From 1f6bc07c51315d8f87fec5ba5f31aaf7a1625483 Mon Sep 17 00:00:00 2001 From: Pietro Berkes Date: Tue, 27 Aug 2024 15:27:53 +0300 Subject: [PATCH] ASPP 2024 material --- .DS_Store | Bin 0 -> 6148 bytes LICENSE.txt | 6 + README.md | 2 + data_complete.pdf | Bin 0 -> 6800017 bytes exercises/.DS_Store | Bin 0 -> 10244 bytes .../match_tarots-checkpoint.ipynb | 168 + ...slow_when_slicing_wrongly-checkpoint.ipynb | 152 + .../view_or_copy-checkpoint.ipynb | 462 + .../anagrams-checkpoint.ipynb | 210 + .../anagrams_solution-checkpoint.ipynb | 1451 ++ exercises/anagrams/anagrams.ipynb | 210 + exercises/anagrams/anagrams_solution.ipynb | 1451 ++ exercises/anagrams/words_to_search.txt | 1410 ++ .../match_tarots-checkpoint.ipynb | 108 + .../match_tarots_solution-checkpoint.ipynb | 281 + exercises/match_tarots/match_tarots.ipynb | 108 + .../match_tarots/match_tarots_solution.ipynb | 281 + .../broadcasting.ipynb | 374 + .../numpy_vectorize_solution-checkpoint.ipynb | 125 + .../numpy_vectorize/numpy_vectorize.ipynb | 117 + .../numpy_vectorize_solution.ipynb | 125 + .../numpy_view_or_copy/view_or_copy.ipynb | 194 + .../view_or_copy_solution.ipynb | 194 + exercises/pandas_intro/.DS_Store | Bin 0 -> 6148 bytes .../pandas_intro-checkpoint.ipynb | 227 + .../pandas_intro_solution-checkpoint.ipynb | 1487 ++ exercises/pandas_intro/pandas_intro.ipynb | 227 + .../pandas_intro/pandas_intro_solution.ipynb | 1487 ++ exercises/tabular_join/.DS_Store | Bin 0 -> 6148 bytes .../tabular_join-checkpoint.ipynb | 124 + .../tabular_join_solution-checkpoint.ipynb | 1086 ++ exercises/tabular_join/outliers.csv | 135 + exercises/tabular_join/tabular_join.ipynb | 124 + .../tabular_join/tabular_join_solution.ipynb | 1086 ++ .../split_apply_combine-checkpoint.ipynb | 446 + ...it_apply_combine_solution-checkpoint.ipynb | 684 + ...ssed_QC_passed_2024-07-04_collected_v1.csv | 660 + .../split_apply_combine.ipynb | 446 + .../split_apply_combine_solution.ipynb | 684 + exercises/tabular_tidy_data/.DS_Store | Bin 0 -> 6148 bytes .../make_tidy-checkpoint.ipynb | 10302 ++++++++++++ .../tidy_data-checkpoint.ipynb | 787 + .../tidy_data_solution-checkpoint.ipynb | 13410 ++++++++++++++++ exercises/tabular_tidy_data/tidy_data.ipynb | 787 + .../tidy_data_solution.ipynb | 13410 ++++++++++++++++ exercises/tabular_tidy_data/who2.csv | 7241 +++++++++ .../tuberculosis-checkpoint.ipynb | 776 + .../tabular_tuberculosis/tuberculosis.ipynb | 776 + exercises/tabular_tuberculosis/who2.csv | 7241 +++++++++ exercises/tabular_window_functions/.DS_Store | Bin 0 -> 6148 bytes .../window_functions-checkpoint.ipynb | 407 + ...window_functions_solution-checkpoint.ipynb | 526 + ...fled_QC_passed_2024-07-04_collected_v1.csv | 660 + .../window_functions.ipynb | 407 + .../window_functions_solution.ipynb | 526 + .../view_or_copy_solution-checkpoint.ipynb | 415 + notebooks/.DS_Store | Bin 0 -> 6148 bytes ...tebook-1-sorting-examples-checkpoint.ipynb | 386 + ...otebook-2-numpy_SOLUTIONS-checkpoint.ipynb | 1070 ++ .../numpy_views_and_copies-checkpoint.ipynb | 693 + ...hen_copying_is_convenient-checkpoint.ipynb | 6 + ...hich_data_structure_intro-checkpoint.ipynb | 103 + notebooks/010_data_structures/.DS_Store | Bin 0 -> 6148 bytes .../big_O_example_with_plots-checkpoint.ipynb | 446 + notebooks/020_numpy/.DS_Store | Bin 0 -> 6148 bytes .../001_numpy_views_and_copies.ipynb | 452 + .../020_numpy/if_time_002_broadcasting.ipynb | 1336 ++ .../020_numpy/if_time_003_vectorization.ipynb | 305 + notebooks/020_numpy/images/Notcompatible.png | Bin 0 -> 12492 bytes notebooks/020_numpy/images/broadcast_1D.png | Bin 0 -> 11953 bytes .../images/fancy_indexing_lookup.png | Bin 0 -> 48647 bytes notebooks/020_numpy/images/newaxis.png | Bin 0 -> 10989 bytes notebooks/020_numpy/images/strides.png | Bin 0 -> 170641 bytes .../010_pandas_introduction-checkpoint.ipynb | 1362 ++ ...pandas_introduction_tutor-checkpoint.ipynb | 316 + .../020_join_operations-checkpoint.ipynb | 1009 ++ ...021_join_operations_tutor-checkpoint.ipynb | 462 + .../030_split-apply-combine-checkpoint.ipynb | 814 + ...split-apply-combine_tutor-checkpoint.ipynb | 335 + .../040_window_functions-checkpoint.ipynb | 1429 ++ ...41_window_functions_tutor-checkpoint.ipynb | 320 + .../010_pandas_introduction.ipynb | 1362 ++ .../011_pandas_introduction_tutor.ipynb | 316 + .../020_join_operations.ipynb | 1789 +++ .../021_join_operations_tutor.ipynb | 462 + .../030_split-apply-combine.ipynb | 814 + .../031_split-apply-combine_tutor.ipynb | 335 + .../040_window_functions.ipynb | 1429 ++ .../041_window_functions_tutor.ipynb | 320 + .../030_tabular_data/timed_responses.csv | 15 + 90 files changed, 91689 insertions(+) create mode 100644 .DS_Store create mode 100644 LICENSE.txt create mode 100644 README.md create mode 100644 data_complete.pdf create mode 100644 exercises/.DS_Store create mode 100644 exercises/.ipynb_checkpoints/match_tarots-checkpoint.ipynb create mode 100644 exercises/.ipynb_checkpoints/slow_when_slicing_wrongly-checkpoint.ipynb create mode 100644 exercises/.ipynb_checkpoints/view_or_copy-checkpoint.ipynb create mode 100644 exercises/anagrams/.ipynb_checkpoints/anagrams-checkpoint.ipynb create mode 100644 exercises/anagrams/.ipynb_checkpoints/anagrams_solution-checkpoint.ipynb create mode 100644 exercises/anagrams/anagrams.ipynb create mode 100644 exercises/anagrams/anagrams_solution.ipynb create mode 100644 exercises/anagrams/words_to_search.txt create mode 100644 exercises/match_tarots/.ipynb_checkpoints/match_tarots-checkpoint.ipynb create mode 100644 exercises/match_tarots/.ipynb_checkpoints/match_tarots_solution-checkpoint.ipynb create mode 100644 exercises/match_tarots/match_tarots.ipynb create mode 100644 exercises/match_tarots/match_tarots_solution.ipynb create mode 100644 exercises/numpy_broadcasting_extra/broadcasting.ipynb create mode 100644 exercises/numpy_vectorize/.ipynb_checkpoints/numpy_vectorize_solution-checkpoint.ipynb create mode 100644 exercises/numpy_vectorize/numpy_vectorize.ipynb create mode 100644 exercises/numpy_vectorize/numpy_vectorize_solution.ipynb create mode 100644 exercises/numpy_view_or_copy/view_or_copy.ipynb create mode 100644 exercises/numpy_view_or_copy/view_or_copy_solution.ipynb create mode 100644 exercises/pandas_intro/.DS_Store create mode 100644 exercises/pandas_intro/.ipynb_checkpoints/pandas_intro-checkpoint.ipynb create mode 100644 exercises/pandas_intro/.ipynb_checkpoints/pandas_intro_solution-checkpoint.ipynb create mode 100644 exercises/pandas_intro/pandas_intro.ipynb create mode 100644 exercises/pandas_intro/pandas_intro_solution.ipynb create mode 100644 exercises/tabular_join/.DS_Store create mode 100644 exercises/tabular_join/.ipynb_checkpoints/tabular_join-checkpoint.ipynb create mode 100644 exercises/tabular_join/.ipynb_checkpoints/tabular_join_solution-checkpoint.ipynb create mode 100644 exercises/tabular_join/outliers.csv create mode 100644 exercises/tabular_join/tabular_join.ipynb create mode 100644 exercises/tabular_join/tabular_join_solution.ipynb create mode 100644 exercises/tabular_split_apply_combine/.ipynb_checkpoints/split_apply_combine-checkpoint.ipynb create mode 100644 exercises/tabular_split_apply_combine/.ipynb_checkpoints/split_apply_combine_solution-checkpoint.ipynb create mode 100644 exercises/tabular_split_apply_combine/processed_QC_passed_2024-07-04_collected_v1.csv create mode 100644 exercises/tabular_split_apply_combine/split_apply_combine.ipynb create mode 100644 exercises/tabular_split_apply_combine/split_apply_combine_solution.ipynb create mode 100644 exercises/tabular_tidy_data/.DS_Store create mode 100644 exercises/tabular_tidy_data/.ipynb_checkpoints/make_tidy-checkpoint.ipynb create mode 100644 exercises/tabular_tidy_data/.ipynb_checkpoints/tidy_data-checkpoint.ipynb create mode 100644 exercises/tabular_tidy_data/.ipynb_checkpoints/tidy_data_solution-checkpoint.ipynb create mode 100644 exercises/tabular_tidy_data/tidy_data.ipynb create mode 100644 exercises/tabular_tidy_data/tidy_data_solution.ipynb create mode 100644 exercises/tabular_tidy_data/who2.csv create mode 100644 exercises/tabular_tuberculosis/.ipynb_checkpoints/tuberculosis-checkpoint.ipynb create mode 100644 exercises/tabular_tuberculosis/tuberculosis.ipynb create mode 100644 exercises/tabular_tuberculosis/who2.csv create mode 100644 exercises/tabular_window_functions/.DS_Store create mode 100644 exercises/tabular_window_functions/.ipynb_checkpoints/window_functions-checkpoint.ipynb create mode 100644 exercises/tabular_window_functions/.ipynb_checkpoints/window_functions_solution-checkpoint.ipynb create mode 100644 exercises/tabular_window_functions/shuffled_QC_passed_2024-07-04_collected_v1.csv create mode 100644 exercises/tabular_window_functions/window_functions.ipynb create mode 100644 exercises/tabular_window_functions/window_functions_solution.ipynb create mode 100644 exercises/view_or_copy/.ipynb_checkpoints/view_or_copy_solution-checkpoint.ipynb create mode 100644 notebooks/.DS_Store create mode 100644 notebooks/.ipynb_checkpoints/notebook-1-sorting-examples-checkpoint.ipynb create mode 100644 notebooks/.ipynb_checkpoints/notebook-2-numpy_SOLUTIONS-checkpoint.ipynb create mode 100644 notebooks/.ipynb_checkpoints/numpy_views_and_copies-checkpoint.ipynb create mode 100644 notebooks/.ipynb_checkpoints/when_copying_is_convenient-checkpoint.ipynb create mode 100644 notebooks/.ipynb_checkpoints/which_data_structure_intro-checkpoint.ipynb create mode 100644 notebooks/010_data_structures/.DS_Store create mode 100644 notebooks/010_data_structures/.ipynb_checkpoints/big_O_example_with_plots-checkpoint.ipynb create mode 100644 notebooks/020_numpy/.DS_Store create mode 100644 notebooks/020_numpy/001_numpy_views_and_copies.ipynb create mode 100644 notebooks/020_numpy/if_time_002_broadcasting.ipynb create mode 100644 notebooks/020_numpy/if_time_003_vectorization.ipynb create mode 100644 notebooks/020_numpy/images/Notcompatible.png create mode 100644 notebooks/020_numpy/images/broadcast_1D.png create mode 100644 notebooks/020_numpy/images/fancy_indexing_lookup.png create mode 100644 notebooks/020_numpy/images/newaxis.png create mode 100644 notebooks/020_numpy/images/strides.png create mode 100644 notebooks/030_tabular_data/.ipynb_checkpoints/010_pandas_introduction-checkpoint.ipynb create mode 100644 notebooks/030_tabular_data/.ipynb_checkpoints/011_pandas_introduction_tutor-checkpoint.ipynb create mode 100644 notebooks/030_tabular_data/.ipynb_checkpoints/020_join_operations-checkpoint.ipynb create mode 100644 notebooks/030_tabular_data/.ipynb_checkpoints/021_join_operations_tutor-checkpoint.ipynb create mode 100644 notebooks/030_tabular_data/.ipynb_checkpoints/030_split-apply-combine-checkpoint.ipynb create mode 100644 notebooks/030_tabular_data/.ipynb_checkpoints/031_split-apply-combine_tutor-checkpoint.ipynb create mode 100644 notebooks/030_tabular_data/.ipynb_checkpoints/040_window_functions-checkpoint.ipynb create mode 100644 notebooks/030_tabular_data/.ipynb_checkpoints/041_window_functions_tutor-checkpoint.ipynb create mode 100644 notebooks/030_tabular_data/010_pandas_introduction.ipynb create mode 100644 notebooks/030_tabular_data/011_pandas_introduction_tutor.ipynb create mode 100644 notebooks/030_tabular_data/020_join_operations.ipynb create mode 100644 notebooks/030_tabular_data/021_join_operations_tutor.ipynb create mode 100644 notebooks/030_tabular_data/030_split-apply-combine.ipynb create mode 100644 notebooks/030_tabular_data/031_split-apply-combine_tutor.ipynb create mode 100644 notebooks/030_tabular_data/040_window_functions.ipynb create mode 100644 notebooks/030_tabular_data/041_window_functions_tutor.ipynb create mode 100644 notebooks/030_tabular_data/timed_responses.csv diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..632526be922af63254e899a13305eb08109b3919 GIT binary patch literal 6148 zcmeHK!EVz)5S>i}*c7C+0ts#_agB;o1*uV0WI{M_;eb&&6cp^(v{r4e6*~keisU;S z_!$oT00+*9pWq{4W_K$^k80<jeNdoP|Ar4ggrFgzd}NGzg88 zu1QPxTtQ?q#~3CcAcY)~HE+{l7%&X{Z4A)b-GUH&C{gR{H^QC>c5p3+@bY0ICP5+s z^ro%i9_r3FDQE%M==mCTit9gy0<9vL7rBo35adZ*l#cU-wKm!pE?%-MYtwq}ort+t z`sJ(``qLwNdLl#;oY{VG7)SGQ=h}Udm42K>QyCD45xP8k8fT%H55+7C3mNOF0n4`S zap&e@(ckNLd9S~_?D9p=8SHlX9cQpy+Sc`3xAz~9Pm?qgZ{*7Z!_7;|RgGux7LA6| zlH;B?5os>n_7A@{d!=GD(gaxV2cJcL_ao8PkS`VCZ+hk@wV4kbdVz*~ue@oNi0l|g zsWKZf+?46Z3=jpJLa|c8*3qM8uX+WaTD1z+^3^N&wdYC&+wXAVruX}y0`f9)?hNR^ zy|sDnnN32&fMMWYXMpwxj!NiitQ5+v0~>h-Kx|{T6tw9BfnvBuS7W6RM^KmwMO2|o zUon^p$9}H;T#c1N6%I^aKA4`F=^F}@vtxcP-GR9ZO=}o146HJ+p&mPQ{y+Hn{eLyc zJQ)TI1OF8RtUdBZLo7+3t!u^6S<6vhppuYZrBH@oqmN^0&{2E?RSJ%AG7w#jl|t-6 QF&_ew2GbY@{wM?A0V9mA;{X5v literal 0 HcmV?d00001 diff --git a/LICENSE.txt b/LICENSE.txt new file mode 100644 index 0000000..4b780a7 --- /dev/null +++ b/LICENSE.txt @@ -0,0 +1,6 @@ +The material in this repository is released under the +CC Attribution-Share Alike 4.0 International +license. + +Full license text available at +https://creativecommons.org/licenses/by-sa/4.0/ diff --git a/README.md b/README.md new file mode 100644 index 0000000..9cd4fc8 --- /dev/null +++ b/README.md @@ -0,0 +1,2 @@ +# data_class +Data structures, numpy arrays, tidy data, and more diff --git a/data_complete.pdf b/data_complete.pdf new file mode 100644 index 0000000000000000000000000000000000000000..b88790f33848d2cf56737defab7c3133e073a8f3 GIT binary patch literal 6800017 zcmd?Q1yEflyO9KCY zH@WkHUH#*bZ)ax$@T{$*7& z2f2Xk73@JKAbXHC@UfA{Dy~0O0s<(AAZz2l>itpV-{|>QKSp62Cu>JiW@a`(%- zZPLH$kTO4IEPu5pW%;WTDeDuF^>44FY=3|&J?i_E{q64&&fhnVr#g-&BInZ^=MyLA z6ARZ9k?V=b^~A~j)F1a#56nzVe_LZ_dg`B<>6!kl9Wx8}Q$6dG7&GfL-?N6ytk3mq z&-H9iT{E*i)7hWt&+0OBKKIA@On+9Dne$0IX0B&C*K<41S~GJ$%RQ^l%>4w4nfsZK z`$?XK=}Df2>50z5^h{@dl4oIlu4jJ2!NT%PXL;sheU^K&J1NUE4i@%jYq3Aeu|JIy z%QG&PXFISw<70Wo$MS3umScN)9(=*`NF6cp7KcXWXpMcv-oh`el2z6WcQ$Hl`;zHszr#e=Yb}dNje46&@pphP;sl2cqFr~-0zd=eIV%7mXX$v?V3 zMkZr(Lm?Yi?MG22Qf>|=Qg${bUDC%8W9|5;^-H0a=?mnvt?{bNmr97%Q{!XgEf?OScOSj*3gQk(`>4iB zTRQEBUSKqn(-mz*$^Du56M3;YL1Vn=?FB1sSG8&DOYFL!i{ zwlp+BUg+uxF%zYp!lc$2!4Bs}S4~~^^<9a0&j|i3gKP%xZx0?fzLVfJ%`cKOyuLEbWHOub#f}ql4=k)XhYu zFY&$H5T<14^_FX<>=TjUG$E>x;cx|(U8}B~6HYX?`Y#34;Tui!+2=|oMZ$4KL!+>R zs${s$ZdXX$Bm<>`%1PosCzB|c)UM2amp^p%9n@$q;|_dxY2AB4UXCRh%g+*$E<+M@ zHTHpVsob5qL4BkPfM&CSon z!pHC!a{n{}g@Ay7jD(Dff`ZFJMo7l;Uw(dn17N&-@ebxCG}Ifw3k)b|45;5-0Fp;d zVIN20&tN=1P%ofiVBz3jA|N6?GSs32UO+)Zzkq>;g@t*93+44#4}igd#Ux|?0QXAK z5dMuF7K?98=1X#+%64p}v11BWBYQst#Md~uc=(i5)Ng6tv9WV-a&hwri-?MeOGrv7 ztEj4}YiMc#jX@@+X66+b;VSZ4AH?({8hQ;?KmQYM)Wjg{ntI{#H zk^LCrYYMhi%9B6P{v!L&0rUI+h3uce{sq@O0Qu1|UtmCE00aRy520@}Ui=SED9bOe zBW;je15t$Dbnpdl&s~L!ey-3H=fYCM#)8USBcKKIcDcu=r54hcaI#P^M73ZcJD)9w ztAVXu$5cJ-%3*hZWpdxGeht6E4tfuZrT9NO5kOdz@=tnN$pesWwn^Ru5ONd2k5}wF z^n~HNuIp)l&Xn(jJUM5FMYE8cZp=P@$f?Z@&pHu3{$qTsJ%Y;56zRmj2r(Hh&l{D=x=F&llx@m%r zeiys=2yuIayWTl_%gRwc1W@)IUDL0kJ)Za-W%GP7ZRWG+VKG$sD{)-DTlK7=l_M+* z=8~&Yvs{&z2T9kWKZ^kKUju+Vb>lpcNCH6K=Y8n}#v||aEyHX1P66aG8>Z2eDyZK8 znU?oIdw+f2RPZ)kYJG9m?M_F+7T3?sZ;M3Im3&4+en;OaOoxIzRyVCUJ0rPzgxFp> z_rpScMi!+6t>PWSmJyu1*5-C<(t+B*v5MgV#k`)b=yZz?BM<=yEsj~|!s^+3y7MkA zG4z60E|C=q;u}VD>#yvZ(iv@bnQ*1%qQu9EH(ymoWH+*@cx~EwavkWFAYBazfx3B5 z*LCNvq~17zRz%0iqqm)8BT0k}hn`d$Et{x`;(Qe^l;!l+e5U_5Am;4nNpKlOghquLIi;=7yU4ce6Ey#t z^pH(W;sNQ_S-u%U` zALK~OLP>T<&->N4(g{+7>pNMY#sU8)76Yw`lHY(Db^;IPcOoXyVnpqvn6^BsTJy&V z=`MxW%~G{hzWHfoie2WD0lZ%x0I#kU;A?l%QCpCp7tMHbQz!P&^AqWB2fta9-tRSj z+c=rY7*d;TgVF9Z6N@NfpLb&z1l6K$R!AVKT&#b5kJrmLRgQ_*!ni`YCX z?SS%hULsQEBz+_mV-LltL&~m+D<2*~Gl@-6RFUkz9QXdKaq@{D-tNTPDSZvn@O^I; zq(TXt^TT?By#_4mJGq3L9UJo&b&w!84aro%&G||}DJmW-pW(t*Oo2R~l49Oow>?oD?sN@fC zX1t7=pVB)LU4DSt5k#gB%=9R1#8{#`^M7(|jyjr^*+`opf(}Sm_Z<6JFja2884g#=8tb;&0g3}gF zMbhyPa6MlOx(lxT4i6U}w#2_P9r=bj<+Xa{&$hNOeo4Cm&m;679jH6{Kv~W>cevC` zKqD6mK{{$acKg1Ki_#-=#I!?c20(752iJ_V=kH}4-M*DGt3@AtT}yA%&_=E++svh;N&PYU}$pbGgZbqMN5eW zI>UBi2qm>0!yLuk`0mW>ggBkw0IP4OIp1H%V#aL(>)^@vRhMqkguK!?UvO0DS=Nv9 zpq!jjp_{@$FwzlO^p`VHSUypHFpD1Kf(D{<;vOBpZfuM$YRwq ztUp*a#g^z{Z)JnnYd_49xvy__F~`5wm*mUJ%ol zjOzzu^}%$Eduq2;!Ph_L7m>dmG|da`$;4b*p^9g&7qHJKTkPDpf8LbSsp7_eo0arm z+g|(!(@byb_%#X}k>0_WzDgwj=<9jUTwK`1v~Ot}rnsa|`+Br`L&y3Z_!kLH^FNjn z`FKD*DV*`PD}cF$dgyZghOImwq<4atyz&HWT5aiIpaR?MK}H$q+5AQ;u_cOhS1mz8JFVV&u@=w zsaIrj9!yf|ELbnKg}kkAK7mxP$?}RF2dv9si~iU+{8%!UiJ0*gQR7f2wriaqR!>&x zH=uI~W~#Qpm|5qgh(dHD25*}0Zva4YqyW2d1uU;nbM25X?n36V&`CcSM|k99N~syL zk+2^(8+w?@j;J%vcQ4|$Z{KxH^4b-tO91JPd%EP4-6GnL0fHczD$2yFGam=?7B>6kv1J~na%e2KDGq{t<>P)UOX$Dh z2ODbrnx~(BNE?|UsoiBSAaF#ESts6c8U0|Wyh|QkNR6`lJP3mZseeTHqRiw!u@}lk z)Xt#Zc?(55=83R6=hz7Llr89dYx{j(w*ua2Fo??=)!9GlD!8{)^|<^K{rH^ISB&i3 z0t0Y~4z^_*YXc-pAoVxkwJmS*#n+$%;_@;J{EK7VWKS{!-3&U-ksr{$0k{Ci5(}03 zrh0y44vag_;DXkviLduim&+&@^d@4Hp5ldG@msv%Qo@3QOTcfph*28XN(r}~Gdz0v zbY;PshSA6ZJmH~Z(=Bo`cec)Dg^@&LuRe@)-8Hn<}y`zHAnnWveb@n3V zhc)}?RNJC37{v7wO-bJHNH_MLYKlrNVPCff2iaZ~XnGS>mf$bq4vU`j@>2qA5P^0;+U3 zrieUpV9$owN~%em()ik#6NX8B-Br*4+Sa!@J@=?mI9yK@0keVRUkY`<0Svspak}z> zd^B!r=o1LAt;vLV8phS`Zy#z0GStGu*PYy{16o9W17;Ox7k+9NtG)vYcCkixns_p>c}D=vLn$R3S)b+Tnq?z zay9hu;X@Mshj`(g>`@i`^dPn!dg~1Fgk^~~V%>Z6iiH}#%o$s*9=Cfmi|N!GqNFV# zD5&hSIaTu9)k6~rjoyk*jS+S***h$!9!b27jWgB#aX#?z9zXHn7C!@x+K60C?B1a% z!;1>WR~%#Q^WU>ibaF;wS*_wc9X!9WMXqV=L^aSF#<^_f@;v^>|Q4mVWtmdYT~SU2d& zX;skoIFrxWgY#kx`Svk7lKJ|qA2?~g5;EPY$L-lgaH^P?!m%=}tk~MpF7bJ+ez`bc zJxCb1+t6KzJ3@9OUsV5i9cmtqWNGVb4Yb9*v~|b$Y3ZxHkxsKGmX#&|oVjPsK*PL7 zoVgR?vMzyaQYIrv%8r%ULJ_BgT=j4bX*4(aNzY|PS;Q-lhX@A11H6UmYOdu1R??`Y z_;d(l2gPM)`?vQj2YagN+<#1Bz@Ftfy)b!zfle>X*KB@gnHi7myeE)fu%o7Sn_GL3 z_Wc!1aOfT?8oc0mo5BfPoF$08>(b>!r_07PEaO2jiba z9$0@~>XRwPNnmZ*0M4F3u7@1{)p3m!lo0?X))sK2yf~|;`EqEgWE6o#c}S?aat1F0 z@mx_9fc5VZ_AW8*@po76@nzjw0qa& z(Y45Gp*hqXoEqZrkOyW4^w0!7NbOO;3)e{rx4KemKdcWm>&Yct;b%y;u>-UsXvH0- z29E90k1P(xTz&&Ss!rLI9hO6+k2nv|2JpmCc>%nLdo56FmP8~6JkB{H&Mw*JiFc(7 z0#o^juHuTvqSNI?BgpeDeM4l7AxiqIBKjYCYu$XU7JdQ~_{Ful$tSl}*WXHN-|o1_ zKg4IwN!sxrwt^|MJ$DL8P3%3;dCtoObxw3{1470fH#u%K><`gUm`BvkiKhl}FEflv za4NU4e_RW$Uet%2tFfwi)DoKu`Q@(K zp*PuHtd!n>+{6I|^e@hde2(CkNzvGqdhnLWLv6(O;F~d1b3@p>OwU|p&{0sB1TO-dNY{%9Q#~baJFPM zbPW4VBojb!)ES^~&hC`&pN-qA<~sEdRb(~@muoy)Oh^mesJ+t>y<~2gL#Nowd07zW z+Mu5}pf7WEt6plM&Y|v2+!mxBOYy14UdK0*OHjeGGeOmsqitgc0XL^PZB|F*gz4(s z{MY7X?A{rQg9l&8oJ=ZW8hO12Kr@L7S*!<7$9;P`b0WVs^zfB?z(IU91+X|uYUi90 zG0ppMZSBppyN1JNb7~{e$KL>a)TVecQ9Uh&-+;^rqv;VJ7?;=yqp5xfie3m74r@B9}0iTf(sgA$H1hKXk-b z3ey#1au8!_c_9*fP)9lx#Qa~iT@T8C9vrpgcG*iXt)CECmsJF zgKSIGNE+1J#z~x(SbPdU)rh36^>6n^8H+Q?=kF+ZjlxdxgYho}Y? z+!(4IZMY`nuB5**r=du6r(X#`eLU)B5no8#kBJm_??RVR6T{%f@F^ja?;qwq-)al1 zNIu1#-&$69ZH*h@Cxp=J{f>5^ueKRT+?b`cypXs!?j}YJ+|y-}U!N}H`qDc1&bU_D zdsy-Tez-=xnX$7R%0h{+g8kytAZ`xkP}_?x!WZ9ckYf3-%LSXSb=M*oXv6M?1O$IJ zt1Vs$InKR->rsbyAx{NzU6rnL4VbvaS6rAit3*Unh4PN682$S&{r~okeXf`8;85yG zcKlHNHtCS<6r3B=O9^ej*#K=L(9`Bvu5it`#%(aO(2>X@{wuNMP+b#V(wQh%&XwXL z?{;Wt%yyXQcsj*ol*e&?@M{l^>_)qw8y8~VueTRl=>#n_zfvg6YR$gX#1GmR5Rw!7 zkPm5ACF`TO270}@i28g~DGl+zmOn2G>X{F2yf!VKU0R(ZS4M*5BMU0(ux(#bPXOB- z=RJ?-4t2w1AQO@)3JHhi^XJ`sNHn-1YFN6(k-h2id!7TG3O<&u$?F3*TW;ZYVmu$w zs27sYe*n8)*Xg6y+$Depo&7iA8+5-8H!KIa>t*NczS>9MRr;~#-kKT#d^a3ZRJZox zMK4+KKwRWUs5n{S`AO$f>hw8f^=0MJd*L-A!H#6zh%ln7@Uapya@6irCgesg!ehxD zf~6Md9{kSh`u7b}CQ)J&+ZCr^*<#o`gFdR%txdT>m<>KQd^ zTm;R{+{tgVeE&N>L=iD|(Xv%s2dyEw&Lyecstq{Zq_|v^Su~Z02svHHl;?I2EcVq$ z^7ZaVcJ9Ezuj-Wkb5~&PD!@f`Vx5BBC8S8PS5WdD$4!voryt^W!MZ^0j+n{RJxPgK z#g4N&{zf^5WZTHymcptAvLlFs@Vw{eOzgtfLVR{~M#!?7%R`8U6e8#SI`s*!7q`bw zho0=8C&G?xuZ}-Gyp2_hv_t0T;_s|6{uC841WAIf>~X#4E;?s~<=tI^I-$RJK}PAS z(5xX7!}T0Vy?7u5E`3gmA2OS`jK|_lbmF~>!rC8O5P#Qe{qcj%w!mwyXcvlefQlCS zIBG4TC75Xf%7!_Egn51Qo)*}Vj?BoXx_ZO@!HW>JD;Q`Pz2P*HQKok~y)EAo`~8$0 zr3-DdFTb)3xRlS%+ifOaM47cDVU-q6*&oiigs?z8-6R+UA*q_V|FF5of>yQAW8&(& zrGpW0>psoVn5}J2Vt6NzZ{ulAPWK=#F_M|TQ?H)Pko`K-dZ+3wxux+Te8HRCpWwH{ zCHhp`U*%m^@5>Tx6SBB*UJxY#JWll3*Y0T3U%1973F8}Vf+Tn6t8!~ zZ5et3Ft_G{zs5U2D5l`*iwW))KC^%k;qKo;=fR42u;Sy=i7;#$x6E-Qtr0Pd zbg0j()M3iH@g7DRxk@#!`e13BCEz@^Xo$35C?^sTo4tU$t5ZJj*!SKgKg;-?A(CjuruBW$OVRviH1ho`RQ9K4;q66hdRf{3T=d}H5Gd%8ZM8%%2XBw8q z^_EGR3V@f25PmPqfVLBXQakc~Iz@8SMwytKiOe|l=9M%c{kyH^Ra$zMF;JNLSuQmkOZos2ZU0L1a>|PkIjchi#E(j^2vNPXW7a!v2E+w-c~n^L^~_rSV_KV zFr;S2Q`*$Lfdg)3g`_t|;`UdL3#Rr+9-9)`yl36WrgTjFr^3KoVvWh=#`?TnPM(q> z>{K+0J{CnW*MdV}^H@16Y3$P0tJpG*s!1N_dP5s3gVtDtrtnHJk_gcPeLQkZnCwJ$?gTeK22ZEOSix z?BR9;-anP-Jz_vp)G4cUTiw5-eQQ-Sk*6=Bif`5!sd)6jHe}k#V%9`imTOn|fmNPH zG?2-KQP1I85j47zD~GkQIDM;~3G9AgpJK>=7}6l0aNL0YURVFVpcD5;uU>k9gA4QG z0v*d@-Uz=-@316^+*Gp*P#`z68|;Q4U5z$xwZRvH<>eb1&FNY zZ-4`Rd|Nr28jjMBInoZ9{+h3Z57<-YB$yYa0z+1HADmvG6jc>2;!Kbi6xf+3hHQ0> zg&SP*zxe(epfx4hdMZYY6m0KIV~~#r4PR?|y{u73Oi)>CD_HZT_)9N zR4v@I+@z~+hc_d&p~rH!Q>8yZ|6V1v=kXc-22z_+sUg#3mt4qMZ?su*g(-uZVIaN; zO);YZAr1PeZvq($4Osa0cv>abkRty|(z*{~4>nS-uhkuAAMoOVQ?Jn^vE%K7XAdtK z5ypV0^wwSg%lQ0A31Y@kr4BIk*Q&7KNr=W}v#$8wtV=1A6Y3sF^s*b%f}=jUu_a+n zjX7K_+s{kZLb_CI$oe=%Qd5Hv)J{^0D90#7E2kvI5-_p2$tSEeOc(mnh=*r88}TStS6b5A^T9CTj$}#c+J}5y zi?-!D>iACKSgw$VGNmnw!uQ~aImSPg%tmpMxM9fFY1HjMb;7PjS8mO=KWjrz!K@?H zzHSROFJ8G;JocVM#H?pw4Zh=TIYd+zD5_u0`>EYF0}Kxn7p=Z^0asz;DUqD+YXfGG zJR4^x=NEp#B1l|Yf9&YLBHbM&n}*om8ef8+tp9EVsgbIo!mmYW`Uhg}iJrJI2RjC5PEJ5q2x(@p8Z zzcrsG$TN-m9{4tJZG~9k7Vpi5P-Ks3%yqF z%O||{6?<-RenFHf)rjDw9X=JD#-JRkr1i@YA~*+K)x7Xz${dHiO&6;1%ab|@_(I?> zSj|cHK=Utr&1*^$c&jSzh~LxHMLFr`lyi#NGOM_L5v-a9mU!|_H)SLoo(l2xgOR>T zt(b7|27?w^Q;}n2CfiV51@=F*YE#8YHAjdPIyuGfe4<@4KU<-6Rw+afYq2e4Qry$@iRMra}sixOhRNncf}VA`^{yOh$X7jnB*dmXmIqee$BU@ncGz!6($9XxEGV>lx~Qxjp5) zgk5EGEqoDnV?u-55XhwfAv!z57*W7=-kIv|CHTHdF6P3IEhbs6ac#5OoQ`qLsXx}8 zJHFKYPDiV{vyQ2E^PR@onSs}f?djyjBr6Nu9X%2cX*BFTe8;AUo~$am5Vl-$^NI`u zMhXU0dHbcT0*d}Z*D{#KRB;>YeTq{*EQTdp)^FQpc`QXV5c^RtC`xq z4A7A@Ah+AAa^WqsbM3j6G+lV1wQGq5m^zuSd$B((P!Y4j?wPPJTuI=)`#_Oyn;k8y zk|KY+J&UWgQ#XBFFgwG^i79nB*QWv~+vSF~hzv^C3S-p+c@SIdoJfrIl|<$vmoR-e zXPZCoxz=?n-op`_S{bbv&m=bTDAx>g{bv=u;pLd1|>#~KWs;2jGA4a%0c2hFS zbesp+Gn&nX38LC432&FYGmV0zt=l)IrRNfASL1(iB)V2xiP@tLNuA~r9lwzNL9u*4 zE>>k_OBma>JzvzHFEP&l)i*KddK~O`#$WL zprtTgWBJantFp2>TPdmaCYY|AciPgCr#kZnMAIOBRmM7CT}_Hf~%LpjySr zPVR-Ln{+wucV@&SDA5S)DCAEMACk(Nrq?BBURf!>8Cc@xGVp4(0C9`nAToz1G^g^- zTM?6utvA(+YJb9wfmiT|$~;hXH5u)tUy5NlV7%Lbb|DWW34Tx=-NPrmA1R@6= zQL#h{#A_^e`ZypYkbw${O=wge4#my|K8J`LUM7uf>vG zjk3xX{&tzYQ~bW@W^Cq8StbOFC?-)*^fzEXxf*D#w;)juO*bydOrrL!(Ao)#u%7ev zx?>zuO)bD4!~4venk~f(F;soBzonWJKZgfg(T_T@hmlo{jfK-l5hdA1cxg9~&ukos(!&IRh&6*^G+<{}>=a7R3tT=p$O%fTf*rmr7 z6)mN;u{8@k08LqSi8qah)w!yMY?v&ZSmHupYG)`1j|gRh%F_2Cs{<;Aq!Ie-bVk#) z%l0de(mfiZG>O;`-_Bno7d6FWzisYy2&kRTb^PIg@OUpNVGJ4Lf(XT&V7J_g^wZGx z!Z%4F_`$|~$OYa3l%#Ir0-sUVLi_gbtAaT(^S zuv%I9591d|N!BH$ISuB9!5A;LgWLB*w{l}dhXxJBreXruc3*n?rCQ!k?|U$SKjqxEtaNTP~%O6h3)l~=GO?Co_%;nF<4L>mAJn+ zW8^8ks!~q_&Se`42Y&C}vM3McLj$i4@!(}m88yZHP+Xsf>fcj`_%Agf@uH!&uNuQJ?BEV+5+I6cGhM~n@P+s_MSNh}ZV$vBr6kHH4BM5# zlv!zC&AuF{33L{gnqGSq_u`qAfzw*K@yeEv7Gya)LfpXUmag>mS=640+v+_NBAD7K zVj#ojE1PgMAvA1j8e(jj8T73itJqU+ZhDHEuc0$)wRaq7gW_Vu8MkUb+9L9YaYHzf zZ84&-NB7I~uY)?^&hIO~w9L*0(H`8)Bx{b?7v<4t+u~9X;(xbw8B4o%ukIe-l8-Ot z3mfmfv`h#TvW@UlxxlVxkJHUs+{HazZC697dp{MCUt6VbGr69iq2alppL#o4UtN~& zkj8K^h$`^OgG7rCtj6*=R=d10?GwG>`ZAiHnO5CoYXT$vvKcirmm~bgPU>{`o0(pH z6es-`Uy@IzT|v~w6@@gBtZ|d}?>CTV3ft+%h7-{j!D(_Uv+YBU0<=8x5iLk>EL@xu zIL+R(>an^hRN&I_z7Te~;xBFr(6ezm^n3t)RMD@=KmOYJ0Cif5ZSgQfSB6i~?6*N% zg%c106UoB0LEPJ_TIS#XZ?7*FzjjvVJi{$Dh&5GZ=wPF-eLuk5YrswQk#I+`tD&J>QAsDTlj;);UT0 zW{IRk2aKk>QeqO3O9DVj{YRm7%d(H*RsDWtS52Salr{x^VY7GI4M&$_z85~u_ry7= zZ4Gz07Q3#I^s%L=PUafGUzODf8+ggIIHW5s( z2Ec%T2ksrz0{njRKGoMsWTkDymv>#ZKDQUnjLCp7(r7UU0_gP5mu2#$Bg(~l72{i> zi>?kG#26EfbuCP@gUcX4$yrPib8Z_sNSeff&QUPim-3&cm5ss0D<5Zfyew_xS_6?b za1hIJZLbZ}avTj0X>+DZ!57k|D(%Svsvp~T(1^1kwe~(5K`hrX7;VI!n8m9~F&>3rai7yy@z&K6B)>o;gAxp5ih_d z!5*etJ!abQ=6mjMFvw_4%-?>}Rt4Z7^&h%jhwkOY%$k(KmVde8@l;<1noA*AtJvG3 zvH7jzWc|Y$gpXHP`6FqmSNZo`9Xi$LYmg&+ zJe=$NBY`1sTicaJoewwIF5T{ZP1D;3UC^ZOkxYFjXXq`4q+@y08a!D(d*xj667b$! z@Q!aL`5M593u`{!2PM!h^IhGC;!Jd`X3IFlm6&>O!hahR?lIAVO*vgysI@TH@un8u zf%W3sMl^5wcuUG!LNi?J+8kAV6KgN(&V!j2hjK&gOS*5T^5i5kMi4x+h1c|R1*y`k zyw%OGO}HsiW6fy`9s|h{rfWN~?wc-2>m(Gu*mrMY7AP(*OB)67=FGnj6kk{M&_=@_ z(ivE0j!$08`UF~ zB(ZS!8c-42ww$0|H%GVL+7+6mhaQjnln zhd#^ykY$c!ve_zf>&S&wW5F_xEc65kvv^WhD6cFG;GGU3pYuQo>Sbcd^^8R={4J$33?2 zYzU*te5av%XhAh@)X_fXOB&h8?U%*;E0;G(1bGg9%G#YP50wSl-GV_!bWW~XOfm^) z1~?_H(ff`~@AvubKf;T4ZBW~-;bR5i^TH7uDhs9nV2XncO|YG9au z9w7gJTrDP|?m`jKeFj)Q4q$8_{vo z%iS~DYvms~%TL?;HZSed)QHB(bpEe;m)F^D2K4M-IzlGNL>oU$ymM0{;(u8-(?iTL zQFaa%IFhKU)HDsy`0>&=fj$F}ME>r(!$ckPbVC%9#@>3zmAFdGX1(v@mwc1G*O*)? zF)2e08g*tZ|VMuvru2B%urSrX=%B z)-Kz&DGMy>I9|#BDki*g_uHV4t&AYIa*A&|;TCjsH;7TP@J2roXm-h#^6s;$#f6?{ zLspxg#a>hly07MUfaFtC)p}B|+$rbmdy}6SD-C#tJwzGOTCpTS5d*J!f+4l#7*>u{1=L zp8%0!-8y&4@?pt=ndKu{vjfHxBer?l@(qznSRFTmG6C;dXrSp(nc%Vee(YiD41A&! zI@WOE?=O2?i`8xq*2^y!6VZ3orVs33s{1OXkw__tmtDBwBjK1N_$`u06|J{}S>laK zUK-ebAPkk7J>kd{$S;$3V()Sxn5*L<47axFEtBU<-74I52Q5_>bQ^+5lI$3q%RHcB zeEL*rlbe?q@<8#G5OzH1i^n68iSBLCD;IE0Q$hQTUvNohu0au@27|oaMeI zGG={p$=OFFS^(h^^+15G<MN>lIA z+74|gD)gIDToWQx^_Y?T@m5ZypiTkKG2;{ZfWx%a9|lswyCV+q(Wlam1P*=<;kFK; zL9epdmDLhMgw32CE^0neN^p@sG4&$N) zktZXHa>D$J7y5U%I#_RJcuCDc7%26x;=Y9&vHb>+lnU^p^-D4^XwydwdchJF7vgx3 zi>)0FMlJ2xdLuo&s5S-ju#^%lBv^kC1r<2nVNJr!C^68F-Pe-H$)DfvUO|y4Pppv| zMs5**Ohp@2%?a@!a2F5BtA8=RX3|{yvuv4%M3wqRt+_4TgW#P+1f;V5d*?Af+IS-k z-8!ez0!z3=z~@_ZvvJ2t3Kyyk8)gagS4z93qwCa_6Y>-`(DRGZ2|H2LFt>15=luIA z4Xs`RB-PMS=N}LA3l(>@(&xr84WMyV3F84FHj!Nmcc*j6q|zI*Z{b+ghW%5~z*wv8mb+#`)eZ9m^jezj`MUr+B&r zl^q>mb<0G4Gj1n|_;ac*w%z!Qy6w|IYGO>27p%GVb(~c7=P(gY%z8B2p?ZOZruAJN znkqH%ke)e%m@J2LKK$74lWtq%2IT1^YW(|ryYn#BZu5}p0t+Rym2gwR2#3P_??Jy%WvjM{rBjV>U--lnqw9W;{ZdXJ z`n^>lj=&o}SN@GQ&XCtwjZ+k=`P^$g!f39YvmOM&kRkge(&_n~;@m9lI=Sihf((FC z%T}@Pye80!Uu#m)5@-_b<8~o|jhs!a^4mJEX!L~qySYU5HhJvtWGO@u#ev|N6kK=}ZevP6^xZkVWok{|3aPNt zvGWJU?E9qRhjGy ztMTslLj$Mq;kjctNN)~+`3>M18V@rWU@LT@#+uv5#|d8_ zr{AbB#YvERX+}`AU50kfZavWj!HuK}+_W(bk5#1%#>~FUh@9H!m2I3D=PjJej$Z8_ zArsozK6_E9X)#|cN;l*XQ&XWvbf=JU%VHYbshY^H!FC^|Fm&?#2R5H)v%_ zE7qgEx@B|gFU5*tEb98{Bia%8lu1E`seT_;R#v8D#lG{im>tqnqJBEkAv}0I@lcC+ zXapAT8Zr3~)9zl$*UA{L9fnh5zkN&TIv{4d{Q3cFAm5@>_4r3tzo9MsEp`os8<$?j zxq$@rq-n0}0{L5|@9z!c`}X)P_X}*CO7&MayYP9pmFk4?-memi_Cjg+Vg33r%-rLk z&wQOO;f1a-x2$dPdcNW#`=I)}qR{+9D`-fX!!rMwUWsu|SyW7^e0w2nqShg$VHmstH3SOo^5D(>3Kf|BlU&X2D$XZKieFl(YU<5o$u>li z9v4PDCNx^`J2I%rnL=9l=lC%rRDXy1AUdy;&E~&n4P0BvxM*fjiN`O-jMWUO+T1`V+MgZ|DSy>QoRb z(=cU;I(^H?+Z|i8LaL&Vz_;3=5ofN_zt=a9leU8dLP+O-I5r00C5w1@n( z!w_P}2O`BCVGR8A*Wn{|C*aak`VGVZM1h6iMb9z+<=x~XHZPO;@2djSg_WZeE~Lgq zanU)y0WN$qar=6&Ch5J$+;aPgjd5L_S0xTv=L^i+Xj|$+9K!-S?3*dz?cIG3G~2n_ z+-0WC<@l=E`7B~~eTZuYf^9LCk^PCd``F{wcoQdE#FDW*S_b;Z$!pHeI0bVRPjnB4 zRwmfhx7KBxB2pToxRt!qXmhVk^Tmr@ryoDAH~AM-j?cKp+~R52-5{rTsSAaseohx= zaFIjh*E~4N*{KsC!dJOW$d;1mGC@$l?IX^(xG3Z8uIx5H-rAe!NcK(vfnC?&T?}o| z#fIexD}kS&3zs$K6GJjjh%2`(aEvBC)N&h}wp+PJmh|3bQ#F-32v?uzxT|35%GzY~ zgz?Vd@_l9Zh2uNihK8q&yuW~PR4yDU7mm#p&?Vj;R`BGQt|hYO73Ps*Ficx*iolC* z;p4M@iTnv8QrxZ`u2pDeb=m)(b#>)7Fa34CogFet!mLG^K}oz zAG`Bu`J`syWN_k-;iQ2SY1!1}*xT-qhN^w^`9sU%90xm&B~{#WIA#YNcq{v#7{#p ztglFt0w6(NI1G=i;WnIY@9`@5lX)(7NHWfxIJ^ZxMZ*+Uxs-dgy5LikF?SG>*Gm&Nccf|yl}xR{3ukq=Oi)V z#DxBIep8cr0+S>+my*{=tM17IgQqBEi-=gI?@I-rsUCl`U$EBKypqyi)-~2FEpboU zwwz}_I`O5NX0mtFa5tCE?G+T+O8$%?iMSY8Ms(#7{Mpr5*E&UcYSd6CL%~d~f-=cU z+?fhJWD9{lmQCwAv4qeEqJ`$1Ff@^mml-|uj9nrD zt+T=11GMNG^<1hj22KY*3qmp9eI6b`S*7L8>bxeunB)+Xs;?8MUR<5KJJ z{ufzq6%2;;O-XO-5K27HQ2ZLPo2GY zojO;mYTd0`UEOa#>Q^M*;&a;JPcfgEy~1jKGOhA7?S>h1_D*#N+Y?8W7*3RoofW#x z4wAt)6(3iunmFj;VqW=dBUqHq%4U(x$o|9nJ9~^XuYu6}l6f5F(?4)9FF5Ble?J76 znYS4IQ(0HO_m2kSWP(y-q!x28n*_lnMl6X&tWrPf%N3i}t664#pW^^CZR_CvY?wcn z4-IKl@bE_2%Sy)t`tqn#075s4xH0kXp{F$Z zs4rXzXEB`)8i}txrlWaYQB^IV5Y2<*_x)I#)SqYsCGNHHByYSG_^K`Yf`2KJU5uWuScmu5 z{ysitODN7Sk&`7C*O}@=KKI`bZ5&u5CD!1@ydex|9{I1g%U#TtU65;|w%Iey z+WRyi<<6vdFSH$+e*V+QZHLYiUt57Wtyx`s^2taJ)I?NkztSK-4iyX1vJUi1in63@ zs@l;Zij(h{`TGKi3S`LvIQ1a%de)_Tp%{?f6@JzY7n28Ir8n2=nhzN7K3- zzu^Z^D9Dw^FK$x^{mz``?f(C{(m-b2uN1A95~0j>t(t{)Yy)YR60O6s8`U?6LUI6O z8b|46h`3Yarnm)q6}ogRS*+x-zP$M>-pn%|i(gIUPP|2KG~c-yLTUgDcfUxm)PC^^ zKY~^V+q9ja%_fGA@M^ibmDdHH#h*`rJaQsL|E|aQymmwKAG9iQ6w2MIQB;<9!p^yg z$yS6y(Y*QPR~E`{9T(AJ6*WCa?zrpCKT4336#Qs z7}8bv6d@jDYV>T@Js8*joyFs|RaZj!wz{+e@O2*?u4#A=>dtt()Pi-*Zv~H zju6T9)<7J6<|FazAd3i^u6NTiPeV4aG*^4fAbY6;ghO5Iz)kmCJ3^LZ7oNo>8NSre zZtBPkXb>dU(qESM}Cqb5^(KNVFlslb?ydiK8;lzD%+*R))6u`Jnzjt&4aX zVzJe!TM(s6U5ZxcILLO*;qJQX%UI|Y!Fq`3?GTtf+pPKzARdlvZfned>4y6Wqy7D7 zDM(T$U)Q19&A-#SOvVYRDI1%e1)7yc{*3P|7#SW)JhG60o(f5FM++U1Fs|Ic7U0m+ zU;n7#-{?>Mb-6P)OaBAl9AqtDi_xV-Q;6zL=f2~hhB?Ip#sPG61t8iYr^cM&XNmA- zxi^JCB#r)|)y@d}NHdKx;Q;YwBgg(S)o&b)`b_n0oq0Phneq;w*+L08E4vS4lvt7K ze6q5Zu7nddQg!B_p^= zjvnPQ^k-k|V68KFd)MD<5KN-!8%D^;#oX6djC|6QB>DGK zC2N42KRO~xMIKzPLZ-b%OLX?{Y%~ySoe%J`)|S?~870Kk`mdsH$gMpe<<83MUhQQ% zURXmXCOI&GsM;CswsNRuF+_i&89rC$Eo5gZGT-r$;=XzR`AOY*uu#2~0{Ln==S~qM zrlIzpGLJbj0bCq6ZRPkSDvO-nWN?uDNu8-N&d*?R85ARAOOx5f%Qu)`(MX;Rt%moH z=Masw3p-2&GCY@@u>Eu8u|-{T@q2!Q5zAF+JHqc~TLbVkb$DSZ{0$ApqWx`6!j+sF(CDkjx!$#JvIPbIeaxM=HxP zkU-mhyemOdswNe8vb@+_%)||4Y39JxT4$6Vc*+@AqY@vJy5o*jfQ=)xS6k=2KAXi# zRF`N!CzD2JK^zG4pHB14cOm!)RT+^Pu0uu0x68{*vSKn%`f;>$=L3sew5~y$Rva)d z_lmmRrbJS4wH0ZfeFdf0>3fPkQ(gT~=i9`+K&6@ks9{fx!Kxpk8cJ!2G+oFVeWIz& z2Iw09p3%!}Iu)`BUJmRlLk=5a{-UtMK)<|YnlU8epfeN?9{C4HlWEW4)7&>4Xt0uB z?@9|^qhU?de>8Q(GMCDgFc5`WegA5nJJR4AP^o$R@ln+)s>b8f238;V&>w1t5z9S_u@)a zJ-hit+qp?=tJEHLss*1KQ0J#5KP|61Yu#e78EpS>T%~9)IN2a=da3Z<;CpFvK}_eM(M0uCST4 z1Ii8T;a3kfr*3me+lg$6UR&!f7IWp~rDPT`Z%==*If+Pmq;?r-F1xgGaAJU%dH8+i zV|Ms5M|UU<2OHCtHaps#;4|PJUQDowI1;z@{JSB<8jo{wBGQBR$TkkFH#xLYcB+P1 zZH1}!nOGp#cz!$18jth-xCIKi{t~{}cwfPS@ItSyD|YQH!R3%|9t&cw-(6iD$DR+M zCLnFkwoHSjGXa&W(zXVG4kkU7GxH7k7vs(E4BynHi#VG>#;*a@m4aNpV=Z#uw8ov9 zSWx#Y(<2kpISZ7_Ke`{dfr<|o#Kos5O#J($GoGP&vuc`jY&!3a)RfE6C~x;YeG5cF z>ig2@R{r&-SpU}BSjg4YU)IO)IK?K2>h)R>JiHS5;zNY-p|pQ~&eoGIV6UnEl6-#Q zvs#7Gs{aw+t9a8ooJw}OqsPkkU15rA4v40K421S+(_fwG1~{nJ&$K4Lm$SI zs3GLq{&&|p8UsQKDszIV<>XSi#A?6KL`_f)hisc@Dyg=0-8I}bFF4HMH9p$50gT94uVH3RL<{540MU4faNS-FE1&sS9 z=u&4~Ue&79sV2hG?8i9APvlXwmgx$dd^!In!5`PmLbl*r?+Lr*NaPkj-B#k^I`uYE zRQQ0cFl3U`!4z2cVb;%fWkWe!vmgA7h1TKV;j8X46Lmfy-DI`8vIqJA1t{!q+G~$q z{fwca9n%?2C^FKSaJDBT?et9$Qe^Ed=2W366a`JFIAlhiUHF_tk6D(k$-0?QO^4+F z%h8Ikehk<>sqbFMNBX*>1=iG*+dcW>8dNK(O3BY+?@5W}IY-}bd-Cs*xOgTa>IT?8 zr@s8{b-oE4Qd{l59dGhpum;$re@kyj$ZVwBCfUBa^Mky@H^RWcWHNV&W%-WAlXi{#4$@$KPfb z&mD}qELbAWL}MB{uv!zp*|K)QIdRV1F37Sqm>aup4=1XbvEkwhY{>^Ln??zQVJZ?Xh#tz-30 zr*Mu8=3kS7iT{|Ozsyrr?*FiX9cts5w-A;tFH^rhSFf1bqMSTBWT>k-C`JjpEErCA z$*ZmM)ak*Sw98YijH4s7Xu!nViaob+)t29^!P2UnM`G%f zxo#Dkxq)R`&m_w$l`7!<9ROh+vE7A|yfs3tzOg2RjKKs>-4VTs<^&i**2I>iwTA&5 zowV2R(!R#avY@zWrcilvN0O{>Oz(>o7DAL z6%)H1@cg9qm+Am0J^O|A>(IL@rHlkJY!Rjfg$wP06Mnh5lZLCaW}S%myb;aqf3Ev{ zL$uLslgcnk3#~+To$5V(U`dwvbRDrZ5xjeL1w2qsK9Jc_hCqk3vvUiKoEI-I`RC^N zULQf!BLn&t6Qm_fcWG|gG@F}}ZrUwMunnAV!WdIN?@J4wm9jUgNmKN54c>`Gh@>aq zsww7C>gbz>4Vm84Ub=4(y#Mx7660y(>HU}B6T_e>< z^*f59u7xUREHJ8n&oozYvpqQ#2D*nR03O%{h>ey@t>`a9hF*Hz5z=4IM4x?1JA?LR zo+w@uisi6IfJ{)8I>#TYIKT%`_8Zz<(2wCM_&;{%F3p3VFHxdMgd8|qf zXCq}5Iz(=4#OX^dTTp(ySSfLiq8vvFLY5jvNvLpYu8|PVm{+sxPiu=}m`;>1&tioI zKFfVM?Vy~KpJVcy+&K_IA8V^_n}J<@EvKtbCu?ioreD16s;tCru1bY9nML6Ui$yJ!|}POq^GRy)qr^Rv`!q0%AxnGl~0I z$!TXD})KJsofYseV;yPH~NcSKGfUGrVTA2JENXCX)NZ?^RWVnbFIL>8pLVz{F!dmi} zlT+RzkRta8#Y_3x4{7rxX&|ug%rFieWk8v?M1$~`i#H{@c@C)+^Q2nJ0BO;nO;6M! zs(-B0%;fBJ|5o<73?2N;IJL{z*FFZ9`-NpBC2;Cjw z`uq&Gh3Xa?p}#g~PuWX+HuCQgDN1wmUG_M7)MQr8=rF4nWnPlK_(;8bg%S_m6r)(r zbhllUiD0FWt!bP1USMmGaS2tD=5_2Pbc51I<4~8fa#Kis+=2*0tmtssiME-H!lzTv z>`>=<>#CcoCWW@8M&(a^hYCSe)*a0o&otLBl__`ko{OuE^+>&j$!(}7ssHW0yH~W( zG0Tx8q>X1XPl6z;wI%Q&S19!E3`@1CsZmN>v=KMyX@uJF_cNMz`Gdbw)HjY_(=@*@ z-}$N|&Op)16GI)F9bK@zoQTA~ejWrCzBW@1RBo#oq&v@BuXhyzsUAL1&60+h=`$N@ zvEw$1zHAFakDrTciPo8_D|mwcAWZUS#62H;*()!YSQ;+$HBGZ1TT%*pbuT+8Fq5L~ z@~FT`B*iZ93;houZPFukU4_b0RvL4cPIpsycw&?YwO^idWikkc3oYKfI@e(wL$Vuw zEiaSk{^__HnZTlZ`%x|uo_IUULTyuYSq=dWAN<_!6WalT^H}3$#l4E$(hxRfh%hk1MpcAWFlVJ-d3Fyi z66#r5Y2vkYiYcY+2&h;wU&EZLNTMQon6j;qP8FVjql=( zli~#1m`-#49v%k*M@@D<{C-f4^rY-4OfXe*_^2Lcw;kR7W^eqNf8 zJr$OPdhL;jN%;JM&U#};+^+&j(-pO5JyvW~ox2KCkcBO&K)@9WR=exv;DOa_U5-t; z1$raMgl77e9q=dCo=g9U+c=gW>Q|04!I@N*aIlLo#{y^NiLSC2YIC%Qk@v?4S`tZQ zEzNB{)Jb(4&o>z@amUA+S-OR)$H-*8pMibC{fX~F*z1g0K>?+)J*W*%dNz7FoB!KE zO(D_i!D8|dQCYtz#@gm0@ZnP@FS+M7`F(|6i$W*|Mog&hr$6#^D33~eNJ|;qY%$i5 ziwfKSqo_h(yl5!5%5jgMP-&~TN-1A#=rt%KLjqx5Ch}TSHkElEJPT~{35pdQxhbs> zq|FO1i&C>Jupk%(QeaOi_}U9hqShX(aNR~_zVx@-6!pt+^>&ZB;0;nDQl? z!R-6QcYpur{Kq+61yyQ@&?fg}G12+>f#B#JC+p&cs@Gs8!uVbXHK$8JUye1y!G zAL`@wW!^^Jo*=EI`prNFV3<9}^9^n4>x)E>k=(&l-xrKNDtbtO$bao4zHA0Y&%(t> zM!*>&p=~NYEHQ-Xt5O2>%d$nMt!4m#5MxrRNrljroNe5QV~?;_%qR#7qpa7EPNHg% zakDqFfXF2se+D2u{D7pH{P20gQ_hGB zjC7`PNV{=<$jsHZI3}vyOisJr)o6|0;d4PHUZ$=>wNqwGLM)W?@KG=^aVc8+X=Z|y z{E>ruaVyG=gG!Vh13I&Ls?p`k0^OExxNxb@>`%=zA-Xd6*}rZA;gYlMSJ4b z_=MXP{drHov-cPa(XI02`b7{QC9)9^_u(Qcby`RiXEDNT+_bhU$ z{uL_}GUr?xC8Jp57D>hTNvxCnRJM6g#EW;L+_MZ{DC%)#fGtF{KyXfR9fWBMxRBh~ zc+?1e_z%$KOB1L)%jGt`ldfPbZF?G;#M}g^W<(kH=t87?7;{m!$ct{V)DWWTq!g}N z5ELkRusez8jJIX&E7A+mA{@kQ9gfP>`mJMd;YkIWts|*hwG|-lz3O2bMPk4_jz{}+ zWAdr^hPvtKRFK)rrs(k6ffW3wm2lEj<A#U6dL&S;z9ThzH)Fqh$m79k4pu;Hf_Vk zAk)mG$JZXZg~d%^4cUv`cvTgN;)3l-mT#fLl0^EmljR%Yi1vDH#@aGMhu~s2sMU8| z6lLnujmdWQ)G6e|EE?pG%DcafR$wbNf=V1zH>rD~Ui}2Kj_X>h3~&5)#*)Yy@oOSY znk;U>SL?z?yMKo`qp*vTkJ>b1f`csCNgOYib>YmoUaPV`8uB%o##v8F+6tRds`2YF zgfkEPSJMiZ;|Uw9;={n9{WmpJ^epE=-gml8l7Wk|<_g&6nSasI0_!qdR5N*Y}Q#fTt6M^XvfU7|k^Al2siGLN#w;eS>{;(}|(d((3^}9mwMSARYvJscR&06YT zP{d4Ti8vqPQ~pBQ18ktNgLS6dV9vUn^aw6RVFy%>XLTLIL`4Mvc*jwTx#~%M$B6__ zOx)+ob}3rO^WK%IZhzX?*lQ6%bN{Mx8Im8XEqk% z*X7xa4xcaPZ5R!69`4Le_88(l!XXw840kEvw|A7jV*Kzqhv%5%SB&YOk}TNtwLdSZ|4 ztQ}HKu720eEpbgusX%;af*O(XK?!y zc51&uG0lCY0**HRpFc`nX@)DLX^Go4XVFip3wDJMhHsO>ilT6i+g)gxp-Y&SAZ(98 zN{9ypz%deVEvM^wTE{=UT!~0ogZH29fg0`orHeEhSro9U+20RG;tb%w1>S@atzE&V zx9kZ-mS~juu1ucFv+j%sW=1OluC)?=lJ5JT1fs=1G4lzgG*phnC`)iHSwWc!jAo4{ zl!)|5rz5$w$uSEp8kqEaSxGHe0Ylq}v*9zB&L2H#SLgr0>l(QiuHGBgS!gAV69O0` zq5Fc)#Ke_?m(Pu!bU}4}zuH9LwH&FqRa&1JMW1!v*r8wO)pTLTmko&)?BKDxV*zoQ zFx3EK6S8G{jDAr!ENC-oh8gLUW1td$&0%+@`E2Qns{mNn@;`uFv>438lwtG3Ah8)@ zp+r-$x~B6gx5W?3K58KI0jl;^osCU!ng5QODtfjrg=Ir&#gH39W7Lw(lI!SyfHjg+ zJ+dCv1Vu04k)>+E;1TnVo4R$ayA4*)M?7(~0Y@LJl!q*f;)jIpSUqsVfwP(tS3W&! zbzBT*#?Cep1eGjCEUn=_t$3y!>C(^ia5;&#xt*F5D;h=klJ_*c(y#QvO=^U`6{M1GV?H552F6ehj7V;45EP@xb8$ARfH4l+ zi`^0)bdWvtRait1m4_@ahi|HTa7+K@qme{_^owJAd1_=R>E%h4a&*eUoV`pM``d}E zVjDfb)A3}`r(Hr*m&tOzF>(3BKVO~86?*Pt zM=1X>t94O-d%wJbxPGYnF^EgD{8`uTvjI|83$Kva25HjK)r?XD*lIW4Tv>E9d>MRQ zhUN70b+{u!af;5hL9ibd-?UGq2ZBbP&E4~t(h=8BWh(Uj0eda(jAP!F@li-;?T0Vc zG|3@ul($V)4OJn_d$wi0xR$JOwg&dDzkkbEQDv|%+NV&u4xt)vCX4yN6IQ2y{Xiv0 z#gsHfcKB=JPqy*)0g4~vv1?@hQ%1>Ekar{%j(M`4z+Cq9_Mg6d?aUf!aqsyf_nQ|~ zk|WTHLH*P-g_)fN#ENtbgfI}?Kt9X$f)2>b> z`mU`g*`)F_3hF+^cS*r98keRL2 zNO#j=RzdHT262HGr-g6U&gM$aPh6`p`$M>bz z;A!Jp&aY8lkGf38i5O_Dv{T^+zb&)eGUFMcz<>oue&np@C%#Rs2U+C$t!qo7i)0cr zd=e7JQBvbVvt|;cDy`K%be)f~U@UVKj~xISYzwg?@ZH|*<+aY$`Qa>)o#P)R&4=gh z)Jq`_@6T9Xzk2j}FK{B@TgEtT79ty`juVHn# zV{WU;%A#Ya{t|cBJD&0Lew?Z!-}=R`zieDAZ1!d=jO!<@H)MQ- z$G}!K^iShnW)=MN2^JmbQ`9_EhP@7$b&JnQXUum6K^D zNfz2e!jJG9eokC8-v7C<_hD0f0Chh4h16x*^^}&@pTU}K;T*U>Rgn`Z5XkqD@ZOUU zm+#YRC+xDqK8n}u@x7e_R(J=mbhUT}Kpf^!K1_b~tlk3+xl8h7rOlsxsh=LnWBoE6 zwG%?mi5ZDuA>P6L?9Cfb3tGiGuo!Pho<%H??r}6X+Gt7TDq^jDYOWq5J?(Cyx3t>SlT2%cAy$zkVx zg^S1LE-N$=%bKK4I3>)!G5MbJFAHHb;nFXTe_H zBaYIwRl5+yw}2w3)tE5tvirz@@K>|{070I6ATMqrd&bC0b{nMX0VYY_6SgevHl}^f zU7(;YuZks`;QcFJl(&wA$lY4rUauSQrQiz2cYDiM-p;cX6Uq7V4FsF7uv1c)K;HJK z9ux?`sVwTMh+f#Rt$xX*=r1qUw$MNxw9@+P{%|7REjF<^T|RMPCJT0Bb1x6tRfw-$ zJe9ERta9={4+OWw%8z9nWx!j+Ro997F0!5^y5Xu(Kn_qhDRtH=B8BKVRDsJ*vg4vM zjCp63xg)jc6G>ycLG|0m=wu>HnC@JTd92muSn5%=6QvcDf=35wWMjV<)1WBx0s{wc zN*aH8#TU zcrt3&_7;nICkKX9;+mnRGo*|JX!8&qXEKi)PyBn93RjC8>REiG-XK!9U*UwT5mZkaI8ScOJ{JY7%Fxu5wO)>3 ze&F6OM3q%{VeCi0;)F@7QRI3r|MbdvP}^wz%WhscUp|2Z9$>OXol14I%veXMGv(m) zoV(4iP6=IwhrMeguLWWY_^jP#IH;P`MVSOuQf#@m6CPfA6St+QkdwZqJJ7SJ)4QF; z0wfnTk(u0y2X}5Oxm)U+YMSHWNAEvDIetg0F%J85mCycZFvSbX%TEk7&n2a<{GNN^wfi9zg~^QW%rA&k_ln3{$FT0VHNqI?@r_wjVSY>BKUej=8Zfy%fbm* z^!@RzQ^1^PFRi!~Sy@Yad$jVuND~Aa_ZnmTT?P*UBCMx)l6*p*1~~I2e%+uVUD0?M zH{|XQ#1eLlq053N>f>6~6K|RAm~Y}QXI<$YnFwu(78zu^!8M5ga#m^{ss)e^`f?54 ztg4A@-pv_^?C-XB-YlO$f2b_dwpwFIVph>{IycU#vfy5+P5nr6J3o(S&56@2=8ov0AZLr>X<)X>FP5rLqaxx zy!$bTbmgnef6I5+&v&L~uv+0^8}*}N>n)A2#l~#&ZMeQ+s$WYvM?2z-rnt%Te*Oxb^EjIyy@G+Mll=}Ed}Q<(H0K;d^EB~g->3x^=H zHTb@&36OXb$J%qf;~>{^3C**^KF;K(X?lGY{pB+ZP0W>Xc2xay4k>GYaN9ifokyO& zZ9RCa{n_67%E5$&ECn#wiRM@#z5Wk?Ytb?ge5(JWEoIDHv%Re}GbpmS-_xz)ceeLTt<{Iap9A`&np)^bRBS{A+<*#Gc9rSCzU=g^K{; z%V++1{T?4z! zfdLR(f-O}0GoDu3PR#D+N#-xsKz8Q0$LS$71}i&}OcI-=@p;|ej2o7~*6dq9{DBZ%bP&ZcXg&wIoi!co0viCLR{b7!n1?jzGkd3+8XARa-p zk$soLy*W9ly6uQvo89-&CFF)JRyPV~mI@P3; zE6U#};fZsr!c)KyGpEe4B)Vd{>tiKlrnlOR|EH!5RP~@YKXi#I7r$qSCU;I|3rKy3 z_X~fe0d-r)2N3Isjh2mj<8#-Xy)I33t>~9J{=m)JV^(^po?TVf7*$#KZzBm6)w%Bq z^``QTu&rN+D%YL{w}#nngvL2=^3jHD@BBt(kuEZfMeBJo6Q2-GLxy&5nO!Y2O_dth z5{@yt9=UawK>I7|OTYt+6FxMjwwg?A-=hX7z=zLAefwe7HqHlob#Z!g8oMWN*TPkh z7DWCd{(BY;`>Sq%7o=Rt=L=!#<;PKdfS0NkY3a?^!?%L6h_9y=6*)EGR>bx+$f_Qn zZh$nVx9*n(*B0C zX1qB3MAW!`Q9<14Hk@A4hW3&%jN@8e$;)?f7{Ne;aY?}4P zZblTNZ_apU2b z#418ZgyTUzF5k7uBYrY%cOwhix}q~4J=U0y^ljdwfk{8dc@QFR5yP(@=c_JRN((I# z4)5HAW$}0T)W|Nx(SJX6$)kw!4x$t)DX&atYKa}V@yCQ^H{%}g^K!$z>C93(1N_*Omo{I>OVxo2KA&=Ds)Adw1MCgH6E4wURW-;bDJe=r z-oe!YfQ$8f9h9_XN_dDRJYmSCJdZ0^uWxr^_wgNjs^P>MDtRpEqtpPTgsXVO2T`m2 z7fsR~>;*@%+VBI_nh3pJF&|gLhWT^3ibUkCiHE`#8KJh7)iDnCkxVgs1-z;!or3p6 zlpYm{GDz)hY?h*!h{(OdJ}BRy&-bF&-;)zB)|?VQPr0E3=r)K1?Yv@W&O4A)=7_Dk z9s6rvHJ-DqKV`=psyWx=uGF308$~v5Ykj0~66SBw;u`V#At;`mHGz0T*q^u#Tfshd z9=I)+Gj(mfOdNuA6X*{jYPFcM$i~?M1jjupLJtX?q%56z%ua=oYg<*GMr49XC`5r& zqv#9O?a?wn;x`-mH9@RzZt0SedDnP_|5 zY7Datfw|Xen;!}~$a(FWsJ0>loGBFOcnO{K9|GMr74V0wHhlEh^1JYQ(}9>Zv5s2z z#vJ(lo68h@dHqlx3)-eB=hAi=xv4dzu6O zj7RL-m1mBJpjV99J(+9f@fiDbv%3Bb1ps@1J=%-tKn`WHN0A5InOoyM#^R5hPqmBO zU#6}$T!?QgSueT$@!XR@R5);)`t>gSdYJo~+>&IChjOce5J%*t3VOIvd+I?4@FP*u zz2hD=Pg#|qMUeS&?643Tb&X4u__^X_E|fuLxky<>gq`*1r?r$1SB!u8vq+I9+!9_# z)FG`SW`9NOZ{%wvifFk3c)#OHxIcfd@yI+I#@yP{G!!A^^Khuc7!X-W#+^BltC_5f z0q@J7>+qS7oT>-eSRjv%_M?5vqrQdsL#=SOz6QDc2Ot?Mc265BH>sX6(#&p%8jAhK z!{LI6?3Ce2`M%HT@nh)chW1R=A*`|`J0|>JuUXPZ&stl>&Q!trMgjCDuWRu?R;CT} z#G-n?df%Y(5?own@{cokmGzJw&UY6#p8s6DI)CTS6Z$%o%A>P9LT)5{h0K(Cx03xz z2tRykQ@cdb^1jAfm-k;M5&R{R`Te3rM(C^PY`xiZWJ~xcbRQw z*%18Pms8$4nxPK>^iyA|!`dD<=9|hCC7?MTgT#b=Z)n$m3)wQc>zGtdW3JZnA%kJr zF*lBvfnCSAO+vhyByz*fN7@v6#Hp68HxnHx+}yQ;F+lesotYAs>*lkExTvuj5J2&i zN8!V-k$B`;m}7Ry-oGv%O9Ka$x7R7-hQ#7GAq0*Hup$M{da6%^Pj4-67C$MAA)nkW{d?*G+zF26HN|!CSkJITr1aA4^ky~n~4~8$t5fZvOM5B=$o{u@n z_NCO~X=cQGz4ccrytC?Ho%>sRbL>FI<)2a>T&#{S}YH#!-D! zs>j3RH%Zs=ZTaBspSmQ5?Is+2!@Ib+f$uTXRo)(jBLzBA6n%9?2M=Z#f9&M_;wrwa ztI$_s)Oy&mVhf+zi^s6Cw`N#;$UlN-m3SxIab zhJF0)P3y2FCzWVAtN0JxlCRZ?xEdpp=&>!mkVYF7WcKCphmP3{@NvO{le98MP?WQr z>Yo2gQnA%t(&h*HE<0Dj4fRGFEnCMXaqfWqrw_`TbN)w23pE@AgZ3+C&d2cW^e=mpS9!5v29o*;v-U=y} z8yv(T?%$g-5_mctPho=de|9ikjQoajRrBO2pU@Wm>{?pwX+XP=Wv5`X-ePz?7M2`L z5nuKYU*?`W@--+*pOvm`f9T`fctsSI?}%~TOtzj6eWDk;|L#hMI*EQWf^5khTYpne8PgQnvs@FmPr`4-hfzuRoR}1fO@V(`u$!;b81NfFm z@{(6ktx|Q1Xz!kyE(p35F?s3csQ>#Udm`!;H~V5$cB#=b_Oa)cIF5Oh<+h1Azt!xI zfM9{WWH%Ha;Wu4{(DCT)dT7JK+Q%5lshhz3K@+VnX=|Gy8yr`jaf3V1xeq=4_s1*K zg`bxbLBKU{j*X(5tK(u@Dr5RyL6H`FabK0JlxU8(u(YCCSfIwt8U{&RVQ2_0R0RD} zB#?A&zQClc%NfYFl&?U7xVQ44VKfl0DV};dKwMs$X?fOtB&5FVyX&Zl*z?6+luA0S zMs>Yb#$hU`a4(9`KyexW!m$G@AaLI!5OLf(Z-K|wwt*97g$$PXN6y|lK z#!(*>c~I=^z8&eoWBsUy*Q&5S8-SP@mmH_4t85)jAAE%O-O$rb%&BEw#sA(|xp_Y_ z@-;CE)Gd`)SffUL-du1=CC#1I-oB?)wi^R-AX(w2^m4i5!ue$zl8}1@|Hs#sreue9 zq~=*o1>4nKE6wk-yZC#e!OFOD*ziq|V(gc&(hwrew#be~{E*8_R!&9c`*+HsimOX4 zS=WbZ>MR-Ml=;)~r5GbQPMViUX}z(%wxpsvZQ-blj`o4`4Rujpj%+NKW&c9KT<&c{ zqA`2nf_NCNk>m!ppP-#{6UZXJ+gLU$t=D9FV@AQvfZf&&O6Z&d`0_S3b$S}Ne%UR7 zgf`!R^}UEF9~UF%bjRkHQmf7Wt3+N`iFq2<-$m!3Z>rwoPD8hJ&1G2Nfe6^>{MBkz z;>9jR8Jwl#OkBwsp|;=xN;c2^JRtxkj`aFk*<9$?E#SdF1WE&oseiQa>3ZunNjIG1~4h6L}rI z(yz5Qp>rydUCH!->;CDoV7EB3y1Ck(OvKF!^dI1)snWP943Zd1JQ8p98?XI1v&rmi zar3Jp(|x=jI*LdofxBZ@?)!@LGMPNDq!=UU}snVrJ~5f4p2!PyR~l*2pzioAUq zEEAXvqxAM?WBPA+B5Q`ypj6GH{T+GT7|P4tla{RL+tQG5)xHt&qU}FF{;Bx^vNd?X z{6QLUuCeK*wN|ax60&ruj2<@fm~@QRze;gq5Dkx=|1EF(pC@JB1(QbyXpUKNkcEYF zNLi>fQLy-P({}c!9Y?ltEBH<3&z!b!fk>M~??T9oQ0;T+t`Lr9>m*mHocyr3RQawJ zK>ZUh5*~~~tRJlsR`DhJ=*m$A!ya#sc48Gfr#h>@ZN<}Jx2S~@sy91ZEL@;#x>P3w zwv(}t-x;`goGS%S19tT|o`nOK;jpwVj1dIbvEm?vyzgzZjlAP4W4MV@kf*Y&i*v!? z-1i3VBd+>&w;fJLz8u-@c-oh2pQ-6{sHjD+maA>(v%IC(;}D;xUE75{G8e)&51w_M z>{XPmlluBM!x}#K;6^43aXXLYxCou55)Y#nkTFl~>7iYq6mJVme^y`|7D?0Ep;e8%uGik5gw4;!rCG5K`EE$tgb-B28@w(hioK9($Hmo-+XK5Lp z0Q@KQSxuE`YzU22b2|eY6gwx(vLc3@2n{wdGHjqUfL?WBmNIznithmc1c(ba74t%t zGN3GipTaqm8DpFvuF=?3g3pO+{s5{!#h+e0!!KOx>vX>zq5M_&^2Lz+n1ot~8v(Hj zn08b^Xq9oh3o2Uw;e&cn;iE3Zc&<19+Gkg|F5naQ`RhKAP(O)_L`{eK=`H;s#H+Z1 zg?9Ey zpEZfB>eX`T(2j~ItxOKD;$&$T#J>=t3@E*RE0nIk;+vU1C-{VrqZe$yDuK`sPv=~P z02EP002EP002Ehy;ExGuULx@Jr*(90d8Yk0`WlW89?BoKMy9kW{N@WaFF zWG+A9BE7hfI_`ligltp331Tzv`cttkNjo!)@SltCd?$G-^anlqlq8fzWrmTMtzqj>PYToO(=&IeImi*MiwyhGu)m&7u*lXOcmMiggi@x7xtD0t)sBawqto%bcv z?0KQ_DbTF-y*AN*cYQFH5ucR?PwUA1s;-fyM`xo?;yp?^t|UnSXkwifSkaV`BPj*2 z-2uis^r`gE2hBIc5ux8@gc5FcT)z0g-MK*O3XVRt&-ijpSHzwxx`l5%lc`40-dt@b z%Yz`CbC5Vt27L!g8|+kKx}DTI=A-c!PKQPC#+cq8u(6O$cYXGbslXm&m|l5vft>Nc z#a8hj!ZNzry`|;FwuWX9t?lc1zbK5mNH7P=P6CeQy4I$xXQOy-SMc|Q%-dv;eWH1$ zFXp=c01+Q|3zN`wKEks+OX4|n>o_fb*(~=lph!H%-Q_6$EOsZg3O!hzU2POx(tI7^ z`<-&%!`>g$4ej?YbExV+Ka(Fq-cUOSUIEF;qv8j|TRkg&iQ(9-50;Nd*~m*gvmf3_&BvLa_UO@B+B^=}U9)%f)unynkVWK&(KLJIG46xcRzNHkRhGgr%~%$WdKn zpACFkmVaqoE6xDm#{}`qAnDH4Vo2w=p{!Bi?O^?<{w0@7_D~Grqbg&_$lacq9Mia* zTy$v7qOM+9Eu3hQOn%lGmTPkv1}q*jdK~*zIs_C^MF4APej>l{{Ff3~%<;6*n8`;f zK_HF89q?FwCcW?eKJ^Eu&rGDtENoZ6PW%w}bf9+d!CSqsM{u6>DK@0CCn5Ynbf5g&rPFOb&vB&P>H3wW!HVIoB;F@12_;)-$QwsFJTU8D zL3mEoT{Qut0P{{R`_v{6N9ViZwD02OI9E9lGxFDD;o$cOib_j&8L(>~Q!iU9Nr{{V`Y z`j3R{G>PDuZ!8#nn)W-lQi>5&0>8zQ2|J1F#w)G(dM@=n23>mp0Lyt^?AyZN4a5af z!1u;*dG$5oRqx&bv6jQ(#+I@M4Rg~-z zI}3d{r}0b4`c@Du0E!@7Uy#~{{S1w;lB?-3=(N~v+LI} z38kCQF-D-0F^)@gI5->;*0a1JVc|a#UB{=sqp4{3Gk)wetrU=!J+~dKGC}R=Gm~77 zxp6+d;;l;RC7MQ_=0`hq{C41cV4-#lrz8=>l(;?R4 zxNDy+9y?@79IggfsC~l&liwAe{{RS;#*1rlt3|8B_H<@LwN*nN=m~so_OCCZmn2Gc z=J#i_N22&sSkn%@sQAv>7KYhO_K_$P0iB>9ymOv72dMhjB|na=?B~<3G+iFtT)`V8 z?WrHNnGOI`$N@m-0CVeHH5Ak$iFIbxu3fp-H9N>mH#&vX(G$4GB+OSoOya7vvO1!) zjLM&M6TdX!l<-HWtc&}r8SbMhA2GHbGBKY|*105{QtMPAd;d@ddZToeKL~ztYa5CH2DE1r8K}h9@jR zz`*DQY3W`$@Flc27dn@SQtn96);JR0P+uOIUijlU>t0pjpBd{uJ-CZTva}6n9L+Vg zrLCOg2NT7AY z0CAf1ta#2(W_X32!M3}OQJyjm04D@s;~Xel zVKI(dJm)^Xwaok<@Rpsd-s(EOw_z>KhM5SJP@F|0obcVxO!3DY*P!V)(q8KRH`g@D z7L|d}66HIc|~Swvg#df2+f;##Z_Sk!@nOak5LD{0D5~VCSJ3 z1Fmbd(=27sd?R}_w!xah-_4fXF%9Qj;2Z;=nm9&!agKT#<@_J0=~sHf+Ut5MYExc5 z(>#)t34k_|6lWX~#2k=Me!CtexrX9BF4pqz>`kaNm&WC?>Zv0%cyt*#3X6g{`H$9- zOy@j3rQP_8#1LHGJ@Z56hnnkYC(A`F-#&i!69cb*O7**WZm&F%cc<9jTlr;$t<(XL z3pU_=bDvM8V{HEbge$`rI(3ev9-*e**(Ab!{{Y7F3=~YAzb^GZO#c8819!t(g6bM% zcO^C)`C})j^{+o2R;4tY4|6G{MrvNsU7DUM@kH&WSheCUw6MbQJ3w~t+yE-0s2Co# zQ%;>DLq-~QgNp_Q>7av`J5lbe+agzWjBe0uvn#>QChm(Gk>HqjiX`YX8>_tK8R#( ztBl~DSPp|d>)yU6YPVzItdZNy>uDyUu*!lpWN=isC5Ax^pp1L_SDE}Y(XBO~7etzY zb+Uptns*EGgiuKY^yC6L>zr4yhMS!z$)7ijij8?Bta`tM{3YQnFT=Jr`lg8u?cDIJ zm(xz6q=DT*!u9|HI&z$i^{&+PK@lgj!YX7wM(zR`OrKSW9fKtWki@Fb^M0 zS5@JSO5;oOF6W)aoFRdOJTdOy;Zf=OPll~*HJyLM?f(E1tAY$d_CGkJtjB7F{{U&2 zu5*A0&q~@3onLuq%xXrhA9d=H;nqUxE6ZC@OG^tf#s_9K>|(N)k*f4W6(m?V*pY*d~I)wA&@#(pT) zpfHO`O1jM0@|!HNpd4kuTx5=b_o}6(yrq?wK-yQ2sbt+s76=JdZYFSf1 z#@O|(doPDcrrSlS>)NiL4xJ&yDRDW2&TsDI`&T`^q@DF_=(431*$sol+LoeH02eND z%LvIoPPMuAO)}cnTa8a#)9i#mmszesmmmfpAUP)lagO4=r%>@9h|^5Hw6(TPKEmd9 zR!ew9a)B5Gp*b(NkWNYGy>XSSaFOa|EOf1Cqv*t!!HSm;H;XI)hi>90Y>?eHsLt?0K1cQN+zn@U?BLU_MfhgR@Rnx%m(ZQJ*;lZHTe zIThw!7V%Wtdxf-EX4G%)gW=@bpmb2jJpiiumbG(YHO)N(M$!eglwf@0JZ<(obLm>X z8}KiNE~1HUqn`F?m;E8*oT6_2=*OjTwwvauqdSsuT(tE^sht|iT?0{rP`r`uFH>dZ zWD}q7~}r{uUt)s!v6pQ{hB>6=`&9w{{YL}*9;{m7|+Xv9>W;*&1>pYkML+toG$!9$Ut6-%m=MP3Jqr+XraVYDJ%idZOr`5}!<&7+dNJ zZSem9!re#VoR7wx;%yPU7x4j>0Di}CR_fe(eAz4b5&G9L;vG?@lE+lFj!15zlss&D z0SEu|yy0-Bjg!CT}!stv)pJ~S?AtH{W(;~NC^*i-2apbMbeHpcX;$1TH!dmT} zvAMRE3wMyD@4s;)pe>#=*nSn|&`&0!`emhtnJx9~Hp425y9`cCe=fCGQ`Tm9p2Z)} zGoXw+C=S^@@!O?)H-!8t7lt0mdE7 z=I!8pe^%CEvej>`Y;LY1-yN@}o>w{gLp0#r+C7D8w;GCM*webwnMnN z3`INZ8yQZ8TUkoy$T!lV^gHJ|L?Far!T zjK$`B#gjdn;+k8vYQZ2Z+Sz&#{KPiog$G;Wy z7NRg5{{Xd$`N!dP+%{hmG#O{zv93I?lw|I8D8H);`cm~b2Oi-5mC1=)9XNNn!uXav z!4xa*Pv9yPvumFO>v0K^0eLOGi%8&MRorK(13V0KS~}EW=PTSO71I1avaq}G_3COC z@J|7|M%gk3UBeqr4}9YksA|!@XZyBzO{duOUkP}c-&BSTM$K-1$)>B_?Re(H{`D0> z2LY6vk?CH0UaRA)J8ff5-wvsyT1BJ8-fgBfPa~6oz~S;p8RH*8n)0gbJn*85C;+00 zC;+00C;?S>I;bFI<0Rl$(kU3yuIx0UCg|-fptlYPA@-m-$m5*wM{4=K9LFNK3QC-f z$_V_A2EFS;@t&RHe+a{FAdXKHMHvD!CLDy=2Enuf2;GIrBN*p3%Z#NewCxkK16nj{ z-d%J%RFiZ?1pAIS2B1NGYcHK^DhB@mV~@;NDQB-V`y!gsaNzy!m_O3BzqL-%W8CFO zV_pX=;LoB;Gg=xmn@hmo+E#yJnYvxU$`k(3t~*__xzeSUHY(ecO9Y5=vS8;R)tkQ< zwX}jMZRIM&bR3GWZ>w7C5zD1B?Sf|}*_)3dZrJoz=tXtY=99da%;lO;O-1~U%SqI& z#hKL3b{Gt*2V9;={ObLWnQ?0!<=$Fp0C2hBXP~YNK%QUhO+wOKi7odjLV9|S=Ut*- zMKy)6h~P?!ydIs6D>W`sWecSx)aG@2dnt5Z8eUC})5jRMRcv{Tq_98jE?1GxKsDk% z5r#Xj7wJ}Ws4(5!rL4IFgp}-JJqQeNdmI|}_=Gd*nx2hwBP16H_Rh*VRAZHI_zMi< zxX7*}!d@S`@PEX(tuJ)exO;n9ZcOI}Frf)qqd4V3_sPyM4;AcCnsB#c%Er)eseX*s z)FO`W#PeyIPzh|3c@YfYBuRxCKS5no5ZmZ*{hcoa1aeQ6jo*%IAHtp=y&6QCs>1TL z$8?TaQ~*u@=ik4t6{&V*@Xo0d__k|1OE-!~f;)!~<}!=`00i*Nx#GO((y3N6L6NO3LIt;Cya^bdI`kPn z)#aWr@zwtTh(wmZWrEL6^UU_v(ZGRKO6>%kWVSo!x%RF>CUl)<$Y%||=TN|$=a6_m zjdoGN!Vd3NdDx7?br&pjLtWZOXLFWgl6_4!tY2QwsNP9;a!}17%NXNW$4q_I01v=b zdh9&#qKYU3ulS}Bekb^cWA6s-i92zF#z)~?g?677q>fLDI`N7T5EmOr0~sMeE%=^) z8sg{xqKYU0qKYU3Q$g4D9}a4f-)YxVK+`!deq6of2Xk_OR^g!6)U^{+s? z@IQtxBDxX1&X;{FZh_^0HrYAO(iKB5rcQp8)%qFEP)^b>yxPsio;3|N*4tFmokM-H z-LbRUMb1%y_52B}4ODoZ%5sxwpJb4Y#yJKHd*Ic?_#v*&FD@;08v~}q6_!P~4rE?8 z91re{o^hODb*!uVonyg(>5_;wpASzXOK#J|c9Xy)5JN`bV06EYj_4(bnQOM#Ko#Lx-G0Kghid>p#CBhpK)BR zw}|AMS+SZcrfA`_xsD*i1~BS-_Z5$4Z*i?zeUT*)S)|0vG31lz2Xjuq=b>FSr-ni- z;%l8sZl%b5S0Ogkig~uN;+;N-%gIva?;%zACaxawEdaT2B#nh>fDEHg% z+m0)etwywt=eL2uIofkx@Adc^-XXiax`D5C4M)r4_i*En%ls=7N!Rr28+KdB^5wI? zZg+iaiM!ROylG{wT{>#?#WVhKf zJW{qkWWy7Jdi`YX;K&Rp5Y>47n#q>7=Rmro-4J}HCSVT8Zc7v z7#u0Uaq16ZE751x)8ZF~rSRq5)K=P&$CD((&*fQF*yzLjOwpT#wLk3{Chyd z_+H!L% zliwH}e}q@5XM?2hZL{3n%bk%RK0SmNRCm2v6cC-4m0#1{vxV6JZ@4%Wnt7X!4>tDh|uk=?(FWb zCAqh?W0)8TB63Gfr-mIkHRo~sEwb^9*HdXTt&QXnoJBJ4j$DV!f3i!F>J)Sw3Q?Mn zoLW3Sim`WREtJm`yGd7M%CYl z#wosd)6|Uq9Mb5}eXGUxK#Z@R82%LWAL-Hm0J_arye5h~MfR5m%Yhz7IOqU1j2FC) znL95pFoiKHLuViCvDR7mEHJU*221qQ$j1oh6MW zj!!Zs9l*{wZVw&(D~_(?%nB%?fC?xXCjz|}MEF^&tPpEDrK~b(v7^azY$hUDfI`Y7 z0|j?+j2w>mpc}F0R9CTSb_V{(RPI$OR1I|48@U6n zJCXeB$h>Fb8GKXX?MqjdMs=QM@=G96A_oWv9m0WLli_QtJvQ!m+$G(c7D*#f4 zs}Itw+1MWx-e2i%=)3Kit(5HwlO_yGpzt{Xap*{*F4_*9lF;z_k_n`@nI?sb$cHLv zjh)9mbIm1Ls8?a|^Hs3ZHK!N)gtkjCRgPV|qE`*WIO;L#GsfZ2n&ar852G%%3$F}# z3j0ltG2QX56Ir0E~}Jn)WEPD@&h(Eu^iScb9WTadBp> zrH7gc#v7n~9x{2s^fVcz@9KDmfu({6)@G6?Gp3y&f<*%nvk<2zwpEDZ)~x(Vi6ilZ zI(5658rII*+^JADzm~aPoQ$7(z2S>1{X4^2wVma?#jo2hER-a%ZQi+%?gWlU9k}P| zRJ>Dobq|bJ(imfmolrrsqZ2L_gn1}MQN?%c4;D3I9CUNLmXvz;~hb-EYabTePYfyw)u@Z1m1zyc79Mn;DUPR ziuZ31>Uuth;#hSXi#bh|yrRa=8yj%nyddTF1JePR<2nJf!6A`kkHiwX}X6 zv$E5a1+Y&f?mbVh;&WUkqczM**ASpGr!N`lC>_4F=o% zwvDgZOAGFfRx0>B5&r<{{#C?kQan;TO5vc9`6KvG{{UX0(J$q+oZB;q(I3nVdatnh z*Foo^X#P8DXK?n;*S^q0Kzrl=-=$uSFLk0T$%{t;=mDSu%t*0-xdZZ0H& z*LAc+;Q+|TJe+%T+PZ1``gA<{mZxcT*zbHfcj0?&Us2G!DPZRM!^?tum58#j$qqN3 zH!d=B)aL-;)vZTL&|c;-eH>b?&9gc}XN5|~8(_LH`==*7<2?Ijusjdq0|$k!HA|S{ z`*yPO-7K+NM+B}q8U=!-%wAmNMhTGs+py=7xZ@owpZ@@a58R*x%Xe5?tx`kLB;05}r$S`H0U4w;AC6 zHvSZNYr}elmHxA@S<8F&3#gJPk-v8Pfj=QP(JC$L5@e|Twb5z`)v-^bh6OyUgQmlF(s4$dhjuy zdeD&F>0TkXu+;NDm*>SOBmG>9yN4O$k<@m<2A}Z<;$Ep^;<@yl3sRB|J{gzIwia>3 z@rd@ZF~9LE0g;k3oMQxMnlSc_^PN(u?2=H|%&DVkny$St)b%%-+SW$i192?a><4A{ zuJ6jdSQJ2u8YskQasmqJd^M~MXI0hZoZ2>*4Dl|Sa0@V!C6tq#kbZ7C?nVX$U-2cR zQhlD`NnQvzJY(rx*ql2_$vwIq7;IAJQEOM!^L_pz-JYV zQU1-;K4}o|x3~v}9+k21e#tdWc1st$du6tkEk#PGJG{NhS10b|Nz`-2dYF51*z&P= zZsmIq4~tJ4-dbL`Xf(3&m6kxE)kxWs>BuJ>kO&;tN8+D}dX}_O!%4O+8Ym2~sl<(r zPC9|;znyZL<=j`EAl9|{P)};JGqZ^pHKXbST>stce+rt*Ndh1z2uufJ>ud{&(OpK}P zmR@;ZTvl!W0EFPb@J;vjqs6J|vQ9M^3@L{Il3Q*$+(Fxu>S}(kPp~XiO`AAy%mBVqKxasImJlBcbOt*7f-AGb7By!?7;|jc-kO1L8 z^slD0 zx-u8wNgBq?8E`qsM*1ErRIIFs=jL}jwu&gAX8!Sa@p2K*rs^(vo zO#KhwYvq3c{{YED@aO%6t^WY@V%ODEbesM5{&mlY*&EQ@k&5?bc5_rJ}mcTxvoc62ILvu7bgm(TI(d^;d=SY%9Uj{G%*jSRM zohi9f>(-Y+Bp#IWOcz)=tX-Bx^}Sz(2CQ< z8j47;nWbmBaz0gNC$Fd&rpamITZth1ea)_;B!G-w!js{4?msgwM(BR^a*=cvyW=@uUe$NVB| zKD2H$?NWKqlErtbqK-o+1OiC;fjv5U@O~li&ZFU*^|ZcN+sscgDPVo^$h`8W@aS+y zaZ;xi+*8#F!b&PlXwL6N_{n!95NZA>vA5JMLw^44Q*Fzp4;cgkdSLO>n(poNIdywz zWbl(*y|m|gz3gHw$Ur$p==jdljzI>zkHWtVHLn+0$#-RQrojw&+-`1m<0k_k1Ghc1 zjPs6$vTkqn?+)ryX~$EYC$cSVi09rS!Q>(S931kv?^)ELPN&3;X<};9_*v~%x_*(R zvL}dji(NkE=_E0IpzcNp!B`f~0m*}mzU_`bTHxLD9=#@(kIXdt znC`U%bN3~T2?6y6xAf<0%^v>4$X36V8q(Hseqj?j??LU557xMCI_abuoTV^CTY{hA zVnud(E%Vx2TSZe^7tP^hlNg#&?#tzONn{0Y?3DW`|Twv*dg+ZR;1C1s5i z7AjYexaYn(uOy30zMoCG)MB-jtnHarX~O)7Sm8lFrxeq$oBNEK7a}+qJRo0qJSo| zxi)v!_e!Cf85TgK^})@1Wu5KE#Jx7_QCkQ!NZNLZu9k4n83KkOfx{sn@WUXUFgn+U z*I(gZ6hUWXbe&E{j?rDEhGjzg9D$I_+#C)^Ap06?awi+Dj>On_hr+M28~ZD`2suQX zA%~`EY`kqPpPq&kTX~eN)s+7La&#bqKO#m)HFm?pm%79vlTcjjvp!(_H6<-YDmp&wfLM&9Q0PP&fb zCL_ym!((?H)cV)G_(S3p9wO8J&#CGVLwKsO#kq0j9GtfAQ}T>F=TC+Se#YD5DvCMTv4|U#sO!{pJ*!7S@NbB9+c@R6wwm8hDU@UwX+}Uh zK_GX|Ndo}&#d?p#TN^!N;qIkzGPm0__^_^6@$)G>bUDE16_2lY$rHnRCYuDsA!`Wa zx+rnR&;n=hG}C0um1=M|7rMuRHFKtTdr7)Cm&}nap>+_RIS(Ag@(l9a_uz5by=TNe zF8=_8V@!idw~9EmnUEPmw)BkjEDydiI3G^c$Z1|JxV?$Zt^M3EY4I2R(rt<$Is!)= zo;j`;RPi0&sjE-+Y1J+r&zm%k22XIL@mST9S|icGQ>P^A)c99U?Ae#ZaM+m*+y(<7 zEicWwNy+#0^{h*;8$dFUS%e4f?2KpgG|03$i+S#nO)2ELWRxG)v=YxtF!@@IwAR78 zuwBWYUsXR$*E)oH>Uwj>)LK)}!fz8!eq(7mjo}!V+qC=ORaU;Zxx11Pr?HVF!6svz z_O8h^cy1$>&Q@6-;sUnwp~}vqr~D0nmlXz=40CF>Q?dZp5D4bu{#r)BXY!}+_A>g_ zX>Tvc!age1niN?r%cGK`aZ*VGK9xcpPRM@p=E7y(H-msd8SC4O*IRR?M+(H7azT<+ z81@Q3Q&c9kv{$;G#+xvm3(mU=Oefy+PNPRc!yK4wY9K)K_`hV z$CVb$Y;17H`^0mM*HNixIxWYBEId1 z3vD{u&gWw8j4_pDWsh+r@IgHANgNKDp(T6uDK>n?;yoHo8&kT5ad56K9b*$f$Xx>w zyDSG@Iu8A-8n*mX;(PBF>nBsxBzBpQE*Z-O$M;9@k6~Dp%00{Aw}&UwXVq`-Aqyjj zpozBUDo2>xTcQ3CN7B2i*54^({7zf&r+7|AJ`2(3mfaw@dkETKvFt9}cB>y!QB$7$ zRePhvhudKMYmT$Lj_NVA3Xq)Mx&Gt>^*OCy4qlxm#`{o61;pfSjw0CIk^w(K)Skkz zt(!7xGLC_SWAGK#Xjebknj;`cGivdiKUWhSVao1)l;-5umh!P@e#I%7b8Amztb=Dsf0R> zjm?~-ZV7P{M#OsHfmLhjO;`In#9kP_u+^;Mxp$4;(n;Bgj$OPJBbDjSE5vU;6ZpEz zO#6FSM=GplNg{@IX<`6m?p)_1xEZZsQAu1)G;>-5tX?D1&H{krl6@=R zZ*@EUD^1ljx#IF(QzzOP$IT!)!36f_wS4OYrVE&+0FxVr;Nb9c*1dq5E(6w))URZc0Ul7V2V3t*eIMkIgu5wEs z?h*ha_=ZOrs*>oQAn`|lHC;j&%-0`m$lY zk0X!5TC4bG?_YRCR#y8tk=0qlHqb(oxQvn7u&dv#ZQ#|saj0mL!((e{Bu{B2yN$8N zndqG`cM?GuJfB+e-xuf-cw@xZdQ62|$lJBhdq9!V^|8`o{xLH1~6 zhHZooyusH#y@08VvsuVq37H2`hW#oZgKuvaisx(FR=BZic8=%;EU6jia{ zdX=qBbZGjPrvCu&jKOf0Lm`^#L54r(-ihSz%k5#7#Ry#33M`#jp+sdh2Zd6kOfw+O%_A zjXz1!+CwzAEE;D>{_#X!y$%lp+~U1@`@}PNI{r(IU_~yibqTq+iWe;tO~OP5e(u#? zpbX=`TH>`$YT}lx(*gf(A$q7f@f3*&MUutTM6tHziIqnH zp4l96OeZc>QXU+W!WL&l)h4$4Wb!S<>k5p=8m`n8w`ls$lIKC$j&p`yzbp~4-#uhY>xBlI)s~9*yMnElk5e35pAXD{v7b# zg{1nF)^>Ji%2g-w#KiR{A2H`R!S77XYTIX<_`}6kz9jILgz=(5ac_L0dvzEQ5WT&R zYV$82OLZs3?N(T%Tgf82%w}kCqy+>iP&oi`p7_mm{vp$>^$Yvt(+O4#X14@m&5t?8 zJw;#B{6A&lEit@O`oxyE$IJfFwDNcPg?!WuI(*wy-~tEAbJv5RP?g@NVd1ImHO&LY zH&QLdt*z&j(hF7sL`H!afN_rJCmyxq{wUHfZ+;xwYk?#CI^NARj9=ygLWqMH?}i}z z8te4EO3gHVSHm#sVhdY~sAIg;NZPU5q)3GIKRcD$6cgXD&2vw2;%|x?>fNG>bg2D=;J}Ax239r6qcnm2INK;J*=QHt|g^pf48I zZCcxvnM*N+0%vyCbms#dGJ02=>RN5)kEqY5>K5;BcW(P7iTbIaXH)R@C0onu_7eX9 zp+H@FZ1WrBOpj5ym>+8TE5pBG@PEVjFE7-YE@Lu0C!OW`3?4I#52bk5fpn#x!&*&* zK@9r7pwA;FcL>yk3g1uOHy)z9e->(g+ukMn6fzN~*^?Rs^j;ZG0r)@yW(Y+zOW!gdWQ9P)Ap7~{2F)wC&Rg=R7V3$M#6knu1+gmGUtc!N@( zRo57#g$R1cv~FP37JNigmVcLR`qmZj%BQ@Ync0WL%8r|%JW=6m%`V#F@(?Dsa07wWG29PIq456z!_DH~8e3Si zm4Qc_I}W=SsQR9j=-wsp_0^r7!)bCY-jOxAaT`8%rZTLDxW}haRljHbJ%6_Ko6<63 zf;g1=ZX}=OS--vuIHm~tlNz`vMb*0(a zrPbk+Yb0AiD;XS|F$07B+AxKI+Q<07|pbygLu?Z&KDZDH+aPvcUoG zjohDX*JI)T0EQQqf9YD)+yZ$RDy&hLC{L;BQusQ}E;VgK#u|_Mu^sN5Ly#h_Ozk?$+$N zVm$(YFh>PWaC4qTc_n=p;{6Xm@s^9JU(IhETGSTpJaoht% z+DRPYQ5PhiVO{-~!yhUnlUvr|vA7eJdq^YuM1cVN*;BLpY)!gWQ7_!pr0k(;( z?U-SuY#W<{fDT*uRO9Zh2R-XV+1o}`NwO6F2$W>~O(|CFb;J1ohpK1YvXBY>i zdHt-bEVKEx>a7si{O8Oa3s)_71uj^ld@7uy%_dORKFi`=5^Grme`r-QLhIFA9Y?X~ zYt6hbt6k|gcP(a0++9Fz6fa+#fnJHM_)k*soQbGI6SkPlvI%25gn7pdIxvvI%H`hF9&n>8q(#A2DySd7yGDpkD%yJ0hr+inwc;mqy7S`=cc!K^_ z)NS_v0H(tK06xH=5Xyd0oO_=6=M~KV0K#Ra+YzQ{np)cFaIVx~^XtEukprV>v*ykS-{G50bF!2kkIeX&`7De%s} zd*VGBaF?vIgpe_8zD7#6anp=;sAxHs^uJ9CLsNb6n8H)aJFWc25OMmiMvG-26t=wJ#briLUrpNxFG%R?QV& zPu(5cTMv>BJwWYUhNpXX;XN`>3AN(QV=HZf_%<3byDWzv#5;X!i`BL3NPJ0cp<3#f zTBXA>$2G^AVv5|c0o8wvhy>&Uyzzt0c81Hsdi|xYlcUWF-3R%a<>bqpV{*1m4;%t8 zLBYpb^rG8Zo<&%s?GmP^;5#XkOxJW~}0JPP!g-@ao=cpNRe)jtI<-H3(dR{ncR1e*g*mE9zPJEIrBm&3Wg8d^e`){x3S2 z(nK1OiMA|f5X4Ve6*{TLMgb#}j8}Cf%y$BJjk2+wx%yWdZ42E=>{x9d%>GnQMkZFfQ}&zir!MhFYM)ozpVKvF>-}Zc#>U9}ls@gr{FD#Q zvaN4Xub%Ex`>40vxBh~I^36*#%l2qT9&Nxf{M-cxmSgO2KLJqU?qoO3j^g*ul}lLZ zsF9*}l0(it$v7W{Lb1zdY|55`_R3ST^4ek=Ij1=-uysLiYXE`Y=m)!0QNq|vF~1XCY0kpYZtlb(3Cx&vwE9aozvVi-3wb- zV>sTBMi4V}+pp`MOs(@m}dB@K1%+u2G-MbXXZVLX1NY!`Ca2eFi($m>QCmNpmxwFsB&Ok0P=> zg1Qd_>g%BR-$&Hk$Px>cFXez(so;U0IRw^HX?OBzl4?n1J6OcxIW9zG#*BIb-2voO z{vXpL)_g;!>9Wiqisp5WNr?l?QhsLVjs{QRUZLb4S9qb)O;t&UV@QTHkaDuA83Y>h z9d}2)xbX`t4)I&w$&lFjJk7bm^yq80j_T^uO@qVNGD$z!n`oZmHAgr+aJ(oT2ev95 zLgY53EFpg6VdKHb&Oe=a)oZ9uPCB0L3UYCeHir_Lb<7s`@m#2aW{3fDe&c|9``1h1 z?+y;93Q?sV$j$TbblIeu-sr%({9pqNURDJ`lhaHDC!#?aeYl=1vo>q|d}EOkg;QLbq0A#)Rvb`IC+w2*q_ zjy>wF{BV3Xf>>nKcI#K^n^Ul=uG7#+Mh;0|mpp)TUARhhV=sGSn;TYy>HDoVcrS}| zYkv>;qfpZ=ZkFa7dE|{7IbapafZSs|XO20nO4so|ttPeN8_U=7hWS{ig#xGri(p`K zGEX&;UXkO46j4AOpT&bQ_@l4+7I z1qd9FK_H6uSTvRsvufTPxPmzodvgXuXAq>cuBO;G`HHNs_h4D#3fY;>~Ont_}82G zk3@&dX>GJ^P2nKobd2p`_zV$Oxt6KwTaU+gb9iS|((eJ3T-y0S?&VoddG+F*;7uNX z8SAlI%%IuYMZR+6?b7Ni_~o80UE$E`+A_-s$V_I^L5W@;^}77@MN1-n56I6sgd&bDkD!_ixV<=#v{ z{{WVkjKlH_1ze9Pr2k%AB7?$5ZdlE1gK*RGG)E<@TE*+T23w7>Pot z`J-;m2V?3x)8p3Q{?m$O!tZ^~y*9bVaqMxL*=rz?w9+#@#lgvvP;-v#bJ0iYa0PR% zXAE;)ERdvw%nG5t^;)wcFqQ2Se^u1sj`V>jLmUyPZn$IfG5tp#wTf?Hx1CDHmp7no zw}73=ZoaMk=RI-x(_xATuj649ag*}yB$YnRT@}BFbZe#!Y@*iajl$kjx;a1HZsYNx zSs#^#J?TIJI31PnniGtD9z0e8>#AJazgvwVd~B=1!M{ zsmL!1#xquRYdg!2gL;+IL71S{AtlZ@9$8cW0FOG3D$3kRu3TNoYpCBQn`dtKS29R4 zQ50l=ImssgeQPdu@fV16rJ4w)(L6Ugh+EH;n^!9%@-b39NwsdfaE4*p+4 zaq{isw@%gORu;M*hpO4%*o{K!YdKa?G^G&>t`0(NJY-~K`d78z-0B*(j~=IgWY)#m z%n`C}A`%spA6#x>o-?OVn7)5*a{W zx_6J`IbKF9NZcf=f!UAiTOJI$D>K{f+F4mfMtK~Hx-$37Ye)BIA7!oC-gt5yMom`R zP1o8smge2mqOT+lqk=#TGtbSw4CHQRzz*C104^ATfq}(Aq-m4u zI<>ByY5|(!K^kY&pV#O)t4RT5WSEgyxdV;Hv@R}>z(#iggHpmF!&wA(lQ3P#lbr=(JW9L=sD;F+iWc7D5 z+CiyZ+0P*$`Nudo$m#`K*DsbYDiFXu#NmkUK&*Qik-oxI{H-YbDYHP@?~MGY@I6Q4~2X3Q|l{bdIAm4w&J#FE6L@jF&kt2bvnqe?yVgmrc zdqUbige0!Xw|+)+TC(N`d6HItHM@#9*JwI_)70kj^26W zvtQm~S*G0lVMyvSK_GO;emxphIpcGdO48*zZx48P!9FF18*AN0T{lyo0w|-H2xrej z32g5N8OCxq07iQ5_-8`3(lyDv5#k6%&A6I7>lvFWvJ^R9KQKquxQ_~H`p1t_YrPjz zdrQqe7=(!|+&(g@QB#ySL6MHVD_>oU;shE!t?s#I)5m5!*e{bFY&pl@=yB_jT9~zM zQWL{g>!^HMnXg>PtkcNyX8;uk3{Orl4P)w-8b+b5of2(3b-o@8SswA3pqrNA_+Koz zApD>OIT)>P33!InL$=lR8<^I4CAKlg6Rt#z*~mWLwaECUJDn%NHoBCO#rC~wM~oul zF+c`S9;`^`uo&+_FmIu;@YhVzV)${c>SJ^2*KGDA2jVF3t_DBaBfs}+mAj5@KXHlJ z4hpwS*Qi-SnkU0Q4{4rQj^;@I)jq@tlKCJw>Q2%*?kmqVnb!XKqaW%)84JcuPVAY= z^EZ4OrJYAkx!3jAmOUcal~E2i&mbRkXQ21~RnOkum%sa57T;%$WF{;zZL6LXp8o(^ z>a=|_TghS3^tcZgR@}s>C$CzyH-|x((llZ3gE2-GYHq}#u)Q^-_AH@s%`weh-S(-Gq(-J&+XahWt7-lTpe~gTD zz#LYkjij0$y>(@9$uE$^hJm*$9>gC?>-=%y{U^rLXfHWUJ5s&3Z!YpEyu)(gSmIuo z3M1>u=NLVXrBi zIXwp_`B$oG)_O;SeimKdSZXt0TwF%5OLZ%@eq5>`2kxrm;d^BAYs(>v?0RXxoS!=E zH?xtm-I^W|)(?dQ`jW(re{mm|6UZ_m2dM+Osv4fTf2&?@l1Z*E9Q>+s z#Qq=9RT!2_`@47*h-oBPke+Z!$MvnBAGV#~e-c@EcTJXK90?qnrOZsee59O|3_;p9 zk@EE9XEe!-T#Z=tRnl}1?JJq?POlt*##PkAv@YfVjP3vx1okA3)h~#2&2LNa-kLP~ z#<|mViG;~)BLR%g18o2wnMO}sV1vhc(D7CEmF%}qrvw&FXs;H)047EA81cqSG0jxa zHD9k3ze%nSYCuERf1N@z)^CW^is_6?iflAM5=Ik_sw>?HlqXU)*cw2 zPrJCcdmpvxJHANmkIf=KE1ldTf(Rcm9Yq}pgqx9(q(Lu+u4am95vS2Ce$1?cgEM@* zeG4}|@tWm4TI*-vlOkTEcb9icJe~glJ3_fR#xsKC9OQk&*0rR)n*LjppWa^F8C#!o zjQes;W&Br$+HEgIz0&h0pAnMK%2a~Rp-<2Z6O47iJ#uR}l^tErEv}ABm6xSq^yIF`R%nC)1Lor5N5S?A{74R+F(egS7o~PWVTu zL*grG;GayAXrNh#CIW+@{v`}f2;+__zrlS*4KqRU4DRYC$dMPj1X4KsYWAV3S_p2m zEpAEe{NPd5$zRsEG=)4mF7)eJrkYEnD`7Nz77f%NPkQ5pZf4!A&bd)=idVWdEnQ{R zj;ZsNx{x$~QZi5TuG?F+fo^1;-g0N3PL2zeRv#f_9>9C@vAYlcy>O9gQQK+u&ml-! z-Y+5ToaNbp=Vm(R*19hcUEONek!hYBvuSk~f;YGz@QxP)C!pHDsi};mX)dorX{d8W z?3Sc={w9jf-rmj#%Z2^TtR=CMIfaUNvb2`Z!j|&ezxuzn&w}o`JDEVn%z!%+f_Vm} z7)d!@{pHIWPBHg>s6MsJUteBd&6}%-l;`f}f%FxuDG^f@2x%QpOqa%5 zMU-A!-}&+m&?g_AXQz)evPhEFb_DfW;*(EL;s-r3O`6ol8D$6M{VKhbOdcw>==4~; zLv3=V<4u{J)O_(CBm>tU#43gUuNB%WkkLvG;NG6~$D~u3R#?{(p~}f045p=hMebr} zl|sk{8yo_CaZ8aFu}(_TJ(Eh*XYo(N_-1Ejyt8u&BlxlNFX(HWx76i`?q+i-FA>jP z#D6O6eidj}R^JXKy_Vn27q=dAMVv5<4WWm>Q}nJ=#&+wZ-!Tt2Oux1KGPmpAD)kA#1 zW1c$6hNjk}Q^eIz-PN9}a=sYQR?_14QjYjsACYa_g*n9?gXD@ zR`SA1r*=j;8DWF!GCR~aH>Xw9B8K4$Sn&3z9F}(tdn{r%W@iBW$jW-u)lJ&QxEhd(la~Dsn@hTad1HkEia`m5k;c=w zWDn4qj`bJ&YSQ9&X!gJm4%@nO^y^$cq2ga7Q%Rwk;CM zL!L`HQdq=WmDRTbYs|cFZErQWD|E74Mt^n*`JH_azrT9swCzJ#(c_!@KIP+u)OnG& zD%l;yY3zBTtYX_!)b&Yk#1_`O$^Gp3;<3C&@x~ch&|ERw8k5U+t}64znyuZeC}4>U zCvv)j*0C-xujkYgQM!@km=N2T^~a~BR4BCWRI4tC?5y=go;hGIxlkCJKl9A;r~U$e zLsCg8{?CcY$%0&;_gD|=4P!j^Q<(J|3Dz5-{<0&$e_w3XsP7{CGyeb#Gbs$e+&-h* zHNA;aH7(s)ZHYKvIoO|K)g{KFUf$uu5iR>=$m<=t@T2P7uL&Ib^fOM=~9@g1d+?EqE z{{YL>>+&i80H$gDN8Hw|w}oPrVn&u}5UAgR=l!FPx(BBeq?Xn;gq7`W&0SN%E-vne zhD7&vs(*WJFv*OC+zOvUF^v80Kl3e73q4t206N8>YHs3$>&|yIle54nm*K zx~nZqP4I1(iM&}F&30mn#@g-(DqLY$4>quaeY zwc$x~KA}d0t1d;lI}Z)`r$+Jbh3#zNx`}nWCsEAoUkUhIRz4vbMa8zJ1c3Q$WPuBESP#4hPzPXfRs2D7eIWi<-v%?*x8ej+PvIbrBYFp9qxJ}lZq#=afI_5ayLCcZ+OnJZ+n{{z=+G@jlB!co&wkD0T%rn`09@Xgv z*3-fs0+t*3)GX0#SayzNVbFIc-n7Efl}#tG@pV0%Q(N>rviss+gEV`%?eyy_ooFEf zOR1%3V{D9)ss?yGas_c7CithWYmz)#c^W>P@%e3MYTP$HS+EH`E28ngf;8*T2)B&% z4LefujK(=*d6m^8QI9tOWG+T94gmBOU(JJh=$dEMPTd! zV%gT^@KxZewS zD@@fqDINBq4dTsnG>Z(;NCJgjqwbaD=XZM29suyHaZ4Q6TCzyURw@2QRDLkbpk#s0 zKt27bq(hu)?hAT)8gi0bl}end$wnKTzKf-ch-I2-qC+7k zbc{iNTmT6)_k?-o!ZQrxJrkeiGhKF%;!P_?iWuk8=8oK4f|4Tg@qj^AW7K;JkH$KN zk*;gDHWFS(3{gZ%T%vyR7C&%r?!7oQgmD*otq)4BQ#h+9seuQFFBWK(bm?Dr7}!Yt zc&|wCN5e?92p>|`Wo2BHw}J^r?$35O;1TKh*D>I46zUqTrrs6SH6r%+3Sojr>XNT2 zK^=N`uG3c6ZN3(0mf8lLA-mKajl}ZGIQfqxj@iZl>?>z!Bg#s2rSEhwCerllJv#SR zpIo_1hzt4F*IOl-NNuWBLBo=wTu^|-W*VnHVg=;}*j_fO)M)la?bqN(M zfQlJof4tcl)d`WxcEHTPNYTJTfU^l2ezY6s2O=R<>vb@sX5Wx8}Mz{2`eLx&A`WlLIi_x7}j6NbUQ;w_1z`NJ=8>u|Tm4mYE zW*u01A6nA2h9t6DS3@Cd!@1H?jTTgqeU&}PD6n1gDc@f&e5+F(B zq7UY2`nBM*)0WEE?MXpqZsw>BPG+-_Ef>p3;{k{qh5Gx|7^}2R9sD0{iqC}f#{!DF;2-S4z0{42t~8R+k;c)k}@M_W*4*yI4s+pT*a z{3Lc!TsDx{~VZD%xMNDt2J5Vn0!PT4skxZ6!W#w&JhLRcl#ZqD|GHXIYt zM`2r<*0(o;z8}eT2As;*Q>+%INB;nic{Vm&W2xE*;EuFYQNEoAik#9(^;-V`T@Mo1 z^)sw%x0m}$EYg-(@=n3odFO$~Pc`ko2Q zuF*MYM)NeUpXCehSyr~PY8v9QC@@H<8_rJ&dYeUBN(eICX zos*$b+29fVd)Ek({$t$BYX5AB{YO+F)x)gCNUq&2Ow}xP8 zC!SKRy%TwEn0DxY0a!jE+ZEc#ney-ykM4|$>1?jP&7$7jAGk|MeZT+#^y0Ob!|Elt z)v%LW)>~E8%L_OFju_bUCOiEo= zhGFG1A|8?wK2m#*wZ`}}MY8dwzMy!XM=O+m*ut0pRpG`qxkK4tImW(Avg^ zNvEAyfz*ZMoOQ=a;l3N{(CJ=2wP~b#bek}(C-*S2f32)}lD_22IXX!>2BgFJPr z+36aT*LtOzrL-`8qsa55ecoUgBY97h1>@#D@y|u7YyLX%C8KF@Sn5%%QEZ+xI{{o^ znH`3ITEY0ArudIW@!;{LuAHzZo@I_$p<)!q#Z{#YFc^gy#|MMd()=&@gM9|IuHD~V zz0RR?0g?#kowiE*vQ&eR0;zTw$8pYh=?5E}+$(vf#;{$+-b1n2>cQ0dfZ&jE>}$5x zd@ZKrg@kMY_~TR<8G$A-0iCi>ponLN9J7!buN zJB!AE0vC2jCvm~XaavytpGKF#w|6&Imeb$p-fJX|p@>p90yEf^&(sQLak7?%Kg3-| z&J9X?EkDax;RynyTw`bhAD0!+X`Ua2m0n2v*`?m<-NSx z_3)C?8&G$71MazebR#G6uy|Wn-~|Nz|~4*4{PAd~i4wV@lI5Zy{)4ZIa%xSAOXL`^VcSkHWNVwGBVQ zI*F4_xr$lBG%iQag(C+9j=xHxyo;KDfV@khPM##ye#c`5n(Hx1t`!Mkf)Hor$;cgh z_dHh(c_aAu##)v1ky}_^UPuI1VTy?+Vh|{1=yx5*IOyFguGBnztZFLO?Rg~8$oqsF z11mOj(-fG#MaR& z#S#GzmYozJ3xVy$Uie26&G8n6=lJTm7v4b6UOuy?sB%3p7ko z&9j9g)|xPjwx@sbIx!cGtR|jWKF@Uz+1bonRv>=v8~C{l$GFeZpDo4ZwUqu9@hURG za~Viy2jy=@Q|xeYSw9dp7oSA1vz3}j#nhJpiRde3x*1)eD6DsnQiBMb&#&pyVz8^sSGV#CX$ApGeeKMAZ-4FrH%_Xyw76%ug85k|ftZDKAmAUw z1D?kfF*Jmh$Ip<$_Y=nqU>A{sC?_0~fnJ;8&xYECrl+H7lH6Ousd$k}qTxYF0dL|U zsliY-jFZo`b~<0eO&h_sM^@KwBf8XWmN}x0X9|%@0+Or<`G9WZjDyp?Ys0Kd;q6sq z)fPQQ-tIJ-dzC`%kfl=`l^_p54?NRu#`i$_tr~>0p2(!n9J@TUIRy0>KK1D4^G@+2YBouz#M*4w3`kJPG2}Y*$MvopSsNF> zTZsPv(yV0pf{YK4=OBBG{&mY!SIl-{_Qc+@uGf(+8WkfT z;O!%KD!qLLb5QsLz}mf?M-$PPM;MqJe2)oyHtuozT z0L^nT>U#l<{{Z@{p7FnowcQ;*;TiC_ihDcwQKQtXm7ZIT#H$1&f%5{R9N>DI(wnU3 zd2DA@QH(7eS;lyNdmGOW+d~!Qyjs1hI(?E-P+Y`Ya3Rmi92Q}W@-f_VLtMVSn&<3O zTgz*=gA{;E zKiw<|QOV$At#sL5=5enz4o-x-QY(A|hbQu=D8rh8;puzW(iwU5F&Y3uW#*|fn;gK&(i4x?!Xn|2%@Jd{!6 z5h&WgjInMiN3`?uiU#619<<>R1&XOF+O6Bd=l6i(NVyB^%|*{bG|_j$9v8FKH2de0 z{^C2!K+{QO9s@K=x!jotdC0~%u9w6=40P=t9WPucd_5UuUOTTcy3bt3=U8c#c4K40;Tlfl*RwFuOTw zQk-X|$3gJ>Q}eCf&+bJE{EB!3p5L8vzZ2pu=GrtVxu#z&vDZI$`qmePZ?5KjM@37A zx72PeS}S=$!H#jtob!RWE`6%Tx|hr0?E=c~DWbh;C6-26K^FNJqI^V=SEw3&v zW0kHMoTMQTutZ)meaXqKFDi7^w`4S`RCn1DT*;;QTGl&X4QSRD7mf%^g^PTv^7Y(u zazOR2L5wRDH}}R%tBJsq=5zCIIOP6(R=hgm-8H75h|MgerC8i^C|s*A*9Rb0R^ zEr2|-bOQhmJD*`xoD{5U%Qqftj=#Ky(#d4N!AV&V9N|^Au1~F1yV4^|cqN(R+cJU) zUQ}QfB>o^)HnSvKWm|T06fr2=?UKZk$^Lk&O{kge>{fG_)eO=vs*V+Z6N=N>Me0Ox z6IwP&d!Q^(389K;#G`af8@H}IRs=IPme*qE{#z*<@z;v!bnR+eX5GYOnV(e>b+ zs-yATe+s**=ytc!%O#TekcTnsCoP`jdg7(2Q+HaSPL(V|w$d~F5e}hs2}`IfhLsd1 zX(XLPvPPh@5WPvjJXMVwUho#b;!AXtU+K{}3bx;8+>%S2Du)b6-NzUl(Ir1s?fy6hFAS>7}|clF0p3o%ig@;Jccde(iFlQzX=EEDB^J#k6O$n+?*;&G{HrU?tF zL%;(bwFLG^uqt_HYMkyB*J}1~>6f=DD*o+NHgnVvGm52iWUJx9ctD8bc;0%9^!%z- zM9nlfb<=Kz;Evh8SzH7jxvNpy+(yp~vSn1a-RN;!u-wB0wr6selkNe@1da_yHMtih zNAR7e@)e?HY6|)c`wS^;hhZ39#{`aY25TDSb9}MJzGBGOSj&(YlY#i=x~XG7W5V^= zMPk`(PZDX&Kr0NfyJyfaCW7Z33zoWUMr(_Eg}%19wtp((CfJ1=(6w5Y3tcKjDHX(X z5yNfXGf)qz2a2bXbzwfM%#8(xo_ zVuB*2mgW=6wmzI@p{}jyV;HFz7uu8#L(gq=@wZLn?Qf~?QQKWz>h~*WV{WX=%0yTy z55u{x=i&a3Z>j3=+Fiy(T6C;UySCu2+0WM);;;Ch!Mbjf@f%CKvWP=(JnJJwKIm|H z$Fbvz!dRHbT&S*Bdn16qi(S)IUiEyCe(5d%KEu6fX*OE^rKG;6aPmc>#NbM?0IeYI z2e-MeQuwo`SvHYs!UPQRt~QQ`J%1{_cN8`s47O}guLEQe)DUY4V&!XFQ%G#2x|{~4 zuj6a`dG2)6rP%4>G?GXdq;^Hac^B)0N;G9-bd* zZ)M^?3j8;dL$=fY*`$kgFRDQ^0t}2dWjMm|x4#X~TJWp;H?f^zkxI$1GlJ^epF*Vn z0F8Zx;*^^E!1G06_UIrGK=3`ZMoDBL$L@@Ma6nv~^kbd@ua-PhrNb7neQ^cLG+Ugz z%8i3Kf1V{c!C)94r{P|S;mY^a=BT2I1Qbz402EP00Bm@-{zpA`{=yd@`Z22>x-T9r z()j-XUl*V2{@pHmblh>%j+m}?fC}`lhQ1X#zKN^q@mfQ7HlHMJvAYbW+^{4O$T;jl z`EYn7SDM#R;4N~`LGcgTwFz$4)I`~i-r?dBFu_%Fzrt~X2qW5nIvr!gTEB<`J^Yhi z#12v0pD6zTv*TCkY|} z_mOzu^~nRRahCDDrmE20dFf?vzdE))eY}OpsA@W6m@a=>=_VxrVznI>rGfX6gstb-WI_a3#pG#NDQ za{mBY@HVq+65j0(rHGOMn7{={7;V2X*m0j+)g41!e-LY*@Q>>7jVHws;x#UZ$-P_+ zth{`zeL8#bO*;`d^JeNOXE#9`g-KqJa5af9FMT5@Y8E!m-R1hEu27~ZYaRtBvN z{*8O~TlgI%=Ohe%l|^m~e(!k-rz`l?HGNF^S!O%=tsX+TD97Y1d0%?yzu_Ue8g^1} zlHNv}Zq>eYRmzmba(Dd@` zT|7INI=W_-zv8Q_`zUmHbl|W+fkAW2f3yd`^{!$l?jo60w39T1?ipqoTy)~MG|fv< zzSJa^*47DJM9ki2en&sh3Z852PWtXRrLneFjz;PVh8X2eKRU%FA9lxVu@kDfucx7e z@XVe;{>^(r8|IZ6i3dC$dJ#sqt6tq+xxba=x;RI7IVW!wa$ghOy|ddYc@eq6A9_2*irZEs5k{o<3VZvSjV{|yy|lKoeX_JE9DsBn3=hXO7N=!z<+QiA z@q`j=X#C|Ro2kGZz3VBf%Ts(kcM40A$ZVcJww6n&Cbrc_+GE;JmkKA~}podU7`m5EVVMH=j3fa7SV}tP6`v{V+0K+06#y!#Z$&hoxLe#>Mo@Q zprl;2lw8jgOny@!Qghp_FnH4NNi-UTpuX8D3A_!CfSd#BDx8{bucqmd-P}U9{%FcX z?TJ}Q<%0F}u7>KQ_P+sa-G(w=CxaGLj0z+ z29TP4i?9Maeiv})!Fv8RYe%%3#Fm#v?^c%DI9LXa&s2b?0$5cc2979>7@FZy>&Vd5BP1LUi%~w{i+pU+u6WZ&rW`| zsqvHhNO&hpL3a?-;&hHnXk0h%etehXBLiR@^SJR@o*c8*Z*OC;)Bf0&jGrS=Tu zXXtCYy7+0MME7&etj?Nk^pZ_Aw5k>`nHBGbGJgmG(Hn8r! zznH7ojkMFHt9-7)H*fl8ys`a1TFcX~P4tsTFa)y`w;h}R0IyHeZq+4~rS0+%eKV8& z1!~h;2{g{bO|yYvH`j}UCJ0aNpy3dH6$Y{6D72Rl?DMBnm9>k7LH^P8tc$H~N1bDj z4KC~j^ghD4;-*{qipbKjV$wP5@0xTdsk_Y1y;lWjhOOdlQ&-jh0JLvzWJ`$7B2~() zOa0XzpU$ia_-WuBBgB^XdY-L+cWr5E5HUpB9ggkEo_7tPbRhGLS7-2sX!Xe?({Ds_ zLeVlw8-RCoAb@y0fPV_x_=Vz|OBf}OPl7ap$^OqAXn|AB@4)OUN1(adkC}ZuN#U&` z%HBBiYl|yo+rBu2dnN#20$J070imDTDxE~RVX_0^utM`t5~gvc4O>yEg^J6O%iSJc+<7lgF^ zN@Uc$L4L7E5e66=3LhQGJ-xfvALEY+_@iF&P5sMWSZcCFk*q&rkP{*n3KbA@!EQm| zXO1e?jiGph#mPI^Vc~(W+n)drr_#D#59@aS01rHDG<&7CGD~iab$>M2As=qvC3+3H z%Ll>cp;jz$=~xahm0PN#VEfH;e|C zshBkZY|%?9#LTHG5F2iA2*~3#>OL->Mb)IUH&a|RYP%+s{PK;fhd$(U_}4?>dqw89YvGF#Ys=##HXPP^W z5z(e85Fz$NtZ|Y60k|OdJl8pQJS(YcQo;(rXL%53our&sY4A5mpGENIzv5ZsFUH_6JOn1S|pnxjb3vUW<~>cI8oH|(y0YaT1Hs9nmbcv zWaXZG30YeN{{XT*t5y#V=~{l8ZZ&OM%`RI$U8*}iI%9EAah`f-r)<}M;!gu;`URTU z>H4OnV|2)&r;Y?Aj(+y@h8Zew0|D2qVqR(A5bkZ6Vew^!?WiDqp7t2y+_~?RAn}ag z&`L==HfVT%#oiCmVu>U0{iLkXg_?A7UpT{HKO|>9oFBxlq2tTxwQHNrFIbMo(o#sb zTS1e@Rv>bH>Rl({0QSH&hdhmOb`+3EMP5DW%~&AY)twcr#M#=}gYt#k{{W43{utGy((h)t zfl$d5Wth1EagG7{*ArmsWtKzt6Ciy6t6D2du1|4e1O=|AKPV%Oy@@`R5k+dYJDpp_ z_Tu?w@Wb3ot7;0eU0S2Frtmu{;fWj`yeJ$2T>L-UT3)ATd8~nC&mbX07+|EG&CebC zRnP2((yuILRq`$g`R7(XTrLMd!}%I^t#5VX8)UNcRc|eGBtL0yE=i*}1ORyJ&U5Qc zq|!BvrLFfew2K+F3!e~3o?wd5{k0uq-MzzMLHhOLtzKVGb|mpcu*8XUtpSZ6ch0Mi zo7~oQ(rS7FojUeiMr(F&EXEsRVR8=u^N!iAeNR@rmq3owOVJPfBeskhRy;~}a&zg) z&#h-tH%8QF%PmerO}V(W(rz?}6B1sy0#EL(dX9q(S~ZLo(8>O+jq)C+{{XG+Tn47F z+iDXC)BqYOW5@RyeX9Fv4fZ(%O(B{=ov+i5Fg^R%GpEfLE~iB5zi6S*)cA+tB-Fkj z>H4kxt>yNYHG!G4a006+W90$&g5axWM8zYCdnzd43hjJ9 z;@b<|3rO(w^cP=l)UBByxME}vG;Oq}a+m>5NCTd|Ya>?EzR3)dA#JF6LNHg?KH%21 z8&*2<^-fAx+~NhiS5q+Y4~N%Qa6vb4%wnI8%)^J{`@=r72I}qZEw43O8)*(! z7qMARN}2HNQUP z_ZMJ@h%l(5vW~z3Tb8$acZowoY{t&`ulk#Vm2dY*>slILhA!;yl1V(KRYv*2`9c2x z^-$_tamNo2`FF8a4JA&ML=DmZ5Lv+DicsCiW6?y!FSW z5{t8p#-|FZ@!Yqstd=_EwyUQWl5}9twnx!X;>~y9UqfwsWhYjR~0eyk1qf*l~+h&^DM`ln2iziX(pYfETIQ6c^*TVh{yw|1h_MQEz_mM)EOK~L4 z#QR zEx!TC-dVZia2Ku(MXFzYr+ja6vqE_nHqv~u4DllNAmfmGf;!d3a_F`>=*ypXshO!? z+uZ3gM{j1aq;5yeV2N@3IAYmI@7k&*~;?OT@7!4`xFmGu{tv5gxF(t8Z_ z0s*FV)Ct8NiEuF)66nqfyo)iTxW{rl$(>~Js7T3xwS?nzXIFGa3d#d(IYN; zj5a@^s`K2Xwal%zaD*gLuluXV>(Aj@o+6)2yM_y|wL8x$aDat<~za;;~KwlZ8{CZfl`cQHs9jH?q9!RgD@QBTfOA?UM(XJ9Lk*bMzaJ<562` zl3LwEC7W!GVqq7V{{SrGAAVLIr?=LrUfrmULcsZ3Rv=*pcRrD?>Ugcz+L_BqXm9H_R$Att6iAH*rXmw69!Ll7hdr2%Yj5EunSFJr z-dtRUcx@wOWQ~UM#Yn&&q*pbiTHIY0xOb7BX*|hp7w^vB-B0eI?%#l|F{n0=ttIp~ zGFw|-k1FNh!7I<-0OS&^0}T3m)-T+8Y*kub-W=a)9j}S3BGvTU%`d|%E!yd}fec$D z0Llu1i4VxdP%zp*z3s;f;fe00u+-;{a=Ms&GEOk7#~BCluKxhU58@-?NnzEsT{}ve zZol*ICNKbAzzkP0uW1v6`#HLvUn_`J+aM-573kL5IkUHl7V8@0KEUx=8mt5D z5wIOs70ViyXL?EKW%v_O)$A?S9V^3Dm$x!MktO7eOo_OBpmsnrpL)^pKZl{x^>>a5 zWS8!=(z}M=BOoNM0KlcuujA6JFV;)Tt1AiQfv;t>1A4`i8=T`R0c0eOYPOT)UL8g& zJO2Q;*+Z$Dds%|*UnwF$s)Hxw9S1y)d)HEx)yyGvTa>LOv#e}@auTzAKjGWGUK{;Z z&IvBQ$8j8O1Vb)Sfdzo?jw_|qK(^EF?g+q0vG~=$gO+zXj)$(>B#4pTCzf|-?((cM zq!lC+gWIkRQfAfV$s3}z_P40Xt7*Dj)OPQF)`CbcCo3cAWkE*FYB|YOf1I2Wc;gkZ z;9KAAe;ewC=4X_}5QY|)211|@nVY*DWc&24eoY$A-^At{Zx4TCyeI4oRf~zDTse@j z0PbaE2R!r7TH3sbcw^#hS1~5oFJTgK(<7*^992udXXIl>7mqhmO%@chc%_+msxy26~N~x7$2q$ zaNpic>9(nrz9U|JvRx9<4nsEP1MsPQbvc8=*1BwYGE5_ZK=nMD$GSgn@h*a-?ozwI z3|0MFc<;PzXA@<{gfzbn!hd*nZv)r=0M==~If6S6 z1?g4_>m9^FU0b@~V1A~mMI!i@$De4pVfH%=%_|;&FHhE~ -0{7Z4F-Ns)@upo%P zz6U}1WY&p2E<*A>Wwc`#hWx82kltM)8Du<$eYh-n<2;j&=QZV5Qr%fcZyb=jNS6W^ zLOC6}SEk3WNjw)11-y39&NBq7_nV9cAo~IOS2L;UHutR3Pk3a!U|2gIkHF6#O4Ac4 zNv66Q;Ju|Z;@0OK;wu}ATg9F$a_j*qA`E~)&ek4=vaD}*_;unk1(xb>K4Jzos6XRf ziGupy$hJ2zUEHz-k>wmJTBt#xXBp7?7o$SJ2=^$`pQP-wS@Qj zD#FqmD{{XgXXkHr{{RZf^L0-S+&9?oX1B`iGAYWq_Xe!T;swA(+|nMo9Gbe;_qvsr zm~3v08ONAY<oAd^+nuLN?!lPrd8p#{MN@IS43^yMcVRgam*Q>6-x z(v{KTG*LxpafK97Km`<0KplU@C?>b~ov*CrOSRE(RA6C%BlIG<3hX{AU(KleOxI?c zepcYbf#cXhpbETw2VVVakDvmqSlu;_p>1}9Ed;A59CB2H-#(RIiU9WwUr>J%TiW=W zR+c#b0JKwd7D;di1_yEV1cuuPvat2X5)(xdoa;!m*aHu`Pc z(n}1Ig}1kvM3(AU9p%)F`ePX9lU+`+ajRU3C6dkySS86w&A3Hj{?8oMtx?Z4%PX9; zGOAlfkxpcpe&k3n6V=$(_KR`nUil$Sx{;MCIbqz^4TSBc!!VN3oEsxlb*pQSbR z2agTr{{W=9`L_1uM zu5#=XGm?I0d@s_k2^twDPIiXeII5E2t}sSOY>Gp*jjsf1wzd}+qVjZ&e4r4wd^bwd z@pbe|rbTsaDE|OSA<@+Ob*x_q>CbU|g484{D&gzLdIb=+L8F7A2<=fv|Q2R$P{U+ZuXZTWTRzRNSz}*(Cn}wT|`4 zUulnP42e7mB%`hz9i!hB&u)1>XQ}8cOfc|DoNlz%?Og0F-qU1{FWKhftI6`FdUW-v z;np=RHKSVyH1XxY@hNr5Ip?pfVO#iCX3%ZrM_`02$X&otJ(sy1vssa8a>1$j3oNsV zQ_PJ+?RGgi13VM$L}4A1Ix6F2)#}r|{LA{}mvZU0$!=zqopW%KL=0wPdMf&2xO?3m z_R${y0Bi;wz&gZujgM?sSsUrH$k5AkG!mitqn;wH59dwQG}n_zxmzpIaT>;5qVqeB z`%m<(p?E#cJWX17h#FJvc0@$E*tyVTpS<9y+Q4yf_W~bbhx`oOQXs1s^oq4^uVr# z?)%4!cR$_VMX9HM2AO%O+QqG~^A#H58B=q%&US&<8RY#dhJO^xuHH=pK^WP(N$#h^ zVL|LWdsjYnS+&22kVS8*OvyaU43|s6E8l4BzJjj!v%~iKcDS~hE!?yHqnTrO2jr*){Yci?9{gWc=MARU>n(t4Aoo(B30Q|raoPqQ;qj{>g_8y##YSTu_5ANR#9DW?s zkuIU4TDr>;wZx9Qc0LMr>(GPxQ>-KhQG5uIpmuz2+^DAn_`#?mM8S zNg2-HEVD?e0q=)g@%$ij$*aB?yoXxRH0=jj((F>Oc)E82x=ST1nz4qOwafmxkR3mk8iU z-Pw<(YZ=Ab$n+~!jhCTj=5c#{JhNOhZMeL9Mox3rHMgvIvq#o+hmEe59YQ$%Speam z9RU@@%RJ0pS>{;_s+B0X3JB?sYONieq`Gay&69AmDyRnlFQz-v_G#+LQRjk5Yp&-_ z7QbzxT4^`7-fWkSKYtT+ao;|N(ARdi8c&L}$9qkVWn9Z?Fz4|dLH__~SDISFB)eJT zm>bLi_i~UR>({BpC627Nn%9|Qa=*Ega_v8#;aOCso~v=!qZma?ZkGK><*{8GS%zrZ zQ)<#QE+zZXw_s~F0eyXcEOs%ou#+bPh3Ba?z2i%W-tv2h#v`~@l&I;*&*z@?N5Znh z9+@nRaU)1aC$Fik6rU$C!*6?(+p*K5(QIyY8>d;WqKuS9ZUcI;{*{%aK+S6Mx`c>) z%yIYF{{TAFT{eAn;6Yq-;HB14jWhc)G%E!4)d;+;oP0IEwV5&rVg^IVO!*|5}>UP6<##cFE7;f3Ba{*OBX$FjF({6%%xfwYEsr)iatK^QDsBaybaT_Pxj<&B*8K137DsWi*UMJENT z)UEaCeidr6Xjd9dz05iD7f?}&rj5E1eMd|VIHtj?vJU{uqsO9aHoDd0TiU9#%WO#= za*?!x0R)gnG3d+>T#kQ6_;lVN)9y9>Cgyv4iz##G-yoT0b#;Dq(axH0*KT z6FeQO!R2^{34Yl$OSb67m?cNuV!uufJpuKvHL};5%Hz#V@e;w1sr#+!4SHwAjcyCg zV%pBa;$@o95j>EbDJP&?R&GsF_-EqHBSN*+*HN~;X1$SAO>CQv&<_9(dYt4}pR|N&*0zv2X(lDz zx}5X^y;H*)WO`&UZ3aJ=$~j@X9aweip7qU%#3~WK?CZhdWnNERj;%f`cuP^bmrvAE zOL$CQGhfBD$aD90;P&S^{434%PZZhPyzp4uAF!4!3{2aaJdRgANUpnF@O_7fEZz%* zc;xdu)tqv`;~3AUwP3^WyGyl+{Np{to&i=lLF<9uxnY`7arcu<=&O~~a zbt8fG&3TpmmBy8N*4GLHuW)iJ=9(PYV3C6a4?d+JsIIp&m^WeVn&iyI8eNkTj#;r`&dVC(1?}z zjw988>TA|C4*_Xf4ZFn~OLP0rF=UjCp~f;WIIZ~-G4m!Ak}=K}w5yx0Yf@Sm(aTd; zsP#T~yprbFTiM*kV`u>wCx$1zSApC6L7TE=kJJt;);x9Ls5MiD`Qrt8B$0W`TxO5%-6!bS0t6 z-I?n*A7%c+ktDtg2x!^f+4H-fnnoaSqp7Yc_rwzTzU6HfPm(E72)CIILm)kJ-MiEg z=@#~Jm%Ntdc%+&9x3bQ~RXj5eob|08JH z&>cqJrU&*dmGz~;)~{X*kXkEZNb=-m9Fltx$JVg?9pfpyGptEte<+hoxNVZ><_O(4 zk8fJ)E;X$;Q?a-nj|#@E8^bv^2jI=yLcb&f`(>6jJK)B!+nMM1vVC84be> z308OSF9?LXaY5O8}QE0u=av|*0}srSWu zcAMZ$J4^5rHS5Eu-pg|b+9WCt9e8Mg1gk2RZbzxlPCVC9(oUCmGzCwTLzuJZPZgT9 zU5`SXoo{+w3`>hwMp@!4jxfoNKPsB%#C{;S)BeFN?1mG;9T<;7Yol94mMdW<0wx=F zI&stUt0O~=?U~pGT#_01#%Vc6snhHv@5=0P+Fpg{$r+Jytl>%R?_C+v0$RVyHiqDO z41e|Oau}^(Rf!C19BQFm&Nm$LYV>hiT~8XvJS?pySwjrq5AmpV9nE1v5mq=m{Q$(X zDNsDNUVVtJY}&Y!3e2iL@CU7Wwy$j9%^{3{(E>po`K}J~(8YMj4=vO2tsyIzSE8e; zGYzz6FarCA9ji;j)5WK1%GXi|pq4g{Ry{C!AI`2t3M9_kM%5)i_5!KudT~oQ0wHN- zKvfiSNo)aD?A46aTs`&Bj_TrX5bIJ*H#B)G3V(G6e?UFWUA@$Fy*t8st%a7M3BI^U z{KkokZ&Kqis}H7F@Cd*e?%x>OUU(wL&qKDlh(4iYCe#`=1*9xa5TEW03}YENKA7gT z4-Q;wtu(1DFxp!cH!{m6-HJ{I2PBiw01Ycx zwv$qb`7y@IiU!Sq_fgWX!*y@2UP&Zy#R{(}HZieRlHTlk0q8r1@?0Hys9g{yl36B&^RyolbQ8g_6ccy=5J-ft2gh?>MMh{5GQZxEiWyYy%ZGGfV2#rj6l3RH8 zxN5+^)c)P6Zbocv+NF;_kJg+i^EG{t>q;?KPg3-Duv|2^H&PL4Y}u0?@IL7GWBCD7 zS;qQ}?3#_}LB>RGaU3y@nfAv;9cmSjT-w17<+ri79%H+D{{VfxN$e;tFP1SNn%_*_ zm|#Jf?%Vs={=Efu9J*fSgtvD(%RQ}`lv=3y*?v;v-1JrUt5PkCcz63g8RK_=o#GL> zQ$DThnx%BnEGch(&24T5Q%titbMGU1)V7-ave{3k!*2zQEVxLO!FE2R)YMmrtr;af zOPX)QE1QuPovK?U)}IBqv}E2vP&SS0=-((g=c)Cpe-BDGjBX5NiW_$WaKXmm*1X~= z3^QE*>6wEQouu@x9s8*Y;12W<+qGV*g))=LQh~FRQ?qw zf&4eBcyGf=7Oided8WORWQ>qbz>2x!j1oAe-Ili0<&l2y0f*sT3|E5k#u-q2uAn0S z0Cy*v>x1_R<-KJ5j(5ga0^dQFAbx2IkJBc!`~|C@2>dm<)*2hfCj}M=Ji^~GW7zE& zR?9a6xUU=PUVYTo>GvUGKBV#dg?fjA^@oeXmX=2FS=(C1khuyD{lg@j^yK2Ugk6kr zld?nglPg$SYL^AWYSXpSh70?U@uH$-dXJHL;GFYN_=El@{t~p-ExEkY+Y+yFju;xu z)pZ&4nZoKuN$gpS6UB^}mp>znegtBY+f$QDxi>H}-C5iWKHs}K{{TkEYV+|>YNgGv zvQnhHh&3zmu6QadsQ&=t>rIe9xL)G4u5}3YUjf@NJG`f8Uq4PiOjjv!C-xQl>RNC5 zPLFa5O&9k;>a05v*wSeisRWl=N=v%SP>;;Bc0cmbc?vVVZ?p?iNeg{C06@=oS( z0&QRJ=j%fFtsaGQX?9GHsp$R`)vYv}TUm9Pwi^WUm8C#iYlP2I2P3aF+zWEv$ZY2HTfd2r0J%BamPw;oe zFErEL+*n0x_JbL}p6B;+citNWkWP8VbJo3#GrTq2@o|^-hn-~l^`gBF*T9+|*&$oK zR`KtHA3Ryaj~3p3>oHPKPT1>DwD2a0YZTWSt^T6XsLXy%s%`K0iG2EWt?rCHlstYLe_o*>r0tgZfrHjkj#jy zki4Ht$GKq~p~vwrPsXo8il6B0zrFJ}7cI`(j^J4=-^BRndSacMLCw(Y{0(gzcwJ-w zZxgVS^A%ghHWycLM+LRCvf@BlV?x*iJl21N^?$Km{hmg|Hv?;W0y-M$HJx(zOVlAY zO%`TsFp+Wy$2I3l4Pre{au|!?B^A2RyC#z=jg8;l9YL_G6$cU=B-Mb{zx_#n7 z3o3D%ka%lY*W@zV+n|jU%D!{#^GBkN^@B~!?M@KG-Mv`NC&kx#J)>Ibvg{Ha(j=-K z3H1Z9tFZWqE+b?X+ZBF!FhMNc2jN_EhJySSgUfiI=ZS|x4sI$rr7RBPlHt(Cf7gX>K$dX>8;YL{(E@IKdxy0qRc~?O36kGhFL0_II6> z#Ud{d5zqnG70ugeQ%s+}V1Y*)oPa)+71fp6Tja>j6P@9S0<%<9PO0LjEnh>Tx$y<9 zr2bXw!Kp=!%Pc&)eF^?m&s=M9&v4CYV=Y1b~zI509uFx>a5+GO^{M7K5*&v6s-!cGbF zBAI=6WA?|mu~$RGo#O>u9FQxT5astzps9-XsZ@6SZgzUUsVZvYYqlMWA10LDdg zkzCx|#i-tgS=}KU%O9D6?~eEs?-gA&!llKpNzs0|BR~CW$KQmUXFJ4BuNF!aW z+_5|b0{~WB*U-mvESAngoGL13ZtqZPtlW-jysDbB+=@-#C9aC#>nvAx&Hl?c+jjba|Ay@n4 zE(;G&rBk|4RM}%0|OD3hd z*aq1e%nI&3`q!`9UoD;D21SzIH^V9nWDiQ8UAWRU#FEjh7U5=KB8k%hKhL#g?e48( zs##p)C1-y=hn(7Ler>$7*kxW-`wg2Bf~nS7aq4;sn%`E^d@rYcuHY@z_uaR(Q^En= zk7}1!@CL1A1hHtA%|DiRyeM-bucG>o*1YaJD~Ybp+hdS8eV$7K8+V}>w^KtUq|!kU+$KdVxcZNL*GZzo zapBezUHLJET$q%Pla2;`eT7iC)wRppORM8{7Q@c+6+pvGJ&&eppjk!yn1`Y|z z{LJ95B#v3yKv(Ab-1n^=GgW1T+f2ep$i~Oy5nWxKlowYk9I>J)!Iv?OzU zDIHSRNz0O8>Rx6FG%uYUDdIMdJmbVv(?Ck9|zzo)^ zE!yA=y2t!4&kQ|9a=NXInr+hB%v>Fz(8#zv_BBl>+}S&_IAsSMe}#0#sVk#`aB+OB z-qy5xI~KW14MHomPrmSjv+2)z?Jo8CZ2S{vYYd)LFh?5<9Bz{wAI#_Qt|LcCrjlD` zBg?vos^{0W8mmnXmv3n!WS1=G(2fB7Ii}GT)UIylGI@gFyAzU0IW=N?zdFS3P1(ld z+*Lg)%1u(`U{921maA9m4Yl3Hq%I1=+YdSC9Et(%XK9ykS?X*q5RmxtpMKF9$mjB} zWzscUNkW+JB9&K`aKW}7%D$xf*ND!8_ilOvf_*9W_m}#5$d)%R9CDxDL=OiQ$BM%H zZJwv4g2k#AQd%?VTYKm{l~y@n%WfUoPa-CuXn3!dZnbZTwXGzx@-!+E_V@;#d)#IXU%CedNRgRw=`2XynC&} z_YZ00!RDlSJ4riOo>(7#Do+kvtdZNws3T?yJkm07KJguSt{Eeb8<-OK!Q69JG`(i$ zLzu1$T1W~w9d@3$J*&}{6PA}GPCu+(x3p)`8g#HTH1M*LM-PwzPwyJv3l+d10knW~ zj;6eZ!^IGPXU52|54T*bQL7vn&|?654z)K{TwACnOMAaHGP1}?R8mLW$N1HFwB1iuw6?miv3r35F+X6- zpHovg#u0713Y9l0sM_P^@k>sKmk^<0$DI%{k@W+H6^${u*EJ}iiAV1n3agwb&pm6P z*Ze#a)G=fOAd-EDpGlt}T^{{RaQa8Fvy@lDXVw~kpc^USCL z><(+0wz#~CSuO6%c@gqYX2(y;xhIE}NkVrz@VKZ`qf!lS7t)A4MWx0Y=7Hh|*zOh4 zcrU=Q_^09~yQxWjkWHuR&omb0fN4mPn|DLGkhpg;;KjW`2Q=Sv4-B>WSn6zp8pFFnBx!fBrxH&tq+iiMG;DJ87s=$0f3{uM? z#+!_hw>wB3RC=87eznDFuv=X2YuJ9zWi*G#W;rpRLVXQtc%`C$AK&GQqQ@A2emhm` zEjkT$@$KaxLj->+FyYw$01xF{b5EN?qJ@8FJM=j(H$tLItIVYxlt6uoDazbs{ihv3( zFu{i>>(6TRn{N`yX<=(?X=4O1?ZS@C-o#e}eXmq+6=dgD~o&8?Nc*)B{Nkh${{ zE77od2DHA@9h*ZXoCYZ5jeBlvdtwjZt@#`97?GC1d8--E;lRP#Dy>nkq zR*uIMuPDD!+RNBz7q=}jTkTck-zCGR%Yrf#FF9LA;H0=C6W~|S1JKjEia>VT?@ay=R(79U+dj?2g zg-VgMLkh0n%O~?Sn{TIT(tvL6WsDEtiUue3z!hsyx0=UGVG>L8k+{z&EZ)E`0;XFU z(@OWTi>GQbTiH4m{{U5Uy9ct#sZM^&3=0mFi)@y%e*@bAP>!1prA zZ5N(*2)B}P*RC;H(Y5xEsM*DOtg=TuQmNgLKw;3+x^S`N%lMb`K8KTrR6PhHu=Pdr z1lj%<2k;`cZd@6lkaS~N7w6@h{m~;8MRw`|QmvHQRe>(K-F6>@uSFqg)Zf|_1TRVOD zP{eZiJvgrD?Q??^`J|C*&Q+JgS1QjG%_A7*M){c|94SB2x%ePUOSvsA?~>kLH(SmA zu1?^C+OI=&*19}_tx-%#vR7`b1~+u$j%zai07Z{d(QUQq?;^50q(3_3G5`v$KM&Tj zuLV&C9;2lEnPT$J;sR!CX>Ddgl3b;$UjG1T-b_M>trbEqyRhI2^Z8{5X&#c4 zYAeL!p}e`byJU65#%g0cUyH`=I_$K#2 z)1cI@9tliu<+qjz^1mTa`S z(k%IKLJ>|m&vRV!R!H=eqbF{NL0rswyXpxF>UV@%+YPW=Aix9JM}K~`)#}n|(b-)cdRbwz zjxi)r!rOfDju#`6bK1PJ$6SgAA7`|Y<~%7Z1$SVRag?7^lM^V$X+DQ@{h?)RYWEKm z*0%AEOZ9Wu0qb0#8n2FgK?Rfn_Q=~}flu8Yr}~pupzyznJV$>N+O@2jZk(>D*EeI! ziV%B@_26ckq5MX)@FbUupy{#R-OUJ(?bl3xR@{E-gMzzp+;iNHE44)IKql3paP00pbp#O;ZyNTUE0x~-;C_( zoujY6t#LKdd_cMvzYw+g)RG$dQIflQF}E1RGKrM0(vySQzl8IoxhH5ez7a5`4~ zmxFIEv}Dw!y0*1hKzJjUacNU53xJ@I0bFy8^XXmJ!+!)!@@jW5Tj~0Z^{h)hg~!@( zA)QV@XqW~d=cyZVw7HRLoUEO+F%QEf4KAqqk&nYsN+D~>1b%ZrMpcYC83#RBanH4M z{xFk7(7X@f%RdfXTzM%xvqtj97H7*J-ZL&e0A4eID~`RNTe}xJN=q?SxH8RZrwC=v z3t)GyipN90*KFe&*^)1^kddHJ4%~G5R&thyWhxxAy6AO26V!B@n+;3EvyIyA^{KO# z2{=X@aMDHxP1sD2PiOrV ze)SH$sKs|_4TXyrk8sSH=Cg8boiyk|F>czT#2MENkmUsix=~>!crOu_M zNd&DRo-%oSl0oO3_2#xx+SkMO!bz^C3|EB-xD)TqWoj35PiSscnlzN|4z0oVtm8KH zUwP3|lrMSq)fmPobincIR&LU>ZQ8`H2da_Yql)M3rQwP~V<&PJAI_E=>zM8^j9fEi z;*;lB{0&>U)AaGQtd3@zE~9<|FVnquMyGScsfE(;)Xr;?_YJX#XBcdDsUs+ufP|D+ao|V>V zF}H|<+DkgeDlYisJd!}^`BrSYMZKKShJ{`kM%e*8qjoB2wOKT~z39wUeq?@!kLyt= z-&07`v|LwG{+72^`rBB_Fv{CmPw<~n?M3u4T=;_Wd2nKZbF}{e6LbUf{#CNm+uvVU zYQc6)kL1n=e1o*tIdeYkPUz$oNxhZ823mWx*b5(C%-%h`U?a3;<`EBYt9Co3T6=q-4v{sJp z7_Roo<~9*SW18#rX-Jkm$L!@n7+2^q*FA-Ex;?g~eJbi`b8!m?iUWbTdV6G4*LvlJ z_NOCU+B`>NM6qB5i=!`RKZZ&8wjL&fn@@ARG4nghosWl7BTisqM z>>(JH{%BBOWOO6yDq$v_Wv7_+OQ(t5iH_FY14xR0ym}9%P|?DTOtq@JsA3{4K5Ta5 z)}iRmn5`^ycUB=S9`^cp(ZIlnHWdf;HOt4XeV+NsyG;&pxQdSt{~U%`C<=X7TUexv*-Zv6<8?8TbFu61i!G}s#9rEu#6ViW#~w}09Z$lC(rVI2V(=CO2d4qWKBx;Ka|FBam?Sj({kX^Ds+sU7~bYLm&S zN9D#rnn`@K{K5WoH)J?2=Ea`Nu+m9?4Yb#}m|a{2+=*j1Ys(sV?Pt)TmD@{9>Fxr=%Z$}5fW9o_b`dvN;2@wbvT9#yCWq7U)+ zscJHQV{&m`M&^MunpT=p%2^gGw*l1i#yI?H#o%bQr)xMR*sx);g)%v8=JWL#~8>`d8}KLl21z=jZjoyBD<1Xe>YQ9s+=B>&vR8=Zfp=xy%ud$nBEYnE^o5)OQkcS-x4P3X9MbN}bfs{yO1a%o0rd>@3 z+R>8uqsF8umMq|XM_QKJ?kzt;n`G-W^1qh>QQP>A4P^X|xTKw=_P)Px<8>10sii<8 zGD(J-Q_0*`xHp<9`C3a^K43d8eKXp#G(B?PL)0Z}z|RqksA$G{^{r;s zAlGz@y)#R*WqXHTD|zdVS=+GuE0Yf}C-^V`X2OfR99HIB_1z<(2 zU0Ged$bUL%6sxqH?gy=CqNTC4V&zlYLU)a}Jp;jBB8qwEOWT$b5HQ)~k9wiwD;pU# zOHE<~w|n$wRg@fwIQdIsxb?0^&dz!5TK)+{bEEMRoIX8AwP;#udoLlny;(0BB6AC1 zDf-gnah1~|SSU)fthMquyWp=4%(~U(%Ic;~u)w1U82&$(xbUxa z0Zf+CpW!XR`ewT*CZT3{*vUoI=8saH)x5fF$#DyBRdDFzx3R6AabwhU__aH1>~Zs` z?A_{FbmJYaAa6GV=81=2rDWLNE}Jx#vgFuYaKQDAt8{XweT{DoII`2{yvNTPml^)| zMg4jFE0=;sp7QCyE)Glj{cECG0>?eFx6AUk2d`dhHs=1?&sQ<5DI9UCs4BkPlj}~y zMsu)hc@&;_#YQmFee4~)W4W%AP4Js)CS6MA;Vra*^Oyc7QP*#`yjX==>ROZf&&~-5H`XN0dYbv(Gs^0b2edf(v~n;{>Sl(E^7DAm@e{ z{ISJR_L6kb6g-nrhc1_NiFJx6TSNOd15q?OZPXPR?~1<_q?(!YE=h%Pl?8Ys+N(=$Y^4#GS6psZAJ(<8pR<~c z+Adn8R??)8)b{kQmdDT4wEMQPaI)Jvh?UP9I-Gl&=WIU7b2MV|X;E|k04&#v(7iKg z_W?Akotw_qKs$Pq-iDpDF_TxZ*;(CLzMb}TiKMr<;^aT@E;^rlin^X4wu;;(iG^+B z`AQB59-w+xomxJl71VJ_c0_YF3Mt6-=QTWfZlE>cq?X$>lkIXk^WXBX7N%O|C(QId zqKI{b^idg)cv}0E}~~P(F|-%V>$P%9}Y4nhHmgMuRhVwIL2y+hHd7! z@r&9S*_l>Y)!n+_5HnpJkAgKw{59lBaRhTU$#~EGl9ijW=i=(s z$IqIaG({g0Ihw~wg*kbq^AFGf2lK1mBeyml2P-H7;^y~^4t9m<`c`*{Z7#H}cTY=~ zjKu=&MppDcdmi;~#G04(o$ixvf7LD>*Zrn7*UYEL;j!i@N}F+>j7?S%XW-2i$sETd zK-|bjUD@OHKc!i<@fNYF>B93_xVO6yxB4sJSw%1eb>xhXsH+;~q`H-iwl?4yl&(&C zAR|B4xlK}6pHhcUwA^iNkOo!g0P9az8zV|iDp!`s>Spl;)~%_wr*?@PvtxeGx^Mu< z_U~P;fqJIa!c^UvM6xz}{NY7;PNAxp$cazRFib#vpb`B573f+;%0+FWsW=O!d5(Uq zx`{_aCjIN9Urd?Rt{PTsdAn75fs@xYKf|p`DfPWtA;UJ(27L(zvu$QuT{b^8fD)3& zJ$d9;A){*VpnO4M=Ml*+Pi_d$^`S=hCNr};8_PUv`q#_W?{NG;G}!EcxlEuts^m8* zsa#&&A;^#^KU`GNCT`*S6JAW)Q)jzQNy6tJ;!rI$Nn&0%V1evFs<)TeV`5TkRz0sm^iwS6ioQ5b4@bdK^MY?ULB$2~o(xbYv0 z=hUH^-C{QOqV6p1 zmi7$XT7p%|a!TirN8#41YdUGUxBk-7<7sSVJDpRXDZ7F@Qj}p*Ceik^CuVk*gG`>m ztu3aKC?=JXMUD0pbI#A9?OcYXr+;N@Z)~jYyh$5BQoi+f!cfI7gL<-z`Ij+<8NtB) zd)6+kJ^UKXjdW#niM+VpPJThqXT4=gJhOIZSGH1uO=>nahTiMSxjSH(;J^IyVbQB& zeeJY@DYnaj@|hQYSFu*=MP=S1-C34SqnceKRe0=8tc4|5&-#gmK=)JBS4l2P4BkhP z*KoFl$Iy}d>c*23YW^d!uxofiZ{Hw}BBUzvPDrd#sM(`tNG>2GWO;IKAE?bg!&>WD z__oI7NACQ?6K--zR^z=)wORz~r59t~b%>*zO^!T;7*ZS473JO_vW=jUIZ!{8cf%$+ z4@&NCbp*N7WQ#4j6Ug;i=C-V{UBw^;LXEll)1@9&spdC!b;))n(QR&2=L(1P6+-s) z1iXCe+1x#iP|$9~{uC+?`mwhjgjFf0K3R5czN~A@oNXqLUJmd~w*LS$e<|mvuQ~CQ z<@K0>;RHj!Qw)p8#r$pk&_S)}FMNjdD`-pc(xkZ}QoTsP<35Cn zp|9S@s(5kj^s^V)qKj_g4i$5qs(ZH_pK7J{h&0QIto3_lpJFWW!kn*Rq3X;MLdwVEm@)AqARLU9o2!P-KJ$>qH zN-8>|Of5Oic8js}?e)AG#*s7!Y>?cHX7OEH~FFdM@p!^4=LlipQa0+v!~`=Am_?+Dmoz<0hvx%PjKm+87algVoLgHizDCQou=X;w;+uW3n4)Ej<+H&!`VO^v!$G|)*6~@fkx)9wobO)X4_f9g zJX?I0)~#`SGG8bHIU^yrA?g?r`qj@A{7ya?y4AF6F{n$a#|VN8*(X4eZVJVMh3k(~ zL~yQNhdo?cr=#5OHAT?m@Q$xc#e1Z3KwYK;(eDbu1Z|`B%?rW~~xOCO&4^ z52Jb->^>Hy$B#ZGwf?4oB!&}lHN~>|A)H7EEEfQi)3@CRk}1Csv&gUlNQL^z)zo6K@m2~o5=~9&sWp|cQf(XWXat9oP z+*Qpxz&;)E1^%D?opW%J$^e?)Rt9bP1hB>frU4jG7;er86?0CVHLV6Gxj{6DzFeUH z0C;-U8)REqe#p+&@yOY;oc{pJIS24D?d*F~Y|+tHxnIY=7T10kK-yiVt8p%mtH=B7 zC=ojjse(@inT16ZP#~g;C<5lKsY|SC_j;7^LloCi zw62h@)C^8e2X1P#QAs?j6iCuY=L)JaN%j>sp>Y-7r*(4$y4yoE&m?dsNR*O7k6<|b zDVEnWS==qfyOfnPwZP?0F_G`@+JHWn@c#gXycIWqY+$~=Xk@eV0h#W8bZl;LxdSWQ z3~`g!so}gyq2Bmw#IdfEex;AkZ*dg3d=Kvd(EC<&{{Zn*_-jko7V6T=Qi%<`>;9<8 z<=_cH$;%%23-s?;)-mcgI;2HzrMTGn^G-sKQ_ot)R=Ma=e(kR8`W+sZajwsx}k0dVt0Mn9cmx{H^{{XinR+nuBzSD$5f=@%5zkPA4!7l49)2rY(Zi;=qD-QA# z%HG~bB5^5O z*CqX-aRNr80t9Y$@xT87uUk#4i8L7vt4S5%An-SC8R?$FqETm6DzxPmt!9_?Vx`PC z_ZKJ6ae_!`OMJM`VN>fmu+rp;&K;@@IT94kGshK~d8o_w#ftJR#Xt{(_kFgdDTK|*}4&(HE6x`niM%{=kM@+kl^p1+4$mQ6<1 z{@v%afUVMFwD?T=uqvrtn`_@`a_rf`2a~#&|yKhj~?@>W;_%lEZauf3$Ik>9D3DY(;HQi;xGy7M;ni9)|H$$7Iy7F+16+! zjI5mJBd$emrE|=bQf)0sZm;2n?itWx-P6p#7TKS?bHJlj)EO;8d4qFth2d0s0YIXf8oD^MQui92v_uY(lI{9dZJI2X zGCp^0$XxgLuG_<&1x;f{X|+E(({?0+U`AMX1y657Sr!^bm#27!>c>~Tk~kyf84%`d z^aIkOH6tl z4V{rBgo#EAAIpzZRT#Iaq^6dP^IQEsZ8|`2WJbAQ9kAQDKK`{$h?M^Tql~hSRCg7l zu15&HdyA>&l)C^URmV=*_7$sQJU4x0UrV=|%T%{MYAlj(-Um^h{{Tvh3E8sWgzwht z!y1N}A;gxb(nId2pV0pRI(CVn++A9(r+aY~rJH@mk+5If4z-^sx3@CiS&uC*A}Yua z+;jJZbedj~ZQ?66I)&RsX>Ou8qDKfA4yQliO(i0man#Sc@ot%=NNu#sCA*b4X+a?m z^)<}TscIUWQmw*4&Rm%jAC-Dl(eUSotraY;^vewJ(mMIFpU%AF#rpN0p)4_2TuE@q zrDeHf3Ll;T1Ja|GF?$8v<95SLwl`K2DmtXC0eB-tz-CkPFV_`o!LwW@q~<&YU>;E8 zBZJnkY$Uq0wIyW13?2{{BtL8#=`^Et3O=LqLib49$wRgy^y+eJ38!as*27s&oS>}Z zzoDxpp&ZxuHgm+&ZIo?AJx+7|YmZ5qO-gGwVH75IZKV95`_`Ikkm*Zuu$7u-8C!_X za>u#NVn&h3fXKTVLP(RdA9{3Yy+bg?!MJs4>*?6FaS>dpiao#H2ZQvgcB>SZ=#0A~ zQG?A=y%XA8EQne+UwYAsZ?xMj>^l-rHpnr?YTQ~z6zf8y)wCkHjb^xLce1&1(Qq(- z`t=R2n{z$Ww_%SBMEzZ*2{{SkP zu2|eCrCSi8=lC7uVlYHV>LG6;SC?Ln==rnVLEL_~q-lPgSo!*(rQSvx?0rwd~;=q-or1&|KfNOCm=jx7qcXCF5 zAyy{SzqF%*%XqiZ?HIky%!g{q;P9*J2lJ{?Nh_GV#}Ulhn<(5H*vd+&=0wOO1|gOM z*N&Bw;vG8oT-Pn+)01;u+bc>(3&F-o?OjdYt7SB+=41Z=W%ln{dUTQA z>7Qpr(BM}Ot@sB|mUcRPDQzJr0gExrm! z@-La52>@Vz72J86o4zmCgqnNUSdf;HpjQ>D5KOipb`$j*C zs!yddExom|GTvi!pdJVR0II90blhQ~)ciL^xz%+Do)I`PD;QTH$p@;D)9deDzmpZ} zURzwxX3&rRxokHhKxl)rt*uxLJr;vXtsR8}_ zdko^cZ;4twQQKK+_E1cQKiu53ju?ZVloC7jt|rPE?`KuFUSH)bdJ68PRaAnJ#VSq} zJ(}0Cui%NK{{V!o=8kV9q)r2vyudTZBE1XkQAsLEZ3H(L6B8$q1GB{-=zPULcO5_# z!D+f(=7}R*Tiy|L$jRlZ0uMf?w|drXPGfQQX&5Z2g61^~xv}fqS1ow+&gko-PNf)H zYQ+zTZ8gQ#ko%eUTa-ll9>cKz01Cs?EW|PiZjcgq3d5(qJ!-VyI4?$ICxqmA-3I_mJP90jBM>LdutC(J2HuQofWy^fWJr~leUC0YV^D+9I){d8; z32oBu@e5UAoW~tVSb~+Xcy;wOtE@9c;2xUR#<%<@R^ijZF#ly0Y;cyAaKdo)9qb=jA zOL*`>I~crxz%pQRbK1G@AF4-tr{BOxGsA`|agsV8$k#IRGhD=0M+)Qy!Q}H?Sd1sO zmpW&+mgZ5zQRS3wc77(mhfomP1A!dN8ew{Gm;ihG)}E#E0_Xl(%4GcUT{I}FRMZi}jKqCnyQynj>2&Qx%=gztiic7L zdwjKVF!WQoajs6`(ouBvm;2irbY~;c|Df z>UCOmwVD?&K^eRGP|oYPi~u+lTT7JO&wkOfn|MI9i+Sg6fBMF%^Y~_1n_fQ&gq_w;ah<@ofv%03P^B23ffQscc ztL*5D3abS(t}=b=tN4|1{{RwwI%Q(MRoTJ%sjn}-)Ee$+@-V1!FnA}{y$m+AQN>w) z_UC2d`QB-)vxaAlVi@dAXIe>nrfc`s+FVaP#PNNd02wL|Q=Zjw4=-4|7ZOdj3mH~M zWf?3sjt9PaR^^_m*7i}RoejN|caoO3mT%r~kYqAS-Bhsri1(^*OCxMP9n0U7vMN~o zIMwCTA%bhz;q$k~bmjU})KWx4uvEr_XmJ z`U1PY`K6dW$^^K3@Dm_>RS($npYgq^2-~D=OKK0qunpF8>tY{7|@9gAu3HFPO z6+ET};g9p)rqit3B6^k1?PEh$xVDc-i&02Y-sPDU_KXP*19Ck^YYS4omTBge zAd*^3AIyxqhH9UP?}g5!VDkuq)ELo+@iu;T{7>iwW5i^Iw_06oZ$)ko;a3sE>`N%{{Z!exX&bTl7I0h z^sNP>R%CN&lC71y%W?jbDc~Qt7a1JUZ>KH1vCk~q-5Yiga54Pqe?8-cqGTRqLk1@q z3_E}N#XjER3#iD56_5{}COBQ=b$(~^=DH5 z0FZphI4-+a>Uvi#;ftcWz052yCfdLsV_kl(kfe<#o0o+_Si5o$&0H0uYNus6e(fWj zhU!Zz*r#uw$r~TnY5xH0)(?wc&fPMcg4rL4uBKfr?xMFas53f{`D_a1wQF@-SyeX` z2f5E9tz0CW{L68)Zi{*~+AoG7P;nqafPOt{k)B2kA5=fWeNAU*QxR`<6E_NS1zdtD zZzoklvNSno_w@Ixo77YzXzA3}vAAb>uI{GuWr8m*9o(D)inBe`FEzYTfWigjk&VoH znu<8=^!T__B%R4QKj14m^8K1JLgV|q_-J6=dtoNQ6H%}Z%0Fe1y z{KWU;(y{zIrCxY~acLA%uaLW1;6Bt<{^{ed(yqs+PdA32P}JvjK^glsxH#+6KVG%5 z;k`oI&rFWm*zLIrT1@oMt#nEXS~JC`R#fidQq?>Wb*AZaUfbMx#smAviODPK4O{Vd z{7n8E_m(S)1dX+f5So@ zBHZ0-&@6$OS-=6g;R-{9WT+LtmOpOJXc+nSdow2_#%#2X44NmD$UE5%bEWn`~yAKAYjo z$nL--CVSimQl=E zZvOx<7~{8GR}~AJ8SG(&9z(y)J4ZOjHKT2NZ#j||X=JmNjFO^_rF|U<=LQvS!(luTIJT;V2D*!FM2y4$-5=Z07$+R;v=0zZX^Ls=dy@cGhpdF`JM zZ*>}7+R8c=ar7PY*jBEIbho-hA;|Mrk9@6XF6Xg9^D7#E2QRLVjPLDtFP$}mBX1c} z=s*OH{cDE!&2e_VJGj#Bmc)ICDOR+%@C<1FsS+B2Pw6{(3&mzSdi{0?x_vD)YbufC==kNzkn4_<^Wg{{X@@s4c9U zO!8^h6EHBTY<#b`<{dh8$f=h%LwXUVCjFzak*gg)O^PTKGprGapo2W^AH?|MB$7|L ztvwYPbC7J^iYVt>VjVKIFk;5SgR- zOu53Z`@X+g=9_QbTC>)r2-E%Kw2wj`6KhvC)5&QHd3egHBa`ZX!nqjMNhL45`GDl^ zJ!?w)T#HeNneE7(NGRpA^&gE^Mvg{S0D^w-J-(HtIP$Gg&xxt+DqouGp*pfYmG(A> z{isX195)+Cg6UvAYE8cN4b77}w(`5t3-ll{6+wgR^t5_=KYk7{5~_C`Ic&^%k=c_g&^Od~T} zgOCT_THpclqulL<{v3C$Da}qdM=m0ZqdPsHQAMy|Sy&Ip6=KUwitKKd?_q3(Mdat+ zp|$fh3y&xf8iAHzImKT(7TDe3nY`5G1IF*6t>G8DJlfS_{n(Y|m|ELSrr z`qMH?p{K0`wZHpBAL^%F$UP5nRy;3jX?s1z)#OidZIg6Rj+?ztwN!MIQMQH!Ml(BQ z0UdI2fnJXty_Sh!V77)Rp@0uMP(EoN9P{<8D%7-Wj{FuG&Ro*j7A`e8@3f0yG+$8@X^vCc8y6?$D^o9$YQE+T?Fs3)s`2>ki31>1T_ zEQfrp^A!Amy{k zQR(%h)ZE6gLZ^U(HLGUvY1R>|V}IUnc0b`=Tb^81k=kk6m8PF=6rhF(*X2-o{C(>` zQ1MK2vb(ruR@{(|i|9>pcY2Jsvg}vm*zhXui=dri3*>@QFD>HpV^8_$2T}E>cWWX! zQq`K;5-*CpK(?0`t7{-b_F~KO7wd!d^{4AvEc#{Fnj&~EBR@DD0reHh+WFS^F-Y5^ z`LG|R2<`Q*{%v9Pn=jwCE}~G91N=+bs!bO5=+15#TJ}YccE;W}MmwKTUH+el+VoOha{d2G=(4)NjAAQI_>FsFyNz$eE2(KH zmi8xY#G4k`8xJD;k;(d31mHz$joJB#+v!ugxmzw%qOh@RTbpxpKb16}>W~}-9oU~t zReOu8m1PSnED0kYGjS!deJaFumlrKH?^vR@3JV@dBN!D?fHv|*-&|BeH&qve!+ z$yc%VG-&?-CDq(WP>BGMdFzg#eg`zK;OUC&`$=V9fR2?~=fhVPgv)I^Mpuz}Bp zofjzCqe@kMocW^7`-{tHvaj=G!1m{p>rA_|{p%u-^Ghj>aC3kT7}pc0Z6s=?u7>1#wUo%v?`DYn#3~<@ z`idaDw|zECIPRjG=H9zb2&v8ORh;JVBF5wcW$G>{aO?+4@TPTz53%fjh&`x-+w&P8TD|!A< zz(Ud$#{_^#{#EB1WXo}VX*J6NC4VkreH)L`h$P1++}9d}_UeWh#Bf}2Wet}18SU>- z-CSL@^V{CsnInyNMZc!rz*U%Z`7L!DjUwQ1z?j?7heP=Eq`LBM;PRRW^X*tgB)Q;s z10DXgS|V2V7fQFbDzZ->oh0P89kaA{A6o5vJ@#t}+ToFf#Bh_A=eJQ@m7rLyB)60{ z(z%Xk*DQz7im_*Rb7)*|6Tu?w7(E6#!R&pjlB`^hUk`|-P6`KAYTs#*G7!We$Ekj8|6h!!6z7w7UojtK8Ig7cg96Or~&O=Plq*WFT66g5=}cbl$c1>@TFUz zKHY1R6%7=T=;ieimm}(HYwryH5Wlzb9(|}DCWK-rm>y1lin#qcVW(*&!tQ^+g*|iY z>0KaYcy7{IFpj%Clzb|F9<|9^5Y|^Vtje1*qmI6Wnpk+NG<4LHRXMuYxVoJ8AV(xo z#KdkzP;z~~wG7e*W?+u4gOS%XlE!7Sj%DUhIbp%b_N0#FY>ri87;%xnAN_jiT;cA*SVjF$RVVIEcULPL3bvJ@UobXrO(+qg`ufRfoA z52wk4}N>pNXAL6Sp1EQ zu`9<1f_hNXAm9Uf%2ca8|icV9x^CzQWBoo^?>sD?p z^?efNf418Kh!v!0@?%}y26`MCj9mSseVip{)paK?qfQcTv~=jr?-ppJX~# zxYOKDpmo{Nzfa{`;GZaEx!b*|4_ z@aCU;C7d?WMka;PcP42p7 z`qwrlHQi+5^hcwC!r^6x=Bd<+T$C=W97qsvKR1?gGR@E*rYU?;=8q7`Gz2tpgjLV* zkUI)?o1$N8*Q+cR&;EkQCXPdfW+$+w>$aMmoz=tK+qy=t^GF6)b95Q{SA99cOWC)n z<5Z1GRehy2?7ED#)uy|+iqbf?PG5YIwoXs3Kc#FNMzt5Va(v4ySysodU)Hg7i2VI& z9Fvn783Vm_dZR}joOc86t88QJf56qkoN4J4Mk5nf5hUt6*q7l1gz7qkZPhLD{{W9y zpz3!FBave`A*;@Q7LgZ-b*yv|Dg4^HeOmHRvZ}uXlb@}5*rof{bm5iYa~}|{TH{8r zw}&!jOC|8MvELolC8#$|Cczc-;R0 z(zbPUxL@5nmxE!F4Tora;DFfcj^A47q~@Tb9Sz}yrzg)ne2hE)01sJdS}Q@LndjLk zd0pTAaRBaB$8a!s=y6mcx`yJ~StcyeN&vlFdVSfz?Ca6Tam_Qt7Pqm-7O|#FE7%X2 z5HTj%yNq@js!cEUy|U^$c3{+_IGQ#4vL8@A{W>0%(+GRJl`nPKD;swDjno&gTU?a> z)U{k%PEW~uZhFMWzp9#pQxM%7d94VJXvvdLk-HK1?cdw3Ju`~Jj_EIK{>daKVjasE zKQs;8#(%q?;q6utuO*H}l1QfvLl;*2#B^dht9$qFSIc2u=pwv@h4QXe8@p`nZmA-2 z0rwaprxOX9);2szW3>JZ2&`M^Uwo5{{KFG3q3qQQYGNT11M^2~<&XD|S{emAXwBL6 z5YuWmfd2rla}0k%dHp|~U$aKB)1tWBx?#C3qweyz-akMvGwodUgF>-KJ>%lu-;jgv zNavgn)1K8N_qUp~jWaNU)dtPk!m9rObbp>{*tI3Or)(^&-(oCxGRMuu#?aYg(Gxs= zHCn^MmU@<{KA|*?9*Y1H%+Z`P5;9ReTR9l0VT{};h6Q--(~|i4oBTf>m8lHT+G&Ou zTXQ7B;gt?i6b+<<+^$0(#)h;rm73JjI@B6eR;i^}rJ6c#p(ECd zyIC%@i1f(j0^%RtpmYAY7v_b*^}#BBn5eLvthFx5{{RSqjcqLNt(;sZkjh5pQVvzY z?dWSf_$NXdlQqt>_Heigfz@OL^dO$AjQ&-PrQ6#W?hlY+zqkG97{>MJ%15X_&Yj|D zR(m@Opf@((FDK9tNA;@ZchQ{AqUWh4Laz=Py2j&e^y3zbKW2uCO z;^R<$5o1T%x&HAZ`FmA6nFMz?3IGgbfwBiU-AkqE?lmP2!3=?zA3^K<=uv&nhSSo; z<+sx9br@FGA1eL;B%f@BmuWwA=c56Faa{(o5=*HSP!IHcmd{=*i}2J=z9*1ee9JO3 z zDdccMvu)4Px;XSLNv$p98zD*5v}(s6FR$ZNBZ$QIu-xs~>>uSlK|I%OtLlGhvw}0U zNLz3Nq9Euiep|bk%B!bnqmY{2?5+eCNL7djC#Tk@u@T$I_ZJ}uY^sCL6wPx}j(K2* z8ECmJ+XuB$lI>!N5J$RKQUim^kEeR5D@aw_og|H2S5q2=?Y*6`-xOdStJ6M}dh^11 z^|hMZ$71*hOW}ZE4{T?e$k5sg3)rS73{FG1FMvRcNg zGO1EAxG^1mwI-1<(>@p3%^5jc#yQSEh}IRp&#E_}E@dq`Gm!Bd&vkDboPP35jGvg} z+qGrdD%mNxok5TcM!xmX>S-5?b!b~og>COub8`Oxz(-@p@m5};qg`mSX6?kX0t{*a z!3V#+61D8jsJU|9IuY3KT}sbTo@Fk#3Gx$y0Y09UrQ(RiyV_fT7bs41{?V*;(r%_> zdpmi1e|WzxbB=NCU0;miU+k+}&A>Lzq!In#2`Xk2LVABlZ7r0N}JE$rLRmXhuT9#Tg zZ+>hqZVU&?CEPH~nCZ7Q*L4+kc&;~?@+tQtwvOZS>~Y zt#ZKtQ2~vZG7Xm+i+=7UQ`9TA z2R^y>6x$qP+p(kZA6mE7wdhvDB^EX*_E=^FpD+&p08EZ6pV4nctap-=g^5|m)Qk_- zx;<;*-nnPtiFK(S18W3JDyqx5nNB$XanRs%p?R?x(Fv)5&WM$CmNLz=USUV}aCkWAr><#T_mm?F)Yp z+C>Z&I-AJ0@T2Do84H|$2>u)akC)!Pi{f8^G&!x`SDHJKCB2+>HjyMISi_Tm`%o7< zRB{g-de_f-{;{md6nYi*qb1#rogqt5>3|eu23(E65zjuBC9;!_%+c z13rLORixt`4%`J5R=2&f)XdhdCbZEc5R>Ojb^V{wPKJLrI3{S8QZe#_$REo+>pF31 zU%A<<(YWpj=dMga5_l14Th{VQg1+p0Yi zLx;+E0G{;;%f~W_x@U3LSvWRlZ^g?x|P4<9N;bC$xyN3%cduJ!hbNr9JXlR#E%N50)*3y!p0o#&3p8YG=jFVSK z$yJ1@%F;5!wj~9_w2~5J$0rqKWM`4%lcT2x*A+!0VC;?+G#?hL)_D~HI88&lrl5#kjUdb2UD8FyN<@@hqv*2*E;gIKyq>_-IbNz zsdF8zln*4*9ysG3x$FgZx<7^VtrerVzMW^hLz2UlL;lF_ee0&`3dfZSH8C@CGc>P< zdWGzUjdi+bg7iB(@88-R(EmcAj-Y^;&)KHDaupQo=xcNdT_y0r5}1c%!c6I;4>g6=M+66&96 zB(~;QBg?n8=HOR5e`~II6IqhVS7?iJth~oM_F?P&D&4n?HC=`yBx)L++Ii?P!IP<_*W6Ecvnxd&|{sZo9&V@WnWzK0TnKt4A(OY z-BROv$MXPAK==Ou>s0#2r3KB*ZWZ6j90R~of0?Z`Xw5eUn<&_LhAkII@|F$So8geM zf&lz$F7f`+B$AdY&-3JrWS+e$3!f(9=g#MH931*~snLAGpbY1(Imf+cN(wslI`LSU zRZ1Ne#d|CJn->L0bW@O|@;;Pa80E~?ZLl}ri~FbB+O@27s3T@~Wtp3~9R*mMOSY3c zQ4zafZ8fj6zNqF^UAbPU=d5*Wn=!Q;dXCI%RzDTWpaTgD+zx9t`%QRc1OiDsV0Eh_ z!}sv%?WkNJiUnQaS-@gGl&<3J9Gu#uS(nAm$1y_S^urNTrmc4*XYDWs_FlDCF=0Gu zAZ1*C4+93Sjgo!GUBjo$Dz40%Gj8Ea@#e$|PNO?ddXG-jUfN>HswN0ftB+dLn$;OR z#2aM?o@*BVFyve&1cUE;(spXhahGFK8!N4H?$XM}2a)3nW#i>cdYbgROF1me5P3|? zZ4Saf&Pe;m^Cr1HBgERYT3C-qHc=twSjE528yu2*{cB%I@fN3jI@;V{h-R1MNdl-) zPpGdxte5W4*3vRy^#mMOvsn1DO)}<9 zHDH?h(kI$yMfr@m?0qxFE6jXhb91S9s`g9EXyBX7{{U98?JL0HyOZu|&`$OVy$H15 z5|?0_yU8F?@?0p(srU7!S?h4k;#nlUk?r*Rr~UQ@NWl3?{C}NRO+DHsl_8M8oHT)c zT>WXdQgF(ok-)`t`#8Ih+g7?dy+Rwi29L>gm1P-(!rPITvCUImQe`Y9f-{4)v zO2LNW<4l-MX5}4*(l+H-dJt*7ZI^yZ$X%5wmRBmJGp0$Ry z@)EDMOoO&meoCIkwmfI3>AH7_e#EhTu4^?&<|T*)fXiU^IW@~m;$2CbbZ;C|2P`E- z`N%wAp5nHJHshh2mZqKTF=^r{ZohYHJ7PA*;t1+6IjqaQO7BsIOFK34?MrfY;hcN= zeJd?g%PDCXvFb@VCa%GEY@aNGP`-%Rt>H;6Su&{l6!uSMcF3F_hO9v))#8|~ZKRdG z5E4aLnNY@FDGS7XdXKGA5HyLBzrcK(%P8O1suP%d*p9@Cb zXx_|0G82QxrBqm_)2>r_1FlIh~Tm5XNs2LKwF&e4FTQ0O{t=ZajH zM($MG(OB5huTtt+w``hXya`SMf&A+(QMU3`Ef@^L38sz8XYR^eL#k34j%DRGC9 z-ww<$8NDha9$5pQGP5i!tR#H!dUWBc2?vuaCV0-_$4t`}Wk0)63}AI*(yYK0;&_~m zhm|L>_pMvf;GZ#@a^vl>upnS#n%1$nLXxiLZT|o=ws1+T-CDw1JB4;!#K09{(x0R; zH*Ddyg1bR0kWZ(zB-2E}xX#SBWZiKqf^m@9^~Ex2#JYq+-b}C?OSs5UPn&FJc^Ing z8$$Y;t85R;h1_{&{*=m-cd=?&7Cg$#7~^9CIVaYc1A!T7NjYAEsNBeMTRWJX4`Ege zpJlY#PJ5R3rf1Kne`w8Ta}l?Z@!dyC){5xeUfV}E$sCdZ?<0NO_db=GqG)&8)z-^9 zSGkutF|QaNr1S!{ZS?EA4OdT&`X;s$Nst|SfN}imo^gbw<~U-i(~XzHclu7P{g}%H zB(x$;#qtIZt_M+7yhGwiZ{v|g%7|D1v6#0mGvD60>y2XK4NgdI(V5~UGJ_fV)y*N> z#JZ|lKl&^P3%sg0UqHvu^sg#dK1usYEstuRGY>j`>(%ryrJ5^dx_H4aA=)_U>sLH4 zs>`GJf(yBa`Yitdx}8r)M&OF|Rc#{5&8=b5qx(F$j%d^a*SPktGu3nkv7D`xjdK$G z(k?lN>+N0iF;J`STE~Zp!BnRnce5Mf4JmY8dPpPY20P(zR6QusbkFS_W=nnFy0?Mn zC9pXIjGwJp)uuO^Mw58_$r7|OAE!^{SNt&w#iIC+Q;~{~v#q)w`r4wSZ+w}?V+XNzmnp6lE)Dy(0xs5YS(N1 zmMw|nX6E{u=4|g~x3=377LAVQ<2b1=Zs)kPGrTUb6R}@!4fH+h)Ve$?Xm#HVWZO2g zcOd~|f-rr~<64*Z4J%4jum*Auy>q?{n{Jb->^w^}WAFf<>sBr=6`oADRyZED<=0%* zS?JKxnQFsai%iu9op{L+ZvmU@zuMc>>>dpkWyIC%6pg4_{u`DCePjUXq;=3UaaWrQfM=aWr)iur5 zg?8=bGup_1dl3F(xA@j=)s?c!+NPGlpnfJq7{EP2Uc^@IhNY+Yf)n;@=wvI^3{0{w z)khT!z8?ELhUU`wqLbBPU_Tu3S9F=$q~@-*M>{+g_h-&oNt6D1#6V;I@}BswQv0MaAJ?_7gBd+h=M-5c&>k2u$I?pxpebbWJZgO4|=p^H)Ww3 zNpq-LTuk#gNbmxK!O5yO3dE}8EzkffLq|EVx`2#l2BouA{@R982E}9B+Jie?CRRx% zi(@h_cI8Vh;q?_`?F&8{<4}!?^i~ap`~aug%Iwp|P)QoTOh=4ox}L_Ha%=*hF`RLb zj}}|$kxUcQam{wJCzT!4lOBN)c1FJE*18!abcWkdw~u*DG?91Xi$yIIYYT8^!ZFx0|GfAe+^G3sxs(K&8r_>7Q zS&G{*AWC8R<%kcSKl*DQ_mR4gIvmz4^IKh*C9}AS+V(J78B}3k)m(Nzp{LktR(iyX zZ7O|}QG}9$HpUNg8UAW`H7+4JsK--vA+y#QFC!st)8v(x_<JP1C-=K!x+8GcL z9pH(Ty$(eu@ANy^?*Infj@K$aUVXa)dv-NHid7rRoepA|qMRS00Mj`g)RdDmS`aST zB;X@#+<7Ao2+#7WF<(e+?`O*yimkMLuv;a+O3}UNQkhk@lB&e})^**Pc>}I;dV+iU z)|{7DM^CkPvoU|Srn1zoCyCU#kI6%h0QRpyNMyazE$3<85Q-ZL2L*;muQG>Ad!1Sv zW6;PI{eV2zqhDTmc2>5~w%3wFAjf3~kI+{wN@`3YQLB;LO>1c-%yKg;u^SIRGUt$g z8s|JisHL{A=0*!ECkNKFwF!~pjm9@@EKlMq2gM4imTCab3H=3SPLfqFT&qix#1P+2 zd3KUXj3B@Ru&$y>A=9kZ?)&GKLH>_yPha+*+uE>vF>4##O?hxLYiOb0{if`-6qC)Z z>yIR)kTP4*RCcbH*%1|W&n?+^PtC>Yxwsp*62y^#nvN7(jZ<+@Q2{voYTTN9!%V!? z?U=vVof6^^*&J}+KzKD@NN~|lEPyG0lztRLsH#foBuT6R_NHL_3`z=Z90NcGPKncZr&Gm$K{u$Hk2n7&r zAdaILt}InfS07WS4NI9xo_FAzh~hgUk9_k!UvbABvU?7-*lId8#;%*E;_I@jCJO*xRkFN8z}1 z{Y`e>TFq;5o&y4)`f-ZnuRmurmqXFR{`!lP((1>VNvEr7me!UNtfl1J6R`WFbj?kF z4yUMV$qnSuTgsdnQMUp|b@!^8ax!W&X_Byxcw`{C>Tr0+y>`AH@U^dqwI;Q=l+EYH z?6S?B@en!2G0t)LX1xa9jcj=_f_IDfk~WV zHr0GnrcI)MVCnM1BwJku_CTG>D)bf6Tl_BYHLbMJG%G#CLo!J{$t;H%=aGS2&6kUG zFAYa+cOI1)p3z+#*-qYCvuAe$3i-gnAnoas*08BA?#Epkc3MW~b^Vv7X}TVrrRw)q zu)}Q(aa&vNZK&#{PDwd%LBA(ykO%U z%$zyOZssOxhLBT`8`$(l58-ATXYIUK1S>xOvQb6P0$p@5Gs zy!AJRpR2!s?`;OVb* zp#ze35&`TodUfW#dq>u_2({Q3NLEK+<@O#F9_F{TPY_&b>-KG4S+6YazDA9oB|UI@ z=kl#%i&`lyS?`bv-Llv}-GCVj)YJ!pdU` zUuv=c09k-ORmR`}A2%5A>g_l}iYTB9T69*^>JY_wGsAAphjfp59-MdQ0=?J9h6`U3 zTtb1;HMN30tbSzM8vLi<7_R`YQMuG+y}gC+S$EypTgo={Qesd#`wGUoyiZFjl8tA6 zsMyx6mh<607Aa;H*RtF&M%n-fhvz<+$ok_I###JAmU|JU>$Vp6woZuyP9q;_jwQ|l zHbC4s`H0Eef=I6K!TR);FyClXU9GBKub1Y!HAys$7+*E?i1J&ThD8mrcNJg< z8NmSV>xzQo!+NwaEU#i+S(^eG7FHWrh9oH`0D?2^T*j4qe`S0dOp;W&nHm5h8Dn=e(pwcGhS=Djmdy!5c!f*zyxyCbeYTBRFkh?KdtmWZ*bTUgI) zvf)ETDZ>NU`j0{@j+?@IowdmphB=}qZFoiOQpT;VuxaujvNwL4!Jc>6)HQ) zn5y_pGPF|s*|V-7z6+h(LC!(R$9m4Rv0Rb4+9f!QFyN2rSaA4?V4<0Ey~b-{JV{_Q z$tUx%a;ic?dhYG`Q7FzT)+!b7^OrU3XxwT#J%MO1CfauV(V)v#C-$bJuTC`m3g7H@ zN-z-@mj3{Ft^ebQN&k0_woat+4Xm^{28>DwU zY#y1dBTYwFsfVkUT6L#};%j?*l8p1p&zB=PImaM-RXuA>x6<_}Y^<)M z)h?wUBEmTh(*#xpt(2OT$J(CaNENfW(THQ}GgmBiD10}rL49XzvI}#MEt~K0)Sp@< zW6{IHa95AQzY=Mz<jOa_c|f@)~5BfPtY8;QldX9&`fkc;%EXj(PTjI|rv z+spXvfMV?J&gVUV%~bJ!hi<$ns6zyk3F4hM$1q%H9YG$Vqm|m{Tx-Jojr+ut2v+WR zVQ(@R*@8O^7E#dE%?@js^++PMfLuP}#wIuf4_wtP14Fvh^!fDzd24HGkL4LIUvB2c za4NeUM?uts#8ob0`H<%+BA;>9NU65En>vb6af`c0bK>njVQ4NTwifpD;eJ*G#@_g* zYdVy^2)DI@!tz~J9wm|DxnNNg`Vr6JTz%(@wOvlb?3W=@Hj~Vdu1S%HPESGXE2X^A z^oV>SE`{<-st|@n66Ac}!WZdR)$*J?w~QlK(?erY(d>Lxq**qxr%I5`hK#FWqa=22 z)#kn?@M-XL#_AONZkFc>agUla{ns77y$yBRCyZ`1wT|CZnU>Nu+Z@pX%tvJ_-|Ix) zC67|SnT@GkK2T$8d2mFidXhQ=R~e*oR=~=nnzfod>}o4?sT_>4!<_A2{{Z7x8XJEn zb{iSaTA|ncBdYjn;q@yOGic@i0Cza~j7oY29lbMDywd6BT-}KPhbXF<{9`PIJ>RDRhkcS7O@D zT6RA$SJTM*t%+ykG}OC6}F;d`#`k_or^eJpFx_hb*a23%bp_}<2Y_}Rt~23 zF2WV^U$}FV_2#H+>?exPY=NbWGBNdD2tS@^RV1C6rA$3PWa>kw;yThvF0Wx=*#H*D zrD}MhS*FwAw2ce9MjWqP0pIIcx*{wVt9lOU1io1r`>X!|*R5uiCcBONiG9Sd~RAZQA5lUQ{}qwu2%z0IMk^C_Mo^t1nTuHto3y zDh3@-^RAZeQ6GgbB!)CH5w=1`bIvnd*|`$hrC*ET0~$)>a@X*v~_nP(lXyb1ywlEWmoT<6xjTjCy)$Ktf`g&{Aaj%@l2 zVUPYgYv@R@vpDrYYskJX$M#*{l3|+ucUb3$I2AowQb$bd`)E~yciKgM%?HJYg?Ld$dL<%FeQ5UNzxDSVDYUDKh{WFjv!%4Ep%8z(h} zfXmoz9f_{XUeT}R)=XsYwgV{a0342hQQ&_A&EkI)yb~!JU5kdim3lX#4|Dnq*KInB zlUJ$pc-%arR!%XrZ=t!R+iD&j(R?*=XL}{5_MO1{L`>hhC|GSI9tR!$>#p$y)N$Y2 zEU3{k%mIzN4ZwmuLG`WOZ%Vh-?&8yoDddID-J=MDfCs0wak{GOx(17P9Fp71XJkvH zw=tJ182%ML=K~$HTyNiZG227PwMA>)b5wJmG47>dp8o(btmzZWI6bRE>sD<;RF?d} zw*FxR#DtJI^*q(w(`!*^X9PeS+b4@?mk6$>;GE(aYh@ zBTk2G-bi;C{qY(61zOcLc{J@VX`*7+INKgT0zCJxH+d$R%+k#x%I(Xu5_3YkGmDgt zk5{s=irPsm+9j9|xgXtS?~&_VploDqC4CQS=lT)tb)EEgvZ%{M5UD@z=dDukZMD{u;>n}bmP-lD4TP0;m*j9gYt*du z7K=-gSqaM$V-43GtAi1UoG0$=cHuCPt4+CXeD)RA@5`HVFnlmP5NmeQf3Y|QG-W5N z9!+a_ufv+2vEwNQm#51+O%!r5jc}lm$tR%cSM>h?gdQfiK-V``mWp@*+_C(Ct^Kt( z1myQQ6*P{{YohVF_+LwUK?*&HPL|(-u&W zVMtO=GwDx(*@02JXyJDC{Av0&iFdAR0>aeC=3$tbTM7W{n&>c`lvgt=Dj;@{o%lFR ze>#fxL?8l5df(Q372-`EDJ7oJ7-KxVP8o6Q>x%S^7Sl-3V7AjOtYMb&Xm?*+%%O_{ zKJHIUpGpo%;v$xslzcNRI!A{hg4)@kxSAw+CJVcNIpp^GRSywruc~OXv!n*%7v1K$ z`M?JtAoQx*hBSR*O&d!|E~C9b@WC4r(Vlodxb5v(9wSXo&f*AlI|(hMX!ghQU^xD! zyy)TDtIqqKQpCnoR99lYtix4?EmGA>OcW*5YB|q9)a@ocV?)#=yZZ#5ODC5%n7=B9 z>ATSSX14Ti4eEX$xU$u?D{&pM%IuBzICPtHX*vj#-xd;3zpuJ?&QgtbUxL`UF@Aa(xLOV!w`)inE zW{!3_V#hem8t(f$wVDV(wGpg1Jws!yL@@lW=S@svs~%eoxs^tfI(l3=3+c^t-WZJ| z@cpcJk$LvAw3FOM4<{pP{#|Q}Q6uT`M%`y}Lw-1}s$E7q2^QMkEto!Bat7ci4JWM8<^<9(ZP(i}~0JB_}sMM8a+iJ&l4vjBjrM=9{$VY||?AB#} zK2I=}UAO>rtZA%+98{3X+x3uvFmEs$bZ6=p} z_RXc5B)SDS>w?_Zog1yO<0p!S+}#_GHqcAvDadrrSMjK6Gir4u4@1;$ufD?{kz=Ms zZ6V+>Z#9K;nv7!7-fPR2^DiHT4u92;Q}69nE&Nk+1O+c`uH=+=N5F5ddco8$FSS`q zG6>>cRxoe}_?j$rPP}cQwPxXxNr66OY6Gbqed-w`FwBmpgUx2?`lH*pisP7w+D0fdd(* zb2irFqHv9c$=mm;&B<9K^9BwENgc&yK`z(p&T>8K!rTV?yaEc5>6&TiV#Qfn3xyf` z!)ZRC({76kg%EBN2OA1?&umpkkcUj30qb3^m7zy#VA`GN-E$)5G|vbRPsbFuCR0&H z-iN8Z^^@7^QK+~piBOUAj?eY=s<+JF*s|I?ZhJ;_1obLFW&TxxCF|R27T0T!l?y9y44LbfApJN zp0PY9@H|zAll?b8-WWBk9)|m?m9F9zdhmFM7b(9!gm7zHN>iw65=?nWP@)e~0sjCB zz}9YL6WRG=E>x=iIIgopiEK414K$EsWN9V*x&2LLC95KH$}2xhxLbR9ml%04%--FH^{aj)ka?E2ig2((s0Yw;YZ5j%orh#J($LbQvq>E< zg!QDc@dht2);fqb_e$LiZNNW)#Y26j$)k9N<3wgG=`O@!{788R@~kP&$k6oIi(SWy z#{U2p>6gc=X;I3@)Zl?r@YG&p?+4^#rJ=spCLysDNU6WjW1#n|+N7{r+D2m=cKnLH z&U$_|m2Z44BzHXTj5agYsf(ApyEhJUk)M!uE_?n0wAjO2oBj*ak^E0*Z-CF1xShY< z91o^QuUyuM4+45AHRs<8U=nM3mE#PEB1n||c{SVXlVav3JpeW2<0X2w?0UFJ+MWBJ zMdOG*$KrD`kCyHb-|!*9{#2Iw)S6zLkXn{|$%X+R!Jfn1*3Xaa#JXe`i_2Qgwf>F& z0N1SFhT21F-Xk}c0JJu!Wap;i!v6q|;ayZ}rAL|cIP1~ot;^i)yf35;BFR!?y5e8n zOy2&Vg>*hGuD8czqWc~uY>9;91&q@|a zC9&rIFcMk#jvJT`({mThN3q6#D(rkMtUie}8o`OBiEz6IEWwBe9`%XhO+Gu_Z%l?l zNs1Mbvd@U=tU-oq&){-B zzAb32EsQNJS3A($WgF!3)xU_1%00O6Uo}c26G$N}VhnZ`9Ff~K?N^u9cm55X?d&7I z@dCR=ZwON%iWgkS%%qH|$;VtV$OEl;XNkNub>WRgZ7wIbxLG3-M>V@{MpMV&K?D$b z8uX#?qsgq2sO)0VMHOaagl=PL0x?A(GXcOSIOp&`m3KPi(Mxe>dv6ei+IuJ(6%CN8 ztFWj(p_PHI61p2N7hT!uR{DEc*dk#a z#FsjbEbOEEC5SkV2>m_Jb6YS*x^|lsCDJ*kU|HXykAGUk@b!pmq;>%Me~n+)CNj?& zC?9+O0M%K_G5Ar{hf<9~W$^)!nF@cS+kmK1aAa>>cKTK;OE$ZAhYjT`Ze!`1 z(3-#{q;{LJg)%c9lUI|^lrmXH*k|Zm{{VG=sqIT0i|RV8 z7R0P!&(F7#iaMXIc1dwuV6Y_{x%X(J!tCXhl!Ofn^=XTvWw+~R$ny{i09_(`PD5;!?$`( zm8JCY+@y2w!7&vv6>KR#UZXV)*NSz!`!S?F+e-}0s&{}(9P!EMDA`$rtm-O|vqYX5 z@tpo2isH)R-7a+5n|XFge?jYAoBKz^U(*W71key_SaSxHx?2|w?%Oz^2wDvaCZ6{^9%KYE4zs8m`MuA z!Zrh{=Y#oIsOg?2w0$Q}xR+Fp-q<3n@p+qMNfXl?;EvR2-l0BvaEhjJ_mNGaYT`TC z(WJDQOp2!}%kAt%Zg`JMk4&B``#>bpuE2O?Ly)BZ015t;nd3hcSZb3bT4lTfAjO^1 z60IRVta(3`GsB)QeJ0KH+xUd~d!L#K20-=teiV{h8oHGvl+x91yOzblxzesI4A11; zN3no!ygdzZ7hV<6GYo2Fto|GPQ;3+$;U&N6+)gSJjq$3kkg9AG)((`elSOBv#LUtx3ho(f&mqu zaHiV$rtskyVTW$ieB{-=*U+xO4L%u?L%K|dKA7!U7fqK7 z&N#`fE31f%ShfKpKf~Qfs?tY2^l2}U`+|iI7XX1xU2as`m95biA-8=tX%lOhWCLpw z4t?rmn0b;e@VM%6lTgomhSoTQPL8Jxq~{f>py?JmmBejy@@-&Q_BP+cG@o{D4Y^jQ zJ*dnP&?KtifebN%D@xwtOMM>RH{ppctLQruRrRel&ra6-h-LGl*||srV<(Qiezd=6 zL%K;=DvS@H>?nH?OWl)u8dKe>czNwv*=3yMD)l`704nETXA!hpa(gKp=C$Lvws0h7 zK#DLjd8p)?+Un-gSd$wk3eD;&Q)z5BYLi;|3wPkHS!`N!5*Zo}89W2KR^MeDxso{HwG0Uwm%-J%4J=pDIyt z7|%f5F#N~sTvDkitxr=Kfu}+@h3-(PX7M@O6(iUj20vS0SbKwb6o9PL}iM^y6tvF zSfbb^l#I(M+A;om3iA(*I+T#V2z?SY~rI zt<0~Y*zWg4oY^Eq+YIbo-L;>PP2qFXl^Cvjb*bTtNz3~{2*GKPGXK!1nd z>s0S8WPuDt$wkRfPfD6O-IfU9CFPfFai?sbTGZo7+Q`4DYD*kM7QsCSdd0Aiz0r`8 zc;h{5({yhQ*y$-F&WU%aDBRM@yMX@ybb41I<10ne^{DTlj3gIHyXD|-@BTH-PZtT) zPSimi=QF0Y}Ke4Rq%8aC;Gi(hEML0^OC$~eplJ>_`(^Ba?i=apDn*p%i z$F*6DM7C&C?F!ctfEcdq0bV)a{YqUkUXILy*7p(wc+Y0+*!30dR~nppJ(EbvCAjLq zoB`?o0P3y^^j#@(-$T`-iT2dFqOAIt(o0(lQn4baQJiuI{{UX89}#SmnGdiFkz9@L zv2&`-OWdMHdPUHFm8ET`X%avkgy=!TuzY}PK3gKvSNE09raeV3LmO$sFu~Yc8T{)P zU-0#piT6dQ+HLaCgp`ar9A_Z(PTG?t0qTz6ok)5O*jz=}-`t|<+jcg@v z59@lA%Mo52WA~^!VTUAE)G0a3+?AQhij-;e(VX-fqO@dO5*&cp^f=9I=+I50-@$tn zjO-W}!29ZYkHl9#ErO;bpJ?a+6}6^o0?ks~m6338%sLwN<$I&XsV6Ae9+Uq72{p?r zY4ap@`$vMhlySSpmXKj&cq=*HPlX z59xj+(ap|~z+6C?dv!lBQQUucezl@FWTO{mv|~OUTUwC*Bh(naqkAzB0Dj_w+x+wu zvEy?Fsi(D zk~b=V`i`HaXvw5lCBZvG2gdJF^gWGZT$ye!q(+p6i0#}uzB`|K(bI7ztaAq&F=J?qwyN@()a!peFl0!FT3Cki2xEE}1Q6lNdjBex2%Al512=F0Xpl zvf6#A&9?Fs90J4K`d0ppsaqwQM8E)m45u~EXr3Lq*4Vp9Vzpo6BkvzUR<%7WXg@uz z#EtW9VE7=4x={9N@m5BaB`TjAxqn%S9_(G&%0sUQX~lDwm-n(uR=&G# zRY_mcpQc!UYF{szD1`%j#~C1FB!N>=LB3{-qN=~$LA`n!ns%XYroik}44jU6V^n6j zy3}tL)(cr=x|y)Cggcu)g1whWvhc@-G@rEETS0wwDujyWXC7m@9Tc7v4{EWbcpJnT zjiTS*-^Fiq?dCxOde^>c*OPcQ;pWs{>S^X7BDz;42n(DQ&&$sh>7_E7C*C(9lEtEL;CO;*yfD(be8+uO8>Zmi0AVn-wCTy~=-M>`ODD)U?VuCIg< zD}2%%u|36d`h>yqG70vpZ$VQ|+L}HX@N0OC&viVnZ)F>84xna6?gneOxA3lkrbB^k zZ!-=zTsd|>(y{y_;s~Jd*t3|0Xe4Z5Mo2u=S2q`W{;Lj|Vr5AuU^f$wm$~{^J6&GJ z$}PJ;z_Y3@m7gUv`zCMh#F;7x0)!=RdhHXLPdQMp?Gsn)2&v=PrYj$ zL8Ch)D6C%{TanFL@ZF^M_Lr7ED0pSm{%E9)91k)Oepv#JpHW;g#@kq{uT!bvoOF{u zW{x-}(*95c$j2wXYR-erBqyn0=W&E=d)Av;k%tZUOgB6v0JR_g1`u|$h+*;x=I zk}f$%#|68CR{RroZM+gKE!@K}LnAVEEKgtQT1yz6E_ekzG@SWm>TojrGVvvy)Nd`c zGeV3SMut$_XOYi(lTp`_=0CHw>H@ zBy`%i`kL5>z1PKhkuYDNtSwJb7Fu&b5&r;4x?)Km!h?_2w7wnNy|e1ti>dw9n`|Fn z{{U4IdYH;LO|va++gR}}%Kre%1(oEGkM4%)_|}JrCs>WGl8^@RB!k|rX*R#vS{pQ@ z7guL{{{XTNL0rDIB&So|DJ743RaTH?tw*KZQiJoLN!$S~+>3dAN%VydUyTruP6Ec0QIQT;aK&Z zVo*lKpRxWeywx>xEymI5{OLW)j>j$HTZ^f@L{{2XLYBB`$%FZKx!Z!yIZs8;W{+*KuVvfzWL&;DXt0_U2d4A2{HQe_HaG^%B=oEMd~# zM*ZT#na|-w8lBa>#EWPrYh`bgG-QxJrDs3U`FG-7i*ouC+$UaD$VR#09KB~Ux( z5u@(|=~;V@e$A~>vvp%h)r(xOp$?yQs_E8JT!^PjTZ6c;;1TL7D@{_{?aM9PJK+Ji zUcC1t*1X#5Y7Gs54u&{PZvy}oxa*(kSho5?`A%;xe1*=^fMt#=YIOOV=2mAtYO0!y zp!t{TH&mX)>WKP4c;ZzDJC1kz9-_A(@lDRDrd;Scnm}7nWK(`^gp)B`?O6!WMw)Zy}#m(slcHr1Cpx~nM z$@|Pb0mXGFsH+?8vqLmL-WjG`A6%Ah2Y#&S3@3i@6ONlL~c%D?w9H}6Yo_dO-Km|={ zYc1{MHn1saW^oz-3CSk|r!@_F@52o~Eic0Nek8fFh3=)C+i9{$xjhG%{PtV`52d^# zc&h$AB5^*N((kr${nqCnhfl)20_#?|i&IOf$(hlI`rnu^9P#P=tBdhbj_X^N_7y%< zkGpojx%J?8tRq*P^|2Xm)uVgdv7$1gzc?Uq`Bjqwo7;Wu#&i1CcA9_ENbFX&5j?{S z9;$I!Nm%qSwwx04Ce++wKsexjRga+bCzONHlNHO}Sv)s$DC2J{ z?kI(tIY?$r!uDW|z`HXW?o!3&${{Y!87+hNu1nK_(EZg~Js5Q$Y2R%r} z1uW9rI*_X7OiHo=(jQK7I*+gI~6{l_pU-mXELlF zXodP@az~-8JGE#oaQ2MB>-T9 zf~-FdhO52JovCAL?GSIj1cP!P@T|F+x3-O}?PGUQ@xH&V#I`!r=FY-Rs#XNToE|rK z%{8?>A4^hgwA;JWjiII+7e4*#nL47pM&2md!)N8jSbYzAnmuCd7yC`6!$9kTe7>Ia z?=9?1YtxFfS)p^P%YQs@-C6yafXq-q5XL=sXZh7|mkg4yhTRr20|#Q{XX#b`-l-gU zyNQDIEs(?OQAhT9E}7R_iY9)$QIG!su8ntNmM+TCWXo`(V7C#WLBTfdwEj#f(ni8W z@~p0jE0ejC<{qOI*)**=N1Jh~U2SjUXm*47(nR`d%mf;>(=rXJ-dXABDBof}w^4jg z@+{d+`|`6w_A!yf<$S}RuWzkWyb#8~Tir=v4$GxMByK};*>P={&+~lc?oc+{K6wh}Qv&_TIE;E6FSFNtv4Tt`D zxM5Lg8ZE}9VR3OC#Br==<&C<#dV5x!ItehWmy?Kc0;FX?a5V>g^ znGlTQ(2q){^thuN$;G=6+kKw@09m)Uowi3Y7$c1O3fjb0cJf0ECOPD7jJxszgZgHv z-RU}X*KprjOXWhGybLk(cEPFMIj-Y#5CP_F7k-K=Te;OrlZDtz;i&Z)TJ`lN7Y;b{ z6+&^)b;uRYEy#{XhFF$GLR6_dWO3H5>r+F65nb&V3LQ_%ap_Q4=+fN4E~Ft9zUrO^ zJxvR3Oe#t@_f?8^*0Oo#K?!xq`Eij}EhbqtMYnkxB_}Ee7-3$`r+hQgt+Zs5`$(J3 zftpbuC{8;MO7k67!W-+kQFg_B1MMYGas4YAIG9zFjCvDNoax0$m*v)>xJfKzXIb&g zO&BYY{7QRfwtfm-$o?tTAtd=m$o#qK^NQl9+}9SjPBzN9hGFhHS7Y#xZMLoA8_tUz zqAq@{PxPX6qX@ejPZ?Idl-cW6@@3>F?=CUH-{63&)%6685kdXf=O5n3{{UXRr{YJ6 zOg4$2LoO~aK$7j0@{x95tA8rzOPTVcM(nO~ek}1t{{W19OZJN>oavUCj?^*Q2>vHO z?Kk*QYpF>czmXU*HucVVF2kTd-BDOAt85-hOdy4LP@^WOgn~o53FPxS<&RTcZj4&7 zczkV2Jv2Q&EAO#c<*s%Dcg;CY8233nPvKs1s$VSH-ObgkuE{IpJ04r!nzwB%W*fcC zql1&2Qzz3WX!qOVRRcI5dmq+{R8$?!F`0+fV4&k`6D{h`9@&5m*}dvLK1rg~;hG3u zR)SF=R8o2z)mvzc#efGYrH|oVzKh~*D@)R?;I~H?1Oqk(Hy-CS>rKWwE1dXRQJqhE zT(&yO%n!)H&EH*A6}KZx3>2nG*?Bp zC~yJnd*Zo`a%}3htTu@`2OSPN8u95be@zdk#D50QTj}?b=vpf1a7l49hr5&x0QPubO zbQKyjw9+WZ)^(Weym@6M^}59cv|&J89AqDxk3(C3+7=p(;|n{;rIm8nM&yd~8|Ri= znIw`oLe5AJoPp`hbsi09R^E9Hq;Ea8WLE1l?^joGd!M|=((sN z@H{VhaMC-+V9S^?N16|~^s5p0BF!Q%1?=W!{w}t=4 z^>4FYr=69OBZge^J;ij_7CMa9OEui76hL)$Qb6?1D~{B3=$ha?oaRe{epOM(_swdP z6erE2It#e8{{Xfv%nZmIK4f8V6!i=}jdQbIB-)WolM*iG{{U&bRQ8%ytsvbrh@kP4 z$;aVY*VZ>0UDG>}B02lua1WuaIV6?ZEk?}MGm~tR6SVEY`qq#3WKdfJB*aeZ^6~PH zI#(>Weq+NB$PFOt>6+;^S=ro0oMChMR*9yK($LAd^X-&*>9p<2usksShOn+C^6xii z{b0%Z*H-hzeP`rIaB;K~-nnQjQvU!_iW!}i3+y`=Eso?0&Y?1BuX6FW8IR48fGV8x zynsjQYt=OW01s&zE-oX|?k=S2B)U<@&>ExS>&tydNp*WT;gU1DG86_Ml}96L=5d|g zi$c|;D`lqJz@I9tV?UK*YgYdNXoggiA+eARU$?(oiyLVe<12>t#ws07VEfUzRzb9n z=Uqv$8AISQEP^RG9sifi~D z-U!*1rbCW^=Dh0LSss>OPBN2}*P*4S&7^4FH!?>X zy@HL|HN4j{-^3%4vm65e!~n)OcjmnJO|rLzP37W!rs_=Yaz-Qe z0QEJ?YZA)^+r@1piy3|*2RJ9LE15;e^=BBV-L|q zZBXtzb^u57tjqiRtBAt0IEeB$^=fsLUukIKKO}4So2jnaSL%3p$4*s0cC3pr!FQ_N zv&9zRIuY8M)vE86xvR9QOl0)$6_* zw$N>A2ZHzwSHfVVoMB?$JX;)?{B1OxIB%w~7F5W@XEQe)^O7Rfw%^ZG2^S;#jXG zl53cRVkR6Q?g9KdR|h4=v!Oz4b-2U76h5z4D;j9ireMCynmMxbzhskKh}P6(ni3dvy{Gm~|?- zK7`gMhc!Yv+vZYz7*M3>uV;I& zBN;DgK4_~RQLfK*p-q3M$_h;^zF9pookIH3l zM~?dE!`e=vs7G!!7^ZkP+Z?OM)pPG$PM0aOj#=*Rnkd*{h3ekb=u`Kh%@?WWRZcZ6 zBhu~l32xmy$wH|a89fKmx*KbVppVQYimxT);C@x*wtgmXV;WwWxU&WG?wbHrZ9;z) z>zZ_uaPaQ=;kUqGobr9R=CgQdN&DI(SkRN2k=&OH(aBFbFR_)R=}#POd33ld{;o6Bx4l%qA2rOqLKTc3Q`FZ%aU$EQZ{?oaYn~CIS03O+{vsQ`+heunNDvMg5RH7+!t`mYS6TsO9BfKgU`~r z+dIud{rsy-C%Iw$(ZK$Kx(i+NUE{u7RKU1qCiq}$x3w9-j?bI|evr`H`ml*v3Vr%H*ZWh+9Q5Kb463jjg-lh(Q2I%Z!oB>A@=Tw=Edp*&XDP>7&o0A{jj z-s5s>V_U=?5%7PCqH*C{R?>BG5{r8|Bs(r#9#@b+J9-_%C#W50sXQdBE9x5c^qxho zn{6X3-cvp$+t&;I&~wytv}9(AXx0t2spmc{{?XU3?)+BTTH9&&v$vNdDYh~}$FEb2 zpHq`u&3e{{q-nk+_<4JECYY8H%c`*wLJ1MKmb(IE#7(X`{>p@pnvC3Q9O?NuM0vDCe6-QHE!>G&u00{PtqWF2X z#U-VfmSQ>?B_)acwvWTLP=ALSUZdizIrMdy=;TW#qZ7z;0ECUTK# zh_qc!bxmq330lHvK0^@PkV1!GQaXSD12q*P%^NeT1&H=FRO7vwn=RA2pDN)CG2sJe zKjB$d>pHo1Whu~OniA?L)QBQjNqhUfjgZQ`pKxmk#Pu;X(pKoqi->j?JZGT zSfhs8d)DpXig=_ucFdnLA5rN<+Ik*(lfBUjUg`2U`4H!!blcC?trBDVw$|A8P*3Yw zdWD_Nmhd&iYGR#ts8f)0*!$50mln3>;iTIbJ5g9?C)%*&Pgt9KMxCaMjOb+EV==Jl zwQ-Nip0{QbyUg4Nb&#V9u9sKF+|17!Ashm^Ca2Rh%|lwhNFzsN3_Rxp0T(>gTe%8f z%X3-;)o(2p>OD5vXbHkeGJ?nS=BwPzs#<*VMQd#tJAO!j!TQ&%*=g|HO9r0`?YDtD z4&8^=vb=euK>iAvYiO6vfULO3TpoW+)^Te49TVo|(dv0Qh|4dXJ;9m%S+h@RN)O%2 z(Vta3)@--nkQyjZV<4(iBe)XIi_0NAfOdmjEh`)39h_AC-$i6p=ZB4fwaslc!1lB}o)RwFp9(?z(xrMZ^k<_|47j2+vF z+mra!TP2m=SmTkCa+H&4`@_@ePA}#xhjEx7>T0-xXb5LnqE_g3mCb0Mau%BxEv~M# zi-L&2_rnetR+8$I>a#3Xwo81$}+@5DYHywSh2?YubzQY>IcaFXIc-`>xDYJH@VS4FCE za&0|4#!B|mffNi3MX&)C7NK(1T3x~^{p5rJkKtOvw3;^aBbD~ZPsrVifA#8X>ExQm zSl>Q!Z3pNLYipG1rxsOMmRDAl&z3nOJ?pjbcZcEeB-c%Sc`8`j018IfFQ0zHio4+- z0qK`M7ENbZk>--){Zt}Ns-rj^IVQQSTHQ2lYVS_4x|CY*56*exJ5D;{xaVC~a-&Jw zOQ|Z0q?KBV@ileJjUP_bQo~Qwu3p)GUp1d{#DBUE^`+F{j!ix(p;*P-AQY7c`o;7< zwa&CQPjBTs7-By9nr4@IEu6x_X3Sie$?aNGqUoir{LE)lowu=K_GFeLaJ($Y8y<|O z2D*<1$0eVEwf#T>8uDK%GwKm}{aUzz70vTKotzR+F_4r*8Nfcig1t0Entz3?G|#xu z+7lxG0MkavIrq&~X<9ZE7Nz|T_)DYNkaL@48TxTowX3mjs!H9WgcJC4T!)0NaiSz_ zNob|n^ckxjBGiq_YA+jL%lo*_dgOszcK57r(6#WA&fW>G_3NflDf0{=xW+v{GhLmvSgqq@h6(|R4rqnErKx2VT^1#?pEjd(%WlKd2SV$q|$!vvDHsG#cMR%xtv~y zZ>j50DY?9y{{W*}p?m|>F8~ko-n=oUx$!57WVyJPW8F+QzhngCA3!+#E34Es3Gcie z94LQ$XYwZ}(Rl~);<;tAxv;i341n8{w4LAQHFTlNe&Up_dn5cf@U4t7+R3LG0}ZBg zD{d#(IjUfB;BYcOtsWDz z(mo>iqfmbkdBWwR1_XvpgJ|RNBDknJ)EuW--Ye#J*Y-7I7}EHT0UkCuB$C}ud(_cf z+`~TGX-EWgJb~|9o<8tPct2T!J6UC#0H;7$zs~7PTeFXx5P4IMr{1~yShn851pZ`u z+$@AC+@SkcsZOM7K~6g}&XgQw%FTTnPP#37KiT~F6KI-cKkCCCwbR<^R;#5=1bQ@5 zyU5#Tk%r(ur8h*mhem@_(vs77la_GAvvK@c{P?A`ceE`U%F4XEF*zgO&A{B6(oC54}m+&N}@My;-)u*6&*C-qI$xOqP+) z8-{o$vY~~Y%m?K;`NQxt?@cD%<+wJKd0~4$%-yloR@x_u2+Q0`<7aRE#F7INUC%h~KfedNSBzl^vZb>*jiLRk3Dyws&(;w`933-%-l2##4sV4%mX4cZt zO|_I}Pb>(a$3}1BZ*omlu!8SXu#O=&mlSKbN9*rZRRx^>WHPLZ1~;C^+M|*xPWqOr zO~rDnF6Tq`*31TIqgmtUVtw7`xjoPFq@Pi^l?f25y8Nw%7_2XpzUhhi)RBXXR8igw zYn5o`+jZs{yV+@CkeJX4HZ~G?LBU{K={ITJFQr_mOqa(a? zCr0Bnejg(K)@wP2Q2ef^_e=Fqvy%z zApZbL>(7mJN!3=~*Uol4D-gLp_2)P6v^P^(%-fnHu)p_*@S3EAMI>^8wUvfXp%v~$ zMXRIZD^OCKa@^_sO{`yB>I}DDSVREF3`gWqSb9#oZEdJB-Vh7$A0I0FdsNz#%{1YZ z10=W}-h!#$cy{G2SUi!9?VMww`qiY?sHjCnSnZ^iCV&w9FyN`I*{6YQegA< zb6JvHq@{9l=yI*=P4fh%MkIlZ{*|5AL3Az~s8OShTP?V7J65{rR%TVZvbngnxg3cA z$j^G?t>tgFWe~F{$j9@p!W~c>WF}&m`^*RPp;_)qO7>+9Qayg%i#6e%G10PCuqJEE zjQyfkVt+RRV-X$j7yDN=i+$=rHh=I%+bNlUFdU7gfB0Vt_n|4g(g()8Cqd zeAb$jQqC2GZIU-+dVY1F*H;F2jwsIimd?^~m+#Y|tI&8}T|()dj8R7s+FB(f79GC6 z^*X1iE*!~nU9r%3nG^jTEt%PzkRn~g=AqSMxxAJayo5yrcxD9h0ppsEJ(?D`y;(@w zN6Pzv^%?c1YZ}U3mJzUM_H6l&-TG7axs|pyolo7hH?8(H<swM&=6BfhG1V#5 zQIun54Ld*IlW6u8*!(naC&kf7Ae1B9$`yz|I{}<#m*J+9X{h*|8=(Y?1V&*LtDVO< z812PuYXUtZ#W8CdY7-1|F}Q&o<#WRjorlu7u^5QTa>MnpjS5X#uS=eh;cpq)Yml^2 z{{W+1LQ1{65tYH{MK@p3^xbn>((i7jxMQcebb>d+GiM;5%D4;Iw2S>k^;!JuNflLv z<-CPFz<38EziO|mYP!l#w$oWiZKE4Nl0HcFE!@|W>>8cvyB@TnlDw7Ik-OtrZMCQ_ z95&zyF=cR6frF21*Ndgh*0+$#lOHxV%CB1VTV}Y`WQx@!63HTxN-zU&bCdZB^dAf9 z{uR+8(yf}(J8R8KHfUnGj5N&4_k$d8YpR5u7&U90xRj?P;_P{$@rz&SpI~_(y@TG`)XFxDsgBP%<$`isBHG0n>W= zuhP8FN1c2*sNU(*A@d=WlWY!#H7~|ls^*cUT}!vl zeXuHw{M@xVbEya>Wr>7kGdE4}Y|WwDUA@EJS({SDExuP*>NfhG-1NC=mhQaq}X=bL7Y++*x^ z%s9ti%CY{_D?eP2kqf)(9yZtXlkbu0W}euwj{?-mvsoxP`POGu#u(BmidHKF01Nwn=^ z)^z!T%1aMb#t8hX4;U;f;|*ImWip10kM58Nu5DFI8z#M-`khyVLGc&Ejbp>jgL7kx z%S`nIbI0Nj=Ut|etBd_U-&J3`BA{`ej8~u3SC@P{)&`m5dq!`T8-ieQ+YMc|of_#n zMz>&3{CjHQ7d@4TBDrfu(rD?UE32CNG=Z+Qi$E|E>7*Y=P->9Gx}}kC;c}<&&1dLZ zmV9M!p!~C24a3!x;;s+f>oKYAHb?3!o^iB}m`d?7^^2n{@eK6e{Og{YYm4nx%SA~E zhI^zX2d;6S%Qb&dl>Mv>^=2PVYA*)DZvG-HkAf{Dl0tpQ1Nqj_(Ok}>yRqK*jrUx| zX&ydi1O5WF&-kxWT{FUWMM(25K(>f_j_3K+yZg~5t30KE+B~%ren^4oj_zqtrsUImAy%lP8!g#G!#3vQ#5UN8r4at`q70HpLHXBtYvEY_*)F55 z$RwV3E-hnkm3;v{{{WR)(rm2!H)ZyFG!orO{<2~@bNv>t!3^@wQa|3_Ki^~0A^tUW zYqsAmgi@ld?-G5h$yKwmg<~B&xR)6Gs;7u`3ym_?EjropsNLXYf8~mvGxe=`=CJU- zmnG!PtmCVT~?+J6%fd-4yw)<>ZV@hW`NdRh#W`Z?utRdW^R*Fe<~Io&NwT#kbQ% z(wVMIlSHTGRVQ!b>s|0}-tp%?Rk5uHi7n!sM*A@#>Q7(ru72)lj;C^#a$*)^gXvnR zG`nd$rn8B%Io;NxzR{r(n~gVWDLE*55Ado?izLeS?G3VRU95YOYQ?a))$dl?0;38` zGaMvHKJ&TkpmI$`rfG?Bc8jW9$!!LHc7ib@0qim>qVW!pkmy%7o*0VXRMX~!w2YG& z?gIig??OXJK*z6|j!7HM@hiG3VSGP~j-h};)Ddi5Z5??oeXQ^I~Q{>-tPMbxF2`zBq_AC(%D z48*U_c-&VDf&ur&MS2H^^*E5`JjXfHK; zJA0{ot7#@xnoa7vQ$H~UxXv@yy<<+%^p6AURyviYtEs~Z&L#U@t;}~2+{M%(3AcmX zb-^PY>7pc+?oZ)w6Q-SQ;!QNOtatY9t!mlf@uxKxQUF)XMt$UJWExN%rsI`Gt974bB> zZLQ>YQH54lMh9sDH7tdKy;u4JY6(DBBj_N`FBhvbNb!0E>y<5)$XVp?0N zc^HMj86=*IF>V^HQHN!z7)6P)$Edwu<8AQfy(mNk+*JCesFF>$cx(>C9Mu?v{&aU-sEp)p?@=|_DZO<% zxb0h4(e5p`d5(k_x8Puohw0k69YOAv;bOUgqA9>e9qXslwQ%EfF%OfkJdeY@X*||? z{j8SddaoOo=2PkoanqZIjUKgn5v-J=^*Cm{e~}YR5j;Suw((n~ zl84;xiuWtw}lgS={UgY zSz6weairZW234Lie|IYP_NJ4Tk49H4lzpOCiPdXyXcJvq{{X@j2ZV1BQ?8WGsEHZ)RI`l=!8uc(5yMfUs}Sud8d+VsaVGp_{j(6 zBiMT4s+IQaX^M;@lZ>@}I#|7|$EMAsX!aH}BV9%t%#iR1JoEH5M&88$hT0j&oilBa zoNQlkdj1t|d9McoQ^p6suSqihl2G#wG-w;42=|Wge$!LI*-PMb0;-sqHOr5 zO}5f(?I5tbyoOeMLu#&HdG!Oa_pWm5!rmmch+N%imr=yPuz3bE-`A~lntzL;xAAOR z?ZuMa!5ju1x#bD&neHpN)IKTbx{il6yf$|()1i&hX!u-=XWqE66{=F2P=(iXqYY2m zQ~l(%JWAU3SkB$Mz~|Q$Hlr}x0ZwK=Fe}(nL1fliq%Rwnw=xCXdVqavN(~oQ)uq%Q zO4BYbR7g;~X^^0H&2+knElkud^g2HQ$0nU%brcHHT+ijGWB0cI00}*_PQTR*lQgoS zLoL|_GxvGG6-&YQ@Wk`@b5(+CTbBeNe6Aa}2cv&Fp{>m_ERQ(->Oam$_t(GUTJ*6%K*_M5g+@A4EM!Uw%(6?_ z5h}5T>8rD9F@u$+^f{jy=vtP7Ei~CgQmnj0&}R%sVh=;jL#b%Z;Y&*ytqg}#fmPYEvxjW5n`&koN!i_b>+?%E`f=hZR_7yZ$ zM@=f5^(vx-YCmT5A0Ljj3%zm;M_G}t8U@)1AYwmK2d}+#)|&mUr+9S>YXvv4Mt{;& z1M>d>wdwV)LQewgFxnf7wT9j`8Dk@Iqu#bGR^!8ZT8%nudzfxAw|k-ax#{n=x^9#? zX;|lRi>Rehv}$VYqeE{4Fp_Obb`2xO_#t!7@8yc6tG<`1{i1ko+B35Y3|$U7ZXTre ztm&-pHA&-Z3l@r1kN2542i$tpOL--jOIS4Z`&GFnNjPFpx20 z-Oo(c^J%9buEMV@CdwN$*Dv*k8qmI2gld?|escYg3yI2fG zRh0K{=T>yT5lL@)(@P<3!vyuu*1Zo-)x0rc1Xg|@i)i4IklBV(HzfQ+8)WF!+R%RW{i2yNlPo)TFv60z=c#cBakF?|;^>&*5op zby@99?9iahZZY%KQK3$onXWdffJv`ToZ{lSc08()nwxXnB_-|Qm}G#1r(A>0b<#^4 z*eeHC4l+J$*CAzRb9`P1n5)eM`X?7HPlDM<49tKbC86!kWgJr}$NO(lNruE@mG93XB$B^^ydYMRc}B&DK5y#n!0-n zC?d9sM2bfH@-{abqpj%{@)o-#Un~^%B>Iz8FKiN7MAqS%F~$!yLR)zwg`$%4Y^*XO z2P6t@^a*d+pzw#fOK3MLyX|HK^zU74x<#d|EfhyCtTQI=*y9GdCwI1v7eY72+qkVi zv)$gd{{S?sToz%Iv>t1Uyl%T5u3J(uljdB*B)oYwNT*!MBu{~W03dWVaQKi!ts#~E z&>XNu$Wi_^GztBc9@d&R%M#9G2cFpa)_hu2-XYY|%T2cpbs;R+I8`0V^c5CKb2Fpb z&KHz-Y>8ImTDcekC1xbK?t7e5r_th9g&>{TpYN=Z;|JJRrRZM^brsa2T}Ea8&+@Z5 zjNr3&RQ{&6ZtZj%KN7*=do4V}b+>t)aKH>_<~>gywaF}HH6)>T>9BIfUl!+&qPCBH zO7cKhnJF z{{UB(P^#)B-@x71^Q~!OT}fUmL!TAR1?=A2iQ!wD*nD55&tjXTdBj^3{q=4LKZo+K zLh+`FsaajL_VBcjInLxiGN16QKZAB~PvVQ~*?>P{hxZ`%W;oB_Gx^tH;_nn&Tn4s= zY13gOJW-MkJ$ zEJtgO3l6^c>?;1VI$qn!y-AVRDnjx|=y>T|@7b;zd~IOuxUL=<1V)}~b|PAifw z=J>8N2Ljs|+K>MPJ@xJ@Dzk~qiuF?oct^X0JvI3D<{YsXz4=SCT+ zN8Vc<#+NR*o+NEgT-2?%~{OxBFJVah{4pG4ukoOt*AhU*z5m4+M3JRaX#c9Z^vV)~4L zu^%KU{r5lNP)!}ocKhd6Stf6lTdB=E+|9eP&SaCr?K#d1l#CzZW7WTKZ4bDG_e}TWDtlL&E6zSZpUCIeKU&7TI-1d`Z4Q6L3~e>jZru!pf%eb%Ri6VlkTv~byN@Lg zsV6_-P-iXLu^kCi!0En~6UY$LUHjyew0lr+&spt*K8W z#u(i0kdeos>s=m;rpKgO9y4LmZbg>sNe38*G6{`|tk%)~%5}&Hc*S zTYdQsSpNWYcdaTdIabC{dh;`G$tJwJ^6ih$jJ&6$W82=ewJmE*@WqDKloOA-r{|RW ze~oi`w!WGzvuV0vR+&a6nDkTrKHaMRo$%hm?$l};_NgSd5-#EvOa;%qbGmVg=9{uQ zskzmBwAQBst!ww1{m{6%V5qtBp$FxRe~-OZwlS0QHrDKOU0l{)AGeQENSU4+RvuK@ z%Mg2eoYypDS$8W!$fxeHUf%WSQIuq@6=RCM8A0Ao_dEXp5BO(J)qFD@#q3*drDrKJ zF${nl55tP3J-z3L79_aX_J&QOR5|PFJ5|pM>PZiVt>Y4IR1AmMdrM^Yl*@#hna<_=}>BMNi~yfx&t783;TN?ddkx^U90wa)b3oXgGphi zO9G<qGF? zr)R48o@RtRO>t=k&Fz3dS1Ibp?t_7VPIwt8NtBbZ(JUm)E$z`x8k>1(L0sA`;IuGt-e69E#R|6{S zxM(9LM9$>JX%h=;VRfBKTc%ehmK^7vdRAmsvOM^Zat7m`{Bcg6Db!+A!oS@<^`STJ zBY9br5g1TA@G(OvB9cy_0br~L8&6SJY%O(LiQ>4^?CzV(aKc1G#y#s-!afw$=b9~5 zB8n(fZdopPPDfmKu8QwWp2jwqc#ub&oIGGgPq5Bu-PoF#gr6cKo5Ys#TT5lA+6~Rb zmh-Lzp8o*sx45oCXSUNG;AzrG(8$WcWFI_uKXm&2YSycX$P-;baz{xc8*%+=wvC{@ z2*F z1!^A-Xsz~GUG}U`DU%<4@q(d`rYn%YnSf0y5?VEtor0Wao<5vXqNn@c}u2G0sB+f-2RO)Qd5e-B>U=JoKz_ zxW~U^Z3hI^%R9qulh!lI80c%BaeJh7(x|SJW&Z#Wy4`A4cM792L<3{g8qaxvni$78 zm2>pSr-N~+U8GhpGssEWi_SfMf~rp!*>41U!|ZXnfFNf)inv`xT*k9bqp|gS^Jfbv ziOTTC9pK6*NSpjE5S^?3CLxsHS94;EXS4;y%n1sD=a&ZE>e8~W8d z8(4r0FVx^6j>ct@_tobyqm%tlBjp z*A~&*Xg**L$3xt9to!Xy-ib@0FCoYsmXgxi6ouMcd7PF9j8!S5RGoH^S2cD?+^frx zMZF95ku)~!ZiIt-WkVhh6=zMivb(dmmip#IkT%%1e-Gi_scO2HoHmSc+#HUT(pmT# z>RlQ2OI=dN=07jYXrgn*IV+yVqO_D^mF!j?AG~jun@*=Y2D2@_skW9TdvhRlIL1gd zp?$B7LseUrh(ij-Jh-!+zV)W}H$FSITX@B$m8IB#&m@O&EsOvw34AH5U))Y~h+j~) ziTts0tFc=hzG_jZ(!8`COg-J9sv)zmm&7{q+FL%~Jp9g7uupT2gWk6Fe}~g)Qdy<# z;R`v;tsGl~OU6!fgIXR0v(-E|cX@w29$vuK@~Fc)5vz~Yg&fz8! z%6BSvY!0XVYl6@tywvVyNc9h~MH_EBmvZCKd)1v+!kUW1Ba67D6Ai@e+FKpHsp#Fr zqLQ)7eXb~EXp0h&Gb#{x#(2eDhVtUhC1V(pIoEQsoRuE_hO63?w+wn=L|OEmN^@@%kLN=$ z8D4sW_}4M^sqUavyNWXEG8phr>?@75??qglD%MifF@bl^`CjRgHPfHWG-z&0mKfT!gHH>WR)(79FSlaTwFMaG|DyN$Td@;}O~UP5&nsNVMATG;|T zv_E-(>Bnl$f?$_v6sQO9GKj|@9@+eBYF#QpFp^W}2|w0kWU2KY)udt6&U3bgjPgX9 zGudd?f_5VXW9J|3G4-x)AGgJVwv!O6vYi#k^v>-Z=4%`u*{*}yKSZdlt zo8n^G8=q;&1J<0c(9WH&W zJ@&_(R`!SelcdPHlV7FDfFCM18%cB1AodkJ`dGIXoy`9L5yz%k_?fKUHfU`jjxDi{ zt_Dx@tt&qmMWjKuO3)*Th{u~LB$~+7wD?|0btSu7sV0!Sg*aeOB;(Shu)Ol4;pE5h zB%>myl}TBR$;VV$)b-E!NG-v?)ufG=mA4RWk3Wa?sr)^z3kgbHeD>u&QV#xoJ!*`0 z$>J;3wX%UDDtAjdkGejUcTw=6v$Zo?%6!PzK3fBqALCHx3UWx=IBJ#Yxm!c2n)=o& zIVH6!q0>AX|`D`}YR9*skZdx?wnG47*w~aB=Nh)|Xl|F&2QR zV7WOTHa+X2E1t~dQFN|{-$|zG_vXsd*heyxn~}#)Us}i1ZDO`yh)Y}p%z*VZT3dzd7)&0vtEl4fzvILG5wY$myB)h%~r)IW!V_4WQW1Mm9D&L6O zIpB*?p7u+dsb69)(5i?%t1c_~mIjSj7nVW19{8&F_bYcCNU^kY#KaIsBpTg8xm@IR zVyU>?Sa2V6E>C5v52!3BoCiLKBvxi6VnZ`v=8q^Uk=)kGh5jQCZr8$X+ceT)-Z?h+ zD*TGmg7)`I+Gd$KZDPZ`_glnHQFg#c?;tqqgh>k~5cIQfe^Nr%LI)3&r9o*R-On`kfDl{{Xb_A@Z#(!k`?>A;3RM%-6Kr z>pP(Ltr;!|#AhKsrnl_1Z8qB21`L_$m*9RCkFM(f0B?-JY^t{Ez{tR3aqKIzn))0( z^KQ>$DQRPn5H{6FZ|)+w-WioxZ~?_T2V$#!H1xG;f7Qm%ux>j>a0hekMy0DA z9-FSpR4k6N#(Jy$;q*P~?z5{$Z=}f#Zu_SjRXcl{;&!qyD%hzlv({X$C%`(}oCvAQWa#zsaDr3tj|Cazq+)|(`u+6P4y zc|04e{hHTPSuLhpq%tEU!{tBSZ1gqEGX@{=?4bJYHL0d}g7;6h`!AY}Z=9H@K;dYC2WITj~)amjQ;t2sNXmY770C)|;It4V5_Mhg?=Q?x{AZedkK# z?K%06O1X7$r3gbsbuvl@O6|!9>q*7bkG;91D}7$A>1v2|tFmwQVWZrjx7W8Gwb%S2 zo(OgO-S}zEwnls5hH+kf9kjRC(Z>!le)SOp+rRYhfEat>r$EjPfkL@nIRh#{h z+*cMal~Q!u+}4z*Qm3>_L(#OYS6!dS7mU}@HixqdYa;EEJ~$v_o^#G|TC-Z|>8s1C z#cLYh+$c#V{w4ys4Kr4?y^J2kg@kNf73rTPuU*Y-jity^w zsVQ>BTT5tqbp4E1Gh`kwy_VtwVQvh!b2CJ-%A4m9E4bT$m`h=U558PW|WBvqx zps0L5s|` zP{{xwE2&(o1JzITuMY9{pJ`{SLe@cHR)`4^I~<%J%Cy5(Rp$AYr#>c&qf41=R5xX= z2p0|))SU5I*OMyVFzBcUb9?gwG+ zYtol3HF-S`DM`yjbJr8Qk%r|u9`$P1RF(*GXWobJMK8>)_*Ye|d?DAg`LR!*UD zcYF6D@@>>%Vne|C`kIMgnPmo5;~7vpk7~ZBbZS$D9XR5;p++dqbCkC*#2#nd``rrF z`9HKC-YaW~q!7e5q-D5K^ruRjCJgE_TRV`{v)pXECyWnTwvmf$rx3Wdo6Lz=?LT-9 z4RkiwsdQHA58YozF(hY!GWvaM1utigV9>S+JPh@%bkwGm2ij~FOn(}t2>e9=%X*Bc zVupB6?&UcH`>jv00BkFQL;6ogb@Q zWD+c8G1wlpMWs17Y~b=JdKR6_qPGT9h_>(-*EMTHxPK4o(9fOG=MoOghk`#U zttH*2eoVi<7*t~7Iao%1RnN*z30+yByH4n_s%hV1@hP`onh7NmLfx4UBDVCcOvB?T zZAtyxz!R_W4oCH@+qq;AS$(BW`)0&)0iDU|pK7R(`5K4zicVd(@6V+}h1HpS={uvM z)q>yY&8BAsuS0*jgk_CW@ip7cac^S)!%2ljAHux={Ho=cSMzlVj?`iD1L^Dd)&zGy zXx6STpN)eE4{pQsse~*NozbUq=>o%NY%?9Y?2LN1@ij&@)v>dh-p3;8_?G1M9*a~i zZv3l4%71w&+NaQWrs$d;rLIiy*g#xI{<22l5FbT8BGYJNjV-)en67xLth9PJfzQo7YNnB~)_yO;nmvM0=JDqjog zs|}saz0fadDa3;vj|Q+@_Hu6hj>@y9tq3kww<$=sHrA3)3WICrD}3Dl0K1x+O-lDx zNhG{z&yyM2BaA2+`d3e<>DIR%3%i4GAheK)J%Ra8@~&S=U$R4W1;`5|3`~Qra4O+7 zuaVCuD_Z(7G|fmxoX+{+v(+J3M)hc)xkJIL%dJAL2Eij^j-b@l_Mc?RDRnoGhP2rmYMB+Lni7 z;ja#ja$Ci}yIa8kwRld*fg6N`bbbc_kO}p{6^M1)pFebAP$~4StuFR`Zp&Y^y`D9N zw254d5DAQjPMq+=KTOi6POa}Phj^ZMs%jJJx}5jdF3&X0x!I0MIQ>4I2SLRZPKwZ= zqKYU3w(w@8bX^NvzK$s86T+4ih~M}_4wZYrS9V7B zeKS*r2eG&UR(YA%W3E8KUgS9d91X>CX?33tU1_?-#gEyikj7M}$(GvVa_1Qt!Txom zHqe%g`@5O`n=Zgjm8uiG7->yJ!=|R!V$PO-oP5_^sf+U za9SIGutge`!z&DK`kwSNIo&M|hWk_T7PO)}8+h#P#|qLg;0}Neg1P(e3hOgJ+Go|G zc^j#6e^36kY9A65whFUGg8&R;b@3%qG@dq!5|qihTNvHj-#lQ2)7?0 zI1WZwel>qi(KU@u>rYemuP*-M$bwcUYqmf*J@J}pHcE`|dzrdsk#~E0_DDbyE=w_N zDk$p2_5!+l?*VwbOiSJNX6D|_L(4QW2@nps2d^K}uXx8s(!2v{tmwpSEv4SYx`FeF6;4M&J;C(^j`W<8*w)wFtu_7Z zu{3hrF;(OODwfTQxDZY=iuFs|Juk*uZkKm$ZEtNK+1lNwwq?r9q@2ium5hS8&&)XG zfh2MsD)5G-;XBx^H6%eKkgTd>Y^ev|z7G`sAZ?K8)?$4%q)8G)QS*V+dgN6-F2XC# zVkj7Hhjv**V6Yv9C9ajIPic33Wdz16MGZW$=Mkwm8KlzHTH&LUD(o{8=KwJ02kS#K zMBuj)t>(Vpz6l&MYEV6_1380@FnB=S4S=K+(w0X-htOXqo}VW z@D{EPj4dQ@n%#~w{nq~g>(@gzsU@e`{{VdDVwViK>J4$pT1_6DT5(Lz_@ihp^gCw3u=C`;)l72l6d7YpdRPAYS zo0=($IUO8-3HnyFrKOH~@w2(9s9UC?YPRwcvoh{h3&Q#X^{yXz5*XMLz~caSuGafm z^KJwY$GS!w1RRr|1zgayTPr!0tuE#r_mD$Z{UK^U_pql*} z3pZ>GoHKubtqn)Rv!rt!4m*fqWWSygGzf+0R^(3~ok|2()oQTNCC#UCE?L0xQX}U97L3bn@B`voD zqjUM@vb@o4tt`?E#UuHIW2S26qkCxa?Y7Ia5?J&gRXD;?w2sJBl2=a0W$@d^wwh)1 z(d$a`i-#o4V=wa@47Yp$E6}w+8+c~kAGKR*mfyVG1dcLD>9=X;92)t-l0zXPUAXVN z6?z++FCh|bHr{3f8~o-BO+$^&S<_N?XKCTv=%TyTUO3`wUpvlFq!WzrK9#L?eAe1* zsvQ(e8_x%v79fwMa2D!pqj`LZAV)abu1*KPtwTNZ?YVMY0U6pjLc#3UHQL>5x>thL> z<^+V1NXnEw_YRexXQEr$=#y%?n7A;kO!3>m0G3Wdh9$TN7=TYF&`{Fq5sF7Hu;75P z`sd!HSWBFQCkwlQ+qtf;%ICwLA&wn3+S)A@qmzwF@^iLasQF|)6r4F20B{9u_@`B{ z_&3V=G)-X-dJ<;A7UO%qCzAaoK&SbgO^ z2>h#eN7Y{F8+)lgdV}OAt5-vz_=+DA+1tae$7gdih;1Ucx!VD^MNyT7RN;siU|VR& zBdb?G;-3t*fvP&%+J<|dkRsyG?ngRI7vr8E*SLsRV`KI zw23!e84D5$lg z-A+}><7w@WTIz832}dU;yBp4E1aS!1T>_ z7T*dXzSec?8!r)Q&Gti!XqMp}H#yG~-I9asYolIQc+1osp z){3U#&}2jjz|YpQW`M`e(m2mdWLHz-U46VGG+rLjgtqtke3B-iJ7JdP+X05&g)lLK zI(lU1qtvxMFUP(chW=aI81-oE{J5-PwrJ!@BN=5INnMN;*k=R*f!?|x(p;w`+mmuQ zj}Od|NWl?OW;{rFIP?{{f2hT#+nb44OEy1u7(8eE_ca!u;A_jPDKDkJvD4BxOxU=a zYlRreAY`u$r=RZ+TFAff?x$e{*S8TgmTN!R{?w;*ayBwHw{ea^s^z;R##1f9lIC19 zNW_!xTe=0@78-)cO_Qf`?Sb>>ryTQZaDz% z8Rx02DbeI-P9qcT7TTLOHdHUwD#x7T z%gcB+qzFKbh6f<;P)}TfagJ#@ zE7&b`ScAqINw(a~n}m6g1?qh(ht{sGwH;lqEn{Sipbe3XnuF}&8)-tW56ll^S2Rlx z?LBtJ%#a1d>l+i;5;OW!w{jyCwkUZA=2r}Hj00Y!FMzZS6XDf`{=cgwhM{wD=ExY9 zZGarassZ`&>)hh2c#p;&6OYChcQ;ye-)z$*G1|p!Ba#V(VO0a1jQqivo_ILV73RJv z@g>)ayhD4dT(6h*nKy`4iCD)#2jSkK&#|Ii&c{dAv<-htlfw4eBU|bhcM2@78N(GI z5(~aES&kO~1ptHC)}DiPrT8Puhr|YWE;SoT9#}x@6J-)N;FZbDho=EL*OEmnkVqto zM~%inWMT-<2bz7&-NodhTdCxpK&pY{V#jD011GQm3Z7?c4#!;=hjk0T5$9O+pD6NjH`hF7R`^AQDHe)BHT~4(%heyB20SW+x<{T5fIZ2_C&PHXjg; z_Pb+mIy7;*8%QJO01J6e*cd6aD)GrV^vz-FqUS{L_Lrn;gUf*GA8Wmb%Pi4uKqC$^ zGDue?dvTm+6~bHUH`a@`+VbKRJ)@PBeukr(=6jM1^T{b0!I8^jCnvADC-J4s+OSym z^u6%Ug{}NQ;`@b?{?+ZxtXA=c3`l7d$O{Z`pkX%xHx9zFu6$eJ4;=Wb?K=G0hMfRW zwnD1Fs6&+`9E`R$j2vW);~4VEFRtdZiqc!Dp4t*xI9bU=CmA4g8NjOab1<>jYT8A{ zm3r3mM#`a&mgR6HT=2m61aq2;OVY0OjYb_l#@*+-l$AtL$?sSE8{!LT^>6I0ZJ}*4 zXXPCMJb}kyMfZuVJU=AbZi=zo6+*A5qm^fqB&kvl++UaF=t|_| zaawytVtGvaoj&5wFWPOSh&Ve7E;nG{D_2C+j=iQ{ z-$Kn5(>IU|hj55vu=lSv@c#ghH9aC^hVof&w8kZFEt*26RAZK1{{VXg{uXoICA5P>jiLD@ zxSQrhQcmAi=aHJp@ZE%3gm=bqzTp5Xo}hQFuMl`c#FmEt094j3+jL?korwFsVEKP6 zV2;&`qv`s+!MVE9ZSEv%RNpf~x!9+UM{!$w2kh;AOnK9t?V&lAO%nZCfY$R zPcJ#P8Y3vWvevzricBi*(%Nd@cy#S$C|_5W1=iE$+JLKjB7r%KG*g9P3~j$gRg+Ki z)tC&0#oD^=+Y2o3sTzNg{u+SEi+gYNpsQ<$y53x5>vD--k?E^cyOC|`tmL|LS3|=i z(37v%7eJmm)fx89C7#UkLz`;?WCn7&cN_jAaa(^CPd7~!)v(z6Y)u;9q;7D}M!K{~ z1CHGod+mwebx@`EDJ?yjt@(C6%$YN*o<$K)%d-ahcGKhMepy?fz3h)PU&g2S=L2@~ z;U){>HL~`we2n)Q25Y4L?b5annY$CUZricuD`JKrY`CI)!X<1z^wWuq20aN9v~W7* zD#*G`t#6d%_!yss?X=q8>K4M(^%7hVojF>l;h@Z1gB3CO)+;AVOjSBf>0F~8UK+W~ zD=1bNS~{JBS-PY!e(rs+Ad2+wpKWt9z@@4=_j5=f?+fO*8fYhuxh4ffEJf>PMHA&h z(`dQIg=0{-#4aVCdN%VIKKf1|=CpU#RlNU-;dH$;@cq*aN<1<`>TUF1ji}eYQq5qx zR{O;W-gU^FXuDhYn6jpX@Vjb=Zf4RX!>)@EYWWzk-!-rZjAgSQ_WY?k=j;-3DzlHS zb~ItKcyO{6sSB2{h+T)nY65$NlJ6A`$AdnByz?7i1M~?@w5JpAfk|H~QU@01aCyNG zWh}`$SX{n2$s%2P(b}FU%1k#E2t|fp8uQwiBzdUIn2M#qlUZr%rcPJMc?U}%4%Ce4 z#%l_zDahf*UMbd)EGVu0Y zTq9?F-}|X-GEs(tc=jRkb28H0#eV@O69dNOHY9jpW4oQ=*&E}>hF|qr-4uBT zA9Ej5YD|Hrw_|+ANPr5nGIF#g7N6DtcSY=T(}*XtrrC{+%|br?G>Oi`Mc#x|^5=wK`gfre1qy7M%m zxwk_Z-cL3`wBMfu8DtC9+w9T^-Lk%O4feEY2I0ZL759%2N%q21O`f55C5e9QAIG|pTv6ym-fQsyFpYQdJ=s`J!zH&3 z6!r@quRplvhA)LVxZ;cQrDvq0Vf$;V-X|fXoLqL@-Xq5A&F_@A zBD8qQCHiYR8z1%L&7Di+nmL*5y|T7}LQc^hh-%x<4$HNj#Bf7b*6T z_OQ)WSF`s!KtNzR}z?s>1XJN#2zNM(8mBR8aoAVw&@*pmyNv~ zE-$BkwAUhKnSGp0Vbk~oB}g`@SmmnDII#OfRxNM+Y4YQJRYPeWeT?t)rrd7a8CVbY z3U!mFUvtbf{willmJQA?>HDfFe2dpx*2hy)i6ZxBL$9B}%y{~C0D0zRL0JlkL}fux z^zMc>K;|~|F*<+KS|gDp!;JAHab=V znc3rzrA;Pg$UYVB+rYKG$r-N2yf)lRr6w8prsHlRD3p2^?2si_zipaC$_bBSCf(lT z!j{zCcswuv#-g@w(ccb%QRNFBj%`!4 z1}hwl_HnW0BS;y}JTjY?&sN{v0NRya@i~o8riIB=d*)6KtXq{#kY18iI|J5gajbvdY@9{#YhYhM^{5|EgB(}B&lyt z!qGAc=Eb$wTPh4gw0Ony$k>hB7mqDfA)~<#)cOiz=YCM7nh)M#2=A+U%lZBCbIO_z z3$p-@j#C*LzON5D?0^s9pvhTH3EH`8$lMd(b6G`~XB>QsyxX_+WE~rH8Oj9Z!XQeF zKv^Ro2#`sgcH?avV)uEcFxT&vv8&3OJK!jy_KABhjfA1g`6Z#BV}aWlP-TPVbQGC$ zZ0Gij@~h@Arqa5gbtm{pm|^DxMV&cmejE;4({a>0F|sTvm>C>{6j?t{7f1(@VeZu; z@Jhcp%T|sFG@KT@RcLMkad*s51VzqXx{~A zS!aCBlq+HCh#5QQyxZ#NK>_%lSvt43v)LaGODW7E9b^U-t}h|8%U31jW#7$eZ&sr0 zu9CKJ7(+JtyNygq!`^nhwJ{`E`!HlbG5K=Imusq;_IS^*k~$M~CH?|#uU20;ECanp z$|ivxno*_=+*0)G8d^zw4GHi zv4@$)GNAbt1d-4wHJ!iveip?34T= zja$#K`_ZBWl3ZxQGn!?X;IwPQBP^uwI<=R#QUtBHQ(v@ap2WdB)O)T&Wm^ zTYS`T$oN@R_Z*AA0K+AV#Ru-mCs&kik$g)Ch@cT68vHEL+RUm~8_fV4%zd0Bw^rT{tV2BSjORRFg&33Aq9zX9Gc(KDcX1dZP zj4`g8m?<~FFy*7;gY)F39xbXW^aAal20=N{{0|gw7RN02WT$f7&~&nMLqif|@e?GW zubP=P*liVIe*?v<^Y${tx6AP5ota{Z`0Tec%vC8>#)YuqBxuJgwsU@NpJ5r=EL<6^ zAD9xSv4$yu&PX{InVG9da%-i7O*_V8tW)i8%qmB^#7OXF*2dRYB8S47k=+m53)Y?H z92#9wn-;r^)=BYNnD-tAo1yrq#y3zbP0>NjDQ7QA)WPOHbP5S_jGE4NoP^?*d|?%#cx@V*)iY>UcXL6YOPwP%C^0;FL5*tuc@oM znxsx*8koK%bI%w8&)p2ebvOdI$+Ct}hc)J5@44jdff) zY!qqQqP;!Y*YJ%cg=l_gk~%7aY;F^5{LwnwbYbWiE-?EM9F(Vd_S?@I{Wz|sC>yz2 z;Ipa5pu7FfzwA%j>V^gHV@0W%)ZkU)C>9VlE?FDd&qd3OXvQ$$yA15E`mpJkhVTOjT8)2_1^`*EK zC^d`YWxTHgwx zPGe6yca0rz`DRY$i8F$c^a-Y#s-$;^RfN;OvrOE$GwjXHT_?UU}7_1jT ze-Zw}e!%)F9y0IKfxjzVV0RU1+zwgYU3BMq_$cp$Qa zpS-2*HpwENFdw6jrz_6@Zn23cf+hhFz>~be)jKw1A&)0cOFMkFNgIPtD0!y5Oc5lb z)yyK@+dFn9Ee^mq1yaT$mF@j9gf?W)3CqEEacDLEtQ-5nVFI)#ZBcTL`ZG=idWPw% zyY?632M;rNum*k|)+E}f?O=`xw&6zJ!=G5m0K2o zSoM@wJjFIt6-WX*a0ossSvt!F35DHv+=Vs}fO@Zp>ZNer|9TrD+7h){)sr$f!hoL8 z87u(C^60&CEvj*ex#1A7l# z-=4gT*HFy2oZ@su=3#IWw=o14XgzS&ILRM#;=K<6xW0lR1I;{U9#1{?izTr-S5%98 zoXJNR2i@4fY)u^8sgmEQFPIdo)W7O)=}ftzqw+Vk5!!~nm~J|;K2-lweD(}r4=W>|DjDAtZ8I`g`lgaW zH_!VO0|t`%%CD`uVncbpo8XyZKxVNqbg_xRL0Wzjs-I0MsBt$jZh#;XI+rFpA&EN= zGJ>s&axj-9cg{gmp&n%jFW>wR85a&@ydp^bXQt&Vw_@HEz)#$T^A{k}kcLL)%$$g4 z!f4<@g@60JNJz2VI6=>3l}Ru(nKb0-!r&kis%>giUcscW7dq{C9;IPsG(Mz-AB+UU zo}IHDN?yQzai?#%sV9p&LRQb(PI3t+JqGajl}Xs*USI?7>Tp>XfhL9rt~M=`_t|aB zl%ya%#xIXS%E2dJHBw{q7hoGaMYktq8peeZsjjA9gfq<=ldDL!M8K=uK7Wn+dtM_> z{GN~L3b~wrNWCzSpH+F*onGa9V8`EHXqZl67Z&!K{eiO3n}gxGoZVaiY-jWS&|F09IPLIehh2ed=2?Tw2y)mSn;P!6Q=j4f~? zMrcVD9=Ex{jg|gnhF+3tYBvoM%}&20E@@C1VU6VCy4sB;)ghlKT4|`a)_Z||)gX&M zjkQkY{bgl_0<_6WB8K{e683A>M_Hf)V zW-H6mt_SC*dM=gAu3+J$BBi;xPm#E7`kQVpFPAd}3Lw3sIA~j-T~qaE8cm-yll7V! zuWj8i2F=1F2Yy21hh%QI->yVdcjhy$Z<$!Q>$;=FPO7ExN|L3hNIyONQZ>8F0p;8o z$Wd95nPte2yfRxdok_(#9F%?$ek6_qYV!WHdICx`IhSmSN4J8Av9eq2fG6zq;e$13 z+InO&evi$9@{n8fdFpifcY$x-cDv8L_DXX7FIPk1`OXP1eDIgw08w~ zREe8x?snZorzT8b;j{ETBer!q2k>Ys zE#0D^@Ad6r-->V;fX^IS6Fp#udkdBAoJU+MTozz8= zj{9RoI-0>Fk`zA2Fj~VX!Ew-rKjM3FPx$B$Vr~1C^*7F1;4!*RH=IhzT?Qb{EL$Pp zT&LXDS7Q0tU2l#Wec*lie(7CUpBTqLI%#l_C7q&Yqq^S3EWJq@)lJ%bQZItyKd^sq zSiWMQXVfaLfALpp)%!Rg`X+r+%9E!;n^hP!X)KPe1g2TZ9(~ENeYd`Cr@JkAv?;R7 zBE{q+#pj@RNSJ?L!KMWE50$<}%`KY2QsWlt$h0oo+zRHkl@14)6L$6kz{nqz>jE^n zB>T!P4>l)lNLpHx*J9gRi8$D=kv-w`LV|;hC@AT!Km6ud zVJtl7)WIxFZ|>G*+AB)+B#Zu7CKze5oRdOY-uDw!S#aA}UZlG;XNLFAH(84}ruhy9 zdAW+UL%QAEgh%v6Ka1O~%Ys+di-dXSqaY}8-0~?gpVHY5pXxz%yR*OKO)LzVlC}Z+ zErehCJm!hr_d-L`6Y1BkkFBuD&5mAI|FxeG#d7oRo(A7u1g|Il?%~05@v@ySvtL<& z)w99f*(21S$}6m=MC24q6RtiB?88rt6ZfK0+x6U7CkD3j=9UBr6LNIlvFzO#qdzkO zA@iY}PDhfq_8?7xVQal?M3wT9bDKS;@X2nl@Y+iLG|xe{#@VxH$yoJYfTi$09`k4H zpTRq19^Ra`yXL1pXfn6H8IsPWPR;73t*w>Em|xD`XhW_ffmJMRQF zDl0G3lmmqTp8{pud5tDVl4ZXQD0-g#%FaB1m}O;6Z+PKdci;->%}dHXkZyq6VM&lq zLwSXd6%^%&Z2hCT2%{{L9g)4tq0%S{+2N~ja^rU%r8tpIPq?-^TTnyZRv9)uJ|q1 zAS^BoRd+I&1hmev6#!%t2l%y&J6u#s7isCu#wIV zEi?OVGaN3p^okgUv^@|Yzx`>-OQX!`G&)>?o1WZgcTIo>_)#~i+Sk$<7;f93Mmjp2 zv?XdNA~%k3!f4}h&zPog zWzo~Y2nd8VRQn(a3o|_+EER4*f0t6(qMr|2QVG(``B+kMM)E1KXSxiQJLQX?J(ao_ z8trkHtr$p!dA3_y?{;7|)YGAlc!T;5pL&NpSCl0wBj44@5{o*4qV23yVaeXy|?eq=c;~S=&dfc^@5CiiP>}Tkt2_HMD zcYVyBLwO9OTND?RuQ<6Ov(2b>cN2uCkpxr?gbM-dkGU|AcoBEVZ~a|{BY!3Z5UuQw zyHDD~D0$;2gIB+nErLsr{46e>Cx|29bM)biGVNZxW@Mmy#MAzq+^42!p*$vlnQ#~A z?m8D8A!M6>h_Gm$BV9ysh;ek~pB!-8aJ_2}YCM3AaogBo@10Y24t2vtj-p&}FYa6< z@9Yd8W8$eA)8;Tef;-`LasryPy;4EU7e0sQ$7;;zx6hWgE#{|2wy@CjVo^@u^jT0b zu?*yXKRwSUybW0@Or##DH3xdqm;@oO!9M1%F=q*5p(@aXKLU% z^IWZC-cs^SJcY5#LBHoD-vWo=&td}qxyAW@&!a(skLMn(ww+~1;^czd*DxZ6P03&^ z04I*1*Q;iRdbEj{CKs6nL%?-O;jUukIp^!=PmYqGiYNMV8#%S;{s1RIxPt%pcOY27 zmyU|{vj*!~8&2glxel`+b6%KfsgXAP*JVG@l>X1O{=XK5*mZ79@wahdqEL<~z={CX za@LG!`KC8oY`yMF_&9Bn$i*~AOfHXxw1sIJ*@rwiI^ex5xyASor=|ZD^I4Sn|AzO! zV*j7kH7ph#9q3J(Gk;qXM*tEVlF$)$k&Tn%7+*#6(D zqlpb7949do@xK*5K1MZfCv!$EMH3ryQ#VFccN4dN+S2yMmgbC_)@E*2#LOVo52KX1 zwWXCCF*`dOqo|{uql>DOv8g$un7N0wskx+!u{R?qJh_{>E(jO&(r)vrEj})X~hGQO?}K5+sw2 zorRTCKmZZ$|LM6`_C=1n5c&jBZ#X8#pqMZU8W;qglCXH4a!g)i)K=8i>+DHG?iRsn zP?SDZ)ayk*=AecQy7iBpt1U3BjTTSW@INo2ZLw?DlUM$p`*;8&rXPZt{6zc8(SdzN zUmL7%Q5H#zn6L-$VYy;;AQ8TVWOtN9^%^maa);;u{%Q9A+r$P{`#^O6Kbu^E|CqhQ z{$plZ1P3u4lC?(zl}j^-xduKWV$Z5+LjuG!rIl zKE;SWqbu#gf59ny$o`YItMwmY?_4=K2&_B^?7!{H!~Yzk*s|EakchdIgGNlAaR2dt zdBXxpeG^xb1$9FyWCf8KdlHXw5!DK>q3|C7x7b60a`IVX14wo-tE(e*RP=N%HJr8} zn-8Vv(7sb#Cwv=NHj$r0(SGaK;gEIFoM?Zyb$k!*OoG2u1%0zwW5UiM4S2;;JA*Zr zVNp8@m9I(55t^bYhZ;0;i+V2yd8SNGm(GHr*2jBR2)qkD8oHma)GSy=@!Kf>fnu-d z`1&`^dU>^r&_E)G;gD>*a6pUox8ti~*C{zNe14h`8*W>A z-k>^S@91KybxUp@B;|)QT;p65H>C zWKz(n-h(&=G)0ht_g(P1c z+1|_(Q}Cx}56yp$ZHock_8jRBk3-H=gq|r3#Y>{*7&bn8KKM(*-4>#|xqAk<9JlEe zHz0pEsS~=X6*PJezf4LyS}NHf;`!@5D=U*ISG?KV#DdFX2qqSB|AA6r4CRSvW3irN zSX(ih=gS#V2Ua=W&Jpkwhwtt4Jdt>+TBD&4JcgR9H`gY1aRnQvOMC^f&vC2`xc?C%YSJkf%$(pE5a3u%yttx zQqcd#w`~!YQ8{{RcOI9{Ta+IS&w^1Fqy>^Lg_Ym4H}$r?HkZ>@M`OnxZzO!HB4~N) z*HO3hE@J#b7|nK@*?@As0E5@BJQr^%T8afmj#r3@D>_5I2<}wOs>;L{TZiD@<|c6l;L}!^3{-yJweEE+l+TUE zPyKJac}Gre~!NtdA96l0PYrpT@el zFe4ctuGjK0gTOYzas5WPlNYhwWl!;y+2k>#&0jJw0+1~1wQAm6l>_JmN3ewG!Rf`f z8qtzca#BhjoSPM(5O@~Y)QPnU+izbJy_tTNF(QfNH+(O^3u=MNCdV;FQ*Fl zvoz+iM!9UXl2Z?ZBA6pB5@bP>5L3Hk!n~1 ztQ~4r<`+mPbLyN22kG#~QkHWF0a5sz5ijzUFkSC?c*rGis1{2-33|4$xF?>>ks1V5 zK0Wk7_n($hl$9NCJFc6Wl9H;qKax-h_*Zk}!ghJ4WPA|It??CISuVT~1*mHTD4I+J&$MW30Tvq++CqGY|wQUkiz zysT_P1iw@*eGE5F2b^Y{U;Vmd34k?$gZE1TBQuMEXRIw^F^mKA62q&*9AN&nUURP40VS|}H8jcc<<=kddwMO(6%S3O{xxVd6zveAF!|2O*XkcL)#=xj)flj-SGG444 zeTo>aUql8kyfkcwpLb$HfrGN3<5v3vlSfl3MW&MN57yTJKEZb;0ghxV_Ay|Epp7xJ zoF1Bo&Xh81dJLNSR~&^CZ|`Q?jISz#0phe*?t!_Wucm3OE+5vz;HjBjoOt&Pyx?gT zx4cvRE-y#qN79#h!^U(uG~dlD95=m5@HbDi9@wUcnIYp0gr<&fE%`Uk7Jsv?7($zu z#A(&>vyQN2o}s9NLWa&#I<=GuE^9?x&PrXZY8u#~(an@+Zk_m!)Kk zA9N@lx~VuOTXZvdYwY?4H`Ra~u0IqHSN=j~9|mXuZ9AeF6t-Zdx?Ol84RrA~=Dx?^ zmUi|{EEQ>Sr<*LZ-=Pmay_T1Zj2d|s73CYDo%v-`R9H)GwO0#4Bf_%JP%-N&Z?yUs zR;V1(q(VkO*e+KcA%3Q3(4?b%6bVjym*c@iYwGC(@d9wPzC>8k|E|5Ssp7Ha$(OE2 zu6{UUUmP!Y_L*B(iDoOPe_j7wGgD6J~Sfrysj`y>05XqVL`3H3XJJmS81gy8}iP%PoL!f z6KPSNZ+JZ%=i1+(oR>F86f{`Pps<=C4IA|B0N+fYW$o{e<4PQK@Z~qOT`=}zc%9F+ z1Ms9&QF#?v7@pwRbh6jFh^#U|o+dm>Cf+{nPM3;;!WM@Ua-9 z3h|mQp?8CWGxEitxkuvU*xz}=^JNvlw2J}b591{pvh971E$HMo%*Ezj4ZM&sjJTAA z^Gut!c^(9O#?wX%Wb=?0&Xy8d!KR(#?aka?DWx)_l-HWX&p)O)xi1H;OP`WWn9P#g z>W?YRwWn3)-dQy>UA}1ahC1meKdx7|Cwi&}GcJx$&a6C)rqOQjn!)^=zNc`jU8YkB z-gNZj;{_*#iTui3toChnjD=JDyPR7oAzpf9AfPbARxN>&`P6Ad`Sb6kq~lpjPfMjU zWp=O+9L86+(*dB63=!pr3_zj)+Jqa*5fN$wx;2PU*nd5F>DkKwkfFWaQF%qGh72&O zjk25Es5k7c9|q;eF>?$O6{v(Z6KnbkRQ$S&>L%ax1-1ac;-v#>wZz=GOJ`yzCEIWw z@Z;PY05kWs8anWVwvc(jQYwHhf&HpeG?-qzjxZtNlPFtD^+tY&pC+u4$X`XEdw*1WI?vn4kFDgAxTF^?RvR zMzAX3uf^R3?4K*AO|mf<^0k0o`CrzENMSTEwR$xngHiDK#P6G9W~K@it&O9RgV*)N z#brUg?oxpdf%v@e)_&Zvv?UJwUQAoL&!*e*lKY0~e|FT0d%hII?SAkc>u5CU6{??u zu?h~I&-CG7xCBvt=WU50$NTf_cbdm}3M>nge6f1i&UqJm)+T5mIbEVSsVOY>b*@Gn z)!v_)$}X3Hnn8A{I9#Ij49MeQT3XVT%{u~@Ov32OGcXk`)Y~hcTyhTLBF3ql&ybzZn;I}|DEL|K~89BY;CO#OgN&6)SO$nMr96=>3JSoWRAp+ zbWpz4nn`#12*h<*pM^+!i~GgZ(9Om?FN>@wpFq4xl)nfsZELVYjx`Yw)qq>?^cM4u zVpd`?b6&%GzTxm|^ogH>;`rmsk}}}?8BJX{*Uj3O9}p9Lh)rrxqHriW5Dkes?VZ!4 zOb*;ZeJRmN%X}m!7B2h0Rmde(1oUf+z~WT}j=eFqevG&nqz%(qRp|cR==6cC(Kspx zuugf-@NyU`DnnCh+A04SQ17$EEf>oT7Q}6jW2|;c7~>*@^+CGvOS|LTDT|v8C2Q2E zS%chCuhrAtW-uY}BcG#(=L)13Wz!4kpLRr}CR;T&Ar(<$VtI@E9MeB$aRi_O7`{RJ@;{O}fZS(odn`ta)0pu$CTb`0OZT_9$}1 zsK2l)-3;ai$>gsyvKGs4fMzfx8kPK5#Y7UQUZ?8MaMk(w7Xi7K3}oGEHv+2r;|M8f z560P)jrWSQA3tEqIPh(%a^SSStBf(3bLOS|8HA~d_)gyt8PGgMw@*lN@a(@&6i}O= z%D%wI13iO-wC&z9YXr)vr(9w7IE6mPAXizfJLMC2OGTC#SC4bIGDe@LB%j@&1|+4? z&ELShWfuPUl355t#`^;9cJZ$49$f!K{8#6pZ&&I*^@Rb`XMPVfsqQ3M8pT6K3z|b5 zT;%ZbTn={I%|s{*v=}v-6JwF0M6<}<@6&$^#%I1eWEtrvDn6y6b*@ZOM(X}@yh)Yy z-Ysq#N>GxaMr}#cb-G|e4v%^@xa9{$YA&OS!2gCZXbmbF?66`@M(hZxS3 z`>gs}aHk+xU$jz|c%HN=zk>(1%X$iT3l#j>r(>}25RwLK^YT8aV93ZkfU#`1=zXuh zZC!5Rg1|U9ET~D00Q=JMOBEsZH4stIQ%=4l~uXe6ItOV6$s@W7cm|sx8j;j#L zE|$mg6JjT?*;-AL{UtZLo+hcMm|~>fD%=nFR^G51)?H(mta-#f80M>b)eDZGR%DYdysDxOnnL@_!^kTl;4C7Zp;_QeyTGLlLQ; zXSYq;dadN%sj?&&kLbLA&#N(fM%-hCehjAfnjAX}=;nN4hBR42Wp`qvTJf7WwCr5S z8c4djh;{Sve*mY^7+U&ybs*`wdKb{o1x2o<~j;}L%tVEBBC)n(Nl^3|t*o}7w6 zCZHdIJ2|Bhy`OE>okt@Equ?c>uMN=0SWp29O_u}_~3wcdk{7r>Y zk`E5j(!tvISn2$&R1B1Fu+p{Tb$S__B(yOp|RCPZN_mxu+&t;mtm!*WsxIbvn3U;LPg+Ps!ml>Y3%TR;^Fcg~2S z%AQoY&kKtUJ!9MjS^K4kezAbOZC@EcM zHK(pGJ-V=c!=s4lqUhC45;OyOw5+5VC^T+j7M9sCsKttAP;;&&J*Y9vm(o$mr-${J z(sQNQv&rIliU*9Amt6H4eR1#0D0#t9rPk1Qow>M?nJ*kArtMjwMke)$QybAvjoVkQ z2%a2U`zZm3nLDV@b$}>DZQrJO7k0v>EOEvXK&0uy`r5|vH1nqmJ}9_8P&L)wETejb zgUV#=EVBAl+m=(3QEKzsVhxhwhy2YDPL!q&Zq zuIx+3v8jvr#vtpWnnkF;b#|!r_iEStor2+NooW*&s9uti*R`r$gl=}pIe)`;@Zkex z?|GsSo*dax9fgtlln_mC{&J=@Zx*?RK+shq?x9p<5`T6EV3IbLNlU(Bkq6e{TR!N@e909D(+ApF!Q(*KGhXh*;Wb~TIcQ^-Vh zHbje4BL8Gj?N;KvFUWM#d}O0#3*G6X;eO3bSmNq}zR^pwy5r%pTLYd@M& zjxFY)z~G)TQ88`n^~MUe)WM+lf@_j-fyTDFmw$nbAy)1YJ|SRmvsc#I!5^o)N3D+m}?XY>|wRHa(Qb=p~h{jqCCOe=42sg0A6mQiGtH@Dw=sGDtqE+DZt)EaeE zOyLk*DAw~d5BxK6{YSiG#y%vnlisi1F9_X5^=h?yt?jK!F&&~l6TF=(%;;w9!JOmX zf3BThtE6l9ofsI-_T2}FSX2XD#|_Fwv@!}VMKrccSoz2J4s98QuxTpTyohPumTkEe$&LFQT&2C4Av9jULEfb?o3-9vITE;YIdScYoH`ZhQ zBq3klaB^?wv=6pro}25XQ;{M=MsJ_^e2jxoyKMBD^2L3-YqV>9d3`fBq<^W~E!Ag1 zkmE5$2VS2?%w^;d>nsI?o~RsjB*=LMKkoWb-E+>RA>83|+80LgLNJP^a#q3TcOuVp)039H083 z^Orw;)hoB%C{MP|=kIoS7b4l_xo;_G35nXc_>R0&ID_%(>=WvjTxLb8xHE+3Epmq@ zKUzoZS%mve1!0h3+FR+ajOeG>)F=cM!Z8N`Rm6+|q) zo_TYeY(Wv1tpJWmnBt6d5-v`&Cu1Tbsufz6E@6Qtkg~G_+;Ml{_wi#{ZM-TSc!T2j zi9Vi~y3X&2(DYc|J0D{ESK4>B)p6xJH2zIJ?NZDJvaXz{x8-Q`#dx5e({4X88UW~m zt}7aYQ5F`3oe2Q}asC&*CZ*YDK)PD^ROPk8-LD7|hV__xg0LyyXp~9z;cPf7LSQCu zls<4R(L;jT{WO|$XStNSkex8clzq2;pU1F-Gfgfv3PB=EKk(@pw~0z#3A?(0AZ#Mh z&)8__@2VaerWC@ot;7z7byA>8Z4Eh;72PuUt#3iASg3DD4p!Q$aOHPTMqk zKdg=ZPDG4Yf-;QU(KgbDSs6zri#Td1T}HR7&2qQ6jM)*?{uYGau>v66(R``}U)JXu zwQeNb(6Dy8*jZKT@EsM~B=IPT`vv`+S=pomb95LAR`Re0m1;{9-ub2jhh!yn@b4z~ zl68L85KWsCy^xmxDeM>1G59MQazrVQS8!dtO+A7bwwxTJ^0>P43JxqM`FXuFK9l2Hn0djJ6X= z&AqkiOj(meI2O@&t8y{+OGw&UvxL|X)+t^6^`DYvjxWDDe_b;$yKYR0lTF>`lnroV zg{kVD`02Ca$yO^D2r3Uo?gu5hIbW|}N3Ps5rsda+cz!ybV61gIDQj~Kj9waQ(VvuE z4tNZcEv({32~n#p)`bZMsC#NspSjyEp;L!}9PFN-K}yQg*o{=Iy9p2da&T(WaX&XE&obI;IE3YW0Ziyq-D^(8t$qo-Q%W|%I&Ww$BD}AO1F{~^Mh=T^+l1z z2el$wQTk0JGS+Pxmp_BnclOAw(<3c9Sr)W^A4{MZsM?whv@-nGP{RqwT3oT&g(W~7 ze|DuNNmk`^2DUS#$H{ij>i#v~YD0q$kFA6h`W8=L3pW?^>%{0d({#bT8sS&R*&wFI zbiPYM1?5Yg`1`%T9X-_g5EXr6sRx+ny5M#ZS17uAK1`}lqOC*Cd0M}o2K9JGQ*o(l zQGB3I{J$<|cpI@X6l;4@WznnRcGb~ww z)Py&%!}820W?`=xTPQ!kPS%iz85P3+WE?}WK%*(HR&=N$1ik$53Exda>V+DHI=S-K zi9R0!MtTe0C+w^o*Rm^*dAp~+UrHY!L>FHeg~oa_m&1KBKFzo^99A|iDAELqfPxlwXzK7d}IQ!8{aNCAz_fb+=M!t#BPcDl$;?BYCUqQ{}*Cc~eHD)WMG8W`{lN+sSk z5xMiT0Pf2`2bW=`{9Rto;|0inwN-z@AV+0f#XoXY=XDi_C=^Lp!9g&9cGlJ~PBqiB zxf4a^>bFBWPuDksJy8V>NFhuCo0!O`E(Z^$bVkOU4;YLIQR!{JZ=V@IJ8Lp3J3TLD z;tDtfCk%w~Ei6oTd4&;Atl39_jbW1dZSzs{zd80cPVBsvItFwcLN}EZ!-9S~`A|-b zXogsq83=Ts0`u$Hh!jdI$XBjEvuo6C+4mz220O9&;;JI$)L!NK6ovxTC(mS5T?Uf7 zfE+W}fnkR++LREI2_4vLBwGH7e?{rFqtq9I5k3txvAEInWzKexd1kW`=I+jR`$F&! z$d;i~JH|Fx1kXwj+fFDpoUP9k1b?rMJuQ9E2UQViH6?g+$hsozzt;XS0vx6GBVWse z+kSaG`O$NqnJMD?oq0HaWT;4u77B;<{o_MFA_T!o@|w2$;VC&9)7=#X8T-k+w5HK4abWz94s-p zZX|3-YWH}_xYuW)i zXM%0QezY+wb>Y{AhUkvJRrG$l36b0*KgL4a1Vqt_Us5hsHEQ}i1PUu;_X+p&KC6QC zC8yPoWB5PJpWXwTd-GZ4?kwn`;*@10>QKo$;~QbA$`WplUCYe^vf}gh#6$iE08&7$ zzdh7q-nQ(1(2DOBYj)pXvz;OE_}_;=EYHE3;r6VJ^FZ~qtS2E>2BS|)=JJoPBYS_< zeJd|4x==}DD4&^BKc~#jhiPt~3dyF+6@D`(N6p^J+1s(iQu>4=FLDktqfN7#%bOhY zWhbvCVtqUZ9X* z$pNjL`#;LuM41ke&;!GT1Vu9dQkyYQG(@C(qz^oZS-Xba;_fQdsn2SBhz-5%qE|s@GUyfd`L**bIcCp^*|EEQ}HVuDkOVf@KdvM zg+J3aza_kWOUy`KB{&!s|ObQ(rC*I@10Ya zydKy|VYjf&^M=HVsGRKhah^39)QezlUkJN#gM2NPRs^N&=T07=(bOd-d%v@pLd0F; zqJ-4b0~O@_8wR%QRMV;j3>F*jV(xg#uRlf4k`r(lBQXc+k$CJ!moC?O_PqG~;Zw#%E*aTT54$uDdHt(b_s6g+ zn4;}8cS1O|lxX0r#LX(I-Q}8O|EG<_-F6umntMXphGL*(&NK4Y-{DlfG>GUXE>x;DAPRevyYQu28$;67S$M*mB!)K+v5#higH{e{y~wlvK- zj71N`UAG5?>Y2I{J=ExH*E-nxjq)M zCE7#H0h8ryVx?6m#$F7F>8i%`g|*@<^eHrV7?Al70A-pphqq3D1k15sgBvZz+)j*3 zpFV1$RD!f{rjG2_`lQvYtVlI!NZ!b|E| zX5|gT63MZ!B%93VPh&r_;RH@0OkWu z20`i(<6epgyEgQtz4Fd;n`hAj5z8Hb(W=7-rIAU#`i`bBTrsHk1@2u+d`j*MiJ9NO zr4{%1z+zE_#d14lOUU~s9Lfn*M+j@hm7#m`mQ6E(jq83U2@iEE*H^7Lneuq|DE~Ms z6Q23@VKAA}>xUOpzu-+DxC(R~_UK1;dfL^SCz9dstv^H?0BeNof?#xGcNZ1^0wbgK zIfo?PgBBBIe}CSV_C+!$X7hy5&X?f1`Xz{t{R2lslkMAcZrNV8@ZDFY6;^tzO9!7$ zlb}XT!pc|N?gCo$^P3hnz>k+H z1VNOagT}%TGeK*rE9JYlaXr8xN6B+_Y@CeBDFhEplQ$cDRs;Zsg}wWmP5OwdJ+17j zE-_hrrj~W_wU^!oGUn-aF5tmWc1c6N47C5`&L&e&8#twg>W=W@XJCg6Xn{kuMa za&m9Fl4H=hxrd$1K5H(yl6PkruuCA+Uw~hSytvlK*~i48j*3?^H8;1DFg{%H7~zoN zVE8eLZtu(T6gQS}LVQ79j3&lWXa}PI-y=%?!dJ`EKT8gVVBjEL=8=({Eu=+e3X5R> z%yjHBu2UZKTVvItF%u*_ULb~92nZv>zc@!zpoVf)ropFj;m98<@aLaTCu z$+{?Ps)@>_JQ?4|i@D0NH=|+DX0UyuQjX>MEYDE`K8j#C+f%6_?3i7sQ}^8&-gwdc z#WPjgRgrkk>9nb-kU%TLrg z9`di_Y`Yhr^4&7q$#nb~nKZTlxG~s9eQNFjN-4*0e^Q0zL8>w?nrkAR;~I!L$cbi5 zQtiuz58mzORF0bQih%*|u;SxQrQ?A@n(7f489K3fz$OLBhxBl3wRqQ!`h2})w8-k! zq^A%`3Asj_pGIdx^0FG7;K$~Gmhl|LPkq0V zx?iZo*Y(3Fu3~VM?Yy@;dh8xY9BI6c=75mI{>_Kf@1!y<$~G;ZMD~S`AhLVu+AU4H$03~lJj zdJ#T&EN8#I-vpIBPVHPMy>xVdy-mTsX~x7?UOoU%qbK{A&)O+_hbxjlt_+sjbAs4v z6Ml=smH*G&RR>hjbp0U(lvYF$0eJ+Kv>Q87M6nPB6FV`%0233%E{w-|RmuVp6FU(b zL<|fNL=kD2Z{x<^yED6c@5T3fe}5=I#gx+RbdyTy}IrtffmMqI$+^*`)c^z|0aVsn9h8F_c`K)kcJaX+;+{`2USc@V=4UXQmO#YF9%O7z(pz z{de(nS;Q1Xl{#Ka-yd3gjsO(fn^l^w=Y$L?GZWnY+Zddk z>guH!#MWbyN6-I&pP%2pQVNf)*<%>Scj_}jYX)%v5e`&Z^0Q>KU;VCrp5_zg;%u4- zIZ$%(;Otv3#J}RlA1EGuy0r8{{Kd+B`14mPPnl+uLTQ+U^2QU>#0Kf&DYP=VHOd{R znHVWO0u(0kSJNZ$W*0juXF&WNo<;Zn0}hv<*vi!m8}g|G5;;bS5%4zhe0kHAnI>Vjh~T zazI@5t=K}aFA7PL7%cS!LJn*^0zc1Y5i%tan$;)I;l6Fql}{fkUyHpFA#3T@INmWN zO0Hj@YV{hzD5IKB-k^pzFB_4+HqR+|5l^lGi>R)mxYp`LChy+^b`Thzr%4 z4tOewOXUDqF6&>+7QJ(0=4+u@rnBRBt$OF}*CWUqKhq<Y6uiM3=#IR?x6AP|EV~FpYHBP=u7Rqorfn_DhG6AqpH4%BI|8dgdhSC z-k*kVTtTZQ0MzNjJ=we&uR@T0CLyRZ<^*+xm@*|O6`9%u;$*~~?{8NkCZNbf?m^^U z;pT##90AILP)C5)lN>1fs7?;0xlNdIpt2%j+CoyLjp8xR-I~)@-T++0vYQKq8s!yk zNB&u($G<{pfkf3OyaMh1v9+jSt_ND(g>Ux|m(;JXr?MlFVxGWJNU%z-150D84q^Wz zRsyQpLn7`{ZR_9TwxLzj5g%IprOb}Qbd8egBaq9vqR((i+tK||Ob1L@>$nSw3gE+* zrdX%3y@HP1Z9=NBOMy$&`!qnV-Vk@BMJb2zO(4t#)m@ccu?&QMqsaf6a$wQ$)>%DQ zj?SF_jMuu#vI>6hCBH=|)F{H6+rY%R^^E1gLW6LYQf<3*Y1-54MOj&j6#)MGkCU-- zt=gzmVU2?2B1IX^U&>KB5AC|gx!Z{U2}Xj_(WBp|amB4`aXz4rpGuYOzKrc3pG4DE zaW%cr1ZiUU!XtpCb2f?4+m57wqY0(XlG{2vWlQv8R}%s64)!&VLL)^33H{ z(41MbFh==>wHRiCYH~!%w5hYTnGyNFL=Ig40V|3jyfRhu-~srB&(4)BzYW9&xJb2&v-#jQ29FqO{ahJ~S ziFq49E2YOm!%na`5+jN2uCla#0-y5o`Tljp+VR^gp%rD%adQl65Kpc_z93h{yBNpj(Yt$)kA@G!?+ME zNPZQ4KHo@WiO_T=)5qX{fN8za)V|N12F|)%2WSCMO$QjZ#8hu!AWy!c0i3P$@SW){ zBNYQ@C7ibg=LG;q}Exa;`tA^}<2b~Z@lZE!QMOcmCM{i)US{zi$ z%u7sW_Ar>*bcFU^&m-i(HQ|%pMa8PK_xa3gcsYPajH*V9U)_4iIg}d(@8LN94#w4? z2+ReJ?S2Pm(aiK(LTw1~pG(CFq%{PWZl9F&7a)MQ*GFy)D#Q`#EvGEj*V>26dTtTM z$}jg|0lzWiuE$`d2ScF+|MklteF?IgmECr495i)so`Stq9j;Ezh9{;Yg4<}+sYU;< z;fRT)B~g?x3nqy?0|rteh^?oY&ThH{#6VMve#8>>=}$Bt5C;7?x!*YP^+RB~S1sN% zpw|V5mtgz-XwS*g^>zZk=(@IGf}DzIq{*eWuNOXHSk&Y(?~C!+pUxs}7kOSJA~Qcy zuizcWedfkup3%O1HKr@yr@PM|CN~DCiua!O>s+k!LgqYs=O!hV{g!dW$N8tWefdhVX78-aT8(w;(2Ao)xbO+X!;@!N;?a52x98X;xiIMup&KN9jo>B)B~XM) zW-8&$y5c~8y5khNVeP+vv%EmAvh=${d`9@MH&JgPlMVpYYt+yJ)gOfyt(=tgJ4+N z9Vmb?icC)7@867c1}gbnEB0iE6AiG^t|eLw5Ynv}tB4%opy}FF`vjj#`gI91?lx?(iEPMaP_yFk~|a z))F4b`!S|bEmLVK&0A6gTh+PgU2D7dsV)Rogt60J*CVE8_LOO!E^u@P?mQQ3TfIc@ zdHl@h7T+k-+_aEIM_S{XytS%9jP!UfRIa38XnJ22WS1`6uTI&(5GmtRB%Q6{cY1dV zackuR@1&Mkv(OOdOw2A~h&`e*Klt<4qtHAmSmh-Iw zGlSqW0hJRh9c!BaYfE5J^xumoh;mOk5N^y~JR6w;1BXFDjGUNN0E{I=%!Z-WXURbT z%*n3&G)a_2pCEJH_GCEtNMc1?FJ$icm#}mVb}qD6jAL&TT+blmz~@Jgm>=p-j~+ex zB==o=znxwpI4wFvsKByU^)?MA-TC>A3~~(Z?uyOHfzYR^&@rLlX^iw?aL9qa=KSVP z0ZkN{3&Y9+yB%lH;4W9$9J$`nriV7ZrP+9;{0Uhm~f^-Lz6;P{VG1gVnB~5-BInS`k z9s4PP;t%1;2J~9KXyO2-q@`>)lnS3V%GZO2FtJ7z@Db>|9(007VNIWSO?bG>hEHjW z+EmNV{qeVhjemdom0t?spD7-mo}S*aD(bnjZ<1IKIK7swKEm}3syhf@4X5>rnPvB< z{Y#HNOQu(Ca>X1=c2kXbe!jqTiLG2m-zGp`->qYp{ndd1o~dS!P&!{s0H8c7y#O$b zk|z@Uwdc)R0NPHl5`V1Ykc}x+cr6z=Bm~X`peulx;Q9AmtEdKtArH9}H!=o1rHW4t zcWXJ+gy+~l=;bgxfJ$ps0BXCH&O^VFn3yOLWcC`(-&RsVP0fXJs-aQ0W?fju>Dx}9 zxuTI^iBoUJ==R19+BlnCgqKuZ1aaZ@y-5~kU1rX;*Q-gujA^mc2}XTSZ|IW~H9PCg zd(5y3MJZ(6TH9P{NvH7smS&UGvjP5u*vTQkfc4hef~^(soq8+!VX%0R^#f*QeK?sN z)3@7Fd?Jm>Mu8WX5YK-MiKs(;4>k;AZ@&qEsq`DhB?qpnkOjGutV`AeLBWKlWc4mz zBY^c-092yQ&)g3a$WBIgZ|B>c=h!&(`C*)@3mju*-wtL7hS9)nyKNq9p=4E0YZXW2 z9a(&mQw~hHeo0M3Lnw`mjt6+Wt-&EU3wZwfw;YKX0e17TksLP2CS8HMbw|#kL^Oek z*@g{1VNNuw&L3&`$c(ww$*{AJWP!lO-KK7QORUh<2T&r|QB2l-j{J;sB%-O!5ynCA zub_lF5m4GqqRhSGkOMI7+6N^Z@6vbPghH4y9K?Lx_BV8b(${Oc9E@p3yn#b!oM8L#8z38z2Hu$*omQTqjUd(6 z<{quFi#9IhI!Tg|Ynplx8?wIAhT}N0&=JWuV7T3}$u1d76o(wpUi~nOM=*XagZVd; zR4o?uQD#!O9dkb}DVY(3Kyl|}l>k&vDz z<+nbP+R`hf`n+13=Aw}ER0f?rnVaAnK}DjejXg{()5doK2804%H0uJh%Wn8dQLC|K zE{`o{@K^YDqEcT9CO&pxo)%*dp^&E7x*&O_qqJXroFxP+2gr4-|F%8+j}JdoA9{z z?TtlUWc2}tq^sFT57hWTtP}caIZ+2xC-&Vf$&bFr>JhTIO6NvLM~l<7?XBIpUc8d5 zvsIC~S&>+e5PH3R4Gat>88nIJ$|d^G{6l|WfxxW8_}lpoLgs%3t^?9KXX&!bzo+V4 zTB@+TT>+En_D+K;9~h?{x=xV2sCd4FwVqVLMd53cWx2S!63`PAXeK4q4j(9 zN^cu_4Z_MHd}}Q_pg(@O6Cl$BN@%{VwKHs^yc8Uv#mC9{=VfBRJiy4<%`9_f2+#3_4 zk>g42ehRaYMbs67Dh#=$lWNfhltukf+{_Fl;ZCn|T{8+zu@X}j#6$7@6tvI;O+J@y zwkBInm*gRw2?I)VBgw(V$%tzW`E#4|IQQd^l4dB=ck}jzXO>aAGNw*KR1y3h5U`JX z9)28EAVsAbJ47rl_$s>R$TckoigY2Sg!gr&tA|shHjWwD#J>lKrS!bzWITzc8sH#5 zj_E5i81Yr_*r%2O)uKnEd~7~amnAm-S|+I1(3O`?+x_>_H8>1Qcjy|Dl!WNU^-7* zM8@j4^m|3UA*HvHk{*g_lAgYNPT6zgOk=yGjx7G-mOBy6>4o#NNJr98@l0fKR3tf(VhD zxdvxq_2*a5u$9BAN)C|V^L?xV{b<`&^T09~XS4bMkVck14cR$Th0;naaL((SWp_wr z_qa-S-rDG}wnsN5Ji%I_#7Fq|!uf$+bk>Bf3thD;%m?VvQTFHbfvG^&72)a6cd6t1 ztRQUx+08)@nQrKG)D)5k-*uZQ&?d<>zR?q)36^qqoEvB@>E|kA`(fgDJsg`TSt+J1 z7{TpddG;woELcYV?K-pRSGJu@%!Ls#=XMa1pt+|4_ZlMyqB`x{4nW6T)fx57xqTpf zSGGW8ant9j0{0A)K0%=>_qs_UxNh&Z>gK; z81{)37=lCK4&6-iD)}P{w2^Vhh`M=7X^@SE)Fyv?5;2xK@zA?I9xIYpKtQsl*gaRW6jxM4y zL_5=+`-YNv^Bt(L^pZc2=`y`j#iQWWvr=XT4pvD4!DOGL9+AA`wT$XU#GN3cVOK3$ z+-CaSyM6{Hxt1jV4CN(M{G zgy1Hke$c#tN$2nUJZH^0063=#%7;+U5xrH83y`-yvN}*Z6Guif^!(k5AF`;2 zz*6mkz$phFU4igxb63^QfRO{+t7P~zEEHq#PZl+6`1%v+VqdbP?3B1CLs3Y;{RQ?w zjf_wr-BdvuWGvFyICz1pR{|Mgf$3$q5Oc`ME@q(H$Y?2F^m73Gr{hxoBRl{bHhhd# zisCJ8JU@g_4}jxW_;(g?BQSCx4$SZ4J8re=AvkIpLW=X^5k&Q(4$yXrbd}YH zV#FSNq-r%55i|}-s$gAx!48gks11PCWlCkXVWp`(xP0Eyt~d|%a3~8-Ik06Gguk3s zi~>W;fec&$DrI1xNQmr57%gsB|2pwqs9347SEMdhZxSmCH$7W-DbVdV#i8*%2%qTJ zrPwM5Mf3Fh<&l`x(m7~0=9ox>W*|0);n|M`!1@^Kv3ywsx1cY#=0ycAmmg^}c${bi zDzjP$Nj=5Lf&3I09u4=amJdUs#^`k~o~dxDv#4I|rd&nr`&oRr`%uw&G`BrCfmVWH zfZ{oR6Q}bj)F0k#kR43nBx0*t%TB;?Iyyn|A_$(K@IW}gDF+@>&dRB7D%l5`BfEZC zRTn^^t8h->(@Vppq2so%t{1{jQ^ms;bOxF`>j0w zBTRKUpr-8+#Knrtd#Ti|SD(e&aWOxw;{Y`+NsOwlCMJ$n3Hv}Ogg2%b8ymY#HST#< zikR3&p5h{DlXmHM-p{lfWr{!~>LK!eL& zo(~Hp><<-R+B-7a)$2;AWC@4p^#P7N>BCRW z=}xtqhjaL+$-HP^J#idofeo-(c8YaSI+qSTLY{+2HJtrd&|xRr9^@s%!^?rS`>TR9 z15jKLD$w0@1+_YOfzd4I%$1i7K}#WFIZF5oZjvX+&CM->xw2NQ{Ia_qed+3C0}j=$ z$4r>dr30>_YmPSzaiC#0erryR(q;=}$tRQS@F<3O|G99N}JHmvc)t2Y*Z zOOvd8Uv!a6mnDnP=6s;(OqWU8EZ9o?)B^?!2suz{JiM37%8R+*$2Z}*jy^mrAt#JPoet%j(aK?B zIY2%IY&!0TJZ1D8tD%iJi9)L{Dj^3rDByzL5Z{?`7Q}jZ#}ql1ICB{5;*Y?+4A3@%O5i5EeQhLJoZ`m+B+{!OgltG61N^*MkmLx4o8n9Qyh z&w)8UQQ~z$ur@GdrNXDCKd29kBRGns@R=$&z&hKhy8;^Y>!5S50C~NVmb)8%5S_|VBQ9=%Au(Dm{@OCCE-5`?` zm}=-s@=xZPyNYTZce+hQsg@VYrwbNF#v9r_jacunk*^@P2)uHja7(*xp(7Q(cnS8S zyLBb^{WEZg>eaBtz}Sz(%3;YRz#qoE3j_9DfpdS(!HK{t2TBY^IJU9p?+62J3>{=c{-z3|5#|C= zcJ3ZbZWWCKW$+=G^i~=yxNb2mo(xF6Y!2xtQr8STv;8xKzq#_X#p?n^{QJjdfVIpx zlH^!;9yIZ<(O{zq2!980>DF5HmCnDduv5AwW`%4uh#6 zR22is((2TIk&_1ZHuAhX>}avRo?sX_lP3C8za z1%Dhmxt%yw#n0{XWrZo!xt*namO&QRHE^SzXA)=TFis9Eu#P^^qXxeEi$c&a1KT_n zC?8Cfzl!?KZlXANr&Xil0km!E845{?Rx-aJAf{?L{XGEC6-d>1>+u}{i*H^zaPaJW zC5TAGFu>`r*~<5c#efKQvd&i_eA(j&T?-7C3^iLsTjRWe&;VY!kbi3Zf@?eo{dScM zeZ{FK%wMl4tx5MTrcw|Zr7an;gcZf7H!nO~0$(%i*=5@(Flf}m2=OBM?2r={>^z_p0nL_7c?ACi0BJOhDB!RwwQ{Cn3p6jl zJBx|0^=sz!L}*Vh$$lXUD#)E6qUz|xO#mW~JjUM{2fuv%KK%#$p20e7%|=O*j&Bt* z!yjdb)Nmm8)(vhVdyE{o+%TsArdDMHDS_&ZX7jO$a3NiAX$~2{^Gfm+J8ast>3uj4 zJE}nBhOW_Sy&zh6gCp+Ft+>{(0qFEU06?re9*|1E~ zTol5f#@|Qzw_K?&I~D(;z6lPaUU-I4?TQBo8ob{ijQWwZv9stEY0XXPAcu3(NXUy2 z-hIMx=vt98leZ9$a9r}?=7A9-GBSD7rt~B2%{|Ehw8t(Jaq9wD($jaE3O5#m8dIJq zed$V8T7!pF@SWKKo5|dKwWZY{RIy5u@Ur2 zLR*fa_ma?t!7_Jew`eOV2V$rYxRx~+FPBkm?sk>B(hUt6--xLgM=1}A76Wsq3!EB% z389#oR;vOzknAr0t56ub{0X5dy)lwr?ett?j(96$_2bO@$DwYB+em7moRYU69Ey#7 zE^rPWN@SU47e&%%ROcaaCseSQ>B`gkml8sJPoE)*Hv4z$k*gfhoP2WN+QQQi?v-hx z2CRr3$t`w}oXH)ztv_{fa=?|?xszgItx~j*JD^}CnC~wbys6Tt|Z%X-S zJ{%Dpa}~?p`W7mK55!bH#6**ekw(WSs4NF&19pN!^wk-YCr=J4-i^wk*iS5sdZQIh1cn%@{$98yk6$gstzZk^)cLX$Q6*0KgB(`8ndu=E??58?oOGr+^p8-HG!_c zfyZa1W@|5vd;Ca;OPEpt-!wIWY3>+G)%Y!W%S(`tjU}k5T*z;BD{WNTA&HEy$;rv% z6OxlR8Byo(VIT4tmMD;p`@Qje=Fhz3WN-Uwl+(;IA(+VnT1<1Rek3Pv=AMqt21F2( z$@Lzc1%bkcPI7<59ATN9pDF7mB6E27$bgFx1JIh0jaT)3rF^7XTzHdrbcUVUI% zOrR%ysFz;9sS5|dC>c?-8<0U_15GjAV@oQ#5<5LkrwI$gX@Wfq3yTH=FledxmwJyW{8J#y!>*x0l?W36SfE@? z-K7?0W@Zy)OOQ2Po|Px$cCm1LhEhsr@l{)Flrf(ih+7|I1x%=qMY}rMjWXnJ^vh`p zE7Ww3ZHi|EIu<$C_xfkI5DUj5LjUip>r^4{M%OqJtnn@&A?Xm~=n z^&DR%ZwYE!igVk3W!>B*?pAkiS=n)>Fe;WLT#VbEkPkiVNK0t}mp;HL2ed%nDa-G{ zgtNkGUw%lKEAw^Hv05sS5-gGbEqN{U$&&|+!hQ0%ptHNQAU{8UC85mGZ=xpch}Z8g zXewlp_Y5jm-0g0{0_+Hv@wEL_M5q!2=_k>}g_ZI7G91E)2w;uTspg})q~NO1Jg%b~ z-Kee3m$({;d=e7`WnD>$l{b;6G0hH{6$R%;@*790j88#)Cl*hGp$UO*H50povezjUGw)bQ-KZZBGr z7wvjug%H)++Vv6TzeG?VFi8#Ai9hlkn{dT|FZUh30~2Y-QG8H}NXg+_$jLGzrS4bS zA|dOC*xkn$-9zv0l*PZ2rfid(?nVto^2?9p(slz1HW)s!8j5(Jh%`EqvV0xT>)C7#W(KiwL`vgR7;Qo_wU|P^EvY`%qH|gH zJe``FIt*c^wt37K(wR@`87`TGx|N!GsWF}3`@68HcmdyY0w?nvfJ8II7&66)FC#)- zhsFw?5MhfdJQ6WO{4(2MDPj$1KrB79;fP(o-{68+tu~$!C32qEBqq9@zQwi1Lhd9Jh3yQ6 zGZ)-C8~NK1c;6wk?@`RK{)QZYMLqy5d66!Dm9o6_fsu}SLq|$WOh-nx@)0_JqV8(7 z)vO(aOg0_@Poesx0k4|lcVeNAT+)~P{$2w#7!4W=D1UtCfnwbJ92kWhBLCC#xc2;% zlrZ4Wb<7(i-8;S}W!~+9yHG9UA?IL@?w$8DYH*8fZm46|VbAsuoMj0qHf%-KjC;|9 zT#Lwp<)jK$d6%L9=zD`Ms5O`j>&8V)_}28LKAOLNm;5W(LXby(?&`M%!`Qoi9>;P7 zo9=cM*-XAuGI3<#d7$WnazKtvJBBm{R`T~^+p8xoSKzP60SKqr)Md=E*JKMb_#zqV@^PPOv|s$`WP$1+V|nun~@{xYEWzT;XWt^FfqhZEa*nfV77fu#$a{aPW#i2)Fac#u})aJo=VJ9r~vMh4I8vW=>tF9 zaVG-$Yj=yjj~UeON$?^N8d599Ub#La2@&|8dEJkVn=oM~zSYzC9gbL``j_MYeAR+g zh%8fN*h+1N7zd9&P|};wH19k@r}TuK|2?t`HgFPdP>M+p>z=1cMMXB^<)P?<_OGy4 zsjj0OO7>M*#seIbcs6^id(x_#>*Ng~=eqz8L((c#9w6 zZ(YbrjQvYfthOuUrKn6{#`h4Y?p+9nhK`#@)?EebVZnn3ND7&GOD6-Y`|fYa0hosm z6-Eh5YwpzSOT^Qvfn#MV`v7l&Mz~9a%2f|>3k_Y16g!tkHD9z~ZX0@EP9)rj$k5o` z831%O6J_yg9&2^OCkJxR!Y0I9*Y*gvp%P`#;`plExGappT1F0B8B72Fvbis^K+H|- z=_G3q!^I1z6MI8z@ur?4*{_RS)8`MMc4{!cN0^dV&D;bs#K?e_1MapgZqw}0P<+tT zkQrA`ieCFvD)7$#T}OX~`b)P?SYDqQyT9-?2~_k_~bz9m{ocJ7@Wato#o-Bxrf8FOd3v+?b(g> z5Q&ksH6WN*QKujy2l7N2z0XA%u-)X?`);GoMdF>94beC`zArHW<~zR?h;FBTLcycU zo3wOCYPq4?#?!}5kZ$>pIeP3ijWcAMeiM>ZM#}-9@kDm>RX1#0ZCu>IOT-I%n||$= zbugl~+5&vA1`-tvDdRkUw$y)o0BA_qBL~TThhMrFhMKv;qwomYfcgI+2jD{XINUKY z+7bkr^QD1wMSGawVx^1zc5g5pq1AjHaTk_{i2?+lT-*wD8MN%fhvzJz+78Y7KlaW$ zAZp}`;{(z`!7hrugS}w;*+8YKr=E!2QxCg>T@OJ;v5Or&Y}m_TJM0ZBC~)?UiU^3( zdx!ZYTeG{VyUFgN`TT+I?rbv2CNDE@-upgEkz8h+IwcpMMr8*|BhV1c_MfwfYH`A{ zw6c*m5Ce|QY?Cu8Jlg5Jt1l7(5g(l7*%gQ9kfLrzXgpW^C>e%6M1XIMT<7Qp)Nkr}dnZwk%^j1tDX{VOxZh^*UxXt%na z!xug#H~~bu+T_BM6y~0l>g51VY&d^HZW7z7V?;cHe>>Tg5||BZ<L55a` zHthtj?nXmcRPcyksbj3n!etrqymiDcNP{KCRq%VrgmXomLq=H^c)O_Z7=K)LAOM-r z9%M8z$P}(0>6n_xKN_R=UWTddaITI8$iyc;8V;#Ilx)6|Kw+0t@M^xOuGusMzp|VP z`UCWID@#5}v~)feLYR;g`@yBN1M$k6(uBx5JZabg8?a^Q4Kk%1gp^DEG7%jEmQ5oZ zoBew&aqYZS5KcQ$^72d!{QOD42|V{(6?`SiqRrK(hlp~3q!8BWyEDzRbNgC-4%gcN z;X*W9FG(Cf+RU0_BwMr|0INzv2e*{G^XR0o>2YGA-qYEh^Utu2h(w#4V>HwJVo?trCst5At@84t^*CBcuU7wBo>2Mi7 z6-OK<2nPtJLmcd=L_g0Wvxx!Yr#8X9cSLltL7AMJhB6{w1#W^j?I@p2k*G3G=NS37 zPbxYI+xd}hC~GkzUs9kjRl{!LU4rzyw_dV_t#J8Lp~vTubluR{S*C|nditCYj~9^U zsG^wb)s9X$TUEslbfnv(1ZR3`ajJ1y_zY_#PNSx>1BpkbR6|1%8xb|g5ah{aT$5dC z=>R`6_Zfxukw1CuTUJvXh}`h^OO1Mp{_mblV>6<{V-J=gcS(H@=^IOgvk=Qr+%=7} zo7YP#i-!QP^nYU~Hx<8*i~lxBaPCYRJ>QNUTIo)e*@&npWSe?@$m4xquWS!M3!GfT zn^Wt_oKnMMG{Vm4l70*x@T>)ZUhSLY3&OZeM5Z$OCbesK3607N6@mP8hBK5?)=-f+ zUmVS|4O>;%V(RMWa2~#{rwaOn6m!Iqdy=`S@}gz*$yq*b`~XbvsO&&-<`kVu6s}8Wzc?-L26uo z#3tbnwmy4fl3|B1Pa`6sU~TxZvJ7WXHHU^z;fDMh3Ht-*p1zrzi*>4`j<=}CVh8Dy zVzVA^3S~&>HKr!~z=GF}@uhfSn9}m=hUDdB3kEV1yjPi5&wgNfM?Ei?ZvbqfSCQ!? zUq3&x^(;Ak^qI8cra+*gKGd}y?lq?k?8ejA{RA0?9fWQ1VA zvFYe4y`|LsWJ2-IFyx_=6-1f`QT%?wBs3N8@bHUtvfLh?p>D$g*(VfL_bf+`+^a$y z?(Hj`XA{T{!HvpS=G7;3V4;-#P&Jj1A<231n9fn3u6swp$Tt2&mva0h2s8Z^*KSDD zl88vcQ-f%60loT4%s#>8o^60D^AME>kEy+$HHS zavc3 zfeLJ;@}zBVSRL#Z=#*{juS(${u8EtdkPT2LU8SM*MIZYlU1NAAO|yPtn;YB7#I?#A?sWFf1&FVZ_~=beH&-R(45k94~rO z9IX-qFcj1g8DY;23%83cr#m$5Qxef!Zy@eX-Y1T%MuXJ4m=|M);ufMmAklWG4k0@t znf!j?c1}RTZ77XK8KDv;Ku{*Lg^UByqe;BL!p=2iTCo4<_31NnZ)dU+^O&{4@?ump zJ5a_Xa%~Bl-;^SkQ|7$rUc1PE@1J83RmHe|ANHr$Z$gT6nQ!Gn8`q6QjSGb0p+hPu zK=~|Q(W}e8ru6=BUkQKC<8F0Ii9Q%54Bwvh?;=`owb9c4A+vl~JXp_dTcT|~w@?(8 zAqh_aMiy9(?(lD?y+!h1G3rMDAT~zsRQaMT8|4qX&rCsGz+awknJvwOZuHPl9JVUb ziQHd;7z*W*yl-&8pUSX<4`$)yt#@R(`xq!9jlkmuWzx5o9BzlVqc7D`wH^=1ahv;&3%IGEz$ZNlPsOX zAB6lOTJ?xCU^Q4%<9|AuLd1}UbqYSkDtBZ1Zho;rGC9tfg!gNmEq@C*7z-=fz731{ z=aL;xrnIL{F+M}B7%Q;`G?AK$3N#i-5^mgDtJj&R$FFqEO4mEn`1V4hF%vP@ zKbEK<%Z;^30+MDnYG)%$y6IqeA;2ihFz07%vXEp)L|3DIm6{0k!d$GqjY@(?lsb z#H%S-fqsT^Yg~(=e|Ax;d=It_}#d=m2g0~m5GADzm=g3J0JaTC=wx)TYcFz3 zY1E6E>theT1(a!8@g&*LAdR2j;D*XbSchSkLUUP|^b1NKLBHZiurwgmj;A7`v!(m& z5UUHj0)H(&?>naDN}%av(0+E(=)MPoZBMA8;?VIRa27>;fJpNSjUDAbJ5I==%Yora zY7>2C3O|(}-3|o9!YLj#&dgv!CqXbl#w8*cnOgQa=)kImLKh)NTg+%=lmLeAcnRxGocH}_ZE6RTar;a~3# zjv}W5d`5-$Id~R=@nkt3WRcshv5?t8U}xXB^SHUGbJ$AlU(#k{3Tmwq-O*H;A0%>_Jm(TeAaduXs3OaF@7 zw(OOuNkb~>8aGqnpamd$2j4k`_U8cDZmra#5h%g$7g;C>8if%wde`ML^fYrctItD= zS;qT&SQCsMA>zzor^G4ee-mJK2nZ>D*vIg=78-A;-(tQl6R}$)8#nE_hW+GoBYj$A6}vj+-cuv3W^`%0xJNm*@o*0%Ik2J4$temHoEXXrjEqhBA-h`P?r1ub@%B`=tFB_x=MaW0|L?xQ=cJTz!QI?&G!1#9 zgK;=}!)}pxTboP_9kN$9;E@G{Q!uMX15dc2o=0$(@gFl{g3!*xE%0whm%elno{)*B z3&ph9(tk*NG*aHuPvvEhNbWcwy>AdQWd{8=V!phnpgR@Xv42^CYmH3yy@J`7619Md zNG|at@$h1Nom5d>Ul%K&mO`J(oTZV{Y8xD#s3h^>NGgbF=S;Tsk%+q8$S~SR=!z&_ zcdw;Y`_U+~S21vVRh+v)Q3&YlJ|nZ_%tm&Sh3D8RVm)3gO+Q|#yfJXFIn9GX8m>?y z8kqxOx%%tvRu%UN+kJG8CNaU>gVZB zH)fCodNd1MX|Fj&jVtWy(9lk7=An z3)^P9Lz|1^iST;sh-jlPZ`y@rR(;9GKhWUK)lNtD(|iQ}CRq)!5WJnQ8Zv5x^%$<- zqXg%^;Nl{mUNbBvB#Ip_8vgqag_TvW_G7iENevWI?>qzY2P%tSxYd+e$8>9r zN)rx5>X(3eGcD^tus^@Txs6Rs4jVCRi^v0$75KTkpUvi%wUi~gsb!8KMj_Slc*@G6 z5CQ6SQkexZ0zQkD_GUIEMH63|omJHD0pPS+VTyS5u>{~MVz*|HaZFg_+exyIpr$VC;(h47=03y5{P z7?!La$Wde;4&#gKe1Vw9>C=c4W5Y2-|Is#Q{Y{BldbXd?QXZ}Sio4+)YX`Wvgx?G} z+;aI3Ew}9G%-CWjb77LPjZj{>CBcc|wJdT%DaW+o8{Oi%eh3x{4tg(-=ipX^B-uqX z;Q3a8-K0jO1pvW`oH5P0$CGfj#k_Yf-?s^FaILCfyu1+pD%p;1v3{fOuG* zybtY}Y*52GLUtLmJ|NhB@*lIfo(rtC2K=x03&OHJ#%`wPt>4EW=Lq0Um}ntuvBJ+0 zRSv-Sj%k4AIj$6y;5|Xce!BbAkMnAAQ7s8%#KzSTod9xT+G2sH=zyLXA=^$q5vj-A z4Ho4s`F zAU+qB>i_7qqTL9k#uVnbJIY^58bZiR19#9oGXP9EGm>~aAq_BV(>RSO+Q*kj;?A*; za`5q#CgNoBi={+T!TGl;dcMMG#>_X~8Nd5zGb}Q1&*N3#B~#)^ljHA7dpG&Ah%_AM z{M!LlptPUEJ67qkTUt`Fl2J;Tzic<~%M)aj)EcpP1J?&lK?QWS7 zb;dt<+_UM$$7SS-@V};MEF#VN7K-YvP923Fd$qJ=Q7z&h>A(h0k`6F%Wrd#B!->pKXY98EHbIvJj3>_bQla6(qm$sy$lX zcavu&EGLb02EmCMXe6kH1P~W{mR&fZ*jQQB5|GQt(kUIDTGnV?HWPL8+mrDP^|DUE zguYN%Lh+F>{uMC(fZFw}X!*{@}DH4khCk&mmKpQ^9 z=m6X5abmj1qKID)5LHS<){V1Uv^fxR68~%ud_Utu7_&T<`CVP9;uq@#C%wqn;yo6F zJuEz&Cf*J=_z+1)n+Y&MWs6lzOAI`SzS-4|?h6PLg}P`lrI(R0Z;L8hTIZr=op^4t zk4sFUH==rnQWclLwH0wZnGRdSl4%^`OC@SR%(b_)Purp;F^<&4KYP0XKj%3T`Vg`$ekld4kp7aVT*S!AN3nwd4@ zAwxEf)$VF}Uqq(-ajI}xrtvUP-cw(7KWiut>UM7h>cpZjXLsI~WfWB^GoPbM+*@SY z@yNZ?`bf~$ky9nLdtE{;*5_Nx3Ib+ysl2!XY4??+>|Epk>1P1^u)7MAkPv4UMWrjB2yZsYdH28$?G{E%a*pg(qfp`WC#{8&wK1((4VVP zCZfg%V_uhv0ZDa1V3?KIEY(xYJ(rB~PdeWBV4F$s7QV~CNHD)LH!_wK6JwCIlfy7n zFkxzRM$C{wD9!8s$PTBIH3K@7IjTI|r$ruW*|*#xOCuw!ojg4X*s`Fw)&bvuT(Ng1K^NJv3&>yo@~K`YDb)M#Agk6M=s;yYoE z1EcWtv~*Q0WE;-Xo2IdL`4(C8$AwKswCmEW9aq_1h{o?ancre{QkXS>zKh1jKk6$w zX=9shxI?Vi24M^qp4@?*Iq;TsBv*$`WJeR`8aKDTHIXe=Y<!c@@x~;w6yg+O%y5L@S}fY$)al<`C%y*Q@k=q&D{4qJ>O&K z3oI>y#nTLp+E!^x-jm^BGjDyyBsl&KWPO&LghT!lUC|M1xKPG3_dydN@bL|m9>12= zDR)F67f4Dsgvel;?A&dbzuei6h+4gQ9mQQ|^l83Z5^OUn_eF3?A$(Jwy{IMA+A z6Wc?Z%Z)?%7LhD5IMUOJR&;iyHvJ~gEWa?P6ISI4fgvY|##dO7$vwVCg}0u?#m$&1 zjs0uJFrEx553?bMDr-504nu3it+}<_x|>>2o8qPN&eCoz3u1rBY0o0K9U|rvClP55 z@=2KCIV2JS?xX^(GzMHw7nlu$MRQgV$eWCaUJTjmLlDn9q{D#!2KX z%A@d5%BS?g#x!oVx=QN8ECs+fF2M15KzO&-T+RkyHAm?Q+nESr$~r^O`(supa#ACT zG-l8V!lNvDUwk6623Q|pbjJZabgUyo@=yq1kl&AdlD2t&bYNoJg|uwMptn(tU3E)1 zCdZtj5qpj=3z;tZq{n3-NrCBAvGT{qBxVMFm3$okIa|}%z?ucKIr2vf;10JOEp;A7 zNU*PDURthBKAti^u$DnXm0I|UcvOD^!7K{Ifb+w7YG{)%9)Y(8^^&zH1M4=kEeHVt zi*6SX&Ht(niZ0h}U;ElSxg8QXCGaJL^dF0#Lhg0>@tGh!f+iq}&0F+g>(nb&fm&88+_t447(2daj@KQM}Oz5lKud191g| zXeDEh?A(PcYe^9(g6@J(hFb&1#SMUx>!cgu>^-o18-FESb{pu3HOQaRq6wR^1N>W~ zDMQT)KXi)2&c+uQ#3ettLWLMjeO2~53<{{@i@2AZa?BUi&S`_cK{y;VJL;}4S9JFP z$XbPniICPo$BOnKL1*1eF02WvhC87MSkzIJ&N97>*xry!8|5wrdHAGWd)YQd*9ktF z6~CY=s5|>0J}<24^pP4!)c=xb8bHft%8QIf&)xXV`>sGS8}VdD#WpPI@FL;Ta%!Y4 zr#A#8;kBXYdpPC<@J`ziV7A-d?ne-Eqf))~KUS#^udWYro-zh3j8>=38gRhi<$cnm zRVl`Ja~zs6cL;AGN1dE327bzLxPvLewE-{~8t|nAYKdH-;Xau|E;KZ!*fZ!3(0K(~ zdajmf3!`4cA-Cx0Zsnb#5#Rm0H4QGAy@1ory<0E1F5BJ*lvas4?V~EYWo7`&w^mN5fH~- zOqfL#Y;IClsbB_0^dVk$>ejIvbU0b_2Z(fWeP+)8TJ^n*Me+Ct$HSA$aA@#Bk8|WK z)UKqjYLFz=M16^+_sigrGBusk+hu*;f0}h^8gspi>c_940DgbZc_8 z9Q$`}R3GY2qsx7ZT_uvu8L;o%2?TWH_HmU{T2X27c>4+cG1ad*HuNN|#CLwdLu611 zi7?cb_e(Z(O5Y;xbh(Geos8C$T2?q}v2T6>CpTG2$gEDk9yCB{ti8_L^Ue3U-KS-w z1V}WWZxOX6iMSk=Ztm6Y*2YQ`E$H!Q*>GB7WE?2+WN|slFP(;5V(hYZZZryxg`!Gx zC12`zip}R;c1~$B#QYohe%82{cDc#ey>H1U$~yYuP2YuqL1S7{>a2x5(+8}2_%8`R zV~D^LaRdRSa2Lke>=nm9t|K3mHM>vWiMe5Z2Bg1<#ib0BJ9uE=oY08oe{$#R8!ixy zu+${uJHS>uNH}unkByJ#{jzi%kzA4Nq)hO!on8#b$?IlI5q)2%XgxcQ8FNH(P|lS1 z*!vXycfr=c2*#x9MddT_m&)_~O}t8;CBB58r5}_HY_aTbme>q!fE8P@$e-G;KFgZK z-42hF*$^nNs``+|XA8tp$~YP6(h8rP@5DWh!1)M|W7(4c_-Q}}etAfFK^ceCFpbS!$8 zE8*lkiqG7=>%Xg6A+^!&3L2rxj}GPXNPNwHupPPKzfv))voo*kIPOhf$bM+kDS2<4 zs#WNWbSEAj=HbCAnvw__L>rgJ&8?N}5ykR6iBM7vA9#N|jOz58v#fuGFMF(SM2rjtebez7Hr!e1%w zpj4({A;f8gBRU=++M!Y0LjmTUL}Zqq`+|tvE{i4UR}7kETqaj{@bU1#F?f(=T28}* zhVCfcLut+@(zp3UP}#1=T54@#%uAKQ>)W!@_8dkm7#4vL2c`eeH5GQnputl530fjc z@c+i8=dGCKcIZ=gpJ6|jN_K>VR;C{C??O>ln~nbJs^Tsy4;`T>p{>Nxkyb2~f_p$E2$Y@9 zc=yEa_T_N`*50brbzU2osXu`wT$5`cThu0AzuFW?6pJ=kNz(;AyFQ#gse_SlppoXQ z8CF-AAQ*Cv4}<;=Vj;6rA+?-u8FGOq>{t&ZP6c1U*b}ii7dNKGob| zmG`S%Vl3uIZY$y{;;>x~%(+M9FEO!kD~da?UqdhgmCTIHF}KxUT&UO@;ti~fy>+ui zDroP3wI3&BXqh-&Q`@AnMB*OiD~(4~^}Q7z-8Jmb0JDnukis14>e6l)Y2jRKKbCs1^+=%$ zO?l+2vz(2_anIsSblVr$_3u0sI2#bb+lN4tO3(J{cP(hZ%Qb1+E zJZ^p^&2~WJjr5DhLn4^3V0nC*Jm^F>0Px#yu=Oe?f!e~~Io)P@~z_iH?*DloGx!U%& zo0u67x&&v|`@%@zfkyAt!*Y8;o3ZJJns^gsAZK!sid79E)rS6a6R89KTgj$si8 zcYV&xb=^6SpzE#6`N;vApSzaZs*41fw`~vJsKf+6zFrnc6OOh?b}-X#eVc2eCCx`P zc3o1YBTGbfT>@+SaYQ&WRVYu48udm^>Z6^`t=m8z(}~vumrMkM(Sp5YQr?P7t%b&7o(4>h-S#OI=%?!94)@k(REWO=R zNQRPg!3kWqVXbsyN5#IN{l|s6iI)!_Ej5Uz_exray8%CshvxKu%026G+-*vJla35M zM9OFPx}Pof`HWRnjG;!-S@A2U-AP@C>9o}3GNp)7?k$b{&ZEw$rLAV!64oVcCPkJ=Q51iEEq?5?(a;l-Nx&&!tRkM2p~bwZ4))8^SNmq)4~LWI|sA@|9~c}MX+`V+f8 zMQT2mdnLaE4t>>cvl!RLcsdMh(ZPm4IZHyl}CH5pHU-(r&l50!|@&|(Kf;3BHqyp=u zKjqojIdaglbYUxD(^e(@aUO?;?=nC{<^=Vjzg zfsH!{`rhT%TCRmKry%Us6%I&09`H6#xK>WSlqYj28^Hc-Sg6^T2yF(M*HH&`!_wbg z_0M`aaQ9T3rcnJw5MKcUrNaM%%7E$ZbAz%E{E+ZOy-W&5aDBo&|f}f@V%Z)eo>nG03u195p58|scm+nwczu^c`nmx>OxmL|)P&DzA^En02$TY^f zcQhro`mLGnVNB1DY_6Zo-aS2JZh||WQ8h>!Udm(;HS>Wi1noCWNh(W}`uQ;>N=w63bFnCC9bQ0FNJiPkJQG&n!g@VNvBkI2(M{xO5e&l?S2W}L%ax4 z{J#R}b$Y0f3-#ZV-f~b)$=kh)F8P^HEwXAn0Bx1#wUScO1ypH{oDObGfQH;N7?vt{ zpS$@h+)l5Oj0@A*dWXyLE>}(YfSPlA3%A*^YPWilr}-C2%9THxSQPBFpN;a|fCU0q zm)ill-L6tDaf}#wme%hxj`XX_G!zwyas6gLvB4{W9CZR1$Cu~YasvWy&cEvE>I^!6wEejVmefz=pQ4vr>>u-Aovqm40_%7 zgfI5s=s_5NwL3IuAa0VYxP{Ln(iPi1JY(Bqx*oUWef%W!WjdicIdnr$*|p2cohy`u zo;0^1+k$@iTGc)hmuz4KHv?d=0#dPvqv?a}?Y2d?7%6!To5?ep{nODY&)Gx$eg6<6 zAt8nsN$j<2(AmFUSU324ePZUYTgMm#XHw5Jf=zjghnQaZQWd4fCjw45?uwa6^05-v zXmv%##vYs%6?NT-UkBYo{>IQGJl_of7R3HKsL@nqG3al?dczRzVUWGamkKy3y+`lX&ba)gx#7@Jkyo2Gk z9tB;NzGX_2F}}niGL*-%F?bXgVCqZG`yZkL{|4;&SWm|TuIpMkxBUsmtUJfS?C4z&h2q_m(|fmVhJGU&t~ zIO`woNOFs*#b9ikOJx{E5;ICWxkseQM4vrG% zgD7YGQ2>w_@3`3MN++m`tzfm|#k;7!FdPH~(jb?s}%{)jm(-CY`G!C>Y^gO(EJOk7lgdJ)9q>WvO-cMB(4q( z9Xa^1v_2fVqlAeT8Yw%Sp%r9L<&A(17Z*w7XtAJ93xoNbxV2rS(7-?!x!-$fM03=O zkj@wKd`!7)JO+yNeA>wT@l2?}7H^y$?(X5#5%;TCSIoe6g|ar1H`GY^as2CJ+^ydt zTQO{5ei5_?sIYwKKPP>@WG2!dZj(70jhn!#0+wnxzU#U?XtmsSK`pl%q#$kJ1o63S zCmxt^xHy3}65h7#ggQTYmFxc9_LTd$H;dtJhfL4oP{O@FhGrJiTHAK=cGzK6zCAru z#Qn3+8c0lO=!w0(advfVCX%ilaS55W2IBPHAD>>_EexIHYijCFKyY=`cQBqu{?f83 zEy5t8i77rN0oalfKvcgGy1Tt)EU>_H$ojFulwBPI6;nBOco)oOS8?GEywV>GgZbxk z>?CO3)7=OWZ^hu;-J3IhjN4WsRqpf% z{yFtP4{j|M2Y^sMt{H`*z%rNZhJo?&{*_A4%F2qm4Xvri8Kf-;rq|~SxxIysqza@8 zxjd{SjXF?DeL8>Cv6TQq?+gVGE%N+f%=R?>PGaf6cPIJ|T@m?*2Ze+bcb}cS-H2gv z$}Os*%8QufS48<7);}~b zu;F9H1y4XgfWb-Du8mM*4XqLl3fAN_o>`_Fo3GIzIegRo2N@~u=|P-`zw+iw^G*Fn z!|BH82)eJZ$0e0G7B5iu{yZ~Rka8#7huQa{;Fz1fPrHe6#LMaZFKD2LR7Yy=80Q7m ze-klh7W)`Ostc|vY6jKL6KbsahlNSVq(dKizmaPn+Y+b3(UexHhA-NL)K}hl@idA- z1LcxqfnGjkKx0=thNVeze?Dib2fK2+-s^k^GNyAlb{EaQ>&6Dvj|^{)Ov*?Xa=P>)y)k4HgSH%jf8}xZSwnJ;5$F&s!_>$ z{IXx}l><`lsOf*BET117cfP%L@yc3E-0~YgaMkRUB(rXBZ!KuQyN7+c^0vA&XeTcH zNp$(EIxc{c=%6~=O5gY}8g&q$@i5ZJEo~j|?HMNIFswe?zV=8c=u)`teqZHy2qJ6{ z_A78;tV`3-DC{edMEEMVq9?FT&Wd=r5d)!jtQ&v+YU;l9NDWhzqL@}hk8{c8Vxob5dKn%lv$!!`BnJ;z&G0tpZd_-M9Y+N#L$?g2Fc-8fxH$j=LIn@z`%-3=fN5t z8Dao{mynK45aJ|5QWdAG;tP;^VsL+HDdbmg+^5SVS1E-~0{<2Oe^PXSSSKcEp{+`qcdkT6*bo}N1 z0fJ}rf&@1X?GE2`5lmfH0~Fxz<>le(WS14#ZINxs=C9^U9T+gT&}H@w3o#0-uuSF(dL;ZM8tX#$QY_ zYFgYyT4sO%sE{m)je_#R@{$WA`U}#m#DMM`IP62m&3;0(*JhdTjMxAK!~Y}iB46CD zFai!xB-56cidE=!u*2?bt!feFQ&eDU1O?=S_oCy~UQ^RA3>eat1t$P;<||Eal?5>R z%xM4sjHH|A=hDNn6B(J*wn9fzL`*NO$fn*cyLGTz7dSL{EUPCxn9 zyh{-g^0NS{-eRdd^~hRn;QWDi6j`62J|-u@NR6LlpX2Hu!vR2nsb00?q<%e}t-jg&_? z%{!6#vDlJY1mPqQ4t(1u2B`8^TP_R!WB;gVwQXx<6%Su&`D?X*Ii~%Ck_@QY3%c*{ zbFB+z6;xoG*aP`yYX?1L_f~`P7~R$P?`Wp~tV)*w6&}ZA^v{0@{>yiOzbo`3p$4bL zNYV%xjR*x$_uaB1zu{S5(r9Y(7@Cn1Sx{bn46#!J6k*0+2*g?V{cT>BMn-3`tQdB) zkLY7(aeY&%CxFu;k7@ACSAeJ*cNu66TnEt-#Ku2$XQ*VL-~j+3d+J*rh1@wLx5o+@ z-zF)7CR3!4^fL)de@H^fpa6nOCY`O)rxImQ-Y*DK9^pzT-0P#`~uEkx19jctfx(0cPPFu-kZ}J4g>*>#j^^<0*)DR|dsC0;W}{okUumkE!VYR<2xEkyx%sS8b7=k=gxe;xzkd4<$wGzszF+2{3cg_R^Iwz$u325Iw{)_>NL9mceLP6$*cEGmT@fG~W}cl<15bX(<8#$s?}jOVn(lW{BEtlmcO6 ziFt2dUte=*+QBUJ)Iep7Lc(Ep%TRvH9IClPO_PHP9u*Hu6ygx!f-x+oxfy<5Y!41geL8}>&i$4`Y)uR zufk84s|7FsLAYU3N)C)5VsxwnSM$(`I!MKbCoOY>3s68gdUd9lcQ@>Us3eryRY!M$ z3q-&1YXNZ20@9b56Ngp#ZyW$KK~|kMrVL;z*Z%R73zktsaHgyCc_~ zZ+E2G0k~fHCmd$)-9u*X|LX^ojsSVR>f{qVJF*smz10r^R~ygBJ7O#UdW0APY>*`g zfa2L}?~X>$=WtwxC4-HOYE9RcmV+cTASK5uYm;-X`_IJ1ZyuO4kQ%or5yLnYK>6YD ztsH7SH=VM`plS^We>foD$+^pgC8Wq}$gF63@Pm z6#Z|CV6bI6QnRR*F+OFL}JfvBJY2fFO*(~;$VJ7#soR10~xjm}YJ z6=)(9EhMMib1eBPPF&*|$%_KTn`<(kb6DPQ_vJyh3W@VB8;pI`L6=lf9Sk-B8aiupU(qTB;mH!g5xJ3i`4g8>5oq&$51pbDS2%vjij4?(uQpm~TPOSBD7NiQoE`V7m^+tjLDx&#y;n4&m3EJ7F&=l#}?LX7Z$ALn#yy%Grl@Q2-#C0IlN zgEx}+sZk*d=BW~1Dq3A~G(%cWFPyU&~O>EO^J%%-fyfC&K5 z1n)FD%u6l2z*7dZhDwy{F#;tB?Ux3lhf=yBbq;qpQGl0(1o&6(E`jR0B!rd|a0*m+ z5Yn*%{H0}8c_pBNMMXu6!+yMkgqM0;lsPp30E+k%j(MD(yHKvV5ldod7y&21gdXPA z9lpX+)t+vq0{|EYt(&kGvah1M5x32?Z~%aG12`+?tR;Fy4GCk79s?~Rpb#@k^u*sL zp#}`#fW9A4qEB3{Uul*Z!0D->LRtXAy25_U^ccWp?_mA5G)N3XXlay~Fe4Qn09d)* zQ#J-eQ&Hj*G$0uJU%UtNn3e0JHCO=(Vi`4|0eui+pBBjgp>NjzPc)k%4KNE)$fZRP zKt8NqbIB?gR5~UwZB}k85OZ)W?$RySfqW5Oxm`T_580O*fn+$5t@BTCqk}ZYfET%T zDFH!1RSWDvc32(k5=&krl_@Efxzb+vXmMlZv9a!KkU~}pfzY1h_~Dvk-*xZ z#R{%7+_4pqycYy#@VxYjW258^zlmuQk>e*zSrP=w!C*Z52OW5ugh4UVo}Zwvq8rMp z=Lj`-d{CyNUis&HVXc@Py9Q*kyXX?(Cn{q*fv~(}v7ugl+Jwu7^Y12R!H_SKj!kVl zW|!xSVcbdiQ1OQBLxrFiscgfa1qHF?y}c<%0TJCkKlNtz-g*fF`?3g0g9ed}5H=Yj zIjv$O&C}`RH1Jd;lN?J9A(ueIjj>2RlbRrV$rL`wPeF{2x~M-e3m-`UBZGas^;hU@uJ*OJ2 z;?9m4q|2PXg$SEo+x}oa97BmBP0hDq$G@XRr zreFNYhi_kmrzcQE(udV;sTG2z(RVG!d^(x0J~gpaI=3x<*wyjj*lIHM59ve%U5PN% z1M~2TcXPmLe9h7%i>skvGyLzv z&PlPXH$$1!q6Wyh{+FIb85R5rY`nqnf;%1C!pi8X2}-%+#CT;r<`Z38R~F zn}7_7gX5ZJ;qL;ClR1gV%F1*1;PO_vFNjUcF`q*9suyd%!6Ss9dk1nN6Zsj#hQ|!Q zc78}H!6Gw_N(3JWY-j`z=EpBx?Hxe{Cb{`zT^TyVFh zKL^i6Aa-lX-?pEe7-(313@BWnYu#_2!b?544kiO!i{>#u<>Go&&x0Dl!Tv-Q^LK;%AUDH2z zfxzXqEyTGhW0RtKc3$5GyKoGTk|(mAjC|z0`vJ)ER*~co-{q+7%YpYpXyt`+U6ic1 zgrb>_tk>raN%zGTCAm~Ontb$U&Yc%*0XwWt-?a!&@qd;1LQ9l)%8$1?CE=Zw@y6qQ zB?$?@qoKj@E5pmLJ~S)#{pKFTEAcCz8xKRZA==I3o$o39C;1Rc#?hlEZkwuh8i-+s z?^%lWm#b~%-64x;!>jy1OuAeu^6q}F5t5C&?5P@2JKopkz@1oH9J{-&C!&jC?9Wn* zybD`u!uU9yRUeqF&7n0A`kY^%F8_s1a@HLjZl=`RO;oQ)i=fpvZa31bZP8my?T%*= z&$p!g?BM%TEAvIKK(00$asKhI>0*zf8m_eV)%ZsSW1zr1@#~e5$tt|-s*R8<9zQ-> zk}Lc|8Hd|>9N&nw6&G?-Mu8|iMcrTBS}!@&h$iq!=FSMLryLIwjb9_wsfDZE7x%_d zV~~|Xx+M*FCE(d6MN@ykaGZVU74&v8L{@iFL7b2x0)xTNEAU2p6u~eNTFA>bom3F{ zeA~sRVF}kYXIY3Z&@6Jqz|oZzOh}FCwK?$UI_q+HltEJo|7F>6Qf1 zpI@F2DJLZe6 zMMm6Q>D*Rzuc6X1+)FBul;gIVrgbv$^5?0Coi)Kkd(RkebTx$MP(wMFjS|hh&=AgM z<0m4u$O%!T^_=cL#kWAoi$_cmlEa^YdYXOMCf~>?(AR0q`;E(S1P^`yQ-Gl)Vt zM~~00FF2z<;S{jnPp!Io@o*vD?k6i-q?94BZV2L2eg{;st$Ycy`BOp1Sm=tv7^X|H z$s=C8(?37F?70~_w5+U^5=-N|%0>5OUS`4r2zIV>{v;G|pG!SoEQqrcyY!z4jG7}k z62FiC$iObMD~1jK>W#=M{nMIXK&AJEBkMT`gh?a%?yJA79DHlHIex)3|EHs@rt_gG(^WmBQwF7cL@n0~{j`bsPy*uaC>0HAyFYORBti$m4@>Uw=0JFSD#= z2<_6Oqdt3d33@P-OJ%4IdrhJB!JQfjo^&_-mHQEu-?=l6t9lVjiA$&x{dpUQ?ZS`M zZwkUD@|WPjT6xWA?`~+qa(*kce_cw0$3?XZwqI$r2}1K4DVm?&`LmgyoR(Bubl%3x z;T1+dvtH=msf0YM#NgcmUUtP_qcBQ?KmF6_#JSpi-+jDZMQmn#icUVWJNBGq{98U9(cH~=Ng zbLkp}EEJ@9i6Ped7N!yI7&9`f)k4kBm-&k^lWtdOIk&c?A~ZXTU+fxZn5~ApZX((1 za4(cCu?XXr&5e!X0za@|)8w(qUs5R1$VOG_II)VjrlkLeA z+X|&0=K^{~)ethn!!=(*KKb1##YGZ7L_QO(@M4hZ)x{sjmJS)f;=Z750< zilUz;P{gk?%hs4qa?WP>e$h2*_P}VJufXSMA~uq)9OEahokF}K%FwR|joZtK+rIkMg4uiWR@9m8A{X< zjXm&xJd>JpP1F1E9o*uBVu!|6yM9SMI0vS-gYtc%IlT#x=OMpT==N^tE;QQ z|Bt)3fU0Wk`bR-ZK|~2DDFKn(bceJwNP~cM_XeaD1f*3^knV>F!jdOS<7c z;5qL(o)_Q$H}3b2`yb;v9J=;;V$EmfZ_c&Wvs|!>R9D~v_bBF#eYcA6@WYkdy!_zy>H6SA?LF+Wvv;qCN;M11IM}Iu%Q=jhTjSn(Y{xnzK9jKD zCLx_uGcK* zK^t?(Chl>rJ_>lqQqyYfm(zmvhuq(3Fhfo?&+?V9%Rh+6B8y7sq1{3 zPQCd_nRxQ!2u`}QFV3h`S8(vhr_en9c)j#TzC%_YKBWfEun5^x>_{BnoMo{qnPyL0 zQ`{|o=Lau<3^W_KIA8H>Bxv4YWy@QYny50z_hfqI%QL>QM6+(+vM6|UV4dItDu`>X-(O++wH}6T}@4_N*)`*`|~9zOkc59Ezdy#b0rnUv#mKC6lf=jcf-G zr^TDC^xn)eUSfDWn~Pd}OwYbQp}Mvtwwp zBF5PB^~1w-m-_r`j)~2sIIl*0l~aOUCsx7Px zZSfHjF05{~p5BU}Oz5=dLqs87WS&`xNW6$upY+zD(cKeC)+e@xVJl`00zY1ztn!3g zHspToRh0Jfz9S^f4nf7Kk#Y!Zu(U<k;vscklU9ILrP{z(DUC*Hc8mkNS1nCX_4+!{kgx3D=0HW>3&CQn z@1GsUvrw>2$~Us%h>F7~6PbuGdL`yc6}8N35ukzcZf+;*y4!2iP|Wp)pxEZcMrSjI zHRsz3dPA6>K54hBr)QMJZcuF+YcAjn@Ao# znwf5|ev^HyX;zlf_87gB1g#32q%728P6b2t^Opkj`_~_^>Z)zXY81uxkux&wGAc-X z*0@Jz-%-yp))=gVYWWDd-Jxdms3s%(Zn_G8=WcHwpcT{XBg^UdBp_s>>^;Dd&WZC`q&lCfE3bWXpjt92~B2ur)|H=IVF{io$&X5@uYvSk}0FUv$nBq-)51h z|5?97$c)zgf@z`&89g%q#~X?D?8;Q%$0Z2O&(7dS;M;4LQODWCTm!O;j;2zC9p_jr z29K&g&(HK{y|;3?yN*ODkv>!68Xh=0x_czqGpll2BTXb@k)?wIO@k~~jnsdHO5hrC z=xecMZ&!r*K<-|oRgVBgp(4b_a_Hk+jFe-Nc|ZC`s-x`RNU*VbiYt+RxLMScg&3LQ z;!!C#QP@gv#RaWnt;lWniK7a!C0t*asynL)Q7J!Bp*$)z_GXPFa_bTrsF@|u*|@=H zoR&k)ktoNi@ell{D!WHoP!8&rMw^%gLmX3 z5pW6J5UckO1sIYW%o$U1^Nj77k6-%f#^b zjqhUh%gyNqJ9QPpTM8j(I`rH~O4X@M?qT@_qz0u|yQ=Xf3p)xVpW=UGAY^Et_#}{geV~ z%Hg8HVBnrDkZ5K6H7^>3`a)s#P#qOeV$ATHy}cFhcv}Tyx4`d-T?)ZD_MZ ziA+#=svz=P78mW4S;<~%mdgC8(M|Bmplhz{7&10C7nkj$N&Ao~goqomGK#Oiys?cJ zi{LpRz_+g5#HumHV>012#+AC4(U@pW{XK@dk48|is8s^7Ssn}Xj+7oE=9TJ<+g_t| zaZ&-khW1>$cO$~vvSEn^0vLsFevI)Sw=5-D=BgQQeotau;!|S8Jh|tgf3Nq9e%i&< z37^ON2R44V)9GDbQ6!hGqA!&6RUh~)wpAWrJ${h-rNDhI_+x0bxZ_?&OTIHli+EHE z4jDR@mRW84WHOomMon{avd( z5l8)W>~f-M0?P}@U(#-^oVW|Q=x3_J27;Z_9p^scPwtPmL+}z*>hTuky zU9dS~Ykh|DW40MenjuFdVwVLO-rbRi=fPeEJQ-c?D$%982uT)R<^s%Br`#4uAC3!O z^>`?MDy7k)nIPWA6sp*_r*`~|_z@<`-ghMuZAW(jIU7x|L<4+Nrrm(TB>;=S`#P(t zmFo#zg8B^vMdbI=BjwVn6%!t1(cMVmLseJ(hqlc|_8v|DodGWPEW}Uf&ut zu|P!h9gQz~h=_`bi;L5X>RXu`IG8ianwy$IA>uZMwnpYQrVw>=8(|wq^MCz5A0lS# zXy{;W2eow|=K&Xe1d%XzaD+azsZz~o$c>3W&fYZl$q@hnXn zz@MyqWbA0`pc@zJ0qo?0XwWRdLVj-8z{Xg~FO&cr zv5~X<93jC@&iaRfK@=Tq4V8_d+7LxC35bgEQz%5r8W17!^FPs_|4HePgQ?|=jm-5g z^!I!)4<|D@2m86=iUQpS1Ur(mT&xfx>0s+*_op|x_yJJ{jzr(a(e8X@hOQ7%WngB` z=7z?PBt^i)D*6VFpo=op!O0N%bM;`dU-bBV=09}<7zxza0RqGhH5M}l4#yZGYiwf* zH3REoVLl)Br;mFY*P%IOJH~m_i);GqxjSX>`#H#KTt%o^Oo>L1!N?nHf>FWyf!_#Z zR{QO5r+J^O$ro7-m8kOF=tjfAmJ4oPU#nf0U#p9g4Tx$yh$N}@2JnzCh&DU2w<+tR z159HMH#TyjbE<1NYizNOr)7A$Y^=wsn?X&NK9(`R)?;w>cyhIn@+sXiS@C?=(YoFV zcpW_$e`UIGG|($2UX@TeF#m?Ue$`OS$YTj-w?OUBULp4w96z;O-Ae2ULL|(<)65u- zwV6i}!mIfRvm-#aKDY`)El^>@h&A(h8YVMQ+xhIIx1s7^=}z~Zd@SShmbu-tFIL4L}aPcqYy z;3zZ~p*^b4+}=x7w-D>ZcLU0MdYtWjXs5gz9{kBpMK)kY>FoQORgf~QdB&V)QAB(eg|5^M2upJz;0x5^O^@3f$LF~-eeiMWSJmW_YpLKj3Wv>X34&?P$@ zSLb7EUs9&~lsso&V4A!uM+|nh>`oeCeGAXN{Iff)vjIt3tQX0 zA9t2hx8F6ATR#g8dCQFITh+O*RD2YZKdP2U<;*qag8=pd&C^KfMWATQ^E+velc7iT zEKs=);S_yRz9;tiCBL-ckOty4qy}!W%@exo*t;gd<2HrSR7|Zc{3|{(WyDNVT1rR} z>_}3`(ACEa2uQl`%0*1GG_%ZJJvFA-JS@ZHsFUo!9wNBrqcu!pVa_(HM0pRX1vTb0 z#9xs{{AUXa%HBq4^Q%yF`m^^v0h_@ z7ru9?H?Pf+Dpt)P>5I~nYIT^ixEYCM2HxdB#AeI>q#yhAgLTK9HxaQ0>{A+hQ+TO} zGqYKH^MS)?0&|K2&rrrTXNolEluXjEDqEJnD?NCPfLV*%^a%m)9*Zg7B2+W1kSLwp zln-ApFfZ3yT6q9-jpx(C^PHi3*tRbRSTs4GUdbI){3IFHD^eBa7wCj2-Q9Cy1bZh& zt@GHlb&bQ!A@^B+PfUKnEei)E%Nq=6mqI;fO87M>Z;hh@+0 zzOq=nDjn14jYFE!K*_?J_OLtTHFNE|a9DI;y;~W&^#U>EN6`bCehxOyG*wu(&TK?; z`h!+4l4Mie*&y=?$|@9Jg3`p&o*n$5FL(MoCOEUTot!hYo{>i?ys8|fCsaE~E3o?L zAHd1cO2n~AUX&z?`j!_X*q}rzo(m$CT|5bomToC_mba*qPYkCKQD5>1gK$azKt61` znP@@)MIFZ{XV#v+hRN>=?XMTRV=ce`)GASZ^bI-wkCAGlc$MZ8oR?@=$*ESzTQ1bE zJkF56B@bM;57jw_=usYLJhxK2NRtTB$7TVeRbLq1>aK=pPy%8k`y%$f%J|Fy9s-G(`6joW=YQ3*(ta z>gXo?xRBFkDHbVx-9!8bc~J&7`@RrbK|LDy?4L_sL~Tb7|AW=fR^8ds8y?PSmhH|& z3#v_o1TXt`+CstOpQkQ{Ij@9IbV|>>z4!e!FNL)iq3+L!aS5&k;FkF>xFhUfu5Tr$ z@)ypLG6E6J9O}yW@DD&}q;CT~$0HyxT_6{Timj@R`FZd;hihEtvG$jMb>8XX^4jDq z7p*$ve__~*Gk+5IFGT$(5r1NDQ7N(WE1nb2`Zs6}POI2TN{Pwo+d=*$6C$P#AOHX< zpi$Y?5g<+}8xvb{mOn56nB^~oOwRHXeXE}nesTB<;eXEu6da6<9RQra|L1jR$sv!7 zP0c}kb-gcaWNTmyPAEIs*;yG|pF@_5;0tn$i=|y$=Fdg`O9Fq<@fV)^bK(CP$nh|9 z{0*G5`~uEdxgq}o=j`l%19GgKoE-lN$jKV(pXV#&Y;1qvbawWO?tkEPFdASw0Ipci zAvqT-_djv^1%v<2zYAdXZ>#=YKE?i*3W9V+@-M{AC}L}6^p`sRAJQq-bC?eh-f!|L zmcL;4pE&U^UA!3kZv>f{+HMr;BZ!etN#G`7Yq2mg~M6T^9qm{{8w-|>n~jUd&csga5x9& z`LMs^a2tk&sKj^b*@>0vyvL1cYEZ=f3uMe9p$n$Pb5L&PE-dU!Ifan(b*1J(3W*14! z$=-X%%l&*-m)<0Zp)dmDG4`M#^b_;4_3i0H{1AhO&uOJzOYLTi9ehy`>)MjJBOyX4 z*p&J;bb+>U1X-c!$_@I8Cp@u%CN>aQ-2ocYr|plLu5@lFiC5DP7(3s8vZXS0+4hxg zaL-(S-p1G&AiK@pe1uY=*VVC(792NI`Y7u`X8L}+{3HP4G#CU&aybBq7i+pYYsMFc zpZK;|aUN_|dOLXQ?1Z;{HGAAC5n=Cb=gwO%1EY!1` zfBQ-}FtAbVlqTr|F4du=2mGdrJ4dY8c-!L)0|M-4t@aF0?mN_H*pbbM%w5M2WFx)Z zd(XGW^08BAc+iA+nMJI?!@PoW6hyi{6J|p{X@N)vHq^mB45oa-?aIhcb;H-6j|k!f zk_WvqFTRIvMnK+l>&?1)^6Nq_Nh23uaT@#Aob<;`72m7AZd&8siZ&v6csI$?RK%6w zM4i9%4dwsgXsQf5j&nh@V4jNy|>)0-x^dQ0ve&<=?lSfw)4b~A$ zwFPmT%D*Ll_qpvWDp3-2|IsaSiY{C#D;!8!hvoy;3Z~{@Kh-lG9#U4_PMu(Ay}c`&zM?faCwYZ^U&IUpiCfm76W+U6NR&#Pe%F+bI8khYDwp} z2_0l`@>5hMGE3?oPf|L&#`<-i=Jm?@z#C5Y1@?F=j(q;nP7>{owd8?byvXapXZP-? z1d1AzJbax*Xqc=M84eo`Onq9)WIfE4FryzR^)i8wD{V(td4!iH-151~G2O?60}A!_ zZ=@qkC=F&uguY>Vk0~6xZPqf(C)`Xkm#+<%&Q#zIWPSbsdR3F(VHtZYbVd9w-o}}o- zD5O&#m62uKqo1YHUL^|{n@1bNPGtOA?ApqkedCDcCK};qvG)jH*QLoDPp>t6QtJ!g zu-_2!d)|p?{#Z%G;JJN#iv+=#t7cmbUlLCadaIqJ;?9f*K;m=J87b#T{L9KsUqnrW z)hptZq6aZs;9IbcjGC$T+Z9I~5-e&Y{X|F(0Ud6YuP{er9~-pd7d;qyWwcB?#2rhD zoVmR?8i9=2VNKRb`qs4nhTLrMwr_GC4wst*Z>()e0=dRC>5d}34Y99sd@6;F1-W!S zY=GF4MWD6l_L_RHL0nE@#guktzZFLHe0iDLTj&la96CH8aoKz3MA$g zB2=x}G0$PxJwldQPwDh{ph4X1tE0TvpK`#}mR^QY*=`@Zj*i>$c*MApz0>4VSB;N! zma&_}Cgaqg?VCp?pOX!*Ew?uWpa-4C^-MjPJ5OM#b$pY?^k{$3Wzw~V+ zy<6kK)%HF_XY(IjpCS#S&V>msjup`HKgBnxmgZ?JKA_amFYkK*W0j|PP<=L^vNp|RL(x}|YB6jM z7OSOC(U^;peJ@4r7vb|4F!HaO*Wap~hWg~pOss4yY+S#@rt{*~FJu3g5&g1i8V5P+ z1)Be>t_FH(C>U568$v<2motXyv$2Bu@_7ITE&t8x8tc!zwvZJRJWB>hEL}#va^!w*KyzY_1~M!rg>SS38Jd7O^DjVNzNSUBf3#3URs{$bCWH zQ<}{jQh`^~1?*ndEW3IZ7gt53)#bsM+RQP1XDG(~5wA48d?=ml%P(Gts?USr+vTq4 zC+xso#$1Piqsp2M{eHaym~c2|3_R$1rotjq-yhnmgb@u-)PmI%nw%2 zJ(lE{jM%k4GFD>UyL0mF!MuHw{kdQm(WDTEVW!54I0@50!Y)2NOY;TJRx*KUM-`eP1)^W^= z=rTyUVFCr(J|oev$@$b!>e&t~4eoJT)1ESol{b$wuS#d}I=$M!$RnN_eOK$l z7M=yB%Ti=W$CD1PR*ja8Jf>2go-6W0r+3-!*CB}EHw<0wcg~Ia7vJ&geUe|R1t1Z6 z__tK;AGf~#%#|-G9kBk)$NwrFaDp#;|8y09v&MgA;M(M@7p;FU9bBCGlhS{c4lbqW zzgI_KySQ6$k<J zIPU|Fxw%-*v$%^}j=%Nw>}>zIkz%dFXM@6Wbwz!X_JB2B|FZYZl=~{o z-<_K^L8Xb4yv05R2lH!^t20J3=L1#SXE-m*^dmm2bZTAy{9uPmhM4AwifxwXY^SN{ z_?O~PP0CIyiv_8N=v)5F8W_sZ;@*LelQl3Qju5xd^oPnH%85$0s|ZyHL(_8va@r@! z^5}6=qAeeNb<7DfWxP{p6>=vW3*)FBwZ!*Yt(o8tvb;SK8Rmstgbt+8IOG8Tak7Vq z&NL{|O!mkGw4aQ=Emg7$e{Q$gNdB(KEP#*J*r!aeHYTDw!|-76(I;N=z5I5)l{6J8 z=hnE_D4FoBhkS8wOWHK^i;5=-T9B^UskxaQ(%+sKY~J=JK!1-zH&At8K0GI17)H`V zr-~Mu=FaI9*}Xya+2L*If&CBeD;_YEqm*lN6B;}61G%ds(%&raQF*l8ZnP@LcgLjq z=ptKK9=;UapFbmE*;{w5#>QqgKJC-h8^C9j?acV$ z9Yg*k>}47*?^S9aj;pc8G1XoOaxu8!^S9N?%|!}{qCZge?>;+P5{{{s#o^Y^SFC>4 zlf@k?7>}riCu^eo4xpu__;7ay{rbadQReinc)#Ac)*^VtS%zZ${0&5XG{mp=F~_nd zf(X&xS+R&ncwNgTCI?{2+vTnnR&e7l&m|B5w1jxZf>aj5eD|4vy5!4F@)3L0uvdysLi&%*?kGNO!8 zM@mz6ZX}V@ivBcdRt>XZ+wt@Fd6KEE`BoA~r=*|nl7)RHdAt^0Fiy1W(a))Zwz%w; zPe6)mQ*J*th`$~cWv44UXkAt7s?AXAp>Z3sG~lFMKD3+>?d>ttl-suh*Rk;`C&YWj zdmkxt1}BMm$dmB9T2%oqTu%LpOm5frzoTAq@FFEhDb-DHyshCxUi!Rg zDlVpX)bXcz4L)$+DfdgDv4;fd#Ov!-^>8e5YK+!w8iE+92`nTlnpTY3rv4x+7ZgL(r7RVn@;Bc~Xfd>?Dhg`?8R$TR1{7TPjwIW_9!A4+R9cu*k0e9gatI47W47(9qqKN z@Wqa_C`lqB{J;3KYdK!AAw?4pZKcg*H}Czf0_Gs+%#q|slYS)Nnia829!kW~tHxnH zx_!LWRX6Q}@$LL7dn#|1q*T*KANjdvQSN2o$a4!5i%x+(Z$8pnw3&3oka!<&1Qa?b z@XSWuX4JZ~Bn8GKAwDwA;lz@fO>kSvu6~Vyfba~SI?BIV(&shXDsb>UBKtAu)z85( z4?Cz`V`;wQczQ5TwnT#oI#P-R-)8Jjtdn0za2nJMI9vpmn!f5V_uljr{jK}BeY1Tx zIP;8#srtufPU}(VLU*!qrhGh~OYK5RFtpNotPEbeM*6{Nd2n^Cd{4-rIgDiIWxiHv zPO2oXfI*e>>h?=~)m{|OYTzbLfB1onH}A|wF$_z`ES9H z!Tf?pg%Z+_RiPpxBEym^J*fe3PZWe}T#i~@Z6iDM~WxjRa?vdoO z9Bd!U#6m!@6H~G)vz^kVCFbPzbtpG%4oj%6%AF30tVph0ZmFuW9xVxstPl<#&e!H* zd_035%Vk?|JHM)1V69?ip8&l1|LlFvPD(IS4$IjUr^Vj%ceB|A&O0wz-kIVqEj_eV z3rP2~^srP1*Oi3a0Wx6JF3amEMn&i+sli=BDX|!Y8*anZg0bNUL?O}Do<9ZsE{Mu9)?-j#v)VhFfx6xTg+#$oDb$*ouO8hM>M&in zs{2ZJxH{mhJfHT2+hTf@zt=ZW;_loxx)6hLlYGV8UUbnZuf^dHh6|(MlP&IhwJSw! zaeBk%NF@S?y=Rrz=h;ZKnq1M7>xTMrGi?TZ1^1_Ylat44J>B!=u$K5aPSj;A1UlQ& zNhc~*@#D%3;zEb0;)jTIvfH$pyt!W#^z0(*A|**2c5>V)TcW!n3Ur(iN*!@e?vTmH zeXWuP>bfdw;N4KjB4qUCRYOAq_!2#uu4@O!keQ54#aI9C+0+&7tLLl~f|9wfu*?(f zXgD}*dY^73(jBQewEevv(vpgKEG`8>XY3u^*jym^6~40gj(ogZ?b5> z;C`q7rtRtRf!15K3eTfm`AV(SlivT3HLrZuEjQbShd5(w??7U{nWKACySQyNw>DMHnDtRh%CK&L4UqmcPKH} z>Cx2L4fF|1SdE&Cth97*u+`&PjKtgBefIAvPY;(J9UKM=baLUO%uha+PkAj{9Rn3N zZI4b)yj3y__A43Ot={V7>qNDDmgs$2S>OsR+VV(t_6Y+U&04y|Bta4-fsdfbhEj`iB3HAvm@CQxoJMn*X^^5yW9rj2SqsL>}{B53%y1b%!(qNb*XOJOeN$+_Uy;`pO;qcK)djw09_e^sWkv}D&@#R6)5$<4cAXTC|X-Vc=Sx! z#}ngy3PP(`6E9x8AoJQ6){~Fp?m5^mEdEhs+?G-u-Ftd2leFsQ2g~a3wRr zO*)?#7w%THq{_(Ywr$oS2C;+Z?M%5$dBV-Ve)c=uOpnqH%Jmr2^j*@BiifFYCzc8z zp zQ_c3H(t=$ox9!=ssAW^@RcEO2uwUt$hx7f^P(*gB({5G!>?z>B(`8k0=#Krd$O=#r zyiZ*{D?N{#&y--Wn%$UpXQxN&rKZjz{&@k587N{+cV)pOGRflUpAAv zx0At<&~7k5Ah4_~yIy(Vcu?P3NJuoPs_WpHTkeRISq#w4_q^?pui)Ktn!K_zwbw*! z+b?RV4mwH1V}|G1$)5L*PiTPQszJ+c)?3tX>*!P?_yqFEZq9Wj!q7-~ z9H>l}Q4H{R?KF|*3DPvg+^|Nh7ob*Hc-fZ7-48hm4F27rq1> zrPZoosqa8enaxCwPQls2)W_}`5Kv2_eY(%IMer7Zxxa~u;(GdH`aZG8gws&IUY)Mz z!uN7V+~w8ssRGNOprGRbwA@71v`+W5({86Qvy&%^B=|JBJF?Jn`L495PbQ7zNb z*COgLBDgNhz-8P%VD#zX_987U?ebuLUzE_9R8X|*1cgsNU0JK&4b11N!{$~Wf5h`t zmso@ko8#Y_p_Je)kN(>2M-bie6vmGMV0W}j1xN)*pwH_C#YKcj}`~*--*Q=B&;j}ucidbnm#FU=2WuJdP zITx~CwJtc3)2m!ZOEU2Ew0j^YPV&8gd)aNZ9YC&nr*@3e4cUPNSKzKX1MR_=coGv5 z3aZR}cdnFsow&^x>(GtS7gT%$-eeor;m!Z!XuS>=#q0!25Mf9j%aDsDWHaHG{4ojb zlXFw*3r8aI!+{q8u?f6FS93YuN<7Q^p_ZCsvQy-=Ub9D6y%TvJOH@4{&kElHZ*ssT zC_{4@v@r+C;BF^}3#s8Hs&EOcWc7NzuV;eYuf%u_)PzvZu%FjOC47OG=lu@$66~jiuVoPgri`^ItUb8+h6^ zKDnOk4Dl)GfB*6t4nUW@Lo+t~un2$~H!;RMnuOP{lLNYqX`r@sC(g$Cwa0CGr`YPQ z85|Q!cd~O$Gly=?GvEM7?(CmB#5#{)Xbrw4|J;o2IGG+m+dlO82(1RMNOA7 z^-5Zw!o-1~6Vaqj7q{W=0fjw6ifv3%PN>d_Q$k^4rTb zA!LgSS8G&Fpi)!KsN%+;7aOqEYA3U`A3%F+UbhryW;s%1+^KYPsjF(e)_u11E&57H z3A+w#D0RWsGD{?iLGw*aOiuoQ&O0WZr3Q<~vzjhz)m!psqbjk_P3e}0Kg<9;kh}`* zEXsYPQ)2eok#m~Zrb1ZZaroNG0p5?%QxFY5ozYeb`=XkYOG!y}`dZvruigqvh}3-q z5~AFBK9G=Av_@6)IL2Qq-Dgrrvggc?ul2ryo*59Q z^sRZY|Lp;izze2l{*rtG^PYhqP>vd}1|EAZZ8NMZ*ybQ7i^PM!c z+!g2~FDak1)%5a9$EN&`qPja4=^<8RVUEr6@x108onxPci5IJT#d(k5Tln2252n{w zwsGTV*3PO-qFx-;B(U8TfKJDh#y^MQclsZMd-UafCcQe(kkN6Kq;!j7?O}5#;>&_v zZ??O;b+^C1bTAkrX!IJ@4RDszKQj?qDIpHo1bao`BN%M|sK+`xPqOr$ZEr*8v;6Pl zHgytS^V#8|gC(gRVv!}nah?ifm9LVF^iDP*z23s)Y5 zpx(H{t^fH2wamLbtoBk-wzMtOU;sa`c_*%7Xe+CWf2I7zhO==6x9;Q~hwptIMa)I7NG>K9&(7 zjJ;D>+9sB**VPz2B@!`K@4NF-I6$N_g^x%+GlLwqaSP;U2+s}~1O)|mku+5sOS2yb zXmRcCImPceSh^Ni&3jHf%pAb1rR3!B<4R0@V-0C7F>l`0|NCbQh>CYvK}MU? z2~C;ziDXEw)yg2^zwN%$@lR9L#nZ^1!H!0Z)3mk0>#56|a7 zAfh@a2m$j^yng{Z=!x&Tu=(Hleq&TTh4Ga)7-0>_hukr}8I1)~FrB|QWv07(j{+YkwPc}(XQgGv*x z(-J5<$P1l7L0mbJT)6T~yG!sWPudm$W#OUuxjEi|Io{;lLlObE5+(qCwtyngLm)1< zm96jHyC(=D8-Pg7j$H!fCLKiH*z@!AQ*O)oZSNShKNvIu1Y2+@svY56!c8~oZ6r%nMKBV8` z96L2j%#_sB-od%d4vM=3W4lol&wv_D2R$k?ZhHqZq|i<9@RS9>XTZbr*iC=rTdyt# z*^<4zy}7x0XFh<14#4BvRIPF{4gz7}DDc~N#_@E@f$rx0Sv^U@zJLvB8UubaVSH-} z-iHx5E#TXa`xEP4E&xR?u7Q8m&rVOA^zu6@VeedlPl#nVPw`xTd5aQ2!&IU~K~K1& z<#xB{Mk7AuY6~%!%`t#YD2xgVSGXB~;HO)|NceCg!Uc9UB8^oFmje)$2(;#(S9>|TtE>Gcw;$UNglGj=s{3}o?HMV78`W(@6 zpe!Izz*W=F;dyRK{853%hi^U@Owr8xJ_QhZdU^&14^aM#<+RRe&dH*MmP!G+DcjP2 z*_i?ixIx0Z4a6{nqLUaKOI*UAj4@sK0EnI*P|go3iF!}J`rU844?Xdtg?E=)4uK?i zsP5V4opa{18V4C@e8}soQh4bm&;7GlnBqv)Ck8Ek7sg#sn~&16$R|r5I34 zQB|o`@>r{!w>ap^sR300Nixsv7!FH113n2Z78a$k_wU|i1g&)^i!KmXdV$DOf92d| zQc+WLfNE-T0BKNBh)6joY@N;+g4DiLs2U{EbaY*&z!{B$#EQdq@)#`pWpJ=EdrsUy z7v4Z}F2XL%0%V=&6F@msRRY%9-?N>RGwD`q9KaoBTZ397sP4G0e3&O)0aXcYIMiIc zzq_NY?I^of$7Nyw;Dqy{AJE9$UZllVPz~s=0usD|0X$X3x2*%MQj38qm-X&&vjdcP zCkkfh+aiF}Nmz}(0K^!_AsfpncP-~-KHx&Oa^|5r9uXW^+2$17s0Co$8)Sm~f`Ymv zwMS1nKQt(bsOwBr^eVlT{NCClNtWMX$0P*oDcJ=$wmY|hgS1;7P}j2tq5g>-Z)CQ- zs>C%Nzl9IYqQrrts!0aRp0`ko(qU@ymLMy13udr8yRhbFIs`rdZsxXxTB*rkm|1tvjD>Y z?l&?rGAJt?{qy>Q3Rs zMxo6M7Nww2tUjA#1+00w&X9bfB(;~&G%gw2nQ1G^53yexu#@1vvSbKB4@mxjAZa1z zAP2Z2zO@QUA)&gv77Op*z02Y0;+en0IF&9FMJnLNztMn`a0gBf)M0fXSN-wh$C=U_ z8yf=dyHJ}TQg|nE8%P}(85qVZ9Wy!Cmtl1`bgaHL1mdgl&P5yI&UelN$@aU&At=%S z<`!;%-TS$0;@C_(BWaZdf!52#avq#fy`ZxP1+`Pi+t;9Eu2t(%xs_g^2a;G2#i6h? z>Ap+_ms97$H{2{NJv{HDDXFQ&jRA*1HBmxlZM3w_+Y-FEK8UmL%EDOubi=^97l6y{ zmz@^kJUP^qHAgv&DpcM_tL1oaGl_r?d2<$d>p3UTVf~jxXQM<2cj$fzh`)(n6Ch^M z-M`P>uWcVq3rbruGF#qPNLUPPP>Iyt+}!N#HMS=E<0>n=y_2btsT178fMTVYrI|X-hkPll$ z$6mBr{cK$zx(TB2R~NSF8!^%Jc*)ZBL0mwD2Eml`6zL zXjO=P^$lx6l@Rj`@BJTY|EpqujCj(9*eX)iDz8#3+ zp=+&wBKAA^dzM#yZ}@;FvRB>E&;Hxx4VsXEhZlrom3Hv7t2`nts?|&;2SRWSpgmQBx)hrJDs>CH0M)RqRzh<8cG1+~y;=9fZ zCXq`#=(JR!=UX*g0(c!sY&Cs&w>b0V@~_M5uvXEjJajoelHvmveTnFjc0Z}9>2Cbk zTuHqmvKP%FHTFBvbbCG-5l$Xkm`DRwM`~jv@H?(AoPN#q1umrQd*suK*E=`=@c6$5 zCgD}z4s~6YyHwD+4yxZsT4b*PvWM)q7L_gjAFnrAOT`TplB3(UqgP(X`E7 z8?A$VMO`N4e`iflTg_^|`_TE7`#*j=6B3q4dEU3CE+0{sInLiqbQjtdz=RG^ruH=* zWXcP({w0*2^Zb$8>5)RQj|kUBGwP|3&u=_aH%T=!H^H^>g(Z;Pfv?-P?)`R6=iIT^JW$A7^B})#zd8rG7 zlbEhxO&B&&#dC9xT$^~keDzWhe~jq1=Cbx)AmzH3-BOX$?dgPhxl`;H97gw;wa&<( zwF&nYI&i^x6xV&i_M5BUgs0EuXMpSDOezRk8mKPR9gF4(>6jkbI?`h=5^u1eSeI0_Hdg6US||R2KwGS)1!a^8$XW?|t+N zWp+#ZxbqOng()1p-zpPhUCHCX+zJ6}5$XB&s>w&g=)bX7DyTxiv9DRCf~-_DP^<8p z@T2eSy9JJXBin>p zpdx#x=_5`RJv#`O`_{B4#Bj6nh&-AwInrVlp;jVXc<9tv-FF_c3|)?LI_Ub5g@TUF zPO{{s1SlFVEa?qt_Bgv$HX3&tfWSz?Tt^3$yqqn<;D(HiTS>gGv(o~nj4Vktd0VB& zUQ~jgjn?z^n$Uw_q;$jzDcm;$nUF=QH;nr6Af+KeNrf#_rbv*dIf^^O7R!(<~^~M?z886S&p7*jt zR3^Uo2*j#|cEeTzz@SE@uCpJOmm3|RsI|q?@WzDB0h)-*{x^ZnS$%L{?=@_k2Y;k8 zFq^nY<}TxIrtR(_SL#4yNr(@tdRM_3$k#4$H!m>DdW$wcVHjdgth%Om8ZgpiP8^7< zE=(S~VkTFWSFA*{97S1e>-Mg!qUcA_(!&UF3kglVU%_o$8mOGD+8E`{ z6DeOUDY-vis8d(9R5QZa*GsCYiw74K>d+Rxc}6I|Uc#>hG5|zWOQDdbbrU>Np1n*1*w2;Mwg_ z&%q0w`emY+MFBx1Gb#)9f96Wa<| z+)Qj-6#Ta%@&9-Z$ilz{?PCoOH6kw+PW=_0LGgIh6r+~=*Dpg&m=U)q%i#7bA^10A zzrY*a{g!ZO%XgPEPCFC9Q^Yg3Q993KJS(X&L#eZPx%3d7D?%0qu_c?EJ4@0`wIzs0sv6eeDYi9y`b; zOrCBfCV;ZMKdibEsOO0uN6pje_3B>25OKWb1Yo!5|0yDZkQY0{`+mw$P)H;x6z;Y# zgKR__d66JKjbQlnX^k9Bd%+D9zLvKlXmw{o0!`8{MSHpwXG;^%%LdBd|2%*$^3(nL zO9D*!7AcZON=2W|BKbNM^*!m@_dnOCDF&1{UM-#`z`*t-MzfFqEF+%FU41$`u+hfI z!g+&$hgJBp%VAql4#(%ZCi^0(0ozLZZckLy6b5Hwx6ShWu(}eh82+ofeSj6oNWufI z5=r6Af2Ol9lg5SlxZEs_x>xoCRQ$votN2O7rXh=n_~FkJp(}?pWumoPx9T}?EYML> zh8mCi&$#3O{9^-5{vLBnv@d&Hhjdb2^1532B=-)Tft#X=;TL_u@BW-1-S}WkhP^~jy+5U#T;T5eGn*mA>1<)7E-bcI`A1k1V#_a}bvS;vHXPjFVO)_roa zzco^G*iZ)!AZ15Ur093#H|HO#5=-@UikZZH zEZUDI7|)U(ym}?}ME|{n1b*C7YV%5Z`jQ(wb13^r*khDG-p6tj`C;6En{S9yE?la> z;mqNdJU(UR87-HZbL0 z+gg0;llsfE@>8tn;6DC&>~Qu6guKsn_?|P`aejB;Q~{vmz!n}$k$h5_a~L6lUTuy# zOJLOSNP^az=E4_{ zOm%wPQ14H;R|&dw{6JeGN$H~=wRr7~P>0z@am+n*pn6Rl)v_a2lxqzsq2YsnA7$>t z2k3_!%1kS_DA~B5R<8UXF!Sm%%FWcGBs()S#h}vcYcuVE23_y9v^;>ex z>Cdk_j$?d!qXq<@fmjcManNRP&@jod%gM2S9}w&=4te~6xWVeRpP^zjY?L{%FIHNZ zWq$xIAU-|}9#s!_zW6LW{d27CSCiChuiUG;)-1`3{0}Y}#?<=eU(dhBp+TSr_y+0> zRV*2Pzt;8HEGsdP|MF8O8tNVz>c1}cJ2ecOkq?j)OJ7IUSU-~nOp?&=15FbBC@Rn| zi6}YvMa)M4-Lr+RW2^hP=tskpI1(B{P3`oT!fG*HBt0yuUw~5HK}a>Qfz9fa%7An0 zp0mb)_}Q67g1@Gn?wkb1d71%4xLwkrniv}J;t6EZzn1&^SbPqZvGzJK8j}j;;@VJ~ zNcFrM!y~Q+#mdWs@|TZYGPGG^biVMvI3bnNW*if^7fRr+Gu6%1ew#Uh`41`am|%BW zQyTd!YHnZMAnp_Z0gKPAPG3Xr#G~{Zh>@vCE(MaN1xJluT6+!a?WA&to13h$i+k7^ z0{E~a8Ni32;F_^^vsTLt3=)gq#q+)62e?DbBq-1=C=eMqsabYL@Ppybt(Y?TQiHEw z1L^ntXGM>9a5?xMpP5e=Ogk{yF@X{GClyu60?Q&VZAX@>DyzQzJ|^81m8)&5Yim)^;S+teO|ln6K4#3B^p?nD z%4OxjQht(a^Zh`>G;W!Y^(erD9FP)6INYgJ!YZ8-++z?NU0BU7)T2pSF|)QNXi_8( z{+;>%YE<9{Du4rIRs3MJd$&4ePJ|4f$t!S2W2rvN)z9Z7&@!!NG*(G%)k)DoBIxAl z3$MP;EpFSJyz6PJ(YZ5;o#LLz1~*h`2-`D5_3fPlWRZVdqO;;g#!2O0E#qG?L{ajoWkPJ>vuQJn5kVQG!+h7}hJ2uUS?lRf z0~53^YEqx_O@YTC^fJ$&!as>395jumUV=MqcZC{wkU#Py+W5*gZ1ChC${;!<4ojQA zmhRj8Ev*n8fK1|PTXsz8$!P6uSN zGwuo-0JITOVM`M+B--F>R!P1D6-T|UwIK__fwLgxn8=hdRw3fT>{gFF#BJPgswL6; zC}KrIsoRf+fO|I`C&kR>Jr}J+4#Um;2H39=`rJaAfx0wlNbp~Kjdl`DiRD9Pb$UoQ zP`><}p~Wq?kVAlTPzuyJZCNcw7FxzP^%|0C+$)L5d-ss(E?RlV4-nz#&O`vUC$=40 z*^EA;>kC2eBY^79Y=pvlSTZxkoz=fQRb47-Kx&X?7Vo@&h&4?c=u-q7dzrM^dRz^V zJk13$oTQ>y12z|TT2EvAj4GL(ZuAO4y^%NsVdQIMPuz6#u6#};g$UP*Em%1-+>cP~ z$VVd!MPmmBn=H3FHr|Ybx`=d%o!eylI z5Z5y*$~WQgMW0>*sJsi`(g<_xVoMTr>|k0%tS*c_X~6*RpDz5C23+oz#JiWJ`Ld!` zM+T>RTF_H#t}r)+PzjHOj*7!zQ^?{KIK(&1D@`<>`6&;UcuX=deB)8+g+T&#^g9dPk{kTwmBXZ0eQWr$$RHd%iki=KL}LWqm8nZ!rB= zzy25aA%hcMX^8CQDN=}U#;JXXP)LFHnwxEf6vCYyoX!KuOdGp!*A0UkDSwt`L;|Yt zP_k@rSyjNw*wT4{Aqv<*h;GaUyW3bV3V0(|TL7b{k z!fpPHVN8Ma?)89n2P$bKKl)391=}xozhE1(buqHIaInDA3Dhuq1#V06#=`A^viEGf zw@KqI^AK+`*PCUx%!uZ1_AEHvq^Ad0@uH7d{&GGfQn_#?y&eY&ZWMqut``_R1ExhU*n;F&BSe-gJ+bqnv8s@vSM3Up%S~d}z zlzV<^VrcT^+R>D6Qq<9udjK_^|Jbpl`kR#GL2mo!4P>qgmzUq1ixx%oP+x~vD*go% zAol09#gFjY4fPHRsmdFO4gH4a*)633J2nTmudj-OVGi+Yme%}++8W?xI}_%cwaQOd z!z+B~=M^?Fj?Ynyv(2nP92nWCmW|Ejtj)YGghvGR(`oX8JaGB>K4_ zz))}Vn!r)XvrY9Sm;-JKY;NH>J9EFM-Se{CfS(f(pDcZs0bQCB0~h(?^6@&K#H*yR#PHeA%h3;bm3uU-kk0w<5seooq*Qeh}!0F!YAk zn}!(Z^Cl-ldswR?`Q)Z*zn&1fvVTNQ{t4vuq9*dty5ZkU?|*a-&^%F5StfUQzCMq& z5ZjoG0xH*{Z6jlY7dKFTk+NU3f_|6ysJIfH_v%+j%ok6WbTI(cHvGD(i^jVho{hjs zUwLm@a+c?t(-p(_-P(3&S12$1Qh56lAJ;p5FOlYN!ZiGHKHVMWUlw9Ohfg0*z7nyoG7 zYH8Wn?lg7mmXriKwkUJ{=qm_;ozC3_95{Pt0I(K8HRNi*hqh*QH|cR4Bk2@_L1cxr z>NCnx%h{HOufqF&PLgIQ}}GQ$^D#M`W|nP zZ8mn6vhEplEIM+xtTCIC62cdqIyQA4*LbW`=n(N?SyxAP1r&C*TXm(gsy_>UhjH8; zN}shU4?q+xeM8<${=|+CpEu4>kEq@@**~R=;O5)A`d|BMSCs-|mt~offT}4;54o)M z@7bZ1asf@EwK^g{iS7-4g<4LC)OJj5Hy9q&Z-@ybQ--!jJ| z z#FBm8TX%}WKc;;b2|=|mG=g2j+YLVbuhykq_0#YV2CU%ocU%G;_C~3<@|3e5c*0FJ zR1bCfzTD4K1TtNv;#QWqKaFMqZ_u~zVaIRlc?p?vW!rZK{tceo!@}5O#aaX0f_tjY zDORV}1|#Q{*qmOx0+Oqflml$Y=Qr+%fn_q`trLWo4M<7aN)2f>6P_G8$qH?=KbV&e zgrTkN9xO@SF9;~q;#HQqJZ6>jxD$(fTA|Z8arMU0?K_#2IIG^u_X|DO52f^Ad98pL zSc6xhZh?|sZ%$9=iR8ak>i-bMP<#A6V?z~qOAH^b@8m0^16m|^qt0{fCSOD)g|zAr zAThCm@_1|$ba@oar~ldeVOI^#Lr8%)zb@9VYX(P8Pj8u*))Ugk3e)O6q4<;23q6VK z?ZL2_Gnug|NyOmv=(eXsl@nplz_3bWf(W6R*WS^agWw33HW{QQ?1jnq-+}aLD-_@S z4LP8@p~|z8v5b4Dz9F;P#6UqpCBsr2gSX8p0%R&JT<7=)F_MW0-B5Vhh*^+dL^I9V zy5OwOu%%inEl_8X>TdrD0hEFK)&k-tqt53-a(8z0gy=lDEJN~BFhXUX++=dT6w0wr z=1ABhTY;-Pws3bj{)8i1h_ez#?8Y6!5Ta?(^Y@3R*bXx%TlP7~;_8RDSQXqp8OyIaZ^|=b$D4@LE1sOZ|JbKO}bHCCbtostI_SOw2=9CQ{Jv>7_YC$Yt zX(i{0E7jKtP$tFOpY@bD%tnMuf%p;(3_7+X6D}mJ`j4)9CO(-7LHzh_ZI1NW#LFh> z3I7JnZR2k(tYTascc6M0J7ZDvSPE?7*;nhwY7xOOk=%k8&;0H-#^2MCK+|WQuV|Z< zyrGa1AGLGpuGuc3QvmKgsZHQ^IoVx)qUis&OvOdI8`unFQD{f%_GLc(6j)om3@fDKD09guz{U<$ZMc4u#2E zEg%%n6(NZqUFvxlfK&2egK{R-Fn=gsAsYe0@#I&mW3-Q-hl;0*kC@4p!OuC)=XrT6 z{is>ri4Bomo^Mmp)OF={D?b$D$=~1{bevIHay7B;`{b|>DFzosqVGo|%N$rMx9Ok=ux{@ly^5ySHn@yy zuD7-=+BW~HQZC$K+Ll!APO5};#QwxI|E3iK*nOttV7$#0;ounRrjnsgYaefVyHTFBieE0Ra6kh+IIz)Mv7Q$%CA3nV6)ZZX6Vf9kTrq+s8m3p@fVf8C<@>;{qg`!u9L{-f$^z($U|eWH()uOEDZ6DX$6H zqb>w*zV<4P@Kly4s)x;7)NTX&>}`d$#4Z1Fd!KXx)+`SXhWxS|6@131%^LU;^2;(^ zB%U&-msO(KhTG?)-#hV z<=<36Bmh+WYW4wuNtJ!Ota;nFBONlT&#(?K=mt^&iwhGrfiU;S@!swZ>3q4$ z`%roecwozARYf@mqM-06Lx>FhsVZS7Ieo8EvL#0qfZ~Xb__(|S0$)5)twlP+si8YbbXJ!BV%ppmveEuCgR?X5&k4}y%hLyen)WPGM^BuDtfjBZDb zE)1#;p8C6g{8-a)eLbgD4U0q172K+Qe3TtuFPpR)kU{!8lL; z#hJF3tl&Hnh&nz(Z zfdtk728S)L=bh*w7Tye!0E$(OAi^Ts_6U|ozX|&IKudR2^XEaRo1KfZTec41{zt9r z$};zDkLrxY(d3B8DmU-@a@#d9na8ZtiCo*Hy=6=R>{mvS=6KN3>5t;K_a+j50~_`z zj+a_Z(|D77Ho8$lFM;xRuB&pE?et*23KQVsOMIw;+&j`{5id4~_U=HfJQ8O_$|8^x z1EdHo88m7cB;^WoXg1E>YmH!jO+hF+|3lJa)48J^ccZ7>(E@k_Z(DT~NP&rbA7JtA zz0Q3ue6_{n09=v3e9}+>O#=FCdpkD3jKG7|M1a3HbPxX~1t~x};XQ*g!)1Zgy^Xd? zYH9r_e%FiVBcX6M+f*37GH-UkTvbLD&m?|3PPZnos_r!KwqSL5^dx*)`f-0Y9{Cv8!~+!0_YV7kZ^wIkc*&9Curc3z=12J#+Yv;POyc{`^! zQa+Ib)zw2M!ivV{1${j%+g3o!|*~re9t+jGFb?_IUSt?KC+m@-3$I zwu~8=bQ*p%I(Og10O=XWq*AGS@d5b8bk}n6&7s|7qjtEAr-Lc5Xy#o9?ay%UbVKG4 zMWD}k(KwDd(pgt~d;URq@5N;$w_O`LkKf6xVDCvFR*V#kX320HPsGfPiU8WY*WyBZ z9%MrgwiWC-v@QXpv5V}XUj>9@nGhNh^1l4T5KJ?gUA3OV<#utDlc*nkx2G&q=5~-4 z%1J{CxqF3_{mv>c!NwHkGy@idL$W;3{qV`hMkkxtmXs$-vk(f*ip{10yUKB!t$!iOR{67U*GmHZY_>mpJ;WO-1sWN`K3%X$ej$t3 z*PIyv|0>=g{T<{P+2z%fY7|WD@i`ox`dAu5r(NhFA<0)zh}6hw2|h}(Z*1_9Z(GkW zx&Wssm>#U_&woBBlIaHea2(pd#BJPt``cATvZCVjFnG}U@&{i#5OmP}*e8u8?sX`; zD&X&6^hq2L_GolVWF8iod@fnIQ9EzcnSAKX4Qb7#uT7AXM92s&*k&>=>~U4*kXR`; z`9SS5lYEJ~Qhl1{l?H}3l)zN23-I7ig)M9BUGz>BU2UwzNXAE~@5BQ%FV1ci zSl?+HYfwqO^6fno=<>do)=_obYCZ^$X$(HJZq21-OY z>>zY#u*hOSSYoI{Jh#z2c`jZJpU(RaG<*ucfUFecO^ym6)93mz@a6}7L&CLz8GUc= zbXT&y_H!u@Pz2jWRsq`uy z>u4Pn=FX)NK$yG$s(QDP#+2q!gUWWNed;@lo&+w-uaMnUzW^xjkZ2+P&9vc06`=Y@ z`T>UF-wo|yuGIA^R>U;w*0QMjP|IoB%O=WSo~%(eEO;#n;BpPC(zQm)_-IB*BKpXC zz0s6x?l4^C=DSxD(oTQn9I6Y-EEdgBs#w8E`M(mBuGV-zoIBVP3T(W7O$ED1*6I)g zGBCuBvc7zZ_aOLovXT3UV?e1q0|I zzi&C`4~z*66F@@FEB83!Ah9p@cVc#A6q71UNk7o9Fb^p9xWAHWO?ZDj*fr`vtUav= zLevS#G$lFt^cRhPLwBKdLBE0j#A|-zRnDD~A5Y)E8bMkVSs~i-84q55ijU(@V@vtv zXRPK-7FV9m!cHWCY*uI9z!yhVD$0+*o25}PHO0NV)@)Filt)<*PRdI}fUHzuzU7AC z(`%K#K4D@H8G6h5M0{CWX9gs4!h}NQS-OE`wg=EOldth+l#Oz4$^)b0UsCFnSRa|R zzmAEhG+8EvNHK$5>vOH4T?6u3To5;@D4_n36ryjz{+7wMv+8H;bo`qZ6@VB{uUtSa^CW~I=9h+lq6!KD_z&Lt6dM-YquWRUegJ*N@7jXnXYU}$%~tyen!q0 z{~y;$1)^9ufjhO0eM%kIG@CisE#xC31bxYaVxLsB&vOQ#YZTaqA`` z<>GG>_Xp)j4s;DYsA<5N9UH+0fS}_S5GZFqn4W!-IQ~W^E`mkZQmWm0P)8S6{(;Yj zc)s#{(YHS&5xS5KQ);k=L^1narP?d~`uc4@M62%XZ@1*J7U@9^ys7 zNe)<9E<^T&u1D+bf&9({IDaJ84~U?#lDi?u5kE4^4rT4)O}DLpf>rxS0T#>Fro&93 zSV*!H{X?T&+_4C;D0WXd*qX2TA zwK_t&@+(D|-Cyoa)7vx+hU!4`(Jp`UDhBa*y8hN+g~g>ORlK#)D;^gX0{#JAG!(xU z)`;4Qc7$7Tr*Gh;X6L!4q8)#pW~e}L@F0e^_=b+azzF#M#33HEui{#bEQ#3 zWQept_CS+Z1#AnSerBz1NEra2O_?C1tlG_%ub-;Qb=s9<2U8TTVr|$$lw+%uKHhL= z#UDl3KZM})rXm%thx?-hUJm5UM~ffTIS|&?7?FB#GNYg~FMk^ou)szPZ9nM^Gv>WK zoD@uw(m$mq`?GLn26r7#RY*e;aXk|=U6jrOQFw%jNiJ?jA6$(ICduuwm9GFWC6l8= zUd}GD_bA)c5}mO=W{RT$C;F+9eRawsUS+WimU!`6%FS=O1LzP?%|qaJL!{hBw`>as zyGf~?)naK2gjrKvuxJ2CDqXxyA3~;+o$j4q(txXYY9BB2r9A?skEZ>)Xf{Ogd+yw3 z<>&JkBLbPZp#=`Q@ibthuZr$Bh#Y~S5e_r*M#Jdxr_P|a+NUcvdh)cV$M)sH=R*UE3ag4eS{Uc1hmB|%sCkk7{R zoJG;QQTGVLD2ij@@pOvSpV>k&>>@aUh1n1dBD}AiW@u;AbtW-zyHdp~jP&B=*c2i| z;qf>M2O=aTP!0Roi_iE?J(*V}iW^$EID1qBJ1uNGCeD@~)8>-1%&qh_Sa)@F}~s{|HVtw0PsDPu4PLOhvT)^^kt?D zNb#A+fhC#m^3LrjJlz~EYBePkMSI?1{PLSCcDE5wgu1zxv>59r(wQRr8^*=)5}U>2 zzLfIiT8R9w=b>e@$HkR~N_nu|oAywhxW#f9g*-VHLlmfWv8R{V*zn*f{ZtzsJs3IC zMVF33)*`MoKYr0Bf7@<HDHnBxuMC+1Qj0% zS(Bv05|lryH#tDqN(1`qut(hTDX_H1tXXv6X+PvP%7_$#ARZQXS^^toi^sK&@7(B5 zfl&?-K^+B=%S$@hc+k}^-tX85kP9rTfODbhZ4V1cP(!xxDAFdvQ#aKK>Xt;HPs2mw zC|{TZ1>2YA`KX^ked=(`B>|^(2X0izuTO%-UxKTb4m__T8$goW3pJ#gQ*@f_E(}$N zPqRuL6aH4ENOxfPxAsELGq-JlKJK|6;V7Z>lb}|celK@jA6=67F*;Fg%NvLN+MQT6xRkSmL&&0kKe!cqoRs1SSEmk zDBdc)0aKGhvpLG1fiSZl{w?!o&M+jC8(}C_E+{0>_i8WQysz0u!W2t)wvkH~zhaV9 zzbQI0%1R;PG?l>T!vu9o?p%o@)(*N}+~*;D8bsewUC9COgei&N*6k)^_nsFL6L04FzQh zB4sl`Qq^&lW$gT2^;l!&y>FRg#-YR;9$u@UrN}E3Wt>0z-Wq@*??|AJf0!?8@rw(V zTDephnj%m>UrBidnve78eL>$A)2&~-Dge09ZbtVMe47d*{CMtw*2|oFC(NiBA};lB(YqN(~>t zbvXGpOQ!UcZmK{}pgTdR?ZcjO&4$RuD!l_>m-~Qd6>?dmFZ0yZ z0GH3RjZ3V`7u^wqQ<>B!H2~s)FqZ_4q~`?OBKOOppG(btA542+P()-QnJhHquRiwR z3Jjno$AgZf4Oa<_3Q)o4e^T-c1aMZe&&(7T5xrNe^wh-_yi#JL9SNs!5o*5Nx|ey& z^Jkw|1u}Ao9|}KKsbMJ|hDatC=P+2j>BR}+y1PXS3quYUhWYPXW>dIx_LinKD~pq^ zc}nxoy(|@*a!syZLX+LA;WL6wu%wIU?L)}LNL^_M1j{uE*=wnF|BOXK@#W-E_K#+) zdP~yDFUb_rSqeA!VQ)aYBE&mR2yc&mTJS~yI-d89KM^F$9}xtWuAd7q>z(cJY6xq@UagdU1jiHatgH0fO8A#6q066ED8?`pj4Iv za3aYZZ>W4LF6T3c87v8_cO19AEPwCRvMSmTOfw{%)Diu$bRJz_nPZ)}NUm;O+xNKO z1SMN-jOwaa&!am5Hq<8h+D{bM=JI~W^|JlXYZJ&Lcu+iq98k$p;zos4e$*oyAvQF` zTd_0wd~Fedl*pHQFh$$B!(+3OGc}RJa`C~~VbG=9vK7Weds6_xV&%DEk@HrXNM7L6 zmwV*06UQCMy{%zLup_<}j$(H_can=S8)cdj357 z?M1eG9!#WD^t=Z$T-2XAX+9mHCD0s#T-`yRtgDgdNfd5YS+J6WCDN2cXupOC7Z&W} z7i>q=DOE8|tadZ*r8Sm!&XW)BZ>4u5R#HJds%M!1Bqe}Z2&)~qtB%j#yZ!lTYXI6s zkWP!5m(v@f&@$w$XXw4GPs7KUF%PSxe0o9B7Pjx9*h``5cxWPxAT!>lbHtdP=7boE zexpf6Zf`JfY~wvrKKk_~AoVMjsLq%qB7IchhP~MgYL^64c zS%Kx-OzJ~BN^+``-t6@B-#`VVG<;3Pm`9}2~(vz$lNF3gFCqq{js?Q9A%b-UgO{SHiq?JTG zLziuUjE)7GB>ba^X2Mx>od6BklK4H3pEPn)RB4pMlIU9<-8^rVM1Jz^$R<(EWZnBR zhIGR+x^$di^|P4d@H9pxn|FLL?d*J<&K%U(f%CnPNZX;mr4b8+E*utJh+lFB#3Y$+ z`Awy4Z~7#)5d(-um`E}U7=!2T?5Rac_6suZ>GVd}%tmzJB@eFJL;DJJB=2fZy!JvUAa|OW8Ol^>e zd0Kt6S??`pLFF;RB79D0%(Lbf3t!jAp^G|F_WH&%NaJy?Cke1A#(99_o5f0 zUG3q_clTlPcvvsz+L*&1<4I~iw$pJZnq3xjht_|P@|aGnH(9I~_kQ>a(+28!fW)@H|zc( z!4Hd3$>vmU6uT{jx^#Ym9NW%Eu&2|HU}>BW!S^;=LGS{)Xr0%I3g^ZK3VxBAX_6JM zp8_C;R|qsru=1?eRpz^}sk>>$^p|@bdD!Q#BUFmZ%uR&>p#B=z53caMjt=d*ke}OV z-?oL96&@hZabPj}=zA(R#9>R}QzZsLj-bZxqdkHB%0Yp0kUlc%C7#r_#jlr(?$22q zc&Ng)z8|Ld7=~t6B3hn{f+qhqtGlzU)Y}qwT7~&nLs(%}tDZ6nk(uodozrxnJe^E2 zcf!jx5QC+@X3r=vjF9>beSNGN;iu%L3Y(Utp3-&{82-VEU)$WAFWG~o0*q!U4!#%M z&y|DMnDDoq+;c0$2{y1BI*3Wxf(c><8+z66KC*vn>OWD87g&wvdmA4z;}v3A&|WV= zpzXVq_JG%weqkg7;{&%P5IUUtz>t7m%%hlIZ1xM@_?;0d*qrs-2RTwh1&-MV(-U2O zjiS5oV1)h{iN+fwQ%fiK#~-FK#NZf^N;j>yf}OGMPuF@Wy0*r zzn?^P+_4mFX9|F&+2g;n4;f z`;v#&WAiCra}#5r)VI`LRZOre4x#tE<0&_m3?T_08d*YDmCf;v(a>>SY+F^tPlhOo zL+LGNicCwo?7Et>I!Kd7NFc~qH>zpgR#-NyOjhrOQweW6?*5GhSTuw4XqUWPp?9eQ zb(N(~NY%gpTipV67=f7;(LWW;3X?eEL{0bXoD2=TAX!0;1_o8QhmhL(ElLg?h~vQU zy#iO*)P8JN5WUF~C*nPl85qKR8-mh$$Q`__oru{QsI#kw2A+=7LAjkdbGep{k_t@r zJ0>)>N4b&GfZZA8jW<(@B{zP=vfGGn$hy3WD1lct>@RripBz>x8H>EZ(#k8I{CFC8 z7qtl&20_r-E(aW@%8zixs#bW0T%5))TdV)SN8n`^LkyZLag=HMKrzYM!IJUC!9(x| z1y8^*AZ>og76t&2CfLN2055mPt>S+P8WHWel( z1Bzvw3KAXLVm%(;jae;JJ7Q+Ock@L_IM&lCnBtDI0dugN_DYszM&*oCRy3;H{EBpq0;Jf1+p2;kzMt%0$EU!1KQv)_=kQrdRj`S5ZV3 zJ5A0F4my~orot8Ew%#RBoAKEp77cJp3R~7?3WAI39)$Un5$5bYWxzOz8mxBk7^vD8 zWM*&`T3pUnfvJc&-D=e4=2{FDkkw8Ebu5gN3%h&`Cw?oa`7z#;TxYc zjO5&(&ll20kC@bA>#>sO1{f#;FALNP7iF>77HVu6X>MEcD~T2J-`8=fR5$GFiE6j5 zwNgNxRQb#0P7Dp=ZE)yAnko?#Z7C6ZIpQ6M?KqPF#@D44sFk9Y_O z+n7CKW%_L?{BaN`3yId8+ZGPFUjeykR@TY z=OCRg%1qGlzW>oDxT$oh@j+tn5dPAKwI_6i32Ng|Hj1X0p||S%;dgktx4CJWR6dD` zb~j>7251c}!ho7bU~S}I)uR!p%QL~?)9=@TAs5htop&g(xKs&xhL0VKL3_oH7vxMf zruN#QA5#rmhxs4CluYwSI=Pi1U)wyK8&0+2bEW?@k`d<4ZHbIQ$^&R_8nWw3iy>Ih zz{)e%8aaYkJQld61)!RzD&wuqa%fOv{m-eaS%E90PG_vL0Ur$7>^Zc%QNqr$ZwPbb zY02_!%+Ip?`_5iy9GA_sb$>+j&u2u<7^Y#}zc3!`@}`kZu==t8oe!iY;Afjo29S^b zBK=;X(Me>3z{mI@9mVByY*Uv_(*b_$?XXz<1slQ-AWcSQ$sbIa!!P<#f(W^dX=T6o zIuA__i$^Q}BcvO{b8~JqGRXkdTG|b00Fu|^ts$s}4;mDba(fT$_T-<5>-~UQjN)BC zP_MsJD)AJfC6l($=Zd>9X1zw_x@9qvv@Z}T81#xEK8gB$Z2ZEYOSm^172f6DS#vT+ zjQ$wvk$8;O!sf6?o|O1&@{9HI88;vzGj~1hi&z&^ z)M#Flqp)fwA$Q|`6}gY9ex!F$`c!UDU(r7n1;@n)s1Xlr*})*;BAFNyjL;m~zz|Xp zBWdeDw8NoS8hQ1^a^)~toP;H(#3nHI?Oc4*pz)h{iLVHb z^UDnjPuK`(N^E|d4$)<;97M<25SqDE{0e;v>r`Iqm*8;naco||^Yi^@^v(!`bCZov z@6H47T8!zHA3>z5X3zMd~)l4t-|FGt?C2 zEO^AATC>l z#XKN=^Rv4Qs%{=c<$vH8HikGOrredkogte255xKo;X;x|6!1G96fk|{CphY~1I;+y ziSYxlsI3@+0S$~>c`7*%I?-byT?RgaR(|;0D9vGDD%u^$?(&nwhY0!RUkth*a!Id~ zR^+58;d*!Ttj@$(#!onmsSr@_Sfp8MJWBp}+bBB-E z{P1Xc)iW_o;(2meqp^%u%?WE%*r*8@Gr&^b&N-)))gEb3Z2q|N z`QNSK(}ObI%-|mT8as~cVz=*t{;z`GS%!A58aJqn`^lslTOf<_iwN5+IApWiga;Hd zQzDKqR*+nyq{n&@O6RBzwugKIRs(w6WntKQn~C1ufmCn}^yd#MW8#-;^IYu(^WTO? ziy6$YpY9c}UsKCYv}}{it9~`zl1oa4_;n9jJvOUUDP`E%s8le!!GF=pU_aLKIrrFrA}P;ex6ySv3knsskgs8 zkWyh#ZNhyYij+XF{{vkAhXi^6b&s&8J`EKqLV@~}F~WY0m!m-spTk6Ycl_A+6~qzO zE{|akFJm(qk_7~sq`WkH9@TNvK72H@@FM|daFGeNthWl^5(CYX3s!|@i9S5?!Jacx z$7BLLE*YG^e7Gp01xMMWfvYe}eew%a#o1$mose2G(}mNt9*0dNnCK)0dsgJCF0Y8A zeljjYls#Q03XK`fi?gMTLhc<=3t&IL&8d;bweKC0r*La{a)l_6KR|s}lE=XnMKty4 zV3EG-)1wcUH@dq9UkP8fzRSzLI81rKyPShN<_Np$%gV|LjDC^!XRJfZSzIt_{^li_ zy;6(@y(wja`4^!ed6CFypaT~wlyoyZ*CmEQ&OJ+StIj3o<{_$~h%I(6ro^W_*9ykf zdN69)*QUD{FkUaSZdsoR39PSgd>OHrF0UqG*tDbHfR9Jn>rCuEWr%_FaKHhMKi&vq zf}IN92bDIOf6~V%adv4qf6wvQu-pJU{>gL)?)AFZ$x#tEmR-K$C!nKgs)KwCj4)-+ zs>sP_`Za^W<-q(-Ko@e&8%G?WqU`&ksM)8(v{{u2(`tHWvnC(aK&pNdRNmxH{gC|3 zHsuA*i--23Th&b|%mRkC45rN#xPJh9v>g4$=JhuiAb@x>Y{`OMZ73j+%_>el@f9rT z1qPm#TV8(%W*(`d+*S9aV75c;PDTulWxpvem6<_D*0g zZcRGc%K_?at+NEOjDYf9!mt*hBGg2{st$upcw92rM z8gY&lrJN#oI#)6=@W3se-D8HSu>omQH- z0qa=tc$+>LsY8UFSeld?*Fv*|3f@K0Eo^z5zcQt#({~j?krgpvb-$5Q!?gL z`{Gloga$R2VS*Xe8gOYiSX92hTq24SM@)|hY)W=$r%L|+qFVp0KGXx@ z5$U(3<_9tbYQ{e*jjf4wAld`TsX85EB(_`lW%bekE}~7m<;_ycN2an8260t!Z7Y0S z8g1@PlOq%+AuIw}=9R0!+hpucD)nnsTts(>>>Pjfobwlc!|KsP&7rBTo23duz{=0K zg{+dvD(UJm5^|2m7#W&Yd#02_IC2{7$Pe~S?0lo`Ae|9^$9IHgl zQYjkIbl|`7jFO`2$`Q9n7(xM)qScFr^7xpw9P)8fRGpAd8K8FimCm5sV-WzKmffZN zAXdu%S%-e#V0BSYi>Ivju?Zxn`r7eBQ1+8vHPkXW-?kzW{dM)$#ay10?;oBZ*ofF^ z=EL(05((x+=7q;Q9>dc9ORfE1y*0+heB94E-dGAVW>#(d&Hxo0iqgV3Kll_Atj(NT z9gZdR)7HPWLlR@l1^DPYDhB8CWJlYN3s3YjU5af$=(9|> z#r6ufs}uO>0*1+;kkEB_xLU|A*?o&{NSEikgtjF7@P;tqP=?;WMU}K`Sez_ zemF3VQZI-ly|yDlF*lr_@3qxYwU^d@F=cBh)!jtK=ePF*XcWqzHEu2x@Ya8MSpQ9_ zSn;Ej8TUI$;6vv&<9?q5;i4DC;s`2iz_wFPGp0C5flH%uHz&tul9}XQNhX=83U%x0 z%7l$*8g0!OXcoID`>4%BUUW;H*z|OnYiVSxj!A73)C)x2qpIc96j86)%Vuew#us|_TMEV!h3hsz}B9T~cL zA?C}>;KWru2bsysrfnP{r6Z~ya2H_6D{}2b3boY#_)Gt-pLMjA6FxleOvD6am*(Z% z=mwDiM9sn*P`5moE`mu51bHEmmGXfT2*`DXwW^tT4<(XS4B zP1CjbJv4~P{&-tQ#Qen?ksSgH({mJNZPg~c4d?;UZTSDW2$#wrHX2>!UeW|6)a;sA zB692LORzX!eqhpen9Lp!c)MF`zQ;(3b!h<%`sMdvKw+fbbrtVZ z6uwa>$>kP2<^+wdCcVWOveZy*w#P2AY6|nt>0P9Cxs_Laik<*b+fDa5K($qTXZtS; z6O)61(c(A~E|!CPI8gU}ue(<=a*_ShJ5k3@4r2#LwwSOi|LCqOsXSzkEY^~oAdG)} z^iakc_xvE2hBx<_Ybz_cPif7_SnyIei%5~f3d04^^^L0YW$PJu}oM|vm`|L^#FG8yB{Q3cY2h_Kz zD{D6$$rw=#B!0dLC7U0-x^BPwzOF~<7n4@RMQ3G;uy_+Lx*RTKQHuYUhWvkpuQtXO z^0>QOtV@Lf3$RiIr7Lsf>yUW4X z0Yqv@s{3OX^{Y`&$-3qH%x_9H!87WR1~NJ}jejR+`v!^BMt6}pmYB!9c{_v<+mYF7 zb!N!}FSpVTSMH=P>My2YL$X4r$h{{b5gYFot zB7W@yyj~d22@Zi40dp1G3a;ntq?wk!E1!)^#^?m`jNDZa8`9rBa$rb#zaSeH7b+zH zV}t+6qkxJ*DOa+FMU?0?JXbSM;Dt4C<-`v6-}_gD-d{Kth>ef#mA|MXlJo3GEmhO+ z`WF8$o%x2}u(Jf^u-_*=^aF(uur)hqA}}L#V23;V5r$#v77Xv!%dtvRB$pFE`}7>7 zbQLKGbLrE_CAac$E`kR)e|a}Fn(!(%^vH+=u%eGwoS#m`}7!(2_ua3H{MfqtDuI_Avwnz7~`xMu#;orNymPx;Gbd7{1dS1u02(mzf zj=(dfS&(jI_S0;?{WIfUN{{u;-jNm0N%~f+lp+@RQBovs)v~oIXX2^8&|;Mp1A$VsoPTw@KaWLfc5gXAYl1O5oTXo3m~ zUx<@f_AIGIZ%}VLNgJ0!dWxPbpozx5X46Mol|v9U$|Ks%nm!(d01$NTOh}tZyb`lL ze5T6&UkdtLRoZPAd3?!M=xF1|@8!3=kd0+6ZSzR)x0+u4i3R(fzgw)Q=2MgtaM_t{ zSyYyKR_0{AiS#1h#M$m8*tXcmHva}?1eRMrj&xFBZT%GZi5)yZ+L0_aPk22tvah&I z-R|B;%R4YY!I+^%sk{oOCVZZ85Rvs0-8W5jr@vp7TEWG!85a-^&7rJWat=*-VxLC1J5pByHduY9cx3 zgpP@(5Bs-0y6F^oKILKXKD4PPld5e8TXTXSZ)9GQS%D#2oKu;sj?bJv4a2mv&t$;T zdu4M~Y+8I*Dct1;v6$xvyU|5&wEt=8%m?dwt1`ADZ^eJb{LTsYyVbiXa$Vy1ai4wo zaLoe|eHiB0r)PvKYwv4Z7_0U<_y4ZPAOK%;`$Xs7iWKhXgtD(59Oh*S-i{p%-!4L_my=vpe0W~H^*MPU*pK<$u*=4~&L~%|s{qFQYP9UT1oLV=w z+qsFi7Yy8`wP1hrTd$SVS7oZVg^jS*sOp^^eZ$|biM0Abn~H-{aAKbN0>sI&)F5g5 zn~Kg_n?PQ1fh?`V+6NjHjSjHz$cTk3PS!Okp&JGHtVYfsG(^+Fm0@G4pi=R7FAn-~ z`0xIf@)|FG=a0X_wekG$^OC|YW9Vwjata@om<_iLHJ8Mo1C-Oyu=8~BI3f_8)$%X= z1l7jZ&wEqW?)PDstGB(?D3M|BtYi(leQ4Yf$9ndEACqBTeW+A*`{3$ey+#-^ddcPQ zUrsj@E>1{@me2tdqk__FS8UPQ{FFt~7<{(YrPqf*x`6y>Ws8lh<6rumj|q}X$2!_( zLizwKy=+gOtRr;lK?(p~5cYcLAAM_KV}ly1*Pi$J|MlJeAE|{X^t2;|yZsGzb~)lK zmpO>xo`@f}_QI<#VGvO{zH!m_;W~!tp8@^yF-PL--qc>jAw<2fbrL5myYX3AwAxo@ zHAI|d&TXtN((HCjKb7aIaYTdJhaa-7SDx+a9PHyA*E77-?_RVMRM)#mM|5;=qO?QU z)4J(yd>E80+q!w-)XM>wN`zGl*TjKK)d>u-=jm6sr7#=47#HDjclL=kG=jjZK68mG zb%61JnGYg6X{`z`wYoDievf--pxYP?4Q<~WG=-+$z=)H_`;4I;N=3E385t#LGbs}l z6R`jH_ZIjJhBpUy9g>(nDN(Mw?i;w#Q6{s1t?0Exn>y~RaTSJOmVk0bkD@efVA4#H z7lo$hzz&!f@$lIBb(-&dk1B4W8S_YMk8(L=Q(^Jd<5M(&C;7UNkA5+WYJxoUsC zTnXOTRF^Y~m-ULD(Z$5V8W{j6*4v13%od9I1gzLFC;D@(dnYKRA{ksNc}na| zxU!;b=xYUFdm|#wo%{m=r@9 z1(lE3a3Q}f!2)_jw1TC}uML<`fBz{oxzARn?|GOk2aeBnod4;b|KSbb-^?`l{GOPM z&wk?jK-yK<;{{*%S6L$uL|$cyta+RXRrrIz8sA!9YjyT$jYtv9(TWR(DQLT4i#dwPah3 z^!PUB;9V_UjAa_M^_3o~y}Z$*;4d7+sF@uGi&hA4Kh?S^n{0z;1>bYww>gLn)!w-z z%(ohw^eoRf1lyZtna$8lq*!1a$s|`G#H3|pmue5cIR{Y+;@4s|XkC{zxRuV150#?R zGd>zJz7IK$GKA-fWjV9+MJt4K}dP z&jVgM6!aJOHc@2{WZIDkrXI}75BXw)N`Z#n6q>e)XDP!@8z=Gb9+=~ z!$Ya8ykTwQpl^TO_%p=Z7eZ@%USfKTwbZy+h!Xrp7Ni(y&w$LstPLN_PQEmd>GI`A zi|pXh#o(F4_#OAv`K@jlBtv-YaI7_V(s^Eg`Th+TdR;hU&7*t2x49OBaKAXt|@`_ zRFp!A8IMAklG!deeY^KJ|Ic{rxZx-gsj?W|oPe@1q-= zFJ$%$`ZCVmS^Va7q~Sl=@Snl1R`T}#4MTd8hQ%Q=5vFT~@BrfzD`(HIj;V?&AYKu6 zHY=RcOqY*B0bW>8`+kQ-;6a=rs$E|_q*`c8MDhB0wHG%C%|OKlCeDnmp6Ud>v*5`Z zH_I63Y=5TL#Ep6#Duh@dLGvm`-dp^iUI_wn8;+Iq1isH&u?SOdA(|x5-4Eu{`7fJ> zU3LZir#W1vn9bg!AT&k|>yZ|2zYho~5$F%rVFUL5sw`g&z3(5z=%liJF4=v6R1+_| z9bhryUPISX&NL+m4=>3dSJ;iBzP)Uqj>W=h?wopR@KC;saC>HO z1pW~5QhsY21zFIBd{6)tCUD1ua6#6IcAbW6?@y!fV#i7=Y_7|P;bDx~ZEcL1_g>pU zGLFq}**giQT!q!ykS((OZA^Xm+pVhVk4U0DNka;Z-h*CZrHA#=<+=4l-gC7!XqC`e zQCn3-2mFfW5HWGA+5a1UfHy}nG7OlHBYnZf;V~N?kSZK0jANfbLi%#D*Dtb?T0fH7`y(06?4TZiz-O(|t^nVZM5#T%)3Dx&#tr%dK5O zq7roJO$W;YpKLa;es}l1KJXxliXQ2FV1^kGg|-2+`!=6v8P)H@wYJ#4zxf;1zT>BU zaY6QNq*OHp9h?6N9sofzkIwmU0Qzg^SL&F5Je0~jq!2=W-FL*yv{-B~4Q}5pa0|kQ zONl9}f#m;@efQ(a5()_-OFSoW1J@h<=Q9rljjLIuT8#tO35|R*lBK-c@#jNq#*>?( zw4(x`SEwBW*?#3n;i0;fGrg<+(yz+9p$LZ83+n@A%>1}MP#@s~tkIzSlza^Eu#W=n zhDDj=O^krZke6v_V&;Irr_m+U*!oS&Zwnz~c}LT~Dn#oTv{X^at)L1mmjkBt|K6}X zI^mkKP3ZDX-rWrUGz_>Sn#ro>ZAGXwCv^tb#%JOuWwTU|`;!%Igkxr&h6;Jb3vrI8 zKKJgex)W$ZD`sTtPgwWkLbw?M*|kdgr2GS~^>%-#_D&6^z@<+w!`4L{OUc(f|C zc-ZWh7}zYZL8JFQT1E@U%4t$f?d&YI@qDxv1e)A0TKSNdZbNZu0v(cz60>CD5tIX^ zT z{Ge3ap)!-Vx|W>y&p2l~?@ku-8#(qxGed;-N!2qd z3?063@6l>PXbQ#-2mOpN-rM?!Z}XKmMs<#N{Drid+S%>?Z@)VmX#2Fn?yq~@uaN)p zhs_NGY%$;)&_xG(R8|0Uz`98Fk`Q_7HBASfKct zN|Uj{=5JQr8D5P$==_8Rq6MbDZL0Fm6Y8$&`|3~oc>g4is78cbia0^ta?M}gNq zw#R{Lq?2s^cl!V+b2#L8QYO+2Ck3RAg90xaZ`s}Qn@1+6>Y@ z)RIGuidGuQDvT~mMxUTBlNS2T;KH9Wj4;PwFV{>~t&kecQLb2PY2;Wshk6vppADKh z=-UK?!FK<&|DhCYATuJy&!a}k(-aanO1~6~=e-(8aCH*Z81kD{IWmd|1;6+y^)e{g z?wyNx!XH^k^gKm5QsGSQV9Xji#ogCA;HvmZ#11xzWE%IYt24*!)@haL0Voq|-H&Op zF}_p_3pnzu;tde|e6t!<080HqBfnJRz^0@3Kl<*2CQW}{)yXZMg;rjUsZL~(w}nrd zNgQaot3R4q0{Spotj2VG_(Qyv}#tAd3{uxc=mJDk41rZ)c1W%e^|WN#$`*R3|hs0C`a@k5^e-az%B;Pq58R z$XPNw_1fZkI%SmThkbX5<~uhl-uvNUW=})qCl0jhL%5Gndb!=LvtQ}C zOnSi)(0BRu(f{gqven(ZT7#l%o*zaA@Co24uP;`rqy_xCu8M%he6sD6h1>j2U zRW&QjgKzXZw}fR?Tnfhg#OR5G?-k+mg47}*Q6nnP%D^K%m+DVx$3W==4g%caxzBKqlbKnjp5p43|Rg@-A?Rh_fuAGBv;X)7QMn9AvdeXb!aF zcV{aRn2ViU1=0q!7f1V3JFOpFqyHSE23UF=65rQp?4S*EXnxIi$_P6^Z{0dy1?{cJ z1&IJfVQz?RGtJO=N0B+h*l5!N1@K42Fff3MFkJK9tkj1ir=gkoLB$|5$oR)q>Y=qy z{i}^BuU!1YJbHQbO3Q^EU>mRN9DOaBD32D-h%>27s8a&dLhNv*^+eK0#fLO&XIShP z3y#wZ9R>xppi{nO2!$F&NZW#co-4dI$X^sZpmu;mR&`AOG@ZcO^smB$BB(%)RX<>?J&HL<}-JCBQ0idxa(M53Scst z?&84L7Aa}hxMe8@O%weoS?RZl{?CzNy7|yHF;*~EcTPI<{e4>KaR2Vxq5#bHt+?T7 zN9}!FUmu+usKhlt+rL8b_w(>EB_MR@D#J0#{t?Lq*U z^hD0~%Lj|-cuGM=_ferA8;QBZ=26KwN7pKa1&q;fdI>j&AiVwf=9mlnv^&>iSx~W8 zY5+LjAjP!a9&FwN`orONDUeDGLkn3Mh!Ukin+~2uZ`d3ASvsdgjIo~A5WiymQy@gO zbdb87p4}fwFYi;~Rbq$FpPwhj5Z#`~9XgsSvUd4)t(3x=TxI zU=d`U(rF`&D~+)%;mZE4xUT|I7hB7L9uhE^;Tl`{WJ#v*!tam$;<+gu zZWvfTna10AUkZEL)4!>5*8JL4x!5SC=2TR&NQM;RX~1#49DGEt()co)aq{mfM05gf z{@PlV1l~PlwO8ANdBZrKG0dkARmc$*E5fkNN`5z10?nIvtT}DH`UW6D(gP+tCkLlW znInM&$a$HVv|9~ko1N}NUe|r!o1sBG%h-AIo3 zbkd9ecwm6zqF*`<_!36;pQEG@bGu!z3@G$6Vd}&&4C`)CLRo-h+Ikm_khonZ#lzHX zx0m#&)tXx38G8&-Ied7DhQs|9EdreKC_NB%n=Q>RhW36t@R{1TFVvWTZ4L+4qad7A zJ12`Etc+wjruWCneboJunQtW0F072*{xVO=ajd5)z8v805}YbP0)dUj{KrpUb-h4F zRKp`kY{d}+zr4NQ1jEy)?!4>}T;j#lb+W*tbvSat$ZaAK8T8@BnmFovDa!g_*7ryX z1VCoe+1~yE*poS%EAW^;xCMh~;fJ2fQ1dcllR^hH7dIwur9$l?GGLf{&lLbx_4 zdAlH)b^G%(YxFtI0xK1H1&S@=zVlN1 z&LCei3%DVw`g*&)+Ah8FWGOr4UqqhzyZWlmP1!%?^PGh$8;mgQ`{QXzolEaD&?{6c zs=%k4z1=P9RIReLs$@V#V1giEl(GAhAYhDP;y_33kGKb>0Eur@UNhXDSI$eTN9)X; z|8ASkx8{i2xVc?(yO#CdG_7hL=r4rgG#077xZ=(!500&v#7$vt}}g z9Jp4K^!PfbGt|1L$w+Job>g19Ohi$rvBYpu7h#OCx>OtHyFRJFq%d;NR(+ zW*VEX<4!f6?6`jAGDP2Q5b+;{?H*f5fX{B!8IOdakQK|MCnP4ac|BieWZ-_TnNFl^ z*bg8E2L}^*-_ND77<&n9J+YyNF8YbZwh-YN%FbC-qJMJVqIZzaIxBzA6SOz3jg*>= zu<~-pUwYc0R|WlPVkin7i#EzSfD-OH@i1OtH&fLBx}l%JS+-QKi;)4iM<;{1eVJzal9BBS3tB2)n-Mzbl#%h+~ZrL zk$%Ag!-={}USH+%@2MZ7JB&Ag_~GJelMtSz4ac0E9&*Ex413mMyu*EhE;6@Q3?_`c z2vhvyXZ_#1ULN4bdW_>SN)VkTg4@}FM^x(Lq1V()A65KV2V+{gq&P3W8Y&>Nym5Xo z=Fsme`Tc9PdW0I6{fU$wnKplk#+gusp5jd%Q3Y3R1NA`Uj4C|L+ZeX9JXjqSd-_g(j<4y)fdS(;f;n z41X1A7H_|!5N*wqfSU*nic(utSKUR;v z=N^`0gDk?@Ut6PrFGHon&&KTopI)XjwYa0&pqOj$P&615sqyb9E)exJBujMuxD&eq zM4NfWwbw>Vu}8%&gB)&n@8FT?6$4(X&zw&i_aBdM_jub+Z>@!5aF13XE2cf3Oz~0$ z07OUs%5ra0nmUWcMFHAy1w9Fra|Nt?^<>8O;ChBt{z=YtTZ542)=c%3XQ8Q|@Lyn# zP9o@E({yYowW?#T*^LvN_cg$WTQl-5Vtk-1BDwqlOg7eJZ{MLx4%fsPS3V=cm<$*4 zuRNwpC|#(zc%!zf%$Bg}gu=YXRhOPV!#9KaW|l{J>W&7tIc&$H{@S zVvMu*#+QimQ~pXAv|G zQsyld_>O+EYBb2OGwMj@G^_M=liw3QuC~zaj>x+BK6_8}ulNza0Pvv@_i*XC94a8) z8kq|!C`7w2Q~)ht?Ivn}r}$XmKo)-MVwM3Oa_hBp;qelT+-m;RjjSY#Qy+c5FL8CC zgZ00}hSyy_ydqletxaP&^gS^!hZ)GDc^ZV%qmqzH5oLUd(k6J0WJ>$q_?`cthRR5(W8dx2v6uEZG1J!xR#==TiMJn;0!AG%t#4h0ogCA9OfyH)wJfMldI%~FHd z96yDh35cZVVC;(pv~{xizcmh_5ZYtKvaP2U%cBZ>Z4n z;H~R>(jNwdXK4&NY7;y<0DgnVD7dwj=yyYgezN7Fg~VuGM($s<83TX8@4qqV)P9p; zwdy~eF#HLH9|`tG$!*_HKqIF#&ZKcO-3k_k9rOc8xqxq|qVCRvtL1rJ51gxY;nzaF ziGj*{n-xVqI5-IRJ=))oBH&H&`8Pk$YPnd-VYL)S#6ePB5bH|4(?Fm%%e5RjsJZ5F=uB-1iv2dElv(|D z0_MvX-)iFG`(5qoWoM8-+{AK@+T9uDnG-s!3i~uB0w)5fw9?xwZFo|~j>QD@*%gVR z5>I$cVz^LUaaIJACcO7oF+eXu=QQy6H__&I!Dpj9`q|1obIhTnvu zpC{8EAByNZY51gR6JXwutIs^lXTOQwpxhO~X{q2fd1#P$K2Jsn$voKmDqLP+P2T27 z1MZmAC6ga6Lx{bPBL|t-IzmzC%35;H!^sDWU8WJ_H3J{w_S;mJ`WD`05OY^Sw4*dpr-CC?P|LhiDcK6>Gkh236?&NC!J?P#vdb zkf&m~5?Y=7&nNF`&q&N`YLdx7dL@abHwjSeJPz<<-~Vd0FWNHPa+E?>+J(W&k7{z~ z4A)X1URA35$54QJL{9vRV=Qa%SX*4Yf7Bw9ME8yn_R<91US8HB5M9HHihSoFj-Cf! zGQYYXX5vs^xY^>cQ&h%}p{UNbGX1+$;r^T_Bj9xoC&*8N9=&(5Pkj+ldnE(Y!lt$r z6uqP(NBy)={tk%5M~@nq3ce-z@u$75l+v-C-GuLb?6`UKoyV@&EOhzwaX|V&^i$oN zjC}uHld?Di$Y(a;|NEDK*MUG=ras3=2b0N^2yw>qixM}A?4Wd^dL^M@nAVEt5--=B4Bk+*@z18E_*By9%{`eQ)Q zwm#fkmRJB#?KN8d5zn=Jy0TqNO2b`&G)P^$)0tIlb;RD?4s56+@ksILSYCeSsDeVl z=n0s`W&IH;Si5q1-Kv^$9!=c{np2V@i5QNOC{LZZ!Dtngi1*Tk2)fQu!^3W%h4ys^ zodN}3hsjd4FX~e~sJ_RQv}CIf5c75m0=6-ZKB%!%@XcY4j(plr5Wt(}%4Y&QTRH0u z>{i+kyEHLBtUcEyH4XS|#208nL;lohv1wA+rApW`)?aU0EM%Cehi+0oAf#`Y+psJ1 z55R*dSL9b}dCg(^0DMlYa}j?_ZgJ5F+W_iH}uX@2*3n7Eg+SV!dx zE}=#=@wMw*)&`ofd&)XP*m#NM;IEZP?W9oqU~`7ZQkp{&yVx+8pD~# z`)4u@5*{-TJUFWElxDnXA!zzZzr)bB-8>#q_W+7|t! zXHk^38b-3b4&GlxYMkQavr`W$o(E_x9AbILgHFw!*80kg>X(0)vD}a$_G^l-5Mc3K zR&#l4HD;WCp$yjL;|4WxqRhR<`0OWC`M5 zUHfJ1&d^r9&86>HKIto2IXgadkES2~&1I=-lbo6bb!K}Fw~2Q>bTtK4^1k2US_?2b z>nu`0dIo;PCl-&pRw^ksw^Dk&vOAINyNOuies#-U{%k1|+`5R?NwY%OfKALixhR-3 zH#Xk;3&$<>gsz>47d4opFySH+Y;#|088XENecf^RZfUhSf%Ge=(O6ZDC4amOPI=MW zKVec`Z6dTs$+F9t9rtaO^yOtFlfhl6qe)?WKwZ0P+HHVE#K9HQeKAu!^iX>ByDEiv zsCw_8<8y<7HaDs*g$65pxTS4_}k1=&S9a1y;_-mbfn=d$1*(_me&22Eb^-7kjh?}CpSYBjkf#x6Zu6BEd*A( zuR*=GK7KNSclbv|-|W!MopUg_q05!d?A%z|8=K@53iI5Z?XT9_9KNO|(cCOncjK@X z%)c|Mzx4UYke-Fz_A-1&Oj~)0U%uQ5rbl$Z1b7az|TWtC~f#+=W?bUtL zuk6>gy83k8@I`a5|AxS7*IMMhj4qe@cyGrUeRgLhBk8ZRz45S89U1{acPXb;A7dp> z!Z=)HeV)Sc3;{1D&GFWdLypa~t?TKG!>eX(h0_y^J|Xg@A5j|`$K4}ykZ5}as{%U9 zGfy>EVf-z$E55Z5P!O&6tE&0mMPMdp$9cNr@p?o$AezLu@hq^;3f>D?D2~bA-Pr#~ z#fAPnNZae%!>BsuC*4_L8Q9c)z4~Ya&)VFnM;opBMk;6|xrH|VZgm=12#+T*ZI!3# zY1Wk`C3B+-Z)zsabRR4;_X$w;YZm;yo$Tb5EIWME_RsJY-!Z^b`YiCMK^L$0bAq4_ zD1^`DtAw+QOjCs{T$*P)lJfj74Z9Lv;}+}iG^ey>*~5;e);nOs#&;H*e@HT&KUI zek6r9g+nOXQ^BCR8N+z-VX#5t9U6PY4w1oRQE?EpiiOb_cex{f@+B~XDtSpPQ(xai zlJ~TCe}-r=GZK6ERqTVMi! z9wtTQeSeB*+tcN&-AR!*rQJlBqv$ehWc0xj)BYjSzp*z)6N=i^t*tbTMqE;2i-wNjXPTgVn1>0ofJEiQ@jcgiU8TQ}ZG&5;Or zh?!{uV1DZ?q)DJ)xS&eU4%AlQ{@}FG{Cmr2M~whOQidQ&s1*kNFBCN&UfE?R=z6QZ zH)9g(>0R8|4a-6;tex$ zb+{G=jtStCpN+d4OPg>61mgx<8`#)IfI-!s`1xYBS8v3j0x=V*IZr*{IBP@LBXLiO z9{75K)OJ6ed17<@Oby8I;PR$S#`{xJ`i9D1BAZ+uB0c(+S!o@R4+$#o89^J1F!tnR z8}YkjDDiQ6xYa6YaV9mm#>iHby3x+Hg(tbh#gL@t&UtfCCqSdQjn@9PBr?Evb?H`3 z%sQ|KEwHDxPPDY1M7$|=vv_F{BL;k{0DP=^Q-Czj&BZwh`Oxg#z(Zde8GU^HHwuU%-o42KK(H3Z2~+Q zA&}_uf?aH>dC28t+#JFt!%i#Qm?nD$VDxO#M=qcqocE2S$Fl)#VfcwsAs&Z~yh0W2 z`E*cy2IK2Q<^&W3&?S9#tcjA`>qkfv1%2v|9_q1Kid<_u<-&M4i{qn+cc*uMEYoV} z@Qq^`^>8c(KR7ncj}06_my2GQK72}Qqpd=(tusw0!pdIodp|MpE{dY{hH#A=A9IpF z`nI$tHd`!r;O(sd@)VKdao$4hzHwDHpZhJEJm1{vYPwX>Wye+bYJ-`vE)^>5d)QX@ z-88RV&j;rxO0>8{41SyKM*EfPFIFy@j{zy8p7npXJAe3PqevrRC~{af2H5EG7uYvX z=$#g@j*Q4#W<%vG7p){5zgGa%7q$Wh~Mk~G1&cQbpszdF+$ zrl$k$K^B9Xq4(ED3Pb}5x^_#Cy?7%iZ$YDBB8^H!h$GxQ!hgaOML4!AjA}g+p*#!qDXDN$c=7kB9dZTpC;^nXRp-dk&?$x^w{%P* zc`0Hvx2gLUI7Ahxw?9>wE;ONL87ig2RQqa)R5|nB)Puta^-=QOmV?Su!d92z1{jnf-RsU^*+9VxlLB*H$yP{q zaMX^~pmU={>OeWfPptI=tf=XT7Z969%Z69?nlcSMBI3B0zLPs@*mUHyIq;{U$h+w0EeDI@1 zBlDTmKpKS(ash-VpLM0Etj5}TET5Sc1ou~DoDg=h5IuU>^JxgS8lo8AXBRMKrFDM6 zA!EKs=x};mM}r{i)KI%M(&wS+rBq4&$PeE_aQJ*4a*(mpo=TR3HYD|hmj;M?bwQt(53?2Bq zpyo>Le1f0*7!y|w`jJzMT&vDTr8ooNp9~{ih+?IffH|FYkI36O*@>&8!d_$EzgA0m zcdjnH=?H88I}2+W>LVJQBo!G!}Q5%WAOgSDaKmrC>Y~o zReIg6KGpD~}VU2L#W2%g8x89xt$IwU_t(%P1r8V0naa@SbhPKDP#Z}sIE~BZU;|)GVJq?4nj9;{w=S4yP@nUvPX_ zdH`@d=ovDymi%E`o=PDw-I)5?#BnX%wr0l)=2FNW#{EzQ0MSJ0!I+W7A?N-9O?W#f z+nNdV7eH`^tio86ExM9zB{=x#I;o7%NEe(Ib5m|Xpx!XYD_BXKsW~hXhr~w4Dnb<_0j#Xo7+zICDK+tu9wk6HAT^3}cNw%sWfrdvW%B43&l$iuL!PPlZ=6z!q(xoCxE+V}j*HqD`mMSagae?5vGKd5+ z*B*K*+>o!o$nXaL!swy&ZUiF|{6(a+or4|Ef@thP9&)8)UHWu zQY4{&j6D)Mc`yc=rCWr90S(#nJ`7+IRXtw;GeP4) zKRJ4(mN&W5&WqsuG#2HMGfO2U5RHEC|06APx)eBZ`wB0_lqaUKXo+44%xE@K(-tb4 zS4;+%FUFhBImy;tmYeJvj1sPzxsPcloHXUGml6vUlg9}I=n4w{aHvp+Piq`s2zTvq zwFp}VKltY~4|i;&sK37w%be!Bwpwn=A$-n_SmP3{gPzsg5>4hYDJPg1bH*|Jk;d6o zwv29q@Xt@9xqim0RuK4~6QuZ8A`e~u-z6`vMm7?~1(!Q!}!^O>{f`kefcCo@& z{z(?xZQEoe*5V!4IKXyB!|aq+g71+aGC(6=TU1xWcD7eSa9oy%KnRNgGty?gwXUFm zG@e-vC+XsFDpOnQug9R{O0D6*QkC{sG&Psa>sPK8PKX}QKl<<-Wn;7lr#~Ji=YfqZ zvotQGN+^3$WIxEKv7vOk8taVnHryaCU#F*Qza>83qz7yr=nEJuO(7!t^;Rw`(Q zl-ZhZ*oRhm1%{-6>I~Tm`1&Rg(QyJ-6@a6mkUmcmI6Mj_IoclnQ1(0P;JDb%( z0&ZSSlG)2fH)Io=7V(<*|Bg?}@Q;oK9Fn8?*`Ej0Bnu^S!!rg;%`uwymIHE22! zE$cIpV&=bCX}nD2fBO|#%Yb2Z@qBjoYc(pZkRbWPQBNf{i%xsk{RY;`W}q1zty2Fy zTI0g$qOf+5M>b1}L_|Gi)Un-CahgOD-~PBqfrGqfBILHHfTCPx`~2(9G~R(p$GTyL z=(;9(R6qhOMCAv7b4IwmtfEc?p&$-OXYWAw$r(I0Wz#|3GGYI%du0{~pl+i37uph1 zKg0*u|AQ|#(GN5j_a6nVsZDVH-TPne*U1&s8#EOK%7QEUyH=CTLLoeMynOiiT<~Jg zHT;LcKg&&KaL5Bkomvs*zA99vv)GjR6}IE**U+}L*XaDWb!<;g#M ziK)!jUnfYZaPYl%X6;2Y#;#7NV-YTS6dWsZL2r$k`=bwk=9qcEd*OihzU`1EHZAzP zNOc<9-`$FYBQbaH8OPTz{vBAMa8Fd)8&WM*56(uA+4}~h0psP)_A!P@I*BF3oX;t5 zsliseoM))JM$8o*tG_6(n-R${&z)`QTT`cRcvolUBTywehF9Zz%vU~Vqv>vS$sd0? zp^@joBQQHigLSx5QU-CMLqY@Tka&Z8HX_fAoX!&E61<|us(*7;9+EhHkjfECv&Oe6 z+$yfcpys`ONe4=Kd8A*RWwX#u0(2p}=h*9a*q$faC-S*ZqZ!0Ie+uymX!moZJ zr~bOmB3i}47RL&e%CJf9@U7zsKujfMr0;X(0(O#47qL_l&zh=f29xJ<3`k?d_%#M+ zKR;A2tpi=Azd$rdgRph^V{!KER98}9ZMBb_c3=a?A{lbl=T;uxL!kgPpQmHVoO$r7 zG<=*?EMCc+@gShOJn<5_GpeHsbh+&;vlKs`lPeQ&6-rnBUjC6oCY&C0&l=TwF=&7! z%Rda3wK2(fW1yFUkjgNV?*+N{lFPoJ*Kl+8BX{q_1eBE$Fx$6>x>+Rfd!zU0&RgF} zCZr;yWqD{6$GqjQH6^+x} zJ-xvO(9^0g;5z&$2{vEn=SXU~5Wd9cFZgkPHit+X1pi^^sU(G-_5DV|EV|ff z=?otBJl?8eSz_N#EJ6h8+xd3tZ0L`9Me%aFWFM(M15({ZuJ4*?H{+7U#tNGNR|b76yC05WHu;!ys0+?$^jBIRT)*cTavVXQYh#4LXj zm4fK9%dd8l(ArLB%0;I%Sh;&hey;#L?jvucVGBzJ-LC4o%GpWJi&AX5BZp80Lp~}S zClng9*Ko!94%?~d`_xnJI&{d@1VYFEuUtJa$5=c1%| z_Go04R857ec;XI4h}87td8ZB%pK~^U8why}l&DcF+G0Wb)_C%L+c=0Ynp-K~loXXE z`c)VJ=Iz&-MSBddt4QqRACkYH-S(Aw!L$Vu9^@S9vZlBFFYO%yJ>5AtSx(&c-GNrP zQ!k}JT{fJ61BL+=Jf+go6USYq)_ek(pvIUp(Z=G=jS3M zGf#Sptw5XT#mZMjRe56{@VF`gxOB8Q094i%twJWnJeFJfX&ME#IlP&R40edCy#WGP z<=iiumcaMN*+jM^Say%Gep!3FrTKcyPzQ_DCowxfr;yY@9)$Vx;|+u5cY)iy@cOU2 z(V$aOc^Zv$3lSh`N4ukZk;|aDwQ17r*%$4?riRW~V)<89L2|9{-41;AZgQPG;rrr5 zO)`irq?HB&fBp_Z&(AtOrW(d!2>(bFrSgbIb_jqkAueJsWz-0V*F2k!OqjDAipjq7 zNycrFDOlzEPMJypH=Qzu<1Z^iu|?(j`AhTeifA=MePW))Z6BRAqfX7&`FBc+DxT~~ zeZ*gTQ5OOx9b=mMYC)bSe)v+B-(!ZW-XE)3)oCLFOE#wFbtfg)t3*2XPd!CG`q~uH zBy)S{7K7j|+5^UUReiyEhigFcpy@AXN;mU*yghv|@Bty1z<#q4@J8xTDWqo8a=Qck z;@BMi4h|vOby)xfE^6n|kn_3K*|S4O*5fq*D|7GUKp;)X{WElLL|={yg8ZWC2l70crC!EX)85Dz5jGz!xShMB98YL4ZJ3(INZ)qEqBt5QYc zj@$QApu+@td9nN$lXJ}1#rsQr8icG@5Q}3*^Hzg|Ci1Cj{1~9mTKQcv%gJ^t2O36r z6+F1f^>J+~)GZ+U$iIj^f+NC{{G|pBP;>23qhG%{V+4BvJ*&E`=YjtT@Ax3jR|g!# zVJ>MItMzMFLP)Nvm-;`3HI7)q4s~bmUHRIN2N$t>; zYPgGv<8V-uU3Dk=vf()QBe831Aqp1{=K%U?K}=0w-wNqFaprzF@Hc`FYj6veBdw z)Z%9Ftr+>B+HWe1F*oNb=5$qbS$5-a;r;+-NGwyQ z&<0|5ZxJ2LaO>&U8r^T)y3DMP4Zm0_tP|qNp76IgV8`7rdn6%kkHh^zWgPN4#E2{S zolD)i2g{nu;sg!VAPj5{%Zx)AWPmxNCdERkW?GOI>EyL-I2xO5!^X}~WAzyvhJbgJ zAyVD?A^WX;>L)eOd|u01P|ex&mhYhwzG#d(Uo(RkLoq!lzysHTg?9wr+H1x#o42f# zpRk8eRO0{*bYjz-chc0kQ{49>VzwIdQg)PU;c#W(_{w|>6B#qEI(+o~5}AyDCEiL* zT`3=n#)(Br8A==5amR(V&(Vr2YpY>}02!&%ONOa(+x4LeUDO^&RQDOWOAl#_<%#m{!ZOIpV0 zA+NUFH=l{IbY7nwI`~@`*!aW-i)^S)0hc}>GbUpn3ssJdnuyF@ zr9P5;)2J7YkvGmekoC~o0#rre6P5Qjcl_=HMFQHojcWW*HA{?`dA{jgmUSKpf^G}K zSj+x3c!m`piG)c0os68mH?P8$8M3ZC@bL4k5eY6zES9ld()$dPnsmJ3nwZ`RBpSS$ zPTn4?Q{2qMAsSSo!DN9A34W>3+V8al{`()Aksp!|CN2@2Cw@2%RIHIf2A|I#CZnGT z@#gkpQafx4WW?Wcg(zBK92LG=iaeGkMU)_lFU2LQ5@XvH^-3Pyfx27gmjNtG_3Y5(G|ECFxZsD=VzF#h9ajI(2^4mk9LPN zv{2C{w%BS?{%LgHI>mF{k;_fBujYoM+3bLQ571@#4T{OoP}*VmOJO^>n9P8T#b}F! zX{ytN-kX^>WuEwnXyZzzu@iv-R(x`+-hR8o3E3tvb&XP#ufr^jhrm6%WPxp>xQLy4 z9riZyW{H^9|C}|+AOLMqSe=Z?!X{=6xjn*)v&a(lZTNTMJ>)(O@^=Aq(l0WcGzF?NqYHqqNgHPs+||%@(qHR$$S&M@aPG96lp$Zm|Twi z*I>x)Bb(Kx`3B1z+{^y1!ij|9n~*lR-VeL?Eqo}|?DM56ZC1nuYVS*&BPXsN);o`0 zuJzLD)az$QRb6r5XjCdBG&{fYIKBh6$YZ~Y7hh`k`!QMJ$oS=)?ffYN!Kqxve{ZQ7 zmkSLxKxl2+d#c1G>a&K62uRG0xH^Z#aO)unmb-U{X4#?|`8XNk{S=&B^s}yOLok_5 zkXctfA)Ap{FNHU$e*cB3rC4scAO>tQl)4&_Xu(s+Vf{HcjA}c9NRYQbrlT;4O;UwP zQqFM6Efqg*VY8iBK-rg;8{CmoVhx7|N9#1@Vz#USBKn?1?P6qU|C@e~=Xn;35|z{$ z2}on$gb0kTF_n+E7ZZ)ESn2O;mt6Z06gGqtV#2ae5E&P-Lv9JhNdNXw3WFP6^)@y;R zPeIZT-*}p9hgxFymJHKVb7j%BrHl*n5)asHxWZC#>LoR!!>sF?PM*ff zf@{lEFWAj;-EdYsezc*<+$$GsNeQ(p$T2DJ_WizjD)btgl%u!u06F_kQ-wn8 z&FgFg)?D5nP9{N6qmKvDit0Cik|i>c6|pf>8y#{a29A;%?F7kixC!Ylysuu=IdcMx zT4i=P3_f%|wQ1p!*2(m!t!L&}U<_b9)_8v_Wb(Za6G0a+_(g(tuvYi6>W_zDdk!;= z#7Pe}q*U#>E3vhe=-6IrQ25|v8+x!T$L#dZrKo{6-?z%j?w?fC@*E5;t|kzZF!uS{ zh`!Xxg}{@y2I}-`%pn)o84-`T;#^aV=^1l_T_p09U%CunD+? zwLzC3YcefR!OtqQ37s1ZlEAd3?{ppcS zEgL9aIRz2HTw=5qmu<sBS+ z+1V5uBgI%!y+NSu-|}(!IJfTFU>M|})Sai*vRUIIRYdQGlC-&y%4+snwF5CjFmMR=oN>cMP((P2aASWe?$W$=8Kd)!G8D<4=f0c(-AGiA~4X#@-bs^RVIb{cK?_?sgA-f9RB!+HCCgGF922Y^qU-FDx_a)wvnWXXJ8Sd=< zHAM`IqaHXIc9e)F{rr@|V7|AyZyrXRZul}Yy;{%kc5?NXMxwIN1WVnp3Rni)tSb9I z-GU|yIQ8=}5kEKa%ATF6CVV)0-stYo!6BsqY1}Ras*0hkBvesTwldnoemwjpOX(XI z;}>Zme>ta^X-}i_v6^Cu3?ps(-=vicy_Da-HVeH53#@42O8ka1V_f;eHQrYY3{IQ; zV>w+S3O=w_;#6;ZeDXcMd+7Z_S`qR={HCHAga8~2GpzVL>GTHcGuERR@ep)1&LV9p zGq05|By=_66fHu`?*6GC4`P zq7eN3?8lyRl@@HaD0tnA*3oVIk<^iLmU^Nw|#tT&lx zmP&pUA5Xq0#u=a)EgrM;@fQjs#s)ZcDi%!*H*dTrO<9{vSm(?KEI-7LQF{|u$Fl2G z9jT7dFD?4U#(W{?A6IGr+EcF|i-$e_VV4gnca!kc6&Z%A9N*S7Ot!77q8oOqt%6?T z=y9LFcn2ui{Fhw-$ppjp!_nL@)l;dP=7Ucg_S{R~uyD)spS^n3S=UX^%7)}mbM71L z#?@{cUknR$aR7f1b#wR3Q0TsDr9v`vtah#CMU))%n~d>J;rQ@oO16HHF0TebD=A+s z`Q(M?VrZhu-D~XE4#34)*f6WMuzxRIqUpb0^gt<2BRV}gT|K<6TJ!kB*~-zh7Ynbt z(V?oCBt11aP;P}>!-qy-)rExsyiAxHxCgeyMRf6QY5)xM%Pa7PaCk40_NS6{+UHtw zyO*Hd?}vZ`85B-!`h8pLYuDdLProyDm2=AAkCbm=_nQ%}e^%m2WLWZ%PI$j1y#hEm zxc3rZz*!NleHi3GXNY6{>7bs#wLD*oGJP(CW8yq)xA^%zy;+SPPNA*5=}e%Rv;KME ze#^q5o8u2JI=cF4Fkom?Lr0HN;T%bR{)FNw)}y0KeSQXk@w*V=jM`PHKEJ1Wt*vLo z15j{9n5!y!hfVnfbG`l0GU!AJRPQR*@K45)`5)TlPb)3tsDsT7siic=W!x%&T_bLS zyht7d&7Y7K(troUv~E#@Er0F|f>#4@K;5`abh5-CPVeZnA7|b@ZGzz zy5`%u9f{v&F%6_|YKCOs0V2qpFh(@HebHV~!6m(mmts?F^-eo(>>-PtNT^GpG;h_hfJ?DIc9Tv7?Y*LDS0P_*M%hNa==v*>jwqYeeWZ^5CT zy(OSShkqM*NdW8NNW&R7yi(yzavV)v|Fz-E)xc5du&JBYk|wpCljC*@&Jgo#?zs6w z)0e$zBkA{*UrfwR&(!~BqP-{YaJPVbB_AvB*Di)e_2-_>m;y^FA+ZSwx5uG}*Wsjmlo=m@eH$twq_p0BxD_=9V^^;z;)IA&{i!ByFs5deW-MA&tp*$LIiq= zd1-zd$nHm^3ZJYGPNtf_1HjKjaeLdh1bpFPY-&@&r=qK#!x%}%%k}X8H%m}S|xivpBQ;1?( zOG(y`r(?SYK(FH^yYmZfdR-Cd*b6T2kfNdO{kuD>&(8AsmCOi&67Rv6a`~0?2;jH! z`B~ZzVwQ^K(xhJ(p}@onyHEMPD%I0iKu$skl+RlSL6N>VM{tqpJc{kk;sSK^sI>ww zt~YVNL%jm11N#UdVZ?H{m3gXSBZ9xoi?dS6Rgn^Iq5_4}H1w5+(Q40Z{LD?t@^#E@ z-8bKk>#+7d7Og)Wsw8OGi<@_P25Ob7G+eE$l1PNMGWgztUEo!mR|p(@E#Ijwh^8dE z3AvBB^di1l>z-Q&llJ)OS%0Jc{^v_>eFq2KJbov3tQl{cotN6kSrzBQ8k?7UF{VO+7%%Cp_3Zea{lg@lmb(Lrh& zIzkfo5W6VpR!w}!KGD~W*%o5a6nd=@)_b5 zON*Ih=n8HbK(K@5^z$BULPp&p3A^g2%x$P`jqWGH^nr*iy4H(#I_3mS`93b+WWV$a z;i{l5WV9u(;*0Az!<#fx2S>G;Y-8~CRDB@_3|;g`@RgjIzVSoZ05c?ZzRhtB-gqY- z>Yy)nQ3?mwBBaw%6n#{|CqsrRJdOA$RQ{N@A?WRWrI1Vp5iDLYbRKW|a?MK%SHH>} z7EZH!CKdIPu&UQ;7~}|KVey6QvH#jL;{Fn{*&tOl@d}u0@Oy&%>-U~5+SsT%+RrMh z+8C1B*_u0Hr1;O(lj1}Z3Wp$s_uDUUFFLc7Vbb~ln0Sl&f?j@#b^iEG&>;9Rp_4mh4Ll`U3FoXu@TbFXXojzHZ3tcc z=T3)J_XF4Q&s0%a$PmWRcj?x8F%Qn^q+WAp;r`_DcCMOgS~R7IA~cuYJruv1KVgyN z5~gN{>DWmO(Z$?aKOBw;mj=sH+rN+M6{g(x7E0^CautpI-AqGX;!{}F%HHC@$XO1^ zPwzB1K3!5t4pM9T5sj@)+|89S0=Ff9_l%Qmy2w=3rJ(8#;+r}S`S_3m<@Q54q;1`f zEEEZxRmC;>j`!ap=`n}85CPm+)_!9J4{oOdI5&lGN|(c#*wzqa4NDs$0Oajh@rwBM z(Z7n1!GViZ^B=Ho;JrqGy)Vfp$HMzC6GcSWRoG%Yz4-=Q*OR6wK(V#-0YvGdn7gc7++Z=FwHogj835Jx>)<5lbr@W540e$6KR-E zs0EQy-VHTR9&eo$NC$*ti2_62^k<(qfIsG{n=s0MRWBS>%pcRA-Nur-`e=G2e7Bjde7j5NI&V8ORxF!M(fJq$eqz(^JW=w0#8PLB0>4GMt zJyqk80a-vxNGe>u?}|?#Rn~CX_jbXvIyjz~vwk4Xp<}NB-7qj`a@f_P6m(DP& zukMB6)qWB8nMLW0p(UK~ZsL-p7@329%jWh&d&0{F{mddEd{*ucCm)8HMZ93A0*0AM z7P^cAZK8Zk?qo;uTR&YY4%mDdM`8$~G7iemIp(zXr9Z~o8l3u}_G3z&z^|zAW;SGR z{;)`ro!vO5Ivwa|tgKJW93%4?Tr}1UWea8z{HgkQCb>-_HQq$=9-3s7^RhKcm&oNv zIE?1}DT#{z~hA1@(du10c29RFD zOfYkG#?QA5;NuM4le0s(mzU_h6XkxD^FK-O!!gW{dG`BWVmjHjrgK*={>D;zO=1Y- zZqe|E212!$vGnkiepF3RGi4=L1KGKM>d85y8R=;@*zH70v*;{K!8AJeeMGpRla%4JXVj@WX*`D2Ht%+3-yKCUlu+{i`qA>Ui8pD3>(@JpaQ@Gk{n~~I8p+{0`;SZ55zh~zW}=mpSO3bVr-Cyg}qMJ(avd>a(bofB&{ zL;)Kx2;>Ix_ogHM*()<-Hx5p9jWj-b^yD&AeD*Td3tUcYX>j+j=&%X)X;1Y&zjimK zW>3pd&ZxEzv^VKX(}D+84R7%bIXIcmnRR$aTpA8G|m5Um=%BkW7=-xOU5URv*r}^4*qM-*Zx6L~j z*V!#{ceJtXZh*BF8IZR(U*`Ph%EDg!n`QiX&sRzzbhW*7jPFqqm1lW2dREOqVjM(` zFGYO8W1f>YAhG0KyVYX0;nu#!O<|#3KeiJp4eQcOSLM5V3KAO!^*}xq19uYv5SxNb zjN^RI+p~m4@FZQ-d0PV+#h6e!^w#y;Vkb(2N{OYv~i|=_yeWQCC&Q zhy0HDH^f?aW)H?si8nmbJ4M^|d115mp2&a5fQ>pM$)FWsN2G|RU633}bdKCsSKA*P z#(oqKOa7h0`(*@rAOwxQHoUGC^vePa>Rg`a2OuBCz}F~?k)iv+j=swjDO03^rTJXd=fC_gKb~5B z>kEygx<(^ls_R2dRnMF}(MJOMFqq8~E~;rD0Vx<}IAA1EB!vT^ja3Z7>CP+MSv7_L zB)o;Z?$ye2-?-8l=sy}HIN*hHx-;h~rt}j3!XB>87?Ad?X6_0U&LuMYVBu&sQ(^JAVAiF5OZ&5*1vVny+c$&XR~|Sa~AL^$QLh%sP{^ zn7(MG69g?ufsKhQAOW>J0Z6Fe5*Ylc)`pcX>2CYGN7e*b!NuT)8CdV$Jp%`4N^r190=I>40&bXYnLM8jAdT!aiReGA?$=2oyzb) zhIc1V9JVu8NV{p%${IMmGA*}OLGLmdqVtTw_$sdw_s!k19K?#U{r{*`6`|EpYu)W& zz>jWfW!2+k*-#RvsP;x~g3;j>czsmA|j_lNV6n*{jv%+nwe z5UlrkkS>}~nO6`^$c;;{BSnwyds{)o6H%Wqk;cYUpF!ruhi!}GAIlSecD{0mQ<+R{ z@lVuLk2YaCrJ2b;?h{Ono}FwbMzEY@#k zFKL7g`#_r=f7zmPe`+4FJ)Es_BxQJG91d&DwuyYU38O?V*K0#Wf~hLA{EqZcs6j#l zAI>Nj-q~*h_0O?!R)%mui$lGV=Ecq>*i}wxAIx_`g~+6G+?x4`?x(C*$;{2I&-*~s z&Dj?OHe^x=A12Ak)Mcv*8Z|x;oml4k+H)X+%@y|{@rk@&I3v_u zp*q!P_YSB>WQiZ=P{g*}a)btUNBe8K>Wj$`NwVfRC#q_1>e_eQN;|TAzi9q>G5rq{ z`FBpy5u7<;rgJZ0i&Mack;AO*Ge#VsbUJ}%LH)@e?d;gLyk2)bH;zV8#^@}s9#RSG zU~cDq2pj&bf)pZnwz2c`)z)$RZZT4J#KOs=8JpNZSzDg8qnlEu2A&Zt6uo*sOLkKt z0Y3E3)K|$ocd^==!5of0&<2d~hgXt$_?KFl1bV30h z7|Ptp1~^lr@mW*<6weB+;hq9!atT$o;JfR;qJL|BK#__dLlcB)9Dg;~f=UK4m5kk6 zY`GlN*k$aSQ>uW7NKIjzgxd}X8-M3Gd&FbxzMf-EgfsbeXy!SV>5)$=b9rxfO$yKP z3AF;nN4xYLZtwdy%iB=0-0O0ynkVWQ+pt3aF0_r-rMrXXIu{@;ZxgI;%5Sc(*aoO+ zaCusRw9!mkVK_@Xjlcde@YR3BiGSldR!YdyCsgnvlsi*1M-1$kYyZ@X1e}vPaVz7a z3`16k6wFmcj|?^f#gyfK-qEAU2`cKBPG>Nc`7#e98$+jv2`v<^4)I_f^YfVnM|y?r zOR)fSMDUoxKD~!=PS5i1HHB&H0n|#OXD-Q zhpn8X`x)l@XiW9o(u1K^x-^ed)x#fn{2G;r=g)FjEMQ*B{o!Uo=OXjq$PO48e{jK@ z-yysV*Zz2cod z`2^mqM!EZP?{kW5EV|2$gg26pAsM+Oi>%yqe*7K6fe{D0j#Udi_2IuW7pc{7gn)y$ zwgp(>XA+BM9-~YSQ$1V)cDDWM1WV zf+%p|9})${tx-uuNDUjisJdL&-4*~h@Rolhq@sQD)dF8)eTvewxu-*;A3V^ElA*c6N9%UTYTR_WP} z*zZS|UpbBr6I%_eiH#cY!13&fg*?ESG zkFCx>`X?Df0XNT6O@@65EpJ+QwqJp&+llwDKHTOw-#zvY#9GaOe<$YJ1wmP?u+rfb z>+vPpe%4Q*0NJQyunap~N>R(`IECm4Ym5#T^~ModoN^CBd7aLz{pQ43XG{*TcO3?7 zwM`OTq#_eruY}_91n+QZrH0xURzE(U{`L1!Mg+i*eto5AAahf#h6Q+Ot1$6FJEu2e zW%vjaYFJQBeAgY>zjY>3_NwzjTW*Gv3YppCMVrD2g(L18ZJhvnYZOrokpu6P$?=%5 z9VAHWm;w&ioG8Tt-erA?Zjr!~&uTC)QO|=1y70SFusOs-1fX;@kB{Uu6XV?24sWFO zKLJfX?jq8Wj*>3x`ufv{@AkDw6WK&;{|;L_a>6~Kd|Tj z00nFS>58>xxZpj5Fr~|yj(%kHtCy@$D4*brd}4T?ygFbKxuzq%Y~Ja7G_Z7I~{&*%LawwnEPe>XPG1?PS%Ueb&|2Ve*(lc*;?b z7|MhDVg>$+0=@`)I2b$PN*}Gz&yXk=u?p+!ni|+rNbLYuDEz@?`+J64BQ-{cf0x^T zdYC11gAHA~U$-L%%nFbS`LQcK%BugUUeTXkmToVv&QkA&+VOb$TQfWX@+*TGRBCI%EnNo zOQLATA7hNP3Kh2Ay$y|B!3*a~hvHaDQ)>R(~ zc6Rn-Hy$&rdgGfVg-o$mTqZQ(IZ$|)Eg8>uYq7*a*(9Qk-)woP)>~F9x_)Zhx(Xk|;xD0jQT$)U z`rpaU4wHF!;r2McL)f>{CH5OZY$wb=n^bju`T+a6vsBgxO>$^9nR*_pgWL1tV+c7G z;HG@XX=J%k*1tPBm~(g+p|7ST7&=;lWiLdbjmP%EymJVbpOd=f-UV;Hch4zgkAI|Uyn>4ei}KQmD(?m5)quI=GJ;S_+T+Q??q6b6QezhRaeJ| z!p*rcojL^W;l_($*&quZaJ7(gINQ@RminN@+a=1yTPw0sn)&e5_rD6zzm-C!r1E7! zz?w{Jp6?EvKBLzqnR;@>&S=?PA@jSyyM$ds(K?)oqVostS3V){d>mNZh|}x3 z#H?=n64-4NFzh8#rJyF?ka8!^w3dBBVJ69jE+8f29Y;q#M3Y{J$Eoq7)#jeMmVvby zHRh`57CzBSl(*5z%7!;y#?t#2136fL;89%9ku65J>#oQY;S^zDEGR$6G#97kHj^vX z*UMEplY~UHvEMNuek=Og<8h>#i%sb-fR1rih2Qy_3YFeWJX;buS8m4rX6PG->qF(_ z`W5MgpD<$3EINn8pZD|RjRF-~y#bAJ!O+cCddL_*8w2x>O7Mon%J1SKbiMogu1 zk&$|Icj%hfo9VFcp7D|r$qf=p0h>5-_x#^iZ4F=xKi09b-zxqEz+KD|5kuDeEy6vJ z3RgZ-8%;>-7Yo)wA)@3I&gE9~_)HO8&}}EdXN)XfRZsVhykC1onWzQ8B6UQQWM3I4qKLj8Y~Fw`x8$;yqzu%+vnq$R}tiVh-K>T zjx8boWU+7C;vNn>d_w8VRB|(2E~Sd1$Gnn@+!m}^c3v@rSE$BTGvS1klWs9Wl;i82 zGW)B(Q~WoQFjdbKmbcgUj_WGy!7IcAE!X*@hbiiB))X*Ih_9) z@wUmOWlUv$0mcO$bjFtgqa@P2DD%ejwCO_dTcG-#o(D`jq+kE~|8BAIi{la@CU zRt)`2Qh2Gh+ZP=G*OT#wvhE55q0Ehc^hXo0lunHXIvnUU+_DzQ#D`&H?`DT}M{Pr# zy*7hnVe+(mUdM6+BNJ89Z-Nygup=38Jo(sKFs*$k90%$Pl!)?357_dRnZNwd>lY_F z`9g!+%7}-b_IR(*?(<#l&>01`Ox^jjk!xVQFzuU;k2)K%7osHYQlLfwIqBVov5grqD`v~!|) zig5LJqS=jCn1Gb}PwKdj0+GR&D9*onZkvW5jDKx3XsWs4`3Iq%S=p~%Kh{V6cl_&j zS{EY%5kL*eT0UbMlgNU0zT;8OZ&I4gM>~OWq54 zx(GOradRzfBtTaE`UUZnFLIH9wQE&Cn*Db+!t`|#j+(;>c<;gffwt6$VA5sx;)#L! z`MvEG7jf^?xAk)zPevLNGm!x;miB&g=AKRRJRcmqGBAB-cd^8xf|IG4uz4W}IUC}M z!A|kBY$)o(T#D0LE7Wih9IkgS0E1|^b~dakU#ixN_zFK)&;a^utmz8HeaTg$w4km4 z3QyqOVth^??Ol))j5+E5(=q;6{q?(Cgc|aaCJ5_CE zYrQr6h2(&~nAOYXx43vQJXRGDVaXU>{1fxpT7v?=?D&-W6V~N(;Sv|Mhla0?LBMuK z;@&$FV$?m@ee*w!?a1Hi3zo{j&{Hr}x3S9z{@JShhw5M@+528kJywj2Zud zmTcwqv=;|O3V_fZLwX5jSh*jjmp>ySSc;t99`)AcSUx59_0a@eP+rvghe(;(7rb#HXAm?)8^$Zw zi4HS$3QR4WK7sppVk9hm|&!g2<&+3?K_g*#XeCBG9!pdokTOcjQSDIa$mv*h6*x!SoX z;DVtk@5zG9*VfN)2UYAvJb*r**^ehs5=$%rHN%0lMDhQPj(_pC#BQD7n(s~aOMNvf z-c$f%-F$lua$gG(L~tS&iOEs4nGJEe<{in|lr;*l=VJy6*b!ck&&4}Mks=|UneWj0 zl%llb?JrqU&D5i?fzV{>wC}S2EvAdJXTe{oVT&^~ zmDjiQ+`LKN^#EBDM3IEEkMbZMm*>>Wzdulh=R z+ATI>Iqnt$MaHe$&PO@ zl+846T(4%bNJeD8GraKQMY?x)pr!`@IH}(%hSAnhWEDVomuxo@uDR8sMZ|@wug-JHvnr_hX4$b91 z3{5#bo`3UMwO*o(+hu4YRL=HYD=P3hw-~5Cf{Z3uRRqN;{w9Y!TiQ?n*eD;)#$B5w zAB?!+z_WZtTV^%vmf~_@+G^y=UmDKrRNNZeqgw@nPODw314a{?}sk?9c7G1YKq#r!_XKjFVQ2Mm7 za$ZL~Sn8U`I5$M8BNhq@y6Q04O`gf7!R9d^gofk-t3MN>>W~-oNDEYou z6C~nm3yA(N`-DWETwf{2OB(=aU%K0P2~o2hUl{*)+T-6EYtcK_8Ql=tigGazd|0Yb zhxw4&Ac7BsAv>bYK8j=mME_W`Lv6&!s-D+^7UgjSseDbETR|v5+Oz9ZZH0%MBFE!; z4fbT2R>leGn_Gf|ROw>ABzW+Z>ClzrkYcRVN+t@J1*TVQh-^B0%EP=D3o4LN>6Iz& zUqgSBe-47mwxDAal-F%!(VXMFP@N2;EQmd{eyd zZsJsnYo3(B(r$wR=>_-$}=KYCVD3?{I0iGYCVh}2Th5~?G#qR3}@wj ztHLCpMtxv^P4}$`72wAG4GN0shviWXG5;UachW<*O#k!ZIg68sD?80jJR*+et&&)CKP2@dxO*d#J%GI(d6SB*F^^u;8EOrQ*?mT2COGOenigm zycl&^ZHs}!BYiW+DgcS04}Ks;wisPlKtTbvF5Ek2XWb_}P_FZA=JC5HeynH0AJCZQ zl_ur(jb>b!BNX#Bx*wNGUab&)SLuh;^Zw$J0hK0ogOu7kZ=z4H|O#1kN zIWJ;HG?#^45YD+n_7tD}F9~5`FlWN|I*j1p{6jt^8dJ@FX)PPrI~ZE2XOTTW*iWP| ztrZGG{#bxhW3nhFt)Yk2v{sOozxJVk1r}gr@qX*`^m*Uf%SJKXgj*@kjL9!FYG}d} zmP~6DIf9Chy>^*5Mq%FJCaiOcJLR}PKnZp!*{??}@n{*%_kCAVCZ?RPGDiQ;G{(Ph zTJC*65|E8rM7mWXyR9WN7^(%!g2uj<);c%U`Ip80{#8RGy({;b1aKD0wNScmF z-z;M1Xt3K8T4JrT9v;WTE;s^b9k4hsC7AsM43tTN`lx{F?5;KL*H^f}uKHgq?N|W& ztWXwXn=k!1vk7d*-FRLtFuQcp&fv;`K!HU(r@M`nm?3v}X<*Dg?oMV^GFZU7G@c3ow$t;iH5l z)*L4esTHBGLfk1De6m4KCKLdv{oJN8U9*c!c))y{S9Cq>?3H{RchBm){U&)?EIh!5 z<~Qg#F?&o#$ok{2ROKgo{oyInvy1jcEWoBtJQxA;8~_hX*VWLrKzgzG(`#0B#68Sm z4VK0r&Mnt4SmIatFMvh-iiLU9oT&yIN|jHUz#PZ}L;HIL{1E6-RHp5T8zm&5Ert4J zbkA0c!_kbdwY7pIEx3Z>VGsufIt`GoFO`Q}j{BGJLZEki;z5<36F0k4Ll4AZ(Xynl zMn5s?!;%jJb6Sav=jVEDZwd>++hF*xw;zgt$8JE+MzsnEa%0aLONDW7>*-L(wQmI@=Loq#Az~m4oOU83Y-J8`tL;&}uqs!rybVf-Q zuY3f2vxhtZmovnf78N~@Y@lk|?C0!ya zrdG64lGHfPr zrpvabmNCgo(icT;40hf9jD)X|s3ZIUdl0t`tzHl`2NRaUJ6df5RM0{_gTJPfySVos^H_ki#TIZ^ zeS!eXrQOXiNl^k5QP|J7pNQEAn~hlQ)ewS^_(6Pk9tjZdKg9N5)TImw#+2PpE)P&l zg8f!NL{RfK;?rdPVE^`Ui?E0A&u10K{nA%3qj^g^zuuajBOyO?-=JWq;r#lB85JXa zf&c@3LykxgbkIaXH=aHJWNg)LrrI7xWiG_?I=DC=slJb|!vQvpr=)MLMPF9}!72Fbzugkwbt%2^imunp`Bl`U7f-YG5B0H z%(6|Oe~o8HkegkWIL@FSpUz=>vrz~2Q_1Q3 z)Q+WoC4zwZn7x2q-QFe#&R3F7c0};vNnjMNmBBaW1p5tv!u#X*$60zr13gqt+Y1Y` zMHf>_)g$Cy1LxhoYV;?RKM0{fy7{&`xU6=W9+kwUwe-8zIsMib!D%7lYR=>Q(0hDU zA-qNA*(Q<*r&XKo^C(G+Gwp|q;&89r0=c}!Gimc1_>6`qUH7B{PKfrP4VRt9O>WJj zJFUE?p0v*tZ^&FS5h8qNoWA!hM&p6mk@10t1bYdBJ1okiNdf$`vayVZ9B+rz3z zK3dt_tz@?Oa23Ce>m18)N89evJ|lEgD&CTbXluN9O)@wDTJ5T2eL@*b7UPS=UaX!rXGqI+HLhSza>~0flP>n>%f$K7`z?NW1#O;I(T_69UlP2Py6RS&1B=4q z#$mn*tQ_{Yev$<=27Mdj<3OFG1|w9U>i6}a^y=5KNUcDzCv}y;$;JG>ATx;(og8 z&o$v>ee1~W zi)6nP*3q@u&dF78r-z$cs5&eZB`Sw$X`Uz`#DWw_!|`gFpc^cx1iOxY7Lvp5R+jkk zNVpwIAXz|-iOLY)XZp(^+ShP9nlMP1bT}kNtOkeH9=RpXy1&~}!cYDKc2rW>?EXuN zeZ^)ei4k%RGd$a7GJ3FY8*ur0;~eUb#^Nlfh+%8|xc6r3O`sS{({+uT=7~s$gfiC^ zOE;RK32j;GL*Etf0Zcbwsu%A_ZZzlSm+D&63*6~O6F7ElJ`4nP75;>%u{d-CIcuh{ z8-HZUD0#yte2s+uvTIX1?t%)m@C8Qk1_F-YE%SX)@ngH3Y^p(`yjsF|v)Wz}8XPQ5 zsLZv|Y?`0QE~LAq_nUH|UQ_>$7-CEZ%KKxL^MRXMw(t755V!_8Ko^3S9FS&jpJ6IV zK*As>Mx4DBll&I9Xeq|InRYZ&(I8=^2D*zZSQ%2W3!=|VV;``L1K52ZCm`s-|LRw?chu%laoIH42s^!d5Fn)#c9OTHZFA?sgGicXdLyyR^w&I?u3zALnWiKGNYBpqi( z2>vZYtd|Kttk$f`InWTE{#UR5IkY}lV;mHoL;ZX7_9P6{=E*L_3^a3(4Ep)Jgcft+ zNAx8!VGcW{nWZ?!U(y8li+Rc%*)5~%(OBCapXad_PeePntK15Q1Bt-k9&*NAUI!kp z-*6Oh<$B%3Z9xO7{L#bs;5)U-iQLEn2Ni2K!n5)uvubU`>kPkDK;9f(6^@r z861QZC&DO>(ixKMe?8DcO72XJl;Do~rJ*^?6yf;UW}aPyMC{%c+e}{H`c40|U$4Ir zb%ETvK}1tFn&muZ(VzNkvl$EzxhP62Z})BOK@`k+_LK^36Fh3CdIwM!2bIW*6W=3! z3?bHZQgOb;p}3+U2X(TLt-Z`+X zSgt6V8=C}gqpt&VP3REf>qKV&Y_M<*ZZ0+u zMChs!go1F!1Z&tEOt7Qc`&}(jth3c!#y~g;9?y2QOIr* zS~)&_0cQ9puYi55K>KJnNhm%c=1!3I8<>n>NwqZMoSWx|juLgLqHG+pyGV7mF{-;n znct>*ZkvcHO79Rcw%_QJgO!H5-wB}wmxF#tKR0PIhTNhSx;7W|97B|j(+h+rv0&g! ziqE0pgg~*Cqlx82OUGx$us^~vH_aM`#||qNRCbp-GXjf!dmUo7Zyhg%$mK8ey1FE* z6Od^)^aOrMww88FLmT?Sf>QEm#H-7y^A9JrzGv)F*nUm3)S$Rl7;@b=MHesRGZOXe z&jSEK*l7py<{Rl5C=3~w6j z>Y)<`{l-uHGO(^LFAci8oPQV z5=|1GX={n+t&)xlmjAc}9+U}HMwl3*d;f5jbmh8O?X8UDY09LIiXa*b*(@#S``Fsj z!tb=C1P1btSU{Sx1GSG0B@0mlW)D%ZZmq1P@Few?Xd{->xX$-{TvuKQC0KcqOc8nv zVF51OGr@?%Oyhxm{Wn})(`%HD~Zy?P6a*V8n5bB>JvxF|w9i!LB+35buTk0k8e5s!KlNFu$T zL1i>yzZ~J2LH88w@l;YHPx-n%U;T*e{`{MxP>3d|R8QHYvSlY%MSFrR(~F!F$rWxY ztz9>=oFK;@NEY}nFxAA+{cV;*#VE6 z+gG`AJfL@Z3AsP#9!oCa@uhtQl~;uOrtp&%^j?XCo&?}g|D25hqmV8q;*^SuV8kuf z@O{I)Qe2#tdvZ}|(I{;l)I|qs^*IC*DV9zW*!G#J($F%VR+}zP?E1iID^p{*g>QmAyEo2r0)q`KhWfRK z`X|MOg)KY3UfclqRcwc=*Ya3#-R$~Jbxh|t6)%dH7a{ypX4b8>AOr^>c42YG+3m9^ zLLIM#;&B!xm_w(+QXC|AL1ng4sjCd>agmnxowRVTM8}uc4k_$T7NrWEwSJ}ib@JP& zycSsfyNjI?n$+42;#KKgPUbeS;KkpFiLP!}t%RL&K25GK*%RZs4o~e0UA%XYw|#%h zC2V(AW{0!9JS#Ywqe^h&eD$an1`k~-Z1gM9aY+8kP5>K9k>Sm^T@y@-gG-@SJ-bun zz)yl%;nFZ!FY3#PQ(a+yu{KBrnL|q#j^9g+Dt85fka5Tw>YOkwyiz81xZUP8L&$aU z_LEDIP>b*i-i2T3ku#Ap`4{9p9v*=Y6p*(o%R%F<;bQiBu_1T`J?+3~MQL}}6m44U zWo2U(znvH5HEb!jZ;M`N%GPAc(sWUgyhfqv!FR`~AK#G6JjYo=8#j>T(Dr%=L>@qD zz}T>m1YTGSp~Ct*2;mnIF5c=~&oZb-3S#M1Pb07)2yUkZ^Fe-_DuM#NI>3>-LU3BO z7rplR%7?ogwha4|kw$U#T?{-7Y;ds&%ZDe%nG$G(Barsh7Fyb_Bu#59Ul*qZ4~4vH zN^$LR$+WdUOn#VazeS?*2I$#Qk`UpOUeMPTsWORFH8Vg-qMalOTt$nj$s2p*R*Abe%l$a1_=q(Hcu6{tdH+tr z;B#R`nt(zDhD)NY11(O{)9h!wRr$n+Xuyg-Vz3ww*<64x*>4cKuNDu2tyxfo&_GMb36t13BE2aXf+xv;{6)3b*HtGY@8`wb{ydoif=Sh)!efT9ON6b>-qS~d8O|bMo?c`6*J95S(`}sFcHCp=M=s04Q<2U z8MwmM0nvnPaE)$hQ7iKl%#ic&|IIu8dGvA8+K}>gEJZvpFa;_MmYx+w!!1#NAwW0S z;Km5?TrfzRx8cv^!HAnHCelvMvWgX+=Zx@_F_gpaeiPfe{1&5myX*6BzR}C#NOvt^ zPS&o8j&4KBQ}Xe7wHsJLRrvnS+n3?*iWO~t#vymQ+pfk_bJ=a?v(>SnxC~n0T#xc3 z3&*d%@Vhr+Qzhr#T^Knqcy%-){B=L-A~4!c(Ub>1Z;YW+kA^=-nZxZIx1#kYHfOfu zgqVt@6)v1UR((B&8(4N)8GwDZwGXv(V6eJOH?ivMBie}}5LxD(P57VQe4=_=*4Gn0 z2*x9B8K^(j#Nbjv={={dPk>`bEd#3;1yvFLKxA65jpqH9nLb6y5xoQr4akJz)x%lf z`_J=AACKrC<}(e4CTthN7!q-!TH16>c_6l}j~0iIRz^%m_Ab$HLHjK4^lPpR>`c@* z(?`_WuNWmo&il~-^efF$<|Zh@K*O=h>n$Ms|COzh8f!vjW$5Pi+2Bjo;UV~zk*MCs z7_b=&3jOR4sBkpV@cU#S>(&a*G^?e8 zzt{uR_0vK!@5(5O1LNzZ>iY?IyVxC8x!>In06aok`{-ezkc3*eVN?{2c1@cjrG3wY zmXI_BkC4sMB-tg$L`K))MBN+#5cAM(u9o`ryKDPn@-vMMDb(OA|4NgMrBg$pu_{A|1=TGRS~PqctLOeK6n~X&d$y|tmnwlN z{U!|!6xM1E$B$m^xEG;6K`riq-t9x6IbJ|yk8P9GO+?GeJ2*sJA5u8B;zdo|f9RoKjZ|cM zQ2cQ+zjQO@1}oax3#Q(BY{@HqX6L0j3roI(3DvZMh5%Fv=$bIB!TfM9iUR(c7 z1KKd&cZVHi3HGH?NJ*u7)L6)>)LvFB-0+jz-?8>68QGaH_e*Ptk{WzUZ3%o10jKw+ z2h=LWA0Uvcz)Vzf#T>dRD2&ASKJI!L9fHTY+EG5uVLd6y zo*p{e92jvStXr~Btmx<$;GPsok2h>65pO-^w#D22mQ|TQeSDYSIjq5xs>_>>EGJk4 zc?2J=Elz;kqK}f59~LP5Nsc?i(0~kxDPLxZTW@lvtMct^nO-El#Ct8Yh{JiLD=tO~ z4rs;9x@HaNac!oc5_E&WwwD8~*ey<`#IJa3xxxDz?DAPEF*3Z4FVAk{D|}S4)x>dw zK8oU!81KU?p%9dBV^y4Af}7y@fbCPXKvmdV6b-w*iPk*%7$5i8C{QGrSK6qV7LSzh zT*y?zRass=J>JhTqjG?HYx13(CTVB@kV!h{ELl;H(D_&mXt_JGIkZSu+X#dZ<}=mO zfp!D+%}2CYTX*B3ia%qk2(H`zjnTD0+69`Gn+)&mI8lutA|6&$nxnPogZse2yBzcq zg-`~cQJu;|jX#;LNf=P_K;7grmY$U_#8vDEP#kI@WGq*A(|n(v;n9lS@-3}-UvZ!&>}>{?@Y`2I@$X+~zl|R~$xg|70CI2*jL0Ts zC^DlY9UN6>q6ZkCRB(I%t^oVf5(=>hUx;x(+sfJvV2$^=S&jqGxqXW{mF}Y~6w%dd zS8tv>a~~kfr6u7^D;n$9Qo4##60N&+$ETy|jaIU8+mBD~P;n4}L;hg4zspX(kNhEx@(-55U{s3{IeV^*9`gZ@c)(o9Jb zFZi?il-6Lu0#e_KjS|}u^=xx;re~$oFbtynj}ut`MAgsT#GV&X3a-HcQw`QA#@ zu;5igct33fqmNp42n0C}RsoXBzn=d(4~$7z_yaC(Xe|FtqThZ;vNU}3M#v4UI-95- z;3x7^{PbGtK2Wbnoe?mVCg5vArL~2az5dX}09#)_W9x8+R4M^8X~NNNWhnCZP;M5v zm6bZwoB1@n-?@!_2e0j0SfJ%XQN-WBfsKK;bi^Rlpx$>*+dTLsG`{v}j(Kwkeui|B z@-HT`H~D0jaA zN>KvOtt!X_$IHtBL(N){0fzecB3@!AF^?L{c;ytf^YtzzR${vIH9tY6l#`X{OuQlLFAgOJ28P9fFj!Xd|ZWG`T_ zTC3u`yfQ!yv;VV)!qL+l87806g4+}zWa}xFW779wB`djvZMkwbl-TXMi)J7KR!~lw zfZna#n{4=*f!ls|nw8aVROP!JYc^{FseGjbnHYx0%S;gM0%sWvZ74Cm757$nd5Gr{h>o zgPE^zF+T-3-NXCf>K=-(cX z29}WvRpb5fpx1mQECk;md=`EIJ9Py}6XF@f0p>g~+a9*-)I z#uT_dnLY!K)u^kmk!$dMyRz^Oe3}uxINI9CdwMN!eCH372%jYixGFhy@LA4Ch{|8pC)FDC|VJzpAYA=m8+M~x$g;FR>Gyxq=His_(FLyUIfB~nQd0p*Lp86GM zXxVcQQNwNRfrn;_nG!qI(9whT`|wdZTZIos16r6K>>xK(4SM&~Nkj|Qq`a#}E38{n z;=Gi!`HkItNWs1hL~y@!`Y3^1TW1d6?{Bg6{S!*JO|*?SeEIDxF{A?}-DV5*I*1Fw zrGBz8`kjv3b~~*X#+a1kf}Eyz4#0efDfc7Ja^^lue5wwO_1qs`1lpW)(`-#&; zG3YT6W@Y8{iLU?o6;!|-Bu%IY-KL?&8d98+OP+-_&XHbX;>oM5kP$`}C^Gr9+;7d# zXM}yuKAmNL;jvGHSWC3a_XoD^k8FMOKRFMBR}Ho~odi8w1ResNeGAhmH^67Q_XaRV z?23+dZzg%~>Ad%KU*JlI4kqQ(E9kriYU>+7KvCEtjPi(ee|?6{u(6gs{JunTNAKd-P8FhuP}&X z@F__L2#8H^VQ6b{@!Dbl@tlbJa)4L&?{goDXO8^_(=)5w)^GrYOgxvP6C@Nvn|2MfHuHBNYgV zlsYZ1hu~k|u__mS-yYLYU12B=aE-wu%d-Y}9lNoS{6M0H2e@?}Ov8P2+`zqJc!nd$ zqj83!!KRYj{+vQ%RpGc;?HG1aZb81Hivx3L_MxLCi}cj3UrTY?^YQ{0 zWpN824#k(2luyUSCtn)1OkLC7o2({5_Px|MGCYp%T{#^aCf}1J313gvUr4PhE-by* z-%s8^dq#3OA+wiHOS6Cd?bK4pzjyinV6hCBndc|)j_{}-f5z9gGG=3Nln_vPiFRVGQ0=;_o-SrnQqu;?5uAD4+-KPe>I9cksmw{t^ z1qNfY6_W-Ebjuw^tG2hdtGx-U6AdrSTB8{1edP3|q?&-Y^Rgni^{XnXs#>u6y1IE* ztR{PhN5*^{6d%4Jw2Q~+9=Hwe{EwyG3nQmJU}!Iq-&Z z*%cKU-GzC1at$32WC!@8zJtTc6!tgdjnBgCG4nxoCe<3d)$w|XwAB(vnD7ghks8+= zAN|>T8tUq*N_w3cR_d$ig)bNIZ*d-2p|g86HohZpbWBM_{j zA{;-a1ijn`z28es6@hE-$H0~bL{ho}h<_k=zP`D*?)%9;(;f2G;|K7XVQ(wQgBO@c zDG4RX!_8hQ<)>@F`@P3tgWycr=%|=dhlisjkE+dK ztMvqljh_O}wUylx`^zJC#hSX2Op@a(ZXG=M73759pKrvnk+)$>g-E}RPT~5EMND#X z@}(Nzquu#I1J}q@{mpvy>{oPr#$WeW8~m%0)%46vsr&fa)nThN1`(Iv4DMs4#^2uJ zyg^eu=$+}DR4@72Dy#0)u3xgyg`O<;anGE02b;ahR_5k+G8`m7{+MSMMSlGF5$DZ{ zRN$$R?p7R=@_SIV4fG7_+AY4Gd*hyrxuqpzhQsR3kdii@rQP{7|4oc6tK5eQpb@_N zOd>i@31hD7bo$j!Q#VF_0)CnC+nEYxPxDb@cxL3g)n8ryWpB?*Bwu3lm(<6c@2tc` z@g1xIOy0}pDo`{pR$$HijEDt zrh~81u@v=>jrn*8?-DM72*#UodLpHi6Ym8&fsR1^57t_%gFnT``xCJ4#|QJ0po8hI zDlZ`~t;op8=?X5bf)KQ}G@(~nGV&-gnHE?6!EUgKK@^(XG=;lHv~x(9P`HB z=nR)H@739pI&X@j^Yi7W`x_b;r`GR&y4T#wLp{A|>vI6YMurl6>f9)33W5GB4C`bcroyW|e)U;x841IXXL+Ru_q0dRb!R zf4Bv_X5Q7s#p@tg@i^k@dR%J+9hGnKZ`WoT?d6e51*QVO_qgwok~@FK#f(AAQ=rnDyoLwgsg!@{M;Si(V#&5zyNXuLl%b)f&OQE-BxpB4COpRH zcd!Ha!Dp=6nG^1a-knSJ#(&_~)zu9Q46HZV`j9#rqb%_tji-EUePcrtLfHp6j3;MB zA)d$gaBGlNbT{jc=qh?2(xw>oW!=j0hobC#Bc-47ok{Ma4oJn+ry_ei!_IlG%Db18l#c6t$cZT!A3mtxnGP=# zj-fD5{?>k^sHELI@SD$T*do47x9$r!WNZe66rhgsX_1$gH($Mvzu`Oh?kW|d7w+!v zmo}?czl}r+BjO#WM;#luDOBNHts$69S%nf12t zU6tmQZj0hd)8;S$+}dpVxRGNlWu=Z261$?j2Gu1Q8P6{hf{M)_e{2D!3Ab(=o&)cn zC$FFo|4_Hgc}9kRJPCr5Qyk~~t^Z&jMHu&1p8i-59~1N4gATLGqz!G`YZV#f&EG_x zlW}t|iw^5jeDuLLo+G$*1_RRWx)MaeB;hbpF&>j-Jw)$VxAyfS#R+DLx#J_y3g}SE zW*}bxNX4B4XDOxp!P{`qQ*0!uYP#EqUT^187T@}Gpr)h>0E*`Bi2QQ>-HI+12;j@? zb_XEiVBDK$;}R0`@`XDxv?P+FCH8XB^1m~qC2k8?zAA24lvVpk^+s&9PCZ!&4>jC2 zJKQJ43;2pW{;}JrZRE?^K&^d4F6Kl1pAhDs2?Da@>F@%VC_3MBu^dt2+d4paA1PjQ z`|W8$Q)85)d={qJ%x0efAz;-$ zZr`7;>C(ls@4qY4;l5qk${6ztiis^Q9OGhNU;n1A{rye`vS%e7mw4BxyR7WdaCzwa zTjcKr2pLkrVI6G{NlD4$qy1HXAS<*+($o507*%**z{$lmOTPy=osRrHZ_08dV78ni zPWENT`mKQu-Ub6BqhiL?_;|wcNG%~JKmRy-#;EYY-FApl!i+@)pFo@UZHojq=lfFd z=jR2BKVM*(X8n*9U`qAblvDme0>|5zZ=ZNFsr-iL8br1w+N=ko8`ju;j9dpiEWMxH z+5I`s)hE&2O3`JK=DR(-zcOxDKVX>>AXC7Z&SMfui*o4pjw7$j$^xZimOtXrKswK~ z zf~jguwuSnho;8HNPPq)OyLX@GHK9}j*qQ}4g2BMdhNUdNxeyvux=78!!XkR~sDnOt z1?9GqDEh11s#}zHF?nrcV-(;dwKHrrms1lG66PKV8ihG54HgSC$^FVoNlh)fu=q$> zPHru=yK$`ETbsD(<~Yg;fbbZ0WubBwnwK(Bck=o_g~fdQ*muv`I-MV6VUd-up{kmZ zpAQ*%p{c1!!SG#@9JuM;>SB?M;r!386tP0m6bfpnY{V^R{FsQVfZ`y`!NI}UIQ@}+ z^s-yDlUCC~kMs<|&An31xh0B0Uq@#Mzq6zOq_Zoeq^?m{UY)Nb5{v*S0e@$DeN7)g za|-KYP&G$9jcu$d1PG@4Od)THs9Tk9>Y z#}fS^hP2h%z7Bzv7s<%Ug;r`@GcGIM4z3b=3$eDg*3#0douRT_v^6s`gMsvg;oLY% zt)kwq8T%Ap#B{q$0ZU)Lbg4qWtF*4}DTtH`D(K_^VDy&9(ZO!E?5}o!RTYrz0Fxsj z9``*wIyz0<+fA9FOOovQU?9(9L4y;*2INpmDk>w-+1Mmu$Hj_a6b!N3G##K zR@~_DOZf}hyb&jc{U9=Wjf9|}pn(Cc{?-aJ(Ql9CdpxF+9MN<__B!h7y=neObd;3v zp4j;KCHp$3skdGxDHWqt4!sLG&zAroD@e`CiC&)SdE*aEanW84rdbjT3husHOZ0as zhrV3ZO!VF&7r1J*;TYW!A-~i|w8bF07R4kf;f^-|eM%Kg_P_nMh?K0JM%T>L6krK; zHoa^D6e??GhkIL=wsCq-o1w8g|*gvh?yK zECQ>`ro)?CT2h~S_IOgP0PcRNq%`2Nb+2pUaN)i|m3>0h99i0AZ(bHvTNcF2 zc+u@}52h|G=+%YFqp$Z^gWFt=6@Dd+De3D|JS-6I1KzBQ()%Wr^(!yyX7?-Afi`t5 ztpR*>^3u}MV1aJtz$>~YgCLUncBCHs>9RNyJ<33^=?_X0V1MwS%||~a=(p|IPmxTj zS6sQZ8m$?PiKEeb{46YuP!ii)t7A2p>JT7$In%YoV2htt=G$^-g*!iqKF`t>7?n3W z-``%4zV^0A9o&4|p~n1Lkl?v*e;iawqPyg1ANbYdrd&z%UXo}<*?*9UdBXx1n+($`-yNde*s zb`wfZPY<}Jx559ILCkFo?K|2e)0HOK0Ay0R7&f9ym)->h&CSjVK7I^!W@o}pH-`@} zIbu<-P>E_NcG!W0HkJDl@ox0gNEKKA7mLZw!l>J287k&!2ui&{}dxubO2Bu z+ubaM_{PS@w*dh#X)?mn4rhG2_ui&WeTtzS=TqnD?*Mmm0oW3N)v1DZS|Cth4jdS@ zM-1atRJ-@??k+;B5aqR%&nPV;!zk|6x8VoOCE6(jWo|BRdAJ;qI+dn5E{=M7 ziR8T&zAG)sBCZn02d?$fTbMXWl#z!=bqA*A5}-mJS&RVbLw#yzXD2&5d!aXnmYTXi zr*yiBLUPlGm>#g5H`M=^=7EBooab6IZLpZMv^2*n+tAAIM>ShdFj9P+TLm?d}+;}jgG`jA~LndyuGy0Ar6>?lZlZ1=2vYKm3 zs;hSZvPdrqwf6O`@7U|??99r_8lhuiV(Om<#LW{wN%5seitzB~+K%~=t)?44|F~!v_#S?#66^YWd7qV5h=^PdjSCfioZ9mLp$pYh`@*XYHILFcR=e4Salt& zcks4*@NjXlrb_xB#d}xyy?F6L)w(5@%~4Ez>iW|lc{JQ+aoYNX;awj-XG`0`~- zOH0w!Ud}O26We1NmBP_J!_LqAnLw(OJU%ENy=Uv-Q13DuCX~xj#1tD0=mr&C-32$c zlF@YU>F=R{?C%*I)OObM7PS7w%wV5nR^{~U*)yxyOXtr0;l$EGX;c7?zp}bo{7KCC z>p6=bYcs9g2?FzZIjMRT)*nW%UahIAv21w}5x`jBqBG<4`^Sy=t?;n0Pa1<`R7^|_ z>#0CsI26{@45QG3IL_)s&l=zTZQs`C=hZx6-$QPA0r4j-o(1k~YvT{qNa}GZG%z%T zV6#8|u}bsJZsL9T5IQVg-#lDyr97eBD&g^G@+7&7LUCg?uHc$X#7gp0&$8dCJw0lH zR_arLkQB!q-vQ!*3#$K1^Bw86YZ}Sn5fPgk8?HqHK0AMQH|Dt(0Ko;T%L4e~!Zj2Z z_s>Q^T+|jAsi<7Hn_AD`+=RwIaUesHk&yutUK4;nf-9eZ&Hm;>W~+QnJwqH1*p`jc z+A(&h^8UShO`;40APe1-jp|d_{AxkS&(D`Q+L^gZNP2AZaeOwxDm4M%bbv+yqf5Uz z{OZ>q92giFD@LOYxu~G$&z*~akfK;wS;NYvrl#aS@*uXB26^w^H5o3m;6dt--f@?u zx!1WehQr|w4h}8^UnC|!00b*T4z{YQ3cwU!|L$)A#8gyNnG9-bYJl(q54b0wQ~>_! ztEHup`jD45P0YRM#VU~5H+7O29+|&XQF#wTe+PU>^O~6K_U}5R&rAy$t0zMyi(PAz zGna^nuGDLwdh&h6ovoS-wTJXSJ}L&%c8K?5!&{Pmb(~Vah|ZnkLviCc%Q!XBTLb!Y zd4Tj$N`3;UQuLf`)~_x!V!%iB^X}0*faWZbhfwa)q7PMR(o#DMLj@vVuLY2 z1<%#hwUa?_=?)fP9LdRd;ztYhxFsaUTU&FK(; zC~^h<+}zwOHEZRp*x%bDzw^Xt?q@=8w&GGhVi2gj%&))DGzP#gG&B^T_a4)s?2Nvf z7+{dBdK^8q_s6^5LY$mRV2Xj`57e`-pLjbNC4#$r`Ep_owS?nX_0$1BfS?1z91MoR%ej_=`Oe;y03xFgL^LtRF2?m2rOs1xq zg1eJNG9!Rrg$0QB2N+o<-Q&8zajpjsji@Km&w)D2B)bPCkg#ECgnLYD~nY?z%@ZiRrNy|E{DHKTkTG^(upU4(#x}FuSc(5 z)2ntE6(Z8us5EA*z64$gZFJILkK;8;jg8$(!*c>{avz2tUHa2Bxm}DG1>_bm6<})u z77SP*i~1}L`e!crGhYN?RLhX@#D2!wm%zZUA<7dkpR1BS3C7plH~w0s@PA>|Ch&j& z9450HXzHB!bKT7;qLb$Sul@Tf`R(|;az%$a8HokN+!g9#VdC)DqNAxT8Hs=pGavI` zOHZHjYIr(X@aia=+FF=FdDUU2(39VC4klI>yxKPAP-|up0e;?>7B*JaP-dY=!n{(B z_Kq&GC$#! zgFr1@oE+^N;ABNq&8fwQ33DnDjKG!TIMY@fbN_`BadcL%9z$Mx3Cu6nIE8;cp zf`tJdcyC8hLUo@6vq$rruY~Go$r@=W*q3=}`Q3O0T0bYr`DR|UL6OFJw-Ovh{e>9RrKIfQ@e?p9%^Qs(T3DThJp`JXG)dP%m0 z^)A~7={bR5+`+K+fS!7#Qs!t1syPPUMV?~IUB8{fODxX0EN=u{9+x$sVHFJ_{LHPD z77OG#S}eFndwB*?&dcp~8w-hai^mO_yB_r=8C~;wHB^cA*!b<^>SCWHh_bTI)yV6& zqNv{{Jg2x?JH*}~{#d_QQ(j7385Se-kOpk@C#bIs{NAx%&C~ape58ly zX7bpLc^-YGc4Wd(g3qWpa@+5Zn$Mb}{rX;DX0g8z?y8CQ{_<8P>7a5{tQWdLWvr%u zZ+V(R{NdX-dj}MfI?09F;R=K@>0pJ}&^h#M>jcB*>ynQ8{hf96oOIUXu_WvHuKKBL zc8NQiJ|!I~zSG(CsCbAne0D7_;Sizh`xv)t9KVmt>pv7wpP5aSmTjNubtQ&)?v16- z2Y~Toy~sPClNfoU4HB&hHmYVvEu*O)IIa!USV3x?(U^_8+?N#tL$y9T!;#OsiEGDN z%7fzxLbjv#N5+tK+sV=&3e{rMTZx5*HokU9 zHZ-z9vT=%s#@#2m!E;~lBXET z9+#T&LB3D|S?#3(=QF17W&(qg5rdrfq`a#rxwozJ9%1x!Y7Q$-lB3cDy6jhC?x!I1 zRSo!iDfo3o`1O^<(4xPS-(EkZ1F%%|vclH_elIrE(t9>U+T^Q{5|gftFnd_H0gnQ- zV!)p1>H6Q9R?MXYTM%iOU~M+BK4sNK<|Q#S+a>Pm;b~-+B#nsN&C*Xj`U9L;O}iL? zSy*k#anwz8)F^&gVUUsvHt=2lsqfgZF}}}~jNLr{%b(WE`?%hH+;8b;3?jU|w||`` zG)lSqVL<^Fw!9On9{qH0M;XO<$p6bR8Zx)NlNp^X>U=N+w&Nld=$(mY_rj)5tpj{% zwP$e;+lu#}{4T}LB%%3a_g?yhlAE3P&TlDp#_HoC>=Hu3J1NF&c1nSC<-T5i-=Y9% zNASQZiZJ9$V3IsKY;;aPuClE?Mw=1FEB&lJO|lIUpS&nn3{WY8q7D9@uoYa2`-JOi z_UidVWdEqR`-CUd0p@w^Q!35d;9A?TSfr7o=Sr%;g+MYIij|GSsBsOQV^IYRXc)}G z#-vD4v(Vr`oFE+PHee0Q7b$l)Iqq5i7ON;+eBsb-L(7pkK7N~bImJdvQ%s>k7*i<2 zo}({NzTr)%93>5GzWA(x+s)1nNmxlqOR-T@hR}HF!czqG9_!H|6qS^P6FUd8Ydq5@ z=Bm8xgy?&FV=7DKRdKTl6*1QC(Q%?5qO=i}Bj2;VF5-}TT8@=^m7?QUEBde*;-L^h zQ8mukj?BzhZdx^>y&Si@)fkLRjmGWas$Y=I=1Q@#g$j;J#G}ib`W6TzOTE$?DNwrh zO%#pIhXv5d9#+45a6$rOJiinK>Wy#V8am2ry;8MrU)Wo%mG&%5A=zy9Pvtmw?x0~$ zm~TFz`*bxX{9o0W%8B?=F>yH&PLF_VnLI ze{CVF&dUAy8no3_tUezt+kKGCw+LMvYhI5i>vkKeqaZ>H{`Zw1Aoj zh%f`6lWqP|e*%Kcz~?`IKIUTvK7Suw#l_J~-2$r5t0FDKt6|{*{dVQypc!qMYzX(%GZ$1M2xL?B859R!Bw$}I4A2W4FxVNO6t{!*iV{oqyS)o?L^ zxH_HK!OW9aO8p;tQ%&{-a9|A+Q&(UUb*Kx>4EndNT$u$=L?a-0|5mvtNB$3$d$!gT z;TQR5soANe;5aIC9ZmJi|MLt)<)hfX;WOim;1sr8Qerg~Y8mnZZp3BV2OknH9}!Z( z{9mZAewg|F{-TkXnAn8RhN;NNV|U~h?BY!LRi9ht7o_jLd-fnOz?kS3w{iI`bAR;f zer7JCu4@mOF4HxZjXr!xVzKQufxcz#c$qF4lc!?X=%i!#%24sS22Df`RgbF@1}nxi z5g168GM{qJ!FTGKj`~Zf)@DLCG3U;w>*+7AU#h!fZq%CqJ7>ANq#1m^V`8bFa>z8c zA!QA?l30BAt=`p((;=%fBD#{YDj9#wt^DY9nMs(rAN+cLlX8v_5P_%vdLfqdM%j=H z$hvsQ@eVga`wmgB6-HatdP!`P%3RXkyoQq$l92y z_IKO_Z_D+Ykrn#bJMM?r;6RBxful8JexkL4aXuPs8s1Y1m0E6Of$a``kGHlY!|AIz zTbHtRCmOisqgQEXE$Zv^`#Z5-nq3k{*zZ{zTPR(7bmcA9^f85tIi{rV;VKTdsby+D zku0!U9NFQAWK+3Xk7o5sTXjBsb*v*fDW3^>ni=CfVrk(cE* z<7=6Fq)*T9)y#T*|NJ0#%MUveVPZkjBaOP8rxXQqdSyZC z%eGnh{*NOP`= z`_#KP#VS=YZPfJpTAHGc1ix|e-c&5S@M`dn!%y7mLt4VrV;Ww zp&+=o%KXK)MUO2$n}rXV`ibA*=q;V8UlDoqd5AyNbo>KV7`v01|5IVDy%+lzA$l@L zlefeWW(4U-%XkCb#iBQQSDZ^TykhK|$TTNsu5ubs2o2r3_UXbWc{%p1-2;DQ;AoNT z>%xLTx#8VKv>^{iTh)T6@lQev^d(Vn4@BT=fOL%!oil&J2+6jfm#Z``s^<87t-E=^ z>BxBkSN}1?PpxCgIJ!9SzW7i4dHjTrM_35JoX0%E!T<^ZRVx>p6Kvw)e=Gv5_^W)y z!~aB>U*KdJ*y3#5cr3v8&$!{BAqFAhzp|{o&R~$ELl@!S`ZD(7(^>U8X?eWSCHiao zaE;mkvTGN2#O^Ho%&el^9Zi4nCDjy9?Qht$wocu!BjZCMyW~^ceC-Ee+Um)b;vnxQ zk5V;SgqYi$;Z$T(>7H(+twPT<9bZ$0RGGvyYINyc10LoptU%9htl^mJJKJR?HTI)C zQukh$y)91eCCNt6k`C$rV(zV@qF~$bK>_IjRB8YTQM$WRKmqCQkdl^ekd}}JLAo0x zrMp3p?(Xi6eR#juZ}aRqyT9MrvmE~r2WN(P?&r?yx^4x#^5L=O`Gyh!wh))ltoI5( ztMMyN>+lruLbLMu^84qB3u!RZznjS~+2(&Urh8dx9`Z5_1NEj2p~45b(S-kyxbT8d zl5w-($pBnv;?n^CS>pFF4ixa;=|4Y(QneT?Z`ZI2wf0*crLD>`^5G(Oj3_|&XN0v^ zXa&dRTewLsiu!eSGZn=hdJ`kyb81iC^CZSp^r;naIRbu1l8!;1;zKVrZr-yM6S~(VJGAn9!@whn%o(CGa=t$m?^eXVPN@ds7n2 zX5??&`fxhTt8rb?-ZVRYD6J0L{yylBZ{o5SC;Wx)jrUoSn#Vac9}+cwliv#0%O*{U zi<|#TbNVN~{ok6?|F$j4#KOt^w=c@U!Tx{li-I`yKiUTcmdMQYf9QnnCS55gsa)@0 zA>RHe-X11yoU4w^S5;n^&5SfF{uKO%oXH^&Z`x!8KPHe6G7R(fr8haLH)l3xi%Gl4 zTS%zHOOp^xIcr#v(7+&)ZW7pDUP?-v1*3S5zRHU!;{*3|EVoRSV0z}ku z^2uDrVQ;e>FtFfSB3{1}cJ2B7`&^q|TwI(qZhPDGU=3g~{`s2kG!6o=^0%*^Zy}`k zme{zg#fw{)sZu?k3!8W_((KMkO>K6q`S(Sc@Q#exw6bpOdg`v4C7 z_3PJ?l9Kjt3f%y|YXwjO>Lrtts>dj3XaII-*aaZZ1Dj-AT=6L3-@m^<=QKVA@U}Xa za2l0j-++J-pCN^imt2v@SvK6oP(TYnfQRQhpZpk2KK4Y3P$`wBBekfAj)&(*>*dYO z!xDyP>J!DDQ>^FDp92K)AM*R7F5{QpWe2)j=&a-uTbS9qiA64Nk)$a9HrIIJNXsBDkT$P2IDX zmF7d;8ehHh*q*6AnC>3U)E9IpNHGJ@w+cCSi|I^)@3gazoPg=W*0>MmMH4Gw0`zVG zXHzLkis{rFO*I{&udiPr9-&7cVwm+Fa5R#Af?&wf=`g0Y7#dC^i}g!g&P;u_LxY3O ztgPbNP?cK1#Iut!%jIlLMGHO~|GkXN#cj*KmgD1lUjjXZ`HGr>(N);%La&R;!_GSI zP^D{$?NjGiC+bygY@YLgqg^a{eGZwr2RF(LQ-F-Ery3b>$pDGWST5D#>hEejgpZUm5OKfQ-MXo>hRi*+M#A-WTd7x z1z5qA&d`;^U>v&0wy1+so$v|hhd9+nw;K6UFy1f!&S<;d58!gZ3KYI2_5obl=2H2; zo(=&SPMGP^)fzt-uE-+E)15-;m(`5+qIt_KH3C~@k(=N0`fB-f3Fyoia#BUj9Y= zApn#}$kXye@R-}j*1oO}GJOZg7yz3p(QcsTkw>mk2Y4FeJ-NT97Xy<9#fq7YY&a*T zUqVCujniMGZ{1j`9D$VVV!0A>;Rsw2VcpXY^G4Rwg5WoC3iC8D$c&F|LxG#B32GHw zr`8z2rPmB^;FW^_KGW(UAU-5n0~{(lPh`hH$x4jq^Nrt0wh~O7E~mK##yU+N4Ky9i zUI20>CGv-FD7Ect6vmGqKWdCtqe%btY0cPoI{!GeAeF63F^@k7|9rH-AsF1;oiNz$ z-<6>)UFHSlB+pRJj+|@T#P}(7EavPo=hGjlz3^;zr6A7E%tW%anJm?ll9IC2_n_`y>8c1gNa0kjF;v~G%nBj#s+~w3o0D1A_RC=is5(`<8R9VEBx^- zQ(#cg3%PqhdD%g*UM+qqotd8A>hSNo^lEwgpaLPq*;lE@|6z$*f_HFW^N-CZjwsOr z)yqtpMvbZ@Ozn~fz78dvyK{#Q05>Ynvff^dz zFZSo6$fcHpAy{@a>6@`ME%iAoAfu$aw9Wo#g(9>1lN`#*|Wk z_2RdX2dIr!4qjeOhw36IKe~9s>O*crp69)u zr!s`wMTSC`N^l)O^r#pZ;@*~NB?9h)6u@kXUm_qP_U%_;!|h#rYIQ7@5Aw6fLYyf4 z0)koq^7d0I^zaO^On+#2n6wZ6)vH$k+n%%O>JrawpKqPxGBWTdQ(sn9wOb8Bz)nj| z9rR+h(k!mq57l~Wm`sL<_^&_q(kJm(3mwjFCGX z>g(tC)y^*NY3b=J8Uz4`Ht&v$iJ_9)+cH=n?nK}Kt=nsiKr3kBZXXj+P=Uca^k8n1qKE_`_{YmoDjo`%sLBN zf4yBm>Sd#m1mLH*#v+K`Q5w@<4rFNB?gXpoHd*AHgfK5N9tQ{ z1Kp)ozp|T1GRZ`F2tGdkrCkdEzFi4vyKIqZb$EptD55*02CV&{M8krcuQ~)oC;}|= z;Y@MTN#J4(F96(b{uJhKVy*ikg$kjdk@Gor6czs%GKfxe}iB7MPn zzK?ZCVi;u)*5X^0{=mP0oY#Cpr@+JpyBb_kki?wrXfcL^ulRUpaByz}(CGlW5V*hA z{zt%D4CQK{*e1Z)og5zn!1!+tjO$NTZ|vUd!~V3Ks|5_!z3Iwe!>8}CdfxB+HJq=54WqU^QqbivxaApu2PK6hwTw`Nn648K21JaORLCgU2xVPjApi=eB zLPh|;Td&vh&#^4YenB%H#P+GJt;N-L65_y}vxRVH+QUxE!^6XWZPKDb09l`mz+DA9 z{aDk>!kU_R4suFax}!Mw|DJ{aeFhXb@4h8e6ma_a4APY1l~wjA|8ei(+n(k|hxgG$d?9)XDs=B&54!veB zTl_?k#s+l;VBeH+k~r;EPIN!nsNOR;w^;;Wza=OUQE?`K`M$0PM4-x=H*elhW(9?Y zYJq_HQ_u1%0PZd>>UNwDc6TE|AXpEN;P)5WG<`z~0HpYh!Edy|O-N8FDKb)6x#^a$ z;jk4|qV)LKrm-Nx88B<}{GFS`07-Hq?BBxoa$tmF1A3~V%CrblY+9egi+%gJX!cvD z+*L(wrM&@mpYV7!Ly6wI69-Xd$&-_lo?WsLHo&)GU^oD$Yx%LVstP~}0iMSmT$VTn z9ZM@K#~*zlcve}=IBX8RT0;^+Oq2gp{)U2rSinQGZn}jk_ZDyvql3%Ro3Q~-4{(Gv zsx1fl`|Is@V&f!~)YV;pb@h^Qa7?%kqW{PDURuC)2#OUzX+!vT-}izF4)59jT0oKj zzifLa))(<{VpT@&i0++yqjQ0lcui{QctrHTlMcZ+05A`&?he6Yxvm}kH@8@P{huOs zQ(jg!m9L@&x)vn-oyRaLS7?Em|~ z6GmjbNCWBfN>S8$boV|02p&TF``9nPkax_lUOgfV|Nr=+)Bhq<`U(QVhBP4=t^9E#V zGzTG{bN?FElV-1+z1f~)Q5J?qc6rr-xQA;4!w;KDW$BId6L6|bxtiA=3hS2FcADHf z)Q5A~*V_#IRLCARi#1E6ICpY5OnGagdKQbtwWblecg0q~La~en64(s7!vRQjp}}>+ zVi8n2mwf#oZFHA?|L^B|i8kc+M$38dx4*-U-w3*qT~mQVrY5U%bXH&?bo5|e|K;)d zn55qd@tAvJq-VYUvm?tkDM|!5?~xoC)HctaNHU{VPe8N}(q{ye*6N?Nb#;97d9HxP zHa9f1xJRk{^Lm$%kPx^`ZR(K3;4H)(Qs=sK^OYatYjE2;J3#&5py8D2^Ysf24UL94 zzh(}LNsifrjsi8n6|7#k|7E`T!{Zk~uDcQJ46^O+jgytCw<+@|xdef0Z*Om}MjK~X zh*OxCmsdVwVp#avscxq#)C!@?<8qfBKQoka^rtMAl}ee_G~*%PfZEMub|d4tXEEJ( zWp+oKmhTG!&(Jz=@6TgkbB=2loZr21-5PlKNR=+$k-9f4PS52|-^hMEed{REMiEqr zDGTv{lf}5&5O|0$ynpr9|9hfzsXilMt%Yc#plGshY1KJ2fCd5J(Ng+(0wi*4TU&W~ zc@oV%-1)%*F+RS;R(asjsDeyKM+aU%#ehg!FESF+WiYbk?60%|QqXgluXoN63r%ki zz#t~V!ir8zG(W@w{1+79sqIBWpiHEkoR>psZ!L*a5DLG4|DM<221ErqzW}WET_=H+ ztg{F`5IR5x+=@ai?cw?Pd(egm@bl}b6j{nkUtU@1nXqW74;{m=60x)_K8gc$*Bp^F zQ`T?k8lMzTfS1ckc{Ns)yQHG+YzU6E*5NK)G`OGjea)0+lZShoKN>jkhZW+7?uC^D zj|(18&xg@b#S?`jAXZ_04H$B@dgj%7nK>0JPrgF_Aj;#Tha6mH_ zU0dp;^}Lf>|Fc3y7@IRtgVdp?o61^9D&+gBi6S`o)eNUBB2 zmIWM@RbjY9%lG&k_7nxI$F&l?fN(apGEypPOUK0+YKJhE^)xo^NID{fUZ>Igu$wgq z4`X(|(-cj^5LAc=VKTdObt+$(0o8AXQeCdNtSmAcruNGxeH|5*9N!$Z_|G`7Q(mMu z-6U_;gcTgCD?jf|vvG}sDx*Sgw^A=2aQL`l<0-Y%>+3afRH4^pAeDOALrOyvoa2qs z($b<1KPcuis$b^cqnW_@IsIj1A%>4Z!!!m92>6)fAFQ!O3Fb}FZbD|Nt##`x@vc=Qcl6O_U5LlN`^obYk8fKr$O;HxXP_1t|X!|DV(L zH!p}kG!$0p)$mt_msrxz&CS(09%Nrf!x8lJ0&60WbJ(3+qUL2Q1&jtRYX^s_79SQx z1g_W(3+SmQH;v>~sN2LqfHqInom)^Go}D9Sx#mbgkdUh$e@XN&*Md&dDd0MhehqRw zIJ9NzKO-g{)Ou-u3G%Jj0LZpY5~auBXr98_H&zl7FXrn$oqJMN&pGjkD@s=NyWeby zNCOVhQ=`Dn40RIBn}AZmu5dX+*86&<_7cZU%`$@?V4&L0YuFB>jf(|EMQF&#f4-3; zD3lawRNIsS>P!(JU4W)ixzT`r7stHQTaRbTkWD=uk1NB3kAU+NaKCuCI=#dHVyf&B3&4MauksqHMEZSlz zLjXTQu9u#bHM-I6${nS$0#er$Tl;%( zoo(}SIWnfo0@Q#m&2if>F=(@$j`b;s>?t!4pvkv3QR=E@olC6eDoz{aN&D?+g&F22rc_m+?(lkbsSF5AhbYhRijq$APkADrM z)*Ux1d%zHs5jGn7ngjo_0($NGZf(V5;3qRPGjnq(@3-^JB6ZM)x;IU`V_iSuN3Ut} zTD7GiN zQ7A1|LW&bn2R7g(ktP9tOh+(6Vjaw0ota`YZ)+*3h>7|0 z`j-hAGoIzskR=3kO79KL`-UlHelN!9d0!}d??Hw)x)fr)hm^D`5G!e{GKf^ho z(jWjq2o}ub54`k@m7stvEL_Fw1H?$F^?ShY3#3%!D!Tz*_fuzq7D7})LT`-%0poi$ zbgCh01or7t*a7nx%~^qR$5fpP$|nPxzuu#4qWg(bQDCN7KOy+7yl0&5(O$ys?lXu_^7vA{!`{OIljTNZe z5rL$ibH<)0@E}KX4@hj{ncig|0EM|ZGS!MYK zWfGnV0(PM*Xl?J{#TaGv#x4JhF8H?YuqY@@w`+Vvt@WqAc;JhBZ3Ulm-L~J`D08+* zF*0XO>5$$}VobX3KIWd~gA970o1%V|rs%X34Pu4ES25}%Lk}FePuLw*A3SW zIAb-Q%Hx((i$&G*FT@{-&#rQIX`kckPJ@C_rh+G|6rMOYaD>9%?gHkgzGFho&$?UF zUpbDc8$t?Guq4^q(H)O+K`JVMwn+B8e{8fME$xf#A4_3l+ria*(PS~e;yf{GVFNtC-O4B;2mZtQ9?aUb)fpbl%rl`QdY*o%mtAv^&X^go^$bCFcvQB$y~jK=Dyn8o!B{CTGi&cgpHD%qVdvD=@>_xaJKx+ zbI|8QW-#O}dvyFMl8221+lA3t3ZS^NH2dzcu1}c6=_BepL5=X+VGe!yM_ybgySWBa zD&ka=r+_nl$jPapzR(3=O7g!wW8n$`1QQHmO2Bw9(>WS(Y>!j~sv|R*tH@1PZ>ehRrINVEl%Pyp znFc)$pic&j1EQ8qY6ucQ&GkLU-1)-7GedTOdhBQI~lrw7Gh?yoB;y0jWWj|9& z5%lE>KU+JAn`3_EK$+=KN}xYRK(F;F%hKLhDTaxe*@|~hTd|EvNWjeixc$H|E^tNO zy`#zN=}PY2R}Og0;E-|J?IxOjhA*4OKMUJ6U>pvSzAaLMyxgr#>OfRraJ889*Dtl( zlE11Ds}A}Sity<*%1#d$pvk3!)&VL*8Ero=2`U4a3;~NZZ_`b+*4uqR@~OU>3{zkD zG4sOL>L^4k+O~}}uODD}~r4PD??@u#w%Tu64pqwp0g8*iPN45jeR0^7e z_BS24I)RJ^nIl%31aTgH648&*+9@VFn$qR-yvFVA90#< zevU?(_$!Mg75M)|X6#797=`beN%kKjL90hS6BFC8BC)fLvUm~OY&wq+4X0I-e=qdR zG#fBgo#fb1;y^#mlw}zgCptsO8Jy-S6>Gdl5JPo8NX)7S=SN)8%aKaVUbztbdz`!% zLvvBx!^OhHctsA4q8VP6R%G4Pj=>fLf1}Z@d_l^~-R`kO(`K zj`w)3u5%wRlgt}`ZoU{kdYP;-91H1WKCRytO=;UMWU8*WlPC|x4?5Vf@CTo4& zsF+67^E?yH2j(e3y@kLIZByaG37w8Y_qRI*CKDc4%?KnEP}22A8>4m!^wQ(%xbNQc z#l;$duHa>OF{p$`u;PsRMl+5R+Xv73W3l1*6#_ePQTlOHp_B-qqr74n3tm+w( zT$cOcmN$|buLnj|Zqvx2i#E&k-`y4(-KU3-od6^x<&!%g(E62(`K^H|Wp*|>JtI$9 zV+)O|{f5mt7;QY?8hRONTY#;P$fA1o*Ne=Xs5y#h2)3k%J`C&y|%LWzfiBStn#efww_hhiRAbgSS^ z_`b&Y);s>G;2*Qd=e4G!W|avKK}4!EK^PH+Lp|%YuuOh}Y5FRy?ET z#&T9R;qOdD@ZyDVlcwooLY$tL=Vlkl1Z#ll-;znGW59s%PH6e+ZsJn9@ff)9d=WKgjQOT%I>r)m)maUFvgA9iNzV9 zC$38#ETTDlsI)0=PP$#5GIm%g@FVpu$FD*aMkgX-igJ^{UFgKLQiePQ$>=Ip?#?98 zOFaK3tPBy!dGq6(^_9*~efSRjxWmIkpz=VyfhvbHYPfYySMM#&BbU?e96iA|UMZP&G|Wp z!$lz?nX7sdZ4_a0FLpNVKNh^bKja`L*#oYwK*ZqFtbofYCEC=ivxZWD$@U9!Srz8Y4eC1fRZLljF7%Q#_v;?4IU7)8yoFRojgw;c4fz!nH9mo35ED zd)s3LYjr1@7UGNLE7HllRGPE<5~b7rdA68k6z)0cbZ0gC&BOE;kIm^;LojJX#ihsc zjFL0rL3M7C(fE-cdXnJW6tJKRie^5diBgS@W{x{XnGX9B>eo7!>B*y|7>m^pyu0IL zV_$W+r)158ot^kYLh-96@<73=`AdP`00zi+n1fMdy<%i7>IzKjUa8?n`WCBD`w5l9 zAj>^d%0{(Fnd(C~74Mn<8VQ=EO6Hf&{&~FWAfd1#gimY|Dk``)@)M6kiIuJ}3JQvo zRZ{?1Fv^ecR8UvzaUei|Ln_OgYPW1kWpU#$$mErUbUtvG>;UuVJG#52?GXBiy^s+4 zdAj2T3f!rK==js+6?@CTaBMiOGnwE*=wx!DEOE!j@cK$+eoq-^o_hBihZSu@pnOE? z<#c2~R2>AAX~t;Hi?V7f(zrmQ~`y((oB=J(ca3DF-KnF)_}&3MY1U=}yYR9k-9-Ti(~ z>kEIg7~0I+nto}u==~f=9j`*D3B~qmdOZXU6%|u^y6EXK-fwk6`7b%oI=f^Kl@0xg zg4Qc)`$VqRg5BOkgW`^e70zO-(=Hs~=u;s#7IIxy7t!C?~ z#_ldqFlX&13NxE5(qHuP_&%Kj2E4>r+BI2PTs9+OXg5#TWt^~CnVj^w0yk`z;%B2jqi6mQe-ARI zKrUunzw;7=iqlC`;QM8*3irPB_#q&%m_mYMYbioO?xEYvZe(_c ztf880nnluK5y({>5<1lKu&xo7u|AWv8boOdw{sf30V8!T9HnUMM?H+$;_+fFny_~W z8TH~FBoq_@6BoU*w5BuDn9t#BgJ9SgopUk=OI6y~Q>Rp9WrskJz9PsgDG3V=U7P*% zEv+97puWJsM^#mo(tt025JE9K13Q8-zEC2vVZM8-rR=vrM3sc_A9A^$;f&jO?ad;cZa*K zR`2xleL%kA{rERR9&(j9^VBJm@Z^6kFXCP4ZPdlip7Ukx$?~$kM`aFe45;M!Ntl`C zS8uj*9vY;B8MZJbl`r!hF(yJ?<=bMp$BK*T^NowPRwvBhY6(eZ(KXoDUmQogW>s0r zT>Y_i%X&^*LKrC%%q$Cexm8Qp#qpTDedm6b@bM5v&GQ&Jcaw458^j z;SA`3nk-3MOaBinexdgl?QpIZPzWb|!%>r8{H&Ag#*?23Qb(=Tth-YGICvEcY%|ze zikHWozQqX=b6D3+`qn__42YMEbm!KY%Q$+s2YqQ#Qa~w$LU+M&gOzG=EWG%v=$r0DDK1eK{_ij;xq#z|ZB-NICqrKMGM|h=HF>xCo zK!!!i!J%><8K>Rd79L8eerXZBzxC|cIg%CaqhHES(2S2;8$4Rl%V26cZf=*WqW-$Q8H)KJXLkEiQrZ8J{gdvfe79=$cAn;j-OJ4Kq>^f$Aj>b zpdB7hDJLiQQdI8t7uVI%f7ze%@F9v2*WS4 z#OH;by}<>6rbHp@xcvUZr(v07w@)t3%dfboYiNEER_zXutt#Zf!NP)0bl!A~(ot(R z&fyyg=Mjrk=qcwPd!BDr+1lt;da>De9}>GZm6=NakXV2o`6|`3nD|D=pceoM!GoWI zNcMmL28s4p?3E6pEp)eK6ZGKw~?PLr=5eAizS>wz+fMeR$7Bm#Dv11W(v*AUsgV% zpX)93fK)Siis+&;6D1|(Gnh@a3Rk$i<14j(9k?7n4*ea6ANBm2+Bp`lgS_3A(5G~2 z^_*x)2qbRlQutdokZD+y<_2Kf%MANOq7DyV!sVM*~ zI@409@$DCGG7mqAq#rF)mzDu^uC~a`a9UD_KoGElc$wWdc|LBA*M}OQYHT@_A-ub_ z4PU@n{;txyl6}77SNCtihQ;5myFHqBd^tHh+{*29q($K-Tl(d_ejdo>B|0d|edFEE z?vT|Nf=fcN8Y>qHjk?ZT-Ii3@RqoDbe!tuSD5Wl0%y1d=P0NXy7D{_19Y% z{AxFv77o@==Y7^ETt zy3s}k27%s3neS=PPvQ$^rH+K9d`=#mAN+a`YAZRFcUKw2i8@B%H zRsQJsNFBfCW$z5cLPSp2^-H6&ir!?t{(#!NZl6x*_&T@kI)tq6CoC*1fKaw))Ytoq z1kdE*V#u@d4AZ|^{H)+=UP2G>WZw#{DgyTK9Z>ek`iVdNo=7zroXq(&3|fEA?&N%0 zA|mZTknpP6mibPTtZ#(nn)}0kRAf(Y@ABp@6kLRtJ^9mzjJH{XDFP|?1zH_?jcAX( z=2j+lcIDr~+C~hTZuKLH?+`suu6pH?#kTREE2kAl(tfu5$-0!u&;YKxj_Xf(y%0+u zyG;K%YJ|qEfGdiW$jJ22R)n(iZrB{tNh+rRX34*bvtIs^<&dhPC*}?)aa*+Hzpa&N9e1LEM9kKfx?;h8OnEh{Pg4f)>sFg3dP-SW@ ztrkJ&rrbi6Kdb%H<@JARbT$;7*5w>WNqY|u{+nLJZ&aoC>kiMDruqF3{FNJ&3nv@%4VMuismGm-&U~`dXVa|9nM9JjzJAn05E8-vB&s1 zfF$J}dSJXRsb7{JbLwi)m~@($Q~GJYqr5~TlLihuIXIvjXsOjwf47l+Qi;a}PvjF# zz+?bm8BPJ8^z_n@tY~+CCAl2=?bagN9gelFtF#?|RCll3;{w4nz*>RHGt(I;KLzSr zck&M;8Ql0;wY_1PRl=H=0+_8&jkgecT+Pt>@W`AxOD5HePU8BqkjFXWhaiuc5RAFg`+^PyP5h1(6u_P&>U;JB7?YHdx@(kenB~mLqp}$aahkUUt|YxB7^wkBcPX=xU~BW@Fe3jLN*;xmDVJ zscrNhlj(vG`k84@mHFL%G3^pZ58PN!JzQUaLGpymfc(V42fTB+Z;nOHRea@C9G7>QCXj-msj{-K}XXyQ%zm=z@cTgE__%`Vn$aJzaj`q*Uz8#=g&A zGxKr9{m!|u0PrO{Xlj)Dx7{Tn&+Sb(m}ezlqY@ENbIYka^?zs5tc9HDAZ%7B+&Gc5 zY8m1U`VQj2C&?lZqzn&z%alF5>wA<=#Z_2lTD!CgRRR?v%SwI=y4Q3ek_(r(4u2xu5jG zlMR?;;3qK4#AY8{4+9mx4u0}(oYZLd>(e8CDk=D5pB%z6Ym@TQl0Q=6xZLaU`l&`o zTD04K4EGNwg92z&QTf^xFR-U8FD3wv>a4)kx4(j%Pw@61oVKG#n`5C(w zNA*sdB`OU)hFnnRL@SwGGE!}ohUNh%Vc-dPj zcCE

a5=Lp=;UA^7i2!fjIaWT)Nt1{>+c4m!4q{pox&zI{fi){fM~2 zzvX5j3N2fFkZ6Y~Rj8N8bD%BC2psEO+IY%ax{VddA@_>;dB>v~1V3iRer2bhM^FGQ zi8Hl1-IS}9F2*>p&Mv)xwojca)pL3z9gu?-oq9Vhiidxa6)fx=C!VsKe9VtfEb_pI zd@bkWRb;LRz>t8Db4 zMNtiVggygA6xczRHZ0r446v=KJl6dY7_WO7$9lz#hBug=V95~&F*PvQiLlmWoDqpo zhQV-)OF;o@(d0`5IW;;go`~sd;!c)fj0{636aHks&ey74(`D(hbp7H5U0y%l&u;kR zuzQA_6Ztq@;y7$7_L#Q|RA|jSwktIebgDzUnuX$;!&kL1rJoaiY>9%!U+)f(tKC0! zh9oMLI6=dNRPp?!cL=Tt5I7s6GvP#rIT65%vZD%AcMzx~#tOp^)DKaZb9RKF*u?4` zK~K4p%{7HxQB3XxM;N{=9cz#8u6!-In|L_f2%0)jzu&X#m|1xUPNRKeHrXh_vPWE^ zVbZO?#S};(?X-&e#-s;GlD+ABXmx=Q6<>t>+Q582S8<|+mAjm6 zgEoz6eQ z>|;N#m|~H1PG_nnw-YRaAxVshiMcu7dn=~>D5H(QCafMn7l5OzN-bI;1!oG$#4Q41 z=s!)zs6EE3vKezRo`w22B4QE^_+8`@p6+Ui<+ApJtskSrYK;%~u0atI|MA0k=fjx12yQqYKq1!YZ0OWv%awK#31y9` z`}c3Ln|>gjTVMZDwE4qI+C*P(uaiFF7YOMm)VD5qaA}OkrJpy`&&Q0jiIV}%#;`>Y z@|oN9oVIBb?cK|KKc583Skth_RW+MTa>Q;Smv4GFL&>Ueu8kmTOxFK65xUzzGT4<2 zkz9F7B;|)by~RJ9$Q;T@R+)~?(F#0 zF`Yvh-sN@g%J|@kKkVsrQFW(N+{js9w>J8)=VCf-npwlY%ZCu}n_lDc3hm7akq_v6 zEVQ}kBM%~63H$7~fmM!tQ{y)x{)Zy?u|z(&4BFP1F)T*?-%~fArtu=wGiwj!UDHEs zyIUu6rV`_PPt|jz1Yu6-S}(9lRa;@vrlsG%@`oIj?a$U=Dh3G?teY6|B6U~2B4LDI z3s$pos_shj!`955(?E z+mw0h>4nmi8&dyxe-k~|Utv1zn6>XxD{NBrz1tP~m8X3au5m8h!{~_S+~V$CRSdPE zs<;gL$9Zs*9%o#8i=EGvcMh&gyX2Z-;Yk;4lii{nxj^cTd1{ZA5BHM~fK!0|Zen|} zi3b>4CO;w%NIy(NEb$s?f8!t~_|#GYFnvW9dj12TFO=6{40una+=|wP3~Z3w(()l3 zwZB4FwAgNBL?MX%2pT4z!cy$GbwPK2_G3vir@kuNbM`(UQA-uS_DK`UTyeFgs-LGV ztCA8Gl`)3sTwYcNDdEZciUP#OTg$=vnGj++30=tXwB2KVTLp*J4S@4k=)q4P8oj;6 z#a@}C(wOMgkWwPSDUOqnA@)`sydi;zqiE-U*%4yd?e56=n&&(qhJxW|`t9658jP-y zZSI?YqhK>fC`#y{&I$Q9$j&mB=eOPT1O`kX{`7qCD2nqse7ff#hlPW4e7Y{~>DHtj zLr|Mr@~%~g#OM8VtI-)hPU$*3+#RD>E)YU>CO}&$J6Ocd_v6Cil3gNr$43g_AfvnJ z_3vyoqrp8pIo(u>jD1n%N60+}COuXd2tmQY?hSY7;2bmQVfcDyR`hri_}y#QwqfD@ zP|x>5=V~owRaCmlRsDA$em>jS)kH6mUGV^Vv3&g-3As$NIVW>7Eya@q#l9EHB!p#l z4i3c{)xT$|7mqG>r!X_$kKp}chf@Y8TMbTj>aP^5jp-mFGik=__nIHs0a=+wGJG z9f|!!o5L|35RZX}2mXCa7CF)R_VTlZ1)U2K<;glxG900oOQ~$w+hQBZ$`Kx0y}(0E znMqo3(R{aUK(|CP#}^Ki+5p%B5NE{r0|XJ|N@}gJ@Q`hoAWk4JKIGxK3|u_p%n=UI zmG#oxGNXZbJK;jfj^qK5!8kUyxVU)1^Wko_Cn^`4=;;cGk<(9Hc)Wx{08WhSLQl*Hpm5=05Rw@XmL#SOH? z8BgR;xMP8pEG=wNQhsFak4aAr|3d{+^@5hI+skp##%_p1SQw1z54T^ji^ER}k+6I) zx?TdKWI_Kwpm^(lYcPqUY`qY76`l~NJL<1>4ie3P<9t6dbJT!6#fW?G>Oj9&>~-6{ zsCM5Py&iIwq;4XR0LOZ{kK)n~b6R`#`Mow;Rk&+xQ4LCpM$B`g4#DNj!n4~XXW1@86=0r)#K9|4rCouj?449X<>YM6JgMNRI9XS7Sfon~fcb#>gW z6n?qd-Xz~a+dBsy0sW&aP|-DnB?xN)V$d`KoqM!SOPEHtmq(d4h)LpfNS4ttF%j~s z1l}6Y5|{3C!2+)R;%|rIEq8L@!`$27MoPg?cR}`Ee7wEj1CY*Z~N$M0QmtZ4;u$(dUqMuSGG{6iD;P3_1xSewVou?7l0tWy%P^}BFsdc zo5)uxsI8-K&GCQy{hrDxDUAuV03tDm-ihln&Ffvetlt zHG0jk%eV!YjJDkos$T*}4_ZZC4;C*nBmi<1NkhcweYG9PhG5XZ&59Y9=f@+F13SO0 z=IcLq&y0?)#xl9Py&syZyhM85E%Vh*5*Gohx|nC~byDk66h=(P)sX-ibB2pwj2_2W zK}JT~y;7t54g1`I*0r9{GhdLe$VGrK~FcM)_;z;4LT@TcijkTh; zI|hrgh3DD%_C^B`P69zonjfGKGJ#SUsAW^1<2vPnp8v$e#EAiP$n$zD z2P|G$tcrdi!>8Nqg-xT(3Av!!0E||UWdliX5y1D|jhc>%Vx_qY%Zsp zfTM)Bk6}Fsvc9AG%XiY!zX5imA8(`=B$~m&!AGHP&H5Lef<0U#_Gs7J4cwmpsGx`Jzi|UAPg3P8f0PhJ;W_!8X zW>f=k1&wMUsHa#^Dw27|Hv?gdv~7Gr75UmhrOdn8E`T?j@M$FbGv8B*_h6Ap2@k4` zcR*Ge@*b*dz9c&N2x2N#jc1d` zo!dc4bICmIrV*1ayrB^BK2ITlkqXNp_pWJhgcuGD{5pFI1lz+>ja#}2>>fbJ7GcfC zM9*YJ2p;_XTh8OU9UuA57jU01OcjQ9+-MMdxXElCjJ81ZKQ@ZzbFF%XdYCYS&is;H zQb8fAMj5OqYovQ7;olWTY()u+?=+-10V=B=$!r+E1rA9BAYc!p_TlBECfFhH+zLIT z|5hvzEPIfpNBna7*quo3`_U}qzk*D64eaX+{-DA=pxMWw!M^?`K$uCdZ(CDo-3i8} zhlH|+MSeE-PtzI<(U8tTC~;@u4zWuFhJA7hdOGJ)>xVr71F#yjn^Yv9w!)W)L~B9i zy-&|v);KZZa4qDmZCi(Lm+e534j-R z=JFaqmr{SDWgG(Rv9nAakc8g^beWq=Cbvs#t5~q(LXHqHva7+imhV09#c@Fk9FY#y z#Yp=E+)L8eVky88=hCRVgh&AP?5gO-Q#Fl8#vLoA8JOZfVj3!sli(dpmcW(=ZQ_tc zfaU;zm5PKwhm4AR4oS-p`+vD@@$N|KmZ?&kUP4#Kaq>Y z<+o5YcgP;Np$3IK*`=0?4VG>5B!P*^Igf~NIuSMmxu4WC{bJZ_t898YYhtORvZvfK%jlQm8Q)fgeV`{o=hWBicJTZ5s2 z{A7ny|2g1|tPOI4G#nI7-H@hD_b|P8+zd`Q_eAb|2v%)1+r>e+=@x5 z>)@_Hm{^PTR@Z2*!G6$ycO&BvR(5t^Tv*cy%;ui98d$?^kGTcDU?|S1VWF2BtjW2Ss{eS;8hq5{y-TLA|5>hLx98G?Uk*^ z^Va?i3DEMc&^#qd;{l=LC?z#NOQgo$i{H8XNi?7R5rB}qIsa6o3J?I)@MDV;giqz+ zdL4E@)`L@0)u8+E8%NTt007zwV%C`$F-JA?1|o%}Q~0H1BxtseI{r9-|X;#?;4xWDCuejLFk9y(-%0T2X6ona+O-kGui6a&2O`cWdFEXFH}`Rb>u6~>RaNWZ0IFtUsv?EZ|F8u8p_`b zi@@p^0uIYX6g>RKaU3x|>T3|{ZYdNaS@8xE9ZmE$m$t9L#wGLE4Lp*WTd?Xe$cC81 zWR3(s_D3#=wWp83-XPUpQ1rWP5X+G^41rxNF%PF(&JbF|$tQ0@V=v4IK7rUGyztSH zPWi|?P8xe%PQ*G%nfC3Pq{7x_pm)Nw5D8bN$K&?S(|D&SE?3CV^A^&#{|j$#6;*{E zb&t~0B`qD&9nvAvUD6#=3KG)Y(ny0y3er-FbP0keNF%9)Al(Y$UEA}0_x>O5;~m%G z@Z~6bpI@!D=9+6xJn+3M-?OrP$k1WZQrg>60U!^myk{Aonsd>IJ@~w%pYTz_-Y&bl zyE;!VAk0R56D-s=7*1i3zwnMpO+vk?(#)~@Jo%Tg>AxGXAbR@fF6(A{i?qyB+;g`7 zBL9skoCI1a6LW+Y)w75Z8LbR~r zZSXRTGdxsK*=O9g9TlKGhZg8fG5pK60|x-OsosRjcw(t?I`v( zjDt?r)ho4krRCI#?e?|s;okA@jwk0ekyaz5P@JkMv{P))K!vHQN-u7&TbAe9X*uci z6^G41)Gz)41$mUh&gsK#5WRz+FChl9`<4WQ#v(~*bLg0Q4eOC8?6=sSlLRm0vCE-h zF^|v9z4FKK3eq0gVsB@svGWDJmj!Z?;rZfCDX_$Ba+;Xz+J%>5bbY$_6{3Eayg*#A zpC)73Bzt#eMBy>t|LQ}rB|040&pI(X>sa4HE&Z$B_`v!Lsz0~Hkt$HVb1eaaka~(+ zVSz8OQ|J%(=v6!+N1nNrq*vS>Y3^Uoai4~j;oidBj(H5WcxezzDrE+2A!(G=o=KF8 z&V#aO*{ujLoSs8@gbV{Ua$K7^6$Z5s`ZL{F*FX)-V3)1RQY0?X!UamyK& zEwKw8HLqYo$Y<{^j?RpvJ_2h|{jIZQSQm;NYHO#!RB|y*71icrE8Vo$D^t?O-w)-%i zaeRDSZpn35mJXXVD(~Run$ROCM|}1zjEyOG{L_U&_XiSCBid$%E&cS_`6-unqCgR9Nmy3fg!vy`>*rG{U2o|gn7)~7S@hYV=wVG zi@aa=N?%%9(oC#FH!0VV=HzsNk@_*ZLO(Kc^1l-@fAq!{dxz`g$sp3&TcI=kfdM}p zY;5q6X|6}b$d|%Eusk-t4ahxYdYs6LKVu4{d=89^Yp|4(c3+WoNFqAF`_oXz^PTb; z$p>2Lzv<)}FWf7+hW^Q~R9^54QLwXyW(s0Y+D?gK%9>*aa^+tTy6Psr-th_Qn6yoy z{BKuyD_FMuH8k*c{y^EbxxUUY3I+4HpbN5iH=ql6TIWaWYR;7V(KG>+A}LLDx9o3Epw?3- z($cbCi?%!$GM~{sC>KL^y9-UxG`D24kSJW=F*_e(!y*i6fz6I`RWi#4PVoz&O{7tA z9TG0b=xs!9u58Osy-O1Xhpp<;<(b#x?{Ui7T|qu%5{PU*dV-XJ+qXtU>)}4XY@@sh zq8{Fl-!QW&2sJESNu&~fx?jy&c)QGLy(RLgb4y{KlJb zMD=$hB4pp+EXSzm_X$YqBMWk&gr$ z5uz1s$}_Y$qEq4VU)+f1+y2dX7BH`)y%aok$I#Z6>7m0KC{_{oVQXR8=LMJb;M*2I zv1=r&9gClv_y2vuzNo6!9Z`cUt_USp^YMsH+&H$axC{p-Rh!$NAnze?IeR3wJlOUl z{k>&b_gI+57N%pekA~avP%6`WU10h-Hgm0S`8L1_u4H@s+DgJs#%YRj$uaQW*s<`# zq2AZsgq?K$ppABP^rwYzKUP!W#*eEpXt?^?Y$#LeRZv`OIH(P4e1fpA&2;>y-Qgn& z<%1iQdtl6L{`#E4Xt+K)u^D|L!-SNemM8k?zihBP6DSo`*d$3QMkL~Rve81QI;en^-d0S<)5s+Pc5^$~a zADFu)qN@LWzE6;|*477OM}v(i`o4Fl$A|d~H6~)xR_W8u`ts{(QQ!Qx+Mb|IGF9`+ z-eE1|y=>i+4xO2&o#Lu;etv#1)mU=zPWx8yjL3*H9@tMbQP2**tWis`mGa$D301}HTiGVl1F;eyEp|n@`44J%kNDhm@b(u9X zZPJf$nE@Oe0%;1%y0%O^WN24dlzJhRES#{f`XP$T4VzK4bSuw~UMwhzE5}l`YMXYV zN)63>T&z70h=UX2FHvmNt0=#@b?axr#D6y--+tEO^l8Wr#h_^kHXuC3`vx=CqQ?^z zFnUy2D~~dMI(`b4Vu#-@^zRx`p0PN|R9k=Nk6j|b38y~^bR=>E_q^|}8N4+N<(i)Z zE_A#cF=KxzT;xEbBSYHuJ+31aOgcjmUmjnN$;OYt^ezcm!E{^kFvNz=ZR{*CN2|ZsP_!;QFoEvReIkb%M{W9)Br-zv%#i@I6hV;ps6;%KCWdawtSPyGaSt)+?!k(>f(8~F!8DRmf<%I3^+kHj)b)r9G zdSHV1LhCA2e~;G9$*JfkWcchH9O03LB}qZJ=ep4u*1Y&IfiOrPTmLQ+DkQB9$k8U9 z0`64la+OdBhUwufH@+|50o+P?rdh)i&U)dCw?4TT^y`{4^mpF+B~~RiueU`CWX>Lz zZ-loFE)_-b(|=LeFI40pOSUILn^dd#&Cx+t!zQR5fS6_7UN*}qjU81XzY%Q%jsD3E zl?Q9W7si`cxV)%x0{Qb?BrHr@olcuWF-_X{1DL?Xuk5F@$csK7UFPS6>fEK*J;Q~V zNJ8tXI)eayyy(3PA_iKY!JJMnk4ptTEgUFOn=^}0?+LiJw185W+VNuoTFDiexd24m zWl$5JZE|{6*;lIati7$A-6}v;vx&i~XzaWS9hDiX9Isf0;4dQRP@?0%XqP9$^<%EM zitO?2&DnBs^8cSl=wI5HaxvRFfZXcpICT zQm7~;QYi>t@GU|A&oSMw5d%AhZ0U{L3+t2yv6}3Og@yde8W#L9wW5}9w_KeTZLw!$ z#;UOka!(Sq$2jmuC@%jkrBFb&7pYhJ1S$Kru;mAW^%Uoyw^mbBOaGAPAfGkgHou~8 z0rb>+{2ER6)(}w`ZTIbtL|KF>a2a&7<{U7tOEV1(xxTxZ4%g4ke>1JQ6N1Z~CdULX zc(Njst7ogd$_+cZ)Oi_z^M7Y()@WF>9QNoML&_)j0hSWLjuRc1{nSn{D%||0W%3i! z840^0iY`8UpNE4q_Z+)nF>vd2N3d#M& zTi69R2j+{XeCBP&>$%lgIe#Suktp{B3v+ED0bAif!yQsTy^vK`$IG-AFSI^OgGXj9 zhF+lq(!+^7pMU(RLfPDrVo|IWfKonrzx<`AMk=I?Sit+Ww-eFH6{0_wDm(~g$CXAt z)-gWp4`0(uAlY-92lYqN#PW?`))R%3XZwoGf&OOiT=9#LpkC9@uN(8&K^K6EM-BQ| zgY^1v7Ui;f%i?)6lQ3z>D=J`ux=Xhd{b5b>w}0%ZAFgfm7VW-rZCLIPj+LpNlzKM) zR~R~c%70aRq4~hFGcc!t!h~s&HUh-BQoYJVLhBpkDX5~(clRmxiDRv))$g5#x z%ICPuvizNJz?M(}v9!wb1m#+%#AtHLVr!d9T2<`Fc22)*g9FcYa;6O>W>FwzJlfrK za#{xw!;V(a-I}Tke12;e{fyRR25J)r5(ToO0k~lCf18DK@VOVdLPES318Dh2an{z> zX7v*Wr=w|q<~aa;_eyGhVLA;|{NB~Hu&3p+IR2?2tD2+!8S3^rp&=bboMCZr2J;9~ z-dCe{b&AsF6Lcgon!G#@R(h_)2N;h{riEx;ic!V_lk(_%sQe2f7)2|-S+BDDu6|Is z^-IyPPzvWMNE^|Z7kpn0-sRp~>+z%BfUYyK0 z-(L>cw^}y)Wb9iJV^qn+qWia+J7JSnX1Okb?g^n9nLGxWkTKcCUK)N0Abo+i<@Qrs zj#mmUo?V*$E6g1`e%D*~wI>@}Skwj!?{}%a84Ue;x}ctv1glRVC<^iE##Fq%T>Anb zKioJqr{U|gvt%J*ow+TJhp3c`cA~U!yub0+Z^cXihb^4GG#`pd-H-vA`li7#iF|fo z2~eCutlsSiULPjabrZVGB6w+%ZM;Nq%wJYj6+bxl-PlosN>S*zJp&@yb4NrMVD7>~ z9s(Krg*Cv8FR~DU(~mlsaWz-i1!Pq^aEyy&(=hNa4i)oH@J#EO9A!7vcrVl@Ey%3v zNWdXkTi{j)5zF1w1I;zLFUsCZ&3*ymLr`V54+6UB+qkpTkw?qtScGYvY26eE;Qqd% zZD*u6$i7{%V!L1*e&?S(3|8q5$LCjnF-ZT3nq50#D`?fFn9_7t4)aDb^75-7&<2qo zu1BGaWH>5{zzulZ(&EZUH-E=4oy+Nz!u>Ptn|qFR=Lf5OL4xxDOR-K=h9aY4phZQj zl-iZ*Q53%y3p@fuIHZBB5S591YBUhrV*ivvw94X;FT&Oc@eqIe__^@(jbu{snZozO z<|Qm*wULWwXXcS|(Iw}7DpD9km%u7Q^co5WoG6&?*I5KXbJ**0GVa$Ne*zQ}74j#1 z@8!5*UNgYJfb?1mHIu_IJ`T?|hORS0XCHJk`I@a%C%jMkpbH>LE<@@FZ6)Q9vmN8$ z@c^SKC|x}%(}|hr%_m){^$P)T2T4*IMQmJoN4kb@$k>TXy^;sxP^=dbSglo7R223Q zeJ7_Yot%wy{+KI_qoHqX9EThP9iOjd%$>Zr>nDb_Ju+u~f9?GpM}#v-n>vb`md zJrcIGs?kn9^7rrG2RSy5vg+!DUcEs{&MQ(95xQmQK%!u=yx2(Y2D~K5Qrkodh(5IU zu{wz;Tl&n||{lCR8i#i)h0abtLBerJFqMET-E zhGQ;!YZdj*4MnA~g5i4F2>P++-|xv*Mm_`{?k)b@*(s&G!8Vl z_H};+QPcCWqA0C=Q6hcqkAfJfcO)>|QRLsY1IVSVdg*u>^wQy(jx$Ow=MaQn=-WV_Qu3@dwe-W$6|XD^GS z#QqPt29_6i8Gl9J6)M8{??4TD^5lv3Z&06@YhLbx$NAGAzK2&rvdP~U2spn~{(H0{ zGBe3c3>6p2C-3(4^0~$AEcU(({Y_q~P}nwozw8_b=XB z_hDGFJdH8Lwt>1yQcY7cDHCY`Dx@6wS+OQQ+7~ZfW1;gjIWyzJ4%_)l692~cE$}K1 zeB*J`jJ*L@iv&Bp)^E`^ZXji&Z`$cUo(#dH6+JI+azl3twWM#on}FH5ISaIp@Qsg- zkAJnTRGYO5D2L&)^l5Kdb3Mx}12IS3J~h8zM=Z;0#i1gO(nrZC%>%kYzEWZ3-}S;? z_s?e(F7iBu)=WV#G`lt!e|U{hNF0xl!_f~Dyj0;L%e1tJA)eUqE}1&xD7;#f_QG9(vqg?hqfxCqpPdjuNk+mnlH( z437U@@!J`Kj$?)N1c6^R8d9xqv0=aNr52gPgOvP{lqfN@C*)3_vSvPW`s2>E+5rvV z{;CXwFgy?;7y!Mo-RtA;~W_ZeNK4tTEU!uip=mqUGolV?0NTIoSG8U}_T#R>PF{<-7rDNZ&) z-%J34SFX<k1;jfzW3@#^Jv*GSA=M<-Xl~BV z4S|{Ug}2#oNG0IbYTt`eM={uikrkz6+JT?4@z(C=c&DEqBM=0A&Og6@);U%{H(h=- zIy&4K*gONTB0YwufafMl}B?g>mvC=_3dK|@CFW+G5 zm20+$udL!u1|6~g8rX7C-D-muQF|2~9g8W%T8TmwWIzO9J+YON<8<$Udw5!?jzYy?`H$S(%d-uhVMIj&{pyDaJxVSjAM_FEiilLs~MBW{@FJ7K+?ht>T zRC982dM)#f^7FSRv|c8rvxx*)0@^7-IDj|*h)?;sKSz4!&K)2RylZn=)xszp(TJ80 zI@Kw&1)lgr2t%qA=8{R3CJl!BGKXOuD3!8?xdWs?NlafDX<&@G?UIL`SYZ< z)l^$7xMG69KY_;hvJPuJ6*RH)Ss*wNH;KVyelY(6 zgv~(54`lW0IMzW-`j)8s3UGz_?o)X{W~QDel1O_47kt%AOZ!JT)Jb9CKsNgBA00Z$ zalizg>@Ph((mmh+IRXlo z7#&6}?$HQR-Q&mnv}cWI7tR1nO-xT`&g<@&&bDUxp8OzMi?qN7mKWXc&(MdOpCo)q zSYWQgYw_%?%2Z|teOZ8|wz_&U*!yP;bVpjPdQbvM9Cg#GfWr%q(wwBPNlz9m(|Zu7 zWjX$VOvYg(Kl(&NKmJU~?T|j2&jp~V4t3l9Bf;$baW{O@k@F3z+yYdC zxfF^n=Q0qK&e>09_+om;NIcMSr91TK>}i)#a zdHye%!;X!orW@n1hIlf8MAKrSGbk_5gc^5Ul7)n!PmTGuW*u`=hlFORt=7yauU#1c@fe3!c1tjTg6R`K-DDVQnw# zcBYl|b=M{WrI8=+#ZG`6l)`zG;@hJoR~AV+R6n1ag`m4|A?PkIv8rnP#@|17L%H!f zS;EN$@j|8o(@OhqG`|m&j_rSAXm1@}!z{$ln@Dt@`0NhM^lvODKtP>QUCpg@Bb$vg z$pnd5X#;G7vlzPI?n2q~Rgsc#0wW435S>QQO7zk*Go6j$@Ix-pAs^RcTMxjbs)+ka zHz3pBTfnuzi)bU%@I%;!JeD@3#a!*fK>w)N_RbnCY-!1q5ioK6F;?V-E~2TbDi(4r z8G=JdD@0CpPbJksiakIQ^PP&HpO}3Z&FBjozzuxM%^nXZ{5V*88s*PE=65XUVf$-*dX3`zLPU|x!d#6Q*L;tZ>QtTe@4;; zlv{zj8b|$^m>-EDRc2N$0%Mi@2FB@v=jT^syH{stPuLOsHeRE8BpEi5+n-PZRNl@Y zB)8~?N&&1jyb%X9~1zPnu2W`oXRIr zZH-VOClBcF9>*V9##}QqH^*b*veonT7-2HNuYY~y6ZV3ec85LH#tRP2RR`LS`ntOq z%GtFyX^}po$|vR>h=l>^(j^P6LW&7Plv~GCy@caCv#&kw+*_=GFq%#nXnUdpjp@J% zV8jXExii8WpC=kzZKLC~eF~k-qeoALHFAZpY_(NZAcD*rAY*ThOslU9vb-2hpg^k^ z#slW0Z{>sT9!XZ&-M(3qdoUmy+6R%qX)b#R`%+O4*FvXt2}WRXrf}MocL@jS2km|A zDmQAr@VQKLbs}hSbMPfBhVQjxwW$!%x6SZ+bKbD2fPS)Zm=gMWX2*t+vCF= zp7{&8iyz%vila0*jkLL7iVZmvf11N7_1~Uk z_rqN1d+z@SG_L~ratNy!F+kMmH*C@RucPn1T@!m7mpYJ0vKy2EsVBsg5d*eYQe%Wa z+7(id%IBZAL>9UL4A?CczY@#tAYoax>G2sPc-9Ma2u!KiyR;t-dy(%KgT`BLmId+N zXCHnVo^K!`CqUZ1M%njz);bOhI@0}niTT~%^sTI=%wFzy@s{&4i09;^PHbL_E6803 zx9(vOe0Yt8!4SfWEWT5ff=p}yz|iK45TLty&tZBpG@>+pj6`bQT!eVO$yf!6<>CDc zaaS3*DX8>-iKb)~Dp?e>Xpd&|%QwqU@^p~LTNGMw*zh?|vaxeceIh{-ZT+9k69Ss7 zg&>zhKYeJ8Q#QzfPRILchR)xpZwA@@*f2~ZW&4R0C1uYyaDj6rvLa{s_&yQj7SU`+ z#UhJ|yvN)n#F8}1baiuc)50aUja~Kqz38+2L4NpE|G3YR-zLzEAS7y+mnq;f_wgGZ zk1tLfVGSlwmdwjstf0PmvyaC&MOeqHv@dOnICP4sILwzt=&Z^4?x)_8_tQJrtpQ zs&RzSu=lHw#UjU)-1Xzm*+w_)CS@<2N#F7orT7qV|da6@?WI6K6;e7OK}PG zP@^_3K^vsabOHxrJ`Zo>tbL#-rrR+%%_@Xl$KSVCei^s%LS=OkqJI9S^q5dXI8X#6 zEKY&X$tsW%nvAk>AM^{sH=)H&5jVSrA0WRhp6oXK-w$Y`P%Dz0pOq`9yft!vf~9No zTebB822LoQet|_Gi>p#@M&UOn9@2V;Q7UgoVA95&m%fCh&TI7EBSLMXx&31WAg%x~ zOW59rKB?O9dOSAE))~FYul-oe z%Ln`qnquWNTR`2YY!8>_t?wbD+xlsKoHJebf6L3}xF;JqTQTMA$!>NN=?vxCiMGb8 zABl%TN%6P>mqy|dQJDw|+o{>#M~s3t^f#0mbNR`IU6%Mx;TPcUa&+>I(^}$7HJW)5uwERq>b+!b#tGOeJ){bQ z56)2;F`h_N%f5mdjqLAkb1d@l`_=nvU3ugycPnd)u9`3|BAQW1R*pBeSY%`34Tg}g zJX?I=;v{92zCs+)u;zZ%M)gT}1_^FaG7Z?eY>pJQoEz@G{<&0cvA)-Uw6hMq8CL?q z${r%rq*jDn=ye_$|ImkNpc9uQL6IvYYLilNhV04>C)9@iZf%|e)24QIs}J37pp-SN@!@l`PGh!@Z)P^Ov}I!?cWu-?HIzfsrev}vBmLyt|qYJ!bs z?Qqw7RqgsiN*@v^+>5bs58f;XyEr+$s;unYMy5Ao9j1~bMjWRg=G}Z283)DPs}h7NuyHl!lLQL8d24i4 zgHi5x_i(9q>uJ0`?@Ea3qj2dk>PfIY#7`0fqvjv(Vc5oJS$qZ0#CI;_xSc=8B1cNX zTWt!XwsPTa*^qzBm~Iw1J7JJ=2Z>QCg-pmC zt%H8hTrLVpM1X2#U^E?1YUO{uK@sm6T2Yae}#(z-^HXLt$prTmDho}!1E zq41=c6)T6vzFRA^Ro`UUb1_*R(^&y3RB8*Gcmq3*uO03{;}2 ze0-YbzFJXRJI#!xB;O2dW`sb<{g68%A{$%qo|73>_e1zFrhf$Kqr2by{CuHK6Dnk~ zf^NQm>6bB>we8;GA8P8ef4!D75^2teahrIz9{m8@Zx_+C+ z345IR)MuGAdg&;79a+sc<~q8I-JLkwn-)u&tcO0n%2YRaI8|zHb3bL{z^+!ozLZ8e zZ=XK+?;oEeeD}y**0y`N!;7?$EvY#u{Wcrig1-{oq`IYtBG7K+B&(%;TL^zp-KO&hSgoLxCfduFV;o zi@1WiJwEr3q*+x$NOsrmg~X8~{)DvoDIl-w+g))#d8vtRTi@ilkAkxKjsnl!WHfQB zHGq7F;#LPE2G5i1#;0Ev8}H$w?6@-?3~$>7+P^C6z`#HSyDI~-%ipi&rl6j$`n&P* z*7?+GF-gM?m$fHFZ@F2MW2#zNmU^>ggB=zLkc@1HOIHf`N)tY&CkPOE&>^?J7y&-B z9nu6Yaj*4c3!OnIzgOLRZTjC&{WIFmmDfi{Q@pcvPVHST7Mv-1pABIXXU57Qnf5uU zV;8@}P{QSM-XHj%*@IwzZO3CJbNwCt-rZr?y)yx}VFkRy3I0Mh{2T@a1Q{_iM|tn{W+1V&1Hswf zec=h7zDDzq7?)+Ficv&-M(Bt21!`ujSKpMzCnuS2*^|GG6ORm8$AewTd6K==InPzZ zVv~XqPa}e?loqaG_Ie4Yunw(nBit zr25N7((uk=i!p5fbwDjQu+XUta7^&xq zE6;uVfyOj+(u(Ke<|C&-?(J-qzL)lJD_37-riRWH#7DQ1lv$Qf2?Qqk?|Q;M5tqGtw^g-PuVScbY>)YL3{5=dXFeVT_Ry{ z1?_b;Xr4W#NUwP!dPu7Ji%VX!`>gUosI5KETZhE+et-HsNKvn_bCi13%Rje^Sh+Lr zEq8sEbBD>QqcKRTj6<|gHU)=Du=hEkS(38pc#3`Sb+xF8IuE-@t6~Nae9?Uw2=e!S z>sRY&*tsmE627bCZfSrgy}&iGN*{)Gx!j2F|KiiwMg6a;mW?!uXx2-6sF&i|O`= zk!Rh0tSZVRZ}0v~Vr8*dr_*gGd(AGfj&RGMW_#(8U6XL=?F;ao9$X1*L`wp$y6}Fz|exn_l zg|&eD6&>S*sRIqy|I>|#H$%@T@g6xk@&#CzesT%Pzxolh4OQa+6*}Mk1_x`DO`a$|pzX1Pa!UxT}pW$9}|vonYysMe|%b$loRz=7AQ^?}TGnFv57~uO@H~PQ4aZyMc6| zGV0RfUi!pXB>s(W^_h7NNw$B7-3Q{!pP|nMwtPS$@k!L@UpgdEYvk)`dJ&4gS~L2Z z@50g)xhYA!_v6PbtF~3zE)<%x!e}htH7|rD)3XckzTa*h(e0Ko>fO6<1KP6NLOJsc zJ(p~67(@EI2k^;h`QZo~i8!}iMrRX7P1d4#j@W-wdbQc)ZCw3Q%gg|rJs!O>UwAQo zFBJad-WH9ECD-Lvt?^#=o^@=1}TDAP3ktY)kn*QRO^v zm*&4jjDY2?dLN>{O&11}*y85qDHkDRQ8RITypTVq2S7a0;A3Ku8c)Mvbg<*(JCs=9uPDALkau!=Wc2ZvM*Or_Q9~uje2rs@| z9{iAd&%<=Db?l2eW>%<#Ix)f&RsG@rEVEgS)1H<0{*si%r*IRpP>18dho^G1SR)D( zWd(XpVvjdJ(Jb9p<9PXP)iBe@JZ!5O+vJr{93NJIG1jZdx8+YxpemJAMM);`;=wuz zwd&DVD=vOFYc2Xc&KzlB9nC|J`#^PP->7BY`obpNj`3VG!Yl)q%c6bu&%C-j+GN_( zGP?AOzVx<=blu)h*vR74FH?GmMS4hY@I}lQ6(cQOoVl zFzOy>Nc5%doO{w$iSLx-5;w`-`lnT~;Eixe#i@IYrt;)Y(NSs)g=-geYDj#EHDK!} z^%}?c!mzoNTVm>8nXFOlG06#AQtX~D6_9zR`U%rLC{rw-JyHQz^ox^$jgVELtBZ@^ zSGgLM03Z^r7ZE^Zd$KjL!2$)+>djh{W>tx&Gc&{^&@vhdR8Fv**V%Ktk8O^YOUa*N z(bCe3ADO~_=+y2A=En`@JmH#EaptYoIKgOQq4_PDktqZHLT{fjW^SM|rIGfIOT5X` zGWAdsv0skR;z6Miu!|k3-1X>8E`~r6`fm6r?TFAbf`N=XzAv8(gcFE=#yNFWdq`s$ z^4MsTX|jomgjDj~Q%4_X)_SXii^9C)!eWOU*qCyAGkwCbJkoYuUP&S!Lv6heNdor^ z4^D*d)aPo)e%ap=U;I|TTmbUVZ1IDZpY8Ied+6QYsuX8MuU@ggc8oKtE|SWwoBzIg z=i$7agL9Y(pNI>7k72D@>*MdyPd=2t2p+BlReE*;l|i$S_gQ@@V#0;mt+8_dZAn96 zs3iLGA+QWTz9yC%jGMIg{k^xH!nX6O4(4Cy%4-#c&1tX>7|GRv`& zloTusQPfQ=EhW8ng|{P(6~yAh&ew~;qyW_p*J25HfMRy6kIG85$F1YBGRyW_x!v=i zSL4pyoQ{8xtGGIhGKS&a1(vQ>7aNkn9|}{kJ+k`x^9{lkuv8asCON&Z$g9D;U;}1e zmPyYD464pnh%I{TL*d|X&_ow}At#cXC-V)taPvaQYUkqh${o#^;`Fqaw6|A1qL?r| zdL5y^a)H%nZ0lN{u3Pzf=O#Z}fU4+6)s=DvUSv5bP^;L%_}P`QKvn?t=fbW#6&Dfe z)Si8eSc%E@85i+Dh7oS5*=nrZg9of3l@}c_Prf(%I%3~K)tJii40;AX>i4yl413LF zP)_rJ$M8Fe0?#oBnyRRU60ACJvl|+Ve1pg+_%i29 zjRcCisSfXbbDzlJJE__9F`JP^v5dYv%~k(%RAX zhk}xrWu>`KFs{S%Z|a2h1w%lHZz@~ZiMr@T(o)J3~NRRV@xgh$9nw;iw&zKDX8GzvWx8D)gYm${f zYnI*5<6wUv9BJF&2`#npQEyT|3-jK;&FH>l#>nh|(`>{raWaNFX~B?ClfkL=FY0rk z;pzh95*Y#0Km1DJCOT%2^Vifo1UDg&xq+um21F~q;i4daCXv7LSq^#woB)u?>rO?c z910|A7aqdeOMZL|6v_psTA3AS)L)QMoFD20UmYqbNiU3#zjm47!9?D-C)1svS0Q>o zR?lTmUQriOE)FAN>yZg{SaEV@DY69`w{T)+l(60d#lQ3SHYXeIy@#9m04CB4f>zLc z6BcXR-=!cHE|t_ATQ~%pE3bAJS|`jl%;*ET+7g8jgyNjnr;ztksaO zK9~br%4qh>U<=R+yUx~k2It3yP%-|yU$GQyDWz-=>E6NLtd};Om-Zqe>bcly{H)yS z1_i-P^3B6!lyfN&cWmirCoxe8n3<3CD ze?%?nUYMdLy9UNl!e5XPjmsSrFGt8Ec>m%_*n^$(H=q!uSCd>HzxWFg77*%NJawp0 zvMNY@j_2)kq&0tS6ZMC?iHO>~tzDx3$AxdyclabcJiO16$GCRFz%hZg9^6tAZ%@7$ zDTKV4%=K3Jiw*Lg8NaQvEQGgAzgi$mb&q*WQ4XjdzyR2fuIp3YQ!6d0(@Ajp0shkN z#S@S=_@)Qb(QfmjsFTvNW)Mb8{#?uaIeGT|r#=e8FcuPQhN%$m?@{Cy7ckti4~q4z zwA^%2n2p5sl8~~10Ey5^B(|Qp`5$N(x;(h6aL08vH0#fK*WXbdt9LN5xVp@;bd`8# zsXp-DY~bz{U!Mmg&;YmNQwrSMz5*TrH1;2bJeEW%c#+jD($ds);)jVT-v@+6xV=@K zLr~($z}11iImxU-eZ~P*%dqs53;1_9WLzo!n6eX)a-q6d?GHRxi=11%Qf#&?nyHup z2CNlwdZp|`t_K^b_2fM`^cbC4D>eL07HA4KN>aT%L;ePa_jNnx%kR9a{wQ$7fM$_O zR*o;U(SXQh97nrLr@-)06$CSM6)Bi4d{@zTYg9IFwkZoOo@phQ%>P1;hK>(=rXXCB z;Gfgn$2|!B$x)P>h3C+h8@^&A?S*FVs&JlGRJjID-7m(Esu%dC_F58>kXMcPM5<+r z^!*%Q0YEsoWWH_;XR>Nx*WS>;;KQX>HXp<88XwjT!geH^m4FYhVG|Z>U4Q?$%|`$Q z_AyY2j_h#xomgWY#~~hyuvmoa?t46p5YRtJGYbE`v2Oz~Tb%l=K%uXB`1tlKFXcww z7*fJFH#LAjXGcemFybATJf=>Pd;9R)Eg;mI7X1C9 z##`3W7AWB>o_V8+5SoNc>jcFDke9bu6@FfhN@u;g=fw{?Hov}&Wbw}M9A>zSDaRm; zny5O*LHIv6FHb3fqUSxpG(*?UOiD@VK~A5XvgdEaswv_UU&5ec7OZ_F4E(H;4{BjC zAXMA~^^F951EYML|FW%Xa~?v|`9mENlVtFf?}4X%VsmT{5KB1PLUn;L;{>4CQ4c^@UDixKA*>GepjRlN-t@m+ zPaqiVEp@0>i2`?g3iIW?-smv;5Z;f%+}_Cv%(R)vEGub3lOToRBG+Vh31j-}h4c{z zPXBxjZBkKtfWxD*sve_;QZ0Kc;iIQ01~fZ9pW6!u0@-Q%K83005(h5z1i!9K@RgBp zEr@K?5sa_zfW*y3H@x3#X3UZTVqz6yj>yDk2FfQx$IV+X^5BqSYvd39#vLy?;wI*t zl=Uu=9`oDC-W=BoHPj=B&O({fOGE&}$*&2gxmS;LdaKbw*saPzBquFqEb5H$ANQpK zXhJp5DaqjpO_)ailX}JZasn6UN;NS4d^yDOwy*5OQqVcP)WCGg%!28V_-|>`2*F8o zlQ<;VmO!Lh?4AIf1lU#oPdq5q_qyv1&ffGvdJ$#c2J~0go$c*3!Ag^N%1BuU&3(TT zo&U=1YxB+*>%K|V|8P}y5-XP-3Fs{n|3OD&4)H~ztoK}}<9M+U76k1M=I)hxwSIb; zfBo1WpON^rH}Izoz6=30{KfU1-Tc=g3=%Ko+F1U>vMh^XYHbuA6}0#E4PJ@bss09r zhS2%J<#u}Dtc4C0mUE25=Ykr14Ny1QwN{qvsbIG_ZbBKPSDajB*l0IE%I?DJQ9bg5 z$)L__pw)PufeCd%c4{o`FS)MEJqbTHQJa<86sWoMSVN_ql381Aayij9UeXq*nW;$= zp~l0ls0vZUJs>+tT7ReCBq&CfUe`@aBcmFcAsTqW*SrqMQjV4ftXxyIZ_eBJiM1jW zCJd)&bgeS)%FyJyD1Z0b_J`%G%dM}|f9!W#Z3M0$LHx2fz5XPzKlHzB8v8{eD;AXK z8kF4w(2ct&nE*PCJC>zH{zSzY=L!C)ZWn!^z}vqExiXhKg5I0Z-p-B;x-p0pb<(jm zoWbcj)4+KcDKu_UhEB>aOMda85C4Ve)3ec)AO$#hz0Y)6S3L8S#BiS77u5FS zyl}U=hm2TB)0Eq_*MJC93zhb>mwS9RW?g|DQ8@i^p@RZPmZfBp1FSJT~&`_w)F$) zzh?O_YBoF_Xp$P>bJARzI3$TU<+iN;+4i@H9fo$VvJqS z?C1Z%mL>M1b(N9C$NUtKRvCJ-H255`LU;S8vd*5~RQ#Hbov+jkXTC8mdGvY9p_LW^(u3fv5(j`c!gn%Fof|MwYbazQgcQ;6PqX-JpCEZ=p2ofTl(xnngxaaNj zyzkzBV6U;p`rsNm@Vw5L^O#3~WDRUTmb`Y$An)Ci|GX4G^nJS<;AAisdU9tHfAj); zWq^x(;P>}Mx2U1+K^cOmvs3Ij0PLH>B+EN%8W?)xEY%`M>z67!_|@?_q(NoD!579& zmu_V3Jbr|4?oxiD_t|%#S>3_kV%|w1=VTP`dh^Nz5I=)1;MJf{N0ZH{TDROs_xv~E z5`WeQ>gMD!+WPgoSS%cI$h`;lQ`UqiY<#XP$|=&V9sB=bc|dIoK&fuEIc|YIRM9UD z(7MW}k3>g{sb8D)bch3~iq?6t(j;u?wU+W&^$U95k8A%pC<%>UeQ2`Q&?U3)4YC`N zhFk)fv`9HpG)uy*j6R0Bf?ysd`07#r7MFx&wQBDp217FO$24Vq{jzs~^yM^0Q(Q1< z0yd8B)xylo>vs0?xK(TVEuQwHF6^oP~W zKO_NOAQEWiHhRonzASJf(WJitub1N?+p{dSV#9+;2Vk9_IEVK2cyvMG`Mx@bgPA6Q z-)5t-+X5azUtpiVi{XDxpTlB6mWEN${kwOHYD{yI`H`^_o9O>8swrmm4IAxJnTkGB zSk(go=miNmmpep#hK2vjGWio(>kTIq;j?)2X#Sr65);Uv9GCwpWbE#N=?L4xhjfG?Nb0l0KkWd03tPDqq((0N&6kQs;+9mLYR?=Tn=Fnr=Ni#bs5i zX8mNbM)BA8Mjw8>4uB~)8{sP_JIp!6%K3B#xU#XYc{r>_=m?5UTU3!`S z-sgvOrGAc}N>ESU^uOfaBw%Qv1!G@E+$pQVlu-{1^v^f;Q2gmH9t#XLP8C=~61hjL0eTy4=A z#2hLtDdEgIN`{8ze=>QjZ(n2IQ~j&{kQv$}&A+U4_VYtBuPg9%`S&ZxIX!lY3cxig zm*fln8j+D3UqQnk6kvbwOX4`m%sk~oXEc3{$J~q?eNRv${a#~LzG=(=EawmBf33qc z{)1x>WHhi;`Mf!k$T@?xB$=^46vrWRb7Oz@4u%w_WRmC?XpUVovk3Y`tx)MoMWNW2 zYQT8E+|Uft{8s;B4Rsf61r`nsSvabGT5_&B%YmzUZyUYex zLB?ZSio?eMih20JBpZ5j6WSIX&!;o7RuGy}WOEitc3$jD>Dc*xquB@g>;ux<$OqH) z|7abiT@EqoQF1sK!W~k_wL~@DdAa-4+RNhx=(xP=v>+>LXr~st|3*Lg6%IBT&ys?j zfH0sIQK6)Z7Gh#325*|b+%n&hmFT=N2@KsgZ9!DwPC{U_ksF&X>*2FvO)obSR+iyL zHaHJfWz*Aj;4rm))ACt~abs{V-X^K0zp$Y)ds?`N-+wpr#0vCwKbiV}|Cfe>V^hSy z(%cFQ`(=5Q9?|apdDc)z{3NE?!+Fzsdadft)Qw-FJpmW~NT3vP+XIqn$HoBkz*QM) zt>7H2U61pyx&u$r!1H}YIMOHikKZRwyHXK4cL+kP%9Lp8N7XLcu2{Kp>*+Nl_~1(3B2Qf z4Bp7 zr0rgnUckoejqWPY-7S9m@u-i+8BMCl+g{0U1Ki*|Th$a;z|Zpp4vUFKBFL{<#UZ`o_lSP2}5-%1Bi#)%3{;ed6By--2-@9bF zotgi@pkMy|c?OYKGR8hoOjEMfEg6K9jTy#!`@if`Xw}Lp{dHz6fXP3}RpbF?a>ZtF zEZ<}GN83%UHprxT<7hK=B#o@P`uK(!ib;>}2GVD3?x#1PKb)?y23+RJ zpxilVmG~N>0^*2X(3=+f8;6LU_M)K?fwq%nn**qU&PHkv5cc>tD~N~BcvxN>w%Fz` ze0mZ59>=x|^l)=CGadjKnD;)qJt>&wFFwo8+cRHf7WEaM6}Js4&NqawpuB9u_9wPs z$&jV{S2_L9GZY^D=-+KRy#ll96{*3JEKN8{(F28d(3ZFHj9Dv^LmkuVOiBXN1jVy^Ru{Sl)7g1625vm1MawpsB5G zale%rZT|%9Ry{G6`VVfRE$75NH8upf3`TQARPYcU)_^v?dYU3ib#o)Hkf+CkFZmKa zQ*8u};OwZgK;u8|VTdT%BPD(=JhvP1@;ZPy8Ip#m!ox19$K|Upc@{iAif@b&AxkM)42#*u?d&kbEUtfm;yroX;6b?*2=G=q2{3yOe@%a+&sq`YDf$m;3)6 zN_5oMW;$FS2JhZm51s6R7W@4H=Gpe1j1*48U(!#6#!0iJ^dCXGA+NFygK5Z|5Ds%INF$r?k=|!xNBCFGA|yz+UFV#hI{wCs75~3yQ@a$;`4x)#S8iN>TJ$%1|2tVnv~=IN zEAV25AI;*J+ZlMA>`bXBHe4X5#F9DKx*D5lf_oCc--l9=5Wn*ZVPROLZbeoA*D z^EX+ch4qYp9uHks+0@9J`DqQO@2zhW1EciKbjTrMg*)IaP|qQ6UJlOro;6V4K{G9f zEo^OF(iCT=Ufyif85a)HePr3?Zbx;^)oJ{VcW6d3PbKX1I|!ASr5>WNM9`w0F)KgE zc2B-46Tc4|&~vW>lg*4mz{O&<%%?Fpf?H58yrG5q>W}dd#wKCf*JVavDg94*e!H+6 zK=XCQ2aY6U2@J-|UG)FMCg}ran`QaB8m*k~tV8~oJ; zDz;__Zy|Ls4CIGlVlN-q2ruJkck4>e4ae#k!({hOT((l9(JmA|E~Ta%hIsib5Ar)R zi3cLD*eFs|yRhD1J;cmTWo9#cHbRo%rMyw;-+Xh>C7_v0TUX*Px< zb&$I`*!Z!N-M4FLfU#l^_B~qk+qu5U9L$}oVMkXRkFn0tI09ml?btE=nmMr|LCKQshQE@P$tT!qF2pXi5` z!J}68)lGbjP2J&4QP5m5r2Stef^oD~jm0>$$DOFajVQZS{v(DAj4V7am$Ej(l+AMZ z8&LIBZj<{0n`yx33|Pl;q|41}>gtusfB4{icycrNHkhOpsRG5oIO1*M+y{Nx9^sLV zKv%IJ)SCe2bX#}jB-Hkd1nppP36o+9$68TQv$+&2ptlG4 z&H#Z6w9F8O++V;%-}p&ff)<@i^X5AqN}N%Op&O}R3gVeaInVu1NB4N5)_2!FKjWx3 z@Z=#i@Zcmx38EGy!?=I{hgdSTOpx(&I&_n8Wyh}#F_Pr<$~miK#vE+p38=~pl2Vi7 z;SYAg9Wxss`lp9Q;7^O8%J7O->yw44E0=fcLhrF7PSha#F!QOaLYbo~YhWmCQGf`Z z$qBrLSrcR(a9uNUmEpvlXjd!j_iHv4WA`6vub7?f&w=dymH)u+n3HY)f(xD&=G*C% z>c}R##R$P<5f>NNQ4H{g8a{kLj=_ivDD_g((DBL1q0cuWbT2;fyq$#g7_uID z`SOO(gea4&(r6FKTS(E^^qZ3J-}zc$Xg$)w!SOtZYi&qE^!$YJMsf0|M<#g9CDcx8 z=1n!6)9x-PA_XI;mD8(S#?%;H!fODwx;#olXCWwkeqGw=9Vtuc)?m6+Q@AM-RlCHZhX#re6~vK_?9ef| z6c%A8YZ6$qzB8SWB|xPi2Sj}0nn%SDOg`DLtIIx0xx3fP-o{Khg1^ZthDNUwrmLL| z(}3Vb0tC3Ji0u9X2Itf7Fw7my%;*JbgWr7mwjncZhn)JlNpBIWOMmq4S|58e*5(1H=o~ejXPo8a!nsov-l{bub*klUE|bsJKDDyW1=DS)^}r){`~w0>Cab9 z&CEQX6~yj|F}Tk)&)iWXEv036d5i0idqieT;8JUOXg9Nibg%%~#P_GXLbE91mU z&*^B=N=7@7|5QFgd1B)BRT~}lhv4ivzE02fBwp`f``^(u>x-+h^C=?q1&#SQNiuVkB{_L*2uxN{EB6K%Wqcav` zx6GVCqh(%cbMt%+oZNfQ{92+i=Pg}mDS z+KcFed}SHl@QQ(P>nxNHb5mkSp*=8{JNDu30|DpQiA7&-7#eTn*c-26V^bk#vO!wxXQo^vd7ocG9Vws$r1dHF#Uv0StQ0#G$ z#1fP=&pCvOF%AeDsJtl&e5#Lz5CXi9ih~i7vgcpAp=D=O0V@g#3A8qr=TR3eH&zx> zIi|Y_)kvx0Wcc=O1y6Ffswh$8CJJZ37zR1!=C)|Dsap9P94YgE&LyG_5Y7X%-&1$T zU=cJ!?suuF(@VXC=p+tzEuLUKs85qH3tGO{X3^5t*47?Hi^J6O3*lXYP5`n7`Xs>~ zlpItfgyD&@skc%)HCcCG4#GF$-=E;~gh@!K74e%M|Mxdx%`-YRf#FGXwsl>`LG~?F zldWRD*YiLy+&Wyvc!kxZ&Hmj7t%CYBO+MuB1aSmxZErthV}o!xJ22V#;dYGu*Zv#0 zDdm<_R8$ld6}1oD$9b%fDWI;TbYok_<1(N6Jg>2l{0rJiEig>3*`hdR2oT@?|AXTR zDh)N*^hvwj2IqW)qpcg;z;}p^U(?*Z<{a4*?~-N_ zqC=UffX>{ok?>OIUwCvqqD-5_S%@zE7jR$Mu);w3oBPiYL97kXcp$)zz{Iep@NQFfs9JV z4{(=>>+UGzv)AjuLWH0FJ%Ml?=|noI3SldOP%WK z6M`N_Nly=i>d#v)fX)Nt7Xt$WN-s7G9yPpjtILEpZ#)6hWqmNe18tAmLy8~@G-E?G zHB{P8`X~f}FgaP+u6-9p5#fuPR0}^>hU4h+t%=p{C(aT0)E}nxAOf%2bRZE3ok#4} z@I!-gq%IGOF}`9)vrH#1*Bbg?%r&Wia!F2<4AscGRM z+DY_IRhjOiODjxd$`Poej>!{=RLdH{5{@9rL$kQ9VaUO1XC++v-L~u27|mInGK9Fw zNRQnIZq)GS&kXtn!Khb5FoMho&C%5b#l%9S;;Ud(X`pa~2QR4zoRM~ZBeW(J6}?gR5)8QDsk4@jMk6wZ5AoB(bTU*nO8nK5BataS<5yaugaW^Y5vDIUkKsO2{|-#K`7!b*(~ zYlTIR-L4~gywZJhF6d#G%&LCT>?&LL!;-KZx}tnda4sB*x^*=FZ~%0%`o^MrWzGaT z%+^_XFv+T=10ymv>8vR5RWGCGRANccw$`cd4|EwwM1iXe7o4}(n!MoNY6%kp@7yDn ze8>#L&)_l}guC{|2>d4%+5h(jDeC|{3O2SR45Vak7ci`|VI^QVTcXBvWh^X&_M&?; z6JR}DmRGgbU(ppm1U^kq8<|%7sjHuW@N^9cJdRIFN_zKBfu=A<$qDi5+e=|MxVb&v z(Uz{#Fqvmm!Pfur;|GLxe%{@OW2XZO=9cA07z8FY4|=86x*Eq4$K1Jl@YYLuHzgBn ziL?TAh+1gcAOBC$D5l3I~UxmmTg0A2$-Whsh*NZ=6<6 z9}_ASf$TxyPEJKkKKUXH^Frys_D*>!!nG$rFd7bAPZXpHehGUu4YTGiiRWcTDC7#- zZGKmSf(K^;Akp28XgxPCc?Fuu^%(P;uIU<)4Fsw_G8otLO0=YNNxf0nKu zcXHq2<%-Duf?|%O8&V~_+2yYT97HV0>&jbQxLL#d(3XMp9H2^0^d{Cna|2hr&x6`X z(8ka^yuG|$c&O^wYJ8=}EU2${2bixVqb@&vX(tkgf@=BkjYCsFJ8m1ZaVP+Vfn)XIwt}kW)}LAy*gQFYL5|4yI%tm{KTcG(+P~a?Z`5Y28sC3)a(M z*K1g&>+Vcp@(G)%*IMhqDEJ!8@l$B~d~D2g)@B)2bK6qy2OJ%XaL|#<4E5UM-syK3 z4AS{Pkt1<_KDN~y`iSHSX}iw-Q3^DRw{g^w0L0+aN3iEv(P!fnlv2iqV#u+RzI*1c z(D<_zkzEA-0xe!A#TuG0l~wBozsmJzMT96m*kA^8L{6F2LO_IlBx~WuUTNInt(05J9-Nsok^cufMO%aRAkqD z<&%|3S}8!2Di8u;UrZV7ZD2)$x*^gbNDe0F54=TNAQZ5eK%5BaoP`d$T`HUDfQKHdsa3KM^^2TO0gXlT;_JxQrY_xiZ+I?0CBZJjyJK3bFC5z01M1 z>Y3=K**Jz&$(k0;81z@NV&DORjmSQ z098JDMlsQIE9o{Zmz@%EdxLLQE7j8!$s+Y`cwno5gYzT&39$MX~p42bw+JcS{r>LL*FUr_}ul zfVb-EBm*e%BD!j07CU{B+I51M{JVlNDXTf26NwjjB^#0c(ZrV$L(NaSRe1A#TqwJlHFp#iv#=$Pi{TaRUtq%3J~4F z3nf7NK|fO2A%!yj_!5kR`6#s5PY9&!z+*rhOSxqAsiwBpGVDbLpJULo zGJh!?iy=ifx4J$$N;AIyF3}ju4$ZW!>ajh;>!-ed#8-$dveZC+QgpvV*7dl~f@QqP zW)AZQVd>2TFlC+vJuMb@;fly35VcC1pY0A->~8uP-O;h;=HBw^6OjDC4#g({nhu!Q`7;Bnt!+fT>J<|htEoqGI4X^myM$njBrcD50OYjQA+ zX?L$fa%wm`bHb?QWWKV+6~9gl@&I1JSBPilRg_4zva@5mi;KaZaRxxO;Jy`I4h9cO z64~+b{faDzXW39LMltYo@+9;CDq`n8x+nVp4 z;j%cDvGoO*3&F)d`c6pD|Jny*7$HqA(=ijYe@=_;^C=^1XLYUv*NRV%{6NZr^b}mX zAI7_I)#jX-D!0SS$IXjd{|8DKxa^W1$cuJCejIo3KJF{OBvj?%MYEZZ>#1%+f|%_M z)XcP9U)g0SC#3@|-n!^zRnkI)ZrM?i*!jmKkHScLJ!@84TCot&{A7dy`!WjaNrl>b z=zK`h3qSb1`L2|;v873Hr11@!tpsl^6_p=Ao1qS-deE&&Ih$xji(WCa(nZDRaHISY zl-yo~`xa7bbkGtObJSFOP{)#uiId#R2r*C($$*=8?|z)7_nhd{d&MD#Z|H&1y5_4d zaB>ZA{`$(BH*c6S*nC5AO5*8dQ#-6x{kyf-iuCMGbRbFkM9w}9JC_;O&57Lb{WuV$(E*o2_*B zgbrku!9m2Wh+m}<+D+j)T`CUpey$3V*yR7}~#~tOV%NIpu(nlq(E&cXHCV4xu zq54~fLU)l8-WX^sw|?o?kG=OPEP4@%Y7cxAp;}@b0G6)MqRz$fnp8Ry6FYl-%&U*6 zjlyps2{VC8sLWP6{H7|4bnP_w$A}N%Q-2)80ks8iXCK7q0KAsh1ihgOImLM16|(7r z6?_+?T!u`Ax?=@h-8=g`s}Mcf>GdixMePn}mi8Uwg~*F^MMLSWRH`4fH|N6xT{|f~ z(+4paNFVeEp2Ddew<3uNFaF*vLbGVF_Yo9RW4E{i3wHBBUAN}T@Pd){ZsW2&S8;9i zMD6Y{pfkc>usUMyCyO+{WjQV5-4wOAXD8=p`zeABHna(ZDAkh3*qDi~eF7sM$R2D= zV_HRDVoW$x)x)Fep}j>f+dn$6P-1&j@zXOAcHrC*pWttf(|x%&BDi7n-B)<`_;r<( zvP3P|?)*^H-4CMbUX_*Ypx>M-xhCVWB93WeqJ%DiE}~N9guYwhS2Ja70HZuRt^i{I z`@2eG!3H%owcLfIE#&(pYEULlf0Uuy%B5wqR3e;~U=bmfttzVpuuYr9snlLIf=CVS zh`>?k4nK0goh24_W*keka=$}Prtp%&`{sjSH(6@4eKTh5oj9^AY-Uzg*KZ_SLYNCf z(8>{E-F1L7m*(#7&TDfcT}(OZS7AKp8cH15=(;1p^f|$?OS6vd$?_IhoDqNX>bv_b z0};kookCz*2Kn2c<7q6$*<@T*>cTV%goR zt*N0ay)}y!X?%8iDj@MF-bf-cn(Q@Cq~Q^6@n#3}N&zyE(cic1SWFJd6|D|%`^%pk zuG%K>d_-JMSW-HE1A;o44Q>P%zK4glC~QNu23>kMx!91rj-KR~1FE>Cm!(ovv;D{Vdz=AB zN2;WH5Q9mU=cKcKyZ#Pm_=zoLWvnc!GGh0x`qJ7=pI5eB69#QwYKx`L!s z$GY{n@3qn=+U&8%z0lHbD?{W(1vg|uSy0>qVAWr=IEE}M5*Er0K&Hq@taNW=#H{;u zZgsWl$g5?;HUh7X7%~@k_X)u+$vl2yCZc;!ls+y0B_qzJS!!HlT zNxfv2bt0IiN{=EhsN5`}Hrl;a(P~8R^^im)-(#!?rN=TROOl@!_{crYRBx3K<5=>TF?t)b=nAU8IuvK?iT z5Yj-y(oBjzsfS{vMuuD&SW38`-}1(NuUfG!qG^C?q{Oh5YWq7j1MB$2gcxhcpGmjD zG0Pavy17~Eh&L)H%-tF)diY__P4m;x%VGlQggNw#yQtcyrR3#D^5x%J*rF5tIIRsS zSN;vng`RPn&u=1a>T784fIuQ%q{QmN6DMduEc>IhmQR=H)^7C(I7w)}7Eq!f=ChsU zCg+CgAxrFSrV-`@Zof-C-#vfSF<-LHFJoiEpT|d;g?UAu9sd?&E_!U7)v35gv((9g zdBVeOUq}Xf-BIH`s5MmloiCDNzyH)SsRK(g6`tY<20X*Ttx0Ql7nd=g34mj47&ZpT zLOF%+xLOv+;x#~GL}eP+&#OZ=>l=JE$&6;k91gy3zP zErb0P;rq5@KYOTHFyh@_(#5Wz6C|$8>Nl39?ct|exkQI9GbJ3#gC0zY7iA&G&J2#U zJC%M?`(9pNTNy}a&c)+`@hz5NNDtOwSncv1ovO*DuiO}OTt{pda1cLP^A`Kzz#W=D z5-eZ}y7B`O;Z$D9D0h2gjYL5EL3!cjUYNwh##VPNVAO?rQgTt*`tYgo4GjQyzIYj; z*~)jFT_0ZFrr4r<>eB#|d#cy>Y04L#k(I*@HwGWSLg*Grl z3HD<`9&OY}C!GdNL>-6$SM*}Qy=sB)~Ma=o&4XGoDVDxrlgGs z8HsMPvbQhjEnKf7W1RZ+%Y~#0W*FB4YwhWevnGfjxk)cQK#yjZ&D%o~Ds8&2IE2fB z!bwUK-6ygtxZVjXlYx@e1GKL}hjJyuJK{;+&eJU|8?RC;v>!7s;I|k0-^Judk-!g= z;D(+0i$rKT>$5LRZo68EI5M`p2S!GC80i*}*Yst{7*myCHwp&2LFG36FanWYXIO^q ziU4D8Z)F=VAvRz8m)U>-KO}kjIZ9-)0+PlhiuZqL(Q6JrUl2)I6In+!ELWw_Lg`sE z;*0ROcz=|C(AFY#?t-)LupWk1LIq&;}vBIz9RL;``p+N_@KZ6$;4Fasi4sh1PW)tp{F{;lARn(2?`*HW#dh-fMM@3=c zx<^RzukN{cwc)VLQz$TYKMbjhyMsHjp!EX{!mU$UxMr*{cN9S>Q7R3<%SXQrUYtMj z##w5(rmx9_z4%x@aJF)9aaphFlT8lpe0mu(J*`3UHb~djZAc7W%&CYzSxj7FS;lFd z41Fr;%^W8Scge(4Hn8Ou$1FpN(w@E%&u;IXe}EVd`$tVQJxzaI&7)~?NYmt<=9GUO zj`ZzlmgGxY;;*6bPH^`6dx`Hyr{e(0C`C06whfpfcbJfH)U0)8;`N%wehX}@ay?jf z5~O_cU^XTeZ{do&Zg5b>3oker-_Zd(tQ^&C1v-S}p0$S#HBKp`)88ST{FOLwzgZBa z+057QPN+PtO@kZyA3x6#Zgkw{66|*wo%N3J4ihb09VfDRR(1j-cnOaNte7ZJJ zu7It%w_rAdQ%KCFf1o?(Bf^Wrbp9oZPmu6KP0eIF;J2}|X?;UmJQ+2ptdG}BkWoh_ ze>yMVCZ4Mof1*Wy_%RG@-4(uU9FIMVBYSJ$_$-q)%&u<+d?K~qSZ-PVy}p`N1Oz&7 zpY>cI+T9cUiNIFokRDJ+%w8Q7V4qgnilF^5^CF#l`QS4G`Nz0NK`ZgMg#72E;0&9Y z50r1_n0&vHxqT~uDYjb^0um5E3KUsA?> z1O$2J`h&g{-b4Jvo{05KpVuvRyU=dbtRz!4_0DDD-I_SEBOd41ui*bJAi4h3aaH^z zsZKw^%fF_fZ?~kMC6He#ik|u>cjX73`_Zk4DBbrcLoq#a&RdVc5kas-#lS$}BuoCF z19|g8@>cp_Hiju2`kpIZtQG5?8!{@oMi<)?3_3%&m|y*PG>Rz>3O-&R@@etv$Z{_$&= zyHUtI?hSc)^lwGb-f~+Kp;_TYmDAOn<38|`md11{2V)6l<{Xp^lhnLKbm@%epmeEk z3eR;zM7~V(qTtP$LsvSP)UdEYNekKYJC#`Q&IIX34G#x%7RIxA4R?^=oeg3OOhl2KbJBFoEUO)awR?Z z@*fKeg>S>)d5sq@>$DV6sD?Jz_r^)Rda;ZWIFsY?%Tc7RwzkvCff`cTmk^;80EIq3 z;|KyAQ^)yOx0`7!4d*6J5iL6G^+~bp-f`#7H$lgW-@d&YzIFD<_(c}|>e8Y{3uri8 z@}XN=37lr$|A!eXG$0T$BZVK5IIBp&X&^+IF{c}-dn<-nt9E0@4rV?TV_EcLzs^%F z35ZyLxWJIj%w+6a;+Qd;FrC_wqLFYcpRJq~1vHB_(O5S2Jmgm9REyGD@KTw0SXJ3( z@~j-nUm$_Ob@b!0XqK(*Pr#A!aq$FZwqO%xdfs0<71#)K-TWgHj56 zH!bFj&d~tRwl?PrX|fyYLXLkaP_yEJ5bF3epmN#2ln*p4-ICIKe@-}S{iOD+Sp zgK;T6&^E@J&{|?I0)uNBJ1{2;+?rk(8D)DD^}-6N`A~2=7y+E8(>cGUOCoDJJqx(G zezL>x3H54jx&hQ}16i%DnF@EPPatV_^GoBA>>HAWg#|WkFv~wiGP=*qJhVNQ9XtyX zz;92UK708o0^Zd-41s89Qm^ulxWTc#OqB%A1_XN*%50d{)ADA0eH7tf1q0c5u(|aZy0EP3v%!+ewp2GaX7-$IDD(-yu31UX2bx z=c@Xb!>^6JDfwC+FW%088U7qayie5}W}AD57WMY1H7V53M)J=KKK3TMdA6QO(m-5_ zhtHXJ_wj+oTL&nq4orN}Wz=8c(YbIw$kw!Ed;MHi*86BVkcSJ)#?~vC&ZVaHYegW= zO(PhNKEbZWorP`bELCD;L6WBWvhyFAp?NRm@fZ;n-#OssHIW;DP?WZ{J0hmHn4~a8 z5t1AG{Q>K&673O!xHFoNN<_c6#LUEW&P9Yr+zYhMQtaT!sHoN&+BcpawE#@>;mSwf z;XQy^&~(smbrxkE>-hUkXGyQzU7jU#eM5}MMH2%a*#9r7AyY0qpvCv%wsuxCNFO~+ zOiZMtq_~`<9|I)h5d|_EmvWfMwt)rvg++vRqQ$Z#p-l=f@8}-VYEk?TwZVtfv_UwO zrZs*AkXrP{n(=#Dcn(-&vD5l16pY;n25LzO{#`yL;4-Ik?W++`|mX}O!q zk5gvq6P{CCi?6yzZ0tAF*pr`T;J~*5k~~LbYKK4 zi8zW-AJ;bvaH%4OfJ$8!Pkl5jq$ahx#)tal*bzJd3_L^bHm8ljYqnU9!sVz>6JNgk zY3A$7LZ(EGk?LGm;8VMg(FVT`vhxeXuZ#ZsZALdZU3b*D8q2~Iu|x@=`|f9~5~|cA zh+bJ!20NwgfAof@lqv7tEh4xPcZ~m$FHq3zh&>xulnH!9!pis;#27F>A@bPd4&bN# z^^cITKy$~r4Oxp|_&+=bGT~ppei4(Be$EuEhd7h!>gs>=iaMB%ZZom4*jQQZ99Chx ziUGWkgqT>kDZ`GR7}W&O2O51PL$Gb%Li}G`PDGl_|Bru>ff|!`%_gb@1H(Vig#v-T zy$FV`S5N`c^=kTDUy>JHYW!&bdmW{A{?+6X_Fk4pTUB^ye=au9*xcOPmd*P5djHFF zPS4Mqd`N=%0;45`BiI1Ht!nf#JoPdRYs=Bvb9 zj1!r=xVrxKZCj!vIDt7R@g!41Li!=4w&Kfxz!`7NVvc(1_%?2b!P98C!e~^0BbAi& z2#hbZSWdx~^ENTDUV{ToG6PIqJu+^BfM)GF111!aK0nr__rC(>1a2XZn3;FMPCxFd zFP=v1%a<=8oLK+RJ$?tWUntAvijGj96f`z|qagoWR9^mhbQGFYzFw(3i0j?}#yMMv z)GNrD3pd)8e z8Fx|6_J}+-;6J2{EWfs0l>Kmg8okQ1JbDb2ymTA#X$Q?>k6rk2zi)2-B$dLAgW3x? z+-!cRi^%MuA@^-A6;4ybwS+UkbwBiu&IJ?uX3i`Pv>)7g$uy!!h!K4&`lT(7SVF4$1RyvaNUjvsC_)NHVa{P+(cA@Z9&pUxifnP+)nG*)R!$4+?(x0)Q+rbBez>@y z{|eoQll3Y4D-yomx)7<&-DK2E#3<87we#FjrWT4CRwr56p+e=HjKwS9!?3x&wRyod zdmG1GGTa$ad#sJJ+-&viT4#**_8~*B$jZ<`MUOtwpU*>UpG{qdk5i$Qp<F4u8C2YpgL)Wl&O`x zu|_xH*usMC1?PvF1F@b@bT-5x?5x?~b>A~l<8=)a%nX?--wU^b&BJfi49RppSsjA_ z42l-90mTtlnx|DpMn=ydqaO$;MfZ2NFR@JLpYQoToPq+csihw@@--qJzn-#jMZXud zlmZNr*a$v&?&`8JLdm}C?}3H%{uwwy(BL_kT|iDiS{NLzz!GB^*8alVQiZLL2yTg< zf@;53{c4NcQ5n&!>@PC=SQ=3G0(vMIPyjUh&ONQAc;x@7CN(H`byPx z#nnvfQDa{2iaFD=b6e=>q+^Y*-U)9NaeXu3fZF15Eb2>G`Sd4_D-S5Rn3!tFpR@&N zlUYPGB&fsyHb%sxPQfXh6G#3C-HFfp)aJ4?MC4A)-qzOgEl*%mp0mBMR3#b_;{3RR z5%99-*%9z6RwTCe$Fv+IML%;J<@8)xV>V2|t5NA{n{l@WB6HJ!%F}qF#3Y@qQO5;h8Eod z&xO81k>E`e8KPCEd>>a-%qu~PFq62Jgfk;IqXO4r5q>Gp7n_=Rl2oE^9vpLtX%}$! zsIeX0*Z%-qN#R|M($LO4*)#$Vz^GU+f#Q`69vrHd3{N9IGemoNdl%u0ru8IcsR|pa zYHJU?92`q<4AXbcgtDgS0Wjf(S3bWJ%4w6k18?;o%vSuRqML{1`T3G>XTdLmWdmaQ zB(Nahl%}K^q|o{1N%%4N4qs0Y^bh15O3~pBxO=~*axOJEb}#%Ab^a;zfKyNm*;c0A zD#;8w7>yMRE>@B^yoYgcb?!K++JoEN!{&9WgAgY^JYKPbkB1Bi5kJ6FYe>!7g?b~3kR|2ivwexUXF zvV!ASSg|&1E$x?H4u_ym!?H3m9_K*FQset$!72^St}FMGOK=>i!`>e6jmPu_VaoL_ z`EyD>2VvP-pWjX=6A+Q*!MCUo(!E!&-%}z|k^mEyn)m$_hiPw;fpC)))9GzA6HKQM zH3i1&A;2Q15b1VS6@QIEuuDg&wy$%ySkg2b^9JuFw`PC&y{Ux-dDUl~&jc7Mc?;Q4 z$YXDCqiUP^`MpR8&jw)y~s~7=={?PsiN+J23UuY@C*+MXYUY=|!fdue0NG zanCzyMTkhxm2Ob^j8X0?hpIaFWckap`@CX`nxEIBq?A|O)TCaMG^SE2a(WS}Y}oy^ zb@`|JY-SIy$>~=tMObHoY%z3z$3+5_MtvkK5`B;k6q@dSkhsTO+6T`sX?F*vQwKbt zpSs62i;ob6dkX9K3jR^7soXlV009bHI;7;Zw37Eg?NSWfdTT+VCnokPt<-Y4SKw{5 z!uvm~@XC7oq*YM=MFc@S$td^6d731uIM?D?y;K8ca7?UE4Aaxwv$yHik8!@Vn3 z*b2TTgWXrN%IhKWFr_?<(sCs7ezo(1xqDoAVmjWT?PpN=3#7$3rRx88U18uNmKQ{> z7-)g!B?6Kd(+=zRJ`I4eg2dqAE)c}AzK*(KIKHpyljIyDa?rxU!aA3sbH5qm)-a=R zoMgNr%Yu{GAjY#-bJE?6Q}8`pz`}QKMrHqqG!?GTYWc<|^LX5ZjP#DAhzfJ|6AQrKSFP+1W6a}Y+VgwPeL&5H%smLr$# zrmiiqd3;Y}2rUWgMt+(wNFgtlRCfOA_AoO9G>Q$3dglaxpr5~21IM}8kU>7(^eQDk zyHV9Lz6Y%hBZeJ$lduISqp@W0cvSGYA7pr4LjZM62&PC{9gJ zdqpgbkBdy5099cb4XXDosdGCntXzI#op09G*J$fd@)=COR_4uqfQ1{a+eWJ1ytWNR z=dYkyA-*G#NyS+&H3lH7Fp}D;{stPpI$t#XqF{GRy}qh1P;yBczOm)Dn$STEQv!yk# zIkvaA0XcY8-~+*)q<74rnq=CCXv{U6!}h5;(Mn4%iDn}!cmtU3+UDln7i0n`sVoiy zP-6hb0V0gG^|YAA{PYQ62Z?z>MR#gGwV@fB6R6Q>KU))lENv3M zm%S6TzN(41H!MtFV|-LYP_p+&ms<1kdjGifK!IIo4%NKK3eC<60r16@wSV?LQk$EM zHM&=^+^Q@(PDCk%Q&Ve%<@EQr4&f_0g*(4?)VZ9%L@Zpa@ocf0{VUMe zo057qS}$TcsVv_gH>C$KgtKn<3*x048N_6U9#p+0pe&o^P zBwLws-Q`s;279p1BxYu2P^L>BoA};JxCDME-LrCak!B*})F~yS?G=JRrK0(5r!e57 z70rf_YRWGb>QdFk?#LTt>o?Q15sUC=9RF4IbekDU;E&NF68}m83z?xXl>>sK}t` zt%Mrnm|?ohK(^>#bnl6GQ+>pMKDi;Q=k^iMvCv?HX{my1dc|M90!B9|XGTC-2}IrTy5AukpPLv(>tlWBboE zVf678^t>9u|#?s*Dj#{X>kppA*>$ zgF!-x%pt%CoeWQ`eMzp@{7pqHCl7GaV|Ngl& zrNMa;RdI@erX~aLD96#e1+?poTgc0y;`I);F9=>) z)AN1A6_UK!=s}UH$DWs!O6_-ZAFl0|WY-`$W*s6+Oxj3-Z>j|Sbr~P2zUqbQc{M!# zm9^cw6~pjTPTjjn?Gl-s=2XI~NnFm78n8xuLxRAz#1xH7T&BnmlkdR(Mdj>)F%H`7 zmtmoNr_sTicf#hsF)-hw3d6|5rzGWMbX81sj+x8#K0@Rm7hNFdyp^rhVgZY>Avw_vWVom~(6dgyX_va;fgQ|SW^H7fEkWWwV5xDjtT+eLpqUjWv&o%S>q(e1C@Bw=3X zt!Im}J$QBIgM+ZKhy9~I-}!u^f@OuN;`W^Mi?sq701x+mt{-oI%j>)P7Jff;G90PR z&iZC+_;;@LFWt4-1#;!$rG19r^fJw_zQ3(jZY;H9iiIq<8i1rU(_Pe@{lV-B4!uTbDD7 z=%#Kg(Slbx;32v$(#RDXi+>Ijm$DMa%%Bv*enJ^$Z78+a2vqCzeMuy zC?~O9^QZOhgLl3wN};lry4#%m@8oDgzM4`{{T>CJg4W96db4tnyzmK|) zx!o0ZBX97K0^w*Ukv=4rN(l$d%*)XZ2bJ1-ZqVw?rRW@uOLT9|OCX38DR92}r6Ne= z7)Vo)y>89l2(tu5$;LBnW#SF#73j7lt2=9)zoK)w%4x7u!O`h6-K|2*@}>66?p70q zb^>Upow>o~|6_pRJ0Ew;aDJ4a={rxCt#>&5U_~cz=Ln3MiZ&g14w%bZ?iX}G(;szJ zl7!E`n%C4&Tow5vGIy@1$FZh z=}!qqQr6Q}W; zV`hHqwBhzgTyRw6QSaXCJF~d{u48Hb7Jq5{6a7J+nz(Fo3>lr}?ivm-r@3U;=YNwB zN~mOuX%ansVP?iRFx}0QB_&s$>&+F=xR?A;RYkE7It7*gL)%|QRoQ;gqcAPfASECY zBHdC7D4o&`(j`cPbfc8gDP1CsGzv&}HwZ|V3J6F@_^$2q`=4{(@8|5HUmP;V=DP1| z#awgEsYP=X;cK9r{A%#t4{mJ`(-NvSJy>qzBW00NP1vQKp{DqY5|KiJQd2N}=y_G(nA5ODuH$sYphIK_atua%H1dh2hVn z+-TAUbf4ncExYo2@~>@CC)`y&tqbcvOlwTXOm6xY`k%aJE!TiNzmqEXR=Sn31D{Is z3HC}=xq3hYL!dY?54rWe(&2{7`CP4+BKSGE|}c z*hH_0TqaEv5se)ue>&Y z^QSYQJ6YMFc*nTy&P%n^Tggd}Z#*SejitZv#=zhmK-YI zSC==dlIsVQr0{z3^}-*Vz3p1dxf0~hryK%pO)pl)6kex6`qlCR<>Y&cLLqBq;dO3onF(xOB zn*S+n0jpz`E2gu})4tTdtxeoT-d7-lCLvFDYE={F%}g>zFb`1KlAO&vy+_`jQ3Z*oSgY}X3 zHZZq{{wv2Y#oJ6QrOGl45a^rS;O@FNo)jTP6RpsK+x#A*Z9#HB`8B8%Lg+z@YB`f7 z>ibEEsH#D8vvuXEsMm2=#w6@ImD2Id1zC9YP5ETD@dX?7xP!|4ckPA8{)yLkyhJ*m zlNe23*n$|p#a&@SdOqC?!2ozU22RPH=bi`(KXbMeR5<{KWU}6L|I`m%;av!BD)mMTL!aQ|tli1MljhuFQG|P3l%o)(%P7o2w*Us}8I2EvfU#=L3 zx2PUbz4>tRc}L#wN@P05Z}gL9bB}I@at`#T-@nS%xUrSy&=Tvu@!pH8vpFHcI($1U z(BSRr+;EFAp)5LORvL=7!RzYdO36RJS8m-C594o+6V9NIwOOcs_WZw>8cIOV#NxZ< z;&-@=1AgD~zGc8(>CUe)a;!!yRU`-yNnuM|#|CI$YihY$hDDNB7J>`I^Ug&}2Eib9 z*s#lb_?`Mb!=o$MZ0*gOzp3BdA6Im{sm$YEE{C= z29b5IIfs6O6|%mPxBac}@>nZg8;$+WP6G7KB}?+u$$T{rVRBxFSltDp`~AOxx6R6s zx!VE}Ncr3^1CW&e*mMmFXM?I; zmE44UYxP&1ad)rC8jW5ht}!9IZdFK+YOTSkiKY4)GffQF8`@`Q$t}`F7cQTjHzG7+ z7v^jrC44Z2I`(iGm`Hu`Yn`IGjdbR-cA63vpg|)cKpuD|y1~3S^ z1e;n5LG0*y3!;9pWm;7Nw+HCcemRx1<%|wr@7w*% zJIc7|E%u8K8$J@~oiC}Ak!-S{^l|s(sEwMG8GX6_yx-DsbSS~(7QOX)UH$h1?R09y zTX*l{d+oT#rZl`^?>Pi$_`dJZp+O1h!mMep7wBgP8;k_T!q~?o?jFoS1K%1nawhE( zE#^XWS@9m2W;6B2cL9W#YWxjl{t@dVF)&@vz*OvS&}XOQK0r$AY|h>g)XBz<5y@MK z?Fp_ma{$rF2Z08oy?dQI2nPVSP@dq=`Z4KB#@rzK{nz7`i)vDk`xmUjl9GX4(mqIF zYki(6K%p_S&ft{GFy2``ty{NA&?xQ7H}KEEniq0Q;>&-<`{Eg(%q&)4r6YZpHY4Iq zP$%qeFTCPM*R8eDoPOr%Z1+kAXCa=Qjolcrtc)KN0U1)p-}f^@R+NnWpaqq(07U^t66lm22T}o2}EYSfB$~+eR=Ut z0aJt;E=(I6{NC zG;PNF4Ae|FRKR6uFT$V41%~Ou-=5i-5SBB@{)=Lt&6zbv7Z%uh*6vy3>I@W_(0SOE zr$0$Nk1vp^aXj=OnvZi2eE9&Z+bfT`mM~p%-&Z-UNqe?@K4@giOg6=wA$pzVe=YP| zME>ATA00^Y)hIo2>v)ZObnoSWCYljbLhuh?^CGD9&e$VbHzTGy!h6MEgw^Q_OInBD z^WW<2GY-7+#`XGy8K`&|=^H0gWC+Ou(DfocOt2FhtJPV*WWv{F)hV&_Vvfkwxaq1E zig!m3IswSL5=1wyP#fL8Ps2Gtqld?dfx&)_HrlEhey>*jRx1>!(34k0@iDOtaP<$}w*zNyk1Ccpuc79$W~#BYuG#8L6;;IUIv09b5JX zjBvBn01gh_cZbFsgz|LN<#9Yh;9Q?9k7*(Ff-jfo^>jXcSn)igZ?(ev@&nTOP2~_n z%Jy1GG+3qC_RVfN*mb%hKpxgd!#Z?ZMhBlY@wSu9~pgD~Hfr+}`=B>P6x_e%2a@>iy?s zf+2eP)9yTD=VaUuEb<)d`M+R~_~iH}Q!^GHq6AA|gs3k)x<0JOR?6fAixcBa@~kKORwJ9>^yY|K!o`o2v5ZYN^eTeMkC_J8WZZ>qFD^Tavl0Jm zUZBr_YI6hQT_I<4VDbP!BV0as^!Im#e=}$&Lt%EhFbiuyqmpdD!PG_x_&Fedv6uS6 z%NogATG>r=118(BCkR+%PcUHXRxl3%sj_05x7MsjlOAchTL5z%eEECDxz|&})rsNW zVA_S%TkMTsfaFR=W_s@lwGgI9CkF*nvp!V%am243f0QlV+T}Vplpb7Oq^fba!3SjHI#`b?h zC4|@>tr-q6tA#!ov^p+9z2!ZUM2Znuxxn8pqXCG0;DGeBrtAkD_!{ii9f5_6aBdjC zT(ckHQQo}9)G-LRoxtmqLpqxILVr?CTN@%9pZ^@(0`WVl-AJy+a0_K*LN&X0$WBynR(cYO}Tv=A#S1M$ik z4>vsNV+3pywxH>YLgJIKR9gdG6qlymlWH4;#35iobxhj8-i0b$VMYHwRN8r=KH`bSp$>z43y_ zG@#BG%!Cv%->uCfT30Rh2Hb0a1V{f~?fb)NwfHb6`A5ijKSX`bl^u%fV?<&O6%d>_k*O1LFRQ<4dBAK$95 zk#Y@eP&(cDgvm~*ineD1?|E?+5jA(fcs#l{izyN=mw7M262=}@g`pC6ki@g5B*4#B z46CHlvHi&6-dW- z{CkTnbl#Vguqu=YU!4gn{tXB+Qh+$cl}{R0!v+oC7=@Yw!CP{si1C32P+HccVyqHZ zoj?h+GpLM!)~h-KOr8$TfZ_Yx1NidOEEYqr@{E?l$)9v|G$x@&RwkH#@PP+k)$6_A z++%eKoJkJ@>B0>s5a%AD8<*&O{zIMZ^9Ru1I=zJN(-#aV9+#d@B-Q&SP%q*{S5E3# zxfrDs|B^M2$pK;JEi+0FZ>6k7PDi9+Vu^Y|hkdQ1lkry_-+FJn0_^G9^flz0Cd}mc z!uE6+Tp=)(=B%g&QOHdE&*Im_jQ?e=4UyzeS2Ra59-TD#uWV5-X zm0h$T753t?b!x-Os{v!O^_Ztcm_kdmL1@@h7xGBGyxhkuZnM{}Uw;K@l^e)CwGHSB zngBx#CVp+SfJau~sW33g)X_dIy6B0qi`hM|RScoFj8$_NFrOw$LbPG>6{y#x zV-BboI5AlMAi1d#Onb{z#Id}zL|o|3*c}Qk(K~xs(}I6Wp>3T@PbJ|#+ekK2lfhCU zCF8a*Ss%!nwQZO&=R{I&Yi5O_(wxK-te}RJ4+?qoR=JI}KF%b4Cl&fe>6?^@vJ;OgbDuA+}!z`RhC6xS}s%nEnMwlgtq1l*z#d5T*Ua)sykX& zBfT1DUy^pG6T%;}|2udMj`IefGaXD9inqLp-{0kG|A&5FK`T9rI>O>S07O+%vp~&; z)WfXdt~$b6MOapbjgM_)N!a{A!z-Kc=2E1@-!Azm0f3?T{eHy~2VKwivZtSdw_32K zPGQ^CmU4Oc#k_4rYSua$K0f@jnT^!Hh_`A^o}>vn@bQ8h5#(rfj&{r0EEMY9)9VR1 z0W;4EC}lO-o$ZPbh@L zULTfw{t;lLl3u8bhLl%qkA(DUfUip}DPxAm0h2%W_7`r@iZFTmw)7lm;v~LOxDU=~ zF4PMj&180*^z`*v)$Yu98W51S^kgM!)u(a3t3C#-{H_{vXo&Gu|Jwf!c9ssT5-MNW zb^y^%@h2iN;`d95yxwoQD3=$ADb|T&DxfISS^iBvgSvWSON7ppAcw)3vATWyvi3 z?6iiVFRdga!)SrG`p(&dqRwjj;u(Wu^s{@wjIc2s`B#YPoO$k|0YRaAjdV@ zgG)C=7?so7mNSJ_SnKiZ*r!l2HO`e&*wrEp=dS3&4=z0Ev0_gRL-sRmHMtuzWg3u}g zv-r5Ien}79Y|8KK{<8GccFsh#vTBBa3@Hq5z5mgWK$h>x9CRDcp@#83-Fw6!O1MzVUvxR{F1ygAJrhcvEDmTWQ4Tp|PQ`nU-H$ z+k(LQ!pHWRGK-JTh-ucUUXa`yb+S?tfrI}de2AFe2?doz;P_?*jpJJrmcR)V_0UN< z*G{CDC|Tn6du%t}m0i8M#ob(ed^U@w$h_%9!DWo}X9Ci9sa|bFHM;a0@>n-Ut{CGH z0Y1JV;AWd~6!hFkxb=~Rmalh2^CsYkxqsX0U(A^fmoC@*Z35GpRW=Tcg*rRRpLFiF z`%SGue3AXCd3`Edr&fqIvZV^@YTPAcHl~z}gl_o6c$vsLnzDC3xhDSCKPtUuhY6Oa zegg)y8RL_~85RDp;^1NqbPPv{!Ee9YJqQ{_mVR7$ZcdBGlclil-CPBlKN0Ci>xpY}RYI_A-9LUUZJMz6?Ce%T8F^XMn zX_CV#(6bVuck>b#)?M60WJdNP2x#5ue5D4XBh)D;22jm5x3AZo@N|}WlOH`KWYJHC z&GGFlXd@6S9#C$vp)inEjj>Mzdq_(}*xr1ZSHunOPMKo#7!kS0@+qA-e@3ZtQbQh( zzEa(~xWRUb0FDegGul}MOzWh**;nZ>5Icnqd(w?_GY#s?=GXcSw9^%!ubJ^#og}KY z;qZ8WZ*#LjVCIc(y?w?xNxc>B2G>!}&hX{P@T~Z<*JZ?-(siMW%^Syg=dK?21}U;z zq=~<+Oeh^QbI?eO9?^40e){yV1&{Tqg&~4BVtxC5AlQnNmh&&P4m5EJl39{t+68^t z*&$Z8-d|N^lS;5L>}t=@zirwN`XQr4o{=GvID++7(E13^RuiJ$j|UIODxvlr)-&@I z;WA@k{#+Nf>psQ}!+s!k7|=@oWk{ZtXp%^u`{sA?*3Ir~-P7y!Vk4g~AEfO4w)i98 zkT-CYQOZ_8xN)*E^Rhq|>6o#3mKAw;Mhe?L;1@L_-<(ie8?sOqoE_zm^J+7Ky*azdRx6TsLF=5=q$Mcrbq*In!-HQa~dq$1Apf8u4 zkG?AKV~q}Dq3DJs#;1GVXP{w7GjgKj`GpWLw@@}YuiiG#zz%LQzaMxx_tk(D?C|rFal!4={%5L9MQW9y#WZC}s8z`;$>E+W2)AU@=rdV9* z>U8Z?;`R9Ss8cYQn8rr+@i znvRYvh!RmRAjn1OBCHN_|9jC{NnACX8opl)1mJj~P2*ij9OWS zPEloS)lU#1B~^p=yN;1etR~QE^j|I|Qd))5-+|8Z+_^KNcziL0gN%xrFM`;frxcwv zg7v3ia#&a!WB|`!lYDPrle_7L;65~?4cvRL71w()^=M(v633 z_UFQoQB_p1(_2v7yV1hHIrD{It>wH-O#T1v1eQfZLft~zZJ8_2^W{}lhwQ}#KH?WE zYV*>5289H1`f+>ayU$1j9HUm3poMBi#i@Zt;5 zLWLEt$!AQOC$}~q_0Ol}H6+EHX4MMF5TcG`6QW9~dNCM8V0Q#x967UEy?=~?e!2;| zWWwq=aw?od81d))kxhiCdczDAKSQz>cB~5a+}dhh4q{AWlsg5>FmDwi7&)X0#wRa^ z61*6_$%C;nM?Mc%J-v=DC_+Mt6f3M_pqTS z>lK$ve?g)l5k~MgCZ5)T&F7grrT#+S)G3K4a&qPyeac5I*lcTsg)wynSV9t z9`*$N3+q%OUI{Y~Zh0V7%PyyGY54-H?3@PXU9QT;Mq2U%eXZH{%l2J7p}~AV3mXt| z$I?pu4nex*&nP)1_V=-efeL#G$y$txUN z{(o0HZoj&T6R^$!#JYrvWIGdd%iHja%Ye-6F~ z_Cu}*K5sYk_hYdX{NjW<)^D(UcUDrHFM=)Vz1z71DFq(}@F_1VSrK!T6w*OX++^DC zRW+8X{8KC+ZvPm%of~S`YBaYgC5-YQwy`(#u3v*OWwy4c>tN;XNZ`WN|e4RQuI<0ws?QFZ}nWYIJWGYwZM_9Tf^ z^!)h4Nzn6VyK$8H)0ubW22e)!^NM&y$& zq8yDQ7Sehwd{EC&ZXN-Yr%>l|nE6>{nh!Jm}a%%Lf_#GPo z;dba@{O}_x$I}_Gy&AuyDBqp)H6N0X6Ne(Zd(s6e5&K2VD(Wv#iu|k4%N&!KKU7pC zKX&S~*{x|sNXT3`(Y>y=$Y1>OSIM|@8G6w7>>B3Ud`jU7)jQKbe3eu98kxRIjjMIL^}gqz018XzsNoQad`w#t5yEYDDvYOXMeIVS&`l8pFbCA z&&mKx&Ei%{8gVw$D>U`^pN~OVbNif9*VHJ#(Ll{&wqTwx`2U~5qs@uR?7?@*%y-0} zkd{zhg3;T z5aJ$n?;u_oB~HP^6y^F3b!tF?hW(b;9&O4WOQ^MM{csIVk-OTx)XBseLTUg*3uS&r zd;79I9Oxv=!(*f1n)HASCI-I*@QjR#d90-SC(E+bS9-4j=Zy72akqU%ZtiB+MUS!Y zX{?&vO$w*UfG~JB6)~hC30*52tx4im*2EuJUvF|6}mzu%Kc5 zR2ZhgL+7+LeayH(QRRH6HMTJZ19w>MGz@8Zl&DY(jOS*Xje)^QsY@MdH<I^8Op_e$KdBw$nL0%2K}m71FmhyD8L}8^;>0&f(^8!W;|d& zugZ`)`w>mIk5^Q@pjfe_%q^M#&3~9#e^I|Hkc4u}$!3LCy(_%`MH$c4L z|MwVl(JV#Zj1mz_;aFr$u!%dr)8sRy$xzt|ZzbdEfuUEN9v9#RPzIj;>+AdQ zX)k$%gk6cB3A0||)nBloGcs8oc7TmRpZDva4H-s(_*XZYVf1|Z@Zk5Eq8G zVl_ZV*rBoz4{v=-(dgHvmg!9UWr5xj>J1S1a+1Q!V3tD9x9?@*wamA-)=VN`Z`&sn z-#CB3k{im0z!N!N-(njp9E70K6LrVg{mW$SlH71u;7*2#Lxs*qgnK%IzHzFA0#+Wf z>@d>lm#+>nIajM6;$p#df4&5FaV%UBD7lS|o-n3&oG@40_{VJl&D!e- z?Dp@EVKxf8m>X-oe8Y;tZ*GC~*DFe>jCeT)-b^!CiSr4(;ccZ)0?Au4olhy-$i?P9^ggCFrP&f{eb}|u zA!z=hFd?>{z3&!xnEHP~D^5zblSW)&oy8fbtIV=&n93nHBs#Nu=rLd%ek}3pDR>XG z@tWEQB6%vXr?CEuaH8j7$>SA9k6rM*(m@3tkj_I$^~+2yJ5Dl)Y4c%h^@DsqzGv^x zC?8l8Oy03+yY*|T!z4NK%bTj8r0yHQKazKSf0m4#u6DY$dH-uP?_-?*F?Wa-gq-K{ zp7)g|n+}D_lvGW^Y%bdjKm{!NkZ(b??0KnPHv$ow^>GXeqwO)I$Hi~X1Khv)3jD^K z`&O`7g-I)^P?@0~&nvrnd;lHRIpMDovEU=)=`~wKL&k{RAT%Br*P7m|S9*t#TNeGw zV|ul=luptzWA#Js4T0o4x9&E!esXjuf*U3x&SK3igw+=octhZ6d^mZ2(2|hb1ud!_ zs#Dw zGZJ%&e9+m#nAX5>I>XN(1`tpSkswB7JplHVKCWv*g`+@9OBf8ueMuNqI~HM_ zG=<+1#@~;UN#Ysmd+?`3hLPvT6)?~t9)k1EID^7X1#l^6S5DIB@FExSs&O+rlNBkR zm7k&SNaJW2hQ|RzG|5lRnG6R`ovDU$j$6G=q<#xm=;nL!*xL_FY?n=&*$$@F1ju4O z*Gli(>uM?VmQh~mN8SJErSp1Bt?%6zZOsVP zP94^V*_%;kxWZqEFc3U?Wu-;O#?qzNX4~&rw|RtHF#aUKzR0J7(Rd(|&dYNmeN-eA-SMa}~CD%;8H)6K6bw56Ul;4rZs)#6Urtt9h zjL|?&tJ%t zp^j0{3C8m#LWCalx{p-I`Rx~&MotTh!Xe~k`2fga_OfuXq43>yw02Achr{{8UqD z%RC2MQWXp1rh(K5X|tR=0g~Nkglts>Ok5uM{;BCXwTcA=^)`B( z>*$uKy9loi*j*-`?d4mBco*|hN6UH(20+>!Yhkx83=quQS}_VKT}mH~5Xg(I>K#2B z<+^)fhb&V~5gUJ9q@$?hcH)X2v*1xNoLL~o@y68GP3u!cwU_IvWcg$~ZyvE#-73HP zVHHO4ZOmUkyH|Yk?-T(mDJzJ(Alq+^?E0SeYmekMFmkX4m8fKDpH^5K<7bbJ;)=~K zmbhAprf(W_JEs;jKA^oF}xZ;1`k12A(m01fKiq7e{7ogZa{EmC+hQ# zS(c-@sL|sed8MeSs>Q~4gS+_Lzki?nN9oC=0o+k6{*mL1gVfFZj~`>DRc+#2q{5}U z^I)IH3qkIA^+pDW${+qwY5vEvVV2Efvc3CID*Sa?uH`?Djw3y9$^!U(?Ea$$ExfEt zXhyHh?acZ2PRUSmRSunp59F!WBHUMRJ$n9dRKUyrB6X zIp^#gbbVkLIuCOX=cz-0G7&<@^KUPs3;6Muu-}~m(IDmoKEp531`}&x>Y8HO?~o5FMj~jQk^9c;JQbihwGq z!9*GQ`_nO*yNP_yuJ3w(JJFjOyZ-Vw@N}BBVkz>p9h);GNCk~BKP*gEHD8C0u!C|e zJ2pjYa$4ezUP+h72mUe*sjlMR1jJ+0Hu|N7t3`DWG)sOZ=-57(mM~qqy1L{!KJrf2 zwLK}-wRMQ+$%?GxwY41D(H(hinJEM_KzNE4y2Paw716giAZY+Fa0iCi&L^O^(A4Au z0(DNDAbWQRQS%K4j z@zX2A4=bAFf{x1&fbI%=81G*rh(XXU)O%L~`OtgQFj6vp6<3A=1VMUaZkUEbjri|s*oIwnG;zR&1?Ln(VyTD71u#J%wu_pS5RM2?`T6uALX~q5BxD#xR3JSbz%qgZD3t zV!lB2aG&$^R+L;R@#tMsk zkKakrl+p2aZ1Z2OkNUIW2J@ri8nE(!(60g^X1^>Y?w^+igtDoyc`p6(uGR_g$1E(j zNnVA1KBXPY_vpxYZNi~@KQ=(*14-vPKv`t+?*}nnJ+2a|WHYddEmk!%%VS{NeN|gN zwW?|k9L$sZKfir>TqRS9keOw05g%d|o}0-v&fXXoc)fP>vnJ z4draZyBEB=r`Ub+8JD`}p3CC}If}nbaFEJb|ue{S{h$l1To7OL&)4?&@*> z_zvANFZyoH#?`j7uI_C`zed5sX?=(1Qrq0EPhiJZsq7jEepynm?VU@~2-U)m9e|ib zuZ|~#TsBokvm5Fph@Me`z$UZrpWGgro%}OeLfi_&=1)e#I*376)g)*M-LoTbk|zvf zEC)FI5|SvJ_|aVwvBY-|-E5?!UKtRgYCds~tMwp`_0ljug0RC{#t9c3bS*5u88!AS z!)tZ4(m6!5m}**1zzl%857eym^!>kh{GvBc=i!m8!XY%kj=nlT{rCn6w;i~nv)=C{?kv`T&GdfmDH~& zDl6NNMJyieSmS)I5X#k+lzUj4`gle_1VfIo3-$K+0mPzn7CVK?y5z*9WZ&BiM1ZOn zutc`S?f@M-fRtTZju>{C31woar9Q~$@|W8}$b6!N^sesDuYM5>fd4NQdkKJq+{($? zJiRzM*%>upu>lJ@>Wx!49MOa)%S1%hgTU}yr;_r*iNhnS@oFKM&hmKxYEOw#RXiEg zsBh~o=<;zM`dv22hg4=4pney%Afav_lX&4tJceY(f66l`%=}!Zy**Tf7&V%X;mJ*n z3ZD^bjKNaNwcy>}&ol$;^yFhNNV?zdARxY*h&5R~cIx)nCd|>O?f_%33HrVyL%y>s z;!&u0y4*n;)7Ed&$9Q)o06wBvDXkG@xVL#ES=fR2eE+fg9KrV+dQnh4O;9(VZ>H^z zLC>~*SPT#3*+!@{9lKYh{Y!J$(XPTg_Mgzt+>f1K2*b|kFL-HfwD7&8F@aeT5`1am zyT|@5UTD6G?^&lHMmfJU=QoIxCSTy4s&R-r@--8r?w&cAJiTvvFXk-_+V%jV~cUgw9LyRUP%?#?* z)GAWy&Vc(BA`iWet=9!T5Z59GNT4^j^scx>FsM7E9BwKi{X7n=anGOF&sygOu|O4H zYB&i=hiv^acT1O_;zU|)@Ca@YnOeV@EgmODwbVvGQQPY6yb9+XT_7D z_Xn`*JQB#`kzNmg;gX6cgzc7FQlfD6)m;Q*PD!4sD%a$LU3w|73ayoa?!e?LwnUA( zBjpsW(*g?Zn!BLsucX^45#8>t2i&w-i{?(VRgv z*}~GZ!3qTHNtFW)^_}Jh)E%|Z9wdTIs7keA`MrK5)4$}=ZIES!?!#2V{1d4sP07*b z{nd~>bZXNQV?y#r5wSrSP+XA69bi4T{=eSYg0>Qf`_pvzGoxvCdqRN)ieE3`As?!$ zt;lBbdL3^kG-t1M9h;eNb7vnp!tc6QKqn(eLqn4t9VCn!L2#>paLe4r~1TM!wLdV+#gHt@A!OY2d!C9(jbPEvWVj+R%g7Yi%hB{C;# zm%cM*F+cM=X;~>==a%qDSg|%lE&t>;?m!p;8b(lZ!mxTVL2CTFDjZQIkeH`%c8D55 zAe1x$>*}dGcJd?c%=tV>FvT)wCl;T2Fuh%F5)|`@7=QT-%_C`aV2`7d#nbP`*Bd(K z&g!R+yUiTI!*z;~{Kq=RS=&%I7A$yH5bS7sr8?|szY*PA3?3X>#YVtJWNc? z?MTp>79c??&v7g%eyPUC3Z6m9t8!mY`d;Bfb`B2>SGkuPpZoYK z=5xr;cWlMKPl7BS8{G>#)e3q}MCncyo_JS4U)gg6H&(4OO1iS!S zgI50q&hCvcsZ4x%&K=_3?+YUhy3+sNP0k?7lZO3RTc+h!A1udEABrcbA>!CCo1wsh z4U@wS;3bZ7oCGOqM+2nIp2#;v*SLV0W9;3kH_)#l^B* zs({*J{#g->9foHu1pg}okr=d^4@Jm~f?6kkk{q@Z|GaP$PBe~I)KL-a&sN@ivs~oK z!bS9kiRgClgXVno>|E2+c)|ZuLXgol?j+a{`8|0O(*|N1jJ|HM<2fLk*R82#%=PkJ zI&heRGVcqF_6IaON0#c{$XCrf7U^#b`Zxg%krIA@g;S`KGfDxQ{tud_L2vKaL#QH% zHE#a-&_mN9_mPH`VzbCUIlj)*C>q(!u}tSugJ6gGiQ45W&4VTJH83Yo0ZoH z5vb>h%ULwbj*%YU!2b1rT9?k^;Q=i6$RI`e$?xRUYLz<;8{{GV0iS+@2B@*|>o>kPftA+T&n#qau;jzFxQY>-u z&@uUwdu=#xg#Y5@aP9{uJ#j;KYZu++?sZgSgSWMjpbj)!lD$NPF%J8=*qswFCN4*Q zhv3%7M0gW2m27Nm0OC&X+0n1x>9D}zP|x8 z?X96SE0*+DXo;SlYzVZ=H6m)iN%fky;ShvR9ovj2%k4E<$qKt(Aj55zj;4NVd9Ym` zQBL#h22@CRdDjuhw$Ex$V83Q0Qh#fb`VEXZOZ=4`xh zAeYS985+;>uOucaF^oN7la~HG&Gq;2DK28Cb^=z7m?e1T7b{<`Fp;22t;?!L!-kg} z61v&tVVo&%e}uS~Tryc!xCmP4#ea>Vl%w`;wpj3?=~ou*(%wH1ZIW6Zeu%R2LgM%Y zO>3i*g3HNaKjSj={__e{V_>y28y5;wo-x1n`e-kls&~YXcydh2$%AUBG-dFkk&~UUF~UGY zhvUO{*fjx&?j5+Yd=3yjY!5n?dN7JIbmhw=iudpQ$0jEwv7^4p0>giSF%=Uk{v2wxn z=6u%P|Htv4Q%9h?Oe1q}bq{A%V?sF?E#?;IUKF7U) zLe#jPPA>ApT!YZX_G5+;S+gu!L*}n8-}VIX*~rbN&l4}E=Yw8%IYWR^g{m^=|cRl_V$5EE?$>#9(1(h26ME zsn3TyRG><`!^xFbBjb$T|7$a{mr$vnVI6PwH)rrg#(`52vAyjnIftGj^b(dv*0i4% z*yG4bLZu>*ve>tYRy?s9*;BRezROH4C19jt5bjJ;hy|FS1P73xq)7&M*OCO7T6# zE*V6v^aX!Zb=*m{Lpe<6zZ${;nTX|-XMLDe{ycXc-MrX&C2@5*!+nW65*D2L)=%_| z13`9MR9v9QOX_u7@*}jSpV-uriF?~HJ1**k<5W8WMRBi%w2Sf{nxT9_IuYEXy?n{< zm~tW*!b|$<>T8DB$RtsBTn#D@nA$l9TCf)2#Pqf?p1S3W*s4Cl7LUq#eq%$*pcb~) zJ~eSUhr~PIjNfEmE<%o8$!#wUVz60eP6Ma3R;UGhYJa;z0jpSAT52v+6TmNg=Vr?3LFOa(sQ0$-B4-=I1~1|Q z0E;S-bTb%}%x}-mnWYYf@sQuCfO%!!@j+&S&xm+%KF0t>xd1LJm*f%b+AVxe>NTUO zz~Su}`1}Op)fqHV5gO~jTXe~(k)#fWtm)4fvvU6{VpS;kETrI@oZg>UeSInWOto~@2;RU zT4(Z-YI?qY=qzvn$R>l^FTd{mFybgIIN0W}P(&njS^0Nc32&x!=a;`&TPh^f-)kR3 z`J+a)qrMke`Rz%$+RfP3nBP>F6nX<)6pIbhQ}g;%f6HgGUYTQ;aczDs z`1cS^ii56)Hnt~#v0-g;C&)OT?G&H=IiZjB0-FuKRWh73{?je0RhdRuEe@`j;_r?> z7;W$UuF!DPh?ZkAxGCrop>>?uKTDjHrWxLV096oE1Zs4>UqCI@W={8lvprb`x6YKs zB53ZF@3^}v15Uj$;s^}8(h-K}K+7AAp>JB^_J!WIQ#dR%n2?$iyQ6#41POND>}g7d zDhnY78J3SQs;rb_d4)a7%#cC<-%Bhj`*~@McQfpP=>Sx=$XP`{500QJ^a3r7J&~9Akxj&E2-J-~miB<=)AR1Yw@ zq`N~vK#&kcL>fUFBn0)F*WS;4f6x2>9q$->IJOSZi*v1WtvQc*#BbnLy%$d5_DOJM zF_GybyyOM1Tqv#g#xnA1JKxhR-glRUafETUwSBpqZ(xKD$E zx00>ncu5i)!F+6~OyRXPphSYw!ytDgj&3)YS>(D1cM2dVV)yPfdg9+`;akTcSX@}J zH+$0n$J-{N!QM0FWTO%j6MLfb_|g{KH#w+@Dcgdj%(NWaZZnk>udyar8#r5>Qi8bx z4s7sWq^*5~;sKx+0&qIgf|)3sEtzX$pHIUrtL=S+ib-pE!S*O9$)NcTo>`Fj@ z)>{T>_RX;_u)%_Ah0PW))h32C`GK@B^4~z|{;qmgU16H^2KceQE26`bbl2a55diRJ z=x%)&0fq-U{p9U0fe_oHe$)?UGtF&nm#^P+_p4+(JKIIs86F9@ni4Hw6HO4DJkT7{ zn^vMH9B?Ulf;+;=}B#$Se z5aAP92h~&=(!KdoI@}uuV3tD@{I3T#9n)q1j#6+@$_l>Rc?%|Rm z_F^q!vKt(?2-UC(?AjKT%!p_N$4iKY&A!;6X5V$n(UU{3XrO(n@E+Vu1`YA2^2bwR zY2@=Mhf_(*`J5*N@5t~OAY@GqbizzqabCW^VM-#zgR~m^1)~yTcoBf`vTf{iCl;)HP7ay;DO*wQepcksrf(A#+R=3$DMH^21FbZhORpkqmBw z02T_#k_$Y-JFSC? zS#g;L;$~{N`K>Y!**Lrz=dr?Ef2}oEGtp+#@`~H891ISFlI}PF@CZ^dv{1ucuAe0c4cWyf&|D!{H$`OfzsSely;C&h*HYe; z3bxD&gn4P{GbV{?jA65wv=6ZB>Ffx$lj~apr;ExTVMlm^%|b0*47v~_II6O>X01Uc z!hjUL1{3QzU*%XyNokF!tpOh4KR1DSp+H}5h8Q{`1!91wM*cgep2wne zbnKv1uONQjLWGW59D1rSH$UIAvx$0LME6@0Dw1HtH6Hb7s}>;KJhImThX5) ztTWu*yre>CVLB%WvpJ0{i6ld*kedKJNSj)i1Dp{&=k&im!9Sn>|J^U_AHIGy4KsqF z-Y=*cNDqEPD4~2{k1#L*)4u;Q^+c3fih}Gu!3Vqk-8!=ynq$CC=#jewQbS&O%(r4< zz{$`w^lfZx3bmB%S|4ASV-+*?;yKYze>YlU0h`_>BBRcu{> zF~Fu)G1%{KD44qWLMp>n%aWhUtvkFHy&(vgZ%;o2>lEHrK&m%^ej$7l>t$s{1xyso z9{&M7nXazxXz1_xoYSX=wq^MaTnxjiv2|vLaMTU>2kJ2CfeAnTI z=`yF%r`g8{Dn<|?!bSM}=8lF5 z8E^o!xgnKrz5?TUFQbPR_{ETov017DfU94; zvN%1BEX!Vx#U>BRF{7XZ#PXoo`G93vW)vhEJm|hla4U=O!mQXTvG;LPOG{aB@YAPF zPg)Vn02lNFQix(AJym^vdoN)e6QxfJ4Jn6jtbd(W%&Te~{l`F^gGFo_IT+biKbgvY zf$q5l?Om!%RA@+x-Qool*47WRad-l623_q54+lMoDK_axIXfUwpI}(#c1y!G0PkxS z`C}#9Y__|!Q4<&gk~NIAv#Ko5)1PJ$GHY}lE44=C?PREzFSCpLowB*_kc?l)+KSxL z{z-Qw81T@I=77SR?F$+#G|JdB#aHH22u%};TEuf-=FF|psu!U2-sHn3=HZUtCDlrfMpl8dWk_<2sds;Y2``x8lTaLmOuHaF|( z>22Z+R=gx%67gbXeO*{6lZiZ;t}WH-PzgtK7MfaeAE+)lDDg7Lf2X}ABP=)@V}K(P zAluaYlZwgG-rg-L-!wJ1z0>?%G4WEg<&$nuA_(D0YO!FI z2J(FqGqd;C7pDLNBbXoN$nUF2ln}=tVY!)7TSW9uNs40M*tz4)jF)JX3Uk>n0WGg2 z<_^}PIJ2sxd7SqO?;pMrW(eN1A#P}gm}Qb?KBCJ$G#>*yvq>XTm?=N)fm&u@@kWtX zz#LQ}6-y{8%B4Mj|6Dm90&bMeV>-eAbr6Irf{1my@w}Xb@5EIa_178jFtWQJ4aJQR z=w-5?@}R4!Y#AX+l8quL1}t?znORL80WU5?$u$rJ_5#@nZ4YHCyCGDH8AObuZdxYG z(gSI9$+VI+guqa$80c-!xx>C$0c9rM z@u%dUz&;8`mz3ybqoW@aAU(@psFLeIY+k49PVxtKZDX_GolFG+JPIBpT6FVAK~4@c zKw{Iq*B$tLzpq^-e7f9>y)8m6cPHaq>u{tUY0ro3@ghj_nyzUC9i^!d?-f%U8}z!qRO-$e!I0^<7^L53{?*Me;_W7wm6;sdfQ9Jr zCxq#TYP8Tq5*J(yPq=9WO*AzNroZ_gNId@oOk3WAn|t?}`u$i&=&@h#@otiX?{2sTE1BmsIdEK;Ww@36s09+-(e=5n!c$y7#^k4 z8$Id>7~Y#e-02%x&U222-cf9cI~h?bwlUgW$D<^j@MF0be5*^Q5v00_{l8ZreE1{0 zXTx%b9&PgufOgqc+B!Rzo~pMg8RY2jd*zDbIK1V*7yPHw@3Gqg=N#Ib$fujDd?B_P zpYwTTB`x=i?!IHm=G|1uFMM5=wj|daDp1FS!UiXw48C3zzcnhN20i)DlR;P3D;p~lH$gS{9&Y6OEE$inc>w0fTe)x1> zZc_f#L7Q}|YldS(ouNy1qkf z_nYkcs4=kQWfjcqw`B8lVtGHc4TjJzE|&9pY^sv37vX)N&+S>7b*s4T zCsc188MH@_ngw&|eOOij1GZiTwsNEFDI7AuGHxX>62p1j_r>b)a7Fg4F#p?tsrCkb zBGhPqfBE9H5@HEVyqfu9)qBAAh0QhTaG5Yjaffd?^X>^n`yuu|&EAGl@jer-D@}F%^Eb`^$U)D_$tb zyb^uFAaT9;nbIz*Bb?JM1($aTZYfN&Uohtf2-FU!wF{Vr*l=&Gdet{IHX7vof@{@l zX7TaW`Y4f^W3e6wwvll<<3CIZEALHSj;V#XP9KPpUb`nYuqx_Ij!2gH$?WvS#!f15 z7ue$*kq&IUg0{*Q;$5!~^DSTLMnt|JM5t9b8Sv!Y$v2F$KdWVFpJXZ>(eU6=+zrig zW!j){`{x-hU^qs^&dQ5sYplf0-pIM@<{irJwacI5;__HB%BuNJwY{Pd`AH&UgZT-?5BErp;sDJt(Y>*a{2i zZe>N`h10q-hI(Z&NRr~@t4^jowTXcPmgRcaF#ewdwza3QsAvt2S4h8reS>zSud7=S znW}GAT4ot3rz-Rhc!*5g`Z9r(P2$>OEC8$3M2-BW>%*UE@Y-lCs)(Q)DY#{PYgAkR z73O<#N1b`Skd%U){|MHIW60U*skis*lQD8Z5}b(*oiNhZ8lhtC)Fk1ce|&untDZED z2>Sq&Acz1B1UnKzRCkH)b5-XY6|BnJojeF_JjVuTFJ|M(Pu`&bHX=koAqExWyPD8f zvJ!gew_O((?B6=PV|`A1u%fIykP4++7e`?=g^kLZ+k5y6V^IAOe|ye&TnO zjB&z(Wr!;WxA*XtwhxZT8qa1zQRzDaHk_T+6+Q$NbYv9ae=@nd#kZ_P zi#0I^_uOBcgNEv&q96GeocNGoHa1dnai->cpea}Q&*Mf}?kz5dac01=;&V|CmTzxf z&Z`Wx$4CDk5B>Yw*iIAzb@mY^t?61BhEfV~bVNIfmGE`=s|oSy1rosn8XB^{@6Zy2 zRl;qj@})H}*EcP*EQS(l8i0s(!mh^Tf&CiC8XHaae&L!?)J&bRF|6OtHjuS-f)Z-SI4tF3`3#K?zHL*!uzSfc3aku;EEpD3~ zck^7>eU5~?IFzfY2r^MKZ1+dg`Eo6nUvPWo!qYv@w;&$3@jgvg%dtr-Dao?6Z3{9rlFa+j7^WJraFJ=e;ot{5 zyxY_HHraEF@)C1gGeZlPC3_iBNk@R_&ck?Y1glJ}8A9fWqd zGWlcA(wM_>Xpy#YBtjk7b{IksU9iM&;J9}=9OYXsh=FxskeNwO326~{g;f2?h~MN7 zYU(6jhQ;I8&@Fb`5n&G+*pMDz(V(8=)qeBdMsDDFcmkS0HrW;5Z0hjyz(=Xgt7+j9ZVq8Ya0Vn6}^yOkFQ#bD!he%csQ z`|x;VzQ**VCek|v32YS7lGlG5p51t2!k2(ua|KsLcO}R)UpSG7F%HbN)E(zim+ zNuh9Pp%67ad6x#IJUAfE&8*g<4_>|RnXHW$1BATfpNk;@ZH#S&*~ZTm%2fjole+#9 zrnrzSOpEAxZw<`WsQw>!z<;SotJQb_P7c)>cWBs6vZD$MReM0UswpvdcgrJIa=r*B zq&@%0egXURc0**+vsGae8o{a+s4$A{al(AdS@Y0tk)b^10tl_~PI*}$mNxsQlL>pB z^#p~N=&@@fI$o1D|68c++lkrBE8GLsjGG^>^I4?uS%5y4=hn#~`JwUE_o8H~_{X@C zJgFq#F~@JO988hZpbURnwL+COXtF0cVbpxqKqD_mT)dKYwBo(w8~p}g<6kgg0bGq$ zHM@5Z7TwnA#QN)ytewssBAPQtX~f1q-~BAGIjpU=%1gsS_lEqT`T)&;Pi!AzGL~lF zZiMK$N-UB42AXb{9JW$%FHuY?CbXX(-zOp}=$b!O52emjQo09^ z+VK(esJn^~hicL+C}_fTSOh_ojI!~rZE<~F0F%D3ECFef#W(8hkFtA@8Si+~^M zgNZ~Ze9L%JZoi8|`mPy4Hi#Y8#oA2*>c#3V5E}Y=Os0Xg*{W>b=~FkJ94xBAAs?Ta za$v{@`X8M6EQLghxlf-Ihora#vqPSa4lInU5hUezb#*CTQJPA1WKd^C6N#$Xok{vk z@jg{~)sgN`?E8~`Q{^>wV~gvG%stns4j97$NFLc&2!lP71*nUaqQ}CcgfuK41lif2v%mr7N1qc?`#w-Yfd|T>;B3mLl%*sl<_J`BHR9u9F#(+Y*I2C zW>Je(^1(sV_}?hXk@|i3@}U1!l4vr~9{S>8Z*Nb<8Ck7%Wwdl_5J!guD=fauQ;ayG zrvQb-D%@3l5=wjst`h!GMLJS6Z_V4oD|q=8zEyY_~y zZ2P0uOg^A(v?>>j&-_d$^ER*@Gb5FIs636h@nT_g!51#RVvN5pXrePaH#d6UzL|33 zrT}pzt*z%4p&xx(<;%{;w_N}3?B(o0RYR?W#(VG+B4$g{Bmo|kJNiQ8i^KE=7=u0j z+|L;$vJ~-f(cUP8&b?)kkMdhHEC9g3kBsl%GuQ64!lI0#HMqO5kfDZg+t8Z@+OYqB zN9GO#0GTZhL)bZOvxFC~qJID9k>Q^%ZsPPvY`p2@c@88a+C%m zT*F~7L0ix6JX>&>p0Z$b%x`Fz;ewaZK*=<-DZE%Pp)dVeNwwkO)a#Axga{LE_nv-! zcdayBeTrnH9_3{a86{2JwJflVght~pt^d}qFWP6nk0vE~)g_K?X#!}+!+q&e6^mn4 z8KxBl2a3hN&eA=Tr_vAE+G4EPxdfqAoBYqQe?MF-_F9%KCaL9W%*&3;a{7{z& z2mR&ujzLUT%mAj1HpM^0OF-===6Jaq?BKv@ij#{a)A3THEK`A$h>ZGu2z9BiUT7+d zlj-Uw|LsTZaJ#E6WGvi@=rVodlm1qdQA_;CcRybdA5S*)pO~(;X3W$v&pUCiZqIq1 zlNV3^Bt(@~6a_>~|Lhh`&gQtb29b!zE)-LB>X`9pY#YFl94B(JWt$Rj)R(^5eWm7) zNNu+jLXvy}3v*(LAvk*bKF%K%Gd7B;-qQeck*AT#k0ScYN+o@d<*qU|b!2TDDbsES zm_NFx3$;U78+|MCHe>;q&C}QkKbrWCV^l*kW%HAX)@acHi^=>MC2lBvzJe6-!XApSUwNnGOIOoZ&Wtp4tU+YD%a zT~`wAIa#mXdQu>I7jRb@f4+^aEr*`txecBdcvZ$N`>^jfX9|v(@u(tRnm_Nh z##R%JtO>x$Q70&_t`S@W?2USJNhG<{?xmxbSF@h7gToIP(ly0{GP$JC_t7qj$HFl~d0wNLq$w&;g-9eJIfBPOXwLA+` zBc`xB?m2ff7<(TbK$`)uCVJ97^I+F-NZ#6}JBGaY1gL-XWLB1}LQ(4lVE&0~ITpx2a>fxfNO!6x~i0(?PJSE2nqjRljG+mku+^$-RO??cE$5U`{h=K_OdB<(#D5+zS%Li zHG>r|0M8vA9W6NZ_4PIK>&aT>=1JtG-v9o6S?ksej|Y+p6ZK|s({PCT!EG@wt|f|G zSuA&}73maM4ByJS?oZqrCY#7hP+hD3rWLfh`>~}z2Lq>9=@|+cnnUlivW^d$7`zmo zACBjUGHFnZ3aEZiqT$YvIw{Y=u;tQfni^kkYDh|mZezHCsj8Ww`adg{?}^fkOVJ9^ zN`mPZS*sfcdD1hu3He8#4ZevYk4!HvCg34$hSfOOeD;4F>%Z;VzIO;5+>6`q6oY^N zdP+`9ZqR-o=4ei_(mFE}O6JMZi}OF@6db93SIIHWj}7##l|6>rir~%>K(W__UOun$ za5))n>*6(?HxEo((P8v&p6-eNc-MMT?tPJQ{Xt*s4{Ho}XK zKlJr71D5sK^ zdEg!=?wOsuYKK~*wrQnBaVS3_G#_+l$k>F!@*d8&Ni)tNU}ZN^KA5(A59uX7em-eQ z$;%^?~fu?SL%gegBu6V9vQxy#VQmubPlq_qjNjRJvL%RIG3m6FjyqR5 zBFcJ@jeEjP%#|&`!MM#EeYY*HWbg3T&W`;=t(5QXm@uT1`~CvPQ&b6#_^9cCCx#tn zZDeL9DL0u+v0_;L@Qb?pYAQa@K=@leSjuv8B!-=X3lmpnOVUpM>MAhGoO;7^)ysB) z{;Dn|aP}EfT80Kf?JFJ#b07m{)CQwd1=UyLpX)2caxiD8LRVK;Yiq8`4X-^#zIu_H zba*8`NEGE23f*L@+-89ZzAq^mD-#FJDq^=vRLSYgs}Rif{n*uwwshO1+{YYjQ^#A9ckeR7~D-YYH<=xUog|lc*Uj#VTo;M;CI?NJ4bo-1ymb0l=l2!2(bJ2DhD#4b=@kZsRBUbZ^b9tjX>iwWpa2H%I90;Sk4qk?-BH#~K zK&K#yABw`c%?~g*?BkN1O+*e6HSW9V={rV^BWbU|TC25d5f}(st5BwQ=*%&yNK1z* zO9owE)CwZJVnsbl3E!;3z8bo46E$7~4INUI&K-{Fw8qvFL$- zC;$}lHooX8_~)EH_{*9?`kGF%1hq-KCs2`X!Res<6MQySwVXyU@X+~6b;}bbFhI5I zfmw!MK#U)FFN38T-grGoZ9DAkWK^{1!N@AEW%3)YnVOQ4Qg-+{D-YW^OjrN>mfUrI z(IInJNT^NRKPV`upQ1Dt;hNIgDk3I!_4+;pvo?VG_Wk?!rx~^_gfOfGz0+?vi{`Rk zBZPklP7~!not>N4-`&{v`h?;#llX@6Al|*e**1`agM;wQPOhF1E5aH?rVYw} zVHWv`=o>6=R2B}l<1qvV_v5UA&?ess2r6{CnuZoRFspx5s=mb6s}88R-lRL^okUE& zLYm(3BLJFBwq)@A#;jm-sBy4oAKPj|DW#`J`ZvPT0&1+=J||$d2zSF`E*A|y0?r}Z zt2=`UHDajWiLDdGUr0y(srM8%iERG`528MD68RH?_6KH*P3f9X4d5MZKyT(F9R&WV zmU}QNW9WIAhP=w;7a?rRiMUn3|HKid@q`~|7{@?D>66(jXd5s2w;mdtB~f4PA_4_-ZW`;G&J}H ztxlPo3A{Lm6Fvc0K(ZrdsZ+$l+?Bi&OLxHat z#{GklhvKyjY&2h$2d{pS2vHBTSSul7Cu?nh`}gActDA-_Krk}$a}i6pvkx>l*t;8} z0Ps8bW{#&g&#Pz}8&k5p1}_ZzSb_|jCr=_v6g=Mu$>v}eBSqRdI^tC6Dkvx{50~)H zTp42GVZu1$#d(PbY{4Stq)K=vG4k#}OccXa6w6ci!^Ju|*VF(4&jD%a$2K+&+W_+6 zXA`)N`T^?-SPFem2eOuNhZpxLmECuST;qwBNhq|il2?yUPAofGuM++3OXy@) zFtM<(;5C}!IEoMT5SUie5!(%o-rnEcr5b!IfsKtV?D#1pPBRm3bo&w?gIL)92n+CS zZV7Y^t3Ny7a%p5_^bQSCE^}k++5tyqDi^kD5~LH8l_jEGeO`eF+Iyq+n?DZ!vL8}_ z+I2-keZ4jGCID_cNgbyN2R*pvBMgM2kmA5M#?!B_RR6qM0%%^@TwmfyIA`U3l-EOh z=~&IN47bb%%<&)Ad&bKgpU0354zz#`-^HZsSQD4#5L)%}&TwExtwFCW zJ@=F{zIc^YCUKaEVg@cXo#kB!(+e+t_k+cxO76)M=CD+7U_6coXOjSHm1PZoI!nUR zinbX1%jn?K@0uJX6&0~IqaoB$lL_8+;JI+W4~3Q`&n}$em@D8$I^JSW@ZVScHyiTk zQRJEiXneBwL8vlyK30vCSCQ74QU3b%nqhg?__UQ2%1ocMx;jA2(C`$cw2E_csk(7-_pq1h@5Z9tVxCieL0S*? zUr(up*XMPUk-8&+XLIz!Boe0O<+=%~!c!kPrTq~G9VO?rgh7O*Eaa6n++HCS!j$R6 zJGIdENTI*4=6A5&Z<|4Q4)8aJ&TKNK%BW}jYA2wNDv^F&W~5})NvcBp$Nw>XFyTJm z=sVR1`|rSjs3|X#$FwpC@?6k+9->4_{yrt@`2(^}t!LFu8kQQhmk@%}R;?Gt2E|DJ|o)l4UH7URZeVbBB6|XkpbO?8i05Q4zB`z#uYPyfEpQRgnr-LKlfJMa+}G0uK{2}; zw+AyUk;j>yyLAB>WwsiQJ)&llNZHU!C;)_>y+?6fV*UyLVrC}vR?@yYei4(`zW|Q5 zeU-2#;Aa4bC}LtjBROjKoaP=EMi_5OL1ZXU-U{Mtw*qRitS&6*bzgDdRd994u&d+Q z;oFPeJJW2)$J7{|A};*NWcZw&{lQe2UM(1-{?vv8&2)EXr?3MKp~M;oPBZFx(NzMS zU(&zp#yeYE4Kix>Fh{o}N*^;Z<7l}!?LVpX!{NgEytt?;Df&L~9G?t16HX8i*hkke zC7=~@6r*8PD66QLPM48V=nOHQRQFt_41GfP-9@$I1H6M9{n+;cA}q?NrrB3B_vaGrB2H*~to94;S?~@3a;| zwyxshh%;%mPgYW<#-WUr#4YWU@A8K|4S!kck3idUg4>QXZIyyF{{v>Sf(5JK-N|DJ zqaz(Z?zj3=U%`iG*}Vm75P`!hW}@Gq@a|Y--G9O?&ZMfg2QoEkPHXx!T<6}0Oel7sv^P!R( zjb48QdJM$LrSaCu_lvs^GCJJ0!@Y!xJ#286(M`X0DOyVd8UeGY!~~-wzPUMfi(3j5+Q>>?Zw+YBO}9)3@*0 zf8r~!I!KLNEQ5Z>=Ucs)b^_`u_D>?3++_4_-xC(sheFkV*48@3y!U6#;>P-yplsG8 zSQuOwmwKiNcX4@*2A-q|#<3Coq-T1Pu*yMX@|z*UWTXgj;F*f(q}aH*9l^MBB`CN< zW;%u=m%-;4$Su$tgl|Ia=nL@x3u)@|%7Yoaq%oB#mQzvs6)!Ija3}hr#J3qP3z^1& zWiE7CFJ2Xaxub+tvFDB-W7-dZ&(1uQ{l@@Yn(NOuHE|!|EUZYeef-#5zeV!VPtull zX#B;Se@~HfXm^zKtZU#)pM^!L5$gkzNOu@xxx?rBT=VSDZ~p~5B#s>3K%Gb`3<-2N zEo@_gA*chc7qFZ{RK9X?-VvMIz_qa^Z4?nql@e1)9Zwxo(VXgyYo=sP{NwHAg_y4t z79zV)omoQV%sU@?bL~MBAr0aF_I82!TA&S8R%RxU*9kYzA?LEHqQdRKHu0aT425bZ ztkgGIFbY{#xd%Cm#Fdn*%nwq)2i@MEL4{7}N8QLt+!TdL4G_hYeK}eie$K+zF@R95 zW15#`AIK#^zYZLTf)8&yJH=nUdRtnN8u;hB&HZrdG=-M3^-dp16ySOXR!tKkeM-Pa zt6D=Z=V4BRY!cNTogC*zGPT%)>So`!Zp!&n29(P&#_IZVvM%1um>n_?U))vu9rrjO zFQ9)>RGfKLnH*bAcZ9e6KKnP*snqN10JXH>>!axQdY_|5BBMJl7jH+iHY^QR18Ky% zhv7ITBO{yf%rY2J@?i189GEH9zx(7Ju|X8ngAsp=ZyXLZaouhhV1e0uQT;gMGE7D) zg8H+NS8_q900nSy2^-tVCg*J^y^6Ls*E$2p#L%jhZ&)fUuxl+@Nml}Pf3h_log(k;SS?1}TYbz)~UhTp3g7DV1JS>=laT-5ru zlGNl|PMaXxliHn8-+IyS#5l|~C5Gh~3}xg*Ln42Os9VnB!;OfU(+kgtTnH$k3uRpV z7_{*xxgw>NP-MKoQeQFW_QT&dWTSATtNP|FfUlH(Uw73#0d0|lA3siQ(c4Z@)Dz>S zkr~pwzG&fv;Gu9^z^IGufh9BX=Fw4185QelyJBluSu|;ytA)!1GwYG+XUk{cr>7mQ z^vN+4k`y%YFmJw@H1SGBN~;^7X?@|WCGLTZmh%*4ccuiM^&tR897Y|i-(m$x8?mW` z1Le%jX!2B@=__S$BWS|MTg^({dVhp#uG%!C*R1uDDfkz-;=dZ;5zWNi(`~D-ufMo2 z0I-Fp?6hoS!on7vy+Yzc5FW;36op|!unFuf}Iyc%y$aNMh& zPZK0$m?Pfu_j*gRf}3I})tulv0sPB$a2P-jtnmuRYy);RJ41{pm-@r<6!ClEc@NC- z&CbETckZd2)4F7tvI$R}6jLM)>Zp!i7B${9suKA(#oUQuh)5U?hLOWuFiM$H$C@QG zM#J!p?t7~gSsu(LOgLooTr%5~yVZuu=)1MQ4G-VJapJ=AeR~@W$Ll^vlKl8F{GIG1 zBZ2y?_p7I@#*V%%T`(Hd(wn~8({B`+cKL4X2q3|kc+Gt>BvO};FT%SJR%si(kG5Kn zf>JO{Cs0GSU0VpuD^mpmXaWm=Z1T6jPcn1OjBEd+9!Vva+6y!>#7CJA*+pLlE<(|< zas1VeIJGJwI)Xj^5u{kme(2jWMRhiMk?_wd1=tcEfF07RW9A*TIF=b3n&k}f^|)aw zuZseLf!c|u1P>}u7nHh5hnEX~2jhqLn)6gij z4+$K!yUmkK zPyE`PfZ{dhrkzRZVJ#u5Tw-!vK|ukO1m_CORcY}N1)`p^-_dt4Uls_AJPPD#QJI&s z->V&kJmzxc>nS8;y`*0fhqKU@h08d9stvV|j9(y2|DU&J|Ln|bIuSzKfE2kxRLZ!C z>G6n!m0AKFwrs)lisrIJjY(TtsS!bFw1dnAH{k1@Z8n>Qn=GW$?^yB7y>E-06@TB`D~WW0Y#v*$8Mqa>yvXU z!HM4;zi}^1%6opj5FTtK%K6%s_zps&6<^az22ru!kz~!G9VtoGpbs@YZsZD^ELMwc zC47slNirRgIm{9qr_8U>gU|3}!6+i?wXOOtWK;N(tynU1P04+ZxWiWvVVR<&dHLD$ zsM{HyEtmhiTF~Mj30b_NLd&EhY4%Mr#|J z83jlzxi$8C=7SYJUJm*jHXa_mogES8@WO`dr^y<4kqLMS|D0XWOq5<_OKi<W4d5?L4E?Vc3dG>q)fG zcgLn|p?gL7Z$LqF6+77!KH&-$MASZAY2fiwAct0p8cBhHXy~T~gB^H9c#E ze?Vy$srvm{glKhndHxNxTNmw8c#jMtNOb8*{ymB2ff32=lK2br(u}In(nV7<^?9V< zi}@-;A_Iom*zT;}D0OLWQ(fJROU|DeM=$TegbWY!goGzlj7p2Wv34ve90h;j#~~%Yptoyaq;nOt&N`&bB#U1MZBS6 zrT*2u*J3!I#s)OpOz#f!N9 z%a4E>*HQ84I#>GY<;=X5RK8xL(imKRI$q~ZD5p;G`8yysg^Ng6Jf(9rYQ>g*k%-bbYrO<- zquZXcNWUWX-#++QT|ZO>P6n=($RgK&Vv5(jy!*|3d0bJAnm{?vGLZkA>;BSOAD^YD^a_PxqMw zzfuTJimy;K;+&GZ+7jq3bDc_+4-2XKr4pwRRSYk~4OMJf@ilY?NC;xWNuE&_`A-W2 zSufsEbRC@U;Icw z@geDUJcH6v|0a*UztETYz!T=oQPq;=fexsFLhVe5`QP8i7op$W_7Ozx2Dq|4JE0ZB zpKG}+1@&60y+>3`5WhQ3B6IpB;SuJHQ8&vaY}B3st`1<3J#>57G75D5Nk9H?jZM6*+2 zYtSaHCbYxe)B0|Mz#qhha{@;Mx%;L+j{%+M|77Ega8*AOO04eh8oqJ&v*7Vj_j05W z(vr2E##*`4;YQ3b`V-9t1F!q*Uyxr^qyKDlNRseg_GOZBz-ee`@cjj}Q)*H7!Ccgs zw^{EilhCLmsuj%}B1?0TIq$a*qIfK*st$Z*4|^sxYLY9JZlJAgg&QVSGP)<-G{B3w-4pM1c2R`y7U5n_VXwaW)3u~P>)k`ZXD(%|v$*?5-n^w<*uM?!eDN?2 zv7M1WPT_(j{HVQ?o<(yX>rYQlr%asV_ZZ+Xw@B)5X>8P(s-V@oqMSs`6>_-ua}$?@o?fN&GhLxVmQqSJ#$qmgO5+*% z;kLx#_d`=U1IBY9();k!)1WM5Q66*g@I={5--6kLEzwnWT~yc_o2AHKxQ&V^SFI3+ z+$O((gL#N|lZ;&jCWNAAb=??zhgP#RiRe^Tfkefcd~8fhT>3gEu3qy0dud@@%Fu^M z<>TbkjD}uFLkBnC(OO!w8Z|^MKhO4~ca_U6v4Y5Gd@_4vMm=q9l!;;ex3qG`Vj){v z^96*66l9%q(81J-$J}FAfwz5`v`UjY9BxSMmlgV?{bli%T{mHG#$2_VA=W7%z6a0? zh7Fk176?4))?QX@M$I23USp5Ol{Ovze>`LTI*-9`jK z1Cob?x+L@2q$j5hfT6Jb9I#roifH|Fv4)pJgyH(yCu zoamiludVkw3DkN$ZK9%gl>qo5I-|=}yXK#=vY@Yel*$x<@b@Jum}(E? zw~Ds&ibew!;NDYPy7CnQtmtI_w_%%vtV&E`s&adLwfMH}N2LAJz`v8I%`evj{!q2? z6qitfpwwIsZNZlg3+i9;IMfolP= z=5!0Mi-B?kbB??%83DOx5~|?2>GY~}#}W>{Ymk|#by7LiJ>b7brQU#`RixlTXr&#x z(DOF{4;irt=cMMe85q~WImU~fAo9Nc>%DJ#A6F+93JSlJfBoS&n8n?!SHsHF|NsJ%VM=1BYh zs!+RbrMqjRuxX_wmF_O-?go((Bt;r&kQ7iF5kx|yQ94yx5fJGV1SCcDuC4F; zedGSWchfdf)AULU?~Z3?W@HMfXlTqb6@Of4 z*)g4$UyE&}zluT~o=Ulm#5GlK@^WzrN?YoWk1MX(u#q3X2nX`fQ#NU7EA`O8wUrf2 z_h+%!Df_}2r6fLqC{>pPK8bkVo-C+mI;<5v!C=Xt!Xx>_wL2$54#<{ZP^@wS!V5%{ zYYv6PMmo<0tk@V<8?7A`UZ-6P z;WT=uJVkXu#r#b$Z8ZiyNvuVC;FK4Jy)@%Aa1IvsbyAvF3skXtR-dKlENbaYn*vONqm8;Ptg=Ok3mBZW!q#R;DnO-0Bt zi$(mtCh;I9rhNB&FKEFX8s&UnPW^3E_pq6`rfb8jb*O5J-~vU2FPiLOQ;3oKzXO5@ z%K<0|)Ced5C&PP=h3(7UZ+7*@TL&dmN6gmjd#=!XV7zlDQHD_^!qmXXh(XM!ytbDA zMZ99YU}ep+;gVze!N33c^XFgg64PHk(;jUq)aSf@)3!FUd&R&U z$}8$f{E5|hWuC!6S9kpHhxtF41Y+)at5{c7bQ6mE3rV+MTvt*M1*V6yM`g|34b0A5 zz`8TccfmR6?}y9csP)l(sHcil`7iy+$Ip)jKm$rjN^0sdU#hozf6{<=;rs~%q){r_ zUwz5m2qhsU#lX$L*=U+0CVW8?WbNw-)^5XWqV=i~4{4cO>iP&W@%Z88li@ zGBe|*J@zg{Xk>Liih0lD z-o0aJa&@->Eom)*7-x#$9hTE2>B8T&QYZ-VhXPFdrZjZK~AghjzLxW3|LN9 zKyQ67`hO`$s;@gfSv`=1Bo1IDGgoh5^59WiWv4)c8SY#Ty)ruKkhy)?@qU!1kGXk* z-@X9@=<#&kR%@PV-L7ejT)t232I74Z*MAR;jQj!S4o~x*t2N)BFEQ~`VDzv7-H~QT zxd&=$YUsss(%nnEFZDk!3WbIG!4E=pYZ8OO7tQ||LRQ(UBwEyn%&Pu7Kp z1qogRS_jshIZ}(T&MB^UjD&ryECo(yMk%hgv2pg^7)rJ9Rg(&f4Yj|va~VcuWWxc_ zG90N%@SF(!>BFexXLHKb+S`*RN$NSpiJM8^{z2Xa+o`nBi=sKuQ$7L22 z6m;m~w><}Ng-6}e@+lhu<#oP|P<4h(2QYfWV_>}xqV*{;T9}rGpixwz7F*ICLXHhB zy|t%2PVch$!%RrClYwvYEVB4^0O{mC5c9F|Z3X8Xpo-KekQ=Fe^UU!-*`;T;dZl(6 z0>+e2e_aTxm!kE$ySYu)!Fe>UTPOvB;W#($8v6?`Oc)Ljesy~PK*x7lzAM#7gzcWl z{gT-uT{zRxs@AAnAP`Xw=TbJye+Y*1qrd!t)X&7k#72=Zc+Khp*kC*!ktlZS(CXND z7|e#%aC??Qo0R5M1bLmUf}R>v_LL5EXQ)g>>&XC@Sr`-3a6eG=%(~Qh4zDa}osKg9 zuOj${*-^lmqKTo)UG ztJYfxiGe`71%rdt>%BfKlB{{OFc0_Kwj4WW4ARtbDg{!G>tl*tlXjQLu-^Oxypu;= zA201$MW1Yn159n6MpT-2J*8{A|C`Y<87+_hC)MRg`S~PI){*C+i&)Q1IkIF25v=Vp z1ufWtIhZtimu8}f6m68wb}lX)Z)97ht(G}}{HK4njX;9?=|k5j90iF-!5n{Aa{|X5QlOa7tU{&;z}ku>9umI+-5<(hK2Wk9f|zVUmX1@dD)br>amK{Fod{rMHGL_LiwBg7^!LS)81QMkHf;TcKZR9U=>Xq}so@A6LumR}4(6~`Xbk{cJi#x)(f8-O9#wgIZ;*b5k?wU1=Vf7`kjRJF9GhZ?dKS0l)lPMEb&EJJF@dU3MLa+c ztc&UXU;b`l8)ehbjDlC2-w#=M0XE$IgN6S{J09s5wxnYX4bmS#IPM8$m5<8*?;b8J z7117@j+Wn%`}WwLtfK$Y2`G^v-&z_ODJ!z{ElQ(!ub>}E@|Lryc~mMus^=Zf?$@^u zq-}d}eJu!@{>4J3#d5K{wtpKa0~M;IBk)YD>cTuITphJ)N2vorw#_&hE!~(VjOGCb}#x8d<6=woY^bI}5F4??Zx@O}F|SmZERx zHIY)W6x+>d_k3YjvZC@+ELJsFPCUQi`tHX$pQ02U2)DVX^Y-hZnn)5xI|K2vVE@m9>peI%sT2G2gC91cZ>i0b)W6>8SWT+Z~sgg-HFkZTl z3Lrrq7kHW?8#)w;vxptE+e2XzuTt5-&`{~7p!H96r`v11;r85DxecSR|kEQlvQNJ5>pHY=!{A!@KJmKM8FuR z#{{&yrFc{I)&rSqXuJ(-L0Y81NlVYt4Io_k(Bv$|>nf1*KqS5_?zwC#?iO8{T*K3L zd`*kxE}SE_X3J$*_e*h=uBPhJ>=B5&=1=c2q{E&Ca}ai0efbKVv!bfTx$57( zzWvJFnXu45-RkFI0;%T%1Eeo@O)+Bpav&O(tjGAM$}v^UG^y4(>k&Psu#N3 zFfXk3z_F;`8nWdr?Bd(;^n7bp<1!JFQ|QWb8pkH}@BmWOSpH zGZ@&}vH3M$X{&SDYY1)-5AAI1o)_(5e4lN+mHF%dVGca9I0bM$&Ph{Na~RX-uhgCL zIz)&Vb}AGPfk_nNKCV&xo)GmM94?$umMSh%|6fv|ZK#e6C<0h(59dC@Wm_`w3>~a+bgrSX(OFhaBq=d9K zy)+{@U|Pi{^ooD`+b9K1Uyvx?!sZ$Jf=<$K!uaWYlRq@9I54Vkafl;?FTo1!QHcWm zLfut2-hR%64R|{1xu4O91@?^sA9{+-^D3OqvwDedvNj~h21Xs?EXv@{@#mI4H7JLy zc@ot_#OPaA6BSwBRp(a4goV*(-aWnVeSG|F3tn@=!>*lGU(fj&hwZPhiDIXvf*aV3c|n!q$d7)H#luTfqN1%@M#% z&*60K+>oKrHYwDD;cCQ$CIxuC8Bsw`)70$?H4R&_A5|b>Nmgz_zs$?;r?9-%6F>wp zVDtGTPgLfBvt;kVHB|r_X&BESH_@t*#-iSPxAu+drGob9^{bp-Q{$VN|(++^Se^G&i!q+v6^$GKqhK<{9m|$4E(vA zLo*%d0={{JtSbk$1>Xgf;O1>*u{oSZOAQ`hLtqYLk8?M26v#{rVr4tUMtjylB;EnT zi;uz|W3F(rO0gxS|0H|gm`StoCt>ZIu$=qeCt?|iyK96T!Js%05R123!hLYM0%tm+ z3n@VtqabRoo34Chn>_?v7N8=7t*bDwu~G=S@zs!GJ_D;vv7nx|K*&1!LD$~)mQc<# zsg?AOV}8?PcL4P(=xz?|kb~fC*P=%yN>_0xMQi9|QJ zs&8dZP{CtfuE?rpbnj5bYgdiEt=-sBbc&$e6x6BreGAUY@84z2QR_ftt?lSa{`wK|Vqty!ep)8>B06<#y;q}PO<@WyR7H%xIJ;~HyF zWppctdZ2IlPj+|O$2e4MKJ&g_i< zPYkm6A>TWXkt+vj-KE%BuUu-rHs4il7kI~D+R8SAPEs6gSMNH-xhx4M4acuD33!TS z5}!3^9~A&iMaY*b8S9*0#1oYgOWiLZ(6UP=fJ*nM=NYqp>;60}~hz;n5T@QG` z8$te8vWJ1KiL=vFKno;$TvYLBvz`oMf!~rY$(X<|ny()g343)dA0Z>k-ANNOOAM$I zoze!~R+;N2^`|(3Ou3XWQk| zM5D1&r5>vsFT~VGFlRhw_bXHwj!up0I;bbMh5qjt23@?Zu=X0e`Zm8m^a*$Lh7V{@ z+{nwRUK6o>a`{|tpCl`@rhgs7Um*uyENZLLFiD2@R~ck_opMUZdnJ4<-FOdKCNpxK zn2L59NE7$u3yL7001EZ|s+-n?E}pF#f)(^$bT@NCuJca0O}mvtr=&XUFZtG$s- z4qO4lF3sMAvF>D1MJz9!@gbJS<8oz>Gd^cP3B@~wr&$}*_5_B+er(G%0QjWxa>8Xc z4T_)Yp?!_VvD@H|>RpzS!}&r^!wJ$yiA|I>_Nmc_X8;wZRV@sfW7_29ei6|$Q*`gi zd3P;F(s*JKOKgB?xD z*#~)3<6jXrD1YPqtOQ-GILWqud%z+e-jTTvzd(~!=2=`TkLyVI52yDzrK_#j{xZSP zZVxUXe0AMk&s|dH*%HLqI9ndGJCz>J&f0%2vsBWjrpC~7Xo$Yxg8_xhvEKVy>Y3$C zI(ivW#t34{&6;d>V^FQ*`Xc4>c|O@3>D@$F@LtMmsi#Q9SvTs%Uipb`kEdCSPyN}D-W%5;ni8U+aSpN{#Yf6z;tN}bXhJR~}tpMX% zgB(Hq-uE*9aM#%SFW>r}D`x;{(Gn;P9V^7QRc6Zy?||`BmniyGjNE7rSwBfClC{KS zWJo$bk}?T{(&FPdG478tzIXY>RnslLT!(j}g$iD-p@q_x^18%VJeR-**J0}i39}=3 z!D|~+kn5swns&A^mT8ba?x{?n0<_}kjXRe=o#VE-*q(S}l1$CiIS}j+Y`FlO5+6kG zXTJh5OplmGqhD5_6Mz~sRvOQh0kQy9q-$A#tzPZ@H~DRlIHLK;BqI337rFSH(rvs! zKhSqdlBbYm#r6W`LAd>H+`Jjl>M6}F%h9wK1@qZ5^Rd4t0L3f-zFtu}Hho{~44xOhbhE9h8@Cb<)slG7j(76Iyo4fcbNEZYNXYYGcH z=M9EvPr7Z%oy17fiV6ELD8hFj!{;P$C`&iT{_p$mNr2G!1~IteD@yaKWyoA9>Rm$z zv~jb^)X{gmb@f~pDVWm8oh?^Eqz&;&n~!#^9Q*-ZsB_I#aNN`pAf>rm)b`mnFHoPO zfzv;)Ot>RcUm8$g`wTjcJQfkUQRyj<=NbYwsqt5?5r@F;Xdqv@4N;WEo#`|I4wRcz zI=c=jc?GF!0yWR(F2A#zn|=Sdu7RUg{KrJ>CQguC;fTusTR&-6zd#Qa6>`t5C7D<+Sq{pMY?|oZ+P@2N>stbkzFTE<1#G zB+RheQn7e*Pl^> z04D?uz7tqMc?#;gNhv6r-BG06P=jzo`J{Xp(0FNvU%Gt0q9gx4T&8LY1op3~= z2TDPoGmNS2^v>RzPO;MB*QO&AT6ygHYof_ci$>YfZGdeOb-875iTGQ}T z3sZ2iuO6oipL+bC40mIkPQ)%+Uf`0Siy}Pf0<&h2LKYh}Thn~`loz-2gDng4RUDyv z8*=G5wfojmJGiIZO@T+8vjRyv%p&5>;LyRuS+Fwx3sT+JmAn6WL~>&i`G)?k|0htD z_^fcqNn`b`S%h2?TSHmYdu3q5AZG_M+lRNq=PmlH2Vv z;K$Y= z6#QagOP*+0aWPrgua9WI?{KWN>rM0wj>? z-8^DF3-=(h5dR{0{FPh$=gIexkA?Lr!r9Mj(42F}S|kGxQ|72F{^$-o=}Iv2F)uq= zSS;Ga-Q-3_0J=CzJ?x#$D6E0Jo`I``UU}%CgYw7;l}TzQ2858sg*j2%g^gCwL%vCM zx6Xcfq^nz}M`wD8qK1K9oz=DC9jEm#(rmo<{^hqRz1;GzHz#--qmN|GIm8BQ5i~2A zJbdxt?(A#+OChj7k6Qf$t?2;mxz(9;E$CedzCdyhDC3vmqr_R{ig`v>$djJ-HQkcp zffPr?3dx(ZQWFhGT3YMD`_zr9K&mI#l##g3hj@GjQTLrRi~2*uK_9LhXXoL={-eLzVPPX-U0NCR0{NWtE@($rcqUDQSwh>+RbdFTsy0?fJgKH(-lU z&PT`abQs9>^L5$YRmh~bkAFcn^&p2aP2oBD%bo!J+R%7` zu?U*w1-V5yC<9(T0WVlK)~_pk{5t6GwclvEwA$1jcczOFW4aCT|HCT1q`z@ldW=^g zem=}12a|>BbZS@ZS36P{j_4O9copt0eDDdl_Y6zm#V16Zd2mp-%i^6QZWbASDMNw) zwq;oiq1}u1r&w6(x})3@bc%FQ(0DBzDt<%o^3LZkB2a9x-FS*Iq1!r?LO2|IO#a_Z zkSl{JGS%EQ^bet?oYI@GKN2(Or^L`xK9ZQKDcCHXxwNa#8k4BGQF#a|!pRuX+7o0D=DtrJjbsklB!W=;MG&|H@+MDN(MTMX*b6c8$K z_<>8lF_n{Z*;m*-1fYc07ACI)HQ|ZDNF%5)KfScQylSxN`ayslA2Ni}e-;_u{cvE} ztMBd34SK&L_Ijkpl+nKcaG2@wS`lsy4%j8JUzfeA?3-)5&E3JlBKCgKqTc!gq!auD zbdFi~e4)%Rf0&BW_!FmYJY-xO}LmBwWqQ+)Mw_nB}pwcAF#DyrRi z&tD2PaVaVpvnNpJ=HwI+1X#ON?CQ9ys@r&ef`d~u);nrh&O+4_wnl9%zz}|GW!_2M zQ36Xl1fBz>ZA)ytPoF+1bGfp?Aa;?M>zJteIzKypJoy%#Dv@jt)$B$*ds7hM_(2Ur z)MF9iVvY&FVqfq0i)F&2V-fKMe z#V&N@Efnfo4PeDGiNIh)yBbqvKX-wtJK8oSreudBUH_h*k^B5PEcL&)GcPknaAJ(b7GURP? z1sw1lG3)Dq6%deP42cr?wK7{g32fJ5_Ctz8C&>F?(&r#sg?(jgHKU#~lYO(k*Z7Ux zcFQH7D~BmpYaHGNZ%SZuqKO-0wY9^{X$nDcHN7G7%VBC}*U(w0VKgy4{%azG0)eoJ z6^GD4zNMZaLMl1vcJv5q<&!0}6#KtGq4!%ey+Fn z{uvf@`!`l)cb`pRpY;Y_{tXZT(k3xP_7I3N%oPbQG8vDD98}ERBF>t$+dJIU)5U&A z@`JkJTH1Fi+Z*mQ6aIuv{BK8FKDhr1LF-fQ{NV7Qqn?qwB{E5NV1QcKWe~#wzlv$2 zU=L=&_F5Ek6?~?*G~RxHlC>{O?!Te;h4}cRfK+YG-_9vE=|&sU5dfVo7Cq~kq~ z&LVLy32e41x~u=tk#6*QvbD~Sqo8@zB$vLtl|MGB8MbMDXu{Xq?G%~d zI$1f1VR?S9#*7A-n}xehG^Q+kelcVNiEEh*uC<^ zT z4=EI$n+!RqD`V=}5loDT>MAe*<&DJUq=Tl_gL+CRSA6rB!%V@<%p1>2XQ7c)xY2=9 zldhx%JpQ$ol`Qc4Rm#cYQ4iR=uIO49`Z9^TH^z4X zL2mV8tj2(7SK^zd4Inl+0=lMXuAXz91@}f=nbzj&!LBCJJj#$_0SsxzaxXB|D{e`} z(>ZcVU@eX^gmi`?i;#1t;B;`&cGI95 zR7XR}(GK>YGngF@!EZa;_&OChmo!3GU5N`okXv)C#COn4J5gdS05JfF<}953MQwi<*#zJooB%#LfBJs91s4wU zU^9-cdVipkyR|1pF$-^?{IXiy=C2FOFnA6?+gNrH0IQlrHZn;FZwu3)`n2FE6y_%l zj*ih&UyQWH3a)^o)ty=F#6Z~V(b}wR|(*KfP@T!5+TJGv_I=$F5@IzY0GZ&Cw%Q*Ov2Y|R)mv9xa26Gp@0ilwi{Y#4AWzYx)#Cs)UcqSpCZIDj)nUgf2+J1<4 zY%SH35xO`2dXfPmD{epPf9K9l>#kOZG8V1SZ!k7$+up?t)(`Df2Is6@a#~rmKVRjr z6QK$5-NNtMLb057JIY`VU5fE=Ybu_zk^iO+SYKswo5+<8`2SReUzbR`!ZZH8MI4QR zszka1QkcKLz7qa7CnVh~l;KqLS|7#2^pCi9xA%!W4e0_A(jGhG97@c8e+p)>Zaqks z;H>;0l29z}@o9viOCD_MGp*?_keQU~civ=?)I2zcnyjV89X0 zulI>Jf^;DfTJ>SAjBh|Ca{uKy`CjdRjkr+Fmj91`(e8sNw%->lK{(4^0MloQqtuq> z&VWRD5_4{F2B#9j$Esy728eC8fw)7EIJ=8ZG!5v+H}|9UgCf&SC5i|1xt{jD+$b$9 zVAtsyaFE=3(|G!f>U#^#cf#lXh$e8L;`Gjl+4<_!mOqzaSYAfO{r#1`>Tq}V<#{tC z?+CY*EAqGuC8#HHb+`Ufx6Cu|=85E;eJ@cdX%se((F+WT-!QJ;0Nn*`cAt$=8}Oe( zT}$3u$eZrwMmXQ*nkS6mj_m+>SRo7l&(g##=_gQf-)IJIvK?Ul@ZT=p{yCSP{|wl| z^*5(QwY6g+G(q~Zi_k0wD!@#m#|S6m43MCFLB7fE4@|+^KG;VoM3`oPw@H}uM&E;xPoNs4i&7%$ zOx{76bOW~UDH4Nx@4Gt}03*MdjiJA-tgNoTC2PY%oC90y_*0D1A=pK58q)IHM(!hh z23HkfKE=+X(x)llha)Hefnv+=i8z>%0yy^B!EcjGqIM7VAz}`nzerGo*pk*$Ra^)rQB|r?2%cX&1dHeG-Gzq;Pg%Y$W*f*`p$qkJ)^}a|y3d zH6myFKANzQ>`#F>lZ7JQJQgiNFR2~RnoJ>KP4jzc^>$u>dGwyv6R}dsxrm)YJLBER zz&{``v|$D-6&9yP35<>#Z_Z)B$r|L7Y}zQcDu?3>NW6S_Ie!28acgs*rQj7*_KVFSCAe0M=mu+1>u}1sX6s)gXYQ_>u)>@Hy#zY<&)K`gr@(h`%(Y zXloWX>PmKZ!5`pQ;!`F>@X5rz2QIZk@Nc+1Q&+Lag-|*y^>M(G%B*Vy(SZBgGp{Qv zsMh&AzJyg*|W zjK&PoY6^PgMYl)>7}8}3^N4et4;!aTkVRcd#f zldH!*yjcMl8W?RfZ=6m10dY22g&(&OoNlm`pqFxUS8-)M)Z^Owg4GBB9G>rU*2m$F zK7%X$jl6`mel(zKgYUv?Fp%iH4eNaHyWWjN zzI*kHPP}22az-5*j~ajYbDXbsSIBOo*|7$3<=si7l)))77{`b0953S*q`&H=YSXpE zuQJ?S?=)NAr(ZAxxnKlCU8Rn+e1Nv=ROLo*w~H^HG(NnhR&Tf!sIy6Z3xAZ8@BD^1 zb?b@PR8zL?KBB`q%V3ll^STtyl+UEyLg(>X^5##FS zwsIF*zE5lMuTs9l0_)MvU%hhg?&~Iw*{+l;r?$m*JaIOf2nIiB0N-b#3>9Zz%L;D6 zrj`$>oeTqLKRpZeqrDq?^rJvZ?i^sIXO83ub0x*ttZ5UKmzSrAn~x4c65%?`JOs{! zJ}?Mpk|ch{3@EYhH&41*`82c$+0~TzCBt5CacG}|yeBXqntQta~w|p5F z9-a(?1BY`a`RH;^#OrZ`K{9V*+e?CPG;=TtG>#2Vg--5#bBU^mK}EouU_K{B!~>+i zDF5Uz91^?v$lsTSby&WGRLR*H*faLkc8eBCRAk|hJey+s#jY_%o3qZ5-L_mOz z>w3V3j#m@()^HSa`g$KY1rRb*N*|Ic72VIgPJ$XrnIa-pcHi%i7^Zp5Z>N-b)%x0j zj%hajhRmw+tEaH>)k84gS?W%TdKvrg6hGy&35U(|>6hxSmDC7%uh~OWXoRWurmctZ z-o|6oDlkgYHhHu#%=MZvym{{~HH#fx*T%+O{A*|G>3(PbB#Kqogg<>as^ zb7aJ$%ow0Bzt~OAu{#uZ;hGVxll;b_rV>QymC1RA8vK8ql$Egx2}GH(U`WmLl#g}` zO!|_T>H&^otNfSJK%|{ga0VV3(*7cRq=XyVeQuEMFSW~{(?L!RN5tHnWLsh?_y4aksKbZUu1(C)13rI2(Q5` zf$%DY;)cxYRxf#*W7!;Y;UT;Y|Lc;TM{S%f{H5w7mT0Y z;2|95H5ag^gm+;AEF(v`Jt;AIK14M@qc&CtQAGsN#hHR@0*Vp_v& z^D!~Xsi94Npvs23>O_LO(cH!pr3-BvfgOe4it2*XbgfKQ(C4m`*M06%aXd0KU+ z;=zcgP1|3O#MB{3|@?-rtcbHgC@)_YvAr z;(>?doQs$735h+uV(`(#?~MJ zVM8`^eG6uI!vXI{(?NxuzZJ}r^~(Bdzg^!eFS0?AkJNm6-+Ql7`Y5{ISCaW5+i!ha z=KCYj#n*S4i%>_qKIyTKGiXp$*h57D2ezNNHKLU~A--xZgVEr+7_GI7cc+#u$h;;g z4MDXf!kgJWiYGqXkG92sPA#br1adAbk~Kr{KHPAh8_>{n9tasIXzUN|K6xp}dw#fC ztQrB>W#uEti@Vbe-`dDJx%7IsFlTe-gt8I;XA{05#_pJNPo!k-G`q}L+&wOTbRDs- zlr;ct49X1a$qDM=H(2xD1+yU1Rh)a^O<8fT(^etYQ7o$M9vdP6!60x|FSrIM006$?{_FfMf7894oEB3PlR*`USO7j+WBPh) zCG*`9qE}yH+Fi0oEjJD(Z<(O`V?DwUYy4uL#Nh|4L_@ldtuw7FJYALP#e6#Gt}Q3N zP9MN*3?MJZqUu`GJuYVkFUbcrcB7x`D`y_-jV*_1<%!q?zt}H1fP!|Au}`Fp1c~wa z!Rud|;wl_``hV)O^WI(8f9OmsfMF@S5|_ts7p-Ja&OVy6GN_hhh8<19@NyTfP;utz z0IvA#mHmTN^*;H&swmkXpFVsr41HaSg;ZEv=eO2WTMKHkZk z%@Ii=yC*iM_)0NJL*MXrUJI_(+f2D7(nVFoTaRfMJx)?NL;%;T*b86lqgF2u$xw0N zYFGDeOC(EFq2WH~W6YT+H=-1iXFpn>AUyS+x)G4;mc?G$x1bZCZt!q*WhN5#)p5O= zk``O_H`a_yw*?6H`s$qKGZ{_2yg8&A;AwVmt}P&~ZZf+>g;QrV^0QbO@~H{Ns+#z9 z879}?G^Q9*JaJ*lROmmYoy3YC<9#V;X$gd$=IE$Co?8kG-PADY-_$ZwN=9QZrdPD@ zIbYy!dhkc8m59?uYV~p){<`Bel&LE>(SGPDOj(lCq9z+z=?$*Wh~sA;8i@K^B2%6q zJ`T&16S#Bv#JYK4>bY8Ptj?llur9+m!hV5k_LbP*Y`|U!qLTd8?pBblz20`W)L_Tf z{V%bnv9f6yfJg|GK((`9OMygv(aI&)3fRuSQ|edL=qO2$nWEFHV@!}EXPNpGMX>SA z{s;+@N=z^S3rC5+44+T8qF%tfuGU5F{bA&bWstPpmr!_z1!zwZkCneTnR1exuuhFL z`xgym)X( z24K4%T0nB=Rimv_(Bm6UKm)C#7M_xe9bqSd1cM#pe~CU#ENt^AqK{px`S1AQ^kJ6# zP!{E+0ri6c9y_g9FmVMb5DWq$Oohtuq;S3u=&yXPWVa?>Y72d=g^YcQt6}Em46k8d z5IB1$CD~*HIL7SqsA>K1{vN`5+&-p|+>nt*L~V#Pat*znc@lUQ z)_Trw${M{QI`Dl+4~FQX?G26SDWuD=9H~RP1THKrQTw29 zt~dTzi)qYG`&~!(DPeMhEg&WkC^K7sk%LvE^1sKxBFnSHQ(c|lD{+>PrEP;!$5Zyc zU4F(Wg0e~ecR9C5cs9F^!MMc@H{1_^6vozuDR%ySeN-$8B6hcPn<#q^p=!!wT6l|7 zub(pVbp}1OHWqmsL@qj?E|Iv_v}}>j+~5AlbHm9fTCyS-Y-w4om&EKS6LhL8EAKYv zPna*+|CI74jI-5>(Wwp@Zq8M0EJAzfLPj)x)n>}H#$3q+)IvNSZe2>K%J^I))KRcp z*{tA2^JUsn-p-EYoK~4RTYoDWBFkXHsB_ZohuUg9=eJ><=M=1p^z`XuEr{=>9U!e= zG@JLnScVwZHv9bq0DvDDuUVstk5MDRuv`+8xHho@a_`1s)A2pk}C0}d=| z9@CPa+7=d)Pd}k4Yma76D08oHi`iHx-Kp&EJ_3kZ==Umvt}f0& zD$PZMJpRbWO?j21ash`(sBuU9(KloSz^tj!oVc2DyTZ#H z1`m})|6%eo<+zJom*W+2!2Oo)%Blob7y}LAV7({||0P?l{(QLXcz2D;FPYKzx!eWj zNuFfT$NfR_!%I!q=GMaNBsUHrmEqG(A13m?%e+i-*JMc)P%{|Rz7k$lZ$C(0Vd=`D zYy?%c%(j?d6yQJvR=(vK-`c6 ztLgdU2oPouv@Go|@p-c1oo!L$pTgy(-4=joGcq$9F7TU!^E(Q~+n#?8I}68Yt>ndx z(;MnWrIZWA4sTx1>2%pGt9?>!{$jSvJIJn2j}@=**-?xJx{4Siw^3dbvBwryp&T^g zmB>@fdRWXCFr6)$8G?OYTX8QrY!1Wuo#(*T9BBy?)$Fn&B>E*!@mx=KX8nM{rq2Q- z0GnzgDw%$YA*jE2XQ063*IGiRU9rUB9ROs#PPAR~!3MdoKPJKx2I8_f z*}^kJ6efZKOd~CJ-l5mwlV)8SO@?#$C@O}^Iz<2s2rDXd4HDLCPHWpG)O`S1W2?|* zcFwIE<9hrtx>gbfJJ>B4RPY1#WT^|c*o|3-L?@t-dZ;hqh8eqwILV;-_w>>F;;}?+ zDhOY7fay>}qaB=Ov8OL_`LGf(rFreTm^~Wa!UPh_PyeoP4KG+R(!H?o+vy#E+^@2^ zx88_$lK#uI@iY;QI(okbhE%kER~nrz-$&QjagZ3hir;*qCoVTrjo^TNp97iOFej7a>r?CHvOM7nB83)jB$Y0DslW_zlYsf z8wb;S?rS|5BfgPhzpBZ)sm>qWAP00DZ_)3J_|X(*x$C6E9HKOr3Mcn)2$%>iX!QP~WKSOT(@3 z*r}x+iGe3h(jQiK+uXI_|EAvbb4zI0A0iMO?^v!RNTDIaDJ13fx_0^5P4A-%RQdQA z8CkkjudXE)`BWG|#FW`Buc|T-AX+lgTjSVDOtpiGpQDY4#w=9)fkS%J>SD^-Soc6v z;K1GKofJ_|IwERyDy5%Pbvzmi?M-grFu$N1rF?_t(J|SxoK+k`1Y`f$5f)tySguML znw>B$_bQ4Awi$MU!YpCz!zRZ z+GXHTKC9@*5)VjG?{v@x2$eYDL&mFqPFy?omDB@EVo}F2H??} za-%iDGE}m1==J9?&l5xkYr@Z;aaE7mok?AmhULoxaWe(p`RFwH17C;l%~xpiD87|4 zF7vsC)|ZwOUwVk}ue9tHN-MreLJ`{%i4z5EZZ-=4A=5eHOG&SlY1sk^vwx8$KMGRc z$EvlP`P}LP2aJ<-|GrDqJ2lf9UN4b*V%iymk95pkb5E1*zuco3(-Z0l!Xb+w|!% zT%__uyyU(RR*}?OK1$41J6YnQ0x&NOeZw9Bu3bKx<- z&1kp7x}a)IQEm%+u%uC=zoG`s#(<{NY8$LvvagIH>wjwf9IH)Ozy5jfJFNML)9CJE z6pbY~(8wWD7|9i|6|vch*md-UijsyHsr+rTo8*fN z6J;_tZ6X4A3n|TEfnmO(i3Jt`Xr|&q#rJz;+MPGVR2T!PQ+R)=w>K+P>JTFlixv77 zROA|eM+cpDNE=(;giLcyW?7|A+_xHc8sYzrMon8l=7ayHh*I9M^@h9;w9{{W) zq$<3BKX_37TiTzUjL4uaUVy7eq&RzP4VpWFPpm))v*)#;ZZ_7|ASD79?M5M6T z2Ye*_8mxp7n0?)>Z1*kN&ZKuT_b&w`#;;#~2gOC9g=41K%-A{|G0&^2h;A4S#VOwL zRLDJGGfzsZSplFo$Aoo35a ziN1Wly04pOFLHLF{Q|qix|2-OqjsIk)-9>!$MBSN}2i% z`^cqy9lUj(p=*&b)R*U_;UNSHO>?o_LMgXd19!y}JwrD@oeF6KOfqv-#rAh*ZypW^ zJu3yaqoZ9#K(o%a29=_sVrK&m?4XgPnX$BgW6b8`YyAc=Mx zBT^rEIq5!y?MFBfM&D=5!6nWzI<1NZzl*ZdCVwZS-Kc^%Y9c^7M^AN=MG4{QPt;7fb$g6T0XGRWY@2eKQt8IYAkV zE#)@QU!sLC*S{_An)j&f?>atPm2`Oeh% zRhTPb@JEWK=(i808~mqUPESSXh^0;a=NCza-poxm!|LHU1YmvEFDEFpZdS~*}r(!E0L-5`u z9VadB(5|m1XR|n+24rUvNeATG0Lc2yz990d;a<`src{H{Plr;HQOR47xW)%Gi9(g z)A_Hp*^poxW+#}i;@yZcjU1FNbIf^r2k z^ijVp$PNaAQ(gj=03K1VsyBc1`kIs|+ z{jmS{8bX*%S0Q@e+2-t7g<}b9_p0h@kL|d6T0jqES?Yax)1KyO4)Ud!y@2exT& zDqfc$)WN`RLBpd3&6^DCbrBe&z&?PHIL_o5(0C&l+n^}%Ift2d#yBVVMd*phtExt; z!PMgKLJd3~qGSZloHp|SKaIh4kr#N5F&rQC?07>MrbXsa*${VV4;VP$b_(4G2L}+Z zRtM((N2E7zLQGgHp|ujUzF^P`!^;n4Tzk}@RY$`nzacJn4pTkUuV9KplQm;NuiFsU zu;97SOn)ELb-Mt``9-TmU}0i{gAM-iM71p>cOIi+ks|s8sYax4kmfZFha`(iTomX{ zzTj(8eD&J!{A4>8k73((m!T8B7uZ~*rnHzqfS|1=qm6H z)E6(*R;!HZm3%DwCqF)Ws`BY$+03omHtT_QDKA+u5@gV*1@IuB@wml z&+58O&)0PlzPqcXGtHi?+H@Lx0Izrw$W@wxm!dM~#y2RA?W^_fhE(F4@*lO23umGI zVX3HEumBbeLk1)kVelxfZNhlakndxqY~ceN|H!|2kR=ye*QPB}{QMz`ks@ce!WKF% zwPP>R)AJrmJt%hhcLj(}sbL}Ws`Vu8PJvcA_j|c5Ps60pM17&$mrNE}2G!twq%4}; z&-9>M(5T>*Hb48rvn%NQ#k(d4%CyIXh^cc-1eeo2!5Q)3zWz7E$K z_b)$3zg`5hTJK$MoGi=ye8QU~r|E%w<~Eq9hnYwRUd|xiGOo3Whhx90jNvlb`y^zs z4+G&5^nJc~Oe3kSMRmu8Faa_KFlr1FfO31xjjtR4*<}{;bHP9Yi1NN=Fe^e3hHC?i zM0Is-3szzjI=6{3U3hwahne?+^debMYB?9}|9mjwY5{XIGlWl;;*D2PAs=nqI}cW`;I;v? z`M!B@esaw)<1LY8`8b!bm54eWi^47=LsxSj=zegjm*ViVhxzP!@y|)r?n40%!E=`i zZDvdBQp5wGY9HwDmoK8wB|yeo%J7=*r2X{#3vhDImQ=cA@t;3Irk2!m6$-)3B~-dD zNLhN>@qzE{i)E!5MQko*NucAQyDh?M%pL;^MQ;>ZvtKevo2WngmI{Or*xb&OlPwbk z0Uy+?XzbF0sCFRRKZ=nCe$ss0OG|xy1r~3(FRHauNqc!$ET&=n@rvUTMA8{b8d*Zo zc4<9&?hgcxX00(zqd8>tiGa(attaYtf<4>P%SmxPXVj(&{)@_yFKXD^4R{>mxWqstX$kTG%g*5}SQn`rA+ww0n34Mq6~R@%@*-&VMjq%+D+F9ncPXeh z{VHg=8ceUmrW11y{_N=WTQ#>R#@&Dm)ZwMOUNGPE`UvS{zXBmFP(U&jP8EC~u0)z? ztfvvz)1g|9zUSnl^p~t&k>!SKT!(p3>y%b6RhgvImKg65?7#mKMjjCrQu$b;Wzz=F zDioPpIWS+I5e#!1sH|7g95zRb(04Iur2R8ebH6Hb3HI9+-752%QS^DiuK9#g!jV{T z8qI2qoIk%!06WE|RH`|j&wrw|-L9GdISbXu-2BazBCfwXz9g0;C_VkLcT_v>7xY*G zqj6BLmjSj;(aAXYyiIDah3+FxoYC}OV7~+g05ScZ&DR07BH1w?O~91FZ_9A)9=-~( zCQ*2porzlNjPlLh*gLN%W;<_x%r`0P@K55Z9zVK&d$>C9nXq4bR8F3_(xFbEQ4Ko2P645C-ijGh= z0FF7<4GeVY`GI@}?o6p?B2P)`sQH7*3S5O@WF9CLM}U05O~z%6pN94XT+IRlrLlR0 z-S|o#b_H*F@O{C3ruOa>&Xg7&30>W**(n$QANMblh&`0Gv&9Oo8l1*ij`eM97%U)m zK7R~~AJyqIja@}+W~UaEZYay>zC&2H>kqsNujp(~i(OB`Qn zAPF?>AiX#7o~pW2>TT`3w8`@z+X^F@0UMjXF@|Od{Goh`{bBe3?>>J?XZWO;`9Eq zn2D3YOp0V@iZzNe)vo+~9$h!ysm?pYj=J<~VMIi>PZ&n*U|f=>pfe4)E#zAv%0QfH|0DG+Jz4K-$FwUA+CU`9*0sGmauJnlICm`Ln#y{CBX z?_lwupU|&{J@;C}jVW=W0`T^>ARHQ@4Ky@uyk_^s&~pr1hrePj;d%evj8&(8Vh&yO z_iBmB$SPxjjnmF0WP)m?xM%b%1Us3D0NMHEQHv!?o@K|&n2|?)3(Dv4(Dlo!w_%H! zw1^Reu`R*Qvk1UI%90BYh5`?sS~db?Is91)e_@LMgnK>w{OBv;>!^0Hj#?-N8XL{3 z_4-%|w9Jn=Vr!HphyE~3W8p<;^N!iTDW*- z4p5Y^7uLa0)N6AJhuhH96x_aQM_#3T@9XKfQ~RxM{#|NKMpjgUN=Yo@1@u3qF1Zc=?ccH zBO>O%HP6*yNguW>-<4lw&Z`7NO&6LQXNxj&e2$DEPtqCB#7)z6%(*RKo0mO48t<(B zgd&$^1AUh2yM)Aldz5ZOh~t3U2^$qNI}ml`uM^iayDh#QSnNk|k1T$dwOAU8CFTAl zv4Qg2fhxYdV~HyL$T=|}VI#Ryq`c&bg4a+L;1MS5io&p$K{aqqRs#Hu1 zk0(ex(c?%D3pa0?+yU32R>yOBT^&m8kAu|z_s00OY4bWNq{OzM<~~SB+Fy-Spg0O{ zvl@j=^oB>tomlW@D76wd9)gQ9OOrcBp-SlMFYNB&7q>+o=9qKmJnf?I7dv0KF|v|} zoZHF`ZL|3Q6dPzbieuP99w~e18stvX*1W>F@Ky!N>!*^*jbv#e^;6Rt@f8nR@OsA= zq>q-yYJS*Uz}20H;n02yu$9#IvI=ygh-tcM4KZKC~j?7)qXAzmx|_K@rmhh*xb(ndkEBKJnGKmz2j z$4670s$^F3a=&Br6t(_U2ZBJ-em#+u<#6{t+eoGJUDEQeWdY4sZ~4DLSq#-*12Zr2 zF|fo=gOw%@maV7RNAIL$=cN_Nex@SDZ^@b3FGqEpL$53^=a<2%BE_?qN6VE7(qhsV z8vZ&*W?XCA4LSr+>sOt4DpUhPe_%uu(p~TW)V`_C>k9VVob(qNtU-)GEq#4`B7b>G z1zk^lRqX3OpZ|7qVY!mX)MSQ{6@NSjL)x-Dfa;U%(6h_i9q%NWydv1(PDHsKLil}G zUKMGo+4I3cV%SWq6oJz-*l}4S7e&ZT6$denNXIh4XTE?6~9-H z*8FF<>Ie#)z`@uTfEXzK;SNT22&KI_tRf-vieXo3|7YkgwuK7aejuGZFJ<`s8y;t` zQMXV0LDbs~^pvb>4YU)ef3Rt5RvSEH(@_^rbw~G1ov_0#@3`dCNcQz&L~-JrD{$;> zHQAV$P<-y49@d-ofM!pK4+mYfnHm68gU^i5`U_o9lJj-l#4gi;7SfIB+&Pjq^gME= zXg+ZTN^o#xSlusMX!dEwps8pK`Wv{>KFaP5n`fV{M*eSY(nSODi zhg!fc>g#w3u}YR~iDm)6*T|lnZY06^1CSRwQXHYL3%0|3$UA$l#znO#oiBxFlE(hO z8~-H69-e`thc-5gpbi?{nmyBvwK z-v8gt9w+9S|Ac|tx0h+8y*Oe|ce2l4eRrLG8P^{J{?n(OIEFmNi=hUJuCl?ZDtHGXln(AmD z@?_QAtn00ui6~Qsh9c3r$7W_!hJx>c zlIdI_CnE8Pq?f)KpWl&lIyRrj^Vh{TTa9_M{B+|LrXz`JhnQzu=NR)m6B>IQ6m?oH z7laKmtdy(`euVt^CueIr4AY-&<=ydCD|w$Mr>6Wc zvp%tgWTgz~5&Fy-0D^I#U8`#sR4e9$<;(rHLwy>oEQ*NHoOm4EW2vX-0UmdEs>o@G z270u~gw|9U&S7{uS|hZZlu+3sPesjqZB{a{c#Ws2c6&IogV$fF4{)!XM;}XM^~jJ3 z?Z*q2#?!7O&G2ejb)yASWFC%Cx+hlyQZ-gHA=9|7Nba6yBh4i06{&C#=M=84!95DC zf!Uq>T_@wn4psI<|MKICU54KjKciaY1((a~@h3$5@1~E-F}TS4H9pVuD&JwNC$Ylo zk+c|nV+{Ek`xtEBWFJD1BYBRap4D1vxm_R<#ceW1G?x{>$BsPsR&ny^#?Z~OXN2FG zfW!WxrK++-UrY)6(SM8NQ&T)mdM9U`zKw)BNgp-{_K?>7c*RCqagEZiZr{! zdUieL`H=~|D*0{#1)$!gGdPxI(t6UT*Qql zi6W3{9!1`ew%N^a)i?cigg$Ck%P=gR3Y$(^a^sy=di>i2a$`zmJgKb>brh?@kW_VX z@Ur)yrX*BDDeSkSISrZU0wtV8Kth0|czoaW={}Qz*vh--n4c040hbUlaV)eh+t$&@ zl{6{g-%80liMokXYAixSHxPAaVhhwe53a*@Kau2t^S{nID4bWuFCFV2-&mp@j5S;t zBN1kUXHv_XsF7aiR+>By1)Z7-%9mY7liC%QVG*QgT!|9Z=IJ9a8}1E=@f669oEhK4 z&p9KZJ3<=b8x!k$2R25u_}pJEBw9Bi)uF`Nl1-GyB0^tR(oSqGmT+#n*t_P3Dbjo; zNQNr%p!DZDwi(l+m%8H!7ENBv6Y8&-5BXUG@qK8_Ted`rHC3s(A77q6=CSaSE+P`C zFk^yM9qo+C0PLo_aQk7_qoSyGP^_u8j7ey0ZTm4-#T8MQzVBX1Vaa~(8l&>6Q_)3d z!ERkFodB72X{`d9j_6Z@u)$_TK!Fp&q)@Fu4)5WRq|z&e1fM{#IWHyLzCe1+hz0;t zF{YWr;z=Fg?dVCT7t+g1fj2=5+IFAvN1Ne{5qRUv> zwmLp{21nFt*=7=HMK=H?t@wd_BO_a+2Fi}YG5V}Xt z-Y^C>|K7|KC=Z4Z;S(wni160{ZxGeBXgxbe{hG;GM1V}*pWm7J$Y9-00AVYA#~;Hu zaisj!$hO@PR6E^4rge6zYcrdG6Rj15N?>sIvOe#|kSd&hVWTbRMFejD1leyx&|YJp z`TF{r7Qh~A=iYa+WkpDi@7W7Hc(?FwwBN*AB{MWq+EI`nNBwnKb93gH`>?Xy07fHI zi;rktg8CSTmgYTkRDlf>u-c?ZWBIm`GV=Bo^=ayBYQHEc(@$^SaCup<=0$u2>k`k= z6FVN;L_3SyKA(@2WC=!Z*iS(Fhb?KBAu`|beR)&Po%2rVoWtu|heMGQSYaqFwCxV; ziMr$>Sw*h5u1BUkFUn95h1kg$wTld?TS`cpIEH=5yNcX z)ix={GJpIwkCz~3WhfHyWG(iDvKY%dL6r3=1i4-gGBr&VG@CP_fvXGLNvYI_YF<;%252u)9S)0laV_0=JuA zQxH(m$@4+kd-QzEPgsyD#Vk;hJAYpt%rAxMxN(kB29Xn@y%fc(eeFBom_0V8$9w{4 z=?Z%OL&3}Y$)iy>>B1w4qTWXgQMw>!MD1kGDq|;G3TV7)QJ8N3a5r)jXcP^N@*U*u zOxUInSj}oG@wlK6N&Z30ES4Q{1TJOHMWUmW@{O_Z1cI9Apki<#Jzx_`eQ_7tyb)!Q znBU!Cexs%G+d-mDnNHnML-y^_mWZ7EM%KU>gnl%7Dp!ow2AJ^(fQsC@@c6rvv$Mcw zCZ+zUkd%w|KJza6^-aX(wFIev1%$FBven>-1b*q3LIh5)6*u4D(SB2i%(0`@x@C6_ zOe;VXYao7d)3I&DUO+3Rq_i{wi_jhf>2wy$UpgkmILwdVM#2vG*WSNu4Y){u;xrX} z5M24o4pAl#qwF&C_I*3Av7RTJI&g+>kFJp8dhCOAyBOaHZ-^1 zo?@YeSW40|mT!hi7%v-X)BUf`4FqFb!*QhaFQVi?W%D#7RQ5#}k5C?MK7skGEsjKL zOs)}r8(l~Aq{xoppg;J}JhpI*UD=%b0AxP>3gunWmshNx=}a4g@S&%U#0GTa9+9=y z+KZp`P`M7vtUN<;KMi}|NY=|XNF!9`B0PdxZ=U9cO!r6Qxu#5fbV@qCBqLhE^9t8P zsssTuS^FK^jW@b~^Nn#UDoIj^xzr~k9S{HhK~ z>O{To2&Z$x&ghu2LzsHv?4ZZ{foW1K%l5;gop}i_BHGjYb94(_V8m}-v(9yYx3kH~ zs4_n@*sKKiC0^)egiF6;TT~kf6I zf49U;K1G~pU943)6*#(w1#OC(8Rfp|$1o1}IbWc@hl58E2)P(v1DNTp(|?z-#F>WT ztx(;H&%T3UM+_5QgQrn?yk(YUFVfP}OaJ(v;ZTX}T}0B3;1fOLmIGo@!fR39A5RVD ze>e;nMCgC1Zigo4o~=xG=#H~az~cG>w($^;PBC$BDqhDtUSUN=%xl%@RVr$TjDqW{ z0J$Jgp#=3me3v8ue)}F&;WwF0oK#fDtU%MpZiPuKQSua~)0MO*hs;8bL`t5i?BfXL zfqX>p&}T4Sf$a~2SeJ5gL4^JZbebO!a3+-~t(f})lwqs29^ir!3C}mRlpk?R0Pr79 zzq|8z)=fr-8UejF8fbptQ-*OD1&yC9muB)41ZO}*#@-!xOG2vYw$~mmKo#Zl#EVEP zPueBWJyb&JZE|3Js*8?h+!N`bYsnWLEHS}1Al#>DbOdRybDyI~>&r3#sGUpj|8LY^ zwJL=oAkh>PP&aAR(-R1JH&FZ`JRpaEEf;?8%qd)O&Jqgc!SHkTNnfbg^IBx+OjIq? z_wV*O5vo4!4Hz-pc-Gz%MT;`~^_q|789a(AEvJ}Q4fkvQ4UQiV8kWM@wv|f<+1mnD zh@R$>6WRXaewmOf8rAKhYO)`v@FF9oRO9(vOMo&y60w5FA#Uez*9#DtTI+{iFkH$u zZP>_Ibwt1UR|bXR(@8t|Ln-u+#?j6i_xtzn_uk&mpP;tL6DNcYxOmRJpr7evjRV`d zx~fX12F|X3SyF-YXt>lWJWna7$*_=&A+kbTsUTAGR;Z{XEx7nk{o{T}(oVuhdRHC) zKb(qF@Wt1q#G4>OL8Y-H^~TMi_o)X$vqv*c=t9hYQl#({Jv|SL zRZ}2&head9x?Ve!UaZ#t%tK`wUNhK1-=@3?W~u&BBweYCIX6-jHcxA9uZQV`n0+}&Km0CX#=PF~>=K?yxb~KlMx`Hv zprg3E@z%)1#PUnsw~J<+E*7!x+Ra!j9w#pX(kwB_@$%SxOjq4!;fk6>4VZ?&uHKy} zC;F(YasUG8C!noS_>!KU4(9{R7t8Kmue`LPPXu%Og6M}2AHqN^Ug+rV$dC_vQ-(mU zC)mCsOjqj*H{{e{_=`;|ywhyc86o$VU?X5Lj*OIa)}I~fBOQ~yxS3*J4vt@_7Og&` z+1D^#S|#megO9+=%^hC$cR~%`@B-(tvCSjLMYc!MzTqjh%^;l5CHqO-cl%Qv5UUk_ z&PvitYxtqCQ7fpiQbaU$gzDJ(3;1k6%M|fs$97{;W2u-~a?g+p_&mT5#CiUFR?}n> z#!j4pq;4hW;QT@#=W+W+9bzI_KS5b7u(hn7Z`Eu+kPaBH`=}DB$}WILo($EwPSc#3 z_f0#@%I}E#1VY~!#O`?4lK|*0@b%Yip?-+wTXBAh%8F0}F)Ofj3P>RM5)KWRn-$i9+dPj@Y$f)Gb3zd23rpVmu>_+^ z1v>vh*cf^9P0;aMZumvszF{Jb84<=<}>2Q;`4$c?%wOkO9Pv zHAnSB%+XE-i*5=2L|SdUr!QrcfL}?E20<@MV$1Ce-k6W$P9bO~+IwOfTznTW|A!(OOQ7roFDDDEQOv;g{SHDihTlGqy=viRT#cH8R488)-GG~{6xB5~uOqwZ z0FMb?UECiAjN;*+KO>#r+6~~&du=>|zPNfL@5XJq2w@o+8MQX^dLK4}HPUku`*sIN zPY4!W0J2#F7p(vwCOTdD3Y$JcbuVb8D1$~c-KEGM^x~ShfArA#zh9Mk-U?F*d#|{_ zKKu?a3vS6!1HZ+>-UKmO{*r6U8A>p6QUZ-xdNqVUC3gIL=kjW09@KUvb@@wu zHJ$mg;zgcc(Md;9mmcpz6}Zm@w`JHF7A`K>T?=yzfcm=W__^HeO$U=8^8Btpju@7o z12wPlwj?Z+e@6N#xL5d+`htTi^n{?ZJ;LaED{^oKZ@Y#L44k6S2 zr-UvY0qWdCc;dx*2#+Bid5>PvV57cq&K_DaI!T|l8c$#FeyA|yx9kT9yZP_<$jFVq z6jzG5v?L3mAv?%dG?e^&g1~f4d;jLmpa9la+0~y;$x7HNO3Sx=gbet5ZwRkK@wA4e z7CTK7Zjbf)ayi8^Cj5M2E$p!TLdV1_58z8h`MCrWOvV8&KtH^4(5mQ5`=^kFCF7lRB!`*p-OVgz*F za07QWmns#GbINL~`=Wd{BV0d~JNgJ-M*}=D$3!hD=}(LJvBU%~&w-uO(2k1QAmuB- z$CF+%k{AGlzR%Uv;y#o?m-{`?h{5wkmo_M1D;q%)k&tDiu5ftI=2b&dBRn1zc{(?* z-%h*$P+`{R=KJ9Ni`8lbWrSn!HECyTktw%%6Q2V+g04lwEEl~@1Za2YU&SykpM=YE zc&il5PT}d)#hQGKo`%R(y;uk1U;`O$(}vzvIW}9Jd-uF9PF&0j&OhA6-uq#32(zZ# z=Ozz_=U$NKCpXZB@TPt_2Kc{XbItETnb!d6yR+q#otSWR45%Z^uGA=bom~a9RB-Am z>{mG+J6g3FMD&pWg)jDG9O|Sp_D8O1FQ)!`dJ2poi^VZvKunH%L+9qby_7H?{pJuQiF7mw(oC(6C$|7 zK#iVrUZdZY-`s4{$RR1~^`qRk(Qcyt7R@RB_#nDA{K#at^=p!mhV3mkZFCtclB(^K zFVi~3_P3ca33nlOw`FEzM79J7yeZWWIW4)3k`eipM+U&FOnPHF6c?$C;PXn)Y|!x2 z5BK~CD!m>JMa62!^ANO^?VNICrZrmyV#EJ1b4L#l%z24NfVWPZ+N@HN_V@&cJZe$t;t0isW8~?31+;^a%>B}d0JDz zyTH+zsFx<~g+olY-ym5rtcUj?^vD?luaI~E!H4j^5TE(CaFbx*Ru&69JuHU;j2n`r z+y7m=i^a;L0^N8Gh2dQBf932=qxuqekG;YFw-d4UyvMzgzUVkQxD7Jz*{z(Z;K&(D zuf!}tjrKvS>Ruv+0JTK-V(h_SkNh`fY&LsURnF6(!Z>GsA(jY55vzW(CI1|CjdGV^TR3fmwlsWO##g~I%r=CzW^6E9JjLp>_a^Bi z_fhIiXT}vis&gcuLIQJ834I^{8uv!o{!X?O9zQXnVk31Qd|-i*H+=d85r2_@cPX*b zh`54d3;yv45t>w;B0K^kM7uOG|he^Vu*lF|DZ!h}6{86KEtH{({2lmN>2^YmtesPy|wy%4ehj&u0p? z*{bAsiigBOyjC`CgI0|yr8L1XyEhDsQ_Q>vqlHTTADUD3ZMd1xfbwpjzCAMJ{FC;T z0Y(AAGt;zuoRxf+a^|$g4wAqf?KQc;%m_xwL}qW)z}OZKP(%x~H&hz?0kJHtC1_$z zrui4tje1q+GLe3mBC%#NftM<^S(>jz_Vd^dkef?{vKNLHIR9vz8Kp8F$swiH%6_IQ7IIr_Wi`iqSUhuWI1)=InrnJA~C2IGP6R~V5pM#9qK5^ zs!g>+qv^EfxwDZfLIfzLxqU{0(*e;8NdpH10sq~tsz^aOO6auEy5+CtMh=(uHeq1W z@WIzEno+HMOj7hHBedDkAav@xN7|y;r!IK6=q=zW=QMmnpQ+uTH5eO&UCH^sR$f&C zJ>mXaFVNb!w=kw=Xgc15iP)b4IqIyhTCRlG!S8NQk}2=TQ3&3hzulA?96?JMLhggV z!KKXo0c&h*OkST2XX#eMTyAhk@N~g;HFX!fXg!f22+_6R_o4$-qoDff){JiDjcxx7 z$N5aBFPw zP4(nc!<3>zWr^9y<%Sl6Gpq+CM(|h_+a;2{dB!U zm9XH$<#J~A^o%8#cdXv((brMP`os`Y4zkEVTux2q-~IxR1i)YQl+t6!zmHp zHyv}(T+WEcjiI9PL*a+NOVC!+8Gpp=;2r}2)r6Y-N+_2=n)=#dx$5%y2`K|N^>NBm zjC)*HS65R%9z=je%v?h>>ZOhd!H*8=qf;adfkD*IJFT`u7&kMK-TVBSDDUa0-%f-Y zl(_EkAl)hBQ5d$sA8Yv}Nl7(>6V3Fx?u@AbiyKK0D*GUBS{^L0Nb@*yQjw}7!%{MLoJxjKnP&Yi|$ZUWnxqIcApzx<37 zF6hZ@KOYWBNb)>2;<7WT*wYltqHp(v=4Lx6$(jBochLc#IYqVTI6XiUZbP5`{CJiY zAVjN7HQC7R6bCowXSOF>0%4=@k_i0e7H3MO3Lve!E4s`wgpYR}N`LP%o{yF5;u|A_ zZJTMcD)+&{FoGSHN!FGMrgG43FC~=K*Lxz4yj;VR%= z&}nQ%r!M?{&;d^fK^PRwk2{)CN(`$^S61&VwPLOB`1*&SPy}u_P7gk2V=FJiqZXro zm_cz{W2$p9U(b~BW`b>!S|cA{eU=$@F4#<+TMhNAuq8)Zl_RNq5SM_5|J(O!<63#c zHjj`ZyC!NgMnT))sYK4Hhj(2xcsr5Hn9T`Ws%+ne{I<;dHeM2t3cS4h?%D6(HSO?> zeu)mO*%oA#YY{8yI-{}f;=4XI$ix>NFJcZzD z)%zczqPH(rLQ`H^4`qu>9v=+wx`9nldASopfOiYM|B!L=1}RG(E>+s1pX-N{t@`0C zChEv42)F&V$|p1TZPbe!WMp4MoXnjx;sLD9tei9n`r43~FhA0HpxOKSs`Vlx_5g}Vy?A6{w_@3x!Ma=E9b>r zGI#b~%KKZoTpqvB1J!mv{-F)D9rV;A-@92N(Y7!AP%fp1OeJvWP{XG zLDs2TjSMDuMqx3I(I}TOsIFwgg*n_SUmnE;$Bq-lG^O6FSa{|3DJgF&PV|RyogD^x ze)QZjn_)z({S2YcPSQ*$o6 z-$DV3@+q~Dtv?LoWpI0gr&0CspFjFb;coUBeQ*V5q^X4d9^-?#y@lmIl$(#49rEuV zfD6&y@e8t_ukFebhTxdi9hoH1{Z;{FK*Bqs|Cgj9eA3{z&+TLm1ai6=MH zPY3S~84Z|ec81SninEHRjehQ85wUICR=#;zlgOxHlAiwZ)x&U79`g*HR_e8mHZ+H^ z8}WGp?Z;lQTUC)q6QrQciC zX6)Eo8DF%ge*CbkBj`AG7iP0kzl~pL>=TlCY2Dsdmpz-K(^XikCu}zq$cxQ}&Q$H8 zcJ~c7ReuAsikn-FRcoc1i$)E)iMk4$2^8cSJ8h$H2_Ddph+IRPLZhdExSvRyPex`O zMoO|R{Es&ba=HJS1Oxr*D8?T)b_PW40V0Q25CLGhUIDMX#%`kkOyl3< z4oe=s5XbW5`NZ5GDySr$&tx>i`@UHGm!GL(ooCl|y=L4}_E-~+o ziPo%T~H3yD7Z=@qq1H z$I9ihs%p3VCK>4`i5ef!hOBZSdwE3fv|KFOd9)^pk4;Y6t1%Do`H`|QU$^bwTJxPt zuP>sQ*(WNCtdz?%Wekz+mM@9H?T}Lcqq&--!p4Z9Td@ont0U3%?VcAD;}a8#ZUZlV zP}`p)aI-NK|SUYc+6+$*PZg5$&_tGHl$`5f{W4{g{%_ea6%kofg_JDq( zXNT49=%+lI_u&(<(1PBFYO9yvFSfgGmsV7=Lh0YU*`VaYh(^fy{Z+_)-%K3(e*GxOe3i^+iuG{d)A5wq>Z4WKtlJ!j1Fy?buWHd$kk;rdoDHhuObNb_V5J8S ze&3YK+4Kjb15Fq^_yrp4x-T9d6qKB zBS5{{w*T2kweuQAU%%@URSO4`5}jJ8PwGT0mm9{QmTM|0)yVwiwhUXXZ`Zhvaj>5So?h>QeID=9=@B3p~9pM%-Hdo zD>SaRzGcorH`YON*7x!rSN0~>(_yLab90Y|Jd{a%rZO9mG%`c)@+p^@aWHnG`J+}( zvo%jrvX@8NKZ%mpm~Fr(Ys zI*ZDPc;R?o_NQB%sZTmU$}S~}F^9r^NRaDV`2PKLzr;Q2Ud6AL!yEqgq7S|{rOX@V z7Fd3C#kz}1*3du7Y{JPxRDUahy!XXbNF^mO@ViJ;mXZf=*#tcGCy4Jt#3-tZUGXK? zBcfK!9V(7keR1KZx0MwLmC3@b!sy~3kRE|$Jj57UOn(fg_~P$K?{=fwj{v#t_9fr% zQ%oI2>e@!r+}n!Sgr>%N-v%QENFS^y1mpGcX+`~6?sGEKNVYj*PZxt%+cT7hI8@TC zl(yQri{4N@aW6_P)K>0(|BJc%ot>A>NY&&N{CqTbjxGU629)=>Cg>_w+@=ji z<_DPl&6_znIl1qxQJVOyGbijBroR>R2$6N>hI|f=X|E2B29Q!C$f^~pZT6s!tD9KJ zCP)x8HM}dGVUYJ$8>SxPV`B&fQ?nGs9eU1Wyr+6QjuG$0AnpVViEk(;^yqT9RXZ4b z;2v7x#D0O5FEu*RU?6#Rh8$N2Q|#UWfzJ|eS#nN}j^5hS-*Dvj51>>+Wo1Hn=}d}- zMtzuT+dNrSRmCL?enrM)P~Z1VFBj={`Q-rfQbo@8afY2_#=2L1&f?S4&$kxwWIV6f z7ncn#-{d1&!;mi~?;d5&-H_s~c~;v`fGqBgcR@!I_E?4Njr-q>(%V4AAL&R=2Ek4@ z5>aaAPfTPJQbbecpwlD5jWw@|Wy$BAjq5%sDnOlhd@( z0Zy@4%yB!hsdT=0s*0P@@{v)DFtqQix9f(qikE*vD#-ZRO0y8BYhP}PFv7ir^5KFi z(z838zY-H{9opp6-Tgu0n8*_)b(As3b(e>}aU?3FkWB&0n5oVzsZG1jOg|H!zZb>g z^Mid#WzS`Y&`kGxqhW&uit3ZdZwUU#4f?JW*l~PLjFMw{8zk_aE?H1TaDVxxwQZj~ ziAVC!4^M|TNHNT{v=vY(m0)u)%b;h#Y}^2U_2DY5d-$8iKJ&=Up7~OfRh;@@p_Uq6 zbo&E${j)weOHW8Se|#=Tllj|hzLSN4?KIrKi6?z3Yl*EcQ0%t|kvQTtw!rQj<|Luw zS8=q7g|#>C_JHBMq;4My2c$b>KE6|k<)weXNrEPlhvU2AUf6(wkw9L| zp8n&#qOCUq~7?t1T6s67_L9ilS9In?Rb5Q zGcCI_FnsXdq_f@Sfa8XF|M;nWQ~JFb6zCGUuzE~jX} z(Sw_cW*BY9tjB^t-IWdRzBaC}+1E7DLA4BT?qw6Fe7QHI5qry3Px!&sr*~7z^ENgH z_oKzXePk)b10aBG>Mll^EwU@s={Rzvb)jbN^dXp5ZO7vl3{H6yi6bCP2f>=o3uci- z)yyhj%FucZPuAcE0h8Lc?|v(3MsrUrAt9WKCyG1y%{{oi94*3n0LA$-ezUtDZZRNX z50)IcmczVvPVn;;NCpqilkch^VU!y2H+c$4W|$U|m*2aOBT4vUJZUch$*HSGqFzAE zQb7M{qb4tu=o~i#e2&(1%dSpNP9!Ufs1ZyUxPt&%^#>z^5YG08Z7|pYV}SS=m-!Zw z6Xfea*^Q~u(Z>sIH~r(Mrl$6&7uJ0D2^JLsAlKgKW$RFuO3|(P!k~3!@ixBBdhjMX zflQHAZb};B5yiJn(pN|NLFOeIBX1M=TczJbK^bGPD`!wxQ-de`_g5_MJM0@llJ4&% zoQQo_AEe`%d-yn)6?_;xTU>=hJ2C@aP@&ag0N)6=Iw&+@7jd==>zL!GK@S^#`D6U( zt(Pvu=Emq#aVNFGFm}}Z^n9c`P_#aqaq;Nrs10u(Iy@lKJ^m}Jz-Sn8-zEC``WiL~ z0a=kDzO^LM{KLM+JptMkjEhw5M$MXE$mPtm?j16ixA9GPV7AfKjnCIA7KqBcYb7|Y z4j$XO{mNRDRuC?2ZKUj5mYDJdXyM{Ble)AV3;X=Es3{UIJCTLU46JeQ8yj(+c&A2U z3V(#(N@eJRH^I>(((Qf~8-tLr@F?3IpS^|u{2}{gPz>Px`(cU%Fw34m{OcK=fB!uS z4wWJ{H@Z7Ysu6utmmg9&)R4f&Ra$cgZg}i}zp~?Q+WQm9Sa>r^N=~6-E$lZHu<)+GeCEQbhV<-YtGuQr(ko5lb2(crxNoB&EKI;2puIZw;B7(a z%R)9dv;Uv}qm~J|pfzaP%~0zgtmwC2dwF|z?|4&LE`yaDxH+2!1qJC%R$%@31s^`l zA{N`3-U13IwV8!e&@G&1or>3wF?HU>>u?!}%jtrtbX6{b zEuoFR2PBe~gy6zJNTh+rEBy2Iam^}0(Aj|1-2~dJQDwT7NsiWA=ST0}y#sS&$&;D; z{-{E;zz_hhoAn=O(DN|x3V>&DYfFxFfFD3)yx4n-k#v5uq*Gh0d0;D;qFs1UY74a9 zPBUQA4eM8k07kyR%`G8hKg)OI=f7ZT1-MC% zK8G624-;f5zI=t|o9KWBq8_^Rz#izt>Jst>Opeds1Eljrlq2?#+1)FS=ge zjc;Uz^Blp*$BSj+5A)zOKNPQPD!108Gh+9x8Ghf|i56P(@wG2;R3j(8(+>=}DsF8t zYX>Y4n@tyO;`tJIX}fkW*u!|l&=TzfV~wv3S3&*I2N}O*Icoe!{&W*gv5B+_5{>iL zr+*j1@D9}4^}cd8LLl6qb109--zK$neGI&6dG^uD)P1VuQ+@ror<9|kqkCQ*%(0z* zs4Tddir9q8rZaU4)1MR-C*>R81~U;h-+(M^^}R4#0K}vy@$==28XFM+B#~@(LIh)^i&Sdx{RCq^OArpyW zti%1r;SS#W9pLyJ{1W0Got_qj!n9Sn3D+W2mgPHPV*y&}G%yPee^3VKI8gH%B39d- z;uE5JuqOp9(*EBI7W5ciK!XwxIQmpazFGZ>9R1(*b^CZsn)V$;+`!;xk)p}KA@RlZ z!}&qmt6|8<}4=HD%)5U zDsmnS^HY%A_i-R%eJz84gwslv^gc_#K87oNiX0Bo_hX-blKNKcnzwKd9qAvi?6w|i zExfGYf=Goo$gPB}9e_&tph#<-CCD-zMx15=zJ3ms$;yWZxL-wuh5O!xw<9hGsXud` z4)kBPS71Bc?r|LHg=bnab}171cL#_3X#eGTS%LS*7vy%NVAEV+Q2gP;tI+2%2!oh{ z5&~(bvD=kZwx|M{5f2qQlvU~FYE=+7ip`&kp&el-0j`jm+jNU}v87KJkaN3v9|On$ zMNK$i3c5|_0HfE4&R_U=yFM#0pjpCWFM<9$NeQl}dJyoJ6RP@j-M9+n5;G=1ZW2Er z$~Qc<#~~UQ1R~$-7)iDYPp)+C#O`2HY445H%YL^{XDrLVCylIDUUn;#)Mu75=fAN# z{B(8lJ<v<_74+%D3=wJ>ecp=dZu8WqZ zvD~4SX!COb7p{zOpG#A4;N|%b{2$uB`yI=;jk_|k_evV}-h}MESJ|7a%-bj}(;M?CecuN;0w~goKp$ynCMKc#roFcz^0Aj$GIEJ-_GqIX|Na-~NtI8%StQJZ<@& z(@I(eG9UUn3cJIj*$_TI?=;e-=)Z0uiLl8Pcr-C?BN1G16A|qD?3oYE2kjiZ9{&7h zEDt4(IypvK>^%c=c?|Q=uQ(ydUvBtfMsh*8IyZO`Hlhj8dK}%dQ5~jzcR(>tIyg-6 z`Y!gJqO6iob_(p+@7;fz<`@R63#+O$D_^j!DdH_#!U|vG_Q1^=G7}k}9k313nuD%0 zo3RrbJ`3D;hr{fLGe8Qo5nSVV-5J>h`z9yBISY9_>$fO@sRt4F;F2J9U9BeeF3kwp zU?PR>9rUgjZVU^#xr;an&jx2m61f&}+{ahJw8M6RFej}|Gg!*^;3J9Pt9!+ib7Y{h zQ@%G3yx!Ae_=JY&;Cd+phPnN0c5D%w-U$*$hbwVpw5fjvqKa zG?tgE=BQWyrwC3YD$I3Rr`{Tdz%6O~$77Oe%gviP{BO_a-u>0xcth0`{+TPGXVjuz zq`Dhh9y+CDk#_{9c+cXhI?mbF^k_)yudVh;z7eERyo_1gfpiTa{SA3MVfwu!#oIM5 zjAO}%{znGFzsTe0pIK4`RLsKdG36_((2uRtnGXRGLhUsa63he6A>CIyDpG9Yx|w9L~KZWNSQ-7;B~B} zdnxcZS)>8(s?JtMvLBrdXj|PXW(%{keH)zHlPR%O6RY04H3Jn7r(WZkpKG&PJjhTS z8Hxt}DfOqyN3+`sUGr-(p|POk(_eeS+vV(0u)&{0oBQ+bPKgn00P zV&ha)qW*~kn1OBRC{a)+Af>!)Ve)hG>Mo78KaA2)#o^Ks1#($E;ocR)KO32@3%?QJk_^b}k53K+e-v4>D&Q4s zWaBh<(*xdI>%Oky_=Ux?_X;N(H`N@>Vr3mLJDmUgFsy>I=oEW5fs)kor3>B4mczDo zPa6JLNIsAxIy^)`Bit9%*L*?qAr+fX4WM&+j}vID*`pbEz%ohUUWHh?j|q6-KbrUu z>z~#cc~yr+=p{eD0;Z5v=P`jhL-w1oaZs%OSQlf=^H8H0ETu4e>jFMbq9ZHY@ZH;T zVGQ>aFjDa*hU|tCha_4PYhN?uuu+`}oPTL%0TxsndeD-zhy@(3DND#a<-$hYz&gXn zRxvh}X7CqXyM#uz^Yy?xD7`yyL8^vNa31VknAJAJ!UT2yVxbjg4G!><*<0jbtXI6x zx2%R%E&T~HMGehG%FV;Sc%4H(y*Z)NQ2!Y-*-*%d?(*GR>cNSuX;4f0g5(tHM=7~X zPWPW*-c+=1$rdmGN z0^2j6?V_|(x&-kPgCR~1G>|yRS$4P=^1 zE}!S;K^Zz^&e-+@I`9Sx$A51`A!)Qa8U8HKF`B+X^n2Lo5DTL2eM{pGr||1rr2l;z zb?$EWZ;UZq1aZasR;^JLUDpUGxJ1DqRHp8S2Y|7tEJiSenmn}&^dC3=(ddmnMjkTC zhSXvpH0crTBHIdC)_uDpB;c=^>rSjzcU$!;f=d-8#M^ zcr|$t&pVKHOQamxDHpWP{p)dUahW?BH@_m~y}%kD3&dB~j1J@%tM9jM#Ag~pZF;ZN zS~?Hu4`y_zW-evFVD(xE#NK?|1J@P%1Ggy&6|y0t;NQ-?ZduG$iFbQ2_b~b+O~7L) zFRzO%=#f3+EBf?saU7#oURx3p-sQ+mAQ1Q)y2lb!(#>G`%#o8`Ff?yEnQEP2wZegQ*h{L}2sGrbz-bp+ za|Hqe1J&Ku)>cdNuI<&o>b5p50+L)NO?PA3PUamqgezRmT0zqm=%@HxjS1$iXq~M3 z1QPiSWM{;(g@B#sGdfJbg1MsqOx{Hkqk=k)>9M?-`+U5WV_I6)aggz&58Q1F5Jlc5 zQJE5xeO<^(ijx-(;{_$3?O(^@imdxjhA-ZZ`mDkm%0RuLQ2bwR@19xSjVAe;`MV)h zP2_M~bpN1f!L%lk^aZQp-9P_*L&Bb0iQg`%ePn-G+sLW??-k9My8K1&0q*{{ot=qW zS_My^KIJm1k4y+(M^c`;8{@SffOO!^hRT0?&a7Thzte;Km+K?M><(gHjyZ^?C_*?G z)nbfZ{XdvlRwFHK-A#|p{m@pDOJ0Li&w)e_ZtJuM1c87S#tSf;}Hb=CUN(hIGMWjXvvI&n>C(fbjwHEGys z)gsmBY7-lR$Tlg4vusmVKny==xV#zo#U_66N2{29J7qAb@gy4OMKendU|c_--3F$D zf#AYqrgw1%1D3T+l7m)PLb758@|8wn{7XqIBKDrrsPu;5=QeNh=`azD-kSiy`d0RO zB;ZZV&$oc*jK)jp%oNW}RRz4oXZzwFL4sknaA;;oKqa?vOwQu7>JNdBqgnXx$60#J( zfww*SS3;dEvlPh$F~6dmWhZZ%83KxyO@L1CF^t>hJ zT@9-E7cn>*uE`dv02$)RqtepIsQuz#CY!n#`||ns@87TSMm`1DLmQM+nH%#(>7!kZY$lX^MU)`@>O(VKkZ{T5pH!q;=p_*kBQ z1Q}Tec7D9Ut2TrtqkEN^3g4QKIC0S&KO24r^t(-z`9JUC6TFKGq(#1r!T6!d^WIm$ z%Bw#UDYJpCXO@J2MwP9NJUg~iz&pLPQ+mvWD+EA(`-Sh)YXQrmjcs5fxL{s!xvym# ze;hi_3kS~Vr83^K_V5ER3AgB+-oGAZ9|fSdTX8x@!!c;-#58$Bajhdcwb2|N`Q~wK zmKbg`t`OU`T>iVWQ(S%BJk$^{7zFk=5pt;pJ;iU%DObYzmC26X7z!*VExAexfiI;3 zY?Ws1!*%OoVNp@g!tCUj!q!0KTl$pd5#BBJoCx{V0d*pMvOlj(_Oi9)x)1mq)_)9g zY%%p*$K!awXVvK>4_lBu!}$P&^0iz8){osZXvs08BA3;4x34;pdn@}9oo@l)mtkhh zGEnXO`QC8bvpX$E?)Ny_B)`e8#p`7G-8@xaml^Loi>C1z%EE}d!)G1%9sAM#n9$Ph z&d%2vmGend7ot^2t#eYaMqJLQ5Jznj4{IU&Y^m{ZLB)kNk{~_~{?LlnI|LEZRHI3w zKJ$phZ58XX^<=Pn6-Runm$a$|@WSH+^nz~}!!R~S(?c$iBBZPo_eGspL>h9QoymV! zUP+!1>Bq5_!Sx_T%6zEwo01(>_0x`>B=IJ`a8R?Em`}76o*b2t1S0%%H`!NG;s2e2 zL+;Tl#8wwihrr4vqmC~&_iiHghGKfLzBYR3bU@%jx{zNL=^h8~LgI8?u;E9Kz4KQsM1?x3|k@jDH%7O!D9+uB$w%14drGVeg zW^Xu}ZV*Atii*YSWMZ_A$jre~7A8xLbUwy|sMKyFye0toa)Ng!J6BaMqYYnqz#|oQ_bozAmUYpJx&=02Xrxr8b7Zpvvmh_o$i0pcR z3_4#gvh*sHk0wX9Ixm$b7UjwcDEd8P3GQlDU;mgItE#F7psjUNVlRCQ#gQIQSN=~W zXUWRbN67T*{7ipX24ttdAOEb$?=}aDPs`W_yd333b^=|_Kvr}7IYFh(37=XySKSvT zvYN$GqDE%H6Q~QNB^ebwj3dyQAydIxuJ@ZGN5c?yE#0}*9-9(9v;>L zNhy`}rgb7Q55@!57IoAA2^2=HS)_CG(;)S@p2cT!NU%4gv z^d-H!12R?R4Wzm#I zj)E~kf^m_sFDjAx_U_)Et$Ib@Ek8wrz`fD;YLGY6d&hLSl_%ZuRc2HM!q;!{LlLTO zgtC9bCm&5Q7*|}$zzA7z>7>(B?PM3p4I6c~kM~AKCyL$ZUrN`^^N+7`jaO<|n4a#D z--3D5T4eHO`T-3=?Ix7+D|dL0?xUhL z0x}HOL9RTHSn|P83S^Yt!k0BS#`m@wgsOYnSOXqk;wX=>hzF&NW$6B#58JA!-D{8T z%BH6z?!4~x{+^IfU6K#aKa@dWI)(>V+Lob^!JAv77Uw4tIjzVwYG z4Hmk(UB1odcLnI(-j}9#!n`$gQe7N4{3*{T=h4p=PO4`DD(fuoDpF?;fkw6*{})Ak zF>U^A&TlyhVENkHEhxvHijMCU&v$t?4bb`C*YKz|TJFO2J@JOE!c8Sxw}zZu50#9^ zS?hCT+ZZD17oJuLp4D8zM5LZU$w!R8LNo_O5TW~CLo zPs7fb*mpsJ{IvU};w8=9apUY;m5c{>y-d-j*C?{wLSfefXF!MBD$&W8JVaFSM$OyW z;#YmAKi}kq{s$aOvTPQy&6zZy86*obTZ|iq=tW*j!9*j<=kV!$q&DFh6jafxWB5oS zM~?~338!!u$$dY#Sy5;3*=?K3Kz0QMJSf>dpCDU(LXifPT+ngv3N9~OQ>1vziHeH; z;ih|g3UU&1lR99Z4~6UzSZT|n(z=%3az(VUCOK`6k_S`pJTAV#9)0$Z=mRd{c&1PS zWe-`J@ov|IxX&TOB8LBsgdPtRpM9gQY~I-|*v8UA?n>hrP=@Twy{GIIK~tJ>@aCWb zMw_0m!4tK0T-NGRsjrLRz6{HRNO51#h*nT#%x6?{4n$gJf3>3O_w2$M7r?CZVpzPk z$g*p8fqua4AJ^UaeoW=iDSkBv$g|zXuLdDHisfE$*F`?G+ zp9oh{$X`ScLh3~r>oqfM&Cu(zy%rPyz`L2;Q-O(cgnl}8Wnvwo75Gs~TQux+iSn+v zvie6ZrJ&jZvES~O*0h`bB%8u1{eSs7 z#00yrWat{1(1L|~ka^pq0Ro@vG$}=}Eg8E|LRuP;rN2hQnln+$5+-(z(eJN%0svRa zSuiR7>Xanb8AyiJDPsvzG7rhJ)?ND;jDziar2zE6P?P)gM#*AzeY*uXbU*&;1W|0M zAG$A1_TVg7vAUKQcLyfzj=RRPUE`hKr_1--q=CL?5^8;50pCTNQ7`t_YcVU^G6LNTmodsXyGjhJE zdkkeWVFgh8$lr7Nm^fzz5WF6`-$B>)T9v(-F}|pC7C6j_uMA9N=rGfN{Ti%}VYce@ z!wOjYyKmB+cs=Lq#!AYgB%jd20=y`yLFv)%PNZKDK6zvovGvL)0%5lQoUnfnew8>@ z$L`wayB_VDDM$-F@CwXmbu`P6qRw~1rh7y@By!_WiN8IXH+%I{ot^j>6I$k7Qg&1` zlz}%g#yj`Mc=NGwdJ!$@O9MSzeye5LI!(C3@pS(&8_J~h^(jm8wf)r!%a`=I5p;7O5d_CXUK^}6Do=pjqMk!cZYEcma-7)wG_dsyeQ)Xe zFCkn*ei?B2rX4640yXNz_Rm7?l(gryG!_Qk^mRs5x<6eDMx)j-FO9aNNSTdX{fqh~Q)9&Un8$EUsF zK;*^8@fyD%4y1$Ssb{&~8}~awb4x8x92Xzv*UJHE^Co&A0n8Y_#Ue>eiSS|OvmDO% zQQ$Fm9kVGsjo)%?B7TF;xsNRm9d7Vh(%qf~o2KP2d`-ecd1L(fcRSPTLb%M@49v~B znQ4_K!f(egb|G2xmj1DENwx~(Z;MCgJ0)P;f}D^MHlr^PUB^GcF?iiwwjikdUC~sh}Rqj1`FPp3Y$=`l~&h zS7tPt@GwGN{L%=TwnBTt^ zi>%0Rt?&n=!u*GoBk~xeJxL*^x7PEnY0#}|^E9LN_(zjOW(h2Q_;BwZVQ2>RlC;B# z08M-~l$}PctvzM$;E=DK((DnM&p^Mb4gN^CcXwC_$@y*rDX6roGX8(;96p^y1?@!% z&*)@4599UkvL!4-h|h*E7hoEp`u7thnz^=O!@2PLt+fBcBl>@6L3t%5cGcwtVonv{ zsxbwcCXV<0pQ4ldVIc^XskEj(tu$;Zd|-tgG9o^~a`4e}6H`-D_(EgZl0S5NYwhN& zUJfiax7$AP^S?N|9`M%8XEw$RI6GQIa#+EUp?B$`BN<7wsV6P)c-e9u#Tsea&pJGk z=VWuJU?!{i(61+^Djst$=WFxrdb?g{-9! zKD^~K{!3VUnM2g)R|p(kd5>0Z3wH44mx_rG5s(|utp!F91M<`cz+WfCF;|1YkkKvGz?zM@Qh^z3?_TJ{NrMYf3-qfFMlx{D-HMhrX`v&)rX? zRTD6tB_}7tkz>7skr$H-fkeK)pfYDz1B#AvKhdQa40NR)oP|>k);Wdt(s$pT@07!$ zJc3FG!9!aEL{bH-RE%!aTG{+Y2T%}U4NhBWZ-cx>%gVy?vE@m5vw8!xO*m_S;H%f7 zLUW4%WQeq6&5kHF>b~aJrWNJnFMz`ap}pgCVQPx1yAXQTexx8hoS&bM*nR+6n|IqL5S%Cn&*Q=e1iJhDkY^F;b;@mg?1}!DwNO=@Jb=OO z+=J44FB8M3PSk4$W{h_fYhCh0^ufYXsYd4QTzbcT3Car&P72gP$FN>r#}OV0fom`3k^xo_O*tBe>W*gJs@_xir9cXwT<$qhjGMz4*G2{FpC z7f#ZObtI(&CNx;)N+B=}LtVr1ft0L@G!h&L)+!=kY#cHHnwZ@<2kZ+I4c&|Pb>wDA zC_1OHA8sOs4(3!Tqy97P4_f=`bWyRBg1PZ~6!*x~RSZNH#R7MPV zUEhA|Bu3mVp=V2?UWY3eTjli+P??31Wjs_xIo_@fKqGjAth0V=n_-KLuIT+^)j{uP zShvViRR)gv_P1*rjbyCsm(y=zKDFY`?NZg%P5qUWZwoF%ygp?xt%T0K>{&thk&Na_ z=4RlV4Z)yPIKR;0|LiLxKe9dB(E=J8o} zqo1043;Jl^q>+B7XKeh<(K}NPujSNjYl7Cb5=E+bpw$k+NDA-EcRtN=O=UscE^tgZUU)A$BGx2!DM9n661c&VVwImB@aIh6;)kkb14ncsV`ya9OkWPfQX zlhLmCiuyv8x#VdSFm8J8JfLbLzOwCjcLXRAkYdJy?cD}7Zt&R2Q-JX>zmJyLT@Nis zWOF#ByIbZ=L4+O?#JY0}D+kBf(QtHv!PtB#Zwm4Y>*>XqkY5`xrzc6&OtiEDt--cD z@E2c9*xi5dEycQ9tKV54ua{&JvYr^2&L5#Bj4@~Tr@<_74&vfk9%_-)y zy94I~y=dO0D8*fq{Gy*vHhS#~$=-+c84|E2iJJWC;FOVk1uDVjAH$d&4fl&vw=*3k z;*hLH^fH0cmbHS#mM83XhEXqqx5*nyMvNX~q@(dvj`gjcsQW;5T=PAC!}#M6V$jC`k_b}ZfwbWMWboWS|PLy%?5%VT)7d;gFbA=eFO+yY>PVa?^#t~@w%F_s*S&@+E!LoE&E3iBmbZPF(3G(57wg3ke>03C-ZnrB; zEF!;UJs}*>vR#Sw^lX~1g4ia5FHvAIQQQSdr)Q4gmTeanqym6b!Y0HU6V#yfoCOVsy%;aG?UopDRJ*D-w zbOoqb?ufDK)#|}y0w@f6nizd_RX_kvcTkV{DA$*-9V~U8^+*4MimKAY9c_ksWe#2& zZ?H<%aob5ahz!c(B)&EI$XEXRwiQmHWdVadRcItCO2Xf6{*|2V8DNoC zw%Ea@4v!zdR`!kPS=m}cq%OfR_9kY^%K9n+Hv5IqkGQe917INoPkdniRnfYD(~V$E z_Ym%JRS4*8JaKd%D{dorRMpmILa@C-ZzW~!3Xa@N+m^|0;hjLO#Z!GrQCaE_L{b}0Fy@Vm7?;t1K+hL83l`mSF4p-9z(pW z5NnupA+Qzhv&6Y04o0e5)%>nfC9)YxOJC)XT5>Jqf0W0VPdE48SLnPTrf>*>V?;+I zQI~a(@U4=moX4{|t<6Ex8=MX=-$Hn!#c4f-;e%I2MPc0DAhI@_YZQoTUR;2uX|Y6o zJ0iA>v8^*nzd7LIhoX;oJRVqzn676FI#QHK0se;P9Cf#FdY)FcbNi*4_Oq6k*B*al z!KTIxx2ozI{`G}~EdU9Tt~}MCc;Y>}j;b~qxIg*vXw5>WIpgx7wP1cgp+>gOf`98i z*(LtA76rFig^TiKkzRp{5LspFrlNyY~0nOI&X;5Akpc>DW+#l=HWq^Q8rXs}G zbr@>>NiR-5yRrq%uT1w+mR45kJzggA2W}-UCo%cf)t~eoq;BhYWX`h;f*L%4c9Ep!BOwARJ`btzXQIA(ZWRr0xCp))roh* z!;lBvhC*?Xius`j6Ae=l41>i8wWbl0qjqFO>!=ooDD-(P=j~>w8!YTR91>C#L z>_v(e$weqTbh#AbX%~VoTX&H6nrC8sdau0avFN4Y-| zg2X1^T)`#R6aZwh#aktyGRv=3OXn+UX!r?t2FQb;MVd>bm4zny5mnV512J0T3>=qP z^7y0Mq=f^c@y`$M(XjP@#(R!TxoVPX6qNB z7 z5g4*q<}tQOk+2-OOZd>-uzj;P-@wk^XowX>_3|@GN89tujz^T;g-*UnS>mQNK?1HR zg?MPBHNS#WDlQJ_8G@9{^P>1+DDYPRl9uxID*EFYAGL{kvikg}X zzI=V%1q6rk7CuOBZJOF~^`79Pq?E~@mflCr+nv`|kb+wY?m3ONw|Nhyz=!kc^U&MZ zWA8NUWF3E-)65jazhnL-*tuV;tq^WZyUmZvV5c+OgbVt`x|vjP`<&w96Dj$e)uw=# zBjJw|LQ%N{zTYgJ=_kZD)LZcM8Bh0i!u6$C?OWwzD2DJwLXZpyFA2<)ZvU$W`#TpL z0*Su6n!HvPC5&{m5wmNUg*ZUC@e_N&fWb-o3A*}13~E>SE)Gply^;efZ8TY1Mh3MG zW#wS|ZaoKuAO~ghGjnvWc3#aG4%R?@J;Kg9p4*ZE6%K^ANmsGw_ZTVUoXO0a8e|4- zW3?MXuMOXrYH(Xs5W5*+$e-iw`77Ll#TWGU z6o3XBrH5_30)o&?Um`)+=7;a#i1qpQvdz;A^^o4r>X3dK^d%0RwIS+yhg>w3{Qy5J z>=$t9uxdL8Qyj^)&!*TWG?<3#KaUR55q=vINvh?S!z+AS#FpF9#@D_5koj4#of$o5 zhX%wBLN~+RkOG-?(s7LMe+Cw)&Sm?QnYXm1&#dU|YAVK+!KB6vZrDb5S zmCDt;-XMm51lPk<^vO@VcH$7V-^h{0CiGtHJ5^=6&5Z)RlugesB_dRsdk^7xe|#KO zDpgdvB%M0!%!Ue%{B(b+NnKi%XesilgMw&5q7!&BiS}q*wVXf}*%i!HU##(eU&7F& z3y~ajU)Q-2!?7(TE(UCt3Skai_0lH4v)Xf4x}$!2!Dz}H5~_ObgfQgY#Ykxw@R#i! z%j>>dQ@x#e;%C!Fb(=TRLDf5HVDW~FSf=pnbTjI3aZ{b3*cle(8<-+}i@4E`Sf&t{ zI58X*EwHAfl0eN&p6lhdr@t*6vn11b-xBlYHmA5!pFzbitR@}{) zA^doIWC#?4$A(QBw0;9`#)){P^hYRzk~(?GBuIWOY$$ortqEEk0LU@@y^|ibkjz5g zYiJSC%MZ9QhA$)+W3T)$UCi&4NIpy0Ex)7VcB2sKs_1$W5za@Q9b{t*Z7*fu^Ue03 zK>kFvZm=t|c+sT~_QEovhohcWd?zWdkcqGkqnHZ513tHpvIBvN@5l;1wY{xyj1WtS zVIgf6V8X`dKSS-}?7Xg-H&y?HWy@5I^&t^H+|T*v-1yM9cbysoYcj#%D^so!xNhHuK){zNdJ< zIF0f}4p*6!f-_Y2kSwdJAAoaL@ApLPn%W?hD8?m%@4blle4mD3fO!lUswwUvjJu}c z{q3=VKYz$V2E1M938)_r^^~|ZIpY>XaVtemdjEt%1a?2imf(!MfwX(f7r6Qmxjx6^ zE6*Yg74d4V@*ksnEUqWw$KE$PKGDiLppjU41Er=mUjj5t#eb3g z3|=DlvS{p;GDPomGhofz695-A#8^!E?&z`NO!4{(04ITt?KYt+a2|H(b`j1ku8G{8 z7{ojn>pxL-J&$oW(C>WQBzS1puE}#dc}SD7h*9R17xL`mhy-NnRXMUJeS@Sr)%X^p z86I{O{4qzwRB)EOQxYSF-W#K$VNO=oAA46i+b34D>|ZoEkm370JpilEc5IG%IV^Wd zz1MF!t-Zm&eFtZAk`-+Ho;HSti=AjFe1E`%F+Gw7m#0opy<^I0xU@#iFFvq@`rrfi zdQR;tD_x3)qG}XMa9e8n!M8FO9cuE!6s~V{YrgHXcX}qDQ(^AlyuY?ejfh_vJ~NHI zGME!-d&Q6L`;Cds+6bH_DiMv|!0?s@abu0Z<1fFW7~LbXVCJilZ`%%u51iYAR>Y{# zNwN8M`ioz5+22!Nq-g3pxwsIdOV5A!pl512cB@B=mWKgoKKB8Nz3cWfjM;wBa00SQ zcId=Jzps9!SI-c@zFfCZ2XpCJR7&0OvHN&i3mxT#mj-;;f?BDG_$nNpltx77(MK6u ziV-hTkXR9#j3qy(Qr?u69onuC)VO=N#!zoCzq1*kaAn1-8d9g_fS%+Jy~|yG2|UT}OyXt@A<) z-?QYpk{Gtcr*R}pJcFz!)OeExU+@cBDGU#SotmuQP@~2Yg9%w1324gr+eYl`nm5g$-NvBK9J%*M5rjsu#)etrO1z%ECNTb&R6p(CH@IVPDPUm?96q~uP zs#8BvOH}|vsb@8b5!>)co$+@8;qt+)rJN+ zJ3ulX^eAIbB(L6EA8a&^J~oj>mNAk*5KL;T@*w{_ULA80W4Gnlpc_~G!fR(dL1Eoz zK=4>x;;phoer-)crP8;s6I$29U_BqtXn(Ca2CJkVWZFy`tQ2u{NhD2n?{6;&P{8E! zA=bo-NH@H_Q4!05x-FYCuj|o1q+zL>-P8Pk9@R9egBSul#{jwTkmVDHq1zRk2^>Cn zR;QjT6Mp@qy0-hvqE|bbo0~rmoGR>ozn=oo`~h7H;U_nxxu_!@aNz5W>Da*0?++ss z?vJ7ZJ4e~|+4HYNj!VCG@8wjiIlhA;uJ#2#7yl-!6;O=gB>(obc?jgy*Qaoof@|t} zK}I}p<>5G~B)R){=Jz3g8R#&<4)Kp{;xfbMQX`pv zgqUBkBUy+jt% zluC4=+Euq89A_?~Ij!F=jnBcnk=3-8T!4dGzWd>|$@?8f0+|t!S0Bxb-OwUd4i^Ov z)P#0^kx;tN9hMkHBi2XO9u?|UPO;;>cBo$AJ2hjxWuhSIvu=NqPC%`b%fmV9Sem3B z^+l62Z6DeBia;awRYza{;V*}Nu|Id0hVnrK`Jn~P-294v*Y_)1vmhZbHCk)*BjOQn03w@@0*M}75K06o3^jLKX!-VxwqME74v6mY;pHA-p)8#IB^J3w-@_Ym$fbN z8^H?13s{bjZpbGtYIxD*kxd2@(WdMqm^_1Rdev{tT7uDgdD8gr-6b6k;HH;S@ULF@We-PbzB#=P$Q7~G@XlMM_1te6=H1Du;@bK! zW%>@k0yF2Of%8{%Rd295Jh)ElWIq5m9bX`twQm>>K?)N2H8sfwEF{HfNMSEv!W3|{ z5!bR^&}XlI}-)vM)_33QG}C1CTFG$1Ea4~uqh*!~RiR~6Vhr^m|Uk4%3; zLSO_PaGq(o0TQMSppb{5i<6VH;zqr&170pe>l?LBqkX58$RN`KmQo{suQpy4AgmvjU-m(?;tSb`JQJ^k$qg3H3!zcXj;M_xVMF3I)F z#i0>#@69wjx+X9o@7pTkgVZ8gn2YISZgx38U-vP!>Rb6@*3L9jqjy9n`UhrttE3b zUTH(Na$Gu}711?6*&c^|F=8|q%%TIX`Y2@`&b&x!UM#k2dX-4wTbx~y(nN`iFhM+) zAH;s!amp1LZ`1?WVb<{g~B7j5ET z=Ppyu4GRt0(|hgmnwyMZmOPHvwdr(PXILX5+wVH7rnakA<|Tfn14uCC=-IJGj(pbUI(wE%Eq~188^!X(d_1IB^-n}oh{S~v!96H z706Q~q&r<{{#r z-7GU+-3s~VG`uYKsPj9@# zT*4=;Yrgez%zeyOxYTln)8Q2AO1L5pO2!9!O+XK&rIno(m{G(Qm!s_rZRyrm70{I5 zk_<30-oJc(08ijqy~)+@kK3cK|d`# zijFodSR>yO5}N`b3f$O2pTfqWw4W#hhKX;?aB|i|PN(dgxP6#Ypz2tYF@&+QiqGbGPU3a<} z>gP^FsU-Y_)m>hEkEJ2-0P|9NGM@zTC&FLvu4=<1a_f(9{Ck`m2|KWtM*Wya&wqam z#ZZ|L@g#^4To@le&{B%%p}9?d{l#wpqyF^@cuwMK;BJJItdK%GP#SSe=7bqN*!tUY|OQla~N z{_$)Y{N)VYfM&fr+sH)mH(tQXda|Ic4HX@w*_HwfsMuSg6z_7+5i1;7*!(z>nfs))Q6)kT2nu6F4t-XajTabF9229<@rR|W< zBzW&0lL5LIladp3(y4(f=2-kH*lCtWnu|s?FCDR4IkZAh-gMX5@8I!i85&|QeaH*| z?h4b?I_G$0_%v-*@fT@ zx$fC-9?oEr9^AnF)!#Z>-+*3ORJ2s{NKwi7)hl>mj)s6)P$y%^eEr#M!4YO1Gyvfy zq)T&AMm-0C!77G8@Ing5e=O;Q<5PsMyo@CzBs6g8?|n||`lZVJ9S~yHE{N3wf|Cum zESus0_(ejjVTM>pcoiPIMch6RSH3b&qY~UQ4^hkzR+&R!h7835A;gkM7Hz}-y3rRX zthab90)M?esE1#tRv7t@wzA(^Fb;7YyP51$%&sK{bdRxPI8NP*Zk7ibo7L>Yfg6lT z1gLMIYQ=N#?Kb&?9u&y8$no_59x`@+}^-chW?g4$ooNW;Twv_BVpiziQ zIRvw!BcaI{a&q##SFo3wEm)7G;s8d;jwLB2l_XaktQ}iUuWp(aLyB9yD<8&l2RNNZ z(n$_fRkja?p(jm#Qz-_y?41LF@>jiz;SXuM_WND{F&q{)PR^fCKL9HPmFab3Z4I1z zV3mn_uYKSxZn@Cq;Xf6=lad8M)MkwPn zjv-bYh+K+zSlkXLD4gnu%j^bs2c*qzK~42bJv572BCW2w(s!AKg{XATLxtX+cDb zFSPMU#vNwYJOf}r#BlHxM;pnjh*9C8vD(7u^1|@o4Tf@>XB>RS5`(H;cJp6hH1<2(9z@*pEpP(Hh8H-WHGBW~3WUeyPu}2X7j#QPdl>GCuSY;d za%hB8Qx-GfIF@6!9a!@W0#~v!8|)~m&V||l z!KpXKLO^6P^bzl(?f_W-Ih!?agZz_q!i?Hl*|h9k;JH~*Ky;PFS#2yChCCkh7OwM> z?rzsBsOLp^l&mS%ox9fG!Az(%3ACYEm7r2oAbci|4-AAzRPKZiDr453)%jHLcMZ=S zVT4rc&4zGj65dqycsc?4{6t4yCukHi#{WKKft5{JK7A081>mh9&C*VIdfc5$SQM`- zeS#hCdMvAJfs%!X!%~4zTo|&ntjvl+EH5KFXNa6PlA%Y+SX$v-r;rs9K^u803}KMOSeWjGc(gGH3ow8dJ}C)AKX4G z*xlP|6NkVuQ2ojBeZ_Lx*{;-I#NZTNH=O@-@$QdjgTiL=?D7{vc%FRn_JqL@`79q1IQKG

mke@^dk=w-QEPgjmU`;_-hZ7 z3mctKf*l{B(!6V`^|oKaKWHjg^yAP=Y5x}(>{(-Xq^u%Fm6L!ppS~o53b8Z$V>PvGm-v>G_BcLp<2m>Y3y_9^&&gTeyB1IuM9QL{fp;5eA`UP{b&_gy zRMo{ElEJ!Pt=8`KI(mD$TrDZ1WUV7REu$3HO9HbTBol#zfF$w1S{QXXvy~rfhdXRJ zN1`x}fKpDu!+5>a;Z!ll@coCz8uSXA4Sq`u z|Ji9}CgzY!qro3yguzS6>Tn6rD4`MKAD^B1jO}>j@%b&@G-6s~kah3Fj*O6bk60f z8F)B~HAR?%MJ699BP|EQ1rFa2B`;yxw;PSL+U?h=o0dc=a{&?{eb6G|P~qY3cIu7% zE-k`ZM?H)Me##}f#MP#CokZCo#iTBt4MKmW^Wmp9R$`GI)MSvqWComGjKuju? zY+3R_J&cojUL^6Moa*ml-4F>KgDvYxJo={i<5n+VsIt_5jS{XXObTt|n{$%{Mz0*| zo4~u{9G#CwKtj;s>@}Gtcj>U%>2%boRw3o<*?4)s$M?A|YNP%u>eZ>33&;m|vyf;M z^yxn#bvP%;4TfpnqD_4|7!^iQ^gw;kXVYHpK8H~mqKmiv_MvDMRSnwj? z>oK#5E#Mz*d^iMssA*(ONU&iNN}o7f@|uE0TuiRd>WDs47U%|dnC#_L)LwpGA9&Yq zhCa~igf0xfU=-XgX=Gc%%=o)ACgoD&ml^pzbVFgoLC_DHK?&mS+mF7Uzmte_cG`WE zjI``h!;rpc+r@xE2*?lRBuqi>c9P(ZnNjp0KDWu!33`iNo5Ydm?^N4zoWh$+62goW zIN%R^moDXs9L%^5H153!5(?whptVhp{UJAkT7yFuJ4+y#0v@3dcFOv)$a1P$Lw*Iw{@?< z?!(P0cs-%?r+{EQTs!CdS=LF#;F`fk?#Gcw7qOq@aJ0M}MhPYS&nzKAc!UR?2G)-$ zrZ4!5m=R+DjU!z~RED#}3w@+#OI#1AonUY}_!bJV9j2svL>2v#FM>NNC_SW23RIy0Wr}v$Agym;8A2=?HLG3~DU&HT+cMMO+BqM4*dTOqDkDboTIKsd3RVt#6eWpMzHm5%?KK5-#Fw61# zjr(9&VpJ4|dV#X#5{wz33G>&3^#h&TcCUq`Dp4|sq2geX!S~=`KM@f>QIYf@2natM zhED5=LptAd{foY<--=%pbV;vU4w_HmRzhx~3S*krPGd;|cqu zd)ciHH1y*v*#&v4X#350fc4PHqaskwi{Z9SL-zHGcFh{hcw&P%P6p~SDO|8Dxifgh zvMor+^uLTu?~>;3+tDuT|r|gc`sJxV}>-V&5p@GI)9rrc4!X^lx%573UkG()` z@_8{UsrdHV%WJArO}KZBQ2{gHF5Y9;|FPv8_$a`{Nyfk}AOIjAKbzfhsHkA{*qp}a zATP@}oBgZA1Lb}X>`sexa;Hl{u1vZIwzr7XCXVdn9b%vdAuPZFryJcjZaw&WO(#}( zZ+Gr@3jHMdc3x)by7XT^{O0(**GP!_JYJGfyI;p7Ub>$nK1jOnKQu^i%>5VCbWD|{ zVch%}n@4svENtLLs=o z8spmu(;;9;-~S#pDGerCYOMP5Fj;T(#A)LwXAnWWoNo=(6RH#%#K~G{YC0|lg&>;s zt78>_>-0S_A+H$yBi1{834vxl8Ff4Haf5fWH3~h%7U*Ix>9r}`%=M(FE#{*2yq4el zb%wg<`#f&pV@eg!JgI>4N3FvYn$c?3&?2vjZEZKx6Pq7wDh~V;?46vJixXJcC%Srt$59c7c{gCj` zptDmYi?S!Y9&&=_{1rwag5mg$QdGaO$FK+7?DBf7(RlE)dJFhmnJPABwNG+t8912> z3ly)QeNeicZA3NR3aSspw6jSD_^d)~%9{dflr!}VR$c?Rsd zd6-Q6tnBDtPqA@eIKQQKcg51;ji%3~aJ9&6sKQTFPdO&^KB$Ojt(8+ak}v}u-fTM^ zT^%H(kg{jUF7EGCCV*Zma(ud{F4GZ-J1t<#$^3(6dD=r z*Y@wWLDXe;+PLyi5>n0SzqzWCQ!?=Y9gJFqJuTyl>h`|{M4u++d-F`R#uix@MMOnK zg3~GPhy2?fpKE{7@@~k#tb(Ka*;MGe56-I>I#j7cCdM^soB5QL9AuXHlVD>v*iK+5 z$;xWmzFPR~4R>AAXvGp)31~cg5GZ`U<;6}!y!7m9>69n7C0OE0jl)BTz=XPSpEW9C zOM(y18uZRE+{E;SdsNaYbLiAT7yZ#r&TU8x;@%vm=kNhc^P8mf{Jx>ovq^2}7^j@@ zkVdp!6tUTY*V)r5Q|G>7uVNnQ?IF49{>t03-~Dsw(#M_n5u2J2d*1by2xFqtQCq6G zrEF=*z%f3_VYgzcQzO4%t@xCNd)E7Q_{}J^>+riA{cz}8-_qu=y>X$PLn+US{8c3C zAlP)dsusJEZxTyUeuYJw{?igQI2Hi*lUQU9^T!FR6|w+)$_9GS4;2De&N352PtU-f zu89+hU@|{oe5hsBN^?p!IR&RxgPyi&a_VNM{APkW0Y%$|6T|MBV`Dqtt&f&oVzf00 zfC5sor>SfcK*uTdXeq_Wm!%UO+lZ;H71q!;P^!Y^YMI_#NPatZXc93k`3Sdj4Vc~F zse-Bh&L>|yoZIz$iQMv;>Qmvsq0^~U@*)U+rg6#$I05P*0K|Lj*c%PZ0n;p3rjlp@dv^r zdLNlzkmTIv>BpL-e<`gRDvB2uJx0j|Ehu;_yXAKLHzPUP6L=&v!itM+74_|IsgtpN z^*!&@iWswPsYS9XnZ0~Sb_?YVvBZ$O)5I3 zhU(8EtIL{|%ZpV@36P4Rq%V$$pDM+p-5?6hIxJ?0yWDGEwPJ-qT;GiHmf-(rPf_`HqWf!w$*2p= zE7_%{UEm|S&5U?U(RdORR}ZgiTc#Z2X~!+ij7`ssRnLGOW+W@6i6)uYOoUmLWj|h= zLUeYZ<((5WAtP)3a@oL9RB2U9a!AAZp^dN{`#0+pAgwIy%CRr`p9B;Uwuc-Y&)eL+ z2jijpMBLJF51M}B4nrKo0Y%R8cUHjVxf~x1terZ6uyS!*pP|Dj>k5>wUNigXX$2FR+=IM1!!^FJ$=Clm6k>=`gYC87Gho_njZ>v_} zEV~qQostbsD^5>_F7mbA9LPqFGwo~_`k9T@)1%g3M{zD=*Jl}2tEaXqE^+A0Qckng}2q>G(!veP#SR?!DlDec%0y4rdcZyZU*%GA1;JP_V%a)xgDw3`voJ`2ll=! z-VQkv?jB5}=vc*ysu85(rGwSytf_Xrt<$$1q*Z^!b!sKX_mUGLncGGiLth1jt10VqbiC=)bI<34xjXN*t^A%IA_}8ec z+zz_j2l`Nl$u~4c4koa1X7R{eDorfOF6nrlp#yEkZP8dyC#<$>wcN6h1tub#W+fHV zUcD(0NSVv8EY}g)t~*VXv;#bSInJNqRjsU#yQ$sn)z6J<)cnJM%rPhUw_i_(4Wai- zaZT-7=(46~#Z@A+qi1{J_7o*|hM;)537)n@2|>|s#hWF-H> zCca(!5q7iSdCrX)og^wnS9?%1LS4H$EwzGI;qrKfr&%xhrCbf+^ta3D0|2||JGhGD z0I8cAumlIfv&^#lLg|RyA5NiJ4aNYUP=caTgK5%tAeD|{4R{&Ptx_3u=dUllw4E*Z zH4(J3lzZapQ_)gWVxY~puF9pG|DSTcpt1(DV`aZP>)M9yZ)=8@Tmfr-x8;=-!FBCp z>v4QO58rZ%Ip|Mh)`K*We&LD9@n?KDhY*~^ihE*Z3Jn%Sl9;9}q%nn{aS9H!X_Eoy zVoBth|G1~QO5dNm=5E^kOn`SxY{1_9fIkvqHU|Z@6YF~N9x0oq6pT{$^Bsc+Dr2zU zGg}C~B-~E6C7;8RTNR1VzY|A;6F09C**ZeX*lJ26U=+*;754W(!}&~Peo`<{Y*vof zdbfyF4s_Dw3=E8*%nGGcGm@c`$?=Y&cPukTlNFJ-PkpFbCl6dT(yBf{=KI(Ci@vq2 zefHh$8*F>IXrH#-o~KfA@SBCBjEd_nCLN55X#7RL_V|~8s!#ROYxaJl!tl99;&2;OHz=~IPQ=}b=TX6g~CK_|&-@Oy()WC&h-rsBGWny=F{tdjbW#V^l zR#v;Z<>B2_;@Q%z;SgK<+?Kvs5L*UQ8_t0 z6RugxvQxj&3E~16a-@gB+0bY*6)B=+WUVftxJVeh$OQOvQ?pZZv6GYb3vvwyjNl(s zIq+$#Jf@=55UZ}lk1NEIJ~3KVuzb;-MAS{``xaenNZ{vfYV}?2wrUUy3+&pB@7biA zXYoA75>bpk)7t6qFRX}wE0faw)4Z4$aa zPswG}l?Eax)vWBRv^C*qYLZl{20F}JS$1VE+6W4G3Z-P=;S-}15n*C~-))|xr{KIV z%Dk+o6EzxHh-0}8S?&mVq(0i_QM~A^q?6FTe986RUhnoel%w|8Fn#*g-`CghFU{xH zTr#e@uatKYME2STZxD&2b4}RQ6O$dTdI75A2PrLoM(*RSgLV!K``%N28n$>?*E*)?|@U}jnO zTjJ8TCp9gt=yOzAL-cR|25rKn?TC=cfuqZfqRy|L%ld{hSU-i{)-v&(H6XQ*+H^Wk z0v8Mr&*RQrrdHXXPL9E+7O+^pT zrItnm0g8+2;88zskqY+^<9D^P|CNd<@dH;o6Yw=GN{dUkSM&v!SN3h`UGlgEmUFn5 zoz{1sD0W;V*IaUbR{-9!;DNKv-7MCs$!Pc98tIv!ol`{v5dd8H1U7;_CaZ9gpEQMh z(!LVu#!};p+4c3MkI7tibQ=9L;vFuWmz7npsZ%-gDi!U1I$hY$0RM-)Srr4Vw??~% ztIu5s4UdV0!((P;-gzY+@(IE;ze{WWg4%yF7AG?0$8-$d+NHJ>ieU)Z;p4+#Jg|hg z3ZXRO>&qS)|9)K+{`~f2Btlc3Eoz2hi258mdy16PV2vGcm#!$|bL7w_Kn3%1%#YTg z_z~gZ;h|wsqunnp4NoN>sgsM3MKHu7cfPeE4<6R#Usn2J@_(cin)UU35Lm3C#>ExK ztvcA9p={1}SJmzA_+QmlincxHY}hQem2)Wi8OAi>lLhBe9c~=u#*G6Jj@a*cg1M(7 zrE69)Yh;T!*!lSSF`S-xThbHYf=v*xF4V@m{&|B(KnRmAg#=4ZZ11PPe@*AYx)O|K zjy*a@9_eE6HkfW;L`xQ38{_6;RqW~lJg|A)uc*`8b)B6Ed1o4qwz+5Zbk(#Jalo=o zr4vtZG^Em~6R{9^`XM-7>Aimr$OpG)>IDV^D^HC7seeVlCKbS4IrMSzvKa(#zJJuT z#T(;|8a6lzjGh%!__}8%#5OztbGmaqaR2LWZRv22IJo=xw!PnQ-y?Y)YRys2bqc<= z9OdS3?0FA+8_IOa`gS{;1zgrPgmUm;03eSE(c7r9$47S0aAnC;#sLr(0=iCU|@xlPRN3S+CKy&L&-1f2IO;jyteGx0MxL;8(gzEcbdlF*+b*FKmW$> zP<{TZ-Fo`%CN5%2uAY%v)tN%j89Af(FmpPo_T~pr;T}^|b8XDAu=}*(GJhU^Cly%$ zf}tb`wRa0>+VtB7Fs8mOf&z=k;LbkcwQDvc0q;ssMz}aZ`?CX1IQe7dIL8PXQ^b7{9>y=>y}y$Lg3Tz_)w#!L zhrBC2^-kK2{!{s}URA6}}#v2)^Y z8%m!LK!6nwK0YRP#uPm>Ckv{UU^t!0oODFS8*)I18LxmO`o^h2PM>+6K?Ytmstqw!`q==YiPj`Uj z#scpJ*Yf$47-I^Wm)Q+mfg($s^XX<`vsz8w6(K3nD6oA@4g#}bhxc)(K;_RD{8xEpRXf7UZ{rrW7qafUbqd7Zs0`;YnATKpP{x@6=InZ;V#H9 ziz8_|1#PX<@(56In^ep(K%s(bypdXx<)x;NATXIo@!%m*mL{o}!~DEC9q*+X8T&xs zux(suvPLs7n9=WM?9y!#*3M0bUJb)8H535hSiMLm{RH)@T%8=vv4~BCZIivXKJT|5 z=`@v1W^b3!Jn#ZWr2(ybQ$9r$@cDve&T{ELK$aAUawtCQ z6XP0PQ`N|)->f?WyyL5V!_@%<#LF@3JwtJx>(~!Nm=F-1Yv3n;gO5NF`V+(`BZv15 zk@qy#Rx4pZWg0Xs@zF8Sg>y3tJEed9K5W38bP7)^fTDicn%zq$(SoC)t?hdG8sEPz z3q0r!>Mppm#&scM*B_l3K?aZesP?rRO|3oVHDV0xQ)pyAnaf9DT7Y#}L-i<5)q(N* z9Z3#~g>Tj+#p>(#Z47>8{sb+AS&c8UTpvUB26(Sb`IzfbLkc|mzss0r#m~D83(ycp ziVBblU)Hn};2e!jFfkhn*Hfoug3J%eay2?oT!jISZ#i?25B7m3>@3TBYbw1SFQZRY z+%XWugNFcFsIvk(&;J_g&Om*ikNLPCAN^_1o2+C59CTdb9Hf9{NE%@wbTbf`ASGwH zqo`YAFQF%4e+w|x;h;b=G*>7H(m*rO4t&7PUm_VM zxzL+1;W`-T241n64E+R2Rt{bkehxk!jL;uzgTO`fP;Zo5OU0(Ji_BwOO$s{>)hY7z z!bMR(MoX0X;^5>z>xKJBP+jTG|3viHCmC>lUtaHaU8Zhv)|p_RA~H8?20pT&1UGeH z*rQzPm=W}TEJhEe#kaPs;a+0dHesM0fa}bo`|_)X!zmdnMj}}+D<;>~bxCQom9$W{ zDUDcH>sh^>m-(xBx$ZC34;{iLqLr`=1oBEMo9OKy&3FCU>e;pBKIIuzcHJ*W^y^!5 zNj#DUy#@yrq9^4<0peUlkOQ)9i8VNr})E z8{9g#@7x{#>uwG7VLm2?>+lx6xk)HvJ7$6H#_6l0O1q1dr@FG=B5-(j`=Fh8FpKUW z6yHFYm~1p|2#vVs!c!kN`nYWMNkj8l`w@RVzZz0Lz*&VB5>@uoQyW@A0*pNv2^~!< z6ovyLa(TC;N^eoAsk)`Jz5<_H&tTR4Pf+dL=ixjNMU4fSz6{qq5t3%ervSBqL*P}= zgF7sLvo}PZe!fM*;o&zAnDVBS2x9_5$Snh-(yU2{8tg?sm+$~GiMhE)(l&iD3 zvo(V1|8RCzQE@ck+Qk`saJRwTH3S{p-8HydaM!`zU4u)203ROQ-Q6Jshv0DdZ~t|! z&Q-5fch$YBtLm+%_P*mYixs>NDM#90IN#Rnw0$;xJtr!}%{dY((ho7We#OSY8I)G}mntmQKrPJTI z!bs2i>$D0k43*XM>Lm$ns{w@n;8}eAwX)Vd9u?M$@Qr=D-Tifyrm&7~NTA2Cu2gWO zk>L!=fxB+Eyd3o}_qFhsUCo0xN1;|0)$Yhevf;3&!8Sl(q}JekWl$EtMvPcBcqE>1 z!GNL*8L(V+g^t@}NMl`fP_V}4m|nNAyuI~uAu)yB^Dozbaq++D@4q%S^)4K%p+M`^ ze&?DOypjPu#Leq9b-gD1+(1gPsD0|)r7begUk10&fP%mPnZy~| zA*o}v8k8?o(^TSReN=tc182$!2)>osl;`2BAJSdAUF*H@3;5S3`)>uP+!s!2U%#7u zOqEwfa`SxQM*Q`Q_b>lq!)@ZtY@n|@m70P3=H&MHXcv+x-kv>zOd}i?S!?Vx9w&UR zqzH3+M?JWE1?Ge)G>rxKUAcLYA z`ibftX%Vk)eSJg0^Bvi?WKRci>&l(omEIr!HF3)3{8!WR{v!R){%H_HwaDBB-Ohz9 zIpKN*kQ2;_{6sGS5{IV&Oih16fw$b&6PsQFPlR4|tR^?l(+XwSc&ma~L`ei`CijF4 zVpgZ**0$v;%gIM;y!{xG?P;FI%U^>w%2I$Jm%Xhb~M^SiR@(dw>vaEp~8M6lw_q6 z&0nGBZq@EnwuBj3O1P*mK$BAmiZ6VNYDRd)Uz!)=t9?tK?Y+(EGy|SrZdM^`FXTUfoU@6 z5s4jk3%y>LaTgRsb`l`%c|vE!v_w?BbVtAZuvmBL>o%{u`rp`(nHTx`{tUx$oq(?> z<6@E|tOYS3duaS56I7#FkWpVtD}LZ{c-{!%sehN#*0!N%hFHsJg;BM3?F=S}U_Pxa zqPH1Ns-5liCpeZdUv`kI+6#}yk@89jrU__(670bUj0yRc!~xh zpfHbs0GA?mmJ?N_Lh<)}%alT|C=86?wE=Qu7-aVg900uR$OvDn9QqIn`CGbyh9hbe zlpPFo!}byeXHrt;rjtNTrEf!tUzuaU0LYL>Cr~=DA2yoq8j)t3S=Xc1*&BUmbl>F3 z-Ut&>gB+j_p#&)j^Bw1u!GGMu__|_rH7jZRT3Nl-9{oW>IMnNMO-rYr1%fgk7&+pS zt2IMPQ2-qTNzB3I*9x}zl9QJjx0Ag_sRS%2e&9(sGg^LHfnjDV-2;UyFx@fvx_)us zWo6j07x%^W5LUd&Z>0zlb13r<53DIdkK~N1)YBxiouSk9aEfx}{_*_ocdO&bWO&HL zlo~G&+Ax_kRn6Y}3_RQ+LzO`HR@oQQdHNRDYeZsS$nsM1b9Q!|w$h8AD;95k>_w#Q6`+ zxFhEyuF5Jp?*7XJB5#hZJlZ0Sk408I{USXSCI>}vFc_GJ6~4NFiw*s~jBrQgR&mB$ zbSffClN)ma?5qf9t3iQ-!z&r~uxeCvaiUxT>l6+`_q4ZWC%Ak-M0o8MBbQa)?H0nU z%0}Sdi!$}m9zs#rk%Oq@SWSm84w0jW++N=HPgPyG-ygShkep{w}3*P+(cBd1xk9;-!`Py2Pa>b$tDICl`l8yV@^u0x4GF3Bz$ z7URsp+60*HF#SH;`u+;=u)WL+mHw4;rcGey5}IAFE>{?w`)PnkC6R&KYpYn!PEnPW zh1U_yN)sAWD5Mub2ti4ejn6)W=pw|zFOGXFzC1lkV0gtvi#9A1#y!A)^A8B@+5WPF z`27+WcwJgcB`kz$+ttq7p)E!Y?_>hqhZSHZB*+bSh9W}3S8l}&wFm1#{FNWJSmZC= zNr`1eAD`&?m|O^4FFqg?vhTW@^F{xC?dB-k5>zjnG_T6^UT>(E-WsN@GtkeD zJ|@+8NRU2$h*wPiNYqa-E}s?SQ8)f{mFDaF=c0AVfqT&`f~Z_+auyhZ9^NLwI!j-; zJXgU_gscBU{HKdS2w)_u$wKw!Xh9Zg7Y`o6Jl$;)DjF5QHFmY+s-fR%(Qt@cFl~kr zSsN^4+`CNfY)pyioKAlx6FXy=kb=KALi^K%L^i})Su86v7mk)!kOPxEM8EP&t`a%@ zRw%RyCxrskHlUj@UaHu6VK60YN(}q@N#b3G83_3D_iY&UN4`@PlW@s|P2~}Hm3H-q z+oIr7>kJK_3-SsHj+hH?{PAsr0SU_hFn4$;I;(wME~ERsqN3>tbG`2+7CEUgyB6_# zYxJU+38|}Tq(P}FfD5dnEeH0d#2l0Qv~I%C=KyF3Et5?h4kvgQiO#I1pJcnf;+#O2 zW8M8jGzblF@>v`m%oy{jnA(9FK3U=4un}mIe1)eIA|Bpo(~@eE6?`d9zYc*_QKa7a z_pbC~{?PTQvO)ZER_u2lu9x|*Z}(nvC@?aCy~I)8pzHU5GksF>x4l@s83i1|gsta) z-EqoW#`KJ@tW0zT{Rbhi!#Xg`#*o7hqOeE+*xnw^?ONTF`Ne)Yz574kzleMfi}>nb z0vix=w-)6bW0*!=xOJL+9@eN=Z8Iv$s7xums|jPsmBNm<)M;vFvaE}eltAluUn!Tc{1XGev1}Z)WQ8OfzKV*9M@SFG_WYf>RQyo;dSM|Fb3+vo>6dQ}O%QW$A zG$znt;L!7xC`;kSBs8S4Wu^Z$#}3e>QMzVjsB!|W*WWje80+5OhC|G&zwBM2AlQI- z$thqi#f{9B5!lY_MLoC$c+&E8Cq-D5zL|nX2>}+41%bVTp6|P5<qsEgEH|DLwXZ4CY=eo zUldLs-ijZ=ESqD=WIR2s@m3Xq9XYceHtKs_ne);1q<_K(5ViiwJ)9v7PR`y^50a=s@Np+iZMT)wCFC5kjaC3kn99 zv^t80r7#^aV>h9|DR?k^`AGN@qmTQ5&b?u)3iyKLsLi8YZ)vR&9t5ZmrU&`S36a*I zLF4!^C;1M7>!josD46V%idiDbZ&s9_BVnd=O1CeG?gY-+n`rVb;31`#MbbMsb}MkX z(Ky1{w{D^3Cur5#5Tvyn;~Kizr!_Gi!Q zzp8@_-g(Hl5D^hVke>L_yYT3wLzr2lGEj8Gt7ppUU(Ga+cS$!}m=s-sw(XWC@KvBV zS7A(H5*f-i8<4gsm9}J<9R&f4+QD7lOCIcSXusIBiv5l&SkwXiW^M%787HhLdCSzA z^u*k2^W*EH!Vwf}jN>=7Z^(=G8Kv>Jklse4m0oCwEyppsG|6=mtDW}ueSM4otwD~3 z7{RU1mo(!jxfNrpLzcY;pfD@ewKt4tSe|<9fy|6Stjm15=C}o${fWPo-EMPO1r2 zz~7{!>0{m*B=ZSR%ZPJdlevTkSFCT8ijYLl@mDO)jE2YV-GDjygUWXRV`Y$_AgqMp zZ;b@b#yB{}mJlYzffU67m?-Wspg)?i+e!Cwep0GScRZJC8%g5B%@YBwXcm_H6EZ4L z7X0@CRt$0r6=tv?#l#V<(>Pek4c4-*xka=~s&3P!Yf89CxSiBdiz%3APdhLE9EBEqAq ztM>JQ#xBur2_HY21FxE*Kr?at8(!*O4XzG!g8#QluTk=V_GkaW^CK#nAQ>w(GiqR7 zY?(T{`pg4C_ zpYu?o$Vn7e6TYqo-!;J@sndf$og9fDu$X!obmI3BIhmORgoMy!sBNr_sfoh;B!3Yh zpH*~;f6g1`b6PySLNm;VXXX|6BcwcmSVBKf*Oi4RHrhZLX%D29TcFr1wmu+I{MF2F zGqH>501ZFu2U_)hMmMzK!XrC?SPm-KjTUg>L*s0`^SbW?FT!#~5_W$}GL_we$jc^bMJa6$v6bh&pL3I{A8$nH*$e%xS$(5$&(sE^Bkukr3>LE>#4i#g}S23UmZHbOx zM*nHCdLXUd^!Sg2PX^Pj|38eaou2oY*Ujm=?f-UZ|NX4zyzLHWPrp_{$Izeyj9K7s zwa3%E?d!SqKita&bo|$**e=4Nz=FCcp7itVFwCcDS^SLdC&v(-px`fvpvxBTqGqAK=Z0^RLq4Ndd+K zXLoBP<~^Is4!8P$-^q-_Vo`^&pb#rISoy!8fMllBd6VRSwqb!}+txf$MUmjm z)K&Y6zWqKTwZktN@BXd#&co{itED!A#o?MYe(M$kCpjK?tFn4MR{IR=$*oy$TgTv7 zk85q>WkHa}ocRic>>41&pF8B724=Qxl%+ucbK{Dqm>urq=>Ltpm`%;FWs*nziB+p1 z6P!<_wj#wWtlDzowJE6oP-HT5bSs$~9~6oDyuURP_C@$mSpi)&rquEzsd_qmWRPVK zg!qVy{E49Xk1Y`D6(xdHY^P=I!C%eu(&|Nbtx7z_V8!!l>LMbqC9v}?c#+RFBOtu- zwHk2gyYAt*akE3Dq0#Vni1?120gIN{fY(dw_(6$-W`xprEfWrMgZjW)5-c}9WS8w)zd46^#J$)zW) zM0W%~ssLANk}QIJf`Z&Una=`^+B{d~!Lb%J-N%iS0PE%~d?2Zu^-67zIy zJ@3_NpE=^%0NRhx3|CZ6rGyZ>w34sL9vR6tlmvJo@R#(X-n8%{RJmqwWR*^1k}Aka z*U59TPiu^16my-#ElUmr!cXAWh57RrzF(KdvzlGSKa8xuLLNwZJI>&GQ{BUM>@{bv zU8hF>BlWm_fllzH=N0~%pPQcz@4@kTlbT|EnvChP0YVEh4m#zGU zkCYjcNu;MuMO-Ex*L)+@nG(hZ24Ey=(`b8_oCkiN0R+HC^)3Lq83zXQGrB0^Zgob^ zYxi)t9E}zo9rNI}hN{4j=xMVc$ccwWn^q2W*p4YwEwUW`R(?p$ukxR;5lDiBm;Xq< zL+d$RU9H3k;(TidW*yhOQ-T_@3xXv@Dy)0$%B6;C4AcK`1%9la{z03>t#C9pZN+I_ zcI2-7)$<7OW%*YR55IgXuOq#+ijQ6Z@jX+jZq2RSu}QU8cTn|2>zCR=&l+LHzrzAp z(2~T!w9>yvfmae`=I8qz0++NlR~via7I+XelT_23R9N`vR|G3{^jpd;E)n8xq(kY( z_Veqa8sQdYtcdEUgO)hn1TeEM%US)k&&f@+s$Z#t$T zzOcBeX2fn+>)F(FM?Sv&A%HJ;{Nc6m0G#F<*osh1T&({&h?9?JeEkF8lDIyUFT> zjU12J@HuU;eLJA`bv0lZvA?gUg}l90b8>m<=l#9CI_X*o0<)ZN>YyQ`(GRRMjXfwt zN$PJza8i?+y}?XPBTsH)oW*XOOkhiK7&%u%Tym_WJw;#LO{cm9yFl#AfZAG1>2HT) z>YQ8Gu0S4w0!|1s*0Lh3MY9h z9gey5s-}jEKc($tCPbjqG|0%Yr4-0c#ZQz+s8!0?&gH~r(~%Z{-N&{tKF%~Ir?=?H zUd}H0>KWPtMw9J4-w)zb;{JH;gdRosu4(vvV;MH+=Ut{4BI<6GGSk2hWn3@DamNZ# z3h#xPW^pXHiltYHA%Uzj3^QE+4D%fI-b6Oafbk;_Rl8ydBM?`WLuGX7AQ3U_I|;Ds zS6O!2pE6`|dOLxA8fs;di~pPEN58r8-deDhy#+xh$w9rJj(=85Nm{sbW)%1&3aqY< zYS;>;5y_Vi1@FUvlN&bac>d(`sB@qFH3 zgU`0I9dcfJ@g7})zMT*4ZB~J2jmDoxnW5x7LUYffPCje@9(}ioPzcr4U4T8NHJOCU zlS)A&nR1HiFv_%6^9aeboW7N()EVFIp0GxY6tP@92V$+MH|EnmdqBYxXj$SEL9LH3H8$YjlU~Qg0G8ZzeC#A-cwjaOe-& zQSs?t4W%@>oy~kElCxdQ%lBtsXe}$%g}LM#vp!3@MZyybSkKj2s7VJQw5~1SI$jTh zY#ARU?SI>HmURqX{xp@XB1zftW#!^cDcw;VbC+k{FPneH#zdCK3LNYo4+#hVeWtW{ zUdHYYL2)E!6u?BE??BYJP8lkz-X!m~JJ^LBzb*~y)F?%@C|%mp2}ESLq$#)GENV4P z$XuEf&&cuRA*)8C*0tt*nl8lEU^>Pz;o1%Jr;}64m)%pB+YuRMzcxF2duJb7{v6b4 z+DJ<)+W7(mqpBT$<@xL~=Lt;Nd};G{jW)JCz*nljexOl}X9)!>VZ^I%vOCB@T~LBl zh5vcBGdpI`?g?NnF&UBzZ5w{{EE>u?;Yb7DxuO!=GGXl^JJAh5{LVZ06yspAG0IVz zNCOC{4{f&vzn>Nn&<>V^@Trs!HkO z2;5$xC@7O3Z}>~czt0ArHy*~hjM+31Y|~0&uo0~SFY=!pFAq*1q?#^qo;z+%HH0?> zaxaK3&KXMy^Qin8hQhn+2uiX@zri{gPIZ5|Uz|Ek>9Csqt3MK`LHy$9@<+zuzmI=T zKe|M2oAt_vn8W#i+PGjvQlCOtB!b+eGoT_wP#o8^Q^sr=8iNDt(s`#u;Z;Y9m+MH~ z?b>M^!6Q*`Gulbwrya<$SvpBNx>8rHEz}+VG##mWvdl^Qh?DOJhB5J5jnBW7C~}Nc z*B3h1uh{JuqkR{n1`i7qC05Uo`8PZ7au;t*BK}urGm+XTa=VqEg*}Zm6QYgoz^+3B8BPeK=xgL}ZJ; zdzdNK<-Mqt2GO9}S~!?cs0a!7wf;j7a|0@gY5c4*FLoitZ84q+FnW<#dy$+WnTu;e z_uiz>Jc3+LcOQh0QR72yeep=gPTx4PDttyg#bCnc6$w?XA(S)zh5tcmLtj$y z4vZv!aYMb?n2E>dgURTQD#P@jvD2z;&z-8VLvdaE-GXPQJDOpR%r80Uv3#9er)bs= zU~Of4c(5Af{r5MG;k>8>-hJMH8b3Nw^|!nl{(RqzIO4F*xlBsGk&qlLf}BsGp6w6+ zo8A5cDxK<7r2cgMp?{6%GEw0Xidy2-MagReUsuzc9kBm#kYVS1=zBw5l4&6S?*v5d z|0@BJn}KV>H@Qxth~%oWXi>>D5A zgWSs>wrq|(^Su)bbzo_|AMU%Sc$V4!@K3+B_Z<68zisp@i)@lV48OSqZhSsIATAbD zE`bx5nYsEKbexy_!b#ifZORAv@l4tmJ`oq#?LS~423eh)0s`J#+}f6L*P~Ih*Deny z74zr6I&#r7#t&V5``!Fw5nQ$h%&itYSo7BNx6vMb9zi+H~>fsnl#-^{H@=XufuwSe8p?KY`?+ z!O%?DSYH&vv9K@|mM2>LQ`%OAw%yf&v(=sRKCDmr0LPTU27%yL%l?(SwA zXJ6kPdM6017bC{u@SGRfkxnLLtZHqeZicQ=AcbXtj5u706GRox)L2N_lRMZUwl%y= zzXwB|#i+TSE>-My7|XG7WcsbS#Wlk%qNboeQ+H<9z7!z=)Hui|_!_8Zh&NT^r{Zk} zJQE*^!>Lh3q;3KR5KkT=)7`!_CAzo*`5Mom(&ed-5yiF*fszi8>*kLTo=_sLyk%Zx z?ZAb!wu@{0~g$CfC&lgXp1=mZPyRPjc<8*kVR^ zf?IYFdMAYgOXeBZ`ffp}=q(d=F|4Nb4WmZU(Sq00vCDt&C}S|2P{BqRX+vn38>tXE z$~;_=eU(Cfa|uocA}Wy=Xf~8IEE-S;@}W=MhG-#Q+R%6YnWDLhq*~(8EjY`G4$1vZ z!H%1k&C$*f0>&AhHk<{y$-EJsBCrIjI#Z$wL%E02g6#rO$Cw`%JWtW&3;y^QY%DjkNg3JF+b{as%s5<@9H8d(yc)jajVo~{Gua#p|k4R#Dp6L5! z?+FBxAlNi(-|i7OzZZ#97|WqyvrF(A$!V za_ICD`wD$a!R~2ik#ce_eBf8n566o?eaG*rBh>bt7yTg*bFW96L~ov4t#|cKuYJnx z!}YVz@%x&)Wq+aj}Khd}Dpu2q;^rCPNmoWaV3r+N_~>O|w9<@dJD87ZZQ#2(oq zX}unolQ-I#E{4P*?r>uC1CW*C>;wT3;RQKSq8D14Mp>9HF$rNhLz;FqQgD;%cv?jv=kDB3nNLhs7qM52BlJJ_Z8C%x;es?4D z(?W(ux{ZQvJUonMxKF9Csy1op zt(&JV?<9_q{ibe$4tOz0a|vM1Faqv0Kibr@C~F`nngMiU1LDe20s9zrS>O9qPaYB8 zD;RWnJ~2rIf8bT_<5f#lXVnq8QHInAwjeh{fl=|ANOdw}hm}aS-SyVTHiC^Ppe7A5vmEovo%#x=cO^&cRkUh6a;)r;$LbZ}Y!Rue zPZg{5Q4W+Kg_TgK$xCqfme3_H_nzClO}a=?QRA;~_^i4=okxo;-n$9>yxa{G#-dYe z?sY8=%kG;6(F^A1Xt7$OvsV>)?s*bt{t($dfsFK}*O!KWDGh&15P9BuGI8oWoy$=20U(@RR}9{WnB6QnyK;==+sSv{7K@j_2tNnB_P@2`_psy6A#3?1}<9 zLDRiMXVzotqa{>GOkz0}Wb3|LtBztAeHRNJhk2Fw-Os^K5+C##-8X3Wv5>Wqh3zVe z+C+s9pR{m+Hwf0Dz(LvZ{#x4|tc781tr+*I=sjFK1mXgDa9i$q6cydkBNwkvmNJaJ zujiFT{&U_X$+Q@dfW|L-wFIZ~QMsPy$z|aqyC)@DI;f~iNeAXR$TlN_^za+XiRLceYZ{P30Y3RRj9`!sJlUOWo>Kj-P#xNpe~;G(Qa}Q zm8ceaOO6`v^?vi*YAP4TFndzUy3|q5oYDWS=0YFN^#n$tZS}8f$7Q8LqM9%-vWNJ- z!)PBE)XG~IVc_Bk4uYwGg`mn)@BHkoAYeI?|GLT6`Ko5_zR-_?|2YW5BO)XQbik9!aL)$jpcSAc0%ZXmOk+jqn7x{|u5>60qPV~ldG8mXFE+M-3l)CesI zbJ;q~a3DWn{8Si&6?&?{t4H3{T?=vFKDD;L6fiC|IOirnjVDKA8zVQ0E47lo?J1zuo9Mech|hp znfu?fo(f)acV_H=&)L~)Rq0x@QP{&2cHS1nZF1m?T2iikM@U7gUfz^r>-4f>9g|Fg z+u@JuVccHbzGNw-H5nQ%&vvVfUj=Eth(_`y%ULXzp{rhvXJ&RC1k$Jv82{)J8-NS+ zY5}uDmUxO3N3KsQ%$WwP^3;1RzoNtZloS;YpTFyl$|AYA%&MwtAcuoNdr@#gKqNE_ zBxDTa!3Y>42)n%wJuNr25I;3DK@3_#T-=yJM^$r8X=7t|Q6oAsGO%c#Smgb&Bskb8 z1~*&!31SYY>XfP$H+R+KL|)X0^qOz8L_r`tIi<=JJb)X_y>#mnk>bsQ9v*1hJXP^d zP~FtrNC$M%rMh;^*Uj2^_%(hroLY;-e`6pa#=?{>l)_SFZ$il)RWPr%#US+S(zw7k|MP;v6t4XW+&*f#B9F1U?6i+DR<`>xVoU+KUN$CeH z?5S(JiRpCONE*}5b}m`#sIBT0A11pV1>eccxsuhkD7o>-Fy`-!M^-=|ToRQt!}vZj z@>0_ZYAPTh1}QM1l4B|nvbSdj)66C~QVKLRI|1%^aND=5SoC;b9_QlWgnVHCuQK^Zpdzw%`R5jM8LBbyTiBbm*UJuOkrlW5zx-U{~B5``?!t)!%y==;ir1SCEUNv+O9)dn&^@Agh$E z*#Bx@z)6MRjzxancHY9zGzJ0t)hee<2-0IaKl)x~8&v}X4wMP}*pp&)ld>DiIw9ju zFeK{WM@1pllB)mg6)kIcp`SZD z$5z-{+FNlr(yQn`6R50Lv$OEKBQgwg+yh4jZj#oHGavoWIkc_voZ^zfV1QhY8NWl2 z-1k-WbH!mY+g}Q>cPA0(q3B358a2wo>F9A2V50a9pQqu1Wif9FB0h)^Pn zk@hJJ+hxG`{v*ww2>BWA2=(Bg%S=9WPN~1vV%AibPO~gi|KbjXdOCsDVhu$N|bVfvJkru-U#mt6VsKI zle_xG$OCmqPVT?5zW$B#tk2W1iA%@|WD=2N%PAOe$jTQ{^nlp!u{jznu$)wR4&UC& z2iMiM;rQtFrRSNG=j-Bd;3pK>NduLEi>tP=C}gk(`ViVXLk9rw08_2=|ITLdHBC*R=U8u?>&r;-Lvtbo4E9jH^5^zJ`Wlol}LQ z<=o0&OWw#R`*0UsKjDl~+p#Gl;?GpZQjBP?cxbz$KOPQ_3h?A)oJ}M{CgQu`q(as! zCx}bmGEORVWZ*ELpa&&OG~G=wZwC#h>7T%{_$S&M=6Arlnaq7WMnQs~_k4+(uUGph_A^frmm*AJ(F z%XBb-o|L~XfBpMC%Z4dqct~0m1TaTF=pDI>J@kerW~?3~h?PSBk89{yykT{MMPII{ zhN_E(Og@T2oNT?hvY|aoRkhJ#eO{SN$X&EV74&68+k#UXG+#b`v3dF5tu0I$B3#IZ zp}J9zsxu0`r#Ku5j6uWXxvk1QIy&HI8ZTZ5l(`xNNOlG?ibt!H9mQKbhKqEwQPEB`+j*9^$xj=;| z3`y+LCOKnjVC~4u#p}0o(uf3pQ^$_$54OZM9|S+N+}yZ|l7g}F#VMtv)Ot~yy4LUA z5zgcIjK~R2LI=vUm^#blh1tM`-4aePlDp^@AzHvIo2G4tf4@dqeyON{xI|cf(v>HM zW<&^+7QftBB7G>)&bfb-lbMd@IQ_qCBe15m`{3QZ1vTpa&xuD*l znJXYOE2=U;KPlS_78HkjTKySdh?aT9!7PHnP9dkNX=>*G6yo4!28t#|@gpN)xS`-U zuc$D0a?xf&P;Sk{3(ZSe>g%g*op67(Mg^e&D{Cud8S!?Z%Q)iz*3P@4QvIAqTEfXr{X_Ti6eFcklt$9X5Vs?CB_(<;}WS?iYd zkN-$Rhne*{>FL?&xtVdKdy^?{Q`jqQTIpaE&1?o~(R*Z9e&eFE{^2j>O2$8TYQA@M4TW;;2)fYYcbjs00Fs}$0N82C2l#2eEj|#>Cg#tF% zOL=0$WC9U0W&UvOWxtyR_fXz1EKGU*O)MtDnA53Ks^X&r)I=U2kCJ-r+t&k8A`;%57^J5VZrYIyF z+Apb>jK_fuF|SdIkEInAbxDXT!Am>%Sr}-)AGP)f!{PZh#B7U$WS}JjA*ZDdQWz+u z9y&6w53a;R5r`eiR+RK6WJ)fflC>6F%}hbd6Aslv+@t}T^3EgQ^3l=^g|wNKR6ey6 z>)1=lS3_;MN=Tezi1;C>* zY-$RY@-?6RZ2|qRA`Jn92uZM@iGe4?cz+5SIkUv7p#v8;4D^k)hs>6c;qD?LSnQhA z_OU^G`&7lnkOg{iOD&?V%JQ;2Hpl&&u!)~ziZ+C!=E%I%1AP1=k>Y^y37st!{i$yp zV83#i-jH+=&$sM>HW_vem1pfAZ1q+2@WG-NFd%!pu2Oyx1`gVgkc5O77(pSjxxd<4 z>0gy> zk0U?+k^_UViYQj8H>Lw^R1z=Ocx;q~XWv^rx4mAk)5oHVv;UY0c7;eWu`!Rt$IwWE zO=L<{uxOb5HO*jaNfaGnI6BIU%q*njtTO|3yeN2u*ptI1$7CF8s(0K7%!EBBM8)|#saki2prA(mOWxd{LFre@UWJzrj2 z-}8jUoW5!s0SeLj_XH}=Ts!4Vh>zb&1l*mDw2nKyzl8``vZO4U{nE+z`XdXLY1XDOv%f}mnKSFc?H67 zSU*LdjE#ZvgIH}%kp`I&nt1IDrTA%~Vvq*Hp0HhtY#3Y)b5Qsv<3z!|HdVFEhV4T6 z3V`7Vc#*rEg2D}v>y@R;o|ix8twv6ExZ)O((b%N2&;_VQC==`%<8b(h;G0`F&&#c{ zdAm5ges_xkHqZ!dggCkliS60I!NA}82?_CzqSL%Dm|k@uAhT9+hRUi+y=HgJus{kR zQYf-`InenL*b_8JU@!Vj;_y@*k(4)Yl;Z4ExG8XYO8LFxxU}8P7I^R?8N$E_QEkns(J+E zibyxcL?@T~m&fZH;4f`~(<3U|_+Nw(hz-;=(V2pYg6*?u=mr&F-(%d%mr}V=x^BKg#hX?ReBtt#URn9xy1Pq9f5umR>b4A#s)yh0=NxAl zdAkjXOox9&KtMEU*fj$2lL)U&2SW33*3`Dx6h4$r3hjAR2s!2{iqw!?Y}}sH`B^Fs zMQ1Kh+q#l4M3dktB8|($)iF=w$K-^=LP(j|{{pO- zQRa+RuuM$SV*gHO4SPp0EbX*vf%wi|{ts zsOvr_$fl;I&w1I>QwNRKe_M1L;_ej?g(@p$;u@L~G#ocuW<$VB9-dIp>b0(fB|C<6?ePcSs9w)a0)*%x}IZQCl+ z3bfD)TnQ1SN&oC_HC=XH`+b*HvL)fjC(0)Xj{_kLCQAI|-0PEy@@oEvr$r2r?A>W1 zTD>DeFVUK?5L%iF+?&ONZmp~^`HDn*GZGpIiJ}(Xnsq%HHY9qw${a_Rb)SAP_H0HT zllzp~*T=_zXa-c=mTE0Ih*#}>xSATx-Au(yx1Lar4agz~EfK<8)Be^$HhhYKaWYb+ z$n9I^uHHf;+9flW{2Q*v=J}8jcd6P{%Rl6Q$Bhc^dqV>OsMl1gSLTch--Uw1`gTId zeNF%1K<+>7e<-#S$G76Gx4AP~(458IK+L zFPld#LznAMGk;!u=u3cCb2vs|YPXOuWp<|^3(^5-M~r-cxt@M>e7kq|r_YN|u4Bil zgullfTr7JE7s#^XQgi*u zC8+nb?RV|sbZnF2W4=)ALU4edvS!MY&)@tbZap;}C^;AjPWru6E9+3fDB))K?>|ie z;-+o?2hwmg%NBhKJ7~;HrTtgT>#fd|-ky2e36C7aRg`X+VBUyU+>wo_%-V?eqVZK? zPI9lS5BLby{*>QPaOnhc<$EFhZy_-Fjyl-a@5Fv3?gggS^`<95`kpRxyqu1~G_}nq zn%SS*;}nti+dO=mLt<>m`$D4RLgHX)ko46%MoK9DU<%B<*_DmUz#>DEo%TSDQj}4b zPm~hccP-N3W)T9O(DW6`L58!8AiG*A{o*E&H8D$XRb14+i zbqnkL0KI=`_&>CrQ;;T2xNfIy+qP|gt!dkwwlQt{YumQ{w{2tEwrykg^@($}Blc}Y zRYX;0MP+8aPp;M6O+?@2^*8l-wEgLC&ev{a?6&)pBWG@#X=RyGFa0(0LieZfd-u$D zyW0pK-`kPIXtj1x1z z^&0s@6)IO=`!Z7%u3O4Ht0U|p4+>OPZL#?)Px)Ltugz-(8Fy5%>aDrp(p(B&mk|q2KUQu2@johV$xqY=1X36jhn@ z?MZ%s`t;Y41VeYmZljXoOrUW->+j*5>ELD{bu~CJCAJH@~##mud=gR z``BnKaCPhgYCX;EU#NHq#_O%rUh=@^Uklk1^4KTqHH^12+}Sl2H9jwF#cuoN=&2;h z!Z1wA`@EJfF?dwAHDwCA+pd=j@X5}}XI>O|ocw2dP}TMwtmi4e=wh*5YTvaoeX+CP zc$(~ir*1SL#?Ak9+E^MLS6`+6lSojkJV1U<0Iu3SM#X+=+Gc789A4_VC?bLR|}NQC1r_}@}aR;Pr zx_phM70hooc~#x>nJ?QpKMU^9I)=GuR$lWs*c>;fu4@*Yot-_#Mp`}le#K18ekY1? z=3hfm%fCXDUIglS_Q8_;bV<%LHidlQ-QKQ!OSomzP`a__stiFDo0nVb;$~rn-FYvI z%(jxwx03ZXiORF!XNX=xVJ^|??XX|?dBifM%5C4z@@a zL6#foi9Hs`l2y>ONz2DLfS4pUIu;QT$q6EBNDwaNjY*k!?~r=y0-0I@_vV<#begy1P52pcV`8Q==1!sr>D{Oo9ntVOkQ3y)VCqVUv>jJ z=3f5PqvIe;&S{#FN2sEk-!eXSokM=J_f{|0`)-LXx953p%qJI*;+PU4l^{W7IEUy_ z?;U;<>OtV$CG|<`4M|4cw`u<|=FY{@s2d3a>ZKtqDzQ{v^OCc2poS|`6*pQm8abW> z5LcP$M#`G}yLuVN7V~*!29Wfe0YvOf851~a;H|RndUv&P+L#m04Vl2?|L-N=G(d3m zeEH*MQ$D*$XWMIS!Fkf@wXPoT$TrsHB+m2zDCe?fbiz(Ey>ehK(0=83-`jdL7ksu? z_K~IHG)yA^wHue!6r0tAkn1we*q*FMICbcFKik^vr#sJPbdvd(n$mW_ZphN-80qYO z+rsOql97mzw?|>kXRxAk!RKzB>h%yjSBTMl=etU~>+F5AW0udFx9~aDo~$Q%ROaAJ zt9%_be%oZ&Ecf8{>x}@S0400LqRG7zfG=MP0-Su~;B$_wJZ4uN)gugneMO`fX3>s@ zth~J`FZ^&-qK4_{^}Fr&rw|P2b_{1>>bmP6n;-G=>VWi|wt816=Y6J@_ciNyh^{=x zQ+R&9n()dNc)#d^y8M*9{Lu}6j$D9A5{Qjt4^U+%%tK?1X;BrRB*kzQ9qZ0H+pVs$ z47E8PhByvsE$@iT7uz#*dASUXcy`3%^VJ`FFOTH}-17uRTP-RA}XAP$laPbd-HH%a)rqQSTt7oxTC#dlf zIl$#Txn)aNrd_74lJ6KZd-eU!DY!$;HSGC*@Ac!qnI&>W$FJ4<@6#aH_vX_r_xkONi_2qSja^^CP`+ewT)jkW$b(QxygXz=aY|Z{+%f8!tbj@v0@b4st z(;NfOeoBr@R8})mZUbU=-2+kM17ZCWVe>PA>jQz~6M^d^fz#7Pv#XEo+4`p2Ywz=j zYuD$ZxxMfE;{0`2V|fibEh|ulZvAm8=6hztBb3Xr%z=DS!1vw?%Zr)`~WW&?qhOFLS0j7a=sQ)=;`Sqbqr%(>CGQR!hE+nR%mUGaqP+3=D34 z`44O_g_bVJ%iC_wSbQZEcSo{{TD+bc+V~0R;Jgq1A~9_Ad=Ka(gu{njb}>o;-n@om zay{j@gY;XttcQhuU>m<&W!7$cyjOpJe10SNx;UO88RXK9DRg?ix?d%Kqy*}_G_5LL zDjy(?IS;qj#=0EFxMIAvPizXPA$mktyNUih1w#>t{G!~>o+?+su4eumIN4cc%kv^P z28W$|oRSwtF{3HVl7Z5^o?k_~lge8(f>y|S&5=P>wVE++?ab9*9ZN{>%4iefKxS@R z327_X5gX*TF8W|{oQ^3Wc5pxzA<~qv9Pc>*8J2BLDjTObJL*S{+)Cg|ml*GOcun-- zbDLRvCFDc@c&G6Gb$eMqnfufDYG=IKDlh==yR7`2bFs~~piS{D!W3Yli*DAz;!=*4 zfB$IZ#3Y*S)ED963fGI;afx;h)ynl2T58 zbX;N@%;fKV&c?-aRa{6|I+^d=d%s+MFITrti-DM#ry;6^)Xm0S{r42X5Tj|em_EeT7}xCRgKCB;hT?

p(FX6^x5xEyhmHt+BIfJ&#ojIbumU7VIY*-svcp- zNF=Lo(;9_!LnNF(u$F3M(`&P0)D&H~XmAX*+~Ma2c_XD93Fp;}6O(zoDmTZq+Z)r) zsLf1FU0?hg=BlfnsO`~iX?_&(Lw0IyYKu~3CM6)rWBv{VhU-*{FAIzMaj?vh$(VIOj8mlyWt=wN?^EIC@MDO*+nnJ|SRb1LMZL2MyGjVSmecIV5t+K60( zC~(_MZt4y@E$1o&|1Is=pds0{pmbBU5pFcC#<1F<*-=L0MwV<=1P?Y1R!_P;90Fy zs4IJ**>x$_P&-uS;7xL}CbCjmslpX1d}g8Sh$hFz4QR&?8W78O03~(kb=xGn{}1YT z8)H@OBWcF4L4;-7WsVv|@#yNF)(w&E^!>+Zrq+96I!bMA$}s-QRuGLEYH>wBd@g=a_m zVpTkfHbe~p@qd(a!b%butpC_0M4zA-Bgr-S()f4yQeFft@~`J9_MSW^bwger6#T;k zDBF7+K)E3k<`n-6B}G8iuJ>JAF`eh=9}_C0B~&?zeLg~R{c%mDMvqp~bEIcn*sG== z%e{X8r*8I=;S@&Uadq@pY!z#*ArZ`!isR7yG{w)u^DZn2!+&7i;9QwYhl3zk-g537 zxvS3v;1HZ`zmE%=Pi{wgJN7Ete0?q8`0*Q1V)f)lgu-bZ5Ws>g3=WPNn3tBpI%exx zFXJ^Yq{vZ0i>H?IQq(4vO|dVqn6q}CLDXX*^VxYgJKdf1Su#I18B(~wqm*jl{Ks2$ zJ-m9Yazu}SC&;HbD1tV(VhIkTt9`K|e%G^UY;;c;rA%v8de#y^>6QEE;>dTWg?qC* z-6vsm;M&v6n{)-9w2`y+ksAP=156?HAf=R*Nkdovld8h>WPt|-brwouZN>B;6FJ;5 zK7tE3mC7`Z`m``25fKu9ry1Zn@A*lE$7`&+VyUE|K|0s5-|~FU`L8E{;0Jz6ERsJjg-6ECf3HDMu)50Z{~g3 zRC1bfecqq`8_v3|Y52F5A)*$fvw49Xr|FXYUkwtMm7D~bJ#k_w|N3BR#~9(Ec8`Nj zTs^%n1*x}~Dz@LSS>|QiwxsWl_q#o@v0*+kBq|%K1X{@e3WDVYRdg4oSgamh{RFLE zLjUg5-0jtwPQzM!JHPqx^T9Hei{#!r+H*xLk+2`H<@8UeIhTWxj_AAw_p*bh%*q8p zs=A$VoO&dhcA*TcHpGdK<93X2nJ0EV2>n>@&u_QARviV3svDhRWb#voj!;R-90F2m z4Rkyhbx2gM2D3ooG7uv-e;mW*p3`>vJ8emg)x0VjU43U6C7~@HAyS6t#Ut+DY-xKk zDdQ7MDb~%?{N`@q3i_wl<+slqUW>|M>JoUKEJfSF7Ax5%B`E0^eG!6xZ_Hz%Te6X5 z22UTOqGANe058%oQr^h&RmI4`gd=%Q3qQ8m&=Wbx!MwbMspc=MmV%AavfwxYc15lt zOMK;psE6gK@^cBuvyC%a2|XkAqIJNR3EKF{BV`X@FeXU+|V_NO*Eiw9%e);LjF< zY2v-dMy|T=z!JYkv0w>@Mi8!Z$3{dhYv@MYmNJJ(+|tLL8Rm2xOXlaXo6RN=l%R zhT{G1=IR`9%%SUvVJ$bJGdGoBEvrFDIU!~O0jU*UQ>whKVtrvh@X&=`k(=HI1U^2T0FQXHRKt9bXQ)5i993R8~$DD+ePST_)tusW? z?H^<^4x1vmm*YTieRXFp52C+`7M!?l|)iDv<37@JpqebSeR^x4S2-;6@9=Mw2I$&xD4icf)&_oaV?STi{I zesVm|7rhFlLD-}0WJOUM8Hxu!P?xizXrtwe+<<@;Fk2Lb<|zM>;X&@m>Ofk!# zNLP2HJkWk>rh96hK)j_;zbW7t_~$hBFXJ3Jm7A|J>n_tZIf;duW&wz{QfuI``MzNK zPV>(Yx^SaArO*up2Or0^T`y^<-=)S^lvHJY?StXODdUdKUgNE*uR!z$J zbTg>AS9)W|Qoc>oiKkRz3?KK$KaIv2S`=!q)$HWfsWnZ~kI3>JM4q~lftA%af?Q3- z=T^WM9Hc7@a!lQnQYi=bP+j=1X~rPdTRiW)4P&q%oQ+C-1xwkq zIg=!^48+0)jQHh(2IEe!JtBB=Ig%IuWh2Xv6fa1`3Tv23kA5$D%-lV9|=+lyQR| zBs->H{&D*0mWcaH+t;fjZv~Z{Qkv!E(Q=-V2^dXxZMzrk`z{8E=}>+RmH5WW97UJ$ zrq3yD7cP;LZ28Gk%4)x$>&;)!|kBXZ#fx{V&+dv)rkj$Gcj>urg|+7AkGv$9_}AmB}j`6N~T z3r;CJq}ZIgY@kg357M@}E^3zDZqk{X9vpx>)%(76Bn0)zYK3UG0x@zIxyjZ`Hs+O+3r> z3ef)VsL%xw{vA?%V8WCTtMMNVY*uhvv+EYpAF&&)00>IABnq{StgaMp%u{5QlzdyYvF>II-g45b(75QXq@|}Z=8zBI~WqvEUICh z-%|C{r*eBjVsbBdFtc3QW5auXRpWB zSH)?ek~eNSD%R=6Yda#Y!v0JD*EGNi1~@W8udtM^SUhhaYX&_z%Lx}k^m64`qQ*Fq z{^;8KP;wAfL+q#S?P60V6{7|rx1Wp5T}!2)(Bt^jpIm|Eol?R<`@UG_u3V6SN+ zZV!&v{>Oz#4HYJ{B7IqfPfmf|i&#hV?r(G7XiWv=f&Db|1(W(h-QXcgF8)sn05@1Y zA3>0qm|I(8s~Fa^y@Wc$ zjnP>AR9)7ki>EPhD(VQ2OIB(CZRqfiJKWcMO`}J;G&W5*B;8y_xT_4!sVuoVcQ;4b zQp!(Vcw}E*T2wbpP4&~z_UJ6SRkVEHD!4+L!3y^Ed}~{T`o6i^!utO5=pBC!V39 zqmKhb%i@lL0cFL}O4sH1oA*WAa8Nh{XVcc;`(2_!Og0FkfBX(ZNPgb7i+){ASH(Sk zy!MAVsau<`8wNt@_gjqa0``Y?vob^%9yDjO&Mea3RO6co0|Zs;wMS687e zV{mck)>QE28u-w+JUQqO1bi$JXhjp{Od)JK9=(o=-3Lp<6())nsPq>oi!D<^`C#`r z9B#c{U#ES4m2TX}v|ZczT`}qSzGvJt$yrj>ES>WE_VWR?Y(7lk$hbBi(#%91Y|AY1 zmiI0Qvr~BzTQi|MFNuuZjy)#9R|XlVmg8T3MVHf;MGXIkm^pOy#4+)xgVybSDkrj% zv1t_VHBk5*2KTe73bTwk0Xr=Gyr7OywBsEu8m&FZQM3EOp@V8>vM>Ot#NqKYn6-HQ73}-h(;=cu zefkw5%q}MOw|m9DZsy%DW+QxR)jA?y_;A5GW>!IFRu83%Qwo;Spyi@Toowv(%Sg8v zQ^2=s8-qq?rDkVo=jnaKnvZF+W5^*C+&BONV+7WE8hs&Ws#YM^z_~l`Epjj7&yeYu zxG5AY?bE?Be%Vz-rJBvu^~(-XlZ^N&T(eKTgV^trw}TsmF%lM-fcTq57!*;ZU}hTK zG;~T?SQJVK81Vp>Jd;_`0E?@&mt!IRoAs6!rft`Xs_hE5*hG0GPH}J!0Y(&N1PS6^$(F)$#ItnO|E+3qsWj zp0+Z-2it>*jdbJumjj4NPKf!TU=blC2oPiB_3)kd)ON>!O_t6=vM;fVVZJ?r9EQiK z6Dr?LZ|@1Q_UzZRcAr&6F80zoy5$Fo;T~NV5Am=+Yr313$-Fjj+;vIIAV+H*fIA0a`X6RoJG;chW{E2<@ zi3xMSf?+`V2l9lCjG4U(N*E*Lbx_lvoEGAd`{IQpBEQ^J`~3ivopp?thcirHkD5mn za2|nvDfaR`ZJ$;XSGuR&fi*s_1n+li&&Ms-bSEn+E8Uk8_w9aaH9UU%pZlkDdw$UG z50h~9W8XL!-+V@Ua4b6*NMX?8BrMW>hHy#_cECU$%swg`>u#KD79JIl~E zxc{Bx-4uI#_tC9kg02ks9bM17YjV6DjZky z{^!1b%jKHm<^0U$x90NG?=!)*e5mxYFsMb~aLS^_$^*u8q{efYFtPNg_*&%rxP;E^ z?wkL5R|?_&%wYm3n1HewSjp@Lah<|x?Zlk6MmB4mCkI%95q^%3`B=;No*?KrLViAH z{n3)3oJA1BC6Lewpjs4AuqvR&DwxA1;C0){_@uH37$yB&km3X9=r4{X$|dNqVgE5Q zkW-poNroNOMxYHESX^?o=CRkYVoMXprhf(owCdKd2=4pLmIoNIY6X9n!n9P@B@OAqhH(sk>yqJxZ z%p0-nWX}m3^^@(gNcM+Fk_JnP>}H7uO9nz%isYRv7BH^b8?65>JGlHIUtSu~@dzKgMjW$Ve{Li;h<7`BdGx#D3j4}AsEzX{Cw@Ljn0C?Rl~yNE5%p zo-?|U{Jy2>SEpQ1=Mgp;m3;Z@#saW{8@w5mBUe96h~G>E0!0+MgOdl3fWV_CpK(p% zAw+t?;7yMLS^yKkD?o@amer}-Y@>JQd_6p+mkkdHEcBN`6%P34YkHr~)tqb4eYuek zU3w)MtYPsN*Mb*ii=B|aNI?qxOYo&qkp#|kE9~6>| zTa%vu$Yjs$AtaLyNaW;5=(P4ci4%-B zCQg+KOd}jWG~(m$OXfU#Q$Ps@-Lk<`j zJptO!Uhm}BS)blQq1AixXY>C3*3b|oLjsL|wGNPSLJkX}0yPp~kCALE}M0tG7tFj~(rV?1I-5-t9=y#xMr- zL2hH~&i5o&$S zHck%cb%q$Y$*7c42v|j-5<&GvUG67K{kp zs}L5Q0*vQ(q%f<6Ahqzlm3lK?T3RR%m)sOxV>eI9SF9hN(?-(Z57ArQI_CSTBQtw% z$swH#Nb#*P$7hK(BhphEjeP#lV^2>cSN$Rm-1M$to9E`oweIGR0A@l76L4jwE#)8a zK*Q;*K)8SOg4<*5s+aecSBHT%22n4jr!WAWwLEVWTro}fKMR5=kGl!HULT)&szyS&U6**|&!tqv{&#&A?j+l45iFrz?y9KZilLaJ$cYrGbIVE<7 zXPc5(ojva%$xufk5f}`xG4elCM0i*X^3WmR4i7gi2{kQ=!)5->%E4i7*4w=~*4D=B zVkJ?oX6NoGI*NWi5`J&`(alc00&FWRGv9}Rw^jaSKhk@hfaw|u^o^>c@NQH>gL19hx`a&U*3KmtXW z2JY4lJM&EF9viQSQD$&Y|Gj59aL=+dYS1tsSK?^KDFD2{P=qv=Sk-}>Umcy03>Gbd z)HpH4=C@u0jqPpd!q9mlmc6W2^W%#(QLb($N%XzmSZ7Wew9t`sq7dcuf-Px2OF5H0 z|Lyn^8!`aXmYWcp#`E;EOJ>>Eb=OHy!Nf_AUFLw0JBPc`lb-ZLPPlL%O>yTJzb_Gb zEM{d$Q9iYCsW`|uJSowIudnGwXH$XU6Yu6OvJoh?Y8oJ4cBi1_>d}9P>wR*? z!GIAa?OgC{Fm&b=icI2lquQ=JPh0>cMkY3@mwTuknsfkkg9#k=DGfDJPzX(cQUMR0 zkO3%waf-OV9im39c4+(;;xl;>}d7+m34cuB4&iierLGh`e{8t`${2L17Nc^ z7hOKllI?CjqtQ!YIQ6wt79_(}44SGa(myvPiDe&5&;DwOmfnkkpNQPf$YRq4o#R28 zUr%FHUmj;HA{(a2`aBTS2m12(-)rR_srn_i7mXVwiW8};!_w}teL@BYzS~?IN8)I3 zaTHQxIToE%cs60_fMuh$CEG-ZgS!^#Kd)E@U6{6|{9htx1V5j8BnI6^A^xKqgQuKz z_ak2Zo|mthye24p{apBFG+crn_djRn>k2*HmkWE3<#E5j;Q$KpQgO__SCU=^+rE3B z!PnbcUYzvm|5=EwRpw^tH$NT}M2`d(sst7$^taNOQg8K15XWS_FGp{I1TET$wO!$m zyZy_$R~3sp>m`;=B4lF{h!*)Ko73FG`=Eq#|{LCMHKk{nr;z#xB5)|k+*&|nZUVM>`w@N-X&L4^;wH#6XIu2 zYLB;*!7UN`er*Z}A5`W#w|qaV40g|j~4YB zN)GSbgocLo>GIpvj_lrQu)B1&9DZxKZ7IkddEkFTU6pq5%&0_w7lk1!qG)JL4<%EA zlZ2pG{6&rvMioWPfTP>1puPSv?9;Z*v<{ZDjE!e{pU&Zs(WGO3HtQbUSgW@0?!Tv5h%$!)8fu_~jEV%da zpa?)N1pGGeE$3=M*CnGawlb0z5C*{u-Tg!e_m^R0)K0Cx9r@4RS2Ilq32;=hJoURK zbW)zlTC^81y@yHXteJ35l-Stbw!b&iB|PZF40|z4I4A=EBFP1J3xH1HAY)5o%cUuq zGZUP5kB-H41eeGfBphQ>nZr(8hQCB65ef$zpz3V>ceYbpRO>cV6rLAHq3Z4|@fr+*0B$MRcQz^#{exzLg)!*(yV# zw*IYYR9V4k{%N<;X_L-c?N&RV9dk@{tk@a*+LTro@!3AHXgoNCICldsTL=m?yvMGU zeZ_xkr)*b5$Kkq#aA`2V#QOm2@_7gW_}UzaDi;F`(JJ;jUI!9K?LJpo-b6X*tZ+rx z1_AJ*>i$v)K3%!OI7!V`zL-gcE&*d|OSozuOY%2z1O>6eEQu<0s?E}?z9mP!#ikXP z7e%y4HT_T?P}*g8hji)uAylO+rqWNjSU|1av1nVUEB>>fDv%}$Rdq=G%u#|KUdroC zV0!4C1WM76EcM2nf${qrlrOipsMhx6nELC88Ba(lGk04Ke+XC4T%yk9K&>ggS{*7o zjr9|!%l6FrUE+I#x4k}#3N#L&FQqI{**cHK0fd_NKZvWxhG3c!%^~mxVGta@rrf$=1I^2s`8wl6 zRG0Ik8ax7X!rQ|sJN#9m{-SyA-;ga?D0&x|AZ=t^s>tHWhL3Zjr}=Vdv|C)_VFqO!9e`aU^~ZwJV|;Z}4ad_;J0*cxSYi zYgUKa+*^ykNpg#DA9^{ciuF;E-;e}=-4#?p39QN=fIzKSAac*#f5$bpR51^r4FHON z^^g05KkC-=Hd!6V{NX}0xJ*s5chOI{?|_&fF#erg7*WC?n}Lz3vNr3v`@|H~{zGvY zfM&-Be?8;wA&ZF(01}Q!MyC-{Ikua#CL9dJ|3h20=W@$VtPwy@S=%8@IA_*D#Wx`S zY;O9z;80ut$5URZ%MFWElR;BsMz#DRl9OEa8Lyfbew59y1P){mAZ@K!6~*A&eQdZo z6+iD8l^n$NY{dT?XzB}EKGU$leVP#+HtnMC8&{+~11(9Q8Fj=Y&TS7a-uuy}sObDeI`YeSb)< zOoXL9%W%6A*eu-I;?Ys&F#QKR;!v&=wZW#}hgzux6#qFmoI-7hX{Fs;K&q&ULJV%X zMf)8-gu((~hESpZBV8oei66$aH{d+c{ds$^Tloxo-ZF@#T2zjAwvKr9HqvH|1QiNn z6;%|)jkvmg1Y7iqMkXo`Z8PR%EQ9n3qer35tKm*c#!mzJ8ZsMWRN7u^v+Z)z8~oYgNNiXlz}E|&5VLa~YVv|D1pQ(Uq2jY4zi zKRf&aF1Oo>&Q~XU-}2bJUx#S55anxn#k1f1GP)4nWv9ClXV42?GE{``?qYt zu6iOe2^iD{$j}6m=sykjU%^1drxx4hB{TF(=D*US`M8r&i11ngeQKp_56?)52-Z-4 z3njg3&};18WOcd2Qi+gLj|tLGG2&10lFza9cJTC0Fw}PN%pQvS+9|{6Q)Qb?nO2yJ`P0!h4{o77M_|~=fr1rwL84-NwjCn?9xFR zwom}_4!=4|QE_s>)!pgMXvn%7pBE#+Nq1}YeNshzP^Ja}EiFupUSG`QQ}n2-cG6R+ zIE@NcDQ~bTx40RPq#4gYr!3WyKY*hLV3eiNM5%B35qk3F_?WrFo!Q_)EB#a!Sqf!R zwccu-v+c;X8go_S2&6)vV16V{HkI zQoUeJnVod|nX~j5zlc#?oNoK$An0*Dem#wJdnW2>E$^~c+h=qUi>$~m z?#vgrRMGNjJj*2D$mBiKd8)NP=XE&y{XAu!N_29C@F$2;R1&$cXjOP_U6eAga!3^# zEd);rl*$4ht^Y(Byik0lI8h-JxVki_a8*)wm0u?UBK)^jp&)v@)pTk^nJRA&l3v4} z`~ebl{?xG=5f7gQ9zIrp2-icf3_<{J;R(SicP@}iAvBZ-F>2!y?{((S<)3QbQQ;Hj z;1$*!?l-iDDd9)+LF%p?T%y8KDF)bYF5&l)V-4q zGv5#8HJ)mZTc4Xun{M`MwD#5N-R@qE3YR?=UYVmh)p|VfcNpiFCCxH*n&`OhZGTNY zJIXI@N$s1|&u`|$*VX|w&K>MAE#bP~t}vwH#d<)qEl4J;84b&tEy{*b_4Ad$xnBUv zL}`W+iuv+E{Nl!RZxkOzHQ0Y1J#V(8&UnQB(=*5S!XiT`YPb&$)aVJOJnkZJdPNWe zBpwodQr!5F!-?Sl+Vo$VH;$)&YvLp^p)gh45WhJZx1At7_xewMLFcvn5@AgTXROzZ zDzOYT>fdD^ajcqa)!vVH&%rvf#+Ry!z!Dcp0ca%zHlV|g12woIy&KYP1fiakt6qD# zI{wu7Rr0v>}q)wPNuKwjkfbKEUO4Ec8USlj5cv`+0ZhW^VwF&ZP!Z6flmRr}$TKj80zYsIh_IBgL&e!Qg}!3J zMWv74S4q{1@R+^qUZ$aaM-Ey4^{{RdXi!aRF~T;=#aI7;Unuw^i^tY-^??w(dFH}# zK+xidUrJIp*oeO>chwl{somLv!+`7$fYb!ZsnCbhRTWGPgA1MrmQr$7v;ruCg{`T=Vl`XKA9%BjulTEk z%tDTZjvr24orW~G^=V_QfR?3c5K{joRwmzrxsi8B_y091f-pb3=r4vYE^R4X5h~3Q zErXn|HWdbjvTKf5X2}AGqf^PE%ECKX+0iE1>T~dFLIaAlnLgSWTo(90&&C&}@ieg$f~&?^?AM zZHR7lp$-RoVryB_XVf%ZixQxYrBV|&iszs^`Koy2$=oXIqP{zI^%BX+j9kW~3I#z0 z4^kic>&?JLeL+?wHyw}fs6@?b%j+@x<}u)_A)}?d6iU}{LBzXCW&l$;MlTlx@Z_;7@pe%`e%flT;Bqa?$j4lr&xI*?hQ!ExR{5Pv zuP&G@NGMsP4(>T-npwNdp%igE%r_*c6XW!FCacImBT;mO`f#X!h;4730le>8P6LE(Tc;S{G&s)PxQ zq`f1hh)VgDihB~5*Ru_Y-0fc=D+s|p35L>vg;Ke@Jn##>#+sKp<2DCo^?~ zXaUX8*VeCik6O54^7in!2{8hPE(URuK!+ma80|-{Yn~aI;1Y`n6ZCrYF&YloR{AUn z=KxSJu*^uHu@ri*1UNGUcN74skc(7OoOFZ?9EVPQWXCrkRM4M8GLm$vP6l0GvsuVAuz734=>8YqNkE6rf2aq*|jG z3p`!tU=V^tSs1}ii@aw}`4Gq=Ep%~~{vwLp;(vh9H1j4=l*YdxjDyL+jg2%kIi)_B zWe}BDEc^XXpR)(MsBTXa7ap`|3?t*+(Mw6eaY$j(hx-gz_$9)zTe)OOK}qqDgZ+u2 zUWli|RN2w-NI%yC)ga^|@HOFXfWc|oX`Iq!3k({|Nhv!9GUyu+k zcb>&}Z0M5^pJOxG0Y6SUH`ep%UXj4KEM%Y7EjD8uNccb?DWx>GG0JcV^q8cypnPK< z_J9NlGmCE8p%^_=V`mv^+pO#vuOA8EsJ*t0?R7Z@$Xi}BjlVQUYheXa_rk`Gz*Uyc!%;EIS@83iXn&Hv46||z9lheo2%z;)L|P;Y%>?<%Ez$i`O8SWPyi|F z(OZ7|nd1HG`c2})HyG`-G{ zv0jx;^!H(FfAwBrzSbvq&Q=zABr$=9-h%>0f(Gxf6@JDXf`ux~Y1f@H0T_ZRLPHV( zqc7{A9EC9uMa{ydUs z|72fig2&}uFplpPcf$WGWn!k?pxP3QbnCtk*!iqzRCW|bswz9e zryGd`6=L(_CPFE@&P#w+j%z89#iZhq^e4ofvwrG%n_wf$bg;MgK8uadw@>W&F0JhP zS7_PaT$_1e<7%x=r--Yo7d?ITld#30oVvSxIwY&E3~i~#vHgzAzZSfIn!)oV#JBu@ zm@SEov3*S|J{Fmwi7pd4yQ0V9|};Sqo)u8xj=Yw=q+p0y)z+#|`n zQS}j0Ag^uX?Zzge3U#}vuBa&>Jfp*hRNK)%Z%{loWHg`%k|Y`4UXxi^RSZV zR&F|tr9RQ6Vj*)Db~?P>F8>2{K#ISKwsncV<7RXB3TtVPkN=%*(3f@Rq6lDpOEIcv@JDtF1PlqviCGvJ69T8Z_#hL+0?q!p;_kC zEVXNHwzRL*x2_r4_Q8Q|A33G@#s zRIVHim!@3cLRTWqy;HALIy`U@Bqj!ERumrGB zSF+7KIg_z)b5qK>4a#J{#JYlQCFw$|)*v4jOd&@-I zn#pY~6Wi8$TGvgs-7(R=&eMLot7DBrv)Z9)uxnOXHLEP04VJFPIa+P&UTy1Yu!CFc zS!L^Kv3B2K?!L>=y>6_ld9dwPCp?qEU0Ft*zPJ4r=nW zwYZVMI&OD&+~)3RacY_znnt^((WYs%g0W~;o4cB3)!l6AX|nXJw)QqydskU|;X#YF z=T>`vvvcPvL+1)Z+lOqu5BpEOD0+tl5vqHVU~z)Q2rd93ISfJJ2=Jv~I5;vNhPVPE zv+F1XJ{*gtbEufV5+ds2TQHCr=g8EY6#+OPphL(Lcv_fevPjKg6e!%>ikReCpTxR@ zEZE4TBnN~bEz!Z)q;Gov=+UQ!HFsM&*19!ooE?p>js_R{y9!Cu;OcAyIXWBdosG86 zDh`VVKs19)UCqYsW)rAqwW+t!(znvuw?Yv-SZUk7!nJF;y?>Rdqh);C#|=BzleS$! z&ccaalz6i~goDRGfJ2QS1cz|oKx78WT%kdDISSOAvft)vQ zpnM&{P$+`HSpf?mA_-tAYD__=DxeuWS~V7h4l|bs#|AilisL7FXir5=0N_-D5fNeDt}tlUjBZ<{ZEG-gHCg*_vv0rE*1yKwv)b6*XzXrMO~cUF ztXHJ#Yt;6v(seC2blzg_UT*F|j?2`uOxtmzUUQ?pf0=7n1ArTB|FG@w6S8Mdl(z7c zm!Ja}@53Ru(+o=r94XO^K(Rc@a`n0bB2fE?;ZQV{NEfn&a&dt~z+XWDl1il_k%;QA zX7>optSz7YBGloW8cGPX=6nG}SeBp!j0j?61n1&35D^@hqr-gUk+H5@ZJGv8*GfnC z3T?;ofz7v^Yi%+0-tE}=X`SYyW9=W(b$!s>zs|D#Hgo?PQ}1eHPotr`$)%Ly?d*51n-yIO&jX+tm#N7J<$Ihje{*}Y6tIfOqk<)EVkXnhJ z2Cp?k1Pmj{6Jdsu(Cx;nM?{S#07Z&~W2r>8kY6|v@Kk5PmsvV)KG%BFsVyt*dmdy4 zzR#cg+2nyo&3zAPyFaPxyHnTKqC>XOr0rd;>um;UL4D2I{$?FO*|EmBeT@O)dsnl) z=Y#J4PffmbzkA0$=AIU9=LhuN|6tvIqhtFDW5+T}&qs(e&!x$c5a*?M91{XK1QA*U z90DF?Dfy}sQ7nbyB!Ci1X3`5M0wp0BNZl&jixH`oBpj>GNFZZjt42D%Sb-*kR3J(d z35rc}K!nlR2A&z|U1w}xGS#!pty!wuwq&4fnSR$N#Ia|K{{A9)C^)`t`p{1d+rKj0 z{gI)r=HZ^E(Y_YYIH*?Mf0BZi{9pB5-wz;O;PI4BTt0gqoJA~p9FOC}ahB$-U22%>By zScr|F4Km=6BoPE-K#ltsCxUJlGI)r=BP~Z7Yp!@0;phZtq&I?^)wG z^nh%Au0ZUlaHlHlXx@KX8t=KNcSSV|HSvY~JA5_rG=BYqg!rja@f7dvBiXUFzs)oY?!%@u?F* zViK)K2HQnMWPykXaBkO(hzcbfkCo=6TNfh&SynEW3x&fRBuh#SNGgFto#|D-Xs&8z zg0nOPcMyCRp&+}&5?uHo7F`?UWWgXWM6h$tSHCyXwnE?fUe}IBOaJXtul`fm@#`Y- zQiVQMp~fntsX|%u-g8m=K4$nu_pzsSdmb6;e_){dQ>QeaIMIIhiMG2>wSN3e`#r;5 zpBmr(+40>E*-k#;GrS;r`t#(Oilom|$3@-m4E>)S?PxJ}-(u_jfJ3vyuz8ue|6$hj zir{y1X#N_lZedZHD1sOi*=IpevqGVeK5t7AHJ|7UyQ?O6DHsZ6bJ^lWwsP031Crik zDkX@b`d#G3XFjV3%n(sMB!#LHwl)kdLImm>Fe#L*i3}fQxw!xA)T@tc+g9pY-)re# zZQXqjGxFmywWmy-EEA(;%vi>(Wx`P*Z52vi2%L;KcTnRSCQdzTKl+sEmB$SG9@Xz& zKfe8&rd{hjhyK-n`nkZ^3!Jwgk$;02*_kKd#y~5nH#M*Yl z_@8gl_k0=G?h!F4j|63Mf#uYV4jj5OT1SMgm)Z&RC5T)?f+WTg@qD2$FO({gQW=t7 zs6pWD7DZ%UtGomenk5-709mj|b1{ZZP7h8UdQ8{4QoHqr@y-UvfiFnL-bcR@@qYcLm8QP0QifMTq%SN4MH(_o7L6$m zt^1wo3h`=`m!=ZFGTP&3>Mx-ky-FE@&yv9tp!Em8K{d{786)P1|k%l zm^$M*@Thic!}#VUgPR-h(~sq*dW*zhfiM(Ekgh;#3xu{v=u3p5M4C#-i5V-TzD(*$ zjIKnD7qQWTf3z4Fs|3a?fw3~KO)`d{V3s9IR5Yb{V?l6~Wp~kkJaF=d!`-)OyKb^{ ze88}!!PNgX+IS#BV-Ybb(~`&tJnC!$szZur6qCPJL_j>mcg0NRC88QgG!juG$TcUz z5%5qULd7RfJNK>EZf?**0kUN+KlZaSaj-~?<_S}dG~}r995s?BM+)Sa!o^f1Y$d{8 zA)OVH+EKx+72HL&$%Ys0uRJgU z<>$5=b(?_*vXLO+5AzY34oZx~Lnu)egk1+BU?!nRIGxR)4fPigfvPZ>NUGb(>(d4$ zxT`a|h=Q`e^@@n_$V0;`63wC|L6ax#d%iQev0;2ugSP$Np!rV~_Dm7iV zENdzYK*W&s@1n+@9`0-z-*S_7Q=?_aH(1MIAQEJPRU#;spoPJTgM|vKnr>Zy<0=q= z!dVQ;iBz&sD%KHEYY=tLgjeo2oo5Kjc4PE{68&(Bq|T2l^UfGtoCr%RcTPEu5fKp_ zh&cDIA9``s$c83s&zB;OzKWnNLC*sbQYCUOPn`oZ$&=bVVayZO0&WL0DG}BZVXhE{ z3a+nU@Yh(u4Q0YuA}o2rohB!fls!p}r{KMeq0CK`NkdsW6~VUXU%qc_>#DI$O|Cub zpKBIr)MLIi^v&GX8?jQp|1wE1K7;b$|RBNY~i=%Mp-q!EP@(x8Aa;2#{_mHbPg4D39t@#lc<`BCNne#+6E^>oP7VL)70MQRjH;-g~}{pbuHB zjZ~p1nwfh#if;JGXV6rT4+OwzcFP zD1luN;~7$)A*@-#nZw;k@Bq+I#sZ})P%!LufTK)79I;ji+l;IV5o-xWe|v#I91E1K z$k_6XDFZQu9?o!sX?(Y1|F_O={qM|lT$g$lcVf;+Ek!*MI=LsGLnQ&GJ zSA}p_2q%>GB@$eg3G4z~T$VJZDUdl$ThfdrMHv#bHpPvk@FUYFem>mub>pF5MoF{G zQINQxJ5xMEDhq@dj+!BIq2{un-!Kt%-4S#MjB{{Y$#iNi5p`uX5RoJa9&m!N@FHfAng{x`FMVOZfNaczuep#4u9~vm{ApnsR3-NSqvL z(wd>oS=Nwebp=*mWQ_&JT%a9Aa-u{|m8hu_IZ>n>1;&b~G5S2M%h9?FYe>_k6b(?U zDcX``Oet2E!cO8NTgLYMU;V2aBdkZ{8H{870__tiT%af*!cq&k%y~g9BKuVbFl0)C zEXNZGv{Gfpaj7_FxBM&1U#}ezWxE>brvpAFzyOiZ=(O<{ulIla^v*AY1A8-qA;s9E zm^q4@| zB~Dl33`NdVV68dYnxkx4%9^F&EygrHz!-XsNB-S>QWNEUyukWcdRn5q5{2{EkBDk1 z3|a*$hNIE!oKRAW>FQd<8H2r=L}u4FR*6sn8uPIj6U3t-1LfQ>wCBMyJHH(C?a7FS z6l;$Jj0tc%yfGir=cC$OY$P8!R|uZV%fne|EGvvKyjyV8O=BaOpLp@{>WVTYjKCFu7G+5=JRiIP`W#w-;iLm5ApnLLD#v`>xgN(UkF z6?{B1EfZduzy*?G)r9lX9e!CY%tmH@kPV7=H0wCC9AYjJw1xJ{iLjR=!qXT__~Eog zIx4#o)FI1jKOEe(KIq+FlnrIkmiLdvY_H*iUGCR@Z$0|F@#v4tuRY~B^R!R*4C{VD z_HK>iy9(TCC0@Am%ygca%8=&Z)a#V3*Kgcte(f3E{-^CnpPM}K+lgZvFz`;MqeXz? zGnIXY3N}{s9peps0sX$1fB_M|z%HK1WsPV-eWenC5T44+RwZ>?Bo_XIdzT<`iAF1h z3C1x2jw5*{D0p(gVfWeJoZaB`X0lLJZHtMp*M|Me~Y6MvX~{pa>0kLmY6 zG`8P9FI%F93sf= zDi?C;U~x5xKn@HEaK2PsG9=5g`ZGS&Us4hU?phL|c%A?vynyi%RGvY`m!tK8!FI!e z{}=Ke&5Gj%$x;@brI6P-c4Wu4U;Xk2-+K1j5B%&qpZewFpZL>r_a5&2j_LTX34LG0 zb38A&GPEZ-X~|)3QhVGru){ObJ2BjPsQ-r>e({gLdh*_%e)kizN#VnVhl{6de#aAmT%t<|*Z8L6j{$Zw3*yB&o5e{vZijlvrJb zcnyefKm-@WfFNOfkmAH3?au`C#9)v8=!>E0BPn4d6SSvzPr!Pv?RU?9`oqod{HwoQ zz4WGA-t+Fi|BL^&Zp959e|TnM{8+?qNfWL-GZ~$>h%RlKbSE);oV15Bp;XUuXb;%7M_?y38d((TKd*Um$@xxKtn4)zt|H-I(4?f!F8tMzU^nrlS&ys*6 zAmJpBe#QY=2wGZjy@}+MjX(3mk;~o8y%HkevIt(lc}O~gBp2csF--W9Q(EF|kLUP? z@YLQkcRD4Tu_^72u1!Dx$&>eg@~-7K{g0pi`0+=+aQ`ju`}>dHzUHO2R>PUoliIN) z=}$4LWf=igJk_)5Q3oWBAOI-+Z`b>5|Xh{gFo>erVmwWsNtzcl|dW+_K>r z^T__JU@dSX5!ZJA&>vg_TLQL|*pwM3CMnKO@EF69>i!<)`o<9;5>F!&CaW&zuN2V)$f)#eVmz z=hm!Ry5zm@UUlP=e|XnB9{$Q_hsTcD?E^e!EQzihG2lPaO|{^DUQ`Qj&yInT(PEm+RMM&8#MU<3ui1uq#A_5EzI+ z2V(@E@lD6=L&QL*nCTQVnPMg~lrxE0qtp7h*O(_=l^|J8h(jk2efQgsyzhPQ{=0Yl&1XLO zk^b$ishpV3vAHN#5j+|13CFSLEJq(Fb-!UvU4r9C*sF^ZQ&9p7qkZ)kBXa4hW-pi` zUJMbA6J-g_ZYle)>Nm+>u?=3H2y$6LftF(gm+^U1t}$W!W#`f72VVLb@7a_K4@OyA zn8P!PSVZQv=T86d@%8`u-LH3VeG&7R5@9kO#8a#%!??4wJ44x1m?h~qr2|l#J1T;= z5}^|kK5+8L|M~G#PdxU|dtdG$2u~&_r88tc?5%M2)Wi|vE8jO9Tuu}7k zOA=Etg@{a(0zaod=-+K&xsS` zB+pLVZ5(4v7ovkO*nk0J6Kpz2La6sXlBV}Qnx;{if1i6tLJa}7f&A-T_L?;#G^0EF zJGHJ_y3yHF7tpr=j*zY?q^l2UYC~uyw{}2V7csU# zK0M$udhI5&PGwYe*^O$KQ{(jZ*zJu0bM27!qPuc;@$TQ1eD;*8{Cz|14qNNLJl)k^ zO{ZIN=0AE`V5oH1z4}!rHn4UEQFz9*7L;>cfVXUPG5t zuXY&?A&1jvHdytY21A40TotlbgnGX2{$|CA!pF|;eWvr`huYdAYujm;s@|y}>J z|FETD!+@ncplb}6lmT;xPuJwrHU$hVea6;+uGz0`@N4Ts+PW|(Usu5YmG!jF$R7ZEZh^qhD7uibyRG z>C@KxG_Aeru3oj;uhRNe8jq^op{eP2RYhE9oQ;KLJDxhV?Wwv`?;F|==~_>il~q;og5mc)} z-8vATO6k?t54y_3J^OSgm!H{i@42F7ZKWH{-KPx7GGkAZN!w%8qY^`H)Tm5ql^LJ_ zn(vXwRm@}@k&&K$)N$G8-xwmO52jvkM$<89vAJ2Nv-RlwJxW*o;ktv57jMh0Iq+L! z#g4G{QpDU4G1d<0tH}vmkm}Jgpc|IUynskG5D94-gPOLGx~IQO7gp**>h7SqX~AK%3gIvL{~GUsT$H$BGHzU zQZW=|R5=U_@fy%plQvRI5$RKP4RmSxm71`sBc!j2IL{l(-Ynjjb^N3B$}e8gwH$F8 z8%)}EqqfI@?#Lh)zZ!MOMog+}ATklqca7|~$ZP4*`cl2xqK6oYZv4@kOctZnXVrT& z=Q>JWE&cSqbKCA|Jn&L)&7S^_v;AEa5$aY2Rr!#rG@>sZ0?}R^>M4(OS44U)Mbu>x z^+k{&v}U_Jtgi0UK=#!XR=4%5l>J@Z;m-C@cWpp*CZzhL=j5~JH*ijFR5YA?!>l~( zwsf1(eG|x)>I`V{D|s6`>HJ;+b%@fN+KQSBg(T8 z<>?3*RM**XcX2>f9zx53S_gF<1M2o*XH%f9vQJggXFO)O^jiIAdFMAKlZl=g!L>?*TOV>cPyDx0U;Y&mr9 zUoRY8pM9|)zx&{_K*MK4>Z$={eMHqf*j+KCJ|D549x@yo>NpyyJsPR{qW{v~VA*zm zS)s3Di?6Q8-*PC}b*f)`X~^6(sBaB+)_U720?Lbn#&coQ{-!S z$~(3y_M1&ft!JNf^nC8MDD7sO6~tsSgP~9>=!TomjguQUt2>d%U?g(Wh(r?ysM?Jx z;DVAZBiSIp$=KSvai&qP)HY&QldfwGoIAlB%G1Uy|EBqaYH5XoO zIs9nlhP<*jWi@Z5)qW_eUL&el$G^Cqf3ZMXu`R#;lLwm*K5sa`s<+|upz>@$d#T@2 z7VOxgJNA6(df_*#Q_p{r(Npsex8an>rm~VmEG8=uF&WKZvy*qr`Zfz8{{J9C*@yw% z_^vjhWl<1Mts0Y6Yc`sldY7-;(OcWzxb4z`-i9;!Sb&8{+bJIHm6~&#y>5{Xy!fmDuTz1ZO_ZIJNqY(yh<*occJV z`ewjUFVi;4d6)9}ap;`z;r=m)0VOwmr9b z$9?K;zcufE!BF(Ha@zxq1$Q)U`$fmT$2#^uQ?vW&a|Mr`+w@e&*YEV}j}G}t934e1 zhn_20DK7h%f39#z`Pa)G#*htr8Bb_Z@Y5pwBo zv|+n}+P_n0GU-tLZn0^tE|tSp)lRvvjm zckaJjXI^(7{m_4OZU6Dr-a~H~ie57B|BLO|Th23UOlLMW9e%fR-}0Vw?+=&`_B#$M zi(fC>a#z_$g1UmN%Dqq3oLghiUou-dO(yNgmaqn@>HX+ay}3ltet%w1urGR}sA24o zxN$^AZ_S1_8bPZoOlBP^dh&(M;BvMbTlY5{`F-)GjEfstRojS`gLecw3nJ#jj+Vl@ z6E8X%KJ2gC;XGQ{z2RN^wiV7TZyMMAMYH}dt?QO+4y^W+eQqe;(|GjVp3)EcO-0_; zl}(4ADBX}=v07ABaC`Hy*SedJ8H}yuE)2TM`Q^m3y}3ldcY6K4zJchYFGCRvi)xYU5(knavif+M+tIEcvi>`+b!gc(v;p^@Re{nHT%I3oR`LC11T_ zQ-2;&oz?B#^u-g8e0Bd_#Sh+H_Ru|Nezo*pkKSFo;%|;qpIa{-ZvWh0(Hhn=JNMsfD0#W7^z}=}Uvub= zM@*H@(}$~8yixVSZ=0WaM7iv-mggR8`umI8eTBZ-GrrbSJ!jW;pZc4v{AJBo_tk9S zm959Cw&&I#d`?sInaieed3sG2`{-tcx0VR}Ijh}HbrYhFaa$DKXd-H~ItV?YW#I;c z74oep5sTJn*P*5PN>h7j&-qO?TOO$R2(MqytlKWG-M6Ir(4&o~U+dK#jX0~&O;xq0 zhYoHWEPQ>i;I+Z+Z${4Uj&zqqYz;%Y67A`gjh{Z*dGNmO1DS0_{K_rDi#zYsmVM;W zUGlmeCR?xG3?kF|-wh z!Q!yE{bswZsifx9my0)KR&F9LZb~WL%q%a;X!+(jZ_oAt@3{e6X@AQX!P6i44*uD_ z?|H|k{}rfOH)uIAWH0G&J)k=Dr`nB+o43e&4k%joOE2xtytw}{bL%GoS7&b^XtW1( zCfE3;@xx7+hg&gEau4G5$klGym_Q`l-ygXZL=Y4b2Svm{?n*^%1fnNlfe$kqyiR?u zTh-ZBTu}MxuZuVHN;bupZdz2jg`_AISC`KnEIqSvi;c>_ADPiJ!eTM@B4 z9sMK`s`oF|?E2;rA))A^M5s>9sLv(^3y7%HHjUcqvZx(BM_bSS@yrg%`7Md1o8!s~ zY2{ne>UQ7LxaZdmMGx2QexP>OU3EqI)jKjuHi)WsKHpH|>0&efv_)CwYd0 z*)98|B|Bslho92c6}j~dE}Pk6^JvX(t;wbv)5ian5+N6BjSv|eON3mnHA(lO?~%wj ziEiI^*@DbUjlNyeV{&x%dd_K@SDfF!^vqW5;#OMCcA|cZtY(9}YK^pNt)#Y4UcV!) zVNZJ99(ftq(MFE^DLPUvAbF)tvhM zsqN`y+eNK=72SK%JGM%j*Kr!wvYQLJt-B;`pDEf8Wwsv7sNKP<+JH4}8y2y^c z$7-}(r^$RfBA_3$5zUpDRW`lSp;o)QTtTHjP-9jf_}8{yL$cI)XldJSUdJ{@Ye8!B zI(l;fyKxJ*u}Ii_K;HIwdh1?k>kdK3R$9lKP~Ui?#bmOYK@3)-!D7%`(8PaKMs~5hZW)F`&V-GN7ZZu-$y?gJ zKHunmHQ{jB?RGKk<1o!#XZ z_rLR}+YA0je!eibZLd_ho87(zYcAk47Vv5}b8EKq>-I<*KTT`o3>oq2) z#nbO`54c@E=b5u#KlkiIoTTYX1wUH(dwSz1cXjT~Yu%aMygk2ZTVCCcjGA3(wMB}i zeOc}M^Sch*r8@Y_?n953@BUT6t7(rdjuFQGIPQl(lq4s=^5RpS?d8FMBM|g~2DC=K zQq!%}cK7I1YQ0)x)FLz_m+zU#mG{fgq58~ZbJ)Fp-?(OU5ppM1yTcAd)Z|{6-;GFg zPl0O@1GO~<)i*o(rSvYh!yoc#4PD!dHvjtZ|DA zh5$==`Oi;YDE`Xlx4Hce$mDbuJ-HvFMr+dP%!VkDVJJ6+h{0q<_f4Y=i5u~ z&Pis+E=-;gv+(D%_}fIuw=HJQdQ_J1*I$X({ppT9Z{Pd%y8DZ_++VWw-g52l)@>FmgFbGDeD+&g3M~k{2vkH2*dXoAd0l2R`|Vr zo7-V?+s#g^(Pl#7gYsb3@qzv-2#mVRLBvRHD{~bhdUCS^D`_Bo{bTxLQ$z*_2K|0N z#CNn=+gKb|CxU)RZaAr@_9BViqm7ylnT%$u*$ z5*fy!85VSUaKbhx`XXk#+2iy00=>RqZ*Rck1@XB&y-s(p)8%!*qsQm=c-?jvd}V!Q z&81aqRzCjZqp~zHot6-v5R;I+FcnK=3u!_rE|TCvK8wdn!fA_W@w4dh(?vwgoq4SL zm$L85PRwPVa4-Tz(9pn8f1uCja9fo zN)QYIAD4;w3aKbvE|G}^B0h&tuyGcHK}$|aN=!_QPfkt7a4aoTe(x{uUG~CrAFTRt z|DgltO3t?_+reuAkWR&sF*OqdD`8!P&fdCzp1tH zi(_Bx*;`alxMB6WRcqI;TC)!1V=#mjE8lzlt-rtY@{3PD`5`|165eNhvg2QHEEIN~sN@LJc=_zqZadQ^TO<|@gvNQhk z!TW#n^lx5T{?b3*d40vI57w+-y>`Qz5!t-8aNlQpPo6rV>{2>h4sf$z^-hutm;+df zT6=v&$XRuCbJvwr%sX+Qe$&;IWZfBJuZ@T33u;ZJ`6KUoOo zki0Mjfk;ZG$EPw9*&GH>gmd^zHiyQzT_A(HVjbL5%1a;^|dNQq5l zCUS*rpa3jJgkUo`YzCKLiG`fZbXj(WLLrq%g?tf@%jMt%fe~DS!{;#B%teWD@hJ(5 zlH%sZ&j0z$+kP_bCqJ9{^BMDI&YeGJZcJ3>0X15(EKT<7M;`om?W*G^j<E!L3}|ra-BpRE@!B} zZ&CvpAwnJf{r$aupT%wiZC_&?G26^ekHhUlfupp%^tIPt1;_H!=|7%6cUod<0>lLv z=b&>?EE7**;oxCXXsjeqK4=@g#8coGa4wVJG2tihn;1bC2swNq!Qo*zhl$~Ic;pLk ziBzCSmw?g92s$2e8$g{Y01l; zUv~QJX}i+~W}<~?q8%4Xu1G`=nVQw&Mh&&lmf=?=0%j5j1)X3fX0vuUnp}m5)$Hzt z3^o8~wR-Jpp;$0?!E6W$NvRNjVPM1eWfNQ`4ncWXz#WYi77-QdCC*`>Sir+MJP74T z_yUd;!gRVUJwq-}lZeDz9v|aynIHryfGkRc!vf*J+X*B*P&kJz;&U_8X=XMyTdQVqThDoF*5^qMKkJoEOoAnr?m#xTcdbD79bQo5by>#Rh>%A}gaVmF1inka<0#Uk+1VMH zSqgApD8z#YS3J^=)RGWj@KZ)7+|ekm$2)ZvX%i2(Elo*&Xz9v72{ zkX_{GW-ZRm%23Dz=)c%p0z>H&hs_)Q@QI&H3BbKfgnSnWhfKggAlw7x?CkW6Ou0bB zMSS@LeA<|z24{m1S0KXW!SCZUX3mgGC54+e+3Xg-zt?87kQ>yi;gQUi({w;`=s5IY|c;YEoIbD4?= zWKAL=7fb+Z2R>3DOTZ@-a&ca6MoxCRTnYml=fRjCCc>r0|92q50jzvNE(a)zyu3`Y zl#f0Nj1FaAqljDq2eJ_^4v9xx+(JH|`_@~p8w^^X-#Y~nqtWPgyD1za_4v0qC@9o5 zVZ*4M_>APHV;YUdY&L@t_4S2nYO9`m?pZd@N=%C93%I=NAp-x)=duNmQ}GE9RMW{s zx!DK@kV2IOs1#?Df(>U-7?l-&J0i%?_@q~q3i9&6eaYbols`P=V23T`$_6ql7>$-p zr>8Dk_KXsOyVnIo^m;9cV+;{c9k>)wBN@!U(?Nw5Faf92X&kln8?aERRPboC+Tag` zLct3c&fI9P!k6kc+WCNT~^i~|v&H2j^2z~5rC>0k?BCLoYJ zWMs+|8B(cC2vE?+aE|yCk3C9QqoLpg zosHAjY#Nw@Si}R<$jM4igW>_0js}4f!!pc;(l%%w>3^cIxMLFFVRtty1Wp=FFR+>tR+hpS65g1e2|$sQ3JoI zGZ#=As18Q;cL^U84{(5^p#XPsHeLht!D~5P&VBnniI0zsPgn#e31!!KB4jl;EKtZt ziQuU80HG5EQz8~*XDJ|jK)@A@$MM~Xu*VU(9OX$7^6`u`>Eirs5V=f58W9VHk|}IN zz`@wexpQabFU~EmDD(Th03}L9uYo)W6b0TM^z*&rh>Qv-R5DB@T5wP{0tUN#_s&I& z76KGD!hwTanFv{EBLhL!0XR_hE8^v3XMi@K?%+U)2d@6+5&?niLM{_8S)7xfmnD@5 z;VVoL+{rHp#UyL)yxE!A>1WTKa=RVAUJqJ+Xh2YmMgxpqzyTxqd&edH57?fs~J27 zJc4>gCs#MxQmB+T7z~03gHp7!vwh{te@>e=ZGOx=h$93CA5Kl9ayh1xSr&v37M3ay z5}8@DoLmKXEglcjv&$(lRi2C`GA!gvJ`^t;CJ1lXDEQ>d5#diHGNs9k6R3>R(quU~ z*_oLcVzE#lPs)nO#^|(B0D&3I)JSKzu%LFz5#&g9C$<3{7@??@+*4 zfJ-P8YHMqK=bg8vPoEYue=ZCjzL3l1;p2($u#t=xp6~_i+&o2Ie!5h~XA?9wIcfXv zLj4vb?;U{QNwy6fPGG|1uOZ*W&W{#JqWPFpRZ+!`iN{PEr{GBz=LtzF>d2 ze_;3kUEOFRBM1Ds+S-~|UU_-$+&M`}2@uv{M2#atRfy5+ihLGO$jVLwA|f%Dg{5$~ zz=$!XiXTk}-ZDY>9L5bM!WN6rbi70&1SnZqnNa^COBsfO6By+AP_xgRIU^+{<*m2h zfMGc_G|=DQ2Qn}aCIx{&EG9RR8yHzSI@;fR@12FQ3l=Vnfs>>v#IZ!8RUwa$2}J}1 z4sce;I&cUm;J$Dw++RDC8%+eF2@EX`hk!@QePv{%gQW-rQTGKwBsn=TCT8xBfBZxE z$&MXcA(~Sgs*gw%$CZy8L?nVXCi8sx_cLFF7P~ZznWn!Ta z5*M7sW-MB?VET-o&5N1+nHcp$n3|ix*4&{O6aLOyNI6Sg26vr_(T_EIUWv6FmLns%boC<|ug4QVM^d5d$TQZWRMMR75+=S>$&1h2pGT6ImO-`@*HF|3a< z^G-KG|C2Kr><*gn(cm&58^XJcAuy8Jh(IJ9EC||N9FFivBXm~vQ zCKHKT)96pQnwfCO84xH&pfG1L=?rwxfrU&az2~00UwY{eM~)n}SWIZTbs$UYeki$uH8Y#nP3HJ+6y z*OM?mFF)3d6myB;NM}Y&mXnv0i;pv4w;D%dO}pMCHxlwbvrCr4T*qaK?{r2I>f@<0 zY95jbALL=4EgeEiad}rxhjjJY)A4EbBmfm}c*VO8d&+0&x@gM_k(!o=CyAbdqFgLH z41&hX5Pgnk&r3?OI>>ajXG?Axt1nN{%nZ*%ibgog5IhOC`jE(Z_x%IC5G+257fKke zsbKI!m&dqBNt|HpX5i@ebOZ(<0j}w-SF-e}C5pf4bCZvY<+F0@_CwAXQ-sTi{S>wb zO9{_AH5fC+Zor$2zR4*b97m~+Q`p}m1)r*Dk{-w5jbm$5)zP``2DuuzDtp+#LUzPQ+C6~_UD$a;!xSAWrf2A$9*5@ zr#n~#0KE89WGITj=j3difV~QCNtd6Jm}iBBRK30DU>m!GVbRBSZXTX}%aJ%0eu?)w zs+&8T=gkCnvHm`8_Sb1ff%Z;L-@bhtA76a-ZbG|mndfsj+j0+7CU_0B31Zs8R;`w*pcN61<6(4{gU4R_|ii<^S6OIjJ-S84fYw(G@_ERZk4>k)ok3IFuLNkkq-9Fovr={%|P_`%{Qm1(S zA#Wn0olY<$K}wDWHY_@C7Nz*DOwF<#NyD<3}ut z)F{;%%{f25K)RL)t)fBhIL6w1+2?xWP2RrlY_`=pBez_xH4qyYEEN5!?*Z?5ntBBt z6?;S8ZaQXZy4^zM<<%80Pc}2NpTnCU$&BG+xc!Da*hmE&`XL3_QZJ~bX$i9Cnm~DZxrlNs2;C81;dg>V4uTv0|!c*o0WDFDN)+Kk!$YeUNRZ6tJ=K(Aw|$I3eP2 z+p*hJQ={6Hi9GB2NS&M8i|xF^CzZ;M+Snc1T3c1MU|OT!Jn4QgJ2X5T9TI{+(@4bl z_LNVPr1G$_B`x^r=-)TIZTWp#uYL8~ z=4+LMo!!G_W);hN;KKScmxxcFaA3Bxl6-D26E)|=w&=J;-!BEFc%$~83sdhKYfk$P z`ZO&pBHqf&8wM8c6{n$kh-8~_I`9$j9#X2Ke7oj0v$d4*2{^8Ns5%n1X02pk^Sv8{ zWKhqMlRMlW+_${?09W6KG2h+!u4gm+;HA(^!G->&RP(x*us!9GOAw~jiW0*;X?=Fd zZ;v(y7Z+3La8U7G1ecW(99=a>-_vE7ApUYqGb(~GJnJ0y%@)_>sZeBf|zCbUC)3eZtCn?0E_nfTsS7X2a4%AOy_Tu`_ zXm@yEnkOVBdOQAx78Ws}hTPxql9DhLYZLWsI_&j~EtSjFjL{AuhQ8yxV3M!sgF96d z`JvQt^x#uCz8uN_eEUdXn-or_w&*BALTnn|&K7JcCRTs{bFpxAqu>M|s=fYf z-#+D_;Q6Q5|2USDg6H3X|JxN81rOJM*O;4vhx@;K3r^vma{%L3ad9$Jw{X*AQ<0Kk z)3ESz`?o)df1f1(eUdYv08JGw%xz30oV@fvPwW%|U^G13>;@EILrq6FaN%4jc>X=% zH!e=@&fpaPxw8MfVN++*a4~Uob^d#W&Aizp)!C#hJZ#J?)ZR#djx|h7T|pCdHy3v^ zw|{>HR|I6AVnHwWua86tV&cd!vhaq|&xeUrn(9vXnyhR^ z$P^8;bltuA$nsn5`94TadQ{*2TJ$;}@hZxx)8z54xV)sR!cdOKRrqqSv6pz!zHpBw zGWeR`edIFaxrIJMhvs;y`C?Xk6`JjZvP4iKMUW2%+3#rqhi6%98h^l@83QVJ(wH*G zVvLmkASRLsXCuTRmKpagVvhg3<6t5k=?)lYr9mNqO_9?5EKB>X?(j4+w+TglRs_ZT zt69JGy1D4~Uaf5owfTwb_aoN8FXM*sZzd+xx;xPj54x2^F=bCRN%a_}0^-dy#cWJ9 ztahDh`|qO&%BR0SGnxo;hn0jmk8gdxfu6UT+bS%Ucg}XK%)=IxQ?Q%REQ*eapQ-#i z2T8qt)s{aC+}o#{PBXNV2^E$5f;G1G-p}~(#j}Sg+#0TpcpU^i=GulAF%bc8>(d$s zJUrW$7`Pg#&{lBKiCh{SgCG82n3zNoLmJ;Wiuh>1mbaSaReHWJ@98l861UUwZp6a< z(d5#w<1-0!>PY`Z+tA{}nEhF6YkP+FNLjz1%k6$bab!Gx%=Xdclc9{7EF6&+3vE!| zEIRtzGXDYzAGy)M&v!@ahSs_MqhP14ZJE+`ifpVZm?u@kcgchScjDWEmJ#ht$`zS$ z&s#VaPn6A1h^*^1eo^P;`WW!>*U^I82(Br)#x4dJ5==aw50*5k!#+D$&~cBzCs32t>K%>899M4V>N+(#W#C=Mh7pVY&sc! zWR@5aQRlvvUHL>xU`iq#mlN}qXQhmkh*(4UDJxjfa4a!OImFxrEsY}u?#_N(+#zTo3M)_%)HY_1pP8a5a z%I0Pv-?Sa?KU}-#OuudF+8wgLF!#+Nnf*ZKF@!?Q)sJ9b-LyO8cu~)!9QDWgvu4s5 z!Q)zCWtb-i-j8ll__;S&*PPJ!7jGR$s1hk--U#lRQ=^K=66MWL(;9R3<o-bCZ)cW_jHMkM& zCL;@^*}%L|X=;U2(SKI(?u;f+Tt29uM0q8ZMFxY1Hij8yC@dK%I>?E~_05NSwHjE9 z8n+A!4MFwHD8|lm3o{2qnikv!cFWhCAukE9-hF-$528sP<$UQZjA)QK%UFo6bVkcQ zLm<)pGBrg(u2<_zOjLZ+II13c5UlQ~Ko5Fl}rGA$S^ z6wWzca7vp-_i~$ymtXeD6dj*BOQfM*(X>rdO!#!{HPA6*Nq()E>X;GmnXa^6`Sw*{ z&&IAT^H-h#Kl?R4hYbm5Ae)NIZDcrpBP|(}>-Q6KHZq|jdvrEyUXiZi#=Q3NANK1} zMdH*JjF;aasK~t*9hH>q|DR)tzY+VtMy7uv-hae+Hg$JXx4+oppMcD!ZDS4s6c0Nm zo2-S6m9-lMH|PJRt*CkV1bF_(Ab6DhTth={et`B1qPCxw@f6Hn}u z!UL^WnsX1I*C}9%$D*rz}MHBl!-rsBvB;<6yHK>Z`!n!lQ=ZI zclY=2-&+W)4`K?=&Y{axf;>rLUEA}b{iSre`ycM?TSq&`7_K;K_V+#R?4ev2&Yqs0 z?(T63317sno1E5glvV9Vg?)?B^YkL8JNAp(g;_di4qT-o$hc{4SC_?JIt z4M>jTkY>NW+N)S!^qL;^o@v1d|LU;oa}MrDrKNSb(euF#smpFxNkE_lSqa?BI3>H| zAze7PEtA}b%eA>dvCZT6JSqSC<8hpENvbW>tK4ILcb&H~h@2Oz?T4l^l)IEzoNlJh zM+TkI8FIPL#8qv|FZYW_f8|QDo@vgF$>{xlqCRFWw2?3rpK2OdevR3XMes548BXe5 zVx)x+Ba2;QU0F!`{Ylr8QWUh!V`yY#+4p)S;DPp3htyYz$v05=Ds0=0eq(KXX2CIa z-jxiSa^2?E00*yqy%BfxY@{LWDyfd}D zWX@zZ)aHw$@Gl`UiSXmLbE{J{zN(s;>`Kd&zR+zU8a37mWk#Ql?&XN}PGRiMhS*T6 z30bey*w8nk=F^ zBG&+g4gv`^04T4ysozMye$P?M=#s8?a_~+CHd0z2E(CFZ|f-YuUAtd zEUc!_##gyLM% zl>U_4TP?QuvaL2=$(q~htD;X$$$y4A(>SGeBrtvzaTb`eTb(#AgZ0R2mH47;gWXvp znX5t8l5{)6)+NCF&fbA^&*fzR`d zB*A;+eu0!9D>VyG?>cow91P}E+DVzta{Ow!y*tp(c{Ka_m#4X&R4)#@Vs9T(aP+F{ z937rJ%lr2nnu-p>g{&^ozoq-Xw?45OZ$hf~=$!@|ls8wxM}k$+ zHZ%gxYg_f(Nr}N~z#bbT%Z#C1|Kv|8$v4WnGBR&{YcEwip@W8$Z`PUQId-Ot7uh zT5T}M3wYnG!9_f{{Q8(zCazpw{C;q>+`GVR#lF{_zx zd9fQ6Sy*VF2!w<>#gxcg>usY02VvlQg_D*@@_O!>R-nq|cf5{{)9bktZO7h2mFu|A zrsV1>(hP{;;z|1O3OhB=nWvL>jE4K%Ivn#j6L1TTSv)ff6?GO+T^J-#BW8CQ-QTho zBhk2s)8;ZgK_@grr*9DGd{vmEf!(Sl83zqCe<>*ryQ!tuwHf>>O7+HxVy3ybY4=3b zUAJB#xT>hwZljBhKYp}<=r%OsB~J9Z18U39nzC=@?I9)cBBL2|@A{e))v5iK%GkOE zz2E(^wI*%NL1TDW$)|z z03JsE+wr`qc{J?Kqla)f`dGy~x8JJ^PDai%2w#1A4yO>DgtQPMqob8_ek&c@3X%3o zLi6P?$LN)~*pGP^7EW}>QG1%h%r{Z&F0*1dxp^V4%34^~#rAB49D3o_SZtJ5zovQT)A5kDC4XdrpV`u(fjq3p=u?Qh|X zpFfZ>BhFW{=@X}b!w&tmRJ~OmyrXr5Mdo)SK6IMiCeAmVCz;uVQC8QlcNHBY{}Tq1 zU$x8$$>dFLM^hfdh<+;?*hF!B^2v_oK8e`Iz~?-?w%_4K@LfB*nAaZjJFVqbpFdl8 z5qgRt>ghK$dO4=PG=9W9JiSk+R;OR1X1q|M8!HVLT#W)2RAeP&x*&yMCg!ClcSTSuMdfl zqW?oM&U=Ta@U6vA0Xy=f4e`sQZg3mkOQ6c)N14^ z-rm}|t!zEtAiR$Xb($%Wxc(7{v$y2A#~|HVJ1`tqjdmXq{`PQU)!UR~k<8TDuoV%R ztw?~zueYw%Zjp@ypH)+9hJeTBw*M|{YpFol%h*drLlD}&jQQ}|gJ-+!YsNY0UaP%> z^QeJ~kxzk~7Xb^#pR~cVt%@VdT)C03C~rZY=g8|Nib>F>B&a=($hUULLE+g=KxPV0 z{cT(|Qu`;ddI2S*uH6-MJoMilM#W~ouktWhyE+tR;k#0Oz*&HvN-eeO*82iYT3YvY!L|M*bL)h zXQqd5<;qsG@%~Sncp^cca03PV)pki7uI1~1>szy$E5ulmS5-d)Qm#E9%vajWW%T}7pt1O>Y z?pZmTOhaab2y^^$^9v=gIV(k&;=D9GE>v}#HEyBrd4;^gz#K3fW{&c^kKX7&{TuV* zpxU*=EOg5~DxbNRfBQK0d!m!Zw9FJf0a1?Q-5=g#LCIcJlZ;S&KTU5ts6b!ks(18# zR6MH*Fz1Keu`Dl=s8uKpqS8-($)#?qg~3y83BVE(W4iE0?+^fk8Qm`q^}hG4l~H z3EyTktYALb?csGs6K!}p7|Ti!uVX$XSY|=1N&c+kue9hXOM|*++5pHm0XJxlY!cLJ z+J*0)jL4b&=zjISxgaBuf7asU%fugSEG(WIlWuSRS$HNKl+XlLue$p*F?0t~Mn)R} zGG)W0s>w&E)XgDz*|*WrQA2~nLxZQ`ddecnIcZ>;y#~{4HqEGg{;~XPQBiqmz=m4y zdKavYF1gXQ$677VuV2`R2CWDKD{}TrpOz1vsnEA?9ABLTLoEa8h0IsQZqE>a`3Y4l z1suE`a4Zo*=wDnLVOx3CtTR9BSsb!*==4z`84;3sOwj(YWkK4f1dL0*@hHyc>;kOS z#&`I!IF4;YKfP>!-B6D2aLN?7L2UcHlCG6yoqgnx9y%&L(n(m#37~-5^t5GR#nFnt z*75a&trp=o5orJ$fJ0Xh$j+Kuwoi}zx<`R}*teh-gcw!quA10tXByL*M$m^<-hFh$t-tQ+qioS`5KuPuFF1=HSNwVfUoJTFYhA z3q?|Yot*Z*`~E~HJ(~L_Eyt8VS)a#_i4svV9veaBq%I%j7w6QYrUfH@G=627JDM5k zA*DQb@ixQ+LruGwWUm8mF5wO_vw)W=soTdC3cCz?=pKoJck-7>f)1FTcspIs(Hloh z{K$6o*FN+(f{nZ6B;Fyd?(>|fB!}~WAuRY)hE(CP|AI_re5rdg+Rws9N5`1i{GiT8 zdvl^HoIA~N*;DA4EPrC>t3h$g>2=D;G|yWm+k%1uIGI?3jV6n}6Z(fMvh2;arRo^u zjgAv`SAy2lejXa#-AiN&MPHkeO~Z^vyNs)d2qFrqyPJbmaV8>NPEMEKDVmzIJa|ig zii<6Lz`mO&rp!}^P29*`K37=4lsltKKb8_1=^&)iSC4NGz3R<3LyWd5Fk%KI{*Z0GhC`KaA1Zp1Y3n(^8-e!_Nr z%(vi=Q8H=}ECk|)X6|bEYdt;VB*SSafU9W#cIK8k>6^nXQ(X6Hf5Sp;E_rL}QKw%Y za7zyndT1m(tUMWS?`BZpFz$bl?vLL0{EyQPZas{7ZmUmC5Ia=w$Qzw-zF z%*)5n>+N{hoieqH;deYNR?NM5Xq+e8Pykudg)-^qtB)(iUbdkL!+{TMF7QSpHhzLE z`Nb&PPC~SwxJ71AS}%G#UaqpZ}nAL?$=V$GIrNzQqdXK4nn@Tx2H{ z8fA21di6WNA6Iv4L!jbmB{awEqQWNQ4)UZ}@;zf`YuxO7fTbz)=_OoTIPj*Uc#!?f z!Urfx`X68UX%70(FDFl!p`+2Iq30dy7saQiZKH(E_@A{o#y#kq zowTnnip~)K((kQk<({b~gis@5FQM&iEAS`tz3;CuM~IO{&9?wFD8IDP-A=KM#=_d=la8nA8V zZ(&3MqZ$z*UA0L+Jpc8P4HB0hs(l!Y|XNdb%o8m zLD>Y)18V!RwB&N|R9(_Zcnk1sC5Fle>O$+=cIm<|KgH2=2d$lWTZ?#aY-lZdPu4p0 z48`-+6AT+GV@k$PjVESyeBwRR%N7>j0f!hFb}`$MlNBK~IAgGr&{&g__z|}EirA53 z%v%Huo%8(Lsy%<&H#_(0tYhxE&toFl$F;_@-)(Azyh-7x8B~7)fUd=5>3+O6lIOZ` zdRg~{BeNu8jQNVz4%Tw)b6I(j)MqGFfhjij$8uc_1qBU-_Uy<=hWj@XA8leJKZ<$D z>gZ?vF_zWUZ?6$0?sv(RaE#N5=JB8hqK<;Pexm7S^R^&?OE{LDr6sTbts9VNGD5Xg zR1%#g7C5*Mj3<-CiHU67CR4OkLWvC3)$4HD4pv&~I&*SDL*ZW-8W_YKIu8zacZ;d1 zeH_@_-`jI0MP(F^IM_ds$Y7UrcXw~Wh{!v?xJdc*=~GGyrQ%@5p|dP9;_t1YWr?mojqc106VC}UVi}$3p-G-rx%H)UVn4E-~T3YihuDj+I7L+r; zmz%7ttXxU47{%%7=;`~o_ZO;+)YP!c{4+8$abCVGDJ>QBIQls_D62ICFHS$6B``BR z%_%IL4dJG20MeL`xA*Cd-%=Z`u>T3Tm1SLhj_^8@Q{-sbi=))osHl8r4FTL(Drsry zLEOP^cV=@<9i7E|$q3a#nUu6NS5j2*)ec|$myBGNqk|I@yMix6O22-6S8G0Wv{+YG zTG|{RR{pnq&EJ1{GvIpO_0I!zYHA8Mo+;uMB!&?}Mcof@7itpc%CxKCL)l)v+5{c6 zy6(mYL6viaAmEM9>92lJ%xyK6aj`Q-TxmvG=6SM42{f9ghD2yAGV(-v;$O)nG}KB# z*6T;;UsZ>iM#xN}my7NnRfiHnh=ZNO@%M;cq<>n2gMg|d^H1x)2LV;*-`3zDpz2`# z(;6J~SJnA{^A#M**O|o^a*E293QTZaU!Z6fG(yP|y>&D+LX=aqeh*_MU%n3DYDn*N zv?g6KUD{~Qpa%?z=w`p_4ZJ-^_Ngl=DXFZ)2>3F?pdI>jfAePm6bAD}DaGhxkxk#v z(g==C(F>h#++CfRtn}_ZKp}A1GW$4>%je}46~*(JM(K2Ze(%So_LdEa1G4wFIDKkK ze_HOeZ+F4xbZNgZx{oL9g?ncFNk&Sl{9R3NzMLy4MC%H87|Y}{VNP<)=7a1ovIcQca4wr~D6847b*US9ricQuj8hxwzTuy7NM zRZ>C%R2xwG7XUIXbWWrqEFu!HSZkrAq?Aa(r|+9KFr&hI4vFoA#r_ANreGZktfT=z*(fSTFZ$eTNnmXd;S&Z1i%xfGH{1j*lObB6TpO%+lq z^4rBkM@zKb+}y-sk(FKzCDTiW{P^*MnAbkYmPSZuWo`~HJUKi(ysJyJIz)eWn$pkT zUzldD#_SD2<>lq2xVX4>l_5GBT77*z@F?7Te9Cfil&cjA*dl^Y7o`RfKpzk!AgK8H z9(wk{>a_m^`>ie8O5i~wr`TH=8O^%Bd9z(eN~6;C=;&zAhv$9PHFb3(gM%+dBM%O2 zt?{Gb3ABNsd@C!X#s}I*T3T9LbF;OLO^?kh3JT-NJn>0}StuCzj<2q6#b_1l}9 za7bz@Dll7|GS`^oBG)%JjIUlvzK69yCeiDOp{1n-W~8mD`FpXBewJyga&D4Rh(yxP z&W`_00_p3QB}^JelTi%~4NZ=#wbj)@r2#!52>t#2Td>!?3=rin=5f^-u<*|5C%!Cq z-fG@`O--yTzDstKlO9x5$(AkByInSiq3bQKUqBVwr-rNJRl7$+bx z=>ML^?$(w<2KP{3ADph=`QB70GEO>;kej}_c~Ml3Kzml! zN^cnI-x=`RUA8MP4@PNSj7ChjC5FHa3Db^)U$5sB4FkhbM1^uJnO?cK1(actw`S_Y z7=en-PE-z}rPk@%+A>e_V2Oui47nb*%_GY`od!Svs)U&AWVV@8 zymHjnCwYO4!J~SqM(t-~W22#=AuWv%gyH<$&o~7d#Gift}1rRIVNr5P?Bj z`t6&|qLuVAwh#UAr+pgMznsNjdi8?ZshhYiqWk`&&6Vo1vx#y9J5W z>8`*)7j5>v7i+`AC^C%Yd?o^yt9mLmXawvqYZrh1*xfk3iWcsr$L+e?PZJ~55daMD zjoC3x%7gz^TM%^Z+3Qa{^=Pq*@iN5&cysjzy;c?$;@NQUKWi=IM{J*4MkK47p*?%{ zY&}J;frV30EGF$VSi2YA?Mn*wJWALq^RO;MKEA;Fb}ZxUpBXKZl67oZ>`CnY7_0Kr~Skro#Qp%<*9Kt;kV zJU4o=29`)6KN-zJO@9R%^nFNsILq{T-hqLb?U5Z7>#e)$ft>sKa})@cO_g7<$R@8u zC9c8J1{3u4XeEYk7t1&_ud4DYoV@rsFDyq6p~Rj{cGg5ho_4JmU?mi`2p`|V@bFt5 z9q-K_ae>~XYiny{rq?5$dh)Vf1*R#`FUq;$z#T?t>F(g+;=)V8KCXB8rm4W-irC=k zN2GoFJo)2l8m7;rL@Wsgq0jR~A`Fujp3B!J0~J|W$qk8|knr1=FZ4gcpNoTwy(wy!XU-DWAtA8OAi$z@I{u`KvFpHx zI^CoYN)$+5fBg6{3WpxpdTVntlA{jAi&zK<7&*eeXE*mecJqmn{zejXl|iIkGYUw1!CG)m6nEhfOI2DRa;wIU(6P4o}^dL zRS>|2Ce6LdgSaR{*0VD+>QI#XQ0}NT)|@3zUCJa+MO$m@pN$TgVEiDA7BM$}5IjF= zatcU#0fh97$H&J+qI&n!U((&oTbjW7b#+^vArg6}fP)kk6f6lsAOuS3?9UG5P*G9S zODF3RsohM~)YJg%$%Fa88SB>5O#{g{#grc>vU;r!QZ|L}G4-@h@VXu!XR3meEn7=H zCsRHqWpCD<9Te6|aZdRD)n2&<;z>W)zzXw&%FezBOgNi`3Oy@JOGH#L0_`miTvVxw z@CeP{;dBV_@ZBri!0pPIJfK$DuQX!?kO{gWl_=}c`+0i{j7kk6O|R5i#DL0t+*aq% zX9!Sm!+HRU1KavZkX757wgA-6V@~?`F(lf*KN>GTKmR!<8JIenHrPdS=keYk`t1Iy zu4V_=dQbc{*n70iGa@3Q@0^6g6kfx~>_@DeqGG?V{G(_5D<6F9z`(??hFIo=g`BE_ z{BH&M#gm3|;z=jfV2`wA?@&i(xzA8`A*NTao;k9=%BPy1o`yyFR$7YUNQ$-@agP4= z8A$>eNJd}*r$T&CzNZdgp zVcNzW>j0|+QMP2Vg49|pfEfzbvMqAX_9o}OY>Aukq_3Hnm?9gMem_F1&jh{CijtDB zawj6lLd{;K=Kz$cEGwG_Rd}U^jA`K~aoX0mpf05C5Hjt5&7Wy9pZrCT4Z2u=c)#lB z;`K%0n$4(7*z@t;o1mt#u@THhHxG|+T6P7^g4`)osW|BV{{E}X`ck>F%=&|}jf)Q7 zE9_NwnFuH}L9)21^mB$4icO_a7nx6LFwx_P_Mp>R`y#*|KYkz*U7VevprC|=q3sW+ z?x^1f)u^hfPG%)1&wOH3x17j9Cw;qnN^bO%_I{n;=u)Jn{#bWBrmiVB$VsTu{(i6_ zc5JsEb|P2USL@w7Bxch`fr|5sr!BdaB67u%q2y*0Qk2b?GHlt;m;E8X1S;5tb43FU z_4Uz4aHc01>{%O;+1NFXKn6By{`V6(65ET04qDj1yoNsX$z!R2*9Xvmkp=FqD5b(D z)X*>Xj>yV7fZcpYhU~}S^tw|0ALc>-2dLKn(pUV7gbKaJJgL_<`W3TYv-{oZVxiXP zosuj3F(9-4mfDl~z}Eq0AEW@N=1p<`%$CkH0H*+af^{c4y1K*e%ti3R={Y$V^qhKn z%YZewl46Jp2R^P03=9kn?Oz-&*e5J!WPsG-?y1)f?@WSBF@j;V)x>jF`Xd2i0pl%# zjWwsPht!OWjNY$7h?JC+oSdAAHezDkfU~#6N9JvqSCp5p09<;wPz9JYBVf{3fE1LL zmV!wImf&p)l7xgPfwgFL)zy(PF=k%jA;wy)`pt13H|Gc+vdTn<0)1fm`DJX^qe)R0@ERhpXZncRVVanIC z>Z+fmIh?7$>;36s)V|F|y(ULM=$)ONgA^EX40RMc?5a8q6atN>N!u>1s|sL4 z`8YWbMk)c=u`)HKqNIEl%E!(gB>MNHf&zet4HA+4eE3fGTj0}UH#`8b03C(Tz(1P< zadUQV?%4;l1ig1If&u~pf`ZdD?HkEjuM@}#AB%W6Pl~tCe;h(Visi3HFbtT8egq~u z`nKT9+S2lJT>S{Z`u>Ux*nZO>bY$k{PPj9}YpSY34i8@gqEcGQ^j9KST3YIl!3Q$) zJgv}iv59hXS~xAlkVxV`dH(-#ao~T+VsDKo?#HHY>AE6vWv}P){uLr-o?s!H(Y6IS z?eRWpgm?9Vom-^7{|E#?yvcjD&JEmjX=CH%zx7U3tK5npGA2&_)d_Hsr^^91u(r-i z+`(r>!n~2FovfJ5baT0v$cBbsR8&^JbYnPYzL%raxediPN9oYf)_(5#$8|>iJ!7Op zujEvY+UdTm`2p;c!=KcORU$tO73J2CUzEKF*!dh+-T{sVM4s%dtgP(pCWqzJoSbn2 zh&WgP3gVQ0vvYo7AvH~#{bDW9c3^iIxfOGvV(pWYDuIDdMgcd)wY48HaICS(eps29 zKp=e)_$)w5-hgR0Xmw*mqmfN@n>k0uEW}m&AlGU&LB`+6Zna-O!V9U|Zhu#I^$z6m zG`Q<$>)n3~`%~8%!36722{~^7NbP@nuBxuCuBD}=sTl?=e-{2F=rPLekQ+JhWKDP@ zsIv0!EQpSdZfzCZvNJWUb=_4;uP)O2BIgz49S|VmJTW+k#0kO}3lkI7>Q^z4#)}*o z8G-vjL_om6hs?SC=LSqI-5OKiMG&UuZLrCFaFonNL_`va6qEspyS@gBQeyloKjNGW zt`Xm`#^9ua+UVHwtk|rqG5dtFgkdn$@^#>I78~re(@9^xd*gi+=_d!k&gsL#3e zU?SzOU%!&+6o-d~utp;RFeoZ20`iRf+qdJNxpqP5{s-d?BF#4@Vz9q_Nylz2%7^^* zaAybc6U)LHE%u5V&Sb~dS4j&QFe!r{pYCiU|?5W;VqNN<66u^371Awm~C z2QRl!3cD>&?Y zN$m<8Uub5vV zVRA#E(8QD!QeJxkT+#IoVq)U5;$j40-`jH=7w0@NFC-C8&e}H#WMVn4yW{?RJRAC! z78bOWlpKyL{JcoHX<&s*FM{>4{0yPKv~-woZ(m56)kKa;H@UD+{mt|35CapSPhsKV zg*hS!Vxa`-qGOgFf%z!mBmvyNZ==~jJn%H{vMH%An}X>f{YBfGHh!+nJ^Jjwfo_G zDjFLj<9j!^P=fg?BW1?{e$w8PF&5q^GxpQt#`LnuA-!Qi4pqzN_lyPdyI z>+K+r4)6W}u{tLs<1GUW&~zywdaANs!JyyhP$w43zu%J(`lK8diqF8nfP}oRE76OC z4OHZ(Toh+32Zslzsy?Ts`frVmsVZo*m3|UfE-t!{n9EI0KoaBO-~jcJeTPtq zXbebSUth35xAR_YS33sg2bAl-zUx0v1}N;+O-&Ik8{6BO1_r5*Fm(U4 zYgcxheoS&Opt+Psi@no?M{~G?rC7zIw zEXWe%G1l4>{2qaK1H8g|5}la0Ug2c@rMZ_3l>5Gm?EcjCq4>OjFC25CQkE%@?oJk_ z4@e%KzzG0y1AvrQT~U8?^ZQN2_J~oBpKRchluMbu#MeI2PibPDHqJZBH-Ps<<|6DmmKJz*cK}_g!eCp!mEI-mSON(d%toV{&9a8Og!09!tJQVG z>zWN!zfEN$y(-9*AMh{z>^&j)cFQ0<$KspU0p>YBKkwn<5*-(3q5I77Dpd+Q#^Uu3 z=cu(_qkW6d1rujMg2*irEH^jzN{!j`!~Ed^sH`;`5J`W1kIKu-Q~#o*m?K2^CoMi6 z<0abwaZiAykHqKY4q6bD5`T=Oeg=p)VgifkQ_TGL0I)L~PKlF;$r*>x<1Rr0px2Ui zzl_|p!6qrx)YQ0fCNWwf-e=}MK7uo&Qs6XS3NPMXy%3f(E5xw;c^QO$?55Xl@{J2n{pnrq{!_tF{rn{fkH#!7x{HR$y)}>A++<2 zt?S-pt=;>nh9|hG$@ASif*EcFaJkcFf8dEmd0+GI^yE6GBM_vprtQ|74pQTMt*n$; zsHmt&5$@2a{&GE(GZQ_@UP!4BNm|7rDCMJ6cC_C*@tB1lSN-~Mcm`S<5c5(h0Wcnb zNqcCAR6zISYCE ztmREv4%u!>f`o;lv0;O$mk2@lfW}5(?$txlmkcQu3&%&}Y&TAX3_;Z>`cM%G4cP~w z=3b2d*^ILtcMuvP{V=J}>eSixh&NFH2upyW{T^cpM=~zaI9li9^w$;_?*X3YQ?r+s7aB3I0>IeeO^uB|azPi8fM#h z_*!B|AOl83L_|kNhk=1{R*4}wnUVe4lb4Tg05$loA~SP&x>(+7JPSy}12a&E<;J;5 z+vUgA_#dRBVJoo;g4WiyJ-&mtf+*-3d0)Rq%I1rBFNCrD-6jL<`$BPpK`J=d##&xo zT@7Sc;ok493LEUNc^fT(ib+8QE&*svX)QInG*hBDv#_x1N3u3#Cehu$=bsPx+F9H<*wHGwc zJ{y~ag!$xveG4R3frv#S;&)vvpH@&w5@F3wYbVG&$X#pfjeh z^)EXSMm>sMJ|5Q9}+kFBwD%q~T7l(_a8i1P2Gd zB0l}|=QSt_0eA~!VGpOhi5@|UTvHPW5UR_K4wC5v`2Zm*DJ$=~#yI7KzxnVI0 zaI_Y;{b?X0d`?~Ko`Ql>mGu6V)m5zQ%1YK=sXBm@e0+RLii>L;Rluob7C-=QG}eXx z3FKX`oP?`pLb8g_AOr2N#0?T8i_q^~GBPp%Wp%jjVjRxfznFzaS-4v{ZN+Cch)GLp z%C}{AEH~?j*jcjb2@iUkFMGOaYG`(7ImHiFn7cKHe}N=*7e)p=+=AS5*VUS@d>ZR& zwF%rUi+)i-0jJ|ib8IYH3Eqa~HPExX|LjmIcsY%xa{yRj)L@$eQXpWsDJgT`)W5vL zd?^zC1{W;hf>R8)g!SVk zJ^IO!ga(R)I6aT`>ve%U22%Hp9yJ4ppdb)ia?)oh{9?5{@T|d)mNreUq*Jf2qd8`| zcSnyC@V3+|-i`E^;(g1btW@;p;*`|O*S<=R6hROUs_NShW*npjc6 zQq)rk>xY(`n=9(NqY(PxbXuW0jm_wIso~WqIRU}o`3qL^KA?85O-{amkO+BI?}uut ztHTl3+sq*12wn=bp*VB-0fiDIHh|a;%8q_*Zqh5H2Pqh`_fhZn{zCNtn9Xj+l>w-> zVCKn~S~@snfBN*j5*9s#NaR<5MR$L5MMT$YzipqzPYOXxn6o@`&&y!}nxR$ym$*Hb{< z)SsUBo?v<3MSSqoV_gzJv~PB^ILr{?54X4HT(&W;dhaKt#l&FRRQr0MP%=8kpLp`C zz^YSS^lHtKUtR+>%*5w9qyd73ulCx>$w^^x(g27db!wY(V_>3IA0t#JSXLKv_n5PWOOK70*Vwia4nI#QH(oqk`z>*^&I<1V1!4EO$tm|f#B`x z>Z%t20fr3(rw*SBALz!jwyo3;kfeDa9X(Gn9j+`dx4%T-4+Pa8ob=UpDlPh$Y(+rh zJ)AP*pq|JT?Xpk-gOTlKcYevD`~BR-C>VWRzkT~+SMARmh4jjAtK*(&PYGc>$QAdx zL_g>H`=yPH0zqXR3wi=g&&&*tJ18F*0o58m=Yl^#x^8xe(E@)qY}?|4dJmH0-ylHC z$RM^!o|2#$f&2iY-kUd8+rxhy!dNHF)7|y8u{N7w`+p(tEugAg-+fUNP$>mzCZ&L+ zl;i{j2@yn)P6?$!Lb{Pqgej<$fOK~^C`gF3bV+wly3RA*d!PM3yT-X=+(IKu z$?3;&y5&c&I z_xL?I&l|2|PeIw~^>u3ti&4-ejE;_~x_?S7E+$Uw?eCZB515K}f8ao+tEhPWG;Mn0 z#^iG++)Dihe*mmObQn50l)Uyj?FI zI1a#lvXkzR@j;}6wKzDrV)YajI~g@(PAn`e2L}g`RahQehShB(3telAEqPypchF>L zR0CGv<+(eYoYuR3)zu<_Y9LsEjl4qf395kmh2EENB>-hfdf}Qtibo|t_|>2`)!g)y z)BmjE^r-l|V((mSQWk1u%y^kp&F-g0Rcz6uUbT~VGXC`UA3suFNQ1wZpPxT~!^hWm zsL#7|XG1Mldl3)K&gwKpr1ARtmMv`&BC*VsMY)X z_e0-8t;`RT6ZAkkfo&+brp6sAiy~A{Z*OgKPF=i77b>c6$r)rpCTd25~$Vtt?<$}cReblzsHy1H>7&syxOA@}(4 zGSqw)E{#{{Ksz%uI2bPtl9eZ36U7)h8o#W#xbe~$+TBTER}pRx5fRaliWlw~$+vhf z&CsahjRpew3F$h>L_g}e`1mAyzN4)u#VJH<_xJKTq-sYpf^riI_EN|6HD0{+qzbpL zyz+b>vhdzwFSdjsJi3MALVhl(wegzeKYzS#BC+tRSeGfB$Po>%j&@gN0sz>J08Z*< zdr((?3v6jgA!15ORw-$!UUxX zo_ zK#vPf#Uml~_-=&OJ1+gcQos}2Qcf-kRS2jbMMRF5`m&%vgJleq1gl!^!zYyEIH_B( z<+)j6QIlLE1)su8=0KrH*bS`>=rhAPbl&x^j8^b`H*yzqqr;;icCSinUoIj$yWAG% z&XFo+WMfXz0gi_|cf2RMe3btA5QW|Y;q!B9m@Tl@W`aZowlxX(QSDSUIfIpED3TEFM+d!|w{|;+cWu&#=+R6EW!W0Rv%Z;+t1>l2$o*o2Jgc)^po-jnP+Pv{9FTE-&lq&#@K9QHdSt4H` z04p=px^YQe&hcpek4y?lc{Xo(49`|dK{b@QbB za$TIqsD%*cy#M-GRT)T;tFsyinV6WMka-^siMSO&2Qoq1TO@aY%u&z5r4~{i@6!)V zN`khH8VcU->MUz6P_s}8XFESBMj9aOxba%l8g9-fm74?4z?As*es$R)O0WE?5Pv9b5 zHI#&AhKN%Vm5qgAvCJeI(Gbp49c4`aPn8471ti30OMR@Oep~#$20gw5Jthr+qZ9SPLGQ06c!;u$Y!e#AW&wTkjAZA~ZBm2zGmUd42fs0SF_IOyf`crA_Kr!|H=*evOm^ zliDUG#MsyX1lw5bP0J3l`eWjx;hXqraBvVXe$cTH9NoKf=ZezQ-K0(4V`yS&2SE=2 z|ApFO0mhGjK$RIIYR~3tnb^Q#5feLu;(DPTR^X@zXC??6JjJfNkGOAHP`h8e$@jXw zbd|SwI5Rz?guf`V<~ygrX_~;xRuM=PzxC=o+#3V0-(`1Ti&lb-kVnd)4dR>*p}lF- zeW>sB^z?xD*YE;l5jGU?G-Aga7qMFb>tF=je1<@D|6Dhnl7=rVb$~%BiTIbXW=)+| zTH!N%iHd5aAg&>$!vGBv9!IMf5QLX$VJ={IyWOC23G5l+te)$mV9AgbYWp;DedJMbl(ct@3+RNN&#R2HWDHS8lcuXKA!^L z^F9c_mwq&nFWud6QM1SJ?7J=RT3U`(mgMIX>L)H6d|RHJ^u{H8O!l53b!pnr>5ad$ z1~BC=sKCH_TSTa;vho{$e@zVyx{ISVuKfK+D=hWR8zvbbwKVih+^+Wk-SGX$mJ!86 zcs8NA@nVMGd>o9G&jZL4Nk&VS0CjU@wG;}Gla~i@e);Y2zF0Y#b>YSbIudrHY_yEcq=xb$LZ<6TK_}6Hzf9xin1trjIeFaL`0#%bGw~?fd@JZz;fgRE*^GX-T~+x zt@Zv>Z<@k1AGz+~u7uQP2*bp|+Tq+QCnado-gxRT9UM-4yh5&8bHq|=>U*_O#A$RG zZ+&$&7+v4rzuTQ8-7YHL4bBmhA;6dOv(8~RFkJtB{KC@G(!jt+Jv!F1@hh}cuYNSX zC5l3f%sh9(InPS`tL@})2dHVY-NnzWYM|D?WKcL*KkVg&6p`-aFl4}zE!p|BV{rY1=! z907U(++0hSc4m1w$iv*&cz~_OGw78tK5D^eo0$BR-P-fGF+*`jL09j_8A^JhX`GtJ zFfK7MOeN35lR&{hnU}u-GTZYOhU>$nmXyN;UijBqcEE@XF;E5s z9k4rrq>a69qn&?(jGTN2N_(Ic#vWn!`!|nXT5U;P@w-M^`bq22qgH_S!2x*Bdi>Yg zFrBD>^QWAwtfO()_1W3k5{p6x>5!Hu@o6b3T$$(2vTnC-u$7jFO>~a_(y3_k+_kOa z>J?iNL!USbzouT8DV<&zYN^ibx7vq-2t?3qBe323dL{{dfcRg^f6+$bFh93XhQOD8 zd97-^&a-Zo6jZlZdk*X4C(y6v3~ykR_SPWr<;d9WPZ*6XV!9|$Xid26gL4!sdwx1xvnCO{o839FEpbipvUI*PN z!+oGW0f6Qf!EU_gX0iFPKJZiM$CtZ>)T6yG;{kM3#O67=o;2Wb(}^$52lq^MiPo_} z0>^+1q2xCSKX-C`tQn{79R$(VPv-;xlft71gnz4N5-qpIW#5f~Esu(5t?S_$4#&;E zqaLeen42suP;!i+1x3yJ{5t^|PH_Xc)M9aCYRVvL64Y(|!+11=gy-n$bD_Xtugmv5 z^N^5eKp-Q}O z###47-rNQJuy_oNJz5+~3BrIr+`gRxtFWMI>AmkHpr{^GjaS%I0LBDLP}4*IU~3i@ zB_tkrq-He(J@Ippc7sUReGWgQs3|M+9$hdByaU~zGY~`=P^Ec8Utb@%G>A%$Yon$W zD~BsZoxt!P?yYy`;$xmPmz&cQXA@b6mYrWM)p}Ep%_gcROpXpSu0_B?hv_Is_Okdv zRlNW?htb@6O?E9wD%giA+C4flGBDwtLV~oz__Q7Jc(yGfhXOX6C>#B|p?8_$6F-S4_>!t}gQFpjw1jwn!lK zte82ND{zZ22#}rbNUl%lEb^mItlTXe5J)05^i2CBmFoKjVjdmzk}3Dbjs~^MpAG&# z%jwv7-WJYoB7E&y5Y#HENru?jWwqShk5HZR6dx<|AdUqqUr`nm6=FbV!9ppN*aTeI+CCs< z0r-z$7+VLFBS_8)v_9EXaR#rbRhoPQ0=cWJ>q)E--Qv5z!1Syv*CCwc5u9t79)G>} zYE$QylB%N0!0+hd=ZgdLNl%*6JSkoGg4VxFJ&Ag&Z(ug=Y*>Fqil1=K)QQ;&>X$)` zcK~*ooPvV%lOSAu5XKO47Wx6@c{k@=nd@W5+qYYP&o3^LlaOG_U!k0+s3<5oRy_DF zj5_0{Jn!&1d|uHhc1Bg}H)3dDKnLP4m}${4uXs*5oc}+V*SJg zObGIBQJ?GliaPma^>fb9Y4GMYsT%_Hah@0#hlRy^UG$LgSHFM&!`etv#(JVfX5 z&JKrY6l#NOc-)SaRrv7QONU8xTZ(dC1D=GNQBbV5vxQp>Qip3arP~8J=HhiZ zudIwe=DCT9iJ>8nNf&J(wQD(aRnQI@*Wk>)bTVNV5GV)T4G!Lwaj)|i0S3dKE-~$W z*^~U}!$k+bbHG@UZNVz-g@NvO@8*}5N+lPjgGB2&RzLrf`Iq}pi6z=m^?KqqH)_ekH&9> z(AXeJ%Befk6)*DjoDUYjr_J_rD=Y73E`6)4sxq8a($;2c;)w%~((&=J)O)hY@xXw9 z=18e7>lf?q!5VroVDaXKM0nf992v($D8D*?#(AoWXg6lI^CR6YlwG2@?}K%^ZJnPi z1FjFmH)!ubpK1lf77ZuQ%k%T|#XmiUJ(v4)1_uGI0rC8bN8JQ2Kr)bd+rX6~C-*QJ zT!HEt1s;uWaRJ_uO#BiZ{mvt3{0np$E}`_ksL5_4vbT$#9e{v?t}F71@f5}BMCRGY z0daC&-3`whWz~PqZdp~-Pi)ve;82(fzvg+qVSBt~LtNaS^a@0&f9Xj7yQ)yWdwt+4o0~AL=lT4iI(aO4ehTj-AOCz!QB6!~Eh(%(p!_F1E83Bbk zXsS)k%^7;YfI;H=qa@AxM)#E;4#jG;Lf)C30uHbf+uh_0h#6 zT*TD|0N6KwMe(Fvo`q5rZmy!5nzXdI(i@C01r$CgP_;fx2QC=22qY!)oS=3#AK*YD zYrrhKe{>W?!8mml7Z<&;L3YnV9mZ0C4C1e%rNVYL2_-re)zF43_PX2FJ1^z!uPiFA z?(Mu+sXL%J38M}mJ=Kf`b2&8Y5I6qmM$=)&q;@4VfSamOv=@56gUx0dI5P-lB4ETy zK~#C+)hFf>1{$$WT1p2+0|Pz0y6ktVC(ncidg?bkV}ZB1>K~zl`K#I2?07l^oLKhA z>gQcMp!ceCqW}MrlFRc>Lo?|a;%K7`O6JYmB|hY*@W`P8%d$+)&0Ra#o_G5>YrPMV z^7p_%8~u-Kmpan4JN%`!1J?k6!67+40ct5u3_oWuHUz!qq;Q%u` z8w-U%q*BZTh#%xTsH8MudO&paQ!7|?B%Hc2p`qU@A&qh}GpiT9Y=`s+OZi181tn!w zWu>8YrcfV;!h z)fJ?qIa0WIcwkofkXZj%E@Z$rU0-kenC-CvWdDnAZ~(#+rbg9ZoCDZG?pJBSP$}m<$m#E2aY0Yq4*6cNJod- z6U1I0OxK#*H=tO1dj1ps!QjvkkXr7bt2KEF+MyX1nYr%x75Z62C$?O!`}sUCas;6b zFP=+ROnUBGa%Q?N_dK(*M*zXnCc#E>`DQ+|=6T7X>)NmGsGGeq73wzW%P^3Co!M8c z)Sb>8X_Im7y7Eh6h9Gr@@;*F%;)Kg1mB~I=TNtaC-b?D6Tu*8^-bulq6yyOA)_Hd0 zY&JDxoqSzzZ*<+Uc71$%tD?$$ z0r%=$-s)oK<$}yL(4w%6nqRt$f^YQC}jlI0KW@T&~5gC~d8krCoa~SiZ zWsmJ$WIHQM<^ACUVFKv{d@{R!kY|B5_Cp!8@O8&jvYl;hu)Uz<(kXfwTt4$KWKvNx zabMgiSF0@7Id}*JGnAA;iMT}$z=D=z@n%@<2RVAS?&lgUMA}%}mwe&gE4uyV)NG`o z+i~CI1#TS}qXBgUmV7_$hZ@t9nEZl*?p8hR64q}UCL)CzdU`OZx(XnNl5)HNF)VCs zh6>50EU!r@taV*i`7WIXQ}S!Ny+$u6mXq3%V<~GZ%#xh~z#(H^Wxwbn2OP`k?0h93 z6U3Mw56FN-EgxaE#RaFeiwPAHQn|_IO-63eB{V*fm3`N>t*YNJZ$e`{UMaS`ee+)F zn19HX$3kZf@AhvAyS~OnnYjbx#%zkwZnB>Ha&Zrzocofgo4B}7xweeYq|GTXXbhy^ zANv2)@hpwzx7G!|g6lF)jT_zY#saC24ai0)g0YHJwtuN&XelbJRBCz zdD0j$&stDk{V0RJh>M?}29$E;vl6zrV$dADX%b$qP7+g5QC6-$hJDSff=1nEP0XB3 zaJ;p_<@soNs5zziOO5L7Y>Ul>AF?q> zPqQ^kWJkSza*6yTRE_{vgx`AncimvE>z)-Z|5b9Efux6&x_fq5F$K(0`J^Yr%b4jc z{&*69eti|wTadl`8gIgh_N??QuuQ)FmocZVbM<}KTJ&{X>#Prxd0=v;qOveIzZS5Z z#{upJaevgkhtkr^M|CA1o;%HCftJzLSy<(a6UJIRki{6T2pex!-@p)T2x!KhKa_zm zmH$J}>(ld#M(#iq5c9{|;(i6I`uUxWjr-w=Vs{MhTUuD$eK9{fd&SJ_QbSTU0&MA- zkKaesPMVvU`4iBD)PKunw>M3X_8$=Ks6N?~G%vMxsVUNX`bxH61#kvIz>NS)#l^>8{X085Nq?Uc z^d|tz_M~1#T(CdC5gZFpC%CHa*vzkk;(t#6t*dBa;Bcb_YqXnEciqN-;hSN>GvY;_`T zZrn9Y3Qj&IS5~?lqUSB0W>pUR z#X}~ir>CK(JN-DhX$iAxuyM&SqKJF$)QGb!Ks7;H52-ey5e)6_zo#=Q;-2Jii|K2f?Y=De@q_~&>cdxF(;EhK^z`Cl zv%YKgSsez3hCjx#BcAVrECGl-NJ(_`y3Wh&+}t;eKLOJ4UG*ttbaHk$jH2>u2;HGu z+Bt$+TI9t~Vjx06Z>)q_$j3nKQ&UlC>*(ZZS0s9--6RjP3e`6?&4|a6QGe{~5e%9$ zo-Nn)nzXuIjF1LY5ja#aHB)O}`0p6+uVm^G=w*>1gw6-x3%V)H*FHJXjvcrC*57-O zlRM@T8TCa=^Yzl&Mru|-r?Ka_ODS4E%Xq5?7j;+q8$R6|Kfgsz;%fWFFu;*u-~xIu zb)Z2EHrjGtor8_d;zZpU!10dK9HqTb|F^777yhH##;JClP=0U0L z%@E&h^1wdc+BlLob-f=5hv*7u9WrNC<9k;0jnMXPfU2qG(kl^A!5nSvkNJ3g;UjX(TCsdvp1W zw{8n-;tAM_nw(A5D7b)PLBfJhEbHld>fwk7_2i`?$&$Uy&BO|RU8!^6aS zjEL#WdODz>KroZFLmg~TNHpNZxPyCUAfXwz{md|E)lEa^_wJ{8b5o!3C%=BRb>A!9 z5zaZ6hWAAImdI18Tb=;sLk$PnjqVIm$Ad`PO`_p*rk&w$4nJI@tBXat?t(fM%EO&$ zlvtu8=yADuc&-r;NUx=NO%{;;dI16&P&y8m+ZcLyoC4s!VaM<^N8U^j37L4r3B&D9S*Ri)K}GoOV^@XYd$%lv4g^k1goZ zgF`|PVjd#g&gwW6G2AbHLP&tj@o-&dj`BW`xcF28UR0vAwC6~c#;W$9`US9GMO~eF ztz-Iea?SZmMGnr+2dVO3#3dvkuzJNA+!x#ba}hWF^u|wBX}ARKSKzpziZ{4#V?kH{ z=g%LQkeE^H zE(DM3@12FzU*|s`lhiRO#EsT@(p-GE4c-;f4B=`f{rk7;(n`P|P+m@!^ww$$2LO8+ zC)TKtT|=j_-Q(e^{JlN$?hPUPpmw7*#nUh4uUpnLX83KEKTOCUSWorSRiuUC`}XOa&LdmRaGj(Vh9Ryvi5S}e&qaq{!4eOKh82lt%Q<4_Z$uZZ z^rGvVL(j9PTNez=#Mvs(tJHpxtlRlLnDgPh%R3yEqa}K}H-zFi|1bQ}vi{NYJf-J@ z!~gh%CCnj+|Jx@l@!aM8mlKwFczNM$LJMo#XRq`PU;OKdgPh`~_I6KS*h*MizOuH$ z9Qi1~`3R0Mw0#9frP#lqeW`C@_k#03KV?vW>+avf3GM7{U+7!nU3H3C9a~f*GEHpW z6!VKE)S%b8OGqDd^(r$xj=y}UJWe@7kUS_cPA`(q`!a83YWB>)#9$Sl$1z;yN0%KjnD4>w4I1CngU!> z>tZ0yy<_T6GCmFM2GkK?u;Zf$W_nq8%eC5$BXoDay-~Je{(?B*$6W#RBab^eI%Ii@ zHxNim(>(#tX4*aN`xvyeJ0P*u2nG*OpPWIDLh4RiXr2YA-r^$N#qKdGPZZR&ER+C6 zTnOMH!<}jU1CSngjC3_L$f>C#>O|hc4j5RHAn1}=!Mtc8ybf6 z&47Lf25a%m+S2l-4Y3l*osOk+Cku-eP)mp)3&n`F#dY;=M-_>&X(#jDxTDqXAnOpC zD0!?vcN;Fzvdw*%4oauZX{su4s0Hy|8p;R_9&t}EGF#a-*;75voBuGj2BFMp%FN2@ zCF`{n#X{rWL|4(U_lO#pNOH^lcW8smR_CWr#HzBdUga}Oz$~(Y=3T%A-US80)DNIq zTHSw*tQLUTVBH5(qROB~8)YJa^XmNhlb#{0jt3gg(j|byi(I||6t;a*d4-P|TJF(4({tC3ahw2qgCcXcaw=R?FwoT>gdmA#B^tG^h^V9yC|gRzVkV28?B83 zDWu*tDTm&*_a!yVQ=?p~t3{Qbo{>Kdjyv-<&kL^K6%mo6c>~SdNs9_QB_&V*PjacR(4QEf4*7SupwX}HLh6H~w1U`+wpI<>zE!@gV z!ApYYt-Z`66NM2jqw8EyLyg5s{<1Sg%Pda$qE_A>91%qEww|3>zEo!x zt)eU__|Z-|AJSSulg^i1 z1J_m}`TZvWJq59}bpY2nO3?*m*b6)8Wt7{_zEekrVU0y?_qe)$-Zy28-4$>^tUEGm zf*I8n9Y&Hn^xRqrCbCuX5LO6|bwJx<;VFznva6ylxd(&}mY7FmZ5tuqoj%eecXhK@ zL3Lhqy1ct#ho)z79he4Od<|DwL!izqf(|5-okNCYkg~eTrnwx?Ie%*_bLzlu% za@Z+727%!KhdO|9ffCc(w&OnT=@u3izt*m<=n#P7-k|#;EaP34+&(&1*F}|VL`B|H zFgIu*gJ6g&SUq8^kKfqHOJn0+O2Aq;7#XEDPM-0i7j7!E+;nA#J9>gmx~D@Ry^Lc& z({jBuV{>y8lrgpuo(`9=~GjZ1h8bjL0w>|RSQDyYJ zUYn>}?|5a@+&I3IFCNDsxD<*cpOFsPEH9(4vgOu_+o9fBXg=7AxVe7f(VS5#u>0*C zge&~9avNXK9-!HsRE1&E_K04&Aibcy5oZcFNs!;|`@80<`~^aOf%S+Cc*3ee68KlZ zv}rFy-6;ZtylX=CCQLvrSsmbk`~1y*W-DV`Lmq_TLtV-ek;ta7f+!WNl8hW z+3)IYFy)N~wTx}PJB%a%_4WFR=4PTK+qM1Xb?%|651xlFcNBOQXJ{dmpWkP8XnD7t z$8j61q9|>ndtYYb_>RBFU#qa=*lgebInkMXcCfk>6>3yrd}*!F_3)a9RqfSF=R)G8 z&&}cx5a_MZXIax+{D*`V$UJ+|v9=HAoWTRsxu4#M^PesvFEC@fTzZO+#)+p|xPD)- zD~W$NxsB$o?jH_IL5B|NL`S>HC#pEe+o@bxkx^h zgcR!fwi7VH@7}3{=tu4>1SW3pZI@MEGrA))%C=W+Ga)2PRX|0pXV~?dV-@|EaUT+89R1LyS)9QS;oE;5@k0JHAR%MHn$pZyt1YLIm@N^ zqEFKP3QC)C&F#X43qQ?EV-~~&?Du}Hat5${Jc+#+z#^Y=Ov+QKf#eqLo3=o0 zBlwdUYlTLn28^#=VZWm~jV{e@eyp@(qFL0t`18u!P2&IskAu^-B2UVsHh-Vj2JN@x zawy6@wiX>72b(I|erJWUYw-(?wFpkrx+HfosGTkuW!)I!o*1a?8B$E|anX)SWfEo^ zk$bqp)tdj^>g{MsIvdK9VIlMZ>OIS?z*X|Ev1Z&aQy;QFvuxAYDLm^XIKWm?Mpb+% zqPjfw7LlemAu`;nt*MgUYtB>HTh&4HvLUo4jZx^G@!xC6xqlO?q{!grn(Lho5Q#8y zeYB+=W_<14l1*Ewn`&cDGwHy5-p)f*a&2o~u4Nu)!HLRiLqW=dgp7Z_z%O5-szoy< zN3ser{sGb=MCa;IQ_*EL*IQ>ph9oAu6m1GhyIt~pP^bB7A znSl8a%Jy%fCClh`dT+jYMr2UlN#9z)+Ic^BcOU%LYZ_dBdLvI{P~W~i@GtJn#bb9z z@zW6WT(_3{IS*D^dSp_ zJBnapG?Bq!>hEGD03C||Hn z-$3;8JR5BGK4k02dme=ODe7G2_=>Uh!IZ04Tx?RKYNIJKP6u1u^jLMgMS4FuW_tWw zQ_Ko-JzljG>Y5q7dlt&#hxxIndwGU5-}UpxmFIHxS@Y*nai?K{gzr|l%$#S?%U@QA zghMGFpjgo@@zOub@BLVE53Z7?7_`24@xovyQFz^7r|Mcxfyo_xaP) zB4qo@fuVwgsip4R(3sY0?RSQ&3VY=*mKnEVLfEsTkG2Pf2(*M9Mrv~Eo84?A&+mQt zJYA%=$`R4*;yedy2Hhg*;E9fv9`U0p%#@(^2y?R$8Jj-kq=@lwK09u=sw%6ooxSR4 z1!9SkDosiEx4m==t~4Us_9fEZcH2@5-Ll%s`zIkfs(B@0Y2lfK^XukSX12CHNys&% z@_I3`^n~2;QdZtzBbYi?7k(+<{`|!cz5i#K@*ggd`yswQ*z}R`wIaW-+D~Ll=Urpc zqi)z7nUzEz1z;xi(p$x7q7M+aBfq?d5WR&yPy-YD&_xU_PHz>ZVUN1;OCH_|JknN&Kgog2BrclWFe%r!V-&RI+Md=@vA;P!W6) zh?jrPA|wiWSD6?dJ;vs4ly= zI(Y={q&Vuvb_T-O_0mo`;~kHgF8s9v#AW4dKox^rB=fknsi_(rl zNO=QsrwcBh$XsTIKST?76n8Jlwdf8rR552J&Cb-*oho)Ep}QD*HRFu;e$D8PO-HP+ zhZ+7}ik-ca6{eQDxQEDO5|$3Xbyi~iPcKw_)_7sXl8v?V$=(uTU9@hrzk*5mrrC~N ztnOp_6r^rtZv)R&mrn>6BN^1Knp~lzml|XT^OZA~6!v6Ji<;S9EzQI9~F#CcmMG0&_k4hldEH`-$}2 z)Pm_SgJ9|`1ZLSzQkNA|=G(W!W>sBdH?-Ijn=?Ab?BjRexzR1R^-VYMmzkh+<_Wg5 z{Shhi*N_|?^e*xeqDHJqLV&cm7_YC2X<4b>kYz zbO`e1cj*VH9tl*4OjlB?(UMlz*qD6W)RpRl4FoI;1FkjUmEpb`omIuGJ_j2(45osY zYCl1`IlTUe`l!z2IaleIy(%H3nk%T_XU3_6eoQR|dLgJccM;3Gmd0ETLPwcNI+)KE znw4?Oacb~MrHGijm;2?glMifytgj95<|`1;XqD?B5npSTOeO^#u`xG(rm{!da*wrj zG(|*MCwo$4z%ZTV)7i{9i?^DHMH6B**X-Qfx$#)Yo!*YvWat(?`}m)xD5>#Iw@M>h zTczj|hEDpaQyZ9z=<0}zWTabFx29!}w6R!(XheK3H#u{TlO)TJBh zsjv5Ai~&zAIt$;LlUXBTiPIv!Vw^;%>*=$Uqu#l1E-{vF&Q-QCY;!)nrCFwlNi0i` zf05Rfi}VX0qI+5zuDOR3VTbT;#Y~4X_fRh0V=_zaN@{e=Y#u@cATz~%I(Wm|_ezG5 z&C^8NwGfJ*U>hKH!!o7gwmI0^|hV>Y=1x8z(o70g09|jgS^VZkt(Uel(9{ z$!yO0cyes4yIR-ZD)x6PC#$16pYWAfwzI0oQjy+_izc+o&it?=vl|y`R{QuJYo@gA zd)ZyzWZ7rW`VNmvY=$FmHN1lmvJy6HbSH~riu^KWlPM+FVlz3A=E;|wsF2%6ow&bIDT#3AfMM+Woo6r#J9qbQ^Z@Ad`+QO0 z@@Ko(=(29adZ!+yK7)&2wJE9zv6^(zV#mDJoHL#?jMS_O36_XA?@}!v0R18Dz+cW^HxGn zg{@29qmfOfh8(D!!U4Ndi|H>+e}8HrHR!0UXw3ZSbFVXOuFg_&g%CP z5k$rWTN8ws_qoN|c8Z?L3{;a!OIeagimj|p*(SRCFZN-Z{o{PkP zUj|iOv}i>@lfb~p4bqz&d+)O=4m<*$0J@*)? zHS(d!m#9mwQW~Z#uZ!{j28^p4d&V?BoL`q(zBY)F4&aHBbH4_f-&l|HV4G{kfIObO zd@6#P?R|(6O-oWZxxAl#Zf?4ZVW7*Kg(PWV-D)swd0SA+JUF}gSBy%Cs$EGlz=vyN z1?p@;kzY^}D7p0x?p@XCR27#iQUKVPn&UPQV6Au@GcvHAK*wY99;(Flf67D2TRl6Y zd58(&+O{?Ba_g!?c=#U*~1S*T{{&c~{8g-G4itp-5U%`S3Idc=p!FaIyXd$%SBx&OHG|o)?bo0+w>MHWKZ*Ie79a z!dhncNM;{4o9*+DhmDn%ZzDU}+Y88~rKNRhp8W|x)O@_qS(mArRUs@L+cBN@g!9q= z;kfv3+wA|SHu|?6_6L}Ze=%{x55dmPhqegj?BLzb%g{k6)^Igw>$#;=EUkt5v$pp& zX9bn!=-njyvyo__ZCAr?AD@sa%f+}xxNK9pIlKDPrZDo_lWP_FKQm|iQ&}o+F^-7U z7=@0@lnE;G_#tl3JwtZvZtU!*o989<=638-F}FRj6CzyR3{yr{+Mk5P|A~jFFr=YQ zNu~EF;QLNaasYzdfzL?#@#e7dsWC56M+@ULBv-T1hHkPtx;&Q*a zRcuGMYMOSo-E&qF)uLbMi)cNyMa{_cEwRlmD0+7>KyzrZH=itD8g#4kwsUFx45HaM zFAS^B%`-x0^eU2t(1qAw#pL3cPepB{G2g#7v6I_2CCxPfOQya@_+Jn;)RL%oeh5D@ z!D3&l1kVB0xIXRG?xjQ3WLfWRn~dhjeG`}0ThJ7=ighQ2B}k`zZxA1P*5dwS*}31o zNSZ*0#(DqSIlQ|}oV^4{mM{Mh+l17tztqw@WZLn&BAJwOrZl3mA7Pv2<=g2SXx%`o z>lXR-JKCV9DL*YJwz?%qt7&Lvu2WA)P8l2tQ%ukC(d%_}^28`t z>Dv;hQj3W|H-m9f2p)&`!F9Tla*WfWTgJO~8H8GG+I~>CnDCaq zN>_HnZqOEY`86JSuxZx9nRj&Ld00*3qRfq6z;V9B#D+3q`(?m6SG{5#6s*m-SM4!b z3=zaDLye)hYP4NrR4)PZi=RlcKPzAgo8MDyLB{F{tZvFE@C2`Isps|ObzyD|orA^C zWMr6o%BbCeUoQdzvx&W7ks7AI=RnuU6pFan1)bh{Vt(eXfGNtDAHKU6jSN*5+*gnN z^k$FQNFyq>tm^vTZ#5ngQ!j^}G0bvs{c~J{W5F(ucbTHly_pwCb2vKIq_qEMi6&Tw z=Z25G+O4DaUAN~ty4^@W`M@pYW+&3~UyHQSb4aDCcZIGLva4~%hFTpgrFO-|zXJuB zT`sXMgf6AuN&JBnsn{Ehv$WLWUuFBXmOaMpZcDJI)6(~LlOF#a;@edhNYNsX<#qkb zeK`sc&`(u38ozqg)mL%eCD~SWsilC~b$P;!uC9mO?ey70(8ToY37ohzN+9v^@NCvY zzR_+qyStxvDGq~j=1a7CR8{IrLn&tmmr4%RE7q^n3y>4j58FSfQ(CuLX^kEr=I7?r z-zOy{8MHU2#Yqc&kriR>kq;Ca(CN%$Rga8Ll^ho!Fm5>frbf0 z|MLaoCLcLG>z%x-if4;Qbb8JB3X@HgZpX3XKnuXw^l&z1xi##C`ee5^cUZAKZPmQZ z&CvSo*ZW5YS~*hTK8@{&SjzGSQWtm#UA>Jp0=+9smUgO3nYII6w*^{S4~~ak5q@9SH)CuFkt{SWGh80U zp{^vVXq-5I1a(GhTfPu0x636336z6mrV8hgr=XI%!FT}T0rx_8Zo)+sG$Wyv6leNPeJ@NDZ+&Q)69CuCk_#txMT)G_A*Yfighl))8 zC!`D7MQEX$6>3r>Udk=5!cnt4yGmQN*wA|=?hR&J3K1?bOQZ4-1zJeCxzISOusiLqy9D=^-J9dQamJw%0g(R`{2W*tf9znCxR}Q?j%UR zlXR@f39ovO$ThB`5FWnoVQbZSuYxHE5y6I*(QsG(Y#g<08R}ZNVACp&`m}-g`c;&+ zKc4YphBfeKj?d#iuB&k`*kp*KjyF88Wv(E%Bv7=s(Jcf>pHE#3VrU#C_zr|esJ>`G8r~XT`~JVv zKl}qkeU4DgUir_2XA6edJUj7drlet5~kQ0{&-L z-E+0f1{(GIevR||VV=>Cj31pIDrSyuU)Xq^hTqf;8bNpe?UM8LA9+K)S3an$Rh;vp z5jMiZ+l+AKI9D68LT-xEPdIPedAWYzU*74a=QU*N(k96*uV1HI%ecday&E?rfpX5rxw`UO_2fbN!@YmmkW8Pl+ znar`C=SR~Wx@`wE4sAuqNkR5Eny+b}Ev_~f$(*Y=-fTCcnC|3MYekZt)7#sl5k+LI zWe0}+eSbCO(S$)om(I1|evP>JPbmHVDT9}|iJ`AL>hGJ9$7k#&JDXP%@Wl7R{oZ%J z&OK~*`PBLq4;j$=X4xHrpLuYg%4AZt0oF5qZ0#TuP06_E$jTz9s~0tXORI1%3nL3 z^}a3(<=N%VYM&jFJ|MjG|MPz~xnQ!7Cmb~Z-svYdK{ZxzcAJlH2Sf^>4+T9DNEASO zr%m}7?$idc$wQbb0qqS;_3(wGed0twfYt$iXc+kd2Zw$KFHU1)G7RZ+Q9-W^^}<0U zoS+1^hbb-Kg8}VeQbfc6FrhG<2$aw;`1EI6TZIRs4=s+*V=yFsc-z?AtXJdm8sz05 zH-ym-V5WqzjW=)HFx#rb8Tixt6|BQ>rj9*~A?vx=EeHoBf}Q}Bh@sdvC!gR+KCJPH znFaAEoMr;UNoC~X?{wjS>@SsiUk|J&V62zHvL#7xDz}*iO4Z`54aA_KV`#VmKzD)( z1DwW%g@xiO_q`rw)dzu%{0qNzElj;Ho&!EzTZ|W$%4U++M;Lbkf&d|p<9(Rmk$?|I zjR5BR__tvCQgX6psRhQ)0z-#pXhEIo2IpXii;IIl2xcpIczD1~?)JRH%5uOrLt`_EAr9YVH-sENJf1H1HAe$J%)%dv0~5StSa5WoR~AV-wJJ)%8M z0=6EG8M*?(^5=c4z1QKM#hmLz85w~*6pSc@pUhrxadV4*hY8N_7CoB6CJhY&TAJ5j{VdQ|Po?lcX z3`RbCdl)x7gu3?!?jbBGFotPY*rtGH1=PJ3gg0)8OBKO@V$7ZPJUf*hxex2?H#_Jy z!DC2$_qi7g0Usgghr#p7?C>Q22UFi24&>jq9|_qR**l|<5h8npN=o)9BT05BM0RFo zilRc2WRH+7Dn(JYtVkl!l4QK+-Shn&$L~4bf1c+R_x-uA&o$2Lyv_@PvA;a%kL1Df z&bhmvQZagvoh=RVSDe-`4gP5lUw(c*w#@KYSC^N|{Fr7)!-Uk8$jBS1sh)15O_;BS z{DrHdqp+CRtA3|Q8uluA;=kN|~1EPEPF8}(q@a_Tq+nowaQ06qZusGQmc+>2Y zQBp)WruIhf5Cmb(zwR>i zP(R)~TO6t`uAzD0o`OMBNgIN%XqI~8hN|BZrruK}<^^}BD|$O>YLadaD8R;(E`FY$ zueiMhip!81y?1CIKKmVvG5dq$gHf=@-``>=`q;5Ix&7n6A(MjCswKq1-q}LA}J7!bu&i!2yV+zyupoi-l z7|aas#oubVUsL0U(VrsAD$OMb@hM`EWp>u7IDYjaSgfC>rjRR#KM%ErT|aAU>pn_C zm;gPOOluIX+2fV+iwnbrh2r?}Q@G)hC!h3|*r=H{4E6T@1a;S%^B@Bmzqz^%x>JLv z#9sszRh5<53E5}fz6~k;n#cK#f0ib-jvqgcr$~O`pksqh0J>7P+=<@NxdBQ-j_~q5> z*9Q9ffg9WPVqxa-$7!2%IQ1w=FeJI1hh%!*7C6yN@*)Bu z4f{A-i8Z>?(q+O`}i@nO9G03FgGkY8g{_gI32j1v1sAb|w`DX2@8Q_AZ z4Iy%iIm~W8C?!K@Kj%WQ29|X~MBo!F0dbB))`>XW9wz6*k)UXUwGZMo{tx>#1|h1e zXi|25N(V!7%Y-PM0Jpr9RCCG0{Crusu^FWoFJEdF=^s7HDsIlObLTR#GM@JqUl1jZ z8KieGI~$=QhlWL)ptZL#vkwUK4b&$P?)q8P(_BVN-gp zxH-}u3oM997S!ca2T$=}N(R=3JLKlazTGp}l+6JeE&@O3M+kP27>7w=1!+9@S$Cmx zdrQsJO#!uGXr#mTSCRm%*oy>57M{0DSUBjcw7K3fL^bqBlfUpiZ#iq?LVJlr)dh+g z47bRA?uu&!Zu2uh+`?;N@ORf2SwUl_w)~`%7sq(ZLk;|-nfSSp#}YY>_$Dl@tOMcfWZwkAbtWTEi;jMQxo{_z86)WC zSXMfPep7|UJjuAzzzT#H&1=2RU@j*8NZPe)nD2+msRy*1MV8fFaHSu+4!y+}b?mw& z{fOc3Iz%k+sWQ{G8OFDURU-c0;{-Hmf9g$=rFe|QbjF zeBi)vUtiUM4uo5+*X<^e2N}jg>gob8mxF&cP-vm0l-H=OuTL{l?`&^R40Bg0wpE9R zOyd6NnGZfZguw@>*kL*=rFwrPQYl?+ZF4KDij!ycoH6WUClzlRwwaX%5hzm};GsjG z7n?R`hPgJdwq5G%Yc3kkwgybQk0&%R{ST0#*IBtOX zS}1KQwF^o}G&ppmAUi+r#;g(8330xl^f)#_Z%0vBb%m^A~T@e3i#Ik8oGIba-`ub&NAcTOR1&B>f#%Qiym0z3a*0oCA>y zns#zOnORuy-*<=X&t|G`fAuQvpf4EG)+66}5ksKo@^937dMB*V+if5iPTJmVj)q-k z*Y4dhIFOR$j11~DF-gh9#Usa#(USzjgR5OaAxrH)9^BwjV+Bjd6$3h-q#V4YK-BXXRxQiNw!A($@h>q6B(9p`x$*W zM8WSLbRJ4xMTG*AbHT%hlXlo;<&SVyEFlmboY;a)x9rwrp!qy8>jmdKbaUJG?J?(| z%gwnzp{RXH*PcQ8^({GSQwSwpiHIOf#-E|sy529j)|!RoIy}#Q`^$FfXE5M+GZ*^E zP%}<+iKEmI`B&~xahIb=>gnlu&#`rD9t7RVqcbzH{`nO=!cKAXW~~^FIS~noB50%k z`F^Iji(mB(BtppPxS}154j-mUsMc6KR;&W|1ut+~NCgGSIf1l^8*t+=jHjXa9x958 zH?2-XU*sOv-4v`rb>QyF_%e)rUyQwJ#^}8?p@H~@F+MdlHR9K6IXll`$Q0wLljlI2 z7E`!>GPw?k55IeAQc`oX1@Z*!rGu$3SmP>z)80iT?%g<02IXS-3ovOKp^f|Nc7}3l zI#fys*=!u(k}V<#Vrig0wiIeI-=HI;H3P7+)5XV=k|6{xGuV3zM*V9ASbPm4Cm=*qHfIZIsUnrWSE+N!WC8e~~-r zJ3QQ@(82-_>MGS5+T{Nu(#2bKtA|kJg1=RzlOY6s3=HT_NFkNqIC|>T7>;`IV%vD| z=1JR9eYX5qu{kq={nutf4N?VH!>Cwr5xvbj5@LpKB{h zWYh&1ez^lf#(Cp2;4FO?nJ#e(1bG~h?_}M@gOXS!z&Wa- z;i*~GhUuV)yJxFbc1uHhbD+03!o>4TUz8Rg0=PfS(A&GZDq|oO*(qkL86+~1V!;93 zeYrh89lCzV5H3nhL+6t=Uwbn#tGwI`;!v(nXt>KuOOs$_q4zB9g^%9SW;#iO9QJDR&u-8g@=$0Y-=V($$DvBqTomVq0&=cI zT~;nQ;^!{F3BW7F#c{uG6P?tJf2e!n=63UvVjR`KyzK7xeayn|H!E(T2Z)mtI0J>dIQ8KiE28#XnblThRI zq|@^x3)INI!I!3;ny~CTP|U6PHgT}=avh4^6X$>cg^t?mdTP46e|?cGICSS4>U+c# znzd9m1QbM2i2cDn`@WZCDR_oM3Jp2?k8j@~y`F(-OpYeRr9xq=E*7qOC|;g+bd<;8 zH*KuGdhwrGGQr9ubur9RzXUfI6N(yAxh1HCwL1(p#? z)l%%z^^;QAi^DB;`$GdahI$&qKdreWTgfrUw~=+sPSF6qhneCK(|6WDE-&^oXFlGF z6-1*>QW6QzUt}&N78TD%M*czv1KEG%2jc;Mm-l?a&y56wLuY|@P`xnPG#YEX4B^oz zy6_EeB+rK(qAyKB9MV;yxu+*ND&Qs;7gu^4%BC0>tBtK(3e=R~n_7E(GWpi0E(d3B zbbIP5ha8oo9_nsAz1~dozn>r6MYf1FA=20ug(2XTl@)Cr9RbhF0DS11#uqX6J=obv zQ~n6crF7LATaga+SYa380q9ea)DDMCY(-&E_%Z_9c|MKIKo66hBimQf z@Njp(lbP8Wl$xHtVp!F=I*kD%S8wqYYJ>jqZxh{d07anBDH>f-@dKucH33-)(K~O+ zxkUQi>7eD3)bAS@;6<254E^?M=X90GD2cg3zInuw}8q=kp17 z36#n4C`~Z^EFZ{Ta}?qk7{c;qEQh2#C1DRs@`YcvgjpeBxNzYY?gg+as2Xf(AXTKBob!%Xv?FBm(ZXlkf8B#-ttpsBjmQ*Rk<5p4-NeZc+8GcW8Ymx=uiZG9n!G^ zkjYa->h`)wdSw;qLAN#F5%{h599oogNh}Z~^HILqkF?&)jV?H}5<9x0qoZ-}CzM+V%lbai%=4zqI5+ZA+HprzH$1>~#@J%P$KH z8OA3ss=t!fzFZDe1bL3aHRMH0p84O&{7yr-2ua4)t>I8WDeih0kff>U18uBO2RB?D zghALGW|5YXc-=UihAVfIrr-`G@T&3Ld;$3b6w=N%wI6{Xc-HrMP-e5M2Ks^Do>Ca> zu!K)-s}C4P!A56I958v(m$@TX6x2qpWXG47KnLv5Jcbs}E3556-a4FT0)l0pm~vv$ncc^{f>s*qhl|1v2C z0^yr~KHWuyg2Y#d@tP!eME&Kzk8j*Cy|#HD)g|;ifn^XK7ProDzT#629Kn>=mLe~# z&R*CeBUfpDp~2`*=7OfyHf^qr)%%}zafxf11O6>j!ux*9CL1*A@y#EP z-`P&fy9;IgEp9UNN~fNGd36*6^Mn+1c6Xa>6VTH5akpv`H_%mb2wPc!T-3-%1z@Za z<55r#A!)Zj4gsmLiMdJRHGpO>tmmiQ4Ha7Ml%nkhOj%uTCrEQO^MMB+vx7hao2w4|)&dWW9$B48GoD%1X*k zEI1UrbB)D841^8fcopa5WVqo+^se5&FBDw7P1h_YF_Bl!8S#YePVcK%)Ru(c7E?@U zVd*6$T;NEe{^nN)pfB*EEd+`0h4bgLHT~r@njv;#vojUQC9dSS-9TAOc-d2hN2W!Z za}>2W{D=PBR&K{lOm0h`enuqDD$hgpNs2ky-$B#xkCBhqehfxuDt^f=gARkKe6*-mynK7{ScD+&tuKOWI2~)`AE|N z0-|_B_vL81R5r2L%Zy#N4%sun1!$Ex>!`N0v?Q^SO;g5id^WA*C95k=V5w~3vmaQy zt?Zwo#<*1?Qb3S>5led_GKdT_CpXt&vh@mE1->+((OedG;Oop`OTs2fX$*?qZU$S4 zj#=T=L%4^|lF~;DV(Ed@pe5*y>JRHNUZgCUq7&gcnzVtR`;i@~#B{1ufZMxWOedx!&vtQDScwXIQnZlCe$YvH)lSPOLK;`kxdV~|^JJZfWp zU~7?X0vzcVWHQYrn(Kg(6w=s~2XYR^nTta8BNbghV-G_l{>?no*2EX%^33)uK*t6> z8P6j4Kx?ZuAzWrOESESj;F*w+uvQq>R~j83k51Gvw8Ge9f$`qCGln!GiiRDN>ERwN zD7&6MokAV}(fZVsln>!;rApfd{h1&jjQp#2ZTBG>jo#eKN*^F$g-r0^fmYx0pM^qq zte{}ea7%OZ1kx(&jCX7`*tURD?9su9lXk=gm$rRi)`TPsj*Or|!J*O(IYKF^C4lR| zjiGr9jjDsr$GvkH)y^=T$vo1DRC!R9o$|wj{T|0f1$GAuLeAD^{Ib zfF@b%g}9g)Zq>l_YkxnpePO0qje-A1?)Knp-iolaYpo4d$|@^o5{CH^om8~i*jPO) zNX=7O1b3)1d_96q(0dJ&jB1~3qm6qeE-D%#8u-8&T0&87mSb4SDdL@8swOE(zpf3O z;!tQ+)dfq-;lG>rb8=drKaX;ItE0PW*7t1YNkiZ#-sHP?n`~Q1^{(EyvGY^)dqz^~ z$Ss=0p5d$9H1RtGb!1<*w%U+}&H~9C>OD|ii=xZhZO1ouoF7F@s0TF8RYh1`?b0DZ zTA}HHEQOFf3oD%tws_+6nJAmi8M(PF;L}XCBe((g^h{xGy8O2vOECJE=LZsF{m^I2 zDF=%Cb+GIy^!|{?V=m}R=6BfJiqXBPsIbx>sA^oD8xWuH*B|Vb2?|Rn$jyzA^+ti2 z>0_YRi8g@qUWqq^{cC;3>s#z9*h3O%v%e4 zpJpYcr4cQNsC{FYoOp4Q|rvR0o7m!8^1}!M3N?3!}Tc?PuP`fb7B{&1z z1Ej3t_po5_^z(9HtEksr=Up{6F#(Xvd48K7jlUlaO@pwBnTkQW6v^hRD#JEbjV5%v zLaV=^zJvCNhm}x+gpezMI9#-T9pe$DDUx;yiH)G)`qp!ZSgM>46a2#?<5_zqmLJ zMZ$|H7pq3fV0npqM|hR}jsv_ut%xa}OA3ac)UDxIpe3~JJQ`XnmBy(+yjwGl(U4^% z^bja>1r%#n#8c64$u<>5Y)P_SXA_g)}Nuwa)+! z0K#%P^DmUxK>;tkU&y_lp;zK&Y#) zNwl5ay=TuY)yoI!T32SeGOROx`17a+&Q457x%3wzym`BH;EVEKoLz!R$9pJV&p!s= zh-H&V;mspYaWafSZLvV!;|@UNGj;);`0zlf8QIx~N;CKI5Ry26;@nP{#O#okI(l@! z_Jjy}q|ZoskX3qR*knVk0xM5u7o3WrH!4?1a%3qU8)}!)Fud`hHMO;)z6|XH+}OAy&=&$#D|@i1HVJif zmEzhqRl65S{CajM+&?$7e!I=5U5mUQ5yE*lcJ3a)$*$}2lGwy2vO$Xy;_cT8GB(h? z<^o0H6V(=c;$^Jlcv{{ejf0-PWHUUbE=!39_k<$gTV!I|eV?01WzukZg6Wwm0rC=U z4CD0H>o_)xKWQa`s1#GDM;=GDKYtEUWg{%xSq!%;E-7gOV+6JQf#A$VggWN1=!h#q zl1c68J!-hGh(~L?sW**Qd+?SUM$iIemo;0qprWQGTDLy{u%3rR;j=Q<)Cn${YPd52 zr_I<#TU)5QeG718>ka^Fip)kF{2at&LBXwymuI{Ab7?YvJ5;J8C&70`i42`dD^cpJ zz;&=*RSd~)2e%w)QYq}dv$;9zP+wztZ?AE�SB?cJhEr2X7>(jA?> z3m-kQg^`V*OQ`&)B5J>xsVOuq+Yk-VgPL2Y-#*Q_y%)(3G!7xh~RF#n6m`|3y!3Uv|sjetG#*je&}9qj;a_8=)@a;R!-70}Wke4l(VJ z=e<2W*qz2M!*RfL$Q(=+qQ*i!`S-%-w?Y8oSkYlOGBj+_t1K;@@H7o|(r@m&tL)Es zUg<{}!!7KgL@zgQ<|@1LQY?#DQ1^vUw(n5iL3>PB$LQpCRKZ2C9c&;V#GxVRp3}8B zo(Ub)NIr>OyV{0^*#F!@gjW(GfjBF1b9{Y&zj*NiK+^&Ly|C{hz%3(U4I<|hEP;kc+2=?voAO+$Hew*Qcg_s^8%j+ z-o7|gAp%(X%2{^yo5;z17KT~0Y!Tc+I05MJOmL-l%T3jvq+uVR)`(3n^)Y#Q!sK*H zD;Ddjemz*YhE)*C%Jl{(cIDWWA?wuUm^}&S14c=mjZTl-dOtsws_FYI=HPlQ-ZjPnyy2=C_A=l^)C|vQ22quL<>pYn&Ewp_T5?Eql4^Pkiy`*t(us&h44rgBaY9u4q)hhYI-Lrc<%bamSC<#!tjjL{y|_kb zwQW*;%c9)w4Mgwf$oY@pGGx8@$W2Gl9S!KG_`!pyYqoA~>knViGq#OnaXqf6IL&Dh z^sSv0j_22D=Sh$VH-41_Pi8sg3Vl12#S1#obNSbt%6>}~XW#hg?lSaTK^-!W?n<3q zBUZ{wt6dXtCN0ifS|U)Ra*+u*H$t(NH|WnjFDEXe&ZbRlmM>!e3RedOFlSSVbv%{D{! zTsgAx)m~XubpwM0tktwSLecdJlsF%coB8AbQxS0xON27cDfoY%UiIA{!mQOx)=v>` zGsrdr1gHP6gO#P_6KGOD=EgFaA=C-;T`IJiDM(Qv-B|@{fUDR2YuAh#-hWBNKTSfN zgeR}~C=Ss-qbA<x^!|VfMK{ql+Bxa^^(wEAFTp{W)P#S#rQ}=8{B_er zEXh9l*0q~AKY#hsxll5|8C6o`*?i;Yi1f6&D;@E}t~XHsRv zo*)y9jMVYi=;gBI%<%md-nEMc3&)BqWPN74@gui=k5|3Hb3c5&zFIv2dDI*p*zA!+ReFJxYzy0ysUpTRz%;I)#G-R zZL_Xi*~V!)H$BbF%WJc!+qI*LviJs04;k3d@NkY{*14ZwM>!iLI|`fMaG#(ttjp3+ z30m`mb1$sUd+-1RO2iC_n#!voaJVRgia@8_3SKq3(yD!uZ4bistl-TN&(B=@4V$1D zU7|beg)j1iPe`b}ukX5qBf z9SpH{b98)+PFO?)*;w}FXzbp=qIAgJ^Eo1qMq3K(O05I+Qvzhxbd3gYhU|N6R9;gGRKty!FJ9mRO6f?Zn7pljp<~Mlw zg%DcF0%EChrS@3%Izo%WN;zE_-G_Z89_s2LsS&!AaoDJG?AS3d#jTITbI4gj@^<{|RdGf==?DjGL97EA zytB2xlMI-JH#jl@%i_=V>1vyOh<#SCEX%hKz$`)joMvION#Vs3*c~vLFX(W9 zEtxbj)I5WYR}$u>69Dr87$dA!HHvR}DN6Yj=`~PmFJE8qOYOI&^h~D;-=+o;L^{QZlj|5&Xz#WuxhZcC54zOfOiPP8A%v8bpMMgS1Rzb&k?`HY{&?Hn-JE#lkh+ys9UQQ`yE}6C zr=Pwx^iJ+7pxDc^>lg?U^2Z%oBenxi|HPfjtP#tf8;Uv_2tPK9^p1`;pgV^s_=Vik zKU2lGD;kWUhcpu|aJiYLated%$Rx##Z_J_o*sZb>cZ-W3*ff-LGDWAw2}=_6+rC z8=o^B)f_A>BR#!TQWBzwxxl#Gn|g@qyr24eXs1H*A^ z>rN$soUs#@mY0zKf)ZcRv&eAN!C}{8Rs;$0+u?^W{&0Gp77J@+R8(&JYHP3Wf-gc& z2t%qF1i89#b?(v9lINJlc5kdVxPE~4ae0ly)U)X!sQ=){Q{<3wRG;QqH&7KG-*90xEW(Y(dMcppEg(9DN&ONo+GidWCnW$w8??z+<G(j-Bj(tB$i}1WLw)scLZW4C zOcmTl-{Zf?a2Vp~>%Irr|9dxi!*LEXoj^ta)97!1>3@Vj7#^+#BI{z-96ioh9lf`e zKYz+DxNqJ7NCj9c$u~X1_QjhwgmQgGJ-Yoez=RMTE#H^#M8G2@CJ(?fx_sAW@T3nb zYZ``D#*!IH`NYKLp`CvA6~jZURb5$eaCH1mSI`KrMAimI&d}B&`tF7R-zPm9Yl1Mf z^nGXPI>TJ@;34trvu`KQlj6boQ112h_No@LUB0}IaPT7`HOUzOElT#h?CenLJTUMH z{yMwK1v1zy6&wOS-Dasx2#6%Oezg0A#&ofE2~CC}jsjFT*u5G|U@uv75_nlrdaVl4 zW49oe%B57_7r&^c?aT=_3J_jZK!#`)A)QEhh9g|taDbKiokiM?93M;!!e4i9< z$`8w9jC&M)zjB4?`XSQcQf600?%MkA?R;NcfT<4~ZBH3{>^1_=-7IfPpd2ZKchod= zR{;|Fgg0g!nChP?`SF_UQvLDz zC*oQI{EU*4(o~7})HB)_N9=>Mfb3fHp!%&b?(OSCs5*L@PKcavKQ%ro%F0R4ZP|xS zYG+U!V9v-EWeXBsb!qb|Gt#%HW2ngB*%Mx?Ip0J|?T)Ggy-x*&6#%KMn`9;5=$??k zI935q5S@Ba(TCbVT zn+RYRe$PkyBHba~w)_0@m!aHrjdgm^Z=Nx3HG~WWYA|!Lw`i>*v88C6-D$YVB^E!x`9c(wr${rY1lXc z3o##;(sUbDdFp``pm(KDM}i$dm5*TTHdq=eym*8MxA3^0v>ZtX*HNCB+Y1f9EIxjB zM~?gZ*RLzvJl*Hr8DxS$A6teM8V&;?DgBeEZe+wn!iD8Jc*~h4Aw@;@U#ySP0ToZk zVRz?dS=$3mcmb;2d6%#}0ox*6fy)+p{VDXi^cQ1|pdx}#1|q7^&h0730t46JA_3IB zB4^2ZuP#Njn1Od4l|K_56Qhyc_KdSx5^dNN<-H%=;B3|T+XMFipati3X?a;*R@UK) z76vzv6(omZ$e`Utg^XDa#637aaPuG}zni)cOh$D1`bN?wVV#~kM{0=*SJwZoByrqH z_Nv=`rihb!Xe5$Z{ALg9PMwclNCYiw#Z1JIxP!0v3=N3UIxS+o5Jn)^a=m7jCZDeC zmAB7E(S{3p|9-^E|K50J${)mN*r#DdX>Yu66aEmg_1*eSur!$J+*m^$#&9x@hQHuN zPbG2O+|(4jJbNrCv-o)60)Vibj_Yr?5Z5C&Ju$no@+ZErDD7bUJ@^?kSh0cYN5VXB z2se;<05|DO0BxAq+5d#TVcoft=YY=(K)IOA&^>^y&!5$Fl93AIGtBUUR5M!dUr}4D zXeCFq1^}Mycp1J3pcQFy1-zYp0{Yqk<45-ez6HhS7o93t3# z!wzmNX!WxQB*iaIIbl?zX>+5Fd5rz<7NjazlFKIR#87uGlJQFvZ&1kbu?-qJ2t>2m z*k2O^+@IjiJ1X!KLGs)w4`3gcU^NG%JVlTiuPzEA& z+#DPrJDj{KEtU(~50;+5d=&O_jbe3JBiyfiElAEcV3BVt#Av_C|IdUrs8*K&)EZ-! zB<^u#CBU34KKXlVdg!`h-5yo;#O#tUW@oM?C!a$lf}pbA?bJZz1NhTQSrR4YWnn5S zj*s$sn@nmwwZR2II^w!x3;K`X01gKj-1_hQmq_DpwMEm`B0Sdqx zFOH9=<$PC%tQSn#u^oMi3eOb1XG;4zFa4VPB`wy;U`_bQE6h)k%H0HkapXABH3LmT zfW77~z%!6TN=;NSf*CU(>Z{#0{-5O~zSJ;9h2u)qgqn>=LZWw3y{v|3tca3<+1)?? z>ICIKYiGmQTFVVSESX{WBp8Djzu%>w=4=+i8t6Nd+;rde{_n+LfZ+b46@+036g0bD zt19me2jGm^zA2e>h4TUue1dL7IxOJT4zwHlrPJIK5f^t3JTB#8Ag~K+p%NwpLI!#%>X`w8%#}3#^CZ3)aQ$y zD@LZKpa}}0xWYgzF!5W$f-3)>+p;}1EiK^EC7ARc3}O5GV^r%$g5DnVu%TG-EIA~+-e74GdBz4(UbF;Ic>D2_44BDvRo+Q5`&XHX?b>al06=wxpgS{22G1b3s5fQ5)h;;3s3+A8|7lhYTaddEyNT7jl z177rt61@2DS7z9ww}x`z)pFGuuo?XCeO!uO+Mq_jX_`grU3`;l`QH!XV@umMZ;|bT zL3E!ir)OefdRKAw*kgwwq;>vLg3kZ_9436@bHed1Z(6y#(;7c-n*xD zGydP@j6N)_H;R`%sN{zJ9eDmVYBr*nk%A9L5rTr@>KIiuKJG<-l7?20q{0P?(s zRe&w}f{oG<4j5ysfEbY9pbA744Em%(#nt3w0QhXnRB8+#tkZMgwItU~g>rTwONfPelVA%yNOdaAonlYIhbdWs-Mc;Qfxkz6opSMRc&YkUJtSgS{x(O78A7xj zno2ZVo`a!2xKIv|W@dU?Prh^W6S93&QP@aiUExSOPGN3O)TPYdM6nt!;^;0{(4f!~ zERn(;8Gh^*$Eb7Y&~9*`E^{6LXh^Iz)Y95Y@_V*t3a*DSp@Pbqg_x6X2IryjjSK-p zsP9O$PvRNk*myAr0&0D$!o@FaoO+=Cu9LjWK2-y9F?#R;v%xc+?1#wz$O9Ph6lhIX z^4;6^T#P1J3-LGBj~V%T2D&gg$#fjD(Nl8{D5Ok|A6I9)ec-}sb7Ttgw3Py|&jYv! z9Etcf_&}!x8_q9#()nNE|DPQs+GFGmETA_#FH9>edZDeQ&`0?c-nTPGz;9&F&#u^NU;lTj;Z*yC;OudRcHBg8UQ zXS~}HI9M**DdKZz#wPCqCVc7Nr{QTw<#9k!F*|v9WaP*2`m|d+(F7HZ{R|R@eLB9< zYyJ``Z8{=GeK4evA-ZWjdYCx>0UE+yX?23Ir!Q@kr~jwa9vSUTdnAnD^sydlU)c-7 zwxi1hEESB>N&WWErQ++=)TGl|>fBWp7LGJygO$2!gGzD|!W4g1$=S1e?FC<=Od=So z9em@+f-pD0c+0BP7Jv;a5dfogrQvJzQk-&O92mzEE|CHbf^*&xnUG+BLg%k4Btb4> z*Kowki`A1gk)4Q*@mH^UUMaM$J#lIIFcas0zb2m=e395O1+TvtN%XsN9`kspcKFPI zRpL^8y{zPsGXu-A0{P2gXxpfs!s|U?V|Qb>nsyzw$L<~yF^>4}2)FEVLr?%G3=qXB zX<#@YcA!ta^V55bZCt*_j)h%$2De|jKSZRvpO<$SzbY^=kf9(iZw4(bzjpQiZVB!s z8wUsKH%yUUHKV~-1m`YP>G(0wU_Ybu4*pvPCL!wiQhN%`>6*4O6gsWy{NRj9pOR+y z_g;skk&e5KK9TeK3!kGPynu?c%&u8s0frxZ+chlkd)NN)($KSLqSZfZS~sla_yk7V zj>zlR`~IS)-$LX9+V|5@=AaW$`hb(`fnQeA5LiPmnY6J+`5MkjSVW{kC@n5FmM<0I z$^xa3O?wkKW)mw(>j;nNxH9kvYJPyYAQG~Yj=Mnx@)g|#=t zEm9ESkl@?{hX`3z%^p-@I4r*?Eqw880nPR`L&f4kwAlc>tfWnS7e8?X9d^XmA#<5b zJTPIY`O!ww3eI3QBDnR+z_n~Em1T=kWjOM`94j-H1gNy@Q%PnS zqzV(<3CyA8_t9oj*arzB#6}`N=Kbf>i|o4 z`i@_YVhWol_PxRf)C&r1P@@rKfQSm{JxMuvFE|evFCl7Y_^Uefe`;zlu5}Kxb0|d1 zuV?L3bMDOt(Sakz7a$G#f(l6Kk&^<}O$wY4T+3gr3{X;zW3sokZGQY7qi+-3JI)r{ zG`ZW`hgI~zjjfG-p2_}+_s(U|BZ(m$fKtvU%)8(!p)mddIHaM$X^leNY$q=PGcmpf zPJu674nPgQV71bkC1IN|0SRJkW^{CP^9jj)KXpbpHv7N5u4DBUyRH`=M>>3hR7UI4 zrB!%|ptWzh*4KdbAT4$cKS<8`@X@~}7`jA5kOl!=27AMj!r{90>EtySKbu|!;U&NqadHI}%;g8uK!G1qr-f*vPl(i}9<~}rOl5Y;UsApF(@AAkv3DQQGwa^eKXgdrcL2UG04$Ys z%Huv+AJV}*$0xmnJA|2qz(S7G$IrW|VcrhpGwjX|$pG2L*53Yv$<7uz*g5xbnvc44<1pK96!dy*4qnE4mzS4KwjIP=!Rqft z{3p?Mcj&ij(P;Pa#)Xd``_LW%f3t!Ofu8>s93pjD&UUz+efv&7i4ePQH{S6i4=j`G zyEC{PoSiRitofso45r6@VZ*(^jbxX1Wt;aW$i~inFR^GAnXR?33=$8NQ)~xmW%@qd z4Ngdc%fVj(EF@fbQ}}ll)6+i_0%lccab6S^sqZV?@V2(JkaWbxYiUVL%+LQtCPX4s z49yAX#RwlpDcc)fFIb=jLgG*ZF%Az;wo4lCu!w57mpD7ooy4R&BT8jrzSyuz&8QIP}Z#okbavm{3Q71dOJs;eehMsWvn?4j~D^jV$FSMcZDdPW`5!TXth2 zs!Q+&l8#b`J)a++%ThoC*2>hC7~?Yih#N&ukP%4NgL4(oT3nt!2<}KNo5X_n?*qP)|fS z4ebq*iFJIq5kRpc=}Xi;T3V^wkRRq>fX@Yk8F1H7fh0fkzUgk)a5rvPpT z&cOt(sh$P9Jf4QC2hK!7i(swfzP%}shkaS7;9Q3}1klWe$M7AA$ zgZz_84B*m^qHDM8Fg`k}A}@c#_jn&gEr(+K(Mb)%3hz$_+2%6e@L$AQ>9wN~bA~SacQ;pD`;x<02VSveWBQvwJ z6>FgH?MkhUe{)w2ur+yx`W!vfKZfsQ5 zGfX1S#7^*`Wm>7ayLWlrWQDcyv5G=c>p=fn4&(~5D6_xf>9MgX(ftvG`$6t~7!L!x zbZp0E@s)QGkɥtaT?m>W`ABKhxKX6J)M!%bAX+3)M>dr?Zn?-f^)6)jvbM!4E zW8+GUNuyM;)&t!2>-X=pf^*la+R?~CA9^_7P!Qvx&@RF!r#{owfjEv{Rn3zp<(Ey6 zk>C^>KxV<3)6eW$07t%m8LB|{yXF1+dgnS`<5P%{@aiRLW~pq5PjVEu^>ep9UdXz8 z*GA=3x1fs3Wk9R69J0+V7w7wrnk#W=B_o6T(sPf3b2aXs`m)YAAJPF2+s=^uFwEf( z)}p+V!sYSZW#- zTO*tl=H!I=bszcjAx^Tt#D%6edJwS+xs#0 zEx{%S5Rjz2K@WXjX!Pg6JEeHFWBNS^+>7GznPuS|@e3 z=DtuC4f@o1^YocBCRLobL2QB9foWy+YkHd|k|`JT&jyS3WiBBrgaBB7g~;V!Y@krN z!7TfWPsSMt-%`8Oihke}ck(n!={*@%1w};-!J9$ZG*SVa>7bYr`^JGIe+gpVNR_ax zRM!NUzIBA9_@akC=&yjaarL_Z#U~Igj%!-qMnDHPBo(~VWZIHngrYx-2jp+-b1PD( zYHDiKe`+c(*n>@EoPlh%;&y2_I~_GOlSzOse<^sku)GgT=)4Dm12wk8grYYaglAwO zvW$KJ!&sP^&E-f2DiKUtTI~LO{|FG|YIJmd$GW<)fRv2(m#L|JcCBO}j>|ueU(W${ ziz5Cns1UsQcNjz(p>JszsFWcbUQRt;10KXz`jlvTzyk#oPwqJ_&YI*1#u_{oM zf-*mu6Uc4S&9h)5&T7!*GebqeE))>Rz5It>v>T1cl@RFRx};vCg#sLlh8qWuc^_er zdxeBPe!M#&H`ekOIUDGouAoCf^aANVLC-9v z0F=PMP0KOcNMdR1`)bWk7x3EUU z^!RaxMNemvpIk^K8__pJ^Lnxyi)RKIB*_EuNokeT55UMi_ZN+1X@obfGS#E7bce=P zBh|68o>32%ZGCXJC*k@N<^;hjzO>I9KsBaeN-?(4Yw=}+Cny^5C`r(6aY5G|76 zn4e*<$ZrzTOF7(Q;akV6Tv)BTZIQn~{tR(dE~yx;BOfsRFbRaPlkKT~_<1ts$xQnc zc(-V_h=9Qvw%GdngNR>1z}*8Es2=2-$`|Q~P#CbQ1qJre90h3(hSx*o_!e#06=Rqz zTIt;yNN(Gyv-Q>1)Rtc>-X# z4&aI=Q*0w6BW5n-<(FYC63h|kyW--3VQ!?O6S>O*9Y8|H^Za?~5sjxpQZaV2Y2be> z&-GEe=^Q(jc-@2o(I5C;4L{(FS1(>Ty&<0Urp^Z0-O#+D+o^UTRW6}Q1kfo62=P63h}*r zzfMoLrNz*sZS4cBY*l8zjeY-C_-x2091q+{+H>U)%{>deiYaD@a;3o1sO*~DiRvek zjyrZF%=`dwp~s4D$=G+jeaXRt;u<^_?tvg{80N zg|B3$&g*7OKIk(Vj~E;@Z|kg41bzvxTG@5(9Uu#bvuBkQ6q2UWlY2m=zkvG9Pe*^< ziXH!0IE>j5?gN!CB{lGbw#b_CDOBhPTOt95&`!`8;d&PQDy!?ZQd;4Dtpr81_bcs8 z8M5T;7@s-`pe-gNEv;c>Xl8co@ZlUcy8Yju^9CoS$e^L_%E^~@94Hn>F~EvQUQkB# z#9RLQ_H8ml(4v-$c=F>mHuRf^=(r(fNbAd!u6G;J1C58NogniGA~%U&^WN^q0GNCf zh&N92W|qdTQrng=ETHdCvEummD~yaPF8y+D3q_rd5m%hx2}~5>u#pSp-oKB5Io*rL z1q1Qm>2X_n%`2$W5uh9U{lV1{R%+?PcPee$hHE3gf{UYS=aukLo`zrz5V^gR@H$1to8N9 zvGDYz*53HD;iXf@|{=)xX$GVa-ikHt2g`WQC2B6Lx*=3c-TabxneLQfs&e z={2@zXVGIeLH|?mCZ^2NuBNmoDkH*3NT9Fmf~uhboET^4J*OtgtD)PLf?uwQt$YPZD!J^ekKs)v!iU4o0X85b z%W>L%ua+32mwa4S#vfoj4gCPDS8?pJ!-Y0Ao-h7r_^Npj;PJza5yI z>?q^&oY1qvw^CM7fyUsyM~{w}Qf#NDM#=H+B*#zO0KLP9TQxu-9q8*btc>`!E$e0r z@7(9l*%HaW904<4<>=x#S_pN%(pTL2)~Gk$U8ZR5$&h)@ zP%^8OG9?)@S5!*KkSQcnA~cxiDG?eF@t#lXyY}9{eeC`I@xJ?bkKV5R| zsq2|DgIYsl^Ycfqw8A+ST|)B@)xO}|GcvQuv~_mIJry}vokpxl6)&4vTBg4xj6T1` zD$Xk=79-5!Ohdd&@wab>r$x9*1#JXe7rH~V-^4RP*N5})VGxOoyq+P*+B~6iyM)%M z5JxkKnX|PuJdbD&0&^i={S`2V$HDdha5BP7Mzrop=50OBfvuPAfschaf!ey%xkt71 zz#P^b5L1qAyM5<+HFlD|MdZtR(J>0@Qe7M#Qc;|1fErG-ix*!){(t}oyt}Dx5`fnj zW41?U$t}IVcLbYM`@zW+!GA zijakvhJ$RcgiWX&=+?NSo87}M|6C#>C#0IFxz$uv%l!Wc|FFeTX>%JSY7cJ%Y3OO( zFI*t%O}kgY4PX|wDkg)^7A{S-Lkh%m1zQ`*7!KJ^?0fDI+e7w)IK9S-#~ z!$T4Y;9^2LQpKSC?OTX)mVW+x0jo6lw&tM-r;?cQ@w)Yzii%2IOUtM@{Jm$!O{_^M ziVaeK+Tr|c%8p&hw#5ghNAl4=L=wUkSAoiObQ07eqV)gU#xDrWovqH8lU9KZNOGLW zWkp~Dn?p;h5&Jcsy|tfT91sJJcH}YRZ!Ok?)%oEpR&siCpLoG_9l9VR)M6|wl(syF zO2Q)|aP*zFuz+f@Z&>F%FpZR#FMkL7z6wH_qQf)mYY9PW4O#&J9qd!y+HcL+y>K1( z4rK^<@PL(Sk>o+!jS9P}vNDF<{o!kcfED5x>gjHq`5j6b1H6xr0X%SGjlU~RF3`fx z$|?(Zz_XL>WfaH;sJYC|-F$#@pz9G>T-J3J-enUK(F--65Q*3ok4z{RO!#2iGD3DCr)#s6OZ5}%*IZO1O{DpHn)>opz;NciKf&MTI zM<5Zq`bNxeVfb718of@-rL7s@HzD@bufg|M=frKuYoeV_-mZOzEf;b1Dr&l@&)>$! z)ji&OqLm5KA~YyN_!kEtacy#iTj4KA=O>MwHSGXpegTY8!Y%pp=g%@9^^55Vtbp5J zdT@`KAHxEGQjvva3UJx6DVP2;|hhEXdtV2hd+j~HHy?-`OVol%iG~z`3D5)X#fev&SwoNGk3oPH$p!0 z3z9wP7SRlP^&*>Oh|G_(P`8|M_;}#P>XdZZu245+U7|Z6c8COjzxVJCoDbjUciE!( zGqVRxP!wI+7c}f|8e-`w?4`On&QDCCq@`V#ORBFvd*+7v(20HZDI3~2Wexz(?4(+H zWx>yxHbQM+Bg@XX0p1e0B4q*k!#7kOf(XDOM>&%HN}%?B!7+(5Q$Tz{x@zl8#J;NM zt1jI|v>*cJ(CCI^*1%&^V%G~OC}2pv5kb1y-G@NeocV?-9^FTWd;{gl&W8qEcS)Rj zc=o_d`VqP-X0Rc>)yW}gA5&3rXiH#q)HwXu(Yxe`w4Q29X>@VA%GyRA`4-thb8kVr zYTP|)CVuYGi{HFrkZ{Tlmy%M@W%%j4<3N+7w_aexVbHD8pL2c7xYFX^ z-{2T|cHdi=v^oJ;*ulYSL7sdLN*_v`GX2ACm7Bfmd6AQ3QpqO(#ihQZH(~< zJcVLQ#Pa+49%B%mVq;>IPq4xb(j_I5m087FxxgDXpu{{xMa5far4KbDPh;MbC*vtm z6jli-DSZz|`~GowD3mx9Krkc97`eBm--|^mTobUm^e~lY7ys1V;S<&2zB+n(dz|8U zuG!y*QpCR5ZSeT9V;(?+!5S)zX5GZI?xcxds6ug3Hl=Ozxmxed)tHDj)Sxy$_e=w@ z?xh=gLKhMM6e{lB3J>kh1H+&EbEUOUoVb&gc4myW82}P8_4nFj33u;)MxM5!k4)nF zp4@^CxQaxDg@Buakr`VYTA^#g*aUjo=2_GufVY`hYBJYidLARWDAL`Cir%u%0>m6n zPFF`q-COCwY5-t}g-1}T_X+5~ZESvImNLR4S=3H|jw_g0kx~OOPA9 zVac7En1DKj!A)95=HVgNsABS&W?~OF3k;>ERkp}gWE;z0d%pjeF}kja4G~A0K}-NY zez_`^Oe>KH=*+?1KIZ844Oz4hlr~nf3k%~)94s~9tOm?NiOv-f2J7G6ym7^hL6zG$ zxQ363DOK>yw~$xVJ->mQaBLHdVdOq=^&rYZJsll~7mru=+rPBWYI+D}YfOW(YscY5 z(kvAiy`fV2l0pwm;3$Riu#kOzvfTm$GJbH&Ag$7VtJA3ds2Uncq)BOM_n_PT?S8rk zf{9+$1X4wcS_2rtp_Sa^uhUe!_#I&aV!*XCBBbx1mz0R?-@o$pd=@QtM_fz{oc<{& zO6p7kcHSjpYinv!9)h=W-L@4`nIBqI{U}Z|XYhewn0JnJOB6p0>aS2(!}PCT;<)E{ z9kxqlMG%ZTqm4Qu4_=!?64fX2hGok$6f*^Asp806Qf3@fV}}aC;MQdzu(VpX+&h7o z9yyRsu0%8>!O^!)WJ-b@-qZQ1t^)BnK3)do2QV4c`gT!7FJiU`j3RHbOI<(ESXToE zB!Ht}!h7lb9`1f**drAYkA`E>WKzMeP9(JZfYyV38Fwer-U^~~oGfGGIYjY2%H)Ur zI0Gkf>Zfe1qFks;SI&fUM)Oe`SF+qnFu@D&Vk3zQ+Xb+J6@(;{7}YX}`EK=ZWY#!8 zZf;t^I}(wv%;uhgY8T2Z-^La+0fu$#`x@*iY?MC1BN|Ml=9#^?Ys51)WqF-rFzL=6 zX{cj;+)DXyESH#C%Ys}FR5bwxy;EF=e4;q6n40EoZraTniLhlj< zNjBw2D@s$cV_DEBJdBkQORYFgh5gaJPhSp=jF<#f0{s`H^*Jt#*=*b=&=fF3!D`xg zLo*j1zthtzd1Jp8c-PP16Qfy?GW%zt)V`{NKOh#yk;|Xzb5y}tms2}oVv^t@VjXaJ z+8+H4pky}dBsy*3)J%Z;mE>K2fifGO?AMNNY;JmsR&e?VT^f9>z7yl4@Hxo@)Gf$p zh);>xBOx|634J#J80?m_L?S&nuIp>$L)XaGA?9#f_Nky8eJm=KnvSYuPeUIp{$I`B zILcBUD8);Pa?$O79)YQ>CZz`1&7U19UY$2iu?ARM}sl- zrvh?!wA3@IBRNYZCMWB}?s~5*Se;0WT0^D+knBx^VEr0hxc09~xqvqt`(Bb6$$r-}LZUghp(zZ|zF> zML;3lzIIrLL~*TCf2Du?Q@*G-0-zL7Q^N*LWv9NURaqg-4nL;u42j`!SLKCe2n_n9 zr9ZtQ8R@|qW>jlwY8rl5V1M(yD)+tS_V#7)2=8j;sDnV))O5}0)XeFNzrOmTF#eK{ z)2rj%yQc!?3#`V-g3$eKJgE9k)$R<#%dfpJW>IbA5BZ@3*Swt(yc|5T(xp-_;cFd$ zbegh9(taw?1(NUHBq|hST*v9`1FoallqTo(Ai*mMO?lL;phel8KM&}Y6ZCyR-!Llz z#kIY;*&lc>a%v8TsqIL)W9Ep=FUh+&C~$1=MHwon6=LL!*hC{{fK2JN8zP+u3 z8+n${^Bn_GA4foRL7D{b(o=ghs9?Vl^9?oq14jCJD z_N!IPsW#lp!xOSs0_S^eyK~uBpfTf7dI}jJ>H4U#=2IwqCuRkg%&tCtI*&D8J+fR! z%X2eS9)1d-0FcRd=9|knILu6@jf3RyC?lie@kvqbcI+;Ld-6LtIADs~&Z1TxMQhdGzDe%em3Z;meMnkuLCQrvngq7Mg>4%L;~*> zR^}eO1#IVfg==S#B)NFys@y8zY285n3`<}K^Vjx5+@?qM_4m$(q-?3g;HK{=L#u}? zaO+8JRo)c>f6yk#4L=y@%iMv}f~o~E2@DYQz_@_pqtZdG0q`4+uxfE%hBA?u6c%o0 zW4K5Y1vT{0$SnA-K#6_;#{N0eMd`slC2O~`Gk5#%Pe|%Aq@34Rg;c_7UBGQ3g1;Eq z1S|U=AKTlvWvTVOTvl;X(bdy6=e7W_^T361H$){(cX=*0Vif^ZvR6|G+UOq~tX}M* z7$WT)9v|<1(&^tpmAidiA@oe=P+yg>gfcyu1rQ;LWRRx<>=5A+w=(YWgEbGpJD!US z>W&b@PajF`j{3Uhe>z_jAD==c|YfpUtXZRW9gUf;4W^t$>nt|MdcDp-f zpP(Umd}#c`ZyW&VSr1$B^k7zj)sAM?{ALvUXzwH+S|&;Q3|5K}|HoJ-+6HO$Zh9^k&dBD{7Ey*W)rT>YuZZ?+zG!=)p~v5Fe%OZF5swq3{?Msa ze#=ij$^-^ZPDRgg?c+bqbafr!8-##VpFg?OFUHSr2mQ_5;EBr$=mDq5J5b&0hWuXt z4vZFgp!+P*h>|9&Tm+dd@-~@^0YJ<^)}yQ>K}O7!5*`Ss20u@{E?!wc(+SkeR|2u( z;sFS-5}||0nfBy4L|n)b10Zn#dS2?=nVCEyhSS23k-vZs#jRUcUV4;Y%AwDj@C3dB zUxzaL;;q_IKog;7Lvc|q?eEXB_x(RhWFO@@-gcKg+jg^Xva(*&XENBz!pX+gqbZVF z%a>7A+g?vS1+R>T24c+cI!j5vOM9||<0P96C30h~3liftl1E8MI$uBvgiXV)6j&AU z$`y}8u==@Xd2 z$lg_4`v(S4jUR^nE}Y1G4JgA}rl+R?OT{YXfvHSO8z#u81Mn{!E}>^e9?6{;cWtsj ze^&dxdIu8zlP5p9RZLv{q;hv;csN)#q@Q+I!+#n?P4Csw#SV$ z68@^Wqho<+4uB%oWu-ABn5fpqAz^cpo=#JqX~&Ka4<a+LU3|tlk?o$qm>Qj$=qDqi^9*H>zG%Agaa)`n|h+> zHb`smHdh*8u(3jI$8(SwILW9|g32y?7ndV%LI4lPlr4IXHlGa!j_Baz^iibse2LKID^uwWaN4RKhdDCz#jkCKiR^ZDw$uBs59B-q%*`1tq)=qG5t zIB+za4cLKv9_U++34{v}!WW@iqm;#O0pQ^i17%hzdUNlf0B@HzL~cQZ^{1uKK0@+u z3)ovtANl3Y@rX^kGwctaKBXtAiH&8QQ`l^6k*h%SlknsyIR=(eC8SYV02FsvcPMK(2hk!Ob zwww0|4@Q~v^dvFcH!!7RI1{*pWdX51I9*XT!qr53Yah53>c1JI=HSi`ugR;7yvEg44@CU`) zc(?}%NeJp5)D*m0!*#{hkr5K1I>-B`}cQ1mF1-tK=U7T^^*K`$4&P`;Hw_=-7Lz z76bD}C6$6%QvIgV}IcfaqdVmUl+h4{`hG-4Kt_G$g zBaZ<6M!LtAXtWW|KxiDK{!!=GDC&p<7G*>S(16O3iIm_q2wO1ZIOoX|{V#giB;4QB z^x$dkG+|Q$uuf4i5EZ_md|WufG5Ci>_auyw;mf4kAiTeXDOhr!?UB);NGKL|Je-ja zJelu>2WEe!Dfp}QWwoQx!^pb*6CLB=gsSg+VfE5 zWx8O@AMajdkzO3T)?DoEpcLm3{keIT_&gDVrOnC%4U9k92P%X^6Xfu^wb`MXBH zbs-KI8y!Wnl+m82g}0oCO&RVGr$Kl}+()pX_7D{mytp_@UZ_1ypVp*x|LU&2G*Y#F z@GLrW>eSt|H2N36;n9aYSu=`Ng?^gHpNTUI+vVI9oMyjvv8_|SBvlaXkqF-Speg8k znacPLCN$n|NtLjr>8EnJu|X-Dj%1pr_)c6L?;b(e-o$XY7R5iz!!XCzR<+~AA)&|~ zW6j%|C2(qkN!}q1Wh?X&4{)??p!tNQhg!`5?g4swVVW`Ni#Z(+p%+QS0&Gu_X$P=$ z`tqeNF1!{EsqvxFF9`I~`I~LE18+_fryi{=WTJD>P3DmZceIO?a+|bf z=p~0rLL$G5Byzk)yDDNm>eHgR&3-=)xepQDI$_!)JvTWI_hQ{#-b&3_eeJM11s8fM zkcK{C@!lYKLo zLJ5;k{JOCw-!wFM==2|DEc2$Mq?Gki&j$g5dFs#XmoKocfhevi)G-4h- z61tZZ67;Xn!oM0p2^|Sd$?eR{;rj|_f;_yuzW@5Ah-?O7mN*gtxdKu~EVpWmI?7kJ zD;5}jjj0on-kctv0QZzv+88}1DHXG6V#p=hE9cMoT}#C~Dq<94;Rtbb44R;Zy9V=> zUIi(8H^rDWP%0nkD8HK_)+>vRnZulee6!|b@#dD8Chnblk1r#8Gxz7*sTu^k0i?&C zzn+5?ck9+W(VF$T#Dq~+I*OW5hE`~(RU~%J;P@*K*rzQNpPa1ga}Q%NOU!t~wA_*C z!`dX~;BYX?P9h*%SZLNrpa`p7Ie~r)>`h1mpWqmCaTEAuHbRn^qYt*)b% z9R{k3?wL&+Ci0DLQ(9+WV{4v_V56fTj;9Euqu&~xE@37AEYau#yY0f0FtT~ zK<;@T+YR0Ui1x89FVVpSTH}YbTrXgESnb(jdVof#!>^cwygL?_U1qk$#z&h^9#asD zA-5ds6Pa+dxA(&x15q9Huck#StbaT+M9{CF1@OUVQMsc9^UD8ac{%2!05sCWx>UWh zZ~uOrsIT2*XQIc+k1xUeH|Cs_9}NZ|48WZXRk^8r^I0*!d%eA8cos(vDa@@yk|XIK&_YD6pz$ zP%^kHHiGsV7$#?izr$b&6o(86{M<^5H|$nMLEr|xWg>Oq9FjcsaXv!~ z7uHu?RFv&PTN;1o4(xyEGztm}1%-wG6mEm<3haiJRe|vuNLO;-SVd$*)oyzEG;V2KeLp41?`(rw%JsjF)b#~E(%vhOJG?9Ou?#Amu+P=KSAiPH^*EHWDJn<1nIIy%^e zVLC`p_P%4;z8xkl9Aal*0i$7@Q)8NW7k0_t9}lli45bSH2DLz3rRRjMXB0mhTUany zD15 z2e3oPVE__GdWx5Dr||&LK49<&@rI2U@mzJTr^Su9bc^$_?onO%k3DqKfu{?AqHAT! z_C#k<$ltNw$tfu04;@;D?Rgn0ggMa^vegq9F%~r)fq^>!YxjIRAS6UfO%2eMIBIJU znfe-JqZE{sV?R$6-Kjk*W*_2x7Ije*BZJx1h=^mwIhB=wEz+EwF~3Y*{<~}56c9OJ zV8m&O;}S@on3u2C6@VDUcnA=Y((g3v9{_xZ$ZO4IF0QgHwBOEw^p;BN!?(@03n>f(>=gqy~6ZQ7=@O;C2uh~B@ zMD@iZvkQrnP6aj~Aq+I_x9_yhim|#}2M7QmckNaXYYE3>H1vR-BCey$j7_d6b&HvS zf#AE<2`*JC@6EKMDk>^K)-NRTY^&CUriYPv;AjLRg;whI1Rb2CkRvgumyARp07wx% z1~H*rc8*8w3T&thi}#9%xPEwK0zDvFVr$)o+ik8HFJhKvM%hlDn z|2dKe8KT=XZcBlova&KdW>~a0E$9(i7GyB-2RJX8MHUkIzz6m^XxqSy4w;dXTjHI| zKMq59!hJ{=t!j3qclQFYBMS-^(1G6YKNO3L$;r;H?^y_4^M^9lQx1#oy|l{k zkw@`u@L6Ts>f*&tTK)>U5!{Efb0~QQ%xEKtSbAeTRN7ptpFo^#rWPfbzQsZS5us=C zHt{LNr>8&5&p)!4$OZxRjxKiuYf|Ud@YtA|hX&hTev~G+S?UL1`$`bBc5?#*!k|?Q z+k9A1c6$*vgzMlF;xNaN5gq{nonH;e)eI#mzW6MTY80|31@{y2AW*EBKb0d$Q4PX|7|5r428b333T6Q}^Tm6d$ zR_MY|25T1*4q=||OfPtpz7Rhn>ARcr`0-vjG8`27{P`KN;_1;Jki$TY-2&+%)^BYc)~9FY7MvRt%K!$TmXwp# zKY#xG%M?nU{V)sz?u+fI%{0v^(m{nRXq@UOe4}bMe%~k|F5%iLZu))aLx^0>b1oRt z`xY$Qc&0|8rfAnLdQOEhM7rHv1*ixRh>rK~XUF_un%lrW@7&o+{Bb5A7V%4Q2%<-h z9({0*^v9OuI)PQb{rjmB(93aIrpCTOe+yK9^Pz5_e*iHet1uiS`{!0XNIK3fid~q@ zjaksdaKpo6?2Mx+?d9)Hr*DI*S!R8*!QbR$5BB(tcJu<>&LpHZ6%}L?0uZuJk+h_`}n{ydPS~jb(SegK09z z3@2*{1VR^PPJG2Q1_3y^)asI0RtI1r8j(Et(NdYK6$D7Z1SAfREgdZ_hp?ZLDpYPR z_)`%GZyx03MVj7{L-SBb)X@SGgpHKXy-6LPKQ|qCZTNZQzBPfM1O*rqJG-un5pOIM zr3I&NEq2cSM8PoZS$^*M3Z95_A}Qf4I~wrnys?J+;WBn-QQ=X;XM4$HKs?v)0)yG( z&%cilyl9kXjEwkg73Z6ESBaf$bXSnjBwP9^q*;iZw=E(e1PicpaYf&}dH)(F8}{Mw zSlrUc1p)~W9$K<37%qs)26$nK&=!K&*4qNu1w}NbOv24tHb7Z3OCc%D&FVJ?`^sRR@|6LQMLCITTa z0k^@(={^N+F~%PpDrq$(4(!D3mu&GU??;vBJVHTOiI|+4dUm>kf9DMWTTo{|cH3s5 zTM9=~$jjw@*lhsnd?tR*Cx$5>>?NTfR^W_2I*EfF!M{huQ3}oR{Rz4_OIlc9K^CDJ zvKB@lY;YM1CX|-SNSPx+hmh(;!F}EQ6R^W^m)#Yj9CPm;JUH8kk76?N=rAC)X`3{i zBvdsAkFq6ODh6!;eLX^{7Y34RKeVEK8YG0f2k#wCOiV0=g~Oza1jt_$VIgx_frncX z0m~sLuv^s;OaN`G@H8_acr^vRSUo)^DzffN;7g;V`}}nJ6Yc}LIhAlU_F~a@auVv> zK|**!?S19hd;9H7OcAO)SL-wB*MH5KdnMa~FgNa5{^Ety_l&z>zrFAmVjvLA;hY7b z!NwnjO=7@)F4EQ21=9~Ubd}{rB8dYNZwh0bKK{0LKyBbNtW?4Ee*B^EbaxGy^cPT? zOkTse127hk`LhTO;jHkvr*}bEfFYWpfscm=F8Sblmy>uqBoxQd)4YEmbng*Bwr%R@mA zceaf!mRZaLKGf6Itq%Ot;&WO_ORjTpFc8I$9Y@KF7e5geo-45tUgd&quVs?vQr zFKava*|cqWqwo%cQvuI%!;Z9m#IOzQ6oekX*L;LvkK>O&;9wzA6`tq0!8QLODmOpB zyK^r$IJSxkCctz#(!Y!^L03iX{y7gW!mGPb(FrosBccQ5%Nmr;cKjB5w_`@FuCK35-+dCotM>O%%DWHo@YDj;ET?#ZW*=%?w3v}5 z7W|YDrD1s_2+KfBhH0HRZo(XjGngoHZQvE+!w)Md3uJfAVA6ATR@U7c$GShDyx(tc zpEWZ(Yu>gd3H2G&(*hRuo+IB^jiYdQ1HCU=3SBVR*m&Y7Cp51>w0ZKZ~PMkrYm~06NZX7#?0bhkM z-^?g2Wr>a;A&8NJe8s#UdE#eKdfbL&<>Ykk6T#??=-+E=4o_E?OS25iFy$`K_z_G3 zTcohRCXb1|-75NH3Zyxt=?o&+JmHgYgNlVK8qs+XR5X8Xf+;8uH(7yG(rnuXggyWg zA1rmgcRzkel9On>+1%y6KWchSa-${<= zsyl)CD^+I}fK`vN16bL5`uYm!ETUu3rUeT;{U>70qew<-_QAzE&lv4t*7`tc0^!td zv-~@SlOS;;oC3y828W;_`_*K~U3Y zBNG9y!AKD4Y}Bn=U%cf@9#i0y|9|z*o+YmS>_<*pX>46>yu3Yatz7>8(e0e$RvKw> zZZYn^e^O8oHTHM66*aUvPyCOkt*bY;1ipD(^ti2;+XYW+TQ9ss!_QmG$lJ=>7Jt?< zlH!*7`wA^1aWQWEi&rZuifX#KdgI%g;@q--zpE($#pXYMlH`{7`zldQX>RF*|9QQk zr<=8rt+%m#-{4pypee&+a5F>X0&F>WbI zvD4h5YWS77U@vaze=b?e)9r%$zn|#uUqp>WjXkYgz1)eP%-Ua6%}7+;*2lrx_PCZR z-q_gcoEKhV_PKHTSSq@R_M zBs@l!x;=~OEqg8J(_7ISt6M7$DaxFzD~6;QbA--_1Vr64xdZ3}ZdpYdh5}*FT zH=efXtS9w<-?xmI_fezhkI|Je6=i!F&2h1K_I_C5abG$^R`McY&65u9UMPtCdg z5%l@0C#rGht|(K~>3GWOnEnbUcH2XqZ+x2letLSmxYhXQj^!`G$y5CuE)pUU0(sR( zGIbNv8>t>#8yp<^(aa%~a{2aCiGy)6H^vHOE~mNt7_j`suC%8-&?7E|VdUzc!Otu= z<9UiQyHW;Ry;fJh>{)a7d^s>zQmT}0u^t$7VJXn-&xC8yT4B{8xy|3-c5l60F);s> zlm5dg@jSaP7mrk$gwCp(yS^|Ge0U@0*K*aj>be4?gfl=WesE&lC)hR3vWzeZ6DZllZn`rD)KOZrT>pHW+J3+bg7s=wrv?ul-Dd#uM} z&;FtFZ#l2CE6{)bTCCeI(;ptw|FnMCO(>TpmtpHQ|1Gs@F_n=joMcxOu4x`WdMc@~ zw$6J=+302Tt_mHdF|v{ha^dBvY@=J3%DD$<{GM;E4V+Dz*urvHqh|F%W8wHti{YD@ zSKHk~eA6n(*8*+_)at3QyRujqQeU<3aH+Ock9Xawo#G-F&9tRC&tbV<_{T-Od4grg}b;r$~QIB)jc=`a(R(x!qmG%G~^7mO0b$m0xr$#_aOV`Ho!$ z%E^+>R=+M~bQTCybreM8Njf_fB$7v5IWm)U<%o9X$cRX;q;r+2!{^t`?40wVy7do! z=-2Pe>BLLJyV4pv_$@*tsXx^fQ-8XBhU!zDaor0kd&Z{%hnb#I3xpr)Cr@zCmk}CC zzN=bRf7%c)N~8W1iWi9`xCgU${XhNTpEhEtcZ4b=y&p{tUzBE5Nw7R`<8T+9iQ^`tN%=vwiKQU29ZPS;CJ17of|u=bkIzNt>Lv(0+PO~Z z$lZ#UZ7`b5NT?-j2~sz4d}~<#hD#-a!$?1WiL&F>ErIJFxeo8rp}tRATCeh(QScrs ze}=bG<847VvV;(=+)8Q#L;qn$!Dp#V#+-LE>bkeqpOgPidgk8c9zoKzKVkt~kNDqJ zZ!@X#3_bFrg*0ANy-OrcZoNoQdQ0ZyJ*JthQbsvm{fcv$fATGlnLqX&&~n`F;yJ6A z7oah=oHwR%GrgOoBD-(*h48@4TOE%hj^4e@#=#K&D(C3X3TMg!C;#+(=BKpo9L~fa z13NCPADEfWSk~1%-tY7232ScawD3>Dv!-`9$o2YfoH|#PePWVJUF}yU)5@|^Vc5^K zI;O4$t!W`3bX@940^6bWZUam^KE7E z&Q~H+9^pT}%5S`?bRoO=JPC)2Yvifk^X`uqjs0t1oMR-{UcEDJbL9*tmjemofsD{& zjF%j8(o7fnX}hEl5A9vdGsvHn&>p+ZgC&C8r|=z+JU zbrRh!sr^0M$PctIvry(T?br79Brv-RdcLJ&iI~1yL?IvDK~R!-WPgPBD>` znAXyK{l_@rN>%5@`spj-DtC6poY;{=kWdYJYG@>Tjg;a&6JyKpj(p18Y?rj8YuCcO z&hn%x4;*MnEzX%DsDGfjlz&AaL^{$tQnh6ZNte*Ox>L*(d-t9_E}(s+U+#A04<_m< zid+vWqqyuUgE{L3(jECetG-fJTQq|2@!Uw&RBx{S(Gij^FDQ6S(0GrS#7w?G5QEya zuq}60)nrnSQsmrDJtq_Jir4AYtr+?yQhh7e?lbgX?iW$cOV;ld->tIFklwz^nw7V? zvfty?J9P@JpPAfx)26@aZW^|C@$+4cZQ{6nMt-r4?$I`Fi5Vmb?VX4#HQWe9+s^b(gznq2n zHZGQ)_#swp`m9B7hTQyV_NnZJcEbJE3^G>HSV^VC7lmU5O6Jd|w_elhs?jkxe{k>2 zu~#7v*~6){m&D=*u>UshF9*U``rQnPY)IOpjgs^N;P*1`3>sE!RXYX@(C zVQpm0Ue+igtX#c`KY?sp62IWMsIi-gs{=6y=9Uo?`%hN?Kjh8C7yZ2ob8hLs^}=cH z|KYpDul#$B|GR7X_lnhY)QP{Cc;OQNR4ae49A7qe)6!8tV&(qdu2xk2B=UDLF;RTe z$luG`)0pD(L`p(j^oW(;KYtOIkv#bK_nrLbm6Etsr~dO(#P=}59Xo*^`TH8x zza^Kj6do?|7jTP9NQx1EEh;bKokTHYD?z+>f0x65xp%}0@V|WG|4+(G6m+Ky&NA+>t=wUbV+^Dg~c{#JDYRWJ!KjrG3H?-ct@3pmV z|F}GL)YGp0*VPK&8xtY@0h_7oiuc^>*rqJBn|D*+Vak^4dG;XwlR=Y@eA4AhPEEhZ zym^~`%icAwO>l?`T(*&4^^oVWtT%7|x?^>zwP(5AvYLDS@w2A38>4!Q$1-=wgf9nt zv7=94(`3j`io5c5Xhdt|hC0KJyS%*)6w&X#F*eGpGAW!J8}FMLKk{oEd*SXjlV3^6 zQLnyHCeJ#*pjKv;cFUAlCZr2Jb$e69Kj*4e+ z%Ng-m*xkMnGo};%XZMAkeGBx7F1aUqxQx|jbrW>T>PJp?_D}2A_ZX>~G^N#_RuD9y zugo+%zvCgsCN_%~yUm$KYA+?}2hidOw#3 zX4IE3^M5V-5! zr|0nj(SHPDo*O23M()10(D5v^z+Pp*n^`kE7_aKN*~Wlf4^t2ab`mLzU7781)l}W zoW7J&9J3TUw%@NeC1hc+#Pghji)OYw)6JJpsKvEtzF2Wi6>UD4PWCxezq;ol+k`CB zj`PP1y$pqP-(1kiFZdJJKuvvaBjN#}?un!JSC#)f+Vk|t*F-U%-Vpg?W7}t+ zxc870Zw<=Is9Enm`?7?C=WXZBE3cx`x}%S&uT2&{Nw``;^^G&k8<$%NvIudfeL=e&~nxKcHIbn)<;jpN00+rB^6O5#c@7Rh>@Y9~4AUA#8)sC|(7 zcG$@ULe|%kf$JfW5w@aG`E^4aGJ)oK}a&5t+- zlcI~)BHw>FV5#$NZ*$WKb>#D!+7HbG?CRz?Or5LY>hkl> zEUD28oxTB$zBFI=+?%3XP$GX}I+SHk+B%$Pu0(e~Lsb6i-WQ6Q6mG)zNJxwx7jchg z>)vuq+%@vS`dm|RweB?ru?~aVhbI>wamag+TV1VSn`Me<&C+Q0DOO(@Q@c-5vs>U$ zf4ceDhDEHwa@nD-n@p7nG|cyVLqZE0HFdVxSxm*Zyt$xAl}MIcdn4}8shnGvwp0n~ zYqktGygA6arD&3lLQYZp%ZoQVPmDH5oTg*GFZtN~3G~Wy#?YR}}Hl?RWlq^x>p<*}Q%K_QtN97mvERX3Tbfx*yuWdgD!@)}w)m zRYvNHH{b8l@fckyD6#7GU8(FJ?VX`awyvPKTJ}@x?3o*_WT*Tinl`Q``2D=CoT+zV z?4|DT;7&8|kk5BjZs(f5SnD4aIWroV?wvnzd3JPf%c1@_)`RcgO6}Z|T2tX&_vumd z39_3(0d&vEMi?FDN$M;{?JlU?^_r48A^R-aN$`ki%GWESn-^bSXL+^qTlLq2hQYJL zXVe21PBg2HN0{hWSSPViO`Mv%@mSg_D~h*?bpG;3$Oaj=svzw=pyOp)=e@DbcRUN#&3~fEt++5t>-a_d76hQ8ij%;8IQ!#h-9%<+0Lj2AyXGI4^nBgQ{PSeicjv^>)_1twm5d;7C2 zF7%p|kHDl$Ry;+@sRSf(h$A4)0(lj`19rrpG2@S$`_=ke#yy&tUjT=xeee(j!5luw zMAz@9A7S90{fldJMJx7M`{8FtANFDToyi|%JR8T_OgYe{U9E+`8;{J+wjMiV(-Z?S z!bV)WA>?AP->Zi8CwXASZTTsIZCpxW`dPRq(MWd2KQ;10SAX6|Eb-9#Vvs% zWu>46flqwttBp3C#xP0ogA?e3@k6toi4=shCM9k|@7f-uq?pG>gAn;W8*SXNJ_t_i zp%a3vD7GE8@Y9%_+%7}pyYnAOeqvtw?*044r1NQLF&dq@`fa>@M0ZUtBL_FOp-&rJ zBNs6KzzW3N&aTDFi+1QYHQQA7Ik0-p9b)b`E1OBPyj{;10Gt*-cQs zq`0~M9Td)ed-pQ0+S}OV+`BgbcgKcOqR|2d`Rwe8=fv2L#Q4XF%17%i@9 zd=%N)+J0K~C0BQ2({=tuudYc10>)T+oV-~-eItkD7|WC zPPPnK)EJo}PBFP;5@_sj8lNqn%vD9D7PM^inVXBXj>&D9M=DYGw?i7=!qfWP-rv&? z{(j&+AJ~>L1U_mlC6@)PiK;B;AOynLvlf@YWzb&G&PCUJ7Akw4pQHqP#`E@&OoKdj zBj9#+5qj`wbWip5SFXd2$@g$=YwKf-xk~NUO)JE+zW|+-O^fM#3OHjcKG-Et;IA-M zF9kA`l|sniNd=B<)dF#F5z*8KYMVmqAvE`gen9S8XCSncQ0me*IXnzPUUMlvVS~(| zUv`!gC847Lgi#MsFDUKGo>#{`r}`wigs zVi`aBCK49FAce@v%P-AA6c1vrd3g{-?5Q>I4PV372g3~n>~Ao&7HI6pbizh>Ce^?^ z`TOj`6}HW==L(Fwb@y{~p9O<;T?Xb#ugyg@I9o>M*lhQdgs&_=1(n{{h210#M7+^l z66M(2?VVgf>+d}qxi^!8V3QND2^rPxONxJf7*SGEPMB?@@4<#ze6|2pvhGq1Y@k<2 zw<#E|RG!FX?|=W}%ZFLcOWu$#f&B!*W8SA(uFF5(BmM|3e?PA{^$jxi+oJxDpTG(a z{3`ygtBzoUfvjl1Di0!jYLUsWTG!oWf6}F0%y7lv@i%ci#nzpuvDr91R%6xr5Pp6O zq66@juv|JhSvm$EXmI9zH4-g~A%as{84jDw{zW+ZhO2HU;QJB8<+RJcdO(8p`cw`X zJl1^jw~<^aOU7pNNBygU1CKGaQRrEv1QZ+8{P^7BK_~W8&d`imDsNodKkqD*>#Ui* z_~E4GL}^ADtsShAR<=T_V2dS;fjJ3#`MLs!5qj;d}sbit)4R z-$cE4i&7K<@Kw%>+T{#%y1Z~m24xHPV`C!GQg)}md7^bY36WBYAG!gL zK~O&u*Bii0SRJTb{%N`cihu_g>R}nUYWrdR8$psdWu*TbMkIZo5_CI;>D#G6J;Lb> zEG(ZO>4RT$h#QC@^u*g2!y{^rfm{}`Q$}#Jdg1utdUmB_AjAIc%a2lXe5)SXtO=w9NIYG!J@D$fl)a3jp&`V!5!=7*>o|HQBmWfU|RUsYs&3;KK@AdJeylmDJGCKF+L$=V1g3p z6vFcgciI)#qKsCaW;QMpt@Oax`6_wmhF8pjAfi zLP6gqGVElyTyW|SNRVOaS)6beyM%QmXt6XXsi&h$hf+3LK z%`{20da}9#TwK^2S(C5N5sXh(Ry}%~y`RT5*6%R~%f(zWUtVm($EHR64|#%8m$YPj z^${paDhC^(`2RNUdsBancjaKe#CZs;aO=&+Z+!1sIp_n2f0Ko9opJH*8q?PuCpW5THY&Yml z3Z6d~7d4<;egWSsb}7gHF*j%E^(*hy%kUpfmBpbw@eap^D^Jj$pC`X}DQ>Kc!S2WMf-~OhW96q%eg6UMKnzw}noGoPMKeqcb*dm{?0#< z3rY~hyv^@07fD=jBM>q!jv5@Dw}nf|sUtq^ z++4!jWavK%k5UdaYqgTWlI|kR+h}S+ZQptBbLzPuh&d4$aI)W3Z?&poRv*;vQ%Aqo zt=*J6U;g36uGX3P`FC<4r9KK+9lZ3dYIQPYdF?$3;gJ-58+P33n!u{@p*Rf4JA4a1 za1$oBmt~8}wz&*dSIOlZfVcQHBR}L)0c+TB)1CKk6mG4TYn^c@*Yd@YJ6Y9o=YW?F zhRUZ#-CG7ooO5yqp{~OrooI=)=H(3FFPei32sE2qmj6_DFR3Ax*w- zZSw1^^HB9^|7$YEgZ@+Zc%$0|<(xPz)q>i3aMYB*)xK=c3Q}1UH!Nu^zre508)Ze{ zwK@9bi#+Ub->Dyk&_#Aa4%|r`_a-MQM}NTDwt9kd0Q=74nb}GLNP{a$x(1Iv%_8+{ z6TI2^iR6Q#xJAD(Vuqty4{2uJIm zH`uohAD<)@QZ?YbUeSOeMDT|jYM=}Y5M;5^nr7aFH2fJRX1B+3y$flo|8(k!RxQ-g zQiSnfpaaY{Swt+vlv>(|Gn{E_oM9ulFHi0#e21ZAg@XOn=AI2v-+PnPdu?dW&HE^= zFVtg>;w7Y~>!*>bh^7{;^TN-j2XmlTIp2MRQ{H~HdSnm{_oPI=ZrM+p9a|SBAiBKK z{(tfG)p1!ZUAUlhcY}bmgh+RHr-X#mONcZQ64Kq>f|Qi-f}|n}NH+)yqJ*RY5-N4q zd%k<``T55|H?wEYtXVZ{Jr73sov&3H^kym3tT#;fUpAzD)n(5Q-(6pSSL{-&8tioh zpn^uUqqu05FCUA_EMM+|7#j38<>PkE-t`TeeUW1{{aSz;)$C9-bpc$SPQbSVgdWB_ z4mfIou=3E1b#J-sd2klck(knMqMLPYdj@^=YWZM*O&_GKwi?FK&5TwP0RA^rs4i!| zKK&dFYj8cM{dx^+r-bl*t~SwV-Yb{tis}M=Hc@jBIi9y`rOL#k2Os+=+P?d-`Y=|H z^5gR)mtqG>t6aT1PDT3&z^}&3bhBlKVf*B=1Q8%&cO~ zR!Hue6{h@ndNa6xcu;SSZFN-mv+va?GQY+do^M zGzm-cH@U=8+H7&!rks}V(I=97x7^vi38Eg&eDo5stWYH^9tM3kHRC$?SC0ETl_O%> zhi`yrqqkS(-(%9gn_r|9 z3r*FsdE-8nOSHa2Qyfiq-U2tnXP?tXWFhqV7p$=9j{=sirZ8vOyMgj!R?ZmGjT`KF__9 zm1(S4VQSHOf;S-1eWqhkR?!g2CG@1xgCf7Xhd=s8#j#!-G9@*Py<3@!{Gt6M+w@!J zg7132uQ{j4@!>!9z4zmO@efz0=^59VrS-Ymst)gyu^TX4LQb(_b=Wh4*^z2BS*oSo z1?7#OebZ|vgG|pR(_vB>&h|G|=%wCMw45UzqVW-xEAw8nE5;K;e#=>iGvaNvTcr{# zEH@&=>*468sL}3CrC!?oth#*SPZ`pPOj+X}<-^lt$^EqGU_rsA=-=2oWa={^iDhW~ za{pi1nwO9i0A{>pNz5^|U*M-gP@lRg9|*#%G%F_AQ)O8Z#E+R@YvY!$cuYkHwp&{1 z_g=es;jhGyuqnsTR-LJGSL#zKgO0)IFntzFw{lIufC$prMZ~GkHytV9N4CWj*{1oc z%F(YM*WkmlL+&+4zk{lwS;BORLLIRdm)AQ(`;9afWXiq&(#1l<8g!sV(QCZ^?ZgBT zUxVo5Q{1+x>7mzIiR)4edo!%0Eu(ve8KwJ%W%Wl`T_qeROg`A_q$D<; z(2|gfzzyP$Z2*=K996#tigbSOxaC&#*j>0n~VgtJNde}T~%xgbV zXR%0{|8OTBO#iIz_Eu$rDJ9p6%J>C@j^NG(tWHC8z-|elpY3Z@3=eH(FkJ8*8fP<) zbfl47niZaLK|Pyyu<^!zt%qaowN0nnGda#)SviGE!n3BcRqFqCB;5z*NN;^;_po6{ z2-pnnBo<`k>t0yKuOpF{?66_NEZEvYWe>Ra)8NaNSzG$!^@J{V9A>@;r*NbNV=!u^ zSx^~wAxc9`hnE23XtWVi^PMz->p0m`rF`Yz-!~v2wbbXR`t4FQ?YnT$6uQBn-Ts5& z+7$i3(va=)0YMmvWhsn>1teu%p2|yN8%l3 z!xE(2x}`kCU#E0%7qtZBrAqiZsEG1=0fY!Xh|;~3TF%Nl0~aAiEiq` z{&@;-)4JEi;rI0yc+YD(irx>$L_8Yh#~j&mj=)*Me6nWDRg(i>EQ0>7to~!|&wkx? z6P*{<;V&z{CE^E$9#<5L!MDsXBSeO6%bwC;IldwY`gqbav}E-TH!;ZhW2r`Yz8^u^ z5HHMJc*tC5$0Goz{Ehb~2yH&7stY;|eFY0PqRgzO! zurzL9hlyS@n1(Efy034_E0(LQI;qE4edRzcyk+*SpqRA;riKx2=JwmuV~vR7}=@vC zS8U=ZmF$+xL9hV|1G zjvr=~Ii*HR`B$^7@M>`2nZ{Lkgc@XFwAQ6cB&fhHnMr3vY$gT=<`$D+l!E?4e!`VF zM!~%Dnv8p>?#BKPQq=Shv??Uf%kz&l(_tKZ7^frol?=hiU3iyQ#)V6uRXXx+5o|zZ zwb+cRkx=&?V}i(QFT#uFnH*`1O9w%&Od5Hs2P7>_W665p(<-U+9=bYR^qbj-_bN`f zrmjDNN8FQ?&(so}{EY-=>`&qrC}@Un8VVyvmAJ{rd6x+#>SSiM-<5q1Njd!W#c3!a72->}Ugh43puT=T-h*!W9An&dV&L1B*Y$rXzFQc5KghjGC!C96Mlx~?J=%mCYY z1Lh|iWVNy1f4^lfJb}cgqU@-_v)~CMd^8A%4 zlOjKY0+MJas*!6Fb?m+FWu}rrT{Cl zdAvitHPiKN+NKRO- zB{(zod#+xdFB2J6qDSB}5|G*CIX)-btDq@P-;M86fwmIPoB6-bzH_XiF`VudsboWm zFV9-uqW%7}iZ`opCQiv+U7Zk5^P>+zVGV}$Qcxcg?5UX3!rNLT{|d~~)Kq1Wf)I6Z zK6DaOi+5UJkD57ZsY7>%?HJtpnOMYlMn*}2T1n-kCqb$k`z7tDDUfF=_;ltUR~RjZ zU~ERiYMxq?NSyuchK*^_>=42lp|>xaYj~s1lwO{1MWsj!YNIC&`7y0f>G}=o_lU4_ zZIB^TYDOLVvfck&!7nA(W?fQh^JOx5yD45^4Vk;E$FawLvpZPY^nn*T+6m80u-H`} zDsG0v%~F}e@`Oh7$NluSOp-=&)sJKAEr|F76-0e_s=mz>|to;rMafS~<+O zGB-GJ`35zZej^ZugG0hrez13qPqUJpsCWpxP3fs7V7(00y0Upd_+I_Gx$!_rSCk@2 zgxPp(i)#FYdVGJgutf{KE~02Y=BF$v_2lc{yqg;+{rt0l9?KS3j>n9Op#YROu2jiEd&cRpWil-S1909%#l~8}(Q;c-zTf zUwUa#>f_a)TdnmedHP?GsDquv5b12+nQukTPiGm92U{E7YP`FeVX-@OAO{OH(|vpE zgr;T#4L(bdzbbA=Z+Y_HGN=$U78qAKX2vMFwk>6$8#Pn#%@_p|iw8ep*%4%EI#R~f zIl{oyEV>d{HO@okguh;^TkRQG7I!32wX%yOnF^Cg?1`XUh9sZi^8Dg;y-+w5=zCxo z!{vw#f-PN}Dn=0~3*$SVoU=VtNi`4zo1KvHw0e_8c-Cf2cwwDQsfGeZUi_w;x?7{g zn1BP8KMO1D!B2Ybf~8~`ja2*=jpb`Ud#U6q^C% z&Q4pH`dp#NGBP;8Uy!HD6Dh&@c(;8_j8e2o#_NOWM>J4RW)!ID_N@u8yH7`1Q}K{{ zn|}X8ZtEbIjU0o&^J&xBnI)_`JuchwlkX2v@%M-H^0FJ;d2GlR ziC?&cG7mU_(_If%?fZF8?fb~1juihu)Xvp2mr9pXNpzpO^InumdP%h2))z*e*@0ls zUxSAy&J`fOV4?gkzR=|Te0K5?{q9}RQ5%UkTE5vbkcfMuCvA-30+vERc;fbA& zl0I={`pZ=kmTtBcbL>LK<#W+VdBw=6xXQ2yeS?%)x71x#H)^VyOWC^cCArEJBC=N5_#GM|bpcARNbj$D+(Tl~ZMqHlmCn*GwLkf?Gx zQABBykMJoLWdg?!O`j~Vu7gnbsF-y=!s)G zG84Rg?5sEWKUIXfTUb^SAQZ}59^Xlcqj;K&8JLFL%`R0Fctjx~6;ckb4aGZZ zt!#pzPpSD!y~R0`fZ~E+I4cq*0N_Zz%2?Z3qOwzu{@sK!tr|y99sR+8P*TJB&`?Y< zyPxCZe>Vv>q6-eo-CusY$7wW%&Ew!VdCFP)=-^L$G(hDj-n8bOeKsR)!N0~$WmKhb zXQMvIN?b#4j!KE=QW`vm4$k#rOhh{&bELJuh;4J;nL_{N5XXS9?0cuRr}tRTj?=fe#p9%H_nIi?~IfCjoPGs^9o+Q; z93O$U${O+(t=f}Ag4V&-%VM`0Gg&lw#xx{PcB!7gqqk{zgyO=c!pJ>I18W%V`KwW} zfwf2HTbj@J4FTQ3+q7~_i6>_Q^dg187Dt1N6271BKK@draj@sG*{{n(%7#ben+l|tREHX`Cy<6DdtZ~&h%)nb z=8rMveJAPm+&E2*NiV)=G)HuQFa1)R8mOyfYLuMouN z^CmA#O!KRF8;Pp#X`5r1zhsdoVpP~RTAujppfx2dQ?Yu6GBhIbV2AE$Bd}N?vJoKqj{SqhhA80 z?C-5`UnifQfA7|av$W}-wZREHG$QRNNMJ;za6Jv_dNjc0b+C^uV2D0ZZcJP8#J`6N zoOgO=e`ck5t)WgKN5Pn>(FiKAE6ym(TH1T7n}~~zJgd70q(TTpS0)cM2@C+~s6K$h&-_e8ashzz9 z0lVbk%PP&#_%#HMp{RpBxdu9OPVrym3jZ<=o>)MzPVH!IAWP zUCPS88~B^sYfZ4`y~ra-_PG!y$nwEPY^7o}zYlnb7VQAvA`iIbvH*Vw5LhP=%0T64YDRWnO2%2?>f6ih4btbm7fh9Ee!@4f(dRe*sm|)!TP8@t znRn$Nh~$>Hl7;JXxEL$+cmQ`yz_{}GCX5K^jmsNUr+h=^ez^G0WQmRF83XGB&`=h0i=i3ijVCNsw3ptHVJyrS}1Ar76$mZr|80_TN zFRmY!VEMeAIhXcoB9rs*FnPZAMi==)#6YSB8nM`cdg{4;^ZP}^y#>O)Iu_^nzCA-Cx#%jlh$-Q1KMCe4^hGow0#{Es%Q`N;j0kN2O zO^_E=<F|X5KE?doCuAsn zrq+_Ulh2Fmbd{^F=R(^5=F9KDP{3gWG;A2h;!UAKft9lOMq;P>)=S?;K*11DO-S+{7#`{TN_O;7_4Z3LvGq2Fw1dM`yWp?Y-X4>w^Rvb1em75)YZh zqJR4$=ZV|+m2~GSa}JMyMQ+f7Fro)=(eG(E^-^{gXy034_ z24lGel0-T|DJ_(H;o;%}x@SgKdT}vdF8IQz>7SqT@s$)G5fUMt^xhuN=-BtUEEtZV zS&U|yS&ZHsv|#ElYi@710i+yDK7~>diY!eUJFO7^J`7m&&zSgA*z}J7kWRepkQ`*AudQSySn; zgYBQn_o1XA2Ds3Lou}Rm3~cVs*XfOp}_bh`!+J>?SiFmZhF#LryokcVpvZt*US{oEp0d$x6d1K} zfanNSXy#0{CVOd%v<`#YN$2nIh}PRiCdE;%`PhlnZnDyv*}SctX#fZ{V3h zO`q74g8fEk$$3Tvf;<5A0bn$sTrIfQWYGrvV5aVu6L4GRzd1tbK01vcjJ8pmDlfsk z{xumP&zwDJQ#hzwUzsPV$0mI0B7=Q;2aaIchcd%jLnEVXO~>IjZH`;KYET?zV32MR zyn6k}JW{?g=4Y2tX|YrRh)vAPYOW>W6GxayI?o%e*^xylqJ&?`>~`9KZTt7%<@aL+ zet_<6*#Hs#m;;9fqmyj=6NYSaxDFf-L63*yvk&OR26gOLy!ncM(0FX13#7to1WIwZ z2JARN{g!FN%*TIdAq&hTcxAyM1s;#b65A+*RCBOnMP!l%zBESgYw%rrgnqna#QH!m zfrb={bdL`Yy{BF@F+gPqu(o|}wvT-oy$${F&bM2e&`T}ew8@!k3EHnU<(vqI{&;VZ zuv2cR6dqSlFLh%k!K_Xpt=$&HA1XrYOzLtfE1~3-&(hf$s)C{5QIqvvvzglmeOQJs zZ#6#RKG!h`V4AQnD$Y;*hC?!At!4z3x?Xc8K#4K62Cy%u)B%i9P%^Bg`PuM zibop;{FY~-US@LaqM|j*0wmn7@tw{4jo=&b?JPF;S|9Bw=}i3MA+M$W7pVkT_!cy{Txj$t&M_Q zML*}#mli*h6nQ-)N5;!>0I3!R^Sak5X@YcFX23(ja;rG-{ECNFDG^MI&0Hp3w+B6r z0*uuSeJ^ctWPT#uh0Um$fM`p>RrOWB&k-P2AsZY>=Elu2veKgQBNb)8hPq#bUIYO~ zA=Gg}wNrM0BW6RA4emeQU~7s=Rhj#I1HAEb2QY z5_=Wa^nhT%0A1-eZLk0!aJXBiB=8Tzg?9&dR16?xE~5vK4{*Gn_U(T)Wqw!wd?cpl zyIf{{{>H?6jUU<3#ypfb7=Q}4v(xnB_^Dwn@G_X*tM~g@c8@z8-bl69_%l#% z05LitAm%Q$Yy$Fffb?g#yH6)u5G&FJ56*QEX?A*kuQE%Cuw|dh2D?kTaaYC3;}yb0 z1@8YdVg~@fS5Pd6>P&zVwZ<5rrILkmgvx4=qWMOvv(i%=6b!T-IaFXvF1U@bad12Y z!Utez-0%SGXq-bS0iKzUY80>wLaK(Pj8~LYlXt?Y<*UC08e@KS1o=vtIpR#IlG_|H zuM-SXk8?#J?gGXzu){!c_g^R=f(2rK1h9@!BYv{xawmW6^XJP^f!=!Nl5BN00Az;B zYs0Utd#4pIUO-2==dUk);BoZ(x5*HO}80KRSW=hnAxP#$JnYZ%>c#Qq4#8m${FL=Mdk#GrVw0ZP4r51^5v zkQPt@8*Q)C!q^f^U&`{Oy92pF^wq4%_Rpw~m*{;!uq5s{yf6yi(aRnH2>9W;Ba{#O z7m&_-fENYmxS|6D|M~*JE|4B&kM3Yy3pD0(W-$SbF?BZ9r#})+piCZ4x@D(#W$00% z#5OW1ep8`6NO*P8;|A(Y8>C$>J>7I{pY8YtTK`y{a%zVK*~Hz=pxy-ubh*U|?mBTG zVQ=thqh=**OgB&rWSjwrGNX`__Hg!E180||+7aDWV<2CDC% z&`s+Hv;#E3;ekWIUYZf!4mE(l#Q5Vgs=g3v%4%zCyB1Q*ChrWo-Q+8|=n;%-{-w~X z9MDIEzxX>Wt-S3VJ&^igg4S#)tLGo9P3FvDb!|=Sx;B}w&~33HQbgkn5Z+J*`KR0# z0Sp$fVIc>tU=tz0fg0+k8z^X9s65eUBik|V(IBIvvuGif4@DKFZCq#%&^p52nM-8; z+izb%d*pExZ-M(H(&ct=4>ecw#(o4 z)o+DAF69pV=wr!sD`zQ}Hx@$Os(`1-*?Ro3*hfR_M_Pc4wc zq&QwAfdmR>ff9|^|EAS$y!vJC;qem+Enfv1-Fz1H=FJ=6T*ku0Q`xe|s)y8h@Kv=QiKV6}(67%_+bCcP0ZWoY$TKs{c9S))`>or%`(X zu;G+&3(9Iiql4CKi4SDJIHRLP$i!(Hm&jZP%P<)&K;KC=ZC& zfXh~0Z5N5p34VrCRHsqqaqG1MBhVdj)nto9(-tL#;6@YB#j~#4ehm8A>bDW8+*ZOp zTBRbTyK#CRznUoBg%cz<8a7})2xx=gk6bMwN*U!sr2(|k%vD`I4v7>BJO=udmX`X_ zak16MLcp}0u}3T9bOf})1CN+xEujbMFhoA{-2)E~o4$O3a>B!4Kv=y=4I}^_Gtc6c zSy?`yI#)o*TTx4?p-T7oGfsiUn?^ryWypCji?-FolJ$ttC{MmTX9I@#U;>>mN#gotZA>kApdi+;l(@oP_Jdd@EIVwwSXF z^s=mBq;hg{DA(KktxC9+yYqeYCu(r^IA@qF#Ox7zALj%(E>^F-MJ`bpTI z@Eyu>iDccod;6Rb-uCG(_`K*1%u?VxB3TYZ-GSi!8fy=11LY6LnPtwy1GFpJyHRE( zkGb66>785a-g~bRAuC(^kk-3vHm_2Bw*O`EHK86eH)ZQo%}PKDr5ABEE|m?5dvdZc z1+2Ez-xV&w5z(URnsQht4Jo@9=Aqoa>|NQn|0I<~Z|^?dAyw8GzUTTE=WB!y((keu zQCf{jir#X1L5`40`QUD})^tz7#qzpHO-hvq$0;>V*pPu!%Y1wfF31~O$`W*~fjh@)J{^R@tV_^b+S{nFwS88=2JB?BUce@XxLF*)I&UdyJ_b-{CL|HXp7h1pY3 z{gzd!cOzs+layH&#mba09{YnADSGcR9}9_H zsFc1yLAs%n&SUGrD`I|_mx_rDQ+l3OG%S8w=HD&O3IA)o?@!o1EWYJhC{G)?4@VQi z_u#q=t|N0NX`&}7IlpQ#?_EZsf>=31BH=38U_UzW9Q!tf3(i{8Be@9rFBJ)Q)dD}{ z4kj~=`_Ya2S@SYbX3+OrP#ET8U}J~<`5Jp2n@Ad(MS*Dss>X-bp~-1>w(Z9*n6vdY zZpqKDbWGwNk69!H{#tJLeIC3_xnP)7+VMDuWACJB!sqV&Kx1xP73oLQ%LhF_KzQ<} zBXu1ED7l*5Vr!eBRSLytR%7sPWaPQ71Z-oqI|z#q(SyoZqzs)R9mnh45^AHBRKIfe z)}b@~`iOU4zVB)9okoXD|eU<|GAmo!=({prLRriY*qv?ylGcVfAQMbqRoD{HHV1K=S?x3zJW#vo&pzPv}$6 zj;cHwe0bB?z(E4zQ660nM2ERmJ=P2HU;7|Vs&_;Bvx(%q%rU7Ox2moM z>4OgxWB)iJ-Y!2%3dFo$NRANy-9?sJOfPh#xImhZ_ee{-6!JPmbizO?JM!@(su33) z%#pGBniFv22w}idE=rQAQY<9rznS|oLsAvS?+%oMc)OE{hn?KH@(<@Kb}Ts#g2`ix z`+p+k{O09ikvBQw)!AIZCxEt90Jxq6y9?c6c5SFe8?WXCA&Mh&(KsV5&b9A@@c~_& zBK5xVdfTS3Lq)f7SNKJL;v&6G4zeFyNeC*b`MhMyu*$vtSH*|3pTVrlm-}Gpa5fP3 zT>U}t`XC`nPcM;B5i?;?Y&s_b(6_Z!~jN_}Ry$6^2wJ+f2H%5G;+(tg=@FKM^i8f_>+x5;O zq1LE~SWU{XROU=3@62m0xXf@i|53k#*l*@RhS;1cN=^oKE2;F=+4wzi^Qlv_f1>fM zk!@U2=)h43ERzRXV$h-pfYU+$P4>$kZmF4kwFPqmWCP~nyRR{sxNJU{Gl0*}=h8_W zIA*w~>By(DO2PGe0>M~9Dl-(1WSrc4ts`uyPt#{X@iu8S^sE6|G-zqVUX6AI{;mSx zYH%q3b5h<_sk8?8+e!^(Lso0|Ua=-5oH+Eur{8yHRHHSuP$e1)X|fqb{)<1F2wN|H z?+JgbLdh=!IJflPxRd_o;OB3Io+(I~K|2u50XXRG3r#jx(6%)2&pgt8f~Mes^h>#+ z@oket^uIfvWw^&nqnV(TE#m6#X;*?l#GV|l87Nn$LJGNj#jqwO8`LEy5a+(MdOmia z4^I#Wh>{o?7$95$QXB9_H`mq-6=qfBOC2LD2;~+bMIn>WMq$LcYi8awFj`+p!#8b+ zIL{;E zB`#dKg)D3qOXoMJ`!aS~V4Yap{9#SXum;0}h0y7dn$pW1&V}c5&(As)5~FX%zf1Wl zDUeG4+bk%tjjNw|Xmavy-44CZVU015R-+bkiPjI}7gQlR=n-2}ZA6T$Uw(q)r;#}v zx#|Y#xbC7hii%BF$?=enZ~Dk_-MA&y%qZGagnbyA;JismISnmo|5VJDa5BAlwE;03 zG;_QHindPwM~_gnt*gE3U%q&5r7WzG9+_id*hGrXI~z<|HT-o^XD8{3E~u}jd}i;z zEk$}4%~C`uP`BWZK2yBnx!l3Ya71YTeXBpE!BxC^+$jiHVP@c!jUm3l1k4AG*RNdz zP8g}JpJ`Ii<~sk90p`!y^AxQ3i--oZkac-`dmwBGM6cJ|@yo_)Bb_s7O$7C^abXCd59{{*$-GoKP910|E>~7u)BU zl^auRHNRfLu5pU>S4s`0YWs5$H_s8q&&It<`6fA@dLhd7Nv~0K=@EsxW3%U1MW7%$ zd<3+Rpd=s$_d*>G+S_5$I-*ST)Ej?FEfC9jI+05kHz&30vHoSMm zF)V?GHXvc{O~(Q~aY=_oKm%6|v5=}Okqxou;trcOr~>wu-{7i3YLIDO zJ^<3RH#e#}e3OD}YQNLSjdh=_25kKo2W+iIU3C@)D-Z_wr}l6|?$z7RkG=6D^aeo? zGd6o0cn*MttVqJ=TlUsV_Oi*{LK>p3d2lyF&)~Qj%<=qLx8yAhQ6tmzPm+*CEJO`< zBsxqp4JQhZ7fb3=5{PGi&92URK^0BIZUi??z_5f$?#_!nYEmjBb~e!a1@=%oD{1Rj zw@9%lv^Ll(;}+szs1a!vG+;^#={D*$4n zc8dtvI*)6Qg;iuk-7HONFbJ^i487 z)zQoT#^#DG2q~sA>oi2!3vQkeBcwt+NJ?t4cQlPSPL`rN-p*LN)@7yr_~b~x>q%0N z#DSyK;APbddj?C2P7PuE9;b=`)1xnPLd29c&+1iJs^o#N9XiJ$p^R{GF^6x3WE0tS z_D6t8Q1;*U=S!t<&`TXh+wtyBqrWYiaY0U|fO0hM+19*&E-`4H&|C#LU z7S>Af6i@=bp5ESYu>x@IMYr$2Emui=X1D{_AmE`}_Bp|2i?u=B{QwPvN%&&zEM{s{ z(k?PW8$Lgw*FPy){JmMF>E|?zuE9_}27lfUj($C(za#V)%1Ml%=N|>-&PfetKP;VO z9$Xj*TwE++P4BXqf0>FZnS8ilF`d*S)ycYeDzJ=nuwq#NX2uvQXOh zdz#w*)?@8=Tl6UE63h}6wbOpSK6?mMU>kPOG28E>_3&h876HB&DvP^I8OpZk!f{;m z3!DoI+|y?+gTbpFJqSL7rUV3Xk>*#jM|6QojnC*k zZmiq2?LS_aHWySX>d>9&X{09)OYZxo8<#RXItnlyrjMnIw_Abt99UAI<1~p*Bw_i( zONC>1GhO1E2^ZPrfug*JetkrlpPl9Yhc}p6FsQdDopq4Q{!Hy?poy zolY+jOJ-O-6kn5_;O{ios|h>M8l41tdlexL597~Ez%AsC2)(pRWxzBYW(g{XR2xJN zp>+^*2RY`DgPxK?qxdt}Z5Svh{-s<9mh#=e+zjJ74p;yW&8M1ldCiZ4j_&FfeGjlc zE!OD8O)Q6P8cPHN3mhi5K7SKo2r&(-$@=9XwTt{c2nxwtnQ5>O-2*!pyD(5V@8Tw{ zvFZzZh@Rf{)QzsG=4zvxvHAw3#TILkVgWEhC^YuoR7(M3KySF)2%v?`*neA1>_vC< z5JQL0_B|blCjKGTx4926n$2B(TkiMtX?18#X09!e*0slwus=}gaW9ux50p{$VyspR z3*?xUvZ)o>!cg!X0pNrBhK6`()ig&w{C`ex{bk%^xOr2+$N%##w~b~$IuY$#R zd6W8I0EHL}HKYwWQpw_#Kf#UCh1W4dYyGuSlP8=kAXHTCVPKU$|4ZX@;2WU9$$g_b zo^tS);`SFp`)rFqsjX$juVJb_#o*E1?N24nwKEsCljowq>pV|>899YGj-B)`c(B|c z`^--9!KOhTy6kxEWXX*Iiv+GFScz=z$#r=l~RbL#1J0P*6;iF@?<2$=y^DWbGu;9>L#$R^vcr##sk>ljywP zU;w4@M84N|TuL1OT!?k3eHEQ z)8QGUIimvg_tPo+-iQj9SpCC?;7fV;=3>Qgcvo*q8$~2%Ey+v#nqj7tYNKBSNuE0^ zBDk4FfmYy*W``N-Y; zP#B~{`Ib@)LB4E=WaqErW4?nWpeY73w*UE+B}z(UNQ0;)=fd^)zKqbq_|cCA|13`F ztmE6m9aTW1OAKaO>KWEtseToYc;SxF&7idZ0{3w%VF9{oG-fQoR6x-y14GpA&!2jB zmeGm|tV@voQ&m-UMJZy=i9a*8FTZ2I2^$3W|JPV`J+?848+S~yye4^R-0;6d0z}XL zyB@czVe&$DjR%2Bmy8Ot8t_^QGM>vMttk8_3Sl@5L3Ml-DkstH_zk+3ltrh@nTlycfRgd zBz#sakm34kw0Z!k-?`yOYug`dFbjNR9` z>3h}S+id>N%yZ)?e7zFTIYjqM$a_GkiwjEc(qxPmL;zpZrQYHw~l3MHiPkBea>vnEw zwz5*!1-I%?{9kf^lS)dN^jPrvjGbACOAGc7lsTfMCl7yiv!Abxp`3uw{r@=up8U7% zSOM9}9_+Kgim#`qS&KtFDr5Ms%pu~<)CBVY?zNw>7KB?daM|N|i!0-WseRhUP~WYp z)-+C|)o5wEz?Mh5T^bRebql`f#?FX34jCQQqbvA=kDgdjVgFZ3Lqh{@%6^@m{%50a zoF64SMZ6)=zt4Vomd=D;VtV8$8bIsDjTLW5SS=haT^K-8`+@ey0MF9j`U<2SmRo_8 z-%8#eHv(`awbNg`cmYr^0P%GX$l^8+!LtNxVhhwXMKt46KEFY6$ zE=V(_hZNJ1FnKc7&XUlzjE!na5PeTVoB~@Vh-X712UjLDS7+nYcTG~4^yoKr@CFw_ zP4t}zV@aS6wggumzRDEt!M!&}MBElSIy=+%C^rGLOv!Y?=8AL*;Wq&l3oj*$nLU5A zqEa;dvR(H3283%bo*u|?=|{Au73}*z3FSDX;Hi8<8w^HyvwtaN%WpON$nxH_kIeZ! z3_(d4MK_%IyZ&?^S(G%moU|&W3_n#Om)1)oXPEyT(UGuq$(1VV_+Q6PZSlLBH6}i6 zGet3XYhBBxEG_w?O>GW5O01IM+;Z2 zp%=#=zz)20`v90^&HuBWlE8U{2_c@}L{hr&Qouf%zOB0P_gBxyE@1=WRw9I^ z&neq|Cis&WWefI%WA=LPgenHe`u8Z0WdZql3e7=#{B6V9IiNp#|6UDca8@#SBCH9Y z)?x-cgp--qxuXe5CO;PZ(ZG?XSRGlK?TPV|G26SwiuyFKWxaMGfFv87i2wV|@TEt3 zg84fKjQhGE6bo=EJTnev7?@x0{Wt94A6dw%=TLd>P=GXOS>IuB)($yAxszC`%1h1r zwQL`smbVONR5NOR5;mX872jtI_4qmGw=+<#dBu%mcMmAD2ye*toEH}r6~RR`ljJi$ zZGwOG4<)wLZXrGyWAaBpc7pvutdry#5{qtuLF@O6U2y zO{X2!|F1FgGUSc6e<_?tNE1FAcv-HFsWy`07@hr?m!AJsx9I&0)Rn-5zrsGT7+dwG zEAKPKG{ZU9V}Mz!Gp?P1_zJ*e=797JE|UR{=s#P@=ktD=t;T>zpBGYP;$Mr)+N3vb zj)32(#L8ttZU56Sk^H2x-ur8qY=SQOb};XXj8?j7{OSz_?HIUu5&*CkFte(29Bja=eTfeNyuufXmn61I%XZm z2521Df7{ogS)Zemg)5ywt@GuR6nN#T#1PE0n`nN%`oxN3$ON-Etd`ReeP~5lA_u`7 zjz$<>iAe3_XNxx$3HRkc2Nd0MvwM6MQs?-aVu`cAyBeRNSo{;NbnxVcBkmoA${}Tv z4R$z&LyhyoON)J2naQisg}+5Aoc0tsCTyli3JB>%kdCWO@y(hIJ-NYN>7M;?kz>|4 zdMLj2LYg;Ek%SSfpVBu;`<4T#j6$34({) zYMFV3s1V;B4uSpIu^d0@@NGuKs1x@L+_V(4{)rIZ*E^p)t*Y1NOKG~7k7M^dASeg| z-D(dBK$sd@M_o?>;oa2KR6=gWQ8ZVw@B4>Ba{y<)7-0`0OtV0Q}Yti7#n5L~=d_6^x$uy$sdNu|9` zz?^X*TcoUYm+Roy=5?wW@*2aE8FGR@K-9?ielKaP^Pte+|u`}FjMP7DRZUvWOI*NFMD zx3`DQu6w7PbI|B{FYXlSJ>uYdI#A3-@#@aQWpSVfc5gDA+)c!k`^s9gW3v{)r72=C z^5zi*2lDd;!K*2|bg~{{c5Z*4Czg?ND$ZZW32_%pi!O7LmJ$|AA8wxAns2?j7G17J zfj0m}5q9?W72nZz&0p!?!?2fo`}pK1=7ZRovba}Kvn~FrB(9VGT=nHx9lz??RNAC4 zpK00`N4p`sW3}&VfBUWa*GZC!YugMjy4=Q?2g-Q5UVuQA|A@33#QB^r4@yY0e|88LuPC#Op?ixTGQ)~;te-)H(TPaOf;y`VzaUj2DBNY zVBv6}ng-;vnJ*S#G{Fwsg)$nzs$!jjyAh?@knM~hQ-NioDB?nSy_+56L$K|!&ul$~ z2OUmI?zdZ!P`tI~e~^fN8o*U=H*~ksRE7)Z9=Y6nh9J^mY&bF&Q^Aj%Bic?JfSWEG z61Eqc*QsqDf8E?<&%OK7ITMBs_#VlxYJ17SHqgwdd0n9)20v58>Uvi=S2l?3O-rna zYgzS-#FoE}@iZ(>IX;bjA!@PJruyA0nfsmJG+~!R8*iWt#bh`+Ngc0j*W3Y4Tv-{j z&GkU*hQ^@&cz8p-O;jdQ?g+d2zQDIy*|*qV<_Khh_dH%I-A}b+XVB>Xx@N@?$6vGY zMp|W|S-TsvXPPQ$NBai}^;bFWnMFzbOhrL$V6TTfHsGAP2C*L3|6sY{5&D;bnqJ_% znJOBSAZv7iYblbEMWE!nzFEY%QD{kGqDW4!nC{@M4OeRixh*IaWdWR6~e z3E`sB7DoR$^93_%&DqoQpPXYPJy6ZspUhLjSU${?6D;?wV>j`_Ik1IkYjDsj5s>;I zVT0Iy#AP4ROLXg6Q%9CqVT3TRTLE81;ios#Ym=?Si2Dw|$1}|}9=n{vod8UAkbwVv z11QFTm_fkpU<#NfMzWrq*ws*n_-Nh=c*B%b=C`5$B{t*#0xLFUD()CO#N0oBvTWL2 zwAHATaj8Ceb@IoH{IkivQ$$*>5R>+^* z2}hRo2(**t9*(C>vU1P!a3fbDJoR71tZ#K7tx z<4k}{sfa1eonw_W{ac5#SAP^>!T%+^`^PSg&c0>>_NWJqz4H8@31KYtVsX_0y4t{| z2aM;%q%FlJ+Q32V=~N|5gsckf+CrfE#+W-@p~HS@26*mcxuo$x@U<~VQLx<1YnmmW zQB(iQ*@XX#k5bhulqRW3!^}Z2GFk>IKd0bX90giSs=%!XW&=||Cf3kO6005|H}BVt zIy~EXlz6d%0|KTr-@D6Q`bo(5g5x0|?RRPWA$%U4`cQ|^^_sxV5vBvLXS>ZlLiOye zVWb9jj$X()>2kp=uM9@b?&dFQE2y1~*V`1dlces&oSsvdgF9N!)?F3QVWR>~MPHR^ z_=0>ihj=~?h;A3;kdVioC?9frJ8P$eP}Jj;if|&Nb!hI4^iX0)MBiSLh|;R=-&yiL zj}n{pr0crE@|RXABwa3{B#IRXz>R1Fe_*4kI^6f~c^y_Dpd_s6!gO5`cjr&X6q3pI z+FTV}I_oR<_{ln@*a<%1^gF~Z!|=m!hIo~Vyw7yi^0U!cc`0Fgs=)no{r0CgqGKH) zahRBQA|QkT@9x0oyM5+c#LrPtK4%@bKn6{8L39qizjFJ*RH)6A3cRr+ONKvO@)BYf zt|nW#>UL5oqy8cjntmtfX&P}m6-gRo+Kq2ZcZEo6gvvT#A{0+(w|RU7BD`Ya^oCX5 z0PZz2+m6Ozw&e%cW?KKnhML0il6d%PNxQ5=C4+*c8WKYW@_S^&{0NsZx-0*|b3oLk0 zGZ!;tH%l)4ip8g^J(>Mo^mU!{9~C@LFACZCCmZ)3n2wKU zus3$d3YN>=I1V+{hpq>6K%eI8QgUlqCoQEeB2GGePG(!%Z(7OXihU`2)4ZM+LLBO% zG^)<5sRKUpbpj|iO=OievM`|6W@IdZ_LfFM5inXnbN|TFNS~-Ij;IZ3gr4pzy6#b@ zq^0rpe(~FvTzvNNkOfB~$NtT$937Wdf*dg$mdERbe=3p~2w_;AK2P`VVA6m9rp>=e zvyzTB(I>t-HmYAjDJF9Dx3S^eZeRgl9Z`A^FTwvW_bCrzK-ceVs5T57#HhkWlqj)+ zS)^c*f3+|m`YdNOT9A~K1XLl-TGt?PpLbK4LM~UpxpbW}ZoT+I<#RJi@NY0NN$zKv znx?Iryisnwr@upO?LTET-Uy!2V9Gx2gRvyO^o1h>VQN+211~BHCF3}f3>1DH7phi) z#xgx`8hB8cd-3?esWx;0BuoA;_oH*(nL_oBg-%9xs$Xjr%j_({J-(U6Wd0%dYF!S<5R+2;|BBE(A`@(!QxiO=R-IT75?-zJ=$^}Q7d!}&(@hjZv zJwvHFc`TLcejrVVAP$;4KQ25M#3lKo*J!*_d_DZNj3LZ)3cONysZ#eb^51TFKfy(m z;^zX@-WFn~{>4gmOp02<*tiijbHX1r2Hg+6A*?wAggz{;X0{kO*~u))Pw{YXF`A&k z(qjNI5B|j6hU|8HrbvV64Sh9%=&NJ9kP-Xg4^86Jln9LiJZCFWkh~JMlGK>H!A}|J zlBCM{uW!xmy_%z;r{CBQNdu5O0=$d8UR>y)nUAO;3fM&Kn5yT5VM&6s(EYj(B-}ha zNi`oM5lfwgC~c03L(Zyqi0CzOL|KD8$z(m?pl|D!;=n02i}=mTJqWMc6tk%>>w)l_ zy1kUzNtf08=t2Ij=cDYVDNqeb3--qYelA52<9|T#CIVOTm zWDvcRsEex;9wg$}q|mD9aXrkw_Odi%O>Y;6on4#>o|R(M}rS;|Q?^ zA&<94FQTKPY_?$R&p~zQ#&IOY@s47FGR@?_Cpz`5RZx0q zO2GWLX(Gi)z5If5uLdXx-Xnm@K0TEI?Bu|Hh>W?>hyyfB^U2dK=%8#%df-e7K3VwPLaqS!kv-$z)OzIS zd9xx5;er?jFVrTjlx7Yi>6LL0yM{d$DZm1kLKCS8Z-nohr1>e^a(+~mRJ>gI#T;9>xGWc7oHs3dJXRN?3)0FV~t`k1~zy}MsjyTEjs!d^z4 zl%;cH3Rm#Kn0~oHJ#De@V0EM`#SKb(^yS{~hBWfK^3gN~CAR-Byik1a)2TubZxkbZ zvoeZ=fkLu}JA2;~Yyj?kVVa3h@)DXQa{mIF_!H~zR9cCfIklcbj_NWvLD0R|Wp#f? z6%)R1?9>-3i8dU(3ll5DJ6zJ*8hwAThU>!_0@w3z5U-k|1{TS26>!3WQcwW<%lM`C z@oVFOtMzOie%;6XDAyfO2#E@(965eN+9Hu7AzPq~$2D7D-9Mqh!^?l^KRjU$LL3o8 zhKUi3$$S4;^22M~50_qcTaPx`P!zESRDVfXZa=AO%&l3a;Ju#VNU{LUtmeor^%&rR ze7{-Qp?YuUT=M#OpnN3GCv_r{oiBSsv2MbTS!q71COFeHv5CCk28Fws(U~KlR>>a9 z#<3gyo+lS(prMWojKDNo-$+e~4(r)HqVwz!`$vL@Pn1D@yaD`@+`#h zvq`Bd?6I`&IDOQ&(-Di^=y-~tblFsJHoQ7q`sI4^`pO=uBW6Pp4dkA&VhGeyMdqt~ z3zHoJCSlE7loOeQta+nXdhc)lRQd%L>l&^mpY3;}DBPLGd#y~1gSEmL?9+5}Y!Dqf z*w-p%iT5vq{c2~Eyd>qjgt9BCYT^74c4X=NFHgii|3Em_FsU(X&L+r#>S06Sn~=&} zqD<2WMo9fO$8wE$bzE_g&v6{w->ZIp5SJv#g=>EO?a?^#`?-D7GTE~hc1$FvRf552 z)ZeZ2Oan5yF7>*J*V3g5WZ)|Nn4eooN&A)sLasRR>!Ue8W>d=r+zsO50;VZ6ILk3p zbgz{$8@SeHl32-&?6ykQm?7V*ep_no>5%98`~4yh0y6@ZiLT2v!PS)fM7VYJgcbbP zHR%1+^l@1Ea%!wvj40k0O6IJd_dH>&I^!>g@~P$8I)Co_+Qp7hMA&qEi6~^R(5S-1 zSTVuJ9f?bE+h<@32J5KRik?VJ_Nvn-|!LCe0| z77uav+C0%Uq!)dSlIh^-+tQ8xn?oKU%=EMJ5R+;sl?g6+h+;jr8kVhs<3i zagkBWnIU?gIzjJgw~10Pqp=&yaxFpw-+#qjQ3>18wnccf6)DrSf{((L{ikQ}l$a}g z3WVFeM8Sy4b#a4eo+*`Rbvrfy+St1gYBrYtFAsalVv_s*w5uA`t)l!(l`F)97hHw^ zjZyK01s6LM0Q1HhjDc|xTs)UoHDOU~6|2vPIDTz_%^!^Gfmix6-+vcFag|aC-E|l*RnMT#Q`!^SJX}tDGcJGlt(h(%jRzhUHDzj0jq!1W@<|s^hJ|?m$*nHf%^j zQZmtOI215peZ9Ts6pR5M0EC|3vV7+P|NWynO?p$W^R^k>5=t25=~Hx4BX68o&ZVubg7?M<0o&bj8Dj;V7IHHbxb!7!qa&OKz z#V@^p+W>GciAM>o{sin=F5eq(^+&q9w)vo3+sEFyW1!%@aKJ|)SEJ>r!Uk-s)JZf- zK->q&r>{W@!^o?>0&<$2wl`38jZC%%scFa1bUFx#F#V#Xq36rU(%(i#`F(wTLHAc@ z*SVj%x;p4pi$Hp>s;w;@@MXjtaC)9VZ3T*(obG6*9tH;|4X}rX`e$nve;>hL+y5Ar zjo38Ek4Cqz1E(Yx{JK%A$<11qyK5f>ZJ^Pit=;JcZOlk@J8Nm(P4pK&jKZ3Bb5}Q4 z1%zU%;V&$k1h`8fiO_C;f>z`6MRc!q02>%I=>1Hk%jI*AYR}{6M9 z%*8?o100LJ3$FoY3uKoTeL%oy^JJ!dyKoK~yP_np?5QUwCa|LicD5ug0OfyYs4fk- zoAA3GfVOSr>*}jkaX~$H2N;oRDiG*Y8G*Zkk6P=Mg8>J=Wkg7Y^1A0c+CPexyv+ZC z@5?~(Us$-SPV1i;K$88h z?tW)#yRR@)4&=-aDETtX{3cY( z`?$Fzxo=K;9WrEdo-E8k-Q?b1ePOkcdIL_JW=BWRJ@~U!cYzwM?fP^zOF$cR=jDrr z%H}eh=_Hju1C0hyJ-)rUiHnb?mZ9e@1{6@ru_QG$HIR{*n3{rGVG6J-0{LswP(L~# zhXvjlO4RL80;`2^6Cec+IBoNwln$EYlC*&3$wvnV!!hAeJD6*G!Ge;#`F;W6nNH? z$zO9tHQol*1sghG;WdU8lifZ1KITSr?CE?+f#$n)@g`uM>NQxSV__9DHh_lfe{}tw zV8Bua;Jn(Ux%cE+t9x|&esVkH_zNI%11g4M78f!HQQ&qgH*h5yGeky2v|DYx26>uc zCytC3U{4#e5z3ROIsl6#9edE#NRgBVSB#7dP8GCwP)}{maxCCS)^k|(Zi6+iBtdSs+LH;!MZKy{aV%hG<4As3max9y#V}#+%9*z5D zaNP*T{qiSG4xHin+C=ejtm}yJ<cc;F)lvu83`WEra~gT4jwCj`T8udeH40 z{66-!TT{KP>l0){Yp+ z=t$~blx-Gi+RVtj-@z%OS3?ZWLq*p?BkRY!WFYo4-7toEyoKjl4O@5UjUoBF%SLy3 zRL^pVi6jWMCv<*c;rWx8F*De{r`J}y@*0IMRWqk}YIKhLra`>v<8SPhV z@3O;G58>KH&_wRk9AYbB_^DL>5IPG#0*Hi*j@U;|L$M!BKsUXn`gwF|aWU{2u{mC> z#lrRkZUrpf!nfz=B=Mk-KN_R6Ru3$^!2Y6MpbgvtoLPAVg%Rkaxg@wW#peyXIQimrsy2BbYHQOnZCRUFSQC>Nle)UPsZW1HfUxDo(B)E9kC>pI!KV?HE5ZZY zPjUrF5$%7$O!iTcOgopZ%6msi{YvFs*#u#R{u+EW0HrR~SJw(LKdAp|@Mp#;w86=3 z6)#hvMwczY#XuyX!#^$QE#^7j-AG`#*gITidB7{lSkH@KEj1Z_d*BQ6ZoG+Uw@z-z zc0c9D%lsX+JZU7&y34>$?N3s#NkrGd;34B<+VmaNpUgcWBsDE>1J}cTpc;GP@<;~b zgu1k2!1c(SlVFjt1tlY2cpvmKssSGVcI3yr_sKgc#J*;#cYQiFNI_wu zHILZ#?Wk?yJ-i6-WRe~Y<+?F1W%#1lNQoDyu%z>J>Yi)=pmWgQ*&Toj!5caKP5bVv&)NZx`mHNl{I2rjx7ci9b z1az~}>QXlCZ&u}F>wlc3Ceu1d*Nx{VC0c{U$*+!)@d*t%D_FeDdKu{B?$k@xMFA>^tJWhnSCN0^^-g^!5wueK4+p z9DiLlT?kebdquUV5Mwh)p%RfW=>#cKj?vR!4JuAuqj^ba)P8IdleQe)z5s@C(quYK zStSC1R`jo*D)R4e&-Z<9Sxg+9p~1maW~PhF>k&_YO@KHX+!$J3B6oHeS;M5%md+%5E6LCb4_R?)2LLKkM&FHoIpLhV+-Q409ifs*x{a2Q1sfK}<&i*Yz1l zMAg<_gu?k~Pb~s?sS>*xdb6)&Y89U8ucrUGU62^8Rp69*v2}6scT9}p1NqdW{}SyH zqzRI?FIX1?;x|tybPN7z zZ?+u^?W@7u;2vtHu#XWK5vdCPwqqiMP6G_+2YOWyiKb-}7Qv|UAO>jT5qJH^dUnjT zr@t2)A6^S!n9gUYziJuak$&JS&PL7wK{UvRv|j!O1qJ=<$A_5*yrTJe51_9Ak}2&5 z>uE&0D!K^sB~W&$@~)|-o~@rV%_>2fwaOti5Jq%A#E-xEGSAwn)-!R1R{%Tr6hd#e z#mM-cU2f3t;-;NG--c&JN0qG}lA(_|YJz0no`DcWDiJN&JS zuuA6l>S4LiTq)+&5#9!XMJ4|?d+i-afJ zr}d+3jN}q*F>@|`x&BYHLYU93Z`7*0o1a-8DVT;%4m6qY=SrsiA$vDJLU|G%a&abt zlLXxEDfP|UenatHQOJnBBV|DL%ruvF$}8zPbN;FxG&+T_{u}Oa>HAycU?p8#S+mKYRQBq!m;<#~dGQmNuw$-`{EMJw647oCn*04hVj3M^ za`;LMZh8RV(Z4(zISVTdY$@*Hzq1rVUogItI6j55nJtz;lMmz6L5mWb;-T9;- zL-@v6SXLy&ol*#OUmQ!l2vb%N+%E{`bu(*F^R(`h5n(;I zL0WBPr2oVD>aKpCsYXtP=xAzh0SpJj#qpAQ!hD$5urRn@W zDp{l$TE^YJt!bnCeMDy2I^3g;aFDGf`EhfBWMy#+E!efXIoZj;Aqt*;?x%$$rYxv? zG$G^)^oI?&7Mw1ZM*45h0oh{ zgi%5&n0*=5vK>uuiO?q)0F zQ;n4y(-#=UKO2f{{pOpWDz4m#Q2;)P1tP5XF1#Md2lg=YW=4NRw-Xd-mNFf8B5B&& zc%9?0N?+6m-6W5dxGyJ$=iDLv+;m+HP8SX+0^c?Jgi;XFNQ-SO6|4J0r6?X7d_`N+2~+M6`jKb!%7M)xU?gc{oFPoC;7f#0 z6B`*(hzvae$4!kHKc+thF}xz9N?mCujJG?#WXTAI!6$qx*N7wz4DP5bfyFNNkAt`8_=4(XTgk zHR3s*-Ix+*XvfLQhM*F|8O!eLiPlq;0UNcXY!}xWxoFbkQ~>ebhx=&K z&zPo9y>J@YR3!Aa$j~hL$C3_~j`q#v2hbqs=CLS%tzr)#1W&}*>dKyNveHqRDb=PE zR&P!fh0L>R2ZcQA;_YX7kKzB6M5o@V`5xb0Hqqa^O*yCgplh!5y0n#gLHfSrML(E+ zQv!M<&!9duTEst9`W^-E0iy2j1iia9IAgPfAE@bVU-)G|p>8yj-wVO4?z8Zo`aD#k zYJ6oh1)Dzq6~#OL9Nw^=Gj8LpH-E=*d?006Cu(U;TCQ|f8opobvqB+t&GD!=3VJSt z(OiF>oI;Vf@qMSJI6FYC;uI9OMkh41b4`tXrQ-nX`b5GLUmoqO>*2P0jfIHiUCNdd zxcd+OwRC~wFRqeFx^%~dSFzP4P3;u!gIkuW+2GUsK-OZFmZYOTG=sg!b91E42fs4@ zKEiKZ7^z6H_n5wh2?j;NB>D6+QUwaBuR;Vdz`n)7;b=->`gagUux&%ii;>=M&#C9h z{|m!iZjt*~l4>PH53Ppo6i04w929HvSOnGG{%APpF${IEC+cY9PO&1%QTSJ@*jn9M zF)k7qW=nqbe#Pe_Hu)6gNDz&^yzkijgU_e(zySk$k1?TB7U;W#sp5cbK7LX@)kfVTT`3-OYkVbaN#{gl$sk;N!#1;sB8j@9t;xrTUsv0^;JW)>itT26Kb9gKP!+~GKe}cz z6kN(hS!k1<2jCHy8UGQifxI@#4v%loP4V=SDPz15m-758d@}*VFk0uky`8I~Yb2r1P})imE-A4NqQ@gJFG>uP9lStnBv6~PvD){=JCl2}o8hSK?>6ZAgZe;qb_ z>FnhJiM{S~9dfi+z=E%HEc@9*`(*xv;J)`n%cPz!%V0d#gj13a1s*A_eL`J%r*5{= zfRT^5q!c>LUCBKm8jR>H>eqU#gv4<4)r<+I%wJP#WzfB=n~T|z$J5RX>ktOI95R;u z^_PLT#=YCzVQwSx93l>X10(na`lY|yeq+niy0n-#4E^9Z+WjPE*Yj@EefHwJ;wO;)Uz zENfSmO&z-n0oNau_*>Z@dV=B76VK|7#@9Aw1x)Kzlvk)O(VaZ~Tuc_W& zb9RE4GYm+%cE`ij;ipJCwvIW;p>^D%g>SrFG%&lziJ=_rKYNw-W356?{xO}&`y~G6iY<(b3NJ) z)^Kn&&!a zQD31EaiVJcL=L}I8}8O5K!ksRfO^&-+Fu!-8}*h}tXt^~%A|DjO}m?U^1eap)5C!C z-qrGm!I0|=F5Xu@TvY0L|B^QDa>X3Npe~1cisC8Erl5*4wYg+FCx*y@8oN8EsPKfk zT=)>LW6~VP(8AB|?tzhT%cunb?c6YkDHXN9cO|?&824lxGiO&{c_s>M7jArHFQMbb zZJd)?w%|8h4g>AHyGBDS^TSkh(7ck@{M!v=UPr!-)v>)OZ&i=(ZeT>w++Y8;e_xd& zHL2;9646nGESPdwpv)>)j8D6WA66_nUg)#|<#xfM`|QAJ`I^5ljQtm6jNhxc6T-b? z&}HUY6_)+w+oz0#IiSdbfVNZrs>w_I#u@`*csi2gGu6MbQ^(DFj(t}Xl4hsWyfN{R z?cDKld-(FI-VO#%ZU_?ZscLst3?}X}yE`Y|Iz_#7olGM_b0$~kzFhvQ-WH?MU4J@9 zjr{R(>3!4Jm2Srm5puuBg9;(B_R6qJ_wQh)zmViGl5$4U9*+q;@)Z@7suE?qPSVd# zHnoEqgQb0#>RxnKcipG76&w-`|f2-X@Iu?0ML_0H5nGXIB{&xjbBf|Vyz2vqtw2JzA zr?@@@FFBMQW4>r*g81x#?Va&nxzW5{Sr~h{mcJ*nU12L5E?gMAjAhd!7G}AvI*&=I z$A$s#%tvRhz@r1vrq_S4W@t_7@_hpAu=*7KT5>(3*C8(BpkD8JLIzY-5LF_hGPt0OdeA&?mg9y2J~oI4sV^XJq%GWd{h;?h>g z3>iHkOQe(JGPaks(du9`yO6E)rT3hDBlqgl>uS^G(*L;I+d6l(JV}7Kuxd_Oj&3u@ zTs2Ml=T!47XuR-?+eCToGSv@kesazy#Y zq`#P+|6zbWUCI)A0U8qv?=oDIt#QAnb}OyiQ~ zSa^Ljp&t~~+uGaBL{89y5yg)CV0P{9=O4vc{rhTzujXB=z0{=O-y5D(qai5L)2}2y z-7fSY$A{k`Wlg=$T!m24g+lG=Cq*+{_6qj2m+Cx8!?tD%zZaq$Ez~YhMA4Mszt+>x z^=l(GS=&EBscT#ZjV6-oclES#e14C6vliV{wOekld$brMPFwCYF4?EPe5{xS@0Hv>I6@);pLB7*W3HATzI`H{}Ps zH62Op?iHWi9Wjq5wsKZ2xV5jj!j(RnX>j%Vvv4OAGa5umi4k$QFWG*mV&utfF>@HF zo)?RjDJ0FR?j&q(#+RTzI!~PwtL#fbvd3f#TP5ip!Ayk#b9F&+@%5-eF(SiEhlRfm zu8xgPK(eT(1L@HfG4Fm;2eqRK55KR`)2sxo2z5I!ZPOjKCsI14AmD!NAiphx_`KA7 z3nuvP(*dd6nKsPJLp$J7khLFf-)N931p8lvm%Kumh99#zc#94r%JE96bs~H{T!()? z-)eitrP{g?lGTHe@qy?AoYuBtIka8t{eT6F#lS%KNsmP~K3rr00e z5Ok@Db|%-4u|EV>e$BqB_eML-8q6V>7fD4lix#B$M*9kU6gu!1Oj%r|p@C!96tEmODASpQ0VD}>Db<*4q2F0tnLh4279SSCi%zA4AoV^Z6?b~CAuLent zF5w^kdV7RC>*MkZ@72Fs^4*bq&tq$Ww$z=M|M5U~mJIo|D)L9qXN(OAwv-_Z7|{)x z`K4pbfqiI2e+Roi`vX=2F;K^vS1YkbOxwC->apakTyi;0{O;TG(+}Cbiddb^f)?&k zQCZm-)Kn~qyC^R@QygwN6_8hk82-5Bj&1J}m%IOv!iQLM2xRbO>3lw+9_Z8h^hdvE zc~GLM2!D_;G`{9uD8fBlwH$u@!T^_lK6BldY~3%`ZE!UN{~jmGsdtbBq+p@nMaNXI z@L)>Jih>w1tM~h;p)!ye@4*ci8%eETMaiq}j4bH++W>8KX_DKMwK}qp}s4I}j#>y(|M7c$_5o&+p4)R4g@n>;JLa7QJb6= z0knyYAEgsDY@JyNvp$8h+!zbE$5Vm>Gl5#viu~tApSQrii8QIh5$ur#&J$zhmpoJv z4_oocDwr_M06M$dM_f6k@Wyvn&GC6SjPW$rE<$lH3nX>a)M7eQ#_wY3gFFewJh$Q) z$>s?~6igVv0Xe|&F$c@sB!DE>ncE!Q)2Z*P2+RX);er~&&qWIZaiyA1XiEdT&dFd! z+5h#&j_&G6^3^Y*PpQ@e#;x1TJgP>%0bZY9M>X`3&H!GTbVJv zmAZ?}Gh&Ls;Vs3svM&*6|ARY=0{0*tqWv8$RhX6;N{INq#Ld;0aP%bsPQ}u0!|ux* zuJg?-k+xd!{WZSQ{;m*1KJ#T+E{ZoHoc6#!R^0ZGEn|1%8^;?8S-Nc{gMq~D0eK`{%ooE_mHNFLcnR}2mQfZI1q_rwh5xeL&sTN&W4=x z_lVGUF0C9)OR)>KbT@_kVLLT#e*aEKiin9ZykzYp1(JX5M22X*aLAY&M@5=t``;f( zy_;Hs=#Re@(ZdnPT@Dnk&-#{sM2|E6e9nky3D*_$2?Co=lTbdfnAT*GdLXW7QVJgd zp=4Ill%^Bnyucr z_+d=myt&CbNYm5QYzc+B4nOQ%NnD5*+&rSQ2}4>|j#Or|CVgVg_&DPTK|K4LR(6f) z7g&gv5$&I0Wc+_jzv^N!_kX4?bU&r~)`-z1m5ijp{6U4|>tc!5yV*&iZN+%32}Ik@1|U z$9hzT&vzm2P-xmt7Zv#|S1LHxbC9}ECxb3zM|02@X-8JMF@MF5qphGAN^1u06m`Cw zNua@);1QAMq?Ffe@$t3d^)52UleI_fz3j(r{zzp=ch^;GR^z~+Le!B1@oq_QPr6G__>V*tf|XkAv!cp)cu1a+QZp6EE!e#D-MAvuHDP>r^bcQURXJ+sPCo~uk@a-Emn9I^4P$6 zd*mq21VLW;ex*bl2#^^j38V%m0$)Mmk-e(WA2&Khy3-xl2R)kanvpV!*h2nkZ|aRQ z$-AoPMBJxVhlRmb^?1$hdDtdl@6LD@gRLP=hH=-kEh(OOyt|%XZ3JZYQ=WzCE7=6Q#nGA`AF?PxNNOaRE)AISZ+dv86SfTu zZvMJ?m$NJHU7-^xtDk8`-r}z1ys3ZpLCoSF=9izsO##yW(lj}5SPlchanhA<2w91& z7Tx8ha8?T~STA?P{kdFsE2H_-q+~cmrbXAEUQs907NvvL7-0SB-%VL&g={ylDxhN* zgjeSSHO6|ngrW7Qz$+|Lsb(-Dcv0@vj@%W`xbCO3;z?Q;tKF8?*cl2#dX6J>EUlK5H%xRq3 zXEiIN7|2|8?B&q<&BlP%F112tzrO=$WM7||nd#{frJ~O>CB;OLior!EA_{oP$j{FQ z&0m~M6UGNXsf5qx%DPNlH}FqDosBx5ulA=jform(Pw$^Ob?KQtl=sMYj1>;Bqh(fL zbIRqk@}Hc&FGSb$t1s)lZ7Qu$)X;2!l`0kg46UC#--g}XKZm8fuyi}($I0}yUNz@I zuU7Ou&DTop5NrKofe=ajM3qLe(8tF|;=spRz%<$0+XJH5e}KmBU>xCci2}Z&Q?(%@ ztK7cWKa~@p(Oz2ozH<<;;eawp?n6Qs=-;?tXJust3aHPU5ybLO;h&>yDEP+8rUua( ze%`Lw>_;h(jwe9&vM&el8K-h0y3#VuePk=Q{Nm1f7pv1--u(-1_Etl(<{*Z-&@VdS z$U3(;=o(rwI?C2g`PKLIe zQ3E;_Lk3tF7`+CDx>m)iw59b-OiWaPM*X2H3row*Roufcs^)+1(*b1mM%u_cueE)ifUVJ7!&91jW%LiXx)TeFH-+_cpEv+52ky3qmZ+nbI2@8vO2d)Bar2 zaX|sqk+(QiA0#9Ic|Hc0)&KtLff*~>(b}5kmefesiWkB<6pL^5t65xqc&Z@O`v)I~ z-LlpC=I3GS*&|X3Wu)-G2i)ccQwvy7p55`4tLa)8$;kz2$OsSi_&})-eY2JGtH6DUm=gN21~H z#4b6qKrAVy6bYv2=&K)*F*6^c&~+-yW<=o#uLD+MgQXE(>=DDN0rSq7Z4&` zHVE-qnMx&Wfkj}$x5*-AT|d}0pOP8@?gss!((pp}lL*d*+C1nf)BI;E#&BE90vm?{ zyScn4OGsp6S&#MJVbT!v(cZ%F)B15K{T(^?i0Jjhtu!2=+w7?|JK9IMqPbUnJ(@`m z#+6bdrEa#iw!j5wZ!+(tCjJ7b{40JyB@zH)vx_aRR*D{DIm!hSr%Uw_(TVJA-*?UA zW??!e0)E-TKM)Q0HXFuyE_Ud~K%WtxgIweF8pYF}4qI*p?!eQ$1CetETfUI@nZHp_ zMPsElt{L5Dy|Sg^*C)MZ2N)0XL*sme#uuND{d0C->#Z&SUFzIX)1^wjK3@7cGjnM| zyiKi`y+a?bwstXP4{O%MzXY%KK8U z;&O-FP&t;z$(EX`wDG?Nu5~r_-4l(U6LS2xjlJkhmGf7k`yO!8bx-S^H=Jlp8*`((#aVO%-QJYitS)oj)ueidEFF)!!;<;eOjX~-r zKl8MwVbWQ)#Cl$`|0?3)wqq;`-@&)g(1&wg4|HFpUKf<)h14gV_VeQh?bDd-I{sSV znqbiCw%I#}AUp{8D*qIF%GB|2a2CqcsH3d#@o)d+_li}|O%f`}PJg5xV>;b}B`)|q z__QBbK|6UQ@b_c&UP>na=+E-x%2JtodF-xwfx9f_0h#>!jMk;*ja#Coi;e!iTrKp# zPrITS2(fsi8KCY}LbJHuXDJj%O=2*Sln(+K`xgH+3%q8+@zhe?OtVKZ3H7ToTmpiX zR(Cr^CHL0LmtAORXu!P$8pf{=w9<{dHs1h^`%6#n;pbz(k$$o^qV1)abv2kgrE!~T z!|vJ${%QI%7T*v3Oklv)yYmJ1(Ds{N#p9arTj4-zT;l=mEc~aDY5B?53fK5KcAORH zLCdbNMWx%C!*btlNKnPAm?Pa|Suu|n5jVuwB4I8TlT*X)j;2h$nf!*FHJ|f7(5wdm zLbwz0Y%;Y{r{fVt@(6Ihnr?C34|uugMc}{GS}IBAE6<|o3&GSh)pq6V z47HKF?C{o>7C?eac{dM;Zh+S2GEIXs@@r{{lH!YBtx>DnZ#m`;b%wUv7Qi~U5vD2Zf{zu_K!jl+yDth<~P_3wZ#Mid+tm{`wbA!hxl2`fQ#*S%{<}u9%(z@vXyD= z;>d^%Xe-QaXVPmr-Ws?hln10>o(p$RPv$3c509qmYDY`Uy(cTp3himoGrhBe=Y~)D zUE%4V;#RO>bx`7_F$ZGvt84LG@8E$0(XtC4*<#m!<}R#xVJJ{o#n|M>SqI5Ybp6r; z<}bVqDlDMOE5_5v`WFlC8Q$A+S4$&GEL6Fp7u$1jGr(tP(~zj%mkhqpra-fvD8EFq zd@hby_&G((5XeJ$FY=Nlego8ZKxO8-=!lF^M&LpVCn}5|a3)!6WHf%Qc4T|Vo{ERCJ{`_7Ur8^PW0!SFv9RIck)dI#Xwv6W zKoSP94{Ng7oQd$STUg9gbp|U=gP$k`26lEgUSL@g3C{@%d+7xzWk>;z&LzpypXtaY zceVN4z_@gn*%Z4#Y-%U!>rqG{46V*;}AOg#6m^@R-W^?K`| z|M3|s!^xQZ2)p*CuKHrbKs3&|K+}War>n!2wW3MaJEWEDzx7{fzVF@2#(!GZ8XV1u zgVdso>VB!l{)V3YmfNfmrL=~BJH2;?juoIPYG0Y$xQbteqOv7^+(cT4GW+q%`4o4} zAvVoBofq5UhrHX=+W+PxU1u->dBvt#N8VPAt(mgvAHtNWAzeW~d=dqD2qGK*GVYe6 zed)=psg7n-KRS-;TNM~}0}#4(Z@RwKE}g%yj?`WSj zw@P{=0b-qGoR76`uXy#X@4draW_IQ}%@fn(AYQL_+6|-?34m_Gnu<*bI6pTDe(W?Z zI-AC0s@y57Gy=3);@waKU-_KL^P7%gzB)K6W@NK#OV>^lvIk4VY#y(d-+t~l1#YGP zKR+oXYr^(aA)BqGh!JGLywIZS`Yy(X$&&^<^ngHbtgsk%HBYd7V`WB*S{DGH#4OV22=`RJhHsvyC$VrH zC|Sy=Kqo~z(Y?`=fDL=ndzA;%kDXBZP86;GUD#Xq8|#K19p`S*uh{A49u_TFpE`5W zhXVxRy~j_CC{UY~(ygcuCc|p~mto#~A@Q9-KL_sQ-!5u66)_@ie zxk$l5!*IJHO~(5IAPRwubXhC%nTxv4sQo!Yh#n3TdD%z}hZ&jO1pygZU4u@W>WS6o z4^9aD0N1k`&E&8+kxzaXy7@;%M)jgGWo|8Y?jU{Sr2yvfqx#|xvTW%Os>Og}=VM+YhgU(~;9oi@vZLNmul+v<8e#*%Cc zvgPr&S>p2i{N&4AEQ$UdOC7>eRf_2!>CFvZVGqU$=AD$!3eCR#E-U?5>zF^i^;>7< zvCXHkHq1x7ln_JnYduv|N`GsA&Fof1rmiA@*U=QBe;plDnVtR*b8i_ON3(4UiqWzp zi)=A7Gs_k;GlRv@VkQeLW@csvi&+*~%*@PWF-_?^=ghqK;@)3#Ct^A})ZOZ=tjg@l z%)N5&z1H-IgHyErh}|abnpNDZf(OI6?zC`kd4QKmsOX8ra&m!e#cXvg`rP+{5;`Sy zF?@&I;>13sOawKlMHyRxRU~9qqRMBJHR*D1yIYHh!f!mG4Jt=sb3^lKP@-Wdyh=V|_1d85 z7eTq$s{?ovxKiVih%xfrUMpm@MVm}GxibHu-S6vmkM6r6x(%^J?8Mi=#<~BMteN94 z#Lq0bwkx5~)#V^7#PrO7^wLwxW8Zs0Tsf0PnZC5@TZoe=Sb?k$8NfboaFBvg#;lov z3pOt-t4sfxM`4z_V9X$y#a_I}p6V9(dKmxJknNbtd}T~at*>=wOQ$}Zk;~oBE-V!) z6P05^X7W!}Oo>OhvH=01?{iYHWO2<{OTd=~<9(P^b!%WZGl*qn57^DbSoXQ%bJ!0a zy0rgh4V#c|)F7)BeukEWnU{^w?y-YCS74)ttA$Iist$`PTSQpkJfsFR`Zt=;D3Gy% zq;nHt44dkxrCK(vJ<8WEY-LPRn@sqn_W3UlQ5wI9rep=oXw1gSovn?fl{p7Oh#E~N zwOqt;3YpjO+-1s}0NE$t{zsY3hvC*L?iut+8RS3xxj`B?N~-F8mlXiL4zJNM9pwU( z@qCT(P<#egAyN=6Ii^|T;mone<7DcitaAISD|!#zXdz(NaZYK(z3&fY46sY#SIo{f zv6wL5z5FM#(j!tfb9c_&d<+7f>X&l4J6)5Qr za$SYF;vPew@ag}u72H7vZ9Cx~Z=U^X{^@TLV(ZMEp2b*r-}xvO!Cs3uJ2t~>oS4OH+kM?u1|i{ z{7Pj;FNcv7I7>a1lb{~=0iy7g^!FjaofFDE3}042fVOD5Vrlb&PTpF}Y!h0MorTnS zm%9L>-+e4`a&Ht$`sLc*oKs_^Y0oAqjnqrUlenkcCf`=Xkb5hrG}&Mm^V691G|cp6 z?z}PZMn*s5WTqbeedx|$sLW{G!THnl9a%Jl(~wJ0*~vUQ05&bqJBbJWkmet`EVf@O zTlv<^x`l7A`Gdnsj)E5_%MpDoP5pb^JN(jaqfJ$8O)5iGdTi#^de+th_~Hbu{~2!X z+0@)=(LwVr%rSV5C=atMoOClgPsZ+J5wGvIgao6l!V<@z*B>tBdz9^^#*8((;89gP{zcqf9N2A4g$7@l|@YV zb@Yjsm!Mx`EyBzFZ$;Od*U8YVpu8w9p6C-6p!Tz7dy+-Ur@P&d-0StpcnLZqiZA|% z#TRTmVw-R%lvmTA+L~Zb;UBCj<#)I9;sy_h=Hb<}gLxDL4;t~m@3TTFL@AfneS~~&^+f1U%QQ^X9)U-LbAjyPPFQ5I-{DG-HYM=wpe{_{Tx-bQt`dD-wfmaQzsJTJ zzOyD8Ch@Q?Z;H49Y#>&$HhBKHwNh{FEBWl<`$Ua2l;`9uKtT8RQ0|t4hCmY7sT|{L zP=BUlaoM`l!snn;c5Z%_7=lmcPprUjAm;J@yhX6~#HQpc6}E91Ymne-NptT7f4Ru~ z&8ZTBqgLHuOt0UY+vnJ$M|A2FV4FcrQo06=nPBCN>tc@Ft_G$5!HpFTG`PKVIE8uv z{IUZ5o`5Hr}(Phnp`jZyN&ghumvIvuu-kk*@iRbcmY2oGpuv%u;3H|9IyAXgRrSY0PTmaP&OIZm z6txtrPXnhvPtR8qJq@+OaqC^hmIfQMKFFE&Rri_8e&luSjMz{a#HvGUy39qiCH^wT zB&{CiqR)X)BNxiUh28}ihbR$Q2u|$mX-+$vT!zo^X82}lai#I@`Q_=a$$k8Amd?p9+8W1l?a71|ow8Q&$&+7hTsEU8Vx-BFJsC-s32Qg=iZ` zLwbz<=~L=IsuOZ#JxJAxZI#kknWbnN;u;vPYusR9ZMN8Z)fS0 z4*LsN+C@}f3gf2NHPfwqYI#cwE4#yA5TN^B#6S9Y++W~r3rs$Lal9loCdmFwv1CXH zRra|GhxMRKTyjymc`^RhmsrZYU9t_KNN=~k^K0^A$yNyg1u_`egdq0bNgJBrphbC6 zeoxS`c11iaCav=r<36)<9?idyJxfzaQkDli*AZlTB$Un*AOx5m$8Z0o0UCC3v}-j+H>HYM zH&!EPDI(+cJK~1^%7p@64xI6hLEZ5ebKNV7NMOAYNdy6PdcaFq_$xih{_W1%4?i~Z zc4nhX@=<_1h;ef)yK@m~CVal%~ zs&oiD`gm0J?ywW7W||I}s(Lvfhd~ypVqHE4cqNpeorxU79LM&Mp&;<=Uz~s#ro!a5 z&8TluMtmLBki?IYKk(UevrEsWn=|G7EVXnTn9pU^2ei9|N>|`Zbpf6g2bOr6v?R!E zSCfT=MhNav&!%xvux=odDo#y07)$nw5pp@Mia`|FW|%>9EqXlaPxKblCBO3=z_Kw? z84dgZ4X&&#J#%w&DG(yBn&Mc0U?9>0%})8)*|n_wHAV<#N!ozI#Q-{ENJmXB$ja;& ziQ6a{f!x(oW*f=SF=<5yW&TmAm2tH$(fCMEcZ;g5mc7{kO7SAz^u5LHwCmgx2w&RCPLIOr~6vg>4S zYzZiCj4yOtX z#)z%8{G<3&&6gS*yN{V=*ff^=Us1upzOt||GQuGtSszOKnxJCftxmmlfPrbU@$t2b zgkc(+uqVU8=^~JkktqOUI33WQ!jV#Uak&F>=@TO%fKh;@-g}(QX#lWBL|21>fyv3; zbl}gtzZ*}?$iVxA2?my(GLpt|4yfu1_W%d526@~u76B6i7+9B7L1AHG0Y{EoL4N+p za${9P!z2YQAT#&~(29*a!~usU0D7#992^49C+bq5K@xz?1YleQByVI$x8ur6OKa=v z>#M6b3~;nefrRjumKIlLDljl!2SBhgy$;ZcvF>ODw5XyYBY{J_dv2OLfCO)6J3BXW zuHl4oX>v<<*y-u%+1Xh@Wi9LV6u6|!I)M5X$dzjxB%^e4assxkRaI5nCjO?fn2xbB zGxs<#gMnRG@wr|Q($PiuTmxyoHQMxQl;}WKCIT|DfWuxmx*Q-r)C}lTF=#j28v_cs z+F2&X#uEOvyqAP3Dk@VnfIPN#zx^FR|6!Xk$mIbrY5){+Y#*3)_fHn;Lv#6sNy0WN~lvNB{G_7gw>Fh9M~6v&Wns|GY;0iKnEMnpkDAvHC1i>Mp8AUDX9(^KHuM%!6g zSzSj00-)?oVsn7Ok{9%*I10Fdr2FD_p80LkrKG=K+=^N*W) zjcuas%U~}cikfh|0?159d|~-Xqv8GHkIbJ85VSDFCnnl^I*8$~{Qez~$H>A`*U*r- zJ=N9aJDr7SOiXZ0ySwQQ>+Q9i8!L+v>j!%}( zuh!<~4}efC+qNkZ&=%xCaYU!pA~V3IafxU>wg@zSG?P!u z;$+Ril{UtNA8L8gE zL2+4*N)E0)SCmVrN^v$*;7+b6D_gE!Kwmcm5^%MR?C(%XL~(gt<;&@hcddklp$2Ny zdE%Ix-f2dF^i4oH7?29{>GB1~Eo_4zpqRn&0q8%q_a(W?s;U_9*@K&wc4Jk`ol^kP z8o*8M{U!znOiPrr=}2&J2eV~K7Gv0eb{kh2Fx)qLpl3S(uHemdz~8u^emYY!4a5u- zkONf7fTP{6IV2r}jDq4?3mK0)9x`ble|?X3-xbgx0P-?PR=@mqqUmIy*aN&7Tk%cw z0PjdAAVAn20}xI$|HP0oAJgEsT4-~tv#Rbt`GPso!@GdP5l{z2NxPSe)H&o)AJYKj{07#Tl~h&9GvCN|*%X$R zmVoIhKei4x1``t#NOc8hh@#ywu&^AiN==BdmVhi$B#MSl!?u@*r-crQ$dHbXj)1hw z-vNG6U_Kt$`jmjEa#^btIpe;L;)HDq=}n?hy5y#OydgaS)CV|iRnB1yfu99PI!7|KR92qZ>I-Yea-rB&YXStr zwgLf1iM?LrD!|DKtXFHFD|H`kfPf1%UAMlWp~H=Cf80piY`}Z{?(u1F-*()~gS&kC zKBhrm28db{{<`vYcXu}&yNbLxD^A=2W?nf43JOzz9s%HkY#SlV@%Q(4lwib42J+So z3=HzabLMqD=*Y=U0JV8s3+>xTJRa2>8>KNz{GhZo&ubaLlLRbE0MSRN4DSZOVZqtW z z)5*M`kP!H&ah@sL^P{69SARFp%TTIF?=j<&1hEZPtnsz0%&Q!~Bf2i&n#Ym$%YhY4 zoe`LI*w`7MIM~<=6aiZXjpc*GF~M*XAbrBdL`wzA*$q|a)ijefG|YAF94A-+4)raf z*gFa1oc5NH87&5AeyhN4VHXz)D%V77qms z!1TWUe&>UUZ%%^xKp|Jv9sA~>ATgsNV{qW(|NJ96^9@4pN$m*R*Q z$j|}_frE*Vk?@~)yu1v`Znnk@@&=~wf9#EI90{3$FBKUSjU7Nv_D04IKoJpFM=>Qw z14m=vy_gakA=^JC#FUsA34te2nxCIR6lCKFd@agE$obE=qRfO$@262@5M?D~{!b}& zIYSF$qxXUm*1#z_7zu&rdm$NPM*|KPLg4wY>g4S~MoPwxS`6~Sq72H$u8#jYK=5BL zLjQV^&>;lQEMxrL+&~cIss$X%NXW&`NXW*@s6)sg1Y8l&9tT2>f3--=9^_;TocW&y z|MP)Ci9y-kz{bJ$z2Qb~3_?l_!p6?#M#hR_fm z|I(B1RsW|aMa``ojqMpkt$>~qHZ}r%H)fDFwlQ@yBV=Y{V|hR9KR<+P`l!|_Xj$}= z4@dT!0l^TV=II?hvd9lka}O%|rUqvP+*tkt+yQ3;t&luz`a4@64^tC~OC`-1lXGlB zgkRXPoe!BAi{+VoR-m;ChK7^BvktcgcErgWf^a4A7v;8o8YBz7yIVU+6er$xwU1{b zwPjIZXhW6Gzk4Kdtiv8xv{chzj@w8B=2}l&FBaQHSrE@{HGkzBWiY4Lv{N+PgV-&GXw%WFnu?%FnBj(=FqLjiJ`5LwV7w zgLQFPyY$59m4@fd+wN-gfsvOBk=GnLsR6b+;Fq+%{I$MqYHRyv_6J3O^{>P}LrMHb z&BL#mQZemf5<2`le}3%b4>dH8+psJAq~uRL?r*2n>)~tUAaFPgb`)ATt0x^;JIS+wDB>8u>~+Y$a$O1IHV%1p41*sp3LOhKu)uv(I_k+;Y;Vwo<-d<_sy)xN zkn)a3482a8_;8z(3_s|aG|z`LX6)7uX8v%>t~mh9t^R`L!|#NnPoDqxg;>w< zJ0n6krehG3V78$`%$s0cQucuWiA%Q@J#twn-R5F<^>x^M$_%VVS1^OC0fMJ5U6UgW zaoI*SAz2$SW3Z74)>r{eQw5cBcc6t*F|qA2H3Hd(Bs_#6{v;;2riTcXaaK`#o$A(A zsrbn@%7xRd9VcKu``*;EBs#2g#eyF@x76Dd zY^qf%Kf5*^RlNw~d!-JRn3NwQ5&w-`mH?}fwr?OTYHOC%|5c}t)aPhkNR7^c*wb@i zNc^=_#jvfTNoRjaaJMEPpHF-3SNQxnlP&@;&vD=e`;$ZVHXOSrgAf z%*C3sA+b(FyTbXUsL~!(XbdxQbrj-ar_#xi4HwC85{oaVC8#KFi7{-*&AB^G%~Rr5 zAm*iL!aWW*gzDo0Mqy7zpAyK2vXG`ph9+Mm)RQMNNo|A71pZ~e`b`4O&$0qY$sLxW zaCNMCOpHUZKba(_&J`1y?LCAp&h(u)Sve*GBj+&Mx&;b@XXVYY3f9=HMzYV?vH8iY z>hsQ8%e-FVtc#Gc53s*Nd$%CXY~XAK`UzofIE6l%f6}(ffcz7r%pvs`Li{&}%7g!g z#am{s4_WJD(93Mz46+Ni93@kshCdVDjjm7G-;A&9Enhg>?BJX1xISTcPNFQ>Rb7!w z6)>`q1(v+(es!qkIdsj5j82vOk!sqihTimzOEXDAO{HPKbaJfF!y=;M5Q$(=K%kGF z-u+Zd({<3A603`=OO9UAS7+P>{z7>kPgLun($}@9+rNO|ysP85OOdY zl=)!bJ{sCB0j1j@dyoooeYLUUSYFG>pCqv?HE_F4URhJQ6JPO~quW9zi>lnmB7S>doQFTXGd?^kDNxyQ_~!Q;4^Qy)f$w;*i68U3enk zcWR2w5lN1dxt6-?s!e9Tpl_UJw!u<7ei+pEPonqkjxMs_R;!idLO#5HhQqg_(y;7< zIqITL_r1My-QUsX_{?~Az+6D56zFX@|HUE^Ly=L5Rw-x7-zWpLgmN)bIqF;wBP`S{k39DWW~dK4+rrePpCXmz^N# z6};DH?1iqg{98ZYGO{K(v$zv~i6Gy>73(p-xt6<)-`AEE=f-Ph_)I@46;La6eW{gX z5W*A3>aVhZI1@g*@k=De&|1<8TVFY{=NSh*7QlZcG0QbmPdBFDl;Qt;Mi zjs_)S)hrKWg<9VW3Tg(~8%B#tG|z}LldpzBP_w5d_h6{A;;^r*LXBNxXwRP2ta$vY zR^~LtJ!y50Kh495M$p!9g%c-?OH53=AYyAX6_;-4x-c9e3aud^yJBIu@v5N{VIt-3|EtGVw{DAFDm$G zO-KjRV5HH7M&ZNrRQ!*0{>S9qFI(CSevDxywj!!L*Z+ga14i$~0l5%Hxi>=ZeQf zx(EHgHpkzM-v1bp|5&I0Hj^2YoD3b`&2v$Zy)}d2|83*4ax&6$uoJRyveI*K0G6(d zfup_oyZuYg#L5MH@oonL?>RY`-fMohh5vigl$C|?f45Anm3eHSncz;;uJE*r)W3xL z42UN{^6o0N2}_>oLE(IO%2jUlNBRJH&x3n7lGpI*VL4kcKhy9G-AA|g@(R84Ueps= z?AWua@5A8TmMJG()lUyj=1k>&cETaMTr{N3Y&U1b0rsydAYZiL27|aB!xPA*4nEC*uvc-3dEIa8nNsD zwti9m5>ZgfS30srP)>uEn{27L=}-!2!sAw3h2uscBR=)Q)ceDCnDJi_l;7b=F&>nG zjY3AGLk0a@ArJ?5rhrbSw}bjj)%|_zsG0R!&xp-s&W=1I9~Nxiw9@CZWkKC-+OKnp z-Q0wC6(f2l`N|T`f6`;1i(0P5dD0W=hczl{>sBj=AmMFQ-OV0pFjwaW{`!1INI|2X zZGA9b*psb}#G9m6fsM%bV0Vh2xFqedPl$N1yWoWItb%^Zh2L9Mzmc6SJ6)9AvLq+< z9LDUkYQ*wDBJFaKu5OGvN*@1-ZRUQOB>01m)bA!k!~2$+4~`nUGjN*=w^Lj4?!Q5I ztpDfj^#2QV#|GfC_Z#yaEdGz8yMLq6{~2`m4@?6f^FPCpbF4 zXjDrJv@(b4jg|doi!aeDmGM*n2chn~#a$dzuZW87j6Zj!sYrNAJ=IeA6urKd!nJeN z!Yvg_W!UxU?j-to&wFg-V5jfp_Hp{ka9DP|<9jC_fn7i1SaWnN4<@atsDpDSH~-_q z7cByUj5dCjldH{p@#D<@9C-(>E17asUuGBmaAzs&`L(54ZU8dL5#*@D) zo@lGo^;5+fHE%59Nm@8%Ng>9faWC)Dx2_3)$-P&v#J;Qb1ixF+7TD?ebQtX_ z=Zp#Sp<}@YV6iHTI$0e$G-+L3d9}BHy|Hn+n!dVnZ(q>`%~62Rwh+)D z4h2{Zb(cVplDOqaQlX1-#X{*svwDLaWc{E?THVn!){DX0kSUe!;lOx9buu zNEZHrbF~Ku68}W~`fQ$XR9uX(&}WX+b}*5*FU{9u=v#IwHPF1vmd@Un^k|O?n2cN3 z#0S2}j5#Q(Lf?0xY2m=DEm1sjUD1cM}p{2Je1 zLx+3bU(+N7No!?F?Q?QNud3W=vAB7A;wnIjeSzO3%tn`+{sexc7ssb_OF)b%9g#J4 z8NQ+aRub1qH=jhSRe|-!J8YTv6BfJh>pF^UAW9$$`rwArd^H;yetA(wO*tJat$DRg zndEUILI+)bxWF01ljR#>6u-=lGT+<{3@W!)vILl2+IJZM-*rgqv(@R}7__h|@u2e{ z_GE`Kq7t6|gYPu<{&bBQflGL}ddxHHHV(K_U7VC-`7MhdW9Z|q$rx?f>t7DLjU?3rlFuN=(4;iqyNIK zr>ln+rZ6D0{L`l+YkCnXPu5?@O_zaqSI{TXY+iMMSb8(-1yu=n_g(P@ytKuc!aKmr z~`-9H$gCO3~1jUam3IH;Ed{mgO&FS=C7jkqF>1rl=YY(KM2gX*3bP zZ~5~e;SIgBiolk25rlq6?J+!vzgiI6%plTle1+Qg{_!a(*)(vtfzbM11hMz92z=UU z6wV;ggcXKdV~SDq+oR4Pvzkp6{2E>P$DlnJ?)Ax*0FI_2D?^NvdZ7{*Xjqm77fWaX zXx#q=;So9_WkU$8!dP4&UH1GGg1X?AxM2mSZx{jJ^(sy6^8hE^N-KT-X8X%WZn6_y z=cV`INa84nr-CH@^K^KBa-@5efXbsRA&$-mfRWCXw+S~Gfu9oY#8uTTt3WY1J+|lj z8*Mg1HIG3UA#!x8^pDj2CM*bi`HyqPQz`|A%@*}_hnbp2mhQcvovbV)46OEB61tWB z{v^Z=+zkpWs;-9pRw&of`KhKljQK z_+rvrUHd5sSM`S+9pLB5KtX-ZhaNCWS8R)h*q(UkE2w;Qpeo9jJoW>JDQCfPXX4wC z{yNzEbK=HD`GSTJk%%*Hq+WRhcFU*e{7`a>zXle_aGd9-&_r4Bun8wkF&9Tv{NKOo zk_p>>Uf7ApSzj#z5T1sSKV9N*YG7}hNXh?-@aXvn(M!XN?iSt=o_B&h`Yg|X5MEf6 zV&A_J-XnnUEG+(w@Qwk52X*56(I|R4BR|E`YUWeaFClyM0>{aJAw0Ez5Z+MQ^6u^* zyIYHYA-ph?-hU&!kbfgQ<)-2vps)WRJPp5Hn)@fsdkaS=*`5xAqRdZUo~KcG7X+*4 zLNAqnBrJfRW?haAHCHm}uS^+BYPBG|{H~l;rbWaA5T3Ei|BCP|keAp4Z~45}%4@Pc zk{E1TVFZc^hKl1lP?FsO2VcWdTyJna{+6sZRYEj1DumKAN}&pe{Dbh;`lPG`CFc*h z)Ws-x&M%sncK^0cB*Rq~Z%l#f9kVwQn?3IiwSW2`2j>vQI6~$OAiQ**DyCkycA9@7 zys!TtJP1lXg2DDvThN3ZvfG^_xikK5{rGl!SrvX}j7| zM#|gc?w&uefFX4jmtVE`d5xm*t9nC@MHz8~w|m@8XmwMlFR{Uox=llfMcU|tLFR=C zQSCjw6dMmDW_0{be1*Tto+jcMbfIzI zU;Qkk+zui&Br!9zEfwdNUyr%-Xvp?&4kVi=azd>*-sgDg+O_OZMC;Pnmv?lhlt5fu z@+a`NSZ>tl*Th~;`bi1!@g3qZj}m1zP2?cp{oU<(RUoJXnGq(!b{%BN<8M@6u#7(> zyOG0gWskf1=Iwc&9F)!&{R8mQuTzTN2w=Sm!EibDr@`nw3J7;gygA%U2Qb`;|N8E? zaJD%_B@kK2f*iQ#3}P%Jo`v@|+!dTlOTa{-W(LR~MM-!Xx~r-)wFMaX0}gP|1Z$w_ z%Un=)Rh|wnaZ=T@#~$b7wN*GEx-gp;DKYw*J`<+@sM{b|By7y{_~ze7N=5b)3KiD2 zb>M!!`bNXLro`~iBiAfUo@)}P2)dd?U>S~JXG>q&+(OVIan2w=%ILgy^J*|8Ci=H0 z#WT@%;b6SGg(-~!7;Gz-Y;d7vw7&(`-7oohFAMz*8AS-e)8)|x_1&>HY9Q0Bp*nfA zdmjp2nc4k`iKMSylj3s9A#gHy6;iN$fjHX1a-l|_sQ6pkX-+jO$|kA(WNOr4GnPMf zJ@YolyN|=>V$XUsD8;^HuCWNG3Xa$&J6@CCEV%QlCrFsuU$bUGS+R$Mwk+JIrJj{? zM=M|Kf((vW0!wP!WPg-RLPs!#^A@L4#+H6a;Iyj`U7bdDUAB0F4!fp#o*P&;Iu3lM zb2c`+iL}w1Ly|cf<^A2jOtuX9Ga!pyk&}`KDH6=%l&|(FUU4IUxDN%6*5kZ4Iu+WH zr9cr*`A4^e^~U)WjQzHJ`Rb{8Wi@hRY3fNvSK3Zd8qTqTz^Rz1&V9j3lji30HH1xJ zJiMqOMlGqfo`~teW`Wx2<#8=6f;(y@m!_>ezvHT>x}`|KC1kR)-)rYh_Ub`8S2;Lm zX3)pSpD?N_(~GXbafpFW?&fK&y+4@~Z!8?KFKU`Hy6w{DVCr}ETD1m z4X)qe@PBOh|L=WW9E2QP{{}h#r>~0>P<;FU0{?KlSIY1|4ZZl3ESCsv-dv=n((>Vo@^=-$vs;KZK<#S4TXP7}c_p=htOFSo%$vr+Z_ z(uS*j6Y6oTpw(0~Yt7^1hQnU>gGtX(3kGc*Pn*3YXY$=Ni*T|0?+5pWKl@;dXB(Mx~*tK{eT&fR~m(?oO zVf3S08hGQ0r(aM{$ax0D1z%{i3BrO?GFjHns zC61^@=FDqakF=cyQwVzxfY-V-Bd%MeC0lJ)*wd4F*o~E|^$L~wb* zk&)QGiRkXhj5lWY96UEbaoIEG%3AGznHRxd|Gq5|lMv^IdWU~5Nx_{pKJ5AMiXUBC z2pJ#jI13gt3(p2_U5r{;tsJ$GPG2WlrzYDBSEGR8je4)dTmSRR3fqrkcAmZ}o7on{ z6I-K&ah*p3Sh|YP9sG&SH$;;>;q#C=2OWFA`8l>9>B3su9%Y-S8dhM;1fh;yF zt9?txj__$6(Q=h_WSEaEwNhv}Lq16ef`2ox50GJ{m-t9jtx+Vb4|4OTUVbex*Xr+L zk}}wH%D0vA36oy#(&Fq(AgprD1Wpko@4dD!*{IO1v@>!)dZcDe;=0>`Mta(f9->V! zRX7J?ENkqP(#!9Scj@m*+HH#C+%tMDGUtrT8wW$#(9nEFLz$}E;5zT_JXo&c z?@BV~eO6)IVf5S4c zbGEHn%k+3dst#W8{?}8}`*iT1;q_nc`~Bl2XHYZ$4)~CPjXef&V{=n8N5G*CIJd1p z_DZ$}M#le-%bG#Z+|fba*j@-^Z40t_cja?3NB}-?dt1=EOPbKcz{&yGOZ;!W)J$y5 zO#jD7KGD$tDGxM^5nPbS@$O3U5<*ic=2I$=3da-r*@qB||3?4xot`Mbk`{vN!w*J> z9^ODA%w&BC2(;*w4EAgNE+7mB(#D9le&6lnY{kRT@qAwA*1oy)_I9nc_0*=7-BpjO>yFgrWWO_z8g@wT}ePp9N|f#$YL~ ztb9Eu1hlq)w$e@_Hb-G#Vy6CP;IqxvpQYygHD86SLDU;~*5BV20JZ7nbZ@(}rtYwd zP*xe-(MR6~F#eaR)%pFx#6WVf6D7=T_(|s^Ue#!}-Jg4NJna2s4Hw2Ph>{_+Mj(^x zaj;trDJuimqoZqbz1#I(Ak#7sM1+LH zJ_5f5gdo8gjrBsPirCrNnR}UmKpY`&2XS)RppKCJU4b_)W#bPx+|<=w2Eo zHiM7|XE1or9tCJqnRQrW8SE?rzXp(+pU{ZIx*n>PT4IIh3td!KY`7OX!!nPhsO|=7-3W~zd;rkoBggxiUGZj2W zbRMNTS@F<7CtRT)f&$cz0W@HsukQtrqXJ?efjG`okXQn`J=kcYSkwf*yRbEqWe1+Q z@P722SlPjx=Q3ulYPB$2UIfV0#H1hA&bsHY$U$^#^;0R5qUXeL0; z{LTaJ$Tu;_Ql z$OVnp-H+*hi}gGk5C4gcZ7aP_W>c%`xE~O>sK>xE3dShc_43&g&i|9jR`z|q@~n`Y zOXBbcWUyYfMM6~(?74f#cX-_Z3e(M=t973{kM=zRL#eU65o58aEsS#Id(5_$&2Im1 zXre_|zsLen7TZ1U>hAA(&fENtyqJwdHq5 ze0@1U{-f-Q>OGpt5!Jrc7mDEuQq$47ER=DT7dNJk&-uPTW_rC}SIhUZg(&`dTU+~$ zhK_qSSEu9j_=uXv9x5y9ZO!AHFWiho4BR=0_bA%w(+uyLy4{hot{?x*Ve8xsqf(Dva-iuj;m;@NVMl{z&+Fv*Dm_!C zBswk8AAqVx(rD(F&UTv z47-_GD4zBBtECN}9w>Lr705d{vy}#>$>hOb7RWYxZrYwe;yhKiR^Oryrd^6o!v5r6UD8+<%k@npqFG>*~IwHD122%R) z7k1erE#qC~OXO4?PT;<^J>IAhNjTV44ryH_(qqK4`ARQTVfZ}%_()RJvm!4p*sk^f zwKA7tu?fsD-iWz47{wnl`qDn&Z80i8bTyI7-G+2Z#*E$Z;ABxf-_c<*3iYfH;Q**E!7BS3I1r4NwP zGA6=e&?Ws8Ca2!!dYLN{w&2bzWMfmwOtZDD=XHbeWHge@M7U-Zqn-WxyyJ=9?w-qG zk5;cET`>Iq_V3{|6?|wt5R42EF9CtMX~rFZ_|!E663@Dg-P_B&&+GEmHS>c{@0H@u z;4ABfKR;5a)MbECW`!`)!-R5w4>8)WmEE9QuKq1g5%Y>v(S6s{w!*&%R@_EWFw7pG zIG9=Z0a3Ne`Fshwh4bqhHVJn^l?c_0hR&$ZQ&<8`*j&|qS^L%um9d~9ty@UQ%$A(# zn6OG6f7kV?>E$KuM`HAH&A>`O$vm5%MVo7UL_Xhk{E)Mw_+Fo{U!(pEqQqW&e|m@| zJD|2Aio{O=spaQSROyFPVz^Uf$xTle5zSpp^kS~>VX#`zTF%iTxOqJ{MgKXArjU`u z`yk^>`utp3Rv9Tb^?dS$$~fE+eW=|OSy92WzC@mSYq^sDR;AhmDNDE#R+>}-AqUdm zJpN>%TlIdiH&I%sWYge>Q%A%R-BMGGsc^P|nbIT3L3YeH03QA?8g=RSec5V~2Ad&G z)#h(Q`U)TC3yZFoz+VF9$`(oL++h`aRDtY^lPl{aU*&rBf1~tv zh97OudVU8AeRG2Utow8t#s3)GuESox!DPL}iW#vOnqB-IiWv~FIyEv z^aBvG9bM!W2rNDvdoLM}1aGF7L#vNf)otG|@vQrMTi{<0TnXJw#{xx zcPUeq1cfWvs2~+JE#=jv!<$;g%|mlbmQa;8)aN1Aus-5o7lv)FzCi|x7xa8nhYp21#f1jpNS1}iJM z>0OPjIM~4;DAlXxD>MQjWY(3{YSmsLWEwohjb$Wcf+;y+J%#IzN_zf;RibfA#Sues z^IKMqyv}Cj@{V7{aMb)?<6tVKot2eQYCuQR5Q0B0zse|i{KCLe;!K9g%BN<-*!c$c z*TD}OulM^otz=Le^rVbuT7~qL%I`CT9J>H;*%Iut^&*SS`4k0_-@V^@!zGO+K0bNQ zkbOljLG{qoDskD=5hQL^?6Gk|LN15Lg#9!5qtJn{g~!rDywZ@@orn8A0E3DuS?KZ- zPaGb0mQ3IE;T8zhUtAu7fZAy$gkv@r?OxboWNNgWuSBgl-LQ1pP~jITmGW`z$gsAc z;x_(+jwz!aFA6_o-rUtVRQZ(ggN5q&^Qb3}@I<8TZI|fg1G~V&OE;faE{7*)2)dgB zBIF|5!c+hTm!885H>zxkdLkKFjozxib?|TE`-C4R1_Xch^Q;F-9rkzXdDlNCBXUEi z6G)i+n7cLg-hv|dICOrb6}jDOZdZFUh`K3c79zc|EP}%ks~9~jic|6jI$a%hyip2> zOZP6gp&1WERJCWpzG@@KI4NeTJF9qhI;KrbX-Ti{9Fao_Ad*%zl&6u0&`?!p+KJ>s zSwCA1xp-Ir``tMb07EKvhA~4Ba1;IYIT14z_RFYz`JlnY+iS{LmuNmwlvuS!Ee)CI zrxWUd3kzBL0{umx+Ex>|@si>_jEwxDd{pt3U z_B)UYV4wNBcsxr0baf15%Zv{9i}TBqRWQ9Pgi3atUb+U482!=Dfe;1;OJn=%)2q)5 zFgsE^ah^&DLhaRAh4Vh&8}X;#H?)mIf0H4JBxoa5EPXslf@2l01Cns4Lom3aepvNT z12?FIT8j>d zA^${OXaShtjk{B-&zC`#6E`(K2rU;<%hc$|Lx@n;$swH@8W%cu4zA%p6x9{}EM)n^ zJJeFRsJ}WAirde+m_Iy8T5Pfr!q}>4NZMU#|Dm;z<ut+aAR6( z>cXC+CdfWY&f0t*T)DHT;nAgxAiKp>D?H0U;!+I(e8d}(d0DJUg{7{+cg^7&yN z&;zD^VDDOv_IWyOr1UJ2EW;m6eZ6y*(5MvCmCfQn+TovOHd&c|>+@xhdgnnxoJ-6>;A@oXM%=JAww4V_1e_$hvtCA zfqH*hMQ_|2uu-Mxb)~$$yHnYKbxApM2cre|^7JZ>BGA)Jrphr}s6rp({)n0R>eHve zOTPU?z zI`}BfM0yUGfF5nMa-{bc$PpzLG3Q?us6_ghqZM;4sZ!=yJ|}hJTOOa_5nLf6a-yb- zh4#pChm4Q=SLDX!{G;Z$p9>WxWqA_w#7y`tSxNDqKzHH~ybd-DbiWqPNbD{B?;AE~ zd~<$f`@T>wxGdsby<~RGRblCVi{CiJ(u0HEj@qLlAnDL?*bTkFPxq08bz@ctHIPaqHv{{n);Y=lm~cRKl$!ZT=EA7o;Yx7*$l%@1l6sE{NHf?I=ctb z(~B6Z)?{S#Min^$kW{GLKQllS`T?&%;|v zDX#(sZd5{~_v~~L%mv!ce<{@+0l<2qP-+htt<(%LFIS1jQlyG4$^)(?U^xp&QvvN) ze-F8nh7XwRJkeVTg%HV1ZG3JdC2~JMzJQlHQ^4-@GHE%&GiH^}%zUkYX+@aC?_U2! zC$n_51??ol<-MIJMjry2R`7BJi*p_z(QJrm zuvPf{I|LZbi!>LanDn3XZ?3I}AcTh+z4-We7wNTIF^veA7PSUzLfT{mAU1qKNfZ=y z2t%oC!=Cw{-A)^bgNB$snhac3nIYa0kTN}P>vfFMe%;dUplW>S0uU8BD2rm%h z$hNf%SkXkL;{Ey+D~Fn&sA@x~Qo^Y@&;nzV2i@Xyno*H8n-z6WX5$lPwLGX1-PYb3 z9<&C9;0l#%tB~!JaS_(ZYs%{>h@`ACL2>Y*mZWFe9}u>d|7;3jN9!%SFz%dMC~}wY zV;?XFf;)24dbYlv=}=dkB>Q=8nRkr7Y9;+&yuEc)m2J27O-i?Pr=)Zv-6`EAARsA? zAh?uLKsqF(r3I-)E?VgniAA?`htzj+-}kfMXYY59@$GMn_j}jy57uzyb**z=^PI;q ze>1L~z3UrJIk9L)YanPdF3Fg06$?zgF?qF!K>HOG8UD%DydEqxqONbQ!dJDK07z9* zk|x+0Ubnl}pHlO7@D{)wA2HKY?muC7D_97=dvbM}Z)>mt9e`?6%Evb`%as9ctoKvc zAmfuKnI0VcEmE4tE<~xG=F5(Xf#U8-VJLh*SItvmBVxJ5vnLFRNb3d8G!!{Rr-aXc zQYcD*T+fI0C@EzDhqy=Guvq1{^94wx*DTAAUDnh;K!kH~L*1?#CMYjgAC^aACQsF9 zvHSJE$ESn2dh)ae36CxALf0s^eX&M18oH-rp`|MCG5S9*TvPqVjB^`*uUz2f@8LzH z2*VLn-3F_5-`GVoZqUzBdSM*G=ojAi;!ADDS1JFDrud7`SCA74m zPn&yEjjmf}X*^<=LOcK^DEwB4X<(Sf(`V4tk?GYyBvzxbj!)C%^t4JCmFfykWFUNa zLOsp)T>Ry-yeYUdogtO@OUv&*7bTurgkJ{arnx0t>&-Y2mzmfNL6Ofekj4EyH9zX4 zCn(3^t;O9j6ue+L8Lq_%Bc6*UJ0luVT+}+!r2KWocd^^CCkf3$X%x%xx(gC5_l9YF z&?0I5j78ef4ehNh3v~E+_5>9+=z8Nb{nCN}(~q>cqoaG|-3I)K7rLRAT$$DP=i_&A z$|D~^wo#jDX516;%n|H3w}fH;>B?wY0#F$Ob4-`hCC#SA-XOyUeTje6>A&lwF_$gme#N$<)mp*J>B>Bu(->+vqyz;>xQavT}7S^i3G94uhq)8Nb*0| z)%Ee)&uI9{In$Sf2#xC1;L>XH(>1&&FFSS-yIpVai^JPL@w@0>kzIw`3cR)W;Y(aY z-6FdPx1Ef}&Gy2WGS=7kS&dkFEi6P(8%X&ut(7SgH*0xmkc$f2zbP%zBHD*EL!HnR zJ=1M`NxYqmZ0>#QFSBD8%$#>L**blLbO-K?8%)=xoPE~xxc-G*A!@%1f)kHjBL7N< zSsEQv`U*UrEzFJ3iC|IG23`TyZr)x^r5j;lT$~Jqs31WXK#%z=WU8vG`T6+`%S{v@ zsy2kJ)G(ZQ^|Bzq34WY{WqSd7y_->pE`+Ls5Nqc_PiHix@WF?&GEQ~GO%lJgCn6CI z*?8C95?CSvxXqO!Ech5OjmRuA->0Em+!oTS$uuI;$b%VfO>fogl~L_9NZ+EJH2vs& zw4~6N={t|8=ElKR+}}fIOkw20PtCphCIx5Xi0DyY@EtW?a90($5CrMNJnU|E;Z_e> zDSryb^Nbr>IfiTLN+a~yeE5j;!Bzdv`h*dr6uW;-mC=JI;7;t-pC`XiTt znV!%1qA5F5h;xvRC z_eBc+QJmNVFVsOLN*W1JTB1NEH$irc-t(k&2~7WLhjP2K4bRNXd{}SL7*U>+1Bnu| zy=M{kb-Uc3sQfQq*pCalUobBSwG&OuS&zI~FGgV1P}3*ZuwusJUI?pPQ=++%z_$roHaa`zP8ka&u5fGM_N$Hb7m773am|4^NUfEZR#)CRK9&ZKgi z5k%fgNS9D!&%D@zB2g?RK8>=ri4|Uw8(K7CqGnF7fZjUX+}qo>!s#R=(k;PBH|&O; zBau4zYV31aw@^Qv$L{cvL=pDHeu(PDd3}BTeS93c zsFSLHTTW$mZ6xGhK`a{eSY}K*=rgx5!@huMEMX2^i98f}&B1V7lxXfYJLPt#!86(- z=Thk1rHh7}63udp4CP63Ko!X+z8@q8@VuhUEfh8Cm!KJ)T{s zha@CNb1I_QVKfsdk9$eUAAU7=T6Gv5_Q$AR{!(9BXJC}um2frZ`=q?Q=0!>KzM>e=lpIj9e*b z{FDxbi{UDPz)As^QL}d_)8qC?2m2jA+YIj%)qzE`-FjaDLBSY-*pb^&`Uh-_6T1gc7vwg*{kj z)Pq%vo3%w||0*3H%Wg{d^jy;op?~|xoHp=4#*ZJ5AX8sI6%!HwB_UB<)~VBsDFh`I ze5;@C^-;Oe2r?QK+044fo^cM_-v`t;k@RGpWFWm}o#e1TTO2Q5`RBP$A+En`NB`9Y z_u#Oy?-37!R`XX5zFxyb_XNf4komE>pARdk8~q4&Y0lPJ4kWl9KmPjoSr)(i!DU;; z7APMpJJtu&Hb366At$d(O0=3f`*ZRUSMi}suDJY~gW7l~LnCic&gQ5oD7)jV@Uo&E z_(|}Qe$a-M6V%3Dr6y4db>c$YOd)hSiU=2(Yf(8z(jt8_-;rxeoZQ17#BSB}V2tUz z4eBO;M{fhuvK@OWQd~#IBZ%eGH);I)c*pQHM;yRwVVHqQ+so25ct6l5z>dM3_VvlA zJE?ts4lh5yJNZdlK-uP2uc=!Lvv?W}-@$iy-&L!CBKz~<&l<;NVeb1Wj@UT4PrYJz z)r~+7i~2!jMxbu=iR5%-b0QK=lGdK;xhzreMym*XIl2 z-<-jgi)Cy=Ah5>LCZheg#s%5j^+gx{->+DdlS82B05dl-N{x-J1jt*!V>kAN{? zE${E)v0j+9>=<-5@GSnCHb^=UJ$Z>)je-|ax4b;|`l@PUsO5Y+}-6e#@3Z0OiO&yCOlF&cB$ai+$x)4a%9&fEJm z7%eV7p76W#Ye`EW7y)sJ?3hY%s%5z4qzwYL;s-x1S|x2msq`a;C|vyy-zJp+EhX#a z#(qgTmq{y)R(G*3u4Q7%#(WDU-mSaIRJ*q4E=7QvuT5Uk1@9ayg{r_4|BgQ|bbWlt zs>>TZLIwLuJHtCuT{a_zB%KKy%I>AkVhydBS<1ZX#(&c|$rU)XG;vRMaVVQJGv$n% z2@oO$u`?uJn=EQ-do*oUE&@D58R7b1I_Wb5iwa>zMjNo_Tlo=F*hmcs2!Mp{>EY3# zGqZ$b?ws-q?f7bz_Vp2lr{(og)*V#|-^a)D_BfOC^)jSgCpC2x3Qk;{wl6;qX6^4N zBo%5^Q?cJ(bUIq2DOo&Y2v7qBnSZ{EUVeUMNvVVMnPE9DR;uj0&FP^9R`rWL$s;VE>;UMKCVo{HsgkXS* z0G=8o9Ce529!?N>n5T;w%>+Il&ryD^ z>sQU=U7jPC`JT(0^99R#_a(4jBPS(Qf`l`O9x!4KLi2D&jXOcsTB@UKjH@5lJbT^U zm$bvRTTo!I{KG5Hfi>sSCn|Tnk9ZIYbWI>z`h*=E?E<+pL(ID*y@|RO1`7he75Rq4 z1^fj*&XGXz8T?E^3EMz%F@o`bJ{x!&@La0<=kgrw4h*PgZ6R%feWJ;lPlFjf%+4tL z(x--A>|S7gu>3E5R(YBODfRdzBS78r(+_6{2P@wD3^{ybeVv7gNj*b^ z_i+T^uH0R$!~lE^i!rr``x`rbOUs4X*=Cy`A3*|{{+i%+s?nQczWaxplM}qz|2UCN zH}-Don~h8*;Fs7A-K#6{@$pZ|o@)45xdR-;c%hb-re9#7`nv z7ruHnSX{5re##2^Z~+z~_j%KP-$yE5QQkRY>){41<(Rw@6n{o|#H?sTCf+@0N<0w*_a@mD862Ptzd68>8u z1v2DX;AS8t@el=RjQbvC@zaD3#(?O9>&r)K^M`+G{T<_yyUSW%r{AGma+&{n5TGuM z*~suvX{pgWM(U30HCf!~qtWP5h&YqztcAh%65N(a*3RW}Q{#-!bwW#zn&dv`RDbyn zV=6N4*tvk|5G$66Xk1w(Y?fRt2cemmwO_$+Q%Wy_@T=7NtgrlRsT1u5`)bmh6`PzOJ zXBCVGHG=Hp)V7kfzkhEsmBo)*tDf&0!cdP$xIU+(q7y)lDoJ`R>&iIUdP_ZiN-v{Z zE^Y6HsrRTUTeYAv#!3YDT;}}}0=f;Dy&h1;E6wkR1hOMw305!aiKWq^? z89lcXcs6a%X`-z?3MBuvRe%;M=mFjVu*_0c$}C!DBHSi_{*0m&)->j!KbAS%Yuc~U zd(__k44+^b4*U8wH=43|;Rx?%Y}}}`r|aX$<7eHNPo3;MK43TGM2&EKz@t4=GbJR; zX<1=ql+#4wS}@jU4pP>_`(8{%p7`!PRs_qXTpO2TJ{DeAiVpsC`4YWiL|~Jsc)C96 z=Xh%I5WV|~CoywYN{G6TG5>B@u05}|GbT!Z`~n}vklH$@k(Ge@2t{?@xjm}IQe+1RoKVcF~m#Iv&iFnGPRfN*<APG!MJEC1zvah9Da^=cV7?p_Zct{P31{UkO0+Hl@<_(&Uz9$K`z~-MRCN-)yvUNpdILO&&(t%15}7x=oKs?X3@m z;&vn^*RXqi^5~6J#EjrAR>qc#Kq5?kNd6%vG+Vic>WD}lH$LAoS5+Lh3p$OQgMyn} z?M@%sL#toqX@3_!kRFcSu<-haJ;SjJy8rFu+lf;86Ax0ZEmDFnAN})mhr&Ccl>Gd~ zztzt7Q*;HT0>Vt}@Lt0Ppy{6_cavJ2Ceu=qCCGp;MaOEQ!SjS<%RCR_CKVY|hztA_ z#AygCaWHhP&X$0{>+7|CrL7$Oo7FXr#`>A88*uDfvbZ4kOUSt(t8 zNb<8Sl9;3Dw>BK9dW}Pu%`k3uRgUv$mw+vN_sE4J<^ogQmKEicj_Df*^EIJ=7)z++ zYp`{_VIJst%7Rf=Gn^IE;fs&Fn>=BV*sQ+ck4G;@!l{4q#2n1H zF%l)GH{_sF)7aKANM^-ENrSm6T90smm*tVx=YbA;ia?P=7sdA=kjqO!mR&(X4yZUg zt>E&W?O<$d%!yy233zYI@aX91#C)&CK+I3T=Cbnu%JTdpsK_PR2?7pWq)MX0z?Jx^ z)a~$cLer^bPP5t@bJ(1L4w69>nn^D!ZbhZvFBDg~&U{&Kj5r?tP}q9m(x9j)dd{6e z!53N19%!yr)W{<7FBLzSx%aI^Xo9C9(^BE;^~g$+b7p_H8bS^N(>9W>qibj-$l+C) zx%1B_<3lNEUM^ocuBt&~{bYaUOIKbE(7yvkRoWfNIi2je!-|iI2yqx|w z`4hEx!P3IQ6~;Mmyz8u+(7>kqrP84zS3p%+^BM)F;WM{i#EDqex$84--76CfA0&_q zgkw5r7}2=mH|JNchDa=Yx1D{7=+JAzv-(9Q+HwC4iX?4$);r{SXzsbFfH?u~R>igXU^*C=R@R ziRRV}=?;b2SlVIKp7R!e{#qSOy_(+iDnErE_B2K@sU`l)1?0^a~3{ZNu>%!MG{};^Sg^OR9)rPx{t)dR445{xsZ> z5*_w*Dyv?I!p#5DW5@O=oV(=^T5AWxj{}>SrLykcqo{!^JITVcpW$-yewRY!^lrdD z5<1)986L`M-k2Erkd$;>M+j>g_F5cE+X784>W>6;fb~u+;LQ2BieRNYo~1DxMG^6k!%wriSnvb*v zKf9${7QDda!zycdm4vqsT}aO8UF9;L5ie>$JqG30lXb?y!k%WcML5|N3q?ayPP<*R zhX_*JvCBL={CFda#FJ+OUSl?$`l(k|6_0AuB@Z@%@H5bjh%DXT2{tI*-`u=}^R(G9 zVL;)AssS^@X=Ty5XI#hMvq!jOTu2qT1s^K694`H!?N^yPR9T`-ud04u*sG#!N$N67 z_6%Z!+edNcX)Y^-v^0!#pcj2nCn5XZ(r!4@Nso{tFd(ttdKq5zkeQ$I*t`R=fm|8m zh1sPZCysw)#et6(YdHHUT0@P1UGm0-BF|PQJwtOKa2&p0J9AukbPo?)bo5FJ1SJnF zV=#OROGVolcjSMfh}JrBlY!C$@QAj@gX9CI;9bIMa9^J+mG1K#WWu!7#b1VZNLJAY z!WyHZz_v(ChfCruBKzU4f#YWdr4|Yr$$aTCETEFfUVm*AV_qOp?~0~bW9uhCcqVdf zlPhMIdh9au@{5Mf7%HmMuS$Fq2L9<0P`9HTDEv18HG|c8LHK-hsLZ&!-mLj%dmdS^ z;vGF6jiwv)l#A=~(!pu9SYoWFVn*9-X?Fx&z8A#3*Oyfpco21hveFBqkW+AI15KxX z*=K76!`{W2CFvui!n4`iFc)anJW>@ioJC|-9$QI>;`V` zdp2pw5mSY^s~KoIzyE#JoIdZ5RViM0MCH}O^W-UDIUT?eUrf zk0_Q(ih;zN&TzbHOMiP7lw~-8X7aM>2L(w+hAsED&Nq7ZN4VXcPFlJtBRE<%`@OWb zUdpaL1j(9id=;?pttjz#3`1W_ZcX&Rlu;eJUaC+-jtWDzZ%H+lm)L(G-_V&Ca0Nn8mDI7<1JmoSK3y>H?ko=w8&#k? zAlf9XYj;CO3($6x8MMwW9S%RKi#cj33Ea60tn!B2K^(XvX_4kMjLDxgvnY^0gOJU6 zxE5TUH!;C93M-S6AFQT#zxrf@<>NFpe7L(+BOod#7CL!y!iGw?V34MDuBMFq6ZGbbmF>B5I2*0$EIW4sFnBEg$0WJn8Nm{_$k z`|VCx=QyGf4gx9l5x*%0n>LHiWw>2kZ3>j0&15I7-)}i4aK%EBJzj>)qUVLX<;@f; z@Gv7rcV(k{bu239$ozaqJ({=+;mDA(EbmfcEcW7%&R@|xvJkPA4VK-C@U$sRqm|^C_qXp+96u~OC=?=E8<|?csJN(80wdjGS=YBHPSPV>5yYO zm^s7l%5hP7xnNEtU;?rPrsp&@i9dR@F_I(KoU;FN<-0%5^IuKA`(GTu2uoqMbgrn% z_}&68kC@A?s-=APW>r)isEzy&89v#vR=oe# z1J*U|w*^;~q=ah8$n%E6!a`kFRgSp)e5Map9>y`qQ9LjWJ_CtGTKU#ud;f-m1fU&0 zVn~9ytF(sqKzo_Xc9asa%~0#4B`?>Q2s*&%G}m+b;6;qRobVmI%2L?p9x}b-Y*Fk! zXzy>C-P7#>Av`{EoL$WMN@)(V!Qs!JnwfJ0DXTVx(2kqD7;%`FtQRK>>|nba%4%1o zhO10Z9kF(ud(x>glVx;wKv=&t^kD9a#69{#SPv{64UFrTLYYN6CJqT|A*39JxF%MS zZzu}B5`Gt?LUVuG8T8Q&?3tMh8Mck*y)jNpUpell`{1iLrzF7riS`-t%y5YolAj>Q zZfnl_NAR;*N4ljC=R2@a{;$LMKN4;!Q+ceBB0sT^$7p1TjFK#zc?xad6?`JdgavlC z6{@m2uvfN2kI&`B7rtEa*=A{8Q==S7%!ngu(S%2fcM*<>qoL%K@qcLJ8&78 z)j08HYNNf)6q+@3X5DXE%7o!ILd01Y9@uY}FD-^T#LjOj=gT{k*uj!%v|)o+;=~5@ zVKn&{wwh|L8_^d+=8DKq6olwikyf00><7~()FwFfv|V1k0;Bx`-_e=oo-}V}%MBiF zyt^IMl2}+TQ1Z=!nj&emB~1#6b^_Pz#XR9xXX-W?oGVcnb>%m5zh`gP#gV!hU|jp+ zv4xV%mRp0#1GvE#?W{w8h1NCp5)uFS)kmme350bQLc8{C!;-OU))9elV_IB-I3SbK z9w{DV&{dCHe0zq<&EY2nKRrE_FG1yN_T9H2!EJn8p?0-fa1$+_|+_DcEJ2g7ZpQ0lyYz35pREmLr&*-TD%9OM{MD% zh7Yy$Dui6n_S{*TnNDhuk=xgw^z zYWiWVE)>Jd+wAc=P=wxW^)ev%lNngfkKYilfW~VJ8B55lQ#lQ|7(RC^yobXba z3#zvUmiaO~$W=;>Ofve@r;`u(mvz;WVAfST6nMsjw=}V?)}zSD$sdYni^(1x4@(`Z zJ`xuf=jZpFDA9jdB*1bAUxL&1c5MNA_LfJ((b3UID$x!#9*7(NHtExCjdY>8`j^NR zJ$-#058t>#NJ&O++5HOY3*R;Ld(L@F{*5?r*75b;`!8_?`D&Hu+K4?5FK{${zASjbkBt zn@pSe{+B9GtFqX(F6k?Yk9RBeJ z)`N-|YB|a4#bunH9P3ec7gynDN5X>rx$n-34;PQyKhfJdoE5IZ1$^C6Gu35RQDlKbJ zA26C{OXKuy*rd3LZ-Z=^@Lxjl)L%le&#no*ikuuWxp&XSQ9pN5Bs@qwkWyJgLw{W> zazYj6^7aw3p-B1A_LhGo2O-TJYbmdow5Gen@KKZ#*1W||q&9)jokK+ab}Qc}|I8TYY9 zw?0m|0n$2>eer2xSJFlF#CW#QXkNh~Qg{<24WwkvuFW|cwLIX>$+@c)ggB%vZ z%T!@$s~OE3>z_TDihm6RrS8sDeHS#hj?Z5Hv)7EWAb*O&c`BrZsz>Ttxz-~2UYvU= z^u^|GpyV)P?{BZP;Ef^fv@gY`ak(^>8ZGp_Gi6o5JKgCIHj8WxFheEW}giS z4NW{h|JZGBg09t&cUyjkokW9S=BHjcix)clm%FPwoH5veE^c>%PX>*dlIOn|`8-Uf zi4uCWd&p`OOX_7#N-L{IS;jnj++X!Fowd9nH1^Zh#TEc+FgpGqO$ZJ&kY-GX!yO!t z*(D8Ez}h7sDt*6DcWnOxK_TTu{YxrziMfU2h=iZLZwZcX)GB1*+DfD>mbp)}5mb}3 zY$fAwNcwBp@&z65PQq$^sh_=h{`leH;YFbx?bvoSPVHK_q~xtmoY*8_(Q3hxQGJvO z3{wRM28T2Qz4T^dA7`gk7(U!~qkLe$^$9DKAJ@hLv*x#Z?lUOo*i=SPs*O>V6Wiwk zj_0E9heA^pO~33#yL}V5iTcd&Ri^__B{##-DJ|VB`09?euUMz&qj|#2{`brjcMZXl zI#Mtrd->3h^&w_>=X?2FtL+-|1a%gm#WBW3bcV&)+uJuaHTC!Rb8v8khlhIybNxaU zbT2BJST7yfX7daTq{dyKp)&e~d5n(QU>k3^z5P3naltZ_@X|RMuf5pl>{6sga$4l( zMk)^798G^CKt9n2K*(?RsOs}dOC#Mr{F$h*SpE9dHBY#xEWUnA_You6h`5Fu7xP_Xs| zlV%K+*xdRT{P{P6#w#zP3SnWjoNX-bS0pxH#F;A`3_1;@#Q!KHTv=msY#NLa*9~W~ z{rax9dc3}>^{Op!;9V@pQ~WH>6;G zyOGS?+}y;Km-Gt5Rt-0hTE0b!9^*Uj|tLSvI<$*l>cm-+to_V)gMRz^nI ziX#Gn#`xwJY;5e1vZ@0FtE%apg9D!F{l&%X&WyYVD6c4k$iTds<5bNo?#DD}NM>hJ zf0jDW=jU}AqPFsHkPzBTm!3KPE-H^sR_9!IPoR~PtC1|;dy$_F<~jJ`N!uX*Z@g~@ z*IUFl#$Za;e~atBCkp(hKH+=V_J6$(5ihy7nK{ue0xuTT14KONv^+k4)> zm5P_Ov!jiStG%-w9S^sRr_FsUv#Ex_`m~oz3f~J=mZ7-dd%N^MJ@q;KDzripc4`X zFb4ttdwL=`JfLmbj_>{(-y;4vrA7qyy*MP56%~boLYF@W;}E~GM*c;@ zR}`V!n~#|~kDcD9{%Hdkn5(Icrm08K=cF2E;{6%w`M9foh+7|UVK3tQhWd#Nb4<-e594Y+Xj|d-7ev(2 z8$G9=gTK4YF5iI?n!H2~)c73~wibipFqkM18%>QakAS2X!!}~TZNn9z?9|7yZlU=oMM zPUy>=&p>D|62uf8#X^y%C9NMrwODp#@Z!@{p-BQQ_wPF?2WuuG>g>E-V*Y`Wk1yod zU)j<=sZ%y8U=5{@3YKURj8|#8rWq*;fBjU=*?rUeBd&*i8UN9ItrA2rSl*{tP`%lO zSiau3gr3rzFwUz6{WwIKBdp5!BlXjIO2+(`Qd+UeD>TaDP!m2`ro&#&tcS&KWpK7t znfD)Yb5)<|3lk2!a>wY@seq57!s-vU)*tRV^9cAE9JUxdWBn$K5p2wxlOtQ7LM3K? z;g;pI+c|bA^?PK{H8d)5%)A-Lws9t)ks4dIzPbjn(=buKb}PzZ)#5cP?roOz<+?>V z+bKnEbFiw^PQmLo*M`KI3NoA2I(SXpY&~&IU72bPGXDpRn5HJg*4L&#!;`X(LqCh| zzAn9aE3|Y>adV4gtV3q<-v<1@*7JXgq5l;K`=7uNB7FY>L)^!-|3AnOe8PPEz>NRz z0}OV|9o-%(L5FA;8M7`DISvuol;ao_-ZRkWq7WpiJ(OXf3qkp$hQ34*DQ%G~J>}mC z3uXQb4e^MsTHNNW`wb8aNhQAfk?&uL@i&}Llm=wIoc^&^vgPADyj*7dP?_A(k@I*6J;cdrN+wq+y!K6Y}OCEHq#lCG}{EBES=HYANqI6VCEjT7GUMm#)lL?c)H%wr01R@Yp@ zjKe55J zUgkbuTw;8SJ-cxX@TS5?ETPXAJ4t~y``^3(@!YpK@B%|y9)JfyD1b~0i=ac+($H9Y ze-3Qx0?58eW`G6JrW8XK^Tf=wGYz6dxkq&*1O4DS*yhp>$QY_4*nt-e%h-XS-COGR z!Ul{316|#+dal3DQyRqH*0$?(am&hH z8>E-U1E3~#xFjkn3WkM&$`r-;J0PiEA9Uiat*!mbRb^-h{46!VRRvmq5+*SI!&T+t zG6&8r@W8~~ffgU>25yUHhoLr5mmwk|(k6@5`u-J|G!IHxCh^p7?lx}pAgzH?U25G6AhM6a2FpsrMsar@P=+J%lIQVocAc2Km ze|=}VyUE8}P^eEu6_-l-`dYsfX>QJMvYJ`#fI(s!ScGoQOh@*G@9<6IY3&|AdG)Zu zs-Oe9IB|NukC!%*xiyt+CTqLDH>b6-?Am%tQgVJc@Cg-+0DErtiK!S&*{gkS^ZYpv zevzt%f_RmyI{+5MHJ9gyFyy&vhrRXQrg{B`%>p7)w3?w1c`)XK%m&$m473ECE$*k) z)LaWX88u})GhdzONwMlKDO?CT%}bnp*x)c&Y{{&xRY(_FlA%v3ej2u%DV{ZyHQaZ$ zT0NYNHKVGARxaSnuG)kxF*0rZY873Q_O9h>NStg`Q4?ba*Z(K|HdB#*^SA4t#j_WF zLLsAy`YDgu7RI(tVPZj4Edi3y`W;x0D1%aGG14bP8dq{FrKPmf0EqkPY}L>GeK z87YOzE9ZFuc~?2(RY9R&l;S?rIYS)yN(A2CFBO205cwM+k^cFk2~O`lLc(>f;|=@F zKL`m2(9ia%nVu0@Zl$-(_#Pp#^Dl&inhfIK2#N6F!oLs_V1@XWQMovZq2;EJXq!iW zX(zMg?(ma$l12A|)*OubJ#aNw#aBc?4nEl=;25~RJRY>MX!42fHmh?cN2QSpG84*r z9(A7fEg?%w@-jq$gOigf0gvV{f0bm`{+#bZ(%=3n2-y7snbZRKt2~*(^3i*&4NakC zb@=>-w|T0rTo?|My4YwBr|o-2i}~^9!{Osc{&jxe8V;b3FLRny=CJTATpst%6@M)6 zFZfc%*`v4y4L6%0M=vt`@$s8T5*yp1golZ;RQBEYONm?m z%YJUz_%9h$3DDKY=Iljo2%jn~`$6LfwW4O|bZ%_OtBNBG(Lw%+{`*z_4?-f_B@mr8 z;olGvyxwm22#L@42npAPGB(v`O|EXI*Xfz_+3DG#?Dr17f!;7?j9)JlEu#9_-jf?pJ-j-+FtzK$1nOaz`1L!Y7{u zsZPQluxR(h1fg`?mgHkj`w!9x;dvy5v%qdlio&X?NA%+y+5x}h{5syOvH*&}C4C~R zT%r`X1nqw{r;9}vsN$V1{>ar=@Uevb7M@jMW?Uci#Bz77P?L>_FuYeoIh!Py&xxcY z?G*7dL@GMc<|RIT@C3UTu^xptzXXtLF)y)X$*>V$?~E2^odxT?YK#pjTo_K~lrgl9 z^gijqZk7=J6oeWsUp%6A8Ay>Ofl(c1gJ+7JVK`m%ZD6{ZZFS;sMV1}-AH6udc?1yS z5BOn2GbWNM!0wsue=&)BoN`R1wF!lnZ zNPd=ysVUS2?sK+de73MXS)p44%(^5IhG4!UCGSC4*aKA^K6kqZ_bw`I|1?8oaKh#G z7TE3%gGsV7%I`k(sFCjkDLcJygjmCs9#$+wnxbwo9;lee=g?~Ter3%N8tCzkIqeMWsPJH<-xqZr4}|*&CGC8 z78%8>>?PcYT8fWP%Dj{zkVz>&X(@sng+Vki@k>2`^ro+Ydbky(2-5R?SCVKKqi!_1peTff8Fz9)DFi5|T!FTQ&CYaYgYG zYeloAh|aA-wO#fwtgv9tg%3?0w{3@G>XQ;5VoUV@T=oL(bDU|F?$Lztrrr=p!s`oD zWP8(JylLcqsoAer%OKGm{O&;)XaSsv5eElLOt!0`+}JL|R{f*~Ou?tMPVzE#CB|u~ zJwd0qb&h;g?G-cv7yM2{}qH<7d!;;Csh zu~G|^KBCjg_B$XUbI;bt{R}Y^nhDZ>e1z?LfZgo(19!>LWaTJR%I%(YFuZNhPDAOr zJKtvs9eVbuxF4fw>^f0~tb>X9K`je&?2|C!cL&yJ&lX#nh#?4+Z!S{E=ii+5w7mWE zu2Pop!@{gOKVzO~B8m${p@w_+TN{lRD?Hl0Msh~blDV=I{Xe)G%k81*6Y5U7%Y zs!<4>Or)IOZ7;od9`-u@ALA4;@u-LJ-^M9pSYSiOqnA4%|LR%$+kN%x5$LCX)O4q4QQ2oYqr*Qe(#cYmPW8+Lt9O>#mo2K=Xs{12AG14Ve<{e7`> z)4$V6WvKM%of$tNaF}{N_?I6ko>mSXV(&9Cd5)P-FOr}|^TlDHkKq$AWrU!qPpnQh z?Kd-)CC+pt0OHc+Nk!ZFn?LWGn>6Ar$yryC$)+LW59Nfc9=!N!xnFRi6eD&kHu=_m z5j6aFRMfmTtMM*PnvDXk2%Uy^qg$ny?96y3pNRum@R3v0OmDCDKg&#xJa}97qO`*7 zTdFM?2o>aw)i*zG?Rur97bU1CCIs5G*Hwf>H6Cy{8m#iL46&Gh{Gu>{td;z)W7;K{ z8Mpa`7%%VEN^d4Y86(o264}k!*>>%+zJd_I3m)-6L4X3D;4XQRD%)N{lK6}a&JC6A ztv;KWuC^pcjKRS{&Kcm?U$X?mF-vV15!@ng2Za~15184XIE9P`5{`?>hG+WjhneZq z?BNTgM?g4g>34+>Deb|}^yXQF*_x@JQQUP+x8p6DW0rMviCW6ka%3$6l9DOG zwko$B#EhKjd#WdsE%fAxu;k|q3G|rm)4Qe6pa=74K0d@YA7o!Oz0Rr*4U58#WGtu} zcGr7To`i2#3-TZREnHKbXCZ*g;Z^qA`Td@>y?v|Iw+BCT7^v!_A;<%{0bnCgrtH>o zO2Rt@!a1Gobd}vsYr|_U+{PimesYjZw{=VueX7% zI-2YPm|{=UP)07mWM9%$n%U=IgYk5vBy`jUoCnRN%`UXyv*?hhG3=(`d`c=mD8pq^ zpW&rZdCC%Um5;%mMBPJ@Dog)e^-W<65kL14(uuhSeupPmuyUj9$}fG=34$|&`MK<* z$M0ni%o@w{yPh@0^z7n2TYPJY6qbA)cvfmf{M@(a{EFPP)xr-oF62?xYnF#mQYVFh zQDlCgg|5SN(>-gXQ=FasV%)aR9);iib5+%7h$DI^PqKpIq~fj0>LagISyT>>)YaCV z`Uk91-XCt*jnd)&pf~t6>OoSbD}zdjEJ^U~`# z0&$Mflpj*3O88e{L~5$4<}y268a`W87^7j00hdFf2e*su$cztYcC7cYNI2;jNob%^ zEt@>@84&2@ZBXNqB}vwYn!ESlTA173=6IP{{Cg}gvGFId9j8-7}~S(n0{RP!NcfimZXmZ!8N)uciS z0%?i53dY0>Ekk++ri+ET0@L&?sluqCILp_cH&4}QZ1g+i+>4~3a8|7=$nTYXS9 zx&afScP0l*bjP~dA|oR;RP}XrZDi?wv->BA^MVE)(D4n%>UITC1MFP$!cW~I$@h-9 zM^k5Di?j479;%4l3>x;7JXiF)0tQiPXfN=^Ivdnow% z1Dv$%9EY!vg@dvD8QYoE&NyUoGdisonTnDOSZzlK`Q7=<4x_r}qGe>T%|rv0A02Jq z-FH;ass2ECf;?Bv^TtXk1Ts0-AXku-X%(v^IoLKG>@+@Z94b=RUCR)DoXoxNBA-Nb zn{w|(1O=DHPC;boS1M|U`~8sSxhWL>6FURaoWjJ!)YaX+6a$c5Eq;e@4H~9t#eMhk znQS>=N^4I}oAzNgt)CMIj^8Gei)@8Ec&6BnoPwF>*nMsOU{5c$T}^@r{qI=FA6vi2A=#-#J@L`PJ~OWg}(lV^y!M- znl>ac`1Qr9FG?z-UvCCX;% zdNZ4w$LN2WyMX<`$D8A&&Gf!mY@W3>pSze-@rk#VrZ+=RTaIG!-2Pk>X)&>dl9c$4J^LhA+`&>*Y{Y9w-uEuYPj~Vc%3vD?U;+k| z|2PWqzqA>GP7lV*r}`txLaqBW@5IE!damUhkF4V$Xbp|3Nju?>0OlnUf+h+-MH{2Q ziizMq_#Q}!E#VeZN-m?Enz#sQwbNgv*$P!#~{C~r}fv;VRw?f3!Jse z9)10hK+44hZzguZ3;-Gc4TmZz9%c0aZ1*?!8niTz?erX6Gl)F^bYGtB1tejGYL z^{f_m_B>*!mB^Rg_>Qo1+I7)LAgADsJTa{bxzU^P-JHK?Y?!|1>EH9sKK#97pNgFk zxY)n$ejNeoJC-#L1Pdo|eZLT?c-B6U3!dbs0383V`2nVIriz`~nY9Zinx8?%W! zWB3tQ0JPg{JW%NVC7XDwVtKDlV|t>4-^S@ zp9k9(l-8;sDaXL}2I1h}2>X1vfp5%cK3Tp~;LHEDqOB-xaKa^65|GwtYRWN`;mAM7 z`wi9b{Y!?g4%Ctv>+&8%{6_YRUX??>OGvcyOUH+#^P#w0&yX-PBMe5*f{cHYY%jWJ zNMxAvy8{*s42jF{T@Tg$o!VIK7fJrw5UG2OYbGnL>9v-^EZo)e z$wihXErSbi>nh!H6F+~}ge2ti8v{=}QH3rr{qphg8T`eNAWF=petkbMtY)n#PmA7!si}fFXh1?Bj1lM}eI|qRdN} zLj|I7IR0Z%_cvjmMUl@>I4kIhe+rvB(TrV4(q@H_@$K&~L$TKLR8;7~CCrft}HsPDzd6jDqr@Osjs~6r2@E4b%5f7R9FQ-|+svEm{fCrx;I- z&$FRyuv+Om{26hEp1b1r@A2hbINMVm8H^VXTy;ffCcu&xmhKoIxA8Iwz6$~#NV1+0 z3S}oRj+W<(UP(*`_Lgq@o158fwPR~9frZW%lVJt8y$m0}LEGg4*A`}lPf}bC9OU&F zG^Kmu?=%IpP^F_yN>qg*NfK4qRLd!}@2+)g920b?iI9blT=gDn{8H}0Z&=P6xmn5B zmSt`e*hKjhH}Ynld!}(>({qYQ=7A<@0}}u9fe5|2k1|Tbt7v>?zqi=ITFS#vW{b*t6(Ctyu=?m)-LKKv31zAKy7) zHH?u5T1?T^i7&7Dz?4U}PZi5Ut-Go1cf78I_d9gnHbhzPruG}64PRIX;l>Ng@|(36&^v!~PET#zU&OgNIw(gZg2!iOJZt!bPS`m9X?_s6sQD~CEqk|AV$V!e z7an8nWSMl~c$;)O_I0hG<4YrpgPfu74>icgA3DmHw2$3YQA8s3EegQoV)8lQ*zrc8 zVotkxlJNKu&L@H}x8d7xg5hR5E-UbPIDPQ_6&GoRTJCSr(%u)1@Nsm(y&XwU-(h{f zfIuRelL41*qOGCnnS+CaySuxLjEsrNkKy&8eurAuQ}`uU74DbL#oWiY04T2jbM60f zk=U7S`Znk+cFT!EXWjWF=gFlRGNFvJF>|LE(G!8{yG~O(J352uvQ(rz;36UFtN1Jb z%z3H!Rh^Td61YgLK>PN$t^{lAg?)dWPnkN~wZ~d|oY?qa%o$7O8B~7np7{L3O01NE zt1Gvc@Bdn*1?B|Z=mQrC{nz{WF-Gf9Z5W}w5(QOV+XlEuT;wPM8eE`@I(7T4lUUpzso#lwHbzUYDOZKKgGL&BzPorcv=DtQE>?aZ zO6ZhgMnXbO67LxiAUk8R5NvP4=6JkyctD2wc%tGbFdRh@^ry%U`T(4I>kGJ^u=N%G z`Id0osF_I6W}K&YHuDeLCyf7geozF82(}F{FW~cZdAgk9SM``0C(x6L^5w44n=*|S z@EGemKu1Sspx({5xl3JAUJl(aWMb}6+!6G!7+2u1+?%A9<1;Zb62A|rIx(e3VCL$o za)9(+-8IE7m5Fb(urVe^3BmoSjqw<6hpkD6DXMLP712f^X9RQEM6Ql_t&vg1y|d3j z2s?@Y&kycUG4)Tw>*Q;q#)vn9N5wq`1_mUDcwx7*mxS%lvwr+I+oqtQr)mCxz{z_o(VulzeVH1*C_?(EWXk6JcV&*(%BSKaaPjfd;IktzI( zJI^aCrzWd+XRtGU$jJs(3yR8Zxw+o>i{z3%7xM>xPfgprv;E7vvcVYEVhJaw6DySB zyOdiSO$45Q+Jiy}lYygIsqIS|T(mUp(5{WYpPOFT`$%0)Nh!iB~Z*qs4}~>If4F0~Pmr5g{RjaUi%dd>sR(;sRQvpfsUY8vBN%`6p%! zZC_)R()|F}Ci7x0+u_WPyS`+th!N7fwEC`G z7iEs3%fj)PcKz%SHWI`qY|o*FhYg8JL2HCc!5|*(`6BVjE-;6h6XXSUc6NXQ(c=YQ z`<_Nqc^b@EcnO$3F~FQiA{s*2NWho8_wThr|6Uu4U@%c$4Zi_WvR9^}WgdN>Sq!PG zVG{L!{GeD-POGklRJ3w-tI(bbinq1SgMtQbZbAW-meaz*g7ozC!ou$TY0|pRZ2Iky zlBU+WGiVS-w*0U$PvN(3sLzaQq3Gkv&mn$l54eP#_RMzQ(`?As87Ve3`Cb0Jy!w;-7+A}=V#DbKF7yvTU8)S# zI6c=W;}Uky?YtiRsr&6hHUFTzlpD;O@xRiB?Evw$RG>ANJ4JPw6F6dh=S4((C;P!rH5{Jw11=*CmMK@mN*V?^O%)`|d>o3&i|Ca)2{^z(M+0>a*ut_qE6i#XPO;ocWfN zKffnEuHBAiLkzn+wTu5a%zl!-I+4TCZPugyY1M>k%V&d%^*r$GSHMV?9f?`E&~UT4N4u11dvce-+Gqz8B5RBrkW6^Y&@zlSWmPs;US0*7NgfmY$!ps%)jz*bJ3E z{W8bA0Dq&$`=?&aCYt|)<#ck!{husnB9D1|qU-il?Y&V@a-45fTPK3;6!0#P@$AmG zFk#T?2|t>GDIU>lG;c=P#3P9u;XDE&X|3%7`L~{)>v&{D)1098Pb58!xWtEI;g6^f z?kqR?dG(jw`eU};D)S;H;_0@-E0r&l{gXjqOp>VRI!GvuGFLc-@+9Yt$etPZJFCWu=k@uX@+|!U~lJ4BNg%RkB zPU4f2hT?MXgGX{#m$gN#&`<5Yrc*0JF^Z4sX?0ZC(!z9YXp6}4-*QoU4gNgx#zsp$ zB4V?$Rpr@@N$J=2h`NOlqSMtt{&y$9eB8Ns^W4jW!u8~vptiv}g&a}4bTYG6E{!hA zI;QJFn@%<6#5g_rDOzJ?b+)wBds!K_m-qv_PFHPU`ryQ&-(TI(rqAHXM}B@^85zfp zZ?Hq#9XI?*1fIQVtmG@iE~W1viyRbOf{?D(87X|}INNyZdnrD>!rT8X5!&pzJ3y%I z`qTB)`VRa18K@V&(md)v+8iIw)8GYnxaiZZ$!ca51yfU|+VtMPc4>U^wI0`pDTo$n zsWa^s)^J=}RIL(y*=wmp0YY{30j>VxUW;~pb`pWF?P*->Y*b`Yp-OsLq6D8FQrSqo zdMVHv?M}?JDT9M-h~0eejoMM8&%K8puXekWE-5)IDIPAko-?QTcQ#NRooer^7Wfi% zs+DAE8^!Y9vCmw<_VeV`(|b7(voXz@Y2ti#ue6=w%r(xFSJeK|&}=E)1tJ*UdlFZn(+N%YS;})Dcr`HGR5oZ9$~co?*+gpiM5K zkc~sXeZI{ey30zs-8dsE@-5a#yyVs$uhxst1bdQbGy8_!Tq82%LP*HlSwH4lw)dl$ zFop~0`-#@#GU~Scc#+Gsn~-+@XuL%3QO*6DA!&~BHl{!>{q1w>2<)G&4U%bOWgQL1 zf^$r4rQdM=dWAOUN8XmPC5gXxc7R}UW7vc=<7i4qL_CBa&NCB*&;;SKyzPC8nK*`9 ziz|JCZf$7JoYMU4pNYYDbF^SHwX3BiV%x`IYOyFtH#x}T;Dt##W+o=_F#7}}MgQgf z<_2QvI>+6Imni+!fXRVdbxP^Zrr#}l9=)XU@2LTS9Ad z$XT#P4(HC(epar@B^6u*H~MPty^9C4TGs3cGG(KTPmA8&mj*MT;|GHU!Q`X|&*`Ra zKbsYFi{OYL`?{sZr4ttIr)lZkRHgWJwZ`T6i)QzBW)hN4)Ay~Rys4dvCw#o$3obrI z6;n+sYRU`VRUe$5>L$eA-DMGWm(`*Aa!+X;d3b27qeI%C_sIArsyZ^tI`tw}_8ur$ zvKo+(GqX{u)UGjEa6U59cUc(7Ebsp$Ft!_AY*aZb^deazcC>I64BIU0S28(cRPaJW z=oT5fJ3rTaRG zCwLZU*C#K&u&4eya4Ph`#Vk~-?4#V49+qhM6qa>G^$a{dT<*(z@ zPftG%jr_Xvh^W6o>LgS^z|&JzyINvRLuEiua<;Ulhoj~Jo7L1<%Xbe;8;_YZH7On- zcb}@xeUqgEBZ;pFBMD^6u-mqFxHp$n8FqQI8Gk8I6whdhp08&9Gm?lOTbal|B)x2< z3!0AdH2@)We3WTC4FkFw+!+I9v8ckw8+P&uHxJ5{)I1Z-YF?9^=v4X zBk=ompIBY{(hXE2=DSXD9FZ!IRGwx$*vtF%RhlbtQOrsZnYSKih)hrG4Y(IlPFbR{ z@a4B@R+Tu!+61hDh-0-&GF~SvuBxGd>aLuvt*TpXi=*8Kl#hlpHFo8YvoJ5c>uxZX zE~cXP@`)sS(mO8UwvL>2Iz`9ELpTgbeDo(L8}hG419WjosC-rT`Po~3jfQ3}9%K}5 z`()-tH{KMafwkPJH#&a&>*Xk43@($)uDoTFQMS+4N{pryh3Itl+3!dZFEuivM0(@#gci zng)=rpRz0aQU&Yzke(*`dB{a(W7?o9oc}E;l^LV*=prEi_MXn*Mrx3!7e*94y&>zH zot@N>$QBA8`Rfefhw*$aJTU?F9_FrJS?t*ses!*Hmer;6v0|GC2}b$Ro<<3+G1nZD zcuJAohVN5_-t@9d7a`NB_4Oh{CJeku)cWe<_B$F?{rfjqc(d*lHa0+mcm^(g zf<|uzM%-I0Z%qcB$QPl--?6P!v)H`JC^x5)4hL1+#fn6$@sVSWo7t08TeE~m)|zx4 zqFyz`JwFD2s8|g%^{ZQ2HIAO4`W?|fua}O37<%mp!s+t9-1v{(ez5ZG<_62@I&-BT zH8p|+cYjBC)H>~F;38jxR#YqE21z}*Pks9I>6z&~FgB?)>FMcSe;ha;_B0^hTw89J z*TXS5G7ZwRv@E%wE-v}}mWP7)DG|GsrwED*S?l9I>G0oq7$m#rO2qhrgartDuT~_%*!f89`%y%XKd>=mR9pUjVArJ-QFvS91$ zl*PFXYK_?X#?PLF`P!^CpS-U@b}-*WelW|1i;S8a8rqo` zlW_GAnM9aLJRiFjUr5Kq1(pG;TgqEl`)8wWL;GjXZs9M>|p}>b~c&GQ5 zp-#*IJF@DN_!V7pIGw;uBCkdF;8BtQm`Pxgy}tQO63is7Clfu<&TsSN9K}9b#k1859|E~;ECJW0YHg6EiT)&4m&f?E^d}hOigvW z|DKLqfVFDi$-rpZnc{I3cPUf0CMaB-d_$LA^m^aIJFql=m5?9*0au4ayW{#VON@oI|UBxvff)pom{v zgLGi)Mi_zaEmVu5U;HFbG08-e2X9nfi*~gNgma+k&-knlM_B75;+%cr8$(h}vr}J8 zexh^0W>u7kMi@^1K+J`N-AX;x0F&5Qo-Pew^uF61q7KUV3@THv0&mKw5RluFy{KGx zE|v_-;PX>shB2@Qaxc|?!~GWABp^_zQYLM2;?4IQ9%vjR+$21s%I+fEBoM)Zhy5^Z zQbVvr7U3qLKV!RxaFZY*p+j~U@@o>uBzoe+DlH}TIUu0vpPR()+^sz8|8|qed*h@= zLu~zswFq)kWX~JBvnDMt6yVV)p_QU^RM*w1|K3c#)+j8kf2)n`iZu@U0!18LI~7^uRrxK#@|-q8mJEr z#^Shs8SnZ=Z>9k-DYed5ZMV$Be;H3<39>na9u(fBh^?cf5EYBtBJ)$ zs22W+A*h%th0n#F)v5U9b8chf+Nw8uVxP?X7xuq<1|!RyP-wc<*`ssO zs%kx6#6(O6aFIsoU3Br;C zIVLCTVnI4Q{{7S&o&gg1*x6 zxq$&4-7VXg+Crlj-9*H7JPqs^$Cs5jeeY(TDIk4(4C!|n0paj;ZHJ9+`kmtLhEpHz zLWb5iQr4k*vvu=q#Ew=oKZARndN>Wglv^$fakr`DHd7I=X90aeIeu~BbQr~iL;X0< zwW&b2LS~PY-RibjcpFv3jjhC6V@RdXut#_1v4szk37i5X4r4riK-Ffb*mdOb-ZdsWZ zo@mmdUyKe93h?tkvf3Og6%9W-bLO}ewhLqm6JdjwJ<*fU@bK@QDFh`T$V3T2%m4H8 zFkZLrSE&UHxJiJB*+wh5ADiAK(1O0ayTNPXgY2wl?^g^aKtZp{c#@wVD2E9Xvv6A7 zz6ov;{$Cd|tF=9eISs@a!A;`*%(E@M6vLUpCY*3^lNd&U7Ys9~HiU7&bnK!fj%O6kSqXPLkBj zrjoqWJ})dSwlDER7A51PWrA8H+rj;kl_oyvU*09ygOPUJ~v8uxL2=zgQc(h&RVkc$!T`Z zM@NqyZZQoq7HT{3{p7#ylO$(ebe+jP45V*an6G3bzvM8fvZC233$E9|D)$qk4B^0T zfVBA_6%Tl$W^S|xAE|Q}$%FJAdhC+q@hh}KO6gCvO8r<44(5iKkC(`1H~lVza_fha zbuBt@qhFc~V{d4PPK!Gr3*uMUKd^mqcDt}U#0PJrT-?z11(Kz)abHds3<*%r@5yNE z=&)g>C3XR}CAg4rU2S_m`|I9K9_~vr^XjZDsr@osO3DJ=`}{?_KylM6BpO}UjmWn7 z`|2)&*yW05$Gh${(3eGK#(dL5eCPw4ZFq!s%XXc7f!R6dTSHS_-QQJq!G|3V)rmFh zkMx3d21+6dtNk*y2yCXGGEXnuUmso{^a}4wwRAg8pGuiKy&M?28k{{%q6?5EF)niV z;!g#h;0nk23d^3}O(AZ%X=$S{51WsJSFz5%D8-y!=LL2KK^?~%N%K72fw7>`zG>T(kC9iqAzgNM&ac~dbMNYhFz-xy1Pd3)q3$qUCk?6arCXyh zo*sUhCLl3kK&xHA}-?d=w`g>x{#1 zy_Qy0BhLK=J>6tca$WEo4WSr~iHg$K*I!&(nyPUs9$X%FY+z($1cD6X&YcTasYOuH zgh1mWxbSU{7B2(uBXmWnA7YgvQ`0y9Ok4J<=?62jTWo@c+no2ZlztKoedC_&*#r8_ zrGwS4*UKxtO4 z^#XC5Ga}AGhD+h5=~Ol*nBqjq3lxV%x|TF8r}-Z-a7EZaJbHZo?{lvqS2Xg+61 zBt>7*mXz^GWa6*bh~1TIJWL z?A;XZg*=v1x%Kq{{9C%y34C}JB4p?nE+4mNDZhd;3GWF%gNTU8@@v*Q*6A?vWF3*2er{7Nc2?H^@ zUcE>W-dtV!dR!DSZY@HgGAIz%a7uytG5;N2#j>sYL`ASf>Lvwr5&~c@B_pH$^Zj#d z9^^8pr=64yx)b9T?K~*I!h~v=*S2`+3s>W_p5|A}NUckuBh@tH8nLbXuPnn@appXMFLM=U7c3rRH06jp4jZ{EEp43eU40c9!xI41J51^ z2USvQZk|Rt773S>%=gsP{r&yPJQE8Gg%>YELPB^`UB$)4!6co9lXJj^FiqM(42s#D z+}yWyuBYH@sLxSQlbXlWe z6vt9K0U8$Biq;y;xcepCKiOQ8f`WD9Mz6r&(9jsR6)}gNl(m4(vo~f_HKX|{5fQ0T z)DIux;p1n@#XZz{fgvj^TUwOVKr31goSl7h5-2ZiZA(s_PIhJua0NVjVEmp|vA4bP z8OAW%+r{!Yx z=aeFu>%`aPoa5FH{@pi&{iQC>Raxr_>W`ZB?wUxa@Doa!v8q6nU}R##v4}UHo*}Sq zf<(z>6v}W4J-nMHMU5jPZEDYclW_+~t? z@4pZpN=iaOh^WyDpKYEo=jN@dWj8a zccAGw?oO&i5C`oTFKGJP6%IuU(m|>-_7g)nQ-QnqPY9)Dj44u#_x1=O`hvj_pb?jR zfyw_?fmKImCs!X63rly(nYQb$Pc|6jY$OZ3Z@$gRD{9X%QuW(OH2F5-N(h%flqbV4k-II zag!u=+2P85PUNbkC;MT5)+5+JBDYiAj^g~apiJ1yyaIKooLlXO{xYM!hmuxuBsDKGu{brb`;Zko4`Ph1S%q?=whAiZ77_LX!yFiVJ! zps$X}+Vz6(aqV4nvKu$P4)@=bIQUU&>1>(0{Dg{>*MiHYw8x)r2M*B$yv@R-m>5Hu z{(%AcwshH;v0Rk=$ufwa^8Uew9L@(Tp-0JVON(H5Chrp)OVneqUcnSUJD!WeLVqjx zY^*gh@}38ltfkn0?qla~y;;7RvIH!HIpRSO#dc1>NR5Q>E$Nw-U~z0_+f|XEH7&U=GJcHmm>NzYf@Z{RTn& z-?4XBlToy^wJjN?q-|`9Q(uFnfPn?X$D|}M!JlfHk2H1ZSx8Ry_5UssKo3xOf zc|V-5NnR>rLLub*_vbK;)$@OM(H)KtG9I&7foeKBI+a(io-oS((JFlBDX?hLsRC!O zLH>e?^21-_k@xQ1i^Z!YEy>N5)3TVX8mx&tuwd*=;O&WwZ5awUIXS^u_ZM7)u54Uf z++bgX3;`~P{dSS?v~tSbw4?25OM_i;3b=N**|2`wYSlJD;dl^VoVm1Q(AKHM$;+#X zgJRKx@@lODgl?Woa{~oZ#+wJkN(5s{ti)AEtur!E|in&E1 zj77V>lPxqYBkeizru*Fu&Q7aRj%{tuVjs}$z<&59=I2`x+Hmv6Q&xwarDp=}+sxzR z1I&%bYB>0g*49NCTW}IT^Fj?nJS8R6iD5ut#xBTCX!4!mFt}? zW@sy1bTrF`u-KL4-G9zx>yz_E6)s|~NU^))(heo_b=a!prJtKeg`ykv$J#fA?|uQa z2M=uxP8hlLz8YG@ZxvE~I2qEJ#Bhd*1f!{I{=m ztN)94%R{OReby%YFa+>?-ykkQ+muD^zipzdT2qwS}#3b)&t zt(qQ`8+*lMZBUYX`}uXuK|TYy3!MJI?-#ABzIp}vXC{7r^)<*fq%QmWm8Q{aU}=Jm zoB$mIgVQvcK<0aQTbr?&neD4+=JpT0L3N5qF-b`m;TIQUXK+)K4!*DYEa%14Z8w`) zm?yhfSx80=Cu^-&=6ST85DHAmPT8|EwF!Q#B@%Y6kbXN{pna@4;Qe%Wp)KMD56w`b z`h4Xu`J}&^rnb3if`gG(;nA3stSqMs4LxCX{_Q+kkPO(-!Vzh z<5w*IwKNuSqDC_9@yDm{RH!|AaRX=>9&TEmgmBP5nw~^f7Q>7}PJ=)_UFC;2t5ca~ zGd?Y>QHlA+rZhD*Eec9mS36~+zb#8o2)!>u4fd=2?;36hC<@?J)X2w=q%T2GTzpK; z$EVg)4AH`Mn*p)a4-A5sgX%|i0?LQ$nIm**c2Ww?D;Z+iw%&i(`o$;t(baHXpa`#e zA@8@PP_E0$h>9foMP`o2j|8m8;N40Pk3t*PFIfsR_)dsb+(tCYRIvkAMfNk$-$sX1 zFFoo!<6$a1l9J*PxKB*HnyL=RhlIYelA2m}o6SImygDLL#EX(Y1v?tSVS{DEQ42M- zxb7;4?c@cmT6ZX@Q{qkVx^sT~kkgTumzR^1lSCI35z*c+oWBQYA{rcM(A^fitt*NM zzivMB3Y{6zbUh}0JiLB3LgzTeLNcL8W6-D3joqA|jrNv`6hrp4$C`sH-Y_q>wSZ`xAd)Mp=As zDUkS1h|E*|13sPWFr~!9L?>cOO3K_I)X)YDi+d}Nt9cy_@f;!97%hd0z@z;4n#rWY zrUV`wzx~2U(oieZM0%74FK?>V5HE_7Bu%|?rG zVmy)2Sky~aAoD8_dVt7CdR0#%8jiImEr+w674>_BoQ~6kj`vbKj@}A*UXOcRX;_h7 z!%e}j`V&M-&kA<*3?d0EbvimaFm2e`LmS3X6!MTfMT$`-O1htmGIhl9E}`Qbs=>R) z_4EA)G{7uagKZ{xpAU_pe3`Y?1XJVy0jC3`C|i{VL#Eg9g%HLl(Jum6>sB6lmX}V4 z!0@@{?%5)3Yzo1hT1`Y@y25lJJ(G?tyUD-TpPX=L9xYVku@QP?}r8lVQL(+Mp;g3-Pj zwHWr}n*WzNHNZ&wL(gn!X-vg(lh~!)4F5%H$uFVd#0Mt|Ge6SP z^}T56aa_AGKzPt{luXOj&#Ef#*1$<2LLztj8t#Z|%f245z4B zs=Bybj%#$AkG?7D+kKkSRE{M;u(5{X4p=)*2b7;c2^KmWtZ~QNlv2y8y$@u!?4p{}udXIzGX_l!C!XR-Dud?Gk3=;#cu3z+Y^yg;^ zVm^zwxHv#8{jkVM*x!4zSYMvm^_ZWgG`vU_%r;Gc^%eO>C z%m#v*kB<+m9Vn1ADy+TN~aM+s0k9aZT0l2@%COe)@(mHZ+EE`6wzTk$by- zn0+sT?|A*%<3;8R(&Vv4Nv7bnG569_RrRZu`m3K2<`GXegTug$;mo!pKAz-Q2`&?2 zc=%LX(LW zhb6PwTQ25e<}Y{=IGV_9suZ7J6Ycz6T^L#MAbK}Npk`s!7rTBh1&D3zGC zjg3IPHKNR1lE**!Ta%rrUQmIjIuE5yNY|h5Z%+(B^^ttI zOdfB@SOdFSz_Y%1mt6D6ONbI>C>Boo7iKXjDcjWsc6O!NmG+xs4P~?{De9Y*+v`2K z$GP>J7d&~zJ0p#LcG!zXHMLjfqnCwII@fi}(>d!oLWBpB^728Wh(^hpvOTD9(+%Fw zF?l#ZbCL`IKLG&|G>^lcK%Kw{ld;a<^gx!^B>_vEfq@rldGHAxM2>a7=LL`6mQ^wLx!%Gy|3CA6zE*NS_DInm$ptf_s= z&Xy(-JWWqbB)e9H-P)VvUUDIsT&`qqOK;%l>?rA=ZGWZE2?=d%B)3i@$}~4N*^_rB z-B7#~nwORyUmlscN;+UvZVDPGyqL@Kx|ZE;^pCyDY6@mgBh+NfC}A9&f~Zc5e^^e zdIbMPwk1o2Y9QM(}ZdD3zZw_7qImPq4cR`E;Qc}XDya@^c9$HAWd1%AJ!oW3! z%Li6%d>o)j+S=ONT2XXX)ZE;q>FLi2r)yoxh4mz-u=0)uRkc@1((Vf5RW!fjlvQ7e zMF=s##ICuA+6LMTCcjkc20r^&FZ7WHp>0**+guM`J~KuPBa!>W5AZdEv55(zY397H z)Dx~r3RFxYoXDWEQ(lS+YR?{_C#rWy<4N7CFU!>*c?!<(knveJZ&Z`ZTTWC^om-?B z!4x61j4^O!8`tXkLrY70bZ7DD>Pz?Wa!UuxK82ap)m7m!y4i_W5jK=9k89nx6lMT; zHW<3P^z;yfpo4msWI>n%>t7B;c<76w_44IAyuabJ9^2jDl2`zWkZUV79hPe|tqwS6 z{fKe}<-7c8O80dei=~+{X71g1Dl}{gGZ|1*>d0)cOlNp}wkKp|Vd1d@W?^#uZ(yEe zk4=8A{HOeoGUE*ghx0z+(=8O}547bp1ucES_&HWrEV~%?rw|Dq9v;MWUl?RFReRGC z7fO`z178#X&Xn=X=K$H4hUv%*eN0nucxULX59K`@H5yN#w>noZ->7zbWU_|rVUen} zVQyhzVM>`J&bl^L>!K>NpuKNBQSreb4AyA^UR%o6{WUwg9x8DzPZyT;(L%5TXvsxj zg^>*on`7yluwoHJm7-!;qS1*1TU{~av6@YY97G!jzR-)6yXbGlB_w=Hrtyp4j1>-&{_3p&GE?3B&!w*$jp4NtW=xg zKIf7NB4TfB5qK1)VY)R@IpDAlpL>?26^^Lebgfkl3^IsKsOjho0NSG~9vmJvb;lSY z79dwFp4%7XJ>ffk0~Sz8ZVhlTPFxnRBZdk z+1!LNWV5laH8nS>J#$(@DB(1rrKeAD-#8<1Q5ovKZcLH92Pgc2Vl9oQ>0Tn(Z6R74 z{h&j3z4UFD0ff6>WA8Nzq-PofwI2E(=M>b1Q~F|&Gx{tU3sh~7No$eu+qSkaw1G%k zcgb0}_0Kg*ev?T1>POunXyUt+p7{YI4i;L&3~+m{mZ7K|l-)vL{UYmTrrW#WDJdz( zN|Ig#fD0Zl!Z#?d#Y}`RyyUzJP{5d$gmPOPT|&~64-Y?UYykNDz37iwEs`LVkS^28 z%F3m6!I;#^f=+X9#v#A$%!LoEE?@LOdLbjj!423wd9m#cX~@4c&hZ7i9zu#~(^+M` z_~nn~ahdD8f9W{A+2hfQAC6H9_JL%(hqqmZg4Rf(GU4(>xL~G6F7OX%I6@w3-@NDA z9C&SAurww>1kmL%EkKgVcDZx0YH2Qb6-SKhog>thm6i5T<$bIDEX=Be6{hJ97CoBH z6U}Qg9!SHP8Zv@BsYOJ9wvXjBCp7?Rx7p4pBsBSWu7bm3eTZ3e9H6b~tQ3)d={UN* z#etCiTPwN}7Wo;CGPAx%>E!oq-_?d5{o>-U^q;<1<#pdW-!68yBmg*{B}~IX*)qkp zxdXDh@c=Sm*EfdpaUAJcSu3#e6L`$~MSEBtnOlZ8_yn6g%mYm-3oGk%wL^jMZVRU; zHZccH+GXDn?0pDvkb(oYz+YD$%85~3mn`F5f=wkn6)^u;>_2#DuPJ^7id2x&nNbu# zCCnEG11|(B{eg5p^iQGM6q+r4i);m4oeP7&5I=x}j#{5BT$)ha7u)X-2(&&!s@z7I z`bQn+Td!Xx3$LVpCi{n&yl^z#)o{<~O-k>couM%tyN@;T1gF`zw4}u7PG0t@|-ZES-u?@M%bqEcEJRXYGftKA{fq#w^nD&Kro*k#1_9ze`w zS%hh@bMLG7@4wG~s+3Q0m|wQ?fV%(`#nBlxH8ld7aFoj&gA>qAZCs&`l*i1-%vMU2JoflL6g4qne-l zBLf+w!^Q{|26VyLDK^2&{=YnKk3=!4ijG6ogXYi$*i+~ru)JB>*$fq?sPI0{36LYL zZh{lF>oDA9M-bPFFAfj6DvyqiQf-2mfoy^si0B)&@~*Bm()B=62>-Yb?1TvhAq%E6 zDOgd$FVhtk!>j9g(s-qkG^X z0C%}0=$CX*_1xU3^-^$qwK4`|JGX(_%>hIQo1F_YVg*lr#W#JJK19lpSs=;~4 z6#oSBQ+Xf2k6=JYzNs`s|IuF9tW_3>jMf5BbeKa=4h(H2FDOE|z>$cS7D0<89|8vq zuBf=Aq^1&INICRcp~40eq~$D?H*cQ&ocyWV()pF3=<0uv;d)|#Y*)2H`J8su8OI4T z`&f(98Ub5O7lmkHZM_F1z8<2~tcHez>eqOK!1mEj`T)TF3G(wIN!S6&)rFARjrOKV zM?jBgce0Rx<&@ySy5mfPCk&}`-&>IW=(qPeoCd7uGUOBJ1ekP`hFGiFtQVyC%3$kk zo$X104V6@rlCtvRG6d0%pWL!-b*=0lSgm2EwoT~q<~aR&ByZ!!XR&Id+4cVHSb+ve^C&BzyU{gOY|&45It(|5sUFkO-I#*GFQ zC8hUB;hEq>Dge{9>L!ab^kMT=oeb6Dt2;dL>{To{u{#__W^XGdX-7ui~ zIAtGJkr5oL@UQ)*TBge&EO80T&3!Dn2+bjJm3zs~?&??+f-6(riH4P??QNf>x2eeK zcOZ@@+yS8HAU8BR+JI3{PtQ^1Ws2*be>Q{RqvZPwHBGNVBQU0O;MBN%r*^taya4D$ znfEZckZU;QH|(H|Gl*g8A`c&mnkd9^{Kj&J4XZw?FawZ#QBE6Th0?CX$KYjkK8$bB zhbt0JjtiiB>2Q8%^t!LD9-r>PN*`pZ!2tmS;U_1KEy1Qpyzg~&^%w2CQv@6=maz-U zo(-jhhCcYE6zoODJJ}AL(#BbQ!yr(K517M#mo|s-aeI=&J}aUcCEWMBF%PLku&?<@ z;j`uTZxJe8ah#IVwjbu2(W~p|ti(hsYPQ2qOT`t4$r4&SI*OOu$C)!lgFB}cktl(H z%tknI^xWweRDLGxSvQR&#OiXg^Ud&7yDGi`PKfCt;REm0&9BCi1YE4plw(2AhhmYBEqgUwV!;1O zN{^dWHBUXAw0|E7-SPMD-|G1C7SAK_&_0@freczu4 zcdQnv*RnAw4kYW-TNyuvUEU1^VBdi$Z>Pcx$2wF}8BiTA$Lo@_9|9E~@4Yx7IZU@* zprsMrX?7j;OJSyn$8CL+cLlhYBb9?xZqVyYde>l_5#L^Y;<+v@BY7X>O!Bu*pE|3s z=@H6t^HHv5b;CuKC+BMvR=EYi`5v&M{e|>8Bbq=~{c>l>ezPu%Qe-II`u9z`>RWD4 zQ?!qYsSR+#=Cm z1^kM60>RNQT0%oyq_+H6$%S6|AWNwdi0=1=;A;FWsbMj#EuS^>6@SOpC?E!UcNS+V z#xrWQH`e##8)!uYrkwvvW>NaGK(Shc5ilEfbEM(OD?o^Q?ucHqeANtG;CwrzAX1KZ zBA)~@px~j1-Rp6Il$fk4w%{I-z8_Hm1T3E%#_3Q9Sw0c?BuIsSGFC*r|6DJUPiHkl zo8*34nv_V1W7G41Y}A}Mxd?P5YK%M_GRC`%ahvBeV%iive8>DtT&%y3ixX^mYL6#u z40rjKg_rpzC)Eu{S8YXaQ+bCD7P}l<*o9;nY4{x-+2?scx6Ab-(I=>=s3j<<$!&Ti zdVoKxe=^qL){#?eY#1!R74$0m$B+ILrTqIxpv{Ox@iEua6UWX2#wEI`;rF{Fx{@#F1ksFwx&|=tS7rXL;p(Wv}Xy%8#^#ri$`^ zzUCJYC@sv+Zp+qwbT69Q>Q(4BnZi$28zbz?(@`?%i5?Gz9>Wm7c_(n$PhG=7eErA( zz|QQj`~E7e1ss@MPEBcDuK?{vhVPXydj`n*AYRfO%T?kB&0>R~EAPv>qN=T)vtpGI zAXKg{c4obz8~T~QTlMm3U~!XEQaUL7y7%D~&fb?;07ll0`EpPz4dkr1n!pf4@!;)NU^ADbrq`ST}>-y88;7QaVYUJ~RoVbaxA z*sg|COxAnUM>jO!dflZGUuXbpSNwpVcg~dWl8M|35|oUU+09I*nh}iYSml1+@TtqU z``LNGp9Zi|S@|nT?G;k_aN!Qm2H$6S+1tq2!E{BVxfFRhIbu|pWMjrKY_2!;|6=bg z0IFKH$KeeKD58kcEg=XZUD6^TAkqy75s?Ow4mltqf`o{GpmZv6q`OnPk93JhHyrxg zAb7>=eb;y6z4!lqSKaP?&Ym+fYu1`IGb=$6b=PyyWDT(j*!Sn2#@qs1Xkt9`$b2-B zf&s8J#WC+#Bd{0A6oI_3TFrvKC9`eIZA<8ICB=u zTMyJKzt}iK>$H|b5zZNM!$?98lO!)j^sQT?ST$}z2M*e7LM>ges|Gxf^GT#6z9%yl zMsvlG=&-85~nTSLy#<&myb zLxKiFs+2@}LoXYBcdx`eNF3MDJRnIGm?FN9dSR_Al+9JG&qx@*B!ck1HZ3p z9<;-A!0|s($3$!wC7THG3SdFIMF}5#*@mWzeu@u!gV_~^$q7M5Go!5**42$6%i1)g zWEL~w`*1%Zkcc~-C_5{QX9d*cp25e_8v^ZDIxxywh+NLhmX!%_x3Tc?B^N2GsCcaJ zYF@^-^q0TgbOJ=%)w(K>CF_1{L=U0ano+5|s>6D{K#mZFi70M)%~a5K_BGktl$5No z5|bf$!L%2N1Y`}%8#=4CSIBgScBWYtkKMjnkjqXSmC;`0Ej=&4xXxFXMx(d&@ts~A zn(tVMbMdUz6(2NlLhfqmG6NE39-cRynff1f^bFiAv8T=k$nF_2%RvqIM`y6Cp#c-K zF_^_a1l&;+$XeLg;H`vFJKxU_0t4fp#>U5Gn+J`cru4YX`VcEqDleXH+@`wO(7=Gp ze9!6j=c%cTvG(?M8^;zp6nxrD6|t>s3Z~OzU8P}L1E7)7@kyF;wpd!X6DJbl<9m90 z-FO#Y7z{1qF<(k=C0!hJ*`>X$@M7rX)f-{agia^G1jy}IrCDLzR7~g%o%KuAid1`3 z^di+Wc5C%k9yu`nOt`hJZPLb-g0>3lb5GTVz-fFxk3_ziCt8CAB}W9se?BVed~3F= zD^hI7yHVsgWHjfUE&C_4paPCH#M>&~Dmj3Zrmpnd({8P6+GEM#;beS~86$1ofdU~n z1e~{2t%|a;aNV6>_}9|=#>-zc>;(l+pn8rTCNuctR*bQ-(U54yWr{Rz!-(eb_6hd* zg+Te|$2NG+iSi#WCc0%YmY$%?Z_*LIvd>xc#0xXQg9NsZ?vVRcBuDIx4mez+HRYu% ze&bHKfc#+dv=$P|?&=INvK+~^lvW=(G_o6Hm#aU=$~ z=bIx0;ay#5utF0OyVgf7ib_gVAJ5|C)aWf33OzncR|x87JNELH2;qx%?$Oxsb?GOO zlpN@1Vt7HzC0Ovt2XFyc345E7(f-DMWm1VB!v{3Vco#I3PW0B5)P7H5FLg?j3d1Be z-z&siT31*1W!o`O6mL^c4D4q1W-)*YrZ$l>Qv29q%ag=wBNW-mGJCO^pMJQwxPof? z(SN*g?0#*GfsB@tB= zI$@ z(tQ?j{0%kxy}cQF<|_UBzP>)er!R{6?%CO?%A^tNo&EA+|LxEJ_i^r%;A%+0%8#>R zv45WiQC3G^k4aYN{$75-FWKtk^(@V;@9XMW^6@c=+F6M!Sm{{lfzRR!92EPh3c)89 zW(x4%mxOuW=hEY(;O5+W#k8Mb>uYMggO6Mk+*}7g+)D`v)+@$B!M$HzjFp0AFAtzR zlNdV%>tXe>_sw+`^sF?PWUq-aDeBo-eW~c`mz&6!n}ikxnAJ~O?~b9)RdYKHuo7kp z9!_Qo4t8cR_aK5xpH9at4q#n}^Ju`hP0}5^)=A${l8kMEYdzmqd(QBbYa`boAIx5m#qea@yL_GMf zP**T#^4f(2pczc3TIQ^z4+=;&B}ubViJazV54QRW5Cz*{u46~?-=VP6I9CI6v3UAbxyYG`6-~T%1#8ZhXszyl|I^Wgz&KC6- zoX6`lfCuYXOeqL_g2GuF2qtHH((2hL2?d?DECPLh;ge`Z#=h%V+_kL(!N27E@4Sb-pzT$9)M2KI8c5^k8aXK z#A2e3QR^bBl@Co8?v>hnTtT1Og7XVrlV0a?8YS|1E4B4LH=gvus zPh#;TguXE}oVeOD|GGt94yCdM`+C%;C(h61d2olh5+9tZ_hd@9kh-5Yo0~k$w)5F=E9lXddBvuB|6TwlJnghliICyE#jasaw{}uEhhep?on+4 zimt}0io}n@A}om4Wm(UK^orHen2V$>NtrFtEKi$A*T=UZP73DNi~X2A?lG>zNxaV; z{#DXI78Wkf!>oZ|mQ?niP8)c@9y}l2IxWQ-*EsH1qlGp?!ca~P!a`Y|GxJO z$esD}y!Sy48#o5uz(+h9xwF4K@0A0P9!CN|n%{0OAOajmLqkVHJ&ul!e&WP&3{0F; zm?uwS5}rMWg+oe2PDV;ZLP9}(nU;d`5)}yv9oNN6%q*b9k(`!?pPQBMG8;SVUL{Ci zR8Y*5m;|Rz5wM;oIS(40|C@hyO9AZT$7GMaL_wkikg<_au#t8v0Z{UWgbI$t-e4U3 zK|)43hKh!M`~=2Hut3%s02v7d1^E~XD(W#1T%-r!d*B#0>e=%w!f5B@bkHd+a9Caa zqmENuO)JBdZ=I)RyM6!R2@E`Z0zx913$%0>>Df6rxwv_*h+GpD6TdDYsi3H&tfH!> zu6sxCuD*exk)@Tjjjf%%gWDtb#~x2Sy`BfW2n-5-84?;D6B`$wkoe|pdPZhec1~_y zetAV@Rdr46`?|LFj?OOlhwh%?k3N|1JtZmRmyI}lt{qZqKO4KfkSFN|b zKYZI$iseFz%5x|CuDG=MOy!_iWr;Y95B!Q=Kw}}I3^p0OST(Fg(JxGVMl0qL)|g5m z*Mjr(6w3sJ_MI_<=jk)kJ%Z|!0(c1LUeS5efEpst%T#J=X-(HtWk##r&l%h^#`}DB z_M&(bIyVl|G~E;>LkyZS;W66;mGkp(6;s_Z8&;mah3dqbj*6`#Q^ovsx|F%2k&;e}c54{vO|-w6hqI9YdnZ093+S2_l<=VV5I>#sg|!inEJ z#*VY=j?c9mIvPe_dmN<3&*TJ5?W%q^7H+=oQjoNHb0YJBJxts8S}4tPPE2ps<8u({ zg?8b`;}!ms_aZeC?=-(e=f-V!V(ijTnU_v}&Z&-z9k7gplrSndgK&* zLoH|}rQ3t^Zl?y9+WqQ^Saat*h_qK}A6}~bAidy8&Yzp=+pN}ZeIlG#>cd@sfyJ0R zUcf?0&pE+c>CJsh%0((=c3_K4;x#hq35%)Zqp6-35{AY?k6oIVC`#)VN`XEqKA+R& zL~M+4JznDuHf}Q?1^}%}DVcZEGTWJ`8B--kS=$B53-VT$ZVJ+y*GM}MLr;sxUmZ@3 ze};95?4EHPLL-LLf9R>|M@_;P*Tp+z(VJG)uWgK1NloDf`qSj=aJF|^Ha;K_Ah5e- zD5!JA>{Gyl;+7mPylk3!!4o>WfwNusslC#s*_e#knFZ*z~Kli~Hk+}4wxnr(-Y#mM7Myl1KR3> zCNH-Jb8H-yXYN27-tPh?21wmq4;Vi;fdw|YQgDz03)Gf#V)kk@Y84_>`{{S?tNj`? zC3?MR+XWfQY+&o{&`)=Efou-gzf;SvTc0fHwKmV*4mKfPoozPiPxf065uEV>c=sR@ zvyPB*=#2g$v_JEXx%itAQSzP=2-*cwxOVQ!Z0f2n|KX9?hvDrmVA@&SyQ=lhytjZq z$tGQJe>B*EX|R=LeQ=Dojg`HCy8Z(^4P+TaVkZCeyYfx5l-0rX88_$t?j%AGNuVJ$ zE3}sg{_j-s>&92KXYzA;o$IqtZQAN*nRSV8HAJjdyO91tnmB?@0_|@Gj0Xs0A@u%5}?+S2%#w`$CFp>6s# z4}mj~Q+N3lD%WNlEePvQZF)>W%0vN$;!HL}1$7}@E-^WNRQtJ#L64pi_d@XpiQ0W4 z)NHdoXFhtv6Xb+&=S+q>E{$d73bjhcsbcpOn(YEZt9kL0tbKM0%AEeSRbK4wLR(3_ zbdgvj^SeOV<~qld6+xUyM#oFnSY7s8!!g8^A~C|nxrOvW;dA6^wi<1$X(v6CF5KEkTiogM4(!v_juQe~Det$Y@}s?g zZ#iPBZ(a%6E>P=}4236w3l^Y_1g-Un*#+Qlq4b}pULWC$`&-@GT_7Z2=R;S~Aqzx- zc+o{7e|KSi;WWkvlOXFe5bZ^GU)Lnp*({C4myxB^MNwqB1UZgVE1y&{_>hiDbBZcA13{zk6|H5=4 zPdWTxd&l~PPjkQym6f%YBXTf(s9n z)VM;TjfmQO@CN5-E_#tYr(3*K$`nh*!|q#m1UmJrLhGm0JA8>*qIz6xaX&*(ZwXvt z2L%lcxuM$m7F!%sNjizzNqqWF%9Q=sA5?q9b@g!zbuqk9)uO!?H45^kY4q-Z=c@DW z2lLt(a(FgJf{EhDBK^@zbKDR5QLIaFs&f|zw6bnQtnFMg)!ix5UYA8ioCKfAcZw9& zRm3&NT}nQRweA8_oq~Z@R)Cx+4sdXS$eKDl1up;K;P-uhLCFd#j@;1;l(_6mb&S>j zB~WNzPArG*sW0#MVy`EM*Z+@tbPtN{B)rN%{_g57P!up{xy8|Kgzx`BwchePKpD{N zFwbZ#_e!IS`V~zM=NU&8GYmhz_3+x^8kLV8^!>q3=c5HOQp7Lg zdho4#qV@y>2dEA5O&f<3mREmrNQ4KDBj0KGO}oNCpZq>*<4MX*5At8N!?Uyp>gu*vNL#i)Qo6>fu_NcE}!YxZ+T z2ID76#D?cCGbBVJf4^jZE3rg5auypudQ$sxy!z)z^+i9%#@q$eSKeklj*QIF_Y>ulw&hCa?7W(&M1T?*2QpWzJBLTy zpF7$f(K{~rc^A_JSL|Tvm~HCinlt!DVnh5OxC`s`S&z_X32|D`2Fpu4dQ6;2{Ny`k zbo28H$nH+4*rMePKHb4_D{oV`3l@E%aYYg*Rs;pkF%7|%4L{TN!V0f`E9nKI`Rw~4 zLtCu;O20anE83`2g1zB*X@#_`>{6e|SJSjm?GwtttTHI4YG&WNuB*hgphs*$7O2BX z=S}=hnm!*|7xImvO0nDpP81>~WIyCERqwt$YgT+uPpglpc^gbVbR*+Y#EZI94t@`1 zX&+|Zi`mgqSeHc)*wUGQkmE6uwLs>H(JPJPg8Sr_!>1yt($MkMwMWyb-8m9tuIG0F zV_d(5`!oTia1D?CV}5n%&M0+l2*Nce<_GdXz(RmZgA>sT6l1?+=CTjF0*8qh4?Xof zcCRX)H)2?pO*7}o4mOjg)6Jf+#@;GI0y2eLE6JwjL$RR`yo1&8QtVd~tB1&LW+F{1 zUom|g{z$c_3OR>bEVoeuMuZR@P1-EFI$GgSA5@Ut+*A|b%L1tvLbVL%-v#`MRd)fH z%8pW8icy02JL4#0jwZpe*9<`%p9B~YzVIEq4pZnbNoUm3Exjdb4~#-&*#m z`L^Rf{N-QOt;2==m!ax{uKMrvEEP9$Z4{dJHUd_E=K%Z`7_|F)&#bACoi@Q2dNkx$U{Nr050wCvce{4L`Go0_kR(nulvVb~(dJFon5;oa?L^x3>5Dl`jldEe%;r>BQMNnP$Q+E5{mPw*2UYUFVDaWlfx^Sp81 z1mii@DZ88z@h7Hpe8TA6m!fXnxPc}}5pmlKpZ8?a= zM|ZRWz{9WWgy!7QU2oV{B)(uanUa4 ze(MVqDwLhGf}rC516kk!8G<^O8(5Oe{1*)(kCiURptJ>f{qT$THCu|H#Yy}x8lA3x zRs3j$wWT0@e&oy5S?~B6Xb)@$fN!7@Lyu#``Oz1F0e*-?a0~A9i-`K&??L%>99WqJ zhpG0=D^kF56FkuU|4S$jyPf zQEi?bSr^DnjTp}H$c{0xOrU*q%sH$4^A*jWfiw~dJk*Tyt1zdu4BzS|27^*iD&(M= z_g1l!E*x_Dbe4*`C`fI4fWqijD*qJ?{F-Ebqzn3^qRD?$Twiqqhcx#0>)aT$2Wk?! zr7SNZ$w_R$9~$>0_k4m;R|cV`5v-=xjBt7Kb)$uVrVsRsAIWwC{fC%NhpEVGgs7}x zlZ+TSXbJlyyF&j=;|6CJ{J8%ep(kAMBS^k9)i7J89sJ-x`e>*E+P)bPiMcI^lH z%GP4r4dOznLYjD~NKTzr-IOqEII3{UnsQnGI-L$xa6ct* z`-gq~d0Ua6(O~^aTamX!)p2-%@%7eJNLe>q977E`ryuo5PJeVhkMLGg+kV);3p}7$ zf9I$Yfl#>?pwUGo9b27X8PKQ1D7N~*T*Y4E(qi!$sN|{)n!$+}L%N2N;umJO9sG<| zV!QBsf~FUS!Y`MwA>>+mHEN7aNw6^~F)@O?7;5`gZCC{lOg#UE-127z;Exj8KNbN8 z&KrN30ohU3@r#MVRUtxthFSrTq6Q%k9-?nI=zl7k)2i`t63XX%{@G`9LaYT{E_`LQ zN6&j>Ak`l;<9fH{wsBjToYY!+H`!f*3~2u2>B${3JIk3IXb=90&BW&V2=$c~fB;uY zqWyN;^5+y?S2 zxU1;bP#vCRj1D0GF;s+K3|`@fCNEz)ab#0*v;^>@O~rq|LyGvea@{@e`4Wyl4N!oG zIEgJVZB;Nv^w$c;8H)uZap34e(&NxCSQOKC#lbo3so%4>WdX}DQH0}gnvUM;MEhDB zRlK6IhAP^0Gqa{u6!#NZ zBDkCS3xWTYQuep#?t2>hX0IlM{_QE*y6M}k+82%Q_u63gA8N1vlZxK|#GdNVAo_dg zf2a%pQHS2^UB7KeGOTzfK!{+6wrjN2D&zvACxH%nk=;G~D+4M0aUr|FrLJZlr>h%H zZ)?4sp7^$)i_B@sR79LI(VpRb@p0b8udB#GPSuESu|J$cjZew!`m}FNh599j%K;=9 zxzAiQH@g~fR01#Z@Mgfh6;t<0f>yES-xyN5;Qt5JvIlaJ z&I6YB-#5Me`#O|*a)jIyH85cn48OE0ymV_dHAAD5vW>ml?9Q#@=mz|ac8uHo)j3J* z9^keM$3Z{K_Ew^0eYggd8>#klKL7sULWXFmRHKFXHeH3h_scNbtZd)59&Sp4YXrEi zL;XnXS~Mq_=3Lm z^`^278ANE2FCB{6TBQT$E81YkHyT1a&$)3q9;YQ3xp8v6>(kw_&o-`bIyc{=P10SQ zGa^+VFwXh8QzLDolL^N_1yre8zmk@bDhSK0euge)R@{NKY>N9Ta?&%!ASm=9_9mj@ z8SmZ9L?F3-?#u*{@pMs#=}d2%c-0-mE>KxNY<{v2GJf_Q1ODcRk;33IK`ecQ>#_Vn zPo~S9bswV{Y_=R_(eqV})$hL91<1Hs_Pb-W?KD0zcS_soVn>Sg1G2^8%q0peVlHj- zIL8tXjz@4SVrk*y4XuxF@tzYR$`Y6Bvg$vNGKv4L_aZl%arfsu-cmE!sKMwQ}yEF*t zrchIxx@x!nM?=MtqUu84Rae)T%(SAK+VsRmz#-z{kOmZOf-VwM;{ud^On|c|4(|Hu zUUSf<$C#G(!*LBiw27OsB)#Cvk2{?GG%(j!7AOr5ViqG$IAdxR!Cj*VEXUpnud77E z!<+~*9ko%!b9EbTRV>0pBeBkHN117URt|C*B6NjG%#-G8*wIQT67-uq+O~k0ZeH!> zZb_bXsXd1T2^ivilsA9#d984-iOaTy5CJ*CjQmt-yE)P;V{M=$N;l=Z?_Dt zhW31e00BaR@hxmFl(j8FxrSpLLb5RHr#C7!V_u2f%(vNnTZ!;ETa{HfH=-U?nw&ux zjg)tt3=9&bz(c`7f^VG!_wEFstC02tBtl!ji3$-M^SS2^5pJcztB`SwIB^nqi)2{` z^Jh^&rKlvUJ*8nSAeQBH@;Gv?IguT_BG~zKCxx48=5sa1ZY5?Z?EA(<005-bvs_g@Kcm+Jo5b^YPx`%7tlF>Im#gXL>q2`PxG)zLnKWWGrTQ?h$4QB znjcm8UC;measLV6ehxJ?xCviq76b!;8g@gQE1_Y()UFr2wOO++_j^Uef4|5dt>x~6 z>?0J`ut#B_a*+Ngg#jRm{jm3cW7q!FFd>DkPMOclaWzSYE3<_&$ZX!M-*Kkenqr&g z9PHgudH#wodGz;j^WTMTpTwYFX8)%HmewO!m%anCw4wu+Rs|USFOt=78U*zX%x!z;#_2%wFW^@HF;NhCqyNt}|Hn}31 z`h-&uLfB;6ltX4f8jVCbmeIgMSC+Y@gGq9Xk{8=!`YWM+rN!i03d(0SnPy{%U8qtV zJ~$Y;b16H93tWh)R8)*ggCow}OmDMVu;gof>M7>1h-#yKzy+_f7f=9rtwYcZsYC9d z^ht4Fj}`~&(QstH4#!uv`5iM+LUaA`*!^V#^A!VV`n@S7Ifa8foc5|sb}520yiDr| zzoq2nJr2MAg~R_YO8@$9{X4W{z0WUpfiDarw0&ov5gLGuuzqi;UHh`q*5Du&Ca1c- z7?YuBYomWlr$ivjjLP^cG3K{BV%%CM@%eWP+U|EVI6W|7>ptLut9y588uKuQo9$vuXlTCb<#lU)kZce3WVib-0tF7nm)bN1M-__Haf z8uXY2vFPfZDu#}Sj<{S@Q}a7zCr#llYhVxxb!uy@d9 zc<+S0fC2TGmx{J~-ZXUS=G7}O^O~#&=xV_OWUVV)gN_LreO$?&p}@R3zFpATNOqiY ztih`7$plX%TfK?7Wtde9I~}{A7NX4(+4QR))>;~ti=h@ zT=;^A5bG`IZybFbWWRDfmVvLvd;|B@RgTVTAWgz1ZXw2{L*&P zGo4L&Z!>*@pDUO9$r#O+4X=+iGy0eLRNfbV&YNzEB@qGXls|J4x!b=e=|g7G6;dW8 z-yU3m8X&invtz5U_#A3fkhpox?UIb#jQSS?pw|$p9;rYRud?Co7xv-PphXIU_spR< z=omn^!lsNJW8O`*@qv#mY7n!H#e^en1_ z^R3u(yMP~C&UO#5R>x4o-rR$JHP;%<6F5w;hQR{yh_P$G3dfd?+qxh&L1>Zhas`8K z>bGNF>@gDDCcCemRiHQ3;5S}Z0Mma=YW~H*HY@2*J8b<(Nc}4(w4V^;|Je?S^Sw7e zSx*H#VU?DE7%rTw;uUUZBoA0S(7gyK?&)4m-@U)Xwm>}P5J1VY$)}I8CmAQNXg+C1 zrBHAay$`gs0^Nfu(v3qygA_iVuRqtasgkDws*TN_RYp=`B0(P0zm3DvMQJXVv(}$^ zd$#MS8yZAzifH-ob9_U0MO2KSds+9JO?(iJwhs! zy(80Pt5U3Ph=-?8&!3enSI>ZFt5kN|Xa=x13!A5{;JnV2xy1DV!2!k^!SE~Jfefbm zrM7C#;2@3V`;|su4n%!uuk6o0!|R?f7$jh37JPFsHYm^_lzhf{djx&hyGL|L*&WUIo9FkbSF5`bU2RhH3ih zv3O___2)bnm88XXNUzjMg}g)+j!0pDWpmY(#zxn!q*Cs)gRaY9$uk|HN&cy7#-V&T zhioK%(4K`(GQvX**3C$6XRhalZx_gy-Vo9FN;B^66abZZI;=LECYx+L4m$ZzT z+)2qj*sohjvvOmLzZ3&?MO8Q|0eiZl58jGO&%W!tyxfmmQh$OQ9GzG~znWIKO^EhN zxAFn9SF%V_iRV$QF67fMLj9K51<>8hoQ++u#)L?*Dzx#8Ak3|II+&t-DX4p*(Ad-= zTnmZ<*z?Odi??d;r=j#0D65nk#5^rsEmkFGeP}V|wbbkv>efGLLxgGC;I7G31Xw)Z zy0*}i#uwaW(MKTs9vdZ7TWJAKQF3}wE;NF{o87|Wlqw%HO=?Um??14Q0JQep?UIG3w=4HSVG zbkatx)ElDu%C?_vbQ0;Ab7aAt3`*qBITilQ{^oaWl2Xw}X5B6q484)3>6<@Chf<7c z+W{91BqSAKz&zvFg5DHyYKO7gPWxJbRM+`e4W7kXF_Fv3#=Hd)p4zyKuxL-8!n0_E zq-Tg$wTy@69$UYv&a)dp(|t|}plIw6&MW&3U-z1r2gcpble0vg`rOJmqzJ)ALvJfK z$%P`WJ9A&Vz3v`Y+Qc7P?4R$VrT!ktMwoJ@uSnD)oCFMAh%m1_H^sTsCvC~hTiEX3 z>;TLfd>3`<&=K?S{!i?rFVXS-m?7j3H1`Y)+Fd%WR^6AWZxIs+Ifk}|TV=a`@_!hO z`P{f-OK*gSqe#M^U^|@69VKcl^)(~9va|SQhBJv3jUo8KDpx+eZR3PUXpE7C%s^^} znonQwj8Dq<%e>B7xkA?2;KV^SSPBsL zgei5KBmzf<+Js~JA5GwlBfG$3B62VPf$P`sX(L#fk!S}BZIuwlqvpqJ+YHt+Bmf>o zS5NLptoTG&5Cy_#bo;nTUS^2bT9`EGE#$s1vR$nG!8BuMq7it&ueRZv6F+esvav`2 z5U%&)E?wINunVE7K0#dp7tQ7`CgrPC2ofRkMT6CfLMUi2Wu!IHp|s8lu&QbzLYu|g zC=Gkm9`e1c8(IU?w^rJT3_tc5RuuQe=C2)Zc!n&zy65=*gD7BMzx&66;vhcbw*Cqho@H)i;|cc#^VQdD}c9A1x`B?`!8w=Peyp2~W`g1uc;1^FFLzCZZigjWE=AO0h|`FG6P#cp}2 zJpt}ZM4pDqmpqm3jLi#iQFIejUl=@N%r@1NR3|}ylS8QyMmKeqxqn@SHo?id zg+t2-elt5OAIpNyN9~2~1s8sGFJJqhffE;;W`qO0%37TaV~z8@v+)8@EY8q83l{~f z6n}77KO*b>M^y8p1M2UIYH-UDYgG&hJ+FxM8x}EH&?8fJfwNOB-~qI*fv=7E=^TWV zJxBf1Th+0#5CmCB>J}M!*i!u+dqkfM<*G%0z~?L1dS;WKc|W_URg^Sf)hIy9y0@`L zm2>l5sk0Lo);ha_?EzNO7+ziA;0+25>+0`7u&}0MYzx4JFSn^>Z)_rD)c zEzkT385J4fd`jaGci@X;{q1B6Eopnf8Q{5~>(Js-RVgjm%SbH2dGd;ah$q44j6-KC zqtPr~u&BX(gT7HQX~sOfY8$V*-u4Bp$kGGjUT5t0nBnMIix#CwX;WT{e#E=LdyCeR zseI^XMWp4Y(Y5X*$g#KFw7JyA%Lj?WD0!6^O>{qmZrm(3T)<3v<7Dw}lc)cqCY_T_ zg)Dko$DZ)fX9Rji17R+b+d)fVBCkj`-j;1#RboKAE|_M@j`-lSglsY3!o1wgXTLyi z2uo&qC6j@9Rmbb2V)o931@j8OGriq*kD*!JH%bX#29*kYDl#r5a#Dvr%&hde8tkf; z);E&JE6;zI`uc6LnkHNDWSm2v6IQlW&%#wUCYQO2>U89X8=_RUSEAY&AFE za(s&jnHf0A`)~js2vv;9>_B2SbQOJ{y-0rV~&@`Y(IlBf&m5i@>gWU8GrrsNUp z)}U2CnRp7oh!aAVdB>pz`A|xk&TkBwje;)5pg2YTjzg>el+a1h3*sq+WSKzbZ+$^{ z;G3K5?T5I&@9eu*Wvhh$l-Rdz{OXHu8>QNJZ2nKT`acS)(wsSETGsQCyGUp5bc_WG zQ@emt2`Nx2flK_pDa>dW$QN09<`CNBj<4*LSb?o2=fTD^hcmTg+!Mn&`teOUT`GKd z&HWgQkK~Mi%_eBeod-if=wvyrGdZEsJ}TdXp3-?Ji> za5Q?XeGu)0>I+8HyUDV~!V`ZJ_g|?a>%i_g#l%m2j}3x8?t6|L2lVwT+<*TC+QEV` z^-H_|g5rMMDtHKdbkOWKJJ>zxndJb-{Gwezg^Dt@^L!KwsOR+hY!Hd{vJijt)!gGN zFE%b`n4ix&?Pv*}Oan&*@eO-mmD@}jF7L9uMDO-@+=90{Uzo@997(J#&QW@{3)Cyh z6)eHH^R~m;V=i*81xzoR8hkoepma+&7F4V*VGx9y295cJ|u{c!2g zi#{GkxS-?|JGm=_tZf!=WOyvsny32$M(FaU#`Q}nT_+8KxLa<~dm{;*YXu!*RotDN zulnflY(5kvgjs{JGwO%mI0+A}a!%xH*euyi3gIAiAw=B}B9b~Sz30IL1)`C@28;nk zURa3*Mp(k#5^ldU|IxuL!J0IsF>-OW;lq#$?*g>ynO(G$%qfHPr@{6j_)k7M+;-t5 zf5^fPLDMSTYP;jCG-2Inr*cyU(~h-=NAdAvpv`p>odf-GAv6vVqnP_H-B&3HbM`X# zhzsA;s=JsLYtwB3VLIGN$ccM97_D{t+(mP(YVOqg5hk?SXQ>m6&7r{LJ%(_E^yoIf z6;hlLT*A=OcoB)gbVwFmYT>?;9~c&@gtxt*;J+9DXRxg4^TJ?ULlYY|*pb=#b`C6y3 zoDiYlhlCyIWx=_(%{z@?bRwCayI^#pu-?4X(DW}FPIjQ=u!vxq%+^jHbWkY;G}_$- zZbz(d<${r^5_hTumo_ax4@%`M9HfA~E-Zpwh}pye<4(=gY_F(y$o_u&-&SrZ*qyLx z{C@Ms;N(()El1QLRI!Ia>Hps5zkw}Da1)H1X=*QM_-Y$sYxXJstCJZxzJK2UeA9!Y zquT&lZAQ$%XlK}r?FG>qaF~+guRy?Ww*R&Ag0O_YX;J^%wZCW-=+RGx*ePqeR#c&h1ft^H2e2m42$E0*HzkJFwnUMO|f zAbRDs$gnar1{&H+WHlmF(M8+LIA-K@v>Nl$XJ+KIG_{OF-`LQM1s2Oqgn}N-2s8e3 zH&v|34W8+FPVy&pnQ==hYoFt@it|pfosTx0aN7bOqV!xLKR_!?lB86jGZDBoF?0Qd?HER3wXcBE7tdTh1}t!PBEfG zq1~@x4CEE!UkN%ZF%mOkpH~Hgyy`1XyTDX7hjlAO96`Jm$AK$>0n%ZKzq9qDb^rdD z{Kdc@ZT^>mRfet_?({4=w}Ub7X8Rkhevv+252*K4pvm^Wv%GT{U~cSRN(xhx}9R@L@ssPK#A)K_wg{FaS`+HFa=3cpb6UsNL$! z+iSGZA0D2a8b2aOK;v+?01KfcfDf)vprgT@ze4vG`}~;CG?%Pebp1JWd7OKqfDQYe zAO$Y!f1qG$PmILkgA1ItGgmJ(j``HfOAEk8laztnsVe1zrp$T~zPdYo?-lgb&B?n=F@prDqvaTvt(;mf-x9N;Z~%mOr1?yJ>ZIvofvY5x zz8(YlSmcOz{gPHw;+00uHt27blOs^=^j5-z?*__rkMdA23v^BnzoBOawXWVu`s&Wr zA#F|q^YNt|yt(Uw7S}baeDj-+82K4N3MGT(|T$d20mrP2{ym ztXPBJ5zl|8Xe~LCq~@Q@LT^M*FfCwQE1$y^~84y)EG*k*`ItQz4@PR4Z7z;9w$@nwp5djsU z4WE6^`IA%*AD`$dvgebDs*MUz%(~_1i3&hAPrQpnVj+91^QK+QHcUVOUX+x&_VWN5(eae)qlM%{SctpMVC3!S;oSR>G1eTMRaw zg4vh}$m#eSHS+Vkn)=5>K;wbe@F$?HS=&^o8)#s8g@le2tH^5j-E4B9ucq>OIlmC_ zm+&jAiEU|j`#y-S!ldVEAAw36jow%^TSCy(Ow}1_-ZKm?U+8ySV8kCjP$UaP0?g<} z6ICN;A$8$3oLHxOS39}zyy#%;%jE}Jv%i2z?GXkCHAsLO*-PLR|&s9gX+PLK=4NyLva6V?2tv^W9pON!MSAn)nkf=IJLDpSp zngre!VV1QEgioxuu1;yM&qjm+PQ9SPrbZ3<@>!3aO^$@&!AH(4?S-NV1DccA>}MKM zCrK7j!30CSDbVqJXR9Q8lLp+oS7n4lf$&4^;&0uLDq#P~S91`lqUP?25z2;p(In4} zZx`0rgi~=kxCt8!)wWLG$C7Ldyr>vV&zhvn9@9wa=jWtue!*0rwbuP6iCagPwi_SQ zg)FBG$yg1s`x2xNl9+^B%{aC}W-l2KY;Lrs#c;z-BF(o46`=d*`>BY2g~}sgdN}Ws zY}_Sj8DsvZob%$Q$RcOmMG5wm{}R(*cU~a3`kxAxL(Z#dI6#wuh<~m**@zo6X#ezN zt(by9;Dk0Fd%wQwd{v=3W*bfEYZilMCD;{25ntMtR!b|jp1kKXtRly*u%$v}p};ZX&^93Z55Iw~wWesFvJM>=dBhK)mgOR$Jl#DE#`secoM}! zMYRd+Qc2G?Mti#ES-7AZEqsnCfLlw)FtMk+UyjQSU()KRPcx(m%q6ve1P=|K@*$U1 zxZ=iERS@1e<@iz(I-u`2H%bq+CdG0uz0p_DtZi6_9 zwWkboKbNvr+W3@l9>F_Gs3URq6Mr(RfUXd^1hiZ!au;Y(hwtoQ2oBS?KtD4Y?*dR% zCs6N$pqf;AGeU&4g{YXwz1Lt8o?DFL^6_}H=Nc^b41FCNWX#MEvkN>g1JyUV5luzAz|CFYnQ6)9!@?4fMo+Jpp9P)JZ*(PpbT^#|6!GAj zH}06BG+?CkEM81RbD=%7*7&{qKPeRfldtx#iI-tq@D=K1EaR2%Xb|V>8ic$We-lsho=SASHJSz*t4+uUV`+;>RX0Nm;kf!M#@&2oyv7C+3HGsgZJcdkom!?&5Y!lI7E19 zx90VG33ppJTF_yw(&B2^S_G``YN?8@xM0v1&3wG_;B}75X*{|Y8RsS-T+js%jgBlr z)2)lKuX0Ck$Mvw5?kFP7yioDAgN~vu8naACU59nRWYt9x6wwl?{V06k*vM&(A1$Ev!oTF_Z$I+XszRNb<0 z&h|pR_@__BdMW1@a%7EvknZaLYKF?hPocbap=zr1bnh>?oE;hAHBkTZq0qKEoH;-_ zEQL`sCH?hTL9e(4n0IVPyfFh8gINNm_yTk#iMJer6QNn4MlGK`dB4FCp5zflB)6I+ zLwoK?prIrEwSiOfFY+6E`ffhbIN!`a)x($)o$0FMel^+~pywqfVBb{CaYc^yzIUZF zbfoe&siAgM@8gPUZ_^HNLo|Nn>VGbB_@1@+U*dN1J@TuKg zufsH8ClH$vyfV#w1DQyJTa5GD*-wXhX?;1)YKo<2=!T2lhmx_=y%NdkoN1xyllOal z`W{1DA&np6TIT=9-dBJ{xil$Dbig6l1oT8iz3n>AfOM-5lP-g+#EVk_%dDWF&lV0lx(Z}n1OU-k7&qXNI;e*~FkwSOLCe`I&g&LklwcMc#_F}KtJ?}HH25Cd4P|C-Sdc#`t ztIw>RQYbgEIRSL+5+oUw?ESb9;qES#94+x-E&HJyk9KiMWeoQzT<^is~4-NVV&N*ls?9}$Mj%=l7^!Y)tv{uxt@4HD~p)7T~oOTw2{3P1*m#4qePgr2 znzs?;JpMyI!XVBhWYq>Cww1`(GQ4xI$!#mo=a^1^YaK}70*w2enkBy#-~+NWu?^rL zeu%}-aSQ3Aih3;YUX0Epe@gq*^;M=24Y$tzt_U$i0)KA;>+gX%w_T%9bP_&S948qWx&jP6KI%U%S7ft}I z`Mjt8^cRGI13=IfANY+=Y&zw};1U0Cy9_>Emk4ms3|a3B(*S0DV$>q&YifnP@RytF zo!%4*APD|Px%HJF03SZ_;7>TT^0_Sh6MrWD>{UFy$ z+tY>Dv>ka(1Xo5Kj)W%Uie%j#(6iXyu4wFA$7L)z1=v_dw`TFpb(4vf;`B-W1*+f_zMbZ8baj5TOQm5Y;TaE=53npB& z7%Lo@Y1toJUIZGu%&GPtPm1%_?811e3D3PO8(v zXLJJ`_&uq|>c`sX_mCD)vh+MC2e-2KjA40sR(HdLE}5g9da4U`7_~XgSuP2O;~ymK ze7vRrPgNf_BYWHcyY(#Yd^H=*LMeXt@Cu*xOOAST_X`_z<0_WncdCmx%$2o7@OdN@ zJ*%Kymqb4i<>eD-4}jng)<1g{Yp&eRT(q#79M)q^imh97kZrsl@tBC4Gd{ zp~!{7P4Y!(=ZDR`LH^uBBDh!bbX>e1vsmBSvr6p`a}qAO=U}Lf=M=J`Z$XO!14&r6 z$jE1+D+k{m6TwPCN$+e%FXiTY1}mt z#f#E{**@^*klP>kJ$Wn=iN7&*TIN|IU~fkn|T*y8_FyGZ{4lKMv>yRZ9x@bw%3eD!aT zG73mPlm#UG;M@Jh=>A_^qTH`u;J>`C{Kbj;GBo~-?oV@Fm8k*57YibOc+KPnawgZj z7Z1FIXKCMkv-<;yJ}F|9bn8fPZ*dLNmW0C389MPuq*1!93@VHHSW#~vb8b5Sj{LCF z2RV#eWrN#SeAz{LorI#+_^t+7y&6ivraFuDJil+?j$g9&VtJN!T{1Q0v;Ej*@P#{9 z`kl1NiF6oVbhyhE%%Q<7_)6;T&wrGE@Zja4pJP)04*10nR^^Lh_O;i> z&$@Q$6p!YYl1d`Km(3A%~XOLW$`$ z9e^DFCLgCh|Z(%C8gO|N5o}zeLbC z=!1U*i*S1E{{%Eb;QTzJ28sC#Y9PQFQny3SlzG7lNF@g5(0ZCP!eqtuf}shs5;sgy zb5-DBA#;8A!2DOQSzpA!ng&*;)Oa3OvN}S?!k*@U4m-hp^;5}m?lS3-{*5vzRZ+N@ zsP((CM~f=TbCH`Z;E^q6l);;Y8U~^@lpM}n+>t3-i#yk320wrJ|gMs)e8_gcW6%&8juXB@CYu_16(}s${?P|Gy~-tR9XP!0bRO;YvpAzo+1s6|55<&K~=4KHOAm zVAVleB6jL6)%~*BL4Sl_10l(AlCkBZ#Xvy@K_jiI!S$e)_R+AGhviUImzz#05f;}D zN&C@`9hZAkFEF_-l+CJSD-#MyS{*o!D&kRY>1(V z|4UT~5P4?*f*O>ephA%05{(46D9{Y<>eSaM9Ps%IYnT5FYvDhAG4)pn`q_E?v+bXt zP#3<3LZ$d&;yTFt{jByg9Nd4>?DH2qVjY{HN^_KOJZ-Jl?h$Ow7Ud3eN;>%*nM#~9 z9n=ef0@_wDwb`>#-_Xn{j#OIj?Cv1UC);8m)7jo}(}#U+@;$2R6f{te63*2; zJQ<$!42ElnbhW|_78WdoRRTLytETC`tZknBV}izJV2pJ4y5kBgJe$pElNV|RTX<~cK&q-D(i^_XyQ23rUH<$IIR z{o{!73);gp1#n*_ZeRj>cU{;i#)_Wvfv9OiBKk2Y02&Y~VtjR+sPrElbgA@_K* z*OY`E?&&}#I3ZS)dz+_4!(esfo?t8)Q0wuC@aCND3CLprvJ-whvRT~$)VErVb~wDD zh>8qDWWa&cKcMdS7k;4os0gyqI&-|2tAizTU63A`@f$^wJKaDHDu39)eDQrj`nOw2 z7oe-jK=&wh%H0miQORSEJmK}&{iNV~Expil=wo z6j0PZF@_OfOxP!eI0Fo^m~>Noup~mP|CKSqUzpF8{a{G~H5Fuh`W81%-=f(m2NpiP zy*$)ZB8sO-QGa?bRIVQ=)cVBtHGuE8u|A^%S>&rIwTmbM!PK^Ij2&=Foskt}XEzO0 z^|+s6uUSnGUoCl&Yh|dWc>=2BJyTgSy?g@FscMUfl@y>~z#sFgEj#G#CL;>AG+3)w zvp@tj@r=yo1kT^!JEzAkxLgu8l|3eL%c(S`g)SO7V<)ezt_DkJZaht}0WzZ(ey)hS z8|`I?BC5zaD|JG2*@ysNGTP-DbB*~Tm7;EDHBwI@&!M>zJFxOkoK$~)3S-?5z*vX> z#DRD~AwF|kiTK+g0A*p7=BW6aBrV++WTc~nE6yB0dk^@o{|bBm`d8TjF$Wf>I}bP~ zmf@u~09wZv^-6jB8Bb@R7J0qYr=;d`1Zi2db?|2L5GB z^luvyQ=o?zTk_Q8_ojT2B{*dH`WzasQ7Hm~$v|0Z`URq(VWt>8R$rX^& z5dId|C8W)11f+=)cYD-zd&MSysP65v=Q6WcHd?#!d`;v$@((+a{HH{Mw(uh~{UNv~-7j6#zW>9y|gg?+&PmYidNz;D=}KY#ykUOjT{Jm}sFg)`l%CViHxeMO}> zN#u6mpg}KMtr6?MT90>2i9v*H~DRii6(?WRrw`wAIlogOhZ& zIjG(2cNGGme@6cP5=#G@Qd52*IQV(wI8FWi z1%iIA@%q#4pP>r=D|&<|=<41yweIblQk0Os`X~=`NIN^ja?(8gzJD@pq#nc>jwgi0_baImrTa3mVFxZsQGM$XFN)d6h z4iC)3D6p(He8&zbAQF3IcAAtPEJ3Y0_c7Cw^^w43?n1l5&Qzi%vMxD z(NL{7C>P9s!_q1O4V!`fZ6h!fXa_1sEx|#+8mGA{`H-c6SyP+6-VdvsU%iDd7V*DN zQrdqzg1&O5tO>bCLBV!5|Z(9ikn;UPd zjXY~+OWA$D!@$^?D|Bt-g=ZFO*TI=mW&!tPU8CK{0zfox`gJr(j&nezt%`9`Xj)*G zpH43eXk*>L&>bZkPhY#%vbQpeMlr%()9#(QkuiO-duVw%00fivyzW(S1h`qiXolF) z{c%Z&T}i8L?LnVQa})dWE}#u_fHu$|vMA9I5>^&-CeLL?uf3zIa&w@U2=>fXZf!8U zqNmsTq#7F*JksCV#TQiqG?;VS`Ay!N&jg*ye)OsAH=oH-C!oP$=-J?ZJ>=3I_Dt=^ z1xlR->A$H3*)Okwebr5^uc)m+z0;+CrA6YeEQ0+~VePL`bh=jfOaFgEGO{Ww7e7Bf zv%M{u%g1K?CLlhD`!Tmv(&Vu;sss)7sS_-8$ylkF4}!;Dz?_S1>hn-eHE+Eg zL*Fj!s~x*RuG~~!lGe;Yq_Pt{UC6vOCae0CXfoPxqA_^T@;bpl@(sFYVOB_?dWzrho63MG0u1F^!vq2y@@!4Ul zyAhi|BC%1|9Ss+FxIXnbokEM)(0Ge3wypx^ln+kaQjetkpfgylsNH-$tF*69(~+*k zuhXPgxq$b27lB~DT%=l`9?gXqd!nv$vbOqSZ3gDT`=c%s!sA+9adqVaU2lfPYHr~d zv{N6`Ka*vNMci|hf8;?URBTsx8yI@A=U$HfKbkvDpU5v=I08O*(iRP-U{>6vI-q$ z;b8K~u)gJ3GQeE|E*U=?3@Kn!qt7Gme=$+nx$j^gr$rBp=I!rKhxDJN;g2Nd3l7IX z@mJW||7sEbA4<^g#kIW(P7snVJvY9r_Fgz8EHJuWqqkTzj&#VH4QL=f%8BImN$MHd z4;uJ{Vh>myN!^{c!r>w$4yqWK;M@HiJEV)BPv!CguoZaI1IKA-dl;x@3n|Xs!y-gD zw9R3fw7+{{wTWVeY#n&dE~Pss{PjJ9Cz3bie;=6qt`k)f@>~548nYA7_HtrtIp4yM zO~gNC(V-9Sm_v-XihSn6Wd=#pTo`ZnZg*Xa?4;29c%!Am+40N7E;~fJQH!ZlCMOC6}5Vd@xbbkH06~yo8|Mv>`26@MT{Pb)muvDU947b{t#3ZIk0$9A9mP8 z6WN1Nu2elonBnSLB__p8BJ)G6)+z#TUK>ipa}VYz_n;5cYUd13K<;Gf5eS;8)#e7Y zD+7m;uC^uWS8%jTXGVa9eKYMCKK#_A8z^_dJszmmK#Qv$RS;?Jlf*oFa;%5C_-H-e)`dC&F2>{+WR2X8fuWX8he5o-R+NF5nkT4 zEibcqymSP>V`#g2S@{mzkH+q^cnk1P$p>y@@;5jqTD9p6Od?y@WDPka_Xxx==VE-a}R)1 zNk5(H&8PJ@UVUcw%M8#DxamT@{^+>PPGedZBk|@rbAVpYDVu#vApc{cTZEh$zXMVS zIo$zxn-krVhjilvC!nOU#G|82NIl&;gWvCf{AHH{DE^ zOY!TA$={s_S~B|^F2tDlluk96M|q5whzYTAtr;bV6UZ@bCkM;_?Kl6&j|=`>8>0gG zjzc+Jh&vu!M^*DcU`WeyBR}!F0;=sTdwp0U0uXmKK-?975c038@td;zs2P9LrFvh{ zE$*LyU@s8h1NV;Op`zhABcZ#w!r!aV7o9phRWhLW$3FcZ>eO#q_D2f&uU`CR`2s*O z_+I4;g{OF7gFCx%NBQQ3txX=aBIJ#y8ugos{gFm}llV*DpZP@@|AtH5ztnNn1Iqt{ z74ymcLwoQyknq`*{ON;#@v$w!zB4y}ZVmt(8_0W$Kd}eD8Hhiy2Y>mMe`*o%)BjMl z{&dv&q+4G{p+8p3f9=}hFJ+opfG&Skdo|NTIw6wd@l8kxGq4ZDTyFokw=isd1O+9ur)igxx-~m?mtRZy(TIB~g zSm}B-h{Bu^^H|*%D``yL6$M)WaJ>|Q&1|O{CFp+hvs%A7y&#QfHKTexJgLj*T0Iv$ zrSO|Qgb@Ld=`I|7^Ie68@X@sq1v>y{9LUkau$&PqDo3Weea=nZdrfJfmQVIFs#O8< zcH>Pray{d8BE|~sX=Z22ikXPRbdvUU#L6;P87jml;9k>x69 z+OJ5S`brv=`dH)KM4S5eyWZsCHI84YLgZ#@Es+Su*DXzp=nlI9_+Vp|JjrRkNh9Wq zD2Bm|I3EH*FzDm;qd34-3e}Hsb=29NuMUEqLxfFL$=2(!mBQ7+k=xMj_A*>}u|NmQ zbp<+(g`{2zY+X1IPdj5Z;|Q|zq6VN_(wmuuTlXph)SdVZvKRMZ>%KzxeO#0{V+g3a zZ!!lPTXHakYYWsi34O4Hpgg4P;l|lmntq*oYL|ijuKvwCR}zo*@p}|S$cBJz@6X$p zYG4ll>GO`(-(6IfyalpP{B0YMMl?deSvqfg0`l^8a8N+y{bA32eOSPvKI~0(?NN-? zj{e7^WA$k6wJsg?*J?I9SJHRZcd940pp30!#~mP3NZmQW+c={MnRqFANTqi=_Fsts z=;`hjAzS!v2Vfe%ov2HG390kD?Z50o3c%?^OYjA(LeNLbVW$b>au%C?M8UW!ulFwJn9*9APk9mZ8etgChy=ou5}+b6djKp4~`y3&A9@; zsYy`=G62o>-8%_Gh@86HBC@OpTa3xCym`C6+i~g|{Pz0Ff%Yzc;l*!Q5#n2{2p#>q z$89ACtUF#OAjY;&QZvNJbAa1>;C!HOv#%aCXARKp%~A7TB_}^gB^J=i*C8HGO%ME!@%!CxmR-y0!y=Q|6y|B2>${-CBn2+B|k0!R;d^#mldQ3*_M3bj=J9vk?} zR#%7ccWOHqawLSmr;`to$r2KNvK|2Y;@- zAGv;b0foRgE1hPx?-hb9nm%&Nij=(3Nau{j_CH_DL(yIL2wUa^C#uY$q2&A8kk z#n3IJt>1Nox$kxYY7E0dc)?d$E=1h+J7-kOo3~L`IH`~I4#GUw6n}P8rZFHKDe0ov z#7xcOw0J{z_cwO7<+niUugv)xLyJvH)d*^*-eFOwkc{Xfq3~_frAo zy86}f2L%ZeTZ~Xkbs3{;56Rgjh3k^=LFdy@J(Ku4 zmN{}cr&2F6*lK)ADXuy90~)1vkNloW#kXHtfw~fh^ot97zl+7so(XelfDZhLQVzQf#EattQnG~WQ2EmxZk&;F!owm z6RZs|K03=3NQA7zoICO-SBpf((@dz5$=I!dfU-b}8=L#7%z;hhclY^s9jr#!QqjFsF1<%!Q zI4LGPMOqdjgma|_7QM{Sqz%Bi(clw13bYqyJONR&L#mD#yMdI=&ndFVs1157J(V0p zo?>^OF9PN8mue^k*!LefnV%ai3MpcL5V#^BH>u0m=#0~rVRKdB?!~BS07bEqBhAIW zAy%Bvvs?lrO^WEMw@^Uw8|?~>JZ$U&dV|>X+!ZG`OdmbH>LFi#aR3FLJm$#mQfyO@ zX`U7ac&NVNqEq;Qx4;f0^q3@|HMRIdlJl*zY7>4!3@*+Mk^YyT)iT}(%3JArN~mCx zk8`KdV!0BLiP=KI&DESPMt5L6nk!o3V6gqdx%1e~Ga{5CXV6-fWHl17%VIa{v~(M0 zpWiE0GjxBUHukwpTvD|^mlJ%oyz+@8?k*j^TY-n@)PX$CQd2AJwf~FwBBVMCO7cVI zy9Z7>a_dAW6^WRLz`=$QB@2Q8YVjlFQ1H9zD~H1GD|seMqFaYO-Vcqpa`aTN`ka6^ zXta+hf%tx0#nYmq=&4#pl4vURm@fEA{rj;tn;nc@v!Tq9hgGCH02A=nkL)a9iM|0Z z$!*lE46LL!^-(+&P<4UH$EFA{3o=Ot5^m79;we>vG_U>haQWK1fYeR|q>5%^c^cLd9kyvtjs#c8OLz5x~J6XHi` z)$V+J6E}Vx)7gs(c9b5#Ib-CaA%5r1$cB6X1Z#^G6TzHXP@>Pt%~KG(m4u}UoAA%| zkW0P#(ky~j{{4;lyyY19lACVFVO9rurHO>lEst{{YZ|aU*X-BRSz}pb8dg zF#GGtK+pyhp&yHSgv>>GFsZCPv+Eb`%pI5UU|B&u2?#vVB|+X(_Z}YwZcK#OE{?GJ zB^T%S=0>cUgZ8jZQM?6_YZC-}D{ZW3_dW2MNw|BAiRR18Cjk^mR|m>-qjUFnsboA| z@y9@ zaSrGKh1ZeiqEhQHmsV=!Lx&Ja!czFEuXMU_inys!`63I#^CVlK7kE0CPCyg_T$g;+ zM%EOtm;%xADjF#;dMmYOS(5bI0_uJBX5IRt$5CMY#czBa+{Hk(SJ@&(E>&{CNk!o| zEsNgZw7N-NCJk}4lgbzG;jPPf$F&*La00@rolL|ZS{~uqzhSCmbO*&=Z!<;8F$`lw zTFBns8snJSn^(?shVZe2`Mp4C3e%epsi_A1e1vGt^?0JCwh*SlP3#`sf$#c+@LlYB zT90>IHjRx<+r25kp$Kx4`e|J)P9#;$x5&jH_l`fPYyQ)m=RZ5w0}jM7ue9p#c5Omm zt}Fz}@3ANWX~U2$2GBmmPphqG@&yzxlHMNNtX19vZr@o23fwEDEt$xN^AZBX( zCG$k1rj1j9XOv{!gx!87Gh7NiU6-Lwp10z@S%whI>#;)V* zC!m%PTLb_y5AvCW9{K}UoDP{QokHlRM<@>_da5XXi;BX+LJ~K)f$7?M`XPn&|C*K4f@^SO z>?Zv-KNJ^HG9pZtvtyQrF5#s@Cs+$j&wl5{w={rSmp{%y3<&GvQCv%#V}T^t#8~(Z^9PFuF$g>%2N1?OV(6+p0qx=B z0t!B-S`Dm%wgdyD15?aG801(S45{B!K()%yE*?*`wN60^M}G)@$6S4Oq|H`fFgB#! ziZQx@wbA_wpe$WM9!R+ebo~A;@;mdgE_ZZ^-`$|7?q7yrdgux0PdzR7I6ot#p&RZY~RKQ{d=F!4ynlNOELJ>?Kn6mipyFzW@PC2oxk6EF_ zI|bs6f}M=-yik@{GnU=L0@m=DISLNP59hrF>juV{nGH*W4QLdy1hXuDOHum|at)=l zft*^-w03s@ex?U)I7-q!aHHnoF?+##W@``O9GQ|rrqoiI`$AFckIr0|5X~cOfSj-7 zo#v0U<+QT7#>em8t$nR9tczhdAefE8c0*^ z56WgA^1^B!3h+WQ*j(qaU;BT!dpMS_a(u=-f-8OvN_}b5_%0H82*_RctF^r8=!h9r z6odCh>b>!^gop8*-J^AzGE+37(MIplVGvT68b$bcxd6vh2N13rD=}BDF=|;AA=a9k z>uO~6hiPkG1{&MFbwYlKw4yI=z7t@OUTaSI!S@VSUD*V(%hk5peVLoMDCGvv?={oz zF7%X_gSrNVXHQ!Z>cmzWO(q_O@HHQ-AFd2^rr?361>^?l5{mISjdIMR1=;IKlQ)MN!ND$%TN z`OK<{*>N9THazDJ^v<3vO<+evLB$6Y%|gs*CtC~|BxiJO>RJ6bTr8xEt&~JrQf=d# zc_)Ep2U{cbUp?8DSzSC^H-bdWDCLS72UrtaCM~%IFy{JLe+V? zRDQRz(9m{+fVyn-NPU_o)aba~>c-N*#{D&gyj$+806?<~MlJU-W_M%x)SCW$w7eG( zW^^q2j+?f^*p-sglvqQJEIw&*!^Cfm(X`K0SkNQS>El~a@Wb_z!S2pe6_4EQ&>uaT zoUVXe1d4E{&sX(s9fV;DI8{XRJgJi)9H{CH1ho#@KrJ0G;wtC`R#JisB!g%7)xBNf z8Yi$1M23&*PGlQG|^ zCW@N5<2%UCuC)Y7XUF1cB#SUu7YCM)v98Wb)k{;b7456V1I5NCAd+6qK8H9@Mw$FKaqUkCT?VPJ z+&&5*B>@o|na;lE0<~byKuNe!?DB7>{7iv>EW|Ty(V0-ou_n>ZUj~qufhu4SlMJj> zg`+mQN%yWDaxh5Tv3o++mp}}6ZVZXozd?dOfcgSFJeX3Z z3Lrz@{}2L4T`hkcZ!?u1F=#IlfhOI$KZrjiceB|GuaCusS%ByM`hDrUuow3FD!}ra zeEkFtfQLuG-Uc;KYgM(wm%(p&1!(9GM(fK|2}jZc{0o zYh`?wD{O{^F*ep{%?!nEsdZ)##>#bz&uw>(&esteO%8XyM&1aLyMXUN$Kx!nEu1_m9Hc7|F%#2;~S@0 zd|E&jpX9OXdv)QN#66s1=>8UDPK1(Zsr=SJD%pls=GC+8Li|Yj(uX+kX9EtxAG4ox zI9gv%N}R-BphWs;*jGFz(dpQ3uf_g)zn@rbeJZSBwVrL{9gA1~ytmM6=rbSzl5&rp zK!5uq0E-mf%Z27B$Bi*WL^Lll1Bb>zemm$b^Z;ga7*H;Gf)u!(6IeGy`-l$ee^H>)lg(LkWFITj@TKS-BqJm0{s1YcHF#I|CR4R6fzWuZw=I}0JGXC2YfQv zEqmlz0Whr+W==3W8ZeKqF}2wv1(qFGJ^=4x-=vUp{o>-jc$2QMTxm)8V+`?Uv}*An z*M-I|G`au}W~Th41G(4iXHaR8daC8a*D$AV*=bZtnvf!FN2=itn%K#o*NGY+=MWas zTI$_Q&xdC7{qMzs^icqjic10BIfUUu#?)he7bPM^B~Bt$#kcrZK7~uZhE4we=WkxZ ze+OPbPKGhjjjiw5JJ=Z;Sbh3xV`zbieuIbVI@PCd0s^cmuJ?^uHRKH~jEx*vl^qQo zPPe743`~t#)y?lYm{GBD-e8q7Ha9hMpkia=WW8x)X=A5+-@wS2RovJKs3cXA6k`=L zcd%D5w!3L#b>GI?*xG^W2CKBSgR$Lx8%qNRV=5B^OM7Eh33E$e7puhSE^%Wcn|sEr zw~eh$fm?8J@>~}Z!bJZ{sLP90-7y>dW_+LzRG7eACYI~s%~UC=@GKeC6oxDY6_p1H zswr9Yia}_YsxlekN;gTQ$j~mgJYsF0Btk~)T`Q&l4r0ot>SWoEBzYaM*h-q$v^n^hXkWCGw_`5t6ll(@ay= zh?Yz;RL@rLFV5ah}3{>eW*=0hzW>%Szkv(R5T4lDEvDEVp4c7JUq_2Ol)u}q#x~9KB*d?63 zOVHPE`_8i~Vb3!&hlZC|T0er}WH(uIuYGOa#4EnDwpM{6zqB|CLq!>03^un(x7`nt zi=*Gv_Vul2)z2dK+MNlbhfUDkxskU9wpoyc@VY2e#keu)A5~{w8yYpn>DXPjpIai| zyHG_#-b3^pJ^9dwoZQZcIWt3JZy!WPOzB+aX=oAn_=0KLo@j?i)NFP0(jdRn4R!_a zMyebkOGat(N*0d<<%C{k3)Bg6kM@cu`hE)s>x+3tkN$JU#k{*W zal0K6w~>?1gj>@Vz4VjyzSH27RhWTL?+(o1HEOum!*!>;^k&;_f5bc|%k3*3TH0-{ zLc;bN8Z!ed$#q2Spfl-fL4{w+vRGj%iw|r;09FZj-EDEo5#dAbqQhpD}1;eRcYyWFTQMdKum?x zc%V%o4g}p1w>vuG(!{8ySCg*#MoYLI%s6R=s>i&Ad!D{df zkBuF7&zr^jF|TjSpU2Rph)NS{d9fgHkIoHJ`*C{22Q`0?ng2N9gP*BCRs;5v)UXQ~ z1X_Y;C7xS=+Ym~NTIU=c9fla9^<5s*#_Ll=T@_I%H>*^vk4{S)T5-aZSAMDCv~E4Y z0#QW;xa)tz^`Ip7!9BJ1etM%r^9i9&2`xtQ>ev^vHzUqnlO~^5G_T{q#C&1ZvDE9O zXImmVz&4EbLSsnL9e#QE%prPTn#W_ITa&1wirs;Ca^#iV(wOYuNjyJj<+x|K`yM-S zucI?Q-`xGlmR8T6?miZ%(5&K~jyQJZ^+mSsN-7iCB@Hy%1DY7EMc-m2%|j~NpC&|RS)W?uNGOe zK%vIBHJq+6GrxR#az_z|P->*wBVnH2?AeGMab0S)kmlTVq+I*g$v1^qq1WFydyBIN zw6BWB9GehJzYJp*b_(u#@@$@?G*Jk14ku`Lec_CO0Q+4bupjMA?dAeY54QJ5CyitU zp?<|Bk#LPs+jZLTy18SoJbPb__33jb3QYVG@lR;-msUx8G&0=p@;B*b`XnqVB~InD zUE+f88=Aj-CR?10n?wxqxx@H0IUt0P<$gS6wM%$J4s#?q`GuT3aAZYKLd3_4l-fJI z6TS7sUKQ@8Gq?lMz*TRl+x<8c(oHEXyG4TPCEkrI@Vu6aegA05j4Q$iSib>TbB3TX zO=RlP0~W1S{)Ixxb+mgbVslQKEbjH9k=jN!>(x6>vD{Uxkzyw&JJXG~`vTi3S!!}} znepao-o52>y*l8RU0(iXN=-%GPw&k+15H(Yh=H>yZ4D6_xvzbAePJUt(-ZdFBdn>f z+Xk!i)w629R34>p`IAT>a~uH@9Z4c&O-xV98#AX5>Z3Gk)-lR(hykk9j0T ztbFaAV@Tw38|KLi#-pR)IE_V=;-v?>wqjg1~C9PNbL+a406Z)-8I zqaH?NY3E%EOOrISNk@5BYDK!ho7%7onvC&>+%pZH1`i@qf_T`^zLG%-C237{ZI?wC z0KwUcU*UOBD`z}F7Y+7wK5*)#xo-11ukoa1e-{0+RjFS2J%)R^XtTI^$_iISVxI-b zGJ?HZ@R&G5$Y!VBbo!pJMZdjTyoMHfI_84e@iZlC9~T zWMuW2yuCh=s%$ox$lt6ULu_rDgZqIxG!MCHEyz4-qdZ9<&VTblLo%X=%9REU^(Kc- z+eMNzCoY=HnQMSCWrzffsYpBHRXZ=%aeq@ODUn^ChgHM`Ge!h&X>Sa1p_Q}Sw}moY z;|z(W2%-Y9#TOE5U=fLGwOrB#?ok*XBgn=urY0+9)HO~rI>diI1*L?8vt{kcfu z-9`7?4`@VnaTuSZJ@CoPOFg5C9-S&XM5fHG_Ta`m*77870q#vz(yR1*PiAmjr5~)4 zD})sF%_Eu1^r0-%YPSbX@0Pu14m6V=#`ZGQ^dPn=LFh};izR;t* zTTpL-2gwVfwY^?EkJhheLeN~dqQLL9F6ceK5%!v5(xx0s?|xBoO-7wU44c8Q@AR?& zts;!<^0jim$5i@7aqQOuHV$=-lG~IOLMyR`wh{S8J41IvU3~@77+S@pgGi{t-s;Wj zkx<{nqaOKG7r{}$2@?IY^;;4Q9 zh%7+P&-e0nT$&7w#i(~AXGw4IIm=Wq_NL4gE*hohd<@1dc>H2D5|m8WsH{hBeI(BX z%pKLXS!5gTm8oifngubun;zZ8=!(v{eO5XqxJ-4k1l?gZ44jOXPoIgMJ&P;{)=o9RM@eD4&qlU3|#Y4sr#i;IZahJd}))OJU?wvMev zcikGVs%G@Ai+1rq+MA`>duzh9F`JD>_jrD1Yj&B6qOwkR;|x;Y7d_?A_NS|w4D*d} z6|bzcIF5s54sq8;<9HzVXIt{-O)TMWuCpNNSE^f7_+k*Ib#U{yAdfTNbh`0?@j%9g zC1%_e+UI0H-~PNsPiH`2rYg&uu|jg*Xr)o zRj1B5bbj;K=OqfhW7gt$f~vVQ4RBkb1y%klQ?m zRx#mYkebwk*O101s(KAfH5QABG!}PL5C=SmEHoCa4mwWs*jWGb_A~17dADa@;eVY& zzWUEOq~cS`sA%Z;l>Tu8KPqu3nL62hax^w|0@BR4ZqCxm&Oqh|e3n+`qvHF!hqN*m zCl&Al_7)TScNPll@i+eztB0H+1WY+yGe0TJyk=ALy8;7P5F5(KLTN(>sZd%RpW*OzI!n}vignK8+%BR55tYK7&aHsu8S zLom+Dz1k+CbV;dAi`8_1tYp?xDVw0DA2C8phc{(S8%F;&FW@b>_TB=W;iFtHcP z^H;egF*=cN0A(y5t>`db1)1njV#)TUjPqa&%B+**WM}Y@2?4cAzzpjZXw3r z0Dr@09fo1%UR@T_m)}J4oTX@M*Uv7j);n9RWBt){SWjwu1iLDVKy^UM)@TYDy3>tX zHNh2Rri|1vy$0=gPO~h6ZaV|2weF`GG9#l)!PlwIc-uwrGq^-hdOzsrMyyf%>2r!K zgVs93+)9x;Z4?zI2XP5|=$HfosTD>1FwfN>tx#UgpX?xo0T}VRRKqz?S^QSit z&b7}%w=Q4lTFOOmD1&g;<@roHwS%|CrKT65C+FnvNVOXqKSSuW8jKl*9g6siA@zQ? z5OvCPo}d-JU1?Hd+rlZb}yN`4>fr+iVup~O<(E!76UH_0U4*<+22A}nhd z&(A*y9p0VNbdlRu9$Y;*ESHfnK-n!VNrM`t)ifDJ()T^9obBPSCDN<~aZM_2Mfr`A>% zF5AY&W}(^hl1QxO_Mj22TZHWgYuM+{y%gE4t@=HW)(0TcP z{yJ4(QP-DSz$^axWm-9%O`HFd0vDRbkE_$UgZZR?RZt2w#~kwcy6^GNSA#q@5#%A} zLyX)!;j8^0API&>H;Ed?O~zFHFi)*>gvV|yZ$U@!j~%lV{siClpA#r_=9$m;#&`8jaC*>oH5S2KiN*=06TQ^~wR`;PTW z%F5JSR1`@<>EgZ*VFWB=pnhQwsuaa>tdvty_M+5ej84u(!Mjn7lMWL=~Exr63B{t-+DEf zyAh|W{xn4sK`#3qNlNN-Ke6kw`-rWaK$=tku&3#U@Sfm~(9OALt>-Hux}4K&obI#q zed(yCh=`_Eduo%z(|8sZ*MmJ~*54>&56jOyQ*=Qfz36;8VbVn!7R2Z!UrOlZ)Z};b zUTqo4^)lU&1db4CKg!-et8yvJSq0EMaqLwSFb37t9KdnD8lWq2dj==gfy=Ohs(2bXDr z_8sbXMpFGVupYgyhJ_WgtNFY5wAZPzG^zblLm2q=>J&-Hhl)6xvJ0@K<2?-6#`I#-1OG-f4QqW9#88L^^MH)tluccPD zJR$j|$oCE>nZERcp}(w0(8hNNT+LB9k4N)Iu?lVu1{#Wf!Io zON>XN3#9?aWBx<}dk5B{M7G)6aU4df!@9Lm0`Yml*yFvG<|7)$KYi{!yfbQT7mUP= zjg3dS*x2Os#0K$q+4d!0irt?nZl%WxcXf5HQ0i&Z%cT`scxhC?YHk#~Hj-f%5m}}Iv#c)6T(8~}I3z{gA&2*-! zO4|qc=Xz0;@82q$<&jzb36iCM*#sqc;L`T@NkWn5gBP6VG<#f8&h zJwxB=>PKp)S+U4$w}Jnfi_)E{>q!oFPGgVt$ZXhlC5tQv`WQRj0!~`OWXo z@5`jPxL;morlwqp#p>nXS%ajQn3*ld^W>}t6F=(cltiEsoF(e}^gRGe5vGgm$q7Zg1RFAGO0%C+O&dY87x{WTSnw7zCeg5>~-0PD7;nw(ZcjWP| zwtZLi<`MBvRs@qO%$oK)5S?L6Pw{r-_aJ!#|6(gu>I##==LEaC;QJEmnygq(OPuR& z8n*yS=xz=ya~)9%B!#>UELT4$#n9pHp>Ip&Aj#v1`(f<~gb%fec1wEk-+IkG*MiXc z{R+Uc#zsexts2#+Ka=C1>494#B20YRB;R_8;1l%nvYOd{67gdE#X-eiD~k=gnOI)^4$z|3S>7v>kk%$VyXqRXLomDJhZ69?Upv+b>bP85%> zf6_|E?zfJYo+CyhZh}Yd@U3vDu094g=(oJ#A+;2u?E^wXpv2>me2_{Ov?g-9FpOOI zipo*!_v0N;jfA2fSok-YNUzk&Ojj`9ecy^jdmS`*uXMIDWa<@F$#UANZ)12EJwilO zw|2}&z7S0RMMLB8y&+}>94_>l&eHmNuS2+Xgr2w=x?N|q(!j#KWWqsaNXp9asDy%f z);411_G>J~u}p3Wf&kwnw-D*mbYOH4{(SHEH0}IX1F*yl_CrOQlgwv+nhuhtWMM>N z$v5k@`rN}{*r$^V3(Y2dxEn39+-}4LnMu7veSPiP-rnA~mxry++qk!f`*XFU+Fvru7~e!Hjk=HpxF z>azE58ar02bFmrk3hxN9z2ZobWO40jf+BjNcRBici(bUD>2Mv%^Wu_>jgOKG$vRU) zEXQQCzylbcCVP?96|fpyMSLO@URc{sqKa+V|Jd89ocolHYdvq9z+4x6dsF45`goOX z^Fds~C9=Uo#2_N;evN`G?m23<8_gj}h^I(85JdOprI|Uc_WSybC>j=C6`d<3-*=Fz zEL;%`?;{ptm6|S!6Fb&$k@t*<*E&5nhe9cKwqAp{xMzoRDG3PUUJt!M?sj~2Ma&cf zg&w$_AlPM51*Klr>3A_#s;1XQW|ZrMnjP7@3d9Md$mU)ZpQ}1nkli#AI6)nDtrA$je@L4)y3v zsBuA*bTp^-RfR$COO;8gk}4(B0`d#DA2NPtor$mJ=fZQ*(&-Sm=VZSPm2J0cbQ)zj zRl&wJAq_}r^498EVhu=$SALN%UPKeJt=?-x=vYk>;hs@8=mt}O~cCDgBzfy%5 zU;IL~0>6bJeTQ%JA>l@to5-t~^6L{*LDuq2>4XJMcxSR%EvO=S^j)I9o9mBtYhy{X zCSgpf$qYf7J8ZIUTzuz=bWzAgpGD_(ct1EH39~%Y3X=l=V3qjmT0a3zg@vm7B0u3I zP3@mQ5oQl%x`^WuZ{@#D^u71VLN#XL+P0KM*yJJA#1>t94H6a7Zd)@XzRg{nStGG803&6z7>DiH(GuFiy15Nhfz5~#^kpI`g0HN7*||8lt0I-*l!yU?#wR9x&(msC&o%HFU3S65e`!*{8N z`^%+I2W6U-QsOorYMu{`y;{Z+zsr1rl+V}Q-@Xmj^mMg6+y|wH6bXQ9XF7BpWY8NJuKu zzgH$LLqu|$ne|PIY)d#46qh%=5OUZ=6QPp4+GUi3FzNl8hAbbNgA_0}^#gX)2NsMle&uEueWT?N+vLqy+PonC$uh z;0%Gmx;$m%dpaZ#bEOrZR?=m?_-^nOO^OYLAiPVgqZ6*-PeNu$E?@X*^;M`jgtqsT zt=&XPEU4%6dayFWIS1RWgVea=KFRGTg5%>8-PGCqDm_IoOJ{%G?JX$}cNo95+s&wS zKe<^TN=Qw`GbTZ1GMv*0HqsXd+oSGsK+{ef?RBGIbJkSlmyt%FhqjE8{pdOB?5^JnDA99Eq=Y=SKS6tvOt^C#Tb zI+t`I)(`18IytQ)D`bcb9h{K5(iCJK7GF%i>F@9VCLojUb$PJRsD*knBL3(l32)-2 zqN0*}(4B=2V18&eqE=!8RE>f;P&nbpQy?ogQzuwtQQ6A6&hnR|GRa8)0HkG*%)YwZ zaYN5em7sAzd#d*;ZWfP$-dpiD0O{*Sr9D5Y6Mi@Ei>nHd`Ew(s_<(K3XKrls`r1}U z%^~Y&&sAU@Ep-u#VW=+Z8mfjh{m~i9U%xSmz(?KzP@A4MVyQ~j-GT|SdA{4BZ12RJ z6^O;pcic$LRL-deYx-kSy*+cXzSW_E%PurIOR3!=#gC_Gm_y!up}+Ww9MWX(zd)d- zonlGXfnJ%GU7bE`J-(o>Y&?Fz7pDQCy9;?*R-e(*(+Bf0sj8~V=YPE)az3+Idf?m> zVTzk>0~qX2D)t^8LYU76Tt9-<-#a0@11z{R{@GUs1pvlQ<+lh}Py2msb3d@i=x9R* zX1wd&x#MLkx}IG9BVJ4hcb)`z?TC)2a(5&hq&x4jiP;#}EyxVX--)PnKnr7e523A7 zA)Pmbzti*$p`1wJ=9#nRFMYo`9hHP8Z>LtY{Lmnj%W4#nVV0YW_llZAzE~m_j%_?O zp6^R>%Xg@R)GObaIGcH8y{NYzFP5&)3gwhwb!=?-aA}vAiFFbptgk_(I*ha0noKF} zghe90W5q|vY;(jtFKt@(=Sh98yWH0hJrP7=>(K^YcN0|c9%>b4igtE3d6muARkWcj!f4z^1j{c+Z zNC5HrX16@aIH7;~YCAt;dVzL=J*^_t247ip3-V7;Qy_Z;!cSAlU` z8n!}CD;*SMx?kjoGK(_}crR60hOSRD&oiKnh5+D4DdN z*=fHTX8(o{gruDSem3z3+pPYS>PQDtmbqX1?JuZeo`27rqZDcT-Jim_7Al{UIpaHb za-tEep%-qML(U!^PU;<6Bssk+pJC=|rL6QHddW4Px8)%8X%O;|&x;Dv)6;Wv<33Ec z`aS|P*gh`l-eC(yjSjWSjV_WOxx1LNn^`y=JK-%i1Yzux_AgRffXDm3GBBvZMC$A7 ziM8+FgzNg@S7F}l5X1x1woK4V12YJX;@YO6V%#o~UT_(?a5%PPI%W5))wH5wF#4e{ z>)D^{)6L6n#+15qNKE^Bnd}_#C75lgMYqLD2h7qM$$8b)`@jg{5a@V$$P{Rt*b!!y zn#Q8I#yht-mEs?PF&1Se}RwD}6%{!&%<${H?9?d$oM91Piaz}lhy?WDwM z{~ z@SzGGl6Y2-ja%Yu4Ds6`jwSz?;NwBZp zc}NpnG*;0)wk;(V| z;>!wG_%FQNKx}q!PZUU_s(6h>PBpXLB)?QUi`^q8q40t3Mn1Hg2e!UW>lKNd30C#mL}x|kqgPyPI+xYvhph@o!0{I zNQ~vk{`MDKYW#h$-8kE1jrCkj)jmsO|WWF2MSMO;&C9Sn&f~44& z70g8vHrm(mkf79rN@MzqMoXJjE!1a!m9Kg>Yt5gF^cmIn{qFwU&ybatmb`GH+fU}K z-(Kbna^j~SxwyIBtSu_xY$I zTpW@X2EV`*fFBj~tE76FA=q7=&CPCTwWa~#8Go$*PRZlZqs1VaG1$YUK6tH0rQ^F6 zqr96XE)zu0Yb6+kDk=_-|Fx!-&95QxE(2lKtMTkN89TTwqX8(Dn88@$vCi zL2Ac7Uv?(=;=BCg)mpR-KWXnAzycrfhh}EZq&i^_cwQbfd*AYle9z2;dviZ$*E)1J z5U`=Qlr>G--S+1h=_`OxjNCBm(^mByXwoyY3osFNz>36HHcDCAP)#_1?&4*T%D`eT@CdlbMy2> zp6<`h9WFeNgtK@aKnCS3&R$#Td~K>LlVnI9O|fEEK3(xV;)NoYR~}Qoz2^`kq}K_* zXhQq}*{-R)fkXmDyXmGdv)NXlY#`tp0MZexuyIGkCBzcLI6M_SsBNA{M(PFyMTtK! zhK3m(JfymaQd3H(f;-Q>)@3OS8a#yt84WEk179Ul~ zk2lFrVb<{VyLTuq*uD|xY5@TOTXjy>nq*_6qyEZ;recqGPU~=0QxQD=(50`?$ER5+e#MYUjD)^&eXn1R@_H>0oW;X*NQ{ztG?TGS|`w>6mNSr?8k zxOSM*I~O4i{=hG1Vmn|#uh}kRa>P&_j(}JDWxGa&(c8@L)#$cqwE6}COwqE($sb`y zsIUS&_8;N)*z@|J{S;`iNDgtLMnCH8#ANWUUUk`PCWy$lXa^lW0Wk=GJT)n)H-knr z35%LQbHrGO2^`k1fjFzT&yA(&udfSVklA{*isp3)FwOp9lkk%ON)hNUDbexLopdh) z7VR*E8pIPI{Dg~;{*qu>!J?jU*4}#JohFlQ%MX8FbyQnbQ-Gf`p`*@ymo*57_;iEg zy6lFVu8{rs?i{r_Kt4mq0^Q`(MG8+@xBR{-+>5Q7Xj+*E@?kb#LKPf{TAJhZy0%>D4gfggb7ek zBwnxYwH(uMq$Jy`CL@_XawFqaCDHH%+LzY0Z%E9>buyt3#kyGB%lKF8bP2T+V_i992 z1cb4|{HD~5uYEpO_O7*L0FTs@TAmPP+-6gYrdCd9D_E{iq=)ndt)HYPDkvz!O}1J@ zfZ#HgkUq*or>p^wA#e&~y{NolR;8UEc?qxUeX&{qN^$TB;n0!RsHqAVc)Gb^79ZR_ zodEtayxp5cVcj+vVRRo$O!6;liQ;A4CDpi-$klmsj+>C8{7RT}^y)FMnMv@AS6+AXy#7+c@YtC#CNsXPFi&2L%Z_ED-H$rdSQj-GUFb)-e^ay2$+0?t(m|!GIS%7K$-_>VD zVY-;nIq&+vYef)2Mn6y3v;NWD7#_ZUUws#t`0=p$QqO?q@@xCXMvbuRYq?7`HN^hC zRP5Hy(c>#F8Li%x*KF*Q@Ej3mI(I-0$D&>Inw0S$pFXk#K2eg zJaQPf;tMd+vDJ5iZ-plb4p^8`AK06H$Z3BRm)eA-bN`;;<2HWWQFS|f=DUDg-t_Y2 z%h|lWO$3x^Bz)!DW=}<95MU91cdF2cE7JOWy@;romlWhxH zVWW~37QRPResiH3Z7cS@HP}yUC$a=u{S;g_`&Az{eiaS^4K@1mrqc#!_pU?}Q+~!~ zXeh0W*Do#jc`Q}-Y-HN0MBp>?k@PO+jBnpwE%Z^d;#$hNUVVyEj{JcK`lq;z6ahQE zG?_=|v-+G&_ZR2wNR%I39Xle2@9r*;u$pWI4yOSe?*v{Chz>w(MHYIOTp|<5Wi?sS z&cQ(LpFS>u5Q1&p&{^Vy4$q$Wo-@$#iU*7g)bk}RH7HU#=NZ=XTD}+UKNuM1yizn( z_h-i49=tlQPw#?1VzfR8MOp}Z-|+Sqlx^dkyop(fpLz&I>c-*u{7;dzPX$S!Fl_-j z;nvnxsdnwd*|@@ZS^{Sv6J#BvcKC6U!QF|GeiPyiBa5?`A3dLAfA00{G^`#-+g^f!lIA~o8G_JmdF2Fl{cTi z#K+T3%MT>5r5wD$0eA?%goK30i`dv$oHmFkg@Tn;@xVH&LF#xfDK0Q=gdPB#&b+#| zV%hwO1rnO78fb=j8JAe8qPjP|GRl5eHaS`J>rEXAht7|y%rT|gSQ`6wN;N!TL4YNg zQ4SUoj=ahkq;;O9LcGWocj? zvznYN)!sB$v8@&6;IQiq#yH&^>6vs~Y;rGFD`jS8MwPM5N4wAlCdJR5t;55qHE_XIisl+s%CU|~thNZg&$2BwV}eR$S!?NSN7iz7hGPb=RP z75}?Y-(uT;mTj+g!AWVS#RVco{qHRTv_XyE$3?=QEO*k0lV|vT&xDG%?hli**>R|q z8ul?!-~94|v= zkl+acblLet2}Wv=XuuXbGZ5v!>IPX&eSy-0MBfst!(_CzN&lkVP&j6YPsLH=VN0XK zS~tLFh`f9WPp%+msxFor1I6S6iVDcfOsV{-fqoP+@k?I*`eJ{N>At#J>TYD~pA$$r z=(WnDCgY#sKP`dCFMptVv_nBe>^j6GBoaM-!=F3vsJFKo}mhasH z0A?sl;G8m~1_-*Fz9%SGzJRg`ETaJW&aM>RGEm053JD)t-uF2EPRoo6ABDJ7Rd~8R z?yzL*s&1Hd-x~`kEtG6p2tEfKIvRDhy64g2E~36=5s&BfPBh1MO9uyshfHii8E|Us z2wo>EA;7vXiHAmjm4l=NfBd8@Q@z009Pt#TaC1IiY_7(8f9tk$a|%x<)^uoG9yb zGv7w|Fe&1<%(bMF8k@*sI%6X!glipL0JH{Ceee)%)AdYtKT>> z%!L-qy?gcukdx^vhQL&U$w**!ssd1?v%FQJv+Pmw1Jf3#RR|m7R>I!iSgE!qSMU^S z8kI>S*)J8Ac0X5)B#TQ;F+gEbl+mD<^e+_k(YeNl*sVk+cK>>f_iWqHE{B!BMvQNw zbhZOOh31MNJ&PKGC!3wEY2i=*eSMbCv;)8w0O|Kc(*i45MYrL-Nr3EsPS|o z5%T>Przd}?3~I6X1;WKm+=xB&W_Ug$o5A^2P(NZThEKbq5fRhMj(1pNBE1kNaCSAM z9$>Gt1at%m;OuccvWxG~OITAX=*A2hcrs$Foe>sj#ZCG5Xw|9=1JwBZ6FYoOj&9Jm zk6(Fu{F(MBE}GV5Txn{oX2$Z<3^$c5`_iOfO&Leji(pFcw`Usm`f4TfvkeI+Ts|b%4Si5&c{q{0iO85fFSM>Tw^4gQ=*0zsCQcwoqhm}51cM~{YRd<>Z zRC$-s{o#P5hBP(?QRQi&AhsCIKg718w%*7-5Pw&0c&$88`ey2MbB|rd6MNRNpy4Y+ z5EX#yDg_56pMnt`dtx{rCY9j1H$5F4SB9qX#r{OG`o{!zjUQD1o&2lw`-lB*I7iFp z@Nh{YHc+!s7b-gZJ0bh!wldwu$r8=Zm*S3pKDQ5U@9uWyt87z{7bryEmy181E+Lky zZ$DaHgSnM+GK+oh9GVz(8wpGL$G#C)eQg&~#e8qLgrr0iskfz(bMEE>QxphNWz zTTtT-)leHhacyjl=Cgv#8IT!bK@s5i7=8QjB#cHr#(dgslRVxS@}m6-MXZc$)sBsU zGy8CyC%2Z?asaN#vZ%k#&J;d9J)W4N5N8kB@wvuzjMu$7H3co4uXYviRXgSTSUS|| zsavrK@$0ulD7269k>Z~Lh@SNbm_qaK;htitcNpHXi-#psOsnqvOh<)ESu=hMZ|BoQDjVE*;NC;#7aRK)A;IS?4GJ|-EP^5Y^12&BLfa1nR zPrwB<=p8Sm9E_SAIu96onn2$_JwDtgvg;Z>KCurTER2i>QAYs4gRp@XW@bXcmJB|p zfxRPu-#mr1c5L%c-&fWmfMO#-|DIEMR$lUWB_5!D+~RwE%KEGlwV^x@(V1Pxz})hB zMNUx<$zQ8Is+@~P5|hzO6cH`;QDsqA1%dr)X`_U7YpeYO?n{3?tVUx))&O^pG$uR#+8JxF40c+$(!|)2g?UCj!0$sWOR+~WLib#d%xgL1he~@c4dF6%qAh@R(pue3Hi-hU*+ypX!tb72!7hsJVSQ-`>N zbVa08P;H9OX zNs*^9`@x%ngRBUkp^*dux0cEWcNpZwcN?DhIkXyf9g4*FGJu_jUntR;mL~i2O_cX#{4jRQLuTmFm z3_{qw?TaJ<=(6=W_qZ>FvL8I%ZPZ~0Snb}d(;s{S7tPsS#R@F!hZ?0=~X7i{eQk7VKfNL!QOkP!7Uoj&MDhIp%V_0sSM zLuP#5sNam2N56)3)BPe*wZ1hMhW3mnB&q{*cP<1q@kb0EfphuUI)VUr2QY+?kB;pY z7vkJC&d$c6YH3)Oeqy?$M0>7Sd6XE%#hP87>5$GKFZX7*%%}%*1KOz}G!8LOfg-Yv ze~bNCW!MRrWR+~^=sqOxQ{a686{|Z{)b;e_G0ctu@*AU-S3}{_n6et;A<3$W?L}8~ ziJ`@cx-S*uPe7h`+)pOMg5vo_lJ4{1tO@R|<5zJeCHO1bT*C+N7tMqG2ve%iIREKl zKKb;rh;v($zOgrhHMm;GZuP2v(ks?IdwaWYrK9kD&f^`w3am6|LlZW0>SyN&YZ+Z4 zzM-XDABPU8wzsK_9Bd%A=|{b#XQF#*fIhtSSuJq&17WSUMF3M!(@F9f((s!&RF6Mz ziC;+tW&vIOg^i~GwpiovHBhsVxMH^|5pjeWgz?s6%!r9uKN<3dzgIJC_|zeRbxD#7$JZWezSK9`5ztj`y!d)9vJid-meDH_>c=7yLAoD%%1`wE+YKHQ%iWI?#g=PY1L7^&KCveQ9nJypr%f)S!4h^Zwd21it)&jyM#{`Fx+LL&`J7GV6{ep7|jo%-Fa9{m;+C#b6C-eY*WI{@~~ zbtEb@G&CY2Q2gR>>2YU*h0N53R`++)WcXLOadFA)6 z13>qrkzIFUbI2+%cuef-wge@;1ia`zb`d{A8{-ivuX$P2J%#&OIBOUp4V3`N@UCXD zp=+|vKOV&4@n*{FoFIzZxz(%iG!8JU!Uz}EAS!Gam?W|&oy$E@fO%)#M8;Q_oWdbj zN7=fxf7hCsF@SOi$bZ)x>uki9oR^1J6gmG;xrwj?VW*sWUDka5q1Nm6;vJqf_Lfvd z0m4yn35fO2k3?k{U}+!7vL|3}l@mxPcCqjwi8|R$&5P{G+}+C&9hfszft{o$xgC+U zeypih>xhF+KJr7C@&Juy^4}piv9`>j5Ea}2eR3M8ei#d-t-~ph6C&xf zk^-+Km7e?t`$!~bpw6bJ4w9`iwbz|~%go%BPaCUf%ZK;TZZe%UGq;Z+sB&GU&iN{z zlBxm@KqVbo!65x6iU>j(lDKpGF1{$5i<&H6s&G|C>;;R9S7oLMD9g_fa~vsgp2lI$j6*hIV9UlhDR@KXSZ;5nAa{BuZtQDG~>5r zG-U>FJK_wWZtH8oKdIY)JC=rLj^RMWPoEQEG!RuQoz!ph0}}xZQdKv-*?3rWHweHv zf~wTFk((pNx1mu$W~_`#vYEx2A2!*{@wZ%V zj(FSJ*-0m{_RjtJW3qt>uR|ex0SIq^l4UFg+~FY7J4Dn0JY5#FFgEt(>sKDuzS{J3 zii>zS?3#@hpL?P1yjIbx2xDe^=bmh7$gAUQd05a&U9=;1PaV{@$=>ic;(M9pg{;=@ z&dhstSiyibp7@5Oki*pnMVJA@GMjrbuR&co7OP9HL4}lzrmZXp!|zAO-m1cULXryD zlff1*Q1biZ$YOK1ibI(v+@_@XStq?*@;6>CxtgAs;Iy&#$(G212QIY?l7W-ih;`3q+fLR(jg{#ax#ez!-5SA zF7Iw&yh$-4-`0%$=r1GE5%w2ZO2n{|AAUZxv~9=bKeKF6|Hz?Q9f0ob)-ULO`M3Nt12Wg#> zfe09I8^Ap+48Bx^4;Re`fDOiUgLYw=Im7ED)Pq!0Nl8gV;|lPT41DOMpZ5-U2gCQI z%SQr%*8lv8OH4eRsg!PJ7^Q{SI>{TluXRVx%*<4UqY<$y7G!W5!Y59tBoA~pO^Xl# zK~KDn$l2Kq8>K?+z9W&>CLzC3s$(UB^9XLv{z znwRpTKEGiqN9~2V-y)g^pUD@oy|Vxz{h@^~zD{u;OLN-cA>9j~20T4Q1Yn{mAT z^X~d{ox0q%2bH%{i%}3l*$zib!Tp7HGA~w|Z>o661cF>S=lZH=`B9x<*PWhwC}C* z#LNs6&s4d7xh4R9gva8v?0~!6g9%_ySDcoPuFL*bDa-m>rX2o~KIu!!=#34l^rMrQ z<$y~!sBN>?%#mP($b$2+O~5(ALOwcCUeZ>y*aFA88zWfwa8Xsc?eODjttY29G*5i> zC!hLPq{I0-bx?|!cSAn^E`>TUBwi#j=eMf<7|c&0JDrlHblSniGi^cFojB1RalTKH z;dNCkqyH)`qs^c&W32B{)>TgG(b%|dtHv`*zHz9~>=2u2mz!5qyk!*@yx<;&U`C3zXU)H|ePgoVwUO1gaU`4>@kdo_Yi8@+|A`}_OtY>n-a z>KYr39)wD12cC}aU`mul@@Mr$VmJM;h25$1#__=No@*zKGOJE=_HmXESxRh&i}`^~ zp*PPtKfuPGNsH?))Quj=IUBRu0^J`Bk3s@BD3~T+xL-ZD&+XeC@j`@$hex@U(DYBW z)s$riy^T3w7^T1cF8*3)Y;`>0^yGw=qcSE2+kG;ger|Gd5`a!czK6f70V$D})Xvtn z=1V3Krn)c7h{tP`hVoXNyogTL@tJpDd3_sIl`5^*9U_}`b@>`yENT=k&GyyH`<1PE zqZeZ3f8J0;DY4~JwtYSLW$AL5V0Rd9K3Mm#p2*!2wsJ42|Cr&^>4~eAHuk305y%Mu z)3paKiC#cwsGipYA4hQTPGXT^{e3M*j~n)nXZhOFQN1pVC4J#cJcp#Lvn#MYt%l=d z1wzVtQ+aa77~bR>ElNaPIk_7SY}qAW;HkrMmO(;0yBJfdJvGg)PF7kxTitZN3U+q7 zM&HG-N7u9KeQs}h3@77q_Qyplucbq7;?WfNj*pe3-3PWTa4=rHuvErNX9oUi{QNUr zZJ}?d*u|Ey9|%A#s(YwPHE5=$cuxLl>~q+H)@wW8J?gkn=~1&@E!nvF^K+1%6YWLQA| z==vV*KDIhHcLohj)W@lKWp67+x0mYe2F-+``%ST2tB3LIAF(%<8feJKM|<7v zqE4H`@d9s`xXp8%XRTdNPPb*V@RYa$s@jgQVGH{PI@-o>wBd2(`b(Q*$bM!mpUpss<-i&Y|b zDApW`Ar3(Q0Y)Oo|L%`T>G8 z0}3*Q*Nu3!VswZ>2mE}O@-i?uxM(b3=BG5oiWP+T@e(vPSd1f61kWOz{jnFV1${WX zxR5P-+z@>Y$$JM=gW#Ugz-4qsXXWGoiU^!vj~cMe-XDlD zyYf+tYU1T;7rmz@#$`gJ z-@ffSSszd@(Wn4~P8<<*MN>1gv6P>V>;3rI$AxfjfZK-L++OLn8X6iB_8brg#bh1} zq64L5?$pfLQM^*TdAK!akXvnRxtr4G(Ej;n5eCCDdo2Rz7xLCdLSiM3iC2(aud1$p z9ZNjtBrcos*RnNmG#qCG72orx5C8x6-}FG6%q#n4Ki5`3yNy1p5D|g~1Z>l#aT-dv zx?ajqqCFkmwpNgpWvJQu>({SXF+$>fBQzsPB?*Wn#EO$?!~PWz(bv}339zv_t$Qvq z*VosN;~fv?>tlt2fB#k~_W_)W`}gjivG& z2mAZp+qsEb#6T6s$HrFMJO61ci%5E=m6a6}wTR?BY;4*FFpB}o-dVLm@ zhQh+orAz5T_=dx0v|Hc5f8QR@FIMmG2tq^BVWFc7LX(z~^7zB~x3D%LEP6=FPz_}C zB?mbzBwAR_A>!*E^bGX3Bq6}+zjXN=2@`#@LKH&r0oK*k9a|><&NePV({c0>G07EKZfp56%$tPF^}o0`AV- z^v8G(?9;%0aj-BqI*LO{DPDk(mYCSHo)6rw@r&l!->TpMR@1C|z?V4qezD#uw{4MJb#_5p{4z{LFgp8cz*8Aa8;LUr`^*y>Xx>V7G zpX`LKK$h3rX2`KNz{Q!n)=a@hhVjAd^7{iqt~N!9xVHXGe<_U4&fe}i<0!-Ry@5r! z6Yk&LEQc&?Qz!*v6=NBhcpj70hjeluirE~^4LxVyVq;3X1!g&uWM!MKT)#^`7gcM)Qb~y>~iUIV?X^rZ42`nsYOfERr6wYHTP!MHT6? z)AMbve)8|mOtULsI&MMxdf9geE?{GVIVYz%>r+#|etEkSAuBF!x9j%>-cb8C!qQCoJ z^P=2)gU^P2<3<1D(P!`NnEOn)%v8fq(PEa^x7Ev+8zc7_`bF2EL4`;agS3jMTcrPptTwEAD zUkJ7xtLQxD+=UXp;B@x~?^y|#3f1w3{GRA%m5A8`rWU57mXc6Mfn;~1tZrEfHEfJ+ z%PBRIk7ECLJl%1M?|@oO*YTx`3V!Eb&v=pS9Z~MIu1IX2O6q;Iu2Qaq-XLlB?~V_sH9;opNv%(|67G>$XeXX|CkGW;ue~)5 z#+QrLhgy&H6AhTU6E(>7P{8Ye`HT~Q%>W7Y zRGp465jYhnLye2&stUN%$VjI_Ohz?6O=N4#3S zG$*HF>4aix=vQ5@gK*z`OdSJj;}2EJ%N#4xQNJ4ojCde41Xcu=@0e}893d|;k?cX!vJa2@(}N!6 zDcVG1EZrm6-&@wmp?vbhcCyZVD`BrXIu)D>+@oPs zE)aQsD=!7nk#JZ|dup1y%Ge)B3N8~%e~w1}daB%x=Ik6A_Zb=-Y?tvgHqP`3weVx4 zrDfsfaCZvHnu!gO&+BHx*2IV@MLnE*zG-{c*)ImCv2DIhwOwi^`CwP1GtHZDPlCPd zcMYBtZ5j^`nW~E^i;&tF(s&m0Fj*_IBhbs`bkc4{WEVU6@W)RYw&;ak)AUZb3oFMV zM~8=Tq^Jyu$SQS9%jezpT%=x^PA)E6iG6*FGCA6{E)3nD`*lmdZ8V-G6DmY;jHhc; zJ5^Mcmsj&JYd&QkjSnzvUoONe+X>Yzw}@`Dwf-KAl@u2C6?t1d`tJEl-OGO`u4a^V6!dF(;6)Rg&=o z85%+pR zBKLMTl<>+l-L1O}{7!4;EEx%$p0$1fwFO_(UmhN3{Etvs{RwVe`B572-zzsJIplg^ zxZ*fO=`{y8UG8G$t$!B9hpusV8yj6(W@O+$*$uTz8)q~=r>`>46LUF5-_B_8)94J*q0A| znuRmAYqeI2l*{jGh=C1`ex;lCE00+9Xiit_bZ_?6CAecUOVaarRS52O8~EXL;JhGx zDJ>{*bz{G8YL;88+lKv+{SN*PXzvcmIBhG#;^Nwx4Gaw2LdwE{zhLPO*RKU3r(4Kv z3pFLB^r@@?OA?$hs_e~R63%?mVVL3Gk(yUTJzZK^u^181F#xgfXY_c3_n46wvCUJn z!>2@cORvtK_gjTPPc~0a&;7kgPw}uIC6TPq3O0-(=0Zo5Iq!_a@s$m?0f9%UsantncTfCfVf(W4c(V$8PAupV>r795^4|ael|GEoy9Puo_urb9=woozg9JmyDImO4o?B zfoQDQ@Ph;d976x@cM$3#Y@3vKJV&fJwolG8g>(C0!8IA^5aC09v+oHjWM7!}^0{&2 z#`GwqWG(B>VxIeb;EU*%#WyZlZrnkjOXrPLiAXKdsWov>mXVR6mf+y$PeKq=o4r1q z@5_|3x3^zW%BCfLXhO7k{?^x^JXZhAH*NPVsWE`8Sp{1pztE;Q5 zeBW2}YleBvb9mpY_h_rNv@b6FO<8zvDdYztVq!@_tI4|RygbQu^x^g8(~<0*=#b!G zl&#%zUuNCTw9vc3Mgsh@(JQJ`0nUJIU8OcdZO*nBTQ1Z~Qp8~~kS5`rot%SA`B^Sj`-(BB64GZ}2$(QV~*k_YzI{Q0Frw8ClCl0AJI zT(q=pMofLd`%As)$MkeJlgDQ$nVIcY2Mg-TzI>5a4R7f44^@lN?eo{!WuS)UhLTaD zB~`Ee@)V!Yt?Yh@p@!z|sbDOI&R1(LwaqFQ5B2rqkgG*?TQ}9>Hk%NKd%9Nu&Nj`g z3*yeF@RA_YAO6x-){Hf=ua&L=ZpVchPlcH^q>axQ!j3 zn8)3WyER|Wgxt<-DHcF33@u1?IwMM@fZf8|StiMLFZlZ7Wu!q1GE@rRKCrtDv(U#` z*FJ1LS{J7q$JqE0iN$a?CSr5(jzZVG!LgeYPj@XKoS(WCKaZn!k2 zk=@L#uGTOpp`NsvYDijCy2SbGuR;7Wr$1ik@}Yt2>*9_Y-hNP@wzjq|Eid<4<&~F5 zH&Xp^P?(}2UkU%A=p&I^p|-kc%U2)%WNsiMcjcIZ&S&~i&dTdmf!Vr?%h}@JXKdP{ zRpF_tq|SK3TD6)ok^&U_e27E@huoA{ZFVJ1F8#84^G3RDxpTQhppyr#k$~|T;eH+0 z8^4M%G@e=~$)Oa|iphA*()mw4=cJo3LrP?1)Aq85f*fBBTZW6x(rR~&5@zW$L9P!LP9Y$2xBrfHjFw0TcZ796y6zA zy+9Dm2ZU|h0gQp>#Sn~6tUSt;kPsGbdfSM5{_1@-1Bi~=brdN6`M8yb%}^Z=XbXe3s5cdT^_y2t}>TL_vz{CD6xK~Q1H8bEJICBXR=6quZtivCZ)_w5v_ogB#1-Q!%5 z$}wf7cBbu2w1n1#I>x3dmTJ!n9_W#t2{+&MzgtO6tJ778r`1-8Xqa%-*V`*!gHmr{ zeynEHp>T1HyHSjyxKo0E84%S8LG7W@u`%%Mi;ReHaBv{+!ImI21P?%T+LtdqDo^e` zi2l6gq(MbZot2px9TlZs*KjQ}EzM7FxJMrO4*4%O`t?~Qz*=1%oVJss%ZBbwb>Px? zoHvL<1@9DJ#Li1^P1!g(vv(a)K}6$rD+9D161M=z$GrUaxBplF`nUak^?Kb=5=b&K zLg#yNNlB%dmLaIr)Ygh&)GrQAE(Utj4h&p`hh1rXeLbu|9UUF=aq6I|VZY(9sC)6m zqr}ny+@v8ahCkih-T%VEx;+LsoV&ZbS7suwYuCGkOnPaxfd1t&MJ{%B6mkkcb$+*V zeEHI)HwqdWL{pKCaLvNw_cPyu0|yA-zYYxzt%C8dz~je{p^e^Z?fu^Bags1pFR+`I zTlRS%V;F|k4kx@a> zWoe4M?Us$As5RV#7)(dOA*+&Z)=wr zwMEe?4Ul>RCZmRQb#~rl7hO%`WIO+|UzxY9{PwoDd7YNRJPfDC$N2zp_;hV&>hbzt znAi5_FlHa?h)w0)a}+dLrssYfV2uTFOiUB-K&30bcpW-0!iXG4)W7iK+izQM{21x! z*U)HGx2=UmMEsIiuHo7Z;&SYG#m9}k5FAOnu993!mh1t*q0s-Ya}STXT57rli(Bw) zwM}5gRG9k$5q%r}>NiW7o~mk$dmFFox?LL?uS?E0*kQsbs(^XlQ=e-+knPk8G*#5p zOiOY>n7)+-JqQ_23(UH?M?Ee&Rrmw|u$i8PdkxM10?I5m{2x%}?L3ad@*&;X`X4`k zYU)}3h#r>oi+tB&LvjRt_cM<3c(kb(q8D4tyjat*aXF$rV)AgEO!IyFnf^A#mA&i7 zCqJe(T&CDZq{Jm}6nxjHDyeo*ZO@0;mW49U?nZmqsPz^yF4jNpgia^-p&ZkX#;+1F zlI_yTjO-6HN+%m8Cq!%Kzb0dja|LORxv2&H7ixL(^7Ha@C6rpM$b{#YnPW^Ct*vZH znT34!Mof=i_qUm=Pfve)=hdgGrj}4gJvUzM=s%c1G!f#pai{*yMVgxJ5)n zdg#Uxe^*G0RoVUiURK7o`lJu`X_E9~WMm}&@(`Vwo!v6?^8(3y9SQ|$LpCh>26u^E zlQb=-IQQwVmzkb8eUP5lv8LnViVakO`QE?&T2`BC@UFcN;6UOHHW(Kt}gR1igWf&pU?sVr>0 zKkxBo%@r~UtIdG3`+=#qUyP)_@LlfbgCvHU>gts%J7O0N<)1ImWzUdk1|%*} zJ$dq^+DKCJX19ctROFb6prBxlf?l0lF(x*lPjR-4659g^mE)@uhe}Zk0aisv!i7fa znrx%@lsAi><2vow>^Lo6n@tQgC68M!?Qc=>I~^--Y@_RL;TPOr8t1&*&=x&J z8m5C1alG8#WzorMtlK_e;n!8r=6%#N#@D--nel5*Lg_ks$*HGs{_9d0ym)tb?mxZ0 z2Y3y8i{rtTKKoI(RKmXMjF#f$Qz70YS@(1um76L2o-wz2+-*(?#2;o4cQ^`whwX>} z!<}2V(qCxs+>n3iQm$0Z0~`eX&@!0w(7IYWJVQ&l2$5vG)2?yK^#$%iJkQi5X zK;@~hu&_9JOYHkbjv56+7;pa^kH|nfwjCU}1(IApk6#Z}=KQDX+)KyR9B)~>gGkx; zq`ZvUnTyn+k^&FUpo&(aht%N(E2|Oi`$3qMq!93mJxfSRVrYI!-&1HTPRXQmUYM5z zWbp)XH28wpC97G@1bRC>3Hm~VR^3y}cHiTa=3KUw6ycGfnV@FU2egEi1P@Sz^=Gq3 z@o}7*HsUqo5tX6~h+)a6UtcGEVjV}sOGCu)>~&EfKn+_${Mg+c8axv64LiJy@LC8o zZ71$9@-cR#s_e;Hp3XcXz7}-mz}KC!cfw{`6lqE@M2Os-^~a9yI=+1M(f<+v2h|H(e?szXfqdH2Y4SjN$CrW1Xbfu8` zHc6{bvJT_NHlPQuHs{Q*QNeeTkoeSA{MWT>4lFXwEM%XRQ_Rn?#H?p5t!gs@C=^Oj zit7!Hy<<~cYG#wIgL_HzRzwx7OodXjsrTNBcdV-le<%jzgvfq~o`B91wP!I>CE&j} zIJZTalGMnV$fe-zXDU#keNBE0A73 z8t_kOgs$uyY>t)!nM@>p4jO16>uFZpOTA#ejQY8k>>C1mK z*+?(TPAhEDOcsInU177}M`eDLulq)a_Nn~xpE>ig8Dx+AaA%p&J?+Fqy1DZ>fbSxE(~cYQ3&9 ztM9ZuYJBCe^;K__l-DKbmY|1W@_9}9)i5nH^ZkZ-wshQgM;H`$3mM>|p`tRk`7U@c zeKk2UHa6$KKu7FRJDpy5FwM8e2FV4yhM9%%%a0a8mAW+DDaP3ct#=%Yp}z=TuASGj zoF*53lB2a1d}L{naf0%_?WGYm6%LXz0ykj(>ex0+l6`X5a#m!co102wQ=3YfZePFG zFW2|=sD5YPt!uDUOU6g02@6;vQJ>n*F$Pd`I~2#pK1_aModI&qUyeq@g#iIKlb^gB zMGXurRnqQ``Zu|>nS0Ityz~6}xnaA10wyxS%6Q8YW4vFMLAQ8un@axXYEi)kj0eyP3@G=0y zVPX&ry& zcXWn1IQV0(s;kR**LmjS#L$$!Ud5Udaou+iM=WN3z#$^#U?R4Ay9zaC>{GL4JN*N` zrTl#QLk?-tMntEHV|hzR2o4c*7-RS4*^011TCGZAwhM;slG`)!&{pX5K`xAW{OHkJ z%fM&o_Gdp<Yq?l~%kLCY<7r$AN0ufYW!-=+XPr9F$ebfKi29H&H2&{hYS zRzkZmkS(jk#{7%b2ok*F8ayHD7LI34+!3)Ws;dP}h`W$%vvFRN>3K~l{bQuyjr{gd z9*?gy@Agl{S<%9uL@xkE|8RP*y;-2`wX(c74>WtfZSrOO8 ziKxv$uNQ+r5I%U&tcS~N9$zSgh~{GsDWrBcLp*Rm-?ewTh?j41pQf8aHev-0gU>LS zlf!h&_}KQ{zLQe9TqK~hC|h~rR}_3^J(wW_KUJ--D_X_v=~>cvWh)1pvnA|J6(dnh z8EZq4PJN%=|GRN2<%yBqmiLoa9gb)5%R@Tf= z#9tkwhAmiF@WFYH$5@;VbjduoAV9^fiPmhA^Ly-^jnp2+=B$gH%^v@zI92G&XnQIn z9_eBG@iVO!vCYK8603bh;rv^hE9_;e$X+C)Dq1v3U6W!3U$oHRfwFey1Kz?dWo=&q zAc#J92jsCK{BYixtOJC4X-KlbzP$%@2_ZEvncPn>sgcNY^k z!n@P(zA5S2;}R3sSPn62XlZKZ)#P|)76|BSOo&&L*x>j zu-y>ELDXnAxh)pe$bIYhnbd_tZRWiA9-%L5%PyDt4%=gCq*0s55|uvOEOr>CP{ov{WEj-K%HxCNsfpAeFSZ_4M$ z8m%n4;-F#Z=ksU!8>oMdj*gs>AQO!8rTW8~xS^y(MxBuXR+Q$WTli&I3tc99pT7X@H^X}*i`V&Q_(JW4sXmTY~SnqaM3! zo)KM^2cP*=$+#VioURWD`#4XlQPRi?vYxy={CmUJo9UIkruC@j@<#3rTEFbVKo6s6 z@zm?jaa5;@x@=lccPV@eYP8Mk4V<;$rTO+*$l186+a`s9u#z;FXUn;B$iV$zE^h3f z=j$ptmk-vrWeQ{;P*I*G*EwtnHXg|pD=0K<{gSjs#5%I%b%boVe%#|8a+u^fj&WgR z*TU8WSG4!Xw?Br~C+XbF)$rCFn9>@+((rRDSWPQL+*<}qR6u!BcwJ>r2;5HCX6wTX zo?2#*n=|C=)K=u@=hxMFonUrHyDJ!lz~V~hlm|8(2%L&vSXl7$yRs=&aN1J_&7igC zZuX_3-?!?lPqK#NUcS^(WX;pczF2cPg@v--{9V6(MZF*84iG$Ad!d7N3+_CXQx~-j^DCgX~JVgq%C&(Ar;w67S!S)b;VHg|2V{XGPG&ZxiXj-gZhMpgv zeIh9%Q_jQZY%#VXj6A=V6vW?uUq(hA=iHL%PUJRRqhfWivdUk7UZyUms2GuCo%>vt zEYTl4RK*EjLcKS@pHXAw2~sIg^O!M}qxQfmtiM2;e{M(sS$eLBm2yEkwvUR=jgw75 z!(MsXGkK)5k5V?YaA#R>1`z$Y=K+zFXlXCbmc=RxmXK5N#7c!t*+fs0NKA*+CKCg1 zeg4AVr>|z#PuE9$;|r`|n%6zAeT}5NNZ!$g04x~-c?vM zwj>SZ7`x|k%VbLhHF~?S256&ct2rG=#)#3C8!KoY-|gdX0q=f(v`*oXtMS;iSo~l) zcHZoEbaa|*gXwC^@>NiX zM%_Igo&V|ozdqC4#;kF5$xvy|p!Z1%(9r$@&kS z05L=8VqjpXF}X|5r_Q?eEA9p86JNwh1EdY~r-G|%76OUXS?743jiLN(kXpkG>B8$dUQ zkntK745y`}q!g>^>Lw#Y%Mw~Q|Gj%(%Xt97q>c;-eqr+KBRREP>&*{1WPKIgU0tfd zCnqNWvVk<|@%MPT{DK0N;BstDk!ct-*CJ6k$BMl%PKP}7^wKW9)Jr)z&(QIrO9WQ| z{tUM*H!Zw={W<`5${ir)0DBu%{tStaA3ye>t0a3OZuA<65in}!NM5;mwZ-8LZ^Eg= zI?&K|=F%s=h9faJFf0L|pTg48LDF)RVyjn_VN<0W10bQu6CqKC?sI%-h^9mIHX%c> zh6>e^d4E=0#Qv18-k5YgGZ&Y7OzSl|A>XYwni*?b+oGEX*KtV0#`@l`Kb9#Zq^-@! z5Q#Q5GExuT6Yi#7YHbxSXBr*QQ&9N5^S5>5F=EFTLvbB3O6KeAA^aMK2H;~?O~PrD zQ>G3wK&wZ1Hga;I9-xHLc%TdLc;ip;a-IP7>NcrGbW~<$W|j!a%ZH)#k?xHu*C_g)n&GZE zqfw7IVXM*qey%N}!Z*8{?XN9Zt&s}P+1XVF8TA^pW2$I`0K;y*2Fu|Kj}^Q3J_rC* zK1-f!&};S>C3@sG&N4kZ^vJZ=7f$rDIgLd8E_CV$Ef5q0$&O-IqSe9cx?q6TYqOcK z#0478k{|ro7$Cq({)Po;uRL0tf%<1mcs3<9PU3=8^N|>E9s<#reMY@_R7t&k`|9J) z{2@@wMN+Lx^h``ll>Gf{8Jq)yR{-lO8Ek10(~|X5{r8qJQ#zlNBFZ)LgG0#q=}4|$ zyS9?&;o&iW{t1gD>OK6upN9z~^lay=O5NQzv9Wt&LS6lQv;_mOyp8YvyUeJ|zJ2=! zF)}WB()a8H1n(=vM#jcERdz!4<>$S?;@q5>7Pz9fJ3y!FTwFGWx05B4V3aUD{RXXD zR#6e~h!!~zXK!AIUv@qGA|$`zQ&v^Y>+iXI`LaoAwasv@QnryiKa>j<_3e4D-~(K* zx%o0+p~{~*a%vcaEYs^DB+NrXAR;27>>_cj7x}L%oPOkNU7-T?+Tb8HWnRHgX#M-I zsZ>&#{f4Ht;x(1#!s6oUUOZMo*u|;8+5_JSp_WL^u`Dr6o@(DPPsG$4S?8!gqxw zvU+U~oZq2?=&0%dujvvYAkPX{;LesLH!i4y?qU5Wqq7GCOpV0f;l zVdhZc{PbUmE*nydiC_m;M@?8tN)b3u4levBot}q?|Gm%G?KXpAE7F+cjLNXOlbg8K!EQgkb-pvS}AM$JWc=U6%I{*5!(<51@{k=T`ZyD-=5eAd@9nuPm&3Ef-AFfStVf-aKZL=B<*K=LxD=1m>9vtU` zj>(AL)uLA8w7`qqJl5l5v>OY%aUO?|uN~%UcL@H)HGk~t>Vo{;MMQvy$7DxVGzRpx<>%^o-ts^}$+PS;dpq36qss+Pqo`Yh zNIh6VHR4nOFMveU@%Cq54n6jc(V^3W(f@HO>ZPhGu8~Jjzo=!B3mH387k~f$N@Eq~ zqX4;^nK9U{C@$^|FW%kRkxt-{*>m`lWzIVunVQZh(iU{A+vQmzB4VzgxS2Ymz0G}y z$*gAzws$?hYnN;|4E&N|YrTT87*I;^@LshRc|k^*Um?!U!V~gX`Y(W%P?8(yGY3G0ODao8C-Fv;Xwby#$jLVfm>*4c`GltbE?P9s}FLr64h(!n~CJ1=z zavlIcYXGKv6GFMdZf+~z`oT`A;+m3z!e?1`Tlfk6k?~wI*2M5+j!aKW5$VuigZ<7O zjfUSd{wy08Vc}~5+%(AE;dj!~)16fyj#osc0<2GE2}3r(eL!K7-e(UJUa0V#Yd@`n zCzgE=&j2s(&8o%X)-G21qo;=- zUwY51e5%%PL}4!t)F{h^UWodbS;KwnNgo;HuTb`t*}P(YkQ0pU@#f7Nh$JOmU5VT^ z1%U&k_wGHi1XuKec9fT~%SV=={crZsGcg7a(wuL(zPzYIyG5Z502t=HQr3m?_Rh_l zeH{0M4nUQ%)n{p4!4GZF%{qd>X0A)t|8#d8Z3?x~sg6Cqa^yz-kPum=w<)>xe01&j z`#PaZ)Y_k&s`DFiY5fu2rt6e9B0SuFW0GGkbbj%3eK!A*$6om8lVEgkGWo?g=f!{h z-~30AWa4CEpJ$`3d23*1`S-*E ziHC-D6jHdjduZeLnjWTvrzWW?E04Q$yD9k_xDhv3=S`J;*n3@eoUcsAjSk||&J?OQQQ#;z*LGLu1Sq#b* zL_X2^S94l-nMD0%+RxaJ{8SWRY`D%PR6a_kypWk>&$ z?@VzW_&dsss1Buk5OVIVPrJ-kpZX|#O+%5?JRr}ysjy}qP8<%FZwbwS2TAzGeQ{A;TE}j8Hd2Rd8WDIg+2$_St2u+u$E97KQxs{cb0S;z;1h6Q;e^8ePa=?I8 znzyxe!3maiu{wv%__LZ=Y3gbdmRI2)VY?+57jX`5CTO;oCm~buBjBw)rkUCOh(50@ z_$rh4_{({mV^89KV6GnxEf!Rw+-#S1kz*L^72EPn?KxvZz3}{`;XvR~<6?AuSzh+Z1}AdtJecpfL{PWuKuv0E>$e#UHvFB`#>q2jrsG%E|)(`-@gY zQ&Bz|qbjH>^j#Zu^ zU;xvS6gVWjv8S?%01WxcNnEtsKZQ45ZmhNyHOB13t2@d0CD-`o(Gv#l;mx-nMb}(9 zKwfRcd)^x(J<78zG<0>M!is81ZLcnk1Fd~7(Tl$hkzHMr^Md`9wmSv;^kWut!c?-|2U1zU;3Btz6H$TSxZH!LO4i)%? z`Lh~dl=ScrFw!7w@eGFWHGpoiB!LhyDg})iO@+Z+>vpO$wg)Va{o3`rccw%O8A8v# z9rD@%mNxI>?BdcM5fT!D(Fd%zB%`82m5>g)FJlP+Ds0~SV)|2zqCfVjR_0JaBE7TAi>l zAf=*fM5Zj{1knir*5kM=2aIy!Fe$vzZx_R!U}I!k$gC59!~?I&_WRZag+=gQw9w=>PRHViin@=Gg*0+(Y9{H0==`xLkJ(?p7CLS zX4_HheK7kQMrAQt2*|SrWvGA8__&pJHcyeY^C+XUmF+~$eCyYR?iAbnlcn^~eCj1| z5GnWBY{JY%%Kh+o&Av?{S9)GHF;9|8^Z=ze$^kUn=%}O2Vp(}5g`i_26#3V)uxecX zaC39BvZ1FM_3HS&F=dkafrMu#9uBzQ=EeZHRI?uVgq7s^L`}tf!=GHruR@*PVQ8T% z>1dy!qCD4I4WSQBi|3v0xBOgO&n5%TkQ}PnxA4Uz2J=4EmMiN`C?TD2$oZZnh>D4k zSb|%nBT!?2Wqv>a4l)It4uzl(-^}I57ntos+mNSA{X?>rW9rG8W#!GT0p;Zg3f;j$ z3;Z3}ShuK<%nO=;+cIDdb>CL-^uTaab8^OlHSXHAYXis1P_8?oUMGp4Uu<5x3J{*z zZ|UWVOifHY?sPw-F8Tqbk%O4n2M&W$VqnuS3eLgyJlyVujfvVJ zS-+6bPx(mk0vwq6 zGmq-h{T7;M6X-f#_ah?}_LGmN-(JoprGnW3wWE@{dhEd&NH9cy!x(n+DxgU2tfLlD zj-x*$dMFny_I1{*p!e{YDdqV*J~oD|$%$(Vz8egfxiXDc!6`shSSNpe3zw5mBu<7> z2&$^Ui}TrZW1?azB3t7;Ek3k`>N=z3sdXt75mLF*-10sz6Y`rKP8ZyDS~g{SAms1& ziAzWj_5CWLvIcyPJ|U+@ue{c%Qq#wAhtndI+BzwtfJgTTG9KV(!tuzGdNxNrXtDCX zL#nVo0+_wS0k^W8CSKG?)${{`v0Q)-ZWJ>po<_JhI8?P7oL5z~uxkur?Nvaghhu{P zn>6UI>bPT}QM;}?vK>&7Y45%`%=jSl zC(*dW8e22Nq&xxKEK2O4eae%s8+29>drit&I-;$o=L_8hs98}!p7pL&K)(e}8Wz?d z(PIE}E+!_hR;Wk#|4Yc;4_He{Ow?9aA08jqmY4qm$cMXg%@^QgXZ>N!Bb$6R|I~)r zxc$D$xo%vO?D54b_74e5IFPUpl{dia^>P77F$%)G6_-zef7)U!X zG!A|Q?n>yac+z|*j~+mIvr+?;My|R=nQ1pUu&{hWcg;<1_bd3We~C}E-rU{>5bS3` zYsV1!i}OC)f6gVV%bnZlaq{lO1vCLJ4T#fZMh>X<%&pfowaBKp_d+a)OmIj-bB%ji5HR;v3f^mhDnp>wR~ixONp9J(ov@7>o#fleqC0C!Ib;4={E5pd z=x<;&wyxQIuCJdMUhPd6gRIHn-wB~$bRs-^t!l4&=OC z=#4J7tvLyI_v#TV0pHU))CaBLq}DBHUJdXeDTGLWU<9fWP)K;T0Br!wXjtcSezgCS z&!5u4i7D@*?PP6wIfi8N3$64e{DGgx!Ma*?b6bkXQt-p+jP-RJ5TZjV3gI0(9YlIg zPOIlRJj=&VaBKi-e^34nVEOys5d$BhP@@C36n}P7!R1KzhwjH<=u4zjg$K=QePhnz zPOv8Wdea7rwBpASbc(MRMkOaV*vB>-5Lr)w0Z2YEOfD>Ze+<3>F71x^it)`A-azygMDQ)A&h531R5BfqDS&CL@!#Dqi`3C2V;)8JjP6N|dW@oo| zmX!!`nr3-CcqXNMu;i7R^FdrbZ928>Vv{^zA_xXD|%%%!XW_l1!$lw`w*!A zbNFE&3dM+XPN#({2zwri3A7l-U|Uo!v~^;xDCmiXv&c*--T#ENl7g{-6HJbEF>l(F z6(ffKS)#01`tde0GIE{(3ZgX;SBAyYazZibb#pMWIA30zPlPOG{=otaMrN12Ph2^! zbD=nYsxzV^axppaIpHRDTr9Sx_pOuW#JA)Q=3rSJZv82wVt?Z&U@Y3rUAA!ywEbU~DU%;5mLQ1|XRtGvPet>gU;Z))?EurNF&)6V$J z6B88;4el5jH%SqXA6U{oFdq}GX8ninaYRVVHk+9JBc6U|YKarK0)`m;;Iz!ZZ-VK;(Kf2aM zarng7EYkv+?~#{NAUT*;VememcF#UA&EQw_pS*9Z`m|~GYUDCIxT5K=31#Z?k!f2V z*lA0zANvuC7(cFi`zA{C-jy4=3isx+xE}3y{Br9)x+Uhz?F0rI+V`9qQ&vh+kDTPX zcRuq^LEE>iN3%DggFU)i%70$yel1-z@N*FtRcgK`*HdU`>zDOfSynd0K)`jIX==uI5hO}ooXKV0D)c-*{aJe~R2x`(Mat8& zw!l*gbp2Hl63yD~58lNyjiasVRtpR6bYh*H9&H4MmgVPLec5kL8jnqd$u?m5Jbb_| zNADAW#e*Y$Fh3Z6%c2|ishKO48P9}ya%WCEm`HrG5H{B|z13~&=W=2t2zXwfWxewP z`3b-)e-h&(c^1>JQuLNF8-A88o>dD8G+@)I_HNFT>}kH!45mfF!+d@|-p*slj#5Md zL%UDG$WW>KlP$LW57ijnWf8xw+^)mb&Blh}?O?=UgGhg?t(Yt~-+a$|VHY*Fb)brF zsXQZI%729>vM7{)mdXJJd^A*1;I-BH6`C8?($EEFNoZN1kHGuu=B-=kbqh5$!phv7 z-lYRi_Pp$7P4{V^y*V+7#-nP1qvTqSRe3)~&S<3qAIp6$rXtTc)y;q{4BK+QR4`(I z3ZIEOfH+nyQq4O%K5vu4;PfT(_89Xo+oGwF(Ndlw5V$`UkmHGpe;ocjo$Dnqix}SV zfq|!zpeWHvmixv>Pj9t0Ts%`PJKGYfSL0+3=s;H%3|#%llBQMy4>_pKKo8J~u!mZP zNw1)kNAa;S?Bsj^^}n0lmmyux;5`Ob)~(TUOU#BcKnh&N7=Xx}17Jrv+51rOBy0wc z8Lu#-8Afp4S>1~2aDMBd6N^NPw!goPB~giCu6 z&1F7loh@katj~yoOJz=%l0MHzN}T@JW=8<_spR94kdQolD6StDAd}1&r`v1Au}ZT9 z3so^WbEUl*CTy1(dICqiv#r3EDQ&bTaOM7su(lQJ9;DN>EjIhNX;OHI+mc1FLz!C>X_`gE{e$A2L`!~%dP2!WKBORr2r2+d(>xu+cLWtqm3yT+~KZ?c?HblI-nVFp2jP z-74BXBXrm;2j&$1!49y8WB+DBygv&dq=VHUt^8y|00c°52D;-mGdcOik-BH>)`sB%KCXnQuCjE_WlwQHAC8G1M#n^k_;ij4B| z=%|B(1JEmSgQ5ifOmYqWl(;S*53r>^{9^X#5hgA#t2M(oWP|2Qwv;ytYRrxCJil*L zf{6;`dI7lORqy`KdG)^raf6I=*w(69L5YgF>}Xg?HL7o7l6X`_e+$*a!o1Psq6K3WRTk5mQYu(%> zuW~ijt5PUxZEv4)q8jg#Mr!UqC>74P94S}iNH&%9Zy$0#$C~a){LE?HQSyRFXKf>n z12xjDwl*#4SoJ>5a5XV7Qer8?J#7~uSj@lHXR^<9Hn8sj%8q^|Vx=~W%;CBI^Rf!< zc5XA40_{OcPOX$d(#Ulq@%SHw|1e+dVhTS8`SU-{cP-7#s3p9rqixtHU;0q;bMo^? zP$`;@=D(1HTxGAX;zCP*HpM8?tP$X9I#o{d)ksYThvI>tQ48reyG_r1?mS>L{dOme z1gRTY!jZ;e+}J{4v+N}+F6*IpAQq+0Z2C<$ypV!7PQ-iJFw4c~d)uOJB&yw346#YY z9joK5X=s?j;xvZ|bJy5Aq!!+SSo~}QFNC6K;q|DVNDId2zi!QCo_*Q}^pn)R2sTkF zV8|bC8;Cl*pUv7F4WM9epqJSScm!389&iA^pc~D_oL8=+0xAtEEMFxU-`>44fjS1P z1&-~zq~lnULMW=?R~ecIvlo@BR&R3n7ZOuLi=}DVRZ#Fu*{5qDsSW0SD1Jwz&wXg# z9E~3%e0S{ig7doLqi0>8U8{`Dk>T+dFqBol7!~7XS*f8IlElk?*UZ>THs|_BiGh>X zIsGMvqNXwH1Re3+k34F7wx=wtTb1oL_afe_Uq6gqDu_#Ry`RFVUD~|KN@q*2Mo3wq zi6`lrr`ZiDd6!sUEDO(|23GHELsgjLShf4@nI9)KS+>a6X}m>r*tF5~nJ{;1X-rR$ zJed*BV+y^HdUA|Dp_C2FI~rPSP8K;N(lY zRcZB}6(r-qa!o4FXlMK;pOQ~c;w7?e^3&4Z(Rjs1Sx*z_C@JY%G-Y?HJ-LBvQaCly z*AhHtR1_)3xtw-zb}Y(m%A*lU`$}K0bF#CsWjM9ak_T+a4nFB;?4My+HNq}KA z+i;M}zHSjc-I|HDIcigygk_b%ICG71>Kxu2)IN;so5-URpd3-Y95QhxJ?p;*c-}>R z;d*RQnISiNeRxsIe#3kNPc2ipreo)mmfcE|a#Xj;iXL(sefL}EtLzUAeqb0kN;(nt|{88(s)bIO3dAAo@h$+5)q1yRKZ!!A;zPb%`LKYL$t zQ-L(iIc%6qnEk3WW`ujUF6ZJx>Y?mzU@F8g(J->D4~9m%1JPBA99oVt?$tL}#+D$n*!5gq3Mnt&6>X*~zKfl$<2rdpl1Y5qiH6)E%x8Zlu>WQKvtarJUcr~?E%VO@uC+*9l@yNyY-(Aa7?h=iIzIof)9Fgf=KP1JLZZXSj zkA78SMf6~|4$r;xQk0UYUDS(D0wF4HN+^6rzY`{X6j8)z=MS5`xJk;_r&NGEFi_;4 z&g14g@tF$j9Jw+IXOK94nUEe4mEF4%5l(lI&$XE_NUQVYbJosXx5=V}-pb@8p4$ukHb1T_c-f?~mn$PeRnxE-pkC^4)$M&@ zA@!)=YEgux)&rgB`-5ASR%{r~oj7lmo{zZLcGq_OZdKgq5#1ZIJ{X{VUuH3AmEPGE z@!}R-V~b;_O5y&cr(LPlpaqACu}(W|mDBSl(ZToqbLS1nk>nxQaVeHP3YZaBo2|L7 zg;c=R7aop_F>{l+|9)RmT>Mhj;An5%y24K-Bnj<-%a|eD-5pdbic8`iseHaxez>&$ zyQDn#Ta`I;`0e+P?9_FsgEO-v!i&ql#w5BlM(O#N7lf>)*S`GSl4`$Frobt=eIAc{ zh-^LQ%qx$9{6g4$+Tm@=UcH#CQFvfcVPS8a(l7bCa71qnyVdVDbLW+N{5zjyj31?i zeA`$kRd=O$1TzM2Pp=qbp9DLX3uq6htv0f#`lu?{5!{-E4?XTqbbSXf{WJq9&0$;f zCUozqP#c^Jkk9G|0k(2RV82Igyc$j9Hd^U;Ao7z&QBvq8~UiFEeBVMcmBya$6i%Y5-ocR^gVd~@W_RViladByBN-=%z(I|x&8;R-e1kP-}K2B&ig{N|)-P&h{ z=CZEVVfX7zLIK5; z!t3(PA&i``p1;ZaECsy)0#2K!y!dneWhP2sN`LYZRPMwG{RXqHQ5{BB9_;ntjz%iO z{lzQ75~kK+!AqcgNFI0(0q8Xa@1}bQ3ta?dAm5<`h_QE%zdd?H_O&u+|Ci%yDU!82 zN3>rZpOf>-8tNHI!(^lKVKS$wI7+K&MBEp-f0YS0YnWj>ipM zWxLv4mCqmlO?djx^9S9FfYewqW@RO%1|@BxSU(D*rr==@`GS&FHWCTD#s{FmGFJ!g4M_hgkA# zdrZBUdZY3h%XpXTeGeK*i9lSg+I+2hN0q}g;E3Zlr)Lq1t5?S>byZbUH5!7Md%Urv zs$DRuz3^p2IU=*xj52c7zN@TIO(yG_V-k}j;w~~R zz?@3cpP!8b*j36oKCUEJ6F@7zuG zp)?IO*!ueV zc98%m1DoC-QsK02wTG=;jPM{e95+_IQ`==cT3Z*c&H7^s@NUSnW>a-!eh&6DYM?vrLYU`@8L`nGN@bd zyB|3v_Br~FVl7FR8V}E%*ayKCvsIz1kw%$Rno$84q3(X+62S2H{$&?Q^gSkYPX4!Wva zx14zp=ve;1O`oP7_I&+vw%kj=qTXQJUb%HT~P*;+#ipgF2QZ%!5?Gd#2jt~CPk^(Ib zNq-mJ57A>|y8={S2iUp0s~eUmrf;tjl{|<_&|qr~^i#XYr_3e5=0?sbrtL1U`10WPwaAMqrfEuZ;k;3ruz8AbPypawJ#16AMVWwYjf z*eq|j5i}CtI%jZ&?(gH_v9Xo8h1kwBWwdXVO?f?%S-zUci3wzNLeww(kdmFR#`?)A$^W%=g zuZFee2Rb^mv(An_@(K!37eU3ErQpIelPeCeM6MPvf^(YCpSaIxS~vO)Pc=g8fwD3k zd84!>t}vVmW>TA(_m7vu0!ahzB$ z51=`piD1#&cjQCl375!pITZ7=-oVkXT^?HSf51bvxU{T7LY9*7OaT)fUc~58@Eq{0 z8y@nH!F6ziG8PORoSb&xs&VO6LtN3=3sN`7w))ls#%UvMO54aRu9{WL=-p-F(YFg3 zr3+P5W#UhcCk=L)=0H{N1523bc6dKvcnA$vN(d=XB7`#1WXo5o&5EAn%(+_r{D(*()z#5CU_h_en>ER z8eAde@ey=@v_*kLsZPrGr6?n$Cq9rUw$S%To!fYW*Z%LuD3T3zK9ya-q|e<`x<4sS zQCgeGlK|)aT#s3v>EsqE`QYAd(PGl#tHc&S{)CxciY1uMKkECyUF4Qg`!uvE8yI?( z#>;piHwUNg=RRrnX&!2`R1qev$9>T0Ex)8X3V3R_TdvKf!8jrfT3gtH&Og?o}sute;5D}+3Lf>tYvb~tB_cN@e zcJ|;sPvLRuVPBIi!s-U$*O!jJWhq3Mr4nu)U^ z&*J0fZ<)V;i-n~b%MksM*)+?SLJ5-q8A_QNum zQarlcHX>&AA?Ay#q#$oJxF@$;Dpu3p;E~gjJG#ki3I}0F?f8h>>rL^IrD;EU2O7k0 z6VxoW*AI=q28ZeTWj8nO>`ic9bBt~%&lkZ3qUbcrc>((tFIaP!uxjE^9DpqGT( zTWjil@wiHRf0+C{raE6TDNGfUCYQ+$YNw<{4DONHG5FS zzK2@}tD?hH+J1}qnwN`bjmDyrqbJ@?ycXf@E$zJ_>itRA^cUNg9+*DK%M;T!!JSQv znSZYfn*P4#vcOmg*#Pz|xn*YE>NqMCS~2lYDc92^21MZ{(8IRf!I z$BO|yFwq!DVY4rUJcU}WeV&j~?nspI&flGG{6UozfAu-__nVGB0^$$$?9Bn-@*k#K zxt+Z|%(wf3YyVCM2PWp-ki(jDh|sp(szd=9)kf@LH=tS`s~P^P0GMC0ESSH4#?tcW zzX_~*ArJ?2At9g#^y_(#P69k34?w^G%%T#+c}TM<#JU(x5c-KHv1YMZ99n0)fw0VEY2tGF-I{Pj_?%ol%208X*yeKMd(J)z4ve3*w+;|F8M+zerT& z9-CyONilQ!%=pUDaz1DMAC&i*GrD(HWH3-^1MNZ#RZtL;_t3<|q-u|?Ft+!wk^M%u zO6AUL8o|ZuAxSkmF1K~%i#0e`Z+K9hB6|S*#KOYPuALDIv^A8PrKRQb=QrOP1r!6! z6grW2<2n`ybaZvai_oBl4qv@*co1-cEdSEc*%;b1flx5%7R)bc-Qo^p)WqZtM$!6q zlg9D95*A)sM%PXPPT^GmcYFw5gPBr`-PF?ARaHRH9b8ZaEI}Vpto}CM#o?8{GGOZT zujFU|I2m5|12u!%Aj%u1Y@Nd|M_&ptbIM)Dy7@q<}m{pNr$ksDAzKF6}s0#&Q6 zj5*8Q7RpK(xCcB6$GUn+N}db8%7pIk8XN1(1N899k_h&>Afildtm9xV3uD{kWb0#&=$ykHnam)+qa5}mX=fP z%afJ%;i3*}AM4teQ5Of|Td`G}#^!$*$!A{OYPR+XdjJ04zk$_G9tfi=V|GLs)a3!G z5N;sf1!;u|bvnAl&Q5uTLp4p!miqS~DJinoxpe;zWA)4#zX2o$E{oCwolRs%Ea-pF zwb#_LUV;3pqdCaY!Qm;E(xM|?q`$y9)sA5rhcXcjP4ATupE=6XP}%5^)Ji@6Im(+T zaTknVzEBCCZpiN!@rmy1YM|0)Yp4KfIV`CKniYFLO@23rFg)J*R#qkmERyVvgT=hE z(o*4#1iohhZqJW=>}K|wxN1KK{&%~*yIDmPd#EVL&(BH;1gtq`Q@evLvmi8{+F7m+ z!=&nIXl?si%>U1~p`up6SXo&uq&kspfh^QLL@+gPT2~6Vq zwcZmaqLJx_t9lGY`ifq2+%@GQ*H#j=H^2Wv;QF!^g*awU+;we(WX6fuK~V0;ybJ zaROGPfz{R3E{x0g8lin_eSLmmA+!yekhUHGDsi3_DgI&Ya|7@@e{K~?1n__&8S(ge zwF5)~(0N1;tNQU_4?=1xA-xe3?d{uT6=o#+YZ8f?^b z^I8r74W35A?@MHoZ>aCtp!4s|1|nb3BZ5c7LQUwAr%DZHL=84-ehOz?&9eichuW{2 zk6&xWCjla0e`pI(?Bsb~AQgIJM1+-9y1m--urx%6wC2ZXDm@Or8IxJPS0n|kv1asl z7v<>aPF(VLPsv7Seo4pzHY}vP(q>%TH3yyoFbXQZ!^A5qE9;R)nn%ZNXoa#}ARr*n z;Go6?|Qh| z+}+&HyX)x!X@i#G@rNV@N9cL(Jh8rgUsLt@xKN18h21A=>;zJm=&>63`NZ9&zh`g(pJ**?x=8Z;1oS5KYmY= z{N<@16^F)6@d1GURyqHpnxAPjq+?|&ovq_#82c2hTHPA!7mm{Lz z@K68lo5FKO)X;k=Ko$&wt3`TBN_p-2Eo-UY#M`fR?etrouc}J`YYmMK4!THt6X1&j zRg(geUx>l@C}0C*dtZ9~=lz`F{V>H(JNAx}nM`ZXr~BW1VsBp*$juWTpDRooeU&9m z(5aS(kIX?!Yben9uOVT>g_khnXNd_5o192ET_w>~U4NJ9X-DqBc^DKpwFM7|K9KLI z7r5jO;3~e40XL?{Xsg_|znPXnH>M4rR)|Az`KehyJnRmFxuA6j*acDEd-nz!qg-@7 z)Hg;ka(JTugvQf&>LpLx^jk`PKvI0jGZYl)etK}$=u(?T7@B4)B-&}0#0pzJ&inok zA`RA3Ek~>IFGfzzjz)D?u1g)KvfZ}i0Q@0z*Bh~%>-`O>lMc-CH`4+|PA`qM#QNSB zp=1u-w@rTTxe1I!h{I(I`BLBJ{+RXy>4u1?a>to5`}L~@Ut*F@)`Pv@e}%mw2ADZx z$#i0yfqVq{FsLN|_ti#XBJM5%_AE2KM>U4FFJ_Jt6ribbTZ;M|i>iy}a^ zFE#B-etX>5)U=pKaf(@DxlzUIx-kXqjH1D8c{<3ZK;0u|a2AF@3(KIO;D0(T52?`s zru%z}tz_aF9#24mJ0jB?d*RI>J(!6q*d;~1gZ@=@9U@mVmpo8wR`$7EqeB0=i}Jfnv7BB)=SvmpFdxpRE>ACEPdm}UwbMFa7Gf7 zf4QE|?`#o&Xta8GR8Cj@h)C!FgnCgGhsUIgD=TSCm2MFj%+rpo0)Uz;zOs`75=?bQ zX=$V%tH9n7hYWjiwY{@BuM9>s{(_f^=aH9@`)G~p`UegLQ61H(^u4$0f7q@bX1>}hRbL3SG!!F2|FSj-+d z{>=b!H$3QnKuA1#H4(^|yKgUwX!*T`M`gAWk#r(&bbj%U_q}3S_=g9>a?qc0e)qq9 z$4^KMbcO(Olep!2a=iQK;xlFhw|40VnuRbXi$vv zHKNmN;c!N_M;F_8ql`Gi+U$L1RF5W)&yk&**3#1^%Y72g1Eb;9$;oGp~l3E7i1#V&W^K(txnJ8zVO&1CDT$`*`gjX*$rNq;LELC_J7pZgM4YrDt)a z(@-NHv2hXqqX0X4hF z?#Or)u}*|iLLGm4VMXX{8&NFVRX-zTzZUzz^k~#V_>N8`eh%pOi`#oYFz5I;P3rzj zi+~Rw$Qv_o?}Y%=L}||=y77+|W#C)hy!7;RW2@f;oS?oQ-C?XN#={emSULTS7UYND zYCLq$&`{CRGGDtvkmc(L*!`AdLs0qflKzu&ySxTOh#XI-hPms)_vPqO0_2Z}gb1h(TKSFCF+ekEj&VsE*y>bPyKv(kBp=-l0 zEz~`E>Zv@&Hq|!y(%bQ%8%8Eu6wK-`^{f+Endgd1Or|%g0-fv$Z91Zci%f#=T>v$w z{1RDc6spi=g0m$MeB0Dhf&BNd01{z~6U)OM1&J1#6!P|9pP@3F!~=?H0$K_RBRt3i z`x{s`1uXo1`x5u17V+XxEbZfW27Lar#`&{?2>U6;@lw!Z`x2IvqhtpPC%gwtm*v7`j!XJJ>u~u=^VBhuZUZ9fb{ZMaWERk||S#Tv`|0v`~Cfj_>&O}-Ud#h#3 z_y*{K?ha&s^EjD2u9r9hlv8)Z8##K3o~!N8KW|-PP6_$y`}v*kzr@#-8iltAm9JSF z<<}`*LEPsuDsQH3(EmYSnyM^MvK#lvnzNX^Vw{aLoYL*fuCQ>z_^OD`x;v%&s>$v= zGT#%m(NJuWSF$s7ILPEtxvMo?Q&L_yU|Eu=fg#}hGOQ?3cCX*^U{>K|(B2uCV|;pV z&`RCHe$L-t{gw96L}6Gtp(Bh)SVt?7#2dtVMm^0R@5rrGs=95WM2DO%!`<0p84wh- zGe4qdk@p)|60rxIxvsiTpWeaN$>>8gos;pZA<|k+s-VJhv9WC^U;y+fEQbB0LOS&w zl*V#%MEkv0{@qqZ3f}c<#-StziQHB#Bpka}e6Gm(c)jSj_(Lwn+hc5U=posbY+}vS zTuw%Ev!$C?-)2IUHf+g#`Z3p8+Qg8>RDHD{L$C|Hd;#vMM1R7MTIl%&KwjS4pqjTr zyj@#5JJcJSBsT0uoUPiw2IY^#(eK~C;XAi?cIIYhZ;eOgT<%{37&P)2sQ|o3FI9cAHJE=l7y_q}5a1xTVO6BeC zwiAr-vR>KOmb%OlO>jK$xk)bmkrbt;?M&eP#9o_|-7iK+OkR5J%3Mw(L5=gO?xth; z?3H04IwSduCW;$$_XkH#J_ZDs7h-3+X$tWMSPB|r{oZBf6jhojk# zu8KZ^Lr)B@X)M8FfCaMN)>fG(PcRfSk7Q&5Or{0&>S4oP+X3z)m4_sJ-lV|&Z6;Gs ztK5gTn$oJPMH9EW1_m;$fWW)m*rS{-f0-{DQUT<@(EqbW+g6M=?;*|>f_lrk!il}p zd~ifRoeR%ay$q(swPhuum=@=_iHa50z6jEynkCGLi#n9U?WQ|{v6w>iK5i_9S|??o9RHasnfu z=U2qBVUcwz8Y9{Yhfr8td`tyAbjL{Jfw-w~@I+3IPa6U-XN6>F6jLC~!_gt8fA7`~ zabpUHA06Vb8mo#YV-;$QrbNGJ`8)ISysc_?n>#{YFEB1iujz>m=fo4a)x9ASACC{s z$l}pl{VxCcUYDU^kr~iPv`!$+za>#+KO6M54CEH#kdXMI#m3?`KVGZd3WpX|QW2L92tiu`-6O*Z z);scS>+rHI%d%bslZG)zv~U@l&AiIoRJEb=TX+6l(qKj}?TwtsVqU~zhrZ6^VHlTL zMVI7ly9f?hYMz2$1A4XxI88Eke1G-lcU{XDI9j7PPmn1 zkWT!>cYh%<`lMm+wb&LZ7H&}at?o$!S2yk91KI5_m z{^r~L`B(3~ObREV5#YFedm8lj`g3*Knwv4ZB7yDgz{eEH`wb4PF{KH4Kb=lHsY&dv zhGfNtexGhWA;2(&rqN#XF}rG;9t^zgO@h3u;vVG&tD&*CZ${_rOej`j!$_zl-HDG5 zcIeDy=o;fXt^Y2&II@}*%4gM|X_HMC&ogw=z3`o2)bKWT$}qTU>>YuX=Lc7qzG>zD zRSIOz6*VUg$4?g-Fzt(Kx98M!>fcFYUVpg8-)b9G5#OIbHl&O4@(lFrIn|`Q-=9n} zSh_d(dDUaEV|1a)>8(zbv*WMtTbB{I$H6zO$|_wqjq%Hc@L7XNY==RX6Bnk+Pid~A zGKBW`?$V&a1%9=|HIGz9b;qKKnS5@)w@mLAjMk=nm`D2BzVv zl)-K_sJ}ed!ngVN8lTXQmEbu|T8fHY^*1i!)PV)Q^Kq#}$RcbrltfSB*)z=%X%Q{F z2d@R#NpSXC*FaVS(iYM^kWa6?AG)RGei`;kqNwX#US3`yAGD>E#O9+(9i{;xNXP!hdS!yn~C&J(E+V`pOT`6fogqSac+p#>|AfaS8n)V8X}y zKl@42-rwp?SIktLDcXx`ByqpDe0T8|hgf7dFDv{7|5~rOj2cR>+$xf6Paps3h5rrG zQhK@I+fGtT^?zueNwR+^^=JOQ^qYD4!4mJAS#UiTOokok9qN%yicR$~$GOJydrru~cVoq6B4ooy}bs#-EFS?~S% zLXX(pc#v0VcHK1?l|S=VuxGrTwbgcae4y85smj1+)k}Nf4bwYufmt3i`jdzRxbP~M zmjs-{?h_q2tea6s2dTwIjd5EYvYtL+2U#Z{-0{0{RN*|uai0fc@k&)CdUQ=M6!&QH zXgJb4ta{0mg-#l)bpqSXdG;Wt*4a%*GJfj^mH-AeG=HX)j(B zg_EG{gxpu2Nxbgt#~rSV!SN#`Pz$b^6?fc!eN{_Dn{e~<2}GM4^%?D?d7o^Imz-n=YTBfsVzfUm4&+VFufRGxhQ%j+?fI&w zvFW2@@40diB<^~;m8=^=l9pM~1~}oLV=Bse27(TZbGKcq_fPBWU}1@i zR`sgl^th@#)`os`?8imj(5{57(ZJyEWMd-RX^z~@u|KvH1>LIIQ<1$_gk)Qjn>We? zmum|9iN6HBEm zjU$l3pmRKO4df|L7mlWgY^x|y)WRmT*>VeA3C_09k#PEO&RoAvbbzkHS+-g%SR`ofe2Dj;z3i)iVYW`l zcV6%M55HPq?s{VynY_88zw3ot|&E^mWa5 z&DbtF@77o>NLdFJFUr!ACHK!{JAS}QAO!hQ>O;A7DBjxo&QsyKBoSL?Q?!D-V$jzY zS)>lQoTKME$wY4Z>(fC5C`Kwr%TAJ?0{Q1}1aHU@3 z)H_&8g;c@ayi3_>>~p32Hn#I>_Q7RGFtDRn2bq;;lq=w@>zxD&aAO1i2b5v)o zKFaltp!n-$gO#qYe#KCOSxIUW3WbF>0ZtW}m^KU^ zpRI~}#lkQn7U~9_tv~v&M`yL-l9&yVYah^zb31cA=?YJtgJ2iuPSUBoFk)rviZli~ zH{wlPLI)rfj1!ZCcIRo2=NA<|ZKF%vE#LQmDwuN7kLle|=Dz>Ff@ska^}Z--VPEfg zad0@X941tfpLb`mpIbn{X{tHIO;RlzDsGgY03)818_NVbXjb*nB5a7@Yy2`KMZm}h zw=S@f+aVhQ#R#0(pOL1h58TL0d!jhhPl=@~Vsf-`Nw-C<2Mbf7OL-Bhx8=c(jVuKc zt0$P{-q+wJqnZC40VXY!t*(1(^(5N^Ko;X9oIfT{@11 z9F{+s9M8L_$6d%{LYXtqQDLi-tfaj73$1)Z*6yVZ!tC>-=uLuIvIhq<9W5_`8TF6-fwi&-R*i!vQNf`j% zVJ68iUA(VS+DBeqUch7(C^9&Hu*g{0KT!d}Z0Peq9nxNPDoeY@sFnY6Jhx04`kWE-KFM z--pG@^x6r=03&%;Z0=DYWy}Tq%mKtoYv!v~YkLmo5w#Ms==>A8W$Vx+P_eco=7r7$ zY6dV~avd;GAD#wP%$=w`P$F=iae>SC71som&!JuIsM-3ux+4o%!~PJ|-Me@Bh=GS} z0=oqS=4#xwyX(Nj4V}w}0DJE^Iz}RyZ~?(WN$`M;ePPs-q4*WF6p9;OGSA@+zRQBH z@=QzyOMr^&7}x`}pVbU?@)Z>Vk(Qz0H=c>H2&OskKBGpj8J|0U=?>C^bPL|f@r*Aa ziP!F^Gc9+56XP5dfu3c(P(?0pz=5u8J8tQJ5sNQw(zQ$&=X@0vkWRfL`YumrAZUp0eC7K%x+sTHY0e>*(2xz3-AF8^#xi2^|cROQ~kX&N`tFaEn z2z%p>U;+}O2US!~AK(>`UzW7=lN5Zg?${tgqtxH{N0_ZiHWi}@RnvSr`0wHPMJBD( zHXP@8tcQxF+kk$2jRoR6dK8=5xV<(V9vcceL`^mG_vI7CbKEOj){_-FI-g)NPi9a4 z-Vb@mvAs&^LFW;66zpwT|7of^raruFEL{trW0^C!F!EEBkZHPF4arbJ=s?g#k)uUI zGY|)zN!&UZDQWm^-{Bx$XsBTCTn?H6X%CY#jJ2g$*f}_Qqkp+BV&yR~&)=ZdhK5om zp1@u8>~V%rSA5d8?KCvXv7h}3@rb}fGuu!Xc<>-x8hv3UZsy?jCpm8C zU#1Z#cGwzQ8As9GxM3}9ww^hf)+vn5T3mAwxnu!aEdc7j2R<%NqjTa!S|(|2Z+m->yadJ6g_Ua|yzQLGz^6JR zj9~~(;wQkX;*Xab+7)X$w`F%2&7SpCEHtsk+e>Q$PHlGV8_|%r|2JU#B@%eT81+6R zsY0Vb`KafW5=m1LnLBnC8n|!aU*!m0v+QgK8!H~f;+Ba$2W)FA+b6(DlZfqGfl&QFYW<)umnF1(RQ>hL6U93 zyx8-xD$tR?&DT$rLZ2&O8gb?IpnaEzd2J$vXcVP7)1e)EwD>1i)W?Ix;292aq+67-sOH0d24qUbn?>ih; zG}{lpv7Qj*F#0W2eG{|Ew}z>Kb9!4SVJ0tW@lH&9{PF-ijM=cH>1wlKuwM1lj+rIf zehf-FV;c!#?oOZlo;zd_0*j#3iQ2zeI2jGYDX~X1p#d;Wn$p^Lb?8JSE zSNOF4`!b|dbq%lKZrhAx+1!|h4fAP68_h&DP-f)V@xp9k?ps>gl$*b-9W5>sM5g$Q{k*xT|2UZD0S|mkq1w%Z8 zvCe^`%Z=C%57}LEvsdzXNwG(`Bu>Sz5gU!{kV7}t) zBQOmxhjws9Npb^ExReyekLU*zC^c-9EA`iN1Ld|~(f53%F(A$7&goXiKu^D9N1ZRw z;1aCPp^hpV>9hINA4OtyGZkCN$wXMOOE&yF1Hb zLSwf-%#UktWuCbu;V!^<3b4)DZf2STsNx)I`F2`NU2N<%&ZA$xB-fEpSS%e)-?5u& zzMuD;SR4@u3PfleKihd3%u%e{%v*wIh8U0Reg78~{8kg2MWp}MwF+n|I5U4l`ChX;##w`myiM^4~V z?;edesi~?OCH4VR5~n1IAEB-N6S4=a=?Xw-wYRqeX|4DLm(`tIohs0mD~0qI0{rs@ zDk>_x$!@IWVBs|8i{y{$e=9op5Lu-i>BJ97*Ws6^G~oAy^M`lxO>jWU;v21!u~=9dtEt+2d>0-_QPhVIA3BHsD4|>R==&9e0(o|eFyg@Pe_`B z%t0UNM$gi(AHK$lM)Tf)ye>3@8XfeEB1i|jASEqn0k%#m4rKS7mIiLcrPRSqk^cGCgwDx@W9z$BaJ00ir`o%tTAAeP&=8#n)rtKgWjo{H7I(oJ5A*N6d z08n>o7RFj_75q6<8dIOkNKxh`;YxiyKl_MSe2(wfANZDow$En} z`2PK;ylohBti;-p8*{_34=RiB*N+}QmI;HM{C=9dCZ8Z`b~Y#-BB{`V z_s*b60{?B_rJ<6x+zOa-p<};3{%99&8tOLrQBc(VhOk414!wVOh%+Nr8oM*1#WE*gF1DQs#3nmFjRlSv0w%rizF?WE-v3C zonwVCLC$+|V3d)czfW-=$|eErX_4(}EhtGR#~MNWX@noPzD2k5lV1d4Ad{+$_i8Ar zgDMyhaVd=G3+6vRP^ZnnXikhB56!s%j|ZoN-^_C}4mC_<@$eE%{&=;58C>2ykY3l3 zU|^73+=Z1j2fFUy54_JF`!JE)LT{!M|DZac5C~K^vk2&W9+DMX27st9gD$`zJGCh8 z+Kq$z6U?8#r0$ve8R!p`}WmV*H4>i z?s!Wt9X+z*YeIG@A0Eb9_%raD`v|}RFp{$4n0Z`n3ueqs-_^jqKzq8kB?AxJIPPu) z-uTi%Y|>?-u8kU5<9<^AqaYms1`dLRC}?Cm8SdOCa>FDc((0f-6lHH-ll!~k>@n)> zaaAiGNXOp%UG6QQUiX~w-Y7{T7N({c4EdESzg>*oPjJVfu5hT+Z#zBx2-2j}fzXNI z|1_kjO19;`TGQWKy;b0$A==OzT3dpMPRjpmhtK@HoEa7vf0cFCjGh)Yvc97^W4b`c3DcE5e&l?+#Xtx-jE+Z@6O4F-3 z{(E|AYQViq)&jtbl^6FZx32v|^f_re_|j`O6?OHv3w8)MwL4S)%9TK-b>9&VtocGS z_0By0{=F|)1~z1uEl7<=De$_Pdbj(`J^khF-gkY!u|H<5 znKgH@pqsv3x4OD+)j4~geNLx@)RNG={1jRTex-{6AS}|dpg4SezF)lsLc8*_PBPX3 zh^<&rKGxgj>89EDn+|&Yp8k+JL%@p73XoY3>kpsN{r6g+Fa{QSeep?RBHARp@cGy= z>5~&uo^|nJC6t>A1yJ2vQ9w#cs#rd%sqXJIcQFSb3UVH(Oxr&{Ev89S1c-@yI=&JH z$jivEe8~g>iXt27!B~82>6^w1samfnMfCcSv0mPzbpTDeE>F&a2MivUWDl4sKv0t@ z2h<>}8DkTYfpBG=X5zH_;YOR|XDy&>Lt$}`=n_){1S?Dn%S|~ItZ|IrG6L9AQAlP# zgI@a~!4hx>uB(Tft-Q`3H`y$NvjDNVrtkm)c2cSj>?J@D4m^;)HW#xWme6ObxfKAq zj+-G|CpsrxEcrHo$qw_+LIlRp^-?>6jK&gF#*jZhw+RTsy^kw2>pn|K*QMME09or) zjO>^=UVVmGSXt*@ejI&mV>?z`eq2-ykBw#T!otMNK$BZ$k1)U+I&q3g1^mrea<3@% zDY7*+pdPDMhgZYr;?IExqq=~-xH#$-=;r?2aJjSaM+mUTx^hfQbv~s4wq486)=_2C z#*81J1lDPpsX_2n^#j%;t%tL=^UPj=@NSd%j>@kXxPbnJqQ6c!iEUDgV)~fy3lJJ0 z8?ixn?|JD0xW#1vx`$r+51R{hT~Q&oIB=!o;R&R1Gdl*-!plXFTjT^)1jy&L19~q} z$?Lk#-|9)ATXjP-y<_7IIe{UX90vfdbet`LqMS6e{ye+1Ve;h=C@m!6i(hnL*cf?Z zpzwTa(zO7%+XwoP09I($2vlLQ$|tvoiD~Tb7p-#z;!TS8fR*xXSLw>tS|AhD_4J2k zh~5RQl`l@?9gReLy>Lcg9SXh?uLjry|7Z#gH(CBk=g?bjY6L(>;NjyOH+1(bfCb8x zBWv>f{V0O!-y;fZYnjuZ@O*AsG_xis@PU{Tsz+0_`c57V;hKY=t^@YoWvp^jXJ0Y_ zsCQNK>mU)hihKgpMul0cM(XPuKzhcSPaw%n0d+HHfw=_S5@+O@AOMLpl>Q4RMPv`k z>fa^7WrEfjTCZfMxVP7V&=WLs07lr5yZgr7n=Nt;CISelB(Gh-oINoxFb=t01N5kE z59`o{CQN}of=%%q^{(6nuJQv`3O=QH1hDO7Rsy~m+m|lczy;6>;NIVto@mar2D;2L zB!XNE&H%&VRQJ=9n&~8zZ65fST_){Q=t(xAu`*|lY0UP&9=0@KJe5$8Js4Zs1};!+ z^ASEQA^@1>LdomjnhJSJmJNVl`MSF?x<^L|sOmN=P`QL&zwYwZ`Fy+fw@)Cl@Qf1> z4a4Is=Wo5M))B2+ZlL5!@(VMZmc9+y{$1tz&A*Q8tQ4bj)!&6=t1yoL z3Qpgywbl`^0F9H1B;`onyE?qhEzRL}Idhv5dzCq>1%q#}0%Ht}4b4d{@<9b8{nBDW zv>1pa)bNSDB+`mW9ua8$BpyAi1%YY)cr$N=%omIkW{Vy-d)-`{3S2xq%QtA^lG&oKgLqr5uOyCTC!7RT3JJSg6bO2$t`sCezoa4lO#+b+{sKmZ4~~oaRUM_On+qL zCS>`3`?l!pTIJClxbf(-anA5JpE_7$TN{s@#s=dTLlYyTUOkKB?QNlBo-DzUqvCeJ zOERZjq!R+_v}KxQWoAYW6r{?yAcgh)j*pH0$ zlo&;R3}CBI&UyLxblC|0+?XAW{P?7`zOf-*sN^m9-Ug?Y8`!z<(_CWgo5-~{r9*@b zeh*5iN~2zG_}!hGiUm6^M>YoqGCob(Gg9e48X;2}lMGpEM_H12ARx21H!z~=;NZZ` zcl<~GD82Bq4SUka;ewdFVx@LqV_`?|p$9L0jkT|@ZkkJ@bB9tG6dxPgccBI#S#5@_ zw7K*Uce(TPmqSHUSI3Avr-hxJf(=leQF;zYB*k>??*9IZU0iguMZSA#XRsU}H#ax+ zqMNU8j`a7v%M1#VljWmLxhd1*wg*MiDc-cPFKBT1;v81XCID?UTpjC7%57C073AyL zT6OUI^)H?T<}c!8>hA77oRKp1uM>_H{v4>uB}i14e%8Uv4{icovC;x;i?J zMD4;vjZek9pmbfYEu?%V?zA&OuZ`o0(VEmL+17wMY*uQ*&o3R6mzztHAUU7f^@7}L zBPWCs)(7sbB*ngH=4!#8B5k>Sch|W27oS-X^ZU2jGBLPHTBus$@ZjKJ`=uhY6Hu9& z1AYA0FHSaKAjg$rwgJU!v1k^XO3rwwC{Tlo^oC0)3%BJiZG~LJQ$>M2Yo1taer?Ui z*?G6abUg0<{(d5VV?)n*IIAsW&fTv!m*XtH-ui5KVP%E-NcrBomO%l%e$AddY1+5> z1U)Bj3W|@Bk&%PrVDD^u+pz0_YX8dr$L}-1{~Q<)d+xVjwL-SFvEe+mv9&$2=L#bW za(8uIrW>1-Dw+@2_2CEVoErJ~tf?Ys9LW>3-lb#t`S{G$@~6|+xj8wZIs8+4Y3mkX zCV-TW?d`Prv}t3W90s*gk}b{68rs@Pqd;U5cww;X-Ni+`EIE*@lRIZ2;q04wzM>=< znv+!GT%b2#trUwsxdBd%yZd5R4ib-08qK7bpBTZ;<)vdcyjCMnrsJpv$lmC|>*waC zw)=alfd(rID9`I8)uYeq-O<^Z>HYzr3^ojJ2os~2UKf^^AKU2u@lpSDXMwu*$PV9e za`4u;0245FrPmd2*a62c6^mM+eUrcNUEwhs1orgp%I3{rM3 zrcMs_Hij;yL}rFI&ZZ3FmNvk@7{venOVrfZ-o%ta*3`}%xB?R^BReBMKN9?ZJL-{r z>bq=@KUDK3;F^1`O>l)qBnSoxLk~e39$-!8U_d&-(COf`yHrCmre$=>V=6Ug7J*?I zktL~Aq$aH+N>?OmMJyJ9A*HnDqW3LNV<=C0ov$xrJKH%_;x(Tx-MQG@s}+C@f0X~Y z_C)#r>xi2V3!5D5;`S3By~bwQx04qJT@nH`V{(=EedJ}8y?k!+*&hNt>cQ)z{M|cS z%lY3d=BXVmr)KXfDr}TZfbvpkl^U|ft2ucXPe{$(Whv=WQo_7t^=mf}>t57mRjo(o zuDtM>hST~&gR@E z8~)c^gNJD#+mrweJ{@V37$SkS&c58}uoZ^nHeKi!!+Sf+nRk3Xt+U2oAmmx9zGD?I=xcf2h!gA z^E5_PzAfgaVg-4B^E>=`J@IRz?9hXWr|t2VCYImCORo`=URuL|)<V8$s~5 z|7^B6u4^LXi{1QFyRGnichrgZ*_TA$acAcH+~)0a0AY0J%I3@zF3o#g%M~@;iy32x7q8PMXg*VV8ZT*f>|^-dK3q{VZ_X?z zO`98Jf%xjTF%($iud>}?=W#L1GrMcO!Y^uRu*rU1{Fj9~TnnB`RcqgvQ=g8fYU<&F z>-(Qf~DnX7qk?TLXO>Ha8PUMbjA78WOEbFb&`FBE=BW1+d*hL(33 z#~gc+>9F4}_XU7Kf4GS{)J)@74>O%?`4PR^G#|K(_9~`Jq6I{(3!(?RRr`1~vcCrW+M%9}( zTQSRbqyY@~bX6JKJ`Tv{C)jjiW0gpS@bdHjSuFF}+RDS`g>`r3FZ!NX&IfX`nVZ~X3ff-?%-1?1*tZfqQ5vO;t&AIPlQ zMsJ_*zr(|LIoym4wmxn8b>V*X>$uaFt*RLrxxjjJoFsU}n$x{oJ@}3NgTdwHc8i#4 zeh2g2`{AM%Q@!ox;ht1tf1*4nXq>MDNAA(*<~lbum1x81n@vS);cn9F^S8P)9^!TV z%E$X5@B7^Ib9ZTU5IU~J%|V~}B+>l0pQcfBPghHq6qES7&CL%#ye&K=jA!3Z)}$tX z-7nY+2H6X^J(t>8TXfS9WrLP=fv}m%vV=-yRwr|nx>*KpdL;C6T`wKyD~zW=? zU*^JTxI;_EMPLtUtf%;+phFfGZYAa6KM3gs|G}9`N@M6s&tW@*LP?+qY7#YB4@|k( z?w~s`ax7wo2qYPCT}~`Ot^H9+=Y=hnr(&F>LVP*|Qs`o(3NCn)Xmi_!X-mCeiWxVb zaG-`8n}JprW`F9LErNg3T@YqwWFAdtDD+z)7>QeyiW*pLmPbe@O#DkJYXGSD^@pN^3zvE&ovCukDB4xJ){BaS~i zk$izOr}EJ8pnJBx$P0yTll^`Uc=9s3VkgXQ;XYHzw0Iwc6kCyBl$+c+WqW=>FfJT^ruwY^T5^+{jKQ&!uQuG*=h;T|lwCj>{+;l+ z_g)}J6POeoJI{cpTL#Md=*B#$^3;0A}Sw zL9130(<>7c#;zv+MjJLwAeL&Zs~+n{@7ue>GxAz=Q}}7%{&t=D(;H8m1mbVFeZ2l^ zeWZ!9a$r!K`E;=}ErkDgZY)j}_jUnQHP@9zGzrx$slKECCLKc6<=`MZ z^pS^$b63>Y@%fHv`=Q{LYpdip0 z7JPGTWSA=GDDH^dl?mI!8JL&~tduteBXqd+9P^7o9iI^4_wvih0KANdk6hz3x{JCF zKjN=n6Gxa(E?1BFecBVbA@$^}*V9$HPj9Pn1Vg6l{n8JNa%JU|x+tplmMl4!WZQa7 z*#y^2yPv0HEOL__;=+G#=v`1!HimvZ-^ppyNr<7wxHYw!B6!$)Bs(f9oXfhNW3<0mlP;gS<#d28B%zm8Tw#o?k>?kCk20EV_#;9;suDs zYq4;#?H1UjXt8Af;MDg7a1n^g!~EpEq+22H{?MGAf+}B5e5ATs|tLG`n4=#y3 zqf3g8zKullrQmuy%6(%Pa)_Z*sYjeV*I9P*{(cp+0UX|)ea)lp91;`E3gUsHx8Y#EXpzh}+*S}wefB8@FK|hieumsoRWf)(j zasgCLj)ZiS-6$u4a`hVORBYJQ^$Y?L(d7PgugBUO-TrY!5rv{slwOvXG|F<2vj^&{ zNI`F=QG3W5g9WLLh;Gh!l#PG-K0BlAE`@_qzMkaPnBT1x6zQu{6=HizF@bC}jZA-u z;erfi-%@$geDoU=tIHwDA=iReXD~e zDmH{q!^?=AR0Z3){TdlI!+M7`Z+xI>yfd4rfNWEIsN8t_o|hpZve;Nk?iD(NUVLjb zsf~D^z$9G>bcLIuUA2`hi{FasyGlS=u04m}Oct_+@08NW1_A3nIwCw-U$zYRbZbch z_pYwlIvm!JOB+o%3d=na{M-d)+|Hjo_~Y1c8c4{iy>Fj+QqPj2A{Fk=CtH~LR1+m%|UhXi=VWM*w{i#k;4E;j`A{ztb?faSv$SnRVVL`*pN z%1&5JU6RAJ;kbbB?kL;Q7Wlwun;06v1f}{}*>D|Ih&1=4u>#&e35z(d*zZHk73RS3 zjbzy`oE=q0);o;e4PZ0o7BN6vl#6@E!8)Ux@+}EeO1B)3iE?C8j2}_#2hqexfFK7E)S(DAHbBZm_FogN!%$v z!n3u9tc2Q~WmtL?8u;m^Jm*eM8c3_FQR%gL!W@-=_5D4clsiuLS4PUt-EJT$y=WS! z+COnWnxH{OYz5>&#OV>(A>e&HP5L*i+xa!rIblZZ zxwWuWXU@+H0zayy~&X zTCbV@8H+TOSrWY06S%Vuar5;ue=_qDlu-YVfz zpKfA{a|t}7Hmawe8KUEBb^T$)#rG*HCCCc@84_|s4d<(5oqT)V!VHtuglE#R35)|b z%sRs0b0QWZR>}kj+(7vOTr^BcZyAr#p|9{ypP(+gKc>o{%p^pZ@)DrSKKlF;nwDpF zgG|?zwufrpt>7Vac9dPvg?nHW$wscviF+U>D$%Im!Tj|L>$m*fx{)iZMY2&?H-*Sf z(okQ`n+q}Ceh{7Z3Gbv%ay3$?=_#2&jWdJ=wzb)kF+G3Dh7iRI2(qGZuj+ulN7)C#({&S+N~AvZhM!u43h26PCHOw!2Gn039z`BnG6w9Z~7)X8Z*+t+oMC- z-PUl3K(>nzf9x`OzWn{*5~(z8WcyQ83?{Za%Dtj|4eHfjJV;Hw5mkn5CAi^R-m(uO zodBIai*gPNwF8^kUN~}bsgobiZz5ZX5R7*t)ak zDC590>A|ovcUWlBB?Esq(S;oNL+Bs2q{~ohQXiHmw>oCbO7EQZXMa$)Kul1nE6(h= z-juz)C}vKtWxu)YsEtClG*#v>m~CF*4o8a9nT5}v7I{Y}K{GwZ$t^*cmBC-8ZP9e{ zy7??u%R@&+RTIVkq%D8I#zgF?J1Ew}PUj3fJF9kYr5myy?84~`ys>DQMNtlzpXu$n zh8|02fd#^S&B3~}vt1iWsv0E3&YyjI2;cqiNH;(+1ihT*eC|(< zzgou>sUAnP{CCl4-{exp(08T11MZVu`dGMD8eGC+ip0|$0w_BkaTDM^Aqkr`?FxR}-Rp&Lgi)4+_iLmXT?UPOqrItN(S6@pVr6!>}=4v^t!EPOk&BF1$x^5>s?4bpJP+4x}} zibp$+CRWV^Ki~H@a%2+I!6eE(HU|k0!C;WOf5iN?wmO|~&UqZ$#z}ry1?9t8?PEZa z`-+|BS^_<&se>C%y`PHzwK7Bm(zGsG7khnx6|0nJ3AG_Y$d>iKaUCX;DkLEL`%eem zpPEQzb3``2ssR()Jg-ivGsXE27C-HVCmQaWY7|U>!ku}2Yf{;W<1k1NWpOe(hxU^l z_$T7XdETpr(Zw*dAgu>aCZ2KyEXD_zG#s9*gxF1P89+)wOv|+LO?#FA^3{d~;o89Z zEcx%)_y)_xw~4`Zzg*}nQ^`0KPkBbbd066)Qfb%2Eb-JofOZABrnY-2=*U30a&(i$ z#YbJXqUoWc&{tcD7%WZ}#O&A<6jDrrV%zvP~uVKEG`yFBnA;4%KdT zb!F+(3U&&UE=u_6YXrkgs5B6!-WSg|!yfuC0a1fPA5Bxyx!^F=v7iJl1*tW9&x1=( z;e6TkOmyKRVk#y-JW_m;N;*uuSXQznaZLl<$C4M5C3WP<Dmk0&U!KJU7zL-1$oI}MXriy4FBcQQ)Do5K68 zmtxU=o}~nhh^tK#L(Kh5Z%ctR$pdR}`WdAx5T>3d{sVy%=P?m=UxF+3y%6DWoHHnk z>S&MBp$*?*v(J_TxOCvq38?S;hq8y{<;SVO4cCtF)N{qmmni%y;5hoMdVvo9~x>9KWI~24A)Jo<|zvkdH?ni~P z?)3dQ(*e5}mH>KVPKC2Z38QB2I}do)YRQoXJXTKV zncZlCxGep>o2&y^P4hZt z8VdSU+i4&61y;MS%~d7F&OZZ+Id4gPIb2RZLmWv3QS<>E)LCx5tn%9vhQ1PgDthAf zmhJw|DvSdO#%G#OoZWQAew{k8^WDe|%NjQ`xJl_BSj_2dHDv|nd zk3k9AWP?!z#><8U@uPtZF`bL5nlnuL*qT-vCc;oJ{->A6`5qw$bymdL}OFiz(lMNL@$kaC}XRZ(*`s{L68@dw$!R2?jjZRn;#nBYzG^H2f?MWE5 zF)HEdOItZQO~t9=M2Yn41Tdv7;fGw8i;O)TL|+!xThK8{CJOrsqD*e0rjfH22Ufp0TjlCl+QhHFb zskw?u%cm42|B3vf!-83%G&BJ61AMjMUS6@W9iMMqsx|0d9)Ay2G_7YlKi8dp?_&udL%apU{ajBd&Rv2Zs_!*y;;U$Mn=2pH~ zhB4^G3yo+s#vHN&d_r^MZ`UwU0oOTFeN-Kzr~QgwA?xFCVV$oFbe_UWDwhVSBig-5 zbEa)>)L~&SDcbpf}mH7wK>j{786BC3GbB$Vjb z(VU0W8Gsg11lNIBxrYyXi~2+Qg%k9Mt^cO70U<{LC?Bd^GWO9hgG~4kAA3F)jJn>i zI9&L&`Sk8yM!YEJ(hxs)5%4BIwcXX%;}pytgdy{s|2oNzjK!|2%bLtK-9Ese;<13P zKp>E(?ezNM`=I~rS)1DOkhzUsv}F6K>ez|GOie0Njkpwy-tnOqy5;dX56#Z}#cbWZ zg@kbG#l=cm?{f8=BWyEcIfcGXr@$y46qX|)u<3WxTzZPwlXrJIMwjD9^9?zcKY=`_ z*@f!X-PdgkcDL`osge6{SENI0Mx-87Q5tQiW@xAlbT1qNhkX6&t<|Yfex0;_%n1eN z{76pBI^TCoZBr0LGt{J)b@O!2mM&nlU!>~$JWlS^7=hd$!1V%ZYpVEPCjL7jP<$u6 zPo8#$`9MD)#FncSUMST86f~LUJ}>(F8@H^s=ffTloW1s0I{vG`Uw&xC?ryB9qP&vs zKmFJN3I@%DW&Qaky&sUFi(N3w*mM;(xK_nLAg>CR<^eD^z3^`{6tA@naOa!rwYFa#TisR^}^pe(x-& zQ5$f`!;OL0z~;?fQq^bh{lLVW0&C``8!p)wRjoH7)&Jl=O-O|eTb?6hu)as3Iyhzi z&lQI`v9Jph_ocm>0ot+bc|49{7w{K>C4FUij!dkvQmK>MQMl^D-{bLG@j0Y^!~5uL z{c!V>wS0_%!lJwGd%@F(J!Qw0{w@GsdbKb=IBD<8$8b6kh{YG-^4abMhNtSc8Lq^f zaF}30W4TV(H~k+5b1)KlHWlUXr}tS(`-|3H15>~a5ZZJR=Y2Qa1UjqTNb#WPu*TuzQ^z&k8 z>nQmSJr~#nYH#v`^m@44HEov=WVav))qW`s9&}@8i<9N$IP1p?)4a2lI|UG(VWJ&6 zk97cK?xkmpIq7fEwF4SpjG!V(`>b9?ItrR}hh7UjV)(*zYdK8v0SFOI%mAXUgDgSE1wrEh;o1 z3x!}*8`w^_W44-_HCJGYr|-7{bfL#o?x!wd2g#!wqIuvg9?m6V>1FzW?`>)=Ab`b> z+Y>-T$s$psBYJieXz%I=`t~Uhr9D`>mG|T;r);e)81-uIRL7b1^@RT67spe|K~fny zAX(aCx(;9BuRpH}(g3IRGy28R9L63JUh3v%Gn|jC!Y?Qj2GXnfOLT;&sDIh09-~OD z^sKE_p&oJ%C0}*y53&!8siDQWi)Ty#$Fw-VU{_l1JQ|k%;{k3>yP59?p^ZHX#~Z+A zoZC_X^>jUOLc#u5cIW9{JWoY~Uw8$DJHyYiRb0jH?@H^Xcsw&@>osS??;HwA7Zpg~ zj8;1x_m#A@%*4PXnPr&LAdVPQ{ke7OFQXHy(H!$^n)@4~ou7dJlew;9_!}Il7z%u$ zpa+80#(o%ey;#8TLZS-K;(w^b!WywuM$FIf@oo-;RFLIUP^dFd0A)YVL-;| zz`aD_n#2TAl887@Ja7?u6y*3RSoTq>DCDETc03QmMhmHW_BLXA=$N0ksbn03nfWpW z*0MTJxr3%CZbmvtuykyI$KCUrPVGUszx}Ry8~pEvb?Q0cpwq15D%VR(H_Y&!2{obd zY!Aak%~}F>|3R7c4a2ZNO)=51T?Wlj)r+YyAhUkW|4Dw<{-{GvU- zhh%C<*sd6kyBuAjXEzvL-zP@^GkTOxki3Q<&8(c5Zzpuv-|NLQEMkJR*L!& ze_)3Ux<7P4NnPl1eW9`yo=mC|X2;CuLkW&___}d}Ox&T5@tfcEu9ORN8E_)~{8u!G z2vYoyI3_vB(cytCl1pV0bx{++Pb|M#{G9UU&Ck+C*XgX>f0RlPa zJ&C?BJ@M%&pz+$NqoriAwAaMHx&bWZ2ewY^Zn$Yqar^S4=kn99j#ycyre1)`aSo5M zMR<9i29oBVuN7W8hC=~dF=FB2;q?Iq86qyG6~re*wrrFVW2uSArUJnzhM7MUyLC=7 zHI|;(KP5*%7rMAYqIe4=pGyPL3G@1n)6-jlTPxpHL=hSjiZ^&MPrk!+Ay%f(6H~Ie zKdk!t31GB!6k@2iW+>=&nVXTqW6Cwcoo}rU(2~oEKW$A~2iJfT|ZpIo1T_ zne*j$-yu{dtJ(mDmXy4&F$<5)D_(rWw|qW!V|3um>Eyf|he6l)-5^@jq(QkKt~r1K9#%q|C?6$TYOl3}W*kf??cdn+eN z@M%)1bnriu<>T=S>)a^W#L;!+8(06BMispSSTefBd=PE~UyF6&Jp@Pr`qGdt+)80W zVs|&0-F7@AqkcBhjjRe0aW9p{2J4fCh;x-}oPb_y_EVdOpdb~;Sn$ZFPqM^Ou6o}K zLWYN;)~34)PduPXC9ld)ZNGqY5&E&_RL}Gc#+_QluZYE@*>g1&T{u*go*;4j*gE>4 zuOY~6>9j0TW;a%LXAvK>k?G1z!ggar$$7P?ZTc`~G4?j@Qr9+D@Ot^){PqrlJyM_T zpbboRxSspn*f*v%6h9W2qq;jq0AWWyQFJ8AUeW26bm5^4n{*Wr@dik77Jk3OR^3Hk z;-9K|@nFfZYDWJ+m?5=ASwTqOOikF!W3hMUd#`kD_`PWO?Vq7_U=zU&W41Pi?ol7m zf9fys&~JtpYRgu$htmp0>OtG;yav!O-H2(n@RJs!6;B~5K0RCyXAr?U#X>f(>6!pP zpPbRGHEh?qC3ZoyxrajK=lW-{#e`YtK^ZKSD$S30K^|A5LS+>=*|ruZRKa|Tg)CY< zj9JdIz^*;wH+S~C*OK$At!;brzvPzIM9y3J&3Z#e5$mDdrR7)5`cG}~q$xCP7I0u} zSl3!%b4NzO>UGAz3}T7c_I7wNB2FkX)WtxIj^@rAj1k+l-1f(7JJ&e|wv+gucF)>3 zwY};~sqmHUD%Ki0K4Q5i_4J9UMh%_~{@T~_p1E#*-m{EYXIe-t%kJ#+KqJ2w}%s4wAZR^_}3<9nGK( z`BdGKmqWs8;W$&`d%5Z?qGF>FVLBf%^SQwiOqaThTnR@hJcC4?U%*A<3ATey zUD=22>wrtl<6qJ%=^xU|&fTh_9+~aFbDF$gGHT|1%2AY!D;mE)P5r4t#R653(P0$F z4GvpKonflRB^QpmF;CzgtK~p)zFY4Gh&|Gv*HG9qstm#yW+mDZlck5ng4ILi&s;Ii zqsZJYcnxhMg&wk}TV>2%y9-B;=iuIrP~$oD+q&W275BgMmhJvhDlLM*sMli)(bq=- zj>Ixr=4~6Wo0{+(PzMSN}{^ZFl!izqURy^x^8r%_w*MPzKR2O9B=iG zY4&z&AkkH+BrvY22&vl{*|U0$xx9IM8lqD1IB6&60#w-}S3`W>(GpxE{vzi$6@}B< zd3OV!na5Ho&#G$#Rg^DdSL%g6+4rN>&f;Ou-K((vo*ZY0*9}5jm|qa)usm&x2!RZl zun$chcHNs?lrBHs&lGNr&+jj0jn2t#>bE z6h;qROnESYWx$PPYe%M2sAnYh_&{MIn9C)6#*1W~PMGW)l4QD<2+}(W9IW)=QT-OmeO+=Tc~jssv6pki?qHN+dQ4I;^Qlq8cH!IL%k)bxc-~U71L2 zQbA>e{r>zu-*(B5%$>jn$AXsxW8JXW+sd_81JBBE7@q@F1b1q@#5=>=uUOvy1Rqry zlY#?T|K^L4>{u+T7EAJk5saQk&P~YsSPX4%5Wins-ghpZt0sly#JkVe=uRt4_`Th*q%ch?`?D_F;Rb z7O2>=2fckXK}Ny%SXp$ugBM=1x#dVgO`nl6GgwrS0D8OveMVu~G2!{Xkpx1vkxLFQFs9TWI=^IRxHs*OHdL ziQ%59thHk#(%G|7k8RW0z)I!A;K;E~0>rvgTOX4p>m+e9(z_1|r?wF3WUB=CQfV}@_TZ(p%7RJgiJ|QP@$zXsB|5K-SX^1`8c-h>c{ruAn-&NEjv?-pf)g$ComO{FHV#pv+eG#_12L$!DO#vWX9($- zzJt#>)t)OAF_O@WUNLxBv#Lw$&j%-TByLL4Aoirh91nT5?5E~_=sLgUOlYqx)GrgW zbS;?BzIpP}@=-ecbKkOB@Ef!F%BwkC+`|~@KiO2$l``^^+&2#KcR1MQs8f(ldwsTz zJ66cTQY!Xz^fNO$ldKnHFFos>t1q`LiMLuBP+OC<}Q;$VTf(EW$Bcn5=*_nR?IJTft& z9yHuUykRMVBNCM$Vd5#|DITB%ngEykJ||V`ZIzVZ-ID{yYE+*kOHoip2fnQ3tVaJ4 zMB3TlO)bcAl|P_~wbY7^(`Qr-*?ZM9bzxKpI^cl2@-w$%m|jKxGmCXt$Jy~UDWaJ? zHJd1>FHW%h8q}b$C5z~$`T9q^*(~OCmpddC76vAF67sYth|`a`XTZqOu^5bL(FQPr zoK1N|$hti_O@6hZ6e{UXH=%I8lmCSHMJYgTa|e92{~GosLfxaytl?RoQ$)4@dBSibC{tqs=J zLEH(@#s|woWJHIGK)_`LYMAd4VY6u=jLv~W3zbEn6Y=OkY(>C{8_C`|G)H37D}Chl z2-{9f#hNkEdw(X2Y`uuU^z&j|lF%McxHy#Pf<_)Oi-8kX;zH%i~^`sQA!UO5rRN z=jP_ulpH)imuX5)N4Q@}+oeI!^D#2RUlqr3=UOh!utfyM)Zg6Y!*fT@NIqor*4yun zXgCrz?S7|}^<^+1sa;e4(F(*M)A|Ve$!?|kSMg0%ab}>^-889v@a~by2I=AEs2S>x}{0|S4wDs zv>0TJz{+xjx<8d8jb`L_&7?-xT4EbH4mQqtW2iWOgRMuOu{F(voT zDHU?*1YUAf2GJMSL+Ab}v5(gmry2?w#c-Q;8mVXwaD#U%W%h^N)y{Jig@%7}-H3?C z@w9#xVQborqzKE$82(mBr9`bjO~9v5P``{GB&R|eXlV*cWRwF1)+ioA2rMp&$d{H7 zjNa0ib7=t4yi*E=tk6eF`Y2o{ob=3Wlq*lLF}G*KAJpg%b+TRJPi^&)i@6$D)>b41 z@7550R&qyYE>6!rez{GOfy0Y)g*py#F98l z1{A}NJ{ra04-l*x=lMko4amcl2Yrlzpw_)>Zqk^7W&6DmOHIwk85p|I9o6_r1A@Ls z5pQ*+>rQpMp2(Pnm>ww%7EL+S@I;S4Sxk|tF-TiI@WcU53)#8q#`mUTDgq(X+bhS{ z6oa&!*A`-hF4)X=RV1ZEA_SZAho!5S8;sb;Ljb@9XYF@6DHr{j?uf4pHUp!6E+q z*!X7BQ)rWB&pS$l7Qd4-L~3H;=0Gy1N8Y)05OnVAyCd;9n}OB{5P&&fuYf4};?A6W z%nOvJbIIv?Ol;nF=w8elox;2xz3c!>#}-lkceAKjKRh}E@dq~@yka$@HtCtT0k<9q zgaW2)-RY_I@!?sbl1->#j5Gr;LGx5JyksY8_@ENe5N!HDh}dei&mKE1e4C!%JR)jk zMTLrC#2CAN4qLFvy#SzJ(C4BSTzsZwSDjjlq^1r|Nz92^$mtFrR7#|=v+hGmT#)m* z!oltg^kkWpwaoNyTF|<|IhVw+$$r3QmeI#jm=h0PKdBW5 z#sO&Vh@>{%L|*799BAF<^QOAMmbVPJan z048AfI_e-{xFZgua#<6mtLfyxoQd=XP!a5(>p@JmG3+M@iVXyn*tfF*q8MT_zp1{U zd=sISRtd3Q=Lp1J6zQWL#*Pb%vc!O5CDQIX<(_lfGf&%kAt{;|6CFlT60dMy%~&XE z>KjY_Bko~ORh(wsbQ&#om^hpNy#I1)Zq}GkZO`u4%M2H~(UlXSQxOx-v=0&NE2YrIjgAf%p8P?JLYNNfi zMJbRf=pqDxd&D-9OBG%406z6<7_9 zkW<&1Yr15Z{}VSTa?8j2&!NWi8w)E|zx@W#=p2^b0m`J?u=O?|{9A%cpyO~nOP?{g z^f9D1=WZX+pZ;?gc4xW$=gt2%@&DED+BhJsl@mt~kk#~`!+3t{9rAiq$^ZXap~w7x zROl)G733)zI{j7G{e4lHLD|&V-qp$2)EN-*iFvq4sJH;aI^eN{3L6pIKW9j&FfkGV zKfu}i{QuSX0cZT9?&D%40)GBB^zTz9qJLz8|9#3z#Kro*yvjzz^>3U1p3F|f#r~gW z#qI4}fHuXMh&cZ_U!0kU>94*}nL(VDi21)4S9G#BRxx$aW>6FrXHYfuaQXMD!vFpe z`S*{ME)mdAIa3o$Lt%RlZJ-gLkL-*@Y^;pBM1b-TkQCavI1_QP{L{RIlfA10aOHml zjQ>1gP+?GYGPHAc_&ZF-o(v)?|D#a^8dfzlat2OOadC1rcKLTGor#z@{|XNQk>tP1 z$iGehR~h+#FIeQ{V)@_8701}Lf(c1nzXTiUhjx#RC>3>K6_DE(le6!?+)v#f)z zOoXo1^&f)-f1J4>ux5LaN&c-D=e!g@e8VVnsQvdh4Iu}53bMyazU0-Mp!ed`vQKE36*lB3t>p6UZ(&ys5(o_ z|4plZFaDd^N4u{ZAND03N%?CBqK@{C3e5Rd+_0KCZ8B{<;rtG!E9^48UYWGk^!BGU z)snw1B)ejccllW<-d0p)y*yRPS{C1gf3g25qZL|gOyx2-n@b$P=>=Z)Eo6mHAI|!r zQjv)ngtTaoa8V+*McYKg7o4c#2c`DHR;%G{ZGO6mepj4Wd~ahD9y{F)eGsy=4K4fCr(785m^Z?5nRbNv zP3-}Q@Enasja=uHxBTF3j5+s7$>*u(OQOJp!|iCGPHx1Jgc67UM$d)+bu!#mGx&55 zOdzguV5y-2CASbfY@{-$h5uW&pXD+InvBi=#@<`NRhe!7!w(=KDbh$ON{X}~jg)}W z-ADCb*POQYLFOvcA_ZAr(37%g0-q|l<%Tg#3VIrLQS_^&f@T^?Fb?uHJt7x8 zc$WR2ckwUL_~iH*e0mMg>sJ>T74!SwQ!c!adEXbq5rYs5vmEwX?v+bWC~Wr}(%;3Z zu4tn!Y896cb8Ratf#6DJ(0A=poau%DP^AE94s8FWX-$E7O1-XTo4fy76iciB7p$#Kj3H#P!h1w*9Cxk_W&v|2^;}{g@FQ&3mzSp zvk-xS`TX+*#3aqk?jD(Dff`ZF%ncy;5S@=)>JE{cG5za}Rdj$h^1%O6}f zk-~zMI3~u)KPYIJbFgsm2k|SlDymbfFx;-vj5+VJ}{$=Y_+N z)P%ocipk&-7>hu9JNGS?RQt+R#`|Wj=Mk}SaPjc3k&#nSQZX^#WMRF<#>X!pD0D|y zL|R5xPF_J#NlRNtSMPzofw_gHm9>qn-IJ$o?jFxPy`BfX2o4E-85SNFpOBc8oRXTB zmtO!WEP7r1rmDK8wywV6U1LXQS9ecuU;n_^_{8MY^vvws{OYH*^^MJ~?Va7@c|id% zU#4|7vtP{%9h?{RxpOe*;E(481#Jz!V9?LOUZ#h;$SVo2X^L@$!36>Hc3^Do+w-K1 zQY%>Z&Ds&MuQH8YTRooI=b8Q3#9aT<%+4nEbzTDiGRTN+o*E z+<8$rL*3O5S!ttX%X4|+Vq-_1@BW94Y~JnQF?JNgDtSMn3B}9_hRd>V8!(~z6^GwC z=@YgTxQqu{Q=^V2XOnDWWVKqyiYKWS>uUtKy_=0Ib96>r8^yJk@8qDj++@{a35^`T z+bcir%Ri@v-$g4kHtrVY7+0$P;k_r0C-dVY07E_bRSPvN+Iuu5V7T*;t!gWr zLe0#9)J>_9$!t2)oSMRVe5{rB)Q=f2)giH+1u~~$>ce*wOP({~8 zI$D+Ftkh;C-MTSsec>??wINT$+j6)Lqs5Q9E|0umD0PrUtz!_w;p^0wRFy`>OWG3) zY+qdo3VN3}1f3XjAqce$?UC~7{ z3&I`{XU!H|El)-b8zU4{)JD9Ej6ElPd7*y`@Ack%HJ!6|b;>KeC{#99fG*iDVa_(Sju3I^5{!bvR zGCKS21DvaBIx8?zqRL21sJcidL5#s<&YT_!!0eXBIz2(JyFJcTd;XpPhe~4N$j9W~ z8@Lv&NCr3;U#r|6G_!jp|H2+V_xbdiWKUy2UI_)6^DSaub5&wbY1>8@E#p7id zRYw4VMZ^I<^^y%|_f(@NZYZffXL{&%e{uvj!JJYxCH6d)!rpXQYjrQZ>b7Iu0|f>q zDnS&$erKGMYI#iF*XTyUg2!QNu=~{256J7;aRuq^sromI(&)&2SoaNU9Jy5mEIIwc zFyM;y-ZqZIP zPMes|%dnjp%12X*Z%;fVs*DW?%U>+r0!*s!D$68+X1de8xTddUS;v! zMG7d#-~M42A>{)Y>eG+mI_r?BMDcT)v5oG3LW$CGXNioTS(ZAekURontPi<`Gc5~_ zfUGKrkOcHv-;;^?6I#7*X4}HGGE`rB-@ay@`gKJT zdfp5;^=c}`$HX94oRVSoj0BJeG053JwRxTr^0?vVP6+OZm48H;k(?N$r}MA`5m5im zx4?@i{p{uV#ZuRPyEa`Frxfon{Jch)k{!+rhi9z$J52vmnp2W`Xi56NNRHz-lH*js zOuP&4G_me*%D_rb5@`UPvqz!9jn5r6(gl7(>;0DW5#IdfoVv9F`{DVs6`5nsDvaLf zlS`SUfT8_2%Iujw@G?^S1m=$(3-9!@vTV?a&^qIM=gWCJLcY~OKV><-{SbQHZ4npLH9xjK$w4Hr@?4Z9j`m^fzKtrq9&LuViDN)OvS1LkiR&fTRHC@4lq9eRX`} zO@lREIrY0F;5}_T#{A0SZM;;Ct1yB?q(u4I%s0|-h)}nECvL?-Rtb`jm^GAfXFg@y zgNok%7MNpbEaV{$k-)-)Bi;7Tv<=>Rx-UyxGi%8@W}cMcoNxO|iz|51LIOrrwk;hw z757T1dd(;@b0%XAgW(AJ%Y;vaEf+o-4y44OLBClEt;xnMwQ{`t;;lCBqq3#e3 zV@=}74|3)<)99QZX>hG>WTsKTyjqQZn#rLa$LZSu^`>rnFLOan+;D8vOATAFb6p>$ zHvAPS0kWgzvV{b^myOogqui8jH|AyR_u8+0J}UTYsdYTdjp4_Y#f6R(05E&^Jm$ob zDu#>`0o$3X){1fNJw#zOZ#B!6{N-)`!>Z@y(Qj>EtKf00TeQkN}Is7-%nw zU%Zeb4KtGutgzD95F1bRb0R=j}#DgE7NJBCw`WxdE@5@dMa%)EB z=_gA-xBrS!PE~PF#+R?hgaW@`=~%vgePUzyLK09R{DmpMC^%MO-;(C|{pnmJJMthW z+GdUi=^HZt-lEJ>>K|_t6medE=|!2nh1L;y&*`<}3#gfBB(5Xi*%7cvdCiW-w)ZQ0 ze4*&+82>xy?dpvEE4G0?VO2TEsg;2u+3^PqCMWl0|LrEEfO_yN8d9G!s^KYX0NsSJ zf52f_!Dl8G?+-2D-zHVRma^Y{4nG1+4k){N_k7o5&^WdgxAujO08L@)cEk7O*bYYk z`Vr74C9?j7>Ap*(@AKq|m@365>U^~@eq<5bq&mK%*`dxfiV&}&(%F6l8|OsneC`Z^oIp@EL zaew$M&wMzxE1i0*Eu1;l#`H#4i4WYaW(#DqeZwDLDEi+<@3tRP^?$@;B7br#iuofR zb3N1avp=YN{uZ(NUE}H3hLyDXN8&^_P+6Fk|F7*GKWd)*J$v=3I*E_@v*yX4=2;<* z_Q9$(kwHl~;Z$muZQpUU+X-l#=pLAK750md3n`H94FdPaRCl=(X zYf52_9IP{AUF8)zr=4z75345xarBVCMZ@V?+ycn)annMZ!lWcTr%I)jf>;F^AP1kTB!%i@mxjF|Kb8(9~xlP`GUtkq} zFuS}O>2RKOO>3{a-93KE;9A>EP0yyx;JlgHJ1$6i$mBbYS7@1!L*1Dy+6!!Akvuf; z4k4BHEGtLAz$0bJNJe~(3h&8VrtvC1Pb9__+-c9dEuGjm%P?<;e9zF-AnCTOKZ%@2B`Y>DOe4=! z^3_AxS;s3rqGQ9nm*Q_%w!!19Sl60u`&U)5C$-e(+uCoCph9LhK19Q4)7wPI7QjzR z%@F%O9tNbkmwQD!Ze&M%e2ZtkE#EqV)_!$6etfS*S}t(1bHWUr!L&EgZnMK{y58*?X7yHi*6YJ(O= z2yPZ--D}CW)gXF}HM(HxX(8G$7|+j}jkZmB*}LAZHtwKyglGQ&jL<~Y_3Wg0pY*#i zz4v1G*;kC}Jaw-3n1rcaquG1EKI%mT-^HQPliOeT_L8f5N3r!b`?#o~Bu$0qRog&E z@XADIPIjRc77q*MY{*=XD8cKx5B*usONrmAUtn&5uSFWGz{tJ7lt=!E{eygoD?-C0 zKA>cHP`#ei!k}EaCR|1GZv1sbwAUeytMKK=VNX)u67e~?0W#m5@C@G_VlEVlqn4Nu z7T!xKNp7@-E5q5dYT8>m0_?+q&bWN;qK6gbqg(IdziBdBnTfP-W>_kmU9|0%y$vBXfg}fSE)ZNiJx1XE{Sn$OpX1qNe#Obu1nPxLu zPwDZq8u7k*s8l|trVYF|+N5U(N0C$jSEA#8ym&DvY}AZr3wXMuKc)5Lup@ptnf#4= zay{n8xe-$@Fg|U@pgyzs`^g|OWBFweFPFeUgtwh?;=hIZObe%OChju|w{|ltE4Gx^ z8HY%SH`+I+p%2Zli z&rCE`KZZ-};#l*RZX{ONL5a@6<`GbSk9e?9ebjhwvKM_wzg;o<~6@1E4GG*RxUg$e%f4Y=gHS^|X8}D1I5>JxG?Yiso<6w~E+rVMKl>q+f?M(32BQ zvIS7vMtjtYAC;KuY+qz0VK}_-eA{;H>WYVZTz=(RG#c$*-}LKDkL#|qdwGrV|LSctb z{gq(NC3UVL{SlIF`SFEFk-GMe7Vr8Zz56gaoH=`Iq%*TUjHk_jI|{wt`=~Bi_Tp*t zUW}JQC7kfH$I+fek*rQdZ{7@y7k#L^qpcOiyVPRmU+n}>`(&SmFx`LMlgpOV-;{?i z7;9SX)@oM8m^yl$k;P1DXS1S4GBLAx=e}j>a}2Bs4_%C$%E=WcDxhw=CMUUO2`{ET z`srSU(pK5k;tnIxgCpR&9`l&vg%!E7@nsxxPkX*g0+>eS*Nn4xvYliRV`Vf@UjP?y zHGG~7qzNbWW8F8peDw&(p_)4O)=I#?vZr?E*!HxCRCY}QT8VbFK{)$s>W!s)-x%=- z`!6eI!VhI^>781c_tQi`Q-+LoXSyO-XMsL0Lgk82GrL^vSv=)3vceG{R}oBfSADI; ziOL2HwxREQ{>zk4_m6-m!yTCy66YMh{FdYMC(B;Lgd+a(#r|JDSy%uNngo}IqxVz% zJMTl=>?tWp9^BpL2T8pMaJq!)5`5U)-Pu!$Z_a%Ba9>9EfBlY=p{CO+`eF`@Vd`oQ z6rNeIfIh32xigHbjAFT)f1GW>)%XVQ~dN}h~Al_KVM33x)I=Uza4kCwpA z*8+GitulE}2&nr72a_q;CIRz>PQP7&uOILy#vvP;QRii3;>Ad}quXUhw zy2_~&UC8uM}DAQ$=3&rxx_Lk)T=piO zKVv0vFtBsV!heZ?U)KSK_>4~==RVU5qvl)oqDT(88r0cIOgi0H=P!U>=4(b-w#{a9XvoLCA%r zi@8Ilb1HgI3WRzrU%pkT#Ty#g;FIej@7b_^`Mh=zfwPRdj{_qn%RfGz?QmD}b=1T_ znLe|7Y-5q0|G8BKKfOFQ+)NVpYrdosX>_c~Uvxy82z3MJ^Ar8@mlo&y+|7(GD~||( z;i(^qglpAe#$Ocl;~tREPc<~gYvjEcEz3itL;`mz@!U5#4PUQ@l!o67*i+u>KuP1| zT&R0UbA!1|Q43Em_)tsD56p zb(GQ);mJ(7uJ>N;+3>`@c%KgfpOUpUHtK#@Z+H-E5?vNxU%Z}0`t}Xdg3=po>B%~4 z`i;$ObN8#RSYGr`C7r3k+u5YO;$d3fN?DRE+-*L?Ont>1l;(H;b)>~VQIr48s0k^Z z!1a2-k_jp-+n{}RSEcAiB^|uR2J?q4#vwzyTt_A0XqSzwp!$(3Y)NrOmyL(`O?W;E z=-b~~8I7dx%EFjbyMR90Q)Y**V0R+{+}PE`F%+f!8kY9SV};`M(UaP)nHC>HDg>~m z#Kg?Z^fD1B1O&c%<-Z2AWnTOUcJCk6_btxobjSM^WAs0y`pk&fR}trww3KT`D_$5? zazZVuG9OG@VVey#^2kUTzP0B~7tJ#GbXQo1=2<<&N@Mo1@ET`et#9_?SYwfv1?LST zb9uiDNN^7u9MVVD7jVJ&lE60n#kmRUJ>gH80XZ_9 zuWm&xf`N%~cAvAr%UAvVgD9IHh+mu{P`~%{6ex9Rj)%zhE27Pb)d^?2GP3s$g=J$o_8>HJ;6w;63P5(ByBJ$Y^{#6jL9K1Jk-}*f=p`mkGH8@aZ26<;TRKR%SSwOaXI z{?;S>FW>)@U~rPU@MEace?x*na9H;I>VpB5BGk&82)y%#!eLSj%_cG0;j6|(HohQB zWyYOYdKQ`~Z}N-yBCu2?-F9DX)NJ98WT;Ffgl!WmZML3&AUPY(uU}xB#lqe5y267C ze@&Y$xY0hn3YvYlH%(rQEzh{WUfW!Qf~hQ{NK*h){*@i?59WkO!AY4QkT0BMYW(oF z^{ZoVwu3dHn@_LQE1`?nT8k9Wir4%uhh61A0&Ja=61z)1&U4&#zWIgk9q(zt3>^L`|)_!s*`(MS;Jb; z`Qv!Qn*o5*|GFviyDKqAz=QEHYjeWLgrbYDgz!VOmejdb4Ae-rlffv$&AO!}iw0cZ zg&~+8XD%1fbX(MmHZOOnpGeEMMv-h=kE22L9{~^N@SBUsh{FX))(LmACAW)g|mQGNfG=c5>9_are6hqO7Rf3*@{G~`}$hDTf!3Sie|ec`St zW_$4wpyQHiIMeEaWDf7Sfu!u25Ev&YUF2I4VOOr zHDa_m48!nJ6K6$hUA`sB1$>{~>5Na$mCZHbA$GkkrEG5mL-OxbRJ?ffju2`|t)vj! zKZ3*3UiI<83yTnJ(>_H3qYF@yJmVSd0=6i_AS_2t4wODA+!K`cH^~vd1g^ikdgn!c z4qz8Py`hf7YxIU)eT4h&t{m1XQ;JY{d~O*sr^u(Nq$~>@922EFHGSxmEK#{t7xuV3 z;uW^(tc^=$A`crDYu2F)*0YgR)qbc7a6^qiwy7?E>u;+=R zF5r;L5*adjqM||Uu=Ml?n3G;P3*Zh9rwf+Z!x3d7sz3<)CnwT7Go{1B^T2JZ#E;~} zt^bQ`jqkf?zTJk7gOp{4v@oN=tPFzhz#!!@qR1*5L=*{HQEGvRB9=Yw{;O(euV0hk z5t*+&zF&5!_U3}+n1cuo;NjvirvhJjtH&6o5o$`0k1BU?U$;)EZGk!dHOh7QD}o7)CTiF!hgemItyYF$ z8a$+X!Kb+w*81`N5^>L-C2ki8N<900UG88r_57jvL&Rc#Zn|O)M@*Jv9 zvvM$w?Rn3soQDp?-FQ@0I#WqR7`53cy{en$vBV-$ckPjhN1)1b4K3z?As2U1Co_AH zapC~0J{;rgC#sXtnD%JKu@K*^1n3N9^xOEr#371P!$IZ|P zJ^gWt>W;)+Wi6xkW`=V}NP7-qjnqx@qsVD^mk4=dkj^=uCkL$4o*T&VDqMQaOIYNU z%S34kQ%%yy`ZkMdW=zO!=DBdx!2OSA;!&d$Ja|U{;xu>@dW7AFd9w@VJ!LrWy$|hZ zXVm0Zl5gkTu^cqbpLcG{$lbbhxXa|Espw={u^i8Xvp-ug6L;3ZV-qX%Z|{I^$Uu5Yh3(Z{_MVvV z>rNT!?{k>%QT4zW=PJ*Mm?>aIyZth`~>+^8a&+%Lue~^2a>%_+KnbR$K9>^(tq5dhcV~`Fl z)Ysb2dhngC&)?hw0dg$Rgkofb3ljIRxqE156!4RR4WWwqGS?b0_v;EyIq1J;#HW;N z>d_Xw`P#&kZdnS>#X(zH=Tnz z5D?@GsISF=7>jTE5TEF^|4<)+&oVv_PD{!43lmj#Go>q_l-C-EOQ1Cye&wbADoHNa zdxji_vzC1gi~|_`L zoWXjI%*BJnO`$NqtiesX;Ye<0CfJG!oFd!{HD(Nty*4jjrvgx8P+#@jh!`_OqNW%_ zkF2z>xyWEJdLsDD@1AAMzdt}NWrh{Rp8tWx)Uf!s?LW)}yJC^X7{Vk}X$+29!Ue&7 z9Y*~qJvu%S$2$#U3#0TZO`H;)xl_i>RISBh(3g< zKJjdsoLXFITrU2onU@g1M335(t0&c)&5V8dRffY0X{IHj2}u)P#K^wz`GQe+{O3j10mQhgS?AiXz~m zIy)HrX75#7qGFm83PEgGneT~IG`~0W$Gb&W^B?y)V^t7r!mnlM0gr*YL3_G_(I+b3 zQU7-IOAt!uhNozj0A@kP6cl)M&;&w5-I|jd@V=X}U8v!%nuPj4%xN(H#t z+T)zL%vM;QDUbPk8Z)Wt5K&{BN!`83wviP*j#g_#wZ$8Hw@t?|-8+#!Ak7A@j8=Ii z#C!bOV5(xq>*cndN1-ddRRhcouk$)(wc$zf^>*6e$ls14ijK7+oxc%^gF`cI-UUsi z9PNcZxZT5zdf;*WBTmckve!BZv@<3E&qMtxv@(h~LPb?)G2cGfB*=7u2Y*yF7v?4o&~bkC!kn~i9YXQ5c&>s50j>f?x->LsN$ zB$MQ0>@Q@>BE-so5DL4^&I?@?(%Oe-0`b)my9JnS&uuN3B|$AB=+%L z-E-P^wDbwaWI*?nI)P2_hA(gCnDM%eA03+Xf-0^7YQ|FAbgjIMrehLWYKqFjn{<(W zU8^eEL_4x4V~OpH*R!svuY2l92`_R|(~fPqm3Pv0Wd&_LaO4qkQd+0chT7y|B{Ip% z(6OknL97!wf?EG5UBPBVC-6mWZmn!8QQ-rXpFWGQFek)<=y{kT0 zGTPInYc)h9L6R?O(XU`}mb8zfT@X%by#Fi^fwQFJ0sgsgpDIP(3#l`l3)8DF8(+SO zmakqqaD;EySTU)p9_$_6-4_Xe6ngbj_4O3{kO0b7yY(jJJ4Tu^p3u(Vu%%tuA1uas z-cDP@J5g&#!sEEYJrQAOKIse^k@pd#7ZHR!i7CoN#Rc7;iKQn*LG_>L`4F&zW(*Zh(oN(-qGaTi$SVc zLF1X1lzBE;+8fZodUOxl?;wzpxN@fcrgp+FTyv)=lnICbHOJErh6w+bMEq}DIKNZh z;_a$f1-3_Gshh{EY6Q;tSe#pCaeB-M#f;(GZsUPQ=R1wmxBR%w(2PaK>}g_}vgT7F zggwP(xVrfc$W^)@m*#V?WgD*)x`3aNpeYnyeZyg)`&GPKViV|;&1Ioy9K2+)lwMc(sUBM=v@xA$#(SFQdRhA2?+DTm6AJV_LCxzi z&v-#uYx@8SjvPf7RZ3+X0%@V!ec#(@K8PV@_SlHH3W~k|jS$ROK4!Pc9E;p~}`=P?NBzc;$}BTl<$q!w`zfJ}Ku8hEFl0xkiz-MYpzRClqVn0tg}Nk(f|xSstsRHHYXW%4iq^ z@2(qIeI$K~wY;mdZvh?YBiVuhzbPJcz5o=kS7AX zw$@m_385Ht2v5kF$J8i#6MHS??Sn2xrf{YwY(E)~E@-wGls_0Ce&w$&(!9d$t}fq& zJq`j^g`Uk^wd4w(A4{d8+sxr1WEuyI=!TcEe?C=d(oTJbC}Pw`GDJLLanSPHeoe!sUJb ziTg#Ok@6#;cN`zig)E*fM1r5nmb}c4;DV45VlBR#EG{PRIjgn|NeWp>7w|~o`j!s~ ziDozdUEPG9XXME61xW#{A=97g?f06tEG&F(y_cJ+CDlXjbCqtJTQ0yvuD^AThoIH1 zoQ&3sL)AHKC4w|95j;M<*D8Blo>GyIWM zATw?SO`*5+jk-Pesnvc{ufkjOln36YqXs4mn^OZkJ3^`12;Iy`k=C;M%Gclb39N5s4G|F!h=wbZdR%(8 zX*%V%$dt)8quMQZ4K{4>#>kVNvI)VC*bb)Ir8o&XF0FY(n94)Ed!*vZo}nxkeJ1^$ zbiCQ6f9bD(Lt*g=tjDJ5bjTMFlS(Oy^vJwBgDVs+){t^rI`q0+ z{IaoTu1jK=Gfd1z_N^YsJBVLHa`IsCz%gL=dOC%IZF>SL9*vEZPJb(sj_cYrPP^E9rJ3;MWHzVIz`Qe#;dF6TwU{#L(bZ}cp z#LXR1nS?voNXDcl=XM}TRZJz;wSSqPcUIEzpHdAco9WlWli!E9|9H_!@a&o-dW8=| z_%alDKy|Pk1!HIjQ5Z=B70U$nlXiA;1^R6HQ-ZQ-X%c37G!y<8%X3qhOYa@}qu0Tk zFDO-@mC|g6xhGmgm+*apSy)gRbt}NL9G1j5SCecWEvdGkr;in!VYQNi@B{{H_P#+H z-KGS`5Dle#%7P3T0Od^iAg(mN_p|aowMM$%+aw*bD`=8Dx$;^Af<-0xN@aR6&|kqq$qu34u3 zc?AgJnVT05ulcp$BUzzPeh3`M&3=}An_x}1i$bh)hs0ZH=Go=W`xH-^YE0k_))u_I zeMJ_`pTD00Bs|Sihd(^BCFqsLb`HOgg>K|ETO|k+y3s;BKq@@_5UIJ$e1qtyfUi z)LlXdtX?DmCl))FNh*W;CeQQG3sysTCI0QF!kLabrxE6Xb{+yqXmtg$0-d1)Gp4_E z_-t%JQISN>TYRWa0~aug9G_%&52m6;OHGqt zdd4Zg;U>q+tE~5W3VmAzHB~YrgWsoGphM|uy-T$yBb$(YjTp1k+FVz5>260%Cry=L zytUOvHexX1PO!MX{GB5}nP^I>%WT*2eN-Ox>;M72HpvnSB?08dm*T*u0DY|W7pb>j z$dF|CN2bbIYEQ9Pft9Y0YkfV?{T7UL{QeZv_|xh+rxgwOCPl#9vu5D;Vi3ijxN%5t z!_dKZ$w1>ZhqJpg`v6s8^kdY-4aP>o#BRW)7I`uyRAAFs#C?d2Mau*XeqHeT zpMstz^~rzcVo@`ybdR+c%-zt@Kp>{rV79ZJD0G<)c8&9SZdg;QGcL?rCJ^uI-#@`B z!M@ikhW{j;n=};bnT+PNwt@T>+jLq-p<=?rE4%VpHl)?U@pDZa=@FiS!lW@^0$`OR zf#qW(kuj4b3G_P$hJ9U{JXq~MSru+5fi14p72~Z|G?-G_sE`?=mk^YeuA8}d*G$r2 zbqq#G3p-!L1$;UJEacCp81&k`N@!>nw2@R(V_{0>8}`fN z`aCrl+30q_xg9O@k`X%RNfXhAG2cpauV20jrGnksNXf!uo6IpcuuLdf(@fQ<(6Ci1hELPv!__z>qxcTV|1fY zUX)eEC-nmbry=7wceO$(M$%yOjpk1cmGq=oLx-)Y7!HN3eZ;bk<5VoTO;3Zf@*5kyU10VCpDJ{4Wc$5_U@FhDpGWPs&_XSq8+f{A+ zFgSzgP<%{xtVW-XX&#yf*GhbzzdCI>Dr=3VXCqEyo8dm-nq9WesUT&*2Fh z((>o!ZqC*zr^wJsmP)_}ZL^Fg#U7Ntf%jZ$X7RDgc)Gz!uU4EOI8)&Ec^fXQcUd-^TG@JNjCF&Qe$(})iodXmvFL}ZNt>SiXOuz)K zD+%4K#doF;Nw%}E&V?9**Gb?KcNF_0*qEuBOUYSs-6qK8JV?J$_kKa8TaG^Tx!exu zqUq&n*KD`wTbhu#gl9f)*p<#Yrf()>Wy_>_T~=M6GY~c2m@osIjz3oNngoy;3+8ke z^4tsqu~b#*^CQ;^JKO5<&}d_p)Cdh$5{c~m>PrNl&Nn>|FU~f%MoAD9ensUq4vEGV z=9)D^?V2m;$ytW5XNukLU?fehmRw3rQ`wKBo@syZ(7|52ECf%H=zstP`Km+G z<>8l`h1N>Jb$#8Do|EBA>rRMob+MIQ%GF-4XGYL)jZ|GGpnxw^&RQgr7W1!=RwPhp z?yz)dwBr|$h(`p7x(X!KiYMKUP4n+i6};|Z_TOK}UKWBRP|^93hWKN%8`^~2gBY~X z^(CpTG4UGq#5Zo`)rh;elvWW5g+#9 zt3Xicu5e(CA1KxjU0dDhE$xwjV~Q8@ zpivOZI4i7vKrj2$#kfWiW(YG3FVz;+)x@$QrYob@zH_2?w zwzBmRWL_SBI?^yD^XV2PVfBrb4AWXg!#)1nEtUu{2e~{%P-6?}U=fU{8y-U4S1<;L za?am^VI|LWIFFplL3v$|VuGZ%)d^!GLLI|qLA0|Ve&)@c*hnG1@U1d3cu0qlM$mFS zt~3w!jf=uGlXs%E-Apq5++QPQBii&&2TrUyg4cv5_t!(0p`MhLpBzPeXn7f~_>uu$ zFf+U&vEHb$(z<$%f%^Id@VYYUfNx4uK7b)##1B0<$GzIfRh{b8#&-k|WEy~%I-It) zb}boe-8?j!-fsYQ?C|H(PwVgjB)MI=;I(c?!1fevpC#=sg40BB8hF(WoOmDe=cgAA zPe9;ijK|?Er7nqYT0Oqo`iFht8B+&F>WuaW%XR{wKCLs`E6jsswF1D87d@*lBm&<2 z1($dP@S^RT`RB}^OjyYac=t{7DII>*{AYUSZ%`}uwN!*zS1YwnuYJwgA~P3tM_Wop!vJDh zKKWX|ME@OdDPDZ71BRS^y7UxhRDh(!AV+^~Mm?d~ubNLu`K#vd_NL~RhLrgX?i59= zk-$vN8YZ3Oq+kNB^-}fwPDjARiwe!IirHi0$brTy4<5J1$)n^Zis+#$@%EG<7{mCc zmGHZ*f7F-YeX`+WyrQ*7Thl!7O>Nz)TB%xxx4}<8IhcaC*1%Ao^7r?-p6l)RWZ}>B zZSBfDmK&Xs{RZg$G8Bui6$vhU<=fL~A0LRJf=-`^&!_~!{HFDkSaJ{s{pSebinvr1 z@0g(88)6L4ZeCPrN%4bkyt%ojFe?tkAG%5?8oyIIhne$s6POtjOmB)X;8E zeKnXs;t;2qs+#<Dp`8w&`?qErauGoEqL5CD=QqO7kgTA_w9n@GAtAmA6yGVa2ulKTxic& z)W~}(gsjPvjqit8&ZgE=QXsBY$l#91)#zGsE1ekr-6J{m0x0rWwcs441Ab(reKhS% zJL=g7ZOMWh1>OG85WC>S78dg}&GpS{QEQQYZT=HW`;YSbo(BD0<%d)#DUQsp7t!)? z#ndbRx7VIwMP`i>GTtsPSIfEmo*NN}&)#n0Tj_Yzl`Ta&dyBcYWwp0zc2el(>cSH> zffyTW>FxCKl623Hku*iv*KGm4BjbaS8gC=$4AR{Csgp?La6lGM5KU5VrRWhLt0qqb5$~{ zTe43+df1+Zg^Sg{#%bWO6{|71o*I~zMFiIQZspKiiNCwb**kbSpnt?Vn6br<5EE+R zjZq_l$36+Vr~#H_q!u6tyuSQOlK`vfnJ)(67sx-uAXl zy*8?0E%&v@KGoxV=_*H}P?fG;6Rz8Y@5SvlX!w*1+7^4>w?WUA@DQelc^%T=+{4DV zfoeFId{VqDWAyN&C3|EFUYI{wxiL#Cp;A;mO6t0z;GLAt&DW9VqQ+;W-!z3-YgJ}t z-(E>kEy8(1p2DXTPV1r386Zr8Mn8XNP8rhT(wK3OMJnGnUpH;7*68kC?4KT2cfFej zxXX%__05HVG1(TYKe>=Tcq#5*z3WRc>PnuGQ1u(PaO8rvJhZxkx$}TFczqiDHnl0X zXSRV7RuAcGq5CYR;alN5_2bhev4e(9Twa5gHW4#{j9pe+8NTcj^4>I=J-41KHsGS< zV?u4vV6AcQ({f)t0$N{GY`p{Z0QZ=!P3WOLXyTMR?RG(}*J6c@4bE9|qxPxaP1KIU zvVzZLPX5=yl2dv5r##J%UIKLj7s%TfHbB7My(TyQ8n+4p&spK&S`HoTO|=O@|yMXQ}1I3a}+t z4|6@pGL)5IYfS2&JHT2Fkh@(C4l#TSVRPHa#=(oY4;lb;O(DcRGr6vfCOZb3+o3Jo z3tF^y+8#0A;=3Ss{Zm~Tl32&m`s_JVl2-EtIZan~n;KIJSr{Lg;C|Ppxv}7_Q1ehc z|5Q(_0ZuSRpUv~(tSrcX=gpPW#I^Dlm2BjtUq2hav(*1$Z@iEyDqT0+J=jw3G8CCl zEcu8tm+AJs4}0QxhSqjjS>I>O8z-oEJyv0{i$eEgHR6oz58uuPoQ~+6g8# z5hg6&Wq=7Vv&pt~KkTpxx%2V9j%I+h7XV5TLQmikz(wygdc}WRu)u$3)%$P+f5xquCUF@%zB45a}q;D5bHs5rjIs%+}iZ4Z! zD=8jd+Y`P@ulS}SzdB3zG3�as6jjf`z$RLk5`;PX(6-C4Z6jEM{T)i-EZF-J$Vs zO|$2zjUOi5MpZpX?=9FvDA?n7CE=2EbuiGM+(=`V#@%oLky({gwq^MGomDhAYSAkq zO7b3=7E|yKY#--l`e+E#~hU(D!!uj_Cl$+D%rhB_f;y1*bCEsw%?AHSJV4@X5Xf4{#1T9#B z?GT;Ti+HV0eQ!ry>Z5-*H@)EOf%Fl01BdwCId$X{$axKkKChK zQVSBLUDulZn#DEM1j$(w#fOuZxhpqv`URAtHpDFnA0TWV-FeI?;$b`FWNriuTHWnFLWu z_4kTUXfM+3$QAD?JlZH(cjb6KLtvFOIx@6i7ifmW;rmo_pv>?s5!OATmPdLLkF@dL z5yB@rIAYLL>%1s_UOFm0X{zW)%9P$X9PfrB5qKYUL;to}k#3CO9ikYuk!7I zQQJ}G4e~&={ZHb1laiC5Uy~yqGynwv`=YZBOiqUT5{LU0TP+U4UwaVobFVdW?@da; zS-VHgi=*hbK8}XqVm3uDTW2cqfOtN@>PO}ApBh46;A}E1I1&T=+F?~GX-ZiT<0O93 z90n_;wIy+d;%>5QFPB;osaxuGWmcMk4R6%PyEdiWCuZy*7fRiJCpf#<%jK_cEn9n5C*WG=amp9`B=JPG>2*js_G05%0brq!Q3TmSM3r=~w1hW0m23e$Q@OCC?2d zxPNlooT|IXieJg?pgdT63xgpohO zv(4y@P3~ZeBLMk^hWI%J_i$z|r4*XQIwCLw&v zkY0cEV7e?4<;s<`xFrdI=tY6FY7f(m$z!nFW-IQ)P9b9?QEFHLysN!_Hodi<40=)Y zA5JP?u7^)eFTb@Kq}n*(5Hx;`)rxQdtttv9TCGgZ^2)H7qQ8^D23;4a2v<++`#_}wU=K6RdR-sha}Iq&cNgP5B=%)0kpYwdln zb**cO$maX>Ub?6uotTvfQV8*X$>o@=QsE+lb}RX)lX@V&T5rfMS)U<~Ufr;S%-43R zxvf9**8^GU?_kj%nlS#!Fv`E5&e#@x5olI_jW=Q6F>p#vv1&tZ%>HsB(7~p(G=+Xr z(F@Ff9w9l>C6>SbS;cwEJb*=w*qOaKji$;fG%R?>{2Hh^;;l5g#8kpI@!I=lsU@Z< z$r$HLKfnB`w(2nJ{L8Q7dMk=JknMC;Tlob49)>8y7h?IH9Ju`u?(|#zlmCBZ+xB+dg9S)A8lS`pKOP|GbepCobfOVhY zIoe?OWUiX=wA_m`&jNX9lfyVUNke+4sow>jDk{aSa-Ism3tYnaFI~mS^*D7byd$6dlYb33L2&_Gmt)GB4nY zt(RW9Uj*Nz_F--*m>O+YjPt0bDov9JWFz)A+M~07VPjss&24A`##2dXp;wv%<<3x)rs) zryKqs36EaADhL?DCx^QeW*4DQ;bsdRLO@l!s;eUmXR61OHEEhpE5nhZWY5`&KC#yq zEUI#)wI*2CO$WDdb+%4FEE;gmX88nSk|Vw4qtC;(a5+m{jHYUHncIybzQAH&%aZG{wcJ*YTULQ=(xsB>^rqT z%v+n8RRXtU_AdMsoYgW586MBT8Jyw3Bu!)u4l}XK7+1#>j8;lv^(@d>=ipKlmGP^9e#1aP1_6J*ZtTxdPXp*J06Xwg(D0`n^?L(_KUYfg+g!pw z?MDCxDq%l(-004t%6TdV>Ai`3dN)MD$1=2{!67`L58as4xfvEHoO9%QH|6=J&MbfA z*k*;4yO!NkGNukIZqGuW7+BX z?BN-?*)U_}M^smz+Rb!})!S-K37t|Bpw$Ps$ZN*jI$nbg4JO*7XoqPLfE5E{9$367+;2}!4!`+oM z&)jkDir!Uk4ZjlYhp0if(mBT@^LdIad;Kk@KDplYi*UBeQ0xV9@%HgziGar=&oolt zgJUU7(d(xL$Xj6JycDv%T0O>#3Mz?Rnwbmqf;odU?p3`X7AQ{}5*mNtQJHwdgfY`O zGJHR}f=^jDlz0e5<&QAL0ofY*@X%b81SFSHhGSLcf|NaZO|#d)3VYmV+Y%;{4u} zFM|pp=a_U6+;~ZgwV*q0UfRqB;(Q*l2Z0(C5xB!TyeF~HBmybe* z?-vKc_EEopR_EHf(=(m`n5X!U_s{MWg@a}R=9>oM0RY%@_>VgG%MSreumgSp(ryK* z!CaxNsJ0*asK3=n09h_owTKu9NN z@JwoCK7jPX1rTqEdsaZ&Lg3r=MBq9A^*X#hv*+~l^?zpk2@vk&MiiXBiDSf}DIn6) z-HtBCCEF|TU8b;;r2_TFWH}wJ3;BuO?SgvaMX%lS7{H3S~E_<5fy z*Lxd-@u#9#>H(JQg3MO~HjhSBwz!#J(Y<=DWHeMdfqNmRHZASaxsF%Xsl04r1wA+K zL~)z1v&41f*cWf%UZxHrH?M={X6|XbpQ5#BXX##=huoyVRAEk9OhM9Qt6vaD!POR- zU}rDAj?FqmWx#1|qTK$QGgbDSU{aEfMM0#s_37Kf*rnL|u&=hW%DCgbe}>4{*}g z2}vo(^qAhB&YYfDb%^-HNqBx;wfh67D0>>DahwT5FnWODIW07vf`u|6_lb>S^|mqr zA9Qv?+>^p4Uu^C~;olSbOmAQPpuzk$0=fNFAAY^=1-Jsgw-(3vwG#tY+I`ov;5pio z)9;N!!6_#|Mmuu@dPUvf5QPYM1My?k-UmTtl=zPwOvj1O`Fit+7c(WJ-yJqeGe zyG@7cjFWMEhVP;{#oAZBMuqq^p6I+?;ISRdpeh5`Pjo);#16h*KemxSHU5Yr;p8qh zb?1IsdyoYHdVGR;EYYmfU+tWJ)A6DH30-VQEB&2);5XgP@9rAEGx}sRId-&d-AljN zOa#T{Q{y5YSxe!*>>tww>-_rR_s56fse>!C^|C9F_vihxsy@E&o+$D$3{K6=F=kC= z76RF{Rbb0pxL4eH{c-*c7Ngj8pAFchIn&t){BE64f!K;l6kbXCkI1_#^^lGdp_}>R z=bD;tP{)w*D@U6HC;1V!aC-IgVvn;F&SVAvCz;|ET&d7UCb?dBPCsY$gXg{;$NkVu zzPz+Vk~)f`M^tvXW4vqe;Ta*6XB0NO@Ym`#Qnj*3DKEJI;)50?6rJ^3bpUx;yMy^- zOA2%Y)5K<=gvI`A2}^8f9`V5Ck3{3wb?GGR&6A4=H9{y)ldhUvaA5AuX~S#Guo2dL z(O}JfH<}$~wv4%3vx|o@QHtK9hB2Qesn%Ac!k*-&@g|vJG$wtPt3fW@y^IP`JDI(T z6_0tP-%u;EsWh@#>TU`+U{XK{5f6nDS6So`pyzg z$qzjTOg2%YBg=up9tZNg7g0O&%9s!$b$m3v<7#yM30<8mL6>pEvp3!_`EoJ3TUjX^ z)St%!k?5fgvk!9&ie~z>cCuWSNt6bqSWYTSwAH>(QTE+?piF`uZp}2j45@pQhdpY4 zxg9kro$qeF0nl3Te>tfeUBLTfmDvv@)EW`hy-85WRW}L07`!h0ijDMBOKSjvX=v)T z_n6{~z>kx6hZ0iDDSIlWveK5jJE_yuRSSBkDXF#EFz7}+#v4sODe0ckATOO45nM^P z8XCd16kB)>_CFQl{Qg5a&viA~lF~AoC9YLlcUqCY@v=2;d%ZM`M-u|cXmkd&8PTHD zPi(OBma2Sc<0+4k>bi)OT4p^3A$&L04?7R7l1FaAH98ls4U7%ZdtyRF%q?xx4OHG( zJZ~7nSgIO#Oep6Kz=AOKr{6cG>KuWFhf2;~4=Es=kHA@RR|XdisnS9dNN!VD55%nK zy1nmwtdbIk{dAHiuvjfkfu68sufS09!nx+XrZ+(S3B-2hYZc1j!~Jn)`uFR5j^h2l z8SDR>^_e<#Omy~-e*SMILgRc!eP4D!jz{>=wSJM`8)T1>9 zvcYW^8ZDGDH5K^W12#kA^@+J+$F99A+<66Wn`FEFFf6m$U@v0p0;B(}JwvG>K>|*$ zkX{0|VsZ&})q*`sfDR;#>(l#3I#JKJczdywE{u(i3PPJyS!jP(U)wnk{XMZazCa)#;-sO?@5N{T8$))#ELH!* z*Z*tUIVo^tX9&jMd&sQ+Y#hp!t08vN+)DUml4NS(xQv;84FJbhq11Kj>_|M0-yAryfz3`hG%JlH%87CqZM z4iJv`>&i35KnO^!9^kVh04bn*mq-{z^=C3*E%3>|uK|h^+YS3)yS)0U@Guyl@WLVt zYup-&oyDdFiZbisT3*Dy58({f=MN6nA>DofN}sF_6&~h_Bno#Bx3_ai&MJ~ zjf@9??sryEmzD~2eP~J|qy734Tn4;k242#a&Q_$cJc={XmD1w5jz2o^aOmq6R5ICl z0+#)YdgvV=oBqc=r4P?w|L#cfj}LCY{QWqi`QOPPc>_S^zm-1K18tsRh-Q5-hN47T z@4dKyDuRDl1Fj1G9BrA@RwS&`CP3d<_c>?AKB!kD#jR;hVLKsK0^6iU&Vcpe1hodb zGk3QghZ|o4t9{GOncP<2yJE6} zx0VbHyaAV#L7| zuBH(a!)hb*MV`})R9T#-O8F}z&PnhRZEfC_6uuMOnPwwWX*!FS*3#rvq!A%9oZb{c zLu|P)yTEW0r|rZj);kW*W&a7o_&YIi{~@a8N0iM8eD%KvE|({;ca?v=PhLX3W^0R1 z%iSw1fh>izXSO2{ETW~%PNxvYK-l72Ji`#fDse@c-mBL^9^9{&7SOP(+nc!z#!QoR z>||r1ai)g~uf*mHX%}6hoDWpq+3i~p=72Qgqy{>LVtC^4bru)180O5EN;+nya7Zyg zi#m{OCXZ97qIk*@a-joCg4%ci1Q=%?W!yazA{V_Zr9|$;#+IZq>=}#)LIc$@5-6tH zYWxh60M}tKDm?=|VAVraxpGsqA|1Dm?^Zx1d26kkqzwbESi&R|+1Zc<_UUE|Yl@}< zY&Nk{crMCi!FR8wUTtNFV7n`9g;?=?RA3zK?;O%jOIs>VG!p1+rhE$RL(-35a>N;a z5`1^)!_>1`1qaS?Up2IjJBj+wcHR({%XrroMJ#ZzSB>@XJJ|z|#i}$mM{4i`5d42g zk?}{5(0?1a+@H3L!|6G(4zseCDASRcd|yD%zJL~PP}?!u!oLG!zGXy@H_IPl4FB$Y zX?$_=4V^0}^8z@@`9&V3e!`-$sAMUak5->>M91Xre3}JLLQ5t$b8l?l|F|FpQVjHK zN$T9bVc*GXcwL^WY*XTz!TboN(fu7W?98Nw+w)4HTt>YKw;uJp;eFKWk?$3+p51Iw zEGvSU->n!mpj4@gQIB!vRDs?Y%f&`}Rq-rtgULh<%7vA=g@zxk!vqAXxJZzr*xnH> z>1V5-LRp!nYzfo{TLGt2gD2mPsM142wfd+MY#snytfPQaV@)im4kC;Z_2dOaZZeXD zao*9hvFx77>-sdsRWJXk?kD!**XcoH!ASYmnIgiv6iXs`cZPBC@J(ifUKgY@X-bnt zHi=35o*J%T34GbzEQOHf=JbaQgLVggXtYwQbku0z>&))%T|R&4`+f$Z88mdpIjC@9 z=B)(zenX3KQy-t=A>bJIiTlUs3f4(S@9&Qof6~qW-vdU5(6_ciN9hWM+#>@yBI}9! z_SYX`SbxoI6JG8TIj#NaaWdEELNcw|3S-aagS~V^$(y0%oNu^H5y}PL%4cUR8FkGS}mWA#-DEMUP;% z^OPTJKg&b+QtrRzY6lHGhBa#_{{)TNXk-6g#hJRVqL|yUNNVqeis~|_A3KLGjgK{p6=tR?MxAZZr8Ko<*MC7 zrIJ#6!x%?^a#=A&*qwQGE5w?|r_XzWdSTX3ZY9BO3Eb=vu6@HW;ko^uV#2U~@2*j< ze`(Pf`4ADY!Q5QW)-#@`&jR&hsr%5c9ipqB)re)UajzisIv_gV7|`IiJ5QcCe;2x% z_~+uM|2ra6N&`!=MUvjOPNQp800ue)B;Sivib2>~8z}k`*;|6&#W{$s+sC0QZ{%6EAFZJqbR*a%3OAQ=E~)fh|J+}a z8Br_*vcq|wqNFdqlb@X`Iw$co+d+B7koXjO5Be)f&{>H`tK}~5S6@okG7jDe{-B9w zn{fdVHpa+S`33YC%KRXM&Qnv09c3dety?iKShZp>CgkqbO+v61Lh(RIjqRWmzN1k4 zz4evJ-wK|ZIL8%N_U@dms_uu)WK#IEv92J1ql;w*-C)c({jkiuRjEJlREeLJJ}LPW z?-RQMhAjEg-SB&bDf4jBw{cGu7*=8;V-ZiMWgahJ2<=a*kP>^C=S{5GyMz1cN$P$Q7V~en9E1Nqtk{ z9JJPQ*lAt8l!=m~)9D^rGMUsv;DCxsmD>8zG?`m5%7(MT^-9>Tk9JWE#WW=KMpspJ zxP8QfxreoF&neD{RF<8Ax`qw-X!0d`mD;_Pp~6o!OOyxdFK)}r+(`uCILpG{Dd!|N zEo{t4`(GTms>Jmz-L8DRgIurs=5@Y-kAGmD{(g7#^e1WPf3jNohmGj)2=IL~!uTiY z4F27RzTW_BkC!p1vXi5g449RQ0mNb9lTI}K;ANNPDy&zNy8E=KZxHCGs>f{aU(Wdi zBx`YNWV{`?6NQIKiO@>mTd-2m5(+bvTfsE^Ob(i*#I>B5P@v7U?v*nxfk5=@+)_OVklU>8YEJk29ibN`w2CTu2OvgeV|4Cct9|pCxugd%WCa& zw_5umFSZ@i)?(Q9;K2^K21)P9IC4#$(G+|eba58q`>7TvmVvKDVNeX_sgIiMed^dR z*52O&YTzW)*EE5u8t9J9uf_nao|6Y!jkeevvRs|yR1O}fueZSHntHW_I0}SFURgz* z^DNd5EF0Z!e7|SaytfF{+l7~1^`)4Duf1>dJ+RG~5+LBuH!S~oMETL@{Ktn}B#lpj z-p=p)Xw`HP8J~l8Bzt1+s}6~Dd|@536zRJ}{5^j&sZVAwbze?C_wC?<4!8DcWPCpI zRrz%IfxPbo$(3B65n+r|P3IS*?UDo`x;47m3L8$q@z_y&~LGDC*gGLswUFnl~ zu66ay0K#);H^>aIDeo3^PhFJFoDK!A_mwoo+1g)b8nH*H77=JIX7ZZ}Fu>)ExnE^| zngql3g7od|ys0(U$)|7$+h+%O(<4Fm{4NXy_onZ#z}mpblnm66x?#9kG|=luaZB(z&Pk*b*{l#&HCM3Wa25WBkN#q|dhVwfwZ48!;FAT;XlMnq1~ zg+PrMrg=!{+wP1Qgb4-gJke^LS0N``@z^S4Hu4M74ZBuqFSOF*>1#~sNzD}a`q{i% zXNovRp+?FrO0jf0)vk`q)*kGPY+{(^c6H(b1+-4ei*<#XXsFB-OQgTB4T!eb^Q4>l zqTckk zkoIK8fWFknp61++gvpVS(0^4)0v(M3=j)`4p?p87KH}Sb99hSo(ENXF8-K-!f62a% z6-V)#k9uhP)k*wdfdBph;K*cyyzDoQexnRgkuQ6Xoln+@uTMOsk>0O$=$Z76-B8A} zZ;s+^N ze;bKUW)8~#u*XQ3V~-@DUl0)e3+S8k*FLddX|#~IAw@HjXV0T1gMA{xeUb~LL0bfK zKeZ7&OlJQ0MOV5RYrVy$EXH;@QN}AXg+Lm;b@a(9ZdD+m>hM5+X>SkJ|OW46yM>t5lSZ|q; zI`5^&Bzp(;w`s)}C$MwAlu_OT$)i=IbJL24kd5J{1_dPg8g}%2CODEY|kF zY{%**7Yl7IBXR^lm0v)8vSJ&`U)Sh2u?_!HuUD<+ z%Ld{FAiMCI@>O~Ncm%ENS~turZO?zuKtZW>8Bmqpy83x z`LNm)y%7&bK#Pb7(UjBpm0_sz3Y&(fo?OzEJL7N6o`=y6@( z5$UNuBLkNnh0;o2qpbiv1jw_krsIIFa^Gmoj}a@!{X7Uz0G8iQoR>MjOk@0KvN(S( zkoO-e0sb*m|A)Vy*wkOw5%vi*{G*+A%40WrEZWq$9)H@~Ei?W%emE{K+gE!EV|K`U%~l*)$%wiTqrFt@Y0 zU-PKMGYyAXkIPf7re*CnY&(HlM8+Kzq;{+)=M^SbEY|@K5E=$&BSA9fH^AhY$5$o4 zfLJ#oZqvBu)|bsCG5IZDTDm!qP2m!2Qf{7qfC{|n9_IGvVT4R$c=zz&5{^UGCHnno z8tded(fnm?oh?G@2rrnE;QcrHa}w5}kV_x3ueuAqwFajqCNd|Zx65}nCUCYq3u#Ds zdj~VrT~fBX((F3v?DlRt{rlXmG{Y`K7Fr6iTp@b`W(z&0r!+5Ah?TRqKmA5MqQ%>~ zp9+TK!(@7#cf;#?kaF>QGY+%ejr}6Gll`=5o_N2UB(!DI3qq67nj5*^W$~=B;GMOV zOe?g-vh5ih9v72^cD9XVK72|uzZ-1-E-_1-GGeFJy0e0Jj+@+3wbFq-q#q8AJkNA< zTS$}V{|*rk^oYjYIW8n4Jk#FT1DbTL{qYkLk*3!O?i>MkwQu6RcE z-W>A5hTiyWCu9z2)0~Q3^Rjhs*pp8? zkH>{9$cb0JfQCy7)h*?a^PgD=lXbxRAxs`HMZQoEI$K8ysN4js=NUr||A$(AGv@ut zrdxa=L#L&0$?PaVazGr;ur?qK6z7OTfr~-VeI+n517aCJeTZHh`idtzK7w&6(o9I5 z*SC6Jc{v}|?mme#$wVShvl%?w0SHg&jJ`eNUx zJ`ACgxAo}$(vrra+4KHKN(ZzfqLFl?0JoEiPPQ(>J6-f3-7(TR{W-1&O9tzx@zx;l zR&eM0`f#4M&OoSpK-2g_=JVmcb=wk^w4qO;R`q;MW(U9lVR!)p zXQX+vl?fEFRfWVNFL2Ll99kNH?aAb1wM@^8-0V|G{CiSF9xmi>F(UlA66ycUZV!t2 zPIvT&zaMpyIT-&-+B+WhOrrrwqiTm-^^Of12RfFnXW&Bv6NfIor@E8i%-z#=VgB>P zU47%xEBq{kkx_bC2G&=H@G;)Lm{;d~r8(`Lv}r)WHe-76zDCl%W_d&Y_`5UdQ^aiP z*W~K#;ZDyIqaQxTaeZ?df3PZ3xIq3QA+`NQhRe*|I|}%^2)C3gx zyI#?!0*d${p2QfD%XEge1tls{{ar&0sTttK``6H(i(XI;8P zQ^&H=92Lw~f62bUr&FuaTQmTJYsmQ2as`HRlWH*ggnthGe6({;aJ&Avt^7`&;(tJc z0(74^NuY#;oRs_iNq!tb@m~{<|JW7lI|*LJE^u=C3piYD^B0ww03J(r(|@|P?g_XYMqy2p#*rm_2O^X z^oXD#Q6e~CUum*q=J&V7Xtcy{U=3_dtxui9+wXtnC$Zze2}TV_&FYKV%iu5J393Lg9O`=e}%PQ;k7k%xWj znKpTm*$D-CR@UK5G5DyWRQ~InarROkNEVZ*{){G4D+)Hv7gYzu`R#`ADZo*D)})U~ ztko<{C?@k~ekG+-I9>3|M?AtB>t8jWI`Ymx*rsb%?(y{ez0Pv~Re952!o+`keGD1@ z7f7(uQ7*ekutd-K?#OwGDKoe(q)~gMmOByhd&s@0E_zaKH{@iQ_%WIFBWN4!m28tO z*6DIV^@dr8$nC`49J=DC>Yvnmbw$;~M_F$;P$c9JspT3pOLcAB@86DzSdcI!Ew7pP zwieMK4w>0$G0P9HOGs{f{rUMFSaJAl^m94C!kvebVmm`awghhjReJcY%yNKIS#3LU z$7fZAQ&uTuONR2wXXap}^<55>DRX{lWW|QOO8!;@id6_X=%_?_4~x&nZRT!1My2WX zi4-IkWvg~!H~2TxsV)$Su5RAi@r0#V-R|- zE>Gp6#G~E_)%?UITlY~MqlGAEalRcY)7Z&4MtIeG|8~gq{=3|vc{L;c`44F_orR&S zS=NP}D-V@(0||-|mT7k*uQRdZ?3~I>=iyE1*Zr7pSs$Gdt?x-Yn0#Z`XXLhrP*I_K z)_}>l6`y$k0A6a!nG;Ee3NsNyt!A{u^FV%hLiQf5ff`mU;3A5sS}ipj%sT~*M8%J` zTMRP0<5p{G$LQ+Ef+qpewD6@^{JWwI{_EgFvtq6NTCP_ zNt?CWDXN%gn?Nt#*A$ZJI_0gU-=z@ibs1YMVDpKsXYfkhgj$w*^ORjYn_BDZaWWcl z49$Gm$rN&^ozFy)caofywQN;qLKbP_Gv;LCnH$|Qs?!3%dG`OwXyJd|&U7P?!3?YM z8qHpdkAa#>gXxQ!`VLi6Q0UhufTKS~eF5ob3gE^>i>KJ)oVR(kOYbHpjUq&dsWy1E zTJ>H+djSCon4mkDibO<#JlR|_>eN3G3x!M1$a@No`K+snSFqen+e*6rQLg16gFJUO zQ(?1Lw%pT4}dHi$qjQ^Zn{iD`2;|gHDOObbD~Eif9~vEU9>28XfdRhVZ?X~X)9bB7thw2ZR|T+`m&h`9Ju4mnnj>4#@dT`GRHut;6_a^luuPvo85 zN!eBOT7F{H**szsXuLp;31o~scfK6ogtV=a^u>)z8zq?7IKOT&_zTEgd2X{#2kKf} znkjIR?+U_t0vDzK3&=>H^ke>Yig2MT8)Q2fG6<7N!c{NN&e^uzdoZf9#UUV{{Vc6_ zz8b#r;WQ5eeeD6dWbX)Vk45e+f6NaQ{vc}#LI=|Wf{uF%BAi|C61n}h(}{%;^67{a z2?=$1_;pv?x=m?ZyQEbG^F#+o`-14ldodx4Z{h76ri{67nQ5zHJWe_DT&fH#k_oA!50{1}LyBHbgEXoK|iO8dsT35ZuZFAo!?3;=h zeiT{d%%PvLjobM$2u-wtY%VrDBuD{m2~Wgm!ughoMbXM<@`1$PJOc5r|JDio4C==lJ!K{xO(kG)^zuZy)gcNuvvJ$@W}L?$bKp8#{bU*pKg)dH4mCYsf#nhP#KL z{r(A2m@nn|Pd=UhWW=c{LaFa>4?G$1`|{C!KTGcG%4KRneG?_GlkC(QU@KHptnQ%i zBMDHfd=kD3FS3>9g**@h`g5ECsm3II0U7kc+CEWiugH8KBS1`>3>(O!SpWKd*zpMI zGfi}n-``GgG6Lo4k)x8&I1#z2*OHrvqoCM*LL(9&<`v+=P>uzwV8QASKMUZj`xF24 zFB4ns8;n1h3uAioon)m|e$BUep4`KU`eEMMBBDm98Sn{B2? zPTK&KY!63i)Z}&fC>brP_=E*Eze_Imdu~k~{*b5Y*+X*&7=?lS z%!NEogmYY_u5;l+J-&|ple93>oxRH4p-4=mx^3KCM~R(7fEXVR*JczhtoIYXURb~| z(KQJhSmphXW!$|tyB+*XfQaF8pcBK)HXlWJ_1)L$>BcYXJ>)8Q=jF!QJZRb-ZW(7t z`@RWXN8vTqLv=-jkmMlX(PGG(p9~Mc8~0exX^24lSb_L0hYe(I3DXfKh2(seSv_vcN_4oD1GYhDO9;`UEbJjIq9t5bRD$4cEK| z+$ji2qS_GhA>xHzFU#$&v`0jmx3tmI953h_hlU2L)NccgES$-BZkVA~Uun8knSK-I zK~7xodg}Rr=F(G`)99pHEdfe}$clB9%+jDfZDV82#~VQFhr|-#J6|?z6o9OgF4IQg z;2sbXd+<;9n(Q5nPKqGum@r^%siWKb<#okPw5V=Ce{G?0sh!QpgD;?b1e|1Y*=vBv zZ-6%2=gFSLt`N=gt0@V4N6q;IvV3?;@Y~6S?9};90+d#!DkcoV(*te5Hav*bhmFhF z$Q?N90LO>L1Mskmi;pr0I7@uHdf0km@qisx6|<6n+->>#4rob?^DTbFLkIzIWKk+# z-h=s5{J!k4KbHN?SJ?ra8isFGjfv-JBr$gwi9L<19=M8>` zdO8^CLfAO52Zr0$x6ie(1ETLno9j<>Z|zadbL|Tm0^)tJl=EoFvPs(>v9Sf-TQo74l?=(2sa$d&u}O|$lQ0ux5`6s4@fH< zu5;Lr8lcv9@nYORsTKcNwtr=QaPd~Rs~0hajR=%#Ssml|ufEv+_%tEI?jNp>^BIt7 zzC5#0QK%SZQ=i_E$@GtqbULupswvlebqa* zlW)2Pw-o}J!hRvcB#-0D-kpv&LPTZ{BK6Df$L_CRPRcMzRfARM?e1i;y>$$=eCHJ7 ze7hDQG=3-QjnX&GVfs8dBD1u?S#J$Qe-r9Y7VubcZ{iU0HZ7qlHa zf|uVN0l>FKd?LN}q4ZHWW={Av(uw@q-`rv6&q@F-Mnxsa`BzlqABgwQPtgQ9AHp$O zuO-I!R=iZsXe_JKPQb&><$t_7peURRN4oy6desxZ^cOjHRo%cc3O!{uy_nV;FBUmx z2_nn1Lcoigz8MIsQFRVs^T4du?2K+{^jqa;OK2ZnfPPaOfP?zm)^%i(R%mE9^nSUa z{d-*3KiE`je#;Rcp;_wg5CS^f{v&tZ@qJHy0qm)SS!igqsO~@C)E|le7tQ|f9|?}; z_2fv9^~Xm7k?N7t9Xz+KOxO`mL|=0}?+l$>O^*q}!jk<}(dSp#+7B=`wCnlfjKnqK z`LfxfW~0%m!}Q}B9y!opGwt}~`#6F+!^rux7-u|C)EN*;JH|Bi3XRuiII)sF!|076 zsv$eLs1S(IKMkQMvWjI7rU$>Y+W=<^fu3^dR`X-%6N{Va#(M-y3hFQd|3)4o`XLBi z;D%lln&^3nOH@82j~=_y2bCdI#>s?d({Hj@Jkff77hf%e043}_!u~+ z+qCk_V?^>1CDv|4Zo(}7P8b~X{2rXui2-p7!kDoY#l~#}x;igDsqWQb(=&lyrh&L5n>OQ#_({r!1CPrJKQL>|m9}sQ3B3mK{B3ZtG z;&qDr=~cUOi_LgFn#8=?*Hu#^&pKRgzv%heF92t~)>gt@kssHIK}BCdu2^}vK>Brq z{B>u(;G=Z)@rR?nTP612pulMGP8qSqnxx}+5nc^wX!BU$E(YiRF1QM5ktx&*RvzUVyyRHHbNkdpaSS8FFoU@wH z>&XX6-j2diIUr_o<)5J)-Ja>B@H;>!vy|mu3{Ht$Nk(1;=<9(7qGkRzku~bLGovdJ z`nx#3diYPY&*Pc5nh8*d=@-3A&(I=Ud>irPJa$uGosdfEBBrDo{oU+LnZWB;B180k zQrYKTB>eH<&~#WpYoE{-2w~DAX=;ZkIGj00~t!#jMzjBR2f{P z945gt956H_JyB@hx{~dS#cJ`AHAg+v{4ProYIWpx&p1xn9Wi68j*zcqC%ME^n*OHEIZu zaE=l>TutC>ekb#A?*_PIX16DxR5QQGVZ;!-BhzOk5I7TcIxvlMlnCpmqiWgGbe2+% zqa&XIQBtq9D4d;FbfH?#TyVA|q~J<#(8v66pR154Ecjh(^no;LH>*(=vFXl|7qSS( zxLD5ZZEGgePwdX;g#qSj9_~p;^jgW;ScvU{8{=BA8nz8hMdJCv8m?G;ziUMDgv%Dk zsCSezJwrs&BD{wuu2kNfbIV& zQVg{1NTHkwH&ob`deh=k#KEHYBv{iw*4#tpIn)gSbaA)_E+0px6qM$v4Bkk4HLfii z+m6lzTjj0_H%udIjV0_JbB^ttjl94^pEATibi$XQtAeChNp9#I>VG|@^}M#loF5=? z&Re67;c&y5}FI%N?>IR>)Vmy$& z0Xl2l|Cs3UYFwa^Jr}Y&xERW&Vm$acT5aSdN}B-;pNB1$jq!6#qGBQ{Shu>2y&WlE zzISc8tsg#htz`KjFtsXu2E^NnxMo*`gPufS>mbp*AD4B<2zn?!rbQi23FCy$)L zHmO8qIF(Us2xWMcx~J1QEssq1NI_}~Wg0Jwa$J=hQtbjy4(?~@Jnd*{N9uO==vKhZ zb1*#QvFNU#77NbaQNzseL90wzQPu%$9_+>>V5oJ5~|1T=rK0db>S2~ z`CmX!)OPl`kgf;tW}Cx~n?3q*)~x z70dGWwEcPq^L7#yt>ZxE1CcfSShHBowuv!>^Dg1ptqL_ z&a?$E=3a_dK@jDARw=Y>C)9f%)D2{=RHb}4<;)AP7dyfpw5K5#@62A6GH;twOuw!I z)xU01mv>CEdiI8pAlv~(KZ;BnzCk~{Pt@(XO?%RGKJjd7sD653`zbmP=~NjmB4Dn*hSbY_IsPW&>pV6JNuU~k z{Ag1}r4GGyO`rO4;(MwWsv%!MHOuE_vtBJ(g0Z+fWTCn>;oQ(7_FhaDuNK+jdPDf7 zSO=n&mXIRfKIJ9T+re-B+R^X6N8VZKEoSzqmQghC_Z*#8yLH9SEeKj!MuP-@SXl}$ zf_rT%H(t;Vd9<|*aa&2LVMF*b+PuBl(E2asU*4#-_i&h8rMeeMnj@#{UmKJ+x~x;?oj+tW zIl7&^YKPu0DiU|H>jaUEtFEmF zv-k6ZtHbI+I%TeTaQ69>Go=AbOw?gk;sGIVCfd;Soo;5WF~yvzr`_*{ze%W2IjBw0S)f!P@2y@Y9j&FOPZ1u}MD+lr_ zlj_K4Z9sTwBZVJ`7<>}WNAib&tT!XmVGS7D2Zf~Vsr%*!0@mf5jftpreCNJ^8oE+p zWnVz8r6VPjW06RIuKK-Y6jr^X2vbD|LJ&LnKq)Bhl-fSX?BMq5JGgt=`_Mr#`-w$Y!c3plw(}0MJv<6% z!Mv&A5+&1y0TmxAGh)eUrzYD_|@uq}E;`3{Cbd<^GkI+iWBe;VGM;!Kewtu!4 zD)0QjOcX9^&%tFxeKk>9;;h}LFcZ9y=KPE4#p8-Kw@YL$ha1PO%_&Syx0!OoOexF{$%`k-ujr@LefOIB56IF~lGX3E1<9qai-aSG6$8_6)Za1^dV_Z3cMhZQCzyu^%mWfTTx z2=R&Z1fwLUSsk5wI%J~YjS$laHiSl;O`hOWSjRG`;q3ffgToofnMs>5xDvJFEvF4g6pHN6|{Lq;?fip1Nr&L8i7V@mQhlE!}ahjX`tQr zDQBWGo5C-k=Tj7bQSE^pan*TLzknK_1_A-M{cvYKuU|ZC9M9%I^Apv7bvr=4(n?14 z`rGX{eK&jB2*=28t!~17bM3i1V%pIA8@R1rymcbnGz_X`uF0ef6qYvN{{TeZ+F~iT z7o^es0LXyq`jGyB=*mU|St#YzHu8P?LHztEL#=BuL<&BYp}lw_cPI&YK|f(DK9e)A zwmsuv%+O@KvCM#>J9VovLn@w!Mf4zx-DLYEDQH#6iCeAc;@HZk5pygYDfG3}FCZKn zxf;mrRX=h{_=Fzg*y9d*`^zqn#Vz^=(+eM_4+?!kWTZ77(r%ydvr(*}mJ_#cK3}*aC00{}n1-350Nq-;Fg-8IwKc)$w(?zX@b}*HKUi~n zK&0UONx2Gl-<$wtyzJD<_3U(;SVUxvo*Z@=wTbE{#gb0CWItMv9m=nJ15)tX?5CHg zt%^%^X?ot($4qWsduwV7Ue4q2*3!aGg*~Oh;KzXVkFE2xUFQYd%>di4AN0}BO|}uw zl@W&DNZkOo_bVpy;96CrQ4iA?$AGn0ym-Pz1uA61T85F$`ykExJ>?@LiM8*N-}>qa zZsPlZ)}*}1LEY*~VKoPor-#MFsf=3LTA_VOAfN*|#&_>TPhX>4*`A}~FZh`4)yurf zQNk37CyKJ^(Jl+ZdZ?cxFCmo*SB+f1WDMv_fVJlYeK!?O@*rln`T3uh^cpc>(2F%S9N&Cdnd1bVA+Vypr#IY=&37sYlFt zto7y2(n5K8t7PZ*QK&xd{mN`a&_|-Yq5!a>X#{N8 z2r-4!*JiAqZPU&4Su|W%Q|tp`_0yfWds}q($9?dh#oQzJiIP73@`#vE+s5}17m=@7 zA_JQF`OrS@i86=P^4d3%#CnVg*r#k*&5KV1yT`6lu$owrCwd|!829A=(V|XEp*uhd zSMof_-#YN~4D$P)hKT{2Ad?A_a6e7ku+fr=T=SltTR=$h$$h`NMrVW(?FgE1=8>iF z=PG*}A)GYc@0ZN1dft2o<72NArA=hrRz{rO07G8$t-b{*X{X#}30=c_Mw4^9QE}o> zn^xJgFTa4YoTbqTSE?%|#`aO03vU;{T83%bD_S0%Hy)acPTg74;ubcOm4T;$Y)rhJ zz>+xcV*_y?jM`nj(#E$>@3ulwb14H|P3@xvfN1W^;|TUUAl$s2m7^)HTqQd9K=Z`{ z5o~=HeSePtr3pb%*NJEoE+{!@v*+}0I&HYFDluAXf@cF$D9-C3)C!%xfh> zJK$pUMIS1`ndCFz#k8TRG4H@4Q~`3r6eI-Bb60QI%0IdVtJA+sqm3jzaGa@nuM{P| zH&+8_7>OD56gN6UMuq#yZ55k`dsmW*EKUwX5WA?8$z)hfmxR^DZ#2z-!<|v z)`Nq?Ha+tA4hb1dYtPom#NY}^(*kjsxH=hPqg)CqfsaJWjEL2Os(1z)L*K;gkz zs%=-*Up)?j_D8S>TQ&Ghc6jQazcrzj856ThTM>nReBk?W0eYQzIBQ0~3XSd+Z&HdE zq#NlJQi;Hw`2W~@3#ho7Zd53GVLJxP;*D1b2695`tTR1cF-=EI^RPC3tX$ z0Kp}=yS|Dtu^PYUFb6*<>jA+SWd6^3`laPYB9xJp9(Uk$%ESW7fwVtWI2NEZGQ5OI1elMIvR3 zF#bo7uS5#D}ibCk4y(A|QMAR>G2tsvsY=GxdSOR296!{`CsIadiOT_^Tw7wNA4Z2RA1 zzC200*&m}ZDlhqV@j5O1?`?|YkG_iPo;2yXE7v zcmI1*JQi0u?EN@inKQLF;^fY2*-=$jV0|S~9$TkQxi-JeW?2>D1%)-(F~x<*GJH0( z?fHnI&UB*w{NOzFExoh0xNWv+H9&gGgAae?UL(qq zSunT=RiExKe1Ty3 z0E!Lc%72UE{vEgcKkt9qg@W4Pw+o!~&;bEFVuE9WjxnG7jv4&DH=kn_yL*q#qpru7 z9uz-hU*J5z&PR;VK>-s-&fPdZ_FdIJ-l}E^O&{Uf+Qyqq<|u!CyLbl~8GX>|39ve< zX(c@-6{DJ%ggUH5s@(+w*YSCP20@e{QbS6f7v@sPELDY{!QSDU`$NR2zoTh%X&{8AS&Tbkmugxvlr7gW|%`MgCB-tfxJ=|3- z-K3lyU7VdPojfQ7*kx@UJS^SVrKL2bEzO-RfIOXm&o0gmuRSa&J={Dk*YSp)g= z@p18piJ_zXy_AnX9+yGSU&<=Tg5cobKtF*$(Ble7U&hDQ3ItM80x^L=pl6_`@Nl4~ zz!4nqdI=Bz=l%CFNbULGj(>kp!vY}yZ@}S;DK+eW9{)}Uf(y$5fhyx4=Rs1SXNZVM zh)E)e)0gn;!F`vs>2 zB97W?Bq~>2t~Uv}&!{CU+ws)Lj%c{e+}Lt{s0S9eeE_rCt|iOH$ynIE%rE30ek8=Jqjws($CPS4ISF0Za{e%A{Q z1pl{c{iA08u3lI`y`CT-z#}02t{2=BZ{P)wh4AzRCnC0l8q#Z594f9i&u}FZax2@B zskzmU@XXxCQ1EGZR%nlZSM5*D{&N+3``@bBKPvXmdd-2*fR6bD3myvu23_9#UE=!R zd1pjML8bu-C8>3KI=je+`K&WfQo~36wO;E#I}PTS+SShShAbK-QYk~xW`KYMl^tNq zPp4IGFYM*jGp1I{t%W9+_vy_m^Xd<;^nw7GIjah?R4sSM(gtimJ)#FboGrO&G1;&P zw2D8a{$HfZ-#LeT44(#cU0lM%%y9rEpRxj=#k=(Pw}2FH0Jyu&-Fec(eVSN>&b99U z6PZ==fN{4MDHEluyscs^>)4o`sy|o~*i!5EbLm7k0+M5Be%SG4_?=Oiiq#@9KrmM) z@=~eQ$Nqx(K9sGfL@GbZ6r8uFt1D}5%MGEyH6Ql9j96s0_ z=ysQ`9lw4>^Zvv&?Jz(TP##4j>;J^r31YfcDxp}E*~DoCVkv8rYtSy_{2BlprkI=N zE70zIV}WHxKMWa!^@e{Y0Jq5B5inMf=*!^{eFl~?B|YufLyS3!L2~nRUPKc z8bND6s~94_$hFwgKRH||`akMwN9n}mU}f6g2A^GCeTz?=>ioqX;` zI%bTza){>>{>_*>y3?5I(}=aOW0>~kVcIzWefUJpceavdYo~@MM}EAdF912>t4+SS z8YNPZ#9T8G-SPuRw=y@+WiFPoWfvY$f!WLG8uG8|R)jlC^zFuXh<#kDt}}x^z@72Z ztz=kO@9Jg|9;1=d9jz08K)N>zSi3EYlL@$IYpKu=Fq&fZD5g!ek7*~aPAty4+7_o! zb~ZW098PYQJp?*IBpYk&?N#3L4&kC1Dchkk%z7m}&Qp4ZO@w}xZ)mE4nI!9K4WR35 z7Pjv6=`VeI&%ZF6yuDdCZ!}u;soG%@^H zbVeWt`2A%O)D=-kC;x<8k)5NzmE8BC>86{1b92q##7H-=T?1QFo}xKgRNVUO^a9_* zJEly<2Z-ritltLSm?DmP;zs0%4l1zoC)5{EU;OnQpf&JhzrGJS;obe9oo!t9b6^Ko zm>i%pPzr&CMcF^V)PO4MANk-0`qjDIgktn20CL3Q$+lk?nBRX3!~UMuxIu;j$U`hw zs&XCj_nZMU@K@5Aay7Y`Qg6&6)xG~o5!B9i7CM0vkXpaJd*Qj#6dlP%A1A>8azKjO z+sbPw(fp|3uIOHpDKHVw;suQDoUi{Jt}{}GmvP{A(+>#Qh9 z=m&4vL2TJKz8Vco-tZi%&-a;-zrHN*T%C@;uUsbC8gpj?^}9}x*}#uHyx197Z8}7; z8O!YR-WU|$-q!FbUwXizh?+zEoNu?l^iBQ_zri^K|5A+d_ye}lM*f83MVE>L@fjq} z&%AHN$J0mFy7HqQhaf2+`Y36;qs=CFFhlZeNg1Hr@3Dtn{jdmM8SEg9Uo6S+Go8Ua z!tQreG?=`T@J#WAGwQvat*|_{dY46gw6U1+V}Xk7-GzgzIO$UR_m%jS^P+cX__UR~ zZwwZN|B_M*)dI^ z9+4Afc7&rrc?P)aT4UY_p$em|0wq;<=y@sw7vdytJHzN&TDa8-nMJF zCCCi^gVx&86UaI%5PCF2GW{_CB?YDM;mzt&f3yFx&Rr<1?K1u}2d#oE=yEM6F@<7h z+VThHq|RtCh(k!{eSq1K=l#Y|d?b(0z=Ce=rVMGF;1KuAtNqUgww3K)W{tXwWSjJ~ zMb<|VReB3#radC_d*|Tb;@D*MX>BQQM)HkP z?o+goFg4@$H84u=stVFbe#O8ECi_kc!;`j7LZGoO5;ovY#S1ET<+^^XBzC3$;Z+6U&K75aIEDJm2=USLhf!k4Y(2ZcDX?y(91>3~!Y4!Cam-6r zf1)o2uT9@+f?=0M1F)|nwP$F3LhDwjNk}IuG>U5e@LJ`3xzv+mlHim^ZCf3{T~N+!if zNO@UOn`RW2H9YO*@@?cY#s<-D0T=WR5drJHU({eqrytD;5$$*x*~l@Ec-mxM@QXTF zT}^av@q8^uTe*>%%tt%|T3dop7s?Rk|j=51MWPm|P85K9*6m}UA0QJ}Z0!*lyyKP5;@w|3KjdOm9nX@gwIBp;g4Xv1*f zNI7Jj3F8Q-dC2f&LB;E?JB1}X zwfbzCY`I0RUce$O*F~Rl%TGJ-&Lgx;IN|$y-&$>9*Z>n45`jY z7Ur>2|+5^|sWLKgt?W01f$rBGrRMzw^v)D#4Qd~v! zhf=kkdPmB_`{_jAu^)-{#(Ln^PqTd{HhiTn?DMl+es{bD1@cY|uV##`%>1o0ZJUo~ zzrxR_AU6u+09VlToy>h*ndJNHwyjND5Q38^^Q_0dzrxf2y0B_pBlD#6N~MX=9pe#V z$ZDp27yeuZwuqP8{yXM`H}z4MV00e>$s^M=BPN1)x6JvUFp!5gfvUcwW&KC07*A_~ zCsjHNIH^3$PDd-n~79brLS%Hq`|Y zl>%#;M2rGWSw+AF{bN6kIdm*{;DA6To<2H26!$?otvjtBgO5nozAs2r39l=QBpJ{O zetO^UhDinUV1LudyzM$vrr;`;x7z^KlW(u!x{A%+2_l;DSYYxmte;3Wb<`V{Cn6%s z!7SuaxqhPe2%34JvlA8xxEPAyn{}ppkjoMwcs*s8;(QRosri5c=@Y8D(He=NI8i*0 zzu5$TDuFx&uV?B7GQfF)QGNW@Rs-}0Zzf%LN}`^oQq#a0hj&!a17hMgKJgFAFXtcX z3m-y^mU_^gZl#Z;6wC$_Uo9F4ovX^}gLcYA3|4LxUU?IDXDACWjR)HeB{vn=Db)_B z*42w8)bp;3p;BIzvQ%qogi)mOS^Gw9=)6P4{;%KF%ry?o3t*fG;4hbg6c~=++We`JPR>6B z=ubseRFsta%AjT?3*DxW4s`2BkmyEvdDLcENUpx&6t$Pfc=vQZxxQPKpvsj5pg8%} zT=Or<25z~L0rdY?4)1Pn1H6I=M9x_!Kp^pqH~a1~xv`PqVXy;2g}G0vb6O3M_wR^D z9{dO7?kJ}rr;GYKTls%}4z6)E86MVncy15AK4hgh3IV##h_8KVUi{u5{R!p6ST{uY zfB4_Q)g0O1L;n2p?_+1rczkJmpk9j{-r6m=I$BJs1?2L~)M;gUQz<+PKh$LKazAM? z@6)SH=Fj@t;tl|FZ^f#>Igy9($MFb)CY28ghsFxdYXBTzOm0H2eRP%Gdu3xOG{1flW`>dLJ-{G1FHS16jlWcbX7%e0FtD3Ordz`+ zn68SCE-nr0>t;M83DjX*+%a!-wSk?mn{8iPu>gUnEAM!DI|mZN%~=kL389|V)yI4Z zOnyQQz}xdYHpM#XYu~{G=D&a$*5&voyNyfHz0m=xO++LfoH*Yvy1laT9qF5n$Oieo zid5kfN*iW{1;4oB$qk~=Up8k`*1$=dU7XVTs55)8P&E%Se9VA zX=r6rQpOBG1$G3FLAH2HAWNPptH2uK!|(vj0JW7DP4rxnn7_`4lqk9n@ns0#njjiB zuf1Ippr0uKc^DI2@#kNe8z^ZnsWzv15_UnK+lO7{Mu>52Ym7YPl)z=BmLGn*sf*=p zaV$Si=d}IoYwaK%bFi;`Rl3X=VDP!yvv9=|RjN^Jz6gFam$IFRj4$e_ZSIL~T=B~H zc0>urkvggrdEhELVhr)5FQKXUx<3CwPXwA_UUSCusneRQS@71VN!@7pfQ6t~FP(GQ z4GN?NM8Mc1fC#uv)5FqYY#(p3^jVL@KA_kSyJ~*~(X{CT!b0=wsKO(S2ZgDW@tPp! zc@^KIdF{7z1Zh?hu;&(8flP(%yNc=TAiYjcg!lbOj8w}}pk)ytz^A8m1g@C|Aa1X) zpFR@?Ki|f-y&MaRlId~%eu=kE{P3|z;Z|~fvEakL9hJD%Gq3w4{WBE`BcH?pnY!#w zwMaI6RZFQj4PfcF;!${4Ba!(E1WOUYbe+0^B2;c=BqE3w0RN)*?|4_C*hF#o<{8{zzy+n3*o84$SK026dbPomKb&%e~~pIsW6u zzrVqo|Iv$)LljsVhVbnSw+4_`&>`g%{BzGf9Qg4VxKVW=qWR}}9QaZ7Wxu~kevf_f&P5n^x|BaIG{|yZT{Qr!S;`^^qQk>k}ynpAUcmxIh)11`5 zQczZ}9o#Md&Qi(#W~Kh(ss5s+c=@>n1^<z7Tx z2zyQVzvc5&pR}}e7cLSlE$xUO3p?iG;-ZU!^+=YefWXz4-VP45&fm|$ccatOwcQdP z9%t3$sHe?1>d#kk4&e*R>Xdp19r#p$<%||wzJ7jUuu3JKhK7bK==!f;;8IQ+8k$d} z83L}Wda-ZD+QoRziYlDH*^xPRl1Fcp4y4?(8NDniNsD+RO7C%g$u8n9Yt(pqn|(e? z^J)|-vbX(4EcZiA4WUEg{AjRJ)(C3%@3O=U6o2{BRdHXcUFP<>j*N_KDe!Uu1!=y{ z+57d#AouzR_;L0u6Zxf#L1^48|588*zm~T4v2lfxZ6259 zrBnLC!I=g*qhS_u7wiG|?AZWD>VyhTAZO`eBgf7WC@x%fomQvtWG!*N;>>f{!kik(Yw zV$u(-leq!wn@Va>lU8pP5tOt{483ecNDY3QrsncjZ=;5jFTHsdT?%@B2N?p4qWIB1 zJlDfyUmmZ1Wf$C2c(uaGR}^y!(7gZk0~$@eNCb>uE9_;-gsj9wDyBG@X#7g~Y|1Qy z1gGj*(?-|DCbGDJ6hwk34=@<)_e$Iz7(?^*@<_E#3sDz+eSK@BeTpMFLt*1q=IYqf z@9=O{r)hLSq~h=zUr^JzwK6NFg9T)zh`4c-G%4kE*RQYN;rkWMad| zJV(bE&rOqyukrgKnwSRvQ%X`=wEk*O@0dZx(pgc7?2%sbZen5qgZyVw=6(rA!Jx1& zw%p=XM#~V1tNNV3Ki)1e?!b88Zl=p^?X=z~sH?SI4UdoabrK92ISh>Qy9>SYLP15H z5t3I?nW@{`*^wNemWzux$HT)jsB_BXcP4i-gt@FpLLiS;3)14bxw${ItgQ=Y9mHIg zL3AIVEQbf)UU;HkJ~=x-e~O6c=j$u+IPqBtUMnjtt%QA?6(3a|n-Hy0E;qNSNmxGQ z`*(SP;*NSK6yc^YsTF~$r3N-BJncW1Yg@7B`}D(hslQ3)@kGpd@ox1F?`dwgW>0|I z1CGs;3&_<9W|p4$DFmsTOIMvX`J~qEoN-U;!d#};#YG`dGC+Fek=WotliHwem)9#Ap=i#}!xf#wBCU6iD5&1?= zt`eAl5icb!4&rIAxftb+c`ohk=2m6t!@vTvezz-5PgW*RK}aa>FA(i{7TIOuH(pZO zHZt5JnedAwG4ZQa|G@&o`0-3<6<#l*-thoCE^e9Fj_dj}@~M8+%ddsunv40ZV#P`o z+<{(h_#FE1~y0h`;^(Q7UzM@N~l+-3VKh=~-muC6XWIf2THZ9|4&yUE=vpYkI< zEU*m*k?BAwK2Cq(yy!IJRV?5jKE|J(ZnAJ&(s(`eIo%XroAfg`ITIr26`CkX#h zBExCER>_ZlIE{CA@d(z~S^gDX^~}-Hks%N7CpLm|P*Cd}Vpf+@I^W8OU4nACBO~EDstj zG!a_sJVY+{tqVb_JV{=;Z09t)ADb%>8)al7n<{v7>to`Na z^faGXnsuDJT?0fEJ&l~fq)vGx9e-m^jeu=tksGzmh?0!w%l&T@alM&~ND zR!C&P=6KDtTWU#=+z{Gm8+q17b03=4Om=b6-}R9~Ixv{cXL4Ep!Gj0n%XZT%p&e2~ zAmgVjH7xf_tmDaj60Me*n$P$Uyp;eiI$BtbpyO$td$f(|VWy7?XI6a)uwbZTXMKu7 z79xKkM73a5J+=?sm>V7#kbO#M^VB==vQkFD6Q3)6^ zKV<@TW3+K&fH*buK-qeZ*x-9=b^MyASo-GMH&CSC*R#t@Obm>$U#K^|{i`c)M(uhi z$8EKQYj}THoE&+|A{KG5(4=&ksC|A7m%v+FExp)SaOftJBKkpKmg2~&IyJ5C{K77C zqu!nNqz4K`{rK_oO75-b+w6rLDea-!NzJ7i9#?oLn0z?qv$mbC_4s7K_epYyY)M<) zv}#P`FezPKtt~7VD@9J?wgtnXEYQ=1#j!=jAT%hkIVU-Z@rNWy-ginnC@8dNr)L;Y zeV&;#9eO)a=qX0v={9ww9qd8YBQo=Q=y4;zP|A&iC&;ZhAnaErp-3k+_K6DSO&_9R z2nYy(8YRffk!3P{QP|tvyH#tAzKTsg#?qKV2JaJg z6b%#=s1KVeRs7i0?v#aj%D$XmHjAS#pf6S~+Oanu^KNGs2F4{jlLq8h-FwFyD_Nt5 zRY^rMQEU#T9Z#TrF*zB)PQPDTLX0+ul3{Ptgmz}Cxar!93e{`$4G6cvJ~6f1X1Owu$^v zBm?*`^D1}*Ng`in{#gRjRaW%_(9jNu^w)w+BqOFRii+v62AfGaER9+884`a&TZaZ4ODgPbP zPVkdS3D+f0@qro%g8a3359YwmaKCQ;yU(BL#-H+5IdkR7v$L{J5s~a)LV?{LpYRa;CY$VMsOW0*&6N>iZH;Rov+v51zR#F&#|>9r6jB)Wur*L`&3OxqM(RRthVk9T z-6D6`_=xTIb}6Uaws45Ww58bwv%j%g{X@vf+cO!VpF09;+qOMWKB6fqaH=U(M7|DkmrS{Zl^3;{eRS4LcJ zlVzW&khSbxv}}P*+>hoMN{0uBOQ{JGQcpJw7Uy14wG{|9C-}?BpksJb6l&>|nj}WpKgT_Ognm|1{J~xNW+veF)H(34}AxYKy zB+b*rcSlx_ukudwUC5roZ)cFO^L?EV2gh@JhKci9$N8_Di!J`TQi?MnZ{L3H85vPo zpzk|E(38{=Y7Dq`yRS?*^C{}Dkz$76QMJHeA2lPle0kyqWc-#wmQEgSR6+_~1R1Uz zh#iX+$%11ZMkDV1=@+GL-SK|mhToLk<1#;dl}p@~-+4RJn-1V>AtiBq-?TOD487J80cV6rwLLw^XW;)UCgn!FhgZS>iy&vGdXBc2pmc>g=}@=Dg@jF*+)dc$JyT!w{dIRVia#f9 zlLt|KyFxDOr0a-q`a)a?blGccr2KSyi#A^Q1cDWn@1j8ZClq=`P7V%=F-ZqMT$z7C ze)deYX!6r1!tTpEAaEtM&&$uB3QY7iPAiC&ZmeM)o0tf(8mC;ZuNNqmN9ro52jZvT z_8AiYU-8YOk!xKnj?Q7t4b<*(J@;s2{QR5d;p!8Nk-k2Fhv~y}DN%mIkXck)I=y^^ z7Ui*oW@6ha;F&9b)%N)g&mLo)Z1nn*dV;aGb{Ka#MPNd5a+p}s?3MPm`}xS<6Jh?xqf+NMH1=xgG7%Q+ckiZPg*g6r<6NAJ>GJd#g6%L;-sngybVww_;LZDItaf(9*mq;0aVEXU5ik9a#k=Y0dUB$8hLx;8h#(@40j9$Hu!yl4Sipt7DiA_vQ?#^r7Z#7lVbltm&Sm-5}7P~c%5F$NJ z8*MW!XJnAFCS;|i+N#5GAt2x?(32V4{I;3j1=;Z5&$si3*cR}aQB)M|C zp`P>_rMs?W@6M4o@o-9zNXVLaAENYdy9cokMF2he?twj}{oLKThwHU}2udo>fbY*H zUi5x`=i#j;1$aKkYHuNZvT0<)y}d~B>P$XZcESu38qz*K0%;1J`ZnHzo?e$gJX4&F z>+OBH(BuvF`kXZW8jb3HYb^hV#USSeJ1u3j_=#zsqm8&4ygsIVa&J$b?5^uv%(XOF zxVp!-f!DUs!8Y-TB2)j?eqoUOgOOt__kaxmKTMM{Gi(vu?FBaS*Sh9F+>F;?jbdp8 z)riQRt?jA~?B%A8l26jQ2fRoMFKM7>1{tjANB2v347+$|{3H2P54r=tB_@0jb2Mn7GIPNC68fy6b`EyGP8AP@?PT>=$ zSuzxf1M(2SlZ4`^@7wsg6Y*RPds`@71+H%S77AZ1KN5bZhylHYhI})rb0X`;jy7!a zQhKzjH-v(1@5}a@AcQQeIuA<%D%LQA%U=hDxVvVl?tXFgo%P*Txl$0~3bmh>!Z-&2|5&P(f3h!I(7D_;z=wCUoLqA=qd>nrD4-nQ$)Q(OF-Asw{S!?&%3nUhOq0?3&`e2M0l7fpYIVlMQz$ng;^XjoIkn`& zjRy5Te)}I_?TLOSF%Aw62?;6~2oUl{P!V`HVEEi7WyUSU%(ilT2^5e!toU&uZ!GNX z%fqD^A}u+&@Hky%z|G57PlyYaW@2Z@L`B8%Hb**t@lml0HB&%&{q;y^eM$XPUupN* zW^Z)3W1vj9z8_5!UQ(@6#m4|}mz2Kk29ywY+n&8#rrO!PmG=j?<9Sexd?LFa5N!)l zk-2z#_bSXlTx)>XmB-%BuH*Yfa4_ioI$du+M%2M`9beV3POsUQDvjI)>`h1STOkzk z^75lt12wy;no#PNmKFeyyuH}(tb6{f`^cUXF+q7GsL=^=yD#h$>7YDky$p=lEsG5Z z5CeJ0AI=2tq3RTu>gK5}3I$OI4!Ds{NSKK)ji_(iIt9*+j7r}bb=N_mIppso%H40O zavkJf+HpO{H$#{c->-DSKswo0)QQmW@_6}EE`8Mzk5A~uR@!gN#KqWBC3>izNs{mU zQu#BpLXa0@*2)UqJ|!IQsuf(u+@DxT7Ink?aW$HKy4(mAe0S7|34_6CD2|Zyql9U` z7+@kJt9jQ0fq)1x9xZYbAH#UJ>TA#X!%FjBS=?aD6KEPs)p-ncnXL(y4cF_gtd|0$dUyvm_0vsCF zpK)WceNft|$jHe0H^epuF(k()Cqe*@Ty){&o0mM`#i==Ks8(xFOQV+=mldJ7AV_uR0VE&!H+S#HFGyML1NS5MD8C1 z3bayCEM8)_>V0fQdvTu0toSt;ZO#EYAkC@Rk;*qWeR;Q|@$AuBaO6pTN6gkLzJqUU zY|Y66k2)6*_2}Y(SqDFF9;r4(XyoS^%9_sG#Znzu^AAVKX@RnMQwwz`yFK4lT0cGHUg?+5SFD>j1d_`^6!s7`3TF%({hq&)9s;9-}) znP}OA_P|QI5`W*LQ>8*{Vypzz#JM@HtU0g6W3YVEC|B1nB)#e0@PV5z)k~hyR>Mwx zE5s(!V-7vmi|73lb-+DhH+FDi0TGdsLNiDESe>w1+tmjn{qXo$w>WIS2mxiXjf_(G zNSie-NsPNK)oBv9Z4jpoo$zntbdJ9omzqoZ`I+tK3o`jucck0GjKv)(RVLoNF2=9T z^$mKvxE~0WURbFJOf0DpjZ_^=q@#P#$}a%HUAlW@6i`1>=KFX&+~A?TuN*BhEImaw zj=bCD==9%{7O$mKw>tS*(J}Y2-5N%*gJ5@;O&*bKDcWNE)JfQ%D}Rw0b5`osbPh6{ z|17M6394`5X%rniHvIPdJ8dM?JJxmKqnX{??oJewfoLorY-U_B_tpigXwj^?ndIRhf~uvdDIK@+!R{G~2|x1eWVc~7Dn85e z{pzZ!ujE+-$2}o(Apt*kr~5)4(W5*}x5o=?n%#dXR|WxCuRc{v7od^p_XMx{$}x|J zgoKQVF))0OxTkqH9mAjgc<$7Hpczn##tt_f{(Nfd8-S6eS74P?`R1lFEpSHAT+*uB@xR0u~WK#UT5FD}sz9%$+ zsf86kXJ=YEKAdL9u?l`d4QoZI1JZ}F&MQSM8h z<71LoesOO(9cc*uBT=#DXl)c-%?NSC&!fbns_Clropr&&U#dwZaZK9{0D`eE<%N=) z?PW9PJ<}?z;kW5*u541BC$Nq_gro3*T%) zLrB_QQzhmeFr0n^X`h5t6ru3HeOQI?dE;Ny!5oG2As5e~0XE;9v=+^yZa{A+aB$p# z$a`?`)iGbEDDEU7!FJ7*@K?a6%FD}JT{VM1Ajb-75oaw&ALow+-i3y?YfOxezE4Vm z$K-7pxH%bMpQ1-WM=zj%YpnDtTP%~wdw;HgR~{wC*4G<^}E1{uNWMtdCyxAtr@8!Jk};=+>BgSQNktCA3iA5pm`*@Og6 zL9q^D<86KmVldj2tb9R1fk#tGf|aNE=(h-Y3T*5yM#>ogJh5LnI9Oyn1)F8GVdx*z zujiyVZ4RT|Gw-Y|ab39oN_3e!-Obvqy=x6P%<9NjdTP=1u(--O%-V2i)Al_LvV%Kk zQT)(6BJ7(uTyRv~^bQ$s`qwE6_7&n~*HM^;CK zu7ApA;AV;*F6$h}pn!!rO<}7$o@;exTK>W(4Tcb%VHc^v(=PuPGWJp zzFNo^wmKAiW_a0jz-+jpYmDg^7`StD!e`mI7G(dJXp$U}TyYS{d+fA|q(-qN_mmRg z&ID$J*e%3e^M`&mxEGJx!FCFz{m-_>5@{82y>Ykn?$O~YRn`XBx(J?qf4IL@$q;x0 zmXno@>Y1r934ftb$N00-JlxDt_yr=c@0`1P5+8JE(`oy2eAeJ7-QZ;dz+e<>79dH6bP?A5Lk>a&@$S z75hilQK#Mg0+s_!tFSOSE!&6tK6?i!t_!6Dz=AG1*;7OOGA};+Q!ArvTW)80SI3bT zVBy=|E##xmd63?qH0S4iRd`z|a`b0%sV7xs@IG9OjgMDRP$(`fomjH<8w8ej0^GBO zg~i#~R+%N8oxQ!go12-rIlE!KDuAUgfOahbPybeSE%sCYr_qklE8%0yGE4mvLul_f zd|4a;MVoG*S|jy*b%$B?huY*UR}?tIZJo>_@Pui1ygn7(fLAeIGHqLQM^b zt_i&M_4BuHQjxpu>U6w4f~{g$+1rdwocWqXNJD9gG`-^E`z^^nldV0HfE*|gfz}L^X4W|*#(3sEZAx^cp@XSQDFYD^l03(Kfb<(@9#sxBp2DO zY!>;V4@0T2tM+AnSrZ%zh#$QbUEMAs)s%;!8I5}?G5RTSHnEe+%Punkqxl4jI?9L z`|hZpx+tJNJRX_;;SiWPf2|99$NZSzyLeitvi5ZsCUy3kO8whYXC*!PV!OfJzrr|h z8s1kyT<07hbN~{Q+Id09?euefpzo`OTwY-uPR0t7H7AFf@2{} zJl)34-ThdhZ)C*#bsc5hibCZqa1&n~Z0uJU${7MH9h@BH9sjqBDu}IhD0!-?t7pm# zejOY*xvg$)Zmz9q7#klXj&Y47gCFm#C%owx@Eq}ktd;^!(T9Wny}V*=uLNiWKECPs zd4E8(a0VUB5S*BqscUI5D$HGQLgMBCD!H@P8{aD!qwvHguRaQe!ASW{l7rolH~cphgEZ3z}ptSJ$1|B`d4dF`$IU zL5awS<$^|3Od4K?wX@m1q7xo;Pc^xfULM7g?9?je&GOn4ET*T; zlD4X50Yyh5!s8BJyhP>iW9D;v3p~{iG-}--(L!tWDq8h_kpjjEv)yzF4t! zp#)4JZdoq^Mt4`&7EgS9yxhRIZ{Lp5%uiex_z9jWOLbHC9+6YjbS(`uTh;<^* zN=lggsFo9eNN=vjcA}R8!t(MQFl)BFfcoOO1jmRGWL zmU9pHt5Cy=3WE5cl#ik3aH*-|n`fWD`*ivHynZ3q%ng{7!S(h~s+O-`N7>wkJUl$! zgYPZ%p?7G$PBKEzR5G?K2a-jH-iSUmq#eJ#xv5d-F>DP;HMV|}s*MQ%7&g@&+vCSE z7F?=F%WyB#34ifEPOiXDMM;t40sSTMm9Ul}3;7NSDO8F#p4|5Qt3M4d5-@Ti{9KM_ zt5?;c`WKVagdSAhT@?a*jf>RN3(sqjy-f8!p^0lg7W7Z&Uxn6OUNBAbG9(uy%?Pht zIF?oCz(oXxNdxrK-|WRMvP>L8@sTO-+Y|M$g4& z-+I?60E553zfbqXfeQ@_Gt&XClU4Qgw>R*gH2c@(C1K7>t>r7mpsP7RIk2^{@$_CL zoey2p*Uqk_^|#W8Qo)pCYb_+~;NXA~or;=TZUZM93=zwsrJ?EaDYaI%wJ-Mma#ZA}E@p%wEJybzFpDwuRx)sOy zFwdLGo81k$@EhG7B~`we9;=JPCxiWXz*9_}cn@!-yD0d85oP%m`jTbC5gX2iqKbl9 zNEY7T@zEX9oGf&0`^XNPT%g(jH%t}_I%uVI(m zBCddQ5LJI17KUhIvILCZx3S^jNIyE)irL3kT%SFA7ED*a1@9Mz1&nJkLBZK8awK?w zd}oqA^F=S;Sz(w< z6;6`~3+r_voJmK!aVfL2volX=aj{;FO+w@K%KydPTSrA1er=&rpG$KQnbTca5FqANaG(&d`b#DB<@Atm{eruh7&Y9(M>4JIYdG6Ww zj%#20x?6&}YOAV9q=UYc&Ru!o#{j-!q^?ZppVQ#pbWut@>82MRcCITMGOyS;Ezdx5 z9O_S^z91+$(>PtSsqXN{_q&~dAfoy%2Giux<0k76W<|*d}CaczMERN5H39XFBK{SzCMloO>r}5gVO1? zcXSvlIXd!s@g48%U~&F%SdekB%L%<-N5>G;?6@R-!|Vyp#mUl>*WzuM73wu2fO~^wkLV>K9r3k|h<{ zThS}ueW*KXLN&p6k7h!Si5Ef& zLmwG&7bzQFygvvsDP_El7fO{0R>A=}>Nb`u`v?gBDxaXqxA1nt+(V%f=mIS1W-OIn|Ss6G#I? zOr(&I=G(Y?^(R5J-oZ|`1t~Exugu`Ge@DK4?uHYgr>CdESlozT|3K=?TV526yd9C$ zjHAXsLcVUH5N%f-SL7TdXO}$bPBx0u!Is4Ent4?yAF&ve`uY2;27kX zIE`EFR5OWd_elw}Vv&)xM2S6{XMHuDr9G_Um${+( zy*ub-h1vP@TkEj%@>a8}8<{CjwnJu~V7`WT?#+}L*;Z-+i^qdaeK$R{WY+2(AP*;=K z;ppn=0XIx5;{I)4PC9{8FVLXaph0Vv_sNsnoVNf$!&MCDhL<@-x)pAGi~=dVwAudG z6TK&qiP(1`TXHSatUlB%AJQsR-$=N>fA6JDc8Qlv5w*-O5S!s;o$jiDqbcAJ>^vs34#*-8z<+4HMO-m@O>v9vC62Zg_;lRsqv%WbHMQRqFGj^sM!%QQn6A_`zggpmax6PjVa0@U;l>XXFRqxB zuun2nX8HhUV32Ob;t0Crmk_WhHiMY$V=fevGT01X_({4u@{HvDBTh6HR_)W`QBd$j zaK$8*fC+(O1>33GOa+rwOo3*hb62Cse$mR;$LS`5nS~qFg0`vqRdNTl=1CT^GMCA( zp{AzUa3bR#;|38g%o`}No0yVF-Tv_D>_yv>R>GhBt*wV44}~Hw*JpfOG_IO#w$Yfg z`^QPH{Lcj;M!TLa0({gH0>6Zv$dPW#n9)gG?vLKyU9zMpft>fi_d|X!+fw@Eb81PD$CX0!w;|aK~Ia-c-UecGwzRsur0& z3Kw`a_e|dX^u00G#GCEM3J1GcmF8imWZ;qd6>lf!lP8rI`l~y0E%lDGDbfgBv|M#D zI~+woZwFI1$^wKa#@2vdPSSTeQhNE&J*gv1N?H*h8|c^wQTtT7m0oIbuRq28>EhUT zyeAtKZq=nzlb0pi@Z(S`r`e6hu-H~-GP3wq%_yqG?T*iJ8nHb4Q7@yc;$ehFIf~$x z+i7Me(HgW*IBL9*TV1Gz5;Z}+rA)K;Lh;h>$puS2oc10TR%xVc6b)KDMK*#WTLE;C ziWK0}B4T1Q2X2?WNqjC{fZ|iU@^#Dur8D^ij-p{-TU&GHM=5t=6HxuYM~6DF*qWHY z>)ltniWHMmQd(MCm<}NoXoX)d6i|BWGrG~ue^2@r2>Pa=Vy;yNrPb*Doul@e!x<;H zex2iP-1w2NwT&V$dQpsf<>n`cF(v5lE3PHCdXvM`QGyx^O630j{$a=F)ENUmzoxcc zg&DA*{zX8(9%kZI&~tDos;zhkS;4-D^KnoOaMnz2f)4Xif(4)3Wot`ha~ zw!pGk2*8DI(>2gP#<_E+{o9I)t#m*M>Ac>3sn@I7dwZmkp3Yk9HEHnI*&?^2IT^%e zOhcWyhsPC+(xx(#!#irIRq3b?u`#5vI}|yZ+<8UMM@x_R%g<5<`j&!-jCJ;HTeqf> zKMZX?b{`9VZft%tyZ{sEN-;Zo1O)D=R)>}@Fo(lE0Sb)e>gwv>iPmLVn=aN+*PJTlY%(1sl!7v9!EHnBl)^{ z59qJdI@rp2xtBbMEZ*?; z+FPHB;hOQ`?uRb`W0XU5#-w6Je&<3neX{qZxuun zMomRk-uoTG6QB& zPEIA7TJrp}g39M>A)w$)qE)|uRwu0n9F*xaP3E+;uv^)AH%n&NtdGrE3~HT`&XwDY zJ$Kbmsq#!GcR9$LDU5}+6uvF&^8H9cVyY{GQk*noYoW;1;&#>vT~} zSK5`gDbjE_=mxa8ns{-ibc|#VqBiOiF3NtWZX5hHwEX=;&|F_i%BCZ4B8|dm6{ulS-c| zr{>|BN(*G!AuhDG;~lnSh>&(Ojc9vK@TyNfs27x%lXJL-P7Z|tb~s4e1xngWkU=*3 z>VRp%KH8rlzHM)_iA;OcK|WpB;P$usb4b^th~X5wE^k{j`-G;NIo}e@1XW3tf*?HP z@)_=)a3n`E(nfpgBcC`epxydW@yW$rKNiF zv-!5L!@t3R=ZBttPqjqPMe}X5W8nd3xR~fm zof$a`^BR(B7c1W@<(pdVZ8sAqsj+;IVo(39fQaLBHn2nECv_RS5VI2cB zgfskab4Pe^2Ksoo)^o4iQ8~AA_k$1n{SV~2lqF-wO-hDF-{`t|EKBE-q9vEpp4B|{ zY@|uLF<=CNeMap@dhwb<4ng&KaMO|vwdT#pC=>p+30gIi5+BbL)LH9-GVL%`tl6x@ z;gZB;E5MwUT<}2_@au~tgp4Li_F`)tQ%%_M=8naMHrd$BE*-Ki`{-2qyOBeUm6hgg zjTC2D+A8xXu9%@QN^bo@Cd+kuZighTX#u*PCv$up!!V23=79;NAK&;rL}Giw-)nuT z;Hcc3+FR#PxDf0)W?L&b2w!by`qMw#%*i-=Ycd(H4_^m0{bDX9o`*p1xPVZX#;^1K zc8_w#(RirW>@%xWgr5C=rU^!8UwPmrS-E#pRoZm-3(2$|9V2YAtf6Zku{qD}i)btnK^(BPpZglyuP<|3!A*=*1!*jz^j>HKuC40acTr+bJ{G@3=IE=$Q0|f;P5Gbe4E;<9Mb=LO zj^Zud4yot-{9W>^NRFA0C%9Ue)VH$ldwe6Y#IyPh0-edf6TM4fGRz48;Y%;w=Y`oc zB?(EkTfPs=RPWBaCj%Ekbs`^VpH65bD>c{$I5VBDX?l4l4WsH6Y^1%RvXG9wjRv=i zCV$0nv-=gOPs6iaV@dB9lxU*5`nz^d0`neALKW5_S4w2u1wwuTcCHky^UCi{ zO??;s*wb^OM^*YBc}eBwtQjB#dzTm_Pl|VaW->0H*ufB|Q&XQ`NrfjVvIXzk{f9=icV`2Rbl)|}Ksi8>{_PIRAy0y@&JvurX+p2^k^z^9=tT5b; zQgkZFncP~~c~y0x_YJc24+V027U2ULw9Ct8!}%aVJMas}QYg$;jHDhM^WSeWnjdXN z>Za_*8f9GQ=8g>QW<@N?hDNRKjW>Ju{n4LUw7_&sUw!lpUX_3#&Q40;+x0TJ7W+PR zr?C3v*2R#q-8~R|PQIVCv|R~L=z1A9IZtcbefcT~rI?+@*rw1oRaa{fl_7>6Bs&`s zKI_e~O|^0W4a9Z~vr78N(%Ny`iC?ZaKRm*-oA|8%3T$77ivcoDT@#Kg%zEiXz(FdQ zvF*}79vkQH|D*c1HnF@Iz+tN`+Qqt~GsZ>_dCktZ77$`7dl;hG+vAeHX>!Ondin3) zH9T3zYAM>&Vw*<`$zGJ&vM#JE71sCM{#d=aL9ME%Td?~@KFid>e)MPzhBNskc?|%R@@@DlM&6xG@@X*oG$?&ATeccuZV4Xr3==Vp2gv2D}DHXf7=d}Bd z#lx*PEej9fu#+Ipt8d>|{~Gw!nAn}}9!0UaZF5eY$;~szs%uvBQ!}g=h|nxVmgIkRM+N~^I|(${;FoVaDV=-egk zt-Xub)E=JwjK6iwCLRqd*dx#93lHLe7|{iBTshPgWH^d0T~KdR=JxNCA>%EEbI=(# z4vn|%aoG}kRKi4%F{guHnG!srvd4q&pX~1L0-Az?iVAG@3)U>feXYyi_uu@e`va3Xn}azbt@NS6|&v zf=s<9dS-FXuk_h=R8AO~691B17*xB)%#=i1 zGur?mw%_^i8WEhsT$Aj1e7$gw#nP)7%9#MdS^P{fp!R-PV63A=_wVcpBg z^#wZ~*Bm=YZPBSq)_TIZnCn7dzO!RukTSwAuW6(ue_tJy5+^eB6 zAwR82p>Z&}r1#K8OVF0>M@j)GwhP^mvnf<*$(EuOij}rgZ{E>fTpVMpf=;I<&sC|$ z8Z~AqjD|+~xzhOs*N4`(e27a$-04(|lc~<0f(#9tCaS|#nHe3EVtJe!5IPq|%E@~X zU(#P;G5j=WJhr5c%REiUZ7Y>^0f-KCx*KYI;^OAc5b-E4Qz_rgW9T`rDL<*=LwQtq zW>%4n$@hR7M-6%!)sw-GI_54eD*c+YWO6pqosm8B<8&}Uxw$~slY7r{bQGj(N-B4) zjn>Wjlr%JIXJ+&dmq)TRaJN!C^#z{`emdxg3gKaH1$mPkv#%K5m<)c%c+g?6 zg%Hn`pQ`Ww`^zu;M_t{7hkRuaA+7hpkZcZZ0pP_5bKlDwun_*7!nttkw#`y^JgVAe z*eGRwA2j$!nI^b2YTy03IsC_!33O!o>_QPY7N_lnsb#u^TPPTf+@0io- zTomfLdIT0aV{}`5pX!-5dkk1J2aQuL3tVw<_8D0@!c>3lEcT`J50DE<2J}g4m*ja0 zmUM}Y+4>$`V4z8D2GyS_1*n?mk7qOXYwUW6?b-e)i#o6FU7R7)4cB~zngqm&yLzgv zW&&)dShU@{1`wX*5-E~?&0UGLFT5bJ4IY1QU`fCU~3Zf}9d zQ&&fV@@;)BwVgLCHa0dqJlx;k-w&J6u+e?U^+r*1L3QR)2THu1tj(@-GTNP=2f;gQ zBqCT~Riq(n(>3D=KMCFpwHD1D8cx(sI`;Z?jB=`>MR+vAb6V@Xy^Jrq^q6awt*dg} z&5@HJl8^589By~TF$1>(91jREpI(VauffWG{7`L@($Y#mlyJxtL>82K7r&|1;t}EI z9$4DeZXhNjTNiZQGpQLqTnMl{f`%0qyfIT`VR_-XK4uKcSeNKGtntf30-7S;pVpT9 znodtG#!Jcc(xDUT+m;dAYI4PP4j%DaX;IKj+EAW_hSU)Q()bkQXvL44AYzjclauE! zET##&K{2|RNSsGcSKSUvu5j{p)uZ#Is|eR?(ScHuuAs0mPEY5|Gpj{8L#%iP8J56Wy@RaVUybSa3*&I&{$@-R z7V5~>D++rvl@Noj*_0W4+*C_witdWT^mb{N*5_~ULW4G^^106vuDCGQs`0)hL}|$s z&33cp!?~WA*O+_LZ$wSbj@r=Zvbwr;KE8+^SVx22`i}G`7A2a2TL0TFlaH?y1QPX| zeT+u6Q8?o4TGyAs8nhzMHLS7a{s0yI_y2e6I!^mzMMXPaXD0av-{RS2H)bw$bSIn0 zo&_-e`we?^Kv6hYp#Oir>b2j!d-ro+UO}OF^ezF_$AW~Uq=^e{-0P>7pe22$rmt^Z zOiD#%UEm5RuUiP+f6IY+mR5UqxDK1&KR|0(Rq>hkuQp}LL@>ZXXu-nTVOVXQM)>%^ z4na*M2?1$2Ff(bo|NL-J;Q{jBfdH#a_W-sEe!E;jQ887_3;Oo$TZH$;8$-$$_U{0J z&DFKqX6g6u-+6g?^pb%GR{Wn%b_T@GHo(|ujwP7F$e3c|=XU|BCZ9ile)Z}VxCiTx zA5}f<7dvCt0>1e9fvzfJP@ba~L`J3^WZsAIt*xzj2EwizkDq^xW+NAIx7XE8J}dyZ zpP==h2LSU~;RKTgNzdND{`9GFlQT~N$^A7YMNdtw>_c1VLq?grtPzq(YGDCx?oz*P zV{VCm&*cjnZ}L1A!>lr{*Bj{S>!;>lg8Q?vDya0{_`_q|$F5!SXN-#9@~by7-O<)` zA>l;5OW`JchBqcZzqPU`@&05>Aby3Y>-otpm?z6=cnd1unL4fOvTosrn zkJ#JJt}gTrrJm<$ZY$!97N$41C+>C6%`Q1o z+m9cgjd5^u!!!&K-Uejyei<-|Yd?w}VSGd9xI5*%P!&=+g&_qcCN}EU~K+Cq` z@pr}v2dXbaOxN&=mQ5V+O~ZTh*BbCU#iEHZ9zWYzHUe?OZ=5AeBF-W=LBcJzH3|LEHTILdUWW zXK$jC6x+;%_fJ6=@W2o~#YOK0Fz$M(yHUA0Icu@_lme@i+MwVsp2Ch@` zIp#G=PGx0fP&)wLbD`6t(_>;X+3{$_rjE)@U!MrOZ9y{q4_aHLG%mPs&?@Xc-9{L5 zm|k1R)!GiO&clD+=dbB=w=Mm&{&0<2;lvjX-x2Q$Kb>vXK(~QzQkFtJGkmtzK~nqi zvvuZiruUB%$Y_yCF9`ng-6CIk0dHu#RybI&uE(rq$J3idLq?W+{YD@rvUNwNq7%E=!H(`p=3DQbJ^Ru^K#vie0y7irIq#1Cw1vK}RjnJL9F344Esa zyG%F_vt*-^xfDsgz|3o6*|~Jkf$aF?Lu6?Y<3AVrv#@{tFfbqh?JEEpQMoD^$!t_& zpH6^`)1HlsOVyKIfNmJ~0m#jOhKh=#sk?y_?sK{XtM8Admkf7P)6~o^FPLH4Jev$7 zK#K-P|9d3v{HZB@3q@MsdV&0aS|PBHHI7Cblz_2UNK1DzzZFQ&%gf8fuFjoUpPS9u z;-cGgvDtD9ILu>?9G7^i0jo6?&?Q0Ukk8 zsM!Y=Gk&+p(5}WHw_})3S0Ua(K7~3If_O$i)%7ma`yx%LOpHT#X^)YM`^ z&w*FNq+%*tf(QYD9DUx^U?l0(qP>E^El)GNz_LjHyms8KOZ7=s7$?5cx>TxYZ z!WA7NxAfulM-O7VyoYEr>(n`#Dk((}3-I%M0lSVJ*3i%pK4qI`EPk#;gc(Yab(w3) zCG=_DU8&!hjk{_xFMaUu-OMhU5N;M0_r1lCs;U3%py-mDp3Fwsp5e+A#Vsd3R9A$? zr;FlB3GD~PeCM+Jf z_x1Gwua`2l2Fi@FeZZ7hZ$eyMY)|WN0vN#sqRl;7g4%c(l`a}ehWP`}r~BsuFuY;fb%0?NWV>rebhYK9Z_Abo zK4i?Kc!=jy>*t5{i?-9#zzlNaFTGK-9Yzu3p0g9D%K!6O6NU@9N3YBZKeA zdakazj5x!D5`?$YMM_%ZzYs1lJ8TBI08^p8& zdhlZV(STspBg?uxJKw&XH)GeoTp>VopJXk#;AMD!s>d7+9!g?Rc?SsB?ScH>7@Qel z58;1bcyn%FG?&f9SpMYpbi)c2Qj}((GlnrDYuvmqd1>!A(6Zx}U0PXbKxC!!FPz{} zxA>g3*sW8ndz0?-9lHDt{290mu6b20c|_C(vM3S`>^`S61#18x8t+` zVN)D|3+dLFdlQs;#D%!x!Druw1;O!NSXir8lXz&bVD+zcbdoHz!5(&kl$MkvWUfwv zq%c($*5m9Xuc)ZlVcV^BtVjjZO}5l0G>|?_4!qj@{9|>4!Qj#^=&G1~3+MW3gSnOD zNK?53kgg`Vk`NQW@OLg9XYWu>6VfC#iHeLoa^rdV@+Hz90o;856ioBj{~&gf$QUx~ zW}4x!-Ow;Qx|ES|+W5ckt-^d@jAXel#eA~Lq>Cshx*2+C+2jUtanP0m`54j9xY$_h zQYp5#Muq#4ml;Twm39CMz?Oe)=8AvV|ysqz-wHraMg1guDtsHy|F9 zkde^}IkUWY@%BS4D_mPsvrF{=h+&bt^(FDi!a&wRVGgC`H3?3&0fon-&E5?0D`~__ zgZZHfS+?|b5t>R?i0P4kAdtmmwVCuhL+53;Gs>#-@5tXrZ_6^f2t-Q~WHn+C{hBP`Gt)v|J$QiE;dQRj-JSb-Bjm z+Kr8Jw76mvBzzFHwqNLpsfT89EBm~HZ2tfT+h^%A_d6iHnG}@2ydIMyZ!Qijun8JJ zU0pVcU&z@6#K#-Bi+VabjlR@2F>#)Ic|)S74)&;4NcBsu_4c+qBA2^ZkOA)24s7+7 z?&hDeEL;`O(>+s?b8(x|D)YNoSOiD~c>-e6bawXPSuIhI@6DR17G{F$ z8c(J5{*mtC0IhF^qpGT?Yq_!PA2ibcNgl*OUp_zzXZ8GRCALRWQ@(o!Ds!%vd{|ia zV~e|aoki+vBa%VRT}PnPXxsGZ${W@wWo=s`mg$0uNt<4tn@LEBI@%gNtmy73CJEe} zVr5QENw%D95EM7srhrAi6FmY%iWy3$%TFC!1X$LZBbtfj9)H(<8nvFkwuy^n1_{TZ zj1}*AWAla!P(Ik*Om9wwDUt;qY;0_R+Wq$1YtUhp2G-rZD_0Krmk%denQ0$Ii>^yaX_&v8FYKL&>{M_%r2gZ(g;zHd!4`RE)JO zkp~<~V6BEf%4QD7xfraH6!nr`?WunTA4m~Y`Qq{J-Cy9(t`mOeTz>J(JU;8wELqOL z-a@4Fii-EeoMgxVU<;&Upat5Z9z>On*(pyqIA;0$0nqszDl>X>>Ga?9{xkul@ct zbiKqZFK=!1TKuc39=Yhu4d=9z@9xHsQoEvUH2Z6#u_gK@pQ}p%&su%__@~?y7i6=( zThA>AXhg^Kd;m8N-OLD0`F*@OY)<*ZHZ8yHQ(dXor{AA%5tu&)aCk|=7V`&Y!)ELI zXc(Tsyr^O6SM5{s58P3#M~lnVX9PEXe(M^3{`7rs>G74W&9*hP<1tbka5lKKQQGFs z%-7@={SIc0{AC|-`Logxdv3&TG)n=mmcfzsQ`zROTUXkfMj5;S}}K#l>}jY zmNNhg1fje!ANGhD9(nm;xGk)_=8qfx+TDw^S9goKMLo)?Yp}7dGMf0J^7nL)uP(EE zPC9Ior&<@ED#{@9lawvP;t>3(Q>tXG$!JqJy|Wf<*>(HQO zzw_}k0v6rSVF4=h^2D3SnH~(+tQrY$BGmA#KdTf0|NuE z`6#p9`0gGa)36DCre}mKn1lpU;vu5@0X&Nv8`d5)52k_cvHBx)Qc_ZA)$9BB?^l+N z(8nlSE!_A>+@%`FlRr{-_s4xyGq<^hpYpi z^u~d)tVx|^X{mSVxYE+k8zu62va=tb8ov3ei-R5=O*HqgF7ktQ0*Su+D^eJv`OEKV zK5p%{r*%>>C8Viwg#c@0Dd%FHKs}L&`%n$qi!U8WTcu-49zVUK`~`bX-wULjeq^R@ z^uJPHIz2NF>+4(##HWO0yj}xLBp8Rz%{_8s3BSU=T;sdZGaweUU4iL4P;^U7F31w0 z?YV^R5Z{Z}Z-O3zf?j%v^C5aC5i%m#@9XOu9sK}|=Tn4s)f}@AF#JrC|*jC5sv55k}@O{JJ+2zgEVeS> z_acpgDx9{*#_`a^Fg=WEmQ1mIiS<+ob#MBvlEnrkwM`9gCEGj4cXXc)8lWWNu6QCz zlDlG_q{gxSVo|pz14{*R2cF?A+$L&qkf~7PLG|+SN%MGDY;^_C*Tp)`&pDRbIL3H? z|J(ZGwCi&I=<`w3ytt5&<4j00ki+YdCcP*0APSJLh@AlZ+e=DLj&9XiT-}Z1dWep@ z$;^MuuP5tz5Vm`^{Q^M=1x2*G0f<(QhlhtXUjB~mtCa^{Osd9qqWq3AfK%yMcYr8s z;%!TV-Eg=i@RC#Gxt8x9#C|k1qri6#b>kW^GL?m z)PJ7Q(f-8TxCMWR5Azze{1-_UZ<}u2mBRNa#r;2CZcR0L3bq4_CNb_$7Y*a7bnyZc zbC2Vqqv=>5Y|)3T3uI?#t5?kvH&RiMt4LOZDqsOWu||`jpN#9}Sspa4XG- zpmVYM&r~r>?ChV9k2mS51Ni#o8#?c!;MKK~`u-b@HcAR{xyZ;vbY>=n`GhIory#Bo z+?3?jwoNe3I4{ybQJG|b>K6f8>XNGu(fFeHAHcCo+gBF51OyPw9mEv z?u7KZRy9sx+y(Q<#WATqjlbi*iuG3%mTe!|^j5#*AI-Efc^o(-5d~2xlzX)Q{OEaT z{68Yu^Oxy4KxFZpgk~gLw7-P4rXYq=^!UoHT zw5^DKx3uu2AP@+V!yX_FN{s%QF6xQL3jmU8jeGPl)X4i7i+}hlipJqWNrcy~8|%^f_kyCL#Gt#Y-OwSdg>S zvtwg{^&2gO;{H(}1o>S#H0&;R#r2u-B{AZT>TfST01sZ7Y&8C%P64iGLqSD`13-Fm z8NAlH*h2t=rl-@WwcVmCkvmV0_Z9+t;K+P6`4X9DU0cci07|n8KDanLE(~#A4?e9u z-Cya+7Sh*ta;iA;(D}~}P2}Z&@wRU?S)}NPO|#QYHmM;`3MIor9b4uVD+h)cvrv+=GFt>TI(H}sipcV@GiP&PH`DJd#Z6ox< zdH8Ka;%M8_D=^25$Ee&;R9!Vicc7X_N=!W1SZu(J!X&+5xSqmjDFm6~&-hJ12Evvj zxS|qrUL7meOT2$IOux7sezXxb80j*(!u3VY(rhWXP`lJJ*i?0kf`J;yJoNPTPJsdc z$k%k0fkybG=~CjD>a><;~_(*!pBAx|2y@ceIMBnsc!b~x8uZ4p)EpHe)R z@uXuHs#jx)PDL70E3pZm5x(jA%nppSEQltCpkA++aW}D=*Mf;jl z^3wA1yf~QIe!)mZOe{5AKFMB5{b4@%V0HClV?EG@bpCdCQh3u5di@~j<96V zV6%&K%|fN|HLokZKm#5(Ae`qXLelY|66kaZq=2XqcIrSSb1O&+s;sPBj=y{Pd| zsGBn7Y2T|%KY!yb_9-099O14c-gsRSyZ$^ay4#!XQ7522%Kc`iFxaM~$-y%VlTN>p zi9U&7WhK@@O@zcO{!&UchgFEZB(K<1RB_uO0;7eMgBH^U&bgOCrI&-k=dGLC8g|3* zpK@QH?}v}1jJ^#!014~2=li?6pAq0+{+$4{Kk)%!;YD^y9%-7{e6Vvga=xmijUqy3 z&tG|X9>h%NdlU6APa$?7NoHZy#)F^sPoA_p=55IK)>h6FQHE(DC~cFgvg@z*>*rc% zId@u-NP>PkB=LSih&G?9w0D4hWFbxDfsVZ!G+}7iqSdd5yK~%gB0^K-(vf@T!==J= zah$=oen*@3~((s5MGLO5+KhL{>o%0Q`OR z7wjUfUwIVep2xP@%4#F}&U9y30ptD6GTH~dCFZU0JS4MTU56}OFJNi??yux}7>rE1 z9{>`)8R_YfyWdvZ(2lB0&pS3(a`oBM7^vO1n~tCDgZR>V0)WW;kb^G|7o`ERu`a^> zU%mr7T!4MG(0WV1#nJIuPWQta4hjx1G>ZF#c_TQZk3VJpiSXR+sCHtm-gG|uW+}|w zg*k3}&%+fbb7JD|FN*6pKsm&U>?7UZ$Ic*g>Tb~^n~9};F$UI9H!s%h+1}H;06A}o z-$T?M1{?)wBvPHX=1tayI6qi+P692}$8|taKGgq;DQGb5^BE~MwSkU~2N-&|gG)L{ z57b9gMPS}B>GAQ>**1TE&~tNhgA)?y=zh}CJ-lukK0q%mk&u!m#KeHfF*o3fxSLOI z!gg<6v+&NP064$6l^XaoM>$PC2FxI67SaFbsU0FWFi_%Lm_o*5R^8_x=B7AlkTL7k zO*0S1o-i@ZHjpL6?PKyai1Tga)3g=}$(`1z9)J6;m<4Oao=Et`-e2*^@986@EOy(} z>+kgrSZEeou7utch2=3yD6s%-gdc>t<9&L1I*tvnL+$R2P6p~HoCZ%PzV!6> z=XAbF8t?!9ok6|Xk$^@d&z0+fVVdo6aGV4qTPTA;1jvY8Snv}UgnaNvT+1sU|Fm~k z{$#{_oCb2AQvMPs8LGown__&&swHzM}aW(kG(pUv2)Z;cAqA>Gj>K zeV!g5+p1$})3b@eYXhK40V=Cko-3b~LB$G;)In>1^r3wC4EaHOH=E?e8xW(uP2 zt)S|ZW3~lvl0Bc;;OHomctKN>7l3CRMLqS}gcMTkfS4Mp-B9gE{XkQDj`W41?Ib9Hrz@23T4A+bW(*lm2tUlj*j@Cjlw zJ*5GT4E8bM>TYa8Z18+=m?>GIPyvS)eg&+zH5-8dHYF}3Bm|TRh8R=U6BToiNc9)e zwzefSx6Y!m_dpL;Mn>l8lPAO^Bz3j-zg#QCB+hcB-MW?J;zCy+w>_z^#8p zvTADDa#UxR5(@qu08FG#c$M_m>-YcHAGqhok7{p-{ZB&g3zB+f7vXguL_{tZul`%8 z|KxT5mw)rUdUj7_v;KeH)w@jrV$y!fyTRutdB+a}BR@yx8c_fD9kk#6&kxV~HUrb{ z;$1ag&1Sf|JZ_h}i;WE=#{th%2M7@48o+$0dHMJ(66%>=cekQGjbUKE5(Y4>TEw+Jrz7+aUW(n}%&WwYsmjx0PEP zFbW<86=q)9AOJ+t#k4)sgo@yQ@6C?)ID%TaNw-H&_q^1=Pjzx?qa9;1Hu}EIz|YT? zLo1>M@P(P4zFr+Yj%)om{PM+%<6d%)Xb~l_$b4cVK06-j6PFg3ku{IaHJ(w{Qki0#;3g}`6=vn*t28_PI6)ns@OGVPR>tT(X(M@6P*_O%z$c^vd50;#-wm z6>SV=#xecR7H)+($Ar)!t*or_bJ?(C!C;*Mt4}IU51}4$#l2gV(IKqJ{H!x>z6e{F zLP*DiJ^%Sd)eI$R*d4;49Mtge!Uv_N1RTg|CM4*h7Y@}+6u7y#SimG0E*7H1$9!hM zr44*g9c^vz&A>xqXY8-MnpDImXpf@HQ`?{#=yOpxeHakn$P_U5#=CjC<&`aGczEl1 z9X|dZo|AG$&P~B5%nItSyo{09Fs`mB>gP$%Tz&=M_8X*mCwqGC>ht~n-Hy>0s#7zF z&{U`TWlsk3_gxO{p6N!GvXh}K&iwqxe^2LimeXG{c0Fy*nbNxv_+Cn%7)`H34{GT5 z?f{(F!_%bJ~`0|ADU$^3!>$Ah9smlQ@dYRZQALO>5D0L@-b<;qd~RO!RA@twY)-ooGgj2DE|1 zO_0)XjhW2EG>*ek;qdil>?zV~ktp-T{(I&hWe z;b!|4!mhrRr!Tk&jDI^hscqDnKD|(v3(4z-={GmJ9(;u!4@SG?nRXv!E(R& zcVLVYJ9Y}A-JdvA42#(P+6xp?@gT3 zHO(M+qyYztck>27y#ocdkg!831p5$#2UB8F8CPd#pmQ+DT@^?k1db-?<@3TglUeaP zfRn3aVh93m-?`)B>Z<;vvJxaKUv#z0t%X!tU&d_R-y#8Y{eMp{@$!3RNVUzKy@<%b zsBcUL+>HfIX^VUx=Wd{I>xvOR@~RKoY3rS2RSt840twjh<;7Q5qkH=alN3J$j;o~o zJ^{r6vC1nyqJ@fiuh(VIpWZDMt+2(j;ffew@VT-Y-{Ej5kI(-1sNkl!rm{mYXJ?~F zr`~|SbMV36x+GPa*loTuSCMJ9fE32&2 zgM$O-2%^TOrb9*C%fRdF#SoMVx7Cn8uLG=#_Z2sOm8ku;(}p)(R{H=gf)C}@Gp92j z$}{%er0r$y%BKLqxRa07Z|y%|S`r_R;~Ei@1O%uEyQ}gVH+Kk#mw0`jU{?81z0O7? zT-~V8fZX?I+O>a4Jez~$u%LR^Hd;tvG-pROg(m#91-+YVv4;Mo;Z7|oB$F$VmoM_w z=EVoF+X>2eEtY(Y&h754Hyh-}a9$dUnEBb4UZiV2MdGI5UJzY8#a0Q70=wb86UMAU zT1Xvcn4%mI{C-rhu#z3^4;gSz+*Lc5E%k5O18F#2qx)i80F2C#P5Ted(sRI4TQ~8= z48FKsuQ#WVramGC_|oh$s+Gy6&nbXBViY+je>b#TK7I@~3_lgB zPJbCu)}iaP8+33-yyFsa<@xopsUg$_0@rqV^QzGMu(c5E*I)EBnKauS%|11oB_igE z(s^l*g7d1NOW=qePKc-$EL$S>)A}>vSA45#53IvE<1B8Wz zc~*e@O`H4RB>(}FL_GzB7*l}5mXMGzHqMe!1DW#MH?p#_U}o6fe&<@ZA$DJkk*gd~AK>pVqKa;0-2>A*3v)mtaHNy;@#EkL0%{>R!oI;7 z&pDM@sT@XCs>^*GXe$Mn?k(bq8!F@X}_$p#jAdhspd&ii5hJyu2K|YIAd$ zMQk@CdUvLF;edudxJ=I{BK2lU_1;$>BQrKO28Qd#$hQu96zEj^4L7UM(SrlADPNPo zW%&uS{!|B(AEhjcsRqER4of3~tkq$3VRjgOT4JP4 z`$E2`=#5^hvbBOjmdFXAK6Up0L)}}3McIXKzcwNgA}Es53JTH<0@B?%@F?9#H&UV? zEezeAl0yw6QqrA6cjv&sPx%RGowJprA7zyz zb+OYow#Qm6Y77y0Q-+VzEE1uu7gQZ>FM3yhOigjg$mD0`0X)}MJ8s>epp?b-#uH|7 zd}-CrWl!{S2VR1_8P22CWZ^K5CAEM6@4hsslAfMaO}(1RQGZH{+HaNUO7#eXe$xu= zimffz+`N|8>Gpz;rq(K$wL++bhMHJvAx_WSnLz&Z`QiG{Pliu0k))Gx^l!2Z=%r1! z%%kue;`!@|Rwa64h#X$6MP^d-Huwxt5N=3Te)it<;L38GjhZdF+-3XuD1{~9F>cFe zAoiK~7<0=TyNej(F}<`6_twA%~|!wv_^L#4NG1{(#4k)7FvQr>S0S;Ux_#_;cXL`+X0X&zu3m6 z!R9dS`JKgLo``+tmYr9pl;?bM00EKq3et*H8V;4;oJ^D^oLbo^$ z!EmKvaO$^xw=~pA`I(#E{M(F_%Ca(iM}Niazu+X$#iIELxX++m9U?&?=tgk#1vLw* zvKQJ1FL3ek10F`N>45RluhNXn_d?bYA|qc#CoGMJS%)Oh_rBFEfOfd`;LE!dVw3|P zZu}%<-03tG=0(A4N)`ipKSfJJ$4xsOYS~F)W9>ipIIhuV2Uvfwqjo=4O6A+U46omD zWX=A9x|f$X0?W>gwq@`B`cw3Ln66=Q;bp^1?4wtflEwxf?yc4-s|Q|x$;}!eK?<*+ zGc!kINh&78hY1e*M7vZTr)EjD5g)Zs2;8^Bo-7Y#HE=4I)iS}sClar+ZkF#K7?|cT zBjR9L_t z8>XR17bV$gBL+R8c$?ltE)t`1ZFBGY!W}>X{EfR~WV<9vnlaR7Upd{v-P3akN1142 z`SkZY_Q+~5B{fLkC%OSq*VdLU07`zq;FSVGma0tGYhuj zH>V<;-qd(y8t;?N81v>IL<1m1lm4_%8+e@f;2CE+WbI1UWhmU#%&4$K%kVX&Pfl@9 zx={kBPT1YH;7o%zkq;iZ%rzF|5wzLtDGm#9Rta)HYx(i(onV^-62CM#deu}VPOQW$ zD+@$;Z*<$4tyFg2ZBg$u-z_98aZV$qRE#3Alw$R<+S|*+i0||HQl=J|t5Z?N#fxwX zB!y&lv4(^YDwWIDd?pk$DmOOY5B^%h2b7UnIhcq@zdQi+*^XO>~pACb;s1pl*5_ioD%j*|AotV~zIf z_t~zDGm^q2kj~9x_sR1||M$*Ntu6>Ff8KJpUv7Qc1V_FH!FeKarpPEA)?SExl2Q*>Fkohlg_ zeo8a`t>v*@s-Cd+dK*=e<@od5zq3}59$`VIrYarvI_}HK*2`q|IX$hp83pl2`-A;8 zJ`G0y+~ROc1I;y=*jUnPdg@7b(|-EpwCh$ia+Ntz@zC2Z-}e@EJU_%q_spq=(MMyZwHNP{ zi^}g=e#=rRx!=jx7LGPP+r#yHmeADkd2=OBTwGk#-8|mgZ$nU^)L9*(lVTHTyrW2Fms|2BCZ-nDqi|yRhMF?gI7fXYI=gVsunjyHN$AWqPNfNT{ zG;@^^O-@>9e9LhFb*jRkK@VC>!+}6QT~t(*;ryK^gboQ>M{Hjub(hC(X_gs;$#loP zjY(4>0*%ZJQs=vu;gidu%d^?R%)7wR}J96R8->kM=X{kM< zWome4^=K)}81|WD-XHombzUzxUg14Nk%iG|Z8d0Ui45c(pV0<5ygb-ng4L+7|Jy9S zy`XPo=99dgZrF-q0Uv5Pw$b*v|Sd~_~KG|wEPDb|ya$w9=i z)$`_Cr{&+w_y9g7jB}&jaSP-K7^oTWC?}{>V3ZIP z5@JIjOV(ZSou6|*_wnAda^oZaD}2lE?KeX-B7R`%gO%|D|F4sfd`%!o~7G;(% zztd?!jr~MfhD6S{IplTgoeILq(jULQ?tgU<1v2_a`ev06^L7+VYbw>0xSwZKuRu0a zUR5ah=$vGU(?D$f`}r_mgR7-f9!?$mDt3-z+eEo#a|WiK%-_xxyG$vyH2%!?%t71a z$sOE{d>!I<4|yTDU(X<-n-A#EZj=dfoYbqv3o;>{Zl|rxMWDkQ?v*5~7gO{L5E3P9O&KSzTzG#^+KxZu17`QJ z1<$d5C!f6kNwHfy0OBo#DX7B;kTWx3?tg2i!4bmtb+tDuD~mqmL`me5$OzDVS4@Vs z8#BF)2sc7H2o-sx2Z>0MnFR$Kv$H?=vW^?G4|?Cl&T`~Wo%&^-&@3?zIRMdKb z4>}7!8e{3^^pOCXC|j)|)ix#*IlY2Ahc&=7UBV0vz}GN4LsQdS@uw+3q>xJ(;#{js zi4&CygbgNtBK!qon`SIq^s65F?FRH6XiLqV7*P-Hd9ll8&t1*0O?8VrcC9VEO{i+`*CIr8uUQk#Qrxro=w3 zE3;9gcP7tg>)3^m&{Ky> zJz%?bE3!OO+Xoa6fnQy2ktqWC=`LMJRtP={@C-cyq6v zLBqJj0ZgXW3m$_8xr-+e-R|QP)N^1>D4vo4K*jYYB4r=4=gzkJap!7%KR1v!&;VCH z{WV84|AvH=ie7A)MFdmWAG*)Il@E0+#<&&38@f9c$P{Sq)^`3psewX8bZ)&TBOm&? z$`vk-|MA`+k)SAz5G}2EmL^ye%Gy=;wC-i2oqJix#fl0R@UslH&IY3d|t(`;X^&>4$Z!BN}wPhc&|i9vslg= zaC+)?A-#GB;Pu%|fubtJWN0RiO!Z|HrMZ%TGBqL8SF`y&Og|e?dL^LufFAyVj8zTn zBDTHZF{VaEyF)TNI5^lSA%ywkUxMUB>EP~cKBoY<&~e~XyYtTk8$o(LmfbEEpBrct zInS{l{++l{cAVSXDJ;&pZ>0PJ{+u|7idZ5+(VVejvFi*7J77~i?7g#0vTpv_+&t9dB2c^6y>BReco({@pz9Z)4G z8qn+~l2Le%B;Me(rkNam`w^g^Zu0g*pq#pvDhQ{L*1uxn*JH$53=t#q$cV>uGN%1i zD@ZX%??5afUpCxCm#;>v?e5R8)oNejj90I@q})PPPgeE}4$ z>Dx&)mGH9MQ?JsfmCKIl6C+y%0_`@^#AkGB)|@5swD0zPl;6apTEmN3rD!g}kjxY@ zZB!{Qez;6X5wASMQ!m!m@;7&;Y9v;LLSD+@J(y{UA1i;d!I@MBytg<)6Q!TSGRd|R zq{Ndwkr6@C{gAw0(?S~}KCh8zBds9h>Trtr$waI# zL`6kwm#n#96}gyK7hxQv?$bck7sjR`u0mk+_XP4xL8yJ--~M7PCEs;F4dH#n!>)F* zdd9Pne?auF8Vq(KSyIva=zDoCPapiYR>m{i(HVz*VT+8nL&*6{KL16+VK7%Jukm!l zI6v;&__PLS;B_iR1_w)pT7`?zImP)HqS}-~T>R2GH0#$o`Uqj}2DIBDsJ>=JiQ740 z%ruveE=a=C;T1nCB&4LWEVe+AnL@~eNCFF0D)VK4TKT0UlWr(Yz;y`3ig06!xdmb! zDXpM@t3LvSfNgO)S%<@qF)4>&ctk2o8~gr%8Od$_1x&=y``ue$M~F3T7YVuk`<4bW z&AI%9zYELI!=}CgINMR&IEcSJkQfhpNxdNS<*x8PqSLewYW?!nZu~RX;%-;AZ$3lS z%#x<}0Dp;2W?4-MDN4dQxV&sUP?rfiFpoXs`Yax~$W6f2E|wh=<<-V+@eGLNYPkpW9#3YU{ZuiElM%9gZd{oPd7(o zC%f`i2>m)6?CNc!hU8%nu^{FDB@QCj{Z{JD@;swFiqqK@+j#fNvTmda*QRUCfN-9` zV1P;)Rwel+BxHzWJ^i(H+uOAi?n;MY<90C#^I!MHYOOT{cP!H!bte-`H754vN-E-| zyy`4Q0zZ;u7G{Nb{4l-)q+!^Mu^&7)Zd=@T8gUCji4Lbvl-$3a6JJuEr_vKQn!ah+ zvSS|Vv{TAjmj#O8>E`R&M6OdpJe8C3^%lTG74w`}AP}T*&(B+W+qx)SRA(<%Y}X^i zDQuJYbx2`EX%-hkql4IqckefsR%&Z~s6UxC@W(^~g@<1Gr~4O`0I-a;Z^U!wdni!! z@&}qGue8HT{)BvPGdbaxsAtAi#e2whc)Nu6JGMulqSV)2XR+>c9-Ap+5g6WwmUx2j z)v!bnOxf`D%Co4Zr7=9VR2OU=lLrfsCmWi`uigZ0pb!+`3wjzQHIw$15M#n-e)cWd zJ%YMG3rovPt>6oNj08Vl#;pxH8K&2-o9S$#6j8^=QO)ualX}X^@1LT<1oem-1KTqi zA%F<)ZZ)I!vu1x4;zSw|ge6;43%W=dHC{8Zu*>-Re>}JEE!P%4jnr!r8UJuS-_^w| zl?49_nyxW6+1c6VZ~95p4oOMh!^I~4;h@{~-63sHAG-Z9l!`jv=Jwd#0_!uv6);Ic z*F_XoI!t5v(Day0V)%e8$cDlAez;(*MbGa$KynbT(EBu5?wUJy{(`{pS&T9H8^h%H%p;54`qHqJ98 zlqEhbjXb!a=dOB66(Tp zrOasn@*5`wY0YoCsUktw*hl%3M$n}YY1pF&y~~;v68qSHj{YEkNsXKaliZHsZlX8D-pH3wk8$b`cIOS8d=ppk0 z?u5Q)AQuO%-%!34xu(v;48lphYA~B0L)UyB*YqT$ySw@YPLyJU?y}v33OWmA z!VTW%KYlyE2$RGxlSX3Wnn*%4eSoD<9nd=b3!IMY6x~Y0jWQCmnZ3tGf%Iu?GvMfF8Py zuRR@4LLP1SS$g4EE$>$#X+kyb+Dk)Em+}5#c@LoDkESD?i!b;T=vMxb1u0TdPuLyAMBvOd1HEuxGDwt{RV-iNVhH=B_U5($^kW zKr%~>w6fLq(8uG3&)c|co^bu;j9RBl@gfxM4@*9cBx4nuKG9ngW=wTq!`C5;_WgUh zzs5$mL6=}Cc)0jW$6ZR}@Y2{)F~nfPvflFQ^CcC-$E$XUC`DI2B-M+zh8<0uiql?K zXKRaPvF5+)va$l4fxt24f_b4~xet7*U!cLrI{#Yh$P{;ya z=ONL7M9j6>-flo){qAMNk<|5HD*lwt9~>zk*@vee53@P;9^=7XNb(9SqA`_{9qrwb zBzo}j#Dlu_R#If^h(`eaamE)V6*g&Qe`(GSL|mj^?^Q&B#7F(*%a;!i?eQdIP_V9g zuLeQSG{+Nn3aI4 zrr&}We}jF)&tnM{h}6~4i1qsL5AH^T%MLqpC|xXjeSx{DEyC-pBH0GOUPY$~;Z)R+ zsI~qzFuG}L`0F3P#@Cbx&YpfF6D@$>zF_+0^P70l?i`C?NW!yaC$zxT1#t?g74smN zG5DY>P1R%(<9?(fDP;GG=~4IDlE{^In(~4*$>54JGJF zq2$8SF=zEsm|{L9OU1kC?u`>ABc_$(<5_T%6ZXAD2nh)4I)wgNk)7k3n}j1zxMA}7 zwn=lXXIIL6bkaqVEd0Jd2EDT*Orr9@)Iw!o$6D9%~)l@+#7cG0_3yGT7s zaK>=JVC#gH zhx7?~eo`z<4mvk;HoW(TY)DT)_uOkhN;P)V4hN4#*`(vllfAgdKEI3V@aosrV(HQG z8X7VSRgb5mdQ?COX5=1kY$};w&S>s6MYI>OQ168r`vFhMPRXqW!mP~tv_KIcJo@-? z0Yok)S+LhDDZ!|h{Ki`S*B|o~QxaohvV86VqMo`zOdzH6-p~0}@0R@C=JOhEx9bsz zsf7!>PNq0TDc+?_icTg}LeEz&kZ_3jSZ}1WtbsthK7?^q2|oMEO2&#Z%`QIePC*ki zDXC~yD)#nDCxIQ+Z9e>ske=aE-5kYImJHPleVQ(o?5)Xu$uQDbKn_`S1X83;Q-@04 zuET^_J{-(Mxsi?MxSkz+B`XR~ydINcais|jO(g5ZItRn?Z=BV~g}^j;eIy^Y`v{zR z=0Z?Y$(w;rwg|SJ$ri$mnmfT~&kn^rHGB>~Qdp-J`ew^Y!<5}^y`Uz1sct8;`$E4s zT1A^BYL4Tlwi)N~aMR|xN*!%+2xh2bfxW>q0gBa5s;jr6o`UvKj+;0lY25L4iJ1;{ zt#}{rNE{Znxgr;pTqIUsHzWTO*_V89qKrP<8cz`p&^ySirH+YPcuXsd`HPGU97#=B(9o&%MR?GnG!)e}5=M>xX<*u0Su28f zltE&0uo~grnUf^sPg3G}*#tb>GQhvjF` zq>I6oq!^K3;;86E_5=XmkRzKq4k^A%D2tuXs?}_=gRIN#Y|I#mdvo*r&n;f zgW2az!|Lwkc(S77;o9GmysN99)`s@>el3xd@SdywLPgiL3)a=^j>PMIx9}1EY{>m` zk>$%~{sDv7j%UIrNhJss-<;r6ilg|EDYA&zUtnxc@XB66S~^lnoW7(A2J4=40CK=` zo8Q?oF;4e&_IRZ(`$zmVT3Qa(nGP7`7-;tq3@LIb+#VjNc| z`VpTGmu0r}_>BJ&PzgzWmFB&mPzB^2AAy9mn*n)##MO#vSU&*#{JON39o4V4)M!|t z)^_Gbz`N0n;b7a@$-|{APUFkx_8gIsm)CD_DY=5RnkC4vc6I;30(pHgyRUA=*@7yiEBut6@P|VxPYSHg5 zdv6oV)9qC|3)i~Yt+U6XA)D_)@hMT~3+;9F{KTC?&)zEuxDRFN$|!{OsHe+auXJ&(_jyP^R+WVblt(^+on?IMijA~pPO8sf{nu^%>r|;`)>lq!W zKyupfgS^blPhkG9!FA7e_w1VePwA?uf`PliVfk{;P>+#DN6$ue3$w7W!8KKf3$M*L zegT306ai>#Y&DoJ0;k(d-uG{JcOtpCxR@03#fOH0#USte(rbU^zuH$v?Ka`>Hl18k z3xu*h9VcdTFG)R4K2@q2DhRbN3zc)4tj_MV{ z%POrw|3`IF$N99XiqkoL^LosUl7(-7Czfu1?Ps3)-EoV7KF`E+O^wcOlVwz|$EsQBzK&xk&ongL z&(~?qcXz)(Q6JM>L&KT$3BW-47c9v!wIpsET|3yyxwvf>7Mlsrd?Z)4K$_zfH5WKy z#rW^g93iR$&jWHp+9kcaxw!f2xY&i;{&-6OJdxlH1|C2$#^^JiRDo1K*>?5T?U#+9 zx8|@LyJz=px1}^YyLE})@Rz*G{do3}&=Mn<_?kn*@zOd|o*~|Fi0L=`K&Knb!Nb9@ znwr6ljY4but$V3vO&HlUmxyxf+f8%-ajtHCc=#U|?$#6k{|Hm>1OEpANI?BRAG!IS z|JR>=W`6$qjO`|sD7i2I*#kXqK}*X79SjN4(i)$grEGWnm-IkzcB2_Fi`K6+RUilk zKqf5;AfrSOBrQ19fqFa7$3KBU_}jf4$HvBnjg1X@v(%{<3(?NPTjOaLn4q_;`O$_^ zbI9I*c@ToUPY8#w9+MEP%z&DhxS;Q{V;v+((az)3=u?%@%xtD?Wde?Ll@JTjtA z5jZO1&nu`;4M`EDao5+MZvFmrX=&-Wvl?J}g517K*EAVlE-_Q_Eb;vZmLkZ1_Z4;f z?gPLCa&>b0+YYAd0FppjQOoeFTkJRD6vDU77vD9MP&#A5|J|yG>L4}+L+8ky8rw2} z)I8q+lj*nzOu0n@d&%+WFs3$~-LD5#&4biJrV#nnI(b*1a&n=^f?$rl{tqBYq*S?p zA$b05R>LO2bm#`M6W!E_f%&czwhuor)4i&ima99Y|L-SJQUK8!Koxn(lY_@1Y%xT) zMGdHRkP-vcO!Cf#H489lau$V|-w4QEI3jg+KgYthab^XU?Q3;I7E-i75ws0fahxf)A+`ofE6Q8U}lTX$jOl?b-21X`^T^x z7eNg_8``;mHaTmv3Ms@TbBXzr1Jy-1>JBqWJN{&rrFBC`r2%2 z5w@Oq2mcH#TJe&g(b1XsDg`3((6yAg$XU158ufiW*(;vpyGZQ+_>|^{WJ6D%K6MTP zPt9$c6cGGik)>~RtEBhBLPNLK*R?@w?TVe7`vlZ?6sKG^hUgQxY(aW`yNO-ozbpD8 zy~LB<(b3`Q`5y8h9{JVjXsk|V9<0Me>tu!ct&5t|-RB6L0|)B=V4c6SI_;#PSbb!q zq=GKaK>Ulh(dBm+i!K9kh1tT>;{xs;e2yTAYRU5YpZAw0?I_acXjNg$072~yd{)8B zgG)LxJG%>$*=ss46(loMRb4#IIdyQ~N)fu=6R2E%e5%ESo^Uqq5}|UnE2;C|yllXe z8%-^18Bz@UZ^cJ2AgCc@=EE^nNu;EtUco5P4VRj^8ToEP8hyox2jktp@=yM>$a}M2 zyw5%$8#3vG`TO6AfPi;fSPTr-kDFAZfHJ#l9uPmQ?ZVFXTkz>K)>c-6_A4&_!{*(h z37d-)20$&yM=)VW*|6H5w)Zx>Va8Sl4XB!0dM-Ot^!VkVqNB(96HueDy}|kO(alEq z40nU4?>@nh9Q5gb;L;4R9)N8)^#W#dw5S4JSSV{7t|yMUak?l41AGZdmnE>-Au>R- zxS8$1029;b0UoJ9)I!3HKCLxR z>cKW56^zOo6Q(D_-oCkA`~XG2#I7YT{HUW8z{ZeY33yYy+9sek}&H$BpYx zi;LgD55SF7Ow6WA!iOIAx;BxcOPHh>e4m2%Um?$dYJ~^sJB+mX7v&VF1B^>!J~VO0H3=C$0F1;ss;r~0W=jOZqfB(1ts>r6G#I|%S zXJ&Nvf6l7;LE>YdpFgW5tUMd|-bXUX#}B~l<^ZfDJUo2Xwj2EcjD!I2*@&z2YEJ@u z2H=Hm&8vL;isF*6BB#`_&-rI#A&0}I*NuKFHn8}fM*GSS9J?0444m5mlQ_h!3!nlB zqKia+!Nw9xbMspFBU88j7o9H9Js;a)M__kM2Zte73V!{1SEx5JcVIw-?d{h7;{}H7 z#_f8adud^Dce5U7?Z+lxto!xu>^L4Bn)+UyoeT}VtI4ac(@9Z_%`7Z@mwIzuQ7;D~ zXGg|RX;#<6g0ix1WSY9Vg~QE7Wlf~53!rqM(Q&dh&Wei5cgtKz24mVq^Bv`rC}GWF%Yd4&ptnXFgiYtc5(c}K#17~@KdMDk1bz=W`FFf zigHzEe~A662SdfNvH({)z}C4Q8>#blr^o=YW!`7#pNgKm+;g5f`T{U%eUv|(rM8GZQL2YhT`?pGF3UB z6v3PS4f@R(iwW;XA9+bPq6~xn`*;KF19J%EI^@Z4Fi2!ettbWE-nGUBj#v2Kp-^Y8 zNAB%zZo=#{FznQ{v~SkRENm$c7lH}a7N8M8s07tQG3?{?*J{eHSBWw1+K-c2z6O+hfcyv6APOX#agQf3Y^Pj9wgEz zCWf91U%SrXWG!urd9%X)+Goy;*Z!=cv>>{vd#9#^mZw#yYhNMhqQ+jLpYc{hUmE@@ zF$nMGJu_NHKQf>?(-d}hp1BjZf5}pej*p)h7fdqSPO;AT=AtYi=*P+wMr zh|Mf6E`n?O_>9lH7O;@&r?d>ci9Z?r$!S>`dU71LgFKGYkc!xRySBM0CUV`nZT-FH zJZx?4IR$Sz&q<2NTnE8%ZVk7$o?)z9J8VW=MI*NGo%v{CLYjA+ivAm(-MQX=G*awL z*`IM1++#|U3)8)o}ae(lC^gfKY#uVA}QyF9|4-`V5owyI=IQ_)mT$#Pvq4& z;z|R71EBNpnYeeM$-)=SSXAql01N%NoNd7Y)kRF9qER!dCz+Qg;H5lWrUu+n21EpX zrl&`T2B{nR3=z9KkBPKz6Me_lnN;Nd>&GS@bR+^%9wx`=|cs!07E0{KyJ(- zeesLUCEuB&Q_%AvgLmQ>j-s?Eqa~5=`0$V50J^d1?ePS_iAl5y@Ol7{*)c1LFmgWj z*RMNQ9CYp~nwhPU*)<+`z(5S9(;t(TR))UXQ1W#cnnKU{8Zth29{ggE8(i#rF4gzN z_otUVY~#<4a-SpOKG9IpRO0Gx%6aIB;RRTKn~_wPJ5q%)+q`xh3X_xdmGw9!uXTsV zCgZdtPp5O&e16Si73SmRvTUAF|5 zaAqJV{ApQevq_&Hit*0*^N~szaD|UbOG&vql}Vd)dL6sFt}5)(SPqxZvTs&M)6v>i zWGO;_!JDMk(5S{XmT|Pi6RTLi0PT^KQ3`f1{|o1a2r27oXO}LOmA+LGFRV539R)ZdGs5VKT);OG}C|;|n9^YA`zT6*eiD31au8EQF zOc`3JH={V3S!p;fJylxttv=Hl6Q7;F%!T1p*VJ?+*)|B)PvxT}rKHYnk9w1MoO?mu z@wXj3>cYDv6!JPCQbl&ZUs~ygZt*jDbPJge0}yDoL%O#%=u8IL6mia#jV%Ad@8*%> zDj1$?UA?KelVvqI%~H;(Q^F{kZS?$`a%R){HTq@7CUNbc=QBD6aXCqc8+rAArW*y< z#)Sqi*Bg8yXPb<41RHE2?=vXD-Fd?NN!-KH@d!}Z4R=p2j{3Jm4!r|Wz<5sj83`a4 z-xP)M*m`N_YxP+GhBOf52dwez1u6jFo-kb}BeFBoOjgeP81F4y9IuK28YMPAty=)`BdzM7H6 z0os#Qg_AyP>tG?R!~OvY&+HTj$Oa&5fZHmZ_?9O$=dOCefUy%Du~D8v(latLW-_fZ z0~=2!>ut z*Ifr5sIK-*8t;+NaNjgKV`FWpUJ&rle?*B*;V9(^mW0McUg@4#)gP+)`gRr1*~y6T zDQ(wJ>~jz85n6-71>rsJ7cta!lND`JzYB_rhDBvShBrvI;*uBg52fn_oDYn$>eIK% zv~_FF%^Y{{6{|pE;j{>NHAsQbw*TE!5t*y+r6=7HK9lxahH9oe zya;iRzMOVnlSdrcMR*MEjZM|U9y(RCSF_JgXmde4Qaa~9cXa}rouUmGTiK}roMlyr z!Z8(mrI%-JL{D8f7JGQw7S_56ARfqB8fpmO|2rKEh85!h^U|L=i~d_JH?BEQu>mm_Jiz*^W~@Bhfk=yjc1S} zV+=2*Pd>XQAZ&ZaN^V13F?}hR-+bW+BM*|M2+tc=2{#fx?2SK0i?u0huCs`*Ai`%l zUw;G~()K6lUEkSI5yyGvf)E7mu+jwv&sMs@P$<8J9$*~W zjCRIAKq>hvi~%rM`Y|`Da+-i^Un2~#S<8wvG&Nmj$kHO_1e}3AK!wj_dl*@X7N@v} zs%kXstMh$iFgTo1r6~dd*S8;6;YU!37-+@evo*Tk0x1*~TANyEK;N2K7yf#NQ3;l` z@_toaOX3o#yKr{AC1hIV_{#R!(tG|{2UZs~7KLb89}J5FigJy~$9h*#G%`i`XR@@d`1W0^!1H5#2Ko0!DqQFb;R6zCMYCA68A&zIqPX?@vm%?dLgq`8zljZfBZ zR}%pgVvo=t#yr7kTWie5>-B=tA^_XB#Yg`Y>BIZdb9B>(7{i~^4i9B+Yf8hwh*6{*E^c%)>x9B=)A^tK1q0K&bxh(A zIXMEg_SY%4F!FUTY`!zW<_^K5o3*em*hmf8y{nsN30Slz6hjae=wppB^?hIh7R#*F zrBcHY5-edRHy)cTaR2(KV z0|>OHP8@)50Vd3Cs|4m%rC%SCin0a=*CCz(+(W}g<$Bbx%jgKu>^!^)=C%*mFZjL*3xX0KM1+fL^ekvM7!N8J@d$d{ ztig@XIqOlmb>WWPUE-qlgn^1L6OE@^-Bs@@2gvCHZoP?LO08zo_fYKA8Cb6Ugw}=A zRbIfX?besz@fMIuv!8$_3aA9%j0=h z4(NqP8%*8;*c+>y0fa+OD+mSqG{;r*T-)f{CJYqYZO>Day+C$dulpGt&e4CIr}#aM)--e@8 zW*Y9++e*%FTp9O&+T9Goa(WAX=7-unQE3=FcpVf>lu`M+gX>U=$D5p3NDKrnWDZV| zG>AL;$js(J-d@DDne_joL^1jfJZ3B$pY*La!d0hB!&IKkI%e0$POw0fR)xU6q64tJ zr(f|v+56uzS87If&RtRdwLI=ZZhCJB+pn6X@d?s_7}2jhA>lUU#=zyt?gH)xzvXLy z*rjavudV_nKqHRJG>ngg*tK$#)HI8=pG=1yE@$Zc%o;=sCV$Y zXvT2QPiIf-6`N!41n1$>XOEAJoL+L~cDp%Ugz?NqG9qyvJwmNl6Ff zGG{I%{n_$U$`@<4?Bg=%%PH}V7F_@#x3#??bDQ+up{J#7sc{(ao>+0{T*KzEowoP+ zr#3r9@P)E8zQ@eID{xJIu_$siQO~p0^Pe=ZlB%hz(^0QnqUZ2eoOK|b zby@7SHm$Ruye12sgX_5W`)|OBhlWFjiybRHPe)e`H~97XP806x-!z#M%pnmhXoy14 zBB&)6_}-lTHX~Fc(oPh@UbQ1oPgG4-9}K88(Nn^vdxF_mGr=W*<;-U}@@ivr>`?~l zqkE$-sDAn|j{^t?>1IH0cWzgE`;Wy>8q1$i3rXA?Z?m}V#`K~i$OrY*%M}I`vr%u- zxo2%jWxfxAhVjUWeS$6g_hCUOzOB*DF-Q*-@z~7rjot&(mEY(d@b=!wv6y>OcifF! zn=ql{p1*Z~%f~Dd*zXYAsMp5qSAdyRWSsQjhJC-jT8oTKdQYHWeeTt+G(j&e&@pQ1rIHN$QS`;nPTb@ zTX6-IVARe8Zq@96f6NMW*hSGF^`ta@Z*zlSDgr`%^6^*ZxZIm@t2zkY0B%QT*ZHsr;wA{Vn$#pGrKkrP1q)M#cWJQP@ zct6eX=28)qLWiO4@eD2O2d8T+&reTsG8O7euy@w`%TldEMhXj=+)?AC_9*c_-Ov4V zXTa$vQY{ubcT@-p+HcH~I4zLLnem@Xxy%vHGw2UD{(OS9$Ps|!*P`L=3$c+s5WroN2yFus&xS3 zv^-v&+d<~BZlAb^y|;Fo0kY$Paj9p-`FRHVW8IQ3sKg^;_pGF$Y)j*biS<7`2N1Z! zwcF8&q@CT+AAUPbvE42S8nc!Tis7Y|!|V_Q{^X`>3fga9vxI`e1LCIf$Xob5NQ}P( z`?qw$G-QNUUa;+2Nh1I#x9LVujET6oDZe3mO`s;>Ta0O54xoMrx|oxblZO|TT=OHN zqn*l55i6-?eaQu|j`sFM4!E3Z=%zuOM>56SmhV~4lKTQxQ-Khw8aZfFWpD&Sy@ELm z$Y>Hk41FK#d49Bdyz!Whmw7oV^2rO@iayiWu~jHI_y{w)S2DyBzw`dk?xa*$5$q^bT;CLe33_Lr_w(A8CYJoC|RD64QU8|cX*%knD4`Vmk5A1-_yPu-n}vu!OzT! zxTxp=WOJ<-ANIJ`9>o;Ey_9Vpt^{e>B8D}ozQg)T`bJXASt@exH0b0F&+xIBCGV9I zw@1#J1TI!_CV8S0yABT<(ZCakir4cPwf{J% z)uQ}F6-R~wGM=Mzhx%P`7`fIt@up01&(6Ov^lE^dY7>^7<`h81 za5bQ-AhEY@GB~DqJTjMtIl2-VuNjf;^@gH1AV!rP9?2hsi9GmMET|Mf8FApYK3qpw z6C3KcY-%m9s5nLjY{85?M?kxTekK&S;dxHG@RaD+scJdawkI437Xw&Yb0Z&%dM{|G zRqN$G!O6h~jkEO#9Cah>@$Z$YA_A)kM@L5~EKkzaE#$bRjGU5liF%49>G36JajQZ%jlU64WS(1qY1<}@NL@5+r7E|^zqo(*cB&Q#jl}{HZXdY0^fzKA$6aD>9c!-YcRTJZ*Qik zKiTo5_<9O_8hpOUO4D|C9fb-yM+YAyQ?QH|>DA;9m-0Hj`jPjqdB?vW```U1{dtK< zoiH`CC=>`YPFx(t*snv+4t3cT%}_3m|9;8Cp7owVl|88qLKt-^Ea_=+T?}HLX<0#&bT?UxL;9BATT;{0->Z zzV1+!H2$%EBueGHy%b7yJ##Ym??F+$u>4g;PwLXGEkYyZMwrsGX=c#vQ<7i**TV-i zPuHun>~?+BMmJ#DbNJ6L-cw{=74-=^bpP!clHa196~h!Hsug}5(sg$8w({PeWB>Qk zckwy0ug8P0k3m6eSq`GkGVAGHcKq8g`$}x{g8y=yDcX}fKjhJ#DxxN5%){X|P|!Hl z^7kB-iPX*NnLrGrJ)5&+YN+9j8T!7qFHOz{R~D{V{%dbPFqKAYsw>(xj;?=Be=!6n z#@?_=vAK*x9YNeJch!$BtU|{yLcZXja{tDat;M4y(scUyC^Gv`_W9Y)zx|n)Zex*G z6Ms5-s*1Y(18@ZKP|t?aw66k}KVxs~?fQ-vAA$EaF@fg@E#R~FIpW;w(wz?xh{{t- z)#Q3k{6>~9?of7&xzJtpTFUo4YLX5-0=FU+u6Ds|a1igI(NAw~!IyORKqulfyQ&#w zB%=62760z|%0XL%C%HLDs5M~?Q^&JgCF8!ZOIIN8$i9M%tD2>5u95lfIy5*{f7QcX zEuFKz3`-V4i|txXmZjwLEqsPVbj$ zy1gJ$QCIF_Hux>@>iJ4V##&Dg-xH>wut;M*HNBPBo@Dz$Es37vtpDt7qZlSeU;jC zPioHB7!l-3F?ZluDT7mSx!8{wfQaZ_a0qQm4C8!X zJ~8Nji}om`Bz%*7ZP`-x=jhkJ7r8F$B7MCwj;L~#VS;7Z&Xx#zmQf5D)wG``fATtU zyH2;ULtE{3Q-}GrPuP7DFR(*2qupbgij1|ismT8OnP$PLx$LXBd})RWj{E(rOi0AMkFH@z3q}+(XV;dsET*iVRLOx6&;zfpMK(J zv7<7RMIeqbWVvWdjb&lsV3F^Cd~;!6SQg@W`%v6GW63&3dk&4?@r1H{9T&(-UKiBW z<}tK`|AcS$*C`ug0GCbwvskQ zw9ox0N-40uQV#Xc3RtBrc0V<&-%=MY)3>*7?psV*?H4XOH@`&3!Ohk%BBobtKOrPNOyO4x1N-@!w;~g0*Dv#NjnSKqqyG^Mi2kg8Tw`v&8$0*n zl(*R={Cej{U}8j&y5X`M#KkwxN%~R5-?rp<$5xcjaltk3G&Py&FEmS1wSMQ*gg+q# zdx5xZoX8%QTgs`H#pTaf*})Xkw5x})C#;6e=gROrq~?zvHOy7_o2iA=tS|KMhL}t~ z8GLNwbw6>ti!yc4(saF^677__fc*8Z&BEGR?RP7>*<=rv>%J38omRYmPyhe#U;YbO z4WeK%ClwQq95&GZTXEh_N}ZWV3pKASfRBQoOh{;GsPjyTMx*A%Cx>Fs+ba&szd#?W z^g8ol*p`1z6MNW=Zod59-GU%%2B|4c}j3EoX+vr3(B#9s{7^8jXF6F_A93)B1e z{Wb$YxE}SO>ye0^%ftk)bjwpZyoy?FwAoF^{Gm9^ zBOof|>fmv9P;)cHD^Xk0I-R-!Y}6>;MZ9B!<0QR!`UDu(V^hlP&DEBQ$RKBc0vsTM zWK^XSYgGL8`3k(6?t)@sV-tmVf%Tw_x?QPe^ZGPU7I9itMsxuZ)OxzQQc1Zpz*n|c z;}YLtwG-Jc4^U1hvs?Yhe!;1!e-!U@p~%}d6-nL2+`lW4XJ%ouqJJN<(8RHNGCVlx zG?>VNh|z+?QS8;^R?AU#I+~^J@b-z19S%+s3JP{*MPN=&!r=X@s9WhuTd^KX$lt)p%?9=*awIo~>%zjys_xTs4M%D$-VW~ka6$Y}E?p7BamB|A6ws&*te5=i356ws?co|c=J$HvNPssngRJW%z!QvE)OaFTt0Dl2`vUg|YSMK}5S0wn@saq;3z6xp>2 z?3qmi@6(iKiFr=)hNRffCz15T=s$cgKX;uvzdX|ONV@~_npahan}MgGl-bb0=~T}h zIX$gxCyzDlp-Kei-q3ur8HuULTsB%3=rP};S}X~@I4~1ja)c*07nYQNcG7S=CR0Y~ zTIlc(*B1pbj+faN8tISJo81-?C? zP#McjSIcL+F6QFu!~dHAnv|GGA)9Ir*#lVo{60R9>-b&@pI6KMn{c4CkdPD=eWl>g&M zYR!SQyVvkPl5yN>@mC!fx$X1I_t@)>E!De?FtGz3-vxu^$zp;RXJ9kiE_YQBi^DS} z5mHcy@fswTjAbX$1n4(K1mGe8{Ya@)ZjO&1zo38}jynk&3F=x_cS7yC*$yY1ysI0L zC5$SL;lN6pnp#{E)k*9gNHIDbfa-AT)lMNG@yWz9wEYR9@ZszXl2=m7+gCqHfdEVr z7#fmJF%?WKxA_ec^AdXuC364)*dPp0J1fx>a1<58c>1J)Xg2H()7~-I+3N;w`+9WH z|86E(xfeKm661qhXo=pxggTy&-N#(97{3oi^y&6$Cko?S1^_XUM#he6fV8EH;# zpMP+eemkgLz>WK{0$~Bjv^U!*h?8!>j+#Up6M0vva&P+n{&-hw_RKBsbkb3`rrZ9? zm08}Ooh=d8zc@c%?=NkRB$6 z()g@iY>Y=Sdk8kPxHz3s#Ug;&R0rtNFVp^ja-sBti|$eB431=3Ur)wGT}Ps&EATyN z6Lgi_Wp_;}(zMcomDaE%43*4N{EA(5$n`R=T~CHY(C-=7{Y3GrpG z7v67olK0s$)lzG@rI`Zjp4`N1rBXJ~at4k&iez|$^Jq+b-P_p5u(b;~OZa!N=U*)D zT)7S|r!Fiw+%=Rhc`ap}4E6RgA`Y2YEr0*mapv zdGy;VzXmcmO|iXsU8mYf1lPxp&=|4ViOaoS4{)d_3Uh1m&k^6Y2cYmyvD$CT$y=Q5 zOgPr7XNY`u5}Wc|0EB-67c6>eV0-5{OHj6iL+tVQcq7;MdZM)?X_Lby+27#S7!Cpf zV8eUM)OmCX%H^{f84Hj1z>={lZ@}HYC}?Pyy^;JuX$Zu&fo1InT#su;iVJKCea^)Vl#Ke5Tm|x8rORZi@<&vUz z4MGhvxV3|3tNC)=UU%FS6y3~F%Zts}5@Z->(ISt(`W7M*Yh&Yc_xey?kE^F0zy%)Ts2$*kd7>Jpu1T=N2q}C@AZap~QUc1JG28DQfTtWQ zIoO97$pLx8!{YVq&$kGVnck~UA;y_6jyk{l(`Gis{DJS{3b8RG{rBE}TH?-PV`JU) zUid;&z0g**)(D$RargG*e9hA&^XihchjQBC<_ypY#RHiR(1zoPcfNx?JVPQj0|tEVo@y{`d&KV2D+pSi_mZI~q}=vgV6s#YTVR z2g;)$psBn#=?LPoUkr=LyGF4Htse+?+J2}4Z?CwDiA^Ot?9Z}jQ2Y^gU>ZzJ2pNok zGJg|I)If6c0#VMRu)H%CcLXvvx)`V+oD&QG0~JBnlW>d z30tlX3L||>Er2g1w3R};bTf&-_jgxIh+E%f4&%v@MWs4ef6MzLLV{Od$xGMu_VzMF z2LVXc67Y#Ks~hWv%q&V7cs*~N<+nMYE?prwhNTg9wI*V%E+@Ieiaee-(+Xpn7d3!M zcIj^qco`IIKO-Zxw@xdFBq_u_r#M0H>aodW2901tpWiBIJc-b_LT6JJD=jLrzu_MR zCAj<14Ngn};YfiOZB1O*J;AWCyrd*rdU`gVxz`_*wV#Xj3XLs-B9AxE(h$mP&R0;b zX3I<8EKz9`y_V~tX10@K0}mICt%*0D3PyQqQ?O0PDq7;vlIg*u`}_J?&etH?`}h4C zhI;6H%-a2tj|qWrT%*leU?BYoA?K^wF4wgt!@;*sezSV+0Goz4gXTwIY#tsC$J}V( zP4p5|!g6pxa~huN1nJz^7{T$5)NU5|J~atxX$RAa>gs#g(2aUnIXEjCI#ahs5V8RG zQ)`}HwTh}!jbSlAvZUiNXwdjGOmqy3_ap_8kF>ZrqZR*(&;>{cAdBS0?}u8esSfgp!<&FlKv90mJNzDR4#rvUIMm z+nsw#+%Qx2t_8S~wKX+0O-<^2=)-E!G@~z4?ar=u!QptqcQ5-b_}Y2iE9lfni4!yh zOxg2hFEuy}%oqLb+^A<^Wd)+R!>@MqJ}68!f+bAehGm+V8hmW~RMyy930Dnez5j_o9l5FVQKa0;L*_lQELr7s>KGr;#O0 z;TUh3d*Q{!w;?=2uD}Ka^cXa?VKARgK&9ob{ZE0muTkIEN_RQred#Z_izkm1}hv!bzGRYmSC}N#%SFu?HxBy(PrL#+KI6)J(-i$7dh0=>=!L!$E;! zA)R`ioU$^z6I`A4bZ>VN`r{!k%;I~7`i^z4htR9Z{qHd#vG13yp~G_BXRAy=6*MXU z=2hH{M*TIpz zE&^t@)W!1-Oei6rXOYk-U@90NK&fbLpm*h;xX8W%Ev;d&Z z&ejT$Atu1DX^~)?iVovx_vUvWECS7(ZaDsX zqTREz2cH9-JbVLNK^Whc8mG(|-?47XInk=Wxfw{FouuTWBh5Ow06>B_B&#Rz6!bWn zxc8d6DJg1cl?G_J9|f#Mf&w_#DhCLEDW;+8p!@nqLIP~2C3jStm?wUazO>?Wy$}2T zN(7`R!=J$SCf5zJB@yp;{r1#x7t`sON{a)omsV|U7L zP?WO#Ht`_Xp1iut#U*3@+b}C}Z+sj8fOrSuf^JJ5viY~S=10SVsIW$f zcKb@b=%l~V-|`NMfCosy#?=!}Hnu5`m`>}yw-Hj5`|O%)oMQgWEJAzufO&J!TL8eH z*?02D<&?z^1|N5|tG9E*?P>n-`r*#bTF-vq>DjYq zsXZko@4|VRD3e=%Jk)nq$dNaI6f>ZHA)@0`(a`L6)@{now|KY#18k6dl;r0l=iGsv z6F8ZZ2Z5%+GUVMN3RfB9}Oz zr(MuccR!viHeH%PurTz!(Cq6YmU%oyobw%$;16lGB#3T!0C#y3xU#M0YW5wp6s9VI zy0M|7LfcKdlpVKO$=RMvuFW7n_9}G)4}4U*0F>@3w7%Ze$X>ex3Em!BC6zH7gwn1B zqhTqrwAcEE-ZE;ZYu|G>_R>6GSPeWp=TTEJXgZIOk=1hDQ^uP!M}5k>*sPYQ;kKiI zm-K(D&d5KkpsG4sH~|vfj=5tHU**g^^s}+D2G%}s-yc0%Bm%I(m>M{oucq)Bb%lk6 z{j*_?W{%@v0h6d&%v6v!(f&iT51$8zhB7_=3)oh?6X=Az<^{Csbqsq`BlGj~rCNL@ zO+YCF1h6P>*Z*F(2@}jpaK_{U^$|rSbrB$tXyVluMXoW*`|o}pEdZH=8hP#z&=+Xj z{s`z*u4g+2nz>9L2_7DBX!(LXo05VekrP}}cmquW;CpgNIyyQ|rTiNJZ%E-nq^6RR z5fH>(Xascp-4ZfBzNKX2@n4@coE|XHN86FF={1Xh^%w9UGkjkRXoF|~FaVJ?_@rk= zpv&&Rpqj*u@<7x#AKlLPfbWTDH3)rWj2&(+ZJ4BMtAGHm>I{&juK}Yb8JxTga%b0G z5IE=D0iH-ybTnyWc02gL96`{t^5x4HU`mt>f+GN=8Ndspm}>#-gX|50QCn?$`>OfR zfNQ@+TclDcBExL6+BrKro0*vjSlscLBY-WN!fXNs@6Gv_N{d2=iH*$(Y`(UYQEWLL z^#R{`uf$UK!Lhn#wnbO> zK{uOkieL-EapXq6gu&nT-f*R_Uu)h$H&FE6he3E|E88EiqBCbtY;zFA=H}kA$b%$s zQ~0=f2dedNrVt5(NQvo9{}@nb$3FvnX1I#H?oftM&|YE^o7H&{2RQvig9EF-1BzPZ z#t%}_S#m5@f*%r5S)DG!V_iKxfF#EbZ}-gU*{xGpU&=Ep#2OBNM5-c`E-GXS2kfAtnR0VvSx66@BqHl1J4U?RYG zYD3tTK9|eK1|%Xq0ibnxN7KdLRuTAeC3tSH0*J=Z0}U3qZvS__C;VL=Iar(#^6Q(M zvu+z}0D5-1`S9{XHpV;FKML$Xp2g@{J-56-i_aaQ&z=3r;fm1k3tOGsc3?nylk~6& zd(+_{J!OvT>h9*`tOb3d;zhu{H6(Ugg`JpKfU>isq-64sS&t4H47l;RNbc&-=Biac zC*c^m;n3|wdKiq8*!rp}1%wn>J#GHvO}*=xDbJ5Pd!jdG>FN9fpd~#oXs#7f)r1dq z+MCYU0F4yT-1Warvj}$wE`4C(5zuessCYEfn2awP1liYn-`uz_RBN|ALF+vam?741 zTmb2A%+$n$$+!a<@Q_J0R@MZFUJXTBX-h_|vc-jBnNUMjE@AWSW5Dj5F&ZtM1PU6b zua2p=orp-B#io`ReHERLRs-^hw8VyA1kU^BoQ#XnKZwFF=#yNUGZmXk?FK0BM{>@P8Ps(6Qfup9c_CM@IY^qB zGuwQ*E4^_F#nF>KWMjsVShk&S2iItju17-iEtG&MuutWbpz8Tz*;rSre@ei9Bpqzg zCPq^k7}Mbbh@75&xWwxMuCZY7y&{dnE|)qcXsv~H-_WXcV=9skbM9zV(vYnYP>Hhw zu5#yY6+xr1BuFUzZa^;0LxZ%hk*@b7MF86R+(PVIfL1QIy+TVft+Vcv8P zdI;FEzTr0xpbIT0KMjB_i-jIt;My2TFlVQ6yFg>4lG#UNwg(KbW6wV21=?fx1;DTf z-@Gxoi?Nm00sB`3*02<)&Tv%HaB|Mlfe%JJW%EtbZ*9Wb8761k_^yTkx={Jp_{)Pc zJgzC|qu%g5E3I__$u{kHnHMONTm;BzY=u);qpEGU>o zgQ)_E@3u zuP~zeuIS|S^mfa0S%Bk@IWlKk0g{%@3j+BvK<1}S1`sUue1k*bb-}5UuQss;VGQ@n z;TN=%@lGit{9YIF+%6T=qqR4@C=~z_isuBP3~f8$B0b_~L&}jam(CM7N$z(W%at}f z0LP0|aG*T_MoGfwMk>IA=FF^?ulhUYZ+|Nv|M_s1uqB7K4YqvI-Yz(ntIs?c zidv;id<#gB5m&B1Qfp_3p}ss%=c1c&lLGCB3Go3?talFleH2hwvdunL=VWKcH-owm z8#(Yax@d)v6V}#b5qp3QC_;YQ|IvB80PC7r0m!@<3QC6 z{r2@KOm8Q?e4q1c`xube`tw;Q;r##u3g+9O{7Wh+?EP=E3=TNv|sbmT9!YIemNF*=lwxAu4 z>D`ouhoBkrTK?=Y`p!$X1YIHeYG3T zqr51+^~IWA?Sa7kXhFOpHJFlfG?q`=9WFkuR^&1c7M+Pi17-HEsrnbo;TX$#kX7$Z z(2a=X3AuuRY$=Xo^S9C!=ky1NQ6*xaTi_{DDI9H9sSO@q3_fLZ2^JRCpT*>4eA;oy zCDt@g>3ne(Xdbf#)(r_+oc4b)_<-BbA8bWrTkOW_D?sTOzme>h>GWuDXCoy*7xKp8J!uz`2bS zbl4ZZRfD$YDBIV%7m;2X;R}@6jY|T%tHxKVO&c5J(|arXw8eZ{+d;NKDuOodk=ct| zEyg*{w@?RGjtkCBP}z2EYZGj^t6H7e*8=?B0R<*m5zCtL^3UHVWX^cyJ3;e5>9o?@ zhfmfp1F|vZ&ia$Y^^};HS8kfs{rwWf2g>zQ=xiGxaGR}eoD;kPxwCX7K(XBKZt7zt zIU~Ztm>W-TTSn1{HMrh`3}bEsoDHsum~BE0og$3}1d?>?eq**=*<6!6T0jxV=*fiV z@-Z2Yk`B0#KuR`efi?pSC-1Y{jZU}--4fbuFj2b`)L}npSw64p%0ncKfNSzq|E+1p zTF)Cqk2U&>U3s*BpEhWd9ovokNZgdm?c7{dHBr1LCnv|zBfJB%SW-))&N`#4Om1q< zR)5731$JJF7&T^RXGcB*W|1r_E*?{ zA-pwZ{kC1Dp81LftYSNKK8Ae`CzFmFMu0R|MY@qPY*=26o-L02ImzjJ4&$kXEQjLKpc z>IxcyIeLTaXt1_P*J!+VNKf&n&bLQN_t7AKXaY}xCJ&fIZZ-4p_*2}%Qcn<%4?i)* zy02E**Orr$OAi3a1iIrMi2TklpZ(XtAp5aMhP8z3lvbl*JcXY;a5#x=n4l3be7Aqq z1MYvNQuJLihn-X~tJ#%*l44b7oy{7FCIClvD|k#7_1T=t8bCXE3!b9ibF>D#t%&Pb zmP}xE-&t-34qwAKu341)1NMN0wnc#_)%B!vpkI{i_YR4{`G$#D+%@fo593{Hdk6%1 zVABG@IFMRl&%6aKOTOgl)NvTSOtatdIc$3(2+n;T>XnVasOZ3$60p06H>SxMy?}V5 zXAASudVf#z>Am1nqbUv)mD-_$X%W&5wqAgsMs|2OnaxS+@b0`!62 z-pF|;u!1fMbXfZYluFe5K=)uj2u^qpI2%as54xJYK%NBDH0HSc!`+h}!xG2fAcd!RL{eeT1<1D1;gfLar{ zr3d|&=*o!D_~hid8P1it;lm~sIX*s4*Ub9xkpI_jzwZ&|eie_Py)dxUx3jl3(6RXU ztCg-P+6xXgA_k&=zj1TZE4Wx2(97uBU};bE5#0HO{)>T~m4mIGfgO0rCue(6 zd3zmu1Ms`3JPQ%azekA5GXho#!^7{qy!0YgmiFLo5k?~RfA@-f1dNmax=&eF*VI7o z;cjsY@J1XQMBvYVo+f8&r6+G-uSPE?EJCkf;B5b&hY0@XhtPk1h-(mmcaS#FH_;IU zR{=bgfrx{Zfry2fL4$~12)r}++;&79|9NLoTPp`^@LvDE*uQ_!%hM~^>R8%YKYT$w z7kVLidSL@c6Fq}3qJrRs6?Am%z(eHiZ5{ON|1$`7M2sA~y#LdPJ-qaPkC=#wxxIlc zy@)v&5n%&8D}4icDFaI*dt)M2Akqb%_21*|oII!~ExX3>vRSm>D?TfnHKK>mfrR*L z%#$a`w1pyqg&{)Qx#Uy^kn4*M^9~U?c6Pj1ez$t@vZ3^^Xg*Ud|)?G78e5banb+kq~XG8#4?csjB{QCm54^ z+b@^oKgRyHoC!W1Mj5zZr?6MD+HhU8sZMHUQnPL>D96SH1@OtGkSF_w>HixJqI|Z7%M~Q16nClYuW+SgdU+bZd?!REAK5nDj5ie&i%b+UG<#-moSh6m?OL z-XSpidM6qszas=WK&4jNXrNf@$aLVHFdM^K%wa<#A<~>vI&pGP{iCW?`@>>nlm`FO zcc<4VCi-A@bFeehiy4?08QT*v zF)@I3XKrOHZ>^(e@PDo*dO;I=J2?YeAu9`OE6a!7gq>a-EKgf&tB2J>WT<0qXF&gd zy?~fLGB7jzuS;mpV@_UC^xW(2F~sAT8iV(;xT58+Vs4QHhXF@)#RnR_FQ58Lv-Bjg zf<5}{?O>_=sBl*mv%fEt$p!4!6CjI<+ggOSvMTdqzLh{L#TAB8!{l(&5 z^Kby#X`Z9XbfZ zy)LD2lz(7)=Rq3pko2x>EAnDi+#XR2UCrAgF*Ly9nWXo~()?3jq}1FnW|Y2gHYFh7 zxw_)RucGpX74)}yZ1$LI&`q%|xmW6-0!h3xy&ef}*zcCS z+TKpYa_Zf=dBV+u%9ekf32r zRQtOB%?rG5@FN8;kUD6f)`mqy1>v1r5rw42#B@RrfGHvk#F7T4{}?=-PzT~ZT@!$V zfx*1TvEJ;6vk(%LCTttK}#;qz|8&u#+;q)9~i*FsQqbQ@u;g~>pKGmFSv9e zL5Oe9@sBkdLoB;Gq}v`os~k7}kGQy615|)pUokc|G%#!e*me34v_O@Wl>v2;pfDX! z;sE6hV^dRT-wt3H#VZ;a8Ch8!fFS2V!N>f~htlf!-23Os5)ezXNX-I4boPw{aE z;oe2#`9 zKP))#GJukVyQ4$yE8NGL3MqB#eqQml*BsNw%zGiJzWbG0t3t1O^iSHw%eDNYB{%aX z*t7D~Nl`K{>sR}`jC8bakEZy9P7Eznwd{}QhM>ABWc&5QM`n((uiSW2yT@N$MognY z+$-KjwYn_u|H$CuCkV-s;hwES5AkLn>E&3_ku&zPt7P`thD81yD2!V^h%Ne)*}HbB zk#6~OszlH$GS}C4c|W?eMi-Nwq$SW6k&8=mNVpB*XH2dyr-C}?z5Ntxk=o>@m$!)X z*rn^NNM&9F^FW8_JbWjKuVXmqKDX!!CCr$%=b2#;cNMWCmaz-fXo58*ShV=LHvt;%K{bF1}4|80$f5?k(WRW7= zTw3C#Aqz%r5x%quCrV}#!?JB#o)6=S5M=RDOJIy?jbY7rDv ze$VuP&d(#gz@Q-cWdPs{SDLOjzto~B1ZX{8mZFkUG$v9g$R_01!3qOs0)Lp@<)IEO zWN~q^1t3`_U3GtQd?nu+Y2g*;^u@S)RFQqa^i=P(gv&FNHviwhoc`Cg$x?QKY#)D`O zbU%VuIoWesEkreCGsLoQaZlL^CiT(^(!5rq>=k2nW1^gl`SLm+MHLjTw%5+hJ#<~ckoEp&81MjvliTkgXaK#r~?X~uQIzjgoK2skriN|egiT^wN_6aL(lU)m0PVHC&=PSzuUbR_w%$6 zt=lh~>`(eTY!sgwR{VAhk?{yJw>RX^ z1@-UjIKd!Hr@sT!b7XuPQ5kagVUH#Z0rQ2dFu#(INS5U$o`D31`du>B^VCNkd!yYB z(R}Z@LM7Xy4(Ab8Mii}AA|OA4xUg4Yv<%|Ea8AFlrVXu<5UR0XGIVvQbfMA4-gZ&E z$iF?qjqBfwq(qY>K;?Z*rnBYYCtpj^*e@Zj(ji9Ab$<)?10tNRAglg~5a&8Q-=8?2 zAV$&O_8(zOMG1}okKPz9?jWuwm&;g%^t9Zh3_~3mE?{pcmqOlt<1T+?rQ|Xb&QOF;YYf)fyGNOR zB>b{|ZAe0>cU{zvUJZ)W5RrdievSC<*!p)6q35@1EHqYSfYm>p0~kW;K!8FS8RUecm;rfTDhG2DwZ`66}Y&a>D!$4HioLU~);s7F{A zhRZrY#Tpg?bWmWt0#FT+FoPk4ZD&%c+ zXuY|+9AX4AYp?3KcVm{*N}4`@m<>>34hZ~xZNWB44DFt5-&9`$S|^P8t4ZBMuH)lc1Orc1C;=o;5qIMWyJrxW24Am6H+t zEe(NZtl%dx$KH`#+@mMrgf?I&J)@%vmDK+#5pVIIr7ystIs%sdh4;WGTb%B--esbs zk%X5Rb~LOl&!}}W>e;8Gg8(ZA-|SN?8Givy4?o42oQ}E_g-BdtqJ+JZc7X?xo5N>^ zYW=a0jg?QI5<_LYK{vM!vnA#`Q?a3G4v387+Cl4mOJ6KrkNf5dudidQfM>K-3-o_a3WHLq6pZYz9$6Hc&e7mt45~Cz}k2RF2#&$$I@O}$*`sY)q?%JWV@%8b< z!9{1)2aM9tR*T{%zn_ci+BKPdJgK8j@Ds6?`mj{KQWf7v4|C?O%I-cojAHt{)=#qI zugo?Z`IGMQk7F5k)6FUeoVM7hSw{S0RMKRm5z7aoJTxXtRQgz!mRI8&bsjtU*g@1n z@!6eKUvr;Uj4(z;W z{c>W9mjunld6BtES1aKsmL0O;&nz#Nl!)zI@kp^zOm*1ZPps!UvJe@wp&vhf;6J{*a{B^VoSl^* z1Ky3#-+Dj9b6U}CJb&~K^Zzc;8$^)ya^r8dvO7YB?z;oAF?fKTK{@Wm4%VyUdMa4Oxo#!UETxt{O6EtYR>itT8h38E#$KZ?uuLc)4ug;VcIWM zlJ0%}N|khf*Rk!V*mH`$iF@8Iy0xlwXaA|c!z7dVEh|DIp+Ok-wN{DRokPvDfeyD6 zhk3QxuXH?a-C~xiLaER5r`wFlzj}2=J)@nl^~CuW6j}|AE*q)Z)NY?53lO-yk@^_Q z&z+3AY(sBr8w_1ri5~_taSY!iRX=A;@heHVwlI3fsY>3!=sHp_**nXx5`W0!6(c;S z>{T<9CV8r^{JvV;l8~der*by|IM(cJRFqJs7wAW^-{HP~9YhR@$9NTHQ*@}o;o&$Z z*({E*46)S}XqA6U3vXBrsKXxZ1HMoWH~#P0Uw|ir_I~)yuWdcvv@vG%m!s)5{0$P{ zJ+0?tJ3DeXe>ejBFlH>4`I-u+y%tszYWV^q{=2cx_7b7E$YRZWeUOQT|OV&w3;zy`31bvK$ zbV)=1zz*R9#_M4+thK>~)*v?n)86PnoRc?uJMBs{TIN`VQ}T)`uUu}9CWo^rztz); zayP-zy-ETnA8Cnb;U@kbOHBFcWKGZEyA1Jjdt8YU&F%igxdNyARe-kt4e5RRz2hrf zJbda>xFqg;6UCHJ_Tb&et0)Dh_$VwpR4`o)q>Uu(zt=59`*z`dkVMwfmW816OCA9C zvZCqhgH~B?z?Q@nZ13neYW@A05joNkRa{o~HB*!8+4~lQl){(af{cuI6DC0`kv8+M z)Js+x8p+TgKKIK*g2()upg#UtQIW;M3}i60#?ORyM^{(AT-ew{{CVDpW{Q}mNg!0rq!fy&@1Eh7MGG3_lsO7 zHCMCXk!Va)lC*u?VJm%y>UqIYk0Z#Pe4^pKouA)co16mLllfrCE8|Y;nD9l2`_JmX zgz8<>q&`s5&>*&)6L|ghHsMsqQcX>n(O~v4{^rUDo37EP(U>m;N98jUwc zp^B_C^m&cehdZ5epIx>*Hwv(nkodz0X5%DtipuDM(t*9P85;EmG2|s3HAsumFr-Ks zpvP`*TzBE-_;@VB{KG!N^eRzvqLsJv+3Zyti9whj|&oSzP7^iw_>wY-Dfq6MqLL3VDT zNKqYo97I?we)1`Oq`#hgS?bc%J5HmxJd0?g{Z44Y!-<|~NZ+e1)SnZaFX4p$ElARd zBj>Mn+#`{3aJVp2JK|&tCAV72zpcqr9eRgZ@)`>wQ-Y9=uT>^$(7<1x5k2(zh) zrk@j3@s2s!?2S#7RbM-V)z9aLHZGhppoMy4F(xyaC#|pek_X2GxdjHPU}?SrK+&F& zfiCsB@uzus8baCc4zo4ga)FB0>1@6)RZS7^esrw=LNpv)RlCH!tYNV2eo}7n{!Y#?fpt3;)nTON%pPo(ukk{~wURqoN(JA}CQncGB}N=N zAvA1H(>s9J>T3s-SfEGYH62p=jOWUV1;_BOn#?TJQtZ4FsL;SZ4NVA9SH zw2-ukEeLb$dtiAJgy7x}lSwIV7!Stu~r2o+1&oK$u2a zE!ju3_dB|9vt(sc^^4G4D&N-dTyQ)Of$TJ)zB&03G$t;UZ{=>=v?dBcH;rkz1}?QX zKZ~C!FRyr%?&STfx?&&+f@OJYV=m!J??o}+Fm?q9M7q>@2-i+E*;b{)ih?b%x}X8B zm?1%S%5~N&TzWNB+ZZoX9M+0sgp*Vl1=&nO;Exdz5&MXQO`qyU2Dv5RN=mGvoyP(J zmyjU0H%aHo_&iSfo?9y#6BN$Q8P>mgUtgvKMXUdu^#(ir$ks}hBf317my%0@!a(#d zObmpmH1hm@3aOz%mcVxl&tMnWGpgFMFH2P_DcA!f+AO&m8XN0t?a75Vsta{h*SM2k zWm3gz<&pgj4T?5XKPrRlr`dAjTk$!?+vKjGC@YoB`-&X49a|qcYXIEB{aF^O(7$nt zHLl#wL_Fn9K|T8s6g})d${#_1>AAi#S8HX&*W6lB{Ro9SdH;Q^MOE(4jw&|Fid)Ru zq+cn!U9Sp%5}jCIf3qxg*)SFuQ^8))*Hy4FNmLtn7$hRDXs7N7W?i(4gQemAmy@#2 zMn;rBEF#F#_`Dz;KHZ_a)0#}&HvqlCvje0yzc5*6&TQ)ALvShpUqKxm%AC?tjIFni zJT9nrl5=^*7;Jf$raR75x#tB{Fp-&+A0`ICO)87Kggs1 zsWs>C=RiE2y4Kb^%_o$m?mor-9HUB?oaXF#nsZo?!EuY<)Y&Za&cAqgol)HI|{|tXzqPBD7c( zn3L6ZxWHi)-$~-WwF1P3m{Tj^65#-W>xVmF!iEyZF z8t^=%4rub@o&tK2xIu0FZnH^IP6+k!avYjUanot-?~vql*0*9 z0xVqW^!DCz$;~j-Y37khF9y7JNtV{t=}np_`(5$N9tk9Q(-#GhT**E1vz8O$Y?mWyH0wmL*zHS#AsIDt6>e*g2qUuiEM z^^eQR&mt?^-5*=OY~K^pCv3=-3k@>+EAZsU&`-h4Kq}nputn`5c8-`Qm(Nq^$FKJjH$a_We=iYyFWn=A*~rbPgdKEFB#y*pa5okjRoMq61Qli-9T*fClzKly{F_V^F>>`bOw=GfF?BiZIZTvxcdfn)FHy?--Z)1Bcsd!s5{1 ze~zt79n*qx)9aH6T`mD_X}dAV-~Wt`@*iCzP|t0)R};#2U~jt`7dOtX+9RVhPad7lQl~lg;rPa3g@Y4y3_QMZ*g;Ugh_7=a!X~U-0 z@>}DmHZq6r>kEltEq8&THh^tdme!(iIF2bb!bn4;%`>66N5^z`n9;(^2(oxt+TnVS z^N%H;JKu38LJ6(Y5GtN|%Ir=j3w%gfdgV0NH-%V>gKk$?kd{?HjCNZvrD9Z|_wH$7 zFd(U|mzvW)3d-0PLExncSkC*y=k6`Zb#qQz#{OB3AITkav=t4J)D~|QpuhB+^mL;{ zMdHY2Wl7sL{{@q};X}SN5o^X2$}zK5fcpq_j3987K%E%HuN2@$PR@}s^ysz$v_*2@ zM*vG6-h{-LpVicofd2y_VH&8VBqecGHdy5n4N*vG&=w%XYpuo7{gTNKpha0-ac+6X zo?1xMN=@r9UL&1V8~IB>a2pO6A;xv0t6f61%9_A8ot-x7+=1(F&Sum^jPN82v*^pi`3;LLBO+g(sWE$ z(}HONyH;($HavxOg?GI{WFWx{`<<(-W`mg<*klk^hbUS*Fh=<32V`##RgN0eT7ExH z7ixF9xZa{DyP+i`%g)NuyJB_>>_KQM+@Hb5quzJn_@+iISRdcyB2D*R?mr|9{nl1Qeg`LV zJaP=;WMZ<*Eo7qS7eS&`VVYbf+Bf<9s#n?QcU_L}!r_=K-)JNs(1klier1l_7!0q^ z!$&}a`$w#sfkaM8DVruGpo1=OWNjOW z?0hwDOiG29o<6R&DSzXI5s+6{G_D=x zn}tZsifu&K4SLEr;8lj8!L=l2e*`dUTJ^q#ho9-yK)&~E*n*-S z-zJA2gIlS`|5E2Xd2w#OlDhN0Nb&Rf5$667-^j{)fERNExOno#PD#et8( zT6B$vLL=`vO0|b^Ej?odUN51ZwT^~N%FBn_q{3$ni_=|uH2x3j-a4qt@Cz5U5fM;P zLAntM=`IP829YjNx?$6409zDk=~O~VX^>`1H`3{*yF1U?{(kq~^T(NUXYQPTE;Ejf zv)TLG@ArQ1TI+e%dY<;W7}qBFB9!MF7n#%GT%tY8K6`lMIUm7P{^HX5;r3A~(5RvB z-9=571y_cVxKmEDVXl`o`gbkgGW8^O%&sk_Cruu4=`f8<=Olgp_9f0` zZEfuk4(PXkM4pQwIHA$`!*Zi942~S8)pK4t!N!x}G zTE4kk1z*D_r?vs6`iKPnl#*y3?Hd$?*MKViD^1=>tm3m#hXoy)vmoIwAuj%K1By8B zABYV|&c@-(;t_+o`4KMSjcB&IvwP*i+(U3`M1KiAC_MW1@L7uM0kag`oCXvSq_^(k z?>|0iLq#!bIe>Tv)m-FIXJ;q)X56}mJU`NG4HVn7tEfw4A>|^sQEFcb{z~aLg)Y4N z@2dD7lCK#Ygd$;>z|DxzutJwr`(9Ub^G1HegSS&?=l8-onwuNL$0~PIfnSOg-?VE$ zUB>d*vP(|Z!C-xv6opw?IIs1~?B3!&W?{j_!HmebH4~}l>bilEKzcfTLN=>@g z|MI3-51r{({ig(V@!n-riig*wPt6z^ zYPhGgj7zrd3R%W>*sML31((G(-cdFLUw>6TwRM#dKl}gTpMi1}dnS&9+CE9DSemkZ z|8nr0D&6&fG#qu`)%CT7>_p1x&}VevK;zk^4pw@0I=WjMIVtRhGxd`!S~1-+KSNVc zFZ3%Ov0R;D@!UK?VTnnKd2M`}p*Ym&$caEHMGzxkjYbzlm;3hLqaS;Eu<+dQ?I^?uz|#WXFuK02lZg#7pFwJ?d(7%ws5 zDz|Y;g?=@aAbWjDPuvKd*m&yqLZMGQ*Bj4w2AT?P zVjZU<&lKXhrmtwrgDd>qqa3y*9Rpvh~S2O&MiH@r*-Q_OSxDD_9i@()GO^l3a z8|CFm2`!=YW^kwghmrp`c9nzO(6!hQ-__(-fw908fB7jh})#=f0^dX2k z;qoZ@_=tYFqHA zcW>CjmweIK)bD;XN?r5&K=qAa33giUrMk=560=i630Hw46VtrN>v7hlclWvTnFp&( zL)vz@=uB45Miydk)r9l58{c)GJ!?awE7wu+8*Dd76KD>`;C4P1s{HozjffWp{>aQN zcy6ZVxiJ4psIsu^y1~Wwy?HEdFNjuFl4~_;Cci!Z?$UwvkCR>6faZDH{Lq`4U7JANB`}M_w-l2j?AWiwGf+_ z%7lweUbuQOH03T)80}}O_=@hgu6$n73!g)L6X@|3xnKV5MzR!bM95xi5FzDgdcK3p zv(QaF67MQR{*PScOt4$|Us0!pe~Qd zGT~)4Yw}!;NBU!`3Hjy@qbI?IfA(^>IIgFh^FTwx)Foe*DC|Ho;=Zw8H`-7nVQZ>< z{26|nN}oGFQ~NeH1MvGGy}*i2H~;b~5*`Ux zfBz5H3I%Y!-(_U(^d_IHCpt5m7T_5h31RTcampM#uzpiqdM@1A5$$Esy}olffPwOF zg`69o;O<=5&*xLX>E2Yg>J%HPpZFmZ&uL^KuaF{hi$qaKS2u?CHC2L|8I6!dw37*je`?&0NEN7;8TvIn!B{jO^8}u$j`lL?vFB!GH zhNQ0`k$++laJ>2(nVP>Z&>a=n@pV+pPlXu2bl5v@thF z>yz<2NJ6TlqZ2TLdQmTS`Ps(as!sA|bPMQzXB&$zSZ<{wfsf&?Io2Gxd*vN6-2Q{> zI$H=Gao^N!{z&Aq0b>?EhoF^vG=_<_g-1jV)4NmsDo?db_?Aeb(oNwtv2vuH{J zN3P-u58XC74dVF=n&h3@Uc4uUMT1M*cG?pw4@pJybsi9Wrb>2WzoPA3scg;Z(15yK z#N1B2aiO`l0+3P?#ndcT?~ilEJTvCzRaxzWIsxXRX)`-AH&Q2}$&Yy1vB^hgTwP7g z**D?ei}q#|6ih ziWx|`6goQkd4qa$UE-~4pNJliM&PL};lHvrf5g&xTAbXE^pdo5byZTrkKFn{LcO}W z9zapuFasVcYXm_;?bNWke=mFc8a|ol^@iQxvlE{F=1N#0PS}~ z;&K)O{uj4DBk}QXLgkaRK5=Nb%Frtj8vo$Jt=BiZ&R!8*1vwS72wcaqp@aMWLK}!j z<9)V^KQeu7aouEtpBH3#_UUMP@LW>ijsz+(?c?FC=G3~frKHbn6ZQK3NW|R5>m1}S z1&LbJRIXn57N>rd2#wy>#ryMt0GG{d>@DeEeP|WXK6HJs?2eC^z45AcHnYrObFuSr znzUK@Iy?kp6iAt>hu^NJAN>rz9(!(Aw1bC@{e*X<=(CE)U7+?829_1Cf_Etx@ zmh}n6-RO0AY37UULh#EA=`LlMJj>Bh%(^@HG%P7{I*2Wq~AZ>p z%JCC@&GkD(p;CqyKh?gtxU@ zpRJvI&#EaJh5S`Es(}Az1Nq|IfefX!{9&X_6Ul?mAX~d-M?J45D*Z|3JNsvwp$?vC zI6Y9P7Pi2vn;RwbN{k_J13X04#FmstECc_02L%4yUi}TQBru>naip)MuO&;@jp2Su z&S6@+i@j;r6DIiysk49*p*9l|qN2KpgOM-}4n~Sbvglx(wGS@yZP(UbsP?O2Y=K#R zwvaKR0zRjuyVZ1Yi2J`$%S$^&sbJcX5(?H^0z#zhTwE`nKL;DPdjoQZFqZa|%VY{r zt28rE`uOuBj51U|s`^vlf zCj8{Ng|h+_VnU>n!oLcrqz$_{rpVJin7g?`OZ&5iWb7MexQ;DX14CE#(kfP~rqktfOmLWsFq^vfqMXU=Y!|#cVN(kkq|z^g zbf?#gQsG7;R8?n zPoQgwh*Y1SDXIZWsrX9P>o9C$AGk(2ogVy054s(g->nhf3cqq4FuY&}WfgXmtn`i! z-%!64E$)lGB7XTcR13BQVosvy^s*K%#R$7I;!2LI`{A~4^* zJoWzHnd8|8Ug?aSpHJQpr{zvH6_ero?8cnA|Dmpzb%DCxWpWNBeS%XcFfrI-T^&>! z4oew;{6vo3-0*O@{da5xbZYLJYI31~M%7vVw;4%)+M(-R8m&~iDJTV&8+8~1cnV+n z+VtKXzl?{67xv^s-}T>=_*l$Z1y^3v(`{-fG8Ka(!#GBlwK z)APPHUB0;2y$R|K?^M6vPu)NGsc4xoemyY~c{z&27M+jt_o-erK7P1E3S;!yh=-UP z-*VI!orLQm&!|4?Mvcu`Zrc4a%2;}Ob2#!@z~^GBq|=6UdvPc8Bc?!|0*)r`g1=c; z3g|MsKH>?;vz&P*`|Uv6UiOZii&FXX-)-{kX@e?SD9}Y4o|poDqE;No;{mydMHc6- z9KKQT za_7Ix8Z8vRB0up!FzJKy-{bvtQ{(H)43&k2;mthKVO>e0!DzAR1}Ce$2jt%9`m2HE zuNpo+nIpdbKXc1(uk7vaqIECVmMg&%pE969Vsk!)1alxp^;m5k5PtYt0b?! z;C-I99RP<*n;bu_bM%UraAN4~t>aey%cjUjmRnf$;YX>RYW~^5E;(|}bLFHa>zjsB zV*o5Xh~Y97Nwxd8wEG;#24fqG51EsxVf*}h_UZ9K{fF48@No_4#_x5<){&^!3Tf$U0Kd zJh|=X=f}pa`OA^9asK{Bi#5%w@N2mSH8#0VR^P%_eoTY)hJ!mjeWzb=6oJt6XI3+6 zbmOaNz7~IjmZcey+&cETMP$ovy-$JyxVWod^vEpdW(hCBMBcJ9xFS5HhrYw8cUh3i#F)d$@q_b*=%<2S_Ifd{x;~w`KYE(!#LsZ;Ml_$q~ z3xf58@^J}T@i2T{u>~2RHNgMWZs@3g-sd|hD@DLji!PsK`mT9(E%fk^K!sCDC1OL5lISA{1n;SyBq zI69NpQ!WLZ6lC|uSKa@50C+m_YxveRK3)B5jp zto^ifr{5Oy(n#;ggwr|mj*hUjS&654H}nu?`l?1Q&i;%t$@x>c&Q)P#Jx>|y&LU7K z!TJ*W)pc?a+9W53Sgpy_JM-C}G)2=U<5?KsPgf`5g7oh=o%9qz!5iBC9{zj>$b!|-$Vks~V7i40$Q{dv5yIlHQdkyej?XnGTF zne<(x+#$5kQ_?`Vy3X72?wa5Y8a`~ue=WNEd2(bV)2}URR5Sq`<%{h<{DFyRU0Z*w ziZGOvx_adD(e7M{CEmXB^R0pH_wFH8ix-}*6BcgY?n2|vmg*g^a)qCSI_b6g;NfeN zHx?;u^`yMla~4IG^785w`YImDthJ-J4%01hxTQ9>4VpgR!^ZYTnk-PIIJkCijT!8X zz9(#xPTS9S@K0-Pr_s*EzqWLpnM2K>ptP{q3lAAf&2hhcFT(;x6RM7vZ|eNrwLFb8 ziR6FuU^2}M!N&1n+aPZX=8t7d1nmXJzkL>7#racu$|5!PEo3iN$(DxCf-NGu7T z5+j$VlEHP|C^qw6T4A+oH;Hc5aU-b$X|iWi+^e#LVhu+>!kY0~Cd?rEM_N*tWcoTg zhN;IMA0jj-2Xnm~+ivGpZK*e7ud9mt1ay+wb)ZL5yZOxpyVmxj?o4Dzy6l+XtuHKe z3wAwb#+`SRjH?uiT9cqNe+(1;_qB|LE1cbm9U}h>_3aD`x)>U!q}$N2v#WS;7tzgt zM+2y4jUVOav(iP8lzagNp~DvR5n0`F8q&e_=eDKsDw705`K=PKOPY&%HlpJm&PByv z&W-b|Pq(li6K;(d#N@o^wia5kI{Z=E9FMQnHt%+5u(z1t`|byU?fPhrQeK(&jjMv9 zV!EQkMw=gt@h}H0Mar#7Hww@@q9Ugg0kksp8BI z?gZlrlS){cZ=0+$Qm^7><2!zey=9QF9}7=eXIqFI#JZ&^O-Oj_4VfBZ`y>rN^MmYgR1yeRdosxQ%g$=%<93X>tYxF_D^Bg z4N5`5V^F0K!79s!Mxcie`9SO*C_Ffuk59UclkD`B9nH;pT*5?kc8yEP=jZ$H>N%|b z$&SFH^t5wrnX>{>pIownG=vT_Pe)|4QCz2rJWggBX&6hqQY8?wM46IoWF3_fE1nBS+cYzf#E{$ z?Ez970nyM&Z)=&&aMeRwVsGSuL>^U#ZeMf8*Ts%e{z~oClX_9)tb>I27u%qp^M(9% z`iBuAE?>Jb8kkjYVhT%}DZBn(5Mviv>U@>5T%yoh>r`FL2m&3V1M#B}0)#(oj><(khh zG4C8p-x9Wf(jqn+ce5zo|aOZ2J1nd4d9nxOlf{p$;^1}}_Kz0M7=Ir=A=cgvr(Y@LT5g*AFi z^=MqEMFy_?Q)2l)t{U-w{0-Lw;LDelm4SghEj|6-ZnY=h4ICUS$JX}tm1QqbFQdo? zwG{pYm^q~`8xf;ahI!?If%|n%^^718lKBUumXF;Hs7;`0&Otm^GoQL3DnBcN6b7hfnTf6|Bv;B7%%bZ>4 z=^i^BhmWxP_!5t|^p*r)X&Y(m`BEXhtfU-^)>we1rsrqiL97?sVXno1UKT=n0o!%l8Kn$>tXo zAhgHp0!lDDw*r#?2+q#WdkkjhCiZd;y4L2HY<=1KShX4H5e(Ul%-EOG`n!zi(FB z!SP*QXLx96$k*2w)UBNsJNLl;s9n7poKMc>cFP63T18Ij7bjJbrzTE;Gc%L90SZF` zuTCdLn0{2=vIv##TDNW2<1y~i{9zUA`M4|IrKY4_JtyT*s+E_MFug0pd;vCJQ6L=%X~0Z=W^Q7LxMC_O z+r}vblJF`Hbocb26HpNRSxl2faF|Wg61kz;U%( z;{Yl~ae%ILOfG|Ogxerki>Ll5hshTfAy9RWAi<`6F4~t#D;{kDEBZj#y$E4%>FT<- z5+liIn$RV3%=`iml=|~|(swlv1wk{bkJ$+ZX<S6vpQtYkc1Cehu=M0 zFJ`vvVA#bMR?k(nn6MbcO#r`pQl*xb+CAequ<~ouY$A zwdM9$Zl)J_wzjrOY=+|B33>%pMikIp0{4SAZ8n;YE2lexHZo5lgY^3hQcBRD=lV3rcasEX- zI;LM)tyDQ$$n;11=FrgMuOHd8nM%)}7>=%s&u&P}yDUU1kq?UZ*F^!<@hxQK8bd|&bi-hT4 znXCyRBg1kp=KFtxd{uVWZOQW44N%2e9)tUz2NGRCxC6t>tMRFzY@ew(Opjyva49QK zD6@ZXa9OAJ-x@vsv-fKPmxs$Lnup=7m{?6k5|4GP2pV=a9|%6Hl4ojQeHNx?i088x zH(~ zVr-P67TfDVVigD-!y=^q^ID_s0->-lME z4dsu{8B$lm22Q{@rg#LT3xpiXyi;hRat9oSOHWQtlr^vvLECRIXROL&u%ckV%G!Fj z+#5E08%8PhOy5%O4t9U3pn0Jt_RYD*znEt{Uzo<06HOLz*iR>Wc5;B3^>a|(}kl=&pCFv z{q$4S4mScFgIG@FasVhi&Ez}S-pSaFOEzv>8B|pq5otO$gizIu+)3Pqi&JPh+@4ox zfw^1x78q7j2q+opzjiGbHD>nH{zzz9TL<->pZB|j;zv~N-wOZ zPF@6aw!`vaj#&##K zhrRRI4~m3x{#O1DmupbY$l5Je93BAE2pC;AT+Kd90O{Ry%QElNUrACsOm8669!`Sf z88BkL`+Xj#Us2DL!Pt|a&;!& zq|-pQqVM$RdDw?$-Qm}$DkUn?b(C~U3y4_D)Ezv~g;2j!4SOg~bQm6Ph!*VUyyzw& zNfUCe!o9<6GRummQ5Y|)a!6P@%ZWWIlei)LW=i7?I$zH{MauanfvB~UmAextqy~Rp z%F)o`d2X;!lZmH4LbSmzEHpaa;dEu>{0K$f(%8u-?Byd)c@VreKT_UmtKJmPd>Yr} zxcVd?Apu`VxN@Ruz}H^f`|NN&eFW4L*3Cmz=ss2%U_%YX*@C3xkr*9(|s5Y7?z>CH|U;DmLp7G%nvTGu&|iq z?h2m5_*bmBsf1R(`5$^tjkp7C^OeoB#>$eC0UE*CxjFY4yXoEKL6G?$s`4l;R$YjW zj)peF!K1JbMI(MVRLIK3%n47$?VMGfeoq&s_3i1T*c7*R$81_XCN3Uc*L|inmO#>6 z)7W@X@61C{s$!;N=&uvd03BW_PM4YH(9UuZrRLn<+f2@GC(RkIIrcI=2)2XfBx*| zk;^?enX#jj(Wfx7tLkCV(zdNZF4+j*wI(Wot|V5L>lZG#Cml9=HiuB9i;DfxDs}6V zQ~kJmKYzm8(HVaTu%W}c;@i)NN+}Y8cNgE#iy&OPd(+4HTgyde31^4X^j(+M9jTB8 zJ;Ggr*=LWt{5dcD(o(OlJeS%ztQ#584z|z}rYgp|w|R1i z7#(pm%YZITzS7xqUyKjskHr=GXGscsF{lP0j@qd~x4Wd{5x7F}hFV5RPV9JB6hC%^ zlT_4Pkbr)*qgw5jB^Zk1 zf>RVwW;y6rP@(&y4a0l2-+R*7e?5| zLy$|~wX(O4xUID1AMFsCcQkzy__7cLwRl%p{6Dc?(NVrD4 zo>8t!z6GU@voIJA5vybBu{LlJ*+{_nrS9;P`9FV_%jTDplcQbcdFU`o4ZTtWwJ$jh z>wT4lX z{havX{M@dIa&X$QZealUPv`p3odTmA2=>c^MrPCgxC3>UZ6zklx)Id(^i_FNcFEwNxotlg@@o>jqxQs2Vi zmhN|Ql%uI6;21i5mR?xX3SGs)_le=z1NG{u>FJzh3Mi(SEjtBF#T8{_>^~1+swA&_ z>Bo+?DddhAucLc2QipCVplVq)Ffri`ZPg%945kaMt*yB{rn`$EcnTgZ7%L_IT4O0G zDHtGyjE;ko^RYp-uBz%E0*`)C?qV)|A5G6C6C0BrgRZk^pZ($Blsjb|+fl_)Or56p z$%f=^a(H7g!Rk*{vxjr_7MYf%f&8Vbn6m?+@5!~WGE#a{Wu5f z1~3GDcDl2(gP8AhG7r=^FVZ`Ovc&z>DU{f*dFBkhP+Ko9dmY*>bZoHw(uBKG`&iP@ z&=4H?3TbS7S7E976S7&{;N|~+{CNYg#rIM$&Jf7LB^Me}Uxn`Qs+v;xDz!+e)|AT1 zF)e@x8r4@%4!8fW|F8310z78sEW5mXSZj5x9AUBsvbW7>_$4vk7-eCzZpx%x2vkaV z82Qp)0i+lM>m3mXKKQHq_}}Z+L*e#A-g$6v0B`k-mIMF-aGn52#Bvs}90-_T&fzJR zq4Mo1i+0fh;1tl;*541M{_Jc=JU^#^fIGl8kSRh#R%kP?`;OVLvb?-JCK^)DnuNZ4 z_YPDZVugp{0B;wt`&$cRmT5+yH3UdtXO)Gm?PUII=~u75E@IQNvf8vpFoNSk?&BxU zEmjNQ3<6VQBs^9J3*Ul`7>7|%@`F>SpBw4%Ma(y-^+3ZdhcUbS!a~7mIHgLCFu8jU z2m>DgRv@bG-yTP+I+$)}a^ib1DPC@zO(t-Lm6BFXt3QkM(hFtV|*D5&}f znMPcBK?4}T&Oe7e8MG6+MrU%~f?3N`Eokg>8Ujher)iEHyvPQS|H$4&fM1XU47ocv zY=L=>B%ES&WMqfK5CBpWostFeB3-g)>NSpwVUZvWSD{aNWwI0Pz@3uU;J#`H zDAG^-m2Ham2B(jp(mp~^uHf>AqTm@kDu?Xbe9n>V4=eFg4?(gXw2px+L$TAB=7wh~6EBX{xk&L`zE>eaE^`*r@rIWeK6X z!D-v$nxZOStwNI+EimURj4I0}={DHau_V0B%8XDAK)c7mSlS=w3LPG6*>*%!?Azk3NQ^&A z*sos#s;`bz0)m2gL}lOXKT8Ce`qk&MZs($=EmmcW^P4}SD{%LzP3Y|F7eRPvLYa{^<9RGw*S`hG`>8aS+`=^xff4K z_wp!MthA4%rqZhR3i4MbC)d6p;mR8Bp?G|)i=KCm~Yo3bu zUH(;MfUJYtgSQR3-jDu`mY~!oo6}OC^01oKNKs2WTyhTMVgji*SWT#698txOBWS;)M+F0E;3QZaUp4<1r23G`n!mt($djA-~n3O z$@uJ&i{nZEvk$7|bsQzjce$ogY0L$h%FL~;`%Q*0#xZ_X;V8d7c5g6&7!5L43IJ@g zD01HsFR$j0AE~#K#?Yw!6U_0rFn{T-n5SoD%S)ggtZZyb)c9av5cCmun&5Wfjsj~m z5DQQp_biCjbh6vK3n24!%X|ACh$G1vUS0S^S*XiT3({IcK}i^{U*}Yy-dv zmXC&J+9U%!WC&cWr$;QOJ};4KodIG1(N!*zxkub`Y_*uwrb;a2AuA}lKkn-6jQn(I zzW?nLJdJ;gDUy<-pgZi~>g81xB)QIISbyc;Z?N`)EA{G^J|T~R2^wsE-Typ~vLLk$ z-n|LfJb<)8FfVBhD~e*(TWbGBT%zXYRvyE&I1=&fgoh47JO|xT_5uJ`vrV8zA5B4r zio1b1Rp?CqdW6CgVf>&;8txbfZg-Zvrg<9Zda#kQO}9LhEbui%0C3ru20o1Y(!y2P zzG2>l0x;*caB8Xn^Cw~PX(oWU|2`0-3={Ttl!i2ZrUharLEV* zi`VJ?bA(=1g7E6v$Mw~m250WGqA}(Gp)4+s!@JaaWYcup?=_vgpLekq$oJHm)8$ON zx3<1~x)i*Zc=(Q#yrjOqo7*qPl;HX7q6r|CZZRzLm}c~R`|=I%<*Y^*_X z>hdB37Escz7`hC@tVDmP8V%lrUqGDwTy^QZrHF^`M>;_U#5&+EfM}}R=QQmMY>tJC zaDQQ~TFl~o?)|66`()NGW`NY7Z_s0qBF$jve3U!iB=)D5k->VW2R(rGpoa1-SmdJv zB^>{6_QiXu#4WEsKG=L=uzp*_=yp4rk&!XB>f5((NIWuG%!XbMRpmwG@K=`Sl;`bV zrzrR^zX4|7aJTc)(v0EI$84?cu40!WpCg6d`ke>hX$H#B-?fD`0!;v9N_XxVN{rb7tW|e2#HC#Lk5^mw)yQ zGb@#<6|B|~!zq1V3!Gn041#7L7lJuEqfN+ZZc>N{v9PQ{d>=T1hY^Gi>i|tnRn*mu z?}N#{-A*(R5rFE4NPYeGts~YLpH2hJaf^zJhaa`wpXFP4S`mSoZJLM1s!QEqWNppIhPX zU1*@fe=RZ9oF`*J=eeqC2UD2b&GlHY3+3d-1VmYF9UXAl znzvGC0XH!Ru!~mC;&7rZ($LU|i?>2RS((FpIH@J=P^`=A*NTQ_pj;1Q-ExP9<1fyP zNK2agR2fZz%aABYO1koU8t+|NKf>x-b+l=Vg+d8U*9%&lv7}DmW0glZI%1ItgP{KT z_rAsPk2xK!#%dl)`Id?jvg)!uUP>^)3MA$4?Tgs3lD*HW`~CKdIiNpZf>%IT2)7CH z7n9ASXTQiHG93EI%LnS>%D9)#+6_nAh^s#o! zHFcq19dgWlCOXV+K3jKcS`HBONh+J3G%DC76)`-1rpg*#+#_}PheIbYzR0pD`?vNM z>_Ml;me!*;zMz^;`Sp3p^zmT+t+GYs4zqCPJwn3cz-)5ZMrp`~qVJ0qcu{FHABJyq zMVty(o`!z6((eOjHQ`KvDJ@^}&_QY$D+;Tc#ogB0O3N0v1(0n;Zb$4_;|j1C8_-fp z6bjwR+V715k(o>x$-JyAPCwAP1r!Va3kvoj_q|cpE8tjC;=DQn#kv~>0VY7 zv068C$>Eu;qf| zr?iYoxTouUr|3x5`bcrx3&>pkSBdw1s@`PHut+w6S!6LU~1x~ilOjSK|0S`7LQ!W zOt$F3A%r9a87S4P{Tyy`iw+Kq)C^vSEM)iTuW)~#L4UC$ro!0`2$5Acx+hJd92t=q zLDI%9@Xa7W?tX3RV(1{2j3% z5en5z`fpO)&A)Y*=LL4jE0!ff-K{7@c9tfex>&(p?<|KB$GHOysPQlFLu0SKVbg*{ zR$&df8b7F{Pp24=qm4&D%sovKbadV71WJFUvbH=sBJs;yneuA@3njgq=m_E)- zNkJ!I`C>AXiO1d!uIL2L0Rh~O$Jq!u3ccdaoNTwOX+cZ8B&UV*r_S@h1S{;sau|O+ z0jE08!y5A=5;C&!o}Lt?^VOkzn&%|AG{`o;z|N0={GO2(cI2D^+#}^A5^O#aiSe7t z&+j4b^P4g4D0Q#{$oLZ>C$F&ZIKPIiy2pAyfc8QT2f*b?%x=7#{}cPVG0;BU-c1i; z5n`Z}`d?W4ltikpqGyvsBdR^0$aq}gWTSJeGo3SZgdcox23FBeo%S3FPs)4zjQGQ) zApiR6VlX*;T;y}gfb5FlY^wYPkWw7|L(FmB$8ru;r{$9;Z)2Fw2c?Q^#jHhb({h@M zJIcSr+*@K){F0Ec8j5sca}VC+G62p~Qxg~kcSMSz+3PrEOhWwczRDGq4CFg;ma)6U zbRLZ#84O3RE|Ritwx?n?+;&oA))Bl;^CrJ{C{ND~3?)*pwmS3d9k9Rqwa z0owCJC}B&ihQCTbCG6pu$sM=1T(%#4EA2IBxBBq;ULF6SE2? zEj-7o0SIiOE4v9|dGg@F%HxKSj)U{zt>w8Ajr7WrA4jE@ubc(~FHc+J>^b6reBVzQ z1C!dQU{P<*y>1{2XV1YZikG)h@3P_0krG~1k(Jl#)+=cG@wh%1H#%?|UA#|Zy8i~6 zO#9=ya-&!P0aj4>oZB?8E(<0(om=6k_qL_x`?)gz-Qt``(|Z|OS&$`^#xqF=eMuel zzxe1!56o0-Q_k01p7Hn+U>?8yGU8VIZA#O zT!6IO2D7yY9w7}DXLS2ve|y_6Xt>>ShSQo3sP=xAnM2EdpX+0vN*HnB~m-h&GukmQwBr2E|XqB zIPmGEe*IeSq;rNi0EYG4$76p_RVs4*qUZT#k*yg526UZKGZiw3;pPKze?Bfl+AEDA zRJZtv*&h8>@%={q;pJruV)MJUDj(R2u0NY*d-t(5S+|6e5^H_vLym*Wlk#$dF55lZ zlLTY6)mN9}bh`ElUKxSndX~jHa{ZBdPS^khmHvSNlVa`g@bLb+Ps63?_4QN+JE9Wk~{U(g6z42oa0C7}bNUsHnILgLA}txA;ln)QpS|=Z_aUoAu## zso{2MHmLDQo3y;`P?lXXzqrWgSHOyta+{tRW1c5v%}XhI7_863%PVIHb%se4FfG`n z?tr8R1se}6*A>UbSV31D; zf`WuXZ)pwlhP5>z=kn*ghvil*I!kNJnF^-$Gh_R@V!!ui~eFItfst7SrtjFv6-QKLe(SK5!(TEb;$!dW3ii)@fc?4l41U}X%U_Kyk z(h6}fbYQmAvb&_eRd~J1iDhQvP_x+LOT#OB1R~Byb$on0VyUXCs$9Xw8TuL^1=zO5 zY^|4WvDSE^Cxcw5TS25}d5voPLhS54Q$%T-p`o{<9EmV5(KdAay1n zm`0f-{_$+-Dx9 z3Xx~V#GY;NN1xTHb4-Yb>nJk!sbn3+!VY|All6wxbc>hN|EKv&gwb4ZCM|Zx15Yr}ez*nDx16vw}{BZ=%~&O$mPw4B4+H|#KP_rCnXuYd`VgS ztp!ss_rA2V+kh;7AkQH0seu=!w<#(|L_`ESUZ4-S8Ty5d!veMmk?su@;Hla9^AaY> zzmUzm*`NZu_b-L1gRA?jVlJt3yFt#m^%`$)XQOH(CszFJTeoWYEzHcCQ)6kxwwo<- zH;!&EZrgGS&4r-8DdnE)%@G&Va&_5uo`%->9manIMAM-dpzKgNIQbjs^!4?jjcBeO zHmRHg7)|d&9lfIs5wzUK!ENR^!~8M*b|p;!=feCc-7B}7Dr{x zhW`miEWf91dGqE1>*2vBP1JYQI=99T@-((KHgf{7a!1g!($>#8CYz%&#=RKl>vJke z8IzUQg$DeylJU_ai}XU5hu|vA`c8%c9Km0`e$DHHQ9Pcf!2|{7g4qz%WR*u#3KJh+ zv>Z?%Ws+;&QD45;w*U$S%QL!yD082T>(r~dOCeH~gy5ZNT<`0P=%`K%82h`rzMgUC zD9Yz^P|%zn?EP}z=ijTJlsDOwwSSngLwVr}4vdaw4eu=VGfDGTf?@H|`s!*zT-<11 zpCk%*p0!bQW_})I#MdWXyrnVEz&#`W8M~?3S>t?Bw&pC)?_DHd2Iwp6yf)TS1I8M) zYFG)@c)>!qX=hoK&et+YF@7@{1H;2IHS`P&ZRLdb?y0oE({ZTbw(~swQ=6{MJw57E zGAAnj6Ch&d$fg6tB)w30;a~K3_&wd-waG=)fSBnalAZf1NPU@=WBPd{T*U>ZL5>!* zp!3S#g62sJpk4<@PcVrKJW9~d0p4- zarBV7TT!@#HinSSjtk=I2l6riOLG3nz|Ow3zTR`b;79Z30kd+b;SEI?aWI$5xS)}i zM`AU>Kzu6*6veyJ!CizB(oNKPfObF(EZO#tIday|Pq5K$8f#eq4(FeOWLkK_p&bBK zV^}Sd&q0--(?e6#1X6v6p<9-nk9_ZFO}#-_+uAamQa*hegnmfGjaXxJiPr%1pMeen zASM%L2S)@8b`?)>L|ae33}L>CGnGdLR%GyrpGg&m`-`d7bNGvhgzP0!r ztYz*M+9te#XY1?O)|r$CVDS)iDDP2~Rh#eQq#8>|2ZHJO(ooMz!DVG-&8}{%ezbHu zYYqy;MHsx(*;DRV5p4Q$BJ<(uqYVu&zcKYKY=Ha74u>}Lh4ti0@pFKWm_otXN@@H2 z-@p=0b|B@jN1L-GM~L18i`Q=c!{x_ORixq@sw)^)-?neYbiZMDSv#gbwVPXQZlA)b znPZ-t5|eBrBp{G?0ubL@i!qp0EiW(ca} zoA(X70{}W@axpWPeE$5+tQ44xFrTK=_1BvgJTs5`GAb+Lf!55)_sy@NDyRRby!d2^ zm2r>ym6%o=3=5?50fU>cKn4#+l>4ZyFwLfE=oNhY_|cP|<)@jmt1JFQSXmdN@BYrt zhC3PN`?-1cpTVFO*F|LQf~4>0$K+{=GCEuQ(Yfz~+@7_}-PRW4&3Jr% z#w>MB<{0G)Gx@p!p%hE-ULY_W9Unw>bGBexw^3tVCb#--S$6z?2ywzJXEf0=P zs$^KUpNnXysBA1d$;ikCSD=9c zv#B)yo$=YQ1r$mgYc^(P11&p{Rl@c6xw!p-#W<&^s9(^{i)KG%XODtm>}zX4cSlEe1x$IJGR`Q3 zl~gk>&d$Ao@$vEYLXZu;%?OH!5WYGF;2*#$pyF3KIcL@_AVE)0PhYuub-|gsUdW{g zwkE`I_C+|B#{VG?-x94i+{vJRdUz zEPa>`CkF>1k$2rC`{1Q)Im4sIUOy1p>WXYy!f3h+a}Y3TG(gAiSpPs$hJ}sIPIA}$ zQA=y<;q#qZwcZBQ%{i3xHF@l{Kkif$&LiJs-C1fr zvg4cB_o?m?rs%UKb;1QyWi-zQs`X9i;DP4Qp>z25E(n)C9!a%*uZxE7VS|RR7s-a& zSiktTm`&7DVR_y24p#h5*H!wDt5WPtAX{N6;4P^VzFkQN=KP^RTb)r_C#~!iJO;lPpYa=8Z%i|<=CdYT_Y8RQAx%p7;j_trp zk$W-Z$ z5{TMUU=LgqQA_DjUSpC+D4kCy&fAzt^0@9^s&ZP7cf~n0gPvhK*`j>V`pafptcaxd zDd-S^PowYnFn?}X#Hqj!5F;FFM`c;|K9bQWyJ3^m-!JFqj^np`7dH8jHZ_5`2Ra|} z(fjDzd9!Odvo=w;Z{p&%P%x%MQZnUhR)6veC+uFAPBm!r3qDIb{}Gnj@jYI2Hbo+h z-3MkKZa(VTatdi;!Cvf>os}vwP>Tq?yZsK|X^2qjf>v>a{pYeWC3N@)KV>No=4XRY zju~zShG2}P>BZwm+q#2pyCF@~g62G~@8@c=YHBpl=R8Z#au7#5OZV+640fT{g0Don z#da~uUSM)ci}P?oZe@X^u&^+23_|s34yFk;lqt3ehf&rx7j2m_lu<|@4PI($(R#&4 z4hl+22*244s0-6U`p6W~MyuD|gs7H7Jj<|Zv{QzJ=1}?Z0y+dqBVqSiSaXItVz{`u zhY;;kVfrl9A|%Xg&YI%s6gk@zgM@hrQS`dcn3&|zDSQWf`X?JA25LNx%W%ZvVJdZD zoj$WkzZcDH@6kss9z)NI5pmCKy)o|GzRkSr>+5U$ZA$Ldl_ziSwn2-NWik)am@YP% zc*CbrLUaq&P}3E5fUEdNqjPdH;m$Q5MPsD=&fF1@YL0Rt)$E;R5H;!dglQQO8>?17 zBC7MPtgKFQ40KFCC7>(FGb_Wuh-q!@TGwWZkRe5!*@uH!bGKzUIXPLX+gA02Lqm-X zA@MIL2$Bkw`m#~k2HLYChAh6zF(GZa6XW50_*a*lg4=txf+eM-kjFYy92{z6!GwTr zuTqc~esg$vQaf4~LYr=G6^Llb7uji2MnIq%8== z^Pp=nlZk?oy)=0A5wh0<>lR^wy58IA=%`FtAeD-$-;TFDQ39cWj(K zWBkV+=OaZXGzWhcTuhPqi07HZ%h{&eWS0@_M<-{FA%5<^H@0|woolPfpCk7Gb zO+3Vdz^O*j1201&JW0Z8)UNjXyp8JlQ%+8Gc`rywjnLUUrl38i@x`VnASi1b8n-9P zA3=Y&P7J2*ZI!@+@TR)+HXp^N_!C?I% zH!p7j8`|Z|nR9mCQwoz?EW*XEvw8WRN41~jtU{W0ok9!+p*nAQ>^jcpkX_lu!xxO5 zR$Z;$G3W4Up6$J2ao5z=M!KiR`rEfxmI_h`=~5`04%w$6V9*H2zY+HY)5btM>Qt|2 zu>)X*gdSlzqhaF}P0^+_jN{{DY!V)e17Z?NyJsHgjL+m2+KF!#iB#9t*0!@_@^C-# zyXjEZ1$$G{MXN!t{?#NDp?iBt%XgxfIOs^qO_=sFqzNr0%kcWYROkSRuN~hD%KCB57 zk09e`rmBf7q9O(DHgy(qavj*d1W{#EZCrK-kkehdc=3jMysc-2WR$|p+L~1nl9a;T zROw9O`6YB}pt?GhtV6alcbh#MRaPxXq)PADBJxIz1A1fu%bKd$gh5PqN4#I zIG1~SUS3YFLLhpsonVVNVR6xYBF(Xqy5ICAe*0#e3f$|I507b%QIB_*mzF9jX(%`i67nIOLCqeTAS_ED z2i+w5E)8+?^2UIhh=>TRe^pA2*zVR`XS8FUM&*Onev9OXBzSlkWfHzAI#1XNch_$y z8X6nhv4k$XTjGzPdE^5&teeY&8oRKpygbGpb$vQX9tRs=%t}9nhs%~MudNN!mu4hq z4nUPvR`x}B0=JtHq7@MgB@Pyd20wi&D=BHy+)qP&C>$B&?K$r4oa}iUx+HVd6k!NY zm+m~1M^z;%du12-Yarxl-}ZZquiASTLei|<+|`v8djx~aLf^BwwejjfitVTgS18|e z-A)O0T+bu~4OA1EvP&u4+(D9C^Q@yGt1ivOdt33WWz@9gIr zI*^*JC)XLE=-&U|{P`4qe(6RzZrESPyMvtnpYz>ibd3$^Wpoj!(d>-yOF4QuLpy5+ zgubC27Z<&tv%RpqJq&7xzYEK=kh1)KhOj)tQ&RX3p3TEU|DOr*@QmNH;TfJX!tefl ztN%Q}1P?I%e&z26*x5_UiO90z&i(hR*i?z7^lUKluOsA*x9VUr*A|z*Lvd+F2dmr+w| z=BJvZFs&ZO&|BHt!Ds*b{=x`r2OIe4-(&B8|ASthUIC$NWoLt09(@;je)<17*dE?l zL08WXo+59LaL~8^cM0v_E25^=8(JAy>zQGq|NGv*|BAXOQww`T1icVy^1XnezO{iN zy@a8avAqc?8#~kgI^@1fNmBa9^P9E89bS<$bh#s($5W*g0)p2RNH=9~T~}=Qk}CC1 zKo32gHsWlrJMYf)KV-=rulSR9S5|6VtcPd(%Ga~|NY|Bn*?+!DSp9UFIyEda%sz=Z}(Sm8#mfjA5oQRZV+3Ps85d3j;3YaOlX)la<3?!M5`=C zi?ezzX7DH$jX6pNw*--xw)crWn(cOrh5n|1m&DS_$8FtLaxco?jBMBhDrdYG5*H`a zmRsJTnjrRO;FCX?Xb9a|yvA_{{{xeE;9g7o{!@`xj3#7L=G6|}dzJe7#P=OLWea1x zmyZe~Z2~?gkH@B5_m^!a?|L+W?ffR>bpBJoNp~slg&lis8~a&8!)Lp{zqr=I6cq#MXC`JWZzaq&^*ziNntRCOQITC^n*StcdaX8_>UnA6 zyMemPV(8q80xGMG;n(~VTQBsvkj4j&+oXIaZ~a=V7)?DEyd%$5^!C1*$CW&$GXCl_ z?d2?eUxKDO`u_9t)V{~BXhH&quNwIb(DX{N8(GANt-ULd5=HNPbK*S5D)2~CaXqg- zhn?-c73~mR2D+HGigug!**y8(Bl05gxVs0AS)|FMS+BItW2xPJ_==Y@_l;9yZLA8H zRB!?(7!>?Oc57B8V!H0Lpt~j@r10fKpNr$YJ8FCP={^3Hw`}hS9|tbRptozkIsfH& z_Y=8x*c3XWE3HA8+?k~c-y^l)*Q(N3_#Uq!W^E)w7S({oEvMvao9PwmUj8DNfSCEA z%lQXyc9CNdT8qaH&lnO7)qJx$5v$VQI<_v$612n;8uitZy~%&kgt)zTQ6{B7$;$AV z45zzlQiA4!&$p7Gj=J9UYZteri>=idi%)WCt&JmV*!Z{A-kQjarrjsjF4)NBMt`8S zahJNXC39Mi*V!ba@g(W)!=6WXt+&|+_XN-96O$t_A1@IGT)BB}>F^azLTLQ4=>r#W z9r5Ax1wx9>Pp=Hr&Zi)zFk*O`TNfd2o?mN5iD2sCDe`D29*5-d4vfsz| zKQ@V89)=OR*ckq659pOm4dAS?v$N8R7@8WJ*psp|vVk42utvz+=;|B(&%;g6XKHUJ zV~F6lwzRRfLYc;A^rB!c5H{ARvrB5EYhh>je{-A}n3-7FS^w7)y)u5?8FT-vb<<4o zN$H!1j<*YiEaueSR|!^{Nt(*O&sOpuRtvs)TT!kwl}|le&W%DdNWdUT;PQ*d{wjK+ z5Bn{O)_z{fB!GQ!2h{j^L4Z8oUH-9y86i%kRR4(LVvss<1&`GW^} zldscsryvgpt}&z=A1j$br|!Xn)i;TPJ1{+Jti9b7lw1I%a{z+}cuqE&0D0yPED;#b z0ma$2U1LJDBw{=~Ct!6$H4*@Nms2F77!3hCc&`~Ms?E(5TwH_>r_ZjUspzI20Ly4^ zZQP$FmdO}v*l}yNJ=>wIu<$#mjsSoiSlqiSzW08wP&8l)iSFK=o0-uEsG6>BA4FN8 zJBok*J_`^KUAE@|p%BAt+Fw5DxxBva1?}sMV+NKwjFg`>E(1VY>h88e0Vn6@p{c>j z%=}rqo=0eDqLx#P0MiR_ivkBtUR40!vV}SjfT!|R3iW`yb1;ERtEOW)wERKRdAo~^ z_jsik!u$D!1>RjIe$>}WeIcUvrmDDjJ0rn!tjtn9jOqQz*RQFTg^who@7=ris|Q-R zUC}I^BO`e2r#O`mvfsRazY?ml00t~G9k?QxE4BlD-zi=oJH3;&dAR{P3SOJdco!~Q z$PU%*&`^JZgb^x}9{b~N>$Set)`OY1J{eh9d?*D>UP@HdeI;THh1_C)e{tX?-tM^r zV2N9@K79Lt10v@2bZ_}^Kl3L(i&=;m zMMcBl0&s9jfJgJS7(Ox!xWeCyxw*Kk#;bg)q$DH+?yZkkc1>p|V- zPJnkA_P;Y(0DA|7n=yb(fHcU(6aiu393jvhfgADTEf$fPfq?>iS(w0JIZ<;6Bd+Nx zgOc?i<&=_=TCdrbD%OLeppwwg&;ZgKC2m08-6#MiA|X5C;e!X>3puFO3>E;?KJaet zvsn?Me}}2+OaA8qi`ibdKyS5!I2OvafET!#Yo({h2xJ$isVlPc&QqBno&YVU5PsY8 z92)!+^w7P>BJ{lSceH{0kl)t(t+Jo*Y2+U@uvXl`KKq2T6YMa|d3& zdzTl+`{)o9< zcR()fS)hodvSn2VXVYd9_}oBooDRqanRW4>@)}U0suC*ylR2YdZFGk+=ix` zhohgaY90jt-eWOj^-v)O8yc7WdEs0+e8?;2g}t0?10IgbCLHpiaPcF!0sFdco#k2NDM$!p+cnC!hzM z2iahnSa_BFl6O4_e3P$KgLz37#F*t)y3u+O)@S)g`8r5g!pVUm<9;G7YR^6BSA!)1 zyQKjamXlw1)IpP{-Zogoo@5Ikb@wDSH%0!26wLMCu43CKLJrTN>(@_RD3V0nZB01-~Biewpe%=poNWcbo z0E89l`JS^>BHCVF=b&g%V$wG~7opw41}#3`)S*osLY@+^m68)l{8z)uvWJ4Zz{LTr zJ4-1SU#(UyO$?SpWdUkkByeQFR(C(fB_>{*o@NB7IJB+wD!{6M%zIBy4?U3Erk4Hi zu|d6M6}8QdZ`aYho$&`70vopt;h6Jgi#TW6c3Hr!jx9)?60cl}&MM9%jrA!R*{gCt zWkR)6pa?;Q0>y`t&%k<&l3~C$-38O{zB{B0C<~z+@(_S49Y*E`Du9V(WnjpHF9?mR z-hOxgn= z5kNn>ca;>js_SxYIZzu8+6Z!|Ez973fHzKsAJ2pqow2bDBqSv#-M1y}tATA2h;jDB zn5X%%4rxF`x{I3|Z@xNcm)x=-Ivd=1ALhT{w!9Jlb$IGDYw0dE-e}c=b8BPnoq$kp zjkGd4Xnip;Z3nB0NDB=24BeVV(XoKCl0CFMoC{xC8x91cm%|QJXMpx6 zM`B{4Z$4!pT6a8mHH;DDx(*Z0wDFo)^#lkRYmSgPDxvUvEo$R?7pp%*oHUb0ys(Hkt%qd_134*N z?kAhwU+uRwtcdm|!2L(cy?*_grIxOvX^p5BMz=YD(zIm0|JFvxluuJ9-o1O7OAfN} zu5t}mH`wEGWaxV)Q(w|HI%ZM&fC+)_UYLs?uPg2~qm>3AjAe6Z*8+qwbHFztKkzE~ zN?$uPt%U}7<`0qAm>>!oIz(z#*}EJZA^`#c(9Z1bA=x&-Q!ABnM3c}w1r{ni1NPfF z#JHa4r~8cSt$@4S-R|L42aL_VdxJU3>#OCHLPlKf+=Z`z4NG+nj`-ok9TG5e2b&<9 zFkSJ_oeS}VHzMTY71*qs>o8(o?oy8wJ|>O_Dp6Y!0h`sYMRiz)r#0M9M|6~$=`gI_ zB=Z9sH(a6HimC4F!N~I=T8qeMsu=hFeLtskWQQ#3pSt-z9xRTzkt(SEQ!Pgai1PEJ zv^9an^=Y53YFhVEW9rK&=<^)GB0=omF8Tu3LKd7_yC@kw{l|>YG+18<@$subf@H`+ z2O_0oIHf$Z98X6zRn*j`b+7#b-kil~!4yOOr8^Lu0jvR@_wCy^2&;C3mK(sYeM{i2 z2U7{Y`^&8_U`iBN0_T367MS!sP|P8puRoaf4^h^p7j?k@=1byf0znwqcIb^IJhPn+ z&dEONdKaSn@{8-VjnTJA28gyfU3aLI@-@6_ame+UWHCl*XDXX9cDPPiY09wfV8%&p`vb@ZL6zJO8L(~EB?E~|n{ajBT9lMQ?IBqxG(2Icr z @bA~pC(mGpL%!aaoy;E9N=GnG8RG5R3T=Mf1g)4yI zdJ{DgrMa0Kfitx3rWXdDFDEZQ(E96?N>o0zmKF0JFwYfJZV>mC7#aJ! zyRm%lW}EZUsh8d0Twqiua1+eN-hvdj#*784D*YVW#LaHb^~9kMlQ}&QU*wJp-5qSOqzR-18h><4|uU zSxIR)7eepqcKXG^J3`1HG{>{}1u{8^t*mVN_LR#7yGARhTr8iFshVFh>I^q~i;jhbvLWC({r({a z@GPie7V=Z=#?IUci;S!=?8IeaD#p`xzg4>O>z56T){rp!$d0?047BS^`HaBe;Jz?w z`Mvc?uk%Bu?CWS0)@Ek!$-N;v@H$>CcgD`#mpYJ{A-IZ(|K_6g@aOwVKOnaJ=I|UH z(x|)S&_LDs3d|O~u5`>MQn8q;IF+^&ME`x zk~A>o9&Y=j=P@lid*$GqhC;oq%sds<1my0Hi@h%#dIsRYOy{a2-5}iCi~?~N1h~{3 zg)B&7ZUV$9L;SMf1{M~N)(x*O@x_BwCQJYq`{3=|avR8X>r+!nM{ypzRM%F(zyl8y zl+=&`_$<*p9vmE%vp)#1TY^zqRa!7V8**nIOH>dZch87q_qoa{$l&sx9n9pGPc+)T zfW%%nknnKkBQJpad6t-(l$3FQ-+GhZi;P(6PHj-i{|9tUpj`>kk_n_h@$p))28ttm z0yNY7Z)zbSxQz7JS?n{hfMopqWPul!88BxRuGdGUj}8vpA?|YqJE;%DNBuPDceB&d z(#TvbEiCYvO=L>V6z%M`fu*F6V_#~9Gi1qsYn#f3pT7x$Y_M5+drv9}PlyJn(qlkS zM2CHG1Flv7nLCV!zXysWGxaLraKm)_^^w_#%mnn^Ye z4yeJ0urF>kaJ%iHlr&zyMh&F!I$EN1b2|o=6_nU3ye-us#DO{yk+HF#wJsXH0)|ym z0xG%XiwC{S`g*S{WlXnwD}tyo<>eEu7^k1B965wu>_Jq1C*?B?Po>eZu+XS>T!olF zCvQ`3emy}?Y#b11K;bR``<}u!;j9k=&2TQbKfS)I1CcNF`pvMl-ZWkQOpNP8F+-#B>}(0b z3D7#DAwEg`k;+5(S9{k;dTUb)C8YyGK&bOBBfJTo2JiI436Qsh_fd)-0|R%e{pC3M zOOC*b-7G<|PVxXS5%C>)fd1edc=`1wTNpz3pX&T`kzmqW7R;lsn6N3twysb=8>QAY zl1;$YMz0GjZFbWKa|lP&c_x6Zfbc6juD75r8Y)VJ+zlwopcHe%_bTtW`n$hwmf(Ur z&mHv35cc-5uuGtL#Rl4@504;S@2!PJz~)%yWM{umKMeIJ79icdsj98@5D{s6t;JH~ z0I)}f4oD=S+{VP^32J>%r@7Y*7Ai%f#`%`r9Ql5^3f3_0RWz`uUl31s+Vmjd2JGq@ z*nrcMlb~v8Tckf2;lFr{2U!!!qoFBjn`?YbfR#w8YHDoUVCCmXPfH7TVZ2`VPSX&M zq)B00TN}u`2?u&(KN9*fBOZ{F7;%*(2Zej6%5{hZEb zr3i7SM`&dnrZ@lg(Q(XwT_`F1uYa=|l$d&d+qI!r3WvhsgZ^+bqOV7h9pDw4mGA<7 z?{vEHD4bDb>I(}8!{7eWzvcI9BGx3(Egbqu|IgPhtNO1t`v0spDyaHDo8;ekl;>s^t}+T+Llq^d-+p>GB6#U^aza`E^rVjw zat$HY4-HOiR-)s~7h8Cnq&1}_M0(o0X`UBG3`Byhx&4O;QudKVzqU2_xn@Rrn)kbl z)yC1xx)qOMF|Ykd*0po<>$0LzRC`2kac<>R4QUM0Iy^$I#iE8!Z{t zw2ixepCZGmGq0r+erSXf-c-5#w{MLmfv%$AXr&8l62i;pmdnxax|uZp$?AXvG5)RP zQf}SEaYrs^)ZAul(U7Qk!5>EY?o(A$VBj$9ip6_?#iH(x~Jh%yO_)@(YugT8qAus?Qy4OiiU z{nxIq-+rDT4h0JS^6_)r)U$XvEony9`yUtU=X+Si*Wyl#dUJikkC(McP8%r}^V?u7 z$d)VL-&Srb9%s#9mbm`5^{KFpaCKA5r}N_^*8!irTs$}Tl9?5HV{&UsW9nxbkXror z+kGgB?&PE@=%cJRKPU$;2=ci&>n-9wAI%`|3_M9-Q;zGjJ^Ab?r_xc~+ zE$8Hs&*z`sy^(|Kftt(p^U^cZ+K&`VtJ)vze_8(cquSR;AOk0?iDgJ!?=MT=VJb&; zWG!o9wwE_>OFs4@#}5~lYCI(E+QfOA{`}f@YyQ^^gZc3N?KUM!+An{&^6=Kwm+L+4 z^f&yZR8NH4%$=+~XOrpkCr%SDbupXF_$8&t7JUlgvw#JYp#3D=}DMXPMl=!jKTiq{PTFBOQECr z2%3IBDJR9+K zl7jijtX;Ahw-Hkd-8r6F^+`U3pk{$1iK}(S>9BMb#Iq-?M$eO4Cu^!s@bQ9qpoiVT z);LXe#Cg|8vA>xEoG8?RNDeL5=oSk2G5t~Id|`|JlU1z}k?M|mkdumqWBiqg?Y}MZ zgHS#tt*NDDzv23;`|2KpU*$Zu$@i7~v1?Dq+qJtVs-hx;wG&@a2K>eRy6%Z4B^FST zaU1Vvy*qzK$fk}=I`iY;t1UkbMx%qR9Tu*f82rC`DH%J{`p)jxw5xm^Pj;EhP9`1j z!2~ZCtZaB-0rXoyF zyufVzH;-c+1sqq4!7P|byt#yenD&Gw@HW_04MZbQxH>FdotUs7P4qX=*z9gpUGW_*(lgG$O(1)(_6r+si+=TIZ)c2 zYxm8R$C`n+f%8DwP-Em}Fj0rG_Jtv;@=)-6XyZ=v-!6GPH7G{g`9$ob=u*;Y9naWG zLJUb|X^A6AX`i*P*Vm!Z5_ekX(Bi*18fga9u5Qklw|Iuw<;AKq635P=?;q_ylKB|U zgQ4N=oh)~A`)=_W_TP>K_fqOhujj);&>e=9^1n+carrfBU{O zzkS;ECH6@Y43g6J{MWe|N0dm~+;KPeIi|_O#>2MM4}_NPYJXd0VYt@(+0Qk_x15Yt z*(W`hbnl4oyRkiXST$H+Z>H8+Sb8@)XtC-p^|u$dn(S7y@s7Elj6H3=ldg3B^CYt} z%{(FhW8Q9+`;-zwD6b42!YQjt|K-wB92Xhs424F(ORNw|CGZ4zaP~7id2++n2jnl- zsS3!OjqkWA)Hp!HYMq3Fo15q(_3=oW|NEx_dSZgS3GO)11BEu3-dk5>gV7&(JTVU} z``xsKSr^R@adq1o<@B|ZxTkgz{aDRxyc{@$p&{Wh`5wmEIR!&37o{0_VBi%4Fm$0Q z*dWEid~Q(6hYH9;!c_Cvf+Vk0&Pn7%s4V ze#|4X3{5v^t4+4Hf`EK*ZXT>8l)wK|Razzs<$IwkJG!b6bBXM91ZVPOaUu$ti%Wt$ z-VLU$8%YT*Mqrd2#eGxC*KsZ@B;a-4_yrZ?n?2AFK@Ma9wad=)V9FQjufVqa@#Tvy z6!8F5)5tp|4I?jBwhOJ@lVuBhUoh#vf+{GVKD6{xJQXQxpK)^Phe2IfI`-MERx}ir z>BXyn08AlKadDc;ppe|aOYc$WHfYL2=WA$ax51-85ZDU`2l~nz_B}WLh)8!6MK2@~ z$A#^>=?qr$9+a1EKBczZPJzI(`#XX2v>A*#EUWLe*hL3gHu24yI>yGnSR(@iOwb!C zD+5Blq=-lZ#w+^|fq_E%fh4?jAP;?Q2}qYv=49pKI`I>F;c)fJ6}@(-ctUd$O2MJI zxwJxG@)TLnABlyXK!4h{Mn^}dx8BQ(ko;GZI)aQsy%uD>p|%M9@K(lZc-uAW9C zXa4l3#LUzN;25<0%Iz>$k9TDq(g^4g*0l${k?W`B3BWyM;K#5=h10d(un?9|M+KlE zDBeg$GrK_B2b=I&P-Nsg=>X&fXLk6ud(bZk#AiXj3zMDraai`=ONV^{sD(-+Of!SV zrXDv;LzAQzJRBa-$MTFxo&QM(-QR{+MDBG=ezQZE_`-a+BYps6i?K6(=TXUcRH zvMxqM{V|jKo0;p|X};nUCyUzJF0@p2hqv^!juWnwxuP|xn}AR=Y=mrBN@#-+5fTFJ zUyK{%!Iq$30rJEzjOwB3=N#$pkKyngE5J;*4FGRKgL?3ILN1pFz)U3^6J%msn1+8YZAUClf6?~&dx_{%aUDv| z9$ck!&f~NtzH+Rx_?fcUqouC_qk~&Vn<-Fcy_=qSz!6~52gu1fz$F6WgaGuH%gfpJ zko(#%(Kwp`(-s{QgX%v6FGRK6iYSCQbW9%$WL129MzZ8v+uE+NtRa!_W!Jn^KzAOt zG8UoPVCH7N*C|E{>5W0RjN_hHwg^OHH~Tj6XY7fm+49;rE}o-E^#58~%{!*_Iq`1H zDO{5BWP?=2!qlV9IrwN^*vg}x=cu$b?PZKpzg@}B??8j*#-8b@wVUf1iQB>j62a0v z-CCrg%;j4Z*KW%#Uf>%Mmscpb^j`TzKHi)f&zFnd?did9@YPZUg6I^<5U&i_s+VeS zs_{KG4STaw7h_Sh>&7O|%3vR9fM7gdD2L#t*sl9KyWPaX2jhuNHvp)TxXcEFc?uCE za2pID7!aLZUFC*8y;K|rG*`hE!;sT=Jf3W6R5Cq{ zUK9fYO)-pyVjyU2BD4VvXklUD805g< z^=32ay?v>-jLy$aVZ?>UVv;Yoj%qj@uzzE^uThDeLF*SfmY%RzO@*G<_bPb1R&Q#@ zR2|7na~qnPvU{F5N1N2ZCW1vsceyOO3j-INRz_biuyJz6ysfx;|NDQt9?92yj!H^t zd{MGg=M)e1JC1IO%g!`?{Ji2ZIe}9r2jEfVEc5O1u;`aL<@ol)^7LcSsR9%;hyCJn ztCht?k*3C6R*^^j_P|F9?%g`kd zl_z!eBo!Rx|K1N~8wbZ%ImMmY8r+=AX10JMc7Bz_ zB5|_A4UUb|Hw1JHG))-{U6as5DFGr` zce?kZBms6-(6@ngK$Ry}HbEN?hBpiV>;ScwYwORBmJN29uLb2z8sha2@zV}5Ki^H| zMz!W82?{r!iW;zUVOXNxMGuJjbr9FEc zh*R1&i?kOjD<1BvG(tFVT>T-xY`?otabGj8#b)N{d7b%J;Dd+e07|5!ez=c}sglF{ zB7da!MO8^N*OsWyd>MD}(p}$RS!`{jTnOxs81Y#_@2Qf@&XhiHydnAeVr3OI)z1L) zS8m?jt{lREOoc;&0`&q2RS(+5{XlYFli8IVwJAp=9 zQIYFxu&{~NMk|Te&&RKB5FKr7*uW8tzSX;<3%xMOVn#V>Qj7;~8JIA2$8mjvHeAf~ zUAmIYEkH5>Zr2%HP8MnZt}*P30Je$IB14QgY9~8d?=o2`9OijE@ORA5F;hLC0nQP6 zwJ6Oefwxz14gFtmf&hI+SrAiigJ5?r!myNQkOQ5A`3}R_6NeADr;O_N&BQ?p1e7N* zJDF`t?UhXpGimJ|fl(m046`t^(pEn^*ym}2n8%w}sqb7(-OPw|-Cv?%f-p(p!&Ug@ zAR&GZwD!o!$w55t$7F%3hK4(GkQyBwq|H|I9nuqn;^M}&UVA?wC7stu9?4o!RVTm7 zejH8gX+U?ozJT#pXKi88n;gUN52bNt;<|L?#7@{|!#eBSk|0u2m6;+^M z5nY@dU}eGLKp(rawROR2YbYogq7eWsn||>|)AraM8rkioKR+6&e?m)Z`o7S7gzoW< zI|je-LsHV0^Q1f6CHAVhJ#e0v#M4#p3Mxh)ZE6w)CJh5&TlC@WkmS7)4l`MR3Y2y` zZ$_;nZLl%r2br?G$~uRG(>e`6A@IDS;#u8tBR9^i6J(OnmL}d>62H+6^cD>H)env& zIE_t>fiB`@ao0|Dy#`0;Jkx2AJ4HB$5_bCz+&8JN`=zC~ZfpK zL4;`unt$IApiqGn+&C?(1h%eVBhL#BJZEQ%DAwV&Or}a0!^B?+~T{QhBV^X zHRKS4PEDYnzr!s-g3 z-7V?V4OKI~fxhZ6YBBlZ#pBRbZsh4WYXWu7!`Flag0%^?2B|p~YxHN;(w7g>@P&wQ zTZ!~#5`%;>uVG?JiiuTqDop%ZBO6c4x~a(+LU2h-CiXT)IaRS`V-oebr0V&AM zC~^JQBa4KTz2u9FJS{VlFWf!=;6E?|ynu4VtkD0aZ{yi(+}Dm$6!_NU$u2>gl~Su$ z%;GjLRNyF@N~Gsk3D$p8dOOC)?JMx^4H(yGO1^to6}m|2lG z+xsGmbY3RbM``Vfai@O7db%{v15+8)!*^Z9D;S3^p~7~4gy?={o2n%;P(T@ z?k3uF^~vY->$$O4-#ShNZa2s*k8RSP4}LOo(HT=+j-GpEYMd*7&VnuBW)_#{DPbOc zH9f90FnR!L12aR_AY+sHJspht$m%&dN$WYP7lX9pRLzis_YcEkF3D-D z(3O^KSJoXhcW-Q@m=f#e@c_W|ZuC*s^+}dm68pCN3ANrxB^8y$xw%~+CU9-Fk;5I? z0o;x$bH$R1FlDgBqZq)$L69Bqb>`A1JTR`3KEYVXH_Zi2Z@WgO%$A z?Ian%9K$SvJn+PTuLh^gmvJOTtr2}!nAh|iU{Nay*evhOJlVvTt$*Ith~xi-T!9P% zzk;K>VMz7s(^Qkv>+ExZ=hYiX2({h(qHK5lr>2DK=yNeA?&>-p1j}`8^u2*tyXCGh zm?{u%aGQ@Z=5Sm&00tciuO}Da4!=7|-R8?%URq)Y$P{3aBcHee_U_?Br}_{s&?xwT zqCkOqIY<}m!NPgYs5#;LWa2QoK*<59RUhD8pkxAA|9xhTtmQko34m*ac>pcvsxU|7 zBKjBRx09z*9~y=#QTdLILpsFQ7#eYc3iy_~imQIxmBnR3n2uX4g3tVm;ZkI#@kcTY`gVKNQ4z6AFzQGoYC#Q7bdrl9+L zYCjwqV$e@kVKe1jU40A^KN9JdhK9S%c-p>*HXyG2@}e)_@C>{8*bP z)=!)_%q#b5!X5;=nN8(@=^!!)Xi$*@(;M~mvnPLED#q>IEg&9-dDHL55f>?#nbI?) zc`Z7i&>Bg#^5#w~{`h)AZgs|xqLe9Ok6 zEyd|DQ{p6CNn%fdytDqQU!|T|8T8>wBNO~pA6VhQ;sIM43W_KV8wd$NpEn0cc90wu zX17+bzI}KC{D`y7RuWS#i%(X;I7cu^hQ#xLEQ*!-6f!hIVq(u3*%Y!csTQEy1?h)c z%Tt$lfGY|}>s<%y4aVAewR8mZ$*J^M@8}N%2q_^~Lia=d0VI6LktZ;W zA*-e_oekjUt~>%fx@cblxFN<9)cwH0vEnk@!3yUK!M%C&dD=HndHnkB78L!2mLGjV zQFyPjntDM2?f;_dz2mWN-#_3Yky&PuG>mMK5k-`}=Oweu?0IDqiXvoZSGLO@*<_O~ zBO@#Gva&bN;rn|%&+D#7{d3)Qm+SL6&*MDKW4w>|J1;Cn;Eqld5!8S#G{DdT5E#iv z$Z_E$u2U6xK;r=*!uz0JoSxC$-JMiU)Z_7YQRSjxA2RO=U28?CIO}#XDR-uO9{2rZ z`^K5y$e!N91E!*g%^0a1OvEhSUVLk7t0bvp1p?}oAaV@w{F6cyh`0kmIAA{|U{u|N zhm2AZD4iw2Mpv7_z5qxZ`fgfHJV35-a#9cX4KVuX!YHx@SdeSJS+K+glvb4)?dPnf z?==SA2$woxoK&^7vDt-z$+?1)+RKtb_h-=!LRD{`=U=2|tEw-S@caI^p2Fps?VjxH zEZoO_;|k3o<C0bKZAV*|xNz;@WEwo0wFJc{Is=9_EG}VSUD8Ax)E{&&n}=9|O|$8i^q;Z$!qxo$_j$*0r)M+2eF!vD<3FU7)HQgGwwii#fpSx)?(xGZbk0KJpNg$!}(QlFULYr$0kxlUKa-kx2?mnQ}}E)q2syi z4%Yuw&A15ux7-#{ex`l%(uV#)^zWWrdOF=j`>8B+W2yZTDmk4ZJAyVf84Igu{q!%s zpsK8#px|cg*e}!Bd=wbc_zL|Z#D*Eu;<)0vY+EZc>Ra>k2y( zYN8*$RN{V@B)`7&)Pyp^wiPwq$1Q?`YmNMR>#xnVicuNJV4sSx!Y|=-(tcA~S#K|t z{#t_5$>Mhp$y;N#$n?9>LmI;8uuAyHFZ~rQ77M2ZI+1bje`at0>GrKLYc)d2nZP#0 z{R^*LbXbD!r@MlmwQ){=UV@BgPDM}oMntxhQ81fplfRw_jG`?PI`wL@!{jl6Kl2iX_ib8Kj=sHteAVXCN zQ*J_H&U{3VXJD0b|Lc-ina>{Jl+wr4`A&aV>@2lN?Iga-F4J{OcQE6U+^EREcA0J1 z9>4a8-43i)Q&B}(J@>Ts!qB4rjq|q|AZ18A=?kF-VX{tdvw;IEG>}ps$@|qTx_^-ulB;J zc5!P8(R=k><-u5`4Ntba8)Zb*he1DVzFjsx`z?cmA~Q1XcEOvc?htbH6BDB;w@sup zg-e6HH4%Dc&a8hNjY;jskV7y^84{(MnWo4sbocZxo}~^Ki;U3S)Z9qE5+6*9PQl`s zc`><)!mJjsXX7hU&~XWk#$&ksweM`u-$AuQbDeyA_14ma-7mHC(cJVZ6hzh=aYd}? z;xy?<=?re(1^a(|=cNp(0I5*L+YW-kJGI}wx)TOm=)>ldV#vDiLNGYYHA^YEd$h3U zU;h{)#nQ(%8ykIt0($4~?QM~1SEr3O^&9tc9%K1-Pz%K>R6M} zU4^v?fsH}Dv?^9wDS}_Sx7%eW%5UcPtfNfPmQIgP-`@@jsc?FfMBW1yyP?i!hga!l zz&0d?;ITD!ns%GtO``dWwq_P|@o`RHFm}JGZ+n_jokJzNn|YfiTItJE0#;TdH6NG} z(iv9O*b}E8dqK*Ka4EYj+rf~;RgwjgjBN{vHS8eEkuo4?kkbao^m~n;pm&Icqoi2erx{g$q#j0W-sZSevq0Z8whyLnzd+ zh7O~wx1^pR<7O-~7*Bsd)Z=qzqq%#@L0LfoF~`O(a@2m6N-D_K zS7_d4+3Tks|19+@Zdn>sp{n^)&ktJ79{H0NJ4ojjH!+xFi9d7M!~sywd58rcj-q7fq+H z-zlhMLr2_f`9OAd;jkwpTeUgdp?t5QP}B2tOTj>zTF5;K7>GjAnEO*sjljJW=Qy?Y zGRUD(ig*nb#?CAI0MB7OS0 zvHGc{GH0qdH|fTd@Ap1rNH3i$OWQ6Y3$k9{cQjtK>W;)^3g1RB{^P4}GX-p^sJ;D} zK%t{SrT2`ThgCUsAZ+tfjCT)-EmOwA^11+p+^Lq@s+iiZ!;BiFv6~MFnCO=_OktpT zGAJ#U^ZVHLc>aCi=QY!C4ZDN~QvY~v@w^Hi+M=!_b*}(af@mF@f=hE%fnsoRsax|A zCnw%CL`797+S4taoC%TDO*f@d;>1v$cc<;!5&MNcT@9)VwFu`U)6$BqQR0j-b-#zF zUR0VG;bNNV>G$2)9QwaB-{?^Kj;62+{?XWOwH(iv@XAb8YO|7F#meU&TkZ9YQq@}H z)B5UTeUZ%tl zQEbH|Ke7>ARx)uaLf0_=BvkzVRw4Pm zJ$g+u=B5u@IQNs3Wr2}CtI^St@xofz-iSp0fB5T1@I=oj@E{5a)FOYXaj0j+d~K3t z|EXE;%*Ty)BBege|5_&mR{Gtcq!C=AWB&s8w`d5r%949UXrprZo7)8#ZziT?mIV%r zU=g1d{B&F}4ahDm>tL7|`oG+vO_cb%6mlUsf3RANM&RUjQ#C1J(LUWGV?Qcn$Qwpx zh9sRFVmkLb1>9PI%6&9PX<~ZNXG=g)svCX!25n-qiRAP@FYqU$!esBbORrLFrgg|U zqPhi+FEwB4TgC#P5bNm|H>-7TDXoa7mTchm3!y=p}nB1u- z-FK%i@?i~b*FeTy#i)kms`MNS9B!*zdoW~30RU1QBX6tjte90My7%sMqo6sLrG~hf zbI8qNS7uz#K@m0YSC(99@TOqn`%i!~?7j|{>Of>rT{`vf?|Ca|Xj88S^Jg$NF?Li+s|JPsX!bD!AUXFfNMuy4#R#@%V^nCUuS zc!iF=8bN?$qePy$>hFviCBZINGeTmGA4^L^h57vD!y3Vze`V zjC-ucwO{g%Gc@`VFt6)V)=YktpDIdG>vNjf{P%~a8`k#!x#&H*+0J1q-jRmRd`S@` z@#ehd%`ZL%q?d^^iXDaivCfrBs2(vY;*3;y!Xi@1JwMt;O)1vLA&7oowsko|S>{Yd z6a3kic#+P}#^pDrp){{wFM)DhPZGC_%kXU&+@{;8d z&C0t6HiE@zQt74*%l`=4%9CV1;mWhWxEHn2*(coS8w!@$%b=1lf2Fjao%KelmunTb zK=tV-Vx@wlQYWh~c^Z)gk8P*CbDhB?!RHk^Vrw$E^+2mKR4-rpTZX39X6vTk1^UxM zpu@n+BpLfU&2aIyjVCKfE5a2qk?qd);8sP)RG8X;iRKPtGVecph=3BR-zSBvG+xHp z#3J{#gr3x~o+U&4%%v}C(asa5qH)o_I{$d<;l!S~wQpu$&Kb7-es>u?X7un_`-@rJdbHyfX=2xI9Ki*u`?4b&zl<56`i-5W9fPMQuE zT3FJNr-uQ1tU{;(@YvrYzeT(a)zzTTV(mUcnhb(3_vAI}#qe$Sx0H)45INp0j{H%wd+375WMRyyD3eQ^$SVGat*M3GHpL9V zTRM_)d}jEuR2xDGO&bWFJPs)<@7;dDTCMcG?B8KN)s5q9WwX#6)yyqf7h}8nr^ZoF z^hJ;@bJItbqmtlUp{SSD^=kO~>5&MPVtNr4nH0ng1rGK2CLszxD+E97xl})PitAtu z9!THSJk)!9x?A8?QbmES+6qM7?S9Z~FB+#qesfhNs4ILj>{YBS5+$@dCwBVTJc?W* zxX@R0<+bX$UjgfBJ$|GHS%JRf{-HYIRUl z$6cF&aKfr0*}eodwn%+Pptc}8OvP+SjOZWxt;?fkGRYRsf5^VtM*wB$i1g4x`6o2_ zViA-vsyAoZ|LOHDMUwkx5VueAsl!&*5GJKO^1?l zycopQ9Ed^j;Y0^fgXxIA!uD&dr`fW|3*=r=nH)*5PT|h;gCy=6@)Se#3q59+mb*c} zS!=GWB3j8T=wW+z@NrcX@FKAg*cRvhsIy(lM-5~YBBW3b;s)|rx`(!her0hbfIV6C zdznKNdqI+!<)mtmco>C1@S>fiBcP~hf%)f;$V7ejz+*Bql-w1%c2DTX6H}uFef!O- zFOzW3(^v!zQij;1t9M82+nQlx#i`|__c8lzCO_E=k#RGO*U2)k=^00VwD_~STWgQp z`_w(xq04$wG>I1f5bj;y_T|o}y;pt0%i!OqRlo6+?KMa+pT~+5?p5vETVvi+(RF)M zE@%*NyTPL-DCQOy)9&+Z(PS@ISxxM~TRv zL%UMt)0%uovCxZ&1eBLdaoARteA>}+M6<<>D6kx8%1Vz3?!GLvR!FOk$WH&x%)Egm zxmU2i$v{3=EZdut*Ojwq=(rSZR8q*s&N1hVce2)hZC5nP3|Xd8#B(plwv=xdPBWDJ zAT2q(>eiHnU$`mtrdmTSIn!)EuEfyW>xQ&k`VpG(FsgDdbZmaRBK>$!qdGIjeO`Gl zISyZl7r)=1V*dLfKIa(5*FIsYvwu{Z&rPE#12hu*W)QsxD_R|~)Ona!-Kf|zhTn>_ ztj84Gnki0O^h1|L$lBCiVkIH9_c5FAYuKB_cPpzFG$=ay%5q34?VViyqPzV5&)?`I z-OUR30Ts6?F*ig1ObuVux_|byC4$Riv$5#N)L0g)_+- zh^+>RcgWil@mSqNL&0u<=M^PM#z6WYUp?zZ_-ZUxvVjeXrw7cPiJQrQC%+KOI{Ulj%=H|!GN~{u> zyn4>fTR4oa{G_@_5ny2$WmpBgd29|VZ6gBPv7K6-_w0bpbRB4At)IbY3jhtrQN`vM zKBRnpY7diyg@vKNm~Msj1rYbw)V2vYsO;!L+lq&W+}O^+q3MFn+SHW64^Q4@CVga! zUmky@UZz~pWz=_6L>-!llO{|}C1p0;4>v=%_X(8(5n3a~{rs1jYMROy^Kv?hPl{fK zTwqa5y-urYnDqOsWVuW>HLY=ENM+(%Z`?fe2FvHxU?laMWQ@T~*{!3X*jV}OGV3v7 z3HKomwMf6GW7g@Q!BAOIaiX2|?j4X&Ca0zv1Dhq#rroof0gAR8e0)2sHq=?b+Bp6N z)FOfB>ZET7eaNf#9doOyjsTqq0GM*%%!R?A%Q|hI1N?T+p53SdvYI>3yROU1%5J#! zXFdTLqL;qTzeYLLA~WITm>bb5{_w7*_cG&G$AyiA-;QN1k~LWo=7O@)!cTj2`KF1U1CP~YhI_U&~$z($>QAR|EYAunD)!~ zW4SCMUopmI+TDbt)Z;DQ%k(T)3dxdpeaSa}@aJZShJFW@N??5f933xRa2fE;0lySr z(=mr?dH~rhAt&d~rT=Ch=Mk>AzJwI@jpVp{7sTFfTo$0C z!xEcUwR}Lc7ZMg`U}(q+@Kz3dPgl4 z!TPH2nYvOBC)=1?;oel1O$_@M=Wg-Gva-A!pY*X0vJ|mi%k_rj5o$emT`%xqz2v|B zV4pnlA-dS_YOHYV`HRDrpBEKNQ^PtA3#chJ@_)W`bd~QAcu%Xlb~{+*zLP_;?PU~i z-p)KJ4GmE~AiDKHWV9T>M?lEfH4mtpvwgs+IMCHK2jeRl8EC-p&P+@MhlZ|~tyJ!c zbAn+$4j=*YR{eV~MbBzP-O+CZthDev$oW1Om6dI8Zk~f5lCwid^T5+h&}EBd&&LiJ zx+b8tUBBx~NL^;~oxTy>F8;1>o=hK^0dK8SbWx26pRkhHVOyd8FkQ3GIp=}`uY1{g za6GcB6FcWT{e7nN%u6`Wqsy!&NFUqGlfBmJ+vw%6b)ve*@6We&t3R%EC&Fi?XSFGV z1o6oxlxL7PBKC=tUQkFZtdar%t%EXI%OO|qytgJR@q_bV>nKm}}`Xvi{6Rvwl zn1kz#gK47Xq@pW5)A47Kt$_xWOycu`%q7GNSAw@N9(<)U-|;eYj|0i zGf2pSC^azGo>76}pdHqixc%&R?`{Be4GSN00KgWOCMF=kxS^5tHKJCTMYrmzndb>1 zI4v+`2{QxRmn$>h*Re60tmn_4|4s_n#7L>}NFeuN=H~9}?!JUaz{<+Xa<1xV&ul{( zgqQQ2?MVJ(&YYd-X)-c|zSXk8mE5_nyQ_f|^>`V>zL#BK(pynoOXtzgOgEBL1?>*e z55`(Icms)#RqG9JKFMjUl%|lrKCP4LF!SZX5Vx13t2mqG^=&UnMf&t~b3f0w_3D*x z!{g#A0ki=)7k~&}i9O-x21+H&UZH|GXOF}(ZWc(BBg)^%GdmCW{rn7or{MSW1` znN}BU64aV8@8>?TNh#+keLai5&k)S`oRzK7mF%VmLo+}Y?cm_xyXvtS%>e-TaXZ+kOq_>{>eMg$>jTd=PXrzVPz{{d3D6EG zeLvEIl?aXM&U|-deTGYCn{NVY2k4Iqwv)1nV>v z-FrWsRIBAy#j+J#V!M|HkAp*E>EAe-ur#7&>9xQ@E}zYvJDEfPqCMbP#wE`I<;KP6 zb$q9dIYosNIGyLnb%SwUnwqs9wWs$zjRExZkOY7)niYRs|!5!HAh3AbJ@${gK}Rq4n^%NzJU_S|wgx9lF9wz>Vgz8JAwlU#Ek za|9^X5fHxuUt6*DL@f}3QRL<2iC z35heJFlq@CBCxw$|GkYk+t43g6XAZlpJU`&&7PlATCJh|q3oM!f^dZA`p9P@@f1Tr zwnT@rs(Qv=wa^ePORL0Y>ZvJtgO$tK5&lRD#roEQ3rRcr1KzD14=Ue0rWwyj5t92w zERoD~vc2~=AJT&|X|5&gB3wfGdJTRQ6TF0=Q5MH*r2~|3;ITos3P9}f2?@tNY8;4( zbK2V4``pD5ddYB%9*-O5a2UdX^G#Ss(2%0mACTQN# z)yar)0bUx?2$iZOwRxr9^;oYt3U1XTz8C{-1{(&+agE8XdxL3%w>?!zH}v}6nk(EI z_IY1@OmiV`CL@JH@FLxNspCsVnWF}^%0bMF5YRn;{sZQaVRSW1yPVu;LKItEObiHE zWq{O9QWEN`>45)wJ@073Z0!nI!{=BE1Zto|uni-Px>E!-wlLxfv)%o@z4b$9Z-cmK zz`g7JBqcF`LY9l+A#el4^xX)mxeJ6azBD>qP?qa?86~ao=i4Gw22y4tOSR?V%D82Q zN2;sj5`Et0RLOR+`(~e~6J%->winA-Cw9Oc_Z^~S^W10=qMabUXDp?aVtpZrFhh&9 z%n`#xe7R0`sD6`+xWs3Kfc9Roq{&%qv=XlKB@+EjdXlG%Y-}CijpXI!<>azGj*kE< z<(l5u=ymp0DaZdVk9hzL17IFzlyqOeI-Bs7EB4C!u?$rdT&gAI<<++t$%?7APl&xA zIy*V-0w53kIsVIm-ycAg&haWt%>dZ%GZ(NoB0zqb<+AfmL}rI?{{YX$l$-p=ph)1^ z*L}yH2peZCs!Q*YT9c}CYCCrx2fu>C1JtjfZ$IWZ9-!MfW$sq5W}D+U;NHqGM&1wM zwwW1dtgt24RNyQlgRia~A;v)Zz*kxj0z##9e|JUhEv#aXyjyx>$zk9tUWXACb})_zcpPEGiWs*18j2ODEf=2pW;t2( ze(_2}xYMO!&oDTIij%|=+9^1lEaWLJXTS>%3RBgqdkJ^H#BU-m7;)uKo! zzBA+Il2TEbSy~E0`1~>tLTnfmmzI)>ci~vZt6rD`mU}W%(udtJhV|0H#e|vfhWZJu zBJe`exc-Kj+8SVD)U8LCY{I-R1fp2Jz?rUtKx{*}vYE+7Dtpx1tFl4jkHyW+tzfU9 zpdcqlI96Bu40&JKm9!nkTP^!9JQB2-tcT1Ag8cbkzq~QWNpZ)Lp9W0WJC3>xSa4Tb zr{;Fx5)fdmz=KGX3lOUTcYv#_D-d_;>D~MwJoGa-*SZ?UweIlWzwUT3=_mCCyiUqY zY$N)2WJc+Q<+q+av$sxHfBVv?AU_}eZwsE82OnXVIS7R=M#=6B0xu$rW`5mnX`H(@ zL*_$wSTJ(9XT7gr!F9ZMGk}u5$~odJ^GIUiihP5a)uIO&Mbi{LqZGHjw`ZeY?3=S;mphh5DmSY32`S5I;4u-2=h zwyC{ayS5z^Q)?LO8yZ&SJ{1;D3FX&B#J1+2P_z5M}^8g}{6 z;2;4ou4fWXeJL*XAX8&!WAh>7=HgoDLk)=2xSe|?2m%Qnx%?7j%wB-WEdnVPY5~CG zK0qZB<*K|~2YCoJX=%LF+F*_j*N6L>`OYvx^Lzy8iGk-h{+?ZmVjR89hptK&hj$>c z@$)i{meWQ#sSnNN%X71{Fk`nRM-}47!9OAhx`t2d%Bwyv&`wBUK;UVIz09(?E7>(^Ai!wi^mH|Y8K zIhpnzKYus9+AJ9(;%wK=E{~T%r1gu-!aJxhczj$sGN<_!R)F8TcR2Umra$QK-T9SY zJ=?b&bKQPX+`R07Dsc2VKXs;#e)>+m&aCHpm}4XzLf+i(0v|aEIWY-R)P68Ju|8G= zj@@M$mWy8VOQO`MU&XFnfmKz4)t`vx%BteqU@6qpB2rUl0VvA=Bkqun<{@hhK@!M6 zJ9`;G*TNqzt*GZV{^q;CQn~OYTIVu#Ea5WcH4Bq%(KQT)bJ*DW_B)zGZcYri7cSJy zJuHBA*uUxYOis`KL&AsTo@M{3hH{l35%e5-vh4V{w-;c1` zFabMtg63q?GEHXTq#?Oj4 z{Nc`_U0RkV_2spDN;h*Oe z7Tz7zN=-@m7C#8oAupBBq}A0ZKH#@MeBu1Xs_kb2(PMnA+0<-m0 z?%ZKsR}^gUo(f;T&A#C7p6TH^>-U-ZSL@Y6R95)~7P41*A1w!i)g6fW({Qu|Q3M=0 zRnw}$mo#JJl-|d%mT9zWTidO!t`fwF97b%*5R<;#1w1qeS^(rdA~X~;Pk@i_02`$X z9QaSiK;9dsBOnq1(Wwg#v&mUu5fOT#PxbW^)6)ktRGB{tUfvf{r{3!S@uLK8TbMV7 z5;eH3Od44SSo$BN6#ujEu8VcdJuj(Zsm0sFekjc42wb8|SYTWE?`^0l?ZDH(Fl zDHDO4y8rlSTj;l)p&?yD$wuI-ew)&r5hX26!F?s8SKX^`8=syRw4IOBX`?3>^Bt_6 zjqvj4P~BnS7`&K3tD2zc_d4rc0AVL(M2o8>W4!PaO6phL&(a%aBWmBD+;y>DUKoPK zq=naA66;uh*-66~pG1!GS7kLtRl8e>U+-`@^+ZTh(#!kb&B)%OHg~f0)GTyS84?O= zP20x(ZAMq>RsN~=soBKQ+gbuNP#46@Ue_Lo_eYHN`YzHiY-rtnGs0NnAgmCkt*I>P zkC=+X_~_rsn&p7YQmHaoo9r`;)dfu8g%-o)_!ThtahyF^;<{^FW%LWE#bJi{(2tuc zG$f=8SGOP!?2n*MqyAMV$e%)>>(z0ai3!FQ`&(Q6a|YkEqROGH7Z5x$*o7rT2A!i}TGu$i!juu^tgCO7K1Q&i08M!GNcUS9HL0#Z03_ z7Fm~faz17}xQ``Q3E;yZ?L};^V!PNCsyOv_u|X>By6AxXyZlO#O})8BiSMqE=S2sE z1!jjZ_ozGnwnY~%O}O>%fIF|gyl)z_Cu4*E;IcbAYjMfvGM{e~tCL@DX5C2Mof^fm zHDVmhXqtY{BXON<>ETeYKSDQ0?1ig{TnB@qi$p)SQiQxI)0>YGIqNrhdr3NYpQ z_Tia{V68Gy*8`XwfgC|gcfT11Yhyzh<%sj|N8OX@Uy4E0(KcVlgsHlki;wA7Q zD(bD8y}kWcG)!b+02day;I@#|INjM<7*JAHRb7I*M5M0!{OoK~Y9O%S0E32xu5L99 z%K`xa1Y?bm;O0X;hz_Yy;kXJcJ{-;)&+S)WGN#d*BO4(4SE@Ct-5(s6EfyU)h&7{8 z(kdcqx^WuZM#w8v)TkV}oL8Au`~=^el;)ittOr%+5anISz(%U-kLfg4-OB1@5xnSp z=SE^uMTXkL^(oT+5Wkxtww^mI4COwTpmxQJCMf1be|3ZF`Q9$qg)x!kbMHrnlO`p( z7^99fOxw_$M(WW)PrsiTK9LjQcvcIO7+nws!juSzQZJPDpD~zTSs@Zx?oB7LJ_K6q zuR?gbxh*D-R;QoI$KOv+O~qDQ87xTk_QrfVQ<~E+oB?z2pr?XmVrFXU)%ffq2hDG0 z$EcI4z}Fx{QQ-3KB4`k+^}UQm_#6UJ$WvDB7=j-TLB7TDi`}o%DH~#Iwg1M}XHec% z(o7kN%Ig6StPZVyy&j!8+U#bhG&=HT?Q|<{a9C*Rs_$j-i^JF!tBeSn3NFMUHkbS| zZzrQe6Gy05tTdjHE07VN{-T=miS$NDBH6pb>H1_c-46 zIGGT5m{(Gw4*77{H0TZkbI~o~Zt!Kf*Vu6_DfZc}eT5N2*i}$EX#$a{)<|~W0Y|pk z#QBqw*0uX3u&1hoTe>=qrZ$9C)cjM_$Ee{t79uQX z>{xk^hg>MU$5y>7x;F)xo0k>qvxm7pu}8$c+G47GkPvc4-*%m^#gC3INCJ89lT$XQ znic1&;^6O!>ccI~fo$#JA~Rm#>UMD0-q^6uyJbW1`xA`wS8w0GJ=D;ERnj0HQtkKD z6y_*_rGrRRv>}Si7%olj>>J+upsaT`1jb?n(%j*+fKqp6&PGUdv@JjAHZ34F2=pWJ{Sk%FNBI+4m{K z1;<#$I{76wO@hUAEtIRFn7P>5c(_DCew8>nJW3L!d=a?DMm zn&t2p*7w(r&pE8B1y>usY-6}N;oF##0}%rdUjPx5r`pRskf!tV_cz;lx;7|ZG7r2& z>f9g0forFRKRhC0E$hsywe|H0`8-nzm-sUh)sFkR&JNW}=<J4G4Hi+y?NAm-l}(c)h=1JIK(26iOn+okU>rzydLU#%e6x*sA}oe*aKYw zn@)wgsAw{bnnDl3{>2N3G$!$e)+Og4U4hXzhRd3eOvuZ3{`he@N!!CGB!u|Phw}1r zcw-n5g9$n7{rY7M_$#2W^_+&3m4N|!<7a^}(V2J;t{^p73Y#WGrg}HH4w$Z-L!-UQ zKn`1{^>>wFyV#vOe>NXJNA}$dRljv6Er&=Ve%w*AZe#u^i3#Plk>wp((&Vh$+1AYJ zM|Ka3>52C3aS>hOPT~ZimX2rjUlzDplGNhP5t^22ij5r&voPGrEUS1dft*<^(1XhC z10*4mn>`V;D_kl~*U zdd)2?5MALkfG`)fNY8=bvNwYb9EmgTnK;f{i}zf%%nLELFVWC+7Gv=7a&SQM*45h! zWG`nE2=>sJmnwehNCY&fYv)4;Dd#dunY9tU;isdPla}tLpzwl^)2%x4tXcO5yrTTXi*~T{%rm*d(jl8q$Oqq6$N;6JG?h_HI-o9`BSHCyiuh zyB8mH)t|hdm!Y>61`S+Qh6No^bTwl=t5Q3ZsvU{l3mO?H$?nFTm3AHVs zU^Mi_AU*|^$v7xTLf-+XYd{-;(m3@q*@qKt59lvI$T{&89hS9R9Y84%&c$=A zR?kks{YCIjjiIdwGuKT|4mGQeKi|m9HVjM^+wy%{7=a@g+kCGLG24Qno-@WxOw9AbnY&I$4N zYabsCP0b)`0Z7qM;3lBJ_SMK*VCRYu<^Z(Hpxn5CSI~=>c_JMEMN26~#Y?&eFp2g| zm2!;xgTmD-7cb_5=;X&7A0IJ_;2kwmQc`F)o#-k61BZZs0EmTDFYC7!@K@nUflN)4 ztv-bAP#z5WPj~EdaGwpfAG7IaWxTeEUyTAfbCr!WZ#oLfQlb)|kb@2_?x4Hh#+Xe@ z5Q`xTx&8b6`?kjz7rtB<@Fmft(;NKwhX12mBKbXYTKqAMaO8re?ZIxB!r%*B_#PQY zv8Q#b&EWZrfuRcuzrf-al#!7E?F1ODg>ko&$#*A5$ML{3^bN~66bw?O!V_gn@p3BFuaz>%gZYDhe$kf-KNt#mWK|r=-->^{fgu)GwPKz!Gqx z%diBELMXj2slHHi3;ye3?QVv)e^JYzyjHDpss-Kv&vuSSdbZJ|K-b#HyQPWc?khz8 zOc`e9L@1xcjs3oT%Wo%V=Hbt(S*|?I)AO{<9=;p2G?tc*-|4O#8FUaP$?zb!sFgwhD6lUtiaY~=AL$V4wbay`B& z;L9UNPe;|;a_N@s()AWuay5jCs@j)xsb8TL@>-hUk?$;4uj1gt9R|VroOl;@M|t1! zMw)jtN5dNZG{>LSMpKUYxI8qD%&oYb{$AV$^ho7xRGGDa!&{fkc-fCBgWrePhi2UC z7Dd!tM*ZYiZ>OhS>Zg_`KqczeQnGE({ldjY4{wOxL3h%Ih6D`NFWC_<%UnwhMdSWf z!LxzIjY_)Rhz@}!-~ZRzw9j)!W?knw%$pv3)gng$8C~zfm)ok^OJ+|=D(2>pon}$6 zh3Al5@0rwc$ml|KuDhd3c+s7b^s2XftFPa|Zmx5*lvn!naheaS5iO$xh3fyd#F_on zEAusefBd-79A0>3xDH$6zH(CDSeYG{gII}Z(x^N15)SQgdUN@UxlFtbl&F%8AL)`l zZb{;je8trwOV3SqU@6Yp1V`LB1afZQ(^Qia1HXzi)6XRHRxzy`j(` z)e8?u_XyS{`$}&Hc)|+BRzyT;Dm~F=b~lUWMy(5kMofpkd(IYRj}pvNCLfLp!*jEV z`R2Lz>#pLvvK{jGto5fZ6t{;O1@W^Nio2hh3rpF$y|XYDgyWcdo=@^xXzoB6{lYP+ zY9B6TXSq>38bguOYRFZ&4$dH| z^IwED2>kCx?*`@0`T-L{D>GA$`*M<5N+#P>sH9!Xp|lp~eDw?(f8BrT9R~o z=|a^)W|8Hm8xU#+x*cMwMP5`yxJ!qjDSW{M_5cGZ$Gm5GX3t%*Nu;!Hhh@ zZx8Lm;vS*e+>n?o55YvbkU@!@G0lN?q3`Xmv6fS#N2sJOUm5u%>17m`q~g0iI)F56 zKsTxH#05lip%DGJ`F`IX=y4h?1@>B8JnU)h%~=_G$^PQi3SN1_`^}^Z^lOKtd-?qQ z3Tj_pSG`gXeULz0zTEk$>dX+eN=ck#UGe)x%_NvlJsjjJB0Y7p`|dx9lP)L4J!WLu z_U}Ae-w8Nc=;-q<%gAGY==S-01JamyG9MRZYIdw&#m%lZE2dgU7dl$qtm-z%^O!V| zEkY(kQY-bnS@x8T=`VvGu~{=lInO-)Pzd_}2qH3^^7$WDW|r|VagY62?=NYmD7hIx zpd>|L;VoM+=@oiyI`R#L390hB9#Sxh^rQQWE0Hp$sR!nB(hT{+0auSg9}7dV-0#_HKr8cw6CqXf4Q1^9hDh)sV2U+KYixO1c|3aKCg9I{a>$h zC7-`o)Z_*tX;pmSx!c0^&GVXJrct}{!{k-#wUs5Awcny6xn%5~!Q0$r^+F|9nHeOm zy`wJWMPmywAhabcdpu}E{nEk4q70Dg#5)-39gwWxa{$1Hgv{|gjVBHCSARc)Xx!ah za3=R%Kpfj&p{J>3W?-qZiVpP)UgL&Us=B2|;42prbqm`Meeb=>yl=yWc6S#x=|jb3 zUCG`1ZlHt$d!wpS#4Z#_dtb*@YS80rlaw-<{E3}FZbT{83qO~C@w}y)i3y`Q&K#aA zA!X2;H+(=B23HjHI?c_^`?Iyp;6qQ(iv}3ozL*aJF^Dr{QBZ3KP=vKW)tj7Ov?ZK9 z*A(!G|8%-2qXsm_r`(DR9-hRm8X=RA?{oypLYrk>kq~Dk{CIs}yMtau5ygj9XC#Jk zqVN`8&{ui{?;J4Vx;ZIwrc*IW-0CyTA>Qj5-(YQEY(9hfC0Bz5ioz#cgWcUWK$->` znsIFAZDUYKBZV`&6{B%;+y5-n+f!+{& z%>;-krL9ojkfOIJYR+`&;6AWC45jF% zhBRzVo9QcO(VJnGH{>%!Sw?`4_Gx%-H%v5)9HWAN?7N65|lyj88)D>s0e@o5VV8M zECAmcMEH<}UBQeuqWk~9#94GWcah>YR6>3=T2-Z)Y!yl*X5zF{zyyq{o2FaY2>-F++}{9K%a7b|2z zbMM-kro-8pdv4Ru=kiC&M6*lL7txlBs_NFmWpCO~7fN3tJSXk_Lc>q_qgUUvD;$Go z+UAyEu|d`E{1%XkF@LByS<|5+%xq>RCX9-{zCP$`Lv5o3csVUW)*Y&s51m0G7xrXv ztl9&X8Cv;cz<45fmz!G~w2gs-8@MVj11kyi>RhQAYSOJmV#yhr7)}hZw6ruRs1u^< zr-{~C25mBuki-9R2PJi&KQI?zOn5gLT3$+D*GfcYd7%?^drLSr;TC$l$mhYnn!vza zl=C1jI=aus@)-f6OPlB3py4rnsK#9x`X%^{B7~tIZ$}j#5P(fE)!W986KK185Bc2Mk`viFT$nHG?<_NQYhng-2lS zh6+BmUX#Js>5#3>_tby+(-8iX?tVo`2A+d$q;oxC5neavHp1nL#4pnvO~iLRzi*>S z6562!&aCOTCo`&cvd2RtEy}rZ-4v(6UA>SXO+1>h>OHo|YT(0SQh&hCz5=*LP`HQ4 zpZ%Ck8lIGth88T3TJ$v@4FvoZC&7aOIy!T1v=Q19C?y);_ zTS=^uy|M?rl;(=2Pf6~NaW_8T|0UT#<=mK}kF2_{52?C8?Tvn9OOoF7m7+Jpv$P{` zNt0|p9+6x1E)1E&MUJc1#HwE5m#gSpEPN(^HYANhK+@_^s}5IAn@9Q6CU*Eq-N&;TLf6qwk?M{jS-B0If5R; zO|(Y#R%^#Pqb~T|=Qi0l(#)cE+ee&stqq3a#2fl@uB7PXz>^CTq`QhJ)x8;$vaGu` zY#b_?C2$Fwd$N%sw9yXPJGLCap93L6+Eb)sHdL`-(Exu53`aJ=kpkreEIEA~fU6N( z5h5^CWhEt7x3?W^ZGqw^0W>$q05pY#^?G-GHc|0y@ejSff*7f?%=q=Bn;feXwRH$= zjravaG(tBiZ=3RXHHKY1R<30CV{RdO^H=Xe@8e8D1@@L3jGt(qYim<)inS#9R!xnj z2}xaCl3|JxEWDcf5DSGFL&2i{^!f9h6NVnB>A>aBLqkO2e8hH*S&Kk0hK!zqVB*pX z8yjJ4AN(u%&rsXl+!(_5iyP}jTLz9aJ) zlG3-GwCs0y9-2r|Bz}JSNObY(+uAN+QH67OQp&>Tu+Cv$ed@z0Gk9FZbpb!^ZMXEj zwj=UZZhVKCQM=Z`1mmRwqEi0v?@dg?`vq6_aaWlIW$Ar|>RQ)$V-3-#GjlN|(+oQQR5VI7v z$QL(&cnv<%nGx&}--z>ZM{1Q*to-N7N5^tG_eD9H>8+PXnHh3~zLADY80HA<=NoBj z-+2AG>7oO^9J}{Y-820rrdz;fhSt%2xah7!AFB4q#S4QZJFt^*%l!u;?R&S`?sI0J z!MvbahBD7V?Vlpq9qd!+MfkW2A4=HS*(zivZR~>1+-@y3KWcbt9`vh_nrtkTvyF#l zU1Ae<=$e|&;Y!LLRc$ZjcMpQ=^@?>9jU1a#`{7gXnsxe6_qACAr9rcBW7nD+&!rWf z*7o%sy2hD>mu1NOy!HswTPsetxo_~bR-6fZByVX`V`_x_^_UcXOpm zqB{soLv_c0{Q3$-LO^DVbceNsB~5{k$RP)0y3Dox@%fqY@=y;*lhl&Z9dv*3n(H@j zW9tQK$%-o?Dz-lI_lBXEg*EWymuuP+t@p5hm}Br*FtcjM?d7*zCTxGzob^6Y&MiHd zK?D}HlwZ;JJ!&1Vl)wBvii-d~dh=1Ot7?o)Kb-_OrHj)%`-Q{TC1nqtV=h!#`;SmW zMSM`b9?tAo`gX?w$+nq{A3rkv_;8MQTrZPSG3O#u7408->FU8%y=|Kqn@~xz3ghYn zB+C#nX>;FO{#Spl8;>@%l|PGO`uK}2z0Mz={hnf!qLlkj&dL0=?e1rv@4ppXBGWiP zP+yHobeXNMOJ*J4q~qI8=M3$Y@?GC*r?=L-Ho|}2iSc@9f7hEb%B2gq8c+wG(Rc96 zhzJh$oV@`kNG>jt^6M4JtM~dc3KWa~devwYbC}dy74qvG!yzHB+ zDrl3ox~s<+ zoE~eCkW#)wF{9RaH76^hBO`s|GT@Lv6(9IHp{xx(_=ndO*t2`jbew1Y|2+zY^t6Mm z-wW*up}I|_>dmucgX|Avu`si|t4G}$_J``)QX6ufB;`@MmN`GUao=xRte2?m3_~5$ zXUk;FFVr>2i?JHG7mTk9kxg+6e9jhg@e;uVab4jCAd6j;^z!!Z3nmnZFmBC7v70F= zg%lSTgFZG~ws4zQ0{7{=D_k=GczIIgx(hvWAXOH-t9QW2wqc2e+cM(;rhzk3oN(KWG0ukfxOywe=UnXahq zS=B8se%6G;x2{`)#K0|h_{3~M(nMO}`I+oMi<((x7~=pR8_Q!c1l7t1_wNI;h>lpY zh;@~%ffcZVKxL^9_?(k^Kd4GTyfHt25{Urz2|_{bB2zNKg0ux>H)+;i&rGhRovlC~ z9wDAQbLhIUcf0)k=uEgMrAzc4LEeSY@fb&L))kXG#}h%=2n5qZCeK0~oMPWflA2G< zye@^ceObuTe6(fa#G<^`C!~!WYf_cUwdnqHug{O8({z69LWvh*)C%qL7jW4+*xA*6 ze2Gx7<1*JbGMbtHo?5+!W`;Be5U)JWKIE(#(5Z6-6c^O}3EC#n3{&U>@LOzCXqiXw zQ8bPY$zN+$`4s2T^Eh(7vhCc1qi^mt35qX1NmpiL(cc$S^f(L;ik~jh)^1^yjwZ(N zQq48P_<=mz$`hW>9>E`5w&G4x%OhgS_a@=D`@ylb^@&lwMEO64E?>1_Ys3{w$}g5b zok3?Wjm^5(%2oD3&I3%%xwenByT)#g3zf621j$Id-DHa#Xnx|x ziiniHcPMwk`y+CsdH1|Gld7)ykXNNtFQ&|d@RV-R6*Dq8#spvc@_a`C@dzxmUR6IK z)P{A$K6g&#ySe#wo|E~TP1~(RI1vdt1bqvQ!SL`aN zu!Q$@v94!iXCK%-elUT*ll3a@S53BEcwZn3l237rH=IgQ-v8y~!4L(qE9GO?87=C7 zR)Eqsl%Lqc-X`Gg2Z4hbRm!g;i%+t=ybNu6PzM)bpy4*{1z6b3>}=%w_twA+dV&&O zYh~X-^g4pMK(XG%$!S6youQ}!Ub-4?cW~1GyX4zT%S1krMz*k}&SX76E&G&7!er3rkx-PB}2z%s{E2IVwL)c>vuZ)O$E@{TbB4p@``Y}^=V$%|e zeX%1y7Iuhn7ctzvdj`?j)&{i9kEO*iX?V;pSBY(-wn_k$@abzzbTrHmkZD5-vJBuK zd;nVg@SLF!mUtyH0nZ5?xWLcZIXOZAE})`{>Fw<;GYyM)_~)H$m#w43R(|}rf?-n7 z&sjI%W&pTa85T^VrHVznrDrK=uf}c$^f{6t5Y3-BNG1bo(&@(eUy&fq+SlGWk6bPv zh}2qbY%|lk(KM8?x5hH`KcoJ&R1A%m-W5m~f~a^c0Tgk0KI4I9+9ZQ~e5{a%JH){7 z#|O*hE5Pq-U~FvGAtb7=m8aJLz^m?EAjT|(2pM>cHLL<&2>Dt}7b7m8!^j zp!H%-!^8ijrAI)TgXXW{R+-=PThf7^Evrwkra9yN@2Uxfcr2iAqvgL(%-rFtB-Qe@ zRsD_%H@4^W!u)>2l=;4&XOCC3z*?m6|D5tBB;0_#CP z&3#co@T+ZF+c%9XDr~d+T0mZ*SNw;M3X9^4_es1sCnI`Ps_ROy3X9rqM z1{Gdj`##?I%<{)bGL89jgdyj=4`FT#4q>Mk%H^SBWNT>p!oJr3J@LlI2C!6~#VUtL z9sXkix+{4mef*)Y*L^4i(PfT@2*kjTAC3^a|43BZj|Z(K;LCRdDfSbX>1f40DS^f? z4Rc?fzalk~Y&OPF(bVaC*rQPuyCPP0!lFwQkCcT-H(&4TyIL7ezil;G8&V%!pVrc@ zQFU{&#bzt7$+N0y_`tRP?GjRz8tMAo<%ZTU(Y?0{I&O#2{QtMYNb_cp;LwCzbp{AR zfz27tU1uPwsi_G?@>F3Sm?f?B^}SbA_OIP7hC2n5x6Xo+_y1w*tK+Inx3&Q(K|xAD zL_h&4K{_O)LjmcKln&`mDUk*h0qIg21f&~5=?>`Awhh zX@`sHGaq~tsTBzIaA&`ZAl0psa3bEj`iogbzreX#O)lB9IpN1OUz{D~^tvpCPEKLc zzsvG~tUB!6fmRCG2Ob21?IA|UaG7rLuB$!ifDIWx1m1(RFg>45ua1wJni^b_Cl2OJ zK^B?7YkRB413WwjelcQwfPVI$lfwMK$acP5r-{bU&S+}LMgI>k6GRxoEKBz%+gID; zc9WGyS$V4;KR1h1320ZUUiogXqeR-**EA5#>DW_8`g^}Hpy|XDx@twLhwiJm2dbpz zihs2fXN_P3|6sE&Ge3V49vM<`qIT2!@ic?AuCZ|zG-V+nmuqTLQc~cK5EJv4P!^iR znQrguf_p_vfXTEsN!Ia^6^t_f=)y^F>DFs9J?gmU@E~<3#j$Ez;3Cu{D!lu2<`Z60 z*+J*`s)DaU*@N%3GJaRr^^a6{WN|R`E+Sa<>=xe9ecsg8N{pe<7+bOAw4rE;)oi4| zUeI~+&GJ_x8C%HTM*`3uIIVCQ@Z7&|K3%g{yV+0+4NiCWW9vKTYP5u~sP%#|7+?uY zh=TwVTex8SlM!WoMsjjE=a(C?Bq@3Iz~Z-z{}(#k8vneex0VrdCQ?41#$tb8?1rz} zl0S(#9`ugThuW5~q4ZRIgWilZPo1H#esVFWC~`q}=k3!DhHq$s^Z~kY(DH8YwMWkJ z;Gp%)D^L>~`)AaRMjriuSp|9LJ&@AZpM~xMm^Fovf(2L@D0a37GNnhRKRl$?1PvYp z?f`g{4c7#OBtda7%yQfJ?C%EB!vny9rwV*8&XFFnQr#1_k?MaItQ7%Rm>YYPl#Ap*v+X%e|=}riE7pX78`a(X6xUTg`UaX%Vs>eCt?PX1L@KqY6=L^WD;UupC^Ps56#)^bt26^@A zf~W2-{Pip>EYRtv*1vbVyZCvg;`vkHNB8gAFOo2;&lxcjh9Gj}C;n`Lx~ytybke&S zS%gUA_Rh}9h`LaE=;Tfc@elid)Fo4IH#|{R*Wl+5@e>XC`h2gYoOOwg60O0L$?EmoHiH{+UmM zBAATdVX1P~r`COU86?o_lBs7b`(luj1L05c!eYv}ilBUuAvAe@% zYbw2Lp3GRhgM1aXtyAKRiq=-m=<8#)vKK_if(*HbpQvH}xPAK>9MKC1P621{;Lrw; znSt^d5>OcU`N`>iRY%e6iy>`{0d)PKkR199DX2jLn+M~%3^8hHV7 zBG=YX`DLHbW4dhUAs=M-2ykiscyHagHR2p4Z*;Y8ES+zTM_g8z7vc`(+UFpxTe)fD z$V#)2@%}`ofq0^@ENoiz3I=KQIke z37yV7KFC46?l(Ppc&?RYU)bc9e6g+@7p2o9<9R!GaaUCvdo^x8BW!2RY;IUZEm3Jj zQK@p+F9LJw$`EJQTm}A8_UP_JINN_mk4~RzXfV9h${@TrTn|cN-_*pok)VFvV!c*) z&U?ja%oGUf*%SkxAJ(ktFKsyd43f`lZ54 zjk{GII}@2)=@RO9KVsVo1cg)FRlIzunQ5FKZ@pHP93Ca=Wbc$i_KMHT2WSl4rdIT; zWzekv!Z?r%%=uq)bJxhp6Oxl7&IILT!ghE`Be03lLr#5h(? zjoKK0K9H{38nN8&Z_N9V-h6#`JYGn}NS%t>UJUOM3e@Gv7$t}2GFKBgY!fN8^qqf+ zNSbtBMzC9cXs|Z#3-NeCUMc@6I{&zZ4<@U4JLfudu;2HE-P?H&@2sY__VMB2RD(BU zrHq(I`QcmZ>D`h`4i5ebq8(74?n1m(0dUz#a+Y24p8u=tWx?Iu`H|4#Nz3BJtp=VJ z9(2k2lN)FvdbNRaH|9X^F0(!j}gF9>F zin{(AY45Bea~9XqDf~%2+cDeCNQvXRtS*)qeo)6Yy)mw`CyVUHBsGf7SyLM}Rn@M% zH@W5VX|1aC+JmD229r;(raQ7m`u~D-0SqjLfK1q&K{qO8#>2&RlgD}-pf_Z+AgmC9 ziMYW1T87q=^Qe;ZA+xam3OdzzRu(N46&0lL!ahnKiZ)o`!>Y{Ydnw(9D zWl{D7=D)u}jZUr?_1ksq+JjinC6ulv=u@{OQ=QMtTqG$QUZ)&Ouy{_>v}*8s*<>pb z?>%a4ZDuoY)Mp*YRvvb4*4DQrV2cYv}RQUi$YzLs9 z+c7x`ic$goI{(Dre^3DiFIbxQo=vNb{GH?|l~jDvHfIVpc}I!G@<=oB~=?^tyw zAWQ-9kKC^{u(gd+jzB{u;sPd>VOp$PJKEEOT&CwRAI1a*1_FM9gj)@_9^Kc>`tV^P z(cEg>i;5~0q(a5eQO?x418~*C#?HY3y5Khr4L(5Xwj%|h5#;%OfkdCc8&Ps0`un(nsPhy zhFm&!Xi>5{1kS|HRzeX8S(qicQ9D1UO7l}Hds9QOuYU8A5cQ*j%?@{tCRvM@w>RL^ z&`)wYEXlk@z=P*i9w@g^`Mr;H3pg19hzByC;dk{p`Na#nLC`ioefkuLt+3RNpy1Wk z)SOFXRxfC}y5)()IlT_;%FjR)&0{erarWGN6`Ev95ua0dM|q!5ENyN^Ridg{Em8h? zvp2dr6YrfU(k2FMD$KfAyf874M1;j8%u(hy@q1=O>B=j1kaUrJ_G}~JxVF-CwtKCH zU|;c4u#KAOYwcY12NOKl3arZQ9`8(N8ptUkMCW1nASNdBR{|t(AECT5K3`i^1*zA( z=F8B@{p?Q?K*}b+JnVA_28mDhOmTvOe6rt%a#yPEz6V!Wy z)d=o&7FZQyxyav+kx7d9T?ruE+>{Ei@~C&M@wTV&xq%99N<9S*ntK>uZ!9n+#*`y;x#6DS%<~ zlR59<437}Q2I14>!Oji`FR%0vg@98IH1ajbTxg23M_YHy*O9Ap_)?IB28l`VPTe3U z58*{|d2+QtKTqRd_4wO}367+pg}aP$Z;Dz^#h%yJjVGH6X(}TSr@4IRg)831Qt_lb^4YH_Aka z6BNg$FJ)9&Qi4pF0T^Ep#wgJM%sr^M031S2mO9{CFr5r%{zSyMK(+QN1F;VB$AHzl zjUXud$vI6~w9B#YoxyX?iL{h7+b%Ep*CiLGQ=g;iBBWc+xYc`-*h`UM5n3|~fPP!b zC)DkzT{`82x{4z14QZyAcU|X~mA3Ryp3W3@E3Ei9HGQDu+Y79JL)}DtOUJ)d?1{x= z$tTnrW??Vq5tdu+tsk$Xf`qX=FcAF;I>@2z?d%Ts#`KXh7D5=P956N|#>bQ8H<2P~ zCm>b=i;0z<#7c)Ba%N^LQ0|PV62Tw_ZllD+eAWxiv3o-}f1-0KYY3bonM^m&@p`QX zY>h@F!>z-LW&2$%m)KL3@Rc3fI9Pcr)QdhVH{W}7OiTV3(p7yMK_Q^pp(JhV$`N>$ zYNsMk)%MT=l^3m#lCoMLpNm$b_@yR`)NCXm88|pQkX;Ayp3ctGdgPgOu$&dGbdt{BU%kzJ2&APDh24uAMV(lbKeN|{Q>Lmx_&|u$1c-)}V z7kKeVe@hE{Opu0+WJ$T7j{}y_7EMJ8|2jjDg7T$vbaa)O1;#B6Mg2Yx7N){%ON6D8;#DkY-gZ&>@7(p?X$fPql`J8G)S7ei-Wle0SZ&r8?{R*@J{{g0TsDA%P;mWm@}nng zkWeZE`;fgkf$;nuCNCVlE3Y>mB<{b?trMkdqhXMJD+nygk2Tb=(#vNKW9dSF0m>jz<- znXu38uWCF#-zjFBL+II*DcgL`^tHSRFW~?EO-QX3K9n>uFHM|2ZxFxd&HPS?1FmiI z6|(cim^IRkrR$HZ-29ZQuY~T-&#P6f;{==8bINkZ(Mej&nm4Jbi*ONT=u}@Jw_v|@ zBI3jRU%vryokF(q_rh>N+)XPZ>(k?SwIaodA=Q3g?Nx0qRV{xLF zT9G#;>i*-UQXT8x`Aa#r>)4I>FNk*M-tl5@+J7dGWpgI^o6C@M_m8V0li_WrQ~DRq zo%68=nc+Rv>rS7M>kqSM-7Y^oXU8zWAe{gGM6BO3Y5lmfO2(58@yuie+U6IR# zu!aA!;spvXo*zRpbItkAtb9=~%MwCD=#LGYmP9(bYyt}lqgh9D{J=hq)CV;22+_T5 zg?XNa5YkOycWsu!PhGj%@5=e8UibQK+Rh2TBXaJU2p{#BdUaeuV`s`=DR0Q5(Y5XV znOwi>l7q7;jmBNX|8{sd`%7_bXfvK;$X`@>>Lj^r0y+)HAA|u+u`|Ik)(hs?w)z#JlMEm7?{bKy7tfI(NK@7{%4@&yVfSnl zOZ8PvI%DO|fMAq)>UeO1;v+tll_L(OYV^H9G`E}hh7^W<(sRaNe$=Q!z?GcwrJ>ot+{A74wJu1PPT4%SKle!^tedzC9zm<7~Q1oN=vYbIsE9!FR83` zwOolFV?bPHCkTaeoWH@NgH&O7GGOgK-wEfGAZ7*@H8b#ZUjMag{Z|>JkM4+V$tdOI z<*J}L)7ni(uFUyQMI9XcuI zGp4TB6OBC~0#KQn80#}m^+!y-wtG89v|xMpulJ4!J1lEub4mNu-t(=l4BKw!QC5BT zDW=w8@2qpP$i_SomotCVRaO7Go1vxiHYk5rX6e91^u+0^Ha!;?B?GMTe4_WUjIR(NhT z#=ngT;AOJaP*lQebKg3=KE>C4_2cF-%6hHk<2!17w9j$(r<;s$(2D|2NUP^v`BU4> z;B-mi>gsC6)(GERQ2b|guTN3YX7!D}%TJiRo$Z+wVv?2)=)~e4Dit5*S!vgSL{nSv zcmB|^#IB>eau~cxti3^4F?Ivwg7l6-sb85Usuj91S6V!9p{78+_fff*7P{LkTV?Vg-ki<^t+YE1rWn4l40Ylwyl2jSfG z+}W%iQWizMNl$tf+S6x1NyZmNJMG!jd{53Cumm7$?Q&AjBo;Z~fHp5CguX1S#i zP6?PN8ymienx^Kfm5)VudinpnVfQ@3#By0!VkEP%eTD2Dvvg&s94|V#oE@8^uQrR^ zs^0KD^O+0kB4ur;$Y)-fvdjufu)7cpoNV!1otvVto>1>l(7^xrzzJh)-p-3vViU~} zCoWBo^8gA-Etj>%R~z(Nx!=1GsyhDt`#t>zul@D!KsH9k--6-FZxE-Z3VYv3EI1;# za#L1THa$JvOx3_Q?D|-AuWUUW&;Kyp*6t}M+}?=!)-1BRSV+Kt0EW`^*zwix*Enov zN6z8~H-tOu9k`blV3A-!V?6yr6QA!B%G6hX6-BkdFojqQ+3MG9x=oIlf!gAwY}hKI z+TBAEgDY?QShjF(8M8eR(z2{}YNKWTgAp{OF- zxOdK3p+9lUWmC$d;l6$r9!~L3gj;ns;kQQo1OGXH&YMU0eES9O-xs}?vK+d8vj*9W zEm^&C2>Q*yaDBAjuBJUbCcjKBz{z=!4(ysHfT#kKb3{Z0_)i9!&cK)q9GbG05g@Qv z+DvQrjNszp-no4nwj4kYefGEKDu^DIfBcx&)g}5GqKkTqNm!VyBvfq#QHi}^oZ1flh@V#QBGFg76-h0HZ~I9zDL(#H1_&zGK@yBiM>R(x z1)D$%0$s;I)6;VE?b{k(oBWyyW|4Gin<4OCg&*he&@Duw<-|Tu`g}W=ALcypIE2}7 zetEe9*joTDNJ~pEX8u0T-5HO$PC{}f;%SB!r?P*soodn@C_!gcD`woqp>_QIV3w>k zp565LF8vxA`-k!&DU-`|RxzKiAuLoz18-YU%7wmt>+(xz<)XTe(w$Z{Wl6YqB~~x0 z<{)WT2>$1tI#fLypd%(O4tepBIxZVi9m`-I7_iL)3VES7XuqwhhJXGvpNdqb- z96AZMIWdumiIbp32j~^d1n(yw$&6+fuxcx*uM{!lJ8Hij5#eoaC5cs^af9oV$ELG_ z8D;N1bwp^pkM?Lc&)!gFsvtAN49tT$fH|6eM~I zUtK3{uC%6}ia40y%Hq%kB}mW?m?CI85mT}8p9E_0u5e+9{*8?ytgZFBHBJLVLzh1ITS#gu4D-KyaL8y^3@j3oGm-sRi1i|NNtd&g9?k#wtlhtE+CF|l`-@PprFrzaqh)fBJyiQ1nHgoB*oQ#YUV%P$rM}dI_^F6Ac zr-ug|<9E88#cxKmjN2amhFoEk6cZB@Al{T3eZ}jK#O?}-5#-||d-VXQP1o3#iGjDb z#&~U+;E?Ur8LTtQDk`KZEvNP=uB4M$x(UtzmUN%gz_EGwk`xUo=mWekKY_!;80-Xv zh0lN4guNsnA}WLBA%M?}jEwUhZ?AsNW4I>mr@jBLX zhWy2O^>?qQR0$p5fA3!qeq;Shny0f)PqO%^^p}E5gh30>jF8yi9oYd+%wds2IK>*z z+7af#At50E@d2U78b~|<)S$F}`0#;@hrOLg z8|XUV#<Q#vSQyf~Iyrb-#l#v85%` zy5$pAmY|nGLBK`KV4A43#jnBqbcgiPrAtd3j?3NPDL@?uzYOq6j<)7ozhV5+;UnM* z&&go`O$qU3NdRBaUYx=nRvZV&Gf;F0(r(bLkL1UJ0aX>{>N*H=`1z~tGkHy%2SQ5) zTqU)VhcXJzkFXDuWAq8h5-se0?$1Ru=g}9Fj*L7$lb#5^ksMlm_EU1B3um8(JA8z> zOGb%awpRA`bjRv!0;%Nlno*zN;k-*_?G0)HA>Xm%qxKAW>gU=&gzfLxAWOlQ@DUIn z^`;2bx@|v$DHix>mjYnPIgfWgt7KE7y{+xn_@~8y0z8gcI6xqd&&tYrSPffaSs9sY zvX_-w;WR*;EET^4?L*2OK?syZ;eRPSEb@Wyr-Xun!r{FSmk)nIYH@viJtqgpjrX`) zSC*!V^+g_QE`e&x**ON+OIjY8i%xB~lu=O7y$sv*J4x7yW(@&w55U{u$qBDbqR^kuEa4UZ%bYq6K32!G)%b0NI1~i8 z=#AL$Q>pQnEW34!BuBI#tLpOJUm)Hce-iK{wwN(`{ZrBFYRIJKLKf@z!Qgh!_$p=(gV+r-%Tg%?Wu>L^*Vif8}Y=Fjuo))>%Rg_d#ZNPF2R>CL0R|6PZLD&Rz zHF#n{slu3s;TKFfZNuEDjzLUP|23JQGAULe{KBWm3n zzsnP8pNa6-zIIm{)>bIt*4^22sFCzsZX3J@dWBWmZ%JQ{?g!sg<67TbyiIE2ydl@E zN%<25hj|}9V4e^6_e1L@azAT${h&xBAAF9JguRcE4$um|0B=Lab$Dnfq3mT*`HG4P z@c%~Yn}AON76|uKaK#ygOR}z}AQ_XB70*Q{z(w-svpp&jB0@sgM5PrLBFVO}_VDj8 ztg@>kr47=VV+IIx2v|A*9>RY@fP|D3cg25A$uo!7tC-XEH1zB#CW~0??FaC3-uD&f z{dKJqk#QaVXn6HLN@~>~Vf3l>DEjC*Etw(|JzG2zF@|5%_jL30#{R@`8&+|-l?dQ|EqaGXvObSE?^a;B>dFoDMs?*x)OF%=cZ*#_@J*}}7>O(hA5 zFa8*~zzt$$X2!iC;`FnBvevv`G3G;hx*?SA2FNxCW2UOw+RXb`CDq9=in*Z8f#Q@Q zcaMd|z$p3iakJB(1>KbNp-^R&;C)ud+?D6|)^I!9yA!i6Hhi@DD5@EqT92x%@KaV| zhi8h8^wd}0WU%ZogzMN-e_i3M9s0F|;Wsqv73>tiWsi`L>@{Nbye8pri-RrI=T=5R zuWkr=KG^WF>edi{!9GOa1Q!pmu+KKVpDU7|`R4fexU>KdorEO6l{qLl7#xOAAUytc zbo3!i0+|^ZGc!-c(Ahdt`0UY!BH&Tx9W#M?m>s}7hYaGsPd!%g_K%=9Xz zT2*)@8!HQo6WHBw7{7uJ!4!RYdHL$q2dy=_hdL!lPiN3^!FFl2=6Hqre_H^LU7V5R zi_(Sm)|(IXPJha$qd3psk;AgRqPIlQTpPEYQKjQ{(A9V_YPx4hUyWc=eyv!#`37Cz z!SK>|-jwnEocbiZXR{3AH&x?*IBiPO?x1v3Nq6ETdf(I4MBbX)M$T}bpzvICovN~j zhSkp^!oYc6=)R047}#tvQfcwHpd4&(CqU{w?BHnW=-3NiwB|V$h~M2gI6wy1Ln#6$ zo)G4<(^E)v7mmkGqGp96|LpnOxVYJJ3nC^|#rs5J%+a3pD z8FQ}&sitk*W@O|$neuYhx;G{Y@Z^f~sM#F9En+)-_q&-O?P5+)d&}QdW>z3{ST^Ej zO54rAw;svvzsl=gZHcg@iXn@uh&qgW?g0OPm#1vnflEiKL|_p03$maV;N_gp2UBHa zW{Q+r+bQO(z&0Fs=?FLrh{5bGxTX*~8>Vbhwu5kkTVKlZD~8QR+5-M^%SNgwD^QXB zBEW(SCLhfDvCA1-uj60;TwVRNJ!sbRzHM|pJvpwhU{FvH{1Gx6t@yRxwzEAMd>|2N$YEAnJ`}80* ziiNs7^wi)i5GIVTHZL#DsV<~3X)2IT{C-B$anr%LxM^Kiq%3@DLj2b3?H_HaBMu%B z|I^|a5Tca$`-?$q16v-L#hS(=#*1%JQGxBI)I)Af%4@YSN=_Zdn20xmy{(;{-NWW5 zf*{9bW@etVNhUQy0UM)b@bCt8FEmQ9={5!(>*HOKc-(GLr5N17;0Wq{D7THcjoVcL z{{9aqtizosDJg+SCQw9TfbdFM?cHs$ht~)S10Z zA%0{4tF2Gq-3W}BO^5|!N_P^faFabS13=WMe@uJ?edAQzkC{p;w%t0;79NReda+D) z#gRbX(e1(GA$C#w1hy{bqfKmEJgXht9b4&{8W(oHHA8FXPVRGVvxRMumxIrjEZIKV zM$=bJA5C&~q;Gb7{zbcoS(ctG6#Ba?m&j1*W0P)u4pqSCD|Yq@xMfQZf;$^`^c9i6-R zWnFvFJAjCFgv1=o-yosm4B85qx&37$fGCof_*7L@6;fJ+Ch=2nQ?NUq?8^aO1N=^C zI{oV7vD0W7+|}M(4#_;%QkS02pp}ms`$$?KZe$Sr16oT}+c)aVcduKES{VkL?4Mz? zm*Ms0zZ_wg3Q2JOX$4Gfmi)}v&^OL%{)YFMnZrz+4GQD6upD3fWXU%(Gix1RW+lk9 zY;K&&82l#9PjB|D-MS&i2BBY;QB;${>n2{(;Q8gKR&lU2Z0q5i;o4)&#?CHJ`-9~X ziWNLltmnDH2Uxxr#-&<6dYV>?d2(!(sXf1{VHFgI3M<9>ROT^!%qvCP#mLfAb3N{1 zG5m-U%-XJiTEOa~fOw-4F%(_BJfP$&9#-bvdD>kaPtjp7a1s3P@tuSh5tc`fBWsHN8#M zon2CLEi(tG%b}ri@T>XFf&jw{Ki{bCb4dwocWvRNi;jc5ndE{eG_Z$cs*;r{`)g*d&|3FWm>LmUyA4N%yJ)PZ2oCmw?O=*Yc&o( za6V|q)BDo5(&zCBajvzCtk#MVHcq-1#$8qvHBYR0NpAbzsAMnqX-r5IN9w1%2MO!p zU$rhIXfZbw`Ks~^4ph(I`FPR098Zj%gCW`^}%o*nWIy*g8jd}U%rbwQwqPzx1FoEh+-t79$Y=jENB?)D)Qe~j|Xx|(0j|M+2IZqDbju9?M;h}|-e zW+`nl@-M5M_~QRn6qL2#=kOd+CtPnpd84ejn2r8UkM8vW+)=|}f9J!QDH99A=G2y& zv@~kXi769;`hI#t%88Gf+QFZ2GjZDA!Hdo9swKfj)<*P`=*qy}a9fu~pMF*8(bA9a zz3K1Y`N@fW(pL>Xld|4=`YEyUK-JFRTXz1~Ow5;9<}ucwnact(>n16y$KK}E#wD+OL%l?HH@&Mar`2@KdtVQCzuqH(Q}GDAugC-wYgy!Pk1{q%X?g&y z9Y{WKmmOalTcNizefBIPEDZNrrCPpv(>Iu*P`;sdywL3Dcnp#rv#a@+gsu9C8zDhP zf>W>7<=#VWD2a?f8!!WAQv@!V-XoTLXqw9kgdtDpxJ-Z*x_JmVm>wQ3KQFK`F=;DB z`m@cpA*u*DA6yxTjEv;r;c4=GEC7?+Ib`spSp!CsqpYht4Z1_%;%JN*H45b2i0q!3 zIfv=^(n=pGHWiW*&c+rsJT*1-q~aSr^!=4hVhoqxd#kMMtzxY8f1Xz!D2AKkeJ$VZ z>jg#$sIzdFXgVG3m|PDwuy7=m{_Q{O=WHkN%tBXFlT3;v{NDWh{9nJC6!@sMXta!R zxoVM3H&Bv$?X|yqLwenM%xA%Gswaj9?d^#pp>r{Y^ZY_a({)YYS+Z+p{znJ}8 zy>tktF20Qm6pc$|Pn6zi9E~Im+yC-`+4rO=wAB%}kNl&qQ&cU1*WI1vyFB}M)E0^R zQQK_C3y{A@TVIW~0;=Hms>AWrfbmKUL!@N{%#O{e@HQZ6XGN`p;L$_2wzR}$H}|ll z1_*TDIKe%#a%p*4*yA@g(L3OkqY!U1zhJFJZU6dJn$}jtZv_O?AkXIi)2WqCkzK^E7|4Q<3sBNnDGhGfgzENGwNNrA$a z)hpe1u7*a0df!D#3R7+etZrbk&m7B)R{8K)i5Qy-aJ&ExuacT^gQ%QcFwPs-fT>~z zI5IKc0HFhwy`3mrVm>N3MAy2p`wf(pm7_J_&U#~d5VCiAu(H=Da?w-+L=~sNzy3i3CR@O}%TWR96H{#j+4o;I)qqK!n_3#n z%g$xin4dw-RFRiT4j?gRnUd#wc$xl^uA79e#2-ri@xzJYtAZ*y5HkjA}q`|VZew#_%%uTgNoPY<_C(oCH!T7GuML+-K?p6 zjbac`{N9|sfarwHXM3fk90mwzfsuHr_aRt4Dkkv_q*>h1#(f`=pPwHYiDwDkr884g zN#3o$0}e_FCW2ZM?4O67-tE zqfd8l5S-}QIg-j5Kf82exbA5vE2HUXdhzA2egq>|u5RQAzH=gI3g zXkI1H%=cuYY#i(@^Crwn3)g#E02Y9KU3X95LYonv%pYjkF)pj zbKesb1C*@H%tbhf0^lhnMID`$m&e4XrJ_;>lASbrm#}YO!~8#XQvjfod!5HVMA3M% z0hY}{PBTG6S4o(zb0ghw00ahbi-D0bAt9kY%)*{sss*ZKdN-ic$ec0Q0F;)N!c^sP zJL!P~s!ywwm#eF*uLio2pv|qQ%4cmj@QTHY7`C7Tds0AA-XreNAMYo z_^6Par}*u?z?+Qi5lK4Xh~i$YZ3{1F*06Ss3*)?kWiyg@x9}849=JW~I`$uAmeb%^ z-s9L#t@#xiq2H2RKDE=CCy*lQjNyLd&#%k%jE$csiZ3rFB6(IYR5kP{B!KDrgLg@~ zvdDtWJTfIhiSiI z?60sK!9ke?+hXXl03p?RLABrsDkI2D!->YbeA!S#QbLW1`VBCs;mm4R+CakyCVDrn zcx=}2adD|aa#b%1vFxNbJI0!INe)ymxb#R&Ty1$fuBSxZCELzEGz!0Cvdh>>89DjWpVl4nX>Ob_Iq1oc> zuLq?U>>o?Y%h4MF@e8q|eijuyx9tY?(QwvNx6aKTuC-+12r57-kP$eXxPYj_*}=fV zT4`L2Rxxb8eEs@$Afz`f!Apy>2hhU&#+sKFSyl~9m(b4oe}d8h*1!bUua9D@2b07T zG_msdWP(5oim5nJ`X2+hh&;PoXTHtHWdV#cPWLsEAA7dw7B|aj%+pWq^-)-mA7wii z_+6@Yd@Xy*PiWrqqQ=>*xgk!2hWy?G)u%266&eLIoRPlgiViE+IvNz2y7+3|v9cg> zDVWtf2e01JGBB8Xd6lB!WTO_G&0%B)->M3toWh5PNT+i!!tdi;pT^lj~lULfG_wS-3MW)BN*qDBeQ*L@Xjlm2=U``J7^C9QcsrwKo(xL;lV)xpHn_eU%_0DW&d96T9hNWHeNt3 zB{<4JnL}hsMr=`zKS19vAYO$cl%G26w+;3joP}k7v8!E-);U^+`f4J^$_c?Wdgkv#Z8dfN}Ru9oCZIx+lGQ;ZMwYk|gkUI!J*p*dN%O+#_IQ9zG zHgx+1dXMf`59!?+w?l9ne;$}oyXO}@c)F{$90#fq&O#R8PSoiR3Xk$U$7rD+AORC>gtMf}j-_7jH#o82#)={aFk6%c+iA!i`i| z9+9%?O~DH8>eUDkvOXIx*cY7)Zg3m;UTPvE3KPq$ z=$>t3ZKy)T8Zwlv8#^gESxIc_)g)+b#xrg`aOrMu2cjvEgQ}vtB+o4S@aC- z0RFLln{h((6LC{ta$rCDIz4}>z@IqKpKG6I_hN?5`XmVJGC78t8h7@>o4D^wva})N z(siV-?|CPvM9g4!kNau5(oAB#UTnNSKQv@RQui&Cm=ELd3A+mpR4+Q%zi3(qfx{WU zfPg{*ha{+QAu~Z<{`qi@(%~jNC%AR<($Y|xFpm`=Vk9sL&dq7V-E&--6cJw^0Pg|j z%>``gdnU06I{xcYl?aX9)slLp0?}M#$yfy?cfBG{=njVe0=W zyY$M=+#;OCzo({ux7~_)|4x)i?CY&Po~vZ_s~M{a@sqjLZ6?L-HGqJtZ`m5O2dH$I zl9Vd#M>K`2QzlT~?+xfUQhR*(d!5!tOG(s6&zKf&;MFdBcr+pj<3sNS1qH#pp#c&X zUa;DcF0tIX6M#Rr0xJ*rGnb+5hsyUEQ@o@GE|w&I$MG;)_yP7Rv4`xY3?j_QM_~n*U@4 zWlMxmNm==Zuoqvafr*JTRJXSkqSA~bO!rNk3I4N~ogwxQU}7l5mi4Mw_(}QvrW;)v?7{g==qGxSM5!jm2jqV&7ZPP?sM*~OWkuuSGWte7)~Iqsc; z-w=2op=4hwOioGyW(fOSW3sJ+LL~5z($nXmIRm`{T$xxC1-rTP!EiA_HwVBNCp&ur z9Q2|w5asCx38_zDTqGBJ$Nhnj{jP0=bb#iv@ z>FGggG^nVeLeJtG6t#5A;l|O0J#sliKCfs|R!RBoeT(K%+=I`*#5@zuJ=bIW4Gtdp z=BK3|%t5s*_ryncR$&{U|5x$~6k)yZR65D11D6%`i| zl70PH(5vLluOO0o^f+DP$NSxt@rMWmU2}uyKgx>w%@4=DeeH9nA-K{9n zn>WMR@3XTLWO^rKN0}++)_VvyMD% zezW5~;qsx(QtBDLkgl{_iN@Mi#O;h{u<>sSkFt&FO8hqe-I)1d{cd7$j2uT=gLqhy z_T!CPbmZ(=1v1x!&-B*-;aAmkp-Tumro{D>TGlQiKX}6su za^GLJ&GOEnWSehqO{$9{>E@R{T3zzFRwn8_D?xw%&MtlKwd|*|1fCeBW;eHWqkyt@u4AJH2Ga_1KA^~7v{P~xDqeo2Y+^KnJsB-|ivaZ#ITQ*t5))e9*e}U+ zAFsaJy=EG4{8B;eseV>`AzQ_C$9YIM=AN`+7DJe7>&9zm!aCnJpHr zFLs|(^t4^CeZO2Al~kd(cg%vVJe~ zOQ$)JKVwsLxk6+1F4~Ri^=|ZcrrpS3LICTI%yAj1K8Qpiyll=By-DgE@r%wMWTzS#RW-F_4V~WFxbzhts~qQ& zg*Bt7cs9!5Fdm=nF~Zbkv+S7oH%n8g#(lmW^d_dWVL?k2H2Pbu-bAwBq#Q)zmxN4v z?|T>j^H~}E-rc>V%gn^&KR8)#5r7X`u&1TQA<4; zWxLdoTJbNZDfd+`WeAmRW|yapCT2NnOG7jJKTk_w3>t1{CnsPAApsniXJJzem_hR$ z&_P0DX@K3+(cwPukOYP@a^V=cz(3EFhybp#l9ujTf~Qzg9VWGhs`LkUgDST)G!IKlGC2M@VxHQO?vCEooP!GN zqz3Ncqv1AB()utop4Z}K-%L$JOGwi%$!<>}O9VFzfs{ou1>GPGqU)|c;`XD9D6!YqjB53Qi;Qt(9!KUXCD5CAQH5wh!EGITO zJo5OIe*EMq9G^MlLtj!p~wl`qD_W4~^Mm*B3N93PKo zg2i_$OW#>_+Zh6NaoyYTus0xnQ94NfPFvh(7N8l_?a6*Y-T95j=&p1@vUlTuYc6~= zh(W6zvO$_282AOq0f6MepbdYT*dOnK$D*oQPaj)uRZ7xxdmfj%A(J2PIite8M#B3d zc^*`JF&zsje0fyczDub(tD~^l6zKbDP1fb=UA-FG_OKUAUeT;K zZ3J+4>2KH%2t17cd^lR~is|YHk`Tu+@crYIw90Jw`+Bd zFaQl1z^MHHRGW0B!W@sJlN~pSiK*#%Scr7C`^ZT(Af$u?A|kzQ>w21(4xV10y{@&F zQ~vsTpqJs;;Pyy}sOyWGK4n7h@Fj4%=V-aeF-(H#YY!~%*$tepoItoD5E&p>>~%~G zIjEH3i$gvBQt&k-8wf4`Xk=e9<(I4vC*Ng`oF=#N6kXMSBEmW9Hk-G%c93}P^i_v> ztQ0x+t@~y1=yq(d2UbSX9=;~UpY^4-IQ!o#@`@&<5H96CE-oin;KFD#-JmC%KV_}vC!=)U7(6Dl+tl*cBn)ymTdzEJU-8|H4?-m}TDZgM zx_l}uEE2!7Jj1&=eX{GdlHy5kR3rV{Zf$O?r&pfy;9|UGY|!Bs-I^=zb3NNnYt6Y~ zHT9@``n7{|HdF3L)$rxRh0IA9n! zWb{wZ&X9Huknf}To-5?%F?6CcdQm*WD zzIcJM;P8IqU1R_l^Zi7u!vo>^iBLo%kCLrXZ0#HWUU=^_Y|KXLx=vy{E-qq**egFQtAKmx;==pqJuj{(b^E}S; zIF6CV#z|j79jBckV;E+0-s}i!xVjk)^(21!H@gZuQagJOcs9I3mJq^obVPMYa!It; z%u&iwH}Lq~A(Lai>gD?-?ayS5%K2ZjM;BTwqD^LKh*#U*NI1sJpzv)sR~?r&PE>+V z_;*JnDhpN5%+FVVJtW}qL^p0YEcW`U9oTvjQ0;^HI1T5!EZ*#y6c7-r=BY^mZQ$yI znThefyUcWTp2+D|l=??Eaj`9if^*9`o)#|+u|~^@j-{gSg?cM@P@19>v5p{oaL%KgB5Vp@Vu?{k;*$Sb!|R?X2ToY3A*<2~RMU0@1T1co*POz!VY3;me!M zI^a$j$I3CrO@^+Ws0%BHs-0-s-S2rVQ<%w=fZ(x_L^8(MMziXndX&RQwi=0n@CZS& z!{@tJgQrYd2j?xw{qsmoOufG{fAahF%bzKsroogND1iWMe?`%A%9rru;Clm1pn#0~ zBp^gkE(1t10rCOhSSlyLI@>xs8!jaIE%BRmcmF=TfOdC(9GdoV%y`yC-{7m?A9k>{ z`|x3vGZk2o_nUmz9Y}TH3CSe!?l3E|C%x!~n|nB=Lm!amS-9J~Z+zwVRX|HU3v-s& znY0E$T){Zmy&O35v(N+CZESony$*c?*q$K150xvP2cD5AmGS@k2CsI{JzT2nC3uXi zk8WHeDVMXfVu|=>b-=LFy!g&0l%LyRF*`C{SHB!4T7(-nSz1Ok8Z`) z%3*9IGi$_gKH<H7HC$SxyGM~ zgFuQ;sOtuelbcsw#;(3jdj9wMe#`8er9szl9#eDjXUrrg8J`TdKY3WR(XF(?K^{r# z0|utYcm%q>2d*l89Oq$UE_7w2pn$Zf(&m`s1dNl{|Lm29ZRB8M15kT!@rW$quPEF8>0dUTFYwy{_wGX_E6@UDDtJHjRO^=dLR_Hf20uGW46?}A17 z(98-m-fEtbvnNRxj+dEzcN}*%1`Ghk+hUtOT>NuWrhhN|dPj&R)Ad>ujYt74=_#Rk z{JFw+UWRx@mYO2%L&S8;)j=xyuxcIK$Dr1CQh$x(uFDfduM@4HSta80D(s) zt6t-C=p~$j3WiZ>3p>%uUsuM@kNuHPQTwG{oolxg{y~gU;az9jICgOvhoaaHrC2+; zro6duxYoV#K-X+J0b$PFKuyK)w(`-fD6?vjl?T6{CaL@BSnS9R#5ur^myLtNT@A}` z)IDcO1Gk!|Aq7~Y)jZ!8eDbqz(cW&=&8>5kP`5&*T5dcQ8RQErylKCH>98^o-o8?e z{p|3^VCYVT&XG@Ms~bauSUj_4VqLVF!tK|e2&7hcxFO!92}XM3R`QtgRUKJO)UUwo z&DoS13Od|Ujo_VpDIV(3oTcGQe?7S}ABDZ|`*<*(d_!&aRJ#L{3H5R!s)e}TA=a^J zgJ0?ALiyCrrJDn`ZUyxR?H?A&Iz%ja{M%)K*@U>vd{LG&LN=@jq)!8pyuM+r7s<_{xlAH7H9qoVLPvXYfiOSx!aglvN(iYdz zpH(eYsJx$(wcAKEE=&mmP3=hleS)m5vkHFYq`*x&ygsxQ5J3pFbS zTeQ>0_rBlPUjdWM%05-$A(OD6pdcPzm}UL`50I#)DFlIF7kZ;&-QJVRG;gWP*X-Z&G5lFARwigvqhepL zh1p?Hk$l6VFAR#8Nr(-QblzPavIXAJzbZOR&Q0j@!EtfKRp;3MZ(OtM?4M)oR>9^# zRdBmjc-TB=KU!GPWS`=qbI>KYGuFCujP*>SMXjM^3<+l3TG_D_(B zM~r#fzHdj~9#+}QMEU(*E|QX;;ZT6}xnSA?B-1P`EDOVBOSbd@g^r-H1c(aEd5I2x z#&!`To^1uS%ga@@{}pcSTKXkRxKZieq@IuyXnQ$Xa@AdO=sLIdy~+99;I4_~B3gn- z*ORsrZrrQ8LmtJ$?H1+x(D zSZY4RX7HnHy&XhaBcr3U7QggRn$B6kz>YNQ4Ce<Ck9?;wl={Ktm3p>jp{;daSQ4H18V&A=6dvdbAvjYc=z3SP2EkBXN_LG|`^Fjl} z0S?~ZI`q5l4)T$bx}LrxH$038#`Q}$d@#sav*A4y^=%|!hun2y`v@cdYz0D8(gXqm zs@?b6c(3Bpjxpw4mwbHbQqk|N!BbTN@P7NgI3<3#*@OR^-uSU1vWtJx;H!$Ll80nw z?=>yH(`zHJIuz8HX+7yd%|Mg#*XjH!-YIZ(*8jAJU^O-hf7zPGp?)pu)%{ew=Ed2z z7QQ|ErEb)b=>#7O=_@u;hm?uJ%OFmqcKphFpmoNbPXd0yWiy8XVt zH>A^4!9CFI=kW7*Lbio+iIh1>>c4rnc1h_8Y`$Eip8dLZCg{&kqn1>==K-kx61cgR11> z2Q0|8oNwaKV6|QMStGJqmA|Lsp}(DTvlFpPj#iV^i_o#oT+3rPA9wLJTc(oY%^coq zaqpjepQ}g|_S5joGj6z4ff?7ZjSP+T9@!;BjnV&eO9^{;&<7Fs_pn|}U! zI@4o=x_~J@7QGCu-(SO5#yUj9m5ra~U0$AIyUGt~l7G)OIOWLA(gSTlTny&jZEV=8 zQZ+_o3Y(#jwITbsE&(kq7Z;v==I2j%3%C9ph7cME*pF*JWpdn&JM^Qg}@6*$B%h5%NjeD%G^q47Y zrw8PaSHUrZ)b+B45e2!m72k*+YMd1z;TdBbb|PDYoU#}Ca!-HXIN z5go2)x<<-pyuPjys3zlX`s;EAK~72Pn7itm5rI&xSVNfv17}a`QXfh@D%2W+DOw_?Ln*Vdw-w2NNb1Sq94P)TUmFl=WIrl>IgV%1OD;?LaDk=;Gz0BOb z`2D-y7RKN)Zl{yvsGQ;A2PuuOuSk)v(5@a|mzv9M1)F>BAP1V9pz31hZj+iKJjYv3 zese!mvEpQu5Gem1IC#g;U&;VL0BmX%U<3CbamIeQWG>S!F9%5SDl7N?CG%iABh>{c zDMWEO%m(h-Y&|WX;lcZJRF107a&TPP3v`m+ug9!58m!j&2YI{(H0+l5A3m*?>iayC z$xS21Zhx+G~+^+`}#U6U`P*QHslOq`IA0P!8CUp%B7*BDyEoM~ z%CCQ+KAuVW9hwi+P&0F_wl0beHuiWv?|NvpjI*<1#&V){w~jX?^Dxv)#M8gg(p1OA z%7ihv9O)ZmcEsD?41lzy4U9*S>>ENa+{448#esdy{%=&` zabV#Ewi?JfYX6nbyb)~f zfB7VaMx+;)>-e@gF`k^esf~0^e|nx8k8?{Ev$-pZ++8mW%}VQws~?4q`86izFvCmf z0`tT?ihZSbvw|HlIN8jCav~=ttOB*H>7q=Ij(IQ@T}}>jFn_P(@f4T5pAZ!iq%Ji; z2@n)JVANBTN^z-#t-hyNTH`Np;f-I{B%RnQRV!^QAbTVP{LLQGtzorzEzWh|WrdbwD>G-xc~Dq5@6S9# z?0)=VJf3g%iox#3;V%Rt)@s{dR6?RFmbJODQ4fwX%+Y`T{CW1I*DgIg`@$b&iKnOk z8Y89Kxw!19-moG^8d)=I7L^sFJ^`V`0G{HX)D$8aWEsiNU2_$5g|S=dlGzW&?jpu5 z!?h~a>kmF{b81udE9(Y-$;s)mt~a_G9{XrLMQF63FZCVXuLJw3AEstNwsH5%y{_7w zVKb8Z=9K9M?(TJ2B))vt{-i^%W$km1y4*#HCy2sHb6#u0&&Aed9&P7kbGjxi8|@V!zt4tLY7t z!RLQ|{U%PU;FJ9YX7;4~%Vk=fgay3zw$-jbmmb~x_|z0B@>clAev1Xx!y#uLDtabK z1?7BEgfTi?1VRXj(u;pmlc}M8)4CX?%ByIKp`asp_300?f$-{|{@ULrN2MN)qB+i_ z7L(3)dQPT4R2EYjimIj0P8qS~Y{MOR7WMEK>r``S&-Eag8<;F8r9t2_J*_uSP+UA>>+O;LENU>cpbzDYG$|~|?66F=? zxmLZbauY>vzs6t@Pf#{>78$S6yVkFc`lNF`faZxs!J{PWSk+H=K@i-SjmdblVK;^6 z4mbB@?L>}$z)7;6D}OLTKMDkG+W6g!4&j$CD2`tQRx7WCc07EUZPgiJIpfU!{ z;QUdKkWB9EEjF>?F^!7wQM~dNoC;hH#h@I#60F2k@~xTN_|zf1_NT2JWo363keB}L z3j{>}g__APA!oPQFyDIX5aF;g6&cf1;#}a}CJWU`ozv9{(VHirM-peJl&@n-XPth? z&b>12tK|Gd{dgz#2!cv*DbBt7mYOm=Eo??_Tz|fq;gr*^LG(~6(nY~+;OGCJC(a>N z`r>n3jT3!KbenfLo8~y+w`)bjSHsQd7ACftYS*aMVJ-UoQls=HX`F7XF zlyOfMrQ&p{@>;IXO>=qo6Szr^k-1r3C;97fYL44bQ{L4qUj~UDYinyx-jEL;gsJS`td{-_hBS2b zU$epg-gtbe(gR=49arD_70 zWp1)%fg(n=Z;?$2#R@4#v3rVtr9x=PJ{)VYCTUgl6(_^Pkr$n>Dj1$I83E8@`1G=Q zLG%F|09Dlzr4l9<8rIJeE5$w^e^|}_{i7V%cJc4Z%!~A~GBV13OC0#Ct?{EmTl?;F z?}ybl7hj37Umi>44M_u;Y~G!WmrL`A<}wt8SEyG!=xOn{3u8)e5nwGdJ?`47;~C{C z!^G8-Mb|DLuI?4^H@bHM6AMaBtQJ%&8~0NTA%E2iS* z)%>q_KxiLN`DNHU-ee{a?o@SVe#fu0mWf_T(p;EpHN{&=hGE}YDtd`xULtk&g_639 zX`-Xk_|Y?Kk-I+qwtfB@elqq!XJrwjPEx6_YxlmNZFT6SE`O-bC%JJ0+zlPUmko%H zkj2&Tc)=faDy>rU@}&OjHDa_AAKfGT_96IA&D5-M(FzVd5*LYyL@Q-U_h%(N;?>&r zuGtW@e0YHEOxHkSgORF|X!p#Y?epjXT?ua2e{7%kbjsCg|QVPrbQ4v8V9QJ#S1npiQ>R*iZZ?VrF&rzsuz4 zdt^PwN%@Q-K@*cV>$$C<#!E&1Gz;T%kQi4Ze-c!zCbgY<%$|{E(sVaY3BBFYB zu4%;f*kUZlqc@RE4RF8dEHs%aK_%Tky#Qe!vq9U`S-|YQbRT{Pei;w4iP~KFwEp&2 zj$5=$x|GLnTQkB)N&nYZsrxE>%M{dlDo0mp)>_uLw2ChFA)*e_%DZ|*6a_agGk#HX z2w4ph6-(^8m!d#Va{GP$em{x4@t2KIvL|Fu%?F~7*+ywz^O<-s-OE+zrhIkBWB&86 z>+}ES1ox*N?484+s|DaSQ7AJC8&{FaWpus-+pw#D1A)@5gbVrugb!+G_w=y+vV zaZ{H|PE^EIEFSx0%)N|>EMH@Q2IBwoppuKGeAzD!T-jAT^l{2Ia50hW3FBA!(3@X{ z-LxhdmCih*y7PuNow3tKOsl?;pCS%5l z|5u)0pOaolPD;uLe)7{uUPd1EV>Lh&?WA(vDNv=Z<^Z17q6lKre z?xr2IZgUI@V9GK27zyUoif!reWH(Ud9_<{Xy<4vhbGQ{;jE4xy`Gyr@Stb6K$7MzI zY3_r;0)->%Ch=c^uCKqjxp~56>1~Xzhx7Vm6EL-mx*O}l)&5{NI1fwaIw|R%1K4n+ zyiP1DHdgOi(?>Y(G0BO-bc*5J#J)35^+;7=zN#VNX;=Da;K#9I-ylcYka9duRfbG~ zK`N&N_d&u#<*v+_Yu^J*S38swtbW}n;@XLB046L0x$NiqItDg210&;YM9TlIt}Z0RAeQ5dkk**wl%02m*emx2eO z^@{wyZpvZqygeTTVXdOJzy#P0j9WedwZ>%BS!Do{hxl3OVPkmG0}g zGKyM^0&m=QmzuxR@QCLi+*w((<0DTxm=_<~NGg`a(j9+GHu>}2!FUILahb09p&cxEYTuI#p5GoG-_xM?r&_1^EV4P7ArU9%1c38RI~ zDd1zi+9_Ikrm>kR@=QEipvc`O{j@iD#$jkfD9uG^-d-+C;n97mubDA#1?_F$X!cQZ zNYj24XuofMGT^iuKDxXq{z~QJcmK41P9-erUx|A4qYqw6a*n+1*nZfjzRxV5cbMfx zWuUEyjv2EP8a#@;5>D#!!{w=gp@=)}wp^2SR7me2Z@*wtEq5!2P0r&_lx3vbP0>wj zmM^z(yQJ^p2V`tc)Nn5vp7nSCS;xPN(`TYgz6V#J2NC1(oGh{_)%Y;L#nEa}f_f!p zfZkRFwYB1kfuYj3LJk;J6JMK^lA|<#*_m%sYv)?-Sn$$W6B*Q#m7@R1&Q=L-AQ<23 z7tW3N-t|8(v=#3KlOUqJEy`oM1oiW)G?OMd*X2B;Tx$F=p?#~kW5ujGq=L{^C8nT= zdGn^dCf`;tyZ)h}O};s^QI}PiB6F9Cxty4L^zOB`jv>UVNpK>ExMn3yInP;Q6L_Ff?9VH|eJh=HQxrCO-pUSk5u{$CF z$7=1yEpuPPAX8E8Iyatu>t!5)^vMMSXr;BAhkqLmej#ULUloyW_OvPjF?S{5UK_7N zkyuf&^N34tYV=KIt#l8bNas5BciQYD@)=&<;{0s!x^GCUl4Ins9V5Q`ks{}#D5YfN zjk3*898^fW8@CuYzbgIbQ2pPB@MTD*J*5luWw0o+WP%D?vy5Nz^O~Hy-qJ;Y(lRJe zgajC?PXu|I`>#nA3QY(x=vmKXh-{3q6$vudUxP z%DC;gYUmI_CI2c&myRF;aV7p4zp%d#{*3zpE6#raE$wux(phPGB&+W7}nDo|Okwb6?xOQ`nOqro$Vp zWb>|EvL`MLcL90#-%R?AcY-lnH>i4%3Ahb5HGzzjhgy}*9GF3Y-Ru0+lr@Ovfej8@ z5dU0uc>Jp`H;iVv?H0meIDP*$DD=7X=cxk73VtS3$x3Q!duCEHgs}KEMV0IYQ@w4PIZQsou7!$Dy9@`@$<&Hc&BGD?Z=x~1A}H06?U=H7Okt_EDX-y zvMZp(@TLl^v*qX=3B1rtkeU9xh?4H1dV6p5*zw8Q^7!QY3qo2B#Id_m8%^8Gard&_ zwvw!W#N&|MpOo`BJ$4*@36dlNhYMTG&N+SkkFo9TZBh#hxn6vEDv=;u>4;lseqncU zl4aA=_MxUrADN%e?je3P3i%7+erkNFHk_eq9$m_uyqViSRJkr1F*yVclwiHmT7Njg zXEpFOz%rCJNuKW0owv^>?OpL9P%!oNfA+1e7H*tJji=|E2l*oyUtj@s$1`p;u;=k8 z3Nte~Kr|C%3n=)USOf&f(+$2C2JGb;l?(w}1Q!<<)GzO`un_UPl!9cdpC4K@8vy(& z7T^};X2VVTb*pa4$uNaBWmXe<%x~VDQIKJD7>I48ApP>@&5c!bM>bGK16S1c&!1nm z8cda(vhCv8+YbqACu-&7GoYoObJ|weIj6+bl({|0hPvFZ*?Fss>_QFu)TawHoHHWV ztvXWQQpW(OV%S$D`*Q!9MZvPXb~>#(nrS?LM>p3vl~tbhASbN_MTkd0+SmDx8Brw! zEg=#)E3B=3GD*xtPrtdnJyz>{ZcJ}+L~NZ@ z=;rqrkI2G^9qBx(9+*nFCIgw{EH{~M!8G@*A+65M@3{W&3th(WLZDxB#$UqC7BqZc zlaeEi>t1{f$DMnJb=1a?CgH?#L7L=Kdq1jh&NK6RghCZBomr0;9ZEbtV~O!g-O|nr zS;PKscLI5@b_FZGvy7M;&L9)|XC)(HD{=dDdC1Djs;CeIR)ZMtnE`bI&@qp`$qND& zaV8H6da|yk$Gbg&FxZnV8($9Na$x$(6muw?sdv<(^r5*K8WV!xL<62WsoKn-?l(69 zpZMX!GYe$^~6_Ko2UM>HRn8JE|?T}wcQC{=nObWvhKa3TM(tc zCdy@cfpeFw3ffCNgK;ui+RuC7XPUd*#xdPwoWxo!GZ14ODcKf}eq+S<4f)Hh%A~~o zjB4J^oC@@RPSe@0pS#qq|MV#mxPl6Ohucg3fk7vvL`0vSl(32drFTk|3-)BhZRwWk zP;d9Wb^Y20%obT+j?}@ofDRjQ&#b#_n?*{F8{Jq}7#`5QzX@A?>ys$DpD~)XaLpZt9By zB8Ktb#K>z;-A<#OSyl}4V~!p_WKGG zY$IKCo+?I>Ft~cz=Kl;f>?Bf5enL^dYLf81b9A&OU|$aH@x9(uZ=S$lDzk!}l=92684FYh7@7w`iYjP3w645)=_(2W8LVNnV|Xu5SS zs!9^YuV-gLeJgvwGp8_g$6SKqLpG_Jjer{CBi3n3aI&C!AP_%A=@s956*vFFEI8$8|l=~MV zMH3Ob6*X>>h&Ft!iN1t`fSD^hdi_&e{FsUq)a~g4{Y-Wth~?si+R`*+bylHWaP6gk zR+Og-7Wba{{SlbQ?C!>A93C8mka3=ZH1~PqloiX@Q&3j{sy6cby9wC4Ah!6_%#4?U zvwH_vl4lYhd3ijBA1{HRaBXD-;<{&>_{I1Ln8Cy)=OdC0AO z=HuswZLIhlW-sA8V&mh35ZRHB^(g@m@~sX43uR#PU^>#3;fUWPPyzlT(1t-!-WCM7 z)u^JWh!ZbT@z7z6sKfu`=*aiU^JsoBQ7}mc-7Zct^H<}r$NYP_-D^C(q ziNGfjxUYx~*e;A_c};YMcX;Pfi7)#mZuTzI2p7Fq~ zY=2O>ob43$6+K*;<(K@N9 zI|`&uZZ#KwTWg#K@%gXCvi7(uzm07fsZeY$JE#{bTIaDX>*b=CYm!sg?z&?WA-6 z?4$7zc1~e^sut4c_ZXU-*#`4irC$jwDI%T-@YP+gsA^6hk+JwlC|FKtZ-2B)Q$Hyr zx$-I=@B87c8^bT8n4Dhp3bfKY4K)!}1T2s2N2R4QYrn0zoANu&8f~1XqNX+k?ZdMs zKD!Bib!lRvwrjHn%Q=Gt5anjD$SN#6X+oy}318_s74xgsau4r5{_p}yCm1J(CW@V_ z_MB4{fE%EA&uM3V?OGJ1B0AM}lJp%e=#y`~yAG$C{adRjHn;>27SbCV8|6aNE(cCZ zKi6$xc@G|OcJ{S5H`ZHhHEJ+Nt1|L~P!R9VoB3bwn?^cW)NC8I6Bl5QlQZfQudVAm z;w?}N%CC@FT_w}gURO7>ws%9DQ{nX}DXN#+yG3TP>T^{(_7*bYp5#WGj&`NIgp)-X z%SRl}tD84oT<}1&Pi?gpCdJ0mCB2>4*s%}k#7iE~c}S-{9_7Q`%Tjy;JarlK0vHd&Y;iTZps$m z<_0mDVer0|l*Bw0O)q@=_L;3=E!JS*@kZO3UJqQ?COtqG1A~Q=5v58krjNv$nj^qB zYS?UN01+C9W+s+DxpZ8DAHsOTo;Zusx}MuhF2_|ZT5WB*8y;boUE%iuE(QwPrN;L# zbL?fmETj8E;U`vbCwr3Dn}$Y8ViJ-XxBX492qDy^TGzEE(W&s_Z4++QC+5s=h@Ikb9|pgB5ohSm)4P zM($l|Pj%>&mF?8R6=c?Ed~axTFD+*zx9p0&*<-H~^3$W3PDi;7a^v;N1g03@56{<5 zraiWSrWR`UeX#FmQR#u2%BoB93*ykJncHISuFpdsuM5Y-yZW#h*h(covW|BOY``hv zfqU8j(T2EEP>>e(Fj{YAJ>n$^s=3wKaz}&+TUc1EnGqC;@8MFdHeTk$n&zDQib0aO zH97Rr53_X;CKx`2--J|d2QnxgD|@$ndn+s8E~zLgg0L1^ApgPaM6@>!1ro}KIUtzn zxUQ5zo}gRnRE&aXa|(Kg2OFB4%ZieG5dJmq3{tqqv(4zq6N78uCJ~Z$rbP&~mlhD_ zBbTDnqJhDWii!&SL#I>Um>5FxOZ9AD61ca(%5%>+0*N{tv$cG(0gPtU0bF-Hv%H1oSFC#lQ_}q7af*tH zPB9K<>dQw*-beoO?<373kKcHo;*&b#IfPg|UVP-Ue?N~S^r|!-Ged28q&p{Da#iA> zHq&J@|0YH%stX|)x@A0roB9HWa@P-y`h2zptl`R|Q7gT&jrjwtyU|Y;I;)+IEe?)H z{rPDg=+8>%>lLek_Guln`Sk7Pici4Lg*;&#Q4=kG9yNW}w^L_=4ssER_lgh3rt2QE z;Y%4eDhJLxgMb%oamZtGCSZ$`Rq~WS22DoT)eA_v9nb?=&d6_TX;D*CGchx30CN<& zIxxgsZS0?!o(72;2=?P{Te5sbXY`bh{my9x5p+8s$BIB8z^8oy#5W+m`|K*w`Zr!9 zAb>wUfs>%d;U>XyfDJOjzy>;MX>CQlcHqM4(<%Gl!SjZO2GaHjLA4qn48cr%@RvY= z>q9BLT5fW^V&=bVygLxu8h8mW1gqX=t$`_1LY8Dl z{u);(nr74^FsRDwUmLjdQ|p!608RUvjFH->?HGYu?EJy>YP{?_JLQ-`dfJ$QgYE(b zzGizP4matL8lE`H#x8w~7mNqd+~=;(IpRmP_Q1?)SV2g*U)#-JgHd&{ z!+sE#vp<>!$r{-1qiUn?1oRruvCjf|#r|V|PbtWe6oaq>NQ=6yHF91cuy>1GIeMn7 zsOYuUFyEEj#=Lrj?Z&we>gF3qG9UmGc8j0?_~iHyuR1a~_)_iE#)-U?6ms?bEZ)E> zjOOfV&E$S98VL+wFpW1L;z1hmkk!Cy@ zcCVo%vFVU?Q&oL=>uQjhqulgJ4yI;^tKyYmysJ*0gG44eNlv*e)He?W#vcwbtJ4gu zf^e~k%V1JgMn-Abd7X(v{o-BHuM!@sSNK|c8~VK^o}B05^%k%REv8E5 zCn@w4mUItIb@i8RXL6(ISq_s(qLrRBMJ*^a&+JVNCgL`bl_CW9;J#EVO^A{(#_P4jU;V*<3 z^4L>RLnBb%2n2*c=(JhkrG1l+>GJ)S{P)v~AA~9RU0yKX7(+xKH4RTKw*EjHNd#4$ zTAnc%wz*3KsJhau4ym~MpOCAXVqYQrxy=3eVX(qNV<_vYz5+|W>+U8CIVJ9R=9p5A zU-ic~?>|oe%xa0OEiv17rNLP76VOC{dJ;hQ@_;CHp7%mD%BjAJa(`r&_z)?Y`2FC1 zB8_7G)}kG^l{~YhEvY=Wt3#*rR|Pv*-4fzvje5`333?MQ*A$O&-aZgo{FYaJK<+SC z%tMsZbKStepop=to&F%e2y*~8{+4w*80qu{k@!M>qccheJ`=n3;^)m?gY(7^-MVOr z5APlA*K*z;5|WbOedSc9p=@77B8Nvt9K+Gknp;6G!MX&<)MtF2&d#@y&Sz4eFd%vR zD@uBHwj<=iJL2q9I6%MI0ILevw%DTD};ERka5W{BLd&|zAeFsz}%3{_@nJYkM2C~wYOt+(rHpsip%mo{Gu$(~y z3>YuWU*&xK!Ww31NpZ8Wv7@AJX6*Mr4h;W+puK*x^W6#Cy0gL-(Wd2tJ^`*WQc?-l zx`nssInDKwRyM?<+(H}LCV7j(SGIA_-YL&fNK9Mr=|esQ(H*!J=UYqCqL1 zD>e0FoW4=&N=?tEH(U+E;{NmZ%iR@zqpPhG5T6Zp94P_y2grP=Y#NR>u|HPt+{eYk z(*;Frm^B3~ZoeO)t6lF_RTpx*DgULE=fO|Y4dFESMt-Zwa~~7#*9;U#@j0%J0=f#T z5weC0wmka!`ppE)C&Qs(i zKgbfi_{>+tRxg|8-azK#g&?)QT{$DtldqU`odjz!u=&t?F?o4;z%XFIIiAxJq~-JWP9M}b2xp`e zGHL!($7~m_5IW%~MBrNcPxiW4#iQ*sH$Dv)wGhAk<0?XAZ;SR})x{|1M$6aF!m4BM zYm=SQ6 zW;C1|FAD2n_`18hySG;<*EUoh|KkHoOH0tGMd&z-fu2rl>uqogAt{r)P5{17MxU>| zMgp+=Y_LcuVMpufz2IU<1VOm%DveAdr#Hw)S5{X~^HW|+Tz?0{1Y=FRzCeV|%gG6b zjwbM-VO#~$YLER?<_LdTZEZh=f1p(6YKcis5$)T2lKwBKt!(aa$zIUxe$FsU(K$+?!WK%m~a1BX>*kSJFVJ9(>O^cCjxe3&ZU?w zN9y-dQh6kAT+5IDV6|VtW(ag#Uv3pb0390|;^ybqrXPJt_^q_4sJpMv4eI{xaCdii zRz3%v;2tN><86dBZXDPpfb|H8rS@l>mc%0%xP^*WBGYpwgcDfLAOm^ow%pnX{N~4o zhCcpYt|UND14{(=sSl{N#zu#Ce}i%dK~3{Q+T47#m{S8*2A7vfm^C8pidu-ao4&~O zQm+XW5gVZj+p}&(S@33d)wrn38tNepw-|D<6D(8W%*xukiT1u02CUTIsT5Lt%pVpf zGc4P7o8(W~Ys}&Y>pI%fVl-H!5AZnTzAI4EL!zg_r{z`xLg^+O)2#rpREFf{ngSg` zI{KRRfGGPB(d9jC|K?ZpnJFogpnIa$4gf`WVexBFXb#S2e1+~95fwGJvceCi7shO0 zzI_@nUJ?74+PYSOFnTjfOF@`}hY&E`RG?M034%gXQn5xNbxBTyxw#nklQb|LWDN3=G`2RkvU5N;4K_cod!b6+T{% zeb(jD2T*M1C~@(=OoXS+Mr58}){_ghG1X_F+!+pU10forq4B0q zwfQ*3NmE1Psfh{bC{KXore~XUFk?U^!D~*HRS?`x$pqzOP!RNo`UY^#h{GmyZfff0 zp&?>1kibGM15MJFmsi!aT<^Tne1FUSFLcs{*0JRhm!}IwL|1br&g9dJyk}6BREAqq z!)p9R!usbInd#*GTyVdokMoP@YJ@K!)CR>-IN8|VmzRHRWQbcPqh_fm*gH620!9D5^(jD{ z=vR%JyixaBArsp#Z-qPq0l=CZ)9i)O661$DO3^b13LnZpUy|oaACw3h9+B8jY2I! z;Cgosq)tS>i5p7nK7s_A8T2Y21Lx(;<85$SAoCGfEA5Ri2q*6$DLTc68qyLZQWP@X z!F>V7XqT3kwGpW9zi55H02dG=U;zdhvh;FhHE-sm%!oDKj5>TyRjq$;4ps@LswVxyN3 z91!pzQn$+H_ERvXG=w|T6@kM{ClIlxmlg?jEW4G*pwAi&6S?5+3Oq0UJ0KxB_(*`_ z)p}Cf$Dg1_S$PaWzd^6b8}9^n^itR<6yht4b$zUVw)t01R3J%bs)yTLJ~HAS5j@iDC^@3MXZPt{yc#kD*`gqw^vQf{|(V%kmNyulm z1zr+f!KR3|UUHsoCH)=U8L&3oTc@nL(~G#pCqB~Bfer^FBaY>L^G_@WrEwXT-w}#` zs;#Y6x$LwutTmsLNl=@mCM6`~r2;GfZZ)i!jwqxep%2A0p*6}V`Lp}ES0|rT8o$;l zKoDNw`n^*twmHtT53r<>&t1xn_6ib6pL?rRPse&k7ni8He=SaDcT>wG@AAv)BRR5Y zm5G+HuO8J5lruBOcM0r2r!s4dp!|F*?7xw3Y4BgnVr@#!??1LTlaD_as0I3Ol~u;AENda3g0Gqf#sBtPvVp-Mw%UdnC#p_ zH26YFj)ttH^OUiMt}uFV`6A<#z-B)1mqgY+nwX+L2|f@9XG6V`=ucXd*-PH*?T$488DhzI$Ts zCIp)=H?9SD`}9xaR0_}QH`JfpG~YDCUTI6})_{7}iq~>^UY&S@Oa94bKCP38;+2x; zxl~_O?fIEm@x=HKw?vB3?!Tppd}@KmQjRlb#W$s9r!z2vJjnXWBsg~O-$p0&;CV9r zAN)Q}!Is#2UwXyldt)yl2?tos!q~*{#reNx^uisV7W-LbQm4zOJw5tKuX#_6KuHf7ArwCpp1x%Jt6|T2r#TVq$fz zDW{uk!ZgwD-yHto6_JRnj&9N=ljgG7($~1`Kk|tXBcLJl_igp(Nxd-DjnNqr>}rfE zlyjR@{T#1E#d|vjMYL`A$i{hPj8h+VWKO-(2})mUO3s8nf*b=t9h?G9d73eDJ(H{N zm-R}GjVv~)3zsfQxg;-wG@|;C&PJ|JBMFJ z5x6F7c&&sdV${DL<3)GlOg15+sw9>bc`$Hu=9WueS!}B$%JrJ@QIdqXmO{PFdppq# z4}Z7M|Lg+y@BJisDU{@C+LK@Ctp*G~)|IxW2oRa~Pj+k3uo||b($z8FNGT-BLpr}) z#^QYRRcY4*B|e;WL_?OQzij=~1kk0-y~+gIetTIP&&UPw--)2y;>}+84IF{w#!hzyeDt#0!6OU-8j9rhj*oVXlPZGEh0AU~q9Lnce9*>5ggQRe z{>*ZsDBik)fm^k1arnHweZ;@J`wss_B=S9M@v5J<5e=HU+BA1R8$~eb9A4%#zNcZq zQQ2>#rSrxJpCB(2 zS*4e&b|jBq<&d!L_bW3!aK6tzK=*VZX#L&i4Dwgp`M7Oz#ikr_DkFCl+Sr^Hn_}Hl zcP-~*=J{Q0W}dLy+fSc0bD$dm|4^j-b;B*96f!v}X*n?*X$*7hil4rN`|%;>S2YaY>VaRsN)sjf`hRYUeqX6 z`w;nLfe=tVefSU_avgSg<{CRzU;iDf7r$G{=fO}iuyc~EZ?H|8Uj&wmee>BH0M(ssS|^#QEn&bcF_xl}dIM>{J=fq4f{He!D5 z^8el!Yj*bMDQ=ie^*pPrmtNS)wW=uZek8jm)924pw*=kyNg0g$K8H6IK0guF&SAMm zAWL)2h_7&`HmL?_Rp4d6us0AXNxPy)6G>j16xmW(U~2y3G)f}z-)bhN{u`YFBAX8X zKl@!6A))y0?(@=9;cf>mK0Jq~fmyF`J?@9}$%Vw}xY*o*nI5zp+l~j_1%o0#`nFaH zSVVNAT}LCNx&j(VhWz4OTFL%Dy3RT*>uh`b0ulle0@5W)NF&`T-Q5Dx(%m8;-5}j9 z-SE&NE!~aM4=K|5Ze~2cbIu&!`D13Tnd_Qo_Wtg@*4k_D`*Xip&&5%nW<7k~_B#;$ z&j*SxM!6VKL5#nMa)vLvPQhO`EMQ1W92J5)-RY#k3bG5RA~IWhS;0dr8Y|ftKG+vP zG~Ao&wDc3=!z+-)I`MV&6Cv%Uv$rvyJeiZ-|8LstoOpLB8RFgwr&6Wrqm;c~Vfx`i zyltphPw*}1vIGBcS@xT~M4o209V2qtJ1dInm1xtq`1p)g)hrnCcz+(Y0PzjKJDaEt6jiYh zt<6Gs-oeR}<~4Dm$le7o7=)=(s@PRgjaBgr|QV5Xwav!`qS+ zZG-?j3`3Z}tV}Xl32rH z@FzxRtW*eyd-xXx%8x$d9~jg`X_swLm=s!>4Y}*=;V1p-8uhQ={gO)=D_4o8`GaH+ zFDfZYeds&8Qw8bo^5;@62kh8v!G9(4iei-elGGS|Wgoxchf&}|pw z$3iXR->YkD_-L1S+CoTar{hg=cbJyI5u-r`*PW1tom~H8HCLsvMIf(%pORxus^O{) z+E%VVWXP@y3Wqo^133Ctwmo`zIZ`1GFdtEI(la~Qpc zV6H|h3EPKq4@qnHX|2F@$KEwE_Q{4bWvtZilJcJmAIZT<4^Cx6=u#C_ujvknNx8#x zx{pc_d>0jLncx4i1bK0n(?FS+-x5gcIjk2HN{Sr_&(AU@h+31bCPyExZc@c+1<=_? zR-Fw8d1&Y|OVwf=7??_i z8Rrrs9^GBT(o)r)Bxsw*Ud^~%0k`gJ7%^DbXT=&_@H$YX1u=5L86iQz**Mjwvo1*f zQG8r?9wNn$3gNw?7VN!A_1iFFU2I$dm~~*Uar62b(|zAjq!FT(gDHtKZNYO&8Shge zkaJ)%#>LxFl}5uq+Lh367Iw*Zj0(i>Ba^en=Q7CPtvU=qc02`7%9*Xzr}I6x3;jMQ zAl*H67C<41t;sIKy8K}%C3bU&+&hEv*bP7}PfA^F;2_-Quk%&bryO^s%UnI=lhdSY z@spk*I&V-HldtbDmy#Y@yVrZoa#2m$L1iN(-wrDO>Bu%-+TkxZH z33X%CrskHs>ictD?!h~M7|m<-0{n@1vORwYQNtEWV8UoxZW)A4Qrvd{6t6PsbBvzw zFJQMUa`U1uj~B?wmXwo@Ev&>3yO1GCj>@?K*2YT7;(Qie4B*e@TAU+;xn6UCxQ7EK z>Yw8oot%6bh5Wr+41=?yW4dELIRvsFa=D?nVvg3qDALRm*X>)F4&htKpGUAeVMuyb z{w?3)~HA50cmzbGs3%YQxA?{v>=9=eW zb6aHb!WilrOzXGbFt?=TuJue}d%jy4Nx|4eW=kT&_1lO*<^VEcHA~3b{%gok=GqZD z`rB{cA34HJ4DNNBa*5O5+-BEjKCdk~Sz?bpH3yRYduiT37XqdFbO@y4$v z<8yJ0M#rLQu1yDyoEMmH5k$O5!ebjPZ34$8`|P^x2`-<+>HIuhl6KI2=$;}u9XS6k zOb0&^O01fyIZC;!wxGT{F#P9nyF_<+V&jxOp0$|8Z>6L)1%O=_2sz)vnI**sEl#%y>zCbcxg8my-0B=A;tFV@-cQ%im@3 zqy)H?ukSO99RU5H2``}7QiXM0+K68V*`I>8V?HF`(~f<#SQ5&Pd2K54)tx%z{i)PT zs0*4`qtgnxofBK*Ezaj32#SYYAufJnn}-j_i5xj%kF40mnp^p1+34<+xE_0be=BxV zkUu(^bibfK4(9^g6du4$S>H=WJDa%8%Zf3}P|U8~4vSaJh3X@q3 zwuh@=aQJ<0+Zhu9?@oewbFxpa8g^)13Wl75*|kaYo01$qIZTAKtCaUXdj=(bGNd-) z@#md{x(&@G4|vFJk;w^re&^T1*#1fUIA>gZ9Nu{u-*$^$;wYbn$T<6!u3)EzsR6(= zis!#pg@v%+CH_zaPmF9rCYELTsj_do&v5I-o)*MeaKzf*6o~z;1p3D+N8N-HD7?%p zg)Jj`uT0uGM?r{slh@pv-ATwTTr-?H>b=z%Vi-H^gg`5t*Hz|M`Yb#xq1{oD~F^S4$f;rlBZAmc)KsGFvJzu^jXb@Lt=uwnlsw}*S! z0=pkulNaHrHjySiE}Yk+CR9aA?=-RKJpUp0#@|7G+N`=&rQRi@uT0a2`%J9-p>~19 zB9Nx+bndy1-qkbmk)2-V9jQUG`4fErO6H!<{LkOp($UR9aKo+nBbMXV{WAN!4TX1s$5(|(+*pO?!=!MLoaQ461La^S^OB))+Uj7 zI0tjQsleR*?~Y3la&fX}b>l#y&02RO0nyL16hem&jWCFs5-#Cuzi6-ugr~#8>Ef3)F=>*aLB?$9D-l z0GUj8zeN5!s-WflTW_Is?NT8y8o)P?Z+Ta(KfzX7{PvgL&pVzZ56a^FI^AcgXhrhBrH22= zI}1(RZcS2hzv@|W#<;~z`2*fJ){xQIpz4ZE7fW*ce&Xi-Ne=RXB|i1O3)S}CrTsx! zS(dRR+uq{Q0>StF+^TgRWfSX&D%%lyX#(pV?2BnDJNtn z0Uqk={h2ukArwL@4-uCiv}slt^OjnzmE5gbAoFa(-T6fM$k9TdMDRzEoUKAF9^;%0 zaLn;igsMHvpKBD=-ul{-XoFP0)ax_KvqW>Or2_gDO`_~;|EJ&T{EO6w3N)+r_o*oX zBuyc8iV3}}(QVwRFJ*1-uX5Ziw}&Wd2ewx`T)21jQKQimo;^_HQy<;-YBW`+T3V$1 zM3umP^*W)saW#7{UqV-rD$@3|*W;BcjFEE!zLcq~bFm#jBBMVFmzT__D$PJbwfzPI0(DM;qq*{K+i)K(kv zcV1!pgp&XnT0$=Y<$*(Mk)-{!k^cVEjw97JnFD%RnL-gEcizvgL6U3W>k?Z^OkvGX zkYcVrabJUB+K#RZw`OJvQAeW-JvnItLd!plav`wTQm`~PPh#F?WMSLRy21zZUG)Q8 z<&~tZJ#r^}M3TtS_2cS{j&;8gjR*G3g>inkm-gUUu$|KpBMZ=l$$n{@d*efSFl%Ku zPISJ(4Fg@9rqan#-miXuf*1pWvC%=4A7$p!QCxS~$7Ip3A81%|-3vHvh0fy-Yu*%C1tBOIeN#Cyquu;`JiR(lz| z?U9JYqGZl^URtWDaWl`2i&L<$=Ik^6bj_B1*P#!kl^i+a9^NHH6hVbPj$}rrp4+u^ zXnP+ZiaPfo+xsf;zt`-*16^G>kSFDA=-v+?lD%c~6hP-4+_Hx(ktkWQDMivaa`6p? zzwSjU7NX3K-eb!3f!sE5y9sBhB(MhyvwWT+`sO*uH|1{RUsk9Mbp4Gzt)!`TbU9Tu zMa9zjOfza@{C^%MoP$$d971KBsPGSV&N}4g(hjFoy%7|*T|-!qou|hgxo$ull7X|E zA0fD;zg&eHCRJsYtx9OEyx4DScZb>P4k5Db&)8Z7J-E+uuH-vKFiQp+3|Ypg%kHx zr^0_it7nf*9xq|MR=;`Tw)rboDmjHa&p!U=%V&SAw(JSj5v^#(_Sp*uvikId+x!=Y z$JURR@+8DZGI8&c4m-6m){!nuvr1E67Z753>81s_$4VqCEUaNF9)I>3TTP+xu%di1 zjN!YP*7j6;W`-_?;G*a^df^{M>#s>;2c%Cc5KeiOH*E^J}n8mYub=>7C(vSz| z!_H_iI}}I!GcSR5-ha_P=doAgqdyLFY<@D}aWWw;`H2T-Edp#t)=zrg*dKUVEpH8oBMln_Uf88Z(b){S2uYZVrxPk9F`{%*Z_ ziJs9-INbI=bTU4S@}GQiHD9 zako2*aqjwQA@86$9mJtrDc8u%k=yS4RfbSE2`G%r3o04%cCyqgMW1Mz*wxNQ{-pK% zvgaB-PILjG(a+~P%y5pp*b;oLV2_XK6#Su*5bN)Nw64y7U%Yn%tA+bwA@H@VGK-X0 za<{Omd&Q6QK$eVIsp+2t36<`4jE;mwG_JCKUW`Jy6me9(6;IaY)*W;12&1Z>f1(N9 z;X%`FZhc1Pe41Zjj`n?nJKMS?`Yz7$_^M-@ia}l92KuBgZkMj`?&0qhRqmj4jt>sA z5REonyrm5UDT2{J*fFz{9SWX1!Mrs zOcJhcS*iX!e!6@aUu_ z0{Eide6e4Eox%SN^MM!#I2W0t=00ry=|cX7;j!rSqR3ozxZ{B9VTPd(aB0)%2VG(iheuEL+wDg?Yt?_aPi;MB<`OLep#43Ir4!%{QghHQP z$wd-n`=VymnZdC;x(1Zr6$+g^avO+BhR^?MzCcEW+zX=wP3b3eJ`NzRoL^xaK5Ph| z{+J&*g(BwVDpK=7>Srj*2fJwjwPjBFY*GBXX+rs-6blXWRO;8oP<_QAZj1rfD=EKg6ecd3W5Rzgqty?N@-%**()n^N$+wIT zlhCZO-g8I^2zs$LBwAdPs0TDpyG}9h#Mw+vs%R!CbWU_h4h1MRW#5WG!@&_SW0t_Q zn)!>20N?62+3%rz7uKdM)wJ3HhKGgBk7DX(tnMVjRqC(-y`i5f#fRs$~=@6i^766 z<@a0k39$OaT8<(wuob|8phF72XGH18Z*OE}KV_HZAGsR{>!50v$sN!%R#mh*h%cPD zoa!cTk{GSyWf5K)8Vuk4`m{BSu7BDVbC;OW{Xlzlv&`q z)X{cGXs9Osr%8fviF^ra>m>rk241GFA+a~+<@MQe-d>}$9k()iX3i&h#d#kR8&Y@a zf*(##YW@xv@c-UIZ_HFC#>B!EGEmgfI)cy0+anlKn!>hQQspKVJqUKS9u!Ooo?<4) zD9$~yh<}~a%0>6;JCs#WH_v=8##p_!=_77)9iRE9>h>?UYOS~q9<8OyU#rvY?)cIv zdTk1=aa1QKD4#z!F$Q3VdpDQAXa8R-yF!DCAl0`dN=u-t zvNToULhkSVh)Y1JlFDYH&?(|;SaGa(Up$mM>v>s4-;0tJoHo&v@D|vKPE(r*cRsRN z8dibIhQ=)A&r0JwEx@2m_IGpT-%C2Mif4{H_n8@efs@3rH-bmHpVhb-8ANYnfcmod zN_2*w&|Bv*zDL$eV$sKB31(t9YImA;PGeL7paV|UX0Z4(6}S0`$-4-aX&PzZ*_N+7 zu`?fgQ!^QnEXEQbHSSQ5^Dh$VeFgq|ZZAi&;)J!~bs|5;?H#VZL`sy#DzG8RY72D4 z4p%>`^d(*T5Ofmd0D8mbA&K+x9EM$!#!^nQO>6Je1~13m7+tAk9M)3ick(=w*6B2A zsRn63CkDCm(7PNf`vc%$BZh=~U4A=bdm}(<%#o?nDsA_y(D? z)!$!c)PF5mNONa8d2JqB7;1JiObTMK`TtBVBC#09WB0yCFt;wYTaOP@@<7rlM%$LK zWrM%tvfZ@;1>zGJUEhSz1MfGhfZtgJ)w1g8hy#6q%BS2sl6~knPW6eA=q4mmO^OR- z&?!tO5c&Z&@xJ{BNKU_NhLaBAQrXlcO}Kb-+lvRXeKXam`wLX8X&R7(7rWX>o42z1 zv$>$}*Qo_z=-!3CtbI+bxTc2U7xOYGeAo$dYybI+$O4-X&+b?I83H=|iAst~bhk8z zVxSTO7Ht1QM*XfBNW)BOJtUg4YU4I+xZ0kcwm#5%3KkIMrIUp0n}LUil_2MV<-&pk zx*Yb9*G}^fPFgdDICayGvq3|(+zcg%UK2kNtdwMMmlSfz+7q-{*L8QLp=Ks$Wn8TB zO#Nh!6POGA4ut>yf)0_wu*8!J1aP=F-@hVOtkPJG3?Q`x;T{zaaB5{Ax9?z_vguq1 z5vDN^DDb?7LJ7>U24c%Ou8>01_asv~LzAm+KjqyA-bL(-59-%01xIqaMWDSo9>(Z0 z!*y?$_dCCVVmJElVppd&cTwb}-@aPma1M`1aNgCtZ_it;ZxW3AUH%9y@7Vl^f2|w~ zkUI#lK7C&!(iG_U#_JWkdV!Bs9z^xIG_^&IK zxEU*RHK`S;Rb6(O{y0`Yt(4uoQlheSSYHYvJ($+W@n(jJv8!G3lgfbA1K}!kY;oZM zr#+G}kL`H7M#x7`b;W5XiJ{FYuJo46Dx3S>_&4^g(!ycK2(3EWF8XGsvcjSwW%skC z?0bK^e{GQ8yOA5QFm7ZK)oIpt9YeP7{3fHr>e=Dz?LG1r0-}p8rEd;?+1fvTYmQYQ z&Ep==L4eV{3eD9l5>{QD8f??LJLy|U@Wd)5I)MfEPZ!P%qoNah6rnLv$pMQ;`nxoL z8sD-h3Mir*@cVy|xnqIWIRChL6>bY(t^k$C&q;=Y0)+N(?5&cVfoL`?P4RM2+cGWEDAm)^TvR%RcydsCfj&xnzw|0#}1Zd3&26q9w6eCerp~2%T-a^3+4*IjU}4`wMLzoQiO7ZR8|a5DU0qr0$4OP6Rf%F0Z>$wA^?3^mL2%nJ zSsUJXv^1MQ5~q`{zdZXw`Llb0VjIO@W|_a2>%Vfew@nYc9c^5Ydh|&+P=+w=E^=VI}+ong3d5*tCmC1?fK34_3E}KXiH%4kN26?7IUmIsj zt~48iVSVu2gyH$7tBI3cPNDYbGR_IfUq*m`bsRxqt8lEN{&u9eq=b%|nyeljpEQUg z2Jx*k(8#}_=)OV6KK6M#@HQ96KEz48Z*cHMX;hOc-P72PQ#q=%Yph0I(Px-R?!BP{ z{r&D}F-b|1`B}TWyFge}MoID4nS>NilnYyFs}O`n(YekgT!S6#n}!6%6+`57lL||i z)a#)9w*{AyJFJ?(2yE3 zomQ)Jl*Vz98*)Yb@1aBqy+1d2_pT%(V|g>fr`3MFAH2iA3FlbSsI`~`ED|hi?6~xF zIfU>lUg9ftX;PNGN(Pz`IrKM4l zwy+3r#Db{wWMJlF^qv%-yMKBBtiSt8%Pv;B1z@7@WJyC zU>AOG-3PR4;CVY{tPLO?H9_RkF_8n_LVli{+(U{!9Sz$PYM#L8zG zQR}tR(9(hc&=w#O$tSS{5IKzHN&+(ldH##%<^eU*>EzvV-uL3T-kPy`92ObO9v=7O zt+71mJ`c%+UhVEMd=Z@+0NL$is7U3~Po|$FvJG7uk*dwFR8H0bjBxmJe|$OC<2=(> zMSxm&2(k(NvD}Q~sfD|kc6Ct5C7;Wq|13fR@$6lq40!42!tl1&`eMby2~L0+17ILK z0|_ZPIXRGIg72hTZ4w?Ik8?o0kSOxET`&Werb}Z z1KfLz!v}bjUgltEPB9_qB(;S}3H@q$OPWv8dR4x{|A;+uOk1(Qj`5SND;L{EmBvmDus!*>Wa|?^PHlI5nUkMTe7`Y3e z$DuHh!%kjc<6|T%@JqY^jPiSaEwDMnOwem_chb_D)2*sK&a0|o;pB7$VjX}Sqg0aB z3Jwk?hua;D4%8X@3KQgU@2doCb<~w7)%@a@jz$a0 zvU9SRDAGw&ezD+FX*ihmt?ga-p6Xujm-IV-%VUoY{0>~&vPox0DV#ILd-5lM>;G%3 z%ZQ0}0i!!0Tf8^kv038v@$oVI((ETP^S*2!P;IG-4%)&}DbZauk_m0sqJ$@iHxdGuG)&UTO0k?n&P zb74jvqu&9PAV6wygd99-nI%y^>HyDR>b}ZMRyrE)PDNn;;xk-c&cIC7(NkC^SO44q z1@Ex_T@9n-uc1p@KmL(@?<5_BNpXALBLFl;tN-SQz>DJ#VcHyGQGhW1iS7o4_D0XF5fE9y9aC zi#JrLk6vmm@Y{ygP=ex+Do#|Vc-fZQCfX;4SpLm=W~`_#VUC>WO{_=~qOy%jUC0aj z7lA3};C;<~!|v}z+e>CdfM1`JlXLG!b+vqV3y7PPPi4!f?VV1%m>YwKG6e3R#pU4h z+CwLbKzfk{yk|ELA1%z#F3};tz_^=VzI8rY>*FOU&&+%;VZMwTO9cl9cTeN7u;BK( zJO)Iy7|cW+bQdmu2sbTALa!H)Ig|?hN%e$Q_1yF13-Thmh1z4mtF_)s80as-r4tlH zB35uG&o(kcE=yxIi|KL`>zCwn5>`JN>A|c`Dwpoo#rV^Q>K7<7K5@7#N+X{%xq!o< z@&6qL15xd#r>CY!_}t@ysO?UG8FQI-eMFd(i@TkS%s1c%`D-gDQZAWw+YgCx7K?x<39j|y1l(UD=RAi7`(5ZvX{S7`BdUO%V=zDBq1SD zQ&amo2}qu908_{lP#ZN)jEj2)+?p}-IGCB;fMuCnDyPu?dJ|EG2zc+KxGi`o`7yff z?&jd@WFNdFWIFc7B#Mk43gPAw@|#=05aB1T%uFehyRB=hk{4%)OzC97&+dD5$p{lJ zl@*P|c7I+YOTEUZ8{UpRFvgbs*5DPf(JLjJU7vr-;?;tA9p9VuEMqIbI99uAxL^mD z?+mZ+M53r{*u{8x{t|Y1qomA!_zOzrU}S0uanUZ=8QPE;h5j$F(l%q!OHIdh6)mX; zcP1P$@R-5A#=}c)8NUvEiDJ11Q8hdLh1to;OmeoF5cU`uAGi2F6L{jt;M0Oy`0Zv zGD6h^;9pSS{j{{x$J6)<_lV>{I)mfK&!1oNro${IoOVbd>LQWufpd(nAk$3X`0&bJ zbV5R4xGbuU>%8TylrVc%oIYc*jM~RJCaR?mi^@TTmS|qH%&C?5c?++UoxfX3#uS{Z z)g>-dKSfr_An`nO$HB!l+P1g1Kli-#^7Q+R7lW47&`>tW*mB8na9poTu{rxO^OFny znJ{FW3+0{PofqA$sLJ>7Y{=ZFQ?!nDewXu-_=JSj&Io$rW@$u6{W-*(r*)!Ca!U<% zaI5ogNagPQo)7|tE+Jtkrbnho%_)%ltEeMSPENY(&}5!$+vUCQUMf`@fvXS&0%r}# z!h()dUZ%Cxjp`Mc{B+flM4)$8YzssuZGF=LJ8__=L)-<>c;LfLw70JS{})Ft8kYcdejKn_5!ikHE z12zf|&UqwYO9BoTmOL7Xq?+1OewPb4NoQyF*YtF-dda>^VB*IN!aLXPfllkB+>yG{ z^$YW$uWn zsSqrO0Efqj)EJg)%OOn17i$(U;2a=7+s(}KYg*ORxq=(w@(g~@lVJ?(V?xj4q79M)PJb-dUdGx45 z>jdcR{k%AD>JAn~kHsnPy&CiY1&)I)gEi*k736-U z2%v;7+5Lh@f)==Xa8RD+Wll<$mXVR6_X$l5$&!eU_;$iI3Af`Uw8feCSIKOtAMIBj zs#okekhco;BttXdCaF}&3;K*_3yIEy^w0eLmf6g@8hFm%8f-JM1m1LYt_B1+d=Ozg zN7&=WJ=Z^LS0{!ouv(R2oz{q&*o`#LMcEVP=WoBdQJG;TO&3VO{W883tdPLK#H66j zGx2h(5>NGTTcm(^*J#_PLILJwMWUY<-3|Ju2sLE7ylSQPLzbBy7P7)l%1@Zm1elo7 z@$r*JAp-r&;Gy;WHURNaXG6W608e)5Y7!WYj~GqfKmpI}y7&ePN?NAm!>&+V4?CxK znMGHV8J~;M%^A#8wGk`xB8O!k`02;4? zQ)3n2<YtYl%0Su0}&y_JgKK}9P_v2T9Y6iF<(6(T}4!HekVP|bzGfjV>Pl(>k zP{Hv@JM#Gep?QQyrB||DT3*9Z3+KMArM0M)x%GPHrytfUCsNYVonzp?VIX;R+c8!Z zvhd}}e)zljP-gwzRff99iH7?E2BB>R(=gEI%&Y0W^a*2(UvXcosXdLeIAL9>cK)>? z+x+V1?bjxil%^?I4G4gitF!_#89+L9@TcBVF*2g_3EkAY-k_uaWj`QdY0zXMZR>Ay z(*}fvh26zV3F)^#$r7A(VP0N7J4 zv70cON4Uzod`uUrK>byVjhB~*Q0G~e0_A>Gy-I)Rv$&2=-+tD=+4L{l9uJK1WQXc5}*@@?1q$LPhJI73WC>=PBLhnFwEkw*MY<@nv+nk)m1;Fr)x31=5SJqU#U!NeNeG17i6n7j z!-S8P_$lIJA-?*WtSlH5o*D6pj5pg_T3QqFuxbtWQFi-2%F4$0o+8rcoW4*wwpINC zlNIKv%UM5COasdyHHh_HGMLda+~ASB%Y{t%?G@q`&&#>6DQ zy1JSh{Tn!O^6~Kh-c&elj{$D2dC#N};!*obg3AEhE8D9v zehqHE^rJ}Q3x|FmyGoT_^*S{sO?CVXr?C0Z71s2`#{6P!!ge_d&LaZR{SP6oAN4zX zMP1JxJ9D{j4Dm9ZH9Mbs1nVd+JwKEzz1>r~O!1(QwfaC64Fe^}w(d@PhuQGfbmq)7 zW@wRm;Ip-*8LssD9RDMi4d2lMo>;{$)&a0lz&egmGJ@?(p9sr84G%=Zy_I6VF0qS}JeEe|y zR~wz^0=!O8?Cv{{efaWBcSh=qEhtF#JrTs6`HqpX0Y3);tM~3=*k{7S4VU~lOLL=%?DqX^X7o=@EZG>v#{|qiSx{f zZOg&yu4^b>RZ75E+|j4%N9zLV@*aaP43(zEA}HUH&lBxL`49!oZp1n<-`~UPJ||A) z$N#vYZu$y!uzW}hFIhjWmWj0uQrDjNarhQAnm}Lhc0>dnB)oUPx9eOgl8Q*=VZy)- zK+6KOdAM36ceqkG=25ywM*;e3L4AFFQ4tN~5}+h>b#xRa-FLObmHB{ID*HoVlFMae zv})6OfdFJY)a4+|v$S)iv)+S4{E1EBfy=O@qx`t|yS*B87L)hA9!d_WSc6#&3MZnpIR9h`1<~|hBJZe!3z*#WBX@#0fY{K;=3JNgz@rutC3*< zY7{`l^a3s@V8)r4m{6A;HKAIogCC;bYAGJb{h`hENOQ9kDp#gPq9rv&QY*wYO?1XW zwA<6(cSbgWa0I8Cy)?fZ<`~%8#2wd3lbIZJzr)@@*KwxI}>sy1Ro- zT!8#WeB9@6P_y^gEPOT)Cuz0}p4kI=1+ z4R&yjLnLv1KtH#**wWC@a2CCm{D$lXv>wEZ&yNNe8TFcj3<~Bwn2;wYCO`}I9>6Ql z`|~Spd9(f22zhg-N2J`u!vu{Cuhq5)P#!TFi969TYClP%_~teNG@Hk+*U$5ja>G9MxrGsvjAXk0rO~sA}7KhkDA?TjujNuJtQ9Q z`eI%Heh{E_LK`|3(oN8dB()SkpXB=z0nl+hi+rz0JheR_^!yBx;n#V zvDkY6C;$Vs8g_+%GajmPOOGBD`cCLTCym@l9S@#5m(0TWWo-O+xhiE+3F2^^sYRe= zM!YgLI6!SU$H`3(xYWU@^{uLJd%8`~(!^b-^48wiEvKETbnXk)FWG5o<&-yAzXT~> zMZ9)#e;*9LiBnK<0InUH6w`GVrzXfdg~31mIi%K?Ou4h_5fq%bx(p8<-`+hl{6zCH&L9tGgSt&L(?$ z5aCP!7OcMI4c`_3?~_E(!?NC&6d21o%F5&TZnli)?fanN2Ixkhg`685Jt{A70|<%^ z!`On<^$p_hkP3BgLK$0Ee!AY+n-mtGFY1sQKI+D**Cj znu-s?tp!o|+%Wm_$NH32+oy~D+eEIZ4lH`k}_CI?hN?vjLnDO z@vo(|b(tX9*7ZlAA+Fg6Jw`y%>ges=nzv~KmDQf}6w1y8I?C+;1BuuZmx-KjN?licO2|^4L7`*^Z%T;jcf)1*( zc>>o%QqRK<&=ozbKgZI>DBQ=#$9EYJn?;$JyuzIVQ4o@desU4Dio#sBa)y$6hZ;fW z$EVzffm@vQ8D5gjeWEn5b17-%hEakSLA8&}0_H`|{I=eHe_B~Y`OmJZ5@_8oj+gAI z(r!jBYbC@wM%DX#&{ri52m7IFvJ|D?8oO+8`W(NF1BBv#t}=etkCo{V_mh{Gdtd=& zc+tds(5&K znR)jU1a1RX?t8(Y^M*#ut#VV0N%4B+%*cU^jBI7dfXj;uxMW;mszJC(vSc29cx^`G zr){o)f%+&=0@6iM-pPQ)qB}7s$hIZsK(NhJfe(XbBx!OoU`e+A9RDmksYHv?VXLF|sOxB9GJ-A30GyKFu|WEWdQQ%(5Yi!s2Rx zs@n~KTxP!C#9zlKeu;>Pr~)9g%5e^k=8k~1wkj6-v{bXYyR#Ec#0!up>)!+s?5?k$ ztS9J$JG`fh=f&l%U!=Yd73X`u1V=o8CEs7qiR4cPhdxjyRO-IZwtoBe7~~%x(3b+8 zDj_~Kb!t96_vT-A`oJ>QO&DJ5(g-vb3q!!I*h8NmK9g-uVxDam;wT|xao zUt=Bm*)2zk3)6{p?*m2<--BuPD92E1#u!J22%`=Yl?2bQw3KidqdQ&)Gn&J9neS2P z^T==?JKNndq#1D0@$%AAl~?4SDA})1(Q+*FV7wY;e`~0&$gxE5zP$MdcHMVR=ytD64EKvZ8ykPa}andu!b; zY8`IWqy3DE^Mt=)h?01Fu?JH4u}OnZtd3Y@ojpga$wW%tD-*TaNXjTPN2mw)`5uL9 z-kQCpq-LYO?F_u$(P;07lTGD>Mp2oir<{65Bcb1)#_%srP`a*n;QcCo?&U5-uV40S zU-UmS7I^KWN<07$D+JaBu-=O_7KKtD*2Xao zX;VE(Pm{is1?N(vg}LI7w%{(hbIyc4Z?kvRYaDM_G`1eB9G*9f=(nuGGk7&0*y@zu@*E2VkI(+2b2MFJ%_!eqm*^U0$a8#~ZZx{N}1|Y3zSM65-@ADrO9t}6F)5)z^y$-QUY19XQ z^lNQ}48#|TQJzme)O|^cuP`OprmDv;0yf1<<3Y!YD@5JEpCY8z)&hF#@5eqNSoj5d8~Fj#db^SPMiI zTX&=)QvI-VHqJ#SXCr!2f-AXCPhoDdIQn)i&6z!mx23AKQa4+H+R1xH8W+SVg1_R_ z{b!RK#k?<9xL2U45RUGq~?WWawb2 z9Ep!vMpI=dyli}G8s#@?YoI?qqE&{)yU_h%f{dedbZch{g^`tDkdk{1bGG%`7ZK9$ z9@YoEB^rcFs1U_DHr%As&^3F~&G}$Oqv{RuU>U zU(nH=8Mqtz**L7-8?|qw!3K>;Pl|i2^Bwtgh73PWT@*15&Sy+UJ|gy=FI5mmT{>mf z8fhs4Zo?3Q2+>dPI5Qva3H!v z{Qq5Qg+vJIw)iwMs+&S=!n*V0Vs%14Ab_Mi_pY#6D28FlTnk-d$9;aPHn2Z$QxJxJPzHN!*@;+rrfk5PAQ|5({$ci3pds#)8_{R|X zn3p4C5w)D z{b4%odFV_1Cdw%igk$RsmqEJnqfJr|SLGP)m!w_-Nz(`qR_=Vn2i@49>Ignp?~DJ!wWGF7b)Seqgae>uAqf4Z?$h_5Ept?SV27~!2%MQ`h? z+sjj?c*l!(+9E!3QJDGz!k$$V=qpGE*e(CFBEC?^8%8rx(6h0ms;la~OhCeK^hec? z4()p`n-ul#2|qr@k`7=|C_F`k*J*GIo^f69MymHCd)3hDOQ+&^N|F78q`ci1x7QVC zTC>6wVK*I_A+`_c>9GTq$fQ)xaFoHO%Z3D15w2=z_z#cMq4y3Mf?H_4&7#;Xji~;z z&vnC;TGk5F8z2^6QF^h%1hWgxo;=)~*he1H_qy)hX`;}pc$`$1Rw8KecIpLwPNnAi zV6hd)flT$Z&NhCxPBzX1RK~?|4p#c6_ly`c$Gt&+h*wmoOiEd~mCa;Rj9q6My4jK0 zWQlzz6fe{537(({ebZwJc=eX2&)NG%yy1v+jL-Ylp^9^~&t;{T<wKrY3CB!o0Ia>hWqL*_YcMzn`y;@`0A4I)? zC8%IWpPrsPFq4b_|0M-k5=z5|@(Epg^AAtGV3V&xYeey!GeNB{0d{MRC-w2Z3yv6S z)t@LWb&OF5`T0 z>+XdgymoJH=N4UNy~h(*#u$$156R&7GHUlKbNP(Qp(XC{JD$?4@`>9}=RD**$e1h_ zT@quSE~jopRo0{&p4}FR5HjxG0xNhHrc>ZQl{Y>U)q*rphi>0PZ`ctS)0~`xZ0nf< zwbY3EiyPh-nf%8wfyd$f{r>xy@2>iZLoj{Il<_C~QI+w2!tV&1ioIZdqm> z%@()mOQ>>u$1uFZDO=uZ^Rm1ajZ`R}yqJh@k528bc{yH)-MqoEIzvi7pf&kNwX~%r*l*IeCcrjhrO$r5-+- z9`dC+4OT0WTa@xFQ>kUb1gTxrV`$PFE~Uf&^whsL^&4l5L&zsrrZ?srR1N<+qOjYj z6ww4$3EO-@YfKIF;%0=$d7>g11^6q+U|HG`W=egH5_z^dDS#ft3?^DNd)-8kUX8kn zjn(boSpVHfso01d=YT&G?Bv0*-ObufQb*C6Q(v2!rYGOkIoII&Ul#gb;(=1rujSdh zJ9gr4i&fY-hiyhxUpqI%fNxK+*82zt-d#!-xCVjC53dX$aw0bvRPVRsdu2A12f|uFgIsmv~$zg3q zCGD}w%?x#0SQm8|FowDgd*d4@Ji|NDC=4Y4L_hPa#>VjO&{mr2Nfb*Kn>7QbScLK8 zxOZpj|05cFv4iorPKegw=_`pf(8^iJ6LvZ?qKpSO$9ZitzwGHKX^?jwcEPLKo2s9W z61h8FBmHV?7Sfz0r?y1hTWl~@ttU%j8$@Tjb~xooWnG*pX-B1z9Z2#JM!$d^ZUiPo zJJX&bT%Uoi5&u<~)($$`GKrm6W3ZTn9#_W>|2osryv}xM%;xvjG$r-x!)o zY7`lI9Z*8{t1f$TP~+4|;;7^!p-|mh)fcD}>p$m3;m<&KZw0VcRy3w%mxJR96YZRmzCA7u9Sem(x7f7;>6@KI zL^zzgzP^TgFe_cabwPBS*6ZB$K~X?RS6NzVu}UWFzF1E9!zZkzr-bt>nT_MqiF_|t zuH(%?G=6^6k7}{C7Z`($72LO#im()X_nW_hrdlv^s{}05k%mq4zH25QS6VGr>&%QL zKC(4iZRe<0Z^uR{TV7dpCw(&}R#;(q;hpX||Bndr7GkZ^o`Xn&?W*+;gjd1F3H@mP z9oPHy(hXbC^*dSI&cgF;Bmz&u^WKRh8ENd0|~WM9^Li&b&aMFC0cv$B1M@Uww-Mu%OWcrc9Yj(%u<1XF zrw~Rxwt)8HEPZl*QsWsC{bLuMOPX=)FAJ7Y@4Ey?@_2&lE-Fm_*#;QdMg&3JENgt8 zMRK=Hogs+UsbHk+2t4;nj;rKm;WE33r)#qw-^qek7ph)*qC>#1w^A@viHHRGyw(4{)J=G@xZ@b$)XZ}J%xJ3g*fC=j*|mh-tlTEAjlI5}oXhx)Cx zXF~ywuiRjYu5`uicoRmV4pydGOn9c^Gzg%Sv_~&Fq7ShDX%+hGWpRNLywKYkxdOMEFXo@?O$k%@GzT)$={Q^m=5 zq#k8@3QX*4#px9(F(B)Th=AqTfKq=u|2{Ph21Wd(2}9eo1hvyFtYw|q&JDJ&rKg;w z2L1Ria{*yRwAdPPa(*(J!p9Qn#2ooj(P>l4#JpgkH8RK&tqm9(Xno1~aHo6+)~MpP z&x}=?a5*?U+`!58C3{e)L4U!u6{oe9t+X01u^BDh#+q+TVS}Si7h$#D8E}z^kYAxs zhBt;Q7Gw=Ki(PQY|94g!`)Ow=Fu2Ghx2WzEbRG3m?n!cLdIVNw7v)pt(~~u^{8sCx zv7|v834YA%?3^V)0)Dv&JHYapBdL=-+<89PhLTpsNi+CX$UUP!RSp__UV+1aB|4Um z@p;;H1VVaA6lHXlMr*AHUJYMH9?^UHNNN-H`*_cVN@&+4uK^oKZrzKscZPkG>ife_ z_32-~Yv6wwJxZF{=m^>?iKOSMKIymJmSnc zJb3rH=nHf`CSGRU$A6>q7T689sSc-5co?30bBGepMk%dhs+Y~4?$t8iYOr+kZVtCq z{8pM?C$7q_6IW)_;=!p(0e9dLNbprFcd^LXB44(6ipmHlRi5lD(M1)$1iWV#XZMx* zZ7pK$@A5rAqt8lWlezJjWI848sokl&{*6iSm}XWJUlmu?kGVfHr5jVrab>a=v|&bf z6yl|Quu)@DLyOSO?`WK_+X@fx0xvR-=(Wi6vvF<6$IiLB7AIx&3Kmi;!kO4ImOPH4 zDs$VX!?L%|x@EiI*d5iy`*$*u_0a9PK1uAv@$)j8z|kxIIeI%@DP#_OQV)`Zn2Mf? zkE@S`mW8xoq+ZhI-}u!EsET{q7sJ#+AIUd!3g^R+K13QrHTp>H&qg*ss(&BxU(s|{ zc3i&fNOdxFx?T3?42h_5sKI%_8EG!#a&gDcOGH7%mGKGM?QkKU*!E1*C)!R2cg9>M zaD8CwynhY07TMnxAH&~xW;#QZPMW_H&6Uol+YN84No(Ag{21dib_;wKD~tzUUv#Uf zoGuZXg)5G%+icv=GICBp8$KzZ0e*>^oZ%fYT9Gm-MoAD4RHf3wGP$`WD(n31BKl4E z?8;2eNv;>QSA|2xO7$619^umOI(vyZ)KYnxQGrpaM5+UH#~U!mTCmz-@C1DsxZf

3G`xdualY+mhkr(I!qjDiz1-pwy zESiFW#bKP`mnaxLQLL}X6WU8%uA874TuWtKljhnMo)H#XfxcM7Exv=2Y1T{+wk3Bd#$ROSTxVHjFM3vXib*q$t}!z4%2dg4xvDT+9DHn#WkTqg-tcFup|pG0H5?h|Fj zLa8xMsyH14(Zv_%Dw^f)+n<`)be+su>%+3Pa&lI(2oAK>dQ!OIH{xfRTfl;7@j@ZD33`a#rlL1>%V^kl;lk zy;gn=+{u&L;Rzne1kd0u;zO8kfpQ+!Ihmv!f|r+IWKTWgdqT2H*trSoDxV4Y+m`Z- z>HS<%qXzp7PWVa?YLaTPVnUfsIB@Vhk(!oc3)y*tw6zOHpmp3Oc5C38tk+wJxCN%RlFWL&vr=|mKa$qZn)wB%% zGIE~97(TfW20PJg$Gp_~gYGois?|qV|5k7OTGNv$s7gUoPDj^F##um2UPnLIIr3q% zysp*XSb?tF{M&b$YVn`Dvp={Z#TL6SJl_;rttEEpt=Te`>Pe;z)Beuw)Iiqnkh3Xl z^?~=@A2rFYEmK*9umpshG_K!0>Obi}oFYu8ky2$tVSTtA*=wq9stvEhE6KCvMsh-; zn5OhQV~j~xBc)8Ll!6&o;w@98hO2_s61}MQQ$CjgdFSIp9COTjfQ?2@Uv3c0yl61*JlB0-g>Nwa**0R!vw?$B@Qx2(hl<7p&-1Do6zhW+hs8Vd1P0s(^ z`N`iZE(L-`oH~p4w9owLrTv0Q@_$e-lU{X27^d6`>uPmYHptB(X>HM2RUgz+t|c8? z9cEW&64DY#PDmk2AlpXT);P}(Zzfi&&!SE6->B{i@#pYQ(H1Mibina!FbwXTrxukU z3pGD!et{3ec@cmd8-In7`O{=|{()!g_#u%1LEde-y>1dT21c7j$VSL#U_ZCB&p5i+ zSGgSD2E_)^bqFBpx!OjIb>#TT5cOe7FIAU2RUKTEF63c^lKg_<5AG zLC+HTdzHP`PZTU%Z^tO5S)PPCF9;%ke?*y!uS8_-*8KibDy7ntbDp$pbeh3E{OkQ< za4he%-Em#%G-5SKFgSz*_8&<7A6#m8Q6&T&b2@<6kJLMK1RzsJ2da8RXk^fe;*wT# zGUm_+D9T&`*{tF)T0S+-x%lLCZ?26hxB3D37OGRHBe1Kb*kC2TQbq5xe$q7mPw9x# zZJ~6Ca}K&|yL1IS1OFiWW^9DETG;82%`0c~W!0OlQBbN}kC41=ZYda4+RvRwkk8-&X{q3?@ zIUgTRUmU2^A*l8G@rfRIYe+K<>NhW1xt?YHge@$BW%dWd)(EEdHwiQ_#( z!3!u0H@%0D#FI$ryfjV=k+IldV|p;&h+#G;X8NLxo)fZ3hYay@_r7B=I2_I6psGPVd!MKt#kf5;m(TG91!7Z};cvO$xNr5kw|P&j$U`aQvUuc4DOm*g4- z-rsrS(PO0OXxdWly1^J)pFV0cAb&xmob$=RUJOXlS-%B>zh z2?1v|7b$$?E8TD9ZqCZeMAyuM;(H!@x(;4!ptTP&_Fm~Ow;zQZMMg*NZ0sOO!01D$oL(}( zhm`%XySuc-l-|~({O?R7EyYC?rxLd2qUH zENx5MQO2r+#S9rF7i9%e57%R$;}5Db6y>BLlz&ASDtJ zMt9Xj9I^s3In*14XQ%Pb^^%&nL5M2eDrD_s?mF($^k`!EY!riR10jpSN+nbs7#%=x zY11^h@H{=nDDc07u5Y$)dta2QiyZ+153ojDRCch`%1E8&Zx+KnVZk>&RVip+@PFfd zc~+s`o9qOe(LAqv~=BCQ|A>B#_~^bhX@=-abpT(=p~Ppyh1Na_31XYgisINg*s z_|LUEGqOS03$Uja&z1l}k3Q`K7?HD)^P2g(R-wJ6_(#cuh8HMhCB)QqY%G7My9(C^ zbLVzFrkzO)`ZJAvLGG`11KZxkFJP{X)5qS=yz+H<%}N#-hW@iQNY=bi zfGXB#&{}hlu|-`i`C|r%N_z)O>p~nVmMB`?-`07+?zT-7)w41rG!BzIlN8jJsADPX zd&l!~H^Tv?1#m@jy7+l9FMbqdj;UxtTB{irgy?lVoB3~;Y*r_8U56w|MF2G>u_#8_ zQtky+;Qh3X5x_mTUOG0~ zIYKDQR!zm&&Wm3mKvjue0WH9BrnK_S8h-}q&y|gaYh_MKr^Z(K8&0*rn~Y`{@&^NYD}JSB(CL? z;2fo!GP^{P$lrU$>|-+u)D{pR(Dkw7lu77z(2bdE-P_wtGczW_EO!;7>h$I(6K@qq7n7^;Qcx+@H3P>1 z2Sne_Q+g_gl^28Ih3v{i`Ea0g2Z>3rOkxzk%s}#In{|KGzsOJp)n40U9hR5_0-A~ z0G@dVd28|*^aP~14pl8j=w;C{pWXxA~hFDf-0>A_d_qAjaCW)8=W9!_q^5Uc7~ziKpA(b2NHNj6Q z9v7vV4O*KDlsWV}%xdmsb8GXyvMj$7unUKaQ?f-Jcy0V8B)?7m!jHDl22)2=Bn&;A zdh{=@sz+t!-LnNyGA~?5mIjaHWyGuGe>fEWkdLLCB>p%&*dm%xySL@bRwnQ}-Mh38 zbeY%!=QgEmaGZe8dXVX3hbMt<2US_BqcxgnjWhswqcOLZdxTOf;!v)gtwiZ8*;FO``P=(jfd149=id1@gv?5a6Ehy(f5maKI=;L% zsaTt)GLFSqXCeJ(Gx0VBl#6A(B%7^yT(b4gVQaTU%Io`Ft$* zN1azqGccoef~0uFR+PH?jsvKrqslFC6-V^7?h%uIskeJa;m<4FoN8vy!E_MSiZ37~ zjlp5-)PFfQWM0hEmPR<(Q*NzI?RmN1NVt1K&lBY11Z?vuSSdsn#X{$T9#x)ElI$8G z))4vBp(i;U0NxxEN%%1J;3fA)K;&XLGvEwMYHAa*>%lR_aBmJR3r_80@Va#*`Dhr( zp%>xncq9|jS?KP^dHM8O^)#B3;*IsO&UVt!9@%bZQK(Tkxu5CC;Lxe$5_+We%QmvG zeuin4d0FQyATuC-BYvb~gi9aaN{cHGzbejO22qxLk><|!mhrhRYxmLZzXA7zuDV4x zBCoxO9;*M<3_(2~abwNXSLiS>;~E`Cs3NpFD4+yQ-jK_}nAC>&gkGe5zNnJmu91Wh zE0l&hn1frP&_^PZ9VZqPv&nxB*1`#u@j?iCVES}|^^WB}DS~~dphm?vp$2;AVN=(! z?J}7ek^LpdX5*cD#?vGHyj`3pA$zORxD0l3Ho%8)GFf=#s70=^z9(Gs+=}rIZ!!hx zL*oRuC7La{1aJq1Tc;5&*h!Q2st!?kA?ek1} zNVv%6u-S+*)_$)04N&x=?|c+iNMAS0SHm`F;MaN>?uagFcVQY5 z8g5QU=GxU@-7suWwrneHqiLhzt$vlV&8_8LHg2nd)`!&QZHkx7P%K^mSj7jE_OtlzbN0$#!?*fh16r6vyOvI-m~5WU zmBQItRjmmYp-ego8~DmNK^CYA%xKPPMEbb#@OI%5vVn(a*maOn>{Yj4hpw2Sk!=0> z{Zm--NKVZ6IMFgbvQWAi4nM+=d7n5=Xn#mv(FAbe;Fj6+@ty$j4zS_n1@6VMCr0LC zUgy6VAgQ^QfMg%Wb8q*J!}tHim$y6LBQ!ctuQq6@$9&2H0q1OOZs;ZHO`8hqb1g`3 z;@qIHA%Ca%!C4=WORka^+SF}(iKkBS?x;jwfZJD)Cj+>BmOE7{jv{ApKUZu8J5q63 zuqd&(S$Yr0VKWRd41(KJyEzQk0u1yCej-`Da<$5T&O`pqvg~_p_eha58akFPWLYE; zVy5k%n})(Rhn0WdPyNyP%3Ro`nn0Lg==-F3|Ez+M5APJ^+_&6f&KG=q2lgg zwg6yCxE3|`ooI5NP~ z03=ZuY79vT=}1eEgAM5fq%vke$*w#v2CM1LZGVMgUuCa|n+CGtugi{~k8TF_cz4P< zw~j{}>`jaN3LXbMz`9BC%sU~pHBql%(WJAh z-3quc0LN+UNl_GnEk}&92n(?L4Z!XWMhw=Op%<`E_`UMP zgTw#tY*Ld_kiyJa%|1nA%t2177b|=C&d>b@+sfykqq8A)_#W`0GVy`YSgifX-SUXM z#|EzR^a=8V*Aldk+5t(1C+Y;#*AmUqQA7gAT96YhxaLA{C9)&??Y!qZ^2fX>u}>C? z!in#XbG@A?0Y~WbSodHy{wARLrBFUErL5^Mz21#gc!=3Q!$f_e1*Mp;EP^hE;L(fA z5Zxs<#M&|#EDC7s-}D?z=CbweL@JLiRW3kTD^8=HGeNs2dF(34*rTQ$C%i z&XCMj*^0D}`qZRQgo#8J^*~t_Q7g1EO=(rOr3PjSVMoqN5j-ElTjaH+vE!cVxJ)&8 z%yIK5SIqx6?_4{piQo}az}4mG47-~d%v&EZjXe~3?HfY6P%fKZ_77uW6|b&L3FS6> zQpu^g9|y2N2=DXzz%4dw{-*Ai<*hr3o?EM(=}vM&vT<(rdGmGNvbM zoE326KxgO7;P60sby<7~TLz0zi5z1Y-rK%|pX$Eu4(Jq|A2JC=fJ7cvyA+|0Qzi}m zi=ZuGbvQ>IhFuU;oDjy|S0I}qS`zCZ$zh&qZjEn^Qx5I(r8B)V>;EPoHA;z$;1z$a zWfn35tT#>tvNV!2o{BS}s^?&(H?rYtzi&1Tp<&9A47`&mdCLppwN3zKsr;n}dIKWh z9Kwoyc|#!JPjmb9v;u5fB-rl-~NCfIXq&YOGnfbkq_v z3}YqbkvJx6l?l)q6!G)ET3t~B2VP{II>5%UGKSrxeb+-%XCnoz;_9e>Jd}>44&l1T zr`H=KP9%!o6n;OE3kcUzT5JKRY)G_Dk7onltO(bF`eTV^%*^k_cgcywj8I1eN|%dd z^!lZcE_Vw2kT9+`?0$qTFWDtLgRO(KCRW@8HUNPm+e4X<-qP+$c~>{c7NI5|s5-V) z4xm<}w$iqSJa}A~^T~pz2ZoM@hIUN$o%XxtDNpFA_mfm_RR9`(`h4m)y!y>ro2pT3 z194HN2(<_58`FUE<&axkr=CSpOIaN)4RdM2YVqQmj{tsD;r~!y%+d%2Uc`J*AN>SP z)*mUtuM;0S7q3{kH(7)WEgu{Xyit2%7~3#Am@rrhvA*ibogCmgFR1R)z4)w4(p+UZ zNSj_yXlp-}P{T$qxaOrmu^VRcX3pMB&X!qi0W`AZ=Xay#ytr!3H$S>-aL1al%r=`8 z+1;vxOK}dfXvrV<;%w9#PACe7i_*@WMVwpH+lT1I1uIf> zmLRA~?|h(n+@W>mDDt(V#uo72|7*o=K?k2M!OHNUzkApq4YU}JAI47vLP)YdtMjr` zs4X$D;6w(RhkEb?D3zh01z!<7`K2g@w}TLSLek#TsDG$ncUpbluHr@f%G$<;7dsCq zaEEQf?wR@SfnOpHBgM5L1j!7qi{U?4ZCp;P2Mbc;erxUrSjHA75{lunxDFN|c%=zoI!GjI=hrD=osh zTh#wW%|%K(HFriRTpm)FuMny7OU_Q97hfI zj4pWY(>qM29jEd2r(PvN-Z8f(PELN4bII}c=9?d3^?pwp6FDElXjE_5Xy%s>mlamg z&R^vH+1Qul49>ae6ydIzq+Q-W-3a|UHigXd4PgMQss-W_vgoBolWlE0W2fiQE-&?V zmU)iVb;*XR9*PbkPB9l)AGi1~LTQv!_Wl_nic}j!+6EFm+dn(KFg&cOb*yoR$dt?l z+EhT}Rb@t#uIS*_p{A)xkU)h{q&RzxuG2I3XyB>s#)Y<3kI8p=bO~Nv%8e7Sy`gq= zP+ASlZ)f`BB7l4ZAX78g0PD~W{;+fq1C^IrIDN!y^+5cPydo-eEES7mlDuz#ZQ|bZ z=6ViB0@{gep^p=Vla{!tGO&866K`(+>JaGNlI#bSc zuUNIyd*+BVB&c`bH=#nG3wj$kd-WrIHzHjobJgk13f7W^$M!{&?D?gbl_c*=723fx z&QY>^h2m?M*9`oJz(y^~Db5Lfug)!lU4E=$?kPGI4R^nW^XpWAi>v4x!*>2@n}bPn zfj8hK^$hpHQdGG+_IxL$cuzo+_~45BY}xaxFXk+sf_v6fZ{+cw&2sfEAWKMcqEA(~ zVE)OdF$kl9BH1~A@%DiAA;~!`-K~Z`PBCw)r2g5Iq}2dy?xI$+S zm3Z7SsX0y6ULaG&^aAbwTPhfZm+^gdC{huhLj{tvo7AKKR|$uJ8z3Zu^c0u0KATCF z=Xw;nZ{}>m(G8yW$F9V}s38B-^@>;nwC>~qhiT$%n3~B zZ_N$P_UjFIKBXVX@E9@wtTFyW*7X6Z;tVoHLxOIA1#CzwnGHBfq}5Q!V;F$caCY<9 zlfOhdM&EEQGy@Ni%Ta*thaNtcAcb3nNn6Pp)iM4=W@=Nw;{Y)n_U8+j;LV^BtIsabDXaXd@qwdg0DsgQg3Z4Qiu zxua^QdK*YOlbWm#S~y!?867hG=-<(}rTu}q1H_CM8v3EuwitHx&$Tvp(76hQ>?O_~sgjEnDvK^s3Dhl>g$o~e+BIh;_jT~*U;}zw^8D3O zPe9Z8GBcsD99fnOvI26+*FKqR+TZ4&ugXr}%bO3w%(r`fj5YI&5CTq4BnfEUDmZ8* z(6qp7KI6JGbtsdmT5Nws$7xqARXat{Y}fyD9~~o~KhJ(`oY>Z2-SK21TNm>;KGb*3 z)KoE9+cYz(bj17&ji%1yjfQvqUtD%p%j9lbKSX%_MIj_xH!xJ>q$)VU4u{%lX^3ie z1Q<|JCQUN?1~_MgP57C2W2yHkD(~?k5Yy)HV7@ z;tz&H8ex1S4G#Nsxb2-h^)CeqJwkAV?7VKzK)dJixauHeLg#Cj6}N2v}^bM zw$Z)BA&;qRH1`=TLZXnpKm7%}JR9gZp_eH9LNOM$mj-ZShF0TtSNdpEo>Y!kC33DAHP5}K z{J9<};qb*TC~W_-6F1mOdp9xLF~t@CpxzF7uJl<)<%kl={jm{{ccI`0^vsH&jF}|S zHG+TpMbhRC<((aagDZ`l+Pj1izpLc-!j@iL9AQS&-`;RWQMl@J*JHH(4jh~_| zR7UB&Skn$%_bW7M7|R}kj{RrpAZYzk!LvhmV0>3cpCHP2zq>&^H~uNRd;Tm0Oy%W(FMe0tnW7M3$5KFFrWc6-n`{r ze3WJiSg$OTMHqT-*oCUx(Og523G2~*0;Z4W+{D|X*~DU;BZvLZIdT_!XiZu8G&WMB z5S1bfyGOt+h9|``z%m`H0sIEl{)&K%0Be$oubY`QZ-aA$F~$VF>Y2U-_c%>Fy7*so z2s36t@ynSSQ#$h9m1daiuA?m?7I6?C5b{E=IpE0~m!ED9Vzm;Qwk|)up~8mt`iBbI z+FtaA_FM=9o;fho_D@sOMEz~KvUjaQX?p`B|I4t4y;n;W1}u&pen%mKGX`Sf4zs)r z1T~^)b0+01;`EuF{I^)IYsS6~f6bb>Jlx|t(oHOWW&}5Zh96~f3wPp5rJlB?EO>|v z>rU*h$5Cg?HrPNjO73q_*J{k-a3~n=ACGW&!{za__V-}VivrvB)S4&R1=q~855o(d zwX~r|zW0>2hjy(^&kK*mq&Kg)e{zCwK0 zsA+0bSu}L^p{yL*zEL00;N7}CFXOAqxS7|L{o_=+3TKC;u3K16qmsCkvGJ%JTw%GD#p_1$D; z4>kx^px;oj&6#RA*ROr^NcwSNAf&Qb`D%~`KjXbXc5Wz@#{^D)q^-<-^g6kmyfOs2 zCZ+!2^Mkmw20|H=&HP4y9Gn!gV(Fx?ND*dFPu`D*vf$Z0XQn#03UcQnLhCyg@# z7O|Z-P_MlzvNmE?3dF=oQ;58O@5x1h&x4ZK#jGw_n$ZfGFy!yNyuzqvGf_p?ze=sg z`+-+%CMD8H3Ms`+66qSt*jkj_i5i`+Y=lLR>7PH%Lmv7(w~r{?jiLk{`AsFzSEa1& z*-C%G8?K0;v65u4eF;={N$qNqDSZl@b@)Zj8%MDsRI~w7Z+_N&nn{0cUTjukup0oG zM27)%JrV-J>iocOBE5uMR1hamk1GIRZ3SFva6{3H0! z;@nGtZLfUW;B;d-jJMO#hhNd_6JiGgzhn9J%HNgM7#sqWzMwV}mh;fn zVT__rcP$>dDlxd;7fuc(%G=K53hV0 z@GR6BA($Kqzw6$azqq#BfGIhLnxtV|=ZZT<7C?;}sKa2Xf^EGn+S>CIjmGnd&ch(% zT3_OntmRf-bbUZ9pr73>VWQSofGwuZH|x*)DF+7I%Q)kR+Tf60&h5)8>V@r*4p}#* zPs;$W6sBjogiaXtB{fCwnq{-D*nc$hk+>6iqr zPnjR1pY~&{V<135{^rRhChnkqw|dg>TgnLLUW{L)AJ^hy@Z2aH)9Bjs>rk34GyuM; zm^?Vzn=aC4Hs9MkUhq;f59h}|Z)6Gb)<@$co&uZd`|~G{hy%JT1I++J9|CW0?W{Q) zD%)?L8_pGvmJ3+^!^6Pgn|m-IG~MfD&ZQu0M6=Yjjo1R+tbl}9QAatiT0c-Rz3kkz zCt5hY$C6Di+chdePL}wLqSp4?ELcd$Jy-N-Gf#JLHY7@K`oopgX$0>UU7(Wp){5g z&sKx3K8whH#FjW4nQ}$bck#A_ z>F4WZT(%fv&^)Bn+vUrCO@mY89@hRL`e9;2ax%4)1{`K}@NeRAFrrQk#~X+J{aNEe zQb`gd4E&YRmDb>DV_s+PuT)kN@9|H|H-&|AFhno}?|j>yoo`#Cyy+LKRZp6sLcTV5 z^>%zX{tmlTyX5&YX>p8(HVbR9Yq1zll#EC)&8Z#kFph)t&lOS2xQ+YP+zL)R@mr`k z&!mDvzFUw7tcMDkRKaj_qZ$RYXeGgSD<0-Cb@h!H3*HI3`c*yv?`XUuG8s#9ZYx6H#;Gl2y!fAH2uvF zGKdVz`8ef(LORYDx>Mbq!tA@6i0uc-|Zb%jFuQ^Kbe?J z2$OO!`$8av=6Cmif|rOU@}H#qht*KkDhkUsB{##zRKmRvsKNHG=C52&&&gTHzkCat zTbbj~TwCvHJu_kZ!{Oysu48GhQN_Yxf(6T1m3t%84$4aVPXuEuHFQI$q$!=9%{$L$ zCmBu5UA{X#PnnF_hj5DtFYxsQJx`MEEs~dd%j9nF#ZBLeT($91&8uO{EUV~{jkiEo z8s`k3yO6eCV@=GbtH03&s8O|9>RW08TQdit*EW{cwaUL=Yu!p$b4e|^$I$T0p%6}# ztpg?G71MXXcw)$Gg?*4xkMC6BZlOpiWsQ!%&k92NVEA5Jd@RR=RGIS7YiKGm%2G)8|KV*22*DV82hr)Jp5eP~TgdR9HJvhAOT^0Had2B<>j{z#%fddzLwhmdjj zR%$c2TcSs(8njNQ<&)m|>T;YctZ$`{)+k|F=iSHeh@3UZG;uC9_catJyot#eD3%Lcep%1!T1{!k)*dUA0U|U;mH@H!cN!bU5aE3ji!BvShlED$ zuLf9oJj*2>?Y-P9_yG9Dl8W`RX4ukSdjoq;5*{{=^vy}yMU;Ck_B6^Eemham0|%K0 zvdq*n$M*M+JOdwN#jy0Mz&>FO4eYE*_OA$UgmuWqL&3EkTNaOP=ys}utU=FK>Tkn0 zjJaMVIck4^J7@FcUksFqijT0+3vK2x3{i+xCxQE(S{6 z(dHZ%j-NjxVAU;bpJJ3Kq;=v?>D5Ta(Y_-@trHZ8w4l zhW-MbHZjY|0_%-|oGy1G*gP2;(*DWc|ET%ZFp15B=Jzyegw=Ogr50<4Tyt{lAyNH# zILHx+LeeE_$f|R;d&it^wKuiU_O*CADPAc*;R-ZaK8#MqlaxM{kjN}Y^8q2YJ2svmo+N@~xu6A8 z1KX|Q+*sCfFgy-ZvR?Aq>H5U@XkKikGNaNL+j8nWa4XUg7cxmfCKHYbE$uO>A+5}l z@>#0mG0}#vRy6DKtY8DOd&gqLK&jlA$>qp(+m*K*K_3Re*wjzV4hNO{1^}L`CCood;=l6;5lf^@PZ-;bH7{gKv8r zL!uKj-i1|U=a_Qys&J><(T}(LmK*BI(D$r3`=MLgnKOBJh2~d|@h;|Y#kMY!{!P}p zspvba5V29KUG{nZ(afFZ=k#)cwrZ(i40bGg26vr5%AQxkh_k_6WhNa zOx0^)le%G$Y$KuphW|%-o?><)L_Jh1MIaaVfTyXPklgQzSFeL|l~xcq8O9?ZK3dn* zyme69r~jdipj1$Z<@}}|wh_8@%k502QMx`|H)}CFhQbv-b*f#gxX2I)%1hTqk<}Mt zNIaAm?ABgVMp)#)62qKb!%kQIuwjZ>UYJ8zs4xO3SANz}Bj==72jO+U>PQ?(##1cI z-}u`)GVrxgiAW~J(+$bS=l%>+@vk5aCs`_MLjUelwQa8JvRG4S{SEdTi>fZKiZ68@ zBXtC+OPZTt8li9f?P)+Zben_kLg#W-kv;Az^Q&99`OhwsE=7Gsoga(_&c8AJ(PDjL zB4KZJ`rR}EQL-mUAHL%ofgrs6&ZEw7DB?>ERoHEyuR0(Z;Y zsi>#J#y^r=$UdZszf|EpWdFWqw@evyG`<;U;Rcc!{J3?;anexBFtK0lY14;!T**E= z0_8UT#(mEALki?1Yn6G}+Fvs0so` zjy?%&-~Ooj;c3pe68Wl8l6pGwpytXYh5s!b$g*j@9*y$`Jzal>w_2Wr>GRT5eNuNr z2m)26v`xsDiH!2Tlc&1@yX{MjO}|Ze3hlboy7e$A&YNlL-D}rvWIbfTqarCq*aLAL zs&988hXaTch^;xMKhe)thc;NSSf7wgXDk&jHEA}v;v8SXI_;osqanPVIEp%2z*``z zWv~5YWOD}VgKSUMMSV|=RV_zoNf==0_wy;D+jIW@N)_vObs6emTPs1EvY)u9m(OqJ zM@TOsJbRQ`qhdPEs;F`s@$HD3&6L$P{U zE{{`r$l&ZS_w+bGZ4HlPpw|oVcpaz7s;09uKqr5JjxZ741a_CKd}`FHo`Nsb*(Pl4Mw_?28*8&kTTDR;@Za_f&)VZ3<2C5Z77Lo7Z{Eo}p_Qb= z6%p2l7#gYN7sc;VmE#1d5f*P7mV}buXHgBVDE$);&~?{}V-7Ht3@iAXg&=cL)xXKw zmVV@VWt~{ZI~2-pjk`j7cZPK_ppl01;`Tdhghi>B*0#fAy7^#{>!$xYe@fTvgHxeE z5ta~reCNcA5&Z{Y4)svX<(ZY8eK$Tqw4z=s*OV(9pTu1HHdX^#40^9bdgOi$H?77; z5>Lk*qCfe7xfp*5LtTgS3Hm@&I5llNg_XE3O?DJ<9HDGR*U#@iHd&IvVqRyJmS|eWl!J-{l4pDzNyxJACMDF0)^X1YL_~}3)oqeq) zN|R0h5rJ{#VOibR{n7HVfROKzkXcmG@l_IKs5qoGe3X|v*muXS%ya8V=KHFMhIq9>)-ogEqfO;6s6gpx#@ItLO7%9;#zhewO0G!^iZ1FePJ`AlvfineFr065_l@FKt=iy+{jj zjsfYL7XujVR;Epfz7xxuy4fMdaP39g{oRU#66VN>jr|8hlF)bE`?HxF@U=MiO|U`= z`V%y_dDp*pq60oPb(^vAM-w#V4J^XGS~mSyI5Umh2-Bd}z|+Tr2nD4k|Fc>dNgIi^ zQ63|ol9Libdj(W617bft_oukk@rDSex05utG#wsmp%LguEc0!tA#Vw2J%!Aktj_l{ z!$scs4(p*@!XluuiS&MJhNXl~`~2Gzr9vrA6T(nIAv5NuQ$Te^RH;ZoqzjoCgm0_@ zK04d+S$zea33-no3CI1}E^Y){oDv({c9qbp;U~7uw-0x)=3cvmqj$z``F;{Ky3`2u zuJ++OW<$tSpF1k8HP)ExBeQRnzA>#!bH(ckKC>`A6P{SvEW@&sPyIhir@Me!Gsr$^2?5)|tS%yRn<^%&?HP3yBqu)t`OkQ+e=-9;kn$D+g!zW&IUT!$Y zi$MB>tTAci6+isL4Mk!2iO`1%`3QFkH=FU54SJNoo&XP}9RJs#0omFKmA9?RT2mMD z6}BC1wY!MjkrB3^XOF&D#>?gYEenG`e-gP*qGaVCfwt>w)+#G z<_D$jflJS9n6Zf%y(~YHBxps5?c!P34~Ww178v!fzg)ZX>Uf#xqa%7Z5Mjlf%I-{F z#!)N(O4|RXkqYrs4_}mw+WL-_lZn`)8|tOJ@-?4zJcqJ*^%YU92%hfo@Ka$f_b;={ zVwGAWbEAca(pYJIQbQkmL^U_^^8c1u&&-z@Jq+ucoC6=cH6S? z$%XaUhV@{#MBtdnnbo9TnT&Z`**fn8~;1w%(JmFC>`{0tn$im3_^IhjSg zxOzA~X>LTC2w@2I2&vVr5zX|RB3Pm>*N=1fRgn2?7R?p0N)!YG;<54)0pnv*qB*Z6 z+h6XhvYyr315kr#UmJW!-a}uZO*Tra_oZ`r$-AxZJ+(<0k(mymZA-@re%ga96>z;; zllS-6fqF`(aPhX6X1)G~jBpu>($Uoib150!XBnTLD;Mzld6P{D%xjC<0%>?*m2rnxJAmcxv|+%?lh6ZYEhYuLV8Grr?j{mD;OGn!oXbqkB!hjv1< znZA!4{66U!BY938@$ZYKpo%n9Rlm#TjT|OM0NM3d*#i8j7sl`jEJhRH5fF4N387M2 z+3Jto3gf0m!09=oPP2#&6O+p+Yh<|>8V^|OO*i_y%pCovq^&nmWxt7G0kxbiXJ{*( z?SAZvO_MkY$2C^ZZUQ<9duPPQoip*#K?`Ew<@MJN9>A!wI<)@5sF-zwvdAs2d{<2F!kfxQ3|(sWN@|ED3O~4H z(x8u&qPM8A0vzUX;9( z5E;(*vQs}fIB{|(qW*?x|Fd%((v*2RQmI2%YuLsDYDW-Ds9D>CD~`0G$(|?cHhWP# zeu5gF3RY-DiKbPh_Bw~!=A}7seWZ}?k!>BLU*t`eoS2pYgp6OFn{GcZ0%MZ^8#a}T z(HI+-Exkl)ISS-z@D)PRaC$12oA0$ZnSy5FZz{+AOunc0zVgcfv zVSflS(KkIQ8D?L+2ATg6BdTLOVUydSzldm$3B+d>Rig=OU_bVQ`r>^gmM>>8dS8rx4az z+pUx|J!CzLioFwyq8GXoq!_8uravuRL!II7GlY^}`fJj1V=EfE5T`1ozMIR- zy?BK9o}V$$R`=otKr zH=!43IOp6qDaj^q+mFn?1(nr6rjF^6@8YNy(udHKzfWvL!qKWp(GKI+(`zYhRa&9t z4x@q#pCq&0w>%Fmmi*lPo8{T^)^=G5@YuXgsD{=9Lb7tduuBSrS%LTId8O)V12|Qf zd*OVKX^qGHvrvb1b76v;YdzLnHDc9QwW8HGwG5uvNLAULi({6@hn3Do@A#USmgte$ zi!>G{Ti4`VnP9j}5Uc8Y%{hJ;$?BtfR}I*>=p2y3HXPTBj9JpK!tF1qz_ zqCq43Uvb0SlC>3ZZ%e4AB^>*&()O%D$?$`ZU*x8HXk2&uSi3~?Lax}#aOTF zrP~<6W{zQ*i=!3%O4B%!I6dxrq+yQKI4Y*KE)sFD~VJ>UC}XJbc$M?hSNIljv?lO;?Syl;zresILxYD!FKrb>K@ zN%w~q5L)Yn>;`5LIW5~q+4JwKldItcm=)`$hL()sLZA->?CQu19FrPM(9ki;EuY$) z!c(=&`ZO!Mf}(rGkZE|*e%=V^9q}4T`z}Awt%ZlGviOBr^+0F+JV%l~Quk76;;K8D zTx!tpI|)EAbBia8CzT<=%!P@nc1m@+NWBPWdhf`PJpI}H3Bu5cpVxmH9H%XALK$}b z*;uKqqE}QB5|92Cxfr<_seInt%9^L9?y4G*GLT3@zTj8&#B4ZfWbbzO!`sPliJnwl z>L@WLW@PRRL_&>wF*%pavMhq4Jd!}2u@k)$Aqd{r-+HGC4mYtJ3X6)s^S)O}$0h$o zt^fKS8y#E-1hVR(B~YBaOFk(i9FYde(#Bg!QY4AhBtxa>;Vk&XosT1k^E?<>rt!WB zkJ1$Bk5_E{eiQ{c@@&)@7EBFVj$|!3uhMBI0Bk?!jm0Kaduc#o%@JQ0rqENT(pksj zA4$9wFcgf|o3K6lbYg2a$^*dzdN7d52BpnJ!>B8Opb7f%l{06Z)c0-xnj18SXe^iF zH?^{$!FkS@8tvkLFC+PQ6i{9kpckMCiAcuN6?KWv!EXNhY_LC#i^duaMq*X->b$bq zOoshi@GCLjz6Ud8p8@9WQlB&*h=o&8`GmAE=I9;>!kmMJn!1yzC9la-TJf|vX1Ni| zVY-iWS=Gw^*^oax^aNLT=v}bCa2PtND5w+_)a2Ab%O@E^H&CBSl3& z1$d&je2SMxuS~zxQADfG1LK--mE0;DAzr7Js?tYBL=+Yl9=bkQT#vW^uN3Ore^SVp*YiPYNn|<}PE~8% zqqZF)J|0h{QeknBct7?OFY$6Ft#toFMDF7fC3ubEG{^KD5H(*frX?z;k*v$2qI0P} zvx3iY-yTBmO;lUCUuh%3t<$ybcDh$`DQmgCbl>!io<;opjUUUs4``Nws^1xA1mYeV z4w@2L3|g;^6KeY?`C^88P*RZK%qP&!evq;wcPGfi5eL%5MEuPG-2u-y&nJsdD?{@w znN=_LY=zk2>yqir0zR$lf<&8Fg$DqUpOtRli>c$fqzd9D2lHe#b-!#wf?HFbm zjk=#Ywkp;~+Qn8Ko1Aw8l&p=%?`mY;oe6rMPi|Zr#+ntVBE@bgSlVx`fGCG#`X3VJ zqrK+R(hTTP5G3TSQy*=dU&r5NQ&prXDdpP5l3yfgJV>zVz5w(5`EZ`Y$ZTu{n|_qX&ol(Q@D{ z00g_hP&&ZWk~-8sn75dOLvtTLV(p2$G&U00%GKm)k22AIVrlJd!Hp+%`mx*5aPG9W zXzzcK*p*ntVF6TM?9cv{r7e@JASCaXU%5&qDn0U2sq73U)6It-kxsawIKlS=wLIh8 zpMKhP6BVN4kP7w);b^_aSHXdPI>X)X z1+El=ukw?or+M{E#8yS~hCC25oynpNyTY-ZdtbPvv~1L!WU3}Ywnc!^dMB5>gFd5r z`-AheBC6tk=ko7Cl&rt4iT~!vsAxs0HlHMN_OU7)hMvynW+G_P7>F>W?)cL#Q}UER zQyNbCg*%X)J%#PY^Na+FtTAfrSLq2SJqmYAx7o!ozRv);u{Z*BuNxYp`>C4f<&PNo z{9a239f*M`Zmz8QMapjkxi0gK(k@ix46hjN8O7!MY=`CI^QgF}g|LL)zvC-fXVK6X z*73bI-RldBL)cUs7S-QM-AkQOnhC+^#4%<3p3Ls#I)4bXO1_!wyOJ!rjlj4-|B;mz zj|-}egRIRgPz1D+t00E!IO?E74PNVdl6ii4GhkH9F_7@b9y+F3bcSq9CRb==0Zyqi zs{mET+QcVtY5G$!kD~PjRh<&YY88P^(SViPLWT6}LtP`L0EN&A6MWFX$NZ;_0j<%w z^V1)=hvbv1<&DehvUGL^FXa@wSkPS2BpyFUyB9c-&TL^k4lTDkc$Ys*2Igp8ogJDR z+q&6?R`l*4dezNf`cq})4VOZ5!s?eyO{@Q+mu{4f;EzDU4vFH1t4Wl$A&2s{;4=Fu zGoeCBCxt2n(Sp!nymG9wM4ijSmgi2yw&}MGd}+jh7NL$ zBq>u^)%hcELCBVC5^5Nv7`|<>=zOoTm)|B@U6Try!c?Y#$%o6ajH26Mn>hwP%hLt_ z(;ERcT+x>(`8Mbuei6}rI6DHhejOtna7L0FD!n;uoR)v^yg?i4%i=5E;it5xx7+rQ zFo*%m5@plsbt&3Lkmt?S3mb&1yKY6#<=+l#2>#KChnD}htN35%pMpB~aq{!4#r={f zGQfcvkA_rciA7aPFWg|I z{oK(Zk(N9l?A~gR$(0-cLm-w)21^cT4}hoIOzVbWco*fIaG&w^JH%VG+vt9!*NS}o zZ~Z#zyzp9mICq)|XgpPRfA7ED17}{C`?ab;f6Qy`+Ft+m?)(Du;HY@0cer=P7xt+1 zsKlbnK`$Y!w6f4suVvVGC$xq3U8Blq-ZyKe zef_5HJx7o7YXyz6qPl@as_}4lJ;AuNgwZedE&HCTmXpH6twUDsQN^}R^5FBR^TSiMOGKy;=3+eji1W`PCPDe4cn&?z=R z%XsFP;MwTJpnA~8^V6i{sGrSPl>=YUVqiNGGBHsL+FU)Co$fJDl| zzuB8G6lbMzim{`$I5yU#3&sg9r7V36IlPj|z3W-D17x9Zv4PyJv!^&3qc}{{h_RU6 z(Uk8Htyb|(!qp#6?&vAoC%@}q=;DYX>xI75kH)bPvkccUwCbvinu=p#EgFXrJ(NA? z3)VJcc&e(|SfVhz2vPfp@M|J1EG3v!_?j|xu14~|r5rw%5}biV9ax;$?(l^~nNaNk_Kf-K1vTmR#C54&&6dTEW-HP*<6`FHGs z;MS~!JCL6;uZ-+4Eif-~woQb3hfh=4P9_DB0>pQ4T7r%ui)IY;+xGUU-Mu7FW87ll zk?!W0Cx_2!H`W9~V}nWgd|&E!pcPKwmwlCdpV6O2g!#RM?;n4DmkFo{n90y>!tmRe zp3ngs5@zrwTVFz)MxvLxx2G+_@A`f&9#?@GjL8z%yV+gKaZ@d&z$Vg3DlX-fQr9T` zyQ{D?bRX2e^}n+Wor-_?fEI&Xi(K>KxARRqtsKwMCafaJp(s$IX7%@X*x8@lWo}+VYd`L;FsSkfg#*dh70CcC-d};CkpW5x?&V@8J>Y z7P^Z;c#EUZvFC2p=xMP1hgAOcyP}=-y)$irvSH);J_d5qVnkZ_1w&wHr%ZTx3ty1sr_aq}P zE#I8{IG&(STKP^~>Sq+|eoT1h`?y^%0gzmpg-vSnl2;rIS*2-Te;)dS`*kdQEH<7r zve%iqS>F9@A#xHq@#SoX^zY<}+PL{7sv-uNxG8L=zWx40QlcoClrXn|kSuDUILJ1i9^lAHooqG0pFX()_HR$Nhh% zLi6aXRJ*or3_i1T>mqsK;G|>8S)Oi}@$eCfaZ_pOHN+K{e*6#Hg!%HJ8PCa~GZB?~ zn0nNGzHCUPmC5f$?atTd&*PF$7X0!O%=~<*OK%YIL;YpI$WB_?-zBQevUUC8N`gW1 z&4gve*Y)Asx3(_IZb6T$&AWr01Zb(Ywug+zn>OE<6_&mWF_7#GeftsMag|%rm5q*S z_HluxE(L-Ku9{C*nPn$}ZB;wlBr3QQa9)IAgyMwrx!z8#WfjkmKHt*}P=$n@vv1zZ z_znDol;MHrp;GW08 zJ?s9xXC!&$FU8D>q2t^9tco`Xu^2~3DydnC`m|GQ5A=N3xMzUF?=G+wW7XlQ6`B;j-H0)q$R(ZSUEqh#rq^H+G5 zj*je-h)7817Z);42|9J3)*7K2s+Q4{5)%?&&cFJ2dwa)_2<@-0cPQA|*~tnB3JS8Z zof(KVxoV~pLoK5l2s_8xi#YFmSs<>1eugJf;QuUyBJ;?kBsa|XA8$M5lt-Q`pV(2q z*}bBn!2=9+MnyrDf11?kSsH3BdP8=eTmi>O@!cnhs$eFZrBde(9+a&GFv<{ ziAl%xXx`;;wgQY;u6I8(788RqAv>5hHZU?Wf=4GwV>9_&P+$qh3SM4aS=yHAw}APZ zwN5+3ggl?hhuY|vtGo8;{D^LkMpiP~d`VvDg}KSE4}Vs*=6jQN3*K);&*#;ex`cqW z%>Gvj=whekl4wP z9hd_yD=TX?Qz|ELSO3upOcS=ADm1gP5p>#?rJ>3H{{6e3&COr%RJUN_5qbF9D6|-SEIS7B^SdJmlt< z7F%0eFkgNpS1Mllr*yzXmBq;R(CzIlI)B71`(jUzgnwgcDf36vx~BSiR;g|!^WikQ z(ycfx$EvfoMoh)&k?1e>h-b#``>6v*C6T?O3R) zVqrr<7!)W|ac9+BUtfFglj7BzUZwr51^+i(kpmIyY!{|myxhPbNnVfs1Uee|H21sn zpQkX8zrQ2~1$Bbq&|p6DKoZkJnSqG+Mo``qSST>@c0NZEowpezSv-vb8Un%xY3XsI z5c$wSbW-6#ZZNzQwn{RZAVlGHl zF=c#c{oE5$NGRpBrOUU9s)|Qz-G94M20Rk>7EHGJHugO(iT^*%_bBD+u zCJsyz9yb3w@BOWrm)8T>{=>4$*H~EZu@&>>i4`*&AwI=ML`YYmI^m#{mzNu+c7!0i z9nDY8&EdO^yR&pIkBp#y21wuu=E;K010f}6EZ2frk%d|dMvzPBDHf_0AYxLxySslW z6uun%@c-L>CpBX-BdGFSFb!B8?7owe6A=qJIr$KuUuxxac1cOeZDk`^w<7ftV_&nK zf&Dr$SUlo6JMB#Jn>dJCG^=x8XFM_$uuc@SW4-U$78_u_fQd1)QiKL@P zL69OegDYL}zCdj<3(j2`Dbc9|-<|;p01(9aVA}R#duTAh&)%1^XeaBRoaBE|f(Cj) z)JP{cx0A7)UNF*F83bN9CXIx+xY?~OpIu`^!`1#2G8nL4GGDA!C7;Io^?7;ZvO`C| z)q8J!eZ10aAXfPPmvkaM*tjf<32#znn1bW^8sx&6si_i`{NZZLiQ#mC-jBF#ac&7R|p%5*!>n$bEfrK`7+u3@{d42(S08Jv@9UfSA@BTI2L&kQH1uv#-?4 zlycyrhTu6&Z7Or)<0rt#a!AKt%ZrPP6B8=s{Afg^q-~#;_#)*PIqu{I1xe$XJKTF%9$+D!R^_mSbN~W2{4GCN{w9dJW4ZUnPe7ee^hKOlF)18RJ>Ap z|328zg*vA{+oaS|Gu=~5ZmdP_j19FYQoQ24QJjzN4BohXUm;T%8+}YAIxL1W-^fLc zIwUKLtbM;w7D*AO7O~|QJKe|D-xyM&uT;6UWav|kr&pRioWL+|Fn^XxI^pBwudzb4 zA`m&rYdx1xt`&yufpDk<2~0YFE3QthO#sb`7uIW1_nr*vnbN1TUQ#gPdUknPxGGf{ zfA;d>@$RDg{)_E=HJ|$_nTfvvWCi&Cszw5KIX|AleqV8d*Y#m?S=k8)x&Ch~e`k!l zoh(0rY0@XQg?Ised9SBMH-?6W1Y8eyH#Xieq73tZwUIA*FWg-Z>eTyHPO=-cd@~H< z9Aq3oZ-Va2KPHOzzWT{%wrVuoAf#H&=qX)X{@(e=k00UT;q;McG(UX1yzTiU3huKz zivooFaZ=P&ob8nJ^u4_Wv*abhA|p52=s9r4=ei?trH~Th!7>E|1W<V8lQLsR=^ZU#M`o8$`dCvxPUg>nBn!?i+s-R5_V5I=1lAIm#S#t<1v6tVCFPAHKV6a<~4DmO-+27^;sQPD2%AeJaj z!%VQ)=Jzrp@`5t@+D5;QmPXv!IXOLjX}QHKfFcGU$w|dPnJk-A3eq$% zi#B=X*MVbRGj{QC!xP{{T@zxcsHh+)zQY!QLE2^7HQ+I6+vT31YH5_|rxUB^TfqU{ zaNGpSCl0f2Jz!U%XvF=2Q^^ggFn|FC_gUgyGiW}6Ve0mWgUKAQMK`-+LG$EQLC>Iy zA6hIodz3fU*FQ}bsA$!3P*ZbUcNgN(!1r$Jx32oj z^HY<{fw_$hU^}EtMDha!tcDOf@w>8ea#Og(7ywy|K;(l$s&3}oCGHFsHkb6Gk&llt z+oT7Bcta&|48%a0%r|EDNKoVTd1!XTo%K|@BAY+S3`a8OZ0xoIf>}7CX{xMPI!*(- zjL+wo8yP8MK0_n(1TCemP!ftxI$mDZdXLlzKOpe)mr2B}JK(xeQBj;HJ8`oj@YzGo zlJV4X)%NdgrPKNViYL-4WdkZl%Gchsorjg%ezuIm^-)sy+sm1du4AcVc z_l1?ac+vH8fOi1A{X?Xx<;*KpWj=IjtEZ<|tYbFz1BXd_cXt;gx4MCWL38}fQ9m07 zvYtAK!#FX3^iwHV-#tM_%;q)5i!C*}sL;TAj&^lz0;q*Z1w7?-u`gJj5Mn^-!1Ac7I)TP|xY`yz(8_a-@I5PD?9R#~K_uW#b7#zMu zPG{C6er$E#Q{J~WEY)qGC}mY>%M1>NL4uKyk!jz*UD%t*ullr8q)`So40j*n*Rv`8 z-R&)qKg1%wX}B~_TCJ_EKqnkdmk`dDyB=w?u&^xm9R*p*bvfRiu7TB`F4aq&AL{IU zXEsI*>JMN}yd2n6&=O{24NXldeXp0g!ZE>;sNtmN=kI`Oxj$33Qe~k)Lqo$Qz5`xI zM=h2U)Q1Tu*0#1KdAss?&MOKcPcZb=R#R3F*GGVck!?1AQjH1U1vO)##(JhFnlRpJ zPdZV2=kV}vSSh-KDgzc0=!DsAP@*TlVZF_1aN3E;wFfiMmyPT@w7-7+O0RQCZ3oM0 z(B_+tG6g`nP&>>Apo3Pqr=cNPRRM@$v;Kr1{vD4d#>UHD3AwqH^iX7(Xiv8rv7$bp zlrm}(t3F>Z*wIaYe7!u-6F6mw*9}!ocFY9(5gH1Loe+J}`T6;o!+em|pw;__SV*Ju zp5yi5+zs~?NNMkQN0AR!?WcgLWht+ApENL5Ob-D-^ zwgE!tS^e3dVH{aMDKe4)S;TB|zXx%_gwv;=c%cwqq(Xbuzy{=-X}_L7e_}&qX~J=Me&*d zNlO{f9*?{c5)uMHD`n#B>>L#x4OlYRvNIrru#k<1dH_=beD!Tra>?9>ZXTl!m=tY5 zHbIn)-`Zp(q0CT^4=c;4BH_)1VZ13fb8~Z(PfwX9ebYEQJKGmeV=@4bMntyPtTc9S z(iP}nJ6jI9alaNy`hg!5D~nk`?m>d8m+BTYxO^ZsPJ(pTM3o1l?lsRQKmUy|DMli< z^UXf_bbbJ506r(&3bh2}i|af9rxFGS^LEGHkddvrxs*iRP@6T>f{+2x7_<3-M0H}7 zvJq%bpy9q^9UdL2C1XvO=twHhw)!;P$90soJvTb-$Y<*S?mwEy-)OU*r0Uw05E~U$ zU0eHUrPT+73#iv3e$S7CB;x%&AdWVAV*z+ug&<+Wp_ABHTg#;1F6V@GkN!DFCE)b0 z0GtYOlj9>tadVamJM~^AcxxiP+WtzL$e)Ot2slLoR!Zq4#y($G=Gwu-08v>#5Wqj) zg(fj*lmfhdBN>B&g7Wx#A|C#=LjLRGrQqG;r@o_-r-6~SyEC5SjVHB|$wmQ3$+DIlFze+`~vVPjr?G&fhzlTD^q zE0j&=$Br02B+oDCUYRIdrJYl_aY>G=3~Ah4{htfcv}^7ADdz-C&u z@B8KJ-lM^)6>BOLKYb8&17L%~lK%tlM-+(RzcxkZXVjg+WT%auXmkMq5AuKci2u_z znn_vC6I|vYBQyN%4+*yG{_$c2lvK~FeYH48f-+1U5b z+Wa}dO#IBr@ck;Y?d=R9ukWerBk5KV^5u<1MGVi}zK`x|mG=cI`5++y))%X*pUjjQ z00lVNzyC%eYIpQUP+eUez1C7kM_}&i>S|VhZn;q>TwDj>-T-a8LcYGQ1EryFzk$X< z3qx~2c5G^j2|&g-X1(t$N=izWwOyp{PN3$k&*jLaa8}gTZWB9DdAP#NZg7LR9UmL} z!C78WA?0U4FN;*D%T_J3ex63{@*2CYPffH?)lfGFJKBgK-+5%R?+nLGTE(UT3^coN$Kx<2@42?Nz9~>SsGIy}3s}{i7pz!E}wdX?Hw8%yk(InncF_w=p9`Jq~wvG7Iz44X2nwOd)PcQB!c+7HBdBVmsfA;+&xWVSc{ zbN%26)R^#`@|{TmjG4O8Lhv^NFRKAdXawX;&hvRl4VX%&}cERsy37p-gLB zeHm!jFd*YH!~Bs+pjB#cH2dxWz|{nV3E-C}%PoMwYuDOnu`d7l^AW&0Aa@02s z)S{s2?d@%28H78Krh7#n{PAsE-P|&H>_`UDEx*Zp;4|(*u(r0oE7qa=_v&c06Xyrd`X)XklJ8DAojrmZ_rXxQv>BD z2y1A}023#$6<_}rRipD1px-pz`T4oD50@9g)76XtD50CQfFr#UUWm*A#E(eGGa)BT zhjkfw*4S1dW?=2`@DSLFRM#eeH^~GB1*v)DL?ry{r5cb}F9$*Pa#XjX-{$)S^yduS zdRuey+!MySO54kG)9h^v^6xyp2np{mJXPqkDI0mq=w%*~W<|u(|Gsi5DN6%84h?;t zqZRtd(F76`S1|@fHhNCwke>6C)bvc~k*QtPR~ueA0~a4^aP;&;lHUyd5m_^>Qk%2W zd`6Lz-Y4A!oX``n9^itL3cA~a9R(hKCcjI6=RfQN0D{}%0Ca6^iYwJqC&SD|ysjB3 zDAw<<4uC;;b8&HTc`4}oc>5I#Xe^NC`ao>}3Y`YoJ!HUt43G#kA^vX78l%hZD0yvz z-%D%Y^XLWlR%;xPq#$GY1q3XJ4Xy4T9wa3s=#2xcF-*k7I)Eh!v<&DX>`_Zlzq2>$IMm$AvR35DL7iv;kv6e zj1CE$R-im}>+Q)I85zqmDn87N1_6IC8y??skX;U)9gS^}5r^4ik)82mv7s}6x9mn< zO5RXb7DcEuoi4c%zI&IVz|!*z>z?R*yf}E2XtMvTIk!+~{BQD(&Q45BOeX;eHa9%O zw#Rei4Gvb;FB1n_TU6O5&TMWZ!rtH0LmQmnc+r7(!t1mhg_nI8j3Hm=7?GWwZ9k?P zP1Vx%?t>^A&Ny{8_B*LJh}WR`^ZlJU+6(uVLeK=b1fFhjuGlL5A5i3ah5-2ufLB%{mzq$SYrgSg^?pSW5+(BiV_ zQ&s~~5JSjQ3e>6|ur&b&02lk}>guoj1$+iDwdd1LbY2J#6|Ir!@YvY8ni?S2n}7Tu zPoH8Hk7ic}p%p&AysVD_!vG^c>Vu^MNQvcWmgr{(#PHv9dA<>|BpSVg7liA1U;of4 zWC)Tc+5m3{h#$Zwa~O20KZ;rah;*8-wgkfQb52%_H#YKjNfHrYHiPKWDADFJ>4^fc zNq~<(h8xuhm^R>8X~ExNnG6NqLYZwpKRp1r6!5yX@ho{4iUvsE4^m*F3A!EYIy&PB zrg>%CW}z{bST2C>l7pC0xci3NiVyrBHeQYeXd+m1)+N>v&|&zVocyyk9l%aXN{Y6o zrpZEtvU(jf>jF(`$yd<0!41?ORB&@DZ!hr0R13#!OF74=`~#Sy>J7 zE>Bioipp9kh%_}WblsW4)RhhuJH;k7*VFi%SaBBpKVuNv=6r=|vR@Oku&~(2@)z`3 z=)!eY%?hpsCZ}E7Q_|WDXekNHTT~Q*Br?%Wdv^pwMV0u*xJ$W$S+g9%k2(>c^xp2S z_w}3w>Ca!l5Z_Dzn$EDwV`kp2|%{#C}zY{0?-%j~hF zl5>;&kfi)KfiAn)8L>DtA^_cMV{S{?9Kb15@xQp5D^OFp+Vn0g5RzmG8htVrfGOP* zy~lDE0kzk)m2l8O$oCOX)gK{|I2b=C)1C4UZQQ(03hXXUG<~!uufIvLU%dG83lkiCc*_Od!5jj*ev^?33 zDqeI_)7{s4<{Vh-*}K#8?8ta;_!z2kB?S16Y~FgYKl1K`&Wd&o9;${ty>bC+z3UTx zUz8@C!Y9H*fZ)KFXgHKC z%x?OLLrD{1;JlhWvgp)CnP8}vN>FyqW_f0NZe;;s%ErlQx<5vFFE2}~9X2u{R+tN{ z6Ua5^^&H9A@icp}oG*94(x9!FLky1{rq^%2?IraayrWYu#zPDw2&Kyk$;!=jlm?;@ z&?I9k|96`SfK7pnO`MU90LDzhdoYuRa$hB+l79?z9Dk|g%daE9qPO0*1SR7yw?!m7 z6DBul2u8sq;k74A^%ELIr=S8BKs1pk7!NuRva!x?g&hAcnoR1Behnl!loyi%D2##< zoMOL(vhn)0g471e7aqXfL@hsS>|FHXLo9&mW(s^6K4(+$(xGyoAfPQ|oSjXbf+g@`c$u|zJU?2S`A+y#shYFXuS_u3G5M%dbS zG?jlDmC}#RKG~?SFtV`;<5VTtE!rKP1JPnVbiHj}?F{)meA zkOLK!a3zk+M?35Xh;#jTo1dTOtL1X#^r(iY8>5OZVnW9z^_i`szToZyvC+e4%QkZFDGV_Rj^5W z$AKW=vTtf^-0{}zST>oxdv;dy@o2l{|1tL#U{$SM+vq|X>5!0arAwNnND7iF(gM;Y z-HoD1C?F|ax+w`kKtM`B8YHAUrMu5y?|1L_z5f4v=lZ{MuIsywd#~+sGo5SB`8>}U z_qgwSJS$(t=!jy0P4pJHIRL@syjcnX3YKtRiE|Pmo3PIl=@RuX2=evoKX-FMUjWt z4+lWs0W8sF(PDN4K9d_PD^Sor9RL>YEuSg|111VGOT7>CJk$A6h%LBZLO)|*V$SLt zQ>u0*PtBCbLGI#=+ua583k4MwHw3Z=Nke$uv4Z&#vL=Qzqm@5V{+R7L;9Q?)8-_x> zr;eF(%jfD;G1Ls+zFdr0q?DA{G3 zZM2(+q30~2x=cnGZwLwtHL`zrX(tdI=(R&&z&YEBoIB>*M@G21?SigLQQK&NA=z^8vVOz3Ra{I zWzn=9_<0v+wXmaQF76Xob{otSQ(p6c7E$)Z`@Qn!L^Q9G1XPviZTW?q^^1*V*@Xoj zksoBIh`UAD4wryD`M~@Mm&rT58;@w81T8IDfODxn2vbX$D7qI!--^114BN5<@Lz7! zp5P;&5}$zv*FgMyig2YKiv50@$H|pUf%ngtlbf1kqNF;y562)jagn3*@4Y<4Abt^- z&z&vuRzCg&*M%P)xur|o3AP5P&O@)>NFHc*A?-NG%F5a$m&KX|b{d})&5U=8NX0=X*&bF*|pG`UtF0gCmpZ6M48^gilBmxsviz zK2wbLEYcF< zKQEVD`KmxiisW_PR(RGtoP6~32=9UZ{&xI4b9v`=AooIWDK$Q*F?_(TovHH}E`9H3 z5!)ZJ=*ONHNh2Ox#e`hMqQdPwSM@TdHJnYjI5Q+JAvET=C;m?5J|VL)cCj+kJ=@+t zvU!xE(^)8XWI{5s%ZGDgEx0~v+%)3+%#!#q<0GN&n&ofYhxb;TC`Js0V0ZE<6$Ttp`_o?k$z7`>$}5e>r9#&B^^1+tdmM+!C* zflu)Kc!xDK?j-~|0%ENKRNEmxvluk#2sQ2TYIdAKRNiZ8RMQ*l$8%rA?pQ)K13VMy zGPpSC#fUn8`=~uKa@gCRZ)b9JTIk@*(?I<=2N?@+IUL!3-e!;kwlaB2^C z_a}9r;tk4pi953Gbk#zr9r~!*(%zm26(Cd>*)y%REHv^B*=TwC)#cjBL8NyVM@(57 zF&oo;_Xe~gXI2DpM4gqj*qH4`%R65b`m#Ays+^_+EH6yhY^W{l+EU|~uOEO6uH2#b z>B$`(oe=`$>Fv2`w%OPn6FUXx;MPW?r)P*2BK>4xRu&dKYLOmJr0g&Nx2%`tL*uvK z8$BJM(yH^^yD223>*?iHU0FHsK|N?2+2XQs)Cu9nl1a1|%n)^^QlKB~J5=;0_DbXG zeRX%pRY^|y5lkLKM&R2H`Dbn=^6t;wBK@AWVsre37IB>B zxtw<1X&E@UxdGj+45W{m+jUweySAjfq~~gHQlV5;jpwaLqm!|K5*XHx%KiH;Z$cgo z4-Ry{7X{v+A0!pM6!f5~JpsLQW@g59W1{o>(f-)C(}41<>}(jtH?Vp5 zQ$;EWA{_vw#N4lk=Uw_cz7HtIEp?vhB{SS(u!M_O6n$|g8}#=JBP2y-)m}BfQAh@{ zN7_LrMZB2HA3pXkyGrw5pL!U05^pMDJ3V-w-*2ja00;u!jPt1=0?;!r@-tyMZ}?@9P>Sg zqT`omN4Ub=B=GG71d*^V-F^=f={E)b_OT!cU}75*SOLWX*5&hJffdKE_U)Y7iX%cp z-@vPJjq>{wnrH8>S010GReOjRWO9W)7K`~5L>75n7~knzK9)EzDa9wH={r*^;2V+d zeI@bOaB#{bWl@&x5nKe6@a&T2JWNcD5wc|kdgFSU_kC?f%M0S-$nQg91qs;YJRh;+ zpIOp3u#E00%FkZ{*Rj679&_C$VOGfHcQjF#ca{@yvJ^*9v9P=vKDZ)LDtB$m2`KQa zTUGv!CZIzToZZwb5-)8uKQLqc~DRgAkd#6@lGT>x!=Shh`27e+OxkpWDk1hhd?Ip zS4U9$06+xaxdUiwP}WMLnKfOG_1le`LT~I8s6kA}0VDkGE^`HcGd`Wv`+L3vnGXirQBHXCky~LgF-(VzvS6LSp->5FRJA3ud$$3wUjl>obEmR=D zWbt*Y-6A;oZh~zG{*miq&PyPGb@V;lmwIf?Fr=o}(HcAzMogaqO5zIaataEPYPmT%F$Lut z)Feifjy-xJ6~=<{_62VvOp~|VHDA9%W)lEO1zy9|=m(5i-9#935Nft|zJ2?)oe=*i z$b`_9>Xwa&<6NuPqmEMYN=KK{SRx`bs1zu~gFN6iz~A2Y5WAzxg(?xlFf<^jN=r-kU_bpP;SkT>)D8L#1UgA>Zv3l`n|aBl#r&@mN46xBN$~vc~6fIHX;j|2x7z9!ZO{d1uY00?#i~^W+^TQ>?Y*+&D^DJz^RF| zLm@65vq@v*d7hWMdz#`;i+DMAcM-YZTf;utIeL}HcTDdo(H)fXY=ji(ok37jisj@Zz-HXu40NzN*f1(^bLm3egXMM| zj5tc23Y28v(XLl;%)-3iyamBh!-=nV1 zL7~3CVTnM`ME=Kjka#!M+4YkT8*TJqWrD8dz-%m}{SoB9a4I2ann+K8a83i9&h@!3 z!}*QIg_ETcdAli-{qLCjA$4J(p}Bi_q~kz*82)S>H{LuFljj7li9mTCO(=qQ{H z=?fAZ`usL+1d@r#WH4X*Dc)Ro;m3!0*BXiSTd)s)|GKM75xP-#QR~q|dtFUEN_T$6 zm7%-PPU^d|g2HXyaQ*y7*<&6)g_kI+YTI;e}>`)at!M@P>4!jgYBpjQ_d z#_7fo!z$-CZn`_8u)cEuRwNEQx{=`#&OCa?O24W<{w6l|yZ_VQ?`~+m*p!Cv{BdB+ zbcVc-mI_z_O6ijHqM}PFzOyO@`~@YMc}_2m{35AE`9XVzbj!3t9e)(H1ybLjHyO7U z`SVC==;m`Htc@QD5%^W-hfKEw%a05fYf(joaQZ7wYI1V7=>~K!x}wgswx=B+%o>w2 zQ~+TFHrOV~>cu$ufI{$Ct&LX;AL~GUlp(zC43YMV^BJ*Knb(1xh8$=)P$F4k#g2k; zVt;MaZMpAx>h1#=nE0SW1|||&X32C9sEr4Nc#o7*^vCn(g3>Z@ny7Ki8}O^8yDp6# z8M0R!RKPM|`5Tt)Z!cYEJN>ito_#1``wC$S0dFnPDr)~8ty=HH{!*dc`b|lY;lRV8 zrbj?P&=hI(Y<*0$x}^`|>#z5uNarOr#;~mkFwee4E8ZG1@WR8i14a*|J;0E9klFqG z{6^YW0X9cdug$E4-R%-Exxvhw1&ut^&mi%AkEH7kF4^8v{?|%QVJeF`jgN^TB_rDd zQGG@!IKQ>E6{NvyF{&1Hp_OCCkhT^Q&5_7DNRjE3=oJAn3v|AR0es*uSOp5Z*Lu9# z?a~-nuk$wQG~(uO0Pe+?8iJ!S-~ov6DmsGXxB3l10bzA97AesA+(6v^j$;Vs1~}ZJ z%76PDLNKhL%`pHN1Kcl@t_=2^<+8 zPwqVdMX`VX)P6RzT8t!?2^1GeqZZJ&`ewt0CvK0^Op7*Dy12+qL4p7*=yCN`q`K{T zIU*TicM4dEX!F)%b%K+@K)Hku(*ShGfY#@?|63cg zI8EY7%897MjEs{JL9EhbvV=$9I;DVCJcn1pqf5gCUb+>Q2h5GOSG%MgF>mad+d*$)`Brf4~qJfD6J)13DO}v`d0z z+IV^$S(%pm#?nIWY^h?t4|Cj;c=PsczzHDmB4|H@^$8-zAn+!?U1)}8pTQ%FAiZ`? zj!)Vmn<{(%QqH>L>>|)0iVS?~#E?1WO6@8kI z^k2|1Froy{&dxG3GhaP$t*f47?MYHVr+RXvC&|hRjvN7e<2#kl7t|g%H#ZAe^n3%m z9E=jsMs_Hk-VY<uY44JI>IIC~G_W-akAk$Rdq8vw&;djE7h?!%qDa4slS#@= ze155&g%!7pYP9;Igj2Swr_lnjDJfEpa|&G)J|V?^+ih$V_UB=$JD-`rmY|R}I7lp^4k-oR4bU=XS0D!D zWP{?$omLnCOIrYnPb5M_T!oY%nTwiN#A;HRva=hM1fXr&R2{K1&>Ld`K39sA)H$a8z_OCDLp;U2je861l6U<@JMQl!A_qE>Ht#rB{t2Q9(`9^2{J6F)*ZqUUKLU zMs@%P!ZySH-^9~4v{3`Zq@+^#6#KG1LBk`9+#OafYGLv*RPJI}r~r)OT`HloLqSW- z>@AB{H)?P)l-5MgU>*P$Bm%+`Fw~^1TEZ1*&{h{yQU&y*dt43e*3rvC6+pH=0>Bc z@i}0&?bEZ5mjj3so|j~Q;M>OB(sCt{X9TMff(L*Csb=w8N@nRb+NrY(@$uq66><)& zlYh|*LCrH<%r0j3x)8)=Q5Kf$slp-^|77s^0G3?l1n<1uGEffNn|!aCo)mfoc;Vpf zGzUTYl23gxOX>qmXE)nI`PrB4~xYWWqu6 zwXyjPez~=WE;<`4v0I8HhY2;|W~ehTRx=>VL+@_rHLlRRjM3=MK6{{y!6eBA=}Sgk zPGo)us$Lqlg}LbojrMGwUqJ+mE1*K&!vCgl+wQKkG~xKEw(pPA4dn{xZjq*Qm>3;R zGNPoT^P6sXF5&0T3Q;X;Zf*`V^TbbbdOCH!HG8j_M6rVDqi&Q($HbID@~6%ftviDF z(543Bx(C!~@Wk7apig%xm4;lk6r*%z5^x%fo(z5l*{@P7IXMix78@w!Ub#c4TWp5- z2vWXfoQbcDvRlv7Z5seF06C$BRm|_)8`GQjjZja}W%&#)ttI@Og2H*#GEigkpe%#3 zj?wb@ob>rxZzg7G6vJA4W8c{3C^)8PS7Zp3d9(~s-eiI|LLu;0VZ?sXN^J>9N}i=0zh$Kl4Z{qc?Cy@lc=SOHrC0yclK>j~ z&uQYEifaWG6O13VFBrI3VIJ1EW?AL@0hY|1%!COr8o$7$G}ascS-IPOcFQcD?+Szr z6+A~(vs{k0ccde~J0~YoN3wu#n`?nwpzbYs?s{6slY~XH;Kv4b0H~pgbSu`0>R9PJ z_~eM8ZEseQ4Wo60}gc2D^f?BY-dUR9k^ z#S{Q{s4}hHdaHRWKeai`DR>;vFINpjYzfzW1tq1sZw?i`fQu-$`Behb36}O78)*~W z&sNQxQs7ywA-G`Zv1Yy+Yy|zXV7z@?<$U9N%4Zj67F%f8v>LAxx-Za;mz7P?km=`U zPacNOfY^PTlytrDe5mgH-6Qgz1zxEH3*2@VrPzG^>evUZ{>tsalO~=dtjhGcyqF*9 zpes+xRAO@1Mu!&NsXX?2} z?JHA)r5=a^;cHsZ2H>EipWs5k`g<;@Ch5(~;`leM7qyVpVFo(ckP>y|Xc>4sU*{F* z3YK}_5-cO}9z_vd5`48V=X}qP7C~tgmbAteN6P>}ML;74ie*kbYKDsJemy4LT&~13 zD$yrmEUQPCPPp7;+9oqg&hfWnM-b=$CzgK*wpPfJ_lH1 z@(EMR%fHg@px)E*44tHF$C$^spSj+8OqOzF{MxeBLU0k2y))in!2#p<`v(?-ReXM? zNE^dXDLo7+f>>&hqV>TS(0X_A*^;;A+O?VlY0#|c|wz5FZyf|z@DkR6U_E_)I)W*0Fe4T$z zZUDVmXyWyuiv7O>{2MW_P;Xp6_(nI#+TCaYmau{b-&ojP z1?etF8=uMn2OocbYYSQk6~Px_F`HyxYl$uX^=<67mNCAWtOfr=Mc)@Ro`mYt7oDEx zqB<(#e5q!AkIxf6V**^0vz2Xe@Ljqm%|bJ`x|-y&OYCiN!`>1~U~sZPhJEfZP@wD9 z`i9{rC%f^vcSE#^h5*4CA4g5}&-LYcAp4!9OW1@o)ipw(TWYke?Uk@f0{`<4X~V_4 zcOB7qvTp%@aih4Q3?F!qKfq2r=HTQc;1u%POhjcUSXUW-w;@1iXzv-9ASnkv zEcawd{1z0^WI{JimchjcY$$s)c3q^`#M_^r>_(d33fMp{yXPQ7G5023Jca<&i;Kkz zbExrRg3&VaCkqo7AEnKFZFlr#{|sd4hu5OW4sp-uFiTP7dz=iu=42BCBlf284h|M@ zs@>savE~hvC5kxAfKdnAA_8e7Dt)CL4(lXgw4my&U+o~nGDCmj6dL;1J-~8ca?a z*)6f744yaj8`N#b@|KGPP{S&!sIY1!3NdotK}~3*6&xEMSI43jVqtl%B3LkmUOQCn zX73z<*Ae@*nb>vs;h-dMJQ&p8BUNhz$>|{=gsG&f6X3mSK<<5v_ayHlr&!$I8K+}hoB9?ER! zR5UGW%uyZ5;^a!g4g(TqaTqX#m1%2 zV0|iQ5N)JnHuLV)k!AwF>8DA!741;xmf*CfQsT$ZJcoTRs|zd{N5{ue_d8tB7na|+ zb6z7NBl`?qAL2LI4H0A9L6$Tqu&skOmg;2%#Rwe4U2F>)eMN63e8|F%KzzRs0Bh>( zKK}W`)*z#=KHz&x7IVqK#BP9YOfck>&U*iRuS+OE+>eA^4*-AdBoM4+%&J`>Rtv(w zQ_~D>0Zh9+d2wEGE4FA*ur3t ztJAAfrQ|%N6X=OpFb~@oMi}wG6Nw6WAv1P;{`+p2eZOGCrS)e?8<&@zy_MLt16{g9 zQ|9GD7_B7LE1@B_Id`wa*~TxP;Hz?Au=XVMW9kCUrZ?zI&&B!1g+@{sjrg@uaLuPL z9rmZ5%WN7U`fpRU+kY?=2?^T-=A^{OSBFqBeA^r}E$T=iNd=A7zU-@P%w8HMUweZ; zed1*b!8K`!@ClEwcm|-v@!C;);^0;W5Y89JLv@@S-24;6jj*ACbSgh7c5coaLD6EM ztWM9NCStZeg`rt!$n~}$H-8s@TW%JitSjQUB9$S3baI>FwBafb@4F?tc3%Y?>RSan z2M67rzMQ$OzeQJ%EWuDYnkwRu;qR-&k%AWg>M?b|L1v^>Mpp6`FOadX1`~PiuKD~X zsFx59F;0lTtD;wK^9y#EfNp;!Qbu|xR?R^a0K4;LqXl?w=IB*lm(x0#+E`iL^Z{Rb z6% z0bXZeW9z>k!!S(46iu5|9ts7Nva-w(wbL1kb4+w(*|Tp1;S_{4G|6w?eADHOY8;a} zv}7_FNR<3U8FUICceHsQhoM)3JGM4n%BM;wK`XJ1b+jTH%r>q~*yPmNMs zM&{7htZY;rX5{$>H3ICn+o%0OW#|q<93g3U;d;jaQvfB01apgA5zApu2lNI4E9u&W zvA`7QZI`@!=cag6;yX$Ax~vy9(KPYtf;h>UL%+8boz_vB6yJ`#xjty~PD4guiA$%94NCR(8xB*K-{9>iSr0MD zl+MzBltT9+?<4zFJ87clwCz{)nCnvu{5zG?_36jD^KY9D-a^|!FMO_>@W!o#M}PkC z@!0+aI61lR00FJ$ePM!L7OW8FiZLf@p-zXHT)NZZx%t<{k{bJ- ztX1&T9%jIF1e*I!f}qVXuZV~{G{UeSz|iH7bptg8Rlz8TbNk;$p*?0;uO+Sz>y%*0wX7^UE=U~^XRZG_%O@^veHta6#8#wH*qlO=eG$g=wEj_4BOg8 zWPs`{wf9rATk0eqG}4()Bs_2+Mf|`LkGWcybjfSn<9a+E2d+6Nch!y;*1*O{hQpt?G^x_l71*F3zn4>dvheBH(QiKNzlJQ;##doUiU;%?mF?xd&x28?;#Wfw896)-WnT3f#? z_A2~y744{cXP_9gx@u?;6L(<%`mupkkPIar$WH#kX5*3njOX?fElg%_FkC=$6R6)d zny}Xws1R$V-BQ)&1up-7)+mK`zz{<3_5mm-Hy?cP4<+Y#)B(L#kQHsBUG9LL;qPHd zFZ6{Z1KcDRaI5g4fD>ID9i^K=T?2GB0$jH4I`6xGrU>oIioYY+GtI%j51Sm=EP#kU zJ1gM6Ih8E#rt_ai<~z6qpMuT$a#2AG#^Unwt2f}k z`YM4)%GTFCr}E#EsNmDY zfFDF6FhsDivbwJPTuv}gF*0$kf#x?pK0fFLR8>-n{`*5))FtxxnJ=qOgDpf`@>Fn zzaXIKLZ5Z1ot+(Q{{lWBVe-88zXuH4q{m*(p|4{?+VKK!Ezw>(q#2>gn zLuFX>iF=m>HGJ;=S8bP-Pyh_JOvAj4|R2ZK%PPDV^xmd zgd5jA+6PE<*%<`o=AAot0KkK+TcA}$TLgZNOFym}mc(GtUymV!5Eg1OI5WY5Vhda{ zgt%jSAa*s)Y9C-nVwHni07`ojlHAhGb0mI9vM?tOA}KKd1)SLOJ^rFQ^&jZw$JSC zOzoWMMR?>aZJbRVd1UTBkTEr}e+uWcgFipBw=r@yrFV98G38Me@&zdR0s@*)j^D2}`sMchSTVPIflpksl*6dM~0 z2bUBN_v%$#N@5b&N{iJF>S_y#90be9Oyv588G@JnzD2=ZT^ z1O?Iq?p0h0JUj}125JTfQ2)(e7vB&>ScpcHXjBwN#1$eGR3em%CIlT^DLOof%ZKr= zUno~l(a7&``H<6I-Bprm49Wn;f_Q&8xZu!yMGT^U(9c?HFLnhzd6(t50| zWAfD0%-q7#%E{Tq)y>_*Gbs4^i;$PELZhN%-o?hnCnRQMW@YE(e)#xDNom>V@`^8& zRSk_z&EH#E+kW)*{~Q<`8vZphJu^Euzp%Kpyt1{uv%9x{aCmfld0!|9)W2@)pF8_s z?u!WS>k1kgDjMeHeW6@&gBL0h8ae|X2JszrOd|&pM*aXSQt7wp#r4=s0velS#*V!> z*O&#TS+*{3?aw>=KfAHO|5tbR&yD^2zD5wZFfp$Xp%NjGh=XJH41b*esn-o`1hFU1 zVrmO5U4)!mo!XCQayK)vm8P{=HN$+_OfoVm>kd^;B`*-j&mkiQd=9>{`BxgnH)M=OXmkQn& zawb)mWk}I1G&t40Z@1-~Bz~>GDWsJ& zV}f3(f3v48cdX6cfh?-Eh_Zf~Lttv-<@)Cf1V;K#Hjg5sx3O|g(P3Ng%^tGe(_0)Z zwDg8F9f@-34tVcgs*A}D8`cCR9w>1+aztXa#7_DGSPh?X!l@6Ys zb*56Nfyrx5{+qT0EmF*zZlTkg7l_x9skpzdaiq+h-A8zZlO+_a##YgWNPT=Z+ZHa2 zy1Hz@l{0yI`!HEzC{h2g&w1XsxQ+?=4&gOVHsz+X5#dW=<+@fleu1#EEcv396diVK zR`bWC=4;I!*|WTP=GTsIM?(>P8MU^XLlF{&9y46lGR0pK*H>nY-w5V%TnTjayE!rN zRd@?|yWCda`|kb*&!V*{*KOKm*=H9BJa6Y(!Jdxj4-vbg$yH(~FC&ZfKRl&%Ad>!up)d7bcRV?FC{ZQ~qBEUmzysYGOmB z>K-FYmyS||E)Y0%Iv0qP@(V;l=D+`ffI+(~onb!RuU+qMstd$(!veoRlzF&cL(yQ}VnN-4#Xkq1EDe?P$`7q#?)%UQ#BIulte;BeDA~KVc5T~T zC$L&!&!{vP78RAs)fZuxm9+^BW&gm*@z*Nyyj(>?U$uhHdyy+;-3K8%X#`J;D|G8{ zbw=yPqIyZsZ*nxBQ>}1KM_xP3Q;J`EILUc?AC09tK|Zb7JAe&%Ped_ za~OOa9;Fl@`wOzmU+9!A&96Z#&Asli>DW-mO74=|gF#x(?ON3Fk&UKeyHW!W z%xHtRo9!}G_Koc#SdDtk3%mzLh7#@(4cnvNhop#KGma>2u4GoG5%?ZTX8D<(B1_Hn zR7H5$7MndT5RLP?b>U)V2NIpvzbGGTRarjzXqq)Lnz4pW9Og?lL(A7EWRG$xXL!xB zyvV_X=Xl`Gd(Q=b$t8a|g1d&uC4}~QPhyPg7<1I8XB^p8hdXJt@7qmnJy_G)p9eR8 zvoFv*RGhX|nKi82dQo~+R_GTClS80Dmj&twdqybYuhr*qx%zUw-CX1JdTq0qbrVQa zl^2qx{f>CZFA$H;KM$Q6ZMw9)@@SEC!pUIyMt5(k zZsZDkpCs+_ZE~WvZK9z9rRnZ)S22TVn#flLc554H*YO#y>9AXh4q1JO zCAgWc2&~s|{P;?=bT1?>m@nuqnjLYsHPOBIMgxGiXj6jFcLjZ zDMOj3L$jTZ{_e|`@NLH=X%4AjJ+}VNpwHCk9s9TQhua5%LOz;}=K_O!)=FBHC4r9I znRjCA*)YkL5;t17Sbg}F^r;5dZKWTwGr1QBTA*H^#ymzg(-G?2Z7xZt$4_W2n4~(y zGz@B9o9VvVmFGN5A~)Im`=(!z0Z~mKC$~$1I*!3aRQ+Q|(&K>|&6&O0fFix+Ja+2YTCHdf(YCDp` z+n~o=HcihmQ8s*F{^x4(!|CP3<#Swj$CJhhT%yU35!zY&Slv%7P8`UTC!} zf?uSMVo;=qk-g!MFvQK6MA~;;OEuA|CKxC$omZ_o0lB%JL>?VtGeE%Bp1Fh1oB=~yd ztQJ5V0d5KLO#L6Gm3?b0Z!QodP1t#^<+sZDj$F&P8dAr@Z<85^B5sB+gy&dsRc$v+ zOdYpTSk=fPG)nuN*Tl~y^3y81Pj_yA<~lfaS3RH3BMnRcnTH!xkKr#NJ{4>!{7S-* zI+TX$3C`R4qj1k{cYB!#dr`qW*=W%TM#_(ZYgd)}%u@8FzF)Uw6MdJdM=rIOej5vc zig<#P>y~9X)FSMvrtG(zfvRPZhWkZAI76qEIp|*5s}_bRdOS;i#JBAKw@59kH4Qx@ zlpXP3zCIeR9J{`oKdarpZqGX{F?99I$-^?2w`9FR9JqnvJ*Xct{#c=U7yHh3Kk4K{ zL3-Etc6o2~h(DLQy6)Irmn)t2jBO-gc^_LD{}{E_F`fTi?mEVymMO4(j}*l> zls)arfBBMrmUXPf#umXCp`}_PI?`nB;xyE(k#29b=Hy9X^?Bp>z;Bl_EjoaMW5}I_ z3&cSWfU+-si=B|5()BJ7Bk`(>r(Kc1JG8ca<&9(=E)bi^jTZPUJ4EYA)?4rr0kZ zBhhggRmrlFRl#3=?{eeE`}fTGJ?gS#PpQe9d8pf_I`MCnstr}}%r~b_OMPy%ltOIP zg|3lk{ybHc3{u*`%IsEcsPGkWe{_M+?JeNhUFs+qQLO3lM0tEpc{p!tn%fBb8<&oD zVh#7vqO_E=U)hyH+gb?lLyMJS@R25*?a-FrJXkfTv0v~>L5iQ5^;WOyO$2NaG#W5F z(58O)-cNKufVo!??)ETJwwHSk8>@*gmUfX^4gGcAi8w=2-iIfc=bj>li^}B#Wvkyu zt$l0-JmuLz;Q`Jc+Gq*cRYWVUxFH-7tu!tA1Gh z!7}l|0yZ}@!#vGHui4Esf~>mo-6HX}^S-hjzsf~!KhB{j>spZ%y0ApqFsd@-FBJzq zV!WUtP2CZ{dVS)qb&h2o9HDyo!CS1RJybYWEEqg4^g$+aI)k5F*U5acX@&)u5a$=UCT5ZlCy}=@=hS@I#t>- zNcWrZ^21mwtX8#H_&BzgCnAyL68pTkF=I+Yr_D#w#@9K=CrI%`GtU7mN` z*%ncLE;(v`$_X=H<5ZzRn)a+;c>3#Quew&}z#t+3X z^F)Mdq@%o`0gd~(K3)rMF8ywiK`(L++x!Bd_uRX8i%oXGo9~ZhPub?NIL~MClBKPV za;l8AasM2HFf8IYOGC~jr5>L|9uNJY_3pffZu@@snNQ1^1!~bI=IJXc!?S0G^N*#- zH_cMB+*cnDtnIzzw&R}T++S*R_TH5kJn%=(DfC?+Rs$~(H@7EW%w52@kZ)-rw}&qf z0=H>bwwV1R!=2=0%j_&x|1?5~C z6<({(+;6FPsuoc-XTPIM0{fW9%={${#H&3r_?so{DJVJfu})W8Bot>o*3S8dACInl z3g>K+7*n_vG|5_>ihW4!ZuNb?xoDxX{LA$RqHT8!7-sxXEN@LxtO=4@*0#A&L`mx| zv~}OTO((BwU3LHGD_pAN_azlFm(#(lP}K=N-)o&Ug86*s6Y5^!RR}tmr=rv229pm; ztuq}^#;WI90c8+R95&8$q)=4;G-y}xcgFL-K%4>6|Gb3}w)WXYm(~7`*aafog89`= z%nby7KS2Ac~e`1PUOi>7jOLY|1-}Ct&v9? zJj?p}q<&^b$hQQS2mGE#PGgipC6$bhZ1r7|QViQ)R=pXatGOzIGwJA0Bko1NQxsJk|CAAWvz5?a4hxO;`=>o5 z#-Z0^iTHrl1{#$Qm62O(upqwY`g<8yCp(^R=pRxKseb9|;hr6v{aAQct>>%Dmb_ZU zeS@JBVU_R-LDgX|t#Vy=-@(a7jtmoCEQu(Gp)fOl5x)S&QnDF}2{PJKAl z4#^*Tyu{vj?Xqr5>+v?-tkABEzFR7m5+^|XiQ6xmyBHaH&hm1%&Dph&Ga)3Y4#~SQ z=r4SZXrbRMmNBQ<;^kEoR^$e?E05P$Sgw{dXfVI2qY_V9|=P=dSg z-2pCN9xJ#0VO5&E=<-L(H%-(^&oZp< z1mWzl`b&n^KHa+Y9OLs=pO5&1%EZANF~$mA_zumUhA(Ov+)Ez}OqKlfW|GX}yzS9y zL*VJx)Ez={7-8X(Or?&WXXAFoFOn1`73#aI@=!Z1e1x1ETAF=|+v{9oJgTX$ajso3 z>iCL+=y7?9)Zy!lZ{=FPBvI!I-zO#AyeHojbmOkn5ejV(>5Q#hQ_8h``74&#!zj|> zHg$K4An##ZvA?EJ(bOb>1pAdSfp^t3Wji8<@R$d^A zzFZ&*JhMG2zMpZQJle$kRd%9nXMUn=JKt0(Lb>2Cri$=ueVcuO7(zdPIG>7lftV|U zL{?3=U_Ee3WGj>#v^&hrXpyb(fS

lWdU|(X*$-^V)#9rt(t?hjuors6KB#zb6%9 z!`pi5zVP>Q4zgbs3tfj4-^lYhjN3QB_AXdDyQsSg?MI zwByc417@evW{3~j6!}t1T_|4)Hwyc)Es6KAp>GUI-Dcek%TQ>_s`7x*->Q~*+X7#X@N zBGoTh_1q#v10CUobJn|Ci28lH*J&$2Xi!mHgI?~>_9`Ygc*&Z3ti1tHui!}%5lJb9^ z*X#1UaJKZbth#q8TVFgwg$dLR2>$$}i3`N+PoFvipr8&W5BKN{41du5b27){&`rOJ z)ybWSg9`+0=D$Dvc>7%KywC7Qw>uhb%;y$w$;542Rhs)7a=u7Ng(J0Ihq>F)EK*ThbZRS=Qfx%A+vgvUZRJ`xeR-_jQ zNBZ2ID`mUmw}#~UXG_ZrxhEL513hsz%?|^%$m@xLj>5i{5~X8~_Pp(MwRhvx#r_X( z-s+*<+3;R|ld4;Mx5>V$ZaJy;?qT$owJW-a&zi2aJd z&8G-B)=Kdf-x{cRQD9z~)EK7|zS|dTovq=%yR5JEQi@CWFi7Fcr>aetRcy6CN*Tme zKg{?`zPRsu(~;qe7LN zJlDK+OL|=7`^r{t2yxxPr)967Iwyl~hd#r4%iM|u zDlkN~=(?&YG?<@1BFvERPWLqSXa4UllN=8KEDnA*eMk}AH<9Z+^YZWL4#>B2dv8BB z|MOkukI0kPN197%oC1HoQ=gYVYd-zBt9Fg@&vzfTGtXzv9~`q^#r^BuKPN;F#>s2& zmx?L-i`S(b>8dbEdz>^bZG>0#ULYkfDfci)ae$sgd$Rr}ZSXB*vbb)~Z;3lOZAKp& zSOShe7714!;$^fmSnEGJ@Acxm|1Awq^))Sh&)QcS4{H|(+~^$-ofcw|(jxRGMyL#97F zYLo9(_dog-0v8*p>UFKZWV1;0hMj1^_B@v5Jqg*B6_3BQi9dI&y>X}wl`pA^T~>HO zVYhbrRN_MVA$B&ie`leUCOy&tIP~34Htl|wcmw@g)2!htSLtVkW@1U?bA5X?&OSEX znHAxDCQ7YUa_H6Q>Gnc!+B8?TMCx?=zSBA1p;6{x!JA&PprvLG#h>Ccer$B1{aMQGxw3P;yJdx1QN}{*@_b3FEl+j-~f?zLx}?emEOaB;$q#-V*)uKd(}5%IOyN z_I(oE2+$!b=3_W#4rL0)unW zPgrl1cJGayA+0w)A5dO5p?G2R|LNa_#wSmneCzFX09y-u@nigYc?WGtY3X9ptI*KI z^>SWZflk;`ab1Yy+BLIAD|vbO(b3V67cXocvoW;{4GleE1zS(msIdUpqA`TCa&vQS z^VVRuxz*Kv6WFrkN;mCh!N{*)dj|)j<&+)Hy^_ohy(Ba> z(ndb~xHtN!efT}>y7$|x?sz3n@e#U@66{U{ekJ%;2#ZhfZ2|~86%UWf`#S9}%RYY& zs6#a@$;(@Hu4s;(lI42*>B;uP`Zc`7YKvaRe3CqU*!Npc@4ah1v`&`QK_~BAQawAr z1V6F1I*R;Sl5o7n_#g&d_`7$R<>E?KK4(>%n@4P_R1vh#8@oom`fI$3JUyMS5pc49 z3uItn*&fs9<1J1&j>!{9`Vd4^V#GT*HSir%M>8sQf! zUWyNHJO*wq?lTcI5#+GVPMG&ui@S!| zRGBfv*C$)@(*mz}Z0%4|#_Nua*^Hy}YX;#xB(4%#2?Tf4WfvLja^(2}6E^3wioOLc z0wE{rEXe&6_bb`QCtKB@OaCwK{yM74KMMCn6)7nN>6BQMARvt((y%~!(SmeIgLH^= zvj{2a?(PohZlpV;yU*9(KKqP)_8sSrbN{^##_$hCd}F=uob!3+^Qm~o@^H^-wObYg zwVbOAJP?Rz1dFu5VKv#-_8q5+&W`1Cy^j%CB}g%lCKPj{5EPGh8ePDo5F!$ySfMt_ z`n0=rzx-5+aH4Um?Z^J;Xmt7C-cKlDq?~gd!()dp#qNP)<9GBOV!3V;LwC7E@G|OFWH^ zPN&0rm6NHn7#~laA=r?^`{`4(cKS|dQN26KUkKFkm$;qnkb3*gap3-^S=e`=c}q33JS*$b6m_bP)L7&KgdjZ zBj?{R(ba|2A|NjlN(^G2!i*qLJH-J5LUJM@B%9#SuIPSe=eU!~CUBaB4 z=Ae-1b#H<|b?)eF^vKE^mr9%GXo?k)FSZhVup)j(k=@@tA>#Ty=nwZc7nXFAGrpwba&zOAL3;m{CpmD z-F-$zh&E)V(K zj!#e56c@|hLdC$ArEk|tCb5zBQLfb{NSwKOV?2>-W+Ct^)(=H$0KWW1ChfRaDK9T> zjFY)()R!2NhVmLYPR~IkqON;IBpjiAq%(sl~okijq z8kih5@rxs@ZPIr~^gfTc?7;jzS?zYVjjaLrEfF|Yi;br82=(Ztss(5s%O)zCnhkng zXwEjrISXTB2xPzJH|g&v@^TF{H4}LPGZe0CnY0@TrF|Jcc@N9T8YPJyEArz8BjTZ? zB}1_!F&NOXnfKoBaWdxUA9gea(e(`sbRND^mKps5=Qi;0_`om0@X+#uoMHE52GL5= z>B*luyPSC=5Qb^SX!CP`9i6gBmiVXGXu z=cm_i=3(FN0bjq z9asuaj*e1sMT_A_ow8!7Qs5SQvZV*ihHC!^8V(-3%N=9tsgD!tP+6-EIR>3O^(_U0 zlNOZ})E@VEX+@+5>fFi53F^I!sUKFk+3+p$lnkn656k8jXY;=*^wNP0m<$FO&Ffn$ zDQlEB@aO;uC$U<+)8$8m7P+H9TufR!kuf*YMTJyq5JB-7EPFx#eV0*%GmQj}V2^23 zBxt)Hz~gBluh{!9ZN#?i8PXQ6n}GG_V|A<`bDca?j^}%IX+-T$hgj|r&s2wUv2WLV z5m;FGJ8OxL*Y2X|db6bjP}P6bhhgP27iWuGmcHdDwG-;WHCNl-%26QAD<4RoyS-{W z*pCSz2g^>s&hP3pAgZUQz3$095Rcpu{>Te?8V4kv1hnuC4o0N#d)&*h@$rhUv+rb7 zgF7>1pL=#4x7%T({^Ph%Ge0{4kO2d6b|&jxkjs&mXP~M|fam;h@c2#{%Uv3NP+JJh z*I!`E$=ginlB$z(zgr#!e@S%J34YqtYFKqlvvnsst)eL?tvh<*dG~{+EUUz~u_q%> zLPFdVi;s+q#5bH{--MX6ci6D2k><+%Dh7nQ7R;(SiXZ?Jb{vAE5uk|-69B_hJ@RAt zGpLB}jg_Pcj{0J~L+}9L3KXQlIS6syoQcg;gUnIR{a7Vrxd;5@yzm@K174F!Z+mfU z>rU&ZYhkySY`(FODH#_<98x}Y%b}8N?h73w_6OOkoFsdek_s(BK|!5pZE@nu;3Llb2mEu4i`dccr){@ooL2fxn|JL*9^fYSXb^4=U=8jkf zQ|WiGFU}~1{hpZotajuo5G0Y1Uq)Q?#krStjtA(-V&#iuILk~{zkx8+!)&?}YuXVo zyLw2`sNjbrdDleFBZ)fuwD`o<>kV?c)0)Z)J*Q|&YyncrHwKL zhH^F1o0?w!M>zr2;Nmeis(|U0=nkoKDS;n-uB8~E7(36qzUw>B*gD(1QHD3Gh5ni< zY@ponm?_iuZyc(ud5_@!KN#;&fb|3`-AMci3_j=!zz zWK9}55m^@V;oM+Bs0k6RgGGBDFZoE zjAIiM9L4t`dIt9E73L|uh6hpoDOZ~}W0lkh4;ivCTK1oHujbHVd>#?*EUWbWifSoM zZ|%DVf45=SwROO^b{i?XecCXu=U&PSaK<1$g@rWw8Y9=LRt@ve^5YQFzPpn9w9j?; zqC*XHn}9s^6Fu9qv2Gup^h@c{0@XM@#lQ^mpMFEKaNaHkS=$@jHB~!iy&UWXG=A4p z}tb&f{bH|5r7jr3VRu35kom2yy%<3_mC#-wC*2_;GQq9cG|IE!DS^Z65t$fn) zqLb6IGD5yg|M_=1O!gyO=HV<^srLwJnVE=#xG=c*4DPhFcRS$ceV#WA>lqlB;9;m^ zmY-4)f!#9;#{9a88p`0k_M~;@8_(^1|A!=6`t7&Jt2M!}u={gWnWtr^Ljw&;&Jt@q zW{Ouj)xwaSy~!|+>Qz5}_ZyA`XNJL-->dcBI%iPvS@p09x!~%IrDenQH&e#}n(vKS z)`hCj(Z z(hO`3#L=guK5f1|ct4Pp2f^NruI%=n`}2p>rMkA32Qx-=`M9~U@eb5at5iI|2VS)= zlGZ|1k(5LlTKy>?FJuwhdEu6?oX=MJFaA9JlknE`7IEcoSoUTm856(JVlv-j9#9Av zfycZ?eFK2+IQ!Ps)y4e_D0MC#BC(Z;`)mI7YqY`WD*AqtBY3hdrvv5_BbwolzOk3mWlPZ;5noo-iAFf}j%tvqx6!V-qfpozEm{v%M4#f0Y>f5(!8uaAuvs{{| zeA2JBgJh}b$?A&D`lTmR8N#V0aNCOs@6TSmkcj>X(&;#lSUfU$8av>aF?(pbB8+WwZz;4ElyTidz5U_KDTD zBM{K(J$Z6YneHkUesF^HFOBnTPla@`a&`1G`Cp;_g7d>Qs9oO4eINZrM{1p98(+OS zZ7O`yqgqw!brTyI-ahzz2kx{yzroB-=^2?LP{w3JS1f2j6^p4fFJ?*H#*|VhX(j2` zd_tGDd0FyHniFNx-o9}C1xT3FzOtDSK` zMs7t@^H*liWm9a@u$AxP*X)P6m)!JUzMK~O*6NwGp~@7=>SFWa%rxk`+s%6j+P)^> z8xr2jroFd~`D$U|o7_gD83l$A(iOt+h-m<*&HwZ`F+9+D)j2bgb>!tpyNAIzmmlDW ze*@u{PR*0*>Uu5z$1~@yX0;fh6(I#ljsFqWJcK_+?{iTe5V#nj-~QuOT;NXS-mf;C zJ8GdvOewn!>(d_{(mMcvUFoG-3cYl4JKi*F(bAk*nufD z_1?4c#}{J=XsL6Oee`x1JQh>WG@OqGK7jqQtgI{~BqWgJmnK@pBYyu2N0P+!7%UDd zDk&A@=X-m5cNQzA!+A(iyiv79zye(of(zG6%b=B?JS~+6PiE7-FZ{l+`|F@Q5Oefj z``LX_SYFHSt|F__#naUxZppmv4(LObid^!4NVa|48})=tL4@-vw@kqfMoYu>dl?E= zhQsz_tILPbc`14lWm5ZwJ1)|Vq75@PJ$$=%-m46IUul}DBX5++qCnSWV*0N=+GD38c3okIox>?e7Ex%uf7*GjTC z%1aUuL1G;o9Vsqt34dvMg>@BT4Q`^4E5-tQST!Hg;APv&&!{LhO;=iG%;-oQ&czlP zw&D}+z?U|hoF)~!7Zy@eCyCr*F>YBW50*A+wVqVc@kS_>hM3k%<<~g1R?+mHBwvh; zbFS=SOTieV3QzadZghxvhTi=;A!B|fGCWir>|Y`o+&+_4hZQGYI%PT4Lve-^Fj5@j2QHg$&}=W0rIqz$0$q&!;W|Fy^* zLt;^)e5%ymO0Rc*a($ios1F?U-pSTre~aS_gaO9j%A8kQ5sw^XK56`#;PkDB?e(j= zulK8WEJFexxJ?unE08kBxu;bzeDMgvuL!RCt74qSA2&sRKPPtST5HXCMjYz%D1WDd z=h!X;N}%q6?|dhCAHilEv3~fgCd$Ob#2ta~0I;tZ-PIsltV2#t9@Jjrbgb7^kV*#U zlt=eOkif%SPCwH^&v-S#611B+Ej>AVcK;W={wimA$lh2jfM9xLgmu&u_ZJ5j7sy@$ zX=FR|7&*noZ^5Q6hztQCb=TL|7JQZ!>LSx0r@?)X9fJ*S?B8_1%VXbhx<`+UO`qgG zjBd2|M@~li4*HrUUdWKo?S2|;Nu-fyMtw`Q#WXZD zY;A2@Kk)POv$NX?-wN&cZ`#qF;*%J;JncRjtuWR#G-Pma7-amBVrvp3vEq95sfmm{ zyKE_+w<79EhYWRPq5h$EQJK1ta0Iofm>Sb*n#gF5@g%i!(Prw#WNc(3Gi!$o9>}W) zTiPeS{vnfIswC#w{c|wa0TfKEdcHjmf<#%9nx|lBYN5&A!HUr#L&O~vJnidmRqr@l z9i>gDq?9(d0MhNNkl+~q{`~(xzbL3cAR}v|w1~)$`GMYEDZSXl#P{b#hF}IBm)H4v z4eV6gvV-C#P+di3YN96g-*7w|C%O^z%-!nShlf8C4ULTS4!|O&I)n&(4=(~V8LU^! z-abRYDuuoSr_BygMe5&7UEv1|{_nddzQh<1`jzpDXN-au0^l@(LHUR-A209zd|gFu zuH2vdc}RRLr(dsIY3DfrNWw85F#S&&6-{N>9NzI6Z` zY7HbMC3SOm&qK}Bj|7x?5XPY^4ff*^)!W+Iz}}`GuCehJXq}x4WN4K>eryHNy{s|OegVwR z@cJzm8|!LnRBiFV=&(bJXAP{BZ)AapLW}!Pa@aE-|ISrh@A&vQ^;=<-l93J!K9yGR zpAfwTDHiXLjWOqk!D~XuUnX$b2ws*8e{Bb1=CBP>-C##($5z%PWdXTxfMmcmN7nWA z`(ENtA@%|!`YUTuw}4q6SYp>$e&Y3mq0U-S3egAWEuxzoRK3z<)S!80(Jw`@`Kn?l zQz8WpAqp^f%5g%*Ymv`1P8AaL@y3zbY$e@zwIM5N~8C%|HCh^ z8G^Y}I+61B?rso+$wx-#vu%Yd9u5vsDsn=?fGs%cUR>%zY9`oQjwUA~E23Z0Kg_2w z5%?UO`xhiEGmVWrcG1GoXlXdZYL=WWu$zwc~JziGvt$m7l4{oq#NF@Z<8jK^EToY_FI4Xg5Vz zSXfusnMsKCO--N2^3&6)25f;iF)jt!m=?BZ&86IPx?Rmldb|Ute6)wU7@TePFtD<( zdkNAZ#RM)uT(XcWS~WH=;O>fQNkV$N04W|`8)R)J(`G`dNRL(mj)5f`T-+~czni^Z z1W*WRbK2{gm;`Vr%h1Jur1kPl)X?$v%Zx4ac+>xJG7-^8A%}7#LH-IMj{q9hsYR>< ziD|UmK+7IM)B{=d*#PteoWXMzHWsaIe&-@XE+-iC-zCWk?C1H2+sOC<^``@j{)wZxe)*!(a0s8?6 zP`M1~MoT+pd5jb=dR`pDQj`W~D_3O)|;de27>fs0gP z6P6bcvRCO+rqtef3ccUIKjrYkjq0T_g@K5#O>YT?>E)lqZLKhed7$@!a;0bz-b`QQ6$SWU7R8>`v89&~bUXu5! zxE^Xka{jyP2sITH6@?EnqoR~VMMbmXb93o&se7>;G9{2t$!-3ZB32$HCrd#F6U zySA$%vh;t`&e#jyy#p@mj10~Mbiz^9|6Q|zc}kF`aPfJ4wEv@vOMPcyMTOn2X8-@& zxAcHL+ZSS|gc1-H|HtFeJSXoa?8Ha0FK zYA}CeI$f<_$v8F`Q7vVA_A{Dtf)c}ZaD8LrlcOe~5$)LjqaI6tnwYrB)KwBpaK)6G zoD#N#{P?Xtk?WOiOcDl&Kmn<5pcA!Fvw*?y=nrYxtBc}w{UpSx-Y_obx}PE|<^P#m z&L}G%^Rsf1EGp3USh0HP*~b(d33Vv_@i*sN^Mv zR^F`to49H$`~DNwQ!Lv+gBax>Fxz)CS`c(}bddM`=3xFGbS`mXfK?JqmFPc$8Y~Xs z28n{e$$3^3BIJA7)xE|*gAzcSG++3Z?I_)#|E+G&V(Eg5Jmo1aOE z$m$fG3}K!5I!TX6Lwi8SaBw$n!c(>RA7M*iDivx@go9H)H~?~7ig>UiZun!0h56?n za@{VTjz4klu;w@QM3CjnbXz~ib~A0Mzj@=tQ&tR-1OlkG0w^r24Yjq&HNb;0Xa__I zMr^OIBbMtK8`pqS0%TFIDHG)?fG451y*kppB5Cdg^2^GfB#^*so#7 z@V}^)L>|OOBsUr9S-!SEf`eFX3Py8Po_*5F4xe5bAO@O0UWY?vhNDbIwn(r4M94jQ zbc)CW!+MJ7bL3CaKatKWR~bRTpl_4j=g+^YA>SriNu&ejMC+nGrH=C_(;fLx_{1tY z82l|9CId=JShTVEpO|Qp3wn?;gR+Iy(AwG>$Pgzx{9nM>YIwra+~gU2Zf-7!kv2^f zwfLDs>>sb)Hl@%6sFAVpn`$%$70)Db+DteHKYHsvTd@Fp4l04T&^f8f`xqL{Af=>( z=g;HNp+#zU+G0q=OwBH^ecW|){WI(b%HQP&WdlJsTbubXTPlbcwbwTly3N;4xg-g3zr=)@KSID?sqSh7G;}oH5VIOXv9`_EZ&MW}>i|X{ovZ zD2d7QF+T<%Ytg)nKtEW_{*?H!g%wFuelSDy*~q^<_LZe&>GldVlQ$kTF+O&q45`8< z>!8^LP;{}$s9c&m?#O)a4Uk;5EY;f4@gvz6NJEt+(J*)!UYT4n)6q%0NJs&;;E$a zhJ+NkgHzGB$IpyR47OE4-uO<8+)6}Y^xgUiT^yD_Pmz4g0Z!KCPsmf~neuS6XJ zL`Yt~YorIK1(Q9hSJc*z0dzZ=SVHZh;tmd+Jw(|$Fz2^;oLEDe)OV~pO)f}tq8{5d zOCG^SuT#m$$l_)uCpT7C)3f2gmyoHB6K`p1$_t7@^sMdopj!C7=|$~_PUtxQ$Xgis zf0O&9EI(%C1yL8{ie@&w_PtvTHL^m;5i&(nJmYAX=ngeyR2eMzwIG@9=qKTaH<)C_ z6Koc@7#Frv(`OafwGk|_&gfipMcl)&*}UU<>M$@}({H6YdIIF`K5)niX_v)CMOlDt zT%4+|rWS{19GPLD~ z<}1nrY)yU)Ah$YJ`M*&xLY*={buStZKrZAfXh(=8=XE|sWL8m~Ov8B@K(9w-C z_!{PxMPq`AHopF5$&5p9<2`c)B~Fh+Q#P)QE0+M7ons!Z1V8x)QTCL=LbiUW9FNQ3 zt9v|V=Bv?_+e1#qYc5`*!J*uNh#^b+{7e(@0OVrp-|!3Gri7wFmB-8urLYsMX+Ebu z{asznB?D?y^z4ag%~#Yk-Doj){C9SJ-c-@ef;KJZgQZvI>YIraPyEr9(lavHHUQ8h zPI&w$$eC)5R@3c4`hFNOQS^C-H{JjuDUe_(6JgXvX?epEm1_WW2Eadt{jvKb2^mfi zY+3NGsj0!s(ceVy;N{K53f*Lb{V9&l+*au#vsy$$=fI`5qYsd5miFoyqwo~1FtEG( z4e7^QxndktHUqn8OA`Urzq+;+dVdPAh$R+gGqGK|^g6JqDyk?;B_1lulVe8SRJ5b}4rG{!{{3it3wt zszbwrgFC{G0oCV-4aD-h%z;R(cNgdjOdj*4x+FnsC(RW^$#=x8YZ)>|h!qo4cop#^nKl711AFWM7_KN6 z-U@=OFy6IN3OJt_)Hn~nvH%r!;*%R+6q8p_j4Smx+b*0=#j{;Uu^bfVAhzA(Sb z;pvi+P0_nED;E39k*@jOc;soq;9sU^w3$PDhx6aVrM-U~>j&LHpGLi|iYXfFiK_D= zj|nLWC9t4jfepCFzu8o&f(6#4Lm&G0J6%nCljF)D9xnKzDFkC z>p&B5qBTG~{pRxWa$3F@ynl1^*5i2njKSE#w#aAC3|qyC0aV;F$=StkaaaVpnax$j z*EPRs!|afI-QV9GK#e>9)74@;^5={QaVuN<(fL1_b&yo#V_e;k@4(XUK!?qM;nLx~g}g_4~6$PD*?R9Jolj z3S5EF0IL{)WV~tHDM0Jg*VEIgb(I)2VuqejgO{c*ov?@7##A*!4gjJWB1I;eyrE5w zH#axHV%b*J+5N=FFLDwLm}rOX+PcQ=)S5hAx^e%2w8E1AFk$3wGJdkY+S=TG&L?0Q zSbq$a%js;gv55n6*o>*{psNPH^w8jwX*PGp=k0WJlK7T?gOQX_%WpiPzFd}?F+R(XR}j&M@5BDf<-E&)%|o82O&HaxdYst?rv_|iD^_E zj(N3r5k|~-+zexR@X9mfx!1#D*wZRf2&9Xkpvn;VfNIK088a|EELSR@dPa_DWH~0t zPpY6Dh9W-Q+Hw`S$}hy!lRcUr1J@U}&Px~mB_%zMB_I$R?Ss7a?j6UFFqWw|8D<@C%< zA5!ivf3#nW&$SsRsRLsG)-{{y*KKW(UEW-5BaTlQ<;lLLX_i4zm8MhR|5UQhB>p!g z%gER~$#)lfNl6{EWyDcHZ*)BRwQe^s~{g z&+F`s{Xi29ObYC%|Dxe!0=^0jCBtTLB?YsXvz9-MA2%enWV}gmG)j)c(>^|>o&^z= zajf2EFZH0N?4&=O9mz&NaB|{}3n_~EV;e*^Htzq4(achUJat)F13aV7GXQtX%`+$? za)uci8uAVIGxpBBOyF+R)DC0VcAhoJq7lXs4`%zmm_~WB&>E@yiq-^gj#M$BO7#Cz zjN;~l*#bL&eoMHR^!4%W$WlLgvsDbKt15#@Bm%S9lQG&FoC_ci?4##AOC~DqiO!>; zr~XW9k!X$Mfq*aDXC$zl`2CQXiYguS)DVavpbROCTIguqGsY(-N>|l2G!Wq9GR=g+oA)nSkXUQu37OhN)CF0x5HLhljWPY1bAUV%WYk#Y$auF{&CoX&qr zdUXU0KDsHaf}bx^F^f)ZIE#a4SfDiGMnMW*Nr6>WKwAAs#GtTt-;cY-=oy8It*Z2c ztH4sa#zNiWG&>g#aKZpseEG+6Z1;yq4iv$V*$`(~VfAzKUuOmuP9#RDJpxdwGeqh! zV74D{OtD45;MIj}s84zS%>d(QTy4xuO&O%ZNkKeemEDeNZ<(Xc1HEuKM-XG)Z!mH* z&3TVKw*kYfnw3$J5-0h8R(uu~OlY0eGkZ+?*Ea*BaiymIFU6;_(mq|4J29Xz4ENS< zJh%Oux9Fk#;m_YJkTKT70sc!G$13mTFYt~00NCLgj>pvs%HM;|GT3wnGO+bC||_SvD29TbnOz182>dmCIpY1goA&mcws@~8nalhanH z_n#kvV2alg7n72aXLWzyeSePgPV~?YzUg#8@n73_8 z<;$Xz{$1%~>%7*JcSIjw_G|Ww^a&p*FXrv%l98>k9Q{}aPFBEe1fpwRUS1Ho2P|Zm3`0F z2R1*syyutEZ-Lp_(me$e{mmbK>2kyQ61f_KKsINle#7{?#^|4J5RU=`78K;UYK=LI z*0mLpKT`v&1CKS1mTWMHI>nYQ`KB&kl+3D9OGy0D7rKirf)id!qmV%TfHe~gHy=}R ziFAcE0W>phRP-YHXC-r1aU9giKCF)L~PszUxS!S1AOzDoW5y+`sGc^)26h)UXT8yjlO-tGIydoGv` z*RB9DpXYniK>56_o&%N1!GYz{6a(rjxyR+@f&)vI_T-kmy+4sDE$4Gp()Fo(`f2A2 z?$GNf-Lya8Oj&u9ri~ENf6i?~y>$y|QQ}c_MhtC6t4^Dr> zc|J(reMQjN(|m}%;BLO0R8@JL8@z5kih+uYioaU!Xkz z0P1TC@7~|aw$62$1%n?(v>c+gopau3mLob3F)F>g?AVS!q94ud5NR4b|-{)~Z85U4&eI@%TpoPeN0)=eAe z?G5VsAo1 zLUJ;>`whrKE>y3OgrvpkHwL{XWoD!bef|7LnRxcnSV%~j>ceMK2K1@>DV1|&8-405 z&Hm#>Z-hSN>xv#^UL*F3jGCV;H*?$Jk}vjZe+@hg1kK}l3O+jC+teHv>ptw)R4e(l zB;Ob0!&B(ohYUN|JDSX8oPjA68^obn{(4o7yb%%}etDqrx|nI`Xz|q>9L&>{X3vDv zzjYNkMGcs8YZaZt*0)Mwve!!kkNZwmH&a`≺%o1F`=D7Mmcqmuf44Gvn{&#l^+; z_BN3BJ{G;!1j=2HyoQFE!Z6sL*hvS(HhC)l4mRT4aG0SGVP#cbn% zq*f^CW_0qapi`5RMOt;XfLWe|Y0<&FoNjp-{V$9*kLIme+*4XQ;>JEPS=q4rJ|xfA zWrctD+J*VDySt;rN4lAd-J^^lbV|@6IYDQ~nD1$nT+c4?a7~7UTh#gos;A7{FT+k7 z%W@o-Wkr7Ef&zrz zWcv(3}cL_pv-4d45Gax6fDxzB=w8NE)1ezXaX5Z5SG(IGLV1AKXHNq zufZEe#`Ld12S|;Mjm1|%k;Jn%01?_C9yck@pq%o30Zqf;$3vsxWHKBaZx;mdf_1Qe zR41%f2tvu#YOT{4Wn5wki;FiaN-2QN-W6nZgG}Ayqr7|nA1Vrwpc5rAdKrUT_?^DB zPhTXQpP!TA47=ONDyJo*ygWCb==t-T3QiWCld3Q5yX+i}4s|gKBC&=>ig`b3to|?w zE0ytBa&yeIL{OYeS9snt9kcWO&0QC)c$A8NJljv1xC3|Oii@`_vhzYR==2m>rY)~s zI_@i~Qq?LdzR=ZNbKiQd`9dEq10Nsu+m`YfJozsqO8#_=SqW&M{)s3DXrS+k0J0#= z0HEq7=H?lqGvS5itn47Xyrd)u2IsNg9!WL-i_`^*F&_CR%~(UR2?>3ishIeT&-2oi zOwu-$KYbbmqc4jO@j$jcf}QEJdar!o);OOir6tS>e^r+<4P5GRkpy ztiOjny=G{5p=y_V1b?a3ZWLKs$-xMRY3_|y-4TUPNt-n~7W3DwMsc;yr)s}l;+z{< zTGA0jxD`l$mP6T`r<8NEp5Ac*{+_b!pFs;rdq4!U-DF8Z9X+eZ^!4?%Kg@UIcfG*4 zEN;f|@%LA%25KEf_*4m4B&!nUr`Hy@0X&F%JXnkj*zh-eof?gKNSC1W)qfWTx*%`a z&vmQ!!yP;JLrJ_!j|Ln8P&6(|2_bvngtS!LA{I>+noi}oz$}d&*P99luas16EI+)gqbERNCSgFDLd>fD)m#}) zz<52r_m~3MA`h2l_0!*1>r(uMJ~06EL3FyT(3l#%oDPug70C(VH+YXViqr{ zgR9Fp_WWy|!_-RPK+Vok0{Xd)<7GDBWPPXb7Nfqsxlt+Bs%sakzN$eN-&Tc|+wSCG z3qY#s=QI#o>YdqJ@q8paRnGUz4r`wEd0cme?G++(xu!Ha>$gOwuoEeRMl`Cv6Fk7= zq4xG1S*07>);#nZ01)?~Zo71gF>fxU*701S(f!cfjgTt=Y)tq`xXI7*n3c41B1UOFzKd(z|5>LII)cq z8~@?x#~_tRam;I;FF`K$yq-qya%sFi;j*rZ3n$0t6ZDNoPL_kElkD(ta)FacF#%Zb zaMXvbGm>FT@S+C;6=;nL`@6+*i$7e=mw-N-3E&NZAIe3rBKs}Rp%RhS{ngh(tQl6;FNHsLV^2eS=c>7& zX;Qr-l^i!Sf0ho&<(g8>pYQH3>i6x#E67ZPm}JABh_f|wp2PgVJDVS43gh!`@%Dd& zcz+p$-l@-OKYJGoyFgb|V#c?LZggr>bv9rBRI}2D$9G#qCmr~-yScx*$)ShxCl$-F z*lVOmU3jj6krC~AC@ZAL*A`HBmR5{e$4UUgE%{bW=d+E|ST0StHrOdlKv4x3cBklx z%AX`&yX{8~8uZuJ(V+x>xqyZQvTgO1@=}|iiUf@nYpkhu zOp9K}06!7tUmx|Ci0CS{GL6S7z3RQa%2Imj@efSF%WhGEHS#4%vbqd*Ys~Gl@tmCf zj?}gftuzW!Dky|8!1~hdsi&tmL%aIG&IQi0DrqtYY+)RM1nOF=^X%$La zM?Kqb2Zs3xjL^jq1vAt0dKHv@{LugVwdq@^BK`7i^beFB>M*T^fd=>X;gp;krThZU zocbhLa?4MiS0kl7?|>ku;^IBFJi2I=qiKsqZImSq>diWdMw#KBQ{S4d;9* zXm-RzH1!IVa%L1zM^0X~E&OGSV=eLmW%qdnS#GzLRKCnj_8G~CiDHjYU$NahW3pim z!)_P^EEfJ=AiL2{Xu3J+XPLAdv5s$aw@q2k=gvJqz>j;Gn_NHcW`9X0{yCyqZ&6j5Ct7+Rug_1=uqSI&Uc6t?I_^wf zus_f5GRRF{eDJ{HR<=CbV#v*PZ#a)U`S>R|tN@zK?+kBvPaeG{hWV6Q7OvmenbPuD zG3fdzF(sJW)0sTtJVBbH83l;5aq7S6E1w+xMqU&Q9 zjcc=!OwZG;YQln=9r_1Y=+_70$@>jyv8G*m?|psoXM?mzI5bJ~>H`(pd0AWA5Z%r# zk8CoKS*kt^2~5Kx)PhCFYCAqaq%vcl?2%_^*;Po3hi{)~mO{G<;m ztE@kX&(9)%>e|GN+7T7FOC@x2f&@SZ+)Oda$wMzf0dgvIB`g%NWVWVmB0Ve1_gTy< zP^JKXkuNRjOS_vh(@B2im;=CKcjv2ls=;U;s;(wHpPevheV)5K?53$Gyn8f;XOvV} zn#=Y#?n^*@i-Ff08ri>1u0IZpUJ@@gXWgv;u!q5qtQ{2yMabebJkV}X(vnnUL{jJ~ z_4{mqDk}XZ7~1ljsCUcZ+(5=rcp%^&3Q!P9-Zsu9E%=BnA&@R587IqNJ1}tUSM5(U_Nm`wC#C| zMB#-fy{rN{`4y4%pF^^Wy`RaE^X&SYy%F+xw{lY4G%G;2{#u4G@${s9Z0xU9_E!`_ zxQms$9=eSF=&Km333wd_AK75|!&vaN=bMWYgR5>z)8OYh>U|NFOD85kJ$BuuQV zYKH2-V!T%*Cf~y5Sv0896+OQP0_*kg-Xp#9 z$Xvqlk#2SRhxn>0$voHdKGmNlhx-Cfx8IgMA38K05a}S!m22#WpG-&dWphqtMMS`r z!^Y~qi^e5QEY_|n#$T15EVkd5rbqQ=m7P)U1;c{AsnJn3^1+_IzVsWQHn5VPd%7{* zt)TRDPGm^z=-=;6(~wGSY<$RTY0L|Bw4EU3y4+p;T)ZmN-dE+|C>I<&K1~72j_Q*L zc4PVz=Ov!6AE;2hTW1t{gM!fd!0KhWjhVQP4#oakG&@Bjx`i=89@Ovhp?T{kwlyk= z?x}Ukf@G(%DGw)eoOAGw%~%S@&zj7`|9czme2T5SI!K1*{d%S&3<|0>_{sdyx%dml ze{DzsKoW&4!9HMp*^U$kWfeW7eI<1t-mT4B$WCtP%R9SH{LG(&h0is1j6n0ib#cRf z3~Q8!cmRbW)qX@z&3ClMa${<`0=npOGhspPTp~qekB6wMWm5nLYv0jNRTf)YTd%4z zYir});t~_{d8l6V@MtKD5)0uV>xas;WDybRm)tdsDdHF2W;imkSboj4H|Jg4o7+G; zF^HzA_@u^2t9(Ag5Nd3 z-Uj?U0(Q5kpATTfSZ(oVYJR@3S4CO5(#;1Tvmz>}b_KuvB?MdA4rYKLE7|4?TJj+= z*<}8}JFp>K5A1!ilpTO*6PX5pCjZ`nIkH_Fo5LwfBO|F+c=h9867oO%08aQc!E)UIW-p8q4M35_bcl$1|rM zr~IA}3JlA}rly4==qic`5orH0*pmcYW9Rg*q~#fynX{61heK@me%Vvr75|2X3CiR2 z_cgy|%G7sp<2OZgpNIdHp!nD22TdokVqsvG5!IHYeze2C>C%|8dPg~Pb3nG`tS@)i z`pXYl4raAGnxQP3O?w{%TA>x=&a=V zyb*oJZq@fYE?27-1e_i@qOf{WF%E#UQS<{9c?ZS-=qwrN7O61UmlwR=EhDwoGYa~M zwGFLQDdY{|O|^Iw@%|}RbF)}j@Z&6Oa*KcWmv8||z2h__&D4}Dc;JIGJc$4Fe2hkS zto;Mdgh2a%P)WJbAaVKH$AxW92>>8UqWDd03o2HP{Ulu@TO$~R+iJ1UsH5r&iEzj^ zHJ<=uJ7b^{Fh(jj*r)~Y2P2NyHotT|f5rL{^vva7+7M*FAE(#Z04dA}i&3?TP<(cV zf~Dr^d55IvR`{0J)^F81P8a(C7#vVnC8Xt(lsM{J8KqhoJAJKL4CG(Q*$*Lu;$f@8 z$=+lV;D&m2_^xa!gMq{9X8@NtNP>m^if0h7$0Y8BFn_T1;LvN z$ae@uEeIZtVD*uGz{^j;FEf*7FaPdk074-@*I7@8QWRi`e;w*SJzxZbO65t6j2Z0z zMhzMcB@L-{1^q=K#N|xvQPA0?=J;$qoB40t0hDf}7+6@g-2vQYgI8v{x|H@s&CSV5 z%51>FqF2)j)++GHVBu0-XU*syKv|a{|LOBt3mFi zBVVZGfjHt!kWPy(S zk}@{Z&1EyJOJ{XkL8t_489i8#WlFnFA|y zJJba4_VE#46FzAh-A{F`vxwu_LZO?=Sfuh~~ zr5B@kK2%tnGpknDxlg(wAMRA9aJp9IFPFz%@+{X$}ii+l&RucabolC)XiZ!(sL zVb~gKA#g9Z(HZ#45(bYstFpWc)xAydA3r83rugnz^U|>I+3j2*`OIc?cai$;a6|?} zNwk60a8zGJm?OWrl`%HW^C|1}^!7Pd*R3S(lM#?LE4W6a>g8dyarOWibu=3p807aETH6ezt+L0Q^1s@95Bl=&2 ziW}-qj!9%H`GEnMsUpVvN$@n{Lpl}xWE|tuXA)#hlFuJ_wZgzpmK}ze&zP5jZIn0H z;wea14qX-63Ds#H1h9Eqs)GGt!N)=?LT%Ht7PRKdhk`Au_`C7|uowaL;VkN18Xa9x zf$%=lro&+ODrvrfp6>Ah3fU$>kKH!@_)oVM;2$t@z9YSdN~yfP=Sa`VR8iFoURLF{ zLay~b+8)kt7Pz?o_K|3j(xP_A>`TREU^wZWj}$1E>~cN5qGx(v=%(Loh2Xz!yBIx- zo%gf_B}GXNE>^!(Ec#cJn;x{TNq9*>zD=|)nB1RX<5Ogn!t+xTH{Pm#GQQ3oZSpM7 zGvs2}#0KwT@X7DCSjER^GSmjmcRVa+Lbb~~S3^80pa$0+JK27%q_Cw$X9-y(7Ptt` zOQ9Zs0+%3tRC)n;^*lBJDi-Z@vM%Lbpq4$T45ygTq+au0c9u(?*d%z-_@IFHrw$*T zoeT?Q1LQWn>tEYa=HiaxNOC>$QluIm7nmeq|F&4$)?DsK

3-6G<`Wn?Ss`YGf_x z14NH66+IE=5Y#Zs(@X9Z{q~{SShU-8LOu?l;*QROQMM9rxDG$J%^A!v0Lt4_>NVT5 zNM*PnLc;S6%2{1ig1%R&8&_4~Ub18V2WxKu7RR!#3lA>AB|va@8GMjn!QI{6-4i^x zTY%v1?t}!_;2t2s-5mnS-^p5g@3qc3``ml~XAkry`A^?p+I)-J7Vmt!_) zQyYGKT{b)s!}&ozP8juoGn4!v5ko^-te=&Uv7mvRoIG=gVR$+h+Bbfj#O1!d*RRn5 zJ-Fump>fJ*z#XX{Jm6zuW4_14GL?IZH&V5ZP_03f=Dpo4&oIq6jO)R;~l*vkawyJsgSpsx?$?RZ;VcSEp*P&w;iaK+G z5$YZzw7XEncS?r2s?e&MOV+w5|t=%0%GpElviO z;mdTJer|e2Y;2S=%Zde7lg=8^0zw+?#=o*?7d=dZ_ob`P) zwuoXuB7v!coUYMU_FXo1!kaNw9N`rf>o9H5d7lT>TzFi;^3?q{+}KM;NG@zIdM-7$ zph31&wx~ZM7LvWjsO>F37_#ZEHy{1nF5?8msq&5170^mhYexeSQN@lae70o+2brLh ztq2Z$^9Q!P4+oP<)N{05xq@yQ?o<{jeFZak#uJNx+g%mF@3cY~-)}d{WG+gZ*4G4n zo_$tJl-!xfgqTh-jL*-`z6!3ef_cgZBIO2Z6c0kmNU{}qQ25tcDxK23HmedFCS{}5 z616mng+?iOznNJ;W*JLVwMJIFqMSS|qd5q#O|1@- z1ibzE4K^zzB(Tk&Op{9(h8bl5(-7x9V94_Ze9^zwb^_vHe(I9ml+ z_^~{-oyxDVm=1F-#*mRg#KpzSJ1{^C^75{Q$sOdJtUh3}tQq4b-rCjXY z%y4hjeu1V7_{dGi4(Ia-iu=**4t#3)`*=B-2XsUKrzUZPiZDU=YuTYZoR#HT{_Vcf zt=j41L(|s&!NHj_za@#axStFk#u6c!oEg3 zMSm=sWpMmL^f2&cNab9OdZ|eAQ+8c#Z9Jh}apI$cDeuK+0skMF_2(92UQcWF0@b$b zbO2qbYC}$=aNpMsyxfq#Sb$tpH&tuZzrF865BX&Pa>rz6mU4#7kMqCzVu6V^i*3QL z6nBPsb}+|yB7RLw!$~YzTnvrx#>niPo1h2%< zC=tLH2uvp?`08E7G8?*Unt1M1*q>16_dv1>s?B{>x4CLr1r(H&^a(u0D3hJU)<*B~ zZfz6Ba`L>z7UQn!o`3p@S$Ae-Y4!|D9}MLb0o6YosTp4SvB_rAQ&hsASa*|vrv&P10U^mENY^}03aPl zrOl#(2&ERAxpII46fEuiKrDqt-M5BDoTxM~MHOtZ2eHz#1N$Acd$7_6L>)DmJ;whAm-D{^Y$WExh6 zqYG#*PvrC|9?w+SEjwK@S}YIji-5T9l#bpI%p*S0XalRE3sggu;o=Qlk=&y-VQ}P8 zkraTHkfI`9RUyV|P%Es_ZU(*i&w)8d-39RI0qdP6tqy@H_cImz{#_7ClRFU3UTZKH zMC2j;sR7=xJYNErEVrT7elEiqGW47<;Neb`0dR6AkM(q*81e~$6^QWhYd4d6tL5tn z!wJ5nCdc!AaO<2;#C>kQwf*w>>=QMN9=Ws0=_(p~pw>D7#wD)$%Qv zr0`_tYJ%Yy3Ec%GKe(d~05pa52FA8DH*0+I5`iODe)C3<>6w{>l~t|Ra*h#TrvjFt z80i2O;C-IY59(G94lGPeuaYJSb%oT`sp;V+xCI4&G3|y1dW1<7Nw&CnU}r=7`x-M4E(a@LpKUw~pm4EMB(Hk{-z{%cD-^*NfaUl* zU>V}~`TiZyb&Uuu7UtBsdEVPomxZn90nrZ&ewg2#`o8R+pKp9&K>Wn#lj0U7K`q4Y zMW#=BX&GG`Q}azw@2=M9bcVuEk}T{<)&i+%JpBjF;)7-LaJo!@{3WF9k{5%s$%Zy=q7j%k2*WRM9`a#Qyk_)+Yn9%A1>68;d%6=>kRB$RONoWL%tV`eeX1ssO#I zgPSXGYwq9mOS(9^I{~-;&9D0V2dgTpnv1c6tJ5!mOubpfRR6`G3e>D-Y~l)JQ3beB zP2K(w+LeqQh>89ybL+3V|H0h)C&TLhxc}DBtRZ*MwfX5NDlMe||9DQWI*S(YiO~dYW z@A0Drvw}Y__D|xtWTkW!Koo*lBcT_tysyVmUnHf-#JMFTPxDlp+>fd zPnK&23jAXvH;9TNhxwgd*zebmmU%?wOE#|Lc_UhaxESzk)=Fm>1x}zt=s8%c9rmRJ z6xq5F5AAjmen{!8)S2XJaZrDal{`&SO^2qsRIHaHG0ULkVZV;>O8r9h%sNpQ2~J30 zH1pFtcK0DzWd9-~Y!Uv`2&sxIZAyJ=6F=q|c5Ug&VN0FZEl(`Hi=Hs}k?9rvrfE+750m}!B?+l5!{T2=E=yJAndaC@p$P?HvMSrIq3#nZP7Z$|dSNh~b(ZOkl)X0Stg)gNr-%mh;A zX@op${69>`AEMmQW&L;)ww=!5tI(0GM8lD;6OCalkU^oyem&vZ(m#6l=7*nHI{2N2 zDOthk&Yp;PEVbkh7H}De_(}0YmZvv-hd#AR@^MvbyLXP2pwnCK&)t|W?&XX{o0>*q z#%02a2h*woS$dYYO+-AJtjti;4Cq6rXoGTb#YT9rUVqN@EsHYiOy%~@r?q&1*K}hi zM|tlw@DyltMV4?w7(|WyIeq~OJ=#}Vg(%CFvYJ$t7mRgoxkZ&Nw>U~bu}w6vjPCU234Az|DmteDEz z07;Ks(Nw20Wec|@nT%gDNunK@dOPOUrmL{E#EkHC5Gm*aJ)r;*_Nwq4jS%49Ui(4O zl0p=>uD|u(g+ej8p&Mo+4nM@|_GkE);t+HNf#$a$3ao& z>N0NaP}kzgI5=t{3nm(Vp_f=F%=l;T)D9P*32M$SgY1*7BEFMF)oxA*;@e~}s!HuY zj4!??@v#hcphiG5e2@%kGsLQt7v{Z+S}90BhKTJSJ$s#}pPurj$pR%#(W<6o#3BWX z@Y~Tm=jn31y5QFkT{pqmkp5yMsD?FJIV(H;c3qn{gkK!XecZiVmUM)acu3@ij`;^$ zhIP;7KaiRee^tA)A$4*CBAkecmaBK)IsIfk8?A+U@rmiYVS)MM?sE{@nduXBw&ztl zUc|iKTPVb_m74(vxY3X6L7{`X4pEW%qsmfBY?T;eC#9p*Jr#1uHZ#TL>?O+a#1`_K z^*vW=on*Ez*`D7*ZP1;4^`zxJQ|OQ74;+phW6Yx494|R}1(m6&%>0=3y{y}DXbuOP z8)G`?<7L?m?V{=XvZ9<_RnUfSFku4P7sXMZ^ew29pbe7)-Hq-%9IL7h6B)zpXwT;& zxixqU&U4Kil41Bf6-8mao5d<{+&GplgUIs_sjBvS@0+)%Hci?GAKKr+&VOP@_-q7k zq|J1t1fRwL^T-IjO7!x|>Rnq*X>AuO%gtMJ#e!4s6R%uptiiN137QffD$a96wF{bP zTqEza$vZr|*E!hVYR>$0OsdVj=EU|IOb)8H>X2M19{p1J218`DQJxGi9LZjfwbl;O z-8gbaI`?-`@s_-}eLW`AU>&5cby<7UbDHy_-`Py98|SjKA%$7Lm`%kcSXG#d8-K`6 z5QEonIt>G|F*&&&&hEC)p*q@C+)7L7@``{s_5nXm?d0K5Fm@oOyn`i*sb)^R8f!GT z3W-azRgJk~zLvQH_HC6<6eCus;uW_7;ih#j~HsiV?*`mG5ATH z5G~cU#*OACscappv9^u(&yl>$4V6PRc)|>fsnG{0!Zham-lqzw+?PL$E~x3ZShpzz zTgy2MQ})ht?0tVJ;UQDg`{+`4)vmFR`{}a6&<0Oz>WOK;iali8cK?8UpU3)*7J<*< zR9mjlPLS>ao1qeJ7T$r_Tl|q2Q9VCpVvkimx#_mtgL%GG-Igk}4hQ1-Rld(M6JDNG zFx;j}b~U{>wS0OGA)RkGb?z9hy3uDp6eBz4RKk-JW=>SD!Yw73BA5jaSOJ3$zspgO zT}&-fGu)CHg(Xiem|;fPl*)~~BSGDEF;$)1Z44JFnAYY99C;IwP@AXOY9w1Dym*r@ zaeaYRL;?{}HV9&^H_*{2JwE7uK5}Aoc$428>Tm}y7>EANSlkf%BXQML@l(bW^vFV- ztX=!-Gxv#~C=E@JGY9^)7i{{M27(VlVTXwp9UrJ2@Js5z=)&?>PrOz3Jd;ryrN(8* zu9@kf-^fX3bN3!6yL0i0P-^}An)}KFe`4m1)yhg;?x|1Kfi8skqEZKNjpEdZ_DYlK zWn6Ougr4cOUv!{mLt|$qs)!fWGK%6CHG=M$j!Fw_Z8t?R0>ND`W_OeIm-Hg;jX#A& z6%;cGnaNby7eAoxZJQXa5ltUlSbwy`aZNhi9pz78O5Oj&x~lx{fn47=CfdKiR_H>4z-%URM{DtIVWA^UcxILPSeNhhS-A$ef*5 zU>?77ba-IPWfog|uaPGWADMr=x3KiUCQX^MON?Q}&m`?#@QZ`7%ycEEZi%NMir!J$ zdHT9+S-W?;(U2FoU;ho8O<#T|Vr`_+LNWW=*YQD+w_l(9V?c25-Q(RH(pj$H1&yPCR7zFM{YD6QTwV)cgvdY*;;0=_NN6w-^Fz`PK7sKP&Jd0gloj- zs1kd-Z=tO*a|5UPBqNQ3Kox1PH1CRVqIXF88v|XuyV@GUPK~eHzwr~hhq2s>lXoZ; z21$3I!r#A_5KXj=q>xlk5|0;#qs1)`)vFo|YRXm$amU4l9#s0isHG{EV_oRfy^2}> zhO$u~lOdtrO*g>xRZ{#BcXmj0rw{Hdx~*-R5`2@E?mPao!*7Y?y<8l+99Nk-TXh5Y z)KWr;-^--KS`2Y)yu;ZI4N2ueRZgftZLpAK z4gP7qcqdKE-+O3RM={jrZyrS-{~Gg&zYx8gVL@4yJ%!2rwx;ZP@s@Jh7EN(+PrFFM zx;$A0OFRU%u*PP$q%V|He^N^30^PozJFhyg6IRV|sxj|lD$l3nota#n7wHz8LCuU0 zOqoIPR}aD;uGV0Kmd%(AxO}KiO3Uld)qfzdY>FtW_dmW7cyP`d#9MM}9xB(a3lHNV zWpwmW#!)voQLKp9kJv#ujS!~i7=hOb#wvXiQxphA7Zql}c+r~_6(}oC73=gUwIzxj z^TjonfqIblph#t`4{9#sgKgMPr^y~E8jpZjzZ{Obw{r+jm=+q)7 zXfm&*#Y$F{hT4iYZOQHy(hvV*HA>(rW4gkW)xv=3Fd_GT{Vs4d7dzcOa=n~+Xy>c# zjySF!f|91e>(ZE(UUPgFje!$Qr6`MTQuneALKgFrcbjEB6;jK|=?`xCOd>|)OS7L& z{9})c9G|o=xv>c2NfBPry-sWMrSP`$J-vzc*Erc3{beO z&0Q4CJ(X0MMIG(T)99*sc`TJMFSLUv!F4j(NjxNAB`+E=t zs6t#^-NdYnUC21tS>=rXOoQ3MKm}%QR<2|`Y~bH&^WVm^--Z8M%l}pVZ|(kfv;UW- z0_w4)>#y5NyBXVAn~FGC+L@EFv5L5w{<13Ya&Q1j_#bIzb~XsBn6Zn0%kCT zo$OcrfS~NZY6dI@zaAB!!ke@I68_h;2v{QiqU!&iq5hlj|E}90f9p26|I%&$Pd)aB zq2=H882ev(?Dtgm_eTFJ{NEb=Z+h&1XyyMyXMuSE?wWsf7Wm(F77yp&I*arFrnA_A z&I0Nu<7Vd|;|Bk?&iV}_{x0_~OVZ!u{?Eah|G{*{Nyh#UaPlwMB5e;?%fJ8x`gQ!W zg#CGf8#wWYN$SrN01^WKfkOT`0n`QlqrN|j0OEsz<6m{Ka{?!RkqrH#Qg)zH;P}f4 zpi=ff--rLKISu^Beg8v%iR16x_E+Mhe{W6$B;);6&ehGu+}Iu!*(-BQQ`V7?2jk9a4^peB`ZM4p{Crp2^p2^mDZcPP1C?~6LuZ!zt= zb8bMB(EYaf=Dd9QzH=G#RH=OL4X)$YtCys21fD+}>pFYsW%cE}ux!F>-!AQaNpkxY zQMZ)p0nd#po7SrbS##}{>|vp>KMj{7gKK6(ti?6siNqp7nD?D`UtORbmFs3b zzqXkP4e`e>N5-M9@$zOT4JySpPGW}9aKmX*rWKyfef<3xLZ1pFpcG2%nB+_0qErTK zBB-Ktb&99t9*%;V>qM_SV!l7aGIHb2bo{RFhxeqoI^N;easBybKDgB6iuvYJ1b2Vf zuW4>v3Bnd#JVauqP+l;AE#2(=7?&nOX~ju?f_$x4`Ym?Irv`56A(aQM5KNUU(RRL+ zQt3B`$w>kAQ(AAMY7Pux0E_D;t{E=gFg>9?sYbM=);%X53Q??=uA^t=9zk#tdAkW=I~f?X7@aO{G`$Sq3N|8M_F|15=uYA;z z;?Ue$IxA)Gjw(nNC@iH)dWqah9g&bkJ`ySLS;P73s~EAJPS{-GJYp^Cn#R}4L=$y#Bk2GAqvl1fdZ`3lTGptax_j(QC- zp*7ydoO}WH*dhoQ2~(>NM+yQl3CPB}RIv4TZW;D{K*xMfUz{{o`Z1;z21%?p#D^IU-7o|F-CDCC86K0NgRBx#1qVy#W^>rQyuQpFFCv>q-nZ!rpvqT!j zytAOlae<@f&;0TJq;YVB7RGTX858yy^ui`l33y_{lSRjznm@hjl%fg}{Y?p3tFTN- zlRy7em0nkux-vrZ)a4SyT=&G_+?!VZ)j0P`mAWVHQP9sKR7#{kYdzOzd*$}n(k&S) zUo_@zjaDCal#KO5U$m{kuN8iKafqZ}Qf+2Z6j+V7(xY>5Sf*M9+F&MgUc^CUBj-Zs4)9nvM#uNSj4stwc`k$IPy-x$ttoa>}(Y)#iDhU5sg zWl+QPh{S60}`Xj5$~Hy8MZx>r=`J40#3A^pzj<4eK9 z=iAvjw~4n3ytvWdh#2|RcDP?hVB>*|AF4pr#$`pb)B|y!<#^=OOh@ixmO8{z9QyG} z_d#+=wOKIq&e*ioHP_W$`ruwHD0McgY8}Uz;h#`Dq)!X~Gv53?`}}P#{Bw@_CwBQg z?fiiwektYuq@(+t7IU<7bWwFOHZ}j3cZ5~c+RatT+(pdM-pSG7H*Wg}``jxrwLiJ% z{z^~>_)yGQ|0JUW^Rh!ATz?(Ee=h!917XNWNK1eK4k*wH@CW+24vH1`vbF$$ ze#7KK{j0`Y=zrvf70reDSNc~mpgqeVF%Tj=JOVr%A`qQ{goKEUf`f|k>=_CH7B)H# z@e5KC;ul0jWK=A)WE4!4L_~Bv^h|7EPEJlzT8JPoy8sIZC;P8Tpn#YHlxHaTsHpht zX=QEW>gMj@ z>E-Pc9P&0aEIcAIF)2AE^<7$eMt(tIQE^FWS$Ta!V^ecWYg>CyZ(skw;Lz~M^vvws z{KDeWm-UU!t?ixNz5Rppi_5F)o7=nlhhK65J@kiI|CH>%$b|{W1q}-e1B>uWE+}YE z;DEt|g(C;UV~Hpu7&~KAum>XIh$iIKbt6%7sGQ-NxJ)5Gr{Y|vKK~`!Z^{1e1Pl8A zCD}g(`0m*9Q3IQ+*fYB0eL-4KUve;G-D`B%L*g&&4mvV#e?=U0;Ldg zH!AzY?1u;KcH*aKe0MKPKz@6a2{Sldy+qO3UuPdve~@I+{EU{bVDu z=rbd|M?bv4MM*RWgG(UvWTQG<$O)Pk?6e^uBo+eMNPJ(JvtG2!87M2&N|-3pw&*x8io$(m^LlWW?hy2Tv<7GUBP*fbb9SXuZ-UlH?)HUEKVS~l;=;Q= z(I4FH3Or0h53KQSW@la%qR0C9(G^0!29af`97`0*+}mFK4c6 z@N%$tmxGh{mPMgKupmFW4nCby>z?mq+u@;jmvU^$#dYy6u}}7o?*W%P!6bVLMIE+Gugg@n+e3SKU;$#iao!=~p_2Yo zhcJYMV0pNhXSTNQYce>gC0)C4VPjR~6D3C0Heod`Y@F{gd!g@r5qw5JYPO~n(i)q# zR@+KT&|Ar0GwjX?Od8g7B9Lu*XjX~PfCs!Pr$jk}^J6>V`Q~h+hnp5+!Tpfs9mg6S zkpVA~O`$5K5hp!-t>|r^jYh0veE-TXUqjR(_Mx)0ko{v(&<7I9PE!E^ixZucs2+1N z^Q0e6`pw>abwtRf6{uQEX=8ls%{QUuOEri=F1m3O#h7gqJ zq9wcne(HAIo+RD`_{aL_Vr;OU#NS_(cr3-VPK?Hta5+*Dq3j~G$Q1ehs8)2a9&|D% z)Uev!j3(MW)cN7{ENQ}S9>Xz>Tf$al!fuPP?%9k7|8$@7u5}2tnKWlT?RbfR(blZ@ zDvhGp1VYBNuGUtA5ch&=tc0sJ{RLQTaiczqM*&X!l3jJt<5ZsZ>=ru7>0#>{Cv5*= zfjDbC@G3Vm)3QcP4t6F?hKXELP^vU)cYB=hOBSaq?!9`@W|azce5TVI4t<msmyzV<*t$=J+UnIkomD)0#i~Qnq}$=v)7wns@E_VKKWe} z=0YYmV>g=K$~LAIk(74D*N7yH+e#|Bn3y9Jn9cDI1qt~{toLh8`!6IcMn~>d5cZ9; zd|rs8Npx-r@-eAiU6e~Ocj-FY@~G0)r4A`KGQ%9YKGuEkQg>{H945@y$BEQo5ZV>p4NRZB$}uI|vcP_?Qf>1ob{I^^Cpv2UR1Yrpj^5zj7i z*HchSGf&nQUwSpj`WD(7zmFhoJB{S}+un1PFV?Lt5Po1Aw}cY8r23D%PDr~S87o`x z-->LR;&S1p6_gDh@`Y4Th2xip-ox`{?9#k@owvA4%VcZY&&JhxF!J*7`XO>B$}-4i zqdm|EmwmWxT=Q_g36u9}X|Tz3S<1tVB+KT?6?5|XaNmFhJg#bWP+}Hk7Vo`DlC^)x zjpTZfh_-<)pk_-KZ!bV{6^qXzOobgiXKdSaGNc;mlfp_%*GJSW0W~3}eY3#AA`r9) zCoLEI)Nk0PKRk4U@U`}Yhp}wDV@w3Xh6(Sbsg^62O}`Q-voCct|>DASx6 zQK0%r8!u>+9$i>MOO_*(`~Yg6Y2ZL03q1hs>u_Hrn+SzuzUWil)^Ft{3>CNjaz1c$ zKCv#pU;2P&Mit;Zj6X~aR^|)~oghZ+7i>e=rll+rz3V=lxGc4k#-;YpTrL!`f*Jbd&-IvbE4E$Ck1AP>` zg0e{rc`R3k@Hzyx3h5MlV!*$Cn3>(OrwV-JJbBJ#JXaJ^tCdO91)lY&j3`;@Hnd$ea#@FBXi0d^lNTQOpOG|Ffc}?9T$8f zKX5ANtGmLvrjEzzkR}TL5bsxy!n&3qA?Y0VHHlAoFwfJf4( zVi76KEKm5@fiCtn_hEMG%{K+B7qsJ`uEUkNA$&edUgPe5j-$%66PWD5`MgL&x*Qb- zZCNp8O`_We)e!`hlJoMLB+icHoY%2)j9}tgNuR{e_e%ZbVzQX`Z6`LmIhkhHq@|_U zRVdj-{dPGr?|Ajpy(X$;GZMpYeyB}5FEr6#4Jx!2bMu)V3ZuA)UT@9Os*Gi?`afJd z-*4m@DazSbysH1$J^O=m8uI8>hK~XNvXu)PGJ$|Al~71zDeyvcB{Opx%Xdb4lQc!? zEp15?!EVysj0vfOI{e@-V`O2ww zIFq4YPKUnEGzEFw`3xu&^zk`G{sJS3pOX${U4l9=~ol`!kEP0M15esl*`ggySxm3n7a`z zh<|feDX;z+VN~P({m!abN=nayxot-Z46>)scMZG5RNe_4yGqXsza}W!*24!)VwqUE zd2sE9?-lN|98qVvwvnzrA|oepONy@@FtL2W?F};9`5xA6l24H6|SEqht^TrzGeuaJ_dmnH*6M9C=W6vUQT@pu3zPGv!>_EFH8n#jlv@ zsbk?4FeB9&ONdMg4vcmyR-v+%B8GpNg5;QXy>(rDI>EaU4?YIo?8(6($%U`kM8~|8 zB`@a){6q#g#wakqO$WTVfXyL`Swf&`WZt|?t{eE~s8iM?y{(pMnlN3X+j`L)B0s9Ub9B?~fBG##;_PoA{^NhTI#xWC8xjC$EJHmUa2YIVjfzTr7z&hq}1-tUvT_7!Bs#R0z>Oq%n%YeBO6VsH#?Nui1zwaB2(%(M}2 zqB@!Mt!j2kCE0uO;X;=$A-c3iiY{o9GGTJCtN3#+YtOef1LxcAbtR<8w9T0A?JFfs zvzvxFI*abigxGmZ^#wW!==XeL8lEcTTe5tMksj3V@KH;IbapeAnP-iIR{ z`9yw|#w93NohjlD=h=wo)W+TYN*5qr1BNBb5`m38Jg&hYqaNt}#?|drp(@)pY0t>y zt@6eyG@8J%_tpwVqU*5)G69ouYESCko@v_TwZdZo>8-#%aMk}Bwn6upgmVN#x8BfQ zk}G&C#H zoh|bdIp_F%Zb(roPaS}>sp^$Qity68yjQc#Yg!i9Fig9t)ZG&uAu`RLYh0ua&KRAY zOiK$Kg1~xIr*(=D+)U$V4k&^iKd2AKv+oMN;hUF1A_$!`H-Xx^t@09KJEn3N)SDai z4W?V6`> zs1ohlY^l*nz@=r1R20j6Q98LjbqTDK(_;@eblNDp55qUea#gD_Nw8KN&5?1Wx~|Yj zt#axJMzKVota=HANg1+nZ=bwjB(;ZQ(LGR4m*e^L6I7jD)oK>)JIn7pQ*vEWHtPDd z5tE@=diZbxS36L1(8W))@0RZ8GFuS@0@h4vug<3COX$D>qAZf7)!!ywZY7D7*n?C2s~=>{px>3U7|a;u4nuMe zpQ*;SrBx|>$WGFt^UAUk zh@k)rAj~Pi59+y>_DeJqJgaytzSg~uq8oC3@b<1@X zJ&xRPkoz$BP`VpRG7`jo(TYoF)oc6{K9v-$fzyp+>AFRci`j6O-ivhT(&F?7< zw0vh{u)+f-XuoDmu|CU|e|4+3ZbK??vZA19!$lG@ExLxqX46nc0IS-+Y_>IdSyA&D zaxBj+D^>aEM&$7mbU5dEePYv#=5?xEf1WYL{(?+U@FysXZ8j`6Yd-|#ysMnb_$TOk zYB2An#BIyH_({S#oI?g3a$q$GyaFkjf~8P<={v=%$8sbq%1WyvI%o(vB|2!*b}r!&w$@fHVYO((^54CjhPAcMOLhlS=7ly1GJi842WMh;=-vu;#MwBS1V28NVs`W^O zW-X@WvRYBOD>);c)+mwT*7k}~P$GLBb|Bp_2*{0n2-4|Pz1A+$v zC_h1Rvlp*MwzZ{+)x@*lORqdL>TO#XnGwB`vHVv&OnR=wVqM(gm+cVnl^^4Kj8(bwXW4*b!sODN} zKZjm~jM?`}k;gpI7cZ4h^|3N+`sf-zFD<&!F5|xApobXv1Xa zaSOX<`aY0A>m7M3gs<~fnZd`ijNChf1(*7(?=f(R|^T9s)d zTjxVny2R2i`wsl)OO&&}HfdSnh|8w6Jm|dNe>sF0-J&7D;$NgU?N~J39r-#1b>cfs z#ygdcwpebvvu`Y}*X2J!HZeP7@%U#VxPbaF`JS>YNe?-EQo?*feE`)=@6adZL;u3( zi{bGljMpERs+cLI%|m24f(Uoi4TQ_Cwa6mjJPFlfr&q&@t-spv&`h;= z%2pq>>s!z|i=Bp%XhpSxSHICpGt~h|0Q(!KwjpybWB|2{X46CV#kz zm@_|(6zbKDyZHEVcDYDMzQ)wmvHJ-!9fs24G4RfhNp3=Zk9W+;Z)-J}79{O_$;}JI zlOC}|RbnWANS9DTpVicKd_y#Cx2PVcU=tQmCHEk365ySHx|Xo$UZa7=Y(Pud?vuE> zEbd!ezv;v7pv3>6nRqZo=o*1fe~7gyEr1lI<;?PFNbYk@+I{@$h}^fJf~Fl__p#kxm@HZ|2dq z$aQ7;tlEq@-AZfAJGKDNcr+KpO<+D7RebSzkf|icXJOVnW=@TTh{TpYz|D;^=!4o+ z`GHt^o{T_!U2<3*nX``5Xj;l(F{3{aMCK^e%tZv&-O2-3_rM- z@epizP~>@K=%&Vk6BY5fP-G^ktPrR+i)_OC^Ylx01a;@z4mWUcQ#Yeo%#Z1|@r}cj zHLI#-#dmmDbW57VJ@%=(XD?fJ3ct%D3N+z641TFEqn{0GeoK`!>#$MJjV=~FUlh|t zYkkDKTV-0xYG0}}yxBZd(lh$( zefYJ_STnsu0%I47Kw|N}9Pbi)PA%kjzY4O!{W

_x#YdAyGw{7szw7rij(bcE z=IV4pQ*O2EYQ9$Ak7g%q}?L^j=vvOtP6tF|C)j z*hg9R(5*KmYn2*Dv(^boN!*S+Tl%@=;^V#98G302&M&1G=O0HXj!KFX!icwkvwR{1 zV?*5N4XQaq^Ab)zGcy-%wz@h2Z2+S>r*2YAKj`HX{Xo%t-pB(%T2a5FWd1;I7}Fr} z8~S&AeBNe#_-q6)f;MfFF8ugf`Gsa?CWRQ1dXWwcCsJP$F+!Dhb}e74Ix9RomJSka z6=n;#-kN=*8=GR`1q`r=Bhi-{m6Zz)`|z$^)!O=<@}`7QC8205uhS~77+?w2jL?#m z>~YOFXZ(w_ln9)c@73(yDqe8*Y|Yp0viKv*_9KpxJ*b`2X(3D}ZldB*UKGo6RIguB zqGe}pcAC|8SG6vOMxVL%o2|lXFVZS(eyv8&Oa30OYAsJ=D+Z=JJQk;BdmbsHBMea> zq_QNAQ6xGlc@}tuYe>>$F+DAt&Q^fTm-Hp6cJASY2M^&lThoj-Dj|Bt!P3(C5xSrw z!!%FYDg~+oEzBcZn(u@~#YJKk6NF$=ZeCpC4`|fA6>x%HRh$#4ZHIE!N^Q|O8L<{b zg^soa1PJ!ZnQO;axP^n!K9M7BBT3nf@lqjDxNXF5_Nm&{1&}Kk8&H0@L&e|jl=ta1 zP|t}v;Aa=-GY1Y4U6nSRD)h8D>0!?96yi~KS_YpgswPEG;&JCuNHxg0@R*cKg2Um6 z`R79UL;V>rFnNhT9`iU7Gss0>Z4`o0P(1hK)%#7VdB^!wj>{hFA%kny{ldT;`LMTx z8@cgvb`3n}sN+qtc!fg*C9_$(;w*Rg?Yx92o8LzXPrx%5{wFANCg^rwwkP^QIct;m z5f1MeqKlt8k!lL~R6#kXq)D!BH#U7O5?%u1YH(6*B+t*{5l*T$Au!YDjg2z?xT3+2 zp!g#$wVd>@(dDm|k_5@df?h9En4T{WTSE+bsu>uF%A>PCUTMKfrDzr_Rtebz$HV(2 zyB7$|f&7vi{gUUM3aChX0@%4?(B_}yz8WlbeIFh0Yx+D^EaG^X)aIHk?~!8#mre@W zBzuV5y_S;8woHljF>+R>D=F3MW$*bQ0q^29#_jdojESu)+le8wbZ^&-EO^|TYW{6j zRo^l`7LMzfS<_^GQEUR&=S5JZalP~|smxM)U1LkF*>VR=8HA=0r&1YKp`fi?CxBge zB`NqzlajJ%=eUYhidFzZZolve&gJZFMH0PUQupD)RXKLq@~t;o|& zndL-Z1+PBw6QnnNO0rQDxzgc+sN{>R*=**Qu0xdQfq#eR4Er>-|D|&5`Cj+d3n|rS zEky1W(M3tT6E(P5GMS}VZL#cCLApDEOwr48_I!7S~pG=HPSVF&cu!$Y~2w_9oSP?83jZ>(q9lL;uTH@O7c)8?dyjSsb4b*Qg7HJ%wZtR-Z+ zNNcX&pq(yeU1U$o{%Y+}%x}=ZT9M<*?@|9)ZOl6`D%j6ZZif zpL6er1jwn=hEVgeY8GLsBXd*etw11QGa-aGUm17wX5vSD2uT>(e0Gh1^FE$R19TN8 zOm-W7wSm3lk+>Ndt|$^=t#hW^sd^Kt%x)hK=8~4~kg;lFZ_t~kfH4nalWF#{Hq~BL zz2yUx__q)PrED$tjXD8EijPH3P9E>5r3EXBS{h#%Mjo%jVnj#!x=0F*m)@Pq>M~9- zNx`bb?84-oFxF0#0YI&RWBZ4=`O3%Z!pbS0TP^p>@66ib^^6~>Le`~!P+wJC$|Tk% z2!*>aMk+XXWK7PFe1UQ~9hWW*yzg)?0JISXiS=8Jx|vsEd{UxSnO=a799iXT`s~CF z#1ZSPZr=ndrHoH#33yXJ-1ds}Xt$)wTLG7xdpxQ*k`*?!nhJ(rifkj@(_`j%Ks2_g zUPh4w9=Y~_fzVexl2$^w^?K-lU!%OVpNrbf(!{N?Cjgwtw~@^(dHV^u76*ck{Ar$F#OChlLGlm`IIz zm|2$UEdrH$aplNv(1+ML%piq5`(}LJiPx@b4hz)Y_z0hf=FX4=uqUcCTBEZ&V{}ZI zU%9{#kY#Xjd^&_&Y?!XusH7GV(8XdY*s6CP-OpLw%$IG5Fk zUHD9GXPW2}JLF==*I6%O&EzRwq4r!we5F)yv8^w(Y&&Ka#n z{AirZz-(}Lcd!ddtgnF~X{$UR+}7q{GT6ayTaH&?RM)~@$WAVhU8+&O)K8=*+Z7Zl zveRDm9`5dqEts!sPSH!a8p9khaT-#Pyr{HQQ5C1x+H0x#E)<^MApXd^8`l$g`J?7# z|0T&=X<2DQDeoR-aZ0}Y6B7{eFyJxHAl8aU6NeTVpp0J8A??i5;#~~H1#f{|o7Zal3ehV9O>lZ%W zer{320v634(NHoVb&wONpH;^SmLkbfZzgaf+9H6%k@KpRzpgQO7$!+8Nm~}_K0e`q zu~Lwsc>p%3jbzr9Q#Qy_@Oh3vFuzCKP5CUJ_gd|q_sgbcQ!;2tlH}ENg27F(B%|Df z9P0cQCdd(knlK3DtUC0;iQYsHE%RaCV|K;_x+<$faa)DL{`hY8Gvbz?+WB+Mr056r zLYg7&*iOOy$~Jt8k_#;5<-im8htfin2Yiz# z6Rww*yi^*dBsSNx-Rwdi_+E_DGzNj+V@1+4iUMwR<)rB(4=8n6A~fkLs;Mn^4KxT* zuzX#!dptkfa_mk!90)4#Uc=>`sg}g|^fPNG^3eh9FcTMshkS}-b!0(MiTkNkFJ+L# z8wNtVDXQ>cLpJA$YHRIe7a!!&_RlI8-y=@5#gV+ak+WU+GMMl<`}^z`Q71Z8KhnqF z?{=zLW3-GWD9e(&CVJ=h*mV+bgx?G;QZ96AwkJZ8wv4pg`z>V_1uRK*!n_e;=?i7! z>#-`GoRxNII|bkSnw=j;N|Gzg;gb|s28L|Cp)ZcT`ZOPa;i_Qx0o}>Eph^HLLs+O& z=j|m4e`M8sidKO?AH2S5>snlqEVe(?rXZx;>T&m~EXwn0KT?eO%!j^o!r)Ux(N}FK zB8v<~*E=N`kKLL>>F8|!jAv#S{(S0wPaTs`EhY28(MGB$>t4pw1>aQ~T=*u*FJPkM z1~a5S&D+z0zN^ljY!U5Li93ifqIap_*L8_*U6svqJR<5gOI0}QZk;&a`KSlvqCly| z6KoSmXpwkzm-OPL19ts_GA`={#^8zhbYz_Oz+kiW0)I3T1VWo_><3{<`ZZCrVN5%D z6&2_F1nGm}JA44m650?=>T~zQ8$#wbT z$&^r%5JqP=L6axW6A&^5oX3L|loEP-;3;=wEjOYGRmj?WCh@$=(Y>)Lj;Eh3G5f>aTO z!jw?7+J5DbYpN4Vxu)cL<57>|Nd#i3i01w_%0-2q%($wk!@xtg@_f@Ago3F~HPU<~ z5X+!ljklwOu7_n4C5JE~;d-bkgH`+f)u{VN3GwkYc2^Y#s%s&cK@LuyHkeTS?uscr zXyE~ld-d@sg*_YTDtTLd@#7&C7#i2uYsf;iN4+Guffw1O*7w$K&fZ=Z#7CP`x+?t2 z_gq4amd0TTg?f)8D_cG1n&t-Qa8zdNaSgjkrdoGTSV(b zb(^Gq>Zw@}l>D@*Y^`zXQ{Vpo0jfY%zn&Ci=hrorI<$n2-kr^E=vR=%raU440DN04 z7=Bo;k7(x&Ox$^1g&Tw`c+fI#OyvCCDsaULfPPMgnys#Vq5{`#0Bd{&Q1X zmY&pHg=R)vk_9Q#YAJ~{OfxLW3aI3PfGeQA)1uT!WGu?!RiG;mf}{CDSg3_@^6l{nqShx(U02n>F<9KTg!*OPLex8wtXHk%#$|@(93@eXCq}gw>)HV-#PZDc!vCHmf;BbSEA$ftV^q=n)RlT09XN@_@&+Qb>P+W!7H+C z?sB&f7$#*rfygy#%J74+kKNPh8c+JCmNZ zo6rjGNVSs$@!VAKNxl_5@wDgERc2D&WO?AJ6wM}G_Uxqm%6bZ`d$$LrmCnKz7fJf3PfqW$n-bM>YJ&rfi3R@Kni zvm|QJg~w4?QZ6MR@z~bV&K}q{dvlt{xse`2k<|M1u6#c=+GCZ71Tp!mE=XW1-MgbP z&RF&QDx0$i*sm?r4_cE;LPV00)L>$}8uxCIlsExf5D z^BW}R9jet7QUPgcDQOfa86bMsS!)oA2-JEE-g9E=v7)Gzps!TqNnaPd&$_ zO<1VPt>!>VupFtaJ9)&*p8k}EOnKs_RRB~{)YCr2eHk}+nk*D z?@*eWWHHLf-BjYCHL@^bQAH&&2hyzBLH3J*9!MQY6;~&qt$i*nk&BMJ;QETjYVPc~ z?n=`A2_oEdi-Kqgzb3nuczA16^rO)S1 zRV|!!@0tK39;T%yx8;gr4&V%Co>*?fO6yx(#P#yI!jQ;=;>DW>k9)J4u z$z}*LdYYW4r*Bc#vu+RXNY6?H!KW?s^rmA!FzG~bw2g%s^{GL@*m)GhTd-Dqs9gK{ zR^_}4AI!(*_o_Nd{_Tc4){L+jl~*_$vQK&nMUhKM96~6<4APPXP!Ya;GtE601FmVL z5C%^oo~J9w#Yo2vwBbzePM`;M6vm~^M=Jn_H9{)gx!tu}sOjlcSic$S1`S%3eBGx! zgM(1CGGOHO=8zO-^8vxy8P zJOw`4t1XhG;B@DTr*|*e;$|CqagSPCY6Ux;M8_bFe(3e%nuGgQj!9q3p!KRd#Ik(n zXgMU}oh%_pDB*z_ARJ<`a&J^!k$rEYlz}2~j1qk+#5Q)yL&l)`9M&TJ>}Ln399Es2 zEiXPh(LyMr%=~UzX+~cIS7vsNPbMG>S(&W7O4e zD)QVLh+^FyK6r@h?@o=OzmNAUV`0liPkNO}FF?6yStHx1lRMaCoYqama#_klF=)?2 zTMIS9g-KI!`c*5x-sBa?s)K2XnUkn=S5SRwSS3?^qVg0r=*TPR zYkTQtL8!er0Q=KVUX&pWy>stJC!GEj%~9xS0PW2gJ&hRWkJgU({Ob#vjt|J(2%yFp zfd^~$VcLug0znFYS|tOh$v;ffhs3NWv2$6xxQ|P?vbcyil&dVM%A9lkDyN6F^wVxW z$vN9-<9E&Ta(m{t^i3vdZBN?dj$2t50BWV@eczfb1Ng_e4BC8$*=rQ?< zrxuAi{Xg`A^2^vYQ?zdR9%gE7jpIHn-qlbeQ{1!3^EQu=xL0* zUw5r@Mf7F0)SZ*i=BZq1>mzPKjFGz?z3ZW~wTb`KU#58kv7s)laLP;o0GlAV;I6C zp9c-jNXG`OMPP2(lpFwaxcBy_+(!G8Bn)*??^^aTY_a*2Ww|v@PQYW!q{i`WjN!o} zp5I!VOSJnutL7ZBUJ2}f{Z)EMSC<5gXCxC$w+^MZ9AxC<(vqok4HDb}Q~}UrkUynR zl2!|zst04pKJ{kvd5E%oV!G{=o^VA&YJ%QIRmaRp=~m<%@lfOUnFpUi zLV5u+-NCwPRC4qE(y>;~hsH)lUGj zfq-$?inFLpu&WjT04o}MnH9hYcpJF)rwF!zyB3;c3_)H&^`fwhr*X@3o`23Ltv!i6 z$G=n)T0uOB@+MghLCsjCtqeq>mWlu=XvGxl7YtLePKX04gV3749k^+OU>}>D)@|6d zt~*J$SCG3VansVb$4pgQSVU?79Xi#%)tl9trDQ1fqMG~mS`F}Cj&hPT97A~8P9xFZu?Z8=h}vo)AGeYWd!ZdQPj{dEzh7FelE)oOd5X_(JWwX)dB?ly{3#|Dyt z2s-AvEj7`g*_GS|Fb`_yyVc7QMBsyr41-f8p;2~byvWFKI#d}XjiaIKio6J#9&wt0 z#e;x9I>gnY`jS*1YEzL&zjSBPmV$;Hp47PFmWp5wK3b2A;0l%M5~Sw?@t{U+`)3P} zm$$uBYi9EI5;pbgTJu{8BHDV6hN#I4?Za`7GI~=bqd8C)!8{s(p%1sdaaM|yeEJ$| zp^iY<$m{i{NeNBB9^?VH(m~NNKH31 zfN%$>{OQB%^{B&p)rgaNTo_IB5 z<&8)n?iC_K`{iMdeX41Yc}_q8;*iYaFficqSEm)0L3iMDnzgu$`-+m(1e!M>b?ZSp zi5--S7;-xG6y~+s20`9W09MxA^*mCALCyi^tp!+$&JQUvbCcS%5L7FS)s^Tepcb3o zuXgO<-+b5E#-pmD$Y;NaF)u1N|2z|Ku3Ni4BYjnI_ec&NaiS z+<6%5Ox$n)IUU7yhr`y44(5|5oadz{{3BLZ_b#Yk-988u?+(mSZOxbMSy zQD&;KkiSFkRv6$`iD_b9=NGH!#@QNJ!)*Fgf+9ZO37mX?Wp8a}VAQ{=W62 zqgtf$Nh@=+p!)Zy+9fTxkDJ#NMR3+~`H}KS<#G3^)0}yNN!WI~W2Zq7CIBUVM#GGL z70mfchvjA&_pNPDP;E--Wb(ogHiZYRK>BUc#$U|YYis`naZp{B~S zG#+GN@%EN{o>Emn1z|Uiv>x~F4OkGJcmD7A%rYy^CEHYaw{{S0w z2j04|f(Ia}86JkXj}&Op$u9d?j_huAL7e?6uZ6r(_984b2~XMch~#7bsQMG>TN#@k zDe#rPsS8aA5Zo^zz{Y;HDR8W+jF&PoVd%dR+!NNO*?9?c9AT3+pek zq8ngUfaP|}>zMO{{>iOyq0|w`?O2*dpLKJntWcqJJidBjyY|uS zqJT#jU`Ik*^sZX`v3eI9*rjPBExNB9aniJ&CIMHWWd!HFMHPa_Dk|q`ZbNk+{c5>( zMnC}W9-fuT`_IvdVDS?eSy7?wOe~nmnh^PLORvLoSvvoNp4g~ z$Qay6>=8z^a)4x3{JG+d|y|V^3VB|8MKoyk(d2@0{ zUs~6m=j8+u^{k+eG_q`5;Fjsqx~aC~sSMFpBm?}YU-gZV`qXgbjz>QAA`hK~NERCf zO;=-*r$4Pv)+5JitUmC;<2a-OPD+g9wN+`d*&XV8wmSwtyXjf-6&&RB?^hLc1)|~C zgU?PXoUyOWIX}{z8AD{S!CzjKl3=bu&l%#H(Tu4&9DW_ma{-KV?j4)GbuYLMKqPg| za~Cl*bI6P^!LkRnc2Me!svSM42WebwBZFJE*$cqqXs%C3xH7;HoU$+-d|R#cS*JuJc36cjs|*vjWEsjjapeUaK(;&hZM`XSjn-8 zJAJzU0G!uEV{0Qe%3)g{#re@mk?H!;TM~T(MM%-G86umuvLtRO#Z4Sr+aJ=eMPxWE z2Nax=8cmu0TVpt;_pP%C*g!a}>1|mYfHDuIB|DA8tsfE$`qu0Vf^a&JMPqqoB*7hd zt*b&zDs#&5*0XH5ni2lBB}E_JKc!1Zu%L|d-ij%J!6LH|2*~Ow*`~B8?i`FT=tThY zgZI5D46k0T^X&O+u&u>bEpML%77h{}qI`^OlNg;O6sKBNv>e7#2H<|XJ z$*m%csFQwkDi|#K~!W6 z_o+Hoe5SV><%&ZX>}pC%0^|e`aA`AB9jq~$tl3k8K<+t@G{WA3qc70(rg^y>1NAfk zAtdp}eGM}Q=E(0%^L+;I=|>HMPvJm{S1^s)Ko76AMvAVUQ?EJsPo-!&t}*HDPgvJG zw&T))SfZ9PAUJFT)Ow17@dBWY2i@fTYi$=jx*oM&dj*w=2N|XoIkQZww>ENHxGcXZ zJ!+$X9FKZLjj1D$p~yI>zY1DlT#j|~FvALKLfuuca0wh5#1*lpI3p*h;{Z|`G|>P9 zwm(W%P{4!Gj8lN3f{a_6R)B-mbJrCWy6-HV$0D}miDW{o1}iE%X%goFPY07hHZ`I- zjY;Q>8h9LkjUX5pr-4C2#-y zpXc6yE6$*=U!_rT^8!DeXg)Z=st=5hV^YRFhFgQqDSL2n&S`Ugm;2X=BQqc?sz>zcxExoHeyH{_qMH5n(=Qj$nG$JT+I4t=`TS14%X zoMVnMDC?dH^gfi}IP?^Z$~fR>y-OM!wcV8vZe!32k5jaJD_!zP1c&aRZGeU5dQ zc06XYZth<0XOOwW9Q@UEqZ?g>n<>R9Syjhlk&4@oQyT%p9G-L1x#xwK=0k?`C#^w? zsS{~(2{|Mh>Q2i;CXH2Pmf@t%GIBkuLew*L+IEf!J%0+vvW?;lW_+ArV~W?djy<_Q zd3)#i)^cjj#UkF(fVfeS+MSk+9k?nu#X@F`a7a1mDLmx^0B5&K=XW$OTj~|jV>J^R*ZY_S~jIQOin?$4TIbAz5Z;lIu+dUBIiB1s#zTCtB& zA+`|FkT~uuiN1;c*6d?tj%Ox3V;yQstG0|O4fC(&Kl;?us2QvbQl{YDIqBabx?{~^ zG`PBb?6628+*b#tdRIV~2H`hk@9)iWgcpoBsf>T}FV2;YGV2gizG0Z^CBr>$sl*A{{VJ{nFcp?sO~1`gU&r_lih_F{DAFKt79)T zqc|iFdaotG7yypF>o@yBPJV5;=brUQUGKOkdUX|~X)!jAzByOy>$S21_C4!^p8cTI z8wcfAVUMk7+}*Tq45{~*AdK~_T|yHihGfAGbB^`hNv5?iX|0ZzM7`x2Q_HU{p7qm) z$OMpnmB89u2;z)q9Ah5!cGp$7RGARqG5f=)?Zr%AD`;|8HEpieN04qMM2x4~(yQFu z0lNb{;<^1k?bFUp$8jKnOP(lh9e5;ADb6wQEkpBZJBHs$N^la*9sT z&1l+Nn4`(a9dJJ*P3aIMWnkC`AdKdgKfRnE&Y+S|9H$)e81)q;vj*I8(YjQ0896_@ zI5^^}e-<)&@tU&CHg)aARAc+h`_P0o@v*lg^ym&VS>&F)9>XwWS9m1ZJyPKa+aVlfw=_rEAOXvTv!S zu;6jY9<`OM+GgBbu0CEE`sTKCw1PTk@v67Q9@0?U0*0oXnvyC?=;pNhfp2_`{0wk@ zmD}7(BD8rAMNIKtd7eIkwyrfcy|cHqO!OXSxfRn^pEQ#(jI69XOogs)h~7aePI{3? z+1^|61`hUf-~9X5wv%dYA>QK>$&Nh-rBl9>?E27f2rq-2ax=lGQ@ol(wuaj2mg=Ag zRN!NgMOE`*&n8lPoY7qV{{V8dJ-SPBKp=O(;+Y+(cI0BWe$KvG0CD`Oo>H$tTJsB( zsTH_h-8ykog#(P#n?^mT+v`zrp__Q-f`dH%bo}?E?d?Fy(?G5;!{|ji**v3ycr@u8 zD9uJ6k)GW-qy_lc1|OAASzl<{cjJQgiK1#UX_) zB`p9Y6j9oM8r2hLk&Nc0YKey&ib5hMo;j$2&u?m!sXTY41;G3|Py!CQ&jZ?%{{TY9 zX~c1lYCJw;IfmWA^AAzliby) zL1hJoDw>VTym#+cV<%{!35Ew08cJGVLvaGn6C-!%eGPLrQ8aQ8MU1sWbzG``^ z)DN59fin&U3nth5jqJ2ci4O~CIwnyse^0&C`Xb}qAo}8BS6}hL|c~;<& zhGEYYQ%q3v;q#C(xvjiVG(gM{;DbOQ^fazF5;08jfyXoqeI5E!LXp*p9+c`s7M#4c zDV+8c^rcgRJ&#&vzDK5M!BrWdA!jEfn90W{ky*EWhGuPMkdASjf<uflqYOV19W2oSc)RMacI$3wg^Bmx3 zJ%vE>oPO+s>07HI8R97%?r;Wa*vGwFVaL<8Rc`qorA(d2 z5zCXtGIP^4s(`p(^<^1x@*b6sgSW0Z>stilHh^Z!eVSeqWSlpv8Jcx+1}ZJ3#4ySr=AuUig7woP4csmB&y)>OJdMM?w_! zIanj}f=CH0#PFjfPoWi7Z3j`FIpm7nzjRLE=jK08!n^%H!_iqhj$d(O^5FA|bhozl zvw2d=M5E=v8OPR$(^1wy<$aGg@Wgsu#qhP&EyEXY-N?rnKixjLuD(wRTQ;GPi}oU< zd0jATmGMrPmKvJeTA^EM#^gPNcdoO;{v%CB#yF-RTp+`4J#o<2OkYA7#cSRcxYHz& z;zK2=Y^#jreLwwmUqZZlJw-gZcCbYOk-$T4)KtYBWieF*^iewA7m3U-ol)84kOP(F5s=cyg)T|Z5>Ygr8FGS9VKo|HlJ z`=fd*l%ctjB=uA8QVZoOSoIwRM}KN9r!k~~*BMeNH2XnwIc}(g5)Dg+x`p&6lJS62 zz>aa8bTvJ--eZvUZM~}0;v|jL#^87-x%8^vxV79905bg9?M0%t3${^vlJafA+gs2|V^nNZY+^@oSBDwEsHwQ)v9qQH`y)96a5S^r5WPm@ z+NxUId2zA=KyF42Q@Ob;_)>B+pK9k(yowg$Pcly2dK$T6keCqBXPI}L+C2x z6J)$n7%smMDnqx?K$K-21P!{@7C1bdS1CySW&R=RT zD-}bvGt_sh8l~r&<|H@+?;l#t!j6L`yD32>c4sHhgg?#6KaE|skjMbf?-!LmwNS^O z#+D{AK5?9S*F#C7HaaD{-40ncvF%hZ=W`5$CjoG3D6h9LLYP)KH9f-l$s#ErV;y?d z3LLU6yQ7^xwbkhMaKUR7y<~OVNgY0w${w}TX!k*^f)VpZanGk}y7%SKm~LwBIqGri zT>hmeovNy-`@2`IXx?6>w0oHR$AwzQvPPQV%-rLg`jc5vjjtwDpF?0^05|@$R9}bXOZj2+!k1 zg6B^J;$+C{+*H+*r#|U74(nR0^`N18Q%_oXXn8N-P0rHAqRxyxI9qKYTHEoBrK*Q$7I#FR2BpDdZQgzGvR-}>c z991`u2Oq6mNRlBkFptY$yWifOZqBcS9G_m)6yrYiG$Uq6^z^DEo+wobJQgRDQ-$@Y zbCaH)*{PJ|bfn5dfaau72SH2};J^%z%8^8Zq*m-|Bsp4jNksiAX^Pxn)3b_V7Nc^l z^5>da7>LPJ%}{w+n|E>2fFphjE^-A%e(2{EtoxYf)|gK`=i8bNT8OOC;w!F8zh)ZoU$c^1kN~`dkQT#nL4G)(W6)E!uUu0CE&1<*=}jyfgZlTW@T2%g zquPH1QHwc4 zq0LR7dagY)^rRB)826?j(toVSucbo7=dVhVQIOLno^ePAtBkiDsuD+jr@aU6 z`+C!I4{z3h42|cSbbUuAoAT!XesuNYpF`S!EXVv@eiZ)z;vY(d7zZbu`qZ0)4nCb} zp$^X@^QIQ+G0@OY0H0b%Cm9FaeJOz(^&r(l&jkBothpJ;=tWoVI#jWlT7*VZ9_(%D z$?H_+uw@cq)aT|UyH>=gvP4yYBLv{qE%fg52>HhV0KjokB!-Hm7c4g};M`zwS~f7T zD#VOqJPN&Qq1(o}lPu(OgT*=Rpwr@J5*??I53MBzwPA8bkzoOdW5+n@SeLq-o^-2? zipLnJZnZa*@^-JLdWxn1xC{X%OyxlSFH!ZWl<%S%MV7yIZ1h|V2IiYR)X4i8!xcH> zr{P)784n?crfH$OXTMz5e9U$vbjiRu>)N4oJaRp1;KC;ick&4z<4s_yjB%5kanMq5 zLrkD!`LIVl>P&4o$4Zev9OLz&dE|5*Yb#yYqe9BXWI;6SRX>CdtbM9kG^+`IRhmfT z#&IAR{OMI*>O4m3cAhixzEqa zc8rx`jr=_;dgD?{A2BV-G6vhbs^YLFc6kdi%QqzZnu#c_idQMk{;sLED@3k({VCDu z>nJC7+;jD;?Q)Yc@J)4|8i52X_;D@)=Z-zACA4V}<$h&6f;}s;)9rkVLNHUF(MmpC~ znbo_balDLhpk$NjT)P`vty|8ONLN3f*0e4!()z|R27I^qi6gaSgxxVDbmF+NHLWC# zAsr39Q%HkW)7sil0^=&{{3o#$<$9)-eWTpGS!kre0fGDD*!LCb@aq`ZJhA0~6rSd$ z)YDDAvLftze?zhSj$w&UAtL{996#!#wOK-ugap986E3m zSJELY-bQ}$06FR_D#tp0qKH(eCupWp@$tZ9E@(zDEVkaVcHc$CR;sc-d^VgyDscdHQXWN`^ zUA!K&;VXodi?=shbN$}@^sFoE^Sf#s`h!+(Wnx%@dgBM0#Jg7WJCoEBc{Qadru7pi zhf^ykX$LvTt;_4!Z()W=Tjx2*BcQH1o95*F$EVhf}PwC#|D_lFjtMIv8>}eGOS@4IrpnkTmlB-ayyEK>fFU4>9qaR zP)0EP{y_Autt75SshfzP44&g6qqsuwvafMXwUjdLJdx0z^(2lk-%jGW^-?dPPRa0g zp5vhQtpI*rN9$P##UG4t-koa8+%T0HPYgcqy=yq#=t^bpFk`Pif}qA^B!h$2tXf;W z)Ive`Pq$hnw=oP7aypvHG@XV<(IoKfKZYuh64}Yf%Ad&9#ABW_&q|rVkwL&9^%T^t zqYGSYPA0)z5t=8&FuP|21Ky$lS+hvF+QaUjT8dku@Huax#V%Ie*2B4qet(#sn4ek< zYztrm^{YcncN>;K0qkl;(ryPLMfMr%T|Dt!Ozh0Uar`)?4!PuH4_@`Kx^#yDf-(Bk ziKfJjy@HkppdBfDXpfPZI(XfE2t7A+Kb>pHpk2N(lAzXgi9g%C594aTe=vgW*|I)C zfsVcCn{HMT(H!OKc{g&R^bJn4x_eN}m?ehX8jj*dnr3!6ENe$fu@kW_K1Dg{*V?v| zQIEVrS9%S$v$)hB&6S8w?0fwyP3;6Q1dVV#2Q{G@f%1XC?N==#%jXrxI`4jlss}T$ z{{VM1S8L>_xBc@)XZ6L{e#rMcQqf7CYQRHHJ!wrLqyt;i^Qa_Jz>iv(o=q_O&@!Z@ zQE))UD;{!po-i}gv~F|ent)oFK_}CSq)Ri+Gd$*`bt=RWf;&@o)sSvzr*tjPA-NT_ zwTGide5Y^WEIImC+Io5pDp_k`?b4f0Z0$JfO`u{?OWu-@1tV}NX|K|NBE>2$SbI@Y zMmy6G>M3ZTWPY^_gXXIk=Av=)P$on&MMWxSwOHHlLmNDvSN^Q&ULg*FJ`zIL}|LF%4!XgX`9qSQFErryO9MezeYVJtzUB@SuMx z;QV#s!>7b_`xhT*Vf*I(;Pm>M>-9VMwB0)5@@E?%LdW0GSA@?zy0z=v%ags#j!EfT zQia{wGGl+VCMwL#(z)j+psg(%TGZjYQ*Ap&{Hrh*13gVH z1t&e*kEI`pq%m+kD9G#i(|8?yJ!v;`ImG~22aMAhz>o@JNsn<%Cpk0>e5WL1wMW;r zFXKjO0Atpd08(etfz1FfYH2(gcWPsG&!qq-zw;FvlTtSo6CU)$3fvXX%6fZKGsnIu zq~wqX)0%JB){qKu&tZ-!JCT|;_BiX_kmR?&N6g#Y2<3I6jn|d!8xWVz671ky*P!7x{H_&ojUg38`m3b`z* zduKWN*1*O#pg#W8mb-v4!YYDzc&N-d10?lTZOivlV#8JGp+o&X%?x?LkpOBlt)&IH)W&+rPu z5prcVY2RDf&uhBjRH7+hbBtFEvF>aP@@q?2)E55e2)Ky`(0{#GbejcKDP zYbDPsB36Vy*)v0F=I#pJO5>oc=Ryt`bnC@-{!;lTE7y^q=UB4o(MK^Z-!3^Mb?#}- zpJAqR&bSySpzTPYj^6cdduENY%Yb>urAHJ?EyQTq3eC>Zn&#zc*sGWHt3q>d=V}fy z?^bnFG@5AgW^#9JDhDlAfFeEy)r?^PJc`DfSTV&ca3Vtbyn#{+p7;9<^qIQ%--N25<6wwPyfjAK2GZ%TUDnImQJ6`6n? z#w(BUJ==Mjd4~c`?~lZHt-Je+ga9WC(1Xy|J9>?Ks#rr7M4QfXG269oau(-JVFZ8J zQ92UG%L)k|oK_GsbuCR9lXVgzvmQn{_pA%0-ob$69D*yQ z)Zk!3t_l;>j+K!j72qC+wQ21+9)+m$BD!D1u|F)z0Q8U>7?Lijtv9W-6H@Cbor)rF)S@6I@N@AZC%cP%6H! zrORT&%^i8ln$*&6lGbN;7!JF0kGoIQ?;^RjXqA+VN3<5k2x$ z`jJ>vjh)L(WyC8qC0R~;8pkQH>|w~`>0KNMW^9r24!qNEZIq8SBU0)*W2mPJme3lx zjS*zz54-x)<#IzD_32i_BxO;M1|y&qRg*F@t`2el0<=!<;wl7pkc0)BuN7e-l4J|8 z?#~=`HPKkw$7gJyg%U9Njyu(cc+e7d?eqh^XDmjxNEAx;kqawzjkq|;81G9lj#MWj zIO-~;?dr&+BV(Qz)_UABK1t&|u&mWLC(Kptp(~6(%g3f_SbE^_tUYMixB{o}H0a|a zuWnBjP3R&kgx-ZmQCX!Jq>6njUT%Sb#zj_6ED=P`2m94=54w&hh(~4DW zV2*w38yhEN?Vc*aIZiY0%~ar+qRnn`)|khST-0#R9YOEjmPW#oPj1zMi@A3(G~b(8 zE$GZ>)u$%zQTTIB()qlRzu7;|t6Z^ZWMJ7ly*b5qCGVJYDyS~|a5piouF@5^wphUJ z&0uM0B)(nQn7O8t$67*Z4FClH0Q#w< z(0yqQ06_4DeaG>jfCeg4$2AiWPfx~}6sNZi`|;0lO%{W8NY52?DJKBa{JwZKXp(Cv z{J0Pf$I`B^E)Q&Vs`kKnc=R=3b^Ry;PSn#$hx1jp{Gbq59Ze~uP?VIWj?{oDjnbWf zdvv63lmQ(`g9}VGAUPDog`$cn3`%2)en+h_&lJ#xQc*}vQ6crFkTcSPc<5=Q_WY;; zcpW=Y_)~IyI*(dR;PO9O0CMD<_B6TY6y4{Jl!1;!B0Q2vPnvsV{wXjzKt|Z*U{gwX!>(`y>PrX7h87H240bM7>c}dqSq9^58Gx?wX zwR74Plg%5<233v*eLL4&ETCldk-MgVmoiA_3!VV?t)UvrZ6j^VHv^Aq&5jVK0ejZ% zj5v=Yu;c1$8NQ~GMtr(S`x>$wN&sWH_pE5OSv0Lq9ZCrCG!65valLzr?67>7+yKuD z^sY-?vJn(;IAtjLJ^gB7JG(Na9S?5PuLbpuz0@Qaraen}7#WX?}vFVjN?oC$=d__2!B|9Pye? zojaN{Msg?^Wak|y#RJnc`T%Lj98-odMHB#sr6nyfiRdT-ISvnAqMAllmAOAkJ5muB zqv8)iU4LlRy3TRM@(~1ZWUMYG~Dry$FJ6a90x4Foja5MG|ZpR+Ks@U zZ%P1maf8Jm9k(0~hLE-gQSCqn81~LZ07>p~&jbTO^ga7idj9}EDfr!toO=7y0vAF@ zOjIcX7Ti%-I#zD0 zrvCtFLA6^FFDh$Nsm*^37Xl~9&sN6*leM)2A4bs(5}S*J`PYO}KU$%GJGXWFJ`$4^cvr1CO4^`-_j z{+BGwL}x0@GxVm}XoA|~&36sA?hq>N{r>>j0);}%MswIw&3yz`hI1-_N6Oyy7LD#Z zvpZUtLvCV=?>XcH(z!Vyb$zU*Sf9E@Z(BNC%JXDAt(+_W06f&~q$J-vOZ&{^kUM); za*Lj$PRBj=XScUA5s4V>T=w-fNG>vPYq*n2wUz~luK;Hx^YyGNofcRFFaZ4fP%J?f;}r6&v7VaKXm-Hl$D)} zTC1A_Oq~LfoH4-1YTvW9OISjVWGCi6wGN+jZ|zisZQ$Xt(>~SE+ghwj2^n%ZK9#f} zlhB6QoNQX{G51vc<|4CoOBB)0p7zW<#<Pak2{xAw z^NqI&&)2PNo`SH=LrOY?cI^bEV_q_O+z)!1O)@24l(yh72{o+@DFv)?!UvYBHk{_8 zbgf@xInL=eKHTV6o#on!Bs)S)&Ai*yq<3pEw9G*%=w+R~8~J#*reC zf#8gfLs|1%f*F*MdkV1cj11&wtuV+sWFLIj4=jySv5|9Z!Enkk>T49SifnY-!1u1A z;z->I$Kq?AzKpDbKr%Yy3hKkRepWd<>PsBT@rKPVRE)3YYdI$fcVJ}?`W5LcxdL*?BIt-rmaZp+^UD+|2 z0nXrf489lRIxHk1hYm694CLyx2G6%GM6#i zP2t@>dsc-Y3no5C8SC37yxR87;JA_!r*fPTj)YdB);vRP6nAZNIE|YMPau(3H1`)a zrs7FF$z)<(m~)>>+E0;Oh^AuNX_HD-+bXB0HKO)YA`dIKYSzF5@ac+9J$}4bJF43> zNTp%DOQWMNetl|red<&vI&Ibir&=j!liUa6Ju9 zAB^YeQO_R!q-WC=0!UHt<2>+b*)T70BIDPZru=mkGB;j5^GuXr@+mDCGdl5pWsr8@ z;M9>YbPu1eH7mv$84gWnhLYYwG1I6u(7okjH={HW#6xi$eQ3CteVy22?$u~fr#s{X zeS1{1+dPT2NWnib%}tVem3LyUn1m#+?g0LEQtO!tpO>yhYnX%(d1^c0A6mw~8)rQa zLz>nO^0^XLMXen_(ir~$vHfd$BrV&$VQ7Q>G^S6?hoyB$5fgJ9C>)bq*oieGN^3#z zMYLp&O)QDIPXeZlhEU2uQaC=e5ymTvncn8MGE8!0(OMo~G*-UQn;!F?)YIJNm%SnN zu7U*PG=`U@HjoH<=8)3=09s05F|$qE>r!Hu9ExHRG#zQ-Y05A@li3s>&Dn%!M z9Xr$|w#iQn0~6km(PEaNN8M89kwaTJ`A0umQaHsFPytAJ6tsqbBW@|X%Jip7c&N*9 zngl$_$RpB}NuJ-0LJoKam55PJ!Es4Gzl}AYByrNCcIT(#P23Ns;Y>unVD~he&U#c} zo}AMAPy+8c>(-hWmgIErPQV?g#~mmExj5^AiU}lu0mphV>-^~FiU3}H2U=0aX>U&6GhxsnPAqop;o+ofbs7Qv?EnonHwOM^gylnMX?r8}(vC=|UY=|uwyDQOJ= zG@Nv(&jZ}_r*+9R-luovNCex+ADuCdTlrLnh5FQe#(gLOt<#EcPobxpVHq?4#yKRB z){u4Mr9W>RpQSL2QUE94=|ImPU&@Sgj=xH9>*+uN<>}mH`XA*<&ph>|9)oYKF%BJh z?b@6N1D<?1~I=mtrwtH*}%5u$VEbPJAop}PUBYadlenYZL`0}b@8 zD0d~aVnTO;gPygOtiU$;%hx=QT2lB%iuQVf+QBlCUvDT0>suC=Np}Es<0B+jAXlD% zck5cZUF3F=yGfGHN6I~`I8ENeXz2j|0QJ+e_+F`ASEV7YYIE?_D*z53#Cl&Qk@m*0D~M$#7mp`4r#} zT2oD}1R7i>IE;)jyWh1o}#Cb7+al#<|6}~U{-Oln`u-41VQ`0P+7+= z#{f|7m5>*r)*x`q`9KCY9*5~xp}C6bH^r7w+=|4DLzS3$vM52&Ep0;*K@!Ip`9Q@H zl%C*Yc#+6RVo-S{k2Qg5VrH40+iYvg5<1swcWoWaJ7fTbJRH^yJ zbt7qW7M_+mJtjLD)g-nJwl1AT~27n?@Kf*=R+oc?u0c#lwkw2biFCQC972p)je zIni|BK4=-(j;!R@HR20cY%XK_D0r2W?g6?VY9n^{DaI*mcG694st@fr7)ZnSi)>#9 zZg6wy(w}j8Z+?qB2QQ2=w*-HUaK0257v3PZf+=<}%NYUZXdT6RCbgnMwo*?FO!F=Y z$IG93x|GzT%5z@M=1ewq>h{t%7qG*y3@MEK#<^Vx!&x%9+t{mlX%(8NT(f$y=M>1HwmK~BBB|aR zBz5+vwQKP-+lv6Bh1@x;d9F{E(U-y=NC%A6L8T_p+HF|p+!)-hK45W*n%ZrRu%7<_ zl`Yz<{mhm>djpE6<^&~- zpGwkLgp%b!NY{i?dJ3^~8MxD#6l5s*c;}9$mo@httYKSfWzNZ0oN!cCm~SGuLdf07 z9M%=dcqGU{wDF(mRU?_=n8=t`9kEZ@DJ!Ag$3$*}T=_${T5Pd2z#{XLSynTjw1Xl0 z+2`K6NIa<1b1>$nQRQP!<#D9JkCZ-1erCpT?*`<*E6HIUG}71d!#_ z9CWCy9ITQ+N8CAHdsUV{l@96HG-Ci%z`z)%@%r|r5uATosdC;$#BRCR=L|DVM&WxF zCS2_UpKMkZqMtB-!>{FA(g53W>)cfvi(xcPg(a9_cMq~Tnmc6#uHDb`W9eLI;kJ-RVm<4i(kC-a&m)5Dp%f9Gm35)^$%E*0Fi91)n(ttX z8uCwJRjsvQcYGj7h(e{eHwW8_$8{Z{{S{}IHB7B;-cI?AxuN%eC_^~ z4tlPBl!42Z1xVU(2_1duGtU$Vk~7r$QafP(04i#nK06W3M-ie_uSM}~?v-#J-r&Nx z$xM>2exCK|I!DC_jB)<}Xj|XOC(pvD`xMl)OUqXKvPMQg=zCUHm2c$QBz<-uU&vPd<7~2!=dl%=W|&HuOQEee>2n`Z ziItykUe#L9_i;GmAY<{ZyVz99e>%ob-Nf8+yV8=C^a)1BJ?tPmvvntvp2Db3Sj2f4 zZiCYmcTkrNw0CTOjb_gxygQWqxac^h+qmMDihc^8%kk}rW1Z5v^z{T+y~c3B*Uo+# zlV^YMl%bJC08jnB15>sY%>`Qv{Fz2X{>WYH87lgXaNr=1M#IFl_oGKCyY`7t@BcU6)iNH01rxU zdS9(BF+dGHF-S!}0+qqf;Xo076amgEPb}m7X;=kb4>SPJ>)xCPTy)QR6nCd%wJ``f zQtkEcPX7QnqL>`@#hmd-!^kozJP=9Zt?83UlX*-TV_0CYi*AgKn1nKcN*46J})u4>J?n4sF^9ly$(_m~!B zk&*&OEC+ha-!0UJ8PCcF;6TMs_SKOOmQHhyl*8r2B9i+{9)6TJa4O5DBQe_GG3XC^ zprpksV13hq8@Q|5gn5x?Ry^=AM;8Z^ll-cb(|L}> z9n1H(73Vb;K3w;v83sC>deq9JwxdWwdm2>*j};dE+1ts-9`%0F7ivkzTpXGpoPp?V zLxqJ^K;R4tN!KXbyYs~|DUsdLTrmSARfb*B6W0T!c62i+kD0J~ReeI??I3228J)iA z#{#Ss+b0zx5$pI?d!d~5yf@c!tfom-bIY;E*A>3McanG=YMN?M$#&N1&Nv6LHK7XR zfNElr*am6qCFJbxn_xr0Kg4T9>DH}qE*dao9ORxVL}iT^9VsXO07ins6Lgd zO4@-eY?3DE*sp2U>|GC1y&{fGDT$jV2r(!CDgMQIYbMs9GSde{TemrF6C%N~dRV@}^yO z`Wm^^XQq8?o8fwwYoV!dMpPfEG|4R>op&nyGE9>u|o`G;ktcm4qYG1P0%!l)NLf1lTVs!cUMQ9FmM9%k6)#6 z)c5r^S{{VDBmqDr`g>7a@YFSupo^k-?tl8!RQtV!sq1uA z&=w^u2jNX=02KjaP064vNX}T&C?%<)pBcl7U_D|v%T%EPjt5#YD9-|_$dOx$Y2b1A zP{*FMgz`T+7y}=ckoCu{BOHuTia;k?esC#=fssdi^c28(a!v_3pnLvQ&Bv%5^rSpz z-jE8%jDB>U)DBKL&S`sN-@j#jm9bmI{#But07#Zr4|BjtW!SIuy-G&fQ} ziLne*ss8|73uAEi9Wz=so-x0(Vv_+bG6NOb-o~+#Kn@QEtw%BvqGVS9=Oj|Hdxg6l zmYMMiU8}j?HUlL?WPV5bS7oO7(Jlh{sE!z9G8_~5S0kqQPeRqKMa*kFa%1K(;Hdt7 zzSVNu!Vd+LLlm;hAKnVkuw_5qRv*i~XDBX!ndsJt4+MS{bEx*}YsOmt z08r3w#2S#1S0l@uDPBEmw9$NCvLcI@62?ap$Id>YvvFvnwC6PSU^w-vuumNEERjgA zr;xzalo=b3PQw)-OV*m%!JxJX9CJ>_X^4fgI#UjN{u!$bx!`eCTr!*!-jK?AlVZ__ zOqzzw4Zn>$Qa`vH^=eBI`@h6iQhJ>f*SI$MIR_nmE1kMHJ9yklIIf=m06tEAE0Mcr z7m{)EDr6dQT9Yk|OXUv40DI*6X0fiPSna047-O*qu&s$(%t?@SE7rN|q}>dFk3~Rh zPNc1hI!vo?;ypd_otFqe{6&2lhk$dyubGlYgHwrt!v_Z=w>9*Qw7zAuPt$S(&(gK2 z(8X?DM)|g$hLMibkH(?ga=i0XWIEvWAFXCF&GRT>_|u2VDX4I8d(z;R$9h0Ga%tJ@ zI#Lnqr~d$2m9w6doC;q50R4IZOcU!$RB@U! z?}|Q@0Co1G+Kx>b1F8I}fKua*c%~Tu>G{-cDDFV|&;-SYOn#M}e*||}`PF1zhcsVY zJa(?iPV8VB<^-kPi#gGT^pLZF2S>Q&R7f)?^%#dGJ+I>r>H#C zWVf#etz@Q>(5nJXB0lvbRr%GVwp)cG0DRc(RQ9Uzjt^RCb_!5A3VMw7q^Ee(A$oZmN{m^>iu9_1QOe9VYMoH*;n&>$QSK6>+xrWl@mVcBC z<2A2mdll?ulY`xJ(z+pJtV0*b$prW8DhU+ijC)n)AyXadn{rJyfXuYhe2b@*h(F!q z*0m7rrd1tFQIAiDaT}y>x|!=zm9_&@%_qHAn^?571!cHVo~jN_ahH14<=G>7jeokF zRSnKh_0L**mZEmDc*@yuB7#T9bH!7a##52d44-F-;oAtP(%EPhYKi zKZbP{)b!&Vu3F*~$tS4oTut0V$c{|>+4-we!xy5@REU#=ka=zR^sOGK!b-<=G$epV z2dKw-rzC7+E1dP?HLH+#?^WeMNhc#C^Qa)jx?h!eHBm;^GFL<7$F9s#=bu`iiQu?2QL1JDQ-XWKc#nw?GX{w(_d1 zvMwV%Hy^!R(vxK*issxEAm`L~s`n9o>;?x6Jq=mQ6oNC5NL(%s!dFxeR7bCNMy zQ>X6pF*$2vnVQpVj89MD#YC#A+jfA&@J(#Wfs~9^Z19!&hu#&_314y=EJXWP0FmuW z9pfyYG2n57RQHqfDIva{YAGZey5l`~q0>whtZl1_7oHooML_N49o$hUs>kkO!qxlKM=Yq^kSXW@7RM&#?BX8rgP@tV?Gciq%DR zBJ7c(mccIfjq|HP^{r>;~Q!Kt$ z3&QuTi+lZ}5@!VU6?G;_K`P+m(y^2p+|e}4&377r&UTM_g5gI-8TwUeqw`^9^&AmR zvAAg>F-T7M_{lx0ZKcq4uKHDztU!XN<$6@&KS=Sq)xLK6_aa9ddLV6m- zz#X%nTFSn>{t!1R^}*t;dEw&Ry$@{GP4xTa*|m0o&>AU2T}LOO95J=r(ZL*SWNPj- zn-gUKS3;N>AoVTlS^fpE7guxK$T&a%{{ZV(ZEYtZc$8Y7aK+( zY-5ZDqPj@*_{3^3odZ0XAse-k|fB)c#a?%kTM97KHx*Zinqc*Ld@a7YYw*oX7`y z&+{S@d7B3OV|Lzg>6(AqQ`G)c?kx*XA;T3JU^p4-X)W4Tf-^FOmtfwbpgrobyM+;* z+$yNaC$Ohm-$6VHEKV9X8CLZaTnpTH9qBT0%~$(M^#lrUnh!am;8@%{bTovLInSj* zynlr|c%TV$&IK45`H$gIi7+rb(uU7|edq#Q@r+VupM2ADJ!sFMpat#4A)}^A>-tnL zCpZRx9QfM9wMIpTPvP{`n`1Kb*E*@0%o zt?q20pK`QvpkP}Z=9_({+D~r9qTqK?pVF|rG-R@l??97lJ-_cQOoJifKj3()FR4cw z;iG^L`eiP|{{VcpDKs?98}AK8FeWuuPMMNAgJTUOH7|^giyNdKzxZjplU9I&8 z@$LBQMl*>DJB*a91h-^y^$D#f*@# zDbGCOqDLxuAAzkCOqUbf?{q}*j)xqR$!{An?nbvE_8(2(;a*>RrfQxSx@DClh=##E zQbF6=o8i4{Qq!*^OAE6a$lw(#xPDdZTHcX)t>|kMtg;tSTQTh*{${hEx~>a*GmY^7 z0ElLYtdPm_x%uKJiu8RmTeQ^U#77c=%w+N_#ALUZLcWsTe4!1H;kc`|n!JlD%N)%e z%AAK&)KuvqwPW1WVRGGSMs1_q{GozTIxnIxbx{!)r3k9 ztujmjQOhpTl6k7_IB&h%rYQ`ishq~Y?^K$1F_Dh7TK%&S{{VZnPp2P}u$RPjL-=Cf zpWGfRl)pT;Jy(y)x{XPK+nk<;xXo%~3oZ!x_!z5(tj>EFvA$-Iw?MzCtgHS>JYbvw z=~i9b8;1mdr)rPW`qoyVay*#dJq~#9j+M79*^+iLZvI=o00)k1=uH-JE{$g3h6W|U z^}w&4?vCq>llQPmuX^y+%D;!~+_(I)2a(T8xvdcw)ZbRiXV6sXpS*hi04k!l3Bk_* zbg5EvBjbQRwUvi*=PY>d>rxg9Fgo`&SX?5EDa&^x(6Rv$yP$}}UT$6AgN=?L% z{=GogNC+Eo^rczDAC)?FC#616xi|#V)pPGv{?iJa7A$=SN|ZTe2Zdj)9HDYd53Mwj z&~>Pd#6#s*2ilruLC}rIzG+x4J>($bqcR$d$TRnaFvy?Y6j_esrRyhABhLh%y^aCr zj`ew_jDHvFS=X-|vaSzB^{AcFxGl&G(<$1rmIwG)XYi`NSIkLJILWC?ZD2UZsHU`o z3<~j{wanz%qC#|2!5r{&Pc6Lr@vY{P;sAAP@Hr=wB6iw z7^5e4Gx*fqjCSSdeuIjZJALR|cRjOJn}$0t!c$|CAZLvVOHdGPVbS& z913~CO~tZv$n>YC#Y{d3>x|JD>K7_G+DXaJy;h$3Km=nW9Z09#NE0UnWZ+dGR!!@i zdJ<@h)NC{7I|pyNI;pMQ8!*j{$1G272&_*mA;Y&I@(An4ucadD5?dCLerz`c^j})& zib$4r?=C>*qBYLPtVt|hZbz8BW3e8!xobb#ZKIc_;a1(r9W;pyO(cg3qa@c4sp<`P zcG56AdMF)*Z0i@xJD64f0Cb0(AG~Xxk~oZ+QvU#*BUs0%EVkrVHA?^G1=#cK^>VLi`9(yzts zjB)HP;i%6HG@A=(LMJQ~2eE>6?C zcR&}TS5o0f!5Pm`YO4sAPJ?zaoK(se1ngl$WEYvRFf+9Fq`sLg;}NbtZ{i)RRybR8 zJAV^rlUTa641^YJ=dMQ;%P2Iik)n5F^vlxj&^s=2cAWLBJ$^N~nn;M~cpzt==Tbp8 z*{;@1WGUokpt)wak)60K+4|K+Z6Iq?j+IO@Iv&0G{VAeSIOGpcO5D|SsZFrFSh&tQ zaBCvYG?M6+`@^EwbR?x4nLQb^rE4bG7|pUxj#Z>R`+HT%ujam#H1lCsqV`|PvYn#| zuy!3gQ~}(5);Z34bflu6K)JOmjnc?=zVWwv9OM50uTU+SGHn2r0~zUAUTmRr=4YIM z4M`rR%fy*(a!5ELn~S!9n(AGi)>Mp;;gx!vR(ldh3QrvRim=+SZ@VLV1{tU)yIFuN z0LkTm$LB;-TZ6G&{nPUHs{tbNtsx8 z$-(!iGn2qPQfKS+s%Td^7S<^m?UZ?7$jtI*0PdDSroQ-Jm#$4T#2P!hbp74 zDlO1=Gz<{j1!MSQ(wgfS9#-OTFn#KbR}vx+t-$GukIZe`iO)QWe5_XoUoJwYwLaQ& z6Z4WiD%^0xAl~0MzG@qbU^2<|BOl6}vsPfVE+xXZ8R^p^lVFPNW?TT=HD@aol6@!NFjDplRdM?BpQNVK=!DLXl$(+WGsg*-17#a4(bXvvA!Ddba zF*{=%@=bF-1eIg3xz0ZLJw2)&Z&RC6)x3)s{Lds|d#+D<=9F(XTG-yUlG9JL4=liK z9s8dARb4u9s_QFoa4q4=$GrFMaa3T?C7vSpmw|ZQgc&0q{{Z1#7L%cAu%d^Ni{l3` z*YKsvknU@FuiMM~WFO&0SQZ+10DYYfKiZ;~DLNe~aZokfD%(qd-kGSL;YV}%RvqC! zb25SyoP&zE!sSYK*yvoxAOwKf=tV+e+xH0`#5^_E z?+j8js-rB*2dOm!%W#2-LC3Xo@3=sxY|?*yzRF1-6NkKU$Y}p{`SL^{pE# z=2NlGKpYyU3v49KywRG=ZBrS>xF0M?{lb@HM8KFcujn~xe z$-$TOr!4WvGK?GPT(N#Vex{JlWBZIldV^1tIgYb;xunf=BUiZ#jo+mw_PyTh@BGCa ztbEAU)FXK1hf=p(-CCW%5934km-78;)%qmyt>i{Y?JiV0kClR-KnTeE>YbLPE(X~! zul4Iwt&9>|OQYN~C5`r4-bFYt$=3k(=aKl*>t;3F!ImhYob73?Pxnf)jQ*mao@o_v zAl$v25Ad!^_U~Qr#Wy^F4=dZtd)3{PsaY2$fAl60Iy5r^QYEf$4O7nSg0!YROVOdue%6S}n)u(A9 z;QYd&^F8t^lW5bCGK!-{`2?vRmFoWh5ByPcdX1-E-XPec$}YU)(3MIZw)Y7(ERFM_D%mj2!3EwYB#q$oI>O=z;s( z_o`=6T=cFZ!@eNK&^=-znZecS<-NG(M^sU?0XyN%rcLVuWQ=jx4gUMcNWMpC9 zuE`LQp8o*-YW9B(I{yH|KVUfBzUi2L!RF8-RnL8SPmw zsr^UOy;YL=kKOd|MZn+tTAoXQJxRqqZ|(NwWmC`a^{zr$*^Wu32}t#z4$JMavA_rM zH6Xc-*9RmYQ(UZfPEY{n9+|5V$&PoN{b>&8NUDwZ0Q^Tvc`BF%!u}P{eX)T1?Z>@E zCaHo)C+p1`h0)No@u1<$el;6j5AS2p16=9V7jGc$_B>Qy+ENzIc=R;23!|nNL>z!I zj;ESckh%N7FTG*IsE0UVx6-ZoySf@q<220B#tzji*x;U(7WHs9$iyDXII0D|{Z*eO z!v;8FThr2-6F1DUz^YXMC%YV)h|esU!xjh7*FI-#@_!n!4b+gt!5D(oOjk8aGLDDq zigehGBg>8KGDd3^u4H^}a&hWuzGE@TVofUr%~K%eYwkya(h*Ov`M#U zbBb0S%eNDVmy?s}nxI@rS&nxfyU$8vHtxLrX@QzO#YRCDm1xPW2NsFh94I@oM>wYL zX5b8-YA-oS0|z6$I5R5r9B>75SkmK*0ye22_Xo8gllMhNeQCS$#1YOqifQ41=L4@a zB-^m=U9%C$tgbTMYDr)~g_NE;)mL@|I-y(~gNk#_EXYVZRCXQfR~V?+o4bv`+&v9k z`7*nE4r@2e+A>egfNE&&8Gs#0=~--xMV7$y9<@?=nR)^adg7+vyPS0HYOMUe2V8Mk zJ<3H(o2zqLg&DT{LrzL@o@ts_F2UYOwKw2JHu)w^&D^c@dQ z!m=819`eL8l5th;Z=`0)Z1LBvW=T1A#&{>CbjA)wZb=($sVGHMJ#oDH*2Fsbme1_A z$W(>K{{TVWxb^9i&2L#-{hHTtA2W0Gt7%096O$itC<}v+Y}I&!ZqEMzz*8qGTaelH zH287`RA#54(puc30PZK#bvj0kCx$O7Tuq!fVYCs>DHN;VGO0d`;N>y$Df|rpT82+CMnTVf)7TvFGgVgMiTk`&sMtORSQG6~?lU`73}a2nfu6OR z$`yDR`c|H<2#H81?+(?Pa7P_$qLcSbDsD12=OViO8&eZNvB<-E@O|rzCu?#l-L1nx zBDxX{TSiSC`EiVsRkO}=2+lywP_?>wVNyW~-^EuJ-I+loV@p-r-Ed z1RRr$=B572pXGM@rmTpXHCTWfK+a8bMh^O#xfdt$=CzUo5_wEE6YXAGs#{5>>Jld( zDad8uV!b;byBY32ZYz)Rjf=V^(k4I!WH`wlmDx!c$(+C19iMhV1YqN}UQ#yw?c8=X zgS?LC@T>4$ro~croOP{SdkHezo_dd91yi5pQ-j8O3Us$CoP(SW4{EAirf>i}oKY0S z*)qp0h+Pz8*i>F)DIoe|t!gT)ajK5q^-_4Z4a&Uw)g}T!M$BYxs@F<)7U(lhLeVi8 z=RaK4&ntRmfaGM-*@o!KUti9Yl6WVlO1Q8UMhv(IpsI2yS0nPOy~H%1)_{Bdl$g#& zX&3JRcn7T)9gDC*=0oOWjE=&kipk_TCukk2x0um4Ws-k@j53KyX3ibekbfnz;IPbwcXE=c)|Z5u{2oYrN^{`?H} zQP!@9VyvX(Y_8JS4#G17=D1f9+88t!;>d7+2oGLiG*u4%;BM}+{FA2vr*RBXqU zXBq%Hb5^=-=e={y>dQ#mj`+IuAd0dsWjJ-tG1Y4o8*e=GQpa@hw+w!ntZ%7JSk(T| zm%N8P=&E07Q^^CLYANbT=&knFJO})$2`sNA`^v|j=Cv+v(%gVX<~@Z>jvWII{i|Mf zx(k&VFqgGz;!BOJ%IZc*2Z8jh9@O02bQdaTGbNm{47#1PkwQ<-3FEh|X=<~opovJ_ zc{Pv;4V>VL(k-+@NixRA&r&h%QW>XEKI?r@8oj5?^Nq6YJaBL`S534{)d%1z9ZNeh zlrOQIg}kt3@|DTpd39b}*LJuV>ZyA z_zeeFbN>J?(1Yu?r)?fUa+5FODj773j;2I7?V7v5n@D_Gj1Dn1x&!K~PnP1z03tMz zk6og&?qO?E13H#Hfz4Llew6tW)eD)Urh*#_mH8BB(>OHqrP`kEKj2l&$2-F6=y1c4 zR}Q&$MmH$;3sT`L=*FcUsMk78zh{&4sGmuPpqYU_wUFAS%k`0u<4qcc$mB}g^`nw~ z!G!A>Fb!={(Hyi{(IMvX?JgHcjQYRWXVzHNLOj@E7k1v zON(phZnu_r&wlINS3U7R!%+htiFDNe07bdSo)mq@J^i!%>Xxd^q}9sS(!(?%oFIPc zkCRmIEyz2R_4VsibbF|#wPkT{8w@T0`I@cB{1pv>k6yKgso2=bxCKuupK)34267J- zuQ=SNa_7+2T*^_fM;`TPxJtx1;-Y>IR+Whd8PB1p*|_4V8ap$s@J6|PVW_NDOzk6{ zUMG0^Oo!%ducm4TofQ=a1*EcbN%Zj5bi6tzjAo^8p z%2)4T{VA$>p&{JShTKRpTZ*`l#-jm2_cfnwbRppMKHch5s4>pO$E8b5YQ@8E8yxNY zslp^)h(9WBrbjzO*pqiXa%owQLhqKHb`Q#;k{CeC06po#O!L?2R4%43 zCehlWPnBG0T#;T4`$qu(0C-eaGAfXfu08QklE(~r{Atoiu80PAFLHZUYNKQ2Cjv8I z&9rYFNb6AB1!;D<;PmFL+pKE|EyA$pbyaz7)<97S1B_>_HUruM6iA?eTLDcm)uJPC zT+)5ALW(#gPC=$gF`0uf9C}ncbQyPp8c00==h~amcJc>2dedQYU}euLdy0qc0aydu zy<*gxG|>&4F3Ldpu|jSNtPW0j80}11!vXF5s1pP%q;L-d>s76+EejiphROMHRjwOr z)cO71R31)0{dH1y%Hxsp)-5}i&}%UA+Xtrr;;b=oU<%Q-0zlrLn5eHK#BIkQ z@mfMjI|-|!ot>~qBy--Yu3BHEPdfbk4*vjJ76*;~amnl}(2GqR?P_T0mZE95zuZoF z^{uHvJdADkHH~L@kS4~!{3_SlmE+{+6`b#Lrj@xuRCZuXE(c&~#r(D8AFgUOmNn&- za66Gwt3xox6#HhR&>@q}JTax!Yl(-xm{b*oT z)k!fRWf`>MvLmfc9^xgSLUlaPAUURtRqxjC!LXDfBuzgm!K62jD3F*Rb`uLB8g=Kr%I|x?s}eR zNC&ANa+g0SIjh@&&q~WJ=~62*l}>$VYU50}WL$IjRST6Rv$v zPf?mFpDAz$6>l60tiN#8tnt>lq-uu)&MBT^}!RlH%3G!LTI3KB1x zCdq0Q`gnx3sDnMnmlYEU|<{yclO2RIFR%0P8w63WSn~9two^+0JD%P9O;d76b`R>{{THr zMs+*0{{SuD^R2<4TX$wZN_fz$yN5sUDxYmke6l&uwp<>3=|AtPX_i?JGCB6mbmK&_ zAHd)D)lQmioP8i)$C@2@Es%0EkyvDNg;Hu|)2o7Qj{{SBU0PEE8C8>gKGU<0|_h6$de*+)!{&he*_AN?Gj0&(Ur>LycY2M}C zGs(5>BKN_*A$wAOURnuC@aTW7TerA-h=Y{EFyIE}y)RkOV)1^4`gOqxsN0S9(>GJ~ z_UvoOVZED2xtC4UB9b?S$~vB^f5Nts=2t~U^k$95To@KRVffKC2Mp$kdu*& z^V+%}2kPHo)RqY%5<@cpa@%$u%nfrbka5t{(n6##`@^MDL{Hv6f|yTnU}KS_b-=?n zU(cbhBk?_)*4L~UF^f4zZm03C`{BLrt$(DscaD2hI|93W;Qs(Y^{05NOldA^GAqb5tFr~tF+VOljN|aHZPD&U{*?^fTW$$G&2!dn zI~qYI%qS#2P~d#0ky)<-+ul9H=XMJ&4|CSF?&13$p)6ZY*7=v{YclcHSI2eYraPA> zp+Z~FFgD(br@eDGF+Srf1Gfhxe-EW@GO8qmU~a0Cm?Mm%uq3HCHL;P(U2{KfRCKPV z!Ix32&u@d49=*k2UqKn$a~5`wygdy`pkXmCj2TR6R+M@A62T+hNJxU z>5>PvMq6d_WlrNnl6?IdUotd1Lgk+k(rKg>}dgGw1^Vb8fO5L-F zTUv~qGjeO9qtH}S=D7vUyYxVRI+D@`MZs=QG)Z>Ia83m>3$Zl83w1t~j6{^Vs_1r~F6euIitlKD$JAD;Fbja-n#zXVH-hCc=nY;1 zB*4M?hM}NAeoH_=8@cJ6Rxpq&_2cVWmkOm0(A;{~Jd;J|9AmFcbgihE)moN=hUjUG zr?oW-cE{yXWPkPRb0RD-J?hQ9!^0xD;Db@|{o_FY0C;{PlR$TRUDOxW{$e7BU%tME zv@z1S9X|d`8U$6Bi_Nh)n&!S=6G5wum#cJ(>AwwV~9`F*P8gXLL&i!@wm?1yqNVcMs&wlR(5 z0&7;)i0U$Eo0rc6psJ@i=~}oOPH|A|MLEagO5?GePmJwgd8ryQ@5fJCV<{gg9Vv*h z=NyCW$P~tLoRgnJO&R=Z)K<&4Ey*=HA(@f_ds8rR$l|oFAWUF&#{kxA#D z-%7O}m2&?8^3QM7;<`Ypg9@QXpcK}T6Ynt3r9-aXz@gm6k42FE=2Z3rHDPpkfcd3k z`c>~S+wMj{^<#<(9A-&4_Tr({lOHN79X`%161@AhJz+)v099CZ)}e$ce#G``NHRx`QA6dTK;i<|y`q{7u%aBoU#=8E;d`sVW?T z#1Y#n^2c*~)bvqOP*TxQm~(U{GReZ=N1vDLKoe5&O{K*EE@-4;sJUheJxQvvYF6pO z6Cw5#S+KcojPaBD)v_w_(tb5+n`F78plRV=vM=Cj7QcubC}#Q! z#aSei0ywgMnX5@*c`yb>+C9xaM7Lqg-o=@97aanx*OOHxym!dn&H7c?v~&Y5<*M9v zP)E@R){bZ`hs!2lh-H_csgp~U`EDzGDh_~CxX%Ohr0YI|RJ)l`=}NdIzadtZ&NS%1 zom$V+^P@cDy-TRyQq&S55TO1Q`~^Q}ILGNqbGxq{aheI-oK)O)L{AfCSzm03a*d9M z{41OBzk`#-mIqO>K_0PgyInu$sPsS3*G;>3L&tgnc%)gPKfGR`pS(Q{Z$_(&vm#Ns z^X8X$*0(0k=opz;s4tPQ`Wo!)?_MILNS`U>1q`kA6}#~Rz|r`I)%D#PFfWjP{s1|b z9e?0M^{+M2wO=T;y~rX(I94YI=yP3FA$83XVK1`JLb-!P)@_2^M3%P)kmzuv*E@gU z3xf!_v$>9CJb->vQ^Rzupq2#x0CkqL^;@~L^bKuuEIZCrM<>hqW~QB1-zzR~wy4Oz z@P@T-ZfE-w%NXiYsQfFN<~AVZNZ^7xSGagL#qjDnQG(}h+F{~FQJk;$vHlf*RPe5W z;yCw9Zy1rrR%nhJ^Y8REyOp;yS7(lRZ(qF8H7Mt_nWM=9Me3|Q#d}=0hg#B>QivIs zc0sQy@fUzEv4XGkpY24v_ zM*}9H?AY4l1O1xk)-pro7~`q*uW<24gsiUYWxaqm+7);i;=GBiTEhIrG(!*2Ip7+E z`BjIxp9vw?1Ohq{Ub)~4!!4YUwocLr&!_ptc|_5OC)u6KIRp$>XW(5xTk4)!Diw$W zapRhrtC|CbjPCqRZhp@d$`6_|wXx`Hfxpxi(QaJlc1Iqy>X(p-PlP z0Ny|$zsigT_~bF4YR-e^Rw|;g6qoODZ~L-JfDSYFd8<}-GT)e^W-8D3kD%*Z#huBB zusOluhp4WK!(ECyv|)t#Bz zn9%iAKT%9J@c#hMH2kTs-9AOTA|ayyK3&w7#>b~nsH8RLpQq?B|HRM{A^8$l%X0MvSs+*8RSs)2*Yy=Lo8qLgAz!BjDGpGwKQbwjv}5^<1f-POSX zuzBh9u5#+_q--(AOw*%zJA~|u(ccJ=#8}|+fcEyNrFkYpBE(8(=4zoY`mO2@1QA^} zo>4UT+ky!Bfvu+1Jy9#((5a_SJa|%#<@L{DOMh}5ah^#0>cq3E$ArO6zb|Z8FR5HJ zN?JX@6YJivU%ZyZ{3uxtUp=!(&(tp&s6!H?C!pq?&~aT*qitD~r+teSv59U}AG$d; zw8$BLQUM+FT+E8{e36_n@0?OTkEn#-z4nhsr!{tKNu-VEvGWdEMf?p(4Ww|kwO{3g=%-A}mxE#!*+cgvGmWtfWzxUNp9}chB z{{XC*{{Y)M%DnKow7UB=j7+L<*d1x8#l6AFqjkJTVh#<;d(;wmlTSbL@V|oA6gmR6 z`r4S=%q$ma>MB@#I~{{RI`rohuQ zG5KmaD~>CilTEjil7r|fqig7il(f{#k5P5ix5oc=W#w!2P`pM2BiL(tk=#LhBD;ai>_*Amw2$}$fw zL&*28DPg^42&uT90OGCvi&2LTVh0@XK{YZ;O2W|gL~!aEPE_f}5le|;oAT+q3T zvlGhKU7F#Xd09z?G}4n)z4+@+YytG?R`2x5G@V7QWg)imt?E5$nK&8t^{%ATS4KomdFVQHs`5F;4NB)A z;2+AW$lTKaFSjHfwA}AF&*Mxaidc?bm=AG}u4>eC=jA7nRnX}N-6iNL4l(DIK0)d>Gy>Dh_JF~*| z_p1WRKQ+!s{^-S8k|Cl@m4tNpeFy1LnF#x%a2+x##E2DlW9AFU>rlpy(JP}f;P9iM zpa$WT<+F_U@0v@PmQ>>bheJV=$_#Qn(A61dE_mU6DTsvd-1h5ATaS8gdQnY+0Z&pv z`cf#*LrMY1Pu7rFy>Btww4O7X(S_H}Rq9ICDjXA97EDIj(CvT)hO^-k+@$8J8#gXs4)XdwU_qWtij8a4D+DKh(xs+zfuT zD1`yeGJQ`p>{l(vVlA@2S5zK~GHFB+gOUp$RynCCEEHvq0P0OEg@Tr&ifHB;jl*NE zDoO?vQATJ1XsYsFK_6EH`VMNWnx;PDekPiWV!AYGk1TPFyQun_!woGZct=jn>6F0CQp6_4r3s)=QBC*EMA&{e3ksK+gq`teTDTZg>L z5?z@alFr_yg^KE9g+c{w$7vLO6n+AyRmTc3OWGx}8iVR%$D_*J%HV#rdL1_2E~~iv z)yz_lK~XA_WvC=M6ej^fk3muZPau9Kn4~D^GwV(+N$!5NlQc+o1FQZ*o45|&ohQ`d zlX4G##-+A94&TKl^WXVYZ7Qmgcmvv^j_xV5u;=Sjb~_d~8ZyVdFgc~%eZM+NOe`-x z^wyDAs{u?gNh5sHkUapUOIXJw7W&rFA>3nKDd7V#rk}LS(G>@&tBQeoC?7#jz^l3! zDOT8ATFvJyp_q@E4@Mta<-B9?_74#T)wEEM-wtJn@ErdDL;UNr*uI#hRcPPLg~~s# zP<@E5idCF+WXc_n3y56l6aAM`hFE1@GDljoBFA_cST4sOQC`z~2A8Wt8;-#!d8kW*Wjelof=~t_BWxSPdl&S0O^seVk)aT#X-t}s;YbnOjOU)sS}ta-B3q69 z)2_5I>b5Nm#1>`7M{!<%HMHIu@nm4Iw`Od|BM;ropU~E>k$o&Da=CdU=VpHL{{VPa zpNVblJW-%D4X|DX-vRd?hM_w$n$X_4yJoOiQZP}*Tb_g3yx+vya^6Jk9u`zPk-dK! z!tn2mFSOYgO4KD|Zmd@hysx%;*GkuM$lhlUkamu==c6Jh^XYKxtOhy59_0Jh=9^~r zaV_(^2L9+BkM*dvn>3F7W`qwWRt13I4r^NS-3H)xAbr{YPDn z>Kk}gWQ2hjZQN)0kF8}*I7qo#Nad~k4|Y`~xSl&$*+C{o995O@VU{ME$54vlRP7-< z8kfX!K=!etUps0FesmmweGh6)3ry6cLH1bYw_rYNg*Xm9!L8iguGyN3y@-F|7S^o+ zPau^&8BH=vd-z~5-P<$5!<_ZaYTx*O#PF-h7NpXF$z9mSYYs{E>jERZ6DpH}-+6ID zeBDQD7Ca%WE|0BZL$wJZi+X>Jdc+#_l*kz+9GddTw9O7_(phy?9%AnYX#f$}`c|#B zso~_eC@!Q)5a2e`^Hy~tr0xkb)1tbLU`%cs2L`6x4|?+3PZU8ExQb>6s**bP#co@8 zwr1MCQpia?4<@p7UqSO7xFgn_4RUdKtM`CBJY?hp&1%|f_Ll`zw#FwIJw2;AQj!{y zX2mEbn2sAbAmHHQotnv_#?LR89!D&AQR+<*rpUtQC%N@C4t(qEby!C~?;rlP7gr4) z*kT)}lkSgCQhlhmK=ULrZ_#@K7h*XAfi{t2&5u8Qe>yh`!F%NovDH&O^U|~KHK{E_`A3n{ zo()=qW`5A0#j{>TWac*?XOVWYl^uSy=f%RVFgIuNt<85_lTfx;70%p(;~3}Cx!n8n z^sh#YZ5>W|yR&0UyOdoaLd_;d(mBO-&2sX_ipsnD;MWUbdMzD}&D*%ndRIlI-6_X_Lq?uqx zIpp=HO{z&K!8jh6u8vN|cP5hZMGYQuq|`R|Zv?@?Bo3q6pz|Sbyx96v7bWqLnjB+h zm?rLMU20xp5TKKjgY8*jCz-H{PCA^|Lu;o;_GNcbyBy}JFh~+bL%0$T;asY$VWdsD zTh)B<%V1NPUnzP4r8UWj6KkA&G3I6H&(XCAw zX%Y7~49ejfAfKDwsY$v>!hlW1xmI(C~Mh|;wTTT8TaC@ zJP297UIOG|qIja%PD-2(J?o-1qRgBcBZHfj`qx!zo@8pitOatmUp2t`*Jr0DOj#er znseAob2r3MEWRSNfQ*f*2>P1S@Ei&Kx2SMFR3jMa^Hoc?GWfO8RyI(hJC`J2cC8-) z{Mx3Va!yor`qq67?s^TpYOyZ^r=?0j>57F|?;$|iDns{j#}tVafnH^)qRZnc82!9_oU*Er6VDuU-(Q}z%3`6_e$V&?^Ec|qxiPa2+EN$&RceI znzEKR4dV$VXk;nolf0qFPg=8}>6b&q@Z2@4tV<&j#c(^;tdr3Ys3d-sAs`ODX`|^& z$8q}9p%^|Zm15Cm1oFbXy*XY@dT)z?Iy8U|E6d_+vnlL*3QKXz;TA+BarsnXK3=su z3{-vU?1(E$hZPnN`89ZeM?BOLMYQo!(MgZ9U9Y)^(3;hSOtK_v_n6}~l8kbs6X-{+ zZ)m$#7zNUn%OCGBv_lieR&T+u4 zIqqY&i+#hY4w*eF5Rt^drw@*5uAvNig|l1Ccs&R`4GP!PHaHIvU#_L9Jj%OK1{Wu_ zVu?=EySd=j#;d1XY4Qb~3WLaD%C%!MoVRa4JJ)q}-qWwNQzz+@WKh)cJ0MBQLE-86HVd z_v*6~yP8(J7?}aH+t!f3I2`^okHdX^YBJpNPv=g-b8AeQe$GK0gHy8x8O}$gW7*H- zwtBTd7JY!Ry=}m04w#5nXsvc>^AX1<7&% z8SZMfLRy*fNX|(osr;%kE6{CzA4V{4E_Zyqs*H0>aq#}wjKy&xA90acdw5*a*viMA zQ-JNC!xhuqco$QM{_UfbXO40F>XZ0eSB&7>ZvOyvfvWbfeM$CmT@0AO&p(AfZ{yaj zK9_w41h$ed{05=&*$CXY&$TP2^c|guas7K$i$}z~o}!^)jQ%vSaNz#6PgF-z{L>uc z+J=ypVR4txKJeru}E9?bNDnW7E`Rn>oP_g-sBd?_tSpoEErn?1F#PB-PjZ?Uo zX8?kuuQlc+c5YF;)H5QOi!R=|J!*~4qcy<8kg7WhZQ~={lB8gcFlvOah6+tIwGnA9 z8Z){!Do1c?VX9n#hLwtw&#h#usV5}${OU#fy$?S0`9QeZoT)FF6qq={%_{10PBAO7 zZ%oxA7;Xs99<<@MF@g9RHACFcPdZQvCk)XWbA16p6(ZB(PvKGcWYwjF4vYAjlmIAvge(-c2MP~bhTGh=6ft89lAv?c;+?bB zk_jG2w@DF+i9aTCaZmhdG1yI@b*212I!yi)(&M)^Eu=dRfRK?WMNEr!IJt`nKV-HAUY;~$pLc25~)a6c3 zBfe`+-%||X7!Xgjb0;am&tA0km;!Oh?axYyK@_BR>6QTGRH0k@qwqD)=~|!3<;v^; z=xcomJsnTsP?d_f@ECs!Q@=mNP#K5!e>!&d?ho^-LL0}Z{HWRwaZlVkkIiX6c6$%b zm<%aVm=rctZ6~^%RQp%4G@E_t^E4JKOZMP|Lwh2gzc)3^YtrjWX*b$2aRVmT3Oju( zs+LuYf_E|Kqper+UgMdL5dQ!GJXW!-CAkhL^6e7&W{K_m%ufOR+h?7%V*27qA}PCL zgSayE2h>*1zu*|=cD>RiFkOSY%jm8C6~;Bx@yPb~YVq7ger0YjYoSUr)fWeC8H1{s zP4T#347th3>V0bUo}$dBY59TNKg{eR}w=W58p1mMQ16vzj+rJscg?TweiGvYy^Ns$znZ#>7QECk5;t5 zwoT?X-GPJ2$^QWLS1;p#4O;2o>KbG1jGVk9_{u?U8nzqbKKrD=oY^=ESP;G&1>^-M2g*m8;>u77K_AN_OWvzMu;0%(nMX z#sOYNRF6@ESvkrs#o0A;$u$ik?@74}wU{Xk4%+Fodsy{*L33vzhUz(jvgg;Q^{%mG zNu@q~YTF0|FzZ}~p`}l!>aBIBv5gu0&8ToVAc6YR_MF-<<*|D2&b5*WCX05*Ibc5U z#aoD5U)pbogq0U@{CZRn_>R`&FMfes&*g;2L?f+5d1hgPdyP4_tc&+l{{SkNa+R5C zJIzN)k~!7dL}E)RJ#oR!b$U;TZS^~LZ@VHc=TdrCpIYko7VyFLxQj-wm&oW3dZ%%y z8*Nf+n^wY0l*Vzv6gcx}OVIU*XIou4uBSUoW=8s+gZWeJ<78I4xxku1mh?sJwa(aU z5bF&T%)&c6NW_w4@xQiym8)$z)d$+-{oRtB#E-|BkK%7{L0GsnB_wEvdx4ZCA^!Jv z`g&80@WQ)69Cj6%f2kyZM-e0rN$FV9-vDqV=e|u!gJN^B(wp&~pnKC&{aLZOvs|~^ zk7uW??22>0@XuNt3Fl{6^S77RuW)M$`ssoBWk7R|I@Wt@Ofs9kqNrSIB1ORq*RcMy zMh@WRag*K`C7+Yn=QTomf>hw=nn|WYN!zsc=Bh}3QbDe`z{#ogJh-2*w3t=8V#mRF#<1vD{heLiBD(-4{Hw z5sI0v;dxp$buK#t&2cMzatjN?^SuOhy*N!vOD&r8de7@mapZ;RY*RkHIm2ciXLWTmOqYZ>2%Q} zMpQBp$ZFX;EeYI=F!VU9mIZ#&x%y)~)_G;_Dp=(azH!r`qI$-|j*RK=uXe+X?PWbP zSXWc|hbnQ-a4H#Y8fV0{Ds&*UmFgEDX6XDo5u#VZe#aa{={XLiY@Of+&_0xl48%6|AAGw(?zp&L05@~>6)rrg}C%JL94 z=Yd&LGnQuH`x?PP)NbYTa-#FxhGu19f@-D2=lD+pflq=m$;in(@lf2x_}l^7IW=_Y zMlW!3Y`LWk(vPioHUJ@wiNH~kO>r6+-7n)^>{b_7R!p|hmnQ(=_N%F}F<$W;dR#|S zp7v|F2bhIXOL8+;yep^0q~2UfCZTU4%Af$P-m5Q!^#;SV5rgPjtU=)`-{O%X!Rh`L zk28G@?7N+ePK3Erk=CXMJfF&_+ab5NjSFsQ*97|2lw$F2VS-0WXo5mWwRV;|OjdF$#2ElwZO<8@ zHrY+9Sh}MiADin+S0jSog-Nv0f-}WvW^=wO2m2mkGt;3RE6Jf^F3%sWdiROO?GocE zMi+yM@x8`5!x7$++^4aoezjdhrgl~zFRcl59o0~7$;Dd$bn8!YHXvYA29eWtLGM;r z4@!>*6-fxJk?eeA{c7wlg~ol3Dz-j)k#eBb*;t#K@JNCr0f6HbKbio}Yo526yp;r+ zw$}w>~7(Z@AiXLBO4Imbe3qDUp`aD8eJzepBd;4TDwT@Ab8{es|<5f88|Ymnmm6vB~Kpy^;Mj!H(K7+ZDWS= zNY#N*cAiEuD-uX~#xc)aSA1R3lSL^BCz^q)OUjHcTP3|Jq~~$Q0Q@SEC3GQON$K93 zD+YbQVusBybf;hzL6ro5I)mza^{dx5b3tna&WsXuEgAIy;MFoIL~;5Fx#^Ee&ifvtrp(1! z<{p28x7N621<>qF?j1rdO8%LwJy%t*u=yoq^AB(Fte^NxH9Kg}nH+N9e;SoP{d(gs zC7Sx;ONpHCW;rC|njuZ~8)s8Dh^^mhDnN7B4alt9i@0u_i6Drpj3^J2n&%C>^z(Vo zH3P>Y9u9HNRMzpPx*5oP!w$pi)`%nCT6AgXw13t!+hAJ(9Wk#)1!*#&Rp;@&%JDpcmlJby@zU*AgSPB)yOWA;5V1JZ8$kx zR%x0fSQsAWkhiTjG~M2mIV3UUoO%jjZ%@{mNiECbT25&wLl<|Y zWa~a-2*y54{X4g&3!X)35VK}{c247S9k@LRq@K<*xf6y1C+6T& z<VqBfyH*@J$o48pK2--is;|Hbo2$m~?hvnRGa-bdsbh>V?8W1IM zzc>qywaEo^Yz~dwbTzGIYrQgN3cz&5V>FR*XKNFriMd!G#-zn!XrcBqG`qV2o|Una zS@RT0gGc%1qsgOr^`n?9JmdVDtt9NnWG5%Pb`-C^L$sVPpzlsqR2Wf;rD1BuM+i@t zoy>ZZQqoaH?li0fWLGcZzYC_bZRbI?Z{i=je0~1__FB4{X#k87#Z+YC?t!bG5KE)7 zxG~Ea+UVnzB9u<884ug2_4lst#~v7I)wO*-Jlw`VeGnh(SJ&z*&Aio>cOzpRL9Y68 zQ&&bV=&-J1akm?L16FMu+sSbche$sueE@_hiOSm-foH-^%}-se-eTzQ5gwlvQin$fu4*10M& zwe~#%?*9P7UN8-9VW=BRrr}a_+OM9~=34&%g|GA*xg(wzRbE4mRF6<=M&rV!E9SD2 zIrRNOSA20wa!v`ijj-LHnO^rJR?%aDEum zWxBDul~4Mj4&PDV70_5}PiqpSjfIaOWcq)RUbUe3H%-y>*Rn(ovN>@0!vK3%1>$cF z8z^t0SjceRbPejA2(0Qh-Pv$z)-4;j$c{qX%2%BFu4>GXB(A(;oR7;Dz(;p9c2K05 zzyXx!(z+`xb8N5~A99jV9QusZ+ftszT~k9zZrV)k`9K_XY;jO&cQV+(*7Al9ju>;v}b77b0mh%+x;9rno}Qq_RpxU zv-@i5LCGO{bgm{Z^lerq=LC^k;&3=T{VS%*O6Mf5nQ`?d4fAf#*0ZI%k>w{fIglRt zHB#X|Y=e(#6j3)MTd6bm>QQkcCz%P=5-K zc0b0B-`2Ak17~;~;+jJMNC$)IQxVQVs`D`iui;xo+)RpAjlERVA45-Vq;PO)ohw90 zb4Jz!r{_z#yBvKfxX)8e0-UGNQ+OTee9Uz8pb0@g-KIG`Kol7mj;HXZ}!VlzDt~=QML5v1KAviB2~= zbjNBU%`}8g6CiQ7nvf_Qb_X>QOfUgBrv~4hr-AKUl65(? z*wu2|K_mo%M^8$s!L#12u{}x1>53v5lyUT};Wnb(h-*?f{z9$KN-iB_QoXw8G+Yus zRp6d^?NuSmD{dpu3|3Hsm%M7)*w^s#lQ-jD(V|AM>2Z9xBxIWM4-H5A);@;4THjEP zIAgcQ*4Q?YTFzExaax*lOwmERgC=p$N`PLhkUWaYSwYALp{kdc;6;Xv$lWkIn!-Ay zYaEEGBLQ;BoRURDW{DarsmS*8MKZED8QcbP4QWHDN90D*I96rOK9$2Zvd+bkb~9sf z&s=t={kf!!sVA;M&m-G4Dcz0ecFB7K3?pZG=shbxTDa4Gz|qevVaUP-8D;myaqFu| zYjx%qJfEB9>MJKz)MTFWLmO`M2?OcvOPcxxj>Exkzf*XVY_O)_9LJBL`te?Z2?L<7 z8PUEVTKH1i>~rbQJF^xpjseHzUX|f*6xw*FO>4_oo)C|*l1yhctYXq7yR&m~@5Lc( zbtChjx#xg?8m;!Y%WZ=UtPN!BC}}+P!~W zzK8od;XYt?;N~;@@m^Wvfb;G|lguGicWw9U`BG0&y^Q-ysE6>Ca(bTitrKqm4DLMz zV%$d;+E~ZBB@OcKImhE#5nIZu8z0^@kGvSpepMc$-G+XZPeN=9a{Jgh=zTafXnPvY z5xPu1LgbzYy;(_JWoX?tZ6q)Ur6|dSkvLv?=A6mACmvgUD_fCautr2n zj+m!P#QdOCz{eEQLgcs+jfHsmh#1XRdAz9n*If2d>VNvx7t-RkqwcLIv72o1d1UjC zuQdzES~1D%SERaw?A8}D$M%e?B#OrYvD2QpGOayZpU{xzBzo&6u!Qr}OVsBvJdY0r`(i6WCQs zQLrdToLrn7AFVQ5$2>c>G1E0#IOmpl;)ur~lw}8+2I2V81)aszh){ft-2;Mg-lyFQ zGYeOOYgf0OfDzp8D}mS?R&2;Y!TkkqYqr;yHW19POY%J0PhR4w&Y1h7fG|yJO>Zn)gP}%JLm>nZN3BzuNY*k3Esp1b zS|&-5-D%d)wavs(Ml$j^P(8`TBlZ6P3h2BeW}{Mj`37RMiKajAbW!=zoVjCh#a)%W zM=mu}X%{fr#x2lejt4)kYYd(-f$5ss)NLKSi^HGvmu<%#NI(60&AGK`_h+&6sD#y$ zDo}frwwB;$9W#oNE&WeEqMvLO$(HTVV~Vn?h9i^Tt!U&zR~Fm^C!XDFV@P%yt+a`f z%HZO$)DnLV4Rl@>RT_zzmm)RKBi^!`vbn4k-H&#%jZL}|yp;!~Nj{x#aJZ5sZ>X+k zPVr}w6()^ceL=w$(^_k~b=U!CRAc-yaBDcqGFC27oL$aiSMXh|(XomUNB2h+;`+U? zvef3c`G7|t4Ek5ndZp}kT4dKCsoJM+JQLc!bMXSSnu|(9eB_hQdLtC2WDZhs)URm- zcM~eUKqsG@wOyA)jDiwJ2h%m1Y)FwZXD+ zG5JzX#qPYr-0~_{QwbZuUBe^%aat`2dX@aLI-V+6aID1oQlGm`95=ox-sH4NzmNX4 z6&~+nMF4#ia649hr8kup0Y3Gjaa`u3a4sd>qY4fI^{*Xjb+=?zH!~QD8C)-L4OV!S z#yVr#q$Fb%3tS=`lk}~UGX;Pr@l#$ffBMwnIym6bynprSh^XN~IT)e?AD)4jsuRfu ztg;3i;MGTkxhw0?&@y=)?QV#P@)YoMn%2{G35~)P49d;77_N0#E2_v?E_uPNtsvVa z%k7vmV=0mTd8wRq9A2ki_|jscwzyk}@&N>Jaw>dRBTUe3E@=EHsQ{#+jL;!!hM{uM zjPti0yVd&4)!;1;n5�m{rAHjTy3Pj1EsoT@ zrdT6g!zt9({Hbg^obwkBHk_YYaut2Wn`j*rRjoqGI3(cwgm&wi&rn)L{`P9OB#<98 z;c&cjlTgaOTjM`m)y=CIW{_hiIL8%2SKlEc@D$?i$&j1yDa$qnLsTb@b3zr#9eAx8 z((Id-lHf2o;-`w}jst!<=~>&bcVLwzQI5%&kJ!6Y)j3_em$3H21Z4u@%QZ?zYMGs29q&KjU5Z!+m-UMjOi)#`61=oMpin=}@Ds#@>gQc}Gw1UB%>o>#n5Q zTew`}pWsg#$Kjh>sQmu`CTU-B-4^9>i~vtjirSjRe4S6jcLU3k-e(c#y5}l?m3gkA zrQFzDG*=Niup|ZphW7@tp(Ld!%X^zui*Sou9)sd99b5R1Q_vu`LJh2{Uf?d$%*13b z`!z1I$4K!duCHizG;)I2?la%{S0&*s7Hf?{JIPR`v zYPz3tGhUajXyL7{HZR_faO2Xr+t|!^_VN|yYJ>P7=IRyG*ss8{vP;!I6j3YSw6qgs!xsh&+AL} zv7fkV7jq%b+NedRsGAQfBdU*l^`1QgKF?`T+(-TMvG!Evnl9! zp{>{P9`w;OFCO%bGaAuCS0?C%qG8SkI#YbS9<=gUl4%Ghn%!K6Gi^CvZ$Z|Kdj9|_ zOb>HINvkm@U@lKwQ{#P(7<%#rGw`V*1>6pRnkTuco>m^b<8uC5O4-d)mWFDs(uEz#&jU39k7y+A{*DIvNw#ca< z$2nn|+0<$+i{M0IjH{3!cFHq^uCC6Zh`m?THBO14H@kL8-4-sNH-F~Xh)wMw{oR^&nxf z>OE?u(UtxP~Wk!TNjgPyxgU{eUI?TPf`&{IcwG@1cI}h=#Yn%IsG`NgSh70D%0*qm@2jRi| z>y`6ZC{lBS&lQ`KdK8hf3jL=@njl8#TuQn0JRj*-^<(x(tYVG+cpw|V>|36{jb-SP zhSd@l;U)$){Ao3Nu|A`A`8!K(QR)W+^r-SHW-+fg4geurAxP`&Y74ueJ;O_1HLNPbxltiMak*s+UI+ zB8JMM01Zj0pR?)KcA3L4Hxdu83;GY%w0($0yLlb_F*nS>!E%J*yAVZY8>yCH(OgQB zA)z8S>-C-1~ z{{T&62lb}OBxXK0ZqItG=W)+I$2EG~oh&GxDJ1!2)@T@8=u_gQY zj-F}zi_@HEt#ej3t#zoRDh}xwDEwe5(Zp4j@R8vgq zZoE6FTMhA`ojVmgkHWIdlR|d5WMFv=E7NSsv}!Yxid(HV&h1ayEz(bNIsEG5CGjgl-sxT4uv&STy`_=c@0Vg9p>t~_NRuJ2Nt_T=M zmtaR=GyN+I%z5OJS8dGQ$gR8AHnuac!SfRxI^@)PYgm1iOx7fp>QZ7e_;Xr8*<6;j zD5C!DM-+f^Yi3cV0#$9MUrfvY0NB-HmI1Nk+zrRQ$pZBb4+p?&@AP;WUrouDYHb?!|NvV{~yvV1Hl`x(t`&2D*WRNHv zXNqDbR%Tq0_)}U!ILG8E#Hbhtlh~S!^~o6gXs{LC3vzk>bv=rIra}NG<{V;>vf$;H zKEpMoqF-8CGbHhaVtAJs{3>MKhPOJz8&nJd^c4J>uLb43#(b&K@z)Jjc*h^5ai04WX#AdWpL)P|Y^H~T$OUCKZi=qjDgsA7|11u6~?9cygXLDLuQOw2bf zIuXY;tYvU8ZmwEcPCpFuK!?axkl>!UBZ__9n_EiwQp%^(wNRSr0~MrGdkMP| zT+imV)i_$D(s6~PXC|ElK6J{Nz$cUGT?r_oCfg$G{{Yve4UPvs^(E9^Ma#v%cGHZ3 z)}agA6*6}Pp&&W!-mFF$8G5UB?NP%MJ9WSv&1pzyzG&63%^KhkKb>aS%Xa$Z#jC2j z`SIhUb^Pn3vb~1-4>lv;45z3yn+BC)`gA7bC~djjou-{_f28UApo&nrIVY}v8iud3 zDLZa#)bX6HP=@x}BP}aqZT*SuYkaNn*{Oq}F`; zjFLA5kELrGPDW0pj-vNn-6ml@J!=-`_>;?S&m`6(UNIT;s7==A#_qkVsuU74b8N=e z?Vf#cOek7O0A*isT^+@}!oZE?DB3}6@U<46BZ}f(LTqF1u1|0Ny;{{TLRz%)Fywry zdJmwgoVBtwgml#6wHV}r<=f3~E<=(%YUhOY*3xy@=U!9-7;eYQRWIP4bn~UkMsc(^ zQ&{XIhGT%s)O5!cv|Z6MRy}vd8ft5)7l9z ziuT{J1aXf;)K?keEd`?T*;j;qPCI(np-F7Nej%~Ft2+3{EJiDY+Rf8F{*_awbSO^D z@->6Yypl3-tr0-x3<`iqeqrR}%bn_^*)d;x}N`(l^u=hGCgA!t(jKgc@d zbkAz3Evzi$GXd->?9s|{I(-dQHjkg@%|39kSm~(Eo&0-Li(?#W00F&nDs+jXskV|c znjKfLa-%X`H+$qr6n!cf^uW>qB)b7Tkh!jg5}Q6{Q}q-{6nVl2aXA&e{hemx1|SV5_C=`a8T<_zg^UyPO6;Qm^;&)sH3326 z*0rBYk0W6t>rg(IBV>)Oj`^UQG-OPxy}zA6BO|Cj*sX@MXphYo;zdNu$-rNxDtSkC zWS9rtW1e_5HM%5kg4;)9io8`p860=Oq>M)#ft>@d_er9{xmD(m&4pNwH#-l|e=}AZ zLU4t$%Yjfl2-21-^B?YtmK#meD;I5mg8Xz8^?C)x*H4ukHlwE8w>>-7RAX+|9CgiU z-@?<~$t!)+WFK^cjxk3*p<=6M8*6yMIVGh$_8brEP})W3&Z<81 zuwTxt-ADeFBI7F>2*)0SpVo_X@*=pL4r7mMf4-kpdO2pWb%H?kLYnV$9B6Tn? zJ%_EthtJ@4v&Z~n(Tp# zc+8)VLHe3zwHQrGLm2rb0#*7j&-16B+-W1TTuY9h!hX>EXv;8kHB*$8Zc0pk^?F*Y`QGJ-3q@0fhHu@@ij9tC7vF_z`oiR;a7 zL_Wviec8iZ&FTCr{{YvlMP0#|_c^R0?ONx#(@;GshFi z5nO;|ZbJLwx-SopJ4)7VyPIz?5BE-MotP8r!RgZBTlp7rTgNKSs^vtHoQL-m z-?Ka)e}>5$Pf?FiQ`tzcOdU6ig=H|6=m{tHlVxDwf4sfxGg6r+nS98>8OS)~(~O&Xg-U8D!wR#-9G2GZ3NB`0lg@hk3csSo z_RUH^IY*NMGqA^}Jo?m@mr+?x?1Rc?Bam^y?T<>keD?PGHQmLGN+r6)M`^%8+={#E zWRb|~fQ>0zB!?i3`c(}u<#Eqmn5+7uhtlFucmxk|imRl>x@;ZAdCt+zYP5!=OX4r= zWx$IV$JuYK<&~7HxmJ%nfzapcnwwbCUr*Gfwizj$q4fumSo=#m z70aQE<*#U4^AuKz)2{;%RRPaDtre%VMDm?H@-&XlN8UN8PS#<@037?*OD~4k%05)* z%0hPe2l6|IOuDQNf%(Y(H>a$yO`OARdLW(S$0M!-HtJu>+NUH`Zdah zofoHO9-_Gmq7Brgc^l3@IwIS8gH|or*c5WKuzSHLE#= zw(ec6Oi9WTK+7KHotk=xumM%cJ4dc+29ur+eze0OZl^SWWq|3E){~cE*p?OFAW}#N z(ydzCz2xQy*aLz_d)B;~EH7rF+98$W)tt@OLYasngAAmkR{eswns7ogEDu))v* z20S0A}fvRWJ1@;)#_c8^;x!)S~y=?ea&O znFj|ZoYJUVf)Az*aZhr09&?^atxFs4-0ka%ml53FNx>ytg~5#^wV(GHaQ> zx{-?frya3bvuZaRRYQ@q^OHiSeS+s`E}=4P5-#sd({3)~fMAeZ^j!6>3{Ly9U!Ppo zoD)LvH=QeQ$0d*Qrs-HpNZyZDg_sExr#K{@1z4VRj?v{3DF7Xrk7ySZ&YC*Bz@!(QF*jHFYbwWVBUK31rK#=CSQeBEv=qCt|V4FbLf34#ht2J-{MDKxLYHpKN`-O z{#%6`++Yw#)}WG8Atm2AJe<{8+fr_ewy`d!s~<78tFdejqOhc3BF7po z2GPwo8A(_ZNuAZ*>f1nMBvwP~5pFU7+r4wmb4`6L$UMhpKJ^1kdS5Wy#Xvg0>8&oABx9opRJxI-tx8*af$lb$1|XIwG$jeg3AX>E0f`)~+#c0Xw-2dk{T7KJpTax5G^-F(%S1)k~t&;B$nen zuq(^;Xk>jxO|S^pKPo8T4%O-(5`0@1+CQ?a$~N95AY|vz9@Wcub47cz=gk6@Cm@lU z*PE4Gg&t!IPw>3=NF;N$efw6ccxpRH$qZS6z&NhrOK4%+9z#itWOg3I{3|l@CeN6F zs9(Fg`PVF~$+My~qH^;`{ht^}mou=-6Z}6@+O<46;!E8U=ry7&(#k@#vL;9!)jj>{ zmCdY^N>NG2EhCZEvFE*(DfYzdFfcat#Z@-j3Xw@3@8K^H>e}_i!(BxbR?(0Z_m(93 zdT=`6S4(pWNC-bSw^Lpdpix9nZCTmWATmYuUcREM_;x5#70O z@UDxdb6B}`7S{6Q8a5?QxxlEA*|)oD7DKB#s!>Sz9*j0R@L6n&qgG ztQ#>d<46>eFfa~(opP7=1?O<58>AflYo^pLBa_Q4eoenHKDEh&`%JAFW3)C{fn4`D ziXh9%SVD!{dF#**QfZek`4Ism`El23)|+Aof<~cJw-uFk`;_t1ttBhH2g({|qaD5K zyrep34f6Ii=#V64HE76XVUS09@>U*P${kMLxE<@M(0oSr&^3doX9xEz&GLYKPoS;j zn_3+8A=K;ct`^x<6-<-A`nZ>={{ZV$A7w?w#;Gzh^;om=FVJ^2pZ%c?m}m1#+)4N5 z+m?T29fe5*I+f#jkwlhg!jca1fv0mAtk6d8k)VLU7j*vCrLw zOH-oJErH)~&vh?%nX{k5v|@@lfLPHG0oid`xy5WgR#QngjI48!>$epq!rfKIeQM{; zO*s83T|nhT0Wp)!FPGk>`Ekx^7^vt+(vx>VVWCuYH5*{(<*7FJ9<21n1Kf)?UQ%>P1?1LVB{j!i?l|P>*_<)OIYL3rC!A-xS~DF=g17Bd}~ zQjN>X@;xcXgU?S|PMm{G1;kSDcr?FdJ)ep}wU0a+daJ1zZP< z!OxW@J(yCpiD<0&MEWh*B1W(Hv(DVK@=7{mZtF}=GlgS|A!0YUP{d7Trop%DP(Ll@c z+rSqY{wDd4>55pRQ)6=g7~BMl$8rAv)~RGBNoAFXGDuseLEH4HAt5GQfChVdQ|5fZ z(C79ym@=$S(yWFdLKR>D&-`>_X}`&ZK;@DI9y%ZBI-l_T(w+D}OrHHC3(+9Lh;7f4qs>HwUV= zDn?aun^db10n22Q-n5RG%As-JB-M>SO)siIt`5-K$s@4lsnt(ma*%7p#Mag;_if?| zNBc*US*)QGXeVgr2DL8jrMuK-xyUNaTZSDwRSBbD4o81VNv(p$uY`_uX(2r)w|LHb z0L z5g;BgYZ*nOsx>0kq%UU+D;0?YFyQU3FI#6@i12>va%;SjHborrb_ri=1bY^FC|-OB40Gj>GF^&rKRPyo~sekQ3A&%FykS~$jK+S zHP-7|!PjA)!%CCP5k_R5R2@`*3ZHuOJ2{V=AtPzYY|$IZJA<-kY?@kWu?yWz513f_ zR^`6_4|=%^&Ef^Rnn1pECzq&0g^)D4TV5vy(; zTeUeLMMg(P+R9Y=5raaGYJ01xZ>~JaF`QsvbgeBbOt!d>eA4BC!HgVYvuec>SZdN+ zMv=0H0P@7=k3m{eYtby>QF9(SVtUjwcytKM+e}UdcChRC)??|HDGNy0RRbUs*0a!h zl3wca-L44Op!5c_o@Qp;Sd;E*5_8s@y9bPZRit5ZT#1B-uU~4jX(KG4&tJ9_{Xwyq_9F2`5RW>(j&Pj>5a1ZNOd{pTywz4Awlsu14)ye&!hR!?m zt1EJ3i~_{%=n3gjI!gS=YI<0+J*1ZQQQaO^LCD8LR1D3N&1~u#j18qnZ5a&Ai=KG| zde#U8@IRF*ak}@AN%kj6n|E5AH-7a{F4LaArlsB&sl_SBT>(7_w;r@^KVM3K&ZD&p zF)fS^eJga8h$lJxX{7to765uwW<_I;)e@$d)T~M|)Sk4wVxZorFueO_m@W=}?NWlU zT)HH{$LmqcDOJzqResRjK<`cy1{h&W*{j?x2{FOmdivB%H#x@?NsRooz}(d(ZBVx! z9L1k{idM6O zjxfJ;H(y%wn>&q0OQ_ZmUQFaDT;$iLC57yo51FWhN86TBpV!u+bJWq%9nsCz z%+pN&0K1PQE_lhUSmzPyZv2#?J^(YC!k-YDXXDD*_&Pz(5>z~LH4N^caT0%!@YW3*hsKA9@WEm5#!k7EYoL_ zdJ65XSO||emLX*2Z55?BOykR6nLkMQeV;?H|pMPrUwCU0~R4RE^sxXRv^ZT0R zHM>cVisbU5keQ|>OB|Ou>-4Sr#u|8rHYa%)BRze8I*OX4X-vFtEn-<_W+!On$i{t^ zvTiR;$Ir2Xe+b8O(yqL4&XI{e@Ef)c-lnQ*lOzfNUzi+V9`(;Co5h&d@_9DwvM^o$ z0C@MurE@KH``keuIs3$NYij=hbF0rg4hGdid;b9SyVe6aEw&(e>08o`krf@;pp!`) z${ESQ`OjQet7#fNo}=OD{?7YLa*_timi6|oZ@~Ihr~+%%L*EQDocfC28eF#8lS$#W zWkx%swsZ0^9-rMbN>|W}8!*Hy8DZ9%;%G+#=t$o$`@^@^wQlqYWRK6&FW3fN7Ehg6 zdm6^J*V=fV*76e^%ksK7`Ip#_Pkx59ygPK(v%R5g+cC^J{vT?~nlDB>HL5v{YSQ}I z9VN7sZsfX*u6ov1oT1=pwv{YSd9Po&JE0{J#m^}C`TtM5PXb1{S8B< z&7@0>T{SJ;&$Vzm4mQ?orzh~L@atCEk;V)&KCW9{hk0=}~>0?gZRTgU|ZPhY{T91f!sCoq492Ff*Pz z)+|xV8){um^duU%jW|CsSI@RFQqls~n#Vf)cdp8HzyaPC@O|Qd3t3gp$hU8+ihr-}5IVAe`sP1EB;zcXz#Wy?bD;dpeF^|jP^MMDBcZJhdJu8k8bcbe$V_q6R*8~m>32{=Jez=AkCd9&g8nJV10aKn<;XjO zdJI*|c|=iy#Hz3BR~Ax{(}v=grDj`dcFduCz%V=3iZFG`kVmd+?pm`S!wPapRN=Z) zDcB4>=ov7`ym0^&l@RRADYo?kA zE?4)6525c_lj$y>JP*4Z?LBBjIGLMN?K!}1r_!2ZAmCxXhMhWjOn1gZ4x+1>x_}Dt z`O+kNA?<_gI?^jB&PH%QDrWp12kT0oa!;j5#diz|&gSfWDzQ>XUODusql?UCUY_`; zG))V9-5aMJYdu)*kxqCPLI8Fc=mF_T5O`a7eZ*vfeQM%DH)Y=djtCj1NRX4&w)@~y z*Kkau^9*F<#^P#hRm#%3vo22|dBLkTyH&%J zl#NTb9+e2UQ}b>I)B(+D*}-o1tsZ`77;&C)?NeM&>EzvJdC{{Vb;_om;VH`fFY`Don!H2ZKx#C&vN+KZ2#d0*AZ z=~TV}btx18@(;fiG-JuMxwsr1zFK3{(XgI_>rz~W*#)Qv<^ANGckC#Kaha=Vk;AhG zIOO`(DXd62>*_0^SekIhKQgZX_Y{4b8%b}x2|RSg3R2u>F$&2A+)^FGYlZ+0I5j_t zA}g=lkT4$(G0#z3QCr0<$|VI*46#v@igvwcZ*ep;WbJs=AtSCh=Cq9Ziq|y{SWxl zjMA-}*~M_;$jDt{1HWTd>W3+bC4p1rNsYi~u76tUyfJR85hN4;00Pb{KgtaPFkEBh zITg8}j6_Cx`qQU7y9Abo-`!qG#Z_z6-OfQBGgHjpCOy3?8c;(XGCSt9lN1trnlCEL z8vt|ab6#)a7@{*Yv8Fz39(tPXR!|i1N2PJTAt%g`oM5&>j?_Ww6IMoH&z6UQ^7W|7 znIt6bAZDGxjxsZhbnjLy3^Cp;ml64p?;F!N+&;A4gq>cECAWtBKQ^N*d)>wggUR$? zrEr%pLmsGSLAKiEeAw_Z06ja(P*{){Hp}KN^gy#(DbG z$#|u9F9k@rlgFGxlRb^ zb6He}GAb^`%a|J7)H%-J7!lr~UcG5v<>uSDvKOGE1Pqf|GR;v1x@n6bB+SDjpXpHP z_swZ`vICCI$7-wgsTK{J{!H%0L>O-LtgQN#bG2<|0T5t8UtX1mscRKPooFbDwu0G45i{6!;OM=U6f7B(qT z%5js})i-=FVgaTj6Oac!zO`J4YDLIyWVE@C@EdF>_g?jmTU#!9fk!Kic3zqLnaL z>^fC%ui;j&ZAoH-_*9W+b^+^Aj=41W$ILN95hfcMJ-w+`LcCy88Oc1;bIl+oX*Xj4 z4|-uBie}@UKb;w(z&LU_6!rV#^{BJSrO&?wn@X2>OG?Si6opdu56> z+8KbwPvQRnzj2?tfTur=a@DBW>|t=~6r1j6_(9S)Y{op$aC2Sl{`s`VM=Kd+I9{aw z0=)ikbbk?fsxchrcLSq$uSKwQytGyzay@^qdM|xWD$wPXjzhxtPp0dW#O}<`$2@+O z+fSjT{D~>xM5XhO;yvqz@ja_)x{O!qJhf-RJ;)vXxUWLebrrnOW0eRp+;9{gYoaYQ za!EAKGfLGiG<{-qHssre!E$&WmDt^DvHt*P8JYQEwN&>tlj02xTGT9UwirQ@RzJkY z`qv+MJc(#L(8$e!7(IaR%?%H8c5k!GsY5W@TkfNJ5A&MOx)EM#a!mgKGDdU9Ob`D6 zRb)P-Uskk8H!?;6!Tl+8>zO6{XUcKB0N%r`M54=#tTCjTD~Ts9^A`KQwMKbvrwYY^ z>f67YQ*JLFStX4S;XwrZnrOHX*?BHUnJ-iA*i`aa70-5LU3s!cnH%IBMxM1}OSX!6 zlW;Mp9Gqu0qaC1l{LR2GKym!5s_^}kP^vpd3GK&B^rYpbit{e%(%IQss{NYjqrfe; z5;}XYcpJg-dltQ?*7Hc43TET=QsZgMx3wD( zZY6Ef&Is$A^{p7KAwU2mpIp);R{WJ#jP}J&BXPpWvU?s4XDM6~6=N7X0Kn_TN|vTa zRVQdCsqIZi8QaKUIR}c9HJ>_9QP^zu$sFv8#grbj(Gr2csY&BF#Ubm@=~F3RU>Fn* zm=vL~c;NffsTq_Gd8kh8U?yc?%lE;~Y9?aLSdd9P)YIH~jG zK8?bm+bV#-LM}wx z(R0l#_~E+MRFfPUk)_{{Vfoeb-3r>0x6GmYiX&h+>}mlaUWSeQW7dT`Y8EYJeC%SI zbT>k~eS1}K$9E=xPCD^V+HMvrjH3>@6{lf;C8#8w%6n955u+rGo|P14FbX&!k47D- zrZjc7*HPUjzkYEC+IsT77>igzThcQ@JX*~T-R0!IR|Z?2M9WQTl)RUye8$E|DXaY;3Vi552; z91+x4o?flQ8JF$xGlR+!QHQ7jhc!uDOzE^OUTLmwEo7Wc<+6m!bXw^5AK`50kZa8J z8y!aLS@W#!7A&vtC1M=l`VN_|NrE912^b`W7|H5rlCaR((kYj0$PReTV%_N^v1l7A zI~v|Ak&2JWRT##5nu}a4jz&n{E+hmWQYlsNtf#52o?Ce4;fLaDChJMSCMDg+W6euV z65>&b_P#PY_N!Bn@O!DO=Ym9RDJLDVigQgeF2@9V-towH_Ng9@A9clTx_yJ z#&WU;Bz6^B%_X*hoc?qbILaNv)OM#saU?Ij4i8M?o%OhM9J@q{Sn_$nsb;pEA39iy zDc}&e8LEU9IZ^m`sieKQxP@YxQqiYD=|XDSjIvFN*c1`DxzFFvN~)+DGk`ecll>~W zPB#YNdsMM9nSXrE<%RwM-yBlafpR@PTFlPUAPP?ea($|bS~K~Qu)!Rh`kLLa)}*(! zSfmligM~sce;UeZNxEqqbz<91X(W_Yfj4rpl7}GRk&d+a3b;_C7+!PhO_i5+Q*h5v zO(TR5qlt-;vKa#X(e+%xxk z`qVeq7I9cdGI^cAz8$?D)>^j;#J~;)|{NF0_untR})gF>>Zv0Z0kwg;`e94cLFLnGy zZNUbIrP{@NeE$Gyyps(a5gr%NxBmcMxs5}`H}{&HkfNoeZslDe;J0p1Q_`GMmF!b# zZh95^Et~0f@CEWb(##Jz9eMV}XUgI`7npynnYP3L=skZbr)zRWpXEhoY@fViJ@U&%MVJ}cJ!(aE z1F7pw?dwuR6gSP&xUX2^EJt&m8#I$Lo&Y(QTE0vSPl>W0M@C?!_l-zuMajd*MkjMKk|81Gp$S{zvRq$hE}#UVUmo4*b8 zG~k5Ew|tvNQ&Ak21Fx{Beb?im>T9Xn8w%M+O0O1DrIdWwuo=Et77W8bi;>u!L= z>CjP*=9GF;;P?D1Q4PVs^{1`_FZj}`jEs)7Fe8E}YzCgZ@tRCj{$A+wj+Gfv_)@r7 zWY$IlOD8OEHj?;cc<+%VD=PTEHn?Np22 zbd3wj;S=A#(u>>&b>Iw|^sfW>F#;y5s0DZH6j=l>x%c+24@&UHvEo;U?9iKg8FPu8 zae@3q{{SIdUKNJ(!+#Pj^g$}W?+VOO&euY@2OpI_P&K?|3{v>6NzcsjLXob2hq?ZB zi{JUyw}_a(h%b-*G$Zn?pW^49D~?azJxXicMrNehnOCR)k_BDS6K$-n-^Ow|>IG+B zeAiBWIIXx8C9Ge=v|x-@GCf4CO(Q>Dv-@?MZO5FPsrMh^D(8fCr;;HHZg)|EoMCEd z03eV!?kk@t+D5Rq3xf=&pFn^5^x*Wd&55OW^CQr;doieK@-D?^afBpi9`(iO`mEXp zthTofcB$GKh7=0!bi1K@Wwa1@!C*RlD<{Mn1Xq^0jX)s%=RGS(%Ey?}dL4~}+Ui!S z%F84l&Z_D@4bwGA&Bfr5@%KYu06GEaJJ$uEc!KxCmtxNGcUuM-IOsnL^k_BfJw`pr zD)~c$&wonkjFT{wTv^6kcw!dR8MNC$Z)qBk^R`Kl`i%Cfmf9Rpmq0iNCnK+*uR*w( zC5$3~cXS@!rn5v*nRY6IGn4O0piJ|9PfeE22;+(cFFT%8a>V<3R&?3~(cH$eu3xDJ zy-eB0_rGY7N6Er_RV%AyxSChO;fCCvxbA6Lj_01qYRu8&J4YmAu&uo|`(&{@q1riB z&NmvlGF!X(QDCzi06i*eYiny$zX7BtmOs;1!=R)(s~E&K{{Sf*6WDz{>Gse;2^TXTHgDj`$^1XYhY(E4l1)=q zkxRsE?bo1jx&6MCQub&x!mz|1ONkB(zdJ{;t!-OYOG{>!MqTIbsP(K^Tl+Q!y}146 zsdPVfhvxFs{{ULY+1;9|fR`dTWiG z#*Hkcu)dkDuGhc}ku;Ls1dxJuMmnFZZt6xWQyVs6tn*6Z2+^dI94hinbUHSRX@91z z!#l0Qu?|7n`@N6!HLYu+S!t14-P=ZYtE)4y!MB0IIW6SzR(*GPuZK zDuA$fWNV86Q#{EAct7sfE49kGx2R5j(Ij!SdldYo2U@5d&QufEo^krp+Mu~z`0m^al}K!KVbIhsaTfz2NC9)*J&cR8r`$OZt<)}oT><8vDV z7P$2@&1 zMiJuxnr1rx0EJkHw)6i0)}tJ9DecMirW1~M#TNkU>xw&58Hd->s>^s0u%jpILQU)s zLhJ8$um1pElXn_NL_T4_IQ1ff$A7}HmgiMWd5|mngHtY{ zH~h4;3y(IqtSiJg*YeI39`N!*1e&$Z2V`r%8OfkA;m9htQ zsAxnA#ZLr}YJTOD?~EVs3U=ju2?ydj(ljR-QW$z?npOc0s<;fIADCAwhZrn592mEOPSy-tme(>*6 z-G1^t;2q1*(^-j7-0of*jP3%ilE+@%N@1a;!8?qbJr$vlkr zsbo+j;C>mX%IzR`&MLWzP)lMmyB{mZbAep$qFHsxnDLo6etg$V$&s9AjE-xb*CX4g zq@UkFPt91Rh-X6^p2I!qE-fUrxsu*N^P#}^9f+)pX#%KV zIRnzVOL-Srvslgz^aBV<{{UFNpHbSgsT(_@;VYTjJL`6trLC;*CY2*wFVf4?nL%7C~_2=4}eZL&i=hwX_6yn+jKRctxb?MJ) zk{K{|oZ$OaaCV=i1&3qTrD}*4UzLybsEcuonsYY(bDE5fI@JKv%`u@4DolIRfW|S@ zQ@B{z@RajItRxaTG;%8{7a1zp;|96=WyA$=a<0Jf?^o^SlHTGu<2zXxFelVhQd(SE z-P}iU8zFb|lOyjdatN%nQn_6S@qtP+Q?;`y#&CXdoMMH9;~RfE9aMoqk)ZeM)}G6g z*YT-V-OoXf!mK8rDP{Nftes_Y)Cypn?Z@MqHs|?PifNKD1Il*CpsRM;9m}!X6Abjv z6`QV#P%#3P83Vt1K$#sBD}xC9ww1K3o1bUs6p5R=hK=B751 z=OGV0J?phi2FX75=EuKUw3>CCY68HdXFQsRT%`knTNzuRC67e{lb2;b zQZ#HTs2uPr{)eNB#ut}BvV(|`x*vMdl;t;MOwvg6S#(yi(|+HmzmXep3|P#QA4MLX z_0;%J;nGfvs(6kd?BFyugq^XD+r563g(kaisr*ce=TbXtZEk#|RvaR(Kqv9$y$@IT zgW=sNU;Qy|ra{DZ{{S~W?a)`F7}*@`(ARZ)FAI2nOUV^uiY40&N-?>+C>6kbG19L! zU25ya7uhPz;xfbUyLBVj4lA41ZhS@Y0ozhG&bn+4BaKjek?uJ9vGpRm-vd6nmn~;C zFpIKaW@ zHIqB!`XQ0Aag1ONI#qkSIPPI+nMp?X=xW(b-{-9-(0xWKK!d|K{{Y$7Ut_y`58!ui zl#godn&Q}?k((g&_xe`}eQO-?al!24sH)Z)%=%gKW*ehZ_sGsa#MY`;N1s~@EAvNV zrPeK^PgPTFL`4G zQh7*sN`7fcJw2+B+ZPT)ZEgTPE1^j=VB=RN zRy#&JisWUMb{n51n}r^f+i99PL0pDjrk^mmPOUW<>?DwaURF3}&r|JA8jD86yYhK# z`g&FbOc(c#dU83Xj&X9#3+#n?cE?X)?@Hpa(_3Eo%x92og-#K3)cR7%;y6}j0n5k- zI2;dZZ*~5PFVm!z6T0KD~-I3R5@Z4)s&#cY^+ghL8BXA^t z{ z?Ctd0F;-2gGcz_$?|OKJ7w)JZg-fe_#$&jZ^vNR%a-oOon$d`EKu5|Ww6nQEv$vk<@{?yOtZH~BH~t$A9rfzt&kh2 z;+j*_tz2rQx)&)dK0-*#Ad!ZCO|=}e1%I36ZsQaqJTiwy`G=^;s&}4z(wQ9YC%skU zBrQ;~Tmzl~{A#ITyMhOBNvN=TV>IHV4B%(j=9-E@dxVZ8C7hOQ^Y2hd!#z6E&dR7W zg$Ag#$_68ioOG$zrg6{KfWEwuRw0c^P~(qU&vsb@V-?V7G5-LfGm*(| zwTRJzajzphwjt^2zSqo0ZY&(i6aY>4BphGr} zfKv#msiaT@Sg2ky331P@SmQXSZQ_C4ud!(g0sb{E2;!yH&rXmZ!4Y^r-%Py#LS0AlVH#YaNG*WFD1Ds%rhfcs_z>rL! zH_XGXYQeIB*X0`yI*PA#Wi6|2A2ej}!krD)Kvw-}q_$|y-4&;S?am0u>}n$1e=5{6 zhvB~I?rN0QxNOJBJt`#|Y&6JK&*f8xI0yRFM%m+StN?FMT9Pre?Z;l!;-674^7l)> z9GYX>VqnJ`N#~ld4nCgLyY~zbGxVp*hMOGL(K6#|;Ezhq=GtZ){XwlIY%bDIw>4Jv zK~Vf;aB8O%)zC&-lx80>Bd=PgF9(r;dR4927(Mz_Qz$VuF_Fz-(A6@GiI7GzPfls8 zcXMrTBv8uf48v@Q4-NIHqdS{n#(Q(tpDnlvjkydvRH<2)VY+?XwsNJ!I1If8GCwMn zTg_%y3RXkMZKwKG7+A$Gmi&{z`c<_kyb$ys#p3{_VzK}ND(8rW>rQ05<7cT zYEv>dC?`EZs@jg6m+&JA6 zOt3HmjOUNewC!hzCK(Dy2-@m;eif?&H`s(Trg+*$YK%69DcM;`kH4i`o%b?}Mu^sL zan=U+D7inS6n+1Q>G z^X*&FXiSO*^;I2|Rh7}=A9>jRG@dCgp~!P0+~b@Il`UKD84vR{Idt^Q?0B^ z_fbdCR&N$QLzj-l+c=GmeW<+B^#`6iv%XX+Au4$(kGuF+S|Sx<)r2xPgQB+K&c&JH6M;cUpjZeKA{h));BNp5FDn z;ID?_LYk(#8IZrumhYX!_1xd#UbK;j(N#bI3=9sH+UH{{6w^(H4L9sI$gn~qF`}m% zMloCnxbYiZL1SqWSVyH2#z}*DcS)Uu;~!JkuQlntaacOmg)XVBX}3c9Xl?Cxd9X%E z69dQu=hO;Gg^OCHg6g_UK*dWk21Xq>V!Wu^y|v7c$TqsR2sP^wYL-)KQfaYH9_l3C z=%XP=OcT%_YQphOhGxzEy8iJ;?^F(>*17A#`lG)EUzPGbjx!nQ+M~z^9s6@qNHLss z&oy3YqmDh!*gwv=&t59xw3|UJaq23Zx|$9UZf=!E;_c-hGhs(TRZDUP4u8E)$4n@$ zrMA>$W;<{J>M>O3kTBj3eH7Cf^Vjcpz^GZ5*QGR#Y>@*_ium2-w(RrMKT2}XBw?gM z=1hO(plsvtsHO`iQJ<)+=~1I>##npSi5zvP!ds#9O|;0&8*x9xI+|sqD$@g;s`5$h zX@d537=5li#UE<7Z@+E^dg8U#$DZ(zZ%G$rl>;-W2OMWLT_jMwMoH)mL%z-b0KC52 zjUVW_;#U0VL_8e3qFwJaiyUX?VfZNbH5}LJ7!bmLa-GTh&Hd_GO|`sl3}uVI`oa%y z?*9OdQp`h@QJ>DOGdG5P$E>n5e1q{Kx-Sdq%YUjx9GPV;^Pf@F*EqZ6U=(BPUWwpa zK^4GaKI~Rs$N#^Kd$hQfz2q zPccgIjztYWmU23dhO1p_FL0nR0YT_H)h$pK6c-FpS%Qz4fzp{ZtGpj*+m!BVzuPWs z)q?JgU2;Jf$o8fiw=wxbPmzv7gT+;&)K?~me878Eh6T`t2Z4i%sT<&~ewBI~mV=zG>{eMV9i>JLsol}rXYQMeA`nr2Ww_vKRCD1OE6e_Bi+s#9KoK2}lBIjo5_ z8Ovcw9P#w3j3ps9k^+B^`uz#qyGR1>r95^M2&*V=OE#+N3)80isjkmdvXM^ zGUQ}uy+!tz*yA|*)Dqsj+eO0}HjE7RrYMDu&`2~m#Rb^1ZFUD8eGNeI4q0UUD%X&N zoIl}6ZI5CP)KgPPRx+f4n0@2!4{EG!4{OZh&xaXRTjQ;@o>uz>MifyTb`)93b+MWhS(y63FDnQ`(6>=|^ zjolA=!fi6qcLO~C04jFT+;ymfkHhOysmb7e6_Ce-UqQ#UNTENEKZP@rN3Tk^`rz+ zorgVzPPlXowHx56$>SA98^IL#-I&h=j+7^1+U4>y^{Tg4``0V?hd)}n;1%4xJ*p2e zN!y>B=~TpJsby^PKMK1G@8I>vH0fd8mR_T%$682GqjSYd++^72IQ%H50mt>F+nn^P z0x)^xQM;u-X{5$Y7XiOczglv(53MHB4@~h*&e{T;XIK zWcL)BwYx(&lrPBN&X=@yE0JzhX~MS+)1j)jw{7KNPbaQLBNONkH3P2UgF>k6E>f!9 zxGG4<=tWqHb&(3X62$i6t?7Cl&Z{q%ZyxQxeaZP(>ss>Z%i%ltrJgu1S))I@Ir$H* zQiE%opzg0@FF?>PHOt8@qmdyI4b09tAB9IGQ)#-a)-2<4$>lo^gmg6wce2|nNe1Yr z-;pXd2p*MH?k18(nVp(OIc9E2KD7@;Z*R7+mnKfNPQX@NrG7ZZr@-%H3SG#p7HOpq3>-P%+Lxtt)agr4dtd z)iT%iKA|0#+S<-xZh0@awNx{cv|}4a6#oE?bhkb{xVX}u*X&WOvL?otcNoW|bJ|pP zw;F^=e>ah9oXFrDkULb(M@0ryTi!_7u<@P#nPx4m?d^zOj8NqLaa_);soiRKQcrN$ z^BZ=>7*Kk2uHRJFJT&?|))p3wTW{{&V*>}*CzD*Iu7RlPtGdqCNkINExF1eppcb#X1+mlDpy&XKpA3}pA>m7I4bNl!viBt17VKEjzT)M>DUC0n5<`c-(M^PrWt ze8@5~dXDu90?5hSe9Qf5ITP%XG_g4u1B27#{{ZVzNgezmH4PXn0M8UuU5}M^G*?P< z_lo`i)T^Y7jFIj!*0y$g((JBhiktFJ}`W~GjFllUD^`%6Temf>Pdf1Fa|>r2<66uAEYIjH6xgvA)AVvJF6 zu$VMrmlSd7O)#+q)K;-;Fx@#(J;WgwJx)3PwQypoUs(&uboq7Afbs28E-DSwtunp~8XB0MBEL`fc&oG{0wNt%I9P!ZOo z2DD7fC6+j2X{M25jRslV;3)MbxQVs>L&g`9>G}bCZ8kRBaj5O(y;eW3tz})!sQg9O zX4BzmExbKvF4@>{W?*`M^}BVh>i`Zx@xJ~g-W<{h%vN?*>GTRc{ZI3)En-^@FHEq| ztiI1|ixg3f(n#(3voY#wdp%0aRkt(PT*q+`VujG;WOc7Un&SJ%o8CzuP4KKoELiM& zkUEp-wQs|Ey!YDFcD^68NIW-azFRXUJjV52{{ZKj8qg7YU+~#G?yM8OULpM}&9x2w zYX?%hPBH0T=pS$-j{FdM*EixH30mst(?S;B@B6@T$KJUoORP^@3613UY92t+VD;(W z6$8o_kblCoHGL-cNVzcGMA5hKoP4f5jbh7@kVRu-+Eo)*LcPiCb5Jzr*PPT%nvJvd zt4SG3qZOw2sGd{M(lP%4CZjm)D@2iuro?tu{u+d;=cnsWY|{-=F_XC)3X&BFreZoA zAoXwlwIEXL6n8YTIAQ{Q#TZ}lsxpxt!cO9OH043mo+-Kf=ouz}Rz>?b!%C{7spQwA z_)T#Q#J#r!ABX<{uDBgNJhk87uodY#CAqfJ;fV0W?rwYcsEWLME9-cYUN>mMYH{e|n&1mP^?DSEdb8$$Xt+&2e!GoE9G6=h~`R>i03p=fx)HVYRmm zgY0V>wE32%wBJL~V3{U~WJ8rt01#GN$!4O)^W_x4CB&)liccGBnZSP)v>&6v=fvc>d_$`U~evl36xS3;!-k<4wi#oHg4IUkJ)B>BmJx3&#v zX`UT<(R1gre|ei3`V3X;-w(Bn9&Yyo9iOM^OPOq1MofByF`P?j(DR2N)|?aRH$!UA zED~dZCNNLe{A(I}sUczx_e0Q3naK63vc06LLnB1Tx^h1wPn4UQ(qGDo&WX8D;h6w9 z$F4e3!QxrtIF8~({{Vp;3g!eCaZ1xzT$XI}#+@%PT|6v$tm()7^uOUz{gUwsYiSlw z`r{x!r&=8-u;!9Ij!kOL?EqO?K0A&-F-<_Ss1dMb1C6W=c@$c%t!CLfz5K<+YT5X? zfl)LK8+Um7{uPw4$?Q_9(d-&@#i9{EP%^(tTbPPTy))0HaQbhH!ICo42MgJ_KjU4E zuCZsSL$xIe=lERz04mN@+*YNjrpqCL3PA>kQP zwHaK0NJ>D*SZnEWZ*0i?*zKTJ~7OhX!Tl=}Rc2t@K2wgP zxT%x2poYzP8^p-$0}9IfXwDCAhN^FFgr91Rob?rhsKM%Jo5jb>Gn%RuWPVNuZ)$-b z2cBxcPB%x_&{O8-BGwxuW;Pf-dNoNc^pe~8GY#8M%H73A&z0NI`_qDnWB&kX4%Asa zhjxm%6ss6x$>8z8q$6qR#T&3ctwPc2QMID#lId3m$p9;_Ao3cMR=jOO<*p?I%wvED zKr186Zkb_&pP{K%b|Y)C`Hwjr>!D8Zrg&gOfYJ^!nNKx9YM$YFPl1>j5 zxua>K{@}wavMQ-;o-$}u)ZT;UXyv7`D*O=2dybV4*}>hO9C85fTlWZ-^2r!sxmc;i zWnC`c-YL!w2?nB2NTnvqlUjs~I`Vp+dsIRI`~MObM@HnGZ@mKjk{ZR3m@T#1jF zq6i|Ba3F0Xoz>lVbHqufXpIfx{IG)26(cS)$ow;0mh|A~I6bPJ(*rURPS(niTGD>a z-4ic+Ms$88@h-6(w-#dJF${nZ(Ev`;I%c?Ixmj=r%h2PkZCgT(YN5KJ$2BRlf#cb< zaCZagQ$A_Cwm8Z$(7|2toytB!*#wWwezf5chTt;txya+Ot<|)Fa0=x?&JVpi?6Dkg z8Bj1e?NH#y&WuB1cN{4rJW*TTL?B=>0CeVxe5_o^*yq-cX=tw=<%SIy_oby|WH@DI z`ifUUVbH-O?Y1=Bd;3+nbhnN&`_+gUBNZK$)RwHlP&&6>aC29rn&##P}88 zmZYll*=%VQ8){Y3ge`Q-Aj^T22c=!sZXvg_-6qWT4cG9ji=8HQ#F5Tfho=Nq9;ah^ z0eK!r_hXz@sw#6*Y%gMW)$N&@BxWzP@ruTa!`h6RQr#}^viZJY0f-0vpg*l;UO_xk zdCKK7yH7YQD|bxsy!IML_ItpRgiVO-+^9d#73#*5jD5lxvu&lX+TQA4oVXa@^RU3j z-mL*0w(zD^4crr05O|g&X_qE9Mb6XT=~bY;mhNoeKJHF>;<+VCq_vRlc3;_DF^*~( z?2-pWXFJ^B0oI#mt~lEREN`)JIp%_V%Ykr7GG`;&xzuEytYnR($bRgkA52wgVUias zAotB|L#RUJB*V*Wb?j=T&Y@v@D_X%ay}}-V{&b-!-pvC@%XbJe%oKDPrQOGBtE}5< zA7}GzqgRbGWQ~t3J*z)Y)CAE6jQpdGr?qvcUNS=j^QV9X)6%WbBA4)mgHu0K) zlkXIvf$8f}ftqj}e}z&3`;SsTD$3QSicpq?o0GWhJ!<9D{#1GXBhs^NEMEHm0L*S7 zjPi5$kN8(^8lC;-XE}5(={jAKvN?#Emb(6@JW<&P;a(=ho|^#1_$S0w%xzP7l1Wv|O>5wVp53@5G+ z;l*IU+QZ7%Ejz}}d1qsv@vQ~3zt$1ry40==F^$d-%08Qa#yKK0|i6V)5Sn&;T=OD>;yc;4K`-I)7VuZ$1~BL|$1=Tu8Pn%`8P z;m3bJ_`j*FT?a>={_uFC#1fdw0`Wy5`9kA{_8!#UpolDW4Qf9TTkCq{pJlU^ z50w)>5o05u9=$s9YtS^!V#im2&1E{u6ybpCKBBzxU$l7t09<88F=-a30oVAxp64Hc zs(vQZM};+gI&A{#Xs)gwXtvJb>67eFV@kuh>Drc=X{uT^z1%A-WOO}8(DpUuz9R5F z)|eXR&>O2U*8}HIsQ&;8^sP@-gG|#t)qdMT?F1)xJ%{61x^IuP9ZGe8UHKBR!mPs? zKksy`DNX`%59^#9LAaDqaVf91Sy%Hqt5up%E$es z{{RZ}y<vptyOML2lK5Wa?Z$Zb|L=ra6Xk6 zIQFMDbIHyII@4;-b{#56S95Y|G06Z7lh6w3bWaOiUdXatg9W~GwEgD)019@w5~&z! z%U&F@H!}-{Q{=>cUOw}GfUcKazimImv&#bpZJPtB=uZUH*ESwjjd2aA^4LJaJ-v=A zm+<6GtoSM z9;I#aklYso`qj;KMp0y1{{V+>Z8as=v>%e`PU&GCB^~fTn5+$2CW3fxE#Y_}zFp!b zTo~W@hAY%S$gW4nY$39I?FzYfy6uGmM<}!bWJ*#)l1$h99^6Jub-Hnq?1k$W)$T`Ou z{{R}zo@S76PtvVSK^-{s^s2sElfmQOvsM{RmQ3fGZdi36onG6uut5fppeLqAdWx=L zSfj>zPzSYHXaMCwriihD%@+cDWBaq$1KyS5-_gw=`2ge}dJKo0{&hOu;v*JZV}E~2 zvXP`~v~>415PS-D{s&rZwg#4$Do1(q5%Vbn>q)C#Ln+u0ZVlHQf%UAmbN>MAsFYYEpXptcsi>=& z$@DaAts75-Tc8H=P9NS*e2wf@rZQ37Z8l)r*nOhlDj{Y)J*%wKGzee|B;(AJt~&~@x+UB{ z@$Wn=Gtf0`X>i>t0WyG~^bML*oz{$Tk8?^0LMGq`upO&AUWiX(=*Jl6HLhJ%de%m* zx$PNINp=|P(zA}`y^lAzCvnLq8~}S&N#qeHtDb=Ntu0R2*-x~FEJjDxv+Z=-twLri z@}NI7gm6Bdwb{(9b6MQYMvhhK=b>^wRr-3;=1i+JVzs`VFA`cbOix&3BlK_asK$?JE9MPHV-AZv zc>P5^%gW@OvlIE6b6fc;UgqH-Ty))ne-5=)CgjVb_<=2Dn#%4wl#O>3j&0?D^iy2Z z_=e}qA?qJw& zpxB38nUDI2RF3Mu{d&J=;+u#WOAO%FEw#GcHr>Hx9glzhy>}XCfbH*epSGp*&dNV| z9DFo?P9dmU%eCXSNug^ z-NtiVjazecCe~BIsbgYSp47nH;+zf+M;WDSG2ZBxGy{xNGtOw;&{GwOv&968k9TT! zZk$t0EF*wdJ?k>|*K*`9;p@IS(kyV-*~Uh~voG+~%Z;O}uA=-n2CvSk^*f9A^Y}tfmDU z2BO@oEppVWxp$Af+z;nbLnhbjjP>S-rNF^Fb~PNh5AvQf#!XfFqAk#t z3~+n*%`3~gHP7B!U<8fWB}aU8r1vU25}2GFxX&GGCsLb%$;Tt%tsj9geklp{S=ikiP1>Ss{E?a0s5y+y|3sj+LN-(N-M!EGdnILKN_ zbot|ESq3CtsouRJ8RAQLL4gJF~#fJ!>UF)}?6e zh7~zu&@cF!)-X-#2KezNmn^8ME>(x#BLsU@FA!>0uck>AtBE9TxLoZXrnxO=M7gnI z=-YyvmR{6p7nc5835oMm7UYl^dJ5?F5lfyrjymYZTiFZ4v84$TlbLbz9M%q_y4H8J zWd)J4tN`SD{uR+3LU_clWKt!3gi(@BuAPT({#Z&?Ek~qb5)TWxTlv%ph&X0(khEtNk zy4JO)h-RAMBXw0n-?-wkG|f6m(O9uTp0%pF5?sjd72%MnAcA?%*0^daTQgM63teZ< zA$uB79NVohfi{oS3JK1?!vxjw(sIizvB zaTyhzC9}b*3&5w!l|qy1YT+c};>mr@koaHtT1JAG_tnG36A5R}{2&^4@!`7Oy`%6NG_86I9a!vs~GwXv`J`C}^cgY@~sK^DzF%-n{ zAoM=<+@D{^6qB~3w0V|`;SECbQC(ZaOrkU-m}EaQZRk&6Kf<8a^}CN4Ycc2=BeK~c z{q(EAU^?ghk=xd{ej!`y*Lr*~=?YrjN838aNPM0FC;Ps&XTv@ogTlH*ib0lerb~$t za$5sCR<^%VEn>{~I%k6XI=RBf7{Va?(!coEH{ne->sQsJ@lLV#oaWXu(MR{O*a6e? ztgSvf&xjr)I)(Za((PLb7jI?y`qkeXYw|qN_+v-r;$jkQpTZAC80qirO(7YY_M<0` z{8w+IT1pbeCLv!vf4u(w)xY9z0%;53OOs`0vE5rkzByF<&5lm*T#VKhqu>kOH7#$n zE2nGd6nUVw(#_nd{V`TAd}rdBbos1g@T}f^k(k;*tXGkOagXay&_>6@U2<(#!v0mv zh2^w!7Un#a##cYew(opFXJ@Th=`(KguEE$q`A48XTI7Bh=~{-5WvCnbX(02YO^G1E zI0q*mjZ^rSBid>jHl-g88xfFuf*5~VR!&7;$m=y<3+Wn>W|qz{{oMxB`d1yOd_Dn~ z*x$1M0JA90KM_{^OXAzB>$vnU4Y7O4aAlnj5e~Qq*VOi|hTKmDg}gU&i;IOoB$Nzp zHJp-Ln?k)v?9Vj0@J_P7b)b}X!=Lb~C&9YO{{WUT{dd==>KF0YSkHMNB_cxQM|@Wv z-xBoi`S7~@S%1ce#`_}PDyLRqr-Ai$8D))e*tSh*+js%-y6Wfy=%cM^X}&wN)io$= zqqChFQ?xTMz^{DB zzB`Yos(u~+0EtJ9buBFXvCel!KT-M;gfcpIpLs9GZsVtgD ziY*2P;F5v-By)rMimNBLQf^+?W0S)kCAZe?l>MG&#HukC?vuzh%lJ24Iz!#)x}*7K-*ZM=wm$Oz08vt# zYfaGfO!RTqxL=7kDzMnwXXa@O{QwyLwP(Yc&G(3P>F%=8>GtYEMmjM)GwOTSCF31H zYQ8C&G>{139#Rr`$m{yi7}<@z14TDb!uN`XOJzGILFjwq`qqx0rD@aaKVq4gBDntm zQ8NDk3GMh*{{R5b1lHFYe2P5A8;*J~tX*z1rr+#^m@IF)Gu%@9MX!Xrs`zf}Ml7@Z z+ZzGYaD5GJXu5~mY}E<*lY%O?udUtcx>dd23nNAnb?P?{;vV&lVW}H?g<&A zV_u&;N`tZ3&of4w!si|F#YPz>8B?{ok(xZyBz~wyat&uYv@#YM;PtO9E{4XQ=1>EF zU}A{DH;A%gB|_C z@>sI_@+#~)fMwk&+wbd5!J#Q!(AvGZ&%YEE81L;_zuK$XK2N1ww!DgQ!(fi0m6>iX z#NcD0Bj{;JW83Ra+%d-A!jQHGLC2{kmB=GyCZZ$PAC*wN)n!-P9|}9*9Q)N|)?1%2 zZpUydWlC1L4oc>k9+er+d8k(YC-0BKrdL-PQ<3ayT5EBpgupayIL;0|aZci;7ZVF( zZXB#dw-xm@HcxV{$T9wNR_t`^i}%|Ce53C<=sz0P(7ZJ!q{4afmcafk^sS9-c`zoO zr@@6iLUEs|^sQ;pzN{{Cw=!Dkp_0)B&BFcZpYA8q)Ye$Cz10btX^4ZovYaR$!nJM^ z&cx>BmgeDlC;YQdZ*x^Asbj(NmvxP?|=sOSAyP*{o?xQ!Z0Y;S@as*wkhr_LkASMGR|*F}IO$bB z8hBV}x^$P*BK@Z1{HJd!gSX>dz17?nHqUW$D#Z#6v$3v-rDGX4bB>$gy|a&#Q@Rh1 ztQ3#S1Nqi;{{Ri|1dSqJ$1@SuL?iI;Nvr%ynWSiRdt5GXC6#hd(SOFVFFaG@D-;(O zFL4qu$lnlEIrQSIl`(TOLQe(i@HSfC&H!*@lPC4*Opi>O6N|X!i;h=eQTU#ww|pDp z!>mraex$0GOh0uZ^pn{8*LYMg!2=%kl&K>~)MuYr#cGR$MBw!&Jk{A5c3?34E2x`F zu(&79w1}VYZNdD`-2|_lLk%QCeRZgjY z5dH1Ga(+>c)w^}z&2l*jwbY@JGxGVMtAB-NO``a++mmjSDE|PSZX5h5`!<7}7?;=f zcW8doY{`R+ib$k0zmXEGR?*;Lc+dFMx8K_q@t?M7&Z-*+bSINp5^593-)B_XNhB(4#> zr~%wh)SBMYd?kgB?^tJzALdJB{{UG309^gi?rU8U2RQ^c7qW*g zKY^|xjUPn>QYyg11X;9I>ibC~5u%0IfE&GoK=-sU|<1rIlwoGMP;eU<$W zy-T_pvkN)y&dIGMG6;va?#C!FRG7pWM!R6VbmK;AMIAtL?*dY^Nku+qn|r z)aq7ft~36XZgbE3L(tZ9f|jMlxSpZ9q*ng`^;Zv}_=m`bKRQ;L#g5dJ{rHdfTif2d zDC7>Ifdmo39mR6VG;E#A8TX~?N7kbUy*M1yfhK;mqHGtXK~ znk*oiHEB%W%UX`*PKELK(LuTfobja*=l z&Z|jeH*QWErN9mmqGjg?gN)R9z}sD6(-~%FAQ30t$4bP$(xrk%0yZdq=>s*Bi&~7! zKF5zVKA9FM!@?W#7 zECq>-H&7`NWAoLd1g?I4r<_xEEV+z;8F^OkQAEt-p$E)gygjKl_bDRink9l*b|Y>h zWUMe(6%2EEa}^EqV;T0UPa}EGxdnI}_M|ykrB~x<>GY!Pc0EeNPQCvCgjA$g@sBY# zqioL6jFFn);*fb{k~5MHDQvavR@X~=YkRV=uqsf1ah|yJsy1;+J=9kFfD$-R$Dqlr z=T%K59n91kz0ETJ08e~W5``maV0#SKuZg@a`Xn*j#dGFD&9fN81J*&`^wcUObP-y0OZiG zu-|f%f|m@Z_=ZJWg5GI^Ne~|(%Mx*l?lgTDO}f$}o_lztl#+#*^~vKNmCH0T=^CBJ zpK=0j;1YPpV^=zEG3FFxo3U$1)%81Tc7oN5sO1%tAbR4e>Q|Rn@_F|x#zFFsMltlR z^F-C`7f7~Wk`e~S!uJ);c(B^Zeq^=4%7GvQ88uUjP`$}d-nEP{1_oF36jT^ARtASz z%_vrO0YNS31vemil6nEwuG`%#5hx17``<4)uNFst2^Pjw#I8Dn1Rz5f6j z=9VSWosASzI2mmulI~e#a?0F+&P891HpZw20AN>0bd_<)3+hLDnms<;MSv8b9cuo% zq=}Rcd0=uz+~*wCU0crIX#p}dx@Tt@!+ZV}*vDxM(e8_D3~)te-rI1|oE8KT#Z^2< zy|E4^7>SjXDxJji#a#O=%GfK~ri?k-z-5&12&ul(n=;7x?lDnXwN%$CG^ZFft25b4 zDH!>OwGqmx8#5o24D_hY*=7JtlQTWLO@q0H5LOYiNF@73$lPK%RReVDWujG(#lt8mBN!4`I)@|u8QLE;4t9qiHc|(r!Q=;~8lP;RQDAB#vhD!q=L0kJ}y9Tzt(K{sGtz ze`@KxA>-|_rH-uSlzgc<>bUIHsdZ^Cp%IA=6!l^{d)Fte_57y)a=bRQR9=x^mn?KQVi89B$}+PyDH@im682zz-)m_GDu zaKftgA)>#Fwflbx=rTXx@r-jqbbNfY!{?o-~nTRTg83n;AZkR&lK)mqn`Bxh%Gm4}J+ zO;`Rr^%x7E;C9;Ik*yOZ26v6WTIcm&1?XC{8D_H(%uY;@9fbZ|Rtx+wwcUl)uY`Zy zBp=p}XtCLyE~VnF8%k65twti_{#nM`+wv9X9y#$W`sJOYrG&QjB1SPyFvCc3&IhG- z`fq|XEiKkXwKK{(Jm+`gj-RD*zAu~mf5!G&G$;2~Hu*sX9Ik$tBD*_zJo|X2A9c_$=hSAf ze0yweJToJKlMIUg0MP#cI;m3{VT~} zVI{(ucQ9tl;PQQIr12H({vwv*^Ce)3Pmvk^=s(Q$t-lTEdN!e=!tZXTM;|-qkblUk z=H*vm%c*NL_z+==$0`Ct zFI6>L!fv`3gDqZcVe-e+5_{Ea&1dYIgtJEZjDXnBQS_^A8Kll?+INK>+i?vM;QET8 zdv_$HeBCOA&DzDQ%jBQjmL+rj)6PE%vdFLVsXI?R*A;4NGUhrU?uzBu@(y#yTHo-_ zn_;Vcq8rKPS%AtcYz9Yj?^vEzTc$YTpAcwe5=74%j#PulsOB$}*VS}MG=JVhapyoz zIUg|kiqBd6(T?Jl?(**a!(7bLuoxWl{3_OmZ)-NC9CwTRrvwghgW9Fpiq_Po4ms)1 zdX^_>(v%tdtTT$sz3}wb5c$nAI)j2RMN5N5%5h{(s7jkkk+h7A z)wrii$XH;E@W6Jgt&QZe5#NF;YXH&ASo9;D)=hRMQC1x`l33<91D@ik$)(Jjj@;yQ zTIc~r!3BBknrYewahkPONat`zHTHKw^DB-=QCDn(Z)1bBpP;Qm0pO@P^`@9q^ceaY z9bRo1lq|@`YoO3{F?2=M=gVxTfPatw0IgN@ohB)>b#`{z#(B>hkD#q9-w;Cx+Kah> z!bH6XxveSEzN5L(U20HT+jUrBQPlCrwQzd3i6y*|pt2Z`qdtF`^r|v$C9*V~E%P0E#ux>DKS4U)$Q+z)}Ko(z5OOM_sF0_WC$N zCb|CrNSS$11`$4krEF*sd5tyc3-cc?JRX2`{c2$sIchmI6``!{6{WK~m5vyfB%T6+ zUN_>u6HVd`Lu6%^%^MKJJD*eTYo_>^lS;`!yJFyP`{AHISMBq6YmT ziV^0OB;=o5`&CB5cPr?gF7XAvtq8ZhxVe^T0+^<9>n3^(9-mQO_ZZ44WdX6s9glkP z--Vh7+jUtriI*_i{IO(pkdNpq*%qdD97af06qX<=jFM~Te-i7r7v3Pfys{xJ=a8zh zu=$mEA5N9(zY_K4(tI@b@HQ^5Pm>-GARoMcFXvu46}6~E5?jh}1~T~ml?c%p4Jz*j zX*YBHH4W{_B|ygPVHJMp71AZPhRmYo#_3nPM<_qcRc(7mi$#{#RMO`AW|=F3zGCI0 zamhy=zo@2|taKh0(38U!vFn`2Y`DYN}i)LBh#K;sRCt>UN{wDwAd`y zd*W$({{VGQ^{r@M?2;?(-4pP`*VI(4XKe0NJ#)vaJytYb*+Ty9dG9DCJW6I4kc`xW=^Et}=q z{OmvBOP$)`%3)ev&8EW9I<4lDImD2^Du4Kv_p0}HPo=5U^m$%=IR5~wiH2Sb{{Rb) zY5bVTRqj1`POgu;yjFd{{W3Zf!hG zrKIZ{{WVLtiGxI zt7chX@m7uY%W?jlZkU=r@~@!x?kQT{g>F=nI%KP;Sb)|SA1tvRR1^Fs+tAlhqU#@F zShDQ;bf@HF))W2H?Obk&d*n{mQy((kW#BjQulWA}THUgUY1e*Je)h)W0FFrj^go4V zQCz6A(b7eA45S>62&q(xqSHp{No- z>yi0ps6M@670H36IR^!T@IM+A-ode}x|47`)@|mmZ)*Ntcgg50CVfio;1V+weaJW% zt59s0B#q=7CXu9>Kqut|yH&JxZ@S9gLtHkY5nak8EieF+pO+ubs6%@^MYaa>6P7C7 zy?^~xqNeOeIq8af8h_Tf%|FF29v0*@u=Mi)`Iqpnw%X<^m=;)FWQ_D>IjCu^%1trv z8nD3_s_zL=f%j_ODXmg79_Gy-c-S!@!x6@7m!CtD5hF$cL~gn5UA)onQU?dMb61l% zot4fAI3}WYwxig|n@hX<9CvRS^3UCncE_z!xg}XHK_P*|jE~N`dmT-!B9aEf#^a+5 zio(2%BCwUcC8m8S6h^!Xy2D=BT|k#bwwxO5G>Za!@KRDfXo!29~uD$-Nu>L*QGl+f`u zu-ewF*9IdTdv?aBt_QEZX2AOo1Pt^Q(0Fe{v)1IDE@pLT@KF@a;BbGoKOfxCdirB~GT8=X?~CU~WXH-u`^1XO@dlt02e*j2IUKi4)3k{&awW+-d>Of#HIpY=P!Vy(9 zF8UlSq+_Y(p^E-k?Oxmxa&V%ys)R7$gq=pC7SE(67S{brc zf=7rA*^{dhcom^%5s+;lHqt(CTGLG-PTiYG>UVq9pR&hm5mmnEW`H`&TO zpcZB)>BUqQ*h6f(C z(|Bs+g@@)iIYX1jsI310721vPT=CED+=@>Pzwb%`mLM?titL+JC|rf4k3v&}&v8K< z^Phfcsq+ARM_Q3WkT)M}*ND*IAjES&mc!><^{p#?E_;L} zV`t;1Ow;Z(SA`478C;BKITfuaQ>M94U71$**Ot;5pqZ7AUU>XPSi9CQwF!6mZkSPm zih0Lc-O_X|GH6GcnI%7X7RKMgpx2;(4t<_`cJnP6%K2^l1lFGGdM!nAmXmyve3H0V z{_(AeZK4qq=ZyBn8fLAfUq-Rd3~!#VjzJ!`TN(KJgpG?@1)?(TEX zpsiQQkZvD+N0jF4{p270p{^G6gMY#I zcB!%d0Mta;Y@F_DxvEUMPMG33KYYWMCaQR8f8t-~vleG0mOW4SR^2RTex;piE%px- zYP|85?OdIG8lF2jf`N!Fj7n9_{fKepr*GP>oxC zR@(90MJCu#^PV?S+}Nh5;bjNNQ<9nM_5T10t83x;N`VRT6d%3c>MLW(j?&l4LxmrC z*!TDKpbkG-@bcfVwX%XZ!V#Avg&vj1+}qx17sfR%uAg#5;Qs*ntJWlzIN{kIR31x_ z$@i{TRmlC;oiGTEn?F8AtW;^sqPQ? z#c+C_iw5}Mw~P(Fa65M9vfoR*)0@qkRC@IPAf--niR zUg}r6&A~4qJ3}7q+>`!&Ypd~ojVFk-#kYdz%5;6|r2LM3>R%6OE28MIS`xls8>Az< z9<^zu0v_g@9EynbsR_+SMQ34{TK@ot+gfN{Z>F|rfdC-j=e=To!V{^l3E~NW{{Vr1 z@m1S%nlV~@X z+bJ>kW+U?-{c7oaKQEo2SV^3d3iJ44u5R#5OLA>i)L!W~cEo?IiIjbD#d3cRZhz2k zEZ;k!mvA3ZgZ!(xuPb{kX4AzQjkb)lFPR|)lwbuXJ$rScma%aOXzqHNur0SEcU_?K zQw92a3gvt?;aiBF7pGvoYXSQb{`^mzc5J zTfsb+D->xggXfS85(lZTH}TJl{@WvImNI{%sl<{4_s^%&rSS)ft~Gu3wi}_c!4Dzf zr2hZ`TpW?^C5NsBYfd`dicIQYxCc*6jCqN)epJs3>;C}RuJ-b|5fhZpKz%DIUP)~2 z;EN_hz`^c#6|Z^VyUTkuxP=UdETh`J55fKu zv!6@*Ma(&o)E-Vp9EKIZXgVFnv#A)P`Bgb`M@sd759)B+czzQh3el@04^pT90Ig1K zC1fOt#JdhujEtU{tSk6ng87ygCJ8>_?~c{6 zqd1b#r%59?C)8G0g?L=5Zp^dg^Y7CXY{LwX{yD}phjBiQiY008#yDg)RNrF&4pqK>?*_-@t7H+ zl}R6Yan32w!hyy=JXEwdC2+H}V%y{eo80uP&_I*Rf{{Rv69;UPA zo-1et_MlIeP9lUH84vUxrm|uhuZwjRiaZ2ffN+qn`TR|GsM#6Zy?d_9doS3um|a!= zT!EP%>yCriR>qUzc^>R6iS^05PuzUHr3+G*Y%fupqBEygh|!wix1s+U@v&R9Yi zWb)p%4Y#C9O52;QcN9knhnv(65PMatZxBIc30Q39VtHv8jJNAtd{>VO?Jz{_dX^`j z)}Ah|CTu0FB=!MI6ZmG5q&{<|m&6wu#pE^?FqM*K*}2=G@5j=;78Hj}({cA>nndD{cFQo1Jr6n&5)h7gGGI?oR@}GvdCuVz;-^VQ-pW z-p!Bhj)U{(@UCy+rj9ia5`C^k%r+IE)O}cLGbRYIbj9lPPyqO-{(S{~U{t(}WsnScqxu@A_QK1|jznqfE(Y1+{_r2khf!UQyQMw6$*b86 zNgHmJRDI#=RdrZlcq7yhX4c~#a38{ZF#ffiYHC}F=azTZz6S9cyfT>}a2Z=4Eb$+2 z^MhS>uN|%8N3Cg$4V}sT;sMN0=zS`c{)_#sWiF7|H&KH%i~63dgV>Hoxc9Da!kXi0 zcXDa>yPDE(-OV4Txc3#c?yijOZ4Qzhva4IW1y|%T{ubder$IYJa=E()_Y0C^|<5KLH;$hr}=&%vhpP=F5(zgKg2!ib{^&J z3iHpm5y|sLMgcXKu4s>>+#N>6GXrrnSmOt;9+kJEczSCoOUmCV;HW%S{FbU?Xqaz} zh6p35tof|;D%VGug%NpoR*i_*{Dl7i3GS`_d8}K=rO+><*0iy*-QR4mj*&l7zwVx( z{{V$`8ikP1wMK=;bo--@pK$*Gh^n%{u}d|b$lVO7vS0R)^kMEg*2-5#Z8Hm4hAEaU zPRom1mdMBavYV+M!2bX`*3q>Ey|(hEKRWf#W9#_$tP2u!y-MpszaZOB@@^-EKf>em zsDm#H$z{<0_8DC~XyhLerehMDTo#JZ-E_R{|Vt&8px+tAdy0183%z9yjZqgq_& z&x_^fxU78>P*-^5R@{s@`g&EZUI(|jTkCU&QZtU@vHq3IHKD9uL!m&*O6RD@;audR z9Xv@L?W+OK$&qpmYs09=J%`#r;4Vl9)2Oa2-0C{j`LtQ~`RA2v?ErI+p#5n<*tsj0 zWSdSi2afTXH)O{t+HeOP^y^fj@nnBx@?=>H?jf8nP3pfN0Z5rZ3FTD0P9xjqUuAZ*r{{kXl9Bv#KFMW*o@$c%{sIZ9p7iTWnSfR zfm%9;g?vG!LcyKdCHaX(-_zVycA2L|u6dU88~N^nmc&eMup&0y(X0@STM*DDG%h*L8^MLxqk z)tl`vP|#wv^R+Q0x{`?+6NKYE>L(=hMaDKgG;!aGM(Lg_GsE|feWBXVBW_}(6YGPF z){D5sVo@19Ru-jZ^4#V)_bC}C9ZhYQ=eOleB%j8mtBmDaPPi+98}aSZsZ9f@WN?0j zS7S6yDr^L=p$4+99_rWSyME&*4QC|LNtq#A%V;0{WPGo<^rUw!<-R%TpQlQ{C9#kx2NEwv z&jeFVr^w6L{KMGNxkOV-9md%rLXv+M{{UL9+g{n)*xjU%877_}s_Z#Kn$+;-oo@E` z?Wjgp+`+gx7{deD`qw$IFyQy}tx|DHUC3=WVPLzO+I{fI@i%5ejw#nOPpHUcxRs=o z37Fv?lK zhmLS*MW*aGp@p_i&N14G-jlMPrW)dmokzRqSlPf(XM{crbKg=3$*j; zQ{9n(0p}jIg`zuIUd?9x0ng>dYu%rlirTDgJqbot`xwMCgZ{2SN%lM%*I5LL7!%W) z&%2Axvzk10LyBgTbLUz{&7AGzdx{$7h5HYw2D-TWETcILRQ^Bys@0A`ED_7ulymhJ zOInZ2)0u}pTLu(qa_`gCN&f&=#eb;&bl$X+>@K8Q>_2GIq*6IixN+%R_Jrm=LKb22 zu_Ke#y$4RTwZ3U1yZgI%8?juK&7PlY;&^TJ+lFWZfXv^*+2`w8Ve2OuQxjU;>|=1S zhCBc>)1_zH>NofLf#ByBhVVwM@?;4UTNhaJOzqF(}8j$4TyBEtyoNEMZHb9N)k zyOv@=B-VVFE>Tx|?N01#zMTiUWVVi(<1o$SxyW8JK9$!9tlGzJRijkH5!)5z%c!=} zjLyxz6920tooyaCA` zwNODMjItKSc=}gC6YkS7jN=uhC1=W+5@xl8Vm&-Rb6WOFw$}b&$C%vau_wBU&cY^? z;x$~gO<{j=sv^(jn4rc$ZVP$==qu1)70CN0Z;7Lp{dNf$f(ELG}Lt>sL{wTN46Y-H@zCRXY#DyzOC*()mTW61s8=bI+-+&q-U^*bBKC zrEi#p9T%`2hvQDb&XP%0SAqBr^@)0BmgQN-B16La*4EX90g!y%kQ$*dc6_iKzl3{I zdIB+S(;dG{B=5=v%ws=>QS(N z!lcq|kX+3MFbT@!R(0NvEj7*JHIf;DEQEA4)kNN;x@Sde<2^3q;#PZhJv_n3=UY(S zL2?O(XyolZxQ*2C8KVZ8X}esP2DLh$7-;kB8Yh)%15F%)MPKh= z5J3Fu*M{tFY&08NYp?{Uyr?}rtBwBvgvZ1SjxC7w5&r=7>a5-~@e}Z8iY#^87!{_j zJf!m3-1R-5TB&oW*w}*CH&Dg(VV}#bc}r@VuAo?4Y8MWqX936`kg7L$M^#XFXC$6Y zN`|%_w7KY4-aEEavc?ve=NsSUU-7O(S=O(0Nug_*a}aF#U|~n$S=Psv9l#xEox>1= zKBQGBq{n>?Kb4WOj+;Ogv8H%#GpESTp_!E6*E?Y&&8Wi`GNHM_uSvHcByj=gO-sB( zMsdCn(Ix)Vnp=p&CdUJvNsx3ppntq|LHPo5d`4S*F1+l@Zi%I*!en+0^m(302H!?Xal4m5> zNvd5>;!hA+Y1Ym^c&d?-cpHExKb2s3n@U|C{Sp)Vw_J?+gI!OoS7IBjv^q zuUyuRFNmAHjqM}h<-D3~@#@=+%u*5xKO04JpJ5t5h%YQj+?zwjbJc6qZ?$-Brdx(} zDBmtUjd@19er53-awCEfwgdjj=~++Si$zCAa{mDFdV6-K4qKnXo7ei(iT?oVuQ2Ey zqn>KQO6aVJ?5cQd9t~IMKnFD}d>ov9H7fTT6oRYndsE{5dk=bvn=P8ZrA-aB{4(4r zXw>tMUs|n+8ex?W&l>`Nyef^{t`5PFtJmJW5A8NOmAfQUteG7#^AEzfJNr`|)QG1% z^PcoH(NML@_L9Gzp-2iwD^WN#O4=b2B=rNHD$2QL$96O!O{U9e7C2hr+wSLR_w}r4 zLVcP|S5VxR5u76D4LkY|>T6ni-7?w%CG>`6P7(-t&Of|*eigy^r^FNM*T_l;?V}rE zg?cFbJJ+R37FIdr#zdFiE7p4`J$U&dLH#SHd!@6r{>srJe=Hx~%opa6_vg~N%`3z& zquDf2TH%=d@;4;=bm>z!jkQKNjFcbj;C~@nIJU%@(OPMmqeHjsjpdV_(jB0FCalY{H5|VqInw||SUer`d*6gYM`CDrKw5@Hz=VWg@HDYk6 z_c9LhzaNtS0F6Z6Ba={(H0?4JjLN|R#G!in_x)=EKMCEk2Ab|QUi$&Z=UuPEuM9^X zu=mBxi)=6n9B)3KK}$f?^qnJ4k4)2T?Be^eC;pHiLbe$#*#&JA_ax1tWFr`GjdN5$IM+Z#zFhip)%I30z0&w{)vo*L6J zCfB{224@|=*&f25!iBp!TX-Xa2;hlAq-qsF>;)~v@!MO;Jgv4kkh3xD2PUM?7!|;L zQP;l3q{pQ~-@Ur|q`~PJJwFruY7)CC=#MV(2CXKyu3cZr(nt9R_f&Krm3s%n%^2xk z7>VRuO>}(b&tQJ&{J))f7lw3(*E~aMWCzI4xFsc9mb^@+_iHPpi z;=dI&pY1OaTj=pPFxd_AbHR}R0D#4M_N}PJr0G{z^PEQnWzW7k3i-MjrPMVGi~E6@ zE+sNH?{k{YJ#DNxO{v1o6UKi^<)Cz46`2p_D)ej{mWd=D zsllx01otj7XzuN=?e3TNQmbe9O*8v05p6xFAL!EO3H{P~(oS9q9p$o~Ke z>a6eLmMk>!vFXutlkSDbQU@ZiJZq)~`!|T}&@H{$+cGHs z09P>k!{~a7?EGV9@l9{5TdyGOl#kH=07{{zt-heQIy~eHJyAYJKl09D%Ae1Q+7jwS zk&UI_9almM2{)Q}-h_2%yN{?m)tGOd-bK_c$l^?&rgvAS)^nHN2)N zV{ZM3u7gqwrQf91=XH(Jd65tH4^{jPTUK@@JC}9X6KsAU(oPq5`b1-_ZT=M%wxT@6 z)hy1&1R3KWz<<0wt2s3pbg5frCAFD$yl=>5J&*X-Xql`hTdP*x0X+{m9n{lN&>KC& zLe=Bc?SldYpnTwW_Z6z@tTH;0it*hWST>TS)vNyNJfZ&pmSpxm)#;jcuMPdO%NfQ; z%(?rfu$r-?UCO>7(-!{8p>j8ol_d0G(AOOrz2=o9atvMR=Lgl3{{XFChckwc3`P%J z*Drfy)|#T~P^Req<-(5Yd(woput{ligxBpw{+hRFKhiB14UVlB{{UM*k@l=>$qns< zci(zw0D^z^m-t)yegeAPN*208B+%f1-ZMZD_-jr+D?f=@%+^RG!RC9@3QGN9W2=zG_S6q3sE;gAr>Nc^kQyeX_L z^_Y#$WsG5m_mZZhdZ3HwOvUuemW{cBP8;ZZ)jcXHW7XCqiJNSh4hI{0@@sy3F?9pl zpY@TA(I4+GrD8*>Po@@$p;lqQE!1MUoNckZW!&zTa68qA?#lhwt{ix+@y)RO8k*iL z;|ACN03NC3k#~vN>V74MO0j#3g18EHs2sWU6~p)r+G#Z#jYOu{%w;$j1&e1NfE8Nr zS+c&6J2tR|Ip(~}#M+Il2WE6yJVw(-vxmCG zx%%TKu9wdh&&A?vH{c_WOyCN*nzT|6mml}oscDTPOrQS%R%p#qTfp5Ef8Ro+6S?DI z{KX;IyN$>Q>MAp}hSE0!!35E7Cg4AH7j{b%*EDWiU?0}Ev^`%>u(g&eyKq>Y%KHNnJu2hx zXxN^boWGb;0K9u^=l10Pj7k=QO@O%rhf{@)#bIhy_#D@F+|5Ir;dB^S!*`I zhR>#b4N8-QwA8L%WL?%C8@t)(vX5jTvZLCnTU-(`pO_ACdWw?Pbc$9o#3fczqnu#& zBB{-UmvGM9^N!RveM(Bgm6LJ7<2+GQZwHV+S}9$M#>5^cg5KISdv+{~kCgCgC_F;q z>RDwQqnD7Q_;J#?=>|}MhiJ$?)mk?RI4V!vz!n6p%%X@Qg*(BV* zL;nEltu#EGn##W(Mz0K`?#i1_)KN=T;tbfFdA72rs*%>Sw3Z`sp6CzaIIGs}zAwWS zou~fp=nVHNKosD;*+frsRr%}Ob6mRE%_oSXwt>R5kMfdm1$6Dx1Jb#zbi5bQ&l|Ex z2-?BAA6l$6?$YWK*zfN=O444sKasdGt-|`u+;SC zx>pEd@f<5Ai8Jl{fHrEW)Nz_Z zZs_B5$UN!1!UohhY@UFM>8$NiJ%|7qJeucxKI82(#r!P1S5qDXDFgJa@iKhY2<%$C zw>H-=9ynZM@u}gEE|qbU(Lu#ctejjyCV$pKwVQ0RNxl$q6A)eT*mnGDI7j!I3G8$W zZyo$lM<@)NK_K@%xT{lNM`rH`jJKA6fIo?kYE3u~Gp8YXdR2*Z)w{h}Gq-P69dllS zAg!ihJi_EP!~D)b;RmK_8@5Rxl0`jo6z8p9)-8OE9pJMY3BcpOtzlYSCFSSXqUI**XdZg z4b*oxOvH@#8Lolk63A5u`F`_uTFJL^(y@fr65UU_LU}pIrB2WbblL`gy1u9UD^hu4 zwuJ2j`tixE$eu~A3ETU_)BS<|HJz+!d!nMi(aL3GnGfD1bRN|NlC;j!$+CB= z@L_zEKQa65o`d{qtaircK_1^DwT1%ejdw5I;M5pFvT>brgVp?Nl$_ z&ws|Ywb&J-ODJ}#CoE4){{WtAmv&S_KJw!nb*e(Kp(e=nDCUfSt~dj+^sACwMmI-gUWH2ZbfxsZZX zd-~NmJCkh+T4jP+OfGKRVFp5b)tmnS7Do-Vk-&FM`57G)S1%*pY7!B--1b%PTH1Gp zPZC`pL$Dv_YMNWfo4$r6#P=6YCz!bhfKN)A)yY`mk8zQkpQU!U+Dt!UScE~FJu#2K zdJ50dv>&oa%_#<4;Cc#t>cM7XL3J*VtAeM3Rh)ZuuGd8I0_qPmr18`(ah@x+k_+{b zhx*Zx$4pgA3&zvdS)(M3g#w2aC2&s8#^hgRG>8eDfna z6Y5FDc{0awsN6{EtnK&QfzVf}$EwAm>6Z4h5V8HArXs^{DCrw-Iz z+Q2vyii+y(Z6fm>cMtC88L2-{sjC(`B5HT5CF#YgV+uOCt!T#bCQit}x6-w56=CG3IJlLu|~wQBUv>e^dBZMd5!8eT{{~9ru{Wn0Z)zm({)dP~?{2 zlVdb35Bnwn(!{gsZOaGwlH4B0)xVW%$rQ>%NDPuUcjW&7fU6pgsc)jdB7qg=^gR7@ z?@6F*me<$&XOCo!(>#jBw)Hf%v@>sQrMHXClrtYg&f(kf>0oFrW`g_Dj!(ULCqF-c`g>F(k4~dY`UqoWA%xrzcOU~ag6~ur?6O_t@>UkYISF+n(Ti#ow_R^%#xXQXVL9Y+H z_+{ctIY3){9Uc&#-nLmH|D5-%WrJw;0{v18&N7iwCbrvp!GAu&R@ z$W$BykEIu00n;@=X3;eP6ohBVl;nSp^Q>iSS(>Z#Hloq&^$7gkD*7pujO;B{=F=~1 z&SZht+zgM-xJ&O3Yu+4~NbyY;)5Oq|xAPUJru;?MwD1yh9o!?Rm3jQ>T3=<{F1qM+ zg5qKK&`1FOA)o%eJ#JyoK4eGRkx|-s_ruzr7f`a2(nHnb`ILX3rF1sdb{ev8(={7w zrT*g)yY=RimA)i9c4k9O=fLqBkkPQgRwQP#j1O!!gOCp7VBHOGU1>7ff@ag3Z+1-M z^vz|aApDv&>3g<&@Ff>DS7}#_e`Wy~m>uaCxo^P_n-8cZrNlaL~AT zr5|=h>KJ6q_f1Okk3z$peBoCc))O!7DqV%{ik-U~~_KRX#Gs7wVM!Jm)T6AG8yM=Cr z39dvtK==o89*5L>)rf;6f_qbj9aPhlRFIQtp1W&6Mguh9BbhR;#cn>JdM@gU?R<8uCeD~?p`&D69v{A*y7Y0=!< z$A*K``=-3}QH$-`L3RHCU1)a?_YYsl*G}5*x#T=k+S}d6%2b%!IrZYX%U3qH%jYH| zlPc(a4+K@h=$2yNlRc%q@ELK4<@RCI^B>Bl(RC>-uhK}4Fmea;6)IYNp8oSlkmY3I z52@;h@fDL6QPdHQt+e}A>djcq=+9`fyG=sUJBxP2iOP)rVxZI*MLb%RN-_@FkdNtH zMW&&1r@dX&D{VaN1l%vIrt&VUd&+HkGHy zIkboV_!W!c>(F9*QryOJze?y4_~yCY(>hkFx)z#; zi$(luVW!!yOKAT9@0z)eDW;2oTv=NVkjME`#1St@)KtHvAB`Xt6d?t8$3a$s4!P`V zrg*2u`wj{DO#m#2RQpppb*oGRE)7+1S0Il4X{G^@oYYR~w~{@c6EF zt`;s$q(>r1sz@Z~j`htOX{`=i94m9rQJU=-kon^^nXcQ3E!ILhaD9bmMytOo>O(VN zw{sI=PDv)TCDY18kICtQj=8N36s+2GQXW_Wj8C;%+OD85$PJJyI+a?LiiuQ2{!SPG zNWsTJS#~ew-OCqdHMq<2;A5p=-IH&r@BS9-4|y}30274%z7xT`|pSHwXBP8cCtBAHag=qFl|cWZESHmbe?2R2eS&SgvWH= zf4k4t3cjlB&3UvxQ^ z{v#i{N8k|H;<`PD%ThrZ1Fu@g*JJ+xL2hsX9`=kC)YI1YAu#BFJCS4KRUbM;x=5bOfWx~ttU3yEllM+X71$#IsN5kxemwK-TvS-L*6t!1+Qoq5@f8#m;?WX1OGnI`4l|4otz5ji z&XaQlzr`8aYbwS60MhV!93H;4u{0|7vZH~!X~ktEl$F73aatSWQ;$6ETy(C^1u{vF zdFK_x=-C>S0|%+?UDPBY+(&*f-nPXn$ym5-XzJ+GL8st_RgCX**i=y9l~qhC{nb9c zriG46hEl_)01k`)0N19z8gH`1*Z_X^LHr}r>s!-^Jq_J5L@>!H`=H=4{x4HnR&wu; z%_AAVXtTrF_= z72G;x^Q5FSjmbFg-yXx(yI{s^f~TfGO6IkF0yVp9xKnRDpK24h_AYsfY})O|%^=9n zr)tC1^ywtE5=KrIFmMMfYUTXciDSsZAmcqvYDl@#<7OW)91l~B3J`2~(@7+Es_r)Y zz~a3^Sd&oF;heXZY$FU#F_Vh(-F6+ClOSK4xyOF>*XdHWr=Y`Z#fn3PDyQ$aVf5~5 z-l$zoPYl|@E6qGdWD)ROo?5oV(7b_T7>zklJD*zQE_GzH3#VIcSktjXcYRI9!Vlr{ksJy}=$e(!j0=g+Q(#j(TZbv?~iL6H*kn*kn z0M=tH=CWz6O(N6Kr!1=qmmdWP1*`ax7mta3A1PbZy;TE>C%_$p#7i{+Qtg9I#n${`7 z&f$jRy;4nTMbSbTpuK`iH^5*s8x`wRQ0-qWhFN&&Pt`5nIn4IttEW&8HAXwZJcPFo z+Wn)Yj$6i=)t}^*4l~-aZEgx={{RU*{{Sks^9QlEaG7mgCus=zmYo9t6a?kA`u_k^OQzhurFP{&jwt#sbM^G9 z!pUW{-ykGsh3Z|u&w7wJ(sX%JE@p1y`^Wq#s}g9(eGK=qD!Q`3K4YHr+l!dvmfj}e zrEbTzd9ObWb7wyGEV(d;JIVxa&MdU~3#XQ@2LTjGeKpG>*AU<<&Z zS0|w)1Nv7BZj#*??PD1({0~!F+NQW}?HbM^S!9zWk<<>AyWy=REs{ATMKbRD-RiH) z9Yt%ir_yvgT{A+SIFmbuUE7jR1M;qG#*&7$v57H~Gw+J*@2-{&66yZv2zakKhDX+Q zNQ>uXylR~Kiq1D~?6=t1u(C^AG$4H3ALxHd#_<5#evO_aT;O|GNq2J{v=2UB=)Ja>kFMu z>&UhMoMoAg0*_N&u9c@~dN~GLn5Me!<%S2)RmKOxJ#t0$;gMo;0I<=`w2aU%ddz0Vk(wa2mY{-`CX1tK#IsOygtm=L|@Rg)yI}2H7BY;Za z3g>ihiHoM|uX`n#nkHR<5;rLJ?ONVXWKN57(DV-mc}wQckj?kp^>1P5D^FD~YZuw9 z*I>pA0nRKLyM~4u6uukXNFIu~Zg9WQ)+Oi1T}ARObo+R}-zC4ottoaT zw0eez4yi7d6H|c4Fc`@lYl+tMeMav2(%RUN4hs+lYlgh|!Qy+IfpZKa(IOw$HO}66 z=U=+qB-Ji{ZlPOle=4O)SGb(jk4palgi7Key7u-9b+RwSNtn%CI3yCa=+J+@yNct#~ul6h`6o-&n#;~yMpUL%^-q6|LH ztbnk_L9Z{(N`R_~4<3}&6oc9`+P)d++8(D3#ogLl+)KM+MJ5i>>x$CxJ)WCmb>!)q zQ(H~J`$SV1!2AKlcwLsGcVTcRwYYd>2k#?dyR9qY#-RvUb!%v^p&SxM8lqI>ozT>i zI$K{Ac#BQ{08^>m6kY<(1gd`%Tb6$n^%wyAb&a*k1A@^%mfx2(pQd<&!hRu)M-+n2 z>5fXx$KVf2(|-jm+p8tYm`UW|AIhQ5+m*|Gjr%W(o*%ftxffP#-^`D2AByI({D0$} zK5q=09TN6CtF1u!Bg#1_hwo?8Ju61T!kT4*kKBnQ9U1xkD;LC?Z-lK*`}m@c;PO14 zB>IiD3aW2JK0}$Y@Z46mF{G-?AYND=^*`7W2>=sd=YlIT=frl_>Ezf?a#OLKh9G-! z{OU_v`>jo*DmR4~BrR2?y9=&|Sz~c2kIR-{H8G4Z$UmK9>i!$hZ{%W7+fLud2;)BD zwC$j|x3*?Yz~hiB3s$zdNJYbfs$1_9k9vf)x@9(UI`4z#(`}yi8CH8_IA>l89@!Pm zM>Nn%8aH6Wp#+2Z*Q4t9JANF@0m+tiQ~BrmR}Z1-f7@E!o}OHy%)v_moDTK9IX4%~ zXC-H$sbTR0#5!^)j`~SdbyJ}Y6WjS$n8^&0w%0~h9YGkyGv?`^u4G;c@J1p0vK6 z#_28~k)xFkLn~l{J?qu9Ply_Kh-}7{;)o+~!wWeb{ZFCy6%tZ|y4a-Dm5)DWM?&g8 zL-&{arik|;1y9h5>-7vx{>=*qm(WFDtNRC1NVz6Sd({)HvMjlM9!Dx;- z{{VNVE1$seSx(Hj-4<^3%@R?W?By?x(Tx6e%IX?~7gr%| z?b;LvBXeZeL47U4r~FJbcUH&Whz1{}a`y{n(<`k0Pz{o%G7U@;8*GzWQee~dIR5Y+ zQ<44U<$p?{sKloA=7@go;xRJ&9{&KYYhDChLrA`|jkkQhY)2i}pXFH=vJ0I(7x?Yp z^G5#w1N`dYp)XTQNR?!^k{LPUaQcqFrEA;UDl*Fykh-2TyBV%#!TgJ!Pu*jtQEUgZj1;8PC*$4yzc8tc<_u4<81x;iOKTQi_ZDom@45ua+QgPM{sa;GP)U~JMY3{$a929zA} zK^7LXwM)0Oggi@@V~&+~%}+DS3^#$Dw8>*xMjb;8=b8Yk6p~7@5?iL?N7KDr1d*Il zDg_u(fITVL;}pg<-D5^}I8_-np9ZZB&BH`NPBNtb01&HJu{74@6a$maO=UKS?Zdw2 z<8L?%KphMdgYq%@RI(s-_w88lB(R`X1@Xpn&1pk1Wy5{p(9#i+IFdQ{GW^-(15p4z zp!Fw@7Xw47UgT@lqyBFzO2RHEZm#@xlBle$Jz&cs*)d*IOJ5{P%F-G%P1LS;EI_7$his%u=MRr zl|01HLc_g9YavG1$G$~d22^`_RoDZ-I2=)1JBPpJMMo%wa7n=Kc+Ej~7oBFxMo!cE zRPnOU61tz2hp$6PAR%|-j^el??8ruEhvwSX7VX;(2k2{PoH^hDlaHlywgb!7jCtA_ zO7#3iZ@UFfxo+q5tuYbS{l^k19b=1o8~}MasBRy_&k~!HcP+yKn9yz8-;Y|MtlVr^ zqdSQE*v|ykGmDFvJiv$L92{b*jT@`BHqOUE)WFpy7K!#)*)SBj-H&?cOIDN}9MiPu_?rSl+z8y3lp0Cx%$vt^jEf zxmNo7*FmLti%ix2M_;qf23c6~_!`60yf*$LhwY|iw6<;+d2I6_D~gY8*H)Mk~+-5y`2A1_jj@zWla=rI*lTz5I(`q!V^ zD=w)JBOg99iteB|g+q47U!`~AwX-rtKDQ8id!dfGHA}(w8*iqIA9^51)K;#d14l6I zee0Rfrx0rqalr)%CY>eCNukK>fCpEFLHo*7oc{oyO62@c2iUdk!=tEi&*xn)nilfe z&tEuaKJ`<_cDPGRpg0Ush#s`C?$bz#8TN0wXox@T^ZAPEf`&!}bz0-JqFF#BmQp$o zLtU(B#V`j^kEJT>-$@QC=M|ypvdewuDvhegp51G?wz0!yzGLgyRoyp7juU&BVO=Ub&g{J+jLVC*GyR6g24XPsc0t~%T!vI$&2Z~lp`0Y>vfw0Z}E2vq6oc05XNmxyslr|EL zN--`pZ#hR=r^$pz8MEol48HPiE_oe zlh{{D;cY#%>shZZl~LUMiU-|Z)u(TT;7veAZ*NZKELfoKPeEBd zO=DzJ)UD%&z!*kY{D@BR$rYV(68Yjq8%RC7*22U4&pAHn=Z@7%`W5qcC_Q<_ zLVB7AqX+UL~QV^`I$id>83SB16*pYcsI@3|tQ8rv?qn&rD zJBP1o3q|GOh8%UxWDEJBoX0Qv#W>IRg*NKsvu{Fk>FZl6Z(}DSOWU#)lQ{>!rDT*W z#18)erC4M#mFKS}rGn4Qn6q#_Gh3@g7`w7HgJr%z$vsJ`Gfcuj6PoCaxR7jLx!n6! zWYz&>k;(Z-LTScJsG4P1*hZr#IO~eLVJlB`ppD88+y}4LvgHg%$}kD*Q`_B(CBiP} zJxx=M(7BGj>ir==3w+yn?T@80*e%-$CI0|aoe&OK`d26Zmw6`V3`spPU2ch|T$sXb zC7Xsmp4FU^iW+w_wd+$V@T=#{-3LVju&ilxNm4z^t)2iRbv5Wv>FC!o7x|hlGut%F zt2KF&FuW%u`kEBnbQ_9iA*ATuOzSM8aUA_IT~bQ6cFOK>6-%7{brURcT(ogLksTy8l^I(wJw|z}W79Q>ZK+3C|Jndit)nY(kZ_W|jjdh=`1Zt^-IHL+dBAL~vBidk2T`Wiu8 zo1;-%p{*?r>q57ktj1!;Cc0r4)W%J8B{G)C2MdmrbRB+zkrxZS zza!q7a>tIQwXv83PaQf|j)$P$>-v;>eS{`iQA+LF0Jso!$z`%NvT}PbmIY0 zS7<-sS1c-U4CsNvXvW=kGcbpJ9%t=~$29=*7cCZ+1or z0#=29{JPY}ydKPMl#$OIbPv*X7<*1Ljy-9$BgW`(RlgBh7CLNy@$r1dJ9X!8@jtK?Zb=hj z3q3vNjNC{z!l$Y3eJVSXmdF@h!mr8%=Q)1$%r#r(Sdm2$#cs|EQP1~_FYw;tY=m!SM?*EI04YB9%q5bDQq~@WGlNnL`7S`BvruV?4RsiEoOW-giGUFElt<5(Xrb#(HY%pX5+4ghlKop zf1oh8mp3*nerR0sJ=E7jt7y7zw`%&|hFms2Yl}g{r>O(_R|~9oYf#Yc{?Djev@TD| z-BtdEqtkEh^t-f{30^rAVhkx%i$eAUO{ zQy0op)WOgvYiroc9^jGn;;L#fe`I));@>!hn~(P!k^Jjw8$yoLmD?8^rja&;9s2k7 ztS=H?rl+Wjh*uGW5vV_TfbMFRvL)z=Cq{zcIs9v4&|6%hiEb7t6O6ZU+M90-dbfwx zbmrnAwm?6fSFy8>@-gNXRztP0NA;?1=u1XzK@F5`xwTlq>GF=pw_3B|Td{4dOK0Y8 zjzUxrcqDYHu=r}*%ik;9g+2Ch`c)~FbggMj54{&_q4mXOWbTVirkU!&0RZ~ci@-c| zH665zJ-l+M$aM@VTyb1aL$3EKU0*CQii` z0o!-A3m#otw5hc5-m`aN9p@F*jM@1L0)CjSVLFfsjOV3fM;>mF9o)x*S0IU&EF9o< z1l2`}7JTMzhXX#8-Ttge?M?E}Ao34-PzdNMhFFZ2UPVc?cQq6|Zd~W;Dr|Q>X^Dx9 z^cbUP1C#jGd2eHmQ4j^>&M-Svl1z~%=^JX%a3s$d&*w;a#~mt()gT-qlg9+{RohmP zzUT}1W|uMpTNIoT!N@#uRqd`k^viwm)MAp?hn_x|kdgS)Ob9GTk#Rk-7{hK~p{lH= z(@~Z$;FxbuV_J;>GpyYmcqi0VJz6m&3nH-J8OZ0g9RSL?8*W&h7D3JjLsW1BemvES zi42E7=QUN2b6K~kLO8+4Cp|c-cL4(e306I7%(HD#l0`!_W@z^*9QUh>&=}3{{osA` zMOE1-IP~_Ss>ns_NxZwZgp;;UnK9Vbgop~TJ;$$l!Mfa$2~#_wY>L>lxm%l6nNCR= zIPF{&BchTsOv9OtuB{B+vI+O>Yi4VEmAzpagKpz_K9!%WLAo%*KPzDU4QgrkZ*!p* zLz$vdj4|o|0M@PkDt8T;jWndj%*d|D-!4bxSo8h9a@&J#9WX0hvZOPA7bcvriGv;G zPh5l6h|iF=u5-U(mvb{97(c{%Qz2lp6>e8N)~)S?kp^Ht-fp#y6nU6o$@Q+dPn{6e zk3-UYSs(7~?%@dGeB{`&$c-v&$y<$-p@E0GfTyv8!5_if1GdzgVKnyQp$qd4dZ_B^?YjZP--zt`ToD3}#) zna{6E;;s(M*v@~8HP>3pybv3VXRoz&Vit&nxR=1PxW`eN;?%S^D<(+t<>T7BTcyYt z?kkG9QnxcH{`N&YFH|?N)XN}iZ!jE{VBA*UiS7Q|;pW<#nM$w%x!73Ar;MJljw@o; z3H3RaNsFzzC{Wt6mx7$$m=*V?@r$4OLGl3o`X>rc}($5_Yi z#A%O|R=HTM)pwkc!jJy7b;h4F=3{L|SrDzdG7ZbM2i*YUKZRAhxQf%|19illC<|3} zEp;LJP=d#&qW=JmWj}~5;C;|5Pd`sJx&!T6-7OI|X11HA{f=2Kt`2S-oC0`JS7${{ z%&Ipq$*ylrx|Z_!@2^`iTaEze5A`*6ePJHmq-FyrxB2v|TN3v(HCeW9j5o}F@x^nR zjr*9&spF=7s>SW`nVEs=d)8r1!+Q>U15IcJD`aSQZ6p@^`0Mn|dJdhaM>VRmJ_rLM zxch51no))Mzn8hKyJC<^ZE=h);7{>-)>UgpAd%CFL&u)j=~)spK_|*bPDXoFkj?TK z^PVauAG~e{BAS|#x)rQf)Z{l7$m9=~-W+8(_;zkSur~SfO?v{HOX6lkmdRgYi6&YqU`Qp z(XEB8jwF4}lFW0)Ylqh^E;T(})**{{SgMoLcdd4IlW(^2v-1_Kjb7OlM+{>GwoWP@ zh|(_Z?5}MCESC1MDCv?h*mSKsn@Gi@i~tV?vNY)(ZzPnC+f@3|;yprduz6PCg2!s( zxulw4;?py&8Yy+FhleF0LZkVAI?UA6NfeFKARY&N*GZ#j{{Udq+i=W|0Auf5?zNkE ze7t-B&pnkfK9^J)j2((O?`4&rt zR*;Ru_`B4i*tXxB7{*V%EJq`rxaw-`NZC`40LZ50V>=aNw+Kry&*4@gg`bRLJd;); zwrQVcI2^I7rWJ}apTef??heS$n247H0Fha3C)(d&Kf4~C>qhe3u1Q_wXYUc)&{VKn z!)tB`#!uZWe_CnSO&tBi6VGs{tF&}P9c!=fzkpu&iLQa#4sd!3T{_kked+{~o=cvK zU8?wtP4NAUZGAReu2LAsC-DCO8nscq2ywQh`#%O)TgQ|@WZQtma4N0mhen%eBiYJT zut{V5BiMSHk4pH3X{*TKLh&l}3_s64)pt|WME0(V-#d;#>1mCrHIUS<1Use5xI zcJPwLGmY)oRD;E~U~N!Yz{z9Kp1f1_%Vmnu#t22u#RIABUViY%CD=jSYe=OnMDB}M z8nw*VX5)F>cVpW;8oj1zMr92uk-Z7Y?M9QL8Bf|SG9w&-d)G$nkg-MJDgl8+rEL&K zH`S48c!NuaJ$VQ4u47)iGu~|t+nU;*=tmT4y}32X%;sCScO;G6{V1lc?h|%aH1zyi z*~>XNXB$*hdZdHx%NQeUYN~PUDg$-q$r9siN=E=w8I0E~`Q?v)dbG8>CA}R|FuDy(gkh9t{5{zL0tw`*@1(VEsMM0kk1bDx{9UgzGqZw^~UZ?+jcq2&btLcB=W z$;mx&`B!xk$SvgZ(Mve_vUpKh&0PX|oFt3G15qgAuG~fC&dcaeYOJe|W<5e zBdDfhJ$b250Q%E0=~A>AhkI%EDL1eDdojTu+$Z{fD$lxxC5lNv+R8JGaBHZQ7F1+$ zlwpEBYZLwv-CFe;3rJo>M&ZZzdsk%|m)waf96ajALRgK*o((z+DW*A&Ha~@WHkIIO z2xk8PiJjWU`$^j4kVj)$+IE5V>Abx*!I+@Lg|W0}*1DyMOGIL+Uvtd{hjhuf;C(qY zR!b*^@Za~=I@hut3RqHWY2>#pZg-ei;aPn{cdl~(08E1Z89vPek1aDI<2!q2>F-e- zOK(!0CD3oe`+4GhLiXF`n1#29=egwmg1xHCN3=GDE?qBWAgs>kI6eNA=KlZ;bQ{Y% z8LwJX9wdJ%GB{(5WYm^cn#PTy>l&r(j*`tN#3bZ64f8P-5}I>ul%n}j)Lv=U+Ht$p zH0e#PiOUzF{R&Wn#Jc zK^;E|v1_dh$!*f^LT%$Mb#%n!u^zvrMYX+(@;xx?epZ?!x3Y!{H5gZ!glb2!<0ta2 z6U8@I?+4nVvWX)c`PT8WF#iC)h6wf|t;^!5Z1lKw+t@zWsa?O9rr3|VgSH3dlkbZ2 z&l7l?#PjZJ{X%G5$kEAYi?L(i9DC#%+BDpZoYYynrHv<8b^Bu_tFgzQ8fGGK{7Qb| z{VMLG@Zs&4O!ko7#Ch`~W7FJbvHT~ZHPdKF7?14(G;=3o8uVlO{#Da>Us2XAY&9!j z(>1-Re=b~Z2XAVLrx&9xF8vIsz8hNKTKSM9M3IaJ!31{t{c&9Gso zuS(OkE344A7O*T6Y|9WZum12p^{SFV;*A+35g2FWM$R*}hfsZuWU9_Da-3rN9sxd= zEPIN`>y9#c2mC8OOGzR*kaM1x>t3I&*hdSdjB>`u?zrvhK^+Zp*EYz?RS@iM zcAno#>Ze-h%5=!QC8o9ZrmVx{g-nthZ~*4HZBFOydZo?4JUoQ2(>zzH-CC!F{u$lf z%ywUDpSg&1ArD{EHRN4QX+iTz%+98XL}?V2Bd!HU&2wQIfmW}a0M!vBY8tuE=h8Xjr zB&q(j$0|~b)ZI-rp;|qDQ?2~ce(bo;8@D|xue*R>TPact4r4j2n7k3DU%9@}HC4Ec zxiK?>2lXF_t$jKhiy`)V>vI{-0SB+rrcy|xu5(u_vRLJjask;Qp6Ylb^38BMJgwnB zA1Gt;K{-Nyy&3QM8ujgN!Cx}QGO`RGV_s9^D_yr1H{nj~c@m#>`=|2$RnbmY(8@~3 zWvy!obEw`}Y63a!o&HGWUN)YETlh~k#%mr9aS^!E*xf;m#v*@tANY#Yx!ZYTre4X* z74l?k_h0_8rJl=E(qzmev?uQ1=8|^MZCvxV62iqpx-d8@c&Pl#fKMf>w!V_zP%R#z zW<24>_4!zWZCLVZr|Z zmU0pLQblVl()lU9rY*P2+mo8SJTa^=$kVPHjQ;?sZl9G?aq0;&3*BD(QVO?sb5GnB zVsZFYXiJmj=RD<3dK%M@!OcC`>0_mERgWy0*-hRf zFb6^3nx%Nr*}w@xz@9niYWW|PMKlRKMmYvStcx&zw3ys^fiuPjzG}_2 z3{|-Fn|RKCWA&>^Z4zLG866EIn5@MK`Fc`>Byc|(l~X4e$)}Vm#Yn*wL%ABR-h2Ae zo|Lst_VimW)k4w{zyqZM9?>GXkPn%<)00!WOd{Wj+H#1QnxInST=hc z9+f$h%enIuWnFN7qNMT_LsSML?B6Nc-o2`pfGb`ympK?7-77X%R|T1XLU{HyVS_1P zcqHKQP_$pW=hvsLHZqivf%kK?^d_qn$*o6>6vlUYV05f|nM5y)XPkX2IU$Jgh6P*n zsG(Pe<7xSoseaHlE4T3j!1k#A*tp!GscIMKS}DoH3M#jrJ^uhYDy~h48w9W?An;Gt zsp(e+&iYG7Cuu(^^sCZ=<}t@?)>f#5Ja-F?!1IGqNhy1;shiVNYUlTnvL13UY99>T z`C5#Y%syEcp&i9C-s9~S`}58@6+%gV$*9M0ryE>19-R$3O3lHI>WjLBKV`g{+>Q~l zymbeWRnlgSvKWAR;RI3oZs-6Q83PriHOk1FTNDz~=0I?&2TYc$YhfeDi6jI4#i?R%HUyG3 z+a@ueU#&hHg7Pvj+QX6$^s8-=c4Q^04NgcIk0a%8*0(LvNUg*^e6J8YytY3mKDex# z=JK_8MtMpEcwjEdOOZqyj}9OPrAQr2TWLccgx^s07} z?AXI6YkE?YdFhRAb@u~^@_j}zTz&j_)TID*uC?2A5WgIpim|77LVZsA?Nenf@H6V) z;47aGbt3u|bS)xl%Xs5ag$wgB=qu55y)G+ALo)EI!D_K#rblTS#*wH+91L(j3XFzQbrS6nHm>d3!DSG?3_VY0~wp_PXN>FZSPZsOBy!(2(`PW?$W7O|7~CZy{Mw%Amf9SM6Z3QGYOB1Gx6SL&bQL6U7Qj$Is{s}P zf(CQKk6O^mk}wBz+MhE78|Q9u^2R&=0EJVBQ8S&aLgSzVipHec zS`BJ$!R5rFHSgcnpwzO99m@Ua+n;ezEzrS6JdQ^_Dwp<`ofMHueMW1ELQY)8wybnf z${iKd@I^XVK*1ym!qRmGHrrkCw~B`T_{`jJ2Tp2zoYb6p2QszIueL|L<-o_OsnNl~ z2O#sB;%+5k80Y52YzyfvZJy!8 z%8VS>bvdSpXtNCO6pOU{r>#t@_N%2VG62O=f0P0`)$0IKJ?+%=t7_n#gr43sby(LM zco_BXP)ltQogKgBmkJN5r`>81TO^V(&fcEpu(WHrZeCltxQ5#={{USiZlBJlms0NR zbq*FdV@3PBj^p$n{d(ZF=@M;DJRE{}$ERBE?g3kEjh`|!0RI5IMo;vwAilny0UwyS zk~hO=+y4NqT3CqgT$GD@nImq4*SIy$PR1s9^SCQ~ze<}>)qc}-Wna3(81}_yGZt;x zt5NP~g$>9eq=qf?s9rNjtAWVt(ydy==I$~EazHd(B(yZ5vS*kokCz|{*pAd83aSCl zO<9KBV;LOr`qj8$!k0gX6`2J;C_@__=a0s!UExz01pfd!)wls;Q;(rFg{aK1qca|y z_3up*XWd+_x`iCb$ARlq0g`#V*_@EQ25JGmc}uwY-1O^#=~__f)64gih|}AxTeML3 zFX{IWEQ=rT1Hc>#@2z|{Yphyg?&(Pb?jYPna8cX55-#9)9H2PQ$AaD;E)f3!EREJfTiONOldQ2WWe|WKT>beEQS=qv z__IKRSFtw|x01HVN{~BOklEi)qDOM^0{h7k#ySs5y*4Lxb4yWp=eS@Sa>h=1>Uvf* zwh*?fy|`VWK>7;C{@A&W<@~{xXUi{4Ro11Q{_1VE0TNhSwbTuyA)*SlU5~i$r`65pVqFy z653lfa9r}nw7)5z#LG7@L2aTUgd2(Ap1D10uAOd)I!!SQIBY}U$iiR@}S8X zu7gjqk)~Hhi*tOXBpBn;g>)BQ?CKR)!3wVTcR0e;^uEzxySIkn zE^O>Je)3j{hn(J-^r95phs|QN8a1>RHfwQkCu#b_Z}Tucfv%?ON58hU->16Uw$QI_ z5X&-y>(C#1#YEZEmIvCd$Iab+&_sHOFJ3b-C&Yo8{RjQJz8kJu2Pqp(D)|){Ui0G$=oNC{l|edk&|c zO5T@4uzOh{p4!}`oDf&9XMKC6-CQ)SZ5qgeLNn!&-`5_$N=_|q38IbV zg_ZuD74+98dHO@-AW#l^Z6lw2*DI?{8kzjiBh;ZG974ER5b@i!Xlj>N9)I?&fN1RI zaTKfNpOsDq@!LO2p{zw=4E8GrY1eZet#X6AP0_9GP<_MzHZauBqdd%<8Ckpa6X6H zy$V%1qKs!7Gap%tR&iwv@JxczJ&`ga%-wplq0Evr_A&(_)hZP zTd6e&%y9WoeV)bw+43PDdPejo^)*KG;&d8i!LiZo5?e^VQzO0%o~EnnXGichp&hgl zOK~%X)&+EcWjlNaGB0IV4p6?ZV^tl&mG@tZ$`TjqZHd)W}NXa}NIi zrD=F~M}ku>y{ou`O@QyqjBfltr+TYtr9lKMf2^^GPq$nm6Z1%YFJWv4ShkMx9)S+Ise>W1d(D0kS;}XF5@l zN^KuaX}%)x--sddt?xe1Baihmou@w8;Qj`=Um5su&5h(kYb!6C8xQXv?r88hcez(jtkYT>k)f zhW#tE&{=g2AIgydk`b~%d#__$cfyLW%D0KT9slT;! ziDPdxe(@u3k^RS^tmE58NOK*oE(mojeMeCBIqyP=Z{0pH7yWW#YX!ti(`~z5jr@*^&+}0XJ6E$)b17= znPY`qqN+9r70c=eZo3;}s6$(6XC3~pJQD^7b21e;Am*-C(XmIc)YLUb8Ecu2J!K-M z^KP!K=88*)V9G%S_X@WkhR2lB8@DmwlYxWBW7@0faYZSU$W}<#95ZK{&g$1iYqK$Q zy#(sXa8`2^(UF3BAFt(AFSOgMIW}EIvB|)Ee6RS|N#W6hceLZ@tIZ@+2_bm=$jCVj z-n90Qn2uFrg-bS;MO8*Dc=-lvqldv)Z)7AQFwA~bbA~?EHjcKsMeXeKFPR;=9#XO8 z$>=_{TK4j7LgrboMNt#i1b~-v-QVLvGDY%rO zNjL)}($ug&mc-*Ej0yphM-YK`zu)ccP`}JcrxMI^bNJI+Pz>yDg#D)YzuL-7?B+=3{uT!JW8AaR~fd8u$J#8#!S z%y2tqp3p|TZZzyGqNXV@Dn?u%T5f#}B8qnwf^K>q^%=G}+E*$%X0Ov7)g2U$Tc!n1c?h=~F9-A_U`+gIdXIq(ba&X;KYG!xP$*nIT+`eK{3}*Pq6u(KR3J z%gczE7FR+5?V5;n;)zF6pv!Q9vpF5}%?jYLUBKhsqK~IFSmr6zse-rT6Gb!JwJ;k?HS-6%d^L0xDN zTgC=K+B#GGt}qYF=qo<<`WsEdXbPj2KhxH!x%1w!b-xnHGI=V*us?KvTIHmXcfa_!~(w^Fma?q)e8nyZ53 z5_qPnliLgHRw9U#fIkyLK`9FwfqtbaS41)QV0%l?y{lT@qW}d8_5Q!wQCQW1sz( zAFU*jhdY78dWw){;u8~bD)KW$t*RlFtt9g2c)DcOhR$k?zq`1OPMqNVYhEZC?SO=C zW?k5#eaTxHvMFa&{__F))s0S4vc`b)J!xZz{{U#jj6UlYIrgergrTo8Ps%x}isq6c zPRQ7X=(I>OagSQs(=KifIp&Zr-i)Sw2l*9;J*8u%Lh!lN zY8s?)S&NBS1(N6klhAdqBi6Mg)Gw|bIF3f#p!VXmd_#RS(L80?MjIhBz$d+OhnM5l zx*@8$l8ut1$VA&rX$J zO4IhQn&9)$R>F`DeL8dAqjD!Mh_H#cs^{xgjt&NKRE5An*XvD|_sdLYF5Cbpv5?#8 zw?5T84l9_y{rvk#`4nzAt*Mxkw0%z%LI^j`OMesO{RKPNX%gu=M&hi)b2lT7mDfq7 z$7`j$gaNQ|$9~lwm2Rl}*l@qjx|poi?l{&#l}6q{?t2Q#O|sU90du6hFe^Cy<1Xg^ z0AwD6>)y4zCw|t~aafI^q>~$%;6}gIjdhx)l9JiGt^;;H{mpsisIgeeuWIaB4-emW zsHux_k#5t8>-RCks98yD{KDX&!RuH9!&+XS3;mu2EO=7qb!2HiA(3K&(pDa5L7a30 zx%$+4?~E<%K+K#Tpg9nXRx_+{ZFMu|2=7bMm<1bBy!WwzcmO zS?Vt&!{%lf864Lr@-rjM{ab|NMH*JY$xy)Gysp6<*owHNN2_r4j914;+f-mD% ztc7O9wPPEC!zD)^)nZvUMYlYfteg||t^WWHXpgI2sVYoLL4SX0hilw@ELhMqnH~Wl zQW^SWcCP13(jRaxS#j8NTK3vZFd~@H3=WlXSz&0J=$-0D$mbyYjPD;1m;`d1Ztspy%#INNauB_3OtclE8B(?S-nQ@7HuY;_$r*80{pZSjl{KJOhr z3dQkms<3Gi+D99GzD5SxIL1pbAch$FRja!VIipdhJKF7BG?tCC=sgeRSsDeMlEiN= zr<&^Yv#FX{GD?OZ4mj;uPNj__5{{+u4oGaG7aBzCcAzr}6ogjw%{tq|Flw;Nsp|7A zw^uP`Oj7;8dSH&fjdYWJnWMwTrVubyhDHr>);g%tr_>;`(`M9km?r()@Q?~;mQkLd zA4-KMJy6=VhNK$YS5`AvU4<7`ZRNap*cp2^JqWKn*5!7+XjR>pb^|EKPKPzE7_`=n z#cKgKhIf$8+FgHG0@itar| z6CA??9y@v;O1Z*OyWI&i$Y<4Vpd~MCrhuLf;C7$Jk}XEwXz?VN&qh4{b=J1GVW~o? z<&|xvjyg9SkF9gJ+C`SRsvqoVgfXNbyD%xZ=dEQ*Y3V4~xnI4?auI}fRh|*t9^YE+ zz8vdhEyjy8?g{(IHy&}^e_Hdm(X}XUri#_P$zW}+sNCoJ(`|JfM@iKoyeiP#L~;YB zH+qWbloaD+%#^I|dMCuM4V_X1)U8pTXcug%ol5%t735J{$nq>mjM5W;pmnccwejYY zeIgjzNF{z6IeIDj^sBmsgmY=vml|!Yyn2g9e7R8uN%l3JI?|-MB#V_bKY0+^T*08| zdURT)*h!KwgfpJMPWY`>x`pjp=*Sw}CjHsqk6Q6)?6o~xP!N+e*F^0q`N;bES9z^V z7LVb$G$ox3`v8%>vy=MNRHTzy>cTR)%z6i z0ysxmAAwcomKd854fq(|!kvGp-0Bi;k+P$rfrU}*DyIOPoSxp5)fDZigSSFWry-(u|DqNvaUtq`5tXAOI7NeJQ|YN$HLaY4~qUZC6{jw*x8;=I5}X zyDP9t?#E@|j}9vNcXvAyM;n7l(HGR$s?TX8Iy0Rv$T@H~+{||IpS(MqepQ=m1Xgy| zHqz%|HC2Y_^Nrk!?YYiXS193> z;ELFVg~S2C86ADAB30VtWK`C7CfZ=flsqt^YU=1B?Ci_yB)09iXRicxu7gJLHP)MO zCAPVHc{{X!b-&(ThO-(C>as`kBMgjF1+ZhB5nS(@L zE4cYg{eOq(YXnCQqtLUmLq$pt5A(xTn57(`8TIg@>&D@pPtO*^fu#_#`tTV-i zDYe(%9Yt$B5;Kmin~rwcTu7vZc$nwWu~;4-h<%=B_Z)t8w{q;7HOW!{Fpx*`ti2R@ zdTj1aK4ag|X0VUK%^$>PXatLE=g09M5{51E>LE!_F}e&I^%WK&uqaHeuA%Q_xBoY?X~T>`Qvb`x#5)dHCn1ri zV~?T#0P9jnj4fox1jZeIpYs)?vqWsqYSZqb)NG-;faW<@BR#!G;aX`Lh3Gz}xGxB5 zi)V2itgVY%;3c+m(PTe)KOUmJ2^T#o zIPc9(hs;2b5;^3LdZp%*Ay@2ik4n}>+w#_CqXAp6>VELZ6q?fDo})??IRmF7-liBM zJ*oD~=fnr)QH3bvboI}AXa|9w2+wMcMBAMD)UlAtaZeyJ@_w}U73@NiouM=T0N12$ zX^u8?&PVG`2P5#L1QRyc*|D4sm7KREE;ay3JC`-3BIQW+7_6_65coqC<6p7=P zXknaS_alm{eJS&ikn*ZeOyZ?0waGadI2avkF7i|6ZBg8gNuiWV*FJ94`>>J5PjT;3 z#d|K`Ndzm3aUObbPxGmiaYGI3f;piH?q|-}k_m=-^I8KL z`qdkx{npSr9FNAW+vVaybCL!r%VK(ob87c2f+)*KSZz=_Ij=|X--BbdwT4Ue4=Cqh z=)dA>Zwh#6Z6J>J=w@~qRX@N##=5qX%G#xQG@}&%95o zhPrEONlw)pWRM*0K7iJQ&vwwwB$qx+NH)me^z{SYxU0EP%)%g5Iq_fvak8#(2Tb)fi9g&tV35^fAIW^0< zGf2{t)baEcwXM!$iY+}4%%gOt{j=7x9wFt0%BG^hbrc8hjGnlzqr;a7 z+Rcorz^Ivdt~IPCWBauC99E`@4c(Reajb+Y?fdK3Y zt!68AYK}Td7;t|Ipz!(k2^r`Y<~5|w_o@xZsl5C#U)1sU$~tPpwZF z^R5ZU1GQdjQvey^x{+PH*3e2fB3OiI#P#V~dQO`6GKn2d&~x>utSsLC=_5rYN$uXf z7fsSu2!ibaamO8LB-s@wZ4rRU@(sDg zTF~d*%=<*0OXU9mT9Vs*vzZ?!Xw4^)mgAr`p=WLThdA$^N2N9cVuZ5pKY5Nn3T3DU zc49csADw8TZH%@)>J$1^4LNr*=bVw6&RZ7~rLtTI(?59StE7VEQ4xQ<*&oumn@9Qg z4#3uuN<`6)xB{`hrQ1VuP?OEITXi_xK5wD_0P9znYBH+Lmj?*@fc{n8o50H?o4r8% ztAf|?Zytb2!LCbIn&NoXrgBR$CbpCYJoV37qj-qN zX&)#U#cxhlWYni~pN=szf3l;Rv#@cIoxKG~9D5apF_W4`7!}pca|H__hL7Q@CVV;#%TZWOF%YfGl|GYM!g&d!05fvFPX{^Ar}AL6$5y zC3|9`lzHS-osr(?9x2nO(4=Xmv$MF3jB-X~2oMejUQKYmHStA;p%Jjt9j;lh8blaX z9)r}^0`|9a`IiO>WKe&3AQ|NP*2aMX?V9d8_^l;?Zb2Y9bLcp(*(8DvDQh|aOHYa3Y-;t(1+w(a_Z+=J;yvuY|97d73*yuP*4 zwRxT3`EKIDVlqRof5y2pJBXy69IHDL!?P}WQ}s*v^#*|@g&{6?XLd;S`c*5HRDk~Q zl?Mtl+P0@o%Tip5lCwMcfO1ftKLb~g&urwRvc}s=f~O+~wmmC0$G|=z zyNAz9M~w#|n}bu!qwAV zRy8i|#k@&qEe`oUbwCuj^yG70c9p8hrC20)^C^=6BuaA1KMtn6?L0u1;Q3b3#K(e0 zd8+TP&443xk00GyxlokVnJS`-x;-9m5!_1b*08~DTRW$i4E{r(&aiH8bV%6CeRVFQ zK6h-5cCLNT{{UXNiFGEB{PMf|W~(*f{uTVqTyVA});f(##Wz<_n|ozTJ4}D7fMY*X zT*T9-Ozu9%`qg)mNjM~t=qOmpJvpwJQ;aq;l$?Od@6cd+3O6^P{A)(fO1->ouv?HJQV|v%$l`%q+MA)*-mWfQptr9BFR>4JEqKM`UYU)s||)!IC8{{UzC zKRnkgY_v6Zdl{O4hFo}x=SY)QzI`ev#lW^{NGw^7K_jThC-JT8j|SMpt#hXT0K~HO zR}sCx0Q)fLYtE_h6S9_Yat#35OORUK=a7+IHO53wm zv_I(V9wKsLW7Fweq82TXe;U-Yx|%MWiq4{a4I>23uH#UKZ7OI%D&%8hjzvHnE%XV9 zAQFr^_dE)x9n3cf6~NEEDPOcQ+Mzy5w&_Uk=qot2YYI?lnz~J~i%5krjmlX5Jknl~ z4U_t3`PQAVU$Z8CGm63S1co~;s(xo|0qS}RnsVloCThrw!-!6wb3QqiMk7ALw`}6` zETrIYNAjahvVzyc@!K)n!45#{yw--D5JrJ%2jf7dH0D@?5_8Smn1G(p7m< zAw!w6uZ5b^Qqtwo?&etLg~^DP!+RC_S9zdn_YqFIUaEi67yV56;$i;)#aD~p%N543 z&u7(+M#GJ@(%Q>%mXWOYGCLvM7`NR$u|-KMU5+t#J-l?I+N){JGikQXasIf(rTFiP zwOIhcfhWIyD!!@2aK1l}6<~lHJLNoAIuzo7xSjN zZnIY%RA!Oq659d%L%mMg52*+^`M)}t9x^-B0Dw=Sp=8=hlk_wuI}ed_$m>vyuWk)Y z7&8U+H7P|ajB!ra7R46zsAY^dQJS?ZTMr!#K-7vwS+KE^e+tF84ASo;upJ2q_|DXjbq5BnKNY))>}sb2pQQxznugj> zHUxb3sn5Mj(T3%D*Ko&UT^EBibE#@kmt4UJ-udWHVOX%*%XxDYFrj%Ju%f+-K+&Vo z^t6Bs$bM-b)YD6wK-keLBLkoq=BQmuB(tPSO0RR?rMkOVqbrTfdXCHWu6}FauJZY$ zxgANy1ytu4=*JkhsQp@0c@oYR!6)X&^Cq(2Q?#&!{IaFg5g*t4#<6cNu_TPF+m9K~ zCa`XwMpMm+o3k0sYvnpMn*C2-GX?@?^x|Id4yo~Jer2$;E-L9&73OwQrNGU zJj2{z{c2v<2JCLzx@8ep37$u-J6$46ix|c}Q|33*ii!mS;Xv(9)y{QoqxfL}f@_v8 z^Cj#}cXu3(gmB+V&Yiz@NXf-ia6uzH`x?@+gcxMq&eZB^`4lxFO8OKu*WUvv&m@YN z9@S4yJ7UN`#A?wznyGGU4Tol;nYhJD4MjSQxy=!h=CL(Xs12)0-xZRkHGW&D%Qqx?n+R}D^D@Yx!ivm5UWaf>C=j2l9zn`n5DHDl#@ob zxr29Q=+osK4wYe4FB$9YO^k8>0M^Y-kC&j zYz4c&e{R*wcrSFe^F_|lCR>kc>x%;+1E8(tCg72z7Pm4rxdc|r(jDLD%}mhp!|8RX8IrAHU~`Nx~E)5Tdx_co2zkxanNFcBbyLl zE(cy~PB;LvV~l*Y6Cfu8vB0e;Bi#gu2WkdY^1sn$IR5~aXZcn(pTPwC*GU|Etyz6i zxyT2W>TKEO}5MRHnT9M5QzIh+pnkO@I4ioK&gLWXu9%|<5ghrXRrCTC5hweIp^zK7QK0?uBSb| zsdY8X(78fdLc@!WrVr%ZQclHWtnFL6d!zJ8OP=M(q6U2&BQL&klRR8 z?+=&FJ$d)48eHpZcCy@e9mh)PHGM}MS3`R)k#nc4lS3ORP0B#Q8T71u0^xMl zksdQ2oOed#a#zzelvS@JQ|v=7uX}EZZ>T`wK*-M(QfY0qTezaMgrAP_$8eM$7I<-C37E9;=s zaAdohSmS0cepLgYs+SR7+%VjmRCEHp$4T&Bo2TgMX*>xu#BP#YbGZ5+O6K+N0m%tz z^zzP~N{_rh#*(bBpHnNW;T>{4s?D4S8Y@%$$ku1{Xo?XQ^mkPY1d2N1Xxwda`qgKPVa{^CzMopr zAu;o4@V`|3Gg;F3awh08pGwn?Nn;pSBz<_R0&U$u%~Gj2^(E7bIQz{D?D6jp{{Ved zHhM+H<6;O4d)HB@qf2g8dUwrR(r5CmV=-WMBi^_6@=&>xqZca_^v{QP*N^+nss~&e z?{puAdQ@^NU3~aF$FFI+Mw_QZ zvD#Wg7z3zLllaxgU8|BnuO5rWH_F^i_*L}rjPAd^3{SICb!@g0r0==i>N;kheuXaW zA(ubiOya!r#D5Gl`=HWkr{{Tj~Ww?y(Q`WuH!!{ah+D)zQu?4@DkYxqNHiQG51Kig$<1KSW)iepxCIatr zl^c5VR(vm}pA;9>b?Num*r<*>boo@AbjPRjuFq*IkW!aJoxwr0h48S@wQm|EV`Vv*14rcki`(={#Dq2o^j+Cysc2(6_b zA;$2&*{2xaVM&`h_K$aG@d#V!Q%4MfGdy9B$hrH&9)`KyVaM9<8&I||>MmDkjgBL6 z)cpv-sC1#?3;kpJS?+Eko>V3)i6c8DBlvUE6;}58d!0_|O;nY*bDhi3aoZlktw-Ll zuc6QCLDEGma^=a-tyh{&@f#k&?Kc4lqe zho`MqQNc74NC2KsYE~ge0pxV6O2oHuh!2~`YPTA;Hz3cd)o4a!AdX0@P%%OcDHQ}* zhYT{mkF`#b@;lSxiW`rZl8@Qf`iioa_c8U0&R)$C=kn`Z?nhK~+(?s=k;kyBh^OcW zN{Qx3Q+r#_$5P3FD%F*{-VrUw%OCK@4_~ciEw0TJ`b3)A7rAUl!sq6b{3~iG(ip-g z3OOgasMBhwQ~(Tc1wG|RA};I|M^Z&|N={lMSj8=5S^I0n3EXzZI-1N^H}`_>PxVpp z8lLCYtA~?QnDtw9JoDH80I&S2#ImeuwJ@lo@D)ltirq}xQ+McGeL|$u&4ZKS$E0`m*Q`M$^e<71ziK6%l+QL}pzqxzKkmM;Cj2~QguEwg| zTF#dOgg#}%QcpWHC?YNx9&m2$GL za49{m3wr}~H1Po0^BDN+G!~VG{AjGp>&u9lmN2--2N|l?uXxwdtIFj; z=hGED`jl>9deOxv;Y(Ifw45F&`q4lMv3*#PeOk|C=2c&n z`K+vb-n5yNUD2gybkPuhg!SgMZsJ>*Jmmv;9OJmGXu;c#o|U0ta#6gq$UQ&8h_fjz zZj8y7kD;bZ7n=j7I*-<`-$CU{+egaWims}0-iGWosZ&nfDnVOaM=!z-Y zx%rNI*By6yB{FRP09L02=dEb!H&V*}N}rS-aa`V|aTGDO2neSf4yL)`@5`B;4RWg@ zt>xHA+1%krOn0m{noF5K+COxEbb8ZnE*|P_#1MmpTEA;)(<*4VcO3tj@W1*hxr*D_M zJk#!wKBadl8N&$2;3;&}2KPAbGyLl!>Um_jlVdg+i(q<_SksG?orO1KPSD0=$zJtf zx09w_NuJmlteG9j!Q5)~&R0Q-K0%f7TFNb2;CiE*|S3Hf!U&g5JVsKsq&(GZebj|P%g$j`MjHcly$oB(Pp`Hdwd%b^Q1 z58^dh+=072Wm=Wn2ubWSRiw#*Sbxt^{Hu7Ql{Q=*eSzy!+Aqvcy)2QK;M~J&mg!R2 zt`nSd>sd+YG_@~AJ*s>&4=)^c090#T2Zi*reSRc$K1@e*A5+*?30<0_uJHDo{hgyC zk%?sa-|A{tbM{Mu=NQQ2u&dHJ0abpPu4h-&6{c7iC`^_LdcolAWT1JjCN6V5A)}V?fy17_mQrSCH3b?Bs3q(z)+WCw! zHw7I1dserV`^6XpcJGh!YejUQvD?Oq2J(J($LCLm&mo+Rg!CBbJ5?A;S0>PIRvB&` zhs)3(U!`?0OeKSG@9A8$R-)Q1$M1IbtxGGFf+%8UKR@IuqRga?sX0URtofHJ-sY|e z11DVZRgWlrs@VoEz#E_MR*jxFu=OuU&sq@1E)h;cTx~@kkNYEgQ%g3PNuBhgPUI1>Ml{zRLxao@Xr7NssiXGjX(Xa(Yx^ z)gyIfUy$^y4;N}OSy)4D9y2o*Voy~ajcW+D>oxR?a$!qL=-r+& z^A=L883Q=yt$Gl$M>Dx%8;eL{kqx>|k||i-$KChMX~$(1or>NfTa;xW9u9x5Yo4{b zxUqu`4*OZZf<^gQj_P|FzchBz*~2}A;Ij}K1NXyyJt%Pm#5x|K0ES?>L-UC9lB4Kp zmvc=exk=|?BK_F*VCS`HeZEW8-7^%HKa`>BzlA}0G;0T&aQoD7KtC|g{{X6`UA;%p z%!2MH!E2(%QP3WP=}R*fk}0OjfPPTDe-l~q-9Xs_Hg8PQyq8x-G$=xx1X0x1u02V) z)Oc^hH=ZcF`$UXmvO|WG*Zr0EuV2&j+g&czE$w1h(MC8NpQ)&H8$Yn11w9u z6m&S|ud{{sHODzQI~_2Eh2yO>l^uBc)NEP1zb4y01S8OO-WBO^&M;3FZ3HNQ896BH)HRp!&f7zd^)*Yy^Nwk*&l;cn(Aia*2fqa5s-HeX=z6K>ew6fObB(o-1 zr;NwD=JY%fO(1N)^1t}hE`zwoxT==dEzD9KvM+y8R$5cQ&q|(FnA1%WkViS7O3T1B z$tOT~IX;4+F3s1ErB^NY745NMr#Qz`=qM0PIppkLLDr#1R6U2iOp~0Qx%?=#wjQi5 z>|++u#(-~@RZYj-*5-wyYFDzRod%%MSWMD1%NgXV92_5dz`1uZMp?$uDw1*2n$yzO z`%1KJX43Qb(A>09LU|4e!Q|y`(_-dR~R1+h1AD6xY^+&0C?tm5(GJQO+xz@u!ZW*L1ja z=ydmwaSqZ-InVnv&2LN8t*>IYxt zG00V57<-DUZ6|lAq`Me4y6o3p4v$8b6}GvvQI9m0E}-WsJ$-AB*6)(&TCVkJ1Z-s5 zI%M>(V)3S(Z>o55W+v|31MylA6n{+lF-UYm5?#$Do-yQlbj5kQw)2?zR6prW+gPEJoFrjyROBm?P0v{ne}?r2ya-M818tFC?2KZi=SZ5za_ zOAMSJrBl`8mC!jLqK@6De+_|rMN3Hz)>E8=#amY@+3W3D_S{Xt{w#1SZYY8ddeVxy zPe4ZwxgU;uR1>%ZZ+f)Lk;eztvu4PCc|NtMqO~(M86^#|3Be!2I(pW9q~u-Xk%!~0 zYHA@`*|JVR>?@pE%yKRQwOz#A4QbZu1rA-KR-R4QW6Y}xUS1^}OE_yNq=d+#gZ-(Ll}(U2m*5 zo>&gmhVd1X1b4+*vbZredV|zvr@M?X-Z99}0*%g8`CW?X7dy{ELCU^Yj^Nbl0gr*{ zO9iCYml44VZjp`v6y>Byi}#7dFMkpwNM1s40Is`0@RC}Up6o1>bpVbR=~_Amha=MA z-1vFh?=k2;mAs@c-3OldspWDm=@Cd8-Y?w78cx9Wr(3MMOI%7Ak;oh>(`H7QHmsXd zIc6Q`3S|KRA~Df>pL1F$Y9}FHP{pTw`AN`Yt#dl9_6u?hgl7ZzMQiF8(Z&oB{KW?# z9tCqv589lwwp9GgeT8LJ-`z%()wO0Op>oja(p(%ynZPHht_tSy?q$O<*_^88w>(d& z{iL}mTBJk( zDy{$nj8ouU(L3oxb%oo{0o^3v5O9nR_BJAIh;B?j<;9RmW`Ay-w)cXtNdj(zrl>Q(S9E zbJy!y;i&UQ?8>a|D;)>gVv=+F#qs=0(ni(l;som?BHq$!AZn2%GEb5>P`U=UkK5n5Nf7QecjDDZ}daN(4 z>A2G`KIPlCPkO`fhJb9X#r4X6 zq)I+TKfu4^T_wbu7qK1b#yqO*+A8EE38iMw3NSgZF7ZXa#aO%y2R5N;;dxYGyO=?~qFz0bMVH^w7;E+ph>Pg!=cc zUR|K758)Nk=vu6{3b8jZlk+ZmeJf3cR(4i9Iqg-V!5s$&6-Dj*whPzPd)A$u%vX^K zBYn&I)TRY4Sd5=~y%~aLXW2Z|0mc`<9jc|`0X%pdDec;}T;WR}z*b$LdWIvRG4C5(FXsV*TBN66%N6^*A~s$58o&`FP`Yjxzt)<1Q) zKhmg^3i8mdUmur4Sd!&fgI$cc3UWr;<~1=Fm~n+{@#$RkV`HY2u3}v`2S1fy-LNMH zweMd9{S7FkgY)KHxlgg9G{{ZXP zQ<93*=X;t~7IHMcY$M3HPrjslt@N&fAOhs7t9Qq(L1_!c3aMh)QOgRpH)D_wp|3iv zPG&TRD;#tA)W~^U=ii!vdLAl4$;aVXm14uT#=tpK+tQU?w`aepH3;N&nIXy`PXpFZEpW1r_-my3g4Yu5U7WGfPhxwr!+x}7%3t)%lFOn zBxj78*YT^{=vR^H+I8K-$1GcBS!CQeJY&+ZV3^z|pD*t%?c5n6-PC8CS7$F%1kDR= z9{W(!zRdu8izu6WM7Z1swQ{#MQrZ&!X;xR-szw|R#=VzMw6+$hHj{rgnddHJNmT7{ zdgM14=e2NNFc&i2&Gx}=CV&7Q1i+Agdo)5$_6DwwXlhsX*HK(tCz!xwd8_w_zpWDL z7I!SoGBPs~NCS_;x@|JX)>$Ej*6w@jRzv5f*@wyWC#PD<*R%*U_TH!>kABe+lXLw| zT9jL{Hf9&vZQ*UvVfe-wdRJ%g+eA#lQn%)E@UB}8Fwkwd9#x%F{Q0M2{jOR7% z-U6L2{3C0y1@enV>IZOo(yJ>+La8guQ>ET}bfm_8O<0QGJf4+hV^tghT$e{*GFutq zHuNZx@5dCbO~#Ge$SZ~H z+3QZlNsnq=QV|OxxZ1!G=tgTQ^TRqt@IGynVUO`fHlNb9q%x}jk?tM&#Yh0Bs2mOd z0K-cuvTbK*+puw;)K@uq;0Icsa54O-Q$Tn<&7RG&#WP?Z zT;iUvImYQ&k8Uf~uKpKj^A<2oac`c%vMVNkh1ZGy03O<;ZU;duM1LyN+A9eyP6ukI zLG`HFkD;!%>*4;t04$N)%)Y56Kb>OS_#Y zNfePBOAL|v?m{VYTaop88Ur_LT zGFr(iy}jAoC4+*^j)Ya83hMf{nWn<6rro?de{|8N;K1|KJXKq0H_*ac-pbJ#y7UN?l9EdVtdIF8qj9Pug5{ zz`!~8$Q5&0);veylGg2R?Php_OM#Xi*$0zXz7x-7CB~|6oj%nr+$(j*B%jWz3E8np zt&HCoYr40G?7!h3ofbkP#8-Ly@$?5D-p3W^aie)m+^AvlwmRayZ{qAWml|H1C~@|M zk(F`Ot~vffyrx@~k_3h@LN8H@=%SY{hEv~COI(j9cq^FzEPXpyLnVw8uQ;w{+`C4k z^yKmRR+M^+MSx@kdzzZDlhqniYpFE;A6CxLKLc5^_;rClC;mHHi>^Yyc!Bh4aq$JN zKKVa|W~Esa<4v6VXbukv`WkQcMZ)l*v0KgJ2!Dn*Z^EldtXxVl9AO8kZ15neYJCc3g@rLc&T%Ve)h);84#%?<~3aR;s>0XC-@V5AZws+|ygQU+|`hiQdq6ng;q?G2{@?)Cess0qig-(J7%Nvu8W&sk&>9n z9A_P>Ekg2H8De;Ry}Xg0w5;16i0}R#EJt6uVsSKZ{Gj&)^Ip4PGR)qC732Q^4(zk6 zeWjf4j^E`U-VOd0>~YM>lRO`#a6N(A$HGR zwA-gL%OkHp&`|@pjbj6h_Z=%6>TH&V%rY#ohC`h8sC5i|l1_2J6x&;7i2-IRaf|~= zdv5Z>v^mdQ9`&xaGt%ZfKP-Uf9s2aHf;SRItUHS5)BSD__qpfVwyn?vSI$8csg6X( zvu@-Y$WfE%D$JAPjPh!P+_zuxs~lB|HpUcYonVPA+j^jX0Y!R z2`~@M-v+R%uC7}WH~qt9fh7IYRLdOle_DFE2LSQY6%*i$`c@Kp5-2=z-;8Fg#Bf6Z zG4-lXBF3eifKg44RkR!#7=1+$xYf>r+GlqA!F%BGT1kBnU*63c5O8w9b6l%xXz(({ zB0KCmSR4>*mvbO2B_;XciRQW#tXe&5%mSxOWV3hX&fj#xcDUW6y4f0iqya64Vee!9dX{4IRvYaHm*57v^t3uNjwgi9ewGb z<#vy_52xO(qY_&h(s^o202KYvj;5(z>Wgg=L_fUlMOvBF(|a5dz|ZSk_N{Xiag>J) z^l}>2dS>H50|IhIO;~x{(lBUrd{M(g{nC$~|3b679n`c!6lU(+rtbLYSwi(|fdn4z+tvNJp6wYs4yAoeY zBV)83tCQGQ1$!_0W84-!GBNsA=Ak$4T<_(M+@IFDo0jt=3()myP)6%PZ4k|HpyYyb zc&&jGMo7<3!lKcwi?d8eL4XZu-J+|8CmHpur&V+EoYg(;M%rFaYan=7qjw&)*Xg?C z7sJYv_fz!RdN-ert* zf8t-St#m5T-9jEVS3}%YrkQD+we7z5XQDwa> z1{Ke(b~;|5bt@SmX4>FkNbQb>yxhJSanyC@x_=Ga`FfJC_lY0YoRx)hs*dx`jpL9J zD)8eUuhO~wPaN$zUr$QuudHL6=lik&!vos5%~lCxmvL|Yy>it$DC*2>xq=>tA6mto zw>x0>>zdHIVnZqG*w$Ff9zPLPO=)wcVH8GFvj?xGb((dtiUn6?C$kRz^-oE#S&GlJ z?p`sD4RitwbPbGfF<4?M-$N@53662sxHT%S4>Vw8d(_DpW($scS0%#30up#1tzNXW z6Cfnx2d!B;Ov7nh9QDBIT2{7hkzx2C@G(xzc4Z5DL@vK5-I5M#VHe9yss=rWO0NtK zvVuY7i8XX7>+92+5@BJg&5`ntsjhBs5yhv;sow_u^rTzE>ZrX>;%lP2CMzq6M+P|A zhu|yEJUymAh&5nk2kdYi(r5UOVffco1#7lvHPFh{bWLYbv729(GvxIOPs|t84@&2t zxp1CHCu6YOGuFO@2%cGwYV6yzE;z+`MyK%KSWDR+$)TPWV#)J_ARlAJbyBXSq>QRj zYgBqpfpw&5z7VrIobZR5FsV0T*awbTRqG!(MZm_oAW=?yvFxYHnCsn&=1{9C?Myc2aoAgqj_jW?2gaj^~9H( z^whTVnE{Y_mjx6qeKF4_wR~%(PY#bQ%(qt2pu#k8LKHdUx#XJjj}CZ>=fnDv-rJ(I zfl7eqj%%>i|=vY+g#??8U+}q?WM*j6~&nt{*IMoOR}>nZ1fhEyhZhT9c6+ zjLJDGya7x7g>}@Q&Fi7IwvO5mh&pvAsi}`cRmvAIAktPK4B=$=@-^2@h$hBy15TwvNJ48}92tnk5)11~1ha-&N-A8vENC@0`+;Dv} z+nVWwoMU~=WUlOQ=>92+Z8{?xg$Wo1JAyDPGgZ_~I`zHny2&paCJ_!wAM@U_HGLI7 zw2$^Iuja^ki>7e2`M-Fo7r@UMjb0JXFWjcIOWhUalu3J>D-_pWDI(nYPu+9tWe%EaZ5%*MKp0r=L= z%THY!QIJC%F70nA=-ZA+V_I_BpSnYLmZu%6&wTT{YV*qXFdr--=sup6lVfhv&$VO` zliaoibUr!M?DZ{jSuC9zB~Yc8qaUqva5u@da0%s!u83cd$?i#aWi*l*5hQrW%jN)Z ze;TYT-=PPeTKE3|0L2Vm3$V#n^8-8NbtIbGlG99bM4El8`lv>^8oig)}Xx(EFNEkEzrqubnkmOgP<2W(ZCETx%(#S_SV z6-lq5*G17`IEPBKEITYJf2CTE*J!|wC=>gUpr!2wk>NHz5Z3PsAQ>e_DoTD;Z@2Be|%!$`ia${EWacQp9^#g?vEq1RCC?vD$yfwXrG*AAFvs zx=$Z?(OOUJ%_?yr$w{OGC+H1%tO7TY)=sCUYpRSb?=uO?`XZTAoTwysHD)(w#!9Ch zN$XC#ia4bLJnbVSRjA(HXz)VtIvVJ2OPQoHD`Rra<*-!)0gCmh%-5C*xd5r)5Naz} zB@ubBNw+8No`$5J=1C=jIbb`G?jcX!`c%Eg&`9NLIa*7YnE9tUrd>PrWi@jeRQZ z#pDvfBCsmJea97@Y&P04M$0$eQae&z$K-mK!)TZ6(g|W^yNnE$AHaU?dWEJIJPuD& zT<3<;H_@#wBN$mBTnu|xQ4h%wTnyKo-R9ZXv{D`$D!J-=R2Nf(h=4}pPjw7=9@SFr zC0Kqzj%bza5lZH3eB|&s>6*D=8u{IuXvj4T5E-P$AxBeMF+#Cp3yjuqi`=4D22w~0I}cj4bs6P#-uqEc zO36tkXw}VG7!%XKJk@z+3zNXwGEcQO=H((l>ca$X$EdD$^7ZaYfHr~Hcc&?+jCJmy z_XLG306w*z&B6Y3bNFYiJz*p%J?ovhNr27S!5RLQS+y%r`wM5DxT_aXF}0In1@V9f zTIQNIM&uliS`<5tBSTSTpJT+^m$)6PGm(>;o-N4#04_yo!Q{(@o+Tvr#avR@q>OA2 zr>#l`;m;?zt^WY*TWObcG8N|sxTwd6?i%CEh@+Fp9Vxi6nI1!S1dhgv>c@m7+B0-V z9S3SEc_cd=aH-?#P%k73==?RJzN>mO^1&Ge-}+Xr?b#SNq0snePy0Qznw-NJLK8lN zsjj0L5lJG&WX!9(mfO__r`EY^`<+w78oNUZl4NXoVDtmmwQ5h{ zYs)KDjwe>SxI11(JqLVx4|;A*tqM^|>Q8mzi&Go1oB)HM{Q#~{Rq-~|EKr#w-~xII zv8(ARVGh(|AHB2c>5kX}wL8(?MpK%368baVLT5YI_?IBdx{P z0P?BpOt7#w550jZ4gn|ht+?&iciqM*%1LO6ZsdYh133dds^oZ)@DCojs_$*EWll-; z6xfSK;Eo9WO<>}Mqu9`zEJ#ofyTwk!V#65!0C@3Lp|}QBX*fHwY3(nWI~50$fq_wC zNv@epNWfr`lT{V4n9oyIuZTpzISMh-szQwN#TXotC=qV(?z&@~g+R52(}Aj$&kQz? z!nLlZL}o0&Gn0YqTzlM+t8Y2Laa&V|HOOwqUm?by8vg)!^HiJVO!eZf+!Z#~>ZdFL z%~70XG3&)-hE|OZ&WCrWy*A@8NMez2%6SL1bb3yjB1N8c8}XG~boZ>E62awPtm-~l zSFgC>)`~q!jMp`h9+d)KT(eH%J7|XKT%LpcO-ZV1;_R$Z{_55~BZz-9?^t`sE04l} zdSHH(`3)_pc?c)vAd^!7Gsqu}W&#EX&P7hQ5^TnLa!Kz|C_aO+d@1*;H*ghyF-Hfl z9V+ZjBtSvy?^116;DLkMrV?;wbtBBIWzEcXPEK2x-lfn2_$dP>N{Igo8u^if)u(6`$D%^xL* zCyGs8!rnbUbcbre8Df1;rC^h0?#pA&wJ8SRoi+@gty0sih1Bx1}6f)j5jn{ z#(NsfVQ~u&nn8})>s?M%(;g&{e8YFtX1ZzOoOF`8oT>IX$n_hTkIcbd9E0@~lIhU4O0Ex};;Fu$gN?c8*A>#L)1Q%_ERoyUYxdW}V-T(jhqayae2!JcjGDUOu_JFTWNzQRy{l&Vn z=NZo#u4h%Z@}yoflZxt2!rbDffunUkhaD?hN0Vly5&r;dztW#H3d-3WuR&2-rrX$< ze|S~5bO)w3JdNIiIj(D1jads0{DYe606%9z*D5)#S5VIBQwJG1$7<)Rv8^4>7Wfe< z_4?HaIJsU2Cbcz1#JR>Zobg$3gXaySqf&>$c1ZLu2|}dYL{&J+dsv-HnACBO z2TJ5TC2$i^SjqnYSeX2J*LJC&rE41vHhOodEcBL+TuP*`W9eJLKE?hy0oa zbIk2EU$8E@C?FS+!u?4ixBN5VEi~vB?|)$o)6NWz&b)wn56ZavdpR`?VRXgirMNz4 zum_ssYI~6?BmqF3W=U{q|_9nC~#$-q4NDE_pY9f?`McBG>w7f7ci-grPs&H*(PcGKNCIAf9DrEevTynnz6^))xjqW}TzRqVTqpRt<; zmJkiACFRb+*$0!1~50+V%CxVQ)pJk&WPQbczWWbj6PYb#pUZS*}c z?p%43bVyX;n4X`7L#t}*r$me+^JbO8Bzg7kRCMhgHc4dHEsI>;WUPg=k?1`zDbt5D zyAEv~ra;%Y!ssO>q^{&e91=BS(wiGyf-9G~Ro%!` zY_R&(nS3#G1Z#SA6^+Uk^Fy4EV^t*Z_M>fcvBcKvv@vEG3J*eY(wdr0?8ap`ag>D% z<>VkX4?&)$tI><(WXWqh!|gXx%OaKvk0JZtiLY+byeFY)nkHH+dzqdw=1S@tcOS#; zUO#oFUBh=BlgzSZRn=6M19v0nYoU@a6?jiek)*X|w74M>NgqB?`cXTzWW^mGrzPST zVYbz-ptf8^<{f|@2d*l-V5DU>jyYl)qiKxSrKB6aZgP6ohLd9^rK(%m#~Onypf9dJ z{Z+Ta9Z21t-{D&}vGA^)0}q@+7~|CQ{cB_lHV$#=nrcR|#)vpXP%(~xRPi7!llMh= zO>;Y)n<7ZS9nZ4ntO1_Cl`$8&{c1tzD^#pVpa3uc9>R(>6SuJ)~|&Q}W~sE~r#KDBB%A-Vau_QfMekjb!|DLEMJP!dd~;X85MccrTW z@+HNgK2{ww${*=brlAa%qFDybqW~XTgZoNVLXM!Z92%_BAdhK6Pq?I`+;=p!4Nl%@ znl(VqdOxLT>DqO__GP8Zjlty}Xa}l;$gWT;6O~iPdi7rc_&Pi78XMg~*m%{SO0x|iXIM;Kgww6DQaP6TxHsO4_;TOxO3mAEFD=OYxw zJO%fnR|>38VM^g+lhkDrUrNKVs1i`Kpy-`W<608NtXYZ05R; zjUUQMDaRh4O1QMjOwf-^f-%8wZ)%?2-aBx15?J+PP7Vs>bLmdpJLJ}-*pr`s&WewB zwG;v6cG0x6DzDySfnKeqTA1{>thB$EBQspG^gZx9pXFY6;ixTcbtM;%T(h)>#sM5l)2a17rm(zQs61ASX8|U8+h_|#$BH7i zjDm%xZ@Po9_ce>4-Twe;>-SfeY!PinaL1>;X?v?8Ep1uQXc{CsJ&ySTnb>AW^!60D zGsN%avnWH*lhhCCT+fO;Z5BSur=Kx%^FKv3#%jJOx}8s(FpM`D&H(lv)Zb`=U1V$c zuT+A2mrHgM9+?C3#c`q_7+bIU$xdB|VN`Cly`h%a7Gu^%{(_{@V7zhAPk5*A;PxWh#=BKiTIj%xVpyV2b z$nxXC$;NR`fy`2?kKsA`)%7ExYV%H5V)G&-fN;R}symEjLY{M+S4O2LivyH#)~nfR z%Wgc$0BK3%&{fJB=tOF1sgpFOSk)bH-OXCEx0Mgt1R=o~T%1*nM%X(?ARLwo-;HR6 z{t>_f6)~r-p(*L1$XvjebCTq#2LOZ8xjBg!j2kLJAe!xOBv@{49AJfWfIVxL)oiD> zk~^D(J7&uP-;Y|_i`AlKwa%1ssDIfQtt$;bkvzkJ_Y{hy;kjbeEsXECbXW|4epRV^ ztytMyBnhHgX>&=qki|yjKl5@IPc!HZ?2@j zlQJ;~KH?6GR85*3V6glsaz)dMj;zhW90ScX^~Y+_YXU*q=kXOE_I#Y<4eipOGB&y> zodtxczHtaIzt>j6#x0?a#GjTxw`7X4o+7*dI!{dpDOGBA#*0bJtNbGOo-A zen=jl{d$?n-$O`6bsuRA(_D$&&f-Fk>-ts?jxHvS2;vf9U5G25xUSj@b%j)P5w1_x zytl?$iJw)HJ=uyAfS~v8YU3LrUh+9BsXur|dT~}_x$?CN7PzM{1SJ%>!^@Lf_D;=Y##%mr(_#6R&?NOA#7#Kalp-_QF-1@#(5Rtf^Yfny` zTt$*Wb^F!J+raMMCF$~$Sx{kGltjE3$z;dUrwMA8+=({t{bw&AzC!zf-CJ~F3Jab!m zxhXadHn`x{Gz1wy@0?a}_)h1k(AiGbcM#6KQG+EYJt_<&>Wtn*E+*O5#cYgJe1C?+=>MLT%iP$5)0O?U;Wpu7cVpRcC z=6v?2C6ta^cglNbyc|Z((Dwh$!EZ-TA527C)6n z0H!?awIm0>BQ+-A!yxc_RVxtN>NUs zk8w@e=nY5#H8r}AF?i3psamqzvNCLZF=uC}TwlX&i;IJoVtRVx(zJwl9+i3KMDNKQ zW2vg7mgN3kl~N)tlEaOpU<`ETtI4O?wc_5jv_|GJwPh>w0rjA^92NQ>dSsW@@Guik z8jhr9nr^~tQrv12fHK|3r`DXrbZ?lRiYq1jL14cqxE|ywKhmQA0ECN9UXro(I}bD@ z!sg(S)NtqNNJ%Fo=COx}tTUfG{{S2`4-il8XFlM=q>7athCkbW;l*@ zE$_uO^#~EsT2(B>02JnxnOYitVCb}k`;%0X?kNda+!DMT8nXlvTyh2%xivc8!KUJw z0H?xL&noTy=;E!%XAFF>-hEA29*O{~j2-UDa$O2ZX!D)Z4=p<&IX{hDSRz0GL4nX? zr8oe;)|%1*S}3GN+a5>*7^usNiKVEElisDwY9z)?RAxeI7IjgUAbXmHuH#+?Tj(n{ zBGN3DG{V3PlT_O6&k6v~N`$nMV4U^uS-JKq#fh%4xKGZglFr#V`qZK>gr3y@056PW z9y5xYHuWm$9KNj2ABgN3EabWJBWX-&_lWfezADDQ;;lCS07FQvWp$Xaz+s1phjUty zUE5n~ch{3`3u$hsT=pmCKhnHI#G1nDTIJR3c!_0V$}!fv=*6{Tnxod|MSbEny}D+) zcec2O7C`Wg{$V}6gI?Nh$1S`sUb{X0S zIj?A64r&@Ekc(}sGc*a19d?6`-%8eT<N?jI zcFU;ixRNE(;WCKb0nXFhf!dpS;>}v`UXJDoTwQJQkSFnW=~`MImuac^zQ)Gl*5Oh` zEjgI{(zpbZ>@&qjFD~U?<=HI!KjF<@#`@P(`&^!88aV(xjvF+-IPtuCj*TUZ8I#P$ z_EGYuKD{fo@pp&xgz&w`{7dbYXyU|WBLJx$_25@eERhwG>xAKBEKX>Qd88)vD-g1C)7#`9RchR)VDmS*`?NBQEuh|=tn zPSY){;zdIoYOD}(oO4dR?72`=jor&YeAw;Ytj8WXBj_lGJdERy=TT*ONC@QU3q|rumXd!#@;Q3w9RGeW+Vo zA{H`8suXvxq-~*CVvaRXs-tRw+ZDxpJMgugj*)Gv$r*dwge)1y`mx&|hkEWrs*X1g zbBgov6%?gq(CecY6kd&XufKYJa60{J6}Un&GJUa8PjJCN*uWFXH5W-0X4w_w;ZUB0 z@I9*@EmdIE76l4-5xA3$zSS+=#tvBWJqPJo7WNZMJ4|;omd<@DFR8p?q1pL^7!=8* zRbaX8RAXzjjAVjGb{v{x+FVLEG@~c46x_5k=* zD2%wkBB+UEF6|&0-GVbx<%~q5bf~0J97s_D z@qjy1#xp@*L7%CiatB(W+;`>qQAHFC@cY}AiK0k{0Q}F4FLc?O%Cqm)vl-7 z2*+KHKLVuFOXLUpL)fS z3l6-}NhT3@M!u06Uf8m^{puZ{{{SkEK*{ov^Jbgj*C~AQAL2}r?kisJO*7sWQ?*@k zPC8byjn&bYHKk@{Tg@~Ie7PGL=bkH9M!GUAu(``A+&`@`v~}{a9Hh7VLxWgfZ*4nJ z&IplC)>0}`l6sBWOGB-^nm8>amSzZ}oS&^jsp_!UTJHs3S0B1Sdi(t=lDVFJN?gw) zGJ~9Ff%Fus<^KQ)3_!+nlZw*zBbLRBTbRT7j}euWDn*eCRckA$FE&R_hS_o9`Y54r@Sjir}roDl=gFV!K-hGFZaL`?%{| z)u^ayjcLuxa>hCDNcQo&Wso0pPvh(OQuggwUdEzrIKao@T_=Ss#M+2*G9w$g_3d2n zuGhh_X4>LWjFJ>nj;u`UAd)tWkVnXIpGvK9aUj)g;6Qe5Ear$6QXed59%eqc>sK}c za!1U1k=nOck`{=|vnKB5>R07M7{J9?yS7OTCm(fyz#Xc@aja3Dss>oG1GzMhjC1@x z^-4NwCoN3PX8J1&37wm3Fgtncitz1H>8H4NWAjMGiTc-f&lJ|I(kjSwN~ zfGbM+ER~Q9=BXqFPTT{wv|3aUjpPnGRuwPIngczdZU<5c00C0NW(y6`=y7t&vLwT=vFkt8qMpBnWa&1_xT2%T1E`j(BbuXPWFR zG^p)@x~cMW)GWJW9X|laeKgPNXO*_kk1|YHIjs_9_&m2Nn$vhpy)K?>5jd`p^h0a?i@TRvK z*z`z``V?wURO)LA^^9mEB$XhpeZ_6g>u+o_cB-#6kodl|W?#Gs9QukXEd@>4o_(%i zqF@FY4PaZoCssW((zkp|`>Bg{+%Uu5xwr}QSEm&e*SdD!W30fEA?QVC>DMw_>Wj6C zjp0~ltzEQoU|-iJsY|u5aTp$BFdcj5v4)MJ<*DlkK3MVSD@GB>9-V5fv`pSuJdmQa z<3Ou`GJR_{!cRiOO!6RBBLbP$fDU;y;!z(N-RvrFb1e{oGI~?CpYI=_G`ZuRDGaE* zk_Wjo#Mq%g7z2uSJ!-6)jkJGyc*pz-s!8Gt6#oF0+4>56vV8^2jc@bKE_>${&dK77 zRTxdp?nPCT#cE005$WEkQ|`%!j)z>fEh*iF9=k>}TS5*iQY9qG zjNj)p(<%P|CaD=8(w?g;Er6$KWYu)CSDt^yn%%)vi8PT{kEj9G}9U=c!zSSZQ=a z1$HW@)00*j;5W*r<*DZ%DWKEmp{QCyYPXsIO-o3Q z=KbYKCBrVmjjP(IYIzI>ph62G(L!4g!$YNt`~HkfiU&ClQ~ zpzw!;^z9E$x4Bq^xAR7>(zxYvGllf5l|=~Lrxzz;$AmmPZ=vYc+ijIErHC2iBj?HO z?OkLrU}XL|6p%r*Z+@rNtaanHb86k$uFA+?Vfj+y*Yc{@l3Yh;BU(fyoDY>r;;ZP7 zsWqz|OfQ&DRDpwo*ovSu)j;NwM@W##E2<#sSl|i^1wza~1CmLs`>Uj$G5`$`JQ6dy zhSEZ{$>yAG^9I&V$34BPHRfrhz*F-c0H~TtCy`WV2Zh1uS}-Jbi@A>Zao5taa&q(? ztXZ?STUhrw{ox$@dsR(JNbaDL5}~&tO!@;%n(3d6;8j*?PNG^O<4>zTZPgxIT|(l} zKAC9$V77&l72udWVm1wz{lHp`|K+j~tJ!ajkgvQ_U5-?}u^Q zxPGu)bA3;x8!^#5nCzIBlZ*djfv@^i_;*~?GUf}aqAyB6z zeK@ZrtFyg3B4t3J063w5+Cu@I*08RoNm-qCfIm@DTigNW+R2iQ!sfGFy}X4V zC0B#*Qsr<_v2I6MZMOWom)faq!Owhj%}9<%AcDV6wC3b+KD914)V^DbZyCrWa8EV8 zZxXCvDL56KZwl?}xqXKfrvjiKD-rFQxW>V276Sf1g)JZgmZ(Dyv7m4|(lN=!HQNY( zLqSOn^MB4Ls++wB>L{Ssl=GYlU8B;B8eAHaj6kBCBRJdz0DD!4fWZWHryW?B$j%ry zp{eiU2V|gd!w2hC*QphC$D5`T-57ICZDBp`WtAeMGHgFE$G>Wy2AavA>q#<*g9iTq z5l-j7HC{-XCfymww`!U<+@Ru{k6=u*Whl10j$@yc^X@C6yVYQV-zwqVhwjx+HO*(z zo3jnQ7cGvJah;WjloNM4y)sE9vkx?z+_A~5&38(I*c~@a)t$^ z1dlH~)B@(=ouo6!tWI#OMk>^-wKB85hAr-ot~!+##7F3dtz*5N<&=s{Q$-;47_Ray zUh*N#qEYE0=k=>U+LqTNWzD|a^&oCq(NtEkE-drOl1qs5lenDV)nBn(vjMdA>s`J6 zn`q;Gt0>9i2D6tHhOwUg}dpJn^st!iIg3us-~fE5d5pGw*)$WqmkBUY}Z{dp6O%zliWFV?r3P^E2}^5^+tgSX{f^*wBt1 zFryVHw#^3OC{uKd2h`GyTGxVGwnjx^?{qH6WR{N6x0VP#!l?@hoRU=VD^vSo*&+rd z-p8n6j8=w?tHpJ2ZRLegnEZqezQ&8mErXR95ovBnQ<2|++P18;Ic|Y|RH*=DaBHf! zvWZ8^qt}truBs^M+olCWn`20;ZD$>@$Q+Z&$0nv=00D^{^r=erKD5%C*tQE0a0xsL zk&1T_o!nK6Sava$`D57jrbil~GCq3n4JFmfM4J$P@xM=c+Lb=6#&hV5?-Aczi(_qO ztju|kuUvWx%}YP+Jti#fjmv%G*CMqbSC(chIQ1iwQcEN-qbMpovB>nUs~BA8X1%$# ziS2H3?;4P@9^>AZ!j?s@Ww~MZcpP^%pQ~yDYmY5X?t6Zf*J&{&j+Tt)Y1_DxJJiQk zRJ4hS;!RdVb@nTMZ~$TtIrOWV9Bgcelx=g#`qov=g5O@7m}Fh9erG4AC-bfQ7)70` zp<=)etxf7BvFF}1K(}t42^*ARxl3fr0)M?-kBkDzb?2eo8v?t5?kky!A1o+7nKhb~ zk=Ye=jVPoMTIBZcSG*&p9bd!<(i}q%?;VfmD+=O#sEBfNll89W!!n%{P3L!=FU-s7 zQlRa06(*L4prS_>0AO>}npe7pB?X)xT%Dr0x%JzL4-OOQ*0bfkl0%nvB>I|_Li?CH zr)@sFXBJ1ATm6{$ADw5*;-G^NK&$R+k!i`M842oZRZ1v_IWwT2#CMYa0Lx5$D>_|D zX+HF5LDcP}Th@y`!1f-xo)uOS(82M32^*q%VY!1aw zYHHo2A(h{O(u)S<*KwzoT|ibHao(t<+oJ6lKAG)MU1}y_wRm6D)jv1hi=o-rzS6U{ z<~-AuP!4g&If1YRv1&<)4&va zG{w(jrB4=JfreCX(x3kT2~_0s3LnO~plNqf_7M+i&Z0jQzH-ohO;;lEMYcY5bw5hu zH`9aCbRr6?JCFEDY=|E_aqUsJiR}~}i0poq#s;SYOX~3-wP#Hyie)GFP^$ZrRHfH% zrsK}r?4q)Hrwr$TRH?-Y&9c$DmP413+t((Of2q&5X<@RtpBo`^4}5W3Hhvnqkb@uq zcL$mqiUgZ6lrwOv_yJuT#MKQZbYI)uW23aJ!#4C(^TO#;a2l=$1{ce{2}r?Ll^o9z8RUTF@sQ zIH#TkL`dz;LuQE{cj9~IgIm8{*cea9FaH2uo8WH?+g_vVdXz$K(h&r1GQ58g^{701 zWpdi=Vi=gM+9Ig~t8~ZmuR_zTmd8%Dv_bO05~m)x=C+i%VW(3i8_QBjEugqnNnnaa zUWn0x2hyg8OoSmthB%{TDncL`2B(EWoV8gD4;lSy6>{E(hHC~(YdLhO2|r}HWf}DC zUe}{WKeMf5Zl)#M^u>9%#9b0p)PCP>3p{sAhuFEpkMR}gx)hF{AFwm4EWc+=p&azC ziP^<76}he{H?D9F*%C!x4^|_NW>$xZ;$P=v*4=Monew`l@K!HO2Gt$hbl3$Dpl$FP=?vzBSPAHSHz~ zI}(AGVD25T2*xw`W{Pq5moVo$Ee{;AwbXT;O`){kHPyoshFAdnNQ0;q`AHJU)vHpU#cq`kcdFx$M#I*g>l~cOZ`E8++ z+U28}3P~GnWns{dTHlvgvAMEXXMm#tj40#kE2;R6qFcq{TT9@pw&h8gM|NKS0FG;k z*Dn%j78F$qgRt*ik&>vBGHaIRTZ|q$XMAUEEO6z_d_-Qm<5pLz?>hS}T7nNSiU2Lfo(a8j=uN$dXM(9E6D~6^e^Xaj)Y5TgI zcfze?-RSb^lDRKvcScWiJ--89g`5sg(=~+~1%IMNJwxprQK7*;M6U*ky+>XMeo^i8iJPxPUs{D<)SmZD&Mse1&Y|$5^ zfrMd|l&Bp6%|_3+fz5N?6^{DLP`XK#($}5a#s=;&gWtVwPa?Ci9SPu3Hj>auyMs(~ z(A2S`xZF+_tHhzDQQJPXqe>Tgux`YA5qZW>ts^)Fm4P&y2XpyV>(G)jxaZQcFX1yp z-`)e(wdFXB<29crJ@HW_Tv^SKUv^F%Mn^qpAhPamr@dU70+W^m1w4wZ=X+oRGf5*= zsazmNAQO!GQyNu|E0S~96=GmwfSz)A6`Qo@`sTEZOy@Tp5q=Bxj|1kwJ!^8#lz z>qXJ$j0F0AwPM~)vMC~>+w5t1^rd?{g|3Mv0WKVN27z+R3&sZz*EJh-B>ptm-DKqs zMryU)2vLmmt9Fq@+l-!^W~1_f0DDuiSBh3?lY64`+Cel-f;Cnn0f6Xh2g)j02*C%D zT5Brl{KtzIx=j!-b!+gRXy-rXrZ z2N!Y3wRS62VB3Mu7^=|V$^jh?Yg#osSRZO2ud4~WXlKc4a9Ke74OA*uj)t~W0E|5e z%|mk%?QRZnkxj%(MqeY|jGtO@QagTh)1UFEG%8-rEKu)@8P7SSg7syC%sen0(R?#& zCp`vhD$TGYO#Ah%6jO-Nw*tzuf<`4Bi_csypST;ItqM@96esW!!P zq_mZ8bqH-E8=glBG19$ac6&`VAh!VAOhhn`PgeR4O?gMdsN=vkQZd&=r$_B^>qW5pd`BsV?uEe%WXK4TFVA#sfNHRc9&)O=Z|B)>9=_Z9XW{{TTmp0+A0OPyzlZdXh2<+hxS zhB2y<><9SQmfW@?k^2*XK9%S`A&up@n)2j^A9g77`d6One=}@R_nTti_o=<)X%%Rg zmsVGEta2i5PQV^(Zoyi{#bbOH10-X;YQtlQ(Ke6~K>R9yv8l?11p1nCsdZpb*5@a1 z^Gz{kEGYypk@6ga(AQ-SlWbdb+~=rT)QZ;5J-Z@_c$wDu7*gXU}-_f|!(g(F+2-KTkqu)+oWtFf}toGO`4#T~oUwau`ck}0f3&rJJb zf)x%kmh|+lfo-CRFce_*C#kH<%O>CE05*fEP?%a+ zqe$fQx1jo(*3!H=6{8D_!Y(el@;G0o_|!Lj5lM3D%%2Z0IN~8m)e&0?JccKp63L6Rf~z1 zG-qbQj!CXVR@8joHZVrr-zoO2rz;xMi<2;~<@u&Se|FEgMPyAdRb$^c7^&{(%M+d| zj4Ic6Ay@A9C%3&!BXg=!QAVbTXXZ`znMPF(N4ft1>sLf%C#n3+XF^gKmL&V2Q~dGJ zR<}81n`N^8^wRZE&U)kztwv_gRwk9hl(=OBsT9L7?UPi@z;wkh%zbFob}kvuVTx#w zy8*kuTBqjmN+kFE=&Q>PEOgKJcKON4F!bSMy9#zPuny<)sRT$nQ$(k(DGc1>ig$^frpe(73C1dY zuA#E*Sn~#X{V9CWj+I|`y(a!MifT-k6j}3!`82H{TnvMeo()vV zJ*mn&ll7|RWb&fVo$XH##&Or)pjGt-r;R!3nrX1IB}})ltqU6`y`5r>f8K0#sI2Ve zyOm;zOELD~SAV1F5!pZ$R5OwDIUP-9Ql+#-!WSr7cyiekZcXfZmgn@XNOXH}m|J-9 zj1pG0RyAL9^rz;zwR^LDIu)U?h9$xIuyQlntqcLc$I_E^Fu44w+$>3&OxKue9xc}9 z@ekRw;_e``gFOoVR0$OpX**nFj;YOM35eNIoMP`T9bKK8-w)Yen# z4=e43I`k*4M>X~-M%$XQPm`8CdJ559I}w8;ocapG)2$?u<|nvvPVR=fIj+}s0Uf}k zlIjv~WL0}8_~#@XjE+?TEy0+|Pf(_`j3v;ABy^2*U$9ghk9vtEEzl45jdAn%vGa(bQSMG_ zK5r9Vx#C^F?u=EcGh{i$^cdMeCz8Xf9`t>&VkC!Ot2KFqn$6UodU+4ks$!*g2E6|O%s#Z9VW;(YlkHjFw~DPuZHK$})etdRGzVA6ic` zm(`*k)t$R|jsu_HXV@)A{{RUTO~&#w+=}Bo&vW_HB)EiUinzerBc6^teB>M7MCPvQBr9>zoeNjccXLsA`Qo<88Qo*+0khuC-VJfG_~y zR;?(-MG0!|$PR_1l5=Ai&!IKMv}OzGtj>0cFbCsZ{`%xKD=C}AfzmeG?ya~EDbsxz zq>ouo7KDO0($ob+3ZS>3rZsk947tYS8_`2|(5CVKRywaCW;xVZd4j29);gUBYNm&86^N|j~f z1oQdQ<(W&A>7}^NPj1}R8Eyfr2({&&V-1MiZDMcFT_cDH;Us`z1 zdU2mh%#Quo;77?EWva|~PQ>9pZ1+8?S~?>%%UtBI13vVDPS61Dk_93^0FK8v2AoL? z!0vJ0rskI#SDpaJZcP;JkNw~y%KcK6H_99Nh2?1&@r*Zr#&T`lXr+O4;k@!~9Nh2k8!0$)ihC}l&LJwNG zDfw}n0aT!cUgPZ(uO=Ar6J*Q=|f{kn%TlkI&uwa#^AF6djpEWB!iGhsnX?<_l$J!PBO4c zH#R?o_&<7_*kxhYE8eqXyd@ly)cRGFxlOx^br{7`k~8IK7A5;O3iagTs^6kR3ph|Q z$;A(Ps}9T^*~LMqPA(y6lW*PR{{Ww*8Zwf1Fs}6g=+Ub1MR`0qabG|t#mNyL#wY|8jZERubaJ9K;T!6=~m07Y7k#bv@C2Gg+GNSiS_B8RkO8{K%1G{ z9ORS0`~_DxHpKGlsk`D&5&{|B{{VIm82%$%3_A3-nyO#J%!u7c?cSvR#MSS_F35I~ zoXEtH^%XV8gsv0FRG7#e{(LS1k6I(k9oXI8i5(w`HO17Rw_88nW-!=8oDwTDPSRzL z<{O*GTt)LNWb#|ywXLCOpjaVR+Zu%dMm&mC&iS{#{O#Rd;SSeocjTWDDS0IVagIIC%=<7q|Tk=GTo zYotUNe(W<7z{PYn+Ej5UdGYL`nv0gka;TBbSZPwY1Vl@opbnM428sMv4gmh>txd}s z;XsXj0Oq4IG5e$OJ!@#vOLG}iYU&m+ z8IQ;J&tBCH%!;VoWC72=wMBP!wy7A%FC%SGdYa>WN#bcDR)W#~X8A)7x$bI$*Bz}& zu^BELEN>tI6Fm)ccCcLP_htwV$k*@5*+->Ul6&1w>Kk{E$vGQFe}GqQrr1YeW{^ZN zf%7>Wv7_P}_ebgaeZHRulWLg$^Ytu!&0Sy=U~ z*md`+b4U<^ayZE}`DIA)xra5AeR>V7&Q1-%3obz zH$L5J_NS^g910M(v0zzv-81xfU#M`Wn`fcdl9uSaMHCmhkB6~<59 z6!9A#yj8&n9qHQ?Qn;>D@^jSYg@!zH_lI*-Xd zGuURN5jo_XQvv&c<&sv+j7j&WVlM78J%FXbKHr5n zA>%*Jq*OWM^c2)Y*wCE+0QKr+j~tqErYgm~yq7Pw6)b&yDd@KnyCYN?8SmIu-kYLN zbXAxbvTr&rQEHjX^`1Q08P0Zj_2!I z$l&k*1JG4m)6uYNpP1W}x0r(C&%Xrqt<5IP?g5DV=%$$Wh zFHTJ~O^%iesBYj%?d4e_epQt4Y2@%pI8olY{{Ri?Z=u+_O*1!`bLErrr~d%1t=wO{ znMg)Ysp(0(6p<~&us}BiMRpx_@&~D`cA7~UgkN`e3~EzuUANBr*!Cxiog)ec)#>Ug zZ*r_tOA_aFtWHjOtC7Z$02M&TdUyvkp>Qdr*qo9TS-WHr(-iH_K+6w&Q%(oJ<4rH` z^cA9}mga7wdkU%gb$7~YP(6E{{WYI8Bs~2L(Lwdk2HGK70VHm!0A`5zRih#(q$)M z@`QN%-Lsz6H!qb3m?}9MHvlp#4x=K1HucR`n&BfJymAL>HDajK{F=uz zmwm%ON^ox3G;)sS(78k0@lxk-&UmaS^71Ih1md*|ju)`(Dq66|lEnPD{Amc2)qg5) zo1WOG2BmfuLKTzLepD<{G3EI0fl`B<0a6e0DLFCO4aUguK7ywJDu6o*jYeD^%gsqr zGaBnux`yqeNXFGY2Rr_cZ+doVl1aLhK6o`A zX+h?T4&oLnc(ODV>EeJhqDCy&OavAAn%kV*VKs|m#DgSp?YP6jE} zn{R)=j049U^{cBkMo7V|4S5*m0QDKH>*$rEDZnJv=a*>4e=}M0IATtD^ri_ur3JK& zd*pSe`Di_lV@k|7Z33xFJgV%VuO8J_Y==@Yb~F+tCqKy5h@w!r&NJ#O3Om}3P z3dy^N$)ACRen-}}IXwsIRd1m(TM|C<{KC3v%FNTd+&L702-ks*9D}QPo)2n#3YA!a5FDujN^?5;z@k`BuG+&zhT9{OkIU zTCJ#B`EBP!zat-*0npXP+oLPH*_pe0cJEH-7z3>?HjYRC09@3Ou1-&0^)i*sBCJC! zEKqG8)n4A*!i~GD9M;TnE2zllH4N6}2|YzEY!_ECwJ?6d+~X`Wj(E*ghGkt$1jft+ zko zSqN7H2C+qmPFQ_tIrKE>(7dX-#!fk_+JeOevc{*7eo>CTw7G7s7qhThK>}O(^X)l2 zWY&B9(lK5EIi@QyB$7=^ipRG;^rb7SBI6f(iH|E!trpv3_!zqd--azHE#(gRStX#J$02#&rr*hO8rkZ)k$^3;`k556>cYQ@; z!>ZmF05?^BP>&ab9VKAs`BjE8v_40{f_sqOUm?JeVsFPO?X zb{Qo4*G=Su+_fQqb^uZBG_aI9n2Boa4;y_d#CmvaZ^`;rn1l*=P&x{iGL%a3T1Obd zpdUe27BB})Q@T=ePxKVIt~(?+DCtrl?~GGXKm9_q^y@!0#Lho{OA z%Gqt9^Q0JZGtX*yc6Q4D0N-EXQCw#Hsz%?rSLKKC5mPZS{Ge{Y>F-@iDJvtDyXwRV z?UPJ-QCKEJIp8R+e_Zh&*b$-wYZlt>4%Xc+I?SL5-w8HqribPtYyg z>n<)WtgzQpDi-OJSa)78wN#U0ov40Z!H2D9U+H%qWRqRoy~ND9;BXH?T)wdaeX1)s zn>z>Zqz9?*NNFY}sp31`O7P4iE4LwW&<|>(ET$y$75t`LWqYCWUrhi5GGI%cMFE-|@$O7kBuka^lat#kUF+s9Dso8@!P12hB!Gn z=xc-2uLP4aspEI8XKR~95YKV)lj+*An3<;hdFG|NpN)!gbInB-6m{hFu9|SNxig*J zjR@UhO`vqA`MK{@)w$xO8;|%^Sc{ee=bCt8dQ>r^H~#>tufuK7o+@60B2;6K@T&=K zPg=PZzd!|COF~CHVxhF6nYBH z$(3UsTWKK9>>r`1*6uJcLCEx`U0jKrh0Z@yRl*b6tuEqaroH~^pigv-83;GIaVtdi4Hyywfg}ntP z(sND`=cPLfm}e(~X~B8oq!Ig6p*<<2OJqu(zmGKaL+Mfk&$T~pKE9P!5XDNBSCFa; zG3+YUuA6ms!(tUv+=}Szw3}N5StmJT+=_`*OJd^&_cFBo0(-IyfU4*2itM!Q9^T0Y z6f=I6MC%Yh+hdKHK;R4kT2?xgSHlPjxay{`o0HX=#YJphClr*ppo|QP!J8`uUW(lU z<-TK7YQoGyg{K<|SLixb2;6k2WN-({H&f1CO;%ys)3pzAA{i6SC(Lc$gSAG=qvc%m z>?*-g-leyRUPHKLSG5W^8$l0-Q+ zFG1G>&{K2hD>m<2v$O=KwG_PsQ&;lo2hM!_d1=$*Ahy_bDg7sREzPG zP(13L>9*uu-Ny?`u_Lw%w?+EamQh+0tK4*x9+|~gFO&T0{;_sucrEup>ukPSv?;gq zJ?k&(deEKK*z8}2SG>2hYe*+#jhk@^)Ss_frt&i}XJX8Hl5$N(NE}pd?To6N9_EC* z4Y6gIAouJls7IBz9Myz}CvzN{lmIv!4{Fh9X5Gk=6;7jZ^r=Qq9S5MN1@_{cFuc>; zM3JCgO)Rs79CCXKg`_8dKMIM69FjBjqUjUL+ar9l63xlwjwz|v0AzM2tve{k?`EF3 z9S7x7*{W6_7{}vJl5Z|Dz!FDc)YK+GIVPem(i|`6O4nn(hyAJKA8?`Xns3>>!_IJe z=BI`X44zM^sldli&aEpMNwNKZRz?B~!FglTFP-G{F=3QUPA&6^gOJ10y{Ns-|aY0}cmqny<^Z z&B@Oht5HMUs;mv9O&b>HC+SlPXc(oYX5GhAg)|Cy6fhKV%}eEm<#=JuGz!0GXk|Ny zdVpTX5dQ`X00-Ce6dK+dHsFVMy^r?a0X^ zu4_8ZSu?gk`3I>LVBDx;21y;qO0?~vgsJm8l0CFcNdV_PX(EimN ziO2aARGwe4{OGLtO3>i&c8W$`#C=6SA1_|?GM`Gcah&wA`BOA~cDLzTdV6LzQggKN z_|!M>pR|U@-WVeum1|D6mva)B8+unnns6a#%kVoxGPoT-m2Hr+Aydk*tdAkoebdvX zD@xdtZiJ3N#YH#JRTon*+p^p^Vm?!W&u?05hDO++eM!Y=-6#^Hk;5qlpt}K+b}(1k zl%hDueXshwjC93GDh7$Y>aCosu~3{INvmc>G2=b?s!cRZlewEEn4C0B0asjOHA!^n zEM3tY1K6ImwwPg)*i{?&P~0mO>N%yd8r)R1VmfxGeW8LDsm|bZ?z*FuLFusC8-oG^!Jf> zmgC-(0Gu8@>g*D%ah2Q#4;2rWxtMzLc%{m^8bV0aItZ8&|Husk{s6<4Jo_7q2m(0|49LMvx^g&&W zRyL~3x->uV8rX^$(Lh82dtg+`Nfw`Dgtze3*@twBQ@JLztaQ|ogmMA3JFu?1102$A zkNb=HRCAA0KGw$C4nRTl6{Q(mam^swIsr?%p~~a4B+Vvio2fUSN|D%oEk(HZG@0g+v^l_^2=MqSLKf;#}Zx7d=fBE)&FZM_Et}DZOrS7G8e5i{SeqSFVFaH3m`PY7%V_pwE25YXIERI>vnT|wAV^u{8 z6kq|`t6W_q2+rJKa(ybb-l+sE$YfB;H#SZ%D~<67iQ?F8;&M3L%n#&0ty7XhP;83m zzPqnOY<46vNLZ*DAxBbvwb)$U!Dk-gLab}l4h4DVgfD=XP}JKa8)1)*06deL&hZC{ zUhd?iZ-@c^0KSi{E@q15yEpYu6ExmpTdu|}%M;KJfPHJ5yP7mZnLcJ8G4EJY>p@Ee ze0s4w)d-VJSH?)x196WVG|-C(VD}NLcburCmChB1xoCwRy&Rp2E0m zZEwqfO}au0J){@YnCS()W0WNjF(rtYDtt-xaA=rhu}-7fzCexq?S zzV9t@xcb&T*1pq6FO;P1UzNT6Yc9`ImI!7+l3jTq_o{^{TI_CdS|g^u)m#~y%o*>` zHOf81vu+K7X(5Vvw{XNaUwXd=jWhB}oP+Fe9nqwU%ZAIN7=D zitjBvBWC~xRo-#QbDGynD`;10!k#wq6~zgO(el z9kX2-9h3}u0Zfh&9_+DVPDwSBsU~X}#cV?rtZ{%9ae=_3xYOdgP$bC5LJeFV!knmB z)Lf>Fh0rY(vc=!nn$d#ZD|N(CssrdM`b2}M+-R0GE0rHNpsH=X$4~^Ac+Roa-CXUt>iCFF-dzz4*eQ7d~?!5(1AMUNBdg5*TS$B8hL1S-i z8(WDAHw3;1Rz8)}>bK2rr- zkH(&?5QbrZcKg+4vtn}6X09xy zV`SQ=b`D77W74Pct$(vxb9Mfe<^@iRUP=qJ^It&QW!88J#u-Z-HK5!1CF%q)Lh+7 zeRB6V4jNa+NEr6%Q4>Y8z!}+&}4@}gH<;WvdhnvpO_5e@vKsLT{87^~=UPmWFdzD8ZA86&MORQ=J6b^6jQsNj(5*f=;nDhda1 zskqe^-!z%;+uE%<`HlY1r9Dt6;9{vEH)1HD3D=WXtu0#WZ!H;D3RspraZqBE@}y@O zruNW_>!{R`WCW&g4l-&$DmY>>rqXlICmm|Sp)?3UDpf*zQ_?^G09{|RuzQx^VROqG zZpmGOyLLrDA&-|N`wsP?ZK=e7D=AzblzNJ@E`uC{D(tP(Bym~tX!FG;4oZ{50bErk z+dC=8l@+gUN^2`|5x^jJsh&?WRGs-DQ*TO+TXp+&x-iHgf1O&gwKrOY$_!s#Osl(?zpVRD38O{{-%JbUJ!_7q>c>CjcoQsS3070QVUr$8z| zJt|gF*A*V%DU`JrA4(}Vk6I`lj#}4E^CRCQZ5hBAtESG`Mm8_KENny=9lO#ydLD!f z)vF|M>SO9LEH}386akfw0Q4rcVumQwfHHpeJ!vA}xVl-83R^vI`hC3H=P80(Ch zMBB6gdGxC6=c%T7xC+CD%?d(l=rsokZM(QURzSUGY&J+E1bfwuO5@FpMn*a7Spbd1 z4*X=)PFH#w(~9NPm97fAVDd&f)u=95pC{8X48l{YHJYFoB&10T|+TUR6a zR<2XANy(I;h$FXE7r5 zF$2=A1X0`brOJ@**$h&&nabl8D5r7T0;}DLHiCq=usES4*zVFN`A2#(eLq^SYv$}e zXvd(S+M?{Henf0HKdT$MdRM-KCwylF5A|BruZ1sjD(GY$}8U z*w+u@*>AxXd)&jshjGAW_Vul4M)ESM?2kdU)NFL!8q``UqR4=vj;Gw#KBeMYnGPfQ zMmu&L>&^cFx3wEJSYBP>K1?v-2c~^#r^Kdtlssgw1A|=>r#G>LB?Yxw^ zHh3qn`U>N93)yb&St1P}B!TZ%E^prHwm}S~GtV7r5odhwy%Wd;V}p(<)1_y2RH`dk z0o9vN(xbCU&Rmz7SKpxgt2SeGs>}tvBq9uC{{S;n$)j96{WeFQTRA4WD;RBUZPq0? z$6WU{wW76Kn7KA#TX=7yT+5UF)vZW$t9V8ux5*vIt#x<+;m~8=gL!P6?#cfEWM-ww zu@p^{l*Ywht#dvgvv_V|87Ff3S6MCmgnsG_d%3DIThDVQ`CoAzK3V(WzZt1k z?ZV(fpITFMIXN3w@TGRd!EC*Wp_VB6xX+^VQAqN?-*#`QsI!VS5a|GOfSX6_O0bT& zrmGNrs$n4Xs)}7nmp4J8I%z@=Ow`I<$I6H6Q%7ekr1dA!MrldJBBVr@5`@M_)YNVB zF)T?Z*0rM1XJEv{+easH$LU%zcy#a`)Muu}&1UMs8YoGe$U=H4{HfkVgmlN$*Jl@p zqsJmfZkYoDu0f+m9)Ho45zyzYX7L@7N|$qmOBvrAV`KCcI%xNdGvyKMxYv9%^Na|< z=s>9ko^!-tXQ{>GU# zN?z8W{hUr6JS&5VCpjLA)K%Mm3R{LAXpx3+Mr*KJQa^=%Du0sL?axt5o^N(OSoSb2 zd^co_$}Lx~1;%)-XmqN_C^l^@(s#L^iXu*c9-w);}! z+KoVq413aS^{EbNxIMp>0A*fk$!$4;I3$^u?`#|jvukj-aEVYdj)XA56dgX?%F>wf z>~eWEH~|I#z#RanN>|jR092}QDlwek4t*)%am#h9222ke@j-srz^DwKhd$<_X?^qW zOq&z44Cgqe?({WO$)0FgcAogBVKUb5LrBgF^VXs-?@&D86V6X@KqN?CyBt$djE9VX zI5@1!o58q(zUfH!pYu18d`Ht)d<4?+($q#C}YR8Ge?JSKL_9D8=Cn$i>1O8Ss%N!Jpsn~Zs81cP$YE(pFPhv0 z!2U*!klRg}!s1v2i5u+_F2*Ccs@Ts;>GeMk*;v{g+LATmjF`a4Z()z-YYtmEt=$%A z*$b$32e>^AILa?#T4;tOImje^D$2*l0~H~F!6A*n3_9TEoyV`~R%Y%sR~tnRhXntu+E0nBz7Py#g0?xJJn8UT(uDj`qE;T8Kh=a88i$- zh3EOzS!d2dpT?Us#m>+;^ruAzPUrjuJ9hyhjh~jzKb>1d_Q3X~RpZc9fOZ0qHUrR7 znmTl*ljt+_ridC&1x1qQ3)8vvr|frZFu?Q%tVbHCz!dHpA|#BA{G%AhBc)2KfxxLi zsUnHym12oYNaqTmWRp|oK4!=OC;Tc~t4o_bqT&f5F1cOnjE`#6ztJvqjXK*{MgishymY)Krm3%-9&)Rdbg9wKOEJ zJRfS7jSH9?F`m8aGS1p)FIZrd?%3egk}1Ym{RKZ1k`s^tOGPa*0+m-ZG1BVHh;OGx~N~QksGsVJWf;4K1cS4PvzvU9oT9Y5)c5LXksy6uHtZA{ z)t2BX*u1gh1GPJd+g?DWKD8VK_@ikptata@aQIQmqP+RbpAkw*vSVrqP_Au%*;43CWeR4;eKd+wK&Q zT%LK&YVhxL5w4bpO9~g106XMV@h(}I5plPu=K_zjE;;+htu;?WLn6Y-neyq|I5n{a zqJY@|?(dG3BylR706KN4;skf&(y1#UJC<#e3DfYaYAUot86?$^Mkz=`sHEIIX*Uj; z=A>epGwn^>GuNdw$OqPyi$l-7CmE=WqZup|dzy`|U_mKU8l^>&>Z7a*)XAh+5VN14u54=;qA;Rf0LF36RhsHqj%1OW>S?Mj z`ia#>>*~>}l1>}4uWzZW>#a>DDnuad`=yUc&B-*FtyMIPoZAvovM$C%*iLrs;-L`6 zzjh>FqT;5;JAO2r)`*J{?D`5qwJyTP03XV&MW$WOK#tw{=t#v4rMPmL`#tG49{sC+ z9}i6UGfc6MKr(Aa9}n0@N0`z`d*!e{Az8YyMRGHb@;4rwp1^ghmii^+{{V8?_V+9> zE3rkewE1I=Bjc{z{%QYz_Zt1n5+e&2Y~v^Mti~m~)NGkGq-jMFDX^OANt-e`cJ*q9EPwjdFP6TviDj%*ZtFiFi#Ew|P z5jOD7GhGF~gKY?1<9h**YQ|NKBTV4!^h=3dK~~$IpjOSVgr#g28+q#9mD;2zoFaw# zRDmlOR!q@BBcHeMy|i4&cl~QdEhgGE04X@=Gg?7;rvxXpMcXRL6%x`Eqg&df53a3&{BOs23nrVYg z3A5UoRY#>b$%0A!O-JVc0CWy};*A6c(;uZbX+5z+N*C`iA4-AlPw@U`mC)?T_T#C? zxu)eAwyDq7sWhaXPHHxko-;+q%FFK2f%l7h3aZl#@rA0AO^zzNvyq;Dw5~l7q?fTq z2*za3T+>?MvE=5ml!C{T`BQ}EGk|kWC zGcX*JkF7*!9YEta$*MOO&|8n*I;qBfW6fgT_=}RZ=v?QAamVFNU4v;G^WN-_EZbKn zEXN#H1?PxjLx@M1#C+dc!MeJh<+D7jNajalkGyk=xW`jBBU3_Gxz(eM=U}R& z;5XjKYLi`%+25GqmBcK$19A1|^{j+%Db`KIGMtPY8ZK_WVmHLh^kl}&QG-=^v*qnE>txp4#AHD=shYnj6WS}!rI8klwdu^ zIH?Vss=K!CUr|=1gyPB`S8wM{F`lGV&o7Vhq%nO(UC6N{TBNC`HI#uofUUO?4aJYE zb*j?9@xu)7A~BFyDXWOY_RBTeKpg)9eQ?@@V8 z>H1W1TKR(+VUdH6N=-Xi4(jBSDl3!`mD)~29Gui74@#L~Wl#X%bf(D*u)?rk!kR+d zt2FBv$5ZK5KY2TQdYZm8^#>)lAEinySKg>JD8~w?ILY-jDC#QLkiPVJ3-42@S4D7X z!NxEuLlS|;d8njCUTD->Fy1@#sWLIgN~%fq;+Jv9B#JH^q~XTyPcs5BglgVQx`7`BYJS|E#!#;jtIEs2U+b||2cDn(juF^=~Ak( z;Zcv_O*FR#pFzM?i)(olj~LPAW7k9r9jBvD+AnD zCo{d-)}oTKIlm8T(tlvd<~e7MLW)at9ji9yRYrb8u_ve;R-NXT3^tDirXo_?vDYW- zSm#Q1Y%v`_y;Y-k9;4y9^NA{QM_S&|*p_f{!ur-ly^K(v5qEcC+O~A>kVtSiTyaW6 z*27i8U9)G9ymMBeR+3c64U@<$P+pQUN(@MQUfeE99!rov|Ye{paz?N9Gah+$N7 z)7GC*NOz!g>q*9OM>wDdXPQm;%`_e}`O{7@llY9$VT_h-pr3A;toiQCFe}D7RF{$* z?HJ>)6+%PDTGA-AhnX8c{c0)=-o}cn6hP|05Jv#xH4A6_c&!H<78vyv14JFc{uAv` z;(6(mN#p}fE%NinTDbPWlgHy#j7KCB^v9)3Or*-Qk|Sg24lrwvya#^_GEXAA;bx?O9r&(?Ss}*`-scmhdC2NQuEmfLUyPqj{VURKUEbO^Dyqa}k4npjNU`6! zB2n{nBOq469#l#f80lEfYDVN!?u2T!GW_s#o{2+d8V80zE3pmuApd0(yJa zeyTSFZ$d>l*}X`65S>nA&zbsDPNOOR0G5Y6_^Md?QMb@m+^C*rTRMc<&zO1Ziiq7x zK+KKwsBuY;T70NEnDa9n<%uSmU5^xW>q(z#c0#)h6F>(&g*XRc@}WOPqvq%3$J9^) zZ9cTVS?+%tks+D>>~6!=P}R#_9{%k9?gtC~=lMkqq!uW7Vw6LkgE_9A-@;%3ZZ1hZ z)d%&h81zj#DNzgs*n&Y|NaNSFX6mFqR&gTNCmH;z%vw~kV2Gw~q8jg#))>YTBwwP` zfk5s0R64`uIN0agj$nng)?zY0*OC z$cYs}&M*Z`B0-GCy*)Xomr=Bn?%c=twM??dA%dttL#-IQnQ26$I|FsmTzv~&4a zIdiJcNehMN(z{%G3eLUJt**l{K$0KgQT*#jN-knI#!;|FKDE^s7PK;V>PAo2nVe#z3P|8*@T<0(9rfQa+qU2D6M;>%wrsAr4JZn=N(sCA;YE0Lai4xe!@Jh&Oj z>5gk&*TVXQ*fKAcr>^gp{{XLEgpj0a7Bo~|m{E#&jdRmKg=FhCQi4Y-Y2hn)&gq|d z#t2c@@vX~y3wu%fs1-f&lUg_fwJr~3HJg)T(5S*pVGw;-{{Tv8Ob?l}RwQ7*c!Bul zpxzJNskumAovB7oYHJoBz)!h26zI{N!Ff?obG1%M`kDZlBf!c0s!UU|J*kJDl*A#x zsEh7A0zIl-zN0@{TmjEP+?p+LA<5cysps01pOaljXEglmmm0Q|^D2X+ag#H**w$8r|?y=fTb@ zj+?4QcW$hMYK}-eWcq#;cIQ+U))PsAyf4Z>+B^aIky=F}C32jagNK>LmCLDe1ID3& z#~gE>)y?XOtx% zWoA@vWIRXa-c;`VhqY_?b6%FlWz#NXKWAfzSpNVC^v|Vpml}w01S(IqDh0Q>xsg2W z$fS&%R#8neXJ)lMS*|$AY<*22x!k!|1%KH!fF#rOjW#)NGj%ikv4?H%DLn#;(z1d@ zwqG(ejz{_37owBcRn9!B=5cp+Et$E;T4$L@mHp#Ov;ouetj#nS?%PQNcc7|<;j{CR z{^+ZW4_c#iyGUT5Q$$Ytpz{~aRwR%)HF{gcni8X@p%sz8o_MLD&hwCZcdEIS?l8Fo z%_N?LLw!-@qtvyC#gQwz5RtNoyEfQ^{H3GOZ-wX{VT3DB9V)yCUbmy(@A5(kC^^- z(w`1N#%FPy9tLUA>2?})iFZGrB1MMSok{Ii?U6pooUvRVm>m0xX(ayuKr5=cuzhZI zxDm7v?ZSuq-n`YzO$OT7?${l>6H@A+_HO4dX`|iU;Dp&3{wLzPD;)|8TsdDdPwzKx zpskS>JqOTJgd}4Ozz)9kl&UspppjJD?p!h{QQH+(Z7mq?Pu;dj1RjL{ zJz`Erb)+`7=Rdnnm_ILCUsz%6k>@xc?fz7oSdW$|8}P40Fe0}RCmiP;X{{P6k_I{K zIQBHYu*y`C=T8*iXYBF}`k|^1l1Od{^%dxPw25hFG`I>ve4kV4UVkoK*@-O2l1*t& zZd;QmrLhJ*#}o-=fR=-3lNbetaZ+QZMouX)S`tMXzQA0K)gTo7bL;q1l}j>#)b!?+ zz>gf@6Zq2O(=|Ny?`=E9Asf)(;M7}x&S2ZFySR^fl-u7YrCO6idv*Qn!>2_R(ZN62Ao7p^8GDYEUhgjmW6lRt zT&|>^#+;Eb?R2%CV25@)oc66LG<$Sq3Y&T7K9ub=547~_=xajos;F{(h^bR=a@0{w z+eGDmb^@nG1NEzE<)O+(p|Qnd%c(Z}p)cWOPB9hZx{gh)+U# za5$`6E16g@Et8&|DR1MIm(PYq`F`>P`qSNA19ms?Gq{bTJQ8aURMrB=i*k7<<{fK1 z-c2+fS(JwCbN8zvM|G12fO_ZG)`YG!%^&R-V#UvXR~0N%EWqtGjG(`6tIcXy+dL>s z9$%oxO1lj*ZhH^XrH)n!fH9HI4_Z)%9Q4OLRLKtRfc3~2pku9}^Be{od)C#uwlZ?K zI0MqFTiY-z^71(*wPH=9fPFdZP}vQVrh4bMrAh5g29zF86#^ETbJCWZo~Jxe0NKC; zih@Qs$R8*j`_tY**!AgEE)M}cd(|XTDoESpB>t5dUs|1GEOAqaR~X0RS{Hj6yAQn; zr{%Au6kJ@!a5-Lj(jdz7>%}7R+rDv14jYr2Nb}e*`PlZV%oINCV+S9dSuOLQTBC6~ zLgY76c*oX0gKz~-#nkRk+ehV-Si{{U1$ z8RnaP$W$B>dQ|i^Z{8goz^M(9j+v-ZaTLthBoR?e{2>_(IBe3#33&>W)KYA_>8T-R zxR8*0@${$cF*5CQx}RwSscfzWIH_fgB1VgdC1f^Pp*_h)$hq{{ZsOA4a4)RkjWTXB=}^k}UPjSXko&o_`vA z%rr8WN4Ca(bDw%=_8E3NBOr7cZ`QZdVCX+8lXB6{(5#HxEehH-EpZaF=YUB#6{Q`e zv|J<+EI^a|}wo;E{R|*H+DNRY;#brgOS{{Y6Dnln<^hhz``097t&x#o<~a2?G{ z6}w0`0s!?j4&m!s7T-JyQ1t7HsH?JM?1l?5-Lv$i`!r*(^Q#_PlhD$b)kau>>Pf9R zO!=9|c#le)%l4>-`0xP(s@F6_4x+seP`riXFvNFf?>Avs&kRyzGOK+>Lz+&-q}j@< z7htNSvFHGxwZzuN{eicUVN4L6DzBrZpF#@_4!*w5> zLf%sLT+_9J_b{!r8(80SsumprE(L1&N{TSN0l+n5clTExhAE_V+-Wx08PcDhp4}>V z?;~Y9!B!rFtya2xO~B8vq>2e<aSX8o(xEZ^?*|WXy~@7CHSoR@Nj<35q1Y1DK=iso%lrT3Bmm;?(7UG z1L!Hdnk*M8i#|SiKkt!J2qIC8Gksd7+GxP_r^**2*ns3BgY>1r^r!GCGev+*dr^vZ zeQ`;e1ScIUi19|d_Dy5UFbUv+;ZMzPu>v@=9iqKI(ve+~ygdslUDXkxc!xhnTpExLC4 zb{@cRE9b~v<9|LUWo2xm1B06CVe!tl97>Y1&4t>m!vqZE@;c`j&2Q|iv@>(L={GtG zq%S?K{MKr7A&daZJ@9KQ`zKnwh8KNIY&eqzFh{0qoxAvzad&9YzL*rg0c4l>bI9rG zS{FYOV7Im+Z7Ti((f;VV;1m88E|VIWC-zP3ttX#;#w9omqwjqMP#Qc^T)N^(6cMzO z$sVY)HhO9Z8B+z5k?lma&$?jS>!P<{3VVY8Zf+RoB zwR*gMV?>5f70CIN9DsX@rDLN-XDGOyR=T{~x6W~mgV7hFkELjwS2amEzQ(3eLscVdwBwoWp7 zRe3LwcXY_>&1C8hDI&th-Htlo8q8#4BMd0#y(?-ePaC-%aY^TgA+gU)()NrUnLV|> z(!{Po=y6gDWJcYS*VdLfK1?Ymp45yTk5)L~){9b-M8074{c2>94mW(GJm7Ox;s&Fe4#P-5n8fh^5;v0cZwAQY`YY&(Mp1lruppSfKy>VU**JYCD`!+!Cjh2m% zB~CIy_O9!1ayjfx5>7767NlVYIporj#{=t9VD~h*qw+_O5e^Ux8Bqd$hV z2w3iea2?e3u9!|KSjok+pDFG?I&R+eyLY2Cj-ThwcFODmApW(Dx13|Btz#s~XlPz2 z#Xo2?W9H2l5X^PtQiaYq@99p*e|~tUD)N4`Tn9rDeBcv~wbf{rK_OShSo`;^yDMdA zBftgS`jcISv?~;9qoR)0g-LWagnE$NM$3YG_NB(_Y#Ns9X^)aPHB`zYwmIj}Ry|6# zrC8=`Y_QE%yVPWzN&?-)rcZ2ySZL4aC(Y#7T_Jt&pkaV$n^A~B3z3W>XFC5`LWj(Cz-V59A~kp1MOS` zjP<6L1Fz?b)fTlyTl--dGekdj-9YSXK6LX_Kg2rw*4%Oc#y90#j%zyV53bx&J!u zX1W#A;{a`Qz{fS`ws%c!AZ+}k;jlUy^c_C%U0MhJB^V;6LT#57RR92V7!;?sG@W@O zm!~Au2nR}aGk4dTc6guw^rkuEx7X5~Nc^fMEDv6NC>Y5O7@Y7s)C6a(NZItH#abE# z7^h-^OH5%!6i@~-zU3#l>M5m;?04@=w`{l_8;)wSxi`}%ustX^Qn?SF(9BhdApO!i zR(_#4mQl2x2RwDHmW(kc8OZDDRcbx+?$Cv zX9}YLQ`*&rdzysXume5oE4x_TL0;pcl4o>K$Bv%Ww;j7}!yKOGpwjHN=2pjEGAmRl z>z~rJgmk+Lq{vnsia_H&^s-wCPG2XFTCxE2A6i3zI(O!&i=7osqLvvQI#Py$DGL@E zJ-XBvGpTK**bhahhmcrgK6>Ld7Zk3`!v5T2CAjvi-9q86*;X=k4{C9aB8*ktN7JPV z3@f{P7UQNdicU<9Rz;_zziUO0b~DeX<6R40TR?Fn$cO!-jMg2+=h>hu3hl`C>s-~t zO(cUQ*|0zv$RA3mtC~ew9+w@&axP<$TzA^p#ZDQ0zdG~XGV12WLP0wS!9sf0+H3NR z86X(-%?(+aD7KAlQ&*QyDpECN#!XeV@r}H%<;!m(G3mFQ)G}%iUarSc&qCg{iFKv7 zo*vnW=Z|Vy6q4$9R(hlt#e_=#054L@#Z1=lGZ!$SW7O@e?JhsE*+!BQTNxyt^?T1= z-Rf*j?DQrGy%k2>bj42`g;XgWJu0Y}9tSl405A$x70ZHA=xKc3Dv`KV87828MHFyz z^rFCOd7nyeo9|e!slV{39_(rlwp~raZ*TWSD-O)wX+Rk)2faetq;~C*)rtC6 z-M)jeAYNU)z{fPb>1<2oi9`lHN9S6WHcPlX<3H@@r`DepkhXIn!{B_l6(YH2&wu4a zVP|$rmG&nH8Z%tD@Vl0A)PY8P@V#=F}D9lGer&jvRs`Ao-BLMju8eHQP$fHkWb>W6W^5FM-Je zlU#Ea)VzOf9n9-+5yFR$IAEhV2iw-QqV#N;M%o*f-UQR3(k9Bb06A5D2hc49aDttMmzQV@mofso6ya}l;h&s z+lFJ09PV>cGHEC`+}zD`C-);<56u4ng?C;Z&^$i=WH(m-0BX5HBnNpa(VjuasOW0X zi##o3d!>mqyC|Tzw##fq$C$mr$9f$^rDjr1#^)WPYSwV-amoFTvf0KyWo)ru_K#}z zds~FKwTf5>F*1U<=sl~!?JiOYoVq+vN(#vwP1JvPpL+B!1nY7l$)?^gXGIMXf<9Hp zPCq(Tsp)hmOItI%=eZPa_o@wialiok)D3$f=-gK!zbiEvfEg$As3x6Jcx<0zS#NOt z&O3rlQJ(z}oRCjpQz=*+O$n|*=XZX-m6LIP2N}uw)jNyPG%Utlt_}ov?dzVEUefM+ zY1&AFvk{CkZpYHGvy&H~vfare5?i-SRCr^xi+(<}X)JE8rTLfUZU#nA?@!W!3IQhrub>pHrA`=Q>ry}@-?>+hUrKx7 zd15}MfuvUEo^sri#Ub0A^50%4Cme7-ln%l2j?{&-&{HIpBT~-Fsynfy^FaWw%nw7_ zknB4I^`yu7HO=d{T7{MDcM;s|w?8OQGml<7*3O-GCGCn_NfCvcKPmL=Y1>PMiEgf~ z?5)iAGK7tLnukx-taVM_WS@H{-cm3{Q}G6wKB;FKTe9y*-L?8PQ}F))hpu${!+Cb; zye8E|JbosS?5uRu3QjwkT#Qg5X{7<=fOAQ`%isaC9GudR%+LmQpP*^lW#rdZ(G`+j zq_#l%R-e#PWOwG8(yEXP17Pck5f_Q zrE$pvwmHoq*nE@qR0NW7(wdguV+W96bR#|LXrbCY`_#ay^!4phQb3XHam5y4%5lCdxeYXStApkI%yV4Iq3i2ijn;z{(@5_#v$4oD ziKSV>f7Nd6b6ruIim{u6XCNc*j-6>dv!0peyCJ374Zpe^9x{5G^UJjd;%lY3(V(7FDP~efARZ}g?P0ZyqBkVTSHCq$2`id0-9;cf58+Qdoc{n?$Y|GZ zn{MQexb7;|z2BW4!~V0sy;X}^51MVbRmZtM(ya}*wj~(l*T27Nhby<{P8rqPPwUf z1rnT+v$6Sz2fk<$9u$?p{{T6tfj9$$+dOef8MF202ik({OXeImIraea??(LodCfBp z4o7YX2A#37kVZ3(JA2R;6~KJ%0OOBb)IVis;XYDH>sCZ$jieHD&mDf1Y8yEi41jy* z(x_&9dQHK>-UmEprcEAPVTj%JHM)>sa(^LGh}3q^)`9agB0VsI0g!v)de!@TDC7Bx zmSO8w@s7i%r8p^L>F#M*O|~WvQhRiz--FN!aE$;vjXXsgU~@|157S< zSLF`hYEB)5rQBtjt6ZsW6@Fuy(=#I-+q391Sq}>@Q~6UAvJ-<&FO^tQk2a>claE1J z@?DVawR3~TMAJDKCy%X1_5CQ6t_l_{{{Uz(Py!75nyW3$^Ne|z2dDy*@TaO4=~H&f z|JG5ZuoOd-!cEbao%A>HoTc0o>`B3#DkkzhUoQbX7dgN6d zK5W~xOma};8SPU<{{S7FXAK*xJ91B1_6k@OJGBGltU(U$~&DrT!71~Y-ds(Osu zFW``5?L5^zS5V7s1RitOr3GlUG$ow|pDF^Z%IeD-jvJBJ+PG~_^X&TDY69Ra@fB#q zYk*I6{JZz97t|PT2OSUNT!q~2bLJvsDR4mUPqlA{ySWt_J+ce2acvCi_hdlB@uf1K z;yhOoYpq;Cq}y6X+g>=rvv;PeUfvdLyNq&KjdRLc*%~FG+!o&3hz-Uvd9OXxY|~D^ zytVTg5P>DX_YO}gYfb@mXbTyg52vkU_=8m!UuJTOB#e~@9dqqlQE!-;tq0j(eTz`j zE@b;t4dxjpk@AE$MM3G_y%D6y`BaX7D)LQ9g4$a+j6)%loy70OZ4#AL0A%BiI$-{F zwc|VZuJq_o$Qgu~0GwUMdN%LAxdD?J4N{8(^Ac)7~Tzrh_=DB`rsiYYMD)$+x>u%F$p8o(! zTYoX+>Y;rA&0a(SK<6DYO;5AeQK;O8I~ekJ{KwL@tn}UBHqjJaGwVrX9_g~lm0sAb zka~N2RVbt>J8U`+BH4Du5%)dKJk29?!jEcb6ub_!%$pmxCnqHOnq9e|x{jRFOus?( zGzFOaQOA00d*(Y=C)D<9u zu7_qagV$PF-rQH zDClW!KJ=TtDWrfhNCV!JBN+!GsCGqNLdh@S^4*zmatI&No2O~RPKl9cmR-jrx!`>T zT>5^rzl{JPP{Ry24?-!!+K^(GK9myJw3$7HCVftQs4YPv{(fM?&NEMxe5BIM5+dB^wksA(ad!KhkjMCm;Iu=QTx-%yN6uwCqQqrYO%X_iB_yaPq@^&CpeOSQf&71xYmB zm!PV|_orb7DB7nWflE_fv2_Fl)9pFG%4l(qsNsi)4&sx&BC15z?j@4EuJk}eBPH<``cI-@< z1QD4e%Pv6bYf2xxwMHsI3N(9>RakWcy)g$k{c58gQe!Pf$;LRx(wUy0%M`L4d(}B_ zVnO$^bHEi=Y;9eZyL9}jjn1BqrK15Kwg*}cp%*wb^}CKh4&VvxO(ufO$cf(Gc2GOv zf#_<)s#9#xoGIjS(w~1Ak$mJluUsCr1&pA%f^T!hH=uA zCr;J6ySXb8Gxew)1C!VAspP@KdWwstIW(kQ$m6k%x!icq8L5`W1>ml5I+}bZ zjN+f3c?P5|Fk8ehHVlsR?UCmI14vtpbM>Sz^)#**C0-B8G5A!f%A=FVy;U2Vx8qL` zGagSKl-0*_@-TJCY=h}iY|l*nO-F4Cz?dzZ_NPfBZNi)k_Ul?BM1kdwAG~tjm09kj zbF~INFlotZ&Ub9<)RR`@vsD9d2R(%%ijl`8jgymG7Lg{!-u!k^QLJhP02rx80RI3Q zLVA~yOIXLt5o7+*r~SG5Myj7hsw&}o15&K(>55lma+VD9zgA;FGJA@P?F-v9qUC8^ zEKa6OgS+*qgp5}N3NmUOlHbhG z2n9Q~Xc%6fsxJzIixGQCq1gQq1@7LIVyV4H@PB^vh$3Sim!6mkdSIgkCxkj;k(mz z84m-ur3-MowTf3<#lL850!JCHHKu81Y>}Mj>0W^F4VzDe%M(n1e9PXTeO}EHGA*V=M%d9{0?Y1w zb6pTxXk|HSXX>(~lH1z{c`+vEEJ^3v+Mnk(PbQfphU(+(ES_3{wkW~-qO4n58;Ldt zMQ+>8T&yVQRg{TT2SRq7j(Qr2t)X(H%{U>80Khohd-Gez!)8-tvTeG1mvcuZsGy8M=;{{VziKl%ATic)e+ zX;`amsFeUTLA{lTtr%}D$-zkw{{XbLSomU9{{U5Tr|Jl%HjSykH^(3(c30%oG>cL? zm{oy28kB0$%<`!3+ciPtl1^SmE$(S@i0|gt>>(sI%JI}M zHAYVr*(k~^jD5v%V;SJ~=M><)@(*8He5f=!m+@{#$!^}+Y*Izykj?wcazEWQ%n%1a z#MIHlEQA$}y5Jf)P|@nPGr=XCazNpghDitc)W!Ylg3=D7V=~DS60gH4>G@Y^t(63x zd*ZQ@vn8t&7N(Y_mI9+M?kYw|O)#+RDl*;kO)pNvQ6wyT3Sn=0d@chW#0>P~r8ZlL znolh-&OY&8-&%GZh|W*{09?`^^Ti)pGI|fzn85MIKME;5sL01kVz|GD=SDqwqdt^p z^Q22+@kmb`b*3|W{uL9+{(4X%R&mqUxS(Z^CZSd&@H6X*oHI2`mMqH-C@1A=N;q9+;Y*b1SRA#Aq? zf;&*?Me48^;-rNF@I5J9{QW2x_dhS=M*cefRS|AF_oWE#4h0q%l1NDu*K*@&KY*zg z-HYZzHu?^=KE+SqU8A7I094tISn*LwDLf98`>nyUauD>YtiTFl5T8n6G!xv^GP^4L zpp)AaH((NJ)-nFqVN}*uGVjlRF-&BZM)|jAJ?g?mw0}D0ZOQ0nmZ5=ohVN&IwlFocmQNEpp_Hka_ymM7tGm zs>_xPLY$0Hjl%KJ5snA)nXSQ9 zRd9DMJ!!V~=irirmxf**6WU5FRm5*vdMD27NEi3ANMa!S?G@XcvuejTDSo zfZPf6>59~n)g^`EIl}@8`q5=$1&ks%R~&N3t9@#0D{5H9RlU>Tzl&tUk@r}26>^HJ z6ldw$V(H<(cwLVJBN!E-_)*iT#W9})j+pC3tOS_@tt~{Z3u8RgqJaezQ&{`{bbv>2 zqM;HJz=~w9OA(BKYBf0POl8ncKl=3QVjq0d^NKP>UYsLZH9KK#_N>$59im03MI(}R+FkCf;$$35x^ zuY9w$KK5#pYY+h3UQLrwS;c{4lIL3R`JA%mgCA#Ds)Ci|| zIUsruTDoGA;@E9NyEr}bRErYVRi4&Bu1t}hs!nUELLC*r#^Ii87SBf`Y?J-qbAekR z5HX5O2aM9wGIQF1O&}kdDZ7B`e>y_`gl3Qr%`V~ZRoX}G%`m(4C-tNSt@MUv9avRD zeOP{U;mF8e%wmudeXVoK5Lr?CvJ`S3Yr*9e|Yo!r~<$=;C(5djTInh z+sGLJ&m-Qfjz^_rE3o7f_*I*Ewy_M|dVOn1$j(seXl?`l0M|*lo`>-i%=-RR(){ty zwOO5sHwEd<0ru`@I33MY`#@IfpHooHbDU)12X9&~QjN=vA#Zzh{=a%> znppZ%82vL)$)CJGN(gSk%fs=H&X}*W@a;(<+`0VoRjxO@EU}-MgWs(NeMxR_?a&;^ z57V`0wy6TMe8;Z<4z-IaO3k$AIqQy;_^hra+Q^N-IgN2it=6#)*NQCVX>K~WCsO4@y!imB3{QCVe_6bQ|}J(I+<@En%Fw9Jn{kQQrXHL zISBR0tYK;8#k3xK@mKAMfi~{o4r01bj%j6; zn{PUl*RB2_+f>)Mib+?(9f zVYu)r86gL#`~a-Q*YbIQ=e`YJx6~oI;c~6$-D;GOYKWfIuygXQP`T1zoF6h2&N}0f z_}1Ygt9PpMx`FckCap4)Z06+f^{&zZaqpU_x&)#B0CzCk>U!5hBL+AbG~|erk}A_> z@}atIwARt=dx0mX%hI&fc;=GY-bt_{UO&BBkyyr@$afz>(xI{$L1Qd<1fOc0SyA)ekTlM<+5?^#mlHg4pC z>yw;=(zNHAIET&D_N@6eEEDCbuher*Txl_h;rl%DWh4FSurzHo2l|ZtTC2l%adRT1 zV9B`P0xNnwE>eKYCQqWT6gOd%1)ZQPwg|>Le6=dW9tIIW9e}GQ+(z42d#UM1 zD;|aX(blTPBS`-M>j5LE9R*qK&sr=YX)vq8s2@rR^)#8F2Y$4lQ%UYk83X(%Cgm&r zL|GMID7j&r^c1!it$0|NN}%Z7b5>go*b(kCNKY8fe~_Zg8&)1%0m`jRo!0t^#&(9rtRf}sG?zvHg&)zj`=yE9HQJ;0EVdztfA$xP$ zpXRcTSbNknMJ2QBlZvick2y3Hi6od3e@cl#bAg=wDN;6mojpxlNWw1yni$C73(Iw> zfX6}j(Lts$$Z<_>Pg(%y1Dy7$5XaTXrT!WGnbvWx*fB;~2?OEEEsUDkc z=9FhSzyhh*c%s(lK&sX=e17& z?fKwzpa|X#9sbgAuZM(x4UYz%!8CEMN3I4+MDJe5R4$l`TQsW?=Ry~nOmhsNk9EzNDsX+mY_V6PfD^X zoDabOb5_B~>q&`V{fZ+Hs1T zcXL#?;B}`7aJa^CQ(;(i&z9@J=}`U@7TihCT1sOIDEug(V(tLc7cKji#(xTTZnYH1 zSqNUgT1IHfc?ewcNa%1XJ^uh+P7Y3LV`VE03~+u>PHIT>smkyH&I!*IC6yG0<8E=r zF+(F`1pLDscdb9{i-!Bfdh^Xnx;)q)IRpkh8@+mEeItTyK(9Z?KgyvHw)|s{aa{u076Lv7c|28{T`_aHmvPwn-Y_q=YJ59Nm9+J*{wEqAT zS}3zf!c4cN+Wn=l*vJ6nS4R{n65&@Krm}4`-AzvEZsE5X>)fAqW_pcQsO7EiR_>E@hHH z4+uC>PeD7HR(C6NX&uHs@Zgiz-kkG-c_Z4OR0@F<1wb$W?LZvxGfKp{G5%(H57Lmi z^u;GMU{fKCEXSjf>;`GMlRx4rU&4%gP)Qbly^eipLXEfpdsLY9#YW1$gX=(SKwyM6 z;=7wY=q?99G3iL|y^Ta%dYT9wzt9eAHu_z+_U<~5LGM=!o-tWElR3JK=NKL88yt0J z%(q@xBrbTW&}$IP$0u$&fD^xeC*LhGKLm9u!OA-2)(IbJ<7c@=#kWFeH}2aY-V(!~%=U}M+br{wfJRj3Zc z!swLeJE|sje!LG#Ok$l@kkUvMMt-%YZwz@+*WRf|3%4L(dYZcuG7fNk#SEDt}a z03L#*$OAvEP=@1g4U_0|O_|ua1&%v&S@M!ulI<6T`M;G_YpEFh?0YDvaz3=e-{e&& zp%OHV-AO-FQI_|p-c>=CY*asK3~-~0W3v+C*(PkWH@FoF+CYu+#0mcZYnrk*zfNjo zhtt!wB9dZSlLV^c04eE;(3?<^<123;&x{6hfIaH6M4)8#`qZF$4kJNH;X$c)LO#pJYT3nYCGeK$B8{3^Ma6kvko2+JfWKZY@qezkXu4ro7}B_JF>$)J)wKN@an3l78a zphJs$(i6`#-1AX9pim-KKmMUn7sHc`E$zC!^1n#F|B`X)<*P^y^4Y89y#2W^u zk5pUfIu!IqBDwOd(-sD+n?Yp={@lk^#94p6V_5+%%})NRST zWs?GS#Z+!YqsPH={q6Qs@fwcpa$atw1AZiSD))fBuez9<>F5Zrz+Oa_h_(e-6hV?sgIpQBn5MJ) zJn%`zOzi1m<@QBe+ThD{Sc-kYgN9mGZ9uh*SdaeU_xI(=FBUePDSHIT&~{$GXdP?x zgm0*eq6%qm?kWf6-r|Xb7eFl8j=D84%}UniS`o zzl6;tDY=|WM*#6pYf|C*iUCQ4X3R(X4HGc0p%EV;oRt6Lb0t4ab|U1EXcm zc&V=N+P0{1WsoS&^XWM)icB86Bo<5ay{dO+qCV`mDUmHicDmn?Z%lCDO57a@$8K%0 z*@j23Y+aVHBPYOv8AbxTvQDSZ8D<=;oYekNgP`fVLxOsJJbq29F=o7#jd{4_00+hJ z>4{a>`bD#`&HP$%P#FghGsG6pxdhsM z%%V^I^L>ej^8Sp%%jg%v$3;skOj+|%owYK!Suq{ZnK(+Y&F%$-6feG96KD7W$WNf0 z7Y->wrcxlZaJ&=qdeACbmc=c~5TEr@I>N1-<5oTLlxl5@IMMkuE z2n*{Q3z=oWcV_vP0u>FLV%gd^1-*K7kp5$ZOt+dSR^m@$kX^zLJMx_Nc0sumHMZ%Y zTpud)TxFvigj$2v4`)DSvI7!pIebk{A(JHwNO%-9mb23|VYDIoQbS@Sg%od=LNyh(hpZkJ@$L(jz%C@9P9yR?s{}16zZd=p zuHjNG%~q~fNk-Wb*btzN!HYm4)3#9eH9C<1&@~L`Mq>{qW>}*w;c3S91N^CGfpV`jM`!aV%Jbx$$dHBXkOb$0}uyq7-ds(o5NG#cD$-;*tN#?R15uW&}yZg zjucL}5FOw+sij2C=@{U*Q$nTIBq`AHJx7HL9p&xUIz5tR%=k5 z!tR$D6;u{FB+fH4gAeqS@0QO81e2+r`US znX+=FDsXSg6~j63c`X@Jl7OdAESCum3KSeiOJ7yKyPd^|l38-x7ZL{`RudL~1)Bjm z$dLCxl+3VX>F+;`m0}*&vU3zWQwH_~)HMO5vM=s%R%8x*ry%ui2iv+s*J(ABH8(qi ztfs2vB*)6Lg!!&b-mI}+XW*E#2<#Y8kohAq>!Vpzqa#WqI9{n$@vefJ4CJ&i-;e*9gB;o>cANY*9LzYh(Yh?Ms*|$0Q4cYxAv7z+~ISg|(yn7_TqYH!sr; z$sVxWVqF?E69v#naJ(yU^EDkvp1Kt-Ag={=b(_h0IW#X-2siRXmH4a@4a-zcUc_Q{ zr+Qp(6(J_Ck7OFDpS|*W3nQJTzll(?+QATqnvhi?fPj>VW?7X%Bt`9{df)GoPtgI7)Ge}-bGU`Q0 z&@UJ0rS=YuL*p^tcn8@(>2|-s^?29!RicoO#xFQ4OzayXK>8rdg({K?5V2A zJ-72Rs+zk-I|-84p}YP<5Z6&*67LCKyOmjWF^2k@{@4RZ_J6K!*c|N^bx?)1#7bUJ zb{a8ZD`oiQra%pH70=glEoE-)cMO{9vkK@cNa-t|t~3Fc_d#~?ny4qlzEVt>b&20` zHEo21jS~Kad3C2r7XC&~TR95Gn)CY>e}Anl_KSjqq6|2s)h?k_j1mr;7%2o62g}^Y zCs4A;^hz9FOmUI!DA~v^H)i0p)^x1Qg4k9#(TbP=DbB^q>+I7EopNgA!2HPBd^>55 zgL6hFW*9A+PhV`iowYqn5@Is?xs5>s{5~11E9a@2WZ#LLC6|IMDE>-JQxd?gA_KY- zE5%zzumIHLBP9mX-gvFRc^b@9CE3&+#!{w#tC8tus(|}Z8Z$DKdHq*YsKK-+Igv{ zd6lqunB7am_*YOQX1}v#59aU>bxNXewmg5YZMx7M;NUBW8z#&!xtX8f)wY;E6rGB# zB5M}sEIwMg*;p5K`Ic!2k`IaX#mQf*+S$~RFq9Q*1@jjEU|;t~d`>|JAg85HYIyR6 zQ-({+(gsl{SL9&igT)ZpFh9k#R<&u#v`1^ImLcO%s-9_{9ojDEM^IB?YwM3|zk*aG zajGK5IDCMEm<#Q9uNdj$#SvOTBobT{>H*Z6uMe>+YGOC2G(4S_f5yLge0d0*Z6wHmGbE&9((!WMbTko?ZNtwL9J# zZr3Kh1Pe3^r!~h*u}rmWEjx;rX#?z9t-y9xje-OUuT!nj)t#w<94)qa` z26-8EE$&QrV#DP-Eoj0}&*{w=zaQMo=aXbahyI&SJoUE@$RiT7st7kWC=D!^ue(LPd|b0cD?aVIojN6axyI z+1N*hz1+~x^L^3fX&=jR1lqxj(oy%6i-AKO=a&*8anD#y#JQa(C3wRQH7{>k#N`%Q zL`Il&wv?FnX|KGpd?`KfF|S#E_Ts@PZGLossrGcglHy*c9DzGKow8$s-NWV#wYX|q z(iJNFsN-eUoVAGUi|@Z4!CNGajIL6Y)DrBQuIH?*6Va3SmC!zVSgaQ-6Ar{JZQ!6) zMMYy0LYPc$)E;j{^KHoEh{|=EoK@Ky;ps)Ot?p7nXTLFsZ4ai}(GqRT4x1>;Q38>q zmLU1dmH`e8YdOry0D{}~9ok$46NFz$39m0@DM&6AAteDXIGeac+>a=9ab?-|&d^2a zaUvk+s9T+%4-NLFP~j~M9@wX~`^f;MGjT$E7I3bz zEZZ-*;uz24z@>!96M4pV+iKKgq-pi+M($3>FjvH+uw?S5})R(saNHJL$T?yDjXoy zc)_g&ZSgy{`L0if%S#JL6~FIdDZVUPN9IU%@~-G zZM;z&c)XAiooYxWC-10|9DdLajkWdeEX#RUjs?hdt}Jk$Hw%P!P&LRoMHxS&eXOP` zfCo2c@OxW2OW9okvG@z@uUeM$qUmDtg;~SM1WV=%i)kGdW+{@WP8T%r!Hn%MI_;-( zjdZNy<4{kEeH>+`mgcEh@mcc;gYDxWc`rHEWc#!sZbRbU&Mae|$HT?iz5*A69yabj z)w97nz++Q*P;(?oRt4KqNcQhbE8H;SixOIX((oB^mW`wM7k}XkO2k9dS|mQ>0G_g- zli10SWy!j$zz@UNi;$W3R@!?&>-FG3r%2i|SoFKg`vjsA&{ZEPwc|ah;NvJ9U0-|*iuHNOcp!i=dw?3t$U-|(css_CFn1D{i5LT z36xeMTVoD3?iljX>@~-q>j-py&#V60dLAXL>AAj{s>E@4$(U#UD18o70~Nymx)B(0M*u%KiNp z?UO1-JKb;RCbyrm-;MX$FSBB;@?H4mgC=L(%fE`rP805QH;Y-9Gp4OV&O{i?GW}S( z;Ip|PD9A$)$L|D{dv!EhIRbttNmajmnl)Ul+d_YFSp3?F>zS0p6Pr~m?svRxa$IF#5QC_hWC4d845(;UR2H&Uv@@OukX?~= z!#7jLNeqZzN-6R7p7#D6*(!s_Hytr;$J4vo#ylTcDts2O{R^^gY*#;G24^UmXPPe1 zR4MHcoOAmF9S;s$%gVCd@m`fF^jUJ+rt?av4||p>@A`PXlpg_EC3I$>GN0$}(bl2> zfdIgPM`FIwplugTNvMK(;E-<_{Dl35OjHKU6nCSgkXSnb_~+8^l+5DK05zkS;-Tc7 zpUdI(#|-e3;$0z&`#}KO>+D7%58fQ0<*mTw3Me?wVh7|b0bY>VrYJDpS+=fdSLpf$ zqpR3h77B?~A1^e}4iwc(tN4t^Oor>SW{%0|}_t zcO(bpoCZ=kwOKbc$a}q&vQvflokRpkIIbddHk=ss;iBP2<5}O&Hq^#D?Pbi(Il5Dz zhbVttzT4u7s06_kFE65my|4v$m|qG$y-}&SA{H4W`BSF8AO|4AGqEL&++Hgj<+a5w zdVM)7zm;K;UzJVtfME4wiU&9QP)cb+Qwlrg@*d>=XgwU3q=&qX*CfKOVLpGF6S zZxz*QzhDCVvRFvW4%uU@Ac<#F6x@1b6_3&*REW&5w_VYB5#1n(cVE7zruHnam!)Dl z;FAE;NG1t>>d@fCYjv?Tz(XkYlLv+BJn3iX{K)CAVzMykQ!^bK}SR3$Ptj_N`t zCV1~u&4c1#F%l0&mR}cAIGF^e{lGPD1-BmWs=gmm{pOeI0)^)FZLq*({pRGPj&_t* zNeOVb8-$UQ(0NIe2NoA%KBJO26mE_3mlE0tjzAE9CE3UjxR5NOjwS`TKPNM6d1t8c zwh>C1t<6*F2uXW?uw?TO6%FIT$Od!pM`I9@nD{>PQo1E@q28AVRXqIU#^MEd-6@rb zVM1~qWYUDgU^oX*3Fk@$?QC#=TX}xyJC@a`)HcfMr~nZ$b_6BKsQKkAx2l@u@~r6j z2vI|qZI|}G;do*-mM4cU6e~d0gq|M9GEXNxSebLN%qq!3x%AWqLo$uU+f(e)wi{>Z z7Ar-ES5}Q4g}e)${flLon@y;j@n$c`;3rJS|4PU;RXck#}6?2Cbrm%bnsM2f& zO}H)P@mRT$R5Ho{AwX3UKWp!b8%Ag`SyNIuHkIV2qE1_n@_lbK>TWfMTHKDW2?f&1 z(69|q2Bi7iP28%iv_ zBGrfn@k7~8JkX8eZFP&+!U)GZd`h5U9fec{2?2g71WL)0cdJnHF0>*%m%JDYV7??p zaW5b)KNZ)!Id8Louis1?ykP1(0X0AJ2R*PK58_Q=oU>l81u%kcv&@nRt)ih!M+_iO z<@a)c`K1i#?Xr&miGX`uhj%v;9S+O$AOp`RMou$AN<_gD1Gusj(Fc{_ep2P?Spw4u z7WMKNC|x|3gbU&^yukx;Ab9MAf7M7$oHkUwpify2>S#f{MgUi~F3ycxp0?7CbiCEU z{My4+qk;O1Wr>9U-79<(H2zt+UNos~7{TKRy3FqU5tJCgD~|hh0YViLH=z7W2hcYo z#@}=GS%u~kn(`@Ev2W7$KL`fW=c356zz!pb&8pi!|} z`KU=YpFjwn57n7Gd=SjJUNlMzHG^k;oReZvii=?iPSonJyt>y36^K0kREcLu2tkoB zLozo%4xQnQ>#C(O$i70B;dy0LdV&l`7vkT5Yt|F>ix(@TWFU8@BzL%$&!Y-A?LABi z65F`pcSQKW3GZ^iU#gfgt?3Lmcigdpji_AU#W`3R_Pu-pak+el8YQHL!x4i~b7#I$ z?1S7yw_q?`%@L^N#w zvV85%X$C^XR%$m@lF;`z{$RD-etC6PZ1N;33ehiz-T<>mD6c{{znit=)6b()e5KB#N_@pQbM1F0&5pw{D6%4zW@tOs^ zH-4G}e2Aum^{_2RMYj_{fl8}M)%ey+Ag-uhgN#0+syLrl5MgwpW&i<&#R>4?7fEQq zyUhX25D=Y$=C_+M*z-(gluJ3S_!CVfu+c`^@Yg>%Ng@i#L0pKhNl`{*?(IRJ zee(XG0ho9@fE38f4^2@P*!syISaEb7FliXd*ltK8FF$lD)P2_vDvJE?^N|O2Q8`Xo z2lXZe5mVanC~W}OiGh`-ra4c5S`$GPA@=6WPo*~im>il?_iO2?>fM}AKa=;YD3jja zqkf-4YLYCsRY)zclTQtl(i78QF*!i2l;#;h|UYbTFmYkTSk$dsw6H%FJ$TBtYGRSY;Wse zZ)a-fLc~EYY3E|<BnY(loVqeq)4EJ3|2rr4biK zKqJm8iwcK+l<#!W_%Z`^SAz9>VDKOKlsJBt_+{SQKRGE&w;l9|{g9(mVw+~M zWmxZi%{FMQ@=|E`PG14ZmMej zj=13?yI-S^Wz%c6&W>S;jlV_Zb6%Z#gqNKduIQepq2?jdU^c!)1V{FSsjAISN~~Qf zXH{KVK%^iTD23?nH3wP*ZhB_Vb(nQ2&A0{^^W~GHxWe|8a zb|-Rl7;+^>{{kk(R-?kS@a_v>#qiWvIrLWtD1Z^`|Ix~dh! zXWybr9A4TePj{Q9+iO1j1_UfQ@X3fvYObL=N3{q_PbDBula@`=(rn@ zeHV0f$`YyBB}H?Wq{t%(YwlvJODM+7^lpeK1mlth@VhYYEi;CMs-wB+hSu27LT7pl zi{N)IRbjSqaI16k44}S9pz(q%UEyhHTuIKAVv|A9MbVu>olM<`iEZoXE`_QK`V;A) zHY?7#DLly*^RwMvTd-J}>o8b7{-k4KPwuX|Ro}{raCRMNg(;;$==;D?@Otq>(I~2< ztj2B{^kWt49KRLOkAKVtM6uohcEsO{enReGWr{|M{(bie0qDtpNbWx;|=e3D*QZC1k~BYr0aHy^cnq+ z2a45WflWJ%HiSF`nqs&1P0kWqHr#OHJ5lfUocm5+LFObO26W0MPs!D&8=42q z;_JZfa%aM%3!2}_xu=o#0>`J*gPlsc7QxKmYv!O~_xr!b{J}a<(~cA_9E)Y7&1Y{* zlaYOAV4&DiY++VP@W09yn-8vbJvquNb0HfG&#+D$Wnzpp6%Xlq%XwwI;KT7Efj&2cd52}${>HB{Du`F>|;!FA=e^8O>p}h(8?`3YHf)LU5Vi9 zb}4|`Hj$VZDRUeP>@{inQW;!CvZi(~xe|^Nm|(ESM_@x~MQMt#~`k4 z`QAA0N=|EqJv1U8?KUZOr2x-y`P_i#X}JDfxmcs9+QNs^^_^uNuGpkWX}naa zl|No#nL*396pW34@135e>^9TJb6URwVE}&x#{QB@rbOl|MbmA`$t(T;@N#NP^Hk z4ZX$*u>6Q$c<_^d)Ru~bUcNXRvQ?#K7ODmHzx~{h(V!zc$HPiNdU$!Yp}cFDSp9}F z(oF7b$Y)ogYw&SZk{ia{*T#zqR3Bn9+qvPxdAe>s-bIjRNVI0|MT7ZP=O;+WQAk|# zbidf07)&|s@8|qTiw>PtGTnv6kjS2VVter0R?gLiN4-PVdGK}NkguC22_{t$(+sY1 zYDTnMWlaB@?!gbMwH*5WL}0QssW96in5iq#j~c5sJe~(%LCVr#A6T%oBJ3sEU996e z+?{~q`vwFMMmGrOxP(z~zW+O&iG}&^RE9oacz~AFpZ6$li@=`uUnxvaY)VFdsw4f;-#@J* z{r7YIA5f7vIR9QnOj%XhkwObSmJ=3&AQl3EljMQZ5X~oU`iR+X1vri6>=gr<|BDp(AT;LXe;eY{6{b+x4okh`y0FW;X zCRi)IU#e&mLK{D+Sqtp54bxcRPhgp|H&>r*Jx~IO#Ldh{e=jHT3QSSE6vSTij!-vB zChGZk1&ceDfd(37!tq1x9|K|W6%olw9{Vf(SF`KCn@Ub9nb_($ZT3N?(k&&~32y_F zgUwrup_d@llM|J?Dv_&H3gIRv{iZWoP@|MxC1B;OdsH&}Cr^+v<;~M2C};>IP*;!8 zIDpuxs0dQP$4uFcgnB<|Gh~K@M(%;nrn&?dw0MAk4TQoPL>HvM`bE4WauGSUgsjiwE05*g@LlfLHuDm?s`tE%(a7-TS_tCLgKts(Vh00=PrHH9 zgwB2+76MtuW*&eP*M|-3>^9Yu9nR2Xj@7Ft>2dbtE5rlPI3N#oB*41{0*myu7SjE`WA7rp;rb53u$_H7C4g^D zQtYoS2WcLQ&PrINR<2&hJ!f4jbqj8cIZdyw*`xgf(aGrJscPd%lgfRny}QnA0-poKtu2Q5b-wA%M)&K%?7P!EGW>mkVngf03FShv>n1! zqBvoazddOZI?p5V)ir)Vv#sqE&rzb9(Y@%N^{gjWRM7-iOH(aao6h--3$654YS3B< zmgYRnYw`hX47vPYS!VuI?-S^xwZ87Z7MVED9F~Y*~pCXf$`Tu^K$;9{%L?$!C z-;2z^Kg8rf-m~)N7MSWETTZ|=4TP)mXHxPnUHqG-_dg&dnV1>>ZiWfcut5T7V%gZN ztnp`ttl;fP)ldZ#b!W0k-^C>4%RfKa3oQK2QJc~l`F!v$qKF(gJ`wuAAw_AZ6eOR( zTOAYI7!O>x8n&Hbh|VPAHtu$KRd+QhPmh%91Tth>8RiJq z#)%_q^BQD17n|TukjV6}Ad!{rKau$FIPhR%{zph;{kwJgn*$FB|GdB8@IPMoKpEox z6pnxN^H0O^zn|m(1ROd49*)V{^8Es6-s4&rKR^BJUJws{bZowwm>*_kS1+>QM2AA`W-$j%xPWd}3~*gM95hO24shAi%ylZG zE^#UI8!)&F&P2aou_Vfk-y{a?2O#6i2@{uJ(i4CSAO`#+$={{-Hd zIoSV>uQe^zcg8SSlZ(;6DE!S`m3?o=Z4?NOJ~%#bzGRRf&75fmIT5tB*8!Rm``5@B|&9s zuAR=GWyK8SF>-OB7I#FM4BmloquBRH*Dp^rATN3__r0J#c`>%y_t8!1#v6~@TwA4W z>5(p4(CUxgRm{;fEx-BCV;iOW<~nz6Sa9Xu?jJpz?jyR9(GRtj7oH7B0HOi4)V~8? z)f8FCECAvBX~vC!T-OZ!Qb-b;D8%L-o^H-ng@)$Fr5fmg?DTCTJy>GC zeq_$hN|lIqUUrdhZM0eKzGZw#5kEVlHcuwk4tC2(LB(%YWg{T$rx+5=`PD1et38$=?I0 zHGG3?jszMr-zVe;x5fSK^eTTE7KGo*#Mh$tp?P8VTRB8`jzRa*vmM4)+N+J|CvX0b z6FBnUYqu7}lSRj6Zf9WJ3`+YeA!7Nj{ZrHc+pXYq1|I17VU%t7!L{@^q$ zMo|^aLEw51r|BwcR^K0UGZo!w3or9gk8gzks=Y+f6$Iy0Z*fyXFFh#?6Bk%O#L67+ zP(dfPSeDLpG2zv&LBp>wc#=OJlLft*GS!szyiMccn=3C?SYAoLqHZ=>QIcRdH ziHrH>&lAUyU7~vhEH7~ju1AXq1W{~q7?Q;Y%Sz)`Vya+eNIUsQ)$$aB<*tUhnJin1 z{1*3zUqbPRCqj0nJQkX>n8v0_u^wI9w}Jip>u2cfmA-)t9`rEmGW|_ec zIS-4+w3XHTs>ekZC_hS&9rih0lZqYT1ei^l#A5mwv!-HHwpU~s)PHbIF@nkAH=zy6 z*ikGq;p-n(@gk|VCkt7E{$4#6vPpprnY%?3y=!Y2@MK55BV;!xxodxIW;SpXPe{M@ z5!Lt(UVCAq2Ax=`(5swQkqsKD2jOV1sM0B^V$3*LMhxP#DEzGghj~q5XJcd8$RVDi zS`IBAD~P-8Qtzb(D%j7T0fnp!Pxz~rbGa@R3z-p#p|9(~M=5jDVNX@7w*@;1{hjM$ zM)9Rkd39}xDaqB-5`(WT-PIQ^X7NZ8$F&N6w$jrnzY$I5Le`3gl?~>?+=KTP z;^ZHDi00B}ZRIAft|h+Z&}7^y#bcP?tvQ)TLb`BxqLS-!U5XV?_ly192Zi96FDb>x)sn@!&i zO`v^@ucU9LR7+j_C=WKE<8)0kB@#p;{l;<8o+(2hpBSFDnV;=!SXDleYh-pbb+^E3 zp21M;YY_G@a50??{Mej#v-tywoN{RUy@Xu?sH@C7$rZ(JVL;cDNV2rU3w&9jAsZmJ zny@=|FpW5&6m4@NW1-nio$G*eL$1_G%j0EzqC?)Bu=DnHGb;ziJG>?xL= zyqlduHJi0o`I`C+6cxUC@wxhh@^uj;bR8sH)-GEtNVlhfiZ?53j0B4nl1p43M0E)! zD)33JyP5I3w}1{jDyyETNG-bUj-b;)M?5LDQMC*{GsLPfMDa+$vb_C9HsfM`)*D^& zj)Sz^h$@uDMyANe?@!LG`&#jXCdO+Wn4RtwkcE!AfJkOGw64J(w8aEeGb7xm^XrJb zg?lrPGU|e&a>BD-DgT~n{#M_o=aSgr*^&JVy&mbaUCbV})AfD(6xF zyTex~_YO9!SgoHfB`fXsJ1e{+(o5h_Y|4aDVc93L`O7@+fvq3S24KDlRwO$g%1gp1 z;|#lottqeoPsgIerWIWH)yMQkt3w1|`VGqb)-2`;6uIJEx9qg#>7qh5mFep4_xZ@v z$}`2Jz@@H^K}4C$pUO9sW?!MDv zOh!P;zURItQcNp53Rbi)#qg|Y+>&|Q{=pGdl)H*lPOF?=1ctsxC7P`r&4^lX|&5( zqq~Q%bH?&nY|0PvU2q>gL02ZTik?(gc)u#M>IVHkBK=_*MlJy5FG^S5Wx00VW@vA6 zBYshr=jAs0UwnT306KE_^t_OdLl=Eq9Ff^)@}BGtAhNGtlMmV zzYF@C&E7w0-39{GkWTmeQ@!|Kv~T~n)BhjPiy1jsSpH5g*09#Dkim6@P#9>WEN@>o zO))*5?;C3h*0N0ZBoY=7kOQ1d@CcL~kTg5?=x>}F`5GHwSeq^RPV??M{H`+`2!+RG zv-wLSIvJP8$qDIa2?bFZgfaiNd{2ptHT*Rsc|3Hwz&FvH9V#>=WIJ= zNcWj+H4;lEXn^PgjCcGZy0CwZSL$so+wjbB6#wJdR4sLV>8NOZo`X-QDmt87F2 zrLL~Sl}+ykc{a5Rc$qu1zNdxjiu~ejb~tRnV;MbsjI22jgxqHF<9zQJ9axTz{uyBn zgHb@pW2LVe(pSm7^3udM?L&d@tMLmPj+xh%s4Oa><|Qf5*i#GhY1Ja}xji~SC?AKW zq|xcXoCZTTX*56YO`VGMNxLza;Uju5qeQ6Ao;+7gT_b?If1#k&=+f=MsMBW=#}8+~ zY<-#&DTfjOeaRxt=e(c~YL<_C{*`EMahKKXTMWGMw(4HO42sifrusoC{>0OLB$%ik z5=MFu5PurKwyX<^(1xM)$k|*LWn1MvqluD^8rAk5ui+#7dbWG`om*mX7Z(gU`iXyj z1O?|%O?uA`Ix+_+Cpd=Y@kS60unDBJa++cOh+;dXzq!rySgO1!Mpnf&LXhXW`XE3q)f7Tm9(|8R~2LEWW$LT+Uoy4ng5y$2q!~pATU1^Ay!((ufqh64tP}>hF zeUILI?ks{g*|>pa>Fruo9eQN6_Jo&Y5xJ-3U!F633R()b6TA{PvLpvuW*08l_h=r( z?`PGdVE)DbLl%RRwstnU%3Ts83wp@aU85Onpm&bmGq z>@+1V$IsBqR>5q))hCW(p6B^x#ZJc*MEW6}vrntnXHSkADCa#U#XJJn4z17Un5#7A z!iWM6!*x8w4As53Hj#!}!>hz3!feK+S1cCgO^2b<~`N!J%Y-s=;#97Njr* z$vc(%T7yZw)U-bF7Ni=-?{$QOA6o3bdFv#7#H&JNREKqY(uK4oWmEQZBkCo4Qxilk zb#?`9w^RNHF~Vx>qr9&i#we^%EfEvG=1lc-q5;^ZZM12JCfz!sNWJrsb19B-`f*oN z4(_iIukrCI<3qpHW3MWX%li7T0<${EM??Z zXRpdzSZ`S-!+jpJdKGpuR7GM;Jq<F(n9!DM z4v2@4p~Fu?!r5M88&?BUwq^!tm%H9v)|&7+3ZGvuUgL0FE@5%$j%1cN^FI};d6f&^ z9@@9YE!Mbg!)r5hktcxH<6XKvRJkULjS~fCNi@uwY}h&RtqTJ-s{0k48U{Gb&VgV_ zALZ$$VjD++APlzB@OrYphHG>PRnFtpeS>(4-Q2faHiZXr^bS7V4j5*QwoX;kjU{B8 zZGVLvJiqNIxpRI*nF)Ut{=#1qhE<^Iuf)CU$Q7)gu;g#qq)bBY`mj`$D+JH?4#w;c zCRBi~c7o$Fk4pf^b7p>Fxujh?W_ok?ON_>OeB{y@wN1hpkE5cJ!{`}`2U0h_!Ea=N z&0PxRC0gq}9VP80spPPZsLbS ze^s$9jzmKhl7A`4YV=bCxgInuU-Ge2k#27r{!thBVN>2@%|~=9aOFU1;D>Ed19ltA z4lvUYpFKYuz~74ZZ+s>P!w1wFS`?E65sf^$H{+-kxBl&;?T=^NThF$>;Z-B`pC~^6 zl7*U)k?H^U>tkeKW%$1^x%{~^8xsQ)2Mg2x{?NO1%v)yE^^llG4o2tpqb zMvJNK!S6;h?pTcGxt^}Cj86YCXf&KW#Pag;R{PCvkLw+PRT>l&^zm}D2k<@^5|M!4 z@9pjRw$*N3N=`0R)29qMm)}1pCB^Mu{eUwcE#m#!}sm!+WJ=wJT&y^#DtH3H4;flQBkka+xvT| zOnL#q?9$TG#>U3t;{7n8|K0U0K?6>j4*~7~)M`}#YFTV{cQrS& z5{uh=QN?`^4-XFs0oN(_|NQ9g?$*@Qyi5fD>$(-i0UvujU2V@6ikna8te41UN+nbE zkpQSZF*$ji!OF7EE)9spQ8XNd|iAl0mQy2s+O*Qi#i0sck9(5cl# za@Ew-;yMAUaDnq1>VRNI2AeIH{RWT8beQQgUrjGPrsMDV`j4nEN-`|%1UZ9;jECr*|(R|T7ZL0ECH_TSZAR0vBu=WU;WS3$wY4<>n=IDq_cUAoB7S_#5&A15 zOMKb>!#Cq%ZMn;v9d2Y~q|9VA0RsaA0OGY4+tp&})Qhq9i zh(Qhfqs{dcLyXhy?DteQx3I7oMyYn+LEe%Uwe-rR&->;_TW?EX>^|iIBEY4tL=bWY>ygtXB z-Q8B3Wf1Zp$@H`|fags9=X|L=zsD6(EAV!5QBhIP=f~^E`|A&X{J#QO1b)!``DXuo zwUwQTsX`$i^J!gdV!vhe+&Vx;o-yWfiQ>kR-EgN zF7Hb9+KZ)XT%Dob-rkK3KLD!P?bbZbA7BC8GCMnqRj*ts2LSfZNKE^sDr{0HrNX5$ zo5e*h0BZpl2cO@MM@3p+zsGbu<%rNLIX(S(2sb!V`!L-6OV?==@?RkVgTC{n0w4o3 zSS*zQEH9NpquK7Xk4z$Vw%!Ray70O0HZ?Vkr_#&k^5G*W6-gk&!oqsUiin7ai4AG< zTA=5!0$>LLkJH;&p)*xA{yb;*z5#NgoJWo2c3jb8ym z%5uIWUvs&^baG;XhleN69!qik;CQ|i;Cg|_Y$j7E7EPsAb+os)x4(~$ff0(Pq@+Z^ zU>3+Gv`!=*WIyzd%Nr6sZN%Gfc;ocsA;{P9W?;Vfz`@WB7Wn{}9w~##}WM|zf zWoK_$DWha$XOo)}vL&GismNX-n{3%Ld++f(?_Tfm`hLdy^Y8EB@u=6R+w*x{=XIXP zc^t=ifme|5+AsX@;X_yGzhZ7|?Cpg(&$w0^SzFIRCX#r( zaPHa_LBSf_O9EtMWH`qxB%hZc7@<%;c5>o0sc?^BQ8M`IKuby*9Tyij;5`G2bk2Vf z@+WMD5R2lEpFg+y^9`qro%_ZicS6!Mc(2X1-(BiF-F23s5VAgnl06+Pwoy|YDRW(d z*DWtCjbyk+{^s#aa}4C7*w~8=TX%KOlm8#{>@S65eiJ5kHroE}2$zMg5hVUgS$8QIL^gXxVnZ3Hti= zNe}@g10y2zTLW`P);aNBaAz`pqmXdMcmpWg<~?(@3x=`D>Mym)C1Cv$`(z z@2szjyR8~wRCm0Li6Nt+nwy;sBD)pGi_i7w$&=Hig6hqKX84OyjFO_Ri`vc+aI3}# z04U3wv#mpCMn-P4EwA82>U=b!^$C>8P;x3syn0{0wlR{n*mK8TR#w*6_YBI`on-Ni z4+T{LH^KzehDJu7dU`@eEb-GFs`XBl^^Kx!ZfR*bKD%xLm3*p$q{0mKkN04KOjQYq zW9AKflXccm1waeTtOrLLPEP9!-I?Y*v#s$ZpFYuDvBHbY_4A2MO(mv>gA?=oIgydF zuI|A1@3W>SDpFNnp$a@4E&DLU1R)`}z4T zEZ8PoXng+sdC=kY^Nb7(09C@N1s=(>e3sSLsgVlq?)4fu~0O{4O zGgTV)wXS!x!bAAF63bsj1LqtLUyI8r;wbwZRRcgfh~{6V&X)V=TIn?jDfQr}8{vB_ z1SRrtXQ>{=%g1NVW7Cn$m5#{D%DQet#jDr#_Qp%iteZLj7w%L`uUThHlE+uz|ar^^&uqFcmdOnrBzbo{zEOWZzSCK3j5zlNfx z8WL2`1H59cx-=1TGDaxZ(nU2CeYH%{MgQl9BAfbCqNmrgEW0^X7@DrclsbgC#E26w ze7ekUPZJ|v3eer&;IKQ}ue9nRfJ4r;NhCy9;i~{6Q!)GA90}LO8kGION9o54T_t5z z#G;?wH!PgJQ=+1XwP#HW3hHB==h|KiUIAR<{yZtkuw!Xy;y$z{7kvWHJ4pwIWOB=U zuZUbeJ%AGqwUMF{PR&y8LQhsJKq-W*PqOa}4G$~pG#n$?J7Ro%je^N$#-;*5eWLK~ zl_IEM%c4-ICc4x-uGR5sR5UX(f#Nv7$eD5;03l=(r6~}ER)1+oFto=+N0X9~UE0mj zyd2feedP+dWR9>+$FC}HNiMD%ze7c^$*UpOA@3C#Mnpx$aX4Fr!?NubX=rF@US

  • tl%7djVz#JoOr!|IKtu8JhNlSOT6iv1vmrf3pCqpia| zEh@GstR_eZkZ8l6*?n3h>%7AIcqWwbj+fUlb4H`;OB&NC5t&Ry3}{Csb|5T_FA zcgmZ0QgFt-L`&|QD^X#QwmYBZYjMV&N+)n*N`(R`#L()bcmycK`SD8*=UzVOJ5(56 z5iZhtkn2)A0+3XvcEsU&8+N|NWN-M(edu^E?(Ovt46OC${;VDwr@!^6EB!hY`YAg_ z3U*cZ4@XZgNY{o=osPk2Y&$z0oAUSsMeG9<9e}vdl?lTMg(lD8RiRvI*CfOs)XhmG zUM{pUAMWPMn>e;%Ix8cQM+XO&a1<2k-zY`Mm-iQ#qG|}peZSspaT$Xj-{p`u1MMTA zlwid5*+4{P4<6q6`dl#~#QC*tf0>~EPD z{TzYAp*^+LDJyU{k0!V=Rekwvd_Sh4K@sX5RQd4vdeQs+4)95f^Ytvf5ZI9XlU~2B zMUiSkq44(dD(s(~McP8%I=!S2OhZdM$qIO6b9Xn`hSH&9tn1Q?04nb+d9PQwe#IN7 zX6FTyJt^wv*njK>i8wE`{YGxGMY+mkBW`TU-cezAivItW*^3GoFWlZj=c+lqYs;$WZc@c`m>EqUiVL^o;yIrH;e2))A# zWE6wHmaU!Lbt=fPMEW%`oCR7cKzBgPZU;RC)HC2H2CIF2kA)>9%KVfP_sOq2IXMB7 z(Tx?E2S}m|u^m0YNbdAlufp9qN%TRwB{atJInWr_r)rI!v!7mCx_|%vh40T0*CZw9 zeZ7rURS6lKfIONyEQ2~--M8cVP4X?mj_Hu>M1|>gIy{_}ic}Ij@f$>p8Wu0{vU`Ei zx2e@teyiHHHU~gMQ=6y1o-4tvBi$?%6ci#KHM3d(K!;{Nv9Opj z($dOlhb}?=9CV7fILkunl)xX6@INDiRD$&-EHqR_O-)yfnG1z+v~V+7{k&9`@U(5c@pZwrZ6?M%?fW2 z>UDFXwAkn55PG!hI?TLJo;-1S-qoeQW{0O_Qb2|70DxsoV+o-%bm5gwZO$V z41FrBgLEGPJ*37v0?ZQ?GIS_=i1?%9`qG92`aOIUWiF>*5xUX2LZDbfGO=uo9QQdQA}Z{g zXCk}00=c;B26UZ57Vx-Y4ueiB!&mbJ-w+W84c?Ob<+-wGx*X_H zAF!1~X9wo20~uEZY#U@iIX$3M0C8>X449ID0TuF37mNGNrYOem z6b3xnIesN^{Kf>+e)=;;?||lketzv|HVO87XaIp|gj1$(Wc2GkYq%yZ>y$AE2L~%F zs}RdE<}gk{ZKy&pVQmv1FE2Cl@bD0V9Nr>8WLAd$a?LPs8@o__fWab1T#pW=67oG- zDOq^1JXo|Y5UB%PA2h4YF|S@xn)tWZ_KwXjDEx1SpJX}KiO`_X%s(?T6Zm8IiWuNk z3A3!*6W3D+xZmr1uy%BmeK0J-kO$qlsbTuyM*xp}9RwN9kad`^emha|JMndL5~LFs z7f&}7vVay=u#ASxAW)Z74$dBjYJwk`@Rci@nj{-F&J4HNZzp2Ees5Cg`8}KxwlKqP zfk-sasDacSCl1?j7`6)7D3eZOZsz|jy0+z3{8=^NfTB>H&@KS|uKVFGU&gidi>2p3 zX8}F-@Zm!f6O+Mk$g__O{f1FpOlk5*UVtX5l35`YQn7}U5D355$UNU>3+Z%hY)o7e za>C3buZy!3@A1S3&;d9)3S8Iy$9Np_ju15}*d6yQErA|H0DFstOKfK8wQ@WlDfhoE z>8rdvUfu#|H#*W}5#f`Ii^KX#P<*P7R?C6BcO3ajq?}n5QFp(gsR-X>9 zhlV`b5`<1qPsM9yg)Nko&x?jb)Ys}ON7DF{Sd`vLk#JoZb_F*Fv;)OyX=$Zeiq{wA z803Eb{MkJTcnMDXg_3~0YZ4OS#JG@3JvOZtXb5f%_CHO%rioIK?U91R86%Y_2T}YZ z+FcZ#ePmhExCcpWtgY)9fq?jE^erGCn5v6U?X)eRJ*<;&sFHvNrQi@je^ur}%Jrwq zQ*dU?RR_OQS}8iv(U2jI6>wzuALjcpb*1|u8+G4vjJ=U=!S|w)X2#j3A}0?}EF?0i z_K^lES&~I@=Q_cy|0SVE*P#<+AVLX=OoQ~s%d09XD?jUJuOFJB?Q@ZuIz*G!f-?zG zOPr3+neg)E%dDFW2P{iKwI3H0@T;QF=XRz%>hpK{7+m-cc(UO@0N~?8;Q=Zt8UQn4 z7k2L*h+FS8!=Gm*qyRech=?fniehh4ym;}#EGUOXUAiR`e`@GSGo34|;*Hb>bT0EC z2ZW_lLFSQ;;0h>>CRbwp)M&2#wLwGDJcD%uHaS-W;|m2jDl81-o>*?@P{DBAi+5;g zX#t(7#t3|h3J<@jrWVibjIO%B(?u{&RK894+b9 z|G9kY=f7oVWo0~hk?o@%VcyYjuh}@o-P2Rzm-<(G+MqYdVXUTB&wm}9ux3s7VE+l# zuvY!Q{_>wRtn)?n&!@)2r$W)WVbt-Dr9_uic$`0LT>9sEp-FI|a#UnmK!&5E{e}+T zPl%A4OOx)oQ^nsKpkZlj)GdlXAcc+JWU4f;0``9Sa4?h0|hx4@v zF&2`4WVN^N)H8}~h9G!zpR%5y+i=J^KwFMn-wleHr0)vH&B8MS&e7gKmr_nZ2$w>?e{cYv(; zR$40Z@Yf*dB2a*z?yV|S9@aK-oBc^ygkd)5?b~LRC%Euu`Ji#);^Klf9jdtLC#xSl zBp8R+9f1udyl_Eb{wCLp#$&uumY+cMh~4i;bE!b_fsD1ivvXTj^?1UP^3T4fp3uYo z{6C@6(uyj)LdYlq{hA&K6#^vdRNQBPRpYh%W!F2s=rYAPII_{gqLNaEiH@i<(SA4Z zEueoL&c>TAE-gVJ$_G{-__KEiJDNWLPkSNbUuOXGgi}B^JTj6&+$kMMWdKxF&Ch`4 zrsgx)E@rsMbCnuv)a#5iD*gbrhs&)iy`nU3OXl5BHFDPq^IzwdssR4hT&u$dkjpRQW zX#weRKxRUMj}OxJ$S(VYIOh(Ol!(M?AYkAbLlCs|^u9pEfWGU#_dHGBkyE!YF+)?w zJ{29wxsWR1C_ww(g|g!L=NXBOM@%}##;R?eM^1u5eF88S*!sh%2!RPCG&SJds98Gj zA_yX2H>$mXK1*+J{`VAzeb_B2dxm!zH>xf*H5Jezm5(-PhJ1!!Cw5TOyCIl;pWLmN znnoIAuFAID<$KJ#fJ)iVKL3xr_4miw?(hlhJO!Y(HP_zy8<}&qQC3ED_bmWMz>|~i z&snMO7J}v@Huf4rA@fNkhzU6a+K+90k9JooQs0FSfZ9*b#1xfUUsv}gGgAY1ZYPDk zB1!~I2nb3_SI}sIcfrQR&9smL^8j}agr{W+(vdTVbR@(8W2_xT%H6UL3QYP}C`@wp z2{W=f%*)UQGo$$d;5GtuWu~;5%P3nhe?Hw^9s*KM^@>E3RK&v#erv9?+vnCSgfb=? zvIRr%NHV6Bdeai5v4by%9yG{buUTLq60`uU>*C^aJ@x5jQDv*_RRaA?o`%SA3;k)O z?XZJdOr@GSw@tM)^zmf-Q;}XYg#DGuwl|LPDz7^MI1&Y$0W~%CU~MF=FfpSeP#Q+-g9?;MLh_@jsISF0%c-t<# zpITc3$=A#4EztOoF=*<#yUF~C5HeoS&xA7EV{6$b`O;mPgfMrmxj+m(AIJ?+w8HOz z6oC$C>DRX{v2m|w__Xki!Q}v?39~rqOH7koysI_I^CInOmX=m7@M(0sQ0X$^G5w^zvISK^>8-&`fXd=pN3 z9#~jxQ8#J&#K+pb1DLN|aRKKDxI_MuGZF>O<;~2PZ`LM1Sm%061qADt;nvm*R9&z` z(13%vBMzb;w=y3YwVTH>sX_57EcuZs#b38ilwco15K${?cttb-2TeM;U3MoB3 zz14fLN=P)h6d0E9^Ac_qLIMCycl)?;lrC7oI3zN?2uS9@lJJk9-gW7K*4a%TcU3|} zSor>6;iX7BXk~zH1dfCIu+8TBKOi2-zY){|648f3(@{_N9$p+{XJ@~BD-K$*WN_ku zMsK=Autd*m4HjtV=(*ltR@UMf85T5+zLjN2!ZC(xkU=LB$h{cV2Js^rcnFjxXp7L7L(^c_2; zwn<5s#d}-elxh>_vOfn)b52gquRR*=BecL;C|48-BDT17TLNUevhwoGGiYmTq=jCu zvrd|xtF7Mz56@4iJV6(z-&nVTbS7P*M>46O;MIJQf$CcL9W&(xMJaDRY5Zt*!slTr z;?5Rwa&o8HGw33EsF4xk!)6FT<+_3Fq3<}Y@4@0wM10Hf@!IUm`LkP{p2^3YI~tyi z)7hOH;TE+QmvMjYOjX85Ss&wl(YLi-fXtx2UhkRC!Kxf7cjL?;B^XQMW+|xJpeAMN z7l8&&#Yd24KVBs*(O@4IZZN9%%lsUVJ>(B4!#d!!fr9h^su6$OR_jgMU>0AfGU`~p zBRQYDX#&pSD3o+`bnx@@Ljq9XfOcISOMA2#lkaF}spMWORV)?FtoPS|fFrW-63C=z z`4@9HO7$QaOon-Lxr6@_MnRGTqfa*e)ydinAvEdIDVrV_8w!Xy}a zz}!GO6NHlE@8S!tAq3EYHEKcL^#D$U5SF|RFE6j4<^Dzc$bqWouSQT4yu`%B3ux8Z-0P7pM1; z`flV}nNu$x7G06#L=orn~BUurB%ACDfP6S&=zWbZ*2UiSA^-9fx+#o-J$ox z8N1U1gZ}+0;2n2&_fRBPMlydErmN&32{Ey9^kSplH9!K-F`2##(`C}$w2k$3m!99n z%-Y=AqL+BgNnjVdk<)nz38(H5&1W!4?T3WJxn;cOGE*|{qo7Yrd)*xZPdR6Gbv36< zsO8AP4`(lPX2#0F4NCH-q9QVvK=nx(P;`b$91++Q%3&YXe*>X=K0v>~L|T zdFbcJ2>r|B;ZF+J(H1n-t20V81cYRb7z(wqaA2rM<@4(5>IAW%G&T^LsXO!Iw;%4V z(36t-5eUx{&g^DF4%N=nBfEQHDexP#5KQ7u=ajfSm1}4iA4%GFF+b*0d=9NI3)hd0BFsDDt0a$&sq-L{%$~_?5S0>DM34t$oRU_)&uC+hN0V*X&GDPO?Tr zY%fvkfuQo3y`N07XX8hlFW}TDq_aRU^Kkq2_Hb5DUg3NQFd}JdiH~zlH{YNy-%w0@ z6nq>Yl7r0e$2CE6@dxMJBcCEX#;JvBr^!0y=XBREg8>FkKuG-?74D<7kuTQc_YhK4w~xk1vGCWtb_G1=Z1Cs(lOj0c%9wJ8H_S=k1Lg?(yt0&QL^H2QWPG zy!rvJuk$zO0RIFE32^lruZ3+IMkf_5dEWs!g(fFju#zaKar@uvTrj{G^0-YRbSu=i zHUJ0C(*ngylD!5+D454kkU3xV**FPek&*(t2XI+clFrgjo?ECMLW)no~7T^Qajtb!ou%*IJPcYo$4TT=6);4 zXL*jXILYnv_Xk?H)mtEu*j|!^6X1p{!*E_=|JhkGJMx*^`yBKc*mTS4-`Q1t%y_G{jMU z2A)v52R<6No+8Bx`$7{*CH$^OT;vM)Xk=t`_oETM`Sp!;?I3qm?z^sUNv=O@$fyK< zjld_c8(@C#d_uC@*!c@nNZV(xkwU`m>t;fqV`4N$zCI9Aa(bEk{g|gOGlG=QJ{3w@ zeOPpr_&~6_+w$PX@N7_mQ0NWtEw#0^bv*!o%5aHewcSs4hiPYLXXuXJSX{(lzO8-H zeE^)K68fKQHQJ=)>ykm!HLSclv&)L@*9%DEi^X?>Wii2$#qtLcelc))I$Isc4B+o- zL`KhnBc}+PtT4gwxG@046xn_vJnH@|K!u?AT)4+4^RWtcv}26(ilBDl7_yx8><>C|XA1;h&Y*7-!G3Gvqd3OFTJAmGX#sSvhc6<(OaGx%Oqx z#BdLB3e6+JdmH#s9iSmW0Ftolc?;G;y2Jw@jMQWf-U2#WzXSinmSU#p^JlB4r*@8x zsQ7+IuirhFsj1^Z;+y)6fv~jzw^UJ4QLyypNhx%GkiFu$bqGq-%z&z8G5GSi^o{6u zr2Q{RAZvS*+3iwAPJ$(||!=xi3>A7ty z(KF5!mxQ7Tfad1Y0H7SEJzHb@2rXAPx3z%+#8aUL5KJ@fgM;(5%&H)He7b&?gnGUWx(ziXJkT8~-R$e3ZB6BKUw@xyL?qSoGH1%T`F zNQqkh_viO--@3K6v$HZ(%;6j0CUd;5u>1>rwL?I4yM8zY())MlL9XhRaqs;tv{_T; z`0JN1M0j|D6$)v59=H-Ulha#v6#I2PABrhaGpu8^*8wH?9B(u&zNmm0K+y`%f!vkw zAz+%-rKy?^JhUELb2S=(!2R*gu{E_TexszI5C+Phhvx&7iM||-XO*IkV|mOPqgzVF zf-x4-+;Xp+njy=;r(cc~xd*-=3vl1%@O@wF`w(AUU482F2KjNVeYaOsNT?gHu8V6! zkOd5l%w|*m3ewWjeb*G9unmFRY+VK%$FaUCwuhm@y!>92lt1!>Pi+1unM|*4856y_DDrRSPf6anP*<*Yv>z?;Hn^!D@P=WA8P>KFkF-RwImi60Nj?=iW zBK$l&QglZO?2AKin(1d-vUiDg@9w0xrO8%<1l&cTj>QAfVv!AAhn+@x$BDQD@ft4G zJ5vp5NBjH0Q{>P`K&kOvpSb>oDWwW2TK}}3xQ5IdyzV$8YR}Xl-1MuwJb(!6wbXmM zyh@hp_ck%*$V`gq{w-y%xmTz49b5H%O=2VFBQ!YX0#f%tzSOlL4Vo0u5y1N`HP5T^Dq~fcyMt-`tE(LL04!)VQV} zuo)a;`a-A@x`60brdMR~S#>IS?@4WSWL`=NV|EgFR)r6-&>~&QqVYy z6RUgvqV&G@U&5}389|$8O5OdS-Hma%`nPRdTFBCXYgfMMUh>&z(~YJ>SL7-C(g0Vt z`^}r-nVFVw0{rL}EWz{9CekMA=ZA%meBvOTvR(tKrrtP6?4a-x(Fmpkprf&N5FX#J zxtRRLvWYl48IwOyCEI#N;qF8CTUWTJ+OnCKHSfFh<0r@Nqx13OWsfSQKEjG4DNNsMYzKQk!I6 zLSFk$-;pp{W`$Ic2~Z|Fum%0jKHp*5OL5@i$B){ook+r$7SXt<$xLv@71dH4sN{bW z1NinG8BOeE(~N9rG{@y>6>@^22Lua~kOlVJ{!jOA(HvyOn`m|#yw}Vk5LCHgXAd(r z4ys&C*JiiTSq}2tU%yk{wTnh+H@()^*LAdcXVfX!sv+&(^8NgvwBNsJ~xaz zZbp3z_@PxZApG%H#Un{!9$BaDni;Q#<;{%^3~aEHg8bYCyd0#Fb>rX%sbY>M084tG z%h$*o88Ljl#>YqG`0PfbKM3Bm+8FVExxgR6^bBzbVO?QmN{TTku~AhjNWN7fg(7|M zP{5I+qN7Wsmibgt0(}Bst(?f`a|PW#{+nb8^+$zFGlM{0KzarSNw&y&-x)OUUJ4&< zto*z@hX)UK1_mZ0RaZOvg z#3q!lyVv+2!LuUv*)y!m_tL@U{X+yy{GHQxv!?a1H>2;kyNi#>Ff*T%IKKfIR006d zi+g%@Zy^&oQ7AO}FV)s(W6j3_dO_otc=Yc%g*S`6tW18NwGNX~v@ynVSy{+v5_`be zbFAE$6cuDqt_odti;b(g$b5U(>y(){iRX2aaR`?O_Yge zIKg}nD*arv6Bt=wwfHsOV9S96Mo`tbACZmw+?9ZmU;oovP}M)H{+4iCt#FyWS-9Z8 zsv=Kq>T{5FY7Iqs5gcuV{Wap?$2)ybMUQKejskWNTCSM&?N;WQIaZ&Mp&=ono}Qja zb+#0+;@sp@YZ}Z=s)N4BYCqCU;Wv`)76+!8DlKCh3C{8UG>Y=xhj1ZPk&mWUYccs~ zP;JNNj1J4^Z2Ub@fv7f?N!Fk1WJ*yH5m+`rq=PZ%YBX+J?WClnX7CnDOkhcW<_={@3#=I6 z9gyILgAr|OvsK{bg_Nm!X(=g~Kf4fxa=P-i(Cc6m79R6nY!U23vSO7QBdC`r;DZqrfmG2&!UnHy*?27|pg-X|Q?JC>qg-yeLJ7oH9AJ9kLE-4gY8d z8N6^j;YsoXXe}uHyw+=R!KUFjT6Pt$KH2oE!|Ta>vCs7m*qVUogLM&CtU~ki9{?5E zD}5EZu%QZ%V$XMKQB~{mPI2Hdhst_R$RaZWjo&KVHN5ShF1p^PBgDCp`-tCtALxo0 z=G{*d`*@twAH1ODpV4`v7)EX4o&lA81{^uo`-&V2WcCIIbfp*-z);0ha!S^~oLT0> zdJTMKC8dpbK|xATpK_TJZd_02=8jH6^=40iJsHM=%$aG3Io|;g2UyZ*zS!9cv4*(- z9l)b=vb*9O$~6Ff!O{(cx1?*A=|;0v7sc(d`P4c+3zfQXA%)8 zXG9^64<5A7zX8Q3oYlnl1bQ8}WVuz2we>sl@&Paw@cjAh*H`ZKUcrQ7t;3Jf z43$$8M!^A|cC3h6)5q5}fyIRp9h4-`hT?1xY9U2%zl(@L935!ew*nw?EQ%q4&VJoE zrWgnrHU45x=_fZ-ixBJrg=kkuQOSv9@b_R5YgT42bbU0}T-ZY5KS<;zRcIeAvdUd9 z>Vkf5fR(auq|jVJRW(v37@+efs~d8gkPJ>B!uzfe2V;D=cK!>bSx=bh1l7@E!cRaQ z210_SBTu6QO-NC6i4G}D*C_i`YLO!)j=Elo&r~y@*a%M5A^!yhv-G#v|9whh7Rf%$ z&CFm^z3RgMU<7F@-oz8%r`F}@=qURw+|JLz#y$f;C4`uFx2cvz(%V~`o?asFasd8ffmT+6+;w5qSWiSq+iP{(h>4{wgB>1YGe#5Kx`>m)w z9R@y*f=eC6DA_30lw5C7>UR7@POb(5{DFf5GqL=8gD;D4MI_vY1A`73ril|=u}GOI zH!$CV?f6FyEV{NPpQ{WEm7E;y0S8b|Oh}qlKVHWU4OW(4AOT&M1MDglzY(7KY(iN& zHo^+#ur}XZe?=XQx5FUi9<8Z`keL&qM!)1`LAQD6c2DH~nBp*`MSV6e ztD7ZHon6L$LY+9?B@#FkiIoUHn9D4$8NVFBZ$Pza}!MjGf%kKe5D=Hxpei|@M?Z;kI$?)Jx zdZdGj3f^`vNXsB|MKijdBX4?6-;@K^>$Rcc5Nl|gWsa7G3xn?T;d8ymRymK0J1Cx;x%-+>#gUQhDbxhXR!#Ei40H@+-5U6_`Annw1ujYFi`?# z(R-1Dk)w9u;TWjncf@krFkp4DDOZQc&I{N)d-JWPc9VbO#{Ab}F;8GQsqhi6U!eAX z0=}I{fs&hJocX&cn9GX`UoD`^7513;8LSCAg$@;SouUaq<@OABs z0_Qn-$U;z-v9i${0i2YG?SluSK!byGdXsqV12QV$JP2N3>|S*Fa;zF$u|<|~1>37w zL18hF`l|ok&~Ff?*wDMTLfeL(F#;ki{W=J`uxg6O>!B!=8VtLxCVmLJZOU*1q-w(L zq6kkjep>|`+h`5j{=C=raqsH{YRD3>G;z+K5BP8`j<&NMxx52CxnR27?FT8g&uie+ z4{LhZkHC;x4et8ed-dgwz2Bpunev!^E;b0hTKi?4>^qFX!R9O~>@@jBlIB|+JE_#Qlg1jWY_vfer90CLT7>W1H|w7sn@codfDMUtY&=-U*u7kO}JSHy1=9^}SCJb|K z?VNO~C!Fsn3hd$tNIA$bB^iQhdVWnOB%$!mpL=Uzwh5_)nKdD5x9?RnfP`5bLh$54 zlPTc(-E1|e^k5s%L<|O_*h2=PnrASfKhqIfTwbQLf|Jtw#g~vp;f4et@k=zUJWqMh z0P!#O)vmoF>@(oRVwL@c+ylJU+V~iNC}7L%4ezqQeT~&iF;~bA%s7CmF&?$V3!vIp zVb%%E7YFjbY%ktsXIoYypVI+($66s&IguvRxcK^QBUV*`p$Mwo?-PLF$>R_r`u-~K zr{YmQP|M!m=^_;!OQivs98Qa-mR4F=E^|s~XefXLaHCM%B9V+_l#Dx^siL}rkA*4< zi;CLa-u_%tf`H~$8(Kfh<{$%|0+SSV)2Az6AiVuK1lh*~u3gjj)<#hC38`avN`XfK z=ECROld?JS_gUO@Fif^OV7|Z7tTq7XI+#L#|Ap9v1b)0I=3&A);MIW%frPaNTGP?? zZ!Eh_8H{40%zmIjYivNN1qcem@!t%sSFiI62?;@i6IjBKdG>k-*qufz>0<a=uedN9Lqac~ay_tiz-y(}&k{!PI_ zISBe>%$5v#{NR0u)9kEB+P_=8{QzqLum%9bZ*ONw{ ztGRxWe!lcHLyMLAmGnog-JX(XolX2;%9vu(!GW1oF^1W=L<2Sz>g`)=YRmFEl#8QQFe>SsNaeh#WQz1&WK7@fLa@#wneBQO)QWE$tsSP$@AGH`UvhjnkQA<=7BHehz9%TVWb^FHLh^My&$w@=NlBJxi|if&A44;D;zPnJs7OsZlwj`G`* zX!lmF@11>L>+!l#Ja_voBP4UUvO}#M>3g4R<BwnRQo6MT4;Zg=)7m#^-XCEoA<*BMp04=yL8lt}gYtDj$rD{tgd zP|F-Xy|J$XUpaE$ooC>IOf?^VB-uZh_6_n{^?6dSTkW-{b<<(7y*J72q0Lxp3;#OJ z-zqquc&-v&0P|L>rK*?E6^Vi^_4TV1PvNbRgxDKTeV1*|ZpZ746A!w$^rRvfF?}|l zmu_qI>=?T3H%N1K$^9RnLv z@UB$Yk9cmBk2$Q}y@h$+f!F}CuH~?J`-_1BhVmPof5YlY*4y9iq2KON(>;Pe$--y+u|dnOa8&CF^_h%Nu;@KsjJj2q@3A(ttnXLT^lAj$cajE8|WKv zmmptd^x@i>Ly-LD>B8vB^Pu==hq)f}?w5|t?p24X&87~%V}@cS#D1XcIcJ#`cbfP1Z*2wo z{b!HY0TMsT9AvByBf%#oo^x|?*?e?L$n{Sg0+88z^t$nA zMZ7CJ|AQ^DYQiUk_EMcqo0C6SIdeazxD~kiFJbyfFg~3fUcs#Xbm#A9?$0)%cWW-H z_2M7KGqhn%w$yj!$=vCgQNqM-{aOA#9rGu5_qm)?hcv2)>emOHm<((qNP8GXtvW}9U3U};F zjz8Gpb}-@JP$`Ssa5%ck|DTp?;WbC9v)GcV*D&2#nrFcU2k|B(2{P{Mn5&IP^%wrG zgNB0c_=mqLEZ<0?V*k^*&9q4n=euWp&$KMAXib)S?2$yD!(`fhPs6rtPuGu**{{Y` zM-ZNyUW@IK<$Ir0AJ2E!4~p3Tt1I|#IR*WBO%dac_fo@-yo21dLjO*R4{^k5y9=)BNf*X0uM?yculGPfb#tzcv zE}Ym)S8S=2l$O{uy)yNkq-Q){dNuAi>U~#w&iFsBdht!Eqtj>fw0l)icV3sBImGMu z@*3J~INc5|E3Qatla(11+FwWE{}>QnO|ZZ1s9^UWpNq|TxYTui>>xI&gTvy1Xlh~N znxR{Nnj6zb=hza~yf3Y@#OmIN+uFU?nZ5tMcv z{O-4L_qMBvt&}ZG`$pq78~20BJyzlW_$VnJ$)n}(A6hFj&pSvAS)DpZgt#&F6>Ytj z9VtIbT>I*EbgMV(zStFj^DY1Bqclz_s-FrRwLDktENmc?yi;Pppziw>b=r}6{*l)( z|CxQ;s;~^%je&>bS6g4X-uyp4O0E3Wfx@pf;!{~y(=Fr5AsN@@iXAtmtA-0=zkYAO zE9eY4dBP{mGZJ~Z|G%WjPv~m-ZTdFnx$h98(Rsvd+Ydq`*yGF zZVsf~s9jS5sVA#P39UZ{uC%$%cl#>zz5jm`?tl3-aoo_zr$c9_J1z68Hj*R0TZ=}f z^^&MO>ch(7%L}I2QxpYbRhFqbOQ*5c{~hlZF0XSHi=>hG1qBF8py@8U7xFT_X2sNJ5$sQKawXRZ(7k z1TC;_|Hw#^=<93W$bN$`3Aauex=OgrsDPDA^i>rBb9cqfzd%vflKw__d*oBHYGXHo z$d&R*Y&k2tqxlr%j?L4(A=1(|$t&9y!ztzLo7QT7-`7)a1lNZjQHz8)!7r&k{(fxC zaj)9$rGA68I0g6dv38$0BKJV9&7mew-DJ1|<4i}0KZFFa3VjDim;k~hEgK011PVZQ z-UQTdaf|r2sHiB&;Ubc7zZ)0=9Bfvxv=tQ_fV7}r5P@DIn&4%lDyN^~S>*G#Gb- zeOvb+bOo$@nC5LqgLqED~sVuMW}3 zlnE!>{j*;>n9t-jXl^^)kROI)Vyx>u;-2cbB0JeU;u&LFeVb#zduOYYOKisXsw5;OI}@)i6?e)!a&ig{5BFp$aSg+37+A>bc+ zK}e8!E@v(cePt1N7c5${SZW!~s>Cq=jnm_;PH=7R4c{;5gV%-Oeh_51(bp5fgbuYp)McOFS@Abv zw=?8%lCS0Ufp6w|9lS z*slm6f`Wq3fHeFL$h>f8k0cCR)IOK=pFE~zSDGbEhA~l0j1$qnz0my<;p(V6Cd;%# z-tBI#D-~x_9#%_zwjVp6-pSrgts;HtHN9)RbtaIO@wbSDH?oj{VO4~b`#NY&aN!bM zw`T!N)Y(C&Z`EcCkGdup?UO|80zAMV`30_p>_~P4{khL03r6vU(?HREcB4KeQM~=v zl@28I^+5ds&nlq%k)dJW-EDf9cACrtx~nM~3|70n`24#ts->cmK8zE+;ET1jz5S03 zvfQUpoXo`i>vcRv_paaFJt^fW`Reu5XQ6+h|JE^)8q?L}>7&NY0tb?i6VkLNtkbKN z^K%`nf5);ws5{-=pTwtN7XjS`)GPOH5V(MvK+oSsPz#JfGaT$ya0gB&=mMs26ybEj z2nG6{vqiYX3M?5wmkq{>k=pQHlb&atDJS{o~hU2U| z;51z9FAm^IFB1wkXAumJtWgm~n*D1>CNsWs5FTE3Ejt=|(pqgV-qf_-kvS0W zeYNi3^H$j4h3f33{%xPC#oWJj4bxt47wh9Y;I6vh3;F69^5CK}@tCEIwt)l!LF+k{{zdXA0CG{t(ja{$NiVX^t)}GbG=sp{g zam*+AEX(9QHQze$(1yyEK#k*XMUQr#b*#x6tQ^}bBh=!a8{es6s{K4MLn*MzAhH_) zJ+?N*!2a6vU3PZ%yLWJNqJo+O70j%_M1OK}?M-V&9YKN?1Qgt$E%?RX5C&otX{sV;!j2`(<47cf(9g~1cCV8J|g_;OAFAEUR&A`zTyRcH>4@_vpNH23$Yzubu}U+8XoWBhdMP1>}O;62Z?5 z?0qF%z(~g>1gdU@k@l?HipTuc6Wdf_9_nw34u!=lHr=lafy^`kIwg6 zSWj&fN;i%Yr@XjmzGWPC{SBAO^Emu-^Kutz=!njrKR=anCsm4;j12B!s@dI!+fvOx z-3KBH1_TR#!SN2n9%A43RciIpgGrL(W(v;tg=k7S;d?_vvh-7`a(OCHG+9`^`GE~< zc!`{Umk^cs(;Dh6M$S~UnXRoY_k&rF{l}18JYCw?=2|wWIC&L6YZS@&{gezCuMe`*h!1^nwNX^Zu^ zxCcXg$5e^e4Eb43^Pw(5n4wh79x9b%FTB3`;3V5vV^CRS(?Zfk?+4faXyH3V8E0-d z1j4I1D18#pd8|jp{=Fh9a;%`#SshCjZ7>169w74{Kui_Afy)GD_x+uAMmZi}*;>~z zITWR6-!MPlfYU|hEvPmjdd>lk{Vzr#ET2q40R$dBI!LMUf_I*3L+!(z(2zTJ6CEEw zzhMjS4pe9$)bH29%kp9{1IPZgh&ud#fNCiN=F;06L*h}`F%iH1^Y`!H$@WfZi-C+zLCqMXUh3)ta2P>!DlU3InKoJ_yZ8q{O|T5r zU!1#3@Lh#$l|&bh00wa&RsmMLaxlLa`|W-W-m8~swGU2i1D{kgzrLjGVW7c z?X&o_c8uyIuH#RJ)&RU(PpDad18yT~n{SZWcR9EdJ4W)xlFS|`6VU(6eU0^nuyMSUexornL&RNx@h^mMutPB#!^ zXtg4~JS4enbwWtR{y1j>Z`+XqoE9H< zwA2nnzaYcrWPJ<*U_Q$R1&!osie~_VwrwAOTqTct|Ne3_*-v081CzSISO=y$pO8FF zAksSup#=i!F6STh!~$uX&O08jCJEbK3!+sB;#16Li5kpX zHut<7b5sptDiHiB^07Vxkbda<_Xo98`D~02QzQ~hW=K0a1_mPj9@jwV)38d_G&Q|Z zxj9~%{8}aFhf!11i>{hdi)WTUFRdnkVG90(c9S*vl>`pkwq|A-A3j_U8XF#_u-{4G zh**AgFLBOlg+P7)GEad8NK0c0`(QXg zFNAbh(HuzQpFpx?d0w4oEy(y&St%sy0x2F5mT=sfD*lx<_X|0q{5wZpwXJIl(wp{B`{_5~yKh2N0!a{l4MY7DyFqu*~3<1_yDdU<%TVJNaSS@-8?=CM>h zj}`anAEmv@0`kn+!%=37$cb`)0oh6@ztC0#5raB#WaQ!=jdyM!9lQPplXD=i!*id{ zk%CkTv}{+dTyb|l(a2QvVS}t8M}>UQL2!;k_b#aSz}R(gk#+wC=msJ2d;ki>YKto* z6i>H8Nad-MA;ek%wF_aYko!AL&?i;Rea|bh7d#HYCBGaN5Dk;_rdfh!QP7G=F!YT8iC-88WPqa>is#;n%9wz*-`viQ=&lwd0(>hmsXxz%uKB9+uQ!al z`_YMK-QlwAfm+{{zC$CAo;TJZyYrDgPOpgjGs&@{JuVI&>rN(TbeZUg7*A+RX>N$v zJI91SyVU5l^?vc7%I4VZuan(Oanco6J-a2O`{7?NX`YV7=vBuYGn48>lU*U=Ep5_B z?hXV62(a;pi4kk)!iSoK1BX>V?zZ9km>54@dFxC`lJQ|C{F-66E&)HDrg4xd_4E{h zeh)PQAOW^KjC2q~srK+8^i3?@uXpE_Au$5p#(U(BnTdgcc(l|d_f9EnRcA6mL8l&N z(|9TC4M-01U13^>e97_+x%-iW__QGJ-2*g%4i%wD*v-zy*)}yL&B{7g{$7K6hM9Ps zfT^R?eWnSgX$V4kAVL_@i##A!-7z_MQ8iWSA#WD%E+J_UeVb4EOJeb(^@@I(J^=A4 zgNdzJuo|y-{?FgNSmQfQ>~l(R9ebgo2i-?(I;yhq6c?>UR;M?oJ2&D z1?z~=UQu42BmtbuAuO!wgd`-Fa7uw22hjoi*#+`yaMBX$R`I7J>QG#KDqT45zmZL*GHn16?e5(;51!N~wRm z)H+r|-}J6>L^#2P>)Gq0gsmHwQ#NaE^{KCwvDRI-`|J34J)8WZ=VYg^+wJq8QVVXz z{DTjlzjh${Ck@UX?R7i%e#T3TVd|yv>P_(0J98eZ->$rvW1BiLdEx%D>D%@&kyQR= z5#t6^>E7du((05F*EgTJQQG&UW}Pa9DjXn!4v71xE8+teAfSNh0kSqA6<6M;G7# zZK>6)xWg#?Yycx&)%5ApIVcF2`f2#$2?FKyBBW0~b$_yS%$))NB=)S<8tXaNXWn5Z zUeye|YR49zRL{RF@J5hu3%yGjeN8;5IuWr9`d?oWm_VDj>MeU|V`^Sk(fQ|GB_aYr z#d|9!?{!-xLl zyK!AU$!2Pm8e;c}?G(nFFJ9_+u%heH0$IU(El}MnDfr@Ptb~x$KO}7 zdXC+sV^N_bm?8$y3vk}ci3*Z0;(#*^ZU<6Z(X@BtN_gGh#elU&0_;1UzdWsr8l$|T zHBPMD-58Ufjhq>bg?LJgTV`B>BcVweKsX5&+(K^aIWs0Lb!LMh0k4|xtt!1>uUM5H|Z9hnlO+nhQD3Va}R)gaDe z$2wne%H&fOkRB`p7jy$r{AC=7NTIL}#kzHwX$ zXY0DQ?I$OFG>!cv7f$v4rvCnLV!BeQlj^y!zrUkN9uAlTfve;&7SkfqAt5YV40A@DM6bDq?`YQb+U zy|O~jv*rRNT#ek9iwa3Y8b8aVUUD@oIuY2A`PEdi-@>QetWr)Q9{m_$3yYBgR(>GkF#>c;z)O$K! z7=j!0S+H)U3+2r=#P9^*Xt2uxtl5U#KwQ#?ECm&;E>F7q)3(23hLOKe6Rizu^pm zLY5iTR^W2BbYgNQX#XoR*y9KNXkA4~Z`8929lVOe)2CYrULF@uH@;{V?MB+vyB0Ph zU+I$XTnH5=TEDL^);|yXtJ6n?n*S}gcbKNvi6|Gmjx2+8QBX^NkvoWszS>SJVs|>} zz9noubV<0RwA9|*d>8~Hd1zn+%9e!t!7ZkSb?zK#YY{FkYmli!MO1JeHDO)Tf!ykSgeAt6V6*FR}^=W<9aA1RDhRVKo>1Mb#1NDa7JA zWP*06a^%wsLvaQg8s#v>yi=oqK~g_xBWEGx8;{8VmQTk1KU5?gILXs?f9@8UvZir)77H?80`y?{=pO` z#tpH6ckdc<<bK-<6E4*z`m70ISn1(C@B!1?ny;ocH_IW2?R3hl$gTo`UZ z$MlW^op27Z0cnol4a2=&jSP5Kbh)K{csM2zJRTw-iieyg`qJbKDp9B7T?@eOF+N%D zlFq^N$|ItTRSohJl0(Qdr%3~MYWfV9(N1eF8M0*`qX!0WYuYO?m^N#`X$JH_+cAU< zs4vFeuHhZ|k4t&MnK>xorWx;Ya&Nx+`MYUBOK?tpYdb&b`^w&buz&vSH&rUqbMt5R z_0OA9Zl_tVjns9Im8zy{{;4QemsmAMWBPl0*)L>8AWsH5W6=H5ioeRMu6Bi%kC2dX zenWwY*iC0Mofh(IAXo!bMi#tw)(h~Bk)jX?4-Wy07W$Eec>Z$3>J-*LgBS3y`pG{F z&Oskkv9Z|{1BI3<@iPy02Nr8O8z?bI{jAmD8=5Ija5JI%HPf^kIOzyLh( znAI&dFtP0SjgC_N#JnSRN!2tFQ>&F>ntSDE@GhxbzxE}Cbac+t42H()?{9}_b@Bue zgG2|3xw$!CCS(%r?(UjD*ruxes6+lA{p;U;fkZmeMd&<&Gs~OxgxOA3E&z?lI`p1(Z+wa7r8zu0h@zPW0u@J zA4|=W#7N}jJ$Jnk*Kb@H4<%i#df5^(VPN$Z9w)J~1CgSlA{pbaqHkUo=YV(Ts-^zu zMI>f)BLNYXxneima8?^A!HTQV#9D4GCMXYCJeX*Y?l`h` zBR^3}jhHWVNA$*j9N~!L~Z3#!xMP{Z`;=?ZMG5D^>m9Mc~DVZ8UnI7&t4A z&9=--DBzTdJEV9Tns-nO2nz%%ocM2Ma*oRH4Y0(1XSu2zoW!+T+TrVqg})qe38_k? zzyqpyzTUcgZ;gH#FMDob(Yq8kqA~GH8KL0t)G#U%?Lx9r0fF2zhH`XKA0r1cjAG|CF zfU~^IjnVJbU!0qJYGL7jZVw3;00Ks~K;F{Ar#_l@j*1zq1*D&qCP3mY=p2jH3L1q8 zB>3#0wD1OoKQaX|qafJ(#Qe5M7(GPz`Bxrc3UZah^g($24&mloZ}StJ419VLMqg~k zG7fK_@`UQmqk&S;%mc$ldJIRO(ES&;20@mXBId+l0m&SJ@$11vxsYEMZ<0<4M=SpG zvC2T5NQJ-{4b63(u<*PaKydKzgo%kk)%KkNPRhX>54-s7Bq4r{;yzGda^w+rwb?(c z>#&&#H~y>qu(m#0-;_c|?f>p&Klxtt$#bNWRn>L3L`!3$umUN zBHd^nQkx*OVizDy04B|Cpb`!Z^svC_mGbS|xB7Z7BvJzV@6AP8OWd^!V4^AwA-FgR zhR&}y`S|#lnK9#DvEk}!KMSLUvIB2S2PiK#`frDjTEZ2*tJ9 zi{)=~i4~3g2j=d7Osud7w6GXccfWZxE#1r5ivEs?)Rauo{yAgy^3_?!;^1#9Z~fz+ zdMV*u0&JZ5$G`@49DV%Ary2p?l3Gyj?}|nNxdNTH*p&q9L>4IsKxdG6^Kn}PHp4U~ z;qMN@45`tS_iXq%z@B1_-LtGVo4+b@qoc_um=ljj7g&jwkoQ*QL>!eswFyICD=irr zS^2jnaD(&sI&Dsf>5{oNDIKAX1`tQM>auxye&Nd$53#d^qr+Q{{Fouwocd-3kdnZz zEkA)ql?E-wo)t6iZNbo-HsK(f?}!)JZ*9wPM7C%kb3XxBLE^fL(}_iw$p8Vn8KKx; zFnJoQRrm}I4Tm5Q>N$)@WiD(Z=KnFWQDBFGHIqDLw>EhypQn3nth$X;jltP5ykgR= z>G;W5r~RI%>-Ms8aS%)iRUPwH9I(3$re3yv7@(mnMHCrU*(hv6d@c)K7@e3SOsasg zESzS)q(o>Fhw9={jeJt<9y3SGsJY{GojVzKJ2;Dm&89cpG=as%M; z^GizrcXFImU}B*a%I}C2n%7oVnBR)YL4evLyPL42Zur)fj3>|=2G`wQI~SkHgta&8 z>^r3IUjFzP!!;TXI4&ItiHu}N#R;$3m#kV>+NEj0=axA<%$Zr-UXj=8MXn*h0~!zz zP+EIn5W2vcaN~>5>xZhU9Ny4&oIui`el29zc9MqB7v3btR?nbnF$J1AW}al@WP-aL zG31bNxkoN9dKle<;}Befw6o?cZQR7h`;I%Rn-^f*fODj?ySwoAuH3&M7tQsyjT5hv z#Q-bqHpE&z-^(zY!m8rWzqrKXNMEp~ktv6J@H>~6~5)wnI-NTL-}DGDodpgq)7 zfi7t}27EZ%g3=wIO3Y=TU4?Ca5O?4xSZBw&@c7G1=3BRV8XJ8GiAb0`C%rB_h6;yR ziuZ0rZ9(3=gPL9CO6 z%BR%F3cgVVb89QnSNy{_rN6kJ929?Wv7d4~-R4QvjuWIj<3?&Lhz`}zNe$gGHQ)+1NI0%y;8{s%%)qgO$Hh{I9vd<;3sH;aE0_-M_a{>m)9UVJJsJ` zkY2dEloK<%;pQUi>AlC{bYhxBVBDGmSpz(^=7K@@uh)tqkN9>>>D{57o<>+%EkV=g zsE5v4f(Q5G<_P3iRbIXF$ObZ~9Kwa^X!;ul)xi)VBm@b@2Iesk5~+lkS119XVNAqQ z&p%wKf67mx1-&>4;vl17KB_5D%qKOQqeDRJiLuO6o#s zTJ9`c0K6-UJ>Yp;utnK#~8F zjHMHSs1SH#V6#&uOTCxt>U5oXYcG^|apj0Ls-u&|WpRg+shg6gvqPcMp6A5DBkj^JLxqnHQ=A7k-nZ==IX$=Om?F+S z-=6#Zu4=7MybQPko4C$8ncY4jSE1_+KI)(Be$xU=Y-DbJnwFMEBWS5U4Rp>11muCx z1gaprNBy(lqJzA!;DCjC0S_|=$7Kci;G?%lS~MG&p}<2SiVMQoZz_i+hH|!w`uskmEXn%F&!D~WlDdZ8P z-8+8_XrK*dIKyGE#bJyUN|(sFA|+_ZL;+;rMjgo`dZgde*3H*Eap6H#JpNqDa-!hi zy6@;S!72{jEnwK)`1(5xI&uHBiCu`F8zNMOH4S&mFHK9w^Htz0`DfbECa}z5C1==)ZAT zyv3LyA*|5d3bZT+r_@p@91XM>tz9yzybo08Fle_R(h6YxXTy1(VEd+>a_vX7)cD%YZrlm>5bYRu13xNUrMi zzM(}eEyINm(Do5}LDJ(81SU!%%~2#@K-#Q=4x zEEpO^oVnd+1L4xVybJzBZf+Z3Q+CToK~BURuFv^O`mqwi@BVzTT9E?8>JweP%Kot1 z6U(CYehCV%;#p~QkRTW>;n%;XrlqEaj2vE={qNrW_ESE#fEqCi0e^J5va?!($4WfJ z{EFq_Nnz6+-&|^IYgceKqPW_^8P)v9uBYx|W2Q6zQuOSIV1~|uir0A9xH5Q$Gh zaP&)nF-ptLeb)hbOu@jM@JDKq%DsI7131J=X7$0r3cxJ*_gJ`tC|QXC)gtdSx3?$$ z68R-k5}f-zoEu))@4FBn2`QLuBcK$D4KHW~Mz$BxbE!k=(>)@{$o7o(77!F13{AS* zs(O_rkZf_i4#L8qr~vU|YiinP(;xEVJ{a2BMkTV77!RRi08x~0#WYR}U#>(hx1jE+-b5ZgBP9jJN1^oQg})Dg)%y%_ zsV=Wfc$orVOo8sA{Q}O(59iRVZ-#rFvJUvkK2_j;&8#enL-W>Lp{JsQX%|nRagawY zQ>d5h5b}4M?mnUV3lVJDptdM_-z6QxsT^nRFE!f?20YXqvpPV3>_9&>grg|P%K8?U z+N35UzK7kcRoj$kKM=8r4>l!SpIe4H|6^qFm}Mbb|8 ziQ{%BKtXN1#Hqu+8=T$c=w2qcvtC@84u};tF2`r^&cXoBeEoZ@8*VAxjchRy>yC(YEXdG+n6hvq6Ijv< zW<^NWW`Hp|x5GOJ_F+P}1tcqhcR6Uc>w{@;Z!h>aU7)&0UEEIhY(ZxtHyOiXV#th2 za#J#!UxNvnEW^sef~9aZWctop>^ev8geI!_nR6H=-}8}zSWuOwRP3%#R7aC&;7R(@ zE(@GD;|^Rx_pHnXkVV(}m*sZ9Y#pvS9Gmp$it_UK+g~0U!U%FX2c*sT9nEt9y|n2# z$XrH6%-+z7%t^pwiptJjfC%D+O(|!uEm}Kn#t{dpuP$3sRx9*6Z?`zd=-D|5j=~?3_l@ZU2LP9Xe4rO8d>5FJTuI zk!i|?K!LKXfS&9G(h=w71*~!Qh&t&l{P7``m)YdI88n*Aw}wpgPb46RjYVUdL{#=p z2sM9GclU#nDy}gk+jw|%GU;ulNC1df+&i+sJ1=uBN>2ZcvWVk&PpQCl9jStATE}@T zqu~wY`)oDMu7j}7oUPEu2eW7xGLavp!6MG2Eez87U1qP@5XJm*3iU65R;YVR2x~do z+l;Y)aJqv@pyKZBtNVzYBpcKpO3!T2E3t*0q;|!;virc^?jsGyM0bBbuWOxNVt5Pm z6PH~=Ad>3r*5kGWU?+STZsATddyb8d!^5Javt) z=ri09vrt%_O;%sd_d`VrE!3_#p*-A95R((i;uSKrvB96}yxF?&r|1-e&Sw(L$s=`Z znzPvNXG1{F|0*G{{gkaKgi85d8$nz=`m|tE(~uGpiqXfcp2K+CEi;YrjzpPm`YsWP zae^a7^dS{=ujLY5XLwa+vFd2{M!Xy0vN?Hje4ZIo^dXp~@6f=h=B;7T!6(9clLWpW z(qhxyJvWbCQYhX>9oa;V=YMyA`sY&A7$+H)4}>m72P^w7v(u|!il>vC+d7mpFhGv9?@AU>3YnjS zLTW;ISR9;imFY-*Kao1mudd#Yl5}3BP+rpe)o|}WPnSpue+TH(z#tA(BINgzkakyN zV0N-cjRu7{ZC_C6Lsw2(*`caRH@pHg7|0?)w8uo2T?EOPHLlUoE^uf-kE*DxB^?yg zmH!_9m`81j$s0<{#`-!`aae_x4)FVXgY+Z>_`Ne3!lJI=!9jkr1A&CezZ^JHRi~_S zP(7uMrghK)+t@#hSB}mz`EyA|izw!EvLhLUXj*|R13=AteskEOnfnU-1!k183Ekae z5r@z(v46f4cN{p4cC&A9KWSt;-#wx!J0!e8&CAPck<82A%amkRPJ4<|fIDu5 z?Id!DAjszpiJO_3S?6d^AT65%R5J1`3nN^j2O@t4Jh&s1wXOXJA|2wbnKX@zCV>A+ zNR6?=MUh48(oJ(_1QDNxJUxxQXU?g7O{GASroJr^tt%LLDAjek`Hj)5&PnWWNz$q$ zgh1(X7-90oTqo<=3lrD#KeJSEB^R$gU#sa*`TVaZM*9KT{_d`Q&#ueU;wY7i1`K`YEkCRZp$J(|4+mfd4-YRwkG+IN@=T4@iN8!EaHI*bD^Y&H zrF+wkDgP^gESu+(yT%nj&H1pwWHMI-%}Eq^2f)$*vY@UCh(h92srzg*vI<@nZ-jaW z?m0{nfDZFXO46g4n#6}ia~aGQL2?~|&eH&92lYDJk$e79%=co5k%@=|{hk$P-^(Fb zIb*#B>O6Sq)2{q|UxBA6$E6byK3{ADEj|RLVU~;b!g^ES$;5V6a*FWw9RQMt<8XA5 zH9x@#(d3^xfbW4ejzD*eN70R|F?;v7PYsB(gg{dU%Q7k@m)!Gti+@OXwUS-U&dC8N zhUd{o?<&;}--0KK6L35v-gV*m1A_2GH_o=@>6bwN!QQ^xpLz5m!=K<^Gfa!OL03Jc zMkDrP+#53#wJcAg)*&NYN8v;Gvqa~Ve(+Doy=i<8nF?jJ-G36VDJbTG7S7Dtx>FOK zVWx?9>`$Xv&=ng>CBuf-$9TSd#U_)RhLap*ft ziPC?US%1~ofo4w0gZ^$ke;SMm^L8OIxpN~UnJeM z8Y9M~kea&p+0sB+s(@AZ5iMh^jesPm?L2`}uG9s!p}F}yz>BZ~6B`Q)37s+$3H{OL z*4D+6^aTx1M7yMDwWE{M0*hmHUq@m@bo5&iIG>kI&UdM}A+03SK-CFS_TPw#(^!X& zMHY{D3H0SaQDeb{lnpFw?EF=j*oSXjw7fC!4Zk1YzqKDX;w_BN9dpBMy9MCJ?(X0| zO~D$BfxunfUsS5bNbjiS2T+oR9@{YKBIB$gAK4t;EWCCV2CWXyQSn(hLm11Uk<>I| z5kR)n3`>=05)Ywr90)Pe(?J4rIan~Uzk4<_h`N19NbaNanr?w4l(RtU)L^k9F1IBt zuRmN+R}Xv=x-t{HmOoMmqHawe^~@^s*H|p_d3~Zvc!kg1=!!}1U;04!Ts~L*tvQK7 z?j4I7K8YDU*_L&SPu&C91n3oLU5=M!Q^cAuX_!2{!xF?o1T>?qRkWQ$RB?*8tL-9F zO+L+hT<`A}a|fzzdl7+A$*SGq2$G4G5)bmv9e`N1@p7jlPuo*cqmSQk*EU zb1}{zbZ9G_2qR~4wYs{nz%C$Q6`z_{3hn3l(ZrFwW!U=VHfB1*dsbO^VY8329b1p& zbKcj8BM?=mfdbl^>gEFFtrDaxIfS-)`h7}PVn#djmXXRL7F%D+CnD-P7Tw2uG|kw< zcJ#UiBA%mi@9JiM&C+JSj(6YOTD`^zc^a9ZJA}EhJEm1KF_@pmRmd{g<+{JC z!oiTFY8LBN(4AH@tZ0iGd`LoluJ8`I*DFG3o4k4i_^t8+JX(-y<(xaWTp3e;A$jnu zX{rxN@9=j#pBYpccN_;jnV;_?Y{{kY9!`49I$9otS|QG~*WPB{o{WfLnVeVnskYYE z%O^b1VKNW|D?DmWA@LnTVw7)nggfsJ!VQIRr%S~R2q;OwlEO}Zlxh;M<2?<$#~h%%M%myc>>C)K{wAaG(*6|DTxn3XVq4A2`|ru|*P1S^ zE-kg!=!e)|Jv=q<_Mls zdHCADn+$$(clzSK*x*xghus%`h>cyM1DA-eNwXqoD!t>D4?0?GwZd zG&z8qv@t{L8B_yv0dQ?$sZ@`1|i_ncn=G-=-!B?p=f1x*yO1$x=;S&`-lBR1g zDQswvfn~&?CQ#wr`c|UIE<_hbDoA_fIuV^EEzeVe#*zVTUi-=X2Mp5mdjb=^-+%Y4 z-NZx~T&poPJTjr*mv&=PP#L|3=yO1H=-{A?SAvXY zG4L(HaO@KV95(C;gAM@z!p?HCMcX7T(Rx1Hr?sa37-WnPlN1}kF>^61aIq&a~=t-tMnOO#tuQU|ISSi$V}S@+ddT+aFBWmE=wMZmy&fDYdv zx^7+V>0RQRpS?TJETg5U81Uf(gt^TD#vNYL7ysE&AFmHn{&GRdf7-Q$o7uUql~bj+b?4M;+6kFQ}}0g6*$a1giz_&Q&~}3`9iy z1%0hFzcwsmg$|xR0_#zTYkV+)>^OgRlhEWB2W;(*i5vZ-jY$mzrrhszEK`K$Q7IC) zw+VyzT=o-certW-Rp7RFFu3gOG@ENW|N%0}N4YG9A> zkJ*wXQ;Rg4q0Z1iMRc09vmr^kxRYspxhQMDE_{{8k8!!BH8G@E!rf)k-WgEO<&{iV z_%;1_E%EDsrm~b-*-SYdWrCNA^5WsOi>3Q@I*&iJJxrRqzI4}x)|e@B>YGZ;m+*}* z=FF9+D-~vli)G$}J;cv9$~hM5pQo)2k9#g|58q}vbMSPq_Wy`?M3(=DWA6u_)q}tN ztui(|Ybar-Ld{GQ9F}%u}yQF{RG&P4H6&RDF z=Q`U}LPEGgI*9g;?rt#o73AkzgTjV}1;h#1gF;1})b@iiPtwZE1)^Jtdc(uQN-{g0 z3xg(!y8~>N&k)Xa7fR>ad!G&&I}2?l8xYUi|4i!aU6wMtTXI-J>n44xmht`dt#=-# zPrCfM#QY6Q6_H=xPW3lEcsSc9zR_DZcR2a+WpJ1Zl{Wsu#>7&Qt1Wj^-Usl*86@0! zkqA06Zwq)oz((bq^kJG6b}R#W3}j~^luj6?0L}uqUy}?o;2WryA-Vy~1Q=n7BKAb; zvwO!O-`zKO0H1`i0S78pWO^GIyPv~;vE%~Nhl=0dNTigN@y}jiTv=IxtA$WdAY~N3 zP0C2h=+JeW96rkE<8H|#TezeO3Q9VW25z^dY+HZ1f4zgO3NwUT1QW40+?dJZ*GR);JrQeSU^AkxHFlT=yh)H2SE6WK|=EV z`}dm@Lx@&pW_*Uc4d6sU6EgR)r<7g2eiyPxnJKg&S`bN&-RO_!?d$~bvx36A{B$C% zvEJDdThi5x*hdq`=N)viro3nGACUSv^S2q*u14_S`m=u83Q^n1#2~(FGXzbKDxq?3 z6CEi*S|Y4p17J;SsBnC4tvSu(^vD4eq|g-YZ~h)fFX(8$g3HRz$ZyOeF75`%3R4Uy zKd-_f3qat&Ot9@<`kP%?*crr^pd+^uST8oJ-UZzkK+jj7@fIk4OG-{oSSOKbLg$7` zdod(OALUsGfkho8fW^lPJhuiIuxF?K~NzH%!k2S=^VvW6jekz$L6`P zcbw+{CG#gCpD+YGfTePn{?mW|fD;O1H%sE{eRuLffZL zqa!1Ccq)kh?HwgRYU@1SD=HFLE;V}aIX?f2ZIPap=Hq9+9eeYq=!z}<&vGn=T+*bWX3N%!jq05wMu~0+6m1{4gA9$<|P$XRiR;F?~`uDkFsMVf@a1BC}Sb)oBTh@DwD+9wAi|GOl>fVG;z)59=iTqTDMcP7u{Tic^8?AJ zu@TFd@XgP%r!!(N?1b(jRS~mAW|V2uocd> zU%!q4B!-`z$p2Iky{e-TCM}2yZor!6=)C(K2C%*)u?kq63OHDPVd2|!SPO7!!-FGg z7(vk100da3q702U!As1PrUMoDwPDvq>@Jc2Sss*w;)_6Bxeg0#l-{>Z2*)KSdw_ar znz{gvzlw^A<~k~Xmmn^qu&@wV)d72WV_lSKt>ApNwy_DL6~<5T+MVx&_Rqk;AT1t*vZfXg{QZ;q$?nj0 zY*G>u@DkqoQ%xvMMsGbpg%=)WQcTgz6yO01Q^3_lNGpVk@}m_N5<=(Pa>#~0p*e-d zaTJ6tX>9M_zg< zC?qrio@a=Y$oYL)+O-90+W&qM*rt$vim`gSX9+AnSDmMp2a50gs4J-2lF$_NDhnC+ zc=6f3sg|NKde+fZ0^e{GSfC3k zi@!%lP>kvl_il4>tpJe;Bp&9dw|s*rbOoggnM)bp)?pXJfC%uWm|12v@{iL5PvvXT zND5djV2%h4?S)n^f!1VImRc1D%jey@c95#6{|3Q;8{Fn%U6oVRr5%i58P~iHATe57 z**Q2CtHfY#`gdh661k`0P|e5ndHFOsrWzp!HTvW@!y-Jk74AjnCAJbm2%O(iGHAO zswh&w-?6~K!2wkR#Dph{JL4~7dOA2ecol46*iTU!gRZFq)D z9SQ5ke7U-y%O4-V%f@!;VRPG6&+$Q9+Z$3*wWx4Zxah+BK=}9>_TUA<>3y4&!737U zP5hkyl*(%)^kPCk*RJt<)eP^%R@KF!_s0|E)@%#M@7rHn_4gEK!%*RmpxxOa&7BZH ze~deH%C;bO+Yzx%t2bIHN6DS)>Pe*B+-2$?M!EdhdG+Fq@ZdL}^vc{iW&Ac%er3oJ zNKW2BNJ z+rNDUBz7V{e$7eC64=)`59l6z>hhTJNh?)zB<*xZ+vpRo0ix6+_waJrtuwqWbQ`43 zHsr31 zuI9Z+rHkx;`?DOI5W@Y1snY#0sc_xeXb&cZucak;aV2c{_8aj#o+fuECB1G4^USS8 z`&vQoFd7*CW$@+yb@Pc~=y5eR(x8krezHM&_$y^??8C9mB4mPPz364EKMV*(7@3cK zx3Y*;Xk~9fOz_*YZT|c6&xq7E(Er2qtz%(w&i}>*##Low2`tW)EkYybbG5i{*1!CD zpXFs`39+#FLQ8!0h6BtiMewKozph_wn)OnOp7tW?pTmG|jf)C+u2)#=-uO`#Ka_F` z^Gm8prrUEd)%X=0c6CY?*+Tz+K8g>M!wYOvsNx9b1n}39iQ zk7Hd+t~oJO*R(M%`}lPc2i{eOo|?!n@S6Vb9$71 zbJmY`Eg8N#OK@^=Z&+(2MEpuQLfQV;d!HGwLpouptQ;uA)X~?c3XMH9GpeedY-GB? z8q6qfyINXW+S&2kc`I!3w}Ox}F_1z$Nb(}eh#tzxx~woOh)*e5R++AK=;{McF}_oAy! z*ylUck8N>PLAD70*EfpXhZSd7(RlR^FvtON1L^CHEiLA-2Rtz`5vFGdRNn+v7&^$2 zkrC%tuV7)8utir4SWhwI);BhQzvFw6E2DS(}zazOi@_V#v4K|53S51IXlT^r1wifI#Z|Sc1ayTHYPf&pp=z@BRxq z7}_JPu>kuA40s`-q0ljUD?oek6jurCOnQ1Qpcw=_HWj(s35^$g%K}ijWM_{6DE<69 ztgQwEl)JmT=(U(V;}4f_grp$BZbf2*hy>T^{LBny`2Ii7-Vq9$Mam`!>GxfrH19Ng z{&ZvVuzmAu4#&>V$by8=VWFjw%^UPJM?dRRb!RBf59?YGMuPuUXOue;N8}vIFxd2^ zN}FhDRe%@`<|AD#tqyTX(J~k;*~y-?{Q5<6eSB=p^YFI|6YBsBaimAf zFiSxs#r_OTSF;i}H-`N1$iX{u|6kY8KLFl+n?xjAQ32Ko9X|5obPMCxPjv;?FJ@RN z1xxwwVvBrh|2x&+#dFKu*<_ZrB;mhK(ySTQ=Yet*bac>Z4Z%pl6_k~pZu%BI3AvotgQLkJE2F*RsR47eMgGO z;rXLH*+MC;My-J|J6=S*DHO%MOIaXlId!4y(~oLtUds&=&lEU+8^u zGDv46z^nsu(n?rq8dLdfFax~orYwE^{fKvw60aULmL91yku=1nBVhd=?CJx(b#rm8 zurxNg@}HXpk?Qm(EMtCte$XWxlx#QTl&{yL6vhTFZLSkGE>%{kYX$40+~SfNqsNPI)w+Y@@Q$dMRd z%WWsFv4J@dsKF6*TW+HHwbj)a=;&=79cX8XgZOit{Zjxo@KW&83ks5J(xU(g`?T%0 zgI*}QZB$s8-zAt9gmZ8gdC}f&y*$jp*&;&A&(C|%#VYD9;y$)qe6!-5)y$w=XtfSi z@v$rB`BRo|j?;}!WyQSdeyac680~z}2*8cEu(b4xf{IrROlY;VM&Nc+)p!gY-m(tw zQ&Lm}2oQ$ZIs>T~W6)i;y}&@RS8&N{LK-$vv(n>`@l9zt0U}Hy0abHfx_C$an`3$fZq&+F% z!dJjG>Kt$fVaGX{Pe{8K;BmL03IW;6>R`1W@F9G@lbyp8ddeTfEXMFD)9cBK<!+LhltI zL>TdFfJTyr@B1Ep4L0$ULEx*KmA4epoarKwF{r4ZMb&>Lc1Q0i0o`S{JP5#ZJJ3J| zNeU|)8yhQYg~b3`EiHLIOtdQjx{w5?1PSdr=-?6~XX`25`)(qEyg%+^;9*X2KKIX! zY&kp8a*SO)~s*hD7oA(FILok z^zf02wu*+H21|Y$6MF~!*>+)PU5Y2Vk16nXHi^1gnwpR!;Gk9=J-9(HNe;*tvkwFc zq@3$26tchJEtA6mdpHFJKx&Er6!1*|{I3}k8y(GYbg2@gUU0wL*GGv3TUChB-~jQY zeRx(-OmLpWY3yHK?jj+9l0WD?u$T?{D5$p69b8=Y0BlIV!g;;_GS^cgoJHEpr{QtX zW1%CCb%16LRfg8afwcy5+o67X&L@PBddhNi_d$B@v`COo9fxmqc42%}ovh8Cp%>Sj zleUMGo$4Z+Q2m8I0kRlSK(y;1r0&KI#a-pJ%V*cTYT8n2{=RP;ZyPThSCLI|3&*-y zzH-JvbEwX`Glz`ExCNh(aJt&r92^Upi90v>jUiAa}I34suafSGQSSS-B4GPxQVO0geDJiNYnNC4Yt6 zjP$!vOUL|T!;KMXL2M31-4+yqY=Sh(Z0RN4JY*43~lYyo0 z2cO5chPRMc&xx!K@;6kK*&R2}NRLpreIO%^eb})4nO+tNCo#BR6*$5!_mx98_3xRx z$4=2sQECv*eeS*gtowB=mJT8HB0`Z(zLkkRP&Jh?n<2ZZ^za5zu7PLZIZD**(vl!# zL4iiA!QWveRD_}^R6xn2ea#o@Ni)eJUd{Tva+xsQEe0xP-DXE zUS_Duo1TOqa6Zoe{Ap%tilGR(1(4T!`i1qKpCu9I*bRw{Hyrc{;oX z_FoLd6=7gGgo}%&jihHn#0J8WRPxiaoPls;zIvGBm{%p07^}OmE0?!5J8_nO=*4kf zUG|_gM!Lt1I>_N{F6ft+a5)E1(GNzDLoyS!nRq%Sm|j;`$1vag z27^}WO%F?ODhgF`3a}q5kmFrBZ2^w;M2IsoV!T!8c=0$W6B69(*RSJ-1{}#4?Sciy z)&D(h8og!Q8;SRJ*tk4I(AtGo$q_5|?S`($Q@InLaoz;QY1*eMB1?byZB~M9RhRoN z?wanWuMZ2-b+c>lr!ELvmaaabxPw`UiJ5?ZOFxBo`CHcKgj>oDr*kA@Ave#sx3=5t zJsY>~ZF{QiXO-5>3VmN`m*dMgpnwG8k*+QXlGB0cO&bc&5*rIkZcfe%AVdIx9zay^ ziUz@98q66IRRG7)hYzpeVg=U?M{^g^Day;E1YZW$uto;7BY|8!X!7j_r~NHrEZPT| zsOS@5!%QLz=A;cUlO2*bfJ;M_3O7!S-wgXb6BQLjx`#_WC zQR>u8^hD)T(&?FzMC9u&Mf1$t+W?&TW^s>NSLylcFQBg=~x-nm@ARu`>%X@8T1 zjz;`ytj6Hc%)mti^87Ir&C$|m4r#<`#@$_%EvPSXU8+tW&o0MGp_W&gRBBW|`(W_K zgKO5r&eHC#ORIAyoFDRL3wW-D1qD5U6hV6(0?aKws@G={_wU<6dmr*>@c9MsQm6FE zXJzp-q*)@s_AM!>yyV1037DNRZ{92~F7kn9#Ub9`zXjf7+zK?!p~*F(;;5)Tc*`)s z5fM=0DDiW0z2HK&sWep2z|?TMoLu(6mR@-x$=->#4YApL*5mJ#{^{Bu$OA(W@_n;f zfNB!R0TRrfhzno|gN*?kTXXJeOG`@^sD{7=XHJU%X(kB0*hA0L!!0Poz&Aqs=~LdH zc7s6~GX`jAXkd1Z9Hs^i?zA`+dc{V~efHmBtEwyp=#uGy%K}w+Vc`_qD=6Nf8-1-UD=n=bOidtKry#tp+XQ*3KJfNN z^v~CBG*EIHHObL<@TeN6_1#&~PQZf=9c; zW{ev|S)`FhkjDYHxfWQ;yqgEpK7_cqFhRm^(RZ@@^Jl-47Rzsep?@@g59QZ~4v&zP zkEZs|XW}OlWyUqSo_to$!^X?jy_Dw>7j=)HMPi77(b9q~%j!8J5(@p}$hL|4@Gks# zg_@1kboyQGVEdwvroC+QbU>;0F`3{iuv=AW1w^3V1=0x!K#?@!4RA`KxA}rb+~EHG zm(>}A;QY+NQP3xTK@}SN=1mx}FF7#1b&HKqjc^?TZBayM6w?W1hz;LcP1OliUG|os z(rrCls%9Rm0_l@BVJwV(MXy?gTm#Z-aM%M@DVT~&YeMGc=;VZU`#r#3=~%JI_zSSD z!OK)6z8P@dJ+}Osb5El9Lr_$bOs}vDUaIAO^K&l}d$Ar4<^scg=z;(70|PuY^wsrM zHKUp3e>mIsi59t+iJE=gPyE{AOJ>{|k{dVH*4OR84;3V_kVE;(0%-!7%A}{GHh?Eo%l`kc zhq<}9R5dl*4NLBWFEW_1a^4fhFBk%t1X5+Mi*qkWjlD(s5?xtoUr`ALbet+m5LTI} zKYR$l3!XzRq^C`cyuV;XgYG8_qDQ}e|E9WjE&lD>FWT#vK4hiH6p3gH4mKBHD-p>q ze4pLhJMBdEHg%V}Y*FVrBaiFcW~2KYbT2mEwRp{!o_jx1yO}>7`bW(kqviN2%0To$ zRh^NUB+xX(U3`0AetYxYcI=kFq8PQCoJ zhF6;Cj2hg!W(z3g00n>;GxXc@rOKZ{t4B^ECE45*5cA<08Mw@&ecf`~pEHdc58qJX z2wgcGF&yjb4$@T1+C5MB^9hg6nfnFl_1(C;{!XYON^fWzdBs0+vT@wukbV`dl^mk1 zjVD|4zBr>;Py76~!|rMQR&feycQy{VfwV<^CM#%z7L|z39__X|d zQSje|NZ0VZexpmS$FZqnQwwlR$Y4QAh$2AFF%uII&kN*5UOf*AvRqq<06SfSg7T%4G$Z_iaky9FkTII|#81y=?6l!V69>0#+?hZa( zg&z7Jxdl5-3ENL@tnu4nI5t>}c%OZvQX*p9fSLq>sQ{X>muX&7@W7$FB`kb>scn7> z(yHvt%+`gfOBS0)p6EM~lPR;AP}TFjh+1KONPC5WfdQ0AiErP6#}3FL3gDfzva*8Q zwHgAH$3Si1S;JpAhUykkZ)IJ^_N%PAms%Nnt_G{-?FpXS@|_(cn-ZI@2A)!8#zDn3 z1|XS%3OMOcR9s#Wkr(}Hw>)h#F)Bh^^$^L<-rwKf%#fg!S5zE_VZsu~pAY5^ zNnkqx2vvTdRQjfAO~>I9Jm9P}AOJgC^lBR%-P8fxN7mIy48ps>v?oc;%<3wh?$BD#KFe4=svuBUx&`~ zI%FS^A;GVN0*UF4fbA6S$g~Q;(@|Tl^>`6SY9%^Tfyl}OY{%@0gR0@Dut#wkmdnm}U7h2}Gj8ZmBq*0O6dcc+U(mQ}L z`QUy4XfD{%eEskTT8brq57qhApC}A|tk~n34evQypQb|78=M4ai-5)OCMhXJ*d<)& zW9lB!4qe?x1Byc?x2-W_8V!73GwGw*g#{R-KqL9q_#9#V}FzJ4>!MVTGeM(ZCx6iu5=N?IB) z03SdXLI09dh2%l%>7B;j4|Td9EJccr-f026BS;9yDJcA2K!J=+fQAp$pq#0=)YL}U zP2UbkfhK?f1$Lc1pst1&QKh%J`3AvmKj+>X={USQ{sWNn80jxMRdX^jUyjd7!kj|G z54gXKY~e!!3l?#HmMXV$?TAbYV=oPG?u2xppnU)KEhEk^fSva;?w9O5ylN*Dho%w0 zw;mQ5*qWGptAGA1Z5r4ZK>y!5uBo8dC4zl#d*~}#efsDkwq-G-=yD~l>N_D5YHSfZ z>o#RXE>qF9O;$tKUtx%h0=L$Fl3gM;NgBR(xqI(R;1~g;68Og6P@4cj6u4Kw)PtDk zOO%MC?%9$~ah?>sAU8HLqD}47 zD!*n%u;zE*y*H!mu4ALe2KP@lpA3s!Tc;H-yWdmNpfwv zCdPqr=L~^2yyCpH*ekM!SJGmgz~K*MhfP?I&SBgLnm;t?;9-2e)PFOP{5)_P;B}*A zh&jg8WD_7^fN>|N`Azp#{3?$}_K78F(xaBf8q=e+4~W<`M``PIAFVnH9eh9Ak{wR3 zF^dW@CAVsS_nW+WO5p0Q#!XVCCwKM)#r+W(MSmTtV@hB__X}4kB$(^vlVc2L5DfVyWxXsCTB6@25<3ytC0a$q@O9&{tw?i6 z^qhTX64o2!!y8uB*Q?}m`{Z>fkfKG{zVPFAZgh8&(1%Koez{M79kW}JeJChl5fPX0 z^1(Ff1In?1%^G;b`5Aw)3fck)4NY8sI2{*$}sL2!PSeF|m%9<6yRzM`A6_p0w)6rua zTiXP79d6rkUTyR%I2uD>ul!TL|IQ&v4n~pmG;ry#=a7~h0PT}bU7yf+djo=3Xv!Jo zai~5GUw2rsp0*f~XIeeyIkn4xSM6~)kKg!@H!D#Y zhoH7NSfbt$5PQg!P-7cTx4%HS3MHL4G=BkK0m88WFE6?XFyq~!kpVxuJT4CIh8FDZ zW{6H|YAv?exk>}%uKq3HJ>g3Y5KJ(>F;Xb-hW^kQIOssAx&ZN?uV}w7bPS|sJCk2| zxRQ&xVH{)NBcLUMf}e=F5mX^5f@%joM8V?eTacI(7XZZ9By6anf;=wZT&_|BhFY`*4BUBv|S?hVgvSC!&{=)Qx7)I z67X%McG;;7bg&e!*Mx~Q&(5vPvk>VpYSM-6GIr!YcS>KPuL&2pEG9`)LcFU=l1iu) z`!Pp_nVp5jkB>n}hys_8AY^`HV*}t_Y@}eltEIJd9&!lq>Ow_Dh4Ej|aNy)}9$&iP z56hi0o`XOItuaiP41RP3Z8WN%I6NWZv(K7(0md=n@xyEyFr>YbV_0zT`*ON9;J_%K zW@e1s?tH>GTZEtmO&EAOB)@ zJ6SV|*=jC%u^WrBxh?Ml_g!w%mndSz~d}GJROR0DF#=u0iz`QfMDc{_+?{LN&=J2JJ`{nY{y>_J# z9;Pj#7op37nnT>kr`xrbmuQzr7eTCW-Tms`c`jl6jRuoaM$ckKt-Vi~H{+?k+Y%W* zXJ~G`rWtlUi^E-q`#7}X&(D*28>Mk0`!xvYHGloe7T z`8CVp&Br#B$47o{*{|N_9$lS_ui04I${3J)`e(R-zy9~{6aCW*{Y$h!xBWG(3kvV& zCAt|U`b+a{tE6Njj<@U@ExZu)#}6$XD(|9<4)=jK^aKz?RYtDl5@EWd*w z{_@1MJfokoeVXPzb?x5VtNVJkWu1>bqQ+JPR4^|hawyE!?h^ac9h7cUumM2#YSUJ#{Asm>|E!>By9se0o@u_)2p2_ zI3+Dg8wZ&aYnH!2=8BWI@1uKVDbO_2HHiwn=L>o4+_+OCY^D?l+jcm>^DEH?hvz_< z@H0CrGg-y%OSz~CUqnXUpYK+BR8C&}0Avpp6Ys;)qIj3-6*BAc44jS#eBRlw1lp2? z*y5_r%6E#6cHMf~TS#71Rp%-BPX5QEJ{bv`froX*OE|}&acNPIN@#xhYqyeiRc!-! zGmF28?N2r8-C5Ojc&ec_{03uHhnd=KcQto4jmcP=ZJ1|?e*Di%{hurR7~wy*!@62u zv~b}-=bq7ew<$VuJaGzh_$Hj2cXb|(X>||itUqH>i+#VmOQip=YePY!V7hG;y^JqSzDsA_U#!cViQR3ee2 zu>@-X{BOTAR!G8*466*eiU|hFXGE#voBer)Sey!!^QMQ;3^ctmlRvGH!5aUSl>WyW zKbnvWukKc`e7W>v53BLy{e72kwZ{AhouY14E?vZx=m&|IRgVow&YotqOYE_EFQsS zt;8_zJKu?kw#|X+$2XIuH`*szA)-$11SJ~N?obl(yhYf z;n37N^$h#C_>nM1wU^#A|80Z#JQ-|b$sS@?Q{4R+$rv?GTxfporj5DwvU#(6gjyj4 z8~`|SqviR$c>mjX;aI01HM5fWc9_hK^p>ooye_haE*s62GvKcADZs6cs$;zR4_AUApbaSX zsx!o2jm1;GHF@z(%yBnuxNHB)<)gx^UMypr+74mnIAV~k;4GHU( zQxTLbLjDVHB(kH@9(^dDPrD>6(tC&v1=k;sNX~oDL1w1*xQvLg_xxmb_guoimCfXI z>^{`fF(=#q-*@eRZH2K^b|3NN&yOC(Rp*sz&-qMP$AR8p!b~|+8yqP;+ve)bOSUAq zo6sBCnrBdSS?oQx>Pg4VO&pbPj_}+pF?yj3TD|K2hRgaac-p{8o{PP;>80d~asaZh zVWH*Om335&lYcOJ8aNvrJ#|DcX>}=GDGYdvunnvVl&v{bvfxKi=omtW*DRk7$jK^v4p~Id?rZ4A>rYu{h67CC?JS|5#PJKASjoNdS{V zJLJ^bK3{+4CEEe|o=LnTWD&dnml^c%nW^xBd5u(Ox<^*_JaHJhFA7#H@ErWfmRPQ* zD=zFDfn#Z3cQ;5!)3fJ`#r>>=z*&%oha{ZYL%3JtOaCei!wL__%@dA|mRc;`qLKuv zkjdl6>2~>rg&(r#Rd`5AN%a~$DI!_!mG`)2@)BVN)6Rj@ZVp{qC|D5&p8-mL3 zor4IIv01h$t@U4cfqN$V|5%q7Q8R*QAp=0v5-jci?wCUXF4gG{iVq%`B{m_yNQayX zTSr@)MDx9&G4#=Jcby0zYUGGBpV&h!%-PB;H{_1^$T4TOK>_htGVnx$PLjTb5c zYD<};fCnDB;d-IhV^U`PUkGZ5iv7Gea-%M`>~!<$YYyW}0toNx`H}9$CHgsIW4pza z?S!nWI#m59xoQ7=DLfK=k!WbYqd&p}2aUVX$QlF&QVv${qKk8k2?6C1VlrNB|%A=`oJhFnV5yTaIffRWHlZ56Qmg@7CpkY zWkz0jy&<;;C?6O`)vIH^F3*i3{pWi#(29=C1cM_)c9RHCyQQt!5V7yP0)1s0V>BI6%6qyyO zm_}z(5$#+~iE;3PHp}v-mp$vS!S8MGZd7BAuPBcq`ETDwV}kapo64fQ(8l*OM`?b? zA!X`iU8fJias@l}KU3AZiYzULZu8#x_wQlQFV{nQSCejo?dW3^lk(Hh!RJpWh@7`A zAkEpP4{Olcw!b!n-F}@_$$K;N@8MxPZ52%~(1oPj7WNt#g z%5ly6?n`-ATavy2FX8|CN#*#ZyDf@QRX;zhM}y2oL2ZJ5@s^H%00yLtw&spMN5S~Mt)+G z3+>LEP^pOFVp5V{ zKy%~oh!7G}`s*(7HOr~#JeI8H+?6e9AA51I*7B6Ye`rJWx-HH5P;}O%0ikC~){Nng zrFAcM|NT?W!~u9wxF4|ajibR-qT`1?*YP!~wU>mZS=PN2HlN=>0_QV0X??(!C!_ZD zAcNxH_iFb55%VR;WK7I^GJ5oR#J)a%DURklAv8w($+jDn9CMu{pH&5v@&bv&^1VFm z{{7UP56cygP2V9)Y3w~Y+ueig+-2zYN6IR$rL(WIY+^A#Oq}cz2IVLEf&o_im#tbV z@h%=WHlpds4&TYiU4TX=b+~xTe?1}zmXeJ|< zOiJ(>S>tzon*xf?k&vn<>*B8P!Wy`z9C(ozh z{Yid2CW=>)!7Aea02l~be~UQhEpnx@LPezr(T}4mdL3>d5#xE;H&`xsEAVtZIgRC( z)?TzI;@s;t5ik(7IhLQ2zs{JIo}?j0d$l^N)OQevw8+A2_7mhB{{uz;^F)aC$!!{j zed6M4Y(X$vr(5SouaRgCH}@^9MeF*Pnrv(;SzjNY%x?b>LzA6qF0+^_)?QJRJyXSk=< zj_-3M$Il}%lJ=wL=!7Yvu@&y)uzY5ylv4O%=d{8$SM7UPz<_fi?_M}pr?y(;GWhR5 zfpI7!G@p0^PXOT%iAlAb=&bSBgK{GHwovR0u`3&6ksfnAe?@DbVi_XlwJZe@p2A(k zXM$VN1PcpJPDaFz6tc;?UAG@Q+2MbV($aGr8C_wdD*t;aMo5Be0bCb;&@ZQaj9uXz zoyC<|>|{Q=){aFYJ06^?uS0hEVbV`hTd&(ZbhTAEr499yZo8aG+eBURih-tqK5rK~ zUd3iIxLw*xR!YWt{q<2>g-FQ|ovsH-R1~S!SlkqCOwB`!*4OwM<$o(j{}xD=6lnP5 zuSa~mE4f^Em0IDJZVQ&KlO{dSQj)Xmc#zjD^ygwP($q%N+~$ZTyeu9*nwE2F-*e)| z$t_Y#rc@Np5>!|~s5@44DZI6D*A1gzjM7&wJ@FzgPI__}E$kgpG3);I-~Mg+uX3Ae z?(Yt_^&999eq!|w^avquhBUiS*)s#DnI}w(xYrrDzuAdrK~a#EqOpU$A^e$uA$osd zfxGk>X~{;Wpz)LMYh00}h?NHwglhdP9Xede`fO2q_ieX^y<303F}A;a!g#no!$!h- zsj_-zpJd(#M?A!6g7D@uVm@rN;cD0Mf?(3}fDepKJXFtCg+C;Fp#`j1PewiBJN z>RS29tgn4SX_ELJf5^va%ldr(nwLV z3yHRno2!leeM35VFU-rZJ(o_mfXQ(%z{dNnpw;U$5``*!mah+!onk8IO5(=n3eGTD zuP}?wum#Ky0Gx^J;sE9gZAMTRql1n6Z8pebBh@*yW4M$8*U%!*i;+Q|tCBVi;= zK-MIb3jun8pc?N<7xoSrHaeJzfCd3XCjgjFO-)e|`~tqR(fb5@@&5&X{`R_M?W(TV zKQEV3wJc}muH9wYfUJrx*lv!%!_!p1xWsnUU#vu=#cmNVkWS%biuqBy94)=-RhC-m zb=jD#*1#RCt>XlfE0|Ya*$OO1DauY#PkAnI`c_5W?7SA8W~h)s%EH%zrJOm~+Tk_3bPUeW<|d@14B)KLqk`F^7dET2)mDSo|D$o8e#1 z`UakSFCZ%)D$M_0HbXuUR7HZye^&`zZ?pr6vQ@#6AqlCw5yzWb%H?EHuOGX6cwf7|7A8}R;+?ZB}^Ix!Vge@ro9gI zi^3sd3&R4_!4f9l6}N$OUV0~u+5dWOScGo?OTLpsC=jGxLNhKtepo!t z&lL3uOj8R$ST+8E;s2RM?I9HJ-w&%If0N?%Yr7x=-+P2fNS2@sSG94itLfH)bb`gn zO#W_5_c*4di1@QCdA!3=ij+cl0|{%}-M!BbzdwT2Xlfwamxpo?EJ0969MA*hD*J28;c_xG4czDr!Y zReA4GlU#hr(f=!=hpKM&C&pe?Ca4R?FC737yjI-DQDTZF4jil%%OS(N=58v~ta zG#_SX8SEfvYQ_Z2+Ghi|2#8iHZ*XZ1d;N-g%Kv`T&eFDCMw(C7I=dQS#Snw3W|%8z zuJKBykoqRsa7@7K&#t!ZVd-DRQbotl{X_w@ zrE_Z9{znoI!G8-(=z$SvZDRvkk{ADD!Vz2j^orNu)E@+-KeMkIFAW3L8*iU_B@jM) zZ@rYYHrrYNr$V4hl-z;W{#pJdCS6CUBN2{i-777Y%cK^mM1Fj zu#b<82{AGK%AH5#ix!8#Ox@owSOeL;2ZlOy@1cK~+&ONu_SH-Am zPhwuf6S-JTxWS`#dHUq_s{#k0+X*MXZ4sQNwzjt5 z9R>DYe&pb6MGmIZ&ds`@o5J%dleh^M8t|sTQ~}6uY*1adj!v_0Jzhc`+5ip+Hh#cQ z3UYFr$(p#_$aAxE2l>67os&MFa~^QvfY1u#AtAK@NiQ&3+=1=>|1ZLjoYUP-Q}_3A zg*QjUU1yWDv2q=F<)N5$U|T1%!$D}RPqP*lk~PvnP3>N?BZprO$?6k~Xl5)YCkjXP zDXS+Jy*ygqxw2n=A{`lDyK(;k2b1bP!`Y`f{~9amXly>uj|0xq$R$8Kp*!?X>png| z*?=89f)Ol_;Sm6CJ1ETyb93EYJ=$4jww*vC4Fniqa3Li_ZA8SxX#Ex@(H;3H5_v$x zsDO#2U?~ICNib9NBPM&b_oH%QaS_xPjP`?w_s9w6I(Ovab&ub@5(hAB1?GVpm z`fhI8`SCNSbZyq><%m}o8}x@CHS*!I)204UrX7iVopwQdKzOy4-DbH!)I4i%*OK0C zQuXa`{)hLj6$dliP^&A6EF%9IIpi$6l3w9veaEjA|94=u9#R4bggsmYH$VUW_BJs# zx)0w9TGcWzZ6J;MJ&@T6WUyMBu~Nt$xf440Ov8#($#8=lijflsr(veah{1DwQfPIn zYil2BCG-Gc0(72Wy95428}$cMCm^~+wNRl!JTuWoTK+7qt<{4_poz%0eSBOP*eU`7 z2S6o^mX?1h+$lig0!A zlcN4!2b(n&m41*148rAyDXRBU5jT7v>gt|o32?>5$EOH7f?wrT4-b#aw!lF$dhfB` z=5SdID7au^1aA1;AY6mM*kU+)h}Ko(FpGA)6!%9z_s@f{v=go8zMWI|fGS1vQ-_Fq z-s7wW3^`rf9^p%?ulfi&p11vkPTCM}F@K`O>f#Z?pGL4SY*qfMvZJcrK1TbFL4Cq2 zu}sn^-qO``DvGf^hKXaM1mlG!nYk0juyNVa0QtKqb5=F7I+TDbQd>n-?i1$-%uI|` z+S8EkgJsX^RQ(CKrTGU0Xa;nNQEsZbxgEj~9SJsg8-dZ72ZKpSb6_d*FR6U@@AAFd z#6|lJn0qr-7XnxaK}3qkGlHy3Q_DjiN8mMv`F{{`Qq=HD>82Hg3yVcj%*KUK5 z0;qS|SJ-;?e{OxhoRfQjyhmBpvBd5q0Dkzu{A=97J{Pu?8w}>L+!8X?+#}BYef5+% z2kR&RGr+mPFE={@AzTc zy-12Kp**PeWeR?IyY6$G-<~L>z@VI{O58-hk4Ey6oJ$I91)G|TU@_s; zDBs7#N7+aQHswyA_y`EJK_7z@U%)7z-$uIKa`y`8H1T?9gfTdhxgKNoTuVczA#xV{ zE|JKzmdDR!w&47gJ!z7YUGspbu4V9Lk!#vp6zH`Le0Llj2B>@`IwkVb~tw0{a{% z#DLHTQnZrucn9lHwDg4qxudmp{e9*~n-?l-5 zaS6=m2LdLImacjRrjhoe?xGZYvK|2^5qr3nON}dU=4vxC(C+wWX3m2ZAk3r;m&(5X zHkfncYIc)u#+eOFe*ys;h^oI04;z#|Q2-ydcdetQ_d!A4VGJoF=)s@_21XEjRXqv9 z|0QQ*e*WdIhr2RM4UX@CPlYrIHuT!lgpr;$ZN_}~bWdq=lz|&&r|RJ$jF^8L%<`z( z|IOm!V!plPNwfM)C);)3Q$aI!Vs0oees7mwRfaI#3^VppraGohFHX(=<;Ok1Nw%xb~bl#U8RD zDXG)yuFbd0EdE%P?UlVscQ&Gr*k7%k#EcR=;ddz?bVJ|-^kfwD6|yXn-_9^oW&F~U?c9e;GGJPbA_b=6sGeiv;~(C?PZx~uoKA^q(!p*~Elf?F zhDvBMrE6$tsJ$J@UtJn0nuhWhgi>}>bvT_V-&H^a+roj7kgnYP3zJQ2xx2Sl_KV-F z1+~MS?!pJHI0bk`wiXu5CQJ_~dgr$`(Sn15N-ijU4de7PF^N;$;H1FZgJfqbE7oV1 zL*5sYJ(QD?VPIl%?snKUwD@JQX0h{wi^^X)z&yYwAi=sT<&$3!Q<5ti)7tUNO?$t#*vaMDe^P?C%7%q5QLMCC zJ$he_Eq~4z=G6X_tNG5D{*60ji78g|wY3a=dTPOo#9!6hcB2gBZavKj zO(C3uRn<~em6QXEaNnz2TU#L10sjOP8rb`X7$1o`Fi7kdi+id}lzsegV33ptc%3M-dUa z0J(ooTtx+c6TT)cF0RQhy^_v4F`6(LxDigW))^QFs#moG0Q&AL?sV;lxm7zui7y1u+F zA08YKBWNo4J7}o*#xq~_;LITBeh2K}*0Sct<}bM=v&KZf2vWt&Jp@~tZrg;qzlwKE zo9n5Oq(t-nL9v;wyBW>1eQ`}FyYS%Vw&#<>BbAE?#B&mYw^J@})n`u)OV+N8MNYNV zkdzJP^mfQzvkiM6+*V_~xQ{q^*PtX`e7dq_OZI?9m}cQQg8fQ@T7^&%2Y+yLT_h~z$s(qgv=ar{XQ&w>Hq1=57))MJ@hbSaqdOiJKiR?!QywuR7 zZEJ7Ww`ML;C+bh1X`Xcsi2L|-=z8QK>Ve+akfmU{3utzm9oh(!xv6U0w&)zl>v2Xd zhY$wNf@5#O9m9vN`qwq!47cttEm@e3yq65R7U@dRI`A`2KLPXV<&ZxQ@y)9@D9Iew zw|hyVG5Jwj`QNQQCRPzCBS;$@;a&Q;M)aZ6B=RnUUKKG-(eLpFfp-0fdQzJ8w{A{a z!6z}bk>aGbGZL!ey_V|m zvRawd^`q5ea@PvcN6$g_V{CkLF|&hqQ`N*|4kXe@4@ktf!9kgvi>RH|e&Yh2GFfG1 zLQh_YnI@1lGz^~#^O}LfAn2&`0Sy4b>stUl%6*aypUt*lfV$&~4hW!71!+sik6e6d z5ve|aE2VlLE9mM{mV;M^ziJw5JOBPZXi+`~N*M!i04gbvl-Y?AbxXCny11M{UJNC0 zgqp)WFx^#<#%TvZq>PMA+QY*iMvJWaZtHN%IH{VvH>Si)wX$d7vC0H*fVymK21tiu z_1^`P2uH%41SlSxXJK;LH8L``T3LLCLlW0^3c3#PdUEJ=(8hgk%vXa#9o5OwI?yuE z+xPjk2j7#BjHk`n&3~Nq<`I@!;SB?@G1GBBospT6oj&B!ZTP-s`75nmu4PD5#O!9D@(C-pN(z(*d2P(OWie4OE&`@M-8;kmT2(P+|+ z8y^K1VPjz-5L2h|WLLYC3CGnae<^HqZ~NxWn=acU3Y0Q7>ty`*CE-!)f*ZwG%h#NwBEE2sPwqxJpvi=a(Qn{(kbu3DYoQntO@7}kM&a|=I+ zv%7T5CJUEz0{8WP8RE$$t)c~M2lkB7lre3at<=w1MQhjR`_P4HKjL_Wkbiy4t-Cir ze(fyTX6;sA)8=or%=-mhAL420OKZg)Devs)GmA9pCpkUx5Z7US^4#;ysT|{b^17j) zMX$d_XUft)6~NA0TU%>9UICYzM}E&5&h{rj736tQs=j%}4+W{W`koyX9NYn^5Fln( zvWIvY1tzG$ZUE-LOvv1h4PD>3TBoP2jr|EC{(Y#0bm(+zU2Pvdx*pxlfHLmo6XzGJ7%dXJ2cXN;M35`N^3Crc4e0RGG`bhHLuV+zN+i9xNQGzj;@%R07 z%`fP09}0{`?2FGu&NB9``(&8~<9%!wZD?BUez*Mm&gz?xr9@GE*DO=2{*i^>f%>!0 zTfVDrhbyvuTs*3a)1QCFHcB7&s@r6nGfvNuF~oe^R4d+;_>zV3hAUZ`LiBce7hAHmWKB zCpL&TPVFv4I=zQb%j+iZ)&V0mYtIZQt{O7&@!r|H6=I!VwwZ1N81OUnkcuCzGZASqZ8y8mxQ zG*mer)EfSDd~?v~#TD>X+S+{BvfFtWzXJQ64cSqGZvOxe(Xx(^=FpJUs2>PDCPN|dEW98D4Vv%dh@k&Ve<*G&Aq}Kbal*XZS+H?J+Y$YB<2AEnnV*j zkcJjMD$j!{2s0R+D~QUmMdk{+Madfm%c9e`{2>K-_z1On{D)eU3j$tKflW zTO^fc9Fg}e1wlno^R5vp7qviS!oK|TwpwlTx6JQP$XuiIvDIRfWHe=1;|VEq(*-H( za^tU9>*(qtGi$(`(-@?sr2(h*)cM6JSm^KXpOcdVF{K`wb2Ic!q2Md7bgf8t4h{uU zECdY2ozvq2|5=S0%^fO1lmh1O|~zsdOaIl7UpCu`{HHjYc4{W)9v z*v$QM^d>(M7<+pJV5{Fv35J<~vNC7jhMu=k(_g{f>;)^%{-!1r@*&8>R5N7@3>y)* zZpm^Lp{d}V|A1N;6orN`Ar72TKs!wI8CHoZHYUcuwaEmK?C<^kC|2oEO~|+!g?8~w zqLwBnCnJYv<`{EX!T)b!K3#Ts+ycG>;*H|$QjwKawo!Ng|Fu}@lyi&a)&b|V^d+iH z=@D7GFqI#;51sWTXv)%3_hmK+zSOxz_@o+=($Eya;V^V=Yg91NON^!uX}(Ow@?pEe zLONe0?Ah{^V@isX)0eZ@h#`NIH@o-EwsVsIxF<9I{YOxdb7&V!$jM~`1Px|#$vox+ z*mPhR@Zfgag>NR*rhxHPf?)vMd8K%EsC{R*+``#?i@$#V?hHy-cz$p2TJ(Ri{Qm#= zdJCv3x2|niBo%2;K|0{k~mr z$yn%A#izZdWLNgH!z6kbk{;A$xxdi%IbY5p#nxr1BZDaT4@oo7i-~LH*eh7hiXU46sjn= zovv_V_vPq2Z&yKNF!}Q&FiNZTT|em#59vVl{u013qm&pUxHlrWzO@o@8^u5!S{b#K zm3E5(oUQLFsKjm{;(P+w;-1-acej`^MdeqoG8I_7wpzyNaJ#6{N>gbw_1SlQayeJm zs;n!BEvUFLo-Ih<0DODTKj;O$`PVNIgDXB~M6O1Ifac5qcy(i-%+1Y-w_9|6(8Skex8q;C&bh(%+QT=hX zHk{_gyNa~?K5Zz2J9p;?xDiOkg}{&NWAFM}JlC7Jj()KW^_vHBv~&Rl%l;;VX( z9)Xb993n@a#c2{ui$pnK_#7Z+$UNbaypZq}CQ=)eVE!7~xOJx|Xb(03naP#O);701 zDZ|<@*Dh00O*@_G2EPeIPkQsf3i4Ye@ZY&{Lo!gXFjy~zL6S`SGjOaS{zG+Y&a!WE z7tbDa>me%Gqt#sWCcu;sC?ku9h<=KHT!RSl98yJF+H=QIt6UOqZn)WL(-lj$CfH*N zV4n`mH!;;mS0tpV8HH*$)$}ekA=T6nSFwN079oU$Lk9_RqB?cOZToyFRfS7mXC%B5 ztJ2hIQoi$u>7tsrnnPxm0b@;!^(`o*A-qh0@(R##pqUMgw0clnvJQ%hQh)H^fr-id zCpDw31Gh6?wY9%CVbGUD=j_tC^XFZ}CA`zVuz_1??@o19Rhn!<0GMg)3_uzk9~TEA zDgHh_SE*#5Zu5uYa$Zv1h8xjSA?r10NLpL3zh}P(cGhY^zmF^-lM4E(!)^|&S|`c* z%#}}g+x@9CzeSpU^ee@bw@rS?efwq9mKloqkZD$oBR{eux#G<_$r1-?r0Y3`?nLV3 z)@8d#{hr!=`gXDj;`DX+alM&oBRr~_nJVEyQT(^2p{gR?MwgF1|iq_wd_B6;HIfOLuy_NVb%Jwcj!2stz7&6}#q zpNTFSf`AY4!-9*A8z&E2mstOjz2J*Sa(g4cM!RN;c=Ogf27KiuayA)?P@HVI+h{kM zx8Jg0vc>MhXUvaVA-o=Or!!ZGt&_fYceY)_SVX0+M|I><2=xKy)ohQ9*T@`fp6m=Y z7APPy+*(MQvnwD``XgP!7bm^_$PpjAEpI&W#p2R~U=@ppCemXwKI1 zXAxt~m(^~*`E-{fW&zPxCf|PNeYH)<&_cU>ETvFR@%&Re=4ru%g!>B9VhU3h*RtvF z9NJM%Uxd8u+<4Ysf7V^RDPG5bRXAC-V99B^LVw}t4bBda$D1#@BMjEm#mg*wf;%V8 zMQqt_qXA;7r3VU3k0-NO{D-i1Tew;r&J@qLA6G^osy$m=ITd&5<;oT9vF%>D8Pm@p zl(4NdMjC?%tE}`MA3eJ_wT@rM3(N zv{Z5{)-!4bJy19ZP;b0K;VAp(^_ue;sYV&~MFcX9BgUlO)QXcU-W26tE4AVe_UG4! zR<#l^Fo-_2er7-Z{DZ9nnU$i^l(FgY`c~d5v;Pa@xBV9P+V4GSe7m`-lpud&Xo=@o zQHM4=o8kOhxUcT7%eT_}*lk%ip@~Myhqdrr}B}?k!j}F z@=UtbYH;8@{M*-MqD%EK&dyD#VPiV#{ob%$Sl#{OwfJ3a+*^l(9Q(x|NIs!HA~Pg7 zNc;K}3?>UTL&8)9Ovnb+)WW5vi6YZ+!jLG_srIz4nFs`~yREIbqL|z*ySTmy9)A7g z=@_U1*`3m-QGdC!K}O@=^;Znz*T-qz9MroPdUHrqIEpN7#Ga~rDvRPa(p2G$ zY|r50QRv@S=nTOUQ()xoo^3IQ-|wPH8p3)tw2(z+)5rYeUIc^H<{}deCsPW!xG{Dj zsqz11|4NBV&#}ox))=Qc>aCiWvm^NZ_qYjMswi@8Qda#^)|R*{fk*M7bn zGlg)N&8iAnx8gZRSz{78_AAhS;fa8!1+vTmfog8=aK1ntGwRM`yWR8?R`%Y%tn97L zh-CvsO-b9j9}^u99g{Gr#kzFLIa4P5QqGlKIuVT{k5g6ARs})2zKi`+h=X=jDV#tX zdgl2X@wM>7V!zHl??c_*Z<|y!q>VMqp1;`zaEr}`PE~X zOsrj0gPvI?1*Q1qi7w)v3!{sEWqj8q1p~qS)j*AxVYFe?F}w(*04id}?~XK1ib|r- zh3|;1ueG_?{4dbGQ5?Cn>Vj} zqn>?v5PSnO_G$U;a$dUV7_C4<3qQ8?2)9{0Yx3$?>g2oBe(mr2OI=Np)4ON_EnbkW z<0@_;!YsMtKi0X;E^cVD(%EqQ%Ujy-2Mm#EvQ_J{h$g-+-<=IrF849Z+j{Y)*wVeB z;V!*|u-@=uELGx;g7#KVSib63M2Kkjy}cWWdJ^(APk4!2La0kUV0rPQKCJrCEABF8 zI?EnECmYn#kKZI|^AccN4cLrOg9>Dm#PNnFIw)~oR?_efV^Gs^j=8+N726YfI-Iap z&t2hQLQ_n?eE1Ub&d(=G=agNY@?}{(RHfI1O-J1r=+kbQ%(8rpqdtloBr;M_u$gVI zA>e)WNFaQl^TFGGimfGH+wJ|~=rF;HHL5m%o<#o>F%WjsxW{^{lij8^{8##noPP0D ziy3rIaCk3uYc!uatU5}UBbW5{(nG14IfTheb*jd3`fN&0q>0TrKH?l4q5 z#!!ovW8m9C9}?%^hh#~CDOQ8C<95qQjF{TcPNoaNUjkFmI*CDj0`lzM?ea_1K}UVU z)RKK8`#&ZlR{bVBlzO`tibz+&9tH8aj#^pUu0$Qpl4`obrR`;L}RYtx&Gm zf=bHzx^)eWC@qngm*mxk56yDctSE3jXZ!OKf41%BlS7U#$35ihFeUKfc}<4d#auxc z8@ag-f!B^mPwa9RJ4-&PV#ZFsYx)f00V*q!e2l)AaCT9{#Db)_M>UZTxfy{lL_}^1 zU?Te|KI`P`Sp2@d*M*ytK?i6Cn+P9&Yhwe0z|$MLARb36?-CD&-gw@f)2jl=fNuv={$aRu1Kqj+48XD*ldsl<&i{sJwFgf z76;swV6t(97inNby4#x42THWuc~3S_v)bMpmBvDsZMW_xKt&_K@gXY<+(*56_ck}r z5`&HR-2_1!P~xF`acl#ixGOY9AWsLCWJg#5Z?ARsx|U?{#Q-8&HfWW;d$$L~O`xLN z0lo`GsaJZ#k(Z-Cjq0=lT`Jq35iROt7xHELQD)54529DDj2FrY*UTfq$a&GHCMMO0Fe&|%n}LCQJKX4fo`j(BeRT(F?n59qol@Y3m2I#MaJNq}0& zMUQF@u|qKafTRF#MMzk9xUH?NvC#;iexOoHWr>2iQGqf%-0996QxL2J64{ws9E{Lk zu!28sZg0yjC%$^+*YJ{4#Z>ff&)bPKCkXQ8Qx!NE@#d*3t#20Yi7_I`2|t zPwyxE47ZGXjaPDC)&rHzO`PsJW!?yI`hofZ+EXh~y2H1;4|1)*1rGzQeTmZpq7#en zxs-KKOWg&RLJV=h2imx4=9+K`2ngJ~C8l0N<7Dc=t}I?MhvS1r{k$EA;lHl`x_eolkbJi>ACSjUy4fGdN zaQ9=FZ1eT8Eei$gH!7c?n12}+W#EKijrzd;$7%Bjm zR5ZbM1fLCnn0>VZ2}q;ec?GZkB}nADVa+Obafy+-J{fPUNPT5wj}x{Y>iKDIEL9+C zE#_>xf!$Q^L%y@(kvs)aFT7<%{&R`HM{Pc{xBpH}!2D!DH0d6*$BMZ<7t5>7i2GPp z=C}krojpDNGq#S7U?p+@?W!uUApzOWdD~LUvHLPIm=geXl4bBd{gMK_yt7^xxeUyK zZujh2C9w2>tqn*pjiB}9WTQ8LHbD4-Mk=}l=Ht^ZHH`ryla(CCyLY<)AUj)qMh7$i zAGDnJ6LQ$AkQ4Hl+#f5Ina%Qao6Xvq$&_DC5QbfS z#pVlejU&hn)gnLTs=6e)qYMlL=MeUI8Sy5FcFS?ZMn|_;x?)Yq*xK?8<47k0X-Ken za&i)^7gF&i!{XwGz$*~+e9=wx$+L8Y&58}&U%o*^g(&;f%q%##Icm~ZZI@;m!rVV0 zt&EKglJSxvHXDxo_OB8aUKV|lTg0s&9$+Aw1^l_hZM#n8PsXIBN*BA1+%q>LqIG1p zug0`2(=(fpRZF24ULGY(>Yoby{z@A!(JDn*O)Cl8?F#Eoq$x>Fsw2)Y1pBrxUsP`2 zevjVd_e&b;p|JzN?LauajN~0?+7}lV0-oo28;S4_COhwYgZcxFRn=l(%lVvNMe>}~ zfis^zeF9s-Nk)jOGt<+X3&}5(;`s@pGt$$+-lrUZqGJ3v(68PA91pNFgt)(!>c6~e z#0JT&JW@p~3XKZG>8@eAkrxjOrb~ohM%HN#KEK42y7$3<&X{$}piWMwbMn6#d891Y zG+z{@P|<2`L5HfDNl*HRvA77tTIB_5iV1W|o|hwepg`j#&^G}}nt;)zq{7X{_v|Z{ zH5SJkarY{CKj?zPPzHfOQbIz=BDMj|qwSA2JXcN%T|a?b{D1VUK&V$+R~LNOt@^T5 zUlxIgngrmTE6^>2#uu2vp5r>ST*=IVZr2}6$h{G9r*2BsNX}km6B7|up{k20p@^lS zJ8pN zh5bBv6s?x$@6&tMv!ScY0w!#r$pphAec!&t3))P>+DXYTR<3i##>O^>HToC-8qlTs zWPlOdgl(fUS_{n$7|(Kbae;9y5IEBT8ab>z9AmgK4JvIJ$Fm(DvughO+vOezDKBLf z^NG?%_m>L|y=^8^wG=pEfUt^>k=Bj!(u@8wl5(~W-KXJbex@Sc)H-Bt@8-<5Hsjag z@Y1cTw>ZAxKBzz@-^i{Ria@9`()L#8;r%{<4M+e=0UYe@?@yF?Q3tAi$;ou0moNAb z`P;AYsTeh5RuKBg2NTI8I1=Pw(bo_`taq02jZo(F1|Fw=#G&3Mq z$WjZ({K7pwhm13q5E;`9C-|$+*;NboEZdbL{PvaNyqI6yF#09q|6UH)t$@#Q@eyu z?Q=vf%iP)=xBZ<|qo2{b+sUX`vGwCe7-D)A6H{p2x6YR>$Ka&&fJzTM!Gly-%=h1@ z{4MHEB5oEPPj?oS;9mKqRyXWyU}KUvUv;LTS1^9dtkz1eqJ!(=_kfl)j!<39jR;v; zwqOMVYN7g2r#siGk9cQfgUnE$M{Yb+EW?D#k@rJhK-+TgHmy8L8-6ToGBorK)>*0a z&WzC47@AG)^9rx~2LA%SguX=ASUQ=4yAD&kDHkwf7d_*p8)Qq*{VWN=ghq$yWQ(D7M%Es6%%U&rYPJXYRr zTug{3>g;^qx>hi{*MsCS=^~k2+{GrX@~j9&h}d5ibYarfzhZJfv6fb-G&~~#PO)Ze zebn6thMI82|0_DdMwfcIP{W~IWis~lssCQ6axUWL0CwNo$BP}GbMX(pPfg?0N53BN zrRX>A5cx3ZI**_%eu-xtO`_0rJ@5#tDD$Y;Zs`niC5~$^gaPU;EFv|hcuI2@t8Yt5 z-$VYrs*UbMl4j@D+!U?cvw4<<0iG!j_R|@nczUQT5t)S2k=AAUSs%MSEb=$i41HXlj;Zw$zhylFyBg$zdNmb$U zr{-fl)M8`en{x8d2IRJZp(;IGtMG5Nf0!Mg8(;K z@tkig(NV}}2Wia_Kk&m^wR3A9JXo2K=|cXZ@iuXiv%GKzrNpjbpreI5qH;-GdM4$0 z5M9%lBwi7Aeni2p``k4op9!j}xjS{T`tmA{q~g8WE_ep{-_IZrBu%+YwmM#W1!hXA zsX0_|{73iW8tX{*bZbM)S*@rxNx10gBEklZ&cd^_NH=>j(`j~)V;d_D){auVn-;gN z9vu-^sWnL~v}m|oe#3RbCtO6iDEQOQr*=y%NS4GVjfxq3jQ0;F1hoe!sBiY0pl(*i zr4zUmjF4inSJ#_d^OKwLrz3)D7)q7*{BC6_w_Ed7C~jAj?xW56&bY>qpa z94AUJi_S6Y5i1(PBE0LTg4-V86=b~1pXqWM4WEXxW@;+rm-F-IC2)ZT2Y-T*Z18#{ zB_#!ptpV-FtQ)?rCP3H%!-F?)+rGrW1blvbX9oyMXf11SCV_zzTX2Jd=~jj74&p*q zs_n=cA6R%}|8wYlfKTA>vKOJ(c$ap}onzEy>SVwb(Us^`o$sa^j^W-nB5v)cH5-xT z-x1~;dH??T-I(mhbo36itqq~IlMk^)a6E$vb9}Y(_g2St?ayl za@r61{Q~EFn?NvgyBq3y5)tq^(JM5@=BMki+ z&+bO1GOl|fU&}9U7vUF-I(3}rNjIfOMsBh>>z`nob|Gz9HKL`JsP!f=-_18&RJZ=B z#;*A;LCE$8maa?lRL@iz`y)O7PPNq{;iTU?2Fx9Kua%^=8m(h!t zoG+`ZsJxtk#pzs)Y+uqqmM*3Tk+z3;DG=@Nm<^ij=ENZ^ zEU^a-pEU6iIbFt{K6YW(-0KWS?~%-R@8|@rA3)9vmAl!ux1oS9Bqq{`Yo|};&~30- z+u6m7Iv3^TSwj6g0n_7PY5+Dc{gRY!xcwo&%>bS+u5Yx_feH25UoaM_9GYHpZ5Cl5 zEq)CO1T1vu^7WGuJH#VOJs-%yUH!<;dUHE*;B%taPI3=5J<9yoMuZiSJYChRi^-aL z@3g*Wt3m5YQ_7iJv6}S~o=9_6>f^-g;Bn@o`&( zW0z-1jm?kJ-jsWmHhkuG>fB}ji5Y46n4BV3v%k46ADb?Q!iK%U&&n^|@TDuAb$_su;AaeU4z8ML6JC6&4l(y`~r@gO;X+A&h{j*uvagzY|r` zVj&qG9^Px1AOjAYiX_lyLAv+pHE<9E3O4oT!O@Yfu5Q?6?ldUw&^bM{-ODFD07+7% zrs6vs+rQ}R)^Zzt1RP#VqL=53HQ3EfH6mg@(Zy;c)F&1nF0X`*HeIm5GA*Y$*efBp zT+Vo0U*CH4@$mwvIX`JTRfeUpjqP|WD>aBC$U`%FCpvS<^fUDjTg~O}ZvWSqdivEl zK`wbSzhL*G1CY%x_^RMsPj9NC2-*T572(8|zi~4{Av!u5?fH}{^|xwF%% zj3-W4jVDS!{on}vp1^YD*;p0dSyNcl?(Xh$=gx(C2-L~_aUX*9mRej*hMp~Zdi&gQ z;yK;sBVjDD`Xa*m5DP5K1ZfXZw{HUcB4UPmoFD4d4dW-E*qBzZQbd_?b%{3crN~(tct_O6NVNWc5%?t(t8jSu12j2$1n8&i2D1q{- zU^vWj+XE+$7zramXotbDFd_%Midc=FM)#P+#9AmufmxxgrBx1pg8u-FN(7)#mfO`E z*UujW#G)_tLyfwVT+EeI?moHIkJ5-jVkXGc4cc2A`ND)9 z9((4da9-#7wbORw`7Ad7NDe1!66s~5Q>?+K+7=Or{?ENtmba*Xohc`jF*@JQu+y7V zPqRrP;$0pP5CA9^H1JEGeKP@ta3FoPQ>LnD&pfNFtOSPXYhVMWrcS{jAAo6hpd3DU z5>S2Hy#xZ5HNZV^UeZHu-n^-z2tIBNhP{i9GrHt|Txclw3>5>ty{xR`ry7Sf%>sV; z^-nV#MpTI&cU7^D2P20MitvgFNL_l3JN#7g}@RJc=hb9swBeBdo!@l-2W$h0kH zbDWPFi#@5ETCtO=`@iepbRMcgW3$KLUt9{94RuYRY#NpFr_Z0!97l+vXut>l1kmZ} z<|nR-U{g^7k@KVWz}GmK^d?#-085q)#(jnKiO|2?WWu{7wEVu1K8)39zMDZ>Rt%ci zmv*ElIbbw@H`KPh#((q2M%33Jmn@xkNdj9WCs8G5Z}HG?Q14&I%%3Wd${)Ul%&|v( z|Jl46FFC|t z_?R;LqdIR#-&-)}-m6Aqi$x-TE7}l++g)Uu9ZN^Vu4Hr_Quog_Q7deEPt@V|&==HQ z5wy>}7v88C%syB9ghS7I-tsP6_nBvuH`{r!4+0V!uh8}ZgZUZ2ptd-w#lUe9{o0?O zufF05tS@Z*i_d?4C!oyC&p*w7@$1vb$k80nBpy5U5t?S2?Q6BaTD^v%7UE%G$mm`B zSkCgt-H>>IH<4a+D@jxPMEB131owdmX}|AhYo7@66p?J}klpO!ZQA@@Ew9){2AG-F`=#ht+esZ18MvzpdS0-T3b7J0x7n!GT%6ax@AI5ik-`bh0Ze$q-I7a*e zLwyaaLTW_lPap5%jsw#`Fq)Di@q$*QYC*YShNkB^FrsDTOTn_W<006OKl{eCObjzt zW;It1@xo#u(4c3{?cEc>NI~ClAVvCrGIxgD<4c*p z4&M9XK3Du{DcbO&nars>$Go=0IZC3*FbfXy~j3a|+u@ z?mvqnp+3ZtP86gLOnMpOUs)gk5iPM%7cx$enFmu12zTJ6`#Fx6h*tD9(B5jMq*IBJ zd}xfspHOb?ro}LMJqX4t-M;N=Fm&XsatALDIIPgCxudy-p((dRNu}{e$|<}~QdgnJ z_KAg@uKI-7=H?fn7Ri-PVazM11`ZhNV)?W+uU;jnv*m<;H*Bq<8aa3(uEt`casFU$ z>N|-bH*Q&+U6d^9zNxq=ZZ}OO8v!npWXrww05`vMKM#ki=%X4O8Vd9KKOi3ld^bNc z^RbZ;c(K5J<>Ozubk6CGy5{aGc+@~1alh0QZTaFU`O+U}*AsS3+Zh;*f~%QI&^iUQ zX3ENT!3$)AW9aXZlF-e^|JFU#xEF5SIo~!Q%-kp-5j7+zJL=qeyX!eK#x;^q>wY~m zr6lbZ+l&SCXW|!U;xMoQ-BR&HEl|A%`;pWP&^doFBaXNv?KVJ^e{t z%lSKz*x%b(U*8ALC#a6V94iq2+qmlXr(x=Pe?S@jx_!HOV+#;nAk`DAfIapP80;Rc zwA)BgVNstMTkl){nO~1?uz?H?q!P`i*K!Mb%>RCIjfhLHkq0u;J0@}L1paDY;W1TM zlWP?AObxA{`*?eIfz*rCuIP5>-1(%psA%WXFmhWMxJo;|BS-n}4JJ$vyBu?N<)JI zSJfzPcD^}n<Ttz#F-m~)<7Gah&mO311M;#ps%bAi2UH+!2xX>D1*4PcJJL~o-!%|=oi3V z)2B~?M=A)(5@N7$7EyfETG4TrtL^)IE{2S{U_Y9G=3djm2$mEEJG%GA*oCZ3rrFK~Klc=hQ4N%E&m^9)W;tP4e20 z#l;e<3EIaQY?A&HlVQ+R0YDVIDivXDPe*6yQ}eU_a~p8dVYpk1{x+Dd4G&X^gx1uE z8Vt)hKmH?v4X;N?S7PF~M#evrTTR^)AGaO)BL86BycAKZdBXG_(=QJ{alw6NZ*ZA8 zGe*-b*J0Z>>2UG;hl1cs-&UEm<}+DW4PO@Q6zn0ikHpJ!BC0|XN-A*6iF|nRuTI@8 zKWnb(EMqXcs0@Xu#X1xD`NDn=4-Y74U|47eXsUPb+!=={BhcE|0q#HWMb9EY(;K>1M_>t+76V5D zxBy_)OhZR!c>jLTlVhzqOw=#v=jrL|KLOto5Yd2tW#&^)qKJRG*FddL6VyHb0568u zReeG2Ky8&S`PU17OG1Zpd^*>iPzX#j%hGg3-TVsw@#+{=4Te`Y$w8}fF|$?9Mj-v# zG3qgvtL8a#a)a~=_C-PJ>>g@+pBhy`ik~{zdcURumRNiG8OO_%we#1 zP73Tlynp|VX=D1p3h^@Idg;@w_4Rd_w}UGrACxe1W9BkgOE3SCQ}eq;bLHUGZ4LGc zY|LDby=#uS{lTy=m$!%_WYo!K?#F&ZOPh1k`E#e5lm=J=avIUDr*B>yb00CgKIwGO zZV(o;R%uh!?Y?!zrD3)A>OL34k&G0Z0{g^x973}lnM*L>&|=3fi4=E5G~wo6g#9}*xf8neaBdHiIero6~9d}W>yYG~Hz+t(Og`Zsv> zBs(nH_0C2`$+VkW+0M{NI=_Khen(1u=R^ztg9P2dAa(F%9ID~M*1djSDEd-!l&svc zO=XW>YZ*qTn*E#pCn#Z0T`s|6NsLrbxg_aj7z1B4;a!G z-7NKHjMgkFm?)Ai_7z`r+J*DspCqI4DOHIp$&~Kf1XI%cQs3;e&gkgR9~mY>b-jE) za#ids+pYcaDoxM$^V=?Q@liLF*JI3 zjjopS{3>J6a@yuYRiaDOfs}P8X{n)-6Zcm-tNJmLU1ZJA*Ie=7%1`km-~MP3t_fi| z({OH;Sy+^!A`U@gtx>(uu3Cw=d{JHSfGc3zXIU_d1zYDKOS=kUHvJ>FQ**ZvJ3D@L zEMC2WYFo@d z4aI58w3xTvyi&1>ts_7+hpt_JKhuV`lT$@;ak0NY5_H)O3~0-;k`^M9dMKyzySutV z!@?wBlpjJII8<6H|1!sv6Z_*hKyH7UT2iy*azC}L6_>XrZ%2phQI;P<=E{rU($srL z>3e?f-p&URBafA7r*IV5CAYCwalKEu3LH7idCoprG2NpUOB7ndtam38*lnJ{$|Cow zA?ce?>h*((n8-*q2(DvV@I1S;#)X%WNT)hMmu(hf z3xEruA_T5jJ4CHyi?N&70YhkO2(7xWz)C25e~Pij}rzH^p0 zC#a>1Q+pYbv*1@_8azjhIp@zlg+BF`lXMGthcE`l`(qMILyg+tDiNY zgh8o_VwFze_|+%UZr1Z(CGU4+=cxL-^$Frw1w;d@28OEcLEjq2keBnvv@^O>gIqBFA}HttustCmp~T7l42;4<`u_a+b8B8SnEXze z?v2DW`yYEJeqVtjLOyeTB%xBQ@mEpc2T5fDVqolCLFK_W-Ui&W<)UM?gu$Jz+G zkYf&%*_D%9@V?gxZImK=k!!p1rrKHI?Os@GFLTZ&Eel&~jpcJO-{0>bNZb6-0l;mL z|5}9+A2vmG^PbelPAK~4+T3Nl|u-<&TA(MQRY zqvw?R35=7&h>Rs(Doc8SMAme+1gs@9Gqac&O(O*@t;hPLl$qI2z^>xJ({*Xdlm$$A zk3c8j0@ck$uu_B)63)<^D^cMeSLf8)0UjM|l)|^oR{y-ryWkUPu!qL=NmV^!^wnK<2Y(4yYEY)_?xCc~a+GSija@=c=y8 zsdnRAVN@7Z<0OH|ljZD!>ma%V1E$3V1z)~@w}jCk01Ak2L5ipl1Hyk@K!^g%)3UNM z-7<5jf&Ih7Y3J+W;Q*bQ=bOssV}vsuURYmcsx%SjMBPODHXq#oYmH;RQ$zXl6qI*h7s2giTrYRQL6U zFqqs43~aQ~*U-=a|6bssCMPF@J}Jzb@dGe#JJ-2ZcVr2}XkdH@0Jj|3)JV=aHT_$l z=e*bAa@ztGjvqi_0r*@{w zRz#21y8ImWEeKA1mYqGDE}twfQQ=&rz&#XHm)2l!3xZ{|x zbvppU1AExUDPQpbvi6yN-?>XzBeL*rgXBWE)vmsTJ%abTq29gLpE34dZ?W9+o!ufX zIKLaZ!1-Q=Ku9B5NSfM$+t=`kOrNFPVQFL=(L+mvHs1Se2LYZpzc!MEjO-9 zf)AiUnK>oZ6A;S+ECfh7^6e#HmJ20dS8}E=&suh7CeKn>iPJ^5x~0;6AM~&-l(Ij6 zBHn;HhXm;1!M|dh9Qf|`=o$I$OX!mM|LrL?Cm-TTY*VNWjWIXP^itx7jZw{#rj;)p ze~UxRy*LuVaj)Ywc9*o(GYOPsT3Bfk_NC70yn0H@kTkXAv{r_tHMW$w6g|-Q!IjS8 zf)`may)Cn-l1g-JG&x1A<)rBB0o*mL_W+SNof@aY>gpo^h|<&3ZC=dJ&Hb9I`Wk%*{m1_o>tBB- zF1<+}z>aAtVeowU)!f_LVp_OahB{B4UN0CWpJ!7z-?kA^5ZP197$bRtX}OceE78ecmT!)#FQE&Z=Q-~(Ja7@7YaxoD&ZSQl&OYh;-_kQ{EbRduBBnmoxaHRrs>1g{0 zkR`9e7$La9F98`&o)V-~#_Qa#hLc~6U{e}LC-WZw|)JpMoqgucI#HxA8o(l?E zRL7fsIuX;?vK)Cn@J{!qx+V{8HJmU@sSMnNH~6|oP4~y%WG=0@h2j*v5XBm4^j2Z% zo;64de}BR(g6>W4$@i;k_zRWMq|PoZID+~B#LlXU3UIdJ&@EdA9&(TLW8kdTfXo(X zrb6}W=(q<01<68oIIcM47uAB#bKN}t^NBZ9onttP3zk2B$gRXpm(X*S0!~CkXiAv- zm*^F(aHZa7zS!5qwHvS7GGO$Q0f9h4Id8nl!R|4i-x4p9GqK`ud^}k?3o%MCx#aQQ z;AmS6-9KcaBJ6CY?wJQ)pZz$k>$^d?A|A^dm@liZ2?+@)QXb>HXwmmM^?69Ud@e$6 zkUL2B+A`&3%7dEzKSHv>9OAfOAzA~AQPjYW)8_O1jhQ7d0vyH;wW~f3R@Sqgo;e$l zaqIqCwW4o&(OCroZ(>)JM8MV9Za%G-_U1(Ku1y=1=-NjQ*GAkiUahnoO$&MbRM0o^ zkB`B1kX2KprfonGrCLIN;~-dn;7|n1(eNP6Br&!0G`#eZhp@xX!JQD?%4<5mv~r=n ztSQ|qQ*jCFQo>{d)}T37H%)_-jK#bHrk?$Sc%kD%KH24${v;~*j)NSpp~)!!_N%fQ zNpILUD zxifj}`vtqOCwJo2SLJUDlu?9?QI~xb;6C<9DoD$zTR@TXga^={iZdi&G`=tzu+Dqr zSn7(3zIFdd+=+0?n%oZ0b~>eKwsZ}NZW;Gl|Ams&=k|Qcc(69QZ!uc$Xu?W)kZQb* zeo+Vo^q{l6ZIg60Rya)akH};CtvZCU9d#0A@qAgst?%o!x!%bAiKBEM*f;CQfo{FP zwXIK+yH??`pKE6|d6CK!(dfQt`qW>_X3;Ix&s|r%Ch_Te1O4+vUzaZ2m+-$TGxBnQ zk8=CNudYPtx6bkvzN2?L$iO|1{Pr)4H0kpcnd=M~mNb5L!3_^@R4n%CVO&ftks{hf zX-+TRoE`JO)oWP8jy{a?&8*8l|Ey?K4gtiOJq&%FzToveDQLgmd%!=hy5WPvw)wn5 za`g(!`c~oqKMtesL=Ss@WdBS{#IYRBni;KLwlI_iO3GZBu7~}!38h9+^we+8YK>N? z+3&mQP#pIshoN6H<8QBNjTNzQDMl|KWav3ZLnq?VtRFsmEfW76~({*Ch*yG z_30y+9#fbLUgC95PnlTSIy8kP)H>(#f$-Q?D`Q};@3lW1j)CvOS-&(iB^xm-wnVUw zFYUTtxI$nyZtY{3muO`6V*TKf-bAzhy}dWW6mzG6Q4eIeQ&4KQY%M7gHlB?(a)PA#>u=kB{^Sgd5MVQ#A@@;h++P8;0}rQvJvR z5M1qd=X1DO#?3FFNfdwiknmFdWC{C&Cwu$nR*gnuz}p~9-m;?NGxKV>u1;7`Ckb*# zqgaW_^VpTRmPqLoPsG3JaFx$W@cy@p-|hVqn(IX2Io z&&rBqeiUndu1=(DE2mPupl*0JBEsTj+{1N&qddA$7boUw4Luzqt?#UooHKb5pQ`a~ zm>U*E2F1hKH5UfUO!)i=4hvjw?w?#JWKI$E-s+2=!9#}?lRvR4_`Ua!Hn+WsW(IiY zohPW#oEL-&^sDM0uD=t>t2mrEK%^^Zd-i-d(r^55hTRXzOFbs->dUViq^aGm~f*xEcsBaemnHYei(rv$}bgzoEz z50YzfAs2G7KbB!U9Bs<&X*p^&Svbf3)5Duw`I1m)4aR`z)Zm@GrL$T&O2uzN5=3lv zYHKAtRi0E_!J8g^!IA!?{uTOTru}i$sLYx-()HAsDibxQZ8k8b+xx`v?ryuyH= zy!y*eDNE^E2 zs!=K-t+r|wnpI!PEHbS&SMNr46IA%^k-T2 z9Wz}Gsz;7$&NIAqg+FBU?nU^cX5|E<8d7U4BjtVzDUeL{RXmIiYcc-6bWu!Qnz#eL z*#=v-nY^x+M@=B^EMAW+Rx*3vwyr<$!nURdU)g0vYAK-^%52KmuPgEr6-ItddwmzR)csq(A>eQC$33N@uAxSo5MCR6>4WRd zl;k)^0hzt>E3_64bPrayX4dvl6CR|AZ*-Np(PBo=ok21H+m8X20LBO7OQ=HEzN;h?P+KWOw0?wiAza zcxKo~5uu->r6HqCtF?7)2%bqBmwP7*9Xia!O}#($B57reM*}BlZB>&yW-NN^Z257D z9Udt=+S-zW3W91L!vZDi^_-*mfB!+ArnuuFx5nb!v$6g?FRICfo0jAq(;bs?zuk18 zGheEj9V8gQ-Jq=WZGCJn9(VpS4;wpEzFm7Tp6!HZ#c>$*l`eCWN7?OPzKp~mbWG;j zb9jZgJx50sr>&y2IxbM3Tk`ODhZa9VG-cbgvCsv!{$H{geUE%%W3~)0#*8{A7)_II zbft>a-l?fFcQ_JY_NFhMQk762&lMZsNU$0WyUW4Jn(aE35KU6or5I#rlQG}!4Z_H~hJM?K*jPy3pi1S+HT}igBZ>ip3pfAiIJiu#R z{}k7s9IMDMMR=~{XwL%ip7R23T(Ln~QZCgtNJweusmtJcoeU+1dct#!4uRLvnUSXm!zc8dvi)hIqUVcIH-$c((9 zoVZvNvA(7B*w*Q4rMaY+QsnFdCe6gjttuV#Nfx}O*EhLn9k#Hr@D6m~n3-XQGoAg~ zwQIy9qqVLB6B80(krS=)gM$osE z!H#`f*fuhTx-iBU;yklAHatZ;w{ZjI`0eztt7;m7QM{@iscfsRcninh%8VMO@xMei$-{j;S-cv(stPo74`3Z?35Sa7{AkhtK zk^%rO0kFUbdQEy2)^%Svu3zsJis^2WJ(C1XXX(im7)K;*+3)D=oPL1IZ~fXk1jVDp}86{O$mj=sLM{EzeXbTyKqL&+m$80q%u#c9>J<|amWq(K%&?w&H0 z%uC0ED;CVrvL~Vx&WJfI4|0o%)q=hf_&pH$f@{zWVHy`ZAIm>iA^oC(wjS-)wH_fB zn~k+S9Bn5v%em~jv6X;pAau&xn>eMJeAwTVKOo3a`Qhso;pWeT^)$<066i3 z5*#CACNLCWMwH5$0c?<9IFglh2&B9kdM_Eed1B^lk{r`Zr+|tVbd_a5Wl5pG+R+MV zwxfbT1x?PMd;L(w+}r@R1U3d{s?oMQbgWxjjott%{h>KLsR7nC78^DSmMz6Y15~cc4)LN^F*efPEDd+$dvd2{(T>H8llb$D(GRrazv{fdYs8 z|B-A+muI6!l!o-YNK&8OWO=+5Q^4(N=|DELq|o(6-|l@|MQ!HmT21eh@nh>z;GgKBu>rf15UK`!fd^FS^;y$7fp~ElC|3>dHVxR6>$DX1Q zVN^@?xGP9TfIbACzr5g0&;>vs(qW}p*x1gZUP{Ax15WG@0HXoV1?*8u%n z&pkbRdwT*mZiL6iT7A!rd-G-(I`zF#FJpTKoK$f9vdYW%&}gptU`l?zgzi&dS7_I| zl*YvLgC-LO)%tyVO~j+7D=!)4%o1RD0sv#chpR#38`vQDGI*Fj+-y~#!}a`YM~?Q80$Ojl+kTm8H&}%~JBxqO4i;M9I2wEGH zFTYNezk>lb73QJ9+Ls9hBz5&_2{_hxGBV$NQ(`$LjEjpac;}^2=@z06YYo~Gs}uEf z8onN@U}hvtAO{FCD6^tDFWA$h=q3xyi(@i^9#%6+YJ>8NUs0P8+Aw_ezoJH=N`fP! zqXU^lWOmC|5{VXZcp`W+8)#FP(Up&D(sp?%{+YFpZQ{fzcVXY^un4JS}swQ>=I!uJk~-_ za`FwMvrU@-j-Nrnpvn&DcwS?IZ3lYq&uwhD`S|2=IqB&)#KnyXP`w{Nn!py}$e3(L zcMRm@+)9$*vcW$$Veh$1#8Ns!67tfrHkVhE zC_n%I*!s$_EYoOfX(R-cZX~4z38kbF1Vvg2DUk;0mM&=#X#qt-x;v#r5T*Mi1Zf1M z;oGk>XU;h1n_u%|=6WBV=e~EWz4lt$3T?0V3)W|_JdIA%O`edva9HgkGi4)D0AY_#JVF@+Uxb=)$#ax_k%GBm)sU?sV=+3nTWB--rPH>R285^mRc4o zt%z^4y+HmUj1z+S3!F%#_9?8&!)*a3mR%WRE9i#85u&>J%mlWjEx$9$Y{DKq+|dhs zP^J)&^Ufkc;2YXiQ(c8_2vo38=mRr=fU8_w_>U^gb)N2m$yElB8nVa*B#L0)FUwySp$p^QVMuSe!6lyFu(}P#C~d zz|l)cPJWbogE(*##sQ7b78R*66;S3fs84FaBmz_lF)n{OgJ-`40(Wnipd7f5>HrJv zbkBc<_T&8D*UZDc$ZAUF8uY%x|vc9XQ=LvXZe(y`2047eisbd-Z;k^ZG*=fpUN>p9Gl3>E5Rj_X~!I zB^zComF1tKudHkhGgMf#a+-*!zA{FJWG|u%TfpUoneGKLnDss-XTzjM_i+N-g)cfF z4>AEkqrt<4FgPymN(aC0e(-RYxDF7aASa6svO!f*P|yIRNJpAM!<;vAlRU7Y&&$i( z?1K`cuAu>!C<<+EZjQa%%t7Z(Iqde1PfUQ8AIaxS5PHJGq~=vA&+so^Y@ru*-J<_; zahV+m75D$9klM+LzuW(B^;aE`RibnFQJ*MxLicJm&F-q@9w%A={9VWE@(f<>?_~> zZK5~M^WcK4aebN`4V1C+8P562fgs&zH%`xIBgy z7Gcl8evp`$_(^|SgifhV9Z|(&R2Y>~-g0ESFRQ9*53BQ_)rk6bHnya5)<#)T@tLzT z<_3!Pa|M4)e54;9uQj4cyj;!^^*KhlpA;zNDh&!7ci_#EgU_7Y-N3EOPdofDaGNcg zrQeLfBG-V{R$}IL260AhDb_4wRn+W(JS8b%Og^G}OnP* zEb`bLB(bsUiTdXaz>*P){kzsASe}G*i;Igb(vVHau*#CVRg!L8Byyc{X8exysyW|k zBgo6k1IZIQ0SjV6g1xZDHMF8YgMpv0lmwG_DVk*hVLQ-8jdE?jM1wjAijfx%E-*>@ zK=Q4YY>4v<(@f4xzK3|JywF_>O%V%C zwY9sz&z7>3lM&PEx0y?4LUg__UROmtyYv0ZW$(a~n%L1OMh}6+m$<#ta+$VN7ZV~b z$YVKm9o}4cMY4mZ|4Z%rBxaeFx*@XM6>vjrEi_}n78u+o@FSpK+yC{e<5b_i8Ec#9 zQb%z~MFrB#50*MWKo;iOp#1x&YKokW&i41D%?I+bsp%q!Nv1>6F3kOEXs4^AqeFNw zVcX=(`Q;}J;^2JD?uN;xKZNMe3Q|8PM$IKq@qokbOiK#`F&Q5th&2Rd8SvCc;8@>h2rBy0)Ay^WlqpBBus`1@tOZp~In9j~;0G}{|O#E5j? zAtz^}?DZj}BOxXZ2nqt1L@>_0gfaJ+H!v#do}Lq9UEXC{+C~VDVD$D9SlTX7npc|& zFXdsCZFfVZ2qm>$abDgERFT&m3~`R%uzYN92k$XCWo3LC40R}yefedY)hgs%Kf$03 zcqitTmP(3>z>1#bkLDK>JDq3BItMX#%uCdxnX_Tl8qjHF-wKkrBtyR+F-Lz{B@ zWC%eO)gmcY=@!=L{MM%T+x4Ac3AfGu;O>iw7_#q%dSf>i8J)*+v|qpFUc0(IDx>24 zdA2_?vb7;%dg_2=W=;J`TCT%MQ=bH$BB>K1rGQ36TGJ9;+lfL6b=b$Co(@H^2Cr{c(7m$&XKpN z;9!9zFXV3u?+>peDKGiw%j;G>Zb6+54G3rlp%*Z9xGs9Ze<&?BB?Ye+ot&MG4LBL5 za8)6vAN*w8HFE#l({s!1C)4;$y_hDHrN(-& z&>Mo7bQ;Sh(}&g4F}==Sr4cZEE_z+OkWi$QXsJ^XZE+BSjmRmFHerqKY-F0{Evt$- z)ixT^36b68rm{}B`f9z~o9mgy)tcI%G3*~Y7rH$de(g@3oBw@&GCc#L&w!zfJuU8j zip@IL^r4^twx3!G?;vJxd7fkI3jrw`{0L{fj|*Te_yD*3*^jTxy1DxpdT+=*>~rT zIb;M_MvMp#&wnT9Tqucn{$_AcefK?3Ns^Ktf^;#|hmeTFeo8R6zWonOgGLrPOmh8V z18%DS<-L2Qbu^(?7?ul#HA4>LEh1Q6bTi@oecb4K>P7GQ=t#&ehT$scv%8&zhzcun z^DxT?U$)dR8qhzejOj{>F&8n)xc#9vn$aL8TuGssA=WXS*d*rbRhG|sZ5v`z$R-fW zPw1{;$Vm(3<3y-}P^@PsWUJN=>BXh+W}zj2`V?VQyo`?M3Ho$C#IpFZB7$tmBhpPMV)?~A(X=_qpj zTFqN}`K_z5-EFhhQYntz8E3r{a!;Pc&j|9F&IqnZrZloPK4CiHyMxalJN9<_;D0Vy zbRU7l$(x)U>`A117wm`JzLIG>3|S5ZA9}805N3aag0luP5trheOAlnqaI(x)j12WrFm*@?#ma1M}ai*c=P5Byr(T3P!Sl+g$B3^ zfG1d4YVJ;QacsQ-efu`-%#=Rjft7(1SiFH=e~7lX<1(a>*J^e}hJ%vyHey@hP_rpq zu?u)*`SfXT%FP`(@^mEufs{_UMJz{bKJt(jrL~ z&u|dQlo!rcQ584x?_jYdjC@q#7d1;tpMp!4>cyf1*gPY(qU<5|X)_H1u(Gq$`;+T= z)4Z#5dG+k{Hn7hse2yOZ{Kc#5(oB3Lfy!~G#GOz1hnJ-eKBc4_ zx9p!3da!&HJvp(9}(uFTU2qzGDUDspHyLbd|Vx-zhbY1L03Y+6I!RbXSj(wEzU-5ts4|#y4VvR(mZxD z4MaKYPrf&Q*CF78v<3w{8xj_KBMB_Bks^aAk(|OK!fi~-GLUBj1Oj?ss70aj0IQJU z;zbUdM|U;AvteT>KLPZ&$nAjJ`P7HYB{c8^z%vjGc+&wQ2A97Gfv`E~SW&7-qGK>@ z&D|90{!j8ii`Ww!ZMP(h^nf*;#Ko)+A2_j>T4jUf4iX{Myo#DF6=tS(*AYi$nA3{H z?qq&)*aca@n3mtEjYPlCN9X?Kv=oOE=gEC%l+)gZp@{R(-CqEhR!v{mFN-{&t0N&x zdVR{*RQnW>> z73iMlq1AeW^U%`^<1YyFe`OJQMb?qGhbiH`soU@PLKX7J3ifVcEfKOX85!9PdeG^s zYs4Eel=1!ah4nz!b}tO@va_$g^s|%UO9?Z~!?Xo$c#GC3 z&DKPaaWI1QD`4(gz+Hl#T=RoA%1od54HZzqXvV)A;_U2<#FSi-RRd_VprQHWl5x}X z=17a97LZd>F;-&Hp|k@YccDyRhe+-xh>l2dJbewTkg&r%+hN%)54+~TOoMcL3eDRE z&gbHU6yx{Xu95Sy&3yeD>va+LbPFJzpnw2%58mT_IR)*SXQuFYfW8cY*B1#1Y)XUB zBIKwR8~HleVgd{e&Dr8y7Y5$Lz$(4C4oZYjTpegWJ>UhELTDAyg0b)^9T&QYW-oI; zee6ZC(n`Iuu@U*aMtqf|P6HcR)MFF5IIIluwlYk9`V?;2+JY@g+yCub9P-}?HxLMv z{i_?5gZYv?>e3?awjdx(nMXq?23y6tJ@!N^I0}ZVW_E{goJ}lH-OR&l7v@!^V zM+Sl92WZxo9RM!x6$fdC3aguidRA5+AhY#Q!`p|H7JSh<=S#EE^6m039UYix7i8A7 z41#KBA5Bh95^{~0H5gUlAgUwD%jaxV8j?UXA%M|lA;}I@+d(wNscaC1Hp_*YF>$_Q>s`ig0{308 ziZ-k5R>MZD(;o@+Dp#G_=rzr|?QJYFBHsHbm!EFLJEimC$~KPGQBhr&C~eR5f9$ef zD(#PRPsImO&)s_}GrO1XVxzZjdE!9#KQFyddGYlpdg?2;Mgq#N<8e?spPzZ%mQh>G z%FN7!dK3!_OQsKSHH>jK4i2;!m@jmQ^Y_bbZq76Q+DimcMgUo;$jL91zJ(K9WfL*# zadNN?P>lSD*Hdv{N<7biT2SDDLc@<8Fd8yW?fc0~tKMgaOYjZ-qM9*~RoI)QRo)BW zE!HeIVmQyofGok;0MfmUy6%GIGKsTrRoGGKANptRQtW~HhiR4&ApHZDn#-oq! zz|6|}elP)eqj+RQsJ@ARg~!WRuK0EnMk4kXy06#^y+6aF4bpqrB2?k=#GH89nKxG*d+T>qrYp9?YDv6MuVU4sY9+E-63a?( zz61w#8Nuc2jY2aW1@D!fYBjQ38u)m@Y135)L+cdCRZ`0hPXiM?yMKLy-ja9Vo;AWC&R-KrWh|lAwB`)D$=6 z0T&jN!Rvxc*t+-cN1u0qw}o#55XYf>!e}$f$-1GgrO6ZY>kU3<1+>z${EfNkc^@sK zL-U_oVj;G;z^`wTC=!K~j?M?#p4r*QFB;sbtmXuM4Wm(&9#YteNDGs3-%3WuRAWs} z_dUHr;SvDk=#oQ<2Wo2D9P$BLceO*9N7u)xlD6tIV*_@ze5UW|o_Ktr$EEvRP+xfU z=4yGB``w$%X6r;=OX<60Hv^eBEj_zeOHbBH%STJe^=pc1n!PzoH1k;q&>BmYZ~t;+ zb#BA(;hdWpGdSzt`>A!!lv#F<arLsrTb#v+6qwn*;k1@nVn50b| z-8ST$BS1()*r=eso|?%O+FlY4O~>_d5<+ys`}gnPc9n4Zxd3|;&=YLI28m?IG{6H} zs<2iL!znPZEd-oO!@%Gis(CPxgw+N9=dw~yA$SAJy8-y!J4^km&Qtg*!hC#}g#|4J z+1@C^O45_w*NF9Xy80-3Z_|NSP#oN&o=F_(3Er zMZfJDl!hRc03Z@7Z|1#b)8#^tX(4#flZk&Hm(U)hdy4VeVTwxhp?!WEtb;7aynT65 za+m4l>7duEUTD)$oF898k7(WKX0UFGcDa+__KN>+MIwhDLerY3Ths52dxcO@n+R0@Rd z5x$kj#o@y+{TRXF?}FcSsVLy$6E(uT;PY{tAI6urP!^yZU7!U03G#`G1>6_l&ZJ}Dqik`6+Au3<u@HAbc-3%Y$h%mSIg@-O~5(jZyb`xiYB$XS{8aV?Wm( zIy^jF9VM>9XVLPu3|uUEuPIXTK5hmW6XZ=Ljtao|=uf^FHRAB2X-sa7*(OVG6~S8B zRK8Iao&*Zs z3-Xb*3mun!jwYK(Fw5TTt?^@7-u|1z_47$N8ue`AhSuB2aT)_S; zgV$8L$pMfo3iWW2L4RY?%Y=meo3)WsvAq)$9-#a6M)1a)d+Fjxg=9Ioj^n2oTqyTY zvcMefxdJqs5TdJ7Eh*lX-0(fzINofMkDzaX8V7PDsAJ3>Tik0|vs?a>0g~CU3!*A3 zYYIg)aixXEg#=sI?MOj%{N-7hE(^P_1Tie?$lX{=%BQ$(}LgvJoM&W`UkW2s*3#;v> zx(C1=^`W5`lT$LFB7(3B@^X|GC&Jy>C4?Ga#E2#VEru%R!7_{|UPe(S{Cj@SfX#Dl z$&BnJx@h;L<2A>Zd!GSK(vVI2pe8hjU%aKizS}Io$;?ppro2AZ;4*LjN0OzuLEdNk z*fr&^scB`L^VFxOyY9ZSoo;N;oL_BgQxvUyC0~QfXVkr#&}zykNiu73>o@U2J|O&I zqMbw*G_m1iJV@;qu+_%I!~~i9M9AYv&jB23SWAO>$;i-<9{58Z?X4Dk_>hvCs$-JF zpwarC>NttK<1K(e+1V_08S9YpL8btp?tI#mgak4`z`c&0p^t7RRzZFR6B8zM?=SIy zM)C^^!eCy)^}e2-7a%5Jx~+2WUXdgD@foGxZR$6fnP1`C0YaSVFj~Ad&&1d+^?JMM z{FJ~13YKGF8o`{9N+nd>V5Iur(|UYKR~uDxJI`MTs(VjpwnxTSGAb9>c;ioL^j4&*$CxUH82O3AdnB9#>T+`*?)BIo5I4>BF?>i zeH-xVK*$J!7UdIPaP5Qx1z_XJiKpPbfh8M5(Df}SSO;M*(B6T*Pttl;SkP4R?_AReG5xkxT2nN3cSM8d))4|q&)F7;MOhuNUgul(g+D%9 z;^h@Ox+qG}hhSi4#t^3zv?9NSv!?mOQ1r%yndW!(wy36N)PjL5IOq|OaaExxlRu%a~sa^49TrWs_o_#7_au&s3hO2b2 z*-VuFl9bPGw>`m?GFI(MqKV^OLCgWs=~5}-2MobjWWvjG>8IV_p?-0Kcm#l^@LdA~x|!KhP2!I%8`2BEI_Z3%?$6RzKx5V@Ad+rvZ+{D6 z4@L~o??Yo9lb@geG-8>}j<8WC;wkw-4%}nNxLD8C6*YYOmus7wn}Nu5qja2g@k>4g zjOt^Mu7>%{n7fGMGA~S@%U`9so%c_tHV?f#^SK}-@dVHRfqJF7Nq3=?oPSeH30@oC zlY>({<6iM!1J-rx%z-!qcU6atLRKnqVtNXrdzrXmAE-`EJgeF~_prEsT}e99y)j*j zr|7ju|IHbPez7IDeuuuDlez}^KUA#_xat+NyVzqx9&B<+*p0O>x=Q4`yA0zOM|$?J zFO2(Z8QU%_iG9dCPR=wOPt< z-@ZlBi2RyznPG?o;dJ+3YoR>9e*SFru`N!pJ2o~p{tUwE*46`Ru0h>hUCqq1&$fCV z)SW^a1Sx!Raq*`}G6ez^uoc+&gK7-$vz1>j1qAT1r_~e{6I7M^ic>hj#(~mj<2zMW6H|M>EchUI z#Cjp;BJC-|th8{$9eY*;qM;YJ+w5MdDDXb_CXequH2J;Hgk!6po0`rcAOO$g1W^_H z6_P=56=wMjMjvrtEgqJlf&1Y7Ys?I2cNPMYXHc-C5d0X|?1_^#eewkI?iKvZ_wPpl z7QUvI?dsvdc$*TME8P%CFW_uC4T1%5qygXpKEN_^!uG))PX01%*c-}4(XP+UJrLnB z@qZWk(I{XDf)5@(KHwf@Fg$}oYix8B?vAl6R0F`Xm;Lv&APc4TbD<^>3fa$YSK#nd`C$iwy&kA<${ zAUaChvR%5-#?p9R@p_;0vjZ*YAR&`d0Zexr zMmSrmlW(kpW>x_taDxKqfKRs-q9zQJPd-FhjDS#H2v!hmv4Rv8V7V3}A;lm}Ww%ZV z<+^>uGNZzdAUBd%?Qd3F(9qCKS`AV+f-_VM8YUjHjXoP0 z*H~Uz$*e36fHf+xh$W*&@&9ARYWsn(i&spK?G(?BL|o16k_nojy8m^Gpm90n{af=_ zYwg!JvT$;#3GNoQ-C^)wdB#?KQEOj%RB_9VETzt0Z|O+*0ScCr-75Yg`IZ>l*&c73 zFSfZd3<-#v>nDdhusVvvN_Tz8)iSbWlTiwjM;f{=pbWzdS<)1~?mGwNEi##JFt~=n zSa_x+#$Z}G6(#Ln3u&;VD7OE;M7ih{M z*^EuzVh>qhOk0z1QC9`1K($V*Ak-CDG%_;MsVs|S4ufeaJ998!tmu<+R!$c`g=jok zX-!2N7s41S^V6@B>5n~O_q{-eo$8)=f}XrqwM{P~yO#F7>a;+G<8EVl)IRwuqAKIT zdQr-scsPrWjCZY>9%$U0Y(O^?l-jyFDoCm8VIM^{T7oI>PRL6$N6o;6M?2}) z^I&#GGZvIbJ#7c`vCAT=Fjd8AMGKrCS3$vda&`93o44C7`)8{$!)MNn+bjN5&d?@- zOc4MWAOdRa@8hVjcM1bASaVPJ zI?LIhEXjc^4tRp^ZDfvscV+|b6Oh4<7vk;#{cC=6GioLka+w4NbrB7~T125TIcc!b zZw{IrK*f`_8k46_Lw>e4Wv;;j{@dS*M4G3{TEyU5{i59<)n#lX0^^J>B2SUbd0@jH#J7;0e2iDs;b)@P zm$94Jst@A;x>nxQ&o+S;gRP?K8Y)EaI=-mZj#>QWaviZFyVfcVvxE}mwkSnQo6xo#lk%@ z#ltRDF}TT3sg7a)atLlsZVc_c6Gd2ZDp3<*$g zwY5;Cj0^BVV-Jlt(&ws{DxQb8bvkZe-0hP@&C8}P%2jSew-hDk`;D*qNA$jbB%fss z(#ZT+^-pDC?Zo}J1#nYQD9{6ZqQi!u{Rc*LkXjr);;KHu-?Jr7cwI<j;V9Z z!SZ6A1Wm2Q3h78uU#b(lTC9iiXX(e?Ls&)a@223E#`Y}e(%m1{QP}eH+G+7%+HWQj zYEymho^^dTs!n|E6kVmZWwSG5;gZ5ffhoDYmEUW{*HT(KsD`yQHG?#Q0|TLa9=!Bm z3KT&h{+8{{pS<60acS7@paMaj(6BHgLm@#>8u*uBb(WT9wR#5UEA@0m9%9-C@wVd^ zzPvcfyROZ*V$yEk=vX|c^59ul>FMF*R8x<)|9U7!s#4RER-?NgoytBs6cdw*BlIlQ zfnbZe@5e>_csEQY*)7(g-@?VjeUIny`w@^bcDJ{6pz{IAygKkGgU$rH$YH0i+1t5` z@u8u2935}q)|J%!xl`Ma)M`&dz>%l+jLt?Z(N~y~=|!H08O@pasGvn<|CruIm#>>* z>^x-B2-`_xnNDx?neAdp0_xfuYl5Ylcq&tmSD#`Vpyjqq(oe@4MW6m4S3}Cuiv*Sp zySBN5lMe_jk#g&f78x`l$Bq_5D-uXIuS}2xc>mt)@nc>n9N_bkLuDnvms0>dEmmgc zii4@q7k`R$=}RIe?`W{!>*v9}+k0fuABea#&@ddhSIGZlihd%8pem(A!kO!E-}BC$ z#;Z%Hx}zVJ*K4hB2wVCVON&vD<@&{uy5gZXT_bEHwV|GOPs(HVX~6&INjccqnvJZ% zdRp>nCUBa8oK5L7Fg)DR!Jlaku4GVV00ag4*M$*yjm#iT+a$u}EhL!rpD%phwc_sf zn-A<)_olV#c#^7VH_b@47y54Lp`3+u6iC>3tc{0S-rWEB%p~z*&-^7q-YcTP&mF3g zei*FIXa)<9-ynDH_br=_PQ`oYHhICNr>TYynIG1O`yS52PDC4+z<}fvyeU|fa9=H` zLOKKh1Ozqg*QqHlAU9ooOi-6C8E|tFZz(%GUTDK->7Unxe{UWJxT{|>+JJ{xPz3Va1DO!5Cnt4jzc*#q z$NqV;SlD%S_$O3VLYbDOe)YWhG(V}bTSENf^+-)wAD?H6(ym2QS68%{tf6yhDjoaO zv2Way&%)E}dveCNuh*=$rQNi9!aphAtsKUbk7_#Kr}EFa508pU7j=6EVAy~>5H-MS zt@RbZ*!4lbKSgVja_n+-RqsD^`>E+Ws}MGp?P^n*bqj6yhfavxco6q5>|52A4jt1Z zeCHIi1DlC9S&%l-u7PYvP#7jScT zpF=Uw*YDeRR!su+{eLOUEWaZwM1QB7QE#B>B)Z<{aDZR-dE1Li_EuD<$rk~Fbz6JK z56WBTDW@l*);LxDFRiIjBa`}HsEs793XYG`ov=v1WHw28{#7?x@yt1;R^s}o`JGUR$d;`dJ0&{qE!j6Uj1y)dzt;G9KCyDAVUfD|%%%cfwdBJ3R5Ofev(0F4eK{#EdAw;At~^ZoDQfI)gV}`EllO(i8eZ;? zQd4{A<_E2palM}qT4MdU>iV)1f9^C^@VCgrd%Iyu+k>GFIpBcB0i+7tRv48-5CDJ1 zV&_Joh_6ild59uA)0k@ZxrdD!3M*J?+h`vcozSoD4qVtVV7=(6^$_Re!}s(Oie!#8 zHPeZA-c_m*QLu&h?Xhq*`Q<9fVG6be+^=~F<%YV*=Gqy@tYACHV5zmW6|Nji^I;(M z9)MRUu))<&<|?8kYGj|Z2}>Ie>%Y{B+^+@B+pB3_6HC`vyBs6~aTBrApwF{>8QGZ`FVtHyaI1f`4i8XAa&P#ZsOPwjj{b-^^TzE)N(=mc zh#4EvVo1!5Fqedu0usohd-rUihXf^B$j=ocj*V3@Kl%QQ1^S8zjR%K&_44|iKF4cI zZy^tRakU2H_?hXr;&5thR;4*jcL+Zkty0fnp5MsLKW~olcL!uAuEt} zt1(-8SN|h>G=NJQxmg(9;}FIi%)Q9HeUEnYvZ)Eht`F*rENLINra`dIy>8-P`Im>q zt#^CHoK&WoJ($)G(T!+ke_bRb^ZRgQN-{zJ_Z1y;ZCe%g?i~2dj{(2Vh!-!AmOS|Q z;3`xJ(mzT{O0bPL7*|xZ*&lJSQ5=ZptgOK?Q=^>!sacBc5_J>xm_qBF`;VTkxF#s5 z<$LXLit2Kz%00Oz*tUV|#8jzAB(FGe2vx)%P)2M*w_+ECYa)L!<};5Ri^c1$qFOrhXSXYJ^AzBHtPZn^lFuNLo4e|ink2qmUiXefbx4?DlbfL}s^XA5Z!(h0zjUtqEe0~ZVU z$K2e>@-CQG5NcNQQ;bD?{?nRf*?=taeemTwPKwSko7<~Ol>yvkJ6k3Cj;-T2zGa_F z8}74DaR0>IAGG&(b-|QZw%f$2lkkgMMQEyj7IvD;UKPwMt3ZA_jzIoV*ESwk*ts(@ znuFRGX)kJJ^`g)X-qN(|e1s+sHSAD=R28YSvBRHYU`H;2^JlT@-9Al^2%V2oT$=So zc#+|&EYEQn^dFP5CMKezvqH83&8iTL@w)ym@r0Hebzh8`H zgwTnzarePGDNZ1C#=wI@(zqrn*I~jPD${B(4Px#Pax2cYT7((_YlMRB|5HnLK;B~( zO0sG3pKIS)az3)2+WfhAv(AOzdRHlM>TRXP9-Tm5;=zzUe#(tz2R7;hytygFuRCnr z3z*xlG-9HXZovyt4d>D2B%LpzAtx6G5*C0?S)m}8KLi#-u+;#}{zzIecNigpVp_}j z5h9qb&&mX*=SU8OX!OGq8!Nd#!(arrE`yf(tAwdzu2s*2!^a~}tNOV|U$9rMU%MjC zFO_O7zY%ncmCI&sMDH7eCrQe_{|6aDiRQo?%Ar1uL&z`0|GO>7*Ork%XMX}#lOb8i zYTI%|MOwP8tLy1sL$2xR>9eyl;HKf@;M^MRLdU`~7NOP}m~%1a|1&#U$RHFky51?? zv3K%z?>?NJK$)3z=I3(!!b4`EXgx%XFQ22f_+9YX5GHt?`7kh92Y*0!eT|`ET1~i% zQ$K#H{MS*2FUE$V@`~Q^HGKeA5t=U&|nlE?D&BlCra0Oqmm#i~Xt>abFtVmd>?}R(7Ps%yaf2HQ$ z2&(@?f6XE+)ZpCkf3pJDE7&L4gKGrV3?W(KUPqpLLs|m^129(x<<}@Tb7hlr!56yp zNq@S44a|@fF4TIkE7g<`KZ|`CD&8Zlw5ZRx82Rv7otc@JhQ_TN4n22vu_F$jMD)yx z$*n02bKUd-ItQxl$~a^?_$w!w{Y0AN=;<{8dJcgk<+^bYDB*f99|$aYd}C9FK=d!W zw_Tw?4ikFrfI2e79Cx3HZ&|ZL_18N}*Q|J@^jHhYy7iS2!&(RtRr_5mg=rLu&WvT3 z9Bv=k#Z%B?|DPXBCaQI31&KSHb*@qw*NU6DhWqT$JL98yr{_wRwUvcpo}(3daE zqb2jOmkpwwFRWh!qWJ&$3-@pmKE2uHo)ky9IBoZs!Ab}t%3HTe)xV_9(tDw`&rR@_ znYHpgS0As9oc_&(xpsn$o_waF5|8?(3>@d8E29{8J~x zEC!TWotgulV;v ztQ{&G79X@M22?vB>NeA-cqGbX4_6Z=@sTyx_pxgRHSZ&6FV>l2W2IEOxg_kda&Ucq z|Hy{_GHv3DQwIYlmtesgnXjTxa{g)9sl4k-dSNCFRce8Di4jPdLU6jl$9DwOWk8qg zSl^^=brltcmTzaM3PLr^0o9>=ZF2VE&7@IoP<`%l=_eBgei3nZ7w4T zL_(_^!C4zx)^clQDHY>JQ+U4nkG1kcB&W(I+iQC=ER&P;TgQn#8Ci-Ms)6832Vus`DxyZcC z3k2_`Cs;L_!DvfT-U)DPBoxAq|U{`m3Z|5PMglk(axAE1B(<149d z8q$POD$YI>O$y^_RIbQYiuLPI*;YN=iU|CSpmk0A?e(lt)4?3B6;=6v5yJ{Qy6!wlU33idXxdBN zBJ@V7e2-bIXi@tf3Pe#3tqab1YmGZ`m#jLqIahZ*Da~KhIxn;H)+%;*eu&Wjo|*O? zA-$IQ{eY=jHe0Wcn@FpB>oKCPUhZFkeO-{B9{?PGfVny&X=cD_1h>A^6jJ=-;WCgStIHO^I)c2z%n7X7ra(aZ|I86A(kbUHioZfi#d zrXafRzFC-~BR=C@Di~`+CYLDRU1}&AjT$qrvkR;ka>Z@R@O$I^ouT%7#x1`s@mHDW z6Rtf1SJwv%{QSPM*JK_#(hU9Y!$Oe>4MIT@C&XxA!2I9O`$fJ~(bbWxG;a1MZHUA3 zHl>ysJi$vBSd}+!G9vh=7G#fB~#`w)6pI zAD2gqx<(x$KE!N2SVkPXi+KUL6lb=inLtcJ|)p^x0*o;LMc&AMj4glerH4Oxy*qzgA$sL8mu+)Pd{l1GgNBvyWZ*g(!%I0~ z8JIRL5T$xEFBxi7)a&4P-{<+e-5qw#x8_nx;w&m%S3YF@cM+6S5@m7x;#q&&yD37( zfZ2XT!kwt&7q=wNZ!(^IlT=>$pjY3r>^pN3CR~L@CLJ4hrM@jz;-~n{cJ7D$57fiq zx37fYRd+_tO=W$J;|rsGsU=V+rY`i???SJpCTM?981(=i_6#Pefw&?J4=x;&*=0G~QlfK^>JU;QvYNy zuf0Tzqn#|Ui(wEFtd~xS0XWb&5M3+)j*}bX?u`9Ij7cTI3w!lk-X=cgY(E( z@8G2TqQ<1_wC83(0^vXNKGo5Gci_88M>)T4GTtE~HnU^o1^NZ+NL$OtV(S~#zifor z^`^ubg9|7974#XK`(Jo)U+cSANP|dI&wKU!vV<;%X40ekp7g&a!)Oezq{yBYTy@0A zglE7njYz5Aez{(q z&!X>Stcja2x4QWhqOr|NkKPLN2 zH@fra!F)j_bv?I)EA>f3%ll9*JJBw>8#-HqzWKBEtoJGZJ+pI<@C;Z@(DFY(5k0^! zy*z6{IC6Yt*I?AB9e>Qa=%_b(D$3MkhGclvuj)Gb-QYHZmTN)^xc;qhO!lF zn%?GHHNEGjp3Wi4)oHS+D67>ID_1*fJ5Gx?zao@snr3(`H_(O!!0ruMhH~X@YkI`A zc4)&AWm?Jhy%VsHcw=*n9<>Ezr!wU$y2hX(lO}dBf%P)z-_b)KjqX}aqWr`(o4-zg6FCqTX4rDHkyQ|xeAK{b2f_c+)1xqNvQrP(tn)Vc=|}vEwG&VMfd%` zBTLoW4k~Yr?b@}CjYg1J!o|fs`PSBkHu1zs#1Xi7m9{gmi(xZ>-tzJ2;9&O5YPhZ> z@ZYAqb2IX6j0<-W%GF+%xi@{aJqr7u=G%Y1QIto&cK@5Tx=+`}ID%}_(QtwdI|W0& zDcF@j0XNw1#)f9?k}SL0q>nmufb<2m1cOK1qOC*4S z(-`U|fXv8|R6Vo6G}Gm70QP{g3pT+6FuR3Yt@4@|0TKe*BXJ{uF9J;b9(dvn$@JBu zAl`4d^G0X0gOv1N(JO?NPHcleR`VHu!?PWV!F-dE|{=N-XRrw?XQmdj6zfm+dJpuoJIRUP|og{xEYbWyPvyS%cYX=qh|hThP955 zALisQ=iZ%0jY9eB>cUY~<|MV9Y19MUdT4%keF7v3n+l^~{T76c9t!9{@phGwF?r9% z%JARE;b1#P>JkY7qJ^vLMR2$XLkFfG>F^8Xk+?cjmC+Kzbk+5yS)YeR_|rkf`^MOh zP|O6|KHF9Mps_2S8);~3ng{NBYL+Z*KT1DKv05O`SEG~nDv;T<6*Z-ZrA$lG($>5v z;Oe0vGB*_Xy9C~PHRvi$cX)V6K~7!{g&DFMTZ(3ocHW%U823ueK!+}W^ z5gKa#-$UU3PJFH-JI=mAbTQCw|FVmaUi+;r4?59c@eTe5Xpe@>j$YjImnO3tMvXd~ z6(NfB#7#hji>_EI`QW6}LC)tY<%uxI+n?np4`vQt$eu093AgW-yvSK)^vcI(>>MrH z*Cl>8{fR3^U9qMxi_{JMua0XvmeN)`T!HCfsYz&J;#fIUl6MnJK|{!jd|vCI+pc5G8u%{%9Kuy?hS$EyAsa^Tmq?aspF^WB}Xi;q3P0(RFQbxK{ThCXa zuJ7sef$^NX=b|r%B-yjlu=dHP(_H)C{%X&Vhj(kmb8iLqbPTAdl99`65+3^~q#rAO zp@=qkmOKv6kwNiTE14YKv$zpjb3Ih3gK4DwrKQmemg}K@^bcfj6SrR`sWTd3`@}8# zRSBx;=qQ+xson>CwkCK^meK4L z*=VoAl^OUlyi?MR$rkus#Chdcw|yOM zN*pueRT7jI7w+d|r437+EG|7V-v2n&#TKiu$Zq4a_51fI``-0Yc{_aS=_%&_zPfr0 z#89v8k7S^qw+dq~d>2k>_leP_a2)wKLZ7uPV&YUEFUa*Rw{nO)-U(4lG5f_;DNpm9XeVD0}$EUNV2q zN;}WD9MXAL+P36CwoxbC&Di_3cDhS-|D9jUua8o?b>>$*ThwR{+ z-G&oH$k3u9TaY>gz9_Hb@_lH&t!UC}-M%Vi+`vBUVnfE#18};JG4y&HTXs>ti@GI! z&8;Zyv^jUa;X6e`M>c(pPV;wryIm3NN1r#c>+DH;_$ANCjpdwT@&^Os1yH&Jo9G&M zBh6&aNv?WPH=M7WGNmD;xw)Zo#g%oXW*3;?F4le!^-U3GT_AP z;Mxkyxxlo;#ldm?KMy78*>3Xof(`}od%hpk=O~_MD229@0#<{sBA5&K(4zE<4T;yz z$WhM%WF*+CyKp8Em+#9FB%2Ms(Nl~UY$|2p%o-h&*h{B1Y)HW6`ml*dtMd?J_Yni- zJm*n=t(s+20IM14Ap1+o!WkVcFx5K@k-%TlU&4<#7!Ids~%Yyle72Oc(bW zE4>gcd#U5j3t|Gj?kUwgfyJS)kbLG!)>t!F`AfPKPaE$(E)-hIDJrnbGdu9{VoY@o zkHiczTOwi8U>EnC`>XPL_^eBw_%u4|#qYXD0<4e)N}_JCYrZesrPL*o8f72drmfz4 zEKp0;EBNebXV^#q6`sg+F#Z1{>@CBp>bC!HmF^BE)LY(P=ETRJ!0APp)Y zDk2Cd0@5Yj-6h=((w&n3x$oQi9MA7L=XzYPe8IKWUTe-V#vJkaQuDW}W_&UaD)20p zlW{APO&fVHYxSI`Yb3GuEJ?#eLPzNtYfUt4<3(+$KgpC71ypv7^nI}bAr%#QWLx!1 z@8%<xm+o+{ruqB^ zuXa6wp%SBms095`KA#3R7SxNI9q=!A6MJ~9RCP2PDm$%AC7&*rws-s4i;J|27o?Z$ z9=AvT;(nOF+*oL5?mOjXq@!x)=-blsmRq#911@R_ezJG7f5^KirnCRBh_|4Yd^t~P z7FMkYPp{Ey2Q?FgS9(vV0NUl+^4grREL`m(uNy5Gm#VDEp~^aDeTcqrbS?X{eFV)i zv9Tq4@sGM9JCAzA${P=n-mS=vr<}wZ9i)JWgfxLGAn~TW0&-FP1b^&JrRP4W$`4$G zNYm<<7w>!ziFmG=SczT~F&2~(S-C&`Tu@_5qLbtPxeS1A)V@#r9_sY76B1zjFQhBG5OG53ODtw z+n5>~PR@xhn`w^@cBv-}{X#GT&&8Hi=*Z8?Qs<^YCaHwo&y-?JrbOh%~^o-}w-Zk`JS2}^|#Hluw}lW?FxzZ_y39(`%r zM!Zk4T^A;}Zq2%xcLLFTyz#=H6-DAO+;R6AmOS&@j{b*bR8PTjy6u$`4_kt9xPZ2m z|J+exwNb^mf}K=MRp=d|4|YXtXfd*T8ZuQb+v-Zu&Ryrmu&P7q3wP$H_?cu4-4-%Q zzXZxZFEvO(i;?+cpyYJwJ(G_?a$UiI>!51C)GmMD&~#2htjYG7Ze+Q(qY9hGnz*KV zw?EQ+C^U7z6V|HvcKdie zTK=z=*07vNhQue`oEcdUA!`B&;3>F|W%%IjaNYIlwet+nM*%v(1sxVpeRGJzA6d1x zn{Z!HpBNP#)i6g9|GDwoc8Ri8G;qFiw}%HKG+et9Mhy{Mrh~7xITp6euyoP^>R%Vn zj06a?9IuYG+6#FNMVD%_QRs6Ni+Fgno@Lx*y~UopvDmK8JHdAtixQ5RQN6!TmG;xM z3F*VZ7HI0|{Zt#Zy91^X*>%f*w6wH<{=Go|z-&RsC0RQ=4h&bAx#S-%|1d**AmbrN z$k#4}5k`V8styC!&2cwFp4Z!R8GKdgb}j_2Z8Wt%8#&Y~AF6kD3i2uu!h_ZL0#a{f zr^xN(L{M5#nB++~rg{w#UCnHp$Uks2dYGmgZvW%c22$@cI!X}w)OF_2=MbdLK@jXS zR$v79fuD`rpCk&CT_=fpaBJg=NJGXV60rW*v;9pzsweI+Ev_ZT`rt&w?qf}Xu;EN8 z?6uL%B72-j8Y2bhZsM)0x(DmCig75|nR#JuB%8`p!ZF$^O1XkwH8#r~@4==y(xKxX z{p4g~cW>34m1>cyvYqpxbA_USW9kUMF7liSR+GEnxX0j0KPYgFf&O278sU%e@yJT~ zEB`^zN^mmk2koQ&FOLUIN(ob~#_B9thW^~{Rs?;|Hk}l(t=*3)4hD>?X z_@;ZC@5RVj_nB&(CR7~zKRX1;5>%y=v%yG0cpdE%QFo3N&v4Z|MeA*Cq!tu-An(5) z2#hq#7-QD4eju#Sh= ztPgp47#abYC?v+S#;C7-Mt98V`Yf>;o44~@BN2ymTEF~KXV6qYaMngT$kz8ISa0aN#4>bo&u<<)#?6?~vd#X}?QwrP zRWXZ;jBmt_#&=vvAfE{Q)?T_78Kv+aF+$>AI8ms#Jl&<%o$6s=Qqw5V*^ft9Kh(LW z@r_hCFSEq_oPqwWMf}g(dCXa3 zVr)DBMkbw{4)jB!($bb0KYIsg$l-6w^agpGyhl3T3!_`VR%ykvJ^{RU2(>v~C&_Ui zdj3NjJ0%pzco|B1uT5kBhYrGB#?l z;JX5Y`0)5)5&!3Di0`HGQ)%glg_|45II$g`K)@(se>^D3CAS~3)8uTT!*9vjfL->UD;&V zM}f6PNIUQ=>|owxMPU{W_|Hi^=8;iRQL=X%?GHUrFf^h+d|)7d6;VULT_s&aGSpM z(tNgY;}TAzwJsC+E&o;XHOmu@?);pJs`n=-|3CgzT3TkRyDFLE$w<;cFo{H=yt5to z+*sy(L9~6DP+RPKR-~Ae0;m-H7&^WnqetZOv)Gk`U&1N@zm-kffJ;hRUp?RIvd-Uepi?uy{-{5`{HBR2M(Bgw>>8@;X(Pg7s(3r6QjG;Q%Gzr8TT zN`-`e-?)>HTJpUkn`=lqw||65H8WUEKRw^O^qyI&Q<$#;`hn@K;sMN+H{*USIRrKF zS}ZZls_|`~&;Rhue}-`wPYmZ%qK2?DItR^yt-p>~;&%_{&}3AoHB`A=TH(^v7eTXC z+$M+yo=QrSzl)}W#bm!dU^!_v>6^SAg}-hK8-fb0m*@%(ah(>i7g`7Me9ey$_k0-g zR|EEML;2@A^I=$Rs&ngFV=59vj<5 zx(;Vs@zMD2U)muK%X2<9$|_Cq4d#klV>p_PeDnsj;pn%S0-~$ILKLs#jpMaD+W2yz zUk+J@UgFj04QQ)@Q_yinj=fvrd1%*~c zV}jA9FDwMAC6z|7KwByca1OF=8A#+Bzn*sTO_+?+?+SLy8rH&M%SDrd1c>j3>yo{R zN2GkslF9VEh{rt|k^L+5DyIdZ*DfU(3I;fFytDS9A?NwVV9De+-p!N$SU4b2pmDkY zljieEuwK#@+(mOIK#9#e`g}P-wW-~dWmm8VMI7pco#WUgpvloyrT5k=S@Q~XnqVwA zk^j2)1R*hKFa4zgc~Xh_@;L(0dd5^%|C&eR<>R}K7YHgXnt*>BTDi0VK+z$f=I@@G z^8TBz0^kuKLWNjREo1%TitxGT_2BmQO9o(brSSiAC+vBJK_k8{OZ0TA!$^spiB` zGp6>Df0)O3uJgfVXni~Earb z^jnfWIhf2#_Y?W(e(Jq_WULjT-1CiwZ+ZfGu)g9=@NO>b{iHt03tM~tf%bR!+as#G{GWg7Q}F6awcPGs3*0fdc#feb^=qrg$Zy%9gXnIkXdAGP}dY%WFjZ|16K z zF{A__v5|t6?=>p;=nsn6xtbCKyx1v5PNJ`Mo;FBq))epvi`+9{%T>#aw_92r;YY@+ zOR&7qvP1!FzuzA_g}g5aj+5@4s^njN>*d?|0bjui%<9kpsZdV>A<26}#i7Guh6jRM z;b`%xDW)2IZ9&10q@}?)_uvn4$+a+R)mTT?GPrrqtds9YmHSq*eoL6Syi?33y(43} z(Qy_TSysVx{DJ@V7aKB&J}qB_O__PzBfa}zN`375b`A|@?>AgHh|nWxC?iXsycoov zux?l%$oU>H^>MX5BZEom9Fv0W11pHxw_f(14G7o;9jwjpe?VH%{Q{ zbK_wtg8dOI^9a*&+P$Oz;pXuEU~STca{cP?JHC4t*U~!$ z^U+}4@Ctoxmds(QoJwSF3VG0SpY%xCW&FLQt)ic}Ule;oEw!ZWw3tmo3PT}V2{&nL z>Ol&FvA)z)V4~tANDTV$(6hbj#m9lHC8`qaNoxz}JpDaKHJRw82j0D-A`9@!pu}LdX&C3l2_@oZM(8gNumKDR2 zWE~SmQ~y+STZVOV2q_SWHG&u5^I398nCU5o2N~<)mzoyTz%$I)dny^<e3Y z_c&|N$5#615v>d9i@Lal+ocOTT@9H6uUZ^~{c0%s`6VJJCkA zT$DqMC_;JrJj{emqT??AN7t#1)M>-(X20@~$1&tNwJfph!>3AXuB7)_+1Y8znVM{Q z189D4Wbd9nzL;33sJuNAR#DR$s!zVb!8GR6xQIuSH)9~3c~XtEpqOj}!OJttL7a4+5ePYM<5J5s7G5_7C)zA!s5hFiT;^~4 z&wHm1_XuSvWjJ+aqr7|NEA~;ack9VDng7qO?NdyLA&|4}SnO`}p*U&zNvb+B#KISn z-JxiI@OPjx+BDg#(}kB52_(!G78eO1f^%zYmgeRs=^OyY1Zv2jRNGoa?(6ZX;Bg2X zQ~zwwdll$Ldqn_#RTaRMhlaL+vM!9C9`TOW+rR#u9AMuANQ|Q5kE_db0h_V8g@u5} zn%_-2?CUN=aGF~d8Ue>UbaZ@k)5hCJ#a7~X9!C2HNjyD!A3O~9{^^x8=E)16qVXE1 z-fu^(uhrLoLMwC{^KKIwW31g&OzIFFHsnG-KpqL1RW%>j-Z@IPFvn}=Nh z`v_F6L95;sNT2`-fJgL1Uu9TgW{RG_=z92I9?co_U4gE@bI^ncTKj};#_sC|#Kma= z(gnh@TvJ!@iqYJB1@z7V0N7kbh8zc&YWU0Rc}~Rrcx0(0KJXn2K5VM^2Gzl@A@amf z0gBih+r=t4r511+6UXZnY$_pqGc}|jXf;NU@=F#)TP}Cqs_^iU@l~S_)-^(Cx=lSJ z3ijCg;WgP;H_@h8NTu_Vq`t35N$0LpBsdHFoi&?rozXV_Ap$0%0Oe7)+I#jVJ&+N8s1H?`wz`V=NWPh_bFsKAjDM%iWM@r%ohNhGSFpUiucLzaOB%Xk7zp*}6 z2+P|zrUEi&ZBfu`P#Xjj5X=CDBqHkul`LOwXlMW|U+Wvz&ik@;@9Wvixt4Kb?@-~KBzJMOM;VgXRPo!0PQs1 zE3+I#A011720a`FHE%?O1@8qT6<$n`^#wpv{IDyJc7MdD8L!DU127$S{2ZwOBLhge z<@I26{0T^1hH$)NP(aQ?A?TPGynCqatGNI`9Hu@3gIs@Q+ljc44CRLk4q#w3we zl&*FOrUXL!iRjxkW3Y&A(WMOb^Ti9{oHe{E^Y7`+KU=w;SPr>GL8i4$RL*5_v@4Vo z4YaoWGUrAEu~PJ;&L>8iqVHv^Ga`-O!PTqtMMuZZY&9#}1HYQT&Bw}L<^%g!xS+^? z^b25R;R3=C0M%y@o3!jNcY!fT59QbzuM;r%Ujes^8n5EvFtjoUJ)4h5Cj78AaUN0n~TfiphsY@<%*;aao89Kih(FDK z1U#p|iqI+P(OBrRUAsh0O0*`J4~sX+BdLb=WFX_8z`&*zrG zT=bimnBbrBf)4a~_!`2lo0@l|>JP%hBgq(n+P#2Iw8A;SHI1j>UD6-Dw0BVBe2;B)_=D;M|^@Mf)(a!8O7~B#9 z3QTrSo*&cxw#Z2`43u}CRYetBDXJFT!nsY4`8_z|d41ZaJk`XRAQ%RTdYjj@q2R7i z!YrCJ^BsyJx^xWA@-@&+MZu!rYpQS>Lrn2-VravF)vK`reh_bYGgI z>bGW!A2smv0YtrWBTRaq7jrthluc*=5(s2T7fne8GW`_`=uW-78=!s{{*M~XK)!(y04)Oy`QUNnq)-ePp{dfMk|u43vn zG6kMlGi&P?@;i1zhK<%*9X&mIMP@w!n)G|<5DYQ7gCpc=Cf};tJhLz-C&BH2w~_|c zrwgxut(pdWUj1^Y8z$E1>hki@jMolONCdML%b-oZ&CfVCzhPcUU>in=Nod?22hh#F z0KW|uL))Mk;5Kc=&buxcft;-=_c#j2m($O?#YJvAfF`zL%=6jjcpM;4>0)=!&NZq1 zPK-O?J;?0C>Y8yt!~Wr!YznH!J!;&_B@9Li{}V+}0r1VNjA5|B93to*} zZM78~Fw6>gUKcWpSX+hSTDr2+b4p+W?(BH$l{En-X89zuOO&_5)2I5NcOW>pg*CrA zfU}j)SRxr5iyK(?27b*&(%Tuy$;p9{KK>uw-J77*z;d?s5=e6qT1Qlz{SI?iEsX;F z55P;%NBc#gNwb6ERBwI1{NoHuBf@+sL#zp8{}B_kd8ks-{7l*7m+ny?7(lyNE_2Lq z$hYZY@g&~oK1+t@4<1|lgA9j~J@q_OET}s#oU~2La=w>cl26&u{e5!ZEj<`f4p{lR zzP=8m3&1Qa(0wHDcyVJ70NGMh8Qx7Fu)A;XA02HCruPBsHwC7S!E)XM6hy$$iyD*5 z7CB&KU;xZQ3XlDP$DDW|Ndk!BM9y{RQ@eN9HaA5bm)b#9if*>{`sy6Hp7he@mDD4s zqYR|Hyu5Vr`AdNU64;e}y}fqbavy)^o1Wp2;3lN^!>#VgzS6o``4JCc!I873u@h2R zX@wh^2=aNG2{#)`5nH_N^4l71=f0MyQN=lT0!zPqXAn(sFJbbj)Oh445}oGqpe8zH zxv@Vl`M|Z+9lmm3MePM_HDFSMO(?ld+CeP3 z=jB;PE6(y0xM5%v;nSeRhSU$Na6ajAKfy^_NmFJ{Iui%O*C6gYs#r;)1}cD_82MN3 zlI1Hp*f=;Kytx2_qM%vSc`d+xs=x@Sv5qYAlSheFFEqEcO^%H@@66Cpzqn!c^^JkWVMcA%B^+`824n3tHLe4j$W(rP71gmKGdwHH@T0^zp zB+tiFt-zXwafgTkSMLOgEa@4uV`?y&w>0lbM2ajC; zkLACc^NJ=H1Wh&P+g15B#}lAP6{IZ$SSct^+OKv@rI81w__{d$gOLRr26J{; zt{{!QIT=vIoI~A?Al>RgsIvO#-X2~K_X*-uvMv^ADG5vA^S{kgoid~AFxnoiP(PXd zv~QAVhs5(pnPZ~8{r^O%@&$EZx&zR!#ViL>fq3bsk00;o+`4tkE;hGHWEECi5Aao9 zN9)1bw?$kxK?Jh*_%e*XzHCv$5X}CAFxy*+f>hnv`4A=V)YQ}zkaIz_>rm%=38rGf zX{A8o>J-MucjQ3*O6TL-x8K1o00KvI9{|+H3Q#UVOP;&3=ajVN(LWioeWfCq6tl8n zwdF!?oPb%Q4HN#dj0P!CZ+)6rZ;c5#4Vd=Sa18EI8pue>A)O)t*@F?)VWvgyuB~U^ zuB?5AK!vsoWI1YFU~s3><}(@7G}18EY$feWDX&g!LFJ$(zHVb`#8Uc7uM& zh|J72&@KxKe|t9Gb!Bs*lte^aepeUZ2vcT1dj%%J&yGe70F@D{gvuRV5YkW zOu>cU^@$(U_tXd=<4|S-Xy~Tyva)6a+T$=8%Jr|6&j1zy%}yJm7yX5bhURm=Rpuhy z0-zB9H(z7kM|-L4PN1M?Ae}}r6*|VG3&sTB^}{jmO-Z}N7MWq%J<;obU71f=nwE#t z@N1}0br$Y|Cj7ca51oLYgfsCBnE~Caa-D>ac`ZF_A__SZZybE=BmmK1q_DRCCb>^U zc!90M(6~-3Oj45PrZb%-P)vQ5EOrsW?^?valAum!KPAjJrtAZqmww_F;vZg=mmR*UUX53igg_7+6Lm5j0R*P5D3fUubc zf^$H<J7C5=cKWjRRNMqWBu!O+LtdkM6!Xx1FeAF6ktX^qL0>OYn9TQVQbi-*oN9@ zTUc0FS+QKbuCq*1qZSx@QXN01g+?9O_DoI=%a1A&gHj*9``CXv9cXfziHyCbwkdx^ z-_hIK8mVGq!{&=oIPZP>qcFmK0t6fp01qD-$-%~EvmG+3I@;Ns^_AD8WR z!S|f!^`ZQ*rA8^p0jqjMDMBs_`R&YY^}knVsp`Y5hpb%i+DO<+scb*S#)e*dBbrQy z`N-a`A86gnzNIWNPAWFV{Bgcr{<>GV;ekj$BQ^afMp|N(Z&86RebWiA87m&44a~RM z-2n{yK7`J5MU8TbL)Iy61d|3qmSXP$pii%h+-P@|)W#PL+*~fphX@G?F@ZYTLuaMJ zi^4l!%9#QR=CJ*wM+3@P-w?_YV9^oY3Q~m8prT5eamO9XOFqlL`zEO)^=aqffry*T zcw7)M;XcDb?@3eJv#^7oGa@@ZJ}X@wCsW=D8}8f)2*XT^BJN&f$O&I{)t>nr=%{82 z5k$N;aVKkqeKZ)bRAVCtl(_k!(P)&ut{&#@ zr>xJytzI6h(CU007si@8r#6qQY&f%XT=C`8?~C0|GC+*5O3Zufn_1cEUqS6@;4c?j zlorPT*3fmwABe{2_jQu!^-dGN6}LB^y1Vkj=vXEWwlUn0ve{QR&vEKtaH_P|!fF{e z{>>9@UKVg{c7@xrY4Sa;bk{L`OB~Fae&Lx{L{`6Z#K#w9VZp|TG(w-5F5iCI=I`+M z$rD_B2<*0g%YECxGVoePMn_f1J4k<=M}xf$V#gQ0K_dkg{qza(+gotT_gANjQNUL` zlAscDy!%o{S65f$67!ju?@3KfO@Dim$Im#xEnw3uxN(k%k^)iK?xmidUVjuaU2TPL1ck5V5%Xx;fQB+i@6&%pNaDWsBDMle0X)xyrB(XY`z{t+kl+l(W z{yIyRFuo{&K;F9-{Cf$rd5ZWoySNEQf^=g7>wWk72eb80bJ0* z%$e&sP9CnQu6 zm4zdy49OSwa|RSr5dz(ls-=y!^PuqA9Xzi|6+yEtk7Bw-K6nEOMEc-ju?98sVaGUg zoDhTW+MMhjZRn_w{+4^s!HP26ZYAo_k~FVs&|xkC=(Pm9@mA;0Pe&jhpR#OD0fG@3 zjhk=$akAl)@7yULCmUPpMRfQNt4pG+w!l1z#%uA_Ggx*1tiE4R$Pt)5ogIxr47i6K z!R6DGSz;Cnfr2FxY!0$=(*S}5B8Pc*hoP}|7@oZ<*{q*~;Xsu#2K>8v>fqq;@L>ZG zl-BoHjuDt~mtrCv86IBy{BDPG_n@I-2ysdDtiJE|3JFAz%FWdD-stq2Anqu1T0f)- z!!BQx6)#Q8ME2qkmvx9& zfR4e|x9Ew$>mPT|va#PSl`OOOjAg?|xFCx(qtKGC4@Xq>_5A44rxv}}A$1?+dg)<8 z+9aYwPw#g~U-%m&z!5UawW-xIBNh`H5x#S_qtLyZ5RqOGcS}>{NGxEvQ&^W=g)vU) z`#F2v#(!o(U0vdAc=UW>W_4rK!`=O(>80>{ShQ?00KqsHg5CTDnhXK*6VI>r{MH_a z6{q)wtZMMw{!ox|=92K>Xd}ay#t(fa`Dg?2;hlg5Yf&*XW66r&&~{wj(f6CN`XR%V zAE81zjUV<9R=4l&jC{}?;a9g*#TGp!a!pM<+OYaW>QM2P-AL&3cExUh&e(2=WJ-5` z{2bSYw3FLi8~mQ|j?A1Kd!>vgx%zt6;AX@5*2!lsKk~u-#{U>O_NW-TyTOG1l3)zT3H4vWX~I7oOMJbIvbauxPm@m0XH<~0 z49uM=37&|ZDxiYFQoN3S`kq6RS9psv z^2mnm@cQ%$HX2D!c9V~9ZA=bRj-V10l8Ej=gq^H&oD@BkYgJiPnAE5S>x_$wuZgz& z9-TwuM5^&-gmDBnjK7dkQii<+0J&HYRGr0W=nH|fh#12?(gdKb2xK=AASnd0uV5VA zO;k(_c!CK_)YIHH>PsNgj${vk=DhuI#-s=7gs)o8{CLY3>4?LZKpGa{xM_ekw^gro ze$CI#&DXJmV%nMc`E8Rgfzr+)5L3dXe4%b?Z4F$mcC>6zuEc~F-WEX@))E|fMJ35F zleRt#;Bz2HY`*AvYC&*I ziDJ45o`YA&-wTOw#Eh$9cTHhpWvTl9HBT$k3@fj#e;AJQiwIoN<4u!uxkWF^sEeZj z-=rr|1dKK0S+D{}ByQrm4Rs+YNQ#e=;B>4|Tk4!8b#!u}Mi8@$?z{8B!*Nt-2$DIjN< z{P^Z9L!GY^*c-a2E(}5pVx`XV6}?E_M?{I*n*7MGIwSJE@txdMKW)=uKR4Lxt^PhH z)QXe08#10l^x6&E$L(?V1W%@e$6J;--Q;y%1Co6h@+t}~YtS*jx$+eVSyZ31X?;%x z6&Js=!OuWIWNl?7)Zp30B@IDC{x0Zwl!>4^0;L*>lPM`;oof&9d9VQ+gI`ig>&;o$@5|B^@xsQ3IfW`+7Jb%y%r_|L5RKm z4p>PGufU`t7l1`wU!BygzKF8?eotZn^{?kkfe+uvP*ZdwQGWVjuCCyOW|tO=qbB0< zunWqH{+uOV)ipFM@s1AaFxnTJTU*bokGI$1+7HG%*s=*;b6))1jiC?&Fl5YJJS*<8 zF{}^~Ommy?={w!HeK}0owo0obf#S7!;@a&|$g7)n2Hidp?NT%$F0KNw`@vyN?AOw} zKnwy9gYi980C~x+S4XT1Vq#*T{qv-m$JcoEoOeVtd5BNiFjTcvDvO9AxH%r%yC6R8UZGj(stb)6T}G8k~IrpcpXe15qA+ z2JOJSSx_p-jB&vM!5+~x#Xjum9SM4Hoi*9#-YmHlpFK|Xbw~wqOuhRVn;Lz+bI?UV z+iB^T&E__ae-WKC`%*hjkKE9r>&-11GUj8u+_yr@` zXp0bOd;4&GAC`OcugFZ^u!@XR1YLxIt9^6cc6X$LiG>9KYvP4nSg_Gv_Q9b(q=bZT zK7XEFH<{1PEG`BJwnLE3UK=lB>>L8gi;K(4z1R?fT+7KHrP2u}KnG?9*bT63#KC$g zGVeoHTduwjcOmSWz38(B0a*@Y&i7*LE=&hf<$&2?W@57VG}9;!%5$e@XY0!uVET?p z1?g7-*9pNE)u+`SCFuXx1FlAW?e9?PxED5!3#TYRgVUmDC1tq$Y$x_^tq;HVrkLa< zM?g+ONB`pW(#|Td5W?BjzJA^fby2z=w$GO=7Q3U5s2c8zG#o1Q+cn%?c-^@W&){A2 zjpV(_{eVB;z#I8AWZt6G24sw2O5RC+SHJwO&u0M=?(}@pWd`Bfs>KQbP}9?wAQ2#W z{viJ$iICfN!aPT|dnFjy`=PQM8N%6WU0YsWzV#Mby$p;1fX>{~X)dDzsj$*8fm_wE zDLW-U^Vi|w{SvyPzz&178mRZ4OC}d2CpQ$_64F;4!+8G%G-rI7!UHO+aDT_cwe-)l z621^vN0k`ssqCG9ZIw`X3VH>u6*ip&@j_{R1HpIzELObLY$!1%Ytj&H(jbWBI%r8u z(G!m}>LgBBYT`^uFGaNK>(y!6*L(s!U)$$HvY~|8Y9VncbA=ny_UDhTSDKH09PWRg z_&{!&J|*`bi{n9steo6Fa&!#LL4p{!3&`Uv zQfmW2cp$I{q}${lKW-AjNT(XsJ6%Lu>G;>$NuDJljkwbhe8_{i!oYOLgXO_}+NM!;2uL^pAlxia84?s0 zrWNV;Q;tQf&w>X{87|37{xZdL<99)s(%QQ*l3T3gLPF%NkR1`O5aX^;@;=X_= z*}&_gqD_4B;rj7@kA0M`Zxi*hthNSs^h!BmYp?2Qb^fa_#pV9?;~)T9PjeGZ@lK^=l_(=; z5YGEfvQrIDvMQ*Gr*anh*F}?azOUQ3f8FqZlUDV0c0Zi9gu~>`!=LR|F1r??Z_0eW z`U$!ojb`5qR*O*BkL-04bNthR6IG+7Fc?meQBeU-cm#2fF*g`%ISd0k2p<>`@EJkK z=Yl{8x~!Ad;`(IS8men*mit{_0a`o(R2(vF210vKqq9Hvp57wgQ`jZ6aR4=N&_>Zr zzW2cA73kGjHAaTLMMX|P4yc!MRVDWpN)2>*W#xIOk}KHXFU^Kh-~_5XHRjVOsuH~4 zffdBhf8zZv6rcNFRwyIUzCI~ag`Nr`^%CkTl86PL8)WVxP(pujWk4-YDVIN#XLqvjamXu=I~!Yx;2C zTlKU|dNh)%m@RT$_P4kE+nswftYs7zlcp~NT_gLc^8T3_UvM~)01?ajaQ5`{G_qNU z{)M<>*{K0bOlw=)&UjH9s5%X2sevqxj6wa{HZA-5;~5|v3l(;5@9M%KX#NS5r1wBP z2$#d zOu6MDrkc7@>UW9dT8E|2Ux~3^dHF1I#BGpWkP7SE{Jy`uNQeAn=CW>FbP{=5r6N5} zrQ^Y5{i%jtAbbo%=eBvIVx;~!Vd279i2(=M%43rV#~2S?yg%&-PVdvR2?yeE)O6E? zFQDoKW~%SgvT|_9kTg`_^es+HawoLzjR7?-Z!y}itYCv*UK$b>!}PRaJ@bX9C|6`U z&2IG+Q|xzt?9jbxAa*5d*^;Shpm;8IcFV`_ZsXm5x!-fzj-`xDbQbP8$2$-MRNqoI zsU>5}>bVSz^1}cH*jzm%3=tflX_0XwEiY044&^M(8nIwq*9porjWk!DorZ)vniREW z+-V{dX}D{?x8hIn%z&ep!`^UtUHIrL4CRkCj_UVsuYdj`Qbq5E)-6mu4F4jn4m4gE z_JKU$-5g4_shHSVAu^OPvJ0a88K}k!N7d0BRm<*!&3DjfaK(v% z6F=tFgMV$kx|Ex_#7lVKVC5(|9*`n7XtYR(ST|Kok7O5I$4eS1c+P_AgJGGjNn|e# z)5&SJRjZpX&RI#Sy-a<>o1Zo$;Q<7U6d=qoFb>5=E@fvnN}bvXL}d_`X!#E@d^2w^gW z#^9DttG|vPVsm`r_0)M2NF5;nYPJBP@;H&hwwX(NnxVkdg*|#aW;>ue%8lW*E;YA% zO!RHM5**qcgm0d~(D820615r=+{~}D9 zM^P&3SS_}g5+=2uekK3)<5eHSBB->f#v-MK=#Q(XlFBsYgwxe6Q)uUGu=J(w%<-v5 z%ujG-$eN$i$Dy-hE66FRXqusQ_Di@nN4bz{<#K1W-k;LH-y&ucX@A=JVlFVCyz#C4 z1;pL475U>%c@X?ay0d>t+Nxz^z8<5%leF$rBk zS&{WgvTCBZldAe8Bwpz!al&4bJ#J?|p@{$Rj-yEp!#Zm3~W+>yi#NuLU>tv#S4}8pv#WtZ3+_R25PQ@(lA8Qa<@aBaYIgylu zw>W8UL(JsV)FhFqr06&)5F<9f^C$V2fpcGkQJb^9mQpa| zD245(=>;+Jsk3$YVHciGNX7BZSuDgVEX+C7=H?I?4-dCL{fs9mi-L#V<0ntaI{Vvh zV)coHW8`vog1s_c85X5cSBt_|8;C{4!-RRHX+dUhFaHdLASI^{l zqS|a@hx@UA(=6B3&0W}m?*lh)~)a>MQ0+a><9NoJBUs`M~OS#jqZ5v zc=wZJk;GKe{a!iVA^kBHCtlZ@RoHdVi`9$A0@>D|-m~zDR8b*+sV{B0Z1d9rho&lqZmO98{$5Q#@qZD` z1_%U5{9aShac9wXkF3awhonpybj483>w>pb>J?)7x!=Q9lIG6XY#`X@=8{Y3Oku%i z${+Z-HWl%GY|y_}h~JBS`*7M9}>s zYDhk#0?o2cvfXOzn%0J@Bk2o|t}XaG5ACLHfjbuWkW-tgZ@QkW#0iU0v8xW11*Lu{ z?Cu{K!|F{QX>~Ly5q9sik4vfU60lB-z>fKLlzI1m+^apRnC(0;9)xt3=5tfnV_anX zn*K%7*;csPqvFVsq#FA`1YhcP=S%l&GKPC_cS%K;yLkKMQ!K!l?3@?!!9&bayC7IL zdM%%~Yv-VGpS=Usva1#?|JM!Mq7bAxR8r{Ktq5--n@_iBQ5q^Vtc4ucllN|?2vsVQ zET*uB89Aofa0O$}gv<#s=Uaz&<{c87_UuL^&XHOTGB_Oud^$Bae^&-y*5k;@v{Pjo zcBB0}j~zWO<=b2~7x6C>U_$PjYAQ`;vTQT>waXtw0lTyfuAVNunuw)lS3%{9W9zB= z-yLQpNF645%ib3Elzc0ikR>>l$y1FTEqi4Cm_Nj zrpq%db4IdablqzBGC0y)*ypv#sDt95Hm^Rdvf0H5Noss|88(fiKggTP$*l1DDNFF* zZ#PtNiRsl#4q28O@gNkDoMS7UYtJAJwA;~$6`zP`;;ov^5vo31R~p?=TCuuoYBfmh z{z_RzeUdm%Z;h_|!rgp96CNGo@YCXB%^aG>-o-RUsq|01a=Kj0N3d{Gz%@4_Gl&FR6-w0yu?2Q;C1k5SRGdSLVdhjPDjwva;_o z@F6xswNu!$t+Dzt5ELdo6I24dT+U&MKNKT#G%%hyl5>v7Zc;>ht(hr+oY(aA*L(kc z!9I~EnRunHk(F17{gSf@1a^+h*{yRE6eDhYEDKvE4aY%8MZwQMTRpEH4#rvz)++2* zvcO)&Vc^>Z$GMz5A(pBEy*I!5dxHuizxrqQQma3wG~@iZKwfI7@zvmw{sLa6>NkrO zk$)ngCAc@vAAu}G8rIe=uWaQ9PIy!D0hj`U_c8dRP|AF}LvYLdT-F_~j_%w&edXgJBHCDD3ZG(y*bKAe)=0xi1p)8(Zn-20p17-tUAQnbci- z@CS)Jv|}2IdGS>)Tj^6gv@jHvPg^b!vTX5=={(TZ;jCLJn-9+BRLt4INza-2;Iq(x zsABs6u<*Tn$u$;3KXh@H*ASOXsMnz#(dRc1rG^`?LC!)@C!mi>u=0j+wN{J$doT(u zgLp0Y`Qv*ivs!%T*@vKN7JH@R0KIUM#Fjwy+oq8@qo~gu@%4%+mYD?T47A7Z_=R1) z{e4vVKd(8#TC(a##+OWV`TU0E&-2a1W84oJ;WfCR9-0=R``I*Vm#<{>0xqFm5 zBZOsNeY;`Mv|eeGRk3|km!a{P6I-N#agiB&eEDIawda#{*V;0rburT+bWqn|7n8_a zV`7dC4VGgb#818mKu06fBt{Ad7gq)y)|ilTV!MB}jHXv@1H4-m1za z&%IZpC^nD$TZ8YQ6`9lgKOF|Aq=+(0VkSApJWX4mYSMn;pxO0UGMF9d-8xb5=F-VW zA!t*w;dZ9lX49LUKs?pRFb(lFc*Td7T3gF%o@Dc|O(_c?Hzu2|C!!Z1U7Rpg?7bt4 zJI=WO?s@-F7xnK!voXTt6xC5sIq)`7&kggOY;#I~hI?w9i_|;%OpzBxU%oyB7TYBz=xe)M;;?ei51L;_N ziZlEYmEN8Qk($MCVz_KfHc-+PA@eP3JBaM8lX&OQ60b$Z=@1$H0AF_X;d}qyD*v5- zT3=oGvGV=!*?U#yM$vVB%k67@Hhb3CWvzf+1tokZQaCw^Leg2(jlPvR(Ul2KAky&3 zLMfBQ&bo-<@p8Y=3n-=7yiyZt*4O8so+ZL)qqh!7xJXPK#~du2P&gOI(7h!s=+$cN{R zl)E4fWdq&RLkUj2DK|#f^@1%UqKy!t--)FC^9SO$xOuU%L?`BuVkFTFLEv46f@JxF zQq8GrT8~G$>;!eb=+x?C!kM{5-@3O5*nKifZ@kQSlgO6&5#IXa0OR+W{;;>zx}+NT zRFB^|?;qO`Mi4}5GMJg>t_$J)kB^LWYg%*20*(G^`sh%ObNY47OzRV~0Z;H#`Nu99 zy#&Q`UYE{f+sN0GDM|EvA4;ukTy<{oJuecXUN@k3PA)wpO8k>}XYsGuZL1$;Q&~1FG z&`W0gHZ2eEun8>0q}OMeBwCE+v*SEAg0f8;?j(Xg~BBf%fgnf)VF zsKamU{+|O-lQ+1ZeFS6k+{2QdxCairl#q;kkm{-qT4>E=Dm(bnsW(&S8&U-US9SG> zG%ZtHzi|z6xOr`-zxs$lUqC=&ae2IOxGKz{H{^}Q@!Cc|*nJ2cY?;ovm?lUc;3C#8 zwU){L>mmQ6V^Z=xM-mTM8$C1}uVpj^f0>iD{OAK2sv^G)3v#ak9yt@)P16mR-8u8d7SOL4&TfROihmJ0MpIuSA55;fLtE_<|X_JQGNc| ze68a8R@}w-QVKQ;p4zSX`Z!wJFJV3*qF;;jeX*1|$DaRAc+ro78??(a@-AYupEPK+ zF=C;*6np9}Zk2Zx_fH|WYi9D)`zl9mGSW4rcP-4= z%%G5-ulmThClK?_1IFyxQNd{2tU{Z)XX|9u`qZ&DVQPb8j7k|#CyTK*%shp~s1p%C zg;$^@*i%n7?w|P~6A(SH>SbsFK`NnuapDP-^O5sg{E^h$l^j((O2E{chUsi{Pdv~>YW33LwK>H| z`80}y&+CB=Q61oq-?Jb+LUC=9?t!f&Pwn83R;h`bJU3HSB))B^)^i``re`#~HGSsr z^_ol~dN{k#`>wmE*P$YrtmZgA#mCB7fgW%hu3O!tNIA9Q;)jEU%wfSy%<0wcS1mba zSP2||0ntAs#X1#LBbdp&EF&0elQJayl7B-Oj_2wHe)b#Z9+)Yl>ir180X|d|d@H9$ z7z$s5R7QYjSg@tbqgYG*sisPi>hvyW6qL>{HY~Kqcu(JY2+izyawJa5K-iunUDOX=5&aeD0sdL*ny0Yt z_zZSqTmpjh{u#RKfTwU$JLHk*)C={;%*%a)fjHIT+p)=o!9fx3cGMXnY*b> z{3BnH`nu+z-F|!Trm(U}u}fl*X47$*;$A(x=uKSjyjt|nTPCu@{Bt!Wv{r+^J@Pir z`WTUl&2>+R{(jP~|9H|B(=Z=KyFGcM?9Ty4(mS4>f$!$^cc>gy7FS;EkmEp@>c8;P zwh`sfi>qU1EDCXOq(fX&P-DfitC>Sv!tYOX5mlEz`sm{vR?XEiv|14qL$?vjr!q;W zbEI&>@p#+it%_=4O5ihJe_RsqguR3d&JqwKJPwUuItP{V0Pp_rGvXFKE1}@(_{;%s z-ns!gDcW1{Rj1r$8~DUoZ`YJ&+?Sqi8XwxrMCDKhYRF+pD_OX!FJJz6;mit>p@{Kv!2oD zN-NCP5sIK)GJx)hyR8b6dwgj0&!uq{+`$Cg+yPetcn2a!&_zOvR@HcIta7dmRX8Rz z@^YRj*T2YyCql`~lgrQtHUNnZrBEP}h}1G$32A#peosX8f2=h#;l3Y6E#+sArN{53 zU!gh^Kd+P6q4+SCzU5RZ;F0W#xrzakOkcr(Str(*4tQ=?`yS&vnno&X_Yc{zubweA$Qj9sl_jB@W7 zo!Y~}4)^aMoBxgfXiN~Wx;_F3P~ z<;SKGu_mI)fFZm`%E}b-u z2wIs2o8JWUm#;fx=OLB)3O?@oZ$8LXDyAuaJZl@j|L6Ti)dVZ@EXAnMNPL8=e23Qb z{)Pko1*MTlMX_hccBYMcsQnQmE;zZWzwKG^5)bqFqe1rTF=xkH)W}*Wf`+f+^>{v0 z=GlJrO^kbKxi}_pRf4|pI^FMnmLm%6dL*)3BsDETbYv=3ag}${B;9`bCWov*vvAM+ z%shFqoIQkf>A@@Mbv=`YX+urY4U#!==q(QUrzHPT~->RSki|Ej8Z2pjZ0(o{%a7tMOaycgT0kd{Zlj9`VJAvQQ ziC;_LPH;Jm@c{4c)?h)e1mvb+GK(f}i<(OjmurOK03QjQ1KuoP#aOxf z7DxKzlk`^p&kBq$uOF%$20wx^-XxSitOMsmq?)9`fR>CQgyBqd<-y3=<8b6SL7D;d z64BkCxA-$e8m(HeKQ(l>T_bONj7z*x<6q$}Z4Kh3+ZLy4A=PXE^ zT%%*m_17wUv|9V#(U;3u=9JF+J2=$L{XZT7FSRy1gzN)kk>WFf&blEaIQe*>Ji3b~ z$sn1wsPMRC)bazr{-(E&R>)Hw7RVb9L@WCMxmlq!u_p8D7FK6>=P@iqs}-BpyqaB! ze2jli73%H#wK1(C&YAfo*@5!>YgzFWe{cW8e{BDXKt!v~BZ=X5sdd^7n~`S(RlX`1 zQ6K4eKXYeJvaAw3Xq#SdN^Z7`Eg>w2<_+ao>T;-YHg=lIok6jxb#)#9Bs`OVTGV}de7^KS>Fn?N-TarsGD~7WP7=Nb%85 z8^i9!S0i`h&b`KRu-}+|E{*a>y@EHFTN*k_xmU61iNA8xb+ie5oip^h8HW1j2-L9- zli}Fer`djJNjck7ndf*!;oc{!0C{+dX1qgVeJ z0Pz;JQk|w~bNuLfvB13)4u!PrELZE*2z;yN&f%>7p-My7y`njoFL;w;KuPz{LL-Mm z6!3uvn_M!weL5y>&63U7dmzgl?NVoqc2kXY(^Mth-gyim&VExqOlEh3e{|2Gn=e9x zrLy{r1XJ7gvXVlADj1x(mcfYLW_FBR6>b_!*POf5bp(G~z;0uxYcLdk1Y&f&nd+zZ z{}Jp%&R%1TPHXVo$_}FiYen~i2owz_zq}t=WR>Yjv zy}?#K3NtR2`l+}yWRLPo-Hjk--$P-;Yw($7zqy@WEZx#sa}IiW8GGuPt{JRSBC+rF z2-+WifBqzF(@ewrHIuQ2Phb)B__upQiDCWm(x}wkI=zq@(}m~lQcN`-L7R%vQY4bP zPVbYQgYpr|D*Y!O5g(8n%4RJ&3v1m+A0ANf^VwL;v_@Q6f_|dwFz|Bi-BIGfcMl)= z#FqyC@i>24^iB5E#XH5F1{EFzc&iw`)1Gqub)V?Xs@^?@HX@EK(PQqxggsJjJ)HlX zfKqV){2ru(TqV3-y=hUXnb>H2bgBQTqQ<(Z*pBnf?V%}uu5R|N<$1@Jg0+BXFR>_P zv#4#nKYpq_^)6&hdETMiYFQvK$!-+Q*09!7d%ynE0qbiCLkPAnHo?2$_M(a~DwJUU zBGVM5qhcJpPw;x!MV9*f*U)Y$My=M0DvpASShGi5LP^d1(J%Q5Yy!Tm5trAAyqA>T z@{c(KQJzj+voG`ey+5tG{9bUOD4~RtiL+?uTP3||)Ygnj{R$ye(_P9I4ij6`O2H(ZVBhV_( zMWHW?W5wvU_<<))k5N4KV2Hm$`;Vngv`Y#!qxUz%_o20}s+}KCBG1e$+IhQfO)J@& z_jYpbQQd%&*>n!`}4oEIVyxA0^ zg0K!-gp-NQ9y`;1Bj)$D@l?+6UkAH2fBtw)my~|?iyslI8Z1vE;mlo^BgJ-c9nL?8 zOi*IY^hlpFuF?q227&TnyPa3|a%bCMCmN(aWs6T6R>?G)^&dH$bt;GkMGeY=Bm*F{PuZVCr2SF_marU8S)rvkW za}Ofm*>7@X_s|)xutBdLmrc-;V!hB1wMlt7+x7IiwIJ!QL@-aK6(pK-qgcM4ox73wV5E!+UM+-`c7ib4Aic8n)Dluwpy#XR%^ckrOoR& z?fw$Ma$~TutL&^m>ztqUa*0Cjuj=|7;Ti?eV`F;Dh+DeCGgXTHrY}rRvYi36>`q(J=E&06tzWtt=WPOfqiZ39Vo6E=3%_x-RSd=sR(6MiWKWSP&$71 z$2b1#+^|h$M15&CT9t4(z`oaK zBnPXO??u(Xe(i87AuIfg8M{`6ScT5=nfA`o(!y^O2m3C@Nz#oNI>sEh!!MB|k;L-E zsN&-62dNq+2H0dBH{JXHPq2DC1w-KuC1y_kIa!3;2($xB=ITVaqEYt8Q9pY<2W65c zN{|b4=aFMcn0EU-Jm553BlV>r(R0O*PX}2;xkw<|-NcvNPd-*Shh=|#vDo@SwMin< zuhv1*#hvC+j}IaBY(>MjLVhLVOB-K>meL9n9-nv4mhn&`yub+0 z0XKQGvQ#)ru;6uU*_U|o?+rpxu~B2aQ)z=5M@CT;m1?r;pR4;A`6Gu<+Wjwhd6^WR z##&0Kf3}-_sR=2rW8Vwxj4@m0YJ+GHGFPO$Wuuz)vZcPV}raPdT3n$4>VduQItI{`^fA zps_XLu^RH{Pm01s`6DBOajNe^7{45&Ut-&(6$U>$z=WI%_ORK5+G9XYF*1>$G($hM z+2^dO35CHklA+7ZaM7 zlGHyzN{2d!+Ag$v{zt{7;0g7|S2T0tl7!l=hbJU?HdH7 zqw<|cY2Rh<|FktumC2;nljPJbvZel5q~R~-nwg^~yRn#y^P#hUzO@S-=9Bu)&{4wO zj>be&OR~*CR8-Q;)P?TMPlyQ)Rwjq5Vm1DMwf+&a&{$%^2Y5WUMQ{VUpD!5m9ehG3 z#ohWqxt7z-vqyFxh+R|OmLE_TC_Xm__6%Yip!{}Rf5jZ0dhSP&FOzMC|J%lR{D@xF zy@W}xgjai^wOLwf!7zyhk#nn(*TzsxRn1PbP_eDni5uKub8U(vfPww-O*mr;{lA)T z%pH73$pH+bYOGWenlWsgT3pd?&srf?NYwAvp89bUQd3uAID0DPrm;%mC5G9&rK=fq zeFv$WY__eOrdoO?5$0CJwdqJ502NH;hn2`vpc!^)O_zlyMv8G7@2?Av(_=)5+1==U zx}rC`YbZj?aO)>u|S+|k1 z;ny~#8|v#V(3Gjivj#jg0ySBaHTU3+^abR`qnot+nBVGO%13g|3RGa+uQdbX2LY|K zh}Si`v(D{Wjsa2gOLHsnNdd^n)g6jAFP9mJD10NVLjn&tD+WtghhQ3%(u8Yk#P^jD z%ia$>lKpc)WNbwM0efWJ^l@{N?R!tG|#Lg_Gnqaw^F0W+R>R`-ABE28=5m9z9C1+HqOkE!8f9ml> z#B1xhe@pwWtzb(0P@+c-m8dtQB0T4;VxN763uD6kyYa#h^#od@faZuWnwW^^YXv9V zx9tXszqcz0WDoH9tK>5a%3csgXqT?(*JnWNxzO`fYR8D2AP2{3aw*NId0rYgaq|!m4 zziBuEq5XrS6#H1j9NF7Yt=_(YN9q}?Z^$gr{?iVuKqF%K{;fRj3-_(9m?lSXK3wkc z)>3crPd2YM1#jT_g?Xa{ips(igv&+D_srC1U<0x z*Q{DWYpbg>2e9czRBOY7O(~$wm6nFiEiMIuu9Uft(_YcwJ$gE(8H4km8s+~kKxngz zgo%`lleo6w-GMaGHDYv449yQ9AZt+3@o~nPEeMC?*h}aaos#igP|^SN4EVNAxrU_@ z{Ie6b@R<P|WF9FHynR95!K zbpe}9tIpG;PoBzg`vLZrOQh=X<_j4Xn1%U^t3&;()j(_mmwbtwn)MI=H=Gi01xjHIRYDE6RtA(q5Z*oy&d7kc=2UO3NUUgRq z9MRfVWJOIiOH#=7dgdLv1YoyiM#a$pWmC2+l@^1?c6+8Oo;$|k1YiVkBrK7@s zufM&21i+~*>Rv{>MMb=Ovm*6dsCn<{Btu3UqY4 z{$FMIf7f2dvTI6mFd_XNqYm#tTFWg#*RK_`wq($+1--X4r0HsLNzula8~oX6!LUaq zA43i@vU zG5RHzGH?B&v=N|!n|ulnHc!C?Sja({@E=Kxvv98;?x@QvR!xPxX07km2}Lc7Y;~5F zz6GQNL@*|5zeujEEc$z^D-A0Ip959i z$2GSx%7WI0q&iW4NVHvQ@)Z}SP>%2d)aePic9sNEXBt1oezE;>^k%5}x|17;tg(JN z%x?cXt|OtWEoiNTIA6@>8ZGF*w);d^E+7>fr5BflbPlg?b;LvJYp$(74qENrk**P>4Cw=(sk9BY$j&MzoXRk)? zKUMl)K|s^I)$TR@gTdk9<>lqCx%8YH%exL*Y`o0OfF$c*<@=kdG&?&R;;XOUA$~N{ z(-RUI2|FSsAZQ$9;^YhsLTjbU)hZXGvRt;1Y8-j-n3$KF8;N+Wq=a8y7n=Sx+lnt{ zXUEc-Sbu&YdjzlqwPEI<@&Z$IFyz!1l;KB*B=QjTdCaV&=Y71lsbbhy<9sXDeSr(( zPI|*tsZonhRdQW-I_KJ~`<3tIC8-7xS?&H_iO${5x3ycN74>>in6IN&(TAn!}2`MHaFAyDh4w?92ZQ%I-E$Yk$v_cyC9t$E3Jn+JT~=OM?N$iT!mc0_mbrE|6yE@uQK|K57w zNWsn4Gxw(@p%adeMc_EP#1tq1|$e79@B5Z!JPmCqtG+EybPqqYv{ubX?0!2S71^9s337OPo)hgxpF2Ai)S7f+FuQMQKZ0 zKspC}vIi}ICTRk2vvg<^02%}c3kOIT6&au9%*JRTfSEgk3!1+COVMEH4_5!y0e)|A z5jKjqq60-4Ja3<2hcb0r#js+BC11JDK_-3w`b*4R%i@sGAEj5LWXJfUs*zf*sl|bs zwu4Mb2b#lBmeL8ABgFw-8%R! zXtTPiikMA{5AZn>#eE-8;OD&r#=hW^EMR_8bLgVvKR9L4jnHww46jN9^p`I!AM_Ds zW@ZbJc%yYdlp*6bCPd3GDO8++5nxEJ4o374m($mm)VGHLQUzRR2j@TVfu?ZM+7m1~hJ(#t zRNs)#kmo3H0#EA?oRAxKJ0wMMOP<}SEQ-~Z#Ihag|0ttBys?AtTANv{+8Mgza>dTH zr!yJCH_6&J6{WYX?~x2rlg@qVlS6&s(j8+v*+}V}p=Ud;c2bp6H;sVh+~>bS)f3l8 z3$ifgaAFb?G!&Go-DZfFun|5J+^!OTH3#@)OG`)KLM-dssuSSj%g{q}K$CPI z3#+5Mn<=sY%|Y%rcZk-pjEoGA>BvrL?Pc(5)4I>MQFOtb?6a$LK(x9zU5*D-EXmuDfG}E=PGp?o zM`~}|{;+)iuFruaE?a4|wV9)#-kYm2md$#>I&Ej;mrsR#rr4m6ukU|{>;kd3P-|KM z3zz`(0C3CNuZ7y(1uSiV`+5dm@7uRjr!1VLEX>SvmV9tHoXfC_{vGYTH^8C*@R8cv z+bwumS8!-asv{zZ3+i!&Pd;020GJRB4qe6l`}b*=I5+Zt{tTk%3m{@aw{N9_A*kf2 zCsf1?hp^LY>eV7b z7-g}dEe2n0U**!pX1z&9jp@^#4AZCIcy_0r2FvrcO(|?=el6)Q4tBbvjwYjCZT&3A zq+-k*&9J;5T_Y4KXrWzoRU!b-R-(3WX6oXiQgR;;-LS8DxNB{rlK%3?fYGX}-AXbV z?tk_VI4)B7Gep5aSvfR4eHm=#`>JtnXRDHd#HeU!kf|)6mXLNrj#fa`uDv=l(TxIk z(;qyYeB8>521pP#gX0uurY6Z0IPtQh6K zKhM_|^h;9r4WPSwZG4 z!qB+a<12AEQTM5lLbkS#Fv-0VNA0rY7rSx&K3Oh}{p8G~2>vuHyi9gE3x68#r~H;9 zo;}p0;;`%==~NBf1+eI+9Oi=oY#)nKAnc<1>~I}W9$JkSn%50T!vQCa63{OIcYt1) zE{ArG&vpf`JZPF7trgY1J5C4$j9CCw_r->kysN*XqocEj!*NawI4uieqDLpkwb#`; zwQdNZqY(h71+)wqAB+zVq1|-d3>G~85`BY%l2^VIW;Qlly=~vQP0&|B%|(3B3)~z; z#-$&jDiI7Ah!sILu31dKfyOH8Fcb3fe84R3#dfCbf$!Pl730K1#-%Hyb3ZJMUPC)l zY;xd{Y}LdAQdh^-tB%pP9QIul^W$q9F?$K%Dx`n;sbMYY}CcgzP&3-C_&IBl|zD;sgqd zb=z z%|vrii}%!5{;@UhmI|-pbinK*aBFOmy}wuovms#~BSW7MhBc{nJbwQm0Gt7jeVJO$ z9J)OC2_=2-F=p4B8ETPE*1jt1g^s9|HfJzit`)aFVpI>`mE=s7+Mh9@nEZd|Nd8h( zSQ!@9eY65WdJ_R*-R<&BXs;FO^#E8|n3$V04yS4gO9IBHkB>0$YXJM1rtS?OT!J6j z+Hy+es^25wArEJ+LdLS*|Fb6At4rWA54u$+luUdAiJ2$Bd@^@)dszh4Qp!2VG^ zKCm8S7@pE=fwO89t=z&MvxC(_5E{IITSt@pgWFDg;9|LxQ&$w% zaxkDRE{3b8y^NY$T2j;046HRi#)~1wPpAPw7$9OycMH3Pxp;Y7mRB;(l!TSvD+#X= zQqOX~Ptk8wlB3l>5wE*l5WkXulX*Gz0KQ`g{`f({NIa-jtDbk>?D2;Hht%MMt(1h5T$=D3!zEWN01b;m(B2df#wRQ6)&W<{=|q}^5*6`0f~y`F zSpZ(o*w|RL(;>ig{Xin|k2b+?K0>qI3~5bMh=;p)N%&NGs@#HKQ*d)Y z0L@EwL_Pf&T2tc&P~|G)NiHc3NiG9#ghQW-Ix+!|)JG$y7Xzt>z{m$$A5f#bnD z&gylpZx44aeD&_-9;MeX(WkH_puipGXiBsu8$y2{Qd>EEGalWJmF4Z$Wuw1q# zD*;3E28HA&qVVve7cV|q&R~{0@E3fkt?fG3FDO}`zAmaR##6!@W^xgwL1;?ydn-eGnr=9=)$^&Y%eeq!HJF)zyWUZ zb@58@iu8-^TA+D$+cf7Czme;`HhMToU@Ge=`tY4=AIVx%al+p*>M zy_fk#8Z;db=bf2|qstiB_=$z520rbuz0Jx)K30uwLE(zOz9Q1yh^Px>>0rwxc|mVo z_Hu)!KNK-i%UFF9LG-u?pVjO)>_mqx$YO&K{CnPA%a)x87cV`^PgoYeVH-Mch+N<9 z;YIsoMIn0PXW_G(0v6r#3CfqAV(w5Lo}qz(0}vJ^4oE?J0SwlA8{O|v&+0+Q$#e3?>$sM@xm^1%M<8dK3m10`{L0Yz>YC3b&})T$)0^ ze%&>+XH<1ejA|X@i%FX0OHW|`vYof})i`j`YNL5YB!NUpN$E>$cIvF|5rZk-FyRZ% zJE?AI9lzM?KLlaHol4|Y4acJM$r*&MQ|Wg?=r>DJ=w$m|v*7>EJQn`iW9hQBx3~9N zSge!`+dXcIE!+>{ofP{0thHk=`Re03n}n-5!Ly;JWg%DG&Xz{0R+;U~RsN6Do57J= zu^3(Gax9&!xmhMg4`dg5r+cI*YydFkjj%4Suk|d4AvWx>?rBCw2Kse7e&a5&9xej7 zqhMe(2qXI0NU&P0u&`S=f)|qk0heN(PnWOq@bhAFP!LwkWZAniiJ|fJwKed)6ns>K zUl#5Io0(aEx%_AZFUA|9@o}x z7(3E0V;7(#B?-pp+f zFWi&Wo58CMRWN~qE@JkA3!6QdU`G*)J@Q-{2vnM{u z6mYu$Van6{*s$$8hEHRLE$vkfR$CQTI1|wacmXGhZeOk5?Yk7RJT`!1|0$y8?@XZ^xI~&ClQ8(OC2PF*WTNbX8D5;HHZK z|h;NQGUKC@4e;XcaHbR8_j6LWWKIKB7dhPZZSOLj zdgAQg4?pJS-^CiO*z~ZM$6kT|Odv3fW#~#eWJxH{n3|f}t=1p1_RDWiY1!K)EG}+q zW1|W{luJKR#BfCaXV0&*X7*FWFp89j8bMku_3fx1zs1dqOPEa1^h`XYqUQ zf`zAt_1WXF%X^a1hqn1soD~Y)PA!cF827O&DG99y`?q%tx^)m0tWQ2c3}@1+8?!e( z0B^mDqglA{=N=G@KC;eXzVRyWnoEnIpFlu*6~HD&&loY>3OcP+HqC^a#`W}I-s+b z1CpSjhK}!3eKWJpoZR)%!es#RjjyP|F_eNrq4ut^X=zKK%ONbNfp-J-a#;@z=WDjF zp?5#;TaF_1StEc#1Lg(~0kstrKar6E0RcP4G!(P`v)$Gv>a)yjY#$<{BqbykmX?^$ zY!}i&=V2d3cGMUXLow=XuxRj$=*@2U`{f_8yt}vxW)tZQJZppZ-~)A7vqs+rc3G_a z%*36fwXK}EsWRSq3b45RR0be#}~yahLnt@6)kwQ<;|wzb3O z&aHd=**umhh2!(CdfSrj-doEI69HYp?QESanGYYSjM#}aj+#~RB^Z48Ae=SZ#!^HG z?qK8N_V@Sm8}P}i))$n~{-151kBMpZ^RHdL!O0cVOZCj5j;(mkug9RmW*LVZ9*33g z@~xx`Qc*eaLi;3C_90>OuV28y$qjg&wZcFl{<_M6W9lc;rl#&?Erwcy}%TbUnoy zpXZg1PWPESUoZyBopSE%*NIUMv0R*-BNuiKxuX=Q0m8W?Y)=U)Df(_l*X9%y$UHU; zeL5hGIsa{hCFq=okDH*QIFX2Kwtaz;FX4WR@Q0inT{^hT{+7&I7JZw|?~#FrAZ(ku z`G9xXHEneflJFu-N7bFFa8B3Z=*T4B#?;dmyQu)jd_b_hMIp z?RWMJZ$MK=AWyDde)N#lk-qqc75>8WNTN?t)(R_B=mBP>#R>&*>{@N#m@ctQ-7a}=Hcw?7Rp8|Vv{Z%CIxn}d@-(Gi}(9n2~3_> zSfE<5pHfy)d9y4>m)rN`l>$-p^ms#qN9Xn=NJhY7$&Ru17)Z?{7gNB7?+nx=@sDah zfie}SCDHrN-LZnlzfY^JiVk*mMu2A+&_)Ia2Jq|wCbrbe%PYO)m-oe#1826fgbaVk zNhFeNin*2-d?s@G+}zH9Ul&K^dxzH;2fUrEayQQ%Pc*URBm<4K_AVNl=jGF#5u8U< zipct>ueg-?5BuCDj83N8w^@;#!E`U)8dO{8`j;E-_36E*-q@%7IFnhuo^Oh!FE`0H zWu&*=ZRT-RM()g#Mw41r5;HyUF#horWnk=!K+T2Yt(4g|Hv1G-_h)~7m+OB<6GqPRfW#WlZ}S0&!Ii-BK;F%8 ztu!p}Za!O8NP7132yg zzO})6qZ>e0gWR8X`2G!t7Ar?{&spBp)iIrz@m^@k8(KUoEH*Y&7VRhN`%kPsaZ!-j z-tBjL$3@QOa=%oL#viR1l?LCVK$~r8biFZjtxP%1gFWbXmOZ?Uw<aofon%U7!& z1zHXOhNpzao4j|o8}R$uK+27YjeX-~ag6unxg{WP1E%Tm`fx5lmjVo9QDGr)nE>^F z-is?_-V&H1Gy{u9U;v|%_R`AE?icd5``{KWA8Q2 zu$5Qkugw%acw$Vi02wD*gto!L5U<|ew0KrcmIg=(wSv*%VUpEk@M-{mwH8El(EYrK z@fX0L1(P6t0RcF*NDY8-1BqFu+?wHvBrzEpXFN_Pd@?&b3(VN+iIJ^9&9epgTu^at zP;F9q6nYjH9|n*+wrL+Z>tzD^jOl9Jk<&~f1l^_M5Zyj(ao zq&BRf-?s9xVM49zpBdk%Ebp;M#D4K`?s=8I(tmyK#3(FQl4(Mi9=YeZ`)ld#@9CI| z{a!Z_N>_v^Yl9TIz8s|jES`62;J7{ceWiJmpyX2Xg6i~L&3=XRBv{HDoj!P^)yWxUf^0|X1 zgXNyTpI3008Yr;olkX*_WTfqyt1Yhf{G{%hkmT$GJ-Y*mLY9GJa%|P{fsho$SwVy_ zZ%Jz)s%PU{)sKP-#>8(fnPONQ(*Nq>9sk|M%K{r1V4<;Hd+i4HF+kt%fS?8{zNN** z;xkelEg~W!@J6Ls!1$mQ2I%3>)fx=TLFM^IQ~&D{Z3%E1`uRG44!BUQ+$uUFmB--I zO;FDRd~!e~znLEa58#rL5&-M9vs1X1<-1wlB&X;M=DKZM^c?Es=9h0jIef2sC99hu zZ%=y3ZaNVBIDdScWTUx0IG$#YZ$aw0_WdtV26a%w*1QN+)^cVksT&YlUH^(ty;Ug` zM(DQqv1r8Xsgd9twd45e(#TQY=n96ZviNvKMNL(9LfN;?Y~T&=;V(kNNp4m-1&3C- z*M1im3xbp>D?zm22O>8h(F$^MKFCZT?KZRt0_JYv<8CTq(ho8EYlo|!_#s2JFvM;TsEf%_5w?g=5G^e^t@a{P&hNb#m9%C3 z1c^GhW5ar~E@Ej$)btjh3ygl=&Xgc_Q8pL)g81fJ8Jwbe=e_RxU={tXBNHo7>A^@H zaFE`?MH=*({ZqdnH7z!MZ>P5@=~$~&JXG3cOdt^N&`37(ga7{m@T28B2j+Nm=`^0e z(e@MIF$2wZgH=z&v+&G1`p%gVM}%{Nyc4rz|eHF#qJZ9Fvh>(9P*!RwijQ~QTR9YMUqiJ z`bT((+>c__lUO#X{fHh>@4|*#w4rv0G%H;f*%f)J}N%5YAalk!0ltC8g!w5y6 z4(|<5YIs0EL;Y>dAOxb;>2M9y$#{WIM;n=miTSpxeZb&S_mgoc$?SkX8v)ffI)XUT zxC^iZ!QAeN?TX?v!;&!8JxsT|=VTYR6LH^fI^KKV2E#zM?cv`i^_QkY73F`mEZ%!p z`q0BKd8UGlV#ySyTW4f zcrQ}?_&%oE#o-2ESqQy$;IpmDM8L1+D}(Jr#-tjr4`SY}2@dl(v>cW}jxh^ZP=ay4 z4m=twVG6j}f*|s--y|A7-7@R@Oq5mJK<-ylQv()~uy?CKJ-pKnJRH@sHHz)l)tczM zNG^yP@RMW!^%_if-|Ok^&(wRWxqVbqBj)S^10^mXngML|EbqwZC=oGni7^tn_)uP6 zzM1_^ndSTG8dvbXz$3{6bN>yXwM_sw)RHn_TMFprG-G+JZXiHML`0n6&CZPG5EdZJ0sF2VGapN`HW*75piFxiFP zJ@Ya3i(fs8cfETV2&@xGTZ`{7QQ! zvaNt4qY2e9rNjk=Q$B+bJ=rD;ev+PBX=xFm+C!>m5j$C>hJ?CcPtWr&zN_nAPTuh3 z^iXc+Y)3s5%U9N-y?KTpYgXN4u{pn48Kx@s6${|h7Zn{1Do~Qudr_!g#8gxW@+H;P zNv2mPD|xL0z!P^1kMzqD#)^=4K?Dw!pi(TNfALL1oWPykGF1#R#73~JOf6{$!Tdv+rW6B z7!-Cuz`iN*fQ~Q|-B~->(*s(Re1M_`38www2$%mJQY=NlMIzu^+Z`!%Zq-pmLbTOV z+KVS;<{tevb;k4?5a~No%|Zqo$yC{mQq9%U54NFS>s%pCI$sK2;c+wD#Z|xu0uXI1 z%q9@8@^FukBJ1;n4x%Ic`Ij!X2SOSk{@It|UiRx%Wp+QS43U%XU2Z504KOxdlPsu1 zCdsYE{4?<w8@bBRFGWCWM*e!h~w)sGH5+&+GUC&Z5D}6s#oM|8w(E#0A zhz$F+sH%hBJ!K_i-rM`6Ak93|cL+XYnNt1rxV~mQt6O69B<+kT@jUbpZ1tal(eX`TR{0AUNG9NWj<~q>>jhGR9G3Ioh*P zI+gZjKuQOtan#U#TF3V+Kt12z-TmF&oxZ*vCM(kc>%5&@K^LmSCW7%`l4gV5avEcq z_`%~b!Ova+K~6<*;$n2jiy-Iwo%j5Iwn%rehu+&TSkp=j{WH`;sB;U{$JR)w(f_3{eVsGP1r0xjz4#sG#6HZz-BXl(bUw` z{r&yS%*@_FYEmo~In_2rNF2IM*Ax_TvQnCa$_zA70DNy zN5d)C-&VN`dLRFmjuNDu8YbWju$ugeS29&$t7lj)lvI{d=rN52n?+nFmy#Q| z1GG{a94{H=o!HVByC>ucX0S5lpm3ylV%dc?zRv|Ph2GtI1XhFWx3g4cxayfN%r9dh z87nkLh^hs>9{Uolo0&dOov0&xZ|Jn~;@zSM=Rq zIIG2Th@XnGqP?I|nO5V^k@){4aTyW(0DVWJ11G7OCNF{N6GKxIkr617!E%DLse}yW zwR3~eI_L#wf)E0hy7JRW(4_3xBVpCa6E;o)xybBSg}mGnx^jT7Xc7qOOhqrq*V?p1 zja*|m2&udPDU2#giE_9MtGOTN!+KPvrMu^Kw#_e>E10wEsoxL4f94wuT`#Yr+V@tV z&)SJyIjDtOiW>u1up$bguBna)CdvN;pVd}@*%!QT3S9F`o(pDynEMfY=7n?tK7dL3 zQ)?Y!w+my+O{n0Sw1G{ajdib7>^j?lh6`&66X(6g`Cr8mOW? z`tG5%Y)}j{HL@0ok>W7OC$!T1LyG_RMCQSE1@^qiJn$ai6v1kw$;t5=p|OGBrJ)8b z_sq|uB7V?D3VcZ;I%Q=~fR2iq?;iiEEYn@NMsf4S%o(K zgf*fCN)(5ZYAu*$Ylt$z%^xbNHLhD}g-D7rf^zgz)0w`?`Tm@l-2;K$hLp>PetrK8 zrD7%sd)2msR`rBfN|nOGtYZ!Yc^1c*k(HyY``HK2Y;EX6JP+jcVT!hBVpM`H-v*b< zfe%k(b%^WRSl*1J6nssktp>Epud>q`|5q@YjsyU*y#OO2Ntc`wjj|k;ESqxQrr7`S z6UOY;4-s_~?T7EcHJQ71Hz1x{ctS7KTV%?IeYrXKr}~Q15vfREuh<8<7I)Z2AR`mi zMwe`cm>n{QJkzVCI4cglaowM{vL0)_3d9%J2vnN%Td2p-&`75N9 z__h0Qe%-3V#1k$DlA6K4f!&C^Pd}uMhU^?|*gSWh)}2qs5t!(+ zD9`{Nkl{2CaNyUk$$N%A6$_p^RzSMwMe>rw6Q!yvtL3lmL}$_eUqP#Q)~ipTRGgB! z%`Hw;0>ZpBa6rerIN;F%EeV}V6s45TFU<=ByHq-Kh7yBd1R(?qIB^w13!5OpJVoer zi&ojvh``Jk@K?3l;lnbw$?tTD;NPepZbKh7>G73-Hpaj0^J5q`kRG6HNFudwOwdOO;j;#ss;+-1RSGlca=lb-ZZ7CUQX zo+_xK9lI}VbUIFtjyxB1+7hlNaXS3j|C7uc2*lLDh`5j{3-_Cye~?(r3N zJAqk@wsXeT(~-IbUsj}X$1Zo?^5dctHd**_Ov!#CZ$RB)QspY0F{GvcJ*tuh{zF4z zLS-A{=eZvyhf*PY0$FOV&JW2@Q8VqijKOn~7~BC8NOES7Qr7aC%t8q#97gx@e`Z<- zqS!^vJstobYolslyat)r_>bVRVnRw~hqsgfk#|<5{~`~^1|E+8Mn=2w=H=!mlbFS| z0$l^2FI%qk^ktOvBzy_s|5IB2JIKJr?y74P)V^zfIB|SixKLB{^ttAwp1?cJ4&)ys z>%)J(3%JYP?1Z+dq#4F!_Jxcw?0Jw33MBlRC_QyCe7+b8q&b>cE5=Wp&%_MP2z@3_ zc@mT!(%Jxr+ThjjC2tpBDnx%cf`5h0&V{VmCIn4esP*`BZD2_yTo6QU%;`gclNTjb z%Ynqj11ERh6{^QiE4%hCz=xg-1ox0ymzGMi9+EbOT{ipZMq^tZJ}I!WIj+Fg=<}_~ z2;uCjdI9btW#QgEG?c`8i>kVMKat!&HH;Vn`7b#wE>@FFiruDNR>&*lD;_eb74K(L zNX~lVn6##CuWr29{kl8A*L+D-GI+=uYK6ilAlitakSO6Ox9)yVK235H%9isM>_0~g z9q3VC7rH;pQu|9fT8)Q&5k^)&!EHKJk{)JQjQ zvrWGWU6+iW%1Vl!8bO?j2Rp4}y5q6l%I5TdkhrU7oV=8^u@wKRvx_@mK|fBeuhdlp z`q(vF9;dmT_!wCEI74?S(|-R5AN=qDz0bCu>(z%0Y;XS~W#3T~FrevAfp&ck3L~=# z_yd)|v^Ai!JJw$Ki)3Cq>Ra_x;!+e@JSl^I0t`@*GC3WtU@1;&DL2`kWLl{=kVndP zHe}7#{^t~N`(o^C$<*;gQqi0ybZf$%$VvXOQ_&UHSX9{atphk|tyGn~1ULQhQ^T;& z*GL_q`%U6f<2MF_AD+Byh@J=MwVpQRs)7=h+7H`H9}i*3(t|}QF>_|FUD0vz^FdkXDP5B6Z2wVT$v32Ht6GY`}QE+I4K>Wm1H=NW~lV{ zhn@#LrRCH7((-~RRHTb@m?Yn$fFQ+L?CsNd1G0hhZe_S-o~7Iul`j?L>ql>`9REYf z4BDaa+Nxz>?NGExH`Z3tM`95>y!uy%f6ERf2!5R?8#GpvG_Z*6GLb!t@=Q39euDMy zSE?pJ925#s&5j>i*X#@?u=H<2ejeXEg_phvdVW&MQm7UGcp*yv=oya7=SgNDB$TiN z+_EI0LT4_yv&DQlF$nuCh3|p9ypuZ*6IoA;fJeo>0HF?Zm?wc}&K42d$?E@k2At0@TFi zH%I~)h2Xm;(E4+D39u~7M783k;Q1B_Q3?hgCHKQFlX|Om_6+7f4#uJsv3BK zAm9an6MMieWI;iYWgg=BD=C)oLac;~PJdw9Um?ni-h4_V)LHiGCCNnd&sX>(& z>f&N|g`sIYDJ0wyYA%;agFzI9K(pw=kSTOLyNtAWGG0M~l{m6=+BUpUX40RBurGZo z-{kXY%k=DM%6h2^yKh~717mP+3F-(?IySD0OIw9C9nK>*Ua-UFKvq5?zEKVS;^LRo zeJTXnoEmo#NG6|A-eCIAe~CcEKhyH`L*<_d0_;7>hyCDiGPfBe$?rALx(Th4PcZSt zN|8hHebV|Sd`c#qIu3`9c8_W0osMe|>uvC_LCc~^kaWUHe^63ImC&H6;3<*RlHt{P z3;e9Ch2SACWJQ!vZjz_8kmVaFi772ewJ%>advA7Hvn~PVTAo7@xlgHbi6J{|(dv;~ zkfC^sryoAT;Uus1g@o-U=M74gWKGcEg!;?W`tYy2jg=F&iN3u^irlWm6lE7JDR(Kn zF1@Ls4eHa3Cg9(2|9fWxNQyI%6na2?vV4k40h3iG4Ei1LS0#aR>!L$ag`(lHBT%-Y zNQ3W{5s9a7m0#AJb{c!eiZI0J)VcmghZNzOR=MFt25s5wQPW(seWoWuvGd0uG$4XX`*Q*TpV*Pz~I2 zh2v3S$FDjW4cBFI{Ra#sJFgcPo8)<2iv?+XypX}p-H+U?hd?=q6O>@WbR{U0y+xs~ z%X-{AUKr~h4G8FaGdpYlnze8*e0SX$X1QpG^DNIn^yoB2AuP&!Zs0(h~$9Nr%lv@=bcd7FS zWzd0$A_H(QbO`R#E}X*=-ywgJi0%>xdusN!+!~}mrVzQ8iSR#Vym7hvin9I|~OI)Ri@sfA74;Zo&R2Iy;QK`4~ z{~!sce;`ZhTIsU;HR&G7{56U{RbVXjw(zfbRy@V)HY?3<&>*InJKN&gh#*>T*F@=0 zY}rjIeR@HwO?Li26fua0s*O;kLe&MB*Qzo<3 z+9$}xz6+b-S;3Se+dbk)I>arw2QfS=@qBLO=!2|1Y`~(u4?CZZ!`-6j1>Iua$H}gT zg*}FyEBhj3gK=ybJ4p7>df?jhd6%*f5~Xr`|#>2!aR-*s@m{RM(+ zy5&N8H`h<3>Jwf83SD%d@_>X5MV_N?Q9QwW z{gXM=@N?z2;Q%vuaKdn2+E>z6qfE$1#f2L_kZ=F5SQ`b94D|n z!g;&M;PzoZBid(vf7a14cR;Bth}T|@hzz_8?lM_0lq+#jEaoB9zVv22V<4G$Txl6) zHXFY-lIKZ=c)r{cq}dnzLCgWCw7*8NgyHdI*BkZ={#WJ&{;r(o6tRanavcgsz*zud zjH7I-eN4-#OQofgHY-St@p}V9y+!8q{c2Wx1suuyyL{Z11acJr0womm-asHAJHVSD zSx}BimUHayEf2kHcyI3CXU9DWU%2I`2o@)NJ-|3nyL=3Rfm>C$mo{caC@2N~2b|4e zfg0-2sIR!{#bmm-_MGVhy>eR3{hZOX`*p%>u@=X0B4f|`CUBy_+kyV!@856{@oph7 zPSholyC15Pk3^&%R|c|tS_=$)T{~EB(=~mPxE!tzxE?g>!MG8QhXu|jBQ_O1=3IAA z`?S5FpjbE(WcT;=11Nx+yB!_2j}CN?aBWJwhW~GR<#l-{S6;q59G6IsEjW?k6KAJy z9}zZUitwEg7^(9Wih}RZJvS*58>+;-+afd=d1b4hu+m((Zp0UZTw|xCh<~ac>06qj zxdg;eDt(=TGaEt86BJ0?FTwHR*E`9ifTz&^K+;U@<0kO!c(@?^6!<_~D$qW}(e%h; zw%d^=M4y<@2(9L=+{yGI;Qu4c67OLi1i~yl6cA~lWJwp2A2+`L9J;_;UA5*K0~XUR zmFLGjyY~9lzrOsX3wEE@kgN7GX16Raik|s-qrRMNQ zn81U6>XY|Sq6^_)zLzzCN+bxw1nAR$CGYoJOhsXk53M95$!JXwTLo}3UpJoC+7;VF zqA9Cf<0l=Gd{AUQ#mR)0J2TyOgW^z2od(i0B;j=L#c6$8VP|!yt_N>KyXr#tzX$_m zdVN>!Gi81ZOXd6LJNvMp^WpNx=6*Sr1wz|}cEke!LK#~US`MWq3JtGZAF+v%w%P{1 zyHjecO_WFOaR1h@*p2^Gf`vBnqq=m z)s;f?)0v?Lk6*HKn*W*d{X`(;8`xX~R_~ZN9pk+Ydt~jkFB|hd7d~AUD>ev&|mD*A#a0D1nKOBdCx2T7Ob71;0+! zJAOmS8sl9rhsI^cF&xqJp|YHBIBwu}wG=ae= zsnKMv9v7jNo(kbhkxuDcnUhqfgv-sCOtevXE1fuxI$ySVrh6WHjV`S=2)QHze%7LqaT2#dxL*6!N$hW8&XVhs@~s?x^{0H@Mc?-=bFEQ1vr|$h$rKzF5Z>XZ5-bAxClXQ`7^MUM$|)uY?L#MPr5B%>M{ zOJAZ(2QKAMIk|I!)*oi~GZHqxE7`CP>+%U4bXr7b7FY}BOjM?w6*b3NldXa4JRqf>Pk)4w`n zhmF|NqB}-Eb9F<^Os6_^$Xd?zLQq4%9nQIYQcHl*7XMkFusASkIU$St(~*);v`M7! z2OiVF548KuchZw36%?B#R?VG=?i{JC{W0PVTpur1;kjXwa0$~_bZ=cucv5WnhY}_( zF0J-hY|BjCABv?`729%aP06dY42noIH+B#YP5ai8+4rNT%BW?7a&OUK|CXEKV|EV} z`lcK(2lydc7>_3w@&6rFlTfdMd2|0*EjbN+>r90*&jd&tFo~omip61nr{D7@<0D^l z^_HgAlxEdc$tq|MXu%J+>g^mTc~j+68POReQ^ag@1{eE5^HRa;q0nkjt4wX4ZTGk8 zr|M@AXLZMQMGlHRU0)+Of)R2nZ9A?a5xmgeS*#*Z=!#^C;3a&@;?$?R-qz%NS0t-F zZ9if+|IWUJ+VGNwU|J0I+L`zq57*@Of#QxWq6=GHOtHF_+49^Paj(`wGxE_xF~7R8 z0$>Djh0l=2S9W+fn=%H`3ktlI^mX`e3O2faA6EL((;2&5pvHjc22D4XG?MlySO?r{ z#`rF!dM%&L;&Vx~MLUv3vgmxp(dm>^81^3>ZR?Wy`sxPOB03uNlr*JmG<70uHFT$< z>xt+*0$c>AB+)N^{hr)&*u+Uy?f*E z=^Xq{T+dhO+qTc6Fa8yq%q-9FNR{u4LVv+5Ahk##QlIO=}sZ z(wKo7e(?5qM}7>kcMDk`h`s}TlXd_B6v=EF2YTF0ogUd-L%_5{C5^Z6h zAGd2w!y7h=tDSUTW`8#~Fc@htM(ZFDe&lf4P0FFmzV~Gxa2a0nM5HEd=Hml@zlU@9Xi@|7nx>5X5}h30 zYB*a)mj2XUX4D9Sb`W(obGG-i@1)G8Ga67I)c2*)s95*QCd7QKHl!6P|%7Bvya9PYeG zW?5}R-*8zQe(u-z>bkVrnV@e`Fj8{Xa$4#szAbOIKfBgwTkT8EF--3WCwYA+kA`xi z#6?6r6Yi{{R-5@uZd!+&3I1?O)M2?v@WyeH*R|$L;fxUP zLeGmbWQb1X>M|WauJV3KLNqSKJqn%5n}Sf*PggqeGJ<|Tn4gkzEW>%Bwds`A*kt%Ar|Oz3bw zG127a+dcZTQtrVgr}b~7IV4)b#|q0GnKj;!*1twlk|W7+l&i%bgaiv?-=M&Biac)ZOpE;wl$``GDCu4G)Mj_TbM@N9?(EQ5D_Q^IMq9OP z?qGxIilY!U5>2pgcF=JW!D}QnVvK5V1Z@OIZHHxiWuJb_UQ#{aD@Ewhy=8IkdNMNL#n}7lLY%rTOjdVO5ACIpj1xLAO@%>R)4Vsm+4=`x)+A zSG%E;p)V{kdhH)A4r=#JNArJF#pokz)hE|DYmP845^82Ukhn0UUz?GVd-wq8Th2(m z8dAxH-Bi%_7~b$@&GPPHf7`J7htnu{Q=R3INGXbC*CdS(=tI3%0ow;~cX9;DCkXdC z0qwIE)^(@D*$SJ!tsrPz4qqgO);&TzYe*n7|7~6kDM0w9#AcZwDODA_i>y7`_>q3j zPOD5yh)L-E-g{hVReIrUB2Ovwtl_Ztb$VQORd#P_PhmF;>h^)|rRZhs#Z&bTg2*fL z`368(mIFfwmhx!BHhP!&%ak2I48&esFg-9+Im9%W{RjVbNn>Qv?5AXj zSVqpnnrttjpz+UlG;WWp)h*R4$!rXZ{S_-2)$X7flr0$qMgY6+owm zsUjP`WMT!P&Ju~E$iAGM{=7{wWHHaD>fOekz~B%? z>u_!&bW9lSkgF&-`b<_%8$?lAn33O!OZGp)ceay1S3h^yYSE%oImhrt8759GlEKgJ zja$7=nl29}cVYOjw5=2Bl0sRVB>N-UzThh0Y{A+({ihA~-cPFzCQBWP=pqkB0oT+p{E;tUm z_`7xR7-%+Y+Wc6(Ww=AEK!~o4F65q?4f^Ij?*6Rd6I>5LoT)|j-J$>?P|R}XaQs}s zvf%shWy0%FdnqvTl)C`Ap5JIXFhoHwlDaotg*ctcUB1@-lvUm)fI~$nwqswc8#ER| z;~L{}$_n=&ozFdAPfyYO=PbY-Fj~&q*w<^FV=~NbNo4HKjZWdW0r7RXqE4TAv6b>a zyP8Z+yD3V4sIX|JC3!VuA_O3R+92&OW%H02Ur=fD_{git&zllFLpPRAE0-(5pf@=d%?(o+lk7HI>Xtg;0Pd-L|~FZh zDthvvG_tXM{)6>Khw_RNDTWK)W?f*tIobT13PYz*^k2kYPuA^kI{m(m zTnZNe0v}48Nl73Z@!LzJ83w46TSa@`EqP9V#6(1CCB2(pfDL%HNn))`UP67z3K)ke zU#eJ@5}q1<;=pIF6sE7Es(8*Xj}cuF?=gJ?Vj9R!5U&uE)1Ho5g|D9IM3kfj^TbH zMX|N!p?qv1@xQXw?jJItyx9yfWHgsZz{#g<|^1BqX zK5>JW>DZ@k60oM5`WrBN-F@9gDw~zmc1PFC)2jTgb-d15w&4rC*OvFzkF`ut%w)CtGQy;W@ze)7n8ULz@7%#k|5xyXd`&iB{2pooAo>~9 zobC#uveDXWLU4~3vw7>5GZ_V~Qz+lNsJY=bsFQa*4tug+w~TLYQ7nDeF)O!F1|vK{ z+~)nfM_V&l!&m0`aWt_(I0ZLlLyIoH%$lEFz>f2uxKjTcSIToC_Zva*SAll9^ObM< zFm?X;Fmt&FXbkuCY+!U-jtIlf9`sRY5e7yCOSm3H7IVLB|9dKSUDLB1q5 z75sGf+nb&5f$!3bKvC3aLyW0^pI1r^6-OvQf4Bh*bQuS+1x)$6j#&~X01W^?cH-LP z1bG`~oBKPLGo;+hEA)R2_xFd#H~+g^UsZy+xKLGf;kXR(2xg5iV5Ae6Aam+-VrOET z5}Ed&^tW>vh{}SS+>40d$>V{E4hNX%2r|`Dvlp;$+Z?RvN;XxVSGr-lwd}Q#jPk-1 z*!ekswmn=YlHup#;Hru=Y$E>(?T4x~dA)gn2}yk`C-kyb2s^oOw`o6mTbl&?al!T& z>J2^{#)l8!$mbKsQ=TwN*D6aVhfDKn!;?R*S(?}yMM*a(ed}mUC-1&(yd_;E%6=a$ zSycrFSlM%#Fz%b&{A=Ib04x57gS=}!8D@bRgm04KuHtpIEvmC6?8U{HHux1GlYi?{ z%3FW)W!@g(t0Eb6=)5ZpM6|8^C-%d*JiKJ7{J09h!f|@^t#JHoeZRlTy4?ox)032q z;8*;^oyg`LC+$64>;PxVC{+Yn4BWX{E9{k^X2=PemR~-w1!U%4gA#Ne$P>L_;|w!< zc8T(TP)fxQZdHp{JibLuU?eyNJ99JX*VT54R{8Uf(=H#&(#ZTnKW1$Vn8_~T{fR0V zC`f5dnK~ps+CzAYaP@EU%xaTu90kONA51r#?tw0MpRE>V+gG5=H^X+OM}J5$pWJxw z25iGowx{Bb3PsQ3i%Q0(n*5tlVttm zpEEOgG33&_yi6JGyX^o+`%E%)4v?S&y^`{K0XxKgw(gszQGK5fcQe=+V7a0ic^ zUJw5A4ra1voFnDT2^!M)b_Ca$dOttTvz7V#;RLaO<=lVVR~5LOGrNZT3nE#Ieay8l zp8R?zP>Idug{O}2k?k`%>4(h^Ie4tU{|xny=AV~mH(Xe9Q(LXdZL|y8KTT|BF1>v5 zL7nFP%JYYM$-Nn#tIwxypL!mOKq+iNME0B9u+<3EXGRN_(&O?10aCY#PaP_@3&N8O zD8ftsh+AYCWF(TFv-ss8Igd!uGWB80GJ36Vbe!tg_zg1<*@IoCEO)rkhr?5G;pVW@ z*K9GU)bw}mHb@$G+QAAcPES*QpzsA05No+jsC8-VpD`! zyw+FGTRJ*p0nGp)kZNEd1hPCzMieL?MlNSJ&**N@6=@!OOA-tGhVHiJ#{0SYOg!2w zc)UALDjx!K9623v>s`SGckTd=mY-h+M~32d2H2mrkuC&9iW~t_00(o0{HaWKWG-nB z{b84u)|OQ7^ONd}tDj~ozx}ZIsn2Hx2JS&0sIBQ_)_Yat z?djwEnADi0vpNp1RQW>dw>0(uShJQZI6JH@E{Yzg(u=l(VG&U!5ygfG&; zH9m_k(q;R&q`)66xfWLIPYo>xL7R@phlwg2-Az1Ix}@IW=<7mxvXoqFY52PnvK%s$ z9ffF^&jIi!J+t^Z!S*#Sn6lZkb4GH)(!zlLH4$as0l!%B{0at+0IoCQ?BJK_??Lje zIl|0~Ex_*KemvCY{Qj79_%-*%L|R}P-?^T>yM*fGduMCPwcCfX6~ACifgd=C1CHr@Q)C z0jVgB(u6NQkvnCAc{SK$W@}BrzRPXP)zd*K;g=nX zV284psR#eGb31~jp6j+y{6v7ZNj*ILy}4bH35 zf}-s_YNOAyXL)w`D<;joydN}4cgUAFL~@++DD4&@pBK$=!xQv}d$c$@8~z&n;$PTf4US--;Sl3zNYS=#U~p1xYQCrn>79 zDF4Y+7?3IHDv6W%;&YVCw^awnw1Xee5xR)KE18w%FK+y#7!&zTDo zYR%OoLC)Wb*>J;KQcMdP+~~_nk?;O+9fCV#8FN@f8SD9C)q`jHl4KsPj6ZE}#0}bE z)#B}JNF}Hobv%Nq7)eTQsKJFa7QHA-O%9UF@AUD!Gblj6f&G#L;<3z5XfTi$aQly? zTj|mNI(UOG;RVIZwY?JO33(}^vtD2haaeL%8dA_v+z~cAGHg9Ej%HTCRmct%)%@5T z_B#xiD;o}mhvzGjr~MocW-)t&!hHhu6dr>iQ^>l18zFG5a&4ETSDLwOnBsZ?1L@sg zN6O@7a>ECMR)R6@6i^;k^wkzdO%+0Av>-T-29xj;1~ct8@3yRV)Pur`9s~nlw$8C$ zlG{K6zisq;5_)*boaT3xIKF2)05uWn!8)aSK4?rcZRT`Gbe|udH@7zTg-8^J!GG-g zwuRM%t?8@|zYQTmMoQ`@zp3Pg4f6=Qb?|%-iemckom%Nru@Q^o`8%lOfH(;c{OPAK3TIYGZN zzvaiUfAy$E3BiG`3%(&5p<&2xWHZBX5$AIe<#< z+?Ucy3%kuixsN;tMqq>nji3K+Jkt;U@5?~!)k#TJ4~Z@^?#L1Ne$Jsit!tsLJjn{@ zZ?lh_tFSim*!N2Fg4HW@qN<-)L3D`JHYvrg$BH?M?ufu#*~r2Q>;< zJftmgrkkhx`GNVOu%i-B2zardZSzjF0LGGtpzG)v1hLej)UP@tgj8O6UhNz0t<b?srA64{W^gYsCebtdKCsTgyWI6ap$HP}1cega982rN+wCYAvNE2`#Sd~YZEs!AAF?%ulFs-C=0Po5qf4PBj`)t$#HzW@9aRAWmusSdPBfL~l|A#KI9&-J;w}uY}JRebI(hhSU%t+xyyRM$};TLLruX z^#*J045@ed#!?T>yxCQQ_!j+$2|lOyNWyq7$hd8M{J5yKEyg%P6fTMftCVVU3tfH> zLmeg-YH9TO#H+jrMU{)9MutLsRV_UrUeS1qV|pcKj5i<<<`uh*6L$1UN(I-#`5IpV z4k}pVDW}Kij9Uv^Cs8ezuH>8C&)U@for<+j4Lt&%8}S*rBCV%l{tPzV=|hHc=$wpq z@FnE@r7ZDqK|6vhAl!*jiWwq#Qql`t24R#MJ*d=pfi>`Y`~=7Fk~p94OXcYSbtT50 z7htT!i6e=H3;!Bd3x@;$8zl6p7N%Binkk!_Zin^{wj;~+(Y4mD>!;bN!jRXwec1_!#jm>kXrr2nVqBlO?21o!h<=SYLn3p zs&aqeC<)JXzT+Dk{gD}x?=#^>d<=v9oBuX(PLZFmvA^%H%4bN#7mT(G&fh7nu0p@l zaT|V;d_+CpCnG&taRhcLZ=KQy1f_Zmq8EJd^CA05TUne+cT8ui+LOQbLfx@^YjJ&H0iy(Cm!vc8 z&I3*d%Dz{6J7oLB`xuI9`UURLF-dEI>~Q*ZAtOIt>KwfXglYB%isZ%TWk|?8RHS2a z3HE+APZYa))N=&UG#H7FqKGP#lDZ%M@9F$no3=A%z?)wJ7#Mi0S1jf#W~g>3Dl5u! z(%q~Ae(7@~uNlWwoM#9>7;x*+PZ6BT@JcWu!$EIBDvyyLv7Jt(9L8TC+l@vhubi{Z zBuVVthPP9O!6fQ1&3?iCi2q(8XV}7piR~3gcbs-6wbxD8CHz}?yoQs{?RAwt&>={QYCyiOObyIo8 zfBB&ArFN!6m1IuoHmO>njVN)T=9RJb- z4WC&C_uRLpyNmSW)!Xds2>SEc&9J$rfx5r~4PNE$OT;w4mwHM$SIdCf@_M%Z8g`G( ztwPlrfokWg%SEl_Lmi~HVP=u9`}fCS)Q7UGdS217pNq|9HaNZcx@Q-@QS^|+7oVz- z3&Lz1bum8uY-w1N93Rn1E!6)Bpf@AeljQ;G&4(D1!328TU^`)cS?2_FgNoBYLkC>L z9b%bsIeJUm<7tcNg^dSn>HlhG%*5F0t(ITd1|uxvd%Lc#&ZxhMvhBkL$ZRyz=hj+n zy0agJ`h=h}q1|WN%fFWcc3bfyZH^zSs1~X4RMXO(Tu-X;s&Qya=q=mrN#V)5=vqy3 zyR-3xR1R4?`>hIwN&uJ$SfpP#nBqY3((Q_)uK^i6oZ^FhxTAfvYbGwYt^Kpno!Z?v zZ@O|Ps`upNSaxh(tmn4pJ=O!%IYfYLpmOxlNZ3=uo&P-s0VcS6t!^z{1y;emliel% zRiud|)f$zZ50rywLtd+aHp?LV|HDH%Mlf#Y6MP}Nvx$Vg(Ye#kc$ zLL7~Un{tiAUrKj}u|*>Q8-ld@z-O$Z{^4kS8 zg4)?JE<|5qRxrh(a)d|qD6rtY{^f-mfNP;NQcN1FKTG_Z`JxP^?SfN*C6wYFVzO;H zbsyWvfdc`edD_wh81c$CEfF8)-e}+0rSAG2VvG+wm3;Gx=ZhhJjUN=_xNdryTdvL? zPM%#cWPiR$SC$FQ(isyt*R^C{Iu`dxtoZ-5Q0N+*Wm8% z?gV#tcXto&?(XjXcGBIqN56ObeVz|ETTZFpQRkLOEX);{fZrFNm(!oo zk6rwkh~3|-+s$JsSS@Wj5V_)xw>hRgDbr>u3AGOQFz5gEao)DZZOq*u+W`7=Q`5(q z%oxW6XL9iM%Pig>GNiL;aAH>>0~9R;5of5$*WITs!Sm#Eb=!v1tn)>g4X-#m3`3iW zM-6KeYZc+ewUk!bJ6W-uys~{-wba~l1$3hIG_^IzlbT8Fx1qZZ0T)k1#|shc5cyIw%pRIgCdS6tvWjU-Gd@ zV}>Dkco9%*zx#u6Sc^K+zWEOgGr>Zm8~&QRDzbL!Rt!H1q8>Lm72#F?HLr`ToMpQa z4PV7=SEWu*nN4N>HK&kr$JN^r+uN>ir`G@(mHNa#d8QLb^ONAP33r zu=x3_%F!fT%2qR9VGQkV;ARE9ID(&#S{o~ce~BMi=D_7+FX^zk>{i9F=j|e+NbKYb z|FSR5DeIOnH(>&yRN3`N1+oE~FlM8Hf@AgfYqXG>8qKxId|)%(%k3I&tenvlZn2 zFj)M^vsa1j_>=ADsIs>j{S_s$u_fBET?>Z+Q`IMW5RcTWv*ogSJX<#N@wGOfB5*sj z)YdCYs8yF$ga|`ozWe1$ zCYQpJUL;gnf+HWw=)!9%I!o1+M^WtzGIIo(|T1JrO2b@K6 z>+J^$XgW~^dZf6(t4-YpD7-6?4b~ez`Cj%wjpGRXU^unI3N*A2E{2+&ft#0-!-9k1 zO>x}u#l@Af27`)qz>NdQ8@%?ih*sP|^c4C!&eNa-Iy&*Rh}Q1JxE#gPo)n@0SgaX} znJml#U760^Sk7IeGlmYu@kcbBVsB7Cjm3szgonaFf(`q}QV5wnTxqEj5!1lxu3M-{INU$g zrvXbxBdxlG5WTkzyBNI#b^O);sO#)PCqv6vOFLt`LSKS^gCGG?H}VM~c`(}Kcq1Ei zp`ZM;=I2AB)$)6$LFE3vDtoLJ?7@jK*BH_cXPYsL%Sexn|v@t{~m_} zYX6uxF(Kz8by>)JK``Jx@epW6#j#2XZG6J4eLN~b+c^0;*68A<2T>@>3d-4oH(Kx* zbDvjpzp}bNQ#=6oyOJGxFJPpG)6Hn)z<|Iz6cFT#NP@0iDhbi(p| zJFuIytX7v)Lhn0Jt5vd)qd|a+yUV>eo^=qfmkaqZy}Cgw7ef4}Qg&W}ni`;HPiwC^ z6*<0EmOKC8b*2g)cSIB8f%=4@l*BPk?066&zHY(HUxFjk@Z&lb@4RlTH0$L4mwNU-6 za78m_U|@R*<`2|nAVgMMJ0PV;Rz;-^^Y6(Y+W9zbm28?iJ3RU=Lo;e;bprk8+;mw= z8jL@Xcf+n6%3XZoen0~34te7>`~H6jCn{UV*+x>-pvDjCQLZU`g1k@u&tgnH?FNm@Qj8RyRt zvpL-)E1SRPEQuJ^)G?oX$PEy*UHJ;P21N{LtT5=CdXjCTnU37o3)g3nd4{}h@WFN0 zAFLI09{+@02QZB7eYTTwp4xKmu0Gu6-HOv}{KS2JH6Msghp;7iH}P^yyGOK+;k+-R zRip$?y}Wr;bZ}Yoa>Zk}rAXu^&-aiob)74PsMCcCI=By6>l2coF{W)DaAq5FwWNAn zB)3j^0K@9Ti=m9#Yi4#T$SHEafXMKVl-ZEK(-LtysYhgAAaLCh6mr9V_1hs!kz$Ko zFHugNv-Q*9BDRoYpQAdV-o@;%(R1WZo&PanIwWo>8Cf3Hu58E9M*W(yxlHz+Z`Xe? zZao2V4Z>kwXuc6sYalcal|}d<`7no5s+?CT&>~Z^f;Jt~PZj3Fy-zWbnaE;gxvfDQ zoqWY?)Hjxd#cpAGI!iSruVrPXpaF%O|I#PvsPwDr#8xIEIkZtMAevTGt%}EiGiws* zI1)S@oT8ax0xLZLRtsArsw@QJe#m$@OUwj>Z|~ZcgE`{(hfe1FyOP4CR1id#r3ZT& zSAcBx*W%}~H%jn7Txp>C%sXFy=MLYM{>LFm3ju)q;$wrC5#KYNVPkd-Jh-jolD~tZ z?zCQ6awKdm3X>Rz@kE9y_dpm_kT)uqVjx#?L6KOp;+#XJ0NQWTRXiFMhg|Cteu6}| zcUN*Fl_ngac|o@=PZFE&9fI|aMca$pW#F8C@l>ZReO5!`r7hniRJV^^ zau1;eSTtwa&nJ2NC*+4GJWK4#Hdzo3X7*rSI&UAg)3Ovn>gc{?OcDk|xR=7mq2<_GYCJorudle@tHkToe9<81ATks3S^mYE*xHlkxzkDQ zLZ!5Jdt9Bp=d`;3f)1iUOyP4ZpL+STs^TGLUZxQ%apAf@1+)jj&0X1}YL{M^99DDm zs!~DaE8EFR#F8lNvh-R>@v64jp30Nr}gR8DA(EXw&-_-m?+2EIBg2JT8S(j6d z4tvAjk`$v5mjg3{Y{Sg`iY|SpxQb>~`)n;Nr52==ZbEiTq?}wNDr^B{Ep_FThs`T9 z@8k7htwINOn6#V7{_*u72s+5&M~(wTVkbndL#~95m9Q1g)LQiomT$OER;!R zcD}Om3;+n_^p%|ekfv!6?D6#&X+Y5vd&mxc%&Ga$<3V%V#P~GdRkr)7)D!e{5+zY2 z<)`=1J0hN-(mBX#qygpcSId38;I6fZi_$$yTeyoJjmDOQ5Rhd@zSm)H72^Nor> zCatcZ4nh_zl4pUYLYux7ffl6Aj{0L3bw1j|<;C%*qkH1bTFa=zInFuFj8cWDT`(UA zUzj`=xHhe%Rui!cXjPzD&dF+DvmM&OsCd#|%;r~8%YoabBZ1HIzkY+TaGG8xPE~g9 ztfWYcgRZ{DgP8d_B8|SHu1{XG|=5`PzZ)yM=gBm3^kIVM7B! z5&cb{k3ABK`cm|r?v2j+mKRI78(%#*(30S^Z(iugoY8?P>e(gi?RN3_Y zRgDoh8Z_>vgTf_-XpJ@L%o80m5xfd655|Z4)3@d-_0rko@*?%^-*b8rzOLo zpyl%IxV|DUhzUsb*;)l#V$avddwJL6LBi#_w*}s5u2Hioq@p_1E3TQHY&p&@D&4PJ zh@OlMQSG47wrQqQq7g^^M-qTM3L1I;JvS})SemtK3Xi8BJtQhEpyy}dr&Lv=X|ZK8 z1f<+x?K}mljpf4AwdKbhQjpIoQtp}RmDS1xv4X3S*B-Mu00s|e12cI36Usr5);8a^ zyS!UkS1P!hBn&c!yffNa`o(%Kk1 zh1KMsdZJ`h1_h=T*9P-@kZc@MU`O@nzy)lw)I{J{9xAV^toAGe5eWy_X$m2?htewT z!k0L#x-Sl}RV#4QaE%a+m?1Q51{TX=OU>+77bNr9JEuEFO-5~DZ4-%U$kd2%nEva< z&FG3m@s#5Bw@}AAiT3dTq6nbYO)V%_-&nIcW?w|O$U8Wq`Sf2Tga*>eANBs(!uMv% zx`z21TI^f}lbXRB6mc$w;DJHPp-!0&P&?a3PK)0Kh*-RXk-bPh)_wt_BhDQY0B(+I zFV1|CD}0{u3HOYwZ2N&-sA!*1U#u42LP+;Is*Zrw3R!O@%qevV57tS_coiB7_h``V z)Q&7NE5yc49cje4Qb&$=sg^lTyO7fI95Kz;UL-M+SY&+18)9(At|E0%dlE&i_;%^t zdHf^W48_e9bpxBipUAnS z^wXSW%wxO#tK+kJNAWwuhzRM8_YW-+83^K+Sa=X^<8b>}W&Hix5 zAC3}^H5{BRBwRVv+on%*@MPF+aP5(Hkrzg%8!5F84%5d5HY2MsYYBz)+6gV@Cdbo& z_!1@>2117Qg&`@EWrO7T%V>H!qnpwzZK89~Av2xj@z+8)71KH349^n3RzV%%cBry+!La-47*U^%p#O@$g175 z>J;ht}v#z^_kcPRCxxL42Z%fdF*@ejbkM-gX zbXgo!1(eM_ zU;RP-Z-?FB;o)5R+d4WryyB4k7P3BX`ozVT45Olytb5?WXz_XLYtoJy4&ik7;Kjj{U z>v3L@m^RPzcE9ZedcRSbt##$k%dz5jo(pS6G$U#hEo`KGFtS{QEKC!cdHsr|-|e~* z=Lr^Z7L1kcE^f#`t6!IhbBOmyc5_Q}_iXT{RmGO6iG@P}#kKT!{w?LjdW?dNydY$z zCZ$&HM9zxYawC5&AO5Jmy?)G8fwTf>bA_AKcV1m2I~n{Z5|_S2)!kVk$0b^V3JO=^ z_V(86TAeZ~IzODKh+flSC6Fjlb1QY;CmT5E=p7Ej-fJ$`#`T3!xGELgHh?0w#F39$6J53rrW$PoU?$6uQ0JD}PlK_gI*UN3b|h7t z)7A8qVN8Tk-h6VY8uG%xq$+#m5quuB+(0FZsTdRj#LF9|i=^*t-eCkv-&r}4%YcAb zM$iaUQ+&d5C~)&$mSFe-1}H|QFs*8ycj8O&fPNG98U}QEJo`P3!p2>(U4>4a01yH@ z9+G>S`?t&Y73n-0O-L2poD|L zg)rmUhueQpdeFhgglVQ=P%@~~h(^^Xe8a`<~@<#w#yA{DjO$ z@*VTA%t6LI_2o6){oTQn_O`a~A09~*EG-=yK357NAr<0& zFf{dKSvSdo!uxPX zy}lC@1Rc}M&Qu^`2#`D*ORPu`gT1yAeYGQPBD>Md3oSR2YHfhKf+~6{mB6GN|1Z~9 z`=CkmpzjIAOrj^d z9J%q5Q2(G-kh$OBm60-XfD{OUIFyuP2{q=lR^|O3(rs{Pz@fXOGpGj|L2~=8e-K=` z|GV)E@NkQqtLOp!cuEHWrXd4@Z2M{>)3J=hYlp^AER8KmPMHrNHomwVaGIhD%wTua zHFuW*m|Q?nP+=-Jr(rea98D~<$q1xs1mf@-4c&{C&$W6f=tw5N@z3nQ{<=>J5~6m_ zcChPEy=Go$q;bYAc`eoN&$mNGHd9x1e_r?xZUk{Aq5OtNp>NS_g_pBlJ zz{-ET_zJ*wwr^OS2UTH#EhoHVWs9qBY^v>qt;zUBCJQ{DGw&xDkDx92WtD=4* zY?58t!jx~7Z(7(G`~K<{+?qrgZpm-S=3_W21DY?ac?ZlXV7I)Ta-0FC6 z76^M@c)|aN2S(Jv-vgrP_{+m?@+)%&WQJCN7N0O*2ah&?1`&q9#A*g zXPFq9F530y0~g!Tq?QRQERT%Lqa6kJ3~_F-@4h3*f$R*ZiazQYE%?qx9`nz1oa&oB zAVq@`U7**wWkl;w0-nUQS7XDeRVm0PL_Iy-$v*MEwGb*}zrS)2;6p2o&;a)`04Y%~ z{!>zmM;3uM3?n*U6j#`|K6AF|;>625ZqKZ#163zWX6gpnNzKaXPFzq1+yCI4J84mY zC|{E-?m=S}iQB{fHlQPoGvoS9!KV4=kP z@kQVdqV4NCA3cbmC=`proO=Jsel_>vu99sE2c6a@aIa|C={IG!8Tg5`>CM zYV&>StQ82&{+Dr_eZkstluf`|joK zS(7UlltUQWPuOe6?s?ZlaN?mR?s-C^_~b4j9V2}=s#|lrz89cGit_=9cw+9`1tI7% zt`aEZD2&`CSc-2kb9z4Cx!oazB-{ic|HbuwSjlC*A@O|lI>U%CC>--b;LUhRzDY5B zi$ktqR1kFoXQPEin)rSjvi!BbdWPDorL%aDT&9{><#OGO+9=1!rJj4orwS9u#fws z&djm>>&0wwqR(=}(K_}#IEu_FF1gmyC@1jRxQtU91Ju{|-x;~mZ?+ipiAlYSHKT^z zzaIB2NnI-8%UUTKb=FN}F{xd-+IKo^Tlq$L?qx0ho-#dQSJ_pwYaA&0#AqhPcA~zh z@UUnu#1=gGT^zMM(lN-DA_gZ}DM}7gR8P)ah}P4JA0XvTv>e_akL!F7yG-NNnX3GM zi9mXz8?*(q{~k(?P}#f1KqE?*P#KI3Y2R-SbirVF(6huTZ7!>xDB3R8AHD+;kEx3| zch~Q7e(tv#Ue!r=d%0UGyw91DeXoa9O)-#swuM;Bh#YOj2-}VrEfh#W=OGow3rc9q z_4ULiprKpxKM|sWt{(5{tT9Ial8zd4-Pdo{jTm_WK9!>COa(hp9a=%UT}9T`fkz-w zAQxS$S2s7?G`o%EQ%MKzDoprfZ#=IET9En>0uU4^(%1;oyuBWPQc27qFwT3+3t~UG zIEX*D?tB0)0WLHw1mbeZYbE-CN>&&)Q>#|Cqf)UP+nh z5^KxjPxt=N6G)(Q%YQFuikhLt@s#p}r?jpS9C7|3~ zwzA16OD2kKig!uoLmb`f#oeD*DKYK6U?RLQXu&Dg{-x?XjW0 zl)k+O3(8M`KGeq#n;Kz`gaR%Yi45WXqDTH!B2EP zgz!HOt-N!An-FF_VMzV(^s@d}uZ}UV;vZAagN^6U4BERH>?brXMOA zhhczi9I4~(=B{S4Cgl)KAfx$3A@nBUsm!uf?KS6xKGg9OuRR~W3ch^ig!|Beeb!A+ zdKN8;Q`+wETjkwPYo(-%ubH0el2eM&;`e(6vu`Cyt#F!$?0pKHC8qeST$J89=h+>z zc1K?)3`W`$de!GIr&YGvzxAs7sWtDk!x<#Me8m)r7nTl7uqndiby2mcG~(de5A@L9A%n`F7m;!rv9-gl~;*E zeYVnzf%D0+3VEEbeLaY;^Hz>lib%?W|7>h^OyK=3`sMD|T?AS<{YJAp=@}Hg^MZyl zQHM+w@go1s2HWC1$?TS6_t|!!9`*Um^5pFLcM+HODx0}pl!;$%%5Q{ME=f=2nG{}s zO%nhkOmDylGY7P?F+FPYhiKjzS-n*CE3Tu)6xBu;VoVz5yyu{-*YOg2+s`N=cf)60~<(I90SCn1lRaTard_rt5@JXS+6V;)qzLW znAJ9e(c=qqM6CEVR$i%sHxjLr<3FxDEpI*a9Hk#IqQ`+ksh&6Ezo{NHo=??Tt@r{$ z#fD?hS-~~z_j7I(2LT503+vmh+-i}itH|_VZrx8-#%Vg{wk!U_m-F%K5#wiu8HScF z3o*k73A(>BO(w?mxc51@4!C-S_IGXCuG`(=-QVEfz~RBcpM1uh(ion#+c4~hsK$nP z7YKql4Y}pikM&j7n%sJ6=Ma$Cs6}WBcVxh+qxuQC(L5m1v+c^>@UNL$;4;(3S&)Rh zbtHHbN}5aQY}Fx>QcfhxdwqlW<5@AYZrka$ayuzm@O{D!ImWv%!S*5F%WgCqsjOoy zgXt^$Ntr~X`_s7+ozG2&=hTlH7njT*c%0HEtG25Srw<=%9{WQ3;!5IL=bV^LzuKPI zKHa$s`el8W`&RxCt+1Q0Z=2gJC@bjuRS=lCHghw3Fl&BGwb2s(H*Ls=dkL7Qv25P4 zT~EDL(9W|)l=~hR)J;EMu2L8FZ8L*%a-YV=F?|1ne-O#_8do0HlKjW2kL08J*=Gj9 z?;sOdxf552LaPZ?6(vbFT9LlQ%+%tL%E{6py z&zk3)<4|Zx%7x4986s8L;4>E#%aUbH880RX*y$hcVfhno4J^uLIfkQRTZKetde!}U z$zJte^%JI2+GCbraEn!}#x(evKPR#eg(!BUGnzdHScYzGhxg2=7HH+@XlLGo*_I;d zIq8Y9quh}h-i7K=A)v4!gRp`et>)BzSj@S$ZnL#3(wuz)hrKzz-o%qvuMZ6qC!19& zkC%#{8=I@At4ExMidLANT#V2be|-1$t^NjTI>k95tMv3UyCP%v07xG4 zHuRMS_C@f*Yw`pENXf-6Ma8Z~dau}aSh+v17}zl}(p(Lc_W~*uFeHbBL$m_@e6=w& zF^VCO=*8QWHR30U?2!qyj_cz(M2k)j-_>sUX>pwL zA3*>Po_b*xIniDTGiNbHJi5>AfjKDy)YS@~Ev!zQH7lohM=l#vqFi|dx=_=+tU+I0 zN)c$BkJOvhw-gxc)j3vd?iH}=4Mt~vA57JMOsMSe4<)#=N{wtKF(55CZO95SP?QEi|k<^O_A24?xuvObN4O`7LyEG=(Q}YIogm#O9a;XBuO;ip; zmxbxiW81FB4z&ukrBuq5c^b|32WU|Ec`kfMJf9FH1<&eIbztOxnyA~w%z@<=zHX%q zBvFA~AI()wyfrpU`;8_FW8`#4Jg?JwuuDO&$zJ#&?9rJ~n`n+b4j(VSP(P5iPdVI* zPKN>fvsf*6PoLB^@R|rcgEUMmJZR$Y5f9*v?p+c-CX)n!G9s((RKosmGEE49LN9V1 zjt{JYrO^R~OwKd@OLGxDM{5kGwm$xE@ULpdxJ+9d*qb*8_-j!yQ`Wqu@(V|WLRgyN z({>~-vpQ7cdiY(3jJ7>a7D!4Zc`EsgZv_5M%ImcunH?20{Gz4A+0>y-3 zi#B;Y1?kx3$25pL*O1{f%Zf=Yu&17TLfJ9@T~~WeK3#2otG0&w7G1!?qM6nBjzMdXpPCUz=G4O`5wsan6^|6}0D(mq;L>r{JSLGBlQ$ z65M%*7TQrbWYqE6>Ui$L&f%AMC&$O<8(z62!8?R>B6xP0&yzNIVo?ap)>SP7C1QxVIzQL8aaF3RC}`7} zoBpn2>yGveNk`G{zibSPGN#Q*w-77MQ_;Xz#Wji5wPV>oBtI`O$QZ%UEXrG*QJE<+ zVDNHHjf_N}8v0$hEEC_DsNJVlH}7#aA;?b@%wtWvznHvYL{Fw&BU%gCbpkN-s=Y~g z^^aS$bwA+Wv&1^PVrIQooE23R9C~L@cIO+*V2(D=vM?)lf~$t-4HCm{WJmh|ZVO*e4OD z^7<~2WSyQb2kgh$*qqedtE;D;@MlcM;XJS(K(Q#YnKi63lB`OfOpkevVj|@Vh4`9c z&W>~I?^pj?XYc3m0Cl={&@mBgrk`jka&d_!i`z|eK&DJ)G^-C1Al^r&L&ULej4f@h zjofASQ@cOv*{_R8FcB)N9%K`wZS##?sf5#SqDZjRVj^4OM$NcVbv9UBJrlw|{ z3>GIS5-SqNDSA(HjyA#~ywmkoCWxxu5_cK;k`QzRh}QRJb~(&Jeo$ z$XO`efpU=!} z=4^Hdad-;1=D_g`+yMDii^2RN=~n4pS+&i$DFEbT0oV>Mfecv_%Ysr!JyJVS_VMH)U#@{g$D`RPSHdUYwr` zN&0%Ycz>tUR`O{?MB%n1H#aBeGc`3_9*CAs2aXi%^tXaiEr3F zkZ)8``=Jz4MN;@}bfof1nywW`(Rr2IEKGAcCrnme+CO{}{?WDb!t3D$kmHU2ysZe0 z3nAAA5!T~4j@mYL-)#+6hVz(k4NvZR{rK_0%*QnRc(`~2y*KJ9->_DA)ZvtSkzui# zxiwdLqh5O63=#Pzc`u2>oqRRFGpG`QVC7kvu&3^RCe4@|^)_!YMWSm|%Yw+rm+gW5(Nm4i ztg5WX*~xG;Zmn#eg*D*1tat$lb9hs%^m7E~KJRhxL6uNiwyUMkorbq?@2wRgx2MJ9 zkR2(4OgIZ4%ke2g?!?FKT0i1Wg{gF%3e%LFLtB1NQ>q>LdQ7G{v--T2RwSz%l-oYS zefZJok-Vz>5iiTu7C-J$lJP=2iy^KVZlu2z!^Ic=1(yonFfeEFB~6!*!I(L|Qg$2m zH?;RK&$9RCK0EelOAZ5WAA+27;e4fhtXXUYRwY@n3bo=n#5J)|!VngRpl^q_oo`W5 zl$8ZEI{tjU{=)^s3c4jC9YMNjTMbzj0Mul#R`u3B($dv`d8Du4?G4`QXM!7tGxJy= z4CgU+S@_yS$x%xltA(_&xV%Vdfq?-I0D0WR!+dBtNeXCN?U zkGps*#Aj-CQ5Iikm@x0sr;o$!k8c;svrE|7&u1Hw9CeB_I0e-hNYKhRx;b5ieh`%T zmC(f5boc02R(7<}Lj+f&Tij9P6gHcOlgrviMaA>^at+f0c2sNi=1b~zY}p?9l5~bZ z`#CF?frd==d88Q+X(jF(Dgh{t8Si~H*oRl>TijA)Ep`i?#&I*o_{VJ-<%qNPQIQZ)q+iip8m7QdIfTAg6~%W5dHHf36oJgPB45XXqugh!D)@?tsY7PIlQ#{gD7FA18d zYDD^|{>u5yvQ?bo|^YD!);0Q!=!I1UUB@otH-N;l{J!iu<=U0gblrqzBjy2rH%?M7KT29jkdt|d^S6E+pLn+0 z{J)Wn);{T~paG%-U$PVZ%`3vUGskBwtpn4h$>**(GwuP6RmSI>dE?2+`1lP?O|}6^ zhw!JKYOI?*b!!IFm^#B>;;u zV?MY9pN2h|np|XckCJY!{SSyH|ntcyge&2tGh7& zj}HLSXl!w#iGZ4c<8{6#y8IxI?NN$TFGBB zv39?~n@4R@ayQEuHw-#rN~gay20S)*8Gr_ZcnuaZ;}g=$*QADD7nUce3KokG`PxBQ#H-%_0P>z_d_ z@I3#X?7&abefW2duSGY4;+$UE-g`W$1n5@OULx%b><*`N$@E~ZKEEfKl@NGwF@5>@ zBUlknYZpDPs4o;xz~@f_58tt_Qb8v+&9|2T0yj1@dUd0*-HdKSf%KhV5vRsZXfqI~ z3UfTOT|Z}3XJmUn0o&aqdEMT4l#`C4b>ttA1RHh)af&n|$=G{61Ka#~K%{_L68-X- zH8Q28@Y!}^4|g5+FtDI=UKVRO|!eF|O7tlIu6+g_lZx439sw{o%0_AuZUDT;RcC%U>pHh5s4- zj{ctq_}9ziA7gaQjGCr?4DzLmQ%x;c948cU*<`@{bgcIJ`4%63VE;=*}~ML`Z5N+xjA$U zsD`d8-a7Ve#jW<`R<3nF1&e|pbpo)Cz|>soCWV+rZ03QO5w8#z=*cIP=;rgLweYgo z#QX{4+{A6p4#!~zYXn=C)RXef;Kpqlj2M|Nk`=OvAu^J$_11}(7t_+F;KGX-YAj8cj~U&#Jww+Sv!npOpZ$=#!%1v-@}UM z0(;aV{3f0dT-lpW?$3P>hXWrrc%;J0!hlHDZp>S&z>M4>BB?5A=&;W_#A{RfN&mLT zh2(F(*9-su0^paY6LCCh4Q4-2L|(Q96TY|k`P?Zu>LfjO-I_Q3%?X4c9D4=PDPh?q zDb+bmhvLEMy^Im%m$LcmnPs#(1MOWt@QiK%Sz#4p0a^TqC7d3*>ASG zy2hU_>*tM5t3hVdf)@hc6QPj_?X84o6vuo{q_lj<55%vD_bKT=D`W!Rzu(H~&E#*aR!&!DLh&lRE95_+*#9KW>{wc0dg6 z?W%^=#I8(;C_A-+Id%Izk>5(^JGT3mUkuyYzW6;gEI=l^1_jGArI!nxjhS{8Vw-`5Lno4?x(!fv_GDWhhVdqWq4KVFQ zeC$&D(h(>68Qp?RA+LGZN!6ozxqeOIby>nVi04D#Qcg42*Yq70qxgpspn<`(nemhX ziwUdKTQl%AS^;9wy}wrGe+mEf1JW*d>j6H$`gsxcZdKWSi|Wvs&zKFNP$EJrGI#=Y z%=U#^aT!3y%HNe}oVEh`STC55!f`*oD3kk%A9nq&6A~|XIdZ>Laj{!FpUT9u@S0qo zUYDaNZ>8vfjuS1DM4&bR$sNIi-xOtl{o>vT_XwB zAqP`fxqnY<#0%l^YT;6Qf+GE3*OqY;GXh9&iK2w>vs3>%F--q;;{W^25}hKiOi`O- z1Y!x}hcUgADO@<;9__5gK5Gq@?Ueb!`=Sq{7XcH?#r|`Uh>-m`dLXg}@(Z>kRP`F7 z%k=pTFD`pslV%uiu3B!;!eUwco2gZ*Fg28ziE!V+Jb8&G<7Crq3a_P4+f^)47kC%e zxYnNKrpew=JTxQEr7zNDRHuZuT;?vm*}3vA=T(y%$Y0=UzTP0OWAL_d%>o^n2!% z7lN~y+sTc7zMD_=KXUPZ`SCzl1AMWdp0}W8Z2EbU|d1Vok5y#kZhr!WTl(F_gv|jE{r7% z=q=EbYx86}uLIJt!fWx4&0y33{#@Af3U-H;%wk4*Hn$hj(^KK^%mzrSm7cYlCJHNj|>HjUk0}(!~?F#bU6pL+6LDYZm4%4Yd4onD~+4gH+ zgx;k52P{InmTch0g>mb~k4i%@go6D7*C6L03V&=ROeI#usr;O3u;0FN)KqksiCAG_ zVZ!~wh{6FmJw1UvzJb24&#$X3tEbDSx5u|Ycd2jqyA~%y4a?U$jyRglXN3U0lbvLlo#yhTr|K)N4Pv^K60KN zH}zlW{$G>Q)GyO`@td3L-rk;MhcMp5zTDcXER?|iU|iY-kpYeK6Ho))K3{{Y2g$j5}%}>NHjTzjudtk*shU^>ok{F z*Tbi0*Jl^!VeHWwL;B0Np-jNV+v_?S@*5hO8!GZEq}75tcbvIao>CcaLOjU-M_K+q zhZNYz!#8ENmD?!$zu<0Q102PF5a@qGIVw8B#Xm>AOH|Y;fxmzKZ?)BEH^e`HspCxX zAHrF1FjOcE(Ot;Da)?BZ@)r$2^m70GUf{odXZiX4u}B603P324Kdp=X{Rnh( z->FBXo0x1ew{;cdC zLWAZhl<@v_N!hI!6eQu|!uc%uK*X;Le_UBof)>_qT}NntH1{I&|M#VmBKi6G&V;J! z>X|$)*9+QSYwP)ItxhK=C+aFH*3B9ky_HiRgP3wkN&`DrWo2cqYO5^{r4<$DS384r zbaZ}xepC4e?gBcF@uFV@vc0{%%@!&McwOxe#?y-s9nRNUA8wCkXt8MM>5-x`7Ve73 z{?{if`+;t#^BdAqQd?V_lr)#sY+f>z&0_aY^hc*eZxC`Oi%CpN%X7CMGywqtC^5$) z<^(yRW0C*F!OPPV4jx{mRy!_TPuF+`lNyDL_m>0b?oLosP0@j17*wtP-RzM%2; zGG&p9u(GmJQBg@tOLxBAr$YL=U9a?8qStF~_@_&=^k7&_mdPd?rs zIv))#H@myAaBz|pOO-U6ZOK?!G0%rf>nO3pn7@8KJw3Izw=a-R=dwSX{IG{DzpV?_ zzC_g->+6G9a~sGLoG5jU!NtWbDK3^uVg!}EbxHgQ>q*37j6w~4H8e6}wOlteFaUTG zwLRZT{Qtb+FQcM$gOK_lCEDV)Zc*2AVq#(f1EJI)cD(zID?owyqeH^|h=G9t ziusTXeM7^Pl$0DOM$`_-&6wEOUTj%BuClDG%eRLOud9CSN8{NdS>uI;g~q%*h^P!@ z9Nr!gkI(dA&T1bQfLAJfs4(Xop z@$ti#FXMdZC}c7q$hupAxC4K1yjYLew+`tTJ_O{A|1B)|#Xd)O^|rY`U8ix{z28-O zf&SRt+hfpd@#oho$T={rRtdi`HZf_oKbp4cd~=-4609|v;IrL@A-5jYVOZ9amzQ^R zypOJlOtQ)sArxXn(Tv3nwRGMEbklZTy~w@$qq7T-*-n-S%tggw0<1fRCR(bw7;Q zSw!+h?+t7nvrD@reZEyUYTlVHVE1Id=Kp$h^0fPG>mVRhVknXI6W_kQTun7&VrF)0 zIB9*Qtm4c2EK4T9e}Ac)J^-;FaCJzJ=v;KoKIxnj(0}-Fb!X>lLQ5u=S_oTI*lnpx z>eb1fx1`{=3CmH`&dEv7=}IGd|5L^|eI1?s{e7P!-e#A^9z*Ww=I4Krq(yNTtZZ$2 z{u~DRfBdIv=h8t!?nNu=YCcnKvHSVo?*vALdgou*)%gN4tv~;-dvU96dSjv_NQvQf zRonS}J-vy6f%^=El3tW|cqH?9pKbsCd;t%6c`<)2?fkP54oGrx^1>7UZ{(xdQWbE3 z&;H~DTpoYtdQ{0PBGRk3Q1f*Ge{m7(2#zKF*wXyfiAcia@!#)mBvRNmY4Tqlsl?GB zllvX?vlXbsPk;M%3mg0V@U@31@tqEFF|j5B=~JZS6398*+jt~T-r4`3YsI9DqKpq@ z39s#0A?rRuhS6$^ulV%RG$bS;CF3~+JyJNmLy#yak9S&j@oB~NwY1`YYp#clIBII* z8`JPvqA}PErSX-rh>B9am8^MXWMp)cl}dFAeg|CpA-cYp6Xt2pcu;=eGBcb1^z3`S zJW?tIcw!=vbAwF#X#_U%BT?_+cS1+CcLK-5a44RzQqcdOtKNA8FGUc=-uk!c>8tgE z_}@N%XvYSoDhw9=7OkcBxtJ3BW@le+&D2~Y{>TLBLv(t*cyW(|!$*@1FJh4jGlEBOghr=S`;^L0NAbg7J?6z?+GozjpzV6mK++!t<%E*{&^*NNj z*s8nNb}Fx+@b%|U8n%C8S%Ti84BWDz&CTLiICn?h3E_}ohjo^$`mo=-*Y38A@lw?# z`lEIK8}(Ek3zR&WB0Dk~UVp@C`{lNaY`tlV*W$~sUyq_ptx{HU{g_41{(l`dQme{gtM;866(rvBr{kAGND zejYE-;ztyemY)88wHsvLLHgy(mr--<+@z$WiQ)$t%5gMmY*_-lydA5G0obW!m6byf zo2Pq=yRC=#FQ2dU5fKs=zhgU(VB=UmbY6&;k(y5e`liGB2t5G%5HJx&LD} zC-^eo*Wcgdy}xv`g6HeZ9VoK>^YhnKuiZL`%!43yLLOld(7`@yNJ&YZI*h8Jor-_J zynQ=E%wr8vpw7w3>5Y*3+FMapwtsT+8+J5}&uTq37P4MOdiswuS1BT%_j)Coeiz#f z3(N>XLBW;7Gp&}vF)a;gBpxTH?R)Kr11LkOsi}5#KStrp)2`Shn_MkW_wA)S7Zw6G zdX4TyYKF!UA*C+rcVf@Jpxz5k7ws1P#!E9wN=q7ConYY+zg)OBy?%j)ziHV7dBEk-f;ioz2d|J(jMRYw#_|+|Xf8p!% zxC+|ulG%M4ya>7PGU(=->Z+<8h)4SRp-pj&;S=Uq2H0AHvq2Vdi+hiufLe%VDx3-o z@gb;2<~*7U6kRm;M0ViApC4@))!F(X_Inq?Yz9-%(b1*eNnP+QhA!!Ra+(t!8_1Ol zxucccYBx%!u{_$Z(vg02cS&oyK}jt}GU5+S zo*du3@e++#6s_+ov9s`}YLIo~DG4$YHB$|`M)dA3U-)JoyV70imwcVF-u*}a$4z|u z^NIia<0n=B{ysmEen!FdsMcBy6&1BlyPGEgqa+mP*>oip+mC7s1uiZw&5MH0a@hSl zl9E4rdWw}}sZR@xKRtbK)-KJ#u~BEo!Vz+)p`jt^wUyS?B<2mZq_^H_Zt44^Nf9C- zCpwj1l}9(LqmW&D?5EzS(%QG4yB+Z^XD&YO&;s5c;@4yt~ebvx9o38 zGv*wgx4KIPsIU_p{g!GVOytlAwW z;6@cDQ`F&tgn5T5j*nD02rU8MRTR%QWF9aq=65x0QRB$y@CUigYRIQD*!~I)=D5gl zZ{$W*F-6UpnVBbEHw2I|CgQA~Nm9l^hT}1+RWvYYaQsmVI95IXFJ z#sxw2Y`n0)s{IN(wql0WFM;5DmDxPN$n5MVP)-L^@5%U{x)z5=o9?NQs%X~2Rs+5g zWvIl%?<6!2qQTwLjDC6DU9*v>5qD+dRo_r^kA4znLOKA5)T zGEdoE$#g$7fBMM8gob=~x M$Ct4SbBOo#75ah{9YgLZ$K2)#H{y| zOZCf$<6=CtYX<**uW|_JjwXBmxPj+kd2)UIN$4#SS5|s5Ta}+#(sm;>MKbR0?wz_e zQ`9Yze&@-$Tq%Nf6bxHGn*<&Qpml_Xq5*g-QfC7s?X@-I7ELK&i<>pw@?v)&dI2xs z3VHx5cUI9cD7TOjFmNe5xOP3Z$9!(1G}hGcbpT1JL9T`=dP^9P|4~O#peYi)uwz_n5P{D2Zulj+2arI(TZEYl3Ab?Zmn#09fgfBC1FD=e(d(}IAjGd51n zf#Km;o~0Ey+rODi1)XL;W;1zDFj0g|EJO-Doiso7c7hXa$9D2L9O()gA=K9UZ#e

    Id1ZJLp?4gNT%6sxhG%gH6bE~C?AI)WBc+sBO{}L-H0`f z1+VSLrlvEBUuORRC|8=bLoA$hzosbJi>2gan!EUmf{L1Y&+K>kLlC4M5IZb&MGaj1 z&6Wv>`*sB-#J9Ky6t|r_F!BVaTOV|lw5bLLcwEFT~qTV@hy)jHKw(Nh1=ih_wm?uA!L>> z^qJV=f0UWF2&27D?B}ei7E@DGgY1#bZ-afMs-O^JYieRLX_SK;v-|t=vM;XFiH6bAb?Sh+| z8;clS(9_OIhE*uT|5XvB5yb4LXB4w)W@gv$M#RYYJu2~ZJ}+N-t&iowPi&f*fle$a zG#{k>5u&AuTCg&O^eiZuKTnR2x98gffW-Lu^CvMeao=^TbQKK&G6HdS7^!@Umq$rY ze-C{@pU3=3v!??z+WLYL5-scN_8Ukl4GUr4c%crozxwxqG_b^%*abi&`YD{_HBtBhrYK@3nC*Up}s^O|Ak$Kwy)N-9sllAXJ?-2s*uliBbjGPf4?UZ&o#LGiBx(` zepe?St;gv2{CQz?PR=|OXRW6Lrbu{>1t7l_{VD-v0d#Sy7WavfT2r8B*)J z^z?`CjX$|Ac5cspy2wBNYri;;%a~$JJUDHGa2e?~gZAij-)cSiX{}{|Ag~ZBZ(l~bWmuYk4ZOxm-#mC1l7Oi)gr?XOBJZ7bGQbmF_ce{Qyo*Z*=D>@4auy<%Sl)F z4Qb%@g<30PJ93-*>V3~L-PV3Cft3hzZc9tcv>2(EN9?A}f;$CTInv3D{K6Hc?1ooY zSFkD{9yfgOHs%_kNGvXv$*=A0?cM#=((t&!St*+IOZL&<@Auf*Rh6W3G5maefi$BQ zddfoc<7blxAO#tJW4$;GCnqO2<koiG`8XXY!SB#F3rP45+n;5eEC_$q;Brz7X8r)=}En9gt8rHaDaF zd4+_!DX$8=h40@iI%Ws(2?Vs_p_TxR5y1bz;&p`&YvxGDst`Kfl2Ko5^WK|?zha$%mgV25Dmv*Kyn=bYU25lgTr;AMIeKfMKuHy<6;(1{rY8UW=3BE zE~l})uZhem`jRbF^lpgLec)IOfX0I!%o~yL z%u9^FN;I>mp+pxK-?_?%!}RK8>x+rCkO<>u2qpm_fEp;9!100qpsA_5ySt1--=3UH zv0q^^ncJuqs+lN10Rh1stRmhCQ`Ot+D473}m||jM-9(`8Q4P4y!^6|3gfRW|bPCwO z=tava4Xs<}pZ(zr8OgX_o@_;l5x4svA0A%pEry8y$*Ge6|9RXoqBbPDY*9DMAGJ37 zD$roDDHRkH2$+t>)+l6b1MqwD`DGdr96)t-^{t1GY*{AABlq@P1)TtuLXw!RwNa0Y z9C`)mxwwUeg@yZZJ#IZI*Orl?q4vFONuT_mNMFNj{z6iD%lQz}4j}hxbv{16^l=>Y ze*lWS*)z?zT5%P92?9A-8$Q0DgoQm^K*VzDv_QjMJ1)XW^FWV`FVLd4bG;&3&x(b`(G-3 zrKX?|d9m~J&VzT!P@Pn4ZERMTmqUJDItt9ZIaj^VE7n--g1wq9)nSgKq@h79b>pns z8nyzh2ibFDeOFH@e9#jEJN+FHB1H%CJ${$vQFK*6$;_|x3&rfW8^(K4p z9&(v{;fD_&^mPMS*x1y&?jVt5RJ+Ve10xPJ;KDkUNfZ)=m?R)aX!?_y6Ur4GQ4k>y zD1q{cAtEATBwAQ{TnRKhpH)viuFH$A@k%;A9W|El)?Qjk~6J79&n1I zNjW-u9DR0viVc|~XT9m%M@BwP)=_fa7)L=kGHV9(Xuj~_Y@ z(r}0wAMQK#4`+x#4O9^ddR>T0qYRA0PEYLZ2IpVYP_7fJsJaa*0VaTc0EL}+-ck)s zwCO=OG*lsu1UNWJk$j|p%nb~_1FHtd{TMQtF4C0_-*B1b&d!eh$Bqu!@{Ai?RUL{X z6L2N@QdztMcImF%{-bIrzZ8wPxVS3dq?!9d(GUc-D2Yu=`qhbs&#iFruqw7!0KWjr zm=tTILkkTsbqTO8Z(1!!@*Mo8JRvU`pjwO6Q!TBmCR}nQ^9^es139LrR|n5R!lrpc zvz#-(;Y4iw{X0nX_|sFUHf2wz$}Q}Ge}a5EcjOiRkAPkptrKDgNKe%eN0(>MUOOzw z4!pcSn8pm@CJcS&%WwHge<#ZXta@Squ26I5rr#33&-P{mJ^*BbaU%ixG+g$63|B#c zLQdL+QbpqIellw6^P*H|9A~UgnaRna-i=<{)Ke_~3}S|o2-MzKMFhIHMLLp444jzIs!$~F z-hChVhd6%r3^8Fw%&Sicup{M;#z0%DwS zVLWkwiPG&U71@KQx>Ub{RY^Kni!4~Ueq(FPs^Ds?s`i0QVGQXG9s!aVM4#Qs)(?O( zQn`^?5-(&2Fz6$kWpocOu<~>Kd6SV$? zQBi6DFvY&Y|G=Xb#CoM9@v%PO+JB^LU?BRd#V3G8lSS$jzBF{z3?GIVB52(E82{%V zE83A6{z-4%K<8)e;P3+y074b^u$mI`TyOotTj*dSSHE=YmulxhQH3*Wu?+2lzZcml zKrWy=ii?Y(gYEc!wDrSdxhM8x=6>#y^Bj~U#L1k?Qk%3}7qAR96e?SjWh4RE_r7LW zd=00S^wySqET%{5OLzNri&bwN91i`eCs~J;kKVrnLMA(#?)|qr+4z4IpV5>;D@F4U zVgodVq)Ccz|J$R(hY;TfTvA#JlyMa(GD}f_Ga_#jI|qw&mMq*8f3YL!FkT3RilVZz zZR-v_J$<{=Tz#HGM6Cgk)%&7=yap%f{q!pbX-PdQKJ-a>?S|I zdVz!U8uqdL%I||=*#cxTc)FPeSS#21Okup}+bG?r8GDxJ=jXt*i}{}JK{hV*NUi$c z7q~CaKQc$=CR+&#l3qa6;{wxQqKu=ozPWj_J5Qfe3z;1#8PL4=^(x+^rLAvlIM~<} zm6Uw1cX|x?lY%1EZZx}0bSWp`iX$#kom$enTGSE_$&BAZM^H*i3Iscp#!SQdC(4!D zy<#TKp8b#whK4F#=G#6hJp1^g#!AJ?YPred&(3^1eZ}$l@w2jDV?6)!1pIdve09vJ zp0s)s(bC3ti@L8wwzOOT0hXDS1x3zpeT*?6;2K~KS%pPOaj~To0)g0*aCUYEt_xE8 zOMsO1D!|?XQJvq=AR-~o)j2hF3_bXt(VTX_3*ptD z@x|_w5jI|4UO=DR*&G?nVk-#>`2XtHmAr|NW=7WkQN> zY1p*$yd1RTwmD^$W<^b0L==;?b|q; zppHsJH@^DE6L8?8t2=(vZ)UKmAOIhAAoH&?F)=yYQNZd%M@9MUFDc0dBp0ea-&c@N zoZH0Al6{fLx%EUghlFL}`uMxq3IbB8nj>N23eyyorL@KQ;XLBnlalpWQE{>S18AVg z^e9QqqqNZ`(nst3-lW!+0g;4-qA$$)CKTf=DKFsq%FiFZmg_Y#afet1wADqJBexFe zNPnPEpkZyZv9Y0^L9_-VDcvXJ&0~xIO zjE^p+7<+{O#mQZL?mz+SK%2DW4vvSorB4@Pm|36Du3d8{(`F3f9C8LtoZVkoDJK?X zR*jCH_p_UO=WUO}q4+H48v`CTb*MW!fiuo*}O`E6(R)8PDk z&btG@jtJCyPg)xx1C{BOfFS5=?`2_c-<=`Q>}u?x!7~K%1O=|pN3U#cIa*o4H&(1@90G(gHa6x*PrHIBEaiTltV|c~ z{hPIOVQo0W-{1e@-!2909)o2ofPG-|K7qU-Y_3lBAj&SBN#^QwIUb-zHO@wj{Wm7} zY?eF@>W}sHzZ+c4e0_bhUt{jCKMjnCh{%z8H9axm0pyi>3U@lN4k3M>YoP%b+W;g} z$Huf>%k1w1EQr0H-P7+Mk7kOYK3;3G)b9kCg(`ixFK~*s z2c&XcSiCka78a6d!W1Ji^w<2GK(7F0X}2R|V1V>zY>c8i(rv!h21h{{a$~q!j6{FC z#~)3M%x=vN6IcKBNSK8ET5+>OlTQBrZSZ6cG>Kr)Ab{TRcQy4rbmc0=3);ImK~7czrT zF*i3ig`p%vu>wM$;@QYE2L~WVE1>lu#F`9^ZiF9z@WVN`A+^upR}m`(*ck=9cnWtv zVJd)Wd2$_q;g8-MTMz@4V3ZqVMM!zHu&|((bcb(Xbue`lyO!7+Xm4nzpM12}xg!ru zvcY@fFv;A+;39kSiVCZ$<{?)@bx7B-YVCV!y8~Q_g>Ybn{U*F5lF%A#MyMDTN9*6< zeQo9e87Ff-jCPB_ZuZ*7MrCL^MBFCs*@uQm)THniY(JYu8j_fRD=w>EBk;J`!BOz#e|km&oi`md~Mzq|Tb{ozG-X-WQDYnmzcaBk@L{$kv`0?)wPxR59HM z)?>8iuczXHyy#Vn_OL=b%fzdFx$qiGE(AD{PAmBkSoofQpByH_ISKH_8LivA1=);( z!ny(#`1cfc>OP-NQ%j(-uh0JcX|ne?OZ@r5Ca4jiXGtr)zp7(XQz_jKi zSUQD1j-1ED-qyBQgO2Z60y4NXn7Bk~NF-Cg3^1y+;T5A6ba%vVDGy+^n3ZFYm_u-6F|uZ7SzZTWb!;JQ_7wM*X>qzgmH~q=O%oEKmCR?9$sDXS(I%h&) z25*aZ?$6vAPutJxPoL27Ls&`i(_;oM_j~E7Dm%k)pyK!fwgvF_=!0F1_;Qal*p{El{6hff`X!d06tvB`JjHcQNj{@W^KK)y?qJdU}anBXjAT2z&)Qq&@GgR!gIw4%R?3| z!*?YnYq|i>51q8H;U}5s*w`#SD-5y+=ohzI2^l_iFe+ZG1QrxnK_T3H9@6f_yUgne z7OD>9MU&(X@Hf5fpb{OYY#2-{x4-|> zK%RDFT-4FUB0sgW`vbU^m)w$H{(Gytb0#NSrEf7Cdm0V{3dMu~^Dmv_4`%IgvwT8A zHtH6&$^FbTZ-fKRRw>T4PgHKIp<^(BF!0w|nA*}G#!-J^S$b$9Z%KT-JAZv~r~)*8 zpD9A;`v+4Apfg%txHMv+e**3q(2JhQ!THZ?JzneG`Sx~zec4j4{I4%xDC$2-0NxNF zsg0$jyi#!-Dc2+1M2&13fT0Y(^M*evkvjcqej8*Pmo%i|q|dhzE6p-TWSVTif;^FP zZJ7dvczJCtoD{y4%w6I9{PdJJ_~px&8d{|CAX%B;{fLHb=KHyzSVmsY$H&LW*qG@$ zZTXaWVS@BrJ5pgy^=eNOvTvknhn**X*mcoWB&}S88KtE6 z9<=HXl6soC4?sOgNFdyg>@f-9Mp5xP-hAlo-4TeKi_tP0L4aa+FNJ_m zt)+}yAP`qn!j6=O6_BUb?e37S?m}-Xn4Q5N_(6HD3i>nv=bi0X3q#s{*zOpj%%yQM z`TiE-9h%t__#yasK)Kzx*S1E+^v?6XfDpZJ=8G9&&a)7?QDfrORmhWG@42B1ZcPk| zKF|v{z7_Ps`}fA)?k!s)FI(_CKO$;42Zr>GL169#fKAzVZK^tTdk=0n!{R!svyj{Q z1QzP&2`B2w?2H!xt@|j)XbVLkLqPX@L|jL(VgKyeAe%N{U3mVX={fVjPryV_0oT{p zBh60^4?_~68WNF{d#MwR9YApa3Qujcql4Z0$v0e}FXN-4`WqVPY;NBVP_zi+1jxC) zvT~#AN*INnmbG~68a~On2*7p==!O^5OT8>K31gnfjp08B-5e?qX$TKDs?ZS>Ds;E> zxXDTV6{Z6%QOlkzs?We2jNg8*UM}$Io=GFp6YyUsVtJSK+26HQynp|`G|h`UyMS%T z?>&i$K*y;gRtb!(t*McdXK*yX`(z3Zi>!DA?M4oWk(RhWa2TNnH2G#_Uk%`Kg(M(U zb6Jp3bI2_4H9dZ=Zwj}OJln^oQ`nzwjvtoX%e^^(Z2O%62cdr|{QL$9So|IgpuG!h zw%F29O>^&xIL&&3P-YU6DJ>l`T0tzm`?%im7UJHqiUy`~db%bf7B;r-7hLe;)r0D%`yK0t-)E2`qr*0%SkSr092j^||&FWPRRuM~t7^KwDt)NmERq^DC{W7_1CB zu?b*_pvgh^h^Xyrohgh2Y!M~jf7`>u1DgkNbD;M1{Jc?3mV}pM<_e37l$4Zy{PeKJz2g=kRON#oiEne`@ZT zR{!M5lfK)E%(a;NNYD1gA&o&}2PPJy2LVT*n`t0FaMBKKX^|M=;^o}~#{fGYwZ+k4 zyo@C`I!sla{2}BA22DU8}aK3eR$gT?*ZA{nfNLFjHd?b_(Pon z#k#d8>GPnG>(agtnMxUqXucR+%)S_<5F8!X*a4GZ=wVrhZsB0F*|1)2iBFkO$e(;+ zNN?uW0;OT7GqB~k9730g?-Jj<=``seiBiWcwSP$o;}#*BSr1fI&3(~bDK`KT0YL7V zl>Ka%BaWoF0hDWPYv8;tKc6$ZaUfF%y@swj z!EFlNtx2x(Bs^P@`7MVY#uFi4-dvBi+X11xfoxR&K+W|fO=f)Q0O1AP6_@cx_AqzQ z7O@C8pMRl#5%@nG0Xa=E0-XA#ggmzxW8Wf~pTGLk5k}b~m`BAMvXt$MgM))+cwWVH zs1{j=-U-|bRCg@p0dc)!fEv&zZT$Y+a(<;+X{Mq_K=ws3@bZ-8vSSAX+59pP^FkNV zE0MC3le=E+>p5E!=WBwb^B{l)YcH0`K1oLAaa)GWS%SN4)so5$2ZqG;u$(lQ6O>8E zoWscLcEY{4%O9WtJ8`mRi8i>|UuzqiuqoZo>U0>Uc&?fReH%f&U0n;*ltiMNbLY&B z`1>(PxtrfkVFRJ@+PA;{ym}9tZ|VL*%)7LWM#{-H@Lt!~d(~fI{R;ji@#>^9D(aRr z3N?$`-rJy{pd+$$Zn)0IcP22Jz{}PT(uf1imT25h#JhDcLZR?`gUJAhiC(qhq9U8t zDJl~z%C!5wNdWTjZVTgH#N_Ka-ywG{`f^l<@d%fI;Dx7WApw=yX7E-#a4uQqcb+u4 z+kmMUaJ&*7D6qSLFrLCV2ItA%-WXWVCnvd~zXmn~qVMgW`x_O^1v28`IeIDn)>}J- zkZuzH_U+r{&;lq!OUO~YBGX-J{>wluB|jIyGUW~^TdC|i@<8lEa4wD*?gXWzrA6Ks z6cM3lm)iPPfLW#+IDI!JE)E`}s4;Hrql4aagibN?x3KVVh*%20v?_$oqy2?1sGhZr zak<4Zx&nP9+;6I??x7iewEqUSQ)HAIuS9m$ahCMhHt6F9o!8<4o?A0~&&eZ443M#b z196L(YB*3?+LukU)E61PX}ptf9njNe2XqPGt}QL`1B`;oWc@eZ)o^S9z|W0(*b6m? z*EZ)}_J;0lLl$2&L3?|9EW28%+u#^oTdQSR3Qm33e#vr{Xa@qq_wn&^!x|>L7TaO! zG|4$yBHZ`Z8O6p(j3!S-=`Ylb4T0C+5xqw8v!$)Ckmv zsP2#aYwnbpTW{dGxa{5{xuY#g>1K+7Ak$!2_i3;>BY5X?Psi_9Ky2M*-qSdlv44)i;^`D=n=UZxw zhfrIRW{8y!!xn@hH%Wq(Fl9!jC{$M(&2v$CpT;2;1{?pg0 zt0PKjPun%p`7KvQB zJiRQT$efY=ac;_#fxl*F-$j{er+B4a>S&%ai;sVdTR{hJ{SLoEY{esoOC`OmK?I=i@5>8m%G*$_m9L{wC20bU#9N_u)EzXNYE%KntQ zYHB%sjUYODeueOX_$d~MR3$E_3#rJzJUu;yBK_qWMp&R;hhqR`eE4TOHQ8a{9{^VH zhu&%inTs0^CnKZW@e@$s72>LJe$YqVbM3l&?irSqWeTc$*Q~a!t*!5y0M71I<@4ju za)l)&BH)em>}+&f2Ki6Oc8C&k=s-|X5{YgQeKMzQh0j=Y0d;2vI768GFzynlY zGGqGr)+kq4sX^LDM@NcxNh9x}{kL>Ph@NDXFv~FD-(ep@5yf2aX+HsZ z2s*Nh_rbMP+bn(J@7dW|5XvGj7(0#xZA zbmV9i)rkt2E{lzf>@#59RlocOazN$#_n=}Hm6b*PrGlw5Rn^GolYaIdQz(Ss3@hXp z5?Xa_YL^TX4;m)I*@;q-6j0FN9&6nE{2vT3qtHE6SrR823M7h*k1sjb!zWCE5b*Ny z0zE_&OSKVx-O*QYF~SswMHsIvQpfcqMPuSDw(>{hPNYKpP!P->mFufXdJu-i9B8!T zZ@!?4;cy^?DGiiD1zs#NPW?21pTK;XwR-Ci)-1n(;eqZqp1_wVQBqP<(@DJ)oS51| zJ_XPY=;N+YZD=Kuv{=Up{Npo_l+q@v5>|az>wn<@u|I0Ouc{h|M5Gzxt*uQc{$qMN zg=XyAw;=L891XlkzV`Q4dt_Hw$Whc#lQ5|jRXVL+qv0K3vqDYOLoCn|6MonJ`Rf;B zgzxjJUk%49gbWjz!n8Crfo6@a7R@%`O1!bw9IU9dar&5@UliOlto_Z+%}f7OP%-hl z_H19u5vHwYR##U?k+7wJ4}zLS3S?4q7Z-Y3+N{IAHioo%XuC0~OYRq~IYP_8&hxye zu(0&E!3`I%|C~`MfaMVeu)_45_O(oRfT1&`q@?r&0Sj<(EK?HM)4VVq(~u}gNJVs^^A|cD&ra&8|RB8 zU_vp1X*_TXTgn;bF4W16LJE5U$(>ZLoUI^g^2PJ#MOe12bZEY4J@6^Gxw*&Eu~7G) zNrb-e_HNvYZ!-vBA$Mfa!oMW}gdyH6q zY4YLk?Dv0{Vy(Y-zyI4i<9SRDGiEljNG(9jmg%vfCG=E+v<~P45{?G>3=~M9{vEfC z^|%m3=)#XI!ER`84$bE&i8bLrJGu}duPsBxK)iP)1^h37X-|+#o+ut+vUx8fk35v5 zMs?OG4-)fFFs+ifh1Gjq$`&JtE^R&#IYFBdgo1wXXVk1jlU7-R-`j;#g)$a5KRu1Z zBe_ziKp6|i1H4azXkB4883K0rEe3_EMDi72z+6UdYTMN%K2VW2?3Ed&Puw3)V)gU$ z8}=b#0q#G)&nizoOtlf(z-&Q>@f#2S^0GkVX7O+^)lcxSgFU+xkvLsl&FhXyz93I* zzXpj2$T&?gMK{%Fxy_`v1V?}}@4H{`u_ZXjC@@Y6YQ*Gi+*d!5!}xljOfWXQ7``7F znJtvkD|s670kIHrBSSx6O!j5bJ4@27L0WU@>(aC^cOIsb@t5>4yJ9D}VCH;kdkMo+ zoCY6aj?$Cv=$ovWOMD`ETx=oY{4)}1c5(n01J-w*_y7!%338lHEQw74YeQ7bA)u!H zthPXXHxK;|#Q8W@9|L(5V~zji%egYfx@r1vb?et4>PF2TNgoSex4N%Jzc+o7!4aVN ztFzHYHI21p-_MhkoRTdKp_FJ%m$ct?JDciyfe-uS2a|2B4V za~br1!9Y!hLT_TRKrLw#B9U-a%B=77d8!)LM~0FSyRS+ zT!F`rlNI@a4rm}~{@|oDf77NsT>QlX)Q6l;M?(*MQ&Wm!4KxfSmb&He$UU((~~HE(rRZ5aP`&D!1Yfj z?i?H(B*jP$TkGKPzyIIrMl(I_gcAb{Iu5cg3~o5c4p?!j_23rq3*>|33#9mhOzoHB z5AXL>G@cG@Kv+{!DITS99JM5V0gMG^qUa_d&X&~PQ^?d?(bw}5Y5sfou@#LM~z!(CNamM$k0cNa}G5YQMM=^*wre`GG zQ}0TMi&Il6B8TJMRyH0gJKYKKasTY2%1Yf$N2~)1R62T}w=y|#q6~4T_?5#|BzE*t z#8N`n(+}bT6e;@PAO%BTVK$suOTyAr_6AioFTeD3u_MnvF1nJ|UuvDnrn(2-a^1w~ zJ68{n!=s}@qrSH+)EBW*v_p6sV6?yE!oPN_30e(clv&wkkE_`}0Cc`*R9grKfb?@Q z7gT&P5cl@>_5ed3a6Du>^t(cwO&WlHVm$|3wS6DhSj>DbIE7$9pQa*7*)IQq65Jpw}lPZ(5*?7qbn=Nx<7B z_kW(=t}yQ01jt#luyw%VcXoC{IjRHW4e;Pee(cmlgaa(t@z7iKba(%_FeQZ%ZC@r0%>cS@`27<0;Yl)DvVu3Z$9Z6RBb*YL0^$AsJ@K_uwQ@7X8S~$1JM-F! z`;+SWSEck1$x#|1u5Mg*aa3$zjLNfweB3PdTG1%`{h~EF7eWW4$^TN^!wzcYP%5A{ z<`4j&K$A|v^E+B7Tfddz#~fA-PQzE0AeK`Hplkz8?pln6*A^lKHicg+DofCTnBU&{ z{av75L81X?%wQ=#Hg^7Tg4}s(3X3naOW0(br0ShsAF2en{#veL!AwDpKU)e6Q`8(n zQOz}ibp5|pH-PokLgH#9)0a1BYH?UZ)WLz;JmU;-6yhTztIHn7)S|vyg0s}9WXWbK zeKe-9g5&Py>)ZPNSJvgi*u`4U3XEsZPfSdF`GWjHw&w@bN;*+9Tj!SIb?~?FenS3{ zv))$@0FBMClCUbCHK-(4(jEr8Y(hXz^2i}Y^t0vI`-Qh|$6wulfJAjhs&2RpeoAeL zw_x-~E_`@#v;n@W{)T!zVY?g|%NesKck~8ILc%~Xd8((ArJ(g>0&6zg$%$vQ9`72g z{|mNFcvKpYv?5Zvv~b!+<(`TstAZt@wV}UYaVU6IipJkps*F@~%})3DaBr`}c`t z<+smi-I{7~q!Ex03bX-Rix|)peL8yZBzVu|cdHM$dO?zWXQP=ocGJNI-(g{yX|Yj7 zUevZs^b~)-saVUdTNvpxK=)9aE^@NcP+cjg>Kbu4dgG!iR3jNM9Y75iq)JIps|9~6 zEw4G!Cm8TrF2ySquhy|11wvC#w4Z*}DZuldem8CgBnO~cxJ{cUxs8KMY%_h2rwkx} ze#*Kys2!!Jnrj5fJvk3*EVy^TX?(eoqy@i6rRaQNErqy!8sGRaSATy<1>lcmYjmT6Vh7)=k}yKqR7Dhw=x`lyQQk;KuMhmXMGD z-j9-V!gR?H4qT}DufX+X)Z*(VYv>Gzq8i(W7;KK_|E^TnX7=t@1t)3w+%K zr-e!x!Qv6oair~F`-Y?-kUi|@Rd@xj0pBXa@hgXq7vDI3cqBYPFuGLiQFM#8*`Uj02glbxtxZ1oRDSzY+6;&agncwk4 z>Vy$I0)k#5fxgEd?f318y$Q$Vc%1wZLpB;B7&Fl}J5)m0St(ciM5 zJy0Rn@CoFFYbk<Z)_CZ?19*spoYq#5P>f=h$VA+QWv@f19KHni}+wJ5zKPb z5?+pqid|4;YX9G*L5~0VeD`n<2QUK+leokl- zV`eK*ds8SF1CmifU%&tWkUzdKS+DbEVZl7Qr}aI{T0ZwC4>qcYA8oLPg)0DHNiRQI z3*Gxbs!c<7hx%Z6<52;ME1}g2r-5>XC0PLwW%2mQ$;n9SJ^CnbxOf8gN3)H%@h)>f z^6FKeEG-=|ac668vZdqE?tG5>H!n2a$5mC!$AF)JrKH4UV=DoUTq9G|4OZA^?OYsz z;$aQ45VV1JZU)KtLo^nh>I|lgx8wPPeJW2t440IWf*B-01a{MVLvNY$?-2ENck?Y* z^RCs3ySsr;7`&Clw6spYP^nhqL#y%63P>}hUZpe-(mXhiIAyMjwAa_yhs05Xd&+#U z3yxl*r;i{1`iGo1l6PehYEWqi*Zn7A=Rr9Ki?^?H-Lb2eY>yz9JMTW+yx;~ZEkxMp zJE6f$$yyv0?ttV6SL<+-iDNrhHw3q2AUml1Nx|!gCfPi$k;b4t)cNf7t zEadoN!-2W)-;J`1enYQ@NK_+%561dp#__E^E!geYF3`}?6YV&H`s7aMA+cmgRJ*_0 zb;oZ$2K5k{faJ&VEZ-nC!&}bE)27Km7T7o!Fa8RywRoXi%cK4M#Y=!1SGT@@w}_iL zh5C1iKmZK^=w);IeG5E7%)P?Q_tsG|OaGwHwy8}9Y9BRnx#JozNaBvuNvSI24n!X? ziHUMAf5O<~hSnkcK60v|Gf(sB;ZwMBVW@64-7l>GeD?9u=aE^y37;O`Y;2t5Zv4>w z`T&;1ks3FTU-x{3B_$G}Vqif{2$3uwL^%7vK9nuRg=*38^k0tqAL;>wN&~TQm4+A2)UkB^U)* zcV0_H9oZ1>Rs$mg;}r}S(3HUJQl9bedZ*jWUF0M0B^zb(UqdGiFPMT>?hUItJjX}) z7kIrshP70Te*t#dj7l(-dL&0?UXmrXQso&gwIDkT?Em?`zZ_s~H(g~$PfDr}u<&K? z*RKW8CJePf-##Wcoh8QqUwSO<0&2XBr`(`Q(`O9mpEvhzeIw`Z3{fBjitWa4IyDJa zSMAx4PyMB3UY&5GK+8J=wbz_Pl^#pq-k!bxyKU95Ce8|}jud1VPftMX~&CK1;q z7(S7Qga&iH)FRF%m4?{dSw?c7W^p zi=WQEzLHkip&3i;n0IAsdP`?ubW%*kJf*ql#IVKd?(%%x%gp=nWdpcESL?rC%-b9o z*Ysg9?*6D_6BSLHmPPu1!Lf9WQM)e;>uX7$q2<+6qMh^HwX!!M2pa=8rq1z4v@sK( zZY1dNCCTR;zfz( z4$N9X8FfN1J(XMl(R$yrhyFPf*@~*Re6EQz5+)^VRVM`Z)X{_ZWs!}2X}@#*GF@~k zAoaH3jucQo(#^yq|D_jd3;~?MqnAd&%_#TMLvQ@!sKCinVguprApzNwnwILDkVC`gZ5Y8yNrLI$ki%kx){qj)Np;{d=zu!^7hXq=+ZJ z``zGYnt`^PLSt|t%|80)?-uS5{}QbRr#a=qNqN$w8S9CS);EM&S>nK5Qa@$s5hJ@( z#LzvCN$)HBu*14$*e&j9o($>U_ct}K{y7ia%9s7b+iLg=WNxcVZW#t^Tjztn)-k~~ z9Bs7-T%nof=Ug_zHpCg_It3U^9c+zjD=7BDZ@+F^oe29ZcruYmgptTUAX?qtj#bu~ z{PxY)=2qqh!Jv${zhQz4jIM{ks4u?We{28BopwPg*7asy2LmGyY-*869-&OFkj^0H z`R$&#^Y4A^6!}MxZ;-NAb891XG+U2l_h(a5dR!SU4vspJv#h zwR4fC4!~R_?ebevS$_m`WF#Zv#5j0q81RZT2u%?CX~d}?j6T{Eab_VzCdVC2DQ)9o z6aK+Pyrl#~$rCrX1BE|3P?KBek6?eC zYtwhp$M9K;ZG5obCSm1tyI~$5Mt5k)Z!EANr4DcY&^XD=Tsxv*&dj3Ww^jvZ)j5d8&-qTXyl0gbI8Zt>U>dk7ep{g4?A5l=Y=W{X-?OdNH9f{! znm6cV{Q3JEB{}$NHxwE$*If#)l) z;WZ27RGTv$05FIfjT&cmH1Ug3J!pDG!2S=x$XiuLm)<>@1D%>4D$3lNs=35COia&?zT4pGfRU|VPF>~7)^lL{O8>I&fgdBHy$(&&4BDo2rUdU{Ju|95ii#%6NN&B3 zuAQN`uox7=7Uh`1z8Mm`xhi;IPQo2K=o57$&8cC&*?ivsnL=izkKv6+LLQp`Y z8>B-JB^5+Ux`rNL7=9bYtKR26pZh%b`~Cdh_m5XS&Y5%e*=Mi4*IvEWEL~BdAD_A3 zd?aAiZ$A`op3&L>erm}|bI z>gB+}nt!-sZQ`KlnITP0!&JA{%J4NBiG(HPGxUW$0CK(%id>N`Sp`EinA43I^CqSI z>ipF@R%L|4newyQdc9Jl_Ssq-I-+qp9mT{R{*@p=!?67+l;?i_<7#^qKj5zyjeivK z5=i=9d!9XV${*fxb@_5)@;nw!>IFZSu>i^pmVR0hr@?+@RQwzS_cfmvvhoUFyDW81 z?4HB3YuvQ)L+b*4PtT!0*`^8|2$YK_6%&A92(T3hps!V)N?m`e1e`=bA-4R)Ruoz%kdSsHg1Q8 zY9oqq&-c0I7MOIl}|4xc%#KI%b$b=la`Jyyf0wkMfPK1QAI#?BH3QYR`$4z zJNPaShu*MpdyZdY-Vnm+<{6e}gI>?CBqAFv&J<`3fWag=iReUalkbzF1d|kT?YYqr zb=OtSmKc}V2?0lD5u^HpCgtF6D?B02qhe04WX&ix`DMDk0AE9P5Iu5t*CL@~NagA} z8|~KvkfT{+0b*fwbF%1UHB=v45ha`yPq#Q3(tblzmWq|_C=-h6HYl2Lk@ZyEnwA6m zVHvP{=?yTpu#=ZL3`AJIxr@6+wtlxOQN~53A|ON$Sn5hZeB%)r z6l`m4m2XcMsw9%uv*SqSSCeLT&?R7wSy5$<>j8DP)C6lUx`2E-9{Uh> zn{4guCSWfC<`DH~YRZ(}z|hy8@&I00Yi2~eh4_%641(kP07{)UY1WbmbWU5O!|HE+ zfUQSm7O;l%q(4u`u2@c^yXi7&A-4c^aNvI7r2VBUrE&1L!CX_iXN;rof*QwDQ{jmx zRao5T@tLpCg?56JIN(F_@JK!>9ooqSvYsZ=Q#xSdRI(s@Oz4K=D@`k%7)H57DGh4t zyoAcOn}rsPAx(T6jcsjV{uE5o!1xY~G|7_gA@$w)j=202#UuT#bYzF&Tq&<_yK1BY zqwExr9yvqfP> z2G8Ly6Y%m)fWr>B#=HD<5-mY_%r5?sC&;B@Bhv!-A-aEqj_j#E>lyz~MJt~{?l;*f z$+Li^JIQa4wWlc(_%&^l-=r~xu}Dh7fSh&tM3u}e*{UU&XxS^6#ti?c8uXO zfcJ*c9LcP{D`~YHA0X6!%68IROg7QX1?4^)E~d>cIk7;J0>B2kfc2VjJwz;PQ#|6BwpWq5?JF@X8Dc@ zgfv?8fKa2j0Mye>A}-mcQ+4eI;!Iuz*nxZ{Ha z+Cm2#F#K>D3@0CUOCFWis)s`xK;F}X9D+~8^Pj&I@ZSlN7@|6=DhW)HV}U!T8+tzw zdz*Gkw&5pnkStGnz3xB~TU|eMOZ>_}l|hA;045ZMV1_$t3$WpU1OQuB#4TbM2T(|r zm;oK}=|Q}&!{b*Mqd^MI`5hZskTG!Z_Df=1&u54W_WhS5_{{Y}86lk0)JEeMoWzV9 zYF?w9qj8c#C;C=9nr62E;$bV=b>00cY}Yv34J0F^EGuisS70}2`J7C{=@#Mh@~Ve! z#LYyFaTF4$EGmu<)}_iM`1y&+({|<;A3vr|qEMhjg8H*ZB|du30fK=a0Cvw;LACMg z&x?7^Kkox!_KqD$&QXzJI)ls`@mn75IZ57ZPab;_vSibnzdY+z4+IX7z|U2$7_ERG z_9lGAwDf7J(i7W@Se_RhKPu{+V3j$$+j#YHvink?1tq1}q&*|1hfKK1A(Q+BUy#*M zEN5HZppDMxZ=A(ydOoA5zg0cjk>*~yqVW5|Y>|D)Ic2 zhO!Cl{u|w=t0GBN1;jJ{z9zV~&(GKGmY*3NnM$yU$alP8!a#8zpXK(6|Lgu^H39yk zJ;1O4YcCa{1JRNIL+ijI13B-=br9*g3{+bepMBKe=o&<91*hY4NC?Zlyehg4M zHPDOYojx8JZp3zzK$PhI{yy;Y7nqch17v#~^%W$+0^dVL z{t?lQfuh^%P8|2cs-`l)Bqc2kDm!Kf)*u=IMSf*ko4A%c^)=?W$+p@{bUV@X8?&CZZH@USY(BZ#DJyodnX5RpPAMc04Qk+7^bJ=-F$sPjpX?d9HJww z5(wh^F6wBN?}%Yh&%UE9nF!(sK}C<@w{LTSZ?Kia@5T+_pWqi3UI#`^5Z6BM`uhVo zgjBGvvC6=L0SXcT;WpG@@`5~w{#^#qhoERefLRjTPk?lg8Ng}+$h<$Get?ZLGBO5$ zeCfS@T}|(~_ZA?O59~;_L#nu6z?_IdTy(8jYXxcoux6})8r-kV&w;p4ejPyEgycbt z`%%=Jv}52~CW7xkFFm3{=YViTpritO<&mNaDw}YDG7V0oW@~;xoYV(i51_4jX|Qzs zeCEc1ww4yKriP_wWPmV-rPWol94(f*#&sYS0^5!(5YYh=*e9QlgC1|CkAg4uGC-j( z;HLtqoIt904UCl__6wK|f%B6TAK$PpK*}s@+V{6*p99J&m`A{Vl7QnD)R!6k{JG21 z3KT_ZjbW+>;tH_gKldk8{kbfe3o#l`B^wNm2sSVdAK9@U3A(PF2NwAw139oh13MGn zk6CWF%AAThD+X##02?(3DFl_F8KC39A^Q?o^#;kHC^vxppk&PRkBPs`avKu|h<0RW z2OhquZXkRt6}AEMaMZN@$JY}_S^9wafT$!YllY&&&m-B8pr{>iAcBlsD%qnF65TzW z2?8?K?e~Gp1=R22X&L+l^gT5G8KAg<$R%QJFdWeR?x%WC3mS-C7JyBH0rRZfjgA9}TEE zsQ43l`}TPFrAKF+1MU|TxPrj}6R1Xt?2C;blPkkfjGimVOo{}hOF*d0#MD%i*;+Y} zn}B=#1Mo|L>I#B?teY-yhl3FURW%hPKqZOV>wvhdfcy9Ey|s#wJ93AC#Q_diLX)3l zRR%l)HlSfjE;xJij&D`z2s zLuLSDCav<+(h>?3s|IvV;uctgdVyZBIH2Goh^U#JoU{aKSR9~~DYypsneiW6ZhvW{ zyx=Is;NHoWw-30r(?OsR5W>OE?H*5^iaE+#209#Yo);${DHtHo#YGil8+J7{u`x4` z0~gh!KZpvbGy3$2kd+d^JAhxK1!nbtAOq+25}-kJW0)ty$AG68YzSYlv4P6FkbDu) zY?;*>unmAOF%UemM0D<0&MCSLVqlI$h(gt;0L6hIa6~!#=NVDt^_nUwNKhqva&i)& z9^JkKY6I9ELGW99-2u)2bt2OL%7CIa;OX^TRV0KqF4mr29yS)v-%edE9Y_d;gr%6z zGJiXjl@-+UbF&fDvamh+&%?&Wi&+@l)DhIN@pSd}u(I(4O%!2X%DP?_UN+!dSyzl% z>{|1(HXedXPGDIs+E}?- z+X!B^ak2HX17i>tI(qKMvcsNs8>qQ5NSvr6dJi9Wr?cj%>rlK!71V5xnW=7tp=dFi z))~kDrs%5CizM`3(1ll~3D!m-WKxDRq+w0FGu?w9tfiNHt8{%(^S2L1om4nOAL!T% zVCB|Wzq=$pFUA0`u`KUaT0E$jK|KYxb$L6xrSO>4Nn{zPRY7Mng_MY0Ka_vx0vqfYuvV&W1|nbg_DQPK$ui zIh!c2`(>na6(oMP5fh2+!-1GeL!2QNWsQE_!)%SxDu{=dksLS1oUT&UBXnr2O!vUA zldlPz=X-sa$|`D+DJofp2ab}U7g*^5oQnxiz)xm%|+UZ4^jr|8?dEppg7%#;-6yWB0`yKkb2 zM?RkAy)PyBvf{OwbEz74_LcLx)MPd61JBm($2&Xik#!kkie3gHP+!1-_xZsa-R*64vn!3eIC;#NryJX6R+HRXMchBH*_4mE98olJHvwZ0*!80sS{!9#(`5Z~am#Sz*?H^!3bk<-m6?&Xs|DpwU?-x4f(m5_7%M>Wfz$$iF?47dB3;hC4mG{NURqLx!20B zAVpB#2)S@!bMBz7^`nA+(~cY-u%+*peT~p zh{v$-`GCKiBEdN;!)UGLC#|$=+{;UYvrS)C!=k1|(<1jF`MSOz88glN?b9|NSIa(s z)%$f)`q{iVjsC+gv~%q}ukt$CE8Z%-J}dO}kXyaHjH+};#JrgNDu)*#65(akqNU+I zz|r18Xcc_AAKRa_Vst*Q>z>}_d-Uqml=F^@L-*21MGMG!x$qbJjlx8EqjbmxD4Hf8 z;Jz?DxcXjNPJ~LKHE}*+8_&)EBC+|C7q=LPL<3fX0~A)ru<05iGD|e{Rv^t6G`KI- zU{v+9P<9emT)?f+3=ZZRe4Cs@I=7Id_2QD@t(1G@e5W9bXU<*npGpq1$kt3zJVSqt zQt7kJU9~w|L8Yk%v*$aKDN#@0T!=^WyMq{)Q!-F2=%t~U6+@KTU6FLYi0)I>^)A6{ zP>P`rqrYaB-qD>CL1|Q(`B!@P|&-0^p5R5x%5J+Ln;Rxgc1Roa{4;Kd? zh_3_$_=Ln%B*3RmOh-XUMs=E=iSac3sZ-4CXSkSI`PojL;+EjyKPv=E*D`TQ$w>;! zo)HlhKI#MmsB^?b#Iz(Nw8AW>SU|egfBEO|4TKyYTL=3k76vN>lN>`#PAq0dcX=v%_IXJnvd3Z&|#3dx9q%T}lR8m$^y`-ym zMc=^C$k@u-=DMw&y@RKhw~sH(&;Qo#&^uvw!z1G2A3RKW^!Q0)dPZi}^X!}#FN=yx zO3TVCDytfsnp;}i+B-UX`}zk4hdzE9o|v5aIz2NxH@~p9zOlKry@TA{JAw-Xg7qD& zKOp-PT;u>QOl)i{Y`i15Ffe_=fklpu!y<%BaZVf0!kv;;_$EHp`PgTL4Fqf=ItXe@ zj}L?=*+nNnHAn#3H^}}oz(W2JWPbqm6Ru$hF+faAax8KP6tc6&ogPg1|BnCh9PlpC zAnX%_M?Y5>rt5U67M!X=8o-&Snih!cw2tT65a^CxfN;3U2t3rrHV& zG=)ZR@Hg*WiC8a)uKJv4dnRC0~=b_q>Oq_ZO_S z=d}e3I-eYkFDJOfJ|ec_B{9&v_vJ*N^-1xsdG_lek4LV(ipsY)USi$QOyNDJ9!zqIENroqqOrq*hwQ;={FTlw}q@7LhwyvqEl@&rwySe z%MKxpB;M8g*-Q^bCIs&~Z>8c6H^%WKe8N`r?7@5;B<=Wq1nD6sOhe)=`gpxz7B~1b z0t!d*y-hU}omwxTFY4tQlIJxu%*zYs=p!ggxip)&$2Q>-IjkHaU={0jU7H2(v%&q{ z3yn&5-oQOTF!C?7^d84lTy8CkV zMY5@-J{xt*_Sy=J2DuI(aw3X%2JN0nn|6MQ#>b5>7qOC^zkp^ctoJS>k-hZQ^UL$K zRn*<#wgdnA^-Kf}IE5bgXRoIb?G6SC%)Kj~cijUfWsHZ_Mw{gs(mh$V4j&X~&7247 zMz*iLb{(mfd)expssby}o<(4} z{=VxcpN4vurGdz!fsO4xfi6cmzW*;e`HPnqY>%2O*V~NX9#j_(mpihduWRmGDUkk8 z=HZX|6Z~~PtiS@)FRC9xp2VX+4%YtTiTDP?Lj8!hYuUjgCx-2n9*5Dqm~V3dkvUpq zIxxY95aWULVBvDd;|0t&=EmatFK(W#8_5kUU#d1AEBA3YLK1&hR9EVDYw6s7)y-cF zz+m4ce|xNG`Bu>Ar)87U*zc&9hW8KA;`bG$`E^zb0UD2OJwJqWbsR#R98LcR)A0?C zEwkmS@{ypoWhDE)wxuqE%HL)r`1H|kIYP)oNIuwKbS9<8=>Bc%{TDZX-I-#gCl4V! z0bQW?w~KjB|E*UmSRXtbKBJs_cadF3YclrJ1_>wp(+6u_68WXNvWLVq4_ z-gHzE0y~6+$)7MKxh|*Myfd>sDe{0}hitG`XYYM?mbyJeZ_ev@mim5){Fh+MxBYmi-*_WHFB2cQpDm|Ev%AQ#5lmj)DImSl=rm2FkZF%7` zeGki;n8(wmWV6?jsW2v#Cw!YRm_E@oUswthnmx6=`D*nIoRq(YF-k@#Wlyu7&jT*K zl9PrR!JS6x*;c>K=E$_Qa0uy)!GO0%WgJ3=Ucz}b84n@tQF-v8+(QVj*)KOBb93nt z5N>d^|Jaw-@E_>%FH&(w!y)8$40N-#^yTRn+sPwJOWtV&ImaCwb@Jo**M?SNVh}2A z#orF<_*;h%0!H|Jl%t-E?y^i-)W=pkOozXa#f9DA6Kp*PLirA14uRP|AF64))fI54 zw0}RW#{oA~PTjLI9w6=C*I3T*k$#We|EHH84dM?Fi=Z>shmbO{g5Ntj>KI)AJ`cvn zjYKgD{z7`f{k{oG7r)a@<4uURBGqq){_iam=r{l2i2e-j-+Vtc8w3BUGzeWBID|Z8 z#5{z=GAJKH3iQx=upRV8XDf8A*{%+Z2%IvZYjtq33cI%IGg*2A*HxvwOTu#%E5cK*RkCj;2f{g1`4^L!%?0 z6HRcLWNW|3*)Bh}&4027 z|J=q7%k-Cle47>U{qG0#>)`%_bF8O7C9RA%X6tNrhmfs>)Xw-{D9)o_t_Mp?AMaz~ zAA9Ur92)w*bP;?E&GIbeh~@OFSJ{e+of{)^S~@;a@^HVhcXIl0l?){yCx{N5MZJJe z*w347tU{+v0`<$+9|yX`Y@A-Eegn38U+*Dg_6xi-25IbXfZFfb)!s55>tr&?K(z&a z!-xu3aL4TEjxKb<&OYe+Dr->6gQIT32ImeTLUW=9ScecIO|?Tvsvn??&>yc-9&m(n ze|yu`Z*O{pKAH0H5F)>U*8ADZmtRJk1F$_i3*J)$_8ildeAKh8DrlE)|L?C^b`qpO zw=(235b@rD^lL=U=XMzOCOdeaPFpcbkKkj|IoeqIG?B7Q7E|hHtIecD zt)J)$sE`|eXP({2hWTJU;q>-4^K5~Ri!CM4NXLZPN+!_JeF}Q2g;z4>AntF?7`WBt zvu4Zi)rrtMdF$0PNXk3d?A=W-De9?Irc&{Ejp7f_oYeTAy_SjCgyI;rJVP?J!A8nP zO*LO}W2IMCmlxlC>nW^AyU^vvcLLVbbZ60g&}qktb^{0IQ=I3RN-67m=3e$^S#d2P zgO4gW=N7N&qA+?D>#XXlXp%f=>lt#eK8{!1SzzI(;J@oH{4^q=&I1t>E>?g6n+TA} zeYauKwa<1&wN*pJOoG8nSUSRAgfIK<;}qH>?d!&O}`EfqXkWCLtv)WfP;&V%HO+3TvdL^S}8v`PEd!|zGBurNy zsS9^~IZqQWcLzb3u(*{*mbH*SlVO|PHe-6VjnKc^T;Je!zy+qeC<*5r!87f$Z)C(^ z*A^X8Ddai7%oUlb;$-CtKhS@}%rvXOxFl;o@!UDXq)1?XCZfNjzNAilyPUkMF2~bU z_Ygw7KQVDqe{WN5vBvvV>YFe4m5AHLY^F8a%gHxK*tPK7zfqj5ocihd2?dG|e-Z+K zP=IkP>F4|ZLBfBNhK>Xi>iAWd`B}FeRaOd9s%$|Ao1&(Az?UN}uB2O%JcM)$^8O29pi}r8WP29f3 zm%F$Xt+}+v6$Mzt>p}Qz9@CQyH1(b0Lx`L?YVi|y#^TnkefjX8PXm=S)F#hmWTs(v zsQ8;~bKK-B)A0*t>_8KXyhBKjAyj(%68GMLIl3nuHumGSAAqpaWON8gc^!1UHZDTG z-VjB@Z_J0*+%W)^(*^vilDw3zgEWI#4Jo$<} zgLac{`sxY56R^^L6G9S#33qR`Fs)xL8Qa@8n>EuM>SE+Rgv3n)Wp8Ns5HhESu{qF1 z#D*UQiJz!(pXru{ByCtJa`Z3$buwlNVAboMBC-S}8L=V#^N06ExN~*H*DUC$$ z5E4;6b<1{^9zI|C!T`;~6pbC&kP}oLbqz^lw->dNJ*jFio1(81RMRIfZCv-{g?$Qp zco2;J3f_D-#0uGaeNDO5S$a^UiqH0nH)CsUb@PjDO&PMf>updx-x~S;rb#6Zr^3&$6SXxUKnp7eLqIP)<>-$gs?ATFh%N`W8)B z(~9M9S@!Hi@~Q_cY>WnIA+ub4ohcdk46uA8he-kjTro#X+6V*tucZfbFpX9>Yjhtftv$l4So~8F6@x1kM;_BPulHgLBuplk-4XROza2xP%em)y|Fuk z3*AJTE+a`;$?3r|sd!4UNa!WQH$>ak^P9PhY!~C35<@_J71~onPXYvyNzcW@PCm^2 z%#qdd@@~U}Wm;<2N#*7P#y*9L!akRb>Waz>wCg55A_}L%-n0rKhxBej`$L^D`tog2 z3RdoG1r}Hxp({j%# z148Q_dQ$jqs@EAD4<_no5w2LKercz3F3k>6D>sZ$mYgcY>g4CtmCP`q}h1y6nFTJp1A?R zS_o|xLaZ$jV`_}Tcv8F(5 zq)CHT8}CD3ZN36GcU9XpwI*MQzF{@5vflI44DZaPs4!+epf0WLghh87C<;2I`kR3* zCB4~$6>y<1z#hXSpv~jfY*YpGst)X4YaKbdEw!iLY30GQgW(GHp|}9r(!`C)lUX^R zE`IoU)*1ZpqQ4g2hbc%<<s;hb>5Cc3oB3G$j z)&TFWO+_V*Ry&|w)9q5P)*~Q%@oT9~2ZF5#WyWXhg}b&a>5^iD+6uJtl!&aD+oBoS z^GnO*&dv2Y_Od1ud}Orq7c~3n2AM~0YNQPwP+@e!MBYf7g$QJZY5G}jFmPl^i4A;E zgqXu(8upaK$Je)rtgp9X-wd+2N{_-uyr~}DzE>o@+}`3pdJF}m69M>4Ndd_SzSq8W zOe76aNB&Eo=BCw_s4ep3TeGw0T)De=OZNky38C_g^Fb$SE2;_;ef>5nRA4hzpV(Bb z>_BDGCTzw#$%+uanQDY!rj z%M*s_3b8qjFQXwj1^oG2MAyr!!fnFu5Wa5DrP9JnSTMsv3FVB5KFcm2efRM-juX;# zLNiQOLNXEm^12{zA4ElL_(%cIN&_C?;IlXZV^h-x$g%WXh+b##t*wGg$BqCs#9M*C z-{ble<`3Jw<}X(d?k>U5ncvG#$vzP`Y#k6e&Zr36iQbwS@b(F%-94LJv81wkO|wak z73Tb9Pv6F1LJQPK9F^s_P)^a*4WX^nsAty?OaGuq-RK(%$k1QQTYs^4e(a&Y`}}vi zobgwAFa`4$D-=dA5Q>j1W&e?2{CBHH{tW@YN#8pEDh~gxZ2q%*YJqgz0=68wx zAIsza4rM%oq=z1<_R_Pvj$Ia?s=%xDrtC^U$o8IMC5|^Go9w=>?r0p_bX}A~i*&LI z;T4#3r*-Ryg0hyDKzpZQ?<;*zcBf1msqoS$^+LXP9wcG z=$#a6afFnKS45i7mMDfCHFZnZ$yhoU4#TOVcU!|7Z6@kP-lB(##(=^K`JA3!UKz5& zB2bgd${3l=n#>+f?93iXO=a_V6Em3U+ZK57X>nL1tykdrGgqOQ)!PBfdjsNY`XP@R zaR>6Tv#0T`={SSMUbzb7Q;9WqoRA|rrT2nWjs7^~0#OiM$5|S$9&%blPbt}kVUX*q z!Ho$fdZfP~{=BO9D`SDi5$^l48O&3)5MRA3jsoZVbZ+&4viq?5db;-PYo;bfiZh?P zVwurgl2ibkJF+$t#aszuxdP}EyKcvk&rRMZ5(xA!%F$^k0zOWC9{BM3L~8=8_J{(2 z=B3mEF?+??H0ctX1A7H0Q^a{w6&g`YzK(FrC|Wxi^Fscuz@;xfn^7C4I1}*QGsce& zyj^D%m;h@%Vok@C0Y}b2`<_bgt5Sl2L_SzoB+U!V*8y}OAE|Xa?yCKoI(>#St9C@` zR4UL`3-&hQ)23$oGVpfNRdiJ%WV443`L3yfUeEu|GpZs*_7p>M;-`ZNq4_3@dwSBL zMO7`lceD=t^30g#hDpoQTU;j@21-heF7PD~C2Z!ql7ipzwkzA-bDDJ2(;{zprwDP> zzOu5K?_{~*k{wNj-grvb3H&R4O(tbv$9;0y+)#wL^h?nAY{!OGJYm&w1Iyv#|1cq~ zI{%F2lR)iaQ^mE#X7P@Ry8=$$>@@d0B-$8IZ!Cl5;&`kQ&#p;&%i#lc5CC7Z^G06e z{WC;Vgqfqy3pciFjjBqX5zCtg8f{m)wrRAlHcJXJSYHno<<8q*_EhU56?7dhhi-mY zyTY~>6UOOWxG3(VX~CREQpGE28!;)wF3k6APH#=;w@`||_ZsMHe)pi}9=n+Tu_NTq za^aC@hT1@@Cc3fJ(*FVR6C1Ts@-=^%!JaZOJ3QM8C7COaatIiCLN&fi zE15=iA-$rW7^U%ERvQ}Y$`fMsfs>i?S{7hVDoZ(`kApMf)FA@Yv%@V+YqJl#|R2b49;K~f9?X=HHlUd%ErCQK9_u#uaAk*%jc*t z=DZAm&8ZRf9y&*ta|jv3tY*T8eQ9ge?^U;Pb|(be!KNXNGzGX6{;hLS_QoNERlM*J zVp@QDA&YbLB?f$Xfy%+kJoYSL9ec;N{?I|bIbZmo`UB~`=0?}`%{AnW-{+Z8*y}o! z*;CkOUq$Z!6d_g24Ei z5*y?NZ=}wF_o&oMBkGD1;ez8g;0AA@No(Tp2?;Q|6dkl4ywTO_5F(p}%4I;G$iIO0 zSKI~K2)^kvU>jmZ&F#IjN7V-hn(?Dun?He$zqFzK)Q)@yqD31LemY*8d8x?rTV%WQ zG_$~FbX!7etUSPP@59#9zFjzEug(ZH7G4glv$Zj(^+)R&Xv!N*yVHWxhGU3O2d0f) z!FMq~o>m_8)SO0PE$rHE1abDDIJco2oo2v~aSWanypiTRB+v=Me&}qbSu&GRH}nyL zEO$D!8<_69KXy-psgs{?2UXu0$gI!2`uyv_%li?OmgjJ70y?* zce}w6p$p#zSRExln(xFCx>iYr6|wquVRDwUkg$Ect+(+!&wF2+m)z;Kx?QZ_oq9B9 z57LKKVi<;~zRUh(4{a*?<>>=1Rrk9%KOIry*)7{Tf5V_~9!f7O^y1~p!~Bn18!FVF z7SN2nTkR1JC*3t$F}ypdXZH%;q>`Aez`odB-NaV_C~53cpXIPX61qwG)E0lY#Vk%S zf;09VwUTPV!vOV(WzPxuLY#qzQwI-T^WBk@Z>?SEGj;Zz$g8?LdA)?A@L)*`FBTbN zI*4Y2EvVyNu7Ei+2Nt}(kB^t{ZHDOCQ~p>UShu=d@opLAl1Fw^B@R}tm;6TL#HX!A zv-4Vb?-&_|w(7%7rDM(waK$;Qj#;|02NNust`)QwAx-x#O6lLc3k`)mYE$Wj(#(6N zVVcv>E)Lc@i9nkIyLY0ZfmM@95+*L-cx6psCN{Ivf}&EmJu`%AtKeEO@^q%6FHZl? zPTZ(c<9VZXA_FmmFg94N0=*;zErW zLZ->T;7-Zn?rassXN97(IzsWP`xk-DinI@16|qHz1zi3>6CO&3^FmzWGv?8_h_4^s ztPH;AiM^KsE1*>#suO^vPjb65j;V%5pduB_q51x^&EeMf-t0Ykl$v-FkMVIq3i=dG zv!!bLiCA0MmRE6X?j}Daa3yUi&J~IB>@F zhDqE>)+G%LNoq$lb$JWZ9^E7KA*574W_&E_mG{1!n(jdUit%W}=UxgoZmeNh?E=L# zn9r;>J4I|<%1jMjBl^?;nt$ODeL}XMu>D9oAw%}-f^*2BS>phi@_SP5%m!@r)ENkU z+H{0ykRg_*P2pk$WY$~r)@+l$tqx)^!|RN5>v}XwT*mz>O%p?IQhkJo8cfJdbpx-? zaY0{e?#dm#XvKhmabzzvYA?NQCt!O#&<<;!33%J|O22CWkXe-H5dkX&1S|%X`}PoG z>$;0E3Z_)o^x0oa1s@L5fuFquSiB2Sxdlj@qsNnh3+2(S0n@j&i2?$&nbod=1>!Am zw#%R^1=rKaSk}a5a;FNyh3#0^mX}$aBVT^R#zHL?n0?x5`l2Necw=UVCCs>Bs^^Y$ zG4d9gf{gSke)j&m$_B0iht`-$nr1;#OF3mF5tHmMkKS^D#W|0F26G{TvPJSY6- z(zGI68(hg8>*!1BD^upwcyY}$tr9o+)N%VJW^a2__t7gGX4r>48Da*8Vq##+>8oFi z1CG4a1xr)~qWY%yMz^`7_@fhrP(jk17gLW`Ot)zWU-COwX>p zQq(V~V=k|A)%%sl;u}*Tgi^lTSXkDE^XYs1ys8H{M&-z+$z+NvW)yb$RFLti=5x?w zh=0$mO}XHFVYC@YY`8I_@U z;;PCUkpoAM!WRAQQo;8l1j?Uu%k_b~#`E;KV^#j|rLtos{I@BaWugmE6AVK!Hjb9P zb^Bs)T7k7#o*E_JXNCCcpOEc%dZ7E`hQ#IS3bF9D-M6K;@mA=lCTm?Ac_|y|b)rK) z!5>0kt3WOxJU3x4Agh+%ERf7WsKat|F>$L0XAwG*aB`JR#J3~JLWg7geXrdFfd{bLCb5nY<#+_%=ihw&3>=%l3q=DJkJS_$Z3e-{d%cFI=|5qVIGM zgC3@1T4A4)=q79HAUAa-t5~aJn|FOkoc*@&H9O~tNYcO^3%I!fH&E5cNsq6tTcos z?>1%<$2AjHam#Jfy{36{%Zess^T9s*@;z%hqM-=La!y|AG6)NkH(=W7W*SjO2fTu= zCPD_&i{NE3sNJjZF;TcP)9!l3A*9X@<45eq)t>EG^zcSqx5QqJ^GLVd&n8&L5gq7Z z=*G1BAtYen-nEOL3(blDE!FjJALcYw}&nukdK5DJb=)2Def_l<7>OVmrGP>?_tsnREcX!ADMb~y0 zjCW zF7!xItF&Kwp?CcqM*1O6KbzupYtIC`2bk)fw&OH+h*tI$w?+Ecs4$vQ*VeKMB3GO@ zubn2Iw#F8Y{JL*Y4C89*u^N{Nl>U06w-M{ba;z5Y#zb3KfD~(otL;pCz4x@1%Byy@ zo55j#2PAqej--Z;QNGHo2@iev_MvXHc>G}PTl7h;P;|p~{j#Hz^XT;ME#KZeSXdLi zW_Ug-|9tng!r*;iL1sd6yAu1MZIf?A&blaZW8Lf*JQKu?(kP94$0@G=jyhVBm&|w% z%diZjjgF3Fk4AsYLA_)mgITE}y6Yci4`Vx-*Nr_M%vw?nv=Pg@*?1|`FuFn%W0DD& z=)PJH$mg4`evje$8o)CyAkrvNPNOgAwkjoaJB%%HVF$eFziI>;Pd`1HW34RG)6o1$AzlE=f#%WzGagtPpybWA~qajZZguP zT#vP_y~iba9+F0OZh*C9P5I8MK)!9X-R#{oFDW{)jn!LXBQc?MXDa%{3^Pr*JYKr5 z4%Y58N#hiRmK0_Wi}os!dUA25uaVu}gj2MXp*xJ$ZgP%2*1~X|S|!$WDJHr8;T+v? zFLA_MctjARv*n0-S<3 zhVia*v(rPW*Ju>vSrAbJMQ7%KB1N^Ux2zw0sC*mZ{%ca2(n)Q7H}N zUDSLk-QrFc6|n^wB)cU`nGIv@RST3`VK-uM7k>I4@ASVDRbHTMCm6^W=C$YdZfTxU z<$6qf^%SsqWHqGOYt3(eu~MW6)j5Erkp_`P1f2>rUerh#H&JutiHgjFuwThHXhoCL z2SmBQ_;gjdWajL6ypjKEV?C+kkj_<2tQP)Aqv5j{oUbR5BolXMDCj`t>c(cvU`gm5 z@zob7o%;GdR=Xv&Vjirh%6ZeUwe?PuF)YPt9#>ws<>)5r&vWujeX>#x%zeuzg+@ch z6KivfM;3fMj7QJSC^9z?izqPOKs2=`5+daXzs%~ChZsKKQ9XtA=2h=(bCr{{O=~Vm zS@Kq+-r&R&7s(=j1r;gYTmyaP&xM5#psNOLX%#exF zMAYRHwu{j^uZxt~LWV@vWLg<1D-gB)m@~uclNb4z5*i}PB*o4=LufYc^gbeT$GxF= zGeTWt{LvlJ#n8w1?nRzjeuPaA={`s;*&lHw)f8RmpzOSK=XBuWCx?emPi~*=aCLNH z4Ohavb1_9tU;gzl>V8<*eM^`rw+ z@#UFd>HnP<{lbd=9tg^BnGVKVUBIEtv|J#w)CbRP9jzG*`^RwpSFaa4vV%eQt<-+3 z(<|F%Q?_gJMlQ1D(aN{eacQMq-oBcd9{%(J>(_U_lR#SkCxA64FYeWMTPXz*nN zTdicMFB4I!@f1sRpo#8&-uk6oC+`Bg583Kmmm>!FZE^HmSo{;Wgedg5U%HQ`XwVCi z8x171&;RB6t!tY9wHWYk@ao@T$FCC$Z(e-2FFLlcR_-eHp&4y`Y5&p+UBd!5#^!$z zSp+Lz#r)vuPyKMmdTvDGDZapBBPk|oZkrceL<*c zwP?!qJUd37UR^9S^p?X(oAAplPK1!9I_U-NPe>t)&$1mhBjxp%hLEb+@~PuD%omiO zV&9UVtXUuIu{((#oHH7 zUT#h!G{H=%V_FMquJ!p6=s&XLbM`eSr%ol-$Y8J>*7#uJp6|`{FPVPLDk5`={-^a` zzrLs5XHis68%>2@9}3%kHc56jg>i5-s5?8b?8A%|qgEl20%QMDPUJfUEn(Gyr?Q-i zW39`IORZOIEL(1D7$?TulV^t|j+V@A8WgK4^|9Q2!4%~KCzd}Y5y}>?)qhGY=bilZ zcQ8?mdA-|Mg9#CknHv8HS+YDg=oGM-JroQM1_liVBgJpPG);}WeO@k@1dLs#qxgjkapshAALSj)pDAB_B&7C(H z2gbnN0+JgeE`g>Qz$lB$!(*3*e-w$QGYQNgMVm!obTXq26NP2lLmVa~J=(`VlC=L6~ zW(HO-n8M3sm(I$8dHa_OxP^M>yMevgv02tTFG|58mY)nPD#r1ZZ}@O@0gDX_ zO#x`9@t+LJKLY9h$>;2^cI=#=$%L6d1K+cLUQHv72Iz*gZ%*ThO zkYhu`Cx8Y&2WW8&5VcZ~(A6rbsn2qmGKt?zoqW*mjX?BG-2xP;Qj#hIbqUMf$(fCD z+rGcz^x==!kp2Fe4?T<%%PgM<(u?XR*m|L}XtMp47^KQ(%Ol2Z-kYEdFn?Tc{=|XSZ{=0%5k#%s$OPFmxFdfS0I)4<@BRO zh(AoT8%z;Q6iJOqqNCD6XP%uMCr=@98)RfaCQs(*?|ST9Rtsg8m1k5S$nvhM#huWlu9KlT?gy0`%II3^HX?% z86tEh<3?K3nHK~Ri&!49(T*-sR!<~aCm!rjtvrB~7=W7Llh^hZnGi8B2f_c3y|<2w zYU}>T2N6)x0BKM`LApg+k!~ae1Vlh$1Vn0RL`ew&Y3a_9?vR%5p;JJ5hHifc1uuHN z&%KY&y`Sgv`h7ot%xey3HfQg%W9_xqdaw85L-_O)U@j~Uyi=}p#AUp-W;?8UT%vL#iPoy(X^E^Zf z)x~i`8Ecx=t?pyJIOyX6;Z~C(%+4y+VAFre`P?9?J(kTT041dTsEGm?Jj3ceP118C zWCup>61Th&6<#2-hHAlmpW7M5gAqf9#k&s%eUf#l*pTMCm3;xst4oT(PD_QGIeSa@ znB76>#JiX+M+Dyrv$@@!M|7-Hp&@|Rc*k?a7r7rYDGF=JEaD$9vUE&89SQFFE|lri zcLVa{qN4fjSL#!$KUpq+6bkfJkRA%tQ{N);j!db5FXKcM)zS4IxD&s&CzLJ)Q;Om( zjaPsGK{*YKqQl&Sa(EX;ENcsM7bLAKNJE)Q2;Jrj&2S_FFQ?D7Cf9#(UzFt{x0x>| z*)nPLnp3{9dh^Vg#d(b~ws+muBMXRBv5B-5dcS^%qo}WNXKaBG(mRaZu%me3qrg86 z$@q^;ZI77cl!O7qzNpp@P^w?D!=ALs{&7!qA?i#mi$mk;wZlslYk#H2bcSp?vo|n?%!%v#SSFwoAaXF7>SLV85}y!&|+}!ru(x|Lrlj-=3|p3p|V% zcqULU&H^CKna4E0wMy>9vk#w$`$Y4$NH@jMueQ(j@pIzZm;sTifx2F&a11;8%AF(B zWUEu9a$CLl&dVAl*#bxabt;vwE~KxUHOOp)25uZUF~~?E>u$Vw)i*@hZ`AH|MXq1? zo$h8q9uqsF4Qn2;`08YPS8(5>!n!-$55u~A?grkhdk+X3q?P^8pglTrw~Gn2EkiJ+ zImc3Qvbv$z%OYnMQjtxkMY%oIp0zYbv|+Vj31Z2)yZSP>YM)k|$_;-7 z#hknS{Ql!%f;LHjPX!;qSZ4M?U~=7S5p;9-EUY>NO-3^rHfVeFI3Aj7GzI%x>}?Q6 zML;ZLOaw0G$70G#FB0WEy~PWjRRbq8UQx-IQlZd#-S`X(WLGjtDpJqK452K6HzUL_ zPC-ddlhJXsE8rCq>HTNe+`Y9U(4@ZC1=l&FFy~Q3t6VL;G1Q2}GGm@~E zjz?2(!k(r-Q;Fn)XVEP*{y_cN3NpI!v)BbmL)Ev&79}xZY56IM65J|z-SmvY?gjjT zkLMh4;L~x);Taq-zvggMArN=<2y;iN#HD$Rc)dDFTi0>5^_AWzB8b(*-lZ_yg^iU5 zD6g-KVXi^H*QEXjWZzda346vb%061>Ew>3~UA+wqtNn!+)Ab1!19b_P0+S>xD3J1` z+ik<(QoJ!`jj!QsDzn9Y{6fCa*e6?R^`)vG<@QHzESq23 z0gjZSFT25Cxc&!VDJS=}Ki$)=9-S}0o=Kx|SP{@F_dT&xM?+PO7L+mdXxGY2q4G<1 z!Y>!{5Vy`-qMB)}155!@N$;_=<%&fR4DU8+lBk}9@@LpycZ=zV*h>1;)iL>9UYqhw z$)KS|c0*KDOEK1+oi1b=PTtm$#+lTx23AB={f0@1e2X`u z%@*_EO7C>xN*~81d2ruihJSA-x9$hgZt4~ppkA1#1NLYeR3dH5Om_ELO-+vft~I}S z);KxJ*0MM(E=sw#ccNe9#&kf~`oPzyg{cvSEfvQ!!{rnMuD3xs1)5Q(it@MA5u~3% zmIqYV$tK%w)!Oy|!4u`ETQUaYX*nsH;>OUyH0Fl33>(GoIfuSS;{WJ+{L`@VZ>N)Q zv+XBw`^P7kqcZf;xp*n zp0Ekj;XU%fH0$ca%_KV>_~@YVXHYJ~#Z9@WV2ZM5VY*&B)0uvlIime$`{0qa2o8Ei zY0qAEWJ4#>C2&`blx%#8h*@Lx?FpLVoPK-(&_lq)0j1pd8+4!F7#L2@;Xk|nzmqRO zNAqoN{XYI5U{CpCKmUc3?Yoi$=&8i32m|R%v zqK_JG;7>4fI0Ih=6U8=NJ(!><3}~Osvndoe47{nT=l3dkUP0lZH@SE zYj%cg7y>A3o%~$S+4k0Cr!%wpJWXYhf;f8H3GB3{e)8UR_i0BHTvq2)CF`|W@Ohx_ zsEc*;F%v%5NQRH9O4Le=ZIo;7{WbOLoQeXkogVDMNZ~WpYWTa-Q@407Q>;V9GqUow zqjG#2s*wc)ZN-eMJgGC0JHAYcqi+1RoPNbf^pgYM?<`tBl==JFDNan2Umc1c#V#$? zSBF#2e`{|1Jq-$1>$%#=)^Duy@C=$hZwqGn%^!qM^o zEycxLjJ-wuTncl_(8owvVl0xOf^|!-0&GN@ko)v5lRFcQAvN?$No1qaH^K9-<{7xSE+NACd3TuTl#lK( zv8$%6fx1R@PF{V75N^$3F#9)A|7~P{uSOi5mk;6H-#(8uwq6N$#rNB$s0keS^U>l= z@Oz55@X)glyp_6qgM7DdqO{~aKUM;wC4An2vb6B};~~$CzI}b

    %d{ZUw@uGS^A+ z)s`IPv>8TRePsYCY!NOcBT*WWTlX4G*tooB*#$QjSjGI}tAh0IHO{7ax_lP?pg^oRgRiUl#kTOA&K1Tz8%-5}e{M_YW zHN>^4y8Z`mgp5ah4KpT|u{7;&bZ1!DldX*Bu3p9=zNu*fP)867=|arzOIh8{?LOz# zLhu+li#^7a$Fg@th8D#eb(-p3H2Q!~PU7qta@jK1ez8iHd{+7Ua~!H~$?UzGtDxX-ym;d1SA=ktP{)ru z?-RUNfX4pyrLsyGD4ZkiU{4> ze&)f0C4LRptc-=Fb;5EXJ<64y@keH_$|bo1Q}Kq@zq;`8^9>{FqtsvA_qUe&u) zcf8D(0Lm-nV#sr#@xNrCLmD5=#az6W;2q>39H@pj=Ya9tXpcBP)`|H^C;%Sj*C!z2 zmLMLodqtB8?%u=a8iL#uv$#Cn&kC?@Q6chs7)mh*UF`~n_-TU2Y6piQM7;HUYNyEq zg%J6(^uTZKWZH}5ffDdX9gB8YWaGZf1-^|=yq8L4He8C#VpIl@ogSl>Wgq^TZyKYj z{`~dzQ%<~8m6o$cV-eS6wJowQuGc=a)6SECBFmH_Px)7`WPAo84P9$f;;GA2B-&|J;)uWuln`9>Nc$qp9? z*-TvVm2IsbG)8Yul#W(M@^&ng8rWxSIp3OzvZWJ`yMhX-1=%oEjEC4U!~NA1HAmTW z6ZkTG3^yw)w$J@@Lp>#je>}Dk{FdAWf@WS?nDPp%PV!K*rEHeQ{AmgB`ByM$bcV8+bc6SH>$jCo zz6Le2%pbJ=pKRHG+EbWq1!|5a*5%KhtYp1Ks5%Zw|rOQzP)Sn;YtRO4>bILQbzwTl=)2C z`P6q4EgFme=dJ%oTlSy!6f57b(SF(V_J^FtIpX7Qp+ zM0`MA6=@tNT88w1g=flRXC^dxA!~AFlJNgHmcXOui=btFom9%!DsA}>&DK^YgDq8 zTn1h07<0@~hYU2*_6tl@c06+!c=T=H$&ZAn$d@jx-(MOkYz#v{fyG++j;ru zv_;}p~#}vfZsXLwS?3 zE~6wzm2&{kJl2G_&1cX=YmPypfu&hyNcO3vrmm4PfI18Ut}-}HlaO(_zWcfI6E>rp z5(HVf`u#9p){J{90Mg zUs@%Amy3mtMNu6zpmw!5{x*rWYclbBJ_1X+0aA}g&&1r700yC{(ThA(iCD}YxVYU;TyhIAF8q3%oDV=Fv~Pd6mI%JYZuowQ0DtSl341Zl(Gf6{%c*2Io>pw zF{ika=0zTz1g{J$c&s|3w3|eacAksCSrFPtF;~MenBN*Jf2mEEGVnFf#jeLq#|uoK zXPUMA=#Lq1mnNK(UY#)LFUsP#l40G_(^HpXsp9ciyAn#p+^mSQFgs7RMV6@ z&`FEHNK5mUUdXwyQ2$(=$}QI<$Iy^LmX%=BNkqJ2ybYT^mA<9%#T7!(Mh5v8$f{Pb zZVSJOrV8tmY9=XLA|gsK2$*h%t}JuJkIvga$4GuL=oank)rDPh^)g-_zrc9E+Ph~a zENT%sMy*5yZ1i-2-~IUu0kV1_2>Bk{U4V07vKa_+vCPkH8$i2LXyG$AFb-In&dGU# zHfU(0I!X;{I z0sI>>`hN{4`Jc4tv>CucRGQ7CaNA!B;^ws{yfYHt5l5a=_cYp^Z@t^@4nn%!yh-Ha z{tC|QgQ%B0+}DdzQgr$5kYw=!0OAmF@wdFWZB&FRJyBVS=AS`0cJzhb(o1}3Lzw)k z>*$^XBiw4{uGf&xJwy*G1S?wTHMiYy!4oG*{H0zS)i&do4oDOP-0L%JV74 zsq|_A+5jb?=(bYn^xWL!y^^7t9Og0QfRJe#=MD4qfIS>##-?GbMH&OVEf-)7C4F5( znQhgPBx(w3;epLbuW<}{ZjIOG2^AH|>hL((D$Cv1?KhJdg!M`eGBsb+sB-lH*m{nD zwZ}H+rN}G4#wV}*90-j@^RyT?p1%WMe;doG%gob|blKNbV_PAE?G?t2smOs|>Z!n2 z+^J((Y)E4^%9Z}WMdsu^y#8TIlAI8`-==*`lV0{f3d>j28Y88Ft1j5{)# z^rOM_(=$ZIWL!;T7py0Y2bpNQlcRAW@?@UxjCd|uj4ujgwu-b`5tWQByOUA3ua`(+ z)F?d*nSOmYfa|TleT(gsd`TxAqn@X2`2F~x>zF=G{_(OX11CI$-v;8uy?@ec__ujN zf1Fjn>fHLDXi!lF{+1^%j^tAU>lI9DQjxMJb2s6$`SK5%D`_zI!Bsqh>1|L$=ncwD zQ=(mEjf*&ox>nhoh!9_04Elbh5sVBo#WO4`&3gd9Xfed>uG`%%is!i2FLm3>%pyVX z!gsm&n>Ti6(HhTuqAf|Qdvt4*(oz^g$A5JuXaR6Djr0BiM3a{G>w=>@+@Iv;Z5Ft6 zuHD9B{)A#ZRa@JdWL4y01?*20OwECK!2ZP8u>OwFEPX#giemefg@tL#aL^-_5IAiP ze8%lk&!y?9+pkxU7De3bIP+5rZqi^LuEaT7k`e}kU7MW`Vbg@p;J)^b%YZ+8nCEYG zh~F9|g1m;PRd*SJZdjl_G=ABuT&;P@P=l#Mr<*ax=Q6qBOM(`&QSxbhI~>%ZJs60* zv7r2-5Qzp_ULRU>bQHi{u3S$><5tB-7IYv-8a2B-V5|^dXGDP*R!hPI-;nG2n!ip7rtJodq>~4Db~52L+2w($ z$vzubUfYXo!7^aY!Mz{GE4=fw25{&Zj8PSB9)|50{~q0NVig{)%s*aKN$9to=4grxPX4$MgAYc<&GQm4>u_OF?vGC7xYx?GH!HPP{w-Abt_DKY*nj2puV{&Tm^(snGtTg^GXSg@ndo%*)TGk+dlu+%O|mD zA49YdmZ#u;sxn{4#BkI5P%q5#8NdTkzo#g(x$pT3N2XuUtf{&y=xS14WNohEUG!)a zWDvRquCl)^(obC+O4wx+1i7EWI78TKEEi=VFKP^QyirO}L*Sx|5AKMVr3{Z5TNA9< z)7CVzGKehb&r|eQ>JH5h^mblleK2Qb%^fMs|3KLy8uE;rpx3&atsYo^;dkJBs!#5S zfed`*ZIu>zD(FA%uN&zQ?A1qYDww+ijDd?}On}M?`rEW3;Fw8*Q@e<&ZuMS1UR)*m zx-6O<`YMj==%s~H##ph0`ExDPcSjjI+HI6Oj9<~PaJecGT;9w?R^8$rk1#}JYTSGt z^3mN1)Q;w@GCZ^=zLjERk1J_3_L`~TlM}34E>^8Fx%4U~`g?erbFL%$U1b?3G#Dwi1=DCJ9nfn72@ll{8qPTXQI6Z0e3k7RX0j@ir%9-nc^ z7EZE!>j(mXFB)$sToc;p`zMv&W+~dgwG@#VYs0?ok(gHe85A$dQnOCh(=8`tZ5ICa zZRq?x=a&kyz;s7(!Ifu4k-ra!04EkPmeAsu4+=D7~Lt0YFb+Zm7m2}qZ%j8Ud9S3n6j*#La5IuF9X;q^N_i-KEh%? z6_ar3fL;^H-_n+!CE_7^0HS$ug`8C>!d!RTFuE*3N_U%NYp=G~p*7NPuga4e`e4QR z7*%_$ib9W0@&A6T#aFx`ZBs@$^X$d}Wm(6%{s5}$Gmq;`@z~R4!iA3bdra+n3O*}$ zE*J4^`#GKETSMxe-RX@;ts`q(x$&NGo0#39T(`%8Xlt;Fg)NMCp;G``@$w^Snm6R< zOC4jdf;j@1H4-h@kk)zeR&n+ieeoAp4yui!Hn9x>dooZY(>tg);D)g)3LDZ|d0fV9 zu{?fxsVfN8!LrtRs=iJFBkH2cryWTtZV4ul0Kx}k6Qz^lTY8h4_@deKH*+XYPX$>5 z@KyYm4g~rRc-~~3cQ+}bSOm_Z4LEUo{;)ItsJH&#PWd-(-B4BlyPl4ms4CWmcv&n6 z$^^3nYyi(9ZVMfmymK!dn?tOju^(>|6>ymehq+*#AHDpuM~1$yNK3n&-f*^8;y(Vl-;! zp?NkkPIe4zySMG1MOD1ky-kYpY~&QY#8BCJW1QcVu;H`?`+|6?C!PR0DhRLND?PUC z4K@!R8r5PVV87SUnnS@=a!5&ipD3UqOpK`7Ony5l%^+_nbmzj`qDPq@pwQ@d&l5tO z>Tl0$Sf$VB%$ebxP8Wd3M)$C*c`JU+*NnCj6rx66HeLInL zZdLZAnCx_zycs6$Y0+EH)V41fbf;6m%B(gvI#jE!dfZ7~OR6Wj`~3W!r=19D*Y-`DK%s_Q)Y0m8OI#%3|zyC;q&m^yNVD*)BNnaRZug1K9GYlji z=zTNW7+>^APbuA?K1{f0=9PI9y%e3!YkcFgXwTO(YApPa<51;U&Ma$k_YZ1XvHogQ@))jX6A&*iMQPg$MA@Fyp+rKDb{n68(6h}As{^V zOGx7sKn;g>8(w*JWmZ+Lmr|=_B^o=`b0y;DWajhKd8J~Dyo`2RkGqB{!YttKq)?+V zf4$ajLeA*3)R|^Nh(y24IhHBK^*0kSCvURyv0om8(|lX87&&h-fkYcKCE(u z@bcRdTSe=HVi>!8JtJKk!0TrNeQA!@!6--Ius%N2zX0wH@VO8eT+?=y=6)m05uK}y zRmM&7@Fa&M3o;$a1Qf_a%f8m3WnWIl6fakI>S-#klxcC>E0s+_y~cta)Vkh^mDH*e}gVroT^W`Pb53KG>gmwbn#0N2eiK^7K9#T5l@Tn_SQ9 z_q^~vw%Fgfp_diLN&Lhsp4Ns4K3IW0mjiAwpfg@6v0ve=&#-OeYJA@Df)>-6yNj>w zYb$GsqUFOa&8prVtXTh;Oai-RFkq9YGJ7-1=Hq^c$(IgT znJLtV65~fJ9*`IJN6qew9mK?)jDn01p3ySK8Tck%Z$Dkx9fC7H+*Tvuk=J55A%}6R z63ySSstkF987sf1F^ECb@}RH86DGJ2=h12#lAV_yu{_0J4DBd;%w|JYCltCg`!qSC z9uvH*4s6J18$dmfS&)$8Wz(~(~q9(}F~K$zL_ zyX|nmWgaU6UJj?6xEmW0mx|Eba@D-=j60pba@i(Iya!6MADu^d1zuK`E_vJ9)pY2Q z)2(5?`FhQZ#)&0eCel$l>37c6KD#kLfrG!t1~VFiW%BiFvx0OVseyKPU}<(YyB>9w z;v~9vGlru#^sQel`V8_e*0DN3*V84AwIAC@0oh!Nvd2zHdT))?Y0f&^Yh2}-xlJ|N~Tc(x>sDKdsr8PNGQBr;6h~HQsPA1R{pM>2Tv)2aB zeq?QXDR!qt_AUcS%xwX#Lx3Mb(pQy*S070~zF|F%qSuM#$l?W6Ap|%TzA(r%tVg57 z22k{R`Kp3cZvcgVdgIvQtYgy)$XCaWIw1e((K9doSjq2h{2jGQ156eFg=+uVmvwH8 z_7^}-i9W+xvfj zYM~6Do*XECQY$lir>1UrZycHXVv};)qg8wRNK*Apz84sQ28+x@3^hAGSym~HR$1sa z)U(RwzL-Or@2qe8Fgl#gbQ6ZBbHwNtRezWrC{{cJD3KuZQ#sYT_tF@_o{m=$x8iTq z_iF_=r)VV%8X!UA9WDt_&Emxg)p7PA*xzT#huG8vKhnU~Iut|WImez(3^-TPuGYPE)`A#RbH>k z{ejMiTMEH+l5;)YoU5W0lQKjii8Z}S(nRB~gl+&6$ohQKLI$HnizJ;|q~4RDwawVp z)>ZZHJC_Y8{mLKnOq9h{lM&>%KY=;HF!}VL^75`1E~z%GXcL7r2HObXuaWYp-xT*8 zF;Eo&=>)u0iun4jAH|BebNam$6ki{;TJ-pR0gy~6S+0&vJL-{cGfzSBmAz=~n+5Fn zQ~`V=wLxIjvlB8{>i7M2t6tV0tV771_e|~K_3}|dy+$87V%m%y;s(kiGPP?)PId4o z65{vHWs`3kdfs#}M_NsC-&0RAthl&VW{g$Udjl`rN)||ufH0}|zD1{--x24R`QRL> z+bRE<4M?X~{NRYpyQm4nzIF!`h^<6~F_pD3sk9{@dOI2w+@#8CAhCqsll^`l-OD#a zx9DN)Yk0T81}K5W?~N|h6M3P?InmgBA@YYqeH-M`sra9Y#<9;koO^h1t~11(qiHYA zf2(Oc#qRdl2FGl%n&m2FP5>_y4xPXbr*fm{vfwUUG&VvD&VM{u8I5J)wUX|D8f=AN zMqWwgJ5$pEA+*9NyDl>IzzU!ezI1!SgPw;ywvj=73R8o^Z`O0&5qWMN_gM=ICq0|C%EpU$gvR&nW34Y?rq(i>=C={&*2fNAMOphT3tF&EITQ{)s1Hdgi zrwKAYYt+|2^g!e(+6RB;u+}Z`guUP$1kb_w9;S{OQIFlosxn$R#Ioz!ymG|4n%)3w z79}D3WaL>1UqU^!x0|#gT(nd$}&}s&e(CaV{hD zsx9Ba^W!XlZJaFQW+3v-V9I`_%1_`FINxhsxCX%N4URB-;)Ya6q7?i`+1k_(YWY{U zO#uQTxqVN^nT^SVoeV>2WU5_UfG%XJet%tL;|74f9rWFu%S(>N*4t$}B!1*K0Ei#0 zjHh$?vt;%Th8#x~qQ2zRf<>=+26ZGNVs{O>X^*)0hM=e6B7FiwBS{H|4QpYw>&Hs_=Prll%sD-ZmypQ{d zChOM2C1LG{ue5vEq4LL=fxrFjPgeh}XBDIN!yNNVqjFmgpxgy!>g-2nI(?+Sx$l2k z`}gBI?U*C80Snj&t>~GtTmlPznN5qpY!W+4kZbenL;n}5|7}_+Ic^vn46HbG0mRo! z!!73Df;Ulqb>{tB)ql69LJwN_2Q_2{0Ge#&h{2)^oG(+g09YwhUo-1``lDrcV&ea_ zdd0den7lgK=tA#i4tw=FN-_EZk5HyytUb+cPxXm zT{Af*mTZf%SGWTzKO~%*zgK*4gHn6F)_mvs%lv`Zgw8Z(UkF;Bomc83vl}bbqU0(> z5W8ZMu3ljWzj51F6OLdUYHIBHf`tDQPQ zR?JW*^F>-U0n*C%TknG9)a%a&97?wpK)S_!n~SR5vZy~VFF?qDD7zQ{*>x=76f*!E zCVzj@F8IT)!Tfq&Txu^V_OAF|BFDzX_o4MZix>|K*LPm@}Zstp;l+N@Y!p zC&8BfgGE<#;m0!nD?QVH)f}mSZzZQP$g>K-C#- zr(@na2v_?f*5157d^((D^Xl~czN8-K0b(sPNw#OIw1#=_HFZ_&j)ERx867UK3$G4O z)QvRnl*KuNi)!i!!J#1M?m(}n_bu4HlMJl5;xu~Tr?MLgmlAlX1Pi*Z63BL1X-gdozT@%wl+x)! zz4Bg#oL4@6P9n^B0ige*y>sf=V}11fui(VfJSr2(Y_!66AHwLEQn?kY4xJcxX9z^X z?rJb1o^a8p31XlYnL42vBG%Q0t>i0*DLV^bxT2e3OGyF6VhP6F6J@sV4=%U~=c&xd z!WdY@7B!$nFO&ACt;r5plJsK%hO{*?HuY;-K}uG}qEye7e(+GN=uzD=W9@s1do|V@ zpuma;=vaPZFafUr0z~T2OgVNy53vEVShL)Zk?$0cj1jr_T*VP}Psqq@{Cz_61Z~sf zzDL@wlLKWK%H2lh87#IXb*Bj0gV4(Cq9#o6_);c5F!C^-&Tomdd+t26Sqrka7qUx1 z^D3thIVWcT*&-E>G}PRZDyML4^B&z_(MO&$q@7;If>hMQ_^x%ul;#wv=|w2rX?%)m z4UPXIg8mf;$N%wfd^g00UG>vpe#aw`nHj9};XKyUNpv(58)-Su(umicCZcIM81)Wx zmzan#M4FeFYRH^R8)4F6OPU-{#@_ndg!S#-h@4t74sQ-@m9{~Lb*+VmZ=S`}Guh0l zgx$-s?q6dP1=jAuZF@0--I=jRkGGbe zC1uJ$Y?~?CFsrUv!+W(&6`s3MU?y_*a!6<^>Vm0;3B0;KKa%VM#7rfELjSG%G}Rdq z>0G46M^){Z7?8>x`F&T|0fcHw;a<%Si6NB5A@AaD790ahvBC&BP;U=MR`xw^odnThFmv z{RK#A^jplZZ@!=S91(PUzpCUVa7Yh(GTXjRBlhZ)5y5(<<~^A4IzIQ?bjM*d&sEdV z2s-}aJikxlECYG#Hg{*)eeo%6V{*2`V~l(19t<^E@rTj|TXGVzhg&4q8lOQkvq7KZ z!H>cdPJi0BE5uLVY-sf0*k6 zL~B0;Fdfd}<6TwbTSo)1L**M2ZTN$qf&ks0Y|0fxnmT?~`a#y!1ko;EwpV0S2*vyt zhLucUXFdhINqpF5@lv$Loleo2DY;g@Hvv+%nRDDBxjCW`Qd5njv1JsY#JdGn?quVx zclt%?C zCE*dc;L6GB|7oz*SNI9xpR%L~;o%HKuX0$YlyKJRBfr{88uwPN)gX0k6OGV{xQ?yj z!wJO?7!!GwXuqO9$Z8YBzP9IIe__e5%J-g}eKG97HVMcW%%1d~pQtY8o~(<&0!dfJ zxCCVKz*)|5^l`cWt_5^&Q>N9o0PuXZneTldw*3`(_P6!#QPzNeF7y52 zK+9ji)p?5!QoSQU$V*EhhrkPT_A3=V@C5sIm)^66h}YTWE*8AdaG+v|5fon9rKrFP zR)S`vm$o*^B2WUI-!_nz;ljvMAel?>H!rsh`h2i-)%rCIFYLK5iA`mxD}|1=b9{gd ztyjTbBM64f^4Rqwv#ZD8;_IXzpUK@ewZBRDc<%m2I>h%6R170MYqykc3wr`^FY5!e*6IFr)wa1UBm4=&t((;> z^TG2xWBU=E*-hLeERj835apV8^Bb2xp6%A^EhZ|IhFEX=aSEQ7Y52%&a-Nsjm&aSTCTur@(()MlBC%to6g00(qMcM{y%!xe>Fx18j;Die4&5uo*0A0 zW6zG|f^^0!gpxbT9qg;4wX;*c6HBfh6f|!no$Nm$cR0`)6t`xLzk=iv#!EcseAE${ zrUAHz&M4P7Ztnxw+;VUGTS+9dy&pe=o+_q-w)GCqLES%tR(GucD=QI@V|NQkSj=Cb zx!D0tIfQYSvX7IKt3iUL!&X+NGW;zJkhGo4=4Xjckiz}2;~t+-{%_~~!uoq7z0p&} z9i1!SL1f89f;)RzXp=epgDo#99vV|RZD5)STYPL7*9LWq7fER=Ef68woSmIi#mQPs=cN;~Z_yg@ zt;z;$nwIFS)F>+_Lf9`p3HALs-?AS2v+}g@vUs3zlY8 zFMh*i5*4Lfkk|wP$PJSTTFZIlt6TIHN(hy z8{}rSph!1vYjiWhcqY#Vg-3%bVntAgjtt+=tnCnb`ZQwvc!?i=A9*2QM-F???=)C> z*3Z{yVSs9!-H*JQD0G-(D!t2w|--Kk({>;B96=e8xj2KB~d_qQUeCT z2J4H?!ibxaWw1PupR1+W>aC<9#dhce z8Oc{rMM7xW_O7Yo?4x8jE{{ROwYIn?3AMy7O!KC*@M+6CR)r#>_V(%z7d>c)``|(b z+JSR##U@-1aDXYj_zb!Y*4*8qogv@4$Hxj->OufZU7X0?jVMB3w{Ldb?1;vRe}rIo z#gm4s8j;g5gC0{SmZ7>`QmuKmR3!-z7o~-Tf|#sng{Rk0%l&?@?*1S%{!muPoJ=I5 zi3H?y2J&^nfP|%>PXNg9i^KItG5a$R(~o6-RTLkmC^}L(0qDq2QrP@h*+VF^= z?pc35bhHZ9gfwu_fQ|?qk#r+%TOPgYj6xJcy#deVS&hfsEJGY$)hwZ+A@fQ>jLS0B!8@-+Ydr&AiZ4}-M<`om zy?<3pBi{6kUPitImPbJmWNBH&n3QK@;><%5W=CreacZrmiMJm;D7yz|d~uql*n35{ zjXK^ODhxt;-kD!Jp;#8k>%|nJ>AMKKP!S#9k=M1^(Vz0CCjrHHX*IE2Y>zcB1EGL4Xp|iuV zE&BFp9c9`HMikZgV7Vcj;dlIe+@59Q+^^=nFHqRI=zx&?KH!zyPZ58!4@)WW0^c^H zCv2IuQOplW&nU}Ak;9=P1;-y_k9v*rms&1}sQ_n~@6%)asmue;JAX;bT`j01-=-rX z-}Ts={}i^ONxsM3Qz|yO&#Ic^k5^Ejh)uBiJ{m{1tKuWE$-!8fB1*h4F=wnvX)03f zpDXGA?_u0I#4b=WEZ~XA>l;_*;l554<3vu$q@Hd>`J_CzEjVI43?>_CZ_s-IW+{M3-Zu22q#GMVi zwD?b!13H4}MA8djrM${1@$iknJio}BY-Sp*K7QvFXk6r+xDJ^m^byXfhFo4my5U1Z zoQiUhWrh+Zg-s_iFW{GYv_W!}NfN%w&i}Z8flZC7M&tC11Gy%SwdWeIGawrjQ} zH=LzG5VV>+i*)zmzz7~qNjoo~h#m(r$IX>{fEN8zqrngHA3v7)Rrkt~P40Ubl%fU3 z7F!dc@zMi2xf_ouVcsKl4`J&P+mGP+uZ?58-5EOkai#>whJ~!rTn`wBBOde8)@)$u znqH|Q4Huc$DE7&|TFj)Y^;*ORWPz(_JJ?{pd&@YJCkA0-U1R30dTt3QJX7`yKKN+P7+_TCe>j5(WYwjPc1C^nQNg-wF;2_b>b`H@mL z^{t{*Z;g5Bb~fuw-GbM3HT8ae0%X-f5XmS!JFCR=d>P~WL2*I4FX6OZdxVol+;v>~ zg}FxAj5x#=s7_pm`tkoukz)XTr=T{n1gjHh%%;0hoMxrZ6adi=`AwEbF(N=kt z;1Npy?E!+b_eD48j@}ysk84&uKnp< zAq_;-)=qfJh*&U6A>;yj4OdoXd0pL?h^nWjd3Jky@^Y14r^`_*BIoHH!DxCar{Gm} zyG=z?lcuXRje{at00D<`^ivceQ&ZAhdb)HxT%7<3wvNG?&c^q0!eZ`Pg+jPX>=*pP2RksISb?D8k z3F_@o6?j(_BPR?xbtqb_cY}Khe40Hj%Hf0z{<*Sc76}X=K z3>tsf=V)y2?wHa#%9;-jL_~Ry?1*G%J$v`URcrJ!DC0gK5xi%l%qAZ7{_Q4S8@6|T zvSw*9(~5Os-Li2h%jX;X>#`|Ol?YE;#Wmih3OQ#|$LeE9j3Jbj?b(0-o%bDQ!xrmh zk(gQfJisFGy6UgJf$!Hen7v=)3VvP3JYj%7Hb(OVOt$9H`?|#D7Cg(Ap;kgJ_EV>- z8pRpZFUQJ;Ov+uW0n>8a`hZtyXWtf)G_z!)x;}bV``|o1Eh%4XMWYiBY_iVfqQ2!$ zS@G!-Pr23SttggJSQeH&d-&QE5p5)fUiQ+ojFZ<#w{9m6&zWv3nmpgF7)RZ%m`MT{ zb!~J3PlCF!I_vu;Ol-xO0Bw*>3f^4cct!4YhxfWsMblpGXa?}$>fW83FN_|Gc1t{S zmhYSKyU$O`Mqtcyi!2EprPx)#uJTr8CXnY30(c)8Me1d;lUCBnU#U5cqZSYEcLA)x z*S1vB`Lf2sMa+s~(~mo0BV0g=oxu znG8t}@V(bvRS+;JW4@|4LKq3J{V8B(&Ok z`x(?#F%Ou?ffI~$#q8*M+yRy5+VZy>Zu7u>N8mmX&kFc94u9L}_zb!T-Ld+1r~2@p z_<MPhvS?C5IzZOrgAj*Y$C{ag2tbzr0;|8i!C}k4 zw%X>~y+3)Yr&H5>5M|p61$r7 z{fN+Q1%;bd1zZVrvu7V`S9y+fma^KEFo@UB;muFa!7@U+H_UTA))bQEnr3&!iyJg? zwsbQIjTzp!*I$vbS$gDg#f#DqPeg$BhVp$O^w=S!cFfMtprdK9`80$JqW`SkVaCm~ zw!5Y+OwE#g{;TWiXkw<4BUlaq3XmW^tKh9i#jW=e6D4Q_i2);sA|Yk3q`x78f;+D` z)yv;jIUJHx7aXj+K;d@^*;T(yb-;yCG0@Kiu>BBc%Me34mZ!kPRJ5nwvLbI*?DTk# zYhnz6VV=ziM%_~(o5?)f<7q7pGn-)d_f6d9&<9=S!y*#761F<|igJAx&^vke$Hy0D zm#n+>+b;4O+|$;S=~`SHyjxHpkQzsVooD>}1!*k>1g)u42KxPeAYD%k%Kx@Gj8$6$ zM1AKlDaiSYL9Zf$y>+`2z}!@{#z`n{2*>rb_T}_-wcT6v2`e02V-ux2{BA_P8_*ze zYr*N^fs&`jZ`9swieR%V`O78cu<$UBt3}u>s=Uc4y!DuOejvAnWl$XGRde*zTbC`; zOR)Imx{Q=YM!0o_NZnNPfW>pTLcl!2*A=7u5&>`?ZSzkg#Wa`qkytt@gnqa7kdAEx z(~c9m`#GOMbfwFT@LEk^?fuaTJ6?3ZCaRA1>MydUVqSs&s8+kfT0!RBUxn?zD_ei} zT0avhpkvsO8UJ_dg|lE=Vp`jQ?}<%2^3RM^C(R~@*DL(KTyzB^mpqq-F~m;CggoyM z02n_^-0Ab6sQr}BZupO|dj#`*M4z|7IK$3OXv84PCZD2oS{XQzkipi{wsql|nMM!& zJg7U*@r#2B5R>X2=G1JjtZ=O8;y$9iC0ZyaF>vgQJd<-#>t-FL-Nr-_4z}IpQle&? zB#-5m#Tq@Dn@i*wHVNx7;o@PPpp;@3k5AM{`8KWL$&&B^jcPWJ%|K#G<+pYg9oM?| zNOA;RBG2B;M-w`gv}Ft5RfZS1FXv(Gy6d>w51u0N3tIyZa#~>AGBQ5*rJ0t|*i_?; z?ndiTr~_60H-h?43z@Z@dgs6eZXeuw#>;|_Wx*D*@_q(2XZZjJ9A=zAU+==MZ9w96 zKTcG^Ay5xE51}o8?4{`5yO*4|kVV>vyhJXokDRfk5?Ag!7Jk=apo{voZ*n@+!|}W} zd_Sv;t!u{6Y%ewC1K~m5rz$+pAtCgaiVvtsQ6QHJ;M%o2zMjSwkUWfg#g7msW`Tqg zPF#$xj@a>Hj^h*v&?D>)vEppM?QC+Ig`LQ{Fb0 ze4__v{g89nlG2Fa6qv$#_rg>KHm~vUsbSxrXK{T#9-pHaIVC7=gCjm$jEPPSjf-(h zxqzwk;TAc|8wCa3j^m?oNdw0|u6wiGOP+fSBn{y5{CuPm(y?3uf9`b~8^8aJ+ zJ;Rz>w|3zmA_^iZ1QCIVD7^?0lx_nA1f)Y~O7DpD8hQy$KtMo1dhfj>Rl4*hz4y=q z1UwU$F3YO#e%Ib-pYQs9cqL5dOrFd+$}`5e$33(fpX$TdG-Z{N8wzx~{Mo$FCR0*e z?9oqA_iBrI^h1zi9!z%k?B3FzcL_CpjNEZDpTtEX@I&8}h3_0f1PeQt14mC{Vg~sY zEXbstW#gbInUzf7mIjF6Jal0)l|dRIJM)Az(^DC$K$xUxI1*JOM1M6FL3{SAhJV?) z{5pr~H|gkf=JQrjE%%GmDcvI=beL_@YSSwhHSfGr5ePntGfW(2+hwJrA?tu`K3E6A zYo1V_Ir8;qSRdxm5AL@Uw9ir|pv?A(4q@pkD5o9YgW~byEfRX-O*~psdG)+!zBW8% zrUNXQ-=h=NsB2EPl5Tl{G|mSR6;oJ<=o+DLyB~WNM5nh&2H*tJhM#=D?&J0U<=O$9 z&ClojtGRsusP<>LzMuc^k8pne-|zFqzpq#<{Ou?55B{oOQ_g=Qn(Q4OMln#ZJ|0(p z+W~vmTcDHQrqS%6wUG_l&V2BsXVqN9r|jaHiDP>3W@7UeG7TFmhEgk!HpXj8edYYT zaTE{LUhZI4+!jEh_g^`M3D?jQkbJRvA}sd&75I@tR=nRIrSu!3uhBqVy`59 zSV(Qu=s*n-$AhT5kCkA#N1loX@Uq9^E~*F=A!r(ID&+t*h-NYIaB)C7=)7AWNj^+AgG6HXWz_BU!rKe`wg+4;N&;@N zAD8w6>%ss|0up8X2W9J6sE22z0VUhcz~?XOG?y-N6L`qSvJG93PC3f}XxU7661URc zTuw%;PT>$E;@%0+-Mt7hQQb~{Yu2EkG9J%*{@>*9|Ahbc$%yg;ZA?*ar}O9Hd&#I( za{KH$a^Ig3cz1beO*(d{BL7A+?Z%j7mN%5Xjakrod1~|!pA0+0>Q&&_Qs|!H=Hs~} zCAklqHKFIrC22HFobl8bRKVS4VbkHnPL>AFwMkv2$br|A-rZ9E1n!Z#8D<>*XHX}& zo`l*UJYH^`-val>GB{8GJ*yAzfMn~xCN0A=6r?Q!x`lmc1v-ywS*<-^W%TRo&)W4H z>+uiD>OZ7`L5)=#l=_hE#ZRE-&}!8UN*$olbuqfxk(2XFO5{I@$NP&(cZp5c9=eS< zCohU#$~K|};B#$Dl~jIhuq!V}q@0o1VFyTDEKR6H5F9 z`iUZVx>-zYd501V);NX%{L1nDwb=euo_|310f~A|ea`JDZ-XwSN4GI*w1ebF>DJ>( zuCbj*?_Ph-g|opmavvB^P%%Q!oy#(TeP>_J2y$xCwyTr$&Km>WgY4dL2g-Hx*)lE~ zwUE7*LshG^c-ZOux>{8rh+T9W`dJ8C34GBo`4RI)!>ziYyo%PQo~%WD{ppo|>i z*Y|mw!*AA3q>8EZrCkTG`>i}rekVKmV+HeA?fxHBx&L>ZUfwnjZ0xaXzRzuSw>1fl zhBwyn%igXxI9}8%hZto}MP1+J5NtON#(&3Q7Ob`PI8wURqmj_;vaQmSZC)qRw?W5_~*o}z%Q;& z$3psk>s^T^s`BoJ$~zb;wPFt9=f?Z;kC85Fny`Fb!SMU2v4(e;fX_pZkiE;i^01R> z`|$3yQ-IS8XA`}+rrLAjs@j>Bk}RVS`Sgb8j`a;~*Y+`dD^=Q^i1g*hjfL(gCcDi6 zW!(FPAC^OipBOi`4ovrD5XuG7a&YAh9JllXv21JfPD8<$Y|SIBzcE#i3)a7!uc#F` zd9RH0DtGvC)q^lTHnWX7fU;o+H^?d6!L-dvt87a2fowTGp)aBEAior18-lG@M3U%z zgsjm8R&L$#+H@hZw%0Om-mu%K_hnjXzhe()(`RVD zQM@QLjk%(12!_a~G&R}d5s^ga?}YSlo&`uKor;f3Z9n~t{{d+DKUx3#EoT2~eee%j z#)PKE_AV6o?{C9rM8=u-F66`ax5a1fl9B!A$2|spNy6xTv1ebVMqI9LN@g;e$oFgl zXhnPa3DQxyLM;z;gT*4s`l;xzh~QmmTN+rZeY!YF7Ms6nyu?dc)ICK@0Pr-Cr8$?B z0+C!1hqeVb4x>S40S6M%UboRu)<#hKd}03jYwU=z0xP~1jyDH)fe9^x8v~YMk#DW! zuPS=K3+iDsUp(f011LK}5c{O;L{a3V*@7;fbvPH2gD@3?vpSQg>V7gj7 za$(yjL%Lh_;zQB{9``>OnsGth39qbg-Zq8xNT@uHpI+@yW08=($4@9p{MVA~>c}bv zN=OZl%o|zQd_d|(_R8(44T-)i)v_OT-4U~kaIbQPf@Wy*aN|{yP5qXGLyKKApN;o( zZlsf$MIKQ43=0uPzb@l<7C?d~)ZGrO9b1?CI9AawKI*xBTAyT`n_qZdqe%uLGRli| z%#9bKtvQ;=QwN_?2|am1u`Z|1>HJv`mJq*nfxcK;xxbk2X-U~*^5cN)uQhMk|1PGp z&pnx6747f5{(&<7m-cVsEG}LVwL125_@=^=5_0N7O@milf$^i{S(74$Ji?S`ZfucG z0s~0u1C@x}yXm4w*W}p?f>k_DSl~*0;5wH8^*NM~@lD>i(2sv4W;#NcD8kXol5;cT#$}8NEZVilkniKImO0 z3VAuGn1251LkS-Y<=~tPF%WGLQ-nLY`OJ#mvS89e-@az*@NffI+Ja1PgitPI*l2k> z@H=qVpMbg~dJ6P;=uU+!$|#+66sHOoEu&x$EMp46iO;Df6MaEWx!xNU=nKv}leFS@ zmv_4X6*`I4{fm;?Ps_?wdYsY>FXKe!q!2r7nqF4t zU#Hc4a>gSF)z|jxuDYcC<KQ zOWW0x@N?GCI=v&hC}h6HbR#5ryq|~}B6zl9&T?R-W?XL)Qkq^CNtH2atB*x{;iAaO zdvJ}a-X)UAjxdTF{vaGhM$R>jy1EG7Deiu6eUjeQ zDmxVct&a{5!GrEKrI~B$-e7NlsLEU;ieeqBp(;5{k%IG@zwmhY11r_bM@hqRDj8~k`heJto>-N_L=7G6@5JC(<_tmv3HZ> zKp2t$iKIvB*Ff?3^|-Ebi~2C<=gHXM2a>(ZTgfDfDKgJl38O@Tl8$^r=lI&Exz?r4&>_83RmbmJ*nZxPevO>}wIuvVaqrYTAb!Gw4FhPkeh}{dGUDVk%DNXXERQ3#$H12Hmo6%$ z4g|NNVT>Yc8g>aKPF#W1x~1>cE((2pS^O6QcUDw{MOVv`KY>W|9yt_eqS*Vy=A5Dh;BKLS z7iiEn*RkYhK(6l|quW14xfaJLBC0U)=^4Vca?f5|9_kbyU za2&P&CYt|k6U482{AGvmFAp8~8$G{&Ye8QP_;;_T%F=b(m%-8+K||#Sim1kk3ZnH4 z@d)#4Zy=P|U`T`N#TJ0>8aunlF!$r_;KnDX(>vVY`1u294)TOlSfjbA1$SFFlNB3A zx0Uv!h0~-L+S~du0l60oD13#!`iL1NiH|F!JE=@WVX#0W8E_U~sXx<-S>fm-vcPx3 z;C(0aYxodQLMQb3+(mUth$ltAABroL5YC7XR_>`B4^#K`qDK3 zvYOK_*rzf8zPnHlw5Z9B)pZ>z?vt+_g|;%~CT=^j?R*f(NP{JewDq^2Z7Fk6;3Kw! z7*3!v>;z-)7k2a0V5t$4m%PQd%oMMKpWk9W+crJgaqv-FEg(F)I(%+t*L68_ut;Ra zi2~q+1B=L`fa!YSjXS}MY=Ki(#7@6GYj|Z!+oPaDi;;C`bY6rKOIDLOOC&3N)htaE zG6i+ZctuZmFVu~AO;z}_CjNJlQ6HCE@0S zK3l~=zYDS2Esjl*N95B<9xX9IIZ1tf^nwg7bdEY1wsg(?&iU&)V8N$!!u0buQNr?8 zL*d+{0(2SHD#yY40!K~mAIv;L*m`EfvbHXIat7+0xPRYSs2W_2YHVZ~q#TsLqw9Zm z3P9PZVV#U1|VzCjQ**sd?I#A6hzph=|{*+?<&y~KDRwatUJVJaMoGKmX371KSaOs zR*!ku<%jMxz~36S{W7H27ngvJzbV?TZVSsw3Y3TLQ<5tTBDZ%-Gh~t4UaCsHk(n0h z?{0!J@%fRN2^p>I4_huTF5k%#M2@+={b2smG4y492z6g6eRqs-G~LI!+MYU@l=dTn zLd|mt@*3o^F-3Vr1tZh<16Db>1YuE#&CHH(w(TpN^zYcXKX^(%*!tfk2>CHF4uBE0 z#1FphmH{;4@8Dbi#)7`HZ706G$HzgTXNGDpch4eBREj3B&PQf$8$9m->bcg#4Nl}XAdbh$@M|Q*a9Iz(5meo^3NiPB1V2Cu$c9$8l<_gV zh6Kx^mQn<@$Ll?wZ{7$s8a<>}ouGQNZ|St+lF2=O9pd@++(tRqj+=!cYx_k9DH`Z1 zbSgTZDDwK~rJ_L9adJ{Nr|zrVX2 zk7%2+{o1{)YZd1ld9C{4(^J-#Zpe$|FjdexZfoa%!Q7z#susb;pPN{RB6 z05<24=b7?-z7!y!4}fA_yUx7|pv%+;I*Vts@FOsp!>-?vnM%n_s@~7>erF?WA80Xb z;6h==E$ia(D0UApo6dCFdshGJax1ecK}rAIwBhnH(|x( zub$dGIVHCP04<~G{SRjSSK>Z_c;z6wZF=K25>5+uN&9yKj)pcX+W;0q!{Ig^xFKY3 zvlwV>*1h?aHy1eTvg)wlkzFR=S~y>!KY9-!%Y>#mEeK#IfHaRU*f_pG=V*v;bI#-w z$gVFFJAs(|6-MxnD+>OT6+ro`CxLs1z!;J zPrvDRKjGiMTHyYLqQ%PB@$M1x>pORh%WHDW+-ok7vJ?26 z6KfZR9Y2nlZ;vB*iv@u=rc6E~)HJFX_TvKuXi~pCPzkC(5tcuHG|vHnX*^_ki}mX_ zcYYOs3<0|1u5FI%{rHpq?+ou)Rq~J8S|*AK~yd`|M(Ny0jC6f`f`|E zKKR0**{Xd1o&Lxj-KyRxqfvlc^s6EYIRSmZ5Fkc20M7d9!;e+=mk+1Gr2l-yv7!im z7H=*h0n-n(s+yI>5MjlhP+ z7w$`BkB@84XGwBOx@^kxSkYd9Uf%V&Zuhlw&B0O!kB+H$$Fu+{UiOvQQsCA#HKL_~ z7K21+gT?ZHr|QBWUv1oDd=#+$6<__|vz`ALI|G1he-NdF>aFxQz_QkXUIl+RXBU){pzo3IKP`rhiTILt1`|FpFK!HSMu&+o42v#!od9OREm{+-+R2OsdwbbZ$Q-`>7s)%;&A7BCi7ljd{w;l|rm!$slq zlW^7>_6e3}$G5?uU(LlY9O%c1`ak>EurBB^zRu)flGKhd8c)mPpJ5dh9>tB)XX_&( z!b?^NxpC7in|>ZfgE=?P4V@hGBBv-SUq1=a$aQnNnN9zaCv7+>|EL4GG&FdE`?W>g zr7SXfv11IgJ1Z&yfav<_GGir=%!K6?Wf5lyt`m7+dzvZw@|vG~=D zY8FzO3l7fZo0FG(%2g*0jp&uJ`EM7to!5H#P!VrIC4wJh7j0=W712RdKY0l`Q(f%i zOnBd7yUnK2h1+z>P+O6xw86Qruuh|C=7LJjFH{l#S75szWN<6gn%jf|HLt@@bN7gu zIG0BvTyNagNef-%(DDP1P^S7z>ibo#$8ab` zxi6o!(obTj&E}TF&TnO@!kO{^XmP-O3V+fPZrym#*fd4SRk?$bTqtw%A+m@4bZ#qV z+u8@ImGtra{<`N4soYUDMQNSyG@rcP1F$-GSi<6$n1pQ}a-IVuZrlI!T$^8HFE(oO zicV|LqvW_U5>QCV$^(hQZfIfD>|F%Ks!gA4$@;~HS~J<`%FrCr3~Pt1jM1f{N`tz< zk0(`vhaX^ZEHPfFRVBl*5tKD^pjqE;h;1`ed;Hw&;~lD!L&)8#{>+?6X`yH>hRBr5Gg9dgbk zJ^xW~*vU{bk(=%K1!h1|S80y6tSKs;f|yDEEdX>B`Av)^zuX*kjiCq^S)fHc%nl>$I% zPN`QT(;dR+eZaBK$HRvHvFPoOg8u)eaPn(d`FpQ_NObbUK1Cuf1V}Hqv{$-T> z^5rRUVUU11KOiN*q((hMy>>FQR*kdHJSEr_66=DVw+XZjKEf}6TVR9Y_Oy?lb{OLZHvq75OAX6Ft448ulyYUTr1+I#pvUb_^g7rL;s!m#=gQod(KsH_ z-O@zPThOtc-kwwosUBM#G~lImxZY(o3g6SdcyujQXo~T^_=K-Ra2&*$Z!W$nAk73t zRc~#5oq9gIOIs-B{fgmNK+>RuZnUGF}xps*m~|-?YsV46RX76$m1%^iFiq~b1`?-1h!4W z`(rB}^D2A9<(6%7H}ARG43{xeq$0cvq%r1cdnABSc>GJ}@!IO4kyak?*loM@(#wc@Y&x#Ad6q-s|+IS20gP`AhXt z@fviv10k}W6%g{!1@*xw5rv#@*!B4qRVKP-t z;$U?Fq)|#*@ij_9ZPXie=mH6~BijlaLr_*E^Yf30#YzZXVfu6-H9@84rYL0%XJXdX zVO#+Z)W@g5q-hjWw@9B16DX|Cwq#nXY(CbH@XW=N5@sCS>toho7WgpFotS}_K+ zK4+a~C6&X|j9=tz{RApS2;q_|`5?Avo=#46+>V*;Z)j%SG3!f=Dx12pBDt62aFP0B<{F-c( z8I$Lf7zrRg0!451_OM&5aJL`x6sX*u!Y39@SAtfQfeWSl_z&dz3i*Uc)Y1bbfM>_c8 zqe}$c1V(NK-b2&8&~JlgK^9>F zIupiJy!BR47v01~&bG$YxIkI;mMQ4GRJDSsj0N{%iQ5?C4bv>Xi%hFftLLd9WexTw zDrx%9LuETVE;pC1g6C}TYxza<^u&XD=%VLTyp2yN-hJ6{)AJ_QGlZF$^!}9zu%WU_ z0-ox<+&)*eg*`;4d)n@6{ETbDf%c7fTW_%e$onx2?e8!@eGhc_JMaG}_K^4n zBo+D|NP6Qhfusth4QWJSdhK=Au6D8Ms$=}m47!D@pFZc&Z!HiNHk3t{G+nOAunr61 zc^16q$G^cZp!pG9iLt)e1anWqMzf7lSSJZ0oJ9R25<*$_;Czd8T6o zyTH7lE#xW5;i0itBu5Ab-$%(otY6Lh*Jr#+P66)u%2Oc)J%Cz9?)qXu!hg;GU``J>o1>kY;6C6j7==+tPtQDKXhZinoctQCiS&bmdw$rs>5CJGM~1_zkd zyUP6z6nnOnxHnVu8C)zCu6$jyV4jR_7;F z$>qPKL;hnB-lInnfhH2rky87Gm-eEUaAWo8BJ_rA?3ao?dQ;1zu63y|!7=uE#JS}p zl_ra{62MN(K4zYuKr<7H^LnqU&a(mUE60RGVc{cTrCT8z(65szRZN-d@VNEH^!#Wo z_H3W?Uqp+l?rCD6`5)AEDL)=%MH~pmNvOy%*R?%3Qn-gdN#|2_-rU+&ph~!HN|*BX zYYD*|$y;Q05uZ$(7=8LszJ#o`p}i zA$0OA-w<36LDbMzd@b)9$~vtDEs@n1?>(`-Hhk1_y>oTA>}uxT_uYeUGct3AWOh|Vl)7p_OCpF9cDGe=UUZVTE zqfum*W9KqgwJ)Y`aBXv_D@!|E=>mLuD6x32-gbp=MiSa~xRD56$^z@G6(g8^!5-t9 zBBm!9+yaaUqN9KUb^Vu z{+YuHra+7(5x(JMYkOwWT5dfdRJuG0LMP&(xeHC&*|JtGNr4Q!DBaCxS{iB%kL&~m zTzrE8iy}tug}IG1PhgK=S4bjfU3WLV5+o_4qHOzP1xe~jVnJX5P;v{>v`%`z4IW^H zR(g)yFTj62e!>w{O-8F5*hWfQDJQKesUOwLZ5Xec3b&(rHgqd|UtS8BsLX3*PKjlG z>nro3^=R5U`>K7DCP^&$GDoHnACX>)RzG!q4Py-W?A8vV%yb-9zvXd1a& zefB`l*ZqAodsj(@1`)%wjo53_D(8_tL%q!%tigp+f#Nper%?iidNW#K!o##p)D^Zo zk#E@9n@*kv6RJBY_bxTK+DG!VpXE8Db_2jF6InbT7-l$sRa(LiOFlNHxU8r^xw|zW zD~(hxI88evR>1O0Yfo@c9f`EfC(vu-XY@1b6lJ|(+`4gspFqrXV*+5kSEKJeWWz@y z@xV<@>(~PRsIbb{8Oj88vf&%IhTJj4&Mn>$h?f~6)Rzj%wF%#nP%%%l6JozzM3nO` z)C)0E#(g_quXSDmuKnq^yaeVtv1Db%w_W2l(Ze&K7=pnzvt!{SC&`3 zXEmcHKfodjOizAGL3sQ6IsFI%oacekgWYbC3iYLk#!&Qw4@|2C@=5t_(`VnFkK^uR z4;tqhZkchP_jFROBR@w!gm8Xwx9#i954|bh6k?i(UQcxayc@zs(0MC^_TG6fCCisu zrC|PF0_!9RrQA1(YgFdU6%NGP zn`Txfy(+2X;Vm>bj@^-@^5ZBv#HgSpzjgc=fhG{x++;?dmNgr@2vxWvA0x3$f7>VC zCyE!bXfs1WAs|$56+a5?odwP-gO5P(tDax%iZV_lf0uUK&*P!SCY`>9ZQSUv;Afwt zyq&?$S7m#8zrf0P*c_ODIg{TJZNpoC?4B5?><*;utt(<5v}zm?M|ChG%si`RR@wKV z5)qBz4^`{hwzBB`YlreZye~JF2v=Nkfm*|7oK%w&wo^NFg0@>9RuV^+S6$pHn4owa zouDqXj>VUM)JsTxg?$_mgI}AWqB`Z}ka+Br#sH_p@QYLGK!o1idEI2j*tE{RcBJqQ zGD-I)`l7k^IREK=oId{vpqZgXsAF7j8h&n zRcLZVMSRcNd>?8<3O{%3ix9H=z3#>P;uR zu9HnD_n<=!rHPF$0O+SMjBA~CTw5~>=rYDiu{%JLYu!8Xii zbuYkMUWsnQ24XWLod-$i*!tebhV#COwrIYv1&cIT30l4HGEZkiwLw*q%rfn`RFr%pnsnv2L;fqaOeUIBrMcMud^6z=|<*U}h zlbAis#wt5gojQbP3*cTBvcqwC0)h8BJ>O>%$gF2(q~si~yNT98Z)BwLzTquo7qtO`;QGKdG6kUj*+sHJMRw8wSc`c59>_jj;MOgIq<_wui~L`K1#}?EMhs%U@zjHVveNNtHMd_O%bewA;9q^1n@ETu8T zT|UhIR+}vrbVU6Zz;x!Fp_YuMkW)UT@<_!hY<;4VPauA4mc#ls?Fdn^_tUl9@;mjm zhm~oXmM{8{N`luBtoPqc#z%|i7oQX{zB1P%cfa*|{u?pv(0fZ~AUr~8ddwHxMM`|M zofC=^7gqE_g?F8N?rvO40SNgBtW;LV>Mru@8mtDAwd7cx@K*KMZ)@k}_vafU&Ro+M z3E3^^;2V^gE67qe6&2MHXrohhl zYI#~4LvPxFun+J_p_e^+^)o{oUpA&hMCjWwwY|L{#9Y_%3ACqqQq?mfA?luiKjq-F zkWFn4h|_i$-;5JPLd9jA=hQC0-#s(XSs~&~NmWmq@~T>rLpq;I*4`Pwl+QT0m!xUa z#akQ5aK5&Yob?@CsdMDGlf}|&hqcotJGqcW@i4gMX%V!kX_684plxevfQSDuCPft3 z7ZBV=n4%;O zLsN>-rDE`LXlTDSI^h#YNBZc&u(+ogP<&=N&9_$COtSOZ9LVmkyj&fdA*9Ni32O+$MW`&tScg(4v+GH$(nTeEW4PoV0wTE5(E zU@mj0P$T-3f8L@lV9jSCZV=^Yd5;~}{pwwlWQ8J;*Bxk_D5keYfiY7YDl=7%+jbO~xbA*`0+zQmU&A(uO=M%`O+rtz33|K9$|G{c>|I|R% z3UHKmEnm*r|H9(bk?I@}N-j**?H2bha^J?)dxo~eO$qJSf;=DQ#rhtf`ou43bJN((@k|+S8ZJeRxUBmfMbz|9g8^)WVuy%Dn>YC#F_1ZMO z7f7QyV-y%*HjFs3<*|LCLn3*O;VSSD>CC$sq*jOOc)i6JC2im9Gew}{t)6t5bBOW3 z0U|hzlu2aYv4ekHC6i??e@(oM#Q$vyUC0R@1$_p81#&WcS91;{JAY>Vm61)HK97mQ zG{9-o@wC}c|FWZB?86EF*s0kQG8g^;*{r%}2#B3y_y>=Ps3^X^4(4(FveD488-$(t14lEjDCY|}6@YCX z1^+%y6rxhPlqe3Idma=AQVT)QzWNWOZoak0|D9aY-${plf6gDJM*lQi=Lfq@W~j^w zbX9iiA=b*UpDzfN(dTO4I9lT;6pJ54wN$`QWN44O7FXc2k|PjHaBH@)j6p533M^bs7O%D`A&xbH`HX;#%=q6 zs5naK)}Wt`{JT3cO=)MInSBDi7<~|Z50*ZAzRUMkMI*z`!aT6}fJ3ThJL4<|h5sRgAh73>Tc z8xlFnoMhi8$v#baby}|7WN|kKo>m;-;GWOOEtLi|h;PU?s`Vxa%glG1(+Tp=8k4s3 z=}}kqUEjSqY~|R*?M>oolT&Y9QB{Yha@M{P5Xh1dRn^K~rcs52XHo1f^~BVq(jV1U z)Mj3Hi;Tdc;xgV#Br?FZWzy5%1FDHf{Z;$9{Ch? zR4*tsWUQ0S8a8PXKjaxORoblUMtmHyD!nOJvLGk7Qz#6ZH1j{4LQEGJds@hr#pO#~ zcZpe~Z_}>qfhs(*)(rDHC~4Ezb-?L`Uc?og&N@&BH!;Wv`}K4-G8n=#dtwDst!kxv zUe8KhjOu(NYo8gMycp<0%Gy+hS`XhEp`SR4)-DwBX`y~@4enJO93G+?pm@}HKuI{| z`etPDrr)UqL7QCe*p6zs7s}q&)BI`?#n6&VwKRM)=_@D_0N3-yt0?215i;YPa*8b_ zl~%6t!ULTAxo2>L4Pf*EB#7F zyxa}t`s;Lg1M0xeR2W&NWmev zvr}a7L3V{3-^`t8)Pt>#m8`sFF7Arn7yud14wM18J7(m5y@i4~Ndu~K3FxF--~Lw+ zeRW6>y~!60fPj{DckrKy?1=$GxeO_ftfQMlkIvhFep3pg*et>wnn+_kE(}+xt9bJHa^JTx-kH;C#FV z%1KAI`BZk2hRD>j1EaMj{(G~7X+6KtJ1B&XQgm+h585UV4;RJzBLZt--O$H}?)$ht z@DBDi5WubIr#o5X*~EtM(2Yxc)<2x6Vu3IbBoltnE<=mNNy+gwA(mcYz zz&!33bN4&9$~LjKhtH=4%@lE@ZY)M!DcCc78ZJOK4MLPnsp2b-SVd^YGaPiAT$LtL z#e*vPuw{`jKNp7%3t~F^5XM^tx%Pb2t!|E}+rxU+y&_}F-md2ZYa1J;eEFz3#%U-C zv1QBb)+gj%8h*bvH;O(s59#2qbqdJ7S(>*QuVm-<#$23o$zs%4*3~7j-sewGN)tE( z)WyN`S(&<2L##3H-j66sGz17-gyN*$1g(f?@rX7kb@FIq(Y$!Sar%fzFKMjh~;ti9&M{h{r-jT(iwo2k*F} zH18Y)B~9vKqcl_CCy_@~6|#t?30hY26W;UI1nAqn-AAzd4(@4Hj^<{|9t$ch{37q9 zC}w)Z33zdOYt@@OCKQL{YOPiE$C^(>y|>O1i}f5|NU}_x2<`GN>uKyRzm=$)e9~gE zmCwrqnhC-LJ;j01rvmgWf*R_?Y5YLP^W(VR6sUiLkNxK$az72>{=eQ;`tMZoXEfJ%NzR_n0EVTC8jYj7^b7vDMwar0_4ur9Mw|214o=XN0)&Kp^>H61~@E4bUDFx{Hf46RM7!bU7xK|aGkF9u%M#075F|B@O`qt_sMFbsd-6`MmOPwjO^C( z9j|FHi(^Z&P~zo`z`(;YzJq-lV5Z1H&DhqJyicI2SVvA6eK>Fg5SFnmlFx_yzdso> z;oo>Q^Vg9N#c-6E9rUmQD7P5E3;<01P4f)C|JXAA@)mpnJ_66~yE~W1H^G7I-`R~g z%+bwjZm@fIm#qF+RpH0Ft8lElKdS04dh$(ozgOxnTK;di^bZY$b3QN{=r=0HcdT>3 zZf9-&cU0_GmHQpt{Fg5LigX7Ob>9@f6}ZcDwW`CT#yj?-_@G%f)|U8{}jX^+_D^FrvlF5R*48LVR;E-s1KETs_}swtnxumE{U1rl7vM zt$%=~Oq)%#^PHkTwk}gV=`abBykR{OY(6o<1go-C)hk1Vq{pY6#-ppsOoPM_ zIeLXLf+ozds)Upqu*_CYpb!%dSE_c58!C)A9F%8zO~=A_Rq^H*VszNUZ7^QP;nZ1P zD>t6xbKhphvuYTt=X{9IK;iN@nbq{on}a9V6>{z5K)~*m)X2!!yjSieXTkL>Ej@Iq z;q{P&e0nB4UwE8q^tKGdjThVlgsHX zUL_5ga2m`AUJPUo@loBePrC0k4#CCnUl!pz*rEqEv>Y9%yT=agt_btN*0Dpw1-#eE z+~YG#IcYF~F-YGX@&E2z`nXs}Zrh^^Jh(@fE)DSIu2i-hMprctu&;I~$=L%Li%WnL zKco2x6Ksok?H$gTCa$a~S!G-~~IMKnd0=vhcwSI?x>7x91ag zbeea=_U5MF{r%l(nSO|W;<8NK-)QSb!?DQh;ItjpC)ZB3ZP52Mklb?m;2MY$S2BL!BRo5MoAMQP{+tqTs^_>d;XGP?vZ^H+sll+mE zj(w++FusA1=;5lN19(??7Cql`U+}-r?)`0RD~I(vT57F+EG)KIT0gm@jIrepr!4>7 zKIczmS49?AzB>#x+)-UVJd%A^WMMN|A^x~?>yZ4Ei+Da_h@A`3P<*ln z{+s*%dz-eOkAXvNC)%z^2DMgn8z#XO2&f8Z-r}&6uty~L$PYd+j^3LsP7Ayya)mNk z^O-ZgjX5Dkv}VkLjlmjEu2_(a8+Zud`5@mbF~Y@SJ?4EAY(Rnj*`0e8Xu(I-$2B74S6Z1dFNvJ8(s@u7+; zNQeh>zPG1enBj#1lWT9WbTDm&`WVd9przTxLUBfmridyPY^2!aWJd$6&@=GXz`OEH z@yn+wHhzS2ZW>xn@w&a$+tAG$92H{IaG6QIRzX#1D&0Lc#nZp@(zE(j^z9@VXoYXW zK?kyRwgc zwcJ9#(@jnC{h)AA!OuS)cd`S)sp@LZpIx3?7A_!q5Ub=Pi;re*!#r{d_di6^cQLau zGCz4GV*Tvo28LsM81(*HZ4_Bve#opS)raeP3jQISPq4wy*2il5_aiG@EpE54tzNLC zS=8@|gR?^IE(E+G*(<6Zddy3W%CR;FmkR3YQ&<)HoWloiCHxR*fLl=!jWA|6^|r%m zR`UzASE}endYByQla!REcqNIlBJHjuz-y{ep>XpwmhjP2S`Uo`v6H$SdCqlDMZ0Gj z5mC7>o^QmM1~J;OM<)+0T6mf2vbGTTxJ!l4Zg+T$LVC<}Gt|3QVqdsY#)9r;v7

      9UQpog;yn3Uy?3}GT^&ne-`0`f)B<8)gZV^23x^|Jkl{$7VNJ$cHg=|^8Fc^Qy zsEhqW^C|lD_1jKnS>TWSOfluJ*Bv?KywPIF_OOYLi@N6*b{2@4!mg^bVQh(J)Qk+( zKX-HscmUEP6PGIJG8kQ4y+`UJYl#kW8Gf7p8uxTczKU3gQZ3W$hwf`EV& z5d=X50wPsuQX*YMq(ne^Kp+%BI)VZUQk33BdRMw4y-KgrC835EzKx3dmj6BPDfis_ z`|eTW-r1QwWzCv3Gi#oC=3LCz$M8uq;cV*`qS)L)V7v$tT79~E%=+_}+3Z`wgBYXw zzIdK4zgKr7*so2UB!{# z7`V=7B3sbUcdTg1c#`mn!lEV%O5QJLk|;(v0gp}~)Eo~|mq0CkW%9Zg{zcle*0`Uf z*!!)C*w|j>C18aRCMu{dokiViaJc>KG2#lCniB|*?)n(px0SrCoSarJob@%2 zcWC_fPIrCQdTtZHKt0y0~)COD( zUS-q6LOz!7+he6*H5(t&@!HHV8xwQZGbOvnb_;K4E=wzequcF7WXDBt++Tgn4oXUO z)yhWO%GgR_&4|Da_GZw+@I;MhVPSVFbcss{Cnsqk94@9$gGx%aXK{ov2KVlS60sKh z-tiL-6{aOg^1Atbi<+jRfo`|lTX@z7d|Q4yTUZunJu{>b&HVCy9w|}4hao9Oj#uch z+CGXB)A~`gC%gY*Sf zr*Kn}c{OurUz1Al^|I-v=9lCBM&Mb_bY~FDLiR>Pqbt! zMTcd>WK4{a4Kui;zysuuond)m85M$#u5)de9P-%g9T<1PP}lF#qI?tl`Eo0zv#*tC zh^JirC@5iXU{;^^cu=;<_p43z{mG)zLK!YZw1wy?oca92L%`+Uhx^Hp`^6a=p;YVF z;PKQK3@%$N58eJSYfioJomE*|rD9S-q^>x@yyyH$;W->pj-sp>G`N-E064u(nojeX z>M==G^F|{1Rb&`5z2DU=D`zeyol}$sB7Poh=8{}iQPH@URTZXLgbj*OB7QkJ^*l*~ zCkTiIf@9DW0a%F7dr6-B-a?!82W`oXFUbpW*6+XNRTm0HHWn24j-VU3V~ z(J}7tFWftSlF6iY^R4R3;UVt>z(4nj8b)iPn zk7}n2zPtUpf*WPy)tM}Lwl_(ZB(n`*${IEQwmJK6a0LI}=XkS0s@vy5FkUrsoqLD5 z8UZ?CBWCz_XSe%1*8hA815UtX(6XvZXL5pK3DpSKwp#F)N|AcQ%a{;}r?SXo;i7`$ zitGYUr1Fw18M4gJFOM?#_f8u79T!ccxQMx8me`c?!PfY4)Q-%H%34yN(JG~C1PTvn z=4R4s#Y?;^U`8N3SNZ2;VG#>s1l{`RvyCav581D?ofMCH-{9JN3TGnz3`WF0>6W7V z#J=uIo3HbeRXf{xJqVGwqf3s4d^=wyB2930YWdxLq&AB_(ZkYUZkpMUMRE+Cz zw2$kyr_<#Iz;O(3Pu!uMRCs-HcQ<;Jc7t2iHAk(paHDJep&mOxWJ26jWb_9TVv_QZ zk|Br1Ae-$4U-+!*u|>RhkdrIRj;0reK7C4GemA|b1M4bkK_t8r;|%QI7X#iptf`TW z#Q`$8ZZfFNgrrvc(`hzBvBcNp@t+zVLw&{S)dapBUB0`k>5FnF&eJWyT%52XDt;wY zLM0E3YTqFlhmoO1-wTHY4u2SN=Qg0V*scVf7N|V_HdD%X7{n z!h8m|s@)62?jXg0O?L{cl#|g$v$n6<9C8&8bTi~$*FA+ZdjQaaon+}AGEy1^!(Id5 z9>qpN8zI}2xlqWAnj46T4X1~0)uaHf62A=xm?_Z(Sh-fn{yNriX@_&qbE#(WNgnNQ zNp8AReNR!1z}Lk$=^jz`;ENSXCYkU`m~3Hz5SIgn4vTS8^AzM8K%tcgb=hQ~WR zA(FV=t-ou~%?WLRk~h~J%EX~Fe4ck6vzT@ZLehk24zPQ>_ZDZ(Vcq~*N17FshkvW+ z{n;pCAmN4@q1jOc2N7ik_kW$PdRw#}>y?`&3J=P```uQhnsM|0l@94)oUl|xl z_k6uu@@S^>fPP3P*k-FQ_R9#LTLCiJP@NaeWCh zGi2KpZ{pwNn@*%8e(trAXZ=&9C`2&*V2^VV^fc~sx4#F`=#)7J0L6?}HMj)W91K<` z=qoHZ%A6V@QeLG{8xmA>x6@6)9noGC!EtV*0YEqh=CY$}8cDCyRwHNyk^1&#_l3b~q|M}c8Tu1?BWkmM}AQP|e9MqvmaN&jhX@_x$(PZv)s_P5l5pUG>N z)HAUvo4w!aL*sT4eU6m35B%`6!_2B?q4X9c0}zn+NID(!(pP1olcx(=a8+~cU2EzRNHJ`6 z(K}vz;IdlKpqdeDP+&$HT+J$Y)8mQ@uzKX*5Uq4btwpElkL>=J>AhW%#5YGGK|Zs zDx+n2MktyPHlE1RD7@AFnUp30gGt5TO@Hbu2ed>W;Xu+r0f zay>)e%$86bvIvs9{ULT7vJR)BCvp#FRJvCT`Ryld{K5H1u1VPSU90>jAYhOYRs!Z8 zy5PZz37^D}$CS(5YT*CaMf`QaozVZLNVW z;@Z`Zfr5&8lo;oU5Dhgkf^x;Uu3SnTDk!NZ((=l66LnJlNu2yUtnTx@i8h zS>u9ZHge8M8vi|+iCx;14u|fCJfg>6k=};+VzSiGV}TnCdP6m2!)!xOG}$>BVZEAa zgnkJ7rUT%F^4Em4VT8q0(QtmH-^mNrMT>*W8_S_y_Rgk+aSq{83h0*!O1-Z=CE;k1 zAdtm6LD5}uvF>EDO;0kRP&)}GYm&y-Av|pmaSs;EI5U1ZFJ&(Aco><{n5FL7s=g$f zY5j6s^c1ZyNcQlpx?xmk(t3|GsQuuZb7B@%;V%i)Kpw$jFaa&J_N%EH>V-=sB_0f= z@+B<%9W9k={VP4(B4huRYX>yuJ#kHy23 z#*q^yZt^9n=k_icG%-X`1#WSJ{De)Yv5;!^g$u>y2`2e+$2(8J!qRdc=7y)rB+YAY zo;WT~g3pY}>iNkx^mhDMAfyhT)Z1MaxmH@?%kZ z&o9ZS_QN_eQ&g7huRB?3(NRe#ydHN7=f%WsORLPaqVgJ_4`mS-y5xhcBqL{y==*hg z9Ae#hl=4esKRuyA^s`X7Zh&ahXcU3BICO&NiU#us-3wjkAPu4L^xw#wn$djwo3XF; z4J`Vw?jO&bW4`#*2#U#SFgoD|OOBIVsS`}TJ9`eN)tw)tUi>_fM*|K`+9G1y^Zd>t zx?ds4;iC=}tukt;N|?xnZJI8bvZTgK#XOdQ0QyP|{hn;+N?M5l#j@JtD@=EIZFM5% znMEl^0atd)JHs; z3ov`F+s+l4f5ul)H18&;a(7Vo(k9yp_1+Ytl2=t``FMsR#^M}5prK9K3lzSoKs@pR zd}uC_M9j3ep)bV7(UvlFQo%?3t_fjRrCGfP6yviwBBN4*8u|b)OH#yVpK*tea3xYi zR-Q{otkk;tw$7yaeP#Me%*#v_3LnNYW5VhsS@NR{9x7kDne`-7Emzj*m)iZ=LH2*= zca2_0+QJa-MYTAc*CoNt?_Hnpe9D2EQ;?2~G+6WHooIgVEEo)~GP|}?ljVGJj>^}s z9ZCw9ImgtXEOm^!7Ew2u8ZusWhwl=W^aV#ao)7I5^?*e*dLhQNYW>V3`$i@i$M=b( z4*y^^{LhZn|CheoV?mF6ID_s1kSCATLWjmC8(6BhpUsT8EyFhThI-RE6dY*x)hu=% z0FiFHDCS1K>jpjdXZ4$elXyIYaOMsGd^fZG0uTXjs{bK2%hs0;i(^<~#QCuVdEA53 znl7|Y(S9RLc;ozwbeT+xH-_)tH3s@&!%(5U%divj zjyCKkbLXZFvMFqhcra{VTwO##e3I-sj+yfurTk#X*L<73-Y z4q-c+sxwByd&Yfd`rVY1$7f3RpH$LWp3mjj&;>o^GoV%=|V{`@;gl|2+TZ z&t^OTert;ektGm~!DcnK|1e?JNU0qkc0rt~@vSV&U~?Ty;Hxx*vwRna;QWqNRpF!C zg^J#?fJJ}2n?A}L5na35LQhdRgvY{SC&k3mF`pa6ddl&5_66w`DF{LH76F>IjMtE@ zfNY2!trp8v^Zf)*Zl932p6lA%;^6ge!oL|%B zfhoV5vDx8&cBa-2EQdedZO@mu`zb~cU=z@)zk_uChK4Sr2KV{7{dhe9@S;g`|izh>%WVPbky z{wf%=rtuwnFo=eOoui4v_lmG*5fqk`{Jq)^<36f3Ig9%argr>t_rYqpW@=({*OdQ; zskNDdIanovf`{)NRXgHkD{RPmNbZC?O(ODn(+CT@vzZM$ee#VMiVY`t?WvW&Da&J>eBUpcHhq&+pQY&alT9amLK&+d2<^x zMVww@WBlNxgfFAr)7N-Zno47-3O;)Fy*Hi)HFT}|qJwd_MHwQgtax8)zG;1G=wj*J z)5lf3McZ>*VN*r;Ni3sZ|MAd~Mq<3;#4Sp{i;a46B!z*DT!^uixF8BaY4s2FL4>6d zii!Dh0^tG0lZK~pzjSpaQBv5)$OuFRP!)ZOea}~;jyv>R$tuQ7H1vw`jl3~by??5` zy3(>Y^XvKt69BO;XSOG6% z{W)~Do7D*2|JF(R{i{%O5;O}Hc^qrJ(wD|YquSs=DJtK>mJ<7Fcd>h$hIsbwG$NtN zefOWq2RKdIe0HO!5x;|Xpr{+D#~?y{Or0|NJ|?=^z0gB-N9f)?!9ottbNZjZyvr=@ z2-x#GF8tD{nUB}3C73NYY{6Bi`i1^`mrLmjQgaeImJr1vU(J?B$j zMI9x_?s@JO>9mc>UvklYNe5o>a zwx^5nIiSf~0XNd66oMQ)6f4v}rS^wBIZ)!h6!Qp6*E#b(#kEHB$&=;b+6QjuJ0R(< z_o%}Qngb>!oS9|L9*>5?`7&SlOJveH8R{)+4CZWQ+%H(P}yr! zQGsb^VewskF}}of=G0yq36>lmab=5c${Tb4e`e|jKefC9EqDd`jRi(@> zYy?qVZGB=RFx{It`h>doyg7Eeqwrx*fDifbqiqh;P2;*W&$q6`nUTEdZb63r6;i&@ z9XyF?xewHG@eB~*UJi5V&$3OfQYeI&$)v~8wC%~R@~e&RN=0YfQgKS!5epDGp&Bx% z5vy|JX^4F_x$ukhsg!3*n5P=*vHnhRc-O6HT2phcz}3)#jHRryx{0JSSfS+WjI*zT z{K5U)#(YD>)sp4QtIk-i?0rrF)Egq7xOZhZc+uN_w2`Bo)OeCVB`n6Fnm%3;TIa7FJ$1Mn*1?bG#P>goK13 zoR=j;1;x)_6cRj)1c#WI_&DitS~4aL_{x($y}3_ zlUGnw($Lh>hTYQ9HMwhg&&=Gy(%!+*$r<6|>hs9g@3DVCV8qjBkx|jlU&OplN=`{l zOV7xBTTob3TvA$AURzh+(Ad=c;bT{KPj6rUz~{k<$*Jj?FSB#=3+UCg^^MIf%=XS< zxo`ly@5TCAvOkrJ5-b-kK0Y2k;bFOOaGk*q9wq*_QV~(T7F*RSGfj(VQsPkpP+)84_vOO> zx&I^d>>tY`nH}e8huSfT>)LO-_+ln^90P?H6mtzBfmn+8X{ne*K`O6jqIu`gWWBTX zVF76}p=Npv^7ZLy>4Y)sOxMTz{Y*OzNw3Q=b*M(D&0eW8$LqApHLmcw=PipExJ!LG z172HAf$>|pf#w52rz>CXDbN*PWS$D#(gk?pdiQK6_Q^gPjV0d~^J=weu9z}qynCmz zi^50j+D_F7Hiu`_W%UK_X*TPJY6Pum4K{>hDrbB&j(vD{j3~F3)IZl)$2i=87EC5j z2n~I|Le}!SZO1XAxIBbd{y01ib7qosrgx=M*qKL(ujB&XGKd0;wAbwqtGt}3JYz}k z-H7$H#%k$JLIWuL+&FC=9-nL`k#lFD{*rLKnrRRd|Ixs?K5$D=WjeEfd4CSCcOA-z zK-Q}kDA(vPbOgg>ji7EfP~wI}m#WX8<`DRHWSu;Wu3xH<@5NAP8sBC9>-VmDDq=Ue z@a}D5hg6E;K^fYjJ$EDE5g>%9V0@);8#3tgsZDaC!6l*IKzFN=S)vHl`Z7Bza9rus zRvU5d3iebJh)2)Iwr*-{#ywvvVf+e0Lv}u5ht!Mpf^@VMKnV-qtMqvzQ1Y z(^us6ROLPu@bKwiDTUW4bGe9fHAltOFgqpBhdym^2AR$xn;>RRvBs<_q31?h=B_8M zz-k6QOQ-2H!L4W&k_S{ON_`H7!>8c`~SSKa)DvV2FSPl=H(dS$y zyt9Up8%4Z7Yeu(orvmC%^5NmQm52%6%+++;g=2s=CJVQH96nNah4Q(FR+}4cxrH0y zgHQG|!zZBJ!z3f2oNC)Um_)V9r87Al|PG zWmW%+q|C7+Zx~-NV7G-Ieh9+4Y;8$gPi{?$Yh=urgnM=$iQd@mgH_fh~!zj9M^6d30AFH-B=uP}b;k|r6e zZ1^K7ZCF$SD%@(IbhZ4BC+ELYUcaPU^&`hg-zE236-WQ9oRxoFInX18$onCnzgBX} zZ+WZub80FTx5Yln@8Ng;6oxQ)0sXn6TAUY;EqhKhgl!yZ=TC+CU&i%Q;r<(y6IyZ~ z`0`C-j_O6rK#8j{?lMv0l0-T#ba@D`>yHX`(;{EaVUAdq^Y*g#58e7d)M);R5_shf zFh@KE8TW({b>D1&j;oM)<04lY6>|@c$dPLQR(n5Mp#0x8D*mJJy<`8fDIkBf!6S+O zO{4nNl7*eWEAHPW_%B;=K>vM0omIB6)B6nIOo*|CTmfWPWxq|Jt6@FMG|OgQBQl!2%}xx>&8~B)MSgw}G|-%TiRoDab#Q)K8oK zzfqsUjx_t<>=laXnqoe$51RjG6n$D$F$%>?w5zUnihkJt|0;_hw(LnK2zJKsOGZo> z4?230s=9OUx0R)*3@phQ6dhz$CDjX$J8b2h>009KE4u3|eJ{M)e%@fmWYS6HZ1(u%MlQU1hnkSnF|v=eo#GjzM3dAK z0c353D&C$lvtaM^8|Nq1Ml5*qwxa$B>)OFf>)Xw`sq+$c|yKQO{&CFR=x#sud{ zfrD%g0k>lGXCk@h7GM72i^~o56m-ljPS_aGPM_D&?blP?S>n-jNIdpuxMgNc!k!NZ z7JkrM?)UYKaCZ39kUF|VqQdrVg7?_*EJw2Js|@B-gjZm68NcANN0DUzpn=zdz71Q3 z7Ji+*H>`H-npZPh3`TPtRZ0{T`>7npc7R0*m=M8eN&U27^p4F;^C-svn4lXX>$o-Xs4`fYef!Lwmkr5z)P(No<`fG z$D~3puPr|rVySEoi@5QWJ}zA%tJ8xSbN`l(d$q&?ru zo5f|r&y4WnaQfri!8m$T-08CFUhUqmXE}9E=3WP`QD}0frh%K)J|6(X!q!JsCPkVC zie+s7y>@0Ucn$!|5OV97?tk8gP}UA^KW+}mM)rerY==sYUI9rFoAzC6Rul1mQ}~Fo z_TL-B+&`}2y9o>JT?sdy?(6KR;Xros*VDS$4ghV*XFGqXQ*Qok8;oWV&0fhK7w%tF z1ymi@=*)df>8_+$@S@TK6#hhwsk^_XxY)9mG`2rd2aN=-AARoS(j+(s`>Cu*e zqpOxMbeo_ZJCWt6p>Y5_xqkqBr3ZwLn!3h~!)K7MBqcvLJ{|#Rh+MV*6UuxWQKFBn z?;JI~4{jIcen^kz$&pd(&2_%c9&v@)N4RTG2HcWRC~Q+8H&!0xEzw}*Ce)#sv~aPJ z0tIe>b>$XymF&8%jo5gZFTDTK(ErPN0?tBtxOT+FQ}UQr=Rx_ps!L7q;V?<*u@ooi ztHA)Ud8()hMyKs+*u0$LouaB|5H4*+R(MC$L{oi^TbC~u>Y1HzqK!o zq^QesCXU7n&AwjW{zmufs@|J}?j3Djoo_0ARQF#aXSz{&w@``C_e8rIDy(9c zuD{s<=>pG;*JI*^izHdyKAXhTT3&XY?`jnu>GW zlbFzJ8FFPwKOmd|Oe)lZ>-J`(R`|65Ffwiv&k%}V&@ z^;5i^37h#+^aYMaIZ9%%XM61E^EH!Mq#-g|5aMSk<@D@Mb=s>VjjW|>k>{Eh4AZ#$)ip46%C5F)AAE3>|ZB& zn}5Bn`1*Ed>BsP4&1V3tEx|kiOXD0pt60#wTM;VO-|4u9-0SDxwc0nwn`8p7xCD?nh!3PTgDMK!EauRzwo^s{h7{rF#pSKL^~|0K?DGt`K_-XzY34q-TfP&K zzp>vvFU3SnJ%gmHG|0xlluBY1%2(N408VQ}t}B0lBsZEP&eUQe>s~zSDp^C5bWM#e zu%*j08=J@Ari5~@)kg#pMD>(#1K7wVEG1eiA;{s@%Cf?TiEgOFjvB!}^(^#cH9NAF z<<6Ueptc@PygNSK5{rI5>X?=cx%0~>vdIM#m%%;MSXWJTBu!ssLaiY?y2o|eiJ7gy zDs0cqb{m#0(_3AL!}mA%LOQXdfme18JST16i8@nE4Y%`8_$4i6Rjf3~%2aAOqSTdDl$iZ3U$)cLV(VR!h&%2|Va%}ukmbuyOCo^}s ztzJ47-dv=wef7a*dKR7M(Zx%p+|5#~^G=< zv>sb5e~Ni|m=g$ocA0&B1c9dh)!&pHbwY{9x@)ExY`{UL77RQ!;fYlZSjeAy9{$5% zbN$({L#Q!yu@{6IJ2X>~9344h}d^e~kh^{xrD2@3l&2$PR*F zi8j6te_f5GT{Jv~jXeNVA(#z!){jg|Z}6EDdmzS#7LyXRn5^ZfffQL`_)Ek~wjA~q zlUbwnu^rI3Hf2D&k@Hgr0CV1JY#q2aPaGU-&qyLfGodn$LOLVR1Ew zVK-6^0ObQ9Eo{%V+CTK;(Cz(tcWC*!v0rJ0EmQBk+6QSTpKtf?i(uoS=!IXYRR2ol zx9t7p72SXL8~=L~new3Bt{HghQnB_Wp(bV-Ia4#C63R768-g1qB>;*e3S1O(*)Ut? zm>FJA@7{c%wge8UwC{O=V;#bFa5$m5SMEW*#7uYyOP2-F;n%QQpwy2Z6a0Fti8Cp- zD)I<>X|OrTa|LxNSZ;ZdVEdlBwSY-6&>Jq4oR|Y`~0!CoSZywU-J@J&x_l*I(iz@&A7#O-}$2T zuq&VpxSzAJq0S~f&UI3V79c^_gbgwhN|*HBkt#XIb@QD`;O6y*{<(=duO6UFn_2op z_K3Z&9X`XM)-54`(-aaYmNW3Xj zZl5Q~b`2IDyRa3_)qD2r&CLh4Qp`=ZR@6Nd z_|42Bv@C(!Y06|1Ho;v(LrnSlpJ3*5IKt~i4fWb@#JfcmI>43EFL6R8fgTsHOS~Cj zDr_hre}pH+l-4wIQ_qG}Pxo4b^G6Yr(gw#dl0qIUw)fgMW$7Q6g_z!Jy3ASz2`kqu zkvv^o5pezfGi$szhoOpwtc>1kt2eMlmxSCgZNH4`DF&gkcwz~1{1wLw-$tJh6odJ@ zQI8@(z{1}H(Vhl zXX@5-vzJ~{4Ap#H%Ns^yMtbe^#doZdL;Whv#+9d|;<{wut#DjB`N_5g&t$->zL7}<;9r|MOR?gr<_=8u^j!*l< zEI9Cocre5da;*%1zV3PHlmxsh_jK2cF7aMk^Nb$#2g@;1klvZl#bM(lvy30;t4ZwI z$l=uUS2Yp88QK)w_sBqR(da@^ReK${CK{zpZ#AW8BOXX6-AtmYv}4`5*IW`FGCb+Y z`*$hWBX1Zf5ZtT~KwyY+ecI+kcSWdqY^?nH=>U>$icI;%Out=cz zIlj0;kGqReA?_+X?H=TNm-_ZZ@>-EOpSM}+)dkJBjP>jWK7lh4LJY#LC6cnHdiCYPjPo*mMgz5=oZ7=roF3k?bi;7RfV)v@v1_Gf7lQOS~NEx}Q z;}o`rXD0a{mA6IaDrO^;rjv7rDqp=LsA>ag19qmQF=ctOn`AdNn6e(!Tg_u&uMv0? zy?NeC^l~<0o6>8|@=&D}i*G}BASq-1(qP|HzK|}0KuvCY!!yu2C>=sZBLYb@ap8SK3A+w0@Bk~Czej@V^CgzFpxtQIizH)FE zE7-ct6Si@{nW?(wdOHp#>_&%Bt4S?Q2xGwzk0QA!`-XVm<7MLG1?Ew&x#HSmM721o zMBbCMjEB(OI#JszNVJ(qL0gW3)z{FfM2)h(cwI!+avZ6&X+wn2Zm-qlbvm6Xc-gsW z)JAs>+`-6+Zub$_aLfzQtJ`V|reeM|uRkS?&aw%w5r`*stKu1*OQfJd+0^RI^ur9% zeD9;?^;{d}w69%HJDI4wh&b2bu*&41e?dNe`*2ea#c}}UGSH=Mn ze%-etL9(Y{FI}a7Gk)Ol(SPG6GPr`3E(RS&Bt=>dE87G^;CzL<_b(RqXu$vT3X9&m zhIzr^^YC;?Qp4ufYPvVQ86JIAqf= zr6^fcYalshiyv=z!MXZ$VMVX$+IbGC?MAUcU~Vpt1miWuPpgYrWulR;UhUIj&@dPO zlDx~`Xtcc#j^?#JB^m=K-3V!d*#eC)O83?nIL!bg_i{S$2S`npbtYinBl^)N4@2BA`45_*{z{OW?CHm;mye5Y(Mr#25nXPHq`I6g`{CtmJ%rjlo-K6{+EzEq zvbmlMsolXJ+)NMfzM~N>*?U!}ykA(~ZuQe1R`@G3ZO5IC!ukMBmu$h=(JI}D(9_Yp z&Sv2%f(^a1(Y1b`bs9{vn`}rt0|*FsTz{T)VtC!z+3ZbZ$Xi^=St#@wV4qGz7ZFWMDp$8$qV9Oa&&95^cvo5X%BEIKt}N|?g{|3Xx(6ibw27o*H2w}Nl(+as z7e?Q;YQ6txuc@mXvc$vxRb+qN9GCCj zH52$_jey6lJyfz`8$sKB1Q{v1@2oa?+*W;|0y#LZbWFa7JOJWo_STKs!o>Ku=W62A zu(fZoQ^+y7u%B`Ln<4O|uG5K`y%|HHq{eS>e^ZA+ASWL z^g$Q!m{?SP67o2{Ctj)B@GOxsASrl>{Gmn(g>C@rP0#Mi$V9@g%!Ss>h3#j}SGE80 zuH3}pjaBWiv*tLvk8>Cv=Un`tEB@`3qSNvT{Y6(k=!UfziP+p%!~fIo-=l;-!aPRf zw!GJ_y%2xsOZ7kWrH+BAf!SVbEv`bt>fxI?tOTJWWx!P0ls0>R^*M94wqD*C^XRAE zmqG5kF)*hh6uPr}oEaZ-=hQ~^r8+*ov({MDt5)j3+xqsKSwx`=j}+Onu;|5`Uzv;W z!!wtg>{Y?Sun$X^4@+3YEA>$X3)6J$U3NqgeF{Hg++GAYT=`a<2N04<4cjRwxhm4B z;;!N+llb0IFfNLt7dxkO0O*5_qz4DKV-cF+Ivc!QQaiC{f1#azv~O=w_)C3rR_bn#T|* zplm;!!pUN)7YuIV76rHJd!>OT{{kfzX9KAcZ^ZMN>ML}etVnRCp7;2ZoWQbKa`|sp z7sXCqd76T-SF7>AcO5}5J6oE2aY8lNy3#aFRbp}?{3FN$+4Wuc-v#`yg)+I2bk>u3 zeeAnB%St>Gp&ic?34N1YQ#!WQne;12 zkWM)5;6%@)@n{i#r^)^utfN<^h4vc;_rNjnSE`@jQs&yX{&{TwAi@9IARweEKThlc zlj6X`9-{$mqhXufx!#BS^j$o3$y!z)lf#~O92>cGt1%8ZpES+1(Er^8yybO(E8c$< z9$6yj?O~#QB$h-{tb@^7CsIs&u4eW%)=}oCnEty%d@;|*<|D;gI+JBZbRJw3Sh*QT z(gLxqSxM5_F^q&?E*;HT{ix~Ilmgg%w~=#euR+Ia&~`7yku^IqZ=U@B1tHE?eG+JF zyQ`1$v=t#ABy3S+U}yJLNv=WdAuJ0KSld{4t?W4u!GP0VQx2l-1x`($)g+tbT~GS; zRSbKIdc2{@rD2QQv{VFM-IIYKva8d1aV*<*t|TjN-vu3QH8I3xl@y$03WFeeYJSvX z|1sUrR&9n@PzQH$7th?3 z|74CQ|8q4!>(`{?FH6!#OVi)SrV4$xVlM4wU$6j~irVP)m&YlBqg4^d9~cRcG^G;f zx%7z3rroj-w4`vP4A4N-g~E9nC2_mbKPkLY6Lr)#}Z7f;{4Cy<&G`RL3k zyQZH0D^p{Sv9STRXvuI-p~ z3JATsH?Li+x3x|AXe6{W4~lNDZONlqR78?joQ=qSC|*RE;0laebAW>e2b(Xctz!=# zH0kb8pSPN^%5SGikbMBJt(k~3TXP%3C>njjZbjJ}7SseQ@i0o%aU z_Vt7v_)dRx*eAo&O57r4^W%0Kfk96rvt4HgjX`shu^o6f`oa>lO0}&rcApa)gDpfR z9{}A(eWl0}(*r>A0Dxc!Z8q7F2_Ubyx9cb83rmnH!*~#FR0z6HBsA9Y*bV^210b~~ z2Qm*`@81CNe@1I7;EKB^WFQ=itiuv7CRjYix~6^M+Pwi?>xHglu0p@%suTP408mEi zLVqTNvmXGN-Gh$Dmu)^r&SoOPMf?BTQkk1)`FMeCpc@J<=IC#EZ-J`+;fr+}cr;+{ z<3m^A@5med`jFA zwWfm3d9#*J-4)C`FfYXrLxz1}o2)1C?2UgQS>gri^qZGqU$kt$UNjPIMa4E&L&8IY zT-X=VX14RS`kTg1h*LTQul@j_Teh+$HaC8DMx(UG0&qYj_(P*ykQ2OaspM^ONRoH^aW&I&prb3VU@xnmNjqr$PGI*0B-q{V<4zDkA5y1_abBG{ZLJbSn>Yu9oU|C4s!8%UaZGi^C#xu zQMW>M)?V5ZQQA!z!s}6ypsz5?Xy*$T?hFVSfQTX}u-BtND6fIh0dO_X8LhRn+l zv&|7F$U8)HkO7brPv1vboD$gXFL)3T|6)bo?2ze)q2n#JAH!e8hQ&=iNk@E1YTX$w``{S`wxkV4NPREbVx8MbP5+{;_q(XM|3#z9UoX>|ZRO_sNQOy1t!RSNR=IzjHE2__|PMLSs{ z17HUrE7NIeC@TliR&LOQqhAYg9<6Z@HAHD6`s9u^{k1 z`MpmGn~g<(Wn%pabnPwwStj88Pe^CxFM!-%yxk;!hR^<6-~Zqi{Vzo~;}9LcASa!U zZKc>-RsERq`l;eqp}~Qmr4A6}#=e&kp;z|?JMZeM75EMR8O{5UBF3OOsrd2j{Vs>~ zwEY;!_H;s|7_=0`fnGKlxSTS4^lJL95OnPWlshW$56{7IxB1`yviHy5uw+fF<-!}# zIP4&A_85Wix6FZvZ$Q&r{v5Y8;y8RC%yq!B!G%AxnsL!JzFatt;U;2+)awKYQF=?n z#^TN6jd>emf;hjj?4kDL-0F^*6OY&F8hYNQr`BH-nt-?>Ei40Ktzk<5Jc>ve(J4nE zAppXl!j`_4KtA{1u%BLm-srzP`Cyb5(++ohK++)os)gB;%5Y->N~(iUl~a~%m1nF# zB6j*j>LHJdw*F>0$JfxKyxi9#PeV)8bvBsE~>TpNnGqvq>SKTj4G3)GJ5d%d)?ev17x<>^{ zvhjIpEfLYq;KwsNgv15;Kn>RCC+_iEE-B3K!#k@XHKDp-XU7v}d3$NvagPhHS?F?i ztq~nRLDEV8+*B?<+2;2W@Oe?I_3bGg){9@)bT)R6Uzgz?MT|~yLfp; zF8kF!Xq&nZo66kxqDDk-+JacTk>uk4kG=Pfr}F>f{|}1FDj}n&%$%gm%tNv>vu8-g zF;Z66A(6}wLiU~~d3qtraDH&t;8N6GcYJiYrHgY z4dJX!IWS{^Ut7z%t#|CK{v$a*_K7BH59@tcEADFMag-&9KBR!h6LU!Ja5!+!3*1Fg zZ-z2kY!{VpyK4`O_^+Knz}J^xquPc;ESPp~(x~(_D3`LvMZRc1NB-xn7FpvCHJ_dEQtVuv&g>bXn&x z3RsqP!da|vSFOSohGecbb-M6m!Uh4w6Fk!(kW$yo((Q>b6}Zv)gb5&j_Mcliad)xj zx|*oWgC_NIfyntFMc+&o+6!2|8KV8cJ&s%`y)vQ@Y0(uOh}?6>_hL7I)T`uwcZ&Oc zGlb&(y0ZljG~)2W17B{c*h+ah+-UQ0@3GwsCH4>y+un*g-uHCD-EEX0j7Os%;4#@T{ zG${hvv9O@+51pmoifBW%f1bhiro01&56peHRXW<_@Ut7{z#08hbo2kmGKAkLI(y>0 z)16FYI!^OzObZhIsE7qJV1Gi7xf}WUcceht59R?!@||e>@O-kD`b%(O_({|g*hx7)M>gK>V`7V{WM9Wd9^Zkekp4q zgw?S_=P6QdG_It=i!tkF#{WgV5Oly`1DF>6uEFN+)`g{akdEj?5TJ0~(V4LBuB-lr zzh=i+Bi|bLlfUL$rg`^E1i~1A#P}arYN&#Vb*h(Bc@^(2TV#Iq;~bPg0RP68L3Fll z7a!|50|xJz#h!ukeiUx}O4^LIXQfd>+iR?Ta`ilp{iZ?VNZYg5fI7d8BAB@Esu3@8 zsXP%t=|5jS&Smi=P()Z)Z*>62*Xseh3d0$UQCj#kg?le zK=~YSHR?rHST9A_&z7zKuh?W{5A?rD@LzX3-tYpc@2>VE1Ein&U)*8@`ERMN-<%8x z81-|wnZt--l<+p5rW5ei-0)Xt{pqR6PwuapdFm%iO?ax5nWEOdut&D^`Oq=Ax9vTX z0ivZX*0F2(K1$^GYqj$*+WVZFkK~eMHzyYP^YH{VNE^?8#(9c6OQoUoxt4)C(VoR) zlP!LdN4iAW=4J2)0lk>9OcQOgmSrO!6`L!p0dDS?F7z!N5oWg1e(N2%lrCZ<@rrq+ zOl@Mh8d8j#uTHhJxHEVCGApLsg+vIiK>0ShX3 z8*M^Va)MowMK1Lcv}tX)9iw~T2J@hCMBF`SD6+PSlJF$7KwYV5SmUlObt2oa;geBh zxrh6EWoDZ@u#0I?VP~M@(O9U3kxFfFdB^$IsL9V*cjy?vL4wp;E!sDSWWBqhXgl>^ z235B9q{Hg3)p||y>5epj-ypFboMkKc=xNQ4(IKyWdLZvmjqoVS+|YkxFdCUv{3e=& z*-_2e)HkA6w!o&d0c3v$?Wp*D<;nj&^UAwK@pHzSLyEVJs* z+w4=93LzJ{L6~_9Rj$HQQ%vg?>@%ZdsU3uzmV%zaeIIalA%D;*y)$*=1q+L^-4c-A z^d6h=tJ~SquV4b|oo^P8|I)S|{A}LepS>KX*Uf4u*`o0H6x3DL{}Qe8E97Rj#>wrx zpti0=kb^Xd|4sqKZH6}Gm5N(acDfT#Jz&8F=bJaI_T{QP)nNE3Z}k{k9*~`QECK}N zJe;|JEt&8z*;4t8KF;&kI4po2h!F%3l2nEXQKDAd2o{>gg*UuxK3%~Yj`r=Bh8NEw zGyJ0BgaxTaMC?`~=OYwL+s$TmDq3rDUMY+=)kiH)zZ5rcr3L4`Y~*Lelmti3>-exY z9aW`_m=x5nV6fpB8$gyN43ux5m~?K4UM}S42kQPIh)^By^Ot95tT>OCN?r%yT=ZdTm=&N8RItX1TgP*mmz;_NCPU;F|(1JtcGgTtD}w|TYwfj}{-JCObWz6mHL{O#NK z-`Mc$H}Zg6zJP`>o6E<$0Cx;KP*^w?)&$??Gg>dBSt~!jo&*Md8R>)CP5PeI&2897 zod4djLjUlc<-dNTh&^QUtoo_V^)H~28lbK{`qWaZRKd80sTHeXkm0u_N7MREdNgzT zrN*v4b+POzf&ngIB`vU6Zp)yN>Bt8k+Y?dC(4G86pCqdfQOJ0*=+46@V5MMWMDnSe zq>NnCF5GU}j1e<z_?hcevCfh$ab;L^VN22tA_+o|st-hKTD?UUP54>MwF49NDzs z(U_)y_FlNknhmKdMa;$o%~etwZq(sFcw8NQ$OtI-QrNE0cfQbF>hWnqETBBu;j&VL z2XUO~#*85!#mdi@ndWy{nZbsYM#sIf>beDM-zgkDO?B960Ndiy9N($*$&Ik~_}Qi` za2V?TP#>2f>L^Y+pch5RES&Aa@uEa#&aI zt?3Os@@zc~Lx;yv9+$A%j8p5@m6w!KCwKBc$Hq6M2WM%jZTgiH&1rR4HDZZD4MeMz zr}D4(^7W9}Y{otur}ouy6KvHl+i)bEe=_eo=|8D0o$81ac>Yc+N7yZcQGN0+Ad0t0 z3tva!A%6<7p-gjqb_I#i7=gkXV6$$54qpBRhd8067t8Q^dt};G`+`mvx^IiQgWJLX zLOl7mH`^*C^SC+`HqXt@TMS6Q!D{Z(vA!FU-zs~qBJMNCU=)2vLMI~C;GF@U5)Q)V zR?3D%-;CcyYnY)-y$z(Ih%dacfY^?X*aMd6&`@&J%=~H1<&?{Z?>U2-MZ*#@tI{_n z%WgUO+OX?`9VEI<-3|+Pw-xuf6U%EF8trW90=|IQ7`C!A?e}&-Kk0}6A+6($KoKv_ z06!8SUYRmY>q{}?7e@n>)iS=z<-g6UMK{DMq*oOeRD-c24B$=HnPfGdgC2hpbgO~@ zTrGeL8aR#!g*ZNL8rKm7m>>{*7CK~kRfE*EI}rVg73>THUh5QPcZ;_MY8gw)ho2cz z&#AO5fs_w7xv_&A1P5eq!|&Q>bCd%&_?THN0@aNt7jqr&GH4YZ4<7f9Ub`d@&`N;N z7Eo3RqjD1n-Um=DZdGokd!f{Z=kSfGPKa}WJr(r&$T9fA9gY&QV#CbzQb%?4uD-dN z#nUwy`e-QsM1x7II8J}R7(2!XWA(Df8H|B%W{au<~DL%7rpxbzsGtywCuvWaltZ77Bf4J!+s&1sB$A?S% zOFQ1_P0`hNJ*^=6J{n{+A1~LEE zEWa{)pgBNWr^E|xfROm~IlX#d;~54s3F#W7P!#yvAu#OjGr1h2KW-UkeO4T0#1#K3 zh>j7x8-G-0fMFG)4%k_|cV1w0@LBwB3#K{~^8)Pt^1)~Ke0N%6j_z(UinD6CAA^D@{oT5t72B*D%Acq*eun~-gsR8;b4^P=*>6tlr_$bWgh%s@xa#e zBM+p*gjaL$Sa;@hW zH{Cb8+u%~#9=^^as$T&1Gp6+g#1(4h{@V*~f>g$Ue2~a4NY(F69=BNmjMC66c^Ih0 zSy`!lE+9VJArq380#}l02e9!SgdpO%MJ3ZYiWH=0N zYsxS;K5Dofye4(n><-qUE9GHSPWNA^lsJXpjnBx9Z@syBNly3tF@79k4F2!B!_M^? zpZ=+HBo%Ytd=_&Q(0J_7L|n-$@aT9CbO7`vH%cjZx7F17tpn^ntK-^f0p^dm-QM%< z*{r+>pq{q~+IaT1yJm*P9+WL2vU}lyrs$m@#?G_dz603NcMovAW%vJqXUfA+&*45| zDt*HwljvRq%Q|3;9a#d*Z@0I~6@Y@yux*G~@A9{1&>m-^FjI1BMc87j$F$1DKO!}K zctfFf({1;@>x#>99!P~XLjaXa{Qm9O2{iY8ZKjH!?LptAJI#OL)%!U}*@7vZB|=~k zI#s$n7PF#|{$W-jnZZ^P)P^?vb>jPu#e~Q+shP{gv$sI6)K~-mTD^@OQkKMX%z@^WABPu*@2*O#Qx<)Z+ntKPU0`jYnecXH z*}co`gue2C9SLau)+zR1F9_7{{5oNeIRm27+%c!1)hKOF^I3Ij^kCYIjX3ZNsnLV! z*JkuM`}beH7u`)m{|J7iIXDMSPOx^ZNia8WksNl?Ur$VXOr5ZV(lW%Sl5h}XEGAcO z1Pqn?sApyld~UV5?ayb(;I&R=Jn|4bTnv+goPj_6{q}iB)*$UtZ?%@u1rEl$Dp+%R zg%WxG-s-{0D_U*D2;J<2x~(2iBQn8kSjYEN*A?I9-eT4QJq&o9wh~=G>n!eI#JhA3EAbjT%XR_a^6<)mJW0_hEUC20?G*!GS2Sw5j27PvGDLdg!y1fBwiMNja}rR2($zs$zkpUufCAXJEDmid zI5|Q^Yq!`>KmLfA)W)%R@>m0c45GhiFWNSx@fj z7J11H`k~e9x$EoyJ)+!jc+UNj8Zh@u;^)RNgou)J2w+J7kuSUxt%&5|bqj6hPDNyefF@&BeVIsZSW#ak)P-J$BZJ&_!T}0Hr zEohBQ*g!Z@jxmIm-|h7o=TnJx6hqyOx~Mvr@o9mBOkl*d>rDFN?K)KP3S=g;cIH+0 zn8E#g7uGq#O*$CmAQTp9dYjU7g=5L-!FZ+r;|oJ{f$Q^|TcXZdZzrQVCIG1**GMyD z2)py@7f`6mt{!k-Iw*MbfHsis{&&K`mgYYh@g@FMlzA1WHTq|bs>oMsYY5N>03p5m zFXPO+Zc}j{#ruHiRHEkxu+Lw#c^zL$8Qx|AJ|_Ngx|7i_5mkFAHoyywrjz_G7H%&g z2BO%bou#4)Xg>vu5Aow4ps;-twgAHcfGqbv;o^3qz}dc#x~`az7#c7Ut{51CDM}_Z zr%iRZu^`>n*bp|Z?QzU~ATQ+YVs^(&=?mLCt1e44X(rR`-W$(lX4V6=d(ud*rMy0K zSPx}*-T!)Pyu0F2GJ~d4vre+K{!UvB${|JvCL4#BabDo(Q)o5H|3e{eMo^N(cE;9) z<(mq$#%%#zx-qyXzNTCh+a!3b4!sEc1xN-%-g10-oP^oH90Jgio2XPIK^?!?xnf?h z41PDK(5akLEuD3g{JC<>1P~+t!BTqxa2>O+r=}9IPreikS*GW{`1-N<6Ib zQ-{Gqh>!}HQY{1Ce0w%hE;a6|8W)ZqKXu2f`>z{yGt5}6@;%m#$(U#}Br=0qOCqYv zXrM-)^LlM6OA@lFqJlFiWHQ?2gH6(&oepy!Av`XTIh94?A4J|0-_>7C_}H0zA%459 zNH(l&kftEha+?sj8Qz~3@oeo%q1x0b%w*DfXWpQGdDX|5G_MW!bMP zwse~9JF**quX^c+^xTe-a!&%@tgMXA>HXYuf5|k&4nsS;)6j13p9FIlgnPbj^<;ET z@7G+3KRLtv-Sfd}9C$=sjq*r5Z8K0a8u2PmnqDHzCBWmjLzf3E0m_s5n)xD7eciCe z`J59}$x2k8Zzpn%i4nLp10No+5&w4+5$F)zZ$195zVPHh&YtA>cb@F{ z7`#X{vg=>zHK2^|g_tfJ6F&^4-wk>(`vkFLe}PiEgX8>)C)mMp{yh2~+Gmp<*wDCe zr2O8o{5FU1Z<7)h2Rx(bH`uAW^P4tmskw0w)=}p=^;)b7FP(95)Wu1KAC1!RwNPfR zmtsQ-AO;@BHe7mO>JK^NIqIM5H`9WQa-#<}_h+9!{d|84{DF@bQ$xrSPya~Z)59V| z(%Aeb#jp2nj8neY==e%~;Rv}@j);n&(WIj87S`$p5HKniI(LSOgMWJ>p*@TC&kMZ0 z4axx$4aPnnK?#jGQ$!E!fBW%w9WV#LW@3LGZ1x`sX-EJc%I+r7wWHU~f`INP=r56JY{?r7af&CMVTf6Q-Ji z$(7S7C?$!quQkjU$5d$Key9}+SubE2S3`OdH_KQoOuMyU#aMK!|yCi$NJI$5eO z{nQzMi6T7p*Zp|A7v87N?cy7;)T=2Xqp7C2&n1=!7%}ZHU>v%A+Djdf{ycB3iFUrO zla3)s7#FKiY-pBhd6FyUt~5}Vo%oSEIW5MVTtvOnRp@h}RZGE>EjJ|MLbo(M0RqWO zc7V*Aa=WPDN&Y)NaVPTENn2%2+s=SIviu={m6EUJV}qpyQ*U)*C&XZWPg?yK@WFfA zqXT-uKLv;ef4d6H-_jy6`1Ze;#rC#q69-gC4}abz{!*i}vt%jQ#Z&KY*mfp^-(S7# z5wv6Q_p)CH4r=dU{>i-~Q&K#PAi{v|{d>%qrp|Eb;&YsV#jK8M!(@5%MKOepzgl#ZbHwKk&5@eR760?WlBB%kVJWW%CL&c{+I{(=a`LH84!XLk_^d;jhW z$P}vm@5~1BfGPBB7`^Y6tuf4;OMF_fJ%wr(!-wooH)D^IJhm8~C77(JhMiz&A4ZH6 zKGc0a=DP@VaCC+-Gv$Wa(#Dg=iU6~<+W9Q1Ub)LriQ3%}azRkTw6V1CO$uB9AIf7B z-s789$~GWcymD*7iKm15(Mw<9;e3R{<-XOoP5R;M#4e&o-o_AKKuL`hm+Fo;BWxOD zp-&~2NT!w-{i0ym&R5@`TN8PoeAWTsbVl&-100`Cx)FYuwxzKhQuTz3i2W8Z#=@Kj zdod8LQ7CBpY>^o0hAE-%R~EcX;yC|ZsLJK)fM;jf`O=oN1;~+SuO7GrKfXPuNvw0o zS_-u}D^_*?Xm22hkGiq64B&YbEx=AX(ss>uYK#}QopHHiK3w*w)%s9}RfNVw4Ut`? z>oWW}YA&@htzQ-8+(x9u?lr)2bymA_2$%aJA6=4$V} zX}BqUCtq9gA&)aL#za33@+{Ky-q|vT$WJfw?Xv1#m18&x<;*9B^&H|dUL9r#&`Jc6 z93YUY2+?L&6(?AWEbDuXI$Ec6mp`<&mP%3c%^k!6s!~A@u19&s_;4=jzh1w3DP}8- zcSA+&o0B^RuWxT%Dw=!#3ZgQ#scK8?1o)V}VNDk8Am1kqG-EBHnc-s6Ay<+GaZ`A4>=Eb# z{KcpJt%CwH?C$B*wZHz7y2X>*M9jTiR4SUy*bOAq-_cA!5+djm^bPg^)RC9}-ud5r z=$WGPLBN3(2HlSza|g{)Z&v>Q^~uHA&tByDeC1w*#*2HI=S%^x1wl&UKRi)??|et> zLw4VG-WKJ2WqtLzZKe=AkUmi@kNl@Dq68XXmio0Xc31EJH zuQz(yltPWwnt)M7Ngm)%%6uG+CkzIv$<#42$m;3%~fAXQXR zL>Rpe7Zps;dxUw}o&vPCI@spvOb1oYtaRC=&UC`j;j#1RoEs{yYRgQx*vVxP zrX?mQ%Q3+dTBCzk8&|RtdPgcQnpTLw7WlwOu65hmbEAu+Qj7Wp4M5FGcSmaER)6X+ zpvxlFsi+IeHB~;-#LVr_lA~3JXbZ_|5*=|;|Rk(eN zz&RAON~K)Cjb(FkKC)PR*o7y2aGSKs88tT$hYeI z9=;$7>6z6&HP|OC(zz+j;OVH5vW*nbbM>(NNCBD^ps>T9R%n;?D!Go^1h(+vnvD{I zn}RT0t1T@z<&dWG8OEthX+9vLqF(R^4qWlinbD4{mqsn*1y4ROF1D%eoAxu|^;R_> zw7cW0b^6vrFpvXxFOE^4TD5mhq){&+dj5tbxtcj=1^Cw(&B1GB#zuXj*kW3O&G2iR`zW?-f<3qt|r&9KN-F0A=WHdBy<2<#Br!uDoOAwhC99cUlqW84DN zi~R}j^LJZ29A*J})P-;KsLlf=3D{=X0cw=)kJPB$%LDk+cj%{VXi(HXVXH0fpJ*j; zH}KyfcV%p`NFrW*v`}87JL_0eM1v0cG-G`M{RH>=XTJKEKZ(2HrX<3pcSdX{z^;=fojUs9J)QL!m zf5Z5QZ42CQHYjC8L{>wB4T1}k%inw$f3o4tO>6pT@qJd+{<#5CVA;PuJI}4q=htx3 zUMXX2#6G+C0@fHu3)P+m$A$VIJg@u5^jp^pU|ATb0|j!{C}o;hu6~4y?V-~AziwKV z{?QBl>jT=o{5ik4{C_F}jo}I#k;c8zq2G21j;ZxlP_g$#=hS5@ywW3Y;SsaM(*vjJ zPF~S9=I#;j)e+Ir1OQiE%&U6WYLPJnvNbwHRxq3Z{3_Sa;%`0em2n=IaZT7atgCA> z<{J~V(~i@ZBuli=p~B`_*USy*d$kysq-B-_q2e^9g7UwCtGss9uBlbv1#C;++!NUZ6yPVy#}9t1%#$Q)B-S9Qt?& z;uceQGAV@b_5J!6Do_!Suo)Ep1uou+49k?)fZncraQ0+XtLS=W@{5)i@b{ts9|q*n z+6e}WXU1q{Uyqe{0tmf2DBB_U$pPlEbp3Ie^gPamt6522ph3ux6pC`&6|#1`Gszt} zQb|Qwws9v+_fwOPdA}@4M~fg?*?DAEz;OEY{EpcYR6xODfD02&jqP}x$M`y|_ofyQ z1py?K72!y+EzI8S?eJOlErDLCY_G-^P9Y+9k;c1+)#F^aom7VAJP=_$&_4d#0gX~v zJ{@44N85zC&!q`Mu-u+X1!-jxW8fn)NS|h07R|1S2QgMl0~zA~B?A7S@E&?j=uG`D zCjx}6?}dcqd=t|<({|k67t`AlR{6qaI@6P{p#s)S?Nv?~T-QbfEDC_Q=M!T#QK_4}TG?=AgqxJL`Y1d>~=iMf1?g zXiD>_xlbAqZV&t2(?68aqN3`hkV+%WRi<4hp0`0U?}_L+N}~W}{ZY;ORO7i(?U)+S zM#orZIX0hGidHRlBJC5?WXiBrO8{C@yyDavy}>!H9PDiSG)a6~E4jLGWfI5x?*haSit&}^TJuGvCtb=+s-ma0GFSjO%cKmaH{*mc}rlTa(Wc zhF$^oQ5x74GW)J4`~acdBWO*5{7&}GTJn#KSd-!4N_Kb;5jHMWV$yT6yQ&3CS!n|! zFt<-~24xFPuxH_*rEqYAxd0bR;Id=-+~t)u@hlbPt(YMtqr3+8_qFbK2U=bDD~yL- zaqG{=`6c=>WksZSo6OhK`BW%9d2cSJ2Og&_1VDk8EH2#0R?QywEf#TrRnFl=V;f;t zXW=b~Z|i3RMe%YDh+}rf>R>LerG$k{d21TW>FJNn4` z_em0q8`utC->n={U!60pB5i?1f)IX9T|K8o=E#>W*+<|gdY)b1IXU~o6lss|tMDGd z2?wtb2fM7Bx8IUG9f7l>poVEjDfDJS>?Rz-myd-nbzE3T;vqSsZla(}e%hGW#4}b& z6hyqvm?2%U)1`kgq5qjes!SJVV+wr|=4n#N&V_O?6JxxA>KxewXRwKzUcb*Z@3sZ@ zE82>jp}Tjh-7$7Dmt(eF4#%@+yK&u725;RzoS###nEB)owR_&Z9A?izgKbvXg{%cH zkQc5IbNo>}aW8D_4$Q<~D4BM46hHp`Zh_YSlsv%*+BdWufa>iBwtibsjk%X^{xB~h`U7S)o(;Q8c9yjrBV_MVjrOS%k(Yw0v z4}MBBBgLGXr(y(h(`k63>1hi6;RpvGdD<%%<$ZvH)vDSjT83Nm#IG?9oW-l{FFICB zqSMnP9Z*K}ILD)SM;iWYPa3}SVm}Rs);g)Sy6YTX@XJh0@M6b?iN7`psR(7|2T$qp#p?B^~s>%;}+O3gr zJVsH-<*+QEWGJ}*L9*v8x#k4Dw`^ zNKLPIK8K2b51XkMTN4}5-Ap$jj#OKSr&tbVyw4UguU&qrIIS4-2BS^PGD)YMaK#sp zVJky>R?wXzsN~}UEG$0xy6`kKpv@C-~A`^NW4vCj>v-Y|Sjcc`ZnTm%X*TVNQF_ z^fqTpmy^#T!+#$NN82?@H}z%iZ! zjOt$no_}k>y0ib;Ar_K2(@PCi6v+fHnh^ONTlDFAI#otCU%DMYUz*1E?x@z z7`Yvu6d5O+IvI*jnc=ERD4DszyTbtnXbC!oYbw(71~f1%t-0D`;!RnMnB$d^4*+z> z5p_-R-o)!iW~VH*%pS1JY|*?Mg!--xe{x+@*)6vF?zU>2F&Us)Y{p?3p{6o+CM>|7 ztdtqJcdoq)Gnz_MJkxS$O)sBe%a|bf#WC1_N#cJ>zAb(&Mm{Ylj*Fj1gCtwmZPP)x$)5u@G)a-Q=poXr`Ekxr<8q@-;bN% zG|`s|sc8vcI4pbCYyJz!x9n7b84>@TIy$cfoW>=xK@~M*v8I{r8=IVBb2~-R+ICk# ziYV~BN7xV;%M!+jXLtQ`O-b+esrCrKr&qzx(w)0quyZ=cImTgU9B=u{2G?t-m37Hf zVQDXKxhBExzznwnS#oE(ed7~B^2lTWSws2(H-cP9w=&t9qq(b59jn~cndMz_RkazM z+JxQ?6u!>+2Y{OYiQR!H85k`L{)0j258Xyg9`H1w1XYRqY#4ct@$GFA1-I#2RqjB1 zO2nwVlXz$d^TaR5^Yc&F%w(EdHz?_oKcIs>Uso*ZOur8|@ns|G^*iBo*dFGxd6B(X z$l-2u`P19Ctw^R5Pt$?RpG2|Ut5MED$+t}K@bPelohdQF(jON{%9w&J;74y&0)qZz zz?ISsq}(_@Ny^B~tmu=F-2TN{G65YuK(Efen{<9NijXq?ObDw^^cr3`sId!?!YN}RGF$j%=GtEcFKUrLlv3}yFM zj=b9D<#Wx8F@+ty>fC+Y6Qdo_*#0RdC)OD3_%pk#o(Pzde`x`wc~jhmPP z&oCy+b3Y<02cfyNDbbVHH{au!)S)^?dNqnUn%N8ay1TdUmDiO_%OWBE`UOy2DWED? zFP-p6_);{6BXM}^It>W>f7CFY>t!2^+7v}5z=(1 z?M7Z?Bux|fJ9z9^)YY@b33szo-kAcd*GPb?Zo6BWE%9qp@9pRHvcnTjbwB ztxueY0x10Y!(Qoj6u`k5eekaNQolm;K~Vnd!tsEc zj^wR6Qb=|^k=m$!qo!9egj}e5hoUJF6D$k8VR{YPv(Zl+o> zP^+(BV!dG^s{kGc1JaD6IyESYfpHCT(P4gHCu%|Rp1!`Vkf_$lP95kAD{q^RUC-@u ztF~ERA@k$$2Oe#DQehLaL=m+3A!bM#P)md;A%q`fv;(L&54vMVwJ0Zhc#d*(;7g4VtaL*-|$zIwYH_5ln3H*Y`x56x(2{}0W- zeD$*S%A%aZ1*I9A)SE%Yi57b%03$5cnngJ&#$W)uBJWn5sk&j4_yr{R1+;0OISEM1 zcWR$bU@`2m9|X{VhfEX3gUx6h#1GAX>D5geN^>iX0HMTrvA(9EFFgqzgJ#)3MZf%Y zOM8@qKXWer%&T$OQv0;unr-&-KYw~+(VD|i2aSJ_+7oI>g6cM$znv^+{{oY*2#a)e zU}8Dg{taz0{bT!Idwu$Vwh5sDQ>kAE(>+_O%&EQM5_Ctk-{hzPQKH}IvCFpB>3blC zj?%pv*$4R_-v|&LnSf{VXDrC_56yq#)s(YR)C;@t4v#QvdykR2yn(Qz5H4Y@3;X*4 z(B4t)lX;*(o(h6yOtkC~G=6AC^Cf<0{>JfH{-OE6t4}v3?~;N{SAHY~UE1@9VuAlc zzm_=+(w9!td2>>V&Qno7P^v4)uDqIUI@DRN?%HEYp($u0%5}K0$RGkJ{wqpdSEzH; z?w*#df>xd5Bkp?+8!D;pajCVvihM7$43)KO!jcD@2(+YlrdZX&^lvUav}~}yTiUJ& zV&BAQ8_UF%Qq7nRJfg^S_BCd57R7R;+9F#yp@{rrCe}T|O4@2cxLda*TpuC%BC-!` zkB-l&MudfMg+Elgo~mDX&F4&?NiCZC(P6QNto`oPA2@6O%oV}jBgn)iX=&G(^QB9# zJq=p4;%MEMB)brzp)V8rLk=P(1}}QQeedr2p?zg;H>TXq<08?b4~j$mBI28@3K_&tj?>VE;@8wN4B{O*xVN; zk+J3vXG2iqZI#RWAtzn6G%j*kXL*4mQ0G-g+VTO-AVt1WMk2QaZGTNmGFg7>$KQmd zw4$}MF}Vi@&3|Ha{Ed+p?(`sq|5@4!uVU)EzSe@Yy>;WC3C`{WNTED&qaPTT8A!sc zhtHhv$d`R^L?FTyj*m*7#{z1u3IiL=F^`#e+mJW*A(LvP)Q26FQm!!+7lxBM-_>Eq zm>a2%qQ>!lD>e#P$R1T*`vQta0TpbJnhNY3ZyiRt*h^eVw{hd7t3(T}4r-QE;ge(X2BXLxWlVs? z)PA%h!YF_@?J^5ur7IN>(e)6Y1gfK5)_lm|N1}3QJbV%0P!?3VW+rc*e-}Z`GB&wd zPO(hEh&6_dl&xmys>w5jwF$j-s@D!3v_U<$&IMKyta|l^DbpyGG;}UulOK&q3ro$1V9T$uDwu-7hpt?JWcj?3@0SH&J+BLxZ-L0=3P)B`>jy)6U(wij~SS zT6T3lH7r`@CG6SV&yZjZAT;95P{5qj<8i|upfV-i-KK87gxC_&7vW_Ky+5fPb&8Oz zwx^x1M4MhAG&@ORsGLA^dUYyR_8Ebef1-nPaH7T}r-X&M3y51FuYp=Dza>MV{}2|| zn8i(Xj)o^yMOpRw$+#Yh`nIp+MM&zb!+ulBf(}QcjUegP`;>Ojeo@Kat7Pxk7vG&2 zU5ndPkbq{ z1R=LebEPOboYEF;z*UC33XGCbI;rv7r#?Ua0^%#bDM(c=a^D$m-YMB9FO_BX)RDjk zhSOSf-+9k}jGv;P|DG^}>O1yE*Iz7yxXbmcqP<6eA^+7Mss1fr z#f||-UxfpY`v8o?278dXzu;!w*>Zg48GL~32#&uC6a0|Np{Q%I?*kTG02QSD2W$V% z>D;4&wC*L$CIxY&ZB?6#Uoeu>M{1s`A|%G8)KBh(%q38B@`EK6`y?3Sc@RpB+-%S0 z2cASIl|jX+x2R|y;@nr>rbcP@f5aCZg;2 zGkHvyaU)(!*&HOtOrCM^y=T6lk}@r;_ZmYK^qM$NURz>%HwgW!05k}VyW3U9?8e!D z>M_3^WsfZ?@@T{kx7~@2#)92!Xl)g>8Ub@Qd)k|4tWSj|MC``BODs5(*)-G&rL6gd zrnPh`8}zof-@ds|Nj5^JM!1lbI>d0yapsc;>&f()mh55KW9q1f9L%1hH&^F-;6~we z`A=@Y6m+|~7SY}rN#d5uMI|+1o+>02)dTz_IiuY(j$Z%lr8NIRpaRCis&5toLbWMw zMoO-w=ON2Dhy?LNo0png!ih=W7G#ds`-c^h)Jd2-QqRX`SrBJ%wVJEYxCZG6i(I^4 zlOsA5>>-5h!q>D-Z0HUd@BPZ4_CY3ZZoo!rN(HeF?0TM`O^RNzWw2v{Q29q`7a1Oz6!Z^YheH<_7zj#&s`Ti&p;K? zdFDTj(9td~@~Uh3On)oIJ1Cr}%%u;(<|vg_89V9E_LAttBdX=0T&eq6CW(I9YSFIC znbah954CI+ZSWj}uL|;d&1_TK-K-Nz)k=OpU@5)@?MfyaGQJN$6+7rIYH5ql_(fC* zQ27hDHj_{}_%=F$e*DF4iX>%%qdw;%b0o|z6shPsb+Sp@fq7YK*w z5A>AYU?yvOoF6u-H!YK}<;w~?YA4`iZXIO}Hc1YIdH0lt)KuULbe}B{Oo>0O(A{0B zZxVt$t0?5^m91&#b3I+^?M&rRyr_UK07l_%MNdBeDi8%@A-O90)Kqv`0W4Y809Ck-j%i&O8B_Lwmw$82Km09sScAJ)8kl%PI40Q^7dSRUrYP!bQ>%i0In=P-bMj1 zN7&}2@>8&;qvdlzc>EY-$Qo6=Z72N&o*3i$=ben=J+`PtEd?y2mE48&8bU3Ev_l9UO7%49zpojl zbgrSyg}$L8chcK3r&nMe;imOVZY@n?3?vHyxRfccNo2)Zhg#WDv$1lV{?FIL%Qatx zf6ka|o~me8)HRR&uIv9@BG!g9J6dOCy? zzv$ZK_q@t1E{;MezSnz9jpLq<`X`rKU!?65u(`))z;UxXzIEA*qDeLXa^H0_8-ZZ@ zup|v*Wp4{pS49G+sacYy2JpQB;p9NRkDcwnK=em2uBT7qXTo^uMgn!I<(ri(DTVpNV{uidz~mEg zVaXGr;X%Hh*TzFQhEy8TltObWYR4R&-Al8IpS{BJ2}(%uar}9?dVr%PcQ2rWsq+A2CXJ}XdF@lX8Xgbct%AQ1xp|#T=UJddGSvj+W75-|$y3$1U$4h)m7*UBXiYRuqAvPB(hpljl-ow{LPzHE6)2ySjtbU7@;$Kzx(*_7o0=K z84si=*+FP<-tVp3k9~tj?Um*;!qWbQR(7AscC47F2NJ$;-b zWgQ*vl|?zl-KU?INXAn#cgw7N9@p%^^9>19UQ=l;^?nmY;V;q_B0)^~1Y4q3)?}oF zWyl60B`rF6w~6sXg3U5q?aW~_pDKopSEfFfRc*>0_&?;yi#!-lKu^m%kAH7`dS?It zt7vbf#nXl_d;yW6kagO%GL9@_Phm{Wr~u2fYRn8u_jtT3RER1&i;6D$3Ku#tZ__@jvBH7kJ5IP$JWU(fp-MU_yTQ=-0OSgz+c!6g^gq*RN%$tHcP9nEO4tK^15VI9i zAm`O8WP=E@nxOd4I18tXX;c*FMLOm$kYA~BIM$fkX2C&jNx^2A%F#BdO@L)ukPMko zQL}*JXXu_6Oan)SXn0mj_2?N`Oe49{pEp;Ebq@tM+DamQNH=a5ZH+9~CR$}z1u!bg z#n>NnBAJt`REVX#smv#d3Pm32_E; zUkgWzzJRhkN@Z)Q7ige5%RuzBu1pT;?`Pd~?Df2{$V%b6p0F6g+zEIvP)WziuBlUJ zV_9tTl0W%+J+K5y!J6^{kHSz|RBX$k+gtKLY$CqK8K~kikOo?h^BNQ&LPg)4SMe|` z>9Bq9j$5b@SOJ+~(-ufDl#ge4>29IfDQPoAWOG@v|WbgPN7m(!)uIPCUKGpI%`ufIH0@ zZdvZ89R_c)of!|B?9AUjX*abhU-Sz3IcKd5L2EAH<|Bub@$RDKrAb;v9p$SjWdnv^ zK#;qzfj6qo?8uaPo2U8MlbQKtThrl-aFm?ewp-h_*)}`I48#J6<3_)N%nhanUJtOP zNoPrW(N!0He3QtL&K9ZF)Nwmb?&CWAjf((UXmdK}_fcm5^9cM2k3iVP)I-v=J|x7q z!!6I^MSfka5m#ZUv zPjFrT$Jpbd_gHzt-y-3U>AMglhh?88Uy`+71%t1eGV23HspIhQRN_6;DUPowuJX-r zkgG%^QnRDeYqFWc&thDU0f9BG_MKTOf%d~cI;i%N?K@nUOWlkPC%(9q@2i0uS0C{#>^U0Gh~ zBn3F5^8H0{k9F0ZGkP`xlpMih>KzX8DU2=RRETi+LqD|MCrX zgrUBLE@q_}*>xLt)5!z;LpE~I6ZAJIY5m&#+Wi5#cLNXLB^EwE}=(q#+Y;F zQIy?mtg!(w_0X3rR#9w*`_wQ#Ii5O5uvB)o>r?xkE7!%{Wy$8m9xol`Ab*te@Z8Nt zhpvW^E5TQ+1>lc+*Eb2{-VB|4^tb?CzKnWmqz+l}oshVfg8kW{E4F(wzw^o?kIVei z0!L^Hx3;R}b%usPD^dIR|5~A%X1FfrsIyc>|Ck?iu^=(^yJa>T@V_FC4YfQa3 za%yXV5m^60#ew06tb8tDSFW&0qb|0Iss^^KUXUS*R>*h_%f=^V1TltoV@*#5&6zwY zij#rFdKo)Q01dh4y_1XYdE!ngn}lSNhe{OrSR1`1#uywps!Q>>+RS7{w|Fifs+MEv z0?6k?fR4Z>g(YECrb)-EyVU+QWo|KqFRT`~yyt6lPt{#A;Ku4ppO{*EQ{Gm_O~?|> zq!U2};9!~$aVe~k=G1Rh)0a7-^pAHqvqDu)Zoa|I8P9HT!hn&7RM^!jUps7fs)CDj z;1tJO+QFe(pcu|NWv1g0!={Au)s)Ah8#l^1c}LSH*4HY5)xQjC6bkTWB)RmvQ?Mr1 zp+&Wnyf2u1f@HF84%5F1Kjj9$!;JXk8$ejbh*eV?HZtJL-_Okd1%yf5)so^(!Ngbr zY~@CDFxk0CPpQwgegP%Oo&!Y{u zD`FG8XyKuV0*v#0rLpHP+y>`a0n$rJ7e zTC%l&SpVWn)|AUHKlvxxCj^MG&IXWlwRk{-=Q|_sL>=wuX4X|EZ4^2JR463Gn&z~$ z155aJ7cl2wEksLBzzR&u%LZ28Wt3x7lOqNEBribj$njJ@6aobx;NI&7Vy%O>HGY&ViAvc#QR0!nYRn=VNk)p$wL;WXr02nY2 z0YHUef0Pvi<_stN1JJ~IksmWlL*@LrEs2E&on*0?2=sfH$aVEi-^GJN`vX@-SW(4? zAB{C`(RajP(5HQ%&P0Zg9c*a6bEiMPBC)TR$m!PNd*lG05&QpPhlk_CMO7oNuG0mr zO{1J$Uv6#|Q>zSGyl7e7LF0ztx&KM0`)9X|jZ;c_z{))D)k^5OkFjC#oFms=wm*R? zr9`qDeM}#_>uV1qPTtTxR6SC}5Zwtr=OOcg9V}Er%tF z#6a3TRNj`bANHjY36dONRnoWXtoqtulm6qo5SHl${uU1oS(Om(@6GioQ?59t7PtNO zD3l_SME%V2eJpOQ2%h}}`r6O`>=FOhyN&ve&(@L#o{SDD{xVwl<~c45P3*Wk(vd&Q#{ya`;Pn|wGjL3jY>zn>XynS7S*TDk`+EL&<~#x*CYCR zFvFwK{G)xh@vHE!;q+@mk;VGY?qOW9U0}rQ*PV51RvzaaO!G^tQnH~>qOksO`PrN8 zcwA+Q_GD$Y#>y=@JNy7xcUBvzETsp8155tGR-_n@Gmz6Bzt^O-$Lf^ZW%~d z6AhQjD>8x#zq~DfBNE8l6QhHdG|P3`?p-{1!BmX)ir3VjFDv3n6xt9?N~KV%yPW#9-&uztwedX0oCejt-zHK>WQG@3PeCF4eY%Vy?WamgW zoWC_BX+Hp2=q1k;-B&K@Bln^;*E>;OE^T@@AZX|Hf_8ppzfDAGz`#<&_L)zhOn&Wy z%xCBsu~9_l0d7ev0pX79#U|pB_mM*~Cp*R+O{+W{mdIWqcQP7Vdk;E=CN1~)SH$cN zZK;lKhgGgrjyLAp2%H%;mYB(7jD1>st~v>wyRlM~Q#Vm&`2NC`F&q>5a4>sziT?X4gOkM9jVL_io-_!2 zX-LpUJS_a{*NYcBX(|0R_=0@hmr=F7dfmd@G9qE5sL`}X({H&{|TM+yiqPXz|qR8@> z5JiX+04w7D3M(2FB5kc(i>v8U_wJQEA!vDXjs#=w6A0%(z%J81{1d1lVl6*;d4$x< zs@<;g4%#yoKX#0(VB=s4+fMgF?z`au%G>A3X%+oNK_~LIfbSW`UbP=rD%^-<58Hjw z05V#zOOo$df!{Sf*9bOGg;hIi=sK+JPu+*D-EG&i+)vS?Nej{x8dh!4Ga@a-E20l& zWQ`{!OiCGAENVA*I?+mre?|oK*e>ouIa?&Vx{xh&K2`Z*8czk2KUyXM3aezUT-Vrq z@TR$a#*>=R3hE86HOCRNyryy8!F>)D4bg-dVTF~}m{T-S_<<7Lufb2DCo?NEvW>>b zp0wO7&BN?lhoaO+JD>3K+2x95cj{H{v4_3Pn>eIDfqcH1++EJ8tDjC9Oh>c|Gxnj! z>~xznn?GM#F&3A>quO#ZmF<2=8TBHy)$}z_lfqq!#^v|wD?GHg4xC-aRYcC5*&V&m zg{3P2mMT>G8L9`@)?A`%4XvxGsGh0=7V82Y+=K~JMC4=ksYmAnaCDlvvBI4fDeM@i+CM`hl{Z{?|BvR`RTE=1~or`?|6p{WW9Pt85g2|t3=SvGX8_#SVoIi8n>SG*jsDl-} z^YwJGX+=H2!ZG-5R&{%OdDG6gb$Pw4Z@vTXw2eoGTK_~0ENadWwZUXThPFx=l z&C?hW(uLusD5v8^l?#8TMDOQZ!9OM|{grs`f2m48_VaIbk|3Czh>(p9X-rusy9a<2 z=?beUBdDzOl0i6mzh}JI(rzE;%d5a&Vc$YYY?6kXR8=7}O?19JXO!d24K+nxj05PF zZjCEZi1J&tvScO`FW$fkC<6CJ0+Eq|RZ~4A{Icu2@cN@uYq0UQV&sc^xR&t&h^3%= zFB|h3eyxRSDjvW>F6S&%cQOM zj2c>jPfAhe!?Jg1sM1iLhy?|>9>yoV)LimHE&R5;w3S9CppcV4#dj(*utY<)&d1ZXH3%0e2b>qYVs`Mc^S0(p0*tt*1DQ#0&X}`f zv+v`$Z#T6rG6p_7I4L)H8EVvRa-=Zp@Nje5hiCRYHgjCg zU~I=@gI*z7@UDl6t>keRcP%vP%cWKXP~IzzSTTt&cp-+bEto|jrzu39o<&;|8XYqT zM6~)JJL=ymBKk>mcN|Oq>i1s?^L|9D{jaOiJnWj7*34B^C=ldWvKaFU+%j26a&H+fz%g_8DX z80nix_1~_Odn-o-jd<2I`k8)~yUcL|<-)%)wZ3Zue)emNqBZf4x=`Ige$;Uti=mj{;j{7LNr-V+TmNh;HOaY6CjLo`o7F#^YG&2@aG9iOQ>7^mM#V=^- z;}+xCXH-WZGc04(1edpuj0L1Dp{`W@=ch*T2~$l-XvZq*gz}mr?Y>8-x9)ITIKS$B8B1cG2O+n;YWTOs%0wqz*i^{eJ2(iMg#dB*kpiDak>C zG+PbE(3@dH!CfZQQ3EAID09}hn>;1_VbfFWnX=D)F!qj*q>py$np9iF18=Yh)Ak9k}8iKqxX^O(6nHE2j&FX3!dR zD1q|1@dj>y@!r}5zW)T#E-GD+w}-nDQmd+SIA83_sm;rkk~Uflj)82Oach#wG=v-` zJq@grSrdyEBOOS1Oae@x#>(39>Vi~6>0V*K+S|@?a^W86npcn`9#Jy{=Cqdl2QPr_|bY&SAAZ+SNTY&#~s^=oc{T(DQlr zS&^S(;3O^kO?)$ zf6&8DB%~?e-C-mw?$ox2e@jN$v2#>Rn9CQd;<@d163aQP3Z|&YsU^8MmbT?4grO0X zvb67h*@+d zj!ls&wf{>Rby~ZO9F|ZB!n1W=7P?rr+6g8OgljA=mz^S^uLij=7$%klT>RRN{y8EB zP&5bRvv2;It9h&m`~3Tt`Zqvy{Oq^(X`H$6&9~$a!n4mB@_*&$FL`x8Tbbrs{X~%b zyPcGA0iU$jAxDD)h_7S4e_qR%0s@$!KdsVX{YpFa*R?Q0w=Zyj3^1?0Wu>t1zfKEd zx<vNE3zY(Ui?FAq#a2B*ocJ(B$*WKwZkQ|Eb!_1+#aJmAsfRmI;#P)LK3rb6%K&>&4MoMC z?;EdgGTP=+T}{u+)%aji;0P%-mPkEzSzBBg6jTSq*nn ze8)pQDzq1&*9!8m8r_IHdEKQ zyiNaMTfKkgk@+Ic%~+F^%w1h%E-cQ$44%?TW^24)jlvd3I~9*CzRFE)6)(tB7e0g2 zx1l12>DN$c{4xKil(Lobc`b`7BWiEag4^vmisel&5d)DcqN~{JdN#*G^wotE;KQVXN@k9KuU5;*0)+35(BMygeG5={9^IJDcbO}eRZ2{u38I{(=CaGJ)5reOA zzTvc%nYy-ET7~@--B?M+gjukW+Ah-d96|ej%d!Ky4Z^xQSq4rs+KJpwruAbliv|J- z0u8HE9wvy)OlK$FxW&^4C0T3ZCiMxIH6zyxOhZ`P+|E`=-_^}idBB)jGV|8!Tm4dw z!f^>PlK4Hai1cMy^UH79K7=^Oh;6Xgg=O}>zK+jizh$52bayNpG=j%9>$J^!-c{?y zZ^3U5*pzHZG`A2xtM%zvC-RP+)i-ed1hQf8DL7!w6uVkN0rl@L(-upBGv<2v%rpClGIqP+$|G7QQ< z6J`;Us~g#1%3J%6-BbIBh)nxCz1HCdwEJNmgwN8Y1VS&}!HHb2sMPj6?1ilKZSw_S zp4;zR8BgF(nc`^|48xaaKe(JZWCV%ya~Go|ejmAH-HB62h%DpRwHaB^;E)wLank?9 zlX<5550#wnm8{>qnf1CmzJ#s&P7GH~*Imp}@Qn&SrsSssc#lq#7{@y)_CZR7@kE~@ zZV#?!>0}PrMF9hrQo_f-1cLs86!r%w^}m8j`_IjV(#=xOZ|6U7yd0vSME&So5)`Aa z-Vn3;2s{#a)>)_D3?NC^zhvidm?P(fboB~Rt#RDEXgH|lXA3`pzAlLN$WGXw;CJKR z!*=JlT1)nyjPoZO=#F{wo`(@`a!yke(n01{j-DZlIJoIIeYm*C?|y;fDLGWQTU5$< zX=2`Ok^$YHAz`!MfY7(!=wO4*^NFADH3KcmPL-dVSioD?R2SVJ(cJCA>5>w&z@P^nDDx-PsDs>d3-K z>uq0|iv25d$x(JXcE~1 z2*nutVf{@)UF^y77S0+pxWx$}m9J&G&|nSL>Z_Uu&O1Q%#5dPY2xrFdSVHjz%g(GI zPHR{Hx^9N<(Oocl2Jk9)C~*7*d6#GMpFr_mM|T7%HkD-tIa&8kxlM=09e*y1T|pYM zO(1#n6!_+~I7JkDEKJ}Z9s1vJ&R!(JSbqmVrt@8EGTgcVcmY-Nx6j=<=dL#d)RTy$q_do1uHFnB6(Z6Q3&5(OioFeo6 zk^jka+47pwJX4ckv_ku4L%f!?LT_m=dzds!;#M;Lt6c?i1*lBs;!f$z+-shKyh#yT z?Z>%Ev*AtWSxGWjR90_oe?)2YwHD04HQSHWqA--PV)wYc~26ZR2MmG zd`@EKejQ_qRfFv~&|Cp20q}rwZrFzc6g>jJH}=X^P6}4Pyzd*G;sf6Sn3wYU0AkD~ z;F+fz6&2@G1~Q`buUtH+kOEov{Yj4q+NS=}BlL~!iYbh#_g)$-Cm1s-dfeWS8X}X9 zUX%>SU0%GY2aSdk{Z;~Zz*67*uM18$+mcuB6Wde^vEk5t>oGjs0o z29XoXCbRvVBu_9{X|(`!R;V5#@21WAIPMUQviWQIIuY3#XBk_%l$e1G>&qS#66DA% zv_kbuBcBLJJYSQnK$&u(08UF%b)`u4!&AH74>r`k1rkWHCRtkv!+anm(K9*cEl!;! z74Rd>BPZN`YAh?&n4CpQx0@)}M;Q}8%M<2-PF<1|ltR)ESq4zDW{16`g zq^2Ce&=DBg0^$T0j{5dU{X|3A4?Ti<~*8OL!0Qd!V<_MNiR$~%$|rb~hpk^l0- z5JRwNetmcGsP;3NM0ftjJ#*$D=SQVZ)w)l2UnujjNjY^SOfhrUNrcEcrTg8FYNWDy z2)(g(K4Kd0G0V#QC25odz^{}QNvvXN<^=sD;Nts>PDaaQbBO1(G*kvzjGpcx+?ytcy)Fh`qfqWu{ z8+%NqYz@b$XzX*g(0G?#Ua7nkw({f?NaH9C$)BU#qte0 z(r{X!t}t#%kd*(neQvLOLGjvl^b{;L^v3BG*PO%dC>8?>U?)!VnTiSV4M zdpIcT%gbH@B|`7Y=AJ==L9&3SPdtDm2rmzu(DWl-Je!~fYkH3wJOLZ~1S;O_T<%;U zLNt6Z8IP$;kz3b%RtPYjU1Ikxs#pe&N;$v}=pS+|1N9)Dngs@j%0x0iAzjD(siQmS znyU$C!;1=Bn$Z*Pu=(M+a)yaR_F84Ie%=dg-m)EC4T7IN=l>tKk17<$yfPts0(oO9 zkW9_cc7=k?DV&O)k4d0mjLS>XKgVQ{uZFz&h~i_4+KQFzv~_`a|F~zZmD3i7Se#Fz z<$mavE*y@s85MT+NDk^Cg>{!xPlyzqc1h2Dw3zOs9QeHa9Cpyz_oMVq!R*cZh@nk# zQk7^8WI1oK-d{IE znwBGDLw&1Y3ROW6v{zx78KLUmM44>MnUajQT#|ddnsRxyv8;ke9MP+Tca~suWT1S{ z-b7iO#WA=0sE8-+MV%IHiv(2ky#M4CUlZgrD;vB84MhvFvmW zJvsCIR|=2`qh{mfn6v8EIgtyN8PaQmGjeJ2z3+kL(YC&p<67>Nza0vttn530Ix3?8 z4g4aJhWXXtV=L%$k?~<(j^iJeQE4ZL*1(I?9;UG1SL)adRL z1qM;ZkG70AENy*Cj59Qii;7OE8VT}wSeB;wY3zvUvk6qGx4?4ly4r~^!x|e5*nB@E zmb_lp&i8JyQnnQZkQxiCTw=z&g$r@2b3Hu1E#iV5Z4S91l55WSQ<4RFZe>eqV>E@H zC*R%^`uI+;IagfkhDuW>R9O=#oN2$zLTo7uaYHIZ^&Wt2EIi-x%OBbF4cc2aw&K&` zPow=!ik}dQuU~Ntha>7+*M67I8c$7(5T)YPeH|$cnshCHU z*%hh+rQU?k-UW$VaY8;d-g~|`2EQ_NT>~(#D+O{Wo%;rdXOWjjrR^{W0=-Tn;)r&H5lQvM&INjBu9K3|o7lyk>Jkk~rhR+3nPjouZo}b@MUDxQM@Gn- zSy~!oN#hdB0YOml{IBV2|3=o#H~O1u+P6i?KY`8spOe@7zr=^CV9OMW6e}=VrNSq~ z$w&<`YnDpS%GVHt5MA_zzx$oI?O5@|Z-Olgv6z;+&)T?V-- zk|s=!V@o-~=(dJKJs^yymY_L|XX=`U72khkg2Y~hc7)fvlB}6F7T;{Y8H&IO78~1! z>+}|mnBMHyD)M7YZ{QO1zSNTgh*nP!hB>~4P0>AE${Y8p6ZPqRoahtq+4HY?Qqd8~ zZp2iO0YE3{6wCTdvy)gk5-ijQ;L}(d-489@s?p&9`10hzDM_R6Mtw*^2~=;b zl{{EvF|J(XHkE0V9!V-tCqg0FuOJ~Cdap-c4a~ltq>PH@>s;;4<%7L>(`~Z3MWZNe zX9@GU{Xm~{L)jMS<@qYvR|zb;Klk#$US3)&OX2rNE8K^${5Rbz9GfTT8&^N{AH~qa z4G1E->kb%EB_DJww(`K|@|Q3Dk)p==-h!gf#h5ZG-Sm=?!OP3^Emx3{=(s5c)9uoS z(+R;vDR*r&5_MI}8JJpPV+qBmkgU`Ggi@N~`W~+&!0qmi{X`&itduG?qLeO8T38oh z`{4wep|K*PL&7zD5!S2ronFqE4jB)wlq-;2+=$&;Qq_NLnxe{Fk&h*Z9LvSRWdnil zt7f9T`yH1V$qnUH%>Xr^RSX8u)xX0anV7!&rh^K92W$MVu}waw8h(|I=)y+)KE?c5 zMf!h=PWk@^$miX=e!-xfT-F8}o}!-qoE35ji{8M=tTbsQ>O{XqCI8zS5>dl*FHANi zMZ=A-51g}NQ_CSx06taa2o*Jby?e$svltSwH?zHPVJ4^(1WB+LsD?_?Z70WZDFMsh z+*{hxvFCYv`ePLr6&qT^DK1AmJDnWvQg4!Q3mY;9I z$7#jA@lbwLV~k&8)O)ktUa6o|t|z!;Rj$QYQZ=B-E*+iUF@#$^_9!;2(U_uPEbSVK zx@gXWlrGI{3$GTp-ZnNFsgaD9A8WfFG9|%%$mE}G#y7N|cOWnkV>GeGxHJ~jy5I`P zVaRzh!~@qURyjrqd!>c)FkF{m5=ye#f|$eM6@FLM#E5co_hY4*Ze+da)f?mnzy|YF zKo@&`q0tb;M_^%PpV=zpv(fgr_kwgE^-|tjzgF`rS}WJth*IqNGm!GC6;&x5=%m6Ck>T zIBk{g|8eV-69p>C`;uT#x)K!#%SNeD6ffAjRSb(UFt&i*TH{2ka53?SD5mbLxoUr+ z&j#JKYqpL-K0f)t0PAJ#*WvJ=NjQI2#{6;!{+oy4KO`;w&&==tA|7G=xXmgSP+0^~ zssI^D$dOVv^3L@5E-@l-Z_8~)@bm=hE^(pT-j>Xa2A$PUDADe&zdgWyHHAeieVI4` z>uJA>-Jg};--dc!--WqYUxYqFc6L~y1RSfxB#%Pm7AgEIql|aR2uT(7%XJ%ES>7U9 zROw&k)@k9Ds01JQlkyc7L#sGfL`~z?e9ft(>~cj-Oc?mKKeyfWLO;sPVZ8?4Utp%QX9# zoiYCgf5GXXk4*jD6vJ>I7Pzk%@r`;X!mTiZu>L^w}(8|%P@ePP6Bf!P{H$;O*5$bZlm zY4BA!&pn~}uzR4ku~o?{i&b6m1`%y~f5RvIAtc}AOj1tS;`>BeQkY*p`JOJ+RX zBU1f{B6hx8R>h1JpzWI~W}((yC!N)+8(VZWhAwx`Y6?s-XxQAHblQxEp0m*~mcKHp zo)P)r!P%Gufim?l&xmxGo!TY;5Bj`$aJe;P-M+?cx&{==fa=L%uSRd$-RBhHInigb zUert7o(~#M$_~PTDtU@Ln(u1VFMF97u_4|bJ|*<3-g5;eHtbXs1Nl681K zp+`uMiAYQ=D)C&!iabp^t^HD{T@sMUDe;LZ7WCvqPJOiT;kz5$apOQ`%{t;T zRzJ=wY5vIuo9*Jq(2?xzkJp3VG+*pGxv2yjSu*8+-)Y0xM84Ws!W8FALs%Hv#FCCl zbnmJ=k1-S8y>(BoDex}#SaMp|8qC%mmnj74N{iO5i}(c6=|dd=Mp&cI*B@4`l{gav zDMQgupej*!o<$~{x-qtHXZe6(sqR;oYTgB@^@08`Ev-n%G9DNfiBea;O-@Cm3eT~B ziWCFNZj59`h2A5>7Lkz3i{H@9atX` zOIyxZ_8fGO$w(j|ajN!Vqxd``#aurKlqc5NQ_9C)yJOb?71Z_H;hfQ7KM=jPbDR8Q z?xEWRO*r^c-Q*{bOF#tsO7GF>P^8^i(L4qo5-mm_gi)gA_!(XA7kuq@;WX5Fd9u!L zdI+;&59JiK6^Y_=RUdLJ@;l$#;$hTZOD$nr@0wnACc&neeXy6yl#<`Ga-HnVJ)8=S z#0q0_MiTy0iw;WbVOh?WUB7zWY8cS}lIqBiz4+{UHIY0}#()!eog=CTXhbWir?+mp&~GU>Oo3gy&uidH)cgO%_8iWg>t|I1au zYu_d(f9+@dE5ZLiXSdKb@O4?T|9gh^bLriWs;Ms#^4rSfH`UD_P};woFJbjoeV{Zy zn#fXue5;I?{X7Z#(;snh%xm!}nW}}J%vTph7W0DXF{_=0Z5-BVr;NI$Uk@~PuQM_% zV$4?H$fG$YGdLhmd%Bve&wU8Ju|I~WbEXjD0@zXuCALJJ)0#qEI356YonY+slo}v3 z8E<2*4wFF@rL(G`SK+PlibZ%<4gf}|+&K%&Rw>4K2htKafu%=2^GhL=zM+sCwQiS)9iuWfs(S zMW?EskLhab1nRkIPOYSleh8R7f)^Pt&wf(AO%OAK17pLyUK20SbFU#4k$8V?WY^t6 zD1aS$IGH1YFeg~p>2P&OfS6~%@z6=xaa8t2$T~-@oAtpMw5)67k%Awh<|ZZq+ume-i&V;mPf3&PCzLw5KW)Dz!54;UxkW4p;%8;527n&Z<3$|S8DdKNwEdpa@!#Kgti1=+*3 zSE>XohGwQ$fxI|;4$?yuPRu^Uz9a zH1ZcuRQ1BIwhB_%d{5cK56g7F99e(yh`uK&?={T?w%$d21;FR^+Lf>&#Amq$Aiz~b zpw0{%-Wt=Z*$o`kRDC9i%$APAzH;pYHOYXvFP3Lnav`J2yQ-VcX(13Pu^5JB5iu6g z$&wn_5qBS_zF~qcJ`P&Uv8AVwKvFIGl#cC%nJ9z}1EHAUpxok>f_rv@a^%qk|GED z{nSFYufh3m`^yB}-^O8(044!|%1`!^$!ex>7ak>X$0jw_koJ!g^D zd1`T9=w}n7YC`LZu8dumSuo9BlU3c} zq@HWkFp%q2lSXvuOD>SheyjJh z71MW1A~){lm%P2!5lm{(+{F0-e3q9ib0L<_s{smrQ6?%ZNwKpk1#{1cWDezlemkQi?!O$?oT2ys$sm*B93q2(L~lk#FVIsx_2HL0UbEV`XLrTl}OA{M_0#U*-c& z8~*R6J6a}U(H%Y}wy z8%D-$HwKxy&5)OWAbPXi4l?YaI%DN$*KR+SvMx{$r9_&WqBx9La_(hce(dIjFfewz zfbiGpUoP~=HO#$2dC!a2H59`u*)(w4qjPZYLcn1a3euxAJ&x-N)?65Vesl?mv!~Z6 zu7K)*4H{wui%_)`-GgX~UdV+ssoF%^UxPeCc&Mn|IeBr~X9*U)jyiZT+;r$z^)dd` z0S<{l_1+!&w8INLP7txLJizRqY(C~O!4LgOh9^nB!xELEe(;Dj_=#jEAp$x+%vY?S zyqqBM&tN*mP}!5NKcW?t=twZYUk;PGC@0FX&@6(Zy#mSn!RoR755Ua$Zy4b}J=j;e z-oJQG?>_b(on<-@{_DN1t=(Z=?07 zxXZ^X0y9om<<+R2pbgK$kqAEY4sgN5&`F{(^Hzuc&uw36}JIgt`*2Z|->daW?(#rhqN3qpYA~ONpxa${IZ3v)CH#vfv zo5sr61~rXKqPnK)rw)B*Boz=y*UP(63BB4%)X7b%lc|v#^3l!v$yP{ApQS=pFRtPg zy$b$&2GKUnxqAZm3&Xd<*ovRnE#J}YfMp;Pyp&UOJ4EhQUK&fvXF%h=+a4Fib2&5I zL@&(^dHD4-(>bbkv1@?Ys?Dro9B*`>a`c_cNrS(?y7+v7FEl}#FFhjI2lV@0et84_ zz{*se18_@ZIpc?bVld_FDg2kZ;9vC`^1U|0ROG27cEbMjOTOSm* z{fYnDrTvkFS8*&Jj>k626SbZ{Eh2DnMY;S-8~C0z`Q?rJa34cEfCgpd$u4?6%*3kB~3c2FH7ghiGNPmD7EB)ZL z%@XqobaBLO2TL{cd&T!3sSrPb(G%T?!_>7y**0l8PZc0=E)Sn^an4id7CZ&Q1ZgQ; zd3r&7GhP!^-ekxONxMmws~YNnG-tU;fz`!auCJ}uyXz(pvnkdj}@9Z5q=Eljjt;Y4lkOll0^!h1_b-;b*eUjp7UI2BeD z5q?2-bcw5cu_YJGSWq*q1!ds-$lh`W2V3F$yvck^jj?*(^_35JO`OiOz8TbOe-YM} z6}40$YSO&C?1YQ#Ibg7|SC#;(F2I^OHj#E-*_&&WT1Gg^oHU3j7arl~yZIR*U`E2N z?&mFZ^6LGg zo|tY7*s&MJ5VndH6RX|B$=J$aq=(;WX&H@;)=A9vi#d)@Ke+8A-!M!p*m6-NplE*o z9vl%reXQRpxLbgrwycx%t7xyyiIz5o$?!nwK2SI;_;6@g3z@wFE<~P(G*> z_mF|4yg8+|%Y~`AcB-iQ60kM5@d|ZvyG<-Eazw4CfL-7EHvd-bd>kPw9Jj^U`NiIJ zF05x$lW55B@iOAUjr}G*!}>!g+Xv6-Iu{*aqUcRfjH;bm1c9_J+gpOq0Pul8#7v#W*~{GLp27t4JVC# zk}yxCC6*5((v-#?Y-Y%M&>6-9p47Bji5ZI&F}V@ubE7SJd=~1ra@M)Wn7ao>X7~6l zRC^QT(`x;UA!#yG25Py@LB7hipwmKkI3u#q8w$!1qyxq;w}{pB*5FlO&ro!7gH zgrSiJo?B8nLLaJUtXetk>M+T3jk70W`4yZCgI4xv^3E5hG56_SSS*=0+8c;2O^x6y zV0jqovCSDW@d-rOIk|t{=iv^D$7ebrH}dVZR*Kl^u1$sw>6lamZ`FOYR-?{N&m_kF zt3{^rUS5GTBRP+vVx_HXk$s6V4@BVfPj`>Aq?6>{@GUxo0IOgy0 z*_C;4(df;i=?|o&+r@fXY3-qA%UJgo??%o><+G5?a2aM5h{ngR;#o6a_lb8xlBL_f zGqMcNnh8WfcsTnWG%#1C)^T*e z9y)9TH{pm_CU33%a1viO5j@4&J7|BmXPiI)rQ%B3WKu_2RR(^$REddmxZpBJ3QL1( zw!BEv=T9wl;i-wCSvkt^SxPMSIf+NX_+&-NhCsjW!HX8F$C)^luquM!9^dlA*~e2> zk-^GdrQXaOBWhRh@CD@@(ua-KUb9?PltV^tj9N`;?I!jrEU>_ymiKK@>r7ksNYLJx zXIgl?YgJUa$Zt;knrQ*W-nG@~9VAxD%*hqoqhJ0JsM7+1j9-ZO$2$`kYQxvuZI~Zq zhh%u3I}j~%A*;2e5G~9*d6vzW?gdIiIu%TmY-7Nf_M*P5_1@z>usecUHampD^IXR? zF!e_BJm~I!s6)iII9FlKm>^05;sd4RQVf=caST!SJq}%fm7M`4fk1p2hS^ef_1oOI zPacn#(_XR|cmojag1Q+*aX;Q#ys$b^bob*s9~||_j};12HhufS?^v&O7eszw<#drz z3bF2$parkamKjZ4-HP=hc+ePa?U|Nita+v|>gv$B-45=6u%3mTjC7Sc>zFIDgPU-| zUS4q4qQ}FFT3%V_pmme}j4ogaHJG<^BTfLflj4+NPZ~-5789N-LV}Akfy{R^B+JmU z{u#?_J(|?=k^5+yOz2A_ZL{!rj+2<`1B_muj&Mfngw}JaZ|~a}w9`JJ!R{>#%r79i zr9hA6Zzo$rLY&z|k&gK$d*$0utDXdhfOdh#xFn6Sc-hT~FF+ssNeDJ=o9%%s#vUk%YVhkR9m+YG5lp$Vj{CNR>52 zdswTuiO{495%r~t0x~{{U|7rMu<`S8VvhPxAjn1^_a;(- z%R9L^n1_+6Qy(37cAYvLg(j5^nKG>d2O|wXfgB6$OC>Wxnq)O(-@Wz;+yZi#1n%l@;E-YA3L9(`|&JCwPipu`rnN$s(+I^}xY_bLj08-n60OJMG$I zFpBWh-AE&Lrse7iNOt`z9G zrSaeyK^Yt0AW|4y2OD_7E`=z|Wnwjb5t}CpR%uWiz!Ns*ryJ%PD;`1jKS%qfa*gf6 zUb%U3`y398D#cA6kvikXxz9)cHvcVYamh#2j0+0(1XS*i4D>^0H9;n)*cDBI< zQz5wLwXz1#x(P$PdG*O8_PAcnkKB}!J%_~LaZ>TGcWjQ$yg)0l(&+fk2Fxy;B zzbfUx-oB*l{L0WZEek)>pS08abq3c9)T3f?T9+4Dez*w)h|z<$B6hk`ChR%Wb}e|@F1NOMNC)|=LF4-FsJg{O8`(O_)yU)TA3ze>X1oNd4q+dnVWu&bGrEGTL0GFdq|e*Z8;yfLDHgQ@)K=OF@WrP z9)|S95K|52b(p;wg18+6Em&vVUb41j`oQ{N?oO`IOdqG3UtTao7v-~BsOc%sKV);^ z)?Skjs&JfWA@ZJty;HwG?vwfsUgOX|EY`hs+c3zs;P=RO~LJEe$vu#wY*z-GB?C>G!|V-7s~zV=-R% zJ@V32CzUaU#{N(ZI8;m&u!Y=Tfywt@yD7t778DqcNO=;CWVaPnvRHdIbANeTL$Yz0 zKNdI2y@zP>M9H&t&RkA2_6ov>C70H!w`8>FNfVJVzAi8e@$N29qgt8~Pf2TA0)0e~>x3`R=$EetxuHQ?C zeynVjAm<&B_IpP#rb0AMvk9P6*xJu5U3MG4o8&ZN*r;mXbZ|<(l(d_VGRMA2RWcW+V4ym!-U2MWX2nEJuyGqZ7t1IsEex(BOUX1;bp4 zql@#?tF2{gnW%M2Y0c7-jJ*by59Lav+W`YUlax~$@%u%)2gc{oac36v;?Sh5**&Y0 zjdDl2S>MV{9n2Ee$yQ>ON2n{+JoiTpL#8x(U0PkL{3RQDR)s&ubcMunPnj2vSuTwu zO5mo*4VRH@w`vjL#@hInCX2<6yzX!TMf#i?uh()XwbL zY^1>cydpv7&^5K^2TL{H<+=k_yFJ-lo!th9#;)ai_X1ZKti4xF;YJw)Gsd1NQ&J4s z`a+g?q!)2NV)Y`(7D&=I(qbqT232bJ#ndDDOXOD0>>WZ1Wt8*RZT+$Q80ZG^Gcm~1 ziUSI&zFRz@jDXehOBnR z)n-YoQ%Y%;azW0-Vj)LzVsZ9svzylTRm`i-k2eOIzHob_snSr9gr>d{caAw?b$Im? z=!udMKmE3b!20;Z?gOqW^Qx=kwK-yIjr#k@D7Og?E1g$X)6lvr=+~CxmPqph+{~7B zN_q3Qw+71H@VZ>~4}cS7Y;z+pL83a#){;U<_Ph!jD~4JH0=JTO44Nhw%g}S0=DW_* zhus>(&OAL$W0aY-_Bi*zj^hH}NrO7z;RE5t!Q%3&bL~+L!+kMkEeDL5OQn&kBRtMc z*G^REITOdnPj!9*(Qrb<*E+&3y&W|n91^G6PFh67egyaB5joI6hl^4V^1@K(E1 zzN%Uy+nYv#iOb2vqTHg-jxeRP{y+BK0<5a7>lfd2gGfk+bV*1HY#ITP4oNBLl5V6M zX$5KNZs`s|I<|zQw7{k}{a>E*>hYZStNYz^@BRMI^YXadd#%0JoO6sh$C_h|Ip%M8 z_U9&@#jfDOBy>{uX7NsVJSaoHXX-5pF6Y25k22O^qnu4%C6Cplh4X-AJxMV0%NT1dIOjws*0U!y9K_hiJLX57o`t+ zyyZd;(@jyjKIcsJ)YR)6efx4|RXK6RkZbXoQzvS*VI9E#`3p z|0pW)$8WkDF}`1=r@=b_PTOz3qB9^m&G@Fp;9Lp*7r&A0e-XEx0P)OTM_T_GJ{%;a ztN9=(lI9F$SR{>w~)9TvBMg|q;rwXZnCY;T~1+pY?i6xk>C{XI;=VOjl2gC9}!W6a|;3%hQ(K}m-UcS zp{*+l*d&!2h7?nE*yb9-o z2Rj7mlkcU`Qolu(kC$~=#lf)%s}jI_d8|}Bx_u`#O2kd(Ad6sy%S}S7agzQq+uH;I zP`s8>q?O)OQlFH&Tu>t8o-?ow0e{kz&F10e<@bKst96qr?T`d_B3WyBu{Wn8Z`(0U z8Utqa72mi`g)IOn?vpq+5|~@nF!C{?xT&(&jYX^30JnH}oIk<(E172Xv~yBSz6I=3 zi1E#q=2iF2#f@`EXemimvwHM59wwC#*0f=RZVL2zNG)wsl3tUhg|2hatZNW=3s_ex z4&*?w=WSJSl>HC81-<_$n}TK}<;|hT9s$LIS9ASno3VUq%52IOri0&I9$g^YxQ5lG z+KwPFnPl0#=n$M|*mx%JpkyM2rO+q*qwn1<*|V~w;Qz61AA?rj11KG&MQVH1>1W-%}V#px|qy43>LM}Mpr9Fp!+>Mgjt z#n|@F3lx|hoYq{)h>WzWHQR7Yd}7R*!C>5O_u*dT1)p!WrMY>vvQFn;o=I+us%uQ0 z@CiJ8>?=65nlnb+JV1Wm6OwlC>R9n|Q+Y$`79@;!b3w4=JDZYxb&`CNb1AP3KAbj~ zjwxqfW4M&{W!m@gGB}z7?`J)>%~bvb_>zI?7OUJDWrw!!s31b0b4LJ}Y&|ct-ILAJ zPiNCoytgKf3P|-P;!6i^oR=fWcaEQpY^bmWXJ6AK+&Hy1G1N$1=kV1iTG-)jF->n- zM(3;y5tqD()Pw)@9xnVacZ^473o+y%zdnTLdC=^ax>xZ-?4?tlk|Hh7cJanbh3v9* zK6jDod2MIn){M*k;P_F$5M}B7{brZIV$5jEc^^0k>AntNHoig^sSNd$f#Q@JrH@@< zH{8&EF8>nYx~c^3-jw-L4J4SWh+kePSah=~MuSd6ueT~;$|K?4NV}XdSqX_E&WfovUBFz6 z(Bkn1O5u;f`xc;;q&NqrD&y$TI7uFtsPCzKV!7{*v+b7Ld<(++L_2xH)OuW%k!Ojy z&~OV%+5l^xF!2+^>vZC+YPttDehxR~+D;eZpfTNzIV?qq}W->0fTbh6r zp-w((A1M4YCJpCvlP0!jR?(J(om)@Jz)Rx!iXn{+mmgz#TY|%L{qwX33*FP@+OVDR z&Qb}uu6UZj9$r2K+X?F4Ph;ibBo93^LgMC#B)$N1xqX{!u4NCjlXGy<_7>y^(fMOl z$O=u?iRrodgAhE*E>D8XL)$CnaW9cE$i7t5L0MgRZOHpZ!ipNr8G%HAXDv1lfkjLn zLD)lyr%A>)7o``>Em0!G?jD3n2TWDuCG8?LSA^CtZVlYr+UZfPhsgjRW#X=WU zYzS5qs0oOiAXeo-?rMR~@g%fhR+MPiJpzgIT&|>aV>^TG&NGKpWwvYDv z^>!f|*Mb}te}`A*{~caAM(EnAw*1`{6OEhIs?b9y0i4+e3- zWH51kiCg2;!3}pzm|q~4Yca7f&!Lqi{z%5gX}vq0Rdo=EwDQ*P zE);~)MzA~W>R|A!#~A@RTpjbhE5U{@$+254B{Fvp%3B0GtY|j^zK*nKCyEHtCf4Uz zYnT^sqS&yQ17aci%Fi=>8`}?|p*T;@$|x^2S2jKaxX&&bRjaOr-QYhTxfas4=J1yb zgs4wa(u};mM$6|JIy!NW+0d3%8Qd1M_ix+*mbTnJM6T!2z>heij_f%TxOWbvR5fZ-8IKKd^%2nb)!oQU^BNfg|R$0SonY?7) z_Tq1`Yhl#hPqzzChHiac*U}#O_U^uT(Ng^==yPbO?B$(#`X!uVAbV`(pMJU%|7U+B*H$eL#NhaNl^GtD~5kbNri}>*bRA z<``rJN>yOCr0kyDT8=V$n)Jz+qU$1E`YDu#>?lp$rt^^I!0Mq zrl3emP>QuRY@G?(YkXD?OhRyg22?$~M5@V*03gblSbBb^E4v1Fat3>nL-9LL-k#3OR^!Tahx(1nBm49nW$ z*lk9jQQ5gjRorS8rP+}qFqz|#^HXhuZ&-Xc-bpo8!cxQ(*%`E+I5S<9VonOe9y;u6 zst?l4Gh7gX)dHz!{U`V)9^nEin>?sxfkq1;{$TLsSJm&qYjMDQnf8168sx7RnZbMP zYwFJ2%6TI}l=i2^Zz-~iEKPi0jEq1@kV&*CXDS@7;LFs7Ibyzj7NE3OZ;nw0+{E-U z1vxa6fa6W}x03KdH7Y=LfG-Ky>I{?+3ETwtBc9(%EjFOPq!d5$%h4@}EehBb`0qdT z&n3ep{-JJsoDLnz2OoacsGuSLrKW#==$GdFR0m3d1{M~^UZ;X-_DDc_4{yYNa|WtT zpaMEV#u9xHnr7vtrEZxW&$_>^a~J<@#MELlZliaPcx|u z@CeTQ{qJ1@(*AK1m+wFJ7d#`TgvL2jZd>X6SDOI;$C|@5Ffvo#QqBMwcaiC?JcqVby?semQ zjODeQJG=mbeRMkW>q9!a6DdPP-?E`}K$vEjD_bBuDNU!aiY<_dgWPnz(Z|@_wwz!_ zx&Iwed*lyXPQ}k%52e3)9_T|#VbwCwo!*o*NZdFXJ24Ovzb#sqYLB84{09hmhrv0d zO-zVyI!s8$i>qu+Boi`x(By`&%6fKB^!>d(`_D`8<_Mb?=UoOsl`NF(FjL*t9sM)s z6)aweyti1{3P+LM@Iik$I+UQM^#QEVyTpcmnBhg#LB~co=*xAsdfPHtjotE5kB6e) zj86Nk$ij31&YJEms8<1A!L@@6HQrH&FYVPgmPbpF2sXPbu14qXL4v9JkCnsx_;90F z%BBVg27CLYaOav#m*AWjI6Z{P`FB3*l)d}-I%Q!LQKrm;?vIwT$)HxHFukn0prt0Q zG?(T9TEor9nK%rvmy*7uwe8pPA2tA(cHUM8NbD8Hfxoc0I*X0lW!gbIBBbROWVe+u zlQBza712M__9)olI1>j67A~1VTEmehk;xCN+_gqT;*tbF2#)gnVpcOE4lQw+tgQIv zV?KY!)dURzNag!Zry)O)%0G}xw5LCuETOM%IPiUoS)>m6wq!zbg3gFA_)Q3Dl})gh zRNn61o8>U^?CW>-NY8*>r4oJMV}Xn-6oSoTC6o~gE~rRL&b-zjI8^AYtw~Gv(67Vx zq)r5VhfWN*8Q5Y^1<8a>bk&nwTF@iJR4vf%9urJ4cD_S8D=`>QYQc47BazSn3+QS zW9XNlz&MEhcKtq4@1v0*GC-rK^1=+|ALin)Cv`Od+}HMSWr zC-qQ5L)|uRLI6_>Ad@2eFSY8neHO9+boN`&DdiO%xaE=|ZNnWQ&%>ytwE+y1c>rDp zmY(g*&M1u!IrmdQz!LJ0T2X$f75%TZ2K`d&%0JcW@GGqxf2Eb^7h19ZO6xz>+U=#6 z51Wv%VU=IW0PkvAq2DZFy+12U^rBvk1N;G z1GWCjnyM?QOt(2X==JV#`X8gLT&E-h&!WomhODh3bVYXA#Go(}M-aOAYSl(lw5m0x zrdu3G0uk)$9rgO8+Dg|2!Q2j}1cWg*ylR zD*xz#6liqDs)9qU7?8OAn58zRN^9Ruy52x1b6@0+_D%XT0_w^^-rGAej8)eG(3A@(g^rdP4|4 zJ@s`s1=CQR4>>3N`K|J+ARGRZApgIAmtookud4Z?&dzTG3W8Of(_QMBdZXC!#*2^8 z;Z*wA{+b7HVL5-oX8PO#J&UkN3=y!{zQU~)HCO9gnl!o$P4 zToF1FRI`s^QEX<2DmIncL^7A{N6aeAtw0t|O!Pcpp}AZiMrT@J$?l%JSoiLbe5e91 zUcVfeXY7JoF|{m6!VN4nZ3>=*yu8=nQLe16rc?w{;sE7l`w8q50HJ{gHX$?n*+?Ob z*OQPGU|tJ~_ZfjbHobh{JN5kdct;;11#(=#hx)u-X2Gfc+>Jn?cUf5${EtkldDTUj z)kqibREtMMXv|xgrfGx8v5oO*u>fb7`{|(GoX-Tdw@`;FJZirH!C_385L=0xX19k$ z+hksntci;BiXdc?gqlIJn)d6tM7-#|&A()J6c;6?1wBgfThvAfa0cCi>imn`LSvVQ zME%9?)ZcG?2?f8RJ!sjz94s0^NoE1@;a!^}Y{k^i0I_WIlxI-2?SXCL$IKpgta^Zf zFOGA8qj+8qgOqMw_?~LSS{ber3x#&t2_J~wEBI5zZ&@QS6=>cuN5+eyAJQ5>*v^@X zX69+GGY)D9%n)5^^_{+wDZi3BC|RH!e?YP@jLiJ4)$gPfOJeD?GHYwUV5{+JTu;2| z^tF!>m;`iYn-k9RsTCi#zS_-uWZ?m5Wnoc;%`M&rmBInWoYCX-7DF8fr^<2c%g2J&a#YU`~A2QjaN6mvI2)Te4?UCl`0XwEgO zuI|Tvg-SI&s^%lB9I*uLTM{x~);bW~LkXpdZmKy1P3Va?K}Vt0M%x{)M+Z2sSm(6Hc?xY2!4C^j{2m?YXF&UU zMu2ds(yxm<*>(>kwjHMZ9%=vBs1;WBT(OPY>f|}Iu$Y;R;Id5{B;k=r?NZ|+@J=ML z%k-=t1ss8$St)R z%n%NL!2qiFm);py*B!SYUnF<^a_AGw#ui|~;B<2AI$MIi{VB39N$*rET3_y#Cf~T# z#I8TrM$#^96s11*OHFCrqtJI3ECH&T!;}ce5fN%gyHB#=5_Le7yF7`q#H%LX#-yCrh8#La*|KhlQqzmOV#NOzdpLIvN5g z-H{&0^)Y^W$r5w=)T#$>$tA~?GR=KOp!t+|i2`Rs_rlVL4yL)%U}%Hv(9S0Zu_daWLRrx1dY_+b`8O%A+>~2%<2yAUvh8 zNd73=G~%U%9Q9)Zj5x%l-~J33?(HRQ_+@z)1f3QP_afgjOgE=MmQg}$KlBXOm&@Z1 zeT>A;NCbJl)a_vEb_BrH_9}STyw+C0m~N@d4iRb-wX(LQ5?D(y6Dg;@NN(9+JU1iq z$FGSP?_QEQijvdx$3`|4#i%$aV+?BW>%5UY#%5{1l3DR~?OWhU?($&WMJi#{kTx*( zw>;VJC^e9+@Vo{aq{x3rcGIPN6VvM_JbFi3ip|}wGlpEx%Eu?7sQ&7S4H}Awe~aAD zjf_NxeUyvN24~UC;JR5eO3RR&8}wx__hl@r?u$TK<3gUa0#UMp5uT49q4eLR^}J*` z-@L@e0mf}@adBi0GDYTk;#)OSV1on><+)W4WXa}w{5(0G?oI#vYd9is znqx|BTbK{7r3(b3Pi;g$`mAjT>}B`77sFm~ z@iBlRDTf=rhJGQD8B- zAoJR(Mv>lhIy>=I9!9FjfLMe3mi5|z10ihJIkh1#`cbN%QH%qEg^=b{<1Z5ziPpq^ zf5gdirU+N--P#BDUmRnjmD2-RQ<}}ncZS&>EMN&m!n2GBapo?%`K~0kW;lAYej_5J zixvdn9VXR&2=xEvr<+Xg$T=yu@7csTq{cks5TP27Tk&RtRkN!oAW&}WYG>wH@f>c( z7eXyc^4DPC7qB1_MI3|d$jTr;f}_Qt5+5q_@de(Hd`?+YwhtAQ!>x%_xc*#B1h^vG zj2D;y9#_|aW)H=^N#lSXZAW)odjlbMV6jVEy4a@FqGC~--|f9pd-%Etqj{1?zQ5gq z+k|to0yCN8YnHg{47>FY(A;jW%IEQS-k%a>;uw7guAR8ucHjZAE-rPRhMoQW#ltlZ+58-`9Dw^j(=k^HpN>ZG1Z?h|1p9 z*I0dNTrU6udau+WIV3*i0`=8)Niye80d>Xz$C(qSS3yqR<$Ch4D$=Qg=lF|P8(_#t z$}5JCYt2M(rQDIWWFu(hV7X}#ntKQa4~cAI|>DmhbBNU4i-j-ef0y19XzwP`z^?sRkiXg zj5aw$j}sUR|5yPp*hqh5PGOZ$}7ADUgJ@8hIr zxWncu@!^KGY!A$O100M3d#oO;8;<%}Z3!;lkioEVP_~#&;P!J#-#bp?O=>!bQurQ( z+(=r*^qs3wA_0MJG1vQBs#k^p3^2*+!Hqf!;Niv1xdnLwf|m1Z_^#%N0kJcY^CIEa zEL${Ps)xU3<%ryVE8Uf3NSBM5Vx@>}KL2cJi>B}n&a!LQOi!0vsy@>G1MFkX-E;ul zB?#$VT{?n1AIhib2}24P;Q##+65|vlccX`)XjC=O=RgHy&(s7(;`Zg6bBMNU7gJ8`OO zs>NNIdN?8dm}xD&c0vBG0-p3La~Gl}sV}s+Q~OnH-h^13xU5ZIDaaiN@mTPZfJNbi zHfIq;6(aLuVt*q$F3)7y2)lcD1wY~Pt_#;w=~u?jpFX)$gm+xZywQBGj4xD()6ARU zVmi`JB%fgPrzwC!U3w)C?F-o_nNVuw9L{;6QlZ zc|^9-(k42gDLY#7O+$KmGE6Jc>0O|cXm7~s!R3xHCaLHh#M(y6>Yehhjnj7Dzt3TCmgj|{Vt zvx>M@BA5HRpBPRSd4dn8xiS?f_@W_mraj9zVo)7nwq;Nfcwv!eT)!kZYU=?LZ+hH< zLTl#I1owx+=~Xr?hWO+l&L>AbBUj0QM{)6{_E^~K z0C17h4S>&XL8TyXoFCD$|2v;rtyBm4G0UNZHrhM=GW;mE?xjUt2loPN>r{*3i1s@R=gxV3B(E)j?ulJDE zn+$N~11tsNK6jmm_%~b07GIvB7&jJfdTQE0V>+u~2AwSAohue|Lo^dKxi;oEAm~C6 z`&+~OZ2rAI*Q2ro5HhG8SgHMsHsheVh<62kzddeok=Rimiw!sX)G8f#$qN$-GwXO0 zYBV(`%4Mp9A9zBHOJFEnDOc+@((Urp`%MG}@-VAq8;WJK>Irod)z{DJeFZ^ZMR43i z_WI}DV${UzlLKFqmQ4&>L6`{C@tOTVo1ol3RwIinwG+$YP3hLYrt9KHRvTv)J1eSA zu<>{jv+f%oQN1=y=I_tMA%f)|kam#(^U&zz)kX_S8{If+g`P8;sMhQ7RU*rf4?T8tGrYvo~I&WNCib%w?T}_dGLK@0PDYASsesOB}+9_ zjHQ)7V2~i1&0ibwsD)~F@ufTsW4pe+;?qYA`1ium)gnn}vh$lWVtXx!Fpbh;PX2W`Q=6QEee7fPn-L5{b6$sq}4;9M?Hc?<_l!4Eicf= zx_i8b-1a-jnQCo3RSqP#6;rqaqacX z>YkR%PPdY{>2&k;o~cY+&Gh%~e%0{3Vk$@U9c63V-^#>##2$KcZ}P!vZQZ2A5RHxc z+$2P*z+i4GNo7H=wg0}#@aIjWmnpuT<)~Y(WBS?_Jq%$1GyvXs_;xLp$edbb((o={ z2XmtHFc%icZKJz9OoR|3#K4mloV7kY)A^02Rtnm*0uJV;M9WRjDR5T}9{%$Fv~1*; zkwXd1y~4T$iDq1dnj_RqIJ4+!4?G$a5bCET*635#*iL_&r)@#VIWr@();Ub=NJT z$K$nC_GKJBamP-|sS_+~>7W)*MM)4uScDTGf=bSv4c;xxr9{5ETS8=E6MG9%0FvC! zCbc2Ogv@D15gK?pYS1uY07?hw#z;B4F4;k&El{he_O!Ko#x=}o$iYg(+A~f z%%z*|L!JaYxXR+$LCT|WPk+A4uo<*rZ*yRtx;Mjwi6-{x3c2*Hz*nuMWbt|zOFvpPrERWFKG^=+CX zBt)$22fPpYB$&?s73lwztH%e&KK$WW2wh`B%WK35OdY4?a>>j00_eT>a}T{~dFpfA z_{2xCop$geFVfB7*%3BlGGQ9S!%yjO%MLaj^vM5#uC3b_A!KH;OdG5-X-6-Ot_AO) zC#*EZZH4t>vA^w=Y0T&-3UkIiAu{NBh-!NuRaQACU_Us+{A{kknUY5|ayTjYtK%(# zih&}SiDz}mBiBwmO*w87lB3|SGl)TdAPcKksK(VaD8nnaLd}gwJeG-*}Mx{lpj;g9PwU4T7bv~>?@uX&$Z?$Yp<;-m*52%f_R{12JMT-z0t{QlJe+nvgT6(c@1!&jzd4b&%`Y~4p2&)*vn##3}(d#U4 z2PHc~h84VD0bw?rZaJNGXK)=UJZS7fdwo1d`JLt1Ju5nCD!r1J>tm5VL$h@vL~j1R zh;A!-ch5tEzH-_KVa)(uW@XJGN=jR^h`wogvcvnShMf%vrQXaXWv>#}9{2McvF{=P zx;^~hO-u6mD9We^j?n_n__HwDIeJ-+{b% zal8Sdf?`Rv0fx!ksE=xbS2KXDO63>FKvpFRtjkBf{d2BBM{k@@=l8Lrel+yP3FAJV z>Bp+^y{9{E@NM@NL}Rmf?U}J*Anq0;6{0`7XHBo9$bVe}9Is`*ec(eHD}$5GThKrw z`Ur%3aW@V7OyNkVt)_cyzt?4>1?08+OFu&Qk4%{8tScCT3R!>VgarFVHVF)hDv1Y6c^S+c`f4 zVat@dyqoeX~K_;8iDL%lO!?y#}GvhMmlm8_^ zi@*B2|8@Sq1_<&me*NF$m+$Qi7P_geiKEj?Q$w5IzSr3s<5k=I@&qEG&XevZjo|xl2LUsbTS3L%c$~DeScg9_{PaW z1^ffPi-@pmDH>Ut8an}Z$l3sfaX#dx`hI-B@%IayJXD;(@yi8X-~#Wj7x;k-{J&h_ z0?G%DKOW)Y0xtaCzTXSw0%`${U+w@3<@&8qpiRH%}w=> zf~9$>cprYh2Hdao(#}}b)Jcb3Nm80!&D725_oj>g{vq-EhpZkIaI1o;iG`uKotqBu zCct4>aO8Hve|QuF9_V($Ln?{yV#k-Pt8n z*(FU~ER0Q6WW<4z)eMasfm>9aUOF2){oW;xR9w6wBENRv_p*OCBQWNit>coh~UY;X6OMRIi+hWBo{iwN8zra>Piub5ZmdJDSqWl`p6Gt>F2A z+VuvsopFN5m^D_mC`ua1ZgLd{U4qz6b}e@-%|&F=D~6zGD0mp*l{y#(U96{e1!Umh zOzPOH2V_i+jV<*}?2jZ6V^4j2`z@hrpe!p>mkaAgZ|;3XjXH5J;ZdPa$CNPQ`Hc@Z zvChWSjGE2t#|JLV;@bO|M>?9@U+-QGmv-_#(_5%`*<6arzot{d;Ostf@w6LpIutAN z;uN~1cam0Cn6fRXF|w@yc(t=EDDmIo*=A3ReZlB{Ct9{uLRC|~vzxqn^3I5TC ziRr{vK>|7FptX7-j!yeB`q|#-%9Jg&yf@Vs-4pX3lUa?1T)3g0XPI_yU-3*$z5AAN z5zu(G3|-n?djTH1na-J{b+h>5L(OZW|GB(+))Q4mqXvk$(yQKl4SQN`)9jV?keCq* z&!5@FxN;}0>STej?u3Dw%);s|Q@tf=QB3320O7n5vaiJxG>e(M;5(|H@8e>*HHnj`WZXtd5#H@PjI;3MQ zBcnGULpr`GWbB*m1;+>2>KQRknqq$S!D_25wW&o9o$MXSJh|C3IL{Prs#@akt;YmRcFwEgBZf5+i}0b5pIBJ>WN4Fs}QoPA%VBt4uW@ zSsilUU7YU)V#u@gr8NAW&mWpQ8EskId<+~tq$m*6_N+6U3FyDL&ZRx+?oa`Gr`P-!9LOxrFvv|kP19t#^&uskf}%(~^DJM)Y7`nL|Y4k&MDS8Pss<45Nx-n#;~ole$8}GtHskTDf=DEB8M!FrB5? z9t+61&#_E3u)b~XFp!)}kTd8q2)kd@`P6l{pwkiY{^o1BBm9-k<`A>xI1@I~Fzk9ij;IXYu z{`q-q9GmHBBoeA0=R8)U{9q5^-jOHjcv0A);ukQBr1a+xlIY=aCsB55;(?!6=Q|!M zM8H#EKIt^kq>2zF5lq4r;~%U2)WJg`ZKcfH`EK+XqO)tqfXb64#d~w~9&17(7z2+L z*3-OKD=ef(Fibn2rxKe5jRw%E`n|SqhAPpaQHywuD+9lfh`&5e1;WfFKD@AP_JXnKQA1;u!VEG4NMUtiF?`pKY)$P#k5&~u+9#sPee z^^!y>a`IZTgZU^W*4$p`aJP{XBkOtscD5rpJjmMmNdgx9V|k8~8baOp9U?w2=#n|>s-zdNPdC+TA)2)VF)^-dJ-8c&{9r3~gK>xxJ<}nZiXkiv zA)-Fh*-h7)nZpx2H5y!vf7$#vc3R)kXG%nKwJiI>QmA!(13UL&^!4Gadi-&j`)TwD zx#Dad7n9yI-mz#(f+Qx}hGLgQv-)x$hl#h@s&|%ZmUDw;dQ*-J$)UA&Q8qClCSxMC zT`7&6H@W;JN4SXgT}~#tZjWk&6x<)DKO3#6V|b=f()O-Lz=))xp=OyD@#F?pTd<5;hMfyD+Rz@-$e}4>NfgJb0o_%N}A%F0ZA18KjJsoJ4Sl)h8_N z#zmM{@o5a6(!nC1t`TwFmU_}m@@j#vd-s{bFxcvV>Z8m{NHx8?VP2WQO@H(aqav|f z`W9QFb+2$VQXiyP*XS}w=oD-Ny}pI(+@QVl@2H4;zi1eLlZyE7s$+k<>h-(2_cy6t ze1BHGzL))u1aZxcyy*C3QOOBpxG?8uWmKqH26ow2}V6=@(`s1s}1u@E-6WlF{t*{yY zI!I75K}#9Q#+p7Z*|CDeia}Q^EH+X;{#7+aG{ZK?3lRc2ukeH*xH}@GEo7-)sS&fW z^*<~XB&cmtfBw$iJS!z6ZxR>(`5+o1TdjGbQYn0_)Ym){S_Z?{^mx;2=rc0u1lDe6 zugutZmx#HR-oD6i?~rzo35q+BSY{bvE&ed^O&E$&us8AEAT2pdUn*FfAriSp1^+ZA zn&$Gcb^S_k)afh6N}iH+xvCRZj;Q@~vuI)7JJ{RM&xdh@D{u`sZ&2S&sX@u6;0Q<3 zgMV6iLVwqn_q;%#6;f+pJALkU z_9Y}|Zm5@U&X))CV;Wwy99zFgf;eUAU5(_ivJYWNU*f~b-PNlo=gn2h!!z-DB#Itu zKVHFlSmTMJTW>DOg{fE?(~iv-?ENV5_V#_ERMvyn!}{fK336LUZOB$^R4?ezrlU(L zp7ht>tEcANQ(0(%szTTP*%}K=x9RCL_AMW2xw!caI`2Qq+zm@%; ziyt@7U&Sv05I@m7L5oNiI7c5yi@v0_Y{FANpOJlR9v-14$LX%5_l##!WxEXH{OoOQ zfU)Yt_;`qrIc{~=yZujMaXGaH4^kRJ4s9_PS0BH+E5|gcZL0Jh{hfM+?ds+#@v#GK zISa~{7=H21(;;Rl(|P5y71rp5K3v^#wFU@3IGJWY^&E1F@ySHM4P3HkdJP*Lu$W-G z>}3zp*GL@^Nhk~MsNadeU}ShyQ%b0vLso!iZK~jNPjcGNY1)ow^Cpi}DrP;b`qTIv=~CWv<3_A} z&XFj(`Xuj_Go{7eG1C^k?zYvO33$b2N>PSe#ZO_MuEa`Lv?_2Ft)+t%o)+6bDKHL% z+-atJc>eJ#&Zj4CDiy&xLqhrANaU1)o=dz23up)9A6q#kn>}6H&+!j@u|c?f9=Wv= zi1c~_ZzCXPZ|vgmo; z)}!Y(8D0gjMO#1Cc*rMmn~wJyU!Nxuz?y@;_*$gyKC=D%qK7T@C1%E9Iffg2cpDM_ zzb#C^4dfrg;x}RX$8cv?bvAPP?&0{&U%;+uVFK92oLu}I?2ksr_&E6hqutu> zrK-K5vFRU{IJ>xolcSR9O9?w0dpq0jei455e^}a*5^DdjvtcBxS!oa)9FXnh``_&xNCJe4jEsVego=WKf`*2Qj){+j ziGhJhd>0P~pPYn}f}DhmjEeRF1J!+28Zt6QJ|hK@c7rHEAUGtTwLcpSoWmm^ zA|a!oqM>5|H`Lw%!NVaSz#}3cAt53Hzj_0|gAj3%?oxA#A>%0Jg-Rn{ z*+HN(2Bm#y^wJ*HFXV5t!LWCCZ;dU z%q=V(ot#}<-P}C_0)v7>Lc_x2;u8{+lHa^d$> z0TJapU2yQO-wDS>M55+IzAL7TV(5T(pX(JWzIbd_Wd|C~Llr22(aSM(LR#)+x`Xee z{YKe;jWGZJ7G*yP`-84o5GDc~(0K^BATa1`TU$;WSc?n?$pJ}+5VMp1|NiBBYNWVd zsrX4-?sp>p>F0lgY~Y^1ixIyyg$dv+a=0_MO1KeWIOBVcf2{}ox7NtuvJ+I$m7jL^L6L{*x(&tBKaTO zHso;S$4pY3K%}Ayk@8<);{SF2N8Yjjh!-7C@%@wD1Z9UaVSd*V{{ABlK+KW@FtYws z`1gxX#((a=_$yZb-*ZlYH1$ctrE31uoN<^u=P5oM4?)+*6>>RylW;pKJ{A&bQu8y0 z!oref0|z|Bmb!=E0ep8Mu_p%5t3ur#jR2QN%*+WMWf`pEk}dVjo^L^ghD~)JXvG}x z-#eo&tsdrCY7Mc`n*%^#apA~7GMhg~@cd2ZSoqnmRVMD#C`(ZX{hLLq-Mh!3Ewirs zxRPFUz7K)kkN%3W$h9#sFYT_pt6*<*2Y&k3Y3rK@<7~D3-}Ju{lOeRYOO1#s0Lf*d z;=U$*Tgc4|NYT!UkfOuK{JE|CzYuSCH(WcXNY^{5Q&VI1tBu6X*pix@98(?QJ;C&k zDf}}8s{XsfikSpt+Ld>W6rzZ>)t<+6RzATvb&Nl=f9ZKK$w$3h(_r3@RgbldfUm5EQ_HAgRrrmSxRLVKR zbn~#8l^0trk5LYam;AY~#mamK^<_IoJSq+OV(sfTu65te-F!U0vPwpKD;TF#Q0h=) zqbx=6?JgUBLe1Z+bg8KPE&;MqjubSLYvHO^h=I&`CK!|Pqj;Z<;$7%flr>)j7p`Dn zG2b;wBT;dA&-n6FUuOH3Zc^ncV&eqKz~17wGo65D>Uw0c5fp?E@EM46)bOV22(dw1 z@oHXTxl+RUvwE)FV7@_!ojn+RsP0rC&5SLguFNC|gTAx+6dpLgL&F4-=%Yx?vYWc@(Kz|vMmWMDm@G%%S4jSONJ^ijz{BND?} z%q55j^L12h!VN(`?8VNf7TFDcv~=%l3n8m=Np_pex)1Q;E_I8|!XJ+*5;J(d__MV< zU6eR*Z<Z?>OX=8tf38{-He8Yev&`c&B=lC!u=E zs4ab67LitlWnk?yH4)7wKR8G`!!a+-tR}`VyK3zKIUXA^B@jWl%f!d1$TI!D&a>6J zs;~ze&PUjk=ny5HeRIm2Mr)KC?5Y`5v4Z7}PCxx&*@ z_uwgfm?rIobEZXpr6YGu!gm-%dC|Xfg8psNviNuBeZ&%Wg6>1}hmQjs0>e;GKt~rE zlX0xd)lEq1#6aBahru=?ot7`%xJ;9*^VTAA&kOgse4r&Pa_DTbvtJe7mkhgXpROuZ zM)UoDtes_0T-~?kaYC@*?ykXI0t9z=2=3arCJ;18aED+)8}G(l8h3ZsZU`Rq9sYCg zojWyhYd*~9Q|DBjs&n>Ud#&gBJ!8G3P4l3KUg6`GA*#=?J&>R4@8%RCVUxVENBIQ4c2!zpewO{n zU2-|i>2$hA5178?-)}`Gj!DbLBlPY6z#TNy4olXam=yatj%m)T%yo>>xI-MyZh>sU zgk$o4o6|3ONv)|hcY{9tKQO!L{YE z(m_^g>;d>BTh9>6TEc*VH4?nKorWoe(P>M(HUZA_*Bfn!So4Sw9b> zVisi?6Qln7c`jQLdTzK^{9{sP+n9Y?uEe};?^1TzrofPEW`rzy<2hHJPE04##xnZ3 z<@pnrbBnfUMWi3Jl-u(QBcCoDPyYyW5dA6GGkc>zD4iC&AJ=peTkFqmUpnCt-r0Xn z)zUQm^+lCEgJ;x8A1Bg&z;T(F9B`pasu7Jqj_dQnI`HG*R8Z57&gWM00+2YxpH^Pg zbA;YXo{%S1n>08XvT8DUXXQFP(=4vtiKmE;&CulnA*KZBtK`MurG(SVQ2s4Z5VGH4%SRlu)tG8+H$TrctN6_q~xl>q4CnG#9NdUpTwmg>cEu$iocGxU9{Blcac zwHG&+TTh&RZTfDdk`k`33aJ2dNolQLl6^_(|EE4d=6QK(W`yQ^%2(Es?5+ab6oz$b z_>^ngudObbwCR>`6pH*9f_nGJ-|-+U>K!<}kR^itu9{WYMRpIcp=&j>SHJ!pl$dpc30J$UB&KI2 z4FxdoQN`4}PN_SD2Iyp%<;TFZ32fQcKKu9i*_nW{g@1#+nz4%HF|ei;$N||W9L~Rj z^)@#dS={(aOQl2pYA7H*-Pg2TL13hT5MHQrgD1l&sRPDY8MYRmp%pt z8P$jbTukx1Y^2$>ZYg}Dw-)_mJKVFET^F5BSm|>2brLYd6FNm;bT|jQi{bB_R>bi| zz&fC7sbuqMKKzh*4eRC1I=hI)Po}-&Uwq)S&L>Gy`oraqdCJOSHcAan9whC*|MM2+ zcqKwwYA5vcc}@ZeEn}}@_xA!rLp}I&EBHyS!V@W>b(ec36nnAqPL@TnYW?I5RfSu$ z%I+H@y8iLKRa{-F5A_YX_avJ%#7Mav3`+mV=4OqZMs5nXJ0LjszYS&!svE0=0(=Hu+*4X8yc`)DUzaUiZ08* zf%v}~CGh?fHE`YzZzmOpp>dL6kr%@2JmLnv@ESJyB|l$N0GpHoJ4zGxk?mNM5};8+ zz?JzK6RWe;))W4QU>c@}?Cd3jML_G~<_W5<4tMjmr<@}pZH`YXYqeRFv7BQkaNak4 zgpY}Nulo(gbD_rukb3)Ze_8xLntBmsnM?4C{_p3H!wy4VraLExyT8|*QgUDVncrf0 z@ug^5Db*0VN7ak5*h&{l2_H9>vRH}iper;UJ#=6;Nv*lTVO+>ny=acxrT*lelkkEA zv`MHcaB4d21$m*}SXdbS`V9&R)SbO3O0? z*;Zh?zz37X8ju&5m5}%&Om|BKv{K)^S7BJi%T+h$*Y+6awa(wRKe1J|I0ix;poo?bIJ!y4HArx>`BDXo42B?jnoytS3 zwRl^s(jJ!zWWCT8?YZ&xes)E@c?ArIN)Bs14>y>c@>}f!d>(i!qtVCl@KjsCT;cyhU^HzU*wF2czD*e$MjOR%8dEnU_WmLi~b%;Lb} zWD$X{L!|F+Xe>T(j>|_vKkK^ojh{oSe%{5KI16Tr>+Dj)9ac6SK3w6N`NMbhi3}C< z*wJJ*QBcaHAeJ|25a1v-G!Nk)Nyb&6f4TVWDB6C)7wz&{&1iX;2+8IRWbjD3Z*b~1 zt^XDs7e~p~Hut5iZ9d5se9i6p#RM<^>rrzzh*x#-!aJPJMETAPfGfSSDn11;60@PN z$s3#mi#oEgPHB3F5zHg>d$6T`!t#Bja$W>_$tfuv7ruSHmH*yNprQ8ug%xPpn(r{D z)~utUKc23L`sb)9pde&H^=|Mx;Oh%^sr?!5nu#<4gSH1=lr+4kdQj3DK@Lyp=+A0F zEcyD{^a(fEt*_owtT8^lOZL}T^#}WQb#Zx1)+U~|oFBHqgJl}%J{6oRcW{?pLPP#C z&|o$u%?@rpUO}t`#J#w;+-ISxCXY!ykso#(Hm(;7R&TpU0b2{`L5-y4S(OEG7!Ct- z;`#c;v2EBkhwhvS@iCj}lDAMCVap>y<>Lg-+O1GcC4{zbON@%$I>5t3FUHF?f3L-X zq${lLh2e)mIelLBD0Uq`)P_{eX`1#t{=HNDu$;p1ki4Te!Fj5u$69GdmUB$xrZ29# zL|jNwRLl{`FY{3LJaA#df`N!(giHY*?(9OhI8Q-QUAtd@WS6?oOw%fmM8qO5wCP*F z@YmF%3X%%GdHb7NJxlYr0&VRQGdXbbjp5HSsyqo~gRNu~H29FT?+d?@xMeq9Rg~b6 z>orOb1_E+@-<8uSjEbZ`tq2d_oTw&ip#ajwS%Cx9Ycw)XBUp+zh(HnVBQ?d|^vN(x z$BixP(?8_fL{DXxZ{V|el-Ame(U;RmEiNe%l-d*Q#^6HF9XR`u{Rr_!sMAKz-iF&M(!x{LG(OaKe)NBOqG($V)u8#C%$pou$qqeFtsw#zk*s|zE&_ zUn#@qXj|uN&i#{fQgdi$RKNgGJ02792rMD3*zdeN9`C`E1aFKQ9o`lP!T{QLCW?~uxaA z%Qcam#EEZP6p}_RHJOboL{45<+uL=J?cge5r5Og*wTxdshs{ir3;83mo3gs}49 z>*w}U3{JcZps|+6fj1z(EU{3}OoQ&fZX!TlzVt#IcS^u^T`eD!v{XpoT%Qz$2%1d$ zPy@F&*f#|85!mh56q)Gvge9|H*rxYZFhq&Itv_b(@S%4%oYbX>hNyfH8pF$;t-s{s zSr@}Ypx0mf>L>9~otw9!SX$BUW29%F24<0lzew5a2)NhCG3zi!ZbI|53>h~NAQ)NB94o!D)G_Q{{g!zG!4MLY3^v0)!KqM-Xi)1 ziGzNO1X>>1EI^~}m=-cU{$jC4fCj5I9gL~CRJgH|3*H7d!vr18*$!CCyK2>;zwT?4HM?8d5ky;;8v*rHme|f% z>U)NhB^Ir@r_3B`LwmZ7AeTgD2W*A8L%`qn6WP0`f8S0+i|cRk7tI%Br=j12h3{(| zS1+6X_N{TPwKMo^lP;NlR))8TOFFw(1&rYY<7C&AsF9-E5T3?H7k@=XC>GFE%!(Ek zOK|5kOg10DhR+c{g>~L2e;wy;awjXSF;pa}U~!fAC;n{C3*Z(b7&NTQ%aW!j4gNG} zXSV6zz%0`jDv~{WMbJyWQa(*LO0ZNZpyNh~=>_sqYW>P7O ze_3ZmFyPWVbqN`U=WoWOLowadlnQG7|50u!4K4*qxfKrLq!}re3MtHQ=Xy&j zP0uqWuc^1>6F-m8#b;?h4Pd41lMcc*Yr@WVKP@?OnW3WV zXM=cn`n`1Fdzh)*4+nuPySu#y$nxkp#ESk?Y(srNLporY8PJSJyEM9qXQ zU1*s>gZ1Ppq6zy2Qo3SVV587wzLFN(HpPJ&8~U&^@y;iB)4{wZLicD63x#6x2&r#V z+6JrObXYZGiE3jX>buK>{yjw0*&3eM1+<|VR)@N1;OBcR3wA-pD_jj94e_X3px+yC zf+2}?cAFDkIeMKpUnFTc#9Kyvp41S7NSdGp(fukj&EoHMwr#a0`#EPZl9;_G{Ltwn ze@STr@_ALU-slyk+@feEF@oAiN}>EeaFUa)lH|vcvtEnNdt>EqNoTTDexZTSPV&8% z#%A`e&7P^=scmgti|X!99^3U3yX?jKRV6q z2N0Ru_s?-Z*!_itC$U16&Rk0(`(|i2>OOpe{32hX+x~$D1WkMbUoaAISLH_?PD)a< z84v0st*>ok(+ZK4NMzC3-=BQm&1v8XcO+tytsJYd>a#D3oVBm{oj8SC|B#B;gbXe57C&7`eVnL`VK1G(rB7dF zQ7TCuLWEL>@m{>JwWBgmcQD@C^aW+}f?6+SOFQ?$jKb-+`d%I)+e+fPt;8jBK?)f* zv>nY(qUn;X>Fc#O&LL3*-~1gjjGi3n&wb#SUw7djZCkhS{eaF(Pyq?MRU4|aPdh{} z1=<(J!LDjP#_tUxvlh-mahmcZ4oxLiO7j0wvHN=*5WI}g3EkEB>K15sut^ln4V-*U zE_#Lj1J_Y3Byl_JXLO+)HBb-!^&Tp7r=`zo&D34-3OdbqjBmJD?JvJDF@Szv(>%sW zsjQiFoYHBDrzlP<_Jp(h_F%Ev?A5Nw@4`MoFi>0G1L0sR*eu*fq2OH;g6V>Q%p(>a z!DW3(r_`=msMyf{!rheKRp3NdSDS4yl833P+ah@yga4~sG1|mr1Io-i*E$+2z$i{^dh z+oS4f%fMjU41s&npzwWH)MgLEF8t>FS>?56ND{u3Zm@axLF}w=<|z*e7eOjM; z2orVEX(-UYbZ}yB;~Xq6p}qYjC~A#AgvGRAMEgj^KLznX{Vi%E!c7UJq;^(O(Cm=k z^^T4@Ok7r^bqdo_?ogOLo58%X9RBBr5-M{UQ-VPE>|C9sC8F_~C{0CWJ&m-i^0f`+ z>%ONw^l_%Rg12YM7^P`l?HlzT5^7GOoF6t+7Y{$={Uo0kndlget}KTo)&221gE-cm z$F<5nL^*p`b66>7>xiTkK`3^Up?F`{4@;&&%(d0~ru(X7o+USrf%+r!O8O2PxFvH3 zNyPx?47QQgz2f(KVxNC+Qq)Mdd?^X_^RAh(!Nw8p6@EVZaakSa$H8b8_s(LA?m0VK zl2lG8$Mc%5wk`K1jV3y=No5p20HJm2`nRc4wrhdt5sm(6;==kLNh2EBT;FIDLTg72qO5=o=2*+OkAlhgt42?C~ z>$|Tials0x2QR9+AU1F6R<{-&8r1Hp5XsT%2@%#W3@xYvzGFp9lAS@bA>EluxKilkZz zwtw<4@+l*%o^_;IS&r1GUZ;jZW}ALDBG6jWeA`ceoS1YxS}hO%k!>|v>1aSjs{NBM za;ZnNBr*I)O28e8Fp_}X7(n{a*5F!_y7-$ruPLdXdjLmC{jmc7l>+;^=#(piCWZD(vcjUa=RTu=3ibEl=zV_}`UL~F+LF}@~E^Uv_A zw(ofq5I3vL&H63u@A1GmfmkJXh?}j7=SQ6YhM5sbALv?aO=WqkgL%>ld8?M5s5Xw zCG0<0@%O6>cxI~!NV`J(W%&(6A}QWYh;-Kfcx#&cUzAZwa7HS#u1MQB*+xkJ8btk% zVXe{|uv_eX!tO4c0;R(`y*-aX_I`~U{Q^n0rxxC84f$T8-mT4vY9QY*8KoEXW%2AUsmbu9P_#J7326BF zQ>UL7ycHUP^3l~*XdBAma}Q)sNzB`hl^(p9qKxOg&t|nu*_~(ow|Fo>cQc2badoFO zV%U(Bt4NT1kExd2Lvh4#*|UO($kvlE1I7Mtv$u^2fh(6&1$ePKLp^~EJh{KRT|swZ z*epS&s;p!f@)p|4imLLbA}RNaJ`up7d}VXWO*jYMot%3RFesEO;4yzzTHk&%fsH=(Hfp=AGv!RQm_c_z;nVk3p}+}b%CTOW0YIXCz&!F*4o+e z%9i!N$D`bxq1Jr#t~@YacVIKkbzk7;5L8VdTSG4a(BPn1(h0-z{i_7;vm?HXdNU-? z9-8nlN@#UKeg{_>N#dC8;?TyRxeU}D%kvW!`+1-FN8C)ZPoWXRSwDuKDYn#`QDBJU z;X3vm`Z!Rp-S3}vE1kLB<`5TQ;;|*m2V7r#STV5|Xmjihb+>3oewT{Oat*(Bmc5qK zXE`Vn?{fr40b^+EcI}#nuGT?kh1GFRnsGKpyz%z&4pD}%O^(itYXQE2MGhHfj%(K8 zylvj=Li+)ftw1*H_bcltPjYoj_0$-;DUN%!)ZWi$o*$MLYuMdjM&$VDcP8+V#SDgf z78hF&_E-V70#?0;dL|P+im`}GBncy!Axi&xLclBkj1whk`<&ODuR8~o6c4enMC+!uVJURFb)qII& zditaewXLm(hri#|pm7ql)Aq!Sy0iP|D#Vf@?^VOflDoiBGcMP4=%l$~CC|ve7ObE% zq$Y3_L7<1eQ+bN>!#Oy4QJPNp3AWMQSAQ#zbzV}Z8smmKCd%~O6jBN}W-U!`axQC9 z*pm*gqXP0%mYbCQcG5p{adBoM8Mn4D&V5{zk78GA3|R#ZZ#db?z2)+ZDWaVQ>_qf%YLjF$jxI6}R5k80!zX%EgD?ZzqJz`3seE?&3pd zXKPoYI#?cK&nr2NBwjQ(B`!a#5m-GD+f-4sQPn+8VoBmQR_eBF{1Q3l)gH3Kg)Mv| zo*IaiHo3)FKK1$BL{;ldZOy3+loz|_AsuOJbvluhV&s$0)}@OcXocTkcd<6oMD-Wl z>v_Vn84`%5VO3v6xFq#!gK3N0io!u2hu#5pG<{q!_=XyBkkC!5k0y6^n7sbGhfwpz zxq-5h zM76UCo3nrh`$vEY!4{3ERie=P*3M>Ypn0_C1$tm{DrA#uz3L5|1~0@fqrU(RlC6#e zWsXslma$5aQLMFy|LF$mR6^2P8Xa^@fW-nA`t2?Nm>|#j&)*_Dy6QF*-Fc?z$0|8W z&yc+3YO>bCv?#V#6U?FC$_1Rdn}*Hq;#DzKr}tv_jGMm;oe3W2*BZ(kp5wK(55c%P zn<8=Zf^lPrYr#V)dHr=YKDR7Hylb=hDGl{>h;*p56`yUL;sku&LFR;u?skAKV?#M> zb=7k%cOM}*#`JH6Cgew=u`w{(*&G#)>N?_U#Cr8o8Ne>C?~|2N*`f9Tu(3vC+` z|Bnj4P=$Q7gY-TMXh}MHnEH;f?!;+ZWKr|$=MWXHAsJVT))FeUzSc_u8Z|8KWwi}8 zS5fVf)ivOED<9akztb27pg`L=#y!I)-;14s97`6EVbt-lQU=5Kg#1##jx`ssd{nB6 z#Rs$%-c1b-djKmH^d;X}oa7gz1>LxAWJU3GMali5FM;nR*W)aeTxComqVc3f-KqfA z0m6h46H9H+*l{;Ewcu8dm?#&tRuYWK-F_?-PFvg0lvs|oM{R0uWgoh9D48p}@RxdG zZNxD8(oyz2>ic^B19yDzQI{?<1ke8r8jPuxkJL0%lGdj(EW^eV_f?3hu(DKWh`d3b z55zbVBrL?n-_KfEZi%XQ_o%O5%=4g%0w*`Rjq&zEKC693Qf}R8Ef$2kewwFFJ~MH? zNPCEWgVL_2vU3Ls(Ua32D20{AR2|i1H-ly~(7i?e(rl?VGP=&jnS#IaJ4;uUn#@0j zjN%OF#(%iqPqHq6`*#lNzJWo<4oo(CI7hDHF+-9fXZ__vL9;7F6t^G$j^0DfzqDz# zV%-W|{Cr1MYH9Y3e_XWZ}BE697&ubV_kJ z%CK7V5!WT!3k`30HLJL{BZH;{1CP?sWPjih{JyZ{{qS2KH@bOx5Cl+r>hlpv$Y|tQ zXy<;7V@QvPl|z7=;3EZ^g;a8MhF`N?b<{3acl4Pv1E zWUkZ7Gy0;5J=(Q$>iCkT)D1tQcCpPEySrsH_kB?XDd{#YHw5*ObXZYxj-&Ro8#!1j z=$Pn``j1XxnPdcKagnK?=efAnkhj1O+L*M+_Z33I5X}i!bLX6KE}TQ0uRVyl0E30^ z6^d#`iXlwWF6a77^pPigol2{+UJe+6QQlwtp5IkJ=}|d(PTFy(hA%%OyY z?ku!+qS2EQ8r(0Arrf00`pLe%@w{t=Fheuud9O_G>FaQSHv+Q3eNfEpEx(S1&&u~w zdjV@%2l3s~!IjMFP@cFQeTo-WV+s?@yEz7h91QA z#hSdGu{4}95BKzQB8ShW1HNaoZMhT)I=9oX8;(##P*dbM{dB1RzEq^ue6qMxH3n~7 zT)xxTn*1DePml;9Fo}3XhEXu^i@u>#dCiYfj>%@8!2@`F>)do=)UsN)zIJBajDFtf zV*M;fuldvAxghzHQ>fPDoiIIx)g;*!KhX3|gVW{!CCI8aHZhSwYkmjA&l%+&+6fbq z=vd6N_?u0X-zPLU{`0d9rCa)%at-!aesQi>HMdyTkjayQ?PuQ^rPdLdT>Ox(wDI*d za7=~RUBAGfvQx+316nlv2>d6;Hw*-JC?2X+1bgiuKj-?37s{MG*)IveVYV`HG57YA3 zG!Qe%Jd2Z=4jhGY`HbA3+;K~e-z{qrd1`rll8*nB+)EHPBuwwxsnZMI%eku`7~{yJ zWZ2Ym;nH6~S(~G*=%hfX;n!4)h4cGlDhv=R-jvP8ir;0@3NXB z65*TGMs)JH4-g)_bcx%Hvh;a=I`^?OsRsDxwdcE-4GqbC}qH?84vZH!YAA@0wP1yRK<-P)BKze!$=tzS>?-G+X5$0USGy*RGBZ?mjQmMaM{vivTBiX^6sP;gAeQb2n^UrYP3RB|f=pOzSQ)d`xo(Cs?1l}r1g zi-U6#O~6|RMwAOb@ClnKX}j8z5KWAoKWk6&@U~NSR#oh=DqgD|w-bvb+YaU(7MB~Y zsaAhi)bzlAC#)Ig>iiEJ&I_yJ1r2!BFqKe9Lyh;QdTc_&P=>9W2d9TlsFKvB>Arb- z!hIYnx6`U9X>MT_EYCU%$U)Tw5*|t2rFUAi`V@I1w%(MPLRgx9Qg!TEmcvpK&-8)L zUBlm9F!L3s_`vo4j}f`_)_m=WGjgGQX~cl}x7=tOqPv7P;sFhMt0HF2zwgsy*`Q#) z_q?)i-S;;i&%g8AV#*=~b^J9=+gQG!{X+ZK%pa*nQ2SEnLhPr5%ZJY{weDx_9P7+` zWfe7*w+w+Kvv@J20`G#cglZY;&&MX8M@x6;?48{*hYIG9{E*j zCRYPIh|y78DaT5$NQ0+hV`IXC+g_X$9&!*@y0DtS3&7Y2rM>((qt3udu-h5b63Qu@ zxEb+;BHnv{Vwg{EL6}GyPMk!9EOm2NtQpJl{qB4MKaqr`<-o8lOdRt=id^dc_61;( z#fewC`*m)*+Ko4bUCH{;pTdZoUBMfw%sUk^R;7Jw1&+Q%i*_l*($xu%z?P73h26kwB~t8^)1~ z|H9zFK;hv@aSbeAagLI@2m9IvY*th(sYakuNsH33tDFfM%gzTQ1CtG~We3N@GtgOut zTh>cXD|i?#_LP&~o}-D(MTeqSF+syq0f}n=)9)u5<3ftG+mcNHtF0t=So0fXf3rS$ zOYxg)4gQEf*UKvN7_&Hmyw$1GWRs~GI)}Jjo^m)dGAez-@3u}+4ds?4t;vUj(V?=x z;)?erFH0UDy^1d>Pa^U&mwaX_3%FNNg1XeW-a;LOYr^0?`9uv%zW_+jg-3)b00t5Q zjbZn)$~j?@O_nbk?crky?FugdQ@v!g84kkGO>7#O4?-t;X`^W+u`F(f!=*ZZ-iN87 zcA61>S*@Y7!68qR3G+~E?RfKieyCY5I>%fljf9v+dVe8NL?s#GRg~ozpH=o@tS?8N z#xTYxaD3Se#?J@*)z92eXUNsZ>k$Ozbf+ct{)?b1v2YwhXZ=>sW`(GK%#DO-o9IWg zA5apS(=%EZOweN?Y!{qp-K51^p3mB4O}bL*`#1BAujMxDF}CL+%st^r=jgl-nPa2_ zq5jQ_6bzx7ZS5pe3kDc9fv9-b6%fg<;LjfQ1NUT*J63HAP{+u*J7S6E81yBRB;#EK z8w7HWEjA6o1!YC)TM-P2S`+KDe+8v8j22hE(k{T+TIIt-#V54qIcu0e@s=Au-NpTD z^4w^qy@+p0GG#qzQ9DzF*a~(ifosb;Y$bNSmKV|9Kiadf@^=3A8iaZ+$wcqLzTZl` zO+m3w2qnnC{xUyu?y1CDMkxDd%l)IZ2%2=6Kj1`C!!PT`ODvx0&Rf-id;LRvoxwQr zdJ_G&z+t>2)lWkxp()bII6Vb|i2gd`rf@kAbotEN0l;X}?s6WqgYyApsXko+q9e51y2_de6s;sXFlg zP-2J`Ms!)D|LSpOvT)w*;^7`o*T}kG5x0$JYMX`f<8HYB1RN|7#?jkTldsIdgS6ph zgHVTrL5)z*&Y`TCaC~JIz**!2mcmOJW5Jv%EISbiU)|V}cZsoW0b?0}6>XfUrk6^a zBfWrn4B5d#^4wHsv@dJe1K!ok)?&E^h?Fcv|YQ2$)JTH>S2G8+QVc|(YTD}{cs z*B7+i>W%Sw2zK_i!l?mVfE7@E7n9{CXMnrjkJx?9Bm3|+N*;_FLPC%O7kLv-M{y~!88usTniBI-x}(Gxx;`m9LQ&ZXPQe^$YiVX25z9q=&{wB#Op!zZyHkCIM}ecXj(gE8>l-ZK@LJ@sgjvo3OY@pP`uK z>&nB078o6;72{7A)toz+ZhmFug^$Mib+))p3;gs{|7E=$Lu#Y0Zcdla3&ZtfR*Jab`>StPA48k znKG>9Mcrt=R=Kp!Ng2>1PH%DgrmuVJur+woA^Qj`%9`fsPL|r(3@)tWP`3EOz3LWx zjBP3(`rI(w2_R?hf6zy|gE{-MXw$hHM(#c2J1Sc}9r)Xfv20V`j8f@zNMtU-)fqFi+sy*`kq4N$8r!- zTwYT?A9rUvlWNn*sWq#qr_uE04*8#l0socfl0mC$uCN<%97*J5Njr=cX6@9L`sk7w z7-+>SyzF9EH(%F|OK_&YScEX%K3UP^4K=x{z$Z7d>Ecm4U6?F?qJo(-BObSr}h z&{+(5^g^YeP61yRqE7q+5U3brwWS@hseln)*^wOG0iRm@O- znCXVS?w^Yv`A&W=x0$4?50UT|5jpFWS$9BHqeGS(|4l}c?@r0&~ZS_eG46WLb=nJ~pZkm|sKA0%J$IY$hz%51e>y+;D);ITI;sV?EbIxsRke z25uaT4F+Ogt3dj7sD+dZlVZ@jz7M4x6+K9H*~c8N>8gr+A85e3{m%)}>aul*^{?BF}b z9iUY#Sw)62PsFFD(yLU9V<5B3)bQjnw!;W=_x&A%ck}8MbAale*Y}?ts9sqJz51J){CC z5UX5K;G?CC{y8oG&P@Vv-%N=LvNsZ=e7gsoH2iAk6JvGl_wA;JNYaV*Fo=zl(1aLUku3f$82PAEQk@v5397B@&>8o=Hvq z5-YEx0Qv=viE81dfjpp#MI$i}{eyVC7b#MtI0D-DA-!aNVb=x7$Z3=%R;7L)y~h~=y{s|3}@X}5&?+A1bnK- zroDw=`b^0mISDiObKhculQyHPS09%f;IEz+ue?#ktV2MlR=xm5Q>e(I^-K`+V_f+C zT*$q{IpjR?z|5h+_-yaqH*!2#QWf&B1lThNkGHv|Ss*GWbzV+eeM?#Pu5r`+bAM<1 zb550S3Xp(=dSHGU0y>c$Vqv@&K4ZL5w(?ao6_u~+o2+PYO;^MoKRS6~jV#^uC}2{d z41)Enw%1?8?pMRy+}4-Z+D<-x;h1o zM(46Zt&ik=r*2wyyZCX)^G%IXZI)>sYXR%@Xnp;h7tCx*6P!mh96TPo_Jak9JjDCt z&jiH)8oL^$AbeVsG^W31qpApl{d^_M4f)&8UH&KX_h)_5pd|#GW^*B-R|5J2^)u6~ z5Sop-P&y+Q*=1-Y@SsHhuGWo$eI*`&>ZAfN`^zH9sb~z#1;byEx z0x=u@)Pbz?Y_9biEz--N5NOVsSWRZ1w2w1X4OLT9^MFk2b~2eXELtbg@W_an`!kr9 zp|;!-q*T~<+4Qfks`9A#v55g`>u!$dLkLD3hXS3RFOnBe^bg*+bj$Yyhfg8|B^%;c z4vQ5^`pIqL2E72RPuA%I6vTV6dmU0c{dV@8e8*Zsi|Ran5c4;o&HK$+et{n+T(ahilsYGJa74(QL)KTD>fBTI9VrDnRYpGHj)W@yl0FsWZb-m!~SLB7ubHjkymZ zpkZOmtFr0P+cTw>V7!4oQ#H}g!PCyR?xEoY8E_bfAa55>7~cx%u01Uyjc*+Y*zx{=ItlnHi1`cR^@sRU0-K#t+g!sjsi z)CUF>WcK+}{M~Imn^19Bh5fRzjbB-r35+;;*sb)<(Im@YJ3LpeF)K#2^l;Nv&(^9|JNuO_9pO|W+#ERCt z3PX?8CNWX$tO|9O1B*{Tpc5l6aL>o!X-;~$b)g7xRQAwcm5;CGj|@#Bwh5J-hhrpU zhgVDOR9b=hW#4*rzP|uXaRuGd019V~-%@5fUhfBeGnOPwW3FIXnRFGsHmJxWP_$!Y zz`d_v?31gjE9VNtkkh~$_SHkJx$|>2?wRg!6`Cu1oTd~Z)(M|}b^)%L@d(9uhFVD-G2lwDmSF2- zsUp;hU_6+fLL58bwA6^-N2E|w-Ezay)UQktoVDXHo)CpaE4`*Zug|@!9^)etyl|Lh zf!|Ezekjbaqb2ZoPum(#y2I3rEW;^8({046vu{MaG;rlWG4-inD8OYfCDeA^KSRxj zHr1l(F*o5Wz+g@W2@-V44%^r#%Y0?5^Xg_5ec-#sLCqp*=YmZg80+H=A{VPN{kg&} z>jb=5v>N7K0a<^TVoJVqBtkiN5s~+I8L+ii&TYWht_e)=s~L;E+QL5LF*F7L0;{w0 z1|4v#r^P(q z$V(1~?B{oh+|fnbCYPjwx30*{{dw!781~!KOfLpWHmT4sQ>p`NJ`gZnB>3GQp>!1V zqj%Y+=FJA=Z{G4}YtBQ6IEs8fGNx5P_W4HR3cM3XheJsZKrSeE4uYQuL;4Js2`tvc zE=@On7ub21^;}niFS_2H2I%<|?rhN?F1oP6NoH z`DFaE@nDUd70X83$pp2f==F#=~z*Yqn?k)%Gb2QzwyBEoJfbEi0s< z%6$PW;iDSv*iFqjZ9_J?Di<<2cNtS9mt||@HXGF2>Z&bd2W?26z^gqce)9LR!{6$b z*p5?8E%mMb)ke!G!dxc5Q28DBdTro7Y|(w-1#31ltrjf?W^DlD2u+RqQXZOpFk*$A z5iV6EHz}|e!5kfm#T(Lb>2VQV5AWZpUsg`ltf%aQ`iJ`COa933=|OMWDU1b;bf(uF zsV(+`-W^hIdr9o(yfG$^yp5S$K8x35v~Ci?b3?^t)qguW+3~KJTd$g6){@1!+z0`k zx^eKx9PZn^A#2n$#Lng!b;9T3r^O;XE-gPSAC+?7#YhCw` zJUx+pjHJ<>MBUX#b*<@MDi3R#_FIw&;+*w!{EHOEEtcC`9`{kC=#+YF~AmOzHTSzpAFisp8k||iTq;1wVik*(;87* z(GE2Ku_ong93ZFR^|X1|_$(E`$!BkoCH8aKv}%e*4et50>u2Ai{Kt`Np5y*TXz-{w))NRY?f6#fRc%MLg0 z`5wHSWWM8hil~tRZ+K#pz~1Zrmx4n!BGvjFjdtDdF|Kw&Uxnccv{#!t_g6~K?T_y+ z7{*NBA<8)Wi34b!euau0)6G-^A&;gVz8SN*lUMP*fMuP!B8MVz3DgaWj0yV8f8Y#7 zy(J@fVF(WT4({0EBC{@?ak=fpzCRhhU!l94l~r+@k6Y(fddG0as-rv6|}-7__@G`*YpO6XXi z4O&Rz`~)AH_IALzud&_cSxsc~z!>1BZ43NL@6u!CvA@VzPp^fD&ZFL#4W1^MN z%yZbPwIbGX&qCd7qHELXbDg|P>(e}}NHVA!c}FG+Y=o5QtKslvK=C zwTj}=id5_>Kkrq&&Z+g8_L3Oi(p2GG2(im4d6CY^H=j&k4V`ma>h#@F_8W!%yy+=D z|Kz!4|0yB9O@Q)S)K!hA(|z)1CR)U#;oas^)iN(pgX32c`sAr{QC=Gy9Qj`({IeTb zB^}-xla=nsRzZT_X7_a4Oo5K0^?&@Cgi#-s99;&qn;tkiKb1yzp5rcL5$Y|Wxu<-c zVGrfCi+j@7E}yiVQyKkrJ|uj5VNz3CzHYc4DH;?ZRw3!HZaxJ5c>AuqZlYpWFFHCa zQa4hF`kuBS0!nI7U*gzk4yvr)ml9Zb|Bjfhw%c*;61^$VjIq}YjVhmQDu|_$KW(Ck z2+uizWF-?e(o3~x3hoSc5{SJvGASwHa{2Y;y0^&ppmDuiQK&(5F!o8Ec1MN=?gbm< zcmD%+&IdCS;3oJURwQ+AL-7wBm8MzyPR=*aS~p?x0iXQk(5Uq~g*9tnOI%X-&k4nPGkSp5B$t<{ta2+mLy6yYDZ z1SgR*-3ZFhiR>DlJ-#;t`h!G?E;XjW_79U)B#3ixvnQ*@9GSSd)e!&30DZQw*pA4x z&ZNmx6%L@@>7|j-qR!U(p8JGXlvdcz>aC5Q9K5AOYqca%IVtk8cvk2QjUg#{%Agy% z8nF4i=w{>==ue;&)Ne#Vv8U8lOsm?$?mrYjI@s2hu0uHEUelZT(dWLZzPdqSjMHdW z@3`!c4lG{j28~pntM|E~*|+Gu7_^2xT7h zm$5xWyfRga_-mS$@Xc6p3b!}EJ79vD4?RC&h%K51N_iVA`t_@51cqwc*l$V)KhIsm z+pLap1nMI<71zDTC7j=q`L9lt0T}rU>wZeKcHJ#PYpF5n)7EeL7hNz4hn~V>PCNZ2 z#~38AY^XOV^1tzQmR)glVV5QW0t9!51b2eF2M-Y3B{(#VJ2Vgo5D4y0aBaMy8+Uhi zcW7LKKEu1#e3%b2^B1b>RGo9zwXeOtdb7^ebVD}}oLHI$z5)h&ozdt%Zd_93EIjJl zrh4?X_|(Rp(HH8nFO)D84h%8zV&f7VrCgRnXc`t};`E$S0R4&;z0}F_iwY?Mfj{Omb?M@l?&$-d04xlntLd-iSvmX7ahwC8#aQW zhHo1t#AAtW=muU_bq`pqZ}iHCbCiKuUtPYKr;AXhr|l){nk!i#qKL+xWBcxd<-W|5^$sgC z7EJ1I;~L7mkqTzP6z)QY_I;t52Kt5-KMEPyK#IkK@nXYt7)Y*7X_}%oP-=rV7JObL zu6N||FMu!uR=ilzOZe`6Q;F2Cq{gPtyQtj8gA?N2H4Q!dnRJe&T%WIoUnv2;&!QP) zyBCr+e(9@~oVd zI~n+&BH5=c?5j0UV3i$s!(^=HF`LTtSY%sohv+gw1)$pte38C6 z)mRmk1RX!HmnP0MJ--J?td}>bFHaVRX-vw7b&G-=JVJ6kUMF-tP}ylks3ZhbvYtXM)9#v?GUp zy5M8wElii&)iqc}xI}o1+Mp~fH}Wq18njAslsHb?DL@Pv=rEXh>K)LGpW%CF<>DkZ z*QwL|fUXd5bSpkL2k`Y6_0?UT-ZTFDa23%|D%LgOG+&!P?SSD6DK)RyCs^L4{QE|i z87y41moF?EEUp55{!)DldUGBtpVPK+Ob+Ses-Ebc;0*I5Aw7u zolhag%x2~!l0{mK!-9Rz0ocL&6TQn(@5oPC^2JU=WpDzFsQ#f4t~TT|Df+VpdI^;$ zH1=Nx9Q~o+f zubVCfN{VdF$pfTQ;{p(LW4dLp3oE0 zsBeiHea18NI8U%ncFB>O3ay38swzt&#!eRt`V5PXebh*pqxDjsv$8dgmlmJSQ=`p* zU0iXA7x^cMU(>gfguKqVsw+6sP}^qjOZyBU>E?S&sHyOyk5uqoOGP21b+IpyKFb0_ zW7)q(6t5Piix-f_XH(v(V5uRBiM;Z%ec`Eav;sk~a}Q3m@vMN_Riay;n;-PQxRzAQ z98Fgxk-L_#ny50Y&p~PrHSgmo1}`a;K48mJV*eupgGvldkFKP=|Ij&LsR~i;Oh!&c zs&Vt+2R&P$K+DIT3a?Dha#Ov`#7?rs^%?P2wUW~ZixbNZ?d&?;BG>h`*BR(qJ{?p$JnCAJeA$z~$g-|aJ%hXDM+*elVWyzM z`5H6mwC!l$UHrAg%9_1zQa4x;>n(Ax{Z%U-T(Pc74*-B$71|B`DEYWx{D5uPDphCU^GG7pY~msvuU4jQ0cNjd`*|PDNgB!*#4u zbgV2x{UkPgL#F>^x5M_0`}fp&aMYWesz8S&f)U3(%IqZ4b+(sqsix8dge58rF5&(g0DCQRp>pUi9jrMDaL z_0`hFYSTWFUFQ-FQB_oc%ZXQ0@f7Qyo}5|9069gW5@B6zO=QIdPFD8)tX>Yh@a*+7=u?m>5 z*jK@h(c+y#^15hc=R!s9W|?agzzY{&zW4i98Ns{SA~+c3seWwR7!+=(Aa{yO_TIP2 zC}Z^r3yfSxM;4&>LuPPGcXg+%a&5&I=`&+(&azf3kFf~!fHNvUYnQn3F+0=n7q=4{ zjz++PSU}nsK(U~ErhCEk2$L)a^+CoPcj%)+c4SqjS; z_-f00HnxFhpGxLY$+beLUp#IU1xK)q69dGc@pZ))Bznw-i0ldt-Sf@c-_4jFIxCG4 zuh8@a%MUAV#`cnJo!jK}_>GrFkOyrU?rV#Yi}eEzZS;lca`wGL8Ch?*s@rGmoTrS! zR=@bX;=>JaSBq|RuKt>CxH!w_-!MMtn6!xX)~4hFXtCGEMRxuf-gZ?=pxZm}McfPo zuB{qE`_F#)Z@lHWiB$@cH+ilf`&DGZvSSb6B1e$b?RVCdbtg& z5oaBKNkeRcR6$tX&2W~TQ~SD=L7h*om&_033;z>-lZ{Fk9p(u-ePfoJ{zk)#1k>2q z#H}bZ7kI07SbN>edCy$hIi^0(_}kH)xX0R+TA%UcHY@I_-IUlarw}Q45_o4~CTg|n zSFk7F-sPkm(XPJ1eF{IKL$Wq~7X)m|>}hTj?39zpN#e&*l#UbJbZtFoM;~Hk0e4!{ zd!bp1UKH1O!d&YFh&S)^pmW*mA;uvhh)Ino&r@U%D#A9*ZL|~}G`ct> z^ktQjPcL$6TSg8VMXl#g;Lg&W4KY?nrqRYtiXJY6Fqz>mhf;UEZmvTL?!`N-X@PhJ zIp@9iRCYFc(x|gH=usD9;{bdqH3p$N=RpO=l`25lWm{E&U%` zgDf5vP4RQ}3!~7ZZno*sLL<@nU4;a5=ALGpX7zojyH4uxIyHWG*AhO8T|c&q3CLcw z(S?D1MT6b(fwu$K&LD`EOR-T>ILQ%{Y*fPR5_6U{I*g8k0KO3w6R5NcQ7CSQ*;#O$ zMZoIZf`s;)|3e^Q7A{T~hN`>RrM~&JTE^V_skU`7w*j`g^{dUGELL)x^=W}MQ%R5- z1P~qrx*ioyaUob2ZVAUx?^U@@?LP?IwWe~6kb z-d;yXbYmOZ%RiG4P&zBTpfORk z>E1kWT|R5Qe~AL~VH-AP@IbEEny~I}6^FD+eztqX%G_@A_pLRq?W(#^H@jL$qYsC-5V z$LylYZx%sq7)idq^}<_)eP%D9&i{EIQT0c)F?e`Z#7<{EW=+$Ut)Nj2%(|kZZ0G1> zT~Ip4Rwk78?K==5ib8u0Uq85iuPK&8CO8Tl<-3rt?BR5svKT2`Z>Gy(LB+Lzx7uoF z1B9kpA{SD2<{#US+Lf{DCERPM$QD?)H7W;v4DKmC10PEyE0@>_7@P{AA8_1yP}c=cjb#J=XBhJDWj(s=TM+T?*eR>3xN&9albc;UdR?l1~C-6q*7+#kJEc!;O~ zgyeFt&%fjMvoE63cv~89rL0T6NV9F4K)aF{vLX zak6$GU-xHfGC@kh9idL{BPh_AeUV-ix40Hdp<|cHd9>NSDE2QQ&RXM&2SpyK#8*p4 zZb}?j{BV`$=-y3TbZ?rgv2>^$u=DMcASL>?ohskqFst)T%ilJZc1^h?MHeR)wM;bW z*n%@qqW4G-^W&**@PcRjaxadI!b2-lmWk&^Kh?ov)?B)GDt2ZUlqpwsA0q0Z=5u`X zlVwWFwCY}T3RtcpHhkIMOHgv*{}6~fAcE_|OINQNC_>c3b=4euO$c$~77d9j(>0F! zii8kW?Ixo>oFAXZNp{&?s2E{Ctw&v$T>nyFZ8yUprIt`Gr6MH^iX3ssn0FYuVIX@H zgM!V76UtexnlICln2Px=vuy@^J;y+>mc0dgW6{Vp0o%-1-RI7g$NZFS-@H@Ae=5+I z=LOT8J8tXeT5Pj?k(!fx!ub4*)C*~8r($(mJD-%!G#`C2P{~7_xF$UI69N|CmLg~(QYM1sh^S^wP!5_{%NMb zEt;H1KinJw)TA#Pb1UuOb`@hEjc~*5#Et($fP(GsfrKltbRgsHpiUGWGT(rv>)gcf~OrppG>9@xk8QUgg*M_n-OBa{CWnH>b zDxLx%AcUq7T$Ez$Chud!yM0C@=jTW`#pE}X;VA-A!Z4~jUuy?Y0FeR9|8hcN?71@^;-6qE|=-~0Z^iqaO zA&;^5 zRP~k=J-8QPGjP12R0p-xj z(>r9WRi5f^2;zqWJNf{J8pEu93JjnMY}NPO!*=tWf<|2=tXeqc_g(wk_G9SqNX2TG z;}&?Q*(0I_$B+)hlX2Xtx$Sg1qO9^kXbnQTqm{fv%EUFX9hl139m1YH!}=8!k;}~G z=9zi>nAJ6JK6x(M54Jfy5+NXj+QE|BswM@W;VUcAld=0~Y){SCyYWSiQf%UeaD?`& z$B1deC}R@_I+CN;j%e(3;~9jj%Plg{#j{b_dXcd%p)XLXOhp)?68yYC9=D9cArA-OzLf(pK4^y_Num~I-{J%>I{@;ZF-{%UO z!xdXn1`%E36G?u=XZdP4cDk)I%<5<958*1rH{lJu*c2nc^@x4P;LC+v1_O9hs&gYk zr=SX!DTtV#mS46K59O?4J^Ulo=uQJ=z5$H8CBU$~MU%$=rA<|2A=;qD)%DwTxmHqU zWA{q7Gx1a z^K}BOT}RyP;Kr8;8BRGbOZu|t9DarntVxn~=z*Oqm`^pE_%I(ujNfa5HutA@4^3>q;z5^r>zvT!pZz?l zlX2CX!c@dUPI4HlurhMoLa^)MvwVct~!4^;p?Ufhttl&e~F@ zW(%J~-pD4)Z~7nqj!mc=E-8NdwyNg~=tOTewQkP7fu~MGAYfW$hU2_hQuL;HZ9V^7 zlDoX1#7)n)`gf{)yyc7bdzfNO>!U!)HP?|)oVQbR=A$-r&%UE7AVGX;Qu~wBbfl5SFolA9) z#fG^*VC1EBBf|R;y$Dk)8i*eAS9xVAX}0bzd~V;G0|0>1r^Y#gZLqub>S1%+^O%>D zYbsil90RBd#o4>xO<%o-Kb2=?qade#N&x8LE7M_n& ze*(21YyDEsa6Z zRTZ?%Cb4f9+2|Xi`i$jzuxrE>v`a)Bx=AIht5Vc<2k~RBt0Ttm`Cu8>I48QxL|Z|2 zsAYpv(af0gL@E$}%>S5v4WCn4fy*;@33ZlLSwSan(RG~?uHK$bHH=@+Jx4G0qEJ`>5ndyfQJ*&P+h* zy;ceHMHYC%nO~ge8-{l)7h_oLx;zH%y6l^+fxR~_48}&JcqR1GoQ9w0SvEz?UGOko z6#Nfv{3k8vcn9~d0J4IPsEc7rN{!u}`jTOpNK$J|PdYhFVoP~hNdJ!OyN2UI^cWJC zxgBNu4EZ~VpYOGSu%%svy`mFas2M^%lW5k*V}=XrWsj!hDkL4Or(eqVVZN~?2HDzwGFXw=!*;tlonNw53252&P3KUhoqvU6`t)@l)`0HDcDvJH` zw7(+X-Z6cTWUa(-dAW=ue9Q-!P93m;Cw>;&g|Z-aVvp+a{nc%B{x~ZY1L2vKNxMv? zVnoJUH-6!y9Z5w-{mC=iwK1XNah5g7;uzr&kUz!yYw8rUd2qTOmLTs~IRJL`HI1wm z2qnhdD347S#Iu;iUAU~;9zG^NQ8)u`_-kO4RU7;%5)$fhtD=a${yH}6UP=cg=Bl6{ zp+GSS+JRO|UPpWrVELemSp98&yqzw>tWAw80pnbI;%#h6Bv$)4Z|l+VM~GTNjuO*{ zG(T1h7GPbW5_!V0^s#pNI8Zppk{G9EfKFQ<-!F|}YvBw+be-w*oGxUtKDWbbWY3xS3Zzl=}kF7zIT%AO9c0&Bjw!Fs6P4JggeJNd(P7F3-J_Uy8?4kXqlu1nR; z4Y_lCE5|?nMajxlI&Q0Une(5y;lAyF0D>3PX4u#DcQiOqw`c_skz)x}P0>vjkDE=h zl%OpL!&A%;l25B|7RMV4{G+Mfng{HUp$TlDnHQ&9!oeo8D^J@nX4aHP&YbaK9@zdC}fb%|&m6RCuGQwhB`%M_Vk^ zXPfNTTie6BKV7%?F_PX^k@q$>Q8BdH2H2i%O8URRM1H?g8!*XnD2`aL#0-zP{ca4r zDJ$_=7>&EqyPYsvu-gJzOJGX_tL07<7h7HP6TaV1ls;i{*&!#qW`rNRT-QTl?87tJ z_}^=V7Pi3rD*;0`jv*H$&*fx?QJS!(Eknjs)0~G)P%HCWz_^Lx74f#JN;!n?YUivR zj`A>X9dG$)66<6``{`=7K3PofYE*5$o{jI4?w-nlEv1_AjQ-XnowkM{--BEyY!Du- zHNDSogb^7m|NTNHF=gl(S*Yk*)#526@3suNxfbi8|4TkJW&diLv4eb2>=`?6{2s!k<63Zq#tQ0*hCr=mNhaaJw|%NYP#&sl?Mn({bMY zroe7ic^iKou9P3`c2>H6IOWM%x*JkH-y!?KidilCg!u~?5}iti%@nu3TWO01xx`^BOE-pB~6T+P`~0{b==Hcl(#dq{{%8b z3`w*g?R1O^zG|lzimp3+IkoblvY?g>I4sTsecOF-m&1-a+njCH_VB=Er%s9(zK#KAQwo$CcCFcTbCJGBziDw&;KKTP1*Z2|tYq z5TKY{N3jlC>m(VRINqB2O-lzVCD_7~O~|g;w^b}8$yJ5Hd;H_5np1YmTZ|x+k&&_5}Gl$P^Z`7yip#7-k%MhAKdg`$&~$MLYwVKI9H__-W;lC zP}^r2jD?S6gmND0iGvgYLPg9a99pu8>_e5Z*x^LuhfQ${;QPdLM(ikG%lisW5624> zxvkV-;Q&JE%c-=?>KvA!T7F- zbjx7bJv~d@n@YJUU`fo*)2B@3GMv}L>?xIjZ&cxL5-s7}C640XBm0g<44aY%8M)p0 zkLTZ&4H%aEi})J=hZrXG0{&&3_I5H)gv8Es{1AD%C-6#^%ePCN|7 z#7C4Si!v>~)O!A5&K?V;eV9j%u7%<*Ns5kS2AfMQ;?KSy99&fO^rtv4>m44VQ`d(@ zybo3+m;Z57RoFH^#?0w4cv)}zIZN%%ob)>QFO}a5OL6|bEzvX|jo6X|qlWND_+Eot zL_9(8l6aapB!d2z03F5yH)1e>*KJo>w8<_QeVrs2XfkStyOMrRJ7mN^hyHdr`!VK) z^N-lDsg{YM&T|J99mCItV&0|)$bGGFiDOp~qsL+9T>tqA$|6Y%@r4`NNh=+w2)iV- zh+_A~DLPE`ITth2CWWbDtNHdqBMoQc2Jo^AJf}J-L)~*eHNv2m{KZYbf>Twsg@35Y z+|Ux{vaBq(Vi{}o3FGC#`ZrZUwcj)T?8)=!B+A{k|19!0XX2o~PyH1{A4eqed-oH3 zy}p`{94!58xFmg#ABd#Rp?F`$r{eac>C%K^>EOvP{Pb!%-a;K_fM;M=XJ7YMfS9ga zz(eYl0iv89iF=n=J7`aZHs{d5d~2-X2LMLu13e!q$CeZiB{1eC!X1F8m9kfc($m5< zKGw9PjBzMMUK@lSgiq|n=@@A+HY^tA!M_d}w(7{$^9u2Jt% zZ_c&m8|CVXVXz;0@h=s{10(=FFipH}LinDOMWh}th}b|rRSo?vwu8;qlNWg0aX?^r zM3icHCn=@KKgbikC{g7**9K6&a(LY+mf77{!JJBi()(43ykJ@u?vBnsrU_RiI)N-N zNiCm1Esm%okikc)j!-uuth*^lQ6E%Lf)%=qJ>SMZpaYqAUtG~|h<5$^@E=0YM70O+ zPy_R6y?7e?xtU8Y%K_;?{r$6@Sfx%j@?_q{Yg;iS?ma0z23-g_c}@#R*2lALE3=JL z?{z3kk?v<>AH>y~x~IWw;<{Sqb!LWxo`|dxyLdFMGcl-rD_jk1XSDjq?zF#-=m>5) zR@bp3cr;N>fhP_vAr-vgRngmIWAoSC0`majQIkt&!>v)M(tZ>aQ5i>!85@R^bQ$z| zj={iew|i7kfyo7ZA1|!3LPF?IDk0Z|e$~A}@eZ)d2*9eu)TyQkHyP=R&4Zpr^6nLC zskTr~u_k0(^GWBizu%ik2NQ=in5XIJTP|hy(zx#7+fE$Y^gngv-qH1TmT5G z&2kVM#+{@tX3Z49ELm9dBQ^L_E0f&DSkdK_>eTV z))M=ImW>w$GzI{@AQD}af}?o*V+?{F^{3B~uN8YKb*qf$<`Pum9%Dok-QC;oq(Wq#ue!t?3(+A`&u^ zC#OdDJl~aCv?`xC)sFJNccpwwaUTnvVZ;lo3Yn%l!w+R`|Cwy%dxoE0jC$4xZT%K= zIk^F60m<7Y#~B_M=}(G1HxH^Q=2+9biq+ONqwWb;02#t6?hFmmH5SS0gU|mVBwHxk zVO$qEjy?bGrwtU2u1ED;ll) zuv>lk`K(fe?6M+LK$E5%v;021Maf77#WAi*Dv#h|c;wj>*6HGu{QXH~o zGPt&`EfcDbNB@E=0ATa*>b892l;(>G$JdJ(j^B71M?b48lvqQXmsf*6pGrL${louIa0jf25l-qdarstvF~`MLu2<>C#IJnmpCyV{U&k~WFcc)Hy6VRn{u(XSrv@Q z-6UGdmihjizyA`yC52oW^<`ZJT#PAhPt*Ynf;wuk3`FU>56D#|Ql~5Jh(7E;aXISz zLZh6#D)@`II=Kgus+%wJuk+5-jCfV!-)zPczqgNXl_AO^8cI`8e9*y8?;wM5B< z0|Fs?I{QmBgyAF4mv~W(3)6n+ycP8TlZuKtCeq!-(^+#3AB0gKw5g_IY$3_BXHmG? zjjSpVr0)hWT&ymCfZcf}!f|V;jN-FfQa8jfRZ5kS+mq&}&pr+#ydh2C4RVwJ5Nz%L zLs+U^d3Zk*o_2+!pIOC8TG>jLNJ95p(e<*mg_~kW=ownxe=wF|9mEy< z1)pU1wvV~mr_MLS$!-4um7Jv|JB?Zup{h=#dVM)?gqi9L@12I+yTOSC!u{_^#CP_g zvr1BNR9Nr!n+N%>IhrsV=uIf9wl;*e>#~dt0C~z%sl@f15thyE*#@^(Y(4Q&xx2{v zv(>-etS*W_vC{`MV{VolsIL3=kCmN&SpUenLxetNj5me>H z;_c(ChW)~|Qim;+O>=))l9u;G2#%Dm+w{92N7uGf98wpotVMG}#SnQckIuGhan`g} zI<|WmG`WI0i{q-m2L==`t`?wfqqo|it^|_Bh!LsNZ=nrH;ft51K`mBXmyMm?1E2}radz&+F6iIV_(nh?U+fnteS znbr?t@i4@T-2lS5@RY3Le?BjX`9+2K&8m5C6{8>i$3Xahu@9mar3lj4S(=p=&_`^3 zJRlw*(~21)TNOe<|NYOYgij#K@pG(X1~Y@gx{(8hOAFH5tMDn_f)y5F#laOnj(t-t zLKvAX9ErnKrrwoP>$6h<(7}C)apIv3_xLVe!jSOPuk+oot%q%2EcB~V2*NaYG^+5`D%4VYf_t zm<(cwI&xQdDmAKDWJIUpxjRP1X~Dy;5zOg@oqDw+{LWlQ#;VnSNB;I8kBxRK?rQGu zgi_d0hl4$}GX4c@Gs75`7h5Xq@DAyIx&d4W(m&SK#C*GZoa;a_SXS982@{$$8sSlN zj?YSR`sUG(P|Z2Z!RdH5wl>!TRLj8SP@P&KobkqEn1cYo(lq9Ne!vhX6!th3p&xLS zmJEjK{K*pzb{!pnU4GhSe81r9MLF>!UE?6Ua7od(GF_KkaiYU_3MhQEIzqpi{*~!l z{4KS*c7hQ6?1ydfcSXig%qRqr1v1AEobt8tn^SJ&ivBqskiVnWADr5E%HH~`pvp-J zc=de;(i?tzgH=>OPvn#%w*3Ug_>pGC4>#;NdK8x#^B2W`FW4?kO<_=IqA!~H;$MsW zjOlXM`%?h17t9yPc^bQaexj*wKiRKop@)XF=r4gR6&1&Iz3uJ^YerT-xyrhK=1MKs ziK^^SitDlI%rB0PFdXU6*s0Gr3I{%xmuVy|*9xfKiLicuHg%(*u*+`W=#Yv(KdQT>eKiK zzGG2?05LGP&tdASgZD22>VHOmxOcC=-Jp@Kk7GA?WllsRgZv50XrKLS(8qbk<=ebB zLcU&gvG2%WuHp*D=v67QEs;K8+n?*c;;u<0EUzDEOcx=XDqMcW!WywYjDbGp17R<`b?kqny6DMBl%OPU9?RgIE zC7#&p6O*3J6B{)Q1F>1$Rw&yqrq!X`q+EZ^l90QEe~m058bH0>)UCBE;}v5&-I@mW zaD7Up2D2xx7uKnpXd!nnKRJDTA?|LfW2NGdL^|)7t~O-q=7`fVtrD<^ogQ(B(&l1% zkzsnG!lv^(#iexBP{>s**5aRT{u-OGtM%(1V~OU}N#;E73cxA`ppYSCm4>(n(;lG9 zazDg0oaB?8b?;5yi(ch2s<6zWuzZ@AkMLmbovPHs=@X9bv`OH40k9b>2xF;L^|uZ$ zd}=|?5){uhm}t(-9+mVk3yS%b6AYon7IaW1mbfO+Di`~BEyTJ~p#vN%evjcMnTo3X74m6&=FgBH&E>uQ*OS59%4-te z>UmbX6Gl5LapM#ETe}jb^^lYs73l(VS;Gc=&q@f{Eo1EK?wpbxf!>bBhDMjPYeO!A zSBWmmPjYBmE=O?V-VBe~=5Gm*e&dLb3Qs{9d#_|19DG*C1dL+;Aw;&EFcYb;SaP6| zhw%&&D6x1@n9TDQ5FD-Da=8a$_n3p(Qt_1OLI5B7xo*IIhTcGPW&~C$*LOnCZDp~a zWI09HoUtkg$YcMOYXGFOz^(MNfjFBMSCuzPr!Cz%zZX^s9L*6Z5>#A>b2znO%^B-! zdk0Z*1TjGe(?xSt9_)^bU6|b~28rRQC2sG|7j6i3P(Smm*v;SV+i2#(;;_W8$-Mr| zxP45ve8t2Vs;c%_ljb+uN<)aJa(g{|Gje%&nvg2<880kgpg!!3Yl<(udgK+`>KGXE z81_B&Z^CxtUs$X?VVQ&B7+P2Fj&5)A;YS2oOwfu69ZeOMekKFLAO#YfeyNlnw^h~( z+tdECK&0U##4`ob725cjM_muGn#Neq&1s7g`^^BlS|HY3?KOIQ$Wd2?dQ#C4N8wzg za%Qe-%3)W(`RCeQa3`dp#gNw&I>!G2{tY6Xyq z8x>k<5}eos@N4T{{+c;QGFp=7j{TNn`^!pI#Z$VBbw-7#Qq!X_s)xJ|Wv0k*s?y{{ zFM2A?oM`S7NeeB=LF}a<9Jd47wy=Y77ji61EtH5_-o_CkaM^kTzwqAaIC(5v@ z;@~mJHlx8OUCP(GC~|e-e>LoY_-XZEngDQ*pEg z4(*XlG7SwmZ2IL$uw*cJSbyY)ZvEb6thp7x9nFZ+5H5u6+ASF>#lP>Q$%*P=kF`3K zAoJ7z06Ow;#cr{=>2t}52A^efuj!kr*0uy(>R(B{_4JzJtgp!aNjA)K{{-Y+O>SUZ zp?k3WBRpU7l1`Aa;P!LB*S`!G>-nY=F*uNA`|A*UTifiB2YX-5XMrf1+Vf*TN&CF{ zJP_5EF-US{z;%G~11q=kFF(o4Q1>7GGxIIZby2j9CHxGIYAP|@$AaiQ!!}T;Tgqz5 zzJzL8dCHxeGUNCL!!$zwm&Hw8sY;b*97+TYm+aNZp&9orFSm9tcOwhWQ{0=Is(-W1 zEkf8Tvp09Ji`^8>b~Fg;DM&gdkjn&A2=KyLBt4@y*A6Yy974bdmJrpoDKRn{V2Zpt zI;*rcWsgc@;PytLErm}&-sS@FZ*1tQp8ZcXgoCeZ-p3)jEdAAI}K&tuE`i;GWQ zcU6_+EgIvT*+CLaojY%VN4Tg6(sWphcTL@nwJ#hoYJq-hjRP?I#|V z@IsL{V~^(HIwxR>gJz``yc?=Um)P~_lCkwHBPwH>Evcoq>(B4wkeDN^qqRq@eRaoT z&__;&Ik9w$+QY=k;z)4^&p6#`Zd&qkxe5!$kvlg!h#ju*26Q>A6v=p%Epx9b2_UTx zYx~)(-u4-FT#T|qKKYpc0{!c;@oM*-*Je9#6-r(C|>#Us8ZkTlBa`+ZMG%EbvyvrK9$wl*l?j| zdq%ub+n8+%=MDq8UqlH6Gu~Nn=SWLB4xL!`o{J=7YL9K{>$@ zT5Sn39p+Uz=bXP2W7C#XX@&L{b1%TKd&t^jR zv|!tR3%%_8vBY6F_gIa?5uV437@eR_P;S zasmF~$qSE4t5we9GTJw@P#=T`sgp5R-A92Ci$H#mDyrn6_+*LGWR9$l_n-a%j*dv> z3cr=&)RI9Bdg@11!gGFq-G+xTw08n;|+^o84=@ zBFxcF-E+7dws`Qzoiw#LiaVs{sgw$KK|;uxB& z9bItAY16xQ?V!Z@QQd-f+@}jb4De5lsFs#qS_lMIw24R4HJmmXKn8_3G;QYqqnx;` zQ#5jq52Uewt7s1_(+G>=pnus6hy*;mo|c{yy! zo0c*XwrzG0jg@+b`3a>H+OQ41k76@){n8OcTE!|ktFbcY4TEON*$A@QJv z-hm~MY|l|5KR3t!axtJa5~;WNT!-)q0W&KrY?OUZ&e)^A#G5qq?zW?|zB-D1UVE6dj5yp=r|f`=2(+%(tewY!d&vlbk5w9&2+NyS3#51S$Du@YysZVo;8okDVNPDp7TgUl5bHJNEgt>wy^ zZ{%tntP8LDij&k1FEi(n1r^GUslc$%Y;ifG*y{|>gcR#}*@hmw)Jmo;n8YgSXe3x7(p##^Pe$(D612>mZYd5yW7fi#vapnP z@uD9rbs}AyTmFB$2}s_M^o*FpSGc{ZE;=4`JFH<$52xE}xud?lJxeg{Jw`i&n18$t|{wb5g14u$Vs^Ct5CBI0mW zyk&#{mL7NQnbVX3_<8>p%LqeUocsqxQaP7gn~ z-CeG7Scw&<>HYHjJenCuk5C;{c%g?&f!v!Lp@Ds(u-%gq&l5Acz+vF@e3*wLtR`d#wBq4gNT{C3sd|4OgCR|I516#qNd%^@y zFVYbsYRr%=3(LyZWSS2cWHb{WlU-t*n z{63QRtb`O zdnO_)H)hN0UH^cD(yplHrk^+a7`&jK`)Z^CPlCn$SoVyl9u^XaB;a|^BTZ1M#-%E> zQ@vvZ94kOQh!1R=%{bwGQAkf_SnTGNVBQh+s4`~6`#QLYNqazdfee)6V9(D34L@SG zwe@${rUrpBbUuerym#r8hz23&MH9dxxfj``@<=!{M!C723kV16zmEEfVbnB&X4+Zu!+9-u8Xvy0MPQE#i<`VvO0JW84q6gALew+AdtGQF&jPQOl81TB%?R)TGM z_=S6EN2L?{(V}N}P*%MNHmB`(h0E315Z&94HR=e1g?Hfh}Mv(acDx)cBwsLXwWPLBpFTBC>yAu zDlS+$8DkLa?gMjvkGwq-Jup9@-%Cx{y|p;k_OC5B1^;q&l=puK|A*tM_P^MA%eFSV zE?S!w3N2dPot8pycP(Dr-8BSvEl{Mm6ew=RNpK17?h@SH-R0hSj^lkl?fnb#C2OvA zjXB0ScGZk*lOBxqGZb-2Tig-2j)~DycChS*8fPh{6;6XxhLJ4x&w{mM&)HT$Z$9Q58$rz3GMo#MYgdR*Y0f;hV`iy=oVWh^lykOogTLVA zF}~J6RzUb zb^Wp5_0@Jx4x&>7NvQYq>3NoLOVEg}alK}&iMF0;GgG9R5#ki?W`CA0rB5Ip{}>c- zzh}q44Q;4zUgz1QGcSE(y3}pw&dSlRojU2F>4ynAp?K25Stas+2*sJ*8U9(_9SI8z zuUbPhc9o?j9<=oXOKsb6r#h;+?sauu=2L}*9)+=e{#2qb8V6qRiLL-5)7 z522iLmEx^_^kfEnPO_!g9C~;1GVr5L z2I)K~0erQC_thwE{p47aqvOPc0R+P8+UaAn}NE!?nbDdT?bdSicb&=3_ zS=%aOtwFOSUE}`4(42z9k>b&d-%EiRs8_6GhVBjN{j05GY4pLxk1zwY-Lb?DQ8BwE z<1vS4Zv-6qr&n8FMTa4fJ4;1?hN;)~biELp+#JM-?~0Iq-Fe`)V(iV{t`mf0jX(Kd zgvA2e^4l3f+< zP5sIRg6^Nc(>Y^i0*&aciqiU2>{wt8H-jbLaOgv=qP}A{@Ut&F$Jsw?3-T1+4dSdU z>dB7t8?)M~o=5hlr%x-^zk2dp7gUcDMrvLELjJ^=c)3$~INeN6+lQl{t6y*ZD-#fs zGc#R#E6fODAb>x3-^L%&2hq$Ip8bK6;!}b3R1NKQvwua?MrEU*VnX}e%U?c8pPTCH zoZKjSFtAWJgpAtk2ysaFQs3Wzv((iHMl#$92@!Xn7yESUZJ16ZB#5zP_>YuJ@5?&u z8xv%&l>hGA488)R5{$nKmXsUpxC8w4HJai^BZlZ!(40pYWB04@xw1d_8j?dQ9kf4Z zty@UQ24)ob`-i$Gt%;i#D|^y#2stN?V)2oqOt;pzN>u=x*Rm~BI67?A@k};lgkO*I z|LE(v;a8R}9WWOk>&4Xf5**~1Cb^XU!0viq`7k2YGEbvJ1Ch@}nFYuAdb(=t|NC^D<1}kML{@79RjVK0}x;YC-PYTQ>7M z{icFhIxg=c4_?S~TR$7vIT;O+jrV_>6H)2Zx{q;FXH6=P_zBctU?=`x_Oc!8x?;rN z>7W@iGq9FLC|J~+Wkcfn>1p1$;m-!t=Wo+hZ2_&;GrLxM6Z3=^>5~?EL#mog!`_{y z*-A8m5};835yEwoJ$=B@vk>P0)_!^l%?pE#m-@Shr}4ehJkb(A8vKV)dwhGS zb(*-MSGMGL-RzkBH)%Kf)pxHUnP&@v$_%Il8{-_N{{W#GwDoTXCqPcK+vnoIUe#7m z1z%b4*|ud*|8e-xsRlFG?mO$hoZlX6MiD4O4HT8uN39wg<93NS5+ak8us!wSvg*z5 zvcN!(%h&X^kEUWx*tLYHB5h@1)fGV1!6Td zQ)K`AO-2ljphtasqK6d|Zz&S?JbB!7UGT3$Yao10Dl@_pL&V+3^H|?#cEVFbEJmut z`3gkr({dUpT`?T-D3TlB`N^V#xO`Dg!ryp_(cPQJT+i*aEV`Sy;W}`yzuac?5UI&~ zy&znrJ8vKE60__)r5s?F-|K zluvDtZMs0OyV9w*k>A>`w7aq=vnfmUZ7ul&mfR!QP#E3#gqU5T-^!)5ZOefv)+J$bxjM^E>bicwYve2%)5iXyaq=bbqQCC z_AsUxccs!a6@G2ofk+f(mu6-qm+6%>HR^9uZ{R1GZ%@L0y?vWAivTFQ?vxS&VNv4;}crmz=s8N=#qzTk2SczC$;6;b8CTIzKf;n$k0_t;OiIMUq04&;c4b?Y)@PQgxmB6I!F_v zV+sE8!L;=y6`RJiy{fILZJW6z#;C8~B3{Y-Ae8AzQLmsi3 zsSWV<4oLUyG1)=$CU)-kiG84gt+kO4)v?;P6S=3S*9^mX=Vo}UI55@t41fC9pqXcQnJ*W_q z9@CH9V#ujlL0UWB_Mc1C`w8bdx*@hCbR-@*p!cPKkB{Q}@WNj@=jryB6W2*^_o7>Z09t5~5uMW^XH?NNpyiUUuIUo-d zSYM%uLqu>xEVNwImn_byUE13_C|RYw3_3qO)iTVRsTCTvZZ;htdqp^5G{vj8ls+{2 zeu^tcN}So_AdtDy@qjwiGHWSlGD9RzLYb~uKy*h5D^>OvDRjd*(~2c~?d=?xO`ne( zpQ1(3KUaOdV}3c-R^_%ii1yCBV+8L>Q+TAssqxcaL9qILD({kCvwn#^+OigFkx`Bm z`ebs@n8@HTkcWNnj;&)hna5f8lL&lA^qBtc|Cmjlpe0TO4zfGWn8%)%gXe$ zarp|6I+ue_vQIuUjknOmrNc%Tgawr0K5I%FaXQWs;5gkzDbD)(r|~{6?MyCR#(|A< zUL8EwPWxk9pOx9@C(khnwDj+jZpa*Xjgl9y;VRvql za$z8{&Lu-kjNsJk`(zbA0&)oYQS#FX85j$lc~PqQTk!jf^oBu2E&;_`SQ%?L_n+T; zpZ6?xsB@SClE+JpPieB?MR~YTXbMj_IxnkV^o|zBj{0(S;u3O#G;*gm4fK>%bJl@H zEYdS&7n6dPl+3)=#8=xD_+fcrs6-L?rH-+s=060l0E%PJq6Dcgg$752s+rKBn$UkW%m59ZV$U=kBZWBOz<_=f>xN z`$L0;#E%ht1FzQxneD^1>5G3Lb*%bpUPd>+>sIwuV>gj^Lk7_= zpIt=3GGyl!_%r7T5L2v_ci*kl7uZmWr=b`E(&4=g_e`iVE`GJyoC$GzfN3u8JYY3q z$e#c1hRX*>p2tLeq^#AH@XUvNC+@>j=9`Dp6eiY`-v|8k_|Q#3?Mb(J*sYhym<=Y# zeBpaygUAKB(g$OZWKTmjReN)DwJ%uwtfBub&;yssn)n2uu+@B0TMM(_)dfS;Pr8Cu zaGL;!+2T*y5_07P1qGIIm|ht&mzagbb-(+j1u|uuOgLdpQD`>qtPvs_1w8quJJiih zYO*h!abU@d#dHj#b2Xa|XImiczGyG9*bA`q;y;A2l%+`^;Z>b>A|kCL(E=79#C9nv zDNaK)l>B7=+=l;4`!0I^li{9j$3MQmuKgB1GnHlqLH8GnpiDF ztVs)+<&NP`nLV%ceU$8E5pektW1zeA48m*p5G$vNjPJ1%^ip1w3~;0|AYIuzX;o*N z-G?@<+@1HDU^M~Ef6RWEQ7kcx*3tXCr-g!3#jk=A=wrDa#)a`^j-}oWY9U0|NR04Y zhPAJozI3FGLwDCt+Qx$&@}WU`!sVa!6(mY(L~OU=*S*i^QsH6tyCVI$ zLkxNTJ#AcfdPY-9|EFK8vX=Z4emOp=nlsjQ)mKF}YEROX2bX+w<}HDta;1u;Y40aW z*M=xM&+^q!4wuUHnHt7BXo9dYA%RirYf%SQO9GB)UU8b$zbguwygdg(arvD;kq^Lk z;9kc1{#pzmNCa=n0%oVVmoO=L%Y4@I5sw^4Xe?j0cnTw%sKCr5%hJR^%5?N2ug4hf z^$J;Jy1OxVcK>XdoZQ#3{}3Xyskz*2D*aM|EwAw@(IqWVH(^`2j_4kq6t2i$diomU z#K(+g!J_r`AfK)b|D|%GAJI<4`iv;WD7O%b8FlS81+VWzPNddBfiWgkZ&#UbD94zj6+fMfIkqif2Ss-DJgr$t;}aErP7o6Di}l; zO$Q>i@P@*ZJ(wXSwn@?n-WZrJhW+o(C%FI6q=1hs?q*?%l$v1|a(n%-vw-i{vqI(Y zT*nwoHQ_R9MDNy?8p5Z0iCFf?zA#~(rFF01!y)zr9R7PgK^fD?>FK(Ws5XkdJp}UF+nL6T%3AyA6c_?X)8&A?OHkY$~mkv zXn|h^`;!h6ivG@=hjA~YBDlhHb_(XqF_8UPVxu$HeIZJ(T__pmEpF*xD&uS$i58z6 zT?><%&JX(zUZHLB!=#?qLi=ht{_wr=IaF!j0>*v#$wouuy&@rREtRV^c?mMN=-R|B zcPd0`^Vn12RJ2F+_m<&HJ ze{u$Vj~wwIf~x)+=Y^eJy4mp)#SCY0nlqlkZxj#XKvi7{muRS+Ut0bg8DThg@ig}b z&y_nDzea2iz{0DH-p%q?iy3Y~pj?ou)7N0v@tt^Nl=U{Ry>5?q9hzHVx0UgnF z#Q*7kTP7)mrncbDUw(yBVs~Q}JA3Z>7kN9Clp#9_n5g?nf|;7LU>j#sQ1pPx?9AdyqOKiO58ajN$z_lpkCiyadFl+B5t}igQbW^yo)s!&koP& z)OOEdKtH3JHEoLD*peN0QnX(t`iCK4l0vEkuSjsn;BL&k$9@Emf{;SSW$aE&+h^wF zE6Vm`UXuudcMU;ucgWCfkh5`@8l7 zjCf~mI!#(;S-(1ud}+0T-&b-s!a7oS3Pc}LGP6WXh+l{PMM+mxhpwG#g_>)wY&tm! zU+NCC`=%tFC>PuLn1}1QWt0q{`0ZfKReqjqDt|Jj2r6fX9)54)L8tz;Pg7%YuwbRmJKmlfabo5$r98&P z`-B*aQ<6ORC~`Gq`6RLbhmhiUMcJFFopJo6S=gDRHT4w(`E=fy7Wqm})a%^~_momW z$c{~$R>a1Snm$~*g0suPLzULf?c{fndFkWTuPNTr&SWw)MaNW`(T5 zc5Hvsy};D&yP$b=nIdKGsB+s=%tmJJU0bfc zCQZxIRgAW{H39#+4WdkN1t}rBX8(uqvr?R9q{pKiWN8Pc+HJT{ZlToMcKd7T?;`le z4a>oAP75idu^x1EA6qSZ-S}rZxbKfABHvqbjEqOV)w=kdC*?&V@U#9mSqR-9>B2!l z@gpDCX*ezG+k?;QDaNuKd9^p4=LS?LBzFDPZh2ZrxJbuFD<#G*+bhP>w)632yd}ha z9GEswE)%iY*pb20h$OflJlvX{BW`de*RH`20FX;(fov&%6@k<~1fB{Bm25vKqhd|E z-c};P>{FHJ&Q2R2%hCVQr9BU05x)Sym!eT;5H01ehGE;Ea4a@yC-6=wyIq0WY=%ds z=C!}9xYe(f*XbvqbW;%b^ypE~mzA<@$9tJwU2(%&t}{nTh>qTuu}<@SPLR&^ zNIZ(Nqt7mLy<*_XZ^wTw=+hCQY>1=x7G8 zR{UPBvu6KLk5t zo?16f@u~O{(fEP-S@P||;#MR%6R*-jBptaPGUn>N^ZjH@ z(6n%BOSo@E7<8^;?QaKI9BRp$DTs`vMU{$uce2p*hOSR?qpKQ8tVo20*R z!7v|OW}GJ`#z42{49<;?);7$`Go)F`^y_Tg11A0Dn!vBH#xdZFQ7-by>9m-4MVCXu z?jh=?2~|A-%yi3mxNUB?e9eypz!OUUpG5xuDr0jMVQ!c`v&UiPlYKL{HwpjX5^(3b z1dXrqQoCDa{b9VM4QO2%ONnKlvGaXOGDxT8hAz8 z(yI#p*aLghCS7*?&JTtW#pe6<4`Itte;H`PAA1nM1{ey;~ zqIP&M2E*V4Rf|X@Tdpg9RKwK{AxwrS!5-q8dVQ}PVOhGQWAzcmmVcOLM{o4)mxjGQ zmYGadO2fezoq~-8l=8=Qtf6wniXcy4FRS#gINoU8$mF$a&~+3qo_$qV`s+FDLshb_ z9(xk)?cw3E(J;94%hR2Zs$MZYRN1^NQPD8DkQABj-EU$lO_QqrvV>d}9|XQJqb#JU z#11dSx;Q=f`Au*yq2m=iT_ttF3>rM~e=Q%&q&R@eeT6tkakqoXVHqx*P;`gv+-PTm zqU55Fpn5D!rR5lCchYPDdg=f2S4OjXHs>>{GZRlg0*`4Yp1KZiOIcSb&IWot%KTE5 zzn*vwn8}pzgYzzIUpaYZQ}c!%v~=Ar1B=JvX_EL(uq5LKDf?^c+wAtP4s`mdH4suQ z_%UU~l#A;{2lANRiN6L#J9F$~Bxj#;e!w1Pamc^xB7baJO56^*J%uap5p{tl=OT{| z(<U(-r~C)c$R6=q};4BtX1vge|Fa;m((_{ZZyBChga%D=MTBk%&xH$VXCDxxmgh6-XT<|P zk&}ApWaqwHY9l!^TjFHfX5kmzUyH+BWe=hm7)~f%eNa^b7YyGq0@LNlDxB?%R0v@# z%-yM+`PjQbGftwTK3Xx++Uf~Ww>BTQZIBXfAt~27jX$gChSx%JpVGINwvHJ3y35c! zcc-aCKHc3C?fus6@RT5l_Lzlb$b<|(S~o?SPixro!ckrM8Pc<@4eSPzF1}19pI+@M zJm=@{XGlq_oo#-aaEZCD_`=#||3fhSIjmEL$#*PoaOuI|Qp@1>>a)a2$Enx3;YM&g zv8@9rw@V#Ks|VC|F{-eMeLSAjHerRF-yD9ewfLeDDs6zX8U!)!&ZcZ@Yj4tD)WU!! zN+*R`iFUucKi5-p@l_cNGzC)e>7D9IV= zC!*lwp*E?o5fTxVHQ??MhRLX1WU{Mg3u-p0Kt^-y=js1_89qvVZ}6=#A&;fwYI48L zMd{SFws5GgaOGHJoKA6gC-3cW1BU;W&5hyHO(Pz>@S4}Q;DmCV(_NRc>NmmlU9(NR zKcKxnx%3E>JK!HEB(3FAy_9?2?=1{{(`2vP`J-~=TRnT&z2R22Tgwy`*X;F#ZNU4B z+t6C|5?6R^c?h@vM*{E1_6!tzZI2D_wDV|fO%1TAdU|@Z(Di^G`M;;N9H+<;S0|4_ z?E(Zbq~~kBX3rdFmkV0I@~<%Gq0X%eJKOz-eB`5syTZ8V#lbgCz-H}A8R>i4B9 zcD$<4br8=SAH8Xxs~prG$RGv&p44M!g#qNHGYL0bkGL;dw_O5lcC0RAzbtSQvNgKW;(kE=;_K2k)4TbD^vX(X~I$#2hr~T zA)o`&|$r!{H@U3=Oy(U}>SBZcAz-?HZpC$B4;mbyrW`N4z|3?!o8EIF5$0fJp$cptRSJA3J@21Z z7B$6Eas;>L>)R}G=u6&@prk0BbysjiEEe)n$13^z+dTf5HlH=tZD`9u26Au-a&e~j8F2nR~f?I~dG!XaIXLI1E!A6WKm_ztD z=^`|fr@>P%y0-S*1%H?CTSzr|tZVw%te?N=lDzGOG>v-9^iFL6V)4GQ@~`lkf6%Nm zOgrq>v>`v)nWC8&>HBwqu1@)~5gSfy8Xkkkagqk+>nke~JtJm#!Lp7S7nPPF>Tn3M z&5~02dtA1!9LQ`vGr~jx^`nXxiEpGui40&CTINo_ynzn=+ z?$jm+S90|Vo_!v70PP?SL`8cNqrP};oULCtGy&*E?*qVJ0>xE@I$;yB~ZCT z@;`~($xy-1#VxCUG$TEsl}G%sQy(sAMlyT6K>GIH+$l&1Xb-CeEOSH*(&o_zJ!Jzi zH&Ho$Sa~2M%19C4;G=#tT>BhJ$4I9uw;$B~=EcpDo;XX(te8V=tB4ZeAkl#RF%h9X z+V$mLYc09Fu4+IuvAoR*(?#PRIiqs4xmAE7_m|B6-jbTHg>_Ee#J;Zf=OYT-)+A*Z zv)7+bW{F={z{ff=>2C80>WZuRaS>o62HI@0zi`IZ_)7Ne)Ptwg?2Gm$5KKZBt>{QW*{R}Zr#@4SB8axk#jv}^B;oavR9?zdt~f}_steDF>fgNNn66= zdk<+sxY828(|I*fnEshqcy8mhBTs_31%)NnPJRq=m81Rw7;3G!nYiK3jo9v;V};ihG`nxlN)E=r!T*} z94MW62oW3ipgyqzmE5bI+u(2STw^Xv+hg0aw! zQwf%C^Oq%v=Tg+(^=pa`4peg2_yBIWLu!8X*An`FAr8;C2jjf-)r(%UtwSSzDIXW z9(A}`t5%Jkp*=nvHd!stEc5(h+a#vpGsoiKO^E~f+L~}_Xg?djXbi8?G)v#J6dQX) zESfpevpK9Dd~#;m5?H%D;c8C*(iqI~Oxa|QI^>uashD=5%($t6P|$R42#F3;WIwwP zcv@Orv2?E6Fpqn{klKtxSzWiQIl@fR=|MBa*}}SwmZ4+lN4UL*1OtsvmKC)p(u`3x zhar>5>&kf*>^QP%GD5lZPue``Yq@#mQo*-5d;cNG zMLUX0lg--}Q3awJe!qHbiYZ{hGGO_jc@Z9V%5pPtO8O6ps6qN8B?IxuYhZV++_+Mo z3sgT<;co!rtOG_^`l&swKDZ{&$rJEy@X1v%NBIpVAd=O}mXNle;In}#LoP5ENc@n% zt;j;opOD{Ho#6{5V^a-f3|tzwqr^Cxmxh;f)=_AP4G6M#e)Ar@AN;pbU_Cjk=&E=B z_0lNRw^*;Ust!~Xj#NrkIX~+Oaaa;O7qVBpE9;9dOM&}pJSr>uwro;{*JimJF8aMc zEe|-ycF31ffH7k{8X{o#Ds;YhtizKDU-hrp6V^`1#g_kY#`>C3EM#-b$ZFfxo{Wb%d(>mxZ zfDk+oxo4Juir&bWGJl+8`>|lnmTuqm7PE~j;83$9rr2_4+*3vr15bSDMjZaSZR6$P z9s`TLh2YN^1tPhlfb6--ii0K9W{}p40dMwCA{yn^^>a6}cRIy}9rfv-n3iB@?m~K< zZNhP-_k{p?p6Z&($;9Xmv8PK*1S(u&5sRI@4MS~{I}01t|~Hf zSeZgqA>!52{lcL^md9g!oxkW}w_W%EjlozDyBBKo63WmC{(@dTmlYlRIvV~AaxBUi z)AEHrz>(7%VAiiZV;=!I$>Dn416g@;ws{mq@`CO&M^1xLO&Hbd>PpTG;sr$8=vk$e z&A^&bqL%HshkLCEp(6Uz~=43u*3rgA<8CC({uMAv>}?(UygJfSrXNER;wiM zlf#^KmG(TLGrD%z@O!krF#XR_7l)KKEP#&51H!d|)Ok%Sa~}{~!(6Xmo6oMF)rIv% z<0_D(5f6qumA)*th<6ifB72{PC8-9#iRXVQl=dY)cu0bTaeGhOKX6k+MMkN8$*OEy)@ z^M9e4D8~ zG{xQX8X@q{9i{wXF-mKiv*9pds@+u_BQ43d{%PNN=Zy)BqbnkZjdZ@W+4$IiE9ZD= z{=u?rvWr>5rQd`~1mi(jb$|D=PF3>^v-SxOI9a_b-c85@$u0k1#=V)o z=M?#e{}6u7jA9h6NFq|UA>}x|e%uLU?3#r~RBA3?3(TF7u?X2AJ8R zp439O-K_GPw)%m%5J@plW%1!R_$``rlpM?eCG&iuHy1c8a+Y*kDs(h_XzLC7t}ICk0iv*2uBATY{bvhEOhPV^id zKEdh7QoMDS)SZ5s)~swd>Yasv>}<)o1dIvb=;5*@Lx34WzNHrV6aFiP>wWOIlUz$n zx?LTL+i5%brMMoDz;R0Uuro202a2O;5MI=#Z`K(0rSv%QlF zmBO=24(+Eu`)^2qIT3nYDeH7URI50ZiCa^G5ZY>XmO^JsR$ryZd9iEH2)0b&J1jJAL`O$oF%J7Rp%yoSZITH&E}z))JF zIr?kXBGPTuX*M6q%BzZ1!!1+i@eTagv)mlG?ZpzW06^ua9@<3sZlf)Q=d-MAOq^sx zn?e^aA+G>afXk-YS8nqcg@reAK-?waBKVZq?NHp@(Y{4&13)2HM#3a;mWPV=>6~J1 z<)^53{pZ^Oy#tR-_emFd*_$ynE$nJDw#rGe%VPuM-wsH3Rr0N8o+u4$V#JUrwRFc5 z-QAV^U0fEiZQ)BJ-x8xCp|C}wzsVzH*`KH^wA?gT`;a7oVRL`q4J7yY_`(XKaVOXs zdRfgw;Qo3DLbYvu|ul?D!0nFtbllRXsA?T z94l2{+UYm|c09aKXZcHX*lbv5#Zsd@!U~0JVFK5J>-ctRqt<309k-<5>EaR^*j|Q9 znn4&5y>LL?u2MzHPQ$&h3*~3-y?XK#@XnAU-zs9*GG!zAvHW3fG?CjX2fqbnAD(1f ze`|-*Twd%Pi2K`*2Jc}w-9Y!#t@`1q-XX(`gQ?r>S6^>w6L_J(=U17M8;G|!cyQ0M z<&{uN+IGM0ZrO0e#AAL+<7lRvZ29~=L7;H z%Abjub-1IrC_C;OUJ${tc#-El#>rWA>b2xz`6mI4I+Y- zDz8rz#A_;)@C}srID`PN0mh)!o1(4_SNv69s~^W|9`AiSc$|KDw3Ndg`$bx4!Vn!z z6jgu8D`oASp!CH+ddEC`V zyX1(_$N2Xx-b^LM^vWvdquN(7QOP4awyR`?<0_5dX!$7S`b0*K<}o7nI?(I+e+b6c z6&ZphRw;+XvRb0w=*W10rL*0g@G`zn5my&SWpoD|w`(dF z0U)?-XZ8G0h0m)7hxZJw1tS86CM3gkq+ht`l-~jmzndc;OFZE1Br)J zwZ?=Zwk}%HkJS*Ng5~$ktkvsvP6o%R(gql7y7oa2f%2~MYgY`s_yq!_j-<;Gu=U|Y zU4*VADu}Gku70i=_C(RI#XdIoo$5kJy=SbmWk^Me`CrR8dbIsN8 z^{SKKiAYgRr02a##-Dp;u5?Jce*hZ_dKK% zLiARqpbzfmTUx+nQQYc5G!lb>Ve>|nK>1SVi&T}!*}&d)MgKIxg+JSq=?AT%MMXId z>29DsyAMK(^nn?}Mhh?HoX_mVDZ8xca;Im18(@6LD`t6SU&vYWuekQK=E%P0Y+`sB z5u5$0U|e7&4O5@6_W=8AJRC{nN_qve|N6{^_K2v{PBqON8`y!2-@mpyvBLTmo{%ner4w_JYw^alaIiV%*PBjE zh<*Hy^-^iGi=O)jx?Ap6AWx&UFJ>~=yj(F;Ad4{rJ)GEtIXBxXw@Df9B#yA^?bUAo z3rlr<0d=mSd0NPO^BwmzzOM%c4JNt+if9mivSY>4F|Q{fx@InAv(8RGDwbV$p|Zyq z2&ybOa&zqMern%(KEj&@pcpX0o*ppX7Y zEFqWfPI#jBPASC_^$+k*px_4uULwjhx7IZ`)-~hM;=7EBY#!fo&(e9MgUi+quYQv{ zJnT@kbwPYCoZ{LWkM~5hvc@yCMT`=k8%kAMgC?~C67La}f~SyIs5pjJqMbDy&k9>7 zT^ag%&#J3#1b@;r16mgrAGIctJ+@ulZXjL&>Cwgth)LnqiXHGnlQA=Z%29 zQ3^s%j}5?~FKUup@mLR!30WD!a>917obuNk4IuF0m)+uLh3F5Wy)lQU2BQMmS)lSC z=~CSpYJI^gPXBHNm5X7mX)-I-$?~bSg2{6!0I{zz(Ldpjt&nqrz$i!X{xs2$i;*oo zg$}|`Jm*ZUn2Cs+W4_@qLZ*>SYEst&MQ4xs#3N5$+!1@B2&K-<>T%b8o4nC=&I4(h z=0@f-_dtxk{2tG1tW%r^|A8dRi|wUmVON!w+H4p=;d|z=($)0og0OQeaH0aFEdmVJ z_GAeqDwh@(hm@?#H@g@bPc;2n(TVjJB);v{yUwC^sFzlqv)gY+9wN`xXY4l{zkU|V zI#X5h+PI#H9GN-e#sEs1(&dTq#r_~4m`{+IE1Fvykc8wus<9pg(18RsS{fT_*9A%p z&JgKtxZ_N%eYf;=^w!>i&}DI?J%>1~lO8p#W>`elsqDi|Lz$j`BSIlbU6FSUOGP;% z1Y%M26dTd6fXYO+@Rs&)n%A9E;Ygl_rPOevBSVQXvV_49c@l^`JrF*h9tF%f_<9HpTLWi!o4ZQ%87ucGxn#2mJ+zs zV4xg0)#E^3qx<(lMB4-lx)Y!|EQ!`-7uoLY#NK%Z)C^bK+dE>l9RX5Y7uYelnmSyT zdhLmI#?D1;b$nj2b-2)P@2X{5_I^U$x3>-01K9VxH6#I0qS~CNoIFKPS+xJ?p$~85=>&9 z5JoX2Eo|)VG&`4;aLvQ)tG!x1WV+xO*ppKmG9fKzYNFfsx1(6Ih zF>+U5twr1^tQ4F=¥}2A>OhC?pzWerWk!wfq46qA-Yr^79RX`OXz2`a(G04XH== zx6h{Ydoj^cdJSQlK5n(ysNFfM$j}vzo()!<7ge<@{QX;AU=e_SKtXl6bC=Ftvn;u5 zywVRDi$6w%+kDiQTH9^)Ra!M`ujUF5$WAC;eKjNUX9<2d)HO-gTWBX;Ur~%*s|Gr%6hMlbdilU#Kal#LQ_gWKOpQD^8XwZaWJPbgbHevla%)l`x(4 zCJKwA-Oz}~UVu&spexJA8nL6|5_&RNW<%h@G1*rYoKM*-GMWxjCOTfy+q%yNKJJG# ziJ!D=X6UV86U9`Qv4HWOq0-@`@87r{J^B6RCsZ!}T)+V>|6;*;Yo(L&w92rEdP{##MD~RJGG@N=@@@8fxPGnBURPQ~!wzh^@tg(djkjGh4f|vf z)8VqehblL8JBV@(=`H+F#)6&9+YnB@oh81$r7<7*rGc7eo6oUj5CV5-vBE`llqhJ1 z<>;sb$9h*n+^*u~d??&w5J8~chnn0H=S#5hK0Nc)g^`lLSPm=Jq&}@OZ>qp@KbPHa+%M2hxoyI$X z{?3XN^p7bmWzS*(}v)- z^?^+BOm(I5)b01VikFQre(VPM@CP0D7hw!(cL>Fy(r z+&>rau4G6k;)hrzWVyrn$V|G-FGG_DJ#r@lUK=(Zu*)?&f&l+F z`b$V-F+&~D9~t%)14%YicfiEIBg^e>(l%$A!!8xR^(cZalX=owC$VT_dGjrbuN4}#>iiOY@=P7Ri)mM#l8QXNPg2g`Iozlk`+VZ(G>09^&4cE ze_t-wntzAi1;&_IKBq=VV)+H$!dr^7YDNl`?`E0F)EuHqcgh(k|8gh$4kw-cPItg? zm%_jgdEgL7m*%!!a+EPGE?$5VnWbBaHyL}>SMV{baJ22xo8_B*5wHlV4d zNB9ZXH;L+^(wME;X@=-lE&iOKDhK!jnlG8dimgj}fFPeZPxr4cg=Nu|Vptt^d#!Sq zg}EaRsoJN)H?8%}2-u?3<0#ko*fH8)Qzdy7k{fKitYuQAvV?~8R3e=AiEvSc_~Im zZDC!qahMcg?2(rd?rsDf(UR}{NLv6P9aTNsNMU+2KC9`BO>C{;!3;x=R1Cy1jO zvsIIYIW<)n^ZcP+KPv00M2io{%RMVswz?GQ_E|V-aGaX2zreiQzoG=|Vx~Lbhu!%# zTSMv3&tJVD?}zmtxzX}X->=(MyDTs|$J(9TIWbvzw|iSWj}wO>+#{E1FZ`R8e&`22 z5AHX6FKMa9e|j!h(56Su4;%57+~eyayK3LQg1{!ENV1{~+D`Yns5N2?OiWx8r4^mh zQ{nKQpfrAu*_;?CZ$FZxa%?2z})4!m+ z*S6~g=;vz38oA!y88&z|PCF{e&*>WD`(-t5Vwv%m6FA|dVP(SU*hA?|F<)5Q`)VNf zS+b3qMsMH^b4T^axkHi=5Fxj+Al!*oHk0?$Lr%7{_f4f807u3>klg8=KCn`qfA(Y; z^G|0q!!1%$Uim0vbJ;-#VaaNjelkrc`a^JA-9ggQ8ceU@JTkBA4xaVTwc-`T^*%~# zka8u6b(-+bO<(S|li_pz7V$v8ebjh599!*hWQ&nBE%pPFPHn*YY09qN9i|Y!E2uKy z0y0-Hxc+)(%UJJ7ZZ{k?FQ7@4LrxM?P^;9nR z4!PZS0KB^mt#aj94?sjg<2d%dwjnF1eB9{$B{-m7k@6e|YMivniQ@fj-!GalB#C(g zZSAa)dORkKFB?VYB|<&RU7L&d!1>W6=ttfWCG8y~*Koextxin@O#NT7p7>?v5q*;* zwwB_&=*_;m(#b1*3RMEfd}0AE@=U;_VQMTo9zxgA%k{Tp^ zX53xmogs69l>s+ze&P!~>!dSFIX@LY63M>s0+uMp_?GzSyvDhRRnvot6NI~1MA2icKh_Xug4t$_NP;zsgPS- z3KMEp)4W$0uTE-l-M{YBk21(%T z#WTChdb_~E{9eScwMjm_s}0`M-U3v$@8mG;iIguTp^EbjI~kahpjcQI95Iyma+EDd z@FRmQ1w`f;5AM?BeHNeRyAOAy!Q!!~q{A+{q-{1KM~S*l-7hcc4?cBO)th!YE%H;K zZcScsG@{M0uwYh0lbBsP%EcCGKXt@RWJ9&qaV0_h3^1Y*tp&m2@MmIy4zZf= z%+=l|3q6D1idxMwy?0LM8lp2_>kD}EIHxmu(+`I+ss;JdnV1S8>BbjS0d3_d7##dB z?0@AnZrzn;zY-+Js7tXgr1TOZiugpnyzy%u`YxX@xuJP4aWp*jOE!7!_%6L?;A>JQ zLG!Zs5r3OS34f#ysd_yM@plgOy{Tpc4-iDFS72U)CG2+^ovhZRE9&K_q1}+ij;%|K z{m8ZYN8>N0`*m$UQFOQq|3mVLtmX|)Q>N$_8bq>g$s-3rdT`g|yy#u=yBf5SPxK`y zC!PFdD>2AqI?b*+&imRI=IRTJFygaxMI_(c15I$pFbb6U5(ixvxwv1}${`(O;6#Qi z{m5Xh?@2)Ue+vDo{S5&kGp`I60o9?`_2(Vo4J4DE<8CwI;x31)h`_A%lMoQ4Md z&&!cDchZH)ohH2Zmvg$`F1I&`miSZ`Z2?(S_O;4<|^U<>((MNY1bEPI^9n$=+F@+O^|&mUQ!@w=*+ybN=dRX5aedu~BJX49AJo zuHi8?iLP(@=XSgdX0cnN^SBhYB=F`>MG-m@@}Ke|`OKAJ3;jt=Jt0nvXW_cqX~o$B z-eo1Phi`kh38x`AOskD_=W=2AU9zx1$?rqG>N7T3`}@#YG-!lWDZxZEF>T`ySxh@p zPFdN1RAI`p1Xf|}4D3k%BcT5u6m%9G+V4Cb6n5-n!(lSDUJp$s5Vt$hoYA>bGDEbF zBYhgT>4Opx4Xh_GF?O$CWmdkO)i-@b|1|9>k`Of3Y$Sa$-!Ppc271Y^(aHI}wqNGZpmfP3I%NlntNy|xWqBN)Kq?Sd|XIk+ugxG?z`MO&050Uxj z%R_I5u66S4T$J}t6pY7xee4F^jYDg#nxzYyb={j4(+M2=X&Tq^G@G1g>Xg4P^}q11 z#0czXEr#O%hh!Pwri0K!JBtnkMmT1AUH9k>|8*iR2tTtb$MGB+BGkyVmfD~ytGM{- zha0H8N%LI2cM)jqQ+JE(KrG<^RXEr^&4DskUNkwj+M**FQS_Meefs#Lki2|zs(fBR z(eCqw!DIUOmfv4sANrRvUX7{AT=vEL=h}u&R~6ZcW@%dd7U&&n`KZ(5A}owJ!#O-0 zoaCCLI~|Q6DZ_ehaU*KJxj*qs!?%^bdQ$PG?~l*K-qtD9Wi)54s5mQ8jp3rBZr$7#Sbxp0_ z?r}r_s9H0#dpVO#s3*?l`^nHT*RlSbk~qeZN<_g6;4)7Du?X@n+&DF>O<#$?73ws* zzc5T=E-jT3NqzR(MDuv~R^`4JHv~Fm8^~j^*!R7K1fXo3@VRGb=tiZffLoJSZ^qyU z8_?3Gc*4d|7v}tJ%-csjog((Q9zl_~?cr_s0IeZZd)=6KXb^n$4^|d8H zR8s@&#KrEo6NRX8bWf3)weo5%v>x4!+C=*kRVnRJTJ{iE_|D%i;T&pyBsbwGUDdjj z{XFsob%u1`$=}MXL|;0HV4z9QA(Hl~=kC$Gxz*srV|eg}wL`x(M;? ztlCSSv^yzdTT;z^B$=eXADb*DG<68aNKz`mLVC6cR`hs>Ojxt7b}u_W%Qt{<2lv!8lN$Pg;o2*JQVja%If`x{zm zqE3b-zR?JZ+;-3X4Cx&F_grbx(-K%LkxNtGq^vpmG^nm);>d;5?vkEMJp&_K%Cv0H z;wAezOtW-_jk;kZIK;#jp2q&X9%vJ{o%WH< zY-wWDeBFs4kbnJXBq^h@O@EhhwHMIUA7)~ftLgzX?kGBvw=8Rz_dfcRruS$O`=oQ= ze&oiu$hl-k&Xzl|-EW$fZOn;6-i9CP{KXm{#tke*Ec{Qy ztimK+Fp%UtlRc|v5KrtX1Y8+LS_^a&Bx&dXksC-OaF zVUXzqe?gW#r$tR#+Z-0xr$4Xf>j9_;`&T!u42Z@2#azS6a7W5wcbxsq&?KVz+xz+$ zud+_wnt{c1ZOTl@3(Yq+cTmhA$E-u|B*-T(I5Z*EH*T?5il26GxIMl_z1+rNvahIg zMHX|HENa>=1FGKi3foIQs5Gam&3p0f(^SEh!y#B)J|eoX*Lbj^oH*|$ruGf-ozaS+ zkh`GIWgz0_!gLwV-w#6H&3@WfRbc%^-0=7&eRoxufN(M}pdB7_qyYJN=#84Oi`1!C z;u5>r!ot%MWxXlM9CmvH_3FWF(CD)KR*8b_BOR2?RL{AA<+ zTh>~T7Kctd?vrv!Xe5-{UtWF7@Ra%DxHMU7kYJ(-E}z+-qs(K6kpy^{W zqU+&fC$kzR&%$rPxhYp*9|tCJo{}by-3d5HdOq;yQ?k7^b6$wqLoP+Yt+sHT_){FY zf5?tgX7bP5ao3Z|kTshTkAJ)91%VeidFams25lOypdVc>kKb8PxEV|?2U#B0tVs$$ z|3k9QP6>szQ2o0CeXQlfT^jK^C23iS9pm8;EP5e)&ia?g=?3++;qdQ0J zC#Cr_2y!qPGOJs5tX@th{%s)l6wtLpY*%*g45>eFs`3zcauT+j<)@@NTluqX_E6g; zVFtS8|3ivlq7S5P*OPTZ zKU9&dMa>XcPC@2LlZeRT{+N|kcr7cP7M2jkAv>A-c*DH_s%E+nXMI`rm5rq(4jgLq z3+->kVsx9IgZ5hd5m5~iAEJyteuF$sM*>Ce*W@Ez&2uW0-C3orvu5sO5>Kdp+sw98 zP*hKF?4^4Z^J8EmLg%`~*Z{b;MC?SXmryN6aEDq`&DJo}CJio&Xv^}pM*g{N)cok# z>+XCXvZobu+^AdWhLP>+X|s@Ic#8e2y{EFYNDei7Vw|CE4BhfU#d|q(OX9x53&n}^ z?#&KGi~xR6oIO~;0ZjZ$y-^>J$0}}NKmZX7!?Li)DTA~)+2&Y@;?m1-Gv$-dH_GEy z$nv=;CNE1%Gugd!3LRtFqMt%C(TL z%Bl)}O*yS{cq*4f?hB~=)iJSy#n2_1P4&xbM6n`-ij{iJ%FAty_^bVc`P{E8J1|9V zK`B@lYKr)g-6N5qbd()RH#lK)85*{FM2+?u(2^nKmkBPME#rWV94-B1ZkGVec~2Lt zlFfGy>yKMyH%G=1#fQ^yp4F<$<%0xb6Hc18e91Ux9{IAW4Gpb4w%5yj1`?zA3y(Uo z5$u#Qk6Wv)XI7jK%kSoC58scra^O@XuFY10dogSG?aDsO#9(|t=A=nH56TTf--hh^ z360)slJ=Q#8Y|iCQr!*m_Zx@^6-&frsjrk}9_kDqnaXcMP&PiVT6?QgM1L}36&Z-$ zcSXcnP63&-b)2z$%#tlvBZ0w4uh#9r9C5YGZ|45eEnLfd!8O~9iTNJOC&AAZoNs`I zM|U<fKqy@}hYf=|+<` z)H}x3HuNPwZoW=k)B=+d68#qst}GsOGYmU;@Z0;h2XCBERt_FRjl$!uTf<)l<%Zub z3P0*eRxYYqnU1tr%}5Fktvl&bmXas*wXzc)C`{EiWXUTlK&6~crI93QvbFfh`s!zX z$o}k)O`0khx|7k~i7(saXBU~)oqZN9Wrw$y#{ycoo|bE4>l^eCE@)ek#Y_QWCN1%$uxY^N$p3)+=80>FUPcNJP-jD@I=k)XRoqTn7Lz7?Q{{iaxi|Oi1XP^MBoYTi(|~{RdeIn@CCZ-d)*@d#mDdUGhf;(*|R3%JSc8Udoo6-iSZM zi>dVJVdk%JyFnYB>5%KZ%1^o#pBI+K(GMo&Re3Fo5k+h*@vsl(t$6R7mZrmosSb<+ zqsZ)icg9M#2`>L>M@e&bn5>=KxR@8~aQRCj(%BxJk96gR-0ZVKm{%5MR*PDalP#AK5f9fZlUU93 zQS2n5_NL)Ez^iR z3&L9(q%9C_!1+n#GS|TF(P>AO#AREmRS#S!fN*kqbx`aI5~*P!coa{k*HK=1e zE8QzW4qA+6TZEEO$NrUi=Ths+J9PmLoshFYr;ztwgV&YExu_8Ku zaF>v;l4hGaEzW|CgKQ83K|t%csedsbef7#E|>#w}DxuFL@-#j?!t9)i^ zP7jCpd)s>xRaLb^aOLk6C)*7RtviFq_$pu_ z?-Ze?v44pxY4+#WSE*zfe)syYM|Zw;4*jJ!BYPHwRTW_>PjZSLf@l$<>TOKFI;^g5 zJax9(LKfOO>MRf)>SS@3gXMMvfD4!Q|3hkBM16C6MQ=%td@z4qDM6n7W#i)0NB?Fx z^B~1%$rt;+$!EbTdxg7?M#a_Y)I3f!L2#-J-=(Q4o2hSDVLhwgVgPlDu_*L=Lgm>l zhK^6QSioKnv|VbnZMbKm(0DmPPiM)py}-17EFDNltLe7S<&|K+ZX}Vz@S}J*c&vDa zAyiM0YkZrndzaerjoUx7gXaor_=4h!y+;cJTc#U6SN2IU8o7BY1l`ed?S5rh}HiWq|uA%85wM;{^5M85hUu!& zAh9{B#{P$5bj?G;zg5E-^3(NCQjawax`%YGKovhE-+91BYcV4Eex}Bn)RjOVY;Ih6 znQfgX#@n`cLNn5H)pQBQp1TC#d<2^G8I1@kO=X)pjA2W@1s8J154a>d*mCwfDat2s zaPc&Gjo%hWt8i4*eQybz=D~ z+qe7_Kr-b;Gs$MG-*dF{mZu19=}WI`bs?WCuSu<%{+7?W#Z+rUl+p?F7BY18CdbQ~ zlZGp4Sx{X%YjE1ca#;IDEctQFLDEED@8z>mX8${nx2=-z^6G7g;Qp~D{TbG zNJxD)=ew{Hc>&8SX;v@v&z;W-kdm2$mC#v|%6D4cNxJl1Vy_k)uGp(V#cnNCL|A^m z68#?w(Ii;FX0Anx>*&#BXCpaNSV=dMlM-gn6y?VQ~ZyLa8b*@+8J9U8{L8xS=3 zy;X4vBStaKpLp`5`F&L63rMLzQMqPXQs=lgyh7T{K8(k!8G*`#z--+ExZOE1HbKpL zFB}&EE=Stc{_G<5Uk`xFIJ7&0gZ(3I*X#>=Zl(Kyl;;xZoE{`eYg8N?of6R0qf}&uLPs^+>WWrx8W_zyva>V zYTUak(Stefyx1A)W5Ad^fLu$l*TP!P)l<>@UFzb%(_V%kVD#9mWrRE1#K@P2q{uy( z0DSXu!;N7(Ec~+}BE_ej_LFw%aGW;Z`#WGHOy0zIAyf|+PEf~^K4@b$;fubv-kf8e z*c^-NLr-2)se7U7!b1pSC-Hc%7t+no8)9Ko?;WUXg0djZOl&J`8lWirIPaDZ22_B4 zZg;Inp!W=Y)h zns70sSc~RxanT4PoBK z@QV2?)G88GzRU0v7qlFouNP&qq*fGt*CCzmKjo>mX)s(;rtkhA63Z4kQl7VUVtli> z{qj_sfNQ|79gD6!DRtm_o4kFNUevd5m;;S?wPLk>T*!C>$P<_zH_&~fMd{*zLU6II z#e=~`$cX5hqZ327QVFmJjk0bmC$7DVx0ljozAm^t7^B|pb-Ly`i1ezs#=%&-k#JgB z^zZDqOT~5c{Tsc%Gai27Z-_;|=l|(qCg%vE3^;<`2Na@N=9$cjl@&#%eNQKIdscrz z-7?O_&g01O{mFQ!y#pdYUc>r*UNc>sq3?nP^%nW8oUhoPCNtY3kAsO!lvd`4s=2vNGK({a)DQlH|Ta@q@qPToL4y9(q15 zv*rh+?+HIGaRul^T=JJyIc!_a_|Hh+Ic^fut)x23H$kazr| z_Mxl_%eB}?#{mE*jVO+`7+4Tj#an1;-bf%nq<9szQO;A*Jn&u3Wk*7>PQcp@Cl02m zQ?m~&%X7&bpCk$*q}Pf;j_M=D?;S8jN40G)`~4H>I=L~JweCQ3HPuk}1E%ENQDl+@ zOSvYtfVa2M7D=?xN?!J7Zg>}DC`vH>x#PY`8W zX?~vCEO-5f3@+Z*mhd72wR(7*ffy4sJClgb$WrI-pV5uC;l1F1J}K~%h>l89xg~N_a=AA>b&-9Md?U!TL;#_))y4c$8@wu5gIl@vQB&IhjqzTI+7GwhBZ(b{@r z${i(@Z&||$Z@WiLKlJ~3 zK0;CblKFFpYu$9O1Lj4Aaf9am^ea@%*w8CUK7g%{(}uR&*5cv7Fglaj1usmm-cYtJiTOI&jUigoZl=*ix$dVEgQfcjAMn|+ zisywDCb~4#@p0k@gmw=)_*1GT*KzdHSKK`(TtTEsSM0P_KsKMC_p^Px_kOc_yPET6 zAY(4Y1r>qlmMU zZBcC``@xveW3~b`@%GcqB(aSBLajLa0q&RZFFx(W7^&4rxr@swOrYmDnmhN+z_SmO zQ)5QtPjwl2kW+2{lnt(!c4Td(k5SwR)2TQ?np>z66}?#WUIlW_k;^l5>eau$;s zC5vLyF(q|P^ex(Eju$8;bfGfn!?@FbNIGu5yBSV)=1zeVbhxfY2}0L*qn_|sDe#BH zlIMbdcPGZeTdD!j_qoY`_}esUY-|o#kVC{>+X-Dkn)^RTk7a%>$?0 zhI*08{~>j$)QBlGoP+9OFR@QQ^zX8s{kQ?OLd@Xx;CzClkkw-M z-Xt5kVPrARFZU@A^BHQtihXziPx_3JTOnsk=h+#AmmrY6U?^bs?;4||?A_Zx{~>Kq z%o2_*!)c9B`|%`p&3%~uL#j5;`)!ATEKuMXeK(Kf$i}c-b$@)q4n7aM#=JKXp2{EkYLULSpZ z^@;|QW8YA3g^21AlO5M7DDjf0-FZq1OWX|q)G8%rUUE&Pdtb0C!61h?OGFH*L^PoZ zANQ;$bQ3Hc=n|3Uq_DRgkTbu6C=XFfo1w}*e}VT4Y8&5wL;%j}EpDLQU88R1r&V4c z6`cr@hlFC+r-KJ_i z03{8ufHH&V=TdSUi1S<};R(K{D}6%tjUV{O1wjwqAPs=Ugs+h)_xHRMU)-1L%o`F8 zo2HQQZ%Rf{|0FVxu~auH#0(EP{cu-F5d4ha>&VlRN~`DF$;;7>Q{)<~z z2gWZ`@rGsWjOOX z_GxI%4Z-3zDNyT&byb&!rmj#FeK@;_-A1BBng@x&ma&WvLLH43#nHH*lgo=T8A@ve zaHeti<;vd&dQ8~k#(nyVSy5SHEHO{KNrHn=0Iv9l4+W}=?1OBOVtgk5j;;Q1`|}j* za$>B;_|au2{m3G@cxlZjo`Xo+WY}HM zwteY&(a-y8_u6H6Y)*#*e0eJjDJaf84}*ffahBo>NfHW9!-k z%JU}Ye-ayy4)I@0YV*%@IdX+Cd&$u4EeUSL|16DjPc-_di#1o~VZ=}3px6o*s1d`J`@(-1NZSy;)R~c<)F)Ql zc$p?@5o|13qK@^8g1BmG<=+mqc5Iy@l}`U&^huUt@yr_DyQ(C4_m;3<-7b!%S-dbr zzM*-hzdp^(Utx?LBA*sT$oGXQS7Jl6pF*)`m#8Xds#Q z5+Uh|hOo3aLPW&(vT=Ua0=UQgF!jXBuZ)TWu3N;lj_0mWY$qJ(2*6!D7&!QfmcLVT zKh4}}*GZ?$A+!`6n#Bw?U=(q^+w^FR zueqNzO(AnULB|QYie9gVePF6>Y{*eG;t;dQ)&D!0*VQr}$$rZ?b>nUFZDI_cvN!PJ zRjx^#^wdag*TYhsJJ>qMcAVDXh5D#nG!u^-=p%Vf zI$am`jc>r5p0yiS(+?AU@A`_rx4m~Ou95Ud=@7-NFXwg<|B99ZGqh9|Lhx~!i17Br zqtaN3E`)Q1uJLpJWzeVo4Gr(!d{W%x&m?U#mkG{_C--{nTTc({ALl>UZLSUU^i#Gm zGo3TGG||E?^uoTu8+i7`)xTMOr2w-A zC>_qRAbI}4yTZGRe7uF$?rnq@I5?kK@qNNpac!$Y0Ez_G6Z-j+ioDIpbec$OIBt1x zt^=M@#G?>-UbQ3XxXI+e^EI3W422GuKCF zC({M?p-)7YJy9R#VeZHXIajd z8G=C}U~oEm{e%0;V8$YJuu63E-2Sg)mo)PCHk@`H_m`W@sR=xpExLDXh79!F6*3HwP~ zC2>LqDQ%b-Ra+n|IV@-4!AED&M7tqGKRR_`3OY@jV4QhFuypUKlhG}Z*Uj(;SE*^8 zfOu<(STfFM$(XOPjGV{HdGX{FY}2i$>Qre2CrtV~jiU4QoI+vmk`V$yC7PI=1-&xT z=Mt4cW4c}0DDjmOS{S`juFO#{tBjn`=o|_n9hxLyazR9$g|;rKzwJaE`B&xd%DWu<4DUW>M%uZsvs8Ebcdi0Hn|p;FLnE0fJ5LsDmaGqWa^OCc>5RHPVFCmR_ zl{*g=o}p)F22v-d?||-g2ZBm`D;CEW-}PmM7^HpIXSXioZi$owe2Zy94GxOc)uie+}Q`9NZ<8QQ7ffO#vxcD)tf^!4>n)tM!ju?P38PU!hhVhkxU2Z z8OF*|{9WE@*}mSIYBGrsSspE=7sQOPYKd1@`PeKO4k()Cq)9(M&Jfy{7cK)Y*V3xW z3Gnj&63FdrE4|#^ua4b{zEXbrwklPj__At%h<*pnwF@ZrcH@7tK>hw1%A`3-q}GibCa_7qp{=g_)YPpU%9>aqo0%KpapxbZOACDYGB+86nk-qlkVHe>CJ6XWj@t zgrwx{7~yosDIR-7T}NT>LqGX89kk2en7p7g2Sxh2w@AjF!sl$_I4y`6zMQ&}-B3aJ zA)D?Ufkgab%D?$iD2$ixN{8QWzPXEzkNtZO1!#HxD8t?43BJlcC78R{waeu*?`_01 zofmy-mzuEia@by3;zfdVV|zb~m)#qeDC}4^3iI|8F8qhowDKB~XW=1U3|}@-xxK^7 zuI%&t10f7?5IFzBS{2(}`c3D<4_rfTOHo9vdBHU_4e+bftw2KbLUohOb2gW&!)HrJ zGYA(@e$E-^(3g8F(z|a^7__1e2&&Q=`yk%yEFyzD))JYR6r<-7x(4IOyY+TgWJ+~3 zU+5$uz+OUEddfkK;y3vS1lJPG7N^fSTL+teD^2(A6Tt@9Y@`=~8LqQ@f(bYE2Nj9m zDs%WfAqwhui&_*<3SU#)z9GMH@Ix8wU7afBJ_p#Zw+hbohOk)$ORH`bAny!6APCTtKK19H)M?N={v8qA+|QRO z!F1c4#&7l><|_^d9Ijg}(ya-xuDA!8hN>xO4IE6lQaU`5v|?T6qR|iX8>QuY@PNY@ z>W+uMw>c@~xV}_tgpE~hya+AkQ#w>x5&a`o)_;cy_B;^;|&O@hTMwQ=iM1@oR#e zmJ*m>d8qhS+g0wVx5lxkuKy_i^0=D|K#{It*IJl9_xhd|tHW#@8EIa|v@lwcCYf%~ zK4R3$+(+dC2$vxuOzw2;@i9H^JB7WkGS=>0W9xL~^3_dhy<$|@)Vx&a#6$W=f6i*d zRLju1Z+AFvSJjJ?=6t(N&Xc=!VEF8-Gg~B_&PbCma5P|l4WNjVV zHqi1DIEdln)(rM{i@nr(2ITUSsoV$S_`4AN5BT;3I&w&F+tg*6S{rQNs%CDaxC$I! z-`r4C&ee-Mid#=+bEdiAE%C{`OrIR$Sm^wyRrL_apM}gU6b8$BlEuj4YZ7b7;v@b4 zpGhT_!fcjEAah}27Xr_M&SU4vYs|jfP$S;uo>(?e8F4x_sYu^IkbpjOVljU+oC&2* za?I7Fjply{wFwjc4@peV3^g2LL|5C^+>|A17L`39_khD7C&GMo)a%t@(eNY>ml!9? z`43540BbGB)zfp_i!|M$K6ymlRSi4{QJe(YFA2Y7CFJx*_jkj+QI^yimvhh(=mQy> zDU`o9wY0f$^@cRF;QoiCTQpAzn*hU$(-RBVy!|p>-^}13dM*meBiW0Z(-|o(%sx4l zLS&dUfxN7>$}+C2T;XV%i^(*9Po-&#F!4ywh3(TY82U`HJGvW)jsmBjMwhNQ+6ri()nR94oZ8i% z#4>ylLm0hX@zg#pI|>=CNLGJ~*j#juD3YJsk330=c;h1NFfa|fFui0dCv8ZAes%-& zVHcxCZV=%TNtP1qjDx+v*(J!=kkWc?Snfm__u+cVLWAWRz_9T&p!Xk_*Rr< zLS>R^Ny(H4#-7iL^Qd(<}vKaQSX>hfT8~n|D$^7GRmV4V*d&6sPWeMAmcG?up!bxAIDid zAc*uZoj}mr*3Nd=wLj)&X1?u<_-wvceIy$DRZ8UicbBvIiz+{`U#5jk{N$dBX7LyFoa{5X1p1D{eBTUo zEQwkFrd4FbFjT^gxh*kZR!pha<7MN%V>4R1p_+1T{lXhDu6>{94w3D^rJcB{Qb0ci z0C;=2J28g&`{xyI+yk|48)5omP78pp*}Gq8i$W3`+`^e;bgXT{xa%3}~Z z^dFVdz9YSvU(w2jPm`P>hmb|QJrrR)icH?AZ!&*_A*cEo%x_a)?-gveu)9g;DNLNG zB>qZyS1@PmYMg)dRzTeYIzXv?pKj`RNtT4X*0%U z_P|5WSBeY5obr7;(+rJ=Bd1;3y^47CiTKUme)k-U4&O}1ZOD)JykI`;^@MYciSq3s zc^!>($cKRZnvhK+5!BaN&qfb69ldv+eZE@+VTSaeT@?l$iu7vEi271vqv(!ec{Au?!^N_&VlX#b`C;Ixy!5D4oC2ry%`tg~jm8EJ`qD#8#mET{ z`AaTS|KP&^STP;Q$Zu<}he`NGd6=z(gf~$ch|b&&fUv`_3G^QuN(<1K0n|{*KI2dI zb5%WKXE>=#+uU2b#(TLD6h|fPnd=Q4KTz0+nDPhv>>J@^R5opJUBi42VpQ>jf>NE% zr&=<_O5VKl+cb-Ug=Km?z$n^?TN8@B-2R8h?ZCHH2cARlSm$l7&sP3-dkOP-T{S08 zG8u_LzN!?1s)=Q&ki%~WriWKPL+>AU=c%=CZU7H5T-B() zYg$^rF5W~8#}3jByp_XQ6L&cl+P-~TQ=U-HTB9+ED!#a66eTg{Uyv;78@=lx(|?wB zd&!&ieMOzE_tcTp+HomT7E#X~fS{WtR2q)ju=*cQq}do|ufG}EEhUK#^I^aa8(k!i z&$pfxGYMd0g*ftlQt-ueNqW!&mDms3xl_A4)l~#{P@wGxro|Q7jaC5V%mb?LmXTxM zs?*QQJ8i@$xL&O)HpL2%A-#Hx3t!nS?ENmjpi@&Wl*6F?Ah9<(>=zw=DGZ&F{z&Bi z(fRkf>6T=i%kAc{%8YfcH4mtQM{bnyB_?;P!NsV$yH#;xV!I`a4&RH%F`UO$3OnLr zdv>E1(W5Im*h+y{wf*qTNA*~hz5SoLMnm#&EN-_jRSw5@Abi)>{2kdZ8fxPoe;y(Z z0bc!ZceqIuLzWnupbGuFcqB=`OQ&4`lbTITPr4hz#NzHdnZfmYg{|mfbElH@WUw8N zp2%xNsHHh=*{XPWe=!exQ2_eR~=tA$5_!n5z7W(Tu-sy zuy?~LY7_s=3IZVyuhMl@LLQ`)F9mMAQmU7kAi^KNoV`HIDdyEf(%Fcq+OsTUUZjfX zEozc-l{bZ&JrjD8e;k(bVlTZ15rDnz)cgUGz>&Ai)O1_6X-1Z=3s*;Q1MKI@H{x^( zJ^~G^5*kqi5L?(b1yD)d8EE~Jb;u@Mr(I3p=Q%#*_Vs~um+qcoPq||6N)hb5G?L8< zd~bZBqq+6XT8cn_E3vdg7#fd|!lvt+x>r~F(dg)04#g|?GE16gsr{5?bFCA0wT<6C zWu-_ZzW`VHhK-E=C~Gi{^k-WsZup!TzX%?$7cGQEc`n?7t4ZYkJWR;YHqz1V-n7B! zX7$blw*fgR{dyula^+H-{K^%xox=RfuI?>gt?TPeA_&WLuX?cIX&2j7P$1tUHewUQ zb7HC2;bZSRMRM>z?XO6c^*gOK6*>&9HUFebyt`hy`QyS8C3~G$EfNN@{BubzB83xl zYfMGn76;t|uSvO2^Z%^qjfcQ1>`rPJ3FFxL4s49_cQE40d|shv%Xw+$MRc-ZL36c{tQ(;w?x*A z);(-)wNAHg3r~U@MybFbfecGF9^~o3oYFII^1cB@CU|j`3C^lSE?{rq%vZOIiFU*&G#1Q z469{YE|;^P*nIcc4Q=ALR?1tkL%+Jj`ptWscW${<1$ReT4BRgDx|`KkI%!P2(#eY! z;t9s`}_vD1j6*q70+US;7C*V?<0;B4l%vz0%&%p3>LY0-dorFuzaVd zfJz1B`bHm;V?hDQFZxWr5RT2#mK%{Eiu$5%9@!5MJ4v6;$J8&YC1+^@s6gjS+dlIg zWOw#nENr58#L)gtzE_>JXfGcSIijchKcso6mrm5_UwUsr^|ANu`Ay%*uMt_Y0{&4Q z9}2Dihpn>;YU>TVJrr76iWFMht+=~GDemr8oZ#+SihH5O-AT|8w75fXOK^90`=5L> zXU=>V=ipMHh)=g4&ZbR9H5l^@(PR*C(=bMh4izn?=+ zdTiNA+{@I0SLmn~GO{5Kqh$$=QA)9u%4m7^TGFnBhaFzc&lmR#WJMwdc-!-Lwr27w znxc^fHRiL`KW48Fj(3L=EScmEMUTe86sSJQX{+);w&#)ubX?H7KRLGn6zfh#Aco61 zlU{gB->l_HXg~^IRJQ^_U(sgAxDWam8z{4>)%}BJ2#quOK;IxI0{(rPAtQz&>5}g; zOf;}+T7=cr@*f^QliDy#+{py(xnMQBe|D{I2bB7hsL@totbOm!2{lB zIwgXI6uqM{7N*H+4XLz6Lr_?Pm4fiz-VA1dvk51PI>m>uq4fc#!MChpGg9DP zKpHzG*>}a!;5Av43*P0GLqQK2AndrH=m4-e`gC-3?c6Y&Q>iLr#+P`Hj^I7$Jb(6P zZ7T3CRlL({C>Jf(fo)x^zw*xRH_@n0v*yDi;Vu6mt%~H$x46BHOz6_4ly^sL2@7)2 zVC~|~tx>j)pdacx2nc!dr*dm;7MB)L)qIeu;nXn?K=72+Ow8)!aG04Je=qeO+n#OL z(Pm)&Hn|}%cl0hnRw<#g0_B`{-Uu%3?M(YQ-)Ec9O7y6ZYq!PGy)=;~MV>xgirW&8 zceK~rQ?zYar1Wdj7vt!>->xR*L8LI=8O~X!@dnSxxUCs))1xy3lrAw6`~#;}`)c{F zH?l;JSL19tuGKuPx$Ya|Tt}wS4#(W2wr|GWba$fs{UDG%b)UQ5b35D;aIG^F1FqaC zxoaE1=7Q)MuypLe>H+@_t`DV*5Idyo0%5AEQ?dP^d6B9X*bk2BIKZd7DFR{qk1yP|$LGEVYXmcTj*daU}0{@OSTR91JldoWB(4dBLtLy~SleB#0NC zG|F4yS8~JdaQnyPYn{7_NAjxi{FrzN&>@oqfh^N6HWJodE`Fg97SFPH^V;v2$2sfmQMFM^QKMgB=Wh^z$v$ zd?08Kk5)D2T8b+VgD}^1aPW&CK zsM3E(*oP1ym7*)*EPW2Ts9Xgb@xLMqAc}?uj^*#GmbgemqeGMn@vF9v+4Rs%0+;u1 ze_JMw)afAkAn70uErjqdJf>t##!Gii}|O zO(hQ9355S7#G~;>m+zep``(a&9={`rL`LH>f1E3S9g=(f>lgm!^T#t z%OAMR0xAg^dx=K6<`=|vU~B?Ap`X+;wJED2aze<>sd*}3(rhqJqs2%jKM&cPTiD*y zw@V#}TeG4kWr#TJuA*IYc^p+v*W9$mKOOto`oJ7&PKT>o*s*e0q|p z>Yv>X-OD=k)BbboINNmocTak`%>R?bUJK}x(pcmUs^E~=uMVk!g=9Ne;0&BWCkuyh zkR)++aKl8awv&cXG|~?i?kJq&(bUHGEbNsBza47+DDWhle%2Oq2u{T8jJ%U%q3trS-FxU)1HR)mS?(0yP|S!~P^L zx~MiZYk126Z1d!Tt36(XD4bjWun`|b5#esa*CgcCR{pJABw1J}EI8tyc_OrB>vYx? zW%9K0L8Mjmja>mvV61WWM!iFu0g_ztYE>^?A<9NZ{EQ+O{k&eksJ zy0p8aJ+xN_R*e)@|3wc+Ajubk(d;W}@RJS4sRZFT zEbqzh`wd&?op`rD)xYG93xEgrQ-oOS~i zyhK`0smfNI|1j*st-|ewZu)KYO28}QC4E>{oGR7YXv^vd;&=`l8?v)VgM#AFV2em< z=E}Kab1h`n$qHl3uktNL;6>Mq-Gtm)`Hp40aGPDt>DxG`?>H%^TZMc1m3Os9aD#zc z%UzgsFlW$tzsGrBtJUv6{9{$Ff@_p$M4};&Sj=CKv_h+&BP1EcS4b%aS_HHFh*&=w zct@G%I%dZAuoU!uH{Dq-_PieFH=L&KfW$3@(x(ah-U@BFugc3($vm0tNdNGZAK%k@ zg4^RC$arE2hD2DSavGfuFfPeVD*^chw;1JJsL+vnzH%_hn=$1ozO^>ZvZdX-s3N%4 zv|HdDAql{8ZNxAOMHI-hKHNR^KEHxbj3w}cDd*^-Ox zx%7MKN`9s~t3UNdP-Gz7Jute{KeuhMdr^q}aXT*M3&xG;1n*=e6N5Gq5(m;T;|*LT z&b(p{-Cih$(T)+Isa6=nfb_rC|1VRM-hQ3kGqlJq&r0?FF+Nkw|C1krhkJIIG2@VV z0E(}c@kZiKLroIW!K)C8)?bY7AGYiU~+W6Uy!P!6gvO;VGq<+$fhs1 zW?vOJCW!Zu6V5n1^NWIie@KVWj?P7s?(y!_t^_8?*+hhk&Lv^*n!mgHNt75ETi3(*RUmnz?$vbj$^4zCOYCZ@FxNiUP*zF4|W$10zI= zvIo%LQTpWpy;ga%`!`CWznq$PAKi?*lcSwe&7DR-^T*PW&?MerAS^YDI)Cjw=EVHM z)g6~`?Sk-T18i`Qi0768SPFyaj2fzL{<^wfW1Rt|pd8jHfO6aSJb&l;HcrbV_#mnr zs%yEnkxRZ8-lv}-QaF0E+3@35GOSG5BvT)+5q3^%xn-)JR$Qd(@}l$BwH`+xUjt<2 ziXu%cf1%1)wS;HQviSo`_%0(v;Mrdr*{Zldph4CQr2?b6K9^Z;lT>FHE6Z8NXFPuE zUe`1gbqG(S?Kkt}-QaZV_Jwr(jLeAuP8l7oMDsIq-o;L%j={}nEzLN&8O7@G05jI~ z+IZvVH(u;(H{uG{g4%i&^>iesUY`N{L3FJxb@drk4RT}kD!Qi(2*^X%95Bb_NP12CY#*?{v+9L2@l5Q!7aOTl;snf19;Cxqz&Svc=?tF7mJx zs9{!-kW9hSuRZY0lri=Q1B%Oy4;H(iKcc+oolrCZVZ)&wex7XmNk)&E|5@KMO z$6|SU8GVv>nm65^5-4Pj1`9_aKKHo+o}t56qJ{Fy5_px^W5FE)NcB(&T3ELAF5WP8i+by_F?-q2Tr_vvAHB@g5`k0{1d{2S;AMoV{$Ki<7k<>G`A z>#NAoyks8pOuU_NE|aZTHR>13Ui5J!5HPxC@qb~?nY^BKES^*EnP71w!U$4(-~H@A ze->^%i^I-y)G21jl@Xm5%c3NRnJ6_mtCi`N()sN`K%c&u?-%>cXd2kup$G0h5<7t* zfHHes<+Vy~h-O!kxhwz0nv0GZLX&OLp+CiLPMjS_wF=FWS?vI*YPRWJ-+CJn246y9Xm6%@d)^eK-5biF)4u*_;&uM&g; zreXBHL>IF~q3Qh{UXk-=Z)rL|00ZK{SJiNd){IwtprGU5z-xeDL9;n{(A6fYq_2K# zDKMuVkQ8v(PV)EO;>83;{yG(rB?O1Smj^`FX-M$DVVBjN7|o}auN?MFD{92E)I>z>ute`in=MMlQd_t1IPShoXg3XHw;=83@gPcLYjNJa?A6cJ2OtzCp6L9 z>ATuW2?tr`J&nFQLjG{OkeUey~d2gw^x*GbY zqov4)_4!{p-nS=WAAtn{v)Cc-adXOU9O-$ED0@v04Tqh5;_N$yb72)EMNW}9T@Afk z#+uMnzrRF~|B(DYE=-)Yacq787OHjtS(z@%BzKqh~nw3lx6U-Xq>g z$j{~C(>d!*?_I9DNM%b!;B>>Xah+=jdXJ&ZKse0E|0`>-+7qW4}bU2~W+VcBng4`U2 z#NIAiO$i{PfN@U6)r*PQ(y{c91!=upx(iE62x-*d7@CCrBC-||5=#D;L*{*rx`O0Q z%r`TALPqJ{%wdw8Lulh9UexW<*C(32tw(m=G4NO_T^02OZ&Zq_n8!~yHKG^EgK<1= z3daoE-6(O{2|lR4iT zgbT~7H(8O(QtH-4b-zrzEzSu!^(h@|p*0_u@hj~9TD_T$U z@R2m7x3-F;NeI$D=H||QQ}?z3!tCo%K0TOBeR10HV_$&(vsXp;(bVavo&8$(-BJx- zJLuybO!QFFmnTWKbYp76Vas`}m|W~{b?Nb`1^uYCU)j$fN<*KN?IlI0a}!h+G_}Q} zYq2@lLdw0{-f<8^U8m2KW$S-P-pvu`hP)AolfGvj67v>I6pcgfR?MD= zxQi3+N1~*vp+u(#v7(quds|Q|sq>afF* zS)yJa5gYLjf`tF~Ax>0A9u(g5kf%P4({RZwzWFgY-onoAKO{V|Vr1>$soqyl@CH{f z_`2RjHEHX5+(Oc%J}7vX$za$oB|ya*5RZ%ZN}u!}(mu`Oyq_G!mc@`EbJ@Xn-skBP* z{e9(vYU)?*xK;Us6bY28aj&`Vdn1xFa=^kd2c_J}A2>?p8M6_OBetfW|JyI> z#$SI)pG7tvEg9Iv7p48X8i2ds90Q>A=X_{zWsA_Vy7 zFQLVGy$(#9TqDKukrwHzGxrziY3m;>BJ)RQOfl9I&J z+=S+~qyp`PF6S4JRf5-9&<+8`=it%);$q-t7NkaD&pN3V0lV|qdz4bPq z$*rDd&ehqEuiOaGWm>vVhpq>ntu%>tn?J{UYwwx}w#r^8x07wf`%VOKz7{t1wP`xQ ziW*fSyLBRu8|-oU4(Np?A8}Q8;FPZli|KT=Vs*@=Fin@i+8SF!_a3Loi* za2gFA7S-t@CGN=A9BA4u{2=hO$`X^ZIAeDS9Pq6^FaR*eGx=mWq!_Y`pOkV0m-zJr zM)nDP*JxLta1?rn{L3|OTiOb5{Br__W^AIC&z5ca7TW?gZi4E!w z6L)ID)9)cHQE~(R7pooaPu6;#C*q2P=Csl!7Q;}1SD8xOxl#}FolefI3jstZ=2t3| zXeS&w@^Jb`-B^79tR@1?9INGcyQv`t-J?Mb{&0+V{QpCWnSSs?MG^5W>7+98+%m?H zuC{X@jKAv|8j*N#VU`#DR&}>DXG?G{9%+_Fhdaz@M~cgZ<$C2u{#H!(AvyqKo*;|| z|KEbMV^Q;^!ctKkjL5hlLH1r}zM#;)iLGw+TR_sizV>Cf*o*As!k3EC&3)@l*skHH zv4R97^vl%KLt3k3B z9WMv2Fi8`=KxVevfjbR}Z^Oh0m5oKr;qkSPS<)zV*gfn$Zy|LE8!F8!s(f))Y%AG} z$cR7Lw-pRExYCZ09PpJ_{=~_;iJg6M`!-Ed{BMn%PjFxpbs2ryz}p{3#Lj<6#)(6W zB1Eu%KhDYgYhtwZ9bf5)lXx3llzoZWp7lGgU>9U)YzUa7168kT->o!t(ja#(1z%Kv zl|RIvGX*(V5xNeQsoLM&%CQmbYKCdc^1`9jVD`VgvmQ??T-%1G^l8*D1Fr<+`FB7$ z5mirfGZy+#Co1(2`5mp>cOclIoip+NDy3@U0Z81H`*JEsd=F1o?|dBk2MtzT%DtQ=SNIzU1uIJ6e|$N{!SP~7~Hyoy=5GjlV0FR<@51v(6pTX`y29K z?QUdZo7V6*h|J5LJG|L@@BYVMA%&|(EBbe#iDP-ExoZj;)2|v>USq?leyP=(Xypp{%h+o7Ht^kGl5vRqsZHk`dMEW7(pC@G; z8Q%UQ69tsv_iCLx=;5F`{?0GX+h9LHbNzD_4162Pg3%CkHv&bW&~{q72HCStX2msG zpRLZ3vWK(vLt-3o`2;`Y}#t)`U7Vk@YnA>Dy zY(Wy7og?y(3#wZ!Cd&A;=kJsHR_@KPUq_8UdsX4b-C8~tK9~?TaV8P#6-6L6LOTgW zSqyRKF`+m|<(owQ(pr@+?Ef8s^bYb&1gfxA^Za#O6iC@4^&rv0p3FSpC1U}Y2!*SP z=-H+3Q_P@q$!^L~M11!!cua{Q{=pt`?R=sWVXF7f^x9=Biuy*}V1rk&<*bGb#2&Zs znIcohdGZk(VLs)(Krsbq8cN8fei)GbCM!+e)0~xp8iT!>ntlsBknZ&Tod#`Co%J~3 zL-TKIOtDBHNblO`)OK!H46ORb!Yb}+Hn^*_KKy!DdtDt%5-hZi7pjm@1-}60DW0F) z7WpJC8boGO?Zm@oZ8Gpxb zO&hCn%3B@OyvA!WFSL8bj&O3uzD=mzx>G<>6JMd|LG$7rv#%Skv}X^lG$Jadu`k4+ z1?-Ctw3IRLE2Tjg#LDnXJWd4VEiJP7SJaoJ1)*fz7y>F88qobO43O(5!0Ew5F&TZdFX?=wnOkb?(b;t0cCH?_B zbYs*jm5KzEvF0hri;z_xT*+X3bVbj*Npf?2J=kq!cErCL)^xTWnHc5m{&;VZ*=@cv zUfc1zscypFrMO8K=ZikkufDhLSLBHOd)g!R{WXw!x`*l~B-(-^q*_$G2S|49?VVcn zpxi+vd3kz6|Btz{=G$*loib^3r;mtsAhU%_Nnwl>IzwT||6at5(v&4%`dGiH%l%Ix zA@cuSZ`5N96p+FIwrpA~=fxo&tNEMFCsI^%rI)hs&;KKzUelUYWU1ew3^RHsFoEPXyxVS}H@7$M zN#C9e6UbFf{wen+c@f($tDoDR-=LtSwYj-PGLK!5ihI@q!VBC0Dqx~hxjZTuucEGy zri7t7=A9z?l;bL-l@n4E6}-$cw=!puVq_hwX`b%YQtl3Ts(-K~Yb9y&vzZtNAkW!P(fRt>|I9}z)+CtIMg26X#l01P+fNS`NBbR6GlXKytt zP7M>nnNXQar^czk8ycs3?*@{wI=b`Luv6Y0fks8{z#%Bhx|-|GpA5==0a*f;Rng70 zJEPr`WNQqdlRTINeS8b23;g^}5KM}{@{$lzvp`H|*gcIz14PX+U81NuZlLAsv{9mm zwt$LIChpOIcn1rLDDq}4@7ZUz9NU>;?=Mbc==tLQxf0LJqc?`tN135@*>FQC#>E(! zZ?`ZNSHz6BveiN8S4%m=FKoz4{nai-I`56eBsw_U?XHX!^^ng4A|}|{I-Aq@WazCq zY{#$77@%9NaBB4re_!k@jc_2C9AJQrbo4}%7+60bJAUhp^x9$95Fo_Y>|ey0=rZ)< zgL9vD|AyW1pIz&R1QSfIE#tQ4mbtwa^h%;_^U>g&s{Hfx#CHXo%xKwoGbu{csiUArsv0>RE!E| z1*ZMecC8Wp;E0p8#oen9;I!AR<}I`tpc^dj=P4@x`(c+mTnvu)=y@uBIL2Nbg@!)i z%F@}6-pEr=1AW14eY%4AJ~2nq&8d>}b7P#>^mIiOtC}mpX_htO5r?sv%B!*;C?Y%! zJ5-;<$e1>%XhLi}AJn{QulxP6atiHWR=@dl($yMq*#GSENHjdAxI&d#i$BR@v4X$0 zg~GkoI4u3mJn?{}Ts;BvUWqiwt^>?WH%!WI9V~Y57cWeS4>%2vbaf1jl(!x9$>}!K zv&xB{FV6JE$m(a~Abb~!&ZtZq6EKn_)l#7a^Q{`}LwwEUqx9p2PpXu-W?N?aT%w{! zP=nKrufAXKwYyk^b&Dk3rxkV`6;5bopGEoeeCZk!v0;6RyABS~oL%PkX2hmneAGa+Tj5#d<02o*X>UY>i97^`7s^mttL}!z$O}{dn-3PR#HJq4HRQ(8;Bv zJasj|Ek8fs9S&_lhE|&VC!sti0CrC+aOE{rp#3-eC8J4((zrN8aQo2)Z&bgv?l#%0 zX?uV(*7`cW?B0Q>_>Z|0K3nx_myRg38Wwf6V-t;yGl;treLZmn6cv5uw{ylEC>^Kk zehcIL<2|S}r`&3Fo9gcQF2~!E+gRj6=@Qh3a_{1AW>K~!O)9#;Z3S1x_`9Z*(mS3G z^L3JPv=oGia>*KWVkO{rYd(F2J4Cv1N*G?8nMAwh!VM$)azKOTpHKNEm1*}D@V_>zmOUp z^?N%lS!a5a6_b7BGhL%bh6X3}qebG_f|YBrtS5jJpDKUO<|hw?XqV0$dS)uYoO*uj z%Gpk!PE%hS9Zlg=0adoUFX~s$Kd_!251Bn97|(S74~Zq*> z#smqw8AGCSa)gbi*JTSZ>^3%fl#BG522h)EDwtEwmR4%IP$XhQ5H(+Y`fc}xqy>ml0P_6e#>*7~cfVVGS z=(%hy3~d+FMa2ke@&mk3v3Ac!5ZNlRA=k3+Oc1O} zJLuP^HJEz)MPm*_;c9{;EwRtby&l&hUQV>djd}72D#lm@@3!!3%TOfLNA99s4-2L- zY911tw!;zsIhz)yj8{Qw8li#q#G3l3ap)DsAQ|m~K63IOQb6K)<&|sYzTUxZ^U-T} z>3yp&>+uHX$W-Fj?WUOpoP~(7J%x|MuhuCm^?RXzUlJ%kz#M5PgIJ9tTq&@Fw<(B* z1;MdI#|S41@yXFzPnCvT)Ul+iGv+ep+dcrT6UWdN(PRCfs((D$#}pVjThGBo4TGRE$`yCI)UWy=pkrFy)j-!vWb z-~D~^defGzZUhBx8B@soGZZdM8h&;pKGl0cabH-p&Qve0{_yR$KTT;71h04ef_Q`o z(RKLl?o1(%5vuqUAzGy~+V^M^RZSnO(q`J&sD!H8i<0<16$8WE&qgIYJ;m>1#?G6x zoW_BP-{orPh}M`nFDDb0J!=GKYeb|#N6PpGqI26gpDraGyf7o{YY?4m691QPB(a6( z^f?5l+i!(FxwyxGz5N3n$#TxoYdosqv)AY@VrjihbEM$K%N-N9)ZN9?g7bgT)pk^k zdOP(wVn=dhgdE3%9R}w$(LbT9WOE-M;0Ac71*MtbQ_aa=O zF1}*zsYa^>mBwUFtSakyV3sPDUz{O7ai9P>Wz!WN?PN{N))g+ohYi}9EMJ!`n8=}@L>qQ)i7Q^olM8M>VKKu)lA;hAB5>|Ky+f)&m3 z6@teHkQwh|p8=1++PNaz77ZcKbASBNS{r+p93*Xi z_mDv@I*Up!{xfGWY{r|+kF#8i#2I{kb6Vu(ehUX{-_X{gJQQ*KY? z-#Z~*RtU@l-rJH^1K1#Huoo|qwxgj2WExQ#gT5wERx11v7_|sJGoDi5tb=vTx{J|X z7=>#oe^dxCf;Vx(9~RuE9uxoII;5z zdIAQpd3!f?(6JP`-6!mqTM}S!5ypKIA*-#LJ?%E7*`Co@!|)l1Z`=jfyf z|IX0sVXEo`>YALbow*rAFd>rrS#KA*NXwZoD(fcBZEUn4v$RqQt7TX=szsJ{b2o`e zo3<(Y;4UrKqMYOuA6ZV_;P@<~%jv@afnE?9=&`yPJUAr~#(f%+{SZLtqbj5ln5>%-D$99$zNegLK#^`{;2 zSJfksT_i<0T!Pa)H_FDAng}XNVC|9Gp0l2#@aDyxl{Dm6Hm|s#Zyi`y{X)Fui?B4v z-={ESN|Df9*O`kNL{tQ(D-dSbN%BpZQM@PLnf|JuuoxbvtK*>^J4IgS_zBYZi)xzZ z;{$qT%hl#6=24VW9Okqu#c-lY%iupI;91NfoafPqbAoUrnyi*6(!mpDwG|pQmE|S3 ze+pW!Z}N}L&|t72$yr`!DC=iZ#vLX>lO;(D9incBZmG4;ZYMi|P?Lt>OP>Owx{#1g zW#=J0n1PP0K#!+p6NW8}c$YrHbFnkghTPZRMlc`w9@2@RL4dp(e7W2EQ~IjyZd?k# zOn2lilZE7nFLrF>1JJ@VTHar{^aE5JA)e!UHJxq^j(lugIXH2g5logf3yzoFns`QU z6wxe`<)N@or6$YO9uTGy;h$68SN6>f4Rqb8!5Ia(KI8r(6h{D%9}~ox1~-xi>5mUh zTMmLaCRsgMv0kkjqR-ObSfo0SCqubc+l9Z)IC}zR-V?<4DA|M%B6;Phq+S2k81%NU zACMYk+QwPNF|pc+XJQ5%oThz~Cu#SWm735zQ>aqcCG!AfM6Un!2DHXU3@v(5tmI-z zQj~*6RW01N{#v>8zV}M;TgO3wn0Sj0#BtIO(tZ-iQe6zlbrXR~q4Rp}MyaU6NJq!A z_X{E=cG7=YiA^knzZ87l=VY5yF+_Zg$jy)D!N3DoR8+&Rlfm^u#2|A+G**Y zbAG?OcUQ@k@r@SP`32LyO6zW#r{;p=-o}nrXdXx#p|Uvj1*@x0094bzyKa|$hDK-e z_7`_DxD&+8zHuxmQ^xoNJ;;076Q9r9vbz&e`%oP3_yYi8SfpLA#Gd%tWZJ_UpGKzQ z%5H6DqBfX-M2Po;9t#;JJKu5-_HX;HdV+r?)6XTufc5jqgGNNxNrc~%JQ;799I(O_ znZEiBd%diV0_Y}_l{?5{ws-z_S|ILf5+ik=iN-D7VMgY#i%k;B7&PYq9fIP_u2(%* zi$;kub89swNGFc|NZ<~KUsPLGANT!nTgi$}=tB7qHF4+({mpLT43H@Gz^Di zxyilQ{|=&Vj!TzD!rrtPzCJKI&Cctw&E%z@as=JVyHv00kJJjw1f!45iikyiMGo<0 zZ9^rVCZ}r2B;4?~g`@0J2HzYCi>mmK>-f`yap1+0DJIAA+dm*>p*zm;GwfGGr* zuF=#S>9u+^EGp4A<^Vymmex7TQp0Z7I7G?xdWuzFlP`<86`IIMyNCegu7X)8FaNLlYKtl zOGw-wBFkOxWWnAhNEd0V(ca`aVoog90dEhr9&7G(-%#2lIYY&NW-d0(fcoAz?uh(a z4GG*xxY4#Cl1-P|tve;Bo;>l)a<7oU0TuM6Uxr>`U}@z^jr$Hp{Z?H+`a>B;D?`>Y z?q?cWN{~y|l-&{tpSxP#6MO-LT@-#K!#0HI{f9I+{^*1z4)pyEDlUBF+ODx9G{KFt z=MSQQuyE9{_HNaO`5`bw)NS1UFMrlgEKHKZU4z+%CftWNo6k`Am#za9HPpl3rocgg zdfW4naiE_;@Hq9rLeFdKgS`1R%a%&Fq-z1ewb5^v+G^ zwM9+v2c^`Ap%0VECgJPYD8p5XSS96Da=KYQQR`S^vK7b7g&Jz{i>$wV0NtrRzkIBG zOy;M89P=F={8A77(XU5ivnbv#%9b6Z4=uQ1RQs;`wdHnh$yXfJ+Rm?;O{dYe4vywZ zh_8wjA@0>ERr{#rGq9`rR+Q(r5O`}w&QvWn4^2#Y34&wqzbR0#=3nkBM0}7mHTjSU=a-s+cgJ zd+l}Gp_gqVOjNZ*$MgeXskQvZlW`^re+I+kLfu z*v%3~&Oh{+tk3P!pxXh-3Hzug2`l7Ie?CZb7M;(X2F^~mIa1O7@FPBpU^8CIs`txD z413n&$$~W5SprSvy4YXf1a3-ly@c_FgdVw z`e3~d&R6e0F4ugSB$eVIdMBRbIKbJjJF6|vXmpg{QMuEiLfH4}xg3%r?}8FI2P*5z zgxNxVOao*%SNS$L%+M3RVV9WoJ18I97TpOea&+yH{mYJtRj2lP!2TV(CbD-9sxbe( zzC|NvZpys7d{@q%---$wOCSJEe<)^}Xx0CFtfE-gWpLghG_ctpKi79kti2pp|A}Ol z)ce3NQ!n%M5;k>8VR?r%M3k_MQFONXw|(bYZGC3GB2xPM;lsC8(X)bl52PRPzICU^MK5fQpo#kr^Z_0gYxG1*F81Q zOm@zn>VMQK<%SRjEv79eUacI;^aHQ2LHAE(M+e4>wu~UpmQn3tVH(gB>xpN+0{`OK zr=VNRVuTIDSM^Tyz%XU)h@3n&V|wRJN|f>6JZN*X$amHZCst2}O$NS1HVJ`O@LR;F zl6BS0i5`$KJWQGL{+hR~^vvU%^R8E`cS7Nu8t}qraM?#Bf28XbJOp^uNiOh-fose- znWapdeNV4;o7w{*zmf)Njepi`N;vcIVbI$O6A%q%O5DW#2ARi*6Y0gVNEpp!qRgxs zX>4)L&W$VDQvP(n)hlAI95?mQwCx_6eEEv{s%_D2MWNJUtz)epYM%Hzgga)wF7Xxj zEYjV8^FJh|nOM9DPs+Se$cE9x&tlsX=M#M&FP-fzQnUGn_5*>ADUJGYQGcbm&)T&F zT;=jxjw#3pQeW*2nb@989I!&)W8n9YoKYiP>$bPS-pP$jW5$S>y2Z=B2?5f@eaz}i zfJACHEx(dhEfcLtocKWdl17@SV-dHevOS+5>9SmfbN!n0=e8M?;w; ziI^_|6SSexqW1@Ss(}^zk0~U!Kqp{ck>aO^$O7tC2HuJHt9_ap4SWqXru1I(q8Eur z+A6W>(@dD6Y|4BMq6yiKU)!%7y^a@~bwBPC>aw~5Jc<96SP0VciDcDX;T?ZKgsc{a zYo3?n%)f}Mq?{xeFp8B9ji38EG{2lmV-6z&VB71P zyp1Z}i?1DDa4iqc!*)0$JWPcAoVLz+6|fXnrgvT2>>18HqM!)=T_H3L6N}2 zYB!*l2Io=ZTlM=?&3(R&_U&YE68QcW8fXX2onk6+%P2Qq*u)m!&#J;QK|I%M069gr zC-s_$ci)6iJ4+oxh|KykJ~yYQhC*o}hj6t}#?{-7Y>t((*hY(j^G%18`fOv*;b$+O zBjp(FG`CJ5b11#vdJt>bv&IKLmmi1rjIRv#G|s;!=Wa84Xs33H8hp3 zh(TooT!S6rW8;l_H|D83$ghZ3I-tC^?~O)zSse0~lZ`G=xX0V2oP{&_=&51wK>OJM z_e^e#E#{`U}X316D4n!I>Xnw?jR)Tyjol*|t(gUA9g^Pk)}!(&d4pzWwbu>t0S zuv$j3GDpu7SAI%FL~y32dYDw42k#MuapongYek>5o!LQD#c*vW&q|(?Xv0r|gVPF6r7sP9r9DjaGyyIJblU)`=c< zfaj{gn997Y@>k}iry_9=4WF~OTEucf@KQRh7CfJ-;)O>10epgz6D*G{ykKCv$PyDCq>o)yNH zz8THuX$Z$gOAn-Zy;!vRdrt^FG$A+v6BobTvH;#V@6Y@W)znC4(r((dT;iOd>l z2wODD%8UI%H1$=ZxAUn2qCuP((<62w^Vwuen#3^H>w;`$dC**0Ov&FYS<}ZtGbBI) zeXPC5T=NX9N|6k*(aczH?zF`oQZI0L#D_9W<&m>R2(@B!T@)ekAg zV~J5Ria>*1ZKln@Z)WJ(=LK52T929c8hgqKBP+S5!V>gJ5cJ~h1pjSaVQuh z_BM#c`DTs1E`AWhx#NCogwkZ6iQLm5B@wDFPT9d@TE>%-&`%B`*$L9`d#K)I%$wzLR@S%Vzu!H@q%=?!xp1?aWO;Dwvj{P4Oc9+Zl;TSq^i>z`7rn zFh)@0=n47jp2n{=Wr&@PfS|Z%Foi;@Neg&}{lp1hZPKtWnaA!~zyxhGIL!@aQdGV? zbPnU@Nx|LYsx{qHw_*1$7}}aU4*Xo8C%bWm)sH$IHbs@Rpvq#JOOlm<{}V>YjEg%`lybzF{(UOsFX3Qc}w}xgS)*NjB1px}1B+5-wx-YeJuFs39+@5vH`a6p41j zOP*JzTy9^wJFP8eAua2r3}3X_p~(B1Q+lA=I-iHSkwz?lL(I3`V#1x*0}8A(7FscX zPpv%25@h_Z2<2fRkdzOSv2W%!s9|)&cWfFaT%{Kf>r3fVMCpq=7{a+POI`L9IA&mT z8#p8F?8pKd!!^;@+j9zRm;nAzq0n7nEgnL5QF4%-B;NHTI-R$$bDOrp3bGy|znLu{ zY%BJk8r^3!W>slZ4`t=0@k?wa*jOM#Q|;5G^97BUEw5pUZ4?mTJQ#bwQ^P`=)Ty^0 zbuX@He#m%-=*ALvokKI;b<*|SL71o@f9#^s*!Sg+vB7qh(8}6K>bSHusSaZU=5cc9 zE&^oORcT~9qE`kXU?W$#wq9T zADwSmb=iTz1Ib$J1tbmajc)*6a@h_}K8O^PQFuIe?*jBEx5MH`uiOU+n6A zq*7D-5@j;6K8Nc__}~n0S>}`YH}1~fIZJ&#=BHv$fbq}0FmilL*d(-#=S7-F!OEKdH{M4;vbm=eSNAc%j-QaUcON>t|kSSo-zh&k87C= zrT(2L5-{2)P8fsO`)7)Mp0%tc$%vhOJ-E&|O z%OaB?DTB!9bM(z_+uf{Xi^zb8^81(q2639j1%CsIhr(Zsc?FQ>>J;c~2S)RiZ;dsj5$IL^%; zeQGm|nvyiU4G>EUw#Exh&U)}MSe_)gTf4npIPhLcBeP8R+BY}l^H*P>!mvefs4xtf z#d-FnGYx7GcHsrp+qZ9+m0bR{)j4v}Mio8UNg3Z^H^M~=xvmHUo|$X`UeJma6-PiZ zUTNVQAug!_c{l9DoOB>AbC0PN>0!YhpIUfTXxywUZ3~rdwA(AOC)zC`kjlFqnFd*X zGuF7v?+4$*A^RT7n16stCdX0eP6$6*^a@JebmKkEMU>B8-sDlV0#^jn}+1QdzI8Al@bUriprn{_^_!j`fBjn`@do zqdJtiwMUF!XzpTWMiNfGoB}?TfjzazB_xE%r;r$bBVB#|_PvnG%#r6E2vI}*idc+F z!vKBd89%La#U{VPV=;VstLE$5iJr^_fg;ClLsQg`>33=L7En?~c{k*?5ae)lgY#0Txby zvBrImQB8nfct28Gt8Ld>REPJmgPp7D2dMpOm3OtZDlXfeai`xQh8uZe4ik~@?^{M_ zr_&~JfW-9&mG(8I<6j7bE3f!r z<8b7ETI;-iKG+sv)9g|Mn&*;Hs-JS=?;9LfhPd#8+vA(dwH$g33Zddlwv%1dZk+B- z(^82ccqpIn=da$m;IIWQPVYpldU~AD^~3jKSt5-^=pR~ae2}c z`}?UrR8#fu^cCJ|9s|>CWLul;-(3ztkbH=L*5a@BkPUhpYIGEji7!Dkr=nJ2Qnr>c_X!t!HZ5kM`&2Rmqa;E8In7IXU(;cep za!RD0?3OENqa{EowT^L3lM=@uR{1&ujBY-HmgN1S+jLn_&H(^pJkw+=KDxG`g-d;^ zs1GdNX%J}IX^UxSSj4Y6``G>;Z>>vdrHhZ6QSzzzTceMm9E#P7&_)%Q?F*bQzp1Pk z_0<}aTSj-lgn^E&Q)`v6(^+d*dTW)rnBG~b!!aMdh_OkK5)b6P6+&HI_TBre5~r| zq@|>E3q>U@0}3djfC?z0fC?z0fEp=9Af*(B0Z2#{6te_7dC3)8Nkb4a zc<)l=kkTfaZg#2qny*D6V52NR9`%!VDIvpylSX*s9Qt*rrI4T)8P7_t*CZSf_==Y+ z6=utCI|#&TeaWPb=jO|0xW;Osm00|}YBM@1$!vQbwLI*6hLo4K*032QVHyuX{VT@& zOQPTSi^SLW(CJK;^A!m^?X-XZA9lSG>hWj0wYDL0((hlJk`xknt1<-xb7KROo|VsA z6Da7B%U&1vS?2BVz6q_<%DuUYVg~GmApQfV=T|L07urJz7dnOHkKD#W56hbD#-R%~ z*hq8z;nV*BuU=E)&1+G!)aHXzmhJYwL0ew|0XaSH-lK?Lb2d4uKD4sduPy4bu?b9FRrr`%n@A~|jHlBd{% zky*F@0NNUUrEzhDGF?VXOA>NJah!A?hpl?lY1E4MnYzPDGEz@LqBjBw;$tyMZ8mu zo0yD}bJY7+C#mYzkF~7>OEQdy0Dz{nB(l(&T7$m0N!{VH8L*%oHL7Yj2^GR&tVuNCD#Zi`W|Xauq- zjQ;Z4NeJ3U<5m9v;U|3}A#Y_fypD6Z7!_mMxFvy=xl`27nWik!EsOXo9_S%Hd zEUa2ITy^Smp4i24^IZ*A^t)Th70mwte8!6!6Y524c&hEZPkp1q0xUO87U>b2J5O=? z8tHUh2HwWk&%0>d)EpKZAQjUDs8d|aQ#q%5Bbn2DIc)}`y~J-PmP&3x&%IZ?@asu@ zjc!)SiNh5c1bWuoj9*)42?DIP`Gl+PZVy~`I5m@Xdt+s&2ydp5qCYd1$-q6$Yw!Hb z+$R}pxr}sOb`j^>Tc0f?*p3GW-|6pJdaN3oYCcW!AGHzO^~a~-UWXQ?W1xnW<`LP+ z#xuY^sw*$Wmo`2iu(e$`_t%BNh_7|$IrOQ8M&z{9xukEsiXI5nq0>A>xP8{wC@tpC zV0-=stLyrG_l5O0OLpBGXUil4lBZGljMXEfTG(nL8;wn)#t!2KS3ZZF`$T!ub~1Tq50{`1X;8H-E6h`5LjIr1D;@9#@+%JPhCua%h~FE7R{X zmWs(6v1(Tq4-eWBG~37SoE2mAHD~SmZQO2=Br9~ymGe-HeF);LM|-B<&o#Zpvb(~L zB6j5+hg^S3z?536TirnTBxU1+=5%jhIj#sK-m$YM*|Vb2ZKT*V{YDl#d`?^#WFf&l zzLnQSYvF~oXiNb^4t&ygegvMi%;`Fn#8NHI`!&6zN4Ga1DQ3?EkKs72tEjEDEk{m; zcDlnLx{v|XFWn#a*FS|CsanTf2sNWe6?3TFXp`OtDEE+-Yk8e=epAZ*4mlN-Wgx!s zWum|QdA4q&_E#H<{Q(r7E4(YO>QGA;&2K4?DDI8kvNWwiJ8unKT)PiC6?kGf=boR= zy#)_)=*Fa7IXJUo=H>6^jtHAGUdUu}dIioDdkg{j8tuF?ZKLqj?d_WoFJ}835B=Da zjQ%Ha{A3?WIVca%0U#W0mi?4&$EOj8Ql> z8$`MZC(QOeQ%<)_D>&l7LxG=T=~8N1)Ovlon99pEjw3|`a8GmWF`CD-*X?iZStOMf zO_>>ChxZ4)aso-UUkhrNcIymfV`Nl}?qJ+*%X;G@9`%ZL(H@MY7{tW7)^1b8wwG|r z_JAaimtmZ)NF;t|^sd$oW-Bdu;rZl-=WXNyK1;UTFdqB^UT>v9^Ip7HOobY`%PBkS+}~hwRMKw%d1XGf)57+s0NdY<~gk6?_BkW@2(|LwntPWI3tl> zd+{q#eZt+Dw#RRe_!G82kTq&g75#x7S_vJXZI=WN6#9=)eMNEJA-{{nejPP)Z|1$z(hHS$TSr!G z7`F6d=%+nuFKL|gno_$xDX${7wJz?ls*bF11yqMuhVBtCW!uvSx%RG3*3MOD)pfbc z$mb}nkcc~Bdw)9THJ=ld)Wpa!3~jUp$zVN5AB{JOZd|C^5>k32(IwQbBjEzcgMtrI zJ-zCkzl*F!9pA`^zm_C^2Jb>Uel^CXsd8_j^QE_v3C8%|Iez&1R&JrCe{0Qf)^i}a zPzi~T%RgV2*|?<&kDAPQhT$G)eaETk{w>qBElKp~*@emi-!hP{2X#FSSMf`Uw2P(n z1EqN1hjm+vOQBYOp;eJW|6$ky+fhT$Eg3(u<(5A&}&oL#>E0L+<5drNwLMz4X-l-i|ixhAu_Et$hv~2Hq?xgOWibfmnVm z@okTV^&ckHT3d^j^DbfpY)l{h3c9tGk~W(6RgQe*KC2zU%Qc8f`lFedUM5R zc(cWCbEeuQzEjU)vY_FE0mA(`KU$bx2!m>o#pmhQkpXsz&&!S^9^;|*`d2wTdUm4< zB$rApDATLA3d8Kg<3Fuc z8fnF~smmtZwK~h4O>~5v^lCVfs&e6ekSSr2#5099*i%USKm+pfYuiI5e3 zSMRqyvy4)Be)MWHTr-t7QocxjfOZ-56~eiqn`>juwUJ8dD|;vuJ-5uqk25lUr;pOH zf3>b`btab3l#*of%BB%W^dNA3E3?&N3uhwF<&Zw>j^FNsSXys~Qu9%VSG{+SPk@H` zxoL>#0QBiyR4QFwL`LdcjndZTW}PiyCU%sospKOLLubSHc)RTAw${6xCj^cR zhq=$zpQfx*>HZ>Rh(~uM*^?`V5u6|8n##1&@2{<%Z9W7D7@s~tvNXZt=5C`Nm7L<| zEfIXPPVnk=bNHh=dZd>L713XrHfJAGP-yzRR;e5@Bi~%SM6tIZkCgBUCj+f#MWm5- zt#vFnQMm$Nvm*uCJ8nPFS6Su5Z3VNyu>F)c3S(RZ_CAKHof|v0Z60SXX+4fMea>{n@?ZN$OSHHHn@a&eWFl(qFUp6u@z^NI=di1W|+V0-wLlR?woO+7S z)Gh4ineC>xfwv5WWd|eHoT=#@>V;zl~PY=leFXCDP+~ z54((xnf`UvYMu#(`r)RA;gbLagQD@x&}$!mB3C7ceR`f<{_>n%^BHRPlDV*o)#ca7_O|`kKBYJHy_8L~5ZQyO%ow83Y*)p=sGD$hx^uXuw zu2aMMVrau;XFh2jX5pTFy(-?JuABW=&q6=5qm%4lmH=S&e0pcSRIxgf&3A6he$fJ+ z8-tPQ>PV@Rn_HPxl6FgDycUTKl+jy`WCf&Q!90ID;UzX!caz0(GM7pvj31aO#xeD+ z-78uaRx9U97#2S(5xX9rTC=4aOs zI`QdSQtRSH`#VZvotz;f002fwALqSy(6k=sW)}rIO}TC#5wzyN@WhiwGc}`mtH)8$ zkL6rejTzRos9-Zs5~}$>DID!Q=lNFE?C@WCmM|FrLN^7FgZS1r{3D)3jV+^G7GhbG z%<4}kis*C{rl!wchF$yBQg*eC*jg<${FEp6NreH&G?(`6t6MVMpWQIyYW&%*PU2B( zl$z1^6T>rO6vL=oAORhjeFN7)?Z*#&PS2b5E0a1aJNvs! zb&AG2Wk+O%nd8X;jtT45yNyT0HjkuVeU@S;L}Ut3f*T(FYt6N2idq06Ga?l{?(6l)!;UiwJHS{F0)~z(_nBM6cO`w86=cinEsXRrj*<8Di zDP9tQ;fFwdtAW%mFXQnQUpFw`SgdMVIX`sjIU~^3T~glW&R9Ox8$~0aa2tbD zcmmxc)-LW)s{)un+~DV$>op`grNc!$YWqM82>h^m)Ja^{6(xH$p~_q9cMJkM24Rdd ze_vYPnD4gvuoBYg@=Jn0=}=6K?G4Ml<=2YnIia@|x=)t4nVcxCgG|$^LZhH*`p6`Gjd1Mcwr{o=E`tbI=dUxiLB=6XY{WKFWNN*w*l93q8Xq$w-nh@9X}3 ztF$8?;<-I4Hq%pbL<7hHVfg3z*F?IVyTf5*Zar%3e1M;(QX`>6v%#OmPQ4e>QC~l zYvW@_MXNh0;pIJg8-vAqcMT+Wk)i1$z(Ur9`o5oUrnUT+aHXgm%e#-K*V?H^d8S=j z?QbQQ9Ih*w)GQ!bU+jb^F0u^#!y~3g`8AZY7}Jk5to;Hwc}dwF3|=IPXv?LY(2V`o zU=+8w1n2XoO|CVxLFKi&MC@cxK>Cr$u5Q;@N4hEsHO0G+G9CP%p{*PL01-oRZG_l} zdCR!wu&0>K#!{QNWn)J|H%dR5(OGKNx0Ww-BvnZB=I%dp9P{{AYHJ#vt^3U`2(9di z`EG6jW|VrWamTqe#n>cQx})1mG5ackCB$e(A0KrX`e!E<*_~8J_ZK`26WX^~j2sh_ zu|HLpGfPt=Sn$O9foq0%4Z-To7R}#Mr~GT1w(!=Ed3Yedx|+^LI0~wzT>1yc^A*{? zs{09d0xac;?Og5LruJp~EM9byHbCex>U{-q%NG|k;jgJ{2L_)yvpN3&6L?a~M8AmI z+lH}_Y(pfB&Abe@LG}KXN()$`3d;mwL`ek((lgXobExUMwyCGIS2otN54@WvWgz;3 zMl)P{TU}ZSA(keNarY6pKV0-9>08cDPU}O=#8GtJ*2gQX*_}c{PA#S%aF5U$c9-I9 zM@6@dZjo*+$=X%hgY@(@p{yg30Fg*{q+^4N4Bbz$hk^%ct0sm}5Ky-i~)=+8a-Uy-g@ zT*|&gkX)+Dod_Ah&*zHtj}=(7`d!nAyv9pMSkxZmj(;kp<4p%m@fM6cRit6(j}JPh z{IyYx|MD;ex&mbWxk6wmm3eQd{bJe7_L% zsCApoH|CaTPS}J%v6Y8a_Q$VE=CwQhLtVJd^M!#=$!vs#9-02}_dk_I;9VLRe%Y)a zo@wN0;$m}z2a-Og`BwGuhjO?~$PaH{dh}_^>g@Be5_fS=Lz159t(l^McLnS9s!_WM z3$K`&Ah18JYg|C)^K1_r85r&zN}jl^%}UnmbNQ;#`LXvb%gV9GM`&XgpH)){hkXu1$m@Uh(0fv8wp5~UrOREbH1Kku8Y8tK2 zm=5Lp7}_)HS-SpJzo5Z?qTIdGUM`_4s7Vr43QB{Ym4`#maf9tisq2aTo4GC%d*B0+ z&-oPXG8kc2xGn;P`G`DJmZfK*+(E0@+^H#YfUY+y9i?;X4PFcw0tg`VBDoldk`U~G zXPhwYP5XS>do$VMU4t@PZopyf=xH4>t=#OWteXvb&iZq19K~`5e5nQr`g;Bqtwru^ zoyDS(mVt#7Q9uP0Q9un8qL5OGVit-hq%kTfCkWWaO-oc9<&Qb$qE5p|SCN>L>-tn= zXSXztGCJcFFz8DWjUe)>l$M3)dooI` z7?w8$dlBti*NJuOt7TE8vP(M#EUbj!0iVz7T$hFXcWYwi-dU!W&O?;mGVvb#{{RsE zYNw609abWfSZdafV|Bfg%g305xHZn`OPiF6t+@NH#y{KjB-SC-j-fx=^SLDJjP}9p z?Oi>;j~i22pw`R*3J{P*AVDi<7;K(Dm3gY`6O=`{{u~9BM;vy{3n8Xu)KXLK8YxcSkt=>}P?G;T(EkR#b2f zHLop^yeK|xPD4`F4bO7=gI}s5^hgx!d)7dygi{ zR+l&}x%16kw3aCLO{rYsHU9uu7l3h9V@0Ne?dP`CZLh9g#yg9fVzBvu6%O3wA6!&$ z=|Q7=_lgyGv9jE+AA#vrZQ<4(Cb-g|hATVEi6ymyP8vbq`BqzGJ{xG6(Ba9{e%2YdpNyK@4g~+yL|V=DK?= zH~S?f)NkEh`a$zE5CV@%sKwjf)s-4|UiPOgb)w%3pY+*{%qqWqas*@8Rh=%?Vv{V3 zDVXexhueYbaZ}5A7PB~kFPc9z;Zz{l-$mV0Tw-A2zBIYsWqURYuPg7djb)v+p6mW}+k~1B= zXKD|2Z$av7GVP$a))!!zO})nO;C^P_EUN6>l#F7?q3O`uWfe`+`jbYg7@lIYVcmuXE=1I_fJ?ieFwKto3;<pL{t6Yla z>h8l(nJndatlj*?fSiTT*PPbphxOT`y1BJ@e91Kg$I39J$NaQ!L4(iIxmd2})Te>~ zvQIK0+@NH)xc9ENL(?@Bw2;Q0Mckty_$3z{1D>Avsg-JU<9d$AJxnE8RJAp9XvwPS zJ|Fu{#oQ6iZvu7zqo2U=YnfvxRMHaE>7{~j)}kWRWm_2IH&=do9s`T$8?N+&u^u5QCC-!3h-YIIO=+JrJjR%X9UZs&mySYsc|^Ueg~0IXj-wm@m{5C zqPnH5uCmu{$p(uIiCxjdN1`glc9L78x2&- zEvJ^n#?l>BzCC}*u7WRv_mhIdS5-#m<+t2V;!Qe#gma{7w))sIXOTP@AEk2pYCEsg z^l8%Nha)w$4+z<78gv?-krGEEsFX%NMUWnU;4N6TI!3G~`$dKQw1zib@XFz3LZ>() zxStT{TGxhde$A@QD%!q$xuSL`{=?AwR!*N~b*bJ9eKi@syv#|*xi!-Wb4Qsy4l2~t zS>Jfd*gD=cY9qUwY?~Bk<|k|8AAzp6&htnf9Ch(5*3rC&V+S~A+5(0EbDlGr;uaaa zG?3cc+&kV}kK#NJ_ON;i=(H~dzO2ITdz6ew_%g8E?%nEU@9v|cFTs0Ay44>nJNNWB z!S-z!Z$jXlAk6hAtr%~7MBo?=qEhVzC zF`|vCz;`(6YNnUr_0`E$y1A0^j(*Q?2bg~okOgZ_Jiha145-SKnyIVjRvqt$^^}uMf^9wR=Rb3K7-BJj>}yXzZF=c#Q%to)hB7W1>BkJ`sji4z z%d6@4Gu#w`>|c0yIBbEP!lp8G+eqcLnR?#R*T6m$yStInT~0{JVmg-WtLzESKz+)1HuC@zUE^CFH+py<;;2#6KAzR-x+vB(Z2~yH&kW^8;w2e&`s0e}lDrYD zUozgp!*g+NLftDBBcT{8^r%|=>9;>SYdRUK1Xw$+tP_HP8rFd8F_ z{s*mKeWGhtZL;r;l!ni7=tr$$uNQPfm7a|1X4D%?@jav~CRRxTk~@YRF!m$)R*j~s z_Pu)LWFL1bob|^Q%-dX@LJcobBzcx1OJ^RtM&v)KsWdImcX@T3yq~*6=t<<(v$eyS zr(}8rB{mn4fKIt573BUk*YsmH>Y31 zv`~zei1Z^)jcBPfdJc)KK{c~qSj{20iPk%)rHYvX{Elr(g)r z%ANlJAaVHCSAukVy-xK~)z;43uxp9j1^GefJxy2f-Q3f7s^-bQTYDDrqEXWwN&1@4 z+56U89N$&FURAMT&s6a9>F~YPjPg2-ixQFv#yQS$ir!sgNWGfcdksmTx!bjc+8#X> zm<%6d`PZJqGUQ@hmHr>_q`B4ZE#qrtF^upI+@JpdU1{u-(B0r^a@n1hsXeXD6@ee~)_UJQEYiV?FizZ)wIL5)2YM zo_%YP(L6B>x2Zm$a{_$cLXKU#XFaR8)2_0}q?5ZnC5M%-Jqo{X zT{`AXkf9RtC^gaV9)vxcS}jgkHQ*esc&$bpK?g2B&Z;LO=^hJ=5@UV zSR!Fq4B&U>u)N2&f?+ylFfdpl1b@6MS3tA~za*rAeJ|g!+Oz*Bz|JZSP#H&2btq8FP{c_*bpmuAisrFvCBSZ48)=5*`_e^sY}+ z_<3_HCC-(4C%0}MIaqHC=m_A|MB%ABuX}R;0EP8sy|gAUtfMI;SoZ5!8uT{MNOc`K z$@18TPQZJ6S4m}}+4yfqo+~pmOy_ir_}mwu`~`73?dxgn46%il8G#PC=Z@g_sA}%U z*R?-sJr09Px`s^_;o<;B*NW$kzagkKd#G-82q2DJ?E?{y?-SJ4E|aK5Yp2gD25U(U z@GrEkhWTR!fJC720mI!S|fo%l08jjVD zNYEBB^f@GPo}DW~I9e-GvBj~%?!{Nov~%WvYfBJ{{_R<=P>zkBG3muV_UU4|BXcXp zHkJ0F=qxN{cG&*_>`gxA)M^)2f?J%0-;xO(x>Q0&)wT0zilr?O;YUoKDqEZOZwk*f zvlA_xitHErx#vHDHI?B@u@{N%S>J~qzWjeWhq-G*-$Me{d(cNJRTaH~{soFU8&wxVX5E`%jO}ayH5{*BuG| zRcV~HX*ch^*&l>dLwjQp%Mgcm)UIoO*HVb;*NE9W8$5IE{VRv?{-H1YBq$_=!8}BV zjP~OOtxu@6p0RMla>mkfz;FkxD>Jv;lvI<`W2o^v+f3G_eo~XJPkeW-e6;p@#MUs) z^1O=R^vW>E&(P+j)h>M4u37V5?r>5XIU7z ze-2$?L$*44fO-B^um1oEMvFb7ExqI}W#mSq4eEIO>nBRMap9J0A?L`;DL_X%xi~+K zd47|qLk6=2)~V+dOz%_}Y>-Fwu6pq2vEk+vdFGpXo}a3GOwuBb;wTb%T&Bp(WM?P8 z;ats)_nTttE$A_xPUq@tkG@+M)SPLd#0~cq&R_AZO&-NAC)s$xV2OO@0D@l!8*7@h zRAX{5@Nv^~rqgttX8QT=?IIH-im4o|!Bn929qUHt;kStASGjwOM}7!J$ownNG*pFB z5fD(SqvhxTt;ud-$VQPyM`Kvwp&F5OCTUu%;`t-c@;x;qvDG8fu7la!ZQwsXXRz!m zsg6&Shdi%Zm&BSirlgx?ZNz=Y2Mnjw9>iA%cdp;)8iT<1mYR|vT;!CKr+(S5CcYWg zlZyub(q|I)#t<3x5DUG2CcJ$)COg$&;qNSvf;$kYNQMj{9 zN%3Bpqv|qQ{h^k`&K+cIpU>924OhnYI%Mq_iJ?I9AGBOtDM-*R4&mJT0bGuke-py2 zpnahUOQu|W#GI>tF&AfLh9wN9`AebOT+&|sV^{0mS z>s|IPg7@xi=pGQa)U*`Up5r$KiAz$W1v8A3-1VwDr-SYg8T8#jCfvXqcTyyb6O8B3 zS4<$6N$|#-Y;ER}c5H(Z3|K;jb;}%tikfT zR$K=ozA?p6yuP>A{4;%TEIw7_E4VIBH!nl^aZOvP?n(wb_Ad?4pT?`|j+PdmZns>S z7h@66Us|Cp$LY61&%jNV*z#N$!LCB;Z!R+KKyCRR^|>X)P2n9moMJY*efS*?4Pt*| z-|Aq?X=!nDv|yOiDnA~TMu}>4zYpwUzq9ckqjH<3ir6GvecXa_KOtHc#oo|F?oI$X zKD5sb*y`RG@aC~^b!L(ah&;jNN*Sa65?Fd*{*+rv2wZcxagK9QxKu4VJ0dcHwGTDa zczWJz+XNR2<=aO4kwN9od;1FHrFVpW@fi@{{M-UfS{jzCYi6nT8Lhi5x6Hpe;~@H0Y`4ymiMA+`LMV<(b`8Dm796ubg6j4ZG6MOtT8-RRmd1JHNZ{yQkABr=buSYjByI!}4$6?eq@o!P|Kdj zCnr7lr3iDoT+%6ZJ(4TieM;0%Z!*gn<0^ZK^FJNy#yCxdub3o?a9ia#&OgBC@~o{V zSkxl$RpzB(aQ3$_+%D!{m^!h?An}pw?^M%QxU-l0R#MuA<_&Qb!vnvJZd2ISk;3xM z@1d_lpSX=~ET-~?6-G!sN%a*Lm428yW%RSdyln-EBd$V~^v!SI>)K8JsC>IAEnq4) z4Y({%YzoTPEMXT(vS|Ug0LSJG;B_4qw5BoA@LY3aTr)GzfEwY(wS z!HFF32cn-qDdrz=TEgn)@asJ4|l z9C!Nlu8&mIBDZVyj3_c&L>y!Ih|3z_bT1IvCCb{~Te8~AfhOEA&-bz0@T+=_#l`)V z{mq=RPB-pjj@ib2xT{RnOx2#|%FazbST~(U7z<87`BV{sxYSoRt$S@9rKk?YLAc`} zp17=F#?8OzFXC!BD(vD=e7dq;CCx(19Y*J~h zmfqu2iY8=$u=#y4TxO%G>#KD;T{9)bYDq~@WCD8w+OlKTwK(K6Ez2apg3LH$&#h=& z-Y&JQ&wM5!1+uj5Aj!@EAbRp@8@|N3C!#Cc>LDys&P)ORt<(XId96$RUFXuQWrk@Q z?nIIx7U@)T_aqWt3=?1AA zS|+`z-NSggh0gnOfk-I4^Zt3O@2%MX0A{R8k{i2Y{*O3ck=Hz{pX6(nN#?O-hD%rS z<9w1-?Qcreo^@~eX9?=%pQv(JG@X=i3us*+D zwV|qb?p4x~!r5oHxg*QCC*|OAjC$8KqWE7{*6$;l(i|ae#&^g>!S(+D3iL7HM!dOO zoBcz~n0JN&{{XXBEo^Qci%O)wQ%K-yPgpGuakXePiwJigHt44K_{JFbIrOe^g!gir z+lGefcLGUlKGPunE2HKTew_t(OQpqYYyv|BQK;b+Kox{B%Cc^h zUAvn{3+!LM^*&k|n+Xdu1^dm6W7@jwZ9+(NsO;9t5a)q#z<>|EdcLdRO$SyFJoZT( zj5(SEvA(=K-PZ(g>P%MMRD? zOq}B<82Z$DJipnq-6Ikt2n>-o1sPkBU4EMnmn`?w1vfX0Si2rd_EGJOW{FRc^H}nv z`6r>nSm~F39?@f+;ArlqUouyh8OLQ&*Npyk=-LgVC8fWZ513RljAI1$th>=~7NKsp zpFPa?2^?Yn0D*Ej`qs#jTWwlN4Z|C4x!aBb&3L)GUh3-gf8>1zSypvnCeDv*d0;e* zpYCyr*Ri$_2v&A%54?Js#e(f*feBm|A9U8eoz@`(kVorW*b0zUtv98IUNYs-%h&uP zr)qJAo*-uEw*X>9_XfOoQ}FrlzlftvQUP^n%Fi5&$C>rdap_+9JnK5HGNn%-*A4M1 z(hJ`P-g&VZ9^46IDsWYS10(Pzy*E}ct7t!Un8nG*Q_A7GZC6*4-$#q=sWhHjI^%dl z(G>ReIIm^Vbn9I<#v4m?3mjt@$6r!w%KQ%mR{Eu|!tBSINa_g~8T{+lBjP-Rf;r83 zxy5;VSix+LiV(FvXS+JPXIWuJTnr2m=}9~=PR+OsuX@6^y##EK>~CJir;_C(Qe>4> z0g_8}9<}LG%wbZROB+A>*0lMj_?c^|TBv1;H;zyaIw$xr{Hq)# zS2~h{*fCz^9eSKxT9o>)h^}sKSQ#5B7y|)9_8+ZvT5pK1^woG231O6E#>DV_MS1?3 zjxXkl<1vd_9!U?N2PA(_#;zSvuWmlo4r1eIT;~Jcy&1vtb0g_;=~0#%G@80SDlZ*e zM{eUTWFrf>^F05JnFG8pWwS8RLr0J+`ybfTM$^*S>g9O^+hE8C%ssGVNg)$I-Ggff+63KSLe$mD(%$Lby)o63gg zO`dt7JWC0DvYz<$72NAuta`2CmMHM2h2Pq^Np3DIwFX!xWngk~>zZ(vD|S4*UQVh) zGo-m>zUDSdcnXDAau=3TzdF^ccv%p&w&JQX%oO~;UrLWz*Dh}C?V)%r{?c5Jw1gqH zjBs(sdVP_VVDdiIBgXji7jXdo6|V8Q=31mC<20_j9WIrqwZvs5ls6n4V4v};&oD8x zai5)m3!a&-T3tGLWG*oAgTYSKZqnhz#6Hs);BGwrHH@OSMyglPj^|F)Et~C9&m3Sd zMp;{z2kBiU)#bdN0NnEp&jwXp#zTYrJ@~F}=TNpX6m`i`eqi6oR(_`tc!!ojj12Dt z5PgLlyv!s^`^H+A12|F2Ws=X zJz5PrMzC8ue*ncmI=?k`VSy*+CzJhY6IPl~%@a5Ssol;!1x)28{Er%>z2=d>tXM=D zu1F+~ay$CuS0Slxj(;@n`G?7aTUK}8T4mkkjfO}qlT@{0fp<9u1|K7i-o~;|-Z|dn z9v#&cwB1_UaaU53fZe&;*!&G{=v$(i-r1O9;n}bcJRH{xrcVg*9lRu}B#-2?1O4HF z`5aZq^=pZIK(@?0hqiAiuzB<~yx`l=)y1}&JxuJh)aAHrNhE3nY5mfBnx%JhETp?` zc@ID;ot#ZB>C|P(+N7SKbtbf0PqRmll?Fd~J0H3|s|76*CQk0lV<%eh+`7(|ZK9Zs zK}dL*HW5#7)x>I^1K0FxRk^%aCXBY-&^}6&>+SDer52-Wb#oo9l)E86df<#?`&I82 z%LbL;`^E}MmOmvxJmt6tpU%1|Nv#g-Eonh=^gK4tLb|?aV1?1V!MJQDECQfphm7SKZlqF|P9nV9!H^{opS<-XMJrwY;)k%FlD;C(2mQKr%z zOl0rwoaN7fqHC45)7-Sf1KZF|~@WPp1`AQn5Cc?>Rnl0iK;Jil4+!5esV!YuvEv z4N=;o1g@FdOKk)YIJsMR%8c-HwEERybd84>R^$PISFh__oA{#YL5quMWyrzv6Oulo z6;t@qrS-ItU4gjdE2n?PxVZfNI_$!Qf&+{%Z+axw zEm9J;%E5@hEZEw8Y4NoByvz0|ipYcKoHj@K_N2m9BIKNRG5kS1uJ(&0=gf@Y<&Pcn zT}Fv6t)b~K>Zt^>*i18pB(iqN9*5SV(-%ceN#@k-q@MaF+U+}ULGBlU`PW|B<+c8i zJ(@3+9yUcWk&p;DO%Malr>M>QVbvTmOWbZgo+ruEqT0BFnTkAJAcd>5sqW#l5E)0Nj zKQ3v;JsE|0#kEooUdLQ@GV<``3 zV{!tLaHV^FYgMf^e;6}bSS&AZYlaN&P!`8Qo~EXcz_(Xgdc2njWiVpCQ!eAja%)BA zd5y`*#+BMKthE)kurbaKGoC#UO6;yJ4d;clRblfz_Qha%3d8(Gd8Vc=bldqf+k#NW z${3T7z;r)K^^F16^2b57&h3&JSfBP({{T}%MN_KgxqBU5;kMCXv#_?pjldF5JfG%k z3&x%v8o9B#-XRb%Nng7uBLnlJRh_jD6-R1GXyK7dmF?W0!mVFwa$jn}_473$IumdyQ-t-B)YBTZyQ!Yyby55(IVac-^z_ijh)`TXq%?=8opbx3 zdvV;4dS;WS+FHmXMA{2(l0(ZkuQlJ>Y7itUs7Amr06hhC;8iC#CeJ$`PF$)MJgZ*t z?eB;5^D)wrDA(^xXyw5F0C*mM8s#)=+ucu4bq+Upl?JrDQA*fq4(cVRZ2yg>? z9RC1Hax~|^W6O03W{TNik|~462hZgk5!u-BpUK&;Rez4G@PWaRMM{0Z7SH`%7fmw4ckj@ z%2@C3?_52+KVqBhF)s*8m`ONB2Lz8w>DBUz!0<+MT+)1xL#|Z0l58cJBfk0jj05jp zIq@}ouNh3}6?evr2xKB$sIdamwZob_^EPpi&Xx#=w(m$&(Pz|DcXu> zXW;q6_;9;74L(87b_4q6nj|`JisXoVvD`oi1HEVXJgfLM@Whm4lOEx!?}(ep)U><2 za9E~(wdmJZZ66@?n>GAl3f_2E&IE@G=5gGo{{UE;=X5KnzSCnfF%YsWEzeQOAE*Yp z>u)OS!?zJW8KHBX-h?0MYk;tsm&jh5UNQ3iHO~!T;#=-|2A0C+{_1t=SPWwv3i8h! zFrUVH%BUa-cI5jg73i8)q2*jge5NYr0|)gr!t2^y{=MT}Vr@Fn=Y-sq^Ex3Q0o3qm z;9~uxy$$F|Em_leW5vyJqrnHCiJ(A|q2!!#xDP|cZKkrJ4EDi3&^u#;^{x)fz}oJe zsasvf_J~!mRirEic;o@iZ$6cFj6Zz?6T9Vzwn!a##e0!$txihOik0BYw_Ybw0oAlC zTZj+ec)n&IffOTX7mvG2cC?*=D;W7Rj=263E1sR2IgBwgHb(=fKSF<%Y3Vk0Hn!&G z`%V`Y_XMfh*l3s34}a-T(3R#?xz%o&f}$nS8DEirWB4Awg;v+Dt_{V#+F4!O=GkJn z4H*H5>4G>sR^|Tyh3qdh=Y2S=&;yi`HN!9aF1?Ln+t^)M&WBCZE-mCIlrC4FUJeMR zkgkzp8SHi^lc|+_a<2nz&!+EM%+;nhvL%c=rFH%re2{-i(ZAI-Qv=0$q>MyMHO05c zeF-P0=UiJ)ESEWf_GJD2#asOSDv}yX`Wy2IEiAvXWSQr;hE^h>{r@G;MyLj!mP`JlE^IUcP^it{8*3m&ELfuK7n0@9aij%F<4(TP=9($5&}MkL0sLu?yY=)nEs$$zI#s@v8ci#GwrLmvJm4`;KsyS( zd#V(cKP>d!yVs>~cK$AvBnX7d4&C8cb;0C&AA0DcoiA=TLRHYlA362U6s_DY>~4)e zPt~oldu0Tqe-j`L^~mH`pX*kW_;i!*F3n!%aOI!%wbU>{nZcwznU3e~tamx3yAR<+!{> zV199c0LJ2Y7#~`%;@t{e7g5=6k3FP`=Ua6wtNcoSm9g-J9^0qen@u*>-Huu)l?nF(t@9j(FmYOINwJ zwYrAuQkaRP^JJH+$lWjpKnJCBsScZZlO~&}Zn-L5&FpFk$7MaMrj;H|S)+}atDx%e z+jxIfx4O20V3ON`oD-A4^v`izTC(3>1b1Xor0{D~U6t+hV1WV&imy+YU}p#XYZJq; zrN*SmIbj<{a#ZuwR`Pn;6DM|&qo&0wNE$Rk5wW=Q`qhng@(68BzYh83`~53c)_XWN zy~&OU-~_;jfB@_DKjU0hwW*C$QfcChq-21J{eK!H?5q-MF*I$oYu#SauI;TSD5I!3 z&IhM@uXTT^UEABG<;;>KAc)pMz#rDT%`)vYwo`Z+HlX270XXSdo+r4pzS8HvwS*** zGKtfuX$@IclYigZdgaqH{xjceV|-P;#hB|1{)hZypl1%Za(PstzQxNngq1grUV%^7V@A^ zNXHrebxUncB9|rE$3>vWdv7(wSEw31F^RgABd&i+%zIQW+jz%e(z;mm3++BgE}{zH z!~s*rD>G@J= zjx-sT_UN=QOBqxoZrpqE+*a%tR=Rz~<-|9sbtHuCdH(QRo}6*TaW}UD{{UEE&h2lK zBgp%!+lp?;ZE~a1HNAgEv+&zk&SHPG+OdiiT!Kj8@zb95<+?#wZ=s#-7VskiV0__^ z;Z`8g@9*Wef+vnh@I-QN8&q}rkEM4u(7~i>X>cu(t~`VaRXSvKq?41>O7moT-k+xH zS~U015?E?bMkHla+qiT9j{g8!&CqnKYeG!+=HqgMB5uPK?}}U4Y_BxpF0Yc-<<3LC zaKotiHV&^`mX0o((?C)%Zt zLxWe1=0_fkCz07#V&5-^Y=O}M%L;Z ze<~@bTQ>vu7cv0ey*kmLXvbRd64^}dmf=K`VDb=SBR;2rSmFnPW4O7ueOp&_- zrhC^<;5&&D_ffbJG@C7k;yK#8vUB-YosE>CPEwBMw9=H)dmgT`Y%$r|EO1*wfCU5Y zuV4jfSt-ueaKN58>0F(a>jKjT5{b{vhWmq>+S9dUk!OjO{OG`8k<=Ra%Cu)EbJdj8 zRgSveG`B)m?;dh$X)h#|lq6VOefQ`-g0Xb{TGH&ZCCHLEK1Uvh`qrG6L6mt%K8Lk- zQ^Yz{`Bt7s6rs&4y+pX2LW`oYh<=3i{3~eq3&a~z;wh}5 zyNHHC6CA1k0DBm(qn;v+9h{Q+oD!v0YeL4UIMprNQQdwh{?~?+Edn{*{@g&8YZ8S7|1;X1AN^FdLGwnc(XJz`M6Z%jBroZwByt#Ts#FGv4au*ht|C2$5KZN zbEi%wgz{s~7<&<29j2!fk3L8HKGE}MfGg)^LUiS^>dnS#=;&hcMWxXz=LBWpmAD}L z);EeZs78}Dw0mwOyGDvQ)8-_R?Odj>sA&`1-KK|SadCAR-12kfCVH_Mn%x=pr-kj;N}_Ibt_##jO{cn3WN zZ!e0XduZ0uP{|__WIW@Zi|bW&pA2Xh*AUy=+P9Mnm73wCCP!@gp1muYoIZ`MjS}5p zeLOJ4_bs$TyRJy;E29^Hbz!2`@ z>1lN~WNZhFgTccOZ{=9=++4?c?H0Wp2_qI@RIvO;E2Y!*ZDs6dwYe6zdR)MdHIbEm zqbD`$(!)ZFZYy)ktBI9Vl(t3>iEN5q>R)EVrPQcXZ{B6(=jqb2bp01qGb;U^6=Wb` z+%G*Vab&&wO4`}oSzjs-l!6OHJqaVFJ!6IMc6pC=sUZF2q~bUM?4#DTsMKK1@ED9= zwT&7q(znpOEnuN_9Y*(3y#6R`a3e$MypDegj%yzcdFoS7)a@BtA)Ds|>&1574Dhy( zb!aYTUp3=w7>jVHu|BoeeVz+>{=+OQC8Wdmdxqc-bwARwj9jC0=qlItb8wWUCb!n# zao~E-gXE7|v()tW6WdQF=P0CdImsQX3LB}cEoO*(r6nqIIa>7HeOJS}xt`6P?97E_ zgE<9%yuRYIi_}m~~_8$2h9^mc0)?IQd{|JKvS7r}`Y8nI+Sy zm|NUQ0qzvwd*`KSz5TgwD|(%SEPX#3Z;5}~DY zwP|-wKyz%p7t=k-tfd8gbUu>_nN^h}+;=ilSBK3|jzG^OjEccGaZPbO!%n-4WsgB# zvu$hP*pQ;>mTi%aW3Dq>@GhF==hGx>X*0OO=X6c&o}!#pKICFCScxmBY;x^?_PEh_ z*&DM4$4ukD;aV1VBGHyoiz|9(BCFeJQ=68tlG4fs$v&Ab9$MvYBMXbC3d$(Pd@I)3Gb>5&MmPqfUkM~o)0c0I; zKOaXF>Ix%d_1|1CU(2FHwAxp8x5|H+mXTMvo-A{w9gq^U*E3CZlXq#Xt_p| z51aXC6yFqhiuTgX-HkHm;n9*Ir>)A<59-_ z4N|($?#{Ptwrwqw$1zpm3Bk|OuG#4qI>wy0Hx9tcr2MA=eFiPf2-MvVusEY z1pevfVDLEOm>Hx| zlZ79ZWB7+szQ5LOt$_02wIR|W$W!W1de0iY#+5zDol@rJ@wg-fT$s9vST z)FvN24&n&I9y@zg+m}*q_D4x?HI>EnjP`7TNw>3w>ASs6WXq=7-^_mM+z>hHeg6PD z;gsTN^%RMs=X0W*0NpYvzuGq>`Aa)D+9$&XYip|q+sJV|y&>#v9p*~*X;FB0` ze6{xa*4r^=$vHL1uZTRG$WkqZ6?Tw8?dezSyio<*L=t;1 zKZt-2t$9a}^||f!i>)}@!XR*@h2zX#qa<_Ix4c*4Q)>h^$qcs_Gq@4PgO)#qayLE& z@m{AC`jqz8&>f}z&hPV(ImiD1uDbBh<$TQT!p&W?qVP|N?H5aq*4hZ|9W&;I8OwU) zo@=R-#PFdp$#nT6gMdJ<4z==awL4j!Qw%%Dm@&y2uSnJPO&i0Ei8Z*rxn&Q7mI^y} zuSzvEyXQ$+5} z>-{!g4Xw0Gb89FncZ7gte>$rEC2MH^0C6y5*-DIll;^p+mhuaEpk;i30XaK;>J5KO zhQebkY7u1xfd20s;+bl5ifTOz8dj;NYSTzHTV?b19g-sz4gU58TZ2RhR^}UoP{Sch z5s$~cala|HD0gihoodC0h;=<~c_15Hof4sF8sip;<<(9jYd@P3B_@q3eoN2 z)1Aa(N#$*hHuYahr{fE`VAa~f(p6hXz%qG25191?j+Ab4LLR|hTa57qtI2a4>MP{{ zxJ{ohJoG-Mx%nF1=P-$8-kI6P06vGkZFngnyVq|n9oV(J1MK10uw0xI&-v!GEW8je zb?cd~n2SLEX2^+B`R9|^P?d_6NmN&gI5M+H^Gun?@g{MfrCpCkzn0A=TT-aMFfyH) z;W{#PYdq3O`Q68 zPWpRPx`rt(9F5X|;XppX`c_T#gWG=g=>%h{Fm2-_pyIu9);Mo%FmoQBoFa5GWB8lf z+OvE|Hjw&E*0+HIlsgm-NgRv;(v5;tQ;V_ZdRK^b9Xi-U1E>Xy7iHvUt#;ZTyxO&- ze`{4)xA{*mXFZ$i+Pvo8LmnJ~k_QK&uSd4<&D1(F+QS3MAwFv|4ix$ir4lCvCf(c7 z9Pf^F7o5kag()I8lKg&O*0Qu87hmZ~Z4Ogqyo3yna7G9<=@#bKUbEFS>&3^)vH%av zao3+>1##NPf#%E2rOL9x<1DYk413d3O<9F%QudCeHLp{ou)cGxmxu+9Rr3pa=A>DC zuO8pwwxc%ZKG?~u9|c^_^G$7Y0Wv_l7e9GPKd7#<2rXO0+Rxin6~Isn91LTTQ*F+l zXs637bSYY9Yi&bNyvtkNOwSYpk2CA-j8-aZlS6tY4dpAx|?`{^tYY~i@iP78mZ5j7Upm=MGE8$D z#HE$N>CbA~7L({2RiYSz%*QvEDBf%5(R0TgDaXYAWV2h_#38f;45`UKOjcw%rP|B6 zqB|FsNdX*wHH7HGPgQeOM*6uOFNXEcwMjL##E8c^iHRHBf3=P?^sbOf%0UMh^sh3% z)MB*Obp1*TC5F|H&$MKZe`8&hjJA7a1Xs`I7*|fE;2q zzE^N3InFUxjqc(IV(0y%(z!{l2a*w3=OE&zd+TLuWs zb?0}OuI#fAFdOPWTIno}&ZmC`wVH1-0z`BQY zyzj)n3Uy5?HoDU$8ilxD-Y8wNf$NU{0EKs8VG1&CPgZba@e;&o6{08bKgr=+obomk zjCvZi;wi+Q9=C8uofAg=bB=kcz8jhtbikw^AfqGTeclIO%CWDmh0Nqae6_hCC}Y6S z88z9<&m-n4d}m{&YMx9is}%PFQS%5QXCt2Y6^#Xkp>wP=#iu+F2Hd89-GRv?J^R;f zrCm0WrX{R55&3YO93Q@Wl6sPA+_KqfQTfxXE*FBuM;^r1(80lK`iak?G4$OXR%M2J z)?&kPF%6(&wtCjp+bUZGhiU~IP$0k`O6BCceG^tM8Y|hi3c39W^%bTySgyu%wR){| zswxZIMt6HMs>;X2b{6JWWY5gKv)KNX%?)%g@5jtMu$ng{xO4a$XvPf z+AECL)?F9GOotmJZ#F!Rs>IdAcDm5n)820qYmw>GH$OHc0|#$h{d!iZy=zZ1PrYB2 z5Ug$n1A+ZV70>umQDftcK38I~%Ogd&`mi_$@x^ssCTMOoFDB+>jpF5d01q6~`&J1r zbis=5`%AqOSlu!(1MwK>eQT|;*R6F;C++&JwXLiRktD1(oR2}@KGn}^*0$?w1!u(w z$GBnVDl_wX4?$SIDYn^fr_bdoqn8TGFb*+PBDIxu&~*Lw>Srp98-eM~b)F`*Q+wh4 z0h}@;d9pS-FMR$0(@M;}+01y-P@2lyAPS<|BFeoBWB&lJS-KXmnkJ^6VsPz;Vt(j6 zek0nt{V&6E_^(;K*KY9!oYD~szZ<(Q-&_n=Eqmc@PAiAFYj&Q*$m%DFK0~ySdUWYU z`WCIR=~{1zbqS%8-rg&8w~qvo{0rX|(fzjDPVn%!%gV2V>ym5DJR_{bre3TUc?$OU z`G+KDkJ7vSGXDTi)~_EpFg&8d%xEEX@jqTWd)7d0=z|^k2l+ns~cdxV6w>eLnl_%q3JmW;n{6j#VcM{WcE0Bg;+xRNzt{Hvm|@$AzW-&C-MY1y%FJOj#;KA_b& zG*ZNOJ=jv$JK&i(6Z3 zTPa*zOPATO6>-z4@8~MG#7Q+PEn3r1w=lc{FD^A`_Y`n)PJ4FmSa$w7fg z%e&|+)b%fk`ZdL@*0(xr?6RSag1Vjv=RURNx^c37aS}(7Z1)qnI3pa6y(_9RllYa0 zm9M$Kb9TC_v$RU^rV+szD~|r6vE+%Z^)+%q5rD&P2IZ|;{6VBeBM2ajGV{Jf$z%9d z70#qJ3!>4$A}qMTIZ!=)t4TFtq}P2)`n~7c+>i)Gb~}ExLfy(vtT4D>cM*^)ve5iL zYb}tz)K(cSSx*e*Nj|lqd3~p7x_a5!SwK*Ok2fcNda=z<)+iF(-@ zdN+-4Y%R^R+MC;8n`4ec!jayy*xmTIRoNq3+c;8EJ%v~3G5pOXoM~-(E#2cKWD$;d zB%Y_*yF2d-Tt=d>u z<}x_i7aeKZ&p|lZ*%ZFZ43h7OBz^w?b#d0O>Dp{gWczjTw(`z4svMejpEbAJNQ&(( zLh`S-AD5+fUJTK6y=8S9fvo0BbFoy$2x7wluzLRh^{AalQ;#%;l3KIRb*pF7E|kM^ z(!nzBjmvY7LyDoMBujD{W?Y^W6WrIX>Yf79Q%`_v+Vb1Nu3SmARgOp98SPxwx$yr0 zPqpy$`p$=}uBB%Q{oo*OQS~2M=Y}GcNA9yeWZs26H%5xzP=Tj_jJPVpmCvE3YE7x% zc%tSg4AG;u#1Z|_qo6pY@cyv+UY&gJ7n~IW#u>g=VtxGuRMc;!lR*1=P36rc;qw3_ zat9bct#$M^cCkZH(XY~cP8KNt0KDyu)nr-OS=xn#CrKagmctBvM`}xd6gBbtKC+R? zZU7T@QNFiqx3i>nrR_2Pj;!A@`yWxB)UOhB+|#qZgTwOM-P)f%?p0(9AjEO6 zs6Fc{-dMiVBVAhg(o2?4A@&7gdyeDUr_sDUsOuV(Fg3A&+y-R0xkeF;azLwE--mDf zFLfEd@@7d67F%ZHK8MiOGp!Wto}%VgO6G=*aGogfew$&hm-`#BjUtTfRX969$3dJ| ztXpWBPKBsP2AN>6Big!1M?1#hjmNp`UTNW-Pr^D?ggTb1_KS^0 zmzMe)7MBo5dw7w;uv;ssRbBuENBC3M#n$b4C9IK28Uhw3Kv~@S?HvVG(zIK7?6nPF zSGsd;7s(SuN|_4vIqQs^3d(8L)#O;vM%lpHyyLb{Q(V}bJv8q1Z1*s7sZuMVMz*_t zVL=p3!HD_ZPfC4`ly&=CTfJFJX>gs^wu~|7H$d(`yXZUhu4_$$`*+0Fb~h6jwvXqR zCzk_~54TG6S+3SeN{$gY;9w7G!L^2k*Ti>Q+CE-^aW>$v0m~4fK*Ff^$7-~eVS)u< zp?ctTs?b}gyK9`1%%FARtj&7`gbh8^$rLNq*x(BDx#dz;+;UvI8qhk&9>6)rQ(0ai z)U;7<+J2!bNYbwn1>D}p+v`{@<9m11CbEG7A1^V>AuGK407Yg^sxFNj6F`y8c{%|* zPT6vC!QJWYUr&IeDMyx~wT~keQZdytLK}YxS+p%I_OV?e41cA!6;|r<-uCshonK9X zmQ>wua!8R_dlSuax}S&}R<$W5qylW`ga;puL8V_$IzqP$ik778$m0Za{HxdGQ9Mah z>N@wr^6J{novo`|q;bKuUNf_5gZy5n^{l;HN!D!at|75gbp^Zs0HicWc;Iye@_P2J z%6(=V4-UQkppCxKCe;i;E7F-HXQg>%WF;k3rP45Ch zZ)c?{v#jFnyvZ1*2TTBdoYtn1bS?Z}aLT(OhT2CN~ODd`; z`c}>5oGs$KLu~`Xu@jk33<$yC*O>`zE%i&37Rn_xto%LD+O)17zNLu z{{R~G%XQK%bdzss2#Pqc9{?yMb?3br*tyP?H)O7OPlqq!vb&LFa};te-RhjF?f6!P zfpB7ja}vf!V(fa8p0&{U$3|^k+fmc3RwDv_@lgQt7p{HJTH>^+$+l>b@XF+=`u6pqtbMpX6H#%{A;zc_-kt|>6!IE zHqa>^RBMLa^*t*C#XcR>+r=qors3Td?ax)00xspHmXpRy%@!vJFg)KG6C!XxyM)8u#BW~I=z$A67ElTTG)1!SR>L<4d z*&&za1GhcJM`dyWV{<7S@a^0G0Ig9{O|1{1$*}c*iHNE0_POsGY#tuebl4|bI6rv8 zBeif)Hm;H%-95&#{mmv8{PdU#|*15eiRGUh;^W$-a;f;bth-P=AMRh;E_ zxwEFqzGT+@;9{pEw_{xHsRBjfvcv*dsUK5X+JJ2{U54XvWsx>G9-WOrt6GWmtuppD z%E{9`@y%z{#ztR_LflOpQHV<}-Q~t|2WsVPMXjalt*Ody2Oyu6{*#fdBoeG|-pVGYmXqqBLjnha$0V^$+abO4|C-OURru=OCfrjywP?WNG@PKj!fE$z10&>XV>0^O78a?is(*^ZfBnD70hV)5$Bzl?eE@@ zYF84(ixl%mIc!Jek_#?68ry@(x3P_5=W_1A?rMdU7J_@dMUeSWq6pVGEh`-3>5A4e zQs_)w&3!68M$*RNZteGc!)b0uBc^F>{41G9g4r<*j=VX@BD?_9{#;J4KN&{#AsJk=}E@t!L@-%C99_Y$#Y&jah$qnVkiw$Stc z0212V+4zcmJX^UX_dyb`-d5#Jby`2e9O=aB*V`|q8<7(%BKn;2Yt&(y$5PDj+s4WV zmK~68AaU2OD>C<0g40)YmKI@e7Yi84EPGbo-P*|QmM%#yR(WQpqg`oNgHA{$xp@cr z$P+$b^yBXRE0@+SuXKsAcc(S1asp!x*(SZ9>!QNaM`c!JA2W2#a~ie1_OD|My1tmH zV=RHot9g>08pRIdnR3)#}&xVz1^>@aKlDY;@7AUBI^!U0d!cpY=+8J^FK9 z1-#1=3qT6_XcadQNnDTdrpGP3nsv3t@f;Ecfzz^a$LU!5+;iDIo}i8z8Ixfn`^)|# z2D&%Y`ieB;P6-=OL2oaL=99?vJ|ncg*Zfa$6}7f}pWT9|34!WObXHom zvfsx)X;5!}VgCT@tqogIOASstl>k9JVOW9J(Edh&)Ps|;=7Yoc>lNC}&_y-53eYp< z*qn3&>suDy4)Ro{s_q&@$+U^^aq7+6>0N%OXKruowJ1VJKLCu4(LXJ}c1dw7D%GOoBv7cPU99cqY1Ug_>2h)urUukg=W_LWObi z;EzhdgHFEj1^jmRS5ey}jAe}_d@_USOJesL9s?#KBG&nQ#PZqI8HfzS*Vny4u4|2`*xLEi zk{Fg~6^X$eGgbT=*EilNvsl$(@|?RklLRR1{PFnGOG}#7nsZUy@2j1v$3DFrYqQ}&?>lKGG#uj7GU=?ZT-m{FW|{Je z(Swe9n(3vyCq}orx{BOQCU>J_<~{H|JJW9G9UMQiykzc}t#x9aA~!I=0$xT8bAUO1 zjK7as%$HW0%G&I-t<{2D&&-ZD zm^Wdz_CH#i8()<^S9Xjm-A3UZZcoc|xD|CcBzFhbHKDEQ*C$@RzE>eY`G7h85s_Je z{LAZgSY4(B0FJ%$ThaI`^HiGZ;`;U*F>>X+n1E*W!94|O8(UL`PNb)JYH=oOy>|Uj zhbm79qlK>P`v%)Zu(kVghIaXu1a3}!YWA7oJ52__&dk%#D_|DmYSmp|Q!AN?`&8-7 zasL2xQG2s`6dgD^lii)<7FrL7w1_2tnde=~mPMmZV`ipAN^{RO1qjV=T9`M#&Ag-(z7ZxV}4ZIzf*qt&1Hk^<{{;U z+H>oQ%<{FJF5B&iaTk-7-WRD-ahlb(MwZ(O8LkQC$>5IF(%X1>Z#20elHq=6{I=RR zZO`~tRcS`5vpTBAJiOaJhFljPXiS#F6V6UR9@PH;H6sLv!S<|4H0iuMsjZZ^#^4zF z$>bi~dJ$G$?Nk$koOJcCoUMm+=g7_J;yI&zjTUR|LhUSc^)px-O8WRRZ?o=ed5TJ(uVQ6{-EK_T`iSc;g4Zy&Tl( zXxZmiuU4~a8yVWJk){Ze17iq8JCy?MIs7|S3ttZEck1nL_Fx-=#5M=voMyExpnXQ^ z-bW|7B-dG`tT4yqp#XvReSPa}7d2Vl_KD}>;Z6~=jpTW`@Dw^UUS-@%KbUaNrH9~a zQ$&u(PF9KwWQd#q{Z0o#liItx^jCvp071?{u0HC@IM}>+!T0G#J`<%o##$GHl{v$a z#?Q#n`$#+%GzJ|(u5wGct)<2{C%s#PP>x;)2hjJf1z($Ut>Ii%*2g9B2SZzETUoN( z61fR^8gL&x2m14aT)&01M}0;OO5zgQeY=u!0q3>>>)N}&7cAGF9lC-wQceyC>H*|c zJw2Lj64fm2SZqR}B}0^p5W_9?6%2Aq zYkKpf1lh%CZi5cMAQ%v{`!IhSVUMr<9;j8?6tqSp3)Mc~^5F)=y&s(Y#SJx9G`YEi{-n_=4f zPF4L!Y7p!{Ow}fn#Fmp8N-TUh9UV^?t#67J2sGU~=~S)64r48hWlvAkS0$s$6U3II zs08GC;AbDDdwXftJ}vOdL3o)-kTSCH(YL6ndNWjbQ^-z_45$je{lSN39rNo^>Kgp| zh3idv!a~_Cfx$Sy{Ho(xn657D1c>Pjth?8vVB;c_!#*Cjyl2#Pc@Nl

      B+s^`xKW zS_yTzPfoYh^$R(c%GUPc$0N-0!5|UW70`HlL)LYv=8D;*u?VBgmg6CS>;m_%Q?rFE ztz(AD#VzfJMd%0ME0)r(?ryc+MP`-O;T)mZah2`)RNmydBR=oJ8l8-m0@m$jkRP8Q zggE!-Zfc#ih1Q|tnG?ik>_yk3950Xo&erI2jB(F3=o3zs_6B>IN?W1BHcnXo06w)w z&LOSZt^MQ{_Z$9INh1U*1IPsabe@Av4Ykyu)(c!ExLrOElG5L2$`pSVI%NLIN9(CqOALyfvjQkChF%w`m6rZ6QKGBVKXh3oTQ^QlV|P789WnTr4|Df9{^y z{&hCEYII&J@V=9%X}1$uls6E@UNQ~{QORGYTH*XFst*s|i-)#ZtzT=m%b6oRnNQO^ zcdd;M;^$EF8heS?%8l8a^v2W0W+V!_MWo22ys?Fz_x`jk%q}Ya(}H0M`FCr%fOd*cDhByvP#J2P|mN{Bo0Thu8UXIBEp}v50wdM z*x;!C^>R847Eh);(y)$bXTr!E1a#p09%_e(?ta&L_9$@#M0u~fnGao~+KXM1)%6!p z)YDa*MFBryPDgJszrFMws+*=HjwD_f;8aTGR0xn{@CGW{%ZpZ?Rw@z9TktRsw{u#h zWJcu=v<2Kp&KwY^I@aY!a8%Bz1o+ z58O}ozP^>>w(<+IeCG;JBn7Wl@n^#AW5gQ%p?`0GW(CZFlgum%4mdnl2M>dFi+y5i z7@dMgyAv4LEQNhI@7lX)RDzAJCwrHogH?_cb+r0De|7NMx?(pV%2CJpmr?ytRXd#wtU_C_gN zi^*i3X3Hq~hyVZuZg_UbOuT1??&26)G3GNnV8}T6MOpD~fP6O%v^L@136Pm2$MFNm zCb?K5caaztQJ=gxBk`>InQYF!@^sWMBtir_eWBVE9l0a?^sH6XtaS}kz37wd;ZEMA zxac_PRPPe{_HtfEl#!pWxu)3Z*H0rlr~)oqCj^ggT5Y$XPEDO1-j|?VJa+I*us9#< zRQ2OL=BXFCv(l~X9_+QSc9BtgeMh}IKQ;*#_GCK&&Pc!}skP>A)>H`PWDm5C4n1m` zLuXZSrYdNb)=&Pu*X=TrI8xtr4}9aF#<&Y5wR2a*#+H}V%B58e%xz=gZS{tPm->9d{nwe%6ATBcF_J!_&XBUVx)@ck*k=#z0V!bx7JqaI}sG{)ryR;1!KZjrd?;q^(T!o$G zrJU&mZo=5M!LfhV6T$k|UE>A1)^yth)0v*`Rw&U%GR%jlK7%54$3)OAt#9Fm z;^_f-UDP(xdkQ{Gr9MhboEA%{v;+Bsw`ez=s;+`+?>ggURys)-uB)3-%jVDm7GlT9cw+)Dt z?xne{I*y{dD|lN@Tg$&D>O_JGPQdb<2G2l08tZh44}`V0hT~2D07QaA9JdJ(ZLQdo zj%zQ&J`cXu?=57xiT?ny)%Qs#U;_czbKe-_rFxF5rpvEe+iBi#hS6?N$e`iMfO;QV zRk3i3_HU@?RY%=3X7NR~rD;6TPv)#+oxrLNII0>qgf4ZvL;b9ERrAEoZm=%BXCI!jG5^!`is4 zp&n=)aaMbeHrfuEqofAj&I=GWqRECQkJQ&OX=g38X4gpq^3|nxR!I~E4cMO8H2(k@ z7!H&-t9i=9%iHVRRc`~rZSQ8eaLH{N{pRVr(xxi$ZJEjQK2}sE<9y->2(+v{lXlC5uUA6*xDdbkg&bz8>I-H`;>gLZ*kL6v2DSUM&ztB|oT4GBK zcGvS6h0JXB?I+Ce$hbToLJuO7X*)7~lx1}jWg@qi!z-t=goW+)vBw}0*VxyWL9XA% zk|fq5>NIwVB~}T$Z}}C~8+}Vw)56C7R!HHGBzMT~ShwC7u(*sCmf{K2at1M;{8U0P zcU3hy>0>8BXi@OB<@{bFlTn`8mfS$mrno1(bpL_w-<3E|K<=4DCbx1Vt4j84oZQU@-6gU9>w2%f zZ0UNf*t|nzk^cZ^G-61WBd~&a$9_81+pCt7R10_JM{w!6Q4UKe^&nTYn@5o4+~zH8 z@1IDT`Z(ijIDd9e8P81OtoVRvnpM5LP&gMxBCK|kwZ=I-@!qAg)EWz|V@{O`OSu=x zf<7B@>5jwy0Igfr-T}8%N4~o$GaQ$KH9s*q1L#-yzY6d5PYv5FDs_!o>f*zAKsGEYta@)MI(zUc z8MJ$QD?Lj|j?_XD10}no7B3&DC%8Ro)UIjEZOr{I!53PwZC6wM-Q=NO2siCz0O#la z?nfTgFZ?0eN^ABr*csnTk)$_KPTzHxp#K1LlU95Se=7J>Tbf5_k~9dc=Olof56srY z_rlLcv5A5SB-s-&^(&f*$*YaDmWAfj#5b^8!ar~U1rPwM(-r61j+>|6YF85JcNY*m z?#AE%HfKG6=xa|@)}pcV^YY0O<~7GGO>$Z)-Re53#S=0ctB|VQhH4>pu43ldr>uB$ zQ~u4fmdj9kuQ0aV>9hhmf_*!EMR9{my=(bxrv^Kb)fjar)A`r9-kVfut)X>TH1$}5 zdiN%{%{It*miF&go@B9GQRPK12PfY&MptJ|I<5(%E{As%5zS=3BG^W#I&+`C*ryFZ z-9;Uwc}sXl-0BB8)Vl(;|B*HC;{0SfJbxpS_P? z@U5MerV>{yM?K8e^F6c@%n%-f3US<@O5iok8htz+UHECqX<$^^p-)0RYqgtRyYUsu z*;_!?x@2eOf-&pCK8(7dpj3vBY$U5cuYOjOBTS(ie)p*1M8g0j6xhz`I; z<3Ig+>U0}Ri|s-Nw~ePrU1WWn{Gf{SV8+r}?5@>}aY#@)^+FHwuG`_{cWJIeaSYDd zZz(GhLXt-V^TlvgqsyuG?>ADyNqHWe@}wGz+-cWp89w|?$9_d>O|C-~u$tgBEC>vz z-@nqbb*&uVSgOFL8-w!#c?>?afgR=coPyg{i*RGL8ID07nXDb`d_S~k?QUbS)UE#j zevwZbE;2wMsp>15PY8Hs(BW+ati+M#v3z?9sVv`RvYcDWRxueWx%;OTou=yXSZN== zMrW1Wp&aDkepN7Xe+wVhCvH<8Qtv&4RYo}i8rnjRGc$-jHN2hqp##Z+l&8C~CIC$ca zG_$A7u5r*~(z`zh++E41Lo||xLbyPCfnEuuE6u1{nAT|~M_F7iML=?YO7uG&a(FH= z4a3cD9JCnVs-Br1qKeSuwTq~^T4!ac=+?J>DuOFE*r0j0D6htI*jGbhfo|S*1I(H- zMtX%D06(2``V68Q)wpw)nj`ZO?kk`=otD7QC{_S~r>%2)WXX$Lm86;rD|zp(Wf8*| zFC($w3i1>^1^WL0 zg>ts{cCg$9$&+x-duQoedMA;sY6DN4Z;CP{EJsxxzdE{+ySv!VX}MkOO{3qzc@@E6 zs_F<*#~Xnk&Xq0=wV|>u7_Go(!OqZB0sU*QjWo-%HK2;oRnA-G+A=*4;ar{J)1}m| z4x1198pq|yAkNl3h|j%e87AI@D|94CZ#IxlPSb#4l+GzwuP==yWCt{i2S!usVPm(k@(`deGS34m^^n#S~3p=Fygtre@oOgFAcra+L8Hw zbhp~7ulV}bM~1vlHN1i3c3{X= zORh^Z4n6CCVy(?Cpy?>9z0Xw9d_yjirpP3Z%(^2G6ZcNz>FO(>(`==+vy$THEq8DW z%*U>ME6Fq;7-{-;s|2&fHQL0#DP#Ozpc?J3d}S871Q6Lo>wCK>u0{v{0AK4^&YN8c zX{D%ZQ7o3Ts^iWeFd6HEkUtz&Wxt6UI7Q8oY2lD%;g{wk*p8#?TX5T@vJLQ@R~)H%my(r1Blc z+_%diAKgB_)dRVo!`INrNP9;~g11%YYkxn|v+eD*i`_aq*zKm782q!unK=g>fz4XB z)>h9_o-KAiDWrhIa3n$*)b}IQezn$`x%A&ygrj82G9=RJC}236C;i(me`=0xep~xE zVrUQAEt??;!2|e|`i|n7Wm`S=%W=BhzIbO-)DDO1T;28U)wTZsop8I|j^&VadUhhU zWgAHBygRFbJT{WEhF2wb900w?y=~a}GDUx?$f{(xVu(*vjB$^~yv`k1HPjo90B#O& zLB~qn(66q)vM$<0e)6(}hQG0{wBhDV(A}ASXv^cw$4m-sw2a{d>vFz_U3qYi4Az`37jgmEXQdh)=aZ(% zxB_ji#sNK?WBH24)Nuy;m}V^lAC=hTk7McSQQ6GjVZTk>NgQp*P(%L!_3I?{JzAD< zx0xoU#=}JroNv0HcmvT+N&Zx}7tIZl`6@$6ozC8;y(fudnYDC^HB)bIZjmT0$vDYB znXLI^y}H$4w}6DVByCJ__|blbP;%C7Z?V&u?c}$$d!Vk-g3-i2Z!!M>zI}bDlTK%X zNpCI%sz|>(5%U%P>WW9X)4V+#mr_V>uSmk@m0zH)HtScp*Dn~)aLOd$4$3_$mDoyg zPnWAVB-L##*d?8~2!jf-{LcRXTIPH~XR66%4yQ6QLKuemiDb`0eFqiW>2@$$#JfU7 zs+ls%Fc0{eku`lZ+%yxfoo^`E<%h~aZf3)8;>{J*~och;sA{z*PX=Um3QR-@yz1E#=dvFl$ z5`d}zz#g?@#9kn=fo(L~X~cScx^5tFWn=3|>74mvX!R{!c!nFNn#W7D^Y6asE(eto z^v~9%v|S@Xf#SJ|rMQ((p8I)x_8!&FSZWrw@wB#)J;aau$JnK}9>R!c)$gv$%@xL6 z?({o}J_`;3a>FDIJr>TOo(Sr$kA+AH@<0lj}p;!#_P8DSjg`Bdar@A*=S9uf5llZvZo@+YdWywa*Cm8gs>#MSnk~rEy zH5~eaJ;_uXj?l#R6}0gas;?(K%} z&ZeAnGj$?=vF>f$1|~M^--A*3dU-~lYS7KL1Vv&9+w}x?rd{3#yDB;lmbqwk7qPy) z)8=P;P{69F8QOoHdzn0%l%w-JO!9+t<5T+7^c`DL(u{2kF(uouys%y$M%4e;n6q;rknXM#*koJ+{E@jSm~K-1}9lyBobqb87%Lx_a=^FApcEQP_Le z(Wl(`mYdY#zv5j44W?>(lFEg45V2r^=udyGW6$AzPSVfM({7>Etkj*aZr?Z`?Jru| z@s5|H*-HhEoTu#(0%v7xh4yb#T&!B8x>dZNWYi`S1Ck>cQS~OPeS^rsx|&@&?hBOR z(YJNvk=DKE!5XAmpM~vZh=t&;JNjn4H&MJApk=uO&Odfy26OLSKf{~PD-kGkxJ-iE zu%r`_`qGjw?3KJ%pJ|L^dm5%D)8D8XP{{XF4^jW9U9N68k`!OV={{VFR)|KtDNpWd> ztUu9MmiJOSel)gZ?v8iF6N|}hwAjfp$Md=MWB&lw{&m{vwlG=PTiU9RmM}1Dg|tRG z*h!JM$vfa42OU2^E4tF8d#K*&#}33t?xTQcmcowXCbdXI0&yNPp!PnM#%p)~0BWXHDl-oPp%>zf}xj!$P zgOC99&vRE_!`e;ojHR#-00re!uttNDPq)^yyg#5{-5BmJ5p8Y27&5*K9;D-~T=BL1 zI!}hin_)9b*N>Z=J z*Y|TWg5jkgi4+ci^#-|kyg_Xhv5_=r9znv%aUpzr?ZBe%s75L3i-OkcU%Qg}_J1w| z%iKx8KEk~#;r5XlS;?%T3u_3KlGL#IpZn61ewY=&cz(j`#oi%;-u80QvwhV0RaA0t zKhIkB?PX!J@cj1hL>4%p!p5f`^Ubkan*YjLSZyHF<6{RtQo;v>k_3NH`9Te5s<$n>cC)M@5%8BIJ zs;o*I1n=i2xornto5Q-vdB1oZ1!hx{qdelad~(o_5Xcq0#f23zMmKT#*BI^Qh64j} z=quBq{4`-v+FBiVi#$lWmDF=ssathb*bn@)J@P7jbs-u>rq~2Qr5Pabr)NKbHGyxW zw3;K|LW~We-6Iph$^MntTFY&56`i~#ZbXr;b~q(YIovx6*&>zR=P_k*14;I11Is&{ ze1kdv0P6}hE3~qaZEWHtiwwCrGB>Bvy0|6MG;5g_+QQu?!Sh}sO971Io}Yzr&IJA_ zvADZpBcA0+<7rjgD5%-xdoi@B_=fK^l11-t$gf#Z*dw)#Dn z_O^!;HL8qCyNh{e``)1}R4&g{NK&9!%Q&!^*G zKOALVd$;mD{{U|#X3snLQw%Y_rmvTIV@6Qp@5j#|dS<#wt)QM8e-7AK?y@1(-5UW1 zetxx~tymSAQ%|&xCuKQwJ1{fI;s)TwI9K7e-zrB}w=0Dk@ZSld8VsIaO_# z7g`+t4uKZYq>wX~Ny}gX-8S_6YJUvtcURiPmPS{@2a-tkkCy}2^sa|c(qPpROWj6h zmueCb8)~Q?pW|H4k$tB4XT)+P&zW&;cd|t>;FKpnDfJxFg#D^_)<$~DSCMB^zJ;vO z_o8o;JaqtP{3^DU;x*Fk?n632acHTYtWlj(h_g8z?Mxgjhw2YmH<~Lt6evX z{4;ZDd8a{a`}1pbi}I|Ck`=u&GBeYfxTwiltp=&2_cFW}aPY1F0E(~f+6zY|5l>kT zf2S4H_;XmBS<>|exRg1HK&o+rh8Y0+iu1h_!TuuEbSOT@s9F7vS1urt&SE_Y>Bma$ zd^4d>plFxTT*xGNn9Xst5r7wf3G2m1AyaMH-Tp?cX=H83rbRZI*Cys@Bp|9fHa7Yn zerwBbG(Ag5x4Sxpqew_>T@0`}{w(%2=sFLHtaTkRrHSzvkb;tR9XnOF)qd4(%^Qu3 z4;x48Q%bDqHx`VplCk1D1UAm<;zg+-vrC5kiWAq_iN8dL6j_RWHL$F(8Kd-ch~dRbZ>wRLsd2R} z2Tz1u&v)cPl5SPE$!Bi6ewC%5XqqO!rvCtMUD*ll?`JbJN>9o`AwcbbF<9509=4Oi zx}A&4k_d~sO2d>Rnz!(x!sZP(QEBE414xRI?#NS&l07q#T)fHBlZ2hqE}oIl-nqYq z8PduKRGt1h?%Bm(lYAI}3~Z_}^Ob6E2%$3VC+QbGRuy;0{@j73G?2 z7kZYlYi(<8CAyKpiByHj&UyB)Z@$nL`u!!;uFb>j0j-yall|W3p68lXslt}8sjH77 z(0-Gwcy8{}G}G=Qg~8gE@-RmSw+6BNOM3=`wq;mmnprW2Y=P={s@J{?vRjjJ3OYbX z-NtZzbLm`!`W@f)gG4qmA;@+o2mb)CSjAIr<}#CeqkmJ=ZM<`*!Ugm;azP;hm}Fq} z6-wj5ka#9P?Hg@Q;&Un(B~?J6?&NcxnH0@3TfHhd5WuW6^CJ)Qn(wak6}|Aq&XlD@ z?+}o&<8+^U^6gGFWeF(X-MOVXwybh6YeLgPjgrHUgIwqO zA^SAYtnUW!T^Mo`Jb-?c+xV9INWaox*owB}n`MD;?Zz+w?dwWbjFy{;=r>D}*7H#p z*X=wd?E|Zf4U*>rci~+QpQ=8qq6U^x4a7%dspMzZukx=t@b&9kOf4>FA`7V6F!C?l zIq2E?R{obf3*w^$D=@H@GLBc34mISf zZ0=Wo1gKMk_~wae1d%b&$=BXEv~nYNF3x0k{_!W8hin5)OAAoE{{W=i9=UcL0r*mC zOlR=rrND{ESkB>&#Yq1E3e52OTw2>qX4@QrRg065qaFS0IIBhXA-0hpjO<6*1=gIB zMFcFZe1!1K!vX&Qr{h#@^{W-rt>C)9x|w0gSR*?l{8)^W^sbWOB9p*!3#py1HCY>J zBcCl!GmlO`TIQhe)s)(J`x>zvljuCc9My4hMp_ixMjNspI~IU|9eTCBbZ)UEu*W`PzkSh7FM^v`ovtTpS84#hlC zSUtPS5N~t`f!v={Syil(_cda&z23(IHj$~?PjH&0h0HQD7I%>jGwZvhdMAVQLf#*+ zTkDe=C}u#6SLGy}pRIJ-ABin>Jv+(1P0KkkOB;O3+3(F}c%IgK3%gVcy4lB;9bW)r zrbliol6C#6<+i6qTDeJ0YnAJ%$+o3y$fdMF`_nC@!hYgV zcqh=)S^UMbfQ}Gk@I4;&|c&r{mE=_P{F1@mD>axy}m=dF3|&bvIa39leA$F~5W{VT4H z-%q%LJB$57NNy)VAypsh)bvsBP}HK8#*=8L{hNEL>O|Y9w}5l$sf#Po-76ySUV^O{`ZccMz(U&AAwOIf(I)tw|O=0+8FDgF>YoqAV@wb9`iV1bz4O*qQN zdY~Q2^zB@~hxAxAyUU$rL=n7`;M=n9F^^(>Yp#prif6d{2CuN;_@4`me%4nMYfE#H@m+;?mRo- zm}OPE)OSm$#Mv&V8xL+rQaw#G#J9n;+np+QY0=m(p2KNgcp&$|tk<(rx+2kZo zEQO?ICnwAsdG{ubTFIcdNy99NPD8IkE7<%AqT1W&W?jiMTxH$y*S0yVoqNLiR;zD0 zw23Wm;wOdw09PR&-W@sh70|0LVX5kw=96e;JUE(<+6j_H45+;^=~3viT|s9hN?(y zYO8c&mfmiwv>k`iu_x5#yPaAhKm!=)D^BZHI;;w1g;7xsFY<0?_pc(OB;5L_7j!Q5#zC~zX|GguFV9Ht-Ze|{{Vz-d^xL4JQ8n(#v?KUPCEj9jc@A`+*{iHqRD``i;x?T z!_bQ6X7O_0THD2YXhrxtiUacGcNHo7wnmOh);!0>9v#%YFLc*4I!^`Lljo}a)+Z%S zdK^{?J+nwqOzvCmu^)E3y<0vsD6?ICn$ib2Mfr<2LsEEWz`A79+_<F6u3J`%W|P5wj#fDYtfGC!?Rx$uR> zgiP9a5-RmW%MYimJ4w|pEf-^M5&{*`y8czkHstP(DYo9FtE~XT6mz&-slmr#{zW@M z@e(TB*-F{Y ztt461o9wAI!*$$*59?KP*rSDyv%g;E+*Zd+15as;pr+{Ev6jbQ#<8_)MAhI~qqf;| z0^=XwAL1%FZgmqp(qF-G7*)({>wpOD_|_h!;wGO|f3g=wz$YAI1E1EJyln-mGj)p* zsoE4}+jjzzfR0>xeig;(X$-gP1oE^b=WL(dKK0e=R}HAgACT^DH)U13pJQB&?XyLA z{(3sMJCN`}tB$9gj<-6TQRqS!ip(U=vWZg;Q=vYhvn}1$)@2`hBjvI69gRof=_HFr zOL<*H<%>ZSpLj3R(xSLB%XP7bm!7*v>+e`{wAwunYNbXpOH;AYtWD;X_Jx`^xL#%6 zeqetZ$q-EU?oxTi;&4IlNTuy!S>w*u0a?K~2iNhf%?)j=Z$8_7B9Mb}DL;L?V0Wzb zxw3Ik*IN`Wv`A)S4gB*9vY@W)VSb{rW721}-75?{ZSs;nQSLo!pw_2`;#-|TrW>RH z0i0GNUfoFs#kkxtfEj@mrP&_Noz$M?JO2PPaGvJsN6P?1H(#Y}Tj|RAc~#6RRHSS< zVVATpnvfP}j8WY9Av}w=rBoRxdRP zI0KEtC-W77s@cAssEB8EG5KMM>KJ=fqmD^OnoFrJj}-SawdCQ1Xb#qPz|D2A>hVLR zfRotEJVgHN+m2NK0CbVb6~yXiQ(I9f)2^bk11TYls)6hO0PCtYx|{i`Ig`2Ks@EZ6 zArEu$J4w7{sR!~Rxrt$J14Kgpn5)`;r#x29jLkj7$LEoWBoFS2=5)o<;jm&h3< za=VY@D`_?V01U%#BuPE*nT!TV^3DAPMVZw`tYW#Q(JrH?S)0pkDdq^1F#B0A$}e1J zwrfi3U(hVBL@-*%a`B8KNX5}UgQw+OPnV<28a24Mw`p4@YnZYR;xkUT(k?CFGsAIf zc>?lY+E7>z_f8Ev5b-?D?Hz#ePN_f374MZ9{usbaepPnX?#4$Z@^^W?`6ux;#OT@` z-nn#E!I@Gcx=V>N5-+c*_7&e*t+tA#H01LxTZu0w8FxP3gV~O{$21xgToPT#U)9JD5x3dN} zQU&VGn(DNzD(YEPUU`u^=XW@+7m9WL&Rxi@I+RzvH0`P8O|2}G6^dN2<7pUg#2#y2 z&g(l1mEYf-X1y0x@Mevw+Z4NnnZWsEE%Pb%JwJdQ$%PBF186?(4w8?*qySI^SPx`o2;ivaLi~Q>8 zQIxglB`%9oZ|$nCzF+SPbl5i^$W-KC7th!w3H|nUU(-3Lpt_Z#RkV&fJA8bh0Lc|; zZ9KxI;azh?`D{)erXF0fUW}=#P9X$F#P#0U$zpx$07}Vj#g$BKeqcu@ z9X|@(@jdO8t^2`bNsR4c4OL8s{{T;z2@-Y^ z#pRKP10jefr)uGJ8|KnHRc&^$E3rFp!~yTg_O9bz@g0fOEv>B6&P!`~1dh1dzCsQG z9-P#*XQ6wevJwgBWelh}WL+xTr!ixd9)4!=QI8l}azku+LT&d@r9V6l+7&%JJc!dGp1pv`#} z_~ucx#=t8E?bo$(iK*)vhM(lmKbab_Y-Da@_;sd+_ zp;mtuTX_rv+uFviI3Zh;{EZ;it#s(_F0L-4U$Y)9!3IZu%a5;G<}5C6CVQPm>S4Ze zU5OpZr_^aXT?;yzuY7B$M`x$2rkQHrH105@_de#cqjuDm zJ9lOX&IT8wpL}+%*xWN&{{UuMkq*&^Fb%4U{S7M#XkKghbnAFD%`qP9$WWpb4Wg0o`>*?)rPrq=FR4`R=Hno%mMyY+W3Ov?pbba)Ckm!qZ8FY z=k>2K@Fu9*7mO|Uw%dE9Hsz0SPs)EVE6_Y!EYM!YstNPgV&L@Wk&0bKH=#F$- zK62&q-r-|8KbaNj5I9K}Cjgup;ru0RQg^$QZ3+9780pW@Ms*JoU^mFIMN6d>bG zT-g-0PR>SP%EX*>t980}R|c#V1pF{P>Uynl_r)n}G*+Hnss{k(qw|Ly%{E+pqw>yr zRA{*zbIo%$?r4^VeysBaQ4k_F`^-IkE0xs&krRBl9X@VBuEuur0a7rhjGnd5YYAv1 z0F0Q&%-z2#=cuo#(@EPyh}QJmT~A7!OA#_6l8n4CHRqb2g<*TUW2U@fGdQJw<7Utl^{Bb)coGqd$gp?Ki`% zr`%q=mkvWT$ooM)nDnlGO+weh_6Ekq)u)hVTaKjv0J1Su;nlC>yB603-a`<=sX51| zHB$24d)ua;$w*as#(q!-*1dGoS4TXbV|T;0c292`>N5yU)PyXT0IH4&{Bw@A(A|7I zuvtX)O4tEh^JYvyR5u zNwkDvH%eTeU-B!>#^M|;6wWMFNpjjc9JTTotZlSiC3a6E1c3o0pw3GZ*A-(^v3TMd zEvcJwD*o`ES-nr7&2%x_i+g3ix3@(o<-Szh?0R$UThsplrD-hajSSAbWqxHf=levq zU-0J_FEX<^Jv&>APSZphz0i|Ti1~X;g$?i(%xw=Zn36q?l4C<>+M{J ziO^Y1)L^F}dE9#veQUW-6luDjgrq5R2ii@U-2*sQ-M6Ldb(_u z@+&xrc0|DAcJ9aNRpZd1yu4NOn%d_(zCsE2s=6(W*1crxw}Q^r4Y_Z;@=1(=j=)v@ z8%=w6npx$!SsQ@h72QfnLhU;;dt9;h6wzAkt66^MpRmSA&}$@i`*_fmTsnIXnx1gns6xamqUbqP+=(A|r~wwh~4ZKfkfZpY;d z@{qsYC%txWudAY4KvrVQhR$%q73LONWvr2_Pd-a12$q-eG_mWY<&ZNPSQWgKLVhO@M}XO_ZA<}gN%#{(GY#%kT< za^6L@-GtH3yW(eL6S>p#<9>af~Tkk4?ve%|$B@e$H5wIz}X7O#v?#^C$Ow*Q;KRSn<%7QyL)!AktZ2R0gcz!BLr8?n*NQecz)zVbpTsu zaw44uLk#iHW9?qOsCbA?f|7(>iF!d!$ zR$DQt^D~<8e~Kc|^hb&9Ug6}Me&Bw24l#r4jw`>@ua2vy+g-d551aFOG7K{N8uH%= z*iEVHBJNmPXl?NL-Lw|%&*9R$pAf#Yt2_|fr`he}8`+h>XKz4#1x;lSY39t^((GRz zXjU`W&8sQHTc!+gpvfn>BmD7P7K5SM>wjpt)-JAPw6#&TJ?EVJ{vE5Q)3xiDw2?Is z(=3gLY;%r;AHueWgY?J(OJMFT?f_+7+z&zxYN|SLX|fc#wTa2w$*1U=tUA7rrKaeS zkVJF2vN4~py>8iRkE+8B&zzrVolBKN!hf=UmCg9J+HE#S;c3bM!IUEW#C>b6)3l8x zbjxd}|H3)%i z%(A42GQ+bEdR=2zi%5Zd#CBpp3Y|jw*F2vRw8$@fn}}{!0H-o+`L}0*jP%80PBWZt zqCQP+ayzfLNq#ig2M`j{F+6Pt{{YopPMxSpcc~bh2WR<{Y3YvD<64J`uHVLz>ekB8 zB#pF2=Z1*!gZ1lPnc;iUd4F#)UoGI2s;KYA4>i$RlZ;bf;Na1}uV{LIh*QhBg_haO5s2r zx$pI?%|;2dsD#nnK+{{vowPC8oNb+^tE`i`#1^s;WVpCEPC6ccrA?stlIz0v zSJ1R^&*ouH=J|e8)Ed#&n5CoINKct(m1K|Zf;c3fO2*MNXVvf3V;lRwI0!$y$FQsS zWVP6|?zKkbUNDzXbH7T15AvV%jk)~l#kQN_{dPYkbEj$@0#0~ur?25lCxf*65bV2* z3&)={n?d&#k9}*VMJmGg@Vt9>VO^wUKHY_6l79w-u3PLye{ZVzQu!KKcI<4W$5m`} z=lWNpXxjQ~1w2Dz5c@))hfua0upi$ZxULe%#7hzz3;VNiV8duLE=v7D>ME2^ec>Hu zJzq?eO=8Czmz8BbRjGT=Ng7!_j<3eLd^(%StZANGy07|3jOTFv_xRUGr%J8xnpbAe z?ucSfe1TlO{;j85SvIX=jIrJhVo$rC`SjN#Dk z%yn06>a`;%@Z>g-kCoOqi5y@YX1VLK^6Ed>@O-mfNQwu2qpKfp@Txkei<&4G%VH!& z0wg1hG4gc|pmF^$#P)>^|ZwcT+vl_fgQi6=H247gy}LXrmnS{p0*2^{!vTnuYr4V@=Z{5kd)Lase_- z$EyL@dQmTjr)hz>Mn`UUe|Y=Sma^68Q=DM@#%cQV>t&Ce1jV?wR5*=$ZT|oozv3Y> z*|HSL^7j@!4l5$ZP1W@4_Lk1wVK8JX$S@=y-9Dnai=9fw@57&HxEM(nV@9NI4bXw_ zn)C4yaHyJBOckZ6&G>51Qq?3|eJsTYiZe8mNJ3Tv?&}C(9pTS3mt~8-HY}H5FuEzOuEN z*UtL{3RHZ=zz08-b5|N2#MX{&U98+OaJ^N&qqTJwUM-6rPNJgTX5bU|AN&n+{wDD` zj#js^0x7Z>GcOK1k7^;#-H|)&a9V=uw|C28ESavReT%dfF5Zf3y|VCh-XFAqbxlS? zaj>??TNugw>$3js>XR`BYM|w5`cv<=vi>K9u&e9hTFe+TeV_y+%3Ba*^NO$!=lP?k(;9z`JufA*Ei$ zM{|nwy#mI2+d(zuywE}r3uy8IAdXqR{i{{9I|*SiJ&Y0|9EXe?*D9YUyCrf}JuJ^G zlUDmuM{8yoEl35GPwyrF0DI7TS4ZK^Z$z@Uou#{m+U0n2A^U@{1JbK_hroAMWv{dd zn1Pbk+2w!S{{RZ%wH+dBG+Az-xJj7h{M0MY<65XfYe%50;>_FqZf#3dntRKSv`AQj z;NV~$Hv4;5vwS}A+;%=6eNOGSNpbUSBOY3hUwZMKH%S-XE3&q?17y+-z>WqvKgzxH zQM!jt(~<&qMsu8gwWcMjD5B+MsOWSp68hn<)fBrn;;r)qKEv>*US7crj}puGI+o)V z%IMdcwxBMCn4w`Wv={ZHpTpm3zBXTJdxM`c=I1?M(0dBwl{@b2WzVJ3D{2?)d_vC! zwAW263L=m)uF^ldpRIC!C)YJ~yh!e?B($A5ggRrtPE!8JWEN9Ivt9v&3DkOj`s+M+XHwK}-|cr{m6ts-2iMZG z=1u5pCfc#d*z0K)o|g9tMD|WVWhG3Dj02ARcC1^ic#Frnis6Pw%?l0~e~o%g--f(B zq*)PoUUzUt8OiO~3iHR&Y%jIQV$$tEX5k`y;l0T{IOp)K;mX~}<+If1?>25tQrQ$K zV3Ma@x#&$=wt-;|WN(>1V&2_rwAOq*YBcuK)8uu7Yq%H%hdHl4x`ums-pX=BtMW)Q z)ON*gz4c@_?<1)2cZV!y7aI1d7A@KFZxak>)vKVs@%4_E3P+@@SB)|@(79hFfxzAC zSsJdW^2={!5~zmWAWjcaj2!5p;&zFDrn|J#LpmqT0gUC_{hrn5 zJ|WlJScMkTbaBSnZ1Bu~!my)_zTXmok+?1wn)Ex53XL*hEPwIsAj59QA6nVQofe-{ zX}D5pn0^GZxH^N~EFxHATsO=C1oSwr!o=!66S$G!xQ^!1XWmf#?rWJyuly%>_Wd?A zy0?&Eh6JuX@l^GX6zh7OvO_(pTA=yMLZx>P&!rNJsV-=}87(@Gnk@F)9ah@%0>RWV zjIi8rN7Pptu4_rAYcgERwV_1)+77ZdKbO68o&@nHmb1ZsA!a;8?ngn@f2~{BG_UC~}I3+rf+b5-N=z45AbW=T~24|7UX;qb&`*q-ZQBr1Z?U!_K z4O~uvuO((~`8-!?Zw0oMZM`=6>;jfif^pL|#@y-?X-IB%TnBs%V1Rz7rC!r@*e)l< z)ygh;+Qee8jJ%C0$}u)CV!OXkqk1n;6n?ekUOyA*I+&Ilvc=Ik?Vp%qABB2-=ZNk0 z7;WyCIp-W^ywk<^P)~lpXq2o24CfgH@&NjBYic@GOz5LDs;3w8GBi208ST%PX}a5X zMCF18Ki0Yk=DS$Pf(%GcI5nH5hnjVU8Ces#2Y@SeAV{YD($6%X-Y4ZBje0Emnm2?L zTe%cEkBIHg?WLpsB`dgMs!nV!?hO9`XILEY<|ZH?!n)+W)9uw2wnqKk+-9=18*ML8 zy;ZclNT!p5$;MC9r6=SHalPdehP{q0BUgfC4$!&CWgR_oD=WkdziCUD%9#uZyTl<7)JF6;F@J?)^INhVu{dt)C0IKWV(dRGB+rd`>y zO9brD2Ew;*ZoMkyj=yv*q_QkhEr9}o(*qS1z2wowG$mDy#6>p0J@~98y^iLTqNYHT z%+#m3&&}s15vQ2m-*g3!$ z!Kz5YRU6Zm>$@$(_PwiQl1Lzt@In1edS;A)^hC5o6UPH>5-%G+9`)tYOK7qQt#4f$ z`?3y4(APuZuM-O^*^=hzo;`q|Q-$5%@ut%fakY_$;)S<|Rk#sbqwSO-=NSW&{{ZW) z4-R;0eP;3-%hF5{oPgOpXCX)DT9*l>YLk7U+AE1~8H*T{4UA8G*1R_Q%r?seQb8Qg z(KC{x-yJF3)7U32X8uOh?+ooFs%#OJ+RAwZV;t9)MezRsP>)l(NTe3fMxm#v8k`WS8vmg#%>0ed_E!9Jsi;T|NobZBOqmB}E&R zbHLB3?N@JQhVES5d6ASE{n!A|Krg@D!1wD~8f<^r`ZR3J=Hl=7(&dT9e(3xKa$>8x zP`r0%Lc?>(Q?{?EqGgI3X!OlCA#ZIL7+(JXUsLZ_ZLBxR3?mt1$;Uz7v8+z%i6`!z z-&0*amiuNd-`(TdzH+OywP$r$dl+)Vq1I`TMGRpTK)|g?-^-9N?N}DqTUa-4m8iE$ zdsm}{trZjIaTMg`c5Nh!Hzyo+HIJ>WwxwY`qpG^dFn0`!WY;7o2d!mKF>L(Cx5Q%- zk1dSoVOy6mzwmfIQux+bUj=hE?R!k?#`c1w=tl} zEW`nmT@AjR1c=S^0o7|SN+Fq8jO{r!(W8TgTI9pQN%KhZF_k2xWNvBks>6T)$3c$O zHN;5KlZ~u8VyHuSHuc3M*NjK7>0d&tQ&6$sx^r^5i>v9WAtV4YIRm%7c{hl(;iX+Q z^lP~hiIs7}6Z}K^{&nj*jo?Vj9&kN+*8!-`FJx%lR4jyyA4A1?k*=v%=7-GoDPbNe zgQrt&hm`A#2C55SDFE?OcxfS<#4A0@vq2v%hQld677m(bc8e;;*RYwGrdIyg;!JqN_{&L%Qj&G)h-d;?luewAZqiSJfm{{ZVCc=xL? z?lInjmiIUdttBoaRf&o)JRZmESudpDTHLI5jftP-+O3sg>U}X@h}Jqx?59q)yMpdt z^>*dHLGE+N9@VX-_;$+NTtp`OMfBjTvYZkRa6Jb!?ljswXHm16rhrVsHas(9ARk|) zcfK3&7K?QlYwPLdaf0!o5wGTQO;^@5b-F`w3KkqkwEqBj3=vgyU3P5(Q5F5XlUW0| z%u)Nuy}iW}ze1GmtdCpL^o=t_fG(A59lG^9MoaxqQ&QgD*h>>bJP69%m2t*vm$cXP z$)l3zOu3Ti5I2p-`Lt3)g$i?)C*Sp`w{mrE$4=JTQ@-@Fw%z^W zyN~Od&G9db?EEvK5dx{yCQ=}X01BV)5IYanyy9OSUfx~*0H9i|Y|D?Ep!YcIP{F0$ z>dtPir7t|pGb@hX)mAA*$5|N~UYm2NYO3=M@<_#rlYmL*B-d@G_+oQ%{{Y(zY^+pu zx5S10y@$PCm%~>tqr-I+1~R8 zeF&;L#j8zYZz=|vVq7r`oE|!RQPh*B(>zC`YH^8WS?y#Wdn1p`R>>M{%2{tzkUm}9 zenz~?EA1-e?4Hxf7{S=vTkFpiuVF2WND{+U1P+l;!T$gXO#!oWsx_6`teTTg2sy?& zemJgE#ySMIcT#G)cGvk8o-x5E`@`_XboT;L0GXmvozEDqb5`+6+6_ZX7SAozi-?{q z6aj~Sr6I=m(8%!A65M$c+z%{AAdwi4^_xiGA58VHQ1NB!MQ3R&HvWCf&x8Yv3}o}$ z>t1i8MLZV9H!TBWFJr^Qhn_DgAN z=5H#emp_MU+PLypJ$=vNUW)Np z*y+DwwT2iV>9tpn{=IY7siz}6ykm;@5l>IoWwL@`VvV3VWm0f+^{ZNTzdp4i#T}}_ zZjo>Kn{zSFILB({^%&-gz}x}=ieD>X7|1>9otCeErd-=iZxMBiF_;+u-lX!m`tl8A zp>u*WlF^Rwg3N+DhPQ?&R2bwA+~+(I`Bxm4_az`nZ4}8fZH>=8eQT@ncBI<8>unXO zL@pcmzjz-?=k8>`wvTZtdoU?iI>OZt3z!Gv2!$ z7ve-ZsQV?xi!w~ZgKRgT`h&)IDl*W}xm#%1T+B)^KY4O-pXpcEL(nGh)ySPy+T(Ni^;!|u2r#0_=&FOH#)Nro*-;z=&! zVlp8lmF#jW(X8g8rA=I`Sn8~_xUHkp?bC4E5L^?S9A}eHPZH_&0WEy1kRl#iJ0>vQ z{b_WI^wlD^yM?#MB#nd9IQH#XJ}kBxUE^w37R@D`j-aek6)b50)gpA{HJ?m%tM&nbpduzo+kyBv-e)qjQ!#AJV`nCO)&8vNrQgJ=J zyLW71oC19?aDD4%Q}FRJJ@B|2vzE6}kHA-5T9N0oUW`>Q&@CgivG85B+(@f&239x6 z%&*fR)3mKqRlK#4?)3|a;1ldn>@kqPF+6k0u1#9vdkNB8nGq4oCAjIk)c3BJ!*>y0 zcv3csFE8xqeD6%|Ibl&a@~-z{SF>d;e(v8%)6DadfyUU3e3IYiy>m^aTi?YU<(0sV zWnIMFZ98{kWE+LvrZ8{PpoI1GL*%)DrdmPj{6~3^R*E%CW(UAFUu67>$^sbsw zTl{c7?#>}ymCp}3hdVUn&3V6hLu1nO9 zPLkH$6A_m=GJ4kuKBcYrM^~E0JNEJ+a?!^i+=L!S2h>+QXvy6@%W5%7!b7Uuc)P_~ zWcP50t>SD)5^zF}OE!ILxw_LOv5#bS?x#5%fs%denecXuw|n)gk%M&X(ZmK7K|OyO z?@M{I11oPTe~X+{RGL!dT?ypo-183*O?*;G{s7I)* zf;q_A%0Mbd&D7UL<9~@McWrf`Y0#rv$~?L5h{k#3DE_s|>H4*erk!?WGa00J7Q!{j zIZ!iQoU-7VEUXJEuUKMRi#IsuIb2aoaPN2JBZc=$U_OC(GG>LS{BsgQfb|`cF zIl!s>I+|vI@b(=*Uqu+W8|1oSf?S+!_2Z>#M|35TC5!!D6eqYn>kLgvOWo*H_1vqd z_|f#eK`eG7rrpvp>$|Y}SD$OPxBeaRI^16^xRQVLmir^_`^S;ZdKZmW$x;Jxr!COh zNOS}`IL0|0kG(^093C(5td`PP3k$nq7AaW+K0xcxaC#cL6=OjuTTY|3^lb9$-B{d7 zHOmq%Bp5DFF(>y|-yKan>h|(mBSkc7BOm}=?kCiPR`ve?3izi>j(G-~3A8Kayw>U% zFg^W7Ya-|2{=Z|T{{U#-S}ZpC8?xZI2i0rPRjIU^W~z#kvAM14tFGFMglJM_08I)4 zqHGKY8Shl|r&hR+PO_NFl9iI+gMh?;572k45pE&|6LY#gn+AWEYKFqq!KY7Tit|c#b4qq}NZU{6Et6F_+G{J)|ROA52wGhBMd$ zs9jGyBgsI8By0i+&Q5!ATl(*hVqC>zcN(gX`DGqQ=l&Ih+?%vrkt`&8CNtsZM#GEMq0AzN}Rld?55O1{o{{Uy2Gbai)fc+}-o0tH-}+Un9s?j&O@{{X}XBmrDWCAov0)`;4?Qpi)Y z4x`Z4UWfgOYpqNtf)RM6BudcznUdylMd>-_p1}i-Nt)Z_T-vt$$#& z8x6>ihQh{;yp!xJn3lnq8E#rg?ZLuE?U!NLU{`q#j<*+23_C<<36=0O?}Jw~HPRZz z?si7yC1Y+elk)!n7q?2@6KQA(Sn{2J!#cIP3xlWqmexfWgyO` zsXS1T=0-s;{oD`Ay8i$a%{}tRG|%&094u;cwQHWX)27n33pt=N7Fk1(F~$#S>y2d6 zQYqA1GuXZ#c#1uL!s^qm+nZn^pNGl2yq+k*q3v&p>m!x;iA8O}6&KV0_Ft{VOHr(fmte zJ*@D@acoY*$lMRFs5O-p?}%PG4E6>XNBcO*t}|Zn{{V=uZ(`JRi=zpTK41S$EY5)!dmMrb+y!z6?RR|s(8a=0H2}f70{EZtLQ~m zq|!%wHlp@dgTuO94#FsePb_1S=c&zg8eM{D+CzzsZX_J8bF^18qw5-Fzn5&Jo0&*5 z${Xf(Jx{mNx_IptGR<>vBDd+fL(6+tH21ZMj;`p%7IW(N@&u)Gml2laR*;Uj zy@|A9`?1Ni&xP^5<~vNN|h{A((S#!W|IJ13!|X{60~Uhd)kR&(Wr>^f$=Z^hP+ zXRFO|yLMfoW7h<9Kb3pS$^D<<)rB8)!FD47&g0U#h&(@KsOe90eTFLFxMl7S1p11q zbvYfv>MdCFi=VRUx)q(}z4g2|@C}lolW8N`vF)su=HfMyV5&~mC9*|#H@*z}CA^xR zmmCao#Ky^yjP|M;CY5D=7RGjKYosNKBL|P?^sUuIqj>C3J+>-7jBYgPtnQ01lsGxa z$6`I}jMVhmbeorfrB+}A0=>Z%>rY@UV0D`KdBY)9l#?gWSDfk^RraTrE7!a$b#JU#!y7ndSbk-GJ54gzN(PM_S&T1BA^B2zy|{)pK9SXj}iDv z;`V5vvbvmd1ktw8Pq6MQ8ZJ%k^D}~zcSj$o_?hh4hWxbqvQq3pX@D9>)aJ>Ph7@7h|A){fF+?wr8+RW*5do#52ZG1`L z!K?^^-di}1@;LtNhZY|cU1H>EyLC5;Mbo1)MCb3Z1LYa| zn$@w=FKzctaTo8hLlej%u`e|7C7sZLM4xA2jyoQs@TJW3OiqMu>PK@XDJQtRMJPPW zmflZJ{MSokq)&CL!NwyeKHvjf;IwGkIj!zImH>s{&V6ued&4@N{fyTQafu*`He%&@ z86B#cPf{t}E?F8{)x1C2h9a(@jo&Ntimi2|+CGvemh^p=LGqVeH~#>xv0&G&E^kax zhs>G5Wgp{F*}wOIM)2(NnVYZrQ!((w=16_`t zrP^t+1d;{v$mPoOpIp>-7M7Ma;!-m*kG+qVKjT|^Zk2nj&a&JyC8~_))O!k++h(+> z!i;&ED;r^PAcn<0M&QU76}zW+YCD}ceV$2Txfu>58CUlQwO`w1q&q>UqO688e8>5T zHB!e=xrN?&?j(`NMJfOk(k4|WHF#)LlFIi?EgjM`BMumleW@#eiX z#4uXTJPmPabCpQf7zJ~ap1rH5heI*jwawhYV?nru>-4WE)@L_*)zt3WiID#Q`lz|* z<}*-&irt%*{xCyjB3@ctbJ;=H`aNX7Y^Wf-Z{n^hg`iuP@>n3LD7Z&+UKeXv9NM2lQVMA7;g@f^nzXkpqvbqTD;}jRN~?fC^{ZdnspbK-f_EVE zT+5z29#u>vpF^Q(q+~2l6@ z#EQqUu0z3hqFp`h*|#)qah|}}RHtiX^fk|kjilmzMha@K9ui%S%S*XXM?S{4p}0uS z8=0Rfws< z$JVo^)gg*9K@5G(Q>#*1By!WhYj%semZD_IZU!&~b8j~3)OwxNlHI+-oT)kd1waa0 z=4sq0Uzv|#iq@Srx7_t%PBdwrW8$Nq6zT^9nKQ@GS3&UiQMk5S+iPUZn|{!Zfsu|6 zU#((XTASTsR-X#jC8Ps9u6a;@3e@nb#isa%)+?rDGpUc}AR!DeK|j{Mrjq4~O#Jr~ zHBxeGt7lbh9K68^u21I9g3?o#amoUEf_e(o(0mDht@wW0Tm4>J zXju7?+s1(9NzPcFa(S-m`s+&2tUSB9?QHE;c7$>iW9iy{tbdL^E>qE8HN zujR=sOr<1K&=KCbEl*p&@hE}|wvAzkmfI3-1p1oX@$ZRrU2%{NLhF&;tKN6ns2E4WJ^F|C&v+=T7U00X5` zO+qVocv2M$FbTYlL9KPYMc0-VWl#!*&wPVaVB340IJ8*2JZ+i2R*M|^n!93c5`QFl zZ8qJEamgTOn#(t4S?uldtQpSm4`2x&tuom|U0+-yFPRL2PBZC>kiCs-l>0r>v~eP< z05S$MT%M&IwpVT=Oh&&j1n}9es@~{dS){C|?~#v6<#m(~t15}#=S-F$W9TV$0}A_2 zg83F1l~Mlyh16iF{{RZjv(hdti!8f?#>X!I0CX>|YjOu@;<>qtvleZoK&~5C z@g?537ub-L)6=LN8BePpPeDVMDXl6_riFb&&(w8!9@&i6QJgBfkgi8k1!&kw<`R-y zy|XVxjfU3t6)u&cO$ZH`Lhbvk39aj0Ig;iUSQTU~@}7e~Q(RKSwDdi7f{db*3r#;# zk=g}Tf&#f$DY=RCB-crz_;1JnC}Sh?^2_{2wKTg~<5Jgl{!?~R+5Br+6uSijB=85V zbIzpdd`#%4LY*Ih7qtC08w4c|=WsV4@U2@-*&wzT)84B^myB*utUrVt)%$2y0Fpyz zI5lxyjHdgO#--c=>sr87J7vr9&~j?!c2ibIG?-Op>T1d9RjJ67MJQqhGDo1Qj7Cot zdGoP=>y9fvv6-Ynf{~Ww4tiHRbu3aBam;6t^sS9X$m$k;K%PiGaKYm^JQ~K-;4n&I zjrRPzmAltHO|EoO+`+h=Um1w(#~}5tUR5h2DMwSDgjZQ`Ah?fbnYEW0$l#x9#hNo6 z%!)~H4mWz&G2I;u3%ix_+8hA=0cGh~+mCsH`qq}CrZ9H6h_2Q-A&v+&mG@f(Nj}xA zZDTn$*%Cz;_RWmaFj8ky?VNmo^Io(hwuWV9o-)#Zs*fWkyf0IYjqAP3GOtL+dsk23 z9bZnhNfHmvO8SzNIe^vvaXX&g^#UT(lE& zwXS*TIW(+icz48$s%s4l@HEpiHP=(D`u?I8IA#`c}*1)zbhL7D9`kbN&^;GGA*mMDkmCWX4i7=Oly3KK$0DkB4ro zwb5yEe4C+eW{)HlC#PD@q$vDS+|N&$SHyazui|OWp>-LK2p9KoCU(RRTFS7FSwk=c zs+lq?#W-R#W=(5;fyY;EPYOux^N**@a0_?O2v^LSOF)HIoc%H-Re<~AVyV;t8%dt-m$>v45H zp=Em|^MplL>Hg3?0Qana5^IaD-db5(L*>H=+IJ9e=cxpB6_iq`QAsPV=Fp=)Ye?$6 zBP4z!jZ9g9TaqMA+4moXc81x%wFH?VQ8~|i`~DT;c30Q>1@j#*FM&}t*laddoQ~A>*xYImP-gJ7AcZt4eZh(ov_VpFd>KC?JeapbN zD(DlWXK^R{wXHSH4oPld%O$0VJb$Lerue2$ASc7Q#iAdS3qtiKKTmsjx2S07|}N=?ZQf$(v~LuKMuwlhU{8MyPDzWvz2 zJ%0*Nr&2W=-E=pW9%*QMZ-ym;T^~zm&+d)73=YH$AJ(_7R2CZ)Dd@3aI-Z&* zSlr@B^SM(!Pdwn)HKgePTwC6f>kMZK#~X8w^|^84OTQ87S14c3)9i`z5da&>?tM-x zFT{^^Yv9*e;es&Eykzb_H$hu_N!>xcOk|X&p$*T6t%rsl`sV6*!)~1voW`n87++E` z%~|koi)OeM`YezcZWTzjoC0zOK;zq{Ym(G8yZv6?-od|hXBsIg4$yEa*M>Y}ZQ-$~ zKiC@L=5P`=4ShfPIpQH;Ga*zsNDGbNwvS8 z%2+Oi+$>`#5D?h+^sXyS_?v9kX?JsHcN->G5jbSqj+i*CUle$X-&pY^dX=4n#(`JO z-oP}N>%i&7az_s-Hl~LfGCRFf$6sN!jm#G_2^F1!jkxK6e;-Qabq|Qwx~`DcKVaJT z3Q>uCj2=2x9I;KSY6j_}kzimJG-6KCTJ}0mmfKVnCybmBe;U#hX~R~vJ85CvlV)X> zkd{jXuD)Xfl8wmvRQjYg^9AQ_P*`^PjU$7wZ<|O-Z zitp~H7gIFGA-&a3(sQ>Xic@xH4P@f%aQYUNe|xO#L|DwxZgy@q52w9$vv_*K2rTs5 ziOGQhVwmO0}-Mgt#;2x3dRKVINhMSJ3{3eQz*D~&=3?%-wlB;z^sKD8Abo6rt8T$zl_2m`iqo;O(==%==Cz#=PT7hF8Q8-)1KO=>trn#7+e3gx z868gz?kkd;TGF)pNfz>W+U6!Dk|Vvr&O3CXEy-#}B(G~74bHW2%&Q&1$#4M22D!<; zA?dcWT-qqq72|dV;AE8;=cp_)1#!B^i*9ukXsuy;cuz?rKQ=!OmCoC4Ta_^FU^)5v z8r4%))a#*!X?y2sJX-#{aUIkaw`?y72`1gl$~eFS9DZ4@xBd`aW;+NXxwu%P#}?`d zk^S480r=NHYw=T1NjAxBW49_4eUJ_S?agaxK0dU&Hz6i_d$!uKz1#I9`c^d@zm%E6 zU5=|m@P&nfq^bndca_IE_VleAr7d!nkY_A^c);`&SnDAbTKUlk1C<|m`hiun`HZ*s zGwm#1LUMZhewD>lXynYfmd3)^i%SU=5G<38fa9^O%`VCtZ9adrMX|{$fDhsAiq(@) zg>Dfgl~vVu1!e<^<~7}B%SxZ^7uRb9M=~fbK4a(ydd0$RB@*}8=JhdYZ+|n+&_NtO zAdtAqkU9B!)uu4N8`eOrwykx|X4w^P zbg2f>&UT;VYOMYyO)KWw$WO{t9FNwy-BZV!o%w5RIuc~{jt?;Ym70zAF^W;yolVz{ z;Ec2;!hbjnl~f>)dZe0---xvVX)U3)jIKy73l;Cc?^&95k>XuljJH#NX4{eTGhj0g z{{SfdwbyAnO{R@+J=9LpnOADdAEU5$-Pa5)D~ni0~6fG$j_mz9FtdOEpqN5*DX%@V6r}E`#&)?Sz^@n z$lBQ=xeEPqyEc#ak4oIK(uSJoRvT>RmX0t%s4qNYa};+Bw&@&j5)aCA$F)RSzq(4? z=KNLRTMZ{jTiZ*wiuxi1zc?lH$LCzGi(&T7K&b`MP{{rB>7T};@fV6Oyi0KyW93`M zNkzaJKBlM*YgLLwF-jwN_zx0=C+m*2=)yBmvwEJ4D9@Kxdj+h<{{Tz3(p^MyuEte} z?ei0%aV3?I^4W)#60cx>^L>5m$$UTK8@HT`n-#y*$O&sWeWgdH2VQ&E zeWFb&zuK?eUj4fN0Cq9iMRQe!w>j#kOzD+Rn+yt0BaE>b?~Do%n;#0_l0I^FGX+WO*&?hTo6kzK7-o1iz9ET+u!O@p+uVKF4BJS80Lt{D7%uK zmC4||ceL6m3ez}JZOGUr~qX>2?MQU*m!R0Y^*S(vnl2t4xq92e0> z%FFiX0CmUS!RyCyLuuN6vb!E}Z>Ww$hu0OgyGgtx zg^({|4+gWMj(dx#7IP-$$}6W_dwcs;%}d0wBu^~!gjl*DVe@?}%k|F}Y8Nw?iA}f% zheCIIbN&?L8Bb#2Mpa$b!@Nm;nl`a-4Xnm?h?yncdXvU6+ltcBd_fK3Ge!!`gOqOG z;tbGn!R#YUZ-`!_<4dL>{4%>^6 zK?k?JZrRPJ+6IEs)g+UtEHjUCYnAgM5e7w9-Oz@}sS<0eiE$EzDmsn2n_Xz^cAtEQIns5BS!7wav|=D%(!vLP%_!8lWN=HA8EIAoE{lSA6vir5CckNae+Y=#Mnj_twyDE{Bn z#qhgWw(Ym-9lAx%r@YuAbXQmt#t_XJuF_^I{7C#W55I) z9<}6}mal)T+?fi!v?{wqQ8~xCC%sWf?>@}dB4w&fNb1 ztaJDZiQre@TyT3T^IY^EEYqUX5pE2|c#tVX8~0##Zk2_|>bh4SQj zdr@_{)bX^V3*TPI*zwN4CYkm^AoU?*C9)`U8PVpw8q##-2H+IR#Ck~_Q{x!L2-W^{=S-A8rKe~6C!`Rhs+^0;jP_^8b-fjqFW*Ci#J$quab)8nvN40q_W!!LZ6!PAR zE0ol}BTFo7mJqne;zqr75Kc48;^T~2C9ykV!6JFa3Q+k$J(czOQ-DfHi5!@st^^LUA6UUCgR zVE}S+YnzkDHYiAf2`6*V3dp_jj;SzV1-y2E@x9JU{WDHDTC(Y5nzm_&r?ju=b^3+$ zR#7uF(S~2Wxx$7206vw$>)t4nP><~JZ~Go_>`n}){5`7?*{f%=-(j~98#eVVJLUvuJP{$k&glDZX<~`DxuI?IX zm=)ymzW&&xyRs7ISd?eFp8o*gYd$;4qg6?jzz5}K8OQ$sTDxN;(c(^vj>mDQ>(S~l z;`UMYg@a}@_lOwC^{qWCQMa>5(&K4FA0uNpuQidw-bNzK8UFy5nZPIdRrbEWc+%aj zEx?fNEuE~t?|XaJoa)Csub_$t;CBS?BmlsS7WAlR>w`Yk{g(2 zznQXp+mr=YK7*jIE`!GUhlg}nbj>B9l0+Z8y4#WTQQzuo7g6yai1mnyUg~#G3w2G{ zQ}_y(F~<)kdbYdqKT7cBm-cp?MfLnC<$|B;kb#a*f1s}u)HMt3X8G>*3yCM4&PzEb z9>dU5{eXZzbs6kND%=`zVobR}tCC8P4QI}g)e0P?LmHM6#kE*t7;c8Q^i5ant^{B_ zZ_CBg2fa~SQmRZLjs`}-nx*AkBQ)DKF+B*zX~K32w0Y6m-`+)dH`~dP!2paEBeAP3 ze;vX@D{(n0q;~*U8xEk^`Jr-g)DC}2a%$5@GW?Ih;FKeZ-AX45p+3j0={F1Z`&oEx z`A?@6p{LFw)wO7jeq~}Y?T_)ULrK>yY~YMsY7y+*T#J5R>C=j*ed35@o@KXbytiY6 zu6W^srGVV{YpJTeyHG6;T^vtRmALbs$urDrEq-0ryo>P_*o(9wEYm_>`5i(mq z#Gdc+kMXRl)Vb6YEccAjkNIYcgwNBz<5Mb;MzrviCBB92Z(BO1bj>Y`!o+#<^b!%+ zdk@y1rfEi7R2K|WYjCCj20eFYIi~5hYhw}lGR!$UdBtl-sJ;S9fPuzWf-8!xM=g(E z4~LC4W=c`wmn5@;$INq@==9YEcFS}l9AO!_KG>`^ll|yzW;g<^TR3FO;DgRbdg@!8QZ#Kdy}9jID>ftZ zWltisBW=hHbkllR#z=KnafdZxqLqJ&s#_95>PY!dHAtZ+>(;N6#}!snweZ7=#z?r3 z5rc}#)TXubF)$2NZNScQdse$0$Iw?hddW4@EX%WD;AbcDtS7O(Em?(mI9qud7=U#c z^2p-2O;cC7X@nuR05ZjT=DT^-)hF{o9YM&!u3~*1Bw|$q=e__Uxl^;$@3w{$U)(Y% z^Vxvs4b3pR$iKuGoReCA*zXW#k}csuJ5&yTTF?X~bqkLZ&2IBU_E_PKm2lZ+&N`pMyBE-!&tlzMw8-2EQMm`) zQh&lZr<-Mnp;_c4hb`Z*q}+Lwt*SFvN_VvPSPL^3qn>$l0cxB11Hc|r0Vw9b}wNC zm8(g#ZY4%RbJy^#rqVR|rh?_{V2X6ZHpLvU@Ay!r?P8TRd!%{G=t&*Xh3v6A9#w`( z`c-SM4nuUr$pJ@PC_ORwSF7C@cv}P+21+qe!K_I`NX)ZEg~#6YH5~11YN@8RJlZW2 zOk3cyCB&+vtGW^LpTeXXK9_H8G-}q;&hlhrfJ$}}Pr366w=yZkAt&1i25>W}D zBx*LN02)1~D$t5}I6+wBCGhU$1Tl642b>D5x-7QRFkR`mV1dngCEcM^P47x^RtsrS#6MzGXXAN~ zkzJ(G86ongMU3Na#8JrhsciIXi5f?l1PhPdoaK+!r=79;B^{1wELI1}-p`D3YV206 zareV2V0Ph(a*J>rd84pJ{{R}tx`iX3YhcDY=Odp&DczyjGtX{3Ei`Cl zw{Z|-hedP1`ubG}lH*Oh62~#P3OQdflsDol(aOanW+lec=rNkEbh}l+h9*@5oxJ1o ztyO2###m(bJoeUYW<1I+ZXqNP1OS4=>r_(0;%Aa;h$bVcFTp43Ytm%2g4+520C2@R zfIpuU+3ft~A>dgNy+%$dy}2t4k>~N)PjDl*jb{@xVPDKR#XWS@TZTwV;SLz?#(i^L z;L=s?6%kB9PEdeB2C`p3irKz$cW37LTZ(?x;&d!w{e}z3%BsExM$R+%RB`EYhbuHd zj9@T5KLK6co{+bCVPGWQqyzu}7*g2GJG7nAr_HUNITYJIasdo*w>;meh? z62!=J&zG=|*0W@Rp~_2aMtC5K_8GL%X=tw_zChcscJ{36ohs6NKEg>INu;YjqjaM7 zJo`#*Y)}4&G=U*ps?4R-cH=d64-j~>Pr12@8}{=ZaK=;^QR<-ZE3uZw$Lt$KQ#A4L zp$-WjjYB4zW>IoKc))dBBUOG7zx-2aMIKthI-V*x*vmTXYQ8*xmO@ zP%G2?7Y(aux_aDBse;?EK--q;YaV+ULXo z3~oQ4HC3k6G}!*la;(ruawLs;Z?AgI#lEKu@O7geYaXWr_czyKDIyUS zk&JMu+Mr=awRzfj(@u&Q?c}>;oxVb9k$v7Nkmn8j7I#iT?H*>m<5`SpN(qzA%QQtPDDuv94 ze5WO`>7KRp4u)X8(IFQ?7GR5j*d$;I@>J1nqh0YLuJ61^?ewcKUh6jVFtolZ6m1z^ zcKTM8ty5z07&*x;YBN35%fjwCRUX2s$jJGLB91V6@ro(JF}9kDjs-&{*+@NWZ|rF@Wz?Q9m>;b=YcD!T;Ei%Ig8AaN_NQO7FdGBQ+lX2* zg=OROtpxEFv1?-1aNNh`u*cj5fc7T0?eu$avH=4rDij9i2iCK1G#QZ!#FI*=xlS`n z+C}KaEIN|a5NO^m)HJy6E#y^|CID|@a=1Nx>sk+qmno<`_YkD8pxYcuN{n}`XVLB> zNY-n1PwhyL*A1M?L!g*j@`gTcYO*t4y8$5+=b87zR)?Nskb;y7=` zyVVUp#5%T-Yvjbi;PbrJSvkqaKT5uAT%43{gByoYP)Vc9a=@Y$=NT%<*oWy>XZV$OWo8o5ZS@PC*c*|C z2dNo^{X-IQ?3HqI)>?ywui}cN_Y!9wqRXZJ>|v4?8>V& z(is^BPbB2xqFp7Vk0urjP6Dy(?_DEl)7vY$#gY#{Htbfmhhq)oq+QyV0ARB}^s4r) zBe_vq99;S`SALm_68hwqrC`)t*g99Tt z{Od)U0ga)E3yg=xKMKv(Z$V253X0M^$5qqydzpw~(O`&GRpaL(o8QC-{SFaCesnm*DR1 zF2SAP{@@TC9talPonRpe8Y~2N*vb3;zI*SU-96{tv;Xb+anhNA>8`G>uK84T%}iG! zay*kb5lrT&cwV938jr75_JS;)M!KPyy|GV?67M|9xA?3(8O&GLZ*$$Z@_Con2%+Q0dGA}t^@6aQ*ZB>B{BAQX3WmSQ|ba(47Qy~JDJyr?| z-nm;af!|4VR@2}O>!3L-N9gU6GMn@(l#FKR2(0_FvTo-*T`CvPXQjh%OfQq)m*g!4 zRL1>R<0nQdnd`%<)*aHe-FjXr)Sk5@PqJ#uG(%JU*lz|EZ@__|{cEXdu-veynszJo zZ1%zpd$O>MtJ+a1<8qyzzN#dWAR(L?r8wD)UrXj}^fX>B^vEE^h7`tFoW6WhRNxbB zh~9NZHmT<@N^QR46|H7to{5ATU{mF3Y*r931^t%iZ4>yPM$v_bG4!Hkw2jK~Z3PoH z!2aO(&HO{5xQ^5FzEm={HBPmP%*xbnLd5#&TLT2>MhBR#lbm25?Vbu!nqWv^KUUXR z#*hz{uORIt>gGE41WWh18rZv^$KXx~2(Pu~%J^_7d;IB$kY=4z06duMe znrL&Kie(KS{!zh7w8PEtDkfSq5=_i}BtoE?ELtUD4~4cAp!q`D+qCmo@fy&~*PzOr zFEF~zOPL7mpP^AYuinZf}B1ZF}oS-U|m}tpT zPw?#@>2v5CkHdtXL#Ov$mgYuEl(XMvpbh(RP-b4QtCABh>eh(6bK87#fjc4Zn|JSE zFepy<_|DHh)*7v?^|tc8EniF)<9MQsEYDZ^=vER-bSL7A0=y4|$*GHuaz#!7a#qGhfy%3Y>PqXnLxyHgTucMtVu}% z1&p8_tsCxNKJH)E*h35inh`k~wh;<2td6*(rAajo2q>9^1cA-tTNnOR?au4KW0n% zu-U08Jo}_{9$T(u0N;TeOQG1@6Y^P3XphfK3?`>?*=8E7DKsw((o4_!YIfgnps#%| zhf;}MR#+L}B8qxc`seY0>OsRnT9iR+)Oq|9eYB!Mb3YWXH}ZC7p_^aZ!L=l1f{blS z+BR%d)*&UyE|pAh!t57&H9dnhjGIEQF_==o@p7BxhpX*rR#-@8ye+RwefG@N)9a(GjK@06uFX|Q{K z#VN^3yM~Cg8n4E!md3TuS2T)Q4lsET-9^f?l(D|U3kaQapYjrjDrnO0TBl4k;nOH3 zx~#Qs>cO}7nsw4XtO8P9VQWrqLiA|ObD{=~QuTjg!{q@_KPomBlXVpxo%zpGcbXnk z+WADF&l%-w)@yI=0ZyR3?)r42udZEz~kAfF_zxOm-i{gPCnXf3Rk@56x;#g&Aw8liz2NE}yHH?t5v-RfJobt<8phv@Qst(H= znSE{GZQ<(DQmVTsrdP7i7R!~su7&z~POoSp5|?jXSGDDTroQGw<-o}F#dKZ7`eO@9 ztJMKvxlb`|^`!?k z^w%@8Z#Rw&;AgENsIL&J+c=Kj#=^tKd2L_d^adZP(Iq)iotJ9Iz>Y@>GZn4SN?@t# zn>0C`_hH%9OYl!}ls{jvzQznEQeZL zWHtCR%e=9CL%+ImplLtM{{3-u7uI<4N=-eDU@xk0)>HBHox1Pe_oUlo`A1Z)>;!e& zUgy3}OKV=dsY_otN#zXVxbUQ}s&2A{7-o$}oUG$Qi78r?Di9lDDQo+uRj2)OKJh?G zImgFZ>Rp~{-XANmS0YytRqiY(O*GEQ9nHLrCRnkvhbAzifR$?X2=d^UE0S);_NB-D z~G?=tN+DOP~|Dp`*vKgLMjI$HSveEn|!3IV%j9u0aW<Ji9_K8~!DX7Zal+aZN6Jf{MNQgBdI=h_=X40#G2f!Sd#1mxr9}K^auDwV zw%Xgl@s6L-Fgj`;6Sj_{4CBG8hah?V`FUnw`#u*h2Em^0Dv*OyHD67fI9a2X(GaG$ zKbY4mZDSlkK{yVGeYVZlojNXiTu^!OGu(0ue`vmo5SJB`X0uw}^#@o<|B0|^ z=lId?7W^g4Bj$r>k4m7lgDm{`JJ^h4+xfmT8KTDU1J&e0Tl4HRB_GXw)3gQLTgUc+ zHogpwWeKL@^Lf)YY2^8QjQk#5UorT^sML_Bc6aP!Epxq;a4ZQ~ZsE^t85V0#k{(kY zk}6`T8Kci{fZU~8(1o9D5wxh!+~0U3s>@BEl0!rKqaUg{9y(F+WAX-aC}5V9^A4p)^=m$| z=!Y%X!rS)q9p!0~f6Ev}l{?BY4Bv;QF8jk$`M^gaHCxV>KtCI#vb%M5FN-5Lbx(}|D2bFZhL~AiqK7#?GN6)-Wl%iKj!24RsIDg(kNgu z-hEb!?O4%e^}=GL0ym!*Y|mOz(5VoO_2$!(oewi>h4Ps}<9lP^0oS%tsKlKV)0@!G zJH(~T&S=N3;Tl`ZyH!;VZgr*}anNF60ZcnKkWnA5iK+B?XKt^BdwTesrS+E&uicV=XprtyzMTmWcj8yY(nc=f6@9~fk)=@(J$T$ zjkcV*dZlq0Kac7iE2lCQt(-lQfNxm5_z!&r_B`7knwe>ih2Q;=_R_&ek^+G_+tp9N zo8xb=Qs0V&w{6U~hTZV{oRHgU>Db8wJ0a>v-B0hm#`&pN$p3ATVz_g+4Z9x3&>vlc zHjkBa)DW|%K3D;&~OoE|M{ zQtS2@n-p)50ojR5S-R1k#ua~)s9=xQKI(kJ8m++fR1*sY`oZiVRmoErxz(Ev5xl*x zIW5gDR#mV)U&sLc?fd6XK{4qIOt+6^v{15N62#W%)_pSKZF_ph_&!bS(PLw~vnoXD zPZX@hHfb0mHxKpn&L5W64M^DFU{Zc|ki&g!{WBpx!!NUJE$C?f_K|U>i5?-|8Z6(V zZL@9(-{|Ic$BE=#13k&HFLYrmfvB`GjU{qJo;%q_lNZ(C4uyXM%rLWUoJJPQZO!4R z;YWVC%KZYvF59SfGA)@GdaJQ(zAuaT6z&40vdo_$NlSUGp6U&^^7&S8xytGm3S=;L zYfBx1L5Oy^NE}$J8jmr@ywjD5Y=lm8%9myoU(mUu{e+1LcjZc(CX1$k@Ty`C&iU%R zriSsM@_Xi4Y)4L({i%`=Fd0(z5UXtt9WwOMKr5eA^R;$DlEH7b{4=%4iPAIeTF{sm zds!Bf|HXZVLZRWFTTfoG%i$T1Z>F2O?D|cf_WsAV3f%N#or( z+mccCAqQ}&e(~0Ynreo(L5!pvh$;d_TWRr8)lyruVS9vO>w{_0g1MjYoP=4&g=<+H z2P5DHS$!YvgN%p+GUBWzT{HX3`-_bP@KYj8JjmorCLQZ04Z7s&&3A)52{lJ{FRQmD z^|Z{G`^ZCbj!!PL@U*hEz9hO;q#dc)Yj@nG-6-(Eek8gn%}AR}{1uov8_eLM%3OAc~X$_>?2Hw!Dw1_`2$SI|M`}fSWdq!Fe<&kfq0pQJd=8S~4mj z0DBTU*K!-U*ZSq#3{5f0iWn-_#zX8WQgj8{hu@J+PbI8cAF1))8_ly^zZX4CbxzzJy-L zqW*6JYSg};Vn^{eJas~PsB)r=d=M)U`{o(QA4pwuQ4Y!&R)0JxMV$_GcI)D24#Dg6 zfUNCjs@t#5{xJCpmQen_V>_CKNg~S_%jBe<4On$A^) z`3j$aGa*wI)l8LF$M&BEY|Wasc(OdH`D#-78k6Oj2hK}1TKK^WW~{YSG|?32U*Yey zzEd{AL@**35!FYVnBRztDr6GMrBNZtnsF#*ZtpkoO(_n%Bj98{{GAk!gNX}#;3a^C z;kzz$z}c9`PA%BWn(-YEISiIOtDLac7b-{gVaRsW@&r=?3(fZ7g18s{S+DWQUDb$r zZB!p$B@kIO!SjH)-gWT`f{ng|I5VFXIb6N6w=PrQ)+~qZGd#I{RxVx6(zppG1(Ixa z73v>!lFRbE3e}n{YQ}L7^C?Y%tDYos#6OXgf5SL}S&E>AFmH7cw!>|4g^Y~1dT09; zArQlQ^H+m$6o#uial4jmU)e!|7W;mSy@!^V0%qA&WvN+edWw(f>{ofD3tV^A#7G7C+gEYDOwwxfz3JZn?pXs0beiFCwQ#*exDBR8dAvQ zJu6={^lulPj#Q3rmF2>baBCc-$a^iLOw}H-E0Hb|QovNLC~Kb8Cvqi}qifTDXLz#> z(P?xr{${vKIhW?*9UOqZe^H0j+~yjV+c?70kfY0Vp*Yj9Rc=6o))Kk;J<+yW>7yR$ zh3+RLJT-z_RXp6~hW0TU$}^)^^Ivc2EbrqN=kx|}uoDKa=(|PD2G+~mkcPwsDgIFN zm6I@b;fW@AC0ILcBjG+)zbQ8`2?)WKpEGGh*};haVZAGwAmvz2W+ocVv#e+e4+N7W zM7z`yIAHG}X2KjA2Te<0x2&B@!XNW>O+B<;f_{idoiejU=98b|_lu_FJp9G+hcpXM z-=t|CuRPVNSm-gKSIewi?}eM_HJKi4c-2*2x|1dpbR%&F6Z^CcYbjcsU8s+bOvh83 z&9$lR_>s3Hp%qPj5WA^sS=iIL%MNMexT4uU}VcYn|>h z5F-0_sMFk*yz`~#!4+K9WMtt!@;_o95(VXX{97v8y$D&|=n^bW9c;f6S!kx-X`U zl~=WQqF~*7*gq82?dh7h=I6Y9q?RC-~Uzr-C>8M3i2_zka*fEeSeF=3kSL$`g%F z%k}fu!2iaSeC@wb)MksRq7{^H*Vjy@=zdvOie$DEZBPOGkfP1_p$p7rs9EDt8^5A4 zudx7&GFnNpL!%WdQFMiy(}Bn6^_$RyxL`UuD(8?i#}DnhWcL%D z$J(oM$9))&Di;cle6otuSM+!$>s4Y%d{;G?MdpdNtsq8>u_n40xe;+?tYvE26 z)Cj=}hP45sGno|ZJEWvwCa0Zqb|wiq1#%==bM>5PGEWw{N*03x*;cvCKCG;ZUm!n* zUGd4`j62|Ij&X**qXzGYBlzFa|x9mb{D zlF|p^Xo^pf4%>DSM&y(mOvw<&P-*1y$MQ>vRtrk!Cg56L(y)-}5T{0upidQ!G?3E* zHfKH6+L=EtTcqywk%xXTHE`YjQ{%}{t`+c(KQUefRK_(mec5jlX}Jm&yX!I6R9BWpT$y3? za)hT)h^$+=d|NxGTsGvTX`?4Qi6rc8X%eog~!TC8ite*1Ew8dPSNGqy*~az@CbgoYZ8aHOG*N3AAat-2<^8Yz%r zXL);nen>B!3CO>WC^bi*ge#=AFZLuW(((aiKh^JzYUZ)wuV5f;y~7$i5<~x~WEdi^X~zD1&aY3)ZN$qIT>h996?R&o zm?w>(d)MXC)uyN71mcrnT@%uHOxxc@uczx4pnW_|lw^I6h_WC|t@MU_&1*05880hY z64fz5uy>{NiIY|Pxudgk?RxktDbq3XES_>xY6PtGpp4ftzKMOW$Xn`6FAS4xQE~I~ z+yd>;CeZ93xSYKT9IV@1#II_~zcqh+!Vo>~vkawAOxKIc#=E1$EJAlzsFuG2f}y;; za>E?j)Cpl8YpQ-YNaI_aQ>kM2nqjHE^glJ2X&8-F{1;MRNrj`zz0LVh&x<1?uZHEW zvSL6_q&b5ps4p^EfE;8aCjqM7x1q>?&qVjD=(?th#Qi&6SOhwDi$7}T8LxMNN>08&=+ouIT4rSP2;w9YGcU zrDl{3F+00K@AwcH{+;<<3U-!il_l5+qA}Pz)qm%zT3>p& z)xCP!nPr)TvchKldmEPDx}_tqFulb4jgPAvi3980VXGI@i2B05B{dmn*%?EP z&o>9awiRUZJOYg7q2d~h=W$sP{Un|gb<_r>6yk|tb+lc)oD%!XsdDCALjK#NOq2g+OA-3m5dsePZ zVtG))-+r1bKiZ&LHqO*3x_OS2`($>H!0RCWG&t0RI~pi6c2$sDw+UHW;6k} zVwbqxg~@l1W8^co8}TZB;q#^Ey5_zx4wv4K z`Es2%jLBDZyV9Ip?BGj>xPch@xxw)uRkrZ{5yPCfAI5LV1ao>x(TKN6dRko*#+<$w zbohi2^=+pt=kG`%@uGv%wU>WeyWDHcNwcFel!Op7F3zbG!NoHCTT(M)VeA>4S_V+A zs%#ncV8MOj2YL6JrR_u$Zo(M4B_Ba#<0s^kKV0Rt<%(bgU}YKV#aQP@^0 zqb3{K*7y*$iM*{X)Wg`%*MA@{6)+|Q9AKnA)o|`hzpTB5hJRC#Sq&i zOO!!*va^~|8R>o-pOlkE%tSaw3FBsa;1nGH3|EVZhznJ_i_p>{L>uBmPwc2bi2;(a zupN|MMw4O;^WMM4yaElYjljlIbETE?!Fb;JC; zCOtkh`fZvHu@^&H=#ert!kOj-8Y_CRcSreywlc0{;c(gE=edP5NHHaKD*F#}c-*Pj zZr>q2kk~X|`D?-1SwovC1UUX89Di47cmh+80T|(-x9f0n{G*pu8Gi87{#p@Y;c!(l zI~$*NB9jn<1)`+Zkk|w5#p0KI)hr$s(#1I|k8XUc=INMH1?Fj33C$q}>XC5i<{Knb z*!UmdhcU=yVEf0aegVd8qn_m)$%lL7LowmlO^t{8c(hw02Cb3JfM<0b3G#Y;PBaMy zM@{4}5WJHCLf)IN-Fj>8@)}FyN}(oevXicxd2iKR*j4-&*Hw$F%%YLqJ&UDCKV;77 zzvpPeQXvV~ZcFGGAsl90)UIZHy{fy0DAxE` zDhk<<@DENldIS&d;}ty1kj(LC{t`Z}{Ea8j+MulVltMMG3x_Pd+8!ecoai_Hs(I4* zR#j>JSc#6b;}^N)^FkP}jGTt4QUCG=A-+|v^0lc9qiy91Nr$>Lo>V0F@T(c_ zdj=w{A0|PXDPl1*4q7=NU$x&l=On^1j9YkQZg%=WXB|t@#$ox=EF7<58EyUtash8B zAy{b4iQx^^D#*jvaj#PGBP7{1OS6In8>@(iJJdr}N@C4W_5Ta#0Kh|vRhMIw=0KCi z)gV-t#)bJ`Dd{chVy_f|$`KZt0gZVJzlu-_gbEm?{=y#<T`H{y71NAmaWn6x#o^iv6G1hWm@r3d%)SaQV_O+$AaVS!S2~ z_lqqW4cI8>S*BAG=D_1Mr_{6$hNUh0gf(a=9F;=Yn&!eb#WDjOv7yLtnX#Yk{}njG5N?YaoVwzFwfax% z|A!;M{Xe7sj}-oQj_}e9Ww<3-ktMN==nN&XF#lct_hn!M!3|5-eBGihO%?gSqHX_O z=l^zBV&Ik}Yb^Y?2>(B*20HFfc?E{ofWHa<*Wdi_^1m+w(U(;WR7)odcMms9Q^$W! zoz3hpP&v3cDcLFiITaFO1N*vIvZD1Gp^1LCN>eRT&;i&UgQwaZz&o+d_tu zl7r*lzj0G?{->p`s+pao`QOI!jsP1R+}xCZ%fDpR+?>rdEj164FV+&s-a{*{tDB`3d# z$p0+UzqJ1&QyE(a4@);T83#aSQkLe<7M5&EmQL0lHh{eNx&OBN&z$(=P3e3~T9bJl zEV~uFBI}I1{%~NVL$ByUGbgR=fd|&|91ll}k{s{PxM`*ol|2Q8s!ZccqtKg4;(lJO-kWujw!@owEb|F`)u#fB zxF@R=`QnrQ-*>q|ryqloy5XysyDfEe4l0gvvENAdN0qv~AmQuaI-YkT#4W4?VL->_M1g1sm(wucno8e`wqbe`&G{RLv6f7Y*7I{`PeUOR%}j z^bfJ5=G4;KbY~Pa&56@h+6ScoZz_Ffv10p@nX>0Um0=WtT&e=wfpe~pk1rs|UQO?M`3`xC1OH^^J)hw@b(6~8;RvkN*PukY}AS2bA8kHYG zhvV4R^f9~$8noJlVzb$h>1nJwlz`MiZZhJkFSifx(0M4wNhUH3_e``HO>oU65~#FA z5j6*P_Oj{vTBho)1zM}b`c(7%^7Gv%4`fp;W$i+_4uAE)NoDDTq0WbU6W?bf2eq-h zUI@%U5JUDfQaP<5>Qan8>NFM&kf&cC0d=zwOlaw`eXa3$e3VVlJpFpqxt8Y)s?vu` z!ijMTGqaJh`#vMQSS$$vCe|z zHRwVJmQ{J!0f}wwcdtq!V!lzox{~MbTtA)ILEmz>zM>?!*^n?QS{d{_B4XA!-dqz& z_MiBo`V8DGj0Pe+bMFSLnd2$5B)V*H7~9_SOIxK68DV<1*zW}YE;&7JYSgk%i$q?j z_uN4IVuXaSSoZ@=FE&~ETJNnoRyqtQN7ppb|1FNKqjJP2n*9x zQfaSZms(8Yg6>yHfgHB$ah@&%vgtU6KCu+;7#X*PDBqB*ho3Hq!$?k@Hs%}>F;8EK zFiQz^1ganEBcHyhhCgAfvLf=*=q_u|rcp5c`DYMUPT84!T$(n)w3KJv=oTxc>I2UI z3(Wro(f>fwKVbJ?P|K$2Y3A`4_WuD~HXU0F0GZx#@w3TU+FILqP;zl`0jTNV?562r zYHs;IppZ?%*27)R(oNFY(Z$*6udU!?lLx@n&BggI(otHOI=EZ1X)2q#+XG@ z4uyQYoLv7`EIj^p6RfGVjqLJ!szA9jx7=3XSA@iYlT2DYH`+L}{|8RQRVOKFi&I8Q zwIX;t1Tbmk50kH_y_dqaz6}zxZfWkP7y+A~E(W%bipTihy}Jo=n<3^xg8BdVk665J z_S?E~hyuqeBWz%(A;DuUNQxKSBfp)3Z_H<)U6vCfvj%7*4YjjZaKL39!hzA2d!^`4 zPU}S9cai%)Jv$d6_&ww#2EOm~N#o^;&QOS~rv(Uob}O@UEFW171ygrmoplh4(PusT zX_5hxV^p9TdXi}wasDb%<;yL4^v|X|#UBcV4}TI$eC?NPtFdm9|g zQER|(K6esUO&+5zI|@qrGowati99;aZM3>|W53A;#A?jLSw~f4TkWp;=|`x=&KCaz zNet84Bkh0+(ClP3a6)I1fg!+{$rmK2Z|5F~ zT-N>Y4VOH-5vp3hmR5jbU<2~~K|4IUv&yn?BFHwRXr0{q;5vmoG7mCB*Vg>YJ|25K zC%3}O#3fQO77;-EkFpbrClVCX813@<6}e&oQ^H73yPtKm z_8jtG;Sn$`5ZCrVzc}ST*53LTc3{1qDQp9qD&gIa0*ym-D>XRJ*9hK`cORVMTOF*4 zIln*3{yxkSC~H4GaWetWj1yId*{*8vyn$Kf#i?-Q5Ht>MZF|o=;In!LPpA-2^H>W88i8sQJRqnUJ`#VD!)%V``oJ>B#h3+k!2g z$~bnU@+b>Y`(-{=g-O~TH`#-T^Y~jWH>9O!IzVtArCwA~ z-f`A68dc9}b}w<(N|`q$=6ALn++scdx_(EKU2OXDRqr>WnIB9;NEDSqPotkx zA?SS*ae-@jTfuY#;Eu8v+Y&t<6?2V}3fr;nu7C^AXQ48LYeA69k_&B!$SO+6ummbU;pjF`F~W;JVQ)>8I6ALAwOU3#vi| z*1e6J?)OGpJOmek@k=R|b6N1T3EmhJ`63|hYrGurH#3O^TFqv0jF+_lw?2S`evO!p z1kc31$ALKNmD*w@;9R3LvaU`z9W!4Vc|%(vKdzB?vf_c9e86Pcu*ZK%w!o~5o8RsB zNRpBA)&5Lyx)d0|+ufFZ-+`97WVwqsrMKX5{17UAyUzNkcXi#rbJkj`q;l#=3sUxL z?eaR3pVv?raWVPzskJVAhvP3YhI}*tAZPgcUbQD)OIB64eQg2@P(_9O9g{N7wUdP$ zcg2qm^+Bg{ei?CEYKGkjriA9|zC**pn+!5n5%1x;RgVSPc5nAIj8ZWHaWWKps^?Th z3iu(cUCn%dT4{RsWh20V1II9FalMn)fW-Xa4KR z?=Pay3n>?f`Fi~YDP_(Ck($PDjWvpu6$}G-!86;3-brOz&|lt2L-E5FEP5UN7rSKr zNt+AiD-UI+-*r~&xO`XWaA064qX?r?NK%^&toXdV<9;%ZyZr5a&GG$T+^BAqplCM5 zPzqzsf_~mzoH3j5?+-0*d#K;>*=LAnl%N0s6EqjGEUj(@t%zvD#{F*O`K!b2=S(#V za_X?w!X`euSusT2<8Hy&dF90u{f4ka{jposVSOgehM4#z+*1dTUHXn+Da4l;3M5@1 zh`g?AJ3I-u&A@mY!?a_vce@Ww+IamqD&>a$0I2tr6Qo!9uln9f9F@@Il7u}Sm240^ zdJ!p~<@FjsErZWH>|zwC7k{Q7pl5r1GT*1=xXDRS8|DA8^3Bpqna&!qpdR43K{tD2 zUT6xKq|bnL_N?i?^&Tn@91eSh&h+!bgi}KgP@3PR3qAEVU;79?CtvipJ%vFmWk@k} zkO0L&9$<(c1LP-pRN`^b?m<#GgFFpd^acVPq82#5ANztmpPcGY0A_SDNJe*31EaH5frShzhtjvGUpHvZM&ChtXZ zN79;FBfv?drPS%lQT;_N zE!_rIn&gkX+6wNp{tVy*o_ReRbzOn|S`Dh_(0stKFh4Q?TRJrz@^le*#z%Aq#rbt| z5#U?VVBShcZSZURo()F_M-f!BDS}(E5FGaOCeyLdXw>7@LSG6O&}_JYoI~MOih}s> z(?#XmqPSB=1M5Yrqa0C>uDkZ4_Hi`;a@E_3@D-?k%^Y_>H^Sw+bQTZ4%mse6m~}^j}zAi{F+A1O4hIM8vx9FRIHx2 z68L;gMljf09(#KJ^omJ@JD!Z7kza}4d$k+p`*_AdY#I!RJD73c$4VI zwuxqlUCZ?$pyzsqE!!wQ!|t}1o9C*XS6Ar+@TENaiT)?~ zZD_%%oK6Spub{Mx6l@I+3eax1W|(~O=ijnzC;MC{#@h8|>oNcq z_uS_bvc1_q3Ie~J5jESp1x%&E0XHQ&Q_5GbywN)SqD9C&$@^kh}CrC!Gc1JhTjTh(+m^&UR=!BDYxjP*2`5#w_6$kuumaM7L7J3%?B&sn05 zRh*0o#*rhJs)rn1bYGoC3AD6SA9X*Q5MrO}TpSVtwJi))vM!)sWo-1!~S{y#VXPouS8d{@t~ai%v}*fmP3yu@?Hj1Wr2 zxXx7rSc{(DvZk9#58gPBfgAJQo|ysF@bnV7@c265-eB%M5`74r>wiY>d$Zi!OH~O77sVJI z1W(%loq?8p9K@^67sr7N&+{!cUYu7N;T2qX1GX4b8aGF`iW^eP%gvr~4x(kLa3+{E zEap)E-j&_Lu<*0y>CaBwH^*Y}(XLMBsRbGZyc4_lgVRh@Vd+&ryFb%9tu)CK#=LdomM3F}#c3n4s&qt1@*US`sAoJsT`Jmv=t- zlh-vc)AK07e-nZoEpw&O|q6I#o1i z6?t=76kg{Un+AfO4lEufvfs-as#jRg*`I2Du8jjwpUa^D7(}Ab0Gc?k*pa~xQuAFS zYI#0A%$C)3KhcQHG_J#qvdGq#J-r&6($BYJEofg3yzOkjwsbl37Ih=*$RRQ88&EUw zvmg$%la`!9re70yA#NQ*0sIE`Cb{tO=INpwfR@`K5%2SFPE>P+=a#Rzi7%8soJ92< zn1Q)pd-#6yE}QO-$FG%l)>V9=h>ib8mfQGXB!%_+-fHXQ4h{N@GY&@@yLix$#gzx( z>la+$um*@2xl-Ko_6BlbO$mmo4uK(zF_fi{JEWLEyEuh3mN*CsGz&NDLN!9RK`A+h2KLlMtZ{$kI9G%Xme8{lr}wpd&K;23t=eq^{LTl~ z1ta+PD_f_&TLL~jRV}IQ@JtK8rs|6vM}}4~&wp}NR$^E=YD}X@o3}8uRMpzZL~+%E z)3Su!@}q5}&3KvK{HQ^8l`U7ArIYdUk`Ch4Uy5QrU(!6(fVkB)B!y80siT56F>dD3 za%>#?h0wLCs~m>3i}AB|>ux*AJCh7&Fd{Mye*UbCvbtRKm+r}}k-o_89!_@EKx&s`R2ZCQY_5@tg#V|a^S7$JQ=>XjZX)?v*v(So zY@K-@nQseOEN`oOV46QQTJIFqto4M`CfSlUzIywzN6*dr{PXW@?`erHO^ax4G$cM& zYmrO}y);DfNw8G{h_BSPe7->%Wr-J41uWP2Z?5m(mvjJAG2hVsagg284D=*zPn11v zyq*= zCHWj0s7xuRNwE@QuQf&#Nmc`xE!mZ{J>U=`Ffd z>}iGxDz0tX`xB%~54W0|Ly-uf%b ziU3rEBlu9`rr7>$g-Gh~7|^5Mz*kr#Ojv3aIV87%IJDS>H!EE>7D3`6SdJxsn(Zm0`ole5d)|UdT=Ik!c?bS3~vYCyB2n ze$7Jj?M6O3)u;6R%vjM%1l}7hm2dQ#hrU%i!IYISS^)F#5Z@(L+TR$cjv(q`PiUwp zI9#D2_&#Yki^YTKl}x_X-__0CU{ctAa*E=`SfK=&u&vc|5_Z^la^zzNQ_H8V;AoV; zqka^pU3pRLZ>+3&Nte;~^_;^5g|fWF+xzO!@VuF>)^DSGM zy!@)aqMn%+iPCLZe(A0ToXc_?tIHkE25c>_WKZzWF%^;tvnh-+iK`LSCyTzzq5Gq; zQ~}I883tQZB@yNpW2iInO8VX2EYXdQ3*4t&F^pzt;qekPg zJM7~R`pV>Hre3R2Mpw@vuY59?AK6BopgRT+t0}`d z*|hD-%heBIzt>=-7*{nao!eKNj$i^WF+lH1UV(ZNlE%XY&+XrnG%~Yz)RKQcH(t7w zypANu)p;RZnI{-HHCc$IxW6%s`bbeIPD|)l>Gpqc_f|o1HBq=INl0*KfS|$2kl+r1 z;0^-}Zo%ClI3&2c1h)W#y9IZ54esvloSpyFJyrMNRNaSL=i$s7%F`%6Y@SxPc5gQxY9GyX2W;4^~VTxGu7+v$G#tPr^HYR z@?Z_{Eb@|dgjxaAVg#T`vd-q5f6~A7_yTxnV?3oBWyXxffdJ`9R!_}HU*r3M%+9h7 zunj@k1qUB52!oIRDQzU=#vJ~iUirYszhd#{u<&rdtRp?SZ=FO*)_0NlntF=?rjnpF zQdTra=YDZ0!XMX(3Du+iQ~Y>V*1GWh8NQ0xPEN+bg4J@b3flJOPKp1LOdl+ITaJ>Gzwo8Oa5WAc-X>=~r12_c>IF24KNcS%O=Rs|*rG_QK48=bej0naqs4PCpG3}Xo$8lqZ zU6oUY6qNJ<2wak}&J(61Rhj3P#LE*qUQZg<(;f{x(LD>}G?Tjyj~4*^s{ec#naP5< zlqn>2v7ZrJGR<84Z)vFmGKEaT5^C$7gSLxINb$oYWxrPYAp?qy;rQ{6*=EE+&?xhk z^NYF0nWy!YPz^aNdP2`pzKq-`8iOOr9}X97T=;l82nP6fec}>i&!85I<6o;WnL;fo zThF7}cgx`x%h-(g-&e(8K-XrI#tGqPz&&Zc17FWh!N0859 zEV-Hds}!M|r8rD0Bv&d;F{4y=fYmUJGkE}eB6M0T6k0&*^o^?Wmu`&+4z%Z2NHbu! zT;6-&yu*mbt%eU2uiwQ3P~t!dMSmd`h*wn;^@nbNv{($=WioPg_uCw#4Om4asaVi= zYad~^oHwAx*+@P8s5Y~=pa5A3dbwdI5e-Fq%hXo(O_dbGg7wq9VD4rB^>&&|TW*uRF!M61*{6KjU9d}+ecZ;*@w1YZ5Gh6st{W2!7VK5fR~U0|4}14{o|^BGBd!T_9_iG6=; z<1u$SuL}4T<$Kh2d=5h(GQ~vWYwZGL_{3Ue&O4Bjr^PM1AS77wtoWgm&r9l3xc=i? zP=Sp4@yhb`3|Vx-%yivk&!2`Ge=7K$bscmYb6ponD+15Eu7QFFG0%^q^Nqvw-o>UX zIr5(gk2U2ZTxV|kuP$0FwJ#oEoOb6JeJFCK4|KSy6iF@=%Db_j;x{w}OtqdpMFy*5 zFlL{6u7aQCv8%w@x_*Luf}*8z)r`BFz_oA;dkW8GgUSZgF&S-GX$I*|&YH_jM;=EZ zu3Ax4`)cgwaD!5l=V>)0v?;1jo9gbghv)7U79_^3UnsvpkOD}pJ@Tc3wv5sA-o@w7 zCdo$jce6HnL)lkrx;+CT5){Vf z+egExiTcOJ;xnZVHqOd77av`#Ojo-guUGN2wkw)eIo zfYkyRE?QGf2gbU4XMwN04|M=wI6xhC73Lra8i_Ok(UBO1G4O)!8$2RdkO%N0`ZxFO zi6mCpHQAmvY???99DHB-Z(ey1dLu3xx+T}Y{av6*z%C~IBqnx z85ee@T3$+4)qL&+Q;+Y^|9;D?E@@8D4_6nGV3W6Wz2FEmpZcDlTw-dlzb!_AosWQ0WIho&8y<7xcpGzGl0y za)S!o9Ih@n-im;rV6L>-H~xzv?=q;clad|8vG0D+RC{)HnI<6gmlE%T&a-DJWa4Bbd$ZCp7)YMo_n7u-2j4H`KM?FV;DfwP3^*2_o+m;2yYltZqpU;1J< z&^%&@{__Tsm5fbY4M&?cpwTaH^yVmfQ&M%yjkhc4Ow`JYtE*j60@L~Jzh$7I2AFhV z0!xL_7;v}{4n+khlXbO4l6|0Pj)=y4r(|yLeT&ceUfXxaK#;_Z5X^0>_0i(V{^F0P zy*-u`1T5@(C@djWG7CMEN?Q3~p4X$r#%pQfbf-Fm7PhMtnym8N)-XNI8X=)8VJc;n z?A+;T%{cdG`=+Zn#8iW7mdd_yRR;AiXxmd)g#v($Xc#OZ^Vu2rVw5nymUyD$*&!Zs zWs!0Uh>(t1XG_`b;qH41m=?A>1lY*;{pBn5O*(^STx0w0!+mtZhURkk?&Evk%n99f zHrO1#nSkoF+tmt?7i)5g^7kF=fd+>X8XE8$Hu83~- zR%+1Mo~zc%W=R%^TNf>i^wIF~-{?SO@uDu&-dMT+5W)Z%WpY{^PyhJLUE+_ATV{}o zU^W;)PyXBA&8bZ)o5pW=8}IGde}^n<|Fp=M!{;qAGhC30uMmy}^|2#@_F2_^pRp5M zcFR7QWCF^J!pGZ{oQO_t3Oy8(>vFKqZmYW|E?97s+%hD8bjR@^b8wlwZ!j^EBH7{e z3=XCRVyuANaE@)gppePTvLw+0 zffti71gXagf^?m)CAgfJ%8F#xz2-p&%(Z=d^nyO+3-5?0RTS#oz~-^amkYYO#48&Q zLvYCIIyV8gfp(eh#%bQ%J2x)C_5Oy+Es@Cvk@#j(9A^qqgjk82h&7An zPc`Ms>&sH}k0!6=@P%sGXrXwUzXMXebl(t2cWXmgUxTp>L6K<)IgBZcs?PjX;Pj6d ztCPH5d#82VvJCb0jTx~R*1IFW+IWp8bD?JF&EtCykKUV*W=VMcN`(N%aUUx?C zGk_wP`}vVa2@MQvOjIo@{T?8&$;IM`5Twr8-JAYpl>3B#Z5l`%mEl6ErHTNEPXV(9 zM~E(MN^$KA;s`^=sdv~JUKo;lI6ghO`OT^p;-rPT*Eib_?k^DL#0%$ed9?N+C`^?n z1a}+fF;XkM1!3z0tbr&qK7k;0VPbHXjB_t<%8RY&J0tl0fM@z_AZJz{yJ}O)^N$>o`2m;Mvf1q9B~fdzDQk<6? z`FpCu`e{WKEp)Crs2u!(1U)e|!?0ke;Fl)1lg(gCUCw*|gM~}FRPq|Y1INtesPBB9 zYu%TKz8J<@@f)Td-n>s6F44er%?Y!zdBWNwswusb%}{K+lW4gF{JYN+zOa=(`p)(T z*dr%w5uXWA*>vD_k2*Hlc%lxsA79`1X6k=T;kZ?f`-9q>Jvg4eNknECp24!urU)PZ zL08a!@nq3Pt1iL$@+5_|3xhgoA_{Qh0Q8L`dz!3Um=O2cj^$!=l;@Wn+KGOVTS{WU3TklD!?e8er!4 zf-QNVF6xT6AjJVbvVaSB2MI(l0Pm@?xxPCYvDZq+`B+Imy^av<=GnV@A_0=SY!5XO zRJ3A}=0qG|o~0q=4HdubeEGs;TdE~pfAcGNT~ZN2t54kjOpcvOuoWhI1zjwE1>8}@ zy{QH)vxCVpCO3qtf-cgKsoG@n&Q^tvaP|?sZuX|QnP{A$r&y+2Z<4~EN$DaxP2$`h zM-M_C{WU|QuY?;B-0=;ng0qOLVswUIcd1jSY`-`JX#xXm<{HfaKY+{AU_+tA{*(#DYwzMTn4z*J z!uEe>qb9yr6+{CtIgLY22Pff*9E+6s;WitcyR+ZDN`a(pphO3EZFXB-dxfsk&PrtAAHm|TYX~^OG z1O>T8s@D}jU2i~3M|CT`bxyP2HJ575H5aC9tufxZ&&|83Xlm9iC`Uh~v}E{cCu||! z$!zzXdGYfLTq)49>e0ATC*2Kg$_Q@g6w32BV1o4nkR@>+{54&h8>E zHX8Zc(FGrNBur6s4vfhK2mKl|;9d7@kXHjUt zs+%vgyv9{%|SCosTR;4TJO#=ss!2?U~F}t>9WOmj%lwROmT=N&Ao`bUivWAp0B5 z=Wk7)yVOPB^e^_k(1art&^|RK6!tCBoKBJADAwxd73)H#n64p-~WM$rm1 z2h|briq%5UK{uN+DqC>V+aI8Qh@cp{Ym_>acfCR<*&A(0ATY~{;AYA>1#H%%vJPL9 z7LP%tMA|WIB_F5>^k3%z%JtmZr_)ZiHpD`?zmEv&WCx2Dw!Hh-2*6Ih_&yEfa+dl! zy!rGkX*jKUn>F|9_FkQ&^F|!j5A>x{=n%R^>F#~#h zgUH7v=DjC8>Qt{?b*VN8`Q=$cLYgjoLu52(<<#qkNA68SliJATJRL+Kf8!5OpG7lK zqI8@pr<4_p$Mp0;{jGiESxM_io#nF$DS^qTx`6wvP$&x3sE73t`j8k=CME`Gmic^s z4(k?>+yym$B$6!Q_%Us{>nY-0mdG50JjNlJ2mKj$(^_nKcqhO0Lq@IT2y?rlxu%SiERN4)sEa5BjHh z<;oND*2okwepR^pqTBL8_c;FW*Ho_Y0Q{HnP$SW%QuR{^xy`rtTVEEJJMbcUN)p*C z3RqTps}s^@O<%Zy>Ha6AwkSbbAnEq(NnZ2L$iQ4cNn%5ZrN!B_+>*x`7d3?aZ?uLl8_Ky@_2oe}N`zi1M5fco3lZ8Fh0>1pvD>OK= z7uSRrFe@+fn^P;5rmy6Px7ASyWDl!Vd_G*TJJnmYG5>(`0lHtORd}Ad?(AIh_wxG> z&W*1ycpR{lcJXrRAfkt8Bu6)NtaaAzj9^V2T{Sbl5pJv@fGK8q1h*;pw`0~XwidJ`<_??=s90*z1$ywQB`xg&4 z8Y}m1{u&5j`_2@p|`OODs?uC{U?nNH>EFpGGu;6hnA9~EI&%Am4<_GJah>tUb zMDY{*t>nxW(uq*Yo)pZ(K2tj0aD8ZGE0xNl7J)I@=g#~(CcyY^e&+8>4CDk2Mb_v- zMr*d(u9oI@4lCR)ZKg^r=gk6_kL8DiVx}+`qghJ_(mUDA=JC<5FbJAo$Zg|p$69)- z*@AOb?TLrZleMQ%>6j-=WS3aM6IbA%w^naD72}*qOeGQQ_*%4f_Qttgx!(~U8B|Gx zTPIgfd&h@7Fz?-4Uer`T4i%z;5+qDhigbS_rAH@EDF=P{@=AdcHh z;3gNjzc8dUvEaGE;IV~)TzvC$INWRhkRi_8a?eBbNNJizXG_KOmtjGepAd}BV8i}T zMqNwu?SCT>%4O!TdJxGZvCsYa&z3>fD9-XDQ`fCZ<^pTpxC;@uHKYut#KR>EdOD5F z)T4xn3c2jYetl@x9H=_0mGZ~W8XGAjszfGvUx-Qyc{3ddzG1Bi`4f-bg+I7_`W{o6 zYt{Q0$SEW`4;iP*+rB!kPHSD;(Tv+g0_n?|SA?JEe(L*Q9h2UDZidD3;XfmE4v0Rm z2l`I=aG%=&j6oiJ#j;cO@1`Ehy}-_bWBoijQIO3wP{F z{iu94C3HLR=rR1U1t0qE*@Rq8gd{QUXnx}R^E>5i5qVg7F-88iYa#2g&wE5r;ZMj~ z?P(t(s6&yxP45CQ(LJ2Xw79CCB&jcoHrDmnY*579`LWs)n#e($g`4IKi$+ZF@!tD` zzX$%p8_dB49dbVy4cO26)gzu~I9naHU5Bi!a>${E%bHmQh3+F!LwKe;T3r8+L|8cB z&86RI&stKwKM|DERhQWE2V%t)3Jr3X7j3B>VJ`VI1teMbf?12+aj(oE{5gN zla(Cl!Oa$7_<$)kln zp#9@Vyt3U+hs?t-0-Ba-ZOZ+rNMzt;7t{IY_mLRmO&bG?lC#pHCb0Va4E0f+QCI86 zn?TZ^v~8+HIF&q{3nQL5hS?&Tus#pknR9oN#mfKH1$P!j?E4rLk_~}V`^yrx`QBqf z#gO02V@xzcz>%oz)p?D)pq)Z3t+~tCZbfQeS z8k1jUqf99^V3=n9B<(AT-@WQ-GH8q$y#ymxA!eQjMNP{j6hooeQ}1Plj}urYt@-5= zMPZ-lN1)^U-&KQ1*rNalptq>(XQdO-?%!#*+M;L><+jn0 z{wpgR+I#+RrQvjvfuB}@?V7dz=f3)CRCn|Gc#0|y`9T=N^{qCm=I3gSC(=!4fg0P?fV*KlIO+nHhD1jSo zkwBbQv{9kL^(sJcW(G^KGaV8br6 zlBIAYCc2I7bL1=@6DTC}%uAsw&yV0XR3S%Y-&pLQ&!lN7SkFZW9T zC^1)f7l5FjoYDflwk^cbn4tDEHfYdszlBH8KmToDD+I6m*g|9hp)`D-dgs2Q>97)~!W+~@;t%+h#wiAdWveuK` z=IxDn7TAk9XjqElIDNmuK9NxPA$QVM7QVZ?C&vEk7z1rpLiK~w1|)2RB-aS zfjUqX=CUK|`XX2BZXu({v(x$^^53K){7z)NNQWokPc)*kx#PZ*if zFtep6<*0`egGaA0X5oF=VB#1*$F zMdZlezWe3{%0&VgUY>(Ly7;?MYepZSnBbTX?j$?GIsLt81*!rQ5`&wcPKQX`9IlHA{=UL6w$w)^K%;S=9o79AI3`;v?k=aY7Z8C2 z6EOu6?W###Yxc0S_#HYAAs>~A$sOt66XV0RaJt2E)nrS&nb2tp1Jq7}ntD`$)TnnC0a2$)xL}Vs7{>FZ(Cr>MV*`(|ETWnK4%d0x_eoQOgqxuZ_Zk zfsNevKOpKKQiVjfQ+E6o_B<}L)|-Wan-l_9W`EwTaWey{BB`qq<;e-5C(Dsm%|C4s z`4v`ay`%7lwf-=tP9Nvux6TD3l`9Mr;797c#y`(zqJgq1z_I}~jcc2Mp)I27#9*uD zpNu$Jm5vf1u%Z8C2#>Zn*<>kGAdto^do-8WpOUwVqj8r4u>{D7Mg$;Bs|Zl(e>y|e z-lq)Y$@!idg?#x0VhmS*#4{m?Annw@f9U6szWb48;eZR-&ytQ(ifwdnic{$jM(vC-0C%-QD^_b_;^eL|@SltP=@iwxE`8S8< z9n)zpIiQ~Fu|?GfoGp?Msg?vTHVO%EbcM*Fh&2oqRx7fks=hbmRh;y^LkyLsOpc${cu&@jPTt-G5W@cp3sB`@Lg&KA-HX47d^s(XdQ0ocK zpE&Y@wnpxs{+L2luX@Uk)KIf>s;GMk-JnnwkEY#S~|WZ98N@OQu|2UWT~yUL4%%MQ?%`MnL#>7Jq79Ja_+n6ii9 z+aNuYtE*&9^q44LmmIj}81=FR@X%k8P(e_aK>f8wL{3g9OX>~v6CzmZ?vk?$N(uEt16ovhxksy+ra~&oAUg8gy`6MvV~zK>`IR z?4st;sCE{#j*J46`06bBG>G|kcM@3fy!h|5@TP;C;G`+Q^_=&2G}UtUPn6Tth!{v* zU4W3k5-{h*PkN=Tb2DpB*-HRwVF>7(h{|+ZWyZXaUeNo0?7-id$x1^V+;(AVlC0No zZI>6u1kja4+cYWq%+hU6eHp{M=E%wP;>uwhmQ6IeL4!OGy`AOpeW&nF?^ z_#0!uW{2E;ij}gP+!~Rnpg$BARcG$t8o4P;Aqk739iCb*_1=nczkja_SnDe|M9fYm zqwo6*qYaUxG#dNAb#4&x^#T45Bzh6?vA;@W2y*5bI$`1YU{Of#_8KKV-}s@YZ5AFF zo`Qv}R4|ZvUTH3mQ8!@ck0aA>3W?HO$Y~8-)yA*k{!{ablvLR=&+W%YPI8tX98gC@ z5L}Q7kV#a}S~Ny{seqzMHm^rB!V8OL&BXdk=+O8CAQw#-&U11+MqBIP`XR&pz=Y1< zqTg33&5PL-TuCaHxo@JhL&z2FHMtkJs8EHvIU9>_9RG5b+PCcf0`4in0^UD=X0{aU z*KXA>4JV74S!<(f7O3IM{q{^ee{Hk$XXnxBXua7Y1O!a~Mo>5BR& z<+bYpTV7eb+fvT!L2w~o*~IdY#xCGJPmq*PcH*F&8W_1jJYMyqePh#I@*{AS83B=5T z2Fv+pFX!`Lr!h22!DPM+Tdv^V-c$T*3s!?f+#+{IoFO}49R~~qy&vS@DnA&phlvED z_?RF39lSAy1QIJf9SJ=@7rkL$-WL5Q!)cJ-ub~02S>}Buiju}Mhk6H`Qy*nhmRV~{ z(uRS%(qz5>WJ*=#Kk}04bc;gN4TS{u3Jb41bE#Jz#G+dK|(M;7a$p3 zVqCQUYEn6Ni~$GdLC&~$C5+GAL=wlV14zFnpr(=)S_iF{KLe)KNRB z)b}konzzzZu~`4*;5PWxC#|6nq)799e)l{{ zfjVqAMhaB5oQ4;4N%B`qH{WAo=JuHCGy)u)rX7I02o%%Ay+mPSfl|7w2SWxhN3X|n z)7#ADROzS0cW{`$W`0%ZtqOIX_WlgJ|4gQQlR8pDGETc0H9D+V#tYE{fY|fwvuf5+N07FSVwFuVl5bBTV5C6;L}XL)rqv^q4KAxD0B<94ef$ zJzts|%EtXrK#ElWh{FWG4v;ELdN7a`sA~1jH+)b?>+k4069$&i56@HRdcO4KAlZdV z3x@eN`~ef}n6-{c2_?oq0aollk+t9@8#pwkPwrVsQ^V%|q#{=SkwqWXYzDs+NMWg< z9v9gjJJPsAp}a-?L3Am8mL{H zQ~C{5X2no{h0Tqu(9OH4S;=HRZvY1eMSdRcmmK%!BZ8s&LktIUKjeDpoj<( z*cQ%x@@@3@HDH!BoAM?AMt&MyR2|+)MhU$|jo(CFXs|(kCtkDcs&M)lILh)BG7;J+ z()dVADCDnP=(ML^&k3B_gJT4iQFevf4{$BO^uRqz4OlzMhcGKx%>@kn_%;fhw1g`z z_1eV-;xzC*W-|8B0m;UVKSsPJVC}$=x+_CidP4!2ECTz4119KDbsuU?){ z3_M3?s;@*8Ake`HuDw{nv*OO2D#JQV`d9db0e}@i3MG`PMsyDtKyrm{y*3wHDW}n( zn*X;^;FubmZ4Z_4bWP+^a4p16%MHTCl_x!jeHaX!PJ+`Zx0sMRsM9)6{S|%-IrCt) z;B{{PX6h}YpB&b11rH3X!&fXr%UodDZddPjK#2Rj`h%_)o!4^^!%|1NeS5kD&tX6LX>{n455VWWNTbC%r&b;k9cK(--vyg_5 z$}qK2H~B>6eKZMNK$-eDoMS!*HhvBz13O$~BacAHlA$`m!$$T8~+#2jtosc)nzAKntt7zx;;g{|uAezL<-S{pYvZS7AI1lI2#w zE$lzay8*$O>%MmZE@t#>i*^~G;-C2~4xOy*q~X8CSp`J@p$ib}pwigVtvt=OFHj!- z#|m51#S}UgEk{(KhgZOcN=&X-=jz*=GZTQ4zFNHM_>2%&VQ6-X_iz1R1=VM+PK}2K z&O6>n$ov5L#CmkHa^@APKhOjEr>>Y(!uEo>2b+tI^zHxI_XC163KJt>0&u4x@kL4( z3xojz)(h@Ho>SipxCU*ea`}|hh{=D&U%n!mdny_mwQ3chJ!Vj;vi}8apOF8z^k5hK z?Z2iKp#fYc|0xOZ*Z<9*4_%J}mH1-K|C=IA|H>f!|5k)a++NR>QC82<(dd6xx%*e& z?*CI!rvH6KI&Mx@rvG;prlU0HZ@9|OZ6@Diql7*nk^3)8eqgJ}Bn{bu7x5Ps;dzDq zK_Xtq%O^`3M}B0oQRzgkIa>`K1c{;`5yHmAM*Qp-GbV)cv61&;L3Sa@)n>an>2p=% zo!9eXlIw->bybzk@o&0FIS6Rz{<~S#u zV~>!^{^cveMwhyMzTkux8&7#2(`-hW!-+U!!OTQgTkDb}@+J&<{_(6un zCo#6JGHF>E9`0z0ETe#~{;2z6{vLjp7NH57L%+*6<@pRx|30Wc*jRHj9IN7)085gJeda2hQA_Dz$I= zUquFnliEwj;)n*_EiTxNX}#i0S&bfeTBWkb=Nx~)hWm=gVScEPY%SDHd$;ARL3GuE z3DI`(b)EZZa=<@&S3S=Ys?t+ z7%!Vk91gPLI2Jh9hAGWXl7CN+yb(Xdjqk+@S!izGHbH2o0sJQtDWGsgW5&(QpIpvK z#Q*Z!(jnJymL9$xO`8)Mk!X)^%;~S=(6&{sK#7irLiKq$7FQ5+lz{VvqP9WN&E7HW zJnOkcC9Ud(e;`8M#~Qz_d+NP|$UMI3U(T30Khp|Kt5RDN;~1U}1NcRM|~m z-@vpKZiMoK8HTKfoNC}$F;=_q;?S3j{4 zt2g}NE0N{Vc&mAupX*KIjzl|f%hf&uSC(5|6x!f3u6VN8*KlgLVvdc%u7xSp_)Ue$ z5p#ZgXC8lC)OT?DbMN-geK+VHk6jf{q}ZO-#SKs`2H_x2QP?j249cbvA$*Kx6s=<7K~61>HLz1v#?mzXyqbN7_! zJl$MGxqFgWn@aD#JpCmRPkx$?J0w!aph7@|x3o=OeGD$>>MKT`Bh6TJ77Qt;SGklb*Zf?zZ`_OR$cH2 zpJRFAa^2PD#DXaw2O>FF?mM4M-|c;r_vE_2azS)u@O4|*_kibY;Aiq{P51JEZK*Yr zrRp#3MTj2ulUB+mpO!ePIUGT+lfO}l19^>1b87>>o>Zi_mgaFD5hn2DFq`UMTD^CJ$ z8a`3{E}n#-jBhkCJn1%tD?V>)JA(&1xl8a%EuG(MwGjq$DYtnsbZ*0!;5ef^OdaCl zD^xc#B`j|eT!ccTQdGk&7A3^tc%J@_+-RHD*=R_m_vne_m&La>I0o2n0<4Nmsgfpp zViJXs03=uvk;(Oqww_0&k;|&yzRE1nj(#5sC9h;dSFnC`Ivrqp_WIhwdvP zZc`g9-IxRsum0j$li9R$eL=f6x$p~2gr`b-Xks8WDZ-!*F?>A zlW?E+a!Lf>zwa4yc2FM0phKTS!W*uyASNhCCGkN^uD)qJ_CqME=oG)%ePhtz<6k0K z!xp8>g79K~a`meF6>octq|ps$>u=&TbJMRuI#(7I=V5>PY?Nj$X(F61{9DgsZKd7< ztww{btx7HTa=CBv;@_dz=Ta-$nn%1Lr)_`Zh1ELev;KnwYM0(xmy5sk==#y}BDi55 zyW*GJuvw`Uk7!p^^TfC+gt**SDRt-Mv5}X2=?glC<095kQozuAoT+>vy*CJ!f(VIU z?b^_F?22r4FCjz+P?JlnVXwr_w2Zm0OCLJ}4m3IsG<`X z5->3&304dcN1KbxsKW?(^W6|sXJ1e6#O$?H$CW%%`}(+zD9%Fp4r88y(+wH;J`Q&W zLqU!N#p4Vi5SuQP$>fW)-9S*6@cFP8VYg;YQJyTNQ*7$fLT&7r%Em#%@l{JI?V4l>$|XbLLO)D@X{q}Kk_Dmh6;3x8hDF9|L! zV_69Cyw;|;0+jqz-tbSpO=sGBNGI3X{Bu>mMAKx_8_x#|UzIf3v4m8v=Q2V-`j%{( z))RiEmiE(ez0*s{@ zc)<L_bftbh}Dx z$e-Ay{^q**Sy(P?FqIu^od?_BkideNQ_RZ;h1K|73MW?*iPt7651 z#lO^>S@&}ak)Z;%4eK6jOzRbyF4T4Rd)nTFbhtY!V>5!AiRGW+RYIqZ?J`snZhb;YnKXNTL#|^1_Q6GY@n;(J{+s2u87?` zzv?ccOF4SGk;)d57(T7lq#HZUE#b;dPlTPZik6>R-krUhRlkKJlvox?uXA1IIz6O& zzatx1*4L`MRXg#3+&4xyLWVry_4*~k0@?3oT&p}F?l@MDGM0Y!eGK@SNz{r&Ih8TF zSWA#hwaGNoH1S730%rQg&Vzzx2sJW#tUFJ|$mpm^C;QtxM{C2jdZEghGyG?ON(@uz)m&6oG_NPq^DSJ9W21iL5g z;5XMxm7+rv4S1xyY(w_0ZAn=LEp7b~BV=;j;Evvgla_rTS^mRIK70CiIS-v?+&T}~ zs!KRDRqvhNtT5f_?HZX>ciBg|@SvI&QPPx?Z~L-6W2TFCW})(KjZ3*)x@;=X@l^p} z(sRzmCI&g#>KXR6gUcX9qozBv=3-S_kTciX*{-zPchp-CU$!C=j6R_E#Ooiy~ebSXE{?^LMs+_lM_={%J@S=RT zpx!84#z9NLt~F3M=A2?X!jC`n@H&i%qXsDVJnEt+>XVVwe5d7~G+Q^)oyTQ9?|oL+ z3wHPj%D7uuZ>iJ`=IQ3uZClLKR+!exgs$W#g3@nXzQ8C0}ZpdTqoDD#Eb zwOqoR2^wMb7_(Mxs(znTvU|QZeMG6wUat{oq|D6}&=6Z>HmsxU5Uj9yON7kmc?Fp! zvEnlyMf;hsElnm(WkQ+$bn0WsbZ$Me;=cMOZ|WndC!#|lO9|Sa`l1+%25no9-yN^r zpUW&8JuVWWQi`-^ScOZtyyd*!*%iCUJM_R8e$wFBACgfGp-%)qV=61B{pRw%BR{MN z2?_KH$5ndd(GYuZ=(GOY(Gr}|wNMEb>U@2lgS0priO0Y3^kCV2eYCW6NpOsnD|hxI zgPGc-=G(8#6Q=G@F`i@ZW21Q0cK_s&Hm`4YSGHEE?X@f>C2fAQrT@IW4VF(GQ?=tq zv!>NIqi!j=DMgF~>=^IdD9-$g_N%_*cx z;2ZK6Wm0)w^otjuo^H!82wMwJRmCDViFo*WU`ijZkMiQZV?QaQvtPyC%huTM>@iKd z=i?96q6LBLkLwkjTNX(x3mSt_b&@Z^fSJkhI)xydwBg=sIxOUE_cEm{x8YA>NTyn; z?{+Z3v42fdOTVrrdfBGNsh&yOX?r4)VCU`52pJCKSHzktbsrQ@pOiq8J5Y z*Bow?aTjw2r-zIVWCXC)IVz;K;a+ohuY3iebVW)#g$OueDXmB9fjHmBVm| z&gEk+eJ8!Bv$@6nd!(8ux2c+6Uw~1IDX;k09--><@trC&T6})e_3aR2-F>JxOFE28 zKIPL@I!skGe*MaB54RqlzV4lkAZG%)n6z2w_utept&9kee6E+z-_8AY=yW`6F}3w6 z!`2yDhnPIvuN_l&)gqy(c!Tz9-(ZB@;jFfv-?o1h9(9ga){l<&-bU%~>6jSt;HUXX zb=zEaf!2At$xyM#7SvsDJafz@5A|@p!}T6b*2n@h_5FI?YSteW)@oo1d~1BA^*GZD z1}tMGZ|x+Q`<^O_9j#dK;sNBbLHH^?%jGOx0c&c_oS<7=O#uA~mG_6~edy_174dHA zNNa*Q_T#lg{1c`6VCTA_{phi?qyk<1Rj+cR4){qhZe)A-!|7t>J_%|Sv;5ur3H|J- zwSt4Ry%v@d7&Mi!=X1~oQb>wJi~)fgQ%EAMhmjqx2*(oc&PdaE`8gI2H!=R4 zMvGEU+rZ54m5WBZh*7-M0G+ca#`3ewj<0dXv*SnZzs~|Fqgk!(&jxDDK|2B+j(vM& z^>?N*LWeZ(!q#I4IQi^J-F;Gg@RD^x5{q$0h-LbER)THdU)e^l7!a>~x~0rhUc5bI zIQ)D2)S=*eGk#R(7K&2XjK!TM?T-2$Ekt+U2QRyB-DoeCsPKO<_ZGlyJm0#Y%*@Qp z%*-)k%p5yrW@g6_%M^3W%*+fiL(I&!%oN)(^Xhm17hc_}Tl;qF)z;3Gq>*O2HK*zH z>G{t2{IN~2bJcr(Iidd*)Kt-bIW_Z8e;xmH{hEQXav+QL{e1#do99Q2_1m%l9BT8v zT(t)DMIFppN0KYkY1oDWN_7x2UvNs3;tFI?tLArH1f!8fHT{{jud`M)6FMo)ajbrN z)l+F~ES*wlWMk(tM(usyiY_m4$375oPZRzng;@IdEqQp6JKC@5vIz}sqUOL)h5Hu| zG?u*q`5yp&^f`OD3&$x=@AsDBJI#&T^@V3bLN`R<@*AW9j-!@VWVs5km$@6-P$#`hAR&Yn9b{PZs{!D0on`&mG;Y2^5EsduR)sthSyn- zgcgl96joK9B4d|#$~o^jvLfd5%Sipiaq3F)Iu6-wYpbA{dfobgxE)=^0}FRG`f;ZGHLwesV2X{0)dTY zPJ4_4#VL_8T(Jo?MgiFI!wVP$^n*@|8*VzKF5_InI2^)bGe z+;uMdtj5{Q=G=t@nL`np&xD;d#*|Dns01NVa-)_%E%Q|OtDVJA`j5-{kmeFE`^jrq zo#NcHLT{F)vm;bY#12#z>zsf}D&R*1&6>>TbtN~X;tL+K^Q zt7qBiZ9X4CJ5;=#o{7`@6etvVi7f9@f@aCRHvSY@tm%5tf-{FgHXbOZ@=4;l@~_Vd@C!N)sDl)z97KZj@yajZY}UB&rcc`< zAG!J}_6v?AP@jqT1h32#n8|6J+B-024H!hjG1?26lN~@As=Aw!l(^1bG3>;7RmEoA z?J4!%L@hE-PDQ%mQBh5eqaHCSsbBetd)<9om{I(=_@R;EIY&++keByWeAnm1yWeu{ zI51L8{k7b1)nQp$gUYb%(OFApZ~3s=%|hR5hw2w5$yL4oawJvn8zHz=MAlIg2;m7t z7&xx)wCc|(TDaI#i0da~qrD})rUX(j4{Bhe8F)9m($g_G9!E|FkL5~3ve?Fe3=g~b z=f3-``|sBg8{{gOckIt=)WmUAiOXO2;aXc%veUsMUc(QqY9m!Xn}cUV14<*M+7e|L zz|5%+cCySVL&-j0bEW)2+>aH5x#h1pM-ik_5qWJNLVvw>0)8Py!qGe0i&Aw8zW=fT zcitb4UprNqrc$=LeNG;SpV)>Mi-}YMF%g`1c%j*c<7vnaTj}r)kg;*B^pD0IyBEfc zza!z0Nq7<5S(zimxn_Wr-k>xWZyAP^Gq)QXEiF#7_5(K!$`NQd@=~U4e>bJ}tiCEr zC&cAd@pr=Kl8+;{PQ52B>A6VFw_AO}u%FV%I#EavT^_+^BRsbnvF0v|hb9a@JUE}A zmbdjAVG)S{H!)h$?Q)a7Dv`y4Gwfcr^p%KT=mHGNf2G_DK)=x?CHGwY6sb@J134LH6_)uz(AH&`&`0Z&LKBkasjbo?ySUbO=;QX-hIfxLwg}HPfm&BKZFJs~^92{~j zAFtCiA5A{2lV~6_SPp-tPtu^3{EPe5fYdI9V0^^N?v;2FUcR!%o$= zwbRT#m@b!Xr6WHmn5G7aQ#W_zwEF69aQLjIV<-_wg|3s8i2B=sTt+T7&Cx?s8D6{tK{lKw`9D`lN)v3ALR~k~Lv*e@hGH>`iCVP!^ zqY1v1bYDb?G+t=n^0QFGA}5)H+fxVV&b*(SX;tE!!Hv`$JW>@lblO+66;5ev`1`PW z^5{U=kJgcdMOMs%Ta>w}ikWO)+iv`^=QUvzG4|lm;O6| zu;Hg707b(MN~40|L13JW5j%;&wVGW!bwJd~J`7M`xki<_R z{RUlptBdV3@;~XjWmKEr?~aR}CHBY64?I0G)#(MdXv2e&B%`h4}Q>$HfdRXwtuIuMvu_&L7xRmYKdY#AFZ<>gZBbSh0*e~92| zvD8gSsKi_EZ~^xA$;(4);}WI)C{ga(@$q0jGEYg=5^pOV2AIQ1xO z*nZ1Q6~C9c?az+W(@K7wQ zXB>e$ZiXDL@Som%>=w)P*L1#2Q}=0>In1(E{6blreBt=p8XMmQ1U^L6rSZVFC+mFy zq@z02DyRJpxb+CKhR!ID4wn$~rNrR|m9>ImOa*I(XtlGhWeZUlu0+7|m7f&5V*J(a z3S~G}f@7k?52Dlt5h$A14OmH;KcM4@ed-3+eiBf<>v|2PcaWLs+hY!;v-V<~>4p`V z{*@Sl>XF=*UrLrgOrd~N7^=A&vE2%&|;~ljtPRA8U%JifL!r~ zQG7)}u3-+K&wBd=lpRlEoC`R$eZg(@z9d{Jj!HD*P`Z};>U5DD4xP5m!k^O*Bvs8U z=`?g%Y^&FijUTmSX-{1qX%3010czLeCp>?1+x^p(p?QF<0u-IKn5WqBq?t62G(H8O zm=C3sEGkWxhyX*+)6I*N1EvOA`2t#SGUK_(ub;h2QUSA#kL{@ z57c@PzC+)JFOr0x6p{x0ydywL)q#=H@g`NEnCtppis}@DkEU9Rxr4f6+W^(;ZACZ? zCHehtS#gX*C{E*W7-Lf9{6t)=SWi=irH^y*MZ&UPBaEnMC)~6ilO2rOCV0nYKZB32 zzgTWmEtKsmtXY|vg)(c2e80^TyZvWK~MamU)U}g~{;u=l9QQS+Rt^ zavV=2^naSGQr>yeR9r8^S{OB%NL!M|IU)W6;pi@Dlzu=Ab*ESt(FEq_i}HM~=AYN$ zFr$Sf7+U?g&;6CpkAVJ9_9KgAM($;s$Z#Fx9Wb&oJ0Mys3x%jF@+&a{_Jg`Uaath5 za?VUSBgB`{mT(JfD_@4vIGH{M(uAKXIG2=KT`Y?P5-ywRvHlDns1#%egr{9iT9zgG zS)lhecU8oF1stnF8Iq#c^yF9^GDM&sT>WSh-5+U^N-RNIC?;SQNGVrRP>d;o(b(=0 z^^_SouT7`Fgq+P@PoiUqp8tv7(!^N%x-V#sP(M!dT9iAwSsN1QM`JqrJG7x(u-jhy zS4&n9L4u*SOG#$MQk$j=PbHn*=Z&n+g*OdF0K_@^zSFZ()>cZxc%wGqI&-aebx>J4 z(XQptP1@Ke@G}icOcJ4|q$#v(S4fZ;&XLFuovf1xb2+uXY@oputAnz>4Wu)V)Q_Mi zq4*P{Qbb5Ud(0(e370*(+f+fVYhIwA!Qbr*cn9pwYbi3&mou!K(2$F}>~8s*JpOr@ zToe50b!@TThNv4SguINNQK_!H=q-E07--l2;x+@&)qiV}9sR>*)x1nMs7BhdwUC6H z2>Ok9%HZgz_IleOljDhJ$6D2kFE;HPrek8=c#0^iCQKoVHe_IS&v8^8PK%g_E7jS% zrLCQ%w@(2)VxwVUKn3tak_Biy&8{F%8lMCX<&zOR10>IuoFEnzhHEslI(tf>ntnl~ zVFa#$4a4E+cpQen!))CLBNjER^a#DtO$YEKw{%zn3&xoxcK%l5_4zA&3#1{cP$J{b z3=GhU%@MwyKA7lx-Z;^|=8%Aa*dwEL0pJgW(fAP9)>hDJF5(C9OJ&=*obS2u|P9}zEe03r;GtcT)rW zRN{2J1)ScfZrb6<8b>U5O*~ftG8n2Zp;6Th8<;uG78>Z>CuE8x%0k5$=wL(ajsMg7Dv{Xu$-o|7Tfb|3z#2e}+Z&U)Vb^N$$@@Rhg8wsSkAqj> zzhU+!_0}EN`OyRTc7k>au|ILwQZ~bPjTW=$+eb4eO4rjr@6ZBC^6DGo8lzv|rjTjA zd}W9+!a0_r4yPO%XwM-)i#v*5&zxNh&Gr|z__*~8MPLp4p@1*~G-S7f&P;pTI)dW8 zc!0fRWhN54^-GLROOj>{Zy{=QLVfNQdl9*Z?HPwXIzP6)y1soQz#5rlVXv^*T!%@N<9y={F{Hk^yGj9gpb9|0H0}c`P|JmR?6KtX2z)H z8ku%e3XT;}{AKkZGVpTJf=j%eNqikzts{%57ls2Mgt?Z!JHf6==b9LP)PW+SiQR#P ztk4x^nrKOT{5=O%1FgN`NLjDvps0I4viw#NL0-JD&c z2&d)wWHQFy`?XwD7b>@L>fXFAeYH zm&ReeKl^bn-t4tByqSEtktnQxWao=C=wSY=xkvdX(OcnD;_( zSs6E<|&$X}MJ*gb+ zAIxT>Q8!V^HU?huE{XOx4l>lxjkD42QwQz^TK1r$W+eYg?=TdP()VACB1$^ZQS4{$1dWZZxmt6gBX z2E12|?;U}v|C5L7GQ}JAmD#m$GJ|Ygj!;g8g@{CrQBa&sO!})B6~`uqPS41!Y=(GN z53)3g;*A=#nl8n-SUz9tua{IVzDfw9Lq5DfJEMWO@v0*$UVWE*W4cWTouQK5X0@7UDRN%-D^=H;w27}&*=-U6(P7OzVI|v7iqUJBce8N3t+SD$Qw8;HltmP?B+xg z(7SdmRfOA7w`xQ2KkYnGAiZN7Dj%81fKZ>yPN#i?vY-C>c$znt|5iX&qsf zh51cx%FPDlF2QRF;{3o17V?_2bBBsSvbl$*KT|)iSk=BUbQcy$7ohYL?`?o1wsaaV zN^_Y*^J&Wc@U5vF%1@&|GyeJs*62#Z0-GS$L%BCLoOfw*j`w?$lJ=%r3uQDk!4P$Y zHZBQs-56cd{EIDtF*ulZHyl^dk`DVW(`$MIriBa(x9$yg48c(nA2e5uSJjYx3oaW> z*J@SlsAsIV0o=Pyh^ex9RNWH_{Ze}d<4*jAo|Z^V+i_xzXt3Q z1c~)u*GJj_z+NE#c0D-Hf7|}?miZ_Bzdm7q003Y&DF8G(CkJ~1#J`RqAfW(x|M5Eq zJ9{3)zjFNe0Q(m~{zr}woOw|HaSYf4=KnUKtMo7 zLdHiy!RMqPrr`X4ynXZmFyH}u5S&mDlmJK!2q+AQk3j$#Sauk2Y5!B;|Gt5Rg@%EJ zgGWF_0$w-@?KpBELrg6O)otQqz8>XA~3`6_=Ejl~*)0HZ`}jwzYTk4-5_skBp9u z&&@9^E-kODuI+;M_74t^j!#an|K8l*-9J1&J^v#YxQ6~E)_+R&-{iso%LNGy4FwJN zk6aLtUf>rL1~d!>2P~$p{FSVZL~;&F_|F6uf_lA zeOp2VrE0Ao1f705C(3cg$QGh(~2{vsK! zt)OaD584*d%LH9#0KL)ESFQ1>`b#1ic{ne!Vq625X@tgz4}f-8;>4$URu6_ff*<1P zns6~mQ;ZHes>@yc70>S>9%e`+1wp-}=jJE_RCH&?M_0!EC_=m1xxyUe8OQR%lW|6^ zbp+4!pY=uYa#TrQnOl+!Fve(0ZBIl85z&5+!xQhsnETBgNVpwMi0}<&q$KO4lHx4X zI9RHirSeBJp{7GasjC)wmn^LrM90IQCP*O?P|SCyF?03w(3al_PBZlIjXo*9@8PfU@Go z^MoDsU%L1Fa97p2qy{b7*KULC1+Qt4LMad9kU`g=#f`w}QV#D@v76`Iv2yy#@M-Ey zwYH{?#Njigwn#O3b+(4O0Y}pml6D@a&yhy67lF$ak5+08O{f*~iUeBF*Bht-j7M>9 z9{{AeoA>^upl8J8+E=f&Ktefc{x2;OZSl$*i>~DDdl`;tAO~NZwpo7;KR4TLS04^S z_LE=ya5oicmlZaA*ESsy-~1fPrgkYplHP3SpzMNhRiSWh(||S2BzXObVv!C5nc9&L zE+f6@un_mP{&Y%#I0r$PJ#>#>4C`k1XD$4?HB=TUI)MT#oBW1}MLz_y+Y1w5R!6e2 zhK}CNtG~Rz@qGZWwAiSYxJz2zm#^OLvvCGPsS`aIkw^!~19@)62Al{CAGZfEZI`tZ z4CGqbP)C2(^#{96FLiwZ@x|Pc;hz0Ht}T_osfn%_g+8NTe!;ILe;`+PmcwcfvF)fS z_3%JV$lp5sVnJbPja{eiD&vf1=pv74*LXUAqV{O{t}MAJHR*_*CQXj6YZmiI|F(Da zt@Vp{cehpR2VgCwcDMJ5{{uh}v?7Z328oD`6M7U&zw|}Nfx=&)jJGVR`+_%@ofQHl z#;RK^;Gm~u&9k_89Yp=)zrX+eF_!C! z6tvB=zl}>=JB$EN0B&OTLC+ZZzaXtx%ut&vi{?*ANqT!*ff^X8_!B67kP>~uH`1?y zTk-ae9$%18TRi)ACa6*Butu20p+qW|d#!q(Fz&v*AS-?V3P3fD{TUnY^s1Qpr)maW zy!zF{Srrv7)C#bCkSePD+)rwTPcss=Eh%qhJp>D=*#`tYbLcX_3YDZ;A5f&MK8llpgH1&rY$`G@M2Q5L&0`@44;plN-Ex(5kgl0V z9@30?RADpmrK?-YE&F#kwp7O-sY-nX)QqxVF5Bc1YIcSRF6C8WTt>}r~O zh*XHk%p1>E2d-8;+Nm`(gS(3Izjqa;W%dulYh^CgWnrndV?mtFSA}(@QQnc9whd=S6m=F^@t;z)HhB7O zbu45VoMa^8roVV@dCqHhYQL2@P^dH5b1zs&DaEeK=*I0QC276Wtq#=qQ!dbUNOMZt zrdh8C?!^$t+>UOD#>z4x%gkxj&)MNfVZe8M|BNb@6N(%gtfz4 zUTlcAwWfFK%t3NL#y@&5QdVb_0|i~_0{J^HctCi@^S#+XB|>{XkDS<{5_U^t4IB>2 z>#NI&G~MdKT|o(m#kwUhFqgU~(M&ADPM-T-7?pA4Tb{hT-q;5q=jaLX_@ZitG?}k# zcEca?1CaOy?JYq0b;z5w*8b87-t93zpG{y zwnC*@@4OIwLv6i^2#W0Qg#9t%hQE=n~O8iFn@<@);av{!wa%j;7L-GhmRF8*#3G1Bws3h%u*cvkS?2*T0cE3b7XbGnr_rTRsZ(ozN0RF)jO)jVkHOM*|CZdf5)ug*%TlB1# zVv~EBThiUG8w3F)poW5DF#Nj$QPjNWhn`_;_bwrgk2{LH_m|e9A}qcqO3JC39}%Nv z6kW*zZ^@7z2S!}%^s~ETlFm?PtJ;Z@xm-DN^*vGSeU9QhKLGtVT_hiX=Bf_>OQmt= z^)c4fu!&%1TTr%Zj@ZIGvGIgcwM|+o=b3W3fjsx@=s^n;VDQ^8WSn#hgUM0=r)c^DS4T&V!d%*}~7(U-<+ zxZRC?cfpw6XGERkX@Vdk@2+z?!pZ6P7~4OhsNN$3Ie1qV!7driy=mnZH;9vH4a^NqoU^=r$ZNuzRx7#rrAXHuSdb=d86iZiBL zvRq<(c!uWv)|@#Bd7@&S-Y>_P*D!ak1C z4+nwt$lk+^P(!Yn#2X)LK})&XA@0$~7bUG7)K3<3)G|;TM;`!^DhKTsrE9NYgXnD5 zKTH!6#q>932VQW1IF~c273)(mtLZ099;X-N$$vCm8P8=*ONaDUZIQJxaeJCZYkMlK z1F$aL3*D&Yud9rTORoOZqZH@^fcp4l;CVQ=>U8N|M{MneKTciBVJ$j`Yg50zi;JYE z85D$firc`vbYq(+tWG}Ok@^*W8oab;j$r83*Y0@xg=G8q0omZR`Awfc|`AH;ASB0}!CaBBVaw#d4jo_MqJfoSHddF3{sQ8XAR)dDiTq zUTW&ael?qOb=aF*B?0X-!Mc6RavPrwV8!L`fv8!p#X~m3b8!J@wVdlO4jx7C zJU#%XOk{5mOwErDpa7))Ez0X;{iR}*Xhr`L3Jxk~qGykjjGJwOGeOV%YhZx!++TsF zy&&s%-+A;e^+euC#yH-4F~(_ zqnO2obCUZmg#Ey_ih;%lpziAjfTmm+eE-x|n&7W$AAlKY*LRY~klioX-sIkPgAZpV zM$sOPopD}&TTRSd>v!CzMHu4;x1$JYroa91=h-cfD0LC0AlZSL!%u^W5*dRc4zPx5 zzLF_MO}L7d>}lhV5aRdB{Znp&@XD33ehp;w#v7y%hkD`Nf2ZZ8UQU?U`+~~XM^S+C zb^S%-h2!fBugcp_eA<~o^|jPMMs0ukZs(H2yms3hHBgs0`_K$ST@3d`oKzxT*HF1Y zzsW4L^l2$%u0}+Jsq9KQ%xUM1XVr%T>#4r_u>QLz)KwLs7on%{(F^-{iDD~2`JxJ9l~ zeWDC?qr82LieI9v{#yNl`vv$enW)$A3tGuVcSw#7mXLG`0 zy6{)w`VQLg5@v_kaTY4T&O_gY4((za%nc%cl zk*>k-UQb@_SgJ-Q971*|m*@}^^tN>LSqVRre@5Jt4Q?gktj z)5JP_*D&Ux!^>)|UlHqLKLDiC_NDG%+!YI=eoaXJX<}N>y!~PF2Vg?xyW^{_$*e_* zO^0oRuD*f6w}-IL;nU0bHB2vG&v*WaWy9&Ti+lj|m0PUp*LuS945#KdYy{os>L-L# zM}KdtOH|v@+cUEabr*McVW3KW3caM6|3hi$V81MNl*CoH2MSO?BSeE_Uh_12t*KLCyW^+%*_kX=VFfwy48 z=k)}&*Y9obY1VVVthIaQmMAkVXHQ|iBqdI7zeVP$I&+RN z!(3C~P3p4a^flR3=3A?$>^8UYGn&+l2ayq*nkL?orAk(@G3yAK`!dybO%1$%rk{pK2DRX4vEkO~|QYL4d={xe~5J;P>dZvz!(FiZ6dxRNNIuT}jl z>Ql@Wnf%M4*`r)Vf8v-M;)=0-R?Rrjhw7|hpq=EdPpOzn+abt{8HL-T$~X~*qbaWL z>ZP_lDo0xICEWXCvCUBJK+Ubz$Ye%6pZa~W*{vJbm>8|=#MkruNX$~{NZ_`#xiykd z^0L^bYH+{4B_`=^w1y`~^)e&&pSS4n+2d~pO;K9t1r=owvH*w?{0lX)@747W$;&x) zX0I}ZCaTw@$uLtNfOkwL)k`*T$kwg-f68AR*r7`c_W|(M4z1RhlYJKY0Q4})(U-FH zSsN|{e+H&t2R0KzN&y5)gOzo4KX-ys@(}q8C01%+(e%|37{QPULp5wivd^0Emwew% z<86+tC-vgIycf)KRqS&3`WUSenzSlev`m^Zvl64H8DRzBmiK*?M9k zXIE1^1YOmj+)Zk0vmh{mZB}8+nv*Tc90ajB^YNX9)5+ux67Mz-0(V3%wP_Fw?J}i} zJXH=z7z1avNAXUR}D=ERO?*<+k17k zKJfC3s$Apb+wxT{|C}SrqjkZ|DEV%N0LNq2L#@KqzWP{kcXt1evD6qbx)UutD>K>} zpNQ6?ks@2zEv5wi^@re*ZZ(AIT_dlU+oC9k%N+sKA#<`#(=)@CdEne3rnWh?nk)|O znj{0Q^r+`-ljgdNO{Y)6DExSaWHX0?jXrb8k2=a={!-2iXDI9{JgPNW35_8$5101} z++UY*Op20e%6u@aEm=7qfVobB!^W0K^b0EDuQeQPnZg6QGt}aw=D&u$YxJ_DdGYdi zPBIn>j;NY_?kh{=9jFw7e~wKWRTo0{3njxjUgrt)W~ zEaj1=UdNO=&IgniLOha+5326Rkrj4P-zw?qFpP>o+f!a|+wqtb*pKP)`t~^IQzoDT zSft6%PMNs03P83yS|2TJ#2C_xeBjN@g=5h|87{^qI%?xGxNh~CHg;xmrB~NQ=L5v- zyezp|DN&VxoxIXGBY|^^#T0&sKqM4}eW#4YLg)ujM_34`zb_B<&J&-Qfi=K)COe_v z`!t*ZGlGi~pU`)5vhk*)t3gQ1)D3_<9qCcCm5mNZto;2E`5y2bc2&dkswl3s8R1lj zB?g~+)nRIGSH>-jY#OK5%8w*@bZWCsSuIoTQwk_0*fgZG{#n~%ag{S#e;HBCT&^PPA}p-|5IHZ@Z{hyrFpIDo<(mS6*125^TDsv- zB^N>!CM^xR*@-r#?iC+BP6-R4o^VY>j3x6gDYDColHQG6csnYTX5-}ke#R2AN7*3xfAk&3Q zC!tzw7nFZKm1HU@)5Zk1;fqM~fY)m8y0{ur0S}~i%FRN7lR0Q7MlQ;gSr-P9>UeY+ zjIH;{q9s62^1yGqC5yM|tl9!Ui#j=T#eE)1bK$;Fk?|rdiCv2Lru~9v&i(ap=`16? zEBr!EtgSOhhNFv=R@X$`kSMD1?QhAc(Mm~GjjMJJQgasM1J<`Y9Fe$4v(n8rPA*@k z55Sp@5YBxWs#!;Zj4DCdW;5K^3-|q(jM<{a1df#K)vXTQDsyCao&*Q`jO@Mjs!9B# zg!L1{;dO8&v!OlBS5M_zu;*-f>WKusd0>R9oX>eUR>k$JM#_yiFP82pb#y^2=o#m>RAS~P2*hZtk&~B+dj&<8qOTV)ODo0`W*E8?3Zd5&$&kG>?+oMQj zBhka-r|&Nb!HYje}w&TGp$M^qbD#~5%+KoTLlloW``WfKQo8L zbBX5U>JK+_H_KX*HYP5dFyBeTD7FYx-q?l|3c(LEh2hZ>h&l!@O*U3tMab*{mPOK6 ziUVLempqIZS2F#?xZD!)k+aB(D^)KTI8W^NDliu3jI)1+mGwnkqw*{tmK&X zU1Q{2iJBa|rn~BmLN}j;>mmLCgj*S}+jjUKTB&o4!M(bCQ930hn-?8@jMBUiUXDKX zyq~vC>^soY8m&mi)R8LYqqFqcSzz^IyF`NqqhJ2m7h0YfK77A@Q4}hRZCTtHU=;LS zy48CjHhW7j^zhIpan_yz2DLwG;(Fo#DDlNoR~cj=T?|`hb1GvM#CkpBA3or-^r#=* zlo)3EI{vmq74k|Q$TMZ|TcKPuw03<;bH|;wCV9gsofBw#JY%zodgthtq=ZFtY+;(D zYOPnenH8hOtAU)KhO>0RZJC{}Zoxi2vCcjGqo>f|*`QDXyQ4U?SNaMc{600s_-_|hyyH}w!=}a*T5raNQ zxxoX6rbxda^#$gvUnEW}#cD%Ar@dxkcQVU2c5%?{!rmk}2ocj^73IRyjc-YRa5Qky z|8KnPkK7~O>O(2YoADOe1)Z6+K;)KG1S7K;Q@a6w33L1AbcgGCxOm^x&GSiyF?T`u zg9s4*pRR_Pj@U=y+7CcQ)e7g@G_?RNEp#~n&u^QI0h^fbCmkDg8zS+=ekExxd8`R& zD@~93bZTDMFzrWKOX}LbBu$yVq^3T*XMU@R0fPyP2u}uQm-_dj#7&6!2Gl_kxknjW z*RV;%ibpFhSZ=K^rLRocp#drko>W-d(3&N43u|K{%8%z4CgEOme-^$?msNjaa2?-q z2D~wmPAhkI4{RA;|60}G&8rJ(jDbi}?u?ft>cyPSH#Jdr3l*>O0~_!CXdC*C?>xUx zMXBwo13yK>vcszdR3PvSNA-dgciEh(wu_eSVfOM+fCGd~Ge^>y;pB4c-TLa!w?c^c zO~~TTR1$r5Bp;T9_4%_nCb1Vt50k46nHBq+U+>Mv<4k5ucidESU7ssIS$(pB59S2!5X5M(E3MIk)99d#RD~PQEm;_^2HE@VgPxX8O}M zCyJiPGyv4fXCP8$4{d(|e89BWjt~4)1G&_+}-%XrzE4l9_iznN^U9 z>B)H;$%al>qwJ3EGTrP(=#ogli_u4}qw0vW2Tdx&lw(6{gXiv=kyBb$Qp{L<(1+*^ zDb+`slFt0V2c2G=sQQrmYS+_KH{Qr>t6P4`l+rePNzt0BM+qULs(%u#z{_r9I8+c9 zKwm);{X;%lx$tGUq+$MG;Sb4Ig0c0HFE0z3o`Ml;WFa<)odtD{imOlx0&^*~@}jW$^d*r+IQ~PL~mixJSN`_s5$VqGclUy6I0_WlrurgysG~?ekqo zw8g{Yby-(AND=+xr&UH%A6>B(<{8s}K-@~x&eO=D*J)W# z2%6Fq?Qkgxwii04eIe-p&x9TZeCJ9f`3?B_%#s(dnx$H~ zQYxNfCUvCQdgJ{-5w&^3maoxR_2nF;C>TaiRXoGGO#ZH9=XrMPoBqmg{ya=HYzUw} zl$n*>g3>3+H#Di7lujqHArJ{iO zwYuBCH0lEjORvOb)3%4H4UIfHEfMVvU2P#-@LquS4}d_8%!5v%flwJCW)){?ZhtrC z^bjwupxNMgJ0e%^cvr{a6YJ1SC#vJIawAi@@Hh+Jobjeqoz>a$ev`Y&a=H<#!tPtrb<- z)__O3ys!X9qO+>6y<>HJHJ{ep!JG#I3+>C;_HEhM(Pyn2y0R?ydWRya{4%3yw_F9Y zDTp(DU+)&_8>1g%E12~59nPI~9RYFTsUCX*pWk_E2qBhugnhLLoDQIKH!m)Lx{k#z z+2!iK$>qaL8lQ!$Trl4?F@?x06g}9k$%#EHJzEh3bDaD3V6)@C4--Lfe7h;g?XR&u zaePj8&imV12NT)5lxOFWCfZh_KSWc#uWkilAYvnL1f$^6JbU`t`dKs$(3Wax1B>bw zAGp|9^q8selP`tc(Am{)tl7v?e$T|b?<8h17xAP8^RjpGa*IAWyMEZm>{5@;(uKE$ z`Z0eecs?H81|C_1Y^&@TVNWd9nfI9~6lK7ybew7RLRhCnz>XlFa%KmD?%>k!0}!)2 z$NWC+QX2ktC?Ot1xX3*oPT%V3!eHZo{$%=Pyb1vynK4*2W%eYHxOa*2#;i$qukTk- znwUay*$JmjniI@0P6Ws0cDyZC`!c+gxn-q@0)B$3^$amohUCwDTE|2K*u67#CM-3D zAqp$v9jgz(qLEDT?&25JlXvnu)TK1^!cjEcl{mMH4Dc9OG0fR0@D~AxHrLgp<8LIv z=<7+B7E%kCOe2Yk>PbT%hc-hX)^V|lryN8Tdax|=OW?30nwEBo>q4b1oQFIOGkC59 zg4$QT;%8wWK4kl8XO8)a>-cf#6&4Z44)QV)$M5QsB%`K2WekmNp42sH^E)c;a(R~D zR%(!lYCj~e0X3JG#7%JxOyZ8E{?!ZCcWOtm)ExVF&O!Z`D7Qf3AU%c9!Wx{dL zF1Bm%S^R-)lH3Fub-4=b{yvY?qNqlych>riX^QmfdqKAu5f0sJKQjsVm-RQ z$P^D{=XusSx*^j0d^b~4ZH9-NKKZ(}pfz7?izxRZ6`{l4}|hlyOzw0W_X{u(I7EmTRRKlz5)LIn)w5r z8(SKgr`TLm0{6N)4wYTHP)=`(GC`s>L}sv`#_lSTDYg|)gO{wdpuDYK;|+;-qi$Lb z8f~fH7jFL*G6mbwqaH@<72^H@&SmGmA*2sax)8mP_yCV$WO6J#kUX z85WDbi2}{x<}%EZagTxH`@f?TzQrsyWf0UBG^v=|r;2S3nehw|JM5jvBspUZLS+3_ z3!g+;C0Hn*Ai}*vp_ccfq;As^IO_GCj{>zc#9}2DW<6BBycD!1@~KV44>w5f?_8-a z)t|YAkDnjkZt@2BX)5X#>1t**=Ja>+3o{j3Hxfm6PPcHIV5o*n&N<_J=by9w*zPeF z>v^7g-ZQT2nsePtjcr*?ODA1Lv3Qd~k2KprFs<@;`tFYS>*${TC)h({eF$aqu$+UO zkA4Y_$gj9VywX;}PS$(al{yHodnY_P%gouzuJ*YZH?oh_qZdBU>x;RY4Trg6Eh|}y z6idEMMRxDDI-{8Bh-dbF(OY}*yv&_7kIviD{~J%X_L%aRVi$2$>yr>vZ1HTvv7=4N z)Ay0sxVl|!v6PRb2DJM3k;@~j3qH~9&15sApc}1-CXXqOuF9D>xn#4rka4^DI=b2K zFYl`|2yBi0Rt`@slzQdIcF(5;>8a8-eLBTD=eFoK6C>G#k_t*}(s}N^@x!-P>1-TP zBV%$eR}3u|I}*QJJ{|93<(|nay4g-Kn|4w3m~M=aE>fCA+<93_6>o$k?Q#D})N3YO zdeM7Hy___*A1=(4{SwnTQ7J=uNXSjGteKX6yHGtW`Ixwy7W}9`T(&C5*LEqhgK=rp zkIEpCtUB10DQ!+*&M3v=ej?p+?Ma`GfT>yUBvT(fiYuQ8j!K$n^x}bR)0V$}<@UKR zeNQRYVfKAtIo}4w2lK85F8xewxv7R_!^?X~@s1uA0?UCL!%Y)P{*3onwQ{g9x+d7t z<@5%Vyt!SYlIk;ZQgtO!xj%?`$`|`{Qa8US?W-<*eb^xoS@lbYIxd?xVS`6EV#(~N zLh_3%|A%9l^;tz#(}QtGwkL~7O8$;3l3B&{uhK1*`a*kIk}D<|s_S;?xX7}c*OT_n z$r1ws;=^<-h+gI=zJDaHr{!Ed*RMN{{zBms!$iy?zxT11U$$joRN0+E553=0&0mW7 zUoXDpna?=b6!)EZFuW`MWmT+Bs-P^>h8<45>PaeKz3wNiuxW-HGx2funGTcldT85x zLKo&WV~(c1gaLNF{y}MZXV%V}0)Yu=q4~-ZC5<<>gD#Ge912B@L*$2|&5n8n)@0H9 zdJTf&BxUB~5LLEtBr|%BNb7Yx^m7L@$;?ditlRsKM@eLZeq(xnE-=y5EENp+(dO$E zLaEZ|hDL$3B*qi-noZt2+FK(>-^e01t5*r*R>B}5jU8*c-20*cBYG;gg?n5+x>Ub! zj`ffcB=r?(#BhYhiZkjw(e5Ksur`csQ|M8zD_k>mtewfyvk_#RVsy7#j-<8_U>x^# z(JBi&8h-aZb)9HKn`p*gA45PWD*UnUZTjnHOAcNdm@xrlaj^C-@51)hpu&6aD3Efu?IV^~xB$L@zbV&Bpun&YWxCew$NL{5lfpuK z@QCY0OvR9pex67tR+NMkH<;nFd^Z(ee$%I)q!vaK+VPIT?}d0WKhgHDisS$deEP+w zo$)NzU2t6Z^Y@t10<7zuWbYS3zcL$tzQ?z)b9 z^nuynR<_TJh1*Q5^QDojiO8D*)_wzCdoP1TjcwLY%|r>G-0m~fa>*gAEHN+87S;1!wE@Y@IH^{X^hVnBk9pfHH@qs*q8hxJmI|{zO#^Z`V8e=+uOpU8qbli zLd4Y@OEZ1munmuiXd5NqzuESa4qc3F)QCRm8B-<7XW7KW-cS3Qr*Zyq zc2y?CJF0?M<*AZPGhXc8Zz{XSy|V@aOVt~m;(f9z0du=Uy~!%gl`9=eNg!FLm8a%Yw~Q zAl(0s)-%f{-r}kP;Unp3HiS*?Xjekx2!i<_+XyrKR5qM@2X*c88p`0eB`I9m2TS&` zro|`GH_nm1oKvn+8}D%4)a)1IapsE2)cKuyTYQS>@>-Lg`_99y(>gis8{5^%Hc5$H zT6RvMG@6KdPv&}7V^c>1eP`F$2Y07t3BD1~>fE*Ft?5h|c(=GPyMSV#KJzQbXUk7r zVGC!&)G0-<7AAWvP4&A{6^_LEKg!{JA+A6d7`j=}5^$74hSaKYWH;SX&CwB06C5}E zQt$J8c4ZSt{F>2=nfCo%ct^t1hhH`rxzrZ-@y3ioRv-HH%3shQT<-=>= z`{>Y_UdOw}g28puj0e4N@}4fi^Ac{f>f+eenW4e}W!1Z1fuL?06X|phem}b9=F4~i;+vuc~gZEvt=!}1u0F#{qrAGUvd|C-3c`!f&DuOo)3Y~04Mk)na3 zyDAMI^KP$y{dS$UBIq+3uI)m_xt7w?PZNZS*WVa#av$QGDA?p6PsPUMjvLs2yZDwi zs^ldwB^>1ttRwvGy;-!z4Wp@p@9Y?7%G2;o4V58XmJ=fDV*76$XAjl%KJHq2`Z`(J zwxN69u5F~OsXkKQ+Ho}ILOw+ipjj*koF{d)drXl@L6G%!t$g;GXWMp>YuJqV{Ud{> zhs!fv5`ib(Wk1JSJFm-e8rLp4QmW6`)Z_ZySSd$X<1l5<@6T68k%kn9|9loQrI~9^ zPlnDGhjK((Ywuj=5MxrW^s34LdqYYuWYQr+sQG35r**|@q%EDVoP3<3GZ9(DQT&Cm zueCmEYL0liv^--Ltd(GEu$n~M&m1*z=~;cKz!|Ec^Fnu5U~4@&Gx)Vo`9ArJyh>j|nh)q~=r?Zq3KH$%XT+VoV2=$*uzjRZ zzAcw*Wnz)0SHajae3mBs;gf`dU+_ItcKK9&W_7)z{)EnV80Gx+5r;JC(CL@J)QLTN zf8;!!jrp@?#2z&aKdW2qh0ro#9)%4#G9(#{k@RhjTHv08-w`1@#R&&St+*ym(?;J|P^Qqud#}j!2B7mU~Uod(n*)`Rl07z{Ub1vChvxkE?5V z(O2;XT^L2e3qe*qG<#%>-m-=x%(@dBFDIgG*HlBAtn4fT9rwIzF+Y*~UtbVsJ9`o! zZ7ukiO)LB0iV9HE>|ejx{LY+Mj^fo^Y;B%r)D%ie{EYKMeNWWB64xhPr+h(|*S^b3 z&x(?WAIYmdMIURhB6iKxBNV;U%B(f)?>uFRnpBo-Dd@OW2XQlp^SqmYGRjNQm@t$w z;+pJRex9boYOBWAPwJ1*rmOv|9A~_IY=zSlmu$?3YacbY-u5HPYos?TK}vQI?VoQt zBMyz!E56lZaAz*i6pNj{@;#a9+w1q52Iq60*0NhFX~%6N3zyhwK3sXUKG6{E>aIa$ zE_lfJsJ&CVp$4szp8D)*?lLo)o?gb}aD&B1Ep0hLC*!#(m)hC}E1s>)Gia~hMLOj; zMR}UnM4ys~&wH*Nl$=rDKROoke(QL4 z5qx`>=a#L>^hD7NzCoRZ?k!Pi@yZHqZJpcC6aNL&UcmzC>9Py<-FrIoA8WWjxcz(a2kK3ovEuo@;h-I=|;Yj zVT<-_3-PpnKYTB|SK_llk*^6|emuyA zSA$~f{4+>>S&32Z@XgF)bShsl>`#O@eN0x=?>XU<mOtV=GCb<=tW*N)llA4bOhd~HoOvgj zWt>}IW;s*|>rN1IpC^U{%_UeEE ztZA?vV1j{Lzu&>8FQ;hQ1YWb%o#&EE?$&8%kI9n8i*Dq`H*NDl8Rc81Of zTg>@ie^}_ujLbvHBw6_Iwq~&PvPfYCiY6FzCu?rRn)$1=JoBT*39cXgv`jZEdv112 z`DmFC`M>!C6VJLsyD81KSo{{tH+hMkNnxw^yo4sl(PhWQ`}b@!`G!{lNJvIt0798B zbX=I1hpRv;X*4gjz$ZuZXt4f*bg&^NwuUP>K#3>f>G14m3)ZG*;M*{@ zVW*)-9lME>hZf$>lcGwIIbKBN4r4+XV-np7V^uI7W@m} zsY31ZsHWMf4ldV@u`{9$e(x@~K)pb>W;@%BH(;p7xc$bqs8Xan@1o!T_ISI-2eDhf zK53W`z|e{Pk0s=V@8}gAPtk2h8`S9YmGQMVhN*a6ZH+XB7alfuT0~oC*c0St+iFM$ zNo<|ZjJ8pH4P|>wFM#~&b(dIw+}%f5+`m$gALGCLs?;|+c&0N;`?x6g;M;zZnX*_x zlgT{?iRM%aaj9499lSXP+|Ra+({=1}Rg{_s+?TOFbGhAL?MWll^z@R9G%0v@Kd-*G zHIE$MT#Sr%_zh)5)CIwInD-fF;=3e0d3)P}uLY!0s0+v8L0x@)_RijwI!UW1t|d3u zAg?+T_qpY}t+I4~HbOA1iz)j4OP`-8wRUW^dl>|nM~WKR zwuIu_B*`;gr*u|6KdA74S=S+AG7@7YVFIkN)m&A$HPBWW9xZJgd;hxU8x1{S)9lB)a! zjmNeW@}#j``iJh^4|Bre^-of~W;}99dSrb%3YTslOK{x#Qj22F`khuhuU*-;rr}`3 zI`4fLyMyw|t~l37CEt7s7Q!BBNbYOg!%92m&=CVQy&7%XdpGRx)+l{T_p;UhKoF^8 z*>ZQORt#=tYgXvp_I!r&DW|Q`(M<93+Ex}(=~ifVn!>70&q}0qBJr2exKc&!JJE}r ziIftUsY7*Jp=C49H|i`D$L<(c)u zbAk(BN_{)zV0xRZ^3hBThfrbv#%5CNBgUCoEdG|eyO z>Q1NFkpi!ERZ~U^Ymc$8HVvenqKK(Ij(w?U*0RANX_aRjtkm7UHRxfLdt1ME#a?79 zDl^>Myl}b3lnN`>A&`x~8Vm5>PZ_PY9N3JA9u$C3`~8CX}=54vK{CDVrfg@4Xov@N zzki?J`MTjleHmlmANMgxn%>R$xyMp&yGEBgrCJ$=#(!ay+crdhxm=NB)`uFxaVD|- zMSVFeWuaL(m7hrB<3pdE?=J~!##Q7=qb2!2H_jjWfLGh9Up!p(SdVP#WN^-?3#G@t zLw&KG8Cl|a#yjgU&Ms;^(;r$pocN&O$9!J&Y>sud`MLf?^t^Gm4mJ}Ndfy6T%sch1 zi88Z{B^Hc;HjCS?ug$POe0n{Ly_aSfU+ODd;nnhRBWKZWp3a+QfsM73;+Kx@f-7sw zL7LG>gQ77bND$Kb)xk0 zRw;*~x#r#`6-|_fYU;DgYx}F;{I5U%`SZr0IuiY8*XoxJv$guT#&WZVLdu7=Ic zK~f&!_8C8@Ph{^slCv~YQ%AL}5E+ygXKB+^t#qO3Xz+L0eLsucB|iPVJj^toJF+Uj zvTvi3SA+A0qRR5`(N}Zc94~`eS7TYI&DBsse~nIAdyu3X9%97L-p7f?pVYsOCi%NK z=wjVWE)KWI9l`6E&f}&NIj}%B>)E`5Y)BO`R!3%MG`7XPuI=Y>XfRd3HK+DCfKd2b zh}NmjD;mzJ3Pg=jSyvS@DNzMMlx<1o_MxCdgocB4kM=2h#uM^g#Bd86_n9L_mnV_$ zYHcisAFpgt`PWw3SS=b79-TK0PR4hk?{Yj!296YFFimy{de7BpN%uGGM@#)-VW$SXT==tt9)8EJQfOK18E9p~5>Rrr| zQytUOl8v47TXcSnpXMFC{V?=Jv(Ln~@1JT?J&Iy=S<5?1eJTZ=H5WOtgrfp(H&0KP zel3Bo2A$>E-FL7dZuYXazV*>8mchGspU#VsZPrPb<5^FN4p9zr?~@lC%=cg2SzNh3 zd$yPP{2ErOLpaH3-ZM11)B62%DRPu`)x67Vh4vSZoAJN8Xa1z3cdC?EbV$_AJ^1M= z(x@{usdq26&Gf<4^*)TGjvxcxus`PGZPlzo31jb`SOh2-mwx2~m4Q;yY0N7FE~+7Zkp> z6H9!@eBQUX;mvNF2#K*u(Zd*!FPMt@TI}+zW`x&HisL~Y;pVkJiaCsHlkS9m2(r9A z@m+do`&iC5B2_U4g{P2vv??g{eCb$3ALTRK>h5(Vv*Be4HRX&r4g@`3%d?^Sx{yY? zFBPA7#y2IpH!ULC>?6t9y2cYy>R#@}?bC2*4)`PWmL_=aEgPDOnlMv!dm3#@3j##57`Sd$?0-k=>bTC|wv`|8 zn#Bg=kmVpHNxw?)#6tBtH$Qhy*88$cTMEBRga6pg)86W_KYg36aoX_-u z=(~w}6#j}A-TnqyLf}w`u{fssubid}MoEz+7yY3*zihqnw}HCy*ZW?MPI!`M`=)N; zxyGcc4HGRJSr7@;dfjAg!TrRelxxxLsGHzwXP7Hs@AO#m4e_-kLQk^zFD!crPA!9_ zndfN<`3|2^$P!%QE{FdY=ZdiX&vQloKRBa|@frO~xQ!I;Tl!~obbtLH!!x?8-}#h+ zv&Iy}KkCErJ)E3>A4JAP2k-s)XaBnoB4hgNG5$9lL`HXY0?NM!k^On?e@OaX7Q?F$xnB|wsVJCT z$m{GBU&?nj$@~T~_ul(AB;=h8w3E+62&kiuW$BFGTUy_nbVIr$B|t7ozWl68Z`>Yhrq`0$tNn&$u`)Z2#EVdhnJM zzI8}}LrvZ6E0K8Tn}gqb@9x%La}+m{-9LS|h_7WOTksLtHZU+nn9)rX&D0nkxQx!>>v3;7udU14>T6O9@f0f6-Yh& ziJxhgaOX+DYtq?7PkmYu3h6gSyeE_b)=iRm{JNc+4*q*N0=FIu?%ZhBd+mP9VmsOm z;mT-ZU%SPy`JB$-+3SeA^X!r|L)hXkHHgK{i_^l!esCMDlDUz*oqS{hn`%R)0vm^M?O&CxYwo#^@_N@|9A5rCvTBX{WIY9CfjKMbej7n+fCwv^ybxZ_uPvjY(<%EW`gJ9bW^bEzRX0BQj7d}1 zJ8O`)xfs2;o-kNDYqm$@oinyE`o@0E?_o}z^j4sWutwuP%2fQCTpKbQU3qVbfnj;C zNm3u>Q75Km*i@%(o~+5|fHmCLuA!wDORt0mCmn8B_c1o?l~;cCvXo&FtvU)6+c0U} zs|@eROo$kiWv@OR`I>WRH6GkHF8!+Ctd5d=Zw2F#Tt)aBgu5Q%#jsv#+OHb3L_x!L zxpxT(4+VMnNnJj;#!mb($i|WKyIa31l69u>$7O8FrM+&U(0eq?{F?W2tmBW2@Wc)Y z>Gif^4v4;Ky}582H8SLUswTETgb;W#mgbhpj&)>I5x~Rx1gGcirSGs^`SSLB_UEqy z2P95Wdi^$hhKMqKy|nK1W(JfD#9LZ-O%?Q@;Ng_bDj!>#qLaG%=IYDNuJ*slLaRBO($&Be*I*ys(d3nCH4fu|&m zL*$!I|N8m!6)$qK-`t!gEp0Bjbc#0~n^bHw=)JpUyX$psXbyWz&xK#?q6FNOj(>Ag z(eo|_RdcS(Uyt~y#_#+0XPB6nAwpUoKG12k23Oc@>K6~!I6J3HC1=Q_n;)zVlREDo zZOS zA0I7WS5yi4!Cdu{f`XtQ>+9>Ps;XKvRSt(a3V8{EEj4DdZ)@*!Ii1-`RsZ!wuZ)R_ ziSH9|DkMwEW+`m14HqaWWk^@Qe*K!=IwuJc#cY%zJlogTm#5JrbegZ#R$g9yu-u!< z=Yftcn=B1bmlvm- zzP`Tn4;9(;^z?2r7Up9K9K)e%SFbX-EQYkSw1L4Ym&1XsiDEbTQ5E^t7TFm+jWi+S=C}EzJRh_tB#W0s{kQW@hs7 zI1xub1aFO(AQmym)&IQD7PH;)j+TOgf~KaXxw(1q{a9{C90G!z2siT2=;-J~GItb? z>A1MKh=}SZCwZPdd&bVLRN$zj6v^o8?k*rABIDaU@8aU(zkD;gRanwpww z3!}ZDzp7h4h~L+ouHIdAg54-q`rQJ zIbRA%Z-B7zSm|?BJ?zz%AW|XWGWj06;+yZ|c${hQTd7<1(won{o1X>f#)jzpE;Z8# z5n|GA508E!Nx2kkf}ztDTa=ea?n|!z4dGS5H39BjM!G&)A}%OMKIgv^z;1K3`LB5W zcdib$yLQba2%gjzpM%+W%=Y5!I1)b3HJYy_OiG#x54p_6XKuceE}e?{l=}?MNCMBa zSP)U0V4mODnE3ws3yo@d^P(HtQ>V-GL!o3j4UO4iqfz|@uQ$BB$=eQ_RV5CG8;f0W zmwUb9`z!s@t>y5gVl=FmQ{ck($U*#;mU}gq=bJgI6_F7UkKB50~zSxcP5e!_!WpaG&Rly~mU4+$#INnyCanRXDD95OBIEIqu`!inNqgxlH&LvzFY@v6 z!3$F+dWee0`UA>9N=izrLaJCyEB#%McVh57FfQ2{#UgI!o|l)WDAsbK_dDTRbPO1n z=82-<@xom#S=i;D-7a%2jXtMQXzJ@}p_Dr$p~@adBZ+AT{JD6|G#H zpGrzfhS92DIpBP-cVJnyOM9mIe5*Mmhn?c$;?WWlG$@P*YY}G^w%Z?F$R6l(9fF3KN|2u&n0|VpqV7(3DQBhGr9|oDH%?+GCmeWpZ;dF1g7Yc*p>3Ru$ z7%q!(+Grc0wS`4Nad9l0MGB*T?Ck99ymbtl#aqEH>y0rsi`RaIg@xig=Q5y5S&`o> z3Jwm2P-`A8vse`BQtX6eC-9R#QKQLs*}O^MctO?F^v6zSD6w!T7CVMxGezLdGI$S` z-O}2!jCud~b1?0n!EJjwR^?D)zrWJzs+L^%IV?;bN?m(L2O0rq_~AvbRcM%GaByy# zLf*&F86;A%XbI+A0v;z7M~RpnCT8XdD9xc0P!$sm(Jq>JE&{^R9$#EsfKx{{g{Vkx zPE@H^+6Ek#j#)o?^hk>x(s+rnkMM3Z%a#GcvYE|}H!|3EbXn3st$?klH zhHFr*7`^mV$}L-d{dyDY6zWsW&CP9&>*MV`=cHXWSNjDS1G_VhCzq{5-RYP=!Q9le zo9>%%D~n%GPY;P`BoRvzToX3k6_wQHk3ar^Dz}^Ke4eRVVZB5BqogFv4bHW`G~xTZ zvQ~yvR#pmyQt25QR+`N=Zf%(+XRHsZJ7>4WO=CV3Y8`BE7qL*D^}?hbDbyp>f$W#f zohEk7Y%-z35FZ>F$*$dwr8T-WUSV^WOj})DJ^31cXm;O9ut@~H7WkZvYPnP@!k{nh zAs$|ISelfSR3wuDiE6e&-izIBr~;wX%Gy!4!W?LtIIP#w%C0LQz$G%g58a80h?dZ= zkxz2M--ni!l_3(rLhqLp%tg;DaQQRkvI)5CWxf*z{*$GX!9M`-q{&b?IGnm5Aydfe z@bdEB$Csxei%5`47P@)smNr{RcsQ%=)_XP%^ErWiwU1V36k~SQ2ePAlzXkV`PySAPw@CK`ypG%PglztE!P@m$2xh65Y!*JZ z<11B-0rw3buxU0wV54+g!9pTeuWFf%;&HB)swxW)wFKk=-aZZ(f#+xnDH%~16x16+ zDUV{z_cxlDGJ1l6k+QZfQ(SCsXNS$6FeWKg{e(iM8-c3?wQmQ#FrL>f!ySBXBN3>^>~78Wd_S~gRz1FSVu?=jot_muAA*MNY4duEU-+kHZmsv$)I z-W|wu2F#Qq64Bm3Y5Dwcx;=s+ip3;UPb`LAHsNF;$|Sg?%?FB|@UP>ZWa0h{*&u29 zoBOrBsp0@thet;zEA1FYpF_Y9huy^&FmClKd#kk}IunykMj2j}I5_CNv|5p=N<3jm+{=NFLwOCR_8RUHIljWm%F3IQ zHR??euO=ZBvX;3k575zHuw=u+*!YtpcAn5bWa}@tGT29vEWT*P@6`K_#(ne(XK!^- zyy+(_;&p6rd2vgYVgb15J$%WFQnOjtEd2=i*M`ON|3ZPxxw*OLyslWdxRg=+RaI5H z$)oP>?lu#4q^U_CwV{T!w+Tn?i5=4@7gLR*nv9nxuj$4x==e@ZwwQwPi+}v^cbek{ z=xjMz?Fdob!~j68HM^61UO7XCyaO|No=@;t=;v@XsaP+h0Vv26Va=}~|4#ynG^sha z23vWoEd5S|THHoHPkCQR)4$PKyAmtMZg-*Q2sV?=XMZ_0P6$a}ULJqfKMAq_{jqjl zVWCQeb#}Z)i;mC-e}rAY$KroCq#rUepx^AQEZ`(bQt4OKc0T6gRe?D^n)QR~Feyn1 z<)n+}l9N{X(Z1O61wfTyYun`>Vr6AzLc+xT)xlN#{s;ygpo+#BK)*TQXu^zzc&qxS;h$M|-A$+Uxh*K#E#b3UHiLNwa@A>dAl00J#lgTWI_rvNw6wI?Z36>x zO&o%)Eb=sJl?v%n#1R+u9*^$h3tt4$2JF0P0h?lUKS)CSNwR;Al0JVP4^UA^YJRvt z$6T{5lzL!b0B#59jUJd#568SR+$1e6jVi3Zp#cDkU}v%6uvFW`EGDg*?yyWmXy^c- z)MZUT?vWgN#OScO)J2H9H1ieCmri*|*$@&E|& z@$fb#YjU+pfuBMB6FjwA9ayFhONiSEc@nZ7^ZQL3%~GX5tzm`rda!!8ZcZLcpklL% zxs^xON@d?zrw5`9>Tf#Rx7ESiw#0xtVv&r34rpC*JcA~>gihhy9}f9}P#FX0?E zIYP<#`T6WlXQk#uOicS;wAKD!4h{}r8H|Ru?6At%$9rr=x1b@08xKm}ddQ}Mu)r<6HLqBQV zXJut2lbjFU2`TG}W|PJV1{88}zEQCWb+GVW>O|TVIA}j)BmEY=b3W_G1Bv1N`zc)9 zHWf}TF2EdPKsX_GmNVX&j2w->`6 z0SaDGT3QK=Ou5+bw;8L}hU4i$mF2Qjb;onUkd=i6k~TeH2;j1C)($!#a;8H7n=|NQCW2k@WF%scUQ2tP!P^8IZNG873 z;wHex2B@yVHc{<(Iy9t!#21VpjKwC_2t(6;ONEFIHyQy z&z;T~4zRjV!G}86`N#cGXj((5DUFnh^oyWMz{(*Th;jo0dxr`k8WA4;*r}C;jm-|+ zt7oFIQM>l@O?rDU73dehn}C{=KOY_$(HA_vh>#5YH8P?!OhNU#+N>VPF$F_^vf1+_ z1mGOAsh=*e;I@KrD0}TnZ-d1ESjeUFfNeJ*U!&+)^vv}L$#vVT+okz zYsW0tL`EjKprD|~0?beiyJ9q2EE>nHYPXx1MW>joRNPBhQ;6Q!*eIW?*0H`+o`jgc zAj{==3=b(TAke%{_Ltv&Bc!L#7Yrh4%`9TveFIdjxUf(LFV8u4qP6mN~o8>$;3%dZMBTy)BJlGSyf9>Z!m2y#Bi6O%_0 z7wzE{JEsq28*gnQ?5Yw+fPhz6E+?F+J!3e2+ZDm^&cV}a`qwuhjpIv-Q6=J$<-i>u zPfsbQnz& z^#0Os!u7oIG7FvMp5&fVfVU8hsz2V>0vU%Iu2zj$-q_e!SU3PjZ(j#&P@~y`&UVol z+n=LWRc<={W?9r>C<0*S8YKU*QnPV@CSzs0km_w9;mw)&J>{V(X&W4rZxic;SZo=` z1w`dr*Fq?fpCz3l@_RxmW+!AnU1PCK^!V+&cb8|oUBdYVw%aq{hVzAO^05^NMa_*M zQt^T9WdV7}7?Pgv84ZUdg!Puj0>4*4xomwD!!>kA7htz#d7QO_F>fUUq@tBnRb%Cl%=q8ETb&RDRjSDsKV)nTG!k?Dh532e1U`>wiYJJRZa&mHzBZHJPPH`taeL;(&4AIYLayVFHIr!eLisAg6 z?=KU68hbGxMG0cUIOL-^?5LM4Mk6xS2)iThK*N*uRiaCQjcTW_-OC)fC!pnd>8+Xl4_^HBd9i^)V5kVIe$ zm#!g(NPqmXGLUUxV&V);o44t&DE_qe?dw-YqY?OVSqh%Zvx0aH@)d|{p5wWo4B1R2 z1%;vEVJ5wv`i>52+Vqjq(o$H#V79UiP=;eHo!@gHe+IDxl zV11%Lgp`EK{@|}w&5;ok&jWUY+~s_-mkxI!FrKIc6{ZEWU@c{z*J#h5KfeN_J+coE z2ZH~wH6TfFtJxj?;&*_a4k4lNBHym_^6(h0v@2M6@eux` z2K29Zq^qB-fY+8YwQ6}Ev|mELfbg->11gP>t*tErfq4Bc%1;gOgGeU4%iEOZ7akrC zNe{9UDFp>Z%}FIdm+WjKF)vLhuE$J&Fa8s!Qn_V%K!7C3T-sf+=XGd2?X7c7Pn|14 z62)}@ihTaa!R1@HFnc2bb=XEMIvU_)>N+aCfN*DHZ~t@ zhQ_Wg+D)!^@7}esN9@bzzXxzF_>YKACKXDfnjw`AV0&-l0~C{1?rGrs^Xe)$H^2kg zjFe?XqFH~##Xr~7)Nt~3C=QK|I@sDi?*0yp@*mWF?J>DfYl&WO%8Ba5)-*3NvfE5J zA(!QnfBhKb9&zz52owAB{#Y&t5NSUwVOi}@)qVl{wpq4@P_n?*0;y=T2oPlB;0U9T zT>HZt9U;C8sb~AVrtQ*CsCk0BRy80xjix?HbfJQBd7l6i)l9J-G zhjN-(SOj^nva#rSU@uL(A>w?9dfOq_dTV{-_uV7)%_1U{c67(}!H-P|1P?P);zA1yWlbCECo{x1vr z5Rgw^<#Rv;Z@!^Gdo1{AVq&6~Mr(=l(a)evz$OaR6El#DJ=4;(zSISPB9f6d;RJgtdbn$|i*; zT@4)|IZsJ@cY zxf+#Z1c*woX6d|-{7^>rYs15_i03)Y zW~1=qy$d`uA5?-mu(~F9NNnsxraUcMKQNU4wuq(J9Z^xy^PM)@kjLs!qkmoQLc8rM zc(y?SX!V2EWkUkdXAIyiVavdOZrr>H#ehYjP&eSKzP>&*Dup@~Z`4eaMn2V`p?4 zjk>X1P-};wV-reM2GIAvJ?7lXzR|F!udgw@pXcB>3XUGfX&1Oo9^o#sIBqjp1(5vt zyJWZPNVfzEsg(-dL3T3N2e=IM9e7o>-LCfQd!qm5SN)yX9nfhFLF~7rH=E&Grw$4X ztgNc?!{;aeS0Ns34bTp*9=>&Bw?7vEw?cK*ptt`aETED*Dv9`7bhN4np97Dr(Rp$%_bD-~R z-2MFuLht!X1OX^dPfxEO16Or+zJxG=D&1BC|Jm$G_QIo8F3!r$H4zIl87s|$R16Jc z03aetN+Y;#!s6mjfoDRuNWU*F4{{VDx;YM;Jg`qJ2f|eH=G|Y##wb8T>StQyt;X- zlMp~1lY;I%BGJ_YDZT(?OUg|f3v26vXA%QmRy*hs;37Yge5;jPsr$a*_B zk}W{@0(^>!^%6A5TRVx#$;q7R)R?|cdAMn5$9swAaR~@Erl!8fRuFh-{q>~R%G(@T zStuwn07ybxA{yEpq1spdO#tzMq0t}`(s1$E?+Mt^MW@N<#_oN$@gE+^(|89A=!y>N zi34zD%eUE7TgQaPQWpU9^a%gR$dg7FAUi;c;_rRX(t3i06)w(jbO~9XO8oV3c~%;< zkAUSBnY;l(ptz_gq!C2Qd-v~mtbYfL4bB<7m~;E~?SIMeHOsKWU=tu^*~%qnXJ>ET zyeTa4_Vfgifg2=qU<|%7kRqWUR*wDwbga7xBtM}u0Nseot8fIQ0_m;Nbow)%-K;F2 zHu}2}UKhnVyBk#@t*#QV?#bT&NqL9BVW!AS}E( zQk2OTK0mJ65D*m=C8F8v|GXh5b{zo89C>q~?uk4wln`tH%$q)3S*jIsN={IK1O)}Z zJ$U)o^|wljpjLZ6p$w&z@7&034JL;Ay1L01O8J~VCp+kYw~zPq>;S9$_UPYxJbC!g3`i?jPVIz} zZDw=x^6c0GsWH^w|E1~FE6C4RZMB!)h;2}%nHFbAn4p*s%@C#6iF9%Pwcb#+DR zGzFn$AcQD|l{fuuoC!IQsN~aSU}q?;LmuRB!Jhy4u{2(BIQb*XrF|T{N;LRiK`FqL0gGB!$3y$IK;xxLnwD+3{ zpFbzu_Pj~{hv&07$Ih4_2V-M52U=YOxAWZ8#@fbO=bGU{g@uj>NbmpiCGZ6tw^*;Y zv8gGwzoy7=80H@?0k$Q_yrysjhlDYStK_Ug{JIEgwjgu~XGowjL;mEWmKvM;g2v5i zzn3;c0v!w}I?Wv&Oh?BLV8j1>o!d|={P-#G3ozy0WL9=I%nWHg($UsdE4N(E*T}-n%NP7;O zEv!)nI_4NOD&Y|k>0vQCnwo|amDsXxasmqt22q<%pr!nnr3}gzv>#GRTVQ0tP4r6M zDs6!db5>T?kAb!}N|*qmWh4FP;p_+9{Y_vlsZg*I$|tlwrEfyHRG|6n1KJ~_W$ZqP zE`0S^&_5v+34aOwIOt%V^};C1ayyalY-;RRi~|cmR;H88Ub5P;cKZbv(6( z>I8KS0PfoQdY&nCLR~rbphM(|vt!ho;*;T@>mMFY_Ujk0aX=Zrd1?Oj%?VHxSgR0* z*NTd&VE)Vn)yUnSw!W$9^yuiBB6PT59wNzt`M+-T-2Tq-Eo9`V@NflXWzb_K)v+1U zpqKKH@aI$8PYiLl=E{G+BivW@+<+2{!1u_p3m#nmOFI3QA{f$DaojE~31r`>& z(5a)yxf*pVDzXAb3dPsZJrS32?zDu6%0ye+Raye4o8;fS@w2-k0Am7Rdb0Kbqz)hr zCmm7o;~+TzPHL_MYUTcru=;o*3X~UYT-;eSq>iuOZD9BdCf-=Tfl^JLqnh{e8^khn zk-_5k%q)4`5S!x_iyIrhdmv4c8x#DOTTsL80G-Q27y`a2(CJ!X(I6&dW-bQp<1Kxo zH@5Uh1O<*J)^Lt&<^WVit+1x1Cg`5k_OxP;tva(oP}gBcSL2>@DF^9MCS4Jt1$ zf3XO1E95T`F)=X_k+BM!Tt7cF3>YQhU}LMQdOiu7@C!#sAw9jlUP1i-+%Un$o96i> zlw26N`(0nJ3C$M!uJHJVrY07HfqRQUsd8bY0IF&4Q=hk$^f z84yqr%yETM}z{|Pu zrW%H|?)MC4%5MUjYG@_=C%ArBBo95Gba%gf_wHRoTnzX=k~elANYO6Qpb&Br67rg5 zhl@<{yv%1LBfCx7141TJL(Y|*42NDOnZSq-L`U9^z`se?m|U&7{`Sjq`Q_DN$5STD*?lXoR8GuCPA-O`G2tX-tk=T|Nn4HnUy`Vi|oBh zMOOBnAwp%36pDzl$xLNsMmAX~ql~PqQj{nm31wtOuKW9(-}zj(>-y{ZjbftZxSHKR+GocK&>(DnS-VFCFvW4_5k_G#*RBt{&h?Q z*-`GKo>Sfb&+E}jwhn%D%+v<2;Dg&$0>h$l4-CQCl}Lw~G`Rr(h4EGZEPlUdjN&fm zp96;c_%W}xAC{KO39KzR%uk=5H$wYuiK>l&j`%$g6=3YSl(xAji%$TOV^ii$Q&%|C z-`|g^qC(?WFVLiMfnQdV_k{351q7V&H)1b^VvT3UgMwudH=_`>t-gM%HIhCuS^9tH z(A!`^0jFxE)mYN;ZLRmu^rRGmJP*u=3Kf3g_ZJhuUJ))=J!(h@#i58q#ovpIi@SF3 zF297jh4Jw(9xKLOP-|=WE2now;ggt8P6hmZUho=opMZ7_X7Ud$S)j8%)VRegNjrOs2V=P$JaT{ z1~pYd+X$TwfL2h4TAG?lpKGvHCM6|}o8lo1H3l>$yKHT4DygUHVb*T5&3*I;w=PTz zQsLjSe-;2BxwyEr_7roqjGa4ouJ-0kO`6z+h-Fe#;EMcEDf@N;V2xiBe`?SO{Elt^ z-NCR?GtP;R;9lpXNiaMCp9K04DX}OeCl>$=7i8$QCGa&$DeHS? zy@HL+IKU%-dg;l@1zW~EIc`~Ka;&iFd69_Rh8 ztM(OX+cxslc8qWuvWJziv{hje>@+%H$e`y5EWNl^4eti*aMiAIf*!+=8;Av$9)STF}$3 zU%%cE-E0hnqTZg%gS%-T<+eacKqGzn1$L<#-J8p3FA-s3x+6Im8J}@(F!id0fBg6{ z`y$id?*IL3|2mPP=o&VE(C_{Th7?dW9tu!O%ZTAVOO$?K6J2-tz41N=dNf2I7jO_z z)3a(3dZpk#xm5O}KwCIy-v8gv8+C*#APq$W_%xnK-G?WaVv39BFjHAY4abbJ04IlH zaUQ^--chyxO(R(~3P7r%B-W6nzy1pYAo$9HZ6&5O84nwD$MyB~+%(GnF75x1|3AyS z>tCpC5yu@!?m!Qj13#*vGN-KUv&yB#sZMMaGu*+!!FUd`{+nxfL<=<|A0T8s<@1Yu zattz)<;1b=27nX;Jujb;{XQlsNlVK>aVmLhpl3hr8!W=g{L47F_{slXh5Dyd)YRy} zrYP2!bMASaQ#HqF{JpZ``mSggT(^d-Fc%*hIc_(+20iWVx(}&3+;7}rJy|fBjxh%) z?0dXuJR}S$xMXooJew9%$D!scPmq1=oNdC|_|Gl1{r z`ZAkA2)w;rfWrt4bk6p~kE0gm7GLzc<*{5q4yNbe@rOqCC}6+)P)!3a{hd;?EwV*- z+_4{6dH*3P&Et2x z@n-_s0nsWZB%nu}M}elj1s@p?AP{IJh@;=L!_-G38v!F#jz|HKLG`cQg-XFhjmFP% zuM1@r`>Z;-uU&IuqPMzTtFxCA4os{DO$+u`j49h$i zn}bPd4VAyaHiUueIyB~Uw=~>p^YeLdEDhhH+`qmrs(7PF7GlR1XKd%&v%})Qef_aD z0bht4>g;p`X^D;gI({vjCTv`n&f|kJif5Ow0|{F-Ftf1S_}WG>B8=Vbr7=N0-_WDy zEra*h4n>O738$TRa|o?`+Za3|j=PiiB~^QS0&rbUz$w~VAOk$3jxpZI?H^6Bj_tV&&nO{UrW*D~jO`>;qt z;%DOqecrin%K=nEfMTB=7B|L0q{v?duN$#WMJFn`rn8;q4K1fZSEqVjfU;ZF$B21T->oMG< zrLj;Eq$jR}Xyy2wORo?ZR?1G_Y=wr#%|#6$%+AivcwsrB3m8iDg561>kVh38#d;2i z1iQ(RwqZx+#QU+a>_QdggRftL za#5}=Md7clu6>D$x%%r@Q#>{;#}VYBIJLHWT3nh7Jy)3J+fIL}5=3ZIQ`6_q)-F>! zKyHTD)JPY+f=HMA_@(wklXyP3M72HOAYj`%hCvHie;X~8T!sB4RMqLuoq_nQM0U0vr0*T?zRS4vrUZ-caYgDK?iDyHF^12>uBp;TCn858*ltMM_kG4inW2^gZLqaEc4izHiY35=jSrlHf-bW|Qf#gW;y@Shn+0m5`VVEj zdxnP@yS}|n$@}_OLuMkf`fYFTfivX9#5{q`{~o-!20R7eUM9)b-S^f2?F zIz0hbq#97} zHQYGt!6Z20xbW-W$=r`;t3=1E+`ym?Cqj;f)wyWQrI31E!$^x~NgWy+;)fEJ+u_dT z5sbRX22n_sGTDUVM0*?$rJkcH7yb3ljt!#c%iD{!pV9h2FA4|>Ry`0jo`Hm-f@Lc}I@9?Oo7M5~Mw35<9ot8AD^R5frHc&xkou`~E@iF1N0meC& zU=uuh@f=;xr@_H0?6f%BHZzvd999#>xVTW&7c_i&G>xf1W{=k>-f@lV^-#QR90@4q z;b3{hkn;8V_}-uIOUH1;DCifJpM>w*`GHPCz>!bRIGmK*Wm`|&Xi!CfK6>w2)wkwO zPEHoLF|Dbwv1L43wDq*8i;X=v@)O59;KwPQ@DiXfHD}T&dJ{BgWdm?SHyM;f!r{W>85_fAnp#qdzSyj>w-KsRw+b(OqMPfu2 zjDmFf#BkLy$rDU{@4$PJ#Qa8Yb9zGZ&&}#T#DD74C;*|ZE+;ssB2G@DTcHF(=u_i! zdiSyEXK0Gq;M=i~;Ymz~+kQJFC-Tap?fi2S}S*wmm)+=cLuB^R+ zv+csyt9Ut>yxPJuqzjg((Qs!zRPj@Fr^%WKK!zGvS}L66{IOb4R@N6-EBI`99ck3WMZR^Pn^t|%zH1oTsA z_*nmuCL_)pydiXgXH#W7cHQu6jr|Esn_ImY$G=vfoob*f=>x`lJ8yr;2!u(Dfmqtjw^aSe$J=X z0<2Y7$rK**R_|6gdzMK^%quLfY?&v&Da+`Er7j3&QSUk2*hw!UGM z7N*LMGZcR&!+NRKASY(;W-rN%94npax$dri_f*3VeH1jGq-AAgpN<8df;s}bsp;?G zOAo(`@u8-H_gG1|6cYny z6n9DZfXn~@Q>74ajw1kwfb2>-4;{307I+~i>F=rDh+ZWMYm%sKUf72A12N@$to21e zQ3oFz?0cq6&+siwU$KTIv?&~V7fP~8g$Dc_rT&bYe8xrg7cX+}`dyK`0>+?gUJgbE z{BTGAa?rOIi&{el4!#DV(E0#)*#==+VAZ7?3g=OG_w+RIQw-!QhrD@Ve#iIzXFsu( z;vKYTmf_}_NLmX>Ng4Z934#au^TXKGG|W*7^cNtAeD#Fn|LzD(OC*MjLPU};1 zXY`zLS7kM|u20|DOl1IBK2=0fd9AvrCF;=#(1u&JegBdHmwWGGrD#84(O&z8855m4Eio}?K>#QlbQ=Q2 zCXi|u;!5y5!}}P2SE!#$I&-u3<;|lnp%$Q#wt%gYPh?(c)1>lhzFxuEr%_Sla&mHp zs+A|Q(!aVYXiOeCeCpIW4@E=Ug(%E>DnQQq$_R4P*-Rjb_U>06@9?Q}Fq_Bl)_SUQ zEWT}DjQHV>+0_ccFDN1&bhX(=S{XT8e{-|_0CETaVJSYDOs1ow~0m_qG#`e63+fE&yh8&L>4~7@v(p>je83_W7eDklSJlP<1WKv zaiVN&Y`M)h`l}gAea2$%ago-2T?_FaI}i4t%xS2Mqt14^GxM5V)y3OC-V+=N~<7yLh8h6q%VnP~c`0 z0gEVoTSkq>LPyEA<#F{Y!r~-EMfGlz0w&BU?2A@@rQ6L*IITZq@?1expqrIA?RyGq zzl>0}gw0Lut(U=MS7SCV+Sz?hKBQ)oQ(K)y7K2Y6+9+eS78Df3&=Fa9)OT>(gBbT*C=}2)}9~lW_-y1{y8=yp*q01nkX6;V zJr+WV4p0DLAN815i7y@KdS^HE)HAQX{$#-`xD9d`Ra~(`9#s)O+^imOl$Dt|ilwf$ z7UD(Snl9c0tCsTe@+>5J!&nJgGp;wWF@2LA6q|_T=XT`gBN3u6IH}EClU`a{8aKfb zXd^(zWeOPs`ZQk4Ir3=5t95Yj0gsFw?e8aGq!r&iJhHN~+-tCX>-zn2LVG#-H}LYS zG_HI63tWHJ47t4Xr$%<24e^WAsKAR}o?R6WCsSL!p*6#+;}b`>P}P#%K_#pv#yu5xoj-^vsA@@S(F z|G2Z{#2nCNR)`6q2~}wpyE3gi+`;VibMzCSBWB81gIvp@+1Z+sNwPxEMtsX{n$mcL zxLvO;=oyYYAMeaQ{cfr_f@vUDIQ@gYsr$EaMnUeYFS2)fm-~xk_TH|(D9{Eg} z&%5l-j`~l{T7vV5K;S#24B+(`-;N~M?G_Y6|LrDj0^gnMrq4v4a{*|HfggVNJBNdA zgRO&9AI|@+m5*+h3-PeH9*s*#OW&hdSI4#wEZ$yxg%^MXIinG?epp&qppM+;uUl6# zB_<-HI)3YHCoM0>T_V(JYxe7r)8Y}Vx#Ky(L*WbuLK5^J8c9N}c@kBG-y%C3}JOeW>J3BGlf?vPy3@FmIe6goyC*au{H@{8)Qt zJGMO$eOVC-h%hJ_|H!!TWS0fS(^Zx=E0$TtKlehyax0!Z0mK-#$8rC^T8ZT;#n61` z;R;Cb2)l!hmS64-2rlXZDv3|F5RuU_s5NYsTv_{3Gv;5&J@E%eJnjL8RHqZhy1EDT zulxA4Z)Kd~;5eFQBO`h~r^$Nf{Goj4slSmhfVi6ek490> zPCtQep*M>U?6VlMxpesG(KDO1z5u!-ocdqWzp;m`6}QVobZ6Zlz(=eV0Bv;x*bPNQ z!%7Gye$iBjIWolW48*1JD>5z4!PzrDs%zdt7KEavw(5oHeRkiVxoFvXjol(Cji{7f zY6V{XE7^4cq3CItAWP@esjZ?2z#o zd~0nfAQnk+@kWO`%*TS_@mHWCnge$4-tF-<;|jb{obyiDMX;TBx&+T0eRTI66ueh5 zITRX(%q=WZZGwPkS-XImx?8ekJ|L8t*>`G!e_o)HgXxmltCKWV*|KJRK zqHvqt7dgLc;}o{CabF|Y`rdZE>g-pe|MCI|8J|`eBtM5cn%-iF$Ip|~Cjb4Gdp4xu zJXR7YnSy_3!(N<6dHmQoea)b2n^ywE) zjBA&`w_sn1GVIkXq?ny~qa!zXa?}av2qq$&9<+Ay2gXc0c3z1cyzSS2t){&EwA|Uv zBGZ$Jcf!NfS|ezMEo#{8y9=!=Hpo%oB5oXxZeCUreptL;PY zM(eJ20Xri>*b7e$|MDuNQBjo)g+*kkpRl)jBx3rdbr2|*;us@@kEn|In>uup9_8Un zfg~x(R^20kN$t@>Vp^XfAE7F9eF6!SoCf$i{6*7E=Fa+z^~UW#awFcg(%`=A?j0W9 z$L4qQkj09IBiF%2PmM2w33U-6{%2!mz0^cy^qy@&f3aFMlbL z`@6Q=gtbapO5QOnw)Ek{hXWhch~+pz+&59MamQRwu>m?h(fFt@ugnT{u7NibZDXLI z|Bwn;;>W7&eJ+w#X*9`&gAXy%VhU(^Mmr)~tCiSeoqZBz=bnbc*8m{Z3)Yau6^&e8 zaH4r?lI3H1NNvhUm(~O#)%^Sp`1|w{%0Ui?Wt`lfvv#G;Qox^`UHZH>PVZV8<;pge zzHBD@O;_%Jfdun?TS}tK`w3L?K9`6}^My!lBT7}u7I8^Qqw6iVZ|{M!{0M=Rt~!>= zaC8M8_RhZ|xOr2kOHd5NYw=R77m#vm+}bf<6&LxX6O1XUr30`mS;n1oOu$aAh@0#}1gnH&+_pMpfw9DK*=qfzZS*kYJsH$Y<3-5o7-#OJ zbjz?C;|+Uod?I8|7o;on#;u^#sk=scOWQ%9{|*ZS^ANG*$!tlN9QY+SETAxol3B)Y+8U3zBXy-bWDaQ3T4$nmM@PSg zIjO3nfX~d#?D5&I_I848k2sE`{np0AL8q@6jch^&@h{-jD)ZmEF3B+l+QZt@Vg-%J z!Bd7(F&}+)&2(sNyIZvnez&I`@+iQqkLiOU;mu+v_^#WIew&!Mg48Beu_z0N#|Vte zt{(dEp>yl=s+(GojuJ^?&(}=h5VCddqemlqS$WfwX$m5IA~_D-?&$43W6%fDjRoDp zHCfTFl0>K;f!inrVM#6QIJP3(Q1KSQ0J-Hd3(syMyUpSI*9MjInGLT&)nHd?+?4bE zwv(>)_tq9IkzV<$c{}n_xJ7) z)BOe+a~)!{PI)&?ky!kfl|Mfl6)ow92F*m)BUCP26K0W{h>7?ve3reDdko1p*@V~p zR`W3-k8GNmNlyta61wuct<1U)QACy<(zpD9XtolIuLqs-ym>J;fwACjRH3PWo#NyK z{fmF56TNJnDYDiX)Qxm5j+f=+^+bwB@@A2L{^Pe7P{MvjvD+)MLyV7?)EbV%gPCyc)u&JR z`X&}@uFiTtjEou~X06NTvT|~Apbg8|1UK=Wn9Bm_ZM=ori;2SSfHgd^#9Nxg5gOc9 zkYPYV5`s;D@AO+HV4#@XQl`4o|vf{{>H0A3v; z@n5Mr?Oz~HVR2z$#VzWFf)H|v3r7Zcp4~qKfy6L&@YB4B2Q(gZ z&~K^Ir^|Y42TvS3c8td3B{DIVBYhzQN+l2(){S^dl}Z#M5j3AdB==Au)=VRZ^-1!_ z00K{O?O^ytju*&BQMO`+xY=MqfSX8JfYO2=RPuDIMLJBjY^A1ffLZM=f z-%q4v6m^)qU3+-mF}Q9Muf1pCxETM4g4`PGtLd3{>_9X>!ZCJ621Ox$1dk^uMB}}1>iq3 zJsmdn8a_vCL0svr9UYIGjEK3diqf-~B#+@MgCiE4NgLGf31Hvy5}Htd3K&j^1i>v< zMlkU`RX0?kdmWe3C0K(cR_(MW@9r43b;}_O$tDuc}@6c}tfpiB;^FqfM0ZvrL`A?;9tY z_ZPAwAP~irp#+am?*vry1gKk2wJ1q=Pl6j%+)AD@SwHQ!Xt!j>kzAK3^t!oucR~%! zvH(4Gw-n|uPEa{qmmKU8>Ve&s>gzYqIO{if^z6UH^7NkX{I5nVE#P)QhkD4_rHoBS zTiah)a@KnFcG_2nKo_5HVv`;UFXVw7W2bY=m8(~2UE(pOEzdm_ODHYVnEUjsCbjDH z@R@f*a{5%#IP79OB2EQc6SC)wB?#Q(%FLh!=T^1l(5<6Kj(j#@X2!wxQruKlR*pLo zRA19~>wth+#UAgrDNE5*;p-7m);IvQx2eVnkp*e`?_8(tNq30B76D|+W=&a1iHD9_ zvjJpVM0FgTT(O?nMT~Msj@;g?dfUB&rwed9Z(n7|PAMbZ9BwPIoZWifPKJ;Su$!gq zy&igM-3qdFn{{Xkb(i?W*R!Y{j?2o(Nu%he1@K$17C3MJq$}Z3la}KSzRF zf2%oxnwWR9vEgKDp2(gA-Emx>hWeu*C=LRw5r ze_kMoBSO#i!i8Lcct3xwhGkI&gu+f#$n%ZQ&zBT+L*+RAiLEta{XXSrEGm&{`3>;r zhA;)BeuAPiu<)Q}gK33w^XG(MX4>$J=FO8B`FX4z9Kt<#^cWpdYax65>myH}FBC3k z$@A0>O1Qyop509P!$(O>Z`v2Hul-5;?^3HULPi^>+H6g_;Olw$GSB;K;Cu|7lX$zX zq0OF&VJ&`n{U96LSdJR?Nb&jRkcvlnpsaO^lo9VT%XWb6RFRL1vGF^slQ+fCM`*Hm zZNwuj8CFs{EuKIV2p;J7@-nJa$d*3=7+`!cp+To$=47s~PjxJL7la_gg>cQ5ts+#6 z@V8COQlW*koMvNtnB^{+I0>i)CF_i>RMG(GM}_qXi#ugyBI>rcZ&VhQlN~z$;)4ZL zME!}!?VCW1X554s%H0KdNYGq9ez^@(PGEe)U12NMyAiG*iO@hydIYY)Leu%~cATaj zOBk?z_46_F2vKbuq2Sm?*+Sx=k}~{=l)*g*6%^@@6G^SxoQ0(106pOqm^}ao+5h7J zE=21}%k!o^MzpnT&lHxHwdCLF z`*W^N|BWvXWcx2l88o^fCzxcuz74I#CP!vrp=`ikzx-3f2D$?1hsryL&7z*2PkZ?~ zGi~CEupuWm@iFm$vp=u@pEeV6eot8kR~M_4Ooc3TT1p?%p&~s!Ouqnry0Y=Gi6ZUT zrp>)Gf0fq)pq9bu^|*3HLQ1NQwGpS)u98x6JqWWVUV8coZODyOVpu8SV6?_bygSzl zi94@7$FQRk5emgb?GPaL#1Wh8t3dAu9U=R}^ZoV@?^8}pm?3fPgcdcC;*A7h)){bJ_hld_i^Raf z`d}&%e%``D{{7>pU`c*vK~7437sAi1A^e^bXIV`$U);KN>%sxnW0!9S-OF+jE$eTD zDCB+_0EtX#;kQhko>lUy_kq(j1GPV8d`2^IUzK3-?AN)5C{`hi{wo* zx!^6IXH8_%|0zOJ-`y>InMFc~QOu5*f+3&G%qT|Iw&PKJ>=(ewkoU?+kh}}S{=;9e zfT_|Tk)+$BXo_dAWCgUcM z&0J=rrdFgA2dK4|wtW9(PtWoMs^^a35Z>7KveM8fnSHp+=%V`@3}5-Bd-c`8MUaim zw@Y2XygJIS4Ps&?GGgvA__MA5#ArR7-9q&RD=m=xNKjI8u)jZ!T~_E|O;t}vlv=Brgg}Kn&c9=sGM!S~9z-Pe1Q;bEVqyq_#SyuyGl>>oQd5}$ zt<78^cUXMYeB$LKD49pI8hn}!06bux&Q@jGg_?$^Zc;fXA9w{dv|DKx<||6fGdZeS z4fbjkNvq%Ae4|c#i>gR_E|@suwX$3ty>i&3IS=>P)aw*m`{0lef(>S-L){4I6G7Tm zFoL0}kYNd_STPam5>Ptm7p51oakt3($qI&HYMl@By=1>0U@8eKGN4e*W*dnGqTI&~dnt$^_g8K!ZV5 z+|d&!MzClQavfy7a$XVghVtvj4PK3n1%RsZQMtmrcQ@A)#5?{)?SdX5V?5hrwgDi7 z^`%Rp=MF(w$riA=0N427)i{kWV3_X`Ezvyp6SXP7hVKO=Kp<9E1PvL$szj|bx$Tgp z>F$sYJpqB^8k^jojg6`A7o}jp#ECSM;4BG|FF*mcKDP;0ydadhBPPCNTlA0I^n3Kz zYd$_<7n2pu&#OZ7$#&QaVITMVp&T&$@-2Ky`D?~2Fyj5XeN+-B`#1_0JLads;H2m~!B`~On9<72%zR{k zowg#7^3*ZxTG2v(KzsGSyf1J+q(HH>i}K(>`I9Br_BKN^vHTm`@plu*o}iI1Q)7f= z968r_%?=Y30zz~wOET%-&fcVJDtgiWbNI>8qyh+EK7EI0!{Zlq-gQ_ z7XB99o#qA15$Zu(?eoDeZ&`O1{(5f2w(-syJ5kO~l;b;eih`!c5x@2XzO}0rcH;#w z0S*?Mn+%`fjIf?F1)I@E@^`e!)8$j0k2Oi; z-l*P+(rGgp5ZIbZv|H&dYH5p8;8U<~`F6@y@ty1EpFgdhT-1Uwi?&TsFG1KKwSBG>s^6HRPg(%!T0 znjpg)Q@pkp@hiyVN(@f7K4pn~O*=`WV9k;9d|>7Dg7W+*WfS`@dpJ!v;;x zB+=f}b0^*%Mo(b4g|+ID+*a;jA@TQyODuf`Ef!(5#Ze*ke#)`-9G2{N2n@h`!69hJ5`KYk)2i~B7P3IE&47NA| znt9@c1^+G)dl;_R(CMo;Ao6CNXR|2gwoba^!-*aI&hK-Gq zfq{XUx#)wIAv@X{a*U;Clew%Ycp_$8P~S_}iyP#Ko8J@0*qs^!JD<5WRdV zWmY?C$A$z>debGESap~uiF-LQW|JM)Ub`zT)^_}va?Jv06|0d0COXhD#w53np zxlEVh(&~BUi^FqgYyRqa9iG>|;#2E)bumzpadmsJ`uYFf%D;cnz5Po_TwG9Wrlak3 z%`2T}?}`KLfAj=KpS5(brdzY@Vz*t&XmbhD{IFNj;gH<`cfN;HDrsVRo#Uuz)}NcQ z)Q^tNjXwOn{QX%fvy0rm|AQ$1pZm~#Ps0`FtWVQ5G#sBqJtAuJcQfXI~fo`$46(1Xgmh^>*E;jmP&b_kvzuy_*mtU`F#{rpK514<} zeZXn;#%J&1Q$s#W62A)mzJJS^@A1RhAX1jvUw!4|iqxrdA7k3_r||1PfjtFFIc^8C zwKA(OoL6e^?8JZ(usWYsO~lLh>xz$xi^hxp{>1dBjV=6UKa3rA2@RE~A(wE}BW@er zmfZ9gVLy~&_45LKP0!c4H%cyYLikmef{}j9d*j9yNEQgrjXze1EaLt*V8y|0fX4Pi zQf@wjoWCDbaHySmE~gn(43MP2t(|Ir;X)O7W|uDgk>{XgAcXf>At=MmlX`EX2eh@e zUa+&XH$V8#FK&St55F}YugN;%AE#buecUT0cEHspv*eEuk-JFd%>#}W!5UGo7q+Wh zcT-i*w)_9J_;{d~@Y{PJeNU4!Zu-ZM(BNPPbGoT*U^yw+Wg*?AtS6vNU=LcwV9YxO zw+%AWpcO_W2YS=Dxw$P-hEPNqJcR-kXg<(B^g-wcj&X7-ywzhIsCFDA?L~BSE?VG| zXTnQro}ewlX*4?kH%gXv_VoNES2-of)igA8zc?{@htV~F@{pV38w-d?T?Fe6HpLAZ zu>E$7@s`Va!&WvMW+u!?KxT*dXfBNQU@HJ{i~Eif89CR{K5O# z2FGY=Yv_oJieL~^O~)T&ErDIpuif^uuFp;{q`oh$`b3Vi-A&(udt0t1Y*NCU;wQ%{ zCN7Tr2KAK$3_8%5nwNLOLkIegixkrtqUPuuyIVk6K$f=(>2;jQ@#Dvr72&7?Hld_N zhdLF~ZP*R58UCqOVX0;sQV@ub-b;Yjo=FTq|G|TWk_+HL#M$bsz5K+Fjy*2In{+f! z)wzorgeeKoIIAEA5-of~1=&oWFEM*~d%v%~Lb!-aYVqs8`m?$CIg9@6kup3S(!A|C z?ZV>xVMV1kFvg@J6N$uk7+T$~gC3l!bByt{1hQ7S^ zX+`lt+f8vSoDOF(^&$OyeI-cEqW?GqQ=+!`@a0~BYL zanFE=TqY|o@7v@g*Y!a>NVvr`5_tk`&=fk*P%oAXB(@Hl8VYH z!pbF)IJ!e2SRsv0IrpDu_%uExDXH>j)9-V;Z$-V%HMXGLU+<#Fo%7&A{)P7`iYg~R zt-Mc>?KdOQ8ROsXoU-&<`PhUStfT1z^Y_OTvjm?iUHEL?D z!}|$`=^janpHb|C2WTjr7@tT^RpMzvp20gnFna?nFV4<>;yf%yYxWVs7YSez$RrrP zg>MGoq~A`3oRCMK5rurV;%daB;7U zB}+3g?#O}N5b<|HNdLZCAc_y)Hv%-pA+QH47FxRS70KTi%&{YU`3p66g>>lgs_N>t z1%hqOHTs{2G8~_hve=vZ@$gZ9_hBQ(8`Ak6Df|@O3W7y$G3oK2>m`@|HvU}Nwpq0_ zHeTF0_Uuh6=ke9QpEZg`o^PIJO^|x;GMmnJa^cjyY$;LvKxN_-za=}!=P*mqO8o&- zrmCvSlT`=TA*jHhv#4!rb@Juu*f}m)!0GxK-dF|t(k8sKnVA_v7&Ro*W|*s@a1Z6z z;7WYV(UiMyBe>mQr8esH# zu>fNrGJGozIuV-t{oZ)#e$mx$0>rNGw5u-t4CQ$?R`uM~mj2o3*Q=&JI|b@FjmDz= z$E()SCatrL`R2Nd6_d^W{x~kTv|#(1{{ntSWfykKvS(w+Gz0=e+Y1f9BlHnC z3q(ak@O`pi@a8O{HhXS_F|iHz&lWe@7Gx z{e=vNP>Mq;U(BSOhuAHAf$v`kQDT+@WdvUk2=ffN%rBYWXd{8SV~~d>zlIBU8mt2 z3&-vdAbjX4%L;7&ISR2OBbP#B&efFvIcR&@%A1q5AYw#565$Hkb|le zH6&iv$Cq-7iu`nS`;hQN@xopu_VObu4UHEH>`X`LbO^Q#4(Y56Iecwy@?9df($hLH zoL`6MERk4~GdiAvLL9oJ6SWy7cvh2+;NKr+*_0X=6LecN(cg6YVMOBm@_iVq2_b^+ zLa#rR5rz@fe8oHVAOfd}1qllUKIh?sLVzNBNRc5S3C6h2#=j<5s)bXiJps8R{OVam`}j{0uED2U{NKUsMKQtS|ff%P|)k1|$5c zsAC*!{&M*Y7B`HT2rRX-9mChtP9Spcg&&gd$e*6LaFEI-ft-i%u|Eks8UEWXaWD{D z)L%DRn(Cy-#C5Og7~-zX-m;#v#y}AIO__erK6;V3A2?V%w?0C^LaHZ1frg#4tO(&d zX4nEUd>!XOa&p!$LR{FH6H}g(_|q>>IboKlVB*E%^fJ%dbc#o(Ba@qvkrAbBZm2vP zF-5__MD@M!PZ=8j1q}-ZU0#hxQ$Na-o)BlOO?rpm!0n$P6O1t6vA|G-JrasbK)}KA zAsAbWib{Et7_MImeHpuF<2l-Zsm=A(c?t?C945el1NC^m2`)SFy(TeAb2BqR^J;RZ zeKf+3nQqK5>4y!f8}kX+`K*9&{xa-AVpe9fhw1rcaDWv%Z2C6MD2N9@)0WDpi z*Od3yY^)=+V`!=}VZZlVW@zis(&f7X_RuEMI^Hp+n8`A75^2!2{>?6n+u{!thsCg@Ba15nNvQ}ohRS^k}FH*R7 zK+7f>{_7^o2I5gb<&-uK?xuK#kq@P!v+e-}vy6zSXnB)Zd&e!I1Xa(}$yJT>m5Lzw zVq$cl4|LxLr0ivtGClbT>^Ox}DtYp#NLXj-+bxJ~hns$dFL0!W~&;}S@1SGRog+KXAa|TU9$5hWbZ-o8c&gmFF z$OJ5hf`Y;*=RxyXV|-%I00MqeUq# z7(Vz+N(3m$Zp8|hEwakE%WqZfAbWvwp4oRhSYAh`RCjc!;a;0pMnl^N@PRFmY7ovh zV^#znhUYmA!m-giA}zSp?>28@ewK)lKYWD0>hU=jr>&M|bN+JAg?+jey_rrY_xXhh z79DAF`|K@vcpte|{8?OjK1YhI^0v44r_fZk7_sY@+h+Il7w<{WnNf zvDf{@j6u^23|>!2Rp5bN$29>yKJ^uv>R%J)k|-FhX;Yr%2hRVxxolbR?AbGSU6FMr z1_qvuQuMf0AXTk|wFVIKqnw;R?;^|$##fpNU$}tj4_yCJ6jjEq5f~q}vqXbwzi^y9 z2}jWjs>f%tHb609+j2x3bavJ>-i6q&7!KOExG;!GAo!&(b1U&bW|R1hMpdUTQ@uNz z10W&r-n;F7^q;?e&Cbh10$y;I`~9f!a1NJ8k2-Ku8+e>;ZL>cNuK~`w|KYxRL_(MX z|7UK3!@-?eY+d1~?v;C3KCgcSq-pe`a}LpqaUopvyQ&qp6CxpC^QFBY?}!9j00VFEEX47ir>5evJ^BUR$MmYx=u(U|X@=?Qcd@9UM8igY^$n-?%9?yr1cM zQ#4e&Zz-ujm5=^y`-zdd-Y17&jXG^IGGXrni2tkz-`=dgJoE;JeZ7nwX1gDU5K=HW zwYUk1wO50fNx7}Sfwextr*4}b6T0+IZ}lEqjNsHOc|jdDFg;}5(-pexT!#peX;nMB z9Ap7uNX*xhhT;ZyrS`Vp5UGl`b`MhdBu1vFF~JI!G3-KZ2OjtG)8eFHQha>SD6eH* zj{{d%%L7W0cD-u`XPBHTn{vzeRX}HTsii>L>KuU z_A6u>vt6QXKUPH8CK~4qtP_61&y_iYp1FXE!KWuC{{U z#NQ_M>zsUi5w84k8#gjb@R7k*>*u@d7F$b(U%fiBFbg2n;~l8#s@o{i>R828Recbp zfw@@8@e}Q=FLZz?L0R`;uzQ4NHZ(}OQv@IUaSMO@;ydnuGz~F1c}uoh&Wpf77kVPn zuCDhmo6H;h2nu|ct@Bb@R)G;8uY)xZp%FtcRUtQvP}1X)&-76yN9K?q5)E_eF)SJ= zK;Sbv{NT~bypxTuq;LkOdwF>9?$vwHn~sqjSdd~@KMfXCGfJ)4&1Aptf-%6sBgFbf zX|^sRZW#KB%bf?$yeqMcJX2`#wBlD#lx9Okf0+rH_E#ghfe>fy>3lZQp z`p!&%n65~IaH1U1rTfr>j`MRA2`qaZs5`qnjCtJ*e=;x%Xw|>@?`G>h_v0F_qpHDHe`$+S;JX~78|D?R66D3}OK=0;1JFi0MF~-TtrF8r zRIIFo?|GbOI|~)!=0=xr2wky@S(_zdbNeMu}K;U4o7Ui1Iwp*rfL5C`tOKEHDn^0 zNsNXuBP_{|3)`T+XxJ-163Al`r<^gy1CfcyPx5=dgal1&&k!Tiy(S zSI1yzu_tNW<>BE0#{yqEOTAj}omSP?>a^=}D?PgfA_{+eCF9}Yqcfb9RHs(T2`Ab^ z&Lm69v(jS9sUjL4(f>S5WzV>iA_Y@4QEL#Tq$ww#N?fk@;|Ph|r*CtGet3`kx!CY} zezv0NWmf9g*RQ+9Yf^nLO_8t4t)_!m^nq)xV~mJ^v$1lkOArUAdc7CF zS=KV2KOuQr>Tg-Ks6q4R$<>~#$`YA0lzUFcO7%dt7H$uIrk|=%5*b4vToCMkK1VZJ z?fi-T%|?OibxMnK1G!|y>;meG6vV_Ll9F6n?436wB1oguKt`4zszZG-I8Lm%>aBvm zqwzQIu^VSv9DxPxJ|1;#6Lv!VX@T&C)zzZ~0z2EL^b>zPHY0>AIBFlm+sWZAC-Wkl&G~%ZMBJWh{ojPNc$sJ=OGXzu>|T7YcDU2x&9HJ4*FESVIdc= zCpPg234|$-IsSA9_Rg0*2lu~RvT<-=L{YAgFk8IQYcBH(+%smq>zHZ{YZ-iEy3m$gOGwbT$}+=a9QfY8t7Glu+js9=hspx4Z|x*3 z44wKcV5oSsEG7;We-cUkwiaK6WhBF{Mu@ZcrlV>v!|i zLaR%i9|l5r|MH7m+}Mom-&lTGm894C{!UfJx#!{d$0Q=~X;_Ad_{^;5&o_YsoXzKC zc#i1irX7S07QG{I#=2Yebq<$qys*oaU1vL_Wn}KF)?(L{L)`N9>&H`Gm;4PyJ(KWC zg460H49Dy{2Wg?=puSa8Q3aEVu>@6H$X!wbnJpWqcU`zxb<{2+7lfP5bu|U>YH$B9 z>fXAo%C+krMii6~l$28GmXMT^k}fF$38fp6PLYyskdp51kVZ*S8tImha?w)1x%R%F z3kfTzC=<)S~v zo-8zaC2H|%Z8?-)z$|y{Foljj$k5rr!OBY)p7bq5)N{>)M~)Z2?kI?BH}gt#KD1w| ze#vILBjUYR?aB0dS&!v3xZu^(G6TzdbR{oTV*;a6@7xd-#xd}aJ(3_3bYTz8T?~XM z6hg8ui-r@pyuGd9l<%{7vgXaBfdKzTu=%(~?$>S(GWmA#fC2<4Zm>gwvC-LvWSH1Zd6#t7W|`T`=biObKwH3!~5WwcBdu`5`(s6pB& zY^WT)zz6A}7lQ%_W5BFsrC$lCUO}lip7ltus+T6g|4TJehEAs<*nD48Zp`44+D8b55mlFBX z%Kag2SNSdptL0-d1>HBja%)$9n;-ow$gpZG#d_BNu*G}orcOQ&8HERWhj9rIw&G%J z!!;z2KvOe@VmhZjRasQjC!a7Epew_@qsw3O8@UzHyFkh4{ksn1d#pU*6e9`J486|K zl2iu(xb#8(xbNHfJZj4Nx>=>w5mYtNwM}2&G3OK(%7*=c*)$D?^z@7Rm!-f=iWRY6 z>G`#FjQ|QRu{X89WY^FOii(m2oFDlThg7zcAOkw}G0hBriQ#<&20oAtmeOJ0ns7&m zQxZlq?Lg6fURIZ}bOoC});5EuPk~=(nVJ7&Ei55a?UUscLIOf2Hl!>Y$5YcM+JBDS8Hv>&EGa{63e|au-7DJ-yu8KY{md&0CfBMmbDR)}q(d@~rjz zDSs1_LFq8Wgssn_uX@I#G;Tr#Cw|EV)PV2a08~mcAQ&_PsqNQ64wB7l4^~Xip=^R0 ziG%qCu!_MW6h;Oz$-jUXrK|#lyn&evg%t$5`1oh2f=Evvz6(fyV16qh)8hFT_(tT( z(a~aG{9r#=*`#y94FsO-?w~hRQ+pDHsE;AAoIt=b{qdmZ0u45SUB^{?@69~7w7N$~DQv)?8Sd^CYof10ngr{q7scvd?!dox8o{N20J;|hPjeNO zC_6$}3Zxn4v;KAswJGDniaYo_t@WgKb87b z4;u$s-&%C7c#@+Luwli-Gzl>W&UajFEc_Lc2#4XuLevl7v;=C3peyIq)0&ECP*JEZ9O!xMI z83%@5G_l5zY@lR>jaZVVd!(5TOwtX2Vngdz&wyNV$-G!yU4?Ow@g7m32(;xpjmJ$5 z-q4Uqu%RXw1kJoodiI)*mjQ=b+II^;_MIHKqR77QCUU{*bu#D^f9UI3wFlqAp$zex z@F<|z4=zA`{{HxS8u}IJSjCi#L+1Z>d6VO@i}%?!@6tV(I)ZRP`{(!b(BjtRCIIZqoptM&AOjz~BEXl-#mcBwRkNXq`QpA7Lyz z*YH*<9b?d9_!|^Ac+nJdq?uDlMclkRDLo@Q$+qR@3touaT7vm31}J}+?Cydn@2M|_ z_!3aB%q%VS!T0YQS~Mn<%&@jYdHCpOjb#GC+VOK>)&_Vy27uAV%#1;6N9E;9>@xEu zu|=`E0#AM@$L?ek=J$FgAFT3HZZ4az9S4woY!&hhXZ~~ZFOTA44Ovv~h_ICyJ$Zwe zrw5|1rp7^k4f%g1F8}&94iCxL*w}}=l^iFqm|H_t6~Bi1g@nWntz`Ll`jDiHj}QPl zF0O$B2DnhXtTr2hsPT$LDYp=YQJ6OtXrtL)NHU+|WuTxZkM0o#?18ZK!}q=Lvg@oS zQ9F^`)6AK|!oujm5I{q#eJIiiBfCaN9Uxpp`ujaZnf5cK6PE<~uF-`pG=5;Ik&yt= z3atTR!omUwTz$wtVO-qW!dCFr!z*L${`wWP_d{Q zC@7k-q+6gnh+X-;v?LZ9cm)P)87cr&0-k7auizL4L8wQ*BLT-)<^o*VfHPq0VLJ^w z*~y;24OpZ_HIB}N;U$O744=z4$IIK~LxY2NKA7V8g9m4%5lH`4*VO3N*-(tinOI(j zY0K+JgHktU5@BDG3I~4<72rTrVoVA-z4?WGU|Y~xlKpdb)C&wNo{xL=kFsM^P?PVp zF?9Sy%npdm*Ns0aEfMeS>{f}%8~Jv)`jz?n$&Vj1n-L~&pFj)X1T`Q6#%v&K^lM?^ zVH4>A+<103bqx(YD1xk;P>Dj&sLk$8IByKE0(|{CH>`dA1ZwK3sVSPJM`&ud4UHBb zRzsZ#72O6*XJJFv&Rm(mXmn&`Ic?}h=Q#i`VdVVL-=t8B7H-ng(t=n5RHXocJdFqT zAf{XkOvF4OFT>AdEPA*L&@2Qd8RpmGl3;c)0fRKOsbMIv0KXf4^z`y)Z%@y|sv7`3 zu?lC}g1iXmmcX+Vbqs+VutD-il#Q8*2@nSHQi>V-;V?5$U2%heU(fr&NuswE*1cYv z}mqF#Ds$Ud9ygOL9Xv-3NWS?ECI&INhXN^5DsfORDOxitE~76WOyYC6?=Cs>lcKwyv0wi;O*hA5x2GuT%i-pok0dA*;k@9iFOofb|?tptcw!I0a+DJYQA z(g2prKzKJ`9T;G+anKAx_B4MqL8B8iW))NT7W+O-764j^BN0#oTKa$3;k zfHGGO89wjgVF_Q)w1if1c`H)vyx&u%n-TsAQn((Yx4XncA7s9TDD%p@cq}E={V+fxg z@H~*EKk~OZE`eU_DP^qBAb~y~9{->H==6XIT(2#H*?I~aE^f8y7Yv#Hul$0HweBgX z{Zjy&8!IEMSs;1B#vArrsS|wa1h-SDRA6$f>;mG*qgb}6z&xa-lvxzUz{ZZP;fGK6 z&+nel;kAq?{NnX7MMJFdiz7}whI%(4j~SyRuR-=kxkQS1Le*XSRxSVZx;;Ywn?(6lP#`U6cX$#4y!}D7XDLr_vwb>mPWdZKni(<>!M=`$CepsB6;;R zyTwYGoeA={FFHhQ`ltT+1fD9&%H=>Nfe8ah*yq_+4yQLZPEAZW!^gxKc`2ct6ZN(O6ObVWTnFF!&A%d#^~o-WDJiB^;&{!KK&S7 zISef||9H7_;u@00YU(-IwfMlc%eKet!Yaadm!DjV?4Ps#Kc@pgftHp+rqh1gkE8*p zZnhu(p8QO#9h>B@>z{h@ zKWFFPZ#E^c<@W{GEjM=oZbkHlmoiWwaURvt(eqw4*`A+&&1lT+;M{HfE8EX^gq8e6 zqoO$M*?*qNzdtBjx3i?k{d9RJa%kC~OFm2DERKA`+VJ8}`zn!M^LMogVxrEC%S4HL zNfRr?JyT}?=bz^$9D1{eZi4!`mZK(&TA`$m+R(^4HMF3tuARcYd_ms zQPWBe{hwF<&o`Go^Vd;LZZZD6S8Dx3Dy(0~3GaLV)YD1TA119cjWGqU2Fq89tY7{; zeylb9KaYQ#_z`g+`#+Dc+PUxJ;wwY6tWi#GY{T3iW#7NW);L=GKhb#8H)Wf+`M!e9 zk9MA_m8_D72pK*m%3rY1#b~LijaF}g4JO3#w~k0rx!Ata@bJ$WSz}Q#j*X4MD!zBf zFCPb0SS?C2ZFZY4I0$H-eO7I`BMoaenWjK4S5dbnfQ@{2I>vFZn$7}d4 z?CtTa;&1J~?PfbQIj@%b7dNoJixa4-p@DvVI5;>sz6kAE3v{oB?Dv3#3B)riF${y1 z_h?w@H$WJ_AbFyc&-?Nm7QoZ#0S;`2i4~xYbaY){=LP{9xIChw8Ia`x3IU$@*jV%> z2^ezCRhcTWvI1nrP>?jw_tWYKk|0>2PeDIoRtXzR)l)zf1*y4?AU1G0%g(;h`}cTv z7gVY&_wJhifi0Cz&zypSNsB5EKri4c!+Tx`9547YLJdM&04wNjyqh37;k65ezLnr8 z7`nr^Z{CpbSbeOlivF_@MJFi<*W%)9rt4Xr(%w*?SV)SOBdk4dUdiK5ntp#U;?`lXG}tg5JLQ z{re7>7}KhFf)2)qLP4{^bZE-WdBvVHF*768?%BmvRNer>3$)oik#lS*5ZP9H{+uf1 z>-@aFre=Z>Kd7Alo(}bhzSFBIE=~c+~32L!u zV0o5(>+1uy%_s_GTgly@kkB?!HY|hb!s6ZFpdGBp&~P+a=xn1S<8WlH zjIq7N=*outfVcGwQKn7gW_^y{QUmSw9VhvhTcK#E7tdr`-c)THSwDo+H%v6y=*WyM z35JTWur-xQ2J-J=26lGfA%*2(x;-sXa>KGoj2UA)|@p~d%tW~RZOh`LLD1Xv% zkzZY<;|vgASW_4-P^AaPM?LLAq391lM391H`7LlA3H7m(2R?~-3rF#Rt`e1a@5JnE zGjvfGXUDBDiFO>EpKpb_du95Xb#*Y*am*5l8KsLG>B$QE~%$4?WygQjc$+TBSTCm{(@aS_+IXw$|3kTj{Op z!O-X^WK*5yo3iK0YkE13js)(U4j^6zwlqQy+2|y4`6wn_4Dr!6A z5^;KZ3NWNHvNivzMgSh3u-gHRw@*1b9Q$NWV@xAncJ_Ccl(|%}EDpvcz%FaM;*9lx zf*a)0+ZUik!c6%Kb@XCApv?J>oux_yoGB7gwd;;DcF%AWi&~6t55e(v3i6Q+zVThZL zmNp2d=p*SB9&2J&clSU=nP)OwHepoEvX{8L?1mN>%-Ht%wQojaNyh4#d7;}#mT06D zFDfjAngd`1>R0D}@LKRG%FM?IiHSRZ#yf?1Jic}Y&|3y8drN?Re}6yOKi>^1r}q1Q zl4wMfS+WCnEQ08`KEMhMv{sB`9qsKItM7$i6A!;|9iTrjB|M3Rd49DCScyd1)dNE< z6G2By3ll_hOUq8rF~A!@d#E2KR>@Lwa#+|c4ja*J1;ARx3XcF;gKyuQ*8LVc17mL8 zgD1#p#X?14#9;fL{+cN*lUPXkO20`}`*!t==6z7U&mZdS%u;D+`~6-W3agGfJU-Js z!feWt2V5U}jlg&%6p;q!)s|um$h^@k34CvVh3;vs2iMp0O)UfH64?)owpDA1e{P|) zq{CJqfAdw+k^rSzKf@WyqvDv@m%Aewh6*AF(^qmWbb$Tzbx<2wlfr{MqXMSt?5rnH za-k#ZFoo&hLNP1`0kt6nb8{{E`O=$&?IqHq0YDk%X@~?hC@3Ns zBu2kz);|M$GI9Z^Dv(~ORCkSNPhkoAnUvH`tDlv|A#IE>bm9X_{0RgF4qA}VkO25Z zMy5cr^Ck83Z16k-bYa1CfryZZRf{D)A%VDl#svM^JMD$Jcfb&My)Xe%T@-y;SA!|uyVuSepx1Djg>70$IJQ9WevQ|%w!;Ev{iotLJh~4N`vsFxj3urlN1LS$8J3nEyPUT@3zzin=;8KLqDECkkSiG<;0tTz*wEFAQpy3f63#ccZ zd)PJP+|qHAz?u~f5fE&tdebR^UXxb|%8trScnpp}3WkeU(DfZ0dYI~Nhyb4VE*e%g zM^ZktBLyuiMfm}JuEqdUp?q*Bw6yGBwa-wgjPu|p{|=HBJ=Q4k`ww8aL`v@Lf3RUol@ouAfXSquX<`e+r=XXIYK1V6py z(^Nu1>JA-wyk1QysWmv;u~nJMs;UAY_U;X{c3Jz~Fp|dsM{~@Kj2qBP(SS;N7S|#? zlwjwrLH-U&bv3oUv$vJa)F3360Ec)O{ruWZV7{|NW9xB@{zf01n1F?mQip`n4>#vL z0T+qA23G-&?VEmeO*J(xAaUpSeEpiEGEiJvN|)hiR)+dd&OwZ7YIc9GzDQR`$h9Or zV=Q`eAxFJ9+Wgnt_CrAXl^U|Ecf;TRt`}LO1xaT+9LUhHFK};lAXOkiUmu1daR~{# zV?`4{6`MWRhH;R>!5r{qXPR6ev$5d@l zcDy5$=S@vG`zO2JSMFfN`idJV%`Q>%qS6TC9EG+s3hF~qe6Voi1~&A)GZ9yWpNJed zz1GzoBQH)0|6^cs^>BlXFvo3-+qY?-bODd?5{fTi^gJDTD1co7FxvrW;kGkEVQ|R; z!`8@q;o>6mV5FFyo?c$Q2hghoyU%@CtR%{(6&C(vl>vbRhf#)z-4Pfj5^fj2l5OD_ zC)v}w*fq>x1{FXgU}lDzapPwNb&j@tny_y0ThB?WBVg;0G%k?o*U>aU_}^=DC*F)rB)mMHt9EV#{ya*@_eOfVJl{ z3T#YF)SEcro=_G@1UTB+@d2%J(fdw(`(n_;MNpXA#nHPp!|3V^GFbj!QYJx+{3($O zcck>hLVSA~mcJ&M16>2v4VOk8#Y2B*k_Nr7 zLyWy{lzSKx1W!tg<;9V?ibuiqg@j*Jj)B2VUDa{xB*Nz(T%Z=%n7_Km>2`kg-q4K9 z)b)OJjSBJrMnSv81on^p{i<)SU^`Ui;0NSHIb)ttw$^jhRX~l;pu0iML#_(JiVUQQ zVT~^)RiNtF77fJ#?+dIbk2sg7iBRO<$zKN^CWznR$9aN{;u7sVTtq55@jf^@duian zM~z=}gJvG;I_Ng=n>7tKVfc4f#WO?R=S4BiuQnh?_$90YL)Zz{@=@&-3>lf3kurF% zgWdq_R98p8BfR-I9 zF-s0z2<)~1MIGA1HYQNjm#G8~@o3geSaZ{!Qj^dIN$@)qaZ?Qu+IFu@P3gO&WNy)( zcH9;L>$=O`mk^5J)7n|U5d8d6f^-XZqe~TJ9LlLN~RVZ=m!v z-fbg$`r-IqetSXrZV6=sg+M{6@?X*Isp~0V*~dDaxQRX(MwxXu(mG9P83JcxiqYux zD>#!t5r&c!SYrzl82EJ3mi^_xSBh_+P7L9BW(?|V=H`snUC_ByG9?Z_`|^}VpMx++ zpAKAdne-61ad9=DKi>rA{9e<`w*LN*QD`h|HVwqYP=}n%B(?7$#LdCp8&BD{_wNq$ zny})7W#n^LC>CQvT3(#=#|hc#1UNi6tjq4@mb;xqyz3j*7d zHQDY&W+@wL7Ww^SGxG2eQ*3>h?LXT$;2(x`wZ-a zn0dFq;V9-NE<$F*8CpxmICwYe{MH?e3iu)cDz5+hnU^UG#^J!hIY=(A4oAW`+wcGW zo%nn#c`wobw-Uxk8abeHPrCdH%s8{hU*hi>N*kGzWcz{UMLrf^lS0KR? za~x z1IaPjz{ocmX$wNqq#RitEDB9Lb~Q;8zwKx{%zoOVeh8n1Y6$-5@26JfLd$K0N&p9^ zLmlkUr4~ey3UW}R zOiCiXBHibqIu)A+BSDzUEVht7Ho-neiRgt}V>8#pDC6`fL5`FYNFwn(gi%xr*LxGV z>(`;+R908_|LwKfM_51r?J5vf2rdOzc6ZBwzry`Y;{2+mR|0`nrzCKA0K{~oI&NeJ zYG_v*H1JVI*-JlMq1=p72Bq{Aq+pzZLHfslNagDQr1$(80|=9@SD z# zc7Y!hS50u;n-8fC53SB)?Zm4FIq3W~OZ%s)Ba$~K5&@RJi96z2u~OvL_*EbNH)-ZJ zBhFs-L_aISkGx~@(5=EEZ|}o8SU!Q@La>(wa!QU;;OzB@E00Z!l2B!x2k&gqQ`p zeU!6f&>Pt`%2-q7Q28H-w;6RTwbL7K}ICY2tn9hzH!?XqK$l_QzJwARME*DvH z!q?XⅆMjMfv%I0qHO$_O}F|PFR)w>OC_u64S1u$12k^L$m}eVkn3L=xqSC1|ER{ z(+nX^ZZP;0_`Rx@Syz-+`W!(xY$78kM<(pS_fi0H@fC2qQ%Z_ku`6-{y+?3_W?lBW z7jj;oVs2&2h@wV=&dYld7Q2cz4!mY!J+9{o-N+g3ieUy7kFfm`S8f2M>h#Cn z>2}tRLBU`94O_&$l|0*7c}%pdJ0WOqsXj@NDA(awPs58GV z0l5vd``+s#Ad4o0S`N+I<`a5!d@x{5NlopY)4Op3?Z{sktAzy*N@LvvwntSS9zHoa z_Qel2t%L1pUT}U+G*OP!8c>Mz0BlYObZ5|Qofi zWfU0rKtUN4A0MwVmR@9ZlRUDy8*E~cpfSngT-a>1(l@uT_@2aFgs8Sj$u#vDueVs+T-?R;KVUtd2p&qPfPJMSbG!*?kQ$s11_9KHpD8&IK4cRFlq%B>Nv+m2TN znf4;pc`k!{FlPE`M6L!zFz7MNufwi|nyXh40CGg-0#BZd*E5axC)^hkl5z>?TKoOG zzwxBya9rm$=QB*z`=_v5tKOoaxFW~u?O4_h3TZ>Auu;m|yko=$8TSF$(I+|F!Eow@ z?t4Qt?7mQA5FK~$jE?#=ec{FUJJxTMLD^mPL19OkA5lhk381eaTiul zZcTo?2P=D9ct>aYjVo|)<3--4cvPFh7#^A{Tq4F87|>6c`j`3bBn?D;skWT>J}^-7 zYM1Ka!>0;=@vYn%EnV^5P5=fgN~+#}>(7{DwEF88^x#cYg}H`B5&uCPHje~1Ub zww#a^(A~IdqT}MeR<0v;^$;}&p;dGJu(_I*CH>uPy&OacP39f!YAf0>EUr)HbK5rk zLB9|HZPb9xJl(Y(O+~hOxUrSjEA7Rb!F?FOZ;yi^sjb6)y5A0Vc9B*7&~O$gtbp=g z0Ud=+rm${$L5Z}y{7kF2_o*2_>~xts;#Re*;HwGu2!fvD$ijttnw+;u$1|eB)pU8_ z&fAO?#w9tlsCekyKtWO7(Rz-+|MYNR_OV;ht42-hJT-LqQ*B6Q5VEqByaCQ}w70ha zB|VrVz_;r?ynwh{wIC-hp4F#SZFcR5qn2ks;w|Z^us6rw-=B9|m<2{W8vyaCR61CV zvIS%XsBr7i04+{hK?#4`YTnf1@W zu=wbr17wg^^EjX!L)w^46@|`W^gU!_vjttRgD;*SbvC+E**gU5X=E!!DNm$YMt>s3 zJ^M;>w$+MENC%*wM($8SDo9EqA|Pu7m;4jY6G zJ!#iakiVXi#Ky-%g_h{}5gP|5_o{LW^bc!2gj+>-mSEFq>~^i)uWuyW8#kV*hu`)~xqWHDN9qQcl40Hc0Zo;-xG#?3 zQ7W2{XYuErb0J&gwJx7paJ=z`yltAl@aQt?2FvtkdPPZa8NoH1y ziph?UJI~~SB0@r`HFXDNDLx1AaP$;lW zJ0;cD@~{fR{`=pVf|eFxfzm?IY%2x82%Z;&M%ce346pl}PVEghy!zU~a25ry1fP2m zHnW0;XMRx;So2kP+5CXXmH}H@pA<0ztA)^ux;fDCEw4&HKliYpoOHh9klowBn#wnn zVF?E8ujF;L9K$_&dFMT15WD8GU}ceiEw2bPgEVJThm&tL`$C-E>BJSW0%wD;Re6aCN@tgNERP#)0^RAbfytzpZct}%G{T7c&n7shphuqb;<33J_ z@I2Y0jOfP4^rwpY;7Csfo&kIQeXVUd-I*|bp}T0>+S%~}Z~)9Lq@=p*=G;P@h=1EM zlAQ`C?8xv~SwW{cJ2SI>-@M8kckk50ZPX&}mv2>FooU1|$l@dR_5dFe1uG#J7e1jq zs6h&3KA-GN)fCzP9V&;3yqr>e$S6#1j7KOR4bFioT}@-7TbM|FuBUWJjnyRBoFg{^ z6PWoye>ZMqQC+#eX97A7h4L|Eqmeqo4k9|M_S;i6pd*KW>&5}gh}Ta*Mac}`!f*+3 zeGit+0FfVxMhdQ!Rp}GMgd`P8=p+XTtx3w)`Njr@o`5YjH_l&}*ZZTkLm%igYq93Cggu}E!D*mG1=%(b3|gb1Su08I&)9;3SeIS=L{ zX0C3&fbu|l3_HWFP|7q{=3BpNScjX?urn)b8xC(RCqAYo4d}WM>}O^vxC0IpWlNR- zz+Pd4-Kl}_+ivp(r58<50kP7*yN-eq`PC~M9i?s1R2@ndOo_CSNnCqS6@Tf9@)TyT z+#BgP;Ns*XejQ{a50vE6QMA=I_9O^bk&%+d|439!>ju8WVK04JdGGfg5R+su&DZ(s za0QCEYBo>T4c-0c%wR{qDv3+0#B)UeD0Z+94;ovIkb11XNV+v0%mbBph!$o6`Q;vO z-c&%sOtuNyt^=HT=mC@`u>WUh{tb`_=9xZV^268LqC-v_e<$TrQx4ANuj} z19vH`2$w_~rL?`k2XpIPo^?7;pfd2O7FqGn6(9HudZ`e?pbnshjQWLW#Y&0|8n^@-Tv33-}CpR6!tt70i0L=`g`e{PL*DgFaEX<)Ukr@k|z1RqdyX`kEyK`1$o{Z9(~Xz*6q= zrKczV5w3hGoMY?R#yC&3r&4GXiwED=7Z#KaMP%GWD=;uIJc>~r5eY9~wN`7+(IW^hw*REwU6~el8D?Pv& zjzMKuL`}^hu)vWb#nTHL8~m@o+_EV6Y1Uc22l?NU{L#Dnq`z}s8dquMz`g&L!XKl} z^JHs7loc53N#lLjrvwvBW)CuRSzooHJv?~E4x?w#bYXRMUh{AD%5K-iM#$L&D zpUhd8qjn!B+t#2S;-`zyU1DKjt*%HyoelXW%ee5YNeK(M+Y^_|l(WRmo8sB9Ep7Qg zeFz=)TE2eyVgz}f7oAU6QRhtdkLIaDAr1X%IvLDB2eZ<*86Oz>lqh_^vkDWM>d#QX zN#U*lc8X9XXpBGd_}BRo3@bmz#AG3S)2j3nAaHAc&sIdFapv-5=?!vn3-@D3bX&qe zI80Sx>?XxM2kAi{Q6*<$I(C9oW=M{d9E}dra8^5m&?3%S%fz!Cs%&uFVHB-N@)DKscsh6bi;e{runzgL4U$ z8>xP6HSOz)6F6<7_xoI_BXvK`8JoRolmV(*q1R)otBun1rrDzK^E!420sMW`^VA8f zzMLMez4Xe5Wz&;+)pW79(~R8~BBuHC2wG$cRYVh8uFec8Lp+Et&kw_HIC}->b=1kC z1v@RDmWzMzxQ3GczPg%=hg%1#Zl;LB3SVtO|P z#FJOlrAVdzTi8(BUMAl;wO9Gz!OtYoLQY7fkAjl_9m?3V z6)^Docu49&Lw!Ailly{55%39t+6!q5DL@|+GXhV4Fqp_-`?Lf4MJOpCE2 zQGwY=#kBGc)JXu#+S6U3nvnx_9TICfd>3S3! z@xKqNUxgBZ_V1sfD3g5fXkhsF6@|m|{Ldf1>wEftzVE+(q4xiI?En0EI_Lj=+5i6M zaXvi>A@JnjA4EPm_^SW>%Ey*yc}YN}kNgMW1rq<~kDnSp{6CN3-@o|(`$x|ijj|1< zXOkS7R-X9xVf^pY?;|=zs0vEHPHRK-?YUAs7FrGVFuxhx?3&oploHdl71QLv*6Y2o z%c8Frz{@ruxA?i}C`T}gO=K(vN72n>cjfPFzX1OE%E5NZ$U(R6#(Z^Z$Am>U)qlNU z5J13u-i(STgmY=Q+-bb{ zK}!;sj{7jnHpzTg+EuH0kz>M(MysRdW+j@VySeVn9(iNA|9u2#gFH?dKZ#Ww7Z`M# z?{_=7)LjUq&c8l%%Bws2ONz$yB*bg%x!p?gCZo)oEL}8VlMcuJ8;@IvEFy?;Mv0E@ zGo2V2XnFFy;4|>E`|@JZuT0{Zd|Wr5LLU|K0L@ z!pF^(T%Zm%EHS*(H9LP_t@XZrrt{ghnaDlVCVwS$?CyV^P~#6C{u^^t6%na-5;}!?JSC||)?kJ|wtryX*3&{_@&0m=pR_jF5?;+3?OE@N#^}f}b z#3GpAEoY~RcyphC@KhEt$Hk_3l^U}aK5SL0b;?i@?)La_arq{B!)sdEW0hauH<4lG z-(PA09n|_!Ki8he_HUNRy_iu;3=6zZH9r;qQ|IANX6-EME$T4W)_Z!>o80n0-Sh2! z=tqaQ$j&@ar;IA&+CAj?`FW?=Ce`A>QJ>pYr?UdCO{Tc+qJZ*uLkVQ0{O4CXDZxEB zdNlY3+kd#XM4IYS>anA2t(j+&y{+rahBe>c_oWeXG5(CGygC}g!@0+}o=3aR++28E z?)|l+IRFDal%R2)d4CTl?7^w*c-m6Kq`mPz(U{Xt&i2rtRc`5Ato4gH?OHFx*|Hoj$T&IgXTA(J7MMUz)ckQcPtc>B6bsnFMo2pTNDyIT^-y{P`BT_|0J%5b24a|ANi=kCa=1{c3G+gURX(> zUI=fJCLc?(IoDaX^D&_}OSw?RfU1%AuaKPRrA+tM5u#8bQw6j%M&f?BGj8u9kkP2nrV za^K>%_VrZeA*t(Mh2N{Oi5Al9Yai6HhxJW&d0OsX3Nhui=(CYZO)xF0+5Fehcm_Y? zoZ!bhnuu*hGA7)RsRqlN%NJzFC-)`Eu(IUGe_i1DT0!A--8oYsco(1 zupe9+^0wpd)5g@t&D$**wNsd`rgWD?QO`qdpn1;G+F^HFS7fW{s!7Z4J0t%{#cbab zS01A)VqcLmJ9cNdo)u&~KA1`LDvJM|KElXPF-Mx#!?kNID3g7;)olxfT=#~GH0mmq zwgs$1dydCshu<9g8B9{OuZj0{?-CBTKKk3lGM}{ex_|GkUM*4hJx!icw%OXNTZ=8M z(bG(Byc(rlp&lDAn(w)0uf6kj6tEqt{A$u4*Uq1J%E&!)t}!knz;=NdgEt&M^5>~0 zqlc0PB(VP+YZRueKh*kCA~Bd3_cece?LKf$DaFfn-9F?NTRF3!JtDeA?q^8fLjLu5 zpR!|e9$^?hR-0$jShu%E%a&(ugEJZlEe(b zs*Bh4Jxk7dCM9_oa)$)>2i^H^?a}+*5b^$@v|rc|XqTl4FV)+ zO}u4#mag}YDa>UtkBiw8%ZmRx2=Aza*HE_^)p3CY&da0M91)~FCAazV{#r2!or z%V^@yu;7v&kWt>_ly&Js5TY+D91^6=pK>C$Ii%}f-xcZg)x3C76I}Q##ADK8f`rvQ zZ&}B-+A1Ss5=f|r8rItP59b;44{b7NadoTB3g^_0T<&wb_T(@S^DmV$bo}>G@B?tJR)_IPaN?ew9bW9k{N0PP>0NxCE*DF7yix{qjw|FuRzga0RwZ&2xSY@~mX9 z3d(p>F}|@W{@xdlH6@>j#BXgl*Zupiem8schon*Qo1IpN3^RF&tL$5=3h9<= z7hHW#*d28>EEVo*!$CpmD}q&rhjkC>w}bc;QwTm0;FFWJM|jxLu8bE{U16_oI1%pWo`LQp~M+#_Z2r9(Quk{mlwJtbyUb zd3K(0K5tXuFlV-W^|P-SJM_oAp9$ecw+YFVl0zxZ{e3p7vP|cWrSXa42*A=jS&;i!$aB!lFN(}0{& zh2Egl69T)m#f~57Sap{j{rm+dw~N#ui;d^`nd=FJpR2zD0Eui(uGBL}{?i$w(9+lT6!NdF7VU|+xDSmO@x9&nn zLf<+6a{Lu~bToQx^fxEJsO)Dp6BF^V?F@!8VLUwK*01?;$GIDe*8|urM_Yr@deldy zWvpXjRkXrfw5t893#!|zR~y9-aw1-n>6-CP{dCD}I8|frPaGeA>pacoWOx4NDr5fT z%%y{fvD4q+5%nldgM9B7GZ*#W{Jv$1IpD#x3+UmrXTGVq!%ws1aoHA$~0HVVjb;w5R8>K zA6uV>cY4o#f8Mx^41M|K(M!=CO&v3#GY2o;(6BvUpgcD{_FvW!B##%^PBFCPFieOh;E!}OUqcAeO1!JW#d_Mu5lV-+|R~oB=b@*vzVE4`yr?$}nl!ur{3MFNa!RmC#q{zJprhu9aWWURxfT$L{B9`uzL_0Mf!Ctw zYu&8V3~bU_HxRFQ6cEfJzC&~lVqOluIYsH4X%R6(dyrm`YemWwZTrnuWo?atmhQ4*8TBh20@wV14#0g>(<6C>lJUYUNG zVCiro$(v~ym))036$AG_w@zE~eLpZ}n?bk@-9Vm} zP~%~}@bP=(M^B}i=VGI@EwdZ-tAufK0A>Q~3ccH2ET^oe5Y>Dvz7L5oL`+=LNvR`g zo2lwvT+6kYzUN(cAHyea`(665m3_ynsfT&5dUZ03ES!IxPs^i9&U@6Umk+y>R@Z6c zi_9O&LJPv}=REQpWZWG_(GALZrcNn@U`?;qujSc&vMmPC_uY+-{gZ}d08X|U%F^rAj=M9$ym za_iPza^5wreWWF^ObEhkx1qcJxsLd`?jc`@yQZ_4MH3h%nJkxAnlOkFjKA8y$07sP-5 zwKcczyIj#aW7~-SWiDvo$9E}In8%>N<@Z1JU%YnrQR`=t=9BGLai*icMp&FZtiL`> zd8_BjK+l@@{rCg&Em>3PSMbiyEArV}P3GgI;og1psWU{N)G8(ywQNqanNaXj54bDcZcQjIV4rp4hOf=Oo6xqfkoJY_+qr~Vri zOAN0LYAz;lOP{bLzOXJX$o_1ub;n|+oP@0;jJA%APW160g@v;4^`ss4>y0Vj`$D^t ztkMij{*K}77dW`pj#%U#mQL1=?{8WCnx2MGrCV=$OjX$IG{0S=vt`hlUA%7F==Uhk z(wbN{K6};r*YwcslC_;V?!Z2$HLK~=Dy!oBmYUo#Z7=bf{?}cKjR_PZ&O0AXj1{@Z zhOIE;{5OoSrqE+#)P8m0517Z~(_ANr;2Nf&n>3k4G^_=XNz;Fdk>BaE|HY)l_nRyr zL5YXgLO@r{w3g_xGsRW^azOt8g9?{Wgi;y-!{2xRpaf>ve~y(u z>n^gsrHzkC!lw--`gG@%G;Qi)_Wl#BXon>V_0Hbs6vMha@;;xc)Ak^yIW(Md73scp znr53^J7~QwHQspts=u>;@Hn<1Z64Ts&iYMD4r5n)x92!odYIXN?tZ_(!WFydq(X~| zuoVe+kBqz*AA7*g50wcm6F2u0){8f8ZlQeCiYa%~7{l>L=FKBU*6ka4_&F2d)!>Wa zEkB_7G8+=nj8BYDF8t<&oT1G>p&)laXrwFMv5szIW?#5>6}(@w|CueNmT%eGVOV^ke>-A1aH5{? z%41NpyLabv^JkOkofEgbKR`OW8_?LPC$CGNT36amUt%brRq3_8?G!>Gc-Umy_=oBw zYLam>SojO_(xC7~k*01Mdf0b66fp(7IdQ(yJ7WGi8*+538TBz9r);p?rt1VCPx%uM z5eoe6a))?3)6aRb#nWDO%yr%n;FS&7Q|}mhqaPbB(c+N)spa>{km;@_j!Qq6ie+xb zT#ftMu6MHI!h^TkdNdkyO$mX}UB)Vz%b43sAO^Ao6K>nU+2&5H7I)643CO|Ec(N8& zd7;>^Sl1=%mX;*XS*K;-Y&I|yLzh?jGB3Z6T ztm87B+#({`TX$cl0FbGJUnWsX2& zMFEqo8R5B5r>LP9iT{tMvy6(XY1(yghv4q+4#6FQySux)I|K_hxVyUrx8Uv$K?Zks z&OGn8*7-kcW_ovZ^?hGeyW3%A-JCEKbk$lI#ajw8m@$99-BV%rJ;NJuM=nmPnqF8U z@qdp?81tZ5pnVt5h-V@5qh3K_RhD|VG?@{(T9Cl+Q6a!%`wseb@;{iS@;J)9l$>@+ z$=fK;Vkfs&ZJ&pP`tb@Ow4GB{O^#Bpk~_L`mAi1{FI35NW4}}i^z8L>JuVyq(xi2I zTY|IuVf36GV1sb15;UkV-;Uev{IvgpVzASDn_uC!8DUROF}S^Kd;k`Tog5?0TW5po zKy{uw*D7V;;y`&DdIQttV|R~4RyKS zn#!Ua95^)C#2P-(BAYahh@r(nqI$8{6jaFsJ)-?0MXV=gfz>vXULya5M810he+5=N zOCPf>Wu2bpf|&qR5O9_ud@1$0o#zi{f*ufAHy3*j;L`eIg)DTCz=m?tcj_MHm*L6V z_GNQ`tAnaeMZgF+QYgl?@nhd5L?Et zpwtFRjC@~i|5go&EIo42yG z6AGR8mw^Td_B|eN#c>s7M0Dt&zs%LGQ+IcK-9DLoX>p5GCS96=_R;+B;oji|pT^Yk zihK;Nh3v#z1+Sb6mP$ONfLIn1!Up54M-Pz5WIEeoI&XIaokNz+*KoqR_kQjtAtbY; zsiKwyS{~msaRTmkB0+y8Pt+@y3Fao(S%@hM*? zrRR|^NJAUxyKUo;?ZL3BwA-TJw*cSbwOf^>(X>;^cW1?d54hl*w9#!bwQZe`Pfrt(8tV-0F_J7N@hx{cqwjJW=?d*te1cMQv0;6!r!42D39uj-AL6 zzmHDDZQuD%HY^V_!-ZT(Pr=)^XoR%|&x0bg<&@-?Rw+pk?nJX(JNy zzrFuD_lI%Ql}ZKX=5B8_@ijGpZq+=WE@c-GxX8EmY@kr!=yWAe{o(Y( zu+5-*{ge)kL^$Xh7&s*CcanP8=y#uf?p)VM66QPSn2-WomaX0!23gvjupk#mU?-~e zhH_7i@t#2e$C{+aZuLE3iR;yGf%&I$0M_?vdPL!Uq8)6{r`h|E-}q_Wf^8$-unR~=$!VI$w_@xgmCGFK?$(S zgn$rvaS&fO061!@Qmpol*aIc&$v=;icPS66pOH$^+gob-Y7OqTbmNlil_DZ6z%?isvkD%zXug{T$n_Id89q=Fdc5qEjerwuJ#=KP0ABo`^q3b|io| zB^wMbZ2vb3auz=Jjg8H$-4vkD#@0JdWb=sJ!~pkp9(qsOtTS{Z1H*4!pMbNR-Q+cu zZQfN*j;8I%RkT&n$?0iicO;RSXo!-4c<>*VUa?{fix02s9)lIAy_4h&W%#vZD~q+S z4zq1FwF~Rt7+C~31q67IzG^KjcQV-=>4PSd_d%7_>m1oxMRrf%DO$!b0 z&8J&`oLRl)#vaOEgJZ`t6gFhw4#t5v(7uHM680U9RgfbWm^Q^TA%@I2;l-TrG|!-* zCCO6QfuWzpO!~jTzybxvpJH+~y#Ay-UP^ym7>Uada^7nB*M4Q~KTy2Y_MJ&3I`g*T zFViKzXJ>kQ^GoL~6ol;BTsL9=7v5(vQFEZ1luL0Yw5Dm9F21>{Q{>*t=~6~T7Ph_$ zAOjFweKLJZsiXcNISQ7Rl}7qR#O%d@9v8Ca3l?!9RLGLJ7gyE_(<7||27PHkzO#v$ zNtJDr&OO%?G+u<4|JD9oa-j4rJcepc*YuZk{u9JbpQT7QV|Nz$?#zhMN*fecTiam47ZBG+>lXY%J?vBsf`!P(5g40hO*56W|V%+>gYH2oI zG3PHeGk=dGtiX>?S7%ova+@1{NN&G4i@s2oTP;}MTvBWyg$$E&hl#eOTFnG9DSoz! zD885UUrGOq?+u*nrPX@+F84C`at;5jN`<^ednc)lXA#ia*^~8@m^0=e6Rmry5!D>- zwY4k+*JW*0=YT>PX}eY#0afbSv#XP>)~GIu2Dp+et|{~D9Hd<8VLKaX+( zbIXtBh4!=tv~>~{zd*blqQNhPkhx$}+nBcF!{cjHw*$J}D#3Vb=iY*M4p!kAY(2%= zE=G{^p(zB|uZZ74%Qz=DGgayUG{3(#=a;*$TTJS0X{NafDvG_UptSMVtJagVllU;I zUKa_D3FPj6)=k$Mc(PhpTHNJf7yl{Qs~F8KCEB1z&M$1d&UO#nV@CI8eMzi7+A~_~ zxEi4GQ~t|8-pW5wmAG8%IJSY?KKF8Bkg-3wUr9fDsqb8TUR2_3VOL<36@RlECD(hN zR6LJcQ>Oq9$%QO&L#c6OKkCB~mrQ84K=#JLJ;-O9OwLmtobSg?X3q-TAY`Jw1L%K= zzot%u@4Wr4J->yr&dvJcxsgNI`r1qhs4IqGEj$(>wC&N{W<*Tm`?&jhqwbRVl5iaH zFs=N*9YKirS|Az7jJ5e-Mr54)m|k<97e%;Z(Px&o3pYhJu|V&eWr)8c0iG4qKMf{f z;9rXdjR=X?2c{v$8+@r0sGY$%b-pT;HV&e*&&qJ_gYBPgTp|5G|Bwy z7D_)H8|)0jGv8I%-TC+JQkmtmnL~kHR($O%(}KXFlg;17XWRM#*?&lb&(~f_$*_WB zseCzMh4C645OHD~bh>Ttw*NODl)w#iCfbJte{YG`X+IX2XV1vm^D6oz6BLYI&no<* zqvEMzKXd(okpA?pPa36(>g9hJ;f5Nvqx2YPx@2Bw-8;MLubz${h9S3noV;44o4rpIi%Ert{nMJ@cK66@X7gyt26;Lyr{ceILvnCaKM#a16 z<~T(VKFWzHaVKa6mZFaj^wmZOg3j16uvf`YmQaR9yLsQ1@||94TRlH#!0FTc<(7Gn zV0SOb^Yzkb6ABMQt8{(TlKOF~r3_(AqKbsW*{D9}#%BEcM!_Z1w ziQ`EpcUL>NN!tyz$Pb0Z)!A5C^D4LU{9fM1Rw=9HbkgO9L!+vk{fz5(s^}Y0Bovra zAt*M|iT8!6mw$4=c%-W%zstwmAUD=B&fHH8AT-IO zo?zN_N|rzTZlzYJn?axRnPqZ8FeH@X#+gyX( zwp$SEU3jqLp5*hX$~{}6(hZ&O!zt~_>nuG_`uc03%#@rxd$ku5>^-9E9OKy0apOl# z0(qJ10ls2HYJp!YJu zV`05AT+s~?k1SqxnL-YLgk^}FUY`afiN9RChebnmQ zeKdx5C_I?BDH#4feG4RU)rX6J)hO84)gtNO5}l{DY>WLOeIu*>E@cR=!Ffd8v_|1> zYbzZd_kphnEDEUQYAC0w2yXHfDyP>*TsAJ=Mo-FgjbLEtW~is^=D?X#{h*i_aKVGe zFQw9K5k{YgV_%o%T9Yq0FWQA`9xjwzhNGv0zY<0$l4N)os$sVJmwhPu1&s#{3SS)o z;D-8+z3ZBR#EXKWLi~NfP>5Pvv)4u#!_N6|Ar&SP_?^EM>vIc3O(9*U4{aK!AV0ED zfut;>BaM|+l?}5zErJ(TSl1K^3t{iSB45?8NZyQzo>k(4gy zAESK!^@%}~Ve4*U>tZV)gzk(mpxdwQD@uD+pH`R=mUks{DIjxh zg*(a3z&yc(AVkpBwk);Gl+D^T*oM-z8lG>;%#*Dw`L4!6s(o$nBsaT}A zeFQr?hop${BmxN~sbgSa*xu!9N+@{TeY~hEXk#$Zb%;rpkyRb%vzbd*QSNz}xih4b zD(5Go9+L(f<|-%Yt*@-tH3;LVDv`tr9^Z?@B>vE<9IY`_#qg%ruGFUOK!%Sr~UQR`Owg8bW#@&lo8=sNfsMN{N(G_NP=Pqy%Xw zu2Okcc_RZoBg-fcaG6+O!Fp{)>j<@$lp~?k&k=vWSDf_u2o}eaR@mNLLQ#PMsf0S6 z6J48hz;-^#=|$GaBB;%5hsNgLR7J^&S7auJ5DHEXc8)d_oHRTjNmHYy=5SL$d4yQ! z0|(sLn$`cV3D`@;vrH!0E5rJW)vDRH&n_1$r)Hs^MwJ$v$>>k8i7cdUrcq<%YCxCO zpy9MHzhb*uq`;dm_PIIg2bFM-Qn&c;SmIRD;A$tl2V5gLKGqG?PK0y z34I4UahvUKAP4dj%h9cAbmN{vO%d`t#ASy+muue znBI>0qu2Omp2j`S69u|x9gqY3_n-C_N|k#WnMfz@Dl+MEUk@Oh-_{BIfdZ(zE+bzp zKk7rbcXQClQkg*x*1*+m*?mBhRgUAQkA+oWKYB~<%>XM>NB{cPq;_XY zkTvmWuWo<7fY;?$z^T`RCd?V~PL=?|sHmgFN98M_YHLz&w9u<-vuf)Qbl#tsyiH z`Zl6ZHyzZbRTDL*8FZsB@97eId% zxud($>)Xgp-43$sj}^m87Zk?)CsfLd(MkV1$*AIyOO2G84COZTU6OB1@+x_kcA8rc z^W_1gRZ(_)Y+TpC@^D`{HW|QeY(fBGA!-s8!3rz-@cYq+mHhm>Z=+u~$mDh<&~ymv zu&8-Vsi2IwM#$m<^^?dz=U>Gl0|x zxRS(Qr9p*?nsKN!xUWNB+De}Ll_B%=E|^45-Nt6P-HHPakzXwF_1!&BHTvfW0;`-j zc4)&t1~T!JI%!FW+>q|oD#{V_nz}m(eWuK~+iN-mGCv3wAu21n5Kgq%Ky_LlDn4OE zX7ka~b2fMy1cX}6{3~kfdp;Y4f5p1LsRs~euJBJ&2@3J% z`A1LiOjThqhxtUz1*aA;Zwz{AKEQ55amqXW)Ig0zCr1~FD98^+&f`I1D6M(+cnc0Bqdus+=#}AsnLu3%`4-W zmrq?re{grVsb=Gi%6H`p#;M{*DK83wGit_lFnaI-F!$dPLzcYHwo`iso(rkJ93Xl6 ze+b(Oy|Kf6GRV*bv?KN%4t9RK{kuk?7GrA!iTgPQa37G7cowT^2>5Fgyl7WIe8iyT zE6>*@W%PFmxV(=*d`=Js_Usi&YGo>QQHbjn`1b9N=4~xczOpeun;NmFB0VD$6-K(C zNZk-zHiTz(jk@Mvm64zLV8|9$$p1_e7;poX${H>)`BM7JenpQT<|m(JJijYn_Xa-3|CH@Tt{46}Dz2PRUmU}1&~U~YVHBDEzEH1;oTf}hH)O&F(k04R ztTtRCXbcjOJg4kN4xcWM=CE*tVck08nserNi2@dBke>XghW33%In5?hBi|*nP!ZEJ z0@kzw(%;0O&&wcT9;_O`6hlEpv@-9D7D6S@S7QW_36U#0j%3K!N}nc&_g8Siy`zcg zN<&r*&dYZEvmSW*lkeAI(Cj%#q>bJ1yjWUVChMz|%iO^Nb#vN4#nf(b3D&600S-n}(VO#6#@z0MiwnWmgPufEu zhQ_(mD6M^0(W)qKZYYMkU%NrTMkl0u<7lJ6y%A#3c3`jpv4F_oVCeWZS@GY1lavYh zxU31?g71;G)3ZUr5&c7Ol;O@2rZQ|!CU$K9wCkgg!@a{E2B>=IIy+hl8Na-PXCMsc z4cLzt_9*PBA&{St#atz3i$>p$S-fZBX+hv%u@aF!PPvDLLQHOeVMbeQBehI@5u3vd zMy4KTy1%rbk`r|im6Nb5{#+RCQlir=Aeu}{nZ8ceP0k``Pn6!<@2q=|#k$HSG=gng zqV;Q08jr!2&f2ENCQanbe>yVQ;wwY->irfTahIg%dr~bfja;RakE*q-uDq193EWp{ zRur;cb3b3T$D+GRimkCR0Cu8@pCW61WA=zTFew-JsVi=jGTb#4Uj{X`6rdSXMV`TW zA9|?tgCo51dwnt}z0}N$2jolvg`c zk|1FW0!v9|S^n-;vd2nUwcRelgLdR=l6eCiZJY4Z$GKo-?1L!>3-4v#E%u_GeAIK@ zN?+c^m5W*!s|p}40g&&FZ9)h?f|{de<*BD}HhXxF>R1G4A|I2)wNx>6e9bH0v~Snd za+KCZeki;vJ+4hQDCV7ctJy2gm+0G@eNEE+aHj%0apw zd6h&=tB16aj>w(9V`r5p`V8pUucML^BK9X=11}Wa?`U+e8f|(N_#ZVN`Q=P)o5rxd z0Y|#mUG+4ze|q(s&_89xUliU1kV8r#ltp}vA%hRgVCPvZ-JeUtM~u(FX=|m)6`vfg#Hs0IUF}Za7tgHh75Q9h)72sA>_thVkzv)lWf-g{T z#PhTB!&WUrC1*qVR*kMV+!x6$im8Zr7B1_odGOG$YgRsNY)+FqGc6@XZ^t{8#?>HozzaV2|^Mk(F=hkt+BF*_Z56_phAl+Z!Ba!*0A6G*FHMvJ*x zBYX}Y-eO%siNk@wHH&BwKOxkLIf1b|?c&aDBTIV**x+e4=V3920MEr21uUvIw%y`k zy}F4w^niHhzoGHTT@}P9q&LBPYWf*-@{^3Q0oO${Xxx0KBYdXx8Qlcs(M%dcTS{Pz zJNHwFy@OeRqN<{T<0LAU@c{T3Y_Hnz64X!_O=np9o7q3>)*W0jqgk%N~f_cWPL z+$!AWXJkO0<9ZJ=FirfnafDJhW&~{W+#v%m3WeSCv#sg2&N!T+zJDg765%=(3FEe@ zfs%*2bw}a{Di64^MdzEx5-TDKPmbLMiuw)+*Tp~;VLp<1tw@`N}aAc0-Qbo^J>OsU-_2P5-9C zXHdF}7U?Za$3lu6>#cG4r*E_6YpRj++I#ZBD&bxe4l@e$W6y=*5Cx{K4b&gW+J?7V z13-*S;|N>Ef!0>yv>_(DQ;Q{G?XXe6o0)NrRolIxsCMBTqSy$FnqguA3um#l(&N$_ ze=!OgF;O>@?f}-UR)nZ^Sm7LZo94+Yhy8wyxK$z?Xz7^A?(AM&IL4C1d+QCfdy2JwEMQxkvZtXua~ zw@2QOKHa|kTex-7^|m6Y_? zTr7PH{A|MET4mM3+}A?E{vOXED5i|jm_>~`V}7Wurw2|;6_}oOl!ymPN#D&pIxg8d zRY;BpR>^RbSXgeD`nQm_jNoT|mSNCmotfUJT$Z3EGrIMW!}GriV(MQ&U@3Ly#VnE)|Hppf7jEQx!K@w1&!C1`Npt< z$W9JwJvRklFnCZ|#-!&QFKvCjb67K) zdQ59{UHu?zPLAj>iT`W-%4ymKVKdztWl z8DR8shq{}8!v?13(s{=4j6zZcAE%X%yxUWz-ZhWd^B;(cLj=mhw}lxH=g#Gn0x^?;beEo8 zc-1ISj14Pu<=$RYUN!O$vdk!YD6-+WlB5V@S8?7t|t8UuvFoavn(o|7b%>5Z`nk_`88b zPv{@lqmf8z{!3rgdtA`og~=D4lh6n~{)ATOhl<^>x`bZ(-akw_iuwL6**i9F2rGiN zOD;WB0b+CJAp4MW_whU?v?O+r!CXmDQvGotSFhggS1+fLkKa*TV6$F&3>00YB)yE* zUwOEbL=r?b(oq`7&UvNTKK_B>!~dw|Gl=`E-_~cNDQl}bCqEW7g4Q1EICgI@kz%XhcUeyC`zr>S2|^8{;G++NGc|!72N?4AXQ8rV5MkZ->u)hd9xDvI#LK z)|b&>uJF0oCIIH#*pF*Gs@{Q*VjG4B|by>|{vLh`5h%)KI ztMA#5l6;s%HL<|&#ja6Yq)gzL2MZNqK6pmzW&+9_ty9JlqV55x$uswTrZs!1Xj^;2aI5HEM<%4^HbD35vLzn;rMYiLl>bVG`3G!jtf1chJ<(X18Mupx zrfqEyWjQy8uGayLfC^|f%oF#*d3Q#UWylwiVk_>c5w4F9tw`dDRnm$@hG{^ z$KOhurKT@G`p+YZU9|-a>%{+0h9NhxvzLsSv-C%fZMl?TmWSvL#15Z!xp(QS=(@jg zt??=T!w#>Aswka5guSzh*(W#+C`|>zr3Z%$^BQ=L#Z6`zYV6$1K%tJx@p*MLPx&Jhu&hT_sZ)@(mp|!wLof-{QVuQ>zIA zaZ;oHw=Nbn)9tg&)3kUe#N#|@c~$+r^T(+78Egzhon`A;8!g~h>uUaZZbe&gWuhjpF92#sO7kju=*&%pyH|Mva;GIh)Bpb6%w%n&tw?0 zgF&b=n8uL#rdbuh*ndey z@EQsf{=sWj>Y2q(JY=?A!dTB%sBuc+V2I- zbh0(g-!h=6f%o1&x?BJpL3O$6lUJ;fz;6{ek;;mo`T|2YYC!ldoML~#h5bp(+a#)- z=ZBw{8Osllo9ynnBRs`L=8iGS+4GpXiaoZzG|xEzRY6A#n-9Eo?9{uJ-DxRp<_1BegeNazbPY|xZu6kAiR+Q-X zgkI|43)!v#E-(;D3mger($4)*w^T{%9M_-otZBFehSU5H59Dg09EYo3W~#8DK1 z?WzA8e7p>g1>_ptC^h?kjPGUd?OI2w#k-|Xuj)IiITvU2tg%3G2@NZ_E6!X`|1D$a zt;U<%r^!&n&yf1LK7E!jjuk9NF9I#}EV++7rv$;V&id7X&O=C`X7LE0uRH6LX2h{>GCquZ$JCfiX%%ClrTQ>p{~d~ zjf#|xHDz|=tw~o1|A9I z4w88?XuR1MdhT->MN^bf#Wh7x*U(^`&3e*dt_6q&jwZ8R>Ac+0?o4+m6feEu@?=`s zFJcS5ifu$JkhNgfhToQ4TFQi&+q{fGk34fjv8d$g4x3#4z)0{G3U$o{)$h`Qo#mI> zg4!VN2-1Er`>C=hGXth>PK#gKEI&g`0u0<0>Se1ZtHD`Q5qiMHD#(i1rpO`2QMiyF z0tt>my;g4Y>1<`pPJp_?nA&2$vjg}Rv@W7&+#W^vvZ^*kXBD{7Z_&|fd7v)1V?I>@ z40TRE;p*ik5Jd%9*;r+*E2oQ#>fqalah7fA2+~%!8b)SbVtgsBgr&;}2T(0avUAkg z;}rSmTLQd`=$j^;JKPW;04p{-Oz5ae8UYTl@Fh*+O+0m3nXE(bO~OFns*q5u-NV8= zqRjclj<&Cy%(hg~vBpaG_3Y;k%{~o&SYr4zBSqAvN`cK|9`By1wo!TNqOfBB!cvGY z!%!pO3R4P)s>0!P-{+4f4&MuM1hoexy>KiPzGA(i3V!|d5yBZH!>jy4k}3RBG%))x zn8I83eFG%NKv=e51On-Zi}OGN7z*{xUd}~k`da&)>n5Cfc#s~Bq2RPw8Bt5l3)hcHga_4Y=@QylcACAN~48YW)xC>1P=p&3p2spwMOWS({kb6}6*(#dNNjO#Mm zJ=oaY7q3%7tJ?#?p0-L)$za3b<4T>M$KxsX5zd6JVXn|)CTsXDuaCzL--@B`m0~`H zn$J8OYsl@#Memp7lgf4at#H$Yyb&d=c~c+rC*)$%a-zKI2o|V zrYIpaNQer2d*K97|NgT@{6q?7e0J4}3#^*;Nu1FiV-Ea4;5~b5`vN)|blb$>Zr1g3p`5`X=^r51WS>+Klx{`!PnL~EM*M{THW@K%-g zk#cEB$lrjk+Jl3GGeb1EMb0AD;Io8h0rP4`AQ#5c-r9K%u*)iyT{JS{M=77Gij2xt z;(J&wyK@S1d@CiNJh`{c7IaSlFyn4v5B(OgTOH56Kdr`_7U>zW6trQKV&&n7T0T|j z!L7~sRnvW1O|S5?u(LzgXBxV6L;SOvl1xQeR@dD32u*6y^|X&zZ0f1rRMX@|$%Pf; zVtAhjE#uOx{~$-lqjB=d=^t5*x&3_>Te|W>=r6u~^PZI(#+A|*-V7FUo!&sj+$gr&C2k2h`=#(R>e~r0Q#A@f_HP`po=Q zpI+?dW8>T1dmqUwPLUOrFiS>qyUf$QUm8odR0mz(j11f;w`%4k1$HyoF_;|w&fan7 z+?i7F9G|VO!^;F_fR5agvI0(e{pA=cg|QD*yDMw&Ou z(-o+`9snE_#h8<%xKNV}x?6QD2BygJ2c&W19`Yk^!w>VR+sSEn#I4c#s|UnTLnbXc zS4;VDI^YN_aqqYgzu}+Y%Gb*@_nt#yb8ifhJw8WnA~VM@=grPJ&6aZlqcE9PHv2mB zgDJ|)Jg^A~cU+u(MlkKOg?<+Kfey!oKMpJ2SrKtc6W4|Zf}pCXDq4GUM`b6hV`Ql3 zv0|D1TJQT9|Gy2Rk6U>;fMd^^0#>_CK0?whr6{ZK+1o)KpBA1oj%ll`=_SH%9cjgh zvpXe1(&wNk^JNu``mxZ5qvkwoF?*$y(bo2~!+mZzQlv!@OuigLhP{_6P z%F4|0A94^>leO^TM`OD2I zEfS5UUXcQrBzPaKcxIrbP{#6bF`&XbK+^SQOHQSE}sjY$W;P zHD1~J>1cfnR|vxIEAxFFquR-wLg8oPsO!#9{l7d$8$u9f_+;!zdGGv>i_w|MXy_}pyMhJ z8M_-Y+xXkDGm~`uDK|I9(ihnGk2!Fv_KuYET)rtEY;e-E3ADIKYiIRWLJR#+u2t>k zZ5nNG^nu2b?v7$t3(>b1_UGtC$$glW=@@L5!C}9Vx)=s}S*jz~=TDVYO*U@q_9tMQ9X<7=D?&mC8tMPiF}-N{C9dO* z4}89pq98y&Z@~r;ZEeh!ohrrM{}zsvS+4X@r7J;YyXmBQDy+ZjxIHeho9Edi3@#x?y!*Q+;; z+>P|dpV(CJX@2KNlqLh1E3g5;M5L#XL@b*+s!oq?i;`mrRTfUJ@It?*`jhB23Lw5k z$0isiDg5!kdy$D(V!y6wH}?2*-w&V)ZL9TPo%G{BfLzA=8=4&``Qr;%z^@CK(|J;U zhA(qex71plQ}~r6uJ&y26-&jnJfBFT-j4BKcQUAAlJede}8+ zI#ORmC;~nq31UI86w@Wvlq|upKC~UeZ_lB13TRtiz z9d2{|QC{kUEgeHRT&|L;vyvCncqn)$@;lEyYz~r-AhSM;N>BGgci1qMz^j8azPx=P zE*#&%E8BrGneunNQBKsKGwU1+WFLp6hlTCVO2NpQ`mmDvOPq3}T{~qZdnSLAReM4& z#JC(+#Y|~4RIn6~6$|pEtoUWm}t=V?mK$32Oe{Us*2ClDGeXWxE4OqYR| zn;lOVv<;%Z^u}uz#BoDgKE7_Q*kNzHWb!SsVqqr(D`;R+nSdKyG_#UF=S{Iuft|@I zB=Us>Qh+N#qGrAZ0EBw5IHpG|qN{``hElim9zar; zt!|g(fhq_*L1@ls1DyZ1jY|`iOs#kh6TvvK2IC`lr;mJu``SdXeAkrE)1}75XLZ)$ ziA9YVi=YRdXCd#+Sq?wPL-bn}nGmgNuYBcZR~JF!AxBD}>;^E$;)ffbNxls0GIDz= zYoTt+ddacPe=M|_%g4)y=A~a)tQ;sonf)B+b}`qk;fDh*hOT>6uLj)~%RHlRa1$m~ zCwoUqT%(Me?3k+dc&5`D;s7C~W((DIDMJ%(wZ3q=V5Xj&MsJXY1=60jO3Hxp(WNJI z)^pBLD@Or;J1vYIz_v*?)56ikk|AoWK2XQed&F3|p#H5kuAJj=^9~OIFeW&-!8-_7+(5YC01!LM(Tq$@6+#=kM2kBKwj1ivBtP8e#V;4Hc=UX@ z-ep{;&ZsprhFXCA?Ef>(fOW7eWQk@c<%e+k@F5IV`eieNB17GDCF>IOzV+h7TdCCB z$RAtU9SifA=P*u?YIMHyayEmLOEvbHS8sY{a6-6Z{$O}?8c(L*-63sLR>>;7-jm3& z1A-bYQ{Vm!n4(4Z?3o&ySb-mYQrPRtp-WLJXX(yx9rkx+8T5SuOL-8#uw0j;3@K-K z_(^($Xbi=>dv=B4sHbnnnl@)B4_sZBU2;S1L-&%Ge<=tt+NyC#&#aTgEjP7(U?hn| z-aaf!qn2pTn*A{oO+mx&rsYXj`iq?mf3rBcxVgvxoTShmcQM+4qs8@{f=#;Zt|PbR z;}dZ7oEx*_t|Ix9K;*l&vI^RXEPEnV+qoq&uYt69-#y!ThcbzF%MNQhO z&P~Zp7W!H8Hq^Z~$h=_jLj$X-4tOdu@4t9q-`SOA;#BqL4>cS8(d~z(45MoGP$mFZ z_>Xr@hy%#?mee$cIJ~3bL8q}cyUO&({Q7zI1lGDem22abV1l*NZn9WLUr?f zvwTjfm!6(h*HI>%6i9?j%L`We*vNY@#`Y~+9{kJ5LE+t9_A7PL=FMjoMrzXd;SIk& zzR}0ZfO0+Ro=m_9JbSOjFUTrD2)PXp?k@W+qAQF|0pu$vLKcDL>&s6gRubk3%(&ee zk#8|PoXkp@a$-(pt!uw8<750mjhJ-UxvGA$XygU@9@Ews35yTgDyt)cgTbE)X%1Q_ z*QKr?3EyE^YuIC906_$sOYB2!GL;*HInFJTeNO{$T+M-P(zp9^1g8~>dx#%2vbFwO zBWHnwsVl3S$O2&PZSdms)+=;pTQnA_FKnoXi)h3l)IL}1-AVbtZocum1+(#Q$^eL=w-tBn-3&(H{Dg*hIC8V{} zimL`6^~2X-sXyKnM+r)rRwm7!0MVCe`I&ymzkVouQ>0?tNFPb5d5GD&`=i6iCzJSv zo-S;UiR}mp?6g&(GhqrMs3WQIFyrKhrU3JLo9Fkr_(vp#T3bT5l@nEwx{9^L97{W! z%)Lf1ZR95HcMzIz-^nTj`b)>BH`5AkU<95 z%xs9dCJ1q2aM-whBelQtQr>%qhia&=|IRFZ---L(g`R&4m@6r(iy2NY<`C{3aEgQ^ zt_;oqOLt(6ZZZ&htVsJ)smFp(JG$OvYu~vLa#@f_FS{p@e}o#F4u;{X#`5P636pyF zzMIOJ7l+o`cc|d`)i;{-m;Aon=!y45er5Lx56|6-ej|NuDwc{&IoF?ca{erBNqyyQ zwNf6_sV#XkIFWK6cc8#jryf;ps!u=5f;r^TbIvUuE7U0FH@Z5yiPvGJTAG(|R*Nb@ z)%4L2WN)baCtvDVlpHVts6%ZdvGR_2S{wyjNWjE&Z<={mMo304o2^**Se&g01TD|p zOvM}ySMrvFCCmoy4@F@~>V@nRo)EhG;3pb2h}xtv#L<(7HC{0DG1nr3huVvQ_Esxe zpK`83KToaWacy*A05kmmqw6aJs%*BlRX_wJ1!+(akZzEc?vn2A?hZk^8|m)u+;oF< zH*7!}Ho3{~_B_vd-xKdQzh}>^duFX`R?MCY%bC;*gZn)}|3Q3NR3f3hzA4Exb0JBy zz26)xCW9P^A8|UJ#+9I@MNCbA<2LqjN9lM@OeTECJ7Zge&fw9a&B9Z6WuK6J#;o%zGGWh~{V`eKDL)f+YL;`Il_R)x9d;qD^5>YKN>9i~IJ+0OqXCjid zWYz;Qmwrw+W`A*Oq=CGd;pQe?efdU`X|=Ysq!oL9{!W`DK6KoCx{*vt&O0SDC%itzT`+(s)9J0W(rn#7%`&GQU{ z&(W9Ad|)oy)RwI_Y=mR}rV7>4(+ju;A3vO`!S5{?vcPe}#Gc`bKt-rpy2DO9FtJ*= zuX0S0^g#Px<8!83i#pxLp!MG24`V}sOP&vt!J0#Ny0)p;wR;^7z+Zvf*CkV7}*K>-7JlbQLwp<*825Gv`EqyKL5RL zz$NcT3PYF$YwdX~Jt*JB6Kr&7XWp|=r{ea^GB7l}*9~0Dvvhu(h?}r6biRjq^`vL_ zLpc8F@k-WDX;?+HAFV~Tll^mWjEgGxyt?tEVIt;44{@jU$8DTI1EY>-cMEqh2IYv^ z-q;yx9pm*IjEhef@a5WtCPMBaGH>>}BVx-GW-OS~yI?ugGW7L&(TS2U1F++g0^AQP zjvG3*44acm!*v&wD?Q-oXO9GY;nRo=hbUw%dW(FYu{M4KB6og21VF!cK)7cs0`TnzQx$dTRg5;+?=*~NECP^6% z)x=cr2ybUpRdAVD#gWAk@gZ@gl-q`FA8v(>Uhh>q5d#-+%?s9i0h*H9M})FsVeW{S z61XA7S;84GkgxfUKb8i#SD*N$NZx{z$Z-j@`C?BrS#%0IRIf7E$=by|X(#Sv9O15v zjIAdM_;{dcfLk^x@D@xQh0FZ4*m%~8YW2hI&yZP@qmq-Fj)S** zqUs`6IJY+++7ZoR9`drQ5S|iskCi{`@V}%LOV0CjTGS<>Nc!D`i4u$TD(S%Dz`sR+ zq^{!Ta)E)1_3$d-w4Co}z*>l}UErvHAg8)k)UmMWZ~uvxNp(Gb<0?;L3!7SvnTE6j5h#cwfcYqgv?|{#K~=|yu=(aHNW@W+O@~UIy^WO z5Q;CeiMstP?#FkYSEykui}0(w?CMy^1-2mmNjfY2ndHZ5Jr4qNIcLc&>lW} z52OO7Ph#V)IF^YBx!{*yPkJ09dpuYA---(L$Yy1HKR=rMwnW8eGhht%xH<1s!F6D@ zM&OnN{<3M$&?1C&?-)ijCCh@vHt9j*RiItx#XKywqu|AXWa%yZ>5qcm(~$q z!#|?Eaxl5Q0QMdsVD^o2UCNw;o-#hY49of$c@t*;1Czm{!FRsEP9u(>AK%yE_HMyc zxe{AHLbl$`z4urEBIg0qMQ6wFHEU@xJql=foDVSJ+1ORtLE-_)KL++d6P&i>qgm_( zes_5HF^*^68GY6=XF38sqolMEO+quojKgXt+e>Ym6MdhO0mtJ9!m7P0gda0pG%8kW z$~fGQ{KHh|N2rbg|6BHq585q6&dqImFB^5uE}G7xg0s=oHaEm-xC7n_`wxe_BkQcx zB}#j-i=b1DK@^APHbHZ3e?-T@O2sAyh7HE*)xfa>@}+A!x8!26=5=hO1PgpvKOrzj?%1Rxv|{U)I8l{X|T-lPxP}HCKIURg_1Bv z{d<)59FshN%1=h-T_>qw(~1R+xd7pC@+q{~Mc97lq0GHVFkfqEXaB(U-B~lb>mlE$ z;Hg|AP<*KLEA-d?`VHheTt_uz#^LI>Dm(yN`swVMAd~xa+)EFwijz#Rs}4WJ?T3cY z>Qim=jf!_^yp7!E@pD~O>ygl&;^{!r$J3Sr?smX|AO97!g6NMYVosImUbs})r$NS{ z=^UF8Q@Bvj^_!NHZZ-nPhSJK(a~W>stMeLLETI<8H(1b17}9Lx=$&-Q3OLNb&kOf% zQ_O7b$QG}FW+njZ^LhbbA#3; zeVTHwhYO{J`z__7cInH`jk@fD&0P-;f_K?BN#2Xvrk1ja`C>9d8zi9lM^Sf?q)UBk z^Y=1rt7hW!(;1l=4$r+v6@n7tXvRY7BL0g<{+=DF-zSO_Ci6pL4To?)y*WCM!G><| zAh$#2kFp>MlNN)9wh3}p$rbAnN-@rL`?|zSjvJn1$Su!39v>)7@!u84-y4YxD&TKXE^ik~g9^ex0cYWq>)3hR7Q;6Il;bcvt+Yr5o{S9I zES=c5Jo8e?)aBS)gBmgt7Fb=OC-Wmiy1JHTEL15EAOye2sXX@I*6@JA$L3pqhM-Af(rYE@L?i8Y(n);M|_ zs9oxZ7Y*)+I1}qR^uz4G2jqs#Frx{qiNvE2@^rI|&~~3}YtE8C&C*%5`EZB6qvkcU zs!oCl@DVz4A&n-w6eAhpgo9J*ps8WmGHfzpJV@%s3I~8JP73r22{fBwCFB;d{VQPtvxq{my364k0aYSetHzu!6vz`Ut&V z4_^IsTgT;g@|#iT>L&76I}(?an%wkRok02HCu`aW@fa6%t+^q<~sLP8RrNoy!GByK-9@l3Y@gridW^h7vOT)4sdbNpe=fc0EN`g z>GnSgVQ!4^FE*rXeP1sjwBQ`bK{Zi*K?vAC?uy0SzOKomD}$e^+1>k-Xil?Cz}?J& z8bXt^7Pv3#VXZ`)f)-_zfxINr1yT=B&q=21_nns1dW2D#(Yw{RKQ1U)u$$a#q*Hp7 zuzwQ{#wO9A*SbtH^2ZA4h0Y1a)sO+%UmTl;)CkTc6iHXrvmc+G!z(hFang>{4SW`V zHpM`-BLN4_mX^W8*q&{YGa%UW`k~jv(-sKmVP7Nu=CU%H*`YF3Uel9r`x0Z{##X58 zIJI<-w7!4N>M!D@?GHFy8?Pr$bnzdsK?JWrNOL_^`y^{r=4^&ODT4p{$ej;VcA=Ma(Ry;7M9?L$8s-Zl zlq||mnsTb=Z_t@}h8nh!0(}VwCIrlQg%^U68EfP&--njPg&ja$uARWqaoDiA)RkwB z(T|98m^JdQ9Cde5$4;V7hDf`WC+~9`j+CD_i_|jP6yQVB`k3jbb>%)rhHUn@LRYA^84SAH4RT?msRFvIduJS#&1wE-EW?yae* zVNHob{(+pl>OcS#?u%QMQ?$IEYm-M)d0RVgV>WL`_BQ{XyU+=w++-G}-2ZXx5nsko z#6xtMn)3j12*epcd?HF5(Kkh78Z3G^uag3QSxVL;*u`PHD>gnDIBlYsc`RsaucN@% zmD6)JyF3Ap^(|9pU1_!4r_i~Ed)A&9aUPQ}$?!JJa8Q3~44fw)8|(`*@dEo9tZ9RNcbah)Km&YELg09xf5;-JigSO?J4nN>9bmfx}UxSuiXKa zBIMBirInUBrmAE-joZ(1PAEN^I7=~_T!XelEbBc56zGEe;p3MxH*8p}v%53hgxQ<# z=gc&V;^rW1t{s;%SJq8lL>Z;ICAq~-xJ07tFPy}wufsB`v$9{WRug8#RFss!+cG)6 zWXR30!xAT<$)RJL$$o{M!+w}!Y}bV3MoRfD8|k<8#Qp&U?*K{ubeTaj&KlthmMY{! zc?r`M|H$K9mlLdPR!>7hBQQTux;;c}p)11fbju1tsn3=0g~t^l^zjc?7n!5wxkTX=W=#vGnJ?`c1NDOZq#ihlkV<=s`>Hkt*$#?Z>L0 zYms3{6EPn6n9>vFotq)FuZ4Vq3Jb~#Y0U7EDqsryx;8jgSyvS-SUbC7vM@G8!jZ&n zjaazZu56kbgkRKqW7T={#5W8(_fJ?eym&xt3tQ{TMl#KGw-sc?IIg7?@cAKXL1{t8 zc~vvbMs`4EFYJ&srvN_Z%D%wttk>g~I zb>*&=NZ8$i?4i5tj|HYn5C%mQ({+Bw#$H!m#^RK-yY8fgZNYhmv)dUD!M=n&;{Uc1 zzZbj;r_Dy8vJ$xSH6iIoXNv|Gfr55FFnlWY+rFv_RqK5=hP+8!tAf`rYYH~Q>Z-u;buBPe&R!~mYhC`KbaQJW) zauooNrAwaC0A$Pp_vN##>qv8Tky$NmpDW^oDa*G1_UF%yZ9KqXkcxwk8V1}kv1u?% z4X24BfF3$utE7DvK$}&o@8144X-BCQg$eVg86ffJ&H+rm$yXkzXFR;;xTdod-1Pyz zlsbZ#Kpm+_cX<9Q+@H%(%fRKdJ|Le7_{O-{HS!!k5^Js2Y+a+3^D{h#{qk{eG!Vih zfk!}OY+4z9y$Vi1pF}XL(0R&vZINMVH7fI~9}(k-?qjq1oOgT-G9EjBEX(uf<U`6`2CjBTc8DZhEe0;4#0e<(-E)IjX8+*s4MOfUu6E%`J?61J}3p z&Fshv3di;P)y6Rpjgip8j54AJt{@I5{rHDW`IG8% z@UNu`m{^}VeTbwEOPqt{JucI(uNWy`w}i=L0@f<{@3s1~x!5oU_j&*+<>$7AyRtF& zlDsxSl8TTIB50^Oys1_+KxsX6DNUWE6uY+W^d;!@>V?wHpm8d|2l!X3epxV3_}GD9 zI30h|L@w}zUd`0vSc~j=*BM{=@$UoZAA9pQ+$s=Aw@5`iu~NwU=_Rl4+Z_BqZ<11wXXAw{uPS>ynEqL;2K2A zadN@S|FWKjcOvd0-6ukw^GLaGDG3aZ_nN(a&uXuM783!*Kn5Z^;F5s-9J<)|ZMxHz zo4G6NhM&MSzrWgO(XSHp4s+?}L<3?pSWkRz)&`!01IGVaujQ;lAkHwTyy_)DL-16^ z?28~gAy~7NWMpW-C=e~&7D7b(l1+w_q8%wsU!Q0~GD z6oLO^BISXHQP02;o-S%-%Ys|&iV(C&53kLzTr@_83|PR`6_+Xo%DzG3WT{@hHZDWO z?KK9qW4)b!H&qc~39_Jqy-uD_;N&+Ff6&GWc+~K}4AKlp7YbeIH*5>_(tm%0vXG=%=_(mT|LTrd+kEorv$UKKGkH1#!`pz0AT1P|){5M- z54QIc2EXBgiMsyY2v-zF4yGL!=ID%iWY7vmSsZH$Hc2MyfA0i`qRHHnmS)iDEIDa# zRWJcD!MY_gptl@=j|S99bfr=UIX;}V;xc4+<1PKuF2?aVyrDEpnh3_SGN(v?xvmNl&#VTr=Rppw0>2BmB zx&$@@V zfBY26FXnxNH#HH^oOe@@UPxbG-&g}MA)J7V73$PgzUV5kKs5*`*Xbh|TN{Hu3z&JW zHOQYoFSepq75sWc-Dq6Wv#_eaxW4u|wwj%5$6n?!FITrJZLmHpQ*SIsG^{}v7M4Rt z$F32oJ3;uQNBY@ggj{bt`ql@P|Lsfk(xA8>r+ZKyFPi?ib+>Ub$PSn%M5^%*X+l=| zAVt9iw~lfgrRNZQkwbsRlsV-zaswgonmfSzmjdwqNdvrpUr7h^YFg=@(yEQ6Px-TM z-#3rZv<6GYNHro%5as{KKY4_zIapj+6Su0wD}Z}0jPTE0B3Rm;z%pDv`2otC7g-T~ zDsjjy8!}nv^w^K&n_E0G3n$SOer7W)o)DxOEa=R+_Czdh3@A z@YG+0f6*FsOnq^@>aW3=xV}_{e2eT>dG(g7a7VPfV3A7a#V8xNP`H43l?Ir`w?Q0P za$B}e4*D%Ggy?2aV$b;&$>l$mEnO*5@lIWnWp=N4#W(8-Ih<~9RA+Da)A0%NTVHoX z9^(E?-QwFUy^HqrW7PYmZJGrt7u3nURokW^$HG4!qn_VTaDAk+Cxs_lC%l$mH;~e| z5^2=J_4)%OKNna&fZ_7b^1U!Gt;@QcxvnK2lSV6Pg6|Su9>F3@0Ji7F71+LcLaUe1 z#+rAw-?PN2mf5B@;uaqJOG9aE(4Q$LXh}K!+1GORv6y~YM5?GLGOrTC{O8Uns;TdT zM*Q0(&DfaqanI;ZTjzM!+g}th+qK+w(xZfK*DdPI*@lmfQfTChOF`a|Xcx0_BTce5 zS;}C0H&5M%Y_g!@o`&Y1s_{M+4p$q<1^0g_87DB@#Gwt$H`RDPU7?=VoHgCe1?}3O zfH%qiZS>TG(1S3xq++N?s$}RFgIg6;%_QYnhE?(x+)CQ2-UB-sP)zDXJ!a901FPJt zre7AC=NkBbBv;vjfT+vJGcy(fAATRACR;}^27B%Uasu$CgU+&(qarw}@ zP3yA_N!TiXN*V$b^#vZ~FIqcI_g+JjE6pSk1>K2{*ORaUK}^1zx4px80_r z;Nc&xG+r5if+rl`f++rD_`7Ij$@VY21@0>a#polx1Nb&X-i#2&E$tWeim^KO8K(oO zx_Tw+546}y*5nxOAJg^||8TyrX#0JL;ZnY0LnP-U$Zjp-@o@xJTl6F3&uafsmX|X> z>eSu)o=S@UQv7a03-42*7t=hizDk0b+@f8IW*s%Acj;zS=nM!OQ0K8-bpH@Hx#CWx zEOi`L;6xd-rwB=An%r!A+XepEKS}=aA4~49ZdRUoMV82aad89b*MN0{WnLwHQ8%2M zEH#fzp#hppN?Fzm)Uw9VcK9RkQ}b3E#(gvVVuZ~~g9qk_SCR==CNk>38>?=b=F@H9 zHf;lX$4@B1fi)bNBlghF@f{(OuQ4S(O^3cu1oN-9{dA%DJ?G#ioWD&6kLDNOn$XV8 zk%;k%-LAmRhXM@)91M2L*^jk##3>xvNJaK85@xDs68Z^O&oHVT@%x)omeKDr2_RVc?f#(T!#F*TT zfeGm%Ot*#qAH&Au#u@R>s*^!>B3XT0sRQ@tl7s$z!x+e@>6Yyl<;@$kNfQn|08WOL zum+!zn44Fo@X+m|!^!Il0x8Gl;YiHzT&}IbbffouUs6#7+O{9JtV!6~M&LMbdq?BfCXjsc zhm7;<^dK?u`i61Nh-^?x7|fVc znb!LGcbd31;#>#jX(N>uCR8NrKanWz0=cxpIfq?U)a49u#&1tOIyA7Esz^m6N5{sD z?nYs=9z*TJ#*eQR0kU6G<_mFU51%C)-o9bgpzQ{zq8%L_6lOvl%q-^j;e6wjXx|Q~ zKX(y$4%VK7H~G)vwfPQDNfhRbN?$b%$5e*U?L8%Y2Gl7-iX5NKa-rktsuG1z`|x_x zgZTO0Kk8`}`3iD%ZbIC4zIzxt*eE&g!dO*lsr&rcwVcjH`TDwC#>V^7Or>9AD&_7h zt^&;c_4W0|IG?Pvw9y?Hc7hIb2NSBMrOyKmWp_zy9(&u`Gm?fhg_vxO{KAxCC_Zh? zInk<AszGB3x=I_z1j*?AOA6)Ert(*_4ER|=FNY`*~TD59Ca0(LsfqM^WJo%1Lar;~wa@ zY0X4qwCXk?`}6Cr>F3^cC2RY6$&9%gjn+d$LsFS(FP6~F5-uAqw8Dz#?tM5gPl=y# z){kGCntbb-B6!cC#bqlJM^AkF2O~!s(wkMtAgrt#MtxgUc%k}q>o+YR3lH-` z8?fH^hJR5KeMeEQ;MF~K?9j0?_0aPl1;$(y-YZY35F;;qX6n*%?WFGgeqK?RHOSDi zRz<$|lBr5C2xV+&NDt7F36NN6el}G4YDwE^kv}rb4T}#} zKW0xVfhSgB|Le8Ce&B$8g*~W;FbO1L!JM z*@DZ?H8gb4<>}xQre-_@(vEW~ffV|7d-ltG1u;nUwe#igNjEn)smz}*mWZJSE3F7w zJf-EuedYOoAYHxkL%Hs$EIhCSM*9xTb_q7=frB@_(y4MoZv2t(z?^Nj0)k)*Z%Yl= zAvi#ig~41lvyRVFE_xLd+gfJ)F?wwn9t8ix-D&z`t8ELWgNO-$jFb_T zpg3o~^!>S+SN{%^e{=w7czG>3OJ-1cg?16Z22dyt)LEv>i~j?t|LXdJCG3!xLfVld z!g{@6pxxo9f}nO6I57dPz5j8q{_2^f*5(EpZnVh-bZaAhZBzR%U;_I7t1I@;z9-Fh z4g)FFq99Abr>=m=KYsOpVdUQujK!ki*zgX8S{W9k-K9v^P>Ip&0*Lqj893A-v>a3m zxY!A#IwxN)ejhgZ16(QU|8lPVJ#30FT^zBxy$}HZI6t-4JOch3{{QOf+kajQ>SeO@ zglG54xJcRl$AJHOQ2sq29>u{OjDnYS?%=$y3HvfHHCx#J98TcBpD6zva!8hXL$(h5 zd9^FTs&_B47Og1^@T2tp-O>4bVAHhFEyVdNYnpZu?7I`9zH7t#!5#a8Rs)Rxdv`_Y z;?}v)t2{6zIUuZ)+h1txsfMWaTDZvn?W*xc+~{5wce~&>TP8pwUjMtV^Y?-vE5&OWvJYsxaq3V(Si$#a z^Z-H{{D)WmSKkRu6PFAFT!5&Rf6D0qge^pxzl)d}{XaNX*0S$bgfl3YWBEyQWEC|V07Y2cg z1wZjVMXm4%!5{NTMckAx8&~@|+4^t8t<5%Ve+=03M{L8D&C}?h`yYztuMXm+dDf{i ztnCx?#s%qL1V@2DQ97MeM-Q~u-dii`OkAa7)aXO2bZv1&z;@b7WH0ea`S4Rj%%BSd z^|hem9m?$S4U=#pgZbzOi+Mglq*)6Sx%di9=_Ch+6$9y^}6&f zY+QHW9%EnIU)k@GZSkHwykMLbu_IvD4&j+Qb9JHv;<&$B*1ixCKj5@d-PkeD?yWgo znY7e56o6uEDuNi+x9f7>NhXcY?bRX|>F=M97N}~14#{IbK&%v>)J|4;J)dbR*aH)`zU=96%l>%GoVS-T-8utR|Cg!YP6%2H({AP{LPZ|9 z2A1aoK<0SRUH6p`K8wbQ#QbrU_DO(Cot$j=0)oPE>D@?I`3d6n7!kQl3mhuU!Wko% zop-Xl_h-c6=6iIfwgl{Or4|SOOJ831RZk{n>@8QMJb+hjIS5e(hxRcI{eKk?X>bQpdT*2b+g`B(vLlCmw`S1N+K?LY)gM|O>b?Rj;3=yTCgK^**AM`r<*U+uG6g4cz!%f{wzx?nXE{N4k8$3tFegOKF98T0sId9GP&%}0goDxJ-Sz|9v==3f_0 z(AyjY#6F4qxy3M2jvV)UT=C!}hE*+m`NlyN)eSf5yYQ>=xhn-uoS)|u8ny!@5UXOp zK3+D8XZKcz!a&pWV;4>i*VBFhw!BTFI{)j? z76Q)3eZF%<`s;e<`&x@_j{~R2-(HOx4TiKh#Nr8m=zRZbOZ;?6>)f6mH>M54M=ya8 z;(Kc_u#3U&!k}g%zcPn`F#^?=D>r(VvPC-w_}b$4p%wr?Je$Tx4C2V`{zlIBMKoH_ z{MBj?HuQjlqh|z@G{z&gf8t<|afHLj0l__hms)CF5`kivd-;3XYxbAUiE)~IV>99ZBIR84$PRWHoqUYV_I*?JTQ{F& zEj>VevUp=E8P+e{&&*0W<}7zbToe_EvgZ_}z(#e4ditoZcnu{u3faz7)@Mmdfa#K z*|i^Klm{iX?6kl7U(C?5kGrrmUXo|GwgA9;Y_#3%X8Pwzq_a5&6w!ePc9AHO>$>(b z!}1L&XqiYfX5j*|8W-%TQBkG8PL{g+c_8-r@ql^Vc0jj!N&3TCEFg-F?p$*vyk{|Y z1J9jf2c{QG(^VWZ*!@S+t#JHZ%`xco69uvxpjE2UDBk6IZrh21?#o@jHxk6jU zRv%{8RRv+2Udg!9&&he!BnRU?j-QGnI^{E;AXwsUo^6_648|5ku99v~)C?WihqP3E z2OE`SZ!T=6;|+!?-Ca5`4s!w>`ay>Ec3^zX4KHx48h}fmqmILMC<5O@8+eJn7 zFK^sznUr*?m{f_BWYYU!jeFG65{x-31Y#~)&xgy~gu{G&gmN#x>lhWKfoBkzqKke? z0^xMKX-M1j$>ugFOs%Gclj3HUu9=CE@*qfulw6AbJ#70DnMK-y(xKoL#corYVN1+) zK${{@O+6}eT1ri7Zo=tT3BT^aLrRX`lA4;ICvaa4f{C$Cep-#QDYj1}@pUoDCl5Nh zTz(50R7pOyBL)5kqhq;vCwsEQwzhK9ZKsz}$S@8QbLv2y1MYUY=%*ZrZHM=C;@VL} zV#l7IFy9_z&*`-R&Y=X8(chQX8m-q)GB>ZS{$lc$vXYlyd^9~zz*h^>`WD`NUdqOu z*80hOSMwX{E`5YfEn|d9g4dSRCgJmN{LFy5TXmdfhF<+m*GeDi9<4a*X1(WZgd&Of zQp;gi6jJWqLyFgtQ0mn!L_(lvdeoBWmj(gv?s7D`$mVuIAD#BkeXwRi%Jqs5b!l06 zMyu-Cm7Lxw`eg0yJa}(xZ4sq7?$ zfLFfO2l*k#XZIyV0jGYr=C2LbHTzx0!o^dOpV3%5$Dpr7Ue z{yAW63Nc3B1_cqyk)HRc&+5sC#pv@%Ah~)YF!kug+d)otsmcyWr}ODKG3w-Z?BrQ~ zK_H-b(H3124*Y9&Eo9kQbX*OmfKPnE!*xRi2ChBu4G5R~h(}{`ujOU4Y@Yp(bO;Uc)BkROU!t%FDp*-mWvqxf$MpB2&Z*CDUKSXijLblKMtyrj84 zw*du%?CaZ}y?H~BQ&bBsW|dCDHOq6F5(-{uk(^2zg_#Ci>O$oJ&%>`vc#0tprJ`=(Ksc1 zY6~txt)ZR{vaJJ^tC|V1B@aDC97uyQsrwtFiYnpJN{V^*v_s15m z?K-=K5m-`NzjxkRqGFXqaLkeZMM|F3H)mI<{5!44;Y$=6n6>iUMgSs3!bL$juVh{J za#sRh&hIV%s%^&d5>eey!*2ZuvFe*nxQ!rS7UTFyP_i6#*?Ie=4Prj>$A8|YTXh?C?{bDe!cU{7pxhs^_w2-pmO>6@#d_e#{$- z>G&gT!1U_Gw9&CMk3F}Z>NsYwG9E=j#CX_uy_Bzrr4v6K@sPMC>kZR6ZxZ?x3ju#{ zDG&36rcI{!GCif{)U*ZorR^XFCbpw9Ty8W6lBUb{_W`l zaA!Cs>n1qZ#$<$AqvcFoTWj_X?W?l#9V#d0y%r(>WhpxuiAz}~?;7)zsYppLj%+kc zPIz$6grD1LiOSVfBbRaI*U{}Po?L%1$2xg-Nv0ba8Ohh~!bcHkB*agh^-#o|c4Aia zO$Wu2HCn$I;-k0{uxbm(UNgyH{V5`Ss9eo zhb1a@?(swFZXa*>T)&$t3w!1OAa;4AqvI`4`+@qZ%s-`K@CG+%0m+KoxN^j5oB5+J zUaYtUkF=NSYwiRjFX^l1fw>lCOpCpQi?{!XkvxV@?p2nm9W$l&b#-?~IX@5b-dqCp zqfC_?&&t+)lRE%@Iew;b4g_;kVqHu8x;JSiZZ^Fxyec8X-+QQXg_H@$y)R3xcbj-yL{$r5nEykDQe(Q@b`@ zE6&9M^2?p=9&;8qipla=LF(4%CR6*PnudCc%N(iQ^2vgcg+XFjq(*y4xHHs0d9F;; z&Gl2l+9f{O5f_v9<8Gjt{gBB4OGW-x&2jXm2yi&jM##CjU5?9=>J$r+V1+SX6NPKE zQW_7XG|l2O6QZ!Myp_?`NOk!|onRpzS{4RryvNED7XAs3T4+zBpt|c;$OGZ={3bOv zSc2dY^}$1N@b@`oYqOaqbwXmv)D-a|ai~rsZQ$GPn)U5@n{i(E2el51&&UX*<3t_C z(>(#y`iT`GI*qJ{XVt@b;5`(T{m0K!qyCxLNFJzBcbiF=4Q^E9B_wp&n=irJ&fmua z@;X!v-|=bIFYuTiiP+f;vl4^PEMzCJ*|n2gWi#AcRSW=}Oh($f#(WUhre zy^Rvv(TJ%hMU6~mAWg85?k_p=o|!g@mq4o2l)al~iR30#8(5!<;R}1D<8etrg7`Y( z-}jcc`iX`k;OR#CJCM7m!I$bw@dcKV`Ff?jqbA zcsI5@t;!C5F}PZC(0L`+?e`lF5p~A?EAy~0d)ag{S@aHPhm{m*@#XMZlvYJ@7Kco1 zH>3R9?)*H$0=rVSx#QW?SQk6Q%3?MV=jKru8N z!+UI36dqN@#CYD&CYTVsv(c%rp}|gpkr|8JLjBonXFMN_BxWBn<~^l zs93YKOi*-ad&pWuCIP|csK~;GXYr9r-yrjXCf`Uc@|U>A6Cx2WxoNWAt3@-8_sF=F zB#<%Q1BoY1JWMH>H-_cKSnGNMBCU&XvCMkc)$b7SoqOrD1S1YkH3m@>e#SypuDr@z zzkhL0J7U<8pXux0xyc<8ud%*SO|LRCS^McQmSHl;`_l=m%FQ8_$m7=k7)izDwppJ_ zX&Lr*`H@vxyFk1LJR{+(GL&$bFf_E!c0U*+(7@}qDQ5ID&N%cDuG|bH^x+f5JNpmO z2DAYtN(5*NM?Hhz1&{45*yF77eqYPSS*J#LI*hwVtMqq|%%}XK7XB4Y+23ZF6o^N#7;31vJ?qsEjp<;uvi)9i*>09%aBqL&{lPjNh3GGni7AwvofTn7Ci*3A-2&+ z>ru8yTm3GHpJ74Lu=<8ABD&N8~^o^rlY0tlvGKdhj$aBpL9V zk_mA0&0Zar9PP0{;n5DFoui`#wevp17a z;W|+BQ_+t?a^RVL&RJ(`A8s6Usa>?+;rF;GXSb9&dHeo87}7p?&Sbn)1QdksD@_hp zcG5GvT5M|7?WlM1Qe>b1K(k^rss!09`IQ4c0nsSzOFXJ0=A0{j>s)i`v*j=e6w<=S zWUtRZTi}`?q{OhhNSYS>Xv^;0?$Z7k8>N0y z$Rf9E@b|2FG$wL>|0}@VLv%+$Au9$>*UBte+n-Kr8*U;i1ix{AOY+QZeH9q! zBhVlTgd2uuFwgA1mXzPXs5wu$L=QD(G$oVR)jOfRUDh@--*-(8X*umxDG!<}UW9&R?LPTTi-T>AIrJr8P z*?OP2^3{Idej(Wg&dHw?uShbH*q9-NCGm7qI`KWDwY%`c^ba+v#LpOtHKYjlk)Jel zW|FwKH=-xEr)Vwlchkj|^aP}vRx6*dIl(b{cX7aVmaMYQ=^$>io^0R|5(p}iCq30u zL&4XyDyVFY$PDK-zEVdd4}4sq4C8Jc_gGC?36-MFw_F>vOG2z#M^+B!1JZRO|EaQT zaI;4Mo(y?vl=@?f6`s^}CwYhC=T>4Y)_ZKdb#(Azu`u!!);Euh;6a-`Ozqailx(^v zceKZCzbyWinM$_TGlX1VmIWKd+lABKnLA#d_j&quQz!-y-xkq>nM$W9{;r;I;2XfK zvX#tb60%V^&xHFzTON$7!;u6fp$W(j=4fUKX*Nb=WNv$H-EYYi{G}TD*n0+La9Az0 z-L|6@wB=*;N0H^1YPwtOP>49#`hG}8HtkhtC2q^tfCt5yONeJpHgExCe$4UFR3yS8 ztTn}2l*ej?U5q!>A{x~xiA7iH?GqhKk(D-(k=ZcRcsoPJ1+ysC=W-elbsu?@8NeP- zqSMShe(cyJzgi&~scb$!o6RQuEDs>OQXwCdvs^0CV~fR2D){6_Y&648At@I#M+EGH zPA1?WSV&5!YjaKEbL7J!&*aM#I%x=r9YX~LL}GY+q99HUv0+I8Jn*72&}?odD!uLN zKw1GdGBbL}@}d!X3@x|3G(Z34X!A_htz#h}I;+R`EucI|^X7KlH*LERk$XG{S0?+( z`Gb>ZOb@N$rE5(Al_WJXa@3vO%c~Ssmr%5rvAZ!_`W;%sGR*7B2ektK9H?2c%Hy+^>Y zzwo>q98noU=8wj^=~2?N)>B-&*xBNL2iX3lw&Os@rrwwc==_lV-e-*~VRqD$OPovX zDf5b?QW}{{q#`KlxsZpn<31!@7F@?+SSk;1kcsYB`8wbre4N8AFs)*H-tsM8Nu_J1 zU^?G@xFT5Sye471FmBlVYi59@ zS4em~-AshRz=FAzJ3{b({b&!0^U{Xg%s!i(a&0Ve*0i$^foxpXmv7p=?vESqcdXd# zx&rjwna6bfxzJW@yV|z`kDHdey87F1WGn|(`}mVl zq^ZT4W*EXg30)manVenu$!xNF@US=f>}VG>NaqXvcTF%Y?!gXcuEXAbvr3a+$Tlcp!8;h)f(!{TpQg6%rM-(SD_VcvbivLz-I*yMBhv$@rZt0uFXXw4y8fjla5eY^;s}Te_SBGi6nY3V)AnMQ^l1MbE`rh9~E)N4K;OUCt z=MAW(7x=D;uF8M9Cw{mi0$(_5?8;CA%Y(!{b|5*wWLT4_fvokOWccREKw6r1fL)P= zu42p(%gV6k3rNo|Tc?|6t3CvCP^DCHXH+eGf-h5Uzgj`sQ%^(K$bb|1LHWI(R~t2_ zJ!qcKX9)5}-vc%!glx|IVk@c8=Om5U;N{7l`2ijTn>Og<#_bOY=VKLn*K)FaC)o_+ z@$eviJrC59X0LgXJ#}@a0U2S^-&>i`9idk>)2ysJee}7cmkSyUGzDbi>aW?~Lee8A zdG8T&4Qk1y;APctSmklBkPZZ_c|&imX;d3t-y~^-O5O_Qb`f=&jB8cBeH*K(vA8C9 zCRb3)H$X2%hL%Xk-H${F*J9M7`zBA6!L`OO#z2w_=Y{zxpFrERu2v*3ZZ@gI9?h@x z_GJ8EdlUh2<5BQ0t=H)?&ii=pBzXrNkg8{mG{B zCYHla#ILdeR~oJRl>O;034Br2s9zCo)^78!-+A$)gcAi|lJVY`E9oe+RI}Tma-p`E z6xPkzkXw1E^9a~6FCibbpLY{Fi`7!dXtr9ja5z~#H25F&xvc><6<}!)1T=aN9D&{0 zACY})m7X81>MF}p7MRs~aitdi4r?VNZ!}GM$Luhu5 z*28={%ZF=^+t=C{7Bt$IBd)x}Z)KWQ!}KenhFbQpdMb?_HCQQ1DW=bUoD5VS-TBTo zU5LCnk)w6o8Q|;YZ^)^J9oteCoF?h~$iTt&@DW9*Cfc>erUVHGS_ZXlzcfA{w4OQ~ zhud-u72L|scF0n)nl`>@&*8hj^5n|0#%R&{$LX}p?A^i?3?cg%g?5%>!T8=C5hL;` zhKhEKs6$hB07;y>_1`~Bzah)7u)ocV`fkR^3NufvMYqnE0-2JHG;i`LGP`5{o zj-sB>T`~6buF>#5{645a^ zMK&%s5WU_VSHt))_`GT*tEn-IwP^x{ShNe;SAfz78QpHKQVj}0vmfyYT1+iRU`J1B zRmVX2`Br+S*{hHxY0ppW@@F96$m4nd0cstwDv6(?MqF=|0aF@<8G#+f!&7)QT48aKzL9D=*m|J2N@Zr~bjZ0<$|79T-iUjUcURw6 zAfKxvyR_|*c4*zETY)FI-9aeN~h$aLM z;=!S|Cqj9Ytj&$UPv5hv83f`=bWmSwQ;od}7Z}Gd=>oAH&C4rg|iIBrw z5sjb`E$Irq_ZMv&4ZDt%N$Sm?1eQTYVu;mrk*=9f?cSCyd*?{`l+44G$p~{c>BvVg zapV~1C))0(xD9k7hK_tw8G;4XybX7cL-^Q+wT^aiJ6$FW+5P4NzU=P^d;me%P3 z0Io9sJw%(#-sxKg;MLo$!U=Tn5dU;e6D%SDyXx0v2s8TP5t!msR$sCZgM|AYdOAGA zK?way5eZK%m^}CpF*)l&OGNmE-*#ejc=={W)ZX-liWVXQRWrQZ-*y-c!z=Wt*b18M z`FX~mq&l5n2UCHa)pE?vgsy}d1ZN2tbOq%l<+!wV{NB<53F#v}8^er!&{o!#o!zgQ zR>W-%fvpBo?TZU954Z7O4~HiK05h(gluho|N7C3wat1ETjd6~!zmpEEl~?gMZ~B+( z%^TSVc~7s&{kTG(FBBK^WvQmCtMRgR&rO26o{QH(fGX9UWPKt&7jA8#ug_7T&7(YC zSAjd2^0qjaIMwG?r}OfP9l`iXP^}tfbRU4?cN(vS*zH^xD5%HFzqpJ$FemIA;9)yJ zSfNb0<|P%#Q1QC{b=0<#Ld4I=<0#hsD~FjE+nzZXek1yAm>l3-It%eNMg{&)Sc*{ciry3}4x`rh7~DJ-)4{dxM$T>*0`8Fv~zW)dBzOCPmVY?YCTkm#7 zr{uK1SEB?yI``+rnU2%BF1&XsV?w@`hGbr3lEqzOW-|<;B$MM0dPRTPUR71ytTsoU znl>NzO}&~0iJwLvO=+9IVZDVgM>N{~RJR_|p6a%x+^@o{Su9=in-83@If_*xsN}dH z_dB5-At+4KYFpLSDkmq*(&~g)9QR>qG>!4P9tpF`qQ| zG2@qkQ5xXK?(F5FV82}*f+(q$jz(Ovf43+;Y^Sb%1&UKK&m-`Nxh!#=(mSumo1zDb zoGy`vYm5uk>0B&k!mXquv$E33WU1aM}>OQyder7)+(R zXb;RU#bP$WVY#g()qWcc

      2SDc z@RUYi{~Iu*_+(^m8~d!jtRL&|vTJRu?~}noeN};bXbPCcQthoV|Hr1>d09VdC6Vp2^=RPV~N zeXM=eR><_g>4$oQC#kK-Cyt-W6_v8mF|*+XcZgHZ1}#?Qr? z3vAOFs>(TVQ+#{BTrNSdZ-7Zl(iSDWx_OxU#YBn>r0^E22eLai+O%EJTaqMmRhcPU z59?a*8cRsgwmTalzfY!}b6?0Prk0*u?EC6BX^`?+f9d7rx4Y|Ceihqy{+57p?)Piy zCs;!av6MYKmc&QiKZ`dHH}tr;~QAZe&SSKO64$(vd}NOF1p+dJ_~(c_LgrnE=g z9Lb&KKMn-M--5pjm4Njt?74KKu|vV@fJr&%CQ_OLs@xva?-&!eq9kqQ{GshKMunGT zT*r2~;3kT4+8(N%{4m(FSHxM@+ds{&rno>tQ<=T}C4#y?SiD%cZ%bKRucBFo+T2_r zC(3ESIlT@_^Uh|0f7ct=6bHt9kH|I$sYer7h&*oMy48^$A`&9*tR6 zCNZ>^^#KN1hZEIt+S3@ygs-dJH59%H?L!Lo>uID7=+8gp~H zKlP$naJgNpwecNb_Fy(Slu-UJzq|K=XMU#Qsbkh{!;R;BlW$0;FE{7ny09E32wOr*?Hy!i+10RDo zIl>Ad8ut+3AAUd|K(C0|u(i_mIrlgragdiU*idP`xRZ_6z zrOzEWW5AR73=Y3Iv& zF97bc(2L!WMxFgkS?tYTV(_=x%ehB^MakX6Q@bodQBtunu9`b<0QeDctQ@b{xxMeX zmG+9?K&$gV-1Sps8*?P|;FbLg#I9=&693FS2*YJPUA;SF2k}A(iRI>HPiZjZN$-(U z20V0P28EE`?W&uOBOH=n)zw_h1XeNhK^KUq4cig-4P^?u0UE-E>XKr1)*Wh=kLA(A zl&7cw)KtpJQjPQ~0Sk`g_ZD+8Q%+)?Oxl2lYgS|7M?}hlajQJe4=?eCjI%OJI#kDr z8V$At=08%*dh^Bvi=|$lZl=r@aqZK~%Uq>7hL!}+i^}lJxM7vI%@@sFZ8Ru;TdK4k z>wjKOV$VyXL`Hvkcrit>lHZ+`Z)hp|ke=rVMbgUz9xHXIp0RQM3)IE-Q$@#y8A)d6 zYT9RT0`iaVQWNtqd)0j0&!zSksP?GMw+0On)~33EuUG39GTIU z%g>6&r#MJ~Qd&Q}HvTo?^n&*LLSY8PP)L>#T3 z4vCDNGafVViKR$*3m!(?F<={0Gm4>&K4ld4Jb8EKrv?TDx)H z)*mVOt-_uXu_#3IM7o8*>+Tpk44`1z`2?J9(GYDxNNj8kdI%< z6Z9TwL-zJF#^{eqp0AWdUxgMIX>`8f@M;oqwV263K~c-n-d3H4G=%qI&n$ZAhk5Se z2PR|VUJw|hKlZ{7uq~u~`1S+RMR-4B_k1Q6wwxa-R;x(4p@bC46b*v(_ zg``ukGI2i59e*RWK#ls(Aj~v;Q3=qM0*1l@a)ro8e%FXxcrMh?wt7%d!f#p?Hhd*WU#9cI>-(^_8>v*$ll6aYv|src zrb|6lX7b=f%wuIFVJ@+>sBxa0UC+VgS(nX3v6gD#+MF^kV)=1yr>~X?UGFrr@i;ji z@`#x7Qp*TA@LlpiJfxuckO?b&$sL3wAt1POW(_8h)!8Rqd*C;0WRWf)B9C9>{C8Pc{4Uu!dugA!C|dwJw78jS`O_E+ zL(~@AfgS5v^1(Lq(MTHh{L>Z>(Nvm5QL~__;ls;kUE^@EYMTm1`54_wLKD_|;ES=7 z-kz}e$aZ}`VCdexIN97pc{9q0F(8lvb8=lSs!Z6&n9FCMQ3-Y~7g7PqtLop^J1DOJ z7sxxemo*w{tXryykIdt-R7f2AvJ#Z1%D!Vj8HT|;gDm;W5y|ja%2KVi*;dKv@E_J$ zznhfZr_$*fV*(+5S=7N5tX(HzwwG%TMHqhL<`0Doky3!~1C}(|+kf?jTl3xt0-hu1O`fKxX(1t#Bek7bi~DrocMo7%i1?}~^V ziI*PV;r|j#;aDN2MquK{07%Yt*dE`Hln~$AfRSKlcG+H}co+%m;d=B?$WpBFiXRbO zYCpS2-+)83wH#NQt^*5L7BBWXq5m+?YWJB_lVjkJ1$yjquT;eu$PIpf(>Rr3I|A7c znun0L(YHWLWm>)%pPBcuL~~Lm7(+;dWlf#Oea`qhFH+{#kj@mwAJ?uB;U`Xe19f)p zGa6+2baaPI`ZGypRVQH3>)H6Q;y?j#dD7v zY*Fy4$Pk=#XwUYLv%y4YHCaXj?@9tpjXxKYAX(7SaGCfPxMQ_z~pndn_utUle?^ihA*#bx5{@y(WS zEc#B&;xCXd;3JQ0e)Zws?acnwf0h&bs@_5Eb}TY%mVn7e7!wqFOKVD9=)ZAUZP0)v`HwFwYqrz zozZs2Ar6~B%69iDlTBst^mRub1lvKZdgS%GUjh$<*U^SKZCbrH#a&BUA@!N~e3eOp zRJK#54qMdF&qE_Ji~XmnrimRC`b)-PCY`JUnJu5Nucka!Dbj8<&$6DsFwG9?>DDFb z$T&_p<|4oi(X0C?wh##9<_;3M3+Qn86dM^2v?U}}KAwZs1Bt99;fL4KZo8QHra18*gVSzl>hEW=>f1xZK};=n-gB@`dtF3-xH(P; z;m4ER)T!55FNzV%zH^49U_df;rIV?%On38==uK!#1Rb792*=P0P%B_2WBUXW*g_Z( z1dd!SM)lVVGBB^4aa^uA>o#d@7o_JYtXz4_B9e2De8Bd4Af~F(Y%(;PQwtU)JidG_ zkOwD*S4i<`*=lsYef4ai%@XWI60^s~*|@q_^7oa-{XeFAGye$u$Brr3-6?UXFbQ3v za$>&skbwIwuY4Q%cI1PIjuc?^)F&x=LVHrmUpaF6wDDtc;lVQIkL_@r0TSJh+?!7R z?xsF~JB|-HBVA3BXATyHzI1h+HGMhK#3Od9rPXs~b!D1d(y?Z&*V{IrmaaPfY@$4@ zZ(9kuF)c)pz!|eoYevIO!wq2?_YUtqeDWhvZAMQI);#emi`LUHH5Ebh(Ol;nyXb8W zx-3nwMw^uP-r>DdXGOMgdb11G0?sTWjoDQhrJv??96_`kRYox1||B80`f*$sh42U#VEL{)f zVU^hpn_%Z#dv1k%khVF;7K!-qom;JCh*@2V6uwKv<0B+7w=B7aLD0+5HC{@(D0j)t zps3rgQ$u6<@#^{wqWk`Cc=RR^g%Ghd=M0R2{v!fw{s$5e$#!rsH;-PzGrzT~&#u)8 zZ^G2-Zz`*Rajd$QDzz+9N;!|+%`cg%l$GF_$FMr?S^t|=)r6A8&J9D2Y z3qj8;^=dLT?SJvC{ReGL$%<44+5D*~6Y-kjDf*In->kjlZnRglR9wQh=R1YH?oEG> zkTDS0#fs)Qo71~AAv_{Rk4HHk7Cw2FwvaZeN)X-A$muEm4io-+eoJ#SD*2Cl()c{t z7j`$#o~818m4JcgI87d9O1CogbK835_Vk4>B!nUCk%)CKDpf%II9XFHs{CU~l4jOi z4%0o#U{XYajqek6eClfYiQ$^6OIPnvUh6xl*!$spHrDzFElk1yR`(b;K***?gvXOyRuo15rA(lqCL z0y=J^pt4zL_;9YIv-`BBg1OC^xgkRA6ZE~(*LL<%LxE&=!R>_CIQO-hUBDnS517pT z*XD^8EfZt+I>PXWK4Qr;_;#+he1a*91ykTS6Ui4d)?L4`A&88r>2AB*iiMwwoqEqI za#hO|IK{-##uzX@(HQ$0H;vVvC!MwB?m@cs#6|M{DktQAU(`48HB7F5yy+~5zD|5K zl(yB^Lb0LSj5YudWJ1%Cqf|5zhD_Vb4j&q@mETZ9h_co>Bko}d-3XNgXiahKS(Pgv zNjfqf(|VTaK)PisA35Lgm*)QIo_XP!(;#`C!smPxH-1Lxz6&rfQ(i8tokudwq%mCn z(4Df5tjDC+|BP7jL;6_q@w(~F0r|*SRwHkAO zVqX_@4>RnqzbemX520Xch0kU5^LK4>UqmR3<2;cuNctgyco=)3al0~1lUXXISlBsI zwD(Ra!ApVX!>shL^1A~&tEn8L5MVA&Rfn2)PiV6 z;t9Dxj#u8M^TyRWJ;DV$f#FW`L+5vAkI6&<|cLTM|V)jMO-8*+~#(u22m#^zcjM)mFWTLxe4Kt2+ zHM48t<>{^{OOLilE;p*QL=r_=|F{$(J`p|;JDL6SvIZ%aq`=$JBCO4R@ahpcJ>s-b z1w;8AT~9=&rWE)CaCQ6VwuA@IyabSGy{|xJ22Hytg89jhwvmPTQIS5yBAyl{j@;(Ym=}(o zES*SjIWIL&|KoI6-C169#ST8CU^CE3tUB2#aL=UkkrzySXkCGWPky8(r>;r1WL6H5 z5;^G{TTCyo-`)UpzPHOq?r3G%yu6ERXD;x~Rpw7c%}Idz=Ye^g=`Nv)C&+>3b^9%w z6dM=6CKN*vsnf_oGDwR+(|N z^)$E6h8EXGOA4claz_f74a;80j#!|3c4ZwW_uN@3b+h=;WYt`MKz!RQOenKO+ZLZy z4x@1CIEDj1_lZ)mRRDWEET_*ECd?QgE7{fU7R?OCl@Zo_;!^4LdB6S>b=XhUWO7Jd z&sgnWAf1p@E^?x(kwsZr3HO3o7va^M&|{MCRB~H3Y>GIQ(V{Lw>?&LRnT^dSPZTXI zM9rN6LT-*%He1I!!bMCYWg1`1#Ct69z7Dk8A5gD6v$21y{?$B6DE&#WWh9Dr+-+_v zMbxA7W6xK=F{H9{?UN(@0n>P=j?1r-aQzHPyawB6%J zEZ;GXr!cBH6+U)z%f?UdCHwl3gbw};+j$f~X+8DN&`+6B3N>)|aFT%yiDQ8LF}*2w zy!YoStb>V=_zq$qg!ABzKRctrrCTsQqULN(hIcw(g%t$2f8=K|de^??84?Fz33<}G`ix5WziHdp8dL3ehiY3dDY|o7mURnB zhbe)@rFw0|2kmwUWX%Hr;_k?^9P()IKW{v|^DJf@_|sWWZS*t`=Hz*mQtW}}>IM!v z*RORI^*#vLcF?=e@h01en$XMeFZYO@{gVlL;#7C6lIIK)5q#ef}Z^`s1}f zTH?KBrTl8g*p8PA2YU>m#a75YS~bF36oP}vB2l%euh->y_m!H2YKxI+50l>|H9S!m zTEIxrBK4r1o*!!QK3WbuR;>L+p>Lpb{nNs4B}zeT+Vt@xS*c$%-%2z`0_nwfYLxj6 z95vFJUA#%pe=3lFo`-F-8J8L42SpN}QY=hX`w)F!^G>1CmXN26i5mR*sFJt%KD25` zkTzIyi@BJ{ba-~L2HbZOK2%b*=UJ>b4WLS<|5!!z|5Z>-Rm$fCe}oD5*iYu55Y>{AjNqRG;xEz_jUpHhLD3nX|V;AdkDMKlbk< z^~~=3xu-LGYIe(aKMxAo)Nu17u+bjxs|%L(c;KbA7LU2q&P}!(o?ZWX4-BQcWv$4P zg|=g$ZHAMhPGpE9p>CEzecco%!zro+EWK}~xcOT#VXwzxj*gcAAf9#DyhrHmYb}vB z{dpO&qqMr6fI&9so;|;-X~#oD6E`7jnp>NZ&*a#_4=9l{KWik-EwLT2tsG?ge9mqG zl|X_94yB9A*l97tfHemvqY6nYG~4x3F{qncnsets4pM-Ho&J6N8^wY2#zK>xecMfT z`3)c>$r!DEdLF>|0J}z5iy=~d^V>zTlWg$^3kykv1L}Rai@Bt(HACE39+dpaaCVJn z!D|P~Vj^nUbH7^~BEtTj0C!!g@9=0Rn-5Z#=0{G#SGP7&L7x(C9EMtmc>K2z%RwQh z{5dBtX6K_x5w74|KkL}_AM+pvvu089Sz>s4>UnN&aNVqj{hH=iDuEcJpR#}!57Fj0 z2}j&dU_PpSuF1*duJtmhgc`g`OWaTbhC zP0zP^8VDq~8jUT>;;@r{mZ)R}`^}$0GW2d;c?pp}C=%uEPC_L=D6E+Pzq%2#V>I6K zL>I&PXSbFiXC^B_CF}?u>ad2*9nXuTSyP}}ZUy~+#WH^jX8w^4%aU*hidtpu;|&{x zZ@-<5KT4wJc2QQUqm0EBHc=a16rtDdb?Ja?E4n5rMfF^ZD9&X z1mWQ>6JP`m*e*V6#lmG!pJ9E#)GVRlvgSTWY>jR2(8^8Y={@EhTQ%O4%?d&xgOf#{ zkJOxRri3y+BFb^<$Oi%~Ers5+(zclj4SA=j=_vJvP1Bk-y{|8{k8J#mrt)Kze(*7n zX9zs{y*^^7_CwRJz*7sV`}z|x4qBN2>0W+`zU_raME#x;(Q2L%Lf{0xzNzrf#ooMXXysWxrhaS#Wttp=71ibl5beF@J>2ysBB*v;!^r(e7P1laam4GV2DE+Q zG*7RbrMg05`B-%UAkx$p>(r`Oh*KD@!AB!Ui1ekS+iJXjUXL}drGvUz1soe7Ncl~5 zHV37>n`_PK#^m!OTnmk%ToL!*&c|khe$9McZi0lOx2QdI>8W_)wqX{Kiso2QlFvcH z^k|>1N=;gC;D6i9G$^~wVO4<+DUILhEd=ArG9CXUl{1YobT7u;q6u3VR1N6QyWE!k zUCUfH##78qm0c1iJ5;7GBfEFc{ zvGr3b+JcEV;8U74HPV-TaYtp#-dYAeWdz-qpc62ampJ-TE35+>rNTExKE&LZRv!D| zo722zG|y5suM|%cI|IvZ1 zk&&-#4nvn4U%LekJiDE@4Np9>p)OmnWG6nL_x;;m5?(J7lj>hrltVy8w#D*+7}vcF z>?q}pZ!!xhpnW_(e)N7&evJ?_naMUtg5#qulK}C24oLuKzKZ;cB~J-lh(>uh+`!jT zp^ymCbc!1k_1L-WbT>}@HJuD#<>I)nWeyYquMr*vPpxS^V7$y9@Yd+UWVqYbtRO{m zg%D2n%fP*N4X@$hBkI}Qc5z5<)~YRSEm-6A$deJ?@YqTggXv38=(>1Bqtkt#qz$3>*GRu zuS-;EU91z9tvGtce*B0JvVNWbGQk>7NeA6aJ?v&Vp?6me{5^j-`Hju~OMN%kP`!I@ z&1C@_#Pjx@7_B))uXsUr{EWK03}==IfsWbaYhC`lpK_sek?-8WjFoH!cAnK1UI3)1 zH1Iz$MgF_TS$9*5mg+fz#+_4gRAiV}KH1==CI2k0P_il{L?gj}f%0kE{8&}=T2$(G zQ!!DaKjsy}z(VakD1Ger;b~2$*odfNHY)2)msvwx2{06c%)m6uB@!Yf9TTy!rvnsz zSE1QEb%ZolI5?waiO-p)GGh z>Lv8Pa@D7o6;6xu&UbMA@@^;GU!c=HTY*vG7pdngw?Qee>3(96IOdOy(2gcj{;l`5 zA0RHenkWi!>V=}bePeE#(q{6{kn7iw>5Y`G6&e;aOxS8Rr=m{a_j)};s>5YNK*qMd z2mUwRdsr}W;obxqo}*-=tW3ZYG5hH|AUkMCB(wq>#hk^C%3w(KblpsCs;B zE7zWS^t0g^35#VE$i>BZUaL;tvX?3dyV;EW`ZF3r({brmSZ253g1ZFQc}St7F>XB#38FwvhTFa^6_LQ~ee>(j@YQ_v zI4(n*Zu9Y2U(cao=dfwc}@oc}xu-i~YAjm!88r1g+TyIU87y`DW% zWt3d&*v1hI^8zUU;>E@~CP^SCSrv3$QKQFvnhYEPlxV=nRoI8>6RE>F@?%Sv+s~bd zfV^vh2^o$}zFSDW6Th|j{5X}Hf~rfvdc@4a40(wi^(&J@`FT0fz~_*l-X83{^-aAP z#j3R4SSR^gZ-27Npb0SSs_%+0N} zbW_%PXvM|y2|k;s+^~Yb_L_?`0uF%S#YvVVkQh0Q@o~l1a(dAsa^Ig^mQT1Z`^OvY zDLgcy_(}ScMS<2H@*`{}Lt;%ySOc7>E>lC-q~#D54pDy7@-X zxmP@{?lRD7gYqqXEcfd-$hvM>@M$h=fHZd#L=+9e_rL@LL5i^FrNx zT1|h#*W#sw3k4MtgyO?a>At4pr-tj=pP_oyI};pV$0?fDP7gFTawbRk~xIHRWRhbH$X6nm5Ql(sD6sny(S_p*A(>pN6^!xl!5dXU2s%bc@dzD<&kbl5#>N zyny0t%)dLQ0#}#VkH}7#b5)|-Qz-wi+vogzBPB+xi{j9L-1mJrkU$C?IdQS8W9fYI z8^<>i$t$k^^*7mT;;q8X^zqbhtlVlZQ$LTqwcosRHryx>&Zd?#6nUhJ$uIV*CV=|( zTE@Z6&OZnPX~si_N3}XcZcd|s3j_9ORd5BgoZqYJ%`0F@(DT1t68xX@*4!gQST+C} zuWbi+0|n^vQ*c%*@Xqn2atKUPAHw&6m(Q`3rSH6sUYtYe#A5w{4_$U?zhfq>9VQ1l9@_;!rt|T%{5>y~700(j{3voL zBgKaEJHR2x`)ofyVGa2nYd$--^Le}%6dll;|7=6Ya9{LDRRK^yPtDRRk;#a=RoH0G z1o8@rVyNRo>W}J~N>2;STB3!Z3_c!|V@~Ej!`f@*NhILysL2$Llo^?!Z|iFT899=; zITTR#HVl}av4kLL-fUg09#S-GS+3@t3Dmnz*_o77D4M=Ju9&(<+}!e%TJ|GxRZy^y z=xKpydn_ajoj*jArYKWR9v&#!M$v|2`GZc;Jd}y*dbF39*k28qoz5C($VL*!E{VBU z@WO&Y@zI0%uOb>kt`~M&wM^^(DUTdjw2F%%Br_RLsw3h5HD#|a(v?w$Gg$xax0_PX!J?AA$?G0iX zt5h3$29f(`zP7` zh!mKa+69xXwUx8mZ5;!0k&hmmL;{2oLWif`upHz@+OzW_X0)Iy?qGbi+Sqf zOYrCkQNES(Z2pCuwPI11)^7v_{V!4peY0Zmm>A5++Za@K>6U1jy#U)gVm#FFE!)(M zY$?MtlIg)2`;GY_#&K%A-SQ_8F}(`taD$jG7pRhEpICBB;shN&D)MM; zM$;=M?V}^pk9b;iOvYeQyH{0UkB;N>s3Y;x<`1%DoIelOC?2vn@gY));q6pjXJRKM*;nYp+F*`jczV! zDVEpSPYy@c+61Y>XbFa0kQJqm>z!**u9lm*2M$pZM7$q>V$-XHE!bag*k`=;K2oaH*LSY|w%t>29U457$3jUg8r)&cgOS1msaT)up* z0aDcth*fc{q7v)6z17!i)*JpDtNAC-W`?I{3z9|n|3tyfsB>#tUR)TD{ql|(-6_@I zk$zSc8xKs3^uuOIT<6mg5{A<}bJN2|f;kgeF2p-#FyW}YZN1v3EtXQ)!QQp}D&ddH zQ-Agugv$eVETd}DeE$|X^Ur}3{{h^nIeABDydBeXwnh}ucwe5uV^hs>t?D|-x-}J;vo)ptdDCH(jR*f}Y8j^N zvJS^z>-)pa??W#fvHUHWghbJsZAF%civ@UcyA?LB`j=@d-H6x-5s4h ztY2vlw7*X3CNNJApuE$1W~7wYfl!q6kvx_y^;B5=#cT{4yR4;k z$qAEjKfypZwS8YN&-oDeagvmadQ9oyvWNm^Rgpzx_eewxn6`JM`RNQ4Q&Xb@LlMX{!29O+ zh>87%>iJ__`5zWOmt>6$)j=E%6Q++3+d!KV5+h#L(Zx#05aassT=~Cf-s@OZi6@S? zWy~=(J~Yweh<;JN5EPgV0*iG}RfZo#_=$P0MV3$j30Hk_RhSEJ1kGLRvP)^T;?l0( zOTLGHra=Na;p#e!n93Wu5kTAWQC6zXrw-E;pY1ix-I*&x_!sCi6NOm(@+h;skt{9G zy#}{K!r92EnG()-EEJ?+457U^=%d^FaN-;W3z%f~CpOpT(qtM8|6RfLzuEs5j}|M| zTRZ%ZN0%gXMD+6wCn$e9Qmuofor>kR=)fGJM73lKwBx!>u^VHmH{28L_3_P0{g4U? zj$3gvpT<~qo&KCA>%5)1jGp%z>C)zYmy6i*h7^&|Z@*1OptNyu2p0h0!mV`JpSR^( z_~oA9yX>0pT>mpIrgk*|cPNXdO5#n;jv!If3Va+O2&}V>xxRZW>6ceryvaqD${TV_ z?;UlpAD7Z`Nb>Q`lfOW-&z!C8=VQeT&HY4Z9Q#5!5$d56tIiX!v_`}EY}@(cx2{nB z(F+HhV2VNe6K9ID5nwys z(nZK#K$|v4y+Y4U#Ycw$RdU;r1)i$vwzvM4H2py5_lsx_POOU;WB3dkJyPAp1ID*9 zKEhICg(cPZ5t9YlPQBL2_f;6RtR0OUCw+Q1*kG_{n8BmVN_mUFmOeuTSTNwhs`LZ) z=N`TK`Q<29f?bftA%tl&{4|R4VsX;wzH8%C>uQ2%Gw0e3O*E^n_sMSCX_u9c{5QS2 ztl#^b26~6!!DBD=IuBxQchYniSk+PC&kZcwV9B;0M|;tl`t5Atv7KQ;x6g{)4cL2d z%=NQr?X}XJv5rV;2!gs<#18;E`HUl$?TMcp+%!~IjikwA9j*0VLR{Ma0xj+dp>w1! z)5FFT9*!TXMpP)$AWQ8B!r!*0{vD6_U0ecGf)k4Z92Pfy{fZ53Tew>q>yglTfwqUl zA%NF%${*Q>R^S)G@&PL0tZu3{6E7+Q-)qS(U*dbOY9`lc-g;dn}D5NG@J~18%-X< zu3c|oY=fJJ3I_@mGF?V0lH|PMW*<|H2ImY9QjF%CuI$1M%a*9QWderO6#0KnOIzo5 zJ~8;*V?_@#qo8MsLWyc~l!lkS_z)AOMbaNek3HJ(jU}gU{JWQVB6~&vgrk=!!#G39 zeOrEk{)0>JAA>{b8-0(kmciodb5V1`wc`x4-(K%D;*6{F^*3jWe|HMrKFmw_Jvd)V zd58jU8m^@iR7IZq6}v-Ux?Ie{woFDPwRz*}JJpQ%m%@teekC;VI@rAj-NM5s$_`Sn zsM>0+lpB+i4xoSQpeBy#U#ckeAI#3{(+?Q_sKrlRKW>L?hZq^BAQ6ckb_^zRW{4UW zFOKpbKn;; z=9t@-es(w`k5^Ypjh&eOGc|QbAC9$AC8_fJGae41-+ixN1(x_=hGm_c3kA|#13ZYr zi0rXK4__@zbtQfA5ujoP5@x}CQmUZxqV2|V$$pXHr{rptRi_o`ZX7}or zKAjOKJhnmB8GQfo_;!tgu9fmGxKZhNcQRFAJiHkG!BYptW_33mzV_zLiw+`2ZURR; z68Jk&o#B8g`?L;&O^PVeVOT-QHpAX>vYXG~&~> zm_AlsBmSPtrFw&mHO6^u$gInRC*RVE}7>hz7qyys3-) zzBYmyV}KU_oH7-OP|W9L;BhIJ9TUr~fA)We!vCMih2REXNJW^DtU|0@OjF%PvOGmc zV5aK0gCoXxY_*w%KZ@|(%-8viCm-s1iE%ZfI&}ucANb0=S|Xh;9_TBRrIVQ#rVp+^ z14RemU*(lEW*1IhRxC2R*}vRfm)4!+ZRCD1D2%zm@S`hfkzNm7wE;Z+ga&!T#~D=m zD&Z|gwWWVWGlP8%7ke{iO7z)b0NJKu-aGp4l1K0B_8{$htR~hPiwbhTG{V5cQ@Iyx z2KK^R95JsdL}b}*!g&=^kGJY*CY#OyJ7Ru(BoRrUcL^!+o5P*BX8TAPE9lb^EZ@F4@wKKIOv$HU0+2ElM@ zlz#Z$3bstqbI?7>A!G0Bkjb3F_$LXN!i#UKWV4IuuV$3gyDPF{%SiZ257HL8WdJ6` zY1_CFog83k^2%#f#63%eh6tI&E`)CO4hW+a=|w=d^sMD^>+I1 zp`6%7spO=q0nA4sL%B6#pf=u%YCI%baz}Daef^b|`V5WWP@YXz$I&+FCW}?JL0*!B zIgRJzP*%Bq^D+oXhxm>j&uNM$_#Ef`JIEXmxOowjv+XSw#T4quC0V8SWOaNEi<`m_ zi7x27iuT*?&Iy+@%nsN3l%M zbw8V45RW2nA=bQQI5YNcGl5dosH=g2BJ)Qe&jX+B4MI(t5u9;Rs8}&2#_;Evf9Ad4 zc6JVirAirJ-OjdA-p3@LjY-EuVfn?y-xK7_4P%6K=wpV_uhis;(%+THQo3s!8`=a* zvrABMcRF8clapyZ_}`Qff1mT$3=zJCgE`#Q#p1pFzuj~+wIRai5#Xogrv0~@qM}@y zUQQNVx~ir&7G|zo8g8bpf8Uq4e{W^MrDJXG`hoV9pb(dwg|*cOS6V@CDA#L8J4Y7{ zr}t(STyHGgt<5ZCUEX_fDZh7hwJ-pl7Wg%y<&v^?g}=3MdF^QLm zaB*_9d+%yNYx&*|ZowsEZ3pb)lKFer8w)c>a|hP`uEN5eNXj~|hWz!T)h8Z?wkg$kD&3WM%E8H} zd+e51wAQbFUpj8ihndkI{QB$93#_s6t9#*!5GRpF~Ajnt?ss8 zf1VECuirmUy}rHSKFNRSHgP+7?2>+*iqT{R{rgW(%IQ-v6hD zJG)nRa&aDuA|rol;_aE)A4mShFIYdGl%7GgjbFNU`%{9~@UnYlb8K_o)RMXBT}YeD z!AvRhr`ulNy|;A%4}zpE{TA+yZIm|=7~*jPqvac8>d#$~f{PzYX8tl*XvB=_Jgrmq zCwTZNGQ=Z;dV!(SpmB4=qXbF0bnj#4V%i|;Josdy#iBH2DFR1rMz}t;@pNHZsp-m{ z49Db=NF+vcOl~VX^2e#>1}Jl~7q@91|=(twGB$&n$rzADuInjqN+a zz}3nbv3Jv!@912ZeqJ_+VSm5)^X2$Ojr*D1R6qASj1`ECny>Px!8q(vSPWZDx72Y$ z(6q&}jfk$a<5Zt#hRT1xOQE!+_3R+qCy-E-P0ov|#3M$H>6>x!{8a#rk&3J=bBs9- z3vl$Tq)_{bO-#?`%SU!n7C~cjcvH4H;|{CYI&-KEE6ZTzd?lw(x(4sG4C zTRY1|3!?(S~E-QC>--2R<& zzI(s%WQ=>?-*5NWRkLf=mQ}q+cXidOIYEsvYgWh0&iQY|Y(|B!E{9X2R(Odhvo~LZ zWLFNw#%lgVrc$5Yn*{O{T$(g`-iE$gR%4`5wR*MV_erYmgbY)y;75FdJ(`z}Ol0h2 zF-{=N%cIgPOLsY0R_GGDi=&R97djlY*xE&nsV%E-J6N6$Vcovb64kqffp`cJ z=9`=>0+(kM)^ud-GwWuKK$ywKcNhK6Kw!O(09=E_?;yjJ-7tk8EXosVA z>K~fU2N93itjBgjwe>KMNa)sayb*NWx~l6LB-G#fNbJO=w!e5B4uy6hWDjjiC?T_i zbs)|8`ds!=3x@ER7|%>*WO`wo4;elvkNI_a5*T2C7Fszqq^d4o9!Xru>Az^`oDAfi z0WeO{vcXoDR~Ep z4QlWnFhaA%;L=YH7`YZEH2U{7uy>c)*&Av3Q`fk;UjDs09$O_)LM~kQctNX8ap!nw zzQf8dtl7FTrVXUhkZ6Bx1ZhJ6CAsb<>{$gNNvi_4Y_Qd4`PB0C?tiq)ymf_9lK13b;B1@ zzB18eLiJXu-%L^kD(zk=9$$=!PF zc&4=e*_<;rL^I96%md1e8%k`{$@~LpImnLJxT??YWZ7`J{zyk zrI7gRJ~dHHhh(9-l`iVu+2IzRM6CqNxm1k$>L)LWmZJV-@>Iz}ozZxzyA=r<#wvM_ zIE&;PW26oq#nG|OvEB&pU-G?wXbalOkcLWukBch)V-r7(6FAKSDnlKL=FRIbBD8Hy zNeu*t279Q_lv0pAI)oABINd1tioP0!W8ytemLM$HgBWh+*-07wy;`vLC}ZVx@fNE< zAX!~J>7i+mtqFzEF&EEFMPxODBkAfWLTV!P@m}$$ALt9yk{CZ8a2Z9i0Vc!K6Sm!_C@WAnzYr7{CLJela*PAHRepa1 zeuK5$QbJq*6D7HE*9Ww{AFH>8bl4)@v`T1fh;5^=*qWzb`@|sq> zT-2Xj2S5p`Z6aSo2`|E8CJq>#Ap10eRjJqaNA7z{qB>b>;ITLtE7pV4?9!xLPe*~g z4KZPM=Es<*fZB!qIM22SpOwhqxZ~`dBQ^^yj#nqp#Hno_PsXhMJ2&`fE}(bDS+C5c z(xPQec40$u7hg)tHd^>19ZE_ubp(cipE+les#Ad2OU^O>07Cv7f3Oaer%0(#*$hqAvDPk5}_|d z0OrGm_}2?0Rtq%FF*g5Ybe2{_$oUoonRoDW%l&AKZxqXV{V649s(Sq@G*x8$odOxR z1uLu~QP<&aPl3%Vpm-|(?1}&wN_+rx43b=;son(J-cr)sP_M=3 zra=yna2c#4)_-R5lCrKGEqEWD>I4P}3etJ<6?Z*31u5^u94wfQ&s1pVJ3Rk#+A}BK zux?Nv{_3kV7<%mNymrZ9443wIC~8=BT>S7hc-H9B$19+uxWjk-yLAsApof{v7vFPC zItR!~qSdyBypit7CHQIR*PaDYChE=Lm+TfzBfY8$e0qiM7R3aT6B)1Y zj9lsX!_oo0S=P;mKKE%c{sRB+?ppov6=mxaiKj5spFN%RwTCtt3PnbCS6@eiocU2x zZ>zA*fxToOz-W23TRKuDXFCG&2D^}(B}U+7+BQ*G(qo2g&A0x!+3*cCl-yeuoT3oZCif~_CtwDbDQ zq*cEulGTJac0l^Nu)qjF91v@d9zX0r1#6ByT&xzT0_zfG2&%Rc*U6KoI8UQ3w!-|? zuj2&UqT(;H#xA-6#VjE8Pu|PaX{KEZZW!a4WocoZVJ+mWkH4$glK+N+Ep@N^6YfLd z=D)2~kh4%c*BfVw?Y_0-`PHfzq?F9wvdZkdX~uCx)~fjbp}ZjZzS@|qyI#J?xpNdz zt5PG+I2p~(XtU0^bPn#oVb;ZJVMV206r8`p7Ue}_7Qr1 zIww|>#bZU1v~i^|Y4?dq0RT{t);wK_v8wbroF_YLYW~5fQQ2iqVaa>8x+?r0d3ipt zLf@a#YRGy~Kkm$;l;O#=VncqavZXaYTQDiTD*4Totz zTOKI_pi}E4g6LezzniH)hW}_*golGb0;Ci$4Z1~yHezlZoLvbWVa1MgukhZf;pC`E zoOOu$0+|Jrm9Ym<^<0?wm7Trz#Wv`8I&W-A$nCHR1YJPtpJKAxCCY<_06G+^J7AJL z4BBg9LrQju@_e{X4a=?cg8yV8G>jZKCVn)GniM7wH>2ZD!?esFH%P;@jPaqq2*3id z^N(ab|MnS2hbP#=)>t*?x%W=FI@Ucb!jG~T(yApGZEp&hc}vyFZ5hbNq!9(Dh1YvI z`1p1`@rUtA%uOS4j5FNh72>AEbyc&BN9mD_m7*NMEDpv_O4ezXoq1PPwYQeS+cwgKQ7&i=$?S4J(#-pe3Q=hW((nW}NR z0srQaw`Aa9QrLIK-O-;pN@B9$?iQA;i&*UAmlYfhHPfWujDppwV)B1m2SeoquY5qj z^qM6kAOn<@%2$3=7x$(6{Ju0_!+h+UY&FysfW7>aKD)gQY$yg}tRTGuOfJ4grGgVXGM*~%v=5KJ&?X9TbA8u8$wAl3`Y zfFZWQf)6NjxwiD|fvK~_2(&3rcSn}9Z8u6?$yz6c!w`r(Oce1NvhzFo4!vu;N|@$9 z#mb&2r}K7mO^qj~0qr@se4d0aA;|H)m6%~O!K_cRZTI_nYg|WJ8GK&n;I5(Z-Q>yc zaSit zNH&+Piwlto^Q0&EhGSz~{E4^|%8xi_YL|6?3Z0c&_V3};$My!2IQ=p58RwPr7^jVP z>;61Eh_wD=;og(UhdGuWtq5@?fYZ{;^*c*SR+x_!+o+G?yg!nL!71z%a6u7Q34Fo> zu^z^dtV=DsD_w4oYLaTacsS8&$<8{w4%2qGx)pjzUwWjT{GI-2)|E`JFPr+2Ot_nU zbD-LoQMmg6YC2M(^_DfPI{e;IhU1Z1>P_qIqO_Pi{)QJNl(jaRG@CFD*a%q6xbLHo z%F7{qu<@Udc+b%-47W$l@q3Aja=a5Km9sU0S59hg6lHX_WnVyxH?Op4X!KnY%+|F` z0rV+;S5laEixElp!{%pTZ23kTpJ_KIp#7hNTwirS`;_9x6>|@(>tCX5gYpcRHITl) z^8N{C=iru=^)NdC%;=fb-bSecuJ=@3g-k}QUW1^9Fron$GC|>dN!7kPpJPrsw2VoruY= zyk%}<4g6VUUX-!af~B>wZ&p}+gDtr(^&2w1ZPH`!cOh(9`f7L<|DO&vknXfBH&Ax# zcDSwh2uo>W+1Xi{+C>K1^oW(UKn33iWTY}hjH{dWM6EQwxSOeSGlL^o9tW7j#fqrg z4K%Hpn`gRrcwHJmfg^02)O`5uX`vYtlc_sBzIdLQdBXx0kMt;2R~boNR-aXEjJNCj z6_YdN7;I{2**38*{~Ks=B7^PfA*MmtqSh%3#0v(@)*`7SvX$X#l{Dy4bf18$&YF z*)7`p@792n!ybKnD;7Ug8||{|)4j18!{yH`CH+O-*(Tk*YU0jXUBvc8Yu>*ewX|k> zh{?v|s?o;k8N{Ttr`9F&y(-Ks-LoH-!FqD8`)A*G<9_n5@4s(UtGi^-*VbOdrK$5h ztPYeJ=EsR*oR;a)?y8I{6Sulf>HDTfW`AncumBuS)+V?fv07-wV9+`S3-QR1vDtbjUo0!x zd|edxx=B+RF&pYI1nEtQ$J%tZ443g9tPz9$a7Dx- zvEI9zt$N+YHnF|((`?a+q?w+qt0Mpp1QdYMYOJytMV`9GQ&|O74IHDoy2S)YMG2-3 zeMX%NE7VTFj^w65rsjOMI@+nuEtZy1&5e39?co^SHkPa+Pd)ooZ4-LN(-8gcsN0O@ z<1GF>e(Zy>B3vgnQS}r~7-(DV0hC$&HLFc|09xD%dXSYYl;*>k#%qXWwPY~?)!V0U z1>JZ)GBHQ8SrZNDMTR+@sgf_dp;98Vr&;S(db8V(-#G~CD^+8WYKP-)*|a=s=ZS3CMB0@>E~>znY6Tls*4|xNj_yOIc8Vj!6dbuC2&`}4Slm7^ zZOoOatEr_vo4F3KY)Vnq8TqPXQihYau}my>RQPVZw;x)S__u#o$XHIiws({3u*yqj z;d#KZcjE=KyYQF2CF{BO=%maM0}JA&TbQPl(LR3(^~_r9@?Lf7yxpnR1*XS7KHtvm z-A~5BUE8-Fj@Tb@Zt%UM*!$Ep`VhCX8)@#E1% z0fY?`5eW}Y6F4)!JV}(#kR?2y+!V5UpoXbP$rri44yTVEaZ{+4pzl1e<{2+9ehZBh_0!x}XZmg0|4K5IKs~#|x_$^6?tZo!$(!TX)P;>HVd)McD#KUr%u_cTZ z4I$G+bT1E$9G09+SYuVZo}y$*fXE0dOIhUB?3ioe2*p$^C+$-lEiaZMYEuLP#$oxE zbfq=FcHeofe?K>Ca~$ng94UQ=pnh&%FjkCxiXf+$T<$r{{N#r3>k#xOolJW{f*Rvv zg*j*gdAnBJk><-I7qy68lD!5w9>Z=H&X1!BOkyhvdIsAoF$Hp^W>m8;*DSVI!R@KN z`_?1YoTgV|I~g?EMDh6}0~rH;{oGpaX-skPIAKnMS95qH&YW585*c+N9E;;U$=#E;-21RY=j9+pM&izLx8Q12U+;B((sd6mKJ81f4H4-$tis?00{I2f2p7tC(I}Kh-tPFd6z1 z@lb(>RXt}T*O?QS@BWsX^}kmZI(a)$Uc!^ZuMTOL;5F2| z?;FXm&4R~IF#`1$Y>C56TY2IqiF@sstT-<}B`Bej{&gfRZ$;=LL?~zIwIlsn7I8%o zv~-f&x*chvSy?M(N$^sUA6tL4t3vU?yaW? zJcD~O4F`sj4co$)7wRi_h2`I*EmHfReQP(3SlJvpiwcla{{=nX^wnmEFZ3B-B8}^` z+iQQK{D4W1C~SX#U(InWVkV^i^ea&U$DR((ae_cgoSRO*(#u|Hw~}!D@4b=4wa%8i zC(P|O?#a!do6Wm;Iv20byNFhi?+>lQWs;Y4kE(n#hZC zWG)$IXCB(Fs00U;&frNF-oPlDG>L8MFL9#TqqjRj1{M@z-t=;hAuH0B^z=$t$}hy? z57V;8s#!|W+2L`(NQ2YH+cB+qYEf3%urho{5;QiNdm8d*r!vKC^aO#X?+%i+iUDh- zYlpW5Qx&5b>MHr*>^!{yt&<&njS!SgrTDDCgr}j2g0o@amLuLWT|cHgbalcE{4H*z*fQtuw4rsvH7Z}#~G_x>Ir`#f|aZ-Q=F2%7Dc?J zzpp0O%V*NVWsF~0FUmbd+P&W%T<_c}%Tpj294jnz4zjf*Au&+c1E?GoK3sRCTLA@o z49RU>j5vshgx5)b&Aj7_vZtp;5K#t-12i8*DK_M1yJD@awBQ zCj)zdk~(xq>vakCf?tm9SIjwZDslwprNHK&W9vBgfQIyqX-*~%OK0oWLgApS_^4D0 zS7z(sdihy-LeKC%cT-$VWv1NPmiFA%?upLL0qt?REDNqIU2mh~b`NMfGdXwM!oV<@ znm>Tl6#9(d3FPJ%Jat+9%qhcxT5p!wP}^EfMfI<7Kan-I=b7!}W70B~1w{>=rHYD| zZwGh<6K0RTc1%79(7EQ;%=xG{Rt zrn7X8`pw!0<<<*L_!ZGUD>D+No@U31xny<=+FkP(S$A-Q7SiOYHq>_fvSs1yo`>LX zWdpZVRvo(v0(EdIdOIpGoy*}ja^AL_w_L%(l~*GseQP@f)U z_PdkF8%o{cJG!k4SAwn8?NF^JKK!Y<=16=J@>{1uI&{9X$k^{w7xsUNC79(}+w z5%pk}o1v;RHq8hnM%>8^c&*#)II^0D^&x?l#F~b=UE9qT_tS`n8umH%n{GkVdHFKD^wXd8@h>GN*h4;(u7wEbtw% zqzw{mK9%1hmE&#B?%JGcX+lT;Exlb`5Nvv%x0^f^e6P6M&~LFIjw(C=p?wPyUwwKW1bLv>0qClF<+rvUg64=Pvq5<8*C@OgqL=nRnDQ!}g2i zZ;&;Qf!P-Y?@4~TV@os3Ko_p`vZ4vSWv$4>yL43%X5GuZG{5oZ5t7c>7f)J#E6!nn z071QOvAWXnQe8-U^dg8Y{c{UGETQCZz&gpKujSR2-DWDC$8xz9dFqQTNt^4P1%LGW zP3ezQHihgC7jWq4^|yW6oauJzJQ1C zOZi^R#cw+%#V(DXj)wGd-Z*?uGyfjlmUNM93B@P#8G61oT=+FYxZ++mJH0Llc*hSl zk-Y4}Gb;Kbk))5Q#CDjKzv$^_JU&DWjl@=VYx@hLGVC*Oi!^G09yk{88@+H2r+$Y;K7+ z^N}$Z1?H_>`O%O(PlY&9NIF_2Iu~|h=TulK&3jm4gT)!eZ&9@TUjk5}Y4jF8u9dAt z+r>p^rd$hRLG;DxH{-vU$r_^T|gzMCB}YWOq~b!mURmSp2^$yV^f0 zTo-}gUze}U&fn4=EYx-M^nAXl-b40`lI@}@M6!=!@wXV}_o=A~G-$YGj%FQGO(uwo z0&isotdA|IU;OkB#?9_J50GeEG!;ji`JCUyXa9vjUENFE4$kB9IT*%-!QPMyDTyf?{MQmhg<@4Aue6*s8w-aNj$Bo0w zWk?+%^|3eAcP`E>TjM+hA&qnK^6yCNC8zr8v!&e-oe|wdFzb6WmnFg}{rAPn=Z_Bl zz(9wxIn>uJDnq;N8qH%<=odK1wk|wT*oYV+FDgKn0@9w1z=Q~j!fub+( zmjabfbUaC3k>ss(z=ofm1fpe#F(w_6;*twLQOIZEV27eR?)Xx;zhg$|qF1w;c^CoW z*^h8;!iBn9n+7xHqF0l}x<@mL7ml24ksq7F{U{k5dXLtM>{@_B|nqqOFm- z6?IFi?)ht@UP)l}X&Bj+a?!Mz@M{XmSFUK~nUcUVGPIThmMni(soUU%$-9Li5$G?Q zXJ^uXJ2?JC=pB{L)5df`|YR1 zBD%O$5`SDzI#iIfz)=1lIE#698E}mV>r%8aYiF{|H3=0CtD-B{l#i9;pcbGmzki=p ziJe(JsFEv0$hAKYpFLg2Aa7hO6PwWMls7coDg?@DWKu$$LQ!3S4M)C*=(YaiSRh}9 zNP7wu9OB_+?x@#t@t1+53k4C`Tk~jd+G>xmJkfiYmij`vNk+g!g2!OYovh0I&r~RP zZCR~WS10C41w_4z@ad`#uEZaKz5S?lM6 z&x?OmYhac@x;Fu!VPNm&^wMXC%C4*?WdgO|s9?e4$f|=e4sZle zrXVG7xqTVx>txv8JCsv*%lsWjM#^jVUIBdDT~ohxem^Ay!971?0K3OWcDJYw8u zUF7@NmX6$?MyuR^(-d~cUhs4@tN^9~=EfRGyoe?ypbQ5$D(I~ycDatM0?7ci@}AEE zcZn&qbF^QW0%WmWtL;iJEAkP0z1i%3t~iRFZ1i_>MAG+NO>gW~CBWS40saFlZ+v*O`F@`F z?Dk=_!N|({P9%zu_3-}^g39rK5`xOk%JE+zs2tp^|Mw77MS#fvQ^@Im0!)91D*q?E z^uNcTIy<_UFe=FyI9ZW0b8v$1M)AL*PubbH*jfI2^y$aa#}>qADRD`02uMgsh*C-1B zgo1{Fg@Z@ULB=c$_eH?~{;LBfi$5p_fn21f2TO7Kih|Y9G2jy- zHV!TxKIJzmYMSqC>>Qk2+&rQ`#KZv-l2S^_DynMg8k$DNCZ=ZQ7M4!VF0O9wK##zn z;E>Q?Vc~J{35iL`DXD3>dHDr}Ma3nhwRQCkjZMuht-XEy1A{}uBcn63bMp&}OUodI6xliAi|@ivj2GX=G;omKG@Q(HoQ@S{S#F1G4=5nLrC&Cp@{Xn}(D*HNsz_?~Q)#HXF>Vzmsa!nrjP{lL<{^u1O^lNqkzPq(Yb{l_>3<-yV zj@YGN!>Js4V`QW4t?`+)S2@3vqMjGWwMx)e4d)>fD%{Au#hfXEm3$R>q(^pxagnz$gxSwK39s(6{0jkAHlKA6E)|pWu)~-1oTXYP8jkAft zatMlNwjUqN%NLol(_bM!ztl&KcHST8@-NW4WPh1r&ya{M8b*vX!zwp(GjpyjPM z?Zk(1tPbOrRu9nk(KNBc>meZKrk#~o`KOh7WlNT`7 zV$2r~2j^V4u#R+jt|C?6DVUC3JAaUREpyR1&7sLQ6m3@_SwNlO+Qo^1Ci~;qQ9=Ya zE{|s_)qfSQQR*@SvKRtO_?uI0mP*bynw&{OU$UwiC3_lzLsT*x*PH*AO|zq5yh_Cn z-w;bcK2wBA!rx4yxCo-UXt{FoU~MLiu|CKCIAW3&aJb(hnQY1WE~9}v*q;CF%GW6u zR9V9;^8*JWQL)1+V7@-01OK|BGByAWB^t#$R3I@2x_U`Sr_S$pfFQcA%(rgI|lIoHybZ5_yVnW~H|gv?kGI#s<&a z*3B=T%)(~doLY3G%GWZJ47N*g0)e6vDe!JNF7Qqxjnbw<6~+eaQyBZA%@B)7*ZCZ@aQq@c$(#0Q!M^PY);brLE)cK}$Yn4%_aP>*}l&_+AJYW>bP z@C6f}vgjc*^#iTs#cld~zQYVpWt7r6tFUpb;O(kJhx%3S5^sZpo+h z6fmQ5LbIX0aG%V(;*=Lb&Gw2rq(Y?)TKJ1qWsdTmZa^wJ{l^yTK9a7caZxXs z>v2H0UCXV`$pIpXU1mTkz(J?JbX4l>DA>$KE=>R>R1Z^|W451*&$-G~WVMW-!dwBYpT}{v~Z*bO)G(4x89jIJ0z!Z*M1W z&Q)gnTxuH=TYZ#DUG>C7;^s`sD4dQ#<|3x#_(06md~$v41mQg(!P1H2SH!}2 z1>H?k@W7l<{e}=lU;yuzzY_*W%sBJNDXV)W6iLI#?$9?A7RO(PT()U)T}B6WnINZ> znw<~3j%AygYy>6J?C36+W-|K-{Re#^C67esbKmPM7;q}=5cTRN`R6tyL0COYOi#diZY%B*;Zvv;U3DlX^)5xSL_2e%G0 z9L}e9HARZZYZj%N>RinxRIemm90)&`SWwuM=CxD~sXiH0S>Q9x6)HQgwtzf}EAYHv zy|=T`S9QJ|Xo~lW*>{_*{(VtvE7P*V{vy)n<>}Q($1le76e>H(OTMGtyOUk9gy*cx!LKb9IlT(pE1x3q51~ z7vuON{+Ia<@pGj1$tRUH zvhUYQqB=j;nUZ6k>Y2-#6KRtS1|gIlr4#;BsVVWc1zWxd_Z?JVe>4u5h7_Aw~mNSyNyBTxJ%JOqzO;dXpN`A4n=w8`$ z&kATc6!>+bwy%lSgcom3Ee@n|yDgU^)DT8Zhg~pwRgxm#@NEl_c&v<+CJLf9<_2E@ z@y-(9@lb)jbucqHxQ5Z<)XT2I^**zy9&tdcZb zu`OF~w983cm8tRvbAw6&jc4;7z2 z=iZF?_7ug^IwlpE_&<=E9&o|H9U?_u0yes#BvS9`Q{C6?n2;5YfH1nNuu4o@Gaq|^ z;I3$#m~3v?Z4hYWiwy{mpb}Sq)~fO;rnIl*sn#WcBAV8B9U_m2*0)CwDP5!P{m0aYaZ3ypKwSkwhuz-iQrS?gqa$Wtc)CjB8zyQnGXG&a zcFpk3$9h*eS*e&G=Ruj6&o^E}a1+mzbfy2|Lv;@M0@9ioG4ac7*P}(Q1BfzfjRAruwGQ1n$TqRn>{-s%xlU zQtewC6*Wk@z{fQ!j)Q+?Mo3~jZt(;b3oT0*W-(I*j6r~_Y}?R32d(RZ1GARqjb~+8 zGl7#_@kA2vMYgn!n%0hkwHe;$L!-LfO<4TAsM))ktuh}Fi4J%e*du$y&FmmIXQQY+ zQ13Y&Wiz1~TE3MV2j}XHXruVsmXAaHLQ@_uZ^}UP=+V6|hPw~9$*ZGR*}_j`(4|Hg zdp((m-5QR$ir{3iwtJ|ix{eV=C6~S%vKqgMr{l`6IC-f4X3=d#T;sZ$paNZC_aiO#CQgMV8I zGp>hhidiamIhH%c{yU1~M14j`vPNgdA9 zMy-_6Bvyd2;w<)_9xC8vkA@4zkph>@QiO-ZT{E@LtJwlhwx+xQa{fBaMM>gp>Kl>? z0N$+xk)^WcoJGgDAgcDW=J*3y8xwrB3D@o>$!IHzE^R~wilA8-=R?)t4=x^^OQU39SoBNtMv-j;bW$NXkPZWVB`0$-uz!k?DvHPVnDvAmOj6 za1cqV5I9C-gb#$-z4hhi@lt=r`^!(8yeithimV;--*}J|m_0@Od|&)yOAiBV)|RwI z<#u`Gb0fbl#XmpWz`x>8io=5)O2%hW0)dXaS>vBnW9y@IDtrpzf4PX3tSwnEb){7| zQrdg8ymouTlPFrvoaJCYI0%h|syq+xQr!3wZw3Ri{cMbQ<~s(~jQeL1cAp)+CCO*G z4o`I(N)Yaj+7As4`1DcTJkTnP!U8RaOC_xsdI$@-(x^w!Yw%v?K&5;EY=a1gS@W6Z zkF2zk{B1%-#M+*G&xypBaJCzgMw z61M!-T@Q+l10V?xt16t7-Hg)~VsX!7Y2e8n=qF{qtl@sOj^(s3ibhcl+3F*^MFIkv z1>L~fmdXvD=QlyJSUgQ7`2{xNPEtIW4U)#;aIh-BhY@92Xj4*y;+Xqv&Kwpu8ulZm z=;O|t9dQrY7~*b40H2~GB2{j+casX~OQjD7NrUQFYmtR6-vkR>H%R6f_HK7uvVg{Z zFrW874LO144x{VmuQFpB!;Is$%~bl>9F4$)SxK|94b%8q{&eN8Hi)a@z}+V8KZn!! zvq8TvhSqg;v`7D>z*xmf#V1+cjhxFgu@o~>wB-d|mHJ%YVKyG~o!zj+uty(o4^h3i z76G|UaBXU0V$pocy(dsdv@1>5M{i`vnG>@Q1lIXWcP?uhUVj|@Oc|ld@PNEj)X*5B zUl}3ein#FeXsYV`o>j+}9M2}SO-`u{nUR$$c(_oS5GNBhFvvIM6nPDo=i=>t4VI8? z!+i#b@rOQNYHnb++mW5Ch}4sZNsb`O2_GvT%zkTbH3{J}-l`)iMQeFaoOSn=tesBW z(Bn8b(Cheh_1m>uaG_)_ay_y{TviQRC5;@9I%mnNSbWF(;l3bFvOo;Dbg9>Nuvh&7 z;o^Zdgq7pOim_=X48=XN)Wu7pYTK2lBsz$o|N9U$!lqhWQmH&ZjWuZm9KP z!o?+z(?HUWkVAxobLEk!hZGR3m%1Uu?WLnPtnrRsLovR+@zFXml~nUcKW6Oo`|w7N zbu�G|d~Cmsk9%bG=&lvU_X!GB478?j4{r)te`0C< z8j@+)H2eB&qCg@f8N0U^n1vgim|9`s;2!fMTc#y5-gn)4=6Lbi@`X*U=JV(YYyBPD z)`k*_e?a{Gg#Ky-H^a`PXzvHar?YZf%I3K}9A2$Q>F~3{Y`|4V4)6!|5oRpZE_;Dn zx#saZeoM1CWzr6FN?uIK!(COnm)=g<<`+vFy6v4XcXhd|H!Cq5evMh&(XuwvqR4l$ z6JoNKI3%DZ!Dsv8BD_k{I9VA?)e-eG1xby6h-v<701v*(3w!ZwH*HsB4vIzA?MJ2G z?LGUk+|`(n0C|LZ^cO-o43z29Xky+ z@6#YObGL&ov6*-S$Ekt`fA3I1X&HJnJcMbguYnaCi>4gDGyzIE6SEX9;pc8MP@q(P zR$lg@9zWu=yhBrmckiHW@YV#0tl*LA=fSPpZ)+f}CdFPGl-wM|4C5H91jYoP6%u?`TJ_iHZi1an^IM(s1x{zygs&U_TJ zT6fs5iNmWfj1$SXBS)GoA#ysOX+AnHuo~VLPIAO@I@M~GiEN!evo8-OHL5uzCzCwm zmvNJSavYNhHI`4+_9K>rll*`{>urqUrgW>G->Vd}aoe|;?oC>lkq9sCv=t(Cn1nSV zyT(jwg)Fo<_|vIVvC50nMR6#oF!8O#t5s)|Dj`eGk%BUGTZ4XwKb|h>@R2qNv>KwI zRiToKXlLp{?Kg-ys39wGT-IfMWAwH?We`0-sQ$Do6~*0>?y%q3JI<=bKn%jo6=zoV?jU$7E8dL#?$`` z3rsk$YJR39X&$S+l2VENlWVCx7I5_vKG+3>E?4sEgN6*Hx;j^X@eR9h)-Z0cU;Q79 zy=73FVcRVVg+hx%ao6G$DNb;LyK8~q6bbI`#oZ~cf#Ob~NN{&|cZUMqdC#6b^L^hr zd*=MeJkRqZGj}G*eP7pF>spKV)XW}@9_C;DS6h*+yyXjRO$S2ugK$dH;z6Q3C~09c zR>n9U=rN4r&+%&8I{jJp>tA=R?nF9D_}IBPZ{xHkr+#t-yW!`9vQiJFE2MazKV^2h z!Cbdu3waZ_$%{5YG*%&_oG)F6Cm+TRSkZ`avg#rJ%7&i z3ts>3;h=o;@wt`3AYLbDr_7PAnj(ov>K2i*TwBks_(Y;I{d)ag0LN2p-~wLe0$53DFJe;) zxomTD5zTfRe^8qbE6vV1q5It%9stC##GuXAp4 z51BGEn5;do6Z=xC&IfCFL*@~e(ClU>K)CXF^$=g;C$h>INUy-vFL#95X{c=ko_Gx@ zT5gKQ&)o)|%=S8(XvDZuvSVI8dNh*Q-eMgdHQAWTHi_5u4ZTME99#zB8TN?>=fF4a z_CiK!NfgfSW3t6D9cAK!P{emdDP;p0ZrAS|fAT18i^M|?cN?1w69SM6g2XB=oT=y^ zWB~B?zl%Y96^@N}<^t9)3dQ#XiY*DK?t?1{XY(b&)_ic5e|r;jXHHa}x(qJyG<}#E zXx}tVT$%CI#+(V2@4F2AkXm<$ZmfbhLvPuHDD5fHp^t$THJBbo@yZywHv-0udQdS-Ts}Q#xFqP3#d;+quE!y=gf_lDW6EXe+ zr@KlI`M>}aEOwbQ-C85aY?p>V`%0>@bDWqq4h;cS>oNSrnew9G8ja)(`LfUC%E(s- z5^5?_&r{}ZAK9xk^%mKxDoXr*-Gm}~+Rg2*kjRHWQ%!IQut=HayBhSXydL?9#xdXg zmIO1?0VJUy+xb7fU_!)Xa>Of5C$DQ>J{k;aYt%8qS;xN zJ4Hmfb{~fVFPs}fOtm+bZy}4U7tMP!P572Y?^k56FgwY{sx2JO zH`R}=UZ8|AQ;#S?J9Q=9vpt+O{ic6#Y@h!Qd(g%flFv=hN7xsj9x%yOU?>Bj3njK1 z#dwAM$6B+8rOA)k%(^r`l0)A8+yPk%;rJa@5)emZiT(-``xVAWNz;bmpUzip+v_z} zomVj=RDDDege^Kq!2|Tyo5?&M@D=xV>aV(>)rykh<7hoxebu4(Q*Fa3+sPuH8fU0$ zF`769wZ$>_bNTRYGdOc)maV!Jhs7jC<_Sd6=T}gFW~VmqD(`Ng{;>4i+-dtI%if*z ztKH=Dt1r3l7j?eUlyx?FW$6g*xS5ZTq@B`I_ld5%7f3jVS(eaRHKms5m}_Do zcJ9dC%Qa0UcZ}rg*EoBWnK7FY z6&L_S&Bk2FudsKYoRS;97tl3_d4BN?X(N^&IB@r$cqwGEPTa>P>YpC^%yW=7I3(R* zFFGNYLR>fo=bP@W>|4*2+M<}VbZJu8^r(4$^%wy-(QTC=uS4j^t#Jax4FqW) z*~%?w6ZA7^;N|^0IxO1deL;$yIy(&=K&Fmz5`FMLII|lAV0-aDILkHmh(NSpACm|c zfCen%)iiPB#wE*EM9(86uJQL^#*W)rH^O=A zE7N``WP*DZKP^Ni?waOom%RIVKdBG9!K;uwNJD!k8XJ0xl#G{?k=3EoCK762&8B82 zzP8n5B>DaK*WC5qh53@J&rK%n`ueW#RqWt`;2pmGJbdqpPaM!Tg>SW{?c~#a(+E{P zJG-k9S@@~ZrSrg*$QvfICj1JEADWd~*GsvwcO!O>*qZ6!!=FtkTiqQB5^+I>!z_Dq zd1Y4W=tvc;{86`Kzx|;*2B3UfRfFl_cB0v$xzxlBpD8geGEwZRSCxA2R%vHPv_uFM z@f|w0DY|WElxp0KF(f{J-;ntMFB-JZNzO~2Bd|aRc06-)52Y9KCSI=FK+5CSq{aFP z$A6@AVghDeE~w`0J#d8{7-;I}Ry6`}zF4QC?$x(E5ngj;qpZa3MZeQV$Un*qqt(~x z$gbogP1sm2%sh*@p7TQU*L^*ND6meFMKfqqiUX8}iMAJr67gaZ&N)G#Bmv;`$o z-cj$diQf~yR_5CdCD$As&2n-R*B32}MhMJ-mW#YqOocRXd@v?*8?rEg^+Rzs(X>A1 zi`bLu#cg4@tXy`IyMMKXlCox(d7@aC`%Ggr(8>;F@xC_m+>c~@mb$pXHW;zxTnoN; zW5irT6TX68mxb0Vzzm!9=YakKCq-*~b%yo{z}0oCMh)Y-W`J9;rg|U#;3i@cVxml3 z+<}I+L}w0=MkY;U;3coyqU0N@Y(m?i-g~r1518F*~pe@U*21#w%^fW)k#bR?&4{Rc7R#l6Zc?z zRRi=Bnbd1eT&Nvu#XGHQ$qeq@$2pB_$?luSs7%J&r8n@`tDTzkfVffjs=oT9zrym9 zTpzMV5ZZ>g`du&?N++Y^NhevB>~j&^dsgBV~{KhzeRmy(Hp5#SfcS!Aw1fBP+G zKA+}l#~GsTNC;vO@O9R?v?1^^T8P|Lc{!z_g4%c5+D!D_Kj?%V5r5PPz;G&h_0KOJ zVVweN>{i{HfsdN+i!-@N%qZAn((aHU+HI*fL-;F2u~Y*edWfn6?S(eAZ5a?ZZz*CF ziMy}AT3T6>DO1ijEOX!cW+XWHT9)cdPLU1m2eQ-b8^pH23fK>@6lazmR@DP1K9mp0 zH)SQ0kj(dyv>tiVrdwtfu$!qEhego@!bF->!scFrq%WF>O|860U*-KBri&X43M>h4IzXQK%FwyMj6(hI(CrkFK!lydCn8u__pOZ)+5eC zLQ(odVG&VZKxLYLs2_b4(O%{(u$Ivz`(?4ludQpQnlLTas)*)&@;l}E zYIM1AsDiHj1t{@7iO-TRfJ6UJQPb*tjww$}Psk=5zs*wKQ3{Sfr5Qg-00QLsljhQ#X7b+)0*e0Wu(FE zSorc#dGUP@-wFZGk?`j+*O3mC**@D9J#PZ9D>JkKtFJ_{UsWRnaVJjIC>CdqPQ-!r z^un(yqTzvWP5h(O&Ig+1YDX2!6y<9Fa1n9gl=Sak6tAl|I@plDc|6G-BpfbPUvJ%J zthUBO>D7iyZ-h+CJA;N=A=O)1q@?VK6v`0$IjJH$y4`WPbhEXoZkwiWO9CO<<&L5j zeD6IZqFs;TASSCnvFwdh!2Mntsdea6DTohh>(bz9d%nQ-$*5M75`HYGUd&HZ{^SBvceJ7?s2Yufn|x|Lib&Y zOGs6uvZ12Y*<68ckxS^3`&Uo2GVmbsbeXJUO>J^gLcI4IH;a0Z9uIS4YcE>x8@HB+ zX#{TydlbtxkrR>^+T9B?znbD2$#C&}@Y_tp(g7SEne%juKb9@$`q;g#tB(sMT9RRr zma3bX@@&wju4PR*mf)H90{46aNXgAHD9^?Y|lEZalvsg613 zl^BvDb7Lua&qmhcn1w_-As?_@?Ddr}zUk*_UDTRBNu3XVYpcmNbGeAShyiGGPW5 z=3R_*K%3D}TpUw*!L~eS5)yhqNaj~GZ{QWaM4g~2w3656&ig@R!ltsy7F$|S>Qi}A zA^RJ~Mvi8aW~$vtiY7^{=c=;vh3bz)`4pV2-yA<-$mJ0F)3wc6Y7Wato0^uIS8nf% z^*mPi3MESa+sPf3|MOil4x(zdnTv4ao}4ThZvI#$XV{2tkt7WYG}9!PeRPaL0kcE< z>)+-u=F&9(^xa)(LV*7=xBe*t9MWcVfS1~S*RI^rGL^H}Rd5r15*VdR&#cKiD&M(u zZEYZN&Hg&rOtQ2z-)198C6ZOMhl7a?EiUj5T5Mjtn;D&N!irZAPY&c8ynXQ(DE2`zS8O{|) zGmY0WX0fQosbF44-;!_0l{qsB-yaTCu}wBz{kgAkpfxE>L2=^!a5edc7xIiNr#rVU zxr)@s4;6}+8FSDvTEuQphNF!>Ss6;9fuiv0_(7rK^gS*u|xPqByke?~vMThY$nXe?J!6+b$QiBnyTQ%S3CY@lnER`eSBht(Gj;*>?)$_)3mk1I&}f>J=QJ+Q|7gOIJo+ z1SWI#j(k1#DTjF|9STVXt9r*1_u-)Q2j4AS3S1u=hx~QA*Yp+KgMH=m%qo- z`|Z`(aLOH`>ZarZFLYqhSK(j!=mI;oP^|d8otTxo+Zx8lcEr?YV^!u*-KLZY^rOt9 z7yg=maMnlIHu#V_arVCgS0{@L+*dZ+{2d~wElW<<3}%3wS> zrNtt-rLc@7d3e*s&!MFdw;vSgtp*7v28Qz)cpcXgEZ8YVc??fUk4pZ^f0`NuZ7Xdf zP2&~GO1cM0cag@~kvw)9JszVpioaMZF27=Uxt20I4SzlX7BMgn8o|csNp_MP#Ab5m zOh5F>6!IgU4c?Z??dI|!!-o?=XfuswN;aH;O?+h9MzbYtIUvuooiEM9^eIsCY)gn` zfANNq0`xRVu6N%Q#1DA-+zDjpnAUg?7_zrvzGl?`^wk0d-i<}S0&MFNv&(M=kXhw; z<`r&oOuLU{tsP@kWb);{V8lfyw76dA{2?rj_fJM1~ds!lqX5Aj%{u1mZzmji*Zk*=dQ?W>>-g;4{jde6sgSR zmji|FWk=H^PJ^`Q&0bf(V_VLS45IPBS*3f1j|3`@9?-bgJ-^zP5eMv?CIs%)a8e{Q z{O1tQ*VvoxlZ7PIJ%IJA*@P{GJ|ojr6s#8aZOhjr(mc2&YG6D*+;OLvgN5^b>@5GHG6uzs4TUJ%kOr6jtQ1nEY-hO+Sz2OiT3`KqKW%ias3zxXI$PK8@F*; z?R~0-E3C^Wgg4;-su5>@$#5ev(6VVi?w6k5lmO#=!bO|qsjErgoN%v2m?C#>fP>wu zN^XHVzYGBN3^H>&Ln6w>b}I(OedZuz{t+rd(A`~8&SH%(GGo+iO@?E{5>X5gMhMK8 z-9gl3#h95P^$er5@Heg#2N$wnLLhqc-eCt=mpG|BvJit8;RPUNO|%qNu9Hd#aqVQ% zw=Kh5F^S1s-t)U8lgsS`3HjeuMzz;x4&TdLgIoC#U6{NVBuZ8RIg`Ez_84AC(^>xP zzZ1w(0mmKj9NE_b^W(CqMbnfsW{HSVlEWST0)s{GJ{;*0o3XML(ZdwWqmBaEuCKOi zKyri$=u0(QFnlp-&2tGb&{MzfZK5^Qx z;<+-ZeHa3WJl}^RnGlgS@!`LXR8g6gb)|`1lZ4%FJ5d~QO z?r@0;YY4bz81jeBL&)uUf$j>;MlUWbKTA1z<%x-GTVk9Yz&vs5Pd<7DwXGOjDHLf> zcl~w^)~~>5@GQ7BMBf2k?Z;L!h6^@34AYN|Q=~&Fn82?DpHpCQ*Q;7}$YEX0tM#WU4 zor_X@0ri^=U9-EsQ6+wy*wb!U>>auJ6wumzVK7r@?xI(=QcKe+@m7Nx3t)Pmszv*~ zn+y};Opu5BmD$k3PGHL{GT$_M*O9{zKcVLEd3*oQHLn}#XP~tZK<9YddT?NMc}O7m zS1Kuw$KX9g5!*Z^#5y$vw^rdA9DR4DwUatB`j>v$gp1+{)M9_6b^8<=vwo*G44hZt zl(~P_wqtU$%`;7G+G9>%289m)BEtmfr1eASVyffPa)GBXxnaxf*DJoihQCJ%%~Sk; zyyjoLob(EFT4#<;_gB#MzGkkuodP#8pi!syMh~=Y8N)ey7UPeGOH668$7E0hmLW&B`L4;tBEXY^jSnst3cFp$dmjeDP*Yu+Vm zk-A}~P`$S6kql57T>w#$^BJql4_9?>J^zjTGs^#?LLGdIl3X+YH`p)$$C~axI4j*n z{h@vN51)Y(>aR@AfnAh(kDy-ddrlhP{JP0sWU|#rZ})bt24+Nq22y>-1vgW&M7|kP#&Ha5Z*~zi)UBv`$DIvj_%$ z2`+Z7k-PYHRTfwouFT_3$a|R^1O&X_S8$6Y$|(*qpM0c5%z1Io)VQs$_8?rUl z67Z}`TYHWP_Sa<#<$Ej{q;k8#cCpXdUshQtaPOb1?1){cD`{(b*GKh(MPax!^J3x4+w>3Sv*)3lV3G?bE@dwtR32&e4Gs36X(>zh8 z(6y7bPx};Xc*rACJIJ#;`fAehi8IWNvF*(>xErp$O_rf|e; z1XkmHZV|18%=T!9YM6?ktTxtlGLu5R*bmRa!H+YEwaHtSF4ni*42z^#K(H1~23EPj zri;1I+#qG5hn6y{uJ+^P`J1NF@fXU5TJ)*lGy~(B7Q8&xdn)0*!@G}vuzBVsUc`XX zTkEwon;gQl=s~=UZ(q>rKzOnY% zMTiDH&l^k)l#WW82Y{kf^B&4Z5DtRcq{?i5zbvWMWe6a5`qve%X^&UF@)Gmn40 z2dgJ0>}#PNh7hRnGhtGCgSffx8dLMi)*uZ5J=oai7UPbbPQK2WBU5)}ceW#yR$XS{ zd#i$(Yr^KEsbOrK`)-G}M{hKZ3#@cjJAKwPR1wiBL<7P(l>t`{L1CX~Z?_95d1Z-q z@RV4MAC(7Sx#G^ppkG?G=8jw?2$~B_T zP&ZD2u>~$1{a6O_wgQT%$q5(|D6vtuu{(<|s8<-weQ)FQIa&%niM9P+fW~1ctpj2u z%XgLjVFCP)Evub)1Pa2FYXIp4}`lAN^1;iAnwRe7ba90eV~q?NSG zao@y9f$ABp=_q|}$k~eb#~~&Dy-k6&<`Mg3U!9_v;ucVpIS4tDDq|Rgwf9#T(lp!8GDLZ4fGHr=6Y-kDfpY{fw-kZpAW`BPsJ;q7AWwiApoOAIm5A9F> zfzt{fFgV~*C3lB#<*~Lz$c@efv+?4Xpa}JZtkzDrv(!rM0Z-*hyiiVm_$o#4i$r40 z6guOUQyy0l`r$4!{SZ#QoO`y(C2MSnD6IXKhYU-T_Dq4|U?yM668&e%MnszziMsk`Z`YB-{%>hjct`(}10YX5+zYp-Qp53fr?wylE3@HCNH+?-i2%k2qq3DzR$~ zxCmvrX!@^3(<#BIp0Wd+`~-&8BiWlfUzfGCw3xcX$i&DPnHK;m|F=9g2s)OL|M%s_ z5MkHh7BdA)Zqavra3ARd-g`+0cM*BSZf|dBS`zy(^fV8y$Qs?H==~}t8Cq1XJ$w7~ zLp@Ge9-=9!7tF@jgPLs_?F!qWyGF2`mdYdZyYfxdJz8R;TOmwHX#sItl4c4lqiinsyU9w>jY@aD>jpY zC=;UId&H5|@!dnZoYTmj4(y7~jCuR833h*R|c@t}pWr+OF3yp^dXHP?Kr5k8Ge#73^{$Mn zg>yYj0gsGbU{3y%_8F^u@>3(3T(Xu^mV>Yyj%JD&86T4 zGPo0Xv7W#F7w615)i!IbD#o2(7jyjQWiM>zX7WgwGUhC%sSGiTo!ZpT^Jz2XQ9Na~ZnBQ%frT`}9S2kcn zn_ZwA6%FY*EMwG?jnE$Mmyj7K^VsDKIDNm=@RU)=R;-#;KJni9khf#SkhuoD+{SQN+h1*hj zBJ_q5-)D`czhb6W_M-eWwPSkev=LSC2ue@TQxG5V|`lpbPt0D zl78BRM*Ps<^DX$Oo!|jXo8z;6tVOc3eMZ#1n9@D6F+2Qh!#{<4Fw?vTC&3{`CFj;G z!f{XT_?aQv06TP=YneBAE&FO5aX0#j?A@rZi*BoZGb^5D7z&`69e{`t;H@!)Sg)R^ zfyLU^#F7p7(`tZ|Xyy7R4rn>|YIFrE2ihVL=|4Dw`QjbXUi{Na9I=Q?!Gyd? z(~gIJJFxARcd_B2t~-_bIH#4OrrWu-5>HC>Hv*4LL493T)~tscpV98y2|nSM1>Vgw zKQiij6BjUUAzkN5W}@zAr)z#Ufb7@ddm2TC#j{vql&s)mTaVZ`GI{;n{dWrAJ?J~l zrlj<=c%n7bqF@|dP|$y|R`@7%m~Ypm<^M!0Ys8;%4N#EqqA%T!!8v%? z{%Ot}&&PNqv->zQ2!zKw3D<-L&W3^-r;VjvPXk4fe?yFI-dLwy?2rWQgzXl{RX)&& zxJTUpM9u`7I=_=G?IjvJd0rTh*411n%M=CzT{phoMjiSRu(g+1PwVThr;m&;MJ|G8 zL~<-o+{wwCOukO_+^231Ws`y*wMnkDme1vVIpsalBXHlDQn({PJT=G0#(Mw36^+o; zU4;XfiTO17%IQrRO_H}W-M)Av+FIY8l(TZ|;U5d;=?xb|-BGt{#sQgzdtiy^g#WV_ z`OkAjzYb?MmJ_-QuOI&v-dVO*;;~u;$gl!;C+fheJeh`d62Hp9XhuEg2K!of})>c#Ed|W)T4(bzPz?>g3&9JG?@^9_F zsYio45iwJ;ntX>chhm#^f_6$LrYm1>ie!XEYXXoRie0>lbCS;pTe>K$G*L!{EgS*T zUeHVueMg_Nz4&sH=oX@9_=yw!KQfVA-b%BDtxZ-3DW)l+uP2)y0o|v*wqK0eTkwBa zeum(_fzX&j5fE}6{ZbUZ4PuKnM`}c8e^EB}*3x{fTjy*$BTosTh3hK+26Qe`)q&2%}X-t`1P#KMO>we_L0^MiRSJ^orb`7>YbTUB_WHm zE_Zb(LzBR5JJZ`~tn3g`#iT*2adhEP)LPJpN^A4PV(9@TK9xVYt?-3R>aazWIrbpC zJ~9oW8&uB+!m3D9@VOCNW@Yi0U%Q0yOgAH&M6F<5>)GSHj4s{-0dlGGbTt%wZTCHF z0G?t#zq)%oOn+{+p^$9i#YeIy5aHtf1+&Jcw>@Hn>B$&F0K=LtAzCV5gtrXfmxAd2 zP3XG;8}g{v!ON9a*5}byb9Im>0_s8%To(mCA{k!^U{MdVl1+&)7Ou_hlzuAlzxg>v;Q&(-~bFDQ4Nkk&*BA2BOXh z3osq@Lsdmb+>xlW_C%kY>MHwc))3>Yt{lK+A!T|o|PZf zz&<5o!2j1)s47LK1hb05aYT}>@w?OxxE<5(6<}Sv3)Ekf9Xfaj*dc=P-TtUu_(SE2 z7?qWhTBQ4g>An}vXGS~VdwpDa55lzQ=;ZE?v2(jSwdj>%ORO7*9itU;gEeRzE5GA` zgOebeOQ0Z1l+UL5ubt@a$ZF@-wH2Yn#j3xN_BbET*Qs`e{mz|Zmu_pYrSmrR*h*RU z!wg1x?fK{fk2Ln`!gS0CJ{4IFitds@U+&8bmV`n;?g%wviY-A5^;AT(Aevx99i7V6 z-OAOyZ_;)LJ{bm=$V8>d?DBijXWe{9E3gJaZ<}*0_Z_BvLFQ!-CFULibu`k8Eu^_N zs8xxfxGfNr3S@`AReidy5h<^nhSm*Ba)v}#lc~5qAHd!$6S@y3#m*qSl#~F!3TU4A zV{WX5z1Jd~pdEDDh<_^yDOxXyVm&p9Tl;*d@);nK!*Pz@(~I7jCUTHuh?bfFJDWTg-Rxe7O2TOtm5lAf;E+IUtxf-#)E-R(RW$jC`?_6GeE45~N>X?XX z9B3lQ<*EgIm5^^rjeM&~3J$x}4!}K>(GSm>W#9AvqOJ-3ktLv@LCZdvP4xdF2TqOM zE8bOYnd#uRsYs+*{jE@l4;B6yz|`NA|32BAg=ISy=QlWO9~qz|5N%ppvxnn=vV_0~ zrO1(nb60Q44unnKhs;$I_@Y}kqV~3F<`7iR>4b5uK#YyDMwaw+NryhOE0b{@X_0j! zT2i`KK7UQE{U+_~{8kSC9X_d@lo-!b#Qi74ZrqyY^p(&F*~XSp&Fxyyw6QS(b%M63 zy8tFxOxS3&lnABZy!-0x#)vMPA^RsOVX&+l-3eq^nk#x&3BmpTkr0iaTXB1F-Dbxr z`u0SlDBM{Ks)WP$tz)cv1fyfST33A8hc`g7$`X#pKb&Y>dPl`N?acr_e1z)IkyAK@ z*1a;O=9=SJ=Hb}a`o_xaJR^tEWzZNUY1RdI#d;^|NWvt{&mP=wb&?umQYWo)MUH!r z2%gx|QG=%~92pl$G2yN*RityZa3RiI=@A$*VNb@xF}qY>yce12RFj#v4dq2ctvAEs zNL1b%s=$_^?q1xbx7K1CIbC)s{3gW6{dLc7b(34t)!ejyc~y#mQedF18j2yfrTnJp9` zFV!^5Vix7oYCas#r*~DkVo~3jxz<*QZL~`W&9=<_a91^^-|J;jR3dBo&Vp!=ka9km z!*6I=p9_}zIUgRas;5^S<62@cSo7&gZc!VGsAcDkotW6hWnF3kqiH!{3UJZ?*Gtis zzp*XKF>0R&y)hgqzaRhr`m;_y>sqI!vmLumYPa&{ueaJhx81N#H!O*S0E+V=-u5BM zH?+GcOm2<$FP9hqDBFA^c)GM922He|M)y9@?v#kg-I$AWmYdh^DMXScN#4MojIhQ`HhvNt>9138LjO z_GH)I#J}H)kJy^BLV7~sR(cM|1MVx{*YOmYr#lC5+V>RH%&2ra1)=LCA!hJ1_JrAaQ4zCGxm8D;8Gszq!h5v_#D_ zD9lVa3$pE_b%&6(95NY7rP_&$)0ios zt*+0o(j<;5GPqi*3?d^Utp1(lvOfDg>M0rJcL;z{s4IdybSVvv^x4A!vWskdC)%_b zGtJl^Ti2|!#9cnN>3yJvra+SjZS>k1Opym8QA zAPh!6+etV1rOhZ$c`jE?rF*r zZf$v%73OFS;J)CKa$Zdn~~H@ExpIMLh)VGP5?2{F!Z`_hX`U@d(DYK zLO5orORYCr#}Dud)EW5ANhi9xK&?4*Y8jbc9zjKu6wfJgZ?kXSmCF&rmdC?f>)Y(b z-G?1uNH89e+uBCdI zMKA)<$8YVqA4uQ0NmvGfKwN|eDUCeNI<8i1QQ;#*w|;)Alns7Cu|rHRD-@le9{pC~ zlu}Y0{XrUsG}4#e+M`TGzRIXQi{>Ywti?(2a`MtUc*18;u`Nr&5Ru3iQj21IlUb~E zg#2oE{lQAETplM&8t}Oo9%8K>dVA_ov`clWm0aw5i!q#GPR(XaIh)FssYELBZ|TE+ zMqcxcxrOFsOJn9Z_N^fo@aYyxNHVX|n@olR;~z`(8543oYoVOX^BjMCX{~^za1{2$ zP{(uGWoV=QycE4fhPbOGsy?(OF=Nb?{FUmg{%8@xnF@fyssNTPAaBh2oc-H3R+{** z5ILu4FJ6dNQ==P8Uoa&=TDgRopRMY&x4-3BfQ3N|-0LsbZeKe(pdzOf!kGx3nY^dD zD@WrP0kPq-{Q3pc)b304kUt8|amuAEvP;(#o81YJo)xeuVp}cHX1`u5@=$8TPds?3 zL1{yQPEbK0f7v=d;aUsnC0teYJ?O`RcyC`7XK%vb=So4JUAw_kFRhs3cHe9cJ1Bi% z+<4_kkSHQ-ux(h6YpPeVu5ek*n<&;Jn2K~4Wsln-9NgmhosMB?9C~CJtAe3h$JdQp zF1+~;e|Hl>l3BCp0?8XCg{ih-YWq1hw9MLPwR`yYIvF!hSK#c|mJ4GngP6mU-~q6a z_V&j6iLE;V)#ePFvjG2gqoz;np|(IhuF<~DQmOXuv2sxiHIiHZ+t#Zf;J;o4F~gTv ziH(}H?k#j^6@Px}hJ1;9E)IQ}x3v@)Rv}wa0vmZtDKqW2W)-zQ^_CA6L@~v@`!Bux zf4eVfXwMx!7R<6H<_Ga>sZYZ;Y~ip+-z$4ERR580te06h8~3f!3}qW618ho zT%64AmkSC~=ZuoO_DwU9;`6cg(5$zfnRJbKC73(azCg>~w~CZ7SA3GdaY#teZs+L6 z8yGd8Z7eq<0p2fTiV9**xBa?I0q)=P+bl7=3Mc|_CKSWHLg_d+M(54@PYn2E7WM$} z#~WL!#{^&Yx!XwpbV`@wk(JPZz?8%EC}MkY#kQwsl^o88hJR_@pq!(UmXDxs8F4>v z%PrdVy;aV>)5No1%TUQ-wBCut=>^Txw1szM+)HQ5w{O_o z&kdS9f;2K*RHc+Qf=Ht@(;Q8Xp0pgvnJV0A2c~YJAMX5Nr@Q(3%hVGA4 zHX4Rl=+1T}5+&H5U5=S5hvmbM$UIDaD1 zq#WgqmuLNubWg|-m1w{L8&t0Q9e#xmb0XDLT)*G zHZA<266(nbPsC^BoEdwd70dY#j-4R_l|oeMy~77Nl|9l@5PbUK7v_A|99F!JO$OW!#BQ2je89;Xe zX8%y+JR2ya*6$12`iUJD9YW<^gGinuEfjU|O|2nw7s^Q#0-|0a;!NtMPzv9Os(2vy zgr~EUXsv@499`QZ5@ROeF|U2!7S-FDAI~A~2p*(a+-@r<{t_|IF~{S^ZWRMYTOf`= z|9Vsp2gW%F#T#EKT?*D$LQ#l|&h?-;xaM9j9_39{U8VW-DPY()#`46AVfOZq-7fX9 zP{+43Qjo(W41iN^IHGBCv9I~WuFu+s__{}VU0CfEH(XcE>XY@GHJR)EYOFT=1^<54<1ZFnH0ya$&%(!FT}bJTrtE%G`=o{E#&!l(KqG;W(M3E zTDR|2?mxJpaFEJc&QdY2t8wPAzRpftL`r11Q9H@x9RK7Hi89;@b@Xt?tLQD{k(=^< z&;FD1ZGy70e_2(G+}KaluWauq?v!(p|9-Am;E7Sv_DBy>7C5qtujWam&Gp9wYoD?h z@#E_%r|$^J3g@mY*;t1&X<+})K3iTd>Jd2N-FJ5TMVxz$oa|8 zJ?JA{h+af0N35B0GKP8hsJqfw2iisw9oD7CK$jKCtvmHEXf_N5of6~!b^HJSegC`I z$VRK#CeyC3R*`X8s6KiQW$Ci1(6-nkX!-gK^-p*_5?EDz)5}0{$;ulV@YPOQW_sBW zc&%HSeZh1VkM7DQ|0&v6wj$H+R-if$Z>}8yH<-CWbBAyh*ZlzbA@e6?5;i?x^m$DE;DH+-^3xk$E93ht_vd0F1`H=#-Y?#?S&^EW zL#T1>M|a#C;wWEFW32_-lXsg42q+k-WcTXV8%!HMaSr@43!6Yhh`l3q>aX=lW-7Xr z9)s54RhBLra5hxCg>9m@2>LQv8f9x$sRlck#=O+(H@MwT6}K?BBf=$ez3x2Dk@(iQ z{cJ)6fqM=BNFsVu3oeyE8pGr*89?-&syBA9;k_4Tm>{BX>$7$C^)>rbSGG%8!E3Rw zJGHG5PGgKZtyw%-Gb41p7jvYTK(9W1N0y$Y?BmG@`BG_rNe?OfGLJO)#xh!y==P9I zR!uzCgRfM)!G1e8nvO`yptS7xkJW7XQx6mwq7mi+vA`MLH>_|fB!LHb-Q8DvtH^A( zIL4aW9SCNHzA#nc7|4T3S#Owsk*nQ_)I9Zjdw6VZT>u8bPWn0W6Q!dorvCLU6keRj z`vSzxXbCI2^0?}r(Z}w?UP;lI|KK!L42l0tEiGnSQt%IcZRW*-QlN(Rz+p$fGM5K#VO`6QaV!ovI244x&|v*wb*4?@Xx>eq z8D=QHEL)uAV%+Y?>l_HZt^UA^XJ%Dc&N^Sm0vTZj@v|+R+|k#}x2*h*s4E(;{R%nf zIeUeTr4C<({i1KdZ<;nIxWKYatWH<`p>1`0`6$zJqj3A}QI}=1M8e^XDwc^PFOmRh zl|?W*c=qaf0bWY`SLx!K2_rphswr*z@9wPj8IA@0ckBuByCeL>s;JMP77%#M!;uzC zTGgm_D=V+@$jV)i6wdk0ON%cGEVr){CC38>o)yo#>WB&=nhnDr(1KrW_U<}67ACyo zX;S<>O0!|zU{vocl{OP5n>3!#CmB=rR(gBSBk1D-X_|&5k#`gC3qd*4x{=lR@ZgiT zFSO<%?fK1hdgYU?56cEPrZu7&(c7Y9Sza)C35*y-q;ekFYrNlnBAE9m>%)xxB8fU! zM}dGSa7Qs;SBbm8DQG>hc1r?T;>qD$XHzU1`@2f&`Q7^s;J=PAU%4pH3HvKbp>;_r z7zR+8O9Wo$hLHX*!rnTl&G_B+4F!s|P$=%j-QA(Zt+)qwcZarEf#6oWxCV#dQY5%* zkmBy{z4@Ix`^>(3&b@asnY@ud-^urpwLWX_ysBCymDO5~bG%e98Onq`;JWZQN7!)S zAkrppjYZvW)hECV8 z1XQ&BJmx=9Y;V9U`BjYgsWbE)1(12V^8DOa31y_4%#C@Re$q*Vzl@QRNG&v8p+QEqK1vGKhyX~5s}XB@l#TxIA&rm4 zhPIOXA#=VI`^l$HO>`rdqkUQD?$?y`z{0@aX;H>h&KuBG))%qHhU;9yY--QDEY4*jRPYGSWHn)Qnt2?o-U8$2MS^G ztl$`zq@(%y1ia{n7y@ zDT27vm91fB-OR;#l^yqKoIkhpz_9f`V__8eQvwQUNX8;$jxvi0N=X|*55U8Yi~ z(;in`gep8tQtzg_6fg6WCS4|=W?7Z2r^+07esMw8CRxf5Yl$-AB@zei@NV@C^%_k2 zJBn}X^M#%?&_5@|SZ^6`aj{Zm<+;x!|;QZw^%xiM> zPmkoEP64~&>il-;eA!J=!AfHXCtscAL2>;H3Y>eLujl=HNnYun?<^2QjAg$=WwA*V z<;gMmky%8lnmG3JqpmRl|L;?1hX3PtRc+m3?=$;h!+oDwD+31ak4_8=)zYoxdV0Lj zvF1A~&)LGvH-g`P#)+>R&asG9cGjO#<+Ig0@X8Pk)%I$Z+caeVd_RXqV;#Ry z6H#_^`=~V%`9XS*2yY7!A^GCE6qlN+u4%IuqWY)P>;39b79Ot`WAocBRK-+bsidCA z+1p2X#UDPL_0HzG9VbzZ#c$Xw-G0{y2W5{Lm|w|XAyf4Eqr-P`ltn9lIFyY*jLtOU z`&jhZ1sFNmqQMFtvGM&`Zwl^ZN#{^+;k%YkDTOR(G&g1BUwuS5R~B-G;RzC|>9UUPqyf$Rs`>ZdlXAgw^||$DJ&&53<_gM8W}wzc zU#6-+dz?*YE_%WNE;oTPXSVL`PE6Nt_LzseijmJXgw7)7&)4Ad*-AI9ve8k?sltwS zE8~@(@dKe$v2PUr0AInG%6#Kf{{XIp?_{|se&v=OX-FjMFERYe?#V=~dh7o+DqvbO znH3IHt_B)5tY>oVCO43q5YZ`p%&HDzX7g8!PGv-Q3Lx0F258TwiFaI1e>fCyZ$lBw zW-_wxBMuG|VWuk~m6A<9#)cU6LK@vn%Y$y*J^5qUyhlDJHa9dkO>Jk0uK6erBKw@I z6$N_IKT7w3hFw9|RrRm+{!-}{Zyppka!WGag&`do;n7t*~z!)ax)T=!u|0_tiR=} z+XsKW;j_-d94H?tY0QoEMD<13`N)PPAtAm6RBdz%u~5W9T`EYMJDIl6Wnr6nW9}np z1_uWn1;JTe&k}2-3!Ot=4>M<(n4>{kUd|-~;xBe>RTA?+hFR7{E23XY5hcUVapzUe z8Z|ftIE%{@rBJ`M=z5ogBQp;BMd{w!qa>OPwtCX@kX!k<(Sn&y@gh&mTBAR)&Eowe z9?&{_o)60ED+dCIzl#utuV#Sa%h>NI8YTrc&1ZTW!lkTEto)vhf}f!6n>-t z`^r?->-#3iOmpRRXCl23*ewQq0&3@ePCE4DsFimxXrDc0^8`3q+n!nw{msegojK6F z<;EGC5KDQRP2|5sv`wenf^-MQY8hE4@4l$hOo;4WN0#Jqg5Pd5QZyJuq8%CB#KGX|*!lGaf7`eU$V}OD72j)Q} zRxWbT2j0E|1@6w>kG+DzveI{C;Ql&ACuhe3O%R)M^N=US+BLMM(#Tw;=>ju`H)Xoa zOx$DJ?Y(lrVchm}4}@My^+0=iG(OQFH6Zraf!?rT{a!d|I~zCuU~cgtS9f}Ms!_hu z`spI4Grx49{8{ciWo)c3qd$Y_4M_PrP*V~G1steCfK7azoU~AO*_?qHBa06oBzt6S z{I_rdg#Vvw#Dpa>BNZYQ$!p#z;Qdvf&aJ&Y-|tOYLIj`9me&7}`hN%{WH0BJ4wWW< zVzp>O1XAD}S@nA?R?~8(K4_9Q1vOr4N4TYu6U>BdEYYWQi`3q{ru09H+`Hmu+VQTs zzCGv0rC)$-8Kuk?U#GzkD40qtDfT*ie!&_Jhoo|4+|1|_>v%j2PEG`5-oI5rHSxX1 zvpZ2Y(9<@2@L7dAxa(!G3)PrS+bopna)-7g1Ms8}t-Sx7Q^y#b}mnz6b$T`zVQ$%5GlI(01$ia2b?;biB2 zS{N1c@d2S(9x!3e8D&zh9qKTdOH5s-_^k)@VQv&l-Fr+I+#Iw=9ZzCr%d!b|RWm_# zUzG7S$-Og++&|z&Nm8}b4_&`x*F-W}-X`uK)hiRf3#ct$Zxq}PU;UFbAONn=Nx?5b zJ-SOGmaiB}hqb#!(_5hInh-Xl0B$zxjvJ6}GsBA*DwaqGS~g>ZB|5@k+f8@k98km+3Wd!eDxV*JHJTbA z^(|Lath-zxGoWCFk_)k0*i~Qe@ig<#8GF0~LuJ2Th9bV^YNvi492YSqvv73(nb4pA z8qT$zMeNhe)1uT>i{)}u$+U?_V550P=W0bz)m1<9DZPGN6Zbh@eSw;59A-2S2W8rOx^1Hl0T2^aIKK(sR%bcO z%eFL_ZRdmHe)1`t6dy|981PM#dNL<=&9{h3QtC((!mJy#l=2LnAcu;1OI`ZjC zy4x-D^`~^6q@_gtls@0#QL2GU5o)H6w*<8M;Q45%Y`AGZ5GfGmq%ISiWQ#jFXd&}qP(odX z9}_+m(U@ze#T(0Haj$1~t^Gy>?Xc~v#yn%Aze10da(|dH&{E+~0}5=`#pu!J4ZPH+ z@iqivv85?BPc^#Q9diCaIEzyJMeqMjFW3`0iY2+$+Tn&f>v;F)kPft?x15Cuy{aUT zB+vR%MXVif3JrEH^3yzOp`~xxp9(b;R6e1yDT2fpQk0kx^sO7| zBNU9k@CKQ&mvKF|eIegQNP2Z3Zr9G1usKCf7y7amBCt+Tq#pdncK(Sb^4$!d_Xu_F zBqlOWqI_9FiWSG+PHmj2JJPzDv{v`Neb?l%dB^08Tf)xZhQ(Szq#Na%Qo z7?IMjmHomG`|QL>HN4&SeMhMF0%yHU2>L~=#2wkeMhY$eM7@k&D3exU(Pteu#V4ap zxk2Wo_-nd$5@^u7T>19I*Ch=7!6lP|Q{qRq*TeZ&XQ64$6fz0QcOPU+MVWKq%8ZQ~x(h~s7MvDgcA!n=&43r}7DUkLwmjr^ zw7O4qoQv-ebosf5T$u)@&f)~W03#-!G9KDhxEj3&8-OzIxl9ae%CtM()H@KhpOe+% zX<%jhqDl>E+U`%@P8err>IU4tnJ})lpu^_SaX}KC>sNf~!8D zTs#`CWia5+Abm42mR?I^^6jW_qX&lE1!o_2Bh2x)(8fEba+cnF27kh(tu_L&5hO_{5*P-?J2+b>fR&Ymyj` zCOD>6=0vW?M&o<6n@U^1z>62iqLnDxSOdR}2L5Z0j5p;&cdd7yh%=3=gRCOFAZ)}R zaxL$CBXFuG7sWRy%4JV{39^My>+@Ix?XvKeMKkuan<2~gj^s{1|2Bj28BgLy9u}A@ z?f9n-i=5Ieb4?yHPk)R5!F3U+N<|IjtWRo{5wt$FC%%&6CuyW2Gf#j%LZ7zp5UZH? zO0^FT%tZUmAY()fKS$#R|=ze)o4tlD9Y>u4f;cC~`M9JCtm=F`nTo2#YBoC@zub z`MKbx`X)4HT=U~Y!m+YpXkksAFy6Z^uJHAY@gxgFlW(GSWv%gXD{KS;R-#xl^X)mZ ztZ{Z~+VUh#__ycC#=&U7)kjRa16PRpJsp%1xopYIsPIyqJS@^)WC#CWEkrLam9bmbkE)}i;ne4 zMIp0(B4Dx`dE9-vvEhi6qG2du=aR!NHXB{huhgYwuZp?wYRjxf8vpCN>^-=`4Xemw zTw7F+uR&J&_kHEEUQyOmdSr6;^q?f*7J#*9pj^QjU!5AVm?-xg=5k>SErFyZ5XJAM zjCsJ`hG&4d{*puzhV+&`=q4n+Fbn!COx^jB%P_x}O7gUX1IWZDAv~;=e;&|jep)Jo zEKE0(X)}5pbx&Q^CFS0=z49Ie+tp8}m~nsGO8v?;cJ^J9jk0Ez+LrbW=O-q$g@?Fc z!v%4EW+VUfjSHNRrORu9Xi=a|x;~vnz{@&!9DG>RupivSgVkWzPmog?0QmyQ@>mbj z`g5p{EDu9YO*-&RGbheKe?c)$FwQxptJ zTHep+BCi-9$PrR}4vD&$pzy&uo?t5~lG)`5_9tI4KL8&2V#iuBX2%T2Hs3r~U>fes ztEQ8jz1>$0J}{hh#p7sXC+p&l^(csnVCj?{q50tAHw8@Jq5!lRDh3wGNad#Ip8-AH zt=+BZ)7&xow(8&M%x+xp96>YQo!f7ee@!X=2`{+z1^;)!^}`qBLyU4~2Vh$oS8 zd-t25loHXMZA)5`4EzPUu~BBRezh8|cNVcF^u>0md7empku+<5r)CEK0CRE)&7qc3 z?>r~;i(Cn*0X0L=VeX7Iu%27dBrUtwK=LOf6Z#s$Q&okWLx%kH{Bb@?mXp8L;tKt7 zYT=WWa>Scj!Wle7=&};3&P8A6o!QxoxW>!gnK#~^}W%>#6+#=q)7ZTJivI$UhrgjYQdnduH^vXNDnl3V#P|$3}R3y36 z!F@k3+sCYzq&RchH8=DDby<}fWTI1cY|dmCI~1E`wwrY5CsVx{gP~x!vL>VJhNnu^ zzMyqq;j>T|jjD6}g4;s*s`%B7$U#)JC8PV37xT)lv z5KXG7sRsNpx&PnSFRTYmTz32y244!(97w(JPKCr`Fw?BxF*KVLh^@`-{sX-KApVnP zD}e&yDa~Vx*^=|PW0JR#Cr-D&aGZi|$J-daj0@0RZ-D=4lad>cLI{+N6MTvC{ zYKaTSV&XP5TjALgZ(FisH^3-s>ioVr`2G7*G)y(`;_IO3_S!kWS%eH8Oz( z8T1)W*jOmrJRsk5U5$>{Oexv_0f2eB7=5Kf;Xsb}&iln{S5gf*yv7YYa`jxG4-!!E z6iI*k?Ugrg5iv0ZP-Y$%qIS2~WG5LGcKuGRdz`ncp0Vj2Zo$!lqf=9RRY5nwe+GKxcc$ zeAp;8h?C_aZta6F49g+uX1C6nE|y9T(U;6s&lSkSZx0U;4)MGe1T&7S>h3!Wsev)% zfy;h5dCnW&VIoiQF^ojmZxqV@0pP*ACDDoosVq(^TEjKchFDHQX3dISgn!pShWIW9 zpAeY3;^8y0S(t2OwH9n`4aTta3r7>5{RFh``sJW!_`t>&r^oDpw1hUehs+9G@WA&+ zx7Zi`n<~Kd$Z)lNOR?)p_St{jYY_FRr1p{cSgD=|J*iZid3cYSt~t<+A)y!odOcCN z$hyeM&2}4}&dK-~l3YTd;+H+FlC<>6`^r6B3Y9jvPfNJs>rs{oxx3+Bcq4zkJgZ^I zo9AKGuZ6eI!P#Cg$LHY7nO}Z@UP_7seFmAzS(@W$fd|>H~_hY8;D|LVJ`i!t4Q zY>j_)?_acgrz<7M9P0*`QWoUbl3=y`H+)(h5@FXzov>%>3)GsqzpBmg7``orO&oz0 z`>6ALOox){2!tXF!@F6thn?2$F*5;=wYL{o?Y?g-ONTEWG;MsB7d?1Qb+I8O^X)%} zkB>m=GHhT@XkwI{h#;A4O=U5nH{pY{^UCt;#j47>zg4Nc+33@E7$ySV0vfZ8t5yl! zsTvpWs1!pQgV+^$h*)ECtD$=y&M8Zs7$GOwYjahcS?`BP9}uRfvNb11b{!)Ty)963 z%%)ua5VV5?VFEXJB{+W3Li{b+Z)IFr*}|~ogp0X1-4uH&HK6*mqJ{DEiYo1MS1Hn- z%{87!(V3k&uVr4kqXpM@sgJ0=>o;DnEPlaZruQSV+0Vi*IR@MeD`^M*E7y|$DRC8@szou4u<7X2*IS@#xghWm@@q8Pycu`~T|36)S6K!4THCrlrv zLHv6pSM30}nEL0`XA>RcV?*tZP8U@(Rv7-L%H3>%MA=38W0e1J_1~xZY-3mw8Z-Qu z9$dk{2I!3L@(Lbxv0{~un3Qd#d6(6(c#NUXt^!3Iw%xAGb4}j63Y}ILPn2>qe)}zf zXKK_PMBO2-HhE(N+@A3D{>XsznYG_b}tDZd|hSm{BKKBS3YRE{*9Vbc8XJHI$C4+gdDC) zy%zcP=15zA`U}xg_bXGQv*n&_N`j&%OgPZCHPQ}~KeA)JZE-Ag-au-Mh^6a<@gD&3 z`N&+eHA>)hd|jR;3O)9l|BL;^iPK-Xxp}p4juvfoAJdf}t=Sl9Uh~`Ll%_v?t>ooc zlyP>OeUo=D`Aa#$H7|Sosi8Eq#7dm?%rw+JKI{2G-a%2Krr0;GkxXLUZT->{h zCTRS}o%7OMN%;l=v_+!0*W~{IFLuZ9GzDQY;xB6+w;C_%ZV#Vh1^ zS4)rc^5a@_IfPl>L-xs$b*0c(s>=JBmvvYfJ{3}5%HlnDQP+sRiv;1El6-CB z+z-hB3)Z*Vg4y2Q2W`*>Y5xPdE#@t_R%nii3Ewmas@+M`)7bI5;Q-=KDkPh_qw4!PRn5lA@ zR0%v1pI4Iyh_=_XXR6I?Ua=acSpv&|wX`=n!wEr{+&L*mrp|(?4km1yk`r$l*b2iH%~-pQV#W!`VuZ&3P}{SPPS@3k zk!B&DW$gO|={tf|JbjgE=yGkM&58N2qynGj`@SL{#B{z?u&fS5+zBtq4WANHAL%!7 zy_Hy+sBZM-Qs14u{xm!Xa`f(RRgIvgd)&ZL3aEhl?MF66jc!)Gj=lyz*!*RmY4k^d zzUNxHu5gsbeb|4JM=a&t(7GXVBz7&CATN>TErR!Y)pGwU@fhCv0siy6#R^@(&L-bP zcB!Xni-fM??eEga1r(ZpbI&^O(YCCDdlVROGd$B?~!3B7! zgZZE^I_|T-)myr+^pGaq8UGNj^X%mn3cKF4RL14c4s4&GAGTPXToTje2Bj7c5z09Z zEl&edA@QEni~jQuAZuiavkcR4?jbmWV({eV8ceOts8_HUFkx+$ziKejNWirB8|GWV zr?{ii?cq8uoHJ+1b8k6wNv(d#_v&vx8D%GRL}^s$D6;pv(o&$UkU_a&Hdg)Gx3%!$ z(D3%ILSLrLwZOP=ACZ35(g`Fg-aW^4yudBjOPjS@Y!f=!Y%zg%(B^j80eWzP2`m1* z6IwO+0wSLyEWsRW!FZcuRt|8AYqI5@=A%)%Zd|e*PJYGmRse8=n$s z7b`ix58aNLRVC2&<#UGtZYZW3gO*M6Lce`yuGW&w&e^`>IpCklO4(3R+lksusAc|u zrUr@))xqA(WMpTZpy-IaV>%JpYV@4vPlZJ{V~#Jb;C)BIGuu-Ri?{S9wYZvZ+{wI~ z8j^v`mFp{N{MpQrX#t6&$8}RDOz=+gthv*+vyQ|XJmr`B{F!12kUGP8t_K`hzFYL93!F4u1{{M(AAda@ii!qSKp?UI07e>6UW6+q3piviuk%JG~9 zotX@Zza!0f6OZ+6fuw1byKEs_wIH&^DNIHwG#r?k6 z=(wr>0I3c_3sFA*02>XHD;=*fPUDrqzHeeBtL+hD6BSaNlSD{?#B5hZSF*`d8ix9Y z`f}=0e5j?sCE>H-@$Q-AiXB$fNMSdb#Fig~ylZ-Zn4&z|!$>6c|@MCRN6 zKw*263@wnC_Fp$zSgB}5?`XM30hYP4-5qy!;$%!!(e_q{;S}4_4WZ0Tdt#gWGHC{w z=j|$&IS%I@(YC+#cuWzVk2B2D(i8J10g{Ec;7O9M<+a6b#=hIOt5r zye4b8sn#IS=2<-}^W5+?B3XE)`VQtZpcHDoBD4YSW14cykvz7 zNXxSIch+|fqukJ%8?b!T$_nbbpz|rmK=9+7*PZH<=pWoT2e&u>01WH=pI>p5 z*WG6dS5869y~KlWUqkY5!DNC1UWsDP8uN9Yyf9s8FJ?rM{XVCxcV6_*bbUo{W(Jh( z4y~?<>uNS!BL(NQys5Vj$C8_Y_^i&7t@Y`j@uf7suXU=mLHremz}rYXPMRSn#)kHO zg+hD@q9?s!a$7VOH@ufl6@H$q+K1;LqC)nlTP|-lJ+=r(;pF}Ns9R;JDCW6#jJ$h) zwevN$P)B!WM@MMZBf9e9I9OVR-#U2;7_#{{f}hwvI);xwk&(g%^lq~y?t_ojU2pLs z5Yt+DD>i5L^g{(&;mk@uTn@$q*D!kC8pD~1tNocKj~S2N3c5AsDcCi?x8o)r7Dj^b z(F@$+?Csdky81cP% zm1FYT2J$pg{GZ-GUa5;DN^nJdgJ;%>btyzW8eh{h6hUHr#t|ylbGf)e^;5S)MlkXq(#z<6j>WD+L6rnH)#?`A6;Dd;LlqVouDEtLOs0q_6MAie=m9bg`Ja|)eJIpGvNWZ)r zD=&vsCtH6m0$)@6&Zm^YDS==+s+G3@222!4krzxg(!2u$skGLRqkC`1{DpZckD;`g zzh%!#*Dg&1&S#Y3FUgzf zK1MkKoZ!y+vP!U(ALH9ey&BG>6|HFbcLc7(T^^+TV~dZkDN^zlS8@nInE_nVV>s|E zYn!ZaFV=PJy*FbKt$9u31(H`K4jeD(~LX7cDM4 zEiyDhyy_yAgbMvZ!bq%to-P8r;p7LhsMK7~V}SEN{(|exJl{ z<~4T2NX}Hr>_SgTuad7HK^jir-x=zBZO8)JwrCR%*OhI{jD5HD%Y1YYLFph#-VY#) z76YLI0tQ;v@w_=8{t&}&w^h{gd3^Srh7u<62()313H?l6({TT`>mV5=mB;p6V0oGo%l9A-(OUShy@X;7l1?8Lt}U zqhchKMtRt6wTvtoDxcl-u*4XC4Ogk(Fk&`@_$$k-stvf@_h`J>_dFY|JF5O!V4Lm( zjzUg%fs%MPhP4KVE+(aehCfi4?6c-rHaZ$I6+2_}QHHBtp|G~|#THYC%yyy?^-x!| z<_dWVx+w!7ggo0r8^z;v68nZq4n{s&d>i-IrvH8&Xgnas zYUFf3INA3E`<&DHqg`&@qVUMf&;IbUk=`|59uGm~j}@VT5F2_z6Cv#JU?E5WFjJY! zyLl7!7mGx0rodCdHFS2KbR6LPi-}=n<+_@7x|1f;nBeg1VVb`KVlFf3H(82o`|uQb zK`liChge;A!4~QT=W5#aW?vPep$8cswS6WuHhENm zct;QZ0SL~_S#OWj*bD@<57cg$8bxm#DQIQOj(ND>5V8n_+rY_T<`rZ=hIKEZD^n*Z}%^DCpFf`NSX&(%9$t|_>D7LQwBaQX-u&Ap)I4)Y;sp>^Bb$^8G-dR zZ$r0u&cz}=poMg6zS%kEy;bq_yV@3wcv&SK$8-25pT85o-kbzk3lS04zOaQ^k9XRF z_e19MGFEzAz`}c`#1!pVAy<{6>BTF3hWxhJUh`i3x>ftzd|KApUjCZu;&ysFecL?| zBsD^@y^M>v&_@sNxKc5ctlvm*CK&H2kc{2bo<@iI-9$50*4FodVDyKT;YuK_i~;r9 zAK4^idVb6Pw$=YDD z7jgp2GcR3QBXnnz`oRZ5BA%?Db24xc#(e$O0zH~;#kEBCn32`k&FIKrUna`Ix7|eV zd%VGW2ay>^8v%6F?Yyn-J7GhL8vJ{Ld6QX@N9+-+>mspkF0w#1?`0LA=*Rt0_9yS7 z(o}fdCY4)FFXa&yO`0j@`el zSx}nXjbfE&9agLT2g`_mWP$cT@J%zU#%E~#RAW`y@CSA~dAX{77Yq8u2NW8O6h*G& zN)P-hNNWIrkwqeh9>SLBk+52bhwyn2@K-sE_HUZm{9j>t1Qyxy8^Twu(zGTWAti71 zIF?Syuku4=6^X8{DboVU*-TCPS=XOJE56B#m_Zy_*l10b)!e7jn=AhTgz!vj@ko|M zCX?hzh(1{p9pWZrbm%Q<dVNW57%JS z8{trp6ZO>@zw;4_fO71R^sT5Wvv}*YVag*s#{}KSw$AC3mNEL zwjh4?%8=a&l&FaeofdQQU@t836K(8hXEmBT=2b&^e+I2xUJ-VY`ImYYn-HW8S-kA` zbyPSgYS2c5aB13reh0>f;hXi_a`+g|fYNnxW(X}sV@3csWbbK1DrbA{s3Giwp)!w) zBZ(qMx9RdlIj7-g(V^JC9~s6Cf8YiM!nMUp058h(pp@|g z@sF(JdxPO7QJ8?FZ}u8`1o-p(LpaW{hpg!oe_Wp{x=$Ug>$Cbr97#iJtBnytihx+z zN0XOVES82MbBV5j6BP~ts*b*xa@|lZB0MK~^XAVDAG%IFt5dGKaP0h)25;}!v{byf zEr_p;s5kpmacG~dh-NRSE;;|6m-g>ynN_Q5B&Kq|=YOs~7v#aC ztUE&u6+)Nd#tKEOl?zD9B3Bdc)ZQYw638~n=nktmVLkh{9xWj6eC-uN3%ZS-8}OE> zp!UF!4B9Y;#)KHH&GcVewKXWVt*J=PeKlou1@94|b)&BgR931kjEKfB&ed4Rr@D6{ z@9=%Y*^kdDrf0^IDVqfBwMon7d-W{h;!j`jvjfs6;LD+7a)JNR{~`FxG%1c*O|Qwp z9}+}g-J}BzO7vj+k6&E$VZN?R>?1SuYn^uI$grjR1(k#u7h67$gPfb|xJb_v{@z=# zr$7A=;YxuB++{i6KH8h1!eOMuY@7!TkiBR*fB9bjo!~^{4Z%xFf57eOwA?t9r7!6Q zd`9S#V~l67?03OpQ((t%T@}>Eaov%Ob7&;sR?Sh-s-4LPF735`lQ_+X29-Qgs;Oz7 zt;T`DxGn{|p?0^%mTq=g7xtM{&)j4C^$+;i2?%8V1_Y}gk2tkxIxkXxY4kx_J zj4Xv~IcBGyA-nL-G4kkfftQh%ccQk0X=f_ywcZ;aY>&L!{>Nt1kZmf9aXVyR#!uTR z_fzX70AYBWqRJW~A<}#5xuG1Iig}ec* z9bmSC6Pj3@d18m4?3#JI`^N0W+Yq|92UFfMeeUrcprmeq5*dRt0#q*Y{HaEB7fwtT#>FPl7{_^ zC?)(vob(U|2dl?UuaY1=pT6~qQZB6OgDD)}o`t{@`$BIAzXz1S3S;xj0_0TDZ10p^ zgG-b}pDVJD?j%o=jM&2)O51t!q)m4t5(HMKTf`%CC}%K3cw=|`hg1>E^sj7{{jD}3 z0tLKGsj^W@!&kyo4pM#PkLZ@TI>p}PMdzS)R&Pe6Pa^ydaEbi|aKh80Npe$Oak%6? z`+3~&GhpyJ-0k?K0bhx<%`z$0 z~K!AeK@w`FA=zXwbp^to;ATe$m28W~3KQdU*0zCwJy6#iyfmb9cMB@a(L z@NPD}({Df1zaY;mzK8+*dMe@LQ(S zA#?Ia_u4x!*0s!E`Od4^TX3=yVuxufO46|4wz+8OOr!h>t$}Z(6d|&i+k1l$*H-St zHf5)nKyKymLkb})5l-~Z<|Fl$L+wpSwfDb&l?Lu*G7sVpshe@|e9BLE&FLmgC)2kwP@| z2Y@<5<5;sEWwZ@XJWocr6@fFc?|DWKPotYS+5vzucm64YvC)ocB9?$9t&(I+AEZlr zXVn?l0c|+`7i@%3C{ohV@{#WS>Ilw?c|6msPPM(|M++u8IpK>ORi2{JX&F35F=Nj| zr_}>)SbW{UJL}Wd=iy-DtA7A;A3KZ}A;nTN=~V8R-r9cv^ka`M?A76uTg&8uLMPg0 z^ZWU=B5QkZ>-UpJlVaMMAXE9HEbZ$qZ;hOs)P3KSgFEo>`t=Z4 zCNK%E|3MLL2)`Y`x!5}^ed;|pWFBiJC4ThNGS?QF5;MS#NI|=lTbT?{3(QmM)F22E zw3+w}OwS9Dt?BIZMv~a8&q4O-zze5Flvhrw1 zM@Lv%@}5G|Y00QGg(^9rYlpTroIYwhz<%QwJBv4F=3`kM-2KfAFXn^B1`;6 zQjl^%+1-p6jIb5);(<6SeW*$%&Js6V-+LvKzq2x59>#C`%mw$=rC(^E zC5~-9Bee~->NIH1Unb4sCp${01{bJl{zw%2Oc3GYH(mG$?^yM-dj6XO=WTeH56_F& z@JaX=4Q6a$-bMK?bA=JH51o#D!HQIkXxnCcP*LixZvu{9_S{=sZX9Iy*}MsDUgySs z3u!nxN@Bde`<15Ve0AlH!0Utt)Eu*Luk4{uSH>S3VEzsg9WBhgD@*WI)y&^Q=hs5% zGe=`02}WC8Xhm+ac@A?<7Yo(i>|SNEMy|%Z{)^*kKz>mxyC_rPV@_@fSMNK>G^B8O@Q*#P;^D{4sZl0Mjinvvn6dPI3Y{FrieJhe}ztj ztI;TJ4|LyFD42_xaaG86G$q_r`ESHjHUZz(>eY}|Nle(y&9UK+A3#3jB@0Ycs~!MV zKCQKvLGzXd^APi9ZUh{_yZ+%lUseJQ_YleV1gZt*jK`va#iTycM&+Q2B;8+WH=YqL z+obLuonRMs8Zc$WjO0olot+ut$86dLX!wflFu!w*7ltTVb?9@J31RO((Ua3>*d1AT z!u$uD23NkH9q3ECSq@0Byu2y) z%er}Pol)~7OMs%b2vaA`i+n6RGAP!3IeO>x^{qJZW_2gN(ZC@qTgn}|8+Y7r2a}-T zG9Z0Tg=1Cjj*MGJv(~Xv=Go&KTmUTMwHPx67J4Y1U!T8iTIiGvb$s8@%zGR}Fv%*y zUc%J(ZB%yR6JnA+6&D&c(H$96_Hooa_k%?$;sJ=5X_H=i%5nl*aDNObot-*sV2J*g zglP`|%jsq(7&`!sHPp>MUU63j%JsvK!fxwCM7i7sRxsl1_N1;YOn5O5;q8h{gY89F zOz$JUP zg}X~^QkkLZPR9_E@+vsF4@=)V`w|C%@CHv}jfi{On)2m1I7{=4 zZhIt!;`3Tk^dTIQ)55*V;x#SYq$Q*3#GDn~=apd;vvac@MVB3^DUyYmY@ZfGp60UV zg8JJ{kQK=2?MXX(LKAC14_c`B-d#QwuuKlL20d1{;Z@Mj-7xYxs@M+&UB^IY8ddY` zllCDMOk`7gyPqfLweYT0vPcD4^Dd_<1SVkgWoLevV9X+iI(YS9!!N^m4V#GsFqQr~#av z*=wpyZR^h^huUXmze`zqk*rCdqPm=jrTWTXvWBjPKM+6cNCKPRKq}eiH%Db+1A3<9 zhX(AU8inmZhf{T}ILCRdUO*QY1bAAGInzFX$&Ujm__18E!aJaLPy`!_r<(L_XO67Z>C{)2u;RMDA<;HrY0MuCUmGM$f5z+B9!V!_ph!q>nCgqReG%yf$B&PGfbmM?f`I=*gC7_O)ON zZ|jn6bJfzpAl(6B6uNACQ+Ka&OJQonn7s$|>8CgPqh(Y-mfgB@Bp)>w>Fs1>rUrV) z#gel%Q}Sb@ZlFKV9NUmFi$uQ{!^>7w#TZ^nFCI9;zjNBIn)01v1wq%=ec4?#DBxoG+-eW8_{7a zc-TEY_@}>4(@IZzhIC90cSy<}N(paT+5SPP-VjCsi>2xWc0z{j1knz2N(r z(}>t1N|h#f7Nu>-2O|onuY#HdeWJYgwt!fA4~`(R@5`G?W1^r3wfaNi_cs^sHGt`( zFhgfm`1)ouU3QrM6=K%_Wgir}ADqDjd_OigrmGr}c!olhe!5&6L0kpDZsnB1cA!ib zxQgSLaI)RFmYCP07w~Hw7-pmTSPk$R6=kvL#GC?nJ$R=MpPU@1I4km3a0_pYB zmQl9OIX{X7BFEqoEW$YfkG)8nt~Fsoc|Rx7fadtSy~1dgHcn~pQaNpgqc<53{wQ-c9YapDxSC-)&jj7Q0uj^{ zQ~LZ!OhO3)U$)Gnp+pa?1B%a#MKCa}A_JOr=2M|G94X2Q*^-pF)$!wFHA8332T(XW z&<=rCLmeLEI}h1x>-&%*q7joMi{<9nXY4V^38IFv6u5H0DkIetdd_+-Mfnn3H@ahA zlA0OQaHL`7Yg7ob1In4S0}(&W9{{sBUrS5#y~cRidXLl&;6_fuOz9$Er-Hl| zMu_S|n+X*E0s_~X#exGbBK#$nP*o+tDE%;NKf?WgLwtbe+&KXg*7$w2WKZ~E5IXU3 zZcQc)jZX!z3*)SZMnCV3X)J+j&|-E7V}6o>D1sv|zCBD@@;L7OMuYg?$#0>gRlMD$ zikP97NViQd8%l28AwJ7eo_mZzi3y0p)V617bWZ{nl$&d}j37#=5=cPS&<+Dc= zSLgwb2tQgXtE-L6EiQNn7zQdbz#L-QVvQPmHhGE8N8upETeA1osime=@KTN_`Um{vFBfMc{qmnZLJ&!Ox^Sk5gMXl_)gxT!a`k0m2>JGJAw zh$)?z=k-~&vv2)K)QPorsi1%d#Fd$g^UCVPWiI3g7&gkMP z3arDs$jpLAqL$J*=}*CBL-Ll30GaAlQca&G#_Fi3US$Y`3or+o?x)#3k-OAIXr_^K zG0%y{YK<)Ff^Z?aczbvO=jTO2H;cOypFR8oT|^)*P^z*3aWUwYvj$c7$2?}-KDN>$ zRuprt3t^jslKIoIZM2t#uL;*d`Lj_=nTr)Mg@%#7ngA^of!UF+8$*VP`*Ealg+us7 zkt|#O^knpaav!)~bbHb@LA!ZwVah{{L8uo3ncegHrF^z)LH>ATBiN751xPpLtzO}P zxaJ*C-Q#(O!XRJ2VBIxIJr;5AWwhpF^<&UrozlwO)u7hCOfDU-dR;-w+?xqvC%ciY zAs^e6Ix?nO=1_ z{5_^2Kvh^`HydE|ph}+z+)YEa!jQ`Sa{uyJcEKy0yxR+#dDQ}AY`z4eaERn6d7*rH zm1(

      49m%@8_cZ6C@XA!=}S5=I(oW2w3N<)#I_^7MqCjy<3D=gWKc#2COi0HF@!`#2EpjK-y`SicZwmFIC1gLXRoDj6ka?whFxuM{mX`&qMgek-s4jfN+>$$#~^e zaz;n?>ZRMI9eiq4UDrJ$G=mboaL|fs(mOu*&%^`hxj2%jThW27<#$Kp%7N*}-nW{z znQO#?U>we|f9*U&@sdNgWas9wXsS!iH`~yVMW{l9l+YT&n&F8bb|A|xZVmTVl7y}x zlT}zOfEp=FRFe5pD1}hmo*f2KJYUgj*D^OzbN{}Udw@Ca{-s}T&Km%Y7f}B7 zQ=~u6nu6X?&%*--bRVt2vn_Ba0<*_h_nJiRqO)i`vzJ|og){Dj(eRgsQyDgDx$i8a z`(qPUe0f$+UtXX!jRvTG7PT!z&2+8i*gA-Iu|q$}F>I9(rOC(&(>x&$<>9jh!A;DR zCNXnyZN~J&c6qv+$rcsccX@iUP~2}5B^X}O&q|`qS+$6YyB)+FS`EAaDy!QoB;Av1 zwaO?FgK(b~enSjIv3uE=>u@m;6uhe)@>=|;JAsBK`#~v2sV-c*W28HOOn-qslYcS? zrZdWmW&K)qOIS1)g}5F7AZPa7j^1Wq#KhC^fvsNmrlYjZA&PMo<%nl2ltzkOYF68Sj**= zBwY!$X)+BHmX5qVTG8(Jkn2gUVb6vjJBlHIc=Rg(V1h}t5OD2<%;#}*u0H1egq_<_;n7ggR2{rN{OqbieqKh7E& zzZ*cx^r6WKXXDgwzWPXU_I5 zVNp3vf#PlnX&G0w2N>yRvw!rbUsIQ^Zt$nG?r=VzHt||n&OS1)@+t;3p!5b<-?1&a zdnq)`IT0}X-g2$15w@P_dhM=`Ge2IUF*?I|V6qirbL$q^`5DooQTO9;BA!ge{QTTT zNP}{eH>w9CU^?UGgZvvJh6de+Puv%Das$K$YCOzWtQD?N46Fi`N{x$jN*>H=8eV8Ot`+fjEq}a+|&A?juZjpwxOWs>W^k5Bm}63 zL_A-uqP&1g-&Ga7fgja_N4w^HwvUnmNBI z4Qc!#LT3@nzWWOQ*7!?2J>B-p0^^{{-rjo21Ch>lgz0s%VaxheljmZJd;C=4Pfo>m zk8*@3E4)Hhly~06I#of7EeAyocz21-cMSfLNO6;%XMJkBmfOP$>X|Ik&K^E?=0wz; z(_cvYQ~cSb5=Nfz`b?Li2PzZ2+R zKdQ7xG`aVOnl>Y~h<9w>1GBbTv)7wNX!D5I*$(-kLHYdxcdk_==H$E*2l#T;UIc32 zzx`Ol=4IoLK+2d+Do|wic_NAg(vL~+Gbt0mU;D#pdQyvW5ge3OVTFAKGsDgnYG|Oo z;h_61ZpgweU$36*2t&J&}I4&ck)WB$fc_OLxM4q+vuhe zLPL+{SshKbprxW|@$%7t9EP}-GDtfiv>CvrDf2vXeeo?Dg;|Vzjr~MdzU zap>~L^hlA8EIiw7@cn{<)>(HFO#5X|EV$iqOPBF7JYw0-`H?)1oIFVbG2m?EV4?E` zi1p|}V>1N;-4JR?eYkI11-^U?$WKa&`%&{Lpcgj2vwr{#thxA&^75{@naK&?yNud!XWhjmL-ioC10z%}zJzpke#82i8#d@*N*_V-_O+P51-nr*$du1K>8&$Fq@uJ33#Aa`SvH9JTCw)gX*sS9)^#E3TQ+ zRh_^{Cms`sUuO7L+{>NRMAJn;X4WRl5tRphf&g0fp zWiyHgZS1S|S;jck=x3KyGpvZsnzJ$u)s^Gpy{lqbVrHwpDjiJi56IeD%z6=h1gVZK zSuHe8a%3JMz|=;+I3%pJ&>ZnP`L3jV-_J_LqItLC2*!&6$4wbQdqo)D)ikmyg?pV~ zZ=fm?@~`IeCRV%m>lUb(>J4O9p|yu)nWSt#$@7Z1>x;ga^RO&CXPM5bhB>1S`u~LB zRyl}@^itGIsNs!yYjj^oDc818v*JY+=f8w21!_*Q@z~hTN!#v9h?9MDnXGbGuf)%P zEU3MGG&Ms6?PbU7eJAg@KDw7?WoQg?6y%K&(G4p)M({Id57F=f8v0a(wFFtk3K55~ zw#l3(W0OOnv&1rcs-Z|+)86tCh~X@TEF376mY_~A9}iIrV?Qp9b+>3m5$(Am zpiZ`-JsxSV;u;X{qWO|>yXgI2Ird5g02v`bgNAuyK7 ziz^5DPlG5=)LjlY7-q)jQ!;Zs;;xt$I`+F_5R_IFbpb>BscwMx&wTRW1LBOwun-u- z4omOQ(Z7zRPaPd$SN|aVj-Ej+Xut}2!8*1Ux=ZV#iF3Qlr((qw=v6e@wqPo>?$ldN zr;5myv{M)ZfJv1NYH0j^V?h^YR6GpTEpo$m^eGZmJ$Ze#(W5H_Bn)tX&HpgnVv=&6 z-3fm*K|9y5Oy}Z`z9ZYBZJaBPi~Hsd%&7{l0Bi%Mm4+0{@CQR8Rf~_HlaIAH0i-uo z5v%H7PFFV6`$;1)`Fy+PwJq*RVESO_e^z{q^fGL~-;;+pb|1GNZ#Z|FPj^&|;P-ln z+H##ahgnnDaeM}84#fLL69Tjmb>s+S@V*{L%?oYkRZHmS;a=BgXXA>i zS%bC2DYx)nvj3kWS~V|j8TSJ~HuCfNhj;N#LwvNkG9m(W<^D!wH&8^4!w*dLTM@8O z_8%DJa;uOYv(8oNcYc02CvgMk5>M2AE)2?|%5=uKX5)RVlVC#;tF~1Zhl_9R8RE#% zvkWM(kkE%$#f4%+dUPlMW;>sk?~}a?uwh7z920e6pIz`rYM5z(#`^~6V8K?PQ-kQmjApK}|n1UFT;jcHA$Gk$x_ol31+}XPS8HWth;SE9-Nf$M0*D6%*T}+b zG0>1gq`)E<#g#Q)D~dj40%}@+p9(_ytP;b>43>DNk%LAnnWM5QE{bLv?ISdl3~AEu zJEp5yEnr-~-7eCp;+gYw`Brev4QZp-S=-RvA`>HhT+0_ez(e>pucR5_MworPxEl$X z!-&94Cjk-lP*EEJ&MEW2biCKF(J)m(UT=O^@Iz02I2A;7K_3xg+vVPI5GlT@0P{hS z7ve20BLjUSI75JxcSg&)ri8 zC^obn#xK(ey_l!maNoO|=oHl@>N znH}+Y@h;86B5Tnjo7V0=>Dm|Iiugo(9`q0W(vLsz^(>9CBhE6lToG7NWdGQpD2h5r z0O>_+?YYoZP^Hze+H2uKVy$;FQ2G4TL7Y&*LQJT6pYh{>Fq_Tbzb4LH6dHr{ZI6S~LcP8c`UV)(~?C5q6ie zP1PO~v=6nHX3_zXn^SrTJr^5BOj?IpDWTlJ;v)HdS!{WZf%;tKU}`-+Ag8}Z%p*ON7pXVTBWz^IoLg(pSK4t)EwAtNwxrn4AxY*C&x zl>{1HL>;AbN`UD_{HL@LU{iQoa0CPXrJbqOIsHyOoh1rRkhImFHF%5)aXlKh5t{=MBYaz0% z<<%<2Bb7MAZUl9o7+;5ImN@xdFRcVL>))@ht>!*gt^ z=e-*|Y)+dl&Cw>(_~yGB)QCJ1%ukyP5I8)wyUSf1E>FqyFqq z?U(1pDXQaF3E$sGh7z8DZHkoCm_raYZL{;{Vm?|Hm06QH zveqcbt=JlQcYE$P&ixLkeqZW2UMAPsrI!9kZVqvv)q~$o-ZrFZOXRQcOg4Ty3DQ%4@BpXILT=xFQAGl9c{APk zgH}5|9#XmF;%POALh)3K%Q-H)CykO2zPPSYNn+RHyp-z~qULbO4Yk|o_XkJie-DC` zG#MoZTNzJjFZbQom3PrSrd?i`p?6Aqos*W)94kZT>la{hlP(XS@TFbUcn6%+9O|LA4S=tcc4BC&HKif?pgzf{ zGx9a_&MeQCf{BFl4zm?y7n`3jntDHqhWv>Rn38G8UXJg(82exI z=6oB)_c3Q~p_h6f{6p3kiK!0`#mKO8%o9H;N)zN{#QQeJYhHgGop{Y(Y8D8*rH0bR zZelju6CB9&@dBUQ?|V5^&6|JP>`8$si-p$s#QA8KouyZY=FZO0&EiR8r@P=)Aa3~A zR4&ku1gx4=T@^p0wGeGaJLufdwE1-gPF;ZY!M$?MRNmfx zNaAgiL#&i2!>mEea^ zcZwl^X=Msc=RSnIbcP9E(<-+ee$<;q?#?gSkTy;iX2}P(r^)V&ygaG!coa9q;_RA4 z2r#=2>VaT(Rvt{x_aK{=>R5h-Ph{BUN8OWRtYODp-8DMhjoV)B*sfpI4wtYA=g@^} zWQ)u%)xKCH-GNk9`6b)i!TaDV`1Z*E4>|-OMU{)De`(XNb12Um)0q-e2`y#@OA(6i6Y?a`)>$(;I2?;af$br13eKCeo-flm6+V>Wl+!;AYX|(~$~s zoq0>UbC=b&MG@ueFq6U>lT&w~7F2^E1=U@ zX$8ju2cFC7s`ikg7$5wJO2x7ao3r;%8J<71rhmZTAZ~tzcs6+CNTv`A&}KhYdu>A_ zVYT3hPA4N5GL7=6SNlnwzM;Obwt!$K(IveIRP86G9;M_`B_OhwhWQ&)KsmD6{R1@! z22|}hu)`>m3MbmSgZ&>Tn#^zb>nDTmJ0n9M-KsoVLviO~8ln&HuDmUa1Wf3&H%f{nOj~CL zJIuXDU=cSRySh^}b0=y9p`+V{dJcfUA+$DtVhjncg&ta3!c2Yw>KaaL4KRP#iE;6fgCdoDKyR9~AaSf|g!<)|V} z6nu|{Mb6SMiBa9l4zzoti)PH{LkUZFb3t%S0ldi9IWI5#{~LqOq|7 zghb=cJQ^;k=Lx6H0iw1&fsRE!y_lNYW4#1U18*)JnQ$scM>DO<>;Rg_F9QjI@T0_0 z)<-EUqOPp*taOYZj%p)!NQ1R)fi~zxxWi$( zz%jZ=o#4Hf+FbL3_=fm9jRO0xHqAU?-JKqAQM{j0tlC)zvNRx0z(w|Zy4uoL84 zOrnw6F@KcPv?*$QS^R24AJ_9Wc5;H5>rBx-+}HLl8&}HVcNA6NPLt zSgx+>)#gtjnODSY31gA9H#nqMV5}hj#dL4JdBsU3FAHrNDSqwj zTX1HAw1p@1LrU!(Fl$g~y6XI?;Ed5peT|Z?xiM{%MRaNm#IYex%37xT%u|Mg3U+vpD|5G!)Z90eIwHU8n!PWd;4*4PC>te1+n6(;d zR@LxR5*UXQT_PUZ_>Lp1 zT`zU(Wo0SM=5w#kMAxUGggfEkv-c2CJ4uA!enaq8#DP$g^9{^Urjw6Z-r_gZsd9fq zpn5gS74c8XOZ=LsO|7(T1*jhLyn%TivZOv|<|M{!bKO^Se2@7o%YV1{)|S;!CY$(J zz~FLXH0-Uld9^RyP6hh>dJD!MIEbu_R0%*v1*Za#j-*{j?FFxXfZnF=fdXJGxR&bA z$ybv|4vXd&y4grfs`6?5shfE!&rO7Tn+VDY58+PlwTCFvKEBoMR9dcN`? zwr|6Wu85s#T_SsDn&F)28s$FZS~am>1^Y3IT#w!eP`|J&v|HI>toUU1mdWi+$OpQz zz~LN25c-I@J0F+oq0U!MIyT|i48Lz&eIs}j&}_m=pWl7g44ruWG>>=8>mJY{ZodW8pu9CcPt+yz-MJQ#kUUQy`jcqKf-gpj;d{xo z{JBAcO*~`VMRDH)R>@+s0b6Qj+$dL{W*cz|V}rh>e`R_BO*VRi^UDa}`0fe)lt!vi zGTF^d)hox4>Y^f@VraBDuUWQLy1V2Md!o|yvFDBDW`!iDOz+*%1Gt#}*F%5LT^Gsh z&t7!$G5wl22?9S&kd9m5N^$_TR%!%bMTMB&OD1Y-PRA%200mQn3VWe&Tah05eqFt@ zXwJ$pnrjD@KPzUYHZLLxN$5BTJMp?{_C6-#r1?Q(M}qgm_LiU5eg=Ypc{LUW@_-So zzr-5}&w@a>HxGMADS`MelZ5>!&=4(T=i#3sNmqW$LULJI^mW3L7=9AHhx!3*r(OqE zPX|{m_l%&ugUEoX?UpvGa`L7=@Y&&So#?-Ftp8>W&hGMgKw!DKcmdGklt@428I$)` z+-dpa=0^p6J5FKbO9>YZpxg7YQzI^j`cuHj=T5C&U7F^W?>6T+l|2SwWv770i%0k6 zWR#!xHT)4&LxaP|w;V@r;@tzC+^g!d8S?6JwoSINR6_&~IeD1dY&R4o*elyhjH+U^ zlOowkTX>C;ZMG$B4F$-Ra$A}vE^C|HPq=2BDl$Wbo`;Iyg!nu!xJ&Hco5m_VG)5gm z`te3tfNo=w>P>x=;?fSM!=RX$JF87-3cdNyaYDCf1MxuWNtCNtmZk8midIkxo-q{H zmOz#Ld??xjATNuo)@~ZSGjss)|Dhoc*M@0Yjtf7?fX)9wKS-q1;_m+4=ssfub^nn%c`0uA-fHe9hv2aJD8at`0T9EhKy2!nD z=}Gk;2ymFUaQ{OX@4ut_{_!)IY>i{dDb&0G)UeNa`JvU7Lm9G%cR-XAt11hH)}Akjxi3e6y* zZaGKf+klVNmwi7B-IA@;-z4D7Ipm9d0UDW~Wfu+`B^SD=t|I z5X^M3&!c08zTk}lxM2LM9N2!jSBgGqvG@}hS)5x1R5IG#oB6tSuK;%g!L0@LBmb4s z;U)lY8Z@&9g$jUM30vg#{ucf&^mX{HbRtsTdM2zL-7AcDS^n`o9z_|-ZR=wJ7wMeZ zoG#WvRflvg{hV!>r;Q6ZF2$8*z(rF&y_`LWEZ0z2);WDubn)W1<`A>dOdKVoBM{TT z)xdzc-v7D0u-Z71A+Or7D=;&0v#>4uYf{Enu#;0K4E`IC{|7G^Rb%^O3H?7Be6n!V zY=;>3HCeIBK5p}%l(f^m(?{eIxRultvjr;Em8#da#QOR9loGx=H)gt&toZP# zZ}CpiQnRG>ntrc-S$Euq^4Iqt>4BXhL%&d5T3y;JvWWVm2Q}Db2yo0)Z&$d6cy6j$ zKb)7U-fx0omu0twut0`~# z%kf(Y<@G`!Z)PPEaRyQMTbl~aP|ko30iV=(DSg+@cqy=~gXL0AVwQy7GyJ-R3-?#^ zY$hszKfj?-F6fP*qk;7F=l`MwHV9wID~hStu+h==Xe9LDjz@w4({70oNFD&HFe9bH5>?>@g>U-Uwp=TnlaS z%ei0`ReAMKx3SY~)3wAt{dOqZ78kA)>?r~kGj z;=jcEA3$FJc5Q0*c3n%dMe^oV{CGvZ7ak;~TuMsdiTx@uNY3CbU548oIS3P$T4g|=q`DfRto>>Egt;2T1yed^t zJ0*eEbdXIcJ|@)9KhY5+@98AS7ROJ)2?}({W68oQa1ZX-ttlH5I=E&#?(EHHvWD)B z#U1s0p3=w0CarCd_Y0wK3$$e7ebA7Mw zK{W9h;|_Abd3-9i^uTT`Cu8h^6vW0XRw^*{xcE!$s2AgubrvfS2joczWa}bOl4-Sh`DYQ zT^Y0dD2H!2vsG;0R!%KrdqQ2}<$n;Itw*BzA1u^W1Eq8$XJSC4#~!~ShALWdmIcY} z7#toEPA+ssbbbw5?X`i_5{tSWQ@M_`$<2ae=y3|ZDg#xPz~XoGza|a%KTv4@xr-p; zA#f>kG2XdJ%v3jaYA$}Qley<$hTp;M8Ra}#=^DFK3uXnUj=6LvO zDe3!bvyyM|Pf1j_?aytvi3(ya+4}#lP}n@k3GtJI2&e~^vOd37h&~}W{1s}@ zR6$HrlJ>Kf&HBF$vHp!G`0jsqO?UJXur++Q_wux+qIh=>+_Io>fi5;Yg~;Keh#@z|H)q0?xqWiqUT!4AFOyi5KnW~9*N z;GuKUDPdAGh2A@vKyPVRP@Bo1=&|^gY4Ys=1h;x zil26YZCT~w%UZ~m3hES$VZ7w%iToBdy-p_zsp5N2@we_>S6w#H?Qe+iFZ*(g5vum~ zp0$K14&Xvo4~lS_9ZXDP6Rsb&r(iM9|1Z!JW3#S+s69#oTLrW7QX9gt~L+3x&k~RirCJbs8 z#?Iy>Y%J^y5+)XA=FTMSTr3PCcGh-|O7;duCJdq`t`>(*Mgrq zBn-k9&Q9_sjv{t8_I9==w$3D+43f6aCXV)Y)&|ZdB&G(|P9_ZE7S`Y;2Jt^jq9#Um z#wHA3O>E7;KgqDf zp+i1bEcX4D_7>Ua29gko5?%Y6Pb!o`DG>YsZi!RGL?uEz5lDoU;M6HPgoP+U_RsC1 z+Y6F;=@a5N3sxh+$L@In*dT^gk8CsDY!AQew1YGc*Zs$r&31X|^D*9>$FA;ONA&+6 z9@K()&BXaY+MJsriElxCW(OO(km{*;7III9WWhpPGq0xCwc(z7`_p9Kr&XyMKyTsa z{A76T2wmTg`;SDl915mIm%7*%;>OrY0gUP$jwT&pJ0Eu2VZ)1H$nd0ho}m&=eSdR4 zhADmTH7P3lXw;P2Lu!8V4p7qp+U#9n9g2L};G^p<@-en_DA4pn7Bh0G+AU|j*71?x zb&gD42;|Rn)bB7~SdcDQ6C29z#JTU$;zfxTR47VTR7uNYs`uG#tPio*gP^l$$6WWl zF)i9)v{iOcNvCnc!jc;7ee3<67LI)@pnu8p|axUpquoj76$rdA>e7%Zqa*3Kdj*vS+-WD#*v(o%wZ)&EX%br zY+4nQ+r&SvmUB1JY1iS~)QscBb)P~rzUp%fxawEKwhlXuiQaJ|Dx2{;u}pbnp`_1T zP}Y)j!16846WlU+y&RAGx{O0;6b%QftC9V~*uHgnPFJ9LClGF-wY_D-I=RispG50+ z@>A)K`16M>adXf{i1*T=;~lxbyaB@p5qHgL>`7+TKS>Wr3a(Oa&LZ5>B;W!i3%dG#_Q# zMrqDY0-WlY3oE!BKSd8931V92WfIfRq3Jv~ReW)QlIO9I!)ze*GON(O!_1WFM+`&2 zFjeS&D;mCxAx+y15`P>Ufi9G_F-^SWy((Z?A+`~uPwdBtI8n>=-Cu?Jxbf1E+tiwR zr!3@lMEW2L3z2@x_nQ-~z_(m$GLVRyA+X!8qyuqX3~}DpJgykBA@&yVrK9COVRjLV z;zEu{{7oo6NpU* z`q;FjOnt4!38-BK*G;?xg@8HY4`RmCwnYiQ=41{>3cb=f@%v5!i9m2&CEFay^p!(ILC{GugHuL%(Wv=Cz ze!#l?b>9?xK#z%tkyC#EuYF{MAe=MO6owDqA;6HQE=v|<7G5Hu4<3D!=%j)9h$s;- zu!ix{oVje=Wr1q%9Gtc_e6%Q^?0YguWU#{D*LR>c0t>O zT%wm5NUzM!8)Dn4!0#s|M_&5nBB)BQL!WEH)@%$JCf-8$_*hQ}lV$;fiNzn=#mjYj zWLJCKGfOD#T@IzP4sFz#7t>Trzc)^$bu7Vx%@C8NCBoXi4FB~2m}fACs=&Z3?_Cx@2v1kQ&F+$HW)#=|da z(}6xOueP*~aiaI>ZtT#*AOcWYJ*)qFiq?&^!xF8TDBef@*1(iPyw5jlPL6ucl>}yofEY2?mh)w^>-rlt+5w1(F~&k;bL-S zc{rLL7Zt=k7X#4ZX5N|u_~kxp)r4ji(+cBxU4hxS(DSom(2Vgt;#;(DYBhd)KatL& z`ezU`x4vc12(k#|;CM+V$RAz_RVB@vO2I~5jmpkSHT*I&a;lp>FkeS^T6JqrQK zlm`p4>f)pX>|u(+&XDt&PGEd%kDe}r@k+D(Y@R6Rvr|!>57|S>4L3u1$nkX?UOLuh zt(*as(-(Vio>Xi;tAmm5=>b}twX|(_&`vI$21+!U(lpSjYFo(Wd=7y_;oX)EOL`oG z63HpgIeJ-$gDNepzV^Qdztn0VWm5 z0W}9}Jj6V|+ZwqglQ4n=jeM%#W>?K{t{@rQzR!DYULa(6+mF_iKwyL!4|DnGP$T2@-s)^vb(`aq6MzZOu2vF=advp>cm6fz#5 zs$(k4hA=LInG6!bi$OoBGK3I^K{a$!j$0hK?jr6%)OE`z2yr-zS4NFVU@Jr#0P8VbBI@o>qtU?# zGiiH~sFs{ez&8tPc`{2$mn3f8R_37F;%dxT{xcRnR3X)H+_rzl(hg0!Y&%K3vY0`? z!~S9<7nmCN4Ppf4;xeM*R|r?1`sX-YhBY2$R7u?d@S?PQdiuIK>DZ-9)4KztkoA6A z#TfX&o;s}1f~l{%oKX`mmqoNC6FfoG=-&nBKfIaP-%*KR-~_N?7u4Gy-TTq~Legs@ z??o2`JS2^?6Rm@H@_r!EH@C9(NzCdOh1W0~JDooKw&=?rGIQ+MU&JN9E#)2ztub@9 z%SsS_MjR^*_R>J6dNEw7EH*K^v8Rn*FCk-qeuq`*NFQO*;q^ofYrJHHsJM<8hOo zex5+xc;Yj^3;guHAOb_Cu5^vyWNlBOh$ar=(qb4-`+${-SUjh2T1WBsd%TgOLxHty zK99ZvDV5Kzf~uS})@$E|__L>wO3%=ccX_uPJ_+*WV_-r;6iThBZ;2saITUA4C5Cwg z(3OPRA#j(%{t7gsO~+?y`U2Pw`7n-NE~p9#W&hp>R&Gnl%;hKJQ_a;v+06vq8l)7K zVJ`K&ixI`=1nT@MrK2nr=%%v%vO9goaCQ+ewlIOl5k2R(A?zL@sjnPWqf&OgLj2$2 z={b>W6ZPSnp_|Do+sw{<6ozZgXSNCNp`UvCmcHkq zImExm(AWP|!?I~z_|VjcFY=2lIK*&VSWUo?^RE8QJx z{A%1E3Hm8mc!aAwVkOW~)T8S=YHv~di#)<3CD^CEpL1|ClRuEJ(u?rycc z6f=o;?BfLqbzmsVT?gHDS>U^~pR*~7pE%8eoyu_GI{fQ%?qB+|-a@leO2~uz&-dM7#viore{d_Zco^3gOxl$;e8(<3fF^J>AFN1v259Xy?y| z2}XOHWCjLW{Khd~ueUe#w|d4{4z7kjzCK0kG|oe*VJWb*;E@ zJJvGLNK#1g9XIOgakjo;*4)=^U(dkI)Rt}=9WE?3oy?SqwqGtvA)5N>`qgg@3B3Yt z`jCM1d~S)#(aI(zolKWkms^y-SV9l@a(NeniiRa^rz_TOc5{Qfh?}FBFo0-I(-f1q zfG}`V5Z)jS~e%8RT=f zFBIKDbz=!5xY9yVCTSRaF6>SJP^RX`e-%HEUiMXE7e>pi(B43o7H94*`$j?rofsMW zv%DXz)lMtw7`g=xt+=ypjSB#E!Z#lir+`ngb?x3x;HHZgK^4MBI3|kTI3VHKfE5Y# zYo&mALE{Z3DINokHEVwWwp-6=UjMM2a@S2qN2I^p2Sjc1!tP-F3VgKlj6CUIWo@DM zBNqUeEq#m}{w=+E7c3)Fw z8#)wyQD1P7>ig)JbJ32{@yI&DZqs%m<6~3&)p|;~2}WWc?Tie9(~IHAmnPv)7e4PV z)kqTTw>BY1ke0T4u^eCOQ5u(PCngl~Qz2pSG7{dM5uzGePs$?S!A;zTbm&)#P2G-w zCOPH(WPSY{7H9yZ;R+_V5}QJiz@u4ItC^|}h=G9D#pW$uz#O@FqRr0z@rbha=XQQst;t&=G4rDz{ z5Ufj)_e0;zUiB#e8RN&!Xw%Dk0AJ8AVBO+pJnmH5xrGp2^#6yow}6VHiQ0s5n;|$1 zZbNYQV8JE0yA1B`?(Pr>0Rn;G?!h&FKHN zzIErhKaR0a?Mqq7H1{IE_9+W<&SCJV!#Nzzei5RpBW*vyXB^@6g(@Yz_HK~v^P(;L zp>5Gq-ExNT(CW%FKER{6zSb|66aV#WUambBh7>-QN+=rg+kr z)pi*vVhX;p+)6me!lkX!*BDZyTCHWFn0rIlNQoi~;cN+x5VLjJ(c{{FXB~LlZ3o*@ zsRsk~!@+gUs$b>T$FNFbF>LV(X{IGe&t_SY@ zXgo1n@blB7lh5Htqd?Yg$(0gAo_}u>>%OY2J)Sx?dc2RIQc4T52H`;Asr2ruZG^J0+*%bI)_8OdiY_^Q8(p@V83rYm}iXyrgy=>0Yyc}XQ zKJ7?%34hK+TwcgA@y@Rx5ppxg*loO>sS#jzI++zmXd#f`8L1XL2&~IB=nX`Ad)!G6 z<3ha{<*+lN8x`lTSJ0Yfusy8-r?rnT*k?)9>v^0R-Wx#f~j zCy6BsVrN06u)3e7k<+-E}*ddQ=lm?j19bT>=#}?7@ z#_X=m(kq2@7*wR<+mM&6r_g(&m6JzLQS-e!z3TNEiK!M3bVQ2TaSJ*ZSRk-qpPNn) z)t1>GqELihiUr(TROjdr@?7x!Vg5YLd)9fmy$=7`q5$lD$y@$Ar{>3MhZ7dCA)FRP zP$fw+UYDe}%gXBlfOqyJ#j;|=_cz2Q@Q-k~!jeJ~fl|UGtvkbTfy?QXN{uw^7u-{7 zH7R^)w|O_E-(9<(VwbXu>91+ut2Pp8VUD^X1?ydJr-fOqXdcM^0x zrncrth@qi4y!@IjPx+p&vrK3}bqfqz@|3w9P<8=^#|Y!-S90Fp9{DNXowhuXQmJ)+ zlgaBu_r$)imA&+d76gAz^wJKl?Bx?^FrmBL zIh?Ftm~faoKWDY~#~*PwMrRJ`^nd>4i|!Ys%E|6M&F<5YUF+dd4`CJYyB!~52Ou4O z)CgK>4)FTZHTO0C-oXk!jYv*4o&Pz(vOH44e`cJp9-V2!oy}*Ait5S$zNQ|%B7a!O zw{lrsGw}^mJ&Hb$NAQbWXYnKpt-oq5q`2M3@)h)LVIoP{9KRyAtTI&pMJtB5jK+`8 z^Jae`wDD-$SS-Cu>6^h{@KJpXR^G|Yk4psG3WL05zC0E=Ru)oyDNbQ&79&DWJBc`q z-^--{NYo=Oj_;DglxoedsL)rMU4H1(uY~V}lxDJbax}9gq@RK5qj{GFdErECSU!zR znhifd4@=T(nd*O1mMq;)R~dP~dcK;@xQi<_ zc_$Fd;~@YYM3*d|dQ?!y_d5cw?7S5J%&4NKc%PwmU;as-FW5LFWL>+m_EJ3CoA6mjkE1xia`6qgL?CwAYcGJA-Bf?RYAY+SF@K zp{b|7k*TZL-(n%(@I1-0ZpOfR0b(pAO6+tL-?yVcp05diV~mGV*$(Y_l+3Bcsgw~+ zCx8EJ&iG97b&639l8F!VxB07nQyKu3>?B4!e`+Q0@ZyrVNd<>0oaJdllUq-05Lcj| z;qbZh=K=if-)P*{p#>D4UH#ub{iX(S5PN zer6^sJH;66{)eZHzZj?An;iYmb(ZdFfvg-@%{6&ETJlbvVTh5%0q|dcH9N-dQeW8WVhU#(E%5;UlEjT~dm-P6h?ezLHJP4Wx+WOR$pyBqXKFl>Y^QDhBk zIAQiTGq#R@Q^UzfESZU}u zT*Qs1v-m_ODp-{V^3*Nfrw|zwGAm+76R5_5l*i*#RZ}yjR{_pm$??{T?}7HizEcsAR7rl6@+cmLvOao*<1b$ijA|Lf2eG7H`d79XW*APz zoXPHp?=o!7(?3WpoHeC*)+9qehH~)1moJa@TZ}~wCA2L=9rH!_bZ%2Egmhvb7kadZ4C{_!Xq^9P{? zs!S#8x||Uvg7B4Yf*|nm7}*F(1RFKzj}`U`z80#HnQZD%FA18NOsbjrJr6N-3uFqp zVCU)Y=$-()(1Dp=?EVn`Vu?)6lM1(uwwG2*{aK@EY ztKj~uAB2SP9#}UPDr5V292@#F`Cj&BLIf=Utz9MOjIu?YlCC0OC18(V)Wi5vbZa}O zA6_b~Tz){=n+W<0l^AGcl)dCBc!|krViKy1gcLPZyuv8U)xWAtmg<;-J=|?o)P=!Z zTA?Fe8mfN;ce&5crEfq{DDXZPlhx+yDB#DovB)Er+Ll+c4FsH~P&uyf?rs`=8$XeN z-a%QO&K}~<02RjV5Vrv~?9xB#XRm)@H541jUqypoVpg!&J2 z-f(%42omMT?1Z8$KPf~Rf5!XX3Z_SkBw!h{jqf2X$f)kGn`dY(W@TZWNp)tuIgamn z6chd171<(keV8m7?48WwhzCDunGms`p#aku$8UqWb|@13j&fr=Ezpm*y|H0540W<(TZ{efIl#rJP&<5zw8 zY9B6Urlja(SeOVBJP9oL`W1SGOD;$CG%^W(YL_8kfA9d9#SmCiAsxI=vAcxQ*<91> zuVHJ#^Ge2tI63m0YRhb3x62^2x12ATf3dbhH!L*1v(>{m&smi>A`|`8OKNrbyPBOz z#s6U;7HD3U#|&0%xcRe~pmO#pqifa2p1h9{zhQ3-u~NXCzN?F`FHrWmulZN5vDb7j z{uTf9_l05xCdlu;@utdVNuW}cCOE>z@fQUX%u>^BQ_L3Xv`fF$$(Dm7kum6WtT71+ z==Q@@Y}z|!8IQ&;unSV^MuHxzf+2Ag#=>M`+1y|WD?G?IPH~%(92G zI*?>>fKxOU6W&fcK?xJ;x5TfKVp*>@hPtu+2v=_FKiXpMY<~SVa4$o&$0@$M;}<>k zx~+$?(+2zA3Ki0CGs*aNd#JT!*h#1NR5FF8(_lagAwgQF>v9P?-2>G9NW^ANl8p6~ zd6`(Vm9LlXwOjllVc)^U&@dF`D)iSK>6o<|ik$NcU?bvDT5-@Va=OpxYUr%2y;JMek#?V7 zUTLJ-tu%Ie5tgFg7v@Y0ywNX{BH|<7Vklmbnl`B!>gYo77v)^6xH(HaBBH8fw|WJa zNyFtSI!(u38(y!JMFz6UU>ch6*(of7jq(@k1Y(S^<>re#14dkcRTQzi1<)L{ZS{&` z)|})Ts&-7D6Ka|MjNQsNt8Rs}_J8ZY9skCmAaeQjqc~M`3 zlcfw%Y|JiDaGg2XREGhS@j#YfDhDK~=BT`mo7lz?23*&yhY7$xrN~yt5i}TkzH%Y&F=uKrr7vR6!^zx6m3F4=rEGNLo1-3RamgKN^sX+on{D8iq>U|Ehsaow%%+d2zu% zY3*a$O*s|})?IZS^F!m>#*^EnOzqA4Hds09@vPqzL2XY22d@Mo!xiehn!IJ-YKdDu zPcXIN47ZgVebe6b4z1~m${EeVGep^}!cQ2#$ffCF(MlmSL{Tp7^H)etBgjwkstbGW z7x$pNWV)pChWzohk39%ehtBY7pfRhp%VdGt_axo3erJY4M*hubUIoF^)6B zXd{qJ63EXwU!519rH(i-Io^vlqCcu910Oot5+G|UY>k?OMIfSL{hOa+|M7y?=K$8l zR?a|_Sdfb*<`G(f--b>Lz&H!4{>{#$oP5TRB!2jUFEH#avmxe(aFo7CQk));i(J!G@6nZDYMKi9x;;Ge0B9M_ajg1=y1Kgl=U5plCTFDS`6(vW#K>yg{!wC$4M)*oZC(4X;!h1~Qa+kr0J*@!fy-3a{5V zw?P04R8{SPe2?nc;{z6PaXo=GVXJo9gIz4QC%hp0)+qR-eo$X( zRy-Y!=bJav=N#UEFCxN4WxL_9`;tJS2dLtlqV4Kz6iN*Jd%00lw-qqW? zfat79n}B`S?w4exz6G-Y)LYr0Fe(K%IT(ACxg@Wp|Hgedo;2!&aOmV#F zESTzVfLsv^s)Z}hvF>T&FktWO@!C^?reIFEBz)R`&h%12sgJWNy|d!Wk5Ga?^*NgKw85HCgatH+QoBz_^?9pGuZCXN?b-tl~fkkt495?Me5_XL8lBZ#P+YSdQbhCKTBDKZgbh=wEN=WT zNV}^@YFF59Xkb_YMD(LFxcGx@BNAhy8q!m+Fss?Hw<9sNXgg(4y>HJoVj1!D{EX3x z`&N`fu>QHgFclkk*O=S%otd2Yy?h7K{OxhVG1T#Vbh@%==rWR(cGY`bdT>uLysiI- zk$o&$?gFmEKUevdNPW?kugoauO<&~Ci-fNC*5B8pUq3T59CV1>{UBh*U{=1Z`*QuM39( z-(mp53J~yw#|VHxKMKn`Xtd7>5B`#Z zZ5#{p0HQY=X-P*ue(&SQpjwRT+&kI+`B$++1~&JoVcXwh^zB0N7ZkA6M_&px0Q`<5 z)DM%$@FyzgeIaUBKHiR=zUdZL{h#=8a(7Y+r4Rjy-7i`&?Ap4ZeSsDs-&Ipr6X`ic z94ZJd(qtxnjcttZ_lz^^bj8?gKNhx;ea&(UvT|C-sW{j}5X)IQ*Sa}A z!9l-EYHOlvxqmN}N^D%RJ^%3jSa4A{OlMGu6+qW(YK-2pq+-Vf1re-QRqy9HY>e!^ z?!8I1nQEYUp|95CBYAVPNhu^`Hrd7E^gUk@q5&@&gy41QQVPqS^&L2_lo5V#>~zKr z`+OTYj=E2mg0&be`V9JmfRr?mo9@c?8_n=$^?H%e%^}EKen-f|V(F|7`koh5-Wxpx z__QQ#1wqKT^f43`2!^fTcQn**eS7QH9@kG82VP2bwDK5`G^pbWoH-wyaW94pTD8|a z22tUJQWWfZKaRbJl&pW_WraqrZG@469Xda@1VzBLs>(?gcn%E2T+w;O{Q^Aq;b(%t zgf!KomINzA+Bc=$6P~1D;g}vqdHHi9uN1q-jJKW|4&8TYudkv^pRBOQHPWP@5dsnt z#*ielG(nbc26pAPWxv}==Rg(!?ggF<0>i*tkB39P<9Gw;4VkALZIezI-QjZLqFuSn zmIVtdI9fD?@1n)e;;%a!qbQcA|)KVt{zunmbJwF zG)T#R4~cLN*kZ?VK2xh`Cbqobil46es{b9w%nCaM<>+d!dpT{GUs&=PK4h>vlWP*< zhs|q|n)06hr5W@5_S_BeATs(Bpe$#;fAh%E*gwTB-C6Ef`{d@rnrqz8;i48XQGt%rH930jSSo!UhM zwOe%XG5;*4^iVWGkC=x3N@^yE#~eFj&-zp4H;#!FSejQ)KMoBSA&Zw zuJJx~-`Ma@Ey%#6@%Oy=f|m&|Yp303rBkUc2)`J|J@^5k?;^x1O${w7dDI<(#I-nY z`Jn=>MU#d1t0TPO(vP765v~pXB2s3LFu4KEbG-vj6v|;lV}rFJFfE*PJ@2*4bMn&-Sky^^Y2sXTNQWf_0zgyV?(43tNT& zGb+ieQMIn;YgWOWS9gZ;8`p{UIs;B1sld5xc<#S_}N57Yf(O5iW zuuaVn@f9zrQOa!%htf;*a{Yo*s=)8*H~Y*#oih(?@19-Pf7#{ItETRscskvsvNB~P z>b#aoq6L1>Fc7+a8hk2dQ2R-F?M1xDNsYs)hcQyt*DGl_CI5L(Jnp#B($!c-6CqjD z!51Qy-Tdi0DUz;GaE`%Nuf47I`b+am)RPGL;<#>RM|D6RKV=zS`g4_c`|UvA&xGkw zEyWzx>snTnaYY1{{u0(#ZW*M{y{FV-6wN~H1&KR67BIUybe^pG>i%diw~U*~xG+2V zZLdEciIt0r7keAJ9zJVE{ovTZrjG1NVa4^pD2<_=lGq&wu=K;IJ&20=W&2gsau(DJw}?q!CLOy3%@mV)zVXbYEu{g(`ycRsoNP`&`%f7X zWYtc*OVR@@kvee;CDRlzFw(u+C;tAhFm#B+*zSVgMs+RMcu`?po3$;i5jQ?4+5{75 zctH_y*&6gmQ`U^dV{6!SW}pdy<&NW@00a4XN#FQS)?_INuWbu z>2Dy1py?(eG9**1)*sxSE{Zk4b{167{Sh114=M?Z{3r2osH{=W&%c$=nD}Sts zZmlP^Y8i)Pfng`Gs-Ojbt`akZfRX_#Q|oSv-Fkim<)}_of*lBPD(^dF2^PUH2MHQ6 zvaT)wxS#<{4wO6rnTMy$z?`mwUBoGH*9|Y*p*I!-$yjUMqz_iUfo2RaOA+XxlhU~| z&U##;1|W+`Cpg1%YPz!3H|#draP=_!mSOhj`k4IYcH-z4&*)<~b?$WAS$$D+{5UlN zHm(D{Q`mPNO}Tli(^)`r7x3P?HPkt1-nw*oI0^rB&-}L1{)M{wrH$6V8XAr{XF-c_ zG9uiTi%~A`M?0#WpM%aSIpb^lxYxr{4+jXGSodjZ^}Dm)F>RTIyG6N!f36k!n|40m zKLFToD&Fx@H^-JT^K#&Efg2X|ss9Sp2KPh%21x!sOk7NcGqbN!$!~QAQ&9=? ztl0hP2h`g+O^U2O&Up+QX|6vEPZHq&c{Y>3%=^m&j1epoEUXj*vUhU!KKG`9s<4Wj zHa?OK!py&W@t$tJ_(`+jyD7r=i%0ln{%AE{_*s~+-s97oy)jOQ=g!>%{@RBn%pHM( zA(f(jCwE|XHr$o_%7>vH5Pb97;ZKwx!q%$wjoxD7trI&pKd*s3f?KyJZ;>+ltF~}c zR)bD?8-409&<3GwR~>qpvRlwoYkeAVer0+GS;)U;JJ)R5FbUG<)CXD4R7$`9{6b-S+! zUr6q=eGdvg2%r7pY%hw5lv^Vri%joph{_?r^|cS(T!UR$SmOmjJ4UbuT=&s_U&XWh zBcQ3Pt*hJP0pq1{R<`Y8vi?~S5d7dRTD!=D(us)cCR~27swbMq(eXBQ;XV6u0~|bP zd-5sx)PUfH#q+ugXS5M3XBzB2_wK}y3&igV)2RTcO*7)_wn>Z+bV!W>3GCrXbA9B} z&X(@{QFQr_W#|bwWUu;#1O3OD@S`S)c8+uv9CgtZ02zcuz4?0z|4}8)6bx%?msQ>! zRsPZo%hQkI!_(kSD2CHV_I01XhxS*)7j(NQEIN65JyePJ5&p0o)nOtZUD}OthA1$L z+$s@v?X8^qrspPPT-vBa4Qo)%Ftv@`Hu`?fvk7i46Ojng3eXG#-UkD*PhyXKw~2>j zQ2S$%@PWm2mc^3a+oKj(ih_rpzN2RL^Y)~_GcJx-U3+mn|5A|rpd)_ssNS?EH|>u4 zxxY5%-hL5Za8uIF34?Vc3y=?U;l)5*+0%*tN{Q(Qe*h0oWzo%Y^w;_tgQ zO~d}Y>P5&Iw=^&&_1EvAHS#l4=U#}CXvZvVzyqLrF{w4EHYVJuPdjl0<6#_GMFAE4hxi%a=4{~k?W(_!ac+chDWP@ie}_xpP@|3 ziX&8GwZGX9vLPQk7VzG?!Z5oGC!uo*yb0Xs5ot0RAyE$p<25B zJlto5|AMv1EQURp zHYf^l%G?YA8+XM5gJJHn9|;&-WYgNJFODLy!ByrIH-(eRgq9+Zs6Q!({2%xFW?+Rk zD8$ysLZ(uM#m%$*>&~5-<NWRsw`xP)O?laM%hp|7(3p)sE&N{O_~gr@x2;(l4%wilvAxR(cQPys_1d!7#YNDSB`q*0Y;&lGb+>Y_J^6DO0?4s}5t<}yf6@!$`b z$A)tXQM(7Yk#t?to_rgvE0+7Mjr;W+UolnU_+{ySR)8lu*(6xh((6~TOJBH9!7b() zqi(Z-rH=8`C6yG8kiHw^vV2taZ|KyhxSrcP+3fsWr}t6~@6P}Jz+m2>cT-JgJS0ic z-uUJ;T`5Dl{%B%b1#YWiNEgRGH$@{{i<#TX*>G%Rue0@@;RCbB&N~Uq_Qy6XgMK#( zS_3CD$7>M2>+uT^bJ}{VUQl`1fBgv6Jv@cPb&T4nruR}tizMSt+{E!MBK+}Szaus0 z@s`?3>i_2TuC}_C&|gfmb9B`+O(!vIdzw}`$(R^U3`!W4qj$@=A1W(a)}Iv&-1$PRBTi7l%@1G@BaM)x*3S!3fbd}k@EV_<`}kU%37 ze=K9NI3=D=jf?mPG4pFuR#C#QzjK$e;0_bDyQbZ#50CY!10_{RD%I%{C|1d&B$sS` z&jm)@*+jQhT!rW-gVhr-3N-UY?YN91kAkveu3_tsIxeSLVJ!IR0qNs385NZGV>~WTu&ajh zmr*N|^|hni)>F9#58aJe6)==i$z~Cl5Ft}#f&KxQvelEpWRHMZK1^n%?;RY38sIRj zxZQ8>PPZ?H`ln*pumh=6V0940VXWnZw6U?NW7JZPsDO2Y%pX5ydenf$aElR8fx`fD zlnW;-L@n41f!Fu!f-y8BQUYl(*GgW<%3^pxPts`F7WX!Qqez$-W?Kr9C# z*rbjKD$w2*t}Gbx=Yz@w1MARB*Y4Wflv?w5%z|q(4{uS37usggz8GshiV~3TilV%o zf?W{NNzD}tK}rVlN8p`Qp;xq#dF>Eok5%+%4rc9;vCu_z!q-2>}^H*4^{$7|Dh4~^{Z*9qe5lSB%+od&);twM%k$N zgl7F8+lL$w`izWGh5)hK^^PScAm&QMqEAs#!CuKGeY0Bs7yyZ+YS&lKgQ2rD;D0*Q zY#lMOA?${y4^FsJ%VuC=ijR_*FJ9c>fvB!}drg~%a70_dnV_uJk(%HwS~iK@@bJMZ zB$(hqBAK|RZKRiH9a7wPo6Kxseg;hJx?1o--KOZ^i2eH-?XKTt7x*B^@=ikt>=f#2SiMOnT&W-UD|`x{MK#RD-i{cN zbl0Mhyd(zt01aHjc}^MobF?b*)5osxsk=b4|XYx?e`tf;INqSe>fhc8fVgT-&02ZmC>GJ@T%ddbk#YU08 z?$O^8tjIZq@2omAM&qL}FchfXvodkr-Tw#;(GOU#97K4M7k}icZ@-uVhg`uGI|s3n zs#ot=`hVw1S>C^T36DF*VpX7GV09uwewY!RRw6&CCzef%?pYt3=@m~!A-q87wj$a6 zRK8Fgc(peB6sD0||K(N{OP@PB6IKa^6Q6)?7B2NXcY#(JJXo&)fc}58Zk+D80j$H; zyxq1kMx<8#F(tM-_JVu>&>>4=D2O(Uk}b+E52mZI=_eoeF%<}HW4OjVzi%N|^mPg+ z7z>@YtsmyPUZr~MVgFMdFvI>wFHx=qS9Vfs@V@28PVlHx7HFF&S4uZsy%6@=wemRC z|9&#VjA$aRttO(_#5<+D6*}oYvn|zl#_vbp$L}7<$9V?r@FCh-J`d{Xhgib`ja)K_ zQ$S=+4`8UFbx+ni{GX_hP)Ryo{Sqwe9*dZ*CJ0_Q7A8lt?2Pav+Dka4a);m154PKGiw$#Ib_ZUenUdozOe4WL%ga}Rq#2giK+ z4YxOpcbN(k#mW$i8AN7f7X2MSeAQZP=pxRHuuXw2y{VW{cc?e0m}r>8BgdG*UP-GV zAsiNcQif7z(OY!p&Q0<}8#F{2jh*67E=YU!H3_Uc*!!_P3Kv>WX5o$|{&U0$9e7ko z=d%~1+)8EjO%fwwvjk($N_^14X(~Y8B}O+14KR>Iqk3JRaKI_FQcPM~60S1Ts#FMy z$U+;)16A-)xdaO?dnR@s2)*Lar|JS9Ytw{kc7@UHlk#^Rh-A0!^PB(srI{WJKXTmdZm@VFSn|@ zLxVk?S-^1Dc<;dY@@b89tm2AnCe7M-y)2Uwh;#{HTz>cR*FYW;b^MJMeM}GU5{o^` z^Mljo2Ye90yvWs2QYCmYGE{Fed6@D``cJ@&9VE;}PB$X0d*Pn{wik{M zk3|GX_W{e@n#uA`0#uz%eO3a2$q5+*cq-71npYf@g^K!+1j*&W0kA2RB8 zBBbWqgtS)(rFJxIXmWUk30r+`*rSY_cZ55!q8Cq`PWOfT}NpJwOG4$!1}j|=h({MC%27wSCo-FC;f2<+ z4^Hoc+ut4x#*PSOolT9xP=DNda=A5LIymOYgI=@D>ONFN_*0w3G5?TQYznZSv*VcFZ1#0Y$TF%j#R5y?xta=nH}n(qo?aq+I`v}sdG zq$LTLdkX$lC{hjtslUOs4h_ip?BxnCXny|8D{zFIm-a4j&2 z!8yTE^mn!0+fdhlf_zx~4_$rE2jekG0z+Q<(yotxAq;ZNyyr3knRjRITYIvBD*MzW zo{EtrYT4Pv%h9M2#R@Yk)}(yMX}5r-33~c8(}H2AsgvdSh&9>ifs!}Gqwn$NE43Nc zEa(Pfa`b;5J3pK>mB;p&>BR6hqBxqDq8nWF7)gn=3pSLq>wPXsln(Q(tCJQ;pisy` zRZ($?Oq#G5$xfe>cFhnptmyc0n0 zG`k(mIJG%b()0|ln^~8>PW!XQtrQ70?5o+vWT<#{7B|>yR{mU}jlR_!Cq;OsUQ#5o za<4u1$#~tsT~{7M&Y96CYMC?as!BF!zmcDlma!>QlBf&!;N++vU>(x8td-QXH3H7q zEh$ow3FfuBm{6BBp72C!)G@-_FvwLJTx)eKy^oa$%1qH!ng0W)*$e3NAd)g;K{4D& zz35$%8fL_z zf+#}+x&-_I#R3qyWW(|ImfQExY&iB92zAlLC0XwILm?|35Q@}VT#ag$xxPUxmN-bS zzSW%MA9DBJk_+m{@aV&Nxc#@oNpew2T^cV?AE}mn9AtQ=hY32tzItd z@qu|AOM}_ly)yw6f+FZXgaa%OZrc?S1$E${Vc#iZ1B1NG@r>Z(!Qk`(4kuF(CjoV> z=lx!frpitiio59iC0YXxFF~JZ*V~qOb$z}XeliPNj{`9IC+72~`&I#gYQw#z*~zHD zJXHN+eu@3<Y zAobzeBw)j2kdsXFuVjKK#R&( zW+t=c5YczwLs@QE=cZ^zK+fJ7aKtxIpTsVYHeD$EcH#?TY}+vob4B2-sv|mHlJe0D zy;QQm*D5+~{O^c?a!pbA@1*?lRF?#CpJz?`k=bAHmUU@ogC8qMMe&VOB9bHlbujGh zq;ht4<_M6XCr|VBW>_yu+QsCUAU^XY}Jhi~WD;p!}QaiG;ZNziFQQS78)4 z7k6`3H3bt_TMBj_e(2Gt{<|a!7aKnp?|+pZ6C zPdgach&&jW+QhdN7;zXBBqU@cL=iXG$1ZI5C8xYV&h=ok`j@VkrI)RP=Hxz zDX5sJNl55;>6zHrxwyE+*xJRAZ% zA|e8mF04P)4ugP&h)u~ZiiD$Lf=uO%%MqNMk3ub03)SzKz5sJVTtZOM@CiVKL^SVd z>F61_xOsT__&e|$jYgyYiMd|>*$)AnOj&|S=+d}xqEnedHaNhg-1k2MaQJ1 zrlo(*$o!J^y`b<%Q883_psv25v8lP`XKQa?|G=-oq2ZC4*}3_J#iifNTiZLkd;156 zN5_{}*EhF!_YaRx|L}r^f&W)p|H15k;)Mm}1&4qDkAVCSFIYHF=n9X8fJn)Xge|Iq zY~qYV#Sx5xE0&yJ+k;BYsd|A2ahXQL2Xk%FT>eAtUzq)$5exbM#q2+b{U@(w7$Ee* zgu{Zzf)RmveEshWvHhz$WotFck!$Q+mq{J>^Urhr)ATljbxE|iGn1@aT=j?%x&l}+ zpj(xoxfbY(rHH$Dq$2j*O>Qf~tB0&Hvh=~DPeoxQSG~}wZ=t#(zXzV5I)Q%k^%`~p z7q+LG0ev=LKawF;w_uE$`TdD}X5n;BN2VLMScij^X?x=67xb6k%%D+LHA5u_NE8dW#5TGAh(VrJ21EQsg@8TsX$e&=|j4M=6Cnr?uugKV}>(=jC_h zj8V$cVqVcd&9;O``gVY80pq_wv0vXl-u~pOx++h0Kpp<5o#M4?`MBWlA=w^XJvp6t zA2?V{%IK=t%xI=1!Wq*$z2*B87>5$>n-J&ESP~qSNL|F3QZJ|fL+r!q^(5I*ecgal zk~8@RRFf6fNX&-ka$QGIg3+(tRX-wes~Tn1hDlH&!{cr@Tgj1*Sm{~Z8tnf;t30HC zFkLNq8nxuP;;M{s^_%_!v6=4NA#aAE*6=}C;JRu2hM)V%ls}?Z*bm?YM78#_fao!@ z%?W4~WBCUbFjW^?jw=(%T8+LMeSP9w*jlo!f zTnub9325K8@2bUTDiuC|#g(a^`bjvcJBh_2Q`k&zqXbkLge#;*`2fQn)985ByI#It z&N~tmstJ3w?K~@7yxc-nO%>(HlFS@Tn^39$Nsh)6H1d<0cBbL>!dp&H=N-C*qCQJ7rC>_1hEGifmSvND11r zwJ$27Os7qBzgMQv=0f|3DtjY7`B^>>;w>ND;omVJD97b;8gMuH)n@i$@>P9Ux+gfJ zWN7vfZ1*BJq^6p~dcB1hYOgLSPObJ&w?4((m*iabS;8*{>y!8EoQ}6UlSb@zx*+qF z_3bdIe`ER_5hI-q)d4=j{qHE<>Cc@1fJ%WoK$Iuqdy^MBmH{VUzXH5_5m)o-$gc;y z(7RszC0`$2-EZ)-T+NA+dlWGY{Tau`uGNlxt;Eq`dW&f1>`SQETc6lYb@w4e+@nQ-Yo zXcX~c?Gf-azEsb-rzy{NC@xR{FtzVAL>5myYvQ`dRE*|S4>=7&Gup)DwZs*^!EjtT zClt*5{Ir3VF=vvyWS1ZXP4yM5r&d-_7`I$2l#qyk-*nH2$sv2~;;r<+Jx`O1m@RePg3Segj`SacA%rR2Pj=Wc936ivWWs7zAD z;V+7mh`y#)R5f~Mu8xlETDPFt)4WRjdI&$M)Rt}_bAU^6ic+B5cm3eSV??Q$mw_hf zZ_4zS=N@RmqQW5^h{TlIS)iA@tIKpD(W=jrN-~wrJXlg}=xX(~pO;zLO=vhr$$h%+ z+8OeRm);G6D$H3dM=bWHYRQP?skTMV@lJH7ewjB)L$G9r5O!h)Ld0hF=1L~visx=u zgwUo9wbUpKsgS`>nu;W|DpF}}_>K0u8*&ZSyT*C%V0PZO+iK1In0H5odVoYl=!C-c z7u#jstA+$8Q)omO&<3jY&?E2U&RvVxYyOc>RQ_)aPOvmxFMb36TrB5L)~M$2ru@W8 z+}AHm*j`IFK-8C$HLkC>pZKzPnCd7-o)$B{SdWaAx$&x(Z1E%9l?;7!ZowyuC=EJw zNdcB6xpZc$>Xlv9m0rsdhmt9H$9U3k?DUZK^U0$ke-v17mWt-s$$3G`Wv5yt4GNFD zo>WupBm}(Qh7V3Xw8<^op;lh`EE-2Y40e{O6KuIgqDD_lb1!_CFW4{|=+*24oa!FA z`VdZ9zffe5%v64tIlr=ZAk?#6;gC%3^hKA4{~$ER)JS(Ij9tg6>3CbJ@N6zM0*U5reOgPSU?U)WVc#=zi=yy4-eMbUSrsTSMnaiNDojA@th({C_V zWeg4}>=R04jnk2a*QSTAz9?eaChYP3fs}er__=8Q-xUc+ZF3)%~KP$_9uZg50 zOW+xo+h~2YqlxRk$dVu$W=^UoOC+`=#ZDfHZAgOki-j(%O}o_Hyn-ymUreb*jpD<-thBUdAvYGgmfRE4o7jEC* zEE1iNNNRYSU_+84m*K(EaeD9{w@G)zvi3xNLcs`9nTqlaZ1KHEOzD<`NQcmi3fV8a zA7^T zoS#d=_>YDuG`-X8&GfI>ybE(L-BzU1Yb;E{ksHOr*M{W&j9*ISHS^NjW6@A<{9awtQ}<^E?WG7QZhhY#lEKrRl+WTN_GG5^9cN(*vdcnF*=us;`lE*p&P{Z-K%!j zMJQBoN>=4~T9@{Y1K6~X_bPH^8fJV_$6CpPcf+EM6VV8YK4^Gk#s<}d5I2)76v`e* zf?y-Iy5YMzZ1s-B=KUV2iJt@O4KY3x2UP6Dv1m-+BxC!RnLh?Uir$vE&*;8jm%-5; zt+xi!G0A1_5K^_o+dLDc?FcMoGsGyjdHSZ)n44*|b;%enmtWU(5BfxYsXDZ!jP1 z8{}u+wO?qv=jqjxBpiTqmns45HBz-zPO@vqHb1}xW{iam1S&1IjLsxxTbGNKnyKn- zpAhR=DH|aMD$(71zijiHXScKXc3WU4cA5oe&)hO;<4wIL*smI0%gO+%1^Id{%^=gz!)=gr*r z{>bE;$$Uv>e*4?9_S$=qu{!95Q5s_jn3TpZ-M>;#b59!`jG9`_-M zrwNyyQarJm%A3`k<{0ww7r@(UwN(kZ<{U%0WPB)1!!1pA^p-w% zVEJDR69lZ7UKEqN;EEAI)$acv3LvcQ9@U5pUWjaH2>C43&YJuH=Sm7ieXH{M{qU{V z!njsH_Mh?^g?c~!rcc`2mIPZSK11a&G6kB^V-la3-~PyrusTcq`dzT%iCD?s2dh9X zRDf~1Mv}4$``s7B)T^Aw_WbV2 zh7Q~_mjhjYv1F*HnoV6(zp5`Zxw!$tdaOqXz-OQo<#S1s>X&TG7owuO4DwgFB!hZjWW2D_q3qpjL< z-Ce0k-LxXnsYIykmDvM`$N|3a#A~T)o|*=ceJ{mQk;fEQJsCJj(%;HX7xg z6z`5Xsj8P^Te9g>4+?c;4Rs0L@dK0NwZ01BlxHSpK~2_l^tJW5KC&n87-r9vIK)+( zCmiI2XQMIfT<7@zFE`=;zirC@AD`z!0nV@3jgpC8uE&%}*t*xN0*i5$*0?BAz|mIj z%_s@4W3TE0zW6iLrV8~Sb}0mXn{EEx(q5RPobNWfy`mN!iJONp+2{abn*v4`t9KHn zzbD=tgmH=P3df0(XxCE>ql)XPP>X{db!60@k30MNYtpB0Cm%)hSOMP+eTuMIA0-DK zz_Jxm*0wa}EjY*euKBt04vy#VKVLbI%Q@#|pWJe!P7FnW(t~LbG`$D5gCSq(sdtI` zG4-Nl*gi?eA|j^aP1V-60jx%;xw<~^0xF3_6SQh0Vgn-_tJ%4pG*eQgl;TO93|!)I zbac|MYCn3D{{w6)WqoU$TBOuY{Ce0?Ao=k_rd0a0jN$_-4Jlmf5U*%g!-GUB4P4eg zxpif?-^hC625`e_+KcPEtI_Ep0Z8G5i8Mk#WAzY4k4F8ap#^V7_pCMfeK1PP(AE3V z1qP^l#SQ)gh|JE)VY!1XCZ+_fJR-*KwA!6Rna|#pKhE*9uC2{+=wyKfu>S!xRO+jy z{^rQ|k5g{{IRQ2NeNC^o=gLFi`W3Z8mVF7h-DPD ziWCX=xMyJQX5Sx9CEI_-hfR_5^8zRz>R+}PpkykXNG%0dBoxl%@tW}#BjtlZHu@Vy zIpJplZ~jjlTYi1KxD#pq7i435D<%f3qfRfa(7LxS=m2ALfHUA_Y4N8;RDHsjXc!pS zFT`HPlTwt^G{TWl_HIK9Dl}lKDP{3HiGi#MwL|W270zSLuGR6MU->83EYOM1Rf>CL z(xe(Y(Ib%`zY0e4aSw5Ukh@p%%ykrXWRHL*<7(;#0bc?g?LD=4h0Mx-N6tj?=V-^O z<2nM!7`=I! z?XB)UoGi=x%ULv@F^v_zMWfXx;9GGT-__n9sh_nuSKC9VT(}mQsa42L+e}%tiZq-4 zI?xhE*hP@xOeeq&3SPe?3y@aC5-F(A)khCAi;7l>m38cS5>^I$6vArEOHDfeXqw&q zx7W)#?`6@nq3OV*LS!xoQ}br|PeN0lXGl`KWy~cXu+|~S(64McY^OQ)5rqcZ5!8bH z+4rSyV%H>P_*7$%o^(F`iZ(3+4)haZ*qMXh;onuf~rCcSX90B|s(9#}5^srenp&O~xzS;baiz}W zf#Hv6Tuq-Wnp&xc$~56&*yR5>47X8q5eHw-Mei{}_{IoA*9i6r7N131wa*LcOkXR_ z9YJv<$V{IVey4jRfV=nBbmVbIn)qpg6hglG7bzvj1u79jqZw*^rokKv)XRm;7v{2^ zd^=h}Hdt=5P!&ynY7W~@^fQmrm;uumoIo#duZE6|3PG63+G4?CqkD*=%yz!hn33fh zpRqtG+@&T46oE&yO}l5y{I3wbCQj1WOK?aFx?YSa8{bM{z?m>`u+=RG6R35SqyI&e z`q*GWKpiwT%_1&)6qtXXbe4A?mxbsz7BpFXu_=4==`(+*rC z#!Tl8EPcayyv}1`$w;e@4~oZSNtGWIcD5%bHiWTry)%yvWoT)JeCotCj+-V}9k;8> zOB8xD+(n*Jt}4hbJd-1aCaR`8Q94}}Uk(;=4IQyGkmxSFGo87G{sUm>F9mVg9*jDW zi=)!8iEgHLU)0Arfqscft($N-r4ozSCrf^y|+jA3Zf7 zH|ZX63=_09BS)c*^j=Ko^GU@r?FLX<0E~UCYGj#1@A3fBh{BBB64^=A(Q-w?++?T4 zRy5?Mf;L2CKA_Q8s>MF!-PYl|730X;@*wSty7E*EcA!wFsf|Z@af!awe3XNIFT|ZJ z*i%~$Z~r!pD%bT)1#WV)%>Q5NKc>AD?XZX2l+I4Wu3R9pS2r08o*nO zF+hYy_5-UEUcIy1ydqN=^;|2hc`OR9l*);N+Lt0jy{ez(<`P~Z+;~Ibs-3B7T4cIQT%8!w)g;+EF8jf4cp(u6*fGO1;`=$JgjH(C zj6;OhIDjY&I!L2?vxM6lvc$nYE_X6+`81i5OW~+5oo?m`ObfpKCPvirIQP<Mn<__gCR2Ohe9t_&2XcxG;D)}=9a1H&Nv6J|`414mUCeEu zG4F6`BB+ko1=r7PFGUoeDl9*lVj8%8LFlOCY9Yx=Y3)OwUeP?uE*$>34HLq+CK&Vv z&g3;so7Xt>H4W9dUQv1ka_k=;8`80+7OKET5}jmCnXL_vcF16Y_Q*eubnEKlNaXE1 zPeqv!(;s~aYPRLO%yU=AO1%42{jYB;Z~_H0uOTMIxvWS@%T22y9@ zG&=+e3Rxx;TE@|s3KQs`uk41Jqj-C&brtsYgYEfL&JCD!djsUZ@{?jX8C>;CWaMHh z=j*WG>@i1nc*s1411E0`L>Oxybmd);Sj7*+fx6m7Gg?(DC3(?2aDyzG`EP^te@BTW zdnkrX@Z+d^Z{$-ZM_RuYw=Tr86rQN&B*R7M#Qyg$^;_4yvrC|T*SDw!`Z~Ik@=i15 zVL_X49;erV(Vu$vUg}Lg#XmRx0qXiZ!3lpB4<6lr8(YNq>q-b*XlaDM0Su)B#46}K z;%uJy4xEPCGGce!L`Y_BK3$pD+XR*Km(`F2K%%1cwJL{B_Z}Ez2fB<32^4BuK=EEm zEUp4^ji29SF!%if4EKuKtdiU1S^fhoc?Rm90UP1th$%&f(}zh4NXLQLs8!|FYyIor zEI#zsSRnr{=8iCLoBqKODN8tDyVab@$XGriT+y~;?{c_?KJz+UsK>!3D5CRGSkfa( zCs1!$e6QO)O6IAPRAZ~i%hNlFJKiJqT0QDEc}{Gb`p-=n)OPx`S+cKvb>zTxzW@~b z7dvdfU6$)9$s!hI*YwcfiSBzpmcyubCRKXn&4YO}Z7FA;H_-D@vF+B<{!bbRmmj4~ z`bp}MpD$jfaU3pl&%K?x&E@;4)trW7M25P~%P`JLPogHH-FUKmd&Q#7izxl`+u8GG z{H?Vj|D!w6J}WHI=GizW#GrAw_H`|RR%{3Dnisg%sKGS62C#W0%dD@$kc&YYQ4)v@&VcqCD zLTQ5oFUxFz7hp$Yf^nlq9!X%M5b=&LK6QcrZh-O>E;iKJjiNnao7B$xjgq(#Z}QMh z+R4by80VJ$`Aa054EATL)~lWds&zH}=vFpNw|@XUb;*25BD*wqO7c9djGy(8)guQQ z)3fx{>&kaNDpwxSCxRK*w0UX59qhWnUy&*iGRB89XI2He^?oNZ#09$F5mZmod|UfU z<$*dJcc=BN;Gyv&y_RpvD}685PAJu;H?kFZ_cxcus_oit?cvhq#Vv3p6VrDvLG zm^A^F@*9G9w$=Hft;T4;(1iQbmlQD;vL!au0`XCwgfahjl-l@tyDb-xsj~3sd z<0-y$2NO$&@Xh8!3>yHb@^TAl%t zCNHBaXpAxv6uvjSZzY$uiX~q>4DU!B;Qn_l|GU(5ww;uz{?x-bz_rAHxODxZx~@EFlP|T-R5+#u zQ55ZO%+TxS<$3%SLtE<}wm}-3HPpoL*%m7PUhyJmhOsCwb}yziQYTs!G@kDtNw-q> zZBSLKMVO~Y{4qsqz;>aW4g337OZ{CXNhSUmyf@{oL^>g#EKB+4IQ&}5UVOi(OqZR39ZzV*>`*|FIFnGvj%5upPZ>jKC&&Kc}vh>9}Q!0`^>`kZZm}k^+ zJ<3!RDep8N=fC2YhV;*&=ED`%y7dAg4#*w|8Ja5O?0I+`I(N3(MLF)+vB=#xAwpVP zKxbT&-6np`Ob(>G$^WAM% zrH4*}&K)AJMm_IgCzUY;%?mVb%fxg)of}^V->%wkWA)q%mymd{O1&(HY(}@e09p6- zrnzdGL1C#TzCUa|9yRRl6|Vb-xnHrZ87QV&AKfj74K}ms^uswm) zsuv+~E(N0>mk?#tgK1O@>xtuYNw`f8`<6|I;UVpM>^~t@0L=zQ+=Mc!_=evD*|p!} zgYMJMYzXErdo6;i@vie=P9-PQu)1GAwDw&WGYNWCU;8`im#(&f*UdpM^sSk3OSHIQ)5bc2fu&Xh z-Z;Y;AZj`jIA|?yBeB9jlcELi0UaJ68V+}>8RSHB0KFq$fI}lk8gg8RFFBjJO;>OO zqSx`(aQw~a9PyTOVb<^6fePp`ZCT;dSM}9c?Rj2YgOx!CMmkx-8oYDEfWJL5iLPxO zBq1{lzufr#0f-OFS4lZ*YGl$@S2npxRLqN3^iWo)9JA-{etA>4YytmJQ?ukyq*Tqd zkdbU^jPB*!HTPyUTcUfI7L(r`;E{>;qzXz}QAtJlejVe75sVv=oL#EAB{>vj+H98! zlSoYG)(6t?(z>1ke1EjI*Ve7d?Q6{LH#PqQXlqC1W|u9U_NY1^=F_{U z`vN!^)Bct5?{ogr>#7^}Ho87E|KwIJud)eQ(IFGli!PQ+w?7thshZzqnF_X&+hSS7G#uL?t?&T$X7=e`@s`Cmwtg;6BGphS@VR7nH+e4i~mE|fEqzO~nP?dX4yQME0Mb{QE zU2u{|-b$L+0x=`15ExUfqEtwH6Z3Pg@`IM^1`b@3xg7l!-!|F8j#Ixmgu{K=nga2- zxtu`F@HX)0l@h|?dGY&=YB>jnfBS7D^t!P

      hP}QRsMYu5eLn)pjKkOE_9n~i7O$o zXs=b_!fHzsGB2eZdwmtHc3r{WGJAu5=slb^n9;T}JN`c7^Qjltfgwv?C~Cf`R-HsV zHS#bCq5eCXo%A?Ke69ayHR5cDHG9VOVnt~BgI#f1hqKSAu6T1Q$f$qkiOrH~{8S>V|D^B08*TB-b1ACx2@G>gm zhI>>lEl$PIe_UW*gvyFn*5x~zRQ-t@3XDbzQ_9itXGKoF6n;W>*?+W<#Dv{8g>%Xi zoE-B)Ja`)FffHwI4~;l&0LZH+$V|)EbZKY|@jqg!I?opqGKnfDb2>g#< z%>J+Z_`lRRQ9&CWVM|%Twi1GEeJO|>~PKD3)gq=%2Ik&a8>%FzNRZ6D$ejYu^U zBg&76kq??H)B9gwrgEJ=qsTK_>}S7wyxa)bDgb}8`dWl#r_gVClEnPVR{h};RX7y%}oy{UNyd7)oxFfNd(0zudIHtL|1TN zcKDi`Zo)--9VMb!c}DFLCtO3IWVu_+($;X7M|D+nPwS>F_I^a0& z_#4}unwe%}_KWw8&za}V39xwfeXe|9m{JwM6`%t(mh7nD_6g}H)Ar^-}kOz+mIT0Wy$3vMjS=lga)iiq{x5d!>DXE zO6fE9Ss85B5}Qxq@f*pRTeIzrmjSODn9qE=oD!J$GRRE$;0Y1zT%xI3Ug0WcKggv^<@oTQ1So=u11AN>VV}W~Y!$hi^F#Zq&{|_k4Q49(Adk z{q@vRDmzkJA6fDTONIy`NxxE*3xm45`*DBmGOVsZ!(FG)2WO{*!*XLpBi8CD!Y+c+ zwS+fUCGA9}Z(S_`-khfoP6wQadU1n0daV#10tA{l{rZH=O={M?BSCqKM4dNM{t#Js zxmFmqGk+7x1UtDPD?-?KnyUam+ptzS-||?iP7(%+KlL~2-q^be>*f&dw$duClYXqDhJM#=W$YTP6vV_7 zt#bZpLv77bv_CN~xJ_ojQY#qY0~>8JW(Rv>IX%q#@g!mOI9?%#kxN6}qoZ8RX1V9z zZx4p<=sR<78(Rt_H0`twI#d(NqK`rz= zYbSUA@T5MQ!=rh|+<;xXT1kk0z&VqpBo`%sZCF@GrU{G~ENqd*=kSj}05I;;>=z69 zYRI}UCd#G){+6(QIR{i;16)Kyr)q6K{XGw6$wUwFYD$X_iy6tr3L-=ksoT>M;Y{4u zOR+A?A-3W(=&ivy!QvM!Y%^u3E1ERwC0^}^mga*q$R^sG-mH%_(zuOz9A=_;2>B9# zmy({T+~UM-T#+A}z@VOY#UTv%FwAO~&-5hyoS!&}ZB(=x=FsaXuSnqQz08#9t{gVYX zkS{rOQ(2~o2&NjhfYkb?vStgIq%aX4@K+K(>lnjmWAVS)o2G=ctZksdu{sxYj zgI5z0^&>Y(ot}?^&%?9-P6R1b2J&mZM+|Xfe{>OPzrp8f3+2q26k^}9aoy@sPO&-N zr0jljEpCXOHtwGi#DcS0KK}I!+quBJZqSXbtqL?H9n1cl0vy<-JwpO!j_8InET z2iu+FHO>yyy{G(e1lzN&q%SV_ywj==v7>DAScfYsIQjrn8X9L@l<>NK2o3AFm6UAn z5mED#-52GfL40CPycFX=#0#7WJu=Io`4;Z=D1Ml0%*IJS!}LA38b*K?AX4L(**DeP zY4?;hbecDoX^#yB)jMUC!j)*Asg)lb(yQD@sXhS?gv-Ig zC_vQB^H8j)!a+ON@aciY6+9s=gOa0W*C1Qg3UkSD_JnUSPRn)fb%*_Ritd8h2GPRz zXt=`l>bKFlYohKKqzhEuZa~ht>o^tWb@RQQq_-`0W z67b*GT3n~B=Ne7gET1e)#AvXP0a}6YYzwu&OI)&d0<@s+^qVc?94~)j*+OJ3ARLph zgLh>7P$jH;s-B)i3hQR$`FsxijY^Tir`+Y@Tj+3`?wmI6yi(?mx?m?x(IK*y_qpry zsr^op{k+sIK~hn8vS7N@4=zuVQw4eer&@>0{cNGk8#EZm!fVG;ZOAmr5ubv^|Hc?g zw7;?ry*P$UU?Q2an|1-!D|BvI=AV~GO}3%%Xk7SY8#&yuSFnQtaJtFf%W?sa8eRnEhQ zS~EG!#xWG#+=@&af%M6_Sc8Gtru0pZj(!4G3fcBNcF!zG^WQh-sjvJoVpgQ99F_?; z)L6J)q`UWQB)nV&$JSS4l!L~^DdY~g3^-VfB%chPYN^%~TH-Gn!244<9aqo%UZnPl zm&=NIVao|ZkG{gia*9ik+~VKnTf+gETPq(@O<%K_{t8@NlahnLDdprAmPB_gjz(>6 z)vMaji4^A+vos1pX>fZ&vho8uICB<6y_wqIz4rP{U#QQ1 z4q#ykcl1oPsm^bG$g&}|6Yj0=7mo#N9luI?fDU6Qn#(gEM%h^qTf-h`FwUId7=;oD zwOC{@=ME0zzaK7JU4)T#duex3Y3Q3}_P2Joq0LP(n%jwTNPUdz#5)lPAMf}(n%{p{ z;}R9{RJQQ!aIV*%=gMjSbNeS$SX!cWI*c`KBJy0N?}z5^75|)YMt_YL5{1UuIzAhl z&~w6@>k@+Fb#!l$DxC~P?eUCH-FSy8s`^!pQ%y^j#9uuPGmw~Z@}k)EDdB{Zu>yFo zW_xEWsBypbq}Obx9gCB(G7>R$lA<4yzr?b!DBiCl#&=FtfvDK zbp5Hu3bQgcgIJXzEk~}5jdO)EkG&{W(ucPcE|%AoEo`SgYS*nU~hc#t04o;*&lXYsA2`aYHp9E*}HS44D=(c)`5PS`c-#hv$NXq0+P z8$0h$cvFwE6I?)U6L}t$=dd?<OfZMZ@NP?Pd zlMO}pMdu*#*fUR86pT#R_3pWp)=kl1ho**ff3C4~i{Dx5`q0S=##OVrw6>xsFAHQs z*}388hN9C&=TRDq%zi!xP@iGzdrloDP6}7I9tp+!z$Uh{%T`rgXFkgn{GF=)g&xR$ zgN@?*ZGg@)}N2&ogF5CzuR-u2g^N zJi?KOsAV=@Jkh4LYM(BWVq3LG2yM@W#EnG?Cd$%U+B8Ueb@ky8yifom_PI3~jkNdl zoGbYAD>5o*Z`0@H7?=JhE%Qnsib&gW{l|2fgq*Rbo_7QdAufVX^|7Zp%VFX)c$tll z+n2fhXywh`rI+cr9r@-zA8-1jvJI1h@a4YX=5LI?$WXh#@jO>XpqKd zo_az3v-PjsSEDJR&57W2rZj=-b4=B|x8EA8-t;@>alPEY4`kZstC^&=Y ze8dp>3lxx>?7R8huzXE`IRs@R`3hY2YWGI!4fVWq?O5OOo z53;EMSPwjqUu*^Of&A3D6+6RdzZbH&*oy*+x6ID|nf@mD4B1=`Ru*>9w|<-nd4LKv zE{}LSkNb86dm8yaYyCN}*VkJUDs^=2xh#<4AAIcyW{^15w}a0;XLYvICLVbmPzmz6 z#EcOndpQ~G_fX*f1DLGShu#2b8h9yXSV?24TQJH`ZcwXE@8>E)>K0sVh-J(gWy?P` z$BD9%3{hIsm>!9u!7k`B^4Av+oX{7N)N1{zR{`s6p)|$T&H!hTn_6?)3un5)%;?ge zJh=CX>pDNLyzo(&Z@Yvj$~i=d^GgiT^*m@kfoBIaj+C-<6u#3oKG13+%Tl`unba65 z|K5qk@Y=CvHV;F1N4-b$s4gexSWP_b6zPS&H`_k#EMYXt6dVBvi@)g{*Vodrb8<3M zOlFnW;gcmwzTS@!26Jk>PTW4m3D02A2K$Gd@>{=52TdPq6*#yQ4|A>Q3I#cIU-%1{ zu3X65NV(44YTgMj+pp>M(I~d8@vC!Ojq{gNs7^YkxJW_f7UdX`IXLj|me&aiG49+x z^iyyLH}2cn!D)#0mHo-)K&$*D67}T+|9iMevN1pfT`&$LMQW z2OPX(w9!13j`u%Z;d`9Nwn5j|hv62}E?}VDq{&Rd6hpdkqS@UlMOP`Ded+0{pd#9- zYSEmuO^uMflNPqiuwE}IfRS8%ECn+^;B&ru7_h%Z%e0?O);9M+N|q%GEG1F|$CO=3$MLGJ$CCZKw_#17HfTiu1^p}ZalE6qV`Xd2kcImX;d ziw+^E6al3TyQ&}`9$spv;^h4zvYPuJ&~mL22~Qm&w@fqamne@znGdO?uvJPAEb0CZK0062o}E5V3v!lz-Lup9s@~MX7b;0#IR4ytL&Vj zc{&QtOm>%`pwc*6LLlj9gcM%fgPNtqtUuIE&CRsDvZw#oa3@B5 z8=zilS4S3ywMe;h4K-hoH|0N#2Otb0wn_Op*jHDdi_iK<8X9}IZlDOoFtv{0XZxa) zB7~31u2}H_Sooy8_b@^F3Z_?p3DWy5^F|C+w3jsi$n<_srw(ZB2bbCB}he;c7 zZXgQ&!%+mt4V zXpCLW{m1E<^M*N14kwLRR&#q+rWK2mwAXnm<2T2Cjw~L8ai~6Yyg2C#b_N8Nv96nclphJQBTnA5^W2 zy7COv4A47|VZwnp3_uv))GVA93ii_JZlRObuY~y>F~~xt79)I$2Ig_UU7fYq#SEb) zmrIkXr(!_X4F_+FwMNy^0@@8$Tq)$7c^vAi?C`23@nxoLzfWYMk{6~z&D~jC($aLO zMk*|t7d9YMta=pR%v5Y``fsaBp;p6%hfWgnm{z+==RCI0rNgb#n+L5b2$>{}c{3`$ z`W1%!}8RA{tIYChIewFsf6easdgm^yG%kk@+ z&#~cynTRfy!U@C6EB%v0p~%|m+$+x#)2zC8Pa3DI7@^kb_H4kA^2V0ZlsXIJoN%UJ z|6QQ|&&8^=Xad0YUUyE`#VnrA)bO21LEAg%j*q5(`o(VXHNf;yQ##-T-O@pp${))1 zsmciA3GtWYe>oRb8gCi@nA- z2>pa#`>CqJg(j5sUS&Xo@J*^~v+c&&;jv-}?ef(d4#DeZ%d-|!gI425P1VGDE*Z1$ zn#Sx`a3OGU%jY3yOP$}p0)LpWxemVR4jL7O+(kSgk#A7IFS7+#tmY1FG@Zs8P|eIrtM zXz-ySXJvp_GR3?fEojCwdMIb|B(I^7b@FpM$}G*xxh-%~!?!%CLRCkF*3PP^w+Fxp-E3>L&l&!+| zeyMcOX>h_fr!;dI6Y!czGXLY!gDbY8RlzMMpU;-DhzY*VeG_6ZxVQNxV?@wXOSBkB z7E#9 z#rcO7`Jm?d8fN2C0vQgmVG+^T&S#K&F3%#gNNjp#`DZ1h{;9^krxd(>xYXP-k$4d9 z&+t|>!R(Ny*HD@(kMjc{#*yK|;G|M}VTCG-1w6Q5y4&xU(#Lg8B2dJwzySSS7cWnn z>U$x^uW9@i^;n~vaF|+21Owu|;(ARHY;x}jaPFa#uS&{vlsyv7aGp9$;+gI|`Jh8; zi-Qnpn*O7{g=@}4DXGZNSh(%T2(UyfQmF7s>6od0H z=(%*_^Absmi7DzwfQ+^)V{~ z6rUNANl(c*&*#z#y6A7o^NAZ)GuF5_5@3AKed-(eCTdkM*&Mw!%LX1^b|6hC1;-`d z_C-Znt1NuN+62_VL(&tr94HK2@};?N-v2T+CkX8O*uY`y02Vtp#B^}rUhNqdOo|=T z`F*URpo69t3(v`lKm8|D?LWa%<^S<+0PBGgaO(;oyxHtD1ypdzwmQK>gDVqIR<5&rK^&5?x~VkS=f`lSb=oN zmQ4I+n^p>s<5Ud>NnNXdD7RX~rax&V(7V1U4jg;|mG)n?3eu>5zvO>q_VU%JE3o3Z z!!9(;drEyi^n1O{zfp2Y5WLZH&~>mbT`lV0$Pd-1p}@)@fG9 zSw2wVNSEgbb(%h48q1#UbF!wR4G17Xx*h{1LZx};O||=bc^YubB2^UoNi+GNEqn`% z2^Txt%svXr)7HILNN@@j`~;lUAEUO~y1Nh&Fig<^Pq4WvaQI1+P7BpY17=2_k`R`F zI!C2bP+ZHO{BLYTgD|KJj~^D60NQ?nf>i7`M%<3<14amrKi{~rl3b=)=l&o5eyd1G z-~zQ(ximFYZg!=vGSWW3@pxtu^>bWY<_&&iew!OPvIsv4XC_c9r%AB-+OBrnavLdK zBi<}3f{pO-3L_e-8Lq6%NgajM&X+0BOP0^$&BhvPmD_i^=1|>J-xFMe^j~8KH4W5P4T3Uc%3jxP0gLgl-%V{ zVor2jao`QF+4=_(=G?5g7@8QJ9v70}#!Tye_Ws$^fFqEV!_l|ZSS;vI)*l|CZV0G2 zJ;acKwji(Bbu3FeQ+JDmBv8Rbp3``_dvVlS3g)0rSq|8ZGX1P4OGT5_rBo1=tz?<2 zuicsKy{DsR_(5xG)v&o&>J>I4;f8l%Hd)jU%c;7t3bgm?5LqKJhN>CgH5#xDCtC=^ zRPPE-^p_VPNNVDgsvXp#!^Wyee57iI6Y=q)^u-^kI{6)ys;{w}cMrLL z>Oyk^#bRR25WmG5L8y>(nGK0#vx2#WBX!+x5o0M1PkX;{f>IvyruDs#IO&Y^^eE8w z?1)=sj{Zv6U^GqDHX?tK9U7cJ$M3)e#u1rtZASn?_yKqLfyzIwXiNZx%H+9oP(!`4 z=C6oDt0*tKo{^sa05^xwUpDSiYb5g82tP7(P3yIeV2DWb(*FPy#2XYnZ%3UHPwEpj z9lkCyw12<7E{~8hhc}!WH2F;*=M{MK!^}aA5cEa%Sc-T(;e=%P_mz?>{2l4FaN5T_ zcw3&zQN3ia()eID2nV%Ewa7eoRy@9s5mUAKo=HUcCq=yA!#J#U&uZ>TuZ%Nixkxlg7*f7!xZ#+1!7Fx-tc!W4Fjt(@4GQu0)nS0;j`ep zVBs^?-?L!%)Oghuc^V1o$)P67BI@OWZJj( z_J+6st9!MV4Nr=pqPi-}p!aeJGhj}=SL*rGn>4S8V?mE?Tn^ML)H|<>>AD{aR7PPM zGu7{DVaB45H+$-#=eS^)zS)EAK!vr<_T>8bSGQnaLzokmQ?xZ&!>xD1^;nSfWb@Ks^5u%mLP zQ6^vs)!SJyG*mI5)$1H+@FW3$LywZ#0XA2v074D5-p*2f4nLCQHId4{U%D*fLMx$OH(YDpJtz)F4Iiop^4}?eE99B*aDgzu$4Bec7eX5Pjj^H ze!OQ+L`@ChAgtlroKNSQ1%@x__PrOWt<8ZtdRzq@el6A)}z4C{N0;lV8lI)fO@ z-ju1wCliQNRmD5-i@+;^;k-sjSNh>x#Gcfzv=p%HBU+r!g&=D-vrSp5UQAeaQ2$o; zKY;E@;YSeZbR3IR;)Nj&s~Z*Ew+w#rBWDUcfYfb*r>6MHRX;EaRrdYng9$&H&4M<4 z+K*%w6F!CT#y^<<3Pl5uXDBI2fSUC{f)rSKO3bV$EO+&bZ@XYtvy#xrvy?9VLwn2h zrDoq;7a`9)=F*?mJF9rx=eEL?Z?C!iy4>7U#_I3h9uFcfNw`HDf}}_==|Bz~Uyna1 za=@VKEv?~WGB&lxRF_Rmg!|O%sC8;_N#YE7&NX9{^#Lk1`04eiqT7lANMR+~!KAii zG8A)VgN4=Fx}#hma?=MfBwvm6??9?r^Vw*`iC2R3xNmh;zA~EpPACQ@_8Ori{=%XZ z$GS_->}$HRwj)%U%+$j^(+gfNO!?I*8*A^7uv27q0+~kGrTKu)XC-B2BLdq6R$DiC zz|z`}KdT`sYI{o_`~$Cn&6uoCG~fbrcI}=7k48c=z^Qs2l%M5#*i8fFXY!kcVV`Q`}tBKUP2E)O>F|z~-*Y z5x<2p9j5U${n*G%fxFy!5{FL;XlITCHIkscud;+IGM$I(h1+_WA7*U-gp4S?(`KEZ zxHa{TjeNXNK?Pw+54Cemu7A03%{A%tuTIp@gr#;?sNdgNVm5&1Wa2=hZ!JU$TFV!_89dZ;r}bY}e16KJ{cBpb4?luD0lw+*O3@}<-O z>N$XHGj$mecQLS$u(G0@mjd+`4_J`wKFMg981&GC`AgUqP^adkefst^-m)Q}@;^G4 zdr0SSE0yxMy-TUPi6i`E5F!%qZiORYC1U0QbS5>k$A-G_ir^;6bm%RMuImB5Fp3Ji z5qx~H%1_8k?3U+JMvAFT3svn+9pg$TOHq_9%^em}5=sqeaS+(e#jIu~^+$aJy$_JE zI{Z;cHAnd8IUesZPPNaNLajdPlG;*Tv_WXE>Sl0lTdS=ZtX40(vV(DvDVncXt+-b* zG{;>0@cN@4S&<$Mn`Y-0&gY+g!^2NcFYHlR8ao~16~6DRWA$?i*VfviLN}9VWtpH; zxZ0gNW@MMa zjUphM<91=Y7|BUj%{x^)v0OQD$epkPQVj&-$Ef?=9PQSs^x;Vk#NRBfvj~l~;XB>AMG;A>ini93vKo1MZ-euItd zg-6>f(Vtb z!s3NYx(0!<<`|G|QKq0Pya~0DGL_te(gCE)wf(iy6oNM!yLbiCYRAe7&O+6>S(-)4 z2Lb;VWnUQ-XSbybfk1F~_do}CX)M9rU4pwi!Gk*lf)m`jahKqY1r0Rr7TjIF+ox*I z%$d30%)Rr2YWfALfZBVly`S~S&yxERwBkeDU^&T7KZ|*-%?wj#tdIV?Ww)t)7B0wV z^imUI556}duxsAvzxSg(2zFR}KYkIK%Wsldj&rL^sgxbSU24qWinq$&s8 zc9WNeVHy4E__9>&fS*)XzXX@mdp#}s&2I(3fcqDFV+EUP5B|_kjM!mLYaBwR>b629 z%@qYrFBK17t>`*rb;fZCaX| zcwa(rATj-{x4vgqExp1Nt>A(I)sfb? zApbb6FW z*+07>ZGn&vwDuM4pqGy{$Ty(dsrq!VGufJfJO`z~#F=ri77(Dpd3fhF|KV+8(J1Ur zvYiNRtlnNb-bOYH%U8<@(%)+W=$`O;rb%2{#ajv-FTx7ZjJHaLy*P|Qo7Yx_S z6msZ>rGM~CcTRCg?6CP}8*E`ejZ!T=fFwbP1r!&2ZOUo3Wc@{UbmdD9EoF>r%#hX| zc5ol(*0lAAHhaLtFNoIM7jDO@4gyP*+kVIUfVU`u+4*|>T#(>bsLM%gvD=Nh<1wZ)%Z6WrL_j@^Z0JGodx?=Xo$i+k z)o6ggfo`+Q`T@)z0dbl;=}%FT#Lxq8=iHK&>l7>%___8l*@zxV_O78#SzdqyEuk|n ztr2aQQF53}$G)X&9Iwra{_?s(qXz8=89KJjt!-j% z(XKD40K*ec9b&eCHbqxFBSa&D__oFg`V;35Og!D3BIn2{_>gcTmM;c2RXFd^m;EJb z**ILbWBCOe_>MQHLO6>hW+)RfQG6=BB)lDy@+o=&8=0wqcd;dujk=TXtx@%yH;-!# z@nar_1b>*b`9o&~PGqG=`Rzxo4{nSiJ5Fi|v(q>btq^d4f^!P^ zeqNQU!r4K`r_#``)vbcBdxi)StIATvdl0_9=}rL{MDz^;!i~94Y(%4ndf(@$M+(*MVDKt@vZKI?Rud`Jm_3vjcSCcJDu#AVDTu{BDsu^xe~dzYdLy z{^0A3z69rnP-4dH1hb9OGN&`oxVV8M!}^%R4pzruko*k=zQk4{%5p>!9ajdM`{l)N zF-gH1;id~#$YoY;?>BDOT?qV873F>PzC=q}S=tYAvqWSUy5t<|^{kH84z3TL>3&k+ z>Wp@$yy1(@WL+05;~=4QGN0e#1CgxcpG82Ap5tbMK8sfBqr10XY7*L>2W8cDH&S+s z1+90i(S1;r^)ks#HI@NB2H8N%?e^KR~*XyNNH&LNfnw zk&nMy5Qb0{Z3)guHKI@wu=XJwy~3S`EwkXlG1TzW zBneB&Buf|a{*;d6*6_e>GGr{rvf*HY(ZXP6>VK5;;Qg_J0g zEz28iw<87R8k9@8(|3Zo9jP37MX(=4(S)*u_C92hd}46cdl36O7Ycw92)1)OBJCQ# z9!O6cAvqS-LVXYZ^>>_+e-yi<9M!klLrc9t2mlrp;!OYTWd)j@nGgp()%}!0 zAf8YW^D(Q>bfpg+WNOM{RQ-|o9f9~7bVRJJu>B#Dt&xPnE#GY*zY~?D*y9}SIf3hto%!>3 z*PJiaB`TYf_s{_XPkd$(B80-+vWJ*ylXd{Nex`Y?h(*dfD*0}Qr<1~RYrfGNtY~8Ba^Za!hdxa&3cqs{R^#-j-Xxce{=Q zNMg)4lxfp5R%uD(gJr>u!bH*$%s-`iFql6-Xz&8DR3bQ?9kGdU&-3|KtSh#&{;)Tp z1&FSe=j8+ti$8|$=a>1FxZ0B6s!I=}_2?GR3H$G; z+h7JX3Y>sW%1|gDwl1xcsFi=WtVM}yQWQOdlynv3_V7!_rVUUir*2H>T_`+;*wb|tWMD6eGlQ6V(_Yz*0ymPR!kkOOlHqifq zi+B0SQrGFT(-mwX9z2RANYX1HmgaqA>F6|(4)uc8BQewV6Kh$K6VlCY^RngJJM#V> z^a|BoBb39BJC`W;`&CjXA_zh%Fy%$l94PN6W=Bl z*nf{W9_m z4$C1dasN?uBUQrNJU5e4nuQF#T+?)$dcWJL2{ctK0I(D~#@M*5mn#v)Dg>nv$+uJe<+nY4g zum6;5Q(tkUo2guGAELJ`SQ#C__2WE9?2nmkm?^|rE9u+Q)#S?AZnlN6Z8_pDEy)Ct z8H~ZEV<=XZheVX!`eV8wZS9|PSgdcVP&|1vP3S}R-jsQ-is{E7iP^N9+@ef&VU&F? zz5xuYr2ks?3_J}u%Dq&a&vTcf4GY`p%)u27uP)q2v2H+M;1a(BZNs~rkV4Gj6=Y3P zkcnTE6!ib_SWEGYRnR2!N0qL~qvxPo5-J1_OR2K&Wc_g9Y z600nDi9ZTs4)H`iVfvlo;eXyM|Mm6hwQBX}Lg@b6iKzgVLG{`C<}Hu;nOr zvg7cQ4{c#ON3-&AtKjf$1zSGnz+q2?!>gyr4`9)Il2LN3zA}Zxf^Y-{hL%)Hg>4ex zL*=yonDy4Ta59eeH`}upO7)#KY}j7~w8yBNU_{EAaqQTEXi)`j__g{~q6Q(BhyygK zw5L&Tc4#RDOV@EYt8UG@7|V;22g$eMu#?+6_3%B}Q6^rtShp5ZLm&d}vE}KztV-*UuO-E`Px-wwL6@zk(#utZM>YZz?(^ zK6uS@DL%lXa?;&Y5~cnH=VVNuobq8``iVOvw11w$Mag{(9FL>zk%`0Z4GP`HJjioT z9j>_EWBF|&lcbicXYptZhwn{=B69J=AN)D`%@;O2|8yO0at+isrT2tUo> z`wjsGkr^8|GQcI^gMf7_SMncunuPQ?#}Y3rKVxxyaa#k1j}1ig^<&n^vMbczdTO=er38IF+F7&PHCOfS}tpmj~QOxRJ@ zhAODO%HkU#Q?In8SsEg}=^Vim@<1D=ExC*G(4P zVtIKBVA~8+E)3@8=|JJxYyFDt7<>BFIt{rTEF`c00bWfJ>)T&&r&;Mm8HC||FI&Y} zU^vw&O~y1*gxt8Xd}BXo@`0W{l2kM-q(?{iTM)|i^Wn`(HtRCUijSdRR>m`(e|(GL z2+#VuLm)y-z)Y$=o6yN{1+4_RUDyxe(iPb{gAuw=HT(wiDbxT&-<^4)K&A_dmv7Fy z21_Ar;%|%lLIr_HL8J^_DM!b`aNM6HG0G6lpJOV{Z`V~{*E@fvNj8mUGRPcqNlyXm zVk|+Ef5D+By2y`_Tur>W9jTV{K6S)>tstrGz@8XQ4r$9qMxbM&O0XyD7iDcsI4{d@ z+D;`-mPPNvqKmtJKB~Sj3hjI~zpR&PL7vsgK3Jlx2)aF>MDvW9zKs+_Uvxmn+(rQ7 z#;Q-z{?^Y+E*Gk0?q0K&0m$2ENSxkOji+35xT`*D-)Y4j8NC)eapw^GIpN4%02zl zj3nPzBjZW6di5Hj{_Lhnjv7G*Bu}AMfec<6beiJISDnfB5z0-;sPb4Gi&!3$KaJrA zBkfxZ@8?_(J=}uV(N?71`_~upa^@MDhGg}{Sm7-7X~`uht-_G2933r7OJ}xt@;EWS z;M315`>kMRXOB;#!o6~faEN@z31XA_4^>-`0@n37`taA|cW+*Kub&_lR^n72Qr{jd zc)r;0h>>Nq<`$4)x{V!xL}HP0A0s)kzdS4%+u;I-chtm1nVWZk)x;GA?CsCd2Hr+#e(89YhH)=e!pD0y2I ze^%#n13qHy>)%ZLnP)V(?-g7{*5$lf`iOt3|6f5 zxX*htwe7r;L&K~T{>#%KHZA*-_k`@lQI-D% zcchsW&>8zKNsVj0o1RRw}-gP+`(47xbBW z&Yg|8yQ;WYOf=JWZW^GB{`eg3r^``JF6q&a1W!HlBF(%8x%7Moj*i6YZ+PUG5$cvF zkFxfhV0mV&Jtk{EK7>(*l{oa$p}iTv>GZyaK?Y@>bd1S}ejb)P;Uiw=ub|YB6u$&9 z{gw(eNl4bzh*j-*3lUM2$-MPj_j^tl+`M(GAl;Bg$k&pfLB=Ua=H}*e&L1AKZkm0hs{^9cBzZnH{+vInE__N+l%Jo;$GxGd^-(@G>Ij2Ki%mj* z>QzU1b0@**MHb=z;_nI5J=)l3P#n{~+%H%0ag~*W&=h=WFBqbMl`l3atBr4LGNnXIw|9jSSQzDo3>gVgH%@Qk!RA0_h$w6z#c&LjK;d{mmneO-|4 z6xf`fx~qz8e~?RW|NdXg3j$2DF2REb%BK5xbus@tYf9pBe?DshT5ZwkJ zc)rklHU}9j+?S4&p`L$Ivrr9i?|osJ4=c;CBdT%T0k<>T3?sYJ$L(BKwh!h6(&pXj z$^%N@eLMGpe}(CN#&3CeTRNQ&!mHVx8N%4iOc?o?61r4&4ZmXd-&W-}0;-5CQ$8*u zhb0Wrzk1I2h{O`76ETgojl^eMB}2sYC+7xi-OKTN7^P2!x|oG~Ifu4v=Fhv9MUh_$p(7(j9aGL!7&Jz@-x4EqX z#L3^UHc9&+Vm75;5Eoyr#E+rwz$XSB>HBH^1!rE@fgG0m2k6H6iJ+u>w{mKmO<$tC zsyzolvEby5Yv0`L8L7a@`Lf|S;4PxV5(DN&HvTffCA0y(En!;pq!lOcE53@u6nmU4 zC~Q^G_N{>|w>ey6HLyXo(a5N37=L=#=-rQP3kO&|+iI7i4lEbDxN-jhj8v5ZJ~G14 z#!BqJq29pXz5HWG)07kj3mz@|($4L=l74NK_>P~VG6C3LKTxa5007He*IcEkz5cgVmbXsKBM05(CAoVjmKlebJ|uq;{MZQoNjik0g53ZZbG>)38wiEp)VrX;>#aJ)Fr?v0-{jEil! z`zzkvlMf#C_}4(fef6ANq;3Z;xeUEQNEIQxc>=an3rP?~XDKs_BnPdIiE+NWI=sf+5qh~|p19AYeV&V0=u2p7lb1%$y`OMzVm@Pl@pXYF?tLrcdw zZ!Bm#6>*iJjWo~OB5%n7uU@3K#m)w_w9UDTxT^%a+4jxW>7vGOR-ZO%f#L_sT)RpL z@yCPb4pAA9vXla}m^-Do(6-z4>< z47KczEAd1eWRC2lxJe0De+pf@0z8~?4?k}Uu+HaP+~;Uj`O>ERd24n_MAdE#LN?jg zVtZbuVu4DlpG%|1iR~7D^?a@z3O%K3ovkUwrslxIPEPzFjpq8GMgR^uar;#&o$kBe zH})Z13y2I9W5HFq@g-R(wuY9?CdC?PFQJUd`W&RlmZN`KD$Z_>=Fjgjf3``PC4|W1 zw%8TXXZq|z+f1U@L_(o!w`leS6xYcQc46iE2a2DaBp`fAKD-;<_>gtVwM6m8KUH5B zhlCpwCXV$oc2d`}r3hxs{$6_^1sCua+`o}|k*K0jRO)M4-lfu~CIF;oi?!QUFXM7j zXBtG5@t68^gGi`KbfQLhTn(zk(no(<`R#Wf=^6jFd`a2M-CMEKF#blV@m%RX3=ZY@ zJW%V$?L{qonIpHVb7s4_of~Wdf3vrf4xE|b5UUPCZ8|OV=Ha=-sisEGSic;%(V`F? zKQTA|kY_QmoZF!_tt^Z{81ufA`rmfy8)U~8S(MEX;yaLk*OF6n%V5y-E*U+w2ROPL z+UNSLTQ)+fKoUR8Rojc)rJzIER|JY8(IxntBvB2l)@COk!QA*%afSKSyk@?{5frp= zTtJdFz5Lc7H?!JWJ;CZe9wo-Hj<*AeYR#++;pT;fsdj3daBce)SCC#8O~(52bdsKY z$GmO-x@zliZ-jLk{q#&?Pow#{p`|_2P=Wg5N zDsuP!phYvwPF6+giP{5RD*ky=$ArKnAZw531>*U&np7G&ujl%?s`!EdG`w!pEFhat zqaxr%p8Ti-bpEjBz|H(HEhG5K=KI3J@ zu^;*Y{&X231W-w>*o5#P!&g|AWkPmE^gA8Y#ibW4 z;&FqBouwrO+KZej@6B+I5AI8JIhiPetINNiUjW%nExb1@f4ppM2{!3#ayD|#xnC)7 z%Dpm0V!b|)1dp7Ys2!t`2A=IuV0GEq@tILb&b$}L*_01ixMR8m<4&dDa5jG-u&BptnLb1W}7!n<2%~fiXF{$5b+6Su|`%t=d0O7r>4(o zMqc%>uEO%Rwn=-1T0HPu69Sn=mclHV87+ZBh2>#DWXJY za#XR1JxMO-`>LDx0&W5(!9f`7d{(2q?c|isjlVhn#u7C3(9w zsr;Ny^VrF+}b@U*p&D7KCHd zpzQLyGf!{QSyfDE@#%wC>OqRbF3z_UKZ>>z)WAD#@{*FMlLD(2$4h|K?pJdszN<;# zp^?-a+pKIi|2G$5JQ%uD+zjvNZ~>bjk+)4&>{ZyiA9s0?jQ&uA1RQx6D?&kg*748H zaTZP+7bk;8(dv7@m40v0&|5J|ir%^p9cVIIiK7ADlo4N3UuZXe*Qn^}`8F0uemm|q zw8iI7*kr)$V1ahGCCNF-m~^OaZ1hRdAGIdEbKeCmG@w1}kB9_z`kcVS!#=PoXC^ph zH+L%Vh@SsQzsYtHJ9lnKg5=6tX#isf(+B3n$q4#0iAY*94#o2?h^r;va6{hLSYLkm zF4LT>^#yA7OXbUzmMZ(=K+>*-<;udrLQp&z%ymtKnO6jt@PV z$7iTjZ1ktfg$^alZ1+)HP1)y==Z>SX%_eiBX*RcaL+bvnCag#El267z+t3>2xUt1Z zEBXEElp&t@Y6h8qchCICeUmC^T8eksF8!M1$J+^(wA&x)3-QWUP6UBX6QbbCbvt&% zkHc{RGaTGQH{exa6(8}e&CZea>dm{L$D4e9zNjh#H!^#)D*L%k>-D`i49Z8>;A9y) zmYL>0r)`FKtLP%vw9jFh9~PFCZzoiY#UPD`X(w%F4MPLblhD-DcWnx)y-eAptqx)H zF_&jC-2|rRgP<&{@3bQovK;bxbd}g=F+l_y=im<8CBs;@(rv`BWD1}BXEqbEpeeRbFSsviFg4P5$oe%N)!m>Ak18_k z4Dj#oss82rbP%Ne^AGAcpFeFI&9-cf4Kx4%wal(@j*s)++Ea*I_rdC#y3g*$xX3>zR*+oAU;yNRH$Zrk3_%>4FzQZ75kD^Q<)Zh??$| zWE#i=LY@!A%TWnJujXvWsLD6)9&HzxHMF}^#N?BvL-e0VDH4nkm=)B+k(NCKRQ)dK zH0a3KY^OAXMdq@0QfBf_B2Uf8mT_|%sF?XHW%?QzOEsr890b@0+rwY z?6|y%9_T0kGoCT;A?Lj|%^e-?t?}uw z;3o$Qr4D{JRKU75q(QJW%w0dBgt-X}g3*dYVGWG%d~CO|C-@_liK`ZsCy&D1${+UX zw;=5faqDPr{AWN;cSnlC5PDF+?zzleVu=U8*SUcdnnCahokg2)>??0JMaK65V|~u0 zaDBx~6oeeDi6<1@ii(32J%TvgKG_h&oXubefRFYf+x8soy?XzFk>_}ao$9LMXj^<# zaHucBvv0K$WGwebeCrDG_Dp>RnQ-C8SwYp7qs)odc`DPgb04qskD8xO~Fc9Yk%CN&vq%TeAjvZXS z>7J8w^6XoY9=~93V0e`uv&Q;eX+}e#A)s_u+zb;n7|_R^nrhTCh}Q4A)%>+|orZ57 z&p<;v8rS=?6uwr<|8UZkm6qXYR7K`=Cr_uOPB1h>acz7wFMqKwktC6zz@ml*)|55f zqz^BADEBUFyDpOLdeW*M!LyjANMXJq$hxz1+I5O&k=K`>O11@ws~d!@%%s54=fKa- zM}9H9Z*68~3olS4^&+#%R9U^nhoADf8%htPn)1Xt&Q(V4fXu~lFerU#@b(72%zo$R zYD|@N`!$rRCPz0;Cr3xhUr}}pzsao2+j8E z6-pS~C2pID;~%U&3`f?5tUVZ%lV0sMcIxvgS;@&@@QX}&yo{nwPnghY1Pyo-p0F~A zv`7r!%hbKA;O>l6RQ1jYY?ik&UK_2-mE*6eZ5hduFYS&F}k(7n_QGyu@Nd{s_FW%eP%k!R8KM6 zpqhIPWUN>toDjcWN3PEK5d$Wk7kS;tzNC2BqWhVT!*f}TC)x^8lqdA^Z-Cugqcji4ON;# zRfx4M`a8@!>QR(QYS-sOXoX#W|Lso|Ez=dsu8T))lNf7O+LfxL8s|=|FY0z9@phBn zMeM!qezMKdC&6he<@oD}Y2V1@ZELlsfBbH1z;scWHr31p+ZO*0di)do_~$Fa$=SVf zC#)+-WUD;gzlWWRkNT;uNgDrx>kj=%Qy46|`5lr+8jq80P)7q1*PDxa4EA}p`$~G6 z>RZ+L=v9CobBLIyH-hLFbKl&Bu!&jjAYxjZoR-TuvVo()8qp%!9@Rk2)Fmqmm*Rq~ zZYRJX(;|m}PJoy*AN?;40A81yFqH!zV0nhav0>7qYaf2Z`&7r0VMMidD+cPjdStlOnTDnv1gdx>{I3I zM_7yrxOj6D3SO5;b1J5L9ZC~(KZU4RCXQWUO5>j^ySZm2gnRPh(l~B5S*-3GwU;jm zx&OYdBAO4fU~V7|;pjedJiGr5UexcGl6w1bq?>XDHY-=nL#XtLHf#^30*Mh07-y8)^@VBhc6P z;cv)GrxQzT5vvsz{5`6YMkh z=x;?XVzi7R5rx%!s;d=i>-y21D27xfigh!je`T+;-8FFFUmz%CNUP(Rnx_$wOPM|QPqgktU29qNsVX1RJ%=s&P zZA_j+@!3s88v^76-3;2_dm#9VD(^`o$xUkLv-=h+4?|~v=rrioJ=OPMV^RC-G#ZFdqJO_noA3@j>3rm0^lVJx>a!wRyUkFJtz9tj)jcP60IMGp9P| zmPL&n^##hZ6Vk`7Mn>gwza64FKAs5z;r1VOzJHp;(GB0m6E zKKkRXT0Wm3zNn5dHoIf2<43D*fi=dm>oCGOQn3}lxp5<08b&ZLt~SgCYbILQ+OtJuSrm9M@;0EMk54(ucPE}aja`AP1R%-vbWK;a+ zoizNoZx_Ma%f*s>54KmsA*#55R3WCfH?45R3CZ^)LMrC1F97{_r2NtQd6N2oGB$9+ zYZ^p5)=UxxfWiNr(Efk%40%cn4R_c_5*Q=00onFG!UIn8+>C<=mTI2+wtn0TvaX16ITp1E%e))zv^mn`l1ixaG=Mt?RWD$UV@cQ!> z2l`G0@co}g`6@(qBN6?r2~rV5w+Hx|ab!Bs`D}?idR2e0) z;sfi)^XC_lDvSydnRDX8k)~oLE_bdk>5nt~^o^|D37z~VySnm+^E~mHE9-q%huPTX zcAtT*2l{+Odee&wU#5|?spLbEuGFe$&ABS>5W24_TUu!Q)!SQ~%-Ry^Uedu{cTww- z@o`l4IUiXZ*N|j3v-0-nSa*8mFvwBm15l94Y5|N*B$B9=?04~4-T5OP?~S6thEiRGVyvMxQ7)C8PuL_3PBQbX5W2QOWj}mUKlmh%OoK;?@&ck>7o40TmA9aSc3jcxH z4E$Yb`u}}K0N%`IKf%J$GibE>WDD;}nU-oieg3hJ@$~LVdrK_oWkyDdLW%Jj(W}`l z>Lxau>ch}maI)-oL?`barsX%)3%cFk&CHTo(&I@edPEY(cnd6&4eg137oqSq-bO(R8C&nUAhl4O&+g8UFnnkDm$W!^l8}s zahHJaQwArW4B#{&T7G`Bnow;PAwcc`YDHm-dFT*Rm&OIfkG6=_?a3vDx8hD1c?2H)!u=T3mK zv~97U?EN8`KBzl2-Mm%h#sQU&NWr1l;j4!#VkMTyHo6snj+Dcsw%Jd1gX&+9hM?)a zFfCcihdsLZ*3HQKIj~l!;WCVpK0>)z<>zNM#fh-bP!}`D?wcBbsj@{MEf#ia`LQ<~ zmTLppj(I}f`ea6hx$dindM;>rlCOXNSSeh`@!xwa{m=dPpNkxUenV$|9qmJ5^Z6Gu z;#(?KX)*Nq;aY)&Eq(Vd(_jToCr@j4_;Abg^ck{N$ZN^Hr zwn-m9SM~~zMD4F_r1sE>z1Zy|6|;9LFdPI-HD*rung4i>$5=vn169h-GR`kQl*5-= znpbKuGfeAkrFWli767T0200(aJKJpuzbhL`>0X_zG5(Qt>>2NcW`IY`P~rnw!Af&K zJ5oH)%f#r)U&gnRi~KcIV{-Kftz>S(ms+j%aDgOC*Fg%@q~Y)rLs+P`cCfDQH6E#s zwAh_lL49McwB@Q^JC`ayZorF~V?OmXmG+NTc_5W^#ROyth+AN=mJ)?!mVIbBk&QO; zN@_0{gXo18XrS|jVtE?t3#Q8TbA^X`AzHdB*F0*`C2z!u=w3E}g0*C-wNX!w94q?} zKuVPI&WVvm=R_igg90{5zhTZ%H^hOv?m@`lZ@SoZrIb9PZ2qO-Z zxI_t=L)(PP0W@-luobEL-+})B1poiX*DkS5wr*c%U%tFZ&Xbigk(z42FF^IZJsne= z<1AiNS__tbX4PPVaK63`A190|#(5=jt~Vis_ewB!r0?GEMTeMFypd`Ui1l;rJE1|# z2MZpH8|uH{k~Kx-m>wNKWT#;-Z$AqQdGo|S{2JHZqbpe`V-?~~hr1O3ov29Lqbcw+ zSyXrIB9sBeD5Y#|y-H7Cr(>|PR54|=DD3v5vrqie2Gm4x-?b7x|kWLk&`p{ctn_pOW-7!d-CB-&Kh;3 zK#utVO)!<-yhN&oU1D8QFgRN(X42Hw;#-`5*a$c_L)Z2MH|IoceyPFZDQfL%!V^w# zso2X2U}fmbo|mn1S*3p{7gNqK#~McuKyzCh()gYA>*rPaMzk5Hu)t86abYvhH$0;; zL9xSGX|YVuIw3djZ9XFX!(c2T!r6Ayr?hRi^nKN$9pqW``R`wp=1;B_^mY@(NpwQ; z6#R7xj1CnDQ=D`&qKSngSAj=6>oJt{r0Y?6@90;ZVT*nvtBuVOv2k|0rp9{KnZCUh z#s+Xxg2fQm!w#B1{>R1i|N44|SOlSl(LIDP%0jxh$u;ee3h{&?b%0+7wJqL!Nu{77 zz26`YW|`Qb)snt-GJ%V@&=v0X*t9JA;{jsffaN0gxYr(P;gRz0@>BdU)qo%B_8Dun zWx9R1I3gf@f37OU1S7tvYy5?eKf#9>Au2)_e(FZ#m6s=`+LNU2YGNbKb7Ke9E7wD0 z%vUv~1;^Kyt_Yp#kKGDksT|!ES*Dc$!W3nboNWQ?p-rznV=5w-RNMBF$e&4*a&XiR z9<_(5W=tS*iM4Ee*@RUbp3{1O%=y#2ykV(-dQCB>zU&6B*Y?#`!EbPQZZ@Hz@Rzg6 zhZF7T8BNS$uH@dzcF>w~Hh0Y$AmrmIr3_DtBk*RMQe=htMlJt*&?#z71KV@iCYXg; zr0rlB)Q!1>vhTa2sx6x1eN&xaaYZ1R5Qkx{WMq_J6xWe0;8^V%-+Z;HyuRtIcA#zQ zZNu1*+wB({ynp{43NqvK(u-qCCcg#=O)nyWS~f?% zEsHR{SZ%GV=`F?g^T)HA8{*+8mP5oHuGAI++Lep~A?NfiHD^oWvdb$jezW>MTt1a& zYN_aq0d)iv1UiZPdd&V6T;PiQ3xz?#N45~Qt1CE7Hlezjl#-+|?qRPEyC!$+0`x5nnJIbxn3u-OW?%Wnci$^_T+R za^{ZK;ykryCF#zXBW6LTgKW_UdU{jq=hr4&16_Ob-R`KnqjI06hpFaS#|&UpwK~|2 zn-@~%2@rI31rXWSo25;ybRj3B8;-nH{^Bwfk8uv+9$d20I*!4=j z234`Uv^qH(;M;p}!qG1Ag-oI5)j2TOBgLQ?aEultPnxf24+~bswll=)KE7n;{rZ)G zD=oBL4vv|CE;}W9^=w4N3p${=bIUa=#1;fG4<(hT$qkbn+GpJ7e}IV*4Aa;6wNr3* zYpMLv+g`X0wB4lZmZ)***(&S#e3)wV=PxKTDa#5}ti<1G5D(c+2xFXn;gxdoY3Tp$ zV{e=XG1jD*ZWaQ6h8F*KbI^axLjS)%{PTO+-^zF#RIb1+|8&atz+8{_#SAGlv~SPx znkvE{z9PnI2OPnI!~cja2$4$c;tRl8m?pm@2bdM!bVhbqW>6FU zuH;v9kKAL^I@MK#d36ysF<23_9`eEdB5#4K^|XS#sBmK}`FYFg3W?V4mnf!}Yy5H9 zn=-Oo{F!R5fUSCCdUkkj(tFJ3W_$c-kL(V5;*#EB)x;o&H%&gI9fzaM@~{h?ByYCD zJ(besI5OEfp1E$nY)&SqEftR$SN77FG{Lq+-oCuzYhT+n#PObxlONM zyGOXid5H{R(KZOQa%Q$JFduXEc0Q2{J<^=2n5TOw0TV5t=8R_t0{($!u{0D)YwDN({Qe6re;cZzWyBasl&qaij!$H(!v`HuBBSXj;11ezg7}GBIrz4bmuj|R36=KWmZl9RH$wnSaUObYg7=ZXkHrJZf zTiQ5L8y#n87MMF)&W~h@f{mVx>={0OP zt|j=!xswxzh_YTTOlY;%r5PT2m@X6$^xt1z>Gs5MVRqBu&g9mYB}}ZE8gjM~P1>xl z8JmUn?p;l{kEFtfGE59jPl#}#hWl!HGN(+mNmC8LotUiJ`{Dl7dm2J zn9Av`pze^F6kgYNLNb+c@vk`YQTkHWrr#21=#G0A$`912hy@uvc0NW}417l^e_yMC zIMqX~H0LBZ@-t>CH#Ew8M>*k0P4w_RLwZjAnwEg(of|Xf1|ccEl5ioMHzERW*$323 zT}8+oz9^n8_@n>{F){gO|QOdsve z>%OF209Q|Z0dKm5V?qkwQ7^0sj74%}v>Ec{roryAJoAf}<--?-1jGDpQ$)!`FuewER6Rz(EGd}as7(w`WsO)a^g!_fg;jF zcrq+)a5OWyaVLO@8UEA+Ye=R82V%;%z5o|-P)uri<`+rhx9R!h&l*&l=nl{)q_yxA*nAscv z;18P-fdF5fIFb!_XL8N^&Q5G1Mi5i#T`rcJ&4&-I=7xt*4>EJXM&QJvq_ET0){5FE z*7$KT!lF^kqK{!-BQIAJL!;%aD8kAW&Vs`1^Mg^Fh$KC1IhO7Lew^xroFZYqv zo`0DhN=Q&%l3mP=3uU?Cn0%C+u5eHw-WNW0j1*y!Z0Dydm-hbWk@3(IsQecu5WjPv zDAN3VHH5UG@$2ESTW`5)85*RNMfo4MVI*H(*|x;iMBEVXeIm!Y-FTMpFnVs$Y`EX$ zw|#j<-BR`PN{>nV>7PHsfBZrI-_m$jYVCq|c;CDZd|qCS6=vs)NEDBY;R*kXkR%>{ zTtas@Zv%VD&-o6>ug<4O$N&9V_^)p5^)mk&6=Y>>XAcG$SpG#?8(O?ZW#QzZV5azs z1fH#M`T;AUe7idcWM z2CLW@7=eJIAV+f}kObJk1t@1=Zx7Ofb_@N}p#Tb-+uJFEz#`U`Hr7@kD`-ogl$AXQ zY-9b+z#c?lV(`rl1Qa*_24w-o|FA?sM%Kn4pe)GB6naY*W*%-f0fE=3{}{S+>QUO0 zwf3yb&dy3^g0Wng-+n>|r?8)rWGPGuX!r}84@E*;Sa$G6HJLwiW*bZx;mBKznnfxr zziI4bZ#iYtpZUBfLb3G2emV$W;=_24a*N;M9<;$1MT#Qg8xYfW?iF4ECmWoO(;gg0 zns=7mMqNg1TF5iSVx*HBZuoZiq4^7Cx>pAIsu7x;FVHy0gYyD;6))1&vFW_4cEP7z ztqd=4;yoHn%DQIfc-}Psl1@ej5qajbbfzLViY|(Xa7i>(mIW@O*&~)wRFqIVj(&S;@MaTq zrWg16hn&2eoLsoFU?0my)Q%Swwq*FKcAOlZ%!n6^!TDAPlg7`{ZTfvA9$jSJCK}(X z=nv*gRTMK;h!4?h(OFf@m?tgQxY(d`Q+-VUJN|f{;}*>o8;L}&5wpSd_WQz&HNt2r zM4ap@rH+0RnkCAEQ~eqJFrpB4*wWT$i# z@`H#Zg)x3$u!QU=4;881-&X7!!uRFRGbBST-6O(%mzeTHu?e%qjYtw?NLrFvM;*NB zw;>uA%n$fNlPjtqPmi0-H@YELKZpq^!Vuo~P0Z>3GDC|AoUcDk@zjd@m_Kjvt;6Bx z>JItQQjLGVOoB=6W@;p2PeXA{r1K0V;HA(`C?f%|Y&LXipHzX0J<8kF)56$#c*(}| ztDjST0Q^u|LwW-=Y{tc=zO`&U98j~k(+=jLA50at!}LR3sOC?>YPUX|K0e-|k#VDa zbj*sRK@&Fj??@tG2<|V#B;Tf$IoL(YkdH;k+7Vt0p7p#OT+)TS`k|F4C>x1zC2J{g zUGSn8L4h&sX6-2`gnwx0kIQqfai{+v^hn+YFrn6(j82Ncetwzj=JnHTQo;$gyk>IQ zQriBGa|?3^y~3cHKsN2`qtPnwpl7X>ZNhwOk+7;-AIh`~CRec+s#u{2*j-n6{|W(` zAvGbyu@_Q1q(j{OP6kHbbr2dA!{3BVeHb;w3>7XzOYW=8nn93Dm{UCXo=U?x1<9PJ zA~w`%no`H|Rwqa#!03XsHQ7+iAZ+`?l>wN6{ALb9QLLDnI*|>dzL%clJQdn>7Y10w z8zM=9hzHmr>ut;qZBpSrR@A;RBuLBR0hWyT)j!Y|)ftWKv}mgJN51eceC;8L{E_-e zIR%bmRW_;b)ZRtJnuB~KRv0}jA$suk0%0T(i#j2CVBZdLB#|&!PU{@Xp>y^3VS5)g zqU_0Sgq_-?JXj&3z({8kCzJu0>!um2kH{+Whrd4*NY<3h1WF@n829nJAXOJqJZzHo zWy3Pn_Ye29&%hc-2}!)wXoldEF~VVwMLIU9BrzF6LTUCLiqz7({X^LY9NOUrKbwth zbxRbHS0gF4Ml836kN2Gy&Vnx9+DAz=WQ3{b(dERXHTYe7loxLbn4VLO#B_wUv>1=l zGLFis&o7QLy=OO5==QYy!BdE9lcepc{}SyqyCc(Gq>unTWX@t7FxuIu=YlvXytS(t z+oS7Xd4*Je>=D_>IFq%-er0$4wnZ`z1W#o|V+W&QIAK=gCd7y4Vn5Zazn;aKmtV zsVBFt9!@glB9Nt_lbuyfC{N#WkNy%_w`}I|%Q^l!*bOcYqOO6j5;GDv7^Kn`ywQq< z>TqVN!5xb5Lqb%kAhdO1uEbHitb}mi-hAm^=SBoEe+AqKcj);PbM#_pHq;Vn*Y^4o zuKz*a^+3$X!!`B<`Hb%U=KJ@ddFSWFNLEAHbTz;Sr)}QXB_8AHfle>Cc@@BlFHV@@ z{1|oXCbX|p4|}I`rxbqQeoyP&i3mSlDLWz)1-O>Z8_GKAn;kBhzUJ<2#NPLhiKEEY@wxVrD$4s(V}%f+k*V7#%!P5j#n^FFw$ia;C=e^ zEGhu+sc^7uu0dm2M<28&q7zVt96Mi@@p*k6VY(Ho}j{0_NDN2tX_1P-~;Ye z%EaJqt=zs7;8XMYw+xPc!e-Bm`@Hv)r6bR#`viGJmL99sV-YTL3-|9#GRX_Vuf5k! zM)8S~k!brS<=*VFp%dhLA>Hhf#8M~-zV!%CZ?DrT0$2UJG=8jKV z)B}!r9BCAIPvZY{?6ay_?ldztmih0!Qu zK~|3k*!nM0-LHQ97<`YWN+i2BDTr0!etaMaewAd1_Cj-->$=^1hq9v}{W;et(vYCY z)pliQ4<2sg>sQ)Glqa%POo}hSW4>$JZ{E65dAsk~uV)@Uww*|nvy|5JL74(Negau# z1CO$;NVjm3wSG5DiML1nC)CL9!X8GRCa`Y^1;IanP25r)D;FSdTCWbb!Jmq>eoNxp zAS~LakE2_1kA4xqpZ0tE(^u4UIaxC@;x-N3B)Ym3ZnwAuq^>TvqaCSbcoUo{3j{BWQS)c7l&29@$Bkk?^(q(W*jGk!& zTsk0v{{^ST0|n2W#e?f$yOi&`<7II-44Ldj!Bx*^O`YlTsORpRQ`_X$6oJ=3TwawD zYVOZ!^wwp;5hMNkGNuZmyY}PzA1j@Ry?#mB+l##;z{ltUnYLfJbEdh9O6qf3*59tR zTG0&DJ8ofb9}!KSLx(ZK7JT%J=lTcNiX&PMFsU(eP$vcT0!?p;KqX2F^ACZHi>j$Q z=w8Y%S1Qy*yt zFvA9D zd8}i{IdC7;W4j(JZ+@3O{6_y-E7TTGv)i%%_H9n6aHAkIuZ0cj)ZCJ4DPz_Q(xI|t zE0ffiKVE%UDawh8v*lRz0jtg0LTw++EXfGKGci-<)T2_1`1bd=?|?8b3dlQ1iLybe z*JID<3Jdpz26(glr8bC)YJuxwD_(j=mI7DNR$N_4^WL!|QAl<|*Bo(NX=2EN>U!;8`5prV43vTZ? zaeflj#_5{!-{SIn&fJmeoofk$a7$5&bFtgi-B@k!(LblDo*u3tTg2JETwl~vVGyYh z#AlFJ1Aj+{(DTYv$Si6lfn$Wjtj0D|^_ynf<+?HRJR5*5RrSxUtu8>Yx50kLy?;Qw ze|@f@1+4M`>%#M3iIsBDIE4GXrw__umUqt0&f6=diq@0|T@C9vqF$6VJqYkaxjua@ zAZA9-(StbWrb>QIspKkWl=od)feiQR?u%VZrgsk7MH%ZxdX`N8@n8s_X5I{F;3k5- zBw_N2I=M1b=6Rnu!!8U-B0(~Pe&qUuk$*<(M}8OqmDiMA^twf|-FRNrwXDIni4WB* z7$0~Z_I^h2yaboY)I1UF+#EKk_YCt}Pble|qs%od**AP~wX$;AbFlMAX`AwYlfFX= zbR5i}!A}7o%N$H z_g$bK`dyFT#HU_{;A3@h9e2!|_G@2l$WXX@{v&~!Mm(FE;rZ2fblKM0VRe?_1-0@a zYf;d=UhBY}5{m;$A_1T1=0^Me&bjli2+f9FWjfE2Y1g|}x)u(snY<(B*x8%xfy0$D zmgmKuv;-GH`d0Wbx83cva#E`Es>@z_J(J6|#H5C3s0nV#a*lT)=1l&R&2W46Xes~G zuSxmW$UnJ8N!?agsvAKu(F=~Amb1BHmW98Gmr}jy~l@{@zIK+T9!kI zvO9zf&_TYYATpG~=K2qeCn|+)j z!LI%s^p&p4(S03f2RA?!3+Boq*nW>OAuS~VoPIRW&pTI_vu<8B>(&M@5zTv;IZ&Y~ z=tkZ7ElZvZbo=hz5(cHHaA3>r8q*sc-iudwvclU4Nu`C(km1AJ3+nR+hp1c(F5)oK zQ>>ofDIq`OyopI3;-lYc-6h|$LhZ(Wcj;T&-0#G(a`V|PnYaF?J*H*kQG(nbId9}C ziaMic3y^qObTCLn)_JQ!>j_QY%;eeKU{!#44e$9m>IgP>o_@5PZJc;o&b!Jy|5yO0 zxwAHu(6-|uvoY%yeyH(F`(=q37z=b*?jbUr7NYO7RfW49DclPOyDqsKkRpADvHKE>7R zLYvgaTUIoxGgSNnyi!Z_+xb!N)P6B|g3CK2)}L5Ub7QRK*#GNAzip)^JLlNTv4rxx zK3>FV$7DIyGo85#atiwh@VR)#OsAhaQ=}dA*Lxa&LXiRx?X>&0X4e5m>P(WpkCY4! z{(|RTi*GyS>{r)$?2J{v{h_ikv!hqNL=0^+{*~??v=twAvD&VuWLq}PGaP2G^IlBF zzX^<9cYJox{Z;@U$LI8AYrEOHVu~6w`9`FRYTB>vV%hiE#7(bm_<2>d|Dy#RcZkC- z#!usy$c>{xPfMm_O=eg6Y~u!GOzAix*r~hYcIU=gV8ur}SHpa_<+Dmhu`j;u@1Gy| zUaY(jFA`E$BRC@V@jUr%cJqQlwy4-zRo%^0cN&p^wv1dW5WjPP5bi$sUdAa+59gpD zm79)nM8!lqWV2O!vj-JzH1_1y2uA1I&4d>UsNwC3ay**HGhgejdzd0x6;@R`_!79& zs%>2G5iOmClt3_3=Kc1*uCRmE)pPY@(vp$%+Iu6?-!a!!>IyvP2^V^RbP@WH#49Il z_m@0VXjOrJ-5u3Y8Lk0xHNq^zV2U%_#6GwVI zs3HCp3vh0I<)*vr7p{z98q9iLb_Y>kncGWgrvytx9)PPV?y^0o{VHX?yD#tN*n25E z_Jnh6wLGAW@l=!>O%N7+e02N4SCM)$V^EE<@@BJ9yT`h+yc?nFx8u@fK%YV}-#+yQ zULj4|Nqe8>`aX6H;s$mLb)Q3nBz|OdAy7Bn`Ep!oW|;qGK}vu%?X}x7E4rWpL6m00 z*vha|Lm#@>4(d;qm-WzDU8AlH=UI7rD{%F=OQ2FGaIz=)$=b1hmWa5yE=ePy4xwV2 z)0&NyfoB#GGd^RIe>Up^BPSrkse)4Z9%qVn=V#~?1wi0PW&Js=BC!6Qs-t^KL|rQp z`KM8G)x`3))>$luyVv{CH%fZfnWOK&4Im}WpW%~FwYW48o*ZtXe<&rLM36ToM%#~m zQ4$n1;4QDX*c558vGu!V@nU+miDVP2@3_Z#eu-avk|_Mnl8I(Z!2|Q~O7CzeT>7!| zC6P8*0mDgPy8Zm~TCkFJVc+6mU74Zab6agS=R4!5i4FMsxhg?EMTb<-TVeF z?+fgd+Lvp$Jg$1dkQXaM>VhXz6WV?$QuY&2a&Km1%82Jth4u0S#d8U*@kPV!P|E~{ zgzF9Kax;5=8pg+AarXk&GkB4Vd9|fCvK!DI182-wiU30*%}p@ z@(?uMu81mCY<)z*82WOplk>I66v*e!XZVnDo0v^YGnJvuf3VQ1J>|zZukMy~PP;+# z;NVsemgat5%Y}PniE>rOxn2#gEPj<9DKYmk5S$ltxKpj&a=vhsLBFtwy^q7x1wx6n zHm|cgNUY*l$Orp6J zpdaDu@!?!1BP1boIEdp+{>p0G@WevbZI)jueVy87$jkMaST)_f@LWi$!HR0eukUVZ zZ&2C3=@rKne!r@q3zzHWU90&QlhAJcE#GXg4otwiQhTqf(04_2d}zU{daLN*{m^OE z5(xg`Om3;Rnx7C;X#QQy4!P3ht9~KEC}s;=tL6KcXD=zS9U6MxQ1LSMm&XNby1V1Y zOJU5Y?P9o%C@+atAbz_hyY$UZFRz<`kg*qiZP%<=z_^3NdZ-xD{-J49)F{uHP}$>N zQ)_izNZ*-yC6R5PJW-`KNx(Zo>I}P$lNM)&S?dqQAvSF5nScPs1dOn#Q5Rc#zFD@s zUkr6Iy0Y>{mVI%IozU z7Y`w+FPf@ufo1jBzwIhFqb_$ldi1_$kl$SeMX7baGuJ~MUJE`UDoFGBEJrAcHH0Po z_e zzhZTDJdEm~o>wltg{W`9xi9){Z`Kov1DFb1Aw!Yvr?&|$Pl7%vCvT{Hc>Qqk; zX!r<;dspgeFgob!wq(V+_Sv3Z3j(=IVrjE z1}??x$mC3yU`<99ZGv?jt_MYHAbt9sH1#gF-v)ryJn6i_ee;h+L}(|&6!Y@Xcp*H<1g)l^#bB!eJE zYSDaJzqH9XGqV6NPvbB3aEXSeET2YqHsf*SP)0vXv-Px}IMfPTb=o9v7vtv5S9Ds2 z*g5sI-$- zmx?{P&@bZ6s%|@Of0YcZ3({P!arz=HzHKpi81mZc{#vn5e2CSFwj#f;WsUf@CD)-x zus@x-FePin-F(aE{{1n^5ckF+y7n)F-$EJ4Y$La%J=?6Z9v^iRZ7pp3_5jy}k$M{T z7|54ihXk?{v<0#m8$Lo0>VUoGUPQL+IRB<|ya>zyWM3V|Frp59f>8aAH}5j2{Ed3# zxBS_a9EZxTkUq(EYW(6RSb zz~(9m_&!3yPaz}i1_t_9cUYQ)>QCIeRD+fGRgvBO`d1rS`}F0!8i5c{XLjx(4 z_70aa_`mcuW-QoJ2b!B!^FI-kO~^oj+ku}Fit=Xa)v&6=0x90q{aRQMukz%7I9R~x z4V3mO$@wa(Fj?9hy>FP z)mVuAq2DGNVO*OgoJ2;5-P(9e47Zt>$o`F(wKsa8hf*HI z^(-eVs1jg9))_Lg)>T?0+ebREjAbI&jYa_tB0!9Vmcc#%4MlF%u={aWqBv40^1Cch ziTCiw{hBMGgE%?F_>*P-hpWjefW?Q~!i;h!rA6X^`#o2Je;KTx$vf^=!jOshk5ibl zophG-B2P9S!<0J}pcnN2YG(h^3&7<20|8sRM_$yb=Zb73rqR1Ta<>0nD%p<0RDTWU zeTcH4&S_%fu9~0V31zP;X)R}4+auJa)lcb&~+v<+Ydz&aLt$>#%K}V4hh&x!Tc?Tw@c7Q zu&=FHq5EZlDd;+z<7@9k2wdzFJ$9-7{TZ+)(Sz<}Y1!>Z0LR3V)BN{fb`43c2J#H9 zsy`7(y(P|j^ZE|~-E`+Q_5px*SpZ{V(P=3J4uk}|RDthOFm*P~R81Akq7fjHnY3+~ zI>zS5Ky&0aXq)}%tyzhzQ1dAQ)0Ywfjm%IA%M>r^3ly$ixw01=!O?cNvCe+2X4*X;x0yLd zu}Ff+hGeuj+oi(c=W=Zgb`iqmgogq9Kf8Fe8YPGva}6$gn|t#X>P)EiS2dr@2jxL^ z+_X}*b=4a$?+-_ucT_Rr+=Y1ll$FUm6r@wRY?iU3k7E7rUUno`QtWQmJ7x^D0=L(;Uz_gGm2;fG1b|7(QwL8R&|)5p zjLnmH`9IbxH+!{0Se@GEd7u~&@Jm3n8D{(3<`eEb?>t6W+6SFhU0$wjtKCb;?jQam z?mRI%=8y3E-*C-NI|0#SkBmKsanFkh%30ICR#L7%1xB1M0^h#__AVh~iBJ3v zO5;uGOA7B;A9(h&h4Jt0Xrtyw6$of^$e??n;D_&f6s!*od)cD#?MV*%8=esd*(S^( zFb0FaXT-*vlKZ!O-COirgO)bk?Ugtx0)ETngJbN*#WZMAbqN@_cnEZ2@1iduiVgkq z4(6QUWYCy6kqWf9`O(tQID@KO3*FcDQlV)EEJek3sP15W%3BKlX^xH#3_Z7;lI{~6c znJV!DGqlQH3(uT~!c!QUpuG(b#&WDUrMxn=_>TE*Oq8ip3bcz}TL#U%GL86-xh4Ey zGJvtcvpUtd_Hs2YV*ZENG`!u8$0|Ps%molVu6(4UY9_P+b~OaP8f&F(Ea^%8`>a1r z^_aLJ`ZVpSQC^h4DuKuiOREoM^dIV|WwcGPUzntUeNy2X9X*M$>%AxSXdJ?58(nb@ zmN(~@{?DB!$H%y&{v@k(Y>C>gE6<*ORwyJO#2htiXlP-AO@e>U(E5<9OT*JsO*rps zSc#aNTJ$aTy|zpkC<;+a!G zd2;pfF%YuW)7MuYdoV&~V9OF{{Y1cd89)xH%+v$g#1awe>p{oN+(z!3Gt}m%)MOJ& zO<4J({gf>;V+c-%Ff5j{5PFCZw*N2B6$FT1=CRY-D;;4%EZI750OhU`Gv^pBya##@ zA_Sgg{dD3xz#xpfsU}kf8LlV9(Hj6Gs{t6J^=5%COz_Mm4W9@Ew;2g`*Lzd9V0GLH zYoNRPm^jA~I+>w?C^x-;vAj@vNv@)T0VN61!M(e#62w6~$ArdbMq%?6leL$e zZ&YT`?jsObx?9+-bTU2h#0{il$xRcmHnuD+fco+3SejYOrp?}}h} zYRBp{1ixsJ#LAep%MNeH{6aCK9CqO+d~`ql{IK{O*+O5IUG9MZO@f*l6A==c&RPMa z1qz}t0n7y%8A1<0EC!S&m+p+%>IhUMU`!xHcJPTHflC9NMr}|`BFsWfvAypYm4DLj z3F>|J?PZ>fpCM2s7ZoD0rBF|=8<^XG!ZerUJIlBl!K-m z9g{hZVERO3W-l}uMPn8Y3~HzOWbf`Xui(9X`<+l0o4uD{>EOMP;q@Brd*N!`RcLCc z_a{}3K?m{>g-8oH_xGdA0uRmN5lr;_)|N9XCi^p<^Fe-JUXblzubp)lErO?w2|V7RRDhB{CmpX9F(m_kg6*>UV_$StOPZF z^r371oCg~;A0C&zJB@%RmA%{S)qWL9k!;r+1^*#vJ8OM6jV|DNN+31}Ez6~$W=vTK z`Ma!oY%6l6S3}z++9y_6M6`D(*+SI6WaPcgm@yY3yF@tpP%YgIvxpP?*knndcpLU= z{TVGrKN0cBWdgXhA$aH(Be(~dA0&V);emwPewvkf9YRG2$Ym2#`qu7mj|jA16XN^% z7Gg7|OG>u+MEk3s5qUxT7P@!9EB%BT=En>>nXlo7Kwu;bMbBaHPpI=LJi!k6IXCf@ z3J@FSM6442Nht)8CU8J0X$aaOEEIcby9ry{-3I$k`cySJ%UV|hw0#}lPva+G=?O^a z-Um^4j0UO_r0O{T(;oDjA@>FFn;AWh`6F36qeE=QSMEt6$U^k!_Q5`|G`TiM19w*ToN+HhP3*N0N~<@55%`i4r{w zYTosIB7mm1BG44S>l1;kz3af37)e?>)V}$YQ-H2RGqy`FLV&{lhYkB9owXw#+l>7Y zS!*D3^pyG=y{|xLL}ecOJ-Xmf3;Ml9UuG!!{X|?=DDJ`pFcYf#HE)Foq}Usvjj`p* zS;HTq&Bj2jPlCHCjKQut$+bWN%23ArqrtUB?n9XzO8el?gSds5S4QH>Z>J>s#)Md2 z?+*(wFiyPE84_&<6uL|Ky6UWk=Lt0ceq1F9?FSwTeLk3&Yhsaq3TqBB)VV&11?mTh zp-u%DB-g5?`!Uihk^~5uG17)~GABmHV%HiF%1TOyD*uc?kt$LuLVHJ(CjnKUP+o+v z4%W)3H#C(P@fP+%hZ>1%cYjR9H5aG}Eu`ZP-|W{!V?_ z>R%8bgndabXGR=x>tnRUrqZF(em(#qo}zp|Xh&jlhuF|`m?@r}=eT~A({vZtmWg!*V8Gv(;-k(f7v3VLt5 zK?G0ud;QKpwxvCvdL0&`U7{3kk@kfgya4c7YDWc@^Cy-TwsR&Hf^XQn-+i(XI_H>} zzf&P{BAye+e4<6XSNpt^wpK0p+4%ccH;Ribj_G_6*d))eP2i|kD@C>;&958$3K-)i zuINKsIk;%zY`B(rtz+hSm=|)^Co`5ioO6DH!~)A;MA-UpZv>3IuIk;~w&8hEi+g|i z%o0LCU{&YX(b>%Um*n#ooJkNY+*6ps9Jr>fq%>gm?3z+Q@mZn1JA5s~Jn4%&VAZ(Q z%YvjIU=tWEWLpx!UV#(Cq!O6?d2q}=_yJeSEj3*f=3sY7hjp7ppi;*3W4=`EE+WF7 zEqoHzAh7UPLO8r-VnKYgA@`ZDI$)TU(|t zWwak~@grSVkvn2~1#a-V%bw0sCehNErpjx6j;-X^TAlAXX=k9~S zup+@w?NvR4N8)H}kLVCW=~hr4gTw9M#(nkmj2@NwlTe5)xBld-XWZbd9)*@)8V594 z8*}|ll_E5{O9Bot%$#^tR@hcSU7=d(R@m(}4y=4nSi!c*IEQlX`*LCX7SvTpzkAAa zE9aD6TTR-cz9;KCD}`B|ge{K)(i^G-!3z?I`-X>BcmBA{vXutAIgQ#Q&FS7bp%@#4KFwe=B1y3a&pf z8hX%|A!W?*ugdsO-~W);f1!-o+5UHBtln=$%=1SX3!cuQFX7%GAj3LK zg`uqayvJuIc`2+Fpq4XAGH#=0j*u!s7b ztW%mVxvImY|7na zqtoUlV-9{Vwx+F!Gg^HN{pkZmaHO$o1iBB|n=blyucK07y7#D)Sq3QGPQ^}lWoH}& z$aLP57s+^zeQq$8s+IOsHoy^9DZ)m1vALB@ew$`?>mXW)+E4!&s*nd>MVaQk3-zR& zjMx}|Fvm6Yy6=#Dx3D`aSrAA(#9V+V-k1$NW|VyzgG7}qmlA$T4{e7HLx9`75hUA=L>6Lg%XEGqiB>ttE$3LKD|PTTaT#w%u1 z0cZE(Pw8#RI71pTHOOOPv8FwQ*(5P7+PlK9Q06hm(_L0D&%({8(V`|QvF<5V*>c<{ zLq4c0H6t@6ay(&;CLPvO^?CggGo*mO6PHd3Gg6K0Wm=A<8a&&z;Ae;{R*bW!l@^1R$Ji^5WBk#0Q6cL~2d zv{RoQ#c#jfz{`141#Z^W0@V{kL_hSG4qW>)s`M_GTauTkU?F8u=)<;KO}7i7+e8Mg z>EoGHV_<;2eR+|Q`e_exGZE=_I~B(&OPrLTnrp~_?pIsQ$+|uw_nfbd;@oTl!-BF= znlB$ZlF*lbV;0{i#tQRj>T~D9RDCTVQ1QkMM4bXT zh(E{o7`8A*v!mq&CEofPS0By^iM@QyocrBwJTm=BLn1h&Eac0cby^&%qWYAQi^K;f z(W3hxmtIZ=f)e2^Qc_yKLRy=e)ze$JTKdAWGZa&)#GS^ku&4=j=oU6v1J@k35^yAm zumD8bn3L150yUq%x{!8$W>Mk(gv2qMuEcohprq9X)@e6|o5DRj@^mIpdOZyvU}-(f zetPlR@Pi_XgO=zpS)k;ePBW{#TgkM%MIknJe$nfpCkt_uYiV0Qlj8mjBELK7GrH$> z6c91&Ru?#UA@Pb~YUI!kRzNS~ z#Kt1&DNL}==IX;NXpOt4=;H9Tc*`3FfOyA7m&zDv1wwT|$R6H$K+z!llA2$F^HyZN z70d@X!=KmKi;=N1HTH=ovE#SO;}f^y?hZG42E|-Vo?kZfEqC|f+NF3uH=SzhCL?iQAi{)T6O(Zo~p;k`X%!15AJZk?R! zNwMtXSALhk-c6q>oF^AxMz+uXE%8c(-IQ(_hczr>uC%PC&qH2Frzz#f%kL}&w&HK& zvzOam(w=MS|A!^<&+_yS75~?g_{WdtLIVx0gskk$|C#^OL=b3k$GqG}T0YwaK{w-MYPmz$L z>EA(=930Hh7)j^9Gb}7zoPXU_?eDNkE@oz+`oFbeg;rFt2U)68aB%!pNBA%Aiiw?z zlj6?}pmSvYb62R3^+!t3br!_>XWoAq4*$9y{}IK%%=`Zb_6ygapBMN)WWR9!tGxd7 z{SSHl7xoJ$`(IAzzlWv{Yb=K2@L+jF#Co0P{0Q235EGU}=VF@3)Oa^xfxz#V^vb}_ zfNhxS*|TJ6HkWTXMv2T>vfwDyF@tvt9GABDQ>X5czqP-wd&}PNt0?Ej_~lhCt=@4DwN%Sz{k7aNN6e?Yap%h&XHngb!pVJ7g>=~r(EQ`} z!FqgChVHkY-x{B})1K~I5_N}L8M!XLH7v_kc)1T$9!xu?FgYq@M28aa)LsJ2Ybr(U zZ5k6{TGgQ5q)A2;vxqi%%6$sY0c9wz5_dU@jb zB|%I$Hm6cD!>w4GL{%`yRNJyqhkfqonp%^E&MROd%cb>o)X?uR381M|P~c>Os_nd3 ztB@)m zXN+W|iNhRXA9PFWyA$u+-CUO4%#rEt9qfZf*kYdV5dA?RENZE6X~ca?>UX0t4$wjuZMkV-%T-#*0sisyZFm zZqQ(9hi&NO2t-tqF4XZ57?XKjwO?WU5KbcaihN+19b1SWk|UL2gScfi0K@g_slW-Q zZ3*QKTo&RR95`JES=$ZTn-N+U-+g-DX3v4twCla z*hOR|2Xz!*L!qz~uk-;|!rxbmy>O*G@yX!4JgMVkXYAhhyDD&%^;_^m$RZf>EIu>o z_)nOdm8T*p5c#T|P`TW^MWVAWMJn_!Lo96glC63hFu+l!Jp1+wng>wRe}DR-mH;9d zM^?C2D`TOYhhy>iDDLf-kyX^`#0idpPgwWwiVwL-WblmoVG-_f_qji9#pL)5@PR*n zU8^hrkmP?|L$3VpE3au=poJ!(hBubGIwCC80smdw%g>i&b#=6}-Mkbo!bTB}q(g(7 zF6&ka)zw>=9}@wtRg%LUv#B}b)M9xiT5NM)OTj>vHGN|vhrh}SO3k(oFjeVF7kz<2U;)Bk7Vb!}uA zOQ72lZjA%V@IJ#At@-t10kJsAls8!+AMn3SsAKFY@kp|)(jXLJ{YEE}PZ6iZ`K9ud z2qvN9-)v+47zxIWYPk>G>%`rVoSSVAFYo$9ibj8@pQ06T zza@Y*xQ;+|(iH23VVGZem3IyEj;kDIfREv`#dIlyTS}?D-+p#5121m_wKUg?y8U4e zYL&(3aogPR$RCX1)Xw}u-mrL6oX)kVPHllKFw-(>Z)*t)i}~JJ5m_lwBl@aVT832W zy+xiD2TO2G53&C*;@$$P&8}V74Ta)TC{QE>TC8aC;!@n*-3!58id%8l;%81KC2HJ|ss+c%Ke*E3Xs*CcuMfp)8% z)bN%>Nq0=GVS!1OIIFh?qv+>o3`WF%i889uIpO?YIeJ`0NM*CKmc>A&TnJ2*d5B4R z=WH;OLJaFDKL@F_Sbl?_^w7Ts5#Xun<k3HG;9uuqgTEzG5%p5 zz93%6n0=O#r2iMAWCOj~qW`AkC_r>I?x)GUAV#!;3{fd=Sn=jof}-$Hc@KA{j*HVA zzus1}1#c!~n>uRp7vrob@BPoI{Nt5VujH&*hPi`4oA8j`7AL!TPTfBUYLj>%YFpc8 zOzqndiv;@k70_lz*dWe^DpB2#?er+9;-Rvylnwae>^Nmr=`+amPI z->>=pPVDgp-#U%;WT?HK{SUmcKq%sWqRKe`-Nf~O4pjW@Apv8&|8S3B=7iy9*zv!E zV*G=R{CBB<&;L;c{CjVV|4IdLvi$XP|5^nY6JtZ~!UJOn5Z};Yq?vwzsC5bt1irUo zv?|o>UAIkqO1rjZ8G^?;sLhx@RW8!0sAl!5l2_N?4NuU~X`}cPC7y2A&-G5pLEL|* z_p973Y$07qZNdYRU0)$^a1{WdIH>zK;pwEpUnf&hD@*qNoObp_C=aZWMLFT z5k@hnl_+t%H_v08jGS^ePib;!DL%ne0Bs`tr{cLmSVUFo3p1!KP4qoTUY}r4g!qN% zVDLfDEJYdKwk78S#ixA{9wrU$1B+b1ICTM$K z!)e<`WnaWM&qw^Il~v}tB}~S^s&dfk;=N*f9|B98*rocXbv>L+)?Xu@X!F^x*NBB~ znF=RCc@hu4`rSNc-{VJ8S(b?5!^Bhe2}3rI%!uexoJ7D~wIjzPYMJ|Obllkdno6Vb zxH{B24$=jppSp2nnK5g$Sqxfv(bUW62d0GBbt~-sA>>(}v^wott$9kn!pLQ+bNHJI z|CRxVGLPK&g8JAg>=;w}&C{>M`pY45W*<> za#X5;)lyl|(oVxkm9EWKc2>AUtt)~WXCDeA*wuluj}fdN9hDI^0M}V-uK|wKBItoc zA~NT0s_*+FVW@_9=LWSqgb-eFJLTGR0~zi;{nPt5UTb&4WE6FWK@t`kFhx+7I@$IH zhDDaceF45rGiVp-gTECK9#TEgpC2Li-|XK=O%*K}H%2UHlb$6tHVn>8a;cbv zUnP82aQ8I8NwJtqEo%%|R4R#|`Le^pDJ!qXxeV5aA0%*W?2#2xey3kqVN{pMct)zE za?wb*$lQ{whjAIP&5JUh6n+{0 zC|@s<<9$^0nW~t$=>CH~T(Z6#bZ5<~Sb>5nAR`@RWRMTz8?!%T_C<-Vz?|F{b_FX^ zLzXSe?D9O3KDEBm+J-Ty*Tsy7#jSaXJh>__k?zp1Qu1~O!TAw zVl%TaHbW5p^l_Co%TzjynjIcjRk+)Kll-4(h8b6}r|54q!`pQH72=iN?X1kht34mn$t5Tj&lf2!o130AtI&KBFg$64f;bXbCVy5RI}sxlf&ueU6%`t&Dc5qgUyh( z9=v(l*0lzEA(zZ=wfxOyuo$qh7BVb4%1A(kbTBqkbO2*BY$UcHMqQnZwz7m{-1B8B z4k$pgLz^{P?iCDGhI3ex>3L3`CIp|VG{a$NMp8)k*^~UYM>xl5Nww&@FMC~U*dDLx zQl}J8Jsp^8fp8H@iarwXsvYoqy5Yyes*;-=qiep~{GXecEVh5G75*_H|KE$;e`tmO z%KC{NhCTk~6098m!ukoeQ~R&1p8lRTMTAxUwsrdV-cPXoT+>g=vWAXem^}FB-tgb9 zPpmAg9RI=f>CeKS4Zs^IF-b8192^`V26hMh*#u~bx>=Y30J5?GS^xlm40sI>2Y3w| z!NCqGc=&%j{xt?DzWL|)uP+p_0SK@M*btvm5$Au5|9Tw&E;t(isEYox3=jq&BO)Rp zzD7nuLP9}7Mn%WPKu1GEC&YP+g-b$23L+r_0?8;CsmVUjlLLVtKhw}NF|)C;ky3N< zakB6-va+%K^(JsAC@AP?=mZ!T1T61??^*so-~Mz0u#w@cUg5&SeE__|hJ(k3`_l^` zh5e?lVV}fbAI9G|xL5E9uMv@uQBcufFQ|J1cm)R!{|W*A^=kxJxo}>v=K%=VuW{Zp z3n9K$G(`GfkIUj0n}baLrK$@S@_SCfYUJRLf{Oo+fRKoiiuxlBEgL(>XHG6|VG&U= zaS2H&WffI5bq!4|V-r&|^RE_`j!w=lu5Rug0f9lmA>Tv8;^Gq$lafM2YU}D78k?HCdwTo&p#y_MQ`0lEbMp&}OPjy8ws&^-_74s(F0Za{Ztw0N9{;Kf z4gmkpvi_~I|3_Weu)1C$AiyIa{Z$v-D_7V7kB#v9Ju@PXkRp)8&hd;KCQlvLgaPt<)1(HaY|y5sm<=~m2gQ5wg*zI;`ou+rz2-|T&ECqzJNsS>|X zmZD@)6Y#zN55RE#vee{_ofvXO1&s{DfTWRtI|b={ow!e7mnW=wZY83XrGdUfdBwZ7 z-w{_OUYN4Akn0_~fL7H1Z>zxn;G*|mSr0mhT>?MEU*qNFTj<-S@Q%f5m+a)*`97Jz zVl9udncb9TtQ%)+DhYgs>5w_7ryU)9XaPG@z3J|8xt?!FKP|*_UIjU$QAIN^8*YX_ zc>Ok`zASY$n!-1<&tKJiBfhRiFg};qYrvk6)u|d%RR}e8W;;MvkhtWrR#hF7wf=5k z*uJJPyuehZ=E}0LN^v`nWz7N%Rf$o*ASv-%xR>6Txg5n<|8A<0GbUOJta*B?2L%^d z5TOe(SQ*q(pc72ENAEk%%xA)~!?7v*AoZ{GkB0?ny<(q%L(@ z(v|6F?U7@|&FGevCa7h&oYGDxPBLw4xU1uE(GpkEngdC-nKP#zw;gL(Wl{OOVSy}{ zX@damgQ1E9b3l4Js0kKwQpVp@A}Dgv{R_U6fIe@AXkofyx80wVrdLYHo+z@2?2LzGi|FeSd5lsjW@3c32TtYMYnXSdtR0B<-W}Ayqi+#gnBi@N zuDHG0)>6jE`8c1G7_5z!$FPz^X=c{#=NEq&#}l^u>6FoGJC4dNFO6LijfQf_+;?r` zjpO=xIquYKn&vg{t9@O~k@u~BkR8KL!yYU}Wo=o$de8?nxXF;Ao<{!Mwjzxwt5#_f zs~fj>{L(q#7om$YiKDmuFO0W;t9oitU1j6t8rX=t&2Ze?}1 zK+rbZBlAwORDDj+Vgr5x$#`AP^wI;x4Q=Xw<}0viE2{f7I*%90m`_aVy)BT>$m5&~ zEEtOVGQCL}LT1+h3wF)uj(Q*Zt#SUGPyk}Rd@t5L^kHJL%YxwKGP&OqUMPq1|E!5iFHJH*QN)PCfh|c18NQcs0xg@Mgc5CK*6R!1; zEy)X#SZ;8n;r|1mo-4N?a?m^AZq_@?Xw4oN+ZEHpM4aLdI8sAjf{YCDkFo{sn4ohM z3kZtY@i(2Mtxa0LuW7gc;9yxJ zT9@OY{K!#bW^>o~1#dkw?non@6f?HWFpiAJttvAoZ?nbyl|!w!iR0vZ z<}dk!TQXoeT1%EQMXNZ8?3eyRKHax_T}dH0d>(g_4kzvg;lW4{`;8R8gl1O!hV4a zC)ap-7aBuHyP8$rA33Rl-Pxp0QH`)nxw!_%TQFJ-B*^5l>nv<4LZ>jhC3Q?qHj}q# zq?%dsE}7N`HM`oT)=l!Mh%T)*!d3Ekx1?TeqxjVRVJ_OyL_Igb9}_u0ALgE}fWisS z21uli*@*11or5g(R^d@Q%E-MEV_6R=aB2SR|4p_eJ8f8|p*kWWB;#|_bJy>LAJTT5 zCUxqhA7k4j^l0U)sNB~&6vM7tI$pb-$u(RtTYC~k9IL{0!1?KvKgNc+G|X62)~4GH z(qcdFE6E!$1!oXf4xD6-1f!au;<6sPB!>?LYtw`ElqI?$ffRe2g zouAw*!>5pybRl3bOsQ-0C1w^Ns^F%I$rx<=9b)Nt8z1QO_0=YghX6s53lj)z|IQTn zzcPaTPoGoHi;~p0`Z~52#saRK{0%%J@-LqkvdX3~AARa|?abYg*@q8>VZ zg0p-aTg;cQ){6gKZy50ci|i}PzL%Dp@Z=%3kjIPJdhM32UxguG20isR{6D z(f@MGj|9zb!;OSVW8F#c8k0gy*81T6C>&YE+&nB4iRq>C2Oz(v zrz?f`v*O$}6tb!9MaZAw5=s2tAy!AN1`Jq~F7w4q}!%`Ez> zajRLpMMPAAnBy{ka2;;t8O7I4Sx9X_7gC*rY6f?M1&NBqjQ?z0uaJDK95fvntF>+b)E)mx7P#Um}{^(ydH zVDDuSQ683WhYB#R+mEW~sKqZRhg%*wF73@0w)*jgcW)w_NV4=qr8^5$ZmKX+wKS)# z54T1UVE1&S`3=Qqbh?lubre}{oxPqd`Ap;#PC*_Q7`e9MTBfB}2FfuSb;=(g{kl$t z=!yBY?Dg?O4g>o8&!c8_Yy=ty$?8hWNhTD4ZGXWriGi*71rIgE0*bVJb!8efl3LRN z>frpVvpO>2FZCCB2|U5GTk~^y9Wzc4{x#7w9}aQZg3t$zC%Cz~0)h#h<$5j}6_%`s`I&n8bFH&g=<+kCZ9R6J-)=P(YP@)jZ9 zufGyOL;4=&U6SY3awYr+5bOukBO>!p#<=ZS7&LmvpEp-%h|iZ-x^n(ZL#Q53|Fc9d3Y z!En3EF(!yMOuMTF`koQe1l^e@?s|LRf!Ky$;#|m|UFDFe?Qd**X1#B(w`I6h=4Hvs zpXCy7JVPvBPjm@6?%;eWt7}div)h>bkB?FDawM zZUcE_HI;ze3mBjDjgCnuj?PE5vDHO{CxdGUv6s!%fufBRM$i3E!IOY}@4CL5MC$Av z#0GX;?N!kfO%nw3fJ{1a<@34JauLI}>R_kqL?QBhkFe@TbSl-xTGs{xZt{$dkeuI% zeC2o8Mado=tw48Q$7nl&47HYcKB!HH_P)iO<|mC$RnYx(qz=|d}S#=q?3pr%-RPt^&i|EBaiku zVCRI#DYufYqmtT>S2z4Veo3b4{$B_&h2evRmHB!<3qj6Qm5gT-?6zh+hz_0&H|a8H zcVTrdlGm;YI7K!#W5+>38Nb_ShYmS%-GmES5LLoXij>&jvB~Tpy)!dhUFOR_c^d!~ zKBPsR!@7OKhk1){{Q{|EZcSB#zx=Nyg~gJkDahFK_;u0d&r5HTBI>$@-LalERDJ(_ ztEThznD3yUQEosszhX>RF~dJM$#?=T4m|md;k;dXszK|ev$~G1QKX2a0cgL}94XN4 z@hODDvqgyh3ci+ixI0=gR!f$?x{Osqg1W?pRWAq~zPOUwIIe;&St7YsS|9CRX<&I# zvt>YX)t*hT>RJ9?Ee@>Kz``*fNleIZU;=+s2hOVI2&H-|e%%cpO*gXSc$BVO7(SX( zSIsHL`^8REfWJd)NmCc``0U6rb<5J7cv^qoUUZl3d`0Ku!v~F(=%<50fHz*MedWr7 zx5~$=Vp8YDDDj^JNSEdA^$cCn!#sZd^2%p7&!t~a0FmFxa&}^_^^0;K7N%}rEoWb3 z_QH!F7v5^OH^>OliZ=cM41dJN+C{VkYcIcR{BW-$Lt!=0LqS?H=6I%>*4KTew5Gs` zL}0=nGBF$O$r0bc_tdbZ8&@R7T&voKych54@uN8^v|u!+&)J$DaW%_G5<$j$?4DP` zL1Qn6V5^d3YVJ;NDmM&8>`jEoabOf5T-S3SRidHu>lFtrsdEVpM4RlZ6({!j70tHU z0rQ4<>)xQ8gxJm{7LHq>Im9hd#iGMpYdT zl#wH%y#36K{0es7R@)%Q0FB!W22!5g%oUe`y|GN1g#@w{1ou&l6j?! z7cw_=;2$NqpIL`@Yf~J3xyHX?^0Dwquxm+Bq$Vx2AjnSP!*lM1nMK>gxp_}1j8uL& zrT{ha{`PPFA%J;Elt(rVQ72e3N#;>skJ5NT-Ahqx_`{KDNNC9x_RdA%TpI zJ08j#YBrnsRai3Y_2i}QIQBM(L=U=Eew}P5IC$jEvTf0{{ghFC)qI)%2jFDjr%P5p zeIhMP(%P-?8POd{UMChh;arkLqn$)m73gaIy>D~<-C|_pG(-B&FAT}DP#)Pj@pbDM+Reo-&f z=7>k<+&;oa&y-N5oO=JFIgX92LY_<7<0IR03WZ^FQ)lL&TM=r7d)v0}+Xx`Rv!xOv z=h~Q}kaTwQQ43sm9PI(Y@pZAX+sF7Wdtd{-NSL?uLKIZ^RQzUquB8L-SzuZ*^Qvdf ztKhsdSvHNVtdnaD1-91W)ECwPdN|@~CfkW^1Rr8KvriM!K+x0ph@~$WX5#Wa(vOcf z+|{*zavRu?&X^Eg>tii1ja6a{#K zmd}e;nq|;sFXJ$g4`~sb-hHeVBKtbdg_xK0MRmD?Sx2?(@|Yrm#Ar&o%!0u*=A#$} zS|)0POtdP6<3YsZ97%g|;T#VNMJl89LUb)NJ#l6TaO;`wXH$fZwtsdgM@Bi)hbCER zxwwOfxnh~HqHl)Pr|nIrqDFD(W-YK?aR()tcsoqJ*yjk=MkDMLqlTM{lZXRvB9Ljho zZIHs>tbdsvD4XwbGHk<8`hiHn2gN%8iu|X`mw&nZ(Q7(i-Zb$@kS@QEL~xP)UAQKO zvTNQnZflt;DXQzYLkG4SBDCJ2bw_yLRZ-UEgLQ+2zxLC}>Uir9K$AB-$_uH@OY$WZ zP$y9iIc}{JEG|G?@e=*8w3Ju;Rum!ML=^3W@b?|WejJagtyf99BtG}vR_1&+grqK` zt<~kcVvBbO^GwaiUgx%rBYpU{pM{OdYRkzRsyCHStr0iZ&*1u*6NoLtw+t=zC`>6C z(mS6h4^p4G);)!3rzdbI!-=!7{i`?`E+dtw#$z9lsEer$Q!=0X(ZX(@qZEffDOM=E zQ#F_^!+T7fSdWsIw7VoQSb<35VJ~HD`uK33*7#vSZLd|@InT0sN(X10~!tnLN5JmJ8xFY510 z+r$W4EgP#c!f{cCZpUA59Y|Ufby+bDeTG}OP?aYr6PPVP_dY#5sp1Qm zkY*+=&P6wpE9bRQ?|f`0$1#*}RlfFuwug?iCMTv})f7;r-}47BJJkeE-B~K1@)}Fs z1Ev*$OWj?~XcSG<2nIX5jvWIA?hsVxdb+x<=z_SX+9QtGk!={aL#cy!!y8QMGwDm| zUQ>TnV!=H*>l_o>ZERUoTl>`3)NB%mn)$1qx~(>K4ZIvnQRz#h{q6ezvGAv)Lp~mt z@;?Avk;r$;W?4*Yk;NEls!2yb?%Um3Uj;>@Je=kh!OZ&FtHaSKxbU<4XO z-EP^oR-Ck>_L&aVzm@bR@a30R(VS-Q!vQ!hg z+7ISUu<(s>JzwWyc7h3u;bJXW;PSF9aN(gP zWE*NO8Mnj3@t_QZXs61$lg>dUo-AAMwn#^DJUxN86O)@IZBe9(e*n?*@C|szk`wG0 zX7bk(#KX!@gDG#m^GQ~!PkQ4~j+NWgv1>PN^YrB-q~wuaPeL#84mmPOYo`rRZ|j$> z`_))2T`Hfl-)2>^M_TD9H`N+URSn#uZ9ZyietAsrmoP>$FpPQF&dB5S@}a#B^7MpV z+wEyzYizTDwWHY_T!IIw)2JVTlr3WwS?pr0j^e(UC;eVQ z6skHav4&d&&bR#$Y#+xOwXv-%I_&2wp)ah-@T~;bpIC8g%W}PC5Im*vH>^@m`xymi+pkD6<6IXYfu|SV&04e*m122R6Tt40PiZVCwYu zYsf2H1Oo$mKiNIdg1XOC5sIx!Hq5K;Dh{QT=S;h6OUlHJG5NTENhdWn$C`E1x`&Ol zh(D`?PfjGSWv-E2R>*{#r|;eCac1pbsp3#r7Te(((&D{F8_Y5 zIn&^T3uv|iVNSjJAX%EWRiBMY$p0cX_EAOMzM%KhTexxIeQ*h(1}tJc$eY_Dj_<>* z>g8=bFlyxl{`4uv!_$1KO-}~FNRaQ6ZX1K;aZ7S0P9h~gmeZ8H2EMDZ_?aCd`im4z zTdzF8>ARXJiDDbw2vlJ@^&S4#QU(*v?YVU2AO*zYY*-$EM_={rY8vBUCLwX@ca-p5=VWmm>NRZI`MomQKCF z6{qF2;Z&(*^vAi;8r#W2>e5%i)u$nkAJTpBJP{K9r$T%IaR5TPp04KTh?}6Q zD&49m)717utcyyu34YMmcGBjWH1T)II1(=7?}?Rd9KPJ`Tk6DFxS}06_L5E8+T>qu z)+H{Nz{z^r`tcL)yEI#UZhi>%TqJf26YK6rvT}W#mo4^I(-%#@}oao|y^z`~oBZ!yF87__lr*G(G zoub6}g%yVAtqTi}T9UBy-Jf`U->Dw>zKc*#6LN_gs-TGDx4-@VM5?n}&=G6YjDoS< zz>sLT`w0h!yNYYPkTz3tR9Uly;1A$yyKWu#aMs(}Zj%UQd$f*Tj(mn7hn)QX*iLAx<527mtjF%KuG)Z)}}8mD5WN&S^n!w`yB zpn3cRCTl=eAziZ@H-Qub1ifUez%u-Y@)vNV?5y6Lz;*r8)F4Zuk=s*S$T!UP#8;5D z3^s>{H+jJdM%n>Hm`oCC2bme3PpZ<3pYjqRR=aA!;=k|^Vqc~^9~_vWZC{rdOTYk$ z8y+r2!4W!g8|BmTMn1Z(TRWS1zQiGhzAZN4k)K(^8Lb^mjqbXF)R|*QigA|P980=G z^x?L2l2lWL($+t!mMeK5(>;|TNoq|vI>HE6lAronp~MM3`0gaX6RU{OK5FDUWIMKa zBm;mRz>PVZ@Td`zFoy$~ci5rtEX8oK44O9VpUGpD!wGUDft9pj#3b#CS~WZ`>Fsty zrQTPEN2gAh#iKmqAb%AG3P#ZwQlTFJat?3MWJbY1$VbFwdM z1T6Tbd<4!Q=z8URo#~3Dp6X(Krb0!O>i2_)jo1^_$~|LN-K84#vTr#$B-NOl{P`Zy z#g&B-xLUlfG?uCMH{^V^G0gN2hdus$9a2$4htzH#EO=X40^;M`_eg`mM4O9ATpujZ zO&bXw5?~9R7f;Yl+)_!{_D@oBAd3_Ab6S&7V;#w0gnMR@{;xKEh7V}&*4weaTxf-X zCwxA%I|a_FYX!Z&hzJ*2j)$&kwZrC=-J_=1-3c;Sm3sCuT)Zz5<=S=ACuX*chsp#9 z+}{V67P@q@zHP*C6K&?`PUM&TqIM_GncPi0fFS7{ZVhRqoBEAOY^Nojy}r$~+H%L3 zT}_317f%t>L<_e?`kuUrtFyw}9?iG@PO{~zvzP#@`A;aqTt~=_E=Q-f)*+MkO9gA3 zZ)5~F@Om2_%7-EMp`2PiEfexiDm{n6BfWPyjjAVOxQk$)6*`^PmRs6`+rZ+l#y-Hu zvX%u=nY+S!9zltbPc=>ek!Wml@VFu!DA$JKa@<}38bM%yV-oMj-*uVPZ`zVFq$6RZ z)0R$KTQg+#!;{oFnQ3^1hWW0ofg9l#@0^Fe_^!~cr+S*^8d|Lu`k!(W{cprLa4?YsARacMn>-k}Y+r z=9R~1Q~F-PGO4^R2wbryFjqY13oL#U*G%PUgLyRQw@l4lR#i5E+q}p>8_fx9 zXm1;mN5V=!zb1eGokUEGXGZAslocg1;O$N-z}QzzlH$s5xb*;{{5SA9prLT&0ayyVub7De%L0S~4D&C<;rX+zyww{j4V)+5XVfKsF{BN zdu_}G%mxsLCrL4NPdKgR5kDp3geaPYci16}QW2QiO$TY#FDXqCgNUf=Lw@=7wb1 z=6VZ%okpYIM`sT*KyT|xrGe)-)xGYt;(XkgOx-RIwW0JWW3whv1-rnJ*;@;4HAJnF2Wl>bT;B%}~{!cb*Af1fPC@xl1ftmME>5~Hf#u9MJ} z1WHW->qL?2a3oEOB;Z^L#J?VOlceV3;PCi5a>6JtAT7H%V73vhHGZLctYsF&7Vor# zi1lr*S)|!3Obl}u7Q{UNhn80>H#uA$4)|K)Ie{7$eUjV*mwSW9P@jE7Cq#0Fzz zoeY*@|5?$ig^ch4QR0rhvRMArKq&SoB-j0`;L~2yv#ewFz_ip9^Pq9sEqecd-sd1~ z3+7uH#%ujVA0dbuz?%jLD`=?CJX9oUWs%zU#lwx)E85Ho_^kd3*!=tlV6HZ(?e^dT z)yZ5hnrr#->3H-NRqf>Uz4asudW&!q`Ff#uDx`QKQT;S!wvq^}Job(KJV3ES;`FA3 zzsJ%YC1PM*P@oW8MT*5sgN|ZN5;0E32@a3hdT@FMi%F-RQu3^>jvGPQk(OD8s9AUo zoRvc&Jfih;D#ZveRb5N=#)-C%Yq?304)D2M3UKk?+FEyWaX?AP%UOIKt|EaO+- zQZKIhZu`ah@&~4?3%eU)=2foZxy`?|K@>;$R)iGstfxX|Y=EBwZE9@rcmCQaK;%Wt?ufDT$D^Tr*hRf!?oRJEY6r=}KQloRLk0mkZr zvTTXFK}JO4WGq_%>jS9e{jsTKTynb?2C^94D(5f;i-t2&EUuwi{*T6pj zd~tgfV^6=&i&DX{K=&_S&hs1tW*lRWltw*1F&Mth>tDBGBw{zg@%0EY{2oGDeA zkm8QFOnyr*#e_Vd1h@6GOCZu=nBxZp1Lf?_N_EHB4sz&Q>TH{Q^lQ8}XAgDcf*k|b zD%*rio~_FYix1QO)!Kq_JOW9j??xBA%NM$~s6ngXcocTTGsviE;Wl?gva`MOZ8u~` zmPn$)_#tZtV1U`i#jCt=MN!KUFCh~9#wg14qx(2~MEW&+W*z(NEaZ54rAfe~CXwM3 zhoO%WPAV^>wS+VlejYEp^k{$~&wrI#5^F8Ch%uOouzMSw(QZA&@{yLaIX*6T4w|Ty zU_I`r`i+NSK4h#6A+Uw6M!Q|mRIls-^QKP{qjxD#5|>3F>qFp`N<@4VR;5jbs7^?q zM4BwZj*!1aZ6oUi}YQGp1H5D=|zSfdVrkA*+CNmq(+Zj5tjBb2NGA;N2{pyRFIc$-`3kb{GHcC8xy zz2)Kh6UXDIL6~+~=oCRlXD7j+5#Kw6->Mi-+RN+Gmea|enz+JjWdWI3W8#YAdot%y zu_fz#BWb!naB0au$7NLYVkyVZHrui4wQcGLa}aql?5x1jX2x#QHs1LD0aRzmZwVKd zNVWu3MDg_eCYk#tZk>|*m7d=$?w9C7HO}ILYPJ25|7(xWA?+ZGG`n|jL}34Hw2-cT zftG%x4Z5FEbF+Bg1`)=PhJc&m6Hd4XXZW1Mwm=W(3aQ3M$|l9aWh`1Ax7*$@U<9Ip zoh6-xlB+Wzj+ndYT6PvRY_#=4G_gEWB*g-CJ9{{WPeNxym1BOZS9Iz(vL7c6@H--+ z-HH>GtAg;?w5v8zsmy`qJ2#x4&c}of;#-={<#w9xuFT}MBYg_!4!v*hz7HJ8>dH+$ zvVZLAVHCnjD=9wDw!+cmT((Ev;_C@mh)|h^QYt5BzeI#+A0{j0`WmsOipZ79O})&M zlXLFzdeIrp9Zo$inrM8NYx%N;bbfTN_U=|jX&kSwZsn~=wsmYSW6uhc0P{&4hUEc% z+1HA8tIJ_J9GNgNCJ)Dl-|YK^1y$kA48&j-jdD1G^ivVq#mBIr#;MdZ7u6YcG1Pn58+gt*8sn+0RqmW z2erIv>A1=caza4XE?x4x?dyWs60jsA)5zwQ>^MH62PQ{+lw{{_NEsDhc%0sYJkWOt z0?gFzr|49(dL?n{fu7k4a#Y)BebUWJ>t>JD&5I#7d4(y^`I{ZOe5kCizof%TS0)uy zMfTtyBZ!n^AhssYKC`rvnwv2AE}0^ZwfYpP9Z}-Y?zOS9#-YkVBM(!vYTO%{Bb$M) zt#sdSg(S%1JJ(cY77a=}fvYwY7C5j(-qeopVc`MALwAb!uuO4<1#&X%KF7Q2zM><4 zvDomTjhti_iLRQa_d?wj?q+KLkrK_{Yh@dV zr7qR^JGZf99@T}(@d<#t#p@z+nO}UT-e0|Sy-VhNVG$sjOHVWDTU>bPGjOvhtVurW z?XyfL&S?&Xs>F~E%#BV%prNPvLYF@WKpAw*^Dk6F`~7WR6MQ7mg$%;OxGZ=)1rbu~ z=VZ)}sugeS#}HB2vn*Wk3PVjPM@qwQzuvI|ofLHhBKgT7bsdXrnnv_nKm0p`ZkCWJ zp3>D*fLPS52eYCU zSkGUg@v^1aoTNGNc2m4S8$-ajzP(C8W1InA)Ei)+qAykjA9%7zR!9?7X?H?9Jb<~A zSiuPo16MWf|GiD2c74KfrP{0w{s_`U+0XMk{knphSd@3~sXAYHS$jl7#kYX|@fkez z%y3?~YRYniL)laEU?>j9d@8SXlAks=_TJnA$V4xE+BI=?(&s$YEoZBX2|G~;Tg&rJ z^1l+coHQTAbhAZ3OYD)|R(Z%=Z@iKdixMPHQF>St`imzP9QPnJ51 zDWfZas`!~Ex+S0DnjY#uDj{vKYMpGhl;KB#7oN*xe3yyoS=|+S%^ha zT+f?HQ|WNwr=R8<=F@;v1lQ|6mYeH`9Ht+5>Vht{vQYSvn{n8gp;T+o)BIgR%TApl zzA2E+s1Mtj#`dd%kWbCtBx=%i1Ei8;N66NczTFW3}YxkbuR8rby#F)|adA zLkU(9&qWX?3DL-$x+qhH$|RkbvO~Upx5t@R`+!K0YRWHO%mB_$&)tt%1;&S3WmG>1 zf@vru(h&}Kv@2$B21qc$(7vGpwLMUXGaj9~Ba7*_Oz6L$~>Gm4jXR-F~ zw?VX*xqu--(=V7pTx96iUF2bVS=v9vdcR!qL1LN+>Pe}q$jeQ$E=~I7iyJ^ zI_=bgOmRfg3{B{mB%C-eW=D|Y;pIvhE@?Bt%3hFu8R)h4&t-FC-e3AmTwSKhe$jh_ zQ28UhVA>3Nej+J4-3S^vXIiSoHpg$t%&W!DEUgCO!D{N(oxT$L_OauHC0ljzs?(=y zn)5?`$ci`#AEEd4dq58_Pd}ZJxnx;mu!D+MMkuTXsB)J97YXMrgal0)pS#>1r3Sd2 zvlX!KBXE@VAi*v#;^AH#bWQ0o&7)JP2_YF1=Z@vgITIrkMe5)1{Q|xGo@$w@*$5yG66_b?~F~3w) zawE*}_(>k4z7VT>ks&b~>0HB=K>m^2s(acwh2AuNG;~)I(4BX@By92)%3e^i>VD_q zW6ok_&Vr{ZxB`%Tu#+cY9q8(_pR3ZpB9Qg)2!D#1{+_)BkdXy;J9<`#p{J` zo&_DyhkKR_Ea@Ady)_ZT#Y{QuIfB+XKdJ}M%Y`Z}t<4RJbHaPRNFJok{vH&Uk#@9O zysfJ-494J*5rx}Y2|z_Uj}}A%c+o=Es;gyhrLB8o|Jr}70_{zB zSuRXCUHG53hBUcr{7&uTgBaD-COXYF)Vq+?RNLS1aXrrC?(W{OhX=Ya=lkC<#Glwp zJe!I6{eupO`Y)dpw)@<}telIvz6(Iq4D76JY zpE>&jG4oNTjAclg71*?CBK-Rfy=WeS8fIUExV^Zqs4esrLK1=6_%w{VbtUlPQ5`#E zJY3o@0UdF@(AiBa(J3eUxl$EVN$4OIu!4UUy$vo7iqlZ-LHxo()Wl!0MHf0S=!3cR z@FRy`FsXHKsiP-INA!n)3^h;l2^zZXVPVU4unh;o>~w}!(1@SIPkKPZ102)Zpx1q zwlcZMlhLb-)wVZZ;60+aJ-jT{45nh~ye|?`Nvo;tu$rD9u8Top##jE?H_-F#x6z%i zAq5{4`wkn>ms+c$X;c*{#5I=KPm9o=Ir|YkZYqNNA7o4A_6%s6#&gbodmYi~w>FmdqP!P}?)f&$jzq0;O94wS{PPSGVG}jJ6+LKBV zlVolqZLsxhDSdDXapp0r@t4d`q7wZ4EzbgDnsdCV9|;1M^_&+cpO^}Y&5lgGiwwXN z2#=~0S4uRjOH$)REv(QGJhwQf@TH^uHiT&hj=B#itH{chulsq5`tgp}ClXAsCP|nn z{Z(|WvUv4lH(TJRy{rSxL!m|&>K%H?N3%MJF_E{wsey3y>0|s<6(zrF&D)uCy4g#3 z?0?sJs5<(p>H9^ij~D8TsQwfi7-F{3XM?9IrX|j)C?##vQ)50Q2QEDS z0|?ujJkgqxme&43h`AT0;Wv1*!qjtBVAm8$8dy1&L()2qz+7{}D)~_rex9oBsmB}l z{3g=BtH=^R8KV~Q2^e;|x1Rnxao1+ar3&;ywRvLBXLV{aAaE+VzQ3MfxFSR=qozXh z0Z7t=UYKqvCxE#}4sROzeb^v(KOI zI8~KI{*F-p#~1HP(aOLhxsZG*jy~S=_<{9c1dr>3`&q(g21k5~1{A0C4d}4X4eXMt zg(?wY`?$D%dCDU z)cys0wVYLE-LfqjO#3-<;#Gw|RmM|BgEp||5A>p6Z!>C0R+$T`)L`_9-;fqpkn2u; zQv0p3t$5XBFvLlAhj(mnh5XBPVxux3kwLAXjPr(1Uey02<%g%a88ad4uJ!-L-B$;- z_5E!^p@mWk#frNJcMa}Z+-Y%#kl-$b;_g~pgS%7Q9f}rrfU?U=7<9&Y4VM!tp>TiZ&`n`vw3t5#;KvicVsdZYHj^eX z*x!?wAI#lWfO?&ZT3C;Osv>>2(mT3pS^;B*<7zha_taPcQCcw`Q#Ci0t*-Si*$`WY z^aGY3F4Q2&X~t7H$A0&&w4^?}iZViee*E&Sx9F>_ zt$#=4AyqiH3-6SX64nT5dsHg(_azY39nNMIO|W1UuWVgOh*P$w*yA|7*%C+kj%;3o zRE)9>XoP0ZH!DK?PRD=j)iqEwm=TTuK$UW^p36zw-7hN!q0;8ffmdILg%oq|(z4HU z%VTX@%_?}x+*9ln!!X~YHZha}H5o*6n1a-^b&pSDLI?)d9nHHl4l6>V8Ui}@H7M6) z$AUc6o&}JCH%g5oeQSS<6W20lDn$)UXKexBInT}SltT5)MJ#%-DwfwR^l_Whk_|uc zW@pQ&@be6f`JK6Y;`K8!$JdQeA*jpasVK6Ze(DLKF{97WEC=8i1~Lf7-^V11&HP;Y z*~&RgC8vpt#xW(lM9;F&*u$9>2NqDumTvd6@0ui$nUZrA0v3s1QoywARXGQj>R@Zmh>eo zGC?k^951XXf0g7^+>4+Iep3@NJ9Jm1pO1;nn7}<%r%>Mp z;_S@_Fv~XLpBMA-pY2apHFtRPvL72eJmlsP1WySEOqh+cYG?2XiYf#gka`x0q>Rs{%ex7(}>?CkrHKajQsPeXEx8Ie{M1uIRo?H!G(gJa=?hK9#DktyM} z#t)M|1fZ-0aKJ<`x}q68+iGLJOoXzg>AU?`<8Rb{w*560Rh{n=KW!`1JW+{#e42D0 z-JOKW1*ca6hc@;$Z8*_ZkK5p8Iy2X3HB!bemYT*$MP_?L4guB9mYd4#j79@+8kBYfsZMx2X!nxjiGNTZ3El_V*N<*t(Qfiv0D z&JCpL^XRGW082P4ilx!DfmqVwBqCj3-gY?(2=6QwQwO3Cm`4h!fx;{tw`5(A5O!md zJ633TH!G<);O_pj?X{EOq2NDdA`Pq7(7dm_W?8iWLr6?t%s&V(wkIKUeQ766|{hyj%&ow`L=>LKGm81$A}VXKx|s@a~UhtXOPpg zJVJJ&1!TK7hHYG#If0QEABd7yLClBcu`2^ACdH^@*0|t^Ee>>ikl~QMM?!Rqfef z?gD0;QuJoavG60HRA`QzQRRX3aw*rVt18{lEdH9v946e^?#^cpAN5akaM|plI~72N z;ZP+`k=-GIZ{X}$QcgiH(~^iYE9Q8CRl+`j-78LZ%x15Vs7&vs7`+|c89u-#j;I5H z^C({w9`+mtN4SPc8}LR1W{C4E>JjHL;wVHW7r>R}mEpwgcJ%82VrIRU9ed4_?GY7E zm>s*qiH0>Sb6Rmb3C}=uF^VxyLgFAmAp7KndF(xJKgQK?#g4@wBye*455hR6{o|5` zJ13yO2hcs;!E5@i$p)v#5%w>G$lt>ST*0#p}7dz)9i|`44^HmM7UT^F(r% zI>ZF{Y$HH_1w9&)Ofkq%Pb8tq5oz3d73g+=^xv%*T5(Xr5>aBWV-JkecT}-^^KGz) z&ELopn;BjWbusmyoqvpi@BAaV-tPM(y~1yk$CHi&s@?bq?NSw1ks^QBsZSHo8|{FN zPLF^JTg_iXC1)>~m!!URthrO8s^&iurSm=0T@{z^QxZDlUd^~8{&lZfGh7cdcZYA) z3Ok7?yfwTzGqx*koLX6A(zZzWnh4-@HW~~q^P$rMeF1Vsgv-ln z+bCiJX7|F~?7Z#%>Z;n1^m;WY)}}t{2zhQDow={s)Ded*rG`Zb#+EqWR25HH8dUaD zhCWh<0HuOAn$BR{FV+uyUp^Qq3zdxOb;{cI;TUUTmyLOdROBU5dbT;NDCX^J&#oHD z^zg;=zvA4>-wfFv6*SI&m5#W3e3vmrpqTXSG;Oo&JaCOnY}Z-CBe%CoQWZNSjXcGL zKu09{(Dwwt&yQu^N1&7w|EdTbsj#9=z3BVGKf0N7fb zml+VV42kD}4EwK#W1(|t|0Updbh}fh@63)j+=)xROHtiny>~a6pKz!NV2JZ^^scFH z#FNs>jH*d?BmiYw9_F=JoM-27Cw7X+@p0Ar42IGus91d66Dqo%pw$$c=6&#UXt9Qc z=d<02Y0_@NRI?Ix6-2&y5;o8#kti)HmNY>IS`{yHtj*z=r z` zTYgX?xb%FwCRiPNrHeEfGXiqedaUYG#?M28Wn`#t=$NifSUA?(QGejZ zewFy0U}}Bj`8aaG0@p2UuEUlJaq%sk-g|`T)ta9eKxM7@MpQ=%i|@>8eOJxPF^2a_jHS8|a)B zfu9t9wd45`2fVW}Ysb+wW+IJlBw-}n<)3=}ZYQ!af6Q0gOH>*kGmSXlh0CB`f|55T zIG0JA@OUhjB@f}<+l&R)t=*8^mNF;YU8^g~!3;+zY26h-93vxBDgfWF3b`^JED&LN z9LPT9dg37pL=S8`*{(N3@$wsdsIyeQXTH>#wK zbw-K0L8>itDPSn#DN`s=U1yo{A)}KgOruzSKTM2Y1-Ie&P!Z44`?g0T_>{j?G1OAM z51FhY>rpeqEu_qjdCJa)T9$x#j~cCj|6u8&^dOqnE|p-kFlP{a?Dph-2q3Rk5Y^nkCE*-Q)W(O_@eZ*VcE{V*z#8@`N;M z&6LrSB2Pin3Q@JSJy&&#n2;4HjS%W@-D-Mfu)m-o^*iMUdoW_}o0bO)Z+sVRIdwua zEUEHBnA;6?k*2Heil;kbsF0Yt*bahOH{p=jRV^9A6%1EFTYxm z`|9FZ9Nl-9=+hJ?{{TlQ-?`LlS;U<6=!B$^_T|yfW9m1599p6D*yIOwa2%00`G@%e zx_=k?$_bBG))s>_5#)!F=6BZakM!R=8c}C(V)Z@{M%Ukjs$E+udS+{(=x&lF14SWGb`4tnxGUK*PQ zr_>43vW84?Y`jb0^l6+tK;j?zd9E6IJ{EhRhg7@T7)aYar5~#@j}<1~lKx4N*lcg8 z_V#E1e@>Vq5cQhICq!w7em3Z58k;IU|R6QHr9 zSW)1!4tP%@Rbv_}4)=bi>^!!}C}=~vab2jg8NJ1g`seE*S?**_!8-coKnn``NXp@- z9L%jbr0QzCN(}={7Z>yNfMyvdX2gA7PwKjZDph|cDDy;TKaEcS5(OzR_3;IzQ>XFD zeqoRP094LLW_ULOgKT6|leQyaa-=2v8Gj}1Mmvoe#FXLPeaOtByEEJSIrUZJ)fW&D z^1Z+RobYf}h0knBn5csQ{W3W=5H^^fp$ecA{)|M3R93vR@WvOzU%e&qKCWU|+_@ta zP1h_00Wx7OzK?(wD*Ls)X4CZ$Bn?r+bfmJp;qO<+hQl9na zkX2D;|6jq=Xj2(``{4eBp$eR-e-Lyvadp(SKmB`r=ijvvy_Gw8*@Pp?jkc{9!k*e& zXuNlLHvZ~K>Eoghu#PW3JHIeZ>^v7qOEtMGfZ%aiEs6RA{IXsqMkoH?KUwpm$RSZg~Wm6s1ZhPbbdL5o0B z&lcf9IM>V7K;E67{G&$(DF^NJ?UPleLVWj+7l+E+KT-c6uzOIoD>AbBk=s5xw%gEn zg+{t4*$5jJ#2mej3{jAM$I|r^x@cpzsjzu64;63c$cinQ*Wt%?srf^*a? zB@iK=%PKyzG=0ZYL^M;atU_?WpEMEGw^cbLc^0?{=Nn+wljad`dkw3m3&;omln|EaN0$vcxs7jW{Bh=b zwhqVW6cP-oLOQ$M$r$6?{}6<+DU(Zw3X&b?2#)zd*2orfPSv(#z8YPc2gckGm@pf2 zHDg^quqm|s0=*a+?>^*5Wrv5~V z4kr$kNiazTNOtQ)X}%HB8$z?`=^e|Mlie*Cv0h+qJ!n7?fEy%!W>jBZHm4(?X;`?z z+RG)(=ZqA*X9a&0jUj)v2w)bCtudND^2A6(P)U+2@UTPEx z*p^~W8M!LGw)$_-&esH#EGkb0iPH0&#)x|%PX}mV6juDyZT=+wJX^v7jqX~IJ5J9K zkFG56Wx2UA{2;4ox@=Ol$`^oJ)(eI*YZdXiNzx1v(i7h1_o;L*I{LITkf}{~iD*4$ zoV%!oG;;|~mDd2?DR&qqp26&n5SpBdk6qCcp`#;bOE@uWmC+oLlfvtE5e_b>m>MjbzYFxzZaE9a2F@C&<; zD=T@UuTy4DF2Z3adJ~O5o*KRN2C38M*2nxI$$uI2c0}@G^P}HainxDX%Xy=SiD1jj6 zfbh%iD$RJOPj|;Iem((czy${h3J0PgyxSY*N=K*N3`5JSFuuP!YX^Pe z2MNCVHD=3>T}0a|f)5Mv1hOzbp{J51MS`2v95s4LsxZI$E5w?HTJCZ@EelL&*l2%P zM1D^AR`YrUeE)d!xWv~KZ$l>{Czni6ej1e>5fIS2b9t`*Zfae4ZfgAi0c*l^$de~M znvLoz$5bMp_hlRt(eJ0#b(Nm<#tsif@@^O(LXae;gy0ev)F`-8kJ}7j6sK6vAfi3| zaV^f{Q~=79s%Uq(VTIQGW9(Cq%D!5h{P_?8e2b+U7tcV>iSPqUm1}@P z2R)#oX%i8p7UnB0jXb-OW~$TEoH`mmh@sX-LiRu%3kCOSJE-&02Wf_GB{0nB|G|-p z%T1zG7jZILC(pp zfV)&A2=RpOIR5=zj9+#`9#GY?Y;8g#kNU(io+unmlPYVj_Ib;D=Xz=yt%%7tQd=j! zj_!fr1}^tNoQ1NaWvbbw7g_#(H@p;Lc)e7%tL31)xTp8&jo8z=jO;%M##O^qr>frX zpZL=DWHx^OgW$e&-TR2?l|Y!IX=Pyn9?;SQiIX32&$!h07hSlQGMCK9B-IEde2}~1 z{zegkOL9<(YV58+d40leUp7-Ttw}*>^9nRO19pnBpXkY zJQE01_C$#gp~;L}T#>mX5Iy~^nQ6OtRCplA9dj9Fb)c@mip+vhS=n3eOYCz;ne(kLLnVdRDLQf%e^-BkYHZNzZ@ z?TE-52cWi6C= zAiISq0xy1jrOel@kA?v;^Ju_rB_Giba z?YP%_z;f(`sqt55WdAyeNkVO=&?_OLjIm^G%VpVWyvbdxXs>J;(0qM=17%|&RjTxN z85LjSd~*+H2~X*#4rG`OQZF&@tWAHcFY(lP>i2emTWRPB`Bx26X*E0XWTLzKELe4x%sb7)=3+vG0RW_ zb9sN)zs@`2jItr+Ri?EAtkq>Y=?QrOEY_Dummaab>#2-PLNIeG@?5C+qLo<;g&cv> zwW)N!+R!&|gY7& zM=ZxYcea20L(}6(79+G6ZMY2->Jwp5wp<~{FdmNtRem1yWJff-#sb!f9NliWr#YI> zo|VkAf+F8s5)uf(rS@L8{P)%A8;}@+;9TR|BYmCdDq)=h@d9I#V-WVX_~Hc|fv!Q> z(IOB`jBt`N(^!j4kY255wM>VRgwpJVi*zmI(9j^8x+OU0Y}~r7Dz$cfD`oG7TKoUv zBCWIf(jJN++D)7EZN+?_4qHCuQVc{uah z+@Znzo)hB6|HSY=GYRNuZf7iH{7My?um1Tg+%bQ)qbx&d8`t!JML@VaCH^|$^*MPf z(ukA$a}&EHDyUMC^iS?3(cYOKjlpt7(PV~d8Y+jMS4c{GbJimzvn!OwpTgu0<{#W8zKGl~u|~CC5VfW^Mq@)JsrY^Mu;q3Vz*tG&9J&bhb1w)5`mA6$AHjxITYAtVCPY@o%0QUW4yaX}O;kBd*^GE7K58Ege{ z`q-UQNuPv}&k2Gf`P1a=& zkC$pDgvp{X?n;gXF(#<=h{&POxIk%_23@{)nAI2f)=5ER_`|14=otPhxz{4DzE`5Q z`wWgW-Jv4xatvCtZHz3(pfNb!fQHm+NIBE+j9P#s!XSLspupzNGJg95pdK^M zPoy!bYMKSPJ~`R=z4_*wnE`4oLj09G?nM%rB6ygRo8EIUJ2_w|nccmEAs z;V%xirK$JMemcB8pVKT zby{R2OzTDnS9)dm;I&kp7po|_s(!oe%)YRvcrmibIJz816yh|<_o%HaS2Qcufm&ud z#|;kB9T1!cE7!^wy{GCzAE&V(?QD6mdoS%6(`A=GKQjgaJV=G5izP_&uZ{X0lD1_n z=BDm4Sbj5t8^0VW2ce$58V6t?910x3p_7gJTZ26~5Ws~@g1GjA0@1?Vot42fwab-i<#G}3V-7JgBK=r&?C?8!AHXM4kpm|X>Yqn)zr5==G#vIhJ(G^^f}Gt{ z^DYXz-l^X`ng&xm=u1xfiV|&AvpG7!^tX?-6J!Kvqg^z5S9H7yNA2>ew^cuX{Tt)| zr&brq!i@BVOBYwo=!l_$n&N-tTKq>7csZzNp+awC@|fv6zx8ka=i}0{@0mNOeXy6g z7X}ie^piH`aM!Y;aaoQAv|-2`u)E0pGmMO51Wk_EJJDDXPQ6h3aw)&;0!GvU!;e`s2v90pEZVff_o(@tzrs`}5pZu?)^!q;sQ5TM&l_A>g zGdcspGZ+E7;jg+&82_u*q%0FX!e!QWXZ4Uiw~jGZV-CaRorUg|EL)twqq$$>HkeYD zDJQh8hQBDhXlhk*r$XZnQd1|g&%bHKePS05bu?=Ul8LcS6BNwC`vyiWZP)G!F8Bw* zMrBS#K~FrG$?K8fp69pulw#N4(8uCvGj6u&4A0RbJ+S%p}QeHcZu7+&yUbviXPJHD z>XQK8cH1}c?Z$xQA5(Tju@cVifm>_3VpgL{_u4zV>41hwl8ow0cYe|MCcD=vh88X0PJPa8#+0s|#Bq&%X_|`iH z!u$#qRJ8lircU>_ZLt-&Y2C`3-Y=T=@5M{dP_-I|~LY96*I<$RWKCq4?cA zKI;U~(wZrVw-d)#&P69KTSdT|@q(zZ?bRk{ON(Lh>ub{TArlGu zq}ms9=IQyX1k7l|93z8Z4Adbc9@-t2{?BLJ*4qr(7FH$!nlXB+Ur;9@u~5moqf_X1 zbAN);mE2m@C5hdLVfBWS7*NJbbEZ=Jo)4thJm#h&H2ly@idn6a?B<=+RBOWe=_~J* zg}Ih}U;x~*)x~S4duu?J_D|02TV#`_-JHMsneUfrW>wxNcuL5Wlpt(kIu_?8MSAGc z$syNsk?e?0wjT4j@t7Eqj25!)uXwzctkm5su#W&z(Z{G+W%v;;fE6Z2O@QDa)rp+O zbklg6d+?6!dlkqZ1jyfc@CN!KbG^v6|& z{$y#wur4n(3Bzl52*|5DN;=%yLJ}fQ4g@M9cLHpiW*V#9MzF&3fr_UC* zEuGk(YfC^~Ew7g+XBpQHU;FR9lB)L-(OI4;uIxDPUQg6oxYoyKhrMf$v?^vpcu0-+ zRg@3mMWprrs)+ozV)9={L}mh3t?saIxZ-2gRYD-w$ zq6-hR0JcBrxZ0OFTak`)`b_dszMeOF-a1+f<}O=2aYu(03X{V!BCNf@ zp~#(R?6fbSDXkdjxA>lp%uq$4$qU^oqK`KZH`~LFOfM?Srh|J*qci;c#;zSK&W5Em zBpxFpN`5`t<-KtB9C?I5fV`_S-GswBa9oI9mw2!9=fs$Hd(4?Ek5cU_oD>eRMLaNv zI;gn(DLdMkot4`gqQ_h1WKAzNI64U!MNY(8AD$FN900FKQTZCL@DgfJu-uSj{GMmc z(N1yOt;hMQFeUH?J*j8Vti*C8JbZ+=p87st2FPzkZAy(9G7MSpl}W{4B5|Y0BHw&2+BI z9dkt+N`tSh@3ns&Q840yd7tWmPPKg7p`%G|Nz4*%R3ft?NxSprg0czJy?pIS=OoG4C+!qP&Ugn4H4Pqy|^>?`^v`_k$3h}TdRN=uuaVKAOBpQXK z@D!Y6Jh_6ux9ZI^Cfq)k_FfwV6n7$RWv?&&xMk#?kn8aBU34$NK)Mr^oNYbvC1Y`t za{Bbw7&N!?@mde(nt^1~D^_8C$&W(UPK2nA(cZK>He457Ym~8qTfu?sjI;q%j36z3 zwph;dQg2M4EjC$k72u^4_1A2B+h8!mv6CcWrTWtvJsbH`UrV+0L<5w#&((3NMiny! zOmKHJZ`x9elf*5z^4ZcCRzba96c89aHfk25tu2BD2T)Scs(iMhLdkcG4KrI8@Xgqiq-y6E z7d?e%7&eH$utWd6Y0h6bqv}X_FCRtOlRP!5dsm6Y(%CrjBvC#9;KC<43%~g()dF`p#&7*dDORU=4{5Vhkq2WIQFiu(VGc`4NyXk@A zbl}2vn?lO$Ff9!VsC9V~g?w5IlQDxSb7CeHFnUgv3@VuRMZr^HN%AA9sZAKw&j^{O$X=ZZ2CixKopmBMU2+c-Y`4FaWrjlbEqq_q%6x_A)tVeWkf}cG?>*kjHFomYhPig+Swban<`Jqtc=&`jsgzE=wmhZ<# zKc6Jm*Ra!6X&g99HYj6NQ2hIN8cg@Fh~vYUSsl*$55}59^}>@568tWo|DGS|x*spK zCEeq*IM)%rDMV9vunX{+=v0IZ7@OmNzOuzvm@)FC{Vrub5F97#bE$5)s_ZYEngNn4 z{#2zDeyxHj9_MFhM*6^=;LAs(e=L#e6-7sh9%np6w5Kn%GAb0^*9xe+Y5fNT7l=h0QH?XgQbG%f2)H zzKfG1_nJJVChZkYTN?nMOnUxPzD4;F2>&|oh@14ys`kZQwU_G$4=4L^OC}q0Et_fB zdIQb~0STu5FXaAH;y4fLc};{ku;4=UpiA%5PB#=mmd2YnI2rg6fRh8bEy`+knQzHyq$Sm-6HEP(EgLzs1l4_k25fS4&y}%Gh%qcep>_ zmZ5AElDxl%f#a5t;|f>+cb!k;iR`CdJ&F2rU6shuU8!rywQ2T{Oe*zJ#C6SYX-OQq zCM#O~j+LOI8ypKHT_xemvo}b=~QN_V&gM$r_GV*);2Q(=5-VSxCNrZZ1%Pn<&3vnX@Q}lpR;l}= zNXiY+mc5KSi^dCAe*!x42X`i@4cz|}qW!(z==k^^Zd%yBFVa%cw!)X|1YtaY)nP<*RvgzoW7hVpy2YmUFM$V2 zJ6WB*RBFpSoYc7VCNKG9zko=*h!!I?gI>4w@ZNZqum%^a7V#O+M#`{K8#>3sn9^f( zg1(H(0U#3YI(*rD_*SiRA9&XTuPG1h>Mla--SdRiJ)>vLl| zKxBz1ott_phs5!n;z8_q1~GWnAwKIF`Z9NxQReUV*|j-`idFTE@N@N{I1JE`5;3qH zZJ{fU7#DRR2)2{C^Cn&wZn&Fm$k88goB=CB0=j-gOr=}L4DNmO!uo(4r|3c;QsDSB zOo-qWc+8;%y_K2U3$;`GWDqo~h)RI$O*RzMh|D)(eyM_lBK5NAsG6tbeFHU8RgP{L zXb+`AbYd^`b!%3Wr}qYiW$M&3Z^#oJom3q4j2fQ1e@zb<$`fWdk4PZLws|$JO%AX` zD@uw@ecBimG+!eBAZ_JIjhelv^;?Y~fO?V;;cN(^?lVEupg>AJ`KD|&YLnrXdZRgp zhz&w8*Iv79>mKg@7H&}>jW*t;)w|nHCZhH?NBQ%Ymt3`uXh-Dm51#o1bI$fL53kI@ zQ=Q;Vo}zwEDyb=QK$SwZs_KdUU0Wr#va>5Ss->bY6s?-}I_ioN^{_NZqs zFpPZQOmE2@`%gtW%_;$6)VJG%sK?xC&DkQlURHAlo4ZBqHAQzP(sn^Cq6agWSs8t+ z$WOR{?)F&ReSf)*`>%+7HY9gzYPK#P=lj+61~m<7#P6x<#nu!3jBh>1D z*QXvNK3td|z{3qy@fCa(TD9!2&C!e@a7X#Q_*!IURVlR+nuvjPO@*K{0f9y@}-tgpMRFEOk6qr?iVWRkLh;(&EJ`6t^c86%olWmOj38#^Xf7o{SU&779^p+d23n&nlHVM>qGT&Pu}-Rvp_1L zodIb^^g;jvw(xKvI?yw#2|K)od8aevM1HlbgEiCQET5B8+wzG!Uc-d10zGHiR<4QI zj1Q_jmeLLynMsLHmu0WX$g;3pNo_ViZ)9lUP9Pgc*iP~Q=W2hB8cmbF6vVQ z(;<~dDl%C$Vy6%_4tUh6ers!Rs$37*Yd*B)K(_OQ=j{#aVa(lD3n3}D&E>Jh&*--o z5G;f{3V<{(1D}salL4!%AMUeapl7^}VS$T)Qs)UbOR#dv#a7}CKq8{|lH@WyV zi}%1)x#>KNWIQAE08HE2ZmCR_WO3RbRLg*SM@OK#a>sdiPn-TvWCt?-2?72l@6*Uu&9 zfr(mLnST((pLworRkE#=bItUF`c0_ALhl4fS#MTU8?vZ#d}E=m_{&INyiCa>12ZhTB$k5FR#1rG+kXxZ@JvSziKdrd+?ChZ2%0<-36ewQE2_HQeQ zz`DA6LuJZ7lb5EF*t}mjCK1Rw%ZtYACu|cvYf`VqFaeZNFSbC5-Q`GcJtZzlKw-Yz z(!LS~%3_Dyuj3(K#fB<402l5q++0DXn=S{8bkTtESH%^r+BjK`ZqFD0X#`{io_4AN zCro;6KP)SP3FOQ*D1aDVW*gOp>%wjfgEmSR;}Vcbt|@Yb8U1^-@;ezt8o(3Lo6)}` z>X1$k+E|l~?2^z3{$E&BwKOS&B;Kw(rW*wF6Yg9oO_H(9-#laI8IVd3G7K;*J&Vu{ ztCXCx5OX?~w1B_vsM2LQ-=bY*7c-NN9r|)8?$&%8yBg~w?f&JRb;nb?s|a9XOa36m z{sBG8-{tXAYcpcopw;{Xag9T}VZb|JyI;vl(@f%-P*TctOM*!?WC*fKHduPxwvZETLB9f{6vvS0BR}TKsuew$?MUr6=IC6~%m2Ej z4?;F8BinBX;bW70Kd)$3u+&8%Ng}f<`$d&vRF)*B;CZ_Pre|!UFHcZkJ7TtxF6}A< z5F!xZYf+QNllYGa_y6fWM2cOw$FyF=P8`kciO#IUNcOXL>@gErE=e_xqh!QeGfO(; zmrca;b{-es;BOdKNsss|-EoyP-QW5fY$1Quv&DAyqL5DHnC&NA+c-!R%7|{z*xy=A zf#TobhWgu9(C*HnJNDd_-~9Sjk8e5-RyJ(*oyHUGn=R8^oN6*8iylCtm)u{Szz6YR z!U=UyEfhR6_hne0+tiVoN|1mqhEA!-JYwzEgzTwcLJEJ3YJ4}*iR%}t1?sf8e3#u= z+w0P`vf<6(c%$ySfcXYgx=Fewd(rMrumWoi9bReyckVeu3;u%CA0`>J7MeF++74^j z%Z$Wh5(mW5s<DtS66wknRu2j^pG+id$DLE6>RLV?(l2shssVAFukWNr0L{CoxNX zw|a`KWC^rLso5vUb?Ce@kr%O9L#oQ7s**d>X85xBpx@@}wr=q~*?4)vc^3~1WGE8x zDE4g0Fdl8l``zw|67O*tgJ1ecaUS$oOo623|8wg)rOB4nWo zKmjXj=C)0`wjTX5adJRS(Tz7kM14n0_A48w^2-QbW1>v!+r7+|*9$zy50YdBd-kGs zs_V%~jvOzTMM~QO)K|M3pS1zANU_^z85fzSu?n1XYR#X=BRkjFA0*`ZQ$$`D)R9xw z;y)SIO%3SV6H8=9a>@i0gMCHPZ_4#U zYfVfn9UTcNq=j@*XlkcSRz*7Ps@Ug}2^3_K7oIstYh^;_zsUy}!1)3FCtbiFGMu_A zfC*4QnX54R?LjSlwbyQkkKQpab-J3CVq=Y{THt(@`#^fZeX`6>IH*?06E9XYRi z2Q6_OQSk8Q*`N6lhg|>Z|Jna4o$-JC4zYIv_siQKBKG3{AcVR8e7#%q_Yx7wPyc|h zswz{0v^(}^I#wUyI|%U* zcr|p|yp&qt*mJ+uWo+VS&$x{0*ef2?R4Jp)zYb!=14j|-8o(L_wnsUUmb=L-yqkV# zOrpjY^Ez0WFKk#NxvjakLtP9_+3$pZ4RDRJ>G0I0I*??4F~WlLjGDh*R)K9p3hEPG_<=eRC%4%cOS)lG_^{$5oSpQ{KPxQ@ z5x%^4iU$2x7APq0;>M3dl@?5*;UsAQHk7dLWsArn?A3ezD#2r5V)J6V%>Fy%Ed+ki zjVhflN~-Z2O}{#s?J}jkwOIF4lDe&DS*czR#+hXMQZ^jBi;LG+tIT$m_VIGJ>eGvU z2n%8vY!Em*Z9DMF41WN31fJ__J0)lfm-@)vI*1oEFIB-T6Zr2`#%d7bL7fS z5KS!`FSBzVI0Y;pd!V92*GnJd7iBaqxGGH99z~Adb!pTbtxoW}a-XX5RrYM^-l?ZM zn!$szgXq0r+erP3_A~^NQV{uici9?z`n*-sk3TF4TPNHo_=LQr!XE>~oLTiSy z_q9kPMUOtYD0yu7fVuxlnX|3nEl!TQJscva`@ajo`QK-^et4uy=54RiJ>oqlQuY)S zi>0I#Hw#b^(#f~|iXd!fC0LZN_jOQ*POj<=f-n1D(bu-CX@xj(3OER4`)8)ZdD|Ds z^eAKf6st1FDT$Vj*HN%+^M=$KDL;6#Il8blMu2-ETrYr=I~WaUOCHvZ346x#cKnbT zDX=pRIqO*yxq1;lI%cv``3q0`Ay%X4Fd%;Uy<+jha;o^3;M1daRrTc$vCGsSC9}ek z1%@lBVVs7m?5XB`d1%goORYN*2$zjQsbivnH>JZAn-|iGR0#4iYl6WM{we0-@z*XW zODh3PFhEZXD%5~Dn9FLMkpYIOKfbyIlm-aM4D$~#GF9Laf7K|B{4!5TZJ$~DXSP~$ zTcCj0GVF|=C3d^YZ}#>p+B5lA{jTb3SHfFhMG%z8-j8tv| zrS+|ol?g_CN9+@Y%+q_DeI|67o?S%UjG)~LUpwWD^DztWTuzef_D-t}2zD;SIEQ>| z2{JnHBuz_r!{T90ey01QO4?DZn0O!=9>eD}y!bVwfTdEx8|<%em<@%FBzVRnkySeD zD|(ZZ*+IH4N$2^NUcsN#t#@c+f5L+WaQexpYNs2f822_eO+>EAPYgxMb^`5iQ|^@L z;)3#3hM7WJ+HznTEdA9?Ij0ak^}f=P%y>KtHKZ~`8`EBa8 zasQ{d*Z&Dd_V3RHw;Bt%<5d(+S&{x4D5VA_Wr_4%v$fn;Mu0`;jv0{rjixhIvh@WL zwim_I9B~RT?>ax4#IBG0Fx)8xo><8*icAVe7UJkNqnBhi(iM~#$RRIcn1{6fRs{fK zy(E+dAy`8Brd-eT%{v<6zBH0HeQbH9WGiAS({eAi)U93-DvU4(w7SUYwI6EXu`G?9 z2FE% zd%Kmpe1Ut8>-jyNi8S~`AKG!ySpYpMg0^|SsP&;kT0zopSPFfx<6zXq3%FfI<3A2o z(cBN{@?*}0Jp+7|MW@s~)BObza`)t(TYivU%L7M$541#$`yJlgR}d+0d`}&Dsdjd2 z>Pz`ti(+;L&%SC*tTs0IYUd8ottg6*i?oPC7$Xp6;6IOP2pWWNSTd`~3vef?DVa#) zenI^I@Qw1%@<%iaM{|e^*uuo&zc!srZ9k&@w|x5l+7uRM)AR&cu<5Fr+FF>ouxYrO zy8P?2yn~6A1)GkIxr;Rg4;Lq!oP~{*wF?CoFE^W{lf4sI17u=m!6s$lW@Ba{3pVj& zQ#NsNu`r-u|JTcif=$B41@grLEa~I`a&okAbfMs9lXrBn0E3+DO;ARy!1TQnda`pPfl@yBy5CVcm`J;-(OGv;QC`QTk z-sHn~{34BYSL-TOq7H`4W4eBWAF6CM`BIKD=%|-BZZI1$TGPPTu!ub*$^m&|OvM z^uIt{t|p_T?@`P@%OI6ZCe_FjNVHpM9lP_|Uq%!8q;#^A@6(ZRJ?zqOHa{BdRCh2} z2XR&Hn-*tVGM1`QB(}3(?J7TJ-mE)Sz)0(2(BiOu(Jigf159(Rjs#3fuKHadS#7n> z@W?i23FtFo0}epT>edSQ?tXdGHDas^=Y4k`fP;Z^bgLD#4KA1+`3^fGV=I$Vz?Z_L zwBuD-+v|+gF9k~hr#YEYz^lTf5>zldq!bw|c-<2(;3-VVZd5%KM%{Gs8+iG9Ry_JU z7Hwk(@5sfP9&R&C2mpn4!uX(vt~?*IPcM>fztMmN=}_m4>^^o@5QC@D!5dTUjA#<0 zW8)h>Rod^C;i%XMEJs~Vg_>wq0+r2xIAqY2-~A@yG^<8r5^{9TPewRYbXtpapO6@h z9mx24;6CS%J!9ZmLi_Wz>x(hCYFq9TcqTS;YklD?VN(n}JT8kaL1)_1Q9SkDNCZc+ z+?kH0Xq2J~X_4`G1pAjEd`3=@A)5qJ1&d}7h? z4A$Ik{>MI$dM`a5?F2Kw`0ha;dJ|paC8yH=noG3x5BHP1!c$JA`=K+PpuB{af`h`- zbVLLiE*d@Mgh&cD+H@Kzin4(Mr%s%NjHRHU<)pHP0;eu0!6m2|+M6+xVidIF5$C{^ zPi+brI;7lZN41^8N6){a_}!CHvyS}nrht7p+0*kY3hrnpFC-%VjYQr4908)Fy$$KY zjRhu|M&eJ2ynR8-GZNs<_eft84Famh^dPJTpu^X7GFcDY%s{?TFB z6c}*=IR|}GGEL5Y-`Ik^Ey!--2DpJnBj5-A|`KKfhdiRhmcYtz-&}1WI{?gm2V2AgM)sP4<6VU6-nEMzgzw| z!~1R*aAy#q6zk(tC1Smwe2-j=0761`wjykQXRa3>}H_` z9iF5~f`ytBVH<5A(_ms5qbJjVWf-$*y`wOI)qU_C)_O537+%5IC2O}wH*DgIvr3AG zZF)b9wMfdAtqivXRew+^;*_Q!Y|Pi4OEQPyKx8SHyU!eK%?;{7{Yvn!ib3YdfzFOhQ3hE0L#z3Wnw1sAnVtjDe^>VG-|#^2yy zjLB6P>MOx0A7My{!bu$VzLu@!AOsz{Y0(dhK56Ii9)LM1hB111te zu0+IBwg^d%Y%m&yGZBukSOi**tiK=q2scL}FnRk1Ty6-cXzQ{iVxzMp1}!HtqW(9b zv#t~H&=*oe{~CI~YM{(l~Om zE$7#$JLS;xc!a)-;R*CGK`%ANeyisoSX?Holm1Z~iP#Onf?L-d<7eP?Jqju{Zlm|UQ!qSrLbB?MasTsmpcfqyMI@J+ z_;7V(ZW?s*5HD@<&U@m^H>4Dep{$A{{}RNB;B6=BiQ=8z)=6DYMx8oCO%>mTg=wLH{FLPnITx+}R@>2l#~zefZVFhPYv3ek)67PsSqZ-~fHND0wG zM7)NAgAy3OdxJt@j(^&}Dd32ir9<)>g!@%cz;QN<0OvJ`G6o`TkpGfc?SHw*@Nizj zV6`BU>?<6Igvmg6}^PRtKI{1PB6v9E9P;97V8No-id{>cM3RCDrE4ULN>qd zvdibh#1?QsHr@qE3Z-9Ie1aga_~NJ(-A}e1;vy?#?@=Vxpd={qM0yZq#^Tz6afEU{ zE$;oXdFCipAW^e+5Q7{Sxj>-f*Fh16Mzx)DrBo2&EhK&I!G!NY(ST+?GJya?1I3gG zOyzb!9nglb}}dTyf0pcpUy5?v^a)>#hp^y^aS zAdR0+m*>>~RP}-y1NPsx0Q(P!m)}1*{}(zsGf0*Gzv<`-e^qh?L#My$^xsS+1|?Hx zdsio8Q)iGGFY4hUuIvKRq(QW}G8+-wzeQ3S#`b-aiaB5aVCH zgL+hOvNu*XbO>_Q>j+;OT0{sF z!_7H!wk=v`2(#CaI#0uNy8Hw`TJ@L)sElLa`@da>A=hGguGg#o`3U2!QD0L}&sz7< zs^@G!?wfR=xJSJUw_mRIuT|gkK5|`)y*_VUJCtqe{Alx+-?U>ulyz?VW9xmtAOHR^ zb#d@uxUx<_(30-oW8H8ZK3Mom!0!>i-2=Naw6QHo232j#%@OL&?`sIW(>*x$C%%Em zR22&nET|~;$Dgrj7{3N}IN_5cW$Tx#TbJYkwI4Mc^J?yZq^0z%?5IUtVp{NC#wXN! zv1+OQB^D)V{q6w$Yvpmsu8P#E59L2%b$(j)J-u*3-^ynI1zjQnq}^P<4YIVjSXND^ zeDAw9so+u55KCs!P35WIP!Z}4nCmQ_ZI~HOW9!`jD5}cA=WYgqVPT@eAF9r(j*NE# zj&9RdEIO;fORdi>D(-ofuAnX^2%*?;w;L=95oVyKLw14B%_qu7mEzN}ZSTU`S7Z^ORGX z`TU9!(uOi1J zc>X+eZ)1*@aZs0B(5pgifAlx>I%mA;{?K7o$gY`oOPIEjq~x!}toMF6Mrcb`C?uJX zmXyd_U=3*$#BqvD8}O9*$-{kly~%PEww2p^ACY!SNuBp6PTeOdCyL!J_)=kYm5dnQ zO40nZcE=d%8-h!We+x3$tO(B3q5=lZX&#%kbiGv=?$qa`s@!KD)uJ&%5QM0SnfJB z1P9A0DUd?ric`anQfD+NY&8TBEyp`-vEZF~a$-e#Zoxn^4ff}T1{(y$DJ8I=y?Ihm z{agZ4Rba#AdOHN$3WWQOFDIy&{JP;9fI z7jGUPNaRp<2Trbmqsrei&UAgD%m~-2sA5WJpQK+%=9qT6s3yiTMrie*!aCWxIioSr zp88l=AyfT^Czc_RpP}MdN*y9@NHi3X2pJ-Tg-w#9qDiq^fxM8>LMXxeB*TH4(1MB4 zQ`VU|P~yj#bGjw6Vnh@ln&7iILskYQ`Ps4}c1+Am%8+~AR0cb8o{%#|oDT+# zL13^n6}4B&@VwxJuaG7TrHoZ`ilVUR3rFv$*0(mA1XMXxN)M{h@MX1m(wJ_QOX!MhoJMuS^|S?fNhzL6ik*i z)G|2HxT4tk1lBmHz^oyc68vw23gO3Ih)AtVSt6a{0N+C@h}bd~m;$^zs8f12yuu<# zY#Mf#3Mvl{qjD*J68>@DFsU!5dI3hvgiP$bqU7yfDppuyWWzyP2qA#}F}N08D71e6 z^D%Pj#sUoGErVUj;z`3gGI9(wV<|kFpNbQB2TqLb1z0SG@OG7iVMpynDLM)S;;vQA`p=7GLayVR!*FBMj?Yb zvQl~FHnuLj{@D+v&Hax+ian+2(G(nl){(`lLoee2f8D-Bxrh_lZrIE3!|Gj-eDd9E zPO+|kO5grewIiA<`Rr@@=I#3Ay>N!lj*;8YB>V>a0Wavov|o+>qrS?rG;4g8SJ*!2 za*2!`7VnUqi}=ZXv8CUC45qgS$aQXIx!RKXIIaoS=dQe=h*=%H-IG7{85iR9DmZK% z5ULOH=RE$gGn>ynri(XWN8=a2y@$l>wZnD;%jr#^5NaIcR9bt)1W=*a*kr9Oa1cDL zl#S_$m(z$Hl2wwRJow)EGEx;W>k9Tuqym4|wD>FTEP}Jq|3atxt0(Sgi%mP{@^8fU^f|Q&8nViaiSiUW?*2lvS2hI?G*+L3LFIt0z`p>K49QDU{L>}!N8=z zasP`}0;l??%qK9ga7!@Af68cq&VM&h%YSSCbA~7Y{~s+DeELsmaKr+L|IlFPf2)D6 zXAMjk4CeD^=+96v(9qDZurP24XkQTE;SsP=P?6B^aR>?Uaq#en$ml7FNWPKc;Zbo= ze`91~Wo0F#Jkiq{9ff0h_f&z`+-vRt*1OEg83H2Eo1{Mw;Q~>Z5>=QTy#3x7yC@4tKuz>r5 z^1&dHp-_mK1V5uH8bXseqA>?17Q&DUHTI(`&0UeP7&!&O!eL-yVdIcfP*PFTu(Gjp zaB^`Ai-?MeOGrv7tEj4}YiMd2o0yuJTUc5-ySTc!dw6;UhlGZOM?^*?C8wmOrDtSj z6&071mX%jjR{dyd2DG%cwRa2*4h@e0N5{tJ7Z#V6SAPCl-QL;V+dnuwIzG9+xxKr8 zczk+(`70Ob8~V3c|0UV~LoQ^HT%RBzAt0gu$_4((9kfFrLqZWVeMS*fgf?_UC1DPP zK@&CD{LvYZVLu0vz<^K_G(( zfIS$rS0?c;6vwaDlo$nICBCYhq-+(Voq)+G&HbNGk_kmdr65vU6nu*M@00D+u)|>3 zMeTgfJBZQ6ECb2#6Q!qU2r$qa9dNhWGm(14D*#CwI`XIyg5TygJv?vk&UeFx%E)qA zo!;m$?GtG{c}xD)mM=QqmzM@DdYd+Z&Ug5ynQc$G+iiOm=LcEmKz$0*_{lBx#Eqk* zZ*%LvH+eye$jqQ}yTjz!Xe?swd34sN)2u!VnIAyB*9~<2I=FhJ)avhTc6;o_N}|rA zwM7x5-P8<ISpLV%x&&=P?5?3QwH+fN!^{!mc zDG6fZgOm(>US^r3^A$*6+%f|vpjG-Pq04)zu znDZBLw#lUn+S{75O!c%x2`9Ja{Y^J@6Ry`J(A$-M;`!68<_XCACY}{Nh*xU*82v~m zw3;uEAh;eSe4{OBd`jGo-obnoKD+P_+lKS&7SOu(WWA(Ez@kt;e{IV714c8QMcD!| z6>ZHyN}2eiF8a-fV)z@^JyiEn_qvd_06`fUBhjg<8J5avS#JF*80|?o?7)Jz+)LUpQKq z5zRA*zkJIT+cXy6hfbz_Lp{YKyJUBeP%m3r=#0zSo|Q<1M@wAIwszM_)p43x=neq& ztEE#rF@<9$`VW}A=Id}H;Y0JA`m)YFxDp#e=V~L43;gB3qpqrrPgQM|)Fdtkx9u4` z4)(8>j?%4$+=7GT7zOmKv@OVI*(!o3d8dc~ z=k_MAKNzT^AKCTYl^SD09a4GQ8opzVg&WX17>Y~@u8$~-~ zl{QqTYbyw;_xV`oAk)&+(MMrjLitNLT@c@A9<|KbdEAhs&8;BsBGW#?4fw@(YadrU zK8e)_Zqo3I71mhVKVX7)wF76a- z8cDqEL1X*7+JpJt=8K=J;0RHfFtA_x`?*fvUex22Kydfu<(VjQ^dqIfoJ7wtYaU=+ zRd~D;O9J0%`l6Pko#<4Jrt8Ruli(w|{|5@4{NVZC#^*fda=Y7GMDD}3np|U{$u#Httdh2_g<)(lFwS9N4DBk_hr60DJ$5=4K!JCy@R;%HdyBz4~jNeb7caWOc z(s-Imn%Czb>a%PZ?W8ky^uPzBkV5LWr$^ElCriVlV$$3sL~tM(w}kbYxaA58lB^TD z(Z%iBT|+X>cm`_;gTfk{m&?e=gERu5XGpr(!M?O>{Dy#_0G=Wk=M1Du;QN zR04u-PL$dhXt|JudI}K#fazonOHb^}Hw^s&>x8x{o9m~1^XERd{g~RGqKEgu!R*PV zFf&dg+l_Gro>N;$-0ZY1*|kqV^RS)=I6Gqr^Zksbd~zBP>V4xRyk;z?mBCXyvfJ6yh&wwM{B z5|jk?@&Bssr&bPW2iV(_!l|5$=uCQBE`RMvNA-;Qg(4YSyoN99lJ>In*5Ik;ZEoB4 z8D?bvjeCUyqmX2LhCF9MYASajucp%oS~@p&2O&Jrm9OewaJM-m>P`0yo~t zi5mGLon6)emtESvnOVOZ0#^QzKTWr7{l-uIkJGU<6W!kKXP-V!hz81J6@!+x#lh7! zNWoiJH&kHZssn$gUt859#w`qowCzJ~Yz(cf;|#Bhz;u3NNcWhPF^=rOjFa|jC9ixf z-_*ye$FjhNI1UQ(50)I~X-`hJRJdWto3)OT>oy(-ztj6sKJhJ$UyvOHu|irvUCGH+M&#eVcze>U;X8*rl#hP)f365b%jux>NjaTNcl89 z@Sk1?y#9b8=?Yg`{wNerC>$guRsuiH+56yP^LWJ3VAHJkdMTbL+VXhm?2*Q#C3I(I)cqv4#kg8MOgLOFYbKJHd1gjrO zr$@gom_27~5~s{dCwLzcWXf=(JvBZ-i-RSUpLjfe?pS75CB~FJifJdUojW7Ixkm4e zxC3-Vcsesou#)YKY^JvAVV9rGTY9Z$EvI1hDXC68-nJXMgFSixXU0NxM37jlxLy&c-e9<*qbBOl_-< z(1UV^NsY!hn4tV5riHsP{=?M{`-t>v=W@xS5y>P|XsehDo44qv#Ao#oD{kOV!<%zW zk*(axatFNK>xX(ILLXxn;sqzG8Wk>8m{a=hxcp)MZ*e>37;1CTB~Uu7IaSHCwpfq% z_@^A=+@+v}#0d3lfY9c#=#aoRSJfHX{KXeFj&RmW2D^ehk#+e=!BJdBr=dsQsC#@W zVY)Z=`GUg(A}Y9_hXs%LG}cO`A%mQywecl`id9FqQd%Tc9u&CQs_o()7i8&9uo?-Z zGuQ;>$*M(Hrn5l?cBC;$mj}k={k$e_qjeuL#*m0!s!ZP2o2FaX%<_hB`f`1Fd@TCZ z@`RD8&+N>~7Pq?6;_X+rnt-XZ&pYC41j|F&@_t_K*fV~#O@R5(>3IBg_H8q0n&1AU zWxns$)2`lYxyE|0%FRycWZIR=0R`7UuVa^U`ynsi@&u#U+MhP?`+-fz@%wr`B%xj@ z#Zmr#c>H2;y!#8s$L8)$msjmbkpG~aanmU(tSmH^cEv=$1^EooLea88Bj9b->#!>S6T3Bn~4h@+pwB0t4 zcZFY1xW9y0)vL)e1&v9=eZQaPNjCzg+7# za)=9_AvXJKF4H5G_lz>i4Yf`2s|t08g4k6#ZoK~=FkMOZ5_&tLIC$19p-iI_3E?9N z&}$Oc?ijVjgDib?kw%e;L1HX9ccgqzrz)m-cvp0}Z#xd+ zN}CVmmKQ3u`1nX#EH;H%gAc^)*g%R#%3mHJzpt!eq5cvI z0PKfO<)rQN^^cwA3BXNXBZUFJ@JLyjCb6|@icgo5g98QfthqC)G~(A6y)qY53C(uD zAa=^;mN&O9*x^h6*a~uj0di8-%LTl=sNm#>Ds3)CyCNk9X&3L7`SL~V8FkHHD)%nj z!@IY3D5oN3Bff1nB|r;FQ1XX$cAmRyE}bu9b7&0o(F)r!vBnIBu6yVK2DQPpLRG1x z=Dc%Uj#{CpQf<1V-J#kW5$9pZWhWKJQYbBjxKW?YPvx#7iV6EdU~o+fz}dq6B#jZ$JyH zltk~;j>L_lZjGHmF&dR{`|>TCT2iXE;=9BrOCF9Fe$J0^TXFRGfTAI~gU|76`~uyt z*9s!I6r?4?PIFF|ST`VbyTEBf;UoTlz+V<8L&#*SFek}vW5x~kp{>8#3J zAj78$tSE}=UwZ|8xwN(=WkNt=r5XP~c|F$?a7VL?Z<|wT@ef#u?m7)ZOlbH?kbRL@vKUezbDfjq zo4*u;>y*59WFd^3EQ>@xOOV`L@ZFlOTwcT@lh(7G*h?to2b4~x8;XXN za;>_XEtgaaeJ-5c#`ue06Jn+j3tXp^lP)u?-S}rNh=Trmw$g3S`on89oZ4GYwdL)f z1-vxpM9F_|18T~ak6!T+hfzC57uqm=@1rv^Uj6~KO%7@7IB^LSIzpuo4XYY)gNwU_ za@P6CNcPw|FLHVk-V}GNYPZIXC$lBc2N=S!F9m*0lXv3!#tQt>bd7x?%y>w*WDSN(GBBbTJ4giza%ae}y$ zM|iwv|Sgl;FM&+=kgCLP^+nY;kBSvmq-2=;n4`g`n z87->qY6Q)1F0G73j8qAVv~tjr9wtwi>_RwV-BmW*a=R{_Ur>r# zqWSc*e0)EwHCL*!5ONAyzpqk?N~%h$(5~dr%1pLQXu4*2keawV1SUiwPL1h2u8%vy!L z#^=CIZ$-t%V_B!B3^DE;ip%)@0h{-+Zb%*$a61@?!P3b`yBw{GzdyU#f*5m%lca8K zoZ5ah*>V-;E4Dpm1J=#wG0eQHh~s*zae^FM@}&tW6JO$V%KXHS!Lrm^TU#xs^$p<3 zUiDgW3aosrnzKSZ;`?H?8NjesGPni~1^85NR#qYwI{TaLN>cSpb zt(#5UPVWc$%D|Lu;H&V;@qPW5{b`S0dtXEg1*>x27M40*I!NX2{XCLno(FR{i9Oe? zm|KpuViHH{*Ds4{+>1Y~7%VGGcNDcyeB`C1~0}TGG(o%4`RId1`U{aW(jQ8RJrAtn8fwPab4;;yB2L~oX~!fYO;rlfIcwA zcVapI&DXI~ZRr)FuH{=JpOUr80(sr|oDvG;2jY3HWM*tvZSBH2bf+E0<20WrD@C^p zeQ*MhAW!_Q*stXZhQAF#jS1iEu3yJj-q*9vWyaQ2f}TlhAiR135WYY(`HPl?R#Ela z3MMs5g^JNH)pf>=_I}bbQ3n<>x2(KEdy7+sRSHI7iZdGei}!Xcf~BQ2u7#LVy80I^ zNt)ON?cCpkkwx>a*B(ucVW${Vga!hk-OnGc7s91JujQ-$rfb7s39Qk%dx#*nRs7Ac zcV4{HqnB#)5C0mbSdg6tdcgw;6DM}yCF=l7RP1YtEa*M7Zq$kYdK>Ne_io(}J0Dg1 z(&~Krd9Z2d$L#z)C|{)29?9$2r{xcFD`%f62)$>)fSK`f`@0%zABrarXZhLRSMS;M zNw%wu$zmRqm3~i z)lZ4Vt=%}jOJk&yL|evBENgrMQZYKbdL#{)6WG`}{-R?*PKRp!A_A%8yvfW<7>CRZO6L^ai+2&xQs;aNML2W>YmCZI^k}Hi95N@dZ z7uE{g$<~<8I;KRR%x#hfdg;LiFH>1Qw$M?JPW&`l;Iv=r-parXvKq%cMY79c_hS)x zcN|4Wo7wj;8B9(rXe>N`sp+h@HCDAE42)4u9(lqvXL+1RqwU%~4aMAVbT$=OFUqYAj#n2q>bMSw^)$3EvB7VIFOS6Ah9uqkE8A( z@A_C(X%5}fCMO#UB`)#begi+;Y{U0TrKr@Js5S>Jjn&YyUgK98Io4xtZ)?*wE|Mkx z^?evc6+zg4i3Etdc>!MehI*;IyouRL(pW z9r^p1iKKD?cfJlkHnV|E9vFraQG?Zh&!T$9LNHt)hsedblM=RkOXkQCm=?2azjI z6tbMaHlNMn`*$l{+93=m+vZnul_bsq8i_UO-8deCe631bUgh5rWkT^dXcORl(3E_h zoagVfc}sWNDxJ}1{YK2=$imV$#VHZV&^jOE*jFb2fae+yE!R#(ri= zvV&V+1mi34y@=Zv3TGv}Xr3{x{(#xWB046aKMee3FY4^>G+R2B<$TqSBz9yh2n>#K z>x1+jU20h+UL9jK#PS_i#m9 zV#3F<`V3wIsJdvj{;_XEt#45NFZT-}LAk0^jdAo{N86<|{-{611v1?`m9cA|Y6R`6T)fkzuNW+GUPKSZaL?E}OM3CimKO*uWRINc%*|s}9wB-rj6?>T!sCXC~Mhn`b;Gb^VJxm$1z@yz=h>zAH~{Sweve_6vlccxT(Yd zMD7pQsh>|)54a6Q4;X;k5E)?urZFI1@ItWOgEIE~p!1S?gOM>I=-#bU`$18=9P8-o zNKt4JGsmvvK?>m<;4vP@%ygP>RZ7uRJH?|Vj25^g6tKKE%H#OKS$8X+v^o9D2;sUa zp?FG&*>MaaU#io)_~)tG$@R>S6PDNN3he{oBy^2+(dxQF>o5_xnVTF^^B~95AljPSl7%#ld+I{T zVga7d#1dy>zP3ycKv`ewiiBSIfne5h%BE317+KzcmuUz(Tu$ zlMz;Mj@?(0cy|kHHNQ&X^Dnj$IEN|67$7;vyqZVdpGFjC%h>;bR5jg<>7}}#xvz@> zV&fsG(kL$7^AJ#U8Do0WT6GY3`Wo3XtgafMn7yyD`sG$_bY+RgCS%za^zo%69C|E?B%DWgSI`rkxBq})X|L&IEYF|t6v-qEd}_D@ z3J3m#SSxkj-k|B~S@kJP&7qv&KzAxV3|&!9Jxol)aGQ9xYz>^HiGzOLsW@JaF0&2; z$4T7Z#!vr-q}QA4s&8Yh?egjrVYbR4286!hsJ{bo_z3z~JeNI>;{^uG^-E!&t``K}k5?32T?SD}n7uHZH^fiU~Q) zqGQ?dHsT&V>C``FLp6=)aXd{ulB)iBZucK^Df2HfX3Quij!Fn331-hRupbt$K*5{SJEp!`T2JLkPF~Q z8Va#0WScDz&z3aaCsF4QSfmXDQHt=ld7X8M*BmM%;MIt=djIT{`3}RE>hIU*T_P#x zTCC zSGBCVba$u16Q1K?8)hM$hT>U1qC0V`CHKC!z6>3TtKgH!bca zJYdL53^fu1_f7*O$o|S1bHQ2*uE)eulugKV|6#ts40XxC-F^X zQiFHS+8HEi%RgW+1LTWJ>z+w@3V2Cg2p~_qaiET8tf*ROYx`hKMLPpQ$;%bY!qiuJ zqETF@8*Y=s=PlJ-2JQBRw>05{kt6VUUZ&%mhdQN4wLrkGB||=(#4vA~0veC+7TDdk zUs1UP&aPwQw);v=?Tknp@P2JUPWE(k)&K|S)KAVR9K;F^}6*}t$ez@>GQRy zygy)6=RikE$7(CgmVS~TT%qCv69jcEPH=BCK=UuN1;}YL783k2QVK3UAShr>NqcW- zO!a3q!L-xB#2L!B4}di))v$60Y@?@=Ttw-1Z-AhO-xfxhx665z7CusSR zj$B;%_TGi5?VirSQSy*Dv`^yS7@_Uny;W^LX_PaA7RABu$F7C>vpnZn3us@f0zNiy zrGJxmGGZczTm1k9#^H1D^`(Vb$~oa?EJ=N|wegsBWm0+0YLYMXqUG@wdVCcu%R5HD zg&2$Na%@+}=X|r;dx@(^FC<;Ufti#g`i=7=ww#jdJop^wRb6~Kd!o#i*cyi!$lRmt zQ{vM1qDqL{Nf8&sYwrmL`Qpm?Rz2ro!%J37KApIFyf~z=?{}8J1ybFR=?#+2e;IXw zrlsjtn5eNw9Gv9|$eViFB=N|b>tbs0YC}i(JfQ0#t`C}c`M%U>`EX>TXqK#NNq#`Lqj(hO3=~+26wI9w78#=mDh9+4ji@j#x z#Gb9VE070-Nf_8*&js8fI)Tx}4uNnnxyvKiG-~K}Cl%M$MpTW(xDw9$Hcn>@hs8Zf zey%s<@`kJ;H~?>L@%zpgnX-((r>iSS5}Sa)vpn&f5HKF!Xf;=2_RncV9rDUh>TV@MoS!Q7o2fQff1&V+P!PwQ?ow zDy{3D{rYi>fC&eaNE2`LM|*tMG*U6)?UR~ZK$THjYyiLZmhr+{)Y^iJ$62$WWrxO2 ztTc-R^Uysd_RbGp0SF-m_#e$-HeZos;O@+78&Bt?vxZAmeU;RbzuC^oXbQMHaDAvA zevtTfEbX)loJLYU!(Hm`;Yp##B#5xn3uF^ z+MR1Qhb609K|U9Abr$UuUg|n69jljM-Hl35WAV>w`wff^{^i}~zpxqj$&QP7GyZ@9 zAcD|h$3F}ENpaOoFu<-^cc4F%8akj@;5}Q^#-TZ3xlv-*5{3qO&tPhlOkR*GQ^*^j z<@uxZ=DHgk^&8<8yi$ZL;*mQa3C^cQ(H_T>{pa3GyN?v%t&`8jL4dOvoGdRZl(MGKEI)YbALb6ep6ljieV zYMdD7e#cgF)&q~l7eJ1~VG0&k9jahcW9yZ%sC5{W(=`9B1lQPGb%$n}N1EWg0+xSY zAlsGaGVw}Y7TJuQswow@F9IQkCHqR2$qK(!Kd*!%DIRTHr}iDNTebO`BC_ZSahbLf zLW&r5!9mi@?cI#gBA-(xqBsfrQ#*B9+$|yZ_xf?1!Z-ePMSdhYLLM9`ccO zIYj8gPf!5uB6ngTRo}UEcK437l61$CB&kX41nTGP{0stLp2xauxiE=3*@d-?)h%$R zc#vu#yzW}tO{&@0wP?%%(;&Hjeya^;&h_G-@3p*4@nh|9;A*-mGkM(AsqHuksqme4 zad@#>Y4J$et+83Z;nAE#byq2-e|3 zvVvuYYAIk>oTa*D{`J7eVDA%L1tsrw9&KTB_rjj~t8dK+(Hquc18Ix6PTt_{u)EPU zOG@`}d#n!>VPzNF=YlQRrMnG;4Pkf7Z|O`;FeN`cC2aCSxz6*xb5^H!$Vb@J@~@l5-R9?!L;j$;yZ`%4 zsfwdWE&lfY1$H!PbA0HK8L2$Lb_XGSRK=FXIS2+^iR_7;Oj*m!lf*rR?4De5A;^GoPU^h`?kKRtr;=3ZhY1T1Eb#~uO!~8KV5mUy41zUx6yn(dBg!FoNzds zxPb3@0Jz}gZ(U_&@G3v=cgGLGL;YzUe_f|_IDn!#qWvnk7m(ONNL0P$5;*3M08HsVp|vL-n(gmdaOnwW=bIfiw{ewerSs(iO0m^~zAoXlur zn)!W;py0)=MpkQpj(KwxD%7C&`==7~pmH({yuGbmuG&j*i-+`w$4@spGC#g7pZC+Q z`=v@J*%znceSypSuwZo6k za9+5+s{;X3iUAe?n&nYMUw||D@(O&Pt#Q?tZCTsmSHqYQmqy13XYdwEHI0bM3CeXT z(V-OfxM(?M4oS zBIYQB>Um>_Tu!GXdWak5-q`%n-%x){bcJns_K#r`C7;UhGmQ?VAiWtrpKh;jn3 zdDuN4LrOE*cn-oWNz_BCZEZ|71GwH;^vbWCX60*7yuuJk0*UoFapU9!E)(^Xi^SB{ z6f)Rnuff}LjJdF0a#m*Z5nRmXeHcv=h`ifns+$jCW2oM$&xmpSF7mD?)SOjuMmH8r~*f~M)@D>!U(bT+tb-me9xcgK6*uj_ffn7qa{Vs1~kS_UA?_MGiB1rin znr$2wliz-?oOlPURcWDl7@q^1dyY+`3_PJdZ1l9TI(p>KOK+&@Ua>_?*2trsLZYJ~ z6`Pm{aB%ld)Y*HN#@4JT z=Ks)|awgMfg3V7L06k?rXb48Ki@SfNigMFmi{)jzqOI_xL40%U&7%9c$9dw?|OXj9@o+6ASMnu@f%x?o)Q;~UO*nE7cCGF<1A1mZj7=+@a!Xd9G>XHYy z0>Yjq?EaYQaA!whze~tDAA9{RuP?O^oUNB_S9DA9Mj39o>4heM5X>l_Tp+B_s4mSonUEqoJmN_jXQ1Cg#zF0a!#ulmSB4- zsR8q=dZEC?eVx_+#ok*6#r5`Knh-oe0)gO?;4}~g-dAvgq=#v6BQ z+})kv?($#W-FbK4+L_tf4>MJ>Rr{g8o~rIXbi zYn+3X`D#j#Kz`mn(0$ch!day_f;2puvq_>f&x1U5v01dFAp>=s$$mK@Si`=Wiw&F3 zXO1T5$Rzs(4&4T5pDJr5L4)(+H`8Z}+W<6@nD*818xp5CnMZ~0cwgFV=8WqJ!$50Q zgsq<$6~c@eX|xI>|Gt3xuxL||Wxoo9(6T|?gglxt&n6}8c87%YP*i26RjWw*Yd%uy zWCJ?FeUwXnnw7WeBz4xBy1pZ|2_lQ_3l_!2Qn?4O#xzyh0$cx(g!?vM4G{V5CR%+z z*rI*p6{iNmW7>S3YJHt=5wplJz)m6lv0-mn?-#Fq|LRgVC=c^cit|I3+kc#NC~gHQ zQI{gPe_gL52_A%@ma)*3tB+t~19yY}!0S$k695{?r z7@VQJ>o}qfKbsoEOs(99VR1A5(}$iuc$@g~+LpD0zCI%qF}n}qN-vWyGN2I1)=^0T z^kZkWn0h_&9?w46>~Qo~s}mWf0t))ngyVxk@&v{KiWox_+yHuSPGf7G3;w-QTc1E7Cp-@q{H>U=%BM@qwW62_>yG0DWH7;66fTknk{K<>HWis+gwq zyWqzaN%K^D;qS)V9x(13JgUn)5289$<9O_$G9w01$?YkI8gx3O5yI5_mS4XryFBzX znsk_$rx8T`JL9MYRJi70Hn|yLv>4vjWOw=%Z1+7CqXEBSnD<8@@z9n3LRNb={E#{Q{n`POwAWy>*5Wd+HvQqP9 zX~_GHJ;_s<*1re9(r`K+mvR9nHW}BM;cwaqor(qin58jU5>GysokxhzYN93Bhg!Nn z_QPb)d)b#CE(hYNSaZBP6ArO-GX;{&Ua>K_gK;GJgE7_a8uw>FM10rc;6}#esV0+IHki}i9Y78`t7(k=hKR( zL)66-#BzZNq$7sWWA;bAnffocv@X%7l=kO2QT$$P$Zezq4 z%bKQCmrlHp+sAe1gog{gpL%$1PovBr2Im7M?ef_$O;QH5Dfc;*Y$G0{kijkr=SNSK zS&T31h`*H0aI#)ote9cq(%dLZh({j{qL1!kCLBdwIeCFA!C8h~ls!m#TeoD{!5)nx zCJgp<7#4=w7Hig5FNPOiHFRerY`f%ZaAbi#iaZ>Vc7=MPW=>92GBlr@eZNpK#7bXp zc;4-`NzDz~(st0WGdgj7s;ydsKMRb78wbi*S*Xct9dOCH=CBa!jUo_BY+$MMvmR+* zjI0tk_H&(j$X6t(ahGwPIuMC`xt7S!sEed=E#V#tgb9Q+7}d&P64FrT)g+9bm@d^Y9@%~MIVFyvptnXs+%ZC!xVSEEb%UIFdJ`?ltZAO-u~_GS`)@@_ z?kmdV+9ZHfWG#<$%R=h(>?uMQJw}$Pru3lh#|x`;WIG;6$WdodIqs{IRK+c@Fg zy&3;^fP!ZWnd3--Zfn(*W`Sp{d%C82#VU5Y-nKH((H>u5=S{tACpMKcmE$e6JGsw# z=C*hNw!4;`HXI0(Te1)4Wbh zI-4JB*e)yKFd!ombdh@Z3o>ke|GOKg5pc39q%}~ZPu2(o{H;WFcSPf$y;dezgsJ21e926KDSf6`4Wl3N1Wx-`2ax_*v)kLjo}?rJnMJ49FM`cXb2 z%2hmh_3d1$>^~oXa4JA)S?H|u!?B%#hE0)BJf$0Qg`%OKfZ;_-2!|eO__ZE=QEja6 zpH=#b4e!B$?QsU{$;YIAjx2VX+4D|sF$#`1AnW3v2al;^n8Xr0&*vWjJhWu(XR z{PR3%JoGGJ5TX8-F$F-l$nX?58Jb%Tm@V@JD!6O5_t!}A3bdQ9Wfu!OnP436+H}E( z+-;DUwnQ=+5^qqtn42*W8(ljb7Uhx;w|QNa>WegPvfVgP_(#2wax*|{|_+b%TzX5L#pUY@frjDVJ z7EH{sj4eKr_?5u-k7_`dt)_X2=q;}`@h=*1zs^)PSWe>kR1t{^wo8Xej~lgj@P~p0 zvSxP;YL+IwE?mvWzMBAfanvowb1kd7yfNy+5nE=yF*;0xvw{!~bfT_a+Ba_~xgL28 z@%%PDNacuYqaLv!9xM0*m+TT64Xk|OgGXzX!yaFkYs9(f_Nm#|+I}fBs97q33Je8u z3Hs0DmKH6SydKL&y&OW2k!dNsQO`6}+F2(V8$S(Gmh4glXWtw=&c~xN)7E>2ZD%HF z5h4IurX!|;hTTY5*6|~_jk=qKlpCsPr2b)=m9n=OVR=v9@0pqasahlk@_KtL%d#&? z%o=#Hyziz*X}BC>K~JuDP>$YFGwP8BzCujISa#A~Uoz06Q3UjJ9MWpdI5Tx);y$@6 z-IITY7i`f<^T{2i^>ME)^D#pz#PLbE%4inM4Ur+lSyv0;OX8Co``bfKhj>akVbr17 z0qMg`FsmQ)(n%hcuJa0fc{4Nv<)DTd=DaTtX59g0+7AhZ3s21@aqv_@}u;VNMW2 zSDy-abTe6cFwQN{T1||AV0#xv9JjrzH(K$hVOn#~`0`7{ z*ZR2~-!hb_j2lD2FEEJVvYt46X2qJgyS8-$?S7i=iYF$Dfu;}Md2-426SQMay62B5 zjS7B@AZf}=w(4`)Xs&;zX4YwBQ=7(g;aXlh;XV74&yMAM{jPJP1Zx@A%@`UtSt(!E zUfZHFgI^9DFT8@5mav5#X)AWQe1EROM}0cdQp?8(d->?N9VwYeQCyYy{}w5fT4m<@ zk&NPyG~a@vITeAif$HD<*;#*ccc0vI%`up2yd7({xbkXGHVdZ*x+l6D-hid*+@p5# zaA7LZ(pO<=idAShZ5EKVbG*XpU<#gql5%36yz*IK8mgQG`BCq|-iGTHot2NZDX@J} z`R!9s@%}iz%fev@_21NOE9xHEt!IFD9(sJga{o3dSe#!~=O&|`I*al5&Va%jOCc*U z>&y9G?WR@}6BHmhH|=(Mifb!I+C*YTF03)vplR(edRx>KF9aXdw|t0UTr%{24k%cm zo6Q6UcP~rLly5}<`0`ss$c*3{S#P%E9+YYN0g~sk3g8bc2lsQ{?NE*;!Nn8+6XLPM#7$iZhNq27o;%dH#Vj zMo;Supwb>^)d@TeRqTqfXEI~o{Op~O<++Ko!lQ$^xKWNeKWLKyC#6v(}63@ z!=_z_$QIM~rF6CMnaVKZ#yOmQFFkYjZi(J^zhT;3!m!2?JC1{j0tH;~Wy$NOHZZSi z_f2`vrdBvp`7cD`a7hb)yBnhbb{#|_MVR#@Uul$)wb!@pBW)LIAq?P1x^-Fp@*<(= zE!4RH54>=x;db-z8&gKE+`U!D4%&cWXL-~>8)9-Qmjevlf71u6TGfmF?x{MXh^uw0 zz``3}6D~M)v^_-!OX6@7tG^0`DHUmIpPn_u;V1X>=hteNn+RzY^Qn=0T@zjt{sTu- zSFTE4m&lVaJX|9>j&QG5GI%guQh0CFsY`JIC{Ml(S(+BSxUqj<0sL{e9!hp|(vEwM z9Ji@_^+mO*%^tazPPKzh}p4-GyM@ z4`(!A$bB@|rbw3;Kovoy91W+ULI8)^ojnzCONmEN42kPLU0tYC5S2&5RrvA$^ud-v zRKxzRBo;5$gAQ&&IRyC43t+lisko+%aZMM|3O4Prc~4wC7`EX=q~P8WC1{cJSdpXh zYZb6(at+Qf4Gw;66r)_#di{c)YHxpeIzBx1!Sr1#p+I z;ttZMf$_S}mk?-m@^6wSSUWfXpS;>s!UqtP`WjguQrtf?RCo03ac!5y`&B^|b zz9cGW0_69a!vDZggsG9QnCk6V#cf)aT#1R5)`9YN{ox(qjT*C_XaC}A$`P(rD2G^+ zzm0I7UM%OH?ONiB;^kAm7b=E=p+49_=;oZ!;Pjb>D-OpVSxrvmvc57ZcS`p^UfE2P zIOL*(f)z3{HdfnA+JOc|Ytk)#iln8$I}&(3vA0mBO!z-=BGZf;F!xP)-=CTU3p`SH4mWMq>2$uXFDg@z!$+gq2Wr#QT{PTHbZjC$~GijRn1|Bg3 zFDq&yjzY*XI3&hYsF@c0;8^I*|1|tp^`3uivHf?^y8j|y{l7*$uyS+#8}Y!(#r{75 z@xaE$&Go-B;sLJZKM)U){{xutFFM2jN{9ytT+9EDc=+GZ75|?{JlsA0Te~5wa`x>l zq$$ZNFAYbyW*{#E|toMTvVWY#941# z;(ZyjAuG3ia6b<$aZld-62HM6g6jX4&cP9Eew!7sbv;eCr9)CFTdHeQm|{4mZtQ_W zg9DKCo7XvYul{6iJU3LyEq(xM1hgr25po8RNT-SpA~AM^Lja@E5{`2eGV?>*qJdMN zIT@m!9dulyLGd~tjQHdz`)QCKDD1^N z;inPmS=E>+n}wYUTd~)cU|i{V=zgX^jN$2z!n9f50 zNdAFh{Veyk!$)90a-%+wC^SPsEbgnd2(dE4^u?ec#8H3_njqh}T%%!QF!-xO6-ImA zIgSvx1}%tz#6SjR9Q$m4m5$>+7?y)MNfozy^P*XHK=1=`6Z6 zjTZrAYWF>Ex32W3zMQ-q3b{g>`p}I*nDU=MEJgvs7oEIGFTM+L$+E+ zGT(mH1pvQ}vDFBXs$trxrz~4nxe$Bm0%lw3{aicWZy=9NV2*hT&e5 z(8*BFp|!S=LN()03a76wlepj0Wxim;h(vMva2OqmyZ@lWU*kS21*EwPN5IYftL0VN zFkf|WTj{{}F>=9C{Skg;rdBFeWNM&GK}?dP$1*Mb@UrYrLn0bBjlI^o;K(hBqkB0k zM_aUjy_>=wKdf(!ai&!mG^K|eGDaxz`MvL~A1GenI;+iZn}7BMU$%ahQFYr<+WIK? z!!kHqA%k2fkJQTNtjCi>V&9Qd0)bV*kDPxyc3rmZYSe+3pL{WSYquziN#M}Kp!Jd% z3ma2Ns?CG+$p`{cm+UXVQ)D>E{M4t|-OW}~SI2zNP8|7bp2q6o)3F0N+sB?zVC`RI zHt(bSw%H9RsgW%LzQ?o zz)h`^>G%KKvCA!GmwGpu~m<4)mH~|yr;oQc79s6TGTo! z9D6;PHr~;vv6Ec)CSjW=_jP7sms%q)Gsk5+uad%z$|wUJ{ieL5PMl*})E=*<-8{S_ z>biR$ypk}07hclyo4F_q%>e4YBc`juw)nCps{#s)8-wrjknhpMzexdPV76JClFk&j ze|_1jW?L^vhaT!KeM@H6Z@ldJrb4BEx=lD?voYC%kEqB_NLjb!rS0Ud&ESI zTUCn~PK)pg%IbNEQ;ekYhfpPRFGQow=e;w352sE`-eQ}9o`F5s56Frc zt?SSr+bEBCn(WSMYpgg^sn#m<=2EH-K{J-tpI4~$o3b^i=O8#5r#gqjBa5H2gXc>A zb;XChGmLJryB&a^oi5P!0vJy(QZ36M8-q0k_cV!pDpR0e1f{K^H^v-aEd#P?T&)@@ z>BN)E9lkovpzI%{wK!}7X|(#Aq)h@;;n@0FFnOJy+J0~!U77x=hgL7uYH9W6*yl4( zwRK?mmXzUR_;Qc7UfS{N>znc1ZddBAb2!KW%80Vn3%4ikQ!F`%Pojx9cKA9{Tkbr*m((+J!S@~QGaa5(#I9&Wc|xrJ7) z2W2a(Yw9I-Yy=UZQLfCWC~(=W+$U-Cb?r6H?Fm}bpS3h{QxhsxNUl+kBu?&K%931H z_iip1_8=;zpz)NA^ANL^&)7e|!$y|( zX;#B}DhUV4^6dfflYhY8M4leF1WS9)Cfjj)L|q9go*%+byy}0StyDA-r%YTw{3P5y z(>JYmo|C+efnK4f@+fv@t`5Q+tqy8_zi5(;GVzaRjWbB8)Ah9}SI7sS9e-2p9Cosw zd&-aCjI}X$-}Kyp1HHb3)|Hh3eU(0|F;70EN*jtPbJ13|3$nsA%Zi7LqfM3Hx&K_~ zyc+02bl$7FZls;Dg=_|WO^g$}eBba?HcoqRpkY*|ltC@~?Z?oH1HG)&)M5(s2#x6` z{fPp7Vlnn733K<){gqFn#*w+UQSw1%=(UI_h-48zkJ3)Fg}{XQo--b{%v7tCBf{UK zR>klaoJpRd=1e;*He0N4&2wY5?WhKx{2#i~U8dEm2`Q{C((EHG z4%uNf;Ej6li;6o6kaZNls_>MnX`8NqtUXYL%vOI%A;fI^p?WjMOEee4=9Qel&&$JT z@3KqdGN0yL&nsdZE{zReik&6xG~;{Lr8FmLUWSIQ{y#PQCJdzIC}mr?TdC(k%b%QquDZt{X9|M z->cSML0&o%v3#;0+GM;tcX-2*p3B7H6peL_^%f*Sie3qH1DlRK23hxS=X`F1UboG~ z?M+D`>itTD>R_yMaK7u!;7tW9!QtKfzCvnYQ`Y9D;$-4ej#rMce-}C3U%vV5UPI8csk7(S)xgw}gis?@h&*o9zAqlc7X;)>6 zVC}aA9dkr2X3>GDyj#0-7|(U3?Y&hw@hXuOJ5@Z)hFu)-lH_3sYec-t+F$29u;9Y{ zP3NHhcP5A^Ma=EHf~c(vny&DL%?+vH>$KFAhN+d9TJowEy0LGg$6La*PpyIvQ4!{c zELn*Ue$?Qwf=KMUjO_iwkyvhFV7>oVB-JRS)IkqnU@P;{4Z%#>0)o&4Yx_nElNit; zZ6lcK^o;K44lzE@E|68>CvmlEEgP{@TH`PA5;>Pc4NiB}@!XGQbM<$B*JuN@0K>*v zT5nY_9%Mqa4*`%FghRl1bnlYQbDTv(hk2d6KV=Fd8b2P^GK#>;bk|Iea`CoqW`1)v zFin_{<|Rp{8LMex>U2ntZ6kI2DK`VDpBH|?haaQ@{5I0iV&xe-(SKYXFJbS8i8@}$ z;`@F+?Y_?Hwv2~~c1*)mx77vZNQJ*{h5%q4$AuoSQcV(ki%=qv9W3^3YbXEJl+bsM zRYe6|#I`vBwxf;uy!bPE5RUyAr|MA7I|m!)<;TOX*qE$CFzo(EOk!}EO&`ztGaWLC2JJYJ6KR z?log!au$?oELzks8m@`DqVXnNBE-d_cJaJeC3A)Fg|sBW;;B$SbMbwQ8@TCwRq^=% zvHfsXCtUv1ia&BUZub-wMB@6kU_9Eac}(cJ8qA-(`kgU41TFjKa!fRXv-l7TtuV46 zHV!-uM?v%!7gW&rjL(BIHWl8-AHf*ol~hx=kLeHp3DA`TRE~Q(Q!@Eg0y2 zune9>*B?ZXqEdS5U^3F_Y9QM%JKZkY*3Dpbgvcn=hh3gG(ofo9tLi@S-7}@=zGc0o z!1S3SC7+VM+&PMg^Mzg(zh$MqXR3=*p+^GfR)$zDeCSzbj?#_$E{Le2SJu00H1 z-yma~kbr!wwNDZCq-F$WgOq9$14aUV3mA&uasHayw+`dVK0l*h(&Uh4nWE8KtGIpP-JuC%hbynqF<&IXOc$;tPpdi6ioz#Gh2oFNI-61zX#2sWZ8Gk& zr7|rAxyM2oc^0DV5miYQb3BHTL-A^tj-5!9Bn`jd#{_u~>mW?lg)vIC!mMkmbkat} zT_(Wa`Wa-L+Z>~La?BY9qGDNS1X6#oM%v)XkDrvRp%7`QW{t0nO{mq|#5Lg5vG*C^ zqN&CUZX&Q+d(<3H@3QmK!Zk#%CwVC(j(R1X5F*WneffF}ej~K~_$wg*-RBKn)+RVs zrN*y{)&~F6!-^j z4T*a-ThBI=Pfb@#tkkDZT*QN*+=fUcA^CXZd@^h3a!VgCf4N?L03){7nEaw5P-m8d z@H(kMHDyRUwv|;OfHlK7>XXWKKKrux=c%k8bX`q6YZ9-C&AAQD@dP=E-US*R9xdiU zZ-s2x)Mr4AhcfZ)liC&gzOSN$* zTN5WL8jy6VMj6PvPtSm#rU1lg9zuNt+M(M907sc==(506wB`HI+VF`rch?U(-&3kQw^#8)JD$u8&T%N8F-b zE!ZRx8GJkp<@>k~0w4C;Bbj=JF$64H*7tloGZi3FY0f(F4@7M0S}O?DLs)#&tuxdl zWc&7gO5RduBE&XcKYmGfLR;)uuuLfTNEwQ&rH@i6lC=hBwcm|@5h@!TV+Ftc-VA%W zW>$8Ek{FN-mO;)hVj>SU`=oNfqeEQ!nb4l1)NTD;Ewr#`4vi+R8p`x1agCaY(=Cqr zXz=;3mY`G;JQT!taz3pNeR75Ojxqv$w%RnN4iw=jd~gF@H;A?y=iJv7?L%XfM7=*) zf0X9JAH5X~fgrci$G*O12C4*xx}chLP_j6WzCZmTtsOza z24Z*e#QIfEkIfN>08Gg zo-+bn>X10x(-<0NY@tFn$$@R)OG_3YWY$Z=$~Mx1^v~+bO3|RXfZ>q1>Ty|&=CQz+ zMV<9~-op?0B5$R%x!C6%TeyU-W4Vq3kHUnFRnQctx{D5p_Am5!cH4Lj;*8zqtRJ@z zB@6^+-z+o;wrIH(Z8N@o1IEcNizEqauYC7$Qw|VJ;|{(1X&vu9s@dj2h5b++Brgf) zCODNd&*U;nw8wqQA(6&K1rUWpm&Kfd7j(Wz$P&!@)zF}4w#;-~v%+I7G8v?P?m=~T z)DM^{Q;aHxialnN^CNTCJse7Yrfdk03SJS@P$9e;*G|YT6h-qbSu12l<6(-Mxp(aPFw8EnF;OD_DVK-;$*+jC?Mlbk=hL*=v}xAX zAbVY-2G$rRmanX*TDp#$r|A|zE1;TD3$b(oz3m6aa@KYMQ(=KGX?_gtXf5N|Sqnmi zG|1ECM0y7CVkXh}R>jaarWqogcFHkd^1lFB2Vw8zm5DTR;{Sev05psjsSlN8Ux z%s4<`DCizI@zx>qy(z;P+S@yHWg}c{ohqawM&I@8=grW+-gs51EnLmUi8&?teLwCKqEz|- z(&{4mx3=)y_otwrpj+k{K?&Sl+K(5oxn{#WdaKK0N9BDf?HUV z3=bz(32|B2ZBcW7Zp6i-l64HVdJT$adWxD&!SWK7x+ZQzL zpFi!webdMYIWKA;xui$k)2WJ!r#uSVV%oJBoMiK8|h)wBm$ycV%kXvZr_BIvPapTD!8gus0*s2Qq0tEM=g-`pyqWnm!E zYw1V{XLdF2d!R9wf>{x;W`WUyvH(UU{`pWPr!ZZqBqQZB%HWw5tm|B0;+{#8&e$VV zj^0ESE6L~??>T4k(zo>8iK!!#ge^b(>TQj?J>i>`l#8otENLHA*@BMxS5%T}!ehc? zIb}Rff2rq7I1j?3T8Z?LZqGXCuUDatVqz^_g_fYe9#e8j@geWrb!^23Zk2Y}JULso z_U&DtrA{AnfsGwa$tS9-fZM9Tr-6wqHogY()Drzk%GwKzI?mf;#@(mMG6NFy?9K{! zM$jJQzI#c-u--kO4qWb6we8Tq?o(7`%NKEeah`Els#fbQ2Mv~-Opwu8nY{PT!JyS> z%03a3BwNX^{yf&df(eYVyarv72R|CmJ!TboxbR=C)|4wr(hKsSi=BG>McLHN)(vJ* zDj<_=skJ;PdFsQ^#j3NwSMZNFqVg91+8U}8rE{=u9v~`Rruyl}O9N)9ci2`NBt#4d znopK2gysLb#g0k-OkqnIEBjM06GWiasxcWHWhtawP|NecAsQF3(l=D`zKN>vRN|2g zz-xs!UkTrk%CrO5uX%7=0wXk924_JzTJ=|C@1zsWQ!E7C2NOCj#stw-n4|#ymS-ds zrO`E#+3AH6??F*+<<)qWvT3^(+V^1!ndrvFiY?M3ljjewr-Y8yK%ic%bm16cKKKm0=Y>BxF-wpbz zZND+2mr-Z1{XRjry5uTZo`~{s5fT;kj{Q*z*RRs92)a0$FVLxK&OBZsE>`)fp~mNd z$%Eu~L-6cg5izl-A&00+JiXNNb6*W$@gxb<+^Xerk%0t<4poy)DS^jN z+3VVnZ@H0n`&vt|ca0U5s2pN@igeqK3hO@K&OK=dMS+FT^*w!j_Ae^Z&eaQ}UHC6k zGG#jlJlw7+3)wUFqtNG*WxO5i&xaXRFMsZBgi8|3>BU};qYxhTStM;UG;!XVWrBxQ zEH4z3rsiNO1=@|_l)rfc&>}qs;Yb^4&x@fys1v(fb&g-3jL2IE`ggaB53V^<3l7Q6 z-{Gx%=IC{(BGitRm2*1K)NFEY(8v$O47EUC*w9ZhIOwdD@`$F!GUF=Q6ALys#Z+vaAH7H@&}#M<5Hrj4NjcNHclzgtmDl6aeaCG$GH(w^ z_D5-?Yt9AlC`omp3IV04T2JS9r516^GPsHw0GU!v33MLey8Q~Lt{d3Iynm=-nZm5& za?>q=7d4*vlDhO6g6?9c>Da=uIgW_*m+P^&c7znM}RcgD|~2hABQ(#dMaeO7m%tha@&X;m8lk`!i;~r6f~K$S5mb z)s#YhQ-z9*?b5>cudm-5#1RRnjs7@uYkR>0*Xqx%OQ13cC%ncbF5j)GMZ*0J|1Ng! zcia@CELOy#<*FLR#EU$DWqDl=eKjkcHosnk*S%m`P#Lb9&71!JC}(i9xqNuz!#b z6A2uluR}=Q&v4tToU2JlXyIW{zKwT0#e=yw_d;geEHM|6`#Vp0-}2fjT2Dr9W{gtG zJWAESz2{)a84SF3sd!>#1p>w%vmK!db`^FN;c>e`B2{GJT}T~kJkJ8qeybX}{2^>NYsB=)A`qfvCV*H9HQ^kYtgFRsO~lr`H?F zetQ-aQiq3GV*1m{8^Wj{rgA{4D>}+Jyj(Hu<7AXV(0c7%xrtv%^aBg5KFEOIgKWgLaMV$|T1lmP6#t9tl=8Up9R%Nm=1r>#g*1cmI4+);fY=N2D z=`O;&=8*~q$x=ysKS@K2#1u7gI`>OZF1HJqBO%(FLUZaEaO2p;j1J={(=l?I=Ve>u zbxr}ZOIBEvl~vXH&*w|<3?Id6ugL8t;5@byV{P7LUQvU*@aTz$<1iO zW3W{Aq28Ulytx)Ktf*b3<2CYORiy2v7%GyyWU@+$DUG#B+=BUxzSl*&*(p{f)1dziF;k3mc!lO60Z zSN)h_@F#qoUq?lfj<3(hbU)H2q^LyF0aZenAy>WMjpg;L!#X%A+M<2d3u+O+J#0jh zezA)^>3uc7Uf>)S>4bY>XTU}ZZtVGTcYRy>qxGVT^!mLq)CuvD(Tq9YEA@JXm*~29 zV;`|_E;KX%=IJ4uBx>=sFQ-0RM!JbiHO&z7f_5yP3>o--qxum`^BTyf7&8BJTK8c) zM8i-N6`6~Z7wKq>U7HCS0C=cRjvI?DJfNlP#nNrXL4k9cDi?R4J}nL=Xn!BuOS<@W zqy!cy{L_YN_@|O73zjF;!O8aBh?Ho3;_#abmVnTNIP}MIG9fL{w+F%{dHzV%m&Rdn zDxvZFs-DHE;gMX?yA1PAT}wu4Z3< znt)pFYs5^hSiZTus#d+{@6>Lr#c8qM+UW0HaMgbH|0_=H)V!PcImAYhPu^Ice;Zf7 z#mG+RkignZx*4j3&vZfntPjnzI2dim{{znNgYq$Gf?|i zJ2@}K$G)Z$H*7TiB&D&Q7oc}~!mbfrv*YcBsbfUj6u;(azxo*woqy&6V+_f8kP(Jk3eX(5I{!>ZmES_;7OKqY}{yT>Z9KMUS zrbgRSn~JmzEKZiqd~u|^t0>kNz@OP~DJS6;M5h6Z$a`I7GBkT|8B?$gsZ-(1o6T#G=|^_AV8~m$ASPPxk!PDrd_- z5$&h_4j0Soql_avjB&DdL~r+H@e2Qqeq*)PI;8HxYpI|LbeC)f+iEh0WF_V6w7Ow0 z4KiK^?(t=uh>^s5qmY6!wxAH}lXT(usX6OIE<`vJVv%30NrJ0z2=kDio6$mN!WMgC zSm=3o6E!c#2m^MT{4We0p*I6&Z7o*23Lf_TCMo7jam&Cmq8exA{M=Eeh2g8>X4^DR zQkn7KFVoNbwd*U4N4WmGI=`dLqO$hm0cq_mAwS<&+(mGj7|XKAT^L>RKq5zl_LZVU z0edT)yFYy79o|SHFIH3*duw|N1aEO6W+SG$8nS${dl<)}UlE7gTKLrsyQX{juRPCm zH8SG1x@n&UY}=D14o9yQhogimbcczIIqLds7k~#Us@k3g;r-i-i8TDSq8_G@VUE10 zBSmA#Mo;iXoZpB0WUBf^1ac+Ti9Mg@PCru;?p)B!Q;RO#+0Fd^0+eKT!hzhz-rE92 z3ahhuziFaE0rvnybR*d@EI&|Fy}LUfXMnct5JqgV-zAb2fg5)Mmw}d3hjSq1BPXx8 z)_j6V4e46+onw-#dys0uZMwzQu=$ydst%WG_>bWIANl^1>TY_w2fBSyQ+ZGIl_;~$ zthwSxM@P7Z+uX0TninwYNUd+fpTrbgZxQtk8`Y*LLy;Hr!xNcZaXuU$Wa|~}t2{Gp zwfHpG35-2RJ2y^1_uyqt;vSq?mP?c8@#f4LL>`f3GI3!fp58$0iRJ7nQ zMZw>q1E-J}SrK~>?0vQMtXW06u~?hVIwTEZls<1HcZRlq)GoIezx6+>MXV(R(HL!!DX$L zO&lgZsfKmNcbC`C$411F1F)#=9K?$lsVo^qz=IB>E&t!30{h{5WlI0JWr5#!6|Un- zuOl=25mv5s?-!Ck2J?3)qG%q;MwMB8()wkbi14&TXXATlov#}EYeh2hq7N>;@Q$yMlKzhR-?}Wz60H5D) z7~=?r!Lc{Ger+b@{K8yqXX1<3$%V}VcG1b9lNUHf+$3H0H4#_w-S_r>F-3A51t z#4{#?xs9(rkX5v#2qaBLIV;aX3bWbR4)H7$6L;$3I*eS9P6A|5Uk>Z1y6h!MUqjL% zJ@rd~seEPb3+f16UauRB1E;LpLgBJ}_ag+DFp(khxr z*sOxaX5n|=CG*E8ZgS_R>q=oX&5SdAn;6In#B*RJWJ1B*`k| z0F1>RqZx-jMd*w^vT(6ZAE6Lad5{j7H(pR` z&$iM8ywOD|{kfYf)*-|B@rGkKs_4B7Pi_lzTn(<2S4urhN9S_olo8s7N!euU#3f3D zlaHCr48l6E0Mlh1uF{6TEuCVyDYi4nveuJ|i{`2c5wB*E=DRyX$HItKjBj~DX@ z4%Zd`z{xeFD<*ic)-1c=|#+!FQzg61hxJc!Y))2^1 z`B4YP$gTzHg=17he*?0>Z2f!%LDza1_m0aw^)z(h@mq>STdrd!UM@RX0M!rfC);R5 z+cS59n#s^mzB$j-AzRsFO}amI|0j;;-?)hWxz=y_?*8J-$CJAXL8(3(_77Kbf+UY^XDhzCcM5XuQjiZn z`bza)%-&@e9Mp5>rtR%LQdF0W9eec@sr>y3_cpjzv6Z2-1>WE#cy4Cm%QrSOHBE1N zoD8x`z^e*@HX>l3uxvCrntR<#UW_y-2fr`qE-SY}gJh`ei&EO~swr=rI?u9gd2b*9 z!H;rztI+a^{y!Civ(27KZTOeW5M$ww z;2&6bp}M|AF}*b8H3J*sUl6P(Gf0XYe{TDyEe3XL+BBa;f-pOnQ7$1IQ^&oY=wDI@ zzBFT>Y4)J-;w5P+-Y|U5pAO`A6K@My)f|@&J7J5j&M_n8-gFj&q0`yPtl{s;NNdH&U#_`m$%|GM_SdmaBpu_kHl5gBKKhZ;;QrZ_tAgZ z!ENj5`UA)wDJms1cS*9on2CLEz&gX4ul!btxwAD$d3guwL(Pj~Wk#&+B^IkQ-0|tq zeYwSJ(y6Q$8!7>lHT57k;O*B;xw!Jl8n=;ux;`A zHtyOev}0GTj8U&qX;l?-!}W3LPHpW8n3!rpo9sW+d}{Ggugp>toUMOUx66mD%}S|e zTiG%w+69#(t{B*dgYr}gHkRk}liNXvZvVD}`&8=1uF4(Fy0uXBdOd1?7=r!1ldwx> zFDywyvKqHMEepL7)A(KGOc7i`N33`+$gSIDyi&aHnc$&q=jEaSP$0EDU!``B%{7{g z`)5X5g@okAHzTt)?b1Rm4kPLWcTopeIkSK}a7!QWd-)dz3(6dpz&@o5gmA1_r@jA~ zcs)~BhrUwKuYT_=7XQR$)YgIQ_N;B!{i-x8!{mO0+jd2m;h%1wCa4$EkutON@Z1yM zB=-6wmtck5!}OdtcYm#Fhy7ig)=Dta)zqNj=&?dB7q}ZAK=>FgP@L zDwNJQfHmT>n`KRbOQv5^a`u{Ttg$MsXuzE&2grj?o6Q2)T-x7}n_@un6h(8KPLK^m zy0mQr)$2kHU5drp1WG5%M4|66W@yP4 zGc#GtvY63gmc`7>%xICt%xJO2%*@RC+RrmHF*Cbw#B9Vn`$cTbkFKn$uBz_N%B;Tb zljr1_JDktgB!w=e&~jG@O3UvX{c08u*`2@ zmPxee$hmYjP72mj4ix5GAQ}>?g4xjXGvcHSoTsTFH`SI1W)`U;+%Hd4OFVU9rptSp zFeSlFmYd(rXt-#4HH4HnAqSeJT&Is}{?{_)G$1ObHF(q@BM=w@-ZP>^u`;`$BM>23 z92R8Al2ku^O<{UelpBIU4L;pRsNoa{v6A1TYM^phmUyU^?4weQH3S5jf``>vpRzh$ zEZJ)`4y-&nM+WF~+E|gW$8bV0aUo#ywCdZ+aZF zG%H+H#DyCeX0BTvX$C{<0M6I9;c42Fa5cagrnE<6s>ZuBfdf3YwO`nR!yTNMW6}o& z6~1U~H_9HZh)nx)f=dF&AeX0oZvu+rp7CIYaQ_s4kfa*Pw-bv`=%L0YU~xb6rTDG? zl)I?oB;i4nZY(&eiv_0(BF^LyJGaS&R*uq^#D3djJPO~C>+~meOT^8Pf9pZp=Y1jC z3P4$BNm`ch%oiujS)6!-s8jI6=I9Jm>7J}^8W6VNvUx=aQ=&)twY%4R#X=B{YM0i& z>IUxE^CU1B8pP~)J;)hmsH9EBLTwxA2q*$;kukJs2W=6|GTm3oqQD*<8^Pb9__F8s zuSZaeiFYV(iAD6uAN6HmAs#!(Ct^MtAC%7Hl$IST1z@94&SChAC^R~tfy!S^WeUQW zmSxoY3k1u9XXfk5lNQF3qRNm&=8nmb;_*R3|KLn$nCljKrG;FN)rY zvhE;P>+#$=%L%X&l*C>~%X)(|k%P7W;?E+|F&+mn zvE?cW#3A(?&{7LidQNuy5{imeQ{|p4O5^p5i>;pqmbAAb5?Fn}w=98g1^@mWV)&e` zEF5WfStIR8@MTGh&XGt&m?Y#eo>Xyk-7-xCb4Js%I)Riaxf7aVKM|#bA`zYo#J^Rx zi%SR}*%l|J$ZwyP@RajB3YsVT)QUIZ=T=o~pR(S=meqyZ;x7;K3RgFx?+!6=dy9;hg|ol>m#N1BG1SFT%In`A{G8Rrz*3 ztCU1Z4s!x_XImc73&fb-vqfbL=r&nFqZ-H)N4Lqdugap9d4dRHp|M;ZuFWdzAtJ&L zS5s-TbD)nc$F0fi>s@qA*7?rb{5|>ay_ilek>k}Q(F5byRV2JIgL#jGH|8HRIu`!k zj6#^YbL=-ak7-%C{5)>^)S)+Z2WN2yc3$ZB!yK2g-FIx-6u0cIH4kD(z_|kfBq3-r ztr|ImtT%9yv4UBof(A;~rv($Zo~+8enSnc3d66P)*4v_N^F!#4ygVr3wOp14rG6d9 zeK|WFtpS{q6-{jY(R@%Is$Qin1CIHtB2M;;@Ycf!N-8fIc&^njq-eQ0_Az~4AxnN% zFbTq&=leff!FKiRq(f}&n^!=Nw;qb@iYB9rchG!uNCmWl7(8Pzo8?vo{lNP_rJlYB zo)bB4y!%R+JyhooiS929DGSBXw=r?c@(1CgmZ# ze+||&LH@NcaN7{xAx8_qYobUh7J!- zB4VWKrZ)MD`xWekCfA3Bp|+5hvtP(vgtaGaAt5{OR~fd$b9It*i`!qAWfx(ZDhMxM zm+JOa@_l}(8k;aA)=N#lGX&1v@ZRKF3Pv3FnRI zXxw3twc)4!naQ}A}|0lb_s0q)>G_$)w^@Rqsx!T~CwqRUi z&RWhmpE)4QQ9W-Q{$aVJGBSLe6`G%I?y5BW+h9wbg4dHd@0XD^(zrCegeEl&!5Om3 zq@nTI>B-4{ZL>J=ITMoCZaniZ(y7ro$Fhq)<=nIW>I`-+{5{5-RGIseDO(qm4KDm2 zHOA+$AMZQ6={vY(cc1#mr?T&_QEBDcmoTt_G@8(3^LO0vi5&EE|#e6 z?Gru{NfhYA5py@dxhTz`+9@ow^uRFF))-ed=0%^%CJ0W5NlmglbG#P#7nnPgD(L}p zZ`1A2uGXvtVw)}y+vf5$L7__vH9{;Y2y)}i3Ck60V=SGl6f0xFRpP5e*fj4Iqul7q zRULChH9fP?#w`gVDd|+bB4me_G!TZAW}5&E8PVt}nSaCF(m#SZ_s_czG{a&5jifrg z@P&U8&PDzo;T-4fyNGa`lrV~+tTZM%^dk}|lXHD(cQJ>GbTvmZI3=kMkl&arQ57up znVb<6M>>#zi9%@nCTTznp5=}Fddeelh^71B6TouPQstx`6~xRW6MLC+($WW$6c9{b zGDT@fF4LYYw8Id>CKsd8BKsWaW(iz8KMA>0&0&DhvS>u1`x=9V6AS!>aM!-Z{(Tb} ztZ~p3=wAg{0`<$wH2ZvOFki$zMNX5XqrSlW2*qzu?kHEjfk5*-BgtD5%x{Xy8hpqm z3^CDakJ20BgbChhgfhGd6hSH2K}l~pWUiaXrEyVUr7mmcZ65pVGFXvik5uFlG5Nzq ze3URLPa*O%OGVb0ieP@q`Sx+f<;NGaylTiSUju1ixcF7F0|kDorSZq%;7MTNx5Y{gHuYCAXwX zNyyQzrI1uE(ya0iaIq*L^VMS|&Z|Nn)74`Y;uMJA3YP6SQACq7A;WX}bMECI;pA`k zJLfJ=7z24tgU?6Dk|2?dq!8XVjNUtlxg?O2x+g7feP1&1XHzB+&SJZ_=_>w0ILdw) zSd9f<>HNgby-d9A%s`YaRq^0|p*tAZK8s`#Ca*~vQgKeV#Ud`GqSMM`t{76%SP{>W zSRfoWjOD>u&~+}1#NtSAfTIEN&=GAkhyX-rt#~6dH!6f9a%e`-F$u{f^L{XZaPomI zTWZNpoo}$a76Vp4-}=jF*jyM{>=Y2RUMe{Wvzz1x5jIF3L06{uyF z$2=e4$lXE7_JI+n2|y7+B{Pm*2d7VR-HM$u;&q~Oc82h-YON@Wdbp65$uK8Ok*_Hg zaD>z$FuM5^YGi+t_6cUPz#h73Hli`uZ#XuQ-=qfOoP3OU!^2XgDT8hrm{& z?)B){s_u$%;C?58SZfsHr>lBlWpkAYctFu1xEID}4#1duSJ*knBozg_ML)N1zF_3B zLo`r=SzXgsi3`Lvke+hNg+C2kTRsIq-nWx77~W5xOar41+f_P-}Tu0N>tui)~3k^C6MnV3kJ zI9UHXK#z;*p9y+Q{{i&=y7s@;*FQGdu`sc){3ny0mX_@*J08$v_mL}67HY9Bg(>D& z%<;_+V=c;Wfb1+FLq^%wi04Fx;r-#oi-J-SPxrGJvKNkfKbHuRH$|5tXFfxh8|V6~ z!`t&Bug{gqP1g;}vVt&;Nv87e+jMqdQ0$hS_x*)@dfQFiFI&Cx{j-o8miczV9u*ea zS%kM=)CXoCyaHC8!I}(1?EEjM*AY8c&v(@!9OD(g4jzVf-p=Gx)MGA?Qv|fTI$GNJ z*H<@mI$z%o$g#W}eSCO%J>T7LUO&l?Hw+Z!mgm9ROji4DaI_n=w>(4Qf^`J5iKA5E z$-yeLw+>h)G7b|x_m-YSGCbeEo~pj+m@RL#!5b{QW?`He4LPkiVQbeD@aJ7_uLZ?d z2D(nB%iW%(T+-+U!E_&FC7$`T=A>6#OiXrmI`}Qh<W#VDtAlH0mqyhP(RN+2h8-mf^%x2@(GSuuh(az!MUwAZ&M`8Z7dhKq2! zQR_Mn=p7ZA(-vG)V^^=%Ylx?Aozi~y-PQAaimAqHO^*APN{Nv??^#RJ>rO5ve=8~7 zS0ZW!u3jN_bIGpy%)mjg;fihZHgey%^WzOv;s6y29NQpGU?s$dA(Uz5sg1@l;1$^i z>j0rx>oH%+?QCo2lV06^IAF!D3^pMub~r%GP@f>AznqOyJCU@5qES0yi%%vIhwKGC zGC5GS{D`jBgjo%S>{o+^_1ZW3xFed77elrmPw1+!2mDs=E0J;j4P@?)_(5_)@Z-RH zoN{1hR6{k3(t*R)Zv{-imYFBq58UjB-MpTSc6j>FY#Tmw>4YUzPtOagf0yoFM zQuOX-kTH!7e%0wk!ENHi$eb0crI&g}or}oR_qz_j%k%V;$olNkX;2&Rb9|vSSd2cG zl2Y+zRr8^EuyR*rG=?Tr2Y{1im7}_x^1a@+lyZ3=FiRnFCM*P}QiA}gn3wCCr!NRJ z*@shB{K_aNy(LygA(*_pdWT=%I2_mo! z!Z`Jd)CcIPZn=Qkdu5TFyZAn?Bb_05#VpsFue=UDvJdzv|8V`*y+O~}tS>{bYE9qv z?Uoz1EOvjnMT?sCBZ;7xX>v$&1;8GkfP?4F*vkwv$8!aUn^HX&oT(hvfUK52TesSqn%@u zY}~-^UL4TkG;oL+St9S*`fD7-qkE$C<`?(A`Nzae_YZ9xc>6DnY(51s2*NFTbd9^l zn{-{WP*`eqKTQ8wBPhqUBi11j2XD}Si(&GlHbE+gqf*2i@Ji&06i*kCh3n_<<&A_g z_v2OFPnSpIp>f2CVhu~@LwN!GSqo_eD9vac5!Gw7hp+QlD5B`hbIjPSE`80%pt9_x zwm9T6mij8pC^;&Qfm#z0vI6F>Eb^@u^OdO`p(g&eJP<{jlN3P0O0ANDBEpMNz=_mU z2NKnF7!oU!3lK*imY@U!W-JpTWkd&r&q6rVhA|rbpbCwV3ry=}^B4A|QoyK%-8I7S zE6$C|Wvr%BV4W6^Ele~g@)Pd)NfpdCO+-}#&D8s-z$o$Lmm&DhU$AZ%@s-a@yPR$j z52nyrK1@wOc*&4dPKvQy%GQCx@|dnsBNPIb)pkj8c310LEeb3!Io#J|QQ6J`EM%aS z&+!33E|O2RVHgo289Nne%%!sTJt9cb?$97l|pk6C?|H1zPWvZCfVu;0zG> zfwU(%@(|gN1#kaFShEB)c2@Rr9QOR`GWdKN4?xw|6Kzr^uz0mSwUw3#Z@TiG_wH_U zU3{p|`Cf= zPeqD11PqA=f{gZ(>9L}Y&JX)mXH$`8M`Pq*^aWJDMu;nL-tg-@Kui zSUG^JZbVUjPe9|HPh5p2^vhSEr=AMWZS{~&(<6kmPkC0gejQAxJ50F94>js>PY8%W!73QRB4wj<@_EbEbg6y0UZyS@qs`)m zi&9}9?Zcg8(P3pT6>W4xs|Ht}WUD*4YhEj#GZNq|sMEjhMTQWv(M|Y_u_KD?kVi?} zzBixQ-8rO?fj);?5%4#aBFPA)?-HnUpr2U@zC#hyJWQy&9tfhoD@dzbImDZC&_@N$251E*YO>H6vd8Q{b>$271j{{XscrhdCc z)8=+eg|N33jxMedy+Z|{bp?l7^o?d7mg;MdTSk%Ob{8!5%OFA~+p`)555`OEan~v( zg~zc(!9(=S3;wKsO3g`dob4H{rw9=4L&Cx{G-|eUEa&tl`16R|0X`zJ02>uBd+=l! zNK?aBr&eR|U85?2aF7=FH3JGP_nrDZzlLbH_u!ee3>!3`abfrboZI;BP}$24ESi-7 z;e6V}Yj<8HIH{$h!g?JXEHpOF{oj*zTy`E;#SqvWDy)}gEqN3X2%6p%<|DNOh%F8X z&evC0=W#06yOZ*hC{#WSgsRy|_i8q|ww1k}HwTZ@T|2y=J!dLhT?Sx^n#Dx!jaCFI z&Jk`ceQMQ7@Smt@xWfVtuGY%Fvj9!7S{=ebyDgqd$)fcaSH$hX~aJHi$ugV3yZ zY!ZM&=wRV+o_;hOU$(-Zq9YwxoO4s@is+fO`;Vk51RzTNJgE9W{jOJYNyV=g$8iOT zyO8(bOc?1e#KWiDFztM(qazW#BL3G-tj{MB?noUK2a;1|0%D9S1QN6angxjRWz>$Q zeMKtGy{!3j7RKypQ7RfU_1@nIvCpd}R~v+MJ9BAsO!an1DdWPFS9my)>nd)BFP(Y{ zYhEuc*Y0r9tXH+LumHLVezKz!CFe9223i@A2=1%?&DcTgz!sx`<={~UY%!&vIl+SC#;kmB)qIZX}KPz;qqmE*anK*2--LvhpoeoIM=4MFU z*90y6`xe7&p{BKZz3;nxwNWgfOEqq3q_v7#*kYY1Rae(l^L+b}KMz~9w4hQ5!zV=h z;EXKusrP<4BSR-kG+lG}nrzp#oqbq#m*wS@80o%Ikokf?o{Z+12$=)Z#o%jqb5m{LpI-s&5>$Ix`dEy!Bp7)Ect3qX zN%QJcu5^_o^OM_ZQKHOq_TYhCUDJtuqPn+b$eqS({=ohrBw1Vk1j`=g7J&$}j6gi3gj(P{p_; zO?%Jmi#+>aXpM^e1Lem2|DbYX`DZFO=KrYN{#^UNpxjtk{yNXm$-%_H8W9d?qSs!r zS>;6g<7_ciz$*E>Jpm5^j3N!*rG_PA&8=30!rg8=dS|IQ%ie?j{iTu&I2N3cuQlJt zTfb_ULnV(nQZ5pAR%hn=a)OL~@i2FjqpQ-Dojnzf_Jw9AGrfGSUMXJ9b>(-$ho|b9 zocx5hTTyuhLkabd*5kjV8_e5Q#qR{4>}-_{p-M9^{0&dX`)^%cZXfpFzjp9{_io$R zSa0X!>H28r`|fV<+|jnEw{boJbl|Xw5d*$;-sCEuqc+)fH><5B16NL)zIp#j@aQ%9 zX|Uo3c^KtT^#`-RovQs8-|Z(vwSqvQdwuwV2^_uKzN3+o=b^#bE;f9FWBDkIJFh+` z9X5P=OQakHw=2^EW4f)igmP5tH!%Kz3KY=C_PC$#wl|I3A6K`#ZH@<_d$(!ZfklTB zg&Zer#i6J{^SW$5Ds$NIExPp$dN9kWoMg7Dr>@WhHwJ-8*b^FX(fj zX|P)yumwcFf6_FIBKy`^QI0rkZQ}g??o21v8+d$58UJxKu+dq0SQ}|P@HvmM zVK6}!b>b6^X8w0gJbp?|{ANwM^0o?yJJ;h}Od zj7r;VBk0@-+`Iv9j>l2=ZsPM!M-3|erP~%U3I5V;%S3bGRr>zdS%2v^LK&A%{huPH z_><0v3EG0vUkoQ49oHi8I1-de1&T@3^7M_XywuF~s-`>hlFc&;y5TWqX)y}B5t8#1 zMm0S!;h@ljlK=Q(SSi#*@@yp)=fYu}0_Bv81H8He~_=WP@a zq-qZ;O!mHKC@3OAF%IAI%RM|4b+CA0pR5Ff{EZ`g;|s7vdT=nu@D=h%63`aWKw;Jd zq9E~9zZPjRAjZhReKRmjk2lW>pNItnnKUx874ebM+}@J{9WeCaZXvBIv zlwa1i$JxsU_5nS%$rI%1#U3ki8NZ#WKIF*OSEJ7!XjQrBE)u-otH$c#%VF_86OaM>~I5RsQ0>zmU zEy@YSeia7^_Hf^r_KcKa(HMaTxokcKazA$(*DX-ranUHvXdba^e%2K`anZzZOKC`A zB~W)s1_b$~Uy`!b6XX|WiZH^AijR@$VUryUAp@w6{!`cpj_{A zH*-NT+`oai6N}~cSnvTND?l+2>xn36DAOf!6&NeS3}owrKu?7t8P_o*6+3sJV!I}d zZEHn;5ZR&69OC1nny3XrAw9sYB?O> ztgAqC{Qw%Gy`;ZmQ&JqM;+GA>u;9P-8^-SkG}yS!sou}y_CN!D%Y-`us2{<$G|;C1 z{g*S6DvXhx9<>NrQl|t3@MOHO~V(H_?67Qs^^!b_j63*sgdfom*$`*wr(jepCLV-(o#q3co+@6%-UpJ%dA2 zt2a;Gtml5&=E6{r>_JuZd+5oDs)TLtcJY%a`u4`t-gx;8QO&`on;w635~yV*h+8oY z)Nhh>K>el;*H7}7ejCWUULr(my#eaC@`vup`GqK;e$xrFz^;6|w5KbFj?OJG`sNM6 zgu#JK@Rxr3<9y*0e-rO_HY|A5Xvy=U*=~xcA^|Vys%&s?TL87*`D29 z;ZU?jt?}IG)af6^OEO5GdS>YCG&S~J&=-Ce6$yYdH^gsPIaritd`>}d6TwV%^^~Z# zZYZnJB!A|4_hiVS0+@XFu5BwnKC`*GP#^aXND6TwS7^kG;gF@i;DYd0^Z7=S+I?zL zzHa!M!Wc$6vueN(11Z3fX@mkcjOcVPokDqTKd&D3iwr+lF}He1wWcfB5S@Q@D@0G* zhB5$xbn|L1@fuVn51EsF??xcTaw?U;M4T!<`jSrxMr=>s;y}Y~%;NOPd0cv;HEc z@%8I^oH4p&uf1N5F$Z-FMAuWktyfa+&D)O{$>_XJLW%&D+$O|AYbeqh{Cp*RFeZ9r z7&g1#+bt!Yi0*>w0nD6Irk2BCt$4ZWOWzQ`3ffY`&>pjEzElGU$kzOE@eDiK?C5^{ zk%5Dy`d7Yikm!j`w8BsRFhPW~H^$ics-x97J zZjWv=(hy(QMQCgkQ##64s0V^V`8}+8E*PfFL$dBE@m5{WJ)+L9>l{w1^uF+>09x8l z&{!q1>yR&3xhIi=OmJ2u1R7#1@4EDRIAXL%kDRmV$+{Z*(Te?pkzC+V=+Eyv?fu8B zNC2zn9iss;^wZfj$BzD0g<`@;M$Oh0X4lR{D3;wuxtbGyi$J2Q%nDNEL!~-O!^U9V z+@^$2z0QT)fut^vM?%BHJ@_KxNRUPClcLlAnz4d520{Kn2JSa<^}J3F$@FN4iGlw%+tH$N`tGdt=)`BMI$!!|Ey?q` zFn0Jupa?X4)&{m0b#R-`$@y5wTNmL$ef#u45XV$ue~$d13Wn4|a$EbvXwM#qy~=Qf zPW?ZVG3ZpHJ?nZG?R9`_1MosY*Ew7v93H`QW;)RH}Elf0j?#? z)0kLMTi&7@J8VoUs-tba1&Efn(hn{tRYgt~>IsCn(L%0^_2;qfcX2ZD`PNsT=f-G1 z!yhiNCtofBMPC(E(a7r;M&J)b0Y?1;cOU^(VA7Q)Pz4rO)NV$ZXYIjL0c`C9um80p z*vAvN-8Bxj3(FBGtZ6b25GgX-Fk$>_H=vSQHW6m0F)TZ8#G!tw%}9JeUiff{vyrs~ zsz56V6YRL(k`;+~XRYbNo3Y-jcr#VB6!C$hWz$vd$oUBe2iW`KZRh-w=_}+31v=_l zFe9Pdp5K1dAs~xcjU4g!UDa5jJR_L-DKe%HH2=Lux49g>l(EYp?5U}@_xCn%qqeQ z-`{|&nj!J}@pG0`Bgq!?c#l+&U&qqwxgUENl-8l+Dh4V<=j^=&=NDnZi-1m>fyX}( zpnnGM{#8)@zcO_AC)2_|%iEvzuOYyH^Y-WZ_gNhN@z5bN3-f;#pqg5?JM38h<|9U= zD+&u}O&z-p&oW##uGJ`Xw=&Cg5CpxE$o}v`;!cP%)G~?;%K)kr}oT=`D1^krfuj5Vo?VY3m3)& zY3f2CL(V%>Zc&}{xIKL*f?>b<{$=1SWG-H3lHvT}V$ch|Dl6J?v*PFYKf;3tDr^DP(qpx4f11d28fd4xD3a8t~bV5y$C?YZD! zrct!-+VC(VcW?4kQt8s<* zQfLz>JyHX7cMPx9#w8-$6DGoq<1Euom1oz$*Z`8Xg~I~MQ?R-DA7K^0Dz~PpY1#W~ z9mlI|s?jU8lDqdWLSI)FHaZNpRm9VUCLoC_`}$0q6J;v=%`htwa;`tuE$*iowzV~` z=VWqwOPZa(9vLTmkz9{+$yUI1f_ZuB<9vl5sN~D(T4A=@?s}eWGaFvrju=$X(pSb2 z_^B#Mocc4p01LAbF2-l#X0&Pv zkx{KzW(3E$R#YWLTzEna`Q|IaR8G6hwMcs5A?G$#7U6>Q#6n=|w}rqpmZ_=A8DpW) ztiWhZN&TxYiWGd@t56dk%vh@1I#0wb?gjKN9=IQWVEibT zFOeu!%kVQw5ibJFOy9ns;Llq!AqqA?ydvVYQkY;vDy;&F3}QHiYCz^UG8xJWyzL@% z1510=T#{To45=Sb?zm#Pn&y~*(+WHc>w36CNGLyMu%PIDNkQ^3Fpe5%&>=T|CxZO; zZOhoMi_2w3xy6h%~2E*=sT%e-xAz<`ph2r%#*>KOBK|!a}QBQ?q1_V z2}bA(sFTYh*7-(GdQ^E`I{k}feoA<||CCF*n`{!1k={8IpEq~&e2)Amgi!Aq5G;n% zkKPbiI$xge5QEmqBc3-fgDogy512MxR8b7skoQ5X{J}c-sFbY;QPG3x-91$0D32HdI-*WETB5ea3& z92MnTez7akvuGPg&Vf^C_a;qz{4FwVi`cI1<8bpQfz^3GvR6wxk(_T+D`LJL;w+|Y zNg)|%8qhWXKfZHw?b87ACUW%JW#uBbhW_j^7Cnv>VPVZ#qgm#sU7}4`7o8XpX~GfP zUBSDp0FUCq*qf?$x3VzYp*oZR)&(kjf`M56RTyD@6OkHlGsap({k|Uyj{J zPr(8t6oMnxQMo}Wg^d`VXJv20_r=xIFy$bUngJHf@riiccz~{Lm^~g~Q4TD~FmUU` z)f?thu{*wyItRfKR-VEZ?cj_WyEqDzrS_eT2?^nwG%qy+Z$bln?Y8aBBR1 zu}rF$(gnh1N6rJ$?0PoQV71-sl=5i-Netw8SHDC(^^7-w zvB=69g$B*!ocRLl=%&jUY$8)+W1)*b@B^?APzqJst*D$4por@E*uo$@M=nt+*djh> zRjPRVwJNx|txxgwfuknXTlnpbZk0pO+k|a+gZMG_SI9u)I@Z(cM#LGRwA#v&5B+bZ zE_q*6l{PQky|Y-AD~{M};?LZY4cI+Mk`_$-G#{V^0lyV+#YK|fgFmA%KM?jkO8z!a zffn|Yss-8~ht%Y;S4__@3@1B?yGzQa^ zG*ZA`Y;rmb^REt*o1Pbb{e-JYmiz9?yN(Eu=+@BqyQK(Lq~HD3WI)8kf0_l#2?pij zeG>f&xhcdl71|uYdK}8*#H!#ufI8|5EL4F7fhi_iwIvX~V?}36e-M%22X3ZV-$7WDNA3dynO(S_DMf8&2g{n{52flZ1fZHq7Z? ze65*?n{$^isk1YDj_kpeeEq%QZaE+dmx-_~Xtcw^>meIDbWcpCrQ3Q+mg5{pOwJ?& zbN1#;R$6yTF8d_YLtQ5H7L2%wnRQF-TjZ+BegbCFlyJVs3`0HyFqObVb$=LQh*N@- z9el~A#RKLDM)c4W5f~ZR>b{QJnrf@I`uYA6Kx-DBA{>jzi$HR{0nv zNLng-c%kW?;osgX29_ox>UMd4IIA{YjdN6}zq~!~_wBQ{Xl4nVKg1v}RQyVb$(U=q zTXShzwiFq0S-LyeKHV2ImzAOnrl?xYTuWbo^k zq;ewT6bVm3R*6auUNqA4U72XkC&n^UKax+A`WQ=|DSSwaKaz%WPdAn(Rra&xd=L9p zrdob^enOF8@{G4JqxuDzcQWzIN0ttCiU8e2XIp(RXBNMC4~e({Nk?Wi(|9C-#Ti)u zvsV&bQV-HEFxfoi!4-^mB=G7Q7BQ#YfQj~zWRup3M9Bx-=rufv*x%hVg6|CANnl8S zT-bu95rRW#zZ$LueWAClQYs?XkyQH&O9eWm9#zC?{rv5nDjVx8s6_LPN3PS=qHVus z|Y^@<`e-2*s57bs*5NA@6osOX=dv`}fy z`h11+P;i7LNzb4deTN};o>20ChCs>fTuw2^mb#$Y#zSE&mV$CsK;#a}unprEgF+@- z3eK~G7B{Mb+t0%?MzvVRawveqeV+Hti~>_Is>j238zj8~Ygf_ZzT11iYVu0}h9&Ml0-@`GiPPAd_D$o+TsCR_wyv zLSsp$=dHqOv+(5Aw=L1+Z?;|JR@T0^uRABEGmi9=T;ps*m$Al%OoExgz19ZEw%cH5K@=>RVcn2{J==UZAK8GrcRn0Umu*Fa?Zj&m}@TVZRUKzOV+ zLt1lkM1#uoyET%hHrDHwXhfITdT?jNWU5f^VYphdDUJ2~%_h>K!EGfSlb)B}bI?cF zcYGs1whVG?>w>zvjf%Tzc$)IOZ*=l=73Q9)g7vc$CPwqq?SjT+`2dcO%5I@P=3+lG z=NTM;+hIXbmf0{jCP7^V^`roc>z6&N^h-5QddeYEtoN{;i}f(E%5$b)UOga@^8=1{ zz|4t+W@cPOd?$kZ%{Y&N75>soNDcz8LlOqhC-w-D?4w(KdA;S>1q)-7qX6CG+MkF6 zG@6CpNLbLA<+C#Z$>*AC zn=%1!HZaYU=urBWI|cgJBwiIPe*&?5nC@7}ptKSDH8c0KQd$lK@@a2DRdA?H!5&l$k<_cay(0d*Px!QjU zOkm-g4_Udd`oOj;CO|2rQ{X9-$d{+Gn9p!{>Cg!0*5aS7AS*X70J0`R{MF%C%)uNM z<_~RP!npO7lZX!QF;;mFBdLWEvO$8(dR*)f2@7kwBppF|YE2{1z|7COKU$E~1Zv(&&TN~9gzcBJA zQAuP6V1+xr&@}`Wc6eJ?!^Sy6c9|FvQ2#150H@X0yv4Dzt(L!UrHpR6cQL9qf)kX( z;t3dxyty63xG!&)iZeH~jUboRWW`$`GNC1u)E;e5XisXHyLv3)T5}FO9~io;Dy!9g zGwNuQo*B1!IuT=!I8GQu9X5)Xjp6yET&b|)Q}dvuR6VJtxwtLftSNOGScC4JA^#PV zUo+~|iAmK^wP3-Q+NS_D!5NYgDM*P4^+GC7Mod@;`98+w$@Og@=KeRFfYA1df?>sRDGw?O#{js87 zp1IOZ^jYHe{Cgm|SyFw(Ys$~m*-||3MmXK$6~1}MlEEnFZPB2jI$^aouT$liJ!cH! zU@FRvzSoKPD!)UZ#PnQPQC?=N2E2MfgMS+;`1Ee&@Q^IjLG5NkCnMdp+*Ce<;+xwF z++P;Ue(?cSIv;BbnPvJV#xFqQ3bo!x)2JyktmMnYdi!?eC6HSVYGlQvA;JJ$(fLgL zS3dxW=QYg*_Kc`p7JQ)dvaj00RM=(*TRO}-wv$5D5a=i-uuumU^>rAC)veW}3^|GB z3aY^NpRZCOramRar3DF4pGqiFNGOQzxeS$Ke%fN~LhLO_+1Zh1l|lNP`->v8JtBK&+Mw&N4Pb=N*~;#?I434RCJY!+%wzt zzY#h)3I?^)%kBGN3^LbBDmQ*Zn`x;nNv0< z+UYernlzA?smHQw$AQCFQGPNfR7|k5_^NByR{c`&(y2F*6*a(AUA)vQBBI=Ncf$Rv z3)3+*D8N~#THV#4)eF!orAA-zL$|8J?)kRCCGW~Z2Rp;(OdL{)uq>j1q(g37H?xM@ z27*08d>1iB=io4P&9MNt!C<$aW*p;;gfAR=o>8R2wc9xa(PE*aVVxSOnd$UbT4Os2 zT_xHz#L?!5-&fQVbaQ1_wil;1L$n|0v_U3d8`*2Y{S+myL|3^Yjza)7$Lk4M5~o3K zavwX3REmO){8oxa;Z7S&2qzaql5w*!Q93k|OaiK|*FMP+$$qSQhlPQ1$tf7oyT}>( zeYfUEMGrZd-V;?dEI3qgtH-E2_<=$PpZ{$i{=3)whw+<#>01oS&W29zb|!yE!D zM<*5Ag1p&(B~V8J#&vCkm>e5*d(d>?b;}S+sD+8gpk;r6`^`|$CNRig@s2sVk%jMf z*_gp-`Z;iJ=Gn4~CskD+eqPD%=Ufl26Ax6Mm{>~`{XZ4*KP}|Hr^^gC z^qZNPE$BJi?2kX+AD=wmQ&wuNh%_c8BqTiVt#*8ObvC*aJF(L1Zf$t$U-77~@4Pqp zq2*{gY;P+0rvxtG|L&^h>Yitm-lQg zhw|OoO4CE*x&F&YV|c!^>+g<&Z||-jNwoP|3}x@Pr>8%@uQ|7sSJWivq_|fcBh9^4 zxWzgC2Ux%R=f&>dAH>T(1wPN6)}79=U%<~_bemG^aUu4eKsf1a7|OD5sQR8XiO@FLTh&I;(S1s>xrI9ur#b9#4p&vhn6`5b;7684c7db8o8n^7`6LEXcW|gTlcVu<9N%?ygq_3c#9#C6D9B)^*X8F) z^vwC~aTB4gmJgE=p~^{#+}w#SOc&ctAn+qvOCVG??^3PS>POQIF4OWpS|<=v&iHr! z-R;(TH&xejeZhB4ylc>@aBZK}ns#1r*YV!0adxfG`8KJyyr#W4vA{Dre-g%iZk!R| z?_Ae^?!3?uWcv9f%yn&ghEKSx;Dl4O!n0h!x--W7!C8WJkEL&rre{!(ke8hYu|uc}9PA^EP8D96qj9RDAC?;X`-7QKz4jyhIsh=>8p zC<+1!B1(%53!sbz0wfd*pj1Pzi5;bcQ7O_@1`q;4K_Ea#P=rYDL`o7M^a!DakdSgu zn9*@&ocZ0m*0-z2`|x8^wxAt2}t> z2MFtgg+KtGH*N9Q^&5esO2w{MgR-=7K%cx1aN|oBlKS=!F55pyjF)K(3>rhZJ^S5x zsGB5B(L7W4coRvY1+@D5_SAT1cLjfJ&+IIIb%2yBugrZ(oD-qe*@@Y2le@3or=I)_ z8L83lG$*nuuaxV&i1ChC;A7r%?gt5pit|NC7Ye^`YQXkUZMBqh-jeHM*Wi#XTYjb2 z<|J2EXjf@p4hD-23hWSU()%CC-52Y;7%?vnzU%3!ieSvg69K4u3b4>8yh$l{c7L!x zUhC?!J@%dM3h?_*_wdT;o$?wzr2`F4o&wK9~G&0FsL9uS8s3N6XmGgwtv ze7BsJZB;w2c>D0oXeW5*bsRkFoqW8UM!OG_KIiK!AhV6>*BH7iO-2Tpv3^Ur(cw-{ z*naDS?Hu28hppy~65bT%9-{3%)H0q5OIo5(+? zE{}7{A1v|CVe5ySI(5q5-$nQALE6BJPF)-Gk{w7_V<)AjVH^TElsP^9mRSEo_S=Mc zh1nq_Bwov>$PR{#NNQ*uIy5vZV6&HcwO6{>cFItGfKEGAO~}c~xx}wZOi0KYGo{+! zDW>ir7b6WC_(uu{SXUDs?y+~Qkg}~&F97 zUz9^qgLbVG47jY=%jiblwLzPm(+#raaxYmUh`;1>H=b~R=Ij~2<=nY*BQ|M=b##)v z#31;3rs(uErJ$f7Sr)?e2KLlwPa#_qtQV`@UJbitdgkEL#jTX}@lr;IX;T&Z14hd= zWoX1ee~r7kAl#z+=|#&vZ2-U1Dp720T?si zy0k6XGSU(fpHB@}aHV+xQRgpCy{|aq?4-)8+>_GMl z?AgP#RK*ID4obE)R7WRM$Qh`OGkKqqL|JkXQ^0k z=fk$f+Wwm*Tfd_AzqaFli#}{of?!spH}@eKDyoLY*#yq&W?P#~*yns)m+fP3kt4+l zz+zx~QgD}a$8rAXejzNHhFkFZep6Y-XuK|Ww%K}ah|X`MUo_a05^=#GUAM&>#evA9 z>Y0YDPKi&M(=8d<(uwG?X;mVEzcl{B{9_}_+a}2LnE`7*+hMA#grz|}&d;}pJ2-~o zE-FXk=2rq+ItjX)S^T_$lKkld@~q>)#B3_6S)m7BXm?>7FJPcw9&j*ie+S&-<#mtI-&P6;sPuc0~O|DoIhrF ziAI__4@p==$X#(B?+TZ56ug@b$<}BA**xsMC$D72z-BgdQM&u;y`BNwVw2k)wM;F#ws|W}Z*FkWlJ@>3& zKXui+#Pjux`P(K$=$?TyXa%;SfZnQ8H-PhCZqWd@OiZ}h!qwjO;SH>YtB=-us(3fM| zRUY^xe~8;5W-~zkzI8?&$oLq@sBerOP3~Nc&j^Y@wW+GNJ4GM;^MOF_s5uSd=gS4r zO6Nw7mAk{U_WfCpb`^{F?GPuqB?#Q1^c7O|&Ux?uM5P$T%1D=n0;9m4JPUhUR4(Zh zv@T!&EeEsj28j0R7eGma&3EJNm-b+_p$J`Gd%(uAweU*;-S>X=7`-kI6 z6wlSMN|OCcO{g!X-9dd8RTH}67FAFO4LHsT#TFeO9t8Z;-WZUMiv6clOEUa{=zly3 z%!~ebDjGw_9jc|j!mEWi4H|ye429M8E`gV+p;%sWQ@u-;`893p?@Mc0mlzQ6^|?1W zfdlPHXl9TCdiqncXj<0VZ;p)?2bDc3E%*JZ2laeKWH|z-ghd<-<4AQ~-1|&yvQV|w zN-l8k3gAbrVJS(l=<_*(Hc8{)0;73vcR1+@J{C}pwKBhH|K_yVhH7m#3cs@5%J*2m z@*z%zGGpw~!bfqUbf55F=XbM%xpKP{tOZ_-=>1|_e#A2p8uNf=`+;V?6On~#=jTJr z=mi{n%j0<=v}tGXHw$||s9w^cJ6EuijEUBSJ--FJT%4w;nvQJjH4{75wdrN`Ln;7- z6XLa=A$8f!NgG%Xe>>&EkyY|S^5TL`hF8RR1s8|$-#jXq6HP%w3XcDFEE$uVA#Z*X zALq%Y$xs}3QOdM?yVK2lrk;cFBAu&B=k-)36r-~;iU!YevNC4X&96Oz<*O@Cj49Ck zX|Ez;O-p#Au7T7!v_Ls&?wX^dZ@6*)=DXt4{PaL4*&hVjOjPV8>j;!e+^RY+>Mf;- zp9USRg2p~S{K_LU#fmzOdC9FX2;k5i8e)o{E{z7@(eBO-v zQAy`?D!H+g7uwo?@SXea%t2?m`wupqatnL^dk85ZjPu>GNxNF5QugVwBB0#4B7uojKXeA!R&NpDAS=s(2#QX`_h)D8QURX&0|3- zkZ+G}hd4YBd^|&0FHnt96zc``7~c8^k-TFcqiVlchwmV+%o9WQqB(kPK@HyS@;?h3 zi*)W<;WT$d9jEuti)G7DDoRT8B@X}-{)>?G!Q0~vsuS*pVg zGXUhTpkXxGPl~OS;p!APT5VR4ALK)UC}(8{E?~CJxDRQmpMW9lBz9r*!UFo4BCp}W zyfs;!_nM5C-`WU*gC2{)lO%EASf0G~>>xV~kb$EwWGJsa2Q?T)p3Jtq=$7Kdkq}-5 zX!=(AOv*YVIJ2{d-nck(ju(V8DcO|lSHw5$Jk_gWk~quy9NUj63%8zoSXWmUoCycC zRNcx(lX#h1l@883458`$;)waMUUxP%NFL9k&}KS3y*G7DjJa2^r#VC)ZlF2D)7D;m zS|AD-%yYvmC?)wcq%QH)cAf;-w>CTgl+I7b zCG`Y#ZI>zC7;mf$g+rPgza>Ml4rEGVwbAVHyKDiB{V7_`kLPdwS)Jj>H-_f5$WSUP z&j9k+|5SU|`Yiv=Y`YA$>!$p%hakYrU8kPM`H!BZ@XVtxl#IQ5_s*1wu?2Lo>LBP| z*M?+7p=b( zFp%5r;9S#UW)d*q-kLF8xZGw-v^}DhcXuhB5Bd&&&^ayfAY`F??x&v@w51PZrpsA* z*5KvlnvT~Z+t31v=<}SlFTUsvHxZYOo;eN`Or5fj*K?w_!QNI|*>o;loru(M&34r} ze7KPR3TclJP#}%nJ_Suh+blU9aX1npP*he{HZaP(0Gz;VX1yzOfBxv2=N)X#9lD1O zeVQFV-v)7lw(qK2>CK{LF?6-G90We@_7BEb4G_uP;dq&6&wKAaUksbr(~yImtr^TP z8FrT{Jyc|m@YJ0evd@QjIT_h3egX8Af@Q7YRyZZFSC)iswL<_N z2P+F#wXCegk0_6;siev}o-(JC2II_9bDxIco;=fNMcXIIP{6>0Y*9cGT+`;o^nd|} za12MhPCSLJ2fQ&vva77<>aqgG&%e%Yz5dQ5VENn6ih5Ip4kkRr;(eGzbzBiove-hN z=+f3gz`ah?2;>;+H41j&vgJ^(*~bUsqW9-py*c!U=3F!w4#Fq+fl;=K-T{UK%Ewdm zo5@>_YM_@1o&{bnRpIP-KAZ~tJ#Ra;BTf{MC% zvjKTDUJTeFGj*I8tgrqqCU~b-$$*q3fk_j)?kvN#_~yYmmZ*2M?A%@1Aj_=qqJ0{? zv7~_B$;{zwB0DIW-qjkAX3A7(wSFbGzO^pD`>M6yE6*R>v=}2+-d^gssptU(px#>9 zW_6q&bwyHT?&}06!IDQSw!O8Zy*O7q7>X6PBts~`$P+X?k}=tsGnU6W;8T&uC=!e+ zbWWYGUr8pD*`p>u2ex_IUC(38)8yZizJaocRaC%mI_LwOt>`k0nLsJ&$vEtop{nnc zprJbvMrTc>Pf|%RWNFb<0@Cu+{#HQS*Vo7(EAm>4c5L3lGA;7X5qPJAyZ99rVvWM( zgK7)OK+_kKWMEh3Rm%0Tf53CE%Vy6VP_}=dN2a}I_5KqI?XvxA2MpJGCm~zKjrBBW zUy0+N)viBK4v|qilt1a8n{8OSn4KxSh5aHlV zfKCYKTE+l@TGP_6v_2VtFj3fXsy;D*P#?-ncSQ>)pn{hBF-^_%x!#eAwt^e2jC8Rj z@7g04wIwh@nSjx5MGd~6Q_9F{$db;}yA~lsx%C?k!T1YjRd;_yriHbCkcdnZkPS@R zeC6md=MRi5Sr~k%Gv~*l{)rSgcP zTz@uyhphb)f!zRa)$>dePXBh2jG`B!CthaFRxK4R+-YeD_$M(W>_nqZ#pqSJkXuD$ z_a(+chSE~W&?-x^?dz7Tx06J{&o25Dq)Y?7Ql;-_`rUzU=kx^(pOR;Jj7b%ok0;oS zbga%4sy;mzC)~5)ri`HeGuNkKzbahcvr4Gw_TiR&z==A$p5=(~d1|38bgMc$Y@e0C;RS}- zBU^Bd79N7BUarJpOjZNohVbz(7#UYG8L>%8EVds{VI#YEI%rRy&nXYYFDJK+J_A^RmI)gvBSBNL^rHBx^+`-L|QzZpjs)vs-Bnj9wz z%Dp;Ou;>_s;wpzf>4{L{I46UXY`(fBTiOHB#-0I5*N z&?U?&y3Wm762CjR&z=pillzkKB;R9qq}P)Sp-(ntD)86#h2h>vd9^pKbIG$XyuYx<>jYWq;I{_IW8t6VxzP`nRL6?9jpT2gUbku(zvS*w)+*onVb0v}`uBvNQh7tc zBfkr5(safOb$0Uj&$fn%0D<7%NBY$9>u-X#u!b7$h1~bLji|EmUSR(%XbxmC+;U?Z zkgZ49jrt3EBai35dJ8dP;inL)hx};O$oDmlUr!bo?8CzYp9L`z9k?W%-)yEjd#9gqJJ5q;Ed> z#(9^E6?xS}-g3iMtHalnf_?P=s@@G^8&+iK741GkaQkSwVIo-VlVz#Qx0V(ALYPUQ z$N5`6{l8@G?v=8AU3?2Ty9eU23V2RM;%D)ZHe-21FC`|bw!zPTQ2Luv#7EaK{ZAoZ zL(BiHkY)Ld40^_-l}#JzG}+|j|1r8dHiZ9$d#S)BaG6uiuNXCFv+b$0i)9)T6?k+3Gw2` zt~VBZ)R(ruHrJzWjAkw)`$6A#cp$9xnE12N#Kfs+C@Pf0c)?isv#bYVn|fUo2D|bk zY{R$S(>sL698%1sHf5nXn?+=q%Vf__6OL+~%G4f(gdxEp#|ET;*xl3sY8?H4TI1yq zUWM0Em?1OEuLu*%c$l2<3x9BDlCCvc=PkAn{JsrsceiT%Wr!wfwx&7U+}~|7Y0z@~ zuwX(WdmuQSp~V=lwNKJ%+tT!J`@Co2>kg0oV6q|}Xrw|o-Niw_?lvCA2UGStihd@< z`;43dKm7!?hL5MwU_%g!Ob~kbqJoRwT%SnT9-gsD#Cw@L45H#f$Um5DTpPDS&yOdM zYtia`HKA}_{;E;pu;4ml1b#s7I18uu zR5Cy^-+KF>Y&i>|v{b*XgZ96jUKSlN6Tmtp3nOc=)v_d$xPI?^Xp57kP;Vc5A<%)1 z?Qzh+s%X8!U4ikS9Q>&PdB5g+NL@x^_yt0IJu37OL0$-H9DGo8D0u|m#BN)UNgzCQ z%mjM<%%+8_<1miZGNkOnC!#I>|GMI%R7REcNZnLdcs1{Wcj6!lk-rgC(x;y@md7CT zJrK70ie6TIm>U@xu>s?iF=CQNvjuuqySZO*+M)0vkT*`yQW0RLT}7pH1bIo2Eu1cyTfx5>zZ$He94L+nqizGfbac*eN8LDwy{O?AiHTf z**Aue{lALF;^xzBpQO z`Fp}0B^t(%v=sIlc5}W<`0I!4RpX|Fs4(y;v;Js~*DIR@bk&WFo%oy7BAXSsP1-og zB;TT{nb2HH5aPELZehMbS8OQ9#=C%{={SGt8@{eVIUrhC;$0FlegrT(APTw^jbXlK zP~wp@evzX=^*YqKZS#U0@%=^xE!PP3)Ic=N|5cK!U^A9qG+Dwjj^^x0@852vIgzu_ z{Ja<9)E3Xiv^o<(sjoudN71&{6o%I4Sq&yM_o%IZZ@T;h>hydiyKntBT5(XL^^K19 z6{jgc^LzT~YB9N&#X)qw0C|+m(0bdgHHcr&m%m`Cg?n>{`7BSt9|~%17U+PEcnsl> z*~KeEU^1b&SCu~Mtb?L1D#u^vljY!M!Mha^^n;Rxu#$R6Uqm8==qo!GjgTpVlXi=Fi-avrJ{eJQWBkR^J~VWeLq zv+JO9#)_R+MFCmj0J{7du=ztwIc7!A$Ip0S-^a2*dFjo{Q`BaE8h;}l^e?j|4cfRJ z7#@g#BinIP=XgI)@IE{~H3uCyt%WPYSi3it%eLwx6cTxld&U0AM%94m5m&G0>z0mj zoJup6ncKlyYD8YV)ye~rcY=Ih0_=F?<3bj`jpSdOYW`C_2UYXN0|AmpuTlFh@&CZ* z)yw0?QKca4^y-sM3_TD(t^uBPFH~HxiQ5(xi61v|=H09-Tpam;H%Md&o`C>J} zUrf8Kgc0n!n1(DTf^gjnIvk0Y$H{+W(X$nXWZM(t>@M;G&D=iiHd}jVmk@rV9 zd^*vDY=8gNl7B8+|46E_q0yM?jpEezy}I*jW(4~2K;(lM_uWeRj}W+vk;2HiFHZO0 zDTV(?EgCYakZ9#l-1lqQZvp-%4gR@0|6i)Qdksk2jcRPT32lYhqX>+n5h(X=SNii^lls`>Zw-sWFT`+NQVzf36V`E#xpNwz!1aLNo-nOyVt4rrYdncYn1 zE7AbPaepKk^!%~^_V|~E$@>IZ!%&PDGa1XiZU5XhjXlITMu}DYMy=@M@$Vt#H}z51 zLMVI1aK2*e@i^#TTBsdbIP+cr!1Ai0?ULUG^lzFL_ue0Xw}nJD>dXC0JB4xci(4d` zyX^zynEeMG{qJ|^A-vrqaZpf74$=9SP7-i)wd=%gYab ziqFJ-GG}y;{GNGQ?0;60lqET@35}X-4#yRb^7_18hClE9zxm;H`egPenl+7&9y>#U zghMmsj8UfHhL=pj`3?o`Oal)@@#@c_w)K)YDl$)~o#lZjv2q<=1z5SjecYqEpGLh_ ztwt$YXJaqPQ_nxbFk|AR4dE3#$JlOum_&UyX%xttNu0*u?gfap?H zHFT~#=IFGETH4O3q!PJo?6c38y64H8FU<3h77i=yNqu73yo1z1ZD(I9lIti@Vi_p2 zfNZrV`O#_g(cZSajM}I8A z>7Rs49TEqsuS9hb#!%$*d?Z$-ofld8a*uB+4<1KqtlFE5;|0a3q1`JfwR3rP5E$11 z`SYH@20wFRzlTjy^^wRjGBEW0}%tZdfbA^pGa9$7wJoRF&AT_3x7z? zTE3-H$1pcDa}ur{^{y&FyX*;^SZ^Zn^G{PBq-@BZm2KHZUS~7Po1mwkwIg?8bD8Ot zA^2&9YhH*Y+1id|&+-0fxlhdr=^YoC*<*$Mn6Zlv&cmPMhcAZh5m-hF>t4-5QfSDX zPYO;iuCL^;;xR{}P%i>bv&xobkhF`skNkk=8aPEqzYLLMXf<^SDLUB4g^D@{iDaVynR7UP5cvtVqrR0HJd(PI&ZWF}M?O9wL(?hFLy}3A+3G?bVF%ctCBhRsl z59gVf8Loe_ls!Dknaj7LY!@5ujBzzFeBlu>8+%W+2*dP;3KeoO%qLmazD_Jvwt|!J zBsPGYg3i7YiD8z8s9ws>w;RQ`jp6;+kzFE60IfKV%jMqjj<^be4K&wisjv?!2Ycrn zgG3AOjlu^iaD{#Y1N!W=(KgC3eqD8S^~k$P@MP$!C5uXe_Xs~eL**GA*TVIxmz^&D zsLZ{bX?I456{f{RuWS_~t{kJ}S~0Dji^|0ZXFEO?8v<}WyHA2fB%sj~!8^6ugmS<) zEJ~O*k_z`Tj^ro4fhv#Tt4J@yTc8A(EC zI+9b2LpBo#*w?{x*v1$7M+c^3OK>0o7p%N1y6;tN$u3Y+oo-@AY)+C%y&ylhB`&HL zcf*0K(NtAhGxt7yPb*aAi`$5~uTapj%w8GB;|c?jIgS@}P3&}2Vqa;?p$`dqT!li` zF7yjtbB*=O&95i3Wi7~_<;G(%yzH%kj_OcoHqr}V)QDB;VBO;0VYP`y|f`YWx3K_jFN8$oiCuLK%tXZDzw#QSCS5jGr4{z z`V6qGAjp$%UVf+Z=5R3myq!?0gj7`=kaC4=GVl@m3Yeq{!071v8siOm?o(H+WKvu{ zMVgz*5OCMY8lQ@dUotMJ+Z8Z2pH*59WC7j`fACIp%p`xYbgrjX!ku*$pFNe`*1IAp z5wOd(9mun&%`M<3Y8@G+YqeBvTvIxgbd65Fa9j}%I?T3X*bSuDsO zF&M)@!hUlS5xj*}&49!W=!Q@L9|h=?YJP1t4rf|vUHeSW#}vm<9CK)4jzEq92e_kt zHxYjHM;=*99a?X8SH0|#8(8y){Znd(wNxS$bXTrAk?#f?&N^eLgpEoRrrKs0Lb>XX zju8^LvdV(>4=Wh})$NMS$UQgO#TeN?gg+>}Nsg*J7f5XkbO7+LWE~Jv&NrE%Q)s9W zjt>YxTrkf#wG)i+Qs|D@zGgMoO51!j(W859&C&ty+DNrAAbUNK3eucG%VI>zSm@E0+wTTS-b`m}+w}8&n4spOB-1Ixo2B zp#6m|&b*D5AO)Q`-g)vK*C4u-_9R zjd3B#_>y&`4}jcJPlN$CM=2iT_^V}Airfo^8oa=Ym}f*5$J$rgI6wrw=v^umHcYu5 zCbgL7y}QNVV`pY&X2dZ5WC!Vv#QN0-X^-2GQigVBygGhG#%HtcXROQV+j1hyhJxKt zyaf{OwZnK6uOe`uIg+n4^Y$iS6-Cbp!^Yt#av}PS7rC{^8!@tOH9OG317XJm<%LF% z77oyZ`9hPr3?swWdj@5tj@#IJ?2I5_uzk+O0m}~3K&^*ubpUwYm)&h(^67P{2EFXU z@oP#!jZ*#m=|vI)n_H38@iO^W7$xrEV2q({F|$^Qs>fMdPQoIlnk6NkIbI^O8^$a%Kt+PVGA@|%>Rr*iM$ZCEc^h&Httgc~2*{oi zh9W*Dpi*(~TMV-@+nlI(2jedZHUe1OGXNVHpbxwIU; zfP82sc#@~&+01Y$01ah+VxjMwnxHkES=njzg#*2Y$wT-=V)qJvQZALEi}%r89L70xzI9~P&NBE|&~;cm&C0ggl9Di0fo z9Di($TIcre!pV>JOIqF1q}}Z-5D25B`jB_1qfOSxp z4L(qHsmm;!zN2IgEk+iX-vO5^mT$AyZt{CJZJ;c0cjuW{#VDWs@ffB6&oFpt8r`^L z?vXwi2M0{(?$!7v_+bEjSZy>hxP~pewHX%(eiYY~ot*BvR)}K{uElAN$yj zv2wI%DS2^eTe7tEHqCv>uNj~)I2nYpw|$mmb^wfbrN1k*H=?o_riB|}N^7$&X+|X> zfH`Z&(l!j^udH>;Pp^zMq&VbFy0l8&`Gt|tfed>K=eaJQTpt3)(zCt(W)2UX`T;{1 zpM;VqMTBYNKpvmPuAuB>zMvLY=_qq=W3U95f;g+V$NXQo_fk?)?rZkxl2w%^g1rz+ zt>!T0r${9?nf-8+JkK&|%>uYJi{@6$_QD>9M90?r5*M{_n>`k8ZhoVnlcx|3&oX^x zzsU0AgqK!=hsRU-$wc)nt6T3a_1O~*+B@Q3EDd8|su>Q)$R>+Sdn3p2(`=?T>k0lQ z_BI6e`DL{!^(Vzo{x^rg5KQGeXW248LpOg!u_gE00nS>r$cYWFb%(&p#Iy8}zr?}$ zVfj3()#&qh4|tSi;hbl&fcBGtv?T$#{~wgUx!M2_Rxc;EUkq&@iFQjl3rlM@x3Dmf z;{;x3TnW|O{x5PxV+;>iT?;@X4KS2=#E?DGtL0#YY1Ity4h@x8z%osNNtZ&NP5e4@)X3DG?-o>pUJGk1=CYuc3ply%+$cXxMCL)qHe z9@?@?6vNN7-qy@y2go};n9t5bTO>x33M{hqwwX&gH~(H z4atik->R`Z&*x}{OLGg-g0Z_FwjV6Y^z&T(7*st~gC>%LQ9WgzB*~&H| zcsD#j7#UJoPn1-U{n~-OU?|Q$ztSxaTM6xarN2QHBJJ_5abjGWUknTmmJvRjezY5| zPpZ0(L^g7I`mTJbdBL5-a$t}E`K$TgKfv%o+Zb>gmorC{RED2uPn{0my<~2G(S|P) zv=SK|o;K(hKmx?FcGRx%$$t~F8;rV!zKua@cdfDu2!u?R;6(l!JJ_1@`DHyfFJImk zb;of7oSbq(vq)kMvBMid_v?M92B_Hs^i#3h#+|N8p9jT4!?$_K*3M5EkRtNkoaXW; zAVHsAcxf^0Bj?eDuUegfP&yzmP`5uxX%bYyN&9L_ueQ-wVS@pN~neR~+n& zu)29aKs06aCF;OfpiNvVbytAD^0B?`$lno$1O<4c1b|9ReIsekG6l$DhMcgH>jRwh~4xwzCZ zkORvOcm7oWi*{7{7e&`yAxp&;Byg<(SNMd~JNN4LN~R=w@EX~(-=EH!!%Ily_0L&) zK6q#IT+b*CcL>~-=0!`Sg6r4fU}lqh_D-vI)cqR^_rCkGBCY~L(H0Fx|FIw-nIy;o zBy3$9iv!PUOFdTZJu|cWlM_4cXyn>iX%Sa1%89*6?1z@xI4FwTX{U^Disb9l$*V() zhhAL;jHiSO7X`EYwR3btUf84>+6Y~|G1f+05MIot_G+mpU6G&vIE%~%yagaF*lZZ5 z%MEb4VOe3&uKhD_`&4;)GteK^J3Aikq`_dYB>txdl^92GQz%g0;;~t8*xGNSSJepH z?@iZM-6E$Q;7-7Ai~%6wcZs=ff`gK80|zPf2*l_!WbIGIEINw+(cPPFZ96KWanx7f zuI)rCdi0s@EBWIN-(NHM<|bqoQ4LYd7^%cC0gFzQ%sRcHy~1#}_zqIN)xqd?gLX^M zm422hv^4tTzTjVrwL;+d01oP^y#{T#MRS4jmXCq|$FhB_EiI{{5|;M$f+y_Hw%bs7 zZ!yDv-0b~p1tJaZt?;VGL3JReBf#+D8TBO51`@#C`JycUm{#Y5Tv-+ti#4_$U#z(p zmSZIxoibewU)}u2Wyimkq$=YW#}pC2s1sLU<(#6#tzAcUdVD?qwJa;qnWCkHUr1UH z3;s8W+~!H)`yE*xS<{8-!}auu5c_H?>K_7Ux%*EvSaPrZTHg% z*?Mn_6HA;__~E-1|4o_uv~lyZCyj^sZBcb~Aj@r(G<$d=|7WN2xk=X~Rh3i}k?m;G z29BWT%@N#2hxGoG`o~@8zqSI1XAl^Tveneu(HkKsO~jQSm)iMQc>{bxNK#0uaw?cX z*%wDLLO1-|i9l({j(l;VIBx<65r@@M(rIKU+v!EF6bm2@YJO8U@SSw#mTQD(zuoo} zLH)f~Ua5?tEk)RbMw;JVq^rF51)h{A0ItaQ^z{&r7bD-IKW-v#f0;?Ihz$uh6m5(RlY^r9s)5S-ct)*jkNA)S%PmJJWja=p0Q`fm>+@>z}Z}&G_eLCMa)FmTC6)FMlS*rgg zkQQ!NbKI%?^bc_kHs0^7X5^w4J#m&xjvMK%mMlF4q13$3P1y*(D1)t>9(e4mIFY*f zljZB^lA!)u*W$=SsYSDsi}sx(YvhhQrR$et84mw)s%B*E-v31VPiy~S?f>U)fJ}N9D?85h(nIm_L?rk4ls~i-8S=`f zKpQvk_5g`v<_{^rmrjqdm*=UO$yn7@mGUnr^c<`_7~Xi+bE1E#O;?@=0?L7tgd-t- za3Y`EYJ37Bcr?jX4d^oQ$v;aEMc~Vw{R}$6H#cA$e9u1`s_N?NbVrMzZWyi%FF>JJ&JwHczwvdop8OH3cEqj)W3dp<~$KV1J^3E7yy!^H^tEco)h zdy?~EPYeGn_b84_{9}#!4Db@YV&X)cEAbHz7xzBbIYafAA)VyR`X{^+KK{+iUMd(f zN3=D&jrptQ(~A{FQn5!h(x$QGRUR?J&gZHNBYT?DjQbfZ7K_BIWWMh?qtK=^7M8s- z+nR)GQz{VhRS&!1t3PPJR`WP`-gb4gXnUIFn2yq-DZ_+&oqtI_$!JdYxq6qX2cqfC zFIvgr^3^wBhX*b7W-Dc*MgF(}MZu?BjO{bQ_T^6XKUQ+GL1G?;I_&dCsoJ7yfj23#E%LI?!)-h51V7nOA zhRn9L{d6#2EnM9w3zRjctU{kPuG+Z7^^ylCR zoarqymG=04_4eji+cT`PN4%VS&74HkliQ4n;9$;uAgBAxz2^)bpAQ?#Ssn31zAFsz zfMBI-<h3g~x>pcT`nxuGzow)7xiszi-AS^BEyy7Ka_t6W!W=CmvDp_w85|@X18UJ! zykl|0DG_0Nz-xZb{-Vq}S5nsjPG37a$Xq5r4E!lv5f2h#j5~r0%J-G|R0!@HOGq4g zfMw!Ga^u|2oSXu0id9%KSof$cOyIZZ>XcXcfVs)xNbQQNm-S#_27-#u80;3#nV_4V z_BovpO5q-=UNV1V2qm;2n_%YpN@{D=5q5rY%{e7%(>i39yQk(A!6oh}gEm_=-j(=k zKw>j|1oKACNfs_+x-;0lzQu1+XrZ=Zv#N|zmF8c zt_ws2BQxDB7fEP)65gt(38@q3VhYut~z=uBlvBg z%94<17`D*DS#wJ&jK@j97U%G>B&&>5!_F>Tqx`9-_q-7aN!QFS5wvir)kZ8}%eM<^ zSCr^^Bbc_f*NMmC-2KsL(WvyGikX&WJlNRDzenjU>WXNcO}%CCHgaGgD6}LbJc_`@ zCYY$(o09vhA4fRBAhW~LjPF@R4wevjZpNnu*{AdR)w6?M(Pvv3CzpZK?|jv)-Y~!+ zUVhGSNaX5q@MZI^TX)uQ%3sxrh75yfHrS>X7**$*J{Yxk4#cVK*YaNWD)I$)xwBqs zCSS3%D6s=I-m>5HfwL<5e$-n-`#FaxmGV~%VngW|c&ELVr6HN^$U>pJFScrWL|p7B zE-toprMoNDj=j%4>-lD>%c)1f-o=c~Q_P5yR7l7< z`90Rbu{UJz-pExBIdUd%!vjaziz@3C3p&njntVHvsJNdvf;U92TU5M4LSo2c78L$H zWkLP%U?@v~xzY$SsO^FI<4zZc@!(p2Wm>_Q)rj45;@I_$)d3w&)l>ZH?XUIPot6P- zne>;acH7@GeNL9O2i)S9XmRIunfd-YABFmwr1GfVq0LZ<|}4NzzuQ zh-LoE>JNfT7i5z-w4Y(^1AH~;lHE1LK|1#YAd_`p!)oZwjKys zfl0c(C!)-tImZfd$>kD)M&v~2+YUG}SG;X&&Ff+p5*=&32IB28-X1Gdn zC#8JAmt`d+5-=S|T|GUOG%Sl&0{5Ehgtl1erN-|id|nYQEjBXDhHT=Z*D;j6i=;iQ zm|8&KQ$j)v7`mgZ7iP8b&gM(SIlAq2zi9*SF+x3CN}XJ+$UF|QDU|h?Tp;(!QbOWL zTCx{{9bTv@S2j00Yo_ubX52|hr}L5)t`vhsth|^=6`UyS9cqm*KEMmu*$l6WVp}Ay z8_w$*&ErTn{XAy87yKcxKtuDW>SDy5L(encrrovB>WpETZTY%-5;n=hH9~@2`Tm|g zd|ok&!Isw&^)`)6OuUJ(sjmFY+ne5wsGg3x|C0M7?=XDws-2N_tAYj(^B42?pOV0n^IB`#oAE zj^|$!0%cl?NC~gwEG?_2+h8BE+U(tHoq+lWXGmJUy{14B9VVQqu8B61;T!IPKP|0S zP-g`au_b5G)1=mUC#uT@e7J8>o7u<&$U%W^Pdj>!@+;P@c(K&xM)L`>Q6%p z?Txi@NnDyLYj)?m2k6NHQQZwP8;%yqe-?Ox^jf;A5&3Qf_&T+OgpIeBiqAH2(IWA= zZVGR=aX!}RhJQ=Dfn=%heM0WP-^?fb|FrWTLc}HIe>ebTwc{|J$O&?V226ksbnBS#cS>5*3MJ{4+)L)3 zIf#)3O-`y7R_petgf$J>O3s?QS0}ouDlNqVcd+B5++&h*1B@)or+-@S))kGfnO;55 z1I3ND%`_1C_-%GpGN$aJj_F!WdOWspb*`FINZ@@Mo$ieh^K%js_lf}tAx#pDHUsu& zbE{7BUTto_(M;D)8Frv1+jFb_4L4r6>~0_f?{g~3-Jp41-EsXN@_o-A<=*Q5 zA!`bM8?cyK-d-2a&5&IzeMQ1R?psekYh4#^wwJPIGiYe5&H0n6z!H%MqM#9??OM1i znT{ET&zko!4X@PcJKKKpxgYhyQg8Ci88f;p@j9+ZY@Ef!W6bw6*tNA^(K3?d-;Pbf zz8;CSwV5>gD(rJ8}b}L0H-Y}i`5b#I!>!e)m$tHt00hO8< z|3+o-bv3E!vwPhhau#^|BrIHZNUd3WX1TJlN{0NIOFCG&0yUlU&@DvYcdamafyX>I zSamZ4@dn|Ys|%rweYH`Nkc@UO@>Jc~TCqn|sFXKSz3kw*({c7Dy5v=B6Gsp4e8~$d zvyU*$?=QL&mNpi_(DQ8(wI)=$cq953K2m6Is^M4q1H_j6dLFmI&y?)xVo)$I4ZI`6 zzT{Z-FuzdJ?3}3JZjM^K|NW@ceuRhT{ZEAVQ&Z;wTXa>atk5_|sBF5#f5*$;fvXIm zWb>^Up9i`Q9~%|(!vPswkD>k&*_}q*#~k-?+3h-=?rpAvm8(qqL)~^Hr8Y_KZFhkZ z56$4~rKDJfS~z#jJY`Ya@YCmst-o_uoSoSXJA2&KP3>k8Kbt=2fn5*u{ZvR!fQY%e zN!axpE2`;Nc76)OI3`Ad!sxxFCE3J#SAu;68?uGD$0Sg*ws6HVQ_!UTU+leiTvJ)M zHy&(^1sN*}LUa^S0fP!;q{XqJhGIt~fJm>QcM{YQ#sVlPy(t0$0ty0w5F&$sND0y+ zgd{)&41rJ*2uVoto`5>ejL&_Z_w&2=ckgpw;h*GW@3r?@>$}Qc`<#9HFc29)D$M|@ z6GhLAFJuck^^ZWK%nF(Ux;!M0)+PZr&eAbPiU8-wQir=Fm1`!HUn2Bh?)$a=(&kd! z+=jrwHP)sJ}Og-lY?TLxh-YIrzj9&4EhAUwN(<1K|Vm*V*;s;kh-a5D8GE8lx z_vUXG!(Ny;*h`}B0@dM_CSlPwxV9N@1nb!<5a>syxEdM6;X}B|KAf{6A23AoeV(&T|_c}{WF?_NDu zOjz|;i-gLikr;5h_^uO-M_Ic^C;r4_=P^`JN8?TVr0jwp?e%cE^P9XCkLl*RIyw)o zJDY+_(dNHb73?ClM>^vUF#$gjgm$zyR6v@#7>_Gg-ahuJlH`_6;~{hz{`**)F9Q2R z(OU1v>}QP?_gKiAw3ir+=c1Mon@rsE0YZQ#LT0a?oMkc#gum1*RS>A#4f!{&qfvo3 z2JtM!DKeCqrB&eRtH#}Z2p|>4n<*G_B))t+Ah5)9EWHug1y=)224$93@un)P8deq% zOdgKqa0|J~nv|)g8lYgIp6xw##blx0_=J{d>R;L)%X&7Ytvrn94FXkXyhsio(BmQK z#tX}~S=t!ZZ*WU^&x<>4z`w^;D)@;cHOOUo2|aH+(o}6n*Y^3TPVXp0CQNX0SAA8F z2vZ(L0HGw6%ROee4Y>0`B#6siN}M8C&bUs=bONUli6S)w+;pioUIm< z6wx7bXNzf<^|sEf?DAL|c-GyV2qGlA1`KrVFBsO#sv7thZD|J3?i9cNNppT3A$2~S z3zSB2_~bRs{-Tk3n6Q6*jwzZQ#`m}s@I2H) zY(Q6kU3xjbJ4!EgMx~_Qu~Iypaz;_=v~gVx1~^1(06|ACQY}y<4K1EyFkr*Mpq{2l zH|%YE-vU%m&fhwa@xb{?*BwlvF-)(7Vut=>9kh)EXiXpd3S| z&94|!G*~g29O2>AT)Cb>Y0DI|Zaov6UL_AGgz@=&UdH)|eg0CC>Ezs+2tJm|bQeX_M67P~6gzFtgbqrXFiG^hotj zbKUZc#>)eXe*Unrb}$CG%Y#QfT%{>*q99MS1zyD1VdC1!WHNUelwfZAC)p|VTwSQ7 zy5-U?qca2}?A`m;tsrQ=1=1Us4wYg#eNK^b54&D8j1LyfW{BjbOLU?A%ZCGc==ns6 zZacFBm3X{}i5;il(fGN5--BRjn8*HU@c|BZK5aJSL^4KxwTI`w)}Aw4FJjA}=;9kp z(3AS;EuQFs>UfGyk)a~x{MTsj=yDO&84Ef9Md=A92ppkoVLZKgJL&v@p~hE`gS$4* zj0>9aouiob2*@`pYi7l|MBr(-PIKKqZXyxajTde&=}F9wRKE3X$`|V&zW(Eml0TC6 zQoB6bsjJ_r;+Yk9dMNJue zXkc{@dUfC<2IB!d4-M>ZgXCqPM!?x&AdsY*b^WxonLH6cYp;zux#c}o9Oyu=rrSL{ z#HR{^K<*%|y>8;O`#_-8hw5u1+UI|l_$IM*+CbfWU9J!0jp+S(zAm>VH1dvIHgI|~ zD0Fe_ccTAyGJPeoA4gfM<~1IPGP}I1OjBk_?Y@=^BlnzB?uhm-w_dz?snwyr6^9c_ z6AhlMs%f3bzO+C7(V`blnF$VWpB`PjTlL8cjT7vpuD?xZy@+?5-dVX18pCgi3mMk7 zyvN>4#vpX<(+(W4pD9kAp6eQpQTl+f_nPTx9OI=>i6JwfR#3#9gm!VEHC;kh=0LVs z^@kR#@3k|U*XJ?^L{qZ(wVEKQR!scC2r))v(>?Zi$%+fI>W64oht$P*a|o@gZE_TY z=|7pE+7TEcWi-1eVS`@tZrC~F_I9?qlJidE82YFA*g5PZ75uXw$3w=0x(RkiQipQ1 zd`B}%)Nfet6m$()z@tc96L2o6eLbxn)&It z%7U!YV@Jo)~XEm%&*t?;8YfE=DG1_doSWYv9V(~F(&F)cmi)*-Z!p{6q2 z!O5o%4*@Zj*dU`oyHtYKZ0}kkM=Y#jCTB)CPr4NlE&RCMaR`^DTssnp{ju&J%=;e+tKW24fS}bPnBkJNSyeK%Z z;30JmQZBO*)N>D~yD0tn=&`$(+FcMSZu-ep%Fw!JzBYS7MwT-(KZO2XB(v|TVX22t zP(NFM*=JWmgPd5}$F}`4V;ec5Gb**bGO01XuFl>|!acF5Odqs97Wdm4=eH5g)%ISS z+uz$*o(DZu{bM#%%tq9-&v0^ySG{u~7I;?()uw5MJ!!0L6eo(DjzL}Nw2y&W`HH++ zsvd&?A%C981xLh>Hlzf+5O@(s%5+Q!LiJ~sE7GDzEYn*!Td)kExz9Ys&ZG8GtT1H_0O;)Pf1#P_A@SU^o3tIY zqS4~@Z<%7)o9v2M8TzpC&xkk-ApaTS%iJBsHnZUrZPAs%FA{=_Ev4WzFp6^A7e&k) z+|4!&=u-J#X8fRT>8o6u@!KE={h7q$>*sMdKgy{Y)DNM)HieEy--*$w{HbC1_lExq z#8dskx*qk^qvT%(%jF*6MGiQ8LI^@_?E)6we!+GZOS07U0bs6o4z^8Mi9^iQz zH(5757!FGFXAQe)jgL_Ew1YNFY%=?Th}gZP0{ zp40-TW^A^;+dVZ$4Hp4VcBDSU#e?pC@kaeEKhreG!d)Rzc6av;c@NDIg{Ni$7paAP zhWlMBemQ=p*Jf)2dVug%>1geeE2}=!-_)?#em3)%_1zp@JfA{svM>Ps{+T=L^V(%8 zJ|9QCQen?kL$bxx&)1ukhaPJK+ZRuZhLG`g z!g_gPCiv2HIj@XB`6$y=9Je~u{qxA6MXuT`qG&n=UyLe>%3EV^={cEHHI<{`#jHoZ z)hpOI8ptq(%MoY1(5iqhy83xmi+_0H0hlu&>{mM9ug%Ngs;c0{>t{|~qDxmV{tQR& z-{%n%Ql7gfXw7F?sR|tRX^Rp8r+E9J#kHPP_KJ>~C(yKV!JfztjmzN7fuFykb*R0&pmgcLzH$9-6lyQl^;py1P z!b7gcfvg0Qjb%aZTZ`AAMUIF^fFFjVd){F}hX5sA%`{0bRl+SQ(WN)ryZz@(4&ZjG zNrZa$%&9Gj(7TiGdEvs$Ps@HhL0ggOaq}{-J+f}8IwUA)y)!*ZQ8e?gFrghBp`7U< zzz>5pvSG5s6+mhMx+V@6;&2n6Jvw$qB?3;%)s~H`yKwjqQf-*ffVUKd+BS@OK}Cj# zBSH~KTmIkZ*y7*ptX^=)KDAsJ-r!awowo*1=|S4v(V9g+!~$5#1f=1kPiw=RdIMb%wg{Pi^G?GoF0#wD>R{nYnHSP%YDXIU9FwUx;ZlRm?xOGfvADvwQ6p02mtBcI0$T%skTj4%9SMAta`O zq!5^(tO?n)qBWcNNYjp9-du&a@DTT##PpN!^sohVRs-*H3MpSS0%W5L3NQA4WL$W} zwW-Z3>61x~oRt1W%6Q&9ZV*-}@jaJ5xQ|noy;Ya#(V3FDG9*ym$vQTbG}?H$o=k7S=^t+>i))Rl9xKpD=d+4dZP2ARIJpA}$v7qhghtn*=d*U;P zH36`j%_J^6AFXg*cEOk>(>5E;46fL)>gvuLOCmuZQ6oDk1l z%+oP3ctRWAejoOKzL1YQBkHT>I_>oY3AMqD7uyA6WTIefO%%WFozhtazYlfOL=ig* zJ^8^z#*57$%#`_Aa?12|nC+0NdsCS0&;lAkcdEG_e5uJVZO#TA#PLA~y`~92%1LMI z6x40l7G$`1j~HE##Xk0xjV%EC{X=}rjNtb)vgnquj>!4)iW`P?ooAtgQ%ag+v@=0<*hzRFFG2q39uty6(+){&!Gbo20yCWEH9!ZvUB}RsD z^Qhe4X@p?j0ZXm9Y%&a6XsN|}{X>*lo`)`bI8C>qi_N|R2_7R+5l!br6JwcFU;i{F z%JlJnN($^EkEC?Nc*m1+5f#-B`AsAGOT{$$_j!FP}UQ=3K*a zoDsl?fOq@Df_Y+>S?7X~MB+n2oJXoGdViif_PYj)faVSgspcaSWR5S#luPS!Lh#3R zo>ys1Z*ZQy^DA7=WZ0Q197@#I5e%%X(N=LqnEChKj$jmMyO~iFD+*IuKd!5J<@2HS1~qW> zjbGJ-KZnpiF6TC-`8;3Ot-P)i@8i@M!FUHz=$=~*+$O;&;h06O85#sOh~Lumb-dIfbF@<55;bkr9glqF6E#0h}F9)_OEr#FP7xs1zV z?K=x!VlzeU{gz1>wnw<11I8l+I9JliIl@_#A}Qph2|fJ7VHM+)7$l+wZ}OtQP9vDm zx!kOM9>+6b;HM?=Vr;)6^P!^E0@`YH<{4V9;y3utR4*70?w_2_cMQQ_HW2MBh`4%Q zbkJNbq^PS)p-imNw^r1|F1)_;Y_=fWO-lO$C!}kRJ`}U@v4iZ^O1(eA_h*4LEnVRc+yhmIU0v}Jd1ylCa}6I$h}#z7PgXEM z+9xbQnt@4ORP+ohi8>6Jh4Hk9vSxuk-roj*hIVJ0PG{WH3`?}{WGxux?;wDVioEGi z`pWkWFt^&ePPD_^SM*@Kx*CD9SB!BlkF=fRN1X#qp^|OPw{+Cuib1gR8^ZVmf?#J^ z;p2hh=zsyZe%i;X1EuhZZ!$HVb!*Yfjzm z#TY5w2>~3(90Sd(uO*_rsW`$a)Z!P|5LVs8p8;>B+C)_-M|)5dxG~!8(#L719(==0 zcTzA+nE%8BS>kc9cA-bga}OzO7vM{u&pyW5`a>fa53)pPR^FOqOhj-wqj1eECh<{E%$r`S|#HLTAPv#dKUO=ZTwIVE*I zT3*q>5xXK^NJQR+Zy2`oz`SqgpL*Uv=J8#GFU)0$%jHaR9mXXDyfX8`Kr(yi9$@3x@+Lr#6g-e|G z6V=>(EVOt>dGDMMvPAbt80SsZH4XfW_X0=1MsvU3ERPb^Z;2l7;luh+6SewCwLnr@ z*eyu=C_Gp>nP80GDfn4qZ-ld8uCF_sce`W)2(^)VfqtTy{D>9tb)9#=A&d);0b)(r zuwtY&TGUO*20sEEvFp4HfeFe+$yYG|&;06wRG=3OYh6or0_xhhJ zd+Z|`t*WB8am)o_&_S@7pl+IXhl+Yv0Qa@T4u>Vd+EOUYJLV?l@5u3}E3WDVi;0Mr zBAy@BxA7s2?>K55goRXy{3jL{!eMF=D}Q(hEIKX#{+~oZJ5Dx)gU4X0c`SPl8n7op zxVNEA78MhT5_BJl(&=p$hy0jwGtM#IJ`)!Nc@D@@(5y*GG1p*h1w=tRm?*YkCm%TN za{2uHPthv+<;QzJh^os6-zvlWnZOyZrez*um7{GDEn`e)PBMaS)oy&fn&^iMLhwB)oCQoQ$I?(492*Xd%CJ) zxJ8ZaQN<3lo{+KB{)Ec@p(qu~+fEXzpFs#D&9G_D-eXpy`h56$rGEbV(Op;}OSQcT zAuIEIt$1N|OwQ!iryM^2G_c6+I3TDi8IB{m&9TVerwzfX3r+*>T0q3}J7f4SaFPW*C?eAY ziD!+h3`a66Shrp2;kh0XYrZVk#OPlxhA@FGM+~R3D0)kSCn{HVQTi)a@?c}k1k}qx zSrZ^S0;+u>G=}u}H01eAa%POi@)1jAiA*nEnF~2!`X*!Cos>`9D`ZO}D^)}e8hf`M z0)kyEfU{2VqGQ1;CZK4SgMSYm&Vp0R*sBF*<*1n)M7KVW=1Easm#AB%09p~qm*Sl5 zc@jh*?I|R8i%eQFTqgZrn#Xc{U4lU3{_M&REDc#M-(derp zNAofZFLT~IAbApyUIGxc&)|<%jNCS)d<2lcA1o5c$z(HMX~?MJ3Ae=8Bs#^p(EOV8 zPh{7%0#FxY{~>@ zv&P=^m*1d*6;lCp0mDpYnTV=t8=BZa$h6|smGFCX1rCTjSA=Ate~oJyqC6hJfEjJk z&{hD?@Xw3Lhxf#>ZM_>}I2FyZjpJ;#$}ncMVStc3CU*&4#$F8Uo`sdMkL8Kp2LPp~ zvwzoMP7h|;c;84c08MVV`i;60_P9j{upSMK_=Z-ZBN&w{v%r`{M}$4j70dCc)!2*A z`{5<9S@PF8J#a>t;QI~1WUSx)r4^8wN{=AkwoX?>kY2DLvCao@Gd$DY0T!lIQ_LW6 z1#l!J^jJ%+7#cvGLh|o*itLLtUh7TmuxrlO)2c7zd5l&05(aE$jyVH@GE248EFjBK zvXKb1Kh2gd`OHH?yi4)tB1&i=VExkOn2e}p0Gh~>1ngG9J%Aa&&b%}Dm4oOiXOA=? z@^bQ<^-c&six;jL{9eG_-QkboeE|dmSQXc%{|c%-5zdNO@SX4#LUQAHG5?8HeBIIxv9J77btg3NlzM?xUj^WfGr`6OA{e9c zNV@T;vxtw($Jb0O9=1eJlG>#)7ilA+me(O*5|+Iha0S9fZI?OzU0IpaCV$uL?p9!5 zFI}{%APIui5&6qHA?#OEvPu}a%3UHy(Ia+J=4?ZP&fm8C& z09JJCzacxogS%CYP92k+{Yb$nqK>_|NDCCyBFD9xf+%Qiw>G5+BY0NkIxeKyP+woj z@W6?ZVU?3bq6g)uNxOWjzLBb*XRiSj>)g7fM}ZpmpG$s+bk`y05yLmCO@+D{!-g(L zfJN)LwFBWN@pygb{D9%Xbr4lys$6#+qX>+!#f zA;F*4!>SwO8{MociEh$($tr@+d-CnifQ^UL^04tCo-yFe6R!bc13r5&D%sH152_EXguzg$^j|K zf^r9usDe$yqiKK%cZcko>#SW4R8F5A{l+{4X}LNjvL@v@otU=~-){4lh2Ec?+h3L? zfAQ4+-Cco-!|jDan>epq(IBqIiK}!Ufp{gOX4=hvbYC2~$l`e({#JECoIB4KJMWEZ zNIeyo(H4@!n1?vVTql#YDVmzmcIP+ zYU(?|{}D2@cckrCP5^eXpE<=I-?UCkynm58I`(c8PbmqP>DD??@*qS-$}{jt^T_^9 zN`dzm^~C&jOX8_gP>_00mcgPAj+m@E$ovlyK2f2j7p zUx8f+XJ8#+{V~mD9>T=43nrnF*LWrQi-QNj|HS%2)U%>fY6yFpD(`oLla$)eGj79Kdt#C%XH598*1`SrN z)xF)$U>}eF6jan9?6WZA7S~dh<A%}<$vGo!pnMDF8 zdJWc_mjj`Vea(pFC}d~D##%@NTlU^Q#hGq|;Kg(PRgdYII7D|H?@S80m8%MP%tV>M zoHV6*_p*of(-L(c!xy{DFpGP9b1nyXa7S3@He7|7d=#!AODV?^24)CoAxnuXz>Yr` z@{w!|L5J0pgA(O$7IX3Ofzh}u@N@^Y>{<}Bd{_y_ZOGAMHW?#>3jYPp#_EaVU3}T+ zLoqi|b2M<;i1q~@U&P0Y_!Bdk(^oRSa7Sma&X-1Tdc6pVW?hx#4sYlwHF;3}+6!ht zDF4S&=ismS?8i>KWmCs_#^2>5O{#a5-zL5dvwk;1HOMesKQ5 zylgHeZ+~+;iSn-uf}IA7X6pqJNuyoRK>NnCHM#DIQP|5h#Iqk4yN)@|;HOKG-AN^3 z$jQqrZSQ%~-R-3J{~GE30({{v1}p_DQqAvYqP7b-rlRG?;NUWJOxtm~-G#8i%vMRQ z&URA3;6oGM%l&gFSda9slf4MKaBB1ic1!=ipm<9F)zjE%p}Y#ij{!%+owp0L%~At~ z5;V{qXth~j1JDTwQjes)bF(?HWjQu6>kkAgoA`;Q{oDhGCq|m9j&^PY;v8^#SO+2I zZ=vW2qGpwm0O*W2LJLG{Ple{kYoz66tEL@hOCJke55QsPohE;*k%I>G zb^^H~fLBqOU;P`8EhpC>@;OTeDfKONUt|H2OgA=JvqIMSRp!cb3Obv9du8<0UfD_V z$PYgz2(ZP}1Dcqv5xIr84eVZI4`)nP89c%XE@w}^z~-S1D)oQH(btwBI}KMj6u#^L z$GE_6m7Rb5gGBz5`V5V`%~{SfqRrBI!92F(oI6UNH&eysp)2|iCSJZUSTg0@fWRy zFKEr=uG#g$Jy(S1$#fzMDX79B1wq|2icNEOyMTw%J7Hct?v$kFY(5%7isWRzqZ`IO zU7Z`WvGvl|P?DqvI9#wM(i1~!JvXRXEZ0CIm~6&iI7_aw%ueq-0LOi3#N>1af^`HT zHP*Gmq-Is*fC>K@M{56NcO>q#*SmOaCYxzX2MUk#xsY`gsiUo|ZAEv~bnE27OpEPvjp+%!~3U7Am zRyolPiR82mwmX+U{_}{hfWr_RTuF1Agjf09slpkbN%h%UJWTkJbiMQnf3nJVMX=DJ z#!eK#sg;+RKxTe6oejpu#%Ljd;p@d~m?cZ0RLPA)5UViY^=0AV;e*aXU_9}`VXrt- z(l<$W|IB73arUs49|A^amlX~^Os&broA-LV&Lle1CM|r{V6^w9r+v09HwUpg)ptFNRp8bsAclyXyukfbP1$)w>SCI&E*PcX(l z62rCaolospQgY|PZj`P4U@Cn80_ZoV3^!CBHZB@;~QFx=yJw z)>*<2(K+PD=RX@DY_eR;n`RIPmHv6(SP!_Gf|h6fg|YS1(a-%_M0e}!>jynBBob-z zh#vxQq@OI0+#39}&DrrpWoD$Q^qo)sWA@SHp?AUXzR0|e-~3QK2WQ_k<5L>xP$-mD z?EX&&cPF!0ER3RmV4y4vcoBxZPN26(Ax47~XV{V^BMT*f15VoML>W9I5{LnxJ+@q;^o2lGsas_o`xsXDKRK2-N|jiPjS>1o zu`3IR3CLyu1XyekZDXUnOzWl3&IYP3b}zDk`?l_?`RP+=*&AVY9e5TRZ?T#B(myCj z8x?OcmDy|;)DO7q#yALVV35sV-=^3WPe#@RXw?)(G3WF|9;HzKjCdfte({Na(hRyB zNv#sp1E#yKjojBZ4vw3rsV#?`wse^>TW?8nsZ0Y(-XGtQr=(P0;bRn{y3{n23c975 z?RVp1!(N+>oVI;#HbUE3#m+X zy^gM~fLo@D-q06YtUEX}jCDQmLA9P=x@MHVDVsQT1juq;M*oL;_>w>T6Dj-==1%>G zZ2yteJY@U7413Y--3&NhAgvQS-tav)eExAV_f4Vvkw;u?qrH=@vuoD?9I(nK2b{aA zE5{9}aDJVWeaSKb!#4e7*ylGtJ4XgeU0nrVT!0M_^G#yHYM|J$!!v8=0yy!}Oo8hYWIQ9whm!%S5mfJzTD&*IHAMAVc{~O83 zKgs?H#5=)J2ZX%c=j+vMIOyYca(k%!pOgu#N*1L@c^fbGRna{Q{j!7xV*C%GdTqK= zz(e!}Y@H>C!1Pq$*s?7qpPPd~k;=N#60Q0b*}${X^$$}Qr~?nb(@qhNfY|q$j={BCKZtpRDrx?Kf6+tVk10K^U52S}xu?Z4zz zWM=qzkeGEgqqJnWF2oBNv*JTv+?rww6$`b|A@TmB(-9{ z+Pwf2Ub^SSCR{(jQc%H9@Y;%MXTuyvp2zWtCBwvP4= z-dp$WKcEIVf^wti)%UatfEZeNd)t};gn@tat&qcx-d?9|J&zz= z-H~p#Zr)pehMaWsw)J#Jx>$MJZnd*=@v?;+cXRMynpg28GqZE^l*G~#e>}!^(@jYUR_`3{j}rC^FFPSSADl-v-hrAE$eoX z`AlAReX^uO;zeIax3>FQ&h7&zZdJQmUNO(l+~(NX^*riH&Sm_8p*fTqrKCRg<;CVR z_=Azcu14{Z5dV#T?%T~s1|GdPcSmX$PxlPPfPLNa9(I2SpSC7l?Wr+02)F{$Vz?4X z1=)HNqcrzRNxY|x-Rg=JcG!}r*D^N;PY-Ig#Fc`~kP#8>1<4g(P zWeLuQ>&k~f;uSUf`$2DT=9&pL%O*6tJ;vNQS0?v!RSx#@d$@7@Z)@=Z%y|P_AHtO-pPFy85c6cFy&|lC7@zme981}aU7sECAn;>_5+n=6&d{gWwA{g z76W4QQpVW1z1R6_BE&V8073(bCOm zZHRt*&{~pk^G|lmLknMS8Q+&wkTk0SeQR2jGO-4Cr`GBU+92Q+?SNu?OSG_x*yzHY ztU?Vw+MB+dfwXIQ4Kdl!5`BS)GYWcrvwJE8Hkq_TramsuP#gXXEy1Q6!lR|ngVgfv z>>IAa#>h9~+T~_7H3#?cIqhtYMs}K_y%{qRH0|sY`@V`~EC4svsC45EdDr`(=%cPY z(;`d4T!vH@N?R(FuAv2w4VQPD5+P6|moSf_1m>GA?wjOUZuE5E*!E(y_Q>lf#YOQJ zNyQ&R{4<`sW>h6H72b``y{)`uS+7x)HYNWYbkqW$pr|?4uUPy9z1m7S=s1Q-%}#ue z91cN1;j6uZ@(%6~rN5u;AEm>%hxfrZhMy@~Q-%2$Qsjz5Zyy=@IH5Z(jW+P=HNIF$ zT;lL5m`y)@hYs6)N)7G;T{_&=FRugzIC*ObGS;*c zqKS00abx2|NUC&20u$9RWa16xf*Y8gL}!1}fVcj#t!+rx`eA!mmN5OPOtp%svc;<4;I_Wmvwh_sIBSh{ z;IYHtTwy~F9c8!*lrlJRXIb310Q+`lrI}~&$4s=Dw`ka=P*!(~hhM-4`wG9nRY;X? z98L;va%Mud8<1EhI*A`O=rrpSy-vtG1=4C{9VkAh_xm*WV1L6*IWqN5X-=dzSg?#u zPb)|Wj&0hDr=SSh8?GI%bmLL`E2svtfz2wWPwg5S8z)V09DJ-(g|&r&P#8Vvk?2C5 zbQo%Ouv zX(rad#INcSW0!r&L+t4+Myz64rdU0LR*Ph3-uWQ23#lu>AI>6|9lAE9CLtw9mDxi@iXgo&86X+LY`erssWQ8TU!3E@{67EiuJ9zR`IJ==r1o`lAx<(bO>uV zUZdV!B@?+;OzTv9Xlb*BC0w#$W$}`nhmxRI=fv_2)zSkci-qu%w)j=f|8o~!$!>mT zfFtxX0MkIi&f~&FT4X_(P$2umfBjOdO+ufEP zTH_P!zTNJm;H87(-C-rr2m!p1Iw)}N`DgkFv9F#b1ee&sU1xhIQiFXm8)SR7BW z)120;QOQZ0v6l^fCG;5x2@^9Jr4Cx21|FZBnQ5|u^&F7L|Pi^IWqg? z<-r2-6XSR>0n)P2tH2euF9Lg#;{(Xqn*=&-AfNVNJzuN%397;sv@0vp_*B!{;H6|u z(E4-rN{V*NtFF7rfo|u}V%8QfvHYb>3RK%MdGeO&^}_T|(o3y$vKD5s#`0Ul# zKIM<466x_;db{_*CpLT@AYO5H#eX~bv}Ph>x^niScv7Rw4?0N~FG;IpO6R{ANV-3^ z=ur987LDIbuix*kZ6g!i-0eVP&PhuV~4YT4XUXk+H`7C7+A4p zYo5}v9M$NO3@ezOd4o!~H@OO|^jH_Ko2Lj;!p^Ex2r=2M_H?jm!FJ#Ma?jMg0Zwu)VCd^G9*3R8Mm-PU1m>ED~=&jeE3o zM8PCK=t^vp$vElJ0g(y+hJ;Ry%C6!W|QTt9tf@?k{c%heP`*1N@KO>58h zIY;|IVM%F*4N=^fliXiKj;CM+7l}DozgQRjZ8ov#i!5WFVY%IE@OZ`U;Fk9Mw0ETn zmH@I=1Uojl4cphKSjF0~4jMySqHD92_rXtJD{Ss=o^y#;Y>IZ#OzWLJ*n&(u{6^)M zrB#~tz^O=F>RBVeUeMbSiin$Wver8=WhapT2ncXynu z7_#@`=*)7*MS+z=9DKY>Y%qs}-%`j8N5}id&NYe{71VujCjf2FSJ>=0*`@(Y!s<6z zLZ}UeI};VDfvQZ$QRZNf{7G(EfgD|GiBloF1)BR>q+mWlxI*A7wm(l;T`;bcpoo_%V2uk-U-|QB9OE19DfeqOiiS_xo%Aa|Fcn_FZ$DrB z0WB1uMeB;6$bQY4m+aiAJ${yJ8#_0=qxb`G7iIYP-r^6iod9(qxzPB?HPf?8zn+sW zyhW(f$x_^oP8{Jzzx!iwhkPh{cbcN0cmjCA=DR5F#4dW;O-mqpfyCWGnF{iXqFEw8 zEfA8Tn5Ul_XdjzCEY?K&`RZNV@ifuIVCq3Q@641XRWLCauZS6%|FOe5;{y~uRso}m z?jul5^~W0^(itC&^Z13slD4rgo5fN-lv98FBFz&O z1w)L(z?&2mi$6$*GX(Y9Gk!I_o?7<$_dTI!InuwTiH7@~s4%sYE9@HlL>`zPutLI) zrnRdUK&2U&QCyCGz)oZOkITVV*f;nIvb8CKI$(soU%`&mx{KQk%(S17Jg(mW0dG-k zTFd_GcdzlEKf-z^A5n8Islj>Deh6KyQ}K!)1K=vp7HvKm?cGcmYH@5ukMLnIty2og ziXw*lLra*>U)xk!wW3?+EYWC>VMxuCH3hnoC!Hv2L_(MX+e@fc?d)oB)M^s|sw?eI zdVZ~Co5Zel5{RY@N!OYTo zUFdn~g+!yxbkxYIhk(RIT2=$7co*X}y$dF1x4d{qQf-xGZ&Z{}1TC{@m`CTwhU&lv z^C3REdB`1Yb1*0%K~?&QZ2;}zf~lpZJd<3=2^yNDm9cs#E{ZR|ZXTQ&_I0_T3w@hL zo)-z#8?KvP57Rwxap|W-Xvi1E-B`RtD##-1_UwEv70{fZ={{AY-2kdtja6luh zrlT89FSIrhO-7FUnb#}`D&X3l#};85p9UfF2dz9zIOeqr*B!6z$ym6aCtO$VCJ65P zES;sf_X0OxPG@>#KErY(3S{h-?_obV^ziHg^^Q_Tsh{O1EgTF8Tr_>S!-!11EaeC9 zvWM!uA2bw4R5sg1_Z05Ol5?E0i+O~`V44|K&?fdGsj2z;IWmuZM}%D?0@nTm@YdXH zd&ZfOn@>|J@FkbuE8PKC9VaA-3rX-P4g{)i2B?2 z2J@N4cR4I%Sl{LFT@E9{@BZQ6*iRxmhe|IekUf?nZv%__45ekccjuivvNje=TRR>L zwX9u;59K*~(k*`L$>Ez7Mm7F~bORCx%BRHP=Y^=`gyZD#Um#rhFe22VVWC%dLty*@ zz5F3Eo%tr1>cf{S{1mo25D!m7j*fK*@;i&Pqka`Cyqzm`4mc-HN`VC7SjWmU+CFIK z5=wHKqN%q@dp~kAOI&aWyqf!VLE@U}XiTFU_9?VhJQE;eP+OSEGPbl|^Ox)Gi>G%j zT<59!nsYp8wz&BKmn#1>d?7ksbhRoCruvbG>ar;bicbl}=cYeV%5@D>q`Yr7nOGRv z>B*^ukuSQ&EAq?C#viJ|Pd^&A%MD#%vXi2jWR>i)5o%HWiT|9>{0l7j92`q)@5>ST ztxu5_x!4Yy1iRO`(3F1d^W~Kkr0~g=1%+e}(?7@S{bs3Yo|b-O<`*IDyI}iCNIsW( zIPF9^W?Z_tvB8GcRN=H4s{V;cXKyOxm%P+O<#dfaCi`q(fN15$F`zqdUdGT%hn&Np zv7;197&UL!m-bL6WIk(1QAt;2H7gp91FzQHj<1}@h2%*n z?6Tu569QakJ-vO^34b3d;#PM!QXHVz_mrUImHLkH1GH?3TofK5^7jm~m3mBXt;Fk!v zSSrLaYzeq*oXFJqr7K%k^c33^Jx#Aj>bDGjutmkV*yaVUSLj|7{;mjSlv=ZUlvik% zM96m6DJ7vMFCQY9xh@1by8H~YMnnm($M_1CRrx32XAanE&XJrjt?qtTJu2ory{DNv z@KS-#Fz_HKyZwhY!aNOU7=j4+-)Kv~eb;)SntY_sVD3v~6rC`z@()@|V0aR)mzyh-BTQ zo*`P&Hh$$DH~$CDr7S!_8ckhY2BU6)=rD}r;AkI(!Q7P3`fg{~H+Y`LBS!8+3! zmB5|&k(lEdup5*+_zAvkY+ij*WRMS9x^FJn5BfR)>M|^7!TW3LSrrL~u4OUz!z~C< z4D6yND!~MQ+AqMr2`RGOq=vlX#{Qv)M9<>X++&Db`8CM!ql%xcBay=0TRpL~6UeMDFOr@d>rHtb%Lr}+n(_rCU z+kNNi`*FAQUh~4MDf%)8<(;`6Ta<=}&z@HPY?)bp35rxb%QmXXrD=5VswiimzY7fi z(`1D z^G=0s$>gH~)Lq`CSk~K`)WdL*j9CZ?&qBQxX4d9m@vsjAU(~#p5I1|rT~a_ZuR(PC zkZ#8Lk?R?qZj@uiHeSz0E2oBJWO3-hLGN+9kU(_9q~Q*5#;}VKnBh|a*-x@C+E6m} zMIRZvCwv3U`i9Qy_HMq!KLQ^o3&%#zWHFJ=(TyPyLc_7_mE3G3uF@CVUoMS5kG>DZ zPdUn&j&jCX{gy^x;I_^q=SPOW%mX&^*QcUK{paVdtPQ>V95j!8^HMS}O1d;bFswKvFlC6Q|-! zE}xyEugMqcHL4X24NIqRjFT%7!*fYzPD79-3mXqvWxX!P$9v*Aey2*o8J1W5XE_lf z*O1vM61i98(C=(*&2h84^p^tr}fsx7pUN=-RS_2Mh*Y?b^4hNe+{z zEPwJsXWLjCe%P-?mujq*UzHCtrh28a^rmdvGTam)|~pG8!kV$EHwF8!C!tN_a!!`a=NFK|F$~g&`~1! z^dX}g$FNCn%?jPHgN3 zR=ja|?vl98^m<1DHaqlgYNDN|e(cr~26Ok;N8wqftKO{r;7c}K`k}q*_X|w%mrlc_ zJJ=oSQGPbdqp>4di>5YfG*=4xciSvKiybLg)K-p!)pS~Hh2QJZ@Y`^Y@Jz5O&U_aV zcYmzPb7I$z?>0bzix@|{B)GT(1?XRHsoBVHK323O#~f)Q!PU`dzFPXiC6Vi*8Q9+Z zNj3#|Y^aW1A++OzA+%UIPAsnZOA7YdI*?zSh*a}Krz$PQJfwuae6#k6FL`XqlVf5& z+?2Meib?xvOE}(FJTX>5TK-DzJyTgSYSEgLzH9F#EzIk_jgmxp_xH=+WdZN{(*+;kBr?kD)0wIIxT)5Ec#SDA0t7A*noJr;XU5#+wR z=vS3rL>n$|fgT6Ge}ok+DVzU*H;=u$^B8t5djrrXUF2)JAGvcNGd)|}S5Vd%9i~$4 zdQZ`2IS-kncvGc1Li~9y$>8D|wZvuxA|4BdwG0^(sN7vK4KAAUQkr-|TWUE=H^aCjAP3A$)J5 zELA(bBp(kcoZc&DP| z2Pyh+OXU}NvFJoSGA}eG+B8RJBBn2#HZZ}fK=GrxjnT_ZuWN~AAsnMzw8Tf2=xR|a z-*i@8oBGM%&DsuqK$a6o(ORO@;=McVDja*mr-LR5dOua}fS;D1pWBQVA_SJ|OvCgDS?Cvi#IUgUXlw;FWH1TFSm6e)lw8N_NlbH!(=Qs`xZsu1Emm$_4oA z#~!*SW`v50GKxf2RrgXJTMDMG)Niy|KC&QNY6byTKizYsoLh4t>%9pnTF3lzPMG-rwH)+_Uew z=l{RwKKDG&e#4u0-kDizX4b4(Yh~W>OZ<fy!DD=gCnOM0wN);bxe>KPW&@-fic(SpZ`c?&k- z7+CE8qIV7t@8I*_@AI7>$S_Ez+I#9uT-dg_?UeEO?dPxW2Woyw=4tpI=34Kf`C!oY zqVxTt6;Nru`K#^sY-RjAkJl&uZ?6v8P_3OQAxvSS3K=rI>Dc z*|~G~^W5b!X+UMy&}S4DirM~Tp_RaUq7?h+V*4GcQApt)e8_i~>6jMC@wADR|K^2p z##i>2-<}Plu(T5E8hd}8%H-ah7p@X%K9Tef_3rw_KVEyLd&TG&>csTf)IY1wKc9a< zCc%D+?yk-RJ@`702H~n;d6(jUcWI(yP>}~z!^f$!&7H6FyUkr;o+mobSvFrkbdKws zaXb5Q=E931eM8O83DW?PU82~~=^2f`%fwJK%RsjxhksD=7$>X#=w?1Hk7G)`K73n! zBe$FPb^hNj04+iVQj3+<(oi>JWUpTzmCkY*KDC`X#hZ_E&A$`U*X7#BY(5 znnx$R>51bCeBk-;wBm{If$<%~{3*jDg4=49d1Id+(vOd{ z{Y^$%4M?Rl?%-Xk`<=|AehBuJQ)`xjLM!<36mAcNKPM?ZfKA-?EbHIqgvyVOD$~DB z0cDm0nK{VtpJrij`S>{iC9ow=xcN7WE29Yrx|PMx_VIt|g(9Hr60sZ9^PKZ{FHE%_ z@QoCId5CQv|J@6N%M$-$@n0wlhS7+BrWd^bs3;HIVo9auv1k6K8N<54Sj@y5r&=s9 zD7{;CEcMS-;K};usQ#7x7t8SfLnaq4OLZGSD9{hZE5tXFzYSR2#k3pzH`DFu zJhP)BCS59fjnZ3C@qo^roW__eY zCuX=c<;~tvFHzK~|Mv^2)uSv{79Yr)y+5LqH?#d&@#P`wjNTFDKPmiddsxa7_#mX_ z-p%jR)sF82Ry27PN~u(zZAsj=Djs+;wR79{7k!#17@Kc*b|1N!K#9|`&#BP?qv^tt zY3|D*7PwNQfV1^qj(WcMU`P{4jZ01#_{wlF;@v-3^5#+9WO$A2(Xc^YjU)|f>^1bX zKr=>RArCw^!J{^w_UgZTvl05fKn_+sk;l>@mpWQRjcoR%q;7epMv0@*mON!sKZ9B* zK0B9lG}=ci7kMJesFV6x{Yc1;_|r^xsLubGPvw!2Tf2#8UsG5lX=SI6glxPp6yY&* zAvd(Z=}5?RUn~*QR1FxMl%xuo+N{`r-)7PD5$J=x1$b^q(Dsi87yF3@*zQ*JhxvvO zJt?*Ry$`{g)4T2jRHpRbM!EA2@-xVwe4StLQj^z!|}?k^3@+)HzxH`(7n?k=q#mT711eIak@ug@Mrq3WOB8e^exm#FrbI!nRU zH}-t+q=Ef|tbw2Jdw`k*3tlxsfA>R&8s6LR!|8$C56KzL@A4{tEz_^V_P@t(El-4y zxXquksGd>zV`5=|3kSX36TGWxMYSUPU7DG-g_%KpUEhtS_f}_kdA5pqqlS8(GNp+E zuO2Q+hH$I(R)aGyrTp2tjnuQXH!HCdzIx5&!N%6K-&&rIF6mCBHROKiGuyMquj(v? zkds}iq%$t1{z9vI!`Fm?=E_M^Kx6ZYn=2qLOdZK{P{oSOI*0%|NEnK9~ujCf&VmG^* zU*i2HRi?9AR7i5_+WDw3(GcRAdn+XH?u9h~nvS?WYxM28YTve6<*LcvmzswDop2$~ zy1xzKdhEvTEdwpwUG&-hyAI(lb}B5V*4wiNWcK6Nzk3S*-4J5Zp4J^~O@Os<1nL8n zGqXJoOD4Ve%#HoDGtNoeC(8d=*+o~l$%n1K)S7KGZoygaW#rjUEN#Qt{C@o8J@i2B zbY|w-oTdGGeK@*Rx2Xi-pV0fc;VNnOw(-cDT3z4_Ecf%OQ6~dUaq`b<5K&}2_b_Ku={_&Geqj{<^@y@;jD!Vqxy7^@GL5mG#vSgRk`D#cZLf5B3sg_KSbZ zf%()xupU{}sQE1E*)8+|Z@|>y_Tr&)$KLXHJ`T0&u7@-T_uuA@967{WG~oRPMWjyH zR9eXH^M-?;``Z>BhZy%ZpsOrbRxFN{z~kogEzk? z$aT^Lo2va^vYVaVW&iSt|Cb{GN1-IO(ibQ`jGBA>s7L=I z{eNFfw`c7Bi0lz&ACKnsEI#LTRyU{xGyBK9BFyZM0)3$w{L#FUFj?0LRe=)c@dZaJ z@h{T_}#wBZ%izR`}96dG)(E#%R>!AuEKP27JWo69RsC#jp> z=h#pDpoCLh=*dgr0lGufow;LYJLr6& zmuAY&QGMxUxic$T|7kX+!ydpqv+bKpxaipsUFpi-t#n4=eyH}pzu0g{@lc0Uy(;LI z_qjkJ1srEVP$%1ekn*&?UY?- zpJc$b{+*V`jv;6i_FzT8&h&*vA$%qHddPQkSm(W9{)%0o2l6-1ugt?_Ba_KPv2-R7ggF8529>xbG_rYlVeo71!Nw z1@&dx17E^lzVhsXwa@iVeCzB+o=@DZG?Q~_?z;EQlZBT!_HgO7Q{b4#+Ox7VLsSvE zZ*LE7?M{jN9Y#p2YCz8glp!}q&$F=$ulxtSg5?C>ZSFdxk_ z>AUK5d=)F^e(Uq(7t6&1XWCYaZwroxSwDZy?>*}Ao++kIZCtX+d-+Z2fNT+A^;2t+ zDqSIt688IULz6;A4-ZC%cVdSHt}vIWYdv=X#>0c(lpalG=W`R^gb1x-y z%YW5!!_-=YJ4=-BFYS*lFr{z#D|PKEXG-4R0*_f1oFe%opoPKDHiI|z2wS;knUEe; z7W%b#{kIE5(ER!7A0=ClqkKv<5`0GAt}P9Hap?LrPuDS(^kQIgk88bkFziLy*&zzc zTmU# ztsW4aHr98BKfcQuDbVYZXf7wietsE$_v@wmGvcp7U3cmO^7)0SH}8ucZi%{TBsomH zy#P6yHBW=_y#v4fruXE1sUjC9`^~S7qu+m!Q)y{tx8*Y-1qIwKSs`2PLjL#+ zkb}zZ%?DfDt&eMJYS+D7i*B34zI{GHgZ)et%GtS}_WpCu>n}S!EFH5!ge!p};`uLp z^?s_0(Y$wuUHY?q_J-29y?^D@ToWMuW<<2fy`1?HM zMyu1j`cUYz9{9r!iJa`(f;cP^tR2j9f`l7a``J=d$u{ZNc zy*k#joee)R_53}=uw9bxj zWJR!>)27Vy%&A=r+7fVyM@e)4{Q7X z+?oLM!?O@txoBp@@+W5xR|oRC%E((r_gtNs0;ThetP`%T4FpKtcnQV!e*#dyYhhvW zaZ&{OrT^1o^R@TeQ}pJeiyZDnrb0zL#Gd^um3!U=Vm|N53wrZ{Q^2B2Jr?lePRwuD zEUX<5L!Tvp)M$z`>0!XY&(NqFMGesJbMAgGcW2RZs;>(e|7%gW{)@O9{t9Ux5sv#O z;Ev+|7TghYgyo2_!X2S79u;bfYTJ3a<8d~2UR3-?ML%zpj<=P!9W{;8kz$wnqXtR` zAjVGpqt=GOM3vmJ-qd0x0K4=brAkul;-KFtadyBFnxwX^m?Rb3QSy&!e}GJii&1$|&)*GUaPBrbcHSnU7zHI!T{}PT-$;~*-xuWX zi;5XLm9K`Kt&>@y z6+-i$!&m~uL4bcmv3zJ?;{HbZG6D4l{u6LhDygA~OHVn{T(WE#i)u8kt9~pXcdwZF zNrh9*!7g+xOzym-9nX_5NOWSbb;!ppHdz^?%hP$@x+!1mlJ};uo_DT)G*zAuRk_s-PthEmwWyf})J>1!OudY4AZ^%9!f@*{(+#L#6y;(kU>ZH16Rf@bO zGR4ah^V`w2cbC`r9}^_UYW07?0+?MKBL<7T9|$nTil$BI^`>wLEtm41w;8U zBUCmy^_KSS3cJ((p!-VLo70r7GXm#tWQv{L*F0tMqON7=%g=EhQ^Ctj^YuS2a&tJ` z0gGQVJH3n*+u!vzf35X+)*Hql52Qc*G>sg}G4ljH_)O~?Oy?Bz%zp{leU{#7%(~|+ zB5ml{s=Vq|(no{ha56s+TFH(PG8_0{FKx^x6c4eF{lzy20_S`nxoH$UKP3_G;06VTXo&=0 z_HHHIOJm%#++U0TNVFOi0PEdjy62{mF?OLm^23do!0D4LdXqWY&#wN`VtYHs(-;%M z?E}hm@lZR)fhk1&NE=6~calh?>yExhM!|DO5TuVxGTesbcHH_B1hZoc-ofZuUt zMa~@E-IR-2%Fx#4PmL*Gp7jMsNcA|sr^wWkEje;OSXMCIeGd~%a?DQmCGIDND2lw_ zFKzCS?*=~FdTRjIQk!j}Aw-D@nm=h9JQVrby3kU9QJs-pdYoFevUpAt&L8Lfor{IE zO3Ayb2;04R!Td|hCxHU>k4}JxAGHoW4PVXp7ha_TGQ}u!zMJ2R{+=c0Rhe)~V$hfL zbP)CaeCIZU>J^eIa)`4jbm{dQUaQFAq6ofEa>Hi~wYlZ#^|b`rbU$m?5eEq33MR#o zsp>PK7xQEvh}Af2uIi+o;FX-oj=2{ms6O~J>DX@aaNW=~gRAR0wRh5;V_C@?2>LcZ z-BaIU5g!>YeL5_|Pu}2Jq`zW5-!)S-WKrA3TwG7mT82ntuYU% zwmmED(O?`h8|Lh9`9tQUL#Wn9Mx&fM0DGLy85lH_gFjX|{KV-M&@V$5?pI2S`@Hee zxrm{Yr~5&iE>1(!>zmtKaBt%BE8k;~0JfA~e>0_f;;3>l^)6rYDvQ)Ta*b}wqhot| zr$V+pvdgaRF6ppNYN^8>O#scAt}YN|jgDb0pY#LxlK=|}rD2Kf4Hu=l@EcF@pi_?8 z_Vf|?sup(`*F^`%kgOjvIu*Z$a_)p4x^5njQYKm+N_$=BZ~=e|MXe$3Jna`Z^s z8H$8>E3+rq-ivgP)K!$97`LannA~4-GzA;42JZZVsPX2UfM@KzP2Ra$@bLoXpLnVx zH}F>*`tQOJE4ky`L=k@)c}WRz5fG4FLRwM;1frUHD&#QE>Bs?y0D#nQdsDelUm^f$ z5a7rIL5Fw2$#jZ&9?g1lU%!Tr2^GE|^$JT|BJ`ldSa9_R@TbKITc=8KKbOsqp6b~grdJz;hm zWCDMBWY1T&j(L7pUjLGj!raY3e1E^YjlEE@i-keW`PI&jHzRLU7gwFEiau%?M`2Z~ z!qZ$#YZ>s%BV7Ulx=c}*#q%_-&tcj#p#z!XH#!c++H06lm$%+n2h81;*O}!jqp|kA zM_F3hYyk zgWc@T7yY&mF`s-(AEq-h`A^j6C}{X!s?Xn}ScApH{t9A!l>DDCtf{X5-@~l_ivlSi zb^n4-{r4c&)BxdcfYsCp1R(wQDs?z__=@I|s*;Kl4K4K$q7|Z{Ieha)Oa+Owz-XhD zRMZuz1vE5Y*pI@*6V!KVKw?Af2fMnJHT&sVn$tAbsRbu#xUFowJdW!8^JD874V4oO z&9v~*yQIFrK#uyuQ*J^A9FLwQm>uQ)FOIXec3w8r@(t?gBQK5+qoJX7q@nS?L`_qH z@9}=r`&NXwJT>2!ItFh^YMPqAYDvxC!#O!n^VdwNv~<4S9^TY6m6qnRjR)>19dyLg z#?i`_n*L5r3%R-CkJ>sqj(SXIht<=eUX7_ID~%V8HVujfLBmetLnBFjSD`^tU+gp< zG&mYN8hh$_bj8xxP~VSokM57s9yH!Gcp57jS8A>kwcPuUTHe$^ zL35mn{7*gDsV9bdhEmT)s^mXYV?k=IzZ|sGUkdmS?tjbsuLRU9mF6Fge{=sI@%y*s z3=9naz>bQ_Pjh-ZlzN=*iir31KZA(T#+IG6N>H_%q6$>P%i zDpfPw?z&v;z8_CuX2fZQOJ7aG$NF_%m-kO}H)Js(DA*roOC|D|iLf7w(b9dz`6c0( zh7)&N%C6Er-)#D#+@j!G_AyA1$ZGDobSXf%KvHs0GOU;t;0A(}(g?qlxmH#!UHdDTNs8Zq;SM_k5q z387*#RJKKy6WWo}fO{#iuuMq`X;?-WSeS{BT9Dz$X%n}GQVM89ndK-&QiA_ehY?qmK7g{KzsPBU)8gG^vmx|JPeBTDSke_qMr3%VotUqZZq7+zCKcv9W&UQM zmVQBzixj{hGm|Xw+ORLN8&F}qMobkOG8gcph~sP+-KbdRjsvz=rBT>D6FM1P?-^}= z$nyYw)g71*;faEm{9ED%oL%8W^r4I@$|FG%Xr!{2JSdJ)$EQ6O$waee5Ct#FlQl&u zKgko(7Yl3QJ?PeqO(+ginh*m1u5B4sAVV^s_YsA(m|b-4h6~$BS`NrxcQQAiM=rSE zMc-Be;w_ZLRcHgI5m(jThjKt=HEkoJq-!vJ& zA2sTO>yl~pf557W7_{x6J{cjHH27YendWCCBKQE!sl4Rz0i&&T&8A03z%bhAjb4X^ zsusvl$8KI#&G@b>Cvwni2M2~}TcUjx!3EZ~f!k82ZPB3^F?T0^uy*fN$5=31o2Uat z`a!+2-B}QV%x8s_qAwaZyCVh6kT&rKev5r%d|Rd@DA4#CVjO$f^o%;evfErh=e>cN z)d}NVw54^0)iGsFyJm+7gsP*LTLWa)IRWfVr_gpl=V_p>GN8>3dec7=MXNq7p zjq-Y}va3Dgb6cxh?V+EG;jm&$zyk|M_+(JOohkT!f(4*@xFi7$aOyu3e^=~m7cjO^ zD7CdG)=uzy!>gzOevhiWa0+*FnN?`w?YDV|U^OnK)GL7@+$<6Nemgw9-m?K0#9i%N z{c*B)3~@nyies2C!Yd7Bm74G|J$nVah(*&g(AD&PG5L{^3_dZ%0hRPsQO)k|bfO4L zJCd|2RM&JrEk%%{HY~-K|5jykQY`PsVy}1s?)zC;(Xw1;6Dy(?d91>iBb)ewa1{~5 zfPI_y(VS4A5ja*&aY~Cbo~S;n3QyG2kw%8+e-=r;d$qt$WOFd7z*NMh_d>xf;f#)k z{3)U87IZ$pU{-xyuCo9qWj#BeFQZHcacIqM>++XRjDsB*Qb6T~ZLmBa$+d@59>_<&*b8AS+Nf z&sWsU{X$+Fu*K#^J`tv4xKMyraKzlM)8Vfl@2RU6xH=50OW=>|kFSg5gLfO(Iq|Z$ zAFFfXZf}~ZgWv9}qpcI+sw6+IJI5JU+FfhL$(~K|nNb?^IurcIO?hxhGjGFkYt) zU=V)NKr1vVw$VuD%4WNUzm9!NHQ9rcrnsm#>0C^BpUCEq6}kp4{3_gT?ibT(c!oU&;&1Yf;OfIo_@3Yg{q_We{hi$-gp>)o_UA<| z5yeeEi_S(b>*B=C5~MYNQnD%jC|1zxbVs=anfR=Hh%{6pmm;kM-zeykj6qZu0|7LO zq9wJ$-Kf5@^8#+7?e^=rG5`jLjnpcDx6@)wi@2OCV@S7zm&ZB0k))mX1(z8hi{G?0 zPTG)QXp|-+NtDnMheSkos^-Fh3EB$h?~9fM*he3a}~M?5Y0PEcZsaZc;)5jdig~)Wc(OpTO%tuRJtEso7N&(ueF*%5bMzm z%32T>MwRJpQe;(l3@#LXReoehm({BL)QCUX7qw)P5Q$X2WT6sZrwq1PaR;f$InmgK zs;OhsO>5OBy|3!hX%6~ZsE2EvCG;y@)m|sMz$bP0qg`Yb4A|qDfZvR?lHA27Op;R_ zMDFM;YfLrd>CtHZAoJ;?FlvR*byu}unPEEP+UAKLwLNto5aqSS4flQXbd=5CxSr4{ zuz6#BNe|-`W0Yy&2a;C&g*~I_|bu zk!6(t$o=&CrrWwk} z-RX?^XNy_$@0Q1G-{=onRXb~=*=+86Xe%e#IpS^P`y5mPM0AOxo9nCmelC?n4KghGEj)G-WY9@5|_uE~fa zIQ-NF*~>ZZ7&Ds&Ip487rR(Jivy0b|#WK2hDOG!%^4OQ7@g(B!$_#p44$zkh2&99c z26+MFlB44pIMR2dHUvtdB`N1SntgM3f94*WWzn-UFT z>qnQF0O{B#5QF@y8{Ua#>>KB?40EVqB$`B3Ysz zgIE06qBG>2ou5Rfqd3evV)8U^>Z`?~bw)Mc#4Q`WQ8rBovuKr1&(@Z@JX)Q-Eaf^- zpS>=*+dZ4TB1vpNn>{PB)})iQETLG_m`M~5s3=VT3CJw6BLx7$vo5Ed2lONfrH)7% zg!86aNqgWeQUhUc9Y3a)Dq_tF(}LBn>M4=}wMI04rq3E^D?KarlCZh^uH=lw=-^=q zzeH3ov;-g_(NR$X5T9U1DfN| zxlWQ-LJ+ym(kxyqxplB02hrTO3inMT^XgP{bmj8jVa}=dQjP;E$Hpj8;%DygQz(FU zed?4n0IqY2;wiS(YD!TOb8q-b4ilrTE~so2wXOhG+!N_4>MnmEvYsto)+s8Ml3m6E zxEM`a`dA_=D5vxQWaTMdb{m>)H&W(@q?mY=E2v!7o@;0lT_102goybJGdDVm+4Tb( zr9?-%?l;niJZlSWm=m6D0yks{U$4bB7z){vT^hIqGfOS%(*%w4wd&dh`_jMEx(Ssh zD%7xvYDNI6d&RE>*i>%wC zL$dRx-ga{3=uJ=IF|D1a4+-6bc;o|GU| zAwkJN)9P_aA+Sy@o7e*gq|Qzl181mD6QE@;B3P%|aIuCI#*A}6I`Wvjv=PC+P(G6w zPV6NC_5?NCdqP|(Sknu_AJY|dK8Yc-nbkWbKzWNw03f8u7~UC`}>}ivCs0f|3GYA7bXBkezRNl7NW3|IJ8>*p)!8pd|o~FzIC@ z{)BkVnO4#?8g5w!TE61Dq}%hc&B^o0y0yRe%1Rlsd`>GW&T4IYE>zA}us%J3zbZG4QskL(-& z^X~VdKEX})j__OIC^HASlBmae42Yz74vj3ui^=IIE);}hAy=znpBV-5RBOz^OUGzl z$QPCz#^4L<0dzX2i{pgzaJ(eI{>mr7gEmT`w#NLY_HR^wEZshYp$_qfN3C$+?qp25X+z-iJlKlD^H zgn(}h+_RpFZyMdnRS>*O@9a~}86a#2^(_nRSDZ!4%3bKIaO?7m8nk$IE~V#x#%2ZGj^!4mtx z1{T1ScT(4^cu8$ygND+&UmJAwoY#g@}D#hDvS2e`izdD#`_SCC7Herrc5}Zb~P=yPQ6z%d%7l-G%h{RI+1N|wY zhP|}$7vFh%JB!b*Blat{9yT!!+fJe;5T_uli%y917q19)Syx9tPsLy?ZLlC*$UQF1 zT}I6FLgX!}+nz=!=H6FclFE?Q7v2ske074}11fJTmb`zeP8KSAA6J*nz0;c&x;z>6wD9>JZ;fr8O+8~R(3ZuxY+HN7J6;P;j#}67cGyEzd!J6PMP!#Bv!5R{ z&7TzX3$!0XhqyI39P$kDz3WkEDe_74)6fY8vzn>U2!-bImm#}~&;lbus*-qmbg({Z zA+8}vOO-9;XW%yslb2rLxSp58{U8}*b8}GeWs5O=Bf?GF=b8s0;m)?om7%-tcmzkd zqBlZzD2^UxKa7YwfNl0t;#1+)?b!*ca;F>Z;wsRC9z@trE`Ay)Y8oj(nVATrg+*e@w!lj(oVEfFC z?5{GXl1g)EA)krrInr{UeT}l$6<1wabD(Oi79BZTS}?;4xdr;?v^esQn;cguDpLpf zjI))4K)XZJQFhH>wxS<4X(BJo>R^(K_$YoYf0b@e>R+ zslZdi5;f~U#=gUvJ*kIXn3@AA|JJ6O9Vzz4>ovZT>(w>YA0)dfq^gxAgNqufnk1iP zn^iGONu-{q3<6(7|Du$Dxe45qRj8WRjjAh%1V^^22-LP2vD#DpK=*D7r-b7@!4{O{ z^^x$FI!TKGXiK@|vF_@YSc$B5o)%9Dwx+rk4)Mv_@#ax+61lS3MBK16wCS<9eLl9y zOT0TnuW?zzC~>cmBy~Iz-Dn2#2;6N6Fo|D0qx*<#; z6XiqD4Y*NdyNnm&1jQW0ra-BhlDLPGsJSX;rP5TZCVWZ6g>W`!PV6h;N6IgW%8*Af z^+3-fj|mEku<>P+?uh>4_FP6ae$F-@!kFA|@($WTiqPqV4`vywJ0iI9XcS*4y$GlD3w%!zPS(IDF7qAqjxRPT3f}AY zGwPT;F_0#h6Ol~t_liPJhx7JTg{)GW+pqjr%7fU$^hnhZ4^sT1 z+G|`9QCxi#@8thlBgU`YLsj!}&`SqZj78|QdAwF~q@6xo=Spm*W`^$9#1&;3{jJnN z`A);9={wL%#t*X|fsdI^=bA_{n19c20WhN{ZF_3Mw5RME%b>c&_9J=M_2wM*(w^z3 zIn%}t8~C}}gr*oWyMOlSHLUUSb;B7I`^MQ8P@f~dGQDhC8tSIAZ?+e)sNP|b7%Qs; zv9e5Lfp6Q0r3A?)*}foofcWj(GsVQKOsq`aH~lm}X+~EyV!3KAS2Aez!D2MWz}n8r zHf6)w(B@~fymf~C!{AKoC(iC(O*SQ1JLhcM44k$#tzC^Ttx>y!NFYvY!ts8nsOm@O zixC+LD3`PtJPhjwi2nhu#qK7nNOn6)>PmE;a=EP6+hFWU)?XlZVciY3iW#vCM!{KG zZW|^-N$YN@W}hRb-CV4E0zBP9>?Ax~uwqVz4k_+RZsr!k9t0fPz{+#TrxM-dbtTYM zh1Q!G@&jRkpCEpP)c7hy7lJU}J{q!p3%*x1Gul}FzM`Mie)jLd{Ho{95@^U~KHCYG>^3>V@xNNV;v}U~w~P*b-{+J-Np=4YQE) z%c)W2Fb#t}Kxk#`!FR^bW_8MK4_If5$?J4AXV=U3wCrSmL0qb*&rU)}lPTE}2-^~P zRuqyhCo^*r`93u{GfGK2`dX%$if_>6%vMcWkM681I?i^2StW)r)8%Ya)AxG!bHc2o zG@bMK?MIa`g(gtSxLGk1OmB#-m;?*xsVx2s%V@`zpkPf+G9}Egp&HZTF4#ncO0gkq zzUXYxQ#d9ox=0@WD0#04fW$_`6d9q!s6VVWt`>_06{9dyR-cOR=v5kTl#q;Bbsm>7 znCGe$R(zM$o@gPn%03~#gkkQxm=n| zMnMeo-dDbdJWo%nEPgrR6nb<@9frqR%f>GZ6spG^|jhs zfv@kcx1&Hlca__JN;41EcJP8Wd){}bg1S4v9gZNsW>Nun3*gD9W2Pmo)|*!JV_=U&iuBZUCR$_^HlIJ0qAo9yewrM_P|FP8ptU*dvS?AUkRwyT1hOYvye+USS!8P>0AZV1ve z{!o4#L`W8 zuBNBN5Aq3Qst`l@C$obCc?D1BG2#Y=&;_rYGKEu$BP?b`tIMw&o(I^I!RXHt%T;?S zkARq3WuzIHrv5lA0dl@UNA?!{d?OC@SiYwzQZiWq(o6tIDV4R5gvSNB6Cl}dMXn_> zC%1`-CJjUjiL<2?5ppEjNjyF$qyQOfZsx$2>}^{CY14d|iIt2&QHJ&uB(ii;Z4)+J zk*!!FPe*6 z=BW4tK3TWuWnv|iHqIlU5{63D@$`i+rt~?w$-9zXS=1rvvtkS)6<+5qq1{ljg@(#M zRANiOh%mLjvLqOt=81{~nFx$B83{V69YYzFh}E6178QK~xe}aJ3V~lIT*#?ITq1;~ zS}Tx4Qer-%P)8n9*)&4Xmro@z8s~PP`YN8zjz(QGsl(J%V>!)P*9F~>Nv9#JHJB5x z^hW1feu|v0K7SDk;%5jf36&l*7A~`p;x*N+5CQO^F5v~q?^K=fzD0iOOFr6J+-Q_9 zGHFoU7(!{W$r|bv` zIw~d(N+}nSCmhE~YS0#Et4sl~gexNZo1~dJgAKf8(n`|SxF*yVZRcI)WPjTJZr){w z3y!F?6o+wV_gJE1wQF~1gp;C&s4uP4C$A_hjq@vCVY>)dzQ7A+D7UH*8NE2{7a~IQ zvIj?W9LnFbI9^qr$xAw^UG}T@25zPmuX?+tcR*u9%U1UF^?~~h8wkH z%dYa0uzH@N>!o7r8Fk=QIweV7X!)&{dQ!J{*X*3f}>ezv74-=Mp%PqgJDnjM|_l) zEb*8BnyOpm1p*4$9;F_B4>Ckd)L4CLt!~hhb;@9oEn=l90g+K8sXns_tT#USVlros!{in`t7I+3J|5 z%b1OD9aDdm6N+O~=*xPb;D5g*7o@m2bRmyU$+7!G-V>#ttqb|VsHpmm{6y3qg*CrT zIiw^oKUT#y=UKj?Dn4~7Us=5*=2*T7S|Ye3|FKT5*SP{6!)V7xg{r1xiw{Le%QeH6 z;xyaGTG6Gc&Z5eZ#qRRX4_Hbw5#htf%iVW^0`JX$d$E4$oLDKO<&d4LLEWNG=JIy_LU!VJCc5nJ&>Pu?C-Ibl?9)hL#K(HQ$G}^jNgWK}Xs>T3VqqO(899(7l=;Em1JB zN>1vpIy)7kS`e`BIgTx0cw8ExMOkhwPNpRcu@QEn^|;cE&r)l$>Wr&z+eP%Wl~wzg zZkXZCPHP#ihofDhG9%-+y2WL~?xb{&$PV}6d#=fLcjolC$kw(D^pwh$*Wc+0mmRGV z>T#2OSC-YI0%0$pZi_)8Ggo>9sQbm#|4V^oMECYY$axUn_g+9w;VpYvm7&g*-cK5O z7C_F9;);y(x7SK9B~0?TmCZ-I;Vr0m7c|QkNU`$Hej2up~u=_eB6|B%TA-xHy>gJci!7IDT;%5%XwZnF$l6y*l`USSUhB52)8YJVIV7i zwUYXuJV?8$>nf)ei)*A2<;py@?_t8K_ynlBP4o(ptnoEYEubAOk?_v52!l(ZcP!Q_CtbJL)KSSSHssek zmNSWg8JsO(S6MI;EjmD&nJ|>eqz zGNv|oGv|{|F2OO?UvDEMJm#C>)gzB-Bum`!wKFz~K8N)-p_+EP3Dc#-C^Jj*xM(Gl)zw|wNie08SeZ->_y^<9Og z(~{f${2wmi?p*2Su3tSC;|JXKa0^5!Y%e}LK+C9FJo+&-&#%SH&^Vy@p=56z#7ut5RdJRgHBI9PwqbM+VabVHyR~E$IRI% zp5cKOw~Ld)4=o>MYZJ??2`QY!*LJ6(mLqf=nuCWU-n#I4BO_m6J6$@X9^-&EozWlh zGp4k$aDRW@inxSeZH>5ibXciUO9CLW6HbmS(cZnQ8ojSu-FG?el>YHH@%Rn{L|taW zu%US+cVf3uN}*2@vk7~qbyAAytE6K|_bt*RFv&F5Z2`5(cJ{2ES5iEkrXAm{nD{%?=kc`R;yH|F_k34!@~tAVg1IGja`s$# z^N#c8K?PXXa088^B==Ixv0{k#9_mLfScUDOW`2>X(J;P{PEEMizlcL^wVkaPrrz05 zTimYUNtrIu)P$6LEXhSgkpnYl}Exwh49 z8|@059h1pJGN6lns^fO1>(Ts(VpDm9H8u>qpgqdQ^&C)wX6*)KImm7E922^}HT8ZnLJ zj?S#W@@~DS)lAW&SMoN>h3Ow;sQ=u9tBDk4Z;~=24c}NT35z$hl zAK`GO?X+>TIjrNfg{p2t^N`$)NzYa~xsq|?wqSYPJ3;N<@}qq>I#>|rJHB;{AoQCD zI(ZOvb=;jWRg#XPd$z$)s~l2^nwE#jmUwj_E2^Q}xU4R?{rT z2J}ei$9tSz_@WC~Q&McKVH<2`YO|k2x1tzB+5+ynW^cD;v zLM}e2(uq2GDYd336n81G7UDB;`BHs_OY)VoGQ17`+JB7}X8kwujYS5GTb)fFx^$gW zO{?xa)OT+3x@l{$uc_tgtWmpS=Oz2g7m6(z%daw7cXE$i7nT4>!kb6fTasgLX_uXg zyK{S0c@1po?N=37!|&c17F7AYzx%mro!b&^P4zch2i+fHzWMEY`)cw1!v;>%Y34a(LvBXzJ>n&P; zucm3&+L_caZ~HjJi1V-ib`nW&S3GpyQ6L=hJr7D%A;M6evyw7sVw8KDc-L%w-j5`q zd2qfq@~TB>fgoz$62Q0>T5A0@IXsrXd>(7R=S5gABf5EPzz} zS@#d{TY?|G6FrxrZTSkHJT#^R=U<8L&;J>Oh}X{Y580gn#=i)~ z{hyd&O6*`v9pHURb;K6nAwqL-G02xB@V1TELf+y`h~!ejY_>&x&1*NEhobUn_Z#86 z3J>W3qsJMzTd@Ig&?nOB5Eq!E=rf=RCgDmzPvFOyfsw1DZ|8lD`WoYvkp_8**pRXb zI*$4e9S2*8Uk#H+>tRj+4Pug#Jp+EnHlG4%{$&jrDoVzt&e+|)o45)@0`Qd zpG#0vqwk)NC;owF9*6t#>#Ns5gA8~i?9gFNJOF7pnW?ec=$iCJk&%Cf|*F-y!oho8Nl zl1g>^-qDyw@o-T5B)#^e)F02h?&`W4V?#1vJSW2E5xDR-a8Ufi62&C1+-94x2w_`_~;tB+D>DEUJixOWMXHu3p z9PG);O>vBGc|`>}DH~1m@3<_JETvbwo~f)XXmZo#TrcFgM;76W?t47RS+r#NW2LUS9gZesk4JcCEuv-ct_V@qCH8Y=={Lfle90xrc%+``{`~ zd%+Fx*pCsE@AYQJjFmt2KL^g>FAwSnuB(8B-St^75CFfs_*c;*2{s0t5VLm!YHp#$ zs*dYCg2l9Qo-ek{Y{;vaw6c@fS3b1fBN!4Ot;e`4g;#7C#m9wg+Yy>vw8#ETmV+qB zQ5Wwd8gZs49I484cZGXb*Lq(EZV_+vdl)bzK?SvYysXO%TXb+0l$#tJJR{0CS?I)8 z8=DeZUe*xI4$Ei6C^Jd@Aqmvny4p(e)BFwpcWsmfnT@Sou(T@buJf_d$;+*qwzkSV zQ-9Fb9QU?9+5T^wKpNmof^L^l+?&HX8*g}{eBU=2`2TUi*Gdg{4Lqy2H5~3zN#~8y zT4x*FjrE()HSRMmlSvxqO}0v|$jK&HVUqlf>FRRZCP!0p$)2Vvv)cuMiVbFqIiZR` ziz}pBMWNLVY-jU6n>M7oa;^Q3$R3rEOJRtodb3B57g7FOpE&5Ikle#}Ym^T6!!_iV z4fp@3^3^L0PRWsKk%2?~jaGMqSYbm4(>rDzO9EG4-CtSBL|h{X*XDh_UMj+8l-#hW zc1TIRkuTPX55MuY)<4?y=7o9$_}I-b*;o+q<}taa*Q%R;nra-AZ{KfTVP$+*(_C({ zO=m)Bte>SHq8!(j8}uvtZaW(1s+L|KHanrZb>-}>XJrK?kM7!VgX!yZ?8}3*igX$L z^#nUTV#PFOjlQw)e(a=ve^q6q?4DiCa0vfii{zvC=zaIPJm-A|LDIF>hDIdWAyX5R z9NDLPpUn?9C95t6ZG5KW z73n_{G`kI3W(q5Ng9H^!N*5AcT%um{W zm1r6KvHx1TUH7lkrMe||=`N0Sv$yuTVe7fq0u0e~5dXI6HhM^Lp~ZRn5cP-ki2}Dw zuno1yBW1)^&P<9ox8tztqP72hm%oC(I^_Q&W{u<1axc#d&Nuli$7L=fl|`20ZUaIK z<6IB5NThG!)l&6byWfXbv-Gx`pG>^vx}SwUWl*@&lg zdm`2Tfax14j|*2=$`n_zx6 z5XEyf{4e+p|AX#O=*CLqozH;Hf}c0?9Bz{OYYw>>l5%)gJ$90Uii^BMNZGWlesI!U zCf0vABR!=va5Fh7etppGY!SRE*gkg+2pf`0#RdKiou=RO{Q(&B?Pxy8t=3dpViF z{FF(D@d; zSX|K+BM$Qao*X5rpT)mZ8ax*#X?z5jj#Jir2czTK`N>gzanDP(!a~t;`MhX#{JAWn zn2`hk{$Z@_|HMRY#7bgbqnuJ;5z%o>LO_T%`W+psWia)D-I ztTpYbK}Yf=eNLwe0)fUWzegX1j!3T}=&+5VhPYH1fg6-y1mDJ7joBW3Ijz)e2pnpGLbF7L=7r zdmK)}f6OljsS@Mpl*qmqUI7N$7;&pm65Sm_W?VvueBLsL(Z^gdEI=aNZgq)8GRVv` z7vlDze=Y5{$J(|rdadWKrn9_mG+17(3Na?_%N)oYz_E5kj8a{tPNUG-U+|q<<1X^ZF6E)yp7AT;xeIj zFNTh>o;mL7yw5grs#R^~{B-^#o8!`5_tYrLN8FB9#PDX^kFz)OTRiLvQ58tfnjB5# zb?*pLO63z@HMT$y5io!(6FP((jA{~<1CU`)s|`Tq{-$Ef;Vb5xDxbBdR>UM(u=P#fbx*>*>eDe_YpQ z3nj^JU(znuYI$D77}p)~fyH#ypZ1>sf0CvI2Zk(b&O)k%~>e4>vRjP2ctI zmHU_p+fORCnnP9g&HF5tHRd({w!qhpD&JXrtvaAew@l#8v|O{=TuN!_w`wkYu6DJ~ z&23W8+SF%UZarc59hctP=*WyKZ5wrY1-;OI!Q(-gsB^W?Yo8t^*bqOmsRd?4?)$Ix zhVlN6XKl}nW7N;uU5y2bnU3AYzhu50Qzo|J@lKLSy>M@rmgybtudWKyUe;juDKk>R zitaS?Sjt$>T8nYg(H^AL2)3mBYZMRWu6x?OkS-aBP-@c$O(0R8*Wj)>+ z8 zhpiWYP4WR%!rFUDKuFa}9WAhBwcag;+pU~Kbw*ydDdm-)eFrJ-?5lytDb@u=A=Ol4Y*Bku7Y1-AagV z8O&lIw59yAkt5ugr_vL}?5wE2Q{-1hYHd&leIw~q!@}x_PyeNgZHPt1fe|lAyQtHU z1Eh{jE9k|H_>?l33E3ll6Fer{8@?EwokLIhCSn7z@@Q zv=QrosW85~Ih@|X?>QtI=g z|7}jz7w$2Z6IvLJdOzUZad7nqL`R%!qX{}R?taZgVqu&=-w%t8qq9bERJ3(IFclcD z_0Pq9B_R~A#83a9m}wWW`LTP5{wen(dPr6Hg^;oI-$X~Bp-gVZb=N~#aPmuALiV;C zJ97%ffcnw}JcsO_ z7)-`a3LK$}d!BOvbrH?ZwLt%c-_Bzvc7e{)mSS^)!txzb0=xwDNdnmUa$!8l)_SU_ zDYL<3D1ANPN^dq92Kd^_rZ|KXR#{)167WkZE#Ue1mdOYN#pbJsyYb$a@pLHcv2@*SPK_y4r zz@rVE;~pn_mT)DWC)GcAGhVCYo)t{5AChN+v)+#d?n0E$6h|at`)y_{t8(%$$aARr z6KIwJuFeY1$9=4^4BLrL5F>yWVIOK&L|g!VtV2MwgAD3_!GT`BvI2yuV-Nqk!>6%t zf*(#Me8d4YFev9v35A(QCdP-{T>0Hn*{o_@U zV<;2&1dvWNnD|v-A&mzDGmt8|e@HpxvSKA*7I0a)3iQd}SEY>l;bthdwFw$es@r7i z&^IbQZ|B;vzu}6#y(+Dd?qJz?RzBjWE$MCg?6hC#pqO@E#icg)IWH9VDiN+5^Rra@ z+>EmCsLDL95@uVBz1%Q|)!Dv5F|S&u0{9WS8t)ME;71*U;om(p@|Bj?$LbW8R{Q!B zlv}KZJ0Yq!)?R9f8f-n%^szP8#$CF(4QunX=CCH%wzy)p{gz!aC$wXkeKe!7BhR6n z>eqSR@kQqEPPWUT)U>YqZej61x}!ZM@RXhfUlZVwzT7~z|Gw57)ADhwMs21Tc-oO_ zexW!f*v#<^Q*o}$v}k(kdk@_REZENkEQd0D8dPW5lI1oB?=cUYY$%^iraURT&X zFlM8hYdPp<+m>E1_{Dx0M;c-{`NX{(=DM~*jYbnaAB5%^c*%D0%?zhx6Rad7NaLOS zT}EvA7+Gpmp#b8ojquHX5+;m1RKl27MoZN$^b$mB{YkIo#H3#_bc zYUi`(tp@8MX&~$KvQ?Ou)~*e|5QEmf@^?|a*0qYKVU;$^l|sKE8;~l)t;c4%<%V64 zopy_xg`<64i;vL?N4pk~9?2QkqPW}TDpjw%IcOylutoK@83K7(qWuTqe??5kXwkmh ztxnV`I4RXxuVzp38s{p>PSmXPe4PXIkBfoSHT;dsV1s_ZYuDh$I**rbE99jPJogJt zr!8kZxJ^*wzh29mO7Cg;tWuoRS?hN}5q;~C{ReKBc%SorZXPekZ58*Q(&1rNewzBn z%cuNzW~}!$zAELV_vcD>e1uP==tMNq=V3JjobFpDHVpRkbE{q94e~!$chxyEU}OCS z>o~atFx}$^A5|Ta>B=pwW3t!Z^AlNusiSt zOPJjl>{_}p%`L>3t--trT~RiNcoUkzy98Mq=2u}A#s?S(Z2g?WZ;8&j`2p8g)!G3; z$<=)pVc?H7Tq91Tsn|pBGvtya;qG1EeFf_p3Im4eo>h|}$MU~%7XhyM70kQ9LHg~y zHt=M@-VB?Fg~F$}k;tcvc64?WyZ8aT2jW%o3e*qPV?PTz0yE~W@j42Rh_2>; zwl0r7TM09LgD4Sb4349`L=YX*kb25*1ueXlVpV%RA|<<}(i8F|+rLx|CuLI$F2NaMh7#{zVG8Ttle&a#IvPf`%9P{ zPJrbN>~ii|m$b3>r%K+>Vu|n1wD<>YS-X6Cx?P)nO;dGjkIgZ&)Bv8YX zT1nBFORyOk+foS0fXw;$-MGZ8_tCpjVsdtaFQz8sxd-pZV`)t96NJeEE9ZXV`Jz6X zN>WPkJ+uCd^(CbS_DDuDsy#Zs9s5f`NYckv)vd*0ut)(M?~En0N7C5X?}bhzuVe+~ zXF3k|kSNa3O|{3uGj9-LQCG+}i2abiSuPoS0iUw7$QJ%jDW9@Gc|_%g7=xaDdPDG1fy@F}wv#i$9-wnvTdMshOZ?z3$2Hlt6_eo#Z= zx0Cs_wF$xabQ#IP_CUls~2Y9#LRO=J3|zjQmuIz-0X^_N_w zw43wDJm}>CWX=+(NBd*yQD{taYW@P0Qunbi4%#IQV1&S+Wv7d`!HtW4ux>@i=1!Gd zj_FEQmJB0+IC&`zWrQwgkD@=rtidFD0Bdh2FFF`-Sbmo# z3d=wGclHfbPy<3VbHZ%_Bh4p7UZ|E;Qg`p84YRTy?=i8c@t{v}WtiOAm(SVMWaam+sJv+=0F`%G z5gT+M!>jpFh&}F=azhv&ou|qH=EC*WZV?2KR%T+c8 zgS^OPwCjh0?h0)+Qd+ugY7(gEZsPi5EtBrnRe1FikBhwW*4Lg|CBn99FVlhmjgxmN z<%Q;_ZwPU=J=?z+3+*Th3Pe8a+7lWL(d%vqpA8fD&O~nax!gQ$x9P#N7N*_rp--*D z_H8{X4bQXF4wpBhD%9tLGO_3LjHw5 zkh^sjzkiLV0U^1++S>thb>O`pJodk#u)vy#-6IB}6+sT2EX!9@d%N4Lrbg;|Mb?>p zBmKv$J30*qDy@gqZG#gw`xIJ3JvMCVwPCTXPR;F+WV`JZuSfOlS8#$xzuEs{RE;4V z?WsoNYn^H`N5=UsvQ*xLx7*)@I}g&myx{OD3*YbImKHM#is*{vU^AsmV&$gnW&o}B zw;*!|Emf_1)AcO7+U%2iEE$^eIF4mV`y1Fh%e$Q?K$ezgx}t*GEq-(-dK+8Nd)7Jw z&4YS=T4$O6>^*1dW`*d{xo>T^y<1nO(jl_OhS!3$+-s!D|;cDn? zsQG1E<`SXlF^_X)Y6ym|?uRuH-9=ArP0<~tQjeyuIUeG2%q=DC5b8#r&+e&rK59K|oYIT$P__ge_ zQ~5@=?6Y9|5mY~o2K|dwqx$OuC8}R{G44r1i~2w>d%-tBiH}UUn!VunLg-Ow6;Lg@ zLSYAvRV5L31ZCE&ODYLkl)+KR^-lM_-WnLXNWdp0DTi=E9qF_Ho$7qT+x_cOUAb1EAF67$C48 zXQh|DzpTobpJ+vV)4eCznz&5$I<+AUF1wZXPX(>QrkAE|;65U+NwZ;^W+f2M=6%m@ zAsx@Cra;r1Q{Xw5GE?JqayMiZL_6hM!qwd}lh=WsqJ`IBP2` z+|DGJl@nyi_WiVU8dj=l%hJJKRNT%%CQa0aPz{n)m4f^*?0)w7f-Tslg26(wWC|s- z=rpd82rKGIJ%fcXS_pShAm$h`6&h3gB7G{HT(XpWCZMp?B%9}{&#uWecREnEhqm2{ znPVJhF+5A#jGFG=To8?lX^}9JP?s83v5Zm6t51~fL#36^vgL6Hi+LRNKVl}7RmGnt zJN%1n!SMd&EB{YSo(VQMHiaLA`xIGJ(SVN)eNp)*t=;de@LqbY8&A|g9<$>!zd-(s z|0>-Iz1hE&GYfUs^pvMVqZBCqC^WP7edQo@P(TwJz+yR65fW}!lwM^N&B=vTuZZ1{ z4z6xRWaG#+9F!ZHD;`HL!b@r|CXzwwIyF{1c#l*Y_srW%Rzx`Ke2X^+;7pAOE`^5- zIf@>JH+P+_F%6$;xhS~{JkfBZ_A4;HW@o(}=p0{1iUqwdfylxmcF_q9HzI?wGaJ4@ zE~QmAN}xZJ#^tTiw#d1rpRq3>kDF6a%<$zZr+8q%Vf9{&#C=fA3UGh8t}Y|+zz9&b zG!W90-*_poxNT?CzQA`)3`JHDzV2l6`{0v8iE35I39fO=y3hm6&X&rsblM@cGvF0D zr1dCp9@$y>cr9=>n3_j)rrtIGA> z*+)@RylvXWZ4urG}x~J-T^eLm1D2lBnUE-kS?{4L|pZ zqGXL^`dJg%qjv+)SkRbD@L8mK{6m;t)bxWlz$c+L{n2*)kMsw#?QcqFgi0P{##?FX2*m4!Dk&z)a~L*$NQ~471oYv8vWAaj?i{B zy~=TW=iThJ4o|u;gbW8^w+yq#A+2Ww5$@pE+Z#3RaJcU+pxpjv|C0c&ea}F+r_g@y zz(c2O`-*`^>v~7s{t;6rM`=IsUbpjN-yiK3*CK^?otAsNLM(9f2xxBQtn_%KT3wjq zxuhkWGU~Zs-9fzRd82J_Ql;ksO&L<{vDk4OdcbpKXF~W3&;4EPK^r_Tbhmk5^bG87 zah7;;x@&D>yh^*Z%n06`E}}uU@3t;|-7{VevYpZiABk+ED8=uXOu^ml4{5+LN&@T~ z%X1$Fe3E}jKNV=Hh)YHW`YK)GECcmh?!Xj*R_b|BcwkPOdvIo8qo&*ENzg{kpzD<& z56vfAOt78?V$KXX+4j{?5Ng+!t2^hvPqI#aHc&0*)Eo(ZBv$jhLm!C$7S97bB@bw~ z!YgaXGBbcT>OE6;0O_*j@nT?Uqe09TAf+iW0u6lL924pVx}w_SM+31`JojzjU8ToPxHMs-SmP6#@J2G}dNEO0+h_X- z^R6!2{1eu%-ro=kt13CFc@f)G+$HCseibhhXT__TnS4Ix7SonB{_j}!%lxQhNpVfq zW!zxNCBn9p+S0bf&#C)3lZe1n>++RRuTradi+~gOofVV*F#Jma+2bZ*TKL^@4RLvu zsZ|t-P|Yy8fwrR8clBTz@^2^ylDlZs`oF0X+7{8(v~$!yWeFrZ+O4A3=?(e&atkx2 z=*HCaOuARrDR~mvhfEgJC@aWB{z9%Ld9WlnZ#0WQ-$`4Y9h@~p z8>h?@B>C7}9EMLnKqVo*&=d1z5JbVHf+|2w;l?5t|I#8IW~9e`Mn0>=(W`h*>7>>9 z%w@!v!+MnCX|K9A<_)FoQd#D|C6q~%3P%WLqDDp^fz357PEFgvm}SMMead5&I1s;N zgqO^xV^ShY<1=r^L)mUw4$%V68cJlu-m*2h)Q~{#QfjsjuiTfu%N5S+DkRx9<#UsD z#@&m&v9i8H#dPeUHbrSpQhAeJnL(0^1YB;L6jt$;*OK(Gl*J#$G710{jARDoex)t0 zpJ-nB_8&2$1Z{*XD2h-@OoGZqo$1o>U)3uz`vSFV^s-Gnm10q@k)x1JiaR?M!!3>5 zHw5Q1P@P>%1PD}wiX(c7x-8pYvl02TDo<>HLYG4%ZgH!Moh84~*J-zEiSa(<9d-5z z>3GBXo&P7M^fuNiwp3<>Q$`Lp4B)lHwB$i)nSO3f@6)5*ZVE@Bb2C?}=b@j+PD}Ek zFMI3iH$fF`VKRLvv*|>`Z>U)EUJin-u6)sifK_ugD%{|dq6>=8(Nnp)%~`Q`(;bwq zh*}&`rHcwe*SCPtGjO$9mFNq4)aL##!M>?|X^NLuu@nWoFqhcq1@xNWG(87K4j`1r zfPNi`Eq8&IN}-w$%#r?V{S16mZPvC3%H?r2&%w?m%i6gSXu3{^ePmBItaA+{C9SNp z4R$B#LDyU~4msa*4zV8cqL+;N4Cw8*P4M^o*`gI>HIHd64f2}2rg;?PF;vwt85G>@ z+*KL`Zr#+gBS;`0=sg*Hu{N#mXmFoUuYXC%K-oh7NN6WBeEdh-22LWOmDY0a>~2E&0956FevpN?fo@; z-TP6y_DHJtcO`Tb?Sqg}#{zu*{_AQ!>$j?cG5*;9IvY9hFGNvv;lahgkGaAJ{lRJJ zzb6wzGjIb_(EvF*>Y)*65=NNOjWP~58hz|yH@`Ts)&(=&_~4hz;8@F4zw5z)u7}HA zXVw^p70(>Q>Z1<3lR9qJ7kIRE>WZQ~(!1@s79MfE`b-!1g8prJ zN$%Kzt?7T$~* zh}`jr>%EZyD_8fj;Xo4$k8MM9`u)C})Jq!n`;Dp-s|o&@twNrK|AOWm>vX`$b`UKk zz^bD#vp2xG^GT|EfLZtDgmnR1d&*-n{2%uIirnBo+HW0}=Pw!X4AAy37?68n{WAwB zPFMYv1NW_M1MvN>rs07eeUbNV1G$QXrt*-j3Y2&(l&M&(FbOMZ{#r5%@K*k$I|9D8 ztjVefH&$B`_J_x`79>)`y)?FnTj3|#-$XqQKiCNkKNY^N>sO!@FxR8)eHQSs`-^iy z_>OL+jb-@ju0As`u&MKvfnivHjHxmM9+c_T6@m3+I|L;WgR&CNu_&Dew?Zbww$YdJ z4f0-INeqNuQJhU`hTc&gME-{As~$qfpjPTQ-~!aYZGEsm)KuYrs7m)AVMh#&66Tu*Mc+7 zp+f8CaBoo(X)5|Lir4VZ9E~E&t0JsXB??Js0IEcZ_iIAER&8^~#2Kgz?7yKmt8QCj z<3m;ZjM8DDB1lJBtfOF5{t2~Ra9CW4j;wsZ|CT_mRF*(6_5!E;*`!I~g)Dt+s)$3_ zlDxipZ{m;S^WxozoaA%0hais0_Vug7PbLGUuL4gba~nLp4&ZJzd~@o+y==r=t5OZ+ z7fp}H9V)l){**{8<0|)I_mPtZUTq%xhR9Uq^vLZ6ln$b8)=G^ z%gaudljbYJ<6eWJTr2r)mr3@iyJr3j z+s-QOKa~2a_-3nusK+#HWTwAkNNZZj`V1m}Q?>=8h!sh}FvIg#=U|JS$p2DMtQUAr z?xWI##PYnY92&wZZ$GyMvLX+~O9RB_J*~Lt|B2dA+3PV!n-OX|Euo(liLBa*&*{a( zhsjs+4|ZP7Sx5b$Jea4V66-DU^{KkTqJpbbWZAYt4fRD)ZcznIoqLV}$bUmxVEimd z$E{)p76qW4nBh!j^fqP|s}9^(3@bezJjXI*SNZ6d(8{V@fu)P(Y}@C#sg%8A)A>1B zpL+KdwrA~bb!9ThgvR<35ArebQMNDnI=_(fg`8Tlz3g$8Q@(~v&o;`!l^>@x6Y|UR za&0jR-X5v}@&pf@?*P&8w-)GyU*>--Tnq@T+`(MpF(=4m**k72)+hQ-j+VBiH4fe> zYf3xN(a9?y;FXb;>j+ot$Awq%UqlunKZ0l3!zypWGe&IHo3yWa*3}@=?u_fzQ|W0b zK{e)?r{i;1fgp6Kz1RhdJ2Epp)%ZAcN=ST{}R#AEoq|gI15J`n-WZ`i~48 z20m$r4a$H$%~L~k&?c$lFbrf})j47SUd^){T?baO+DEG*p3)DG=|yffaB*G7pHGL$`KWu*RV36eb^Wp5E>KWN6JxDasHcks-4L*6WGN`hv zd-8Ztk2-H^WAIUV=v03&yHkJb_ z!RyRAMr=tuGVcI!i-~#S0k;RwO?7w;y>NbH;?+23KRfSbJhf&XP>xp;~gYG1Ie?2 zXxgdiO^}I>*ElCgbC)+d0ut2yGTJU`u@@9!6vge|8n!v=-T*LQdE}dcSCHKzM2_xUGbQAJvOXaUOb5~RB~v}$mOc+ z%u%Fq%U~)58PR$y;V#m$tuf8EVn=zAZt#&a< zy={1NL-Y~Js-9(uQQ{TNElDLcz4iXd${Mz4WlDBUUs);ss`wb=7QtPzB$t(Tw02wi z?KD^&0=FwIN4gvRFCN^W6|I+cOTIHgCv9KTLTD7>VRN6~aM})Kn7ceJQpt7*B^s%g zS^|Qdxpsty|IzD#49fq}0k|H5D1jl{@)2$aa=Yo|j$^^rdW(5xwFl(uQl!?m00HA8b|< zN#%QnEHh7(m36pg<2mWg_i`pVMs@tW&z$YTBeW`xE{95A$EhsZN^dVC5BnwU&b`M*(?@5 zg#D%TWMV#N8RrH9$X?*OKpZ*7ytRP$oF+adAh9f~a*t;iw^PvVw4z9!-#%%~g3xgN zf7rUzm+hrxQ&i_>i}DZD&2`=U=Dc@8i;6c?T~2xB5Vf=Dlpug6&v`Ex{71~kg1-eY z+$Q1Cq7&#);Z^4T=yO6_*4l_AqB|w!A>N`z_I;nZYWFgL>m_beHuBLr{$Lh!q)I?0 zKkoiib%uOT&8V@>{MdM1vM;lvrn%Obyn?S=cbXiMbyf>uB;|q%s8cdl^&H6 zsydf38P9DwOzw%<+A^Chi(t2&&Rrh5rY(ee*LQ!zyJYM$Uen{`!w)T$Vc3R|jut-l zevfTyW0FKYs_{w!HpaGdlN`mjJ7SWuD~@;k#jY$p-sz2oC@7j#}M7+{P zOx=vdcU$1QQ1dIrn%%T`S$de`h!$Dg>8iI8r$xMKs$ zdhJlv?Y#c|D5vJYfiozR`tZRWD02~VFcD+7zh_1wQIZ^j}GnXJp*UF(dvH=*PDMf_#3u3IXC-rmwyZ>D@>VsmY$7Gg`&>C-aA zE8IWX5k*9o%!J0ThZE;cBvyh9$HGD1-h7&91=T*`Opbt(A8wr%gFHtY9|eQ1_Jz$P zf(~j1W)ndBn@#4fg2L)Q%{>QIRTa+@!7;o$k1s~tVzobRjr5}HKe3Mb*H82GKj`ta zr%xAP{G^A^K`|SVYXsq14=?-sBF?M79Z+0*&2ljQBQe=-w)>NA+ZH^@j-35ijZXUiLf{G!JT=&b2IW%(F{c*H% z_>IFrbltGG%e`V;45;`7!ggoZSQgt zFsk-Lq!XBqjwtLHhTQoi&Kq;EI|xol%P?U1BQ(rWvGwtzdN<`ieVT&p- zBbuP!lAPj7FjIHMrxVt;1;h;CD>ZMUw%{E*f&sOu&pW3A<5CG-ue}ea7Ig7lwxmkC zqHQ8l4oKhimE$L+_tmj!FQm&F{*YShf7UEym`UyUb(whSvyx!4tE@TyE%{wTO;$kG z{>BBuovh1E$1z*U^UYh3OUP8^EL4Z=*AfVnk`Jl-f;}?Z+O&PQk+-$^y8b5nwPo1V zkRFTQ4RSL@HLu%2*=K8X6}dU5YV_+6xj$>Hg>F=E4U_YUmMPv}gw5Y7{+#nMA5^=N z#LdsEb4nKFC)d9~pUgian~K(>sTx%gUbMm{+fX6RUGdU?KaJ8X_c)!uMS0HQY0eU1 z{pdcbkKkB0n0~bKR!dW%X~m<45QbKTxaK^wq~ZZj!CFyynx)4ASAL?gSZu*y=6BX3 zkzwkel1){t#I>v^H6@5UtXv5d63imi9Su)s71k#Owz8(B8t;`QQkl&8ZQ&0t;eoi= zt87dE^3r9TEKLW;k#k&;Q}&aytWLii#QrIm;bA!j938$Dr@gS2FD>Kb*zsR-dq`*a zPk2|7@9=y1kK^k2%*r3|20lpm7cA%3R(Xcd`CqEbefbq1#4Fs2%BG8bA13kMG6RN_ zD#IA0YC@vU($byHoI`~r22@Tgo&#d5NmHqp)&9ca3cua)z#={8-DG~RTs zK!7{jbhJntUDC9L@hv*6X?d|ALRWF3#3iJpc~9wYpHB_jvyGo!kiX6s&6BoizEM{pOWO5m!%&Cz@AQuFq0Z}tLxHPWeiL!8Oxrrs{>+xQKTXS>xY_wG z?R@{kZa!h4J+=29A+h;--&q2@?o;0a0VAyMKSlUhmfP==hGInaM-TydHvL4BSB7za zTY5xF>A=biX2P<88FE$(b}%J7E%MON>s-T7!|u@Jhi{3!?~`Mmpa*s(Z=Ak8_yt=q ztQjuA-s<)n-H`M|y?$(OQd7g@v3E(rnt^dx(jWel@osEv>6(ed$+ruxOn`BRDIOCK zQ%)08AK0eaV#SlI3A<6RCKrhMu=7)Y(}_Txp_cd)@86FGp!=SS$5CkinY;(cxRLSw zQ=W0QeLd5SaZ5DPhhI?53h5&`N>%rG296pN?U;EH7sv(7I>)_dDrVc!6SR|am*XqQ zg!%Oe)%cY8x&IUMi7_@Vmi;sBPIwBuz%?55nv zS9XZQ>Acq_NIM+&O+0E8ow;BakA$y!>I&}q_~SVm9RGUjOC0#z4E^fS|fQ!1$}DHd2a^3F2%fm500x2{*VxHh`;p1--ziF#7A7za(e%# zEsz_Oy`R28MZ`T{&cIhEef|!O*@Fm!ULE?ZIsscYvP||2mNRNo^9&X-_NO8Sc4Y!z zItQ(o{I75wbj_3@Wej3EZAknT75#91vR|a&VI}%j#K%XMq7f0gkGK(PaK_Bmur|=l z3^+gyGMq{EDgbuQ7`SKyEg${0mB!}x#i=(T7WaA_p%DOi&g>G)^pP z+sN9YeB{iiW3CMnIz~>vix?R%#YH3bPtfDFVtpS(#K2>UCoe>{#4Meh0Q5%tPelYi zfwxYLc+bFfr!cPeu-d5$cBN=>S6Ew3f@fEBQ+{Ge_whPUjH>&$=qlzS~}Jb+`)}8|ASSuBJ^|mHM~ctlAE*>d@uI5ez!rSY?Fd zuEcyFLQ%Jj{F@NkyBa@5*wGi9ScQ-7A3(fG)eL-xdZiv2+6X$8k~zFH80ZL{j>i5DLRw&!+CW_&mAdx=>2RH18_Qplxmb%Lt%( zE9>*N(2`ZS^f$Dymc$e-+Eq0>KA+m#b}n`W)j`9F3d{T4{v&)_UTUXh;BemIE`&Ea zPp9jtOF-Ul*@+=_zONMDb)*0;z1*^-=&)43VK0L&1=pA}+0y6y6U9-oMAkxaWrKEp zT5)5;pRC=*RQX}T`C^x*yO_JomgeP11Liel4K#v1Tl-cwW4u_gU%A8cEv^&f1zdg;p89hFEu=J6Ka8JXJ0h|HoZR@{7n|0LcN%BEsK<8cCO@ou-yI$MqpqpvOIS&rOy7q8 zZf*NOv**p){0HBiOlzHol&wc=PnuTBvF&e~v-2z3w_9w|nc7WTQz)0)UbfXoGPNCaWCoSD zwRL*=u(nloeR9=p8|~q=i*0++YiFL;K3>zaU)RZ8qw}b>`(pK{#h{+}>W0b0-py+N zp@hDHYVU64e!uGE=8yf;HP@;&`ajjw7R~k_*9K&}_K(&jCR_Cf)<21@>*s3J3lr-* zZbtfR_T{vE@Nnx}ZBuc)+kdV-+X_37RQm0C$Y6h|*LK4&rS#ld@W}I$(K&^Oe@ZIG zXhwHSV*A_2a!VXL6vlQ+=IaN?zLlDkBgf{;u=%}X6=lEDjmIbzZj?u3hLsyp3S+mc zU4jXte`;^|;Kttu_#C4aX@|^_P>AQ~6W-FQ$$1gEvQJp5*f{)y+ZkFHQN) zE95;MmYv_o+wb04kj?wq;W>#bJK5h>zSiA5&Zx zj-1ymRrWuahnDSobS*?xj5uDHFU@Q|?O7biWO;VH?3Yo!-L>*D!+b4w?QRBg&T-u_ z{rwon20Z;^|IS8k26IR3#(ai#gZ9Qj#={EEjnmAq0@jU_EUnCQ8*j2h62&(5b4H`% z9|`7phFp6@p$hoaZ%P#MyPjW{Oy+rS`$#^i?>K++SCaOAz+>_mT2T7Q-$d#X{SG+M zW^#X*HBoG+bGIN-t2=3rE-|phcTY2Mw7VgGwU5nu^6}s}mbjYvj6LS% ztm|`ZOz)`U^V692e!nAXOm9ch3#QnM4P!5SW1T85z1Sk(DpWs~Aa7++kEi1nk|ti- z$G?kt{K_q1A>{SzSIG#U#e>fgo!>a0sYPVHJvovJ|M;Ti#rJTpy~vlXVP78Ie9ak_ zwXk=h8m2!9IW-Q$4mrKy2*Y&Gym=SK)ynnOAdFfY`gSnvU+L64WcXnIg?AAVj_IQB z!y>^Hvk#vCQOqyvF<%18Ps{@vzx$nT1vI}`e;XE{^3wJFRsXk7b3fSn4{sfPZ1AV9 zD0~|BcbNI`dC^~DwC_uczwAK3S9gEgPTV&p|LLagZxsRF)yVI+138OBzCR57l{50g zDQGC=`A?T%bMo|GWJqVIR!IG3?nHFx!lv?ruVKbprrj69dLDPQ@`p*CMPxfeeRh?~ z^g<^0I`SQZ5BC40lY-BTn?r5{upEB$4fa=kcH8~7U)8fnM_a!O z&mLK4`pP})H1+q%d?v0>7uCAjF_|1Av|2or81rVWr>8a6V|}CTB=+7T@%pfs-Oa^{ zTQUBR`3s2AZ=VEaf}>&EiHROj+&j_Hr;$>-%At%Ay1Re+ubI|I3RtHqq@lmzv~sFBG;<)yRq;iOy3b{*qMdMmk&kxBfk@2f5) zeqUEFl1VJtNXw>8y!GfoGA2QGb3WFC;;=OprWYUmxZZy&uINdqrvdrnwzP8?S!esZ zZBy*vj<5MbZ2FGAVMmJoY{Q&R8g@2&EG#{D4)Fk*5i@_T^HZkI!u96aOwUDB4KXut zNvnjC$+w)6E1&UjWgr!ofmq#&(@%F<`x3sMmbU&U&@8oOb zz5FJ1VNQX1liEM;kpZGY7s3(@^OF`EqAKzxmtF=h=AJHp_r>PQu0q`&fpv?@mqUm1iPcL(ixb?n-a~tXTXhM;Lft0y9>YZ~8}+p#;x#Yp z+ehY0{?uDMjL3ajPctf?dQ|5<#uqPF`(a!>Vxd-Mq9h1flRf#{JEZ2$w4y7#`tMAV z-J2TN9KrHjgJu7Pt<)xJU&L}nOHiNNjAR>apX$TYcJ{uYe#7?FzSfTV4*q^nLuZF_ ze_BOu$Atme0 zwWyDOu&Tbl+NrU#-Sx1OcH=_NNGHQWNblDDXA|H09^Ky>a_YD2yw;u2ztpMFQq(`w z*;6CXf0m+GywgwWI?M^~tL(m?;?Z}dXPA7_>)rb)yu4?(KP=$5N9@6MFL?K_K|N=U z?&YCIo0!4w7U;plVTb00$3qXVG}o`Pjb3cdo3$BTZ_XNR8`Ej-?H?X1YJStvFqY7w z+Hhw~uVt#deDtW*p2|Jy+IBsC;H=-!1n@)C4(_P9kr(&#gS$u0Vpcx?My__-x)Fyz z^bFZEPG#11zW6@FRC{-?Wj4B2cawh3pcb;EJI_|jH03ehSo3u_Y<{{H(u14ttL14K zn767;uffgJ)lacCW)mB)lWS&an)Ji5Gv&>j0q7Y*tDz_Nj80pH zWBIaE+2BdgN^zORGo#hYvb)=1Yhh))YxmdhlmT;N>!YQ=$I3U@$}SF=Z3vaYJHDJ< zyEmk+ua!NnK(1$%Q>c6ES{3RUO>4g^a}rM00;--w^R0>0=m)=D{am}@v%UJJp3~KI z^LN4Zci6`lsAI=BpIoBm>|?iCskWO6I{;N+$#tiNikwo|6`-;WqjqhnD&0?alc)(T z)w`C|qnhYl!2;tFi(RHdrd+k1cZKg$)pkaU70#Bu&n>A5KiDZL69@>~8LGJ9$-EEA za{sve)G~|fb;*HI)}_O)L%qzUCsWUqGc#6qpI^xInB90@o@p{Va&#**qQCCQCUdwW z`6w;xVngatcb0xd`O$jTr-I(2Z`qxht1n17yNN$u$mZc=@GtiBk3!;(TMPd9NE|Vx zxP2XZVU~h_YjfC06l1<8I!gNVhdj_9 z@wt~g*|G9PH||y=^2^gW_e$5VA@NrVd%rQq4`yHdj;3@cEC2YE2#t;To1CN-{QF}` zWb>bbPf3w;Uy?tkMh?EI{gM(HbX4;-ITF81{k9TOv7!9~6T!dW`4bbtH1YixGW^#N z`PYx|Z#@@(&qiEo4g2F8;ZVE#7aFl#Cj56eQXxO(Uuk4k`r5yLksm0VXXmr++&LRR zZ~y;>Xa4W5{~vgu-_Ky4;{T`j&d{6x{{6p||7U&w&HOyy*8lIXhWvlG;oP}qwtxS$ zU;S4(GU^OF8ufqhJ}>>}uAbhx^CfQo^Er*V>bY|lc>n#|y#Al^|J^Pv@4xJ>d7jzH z{_pLcJN-|)>z~xl`m_Jvb{8)Eha~#Hw*OVal+wj^k6P#U#IZk)7o57jROC@6^5tTB zwxnWEzs{=A`w*z}*NuPw);Rw!ZMtA@f9~9eGo~x8!nt!y>F3T}r#qvp^8e@f|Ju$? z<}TttE&u;B!xbV`G2Y+{rUv$qd#(h_~_gl_!w2lo>o3nUjFPG^5}N?kIkQ zReTI|jcvAEzNa4?RGM1%3&B*(P-cu|EYvDGL4T!|H$PgzFna$@@LL*?gEx2>vzgFT0LeW&=)^Nkqf**WR10P zDI-3MJ+R>=0&#lg4Ct1yM@l!*rGfVNUi54@3?qxlkK9LwVQk5Rz%&*a=LeakJ1m}_ z7GXr?Pjp$bp3lv05(8VMR~1zP5oxp8sc`uy)vy!v=kQB@L3pE3CO0UN6y$AlgJ|s& zqUAyO=O3iThZS@y=dj0}`kLbAv0nqEQHQv@p+DhEc$&yp(1*C6vGE{}oBY{x)4ufT zNjx2W3{e!5YI_z?>|nkaBrW7JSp*RAN%ylwW%@9<-^5ehH*5llDvtlO$B0-r2K5Ep zd;4vn`&d(ZI&33e-IyW*5(7_1Gw!Kxclc(nY8-%oq7VP&YhB zXe8K~(V(aCDb~l(KST{jN62TnZ12mUKEt_)S$1`&yQwCi{;QY5TIR~H=!JbBt)Lxu z|5b915#`j9;?G)cxfQ(28e-JsoDS#F?J?oUvS>AFfC=Mj$C8nxYf6ipPdUiyllTSB zGbl4)CHl|!1)H_fj)O58igda^BgQGHy$AVkTCS zdA-sgg2GP6trg@e#U!A}ZJ7+adGA1{5)&dFBql7avrgIgy5D2}?PV3D2znI$H1-HgbJNU3elhFfy3zE6)1?G8v9jYU zV~Y6+kvC(cdp&$uB}GYQe<5#qUnskxv$&yRJA|+Q*@bNd`H0Li(ULvr4RsDBCAgkp zt}X#eXYFIQ#vbQh=M)H94W9R_h3LeWM4pEVlN@*%RxW~({7TcFmn0?pYHY8m3H?my zW?kof>~k0KgOg;gN|?k~s#fu#u}>umMGP=S++MPooJPcM4QIg>%#LxXln~P0_CQ4d z#^si(Zv!R;*;v~{G!m=4!(qsbKY?wqLQ**IxfL4HJ)RHCPuZA=?>Yq8{qV7ApU`iy zzXG_qpy(@Bn?l3D4-HdE0YF}=Pwofw9G|vU7tWl}YEsSt#^&2r2<#!VJ?f+}ur~kK z%FYlr@>heO(16UpcFge2+&xcAxEU#j=fese$&+Vo`4pasc{3!AdJ5|(QAFZndXeiFt*))C>TzcGK1-w@}MlsUTDGjepK zI>8QwvZ~s^x9V4V9574LD9`E&lr+nevvNgEi`i_l#ljDw-LT;v1(PYz_I7};$Nl!Z z3G)i94dMW=Ih2J8u)owdkF*9!%3q9i2R|1sjeiS^#O`MJA|g@0^2U+$@b&UbsBxHA z9aZ`z1m2{fya@H>4B&pY9LQO~Oe}VyK>TEv3%^6_1%DNc!=iZR(U5}qp9M?c_zB(uPH1xHjncZ+3_#>XR_M@V@E{C8k4krF!WgT!y3_#LT$-T= z&fmkj2R?>!EE=1^D9RsjT;Ri(+7RPcT?U3z9MwR?|YOG?BeNdTnT^T zKU+ki{39MIrl3wj4)H7Kitr_jH2Nc13UL8r8y5s9WBKEGAtZXCGRxU!M$tm)-fJw| z`C~0#z~?fHN}d71nU`}b;f`@qF%j6^@YBEmyk3}xI};Hbl5P8$_%Ps&eiI=f;8e8( z&g_k1Z*;8(I=N-(k(LKl&AD3s4PAsiE zV%~|T6zoDShW({ngNX!621TPtz7`&l_##g|+fc%qYl?mk@s`^o^vL4vY<++~@g4^MqgB$M1Cc(HCzhot*HbY1-6}s~k|J-Pm&`S_BhoW=| zwYD`-(c7}Ff56HL1AYu3L1VSZhwNf*OIbqT7@Fj$&BdCl(5Tc&1T9;DSYt0;peI8P z4Qs8PRiqXh*-XY=4`yeuZ=R2Z>#A#h!TV`uOD_-`R2O+@duBD2}&ecmQL1?67`Jif0?ofmR{J8gJX)n%n)=SG})Ylh3M zI)kgh5{&-Jopwm5xq`UfINC|(iTpB=BE2SZovT$UmB1#nr4WEzz1ycrhFYmL8PBl2 zH+HscF74DNZ+yh~KlXVMB>NAyC0f zgjy#?=>vR+k)5I@j$1iQ{TCJ~#;4PcktSX@E9T_F3_Bf#-PTB0L>y_3$q?2Kurs}zK~Y2FtpsiK zbjTg}##R`)5;nQckmCldEjgA-fVZb58hoJVM&m15f$b*A8f8GUFu86I@|8lZ9)Om5 z#8yWGy5_=FMbHjauSO_1Qp&XDJbNhq{=)?r5xqa|h*rRCO)TLcSgXkv{1LW41k~>cx}F+vkSU89sDp62p)Sk<^~Jv_%#Lq4~l<3JcRPZWR6^f zl02o`CZGno^sS%4<1#vfa0V(~XkrbKhNquA^AhlMQ~5X;o^hHMUyNsk3RgdGDTXsu zw$-Mo}k;RjF1sK|rql``5{bF$P4$i;uc_NZvn9&`;$nhfakAo#4 zEv3P(5w(=UV{w4yF0e7xLp)2OA!Ncz66;VwfO`5IFb|AmNP(3>%2n?MmLWi;QOkL_ zb6H`P4T4%6RS!6k?DrHT!>FP#C^?2#|scfQ<8i+2!E25?du5bNn1AQ z`09jT#zBZi%5C|5q!OhZ$BUv#0HIP4J#nQ_UwB~3E}JmBOC|RM7~A9WuwDm{M#);E z7UFv0-_inPB-N-O2D6oWm_CCKOs$MP!j~s(1hW(J64bp21SQG?I~u}%g0^KT5{P=P z$d2L+Un8)fwWEA77txk+5%36%eY^>@9ji#82fNd|Rpc!=FlrWm?*GB^qtLp8z~+>9 zT9XT)vj0#w(L!l{sV%6tWQCAaylYg4PYLl_xUj+2Jh%iI$26Xvez~Atrar#HN@6}_*N_^t$2{IM?_`x;TsGt+900#m_fN($%I>*PkZ1-nU~qiMUwA0Lt<& zr~CkGdTIn4!s(ndouA_3?9$C>@VPeD8ddlQ=B*MD1YXk~j^Fqh3vKuVPP~06*h*;H zqXh(3dk{=wFEE>noMHXz-k2=_uDcl=cYdYv+F-2k%nXf5gj-L-tqR|+f*R%!XSbLi zY+F_kZzY(XNv3rjmcvk8=ahieDU+oqrfDYL7AK`>Y{O3k84NSIk-qjlM3 zYcvM}b=ZG9IYsNU?+58-bb+0&#rl9ZWX`AiEG=NJ3VOWhF}v<;w^-{?N~P&ukqSZ7W2+8SYGLmxq41lB!7a9Rh>8DI%ZVq zmD>|uCb=MU7U5o*8|ufB@lq72>U($YYVe{I^6v#A9%(zO7Xb-oU?VDM#BtP47Np^~ z>;-_mqc4O?L6(#K$y6viDUuhv0%ow%I$1WmXsL=G?7Jm%_fOtO^yRypk@>d?k|1|s zaf(>GIlt^1k#>zZ6_{|hG)~i9#EJL0?!MS4%EkPEo3i;Z(GnTzbe!QTSTQt&wF+&dlO@WiLe|*3Br=x$}Ex+C78L!&G zCuEhYZN$@|vu2>rZGBI~RGX{wc7SC$4?X&_Q?95!e9xy?ZVs9n&ZeCX2~N3YtpeA| zU2vN~sF!5>zJ|j{Exeaju%wFrXc>}u*4M_2z(&R|>wUyP_=1xQyw>fv>lJ9M8JA}# zSW5M~9~anFyehaG(B-a+*hJ`}@f1dk7)(CXoL>{9S zd{s-woQ2%G%Skr*psT9^UNp?MLt_3R;Me8@nR=V43lZ;Tq%y+NsweVKVb?N6@=qb(LqYi(&^Hb@3qVk` zzH9L+8XyGlMLNLmHL$Ssh zVYiCvx&mEXy3_Lu;GYwngaeN!4koU_s_$=)uK^n+TVrWZ`B;uoQ7DHO=;0Aq(adI4 zi~WZhag4d1!)TSEY{EO$41_f?S2JW(EU+fJ)v0SQvcsY$?#kkeO<;wlw&~it(B)1V=e- zB`aFB8>oyhyxBe;Mu}|iW;#euLT+9b&>U?` zRzq5c@c4=29tK3ZZW5Y&1ufEvEuM**@wn@*>tbIpQ!W;`VM2^oF7hMM(tiZF#C3Q! z6^B-9F}ay}&}=1>mBoSKM&{(oqnp*)GIOWb|E2i#CNN0HbJVJ{gocl0org;MMujE9 zWZdfA1#vXae%Aejr}hOpDEv$7^V0cPUvo_ofUh^Jv*RIX_TDe=YS5C-N`w}> zwgXp!8QW!#x*UD*3Y}s?(t6zuUCPWN_chMAnb8h9+F+K7MrN{SYvLqy)zK_C9S62) zbBW;Gv-oKy!Ru?Pr#8lSWQ4lI$v1M6+HW@R4Y#lG)$ z7(dSbJhU$-9K3X6Az)-{_6l#%y;YVg%t5zCJFg>Mk}DONb8Ur_j4%OaYk}$94n`m+ zTEQVbF(WfEJ#7`GDM?Q)84N?ud{5{OF&Wtqw9255huDij;1f(iR%KA7MYtYEl z8a~&pxm%?~HS&@{iEf%H%O-K6tiCC=!QQwq=r(|V1*BPJL(<}SJQji0^raw8m_y#P zNC3ztRq(=BNN06%pVbACx;;C>!6wz#d{eSc5=i1xqljAu-7w%3>u}~VWfS!1>KHbgE2tJ&*>B$c_s}K$_g>8}g zcROp44mWYccpn<5Q1WK$Wz7HaaT8 zN#>zj&Xo&>`8}o>#-O4ewA%f^)0FJEHxgwjYG*Nu`hXGt0<5XSg`g$0fbQRr1bCcG zQ`mXPIL}`6YlJmgIw1w;1yRY46iNZLlnN+r06@cQ-P?d}v!q!A(0%rO`sG~C4(^Z3 zRj%>CpDhEQZMLi9pCSwasj6NwE%HXna`YoWHPW111D^JXqaZ+)rk4}ngJV>dQa(e) zC6u#dfObwibp|1UDyaI1W`rHLaq`AOQEh7SBT!14kPZy0#97F5ez_>*4YGGzjIs>> zyMfE$fZ8rd6*quQhMkJn0l9{x!mqH|{LY9007!2dfw;{6%<&|LY zKcRp1+2BJ=`oJkn0MR~Xg|$GRK@kYvn2^a*4j2}QBcj8%@1zHzwl;GL8IfPtD{Giw zeoNK&r=irDkNtGe7Y`@y3&3txzwb7L?q$B{w1>V7l4*wm2pgU@b;yYpx^)j6BmHmS zBO@1XcftYbg)^Oei!H$AObz3YaedQwiKe*aY(Y%?w-~C>stM6fZgiS zAQKS32%T7jM~x>>U4=dFVwn66d@Z{=Q3bUkUmVwj;=MMeW%hLGge+- zXo+5|@XArbMVAexi{QG;)KaDiWw|lIlrxJ*yObDjulwG_v%gc++}KvV?Pi}0WWLLIQ*uz^v^a8H~bIUDpBKNl~~ zmMnL+PCkPO^Kt3)YA*wG1?}QKV|ro3U^~N`e6RK?NKi^f;Q(|lZYF68c^t+VWQ7|G z3Uj|psP+G69Y*l5c0RAn!h>~K6e92@IB=uxh}?J8WWO(O{{1Ny^`Z-g=+nwo0MlPx?FUdm}npr}aA6B)~K~8!O>;C3=gC$@QFX62F&&x$R5g zR2zSNd67xWYT2keO_l+CV^U^TWQ2pFo5Mf0E`uds4))Ksr4jGh3%x!i-vYUXXXbW5 zuG58tTI^tN9Ynr+bmb~T1jkJO&38Vc&9Bh5t^?U*E+_l;=pG@em4G*^M2H!mHKUBb zv6D7cfn@YchDk-iq~`o|| z?XFwzb_)GZPoKve=gxUVulTTla#UF1^OQu$CN5D5GUWy|o<+*_y3AI(TGzBM zYIEsL=)9L%Gn&-@$X{rF&IE^Twi>lKWl!;Nb5#Isg}MdZg6LA{qZJ@-xr*swFfYK$ zBw^bH^w4bY3FoaL%eZwCHr^=Z{+=kKZcWZ5g*{FGC_AliwQMgM!%3At*0;<#R1~x; ztvgiQ?xF3Q)z<}1oRzdS@X~IjhVGE-!B|@YL?hvj_a5*(D>2js7F5hcCc>sjZM=jP zA&z%^>njt8e&q*`bp?K_pt@aE3KThWtPGpwuS6GF&d4VF1lj4_GqQ_w`ghkwchFs0 z`nfE{8+%VzknATXpFyAvtW|9Rw~`Bu#h{y6_KxxJ`XUEkG@Mw|7E%C@Ax)n7dg7!t zUi6BRsJ1Zu({a`NBIqHi#qOQDf*vRBJKy8!-AcvA1O9rYi~Ms^_xmaoZHNdG7O0i) z3FQ}{6D)~P6V}CZ!m#44T{AqnnZx@b5PLQ{>b=m&S>>ycQ3_ zZHrz?;Kugh=aNSE8bIdE;9*~`;GE;Ry!^o5 z0QGWrKZ*f1uxybSi8*fnn+hY`rT$Fb$JQl~)6CHY0dZ+7h)rwO3=m9D^J0cAltwZ* zuMBAAQ7cJ>#~@c5LAXD#?>#7??~w3eU)dXwGfza%8FrJij)!KsKAIP!v73@+h8Eg# zDh46OSFNjZ!OtfuDz5?0njcr`16b;}N-7i`Em4&X7`Z*KS_0HfYO6z`Gs?~l1)yWm zXRW#H(^$@jYKZx>AU+5FDkgDqfLMq%m>j#8fUKibVVQP*WOHG8pR|`oVl*DTug^xx zteN&+fle)!4*LPB<4=alVV2DaBY0?2UcrbEMiFiWStS^Tm!3UUZsP24?xLt42?2FK-8*g+#a@S4O8DQe75XF<| zs;ZH^c-(m9-ORH&9u@0p+XUW9FY+|8sS+K=Nr)==DW|n@$3&cQ#OGO%c|Pb) z@XJyK#1R5lvxBHWH{bU{Vj(#V?hju8ob?`EU1y5f*K`B^wkE6YBg(xhr7Qx|Ty{bw zqRYy)G7fP;B`V29gp{0w;2OeGPNi2L=4)z;T@ZS#@U!_iYfwI~L?+}(<`(8Fh%PG@ z{0IJ^I0@2$cB(uN`3<43w;8(*-l%IGaR7g*UFgL@gR0vabrHPfKP$U2G$k$hg_z!g zw;2e$POb)dm1vMO=a){nkmBZah<=zjXl{piMd?-EL;wj7cx2!O@drpT_>ELm_AF#n z`gfLK%uvAwYYTIKeal8JLt+zZbq-`-Z8@06{=MRD=S4_PNn&**$|^4|PYRcl!c6hQ zFOatae-K}tsn`mkA%??xA8!=?O;a54G0a@78dVvgkMqNjUM}zjE?$2x*vVV ze}kJn+`j;WtG<->&|R&T?CZh5^B zg!++e%!D|+o@rML;XOtrc||!quX4&sU-58+a4Yu)%dl4%=S3~B`nWyGm}K+wN}(!( z&a=3uRYRe+@|oVKr#fb}~r8x)xEfG3Yjymrb9sg#?uD|W%F(AeNi z{53CHH>jX=6>Np>uo(I}1aZR6z|M=neFraJCy=x+Z-fu%dDKvn7C0>RgnA9Yf}VQI z?aQ;Y`!ns;U7rh_*{MJ#d!rxN3S4)-S2izm-lje&U6p9z8r-4t$?T$Yr!mO{Wuk80 zU^<~PXB}#hC!S|-Y{SmYd4kW}#}84CYIdce!SB15_; zbbD=*>w-S_5tod)Zs91e{;?KoIm&ugLoo&JT&{jS4B|ed`rW<5M_k3qOfMi!*-Z6o zh^rctL`V3X)-B$+sF!*>sM!R9`8~icH^xm2p<8a{R|iKlMn??6htBj1v!Zn7EAg&G zDt?oG`R1hwjZE9j4HstF-&Kb`ta1q%*8-Ge8=|;FF!%huh9U~3<1Ic!A4$<_2*zEK zd?Q(t0Ft5MWl36=Lm-#4&uPP9k)^2?b%@)IhOUf&MN6u0C{WKC$HTW=%h|~zygX_1 zl&AKqsNW-gr&WfCZz49WnK4>oPpM(#I5BMsSAw?)i+_1?x?q5qz2 z+i;9KI=LsL@L_Up8&^u*{k&){auyBMj1(R&Ur@!t;w)Emm2kz7zZi)Xl$R(SK|bT3 zuJVN`AvD@)iClp3z>!!IZA+$B>|p#=v+8C{kf-@_=oYvv|f2 zKSXSqIVMaKbZ5aFWWtSEQBoOxuUH(G5%UX29L8Xrq2^8Z#$E$QjiJ3N2+ao3mP$lueQFa8a<;+0HW;H;l@-J z_$Q!?F3cG38<`dojMU z`aIZ?Rio*~mJ-vmHldAu@Lt{HhtA;kT8BOygj)Hk@h7sjXt(GIwlzy5iAY>cr;irk zGD_JFVBzXdeC24(`6zzSpb~dXUX?*3`C^_D7%_k2Cm}pofy5EIKQdQyrs*B@%FEms zz1c6-N^Etr#Mg^I(xca{-&)mSR;pYd8U~c}pmk3$Cs{I7DPm=sO|k*+-NdWm)BJMe z0WTzfUi34oq}!h&Rn#|lf+AzK;K@%`6&vy4(AdWvnJ|*Y@YD(QEJcRwOIU%l_mDS^Ru08lkz;>}F_zgRd zmAGrb%9=Z}jbY-;qhAkUgk^ji%fgZqt~UO>tseC}PhIplw2T}lJs)uDmoHb~Yi564 z$=v(A-c!{rFRObM+7mv1`6~>j{R=Rv=B*(eAW_#y3N!nIVCS3=aASNkUDjJk^2x)^S` z^y@5}-Euv+_sgoqQ%zvO-r1-5EV6hM$O8%r6o`=rJtWU&tU<44U8zWaoMwWD7~UWA+_3MB4Ae--`9ABHEQU)dcU_+YG^ z!=9z!;(QohH;Ie6n#}U4N7@TC&YEml?dP`JrCNBA9bIP334XMmwPv!mqrUBCDBY&O zFiSDH!;t5;fN(?vucI3AYgB<7J8&h9GbjZnN$reogIU(jXILO^lcsqkR@AsNbcGJt z#iT8^-<4{7F_T{SVKrz>Y`WuGXQ-by?yGNbGoBbYqHh#qEoAvPloDC z$#YXK8{HRvnHX&5$Zd@079?J#Byfx_V^QFYxURm|7Rf>p`l0i*+fbuPc z&Ma%y8IhYgMVc`rcwVnwC9JSw)&>GEZkF-@0J)C)0UE$R&Uf5Ss}@|m+`g-cUN&ME z|NV>Jm-w;$H}RuP`UAC;P}#c5u{50QVa9Zpk<3DPPwsCi16L+$u0*4WVBsrq5#{8P z%sXPDjOB$A2}GyL?=tk@sOBCWJ?L;J%$y8*`k=t=5G=@9&%?Fc@4v!n`Fev3OgT#IvlP)cAp; z`;KR;6>)6$E)`(Ze}d9hXr>~|EhZjtDCOYJ&(Z#3v`>H;r0yOAK)K!r2FbXev;=0 zLmB%BpQqe$UbxliE)E^s?-^yO5cKrSkTxsoWeSBL_cXYKMA+QBS`Q;c?XY(7;+eNw zCODDD+aDM9U~bDXv$=4Q9`D%_;7W1Vi~yh+D=~c@#^tFq{SjtpMms}+Zm8UvV}khd zEX@hw#W)z|Sc%6((%c1-4WWJZ3#Sgju8fc1y$h{fCWvg0v~1xepY)D(qhIX8*F52h zyJpLOkQbNSR|XIa4<4?p0{&G+%k;3ziLnct2t)v60f(fqWnOSWD(kc_*1(KKyyhu* zK9bWsiYUclJ9og5P8^%-Bn1-R`?5IWVM1H7xqOpx7{*(R&}179_;3W4Z=Q} zJZ4I`jZ2&y#xD_YQ`~r30N27k@fwI~;TnoVEH(AFiy^N!rM1FPA+4lFab#CpXRQP} zwBD5(gO{&a$tuRbtRYeQiBGDw!`+EjDw(}5U_~o0TQ9KYl+Q^AgWuQaU};e|+9lEF zu`dUB&>HxkgRfB|Y(qWGk5!;gn?omB0YbCS&^oNW$@)GUV!u(R*%M{oSX-ltKCOOM zIEH>xKAO%<%qv=nb>h;?_wrvNndXezFTqE112wi-+o%K~2QVjf0Y*Y`lm|dQ;(8mw zP)Fiw`wHw5+p8A)CqG$9ol;wSP}3&u2`OkmTzq^a~E{3>D1?d0+= z_?GmFk2#k={Kak0ELP8DJ|OLnr8KE4&07(Hy_1r{wSnDCE@F9$SIzEa(7L-=96%>+ zz1(n{K@ODJNV`4F_OL1R2`y7YtHGugn`491Z~l7k;D{ihAlEHNfz&ADb`^C=xyP4dzlvZ36rUgPO#RH)jrcoeMOnb4lx#W^O(ydNj+GM9w^b~Z^{vCw5NN%0Go5DU3med z9Xyd2^VAn2LT%gKW=|*vwuK;<3JsR{NcEYzJ+DL(68$T#$S{(xr@1OVj{F>6q0StZ z<^D%oCPdF%L2oD6L*=cpb*R7C1B=;+Sk5E+rD$>wUxZty z)dSyI(-He~e$%SX&OCv&;tTE$A$#1mK9q=m2%%6={Akqfj?gUR0 zcP2AhUsg{mHSd6CpKi&t5a)n)UW4$%kPzhWIMwKG2v@dFx+M%(i$F%p8Ivc!LS{o9+VPBzsS@ zxu|AGDRutX&n~Z}EGR@z1RphV!#4v%lj#-)gDI7y#!JC(G=9ovK|)Czyb3Eu{77Tl z7hVdEc3y8p&4%oDHkMpRY*>4R{l8chRcME2TKZ;qM^9K3Mqi7+YtG@(kfdQ|Yu=Ok z#r&6gLq@H&qSVjqJN6s5eRDNk#IgOw1m6pAV*P`#Y50SVfdmHl)PH$lT| zI{hC`{OSw_pBzS^3~_^o@mYosYWb2T4C!(@(h>SEV->UAbnkg(=MCxHvJ@=@>+ESd z7k}0-k&Z8&GmhY|C=al(#|hNkb9e?@Z|(B-0wR0XLfK$2&fnZVtIk}?-0`awVHD}t zKYTJ#O4pA}@_kf`rw8*n)nB(NQoA(JMeQZDsx1_3`A;Q7U&E?og*+RLS|<5t+OhSU z@&k9no1n@@eC91VYUfa>`(wH)XZrQQCWWnhEY`CbeE46!UN|>T=bOigr2-nSV;Vc} z)PL}9!AQ<-f*S*6UJra|h`h&EqtOCL{!LA9Q@N8A#I^z>B4w)IpcHv)+QwcOAr^g=lyOW+drT^OzEEz>x%KQq2NU7Nm^IauQ>NMm32??%ZQyxK`u+iB`mGx%3$& zh%vA6>>dXb;pP8e?Jc0<_?~}3A`nl$Nr>UjFosKjBm@l-L4vzOLU4C?cXxMpcV-wy zfbjulhQUG-;?DB@{oi}LZ{It6cF)<{=l0axuCCkFefr$Kb*t*LgaVHNgqPaYngzyS z?nc`DGg&nv2V138kAX!S)2-itt(3Y6DWK4%CcIJT^VYkQZ$RFSm)IlDkJDjTAV+b1 zCMuu1H?bG-kyqbm0m08pvk5{(@yI_@SlQ!lk$}Oe03=8St_)%Uo`&s#l|&3-osbKF z{mMm=rV}WyFCvxX*WC#s%H*QC2BDCRZ}>ib-YxWcB0pyJL4kQ{2dw~Y6FH)I- zsCv@L7eh|{b>9Xd?Rpib)A#lo8#ONT7SBh5!UT5be~S1Dvo5Fr6aXa)e!{L?auXd` zJ}&S?!I}U!wcV~Kk2k+PvrCeny@#p&8lQUKs}@%Q`Cj&FbK%BjP`)@&spUfI9B{oM zGyGUYzHY^G&z!DCg$54F<(cYM^mP9uP%>fc9D z0G%~BcO*}4Wvh|>oq@`qvR}E+H30bxg>H3z<#7_ZFm#z`Mbm!<#4&uwqU-I(&AXNZ z4~PqF`ooFXZ(Q0Pmecy&zdHN|2Y7?K+Pfn_Yt2`xA>w;A>N%}a%oV=zHBw(o9|y`v zSr!#Jm5a$1pr5aZd@npD5dgYh;L8>PF|LxoxvfU2i@Krbc%{wp<_&g(wo%H=y}#|l zSJqsl1yP19KYw7G&UA=RKBI}K7ofo9eR63WU<@}15)2kF}^W!21AAHLR^Lq5a zBNJuWtccDS)zEl^$T$#FRY7GAamYUt&ab=i!@;U{{pO-adkgT+Ee^JtqRq>kkLr&o zvFxW?=E>h!|8!u8nL_#Xjx#aR_sXoX=)XF3|*}^@X%+15&JB={+?_ zGBwiGWl3^U7BY-X;g+~*j!yODJ>_JcReU?cr?evU9xZ&T+3@ZuuB4*QtFbt-kHP*V3{l2|;(Fh8C(;Hl})m}948%eOJW zmuKzNW9L-DT~rfdq;%iBN!Aro@rlbYxrYodFLGnQo#ofK&Gv;)H|+}b55ISo4|PPy zGLJw_64%bh;OmqY(if%-p5hWVT3#Ei#()bQtzsg9@zxF-VITZ&xxNcyawvAc97cY5 z*85bXgW5AcLd=8=IM_eohVWeYdh!8VbV^BK2FJGoT8$l7nE)cxlyMor6cw^ffsQ7$ zZ2wZ8O-jed=whRdCPyq^ggUl>oC<@g3Lm-W2h1j1_6ze5^X~~v_m^_K6?!h<{mY{W z@8BKvKhd+{9&+d7Wuje0W|OWaJm)AYP|F$N`dhGFW=20-E79=oQBlR-+m z_YEV0>3D)2-d}2xS4F;yGBj63*^1oA5E_qQ`ar;dr=vgky8EwMT}bPMVH) zi-u#SkiVf^b#_j08|YzPW#lccp=ys58=li`_4%W`Nhd2-TBtaA9&6a!HhqCtEN>-V zpLP370{L&eqD+5?^m%pu1X1CdD_e<2${*)H$&AbbCyhXs+)Bq8rPR92olAfniPR0>2KI*M+5^UE~j=td-$ zZT|*6dEVyhQcjkJt$WXfJc6xMWpFWz%f$6A zyz{N>Had^lueoEQHUh4dGx2VaYt%P1$SQ1kuYWVtzuimM{1vS8;6<}g%NOYv1^vA=JLLM3D(U~p}<<7Uh zLm^uKY_$y}>bNb`_jx?!=(HX*dGf8mWjJ4rHF9wjqb%({K4JJM%~D`0S@E&f>>Q`O zvb52H{Da&44;IayKjGV460+dovstomW#tix_kuX?y~qVXuQGnr15ZXS=B{w5SQ;56 zD1Ue)xN=iL0Dl#JU;g))Cfr%hqWUEqF0G#&zN{dQ^ZkkFhn})EN4Wq1PeE%;{QENS zMf9#Uj>Sz4%CE$UvABG;=qh8rCB^Al`gz034XbI z9y<&*B`D&O!H5|;t`;cN*n)Kjc&8VyLWG9`wa`669~^km1%d`I*fDs1J?VFdWS}G1 zci9ar2*kmW5N?s5%TJy-3AI&Q1L+&z+o_<-8v+BbKq{NpmX1VJXl`p1kTl5=yDx%X z&&Hla0!?LM(Zc*qsC8$d;0!5Du24g83ff30!s#mEU3&a?huk`S`Adgj&0)fj zUY5!k0JK#iUj?YwK9YI_;_Q5xz$#MR@WD?^sJ+p|SyG4vcG*my&uMW7EFze8;yLnL zxO{OQ&?ItWaa4GoYkq19FTs&A^8$aKr=_!_--egm)!5s~tuS)4cb$(kBHdXecyGw0 zep$G(>v~BhP^ZHnLlq>@xsvc)#H`88=dqA~v#rx8XX^Zg7Y=;8^WDHkA@aflfSCyI zLcFjrFmIt($dw&5QbxJXQ9E@=)ZuWRxqvHRw_NI9H{i?YZSF7Swi{0$FywnODcS2L z#5TfO4-~mJI98+xmMZcX?QF&ww14YAE^*XMtrk2u~;_s@&~5JSH@3F28@ ztrc}rTWtwhfwHB|fzgMuryJrtj3hH__YJ9#i}eLE7a@d`_=zIr2g7S@HM%b*y6+8o z{hZ~ztHR0Eskl|nq15$#%a`rW5ODJkd;XX*sgI3gl6!4SB%>cct|GnAcBv^xvAn*u zi2HGSRYTIY>X!aNp>1rIoOQhK?A2MT)z{QMR%>O-4hlDs`2?)tXw>CEs#B z>ZTSl$F>-p&-?8&Vo1qVvmP=X$yL-=vBKvS$?@A~7IXm~xZ;Y0Zf6ID)l0H5rQRFZ zx~*~&6*#;lC!k-xvb7}GT>F_iD^k~%u$^~5xOM?yso`4cIl!rl%D-PlG?~jLWLj7m zX5b=A>`$i=Jdn=fX+9Q7FkEVpYuL=PW7J@d-*Q>C4G!;!m?;(nt9mjr->63;RSnceo zs4qB;zil!9>OQ?+;veNlWf(_Y_NA{-l4(ArLkihZ-q`xA{4no_c}68no_bN}@&yka z4{BAbM~2m8&0nwj=ilmY`sOH+8#RMoNCKKZhrbf~r_(4_kh^s7dqyyi+kb3{A=VJ1 zhz}^g8SBmW^(mgO$orvr<*#q8@syHZmrrO^etVtX^1F7!^{7z4@t4!zn5LGujuu{) z?Z%EyHaVUC&dj=}x~pBClyrKCZwe&N^sam73AhjE2VLZNI-MTt#=Zo(1C2vR2jppS zeLYTA)NT62Uuk9b>+OwZc{@qspY~U7X6KVQ zyki<@cYe&%WLKASBHfJdVa?=@#WP68RI0rx&-5J4U5`t2K`zLJQ~Ey^%j8r8nLD3C zD?UGheE8U5sy+2~Z!XNB>fpm9%7_hPI!Q7L9LbpetM5{6F+24eRpcekxm(}Z zCPCSGIB6^|`tAxwN}1!m?7E}I*w!c}L8Ef6d+ol;W=qCekJ6>=w6!%w)zCw%vfP&I z5Mf2~rv4%RJd_|`j|>q_1OHsHe!LEtLU3{1+pscj1o+43E z8hll>-+or9ya#|0MBu4o7$*Hr1kqKN3BgHHV#mFo&eC(LoVT-`AXg zr}Qtcw+XK(G$F-7e<3HJDG)VK>v9j|7+8sD(pwj1s`&=y+OqHL0w-K*6KytLe*ClMWkJlS1kc8#=&ce zf{PE!kynA~kRt>hga^Mw+yb|OjF;0Ps=#KB=kuS4D313COM*Jzm2Q0BUvB3y=6)Q% z_ZUmhkbv}9W81v&qe1)H8h~D3O4(naYv+%&J`lKTC6N;v1Cxp^hm62n{3Za&@R#OI z{4(%o;8h_hSSK(N0EB6a+!aZJodpPT8_nQ|Djfa`k4cwL`idf`vYBDA_`lp4leRu1+-oVEvs6%*FXB7TlFKPPKVuWV#QSt=(AMo<-^|sAaG`$|1OUsx z(1mUxf2Ht6H=dtQ?HBiW2H7@-UegUYSjSqnXq>27qm3dijzx3Q7`rHnM)bIYUBA5E zFT@Jlm@E}toB_0tNUM(rmaEITkMN`k%iSDw3uu?p?dP%ph}#aR$?Hpy20A$_o?M$g z&yip#HJi$I=;JqEbPvI;+-*<$!11U59fO%OdYorln2R=RN3-F?Bg|<~pvxQy!78&b zx;gMwsiZfg_O}Le=fk`Jovl{BxYVbW%?~|hpV~DU816s&*~}(yVqn=y7EZPb>iBhg z@zr`)8S9;hv>CfwQ35B3K3hTjxb_P)JAvw+u5Av%fzh#D2=x7U7DY+1s$X_~N=u}b z+_tRuu%V&6-lVf8A>Go#u?i5TYi(Dt;ri5`x8lfv;xbePRFd@YucnA${cP&uxIcxy zY8SfQm1#8Ab!$Orr=)Rf9Kc#-KrIF08wP1_CFRNp?!C_CrnVuEKLv${g^*MiS7YUwH^SA>;wJ*&}N zH>$7&(EW@jO=%m5S_AZl3$C z_@*P?NwEh$JiAtMlpy|{p9b?0@a-WNjrcz_c);I;rnQjh>Db{(PzoiMv;A?lQjB)# zT7hM>d-8P2m8kSUr?SSVQK$V%(HJ|UuIk|UuqV%I&6Bp|qU%-Df`E}NB{@30!oAQk z8=i5Q5WDz&ef1>qNzxM;d&$K@FOBs08QRS;x{kJF1 z^C-=-U)m!sxMQHfeb`lFD8ysZ#CHVb)&Jz?XtQswEbrLs0ID!>vMn^6tzighRpTtiuE>OCzR=!Kt#8rVaY2H<)a`nOk7udY8_&JCWE@t*g^q5M z@%$=~&8n#Kd9=Rq3FR=Pr&=%n?bVqt7NEVs#aVkpG6XJQ!@dAT7+WN^BUVOCJ{E`| ziwr4Ihp0*e(3>ylYkI#;{$LpT0;)IGnGIx4@}@YM3kqYG|2V@0OqcI@`SVRB|CZd{ zo2kl_OxinfBb7;gdt=T?Dd@cn(oEatAQ8v(TzTU;X;$wuN|3Vp{7S#UhN>2(RDzPO zaWSrOV^Jm1n~mHluV~Cnl$2V2@CAdCx-EJQ^-41i_zdZ3LKPlE_&dH31eOJh@-QkI zzKgDIk9Foq-lqz!R7+nvsK>iX{ibu`FUzSD0*I$&M;GLXYEr1yUZS+5Y>pSfSsWbp z3uh+E>k7u!Lsnio;+}za9zqdliD+^B$_Ug69D~S(ZhQJ zX=x7nc*h#sC92Pez;cPhh+pyM;$b*r{7W&R84G+TG^wQkZw>LwHpM!F^~3s4=4+X* zJL{)_e@sTOR{;S^(I^>EJ9J@X4BQX?jX*-|KpO}!gaYE^;$Fg$wmD~zA*AQ*AmTq{ zY3|CYD?_{d$jO?4(*lU8$gWGmCL=u!Zh(Mc&#DdZ$K}{^7<3qxne!5w57UTkfHK4C z{8WHE%e)p*f^*A1pf`jl%gLbgfPVOjNF4ACTn7-%y*GDA*5`7A6_XpeE}%3??>PjC z>!cmFM-)!{Rjyjt(qs?cV?_2ayYS6vaNFrkIHLufcC=s3a&!4VY*S8Af06`2Vo&=1VZ^2 z*T9My?-S54{G70>@-}>xXXe>4Jd$^tQ(@F^`vX_jR60F|*Ja^&vz=!UF|~Dp^A|yx znspDsaNMQ}DUga$Ig)@?xlyt_$BJU}=Lc&rM1I3V@ZzV4p98VFGvKlekb$wYm-F5338#1PI1EvC0{N^a1-2^%tQIWkVE}gIF3kqY zz1~V@d2kkfFh8SyJWKC=^ul(0u3E_;b(AUdl40*~QjosUz|afpGbZriVr2)5zR_XO zo^#hYiOn@wXzuMDdg7x6{LOu#kR~EET8P+*q*nrV`dk@`AmYTG-A-xgMaw-ob)9K2 zT3SzH#C$Zw+_?8ibG98vr%_S16S(bXBES{hy5)1~jeaY}^1AnU+wzl)Kw#&9bY9rA z9+&`s^y<(>)+^bLQx>;uL_EuUs3xF$HB&TW(V30M7ny`qbuTJO^W5M81*`4?dJHc#%K5KQyN?D zi+s;i?||MrD2*C-F*5&Ye}03vJ#! z74U(p!HZ?nwf)iON+0KxCEP7Bi_%Ocl*oE0r|p-TTKZ*rm8UMCAt7kLFl$LPCN=M9 zKt5$FPoZu)hdoy~*F4`T_gvIy(Ssb6M`MXaZj05UvWEqM&tod=i&q}CR@If?6Dz5q zS6$)_?7+5*@w}55@fBoDKEZ}9FfeBEF%Aq?kJjWkdRtU~X6!~v>W7R3xMjXUy2OxA zX>r<6Lw6NCm6&HzC!8`Bt<;d2qT+d}$s*<08q{(<9sGQ~btX&aQFXg)uA|sQCtE=b z-}S+?>KnW&>W^Ljc`ITn?{#_K+#}lGYxirsbj0Y+bb&;I8LhX{FTr+Yuc0M@cPzd2 zNqm1xN~dgWdVXg2R`goT`QBgAo}SqLOVRIbZViB9jh+(*ed0$R)(xSOtVQjHX(`Fv zCR1PXM7i=$W=SV2VqT>-74JY-Y-m^y$ZzhSh($Kk zf?`r3d)bM_vJhPych4~Q(^f&g)$g}bjmnNLdx1mGJm~wyGt~jGjq$k}fBU7`g(lye z9?2!RC$^Lf!@BDw9KhS%tbKKtU0!?HbR()>Pdr^)*?d!QzX>_vxi17;b`AW@Hw2H4 zzRS~^QmJV9^-0kqHOSHP`g>1FZ{7Qg%ry3_7g%fu_F^#7Z+`98tS-7;#He6zyOa#o z;Zz;UtM1`CZM9R*;S#O3{Pl6)EkbS82s#$C+A*XQ3wN2()l0U~KojIexA#I<5i@@8 z1#aivl=yULTPH2!_x8B&sY1{P=2tf<>n;=+d*dv zS{GX0u=!1UCEot__qyI%O$T_@wf&U~sNoB@=Rh}e}$ib>I2r{Wne!0VtbY13p zt`EsyDkfr;peu3f)h<3wxgnYYu|Rcb-vJt-Y)v}=0gd6J z95iaLv1k@uW`S4YkOp4!lfZ7MV&f%$5Rv!<$v?Pi{H8?c%pyTo{8Fn9K}7U-4g|M< z5{3R2s|BfleG}^qxn_#ODF8ny-$z@4S47K@RggSLKq- zXf@0rwgsvPTlXCX$t<^8-T|Clxh={8Fh^{F?~14)^hCY@Lzc4vn>-p8#}dPquiWHCr{Sv$97t2iVg`V;g(}b*dkUFRCikL?-$okrD%c`ZL!8B(WZN8 zS|`k<6TT^4?e+CUGBFqe`^jFD;R>6(qX&p?wV*|b825y4FM#e12Jc=G#Z3w9Vjr2p z-ZAiczn7KqgJzkF&zFK6a;BCB++TZ+Th!n8R2gy1N%mSW^zX?H&biJ5} z;v8p{*NT^(IwzcwXfqXgt2VD>-swg%D79jc%7En6bJEXSJK`XoR-wk!Ra)a`l-{`fH~uD zkG>KjyP)46nwdW}SjpjE`Cy9cUIgS*-a5@dT&mJEc|1?%;xPU*#G8ns@om#Ve! zss1c~-!3E-R`s+iQsA&fcK9OKs8~%x3qwTlB#?Mp)u19flj>|YT|7$<3!v15(l}$! zR^P?kNjs{1G!>p-QPI>HT^3rNTs~7dT^^f4s}U+&3^J`9UOJ20Bw|_CMRUZ>!z1?G{8|Oe1@Y_w7+p{FE2+TFPr1K?;=1MYxSTh8)bl%yT6#MRe`qlG zbCqPud>oi4ZxB8lhc?RcCK#OYIKA&{x9QWl`!c{jNNNw91djf`!&$bOw#UG<>}9#( zO}n+Tpon+&87jrE~muYN4^@#Bdr#J$14n zV^8|Z)N;1Jz~U^XaGz_))!4@Ty-KjFlk2F4nhwwC5Er1WNeCr}5x zi7XELAy|u;i+{kEl?GO||2$iMN$dCfsODh<_5-0IeH-;%>>|OLfA?s;!Q+7O7q9N6 zfhCc)J$5JCC|6(iH(HQ!E)kh@GSIOvl#|eBU*b4K>9kgUuDx;2F6;izTByqha3yNU zs~&I#$r7R_XjV`wwfWw*CH{Wjd-TYV+NXDX3wNGby>&;!Of4CM*k+3_WGVq;iCz6f z9y0qhOrsPUHdoqFwDt9pBPcb`fBQ3Sj%l5?`nch$=B(~Pl6vw@3bgKGq6ksP6xuP1 zY@*J%y9xcQE0?&pqucpK>fD~p^qKph!(PnlL#B6OICj-4iUJ|@NePjO(xjDyVxd&2 zD)y+7@rt|!7s!sX(vf81zEqssQzDCGtMUHH`ZoIU=d}xB7;zailUOHI3S;-O47iJC zvrH8Er!_>(Zd;)rDt>R9x}q#e+)rCKm5wHV!4jnVh@JQ*=>r^@@IuOL_ACJOW z?jqEi%`#3dTsu{rQ){zxE16S|`g&uUk4|}v*%F|WC`+mWvMZD!Hn2Dv-{uUJK&X{> ziz>n9vdf_jFwx#NcI}4s5o3F z*9Teyvy28o&n@47{T6z4rAv^2)x53YdTx1qkpiETq#c_}!LP zwloA%&^B9O-WakHZHDg({Tj_u=nORjhXKMiN|#k38^q`1uf>KizRh7`x8N`HlAsNX zvk_)c^zvtiY-klGQ&|-njM@-QhIXMefd$WsRyq0VjmFV|JRN+?lWg1b{GaD2^i3gN z*f2Fo!~kPYJu7@^({9@rl1j7NToaF?+OCNznA4xa*;Lgww}v2EL!{f)?={Ow3CZeD zLWv8mjcV7(`f8inLWE#wiirzekw4e>491PmK2#Jn&YdAN*r&bC5Q-Z+*dYMGv*`>n zNN!n^-XiI-W$S@vn?l5owe+OshS< zTAugUL`|K29up2_Qv!K$WWl;e0 zyNlIsUU|u=ut4J~XrG)Ot)f=N+|5@4XFz_BU=3X#f@>E~mA?*mnTI8zqxI)~ym#Yz z=l`08BAT9)~Qds(6bg?h9qN&d26dWc$NwKVOW+2a-{z2WtT z?g;8$7=xT(Old%S6-RIY2FfVHBd>q1O#HD8yT=bM^>?oi8& zy69f2&Sb;PK#hE7(}&>&kq)p=&D({GckiS#u<<@kx_$Q*O(XCb9geHs3~vnEZB3<1^3v4o1_ARYR9r ztM>ET-Gq)84-b0D-4c+);d6tB{9zi4;fjo5)7t1C3}#o>q|3Aq;hk9@7;@RHC7A77 z)kD=(3bxs{dS^ww`%X1e)52kq&{KCAnO72KgwdxL#f5}zDMFDmB# z-9y6tbJcJT2)*pZnN8%iOp~@I8u`jLLX67)cOxHp*;#93g$y4}R2Ma7e zIo0~ss2640+_>hD!fi}REu>5u-U$@fY6r}~D{Ls^tLE_$8Rzp8y>RhUT znWzKrn*g~M3n{+6@#(@A_N~!Yw0E$nYwkL(_*3u-CiL5W2h#@5Vmv_*2HYK&O z10kC=>i0`f8@dlhVkXEBW%A#=Aw8A;YxYM|{O z;&aK)Tqw~>A}bPxuMrn^`-J-__QG@-zb(q4c5Ag!^rpBb+ELU5`VRR+G#TQDaWl>U zX7QcI+}{l2+9LdL)iYO#?ItsZ&=VY#8IVT4*l9 zw>(kwHEbbU3fcs-j;VmA!})v)!G#D*%QettWTsd&NC9aGWdpe&`9L&K(aL*~b$-sJ zA6u6M?qY^FDLm_BF+kw(MXw-TYF0$; z;QG0jp>;63s0^s-vd8NxQN@#4wE`H1dM=g&{*L?uNrng^yMfE9eXG*^!vcXzkEvV& ze_`!g`@-U@9$T*j&TaJ2O9l1lx-=I+BTWX+4JK{6ERTumlB6eqVtp8crc5zzI8QDS zy0LH^o-HcAeCz-cd$k&|@*#I<@eQ z{!aKke3&K%R$hyxz7RR0?lTO;nrV@nW0GMs=-Rw;8NCBu`P6zdU`XM40vS~s{p==kZC}GF>N(;gJ1*)zGSPjKc4=nFM`eqnUIT_D)Le8!>J<*~Va z5gE<-yL;dDf1y@(Sgn+Z?Ayg}=wxZKPv8vEYb7+&V4W~ViFI84+k7U`43n7~kpe+8 z!dTMN(LD}-bK;RxPwNY>Ad%8$#k5slZfd2+$%6MW^g}I_wl7}a^oZ^+x6$RYBl1#m z*o{H7$)8!JnRsO{s*+zviLLlz50c=^vI`rT&z6=3Qu4zWH0n-VeCJh9yeqEHg@n{p z`p#uLshy-R?bqY2&0e%s3~BI$4+B!0y;nx=JQIIdJWcx|!(1*)@6p$-m`xw^LN<5p{fxBvZ61AKmM-x?Spr074J4z zOmAZcbuv4v!hl z_o9W#==D6Hm8hn?z}Y?}`DjtU>n7hzD?y)%ojp&JAgA4_c)O^NJGZmhl5aD@>X-6d zcYFuB%CFM0=7j6Mkf)Z!YY$1!*F6=@;$D`ORwEnbDD zSJwd3o2jeNiJ8kOhaxc-3-yG!5*4gJ9o^0jwWGf^uSj-X-oM!c@XkmWXz|0u07()Pe!v(cdhn4O3wHFVt(>Go$zmk(7xjo?CGSx zcnOyQY$#dB!G1!FQf7Tv&r8X*)JZ?4gqg(#Cu{^7|8rUZn;So^z)ylj(_Zae@EpOIZYyt(x5NyOomwZ}TA>7Muo-QN^J+?G+lKV2b8)iS%kBCt}O;w zkFdxGFJjnT-r31BbC9+7=;W%BQc{X`ZGfBZUySHm3X zPRx;EZ&M^rNVA>TEv2MHqg)8(64h^d@mu0=&DIDxVkq@zYl~v{CHOFEVhSgy0&QZd zkUy)%=7Jy@zRuN&tt1{lvMkM$XM>tX-RGO98EMQEYVw%#C6dKLu7slA%bjJ+cA32u?uy z0qFu~;8xUdfzmZoDi>eZhA&-?{}JsEZBl5G_LS5nQo8vJjTiYq*;qUSwZppiRf+l_ z3uk`y=LW0x_+XliUx;ae)SVL>VYeR!KhnGjij7aMfz2Y?VZj+BF z|DykibriqA2*ZotgBv+Gir22ODJzP7#qf(KsN!)bbxqar^M_voe|IyRKf57wgXZmUYbXbGFS_wQ~?;%YUnZaXad>4t1g4tE;SD1!}w zM(4?!Y0@trQX)Ja>eo;to@ERSjZrX9<3BG&M0gV61PX5cWvoWlg!<>(uk7IIn;4vjMo8!b?&ln4_&uQEx?x+ zP*fI*qLI1 zCj$1i^;nmNw)Kp$81J1F`!M1e8p2nJ=tAU-@Tcsfr&7+-GOnWLxq_txez zZpKeFO>G<&ICZ%YF4PAOHm;%i8YdEvQe)=h;o}_>^oh%@8dE;wtA+S!&xwn1CNtKP zj^1{&CewP>i*uT@+s}W_-h$&0S5>>#EGr^#!qHVpdcMEksHedIi_vPEA?#@iPx}o--VIl(V?loZ*gFcc+ za5uwQaF#@B#F>Q((st-?rbbXmN$Dv8P*0Ywk!xM()-}ejf zg)Jt1d=)sYM!9YuQfE$yu%TwEQdF$pgz^#ZSf@I(egLk7VGRZ!8#1ntg6(U&s0pT8HPrD!GPJt>@ zd#{stWpr}ONlntRQNzSY$=~jlgaJug^Eo0^;-!Y$`nI^O#IIF;aUL;+b?xWA&^v2U z77);$z^OI;twY|U4Qtvlp9AeF%}0=l=C<)icz08FO+dt(0*AQ+?MauX&7p3qr`o8Z zY>2Azo1y?XPv-fPQOqIQ6)FV(0|s5)h+7O7<-;!bEsB0Z;%f{< zi{TG*0MO2p6)Ocu=5p1mPO&uyo`0=KpQC6T(8_4u>+4q8YeR1<)Y0Z$v55UK$R5$6aL!F}PR*;Gb@NI2Y) z&JC(t`Ac^P#S>pJyrE}lpXg{QeOmIS*8`62S{zYdfiAuL%uI=j8U1GQaPxkXkX67& zR0h)2WAlO+(ww$oq+en-Pg<6{bc0C}0 zuq4K~lrOT4o}k@L&Ss<=OK(hVn%Q00aL0Ffa%@hmg!{YG@UzzfKhb`7g@@N|L>9M1 z6;TGG7NVSJybjDsWt&1zbJA{au*yvor4y%t%hfDoK0yq$r0*O9D<(S#*|n48n}Y5Y zn`Fbyx2wz%m>34=wE;nQ%R9)J7)87j^NRw<$fv7Na~5bhZ#K{Oy(w^_XjZNiC6UV$ zKbM)4+`TlaP7%9Jm1@WFypLxa_Xr1~{>|@kCuknxIgNaDL+LN=^^B|f#{CZ(Rn&)$A)h zcBI>(^F7YkZ??Ez;k7=k%04ID7isnZG3+5|Ns?N&N-uoIQj<(KGJn0T8T6B3o?+tr&eLZSEp7GPZ!%3+m;?IzFsQnA6wd8`chL0w}Dk8nl@2_8_AnQ+0U!<^CC$xx@lqw$O>EcaGUPb6)VMP_MvesS{)EJtsIu}|f z8(}hw-%Gy0m{y8HZBl>ReLHk040ikH;8BCQr{%u%U~yRL-Y_gTk>%j#+T*mejdE;M zb}ark@qFGP5=`pIDIZiO{mfLTS|FZDZAsC>nK3z+^K3}m@%*b4a8yD{4C^d4`&n1k!y`5Bnk*@n#u;!M{~a#Cn@@i=iOh%2U_P#s|H0mQ2ZaF`xq$AaJ*aqFF-GE%FnhcR+u zOqjCdBk;ct`A-k;_My!&d&*N^Y`phcP*3e@_v)~&PQ;Bw?6KQ9VjB+SX@?ypb$J}k z_L0B27&T;)iB7y(E@VSTiEs@Hili~t&wo<%!kS+M zGia%+_x{rRsQGYh_@VEz&x_;(FD%o`W=b}8-eQVei5Im@CI;X~ZSt@)WG~Ci$#WF4 z5xAzFBBtM;+O~1^MPuN*t)E&`_6C~{n$s_&DSBG(W!p)G))ypf@tjV&(9|_MuNF}9 z@Td%JzYl%=q45VjoR{Q|3CB9oZz>zX)-ZgI+6K*%KP8p#X5d?nZalB?5A>rdyj#*z4kr9t^H5=_pV=dcyj`K$;4!OQaPAZ znB18>m;#x+m|U2gn4Fn>n0S~Zn8Z#t*%L~W>CH)t!^zP%Og1N!%L(_t)a#RD|DO5! zq>^(?rTK@kHKv7M61?%;(RYJ9pv2`HPoXuUx)#>GHiBH?OgBvT<{9vT<gT?hxGF8}|fh+&xHRjRlt^1b2eFy9Q}ohHoxrZs(a_aGpBrth4ssRlACT ze}nP-f1v$uWdCo#LjS*z{U2ce7uO;H6B+5Xc*uAFNkIF?cof7dWAi~v7xC`$62)?b zkhuxzVFc}=9}3ZNtczkNM_EUjT7o$VmsxOt7!|{AB2^Wbryj4$s8TOud>I^)knur# z70@Rfu;Lx0v4qtq*EPyaJ9&Eu1w;OR({~wL)EoGkIh+ANq|@|L&1`LE~dkxyrmFiyvhj1(XwbgTK@^x$re zW|rzSb*Nr(ka9M{woF&vBKhoLa+7ViOAH>g&9=( z^S}N#e$gcxD=G+f+eM!|p;(mez?OcyEAB~8xproDc}5#|?m^ z#aSEs0{9)ZW32k)&(20d8Eb-^@VLKDoloDszK_P|jQm#8M_*E!JoZ1bZk16Y!(5ww zIdjda_HV7Vwd20l>?BH`25QxdouU@r$Ew+SZLah2u&qe#2b8xZ41K&kEKyPa7Ce-< z!ak!hnDU9YEnsQ_o5zSN{+CXRuDM7HFoISI%?ilf|K%HL%rZ6{;5%8}mKlUg+lfPr7V0(>sc_h)6~q@_6W-=@I&ede1;}ZCe*2O6HcGW+C`m=mmmGAVt(_Fa zCeAhC1trs=VFQR=hN994IIY@hDA~fssX9V!OQMw}-ib&T0OXA}T5bsU8;YDaKqc*w zhO&|9ma(xFJlMxzV|4bToag{7oj+ejfhkfBY0ujuiJ_+ixK&Y!WXS0Q%*+Mj$kBOJ zs`h$aVW7V|0UNmER!~()f)6Tnhq|4;E1G>A-Kws}kn&2EmwjyQm`u zpP6j+cz!89=ydOB=GN_$LIM5=+)x<3F4G0>77VRQUna>x%J#9}LSlCtI>-XBE^KGX zJ3Dhn^z-vLlxrgw7?dT9kx`n9 zBg*ZwXjQugSkf0OPEE0b|Jui8BAA88L=F~9XR6?y?Zly*EQ=q}BOUzz zN(j>;h<5L>Qq#UcCXdE$7EgLYifYw%$LVp}TSd7i^MF?-XdoY(+Y%w(OxvF^^{LkOkJZ9z;JDVecvUuwZ=M);*ddsN&fjwB$ z0}Rng+cTIh$=Xz(RPNml(s=%_XoicvF??yMwi{E3>XSX%MJ0-Ub#e8`aQ1@uZh}a^ zvgW;gyDT6mCFiH`BF<~9ck->a@(9^AGz@NQyT+L_4%Pcj6QNZtE!4698p0H2&PS69 z!F&o#J$}XrDfnlcRCBXRBXZ+8oU}IlUk8%xU&T50oc_o$U&^_^qJ#&o8&48iB05cS zq*rtu{!5>TCJsy3`}!J=y<-zx8VBstAic*rytbcx=UC~!)*lusCdh&4p)Y_qgL5tz zXHMPHlJtc@kExF&3&RV5WWzxF151;Mpzs#0xn0h6%{vky#TjCFx}wvGe4*BvrMK;e zlbw)nd!d@tFk4DIL_bxY zZ{Hv!S+}Ys+1ABn{!NbgLJK!`l-Lv89Dg3G<6H-|Kpv?tNR~0!~YV`UGXSiBAdy=f)6E7^>NKa2Ez69C&A$N(ZG|48IhFn#Z zlPOt?liyHzcSCf(afYr*lO+Jsxn1cld{C!qQ0b%3#|dtgH2+PXTEDgbZ^^tpF3{vl z_pQPFKR*JamLO{;c+s)@P%hN%d?7d0J(PXML!Kl{s|7RALhT;o;st=n&@B>cvxq)@ zWSf*KZNMjJ<4YZfy#Vy{EETU((&el+Pu#x?sx5pZO`2?GNS#O+tsfH52%Fhxu)Dq1WKmm42*AR> z3NUc6O3Ly2CYQ88*=lJUDXCuT5bPOY3_H)9`w!D&cn;8&OZ@H2GkxM4 zCDg!xBQ}Pl!%bmFvn0^Am^#Zun)xvb#5v+8Wj}tecTG*MYdfnIjHSTKP2yZ4SE6y> zj2`8jPxsHRMEXXjQtv<&c!7VtSKpg#<&ZE4@9C}mD2oXyPoGxx=J?h=~sTE?^M;auX!`#DKPRp z^i$NG*EeaZ9<0`l_|kxXXg3uX5(@ausZ(sl_}D(?2d8Y5v58cLj>B;SE8yuoY>{4# zylejVhELzMH`GwEZoS`l0kK@C%iuvr7be@z7>=FqhCTaH*9c4&uLj?)7i0JqM7KP@d-WyHMHl46ky_&Wum8%#BMIIl_hPk zL}juuoS@R+&sON)P&pr>9TNhWZR3$WzlfwYKHkZgWTL={DTPm%*n;6JX{kr2$2rd* z?%!Ryu_h4ilRd2 z@J75{t7)L)wgtn<{_|!nNA+mO;A=wGmmB!PNl_M(JF@=}60LV(WucrZ*Zx&Jnyug* z)VbOewEhuOv72oSLg|MyJ!k6;*FX46#&v2MfqJvd@;K^C6832Hl!l$@C-%vb@3DSM zLWyQSNb%@wLxp-2{wUAdR-1aWWVgwa@ok+WTOPHVq6j(cEIKy1oGimsAFg5^U9;Zl{=;*>tg60jjx=neC(aYra5 z!PQ_^hkQJoY)QH0vY|Yzvo6kmUsdEzVT*bJ^}wL1ZKo=acv>7>v9AvSIi_en2xH%n zKEUXq3O8_iA}XaH-+C5guH`6p8hDPmUI4aaNb+x7B+MY|?h}4G8qV*+>;DMBC{7&oGxe+* z7nO2Ef|3>^kEFD|`8wh9Rt{u7HIb|-nA#|G>bWAPd%e7WPa83yZUT;f*Iy=nU4i8h zhCfnir{gsbr^n-~-4~|BzGK*%tR=S}!2HIS!Upj0pu8dL6M<7$PnUGC#j$e?$9$bp z4*5Nf^bvR-*3Y0tn6E^_n1?LTcv5vD&=HI^CEw7quyh%+@5cMHN2{D6k)KudRyJ|q zizbWymhE;$Erl1go6jBqQy7lLHMwa2Am&^@iZwmKtKt;y9}+(@KZu+_VJkug3@-a{ zHQYEovWc@I?-KVTuB1r*b6%#yf57q@K3zD+h(aDg5dHFUK;G)SncfzdPnhP9@Un|* zUifR+tF%$i3*cv%$FZi>>dBi3khpm)WvmNN^xBLACr2ZXrK=;yPp$T^-?{LdBpmV} z09D|?8*JZd?Sn?)(r6LcztUm;F2_75=3VOuk)yeq5>92r@>0W`02*OQb^P~ZIWl%w zABe$&A^%TfQ1c6*iIcu=+Q9*9#AXz|o?0^z(+%KI`JZG|a1gyAdfurHM*UkWxBtG! zIsqXwGfjD%0sz z<4gfv$Jt?7wWd{8&AX(KW%u9ruT%P{s%{Q0KpJLXD19t(UmU#wp2imqo9w8+)Hp|t z*;MjN7rYL6lg>sk6h|WbKI0#ti!v`ralfIA^Q;OxeIqnmGsLs9$`?v28ObX@HouPa zdkp;33FkPGh21Ev!=$(?q|D%BqSHVN8aMj!-W|bJjli#8mo70QLEX;+e|_3}84Clj zhY+Wxu_rAp!Xx29*zzX+I(+s{*;qY$HApJBF)Lw}T&mLSnc>=9n(^ES)5l7VvEu`> zWM@gA%jmT0qw$m^w+imgmMVl;HgFJ5mL+PShZ~t>2I%`t?IPLN)WMOzD8W1>7~8|V zLJx^h-^M!&F3W1OYL-4XJI= z+8DzrgdgkyU69~og`Sa8)SLB+y@|`5K!F;RNs^16NLHwXw#H>(kg@B54rathRI=;R z9}GFd)C)E5H%r)!9FLv?W`#P>JVdH%(V5@n_`{CI=Z<r5PeYDRQRaiAMDvxf%C(8{RLUPCaj9l=T$Pvq`SiPS%b`{WU}?0sWGFQW*M0bp zL~g)=G7src?AbGIt{KvkZ`JVU`J6IYWhLC6x8rMJT>OxDcT3K7FE!bNW~tsO{d~(3^)g$&v1oF?hVFHn zO^b*9s}GzT5~cNQ`#To=u@R(4!#P<>+ulBAPTfz#89UER#_ycbDYTsPt~Z72mdnJl zUjR}xxh{)xxkSh0Ki-U_E!t#a`_KrZLOa>OUm=r+)J)N1%vdO)M8XHVLY#L1)IFtt z*UxAjDvl^y#a?sQe7XatuFWpOBKILCGHDtv-)rVHpzX(QI(F1E6HixPlfYhI&emiIUhr0@r4g?fJ5uPO5YB1K`m+z}dG$?e!jawxZ)N$x{hZphPoo%P z7Pk--{ia$3ol-|>V^oebq&eqgc|l`7AEGP^33$AhD>fF{3lCW6$iztc73FGl0#9k4 z%i@C5f7^LphOT@d1NhQut_;%nCCGs%TTZ-I@GTQqDB7}4{dod_XWcPkN(!=Vk-24k z=UkAJWD$uavXJ8Kq;~!=Z?X-wr^ItXKZ6t`ua3mTr{kRbno%{qTbor~pBm{TtZ}Zw zJt>#pCs^}))Bm|YBfMRGAd_4A*_y3!v6I!k%KwUj75d#9-LI-6`to6Y`L<~+GEIa$ zJ8_nytdER}B`Y`9xjxn#nY;&CX$9lX0k))EoNNDqkc7RQKXYS?Zsi9W^rYQ;uG~)X z7x6STdi%`Ki5d9ek9OqAouUS=us59xtTxwF!wL*}ktwUUu`O`L_9 z_QP1l<#e>ACWQ~TpVD&~T+I{hFILjl5G3g5&SHI$@87x=X+DNVCHHaLZ+7Hz!Dif@ zsn)zLRXYAh|4yU{AH!SvniYm5&>$t|^z41YEK`7_@(&!=c;ZTXY=-naSfDhHdoZ_s zDW|+fA&66r!7HKn4aBk}b<7wzK*7mA(2demzC{nf{MXtqK9k+<=QnH%w`|H2Y@*Xl zlv=^eyvv-(N$|l$l@{J@k4L-Z0s`PC$7^;oq}G8T1rVuY@kKwS6EF&Z;T$WDJ$J%X z{#{I_?37oWovAlBUY+z`tbEOo3*V8R(dsTwk9<~t3PUQQ!>w5ye=@V7`Fkh=D>-At&XqM-OjeJfIoaGPeAJx7!f zVg(nhf%WLSBgIOOUZgD+2vxg${iQgZ*{d(7R$i02>*aN6qt8IH>aO?nefNSryG7Ht zir(q%<-que@KN;UZcE#&03TydJ&4@}6RKNrZ!s6JCDvSb>t3+0Azy!?M{ZE?q*bps zzBziQ!?STqzj#?oqcPdM`?GjDb$V9 z8DK?fkt2oVp`CCZtUxoA#WHiQn)x=jT%e+KR*?7tG_aFl@g(NC+sXHvB=n(+Ty0sX z3$HoIEWGBT*ViNt;W7Pa1Yhm`F=$^LNtcTue-S@{F@LL99gwZv`M1G}5I zcYsd*EtYR4Tu9V#xU_UyjOy1n;FcER#T$Ya#0rOVWZ(-p6|*F@i=NAAOL zj(tpTwTd%52j6xyt?6e`eKauXYg!6fVkcw^luxW2< z#Hax>3;UI*ula|FT&wl<$gY7d)WQn<`C+F&25%R_+J~MgA0R<_DYb@G1*VZWioYoQ z3&=NBHCH2@&RO&f`B=5X=$#g_zbRleTj${9bb_7#Kv}Nq9&a zj+PYc!+Bvo2j!dIE2y4V-pv(+(wO`s^b&e|ru;SA@bO=4-76RKWBIj&hEpD>j`&-j z(d$`s*!rLK-H`g5aP&{iTkdAah>3wjIna*tc!y_?CHvxEKeE9h3j!U{h4HK*&D2{! z_W2?K{p=F1@|;GqV_&B_vIlmH?QNXda(GA-xcN@?jx_8A5Mb8GMStmNekpqT=3)BB zSkfS-qWlo{1Tdu6*MmlggGAf4xhxO4PN{|znSqr7Guc`G^N@}cfcBYapCpf@;fDt2 z_X?Ro9=?FJ8_>y#W(QJnzr7>pLoh@7jjQ!TQTZeIqPp~2A@bbEdjS}c+UZ>6GrS@gL1;#)HBOi60BQ#Ov8qFY1!h*&(t$f zl|DWqyyf#x#cEym(OdA)AR@l0LMV8-@+Rj1cS$@PDNTe(E3S7d5%*6Jfftb%7XIPp zLDF_G(r?{X&a-3o@`k_fp}0w9Xp%cw`MdU_!XjWjn>hO|Q?P>AkF46iMcH`04QWU8 zIXFSP!Z(%1@Bgi&MumF{HU$ez$qFfVbH;Vk26+UqLpJ%F`~i6%k&>9mF#O7{P?67x zAeNyQqqFLm1f>+r6}2^rIi?g{9^#NxOQDg4b-@W!>C^*O)P1?2!t%xOl@veZ*G`tU#Y-bg&6xdxw}4D;te(T*d+J(L3`g1 zvh}Ltw96%0x$|Xv!hK?x(Nh>R9700cFMxFl^%yIsunj*PoUWgwvgxvpNgI&{Wdk%T zR6*E{^{P{igsrII+DGHy3Ga$C7sWK53OOAStDQ)muKQ5FGp*v*uk2Kb#}B_--)BH` zpi=!cB`!0S-tP6>4nG*6!D0jNrE=~Zlic_Hs2^{r5l9&*YnUv@a+-Co{e;Zix+jq8 zS=nt%&;8}lJ>4{N`>J2&1u$2tr)PNR7Etj5aFd-k#idZ97I^_!-{sqFluKxNdB~-v zZtKZ-x;-1U+7ueK$K=kNc2Ocud2~)rOdCNh#?PQ;qPjlE2X`&zlkR}T`-A?Q77kx*$+uG?a1YtzapL%?w8d!u4>gTKIl zrGh7R2q|dBOQ8{k$k)bmyh`d_2(=T%FEPzP;1P+&taA-l8X8@*%dg+%Eun!w8^d73 z0scaRq>&QcWs`ju7|D_CqJXm7? zjGxJox^po5tSWNBWcL783db!D)SK*E`PaJtKB?YG+u>pk zxCHa~lHM?jJbNBlCb(6y#ZPRN7dv?9@8(nG#T6|7$yVPTP+XwR?fMFoeDWMPM3b1F zq`fo1x|{QRfSYWT=F{Yp8y$G_N$o(ZC+RKc=z3mRdy%G@TP4WD~i!{cHd4MqD{|Ki;szneL71-+bpe0tKT#Qbj9d{&)9s9>Zx4NO1 za-;5B-m-b@mAsGRXu3IUV53IgG`)H89eIbsoSD`yo$zjpe6EWh%B}o&D5-7zvDacz z4hV_=(>B-C@@uYff0F(wyWF5VvmWWvE5+>BKU|o^_ok}=jG;d(?<0A8rG|MPdg{!; z4rx}BaWduJg;f|!a3_H^LfiWuV%Hd7Gu@i?)TT5Fg>6WDitCE|VgpW?M-b|* zL+A1h3D$K=>o=3!sWLIIf+J{P=TYqpLa1))L+RfW)9J={mZ-;nj5@(Uq%qNTo%|zF z{o63@c>Ov2J^63u?-=yMLxR7^z4`bh!37;)4(zkh+@2}^LpeFK4^_p&Je*T;iCpjJ zBU7%y2B0R*Gt+t^yOPn>$OvS~EqXRKj=cbcPtAIfX*DkSxOl;)1A|13bV|ULV^Om% zb6C%tagK7DOnRs+l+^q*mX?wQ$fp+PCs&_H8#>8)TJ%-4BPJ!_x8UDqQc@9SfHi&e zVZ4_oQ}jJBM+n@ubNWG@wb+$RI^yd=D-@vC=bCf5*kHxR`W^Anv*h`AN&>32lJ!=BBJxXyR3kkZ~F!Q|_JYd7Rw z_Bu{_Y9->Mc3R5o-@VG)+arf_pgf*xgPsJC-#Zm+#y`bLxskHAe9v_ld++j!NXNm7 z<9U9%-;;*?3^Mf=$mtAg9rl=WBAiiZR z)!IYyPe-R06LK}}H1te=d%lGYQbN&os}^joXN_r9f@FPP8A-Eexg2c~@sX!~^*~K= z3xHHVj3`cFdCcx`ATW3Rn@2urSDA_<&UHYF(l%WkV+mkq;M5zS8X#XH^PTQM5=UIg z*PSeOc?Bf;XPI!(2Xz_GIIQqUW9=Yu`RE$&fP`21yq91&_fV7|u^$H8)3Cc|jCg9O zUH(liqLx_e^F9*istR~}>fYLL!r=P}n#jM3SxX>CYIH!1X| zZT8{V$?HM5#)G^8)rTt%n-THW&KX<#>_2f_Efnk_?86F7cTCt;HY zneaAc&AqEq5}v%UZ@TGBDrJi~Cb zM5^E3t}b%jrYIJbiBoE3X*Wzt?J;e8FsP7+Dx25Qx8>I}dZ3{m-aNZEdGv7){lv#?%G{-)ONSwILIhsJQ0^E6kWDs&IL4|A7_-8*=u zNiXsETNC6ZJqZDl{n*X?XmeKlF4nE^+s!CZaMpuj^lvWL$U*k;K%P(DE7#9I&;7`} z7#kX+$5v<~r0KB3ezhV5_(V$Ek*_KyM;mDNjDb0MrR9bJy?=ViIE{Tb!T5tjTY3w$ zNoO=X;#DS5?)nm(=jc;#4B52<^=dkrWvX}iFz2AY`eS}2T_SSYv6Gqk?bcJ!nQ;?- zIBWmnw861<Zjlv zvA#p3h<@jxhQJw2){w@J$E-6wZCM_COJ?r^BnK&q9q<)O+8aR%Vab02Cu~+o8*O)em02?Ur0_JxT6K zkYo+M6r}(dikuv)Cr`|vu2;fyYsKjv!~&O4XL{0GNBpjm@B0jq)dYP$nG4}5qFU9( zJH6l7zH+ir$-0SHN3D9a1=IJ9-wdai$gGXQ4_4Z7MC@5sIyFvwbeMndxOgr8h40P># z8_@1*M6p1EUA2W8*B;NGu>U~fo{9!B?=)%rQaftvE~IMkww1un)lju{P#2>-;cA!< zdFiLvoL|Z9>eQzYM~|R)Pg(eK>rUJzD__-hACe76w5366_>5b(@&7e)HoO3GobJfv zgskr;HImtMbtS*1f6ig4p&J z+0hK?hR0n)?KWjhMJx$$xZPS&Y~5A2boGgEgLvBdV;k0R4es>kBJ>?I(b){+&V$;P z+$3^=Qq^zo#rWH-r)D=vGx8Db-UYyq7J$I8^6I`Vl@VwKGVz}4m_%dBEL**}n=I1G zOO%+Q;oUTOT&KibbqGj9uI;c&ctwj2$b6_qiyy9+M!? z9^9SCk=6LUWoY0r-n`dRuY`C34z!4O{CC}vwVIGrkG9jd@R_D9K)$Y0N7Npa_BHa% zkTI^~UTca&SzBQY>3I0;#7H&&RkI|8@+V`bPcHD_p8QU6y4B*&(YryOlH_dra6Dt$VL4G@gvr0^d$L(s6#HR>3KLpE5`wI-HJFSp z)rX}!@zzfVv=QKM*9IAmOR9eJH-5uRG~RqV(5RBbikdIJv9#f6+dx%c$-P0lV(#9b zJgzR(G%=?V8zcX-ZJkmJL@UKbB6Y`}#KUSzb$^rLK{eUOu{wTmP!B9edb1ytYOimS zsV1lOo!$w3z}U@2UZ&T<4&tvLS1CigS5Zq@jv(5b6BHsAg5z32KS}zM#zK2^TEkPt zmHj}dVok6hl+*p8#7{sP6X zGVQF1{Q5`IpupR8Xyg1Gst9Cxey8F{_K7ci$Dk?uD>^AM=Pl43%!1+tq)pB zpjeClB*Lw#XXT@;FR#jq(QtYH!^M1c-V98wG43USxCTnI)w3xq5$OP3c(Qm@lb=jW zX9v>UAboI3ooCG+I&+b6paSV*MPJOTu&Tq6fHm^{PU$JERT6G#M}iNkQo^t;-M{uqz*(|>e(v1Rl1W4LT1N7+ibZp5Ei~T%mNb+wcotKGiYn zpML)d_~%D?^%n;~)k{J2uc-8fYBhgwO`Mthk0C$^fO;jr3 zt-{uH0Bc*UPFgbsUQwnCwl21x8+%@6BWcd#-;Ce1aylV-S1?t>Xr90H6|rV^<31qs zxU-2L(AM ziE~dyPwb(Mq8?_4nlFGTYe;Gn=YE^m&{04j%*$JzAPA?G`sYez2`Y`glXUdA{PLRo zN^LF6k*=m2#t+cO_$oU!{Us26%coBqV?p7Xm&*y!E&PLN_Bo*M*zx}%SBL8mxiSLT)m*{5Iz$G2(t?ryrm9DQSL$h*=tp&!f)7Ux6;(oDp3(rTi zn&K{&3jex&Hyv%OpAkId>1hUR$8Mc*QZ=%5hrHjpkjsQ`D$<0Q7Izr?^bBaJBil-! z$LHX_YLs0*2$OT7Rreg+JIb)hyyD9BSy%#nE1g151V~4wKcln1?i8ntDA%JR$x)lD zD8h_e;pV15Tj0uX%ig2qnG4I-&V@}OIqYJ1E_!F(4UD==G|931+(iP(M0#l1c9p?9 z&_{(*@f+weHGmjG-YEA;x7STvU6mtns1K`M?MoLM6G?s24z@C*+^V^e`c>J-JwP*7 zxI;TKxtYf}4ljTYeQo^p-NaC1*nuwp1}Bbm1i2@DV5u@S)2zn}K$NVsg-6f}#K6Hs zc95=?0~Hw;$mS|?hj`=pj6n5Fg3=1omQ__j+gDdaQ%Y99J;@L&(Qu~Bz50!rd2Dp% zi;C;f><)pvU2>2sm-1!1)19(qOgR;Zz8xQF5Lj9KmwAFiP|5YXp`8%zX-_>}AI?LF z>c^9INk!*th*aFX7o|Co)$H$-%Qs)Rz{7d2@?z%q4f@lE$(t%`X@985`IjQVf^PHI zf65-qlO91cY20fI*Rq#m49|L1OMayI9Agik-D7VMWqX2RsAqwOdD4_-QLN~uHZK6y z;y~uLsxQMuvZFZ!n8*2rZ(D(G58e0WzH?HoQ#CZZyaq!Nx_jl)1=iECG;q67OM4D6 z_%drRn?`Oz5YLgMCj_Ee?hoe@wf+ z9L(QL`7^12Q^tV}td(Q0n|$=HSVG%$6vZSq0xQD(K5zySS@I_3Ui^-T_8DEV{O#S_2E@s&j?LSG?o3Rte zie7i10Kn|M;}}i#h9Hm#|dyIz!tKI{@Pdi39nEKz+nRkS&4s;y)>fg(AEc5 z3^P$%8Sb^dZt?&nHHz9BW*QL~*sC+y9^LNwXDlVtAFy`16?JTd*S(043Esz=SEH~x zsEg*K9D%>DC9F4A-QpuXGI*FiLv*T|(;;Dd$n>Gu?#7_+dI2!yv`=I<7Ff4_P-_&y3U+MX@bkIQjN1K2}EMKt!tzRnHme3pb)?F*!)YQ=hCzo_T+#DPA z5$ z$vCp23VlI-ixVOe5b3JFt^I^k>^Fv_v3vr>72tnN20+-o8W` zsCDL4_$n^HtyIPH88gTvVdb}F!#NXNDSjq>vM)l4?gUA@Dyi_JjcHhD6USIvB+@cI zTqcd!7eIUAaAB3HmbZ6i3GN-TPXo|M}#P)!TiOE ziPW?MV`BBmAXN2e;1LII`qsuUYMXku)A$AOx!uE(lYo`7l9qOkAn5z5@%VFG$xzSb zS2_oB#J~B{xnG5Y+EJQjC?V&Uz8}tRRJ`>uMNPi(ql-&^NVVNWxq~yLUUz$-$_}ne z8ban6UjS(RUyIaLqXN&NMFUJ3$O}kBPmR58))9Gv(y$p_DEmZ&jgst?h$T9m(h0Al z#KCbR8pF4QR143=0ekG-nUghpH(09a#GHBA(VRX!i*Y&e@GZBi=ZE_p6KVO?|6b!? zGWD6%=x8=1CmX%|$d0B5Bc;*EM2u5sY_7etRvKcQ(M_F7c2iPZq~d82HCY(^k>F&=V*hp9?G!P-L>8J1jzVB}E4ZgrjfN zqee`dkrVcqIe<|49fO$CfwP^*9PbwZ`AA#B!A-d+3RLHkyP{=2WGEOYaR&ZZLOwEv zeV|F{9x_|&7Gqr(8Jo&)J6KX|14@)+OIY|w;yH3y0q7&4YTKtwjWY_uBz~@*W<7b|8L3sZ#gOdGuhD(2Sq5DKQNoRxL zC$|XmyjG>jJ3Aq~w3dX0K6zZ(_0jiNoPSYkG>inZzw6s-S2|Jz{(Fy#8j{!Y0w6GK zsZuJfY8HQ#6Xel`Rf@Ey{+RN}uHztBF&d_jcci^DkCr3F>;|^g80MFlB(Zavt+HO- zGEFU{@9H60d(ytvD zCiQAw8wZSm;nQlJ2$quFBG~FXgS3mC@!|L^k&n-(L5aIHy?&Oi^zdzCg`hzeT(o=e$ZrV_S(C{wBO<=jijy#q~R^`^U!$2+qT-4e7mX} z`9K;9^h&Uttw8L1(k_=$UKm4-qMgkVErmrqa{*ngd6JI{-)r)V2$CF4NI8kR$Dc~c ziJUnw?=b{jusXAP(V;!o$2gN{^hneU?9Kre?K6*4Z2vi0IdAfI2`^^UoK24 zd~iEe^B%Sq!$y?xZ+kn}I#@vEEac+kWtV(F@OigQuU>QBMRX@4z( zxkN3=Qd{>~Gu9jp^}puLbF7)PM8;URewYl))1_3;k8;w*5y*!|;}}=_iC>%L{JBEP z&Ht{`%-ViN$S<8G{=mp<$Gs9hwf`m|Yv+|O(BAx!Z7o&c9_^UJ$?3f@v6zou`Z=we z9r*T>IEYKgM(2RW@&c`j*%Wq)~$LUjncYZCLP2Ci% zcP*sUQLUv15S5wOo@HBT^{>nGccwwusmt?+Iw6`QF#wnUFflG&ePH&|BgZ8&mHem2 znAfXrOw3X@;B$=KMgxJ)dd%W)Bztlip=dYNxt=lg+<%wq;|;^^wSf-|u@`it^H1Aj znh&93bE&E-{P($bT(j1!h08vnXIfF<+E!m<<<#ZhC~DJ9KAY|Rb>~J^x%SjbIGAmpE{Co5yJ8Gd>`)XwM=fjTIPr}7=0$mz*<^LD z=2zhDWQNF_w1)~?UIQ?wymI!l9}p`6W!Xn51(#vI;uhU7c^C2{qwIdARL6g*-Pl8@>P{wHX`2 zrDGHCQc z3tjPn=^dn}?O6QyJgagMuyK)?zl&CrzmrouEtfhLI=LbHzQl?H-sh)vcWUPIahd3o zWp6P!07=8;Z)&%t{F{5N41Y-`KuhaTysEpA$G-MXV>2sDNx3&zwzVl^Ao{$014Q+a z^x0GUvb%N+Cs|A`fYga*OaELhLAI`syMh~qmG(c-Zz>fCPjL#NaT5uj>i&B5BM)a| zkKCrNv7pFe_)gsuyEb=S!Rzh%FQS^wd`}ezCC_*lu*u4SbxMd%kCjh^e*5QJ?XQUP zPZuSe{bYPeD|Q|A5pR-v8K9{8-LnE(KbpB(xK#1LH8m4DoNVgljHGbAwrIs;INT27 z;e_Zs@nI61TeAK3rfT>D#)^qTv)}~($1g>7^Abg!p!F5%-A9SSO02^RzHSOn)BKLL zi9msaru~YdIie-~AAg1y)MpUK=Avze8`&!7T-ks-;vK%&KJVIl=&v|ypUA0R{lJvP z@TA`Df~U=o-5%!C=L7fD?9(GYWAci_vyKu=MXQTQ$sE|hIO;H(YIf31JN2^8D&qTn zt4c-rxC1rAL!CU!<1?0cY|XkpzX1E%h6W*T2_1!LE4eG`)R1E7I_V-|@4Mn4_kCcS zj)twjqba(xQ?7fPMiRIh1(NX%CduH@_aSBMTszsj%=XXf5MH>$`uT6F%8@e%C(dk( zx(2s`{t=$UGvjvGij@Hv6QkrY++DPN*@P8D8@av}zw+3%}kg{kD~I9MA8E zc!`srLh2>)jC*)+pDkP!Q_^Ls&xs@KEA?x>K8if7h@{H?Mb3nql+GEqT-j}MIrNVB zs&b*KE%e{c_9a$>O4i8W&g7HFaY=D4_%$~cGSgZC>X+lKmy4?uUhWCB53ps3j-s8y z(5M(+rdW}~dL)$;{2j#)%#i6E@>YSi)jt+IyPphC)oy+^46`#q_uMkHnHWO{z{nF% z-0~Zsb|+$I^U5gcmj5V*2OhsNX)xf`%}*h%$QO*c8*$}ZoS9;VgaN`Bpj**3rlr2; z-+CsOzsU;LfjP1ti~BGNo+*(+@_fn4I1$#(@k0?QGHHLdVgs;DMS62@SwMnLTq%=G zHx_DV3QhlsU{rlooq7b?Ga_vDqcrZiCBBCL@bw=(tx7VR<<&A zlw0xrMEMd`=S#%#xU#UbEyiEt1r>?9CTqhn_99G_f!E+9o)^G>z#z=onf!2rlh30; zK2sS#y_P} zzry`FBA;`Aq{pm7Z2C>(LF7pkm~70`vjUF4HZTCd=a5Zw*Kk1g11+p2Svd{{Vy*TgSSxypjVd{{XDOWh@6t z7q~y(9Q##av66D+n>54Yo$XgrC>Kq)rWc@h=C;GgA8xYi|_-J)hw8D3W$AE=`7DXCjVWt|G*=Q7z3J<=~S zSXAziD8^qM*ZEf~eR5@)vyhX9!TJy{M zJ@f62;qr$~g#FR%dFU%x)QiyYWD21JyH|`-PEEBeU>c+9JOQ}l{yt@*#d|SYy_fP}b5LS9=TD{{Jw$g9r zWB&jx4ZD9)ika1ncVmns%8x1_!X`88)YO)cODuz87m)CvbC3SLTVD<9G3DpduT&1C z!g#KWN%QP565co)9bP|}{&mM!5|Z~_&Wd!KdYZly(r>irr2AAjNil)n@fD+cXZA_P z(ff%$>GVF7`)yL~7a^l#?zJVxqW2K8TwBD-dh9qg;!bXJa+g!KFl%Fu)!~}X>+Ke^ zG)6;`0pPIqt*;GR_?uO+d$=czLabDI?f$TixZ}5}HB(ZGIU;msC2^H=)kyDNgW*d@ zvhdZ65-!&zvmv1Y|0ZyLvsRTeU zCzka!;WVP|%%q7{H+lq0)6nppPU}_h{-pMo=WNJ00x`AJ^eRVCYg#UOz2yQ9l}Ygbi8@t=qxxDfePR*AE7ed#iD+ope)xvs9#-Ww}m091_^w*U|6 zUe#Pm_HmCY=X?1bQF2Q1Dp+VxTYStn$^G{kKmBUbSs{(~7RdF@W?gEnE>AZ!)|$@{tHxe{`H*xY3;&d5Ek?TYGH^ueddk;@5<)JTVhR~v!)gT-)7CZlr3 zRAogAgbGgb)p9AXd^2TlEzEOBSo0q9wL>15&NH5*^IFD=eO1nSui5UHn$N>M7g2V& zvO}lb5uLCcM#uf$--qR1bF6r3Zw~6QLvZqWjB_4iJ7pfKM+Y6pQC{a-`-Q$k6P`cjH^Za?&zCFM~J~|E!(re5#>~58>8GZ zeL)!Mn&`A`BT&3yELn+kzEB=fBf6lr%^!+YBWq(T*$7ghLr40-(9mqPmX^G3eOk zPpxN$&19v^S8n2+`F+P@6T*HU(=PQwmsYDXEM>OH$CIC}ZEE&W>AH!I+9ZxC7jj1$ z?F+}HW7|nCn|QL1mPnff4*uVbYzZa3o=fY2hLG^1vW|=N73|`1QKd@J_@Cw6^6E}) z-b`vQl&Z~-F~|x(tya0YTV!`*+dqXq?(zsHQ#{JJ>H*2FXHnE-zl4t{#~I`RbGUZR zc&hSuXD+Rr-lsF)-xdB(ub`^g?yKOrBN&Fvm$F_RX*~x8f4BC|Jul9U-Q5MIU zDd7ft4D~&^t5>UO=0kO9C~JGQ5}?m3o}m6YABA*HzFS*EOKIeH*7JGAT~9a^`4qfH zSjQj`%jiXOT4t)&NfdHMS^z+2&nOSKdg$z~p_sXfRB%p8=Nxz9xUVR*(F*C7v|T#i zRJoYm!5r~KyG(Mf?oWSimCJaKLDQ`DsiL;G5ymi8QO_Ce*1A!1HkELo9kzN)fHk_quS|ikpe72jp<+{d+ zsL2>emt;ylRU?mHgRkS(ugw1CcX=;L{DszuBJk!Iz4wuBYbA6s^6h=>&{#gqd{^?`J?_te) zW{2?GLeZUWCb#>2(C2;0+^B!qPM?X*b@nz;Sz1MBWp0pLM7tx61_J*8_5DwJhfuzb z!q#aDdCq{4qkwQT)~dEHwRi5jCUROaB>`47L6jW=sKERML}auigCb;g8Lm3x`$NP! zZ}yF<&YN6FBHnO)3XJeawN?|~S~+)UGA?NGRV;lkuRw~$PP_iqrdgXi*e|c?j36|FAtgA8)nQ#c?clXD!uBc*vbtM?Cb+?%^a%%BAjT=I?(kw;1 zTcmP#NihI4jqArj=sQ)yj~;R|zM`$dK>*{fIHi7TEtmHY!q`W%A0w5UH-`ksC^ovkB4Qi^ElPOqap@qe9jx|Wj+_wz|IDOPbHIp>f+!nzuY zXclHt#{di*cdRiKBU&jwfQq_me(~K`YAOU#`qqsx6=P7UFe%lnBg+(oK`;8#QAoaI zZlB&#KQT|2{bN&eS_z!R#f&$mKRPkzMlsJB#cpX<{{Uvwk~{&HXTaz(YDw)9Vptuo z>)6!b0012a0=cPSqY93F!Li+`D5N#g0ux!fy~meqA_wM>{*|Ilb2_ELmihVlQ{^9p zdHJRx(8D&jdL0;AeDyWxLK|w+S%Dnm@u*CPHClU+s?1LUz9B;F_7q693&n~v&nCGU z-0D}c!g@1fuR-3mbzd{cX&eyE(0U5R)7T5~p2~lneFhs3^?FWk;<1dTrukOKqgY0% z8hLB91pqIgtwfMwxyu{1D5EEKFhQ-Wb$1{+!k^B(Dv)XW#xq)%)%ShTlkHM09pA2c z4%DzJqJRblYThusj=cRVHy>#iZiY?R^Pd&?TK3<})O12h2GcO=^LlX!1~v+>)s%XLPRYKO)P-4XgCCnbv=hQ$9QMMi)!C&omAXPOKk)0 z0&|bAJpNVbV6j%iw^?7epZqb^P06dhi8Rd$_Tdrl=Tpbbk*3~$zLnEk*xT7f@`XX{ zFn>B(uHv$c0yjuU2oGAvy1$Y_UPb_Vb`_J8ma_Yc_owJ|QB7>)=3uz~@u{PDSZk?seLxi>B*P zv>J_!H!6F`Fw5>3az6uH4zKXCI3to>F5==y)Nb+{4*vi_(?8C--6veeqb{30yts&N z^CWDx3FA5B*GQv$Wx>elk4o#OI<#N7^f}`-HFM|76kA~`EQOI@3|R```e5=8v8`Ke z9`(cm+$dEAi)_Ix$DVrQryVoey*FO)ou;pI{iLv}-o`N@3;wtdU-pM%_^tSU*LR|LZ%l0jN|tbas#G|YhT^BU zUX_`sX~7iEfDC={{eQ-tW2oH0Yc+%!{rB-_?hg3+*U{0&QFOht+x6^u^`%z)u0x&+8=4!8yWm7qSU4`&Sj9CvB%TcQ{)7ItX?#0Sn?ngO8)ql@Q>n$~y=8fXH0^UGDUUC>8f30OvYT7cA*5-}KlHA~fv<{=| zT322g(5jp@o?W!apQX?EOzjG*(w9x2dxWhco-lmp$dis^LiG+YxjgDMUc zPjl*hg=`2Feo#5Ce12u@W$fwi`5v7YJ9A1*@m-%Pd&U2HwgBGkdE00r{mAHb{Z#yY^`qBSDxJ-eE#8C zc#r+Oe|yu@>s>=B5tn1P2b}jc=~m1qQCgmd8-!ykBO^%g_LZSVvFY{^LVL@N(l@zd z&1gu`E?P&zjt=8ky5_ho=Z4A)X&BrwLgBD@>(i0-tQ*ZgRJOg9jIXlbZ%37h+XTc5mq8V}WFMC` zrE7lbM3A`u02;xoZjPl%t(jj@@cqOp&to>;KI5+8n&NKtjY8U2wz>j09Bv80`ewai z+WITi*ha}f$y(=pOX0-SqGyd&ZUEqs_lKeWo|V2HykR7&tEbd2Catq8cvHi7y0S&6 zYK~UO;iH7c6{a1D^k3BdE743NA0WZ>?O0wJ*V9vmD>s3mxq>0Raq^J3T!Z~9s8P9a zI@g_ub!%cAWu>-X<=p0}DJSm~ixoIwfx|Ufb>biPYt_qBjGS80n_Jzv(c9`P z7ieq5Txv!2!P zBb8*w2ONGluKM%D^6hx+VGzoLm7HPM-*2bBNUt^38s>ZFxSs-2bGZ;F@)hahDZ*>r zXEq*E`$uo5OpO`%GnqIqFF8g!2bYrXPRst47<5t+Li0bKe=u( zpTzX8wMvX+U}*;X zmDc7}8XwTws>^^`4styY zTF+RpyS+PB#mlUEWZUtLqz}ip>se4Z@6KzV9TgghuBdcnCjxj-mFb>>q%jUa?aewC zjBYsqgPakZ@lls!Apv+JsjgW;a^B&0b1L@ACb|Brz48Gy+&FyiP@&( zX*_4rr;gft$caVFXR8**e;S4xc8n~NBCKow06h)?`VOY7T;EG|h*Kgj;f)3d<6VlH z+~rf)#nX#;i~yXhZ#ua81IOw){VB_B{z1*9u0D7tv_%ss3(z)m_!@;SMZBo& zM#6ANJv(NtTk0}J5x1M?h-7S$cWpn;sm*B2hX@`f?-|^`;wv{z4J(~So2*2;ZEnx* zpCKeXfPD}6*2RU2K{T$XDnQ$hPN(`;nx({+u{2VKD6Np^x7NGA2wi=m&f#~K+R8xB zKu2of#l}#k>~vw(svRJNX9us+p`CC#brmW~!ctjB7{L_z%v**I?g{CPR|0}jz0TC# z%*i78a(j%{zMp6%`K&azs@$%2JL1M9~X*_XyHQj_R~ zUQd-S21h^Hdxw0n{H}YF$cc!u_7xcbfRikKqL152-v4 z&bj$?O?JmqwZB{IIAgbvlWKv9lm#PeKR^z9R@EgrUP;(-rxyz|q_(t8KHtiS1qw-D zKndVhHm9YFr+FbEB|Nle?zgz~HMzgJ+cAM;xkbuqo`@A9G4QuHM^anXy0<@`=lH)pJFS~?rdS7 z<&`t&!>IggpVfRdZ+9EVEPi4)QV!SlITh>C#=>bvsy1;_cZ;(i)4W6)AhDGwdE2`n zA8$%scHu8Hxm#fmAIv?yYn_+Dx{ad~rr%*Yi0)L6)DQ5dU)lJYdjW0s3w}l&;#C5p{-W*mJ5xo8+}OwAEj{1FO;U$7yW)mJm}lrJu+ETmdPD4 zSUQ~OBV{L_Pip33@ukJgBN};*MqX8>2XEvmh2E=sbjNns!T#?j^EJIJw!B}wtSEA# z#-TN-jpJ!m8Pup=r}D0<$HIPog{IyuyIbFjbrVGEw|N;EAoMuL*11gvTgxlqacQ(k zo>}8p{$r2Ay)M_p%_bqbwKLom&dYvV>T|-6a(_DdJRLYfHj_EA5|#bakZmm{)x7rJ zmjR`=Qdod6s>%rb8}q9W$+61F3c8#y_pXOgOBpOBm|oe9MP)ZaAt(g4bFgQV@`Aa* z>sXqs2`G+er;Zui4=haKJl{djd{;I<0;SVGI?uG50d#3=rC3=!PSRqmN>Es4NsT~xXBUTdU= z8)m$=wz!r%YiNg@#zqJZI8_AoIVAr8z-!OI<;_c;uAPpIMj<8324~r52T_dMren2& zSBN<|!mD5bo~IR$;yVj{AH+g25w^5jWJsBi;zQMrdz{yPH7iXqW-!Jst(n?Ymfz+P zlhiOBv;0Fo;B~HZ#CqnTeQD*zhD%6_SlDSn2?#8&uH0^D5 zB)PM(lQ;}9~w4V^_GL7G5vy65UnHc^<71{NAOOl}HMgXqjKp#CPbG~WkBZ!*m@OLK5PiO$s@LErJN zs@F(@Bwfp#bWkv(@TWXY8ah+e_b-vZjhR|DibQI${_Z8}=c)ey6J33bX#@)lYl!;f z^<(O4DB=Sg0qs`ePf^8r73(^WQfkiX#Yyz|p=qzxNS`5tslf<3j%wAd;#@D86C8tr zJ^c-2>;C|4)vf-)r(GqW-i-GwHv_e~O{1vw{5|O{EVWG`l1a={0!p#B&LqIkL(t@u8#^8-+7 z@-Nz=KyblHKG{5fD(S`Y&kyZ7qbg0RmPKVvjf3f&)xjP|Bc(u$r8ynDRktAgrmDjf)5>OLXL5c} zJAErk+F$Jb#H?O%>HI~0y@h&_rO@PR!)DWDVkEfo(;YXy0IE~kTVY1n$Ry?VAO8Sd zS(aCwnt9|TXP0Bw>HY$xd)+)~o>S@4G=;P0{jCEj$3VEoKOg?Su}M28VtK4nhfH$* zWwD9dzQ_Jzqjq5CHyB~TQhHNka~>y#LID0HZ<&6$KmBUAadLG8RdErVAH052-;Yet z;H9XLx_$daCe?ki#&SLX0Q%qKT|_rF+SRT{$#WieM%_X7^%cTgTg@AJyBTCo=eQPCZR?SC;yYu;kk; zX&M2rPD+3qfW!`RdBF4)>f#%3k}E`GMk(te%vKQJ?7n4VD3f$<$0RRsG5FQ1v`H=A z7f{hK)k%lc=EFa1vlpdky@r=Zf_iA_qUpvo3U) zB@9(|G3o&MPvKp7Y;%I;mZ<7{vs&(Pwz}-GTo^9FNs!|NfXaQ1ba3m2WE+$>9YN-? zwJ!+6btjmjNM`6BE{&8Z8Uix&z80D;3`eL>0m zt6m%JM@&QZca}9gnBA!l!kM4oRc0L%@bqfoBClLLZa#fHo;z-Bq zUhWGI?3(9f)|b2Pmz%;eK*cSXJY7LcS!^XIp@lJeeIW@uuEb}jesM##r}k@N z0!IY;=B@-Cso^?tSh=xtmE*LHaq^0kz=UHJFj4fSB~)%a068b1tlXI#%&w7PxD_&> z&oxTpRfQX5K+OJ&(0xrt_V*V!Yu8mn_hDbU++=&UaB=TiMwI2bR_~!{FOq3|t8bhS zy()~V{Xe~rYE-uynm~o-ZXJ*C{&eV|F5XOFA`_2(I%m@$fNInjDYz5!e5y(Bl0iR_ z^{$vuNXm5*_($796`L*{gOX3_o;rW^s${lUuAU;qmSV_TuRQ+%^{HZCEU;0wG4it> zN$2MMbC0b-uSjh?IjLU8#7zaX(#A<3?+QYKeR4RkrSBc#iquOGq#` zNh=l~?vMVxL2q^%H5uiFaLuaTYu*>KhWg%Qy0>wQmtaGXq#paScNe~Ojo=aKnw^~w-2i<}avD#HY%iH&-e8#Y zNeJZo9`&nsB)qqDC8L7`$VuC|dxCo}t$A*hZf|DQzC}sFd)GMaUw*r-PkABRr$T(V zPCob@$JFHhRSOkQk|o5C#s?%0)jjR&T(B0l@<|$Sn^$W4bNqk=)DdYKh0>L{m0*nh z=-|lw8Ty}~$Gv)#)uNWk95p72Q{6*u%&#j=IR5~aG5pQ=o{RYYRQp>EM^)g*KcFV)?Kvjf5MyDVU04LWKwG@b)MvIZ(ImK+Gj%i5EvGDD+w!6m@chq$SBy@>aZKf1Nlw1c)t z4A3tFC!qfTWxt`Nx4DMpz=CF3vCJ*<$UhGM08w4!&m6f~5i;F!a1Y_qurGWyZz*iW z@)Po$XJPz0egstWD;h>!%;003e(`rO8(0nwKdoNy!IMJQRUN_8?-$Ei4@G?CGwIxZ zHAY=4RJ9;QBHf_nQgVFEf3o9~^dO(DTGQ_l583ZwXyKIO_p9=M-(4~KipH|$gO2H) zRHqZtmC$g@lZJWRAKY&B3Pv@BB;W-w$y2H~@2s^|0A=&GB)KA6w>H1UyA(%;whp@k_l_cBemSwz?{&yA;VAdg&k`g>A+zBQZ3 zxgJb}fV=+d`vchf8ofAID~zai3CZu0KP;M~G&_NcRP#_N0|VwG1n@iL;C%&n^(ZEH zLTXrE;?wVIPeDKjtZfMw}znvvQ=x_g+hSxaw%g+7e6 z9ksmhNpLQtYuKig$>m7-{ZR%n!(-Wi2;_K9@q%XA5=rKEdS$I4ah z4hQLhTyKrEX*@@Anzo!$^hFB6HLHBGN68_S9;2Rqo$IceAXlYiJ-LG9Tp+^%w}ICr zaBJ1UW>qRpLZOtXMw;iRxmUrq+PBGJEH5dGp?2gixhJ5nQ?RpJSk7==x{=%3sc1II z=LwZSDyJtNwYIG2zF?s%^9Ey@}J(d zGc>b*t#87anxshl(VA{(%>X+zW}BKbKnid{1Y{lvu3ui$r-If=ZKCs0Mo%LsJ?pGU zN#(d6o#?x_6In|LUKx6N(v_MTx@XUqS_ZMM>c!2lb0ONYO!$rk_3P8v4r|eDHA{O7 z3tc`5WW4)4D+!f&R@yP1YCUowNPz|xMPP6`@zSHTwh@5199M^!V>O4wR1}sT3gBe7$%d5o;8d8i?@NaS~v`SSyZW^M-~BR#k|0D4vE z(br_MH_TWr2N}nHeLyGcT@b_TsWOyfw&EqQRN4TFCBPWR%rZayb*1)kExUv~{qR@# zuzUM)P^zxc!6rNnx$4|wKGkj&`Bpb1U;qFd1^2I04NXE<{=cq=C0RKlH2^{$G76K1 zKVJ38Hlo)WwbQpxIgo$AP5}KXA0BIW+8>B?RI*o+85T({AxFmSvZ{hQb|ii^%W4MX z>o-^So9&ue3$#o|LwC*zQ_gF%6N7b?)}Q7oHDga!dKJ9>V~wY$t!g927bQU_zH7~_ zd|5TSi1iy>f43OH{Er9lHP+bb*7x?}TUk8e(5n65eF*JdEm{@mJ97S}?ogV#Wd0!3 zO@@&(!-H`m`A{h8&UpO>PvKl0zML%+_vdu(K5YL02=_J9>hcRhw^uA0X9ZzF&IfR# z`JVO7I$zy6@@ENMyEoE$8l2jo(msVeEf8tK{ky&->eTkY^%Ga91bLq3GV+eGN;O zRL+P=Y|h)lI)s-xI@{e1w^oPBkxx>i?lV*t^u>vbSk&+(4_>dFp+=Ysaffq$cG}Z{>5k4l?Rkx}VEzu^&-b_gb4; z+{Ze9%Qsf`>sUAbFlm^_r&^b9@5(>+QTa%>)Ry25uaMN~sF;L4PdYa+`zUCM9IE{f!55qLKHn(zFy}DcoazXPE zM&W~={C2I-pssK|DkqI`T@lCEj?!e>4|HdOtTR2JxRbn(EQFue^rEeKDd|OT{ik2Q z;Dzidb|OFpN~9l3>6+FD`_M*z;58Tab)R3er|Vtw;racUuej#=>|W@>%KK6&KnEj= z)735P?DX4jMj&8WkeZf z0DIPT&xmx}b}DW|xc(TybNW{gZynC04RpX3Ml)b^J5O>mQHGnrXPb%-9I{{XYoj2g9Xr>toi zi4~>=*LLjZ0>PKjm;IkG>0eK@Y z5y@gcVh%Qsq0dimYPOIZY(F%z6NBAU9E{_jq87`tYYg<(hCUN{-m!=3O(AS&mpBQyZpwMWRsbLl{CYKUSc|AXbaD53L zwcAGrTBVv_KkNGZ%pF8}=C7^ko*%ONPOWtvvVY4oar4MP848_P@;}ctUrX4|`f zea(85uuz8jvl&a9Lv{$4rN5@{j%B>6eVsE@z4?<3OsBE;T?=K;=5EZzQv6L7O z^5k*rf!Doh%i$en)tl`0lHEs){^(_~{_k2-k0Y^*r{+x!qH5St88R^7pvkV6OIyjY zr0W+Ca~;1i4gUZm^ZaCT#Bcy^2jyJ7h2{Q>BW|;mOM<&3jg>@7Sf63 zkpBJ40uuo8G25+Sh?IFe$h6|luV;{(g|{P*l!~Kx`lMtC^x1ZHDo_AFJkw>mxoJYA zgboJMGx_`0wWywd^|HzAeJjh2MBR~2oVR9WyAtcZQjR$*EO^QMcs04bFCY=TaFdKK z+zx$(J?-M!v9qXfIAXca)}i|g`Ej8z%8J<{HY!N;0RI4ub<=aE_qrFz<27sOZSIY{ z(@7Br1W6fM)6j0?zq(s^WR`R39Ay5zt3v)gJ?@T1`czc*l^yS(e2#v}^+!f)jWR%k zlf0oA_UAvPTzCb-eDr!2thyf8xAW{x^&TA$+yMi4gl#o=81~Ko)^7O7b zR9CRoIc|(?RxA6E+7_F0ELIcr~A3b&{sEc9C}c6SoX4v65VTeP?|VN zmPve@=vb_AtBf*^bM-x|pT3(>*KSPF*iP)+2;zmC2h)!H*RMiR_I_mh@?{3pC6toR zQ2;q0;;CF;TEKVUJD%r(Td?>qS-O)qcG6n`(HwmL08DoLYZBv5i6xo{;mpyyBg*`R z0N~?2IqzG-JnqFRUT00=e~U|_#T|yL6t@;b3mlOjo(1&B@h{_%+tR&rPStenXHHA) zGU_XvMh7n!J5L1Uby6|`2Nm+wj6b@k+J=6JG9&-ZF8~pI5i+-o=EAoy)!`Zc7@`PlTE+fJ_~sh4U?$uKs|aMMsO?2 zt%Ivh?o0aqzu}FeH1;p~U`ZROD$uY=0Rtoq<36J#elCpX7H(PPHK2B;Faam zry+Tf;XLCf7%F;x7^v68uWaQnter?W-wE75BhT}#_lL|UDdkR7suR(;AO5_0pK8y% z)1#0`S~ZSFk+*#OZ~?(SxzExVya}L2%J+Ve;UQx_jcWW&2*6FkSAd-*wT52Cg}EI-dls>-~O&$yoHVQ1@Q6 zxm9t{9i##%feJd4)ccyAnkj45 zIECxQMDcfD%A}%zDx8CYFlfzLU>IPG)GrZUSCRVD3k}T~re>Ek2!d1l)~05OkMCNU znxsn~Mrjl?pOj{-Buc!WnEsRkBS_i#=sitXL{#WG^`*@jsVc*>MrpaFpbR}+sFB0yn38He}aE{I#xM7(a$MgY6)D7VD z`ElN}_7vj%)%X7ZRxQdf^(xy~hKWa*U4!}0Dd#J+xMgJ#Mxy~wCH`&(e@uNUaGSR-0>=D|lajuf9W%)MD@9J){{Uat^|6HN zHY6*~VpRwi%Lg1~dKDcHH6&4{<-rcv0i0!PCCC7TZv18_JLZ2*w(2~`=>k{`X05C`X04q zhM!Hk*g8nDms9wR)~%+d_c2Fdd|C)1$Y&oZZrgBsip|P4_lR+l*z5GjlI=d+>hs*n z2bm$eyPU{=V9}(cBOb^~s{73vfYVDoPJtr0`TcJ-_2rU}v5RJcl#GA48#c;Pey|0?G8@v#4 zji)u}hS|}b*f=LYyn*rpsGZZfj{1o2)23vTl4Eu$86I>3r1v@0a<00@SA-GJ${up z*%f7JW|k5TI7KA>XZ$K>Im$e-Wb4@Go?G!Ei%V;Zggr=5zn1Q`sR_Blt<8fYIPbTS z?}J*CKnU{@*bH#1!1~q|^~LOEe|*>+a-*ekPF$KXs%`8pqiX_1_NgOyWQQ#ru)ZWy z{>dNLk6Poeto0pH&a0}*W*rd|8)E~u2MeCKu8#KR;jNND1gxER90D`zS0 zn(4w=bmz*@Rm?=YBgt_lyCg%Id#BnH4I|{1zA(sXwjlP+7-`;Z(RUcAt1v>Y_*E)Wl*LRB81wjj*2{;2jrn_%8e1q2bSpIxe*;+Uj96>#jDL9QiUI_FVnaPhK(Gn@g{dH(4Y={hgP-757`EmGEd8JlXEV;*cH zpveQ~1F6Ohd6lp=6VY9NU)SnxrjGVNz$}uk^+A>(a!YZNI&dnb#lF~@*t%_Y1~9`Y zLa#yUI6PI`E6Z&{)h}!=BDuGhIB3{1x7X3R83(6I8Zrjd!Bg`9Pat>aw{u(*ruJsB zos4^(IS-xtz!GLt6oY_)ax;<01o~EY+O>^5Z*VT5BXWm4;GPEI-`fVdNn_Zhp&Qhe z%zX-H9X&Yh>T0FMqP@Ea)l4`lRgN|t-{YU>SUO8)ul;{tsnH6$T1H$xDYNNu9MUxp*(?LvAh72bIKE41*uhUWO&-sWX= zI}09+IqmJ5);TRnO3|ABzVj(fMO@NizSR*R=DIOqX^;5#Pu8BcR>}8ZjD8i>9v!LH zYwl(rTZ-s%rFo*d@f1K~%1`^`QCt52tN#G>^Y9wBnuoRSm`&9r`* z?V9d&lXX6pB|Bfs;~-$1@y%jEr%4)S2E*+>b7MItpvSI1D&)je_L{`#p(Pcm6}Fy; zsSrS^_f|9+ZaU-8{{TAGg4I`KZ}M-!F-Ow}jOVaE{lzH))&&Y20^3}#&iy$meX-ZA zTm~Chnnz`hJp9aXHi9w9KD}{XOz2AboldpZfRVQwfIxtiOmmaLIrJm&6(YofKPV{K zk^o%x^&_`$#<`7e$GS$98+l~jTrcoIaG;M@>_0yB=NiY4wcTU)QOqnYoBml^k{FM7 z`^WIbRXil+t*pGvWmO~9b#EBxx+^?aH$rQG4sGBY*dE#Jr#R|!_*Vt4c-zF>&ElbgN^{sE0DF0ILT)3$*!kMxJhIY_uJaEX;RiI{-->uv(B#Lp3zxu zVv%Ha&gSQF`u8uO{C<__ zVR34@(&seAS$>gsqSl# z(6p&MCw??}e72fY7Yj6JiN{0NpOo>B$Gvv{0BK8mQ#|akMx!kxj1@=Jn&xu6-!_&a zq#l;kechF{?YV~j80Ukjj$TK(&u%>{$aL$SFHF|8JAEEzp3Y|39FNd0a(4RiNY8Q2 zbeivr;ngIP!p(zOACg%==fAN30Au<6I_A%(S&*fpiV|TmMCza%gN$eV`d6QbuNh0( zMIMDb1gX;YwVk|;3ps?d0(s9$>h$#zCq(t#@3QBwvsggR~$Gec6;(MTY5ZF2mzQK_~x{(Q6>SHbRmba zs_%CNt-P+%Dn$yJBz8F3qmoasuF9^{U6IXus~&CfO69F@Y@QIWu|ImOGB&YnXVa%z z+W1j3Tv=Vb_*rBkK)BoTZeTDyIIbUA)=s^7dvv5Aop!^K(E#~D9^jn)YgfbGBa1=S zp}Dw}3uaFyc^k6-0DI^gpQdW%7wnR@w-xoV>H73H9!r~Si804G#ZmB$zNaO{+?Vdg z5EUa<#&?2uAEq!XqIqMJYB?Fk;6ctsShq#DiwHR6{wA@ZtfkqNeJo~bSWEyo&Nvya zO6GNnR_r_1RjEisO~}bL#Ofv9Mvgze*~SM?f6BOOB`MtN!_wz=C_^TVt@z%+YfrKe zqCJG-IUEciW7K4xzd_!;f(uyfEyNbFEHJM~qZ>l{@%~MDU-oT^MRBqSC5aVxGazEc zhDayBdfV{-0F9uxku?2EP?3+88<%gDM`d&ToA5rh>tV4GQub0>uBO$p`AV0zqpCWK z_}7Ux{L9EAt$3ckKe9FXp_T&inT+E&21H`V9QMh<`Vn67G~2EG$j0R(D#~)F=tX(n zxu8wsTf2*ESAsdT<=)fE_yLp9$e9}MhBb_aoev>qO-0eM+(>~Nc{f*`qk2!V{vJjas^iD zj`+=JSjBmC(M@3-!dROtDiXU-sA1pfQfT@!>pGx- z2lUR$c%#;+ttu))o9Hwrw#G)z_3m1Q^}`h(clo}jCI zO5TRBs?VbyG-U`>6$g#k2P53}&pzB#Zv#mC3hzl67Q*1EI0e5f4r|4?3>8owoik@6MCK;HNnr}@=pRzrpus<}4QQGhTw6uGA6moyA^Xw5e?xuswonlnw!8KS^C zl8n(sfGIwdGX(^bfCfpfX5&(yQn)c&zQ~m0gIUz88gaWSF>*RzYT&#?;jZpxWBf!6 z_5*?ZtE7fYn|Tpd;zt<9*$(AD;avW!X!7dDJCLF;^^S9ZL9SYuh}4adr7a|2X_|6R zvh1$sC*<5P6PyG1`qu5Wh;#Cy$axIdz+4QRda(8B#Yt^tDzX{3n83=SoDrU$#Ps8} zUR+B&u(w6~yHtq4Jx+U&f5VFMYf+T0+1#rwkmzC!mre5>-+LT$laM>~$j7cKz>EN_ z`yH}hJpp6a+nR#+RI$@gwcX56FFz|B93J3$_pTRQ_?;XKVA1S^k`jM^al#L9gRkO7 zbJDYp8glqi4x#9CO9iSu#l(@r8vL&;t+hbo``ixSh^|Le_>W^45or(``G`4@!ASAj z-Mji@*1Wp=Sk(3D%j!3h&bi9QP7yweI3Lcf*vT9$I%gQIodrp2t1y*b!+cGD;%$AE zwFw$X5bhT7C`i=cau9Vqbvdp^c|%N8t0_~+BLr8k>4h#J4YU;_qgOZL&ke_M3td^L z`$S`Q(fn)NeS3=A4UgrLr#RU&2UA^69xw(5-oA&eSV)Tw4m;%HqPIZm31g1m=hC#4 zAi|H71?lTvwb7zX(Xf#$`Sc99!+#xT7{(Ek8IUaR1nHccQ&GB7t%dD{rU#?S}n zjMo+6KL}pmDJo(Cy3JNCc#O zmg>XIbL=}0bHJ`2?We?Ah??ps-ckz2n|BD;`=dXp?rV=1iG?WI*Jju}1xnuj(OpQi z?MY^^w~07dV-c=;wmYAC=yb*e3$V4ymaDxl#`a1KAuUux*ImmsfB zwc}Ke?+q%_N;i(jQRI2Ht+xurNC(j4gIs2l7P0n_m#odV<&z{}w{igOUA3$HjJe>{ zaz_kuw2i?eG50mwQ(8XnQ;9oh8&xd{ZU9nAKA5kcwF}Fi?Q>}w0wkGAHqV=50C+y0 z_3OSh@f2ESk@j_U`%UVyM4A2%;%}e_A5tsJrjUu@lu3k0%5BGfG0&$?J*!GDTcyy4 zq3wEimo|@V@$#(#6(iGVu2)=5Q7$uRTqjH^86^E^_JrdRD$9~agV*b*jGNWoKomC?Cvv8wVDkY)o$25%EY2p>|Y%IwTr5-3i$_*Yzpaa z9}tBfQ(U&N`_R?Re?rEQ|LxNKK}rPU-)UJXcE{t*LUjp% zK>(E_xIBJ_s}EUFOPO6W(T)S#Cm6d)9-$~^2YDyloaVUS7ucJP66z=si>X304R`)0@RjbHV-~sP!yUcZ z-qz^<05m(f86JnP9SOy8XJKGEgOP#Sx>T>ejJFGHX1D}nZ*29b;*nBNFi0mHRP#m@ z9i;s$s_>VGqmg63x&XAFG-La#>-9g%v9E}Y2y?SJO3PBWhi?2uqTHK}GFf0r2xp0g z3UDZh&YQ}wEHZ9Mka+zr@mLH?s7BN6`OpqL2bEIDh1;e$llEy#Ah8V z$@b2?uPE3fQJ&*%b!&eDU0U2naTi3E7TwPsaru$#Da`^unZheD!(eg8Bacj8`}=M)^^EX;1Nc&&4YhdczY}=W zJql=x101msUzYc)>!SnPv;PFgfIp<%-d;)^zPn2iWeRpCbY= zaLwH0aDV#Lvtk(#Avuw-TV`V_Pb}EzdB?S4s6J$E8kRXNPfJj*au;mTj!F%|@!O84 z-n4WX0C*=u%CKyYO47Qrnn?+^EQNs#t_!S?L~sQRCJ-iB3;L_1Za=mvV%FXtlK$#Czo7*5$_ z>ZpAQ6{n_L!KmBD@QvxT>}FgO{uSZVsW&cZZp*uRJ&Hai)b8}SnHB_imA`s9+<4<1 zy5hO3PZ-|aF7GM`!}4+oW6AgF`qxq7Eh1apDs{F6t^(y1nEd$u9)C*ndnlD<^2}yF z;Yh(0tJLL>xpXHhDWInwFPuJ%o{w3y|n? zt~Ycf9(sC^)XnNO1C2aQ zDJtec8OY&tlau*ZE#j>P?&`07OObn7v2Y#f~7I%o6 zbhCWUJm`}$|~@m1WdC$a8f z*_P@OQ32t?nz0|o`W3zl`@@QW~xT&=X|O{aOYc`+S)yx{MN<8c}`bw z@9$gVS+>*k=9^Iw#i5--B)KY2soz=wmM&1Y`BmpF>7lFp+_dRO^QPXT%RyX>j z7cvDqO1o@R>GFb4;g804~ z2sa3sUo)N*vHl-#YRtU5Hg{54+S~2I0~?>2T2eEH$3vVBGfax|drMSkE$yyvrneLQ zpde*3Ve-32{c|gjdYtjdrwUVx=DCBLwuDgFtk#}fH$WK47zh;*jPMT`An}v$Rxb3o z-UPFje=y41L`8mA@56J0-;OvUrPJ=->PVxwiaSZwfOynxVS~6a1A&3i567C5P`|jc zStGEuiuUCR+ZjUap>v!L;GA^iV~+KsQ|7WJ=I4j?JDn3xhTigakU$5JB+f*AkiSEY zgWKs{g^!7Cn0YeXB0F-PV+`}#-|8#OZ*Hz9j^aq5wS!Q$RNFBCEYdUWWeeLoPe0U? zPqn;?_F3YV+?e5srH)<{79B!^p4mNm1J=3cN=@@zwKvr5_5E^7c|>O4C`aG(2h2YT z;qN>`nntK6nTv?n;0{^WrvQCw#h2MvPkFB4@{(B$N<^(Fl1`u$3xUTu;}w;C9hJng zMJ4TmZG4EzJAHChNFBOSPK#+%c-MPb(uGl z!Bt^}JoOpR=Uo)$L16{NO6PfP%h2IY4iBfjE~9%Nl@!WaAnKw({1cA<08H{K)wS$0 zC}|&|C#Oz7O6sX!nR7Mo9u7Ya=~TL2>(v|`{B9Yul3OfE@0!G(Rf$`7C$O(dzdB)q zJB9~C>0Fh^g>Q8U0Yw(@lbzCi;ysuAYVi1&{k;xVq00%C;&Hdux=#+n=4{E&HMe2l z+XzC3jL#>1+~@jM$?IVGpLlXE|AK=$LUa#Ly%TjzUm>DAFW)fD_yNebsdY=-Y2_|26&)!0A@7YybhQ-K9#+uc!NQa zu`RULjkq0>6C^wfke%p-oR?l%M2&%nt^*p^2>rb!X~Ao4KXp zix}X&y7Ju}4299rg94|K$geoLAukx7cs1yj`z}adl#|E|pyrbA!}ga-T5CiH`@uzY zEXp^$qhn5eEP2c~C?z0_4AzyfC9*v$PV>QM&GRfJ01mOpP7l!btsO4TJ2?b*@tEW! z5D!E2J?d*>>B={Trf*UDP?|N`fw0UN=b#<)_}1Iny~d<0BFSyQeEetS-JhVTqMFGO z#Ba|Tc#!vJ_7{VR%%N|hq~k4BYv)Qg1o zC)E5o4ZWP2g}kz45Lsk9i)8-*d#~qF>5nW_%2&XaiszT2D2O9jUuzs`Q0>!OTmRi|lwCSPBtMM^a{=!pD5;#(_qOBE`!%Y!Qp ziU&V2{_&}_y|>4K$R*DJ5&qADpebM9*qXI6c%eW(a9CaLwcd7PLeRMdv`j6DDX1LXksed`#aFI#3A~ZSLh=)I!?n$OxX>8LZ zg6rkZ?s2&E=dN>%)Q4ERKV@{%p!*43^M;S^AD1PZb|HsBo(?M1tft4$`#>zOjl&>k z7!8kY!;0PW>2^imQy$jNajK>En{?vl-M0C`cCh1=bsu;U>C_&z-dK2Vvh|f?1kPBcD)22mb?6vo` zG>t}{nhx;)0Euio=dqllF+OBPzV73}8R?$lrqtz@XJX}!I%c`$veK?5cb@jzLc@a? zk~R(at_b?(x;qUf>S#h*Y8IEvjw3IL7x1d7hDu!UJ=_ju3Tu|C`H^W}9g9%4H@6bL z703%83^Ct5zY4p2f$jdxUS@?(LP;|?{YkAYF|I6h$!+hUTVkImz~T8Pc71ul&!uy> zTAjI>qFKGU78__SBUl{_D1haCKdyT5>sfCka=D%V0M#Z~34I zhS(eBBcTJR`qwLR8z7NhktM~O#yr;<+)o1>{{WmuuY+ZIyvx}YQ2zkSILZA@bXI;Ev$p}_wO1qfivIvp zU9!w+L0N0)Xr*DE9k5%eAdQ(t!~jqFL_kD#s| z;Zoa=kx3cCsOeeq>VqL7{p6os1!pY6b5?{G&royfj;iCuH%a@*A%+zskc>c=HsgR^fl2|ZN||XTYU92jN@paZyaKPoFd*h=lO zL+v|B^8(M>P3JpkhYjj0G#-rsGm+7pvjv;I^1BhC~k; z&h4l8fcDR0*p5whcm5x=zS_lb>T;}lkH@d`tQ(yY?mbOqBg{n`V@4QM9l*z2{&jUQ z^=WFgK%KTWZSL0kQs@|_K3pLgt`EifblOg&@-hauxF$r$Kzo7cL9XXady7dKU6|Xm zWr66V@sa)&e^b*fHH#;-xx!@@Nn+uR+I;xbjXyDt-M8 zP_++ja##j2H{wNK@ot3v8Nc%4)Gh8jz0R7`?Y-8WM}CQFi-p(#G zqP+{2`lW~13i4F1$@jfNX{cSRc_JV9M6Dwpca`T#F_CcF^Z1Zz(_5v5t4lDl zw1r15+kgY=Fa$%iP2Mc>YVu9BE&gV0&Hn&~q#)0$XtK9$;pIP(lloM#+32@X2a0Vel=Lg7 zsr?zN0@}%KC1mo#%B)nJatPwKEv>hlw>)>Q>X?|v;rz~(l{;O`qo`@x3(e&%+-)-h z5sJ>nAjj~}T52YdHM7~Ix019-Bg~K|?vJ?L_qg=$T?x~Yc(xtDb|~dYIL1L0nQ^0D z!5lDJ&SZ=byCfOk$1KhL@8_P?FvY^By0m8{Y!vD2?uwEonKX-YHQTU>@DwWXk5D@D zdCn?@y{?4!pJh#A^|DzOC$IrGWRjz6ao>z|HDmiLR%=^>Ev?GQ3x$bHs)3gnEE}Gk zJq~a|tck;D^B2C;&z7X3N|Edc2t4uYoDvA;x}j}jeNInhD_+M%F|}<)ZP!w^j^4FFnbq|h zEniQxxWoSD;Q%H^L(rbN=OKIYHlI(|! zxI1mH_0-Rlw6SOlsR+)sdgWyVM0D_DXI$iEo1Ah_r&_xlI%E-*g7QU<=Wy6UvBokn zpRa7zBoR-mPHrr;=U5~x<=QpN73leFgA*aLjgLQyCSUi+6|mr=buPL>6X*S@>Zm^)I2p1&9<|mMbAjf#m~@5{VKK1 zxs8cakEeRdlS*Am?l=@GODk;i2>ZG2ew}{`(v~JO_^|;IGMU@SW-l$)K@FA6 zOt}sNV2^C%8l>J2wF+g89tnu)Zu=0s_N{GVAdYZ(&o#qp_C`(2hYmXtm2YAzdJR@-&rda> z>%~4!WUu7Qw|BO_Bft9|pD1}*cQz1#8uvVogP=<=ddK;F5*WRuKxgM%DG{%N~)_B8nH*5+Y6}myFawU z7my_diO;@2Tvuex=D{rZQM6=%>r!0lvCG3JUbL>y_G`HQP=tmtu5q04kDw;Gu?aZc z>0`#sFwlZkDect7vz?m!7jxy{k~4vtZmW7q?cKF~0P9sQF22eJ)jR{h?^!q3%*($i z2qW(~%@pamHQ4iG7baGf9(%twP{JX=0N|R_8i`oeFg&Yq!lLk7>HSS}QtGSbZI5%e z_n(3I3hVq6;c?=7rjp}PhBc1?qE-fGAMCGT@6CGDu)fi*V^3#oWOV)r((W&=#-L-{ zZ*80aIA_K%J-|87(z`p2MlCv4GHzJ5=W&djR-Kilu9;;Ot-35QL@=PA&+2>DHll8C zZV}G!By${O{J0~j^(MNpF;wE3+?~!lSGfNGgp2J@6l`L(A1G$PX*!L-br|i(ZcSUZ zT{=xd+V+E!>tx_<-PnIx< zKH_~nPr0k=p;Rh>6m$cCDQnWBg@rA(Vz{)JB;aytRE3|D@{iW1R8$`*{A-{RAxnPm z$FQlu3NQu-wJj8i3Mit05{f9G3X^}XZ^D^RoBeZBDUvNMB^1C~W5ln|L+UB?Pz6Vg zlc?j=Q)=}@_TciLDfI15;;~M6Be{>um2x_c#2-*=2LAvHe+BqPmZ(tg3ETthf%9^tkb6c!2z<%$0QJk@)PD_g6}YkMhLMz@WQ z;VC9J&Q(KlG1nvCwR&XMu+N?A$r#As{{Z#>02;!$@Y2KQO<;VfTpThe%AZg=f1Z`+ zRKZRf)6{A9C}`d!f@@O|Ruc|3Y%P*FIK^pS>94D3(m@vzvW8Y8190RF`}F*4BFjp+ zwSdM{t_Z^^A+!E@uCm7BNg)y3u=A7-NyhMcAFpaKzWljo&~IH&7rD5S&gIfTVwnk2 zSYrfsZ}F`A<`;k#LYD)AM;ZFps`$IX_PWe+UnJ>gbgP$=Lx|rW-t<28;0syB4oi6RKDN;2>dV_ht_CQBC~u^<^zIL&aDm*PUc zT-g5rVopCQ-G@+M1bYhc*F0B|UYwM!g*ZtYdSf*1V=c}J%~tUotlD3f6j8LxD(w9E z{VMK`%(s4Qct=r{Z$bwjty=pc+$y^wouuI7lbnBrVMZ&S=GaO;+Nw`va~2l&vg3Lx zdyJZz^F(_f`k8qhP;Qtx&ea`C`wvR%qOt&dsg)gls_3;?eRDiy;=xSaRLKr4}ZR+m$eFtMz1 zGLod0AQA^Br{P^bnGi))917&GP89V{{-wrJsd+f^`fmRKulQo_mEox-v`DV+uWnIB zGSY41=qpkW4?|-n*evazjPG^l^dHu>bmj7+S3`_eL_R5t`(k+R3dI~{N|JgEbDw^k zR|GK_iOOEh?dW;6dF1Evt;=gcfsxHg zK8`1qCs`e2LRc>Iv6~pnFLVBRtkyagw8^WN%0CRR_!&q0Ix;RHd7v#AP4Yy6ng~TkfEP`0zSx$NkWR0NmIP21;ztgpm9P(SFmu!TED4;pWJ+seI z&$U(5w5>uWW{%ofHmH?csevktiDHPaa+({DqA*vk7CG@E@eK-1gmQcJ@} zBV1Uzk&%)zr0qQpN1&(-_J7&&-7cqSZP83^57`4OkF@P$AsdEpr19I|jQbsK(@MGf zEVhpXtGQW5aM{LN8Nmk`Iq8l%)_$XJX8t1xQHhf7CM)N-+*v{CoPu{}+c@I3<##i2 z)ZV;ql33;uSBBe)6f=K{> z4{EEa_=3**QEDxo>B!iz;exl!4sqCUPfYgWr_(fh`KF7_wvssHVjY)iFjeTpV=j2e z2Y@hf=%wz*-q3NSDJ=~F9-8tmnJl*p0BFX@kdg14^#FZptgvWTulB~gzVga>Ei2l_ zRXONR@4Zu6>6+VvEYVA9e9fEW0hlN!l^N!?;n6ls*Aq)4$iN0&|$TZ8t=CgGFJK8bhA~O)_@0b%rq+}EKj57eh2EKQD7UfIG|Pu0h@*KMKS8|I zw;BXjvIL&W)C2r#yn*s;P}Zx)e$y3~;~TSUzZDlS-VURV!7(EV$mzwvFq_KmQ! zDKbkS1c8CK)7bXKXNjv>%G5TuUzy1|QK2@b?#g%m7dFdHn^Oo8+VfmCc} zpG`5X?ZCN(V+cTxV;_G^*K2l7&A*uB;HW(PD~r^k1Tyybt~wRnTgIlpnd#y0HNBtp z{d6FGcSpAK@jPnJ!N4Se=m6>ORBbeqtZmezl0~;9m`Z%5@!#p&-mz{i-rC^Efn;96 z$pjx}9OLU=t8ZkVV~RB3Dg_Jafr|CvN-N%jZL?2rC?`$DBye~3myqXTtKfIz`BkqB zOz~S?t;A7@T2b}ejz3)2RV9eWDe`pAI@K?+EFNR3E=USV>IQSgDXYhoqmLDZrBa)4 zR%KmKwYnnYWyVPqS=^ZH12b-vlh>S7n!_`+GRuc;qb<*-G57#0o|{lAOj`>Md*ZmM z#oEz41e?%qr*!f(n@M*(0oYX=99l7UjJ*ES8DSF$<% zSHyPKHY~Dk^FaHX2>ffChT0o#OU%?6z$KgeF>1zroP!0tZ(6A2Mp%79Uo=5-%l;a$bYm?PHNRTmzF^rywzkL4yfUiPz zBL#NLg*i>yDA3jJZLLI7xZgBx2#rQd4(fdY_pWa9SC%U?2$`ac4?>D$g^C7aaOn^zi}_Yvw*%bHiH>|ovLF=`VQWF>Qx*i)kL#8~-b zTzx;4buijSqdX|ZN=zxvdi&QLs#KP(o`hje8but`J{FBzg;gZuBaGIiuZH4^P)x-b z44fLfE&O2Q3}c_AQj=8<#4B!Z_D?$9%A&K1`;8@n8)-1CNC)p0$v=%s z*TGoq0Z)Ck$tJz_sdhsgtl2B`F5D5+8eK|j`!$Kz%iAF;bCN;EN3}z%%Pv)+q%iU2 zTAd`fz$-hjPzFh3fIV|ucBgnXZA3_!@?slfC% zO(VDkT&51j9CbN4`V&xSF$nHLM{Hq>Y5T(`KIXa`LWUMsQgS|1=xSfG6;Ct_CU`j& z#;VKNxLW@Jr>WsioK;R{>~nq~vI(fiE&z8=o9Z~v9bp4?QUMk)3+B0#H>Kpn~AoG|&p$OrYOjmI8d(0xeGKgOf8 zh1Lj=oz4^nVgCRv5BHCzeXAZ+lXuk|5|b)wQ8TEBxB5Gw3={%OXOHPs>>!uR5z0_H zgC1m2wbb!{Pso_f za`K$n@V<|A9Iz}?TVpH|1ArN^$j?$S#a@rYIz_b5!mzc$LLCLk+^XCzco_G`tysCd zvWzPk2KE>WAIyEem3rFp##Jt|D`eoSe5W5u&RB}PySoCT8}o9NH5++m%u088gn5pL z2nszt$r$|V{+^6skQU4~@+DD;PN>nAvL#;q3zIf!dGOj>EqZmAOKAEi@62@&F$=R8IdCMRi0&|{y z^U}8smJwxP@*amZUr=P&0x1d?9QQrVM5@WbLe|^o=6IB;$J%ozdz{9pce`-eisxZlI(*mnR?j<#@EC*%kXs#dO-~RA?ot+xVIwxc6*pwoimx-X*2Xi# zN0!&z)Vc7yZzJuOdmeI4WlP~$*|%&$eMrfzh_!WB3RnjBY-jK_b}RVGkXE!(huP51 zG-XX$MSaI1H-+HG%^G9r#XnEeP^2?b> z>&6{^qqz63tu4ZzpOfj@y(rEyS4WjNN-okwDH}+5>FRn_goRU{t?Ft@L&Z?6EhlXD z^{mUiS~!&XMNbC~-9G`)YxZ~dCKqdln>fs;ACMeZC0t!PZq1DCI*g7*6_ck4 z9kUdeU*b6Z54~$v^ya4?WC2AKRe(}b(oh9Szt=S~pEvsErc)#-X(?%dv{F=8B36X? zO@carIV0MW*a@;TjEwqbmbpv2n|oDxE*P+0yG}7nrFfD#%Xw`hM!apDf%!M|HOU-p zCoWdP$5cRJf-))xwfm}85kXkKILWTmQwU&r>y{JB-StgyOKi$s* z=sH(8o*jl+H?(% zuUmLwI&i8wjP$L~v_lqfGoN~`E~b%&B!vX>Nycj)X#J*Y;^eHO_!3&^klR7H&duB= z?04_$S0k1v5r!0xe$~%jYin-^k%R1F7bv+IJu-V!EpH~j1jdYrI+o(Il}JT%MOg(r zGL6>9NZ0MOuR+h!v$ZW{EMYD8q;K_Uo>>0?g>&NTPkHr+~Cm)|R z%s|<}_3mlY=DeHJUA)fR0&1IS=xW+VFg?ak6@20~8<+#=Dz%6TaCyMT>r=>*G_W_w zVpk-^jBn$iJw`h5OO;AXnb{dulesi#3-jOk)*R5z*9kc+^P$9mD8WK{4}5g`R@2Is z-cOk*21gO5?l&<6fIlNrNePz{Mn*^Qo`$!er&67xt5^B2BNb6bP4_Wxbo*PoG#7Bi zJaMsP%KYeh=kfml3ZXZIG@0jHhL-b{VsPUdiO4zX2+sn#7igpZ09?UXk`D8XdY{&_ zCe$nvK%Qf5<#z-nb51p?#o8^Q`z2FWu0yBkmUi)6NoNF68TpafPWdy~eqE1xjbWSZ zk8%qm<7K{3a6M1C=Z{L*N4As|iIwm$Ha2n()6%TR11U1f*yHX~gQ-_t{dyFpsjF?| zH_Q1DwhL_qvC}xDU9XY2ZU-1Ns|HV(D&0M4+HRIE=QEN(Oobrh@vluyMmJ|gN@=Z5)inkQv>rb?bI%m<;DugK zBfW8V7gzSz0w|xUfL-DRk~r*0ojkP3~au(Y@0*E;MK^?bwOh zKBTB@kHB`Ui;oK+0D=mhI`uTm9d&L4?Gj=$wYMe!KAH8cNOe?^K-?GuoCeMfYNbzW zS(rx+$oZm^`4|o1XxBK62jPmVCx)R$1V{4@c;MG+E~1zWjAOof&|!(!3d1-&de!sF z{_Ki;uSvwq&@TS~vs+|yG)#T*pRZ$GWIBX%P7>u?Y_bPuPrHB*7#xh85_#!d+}d<* zcu~bi5?xt1XkQzML=Y1_M*12fcd}F$^PSiD)UWJ z6m4fLxy)<)tI;I8gUN7aj5fpamH_7mj8~p&b1U6j%DowJUT!_7O6c`6-76KZC0#ZH zD=+SV$slBk%o^)Ukqx|r4w(Q}?d$^UPk7HlrE3#Ph887e0J0sdeGk2Om1;Pn-Gn0I z-HiLs5?$NK5ZK6!e(8|#ewgc0*-3Y)OboJ^(C`&cPsX%-M`dpgj;^vtA!4im<6~~d zIrhy^(k6t)7(W;Xk&J^;Ik!&fexU~&>HTyw7Q#!7Qds7W?8LGaR-F8&9-g(=T4~W) zS}U@Eryv}4KGlVN;ww+J9J=BmjHn!u>T4@h@paAq*kgY#IMZk&_(!!rXHv4&5y>{v zxxH%zth&Urp$d-UdyilNKc!ajHlr2Rps50dja-}^(V?pzCBfHQZAsoJ7$T6IA-nr|w->uB6jj9x%%AKd` z@J9iUaq|xWNFuY%%@)wIVDKB)59M{ondCk-5mdVJ%R{72(heNw$ia;5mA z3eu8It$j6raiEv6TEb+WREjax}#w06O&oHzrfvL zl(ESJ`S zKYNr#9=@i$*ICrBwR@qc-^|jp4VWA%kM5}c5&r<|tuT32N|IBnq<=HV#Z-+a%hc$6 zG2)xeCDmiQEEw*1XZw>6T>k(Iao73Rs%icv)9+LRDYuaIisR)!f#_@J)Rln+up1mV zW*+^Gbh<^$M{gnh=-@g2IM=t#J7?D-y^KZ+)P*j&o~E<#MdLi zRlmf(;=Z!BvEORGF0rwV{FgU#DB&Xep#K20-2ks9*Zfz1s9zgELfC*L7?LyAC+bv=-1PMrs}s0k$>P3z&^66VK$-7srU;V|trLvLE;|wI zJB~$qWrvRKuWeE8p?g^f%P7o>KM*oM5nd)QDXT_J)7C$VJv=1iRoQND-JIl~P6c7l zaPUg9#^qfORfl8RnQ`K6G4YG&cQ;J73H<94{{UExU6cY?b>kH{d@V<(D?O-66xY7d z-`RM!*xHBG3fsOynGf72`c>)fmf|q+y1F+;Ly&(FUOxrczrBQB%_LUAx$={FKzfk5 z88z(wAMnqIwCyb4!+#~stf`YcvWVj!fWQs)=DL5d`PVf!XXmlw*Q-X9?-cdez__<9 zlZwl^gvJg>6|1RhT6A$qais{% zsO3rwZL5|Ra(?dL<`SW4Hu|26sOeE%+WEl&jGP9?8T3B&$=cY<9mL4~(PiRGyQ0BtB|Cbuk+<{Wmspk{KK66@dREqrWo;&f45nDqYAz!q zJIU%r3ZsoQ+BBPwH~a#L@duPZo*5Klk{3V9wXKN1fK9Uzk+^myvGp5xWVl!&7&4p> zQahUHkvxkagZs5~>NzWf;F3*s7sK(Y>K7$fAG-sA?_QtYyu(DeSd8*FLcwd%p7!4i zQfSa_~;Uoce*r zGw+|mt7zM9ETo=oI9t!>GRR$vG=~85p2Ix{6{0QU631{9DOMRhIIbx2s+_ab5?8Z3 zn|LC(fntR~j1D=@eaY@>TCZfRwsD5*f=4~G#aOSSib+`rD5T9HYM>U1&AitvY-IAK zm>GZPn({~2(wiQ;Y|FXTk$=6M;-{Hj!{ud}zt=bU?M$k7TE&!eVP{zxlrpSj9D+DL z)k(ZbXB*;R(SzUbew9v1Zc0t;Y|_*a+{JMamKhdE+oLJSsX?X#sG~Gyn2vkI)>c1e zdx@?*gZG^WB0==W2i~}gxrP0-7IsmHpi*R-U~$v2C#PQcuE)esnQlaHf*pYaJ%Fr} z1Y;5TYmS{i&lTZgc_UHTSf^_%i)*Nx2-oaxC$_eX`O*XYLzA@o4!?zUI!?W7soSiH zCsCZR+xdgj`B$9z_a^4@#@kMw*2(2{eRyah{o$x2cby^=|+!!e#ohC;1wApo)`ZBtx;?D zkQKL8l^mVG>|k-g>x%UiSk$M@5~1-UhO)Lth+#lrI@MdvVJxOFG;ikPAS&lSjb5;P zNXye{BB<+@%9F)%#|l1H`XBzicn(b?>iJZqsa^G(lBMIbmBuB=B9cf$v=Asv(11BY;^Kb~=;KIQk04omV^PC(50kgYRIt z{>OR5w^B=x0>XY`Pq(EzMbXx213Ydd&M^G8eLM4715&rs?F_E#jkv=ALC>{ir;8)g z$(r52eS&un;rdiT)SBh9+*LWQ+Gg&r4YYcEwz8_^jfFk?Qt9$q>H1a6N(S~&spyN< zoATngE3Izg?ol(yLCGqE`I>+Bz3kTJDSWmBVB}+p+Biy){=BSd8XVEHHSMP}-%Bg- zWODxif$92JO{=sg!|8#C5wT)>p4G!z-k6;XtAL;`M>)rO*uK=`y0Bz{vY=s&DN>g| zELQ&j@IT1bts5mb&@|*@60;6iX13tAJRDXIiuadp9vfsaCJ?Y220;FPwb6aL=HBAo z+D$G&EbLYx=P%AwWq`=)2RN*&Ve2`2ivIv{l;ql0{L!Oo3`VWZu2|W!MR9Q$mAF`e z%OAq5Xw9JN$s`e6$oC{+p^*7fE_gk(EzpG}H7nbv<%jLVqMLmjX6bJCo{v!lbld-D`)o)+F7D{&G6E zbM>w3ZF15WmFArxM&KC^Gx_zXtAd?1%NXc-(48kuMh?eoY5+~ue8L8C8kYW*&FlU?znRURo<7MFjD4eaWNi9>bJLD~mCa8suUb}$vhz4GNmE?Y zEqp`qJa<~Hu9syYcs*wI*yxz4xsyvJ!?W=63!r065psl^2l5c zN3QMNKMLk}DvL!c`mgw6RwCP@(QYrTH2Cv0ky|fq#3?_ATH?G(!c{M3+WZu@ZN03--`Q(rRlY)2vbtDhQxhu&}m~zJiZpnPJXWq4?fV{6! z-}3vv%wE~cW3%u#iq}u^G_l^!;?n#DFDc<4s=FV2kWaX;TW3@!95CbFzGY(0e6qWD z3@U-peLYQg9v$(89k&zzta_;KD%WyKaq1Bp?P5$&INf?u(eaO zi~Emyj5!tL>}hG*)Y@gy3OvYM;p5L=ap-HQhr|{aQWzt+jcx!Lh0fOeyVsLk>n)Sy zj1$q1Z^E{`9i?en-S?BJ>Q@k4$o~MlP=gYm_s>T5#drSzWGed0Msnk4LQkD*ZpUwT znTZ%bjbzVidE&aQQauAfw2BLhsbQ21Mw`sC$@NqG&MTU0`-yJkwu?)Z-BD!0l|cx^ z?Pdcw&N^nf>Sef!60%A9GH|tA>G&P9UenyZ;i$;VaHT%@ zV8iMTYo(Uv*HX~pDUUT+wnygy45Wgmrb*BBsygn7u(P+8!bLp?3@ej^Sh<2zGRS<) ze8_q=bSK5>sK*()Y)GmAVmTmm%|x)(DYrGN{=cMhP7;j$*P#6}*5K)qNbh+Ji6Kq1 zoDuXD6ZnGm$b^z1DCkHyC)12pyc(n$g_4zZ8%EL;0nfj`y<}Upyqeqr@KiQN?m5B7 z@~Nj%PEvAPYCWN8Jxw@uyQW2VvYIiE<0C(nO$Ue}mQf4F;#TOTdex0aJ6KetPLqxM-Hh6*>?~;_{nJh01?!F zwZo>gx0;-=ZUif~)1C+nMt_xX;-epA`AD-HYpr&js;NH;07Ss!XpM_>IHbuYo7EzK2sCy_gat!;%8>tf!G1< zj-Sr6bvt*nmMe6eBD#=cCjpPMcCM<*_f7k1*$J4+BJ)csg1ddW=cuk%#rE<{;^=Sz zDx=ey#|=@ssx#4aE>1R+g4E`9J2kR!QL;}XCm>a50bz{iJd$Z;^Cw~)-~RS4uenD=XcXA798FQ6)s@g zoW@u0?*0-w`{t2917(k@g|pNt9c_-xw+Egl&JzX3RSY33NgVLB;Riq#E^Q7)!SIM{{RL@q3cmJjB*`Hw?YW$YW0!{O0Qwp z-lA>24$2TwW`t12>6{Y8e4KtYopYtfEOQi$hHhOKfOz}Ewt4((v$C*>Enen!A~nGw z1`GOQG|^!c`=W%BO0$sQ02E~N@6x6baCc8rO74|-xKxeTbIPJwEoS*TWT4Mc>;C}i zHK7YUE#|__0~RObI0SkXuEKu@+UgtSOQ|j7cFEd-mA;_hkIs@W0!UcghT}s3dkBdHrf@h;E?X@uZQm9$Xap zR|A8A$*#u3!g@W8%D$m@HSo@SsI5dRoaFNEPyRbo-uN?2y18j|?M6#Q2O=AbKQ%%6 z#>f8vL9ATkdtDNvD_+jthnLFE?dQr`d2({jLm&I+wkn5}CGEC_OpIgQDvy*g$Usl?KjBvHB8oI51A)O9>T9KYC~amj+?U@2eBl7;*r}#!nsOv5 zG;g{$OoDkT4{u{!bBmL^cW2p9ohmUF16Mc+1Nx2+@5>;8nrdSi=zoAvE$8i%7v$dXj6Rx|U0eS*&#Pb>`aJ zwcO>3n6L_h%1Hr7T(RWv06D5!hL`qhmeMWZ`%JFu5iyl7B;km{jQ!l4VB>+D)beT2 zczaZ`vGEK|3?s`fLI*FL7FP;z#2up?jCHLNM-`PdWcAo-=`=0>`M%tmlr<$&4=RSL>GbHU(OSq;~RE&@$wt6CjyYi;pdoFHZj4)Ello_Qq5#PG!DpJUdv4w-Q4y%6m_ zrxm3bmf`%_L|$sH`HV_J?;wB%ezk8}N%V`AvbY;wG+o6{9H=6(mcH{n>Jj!)RO7qX zUH<^Bj(PO=j24ipfmxHL54WvtO&qLu6P01X%}|=&Mz=Cx9GqYuN+Z65npSsaB>6+v zX2@o0rb5^&&fVA<`u3=1w`mt~JvxepFE$b*M!;;Xb*8L%_?l8{o3YsGmanNS z%Ov7$gareloO<>AYV${VrmKs2-Es!(@(;cbdWXT#8(942`;w3w>+AZ~)#d({_cvC8 zXA(dIF_Az79-oc~;=X>hNqbpFD)BlZFuB8T{ZJ; zh=JI2#Z}NP%vOxvz-1_R$qx1o@qZ~wT=PRi?MI7rE=F$rz=4%PA1*X^`MNM zix%)$Zs+cMnr^A3i>qR#K#j*LJN;`9Lh*E0_Yv5{#JunGWjF^J``)})Q*m)3qM27} zh3i>LoMN@yy`9Sb8J)yZS;*zQuewS906wC($*i3o#KGoWI4aX}s7ETk{^uPlP@46q zb9*(-xTkJy0Gh|vbw9GiVTJKC51E&$4{v|vRy8~EWd;|SoP56C^~g%h%u5nU>P>lh zre*bY?5X@u@H;S=ZgAG}xS2w~`-2|{09A~J0qw*Ez<(R6HtIFN(cjBqT+4DY!AK{H|YrRV5CRSDu z8-PzhgBkvHwPz{1kWV0H-Od>Q08Z6Dnc)39M{DzEbv4wo#MaxT!1C9w&N`gqp7gqG zScyU4j=x&;GdlC91f$f$4+?UdYoWWOUYi;BM!Qk4BtUp?!?E|S&M8t@)=1bgFvvB+ zFC8maO22D4u=y~*-X5Oy%a-PjGWJ!TkFQ~3u&PU%JDpfGNg$3lkn}|@`3h(tfI-MS zf;-UaB#onQy2@1kHT36_anRd7qp3aPxh@VA`g+#H_P$@2m;6J??2Yc98pMZS%N|!1o8OGVa0~ zo5Yo21!4zrJy}S>T-OhE}wQ^Flt0o8EPvHeXii2Qk`>fRiU?MuUV9m4OoldjUOk_h0AmFaR)QGA*e1uLtSt(=Sb zK;cUg59?Ytw&LQ^m4-tC4;9Yn*Q<0EZo7ar)eJqcQhH{*Ij?$1`e?gGGB_&nyki=-CB%vj)eB%J#Fed_D2y|$}6+_*qS@H^lRK>q*=wwJcIxrzXXUC9QQaB;Cg_Xecs zk4`@MKA=~lS?9zy_p%!(Z*Ae6wW~`QUp02}0O#f$jPajtwa;j?T8OUy0JN^HVbPKx zT0grZIXD^5P!BjAc%;`gPY+vKc@}!=Tf-VGutfv~{&K~47F-@dZutZ7trEYymgj|8 zMNQLc&2_VXm-S;KRnhKrop$0YSmsoU87|JqQB%oK0_{+D9AgEBN}h4vscLsN_knI8 zX@H!0fo@zGN$N?*UflPmUigDc)HINn*Eel`ClaAxS(PMTnM3D26drgv!Rb)mXt(-! zves@aHpM#pr9crRpf|{SjDegUr@e1$?rNI1B;S(t{LBFxNbQ4wDamh{H=MEQp0%@m zr!}sdZKy!MxRm)afI;%*02~Yx!3QJhS+TfjRFF@$DL1Bu)G0@f)=c$2f`} zNcyqI=~_osp(i7wY3(%aAqR5xe#_tdis)@DpoSu=8CZvN$t3qayw>fOhXtBQumk15 z3%+?`q>P_)&0n;$w3b5x$m=YhGClxao&DiPfE@S#O$usMRrwa+A^)X zAlE^pJP|Ny+4iFOjIfdB5ISuKzHw1$dV62RadR>eXKJ7^$QzxwMakp7Pq6o?H2oI; z09d(}?$*FE*~AR&0+>Mxb|L5ZuyO`_9`&}2^Bp)r^Gjm=t)171HESjU=%xCZ?aYXh zU@VLoqzrPv1IzJ~z|JesZ*7lu-n{2c*0jAo z!s;}h>K#&9Q9ecGRdVG6=j8>#9CYBGYoPG%x1wGt7nsk69jFZ2<%y(X-4n zIT)_Gc5741#YIZ#8_2)e@OhT=g?AjeZU?qI*2&WzWfQZKO5mQE{6ERAI@Kh)k~rAp zXKi{#tgzZ?QX95xz_~j{cK|uBKOZ*0Zf`n}4*nGOcbpUSWJSH^mNo21^&dm}W> zDlAaOGR^{%pFlEtn)NU%cF!|1`zaoZY*T^fJ^;Y^SEuDgdHkOft{KUO!Uayj+_C)e zMRxMiJex@1F74I#h6}iV%S0GIr&`I2&(rk?r(>A9Zyi4x--k<*1_fm#`W}?8rZFU{ za7WD<=zf*q#}mq|-OZ_0aFSVaqT!;E2IyInKacq}d&bt*_WDdI6J|}I zx%6Y(`BaO0XQp2>T}>QbYLW|_0!Ig*%9*MZ*BMqbm`BZ!F_ZoRxOv*E%_Z|XR6lsT zBhNgLl9e2V<36=+2=a13C*0JxR#I8sJaS-?a-??^J(-JmNf&~6Z$nC%c? z*m#BSRZ*BB82hR-$3t0Ao7IFJw-Csc3~?PZPao;|U*AfLS7(uFRAt0hh@Pp-yP8U^f1(Ozk=h=e=$&nrU|c{yRh z`LWxc-jyz$q+H!yT|73bVR=kI#crg;H)J1_43M0Y?kjC>8sgeZOW8%VlP=XPna3dU z{J7+Gtd(6}!rl^Z77({);bWE6T(QAESR|JRfzKx#b*{M7=0}584J|kPKd;d24XwS5 z)@^14up>8-Iv_$DZ_JOh<2cSi;O4Ab&1Sl+xA&0R$8^}t{!*a>rZNCIJ#us3n#|L+ znS4j)UCV9uSfD`*Fh48Ec_nz^xcmXeYL>M+9ng!MvjDq6;12xzjw>0-sdA#Jd-Uxk zc`ZMtV0fkkwedCP#Kbc>k|G;}*?{^mG-=^kkdv_I8O=|33d3TsO6vjg%!v~K$m}{8 z&pSyx5lyr(;eJEAJdijQNuGuhZgJIH)aoUX;hkZQ6D+w15CXvv4Cfi|{b*^;+k*pP z)RI%n!3;YPdyhj+mfbg#1ZRZ%9>jNoG<>JL9kiNU(6 zeF#vRntSvaZT9PnmVrw_5GvDMU=ji7h&paK&Uz^IHGSNM5x}Kaxh;}@ta&uX-)CVI zEZbdF$tFkfHz)EKABAS>dgYFqrrK-3lgY@(u0}KM%|xW?I~YQQB~jOXedrDrC4W%bcR(DE0oE|Y!v`{VB_mnZG2H~ z1dzoPzC=m!qj@ixBxAKAShq1gfO>wE$ei6I(a9Nx zK&&Q=IZ&m>C+cQQal3DT2(#Izm&mVB>Lyq{3>lv#5X=0n-E(0;`vv|n{HJZP6!K*T!WL-J!wKs%axop{n#Z1X6(PG zvB_O&6I<$5?SE+uFi5QvEU>EMYLLW|GNd*SP)P4glf&ASvl!sgqFB*md`9gwEZhzm zjz9pDjP)4F;;qGRt6f`KD__TP40jB~!zf^-h8d(~AgS7Waq^t0G zp>Tl#DlwDTcH*_2PE}$lQ@YniO%d{;jt#gw&f zjjduZDOMkJ?op6FwPyCtNUsuRLZyE19Mr#MGe~7)g~myt&Akw*VB-lovUlxwdwO5y zV9y@YkO2A~4O9^Ca=i{R54f#+qZ>I`*9)EwI@2`mI!oKo5QRni=98$Q8@I6QK|O4D zUKO;qx$yLbmU6ccHyvfo;iQ$zI%7JK`-t zE#q(-0YR>oLXm0g!~n`Nr#P=T)*N2lZG5t4?hoQV{@&H!%9WEjXI?bpDv~*LN$)OY zxFn=R@aMigD{|7^QI%6nrkfg5CTk^Ch}j^m2uby#GMIBuel?utFq z2W*l!&N0Uv*P^Eya!I{ULY*#X>UwpCsRp8lVcRN>=L(}Hyqecs zng>bXl%%QAhxzGUi|dD2vbQlIjTv`JKibYPJ-^1ftL6})Mbwt-Z#F{0$;~c=H#13h zaPv9)$ARcQDx`~^{VLpqDvo`stffMpMSMJ}N~GN8?%C@>B&>|vnS8L!dMK%_WJR=C z5_N@3547EGz>hz|t=;j*A9w44S@-@`!+oAsZzQSn3bxaXc0H=sh0@FWV^6e$bBllV zVcT}aQT#oD_v(FX=(37BbH2J9_~~e(x*EFiwu<7>>=eZ+Mj=~y5u)?sQNUfmWR7rp z^#_Ao+szTXa|3*`{J>)cTeu^rIqhAij6AtCdxw-Pi4=;=4KGA%Ggr{4AZM+7 zbo6JfBX32!EQZ!Y^DiiUN2P2RR8q{rR1A_&09Pfw;dPcHheMESKg3=pdE^#w<|u-L zDE{*ioP7uDUsaW6Dy1Gtzj{B4Jgi0?^Yce$ZEC(EiJ^F*1Iz2ZhbP<)-&)SLxxBxP ze$-@jkP#eXj1OF7XYsB^TZwfEe$NzvatUH{z!lS2z(vV1IS3)i4B7V}5z~M=*43-2 zNnA>YEKV~207Cm7r*#^rBuH6XsbG2>{{Wu!k-elJySW=Xecb2iUWIX{TWb=%tiht3 zj74!8f~h76D%d=aU(*J-%}+?Uv6=042uAhf5z4yuWj)98uRjw?QGD-Mzrf<0UG*^U z1Tt|a{c^sw=8{<$c01${e|I42J-_;etzQr6w#5+1h~gP$IP5v&@u@Xf zM5@CB4Z-|sjh4G$ExeSS8e9-iXLfxt+wra(M>JZ}=^fHs)b!n)Z;0Yn)n#G8QM(^r zpVqSCLIwcq*A>)ixT1~{2KKcgIcLH_1Mm=ESD0ctO(7yAtzu5k)E{`wTJEkPMFB~Nf`X8lPqZ%3xT%) z=_*A-_QtB%V)>jPDp+$6waOzcy zZowcPard)~S4BFO(DCcFQcioX_#I2WAJBZ4&ZMbrEGQBZ@GqAnxz8+k$OT8#n%9Y* zD_h%Dw-E_sVLWoi7%O+eupk}>Kt*$Qz9!Uk4MOrur?=Er;!mD995CJi=O7ZSPdj_| zu8<>I+M%9LE@e!(WAiR~`Mq1VY1Nl1xy?bzOOmFk>L#fTg~x=h^y?^~NknS!!4L{V z~t!Ys8dJv+oDY zVt_Cp;BFZE*y??%BKw`VX5&%8FFzx5K|rfKh{JSik9EKNwZLrIa1^e z#x10Pz#I+O#(Gw2o9K<=sYl|HM@*vPERoYc!r9NQK4|Bb5jBAVf6}1)0F-NzZSsWGwbJHC^8W%M;%(ODEhNoUO z(*8wAWS)C*CM1p_`^-B0$?Say!dgOiLr; z+U-NXU`W7VN7MuO)H6I$!*6YDNV0@_^2CyNA5&L2x{fUxT2&Nnr=REZy~-NW2eg7l zlRL7Zv-g1LPJJtnyL4A@rPq`wgx7+&<{l)Mcb>$si-EVEqWLrr8DMut@Gik~(>4#N#LF z*!mvTlbcVvJm}k%)SPDH)W-`R7jq2YgMdl(`qw3A zq!}TaAF*1`aRW-BOZgJ)0Daw{ZeYQI&U2nITN6^Eks00on%uf&eEtu7@r}a?*_C?>@iRrX{C#w2=D;EB3O5m!3vBp>t zB%BkEZ}G)gis2a!KqUOELEtyFbINVIp4J*saCF#|)=(4^ORhvulT$rKJ*4h}DA>jdG-$uw*eIw@ki_TAYAY8}{{T71^E-GV zw~`~eFr`O0{&hy?TTt5~ZRB+$pf!Qv&lJUai*0bhE(ZfVZu)CpStAtVsSBeeb5Kua^Y8@-44 zcdPaZ88{@CAfLv%FwT75O!Tt&O3qK={Z40GvGewkoyz$iPW7uB*=c$-vOhAg3%K+} z?~hhJDf)%Kn~+a#!yk=uw$}G|kFw%fCTOywarEOjsHmOwdL!tPjYzBXGw#FR$kIDL z;z>nOfWF@KPDtd1_PUiMXY21><+q2*+Y6aOqW^D(OT23CnXDL zb*6=;>D zRYp;c*&{x+=sFIUX?c00iS-6q3dt<65J;SG6gCcVoSdG+y?QZHR`VjRD-X)$%H6g7 ze9U=n>=y1QMarX0c7}ZCKA?X(i0Jca_r+rdSlcYo$;cSz{s>E0Nh25R5pQbZC)KICBR(#>nNo~^f+A@b758drrdmS#0 zTDZkmSGB*bd!0?RnntOn+zFwL&9d*B(%}hZ7{>6c$x+>qa!I?@G-ino zCxUS_N~fqL*K&i~lbX)cZ)Cn`0lZjsG`m&v=fXX^GW@5}hVa0S!MVt-&1Eca{2^QaqG%^k^(E~N*{J2l+Fw$rZUi_L~9q!FoSDwzr^3skw4=F{zwh)avuqGQ~tVUhH& za?^at6(=#IVbyp9l05;hAn`?nc3vT{xL8^%Xmy1KGt~iZKb2|A?%dVEa|nc0^J}?3{Jy z=qlWf?18{l=caf+S|6#TXDi&qw9(Se;S$~$;)7}3lZ>3_@%(Fc#?4qxtvqk$MIx{s z>PPjcO8^KPfyYvEfBkhOi|rwg5sZ`U0LiG5ZEj8}%2b-!So41jY8Mw8HMyP3vXdEX zbH*{BTIla|%ga#TX^Lo^kZ|dYk6MS}W}1^en>?@?A(rY%5j}x8W9$ge;a<6_B%vLQ zDJYZocqD>DAIq(JGmlfup_)~tXiHRhqv^M|w*@Ti<++z1b~xGF(~t)P>qd>CL;bdv z`mBcBZ`cV?>l^mm0pw?{4R%5ePr`T8Po{`xl0wq`mB~ zb25M=JIaOHIrJTcV(Lbk=6ju!#MHz-SlLIvQnl`pX{KGYFRfe8A|IRVki4Z&;qrs{ z)!Q@Ssf=+=t!q}70fPye-4-RZJ6wbb%k*tNzCPy*zcN}dkh#P=e(d(A>i zUn<{Cx!tKrG{<@nOy4n4BfA_7kjz2n7&X^8sieD@DB1hY{I~hrPm=z+79i0jyuN8> za}bE-Lh!NoC;tGiOJ{$l+%$~011NUxk2wT-j>f6qU0yDmd7@pHj{gAtR8c&{F!{?c z^A8dYrAX&24hKq`z?u^49xZ93m2Rx8CUGlID<3_G*tt>2Ck4KPoZ_R{>2`V)@v4pA z*|p8PopxF5VzZWSHVB(^e`tdReS`KDld4{3*u@lk19DDB=~s2lKHpEZ)qc&YOK~(; zTbCe%9BiWsGIPP)Jvx0WjMH^_CsbRA+Ef99I}WT4I{hmtDM>bV(ZylnljUmq{{UMT zV}?n$d1_7vE!b7-2ma2L3bdYBKfFdCd(?s}TSR+VQKD4}3CSLV*0t}vIPt(IRSy#q z123(4wJS@SP-{dw_=_TjCgXqtekMe(E5s_pxOBmAm?!;u|B4; z-rnvDgtdlgVOd-T3V8QFm38`bI|u`e`*f(Lo%h`1l2qYjORN^Su!`0_%2}{TJ+Yko zS0L6Y1cz|iSJ%CE8jy`7c0xlZBiA)fMzy&{hU}M@JA|m=ff)Ty_+p+SQ|7-!eAZ(L zrx|^dCelkcB_w|>yJx@u0A8)#MQ;j)NSARL=eN129?B>PkTK(?Mk|oT!Wehic52becCyDNSLnM%0EIVKV zQz8Njbr>V3LQmmeJ;il#01vpb=bu{ke}#WPhwiUgn-W}=B}nM1J$UYT?_T8Mu-JD9 zomAqRIv4m$_JRwd9=OB#mE2y|sGJ>Zpk({3| zA+v$h4A(EJ;SGy!q$sEwR1Q-k|1z#j$8bi?PU9y^{#Bvw>3pgY`5r_;)3TqlqhS94wBO-fO6bcP<0m7g1$_lvTrk$94bjPE zJIY;7P1^TQj^;Z_*`m3RWyCH^2}%AhX78HHhUQpgEZ6k zarN!`*De~jv8@?>Nz6U^<7hzb19^sd&^F9eH_f6>N9Mh9Gz)B5(VGeyUi zz%j`rvVqdOdsHtIDQ4Qxsml%I0rVc-4SO}_)kcvGdx*MXOGxCoiX}-D2^1A8yI{^w zTx9WFZmZ)fjaJmfbM|$MJCzkVQ|bxkyR~E}HWplggbD|@BOa%=Yv=y}5KkqhxqW3B zIf~*$>(B-@=wPSJr3b2KpH?e&cJ@=lJZj)8uXXIPSGD4C$z6?*Lvz63XFT_-npLA) zPM0VdLa+o5<27#9&dvw(Cl0|#`9}o)CatWVbczeFlyboXXKy{nZ|hi7a&O!s0_-(zx z{{ZXPRdnUIQ|d7G<>f4RpHP8Jc9tW`3ZMdcU^}t*KAnYf4QAz;;#YkA;KQl*#dKCW zM7InM)^>j9l1*#e>5=JZM8!9Z> zs3cOwGRGRauz%hr@=yDtuj5?({p2wjq=pdE9F;iFJ-Dd+J$Ejp;vXVeUN}RjWIO@J zPDl9HsRbt+ofE}Tlhr$&UG}QFl+88u)XyR8(d{2VJ62p)_S*Hl$!~BQ?Bs4p$tUVh zx3^9!al9=at>C>yY;S(ob2Y(|2_!5UB@LC0PfU;xwk)x-8i>~Nusz< zv=S3=1z2}-OJJzU`Ey&UPFmknhFIvhdpc^#JAX>b$4jQjG~KU%6Fhk;W<|>nsPFY0 z`&Nd$x>R3eyNcQ?nJx#Iw>I-UZt2q@z}na&1TfqyoVe6=h~gTI&m?veHr9|3L1YRr zBPTln+%i7#HNU1^SqrHaWwxJ1ySi9rgg4I~^ir1z-A_1gp$DL%5aoA$P8z97T+!Wj z{DN=0vf0<7W;1<-+v;0BW-Cf3l~1THjx+UB1_AyYnbcez>bz z?wqiAzfiVyZ{51>C#hYd2j7af2A}eRFjldvh~=o#in=ZoBgm&IJ$32+U!Ba$?+y0yF0;6|PqV_7m|-niXeo`Ivjm6AkLy~7yHp>_ZO?bMOfeiftQn=wCz z*=37!q=-F1YaOf6IAZ5$4D?*513hAfDe&oK?Fk7h7yM!CTCsXT8RTm0`&q*v@Hfw*ELLAdMM}+r5m?7yZKvB zzC!APsjhCoar-q5yH* zKT(dFQd5QPV;azLm$OoKe}~<E}t0tkSPc+wdGEDkytcFtH1qe4_e(yP9w17eBoYsD|I$jpMl6*#%@xsa` zJ6>Jbbt9?)$>**CqBMGRG^bfpNyDMl+26-!By(EaOB}1n*t@WQtt{Gzy1ABlQZ|v! z)lw3m-wab47Nn1!k_xT!K z!(W!nzj>`+Tql;FAv^{rBz*-z7Mf;(qii!sLo>R9*%|11j=cK*6)Y*4cY0Q(qTz=X z%IbSH?&x&MMlsmA;k#RORMW1aNhY@ikr_7(9(NDdHEU1Mlxs8I&mNf#+QGKg3wwr8 zP8bqdmp{emaZuf8-`hS+XpualAV(=GvoBK_Ac6tMU-7PH`(4*`SsKah?k(fC5(rVD zUGahkmI)x8s(9U>m>%`&U}f#8^Y!X+O-iGF&F-~d*GK;V0HNZ!FK%tEl1N(HP|_dw zlZkiAQ$HwRer)c>2SN!oCxdkOW@9XKrM3N4rZOwJ zT`L*Yj2v$L)c$0;--YzM_-(DMtp3F*D)$n=>m)!o2ORRm0CU>|-lw~}T{`0C*hRZe zyOBvt^#;0INh6g&agpoZxQFpN zPoP`qOXo%*xp^IC0Cni6(+79wT1{=N==ywjmlm@}3%^E!*09niC;4mxA4UAuWCds%Iz5EX~ac?kRJe}sAvM_+t*q_cf8EiheA zJ4-I!5=C@f-MGLw=e=EPN4>d^c(+A>0t_Pn0y=fYYXsJv?Xl(7l6LaGV%rrq_~BG{HVrLfzqwp+O@jM zteFbT;1Ql0tF79y{MlAvw2-xSTflR$F=hcWR-y9lcPZ4jDHBAI#sdJvsKz_fC(<k8{Mt6#I)VWY&3#JMNa zpdQ1Y=T%M|@5tfB;<;nUo!c3r==M4$oo!{OAXp%cV_7lFU}GoToYeOu#S57pLVoxl z50e!1jZ#i90M6|4G41KnteDzTtXFE0$vp*iZnZqC*_a9DMW^a1JFM3P1Lr9DNNyE> znfL2e;ILStR(u8Y?^?p$wDq1MwyzlmQe_`_XQ$!qS(?n6YH1C7V{ssIo0c$+<2cVu zWPW(ADv7_B_47NZ$t^pSuVqNostv3B>zBGiev>$6j>-}R#lY>Jh`z3S4&6=#I$JGc zP}0Vvwz9RUB};9`POa>t2a{Q{c$8jfR+bDB7|z;DB4^-JWreYUpkBp`<}Axn+4nkt3!^ zByoUGBo2c=UiIeV=j>t4)x8a2%}z_&O6@Hd>-~N@oTSzb3~A*ZlEg5KiUB;6$?kdY z+lsYouHMB7M;pCLoM-T>w@dSrip-KdvY$g!Olr zqmvVUTM+6pe2z%RToYVHwzG9-tVpX0O=<{dQgB0mvVNYm*y_7uf!WT{kK#B0de<+e zTSI*!%Nv6mv2DxH^N;CD>dmu=ke@5mFJJAD3GWi zDE6;c@cE=y5xW_+ujym&!*A?V97R-=y!LM-e97aC^=!+mie1rFt304szbJAX@ z>!Z1`DF#AEmR)1zTo4N9)OYFs0P3!1Ti9*Tt1vrAQ1O65_9Gk~JN}i@yUMd#v*R)$ zUE8s^VDLU+p5K*oI`b-NOiXwx?4#r)V;t>02j|+nYwCKKb?*-FmA93p8S(R6Ie){T z{$H(a$Z~P%Q0b6;pG~!k7}*Ms(xsEv^{+Op-0C?pp5-fs3JK3@^RF7oeR}ZNY3!)v z{Oo$}ZU7$q{bIGGA+U4(dCj@A zf>YGz&AAh~Y;b!IYFTZ}iP%;40Kz~$zk~Ph+~fgI@<>omLt4ITXdL>UN8?>G^4C_e z)NGwsc2ZSt0boH>^~OixU0#`Vw>If0;5zQdq3%BePw}<74J}xXR&^uw&*_@y^c(oa z%$9-1cKOIN_&4(gy$*R-!$rTcby2t8cF}a}Rx_2VcFnmn*F4qL83b3CC8<(4m9`d| z<=h<*KJk&+x&1R;mA=;V7a)zCyQb5#AHoMxdF0jxry9rNOKBNF6Gj2bmIn>!KBBi{ zVzFHiyK=z}^R$tWFnJwEY!N)=P_vh4pHQ@d?g`x4@ zu!Dm0hw1(0Q(p7~0#-#_DlQeV!1V9Mc;CbrAN~{TlE>v}VIzV4%zi&w^zc&Ull1*h zI=06e_MT=Lo93;54_VI@*pk*pNqQV~KE!vXJ*#fX7ze#;=&E44QgOG?9`(^)vy?PA zWc4?1b<4=Cj45Lnxg4yF#2UmG%(iw;B#a%>I`lZ`p!fAPwCv)KR+ZGuhkd#1UXbd zI8ls%JL8{v>g2JC`$pemX<;)>yL7i(lyWh& zVPf|sE{dUI0=Do63Bcr@GmLYZ^DC=VO?puNbT)T#8=H7zC`5gBVExh5sK;!3S4MnS zsW^DAZ-te&&eO=&QA(@}e47yCemW8lV0p!7UTTf3zMU4cdmBLnttzNZtr`Lc5hw>O z!N5HS9V^*_aWdp~YJ2zB*XHhaI$n)qCYNfOqS{^|Qsx;X#J1R66&WKqARk<|dsPc> z4%$a~sb4HoqFlrh-U*1@fZ>^o4yTX9arUhyiqhuS?J(+gTB;e<5#T^b$lSY^J$NHL zbgH-4zhc9L*rz*z1nxZsG5viFWmUU!qdHVlT>srF{@5Orc z&E1kbvP&jF$NID<3!HWw4Aj-2s@idW@Z6m!xXpW=*H8EdZ5(k-fPe!Z%B8S_?7FD= zavnAq134gP1Mn2)K(77^067`H{x%_(n0EKEQHzD7-R`kjD|Sy^LcgcG#&+w6V6mrBa4AHth?6plrP*_=8u(gD?OtZgNBd`n8*1JC}h_*&{ z4CDpv^rU#y#s=If^Z?_5(;tO8A+Tcu1fOgVdhUdIS1I96Zf}{H+K`%1Qr_dqILw>C zJJfZ@zg~M)eN)Pw;@2u7jbab9kGr0O@)d6UeWDL8Ev3V5`Nti7D=u4@Czch|j0$B# zvE$qsNbSe<6@^&6Q|oW*$l8>WY4*8Z;^8AgsJJ7)dggUIv_)r;u}{~gc=b4JwC0-Q z&O22^O}MvA0ze1wtQ|mVJ{{EIxx7Y(Xr&Ju_F^zjJ$m4p=K8#+A&_L$Q3ol1QU`X~ER?h<1L zQMhGF5J?2!j+_kiHMCo5s>o+F{l$j8MkBjntI6TL~_|aAL#8PZ;~vd&A^h*?EKjS=bfy=CPeOCJ#8P8YZb0n>)dD z+hCCHS0jaPhdzMT^wfGHYA#slcFsatD(xYO&TEtL6x%JBjywG;sFG;zZPB1$=tm5v zBl8u>>#q-+94_h_N5E2fYUz`_k;zZpi*L-Wrt6oDXXVXgvRp9x>f1-+J0GQU-XXWR zp5uMf?qEJpKI;7|veK;5H8UPq^d7a(YoVpOJ+Z?B$2EmHuWfXXnr=MJqmmYb9I(w5 zqHX!>MS7my4(D(*i)fHCAQF1*$rWw~x3Y#f7tL~1Zhpy=&;!(;Z~nD#w*LST;gTgw zt9ykw!6*ZNQBNNb{?Bx`78Y_D!yU590NIg^z;lyceLOX0`D(;!oTV!xq||KW)R}{! zRZ{r7R4}yU@qYEeB z^DtnyJn_zJO4`-9z^$RAi0%kHahx92p$?uFGW(;zINQ7C{Hua>+tCqI85l&EUT1UBm-a9Kih@dkS z01Te}Kb1Dm`yzOD-d)^V!catGFqtwia@kySoDeG(;T>2O1Yq(#D#UIYAeaDSKK1Tw zj_NX$^k<>o`0GfAPB!-N-D)yy3QVi9WWWP0pYS!w!KqrZ0TsN;o3hYIiuf5PDES!V z^v4;jn4=}fVbl^UPSVATZisGfpaGiB%I49*!b?;{APqE(5z}$XhHb?`=n3!juC~(i zR@CgQbXL2Wpcsxg!+qSGkN1G=4?$Jq(eALbG%kl};EZPj-irtOCDd=VvW~0{aexmr zS=ipSC{(9qt6Ltcr`t~Py{*JikBpZyI~iRh4x}?K2I1Iy zAAf3(?4gNt7(R!kRnv7%J641HLdy0zt%=$nl*SG@4T2BURpD}l%zk3-9Po0WeQKib zshjLpWh(ywHdh^UQC#VkmvJIV9^Hd#Ivg^OKz%)qMQZtCL|xb_dH(?QRB~I9%5ptB z*F<2Nw2_Y+!k zKq}=Fm%6qxSL#(Zs+_poPXu=yxhUPHk42lZ!+l~j|Yb#dQbe#ee zywq=22qZfc;iSpIJZuExgOgZE+1$0Mr8G!n*wL2XmFd9Gdc@W&u5KWGKHfOgm>E)4 z>IX~^bL+>rta&~sXmg#qHT|92^dd(nPti^qr?~OHhdsN3mnm}SGNL|@+vd-&dWl6e zYfqUqW6!VkEmd@BG={pH?27!r&5_3#C$2co-kGjtB1o>%Mv7S#d1Xm9l0A=V=w$|Z z7vwv;qeKk%PbTktdXI9`dTafp5l4pkwU7hMj;j$ZN}{9fz#a8jU!b4&xl8DCf4$rA2g`n zwXu*7Z}6;XMb6 zu-r@z-!)f(>zw}pje0n2Qnl8lRphS)ch!DnB=GF#M?-Tg*AK~(NgT57Je+5YdV5s5 zWwYtbknCcokW^;?pF#Dld(Ay(x;a~qvlJv4u=&S9%~97iDRfO98Fn{{h$tT1Jq?xC?v62~NV$NYzE6;E;G4!ae{v@b`rKPmw_AiD0 zrn>53tKXKKPnYDBWn%vTh#m_YW(|Vb&eLAg;pp1i!x~M#-}QD;ZUk*0YzN!czFWS( zxz!c!W|J?5AqPd{^{=ZmwvDuXG=Mf6cz99wa~SK?dQpm?=uwK3)tz)u*%`ml)cxXk z1&$nd9?QeD|Tqe5=Ia^#Mw~m!BfcR&>Zv}Ru%M7 zHRhi1k%=8n(KhZ*3BViIqulBL+DiGUJec zI-{seZoF?XFM)2067%c{{c~OJkq4Osl98P7J?rQu-X4r%wrgLX`~m4HHu`9GIv%rW ztJudqys5hYyj#9#&!H8l?7MT0Ys&PkOHS~|i>F;iRf5*y58X_|ggdi>e*!-$+tfZJ z=&($%Sb3U^u5b)INAL5WLFf&6Q^HnKwHUV-uk_9ul=6Mk1cXY;ja6g@Kl37pT>EhMC(q>C`{pw>G zjPP;z9{!cs_;$l)mX721lPG56pd*1?=ZT`toX|1A8-X9Cdbnvu6816MXXo7MwK7`e5X)!Sz9s+b#(1OiXeuEN;2+}MqahLm}^WX~XH9Ax9KTBWV7`)Kk&9%uxT zM^HyAj35-8PA%C94t1cVcx%ked(2Y4bU@FvX^XY&~C!2lc+oDS!c&pGX0UGW^H zzl`i1s`cslfC}{%=4>kS+>()xmA&ua{BhGacS1kTp-`&M5l4uz47Z_b*6aA?@E6r zMKeS{iB1pY-nP$=Y~_sR3$5g1ZpFv*t-h;>r#m%ta7r?7L$aFfWPq$t%DX@tSORcz za!Bq^V_A@BEj{m=%1n>*06Kxw>sh)djGq4bEjZhGHiknYp>AY+b#GjD71v%_JoB`# zyt>9bpR=Ibj({=$01ow)XgE)id%7Oh1w17$Z_CWymhJt2Tb#DFV|S)s6*5gVtmh1} zIc<%Nq+s?ueF&w}Et#z%XXV*JHPc^5Zkm0yy})IjNfmx$oPB*i`t(?7;Otc$xvqI) zU$V3Qta@=!RUJj8(sn6}X29aFLvBtmE1`!+EfEBE&V4GywwkJ=k@(l0JW8-j7Zi-U zYj;o%D^kP6*19F+HdnyK9na3U8Q~j+!+H;X)u3$FFO-#UbZm;_ylnw&O1Ce&@L;)V#?5e(?4Hp)oJC3+sBxJS6Q zZAGpd%-qUUDi9S82nPUm&*x6Qwz@_pR`Ul<;FG}Mb*#vbmvDEEdso$|DZXgzbkcPx z+LXF?J8c600K@t{=)03qx{_syqS!52e8p@Xtex0gZM6qeNEgWPOxGok< zjPwUQa(KwDPDAE%{72HJg4{?pvBpoQN{Ly$PQ`|d<#vr5i-_*++BJ>jY=W~Y2!_x< zi9sQcZ$VZxS*|qgLJPYo9vNfhTpmZ^+#ZBf+HRY0=VVZ`sT`2KD)icHwvi}xU@~#+ zeJD|PxzSFIC_~x)2T|d{sOlHDdaUmA?M<#7zW)F_fF7Qh9jm-Zfk8a6DP~ZZkFflI zoq6YmHM=b)Nm}(~SeZu6i@W9->N8vO`14Pq>Fb?D=fM z4xM)dwmR{)G|BJOnvIoYAhI^%xXX0{xtlMDJ`~g?OIv+n7Pydz!UT31CmgUFaqpVx zk>iOm<|aVS3ykB}6|MEL=i1wd&=}W&k?l-HUBHu;86!QrRhZ;iNGihz*Ms>}%qqm5 zjC+dOD(r``iFKh{&P&34mOWD$jQ$sSXbUS@XnDl+FokWEb$$s1aE`J zal0FTUbR-=$MzG;iF}!CikwSs-eV6;jNsHONnMtc=x6wz8~BB`s|z)_MrB_q@KKna zcW`mX1KigWuHD{h`h#6x%F{|zE=~snpa5_Ox2ZMQc#mJxwMZdL6_~0V$Q^bJV*>yl zzV*#RV`^egT#ESm_dUDIXKo}cWu=dRwhMRE~BY0U*1I{}BHG@5{h!6-T>DH#*&Y9t9 zw&u0D)oZ%0fvrmf>wk3&k)e%aHtgF0U`qp>ZXjcy&bebPvR*?XG^L>f=5MQ^Ap;%iO)3Y$K5-h4C--QYnnx+%rQ-9v-xQQAleI)&IbhK zitqJ55?WvC52RWjIKm6dGM|-7oNXSxdi1XqvV!HEOebkmkohAA+Pm)rX<`ezmou!V z%2mRyF_WL^TzLFMY2l|1ztTA8N>wDQPWDE`@H?(?SyNjuCyMP>)n5uWjQ3-KRW3B; zA%;}_InUC*TAh0<^e&byCu4{hKy4!s3=HIFHG_Sp>?K>K zE4G#;a~(>wYI~<6q+49-HxR(GO9iwlrOa+uamI1SsX0GN*1OOeJGFhJNT)wHQ;)AT ztEES7sds9b^Vew@IOMM*-koVs!m$k$2@CC4^A*p z=H}n<{{S+*wZMwp31N}Hhi3zK9Q?!LKI=_$fGv%tk+rADiY)aaW=x83r_ zasJOrE0LSWb3BB{ZzkTIMHL@a#l37~l)D^S#s_1O*V4370;sL`Mlv(TYN}zj?f{Rk zUTab$-Y`HrMmlglmF~5n)eRZw9tb9F6=ge1TKN2RDvGq4T~DW{8ndGrL0>|q zho{S7uj&?e6PelM`%2|;fZPxVpun!m?V{84_qaontB|`%=eJ7WFLk!L@m-zKwl>he z?m-MN7`9aL)0__V-C9k%dfhqO83%E|`A;DJTzx^TF?1&RYQ1*3=HeTK`6Z(`_0})% zwSndtZJ3?0mP4Jn$;i(G+n=p;+CBXD2*Os&A;wpbMr$inz0s%F?HsBFi8Tz-G6uFQHD`HRFCY>odYhBNO3r%6^+p9SJV?#38&hW+> zUoEz%?s3I()`(g)W1Jsf>t4Rrft2x|sINcNtrt$$E+IJyBYBC(7(C00UTWrE@nBMdAn5jo_J)##@A8;<6fl_cznHq34yktDu`-e5_1rsTN2^9G zAz3A05Fv8vasUH4{&iww6t@bOQ4)dvQM6=?avtQ&*F}`JAqk;ca8YuqEc8@1|)40<3hT4soaG}{O* zln=a!3m>Z-lljxXw4JUVNn{SVB1J8ek8w|r%8+kYF06QLP? ztqsc$5+9W=)H;F8(T+#^%l${?T?(?g2S!##84RZ&k7HhV_RSodqTzFbM`QJ_tHP2U z@}0$GAs`$QWd9aqs^C*Y~Ou7I_MAcAR55Q(TQCdbFuSqR^qJ={i4%5T>DF z6SEJNbx@L_J;M(F09xbqKM!j@5!pF&s%U$G`%0hQ+pd3%dJj>@(z}UT2tRo%vc?Z5 zIM1;9;+i!%R_L559Ep!C>Pa4vG^rKOCk8&=kcZqW%9qyL$XJP@#&rhK5S0uNN+T>h9xUrSCIwNCa5z3Ea+w!XRTUKO>+9JqX z7z^C}(Zy8Us*EPsfpP0wTFH` zO6^VAx3;*NQzkA{fSJHn1Z0uzT-DKvNn~JCfyP0}`sTEoe5t+8ygX$q#q4rdu*guX zV3uRGKBceoRV@a{Y8v9W1jlX*9F8}1AJo@*_B;-p`T^Fw z%yu$SwI%AzDmrkfb*o1-ElgxG^#l?173vmO@!aWaJXj)35_8It)qgtT<+dt*;T0yC za&*h#I<8QRI{J_C730@#q;9ugsn3k0u{71UUyqTgtLir~&m1vHu(<%S>N&{A(;uaEw_4tha)qUuHOD(1G6+AFWcYsbM7Go~p}oJg^JbV! z3+}*WD~tlz8O}ils}7g5X~OpWPoJwox|cJ$UZ2&@lt%^Cl1@n>)DSW4TqVw(KB40K zc&)BHud$=Z>9-+^Z~@P?b{Dfcy2o!LDqzUR+c+PYAbtk8FAwX+&sNkfjiX#!%-d0k z9Ty{Z4_xOxYOr)C7)qzz{XZkK4&^zxLs!4~9UIw5iI$ajdV^dak4cKo09l)Solil> z{{UXQ3!f5OJZu)$en)%{>s)t<&EBb`J>poEvbUXLd4bLyxeK4bbm@`mE2}Q0QP+!T z^f3yoF!FQI^Z8&RCSo^Zoc7P-S?v%c01ocit*MYMR{$#v*B4{Yva4!+LAP<)< z-|1gbg=Ykm4502g0Gtm&+xZ&tvspJN$H|&f+U04K2a|kqq=A41S%(*VTIAWlk;4+I^PSyTpTx1RLeU5pQhTN=+Qqx_ zuOlX{861biojjd6ZkO*yc|OM-e=5k)biXb!cK-l)rWJ9~d;WY^YvU+Z;?g*n4UH%c z2(A`)QWTa<_ zV?V82x5G@K-bPTU4jr&LKG^)TP--x=_OZsGl4gwH4D>mx5R6=To?h^XF@|Hv1obE7 z{A(OMth6$lT%UP*1tKWh%4Hj{p@BSe&PfNQd2hzcNBa(ssDk)MlGU=HF1aJxP#Y4x^g( zOGp`%FPd;W6JArJ*w1&X*;`t{=Uhu5RE%-Fob~PN&$W6bhPoqSw-#=)p(^UFj4p z>#dsiNwl}~wJVsTT!tQN51YROsr)ls=7V#lTf*jRtAE}|^2WF%pe%3?92|D6X(bvi z@YQeTd6K18bN3th9cG_w0I3Z7eYUTV{GF;uoZ5hv#lGx-1J--23T86m=*K^Xhp^IJv@(N1&45#ww{l->SP@}NTd)Aa+>~__E$Eg7ZJAg z+&y!U58;~h*zJB_xty0LZF1kQctqR#_DHPTwrd`@ca7va%xkm=G?SL2k#SYHDe1?d((9l zmYZiK-Tcxr#}MERqn2aYMn@+CwKU%W!Dzzw#B!#me#0UR<_La+_>aF&YS@XBOSNdD zbn{z@=FT@9^w0N4LF?9@w`nRz46+Y5Ct(Ng4D`(@R+G_eaaP01y=PVYCCF~XN+5w2 z73s1y2)%L8Rh`phWdZ4os5L`q3zW|sl6v~p*d%hiGOtzVCBDAYqL$2cDM2rF7i{%8 zZDidWDhyzw@~80a_*Y3|szrJNFfmLoj2VcbzCGSn}&?^GC&z80;*5X`mdMkP*~habz=mww&@DtkEsNM z{HkW{UZh>pXO8<6$SU79bMI8I^*A*3!viG5WJIT&dXxMk{D5mx=0Odt(y#sgz=s#IbD@Fb!Abo>Eouy0rQ*UtURAo+qG02++R7p6;VphQ;fKXfsf)GW2vOl zH2E)eITva2(m$EI0!YW>!L1v!98rP_{KNQ1Ij)<-8ef&AB&@$Q#K>|x9-p8U&4|Rh zG~Ab=rXmnlQYt2#u^<6J6}RE3lFLwdbjkq6lcEGMPQq-=cx1L6vq)6L*wHe$9@6BuJn#5MNqTcA? zSA~;lI39=mYLAF6bnDGNXzi}8#Oya@{GJs)RV({ z&CTO2rQB}35RO#fojT$<8;r(>3_EhC zkZYOoZSYPKyStJ2b4k08OgA!I?^~G~ zY%l<>?s1;Adgk5HND`5s?wW?j#Bs-`K?L?PD@LGhO|83tI`Qe!s%jn}h^FZ6Um$-Q zWAquVCmOS=-H&RGI>{w#BhIy>=4&@=(`BV@O3IHI*MCb!e3nd1uy z`S1fV!h(HI^sSY!nrq0c?b&W6m6ABw0mCul10$e6%9BeCDhTb2iEvKVjfloEf_Ho5 z_ODj($A#7jBfYwrE-uVNU_e5|JK&y4=NaI7Rx+y<9XBrNYAl)-tv-Wop{?b=*)5nD zi`)FlMtU&k2PfYKvlmX131xyzd9b$0Li2;y@*sm=qXZztHxHN&wdP(pxSvb$s$E(h zWwVILy_*Gq$oc_ZRyKo_Ij^bg4+Z1Mglz@iIdPifx2*n8>t7AQRVnVBlA>?pWb@ZX{UIRJ*&J1Q^LA_5!|p@ouP| zAn{G^p%_tbxFjs(G}tZLTME{}I4Wtw>4VG+)7$AEtf=Cp1tqlIIzfP9du#DmZ; zALCrtf;BmB?WEA9B1xl#zRk}ps<|oefynj*cCLnZD}ClRPUDl#I6eOWm2%>=YTFxN zD^9&vDZ8|^Ij zZDTgjTow$QqYl95?_<>S)K+hWH3@C?3ADXNQnEeA<0IgYXwO|KsOMe$a zed}96jfKK8EAY5&zwHsnBpcp&~&XIqSk!h~fw-`5{n z@}89?>i+;U-NO6SB8;oB?{uUIt*!?lnMp?;gwSL20?5ndjtcS45A>@qJDu2%2;Eg1 zH2K{04y$0kT-TanStYuoc^`Dq1i(XtT6uoqf0CU zEMq{0Pg2c~S!6{yD#veL2qXOcYn1qds+YKZ0tZnXM{U;AozA%VJ-|Ij zbM&q7mTFf#Y;}3iuX=BN%6Hx=w3caCd&n4^w$p|uxMP8X>sVL%z}QyWcp@Zy>@%_Y z9+j6Rtdh#e(iKEFVsVfmIE6acD(DeTR zg#=G?s|J_NDzK0VJPf{i``4-coRN$H>s}M^`&f^|-YSMk*%Hp_Jc*^r3ZU|>&tTZk zu{H1W2Tz?kuQ(m+<#U)yIJYj6wZ9;tS^G5}-{xmcWtjIaAC83MHI+TS)i@x5>TpNa zw_te;lEXL)D3s@Gh76y=K_0%Hs=eHKQ<2HY=DhdK33AC;?x9`W{ zFD7>aTfa1XH)$`tMXKK2HfH-WB4@IfuSdMM9!nw&78uC%uKXnlQ>V>+PJGuH zKWprzvi$p>F-2(i8{%me-S+JsU?3LH+#~~o*Yd1ctYnE9nif?Z`j4nR>)O0o;XoSd z_Qq)8mDBgoI3Z;|ppJ*s9zK=jnxPdxzAzt8-~PH3egM$D-kqlEJ(|_Oih&wo;e=l@UBnA4;GK1+}uiJ+(QU0z{IjUbPJEq zJq9bquZN#9jlZw!`s#P#>PF_g=x_~UYVi}M-3_I%6}bA=mW`;5TST?Ec$yoQKqQ7j zH=~ZA`!5AJo@;!7S{8?obqR$ARumdbO_>lk5_# zroG;$5#vkv?ajPQ*k)#OJK%6DCf8ZD(kzYTXQhT7h|zbKyKek>39gI?(AnA zPjl#W{q2eJ{$*j1N1?7~S%Yn?o4OJ6W|QHsh!<1Qe#avZKFow8Jy8AD{$ud1?-FU> zXtJJAN0uWkBKm+bYr}NqPOl^A&Er1ZOn(nr`FEC~Q{@W8U~~XiTLK-UJxy}{6ucJV zSuUAkjZ?^ouswV8^sc(f>I<|oMS}_*yYs<5#<;PuoM);nVk0%~k>3)nZ5U9+<>x(y zI{yGK&aA*ue8(uERj`M#?ZD5ibC-JDQuxX}Iz*ByVHcK{Zhvyq5(!>E@0^}84Rw~b zhBj@(=8%$EfL!Et6;voqa_PAfnow6Ij0Sa5Fmb)fQPt4kQ zQiRmIG;q#p$ADTw(l^R7Pe3bcPt%=5vO5R>U7$X9NJ!uSGuEpMV`p*u$lJ?3cAOFK z?klj+bjzJm@J9vOM{l%`Hc&~y10X2%s<5`K#XGB$cpFW~!?WuB*e^JQ`iBFce9tLZWdz-aR$sV3_8#Eo~vv^(c18iE}Pf zX*`k!;rV}BS16S|T;J+He~r4u=%Wm{-bj$^z{q{V`HoJkl$I0>aM5G8{1~F@i^I^T)Med_dNt z(Yz}Il2qM_`t4fv6lUz3*=$BsGd#sc++Y$$3H*MQ%V^q#!|L}iY7ruNY<#K9ec(^Z z0qLH-f#SMo(I&Teq>Win?)~8y`keZIO5`>BX`N6|{yc&+`U5l}ukPn&GF_w^a8T9K}I!3ZJT|O(7 zU?fkHMU0l`{{XMS{A)?%WRMh6PBE1@rk6%@-qN}*+gwRBTTQuC1LRpaA6!!y_mKiN^|{(4FO0HK<^ z&c33vG=S-1qYMXC1o47%)A6ka&lTxYm7tfBK5k0wvZl3@qF#aj06f2_t~(#`G9`$? zV}eIRU3R3hOJgi*7?%Zbz4AMXphtjd*R$Pepyi88ib;BVYe+tr_ys}kQc^oOv2hUikPYno3}+or7z zicE_NvCk)`%a95G0PEK!;v4&md7+NNG?wMqt2j9^;P>b2*1C;W_8SXHuVrne2Gv&J zGjoCX`qvetTio7VeZJ~cHmfmUWs7$9$56+f48 z2b_MrDVLV3Hmzka1gzH5#^*f>6=Xk?F#KvpREpGjXqc4!=*Yu=wZ&KtEp+*BrU&fy zu(XbPed4MB_atCbqx?jUT*_`V`Qq%;(8<QW8V-DwWV}QBF>g{lhjtFMBh^s4l z+xlODZum*x#=5zc!2qPz_uCm@9x_POI_ z@SRHcTk6e8bjcxNyH04a(J!W&9Zu3)bxV1&o?>}{-A+1mz(1(=tXuy85o$LUrVWaZ zj5LXz&HfeYJ{Yx*KMUzms2f(&GsmeJKdCi195kG-H>y2c#}ihK6rWuWF!9!%sI}aB z#pA5cF%e4Z7*M1Smyb*WKMLb+tX=KnkxI$f#xfZR&Nw5VU&g)nTGL^_x0V^xbOkU} ze=+Z#Ysz))9^*)z6YXm?w$L}I+Tdq6E7P}QiuU0(70V`k?>{laNdu#8D07cWD%{&1 zQe%!rUYm@YcYEWt6$4Lth@4@>~8gF2ie*?nHCpMF!^X$ zFg*@OYVzvf;SF`yq3KbrD*7$U+P;pO)}Gc^63&pZ%Ltqe*zDN^5$#@ctb8_}*&VHt zE4WwYQi(EcrhWea{dMM-dRVlPj0(>Sus%~Z3cnzs&s>ez?l4DM_we|Y zS$1o5dDSA|^$i+JjW+)PPr9@!E^Y2Z1d(tTgn^I7y)ReOn%?$Bjd2>VG30Zw z^1q?S)lGSwyQC2S%D@o2`4U3$>zlHO`I z@r#GRdC-#Ea7NWqKIq3M^59o*C7g*XJP5&~&O>!U@9po>nJ)c=m{6})$8+oHTrriN zr_{o{YeiYzbn-K_on3DQte#m`xIjvRNL=@+KjIkZblyLKik$kyOzAe@1YI}X^dAWQjtYkLj2ic3EXq>9q4oJ)E^A1MRw zrh9*0p61FJ6(eZq6pgs_9C}xEDsqmmbLVlmg;rKu4)Ys+(5H`HD$!$-Hk{Qmk)XlG z!g5#C)v|$yV~@M-T{o7;4u&6zF05@dc`xrJ2@D%mobnVqD)a4<4trv`d&QOj%DBgT zV+Zl{uIo^?x4P3VZEho3Ev1FymNv-@rAQ#xh{LW+;Kv$fth3(eL;gJPP;Qppdq(5< zfb2)>&~jI#-@Lay3=Sbuc6%LS6(FEc7?H+4_v_NRop;0n(#G=PVKO{_F2^JW9W%k^ zy2}Y{HBBk?Eh6q4=z{Fs3FQxc!>BmyYaVNI%%*tOK%9`>&Uhox*AFtjy$_+oRi{-+ z#hl-Vw9#>QZ+&o{MC}L(7UH4fBc0j%%(?5|^{$33HrCE&mNs)cju5COKE!SvMO{UZ zMllKwK2wjo^y~-HrnS@LYqS$D?_^-uCvJb*Z$a->DLFkiE~X+hqVDX!GEE}VSRJl} zLPfTXu2>HHGE{yn0Q?OAzd%60c@@-h+(cSeGTg~46SZ>A+?HZ}ILNNsTk%}CcOPNV zZkjDOCN{W5+GlVwU)eywQTX*E9G$}@%xmSqRWQC%mpJnBLB}NJn>hBa>QLm0U3#A@ zh^*^Wbstk9G}$g~Qb*j(&HIQ#0H>aJwtM<=c&Os=@s{su0U{H`u^sBne}xBg+cnW? zx#zrOM#21}MZn?H2)?l1?}@fGv16 zqeb4x(UC&)w;w@SI)$Gw+gr%HsB zHP+^rgJT+3i6Tc}ziLLe!982=ul|C6I`qi~;sEC>UKuFV?lo%(ZGUzxr%54FbMuDa zpXK=0j0;1nf;Di-8@P8pgC4lXdU5MrxJtZ~nv=Uc{L*TzZgtqH zXzEXAq%jupe6Mkwd5zHR{{Uy-y>PHZt2t>2XV26Rt#o6<+0s_=W<~_F9lLm&iJsP6$4^^{+n_j)XnPy-!CCg_DQ9q1|1=lE$o&sA0;M1B2M{-mqrSt zKvY6@k3dHMm9vs@m8dI4OLjH@nW^axGTZaq$N4IbVY z*>}j!!vTT8A53(rGI&D9=TH}tgBe0j06U)}__Np6x~aCoff`_*j4M9=`r5)Dv|h}x zD{u^l1&^TaPq3`xCrdq2!Ds`*V7fuXr33i)oo0c zg4P=}$&&v5O^~S_yOuwNdYBx#a+0lA!06mr?o=(x%fad@R>;CaFEj!~8F7!+M{g z>L}6ZE0}s7sdeG~Ry{()?RkPN#n6GT#%!W~%9;n^bhhjY| z$`6F?FCr3ndtSEH@TI=VcNw<19P~`&H|JSeeygc?S5=yAIzt?)cHLRbK3B(P9;4KA zUUokL?bkehByCEvUh6%c{{X{wI;2t~myEmlnFoxL3Hk$ymd{1Ew1>;twFXAj$U~m^ ztltiJ&rH{CV>;aOX6p&e_(lbml(riT8`H|9vglf&^#xCz(; z*_1H;m7!^4DiE_slc2`ZLv9!t9Z4Ujde&QL*_5j7KHaKhw@84DpfIn(?dM6GF4UnAvKNe>K2=IJ=fR&muth!C-of z@(Hg-*ID&hJd`-KLzPkdXZy$3*jFj3cx7&PJPfhj4o4VP`s1PZt*GPU8QM=lyeo9{ z+~Y3bF#`;_I0FQ8pKxj|I_~dGm`!Of8T+L0aoCE~kVuZ!nv6y{SAtvmrEH! z7fBKv7dQsJMQJZ|^L^@avps{t8ttaPqa^SH9I*hC!rfzU>JMXAyiIZ~yg71rg=u3D zAwS-Klz%h%SC3l5s%Scu#JW}2%?xBSCO~7^Sad!5@mkv6y{`DPMYd_Q^sVQ_oelSj^ZW+lH4xf2m2%j!0nppqt)ZqG%J*X69_@}%U#_Q z1Q`@#s;MN8_8Z!ah|0iX5;lx%RhlN@orX$n>I(P#IIfx*l64zSaBzFq z4|xr!j!z~vYg@^D)D8~>kOp|j+IY{>ulQ3_o;Pc2w~OrDh(T<~9eHt%xWNaWYs{~N zr#sDQW4e|uaS4 zH`$o}?qV{~xA$20AJ6O8-NR!gCZRsNK8*9K({a@t8d^&o<0Z~WjlgM9Fgf57E6{up zE+w_rtnjXp?YdBdfXni}2cbsJJyy7xGZnyDqw^SJ%^qfVamWO9$N`7atlMhW){+a0 zYng5CqY0N*B(Ohmy5oV5*FEddX-h}c$})DkJ6YKj%M$=$afVO1tnRBFCwwp8! zJBZ{Tyq|DZ1F75T*nTymYp7alnt8cJNN%EFmv-ndB9ot)f9acGoPP<(=|aUUI71q= zN0n2^KK}K>;_16H=`fhpRu;diIQ>5IT_;d5;lRHb?SXd>zeE=ZkFO5 zz%r^f+_1+TY8#0B(gVbXLGvrH&JXje+H?|4Ge@zSH(j{uN4+UeTbtByg*N{HrQ{+z zd5h()Gg@{HYyGEZXLRZ$yWS%}d0?tpzJrWs@UCB1@m`Ol+%=`Me`#tU?H2ajfZmMV z2jP?LTVD^Xt`4DltZHs0)vjR*b_}h&S>iPI;AH;*_3L_6+_ifiJ~I~?N0tYEvn#VQ z{KR#~KT1}Swu6t>lgdUpY#uq}(mu`EBzc_Sy(_gh)bex?%ol4mRQ5eNu0vOn&--d^ zJ_k{7kgdx`Pw=@sk5Q5MWLI8dK--1~Q=Fc)#e7Dwmgd_|y|S3wYPN3eYcU)UK;0Sj zQ~rC@RD+VUG@((`nvyf*cQO$oE15P`Z^e@btM#W8or|~?ym-$Z)}o& z=*T2&u;g?j^!6t;x2EW}sih^V%;p^BWiAk6{EFHu|aLjYI}?VewAOw3q7xfY%PFM9p%TJCPp_Z ze6f$ACEMwW)RyYUMbjnJF4Rb>c0~?wZe$?sKzlC)vwCndn&PkZjYmHeZR)T)^h*5d6j8Zt|cm?x&AInrzxi zw){zu0Nm1ztj<4$S0wXSgkEIoZR2gNw8l4KiRv?+?0Nhvr10;C*5fL#@{Aeo0Ourq z#QOgL_0M5jRH~`Nnn#Cnbkt(>2q>1-_qXk)jBpOa)QjKg^n0rId}J`Ah6Fe>(ATILS#hJrn8G z`u0aAGGMd4F4NCr7gK-*36Q;~YWc}Cxd0=n}8NdfTlbZD?QiV0k6nV9=5~}Sdp-=lw%#v#N zasL3MUr1S14g^szOnVX)N3#3W-Vu%UO)6DFrP6E=4sn$RovGQvZzYHyyv-bv9)lSh ze_qu#hi!AC%*v3Bgl&-lz&`o)_o}ZoDo)$!_#L@*UuRdC(33=EMUXnb_kdtXK8GDE zzwmtO`V3a#gEgx)yA1TlEB^qFu&x2_+BkrU&3x5AEQPR7UK^k3+N035ZEM3(>Q~WO zt@6y#w94gxLNoL6+Xo+jr-PRzTe)2w8I5;ZjijvZdN+tQTU{4MmiFr{(60 zDK1(wpF_zXsHpVqKT*H6vXbXx#~O)aFgDV1axy=yZcVC~p89CWI~}2nj^quw{{X&; zq|jYoM71#ym|{?)@ag(jheHup*r>Ou(}{}aY^@w}T0E^Rk{Kn*ZOxJwpkHCZKmNK! zvNIja)7KTDcWd^zmijdzGqwHy0R2^^r`st&tTBUJ(o&SiN@_9C&$iNX0SYjC=AC=t z$gW`o4X+u>kUvB1T|{=!h53ocpr<%RQ-P1Ibu2ScyJMACEzcy@wA*`KdTUt{U$Zy* zKpT$LILFF+9mDmk%NOmWELk4nFySVMEA zOKW=)NvB*$C5m7{NF*u%b?NdEg(nz1XBahJ{{H|*VES#vyr%3kD7V^4EVw0OVbOEb zw+D`uql6mdYUsLkTpi+eR=S0??U$WrAiIJ2SrDE0>4Gund-Ue4U9((SOe2r?`*MT6 zLC*kp;oeKw(Axw^?3)QBe>0Urak%67$>f}OJ%xHmWRC1AebBiwHyQkUpIY(p zbbXBU+jM&LDyoY1)e`A4E}>)@+jNV;UwY&`ab}2aSZzT(9(tT(5=YeM)Z_Iv+S@{~ z-}#XU)nyw4)@;c45qstp?bdgThApRNjIi^Q{ zsU`7_OPDUA#uVIHg_AzzSTFuME1&S1&la5&QkNn}G7t{jZpTl20oJ-!i_f}ujUUhdqvluBG8 zWwsoE4}L4i^q&!3X+*uUMn(_r+mH{a^gi{wr}(ksghe_FZ?w&bUs~Y1QZV2at!6&gEwU@MavX}WBzQx-1{{S;& zT|&E?%pr<~3daW>us!RF@y>&0+FIY)#|$j3wpjQAK;GRl4{xufRK4+(^2cv;1-P5Y zawL{T8xisMRO6}Z&tMKKoYnQqol6xgw3VURznAutRR_uKFI8_~U?NvMsigZsn5B1j)9Qy4$NAj&{VMo*@x|hl&enl?WCQ^1?V?y*ca9)g4P#v(xPseMWI-AMqR#?nury z<35~L!Za;$C!g}50ldZMj=0aS^sgw^HJhDRSD0Q~q|l$a3T{RVleLf@gwX_gM zuxS=sypJ%dtCNh%`OXU-o4tn|n)Xy8m$ORUk0Pa4IbK_t@2bx&!duN^XN<_rAw~mf zW5b8`>O0`z8r<;ajRo$nG$@buYgA(r^RSi}2i)~1+}Aq|vY4$kDB+GjDc%n%&SB-s zxXCQJAP{m++<~0r*P!@98BnVb1C6Bf_mqM&_yRbru@dA~i7>Nfm8XVbw6<8lEX~U^ z4oiB~YrP+6EWj_mYqeF4fZPfCR8v~QQ-X2t+OU=$R=Q^Ktk#J0<7RD}E;#SSD?v5g z(p*I(rbPK&Rk>v&jQZmQXX#xAt7@V$stFxQsy3F#PPP|PMp>piQ~D2YTIYk5WKC)F zM^l!)(ltvvQ*CI_#RJNNb;IsuEJBXla@}!O^zQ>hXLwGha4)Vv$-p8obLe?Lj~>;3 z#L|c~qJ^_8j)Z%#VT^t?cHdMNTBWnG0d9k+{{VX%fc|ySiNw`(T2E5&v5zully)jt z?&kvl0ZNvocq6rG#uXxBaCpEyahgb0H%9q)KW5Kwt$5H%QML7d*W;<)>a#hmwlE;z zulIN&qMJ~@h+!@m`!EOj)ys&9eB_>Z&r$7EWQ&8IxX7fNi_w}!($-p-I?l7K8yS3? z*&<*v3}7k#RpeJcZMdE8WVo73*%YakXD;6SoZ~$>^si9yEW+Bw+#!hV(768qrgH*E;CZayo6>^L z!vtsWphnC$F_DG33PIsmkbgR!?d~ql`Hu2H8}pymx$Z|}Q$u$xx&7O)9miu%<2S6W z?gGh{4Fip?y?1^FyKe{IYPOdK-V6Jswm>k3LdnyxImK|6m!?K=letmJ2^dmGax!bN z@a4gSRA>s7fIiswE)FyNU3u^S0M@TNFiY6GEl%7fva>xx+f~#btlWC+U+}BNrnz6< zNbisD9zQCfX&BqjL06-Q^y)hOYvX4o^tsz56!caf_IxgQKJ?YI+(~8a*BvWD2*%&u z4eB`~x6+78d90_9c*k5*P)m2e_4%0lMsvEZhi9n6vg$3{LE7qY%k(wNj}7X2HN~XX zclPr`JeZC-l!j6iw>`QJpx1M(%q=werO4huMfYYQNAs?7`%xd-x@<&%u(ObJ{6%m- zKx?-zuTn8~dUQFlNlhXsbX&ECOqpYn;EyrVUzC17)~vA-B1EK>QG^|Ut%AyhVk^Em zxC0#zr_j|%wC1(GF|x5Ek>85eyyZPv#YLpb_WD_70lV}bwXF`0HvH;1>E5;NEn^@y zYd}K^e|eg&oe4=@oes0H!)iVhi|p5>0|O*`lnyqyImq@n9DQqtmQ}a3`(##9PkAeH zSn_~$atQgD41tbo*!4x-ZLvrTkX+{&1C#u#$#siaE*Y&G%!MvCk1`hk#<}F=^arQo z?^@G*v*ddiO3hroq~127CbyNMh3@6q2J!}EDt=#8&fEjjKU%|CCz|Z6KPAjFF;tUo zRHy)z2kxAbFgW9&=9@e*zN00ILu(A``%z(+bgi?Y$tAY|jPw8lf@`V2j@mN%z2&ys z!G*kdh~E7CvnD!*zzvT>>s#4JUgSnrBhfrnZ*eiQ)Ma}+(af2XZnwo@INp>5t-+75pz%7pC)9PS6%)0;_hv(v#~omK5+@Zawwx4YCOwBCNj=BF;}2H(gt8l|mTYB$zv zZFzNamh2Ab?d0-@{0J!L@u@E$@-*fl@sX502p#_bA(Qx3sc~^K#b(iqNKhgktB+jQ z9XY~Mv{CD*QF7$vO?m2KczeUp9YWs9*$8-nzY|jtp*F%K547 z*z`BNh9MMdE*?Xe%!Gj8=ejf3CU>FZefe~4@~3z=T*?`wV|j!-vm z!QH^)js|^6^sA41bL5F52#|nOTjS&_+!5dFQ7V?|d8&iiue`k-;?mzgY=dW2T4>@3S1sx!fo2<$?zrLmUc;Z^UiB%F>! zD-enhf87}^{{R9f=~Q(17Herz8Fxmm!CO0tj1#o}RbplW$qGd>viya~3Z!FM!Sc2jN&zY?kH-%-D_P3eLwE z9Ax_nZoZQyp>ZUen8^NUCxQvibNGtRH)jwkfw@6!wg^23`1SR!-;3Ty&sC)=Q*`CJ zI{h#sY6);vQWS}#RSml?4&3|lYu7ZbJuS4$cv(PYP0quNvE=^%Jbo499vYeMt{{P% zF%uk0y}@@G{#EW$k}am#LX+}?>7Fad$IjD?UfRF81qf={fhEIS>n9j{Xce+>akz|q zGg7?ym2nF)u1B^y;E|s}R~|U+Z2Y*EAVA3hhs}Z1)+dQI7Spr?C8k#DY#>HMlw2Lh z1EXX5SBDu&y-zlJQgMuL(HUCjiR~;T`!o_8o8sGih*v6^$8&-BS1WOGaRiMu>t=a2 z77MjmheBHioM(l|9QWpnJKGT7ZPeh-)#i02)w93^cVZ4R(BM}|WV(IipW0Dc{h{EH zi)5Fp$)319B2WWaJ^>De^rIBI8RccBtpN{{W3d zgu%HxmB9z24@2y0u(`F58O?K-RxNXOv7jo>a1Xb7=AAjlRxQ-#TA6a`6VGf>4ALUM znG+c}85|GDl7$sW~sGe7;*3E{c9RM zNJrueprjR+6h=Aj3laJgU68Lh#@!BTaZW^*eihPVwLsRsX(J`&f0)r)`a`ANqlb_y z!z)BaeGW(HMHS*ytzAv0CVK0Z+Z>We(CK!tllM?NeMzgn5xHo@_U>>Jd1E8k91rJN zb1^pPtbTS-PvM$fBH$*isKgEnPI2{RL;f}D^61&;)s@lIT3yX$sZVbxCdO2kC_`eDtnJ{{V7K3 zS8GEg^tp+Ab%pT;=DNCgSd1WSDleb|-@jVyZBf3;bLqxOCZUYMdh0eexF0h9Jx8eb zsI|>@*F>={%4C(l)j$XZ&)2Z`HB-FZ@25+3xwDng=bsRDacQqv>2|U?kz;$Cr%{lg zsS2m{Kb2?B&3R`vrThr?<~5Z_U=NwMu1LpR4nMkUD)Qy-wQ1&-b$i)MJc-G`JRUs& z<~O)!>WY-3@9 zgz%&{1QK)e9D(`P&Y$8qA-cCqsFZ2)NA_779N`hpOP-m-obCW;2N@jE?>k6~K8A0L zqdI+p{{Uqq$>zJ*@8g2kdgQCe7#SF5VS$0_dH!|hmsXmj zGu>(WjI(*kaG=WMI+on4$9!RfdU{u5q1sDzV`^J4$!edwf>+(U1cY+k!5HSbF_7kj zS5(hW1mc@gI(t^%aT6{|08Z@jn&bW_-KDjboLGSx&m@iXRLApb>?~k5uzbY~ugTfa ze~m?RrRkc4%O&lVz0{G7h$m3{MsvcRI@bj(L~zY1E9&3iZ&E5v+hgV#3NU0Wa!B5C zK2gcz^c>Z#9}&!M80FZiAjeWpKTPNFucGgKIiX)$nCH>#9SG_6bRUrb5ngex{5OUP zmg`8F)+IZQtDN9}u-$tO4{r7D;d81LUo4Z0^Vr27ZqOM0i=L7MrdTF7~oGB}qwbi^)FNovQ{OBVB2*=NkOBDhA zvAAS@70O-P+ucI!NLz^DhiF9$7&*%f4`avp*HLXQi$902kt_syg`8_7Gb=C?My|Vw zT;p&V{63XYx`eEGIGWMKI#ah_&qJ%x-BKvf`U;c84zgQHxXuUXShg3S6vKN|x~8DM zRIbgy$u;CUzU_*Q2kq`=r-|g#JUOaqs|qUIq?na@?rp2jw$R_Danau$`_jA1*?Hwy4fCoMiURb5TQYX=N;FhL!CUy2_!Im@&v7 z-QbSnk;Qt|FKCs6uN*ulD{jm7I;@&=rSG2_b~!5#~j_rhN(g zD}%iAEj3GvLd1w)0h_5_2tSA-ri%T9pD8&#x>R(t)b*sP)z@Zs_Y&#p6SQVmo@Clf zkOH=HPClKhkiU?~(g5X=kcB?IIl*v@b-mkZX%CH)0Hv8i)8+zn&-u5lqt)W3CQ?AtI7-B z+{pN8aFdWa_#yy8Bgn5*K+wUaKtt@Zd@O|?fofi^vyd=XBvH^7QSg4(h;>z z(ZSo$eiXWev)ro70gKNwh|2~xEF);f z=HIlO6WO!+@m!CFEo0R*Sd&wjJ5JfQXJU4pgaWxd5wxB$$mY5q5LiiVV=bgbrCW&< zzQ)=u)SQ;ibBvCi`gg8ZN4C^&uXNj3CYlHW32r3}5fU;Lq{tkcDesQB73pB%YE3OJ z%rVXmc7xd(8g`jJpW&G7_gceua)ZdYxCVQ&LGWUwVk zIXr=aNNjuUHPHMv)CK*{t6_5_g6_`a%#V2HNSJ>{2lExnYeqwIAY3GBqs&}q1djgz ziS9a{Djg$HmrvJ{_6Zc;MBAi$I(6%UiHn;A4z@@vy^2eF*-egW8)T!(dxs zQ!9`GZbE0fe}{VKgK%$MAAW_Ya;-$aBgo4-B8(Tw=N^^HHQd^kw2VPZI8+D$<99zZ z{zC)n?^`oM@}09EHZ>XKKd|{&l$5q31hbm4~s~7y8og#iN0O zPz58@R=m3#Qk9jC`@>!%k6qK_^LEF07x#!b412Qsdv>kZ(PK~p9mAea2kBlrrWS%f zGB;%i#|)k*PD-QQnmg6J+T6e+8t*K==nKjI<{dpZxt4=F%H9>8CcrBV>tU>5E zAEKz_n&f;%rP-yN({6dg7~(R<0xF&O*i))w=t-z9C2QN69mW)&lzVoqTZ=pEi&G?v z=EX93b9}%vs`UDi>-4Xr!eQez*6F(zUCdI(SiJw|$NyZQya9 zpmW7iT_)j`$lJjg2d_MIuA5qtY4t{#L+&V{)CTzoUAX73PPLURcS_-mm>_2);=N0* zhmhjd=4!T3)_BL zGUNS@aZ!I|Tz8C*t#nV~7~HW)$UUl@n!UrxxF`U0%?jXWE{$>-N60hkc&NX#r^Z6( z+zQZn?rzDg=5jZTx7v{?L9QxN` zZKv7V+N_^wTtcBtY`F-3xMUm>J7@E(eKBq(w6zw?x>zG*SxG7vaV5I_K**^zD|w=H zhC_vgO2)kckMZ?A>z5H2&0C@0g{3y{vFLhj#BxHV7%=s%h@65k$i;btz~Mr4p3ZY=2>HJpd_#LsH}!BWf}RIzGLl*FW5exc>RPxjDNDq zNAj;;ohZV|bU7tawW-?8A-vLx?jWgbFgPG&;Qkl}uju#k-$w`9w#Ryk1cA5?KfUT9wVk+;O`k(oZZf$UlG)v=09O z-Qahw%g0_LOUrpQyEpyLf6`|M0O0+>+>cY!x2<{N+>sg^Srxz~qhJXK*YM)BrB3l; zlhVxFxUq*)yo%~*z`T+&CUuhmi2*}!GuWJy-`cb-=UX{qP}Y)&%!2hAH4QSl@KF8j z+lDseZqGH8Zo|cH^A`%OS+8>UYLWC7FD=~d&qpHJ}=s?Z@=6;>%E>dby*J3+%7 z0&*}1dle3riHwFYm_Z|H2ktNffKN{U0HsIaspgNxcd*>cE2r7X zRXK0Gz>MVj6OU?1?rwEI543izGnY4gYvI@*N=Z?c|O)XYLRTk%POsq22T}x`J{x(DNv%{y z7LFwf+WDgI*H>CljN|P?*jGC)p(mHlF^ zr|#$RtBtxNMNTo*yPDT`I~b7QtK&I1#b|g}#Byl5yU!LREew%>c^ilYPtY(Gm!+s! zBD|ES5-h_kp|GpKAbXtTGJH_5Cn_iyF&Q*)agrf!i z@obVm0HgD*h+e|$T7`8mTFN-3nrspX3a1#yeZ@s{dWh4tEmkRGv=(;DxELd1TWB9C z+(X*)=oUk#!2-9Bm66rjCpc^$2$n)ryc9H8ZFm}uKcK^SmTX>X;=~ldhj}& zS9_v(7edp5G`4AZa5*#GsB@oX`=j#wYZ|$YEHyP5YWpL>%xF58sZD6K{1QB)!`EpA z)O%kfOB9Qf*;sDrUqjE$yump;xC6g6oi>T0Tqeo1ojrgU{{WA47|$I*1Xb9|qHSNe z2GP!V9`)nb%wb+zTSmU~jx_mpD9wDf_YtW-GXsssfY`_%k8h=L-Z7eUsp%H>lFJ(y z-CJ%~1RU@|>x}(tvc1z9Uoix+q&!HjKJu{SarxH~u6eDjEy3Qa9u*sd=75aBz|ICv z;qS+#JQO) zyjFeop>ubt*m*Y5G?Ebml+RKyr*3&WSBJ@7qpoYyN#4hf)3~XpMP;b0^F`*|#H6NV z>fy7T5&qHX>FreYJx>1K816Cq;G$xw{A5Top7=a{b6V{zB3r2AGB~!*Wg`RF@G+jC zV}touJtIg&uQPz8WsVQZxz2u^Q-kJ~y#|+4+H^T>?=5FU1{)U~;np#8OU*w*@aCt$hXDaiw{C%y-Ik5j#CBJxHSTZR~hHRN>f z^zT-uxDtNq2HKH!Jb8y4AE&3Otm$oJXyjm^%e1tvPYS)q)A`e=`I_ZgnYYZ!7IRB) zrAaiex_29yk9O+E`hFG5+sx+j>QH$X46E)G5Aik8YLW;owt_&|SLjIp0QFZZXDBx7 zH>~o%{yqNy)}cp66rG*NYY8OR-fU#;bPYvKaMA}*hby#ViqU9}jmvT_>qyw2on4dg zz%>?;^LVmQM-8z4K3J_SQWS&8L{Ph<5)tlr{*|4kgBOY;W*Etc55)kiRgy82x;xmV zdrOp_B0law>_HrgefGC*kjTw#=6@4JP74nBKD5_R@r-p<BU@T;+$8=m>TvPnrhIx*<6-82!=*Kyk5i}J8@oJ;!h6hcY3?n7nb(@CK0d_7DgD( z>~`usO?O@$)1|f7XKQ8hl2}a9o}pcOkI2_=V+E?+8PXVpjS9Z?#^4WPJ9VgyM;Ff% zMWeCi+IPc^ZEPcpWwZ<<3i3-PSl>+?QL;kZ8hlg8qK`C=Yz-xjzGcmBzqcErqr5}CB<6kyC|0LO<5+jKW&8( zST=T*0|VTHv=2}~HCINAX}%7SJv$CK9e}8`>)5Q~7n+Qg(?M|= zK2u5riwWVCRB$=ZPvTL{T4j>j{UKdL&yB7ldt)piyy#d0O0emXgZcLq+LFDEDEvt7 zqAbX`BPXpe!#QOwKIM#-@^%b1an9^#jC887-HpF^Vx()rpx}Xy>~o6w_{wo^-A{H@ zo$OkkK^kBvUU7lb{P+B8GVV}AdVAD!Uv4{#5`A%s&YtTa=awg$xYN|?p@(SWd|6=7 z&-VLB%WgQG6l9)0_CK9-5nPE>9Pmf2cUrW*bS?oPv6<($Zzlgawm)8HR9 zD@%3x9d)Y8lULc6Oit3okw(t)Fho!}VtNYo4IjhWPL-ovt28$^+gdBR(1+N-XJF3* z2ON6xYt8h_sV!~=QT9jwgvGCYq3v?>rfqO%DYjD7D#B;(sP%xgefcCP+3M5a@$wfwERUG1{&R)b2DS7|S<5&Wr(N%E<~0(yT+WZEsXq{zsgNNf#+oB_`x zI5;EHs(4{d?}~LDJ5tuJ5=fzt#}Zr@SlLM93;;Vv0{~=(Cb}EAWrq@xEY|Z|eW5-@ zS0pLkFuZlg(=;VnIv7x$5rxNL-0>WlC0 zYmBlEZq>;u`2k4mPo;Vmn>UvdDC{fG%%#gsMm>Kcs*Ooj=C;V~EhY*FBN)%MX~iIT zMo>Rrz3e~F=Uk*0cnVaIN403df3WbxXTIEu`I%GH^RXC7JyEETTqalTIa2%lqJRka z#y0_zpL%t~jT}tFk~%M~R~Mv@nDys|;QQ5ko3P7_j(DkZoTQuRazccgvpB6nFSmGy zP`&d0ed>;?{{Vjo3XJq4fyNKE2&=aqZI+E9L24R#;l$;JV=)3c`yII3=sBv^qs(yE zx9lt}Qb})wF$mRgzyv3|5ryNsanRL$R`P42+Kr>y6O~uChCu#fFaj`C@PE27jsdTt z<&&1Di&IwFjb}UE`C=Ojdy9Xxmn`#a`!NJ(%fS1D5;kWZ)w=QOy1t(#&8;gw)dFp* zMsb0j6>-Vql6%zJPM0RDsk|0ecGl>UF}!geFxcedrb*~A)6%^oOwePt8<`B;u=sHsu8r4&qHt#)~Jm&0Ea+ye7nX;HxJU1E*hil1}0=KOyOU2Ea4y!w2ouv^b2 z(Y9D*$rwEdAQCZ=#(MNM>`d_5C|#-u8Nu|XL#kWc0u_UH;+n+1dpBq3J1&UuZv|)? znAFnF+Tv>)uvw*7kbsJ$X8?64BE26}*6nn{W4w@+AbF_?{p7EYxK2M>=l>Dxj8t<_T!r1HN7@jJWq8j=p1{RGOej{| zETM8EQ^IGqd;MyxjQ2B5Jgf;nG3+vaQCXH&)7wG}gC(DVo^k3$Y;6(7P?3|2_wD{Q za+U2D({m}kPd1$6#Fuy&3k!kmmRhm2C6FNU@-}{e5AmwN8Fg#9RB`3AAN%cVTFwNT z!t*E@qfD;Sv)`rDFOq8kQ%x_*_!D9W#@ z@;#xOCB z-!c4o74KoH#;pY3#j)LkkF=_Z;^0t2jBo5$*qruQrhaiD2ndlc_q1liopa(L{J6?F4BJ+pSl<7dsB=Yk;#ax zptRiUb)OIEmO2i>qQQSG1P!Yahm`T06W^_I`mcoi9e-`NNo$QSSR;DaUYEBsdaC)K zE`2afdVh)`l{AZ=B2x_Q{;EK`wzp%9AI}E^oL7}ye|Yp#WRHO7Yp{84{#p|o6W%AB@ z4AmQeW{Tjb$!KI^Kj0?1;`F%NH@qsoW|`PICkNbf{VS%l)J?Uqf>hlPC2`er&2t_P zZMKq*GOQ2gD`xX-Dy&Ed#~CN5`4rTYWz1xsygui|c9C8nAj2z<+|H*8$NP>ytyA$p zxVg}c)ve;g1W06-2;8pkP%+$l^{fp-2`)_57QPgas^TX`k7Mk9QW{;=bWvFs18r%LJM_d~*&0TL1{FFFr>#0YP6>%nQL(|#YMQu*yJa3-Z{eMDNxdIz zdpQQ;T3dMt9QI`(ex9`z^tW!CTFwi$f>2T^<|6|gN&X-XI6Poitjl8^!ZRu^Sa4Wo zxjl2kv!o3rnnKQ;`CxS!=NagK8cwXal$s7y_BkyY@>SHXJg9`O3#`r7LZo1Tc=>$? zPAfwC$UNI2O_8#L8)S|N{5T-}+>UeWiqFiFG;vr%6|kB{Q#4>MW#FHf^O7^b?mJeO zofX}a+FDNlxj;t08eYK@OKxpncJ&A513h~<{{Vqvw355JB^y2zn;Kj;$bn*somZYf z+<3=sb6pcGjH7D+LG;dRmeA)ub<_FDDi%-}N3es8us)|Ix)r$?>(k#A<6}9!z5PGT z_b~8oihar8jp7VslkEkGZ#9%D>*xkJrp++i!0}b(yecuA1K13cRHeG(0GxN?uxe6w zd!00>G96MVuC1hoWekqLGS`@D5zD7uy|jwnSYjfRvoF`z*1Zzu=dY!4`uESyPS)U$ zexkjMweruE?9SOaQ>As#$V2A!$vEj+o*vQS)b8YK$<_-CZKioyw&y1S0rfx1u;FQ! z>XFNJb$4$!nQuDC&VVjF z$X{^I8BRgT$Ru%rTl%Hhxbf643=o)Ryn&;Xz@+(375e`GyOZm|=856eMw@!4)Ay0+1vp6Lo+>XLGNCaHxu1mLn09S zWDO$Zj!z(D00&$!s+~7$Md*oDojG&V-S6e6<>os@(yZ<8Clf-hWQ?IwHv+lm1d?%s z`DZoBc&kLV((Z-En<7c4%OgYrKJO+)>lyxIHQMRX$8mI)*KzEY;u)1EU`j9dzfic1VPgDx?mFA(Z4`)m4G+TIVtzv=^ zgxf0n%mc|14nL5(Zv{@M2yjS zpDqsodY*!^lHwaXG4|<_YwOi^+j7BGAkVi=#DCu^PeWe55lPTU^D(QIrzxM}3(_UG z-4B-t3bxV_woo@`Dtly}ao4>z(&q9vmPN9*wU${HHfSX|kPZu|0Bkq|pzlL@ku>n$ zq!+fxs_i4;)prr){M|tB^c_xdT~~+vKXY>%Pk9_si4Vyc1RaN*p8o)abWVJbvN&TK zobBg^^}S~2WvAH?5I=cyF({|F3IQjlek%Mw4)ygOWVdz_N_qvdsn1e>CwR& zWfLR1s1!-5K?VUR25=5~)H>3PQkICjEs^3rAn;zRr`^MGHJOgzs$8dOFABiKK6J&=lWHup6{;Tt23RFC~M#*lI(H20lt|$ zS1VwvbAE~*E&HOtwlTT6V8;Us_GO+vEJPHme^6gqyGTcOL1W}mZcoCsZW+Ggd`AJ zCdS-);DRb0IhN)K%bzXC8CgM4t&aYgtJilIGKlSOT1WdiCNR&EnHV4*K~g(({HvMi zc)iM$ZK2m`*EZKtiLIZ1u6QbaG1{e`H4+j4=bVo9=VDvEHs|d&O!6Z3{{WVXJqZ3G z?klI#JXdR|!V+dwW5FA~T>k*Go`#yf{Y>o9*6HxY4xi@*2PKsIXO1Ydkz>0=jxeDP z$0xX9*XhvKbQdr7S)+zPQTZb|0RI4ZdU_g5OZ6J1y0Kl(jD=6C^UvX$RVw?@wuYCw zxd(}Ki|d)AeL6Do?f@ZugP-Eb>5iw`y6rN}bnQAg<&Zn5%fC(S-l(nc2shw3I5f9f zjue%~0PbmhW}Fs?**7GSV(RAzN$Fl?;wHL#i86v%V}CXh%tph<3Ui$C$Mvq0P}IXY z!)LeBxf|Uw>sFAwF{aG$U9b`SVoEZ!&w$_hEswVV-$U?=e7rGui~$?S~}}qLknjj-%y7+HnOSO7<#G52is}y zRkWp#QM*+#BEX+Ktj-q;o`XF}>5B5|VR?01A4i16(yL3JZq06OLuYw;9{3=67yH0q zerBW|8PqNy5g;Xld6w((kP`t5J?A?V2f(B#qY$jxq?Wj|kY>=o-b-rNK*Eh=K)w;9%JqKA6uY zy{xAnPEV4qjrHg{_^Op@^V?K;mHw1%w8@q2Jj=v!{)ZqbAV7u8gXkBZKx#{G4asp9 zqY0inDJ%iDji8vaJmGWYryymCJC1M&J&km~5On#qA04bq3{oq3KrH3Fr)EqAZKF6i zBRRl0_2**i!f{XG6tJ?6IOVdHqe-P9epb(z{Py|1$=WO4o8`Jj%Bo7AGqP!XuD>J9 z?fh4MmIepEy7M(ZNsVIRt>?l7kV8PC@>#^o*Vr~DJLIDg)^<@yn6_ZQkMcWo}7@?0#1)^$lEn%i;( zz*XE2PB|y3IL&3;c#~1TvA40ey}9$Gj6)o3>Y-vJVUV^7-S5r`2{8Mt z?Hs%o_W`4gCEJB&VU56yuo>s3F`DVL9|NEGM5+R*)|tNGSe=+4j;ZMbi9*QasoUFFY(R$mKR>33Ffo7;(=<;Wvpm}hFS zUWm$e1kp>wYIU*An^G$cY?r06=VKIX;;^y4Oo)sE{Hes-l1bsK5i#zH>Im(^BN6t-ACu zhB~GmmD1Jz2PFO()NSJp8^=F5Du)O4s3*6(uvIq^G(hkP0F3=bc6yEHlC3P9cl^6m zB-JeSOF33-d0|S(8yLs2uOU^NyS3H(e_yFE%_?1cM4#vWMJFM^%#lqZvac%Y!GkH}9FK47TK*PGvu1V2#4mcL9X=^KB!79Qf5CTu zx)gsEdX(_3zGk#XUON>|l`FyBy}!(>;>jS<^iQ(d$Pzn8L{L;SU0n4$v(zAB$Njeh zwPNY_Eulu%f+dRKU_mjBdEbJ;bJ&ge=>$0;hnPhyc1)G+b=O$7+mTb4V z$7MCg!=-APwxA81EftuQGa2O|%g-d7e8<>v^{-LFJhqdv>i+;k=V{QC-J-5~AB5WC z-r^|CYZap9%AxsP$OEo~zgoE;882>7PpT zU0zwaMVnQ^N)cB&KM-m1YC1&8XzI5iNrjl;ZuBS6^saxxI!)D_Tkqj`renCo%p1%0 z$l#x)Z`9^HMatkSucD{Pj_Ot^UNr;T?-1-|*14B#=s4`NPF z&{M7DFj(9+aMCb9KMb0;YdzV8tgW6!h1kg|nK*KKv!0m8;0FS-byxB&oLlaaL&5}7 zeT!fW07uHr*#7{9 zd7h^)o3Cop4o}-!FQ8Bqe=78uk$%B;nI#?<3ai)dpX**=71Hlfj%Ef%x%2n>?inA} zyK?Dh;qyHVv95hin(30?O}1R}d0~Ud9jlwwZbh+RqwlUr83P`budK7i5Ed?~R0G&# z3gvZaw>C047$?wIs@2)-OGueB$t~8Q5-fRGm0JMyk&YMf^siO$#JU!PFNZB|QsO)N z$-K*0VM0RgZJVUsh8Z5i1CHlDSz&0`Qr!b_6k!jT#f}3Ig^*|SC+S{|u4`AG8}WUM zSf#J}R92BmaWp%aMyVNP41Vh4<~Zky=}OVD<DNbO8nvEKM(6I5dIO)K_9Cr(YM)Pv&d=?U+{qlX zKbQ7tL}gCi4oEo%(-q_TRPw8sEvLAJCjvGPF65a>#@17SeSccUoLjp&;I9;VANFmp z!}hqnxl4^s{%e*?3o$0|IgUSgK+Z}303x+C`=1ru>ULLpo+$`Z#;L85x2KnCU~D~umI!+>H}l(#dG>J)-dZf?{x*^N@b7BRJh)7JFi^jToMXJj7ac&m@ zW{y<^2?<@weKYs60X&1#rFu8SEq?1k(KO_<7SjEqS4pC{h)5nXpkS||BoD+_9pX(r zj+3Bya>o?0T00^)8DTL2Ks@7;KLJ%r?jcEgr#q+WC6+lcjq!p=C!bpCZ6!$jk~k!T zoOblC62yd2v4Ks*DDSs8_N?epDD$&*n{Y8r;C@Tg-rg5KxEsb6Z-B>1Agmk}xC!N&Z#A zz1v=06V>Ey6npd);=&E;c(F~pn!0`B3*)r>rM4f({Qi{tD+{aHr?#_0B;qLws2R@Q zNc=z}@vPhVA=5Qvw238TjW*m#f>cS=_P_vRob@Nttw%k|=HlK~M^0PIVyr#=#dWAP zYwXP$vcGcPi>X@JNg|mB$(2e!@PW=V{HvoZW{mD3vNAvV)xytieMg(0~A0DzzAO-9-oIJ2>e6nlt~v4Y@#O4hqr;lOD32(tJc z^VI&8&%>!(-o~!74c*3Y-~PJ4HSDHX-rTJeHp73XRwkc zQH5>Ex6t$a^H`cDg?;_IBh002Q|1iLKX`i$zTMB#uIX3b=tCP@%aF$BJn{ZPtyu5W zI{#azjY>+tbT;`#4W=4rr zvmOBINvtYX=YB_38ZKHGt9vb#+|o2+H<)g0b!G=Vj)3#lsMwKjtk_8$k=Vg^Q*3-(s{Q24(4hS8I z2LyK=Ju9-4gN@@W_X@aK(_Zq>?dO3NKeVBVpmxM}5Dt;ZydFJAO!okK)N6Z@+MTAz z^4rg6epzM+EpG;Tf;PuEKa!LF>8^fRrql1{(=WjnFcFC{fifSu{>1bn)Eeclhvt0U zj@-7oiuN=49Rg0yLW7nkfCh8yD&O{2p)0D0O77!x5CHnpcx7RVHo2AK63DrTZUltx zeY5<9YsalacXQ7LcjYr0LIrlZb4vaj5kN6fy*)O%K# zOlqf5bLzjZ>+vEOx|Jf~GlZMMTArJkE^MSQ?cOJicgD+%?#S(rTB(1htT(rJHt^d^ zZD|l;cjgt|-yr!$a%5I;IL|ff_K&l`w-#nmCB?pupuVsznxYW`}&;*&B2@rCuc8m^$4svmd?DY={Mtnst znPj&*ZO&uz<6sCf1>EPU05Xnx(Sa@2)rq4 zpDWLb&7)Q$p$O`y>H}a_4Yr^)4-PD|O!C} zT|aD%Ap1Feq?O5#Zd_+?I6Q&rQ$={TJ|3QI$g}MV2u!jQ{8;V)tZgz2&kam0H2vN!fhP}GEdUAr0*R_#8X#yMcpb1{7tA$=4uWtqKvF7B!CNtCn|>o z6)n$h!@WgqrnHxKlTU3AkkYghTs)+-1sox12T(@z$8MhW+*)`tD7A|#NUa2R7K*XY z=HvY!WIISR$@#Dd&PH%LR&R|oF)i$xj27{UX1EZ!JA{ST0Bj?SFkF@+wF+srRXU3C zQGf6Zczh+P>a&5T*iSMu5VI86n9ehk#ww)3RQkq3Zm zgGeKuYc~;&`l+-p%- z+^W7wZn(!E<6khV)Ts2=nCd*^pd$?@z z-N`1Cr(4?EZ=P#*@-2=s)7@j{e0nBH{{VQ8?$;NqTa7Z=^tA@&@!U%wjfvd+<8d88 z&Oq*Rc+Gm$DX2!v`tv?+q@`Y?pM8tw@$XX7C52c*GO?ZlkN_AR3FD5n-*|H7Z?kT> zV$(YoIqja+<~m1)wTD-@xmdEq6;_w#QI44CE3DIQUeSD+5UZ)f1KPQ3$_d&I_BuYN zIK|3J$E86k$Tl|zv93eJ`W5`zoD*6N)~?^Z0q|mOyRqCJoOCsM&r{qK1_v4MS}%U2 zASar-c&N2$ZjMHrUW6$h*|e`IN6h$EE!S^<&|~qYS~OET5fC1C%0cLGbDzv{^r&@B zN6WCeljRC95a*npKbfj_*ODa4&@$pA+8FfCF`vSmYA6LpmN)RL) zHjExf#b-;X+u84yS%GZ-025@B>-DZ%QSlwdrz6{1D{LQlmggVsH(^>`$=uD}MeTlj zYps^H^JS6CJ0H3@Ip^B4?kwlDwX`!v(fRQC(W?RojFY#ou+QU6f+UR;xiYvQkT^~b zK*v%&dS~fZ?q<2ZU$tJ$(iY(hwo4yxZ_|&H3)v9ipIRVxJ!bz z@Xsn^mspDed-FwVs7dN67U0=$^i)RgWzYj~RDWwhasR4u@Nq3mle=E*K4 zcLdwsDgOXmtM|Q~e~atZmRTf;h-+z8eTHhxH&I*>=0<3??^G zi2*;KV^5 z9S3^CRAo`~Tyd$%qegbGe72t>NsYt;amdN!{#C6L!E91cqTOLkF4LBFBd&V^{VE>_ z=quw$^*gT-&ou8G!ZIz?071w zpYHX(=dFarVeX?>OMk;09mW1-a?OxWe)VfeYp958dk;TPx-A^A?p!xONK$?O0MBgw zS47lwO-|fumbkTfRYcLY_@ADeyB}kNU3B__T0mijBtXC2P(KRhsVQNaNovn~6zSrr zsMAVG^)A5-64^}z#9UcCX5QdPa>hQ2Thyj@lhm#cRjG9E3+Q@giq`LHmoDFZ<{5X# z`(3fy6~(uRE;PMfJAw;aP4diuXCLhW{QXB2-e`9g*H(as4-+;N9&j)?9=_F%I(0pa zW}c6KQ|IboULLHV_BeZa=lfO7jjx+Ew=t_a?^Vygf5VgMUG|?aveO~jcDalUV+3S# z^r;anZ7v!}VTlU#A%CZD!m)L0(Ajis9^iDY8kN1YmnyKZ*jvk9q?ekA^PE zk0sD^_qnF5sCgwvQ$W)ESSzegw%PRYFBnoU5yEC?c=+#z7R*YDTY>6+^HZx zDZ%%x9a~;HuZK)p&GZ(Nhjv&jqR84#Kw`(9dtiI!qMK3v-ickJw}y31vK3MU!_|kc zxUOSVu!8ZnW&FhjLbQYedjdyXdeu2D`W%%o?xm_V@5B1s^sfy60B6ajHlYRM$pzd2 zXMv?>{o<3C+)h-LIKcL*IugkRp^@jA;V7_MtgHzTBNBj|4E6m5aN0z=hM8izJVrE) zpl?Bbz3`hYjn0)$PCc{pC)-yM^H!NDVl;sGB23BV3h(Tx{MPD+)lTejhTuCZz>4OD+us9U~mpSzMU#NJwUC> zI=FSpIbS+Cb0W%4*NF8X{=Ge_o{N3<$dQBm+d({6V;{q~ zX0b48I*jb6?=7ei0zC;iIQ*-X@kW_1g0;Ob{t@e!g5KpAN{uG$5rLL1)EtgILB(}_ zO0ToMO*GTq_wc=WJ!?|dX)QF@ki(nF*AX23)+3DlI@dP_spQ>$ z_fdtJ&`7GN1_A0Af%y91*Go2|YLE-pl@{C}D9qR&FwgR?7}AwCndHi&siaYt1(X^k zs8V-M<2^S!da?IEkgh*c)nwILSakJ5h}&eik%>h;E5fpj>T`*~SglNllP_(j+36)?CHPi6Zu=&r^`=jak z)|I>#t1BhN$W>pw$T9)+2f3KAd8xw)2PVamwaABK8X611^gD?&(MatJ(w z?Owb6g{I{BmhkcFm=&F>_)ktF%~*EloFOZp!nLP}idL{GqZdrp=a$J{cM-fzwVBu; z&u+Cs>Ls7VjNowb#-suKK(RlEBlWAT;l;SSNk#k?5L!d#iDrz=i50qS9I!tx^7N_1 z*BXwmajM*+44uVe-LxEF02`1A%V6}*E7QVJg0)olJv)?ZJ6jyvKmx81}P9K*v=X!R?i<$wtV>l`YBV@!a44BF)iA`Rzsoa^t$>AEs-IzlCnXT|l{FrJXjMd-8hooEj~rr0dk^Z+t=h zzkeGaw6fYa?n!gKqru2Hz$B2Z^&a)nM2vhzV8lK0LvEJBHo}jURGf}^c96dA)xqdd zI_hysPSYC+2yu;}M(%yM9^BVeqR%#!;wNXl4{oIgnBW3(x#PbZfzMBvVy-cc$l42< zB@Gi!U2nv<8eoRg{bsVa5;TT{nlc ze=p)KjFI^v8scSLm{w$1T<$755(p>iDo-8g-`Kt;7s|i7)DX+lfg<5w^Wnb}S=ElM zmqw>8UQXp3)OXX-+>^DA2m^|-rCj}&NV2y_K;Bx6ZVFj|!Nz*hLgM30FmMw_n^_m>TM4MgU=(J?dLeI@b;yHb2fQq)j5!oQP8$h!`TXZuF@wqTL+6 zdaopH!CKFqbkLO~M(<&ArIlI(IF#(OKFx{FP%F5osT2^!g~D==Upa~s@vW~z>*YvvJ4-P`-94# ztz*WqOt?hB^xi*8C9#yuw+JPU;Rnko9FgeQ>OWdiYpG6?dmVP20_k^>xn1_xDgy;P zZqE(vp8o)aMR3yF-5A&9Q_6GtR9aT5w-F0Vk`jDlYhYyhgT{ZKtxu|IF~o?EFpc(Z zell^>r_>t4QRmQ< zzDDzaFXVuvf_NUi1`m4fExsRVXs}#Gb#%930g`BC`D7$=b}%Cc(~8!P7FN1?os=;Y z;{E-Z&t6T=q+(~d2c1eY@#$jGo}eWe-7PitCA~8p(a?-%A5_u zIR5|&iKl|z*hGqozJOPi^^4QwOI=JA2P&M;p!=)sk%Zmyrf>(T>sYg1?|uzZy}K(R z8;KP}&y$eVaHFN!>r%t0qkb!ZdJ+x@$UTU`{S8*oqc-=KsWrrg>Nt`JWn+~{fIeAO z`keFLvli`;XEmLuY8P-yw@|PfPnJVqgWm*Keg~eM+*ZuFQCzJ)r1vkSSonquRMh5- z+MwSi{{S;|gbl>x@t$}bepNQNsoZO=CB4*E62At z&wX@N4D496e<26Z0l}`4$`mLW7%HIKxb_}{{Cd}~duW-x3My?@srGg(m=#LL2*Qjj zKdnJ9RVx{0^E1cNmsQuys~l0m6cEBTszkW|0D%&DCbA~gV=j|#8$z6)N>)wicXP@q zbLstmUP#qgg1#mjh7zFML|RX}^|O z?z0=N?n(Mw)L1@ZM3M?@>w+~2#GFK?cJ5y<%b}GzmL6ntom1%bsf#I z4dpm+T<#!)kT7ebvefTx?oHI?enJo`0H7AnL7!t&R!%YIhhxn4cBr90v-tM@x}&l4 z77KWx-psK^u_0spDljRLUu=H0if-CL)|w~BR<8xpZth#M)dg)%;?GbFq;9}*hOT?W zUUj|uT-!!pbR|ht$prcz!>3xSXLwACp@`P zjF#yfXXXHR=Rf0BJXFxn1*^ku4b-yjK^kS7kGp}_wRL-GPJYfv_b`}cgq7O8`u_l3 z3tDa3PiHN(lN8_gc;h+GKHWuC)ox<6xVCR7Lh@xtxDwx7UQZz#6tuw=J;JCR`Q)1ErGu${E39(MhGYo*b( zSfn9*^^md>qZs6Ja54UPu36!nTX#Gfm9FfOb5ytf)Rx}W6J@ozEh3Zhv-Z!Z9e%j1 ztyfdD)9t?h0Pe>Dx(09S^cky~rmr20Cfyi4(+reM7Rml!Q(U6i+(~oxyMZLPJ)D9< z5B77@>-?)owf2nTN>VD%9M{u%mwTXx8S+%(Mj!2ebbEFBRhS_L-zpLdbUXks0rnlu zNa-94`@|%k#l}z8smXX`*=@(7D=lm+I+f3DI$XDrGZ}u*8*mt?V%3c2Zl-R?%D21Jtm5*axtUNL;ZGT& zy6@~eOaNd>2pHVi$)dC8U5Msgj*c^GNx(b3&hO_*b7^mSsIMqpy$Im_53M`HwszY3 z8^S|dC(E=PHva%aj+GyXpwq1GQrglsNkGhv=CQ!+IW?@Zs;WHEYTq<;`#Va{b1v`0 zmpCtLa~qHDG63J7O2hvEgi`YUW&+*Nslj&r*az$1@UE*#w|N`PXKyP!5APrFu7D_5 z`hmv)b*~>0UU+%BYjku%hL@4WSa=fh)%X7ZZb+Z(#|}s8f2C~4r(IdN-6S_EJDB{o z{IWs)D{>}e&zJ{Jao&>YSCXeAvCnG4RqOmsr*BWqf0?{v8`{U7c+lEe+Sx~AZ}v%U z?ufV%5~#`mR;k~sh#DvqhBX|h<(t!EnCm1R=7#!r8(T=D1zI|*~bO5eyI>0EZQ z&ad+4Y3HqdCIYLS1t-+v#Z%;-hi&kqRgMip`$%A_C5TTReN%$JOg3@sYt>D_POX9O z+P-kmFHM(;?dHzSnIC}_=(nCdw~TofP|JMkKX`X-L_UD^Z^Msz?WE=Kq$eBMoz}G- zmF0}qm#D7<>$XKF@*wsjs6DI6ZV3k<9tCq_aPp}aHmz^zp6*Xt z6lcpfzv2G?4t3fFodi~&YP*4Cnsgus{uLtt59WP(R!*lRz8ln+`!)$@vXzTZ97Fv_ z`(S!|R>U{sZvDWh-b}u`Py@vn@wFlpVx2eso7axQmawf z5Y4JN88VD8$RncE0)t&QPfOA*L?nF z2Eqp9AKoq9ee1H08Zu3-EDEe?^0v3xuj~BH=9O6WsAQ0ZC0yk86{NlryGTPze4+82 zEJTmYoc@(XblZyy^n1OJ2;@3v0Q={qXyBrDLaLU<%{#*v7wFQ@<}v}2gM}YcO~2Ev zt!?B;oFm|YwAK5aaIL?S1chVAARK17o2$_?lI{WyxICX>?@@^o$gDQpj>_Px1CS4)seadpRy^PXpRIao=^mFloRo*^QA2fT z7$=u-r!le)OLpVyR;^>Uv$0VM2Xo1hhs;lZrBIIUI2o9zC5AES{{Yvi<+@3w^Ho6g zU+YyS`7C2fiu%*3<^6t!-M!hjvyyZ7fWp=zJd(?nW4V}Q`x2`KGU8^0+qNe30b~c(-t@5ffE3x42IH+|$4qa(PGI_f(kc>NegITtB-b;Wa zR#VV}T`FsyeXo;sA$0@g$<8awo18Cp+2mAHjMJy8Ir!W%f?p@zrdgFw2ALL-b$fRs z!cseOav6ci`VRGaZwOxb1?}$<+zjn_%7ggi;+e}t z!$t`?YktQJt3sq@B(z($NueyBAiHawV%^~p6XaUV0pRpvIub|aSNu(31`efZ5Q&2i zH5B9(>67j_=hNv*vWUcYD6FgZer~EqV@|!jM}^hgEG`IaoDM~DPIWz^va;>^4uo84 zMx{4({aoj*E^Va0wz9jB#|_kiCuKN0Ph5Iur{iA5ryFSPQY(1UC}L2Eh%l(5uodCj ze~ENmGfLI%?=5D$zqwHiMFQ-I4tH)RuH&8o`=YK|{8GA#6}Me3GrJ1R_XHF80bfgl z!^)IXioNwb{Nl7LRkR+F)7Q-Q@iMsUk?CG3@k3TkOT{NnRYM(wVlqc}Y%$N%kEb=i zZSexu<~O&wid!p?GaPKemQSM$VEZ4;*Ols5UuoB`=E;9DMsk0Vt?D^nmPqkAZFbJq zEk{gy4=xKdS)MW(&VEz31dn>u@H1LpXh}WYpt`@eo#KtA`NA#%1wr{&spJgT38k}( zc^UJy6#oD!?*1Pym!n8?!`u^(qNuJ6%B!bCnQm4RlAN8+f=wdw^_Yu@Z9zZ57nt9v z0DiTFeem}7cQTD_<|m>{7SGfkKPvB_R8f~W0A%w?BRexLzo+Z| zcRFQhJ9Iq0KMLPjT&zOX_nwXbaDU)c&{}w6WdZLl<6l&b21nGI>?B2K`i36$%WC%W zLoj{rVq?eqC(^nw)v97=?A@+oDp%Gfg|)T4lr0=`h6Lo3$v@JO&7!yfHva%)w4chI z;fqZ#QAwe=iJIX#&z!?@{Q>P&JV_P5hNKdoni+}m&=6gS>N);(>&Gdm*EFQ9^MB-G zsdGz}Zb^524V{#?ax7~UVoiM12gZ*qM}=jmEk*EZIc$qlwZ2P}R4PpwkC)Zp5%#GyR1 z!mdC9v#l-fb^Ti3OVgbBv$xE|Wnw|qo9X)SJJ)PrlI4m$A99R4By`>a&=X$QTK?`F z+S!oXaq_ge%Bl6o-XrOn^iLVswf_Kvb$f8Rb8OC_4CR;S828H7Z~P>>Cxon%Mbn~| z`tIF1w6(*?Jz7>IDiV1)Ip?KwE%6h?8i11O*52CE&NnK#9%D({0g3s!>9u;`WY=65 zENpnS9ZK~*qDK-e;-60iPn#v26J31Gh71^x!@hR0IQ1ET9u;CbQU5Sn$fymYOCmrArbI%11dMj={OEa{mBWvc8H#HLP*X z<%CrZ@idVR2bOYIj{8X-g0)h1vC!{p9L}F@Yj1xYq<2PJ$CSqIB}GLT=rB&>kUnqH ztjBRA8f2FCla;%^QylK(gB&S>%1>ZlAfH47y(~Akw#jkj!)zFZiKbn%NEfgYZ8+>Y za5LPJbC&15O1X+m3|E>3O#6Y%37 z-6QfiH3ad)Zxz??-dkARBP7YQa~rd9JENaDBqQbjQ!LJ*Ck=IhTNrDy4v5l1fj$nE2d0;4w=jTChT zHRw-n_0d}Ef>?Gz1W_%zFP9s{#JU6Wf?Fp8B#r>c7^;k{tXwXlbshk+S^Re;+-05^ zEnW9FK*dr%zNhB=1$TZd(joB%hc%j@YorECSN`mn;C&mR`q!9PYnsN2?+%|lL+u+G z)=092lyC;__&6gyiLLD?;#re?TE3MmCL@V%Ek@;!-J>M19_m_>^Es-lfbI-CNykDu zFg)}=waeSyD96lL0yFfkcOG32MvY%-8}%oPSJf=bMnccGjoAq&<#;j3+ax~t=-+|-D=Rkom;ruSTcm^f)^+`qu}T(jT}RxLkU<^6>MNFbN>5uD z)WOr1+B3grgp4|{AMX$RtU`Lc|~TkHFU&x6yxZ>TJklwvJCKB$dk$irjK} z?OusD*x@+Z%66ZpO#U_DGdu5)uq5O1uCKxR>>6g2;^uaaC3b9qliQ&0 zliIz0Z+hn>V|bpy_LOkIkVvjC#nah9BfmRV>u`f`>mnY<*BHq3tQ)_G62QqUT6fAx z0LwND55RwoRnxq4r#7;;I?k0Ow%$v{<;Lp!OJghn#(2o>)}2~XsUAr!8P|oEvY$V1 z#G2h&{^lqYkR1HXI;!_I(_QI0Y}#Vm2o@m_J0xGc4sr-SzWwWy@YUQNY|jkauza|; zU@=_vBi9(NnoFNC7BR_g)$@3dX-=mq(#O(Qe%Z&DVCJMUAdYJ*=uB@Qj$D98Bp$fOem@>7SW=Bi z*{)X3RN|uLA9+W9>-_%!t<6bpgOig`ms8%L(zI<)Qp+(|;vFU{kte#2^`UX$yQq-) zS4i#X=vVa_t(`7i4vKYSC3I5}Pj@$y3m<(ocF?T1A(@ECX$}ec3ag|_x^fY4 zrDq2u8cj!8l5d&hC$Pz^+m+l=ZOO@YGc~A^7mLYqS0rQ7qtfo#Si;9B^$Xjn-Z=&{ z&*fZ&tc5;iB^i!To{T*{wa{t0%#e`L$W@1-t}5zkSG%#zUP^ay+^Z$M#f08e&PY8Q z7|lF51FmaBR=ST-x55I`k-!6zYPF|_F6Ke!T*nb3J5fu2g=ZgmU72&VwFs_45J9a7 zH8Q6HOnxZUf8og)Cd;~jcncIn@mC5MZP zn|l~K%2QO*yJt$lKD99D2W#P7%oKH~Rt?OU2wm8aX-znL0b$#6e=EQ2M9AoK0V zO3sb+wc!cuZf@kfavtu~m|_I~0ILiJSbLtC^d9wt;)~=K$n7eLQHa4j z;Ep)@fmQE(X{AATVA?L5IF8oTTgcL~#%ISnh#AK@=c&(X^zamAIQw3xtiuqU6-n;* z{=Cm+7YLEA217VN1a@F4)znhZbj#}D0B2DpU$0Opx;UIst6EpT2#hA4yL>0 z-MH_B$pr6CJi4KPhAQ`TAu;+jjAM08! zU_3bt0O+g5U_N2EB4Er>zGU5u`&VST4w-zZ| zQi5BU!R>MK=O6XZ(OB0S#kHlxmhZWwiMGF#11KY?&SGR@AxIGEZ(UY)*8L` zk9i|oO(LwTvQZmja2*fSR@zR|o%@Rx=Op#4onpv9Sb!NDfWx3Zm0v}@XzmTPr{vG> z&!P1EYpzYL4}TYjQ(n?1s9F_{*${oz0Y~`OlyVKDBlWCXNq=;>JYueyNI)@)_-RSX zqnx*9GlIR12AO1y)k2ewpl}cMtm~N@IUIY_l3l5s?mnKC14DIkg`k2*9-wjgn!b6| zl1Y99#wssUi}9HAw1K}Hl67J9IUm-!OVtmj!E@IDD-tu*e~7P0x$u?drp7DRNG;iv zuvQHtVCMrI53OPA{u9^r4-v(tXj)gHIkS+1@nk;(~Q zoT7zKraww!J4qWb1J`zOj(sZ~B@A)c_4;~Kyypav$Bw-4aa~VRxvX@WSBS23mXbD= z=7*~z9R6OF>UKBr>UODdX>zbBjiZuNoZyat4twIfPfWA8*7X5v03m+#t^nRZA-@OQ zT=IXQ73(@>rM{hDntip1XC+ij+umNlfI0*3UOqB}J)&@Sk=U{D_D+>mbgOUDt zsv3T$9l`>nlaE^46Qs}|J3IOUIpf~9x~Q!8HRY8lX|cq|ra=ax%{dQikC7WZHhLdX z>08eFDq4g{<}+jX0xA!n#%fJM#7L(IrB7<+wEZ!y^@46(n^j!I3CLz7=XcZk*Cj|= z@{{OwxpT!d*_Glr<9Xwf7gZo&=e={%7mVT5j`_`c>uDNg`fQcsi3sJ4dxz;KD3O^&wczDcAWfvIj{d~@;;^Mv6yC9LYIc*3L$|VDl zFh)cAWL5+^R8s0?(Ek9U;1!JLmj3__oK#Y2O*XRTCu3#uuw4HDA30I&-nz>hC5gS1Q-#`T?u^vcIJVolV^6bZU>6_f)~?AqTO%MCWjJI0dsK5=q)-74c^@%7O>^3& ztrfa9Sc8vR>gG^Zj^`9%D$=~RDEPYG+GA&_K78vp-Hh-by68LJis{>4^ z5%+FAf$NNY0sJb9PyM)_RDiTHbX<|Y9R6HZ&Ax!KghY&kk-{${(y^YdDZhBj6PRJB z!O(H$zhRp0vlf+Ob#Zwz&m@N;RQ@mr93FCO%XK|=>sGiM=5&om%Nmn`_4Tg*09&xN z*L20Tn#o|5SLT`x>gBlm%6QMOuQlY?vD|4l@>$&|^JDMXf#^rE73pAT)8=kY@;v$D z;VMdvC1k%7L(FJnUIOvgInP>r8pqjg10u&E+EvzJxm4 zt5xu8#=CzA6Ap=Lse)OV+wo&jcxS@8!r$sTH;MF_B)66@w)b(kc-A=hP>eZV zxd4E2PY0UWvhcR0rUZuFnI(ASHZrzj{Ry9A*I?)OJQZ6jcUbCK4x zeB@B7!Bpe8tc6R9YP72UXxRW_;HguQ-_dpXphel;7y@pYG8{QiWK`JDO6Xt(nQa<6CBRcS3`92@<)Y0kFS7p>(>c3F}3j)<*{qU7b6 za(LtcSToGmCDu7Ik&H_so`?IZ>QA+Hz7@08t+eZ_{T2n5SrL}zY1}G6*d1kZ0Kg<* z4*2G}X~Rpi&aGG4J9I7RS{mqDV(L2SE9AR_1T(8|&jTTI!8?h`=OdnLI$dt%?yfIw zE*5q&BBz&yHv5}yLlMJn8+qgaaop7RaanzXZO*6WnWc4;?D83-jQ;>|I10N!JZ;G= zMyHw{9h6pf${lT2Fv~KiC_o@K#p68ZoZ~*mx_Om^q@s?R9Zu>CYvk2ZOPxKW z5>GYE?JUYR9AE-U5LJjgWCPcwV2i6uEnw`mwYi8qW_w1HbW-n9M2Zhiqdxm{-m)xj zF22R8sF7fuv%sX&8assvo za7P)e+t%pIp6^6FTEHN-Xa}6~+X-Z6kfH;)hgC#g03#=!gl4)g3V0h-@hr&Ey4mS5 zOXi!ULRMGln8Ew(I%NE-&t8?x#djoj^4+AnL=(D1;El}N3pmH76?yeO=DwWJ?FFxg zG|OkeXe{E4kTKB!relbkidH=L#orAhy|#(;8QR+J*eeL+ekWo4d-|-O?Q}iIdh$D~ zNo?nyJL_oRxCM;xxpE*wuU|PEDh&eZ8BRD31A!nk&FZMKGkbPy0?K~ zdpKi~_EEkOAui4HZD((D(0zFItY#NCan4D@ER3@+AA6jP`|<`qrC9=7U1Hs>+}qha zXtB&!8<@xQ9oySNfaK+Rl0f7U&PFQcm33*U zS~igSB@3VPt+V+3RQ_O3ro)TFjRUKqTb`GEl-Zc+~H=Yl$CzfMhU+uqu0 z7r$+JWsYD1VPgbivEYo3#Cm5Qm7M(Fg z!5xierP3wKJZQ@v;sUYG(dnN509xv8Ak^A>xHN}?{w540kIz?@GsXv&;aG(^!RENz z>rb;@yf)0oX>22s0c`TPZihXy&#h%Rr?D}YBf2_EITByG`(L;w=B zdVY1p>9+zy<|AcC7(aL)LtPcD`y^LJC3BTE&$BzC`OzKCv4FS$f!H46uG#Asmp1X) z+}uqfM7v@PETB zUWaw3YBQ!Iw_%>{!AI*^so{fWF11UDP4(n({_Y46uv`pqKZ%ZU(~i~Y;4cZ@OL8$B zvZu>)&TiuiG|?YIdUiaD$%5%oCW(M7U3Tzt2Yh;0d8T|n@h+on_KWdvWEUw6Q_H!; zVocS%6|+~!~D6hlcVvHOH9E_ZEjP$Nd zT`F>izI5U7e!<=BdL6~PD7R<1jK>SJEF(X3@_n*vA5poBUb%|KW^6Q}%PGSRyqq6i z-;HSbD}Kz;+AJ~0v}}o3u1kh~KDlH=3!U)h^sA;j88)z+`Mb7|NLpsGab`EjeS2?Tc zk1A#`7DYKz&=cru8kG89Lwa>Nqi4Bl{#`Y}@)kg!^w6(Akgq?uiIQm+HVy+E0oN7Y zXjZoI*rHrv?g$25_$PO#J%vfC_;XIWwP{vp)^F}?ApU(TIu(^U%eTw&DixJKb=>n) zF4OZbK8CB!bT==`F;}%+GD`^xuxxb<8?`|CTD6+oZynBY&3km5XC7#o*2Jj0G65)V ziZkt2BaPgsW(W!HY7I8ROWC#{WA06QE{oxfJ_}(iv&ZKT;M!Q4=fqZwJ=M8TuDN-b zX>X^+9Aag5K%jo?s6VKu>agiI2*TY+Vh+Y-0m1hx!KpQCOE$5RBqBL6@-l!JH*TNG zv$RbzWI*>I8Jh)$bGMF_uqJkh^0w9?ZyY^TOVf{c}bet zW{I0?B#3q%GC3TB=xdGfK8w7*qh|{v44EMeNZXT~XP!S=(v2v}QFUIOKj5Bn%xJ~R zRO8DjdECPi%RHWA$kH(+o$X34HXoSa0mvO|IcF@RX~%quUHl+3Y zeklr)jI0Ri4+MS{^7B%sEwnv4mX^%F=OY2PY5H(#yskH5pfYWLy_!iR`ijPF%T`Qb zW?*Z-Ey6hJ%eB4n)AasTgK@3i>Cn7ZcN0YNsSHub03HeY)~AT>))WrhkPa8r_O3Dl z_Y?1v=XO0kYwL3P%2;@}zx)x$45d}Kv1S!>5Zc>7;0h~t+f9$iUou5j?mZ~3?o+dx zB-)mt1h%Pcu@{t(PQjhLbw7}%>DpbKGJU4`Csm0|k~G+jKvl`ux!lLx@G;+t; z!i^o>q;uL8+S>_5ta+vpVqleA5cr3Zss?@c_V4#T<}8SMtyJy zIQOlyd?eg~%91|$$OF{pztXjiDMp%7>+=4)c?zWlrDR@`Rh5~8jiV%q2P3s|o-gn& zhvMWddjYq+T!g%UsE{7PyE^)V&!H93DJ#o)JI5+~yc3QGslfjL_0lZJQrZ`mt zuRuETdFe_ukU-*034bl%JUT z*VmekooB0Q^6C1Gpt!YkA?@EFA5y2TLBI?SLFry2;=hF&zJ}6WXpu>&Y2!REGsWyz z_{UyXuq1(A-V+@fiJM0*^36=xjySzye#0| zNOlxkj>mhY=rLGL6fhGm&I`{b;N7y_vDEri*(8G1F(m9?)3ZAyNEL!k}ytd()i+(kADYJPLim;XCpoR=9zG9-H8vxQegbv zgX`^D+HyyzX+CxByzorTw`1d;x%@g~@vR+CO^)U!z{tpDIOs=1TkO+s+CHPpC>-Q)|dSXk1w?3 zx6kBi>c{&!%HB&0dFGLuX~qaclh@lAKU&VTySdgbKu2%0uMa5C&FnwV6*Zmp-TL`f z>U^d+XU_v2ey5u0bj>;&IAc;aMx&-HDm1jTmc7DH*?Z00exIi7K*2xy)ZJHFh9`>B z9jMsl@sd4pOx1M-w2gus5;pzn;Xd0fZf`kCb|ZAI5&1 z4&+y7;U9z-`lCmE;#j1!w9esX4knwv8z1Vy-ob>Hd3FLo$!utf`apjHtoq8TRM#q?46mh9%(cVILzr;P)K!>s}+o zzHWQn`u_mI{L66YTa)*H=_G*24*jDCZ>joJD|r)2L}hY7d;&Z7{&fMrP~KT?ae~Js za((`Wuy1uJ?fh6`Q}V;LCIs-C@Nhkc%HN5nJW`!Mccs6t>*dteo*q(meU7^aR{#DIgc(t!1WrijZV~1X? z^v!azUyENc{P`HLZ#|iIG7OKD44mW)XQg&vvZ*J}Q62Sb(}t1U@AW+z2yP{7Sf(Tr zL5K+=Bd;SlM#1QK^z^B$^+*n%ZzRaz z{JvulNf^lEo|P5;uQblSToGHsyL_?+<{Nq)$C7&UUqc!#Eq6I1jg)0)syjB7b{8Xo z@7B4EZf1(bba}Nk5%tc+16idPa$Nai&`>)V9EW?L%Q#x!@dN4D*3q6RM+Rk0aW) z?Gw&CPvDW^{W+)AHOLZ6i8hJYNb3;Bb`A*vn0K@V0FAX-JV_?6XL~Hr-b0VG-YU8kBj%4`8%PchPIv~RiXBr_yNgh|fhI*89(c+u zQODRSAOQw>&rh#fxH%>76x))pu)%R9<))itgxyTxVpx|Ow+@WMq5QZ6`c%-j`gO?B zKYU`s#_^AuSw?chJrH5>p2sJWYpc?HF{|nNMx(DoX(ZaE-zI#5@iv7jvgs3~Y}@xn7v#Xe0hFKD)YU5#q?t~}_6vPM*5Vswk81^9sFAlF z2RR^h>(8*SYSBJ0=-1L4eNGuHnN9@JgCrz&;{ns?SMjeFw@8fB$8jW<^U0okBpMG)HpsGPcr5AZ-K{2LPV+k$ATYB8#Zj z7kAu|;eUG}9LO=%I$-|*5&UY5cOPgCE#>_42;Ac8;H&Y-k=8)}pzZ*857A>=*Hvu5j_IASZIL8?%*f(9*gacGTlF z82OIpYTVBOHAODP7vgo7wXt zx4Q5ri7aiBZ6fSmg>u3nC+|PmKQ{*h1B26=n*PDHom*AWF94SM$`rVY@Wca1n?Wk= zjyd2Tz3*Ax3-M;59QHaw{i5p%WVn({lL#l}0|1l8I{MeETin~~){L`-aOz_vcwjv; zJ?kYlpDc)VB^}QKcm|!XJ)T%FAtWSYIs2{o{{TAZEf@@;7$gi=QQ~g^#MU?0T2O17 z)>u5XayNk+a-jQ+b^hq}u0hMkavKbo;HwM}M`P|fQmJd`cHwF#qBbqAQYi^=0^=ul zK~-nlsNK6HGl<4=Qa#Ll$3DKbhpOKdyG4ftMstQ41-_o&&W6?Og@gUJ8>nwqFt+mA z&*hET<9d)m9Mg?Etw^nkYF3HW$M$_D2-+Z4M=VI*9E2DjF&t+ka5x#Qy)Rfxt94-i z065@*URyS}*9>4qQLzYBPn0+yXCv1<)!jExHgY?|B$A;y8BL=-$6jm8#$X+9d2U@Q z>uDaX_QAMdl53;W?L-lIvjOJgC;gG=D}eBJsr|F5w&=EtWb-5*hob&x`B#3^0|8(# zdJNZ1osDn?Nvm^atbi$M#2ftuN}QAMwwIQ-4ZV>aDyM@3R11i?j;Lo zd9RCp6v1#F@54&4Tmnp%FD4^z`sPpFKE&gm2(KfSIqfHs-r_kTmNT|Uop!RHLOWO0 z3c&oz3-h}mWP*AO4y68-%=ov#79J{yOi$VM6bH+@QJ*k$3gf96@6-XurFY@6?LJzX zugCrgoayyP&ymK{T|*Jwi5*n^GhV}|+N3rRssNxS0PFy-KGu9YtoUmBB-Cu0IK-pN znSN-b`Y`W~aBzLAu(#BVmJyJ1g~!sbF?`&PFGH4bWxJhLSZ7pe5s^AZ+3D(W^{e9U z9YV;dWhbcHTt(Hxd9GOQX6k)v1=QrXAA11$cdlvBbu~t5Sn6zaIPaL=%^?dDvLtHT zOJmgfeJi83v@qIbOmV1eg3a@`dwP*v--UG_wP~&!_+(-F)$5z7C!fpQ#0~=cS2ao0 zQgD3@6>6zjN!ZkrQ-;<}@jE&Xyskd*{*|!L9-$a`)N(ljxP3snAs}(z9`$cT)ma^) zX6b-Nalx(d@_e>>qtU=rl}p9FdKdLODWg_yxh3N&*}LKw=vwAB|_cgarfIF z!;aNlYL9CpM<^>I9i>lDYi82k=TMqCuHzs^a*BB%^vR_dOPcjHxl)W@!uA=Z+FV=# zHO}De(LcIB$N5)F3ddr;WQ&Cyfl&1d+Q z{{ZazETw;o3J27R|Q=NDw%;hQ1Sv#GKI?S?NA1X-WSL0&m=In8w ztzDknNp8g8khvAZTh2?bIAC%QrF4s_G>d#Kdu8FK z7uQ>E^*|5rhC*BV`C#%+Io;QInub1dsyU z{{YKUIs^UHIrSpFatL6ywvOK3C~e}56+}P+s2J!6L;WeICzcEeBj#a@k=qB1^dQnK z>o3eCjgWvrDe2Ik{=O^3t%;pidB2gmjkYeNzHECzBxej+a=iU2w302T`#gu`Ie5oF zM_xXa3rb;a?p0I+@+$4)uj7w;g6jG)r(I7g6kB+jQr~rujzRqg=S4hHUh5BJ-l)F? z+On%D1y}+I=xNuM$#)2J!pV=7zoGW7cS5@o+O%atvNq&V*f&3+$gTLL#kpn~VZp^` z87h!)nNx$OEe>(6%E(pntfvHeRUJoIj@H@acjOKM?rIMk>LW+Ewz*i#3!uOcS6pZG zBE0ug)f-R{FePndw{yCVR0^{=F%hvbTnL~+j*B`c@7*}eR7Hu%Cao^wTc+?R65 z<(-imp$em)bI)2UX9j4osV{`9sJmL&M;;gF=L&LiJwxs!gaQVXDBfu6Sp`DIsiWbTb>V$YknfKjo3%!-NPYF@W>n% z2l5|{VZ&!F%Ry@rmUWCSJx()PUJ+qs;{N~-$hq4++Qh;5;I==)u*E0rWn*eGw2!3~ z*Ub$5Smf4qRx{Zi8V`2QFSYbZY`05Mu;|Lh7Rs>!`q6}@^3BhjIdlre(}Z# z>&OQ@dsUZV0<3>B;0$ifG+YzkHRL+gW$`%Z#rE|5Ag(oKkl%6>}ax#4?8;g5;)dE=Z!|t#37CKt8?0Gpd|dWFj;U`qGE z&o#X&`szPt87((9{wAc&I!DQ~8okYTQ%E(IYcR@V+*I86*MR_v|^q88zJ*>!pBV+m4!I+8p5uef zeG0Osz!CS6$Ck$|xb;4~{c>u)tEJd$7B6F{+a&hxxhpD=!1gM85sssrp7q^J629K3 z=bbyV=E)~g2wtsFX^hr-#kIqp7EzP+Hg5; z*A>oL>2lpnrc<9lE7+&WI(j>%bGmN&p0j2mxJB~-&I15?WK~UO=p#s={LKmb0Y8s9LmSaC$a52iB-UmoP%I0K^X7pW|AVmuo6>jGooYD9S$U zk8Tbx-=^-2T?XLk@JDYcD0bdA8EG0k$;Dv zVd+{LHkNIZ&z$d(`8;qvg>pJi+H?HQo@glZe2cnPn+1icMi&U9s2Mdagoea-9KFZ{HSxW~Dx@!Y0CJx3I`T6ETuF^qt{NIfgE@Sno_ z?OdhyxUXeker1ddOEK;J$-oWYsRaHzL3#B>-t8~fh$iRm{p{0+p+{hl0nDg z{uKd{T~;yXLX0w*7-r`6ilcLV3{d|5?98VQ z5k}spgZ}U%=xc&g*I(=U@;WKeZ(`xNEKG5ve6TFX7z}z6c^@$2Bfq6WXG4Ty9F+j5 zIXv|DILCj~RV9M=PykNNX>NK(oH@=9AKe)ltr%jrvX5jDDthCReaY`!HES)AyM$q; z@5}tk&24{lr~W;PuBHJ67?z zAoAF!e78`#4d;%iPaln9tJR9KdI`#+ci2lysM}z}Z%5cwh7Lyr)y$!jAaT0~K9$5< z+g<4XDQRTAV`IECi5L^S@z<|@gW9_?<)sVUzCMFB>r{+m6>g_2Ta$O_e8;M1L)49y z;V+iNIVXYh5CHbuiq6#JS)zNQnNfvg&jcUxD$VkpPgA|P!7VNGA}aU!h#%6cU0X>N zz2&QnI9%i08v9Bq`!#*cYfAGlVRQFb@;MdK+cVy2-zZYZZ~;FyeE{^XR54ZzJ65ij zfA&kT=afBbLlb{W)c(mZS+lbtWY1yi_$LlF4>g5Ke9q|ERBk+y z*z}JT_~LyESmL_VZey}L8Lkwm+=TP;^&lJrf(XbsIjqTiKd8eo@h`*6%R801Ox)?y zw&at(LC?7uBz55Ss`{3x3Td<0MB~JI0s;iF$`<;?af~v)Jis~z<0FD=gw$-GOPbX* zo8lw533qEMBgeU2P88(jSf0JU>E@g%*&3+(x@c)n;EhH(B)n}ZZ63#&CWh`<%yBXQ z0G?0xuzFywdB@Gxvn_5RvD6{*edayX_*1I1QMR#$l=)Mp~ zmRD^yd#M7k9*tl`dzPg48 z?rb2myoj?ru(0!5L4p`aI4S@Hj9>sVI#8Ap%`L&UY{JhZXsaL%6O0p|RV$Cjo}!Y| zOBz+knoIF#av5d}0Wv5Yfs^tAe;%0bYp2s3-7c#PjM2(t^P-LzgCYRHsSW+&30=77 zwLVvFV`T@sIh&6v_@mid6jiiCB8f>3@4!6$)yVsUfymD_0!evi8^LQ7Q{0(|xVjPV zE3~dco`4oO&wK%0PM@b+*A$ffOzN0)fukUA1@enNYD43A2#uvkTf zYm>lTY4ag}o;FN{Zg}be>7G877MrHae{#{<2)y)-q>eX0 zRrZXKatO{pK9sdGZb{hPI@?_7GDC2(0Sto{w-S;SNc+gla*gf|4{=Fvpv|e7Bh%3u zU`s}iD#*;8d+@|^a1S1asB3nSrm1Hhodk(3{j5^8q7p<-z~vMkagYcHrg7S)(h})3 z-CtR^XDy~f4%yK0=Xt75G1ukXK9x7>i0E{BR)gYbB9g;Nu=@hs;N9vMuBJx+0CX=v zGH^LQq*jaH>3$4rT{BH~yS!t%W<~>c2PKaoN6-`L>s5Smlg>1aS{d3aYxpCb;>jSs z0o%8yApV^>syc15Xt!`p6^m**oy;q6sh=)5k&nvKJ084p2LO(}Dq7}3QEgqb(BRg= zj@hpxHZ$B0k~v%gPp4i^Imc?^e0wA|I*5`f5Y2Qv#zjAOv2Vxu)r;Q{X!>oGnw90$ zI>x&oDH6nl!w>rrk~jmqbv5U*OLePXG}Ez?Sq@pT$IyBTg-*|1h*RWuh>(Z4m^KE$ ze~93Ibwf~}%$>9RJXWTobse-HXN^E4S34t;F`lNjGA6S9?Z84gla1ZL?^_RhJP|=CZWW{*+&`DK(-j-I6JsH85=0Zx&U_s<#YgUzdP7*Ry!5!FE0(A83t|+fe}GWK*_5 zo&%1j9P`)fUQwuMnx>I>Z0~LSi8;q`N{4}=+wUz1WnXR~q1&l%wR)`!V+30wn_#d9}WJ;1$4 z5=>j1oc9CLxaw2pXzGhkaw{!3YC6o<@(iFMV^h$OF`DYsrMhrFZ%%@%M3LFR5CAYS z=~?sLJhFLF0!OH=qkWMwv(@N_>N&PT7MaHeL0SeplCHvW~-+1xkTiUY#|fnIfZB>9ozwRU6p#((rUt;bhk z`g2^JxoC1*r_#EA5ZXQD-fjq07+>+MOFb)5)Grds$_BWd{^~DWdY?h=Yt+KiROqDi zHBit+x>%Hvjyl(G;eP~QYsi;6lS^l(umu&D=a?RTT>aG`{o+3k_0V`vz&4s23(NM3 z>rn$JN|PKv?t|3(`*Du7+dJ($h{BP(a|4C^JO2QMaaP2|Ki&Q2@ul2~#@5qJvX0Ku z7_F_N!mMF9fGMKj1It$;tx_)W(TS$jk~87cMvEdzzDc4A5Wdh3NdRywVku)W$N|XR z)OYo)oqEBqbjgZIEJtQ|Y-b%fsC+Rk!fEo`-b^IARu0(50PqhVO7w8gnv(Pn+ zRpkEwVsGC%1}h%j#PsK-eGXEevALCJ(9Xa8+@S#Fc@3U$dB^8Zv!BbATz5UYQfebD z6rGA=@~W{m&{Us#^v-jln%&w$R4+Ytk&Mw*Z8a|{+#@L@9=W1{9Q21L0Ro_h4hPI;{V0E9j!GwE-lPX7SCwadYu;)tF{`~?1nyZv4mJ?m$>C`z{An{{U!mJ;z9n5}j!KuT#0oE8<72$1x|Km1SiF zfO`7Z4W(%-Cy_=>X()a@RQDCtSx&R4Ba!P~b$mRjyGWTqTIhAwmaQncwgD#$ zAA^9zeUhT3_$PG@jUnXRj8#ZyQ4EqqiM(($6%oMJa+u6iF>Qf z9_1}B4r3WHuqR}LIqB=ukLgGk~KQ04d-Bp4I6^wW&2IX`#|bvP5?S zdgQJ)^}xmtsQ&;8Y`YQDpX^D z56}+X>Uk!*Xvji*#$kzk%%JDyC;Psi<6edqtBk$h>-zqg$2dNw7m74%eJ4)SmMk$~ z=_J43ZWw+T&MShuvHNDJ6d_JF{{UZF^sf+R-hCG>SgXRrmwi-{o5HD zu9X0qMz@Jz02XrOEN6j?eM!gES2J^=+y`e!THbNXM8g^SS6OR&9rf6e)Er73Sa!i6 z52bC(1XHHTP%s@c)O`(Tp-&YS(bGp0Ixg`%vOBC345~o~1QAyr;!BAZ-rY+vH~~d; zn!kmkyj-f6$3{{EulUxEmEq_tVhR&r@6KJmrnx_}=gn*AdY{^K`8m0L@4)75G$~?X zE5v7;tABL|t#sOEodQa&Bw|+sa!R-{;{ybKXCLmG+>SJf0-}Xc*j7K<;l$6niv=N+faLwx9S`7Z$8W^CE}|_aO_IhNaP}vH4{==ijipWU z?v8mscEt@Y)9klb5Hg>WAIiN8L(r}DZwuWyWQtKS^5$-UDvX2v&PlE|-c+9IRwtJL zX1xnYSs?KKn{OFZ8(LXB#@eh{lD)aXBm9cT_JU2yXGV+?dLokXYj|ZQ;vIq0(qs?lwss%z+>NP_sGxX)~h|> zRBtLq!xE1yq=48QW43XEJ;z$d6Isevmgk`wZbjLq0Yl8w!nobQ`@=up=aG(;Qd!Jl z%rOm6gn&6Xv6aK%h-{y8x!`WV1BW&s-@>NSKi-(;u%E~Z~x#-{B>(@PfYTb^J6{aP8 zNifgOM+=^~sr35`eLCC9fiR@yn4GhpQhS=6+l&M9*PB+iGqiRlRX)u<5XO{p2jf*G zpKeY-QQXyQ`=z%TJbHWABdYjc@QmO}S31nm?*DEbUn8#K4N&E$6WGP+wvPWylg8NKj+>iQ0+ zsq`H#o218V5m>a0IxE$%gVuOu_V>6sM>2cJxw;C(r+ zuf+P?ULWw~{-oyy-V#^+r#vY9$f-1lqk;#JsNd5*)#Tq8{7|%;Nd(ssqYk#Df3lScnY|@ngk_&U!j-Ms1fTkQ5;t_XjoE_`gt##t9CsZ3ZsH5iQGZ$!ApoiTtbVU*I6s&_psE?c+$oUG%fk1DSzgWZ z$WW2(Nw3(8c|6FF6mPr*b9NV!+1)JAwitT%uE5`qk8W2an1q>q`)p%L@k^&fz#d`YDl_9|XsZEmQld3I2ws2;c^{{X;EWc)VO zX41S}8pgpz;(eW!j|IA~>-_83G#?H}rC3|pv&nK`EYX<&Aqgb$>DL3$R#hr;yCY~y z%TqS@N59qlRitZHspY+#QbjX3#`Vquf#`WT^u=4#J|Afo7gySi%t52LB3p%=?u?b^ zcHDE$Pu99UQ(M#gH()L`2~{^8sH}E|Z%xMlek4~L;vHz;jXPCO6WnOB+pF%jfO*kB zp$Y*Eao0J(>FZM(Qk9!w9%*f&IiD7Is@uf3DPf>n$0dXbmwByDBpJbF85|6*2UgEc z)tcHk)2-bz5B7tAilrm-AZ%fQ8;&F#WGFj9!8zizKj9_O^sP$b+f5LQ=XZHE7mNm3 zPXxsh4a2Pi0Xx+ ztXvv5h;Ov}kF{F~LaIiw6)6YcnI z0Ni!p168zHd|Bejk(SuV5yLdnA1dG2InL9LfG8%ti^ARwvCy2~99`-%XLZSsYQ_)n z#J|9}Ow-4rdJMnc7vbP>$`yZHl(u+%T8dcNMTbyFsYD+pUvZ&U-awEL|hc<(J%31a}coI$x%FD@4io$4`^KT(m*A@Mci`IcI}lS>eF0^BCnRL&i6 z-#1Rp+~%!X>$+}}b*X)hXs&EzC|=g&{EonIeo_0j02~q5)|{;^jhwq3_KSU>c<~QgL`#|UQL3X}WQ86%O72V8SrfftOl==BKn>$&o-7C3Gskxa6;PnkzK zKTobJnbNbobUEc2MfXM$S8h{p4aq&fs?BgX{IK7sSgqhO~`uP>SW*^)QhF{Z)dM z81}&@9gR$8)3YT`@jR0H;q^=X@g@`Q#-o4~ar*VGfdc8;d&#rsR3@`@Sclq&7*rj8 zl$!3W@)xy>0wKXY&2D7OJDJSV7GsiXumy=DwJRRf=p_)$kB!?7>>h-UnfA>w7p>!K zbd^uuEEN77Yqfi2wfKFdPtNPTS;CQnl|<(~`kLgl>uE0T5inRG+~?GuPwQO=h_$%2 z1<|zYSp2v&+jmf*xH2&%kMjJgklCs5+f|O+#8*~K*h~0>$L{H#KNTnPuSeG{7XJWB zl0EE-K5vylTr(W3J!Nm6N9dq9Yr{mJTg3>ihZDUP}>JlCammnVAp!-qlx!yS~GakJ=g_7^hglSvk5jGjb+xNmCLw%6MsZZRn(8AIw))`>v-UtCtajl|6bIrx~pd ziQ|suCXPf7hpM$^$!R5rn9<8HwkLC##$02zJw5vm&ac4PT#gM`1Rng?9A@DBh`qEk z?X?x1vu`Hsbw|g@I0KWx@7k@#@ZchuU?(`*GQBy#@7Q&$ZAVCW+}>%xEa2`ijup>x zJrC$=m4>u(R!sTaf?qq(_W<=7=DiASOg@vM?k~nEHl^J)}hsO zn@v{O+g-=GK_oUXRkOy@GmrkgP`A`~5@IDuI4E1La4@IWw>5Gp$IP)i&qY0t#s3yPt4|>HjJMS_)E&wHeN{+K@J=$o@E_+bpzJ0wP+UKQM`k0JgHqUI{;2U zOjl;}T=~rC{#aeRJjTNUKJgrK2+!8JzZ2{_?bXOqf^}EgdV{wI^%dx1rO!e#YgErZ ztZdF-PO`<7#lgTV02%t!0PjE$zY%HDU0y+Ms#%yS06kd$0QKtQU5M>`rRjnzvhZ$_ zTJd#xVg@j|fD??i0NwN){xw)DIk`*7$}ZZS)zzdES+r9?XGqs7sy=Li{66)`-svpB zqC_S`mfEBjM9u>cJ07CCJx5TEI}lN@WRuGyI3tXa`F}comdME?qU>iOm=2vVG5J@g zIl`q*Pa@$dLsW2b+Rb6}jI=(zarLH6c!gF@H&>zEX|P;^apk${K;ZpFa`!$E-+GQ9 zC3z$(k1YHD0QIYqrUj?&9<3b4Eq?cNor($dB1&aq2j*j1);c_k^7%em5LpY58fyowJ6@&b&!A|VSqgw zpdW}e%y`#FYpK&#h9C@RJn$PQ0Px>{>-4Q1NK~es_x}KfIMcItJo4tm$)v|9!Dz|O zJ;46}3edAm#}a^dxC*}H@G6`)pxd-(fI<9?Z}@d1lUdW5l(NGhkf`c*f^qrcybf0> zDsQQ{s53_A)onc&nfe1UX+m4)i^~F|>88szR zlFTg2Zysj^5s`)U9*67Jsp+~z*RC%$Rmp5Jz<)yD;rZ7}Fryp;jw^<>Wfy4b&Ar%s zJCMZ$HgJgIj3RZwq2=R0l@hnhlUP^!s@p4_$^wkDF~DD~VG44a93#!EG%jya-7_nN z^c~OAvMziewknCv8C>}sn&ov}T5V@rzSO1|X^ASo+)j$W zfc~|&;azGi8&bI!aru_l+I!l{gy3=p)A$f8>Too@jU@-U=hb}AL!P)_HXWRNugBxX zXFP8cki!K@Q}q?Ms@j+?ScEGK-*?+Jk38)>#iaY}2J`B`V?T}sbhc&z#we)rM-)&Z z6Ky8cZKrFJ6aB1pBir7!v`a~4)NR5cWk~}&0l*Y_GTh9Ofx1=!038uWMIP1CUC!Pe zu!h*%?U;<@j1R3QnN}-!x=hUibsk>q{wBHmhyBECJ4cEqmg4c+M`mK(S*if0UoH^Y zV%W#EOW3q-czJHEXO8;O%yPi%haHLa_BHPsM!62BY>dDOFgM0}srL4-DexVnci-9; z?Tk7MA3_fXx_GUnwrmDy<&TW7YWcjv)hadB9-SB`3mwe*WH%#pPEose6@jW~k1Tka z62O1UNXBvaRSRz#$76N&ElG+>IadmHxII4_=q-FlWqNT9%x-#Z3^VyxnJCny?=|x@ zT+2nN=9-^|+9|yIcWC90m30`w^&Q1@z7X*=*AhLY>KL!1UBnTAGIZX)mq}k zgHx-Fe@f)^Em!T_O~nhPhj<2H~KYOo~oYLB{3(03TZK(oTc5Q`L0%wHro?LC;lT{3q78!Qy?C zxo50j^>PzyW16wn?F(UU6&&DgljYB`&j&TT4eQ6Xqmf~3lDvGZan3#Y=r|R`wwTdf zJTn2kP7k5?t$R%xDHV4CfzTe+^f1Fk*}>>%Qfk_rU8LsX!DG6Ea>xRZ&M~y`NE{yL ziu3JXK)YRLD@bMC1f-N8<**NOI*#9kclv*a$V9nt=G_=)Ex{S|^yyp8V{Lmf?6-^< zxK_Xf4?uk@s!+6&lDXzoap-g2575&|hT>Kwr=5Uedn%3q{7E&nu0vuNOF+9VrC%iW0UgIIXc273g=z7IJ&nokweP9-MAw)ZlQ^C@{$ZDC%1qNyy~-`qzz_ zKYl0<+fRlSu||xxb^>y9*OF_L@t=oRRhr)JCM$4=Vm-qyaz7)V&Yj^atx+vn-%*9) zHtu5cBsktd$4?c1e%?k^JS zO3~6QW%`OvQg$5D0zaizxVl(lEKf>g^I>>6u2008#FjRnxL-2q!4WTE{?mI8)bZz&8x1%TA$x+BM)>D z$2^l>r1lbBxQG(cNPcE+e-m7Xj;*7MSBBLv5n@=zdvRXATgy&-t9QAMBAuXeD*piJ za+Ca671MZDKy5BioB%=k=QYR-nEb8SY~X`dt*<C0P}Uka~`X>t95*Ry?*te`ho^ zG%}$^$s;`v(y0g>CgMI_+X?>bbpZW;$I`ojyTn>lf-7vv8Ob=|ef_JO2;fMYM&i33 zHt6I0LFrYgEg1-QwheD+S9qVvVm7xpJ?jC~hal%5_o?mW*h7PcUT7rft{3dOreb24 zA<@TTIR?9!JW;Bc1hMKDDp+NF-*~dod z`qnjJb?9|rB_4iREg5E5W}e#SD0LgPhU8-631w+xmyp1fC#WMi2Q`iTnRg5yXNp)n zyyR{V*S33CWVZ1zC(Ae`Yr&q27*|Wya;n?lLkx#YH6c*NwSIiHZI`DW?08Ds<)17&^YE zt7{=+)F=B{U%K)_n}GiScqlmb&0tGsCRF9npupPaKmB^`F7(40M~Ive>z&mH*rS*j zT6{#u|w9*83qi8|N&sxZ1xSVtqx#x~VcOz<+ zW+7ETyLBmTRJA0CEeGWux^SU;l^kx z#g7l#%?vWjBy6hWV3Elj)*qRh;^(eY(LAYmhXv}_g{MrKv? z$^C1-@OGs>i!p!(ON+t~Sqm zapmQf%UXH{UB(H)&molcs&_g|a?m(sJyolgOPj4Z47Ti9SCbj!5#Jv5sbk|! zKISk?-dlIy#w){grnO4w>$6)Knx=#wd1#p%x{<;98s}nL-w#~*wxOkkj%0%$czb)- zrY-yzko>N$htPvqH|uR^#hO$L*b|eQ(vBuy1eMod<-WT!b41nRzO#y0r4JK~qkk}c z$8lRq;PYNjq3V)aYPV8(Y%C{}a{<;i!1=NK$Kzg+Z9Z}HXZqI`FAeOcrpA$KYUZFJ zs|Q}t&DL)1Nn4d1uW3K}{`Ii33X~ATpQUnBsVY+Dh?+PUb!CmV%#46=ILIGf^|@)O zLpp_yNaj@o3QkD=qn>IX5$NH`yoGRa`_=Uy-ul)xt%|!2nf0%sqN&%9JT(0br6(OE zb?bXMc;kvgBA0KJ95S3^uR%=K?AKJXV;XF@j|CVoJG0at-MV{cHJ@XnD@X)j?`}R` zrn;LAF*MIGTt~WMpswS)0RI4!U7pL9p1T|sWfspi(zF|mL8NJA!k6;PC*8-Y*Q{Av zM3BdBpsYxN03CoB6qeR8TPsYq@obP0fG`GlBmvOXN15Zc0Bu<@jitKd-jul`W|7UK zGIgtoEOk3{vWcc?dZz~@e-}MC6{+EKbS`CEn9NvW0+J4R>M`3Qxm$CnUTRXwa(>1h zUn(;sWtas7uwHS_K_{LuT?d9EmfuyGCAbp|uF@2*2R%oxG*Nc0t|?mj9j!HoN_8W4 zuWb;!yY{&?4oKuYPl0e}1>tcPRF<3)g|;W+@R_ z0ygE^c{~z99`)DST*~&Jyj2o~&zHX>A58SGB|AdTsc9=C&2_&HNv4L9+1SM#geH08 zJOk}rM~1ZVrrL{(fU;akfPP>CE;GmE4>`!L#$7%u%V>k!#8xE$gUD=lKDAQ&O@~v4 zC}E5w;NTU)@B!oLTe!yYQAI_@_GT=X^QFYAB%VxoQgBGb6sD5UeEQ66aR%uJ@f=_p z-thi{!PfrxA2Y0RAK>>s{{YMDRD3t0ERqY!mocgR+T*Dm{{X_fOoUqTvDk>i_cXq5 z^#1@er8f0qU!Z7aNs8X}f=CxrvOd2QVH zo+Y~Z)#0;KnBpUo{?YfV{wdWZySj=Pver>bts(6(1b^eBx2gOqYffux;;fRO<1D=x zdsn$apVeup+gJDsR+Hpgeq}u;!|J;TiQM)@U*>vOUu&aCKr=F;58+--J#Qefg9Vil zM{)&a-uTl_wvCV41Chte&+@Ds>eqTJiKdm7heP{|NY2nQJF%}k@vgBpu4AyZa&5PK z*#7{Qjoa`QX|)@jVm~?Ak_Y7@=t%db#itJ{;_=7J9BdQojXm9T#rj0a~dr#1A@dLCr-XG^R`_c}~18kS|+#15chxk+L< zFVJV4_WIVwpQ=e}!YMM*=kA`P=~gw186%Ny#3f^pcNooSV>6y;%CT8;uBQZ1S{QPw zJcON8VOhr@dVUm9s2$Fer)fSBSam&iF?p#FuW6)0*>++w9#i}&?aphG*7b|cXI7g~ z)ZAU($bMkFM;ILxcEBBlYUz3xh&ALgX}Vm-2jJb@x0bK}00VAM;hNZs;U2Lz1>UJ; zZok}t8OZ$bE0VT4g*Rs;ZyHi(olQHtZOA9ldJ5LjyghrU9K?lCoHVX>kI(!ov>ym2 zgc6#vvk&iEk)PJ5i@|z@f(`8);d@5skHF%%s^&DLy~%2HQ=zV=hlV^e9*X8zZUfBY zYXE*+eJi8X?F8|p@g^ru8GpV#y-jkFZG@QI7~FLSgH!#h%2T%K)Z?$2$Lqy;Gfs2n zle;^k9$Q$=@h!AhHVrSA=6QUu$ME<3y8acT@aw@g8oiCx_M&B$C78toYasw(K`oyD z0C;2RRHxKLpD}pco~201`j1-l-v();N$}0Ju|pe@(!6J?7CFKC3<}Q|h^a#j$ronX zoqK#p&9?Y?XeO7>x}EL6<&;WxxBLl*U%*qZ{0C$p{{TdHiGc(c`N#A%+bLXQl6?TE z!?IkCs4oI-XIx5&j*=6~p*$YmFWM0J5%IA|I0^V+=d}4R=Nn#ZYr! z9CuzvWGdaH&qZ0XFmqEYlfmTHWwpncp{nvTZt42hnJCz)M#G`gY;LtEzS|b%ZyM)}?%?KnjE)@IqAE>MdwPlMUL@~IolvR6;I@0KqEDBilVZk-+*P-ni zY1yNSEiD<&HnAP!PYTGTurfR1vuC(lRL`5Wi3%`zIpZIQHPy+XS*^KCYk1L#$tU=| zvsjm&6pY6$+|M8oM$#lK%vcTmsFh&wT})5bT9W+Dh~ur|_=#OgXh;I(e^;&Z{hUld(1~cdHd& zxT_WGv6OXZWV0nkPds|zNv|}QQq%85QAwk;4IHcG%M?8bBe}pn`9AgOdXQ#{HB*LW zARj_h;<#w;btN-d-NBfXl2u0-?hSZ(leI+H7vQ*C$kt_)Ic`g5IX&x4YjHt3Lej4A znc6zyk`D>PWg~eE?He5IXW@Omm8t!WWbvSy2;JBCfa&d3O956gZuTj1r*l3{N9|AK zz=h<0ls8~aZ$%h}6o?W+C{Ry)3S<^`_T0k~srBk=dh{^(e`R*v+X*!EMGLJPPP`w# zvxuKiHlNH_ES45_*K->vibuNuvlcCm`8}(q)-OKIZRMf;?7Rp_vi|_}s*b-E$BFNgNs2;|ISaT9@tm`B z>@i-O;oU0NO|XjA);}&7_yC-f?oV=i*Qr)32Sq=&{{RF;>st2N8TP*q^v|;@+_bW` zIVyGm^Z-;cd^xmh)jw;T*yET<`N8&YPs26b$F!UuPB_gEw{IE9>}!En#PYeR{{Uat zV}t7xzUPJfNAPu)gL7wdWL+#L4zfbdSSu*bLGB1W4{`5K&~28|#x*hQmCq;#IqWOY zz98wNQ1J4|v6&>anQlS>l0XDE9>C}DuR4QL*f%WEp**28z#9>mCyIcN; zW*Mtf;?fNQCFI5`MCGhBCxyeA&5JKVL(t;ypIeqa8zSZkj!eAhBD$9XEW zsrIJw;#QT%~& zBw@09Nx6>VJo1OJ&28&CCX=nhF0J8aY<>HUGG@iasn0*}CQk>gSeM}*y9R#CsMuX7 z=(2{4{{SK@4^`6j-3M!G`en_spOtSRA(!dBc>E1^(Z%lb zzbVm5i{?g$*=;bSI$*aX9tAm@O^tE191cl6{{X_d6}xTtC5g{-Q;9AfKoU6#Kf+9w{uIwvKE11^TVL!W{{Rx^j^5%hcHBDom~Odk+1xYz4{GTxtnIYrA7_C)*)ft7 zC{fu|54thfel^Yb*5P8Y2#f&Kodbt*1bWO&u_bE`cbhAy3bsJXp@;_)W8 zxtXqIh^S*EkJYn|0mnG&(-hrPMe?Fs%PF$vUKRv@tC}|3Bzf(-xX)vpRt?97uC3ktn}xcJ{m{#@LG}I<`d6h! zx~Ut)^(kX1)JvO2Sc-cCBLb><;~A-5D>(v~hzBDpp7o1=r|Ozv33X$406jd&un*Ap zs#09KAlwhG>easIVsU#jQ&)}%{DBG2?=oF^+1L}GbNbgetXWwlox@tYTIwk;mi7_` zC6x2#BXldrBeiO2(s}xX2 zwBuDo^RaZBp68X$B-~R4o2kb&Ev<`81dsAU4=j8AD_OM6GVDUWX)BWZvZIsq=hSD4 zZT?_!9zi@12TWH=cUL%EZ0udqv}=uGbcWhANFxNZyKP9+43=YECZn#{XgVC)Cxxfp zX5&)T$iS3i9#lQTd-XNQT2CW{w~c3>S35T0horL~Fy@{5^1 zU_abk>u;d`kH|fOSwX*X34;RWNa>y2hI z-jTpa{K*w6{4u?=Wq5T6To3OdL;7a8rI}EBOY=G-LS0NfBf-;M>}$tZA{`K)oAR$k z(=>&%wOC?rG8Guw=O($&>`SdQW_U?a)zt14W;s&;iAetdb@5(iBCM*vis%!Dk z-?FOx8MJCNu8zhTgA9tWB+1AU|$W(qxFUTIN)2FlQut5IriqY;nl?Rf}7%vRy2nz_+E!T zBAb*NTb&#b!*07^i6b6}pjK|Nx(TAY2we*KZUr#++4TLaw2d@Ie^{ zzRsmJQar5jle4+a$*sj5xx?)k=xVLaz`GI3uBCR25$RnFnkJnqZfjxm&lOVlK@z$0 z5mgUBr)ghrrFr!*Q*pKKQ*nD7ex-G6UKE)gbcy!}lx`b{J$v>am1+2QP)n=kXskuB zRzPr@bMpW={Aq8rkL(XBOK|gCN*UOmK*k61H2npyW_Gx_0afHhQH&CI3g(0yE2ury ziEFXjj+8fQT1M?&>LHEoTt|xUmeSx!C7Rr?oXQlg>>Li&+xD(A#J_7(EY^S%6~k{_ zb|7Ha9y|Czj(bnMwfki63@>Ttm02SzwMpcRckR=s0=f%1MZBJN<-i=1RP_Bg_>NMS zitx%J^A*$pG6)0tn&@nNJLE{BP^_TxS+`_*V!Y~DY1K+`dKG2Vt8K4CEw~~;%Z!Y7 ztNKG5yVG&7q;V+&J=wVaS*vNF>8Rz_)mJ@%z^myRM1dnkMI8c+3iK&q9Au>@dlcsz zXokxabH}o1(na)j$gY1_&~$NX@|!@iHwq(ipr5Cubbafb)NX~<;R&Ol`t_r#>VId2$ip&^m3>Wf{u|s;i33JiYbn2bBojI_{{XVBjQeMb`Wjpw1$jq`Y{r}7d%J~9M|wo7CqPaB zWzVr0$GvxD_{y$xr#E}8Ki~u(G_J{P?Y`8@3VgAt9%KIibb5VjV^OzRtqr_m%7m`M zdK_0R4f!Kt+yziR>}&_?)|~PuB+5@6-!;k!CIt_N|dj$ z!YrYbZ%;9OM^RmdiLY5*XusG#BJ(8EgMXplMl$wHdWIcJ9^>+>E%2)7DQIG? z575!**P-MNlwQIVZ};mtzQ;4QQw@(C0?bK5rP z+#cZm6jd9EuHYboj}%XL!KQ!o;7aG}|8$ zS={ilxo z9@(!*vDN&r138u-P;yuQ0IgQ9?QO5^nmH9^ibdoegj1u4mL6VRiD~>YF}wrd+gNNY z_1nZrFD5}ODX;~E9*5nr-1P11UWOweWD-5aa9$X>ywdfkbU7yyS^Vu5{zw=k0Dq^} zy$Kj&1mGSGabn!6VlPr!J-s>{^%IM;5L}cPlacBvreMP=Mm=gNPIKvueQQ2uC;?JO zsIGSy$>>Z`V(LWMlE9PGit~>U{FLnU)wEHe zX(g9p0o9uwE7QxNC{?-8l2Law^le49jokJox`?J5e!lg{XjaTitcp|~7&irf!nCx# zQY*BTVlI5C8a%ocCu#IGd5#a4_mNsNYE?P?*Sb0|{XsRMqg?qn!ZLnIep8=b)rlON zz%?{(Rl(07=D0AGULL$^E{rPEQj3c_wW$SHf>AUv%0G=ksl|SRoz>CdHDT1pMUfd8 zWmpwIL&Z9ZVmbA;XdB9mF>&(pa(ydm)(^8m%;!# z)sFRBy;<*DF_2xtXMm{tz=mI_tnadmnF7iVNg2l(9qVF~Xe=88aPL@Ep$fkc3q=%G zz!XtcZ{_kVW|KG}NFP(hOyr{%C(vnK*ylAXp>=xf56HhN{VJPDo`ne_LrLtE5cfdh@)52a~eYA`L`t)#BVZY0^cRGeUE zpF!_gI@OHRUq=iPGswgwaj3~B(!FfA2Y=qldJ45g1;~TKpnbMWh9_}50rv0xE77fG zj36q&9{g9C=w;vz4gpzNNgVPz*Ij9;`M-2z_veb|%qhxsT#Tg@;;eOIby1chA6go7 zBH=h(bvj_fG`Znxd1j%P6EPL~)XGeQU~oB6up+#>#DbOo}+l zvYG9~V`(DwJg{5yp65!xL*V3ybWC6#R$=0Y6^<0Lr~fPtomcVZ>3YE^=|jHrXxg zV9DDWARGaK^sLQ8So4R>{!BfToD=n~%C+Z+mEPTswHLHac{K>4V6cJy@TF~iA&V^< zk~*E(t`hUacCpAJhjg+rzzf!$ z+Q7kkA!#`~B^ypN!C!2Cv?$W3o2K?SoTVAsOXg$vr{T@L?VPjd*02k~mhvRwWd8tV zTlibkJa#ziUVEnLcT?UANi8Hsjke0NDN>BRh|PTn5oQ>SfI!aE*w$XRq9n2Xy$}nO zLFN!X`i|$^e=6&zjjc+Xj{atp`5cm&=Q@9bVM$DeMh?WYA5v?li$jOX+ad?|E6rcE zi)svy%Cyoj{Ej_3P z0&*B}?O1xnlEo;vQNx@+AH|Npje41OWalqsRqN55IErz%G)|ku^4i>KR?;IYO(SO9 zj^p@`(-{3L5*UTF4Kp3j$xwULI&2QntN2shRwJXcWE|XETaWhP2fq}}#r>b=OqXQpPMT;?uA=)+_Na2NV zRXbWmPCXgksRmCe{_C!D=tV~iFu|$7ZkT zOBJ_?A%#{rBU~zu)#_5m)^zz+zGfApPA@|zOVD)v8Zwqv>lr;PZHWo<(NKoah`rsJ+bRcCabx!01N0Voz#3a9-XmXM=DsfGOHE*2=%Oq z^;XkeMC#2EI1lOds8Eeh;WMfb_j#m_{XC1bJ3!BIT*rt!A!~UPyh-IvlEIfF=Jlv- z^?P}CycZi=wheT4x{_V5l`a-uqtS=8P3lsWIvJ4dSXFq|B9TN<+42014Uj-sf~x+8`e z_Z6({r8?yF#wv{6vs^cfbXu85UCh}f&sGAlHFFc&NSXOqZ6FS{sdpG%%)B2?)y!%a zF5saY1NF^y(1qljO=7Hb7L&cT#@zkZDr>XTuRPeoo}=El!EH0iG{FgpX7bsGK;1@u zwYt;Cr`W}FAz*hZ0IE)ManGRVt$TQ^Gp$dVEkd1D339!Tsbt;KoLDgHS+LxO0FH*O zDdN6*P-yG1)af@KeV9^yX#P|5?OJPG&WSe5(wX8#Bk>%H=@P!%F0Sig<0rn~apGcO z$x)&~PNs@l?Kz4%rLxZyavbJ1Jv|Tq0H{@48)lZ`HX{*4cYZal$gZVWWlvF07y|$R zJq2RuMb!44M{#KzwG@row?wcNkEq)^T)gTt9Jt&)#cT>HX9YO&u_HH1v`E@nz&n@( z89ln6*A=KKs)~aOpbX~%o+@e6jX3heVo+&mrmPBjjmO!nWN?0F`B(A(0P9yU2wrnq zn*7<8ICH{{$LfFj)rd*QTKOFAv#E&oeIk1}Dt4!SLO=jQTc`=-IZk*HRxC@-0 zln!eaE2#A)yL2zU84N{PNCVt@`d1zg3hK_?4ynykk25*_M(O97hI`;wZQxQ1zWd?sOyrq>;zBt@^4EpeEr?9*>tA^>&*Qc0MZV`l5h~qZgD#dt27i@P$Cv2B^yDej&bnJ4Ly>h^LzvQoDvhJAnLp(QkS#o7J)-d)V=ogAt!3;u6rSoNC2`$pBX*Lgcbo#aXnXaZhGk*&D0o(jB zTela{*&sw47rdkTd$O|P5{x#(-1yVYV= zXSlfB-&)I$S2y!CcFMt5tM;s8N=;oY2g;t0bGL60+Q#fA#ApU{$^8Xfvea$0D8aXv zEw^z@a=%{L_O3$1KwU~lM0ei686+%7QS|kz+NFigl|6{lrI13b0aQBu9vtcWxl9VbwleHzqS%FI07vKBJn9v^Y%uU^KrqPR=A`Z7B3 z%EJU2@o_P=PH5_mq^+vh#MHFdu9UD)lX`)}eQS=t@bn8gX>|CSLU$JqV|MyD0MpUj}*wrQA};s9d{}G4Ps5;9Y4$x#RRtUc6({r2>xQd7mCBxkG`zM z$m8(4qc>L6zRjuFTzQ3NL&I(8M?+oak>a~s_>mdbDe=r~cyDz*#c>mO8BO2XMxlA< z4vjcjKg0B^5@;7DErv^ZJxL6|<5|{@9;_miwOvV-H!acVGG8DZ@l^h^BcR?7@}*A!2em|F$kW)<)wM{$B(^&M zIVPs??whD|-o2bA9u)k{>dD&6L({d*Cf@ee?(P7wTnJ=l7{>nql=b)btOwJW%W-Vu%biv^ z<0sUv)*qUFqN`ZzcUMsi$t~Th4k3f)4m}=T20z&c9;EcGn~h3cM(Wl{EQAsvDAE~~ ziAL>(9f(uc*VerXv8Po%H#ngwLEo{19oEJ%xZ3J)!_d^JKbqhv?_Bl&0E>J#f2hd| zwdJcTlw08tF}VjAVb>YxNUe(oW@AV?VtYu zRbz;QsY*~?O(@AmX|swqI}RAsX5sE7SYch#F~W+1{{T#y+>_`iz!IcB4#NhPiTNaXS3VjjFp_ z90kC}eSK>aQ}G4OoDJvQ&2MI-l(@`pgZ-H~4n2v_xv!w6snS=mz0RLnh3jPRhu8mptkTLMKemeh4_)a@r0~k{)VoUaMY=|^J>lGNx|rf zx|fKO0>P(k!1q7MRz{s8>-P^Ng5=wwM+`fu?hS3gR#?~(oQ{16 zu5RB;I&Pu1*~yKSOGhEgGULCvZU?B%bTBf*8D~3HK`ea-diChWQGBx5oVB@Lu`q?Y z#c18j@Cz?3lwd+i5)O%?5QNg5DJ2GfH7SE0E_O@$HTI3Y&vN44*bMGt%Y7<2B(hwrQM`ws zX$}|bfz3fJ$!N(WBq`H#@V`=f)G^+!RNEPM1D`aa^X#Fs{Im3}IZ`rgl64SDJopaR zP{0yY;PfJ;hSt{b5d_T~*!faS4EqB~t70e^)oDfOg?sEtJaRzhDUp%;bJnJ@)TKD`+{belApZcKpwk*yrc!5T zNB;8i57d8!SCZ6{vqJgD1(bB9Dr;tG6?41N^*e1+cnd}&xnG-aV}aP$MieRnNAY63 z!^2nq0B7+Pv^O6kJf2=pL%3u4*QOYq$Y4mp9V^Dg(`vF$vE7IM9f!{u5wm0Xaw?NY zwOF^W9@Tl|Wr(3b8~el&@BJ!_^6v+n{c9SDD_I>h`Hc-81qm$w0Ny)u=mi%pTvOFYWK&!Gm7--{{R9pfrRd=zGDYg z))oUKdz3_g`K~Z=j-Y)%`qj9CDItpH7g-VFU6L>HApn9syZ$wgap7$ueK$Aut#i69 z+YGJc4tVHBc*kDmrL)eF5Qh$Ifx-ZHh_C>_@3;9^7Al{*l6s?}DNEr00EZ^Hj5sRD z9UH1J$TiFAx(ZCLBaBN4>l+N?^XpxcpmDiKIjXWlk<$jb=+=}S(bEa7k1)B>B1Mqf z+nad@Ds9OqPoqZNKB|8T&eQxw<++AtXv($-V~&3wmFjnPG0ZaPH-C6_tZUB;+iC~> zBHlSj;1(ER{{R9U*R4+XBS!eGh^ddW=BN*1YcPLDVqKZ6ql!4%b&@BlN1awq7c=i){Lp#lhpB zHAo*!^ZC~_Ff`?=sJ>=0rsDQHeMeA4%MQIUT#d$}B%8^JM6SmG77DrdCaX_reId-x zGn3bI6GgU}B#r@42fccDY#d>)HOZ8$t!o~G;Xex8T3cSvd-g|5(4Xk>Ht@L5CAt&O zYN@RFeoJeumf)Dpw9KQr9Huk);;30(of)CFhV5awkxL>pgbWV*M=kUNCc1kqV&D@c z#hmw&vh6cVwhS*^DwD$J+b6j-?nTpa+FxS183Vq<%KZ=L zT-DZ@ByMm46k=lvx{iaCRhif6m+0Y1KX;Fg}57Dt~r3@=xMV^sJ~+p+=`PrF$AGPS;45 zT|nE~0wraMQ~{1Fozy%+GEp6yC!jy)HPFZ4m|7KzN$=%|bVi?Q{y_@xmOkWxT`rfQDh1sV!47k^ z7a95v)w^k@#|g+lTl>e8SEGm2WY;Zxbf==&sHnqXE#X*{Bxn*aI92cNYe6GcWs$H7 zgMxbw^$H+SmcSKO=2ZJPPG*_|7PFkn<5UR#L?=HtvBr7zhDpF6Bs}4>% z{Xu$N7vKRu0wYP%H|nTKsxO_kErcj@`U5M2BbwKA+wr=pa68M!~zJWnDRQ%q|hl? z&UNwc1A{s6(a>tLt9H3 zQH)ewad=VnYW$pWl!%PeZ63Zb|I&y(__5NQT2Vl1g10 zX2M3&02n8|b9R=d9Zo!V$si7S$M}A==-Pd`x3pDZhi{pOrG0)9e$twem1% z0~p6_QB@K~PKS?5oh4V}q4YJ@a}rTS6aZ00B>*pRR(sW6;;nb2Frtbm0HTU00Hk20 zNMH()gPLnd7lFyBnTvHa0m1n1L~EGhOF1RPp@RZO6by8(0>ePC&@WQ*K`r(2wr!%2 z?T!=Ojyj)D@@v|)Yi6F;atyqAI334&^H;Sp-p=Qpt+;yQ821g4RO_cippP#kb*%+M#}xL6wlF$ZE2}2=4s$&%BU7D~I$MA;7OeSX z=Yz#ev9VAH1M#SHVsk2sU`0*G)Q0bCPu% zWRt4wR!|w@EuZ&$^Y~;|9=)jBzLBdfoZ?G}Ey$WQKQcDZ#AC55&2$TK3=kKck{F{- zOYkF6&PmQO(!3H~W#I94xvE2Xa+de=NWlb4AYgbGv zzx!Kw03|`%zQ?d9>s*vD)hW-Orv7GCDpT1QvdM_aMO2MOGRJC0J;~!Wn)iFKEa3Y| zJ!NdHW9i+$3=ewgQ^8}-6W+O<*P}?lqI)XvKOAG&)|7f>v}XmEZ(IYMpK@!_QcKL? zolCtAV#C8Xx|6Ke^FGiriWjH*tI&Ts>@2i9I}CYHubMav#4~@NrC*Cqy?8vxQ2AfO z^MG6E2lc8`&GvB0 z=zkiT-r^}AY%RI*^FqU9gYfV58Lrau%MY^X808%DRG-k+ZO?~oZ_{HWPI`fybLu;( z`f*byZ5gCzZOn6J9;1a0V!BV7IY7b4>(E;^2)xUn={Rb{%^ z?WI;LR&+DmhhLbV&ap1;gdv@sRxa%470qfsG-+gLG^o~Xrv~7Ul>4ak_dk_$w<3GF zOxlIxI|I`>1L@d)0+kH9wDqX$bi7R}YfVnq!&<6c_>I;H3!>Y(k$}REKpgkxyJ#+L zH5eoNB&%@&$axUwm0}ouaxq>l9-$qC7ctpfO$*N%Pck@zmh=R%7#(>Y)!%$4ytj+P zcN$!iZ@G%%NwzupnH&Rw}JO_oO*wS zW|&bId_&}H0T~>0{+!mFqt0SZcYroBj0VR~*N?>1GKOv4La;1x>-5=FZ6UTnl$0`Z!{eNC(WNJm}B4&s;PCcmd z_T!4oBKFEvNKe`!Weye2N~dC5wsI=OdcD3Q^T>nDUC3PgtTT+~{Bd0Kqd57MXKghs zvIE6eYj93SkdpD&8k^2-1~{3v8N#wz`*A2Ej7Y$-BKv6Yzy7C?Sw`X1FVYotu2 z%%FM`n$UDUf}$((*6_sCj?!S`8E%XnMpeGHYaL?W?G};{e8~P;BW}zw>7V}qU1sV2 z5Nm6dn%?SZl%8CG2_M&r=w`JO5NK<>TcHOCHKIoPSFCOtTRx(X^e} z!Ha^Xz0Hn-%Suf$Fch?h81q}d_*J^UP`$dhEApRC)$N{3MS5BpN}MpkqL_uHriyg{ zEhBcIPZrw9$S_`8-}SqnlBaNcSnx zf{JZjnWIjMS-j~Hnp|Uh9JW0(=~h=vhXDC~I@S2l=b*(-s6gpnbnD6P%`T&{o%RUF zNa|&_L4Xpi`DJoQrz~f7cK&9w_Ko!unF7E%ZNRA(++-TEBRS_3;D8a$X68>Z8pZ}V zsXV-%f}98gHBwDh-+Lr1Cy`XKSjfNwu1`uyN>0d)Ud4roDd+O2r@e;RigP5m;xy&I zA3^o1LGQ2TSl1B5;Ii#F^9Qqf^gX)OyIWYGWcxDY7XV7*hCM;YeEh)H@x#gMA-gY$ zi5J=@Uo!7(YR78CynubrQgP0DRoLQLLYX*KAeF{J$m)L#ib(C&DG6X%_)rPS9d_r_ zu&Yojd1xFkUAv#uf1Ycm6q0)w)Tw=hg`FUbDKQPX13iDwPr{0@A>K>Lo$PYJj)%~D zQC%vW?Wg8*Hk&d$JLA0%#cQ`uyYepx+}4*MB)zgnIAD5kbM&r_fsBFoNK=(3u{b{c zI2H06M$7XK$0Hp_y>)sI#9tKX?6F6wJ+ruS)9f5IkV8A@^}2bsS)hI(lc`tIY{u@yHv@ zMI~KEHwhNY}nU>R2BI)N&k*!qrtItm2wNnu89`xB_L-J{KOBSuRfm2YYULF645dFA02&$K@klE^1_dwx8 zZGZPq2D)LDQK;3V>|;8PD`TYcXCsSwfA5n>EbinyTgmvXb$B54Kb;)cp&lQgx0C!1 zPp-?c%r1*~=O#5l{?h?g7sI*1dxZ_`naAf__@&!jRI;2cH-20CvL%bC`kD3`J*A78 zBSP~YvdD7ZhoxxH1uc4NDk{k4a&mWKQevG+Op)m`CkN&gVO?B&r|_zjoen|fm4|Ze z6#`C256`%%febPZMInpaRj&0^broy9A%zr#g&8Lm6G~4D!1bUB8N&7J=}|O=y@#bT zmY9NyD4+teZ?r2r$$agt4F3T0(ku-9M?+flgjC8ZO43C}PA=%?pTk59#X1w{S8w>$ zR?#n`JVYFSvcT6{wv%mnwQ_tVO>J*RbVnIgb-BlzJGk2h+F!wG#v6rPn`v?W={472 zib8e*%-B^KCq1i?@bw3@pWtcr>2^3-^$UAPD{$)*W0jEL{#|OEo+#5|2luS!(GZ%& z*2~;oPj@HYmCJvJ=~$LpblQc+aKZp^Tl>e*R|K-E5PtNXj>yf)Y;@E3$gstoi@!Jx zBW)S{GgX@VS=0f|!GQ-T;rPC7O{msd}`82 zn`9tu+JNwVM>!vjSy)IiMG1cIB)H_{4xgC>k7}_DYviav!*O8ppOu>@ll3E<)F@r* zVLHv~K@={fNktb9yJKFvc_b2h^*nx6Xj`H&R$n`5%My6qx14$&{{V$5pov|MQ)k|M z;|el)&jXN8<6eE@Z;M(!mhESvqH32oJETV2ZoS9N)yVer#%rRE8g(BmRsR65>wmcB zokP&VyqU@KT$L@if%Wyl!2CsWUL*LIpms3#w1w83C;)!RE)^*+_%+W!EL z{7;(o7W@oA-->vY&>)$u5sSGXeNqSM1tkxJqThrKaF|yv)^g@m-Zd~wZwXb-WSc8 zcC%!VrAgg#Aes=3}P0uWJNp$>?cMrhT>o{{Y(NC&>d5 zD{Fh>~l#{QDNRX6Vq(xg;NtLtFOOT4nA`DoZy7qL8oh zII7+vx@`|elJtQx!c<1Cpm}_8&wLzK@pfE~Qf(v8Y~j>rzT5U&NE8sP(o2#0S8oL9 zAP~hNVynxbD6RC*C+k?2zAJ}S*KI7Kv1r7&E#_=EU^yclv7gSmc_E4=65OjQDx@YQgzmT=uRMF4W7?vU9g&#{-wR|oCnZ}we_o&AUNzzW0E@c4pjFmkO-9@d zd5EhN%j!V`3~({XA6oUT6U16ai7ou?BJF1AWP}Z}pg%9nr;*>0`PY+Q1y+~DzJJ&1 zZ5oN}5ps#`Bu=63SCA4`F8I4 zNdEvhAO5+k&{u7>M~#OrK8Of7z}_PTHL@sM9#>ojU7IlQtJ}#t!51ea;U; zI({_7@g}2cK)AM!bq3lM_tpOZuOnqqO<9n|;@c-UmN}wea6w$-@~e^Sx_rNO;WPfx$MY4;-{{Qh z?Gl*hLxa1y{^|Fu`y_8L$0D-0I4Z*g8t9H)hp4X>(GE^Ko{I^2kyfVBxB*LO;z~M$uuWEs$ zX*!-g1p=Lgam1E6CnlDVQ>Xx_=7u@qXr)DxHtMW04NFES8G`;Aw^DqGo-`*uTMfW{ z4^jHm5@B^8Yl^mChpnumsnHBoSm|??I&I`*n|40qnni-(aBb!P z0KQFiTWIIh*9@{8JK3~t_38CTDJPj4lJLl?21zP#2iB-bt?BTOn&v$J0J3s_O5E{e z?3zc})cn^CwEqCQIX}|8y8TRNXa^+V0o0n~tCG>DD|0iVmLbhuqpF+5wh?Dy%OU>& zWikBfl%6NQxMH^Ui4Yy+C5Ze6D>BDNbwMq{=0m_<$bZJVD_uEN!Iy#uDg0Rn7(ShS ztCo0tJv}0>{LYBqc@!bDzSQK!?cA=UWDH>kKAZ~Ou+!p)bav7H?{+soIa9_xxz9Cm zZI=n=D}`9e*gZFr7ap}ZjJqStyJ2jIfXE;orycqqs5O&U(3w`cvLcEk-4TKz@{OuV z#^lMt$4^i5#aNC7FqKob2-j(Dg_v|B)3r*`u^GnQhlK}$lb(OidabHz+GdAq_MJ}U zEno)-t~WDd94hr=gZWmGq}#Gz*Y)!`^&~zV#dNlI+yE(fUxue+bzAxw&cMk=%we93;Pw(T51#_OGbAm^{1r_3+ zTTxx>2Tdy@K4uS{+gOp;KGhAp7dLl_4XkD5W56DsrmtL(`;I>nE4T1Qj}^6ycXB8C zMZgT(zlAgMf%tRy)5KyujXq_oCa1WyGp#%kIgM^Ew4dXgmKv4G?t?v z!9UKJ_6L#F;{;bjs9eV#qdPDJE^+*;h`hUYKQI|NuObzzRd=beF{pY*h4D8@)CZTS zvgub~0htLfvwErR{{RB~_^!z$iP0W5SBZdRWjmFJwmSC3eA#pZCg2TR(L6z`cyi%R zpLrxP$^Nnv^G4rQJbxowJQ|w3H1axOSED|IHv3|2geW{JFv@}sPuKA4#ZjKvImX{E zMg>e#ebzi21M7}S>)N@^7sv8lsx9@F(m+<02H+0oZ`Yo+)m<@~$ViLj$1;Y@kult) zbr|SR8Ln@tNp6jmU3W1q?4w}tGN>gvNe>yuPd?mWb*ef#I%XNh91gvhdXH-AE-jEW*J_maL_1TDr&bIv<-?_HGXx?7Vf%1G;e(G(WYy~MG` zSr_jdWaG6Y7uL5AvKiHzu;gdyR7I#W?TLQq|6jL|YN^5Y+e)B&8ITvr`hPOhlzjb#;Kuv-K;P-c`JxW~x213fyC z+zz#S?D$yApEGV3XvQ}T@(MZGRWIec{uBgV~)Pn!|T5k z^y_ExbW~kN;j#PUkqYz9Iud&07#*@jc{Z=DYMvpuYn@K=Yoh?OD{YO~wU_aWLgoYMwAdlpXW2eeLu6e9G?*(1M3tZX0cNVk6_Q0tJKYP#vSxUWnPVn2Y%_@h4G;>2cMR6M>ig4<~1XZZ_ zGi@1cn(TaYqefy)Mij)ckR;pCq3(W%`PVUQ-dipP4_tv>%?j$RH9d=kJU4>HelZ=(m zAx1d$IX;xj3#XY;j&e94_0N3fou{$6w94V+@4@7I@!0jK?inrh1$Q1_o=f?C z)3^A3RpV8v>uW1s=c88z3NMl==(p4E{=Y-G(n%mOAm9$2YUhb`NVUBoVL9I$iQ*%( zs5t&)el?Y%PLCMFWk>*XT{=hvBXJlU=C2DS8>V=*Q;f7Z-wx!$ATixkz9df{ z{3Axluq}BYh;iEllaI^ut^18m7z&1T5s+D*b^u>eeJjR1LE@M3PPskJvBsZj<|{^H zk1!5Pj^`wP01B!xl$(Dx%;kOAm*ACsFT~c@mr^S#NS6FIa0$Ua!oAk!A3oTxpyYa2 zfe;UxkpxjAnH%QY^B%mO_32&>@uKS5J4JHabt^aW=Zx@Ke}+tY9*5uRE2|S3O7dFt zCO3K_)t7}MZFU=(3$j4#Z~^}KKQH*#SAL)-!PgX9+(#iG70CeLdQ=zkfw`FT^{gE4 zO3mGto0HV!bw^;pWPL|LT&ATZ{pM}$pfac+vh4){9=YTH0IX|sS-Xu3WwOJ!T9Vq^ z%Schw2oe0oxb@294_>FIOE>0UoRuXU$it<|KyT+tJ?ha(-q9l`D^t6-GZ z!fsT&zq~s_gVO+TKTa#xwcT>YeM;8Zrk$*v_gzZ_WUx$UXwPzRJ+oXVi1gh)=T(|t z4clFg(Zoe2o72?G>UFtO<$rO+OBT$sjx&#-s&W&zImz_R zYRKh$#3N}3l*dZ1Z(?-~Mhj)g5;x9Nebwqu0T{N zU3#;8x zz(zNZGBBZBfH$T(pUm{`YsmaL@dI75#1qahqeF!kJhJ^8ujiWdtrx^`Yb0BXInr%} ztYGiR9Fh;H>NxLMO9eI3=R&H2;>ZBlEMJ65!)NSHQel~Jy_y^5=Tgoyp9nEQcYD&PR2&SyNn#;40itjI>6Pn1ADBt zo{l`Yv5*h1deMr*%e2I4^7T2cI+&?OT(DQMe5ot4pNjrhi*_)v5CsE&$spQPg^wpcE;G0h-}zT9SvuQw zIw;LS5JP4Jer^IOUSwm*JvNU{-r$|}5xcE)X{>7rA%QKC zxzAQ0e?PBUqp5gqZ{{SEBGpj{v>tu{JlNT}( z{_*@e4%Nl&W}Lg0XLFWjIV^kR_pNE*ov$qnx|VB)>h9#9%+_pDd1rxL4v}^H{gMy{IHf*nf5On_oknsx#)*BV zDax0Hc_a=;*0Uq%dBN>owRn--z)-5P&J`Bww07~k}yA7^f){#r&!2mG5NC&vPsGR0P9x0tPso(mQ-W=t6fhs zvb8weY1>l|N3u4GqUt79<8}z?U9InpuQmv@*rB$KKvie?+yVapj*rOKH>f;z$70~O za%-JBl(&~6*57a}*d%g)`qe8LiJH;bc@9#!zkR4rbC$WemgZB`yOziFABALE&viDX z_F-`{Ka(=(ow0tAs(|f6#%ZFBm*oN}gkj`_ApFzp| zs&LAD&U>O`CYjyo(j*ouhLxoQla|gd2ew}?Qva6d`wXR<3=(llvEF<%VTGT8M#pN()jjn~^W>27V1yf90*_p$BWfs^v*gVU~lm11CTjfA>mJ0yT-2cah? zKh~n2Dy1km$5sulr*t(f=oupecTLA6R)u3(+Zm)lr!mLFzhZp_Y}c_uQtp5PAE~buB z8WEWyVYR@|r}$Sr1=+idPbVsQRO~AlNOb)w_FX`~o1L+t>R*xmeX06=(pXwpt?puq z<8TigMU_vogPxq6ap)_@tBI*vDLoipvDjJNDqEI;7_#!pIQ*)vzvbNN?w(}9nOI5& zSAsa?b?;c3KDi|N<;I^ZNeGVyHBwKSzu(Vs^sdTFapi{KqYAoiaa&%)*(T2mYrDg! zOBB<~A}9fIz&PXat?La|?#!%~SCZRGIU!$z^#_Caif@TLINCCfvf&8FMLG1(`OR`-6x7uAB2ss|I~e?HJ=KiXnye8_lEzV_hvaTY zTpkbUTn4kJ&324nh_)B5MOKGYk~@KGI6Ktik%B&=x?MZUx&=-Z`xWjgo--3oT2B6> zQ?catHkY<);#+A@WSs5e^Ay_|UQ@I04tdRc1>6uqLdaE#AH=vdktc*~E+zX!EB1Mh zJLB*59SvH{(^i_Wo4%(%rfGA_u&Vs0l6|YO(scK=#M3Y<K9rDMTTKihLk+Sr3<7$L z`{Oj4HJ-Bbqsym-@65}e$a7k^`bXQYl6lSZd24|Mox91;a!44@09Q>q6IHL!&bDJl z6%^wuuBjZ`>QLyh8;Mx%1B70u{64kMjb~BTbvb964Ux7s5O7sH3?8T7rFK_ZEXmD> zgta!4KkKLAkLR3LCH|YK+bowiUK5fa%s0%}PmoFDxd3GPV!P>4j4thV`sw~>lZ?!# zh?it(TI$l;T&%K9b8ixm7C6*1HU~IfbMN)7+5BiOK)1HFkVAmYERHaJjx*QNxyWwj zxwF2s3q7!hY#@Hy-2 zz^vp}vWjO?_P1AZMRX+(_tb_`pmo{~)7z7r@M>ExNNsH+c^jWDMF%oKe_6)viaB29uFhSeahPEJqP6_IahbW7B?n(?-!&ijLnzG8#Z zspDwvjO61Pt5Ljn74ND#i%$^US}yX9BPS}M!N~sTJ^r7qNvU|QJNOYJdy7e11&7K| zbKSYe>0Di%LJ5|p_C{`}adhw_`A*WHV0Vzax%K}58ciF;Q#G>bx{5SJWJe$e8+!wvPf<^K zu5~$~WYNvk?(T*)l%j7PLiZ!wk<+DU+i3c#qQw3axbgwdma>;0u5nuXD7bRXekW!h z7djGBiCXT}=Gd_f#mEb{oRiYJ$*p43>>>~%M5RC>M?Z(i-gwB>YBb)4E~DYAO;X_g?PGrOugZVIv-GbA z+UYvXcXHe`kZ&-%smV}yCy!3OE2));ff*wc#pY&J2OEN(nf|q#y5=o5Mx9haGZ_*v zG0#koZq?C3y-3r)H^}9y6ah`Ux$Wi5!8N z$c{;6xFG{G9?A(L@~=sK0kvpS?(;FjD(+a*g2UYZ0Eewux6>>%#Supgaf9t!LmsKC zTI|g;jM224=9Q#tXHa?hus=%lpAPDf=x-$LY-F6r<;JDLsLxV*p47&*jbair9hlDp z0=fJ9^?^$OFb)6|EOmK5by%)@s~tw8;=N-30CF3(wzuw<`Aq#=?;p;&o7<+zbZG$` z?^Zeg0PEBmZv94Kad5;y4}ORIYQ@?MkM&zs2k{;U;p>?j698uVRpkV!LnYsX@G=9fm*g6k=1D}X|lE=~sC`L2H3 zU0HOocXbeocWtpoh{wzaqjSQJolnw|ITF{zZw27kC0~)T^KJuxPv?$;v8Pg0XLe29 zozDGr%UNXGZXQ+6Jj`J;{Lkf9ZElUkj5ex(GsivaiO?XPD~pM48H6f!s6WJg1$KIE zv%wQQqYnQ7!{{r~!d9zQw>^Q_yG1P}cZevaysDfYPoS#rBR^gTpr9^F^9A94WBODK z#m-pfl9rgR6ph-QO>Wc!0ZLRb!wiZAI8!8nt;pp$9-ZnsxG5SnexsjS5Sl8}g*oD6 z=cx4*!Au8Ld#jUeu;EBK&T7D_*Y?eGZ;1Z@)-OTp?Nck;Kr6ntZv*0VkrZ{2M&)0x zddAoFgctBZ1d9G-dy&-SWBhA7#8BKz98z2Fz-_XpLZ{xc?;bgIYb#4^G^ztk#AK=9 zanD?TOy<0q;_9oyMJrt2w~{F3Uo~@|yxmEyrMl!Ji39{^a2ez2>s(ygz>3P@;e^Y1 zZsl4BLI(tbcMc9Q&||H1ejU3SrG!&&Rx&Pf1_pgAo|2k=psv-~%XrVsjm^ci#DRci zT<4WNfITaivAK2%@|hWk87z8#g?fjGG$qya`7KG=I{eW;_glB%dK&XPcv{(smuX() zcKV8Vo_WREHn5zXtd5IM@jk7m;6r=oLH__er_6wTImrACNv~^A>yX0jZROoY3bw}u zSRYLCIj&n$Q)vGHYPD>~#^5>w?mK;HEVThY%s}@BvW0v^Bks!RBKnxx#+P*j#;3N|GKd6RW1cyzs#ldqcx+F_ zv0`WpT5K_>T%dMvcqDXQe!ab`Ggk1$wyk=%5nM2eDA5d!!D2>O{%7>3>RQSvR5%hp z-9gm*)$4O}K9bSfZ3@3Uh(=2R-|*-2s`k|)mqz-YmIDhl8CR5Umrms|;LCVM&-J+e zJ;RzSavO`~R(m^jhA9Ybo4OnTf0Y%Ks!2cMo$;>RQ}#cBk8$F=<8tdAs>>#RbCNmr zBLx1KtxXe3miE|cT8vSNUK3?VTka1OXJvQS_y17s#e>p>BobB73 z=i8d@O{8)H%IorZMF}VQnK>0`EUbPH5 zapij*A5^H9ypEqu`$nO3mbPgmts%ewe9|B2Kgq9a(R38jG{k~3rs0NWbJ5!!K7+M$ z9ss)V{k?z?+BKEq3`r!<=5P8wI3Cy^jdpi;k*Y}$a=1{;>POr>WMJp627UOiS}=qu zn8{h%$1|&5>K5?aMP|@Ru$;1!mCtPStSE%g+G+ZXDfYXBW@#e_g73qx*BHiqE3-Nn zo+2{HtN|awN46^FpQ2h=$F)&Q6S$Bulj=`XUV6e-sV#Iwy>u{bbi1puaI(Y}3BcVE z8DPV?AmAKv_*T}PqCsVDA=(6Eq9HgxQ`G+eD%MpBp;Q0|Km{##(!x`xuIvV?g;1&h z1AqX)6tvfoQ;w(5R1WO@PacB0gh=xN!t#B4R18ZTvB{!}pc0auNkD|8#X6G|0N&&4 zS3A{C^>e)@G$jDYAFo8O?c8&DC!wcP{SgtB&?iu z9)_$Wiv15hhLG-K>b@R>P>0K94uIqcoc^fiZlV|!yN%(mZXiry`;+o0Os{dhUY zUrO!i85Tv_${BqPa#g{?rmIE=lguYwE=@$RhW<;RIw--$U9boP&?q03by`i`_2a<} z+grxOZa_%}PwAg(*wlPIX??Y}D#(W_*yMc=U*}bhinh`2V(lDbB#)V~{(UQf;cHTs z*F#;1yi?)7?VTw3VNLW|Xpca{x_&>-yh`qAZLS&{o$)+vw{rptA4VRZ%D#oSzKzf% zt^+J#+D2djQ_!A!j(avLOx#FNZ@;@%M zI2Z@ zx##}?twyh+KA+^=?FY?VPT=Qs*(IADv!0&S+d^)PoN7y(xAp%31mnZfr;4d(pq9F% z5|j474p>K@yRuI({yAJ!monQJ&)GaTr@QSWGa?Khp+ld}ptgsRk5me!;NJcL9g zk2&e}>6+>;^jI$9Ws)RvK?iWiJa_f1#PD^zcW_-T>#R{J-xR2Q@b%XAO=qjOQn&Dy04!`$p+4H3`MUMWZh=joJPlo}IWn9CoTJCy2D$n~Pmm z5Rt4*OtFGcoE#Kk{?W!b9G*B8*$Kj;_gc`#wicy7i3XpnS>EbU!KCQ+u`7kRpUX)g zUBnPr;~R*{{LU$LTi3UmD4@|anGrLVduCu8INA%IGteIStZg##_9nS8hH2IXMN&)r z>V9E?)PQm`_|}!Khp%doth$tf))_(AnECUbq-P_HU}SaaTS=&U(q>fX%5U9QEW@iu zEDsx6Sfd5nBaSpgM&lzLGn4C)-lrFn`2^a*V9x9hkt9*#PoX2PO0#R>%X`~9n|Lp! zjPDB>Xw|lDIl>Q4Ip?0Wqix}9OL>)s>2R3eCj@;l)1`7wwIsRjbSxcCZdQzID}|W( zsikR`(G?|%+oU^NINOq(ky=l4r^1|QR(r9~BB;;T6|(kfiG^G!>^K6l?;rpij(XQG z*IcEdvFTCEXtnP)*^=HMHfJy4i*`@%TU}!xm=)4^YVABnX*}`R%Vr^cjhm)!+2Ddb zN9SDBmd_-s9Ba9pfS`9Kw?ul6hGPQ4C}p>i2cH`pmXHiHsq5Hr(~8oqbt-(S%1`8H ziosID+DP8F)1Y^3o$sCur#pU`u76$8tYnZpmhnndNmGOB6gUvB+8%z z+zjx2``1IOpj0b?p6AxQ>3d35RpoHQR8xCt*y1PDpGLQmI1xk*%cna}zqj(N;jHS~ zys=tAXA=3Y7krL-9;9GnfzMjfzl;)UkA~q(KM}+MWJXuQ?mJ1xr{`Y16;4X>TAqx( zv@Pu3pVwW^gy>e*@Oe=tM{|x?`jc21hld_O#U4cm`>aKJ3;8lB#|_)kqn5+vAqu{I zI@ankTE&p+Mp{i6S~L4BQ#oL{s)cNK?p>a`W4*pmMDa(rf| zAy*Q(?5Zmsb<{SWCg00k^WDEbmDz`)(+J^eTJ|)}-qloT2?K?U9#8lWdh9$Epv|t{ zEyco;;rw)QbVLtwmv_}i%Zb{~aVr6&U?flxiiWcR0?Yu9$)j2*IMWsYVq(BqPmr2rm-VG}$c+Ebsfvg*+S`*d6juG_YLXT5Iyf zV(Bz&1IVm+5+A%c{Oi#swT688hzULW)+=~s2=1C_PSD43Rrzv$mFHB!P7d_-8g|&9 zN%Jn?Y0R-U=J~c~EA4~QxNjV252f6HXjvl*Ne)|YA|~z+vF-U+Z*LIOZd4Xv%n4zS zm5_Dk)OD*@dWC}6@4Ivm%ACgFIbeHWXFtli=tVeMO3ZsZqrsNw<$}J#e)1pb?fj{b zY>HCJAO!VR=xWD`MxQ3A{{Yz*6I;WR@-yxv`hol-+a|IhOYC9c-kyiA=UjDYMlJH2 zDiW5lM`fqpd1^ajws`#MBUW3j%h8{x^{hL0onrw6vHGhI>suBMS=2jhAmrzaSCdkc zjm)P;aC)P5`C1Ll3YSqBkg6QxIP2-uX1SXW4@!Vjkxbx_gYii>5DC^vZ@`5#O}!hJm>3Ft2C4DV=7eiZ>i8lacwM2k|yz- z)G;J+~J4_fAQhScufc3~fv8QM4@nX!|M9Ad1=ti6%jJacizR}KFF*RGFl zo8)@46-TTYrzVR6g4j6DGgRf$6Zl8AdK!JFiES`w>iYVCP~++JzKvOe?!lymaeQQ_@!OZbokDvTS3 zIoe03wR*UGQmgLuJe*DrR97|bj+vQIWSmqFD>nn>AFVTza!ySZ)^S`+Q(e+DF60ijw_)}F01D*g*WXh&3t~){5ORFQ;1Bj!wP9Nm3R*qHbw^aT-G$!6 z`@moy&aFo(O1qHf+qkYXOVw_!)TPRXmvB`;Ib-RH>+P+C3z7!&`VUHsHYeM+WIGem zQqf(48$~T804H%*JJn9&t{$|Q(3DX{AQFmNN?=Dc@xZxr^aHI`T~^e#)-0dxFyr&5 z-dlO7WJKK{9H{<3{=IR!ma};aq*h@|Hw0s$^u=*vaZZGiYjN1`6_u1SkU{7{$TYRY z!QvCAT|;SdN?k}dGNR=UPB~uRQC)4V;#{cy7b81K>-6=lXyPGPZNy$l$l18&M-4Dled{DH2QhH!^Jm z{xz)~gmLu>4NjsI9FdPt=lrY5sfejP^gVi5dQ`Pa?8%Eqj~_7q02;WOBn3lY;O4B) zsKEj;I}{IpTFSifJ*)>~PnJCqL1Xy}$#SRM>HXtfjd<)V;EhRKvE+h!RMXvCqAYQy z)lfiM=Hb<4zhEGWTpsQ~&-1D}qw1Eou|_L!`Qc97GgOmKJdv$(ApuLW%&7DM= zkT_6#bo8pzYO%x1$TB;3{JNUXxYF3@4?V-V4vs^H$0{?%Dwc(B8I^Y^C99rQpDSk3 zr%uhSkylXFUsseys>yE~3xPzSzq{xz};PD@RZ-{etTe~IqmlK$S_ zG7ChcxgMt+eQ-Zo#xtF1#{EC9#PjeJQ>>I#y1$W1-9RAYzZKA0MU*5dBPWF&yH*XS z%;Oz^_GWAoS-IR2MYuO+B^#zT?c4 z+61uw07;VJjC+XNDk_7XnEZQWbLj7wvVcJ$*otw~^xM%<^%lO4wg z>s0QA>MQwHs~{jM{_tRZM_Sf&YF_K!UCUKep5}ejg_+VQ;{~Jzj?K6{XE^WgP|I!R z#!wQo5LKjcxclH9oN_71+M-=Ioo5>c=j3gqXY0jYSY&ixJcJ-%;N+U9(yP%9Qc>z> z*lEa;!c-@h26k=!wR%8ylB>CoMIA|~bzNG=MX?iHIE@boi}$2I-BH~8_N3A;^9uu)4( zSseW2?jgI@eCWu_ENoTKhE^Sjt!bmqL9E%yQ{|DCJuB3v`yQ>6M$Vn$6uFG7!^@N$ zG5!*LkMylY)G#*&$nB1mKxxt2X$ne=HvrZ~mt_>Xy8=ksg_Hw;PC)1Lt5vjbv6n0) zj<{bVkV(&@cd4fPCCLn80lS>_;<+7eJN+i&M2wPD;KsuzK9zk%{jIvZp&9=Gi^?Pn z`g5AuVmVj6)XCC>pSsOCbc<$k5M*OH&swc6j|v=M|{AmXOB*Dh>lhAFb;m@2xq92)d!V{h)w9%X#K$;z9#>9rHitHAk> z=~OK*CA+gnlK`B82Yecuy(OvSv0d5DSpF20j>?KzhzdHBT>i7-DC{C6mqh8gS1f*3g4>BC0lOgOkKs{8sX;4a=3jOKxVxQN{v#dDvai`@8-d3sKBu{@ z{VcYi*}%epUP1gP)7;k_alG|8B8Ow4{b^~aii#B%YL0+YtGoh=S||XdZq&4m+JImw zX$2^tk-~}v6bxFgE&MQ?9Jl+mIRJtP$UG2h8&V%(+a?E=#DM3Z^as+huT|2AFdDF4 z!Ekn?;r{@*+&BLKUaVK2TI%|p-Q({>HnC*3S3D1X)w!a0mK{ldbYye~A2|7k(D(dn z3OMLg(dY+CR4~CAs9F*^UPtRvBdm%UNFev8*J@x?sO6eCQ+%!!ef#|?d&9EUSpXZ= zat=G!oobq`<6lp1gXTlErY9%x9jiLEqfR$wv@r9nE?Apd&a%VHXjx$L*s{pqf2IyS zI3~GEy+_UYAx3QRxc8@}o6U!ri=O3~SQ>QxElh~?-!ztS z*SA4eBGMva0UVwVZ%+Gt_1Bd%Y$3`OLHt1Dihj4J$8UWKl6RfT>RTh_BeiELubY*c zMik!0h4#B0v?QQ1zJ5?TXWaIzBr;r1_Y*eh9OaHHdfLJ}jV-`I@{Vf`Fj7MY@hf9B znyJi-j8*h3h5%xUm16;Mnky@#OBy%OfPAx)xa|OS&uX8-w|`BFuGI5smUW`8uE0Vdsn(9LAb{^X^nxsJrLbK!RP8fH|%H5gU zQwo|%oyMK4TU%W{yD}AHxq0jAD_2^xx02B%iPlAxau{POeF#14%DmGS6oN-%+#g!I zYvOCWW%Awkh5i%i>qM|JNw{jx8uXN8r+Xcyouo@;YjW2z$0|;DMYTX9vCq?`VP8dY z6u~UzkqbY{sMs5i9V%@f#VI&zd4}HV#BubdPpG15kW0fLaN}n=!wx+7|BP06@qgB#q&DIPQ4wUcLwTr<0gJ+@;-}iC~IZjsWD7SargeU{{U?og{%_VNBUKX;mu8$O&!`pakmBHh$}a63wjRN#cU<5%XwcOVBCGgGhLhE&Ei9T>;2Q9Swp4HZ3xaj7$v(#csjp1bBij3o){{UL-0|o(TXXFh;eF*l0t7HmqNW{mX0=kq3_Rbdxq z^)!t+NnInc?^g|RGI+5pgmPT4k`^E_7|M@YxV|YDFg3(%B8!}78OOP%=B!GKI+`nx zweeiLvJaxhf-5!lp1tS0Q9rOK3|uF++&Kz% zDPfJkcNN8smn}ODBMvxbvbdX4xV4u4qZGTsyh1*5J4oLX1I_Gg#fbkE0LakYiA&gj+N&+eVxQIPc8odoY!k8-ymKI z?0D!g#da3DgNtPS-dKWjC`{Ke=5m{xV6k~Lkhp* zNu-(Y3n&Znx`4sIgdU@zsU6EG?$Uh>5)r2p}CStNGAeAoFAoZYPvkvPj7b&vBz%`m31l$7Co|h z3|2myeuClMiYji-SmUoeAM?k0Zm;6O9Lo$Vl~25J!9JAbPP47C#-x>VW_Ne-ocU?doe1?^n0IzY(jTSk6i9n&R&KMR$3K#Jd#r1F))r%%=bqOz;J1 z90RrIqbmhlaGMuXO(av|4Je-zx8tHvv(xlDIuRDNhYKQ(EfICn(ZR4@(+w zT4S|OaeE$5t)<8y#Qk3-Kx$GM`0PtN}UeLF8N^Ehj|oV@hcI`TPb zym(f9{#7^ zv#qtMAR{v8{o$YGThA?oRj8d9OiU@RSw`3FdTpDGC_kra+qao;GDjT^d1b$hWD;$L z%*X)8n9a98hbI+n{7})qM7i8IMn;b9%>)qqK>IYL;<48_lwf{n5(j^UZwhvbvC+pwyA{xOy{i=agK1 zP5ap}PdU$}RI}G4(ppJ{#>mf9>Ky$&Ynh+K&2pIwObp z;C~fqb{1w0LeA3GSkp1w!Ec9`{gaM&d-Of&Z#-_^A=TQ##?6x4VNB6mtoInn1oCjW z$G$QSXswgdQRbs7KHt`-pGs9+ouO#1ztY#_Lvv}hNv?MNFv~Cmh^0;Eu;-8DYpK)p zolf&lifikuh-Hv5`#CBI8;Aov&M;4=YlPNX*3(x@c&`?0kDn(#TW1AH^{l92Cka|_ z?mN|3^1Djsb9Z^>Xz2()Dlu$*Ym<)Yt*_SL0zhzt4&l0w%9}o`JTaSe+R6YKZq=0| zG@P@!=Qtb;)2D}(+McU#md9i;_NR2MeNNw2)Rys5;#XfeQ9)zXitrEUD@RAvZ1rRj zG^rafAQtEw(ASsD8zAmtM@*d468>vu5=6xuADbV={{Yvj`jy``?)=Vbv?8I(v^%X= zMw0sA+uFKADd28Uz?}4{HA^)6G9zs=B7n>~ZXI#yT%vfcakRD_has`nx&y7le_|a< ztFY+&AAUR6JxUef%9_y`QgPlR3g7Htdt!`U<)GPJUn0@wlN; zJ-@Fa&XIq2e6D3+s;##x#_F-RcBKFZ_`&9vPqr4eVL%ziN%y8g#OkY$;RM%RCGSMS zw7uCr$n-rc{z2*f^M5*)?)nQT_ssbA{{THJFH63XEiw@BZX}e=%BSd-X{Q!I47PIPri6>N7Bi6RE?&){kLZi|0ocvY^Q?Tl=`N{y-r z!B7--9M_j8IlgI+mDsHWce-?I5-*=_j!LUG+%9@!uj^icq}@Y3oM{v*2t^o;M*w?Q zHn!4vd*o6O_cf{E%d2S>;!?tO`8Ke|K<+E20WW!`gLvHNF-0XAuT+s}rW07&p1ds! zMQb0QGMqDGV z-N&h=8j+U4C`o8_w4%7%zZA;`F+N=MP^0-({V&9yXl0K2FCm+SlmZa@A5Y~=+d)f} zy+Kl&S4imvEk+GI8q|T+UiRWUdv-D)kT4@*83cFDPgwpUy|=Zq9%*)zm z(=lT{$oH<`x!y6Kaq26wh9;#ic3TR~9X0p-c+dXt^{+g;1$DW}JTV84rFNJ1vNeU$ zBtI}ihw~R{#t#EIKhn5+=Wp#)X6nc@TjQE^(?_S4X;H5tuDH|MKxVchsK{=WkqYWJ z0PdZ^^+g<4Pj>>{Su!$%xOc2QGX5xLlG1iWnK)#S<8bUjuNJJNmC^1(+`4XJY8Kk1 zyol1?$nd*h75Q*|2(4Wr*#=qpW(O>JIrTLE02AsKlf;Q;s2NCRRbp2mPk(dRcFj|_ z)uXbtEh!t+ebM*75lW(|I%?f~h=k*J{$$pgJl0pcZsbWFn4PGg0iN7e_N8}eq`(oS zjhkjzFGcnqrnnh=Q8UQwper%ze}qd6=4ZNSTl_BbI3KK z!t!-HVMg-0JKZwx$Y8f~iGvybqqwz{n41Pl}@<8swoN4Jw$ z5KnZlFFAj4(R1o*DdFX5b3aeaim+6t>UHs3Zj2f$PCW`i8jrWlA0KqMqOkgvXR2uD zb?M*YFm=r;^Tl>1=I%CvTUR10U8O>=02Ksh*!pqmD>qNDb8MFKwq?qK*aNO{pL_vY znx~9yJW~u-*Lpb6>nUjD)Y!!jif2sE7P1C ze5a#>lZ81}lx+H2%k%#LHeyYsTEq9IZ1)+g`-tHHEGwRQCa1c)@~&BDW3`Vb(xJIX z1bIn=DPRKz7|mm=*zcU<1$vS)WRIL4Gt#oBVH|+B7&X7B#elB}ZM^|L)r&MChU|0R zx@qaT!-%xiw;_)sE1YrHn&Hf+qKtPu`caiM(|QV?E1uHJn9^c;Hpy@hzY>sq#@H=BKTDJQ3z z<$om~;Z}s#P{LZ-c^*wIl;Os2?0nbWEAae1uKN1Y8 z1H$@_JJ*cIt6yo-nR7hDtM8Pz^EK$+7rUD3+s?j{D2$*Of|4WO(I5pHZt9b1N{CqRc&7IxB=BXN(j1wtq>Tw)Jhjdbzom6n zmP(d(_9h7KB)Dy&89*w;@^^8W>b!Cr(x~JVNZcX3^1~2lA@gWsE^1;~ZpG%aVm_D zmB#^x^ffrROPx;FM5pfA1kpNqlW*LKjG;YGsP#V8EH?xv%YwM{;<+Cd>Nge_l~E2 zcqDfHYV@#1@v^jgLvguA)A$RqaGLb;I- z`^*0T)~?JoYEBkT;)=ghzwuMWYp73bflx9j3I;ll{{UTM>1X#~V{rGbJ74jf+Sa9S zdn8E{tZ~I6qaCb4IbrF+>0L&PI?E8j2af#LCOKM3t&evu{v4Anc!tGp>}83Yk^v2l znD1QXm8b8CTW?Sec9%oVw&&<;k!@amIiAYe-8{&oUF_H($Lc-tUVT+Jc);{&%|<-W zpq?PLhR;cNDYy~{Q#&MKy2^F<1I!lXXw}G(a;NWDDxPy;Fz^%9#sN{!$Yy#IiUWorqBJ==!6JSyi<&blZrt1tqm83bGHow;0NvK^X_AHT6#u z-fB}?Bt9Cqv5ZdPT~&jSSdy3|Wk}$RVEa_a`oD;#icLz!-YZKek!Nc(QtT0l+l-!h z$I}_jZ5X(%Pdbv0>AyX{Md$h$S2GPxJBe*!lgo&y$>-&6hmU;KG__F@oB~PpuGdlU zwceSiS>EYSE&YV@39VWvk~UU6ozapw8DE=j0PBoaSBtby>`h&KysS5IiIoWZjDGs@ z*c1BIHkOA(9XZRHJz0$eAhE|d>)N+$VUd+cRU`Nry?qa*V_GRE=R9Yee>(28NbS-k zo^>r4AvUNvbLc*mgO4-R^&?T!h0%>AgS4bzGQZy$;}ywk+F^$DGlQ|g#Er)zu|H0R zy#J7>g2no>^EI`!kHJwdH|J5@+qagj`l2Goo&ah?WnNHyqdp!jxneVT2vJVy>~ z&z2DSGbzA6-F>RvwXTJyZ8o|lp0a_%%^Ob2eL;}mepRJPu#2;2%u}IKr@4yXE71hEJtDar?4IRKI9f5Y0nn*RV+i%~vap=o7%3IGCJS|ea~ z#xO_VYaU$-K)HR<=<%o{m5NyiKkx#_^d^)m(|bF5j;0p073UMkC6CRJ?sDaR>W-xQ z16_8XrO5@Far@Qd7{Fg#di`syOD!rGWP2NHL__f zf~0UkQ`nC6bzPRPL)6LX#y6_f-pk9m&l_e-U@)w>&#BL0Sl5uTk%Rs5)OuH-xZi8! zU81an?216YE-}#JxV>61la&K&DaHsRZ`QfgSH%-tk1vS%%TGupcg-wj?^=vsUb+s`xH6`tZm*fu%n31SMU9A`Mm^)<464hqqW zYnaBf)#Q5?hTM5jG>9(@k$Hp3CmG1(0y=xc%Vs*#=0|eG-BOENHMgbf8x(4IqC_=BC#*^tzK9l`$m^$ zQrt&wB0+%rMhZC%lg=29c<0*n38zySjsLc=9on1H5VUs zYke=Lr`_g8x@>nLo<=I88ONy^s?yooL;P(20F7>6!vtCcR}o0xXqso9&Q3oneu~R@#_?k)B{)?)oDW~tyow&tE4`VoGLpAr zVnqoG@t!{_$bw~t`JIk3G0kgUJ`uWL16(G%sTd|zL-Q8rpK9--uT@y&tnEfkp3|bi z3u(5u8wU46c<9+D86Eho3xo@6DyoD9aBu?g-}J8+ZyoBl8f~tdW4hibAz0a=$#)=f zOLiXBUJ2)%=4p$!a2UD&01EZzR-7Yeq4V;Kz1uy46&8V#AGm(+9S5~UNw~OJm6ct& z+)g(8*OXmPd_X}o@xr|kW?}i@)tw_*)L!K*k}WONv zYDA1%Zyfs8Qb+bpY8H%g%s(D#+%iOLmA=rsfB}>o@&`43(!rKtb8&*;e(eW4bKLv? z04mm$9HzNe#iwM`Gz~PGQ&jKo1)Lj)GB*l8t$I}|Mx0#a^hCxkPROsR>LT4tF&xTz zpYHzv_3M_OanC#sg00DxC79%%NviI^FE#Oa%zW`xFSJ(3_NY;fHRfT=UMtuRPSYR+ zW3eC{S0SxUcNdMMw^#k@UnDUm-bx*~KKv8;*Ptc1xYS}^$b7^2fA#A|WRE8B+QiYr zAc5}6g3+<5{Ie8VESi6WH-Nh%Cqx-;jKaFhL z?_3=I6$Ra|k*YIuiN0=o5y2I1HUx2AK4ChZ*{9I!q08)*j+;o-gDP6gKwvP9>+M@W z*AW=t5NoK??|#<~*FU{ZzT?)tjH@yB%h=R@^4rh;3FhMP>JOef8dPFZ8F6p?|q@S zk}`h2gj0OTQU+;f0|x~O=RTF@dhWNW+T68^qBG-gXo(zsPqsPtuR76dT^Q1Oo~02Ws%kORYgk32|`Ix86pbh(E0p%Pc&_DUA9tD1R}< zUKbGy-cM2$o3ZVhmAp-7aUnsuA#4uA13Aa9UTe)St`_3zHdg3y#bnud`&iQBlG^iq z)vU3!duKl~TDziFnGb>pT@KG zPR~nLP#I6Q4h?g9!`s{IMOg?TKr$}}>F-@Oo37kk+|I3U7=fc6Ps%qBQhf;Gusl&@ zBPlb23w+FdYb+$C3`M8Zs*`hr<Km+q0d$M?J+orh?f< z*#k&UFb_|ybF|Lr)Tbw8?PB=TBZw=;<&>}-`qq3N9(`X_49=?v0mB?9PBLHtQibpiiGczdZo;dnZQJ;##JLl3)=lQ`|laP4?{Jm(c)icQF ze`=DyshFM}w$e~uNq%OzMQ~WgeqzLRB=d|P%+{PzhnhxW&IlL-(yD6OJgB~9+1$kQ z6fAb*uRYJ{RP3+gl18_-Ew(HK?g;Jy?_5q!PUp3RtrdD}TaMHMP90;2Fz8DT1!8Ho zQGKrI*$@R#sy6oSYpRJNxeE^Ui+5L(flyuO7dmz6jg=S?yL4_HSRUYtYUyZgR-HPP z7qs1MV6;sfox(5G3Pk^s}@G!vmgGwB<#&4tbB%8pjqQ$ zGFDN~pzmI)?6(?J17Hq_P_X_k;<+CV=@DE-@+gvdJq~&6fmZIdd#xfN2)7cT$R9q^ zJ-zGA#LiVG%LV26Gt9&&$?4E`lV^+TiHPNxDEbah>VHbFuo-Zf_m zBp_}BrcWlF;#-ppNd|KLfH|&;X{a{Ndh?2(y|OrO5Zz0AGup-Xk1ofekALv2`x`jm zUCZ-r`_iB3TM$_^@-T6P>T%SXyZw+^LWIcZ5Ok;Yn8k7)1}_!ur**NBZKzv7T7B%>zmaIAz0HNe2g4@Kdm)%aT5n<6>-jS#ct@jB-*rwBy@=v8{~2Z(0vC| zeX9ri$#TuSfX_VgNUPU2 zuxVE5W2eE0qbkxUP0urv#^(BG>6)u~5=bJDBL-P^gC_@$gPuAQU8GzX8y+^fqp0HNdbh(UeGC5Zu=O-L{b|RNf z)UH`(nE2V$xT88`Q(!ZO=y5E`C93hvsfy*m_noC{a%g&hIRTF66N$ zqmlk@mGZd!TgBIN>C@2bqfgn#l&>}dlibz~_53z>mXS;ujI!+tz0XmScmvd$+Pah? z79)XNjM3dV|03mX0A z9{gnUo|v0kmRmht=8`z!k-!e&iH3FP0~}=!p(Bo&BC@m(5?N{bUB&(UrA(5D;*Cb< zkb%fi`1R>i_?yHwcQ9D$I(+LaQf`g$!y^uMu<8$5`ng-#@2=;PqWShSbi3$pgpCIE zRFRM@g9KpUirk9?1KzpFbu_t>IYIfCkE87ByKMD6m`j=ombQi! zy`JcIT2rIzDf62CL}UW~%MFKHfLroOGM zN2mVgG8*NFPwo#>{uRbwYG&@`A$gdWKQlKx4ozX)>Qi~ryza(g$9ZnK?^g66lRDk9 z=0=dBv21+3G0z=q>FeUIuC_U;;nYr&D|j^xK3i?uqI78EU7hiQ!=5^h2c>a$I%%_; z%9t4C10&paAo^EvWg5e5q(t&Gj@c3OzrGJ{y~SFKOt;r8KF53sWnVH0M0+HNo*U{j zjt^Spbe16{7in}k>(hIlV>YF6W~F4eM?uwq&VRzOX1unZKv4`%dV|m8YqHh!iL}}N z&oPa=hmC_P4^ip#HH>snOFnMTx}=h+E?ZN>Hd{YOIL#7LJi8isqQ_iZ>&aZknO?Zl_~47=#k0i z+W<0n&#Lb#lE@KMbnn;cQpx4SJhdU&Ps+>4H05@aWKgG0l;o-I z_xp)woJAwP=2h~}?cYkz{{Vzq-ttwvw$x;bc_m2>#38Ya6$~4U_4?I&%h+CTvD}tz z>y{b7C$P!liL6k0(m zhPac=k+w;m8*j|Tk2o!Wr;*aTYin4d@P)LIeVE69_V>|8w94#pv6nl!Z1bKlE0WYS z>jk=+O-9aJ8N9us(nRtO@9!jykOoeEQG!Y2jw#wyPhqLYW_4?I(N_|*5L}5vw$c?i zQI^RWVeefslD4OnI&+=loNsr-@*-j@&dC z7OuiCFyST78&%JK1~bM+J?i$Ut48tS2tzsNC!(Kf=dLG$%GuT9lYGHXlIRRlFHDB) zM?bA&1t;$`bk0(gqTy!OLps4F1hXp<+;RDSb=q4AKe1w#+!b{Wg}X+3H`cjWCT6&j zSdc`LyEtCE0Vjc74W0Rd-J)U`Fu~`5eMh}$wYq1j;N?vg%u`!iTQA9TZ8yl0DiBq` z$yOZp1n1kDk+jiuc<@`^`B5j$aU@(HFQHXEnT{7dK+Y+!>OW$I(mX!@0GNh66OOeu zlO$94fBQlw5~bX(1Ny2RqaNAaSSb4#yBsws`#5_h{w){l_*}Z-86mT_M1~mG2^?bx zfO-$>-lK^vzF9XJRD*%LgSYx;kF8~DSC^JnY;0{7TY}`E-P8_8UZ)k#$*61J*~xL_ zy|jgdsS3tPI5>WB_fFy0-l8$SrKm=fc~$;M>20qT_s{cS^7aKFhUk0$0F6!~SlNtn z642v#?mO2VCZnyJ*o2TZyh`PyDFY3`Ms|>T{c6>gr>;Y(8+)q&Vi;*=KQ87Y86MSc zotCy6oF@I$)%sZJFYLbD!tMtV-A1F%Ab-ciL#nr_1C>2SG3!*=BrroQx{HT)+7(C5 zxR4Yc!#Ndx)y#Jrf++ck0Q!6ScdYf)BhxjD{XQlIt)vP=9#KdPr}900s-t;D#hmbh zr72U3we?@9_P4r<{i8CZ&gcZO#H0mm@Ifb%25T2y8NZz(QgQO`1Fi*X{k3i6XHS^O z4^zgp{cBi5k`_AX(e`S_Ev=K>T!xxK9kgzyMkHmAP>MUT$Klq! z4g5hKvZXwhh;9nPZVBT!Beyvt9czcRy@t|cNmFBQW@~`E-Bf|Xk6e$|wCv^Q50D;RK)(?vG z+exoACY|kJnmd2Ay{abEQ-UyCrddxI1D~y2)HMa0PA_A5_B-f`y}YF3EC?lY+aPdp z>0IP`eT#*gQ@OX2>g5S(QspEF*~kwWP)l_kd-3g5!29Fl2 zXA>>$#8Jg6EUN5UDFUM75rDf%7|$I0^{ZC4uxTi4t*#5@S+Z9hTkBSA^vk!fNNubh z3vIdkRl+o8VmQi!$-v-t1HEJ1#Rivf^0|?uUJ=>4pFk=qN>Y5MULLF{%b9)1*_KGw z)px5AjtSHoF%;wVCC@dff6q28K4r&=7ZJY+iIXU9C;?vwJtc!&l{uP;fICt3} z++Hv{npf(=FpL)@IvDasKpxfC_$pPk)l2zmR1n)wMjh*(iWIoHSfp^P)y{EUnrX(; z(krWI@ThizJ$(<>x$#w6NiEJw>NatGNxVY_VPP1?NdxoZt?3rR+TBqH%Nl?`3dCJr z;{N$9WVTdPC7Ha;^yz_*Us~#HV==+JU<6#AYaBEsdrQ>gljWpjYqz2(k3Qs{IIlXm ziLY)&#Kfdu!aKM4S5>UcZtfT;ETHqAnW!Msx2niMGI!5GTYGg*?DDagnA_RMp^~bW z(I{{be{_0Qjh?EJ9hTPFKBQ+qhhbK~vCALzTm4C?VX+p+gbI3*>GiB?R)m%JJg2Ct z9^rRSgdLP~T^EP6m4%-AWZM~!5wk9MCp)qDarxGkgW+fji~UVi<3YV`_XE?MzCZLI z&(f|m(zNnC=_502C8LZ0x#Mr;is_?=bnQ~Em)U=rr8qY9F?AWz8GP?B`O!AnGC5(> zIsB_vOz{I-h2C074+V4geaHA!8~bRKT*SzxH;@KR*!(}e+PQIbZLVdv$-+4U>D%Od_Jq2QDH@8w*&u$$3nVfO&)Z^Qx zYhNHOdAZJE?JYtbH}&jZ9*47h%!$D1+NoUQ2b=-PtA+SHWY$ilI8`W4GI>7L<57c@ zlu_KY+^=J*M=RY!6UdGw^4-;bbH;YYJ#p2J0Q%Qs1UEnMj`?xgS}X=8{{Tm4JBpw7 zfZ9HoIqqwNZD%s9F!PcS0r>%4v-r0{w7rW=lJP+U%V|K&O5HY=>7UZR+X)EMhb{Kd z@$nqemC`u9M^uW=+BA^Mg^^Yu>-)&Fz*he9`YUefMWn8v3gIbWrCxvd+eQF=4K2`xE(X8d4u?N%-1YiZJS>Zg(FDzd&8IK^02 z1u$`53~EZ0)Z@A~n!2+(m6|q$OdJTx?%YoRS23yhlg=!*>{0-DAmG2b_V%oucJl7u zOb|xoTQs?FJ;wv-pVqlaZ(dTcqaDt{N7UEZQ^%_Gl;fv=Q_cFXEVVjY3#jM0H!S3~ z?U5)P=cYmYYF`lO=JFVCA|7kRtg^DE3->1-$ieqCSldJ(NF!Adte}8c9G*|tuQj&K zBzF<5v~r^)rB+5w%A^h#o^Vfk=2an5>OoqQ*&cVXpd0PVzB;MsYK`8m90aHXda z{{R~Ft!u+DUc$Pbnz6$yi@I2H5nT5xo&#q*bU$9a9mSBiVvL}lLtK?@+d%2VrAIsK*8-*?jwr&5o0{X1c<{Saz~-938g?BfJA*?BC%55 zEmBmLFEh=~*1^Lk;X-{$#ZTG7`sWLIP)t)$s$VF12cf0mpy}xl5jE@QViHFH z^M(Vd=qj`}6YBT3S9fV~r&|SQj&z9mO_f#s<2OA~QN-|+3VhLzyymhJ|c?*7rPX0@4#E||c^FgRQgbDx_v&+D3I zsp4He3#$z|mPq5;+-+86ILP(RGg-)gINykt-Rhaa7 zk|ddiTd3n8RZp<$8b!djnnaQ1{owM+AnrXrxvr;3)FNj#w`sOy%Cu~G$n>v25h+G0 zP1vLO!ZR9gUI^zStyR8( zZ*C@e9Yf%4Eyqvsty?tmp?3;69-g(8e{hhGGE`!#oP;e3_plfy9?KEmROZ`jBg!J;a6k2lKRX(LF zfDiXn4j26T(@PtCv~88a$j)os!ePCPZvG~13oQ?!ygbrRpxQ|^gvlyy-dwW)PFEfH z^ru{a5U>CdahCh5j-2Ntinm~mZ)0n22MH1>$ODk0+a%Zdh=GV*O7i`hIk4jAL0#sqBd!K%`;ZZ*QsR`C_^2*5tyq)#?3zT~4;OMfo^fdiJXB*asD6Lxb&9r+uKerFk(| zDkeU!b>+b0Jq2;3O?Nq1#^&yO3excwqF+&iPlS&)LNLAAk3skjYo*e(D6MV6XL}x9 zi0a?rUgbKA3x`sB$j+lqR_Kmu(@pYSWPG%X_gJ61^r^1&qVCTQQHjd{av1uNU1YWj zKvJWRL02Qw)ULp*_=@M2I$QM;aXjKCme%KEjjlS6TJ5ykpEea4>&U3J%>`~Pn8otW zfV6(+(EV!rf z(VARj!omLl4u|wLPeEpRU@8LTzl3lJg0!wyumP_(l{JUf&h#&*E zfzJdIYLAPilGj7?;gFz?MGjIz2~M2)@7V|+dRWXawp`Kpk>}3L^-KH53}cQZApZa#fByho zK?SszWc-+JrH^`#Le;Icn{grxNIv{*IaBnltDD&@ZCwZv!?bSzV{q&_@0#%1pEn~~ znJC^$D|St%#w@Nsbl{U78IzuKoP$fL!?{_QXX{0Tp}u(3g)NX6?Gld22;H=Q zjcH!kDb^LZ9%A$L9DgiU-IkwY3bWiwNCV|n>P>U=a!SeT=g{<9j2}B&oMieusRK-d z2dP|eX_h8SW-dvLW0J#<*0;55^_Fk3*r%B*a1l>W{=IV_+1jSF=9@P_@F{StNGwPo z0qM9doVa6vcy%C zAeE0BbI z<;eMqHcoxN`t{OTLlnvf-9KIpOLw9y$&$D|jyqR1JWW;cYKgBgh!F~ z>#~#Dvykw!6;wIGw_bYS^zH9mwT+Ax<&aPQj*6iIz7pMUaC)gch4V{ab6FV?z|7Chsc)ITGmDGts4=8>BcEyW1?Pvq0NS? zD%F&#O6kzvtGUw4_fw zfr6E1&!`@i%gTGMa%-05d0~({2XF>PNF6GK)-g<*S;-j$1sEfoinwL-Co0VBOd>&% zjy*V|%a$@z3BmUf+Kb3eQCImk6lLrPL@thBF~VYgZCBzk3- znv&zhuX$F=vE?~FK5jd>(k6zjbBo;)7sAFHkVTabf#%pg}Qaj z%t_0hp)vxDXRa$DETO%-4<+1J6Ce!xSRK2M7{?gSdRAq{(<5DJ_V#xd7oJgyaVah4 z%v_gz4ohI59XZcj(o1amCAGex=1KOF?JGfczFAhuAg(zGPC?IbIp(@t6rIR}jW(Bm z>*f7iF1$x+ZKyxlL~UspY`T&TSJiRfwQJ8b>gf#e!xXYd=A=&>24u!}4{TNrlWPXM zuh{8{=Now=d9Iu|GU1rHGGGzF+A=x<4m($Stm-yjYtsd#fVuM`dv%=wX4+2Oyq<8t zV~pS*TAGlG*yy8-sI3UA{+~0IH^Nw&DCS+mf~vu>{Y6l>u$t!NMygbGEJtr@eBKh* zKHn_9Qrp2I?*>N3N}TQb_3Kk<*LN}Ic8#7S#_~UhJu8~6`ClW{?T#_su3bBieKDX? zo?5c!Br@i<^lfO{TFGN{%82S0FZWyynLU_#)}@>2+J&}WOg27OUtfC2)imUe7IkoO z>0V=~GibR&I(&+@xcu&1UI#iv_eXh5M>I zaqn9fB*zLS2Ta#hHOm)fbJl##MCYf|#?_J{tODeW)fJvwcLie@AHvnDFaFJX5)#Wh zZo$aG80Z1-)}L@PzI2GIk(}cnjd4yc8t#0}dNQR`l0;u=&9-)gY-b&p{{XLC)&9E# zcV0wp8I?_c&l})oA3XB35kVbeta1S-*UkpP@;#qg|$%Ow8*cN^4!xDDM$L0n#@pYbx@yzfv* z9=$)pyNyL1R^x^TdgLF+*P7+vgk5-s+7g2b#n_Ix9P|2D6&k#)$?TImQoIhMO0)YN zgi(JG8Ds8x{{WwAozExRim{EWRpdAo;W@d<%3HFLT4&n1>?@Miu8DHFu9Es?h8AZy zMFp7qS0$swb^S(Z9f5);JNEwod$Rr=>(tBR7~Zt@h*frvD(Y6YvYz7(2}J4$>V4|; zmJzL}gUTBT$y}aKuhzR5^wdNQ6?pcjCDYNQR@y%*)9dn-uh7fgJpSWPngP9cI{Wnl z`qkYQ=&b59^sd#k)R9XSUu+8EyhCUGhdN$GAXr`SOLSN5_!{1ZC1O*fJ>J5)i&95x zZ6@^%*wx6-AmiGxbepBQwE*ov62FQ?`?4-^=zEXOwxT>@yjrp4lT7NDbQiXZcWERq z(UgqWp4q}iuNufOVk}5LqmSoan4>GraXPKP**r-n%B5#e;GV~!{Y7?VwYhoezSsV~ zMmD=gL8hJRnA&q7`F8`*b-}IsbsxNCI8iHOAOK0@alygw#bRlS=G{1N^`iiB&JUr@ zZ$epo&=o*gG04FOzDeqO^{$F?_l&C^ed5hQ?6t{acP1^W@hNi3szx~cL97c+egk*q zOuz{b%5%}b`t_mlSUPHYY>EgoTe^})Fjc>w&0cvTs-}MN@7}$*!B?P^k3OPHL)W6Z zA7(rUILP#2?^%-E&2b^jKq=#D`d25Rc%DmgmiK_PMB~gIzQ5yMg=AJlN#ay-jlkn0 z>s}pdQ==|fEA~00lGLwhrv_mx+fgx{r1kc#+eUV~ngY5iF@B#45(ynU6tE)b-$W z)UdO4UI5WhI zuo6*R_aJ2d05Mw7ok`TUPNwwne6hS&-_&$hzh;0(EWvZYR$#w|dez%ko>}9ywvGvI zBu(i8BQvu4k5O2Q;XQKdXeWv^o+k!&2;8PX;QQm#(z~4#QMb3&B#!dH+kJ}6p}BP` z(Ts*-FmuT&J#Z`0icZ>*QyVoGD8XHHIHBTOX4F&dD4%2*5*8$2Ll;(*KY#O1c`IM3ybb>gwSOJi-Nc$#ZP4lFM%npjxL&RgfqdB#X!R1=JoPqjnh zXl`z1npovAe34s$B(jl?8`K2~%m;JYw{)V_&KcsIuP4~*th_;Tmf&3I>w3hJv)j+L zS$>;ap1uD73M-tm)Tgqy`#tWREK;kn+7;D~Se&r+B$M*BW?j{)TsUo}^2 z>1Ef^ey_QgEsI?*+ip-SvJ9$!aeEK1tz_O=D}X>5PMl)8yS`SjW=xY`H%_#rE@pR9 zsO7nkUgcu>XMd)1TAmkT>2Vx~d#r(pW61=6^{SI5GPtUXb3U1Pw@`9N45yPY-+rb(yy_e~|Tu5-C}a1JsG`=3h4*LApERUnF4 zGQbj4paVRfYo=+ok;Ow>wW&u&wY`X#pt_bLDcs>(jGox-Pq~KU(T^ zwT%$C0I|=YtX*;=b8yPLpJ?0rH^B*%-e9~;<76e{4bL&k@Gd1RWDFK`j(Ek8R&$v({x=`ehz=AR9>5Pi;s(YyP zVXHZ9dM3ENjvpyg&y`SZ>4JNEb>h0T0apvqa4QOE+HVqBl2L#g%K$-aDLKLSt>eO1 z1}ayyf3NF9u6rU04gt+&YBwtc4(<0)7C7(iT66u=TrY~XnC%UG`oA zl^9x1r1?rB%FX-YmAiVSwZwiEmvoupDaL(F#KxtaExFK4)oa&0gQb|ypF&gGq^*LE(WIVUMUM@vmT!6l4yV;=Ieow^3Vb z0z$(H5~=nill~Raft2G`RM%ChwHYS$Iy*^2Ai)H62h>)Y9+<8l!dk*#*)(CY&`Gnd zenZOt08#i?Z5Q1Yh9;Y*Hx_kD&0Pz30^M5619X)N{$jbG4Xf<=qgKFVc6B5IIL7u6DvFx72kcU8(~<8w8P)k<-65SXtRP`U)QlM?(Q}u#%aUL-S`pDvp={U~~R^ z)VG$V>c-*%yh{v`f=A1Oqz}O6qk$LCw^HRmL+EqQrCf#(=&BPV1x`rrd+;;*SD{Jw z{liP!iKPs}iY>MX)y8+aJ(!H72 z)uYXxhOU983F6-yl$d?iL$t5sQR>$Bb6g~o+{rYM9IoTWJMq%BG#J|2V;f~L^AU`a zeLpI{tSn#aHh@M!uQ#4it9CjSIcg?a(WL(XM?g+Eu7&d@s_r=h0~p0|8YhS?qq7Zm zlEJld-yw0p>IkhnuNv4#VvlAX=gc4}17PH25>GfkO5O>pqv@;ZC4CJ401~?`^|Wy@ zM^$GfPdFq1KSNYYTs(Mb+~>A&nvEoy_T{dw4rGwzke1Nb6I0o4^-$_K7}~F_PV&z_fBpBAhnGW1Ywd2X9=C^}}81_oCUPme$H?u5Kjz zMbv-^qIBm7FbsJBar1ONITiHY&dTqp$3;e7^(V}>^j?0O>G+`0wBu>wNpxuqtgyi# zn=rOwnMN|3^WTi0T#D{Z_SmPjvP-K-q#!=>vLdDkA$kx_K*vlDD}vGdL1}4oJkseg zUs_CjsbaXe?HY7XZ5%*A@lT!6$Op^;#xc-?$T{q3 z&rL+=)0DmS^XO;a#cyq)MFc1#h6M_-fq)4)Clu`>-0Nv^BzGwl{hU5y8IBTYSC5$X zW#9wcU>=#Q%~h^Or7eks?>Kf>Yv$G6u%v z&vC%y8qS)Fi&ZsDEqPjlw3qesJ1sj_iNfyOhrUI17TT0x4aai!Q(RAnEHuqmOuV|E zRF2Z(2=Wp@M$?=I{{U@I1CBxLc&?kkvQCzbvKwjHE&X0Y6?S?J6$ z6;+=!Y|+%)Besunra2ZDeaw!$x)Fu|9^LCs!XUQlk;bWRbFx0TUvpSdLoMQoZy|J% z`@9ETbt@tD`h}EzoUzB>*^r5ZKF0Aiz#Eh|HAc5)!UiHk~_^{O34SKkYa4>rVRGD7uvt73xSd+eW*)jdx(N$ZTf-a!x%3Z|M4Eo`GPx zeW;Ue_L-%8G?KfvS)70}dHk>{Z8pKJ12aF(B4B_q(De2ddS%W>X5qe-)e3GZ{ZAIX zcUD*EBc>C2s8$05J*zPxRMyf!fi5%q*+AgMk;k|A^H-kbHo7VKv$O-#@b#>{LJvLG zSrnN80|4VAJdP@+uCBTnLEA=V++2N@Swzu1ayypGt~>UuYyCzrGR}XQHNGahf(yva zs=N`gDALGJQONeJ?9`dLhfLILh$Djj~-`csohc%LWo{cK; zSCp2+ZK3|%mgNP?+gn>iW}ZXK>>YM5bM@e7y<@>}mpY6Hs$+o$$fE~7TJ^`*xjo4> zmvgHsUd zOPw`3x+Svyx}9uNn@v&m3vfizDvN-zf@W3il6v$asB2zC+DlzW1gSl{d5tvA9pq7; zlLL-=o}g8oBHrTnOpaiND5V>fWXZ@p=ik$xO3&2%M`Hq;YkeL&jX*EiP1VbgiuuFr zTmr+8GsopcJG3W8mXeCQ{OyNTms!{Mq}w?djB4p?!|W z`z9SGN#5v2!dJK#YNj?HFx$y02T(c3T-TLZOm1C%$z=`G+rAbH*Ak;E94I4!#!qp{ z;<`OI!P=g!do8u8i7jp9kxS$l;w}d9xF`${BWN5Bp0%TgGxIc@Y_)bvTmDymM?o&B z4eT*#)(LV+$n$QMv$MPIKYSj?+*Wk@bXLR&)L?YaHPqZ_@o5Gq%&l>9(GND^@;7sU zsxo${#{=`MYqiNW;NvSx+q!*=p*XaZHvG@?iw2C~O z&VRn;eGfX+ZBcFrz#tz?RW^lLa1;zzL33p!j$LAQ50mTls_Un)jGeg8V_mSV%NsL- zF6`(&6xx%2t4>DXkjEGR0!b`S{>xsQKIqeNKtiw>V1Dnf9@(xF;dP!O)+GuFXNo*< z2;qguybv4;x3CgGOGbHjce4PxjP z`?X8S$iR#UfX8#m{zA7eG8xJo<|Fcvob>L$&Z+o%5|%PK$Iml#IT!#B>0V`d+7kP} z6S^8e)O>+eW?(AQ^);P(+d%a^3gLpg997P5#Ikwzrqd(|hF=EV6MW62%OjjBBQf;gQjDigagyAq%Ud3A;YkIgBFtxJ zGDVY|4&(aQZ3Bh_-n_lFbkiq^v-3pZiu$i{`DVQvPL*Wz zYt_Ce+3wIRBq|4&caFrJ$lW@6d)J?f2QY)Tws1MGT8&;xQAeLwa+Q_38-c(XJ!`UC z8=E@;HJ#M3p&u|-;Qk$}3f{s+ZOsd+sN7FMfnBDa!LRs+gNB2Pd^!ZcRw~N)qP6sWW!=JTqsWdY?+*BAR!&mE)O}9!6jXKr>oe&xzYo zd2FpCc++;*k%-F=U^)ZqRW0J$gNn|xvv)f1+Q#EeyWGkIj$96M$2hG^dkE+GT>%)! zPSp$%^=xu$R?TolaaE|&(CC}AbSAdcQ$~(kE4VIZjg$9A)+Tu!JN@249P`?>E$wvV zu(-00;#i}<0#CNJ^0T=kjFZX8ABf{L`#m}xPH_vokj$vf4a7$e6AW@aLFh+%;`Ofv zYFbRg?Gi@zGq8c?jD%8!_v{3N<@3)V@=sd!uo88sDa)pe^W@=HZ7Et?+q>?yx5%mD z4-ehGn>EeF>~8iuyoH{0c684r06FW7AtxC%r{Sl9O(so7dq$F5gP7Vk2=HJKKsltrd%txgS@&7~cp%TS;YhiH82ogL*GK16t8;sU9-Som= znmCdm#nv=TB9rNyT9>~g{7og zsM!Lff+oY{l6e{HTv*Ing&D#xqd4V-a$eeNW21W}b>voT`g;OSE3GjERW1lt83Q;Z zRV%q{qsey&y@NJS@~@VKNiXv1V^0*($D0RY%m)>pcW1%in(r;+wYszq6Xz!-amf0P z)s?7N1*L-=9ZF6X6K_aWdyY{ie?FW*bi67@Q!yvgayvl}E<9S>b?g{sP{Yh|%3SSIe(IL(^y^#|?y;!f{I?e*r*&1@59QXnpN5LE z{6W&1FrO!y#5W@XHqT@JeJfgcCrT2jH+N=p(~X)v?rowb-rIQ_`QUr?{{R}TaU(}0 z?&~XHZQ;6tbNXZP?N_o&6*<`H#@zAl5BOGlNT9cW$0sMB&o%1csq)d3`h=CNj*1&uv`He=^x=q*<>4ocbR+0%(6o(OJyyXkql!qw z5;ndL2sk{BwT1R%Z8=bl$kE{Yf;p}-$Hv#b6=}3{WgXhAtkJVMLNn{Z$mnY+QJyV6 zPmO*?HBxHlt;pezCyKn1ZSP()ABwg8U(A)R{?88Wh?dE)6WrwFpH8)9yl3JK8fcxT zTg!JC*>brdhi$_IWPN!RjI!$Y(o2|+W$xVcpAc(_qgeUv1Io_Z5k~`d3FP{5UVA2) zCZWGl)d`iRJA!lrJrDR*X*^$b<4sP^!b>Rat)Z99kwcefAROfJ#yI?IvAckOX2@HB z7OFI*gi12_p8kf^R8((cgNA!u6UA1kZmSemiea5sfxD_UJ9Clv*QVIaB!Njho(*{S zic3Xt8-+XLlRSEg^xZ0A!LV{OpU$<%)8?lNolRn{n(TB+a;CCmm&(;7jLOlg5h2)v zFY=F+p1rF^5_8X`Q#el$M8uJpf&2S=k>85*DCs*2D%UiicX>mBDk~;fmd?;JG4J1z z$JVXe^oXe}K+1x91Jq!XR3LSD3mH|Vl;N1=_JZAxKS7LEqcPlAj3R{?Y>&jAmFiRe zzps(WQ%7UKX4GNRd}pgzPH?MxDlXxSVa__&XKHQU5b?S`N3JW&yke;jjP>P^DPw;( z1E(#K*mlKcSnIm2hzSkRDmpBSyC0oNHOA?aeDP#FEMl;4at(ZJ*s@gzdv$wFdCzfd7B)P^iNn?|N)Ymf$G-ac1 z3N{GOLMq6F$;rUy0=nmJr)@fX@z+w*>e`jmtS;vlDEyH$N^$Nm0R(#*w9(v495PEL z;D91<08#D!b5F6;-dRyZT~7zDJDTWibemXEq_=8YX<(`{2jf%9bf{B=uJo58wDaqfDtiKE(Ah_C=sz37%wr9e1Rz;4^q{{YusJ*N2Y zTED)M<44mjwKrxv=Xdh$!TO#*D(&=t5Nh*EKesG2+j#c;pJTXb9a}xaag2HzxlSuf zpE>NL_E$RCw{G9N>Frk1aCm;6xa(Z^_VjO!kjM{x#4yMF1lFyT(Oy8(#fCz0_ksNV zKN`{!jPy*-Nyl_*#&;ki810Iwaiv;a67Lq-NWqalRzF`~$26$yhvhi-s|hl<2jxGd zZs4S>^(8wPfAEi4$2*s4Wd!}wLXMsGfKTUIF-06PtWidh#=Q|20DcuE!vv9w9CZFw zQRimieo^|}64i)>lvo z?UFJ_HOXq8DDiSc%Gw2-(2?`DopM?K00nWM%DMfddz*VH+V(rE`&VeuRi#;&fLS>D z=i9A$uZis~t@TIyKJP7nW>y^-lh@y+MWuX2xaE4A2LXoD)0(Wrpyz|0)J3bAN|!FE zba&6@w)_`vS+;;%>s_aWd|a9oT9Zqe43RI94`!1+{RTSM3u^=1$Xo*1J4QW!$*zLW zONuhBIvEe4Bnnk4#*4dpoDPJm-Y;Xl(l2jyyCZ#hDUwMgU=A=9M;HUJ>r>BQNa&Hd?$?#Rv8l&%ERkH55*(Pw3_iT~_pbab9OW)ek>=y+ zPOUiAtEBclG9-u>`D0Le08sw>PmO1Ee|F!X!h@gxtGG%cT5QqUN9ts(NTW`)YoGnWipg!XH_3A z@4P+vIIcV4DsAv|nA`K;N>KB=?x^fD*FEdBo&NyTv-%WZ$Z$qFk3+?A;`FI2e_amx zdm|?LZz=^*B(WIOVUNwYe|HByz4-L0bna}?_#4YV106{<737L6?qU*`L4u%5j^2c1 z4`6C*LAJsXo_wV_{42)AZDX}BaFLh{l539fma5h|T;?XkultzKqc<7+22FJHk`&jP z_{wII;=wRTGCQBB$NvCcw9Dx!)>j+%V%jcP=-PCa@kb0haxkvHcpqH%{A-}lbz6-R z@pQYiX`z+CiPx%PG z&k;fpliy(6JqB@Hr-kNd^{eIN21RegH~#=$y3%#9^5$nmTIW{kdg?eMgH6AW%(0nx z%Eq+~YVw@4~k2okWbu%A{dbDiQCKUbQ{UYiQnw zG4UQe_!{P9&LEm817M%x+H=@_?)Aa=ds4N%j4QgUF9#yM1L90<-T>58?Ik>xW?*xG zN+mv{AfJ z!5S7Jz*yBl!EE&{lg2ajuPe9lF0B{}CXL7YaRX8vUsRow%(*xRaE(+dlkZha304WI zw9H{cntJSdG@5!XsJ*%jP_PPcGuu2GE3~Wg5TidqkLO(+76sP|DAB}vjk-$?*4!}LdIn#V{-V13Jw7#2oP+eNF?g1y z@3|_pX;VoY)xC?Kmv1AjYTIeejFDHw`f^@8UTWuz9>n_|g!@*MenCOAJG-6P2k@>M zm8ETTF{z7hW1Q8dyVA7DuPtS0riW_>Uc(?C!xe+#e;Ovap=t3C-Q6UtZlVB%Bn&GL zW0S{f?RD#P{>Qsn&=fF|LFmJ%uPeLLAefehBN6mcNc^kX$}xV1@eA4| zsxc?NW?%qZ=Zvm#S{C}m)}TuEHa9Nhmucf9zH#?}ARdFZD=zNU?bxvx+l-#voMxRH zmtRtSYu>u$xz|BTO{pCtd_dRPvXk1P{{VN$>H5)J{{Y#Bd10TW6&~r)^=N-8B)PV2 z%mSQetMU3%bS)^}>jqrrI24xS?-B?D>5SC6h2&6Lp>^1Eh0i;`#=74KT1NUDS4oEZ zL1_yCjPsA_UVbXPsZw%XbUJZ0DMj)B5j0EJGhO4Hdd^x9T z7Scm@WK(S5N#(MUfW!Dt^sb9lxq>@4E>r-ZkiAV|_-n;R^^-(4du4(g`N4rui+~Gc zWOnIL_>xy`CSM~aYtNQGIw9zP@14i~1S_IgT9s>FqO$oMa7vt&IO{8k;ms}ybhgx* z0A#t4yGWpSCjg(qu3g0%F9><*o@<=bt~Cul)h*$?ZHPEmP{4gN(wldw>M{k7?G9bo zDyjgal5ha0Ix?wMwDdjdcv^{FwPTI(WN-ff2@JuMlpt+U!QfXrbsx%wc?Zx}bK_qR zO`vMFu-sgU=9<}Ll!NylBr@l?9=+?0x{St|ARn6m1JC3Bdso%r;NeY1TchVOGgGML z7j(?Y6znW{J-zGDehb=}d{KROoPD0ifN`7`U^{cr9+l_w50@uDje3{C7_xjpCvYv) zaxsj#>G)J*8&oA@D11k(k-;MI*}}8r zeAyh4jtx|vGJ#ht6;4!){Ji%601El4iLH*fTICxoeZKdT{{Srd=ik<*n30-vG3~sa z_LVXP$ieNOUcG519c#*$#&zE8?89h!b*`Xw`&c#h?ncdirGfay-?Hhk8 z^UoA%hHn&G7{SA#-f_@z&3Yc6^4OL1Cb?Z)qU%oQ88N6Q^Qptl!lyKQ86|en9hH)O zqTU$PCS-36v4P-?G{LK189@xLK;yOtKaMNA)o_}4PMg>R`R2LL5A6Qenn8`mFf;9%==E%v zBVWd`uO}+5Pso<7B#%DSV~lv7&1YTF$u2gL)RiEAx%VhrqXQWscYzb z@$qWV+WbSlZ1Hm(R~<2uP$~UX^{zz}?F1gZYteo;!?VQtWSHf&{5K=`WNyQ!TJy+w zP)2_W`kX6njBnWDmgUQ6hmys;cm#55tnfT<{jWIMb_j?o*PPckX%TqP@CHaAo<=LV z@K1(r^~-%)=E~#CxwJ$v#k(GHC5ai&91ahu=BF1*RVg?}c6DIq7*$SA$nNc7jzs%} z_TbijzouK*8x2)$!m>;hy8sI-e53a$B3r~^3VPCgY;unyiMY**E4u|tQdXKG>qX%Lxvl0JL4HW zJtnHpbq_iQNl)%UEEgRc93RfDPNgG87YQLm1%S`-bsvWny+}%S z<$4%Yr6(&lZA6u=4w~{u6qfEu+OFZx)RF61_WlctQomd85nM7^fnT&c(t7%uQ@TK++8EXtqWM-N7zzhK0OQh#3pALOw&y?2s#;#X(-6_JZTVH$ec@J4 zcl@A-#!nq8Be6<~rnwriZ^$aU)sLd_f@#p+OK&o|nPZo)n5PHv^&ZBUw-LiKqON6O z!jqHrH9g5kU88il=gd3|_N_T@vB^>it5jMusM7VMyxSD}7Ge(9UKR1}*!zA}eeMTD z8TU2kHnX}+B_xk6mB1Z{VgCTv{OiydVVHZ@rG=>H7NyYev2;}$oUz!gB<{1ePT|J~ z=}RT#5Zk=cKGi{zJD*@XlTlCpy}u9TSUw|sL2Vv-v%loLf9O@cNpeBS9MDcuQ6bee zxvq&oN5O0suWHQCxzm2$gVfdO?h+_+Noe{qk;+$; z?&-_dLIrr&RQswViRPKxdVq)W! zC~(8y1b$UvO#O9NrMDt$~yl52|Ypft$j|`;%inBfD3!qKJeos8OLg}y7k4ZK^`@oM?zSF z2lcLL!MQ2JbDI%{_OF_r?{gOSPM%wNuL+Zn!|$$Wfim$7}+B zFIwuWO0`%dm(S1o^*oPYu?3m`-lD4^tZF`Bhe-%NWyywmn=e3bi1o zwf_L5ORh(qI_yTcZ!Li1HRTB&a9CiU;_55ZbiF430L6E+!1v7!v=Q%`Qbrd!+5qE{ zN8kbWuQ+&{%fg>E2yVOv$As1n$=6M2Nyh9rN5(X-3uqx2<2eU9&QP zcsR&4pKvg*>J*>Sy;I3Pi1>SEZ9E5~MsQkKnsT`6U5k3)@JGFLB(k(6cdyDp0SE_< zxdhd17Tiam>2QG9TPQ}*K_?N6^WUvnk``wK0vK|RI3#iJ{{ZW+m#xhyId!?!8*F4= zyEUcO;^gfdVX#i#cq_dVnOo^91gtW{Bur?ac3Iy!U4~< zc=(5^x!9WJu~KuxXRtNry6Hx?k)3{Q!m+ob7GmG{=&wYX3!R|jAd2&ydfHjO%oMiN zm=c4bJpueP`qyq+(y6JWmEi1e=t^QsRy|4nVz%|0b(Y3tVZ$jOrDfQzJfJW(;%f%jHi{sRF206K!#1}Nc9 zqy-hymV!8=wcD8X6+Zs8*;1o(=8*J?vOM#|I%ty7rHKJx03myd@BBAvkm;7_25_T1 zV!4}z5SbujlBAA%it9W&0Mjkiae)}X6&2+tO-1(HZk4IN@(Ie%;RB#Ch7kO!4%uN{!yA z!n;mQnf@ZO`*($PTP~h$gr6y1q$wcvz~m0K^E4;S+D}FqHT7|YSQ!3oj*KvHI3SGk z>zesW6~@){;=TN}wHYVmanvj-F(7_etIZf3fszJt1~FBlA3CW7=iao^GO9_z=lFZq zruHH`o`d03E23KYqbCQPcFlE>>G0eYjiP4UagMpJPJI^p!&Vwq#CMGL_mCmVo)S&D zDUVKgKU~#>)wNBZEyx4Z#-#rMD)}sC8l-DGpG``Xt5J-pOY<*iNpGd=*SdIBjRT2e z0B|=9kbOE=ORB85dU=M-#w2`v$0TFdj41Ld{A-_E zJ;$YANV0v&{OasBqz=DMI@Cd`ak4$AIAP(-6PMOBQ+uaR9DGPuD&4XOIQnE)C1(M2 zQlK1l9+m5FY4ZKi)3tfNtk7xRBe=9IstbnOjBVTj>(jk@*>)mRPM-GE){Y{VJ?8Cw z381wN7FlG;Kiu8=(N2<8E>Dod@ibSaqDYca-Gu6tAy+oLEbI`%#4Ylv24Djr4Lq;83T zZk!y_BQqiMKvz6qcg1|K*uDP%%^L9sE@hX)kITds(X!M;DYn#N`HSue^phg`n zhuu$X@Su9TdR2)v1zl3k+U_9J%?WlOfDzc|Z?~ZO3Zbj&i*tVkn<)lnTf4E{Azzv} z&-@4GKJF_%;^^vnj-@M(lI#Pn0OR?CUcF@(P4j|oZ`CRe1b;odj8qU0(Nb*EVYnb+* zDbJKdV7B6?fJ1tZ^WLc321|K&22c+S0M0!K&mPrc(^s<9tzo{gV{vOQD&v57(B&VVX|g)}Pm3_&qSGsg@-Rs~~0r&P||as}Gxx z!#|Z;mOPR%#d5ms&E)#Ut7((1rL~-!*~$ht59x!^amTMFx9&AmYgUpl=_WH8l-;=F zBnt8>;pNP^b-C9ma@oBRo32`u9kh*&zcORrsH`0k7I|dYzw*$i$m{P`Z*_;)EUqmL zypTx<^A6xa3t90BTFTj4=?9*qo(_2J_}6SG%AFs7auy{`*>o-~zuB$WF$4Ju z^1JPJ9Ya>0Q7@NmyO(aeM;s4RU1!8!60VPNLjSled!*n#Ld{VURVI()pgGF9cxbJDa8aywrTTg5D@@ydLl>&QF4>HP6t zpEaXgLJIOg>0dLf)5V4a@NyYXL+f7u0N`H|Cx|o%=XVC~FWuaz>Kt@zdNAknuOl(S z`#V%yZ2tg5Xw~NRGBq_=^$T?)@3CBg)9YO>iD*TXvJ7l_Ku|pZs=g)Bq@LK#WSC{# z@^kzlN#J_stHrKKq$E0IRDvHXj zeR(3bLW2;&=vS}f%{jGYg2cRel3l0fWWtB^HHYDQiS4DD*H)Natg^JRUTgrNJyn%> z>&POwsNv;y<)bb#Z8sF(U!sM^c(sI}Xr%*B~J8OtR z*b-*Q9E8{p;BZGBstrrTT6c%^`7iZ1cwhvDP&YHTWJS*{^z`Pvsu)(%IHx^NBlzDG zl52WP1C>iR<2lA;J--UzENx?$1v2bCMpryz`Sq^D#Cpi_ee-IP!Q?|X$pFXP3;ZPa zJmmdr0x0CuW!QGK4U@IkAa=;FVubyi6eZB-=T25HE}VweB({t@?f}1-UF2if3;+ds zhll(XZx)Gf70eOKam!3d=;x^V0fAXw2DH*$QfO37co-1!Ib$Dg2S9!L``4&iTZoSX zsl{C6t7*`F(olLF4!xt;cy(@j)6yS@Fj{z#vG(AW{(U}% zzQZe|>0y*5yVd^yUWWy0jnq<3%^T79j_H_rZkPxDTII3%5&GAlcxP3$)@=%bw(1}C zv9Zp7+h0}wT`SBZhB*-jmQroK8-Uz($?Km=*wU^i)Acy+>{l{G2`j)1Ffs`5oXcUj0>e-*w3ZJVU~Zp666v= z$sqb*;O4tK3)Q)XD}uWVugo@{y*i%R?^h*f&C!eeD{6G@x)l-M!_uJm3||& zLOGI0UdOlAv)DFRmSc|C{e5c0GGaG5A-yxnKJ?+HhE;DQ5hy-xMp?K&oq7?K95Y72 zhd9COTvnNA_g4!a_m1W**bYhj@GGr}PQ={AkTH|SYp)Ah{khMsV2>fJ%|h4+kHfe+t^GZktCX zJ4R`o<+jyU8(6Pmy+tzMPEPoz19u<1T&etN>6qkYW?(tytFheJT!HP#t`_~jH>{sr-fdg^#%RRR`xPnIYA6dka}~|^`@8E5z7)u<082~6zVeow$Xx?%0QKl zLhd~>JFj|$9%ssp`J8ViO{PON--#yFL7rGqM#$q}%9-l9&nMctt;-uDF5$dnf;t}c zfu==gq)3oQYJABRcevr0fsBmt?_C6n(p~HXvWx+r=TlMkHk5f_xw_qoEs`lOrDBT{ z+%(xIg#{CF_T&>>4zuDejjpT^e@Z($CbZp6uP5xKbJ z4Y8Am$Kn@vzv_OK-yel0e9SQwDYog!p)NJ&nmkAzO!fJQ2l68n zcy{tAJW-`i(QJ%eN0tEK0&(l_RIXHS3mB3#AY%*n{qfuBNe!g3ov_6=<-pvhI3Hes z@lJ7zgND}|tvSt3ZtWjLh=MQA#yZlNqTUdJ$jIsb6^r3N5vISTqTFIVMil~h&OUzI z$Fc4^8r5i-CKATd9vK-)8!?=M2dL>^5$xp&$`jGA$I$c?+t{x?umql?vCks1E}+J9 zoOB?Z*GDK)ymZDfShwtvMI?>Fs4P#WIW$s}ZpiDUQKhNP+-b6E(!r+1kY|*6j0fF} za>v^|52>!Hu44N{F~U_K2uy0c1h-Bz{{RAfWBrsB3<5h%Jx`cmd$lhltT1AP47+<^ z5CHXIT-)m9^!-av^8B-Os|~si1aT?a0Qzu0177_IH58xp+2Z1=`+BZRZIQjEPid-I z<&Z?%*?Bq3XY=H9Rd13jSz>@;u4i!^F%GQ6;AhZtShK^FjnI`~poSa~#%XkAll~Ho zGUnz-kR{Y*na)pKb^L3J6d@{?zK7ELDbl9oo%B1V@NS(M{oSgwbZHopSl0pKpANN# zwq$`9?6a^Vva5mfDaWs0{{U5cX3Ry?2dCp$8qJNXS+dJPZDpo~>E zq>=JcuPMKI-0;i$8-F#Vjl88Cn73~L`y32cKXGnlW<)v4o_$BHb=t$)+g-|*4j(6i z=YGz66I5;NRx{_$#hs3DdaEz+RaS3mj9OVb*Y0||a#`{wn zWEjehJwfTmPu95a26*bt5j;Do18;c<@}YK6sVAgl{{Rd29=}@dJoH`V;+KQ>zl-U~ z&3QF2(tDdmr&}3!Es0%Qa2{XXJ-=Rm!lTo%C4fNNnj&LwsQ&;Wq`tefhS{c)Cy|2X zU?^0v=lHRXzm;>I9=yM`yS!`Z#OrkCRfaSlxo*KvQZdIqfY*(Q!@D=vvD+5hG)F>W zCPZ)chc(3O5Q|SSTyAxguLJSV6!kc%f zc~Im4x-uK8C}E1u9g!|G`qzqh0NkA4y{EVi&iOAwx)%? zy>DQK=2PZQNA98>z0G6X_?J|Y{VxQJyK(}IV;@Sv0%vS)!S<-6MFb%^Z1v51u);$3 zYUUEI`W>X+Ad6CoWf+R>1{qIB9^UoYcpp@cP_cLee)0o`AMCbB$Ln4)Rzx6f`e*!W zbHaWhZ3kb9X~|nze|2%_6!dSv^YqPg;&4}{)Hhof8rODbu$ysv2<$ zbkcg7`*%%U^g8voDlU}xwlZyZ}`(nv^CjiWxSa6eKj7fSIb_Ke$}DIm5TT*gRd z&M*!tFBIKg-&@0Nr`(%45{V%@}9- zQ1t3gL*BHbibE4-KCS`42Lt<{{{Z#9Yd1^1wz{-QS|1{O5iBaK{NtQ9I(mI^TMIfo zYQiaVk@GMBk6trgrXLL2cmBVx>$#0-*^&Ur?SK>lFfs-R9r&-6L=KaX{F9Ondz1Rt zy?DpR)>=$$qgpFVs!XOf7zHiEWPHcFp3Co(>0U)~r=+Cp1tdd)od_bmoIG6?+u59R zp2T)mP&=%TCiFk@%pHY~Zh7_X+PX~x!{<}+1ZvSL*~a2Yc9K;`P?_(OkHa;Or#v&< zM-BUh0P`aJrM{-Uqr=u#OJW6-DI5n4@|^A`sU-4GxvsfYO>)O^xpL}4z75kPebd>Y z=kF;Xk8z6UB8D-j-D%E3-CD?FbU(xgMjoJy8uax{L`PfQY>Pi8u>i1Dy{qXLKMzO@#aBzF)btCEe#IK^{g6qDv20~O6n*}c)F zZ)=h`!RSdjIrgmuhArU$#=QZ8w zng*GpL|WF}B4f+U{{S?N^<&TFS7wn5UIE+lM z`^|6Dx2rlS(Mb|C@F!V9j=4Q58;Lxqo4v4ONq=iQz-LHd z*zK?dGjsDGC+pXYVyj-<{{Us_f)$GgP?zlw9B5=!Oyv>3-#GsOfUmtvXK%I#mU7=^ zjd38!&Unbd1>x^=LF11$I z!{_(L-udk3bRi}L^(T->BduqKoGH{&x!H`wI<#CQ@2TB*x5V&xe#%shAQ*LOaB#8)4^SCp0|jtFn@HEUS3 zvw>osFtEh&2Eh09uU0bli<;+#=WP+q+1trB1~8!Y1En>oik7Ofsb2w~qlWQAy5pP77gX0Y%`6#jwHRVv!#kM!0J${zAr`rHenh7!ZciLA!kC67jFa;= zIX{hK_>07rejC$`#nIm^nGjnk`Q|>}gVgq}XIc20Y%Jt$G6{3LY;sNlmp$;DkUh`k zUTU{eY8r#yT*z)OC4ZVpn}MI{U6_0X>r0xZh*Fw@vJFmq-DgspRJ;JqDaj{@;!)8@ zuoXxZj22AIC-?F4t#&Y8_+v?7H1r)?dxX|`6- z#&WS*LL-cRALCy9X~qi3<#KJ@=B@O*yXgaYX9ue{08-DVUTM-2(K3PGs+zfV;z?Nm zw}eIh+kZh*LE?D~1#T^tLyx=<2kI&6E15(ikV*0-@3C z`6o``A70@0HMgdGLVGI#r^}=1_qMyT(O$qLU&FYixu3%tmg%(EWzla4W@}L1ZLFuT z=LI|Z)XtP@MaA_gO~u^xtq)$Y@fMpM{+~AZ^M^yj#NXXv*#3vLX-jVe;e5!HxZplH z74wCzr*Wfdao<=-*4IG%>W%Wa^giEO^=&KSexC3^br`0Pe+Fn%%nI1(%06NB85Q%@ z^7@ozdU~U(GE+x<&>gtIkRH2g1E*U`r+uO^9AvHy8dk5T>L{~WYA{a`=jCh@^#=r2 zu$JEiqYZ|9oE@gBIA8im4h-!O;^KFYLMiC4Z!=dsK_JHhjCnu z+;i!ZeV0;<{{XWuP)D)v{Oi-hV(Hh@XV~P#;pG?1wK8<;o1HH98|w*LIig_7NXS0K zcNOm*8SxdTi0q=40;zNcXST^L86KXarVqb0=6Yq7lj-+2GbD4OsK$C^@!O?QO%%xm zlUQH07gIAj?Ubtkcs}?Z*v)lHe#*}KoXULKGrIAPp$*T7;L;f3;I}gzpW<`V>$O4r zYbrZSBCw%`byqw}P+?U5!UbhV9~c#+Q{VE@NpSBMQUZ5wP~iQ&)8TVqHEf zXf9q^e8^O+&ZF-i;bJ;tIPcS~Qqu3`c^%-eNUelEUdLhpLHE>y)wcH>WDc}yR?;Lp z)tRAm%qNyCFb^PSJbL;b2eF7*pF3pww}v#mTr9U1IkmPJ}yb#9XfxLIqK0(ey51d zYi$gY+06q)j=o}t0g8|gHaO}(pGsRBa4{1VA^6_PS7Y@YLwyvl4dg$(Sre1y z1CU4Z`W$r4dKI>z2D@aJ(83}Q#IQ%mj!)v*{>kbGZ1L$zwI?Uf9nSm~FWA0Gd@QM` z*bDd!E;mNw_mUHU0OuTfn#9s9wMzqaZ*cp=NxCL;l>q0rt#sD##d8^JN!Dct1V(;f zeG2sl*wUK`!)8EKuL@nZ@P4?iUT13_+%XiLrG1Ak{{SL3;fsNm9;2;37{K2oj1drS zW_}ew>PhS?D*ph*nlFcgS+l;OdT`5YY%{d~0JPl)>-4NF>mDz=h70(<&tGrv1 zm;Lk9kMoZ8r8;t!w$StH<5Ieb>7ESKCDnAxyXc?^V)N{?XE7(^zit{7;?)~UieIt0EG&w;gt2s^sFr( zM!i{H`u8%Lc@&v4t|w^;*EV~VWdJzK>;r_4zo-+8T3`o6nf|HSFB+}M zP3roRc$Vhc`@~v><)$TvDzPC4k_OdKJ(W~qx%lCN8QysrWHGK|-xwJqGEb0_|imQ{z!yjYmj`e#>iDhzK8c5-F`3^C=vY%Xa`qxu?ws{TNSdI-7?W+pK z9Ln8tAA<|%F#o(A|0&j>*-!LCl@DodqsWk)BMi5G+$lEq!#v(tWm6SC>$he6aYPi zG))YIs!FA?ou{c4UQo)Cd2xo3bICnDa(^$()=-*jSyFjc*UF0{a_%jUZ&G>+@|%rG zUB!OCdD{wV+A@7(RT^q8;gZUBstmC`xUO(Ju0e|={Rk?ct)Xpfo;?H*ow1I{wo>)3N% zg(@(l*D5^f*ojX|=ws^Ih1Rn@#1K2fZrf5rEO;vl5?7w(kIX>oNc5~tZfWF$%C|=l zGbC`rdWAr7p4mM~^)(Wj z=umb9dRI@iR!C3~PdS4hYXqw70QaTg5!VWQ$^M+aSRQ zx7V6%I&9XEkg__5#^oIk{{UW~y0Dh;s!u$Q2WBH5jw{Zz8+yI}00ZCp?2=mPZM@G= z)34J}(5yr z%N>=mk5iI6HNckNdn%#MbBy4EeY(`v8eNKNmlmw6F?HULlG}1Kf&Mk^!m_H=Q$BW9 zgqg-HdmL<2yVUcF*R_Rhz_^_4Dnlsu9sac~%UjvYftgt1S3)ToCZuLdhDrcDN7o?k6Oj!wlKyf-BN3?nV8o%#w*C zaq^wGBh(*5T)bLx01!lotHP>|g0%GKZ8}yVOGfzIp#G!YyoZ=xr@f+QqdE(hOds&YWY42;e=3e?qezJJqfc_cRk%{OGL_8K z<+DX8ts-)!Wmy3J0YeT#pcu{qsH`nh#@Z&7S|fDVcNyXvWZ%!b94Pwcy!XZ4H@VeA zSzAcf)~Eewjq+RloQ}WBwWo)xU8I$e-J`2D{Bz?aon_H9d3U+_F0P|F2s@$?)Sl#Y z>0WSce1!_+K)#3Xx8d5hG^lKf$g|wFm7*{D$dEj*><2;ht?2w+qUd;C3&VCmgP*lu z4?c753E_T~?_uz;qYhMZ&ZCn!lfCg25i+S9am!TCp!Z+;fLUU1Dp-pzbt92NKqbn=!co^@;fK@K zwbR5~XO302+URrFn%|Sgx^A{wJ$J);bn4ju07$l9BH?}asKNRXM=D~wME(WwfYJP| z7gcSRgyP=i_z`FLAJKgeZ>4&=b>{>geTc6J)g#k{YTA9ow>FMX?(P&Uu?+At(TBZU z@SlusbO{Bgm}Rgn^2Z_jpHD&buOAtgUAmO_Iw{n?jP|&!;aORsM2kH}I5g=k!*e7% zuzQS(=QPhA=z4?s63-=#z-^^26Xhq_*D8NX>#e7W;uxMe0q9kM73Io0+O5%g$5c^W zD%Z_dTUAC=kW(xCt4ZYh9kG?A5yu$IF&V(8wauhMEa{&>a!=t{`kcp6DuG#HQ;-jH z>PPaWDzxzNZZp@&6lGRRn`4jhKEEB*Qiaix;g}U`iH;lcQNi>i*E4jY`*q4Od6~CK zxbjb__x^S0QfcZq5vyl{266V#X{O0y=g6JV zp1VlFKaYCz@s(j!MK`hPWz~I;GmG5PmMb_dt}cqn5r~|lfsyDkI47lWS}o1pyGXJ| zN+iByu#@-Il&deH$o#9eeL8!%c08`ZPVJ}H*XvXy(jL-yB19rt2yZa+lg?BRrD2Dh zVa&UlzdxAuNK-ol{TL;HZ)CN`$YL$O3JC1Ne0%>u&uu`7`BIzRhV#t zsjoS8TYW+)W-_$U<>N@?+Fn#YbTf87p8V&nbpHTrn)!v)5!-}h0Qs2?2XJxFgI;xf zJt!_^9sc9e!_C&ZZ)2njZ*ZjvM^+iyz%XI-J!_fN{0pbay{t#s9P{OU=ve!y`@e_f zTK3@moUuJblw=_k9mp{T!Pr{W7{J!e{EeKO+J6>TDx zd$~r(k|@+NvvRltI43=hIXUZ9p}f>INc`4fLy%ERF@|Pt6a&Frj2_(vYpv7nbvW(5 z)2K&_f(qOD0Z5MuH^>)1Gj-dJnd}97F@mKP814CNCY7#l6|Wh_?An1)clNHNcMCZS!1^OO;S}76UDhyZBKpBkE+Hr(xlZFgA}0 zP7&r;^B*Il9-pQ^D%+C5Fhgon@j>Pd>zI07}Brv#mAnI|(;naQ=&fjVn@gnSOEGR<}-*LzC6|`q4BN!y)bk;CN zmf<5rL{d~LE&%7!v>MoXV2}U@)2(7?*YS-`dl?)DkwozVe(=T^4{?Bh8sC~ts0U$Q zOO2|vFPF^q6q`!KLJ*7d3@>7M%|ReRkOmK>Xl@T4I-Z#I6;epo=qou!JH)8Tz08}K zLxMmR#rUe#WQHsqt{WrXyV>!u@q#PQyj29+jNVK@`D3ZhKVHJSa{X&7bT@ABXyUG6 zww5x?z%V=m!3WURdx$Ohl2Ew*1?8&7t|rKRip?R)6COTL0M0w)gV#R2>k2_5$jnt& z*mM>4ae8QZ6Zo|*NvOku5(3}tIsTN?yGPHOC2v6+tYh;a)juuAQZY&8`_mv>_46jN3$L1^8M%n^q0to5eWe9va-MG0I6ftpg0c;M~?BI z=~v@qJkN-$sH@OwuD9jz|XaD zo)V60KlEwTfH(y9_WuCu*Lw!tsxj2$n)rNm)mL-aZqZ1dF&kq)G5%FEKp12Urhf3` zQbiCr<0I0oyn!Odc_W@Hk}-|0{$6J^rDvgA?4Uvp0aM60tlR5LdxS_XVvbl{z+{nf z4;8T-o1q|%I^wyVPg0IeZSCV=R?aeIAoP*3$Kb!twWhCGIP}z)C(6?^WANsa9h==1rm~?!nd)urA3>4n>9h@;dy3|KS*0rJ z@W*ZvH%SZN4mOele?QW@C^Z-^#$a&cw$w<9-lP;Q z$*UFH(Vkza&v7oV0~RM3!Q3yX9pE z%#4iVcXiJ>1W|8lCToX|c5mD|K=DWs*P#Jls4bD-v8>$&^4aEQlwR7rELJvD4(4tnRN9`tW*j4!T%4x2sPCgB9O`hfYPca2LpUzc_cImtOadE+^){{Rg5 zj_Pf;nw$#^(K^DnD0Y`(dN2cmY5K+HuM`h?r(427E%u0}ATOE#C58{k7;}SzmOON> zMrp4#sM7RG;@fWTF^eQ|sla6e1hE(cIL`x|Qk6AYE;9cBhBu{NP|54;pJj4S`~;ftjbX!GvW$k5Baz(vzx`_Z91il2OaB1DJlfH`lMyEJ zt)pykMhPdMz1Q2)x_<=fCJT$ZX&F`-P)dV8#11-ph98x1!ghGpJ>MyRl|bk-p0(HL z7OQOLX&eVTQ$E>r0CIW?kjx(510;q>6z$s44i9`0)`?8E*U?P{yGV$Rfq@tSfaljE z9X;!cwOJ`yEl+!uQHqTvXZ>zey|RfUkVHcwu>(E5hyMUtwtN?LV_|hW$gk(h1aUqx z22UeCr;p0A=7t!w@gw9(Ajr=I4^k@}+^k&h!V!=M_*TiZu4`Kh3`8w0`<})2$pqhK zU_N8Jdl9q`Pp`LrwFjGbbv3|Cc^D}P9MLuvkH6E3;dI-5RrIT!a^7{48*Ii=-+6vU zM$_rLKT6!vb(^crHY-L3FryMMZd{&E&=Pun6sI<$c^^FR%}K^KcHhX=dvdo2$d&F> z0b~(L$bVm_=}fo2m|2NsiDQy8w85X9dvV)7-Rh;(jcYfZZpB$Z2hfj0T>D*WULe+G zv$orB=SFuqIl)ob_Rav~y%gnlWw{cd_j`9bi_J>jD+vwymV)3F^2QE9A9s%Z>&+v# zMwF_IrjwrnpHWj^@%BnnjsFIOqm` z@F%TLAYHNLHqPgOKyAGA^v!d*$}{C?-~awAn>!{s>y{&m=RR^C7D2%tb7G@eNd1CT=FAIMjmq|DP9 z82rJ;Tid02H^b&bb+l)jR&no_8LoU|aiu1=Jov`)M|*WU+goNJT30(%4y4t40VT8s zIe3;=+}Jq)p2sz6aJ%E)4+==<7&TII%*!Hh6~grmob(_4e%14smw9_Wi1g_@N7P%} zgJEhXo=-JpZL!9O9$~@4`W|!nR}S|YhlsAEp6yoJ!Y;8Q0=ZGtvFASHC)3uQ;yI<& zb%`Rkkq_C&lwesIP6sWHF`WC3J?XlBt*ps*Y%LWfxJ3p=xChLPlfc3I-`*$Rn(o6; zRN>9l{s#^syrm}Iq6jOTdRq!+WKXh z(l(7muduXhlY_Tzco`jiMRaXHEdy;?pq|9VKzY)CRY15Jy19A_SI2;a7O7v@2Sgn_-RRaX`T*-4!-q_JQ zE24zjaxpjre_F|(PR8a60raiu{6VEa%N@<+F)=s>PnVysYA%pUhsy)%Dr;fVS4_Tn zEzV5{l2HSxVCQbp*9ZLP@Tu-JSSJY_@;h2-iEx+_GVTV-~Mgu1t4|>iY6_L>fd8V-fMSU}F`5A!e!klrM!nw7# z5)%;~t&{g_b5OLp`$V&U9N@&NM(q9vu=V__k-cd=$vn7_MtD+JpRZc`j3c!qjto!4 zPbJl?9C?i?^iBuoRi9A|-y}jY>NzH$%IJZfl61AC@`GpWi=^8!TX zk5>-brrE7-s<<60>}eYgFf-FV>KN5r`e&tHfdZW49;fI++GF0Nc8F|Oxh#{>NSHB~uzQi}BRMruz>oX)eQX?Hdn zoz>l(a!+pyymA6nw*@%lb>|&v+J1#?ZyGEwB9j=#D|bt~7n(9kj01(-523*4^~HM>T%V2<2(t5QlNgs{#C>x@@xp$JD-4pQoQ zp05nH+P(9^AXT4;nMW#5Qag1Su6s(FaNlZ)?r$T7-x8!}8}LugTL6v62h^JCyi4S* z(jc70D*#~(dWGP(r*YSWY08S|_rgHH~7}#(zlHGXP zc|9@Sw)BbZBDRtgH!{N6TZGsUMnhp)S(t5gJv~7<>?<=?)it|2v1fWBLn}0K%Npg` zfg}ySj4(1sZ&O=&TS3BYJr2K1ylqO%yl3pvL=~omj_)jy`E=%|ybW<`_Q3x0f~-#f z_3hTU4IXLqy=n`axwaWe205g5b`QZV#xtK&>zePQ-Y1e)A1Gj;WDUOF{{UL@F<50v ze(v25QiW$Y^F7e(ZCY61Snk6l%fl@c=1X@WnF}0s-$gj%CY6eCgVx3!_1w1c??CRb zurJOx4C9aIT(68BZeY`G%b`y{%`7-2cm#vfjn&%RLvHekvIFD@X} zCXV7A>lP4;d1KlkRXmf=aL1ph>s#R|^2tqXh{RQjr_0p63^tmyBS;Src-lO&5tL9e z%tkl>41PUDHtOOyZY^b7V(lbN4VffiVrC_PTyXeaPjE$4TWNHC7UJ)7wdK(Anap4< zya0miK;x5z`c)f^KI>3;?L60vCMWX@pSqO^!6fIN6p?}tsOL54q`T;OPjg}^p^ilR zCSn0fgbX|Iai4s9j8;ym2x~^RNtxWN%;kw8Lk=!k+zW$u!>+9Rl_%lN^xG(cu8Px@VA29AtLn9@XmFKZ|tDdf8gu zU>Sydw(IzM)>SCk-RZ83(LHWAM$?l_v-4zrS+dN3h@JrY(=`j0EX!;*%EJ#Mau9m| z0D!A=%F;~|JYeN=ktxe3sXtx@X`@aJ6C=pU5@nscvF}8qQld$HYx6@cV6o2^-C;8V=s7O-7%u&Q+asL26OjjRh`G)DwLv+~u6-7#p zf`iuN+MJTc_IHuUQfqem!>AzeYrN6**mW4zIkv}fj)S9nkMOPz{Igr5W0IdR&u+D+ zqR6pdS;!7!b_!3SBOlheu{0x6D(6b7;_iAAN;>hMQO0Vlt^vt!!m=-BxV5Q8N-BvGW%-pHfJQoxPsX@a(_kuC$~yEl=$HCzN#tOw1O@9k56VMpd+Wdl7v zVOB?n?q+pJ5J>EB0=N{H-W%6+?3;}~?LZmIF8mL|ubFo-l{rP(p&{_ZWwR{Bm#|;) zsV4BMEQO+<3E5b3KN`#$oyeXX91Hj(%mkm^@gIE*tppW%&5AJUCUvn(!w4)eZX zK;Zntih@l#!3!XhbCNJaagOz;W8ps#U#{qM+r7BSE;e!a(^JFqBLOOeAo2_6`cmhQ za^p&K_)(m?O}UmlO`Xkwx9jg-gKKXFovZ3mS{Y`tisd1;NdgIG!jQq3frZIA_8eC| z7J)nyLnvrn18xhr;Qe^6s>@4`=}fm5F76P6lk)S|Ip?{kn^KP{(Mt_cO6^#XYZi95 z(Zg*72o&N*fEADEGuIxxS6yR!9KdtWaC=vq-&r(Lx^>ukk4o9oE*eW%j^n)s(sR!h zaSxJZBgiuxa5WgtqDdm#(R^^arXL++OE+#BmJNaX=##8bu%=wGa~RZ zc>Jryua(rIljd5SQ?CnN#Cq?D(!v*p&6Tbfg6EMR_?qIhkiy1CW+qFA+{E=D@=2>2 zw5uoDt{CA9w$D?~T7uZJSvwK)065P<(z-CzV@?e&r#q_T?!w+en(efm1h(=g-%IfQyN8rZGVrmkdioRn1$jN*yxQf|mq8@BxRHQ=FnM7I zU@@Km&l&AS8a8TCTRr^BZ(EmaqukzKp2;j%8`o*TVT=a+&Uy8#%{8>mA-F>`Gwujj z5xb0Z0{gh^{B2RwY0Sw6s;Ock+RAO z8_5mH#s^S0XV=%QV%ytY>DKROaU){ceA#DqCOG$h2qca^Tmi`^Jprvr?IzT1Y;{?8 zrP`{)bdG?DLJyWtOfnIYIr(cwlIx&HMp^J}$Ju;5(a2DF6B!$BbCv*w&weYavX*I} zM3-{3fIqGQ&M>b*1ZArPkRx!QJ~K{)278I5XQ^kS^vU%R-ylv}et za%&rnHt;R|l-ACe#B-rWY<+s?+Pa+_n~O+Uq+Q&WC)AVDy-QTFwbX3h+VT{d7awuP zaqbUe?kmnUZ8Q4@;CXp#X)vgNx<_O9cdt&4WgJX-8nl<1 zUEbx7J%OqTtX)~?moQt%(SK-6S)EA-%R#e)?st9yrwu16m+~^JPnL^T>c6kJf4nWd0}laH8^Pq6P(Eau&0jnt%|;kR-@tHI?(l4XYiNzzw4P7dGXIW<#L)2g1;*a_&#H?_fahxSm*^e>&u~X;w># zqHGn&U`gn4$ozWNs$7zZ8mluCwN!OE>0O_P{55H2@!i}+lHLWtW*HIv2d}+y)WydQ zdC%mIe8!)&r5bVXf57v-H^UnJ^nPWolX6pxGoVFbo}jTAuFt{xPOYQsQ4K>*o(RlO z0?0;JoG{4*fyl*r1bOe0ezX~YVu$5@rLfEwBlG6Gs+pZ?_kx1g@BY3=jOfNXiE`Lf zloB@f9qS<7NN&tBakvR%$;dsn`})?&DpZ0uDIAKx)+e*lt>IG~rRR1DCf(*fId7oi zv4VBmlHAo!G~@3aloCX`_Nl2#(SsNaS(I132$n&|5}szqRd(8K-5A1sE#q z7jv-V)8z*~pGv}yPnPA(aJl))Vpc#);9#-#Bo0SCD$V}@nlG15wh#7uNPN3!&I8V> zPWcBQoUtd@7{^NXGEL^xBD}!Hta$(uxAoC%*C6Gwog8|sU3vyBKhu- zM=zO>-401V?SFfZ_NtbhX(K((r!1?VJys1B?Uf^`|DI4dh8ZqokX&hyE1fsUOm*q(bUF z_-5MKXU;^2>)$4#DoQ-D)F&qNF?9rz_FHm(NMevQapRUF_>c6e9wxZ*bZM1O+=-Na zL;8y8Z>>eUMI??|M<*kwRRXx57CWuHkrDp4k@%25txBgTyGwF9=oX*2WlaA7s|ttd zvW*+3aHg`IH7GSMrs{2N(DeID z$S$JuU~uYqIUlF7sUAQ^0l*)nbD9w{Y1a{F62~WFj-#mjsRjMgsUCA=938+DTokhD zRi7kfW1I49Q>T-;4D{p5_^#PRu8HGW#^_<%`7 z7yy2zy-YS!3UcO~xz$Few3jM1*6PyYG<$eqfn;#4A}=VzqR1OLQ|b>|8K#PKzz8;xw`c%$2ew6ZRytB#TRTel+z1;;2O0iVm#XRVPJ$GaI;#R1$pw3K z>CYbZ?$fk)F|UV}{oPT?{{Uy&M&rzras%^iI5?@J(d}lBDJU)Jy0mA|WJ88{%M;nZ z`qbDwEvsEDk7a1`s*jkXir1Pw&Ph_7RoW@1ht^T@PCYrPr0~tU!U2_xhd(gs`Bhts zeM3us^ox6#ecm&-^XX8_t6Us@^>+Pe+=~x=1VpEF;~v~oTS&K#JiMblzHYS0W4+X* z#k@BYpZaGRBlE2(d@HP5!5sH?QbiLVm84)lN;#6S zwEG6HaMH|Yg4`Qrj~IDN1p$T+9epT+Ly_BPc*AFmxBmcIwKUB>Yf|yFih7;0wgA~0t_eNKBnrKv>ru*Gb`(%@0XZO6 zea?>@HY(9bS%yj8MsQDWYRk3VX?~J&5wZ`s^{+n@hJ{%2Ph-)iN>PK7-1Q52(nJI> z!S7lT$$^4$4RF@C62#e#Mo*#QwEqCKuFQYyj(Q9L4R}>@Sw%TUdK|92Ug+trE@6Tb zEX=XSgE{oCJn>GmCa)|ukqwsH_XY06bS?b_bb7lqIuh?CrIpkSoRi<5%DB6b7V%LI zSSj3nGg)CU$}{Jdtmc(xEf&U%j0~|3s2L+4PW5lXQtZ>#7e8}!NB;X^{RL*o*p@Zu zp;WC);pbz0acl=aXpo$G1}FajX0Jn+O$=(gqocEqYdiaiqHXITUotFmzzl94_0wC) z1kfZ=w$S4VlhpbT@T~hQb-bEJ4pLN5tKRU4R3v`lKjmTs3W1^AY+t)PV3B~g* zQ3>gEWyhd2I?(;uZj3u@Y;%cb9TX?+dxg!Bk6F5IBfA#+Wop63E_=RUO zKAUGGfg6dYM9JIS4?ugKzSMg@c{jT>z4bZ&01{uevEsX{s7eb7(^bx7`7JBMg44o>C+1CBZ8wm9^x6DOFg>i|f`HWp)-$n@hKs%tsc-X}$ovfnzo zf<|-5Y;rqw`ikCAX)hvMzNWRz_G=8N_Wo>F3*_B1i>iHAB?*2kfQsTkceZF6wGXPC>|7^1Dl%N%NvrW6bgXs;#4 z3F|+=>gRnC%xf&)V{a{-HVTcMPDk>tUe48g*x~bWDlYkiO`U~QAQBcMos=c8^IALr7uE~Pq3{h1+Ov|LIaV9MB0@tI1gZ4*0Idard z@+s>cee%masd+9V$npou(fbfjEyqk|qlZkGnUuZWWykKGQWi78I30=S^QmREd`GB4 zlECINe4^XrX-~=l$0LEeB;%1?PloiHMOKzW=3L3Qcn(O69*PgsudQ^>T(PuH2*&Ks z{{VzaElaJGJCq`XigyejGt_0DCK!S)=~|Rwcp5IorFq_CK9k@ZEyx zkWY7iXhqU7+IRFp#?U>^dww<2SYI2sM4$4=4aAYyRT&iA>_(0E2;_g8l3N*Ge;U#) z%E*a!F(UC4_ctz{{Rws zagUg)0zRU-D_H!yWjW-?<(`0|%b9g=kIFKt@530zvD~Cb#YhwSd7E zag3Y}Lf5Sx=g~za1q4!+yw`5L^v_{gmn_ph*v=FlNTs=$qGuy4dUpb_H4EA93)a+{KI!N&v~k8fIc!|3iJ(dMzbx3#yD1z+4+##Imz+>%Q%JhAoQbf`RA zrNOM-MPhFwwzxzu6Yc@>c;FC2FR1IB9Mf>+l01n`%A;~Q?-pHurCUC&VHTNsPS|f^ z{q?QS`wx-152iuKxUC-s-O1!m`UagH)3XsauYH(c$o?3Ser5yk_pVn`xA6yrSf;6U z9o3Y$7-;;&m=3A1@wkuitGaHL;*S`CHNK{hSSZ`(1j1uKbrYb#z{hNJTeqQVG3B}F zS{!$)E%RRLP~Ohca?l`DkAd<5lhfaxYnAcMowlE^+s3Ws{kkJ6FF+g|FbDAm71a1X z!rM)beKs4I?iw;0M^_Bxk6qXR1Ly$YW36X=QHJjB*(@zBEbjjRaAjz2VkC?n8a4zK za5L;idyH2+Y4f%!b8)Mo#@V|^`>9V}hPADv5zL_Q2M6EYxV<+~lMe-rE?Y&QNqCljv&$&-)d~mQ0^2R3r|(Fdxc?y~(K_YECb)>)MC*J(Yut zcr9LXHbknSh;ErbPQQg?#}iv=tdNb;6eMv_i*2_mqaQ0CoodvQZITFdJPi+PRZbAGfu&ijjNjw^i7Wcd6h_-Fy z&&2VaVit+c@=M(O8)>S`ZD6vMUNEdt*Ofl znq9H;ZWOG{TOolTDI>8Tg+D|1YiDI>t95fMti%}vXJ~WodY_=cu7NgMO(bZJ5he}_ z@B-j&&#zO(O{!`wrlS`aRp>yWw-n>hsOzDRdGPPUvqnVrGce@fTsX=6>k>~24Km(u zvi+^2INBZe6&*32q++`rBUT!oJfc_u^Lj7;0A94`w1!k&=ngpsv;E|v_qUl_XwMnE z({5v3@jdIw6eU&#l(I7cjlg$3e?Mx_(mcxmi9C*z&BMS5k+FmGE(zp!{Cz8T#QI&l zZf>mDrQ#tXJ=pUGagpv0KP*-RcAi4Zd{SG7cV8?kY;-Ndzwi0yA3(FTLR4NTb#Z#T$QUny=@eN%_O_G4YC=?CRkf4 zGJ54sSLjsst&JMuB-3rm&UplG0wo$;idins?q zg*n(nm<&%)1!w)U0|l6R)DlikaezJfHRdS3r>3Yj%QDT-b^2BguN(jaLHxdVc9KCV z{Enm_@vAb9QaP1bsW^F^zlQFubOpB4+6fy_y=6(|ToW5O z%xR9KVD;&rTGF|WJDKK^Sd3?`#$AMC9ewMH(Jv#n*X=beLe#@=4aj+82oSqpQFk(JNldsOjR!LR6%$ze26>Y7|TZWWsgJQ*b%H@8lHo|Tp2yR^LU z?YOhHf<%r6ay92IIPKPyTN}oEdqQ!I!a)YJqDnmycsfAW2?*(GGZr~11 zD1|tsXR|pJbLrQ*R-1X}krBQ~Y<^RcH=WMEf}tPqD#N^%Np))n zw^h8F9Po>^RU=`AMaCEa3C}qs^~E^TijORQVsn(+n|p2Lr~ESVI%h~HA%+U7u~H5& zdK`+K^<~mDz3*!zh|+los+(3uZ17J((C4oPn}2tuPHu>r(g|ak9yCy@%*?w;_dhVt zVT!}mwYxj*ChJX0rJ7NAl3Pfzwh=~mFCE(?bUDsFDMp%1xK#GE)}3`QwR<~wbq_kz z<*~R^BpLo5aLf1*aD6dZlfKiz&pcwSEOT5y(VItwVq^1j_q&GAagS=Nj7<5rU7D)k`y9u0Y}Eo^dBqVJ)j z@+ccd0O%`})}k`rruY8kbkKP zOJm=GllTtx(}9cjkI>`BN0yb?k)N{JHOHFBleXVEmns0j-TDAM^H_6OU7M#x`$F3? z7h8zr%pLVG2Y#hwCQ%uPT-1EM0 zBPX4p^ka@V_ciLTaPjS_V@}fLlHmaRM1x>LUQNZZo?G)DTvn}@fHaw3%)f@}dB-Zv zJ18E&E(LVDZkuNvv}+uHB7uyP&wS#vrv?a_kx9VG1Fk))A?+G+OuZI|Jl+PjDJAcaj9I;X>rUcU@}Xx| zC7W?o>wr1_V~TK_^IoEso0z(V{g#EL#|$>_9Ag9^eEV%ZdY-i1KUu$(w_LyPpPikf zUcd^ER?`jaFiI2U63HyS_&8BjtsrHnbTDmE8tc zXV2_=e_GkI7M9wpeX2Bjd4|$mbFsRE{XZJS&{U)ovS7G5`?XH;Zj_$h0}Ht&D3tWl;n~e9XrfBlACndCi;*Tx9W_R{sErBv>M| zh>m5En~(Na{79-=O~0ACQhwq2PC9zm(aEVw==N|)LX(l9bOpVXXgGdH0EmfGtzr{xeL1axyH`K*$qzygX3rk=(BAk``&5!`OG4FRM{-(7P=bW#oE&ab z>IppNxykk2THfs}rI`k#hszQ)Ih6+h#v~(fB;bMmBDANmDlu)H#oU_Q`Y)7=r}%Eo zKmi%N*@E=PWLE9m^IPwx$EoSRW1oe1@Ef`}Vk>~P@NTILNvL>-REc9zxIrU@T#kNr zAe?%Ef_i4XQ%>70q;m`q(dU7|;ODdFQ8+lB zts1=AOLMQ&_R9pZvCD1aBRQ-q`*ufgI0J)MEGBqm%6!{>IRsSNwYc&{!kq3roE&4d zOVu3-+4`Mdf$a3@^l!FZlxd@o!pkWbTmgglgI9Gmv$@n^hSE5eD0y~819KkVKtG*v zz8IBdySud@s(m++_Y2|U&$U8B`8&uiasE61T4c5 z0CDbr{Z+?^$(5#VORxZX3hOoTzfM+vl!*XE&nG>rp7QZJhQJ&8*Of{2?sLXLa)ls) z9Y}Om2P53#o#EV%5Z#V>c?kUtPpmL~LQuKE3y;WDS~7@yN=W5iRsj0sAMmcG($G!a z9h`v0a9s&fIRth!Ls8Z5lOJc8rNW)ju>LPqBe*rABPofK`0<4wj%xz)-R^d`%#NIO z>yG~bTDafgUZ|Kph20-kwbt$Dx4E|@G5zF4u%M2s^gU~v{{Vy<=T_9&B_2hLGB(o3 zC6xWu_rU)E_14~(q&2v`y4&)}63Bq|kT?GTUb>5EOFa8k#{twor$diUf1L{P)oF6? zW@E$PJtbq?FrMMK<)kVA^Z{{!S=avn5A;P zV0jHyKGP){Kl+NHp?ZS&@0ToSxp>fD7oWT~zV3Ht<;KfJe4AhS`ruH?ZV?XX#8*6a`-8jxxs?BOUnb+o1KYrh<$k<^5`TR-PiOl2>fcgHlNuAeL5U zA3OPA?&q=3*S|H}czS5ygoxdnb7Zj?&2ySRg!Jell6fv>c>?^zFj2=m3>wi-^ce(b zWZ2^ByE*w&N2^GKF9N{ zTT9|j4*(qG9<`!%5D+L}d(jL_inBOn7M_KHZY}iofle0y9lT+9s@AhJ$eC>UkF_z^ z8OQk48jb5grptQUhUEzw_hNc+^{o4LK16RIWK>W9@0@=+)7m#BBL@1K7tI{E#6m*= z0_A!W-l3LgZK2&HiWGHh@I9*@{{UQy#aQge9Atn1u6ApS-BrZ1vqKN?oAqPHRWL)$(P&1DC ztf&yeo?Hq>PI5VRKVH9;Sa=1jTc-a2T6qbc6ndZVtnIzVv>ksr5XT&N%Ai#P*BLaH z_oya{Nl+cE4jZ@m{*_kS?NZ)DdvASd2(@gibF&TpxxhRTkx8sPFN5q#4Z=qkwk(q5}3V+($)AG$_cxzgX`haqLu%KAFu$HtAGN^!~phVWid0OG%G6w%hO&#;gN$=~@@pA@AJe z6(b)}RCEGlcp1kr##N4b5DNbQF-+75j&@)}F5W`=*T42prA<9dOZ$ge^Sp%*o;|5N zA8YolcFrR+BS=irV4Q_5k}?P&><0(yRW8)bT(UDG9lt5YI47^+T~CCqQ%lw~BYO(P zCG4AHlsF-a$FN{?z&OWmo4spJI$YteE6dRDd?l!A`i%F}U0YjP=`9)i1WKW0Weh%c z1GYLI^~m_!Rq(^>Yh|x}r_4zBk^sP_anl`hkHC+5tKhqwR>L?TE_Oa^Z0gU zNNyQa8K9A}Hy-MwmBAgyYT&*bO{-aI7E6JB z#pk$&MF33C+$GDke|)~tAf-Ysf9S5(uWSBWmAFDpm@!#L~Huq1W++*VbdV3AwP zV4Q%h$v8Ot>gvY&owOaLW4qIC2iqM^%rcevx?|AR2DXMZ)Y*AdjgK6Py`|yq3o`{= z4WRX?waEP2sqKK<_Ni7rJs6Man!;K~Q?gAY-;wAxmkB&3;&1 zy!lwe9t&p*y|Y#=Cog3rO@p~dAMFA^rfRl_G)r)9t{xTg!Sd2q+8z6686bM`P&(Y% z&h2%7ZFTmSGBJp;+Q+X@IL|@YVzq=4zNOh%*!w-3=TJ{ME@;S@GK;4eSf&&59 zgG|%4@d!(6jjaOx$4}uNzT&I>oZLm`+k?G+^m*iaty8&-TqqKQxpRkJ9Dk3{)~Rh` z8oAsn$8iubx}5#fo*Jy_MlpJ0lL}mIUEE~nr`Ejc3;XREi-YG|AH2#w@B72}e!VNE zvDRX}0k#|vGC>FEfBN;Jmm}sx*`uJAV$3rC03m-aLF?Fa`c=D|F@IvP%y)d4V%<-@ zbC;4y6||2Mw1I}@$6dhYwe9bOmQmltOF=RYhdAc3RUBJv)je*F9Scgf(QJ%p@=EU8 zo=HgD$ME0}YMSow46`-|VOf9LK*zMO1Xfku`Q<_Bo=L2#VqBLhH-sFXrB4yf4B=Ww zbt#+`T%3AW9Cc-mQ4~(aqj4aOhFykpkAD3tq-0y>V=L!28AIs7 zO>{b|M;W)ffw2|QAwd}Vxg;Ncyn2IJ7ElYk*y?U$oZ#EtC*9xE`VN@SUcGuxvnH=+ zJ%*yDCz-&Uq2@b|t1=%)#z*@=j`h=05vd)2uQQe|cxuW`S*_8V_PmTSKjT{ZR-G=S zqDCS(iNInxW9|Mm%4zZHQ|gVSPXw}EK;52^dWBP16}|png?bQt+L*C&*`t zML%@5X%=NWqhbm5t!ttqc0$35@yANxbE{5IT~)n4yt3 zM|I-`vehG&+BxJgf~N&?FpLjEG6&~c`uBzt!Zw2XX=1&A`G~5+%V66H2RX)bj+M~d zEK|)BIxDnJB#fS_z~_oz7)qM$Ln8DfydIVPm+2| z^ZvUUCsXSYlG*S0oF0j$38Yz2YLmrj6qDXNsY5Uz2$c|X$Ok7scQu!*6KAPSePd_j z*xXI!uvAx$2igh186<$&1fFn5wR#_iZZz#D!`Aovv1H20A^>FbB_ya+&n$xtfzJe= zS~N=y6IWa978xeGvmh6@l`*-8Su(ii1AsuqcXNBi&VJ;alXmO*{Qm&V;H^^P>d07L zYKyXXyvXD8q!7%zh|c4~oZx}Tj!`V8-Q6JA9|P{OfPQ zz8iRLrq}f-8Y_anb-aw*o+WJj#Hrxt93FrgxuRd`AWt2g)ZcHvI|R~16@0;yk&c^* z`?=>8yya$c!P}daUfq_L`E*P2ISVDUlTwn>-EK-=?fWpi7%=?f=3blgmgIBCy>vbx z@KwHtqEB~ocGF!KSmH?6Y64Fr_c#FhQ)JWaKjAQ0E$3KFcUJ2xOy@ab7~xL>Fr$oj zCc52f?hRGrR)jP$NMud@4MvaO1vLJm{kqW-@zR_Bv~j@^F)j_}@rHSLNS)!>O( z?QDF`y?6(=y>-dq%Lw37VtgJ0d8a>GlGadqoYmR0_GOR|bDlHP9joN);%Zf#rMIW5 z`^8eVRMb#l*|j@s8={f?tsqgckY}G>J$hocr3#8xp5L!xu=wRUT2B7}A{M%1v}YTbAkT76 z03P|R4OUn*-96Gk8W;e1m;QT6{1JT)H#hq#J!><=c9LGd_RYfYSf9$Ufbbqe!GGzV zz%i-sk_nVt-8(gm48{?Un(kxwq{sJ37z5A_*{@oK1r5#&Wp!R@Es@Kke`ms`SvK5G z{(R)F0xvs3>d`krMLU`jg+> z{ur&q&}^(=g)QW`XW5nHKTld!YQgBWlk9064NhKqipcA1FBGDJNY6~x+*7N^vG8%w z*8ypG%bfKb75A;%Yw`DsW1m{Wop%OvR;9|xWAOF0uBR>3FD4xB5xL67PhGyp^r^4i z)?_O9bA*q$9P)AgdQ@XjX(ihjC7Y%zGXCtYryZIGk)e++bC9HtGJiVR*5;0fG_QLz zWhIPRPVU2Ee2NcpLG9~Vu`fm^Xa^Z5zxdU8CR=#OY_s(^?f(GRtQ-FT5lgsRS;WRd zFco13prL(=ETbFl#}Q{`AElp z2=}bz6yo(X($_U~E6Bslil93XNzW&>bWxDZ%6Q$uIO|?%73ZHfABkey zt3iG-``H;XJBD22^Iz7V5}?u-cGM)Zejnslw}ziQ6Fs~mPKri#?8oe6jBe;S?Od(n zHO!H~@{p}CE_3%)K_~fE)$D~~2thB7wVi3D&3~!KZyXz(tE&RQ5;o_L$FH#Z*GwaJ zRw3zRbv_!J{?Eh4>r8=fH4CX$D_C7}sNA!b1mhUn^Kr#`HO1A%w}s%j)SV3JZMx;H z#^o#r%ush8mFBlEYjfc1>wA5%Nd}d4I3 zWz{tg4qh&|3|88ul#AxIvi|OPm>rC`IB%E?6VoT@TqU%IDP$4IcDYHEgU2JE*EQB@ zCf3WqcjDqiVKv3PKq({UEX)TZkCg$y80N5bJuX`vQ*4&rR`m{%hXkl*InO;gK2C;YUrYz~Eqb-?`VzK{s^#xQoA@z5Vy;Pe}Rv}@+)fGw32 z6VP+K{{TVw*JXLA+d&K5JAskOHREHa%{3m!iH~=x>}2?Y@-ZB7I)-ie8R{|KxyHI? znE~Q4)sMYaz0}(F_2mPCa0j(%%LkvMC5^73XB3Y9Wy3qRaz5&e1IKgp6^tp`O6NRM zS~6)|O(Zfi1v^wZKA@lJigu>ZX_}v#r%aMUTg`%APhMF_JqTiW?hh56Z!)}|T#E?yD+mz-qa;`a3_5T3t*4(;SO)ZVxGg^Z51(Rw|{oL^1Ls~MZ<`L#sF+&k8ke^yE_o$ZI1Riq8emQ ztTLn|i|BdakHV74*xiuMOQu2Xl_UQE)%jL57ZKe>v}IV1GvCsd(($9#qqmh=1nK36 z&jrSD&#o#bQMsm4cSfb}hpn|M*ruLI6;-mrGmYc>r`tZ9*7HiR$F%?*zLkd8jcm&l zfP#Q>dy0S@TO{x}F(LSmz9jt3xfizUO>PZd7nw z1C-CHT;tqVWuRU~sOjn%RU^1Ok&{p;A8M{=EH6aTr>ZzBOVul4z%v z1p%5DF}TMsmR zH58>COo>3%pq(u)3<}H#n1E%#;{(xg!2ba2^M|Tf-01;w8SRD_e;gciIQ(h$CGCR7 zGK`-qDd2)T8oQ{Ay;{;M3q|uTE+qhD-~}9(C$Jc-x#~)yj_I@3qd{S8;`HnOWeqD( z^5s7uaKi)ahVZrI{{Y0y#bXE1 zDC_k#(?M-*Wr1xBQ4#+DJdiKyE4~;Rb8|Ok*z@t3ohiR^H+|1J(;g}9OoC{4A;TbX zxM!Y~b{k(lWdYQvIczx2K7zTq($?3;+M35~?5%MoAVuMDPDelfs?@a94w}%t#lP9D z%lT@>jslU!eweH!gV&iO$DLN$zdTQKA}o*lm=DT7+Q&bYbDF-gvCJ(k6MV#B5;M?x zmgon+HK}tY_0_8-owSP)AMx=p*sbbR9$WIq*0Enr7KqO@$eX!#bCTa*U*%Apw-jk# zb1h(2m`^(kiN_$|>_h&@Jd^H!O0c0+8D|W|kII1Z-&5&Kmr=KjZHiWQ>_Tz)3WO!q z$txrNWCPo!2bZCuRvJh*dtU52LW(E z6(n%8Fi$Hv^dHiQRDB8OXP82gr281MK6p4hAA0Qco43?%rG^z^_V6{tuEYfaahwiG z>*?6lo5+!*K2(TGo{GSbYY<7NM-h&~%?;_5o9)Q&y+d$S3XljOmB9pKJ#$@jAqvv> z*2h%}e%0E=jS|!S8eZToc=zY6W$Kc7NJ&hB2vO>5Xi6;Y1V3^^%j1wZ#y<+N;Jp~@ zUL{FojZLMI^Q6xpu=|Vnw?9R%QY!64_G(Q+4n`l0bav77{Rd2rAtl?SliXlrG>pil zaok{SA57JY_+G-pOrBXhrHURPX#pi%`=gxmgTyTFnxa zIQjRXANmpetBdg+%olfC7$gze7=&_2HpbY&!TRmV?mrsqf=L`Sz3B5ZC&ZWDUHr4# zNE7Wikqkg65t$js13d1@KJ|-ntKHq*-V&?k-`j{M-~i=WPVzlQ%;(m${7Clfu}c&t zIB>yGp}<}ERwIp|{Ma7VnWx7LOZJ~KCvD|_c!!*FFbCsGU5TlC*ywyMYFk{k)1;O% zw>PoMuqvP3DzJ88o`Y(TeREK2P&-|Hm1c_?cbg2B#mIuhFBl8Ouc;aU}lvKPvqy#{W&ciB&?KzL^Soe|Y-WMd6F`1Kv$453tvMkj?z- znbaY-1uhm?hW0CjQb7Q8JdU_NgjW9mhh(;oO_FJ?!^F;@hf)y%Q-&a9mD~u(>9o_2 zV(H%etmxvfH(nUj8q^u#mDI&$=7kvGg!xY@zc~XqJao-L;k_bFXTbWZq(|-6Gsklt zdbnuL@I5jYIQ3CU;i+J@u$xW_XNG%HTH^qW=N~El@HiZL1Kzv;0EQO!(%b6SHi+Wg zrhya8ImuY^fAlav3UwlyL#*5vGB_slJEx0R?`u_^*Iasu3A3^_j3 zz97UO=XENK7!1CLXkDXF#+Nd@cR>`X$Sdq-k~CZqa~R(c`jN{1Kb>UXHSA2OHL(+08+i)5uLlF? z86(^p&(>s1TXkV9Ei2`gHEg~Iu=>+xzHLcGz_DwKR*>$&CmomsbSMglw{#(hpp>kw{Jx^jsUjG2jpw%@KEz3y2 zDf9ys>$es*SIR}rv@#R_06ilF{(XO16rcr4D0begk$PFGCQuC;r2ci$8&xs8T0#2sj_QT-oV~YjBMX#0=3(8R`f;euNNfH&BXO^)~3OEV6Kjy-BY=H72TZy%J}3 zBMtSWLfgLKEA%Z8tG-!qAG+i#w(J%r$)PR)jyv90Px>|<9i1vsI*km z?4L)qZ#!!=hj!uLj{g9TYPH?}0A)0{x{|)-$iWrQOK`!Daahx)=J}<$--n=*)fyt} z=FVzao-4aaAe8*BxX+>Ne*;*bXk7D=QOSQA0t}cQwbH1&=yv-asOT*?7U z=jthu3wstZL^2oDl0Jjlz1UCP)#?ZMLttsbxX^)~dIXPS5t-6fhuPc9Hn=aIXy zKh~^V+KXG6VV#wx95DwtJ;g#MFj}nE?p9Y^d7;QZO#c8%#JH03JkAivi_2ivo=1ME zIVWhZzxw=5F)GU=nE=A^f!?hhK5y)nn;Wd(D6 zN5m<6dwFXmkn-}kC;$ONDeJe6bIwIn)MbhpJg@;$zjU1A+v)9DqQNFVXtxZ`-+Piz z(vy<2OyVAS)Si{ci;i#wX;@wPXLBBFlC1>Q z%&O8&TyCx5+u-})^4K%)*|d?9)9J=NtESWCnhiM;c-a^(2x1Q3%eVN{5o##NxjfS~ zU0U878ClBkn8rGu!yW54QmsU(+xpn@)*qHvu~P2l+AC#d03#177{?h0uhVz_f<5Yu z-jOx*-)R?Yc1Q9=01Brc=bFg8wbdoMk5Rpa(%fZZ1m|Z?TOA4i0PA{Ig`L!qfV+=1 z=~k&Iq^Y~F%YifrpmS{K+W5EBMiG;k%C# zYg1iIA-B`xVHl7Myrd37`)4C3^{(E>!&*&>4VH0|KZ;^xWBKv<3hAeWsa7gWLtI{A zMls}?yF9`zPC2z%on%vQyZvh)myR=<>6#=!6iX8h%#H{(x#MVHlfk#qG+-j^DnP)D z?*K3Z>PO>T9+trA@co{~NhC+%++!Sk!;f0hwhcWNtne!09R2H9>nve=WRl}}-TXUF zMKW-fF-dhhDVf-_7C0M^^Yp5=TB?&Rt3@kM3-JVMUE7Ypd;S$)P_nALEt9Z)qIbu#( zkE9;JT2wxvc>#gi7C0ID*FS#^s-XK(SBK122(QbKe(3s)*6?a_ zQI}HbzGjm{wHT$JN7Js|cE@t&XoEIS%eiyF$Kjshrn-Q|X9>nhQIATi7n5;x#@f+s zY!sIeBR<6^s{l#EHU@FW1FagJ-dY^#wU$E$@b39uv zFD3IxBLpDf0sJz5;8o|^e3rUfU9!UMcWo50$glHq9fn7t!jt&dT`1YBoUVS-q^;;c zjT|yvSgfdSq;D}~aHN2(xkBLawKoCo$I`h2s>>Lf-7@yFz%9%y0R=IEjQSiAT?L@E zO-52<^JkyS#0QBXB%GgNf=SPFk6Pt!)+W4Y!)^J77^Vw?c<<1R5OLqFT&z_~rJ*Dy z=Tf(Y2}JufxPm!Y5>zX*=Od;!oX@Y#bM#@}{_-POm?d@Fj zcG61GX_g`x9$7?V0F3%)J-NvT(zm4X9-U=(4vdqD^aZzjYnL5mW;uDs(Yg;nYAtgX znpzx_Np+?(-6V-5lBCFI8QqBn+~@NgdYW_^t-?WPXqk%M1t=p>26qFvpHg>Ko0~~2 zE^aj2hqqv^HcR|60yuTY05Bl?=CaiiE2fGvWMIsws~%Wmra9;J`qSBhx_3us6tOm! zXQzo{No2&)x`hm&sstpH{l#QG@P4%)jBRc$?_iw7(jbLHOdOtySVlW2QG>@{Uez7S z+07-SKf6~)1Z3f^7hv18^xAhGI*vOYG_@PcO-Dz!ns_By&9t#bplvMQ!@J*{W7`#_ zmnpkN&lhQlrfZR2#DH6BQTfUT@X3H&53WHUQ&Z`%G|3<<^M&W7cit)R_x6v59@-eg z-P)o_0LDpVTooTtk@;7eX?I2z``9_hOp-I2<&x!P;VN^}w^UftV3ku;k}w;}i|sC< zuu85$BRq7#=e{c+RK5FjQM_#@mbv*z=W+GNAO5=4x!E1SneCS1%2Syw-Pk0fIojJu z=y?F~kSa?^>}8r}utkCvmwAY`Jiagn4?)2r>(tkuilqpzX>CqyWE5oTTXUASvAekh z#}m5yR*X7j(k=`S$F+A>u_3lC5J@(iHq(#~rh8M&Lpz-@>A|l)RU16lHgR#@q(( z=u=H-%~Vk>wd}fQ%w49nA9=BtkNx4$kM@Q=>#nshYSybPZlXmXhf|(MAmH*bT+O@N z-M{Xxls{nWgZb8-hMj+9alX+J)b)#aT>k*Oo(I#RtmQ3i5~X!?ZeGJJ<+95ok2w#` zlY#Ckib5Fqeq>+miJc>L?MzHp}L*bJc*R6XVi8hry!A7m+n&50z=r@h2mb(B2s~u}0C{=q+rOrQCQPXUh2g_ha?PAB8`|w-$EV@{0N1QjX;_B2rg~+gOMhnslgPxp zC{EMKJ4aJfu7{>bq{(9hr1dhc@_!Ri>EJ~KQJw-KujDaWt08E@sQcY(sAfH3A{llUsDr*I?um@?30kc>f4q7 z01v{tJtM?6li01T{NW^3Dolq8!`DAb`YIS0Rf?BB{$KD;8Pnxzt6o>u+p0Cmp?2k z?a)_DFtp>MSM@un;L`W16@|6M=k8wSYp+#PwLc-->sqiZI&TWA<|qR=;C(2$o;yM1 zT8wdq#(5&K?yscIWX4!y0P%|HjAIpOoyrl4(ODL*t|q^^NMRmivXH49e|VC553PFl zg|w65?Gh_Z$kV$SZW($rp2O4uf&T#OuQAYO)4V@yJVUECZl(lSTPH44p>R43@&gcRDm>O5Lf{fe_2(a2W~b&_SqFk9cxL(Gkrmqsj*FZSc?TR5jy)?&xVxgMrv+=7 zclPl8ktEcknBK`Bl!(ky7ur~YcPTynzPy}P@~^(c^4?pB<(JDA(C&}s37n0K_g4q0 z$UdNVbCFIFNC`^}xXOC)S>e3^%uFW>KS%JX0f`p}E|QGuv=p{ABj0 zeS-H_y^7jd{?T}Ud$ux35;idq9oP)?&N6%Sks!R%WVpAsoNt5YFrG}xMkGKv!3UD3 z+=1GFLnVUzS;sZCvdsfU@D=KMeq%jT5pCUNS-NP z<=W$HO}lE46+!Qi7oU9BmRU1PVlQtZ5J7HtOwYMNJQe$(V5iwP2Nu8s~1sP=c)MLM3=-GC;B>vy|rT`3)6T!G6UF=)7%R3 zy*~ZzT!wHNPS!`@=iGXV-jByR#)lj+>T@Qf7-mT1+LEH(1M+i?6vWq65fH3k0w zgr7!`Nd(Lm`T{n*QXY)U+dT>BPayMIRF1dm7->qA_H)^ey0?Q=3<56pUO^l+WVBb7 z!^)2KYjy*Ko9AEGk@?YSe=ZA0gU~QP(zalDbpl4FJEaK8d&=mw zp?HhVRkPF{OM9Ylh2-57r~Q`d53xT_O5ba_VmNP@4!+-oaGHjaZ9K@NUor+HV2+}< zJU6P_t^KX8t0@+_3X-wqNc*ABaoazgb599MZqH9c&#!_>bHh}0UunW`dwF)_IT0`z z{IONs=@*|Yup#_0kHl8Kzv3tjvsu|qy_<(*JOSKRCYf$7r7q(rnBez5mB)#}LWErT z_VWJ#f^ov1JFtVo@Xso=Qk8)6a=CBA{{XL7;qbPMqsGvYBaxH! zr+uBvZvgY#wS4lcQlsA9mpfHBK+bIsPKyRBIH6(C!Zsh$v$feKv(PmkCRX{aoia}& zJRW}<=;WLCcz!T(T>iWS+EwIZoWj`rv;8YdQ=K}ow63%?P*RPWIC~9BeLqfwMEge4 z2t7L1RC=uTnxtBsE_~#eN)M^eKc;G7``s@&`>c9;b^f)Ha;+3;yVU+w^)Brsc~P>N z^c;Gny~ILDoNZya1J@Kws4H8s2a&+NS+ zieE5lcY-+&%EnA?#~It{_3K;4Gn8&=7$o&NzYtvAT-~;ykP%>vwyiM647e?iUYuv} zt3Dl#0?ByzEZ-t$)4o3+Q1&;sZ$qc?1Yg>AO>SEg$MI%- zyS212-LuHi9lm=hQ7G(vGwWK5alIbk{J~GkG1U9}QxfKRCb+SAV|74Gj;G}~9XfmB zyy|hO?A_JSIa7s5(%Mh@^!~RnTUCwSkVv72@aLL{-GYAhYK*#1nc_CnN6aN2Y$yAJ z_=r8Qc_Y4Sv$F7=g|)CUpt+YHGr0akpcUMxMa4MvG*z5r<2A9&HOgYPbZr_NhFR{4 zD9&>Hh5S8f_ud_}VY(zSI5`0cBk>hZeM(z(HqtKAqtmGMtY;S+B#rLpA9b2~g!Xpi ztUoXuWb`$~Uln`F9dH4`z^#|Hzq$d$3?n@Ykh%QpGf=U)ffnLbRon8FQ;?(U-n7Fg zDekUy;pVB?5?RliSs^XJMDa609lroa6AVxb(}=07%ug@T?pHN4TymS1XOA z>^ij-xlW!-3k^odkjP{oz}_;L+8 z2`^F0TgEcT{{S$L{jX9xVz*Qjw=k()MQE;Bv%ePv2-qC=89$KkQd?SF&8j8+%RiGD zDwdKiHva&&ed(SYf?F*xUIYG;%jS^Bk?r{!)V8>LnAM%otc8LF9HAYLvGuNLLSFZ> zS}vqioM9-&uJ7(PCXpw%F-e09DH~5f4_f0IJC(d!3vgt)c?3~_e)AK7{xz$0s=;S& z#^zN;LxZ0G07~VLizS0vO-oHk#HgD?Oq;+YV>tE2ECw2Lo~zw8_R9?!cY7~0(zF}) z`!rVa$K_1`@??+uuDl=Cwm#mB#O@nMb6zI;{;w^}leVKcmS^1|MhaPvek)cDe^%3D zR+8dLN*|gT#^fOM`G>A}AlK4Hl+v<3da6>D(a?NE*0F__w?qrwW7~A@iYnsya zS?!{Gc%;B5BzNc1sB7AjYB!NPAxGQFo})a`X%l^{6P~&Js}$cg%x0{TIzJEG%$_Tm zk+J7nGQLj-p~?KKvHJ{HIQu|pM|CVh{zACF4dMJjaQ${hMt=}LrFZtyCvBb%)F72K>{XM)+C+)->9)SaM}zr}YK6yztxA(Us-8%h2@sZB+#QO&NGrrCeT!g-Q)`G+5Xt1;bM6S4>i#;r++EM*#yB0=pFlgB(eVzorAwpzr_bMT8xY2)49)0$y-j)L%gKLuvq|&J2Gqwy z9*R3xsIXM&yG)OaT`ntFO!r)qoC>Wy{KV}{5!0T-+PWi3Fx4Z|g(yeiMX4{67z8nGL5yVf z_o+NDqe-u8NhFJ#7#K9{dK_{PdXwMKRs>&Y)UP73wO!Ln+Yp}Kr27GqPoS=`d{?J< zV%ao(5o5cOFZH)Be|5b5=HTVe(BN=0TR~mwV~CrI;b0E6ru z2{CCE)w#QHT_Z<3DC4eA*0iqmJF9I$ks%QV%6U#+F(CdW z+&VV|{KM#bRSWoM`&uRc0NWvLpsGzFBVqfyS00?_AQ4JU%GWoQQg=I2h;+S+_TFpto5}5fv>o?hXPD zc8)Xi5C%JwQAwg)Txsp8oxm0@%v*(%lB!#xwlRU*0C(inhKTK%i&?DY8Yl^jN(lR( zzz?9y5zkBk=}n3kg6cSRt7eHJP?60Pk(n@my2`D%bN>L>sU?!`NWuwB&`1oi7}Wmg zlk-M+$iV|6(E3v>ZSFqavFYu1Ey>|h-H0UPoURT=Gtkm#Ia@aEv}?(jEKp+B*ux6R zHsz8y@$)}FFG1VWjMnXix$RFr z{{Y@c_gLgOzz-MM3q1acm#eUBs`sI1*STkSslogVsYJPc0| z2uhz)ofvfN4><<57smD)%yQ`-A&w=tn`!-HJ>+GH2@##?Wd)N(Q2vm*0suSCjPJB1r}dXGXoio$qmZCS6l=BtE- zO<|)uw7ijclrJLn?~0- zPZeCu+U}N)`B-BmK#1JqYv?}dj2N+ zNWmw)eJ%>4mL4sfIEX0B>b@On{{UvazOj{$mm;jFJs2Dx(2vT!5Z^|)ZNRT`JuAbs zd&aTVORAP*l>iP;J*#qW5^B1bZz^dZ$=Z)fU9P z1$Z3Gt}bfF%}R8~kv(V!wP$ozP2(r=y!yPMiMy-!WJ1}Gzg0!M(NMIoy6o0}@A zb6E?xm}M{pTlFyTAjdTleyFOZH?lpaMvD`F&Di;xQJ0Af0ebC@HW|?`VehbB6{AW! zFc?&M@0%kyO?|(jF$9XS6bKqP_dvE0en8`VBEG2_e$Jw}978azOGQm1*-`AwNhzED zl1-n(c+QP;hk7mHx0yBS#w@Svh#Q0D87Io^Cr<8wsR@CL;eju&azWoo23dudYMD9_clNLNxV6| z?o^2sR>CxI$Rfam17}*8b5L%rZ;@|a^!@2wdHA@#UDI0SyUB`AqP(tfGGK~OD7nX{ zTUgQ2KKv^6ZzHzYU&)dJg*!XiXc8404=z#Vg}Ontx>1caB~F|T zX}32V`KiCHRq!5h5Ij8jUhM|>-HFZQm>jN^T^7Cltc zg{sUHPV=HTnT}Fo;ZkAEeH_KCA3H2TueS^)i}56CaX^@?Xz?JRs!j;C2gVN7wdw+4 zQ*y&BFOM62Yr8QxleT%YFVte<@6tn^$pM$$##f{mK-Z+L6PDU(QQF4{KII@QktzVZIA~%rU94c_3KKOS7A>-++u$*Zb=s1th9_ zPF_*fki$zVepFSxIdBL^Rn;o5uL0g(814JSBcD^}z=#1_v>-?}1dG30E;(^vb2xeO zkA4$CUg6GWiwOs%B#4#vH-vW{(U);ywB7xl^T~NUE4~O~3v})q#dAtV1a8O2X<@HB z^o79$jU*GigLp@^hn(waPb+R8RC$REs}+dsB}a2k{En7q72%`tG8i5tW zGUf;hqgEU)V;G!z6pbfZ?>^~gR4{_`rB!O1n6x!!jQ88%TnVG?3pm(NbRl&TC8^A? zR|Fx&wGdTw)Ixwx3wwXziB3yOR^4#FP&C?gFw1X_i*#jUHk+qi_{wYDCGDc}+%#W) z8kwhpQ$e8rJT2_T-Zsj@k$?L03Q5{RWe$nfD9TuvvK|}+$E5L0-baT#zXstFa5IV` zXAU%T(c4U^3<$g>uL&Irl>_!3@f=>GytZ?+h9^#PiX-iAjO$o@PY6|hHe@Ar(EUlX zP*kmh`#~3~D(HGf-H}R=F}ovGwtj_lm(;}3T4M! zeKX5%BfCl+bJXm|zq)Z-AJ%#|>Cm*lj+T`mugMtlMb}*voG*GMF)Kim;Y8ncDPdqg z_VAS;uU2b5I#~;CQxK47woC>TYK>|0{goen>tGwLyC|>vC_k~@A?{05$FA6jz^}my zjcyeUT{`qBoa!*&MexzA!SQDFr6;&KMn8REuFwd?{0FKs&tNkHakgw02-5yQ?=T56 z4{y@KqoPo=3tRPd!-(ZRV?5-Su;HUjuL6KxglQ(QVpRCOnT|dDlXuT!8K5^EdirBM zaj+(5w>>i~4IYrAhI^Y4ivodT#V~)Ms*3u?)rd$tOu8*dQb(h2ZLmSx(SKu&yHIYd zNZa)*$viYpUgOH^k87-Ea~=f3_sb7II5cTyZ5+p2c~PCQCUp>H~N zvTt|K(COPC&OUeLrxyl>EN@+liO(UEHVbryZ>`J8x zrXPIAG%g8ddEJ9VS65V158Gs_joldwuKT+>(^NhHnWf#K9D>YQvI`}@8 z;h>Fej2xXDjP6F~-U&{?iW_t0rq;VQlz&xU{j8J|jId!SB~!eB~T$4Hb=@ zH0k7oMCg=^-JIyetpO)1@YhE0uZ_4i0f3FPv5~pHfUTP*U?@ES2P-`R3p2eo0i7V= z)Bu7x0=TmMd2>+*TW34KyZsUU&kmg;osxsTjicRf6&SkH2`bVF8M~Mp8Y_qj05~h@ z8#n?;6rCKL4W0f{lOq8$8!zwwsMO!Q|52)lxs{W#1D%K!Kxsn8hPFn=bW+APrcP!6 zRj|)Gw+`sx?yN7lv*)6igpjcDDKL!DG2^Lg*_bcD@8j7?})u%i0KDQ8Z-YK;eej4zjd z{R3f6G$y`G0pH}n$>QlDiCA$#BFhZJGSPD>!uBr;6KktR!#5;KU@ZC{Qs~$wT~Yd$ zz5yOl;>usdRYx{lxpJP!kT`s(68BN8WG;fQGsDEheNa!Z#;70y~&mM|yt(-5t+(SL14749~2Qp|S#^qLK8;7vw9r zSsgH^H#urMt3)2K9jf9hA2=e$1Z5th4@F{ta-4%7TvpH<8&RGvZR7rfK>u22=@for z=YXJ1ov0z~07Yt;QkP-4BLA=e!8Q^)-Co`+)Th{XlsukoB$d1+&rH1oq8(L&(cla( z(+(s(U%XF=kqK~-=TN{8vjkJ+%9jtygi=6#ASE#rn-^0haI8zX9*AZ@IP|{)A>;ec ztX3*3{UMQWgs5KntE@Dv*2+;LHkC5!-Zz=jAN*|~!WzXh+eA;l7nq{%0v3D|(W)I_ z`$L4)!U~v$KWu}B?AXLULDA{4_6{#XQs568DG=q;e!~oxCrA*ZOM?jgtONv#SnAij z_MK6gX|l~P(mD7v7in?;)D98}Z3HHaMzl;-wGVvSUs^=WqmlqF3<&tB7B23bpa`Q$ zc11FW@a(9$vjncqc>HlFz@b4zv;XbFl`8d(d1Y4N$9q|034BF-^QBIQhL=wpC|MD~ zfRIKB*{J#=J6649*gDeq0c2zn9L=&VblbNHxU}m}pCP!B5z86v};$8%-jD5v8kxd*>dU>E*V5J1kSI=;qGubQ6j65ha*3X=KOD(VUTR?UT zeVmRVQ~@qVXz_wx(`uBz3NCpnuh-G_M@QAH)tr7oa#ilGBkP}8;DVRJi4W#RiV7h) zFYXzE#^6vI3!I|wZbcMjd<2RL@W(<2n?RD~1D59sz#P!`WD8ZVl$bz6?pd<2DD%8^ zghG`cH2n#^D{mG3?bW_?!eLZd1lw7duJkfqei~w>=I9%;l*SUbyM*qU>HFF0cS|TqS15wYb8He^uZc}L34u2B^Qq%SX=S;?b<<)`58l1ZjXlG7 zMSkY}gv}%sj)!XU{N?_TbhyeYHL#J@u@E}f4xms2VZ}SVmIus(U!RDY5Z{$C=))X6 z@m5K1b+YDRmrr3?AnEv2(yYDCvE;Ti1B1-2Nl znnOCO)Rr5yFOREct5o~gFS190iQu9ES!a;i*|E)Gu0j&9=yx>R6pzmpXVv*+iWWyB zMzbmwJl2n6^OWNB>HVyMq>dr$-_ziaO}^n;a(nYQ;6?D~(DJQdvetx|pUgC{_KF+A zn4;Ka=toD}A+HW1Gv1fYm=%#@NK0H$o241?&RW&E0}UQ}r z31bEwd1C%x+lUz)MH84VJ^G4^*;x3L%ptQNr^!Uz6L+KMn9@UIy(iCCYWVgW0f8UD zRHZcS{{pXnL+U@!^8YHiL`nHl~!XuVOcb5WsNSgw%JIIp~@DEl{BhiJgDie^szL2JYSe^iAsvC4&)?X)cS z{WNva8WU-b(NH)pci++XlLwLn0g1B4WT-I%09sqA+;*3VAY{b zu8SY6s>0(rd3Zm4Sh94ZikK*I|Dn_QZ6oL1Wzgu>QzuFtP@qxw;B`;Z#bN);Y{eh2 zCVVym+WtjuQboT~*9(~h1ea<+iW0Is0KLSSnyX`|pe#P4T;KAxF|>(**S;A-g)3G2 zWH+RYOpiy2xt0vJ$e8N*SgEg)5-^DbbXVZn)6JjSz1;O2iP-;cZ;y1%JQT%uexC>eRLolIy;Yb_&gEt%prO`9{ zsGA2HVPspIdV5ZW__WOT8s$6_;d5kCQNosq&oV2h-M|pP7N!C&R-XueU#!@r+9!XR za{mOHQ-Oek__epm9~Lbvx1gUF$*1VNua%~0m)%|X0gV10i8mBs24j7Ho=!{a~iuF2|}%~c3p;!i!;V=54-C%OL53dJL1 zT^3(NSE?jwYEzf<(TZ6@{Vfqe&_@tq8tLx{wNxItLlod8Qo$QuRI5?*#W}>TIPYIf zxr=?zLBs(DnAH?kTYu^%?LrZcqNgE{4n6bk5lN*6ynapU9-SH&t~`IRvD21yNz2SbXRX9_$c}3W9_SVI0L)0&U8Zi>RA` zW$!AUDHqKh7349(!QM##oYhG3Rnw$aswva4cWcl+xHFe0y+^<4oFaVpDZ*SPHdHe6 z^O?I*kkgRFOl&EF9sH_BrlXi|OmDkSK;>f6trHeZhyJUgjH{(?Z)+%;R7t=-8CZb} zG)y)~!Ss8k*{KR;s;}@PVn{g}0X>y|9Hbh-uE#4 z@~D}(6)o#ELH<*W=0jSxMxBrDxfLIUsn1^+Ppao|(>;s)OM;c#>dIwH>vMUGqk(1b zge^maxdU1D#juuKyR*M?6(3eF0PHZBP8%aMWXCW`)#OopB%LAUu8wetB=I`;b$2U2 zT-DQaJI59cSy=K`sWPVwa-wr|DnjjT3LGSrFF$tn7+1Rc?{W(v@4-m(Hp7Rzs;`X}uF*L*@iI&8s>&X-wlx{JmPEgV?2JBVeYXpn3fs^SYL(f#?|L(JHoz+`vD3x7kq-W*L_pM<}Z#0x&;2kKPIv2165 z+y_X+BpAW}8l?Yt!v7%3|MwvM+eiN6%!&ZqXa=@F?lPSS8v)zj{xvHBE7R|O09^lD zLHTc|{@(=39RCHB|M31th5s8+W@lvlZ=kHMZi~%^=<_-E1bK|o(n%h{2*^Yj~r}0>(R}&T&VG_vX}t(1DRwd^Z{VH|VP_PbEmAg-y4wyd{0DB%(slrqw$TxfYH{l> zil|`^-9DcixzA3R4qw4_yd{VQisF>jXL7Cs%Dxk!&j{q2R~Gvf+zn$O-T7wlD39F9 zx1|U0cX*FvF83bX9`?;w8%|wEKbhkI{t7Tq|-*AHve8LLMRE!FhSoDp;z!F)r&uUZ1kebPFL})A1kQ5SkF^vHe$Y?M zWohpS2u-nv*EWamiga}Lr2W-Ia~}e}j*tsrgU*BWo3ws8Xw;+U z!C2FwH?t15{-Nhd|M;foCzsd`7kJW(cpuO!_NCLjf76qG;7zYqp|PFt_N&;7KO&Lw z4-?orh(IhYXXXGq1vmD1aRVo#`&cbM%U@)LKr-s>udYQGkb4lxBn@Gb4>XcXij8}5nu0pVTno#O&t#%i5${dR_%9& zD#&be$W^!_Duact9yLT>hWf&=cAC!&(za=nhW?!&gKtdK^NLrcrtWIfTtV6~_v<@M|Jw zc3^#tnR>QyXGyh)oyEcdSC?xet5r+p$8>Y8Yds5OOtlZnnuIJ0O|QLW;$um*al!={ zW*Hm3mtQpP(rV zMbv{I<7kr3`DiZB?By<=O^BlJjpHEzM~N{}r6^?#tjHV2b<5i?aphBef-}Jw=e?3h zT{=XO0v%K&b(=7_ke^Ye41J+PR`;ubqbML+Wln6&WRxru}vm$}?lN)krBxjHL})#8c!+ z=74r~NeuRJ?@`A(t##0fG<1b!0Jq?NiveWJl&N4cwnb`Q&dt}6@uV59R|&q4UhkeS zfek&jO`yj-4GHfEh2dnOqx~Ot9*~DyTSB;`&ID18wb>j>3}cr$9{fZEhmQ_Ur7hs# z2ng_^c#=ucV#<=IcFZ0P0o=?!OxiIB;JRO{Ixyqy^dF#wl4Gx{=VaDt5bof-Pgl#2 z8S~ScB;9Nh8Tu>@s_>wprJ`a9spDCG!f^V3hs2fh6GSdVG^~RL?PVcPs!uF8_cKwj zaeSK1=<@_N_5WG}uFaY!x!%@K_RJtsMCk|`b<$W2&-B=5wv0L)UTgDx#>G^3V)$hd zXSA2Y1~#~-K(0@>jd=#ttI{?85y{u6KvjYl!~CXOjw#SKM<#;$^yB;?2$8={a~O#MxUNxF@{!-evf|i;d+-bR>C_^!KPrN~D{UU8}t}_>ESGbN|9x`8~`357hoUtQEk*03!pyC;`0wPZtFKf3scw zSVVOH9^2)wX?(!)${#Ho?ZU{;&h+1G7tJx7HForM>`Oj77X@PB8)*wf z3_CnrDG*E}PH^x*Cpw&x?N+X4CYLXmA8%`8p@rr7!=<^xbkr54#K)J1$CvT>G85-) zi}-Z3Y`e=R2fIB(qLK8Y7&`*=lAQhDR3g`EVq)IkP}+ESIoh-Ioh=$SIb zyMo^zXRoGvqGN_7OOrA?31xG#JAK|`J_luG$D7jiCB2qui5EkSX&ofqcLoEFNBj zJB|r_lKdXgW?cye4eVOJC{J60C}{5n2tF^ zHJ9T&OW}kP6_B7Z3kx(XiD=NOT?b_p4%&})w4lqO4;;rz5TF<2t)YjK3Ob#-ndX*` zcJv07zV+D?mpOx7?|L?xwG#Wr>cCoFHD>VR+PO>f;^PD6HILDb_{;QQg6d%*Us-rF zgN~2@d#Ll6U+VyyFIa#LtOVy>u2L;nxB*!>E(M^gROf`CnSRMWpNy(cmpG;U^w|QE-fc19gG|5yQ*H;miAasr!NPgh`9p51}DCAR$KB zSscOx%k1pN?BpV4M)jyr+l|T94zw92dzINQmkXk)p~g%7V^1-7aS1&S8-s0rIi-Fw ztM)qR(S5Ekee&=I0fB`90T%PS&|i#VGUls)j4aE;hu3;nx141xu24RB3&AW`5HVt} zXIlb?sQbLqsEM_5D~qGR9 z2#y~h=7f$sB&OE8p$y0|ReoGgI|ugFgv5fHZd*?+DC&bF+)UPceVgF3P&Z`%DcZSs z!l(~Hm&u^5@Y?h3iX3=b4t+YM*fCmD2;}7m;SbOuhv1#EPhe>#WdS3A24N|=GQB&u z@^=Cp2{b7@Ss>G11F!bg9H8anSoULn@}G)eT8o7NxJqVckZ8~@a(Uv!O5|dtOV!y6 zrFkH9z-ja(8z7WuM#~`K*4hlHr?~+N0D@Erb<+}x?-3E+A91LI3CW5ri&Wm1v*Or2 z-nXlCRfA;t*PxR!I#$sbL;7Q=O_s6;E<#fTO&S_MOb?iK8YA^K1GFxti1J_u*IV$b zZ7q~cN?2WNH%KWHcNAoso=yjfQNMlyA2o>S5A0#ddA;8rA{P58;~I{XcyO<|14Yr} zz1;#j;_UO#(mZJI@~jY#;PGK2(1p11;Nuwu+Hcr)zq;mift89eK=wB`ddHYEYnMKFP8!H?3@L z29t8Mi5-eaIVfyJeE4H@Mw&R@fyY3jRp5(!i@8vImEX5=G(`DEbD^0^0-U@HE62QabtY7(ibXs&%SYM7NI0{IRkBZUqF7XA)o z5)0KJ(6jK^Tx}@iCMy2t(qm?acFe+h+~`QdeH_VUBFO5 zNSDDA;XB-U#tYU@ux^KfV=?=<9qYad3t{e6pR^~3t@%xG-}Z>V3v&u#I z6vkSOohWS>&T>waEHGQ7WRl3_9Vwe)wM9xs6G~~r)rM&c6aj-XC1?y&rpvBzEM$t% z9mY15+~Ji=G=^#Z?xZtJ87TvBmMQvNKX&+s^9;m_@kD8>*upk?XJYj-*MTJbY&4m3Dj{0Jn9@jxC0)dH^w;dZ1_7(l2o=g*tw zTnYux63Pg%VziJ;%034>N|F-va`Y;J_~Y#b?_Bp9a_rIr@%GcfD8~B<>ipa7p-*rF zuB_1_xCSJh+4B2KCzF=6(4}K6#A~;aEisu5D z?>ltf(-P#b_AZpoGL7Ia%-K(oSLZ(k!TLc~a(J}-vm}_5RHyY^OzGX(tVNsFCt>ZN z#6F*ok{{b>aCPU!G-)P1!{|0l;SR#3#A9uxkYI|Sbw7l3t8aBOb>E`lqKZ*cqi<5+ zrWPu-79&IR0+S~@YnO|J-sT+D#%AqE`c?{W!Md{_8AfN(c!V}TQck`k(Qht(dMNfb zbSa7LB3{8H5HvcdbsY8(^;%OU;BA> zYboTP7;kBW`k^)&MN*;1FYCdiYlU@I$?E)mWn)-1-UW{ z290q%$9W#c{mqmxPN=p#Mb11iUo#cx@lj1qa_M{q=pXoYvK~^y(IxLn@`Rx)?fJ4r z=X#nH$o9)w-V|#D0lMLACe#odMu_yKlrqzJ0C}s(TJJ&EB&Dw2S+-s_&T#Y0c|N8v zkOCiV3RYFIb)|;q3-~@k)On9ORkO2dHGKW{BK2B@gM{qxvs-ry$PYzu@`l2XzBCEJ z_*9isu!)bNlJtj77}ZB~O42i0hDTR|sx4UNCLc#}h~a0$C_FkP6`UL$8|I`(=hXWr zb2gvEP57W6<7*O266dd+)Mk(P196K@lrtG?A0Q^DU_}4I!TIfn{9}**ad7@4iiu7@ znoh>n!CK#n&QPC#o|cWBoss#!PDK8WSNbo5|KA5l{b!KVp8zIC1~!1R^jAF6-v`(M z2mT74`uhL};J}~hT)-smzl^W?w@>i?4h~cJcR5LaR!{%aN%|iH&;GTO#P&Zex+<^A ztbRrGZrSxs9nw}>^}Jg_79ave6jM?XDyJL>gp&Cdw8PBa`08!yB1jv|YViXE0rX;R zB8|gy1pZ*%NC}SXP#dTBfgPDZfiOr(f}PwEcmXnX(f-yMq1Zk#OGh1pZ!j+Cic)P? z!K?#~XCDMG}^u#j(JbdorgIIH7S%V%b`GEq=%zmSeAsCZEXX^rH zKX_Rt%Y3WK41Z5>OYJTe)l{Mg4CP~c)dtW>me>^KJUxcIC*EhLFmT0mW>HT;+?Y4S z!b?R&J1o(~Q>K&v8n@nb$!btfa37Gs8+J~-P9Cs3_@5*SC_kudBt>9!>P55JRc>(j z3XQ*`jM+?clZDeTRJ##5x`Z|pF49Tjui5vLYEiNZAEeSXa8=`&keWfz;%01>+(UNn zlcSQh=(436eVTzCtK6nMPX-FpVkE>ssO!of=8&C}#EbXZmk6EU4hA}ibA{9HS#=o( zlYW1Q`<3@T7Z2+svNmOfEKV~#^^PjYSqHvj!+kh@~C&XuKX3m7nrY}C0J~n|6B}BwUfPjI4fz|*|ppPw}Xkj;V6CfaIX&_1< zARtH}FkoaL5I_qU@B{+J0s{Nf1_F`*#{Q4C0xSL00)DFfPjF4f`o=eg@c8GfyG2d zK|saD!pFnK!oeXRp(P_Aq9(?{A!nnYre|PgX2vJu;9+Ovre$Jg{LKUy3JMAq1{MPj z4ug>phmi6A_T%F_5E3NtFAxO~U?QMTNWdUSz#juZ_yD=U0NVSlz`q~BpFlvtz#$-^ zpkV+6O^86BfI&b$fr5a6fdbS5><#D#0!0EtCS>3TN0HZuAhJhg^pDGfBo?UaMN^o* zBw;de2!Mh{|BQi&^@Ws-oPv^>g_Vt+gHupQSVUAzTtZPvSw&S%UBl4G*u>P#+``ex z*~Qh(-6Jq4I3)C2Sa^IwVp4KSYFc`JL19sGNoiSmeM4hYb4zPmdtd*+kHMkgk(K(1%d<$M#un;%r6h2Z;wL6=nsi15SLfi3q{PNaEWH%Fb$1P!o2n6>bGcrB>TT6 zSit`y$^JvI|CDP52o?kw@Zo_V0r3Id+#+jgyEj)0ev)CBeYITl!FNl?)#}c1;_l*? zL&NWS@wBrn!L?-$KRn zi;|e+c4V@dYPh;_**Qwbvr#J}Ohf7g<@!Cz=y6PEjyX$E#G0FV45s2&0e+H)QFPi5 z)1%Ld8Y@3+-EC&R4bB5!LY{RTt+d+TaU?2f$LLa)ooW?X)}==UwY$W*Ge=xkS`Y8A z1e=zMJCKHK>OE!@{pKdcz6Kxz&X(^fimWT)PK06`Bn%ofxo z>BpWfr;Osb3*7^9uRn^H_TF%Hq?Yi=RgirJ z^FPz@uqlsn(u-qdMXaE*QCVXI;&I?wWW!oM^5{*~7N{qAA&xBL$2fdR;j$COJcpBX zwYCM~GlCdyO&o`T8x_sHCobv1YpheEScppJKIJ7<((S1GRZ-Lji#TdA99An)WAg@1 z6@S@W$55ZnwGbvGrUMR(xh%rJ29fvbZ7DLQa#N_p7I_`(m}vaeVMvU&J=ZG|VctBc zlO?LbJ-qKFeEIx*e=p5%Bm6c{LR+6hF?`mzTLa?9Uj6B&{{h{x(I$TI<-Wc4DKSEiKYJ*$Sqi863sv>&)irEX0ud zORi+AJiV2N^f}D6b^5(>uhv69d3rh-bZ#vuL=FLY{j#$>>VNTrU4>d|^))1soi})I zJ%!+ZyQ@5jBISB1t;VwAmJE@?iRA?1MCfa1Ixi_e zkU|=+PWEKeEM}m>BnFheiBUkXKc@;sg1~g7Nju+5oltvWJ)Q1-448ePlgm)nn@Iw0 z)x$!B1Tn{5{gwMrT_dqT*mVsFSYgv2FuDc?WQ^yia1^S-PH75D8oHq8eYh>ZPtF!W z-yji&*oE!{KDw(c;wtng6B+M0N@t`8LW=(mPubflX1#KKHDD*icsc~+810KyR%O8{ z8@h>doMH|lc|+69Cg#9Jet=mS^~t?cciR$BB1Qua9!hX!xrff-O?elWp3`4Lp@iaO z>bj17m|TM^yTKC2rFICqjZ0LAaruA@%?8tzS0K}4J9nw_dpw&*G;b3%zfdmvEF7g6+t0nJr%KeVtgh$IwCQ&1eAw(9SHuqRMn&fG?isBEl7dRI*xS z6A!DsWu*p_JMzw696gN4d%3URxUd>Wl{EbwPv)#JMWJa5W8jc|dQGYBmrTvH(WgjM z`bo5`g2#UG1zPlp*C;AwK4Q(aOk%bdn%PUfDl3bH7}Nk1{PStg=DCUW!`izt zrFhY-6Slg?K(!Pp2Jsg^HmRSGF=QA1(LFQmin(D`RYDJ-fW*0J^&tL({EEGs_@h-T zYP~SSfb@!D{STE8zwUYGomRz383WjfUq5{S_+;{E~VpdZuG@*)Zf zyjo?~vPkF79OaP0lhqk-x%#?oBAKmb1pkghxUp-m31|U=!9dbClOmm;9snPBaL z>m`~0i%)EbXWW0M zf6MWTsJyy#iafd~`k4YmM7@wwT`Z%HEU?M35&t1duC*!H%KEiUMP&&dNurcw#|6PK zaME|MYsq0Y`rCDp{DjwxM;$XvVEM5|z6g{pJsMdVP+a;#%GXR_Dl*K2=%j@FrLjT_ z((Ppsl!P|f=K&r@Pp9et$+rqp8si(ubJZJ;XFT_6Zow{-&C{6tUc)akLHd?iA3%Of zzI`0H)tfrgD=3rv4=Eo&xcZ8Z2`cr|%<6!2br$~L=3pCo^dPF-Q$m~G9Q*B$)BS2+ z9Hb1*5g9%)GJ@c^0Fud>9;<2$Mc7su&y}bd#XEu@63&PHvx` zNN8hojGL--EtD`yzqH<5m%bw%WxrW)Nh%UOx$GK6YsDOBsCpnZx4CH@==XAbe=VC5 zroN`hPWzn3aJ(~nvgA2GIyb+U&ym6+u0j6mvO8p~8he~+z@SfUGMPpb-bl&;*8zBv z47YVi;%)?)O!fM8I&M(X$kP;1PvAO>tFLag+L(%EWVa575Rf>pXGi-Yw7M`%IBO>b zmpCqi#1rMUVyGfbu}m?Z?t(`&D3S2zFbfy1pj>d}>wu<$=om@i`5Rvi3s_3%`{+yh z4mA5GmKCZhOJy>G8d-?|v7KNxtC4r*ah1qlU94JE=A+SEa+etvEpr>7Ir*k)D9os*Lm7;? zDR49hU#f2870jCy1`LOVSNVp6a{eH$zk8~K_$kJPC_Sg+iLi!=T#FI4^eR>0v%R(lMg!O;m}^X$>=p3v^P>6X!w)jC4sF_dDYZ3L{nQVj zF*3dv3cf1k*~T7NX;XsE1zIZ`rl5H8*E!<1q6zbr(BLo4E%Ey++mp(*nCs3acEbz{ zVv|(r2K3W4(tX0S~nZ94I=DKIY+`cj`|Ldk2az()RncB4$b z&^MN>QP4bhTy2oG5dFXawCKPT7(c<3Bf}(r^vrXgLS1Fft!XlNt3uH+_cl9eahSi% zK)AS%dljj4wNeedgL7$_jjHK2Ws*IcPcz%8M z+v=p~D9qB4eBuyilz8@zRpH>}M7HHZVuNAFmS}!HozR(vD&y?IgNeojFqv(JH!7d= z(F?KIerLQFm6v#Oz^#cnvZG~yd<8?q7m)!~hn9;$J1X2$uA&+2qlr}{fMmE{!nRfF z+^}9<0(eH>K7bHU`&XY-4V~?Ai!)e$27v}+F6G$xPA+tEFps^VC^V&yo*0ij)dz*h zM>|FjHeYyYR=Y*?f7Wn33ZThDw`^V7de=`Hl1hjf%`A5yO+6~2s6Zo_vZ2L^WnAk> zcsnn-D_^*IZ@$(*@)a`FlUhI5Rz_4Bc zH$wy}J@}IPz_KNnrW}#jo};LW>7fv=4SRU!&dOh|k!)TmfQi)3Et8A(3=-?OTv3>z zA~}x7ahA1fNudgRV44AAL}9ykhj%w=zQ7>J?Q%w-?Jp+=wZi6ABz`fjJ(E2o+oS%a zBU(ANeFXn!#oo1xHAlaZDF_CEY91M8h1ydnt-3ak{JgnGx;Rze;q-8{Ap}9i*|E|C z-mA)SQYJh|H6xh&_#D1b2$z|RSM4}V89}VW@}_Cr(#xW3zGZxKAYq$Zep{4i@<_-N z!kP(4blPjhz`)+z>V2GxXqg};WlXYW7DI?F&45q=QokXWY&D#FcgyARTXk_~v|wpt zs8gic5bOB?PT(Wfsg*NdWB2g+dTKSV5pmAY>Mcuc3xEFG`-1!j5Dll{Wl=x{4)aPx zgZFc~YT<4ZuWyP#GIp>ZRn&NGvUV$PBwx_nxIRsz)FaT~FK%j?!$CJn50@H?g;zf7 zvH`U-busqD=<87ME&-iA_B4XL=Q{-b~`1QLt8p(DTHVdB9FZrlDArZ z-A@pK(ev|WK17}w!L!a0egn19Gy5`tRFSQ}PMbv#4DYJSXAh#<)Adiw3CdSs|#uqXo%XOgk_&HNY$u8stF6=2t z%aPclhugzP`A8Bu6E75JbGr*#&R&(*7e#eNW+z=h2?s0Yrw-H*aUKqqo@(4$ zO713_on2~J?CX~^Y@@z1-AVluW82m`a^;ub3Xz_!5xqJ+;8V$Jibbf}=BjpY*0HFG zqUu7mcJQa>(3_`zV1`q%H>14tMq>bK?V&Vx$?7{uK>d;_q$?;)LEMmL2+Id?Xm-pV zK=hSpGdE`$KR(q>7ym>t0WXVNCdDWr6i>S}G}`HteJ87X1w1XVY#!v@VdlPz^OgmP zt;qMwDqz3~2fAI(89%N!)eu#GG;4Xpt=h26vOQ=byaEN15GNkVM_G>N`JH95sIj3i zs>cL={ySGz>!wQA>{Au#zG)(piGmxWX)8AD0-Sf+0 z!Ox`Sn;1dVBgUsQOl-Hc?>NDeHk>&Y$4)t+Eh!Z^31rLq+@WbdGB(2%p6?Yn|1{hZLg04e;^82*`^W- zanIgLa%rs2(~$D;|8-SJXkc}jwws>kUHX<|n&qTwPm-jV>4T=Qqml6fwilpw&`E6= zGl31vV?UX{`{uFek3&r*xo)j>i=D*o$gomf0oN$(XRZ~Kq~v{?=}nKIF&ZexYFWC` zK^{xr(z5a+k(C!v^Bbh~1&C{brut>y*oaZwq43lAAi^QU>_$#m2IdSEI~@}G3c^~4 z4L;jdG6=*z2*3=KxTkN`aB|Xo;QlE>tE@^pT>YG>sEzy8J;EFcz1hO&>U_edjoN!j zv6D64BH5Lcc`U5mG+V^H<-RsVNWdjYe)LSOpPakqtF&~kpnbkpZ8Tld;4+#F)8X>n zL)8_NOoF6i0c~lXvRDVNKet6a=dKtBf!-TW#q2G1oa5GuIn)?rGcSUO4#IT}OZ;0w zAfhG`IiFiM$lXgnk1zaOJ6RZuEzHqpvQvEPaLs_;^;F2zXn@zitY@^vHcnOGHPO;s zTwOWK<%@oT-i{YPE1R4w*o@)7FLH4UQpOkTR-NbWShm)j2D~~PT z_O!wMqctAFMHv@@C5JYdI4fy2$N-Av=vC)x+mZY*avBr^=RHv+`Go(w+}Hd3C@^!} ztX~1il3`>sw!A-xXz!!t)DbW@uSI3;CG|@zKAW36+bKuNQ$+TydPMIWTAXcE_bt4e zY0<}Jlc%}@Sx+7$s5E8-d!uidMQdOreZ2>=*X0WxP`;;R^tj_ut6OCYNVc1tu?PyQN?gR5 z3-jB#kfpI^Pk32PW$R_Z3RA=@Yh&V8tc2v5KM?P1(SpFjq3EJksr?3mrsM45mN zyF2ToY3km7zdJukl+DDgGGX`yo=A;Pg%J#8j4C6?^T5so>K~U)g`-FWwqbTu_wrl9CylI*EF6*H) zC>iSwE!zJ9sz6o0@#sc*{#8=)>c$WFm>YPdxMvG@_ErZcw7hUs^Og1E70q2<3yFos zm1gj~{lGqJ5!FJDnB$sNs6x84UX19WiIqLJJx)1K&aVq9lhuz=$3xc`r)cv!YIE4m zc1I%@hXaBSJXKvH_FKIU8EzE4`2F0OP@s@-2p{B{*D;4ge5jHl2yLe$>0daiJT+%^ z;A;2GruWIp7 z4dL7NAbhsQPJOu_%De|yyOplqGbZH@#AJQdZbT=098AG!?j6`iaft5n@CK~{c zP6mHYnD3hO-wNuV+Wr}hW-Mm4V+$~CtS~a9AEE2*UO?9-;6R{q7ae-z+v{ETgpznI zLFvXDRV+L?~9 z@k}DSjxB(KU{HtG0P=hK&{R)!*ijQkzbXd}xPLm%v$%vMMdPHhc1at$Qbjbn6WxOSPP= zPj*u>PB2K_*S`P`KMM1GQa6G`QsLQoBN*q?-lx+%MSp7_k!Z@oOfQxbap$lf&{tZU ziO-G8At-xFS{|)E{j@PjIh2HE3LKx59)MCscXQ@9mXW$fxpEH&+w1kNJ5KQ#j_TV? z)~(Df8g7y@pDP{;V17Blu9DvBS>2?Fh$9&&iaYwBT8Y%N-0^;{(%9FI{x_Jy&J2vZ zl~Ck?>qOsSzJ+b(RJe=LxxpPihPmBS#Fm;}x=zuE?vUa3C*DqTkEaH??MK8~-IUWL z&@H5Q8=MD^k}=24(4IjjwrR$-mG>&13Uy?nv@kqf;j1yLPiY{Acmdpps~|nSMk>aG zXQ=7+GC^m3aBWZxsdFcq7w8*+DvC^JxeUZ`e(>+=N$*=g$7am8t>#(J5m#NmczrtN zqNJOR&!JcvczSzYUSV~8sljZfC$SR9+28hk9R8Jl#zT=k)#UdQ0h027f-&D} zC;@o-pL)o!jUPycVUy=Fn`X1> zGMi}ggSAO_IO&XiIIVKa_MA#TcFImb!5^J@X1%Ct7rL{{cMqFuBW!{>6JoH*+5sE} z?bkf>#d+C&9pWlCEf(zS#9|dF-7Q$#?PBX$kL_%N9X>Y%2~`ex`@=o@ansW#v^1I4 z-%D*mS!0OI?-j6^gXS`VS+mmvyBu@C#WuqK08G?XY*Ng@6kx2gO1O?S0|))@?t{-b zs{SI90M_>&b+mSI$K+bZ95Te2I0OKGW7M1xoaVlUG~;h(m5&;wSxw$WXfHn9GF#qR z6KtvF`JsZ8Jx?R=XQAnyr#000W5a2x>DMz#Bv)w!YyQeFWgdt5S1%o-18sR4N4oA0 zo66j%7j_kb9-g0vrFxHqVldjSU3w7U9^mjt*ENPBR%$3zl6sOK4?zq~TBE;rMU8VUzIN;XZ{+QQy@x}(-=NZpI-la{3Ni9OCj@#v6r>Xw{>wj9y z4C+&6721G zo9chatVt1B3kQBT&`#Q51@oMF~^LP!H#d*OEMa?v>B$jjV2sW z28QV4%1)*iu!HP69!B!4RzHe-M}=C>^5d15TP-c7lQi5OA{&lu;5&ZV4nG^XD% z>Run#wV$v@=U&Y#ANlKsKbaNN!GC)q{_=PC3IhJ1R~O+)yz3yZ^2mf_8tkHsU~T)u zn*946QgEu`osW4&JgY)=w=Be-Pr1oIjW5{Dhi=e7?TWE$5mxJi>FZO>QC&g+HuWR; zjdN0he*0uOwCs$F-7*=XcxH`WHv7oKisQ8p2{oiwdWM^PA&%S@cxMHJ06P)*aBI=7 zT09vXgpV0)^d6`3t`AhznoSO3NZWKvw;#c~C-fEHmQ<-ut4Zi`;;lGqxg>f%+*a_;L+)7R~B*(Av}OtIRK-dv<|4`Qv1ucdT2 zMQLrxgxp=xvElC#*y_lu9Ea_ACTnSi(mP}v9P#|?eksWtXN$`jKkEns{{XH(3i4;v znQxX|A`dB?iBzD=zdRNn!aI@q*Py|u%cyC#vc62xf#!ms0K={T`gX4uFu^KqN;@;x z!(u(IlHAbIbs`o`I%0g-&&jxB<;f!ziQ@}x<~d~}5~D!b?cGgmh=GzBfdWX_aukE< zf@+_P5k`?Dgbc>$M?Fb6{antGEsyu;7 z#HV;}7<8)lw-U4Lc{glbgr7io6&IS<6QK#uA1-rWQjz8)&sozo0jubCmxbhxVwf)* zZDn!8VEsoz4LaKEP;03nl6WUxh|}7HfA|p%kJ7NbF0w^w98wU<$9dfN2Rxsr{{ULL z22_$srgiedkC_8*`F+0%<*zu}?H>Lc1gOWFrsHl#tu>UvZp>@y!2GTedQ+wo%&Kx{2OqX^8GY;AgnTI#q2$FkI(wlVIpZ277`k zX-i9`W2frW>&I1QdUl&mnsz)&*f~<2 zo~HblcRLJ=8Z;>TT!Z@kJ!xXRj#rxB%-I>wrp2mSX`xc`SGS1mMYw-A9+=!eN}BHTQiMes zO=%p2<((~ek`Hn7V?SE2c*|>PdvA96jpE%OA9g{?k?F~)VO2J;+y>o@6;MFSckA2U zxaBCuc4+h*DY<()S$P)?;@DW+U))PH?-WfV$uJv^2LJ#tqd4GxwdGRYJ=F3~Jg(D7 z#Iesg&VR4zUEhd9Tw6~RY9d(|1y)_y&pe;QHRjCE4a&2DxPhFUZsNTNG}V#eW3ZB- z)Vecb%VVUAlzE;)h^4wEroE5h`j71UhsZ1?Nb~Ep0sf}Avl+NicI*0_l%aX6n|kcV#>HZ`Kj{;2h%!$; zn5tm;Hp>FVxxBEBs5v+TJazT0dC?90lRnZ=1zpNc+;hcIGRF(eCCcJB)HrqTj^E?k zwS2B3uRUHwv`4W`B?A{&)~xi)VJ-8RotNc_6tl?PdEkFK;;!`zyYQFSKe>RCBU7|8 zV8>#orwhghUiGVGccp5iEVi#5q9`&vqiB9k z6-Q0XK*2q;>0b694H_{|c6m6ARHvfYWLE~?!|N-^iE(;`p^1pj(ZOuw;AbFnlT@R* z{?T_Ab|Y@z-OHQ;K;cT`k)P{Ew=%8Q+b5RHZ$(JZA2Kxx4iI1-1~KpTH7r(74f3k0 zskqqgz>uog&j9qu=C+biS4Sr7>2wbdCZ(lEb1$2^X}3P}mMR7S&tb)MPopBP5diIq ze}>1EWPt4oRAmS7o_|W-#4Y!*57xP3Pui=usk~>%^f-H+AgS7e>c8VvgNT+$WXM*= z^*zV2;2Neo};iojdISE;WUwQtIV}B-$}dz302vpfR#xk zmxky60Ii>Tr5A=Sbsg8bhM=BMnWHd3yzUKylhA&()2!(6yqF6dTrNGjpU$wXH5ne; zP=N@+mPsQ%{Qm$^U9P=FO~o?`5l&Y$M}~BT0DXotjxuC4R-705T=wzI_s}Cqfr_+% z6(nZ{iuwL*Z+3eZr{r;jn5=EB$>KCzkM@bJKMGDoo7=l|E{C7?h#$(ar8tTdCnsnm z`s4oq*HUR1(3`kx^0~iCEV7s=qNiHWT1`p4? z-~xRQdh?$dc;eGlX3}h~klS&*s3oR3=nr9@-Ax|OQ=50YHFD~6Hu{y`qpDqAxcfia zC6%L%kIDc5D97d2w3^X%38HJYkI&h%NtsShLJ8*pjAxAXtTcqYD8NYq$Z~zS86{mxF#0x0k{f&FX5%qa6zbJ=%2ye&w3B)XJ*ad0B=j-Y|C&k%@xSb>kr zHQ+bVT+ck$KVzID=L}hjEHD8<|c?Jx?EqHP?8H!Fo=vOy6e^ zT=tS5mv{Tap{^27J4w51Ig18DNc1DNE8U}+Q^rL&XxBs6$*6l7%}ZvE@*PIS&~Jn+ zs=EY{u^bNIbj?w@*KOe}R6Nrt${Ca$r`EW&)Ftx5`OLp5&UqZwX)fK19=Yx~;<}cu z=b-6Ri`3h?)ePvbX$M*B>%nn)o_t80yuNgQEJh{Fm_JA$~ai!De5ZgG{! z=dE#K=HpcJsZr;kl0!UAFU+ry3E&bt*D2!P5?$)j*`?cmtBus{9580ieXsx@g>>KA z3H`fkB&Z%6aP!K9XL5xg55%ype^tHy*wo;-yS9Y+MYhEnVlcS-xE-_W*YK@yuJl`G z(T}slLrsy3X>!6r=NT1thl~~5ydM7mO5CvV3cOn`lscjP+b#<)`TmuYa|D`}ks-E8 zWR}hZArzOu&Kn<5&ONK2isgc5e(l(1=i0W4Jvvy3Vj+1W)ML~vWQh6xY~cOS?SQAY zF<4sN&)bWbRHx5P6Oq)8-_oK@rJ>V@p$JQv zGb3G*CX!f4DnJq@J^t|hD8@w^A18~$Iai$DR?j^6Rd!?4E-j{3 ziH*80$6ch9Jn{53=^B%W<}TRS$&B|Vlz}NSd10DA<16<8>&-0d9oz;dc2Wn*>)6+Y zh{kd8E)jaRtYJV1v}$RmJot@QpyR*IQ12k zdt+^M{{U>-mjY)Jd2FrnfOl=<=Ee!8-Rk;|p%v5IZHcuh3}se4sD8@X=PEeckbCpe zrFgC^tgMpgMAr_#>2fr@M%_RlcOCFQO73n^SH7p6rS&M^%X0CQX;;cJB0`IhcHR)V9VPTl$j$V?kdBGo{r7CVz?6)c}m7cfai#v&}q*w-6=jQ_i3Wvg$6Y1JxdCtKZ z%avv%DL$F$(y!@$BhoxUX0lscM%fu?%MI!4$A7|^b2psu!LiaZH$njAkEtKhx#`|F zT@58WM4_x-Neq$;Bj(+@e58ylW7O6yscS7C4D4O-S&viBNk39+eqA;G$1^kGP#2ZR z<;d+^$A~8KZ9xMojiirWw3H>)SjJ4{^vT>0v;*_Bl1M&*w&U^@sibR?=zb-+MlAMs zUpp>(AMX!*a7AO-zRMdo$IQ`=J$DjM^P=w`+9(+OxgkwDw4*g8C8IhaQN?I`1+~Ss z)Jr^0vPQ##wJXbkv>f8NzX`jDZ=q5Ih)|4o$m{x5)zM>fz5GR=ZDR$s;omr(NA##pS}ejWzf@jjDPj< zjMf#lmw9b>1g0h-95RjLk~tOC+Uau33r**M!A{jdj1$+NQ~ZrZMw+qFMuhpcFIe4J zTVMGwIVbpmDoAepuLip7X_iC`q;fbSyrtuk(&1eO(v9iI(z>fF`C=jAVS~sAn)%Fr zQn3%74$So3Ut*MHsyo=^V5^?uoc>k=blP%Qp0&&-w{jyaQYG8efPco5Qo52)4cuH# zakv1Wan$jO@hW9i=}OXTQz_!!2TM%Tnm_#pSo3sd;8a~LWF74QAZ5wxjVCK!&gmlp+_4K zcgDOouO_s#Y38?$Z7!JkD<`opXprJgytbc8&B??gM9%ayL&qyIvJ%+tef^o zgnMvnX~Ipl6OnIbYF@_Ix_r^WAy#B6T0fNZ>&6JI4-DzoR{EIV5EI@xbgoD($uL zxoIGZ@x*c>#pS+n11a0)2FC!Bpnw56tb1wF>f$g$JT9ZmedS7EU}SN|Pv!Kg@wNS< z+}Oqw^7yO}>DOZzH2EgAIoOkFpaBx1PvgY(J!`S-0q z2VQwT9)+ab8YyIX9lZ%W;~a2vSl5xusljQj=M!!FJ<5 zY;UGP6w@lKVqB zbg^hYSUkx(VMio|2zwKmeTJQfclYb0;O=3YqPbf`2Od9i(|9A(@Kj z2P1>{8sl~U00!xo@(Y+_7S}mBF$^nzyg$OdY%YBX%a*KcWAzr@;>-;=?2t&omNLOq zgVP*;`s<}#Ld~Nx1oEaJW#VjbIN*L2!u_IKMwZ@C!f3(V4{xO)zLRD=!Tq85xngppp5%T<71G`6!twO$&$Gh>i@phj zC=pq>Wo!>n58^5+-`Kkx6PL8F88x~(#<(A4&MS)7XK1e?l?tl^mB`OI=~}XC7`DJ~ z;>TLdwbbFa)g-%~2<{@cw{l}~m1kqM0sKing>q1nl}L(I`Dw|sn(;S?u63PJXT5$_ zBwPXg-v0oZC-JKG*G4x!aVqhS6s|G#6>9$D`$q2K?&>6Yj4Y=Kgaq^;4wwTKQ&Ear zyBmx6mRIs*j5A=6s8r-Jb_as)a_i7H?>QHJhD$3aG$ugnn9nuh{p%;uUz>kd^3FN329&vpa*W(1aZjhbBgLNV_T?zc^)YTD(W*_ zPl+1EWVq9yxB@{UHOe+}N$In&A&4g))t(lbsZ~^3tK8P5NWzm(b1zM@x1Yl@THOHV zXxc&Y_c+H+LC+j>*0dy6(d@14?k*ZOwmYPB2lwm{0}&&Ts9AD3$Of|Xn`X7S8nn@u zT|OPrLIX2NDFbR_(^uX0YBimf@Qu83Ed)^dA14QiE<K5{{Yuoek8as+ekq9S$O;_BGBy?>$f?L7axT# zOQF)0wJFbGC)y;(O~)Ud6>0Z*jfd`NseuurA|rub-;@fF{4OE4dm zUe;MmkSd)1;d%8v>Yj!Tzlr@;M<5?xm;6O#bhI&(x;v2XX?R{DRGy#D2D9~F5nbD> zd2uA6LGvMDks|*9Lt17Bxru~$4UQQ4ip`r#XJIfbBvFE=^5UzVrOLg3;0g?q7;Su4 z;pg7dZ9rZ;V|IUpdw_VZcR~1Pcd6d4p>$TsBfwNKs_9Or2hb9*%=*K z*X=>$3OU%r<{!?wC@v+A!KB#5k;owOK!b}y)k~*sZ2(Gr%#OZf>ZIe5TU;+GJO6cUbNnvG>br>SD zQmHi5bY5n*OLTaJ#jX5*EO&P>sgUFa7--M%4(rhVbZ8RYT12-uLEwY#q!OtL<9F~3 zeeODU^sf8GS`C!3q=I*X;a~Ss7C2*!Z70&WG_{g)`jqBpmK5eCZITHA!j&heDteFZ z)2BXYxX8|Mv(U4sSTjpBAcvVjXyd?A*-*m(_Ub_744Un9$)uXnGb^(;& z`zhO9NTHI_Cc3ndn%qp|bf~8d86yN>oR9WN^sSu^WP?tI1Xe>CWoX%sQMVka&s-Yw z^Ez_&7V|wExpPg#=%u!|oMKfDGBOFrPC@*|K3DRh!F|USo^LqkBC5%BdE+0Acu7sJ zR(kQnw#zpY@IgJRiScHhxAw~-m5z9bDCed-gWnasJ<;0OJ!=n8oXCv5csygKeQVOd zLR9K0BhaTt(Ksl~izk;L!;T2ZBlD~Fx@+I+HullFuJe~+$c+HYH{bSQ6&zNU@nxj{09MKS&D^5n)A2a2XTzH9o{6Mf+f6Zo=H}uiXOc2jIDj7^ z?YokH9M@T6bECyPay`YR%(Gnp@xRPaAUi&p;}wkQCd{Q%*ulGNb2i#d4n0xrDM%k0wA&1d+9v9!3}rdsJ6?M!BPEKVdL6z+s5wjAdMU{{XYc^{h*FQ{oLz?Jy;j zmt;rfJb6PLg#4v&HXph{>7T81mYQy%u0f~E6xk5L_8DBZ(&ia<^Xhi6KZO&c3CEUQ z4B=XI-#U6f%&~K29*JUXwHug|RJ~=EcHR|j;9QZGJaT#W#ZLrUbhdx!HxXQJA3U%= zanD@)dsYvK^*FT)eOl&O(8YBlvPHAzD-jBrbN5gXTil#h=7RQC+8&)@tXW%F%(6`r zyz9wA3Emjv)MbxTN_3*tmdG7h)Ayyj-}>?|*j!s_63;7x5i&)a)XrQ@&-@?EH8=h40*@rmx=aXGzo+Hxq`)Mp?ycZE%T1gp>H7x8fRa+ys zsQ&;8;1Vf`mdxAA`@nX(83BO%t_P!W?^jL=DC?*EMyh5Id^4uK z#p+#Ll-PrEL=JL$6aE#GC7g*a7?J_+T_%M7Ts!z1iO=VX=f_W$gXP_uVe3k@PF{zh zSy(P3Sap$^*n*;~W2wzHB z7%ChSoN#M3FLsP)pGrxuK0T z-JUf#I}(&tT!&vG>4n1PXPctD9(BI zCbRK3i7lRKeAsRi471NDC<784sK;y*$6Si~=tD&0&jz!+nVn%4qrHrhT-vamyy$$P znM#p@NgZ>Zb6p*ug>E%_DAHN(W7y=G1YwH(Gr=VFHDkj%WLmBATxt_aQ5}}r-Lshh z92OmbADOREv#^2{1~7MR#!1a7PIIYfbS5!LU7Qt{!aW)_&)aoL82rS^BAg!o0K-(g zMevN=*?*vF1*D9V8cc&Z$4$ck^zJ_z?=`(#X)*46g~m{hjqOH_s~uk5U03&KsWjDU zihADt%5he?=l&1y!fEkMe|c{;y~VLB99Y7TF}wZ*PJf*>JXdhqgpokFg0 zfa8EYtGJkbys8-7=gpB>k6swAD~X50Pi%{AGm*6KatBsCoK~t*e)n@5BVJubd)swc z4%IzTPxGt~7Y{2#2nGqk>D=|L`)e5onJ+$GHmZ}z;^D-_%!ophE~wj*8JdWhEdBN-%(kJNYkE0^%%nC856Bh6J% zQ$3G=rF1iqb7Q$i8BW#*whwybr%}?Xq`Cr@wk7edji%UWl4=$XBYdnvG;P6)9DW|Z zg?Zkc1Ia3b+~ez8z9^L;7FPV`R(UWF184w$GtE}gE&l*=*GzG<+P;=eN!=dK3Mw@D zi`s!(c;bx+89}%Kio>~(M1Zf}Z@N7y#-TgQIWlE4&pm~6m)e(-yY?1#Y$E>vc=~+@ zT2{Nz>73MKsjZ}0{kvMRu##P}T}V_B*a4D9<&JC8wYz!Y(#5`?EKod779%q5MFSsu z+lt`+7>lTNi0-Z|(OT|*EA1`|O5hGuc2v$fa!(xruSD^L7Sic*T3tMG#c<&ZN^k)^ zIrY!48LFK=Q^~DS%4+8o;^^(L#EXE+52*&Q{5cMr9O3czmwc?2y z+eCOQZB*`f;fThO{{Xzb$vpB+bSCUaENyeY(#E27E0(=BN%8?47P%`B_hW)d`U>Uz zWv4}9tJ{d%V7)^ksqEt$fco{V{{RT-k!d$K7EgH<-P4WJNSNQAgCKMtUVUjkB*P`e zlvXiXLv-d7Dy)EltPcekavL27L(O9tb4iL5ahkEk+BqxbIp?vhdlw#hMsgL72=}fs z!v04q48gq6xf{78e~oY2&dg(Qeq+}isWj6)T60ob7WIo_w+v8&xa8n)Yg@p2ZMLgD z%r}yiTXhnJ&NqT_*VyCps@FSZR=XHnuUKmPg$qE9YvCfP0$7*T_pqBHR0=eo60v#agvRj%i)Cghd2^ zD?eO+J4uz~J0n&MxjdTiv6VfoX8uQrKOTaG4=87ezEp2Smi zRk!g6ht0%(e78{{@`{m%Y-gWPN99@fc8_%@nh8~Zm5_QKD_cj?+e)#wNdr3rB!4e; z>a^Tl?r7TG9M*;K^5X7xzqyy}irMnx36@np-824iTl4%i(w;IN>iZ|FD*%4IE2KA) zTj|kFg5NIJ$;rs$nxUq6glZQ)N@vX7jez#`sGUi-=2}-*IY;n%=>^`};_g_LO0SxM znST%lN46^p;v2Mxub((YMh_0a%PHi6{{YtdabC?Wta8VR0mohrD~a(wk8K+Zn|WRv zqy?2rW6Z~F`qJl|W}Jb=HFR^DESDD0C)(s_{NSU>lpKMM8ArByW2dD)Yd4PIg&@xq zi^7QpTQ0M@MAsm9g^ zub?$u?oJO1J+sYc&pF$Gc=nHAELO6tj$Zmkzy< zagV7a0r=OV4NAvR(Gm+=W`;P)hstCl%Vfs{jysR7d8m$CYi3`wO)!{*B}p4d|TSn5`TErw-TQHI`&Uoq2 zcdEK*(ynKlP5X2bLwtfbE+TNt6yW7E+z#K5yN|u?qL0tcIY~H z&2l!y z+6s@9_Re~Dt2&*Ho{0^Y&Gq`TgqX& zlxL@wrJwaeJ$_+ahOclgw6xjd!E$eMi9R*Q984!@pSyo zrZ_C+hBUNwc=DvlZrta#55GMs-HrXGjc0W%tNWBt@-iVihfHIiZavLbihVj=GTPfv zirY`P`w>}7rq@ny0?e&xsBkMPgySrZV0k6+HMY?fH$w>I)9jrSQzIM36d z&m>hpC6YnAoO+7cCDggqaM<4Py@uO?cRteV#Apt7dY??!qFT*>Ki)lSfzl=Nt<#I)0Uf z717!U%15C;)~+S!QH{;V@aH(M8NyKbPHE70G_DRKZKUUd2o>k|X)KqwH*-GOB#`+` z$^$Uk265LTu^fzh*I6y-3zj$su1#{VDAO%r)fUnvlVe9@vNlYNa>hfRm>)Jj-5#~; zWi;i>Bg)K|DvItuQx_glv9^?~_T&#PH7g{Cp4~7#d!Ks7)6)3E9@%aoR#L_R7#MSq z8#n}ZKZRNme`(u`**?(;jHq{&_m+2hi_M>KaWmGY0uHva$)-{xzzvDBLO(WVRXDi+*F*0S$y zUjEMFB}Wsjs{}3G*x;YY*3q1#tc>T_57UTd5wtMkKYs~Ta z@_zdtG2QbId0{e6jy%ZNDft^8I z_x^RFy}ZcfYg5x@x{2-W+Br7)gKxND?dmBsr!w2g<~CW5*U9L^)9YOHHv;kn*~6c@ z#N;vh`u3@`dx<8$y0K*0Gao)I9vE~Z>zc|{ByQB=yw2}ZjtLqlrIIrzDrFhVkH;MPezn)(wMp6&xua3KMpKQWuV2Em^`8ys z_f}C!vPk5R60RFOegq8;`q^ zLG@PluCG`iM-BQQiKUdoEPZ^rM^z{4I``oBu47EMj@cg1QzqidLTdIBkwOpob^)DGkb1X94tfm0Ap-J8jLt_L0S7>bi0F8Z~ z2Qj6IrjycWs6wPF$-jo*dx-zY^4lmhXG@DA1aS< z2q0q_#btP}NwL=aKWBMob8K}eV-DYFaFb4oF}1PIcViz)?u_*&O|=`X-~2IwquJYB z$^EvMX6{J9-Mu%+8*VncF(pXPLB{~r$A@*hdnhG{5ChLC0G{U@A5Md%V0eBD+Y3vH zUDL_9&jm*foRUcDbH~!9v#^pOKG}D9gq)Q7q>iKVtSdXc&h>++;jBxLSXyg7AM!~H z93|v3G-}}IInGA|zDG*K)b1WQM9^xjEv>wQC3X(!B%3p`B3SMn6ob$llhU^AqPl}d zxznv>21yfWa-$%65zvEe^EqtyNS)yOm^#2|qFn0=+tV56%N_x(=-pUO{st&^uYr=00tu zljp-{u0oV-5sssbS9vb6rd#-;dxf*qFJ`k%@tBo%Mu1_q^vdI(-!5V}c*bHRz zoD=$1Uxd6lJ?(?7!WdxRzBxaL=dL}y{p-8DyGitWZ8^~-iWET1WX`W^u16H!;g3#RXmBqXl z!ekR~3AYcAlyTp`O7#mn^^rkV!5u|;o9WS6q|?~NBBTwnQM)G}Lt1)vtU`s|l_~~v z*1WmZoF&e-X04254Mu40bte}1C7y7K8AiG8KqfmsbOXyE_Z$Z@7 zY?0mHPSff$F)h|LZbz|hgXk+#(@(m&PbS_xMx!`EwG?~*0QJpi(F#4r>Q=TEx3I@y zap&2@h#F11a>JH9`ksFp$-TLi?+nU><&Nxj&T(3o@f*+CBp|3#FJVj}JYrFnhpvgix2C4_61{2#J26ehaGC?#LZU2PPACHJ2|fHrI!s9V}Xu&J-w@j@io*J^7wyIwuzjq z5Psw*Iab&cJ&yG&^sVn7>QZ=;<4(5GwMDbInH|ErG-7=9K)_&;=uh*aqPs}qlGf)j zqWFVN(lu6>N58!~Rl(bHrC+DsL)D{fl{oY`KU%TktNU9A{{Vz~+fkCkOog{x8+G3` z(>FUn7#IMIl0f>`8K#LbB+QL)kmaO}k1K(Why3wYwRD}@XOWKhn`E~GBYyyleqdwi zTJo!s*HgCeHm{)#Y}x46SFr9+o@;^2?f&;TABS4&yitFs+iMo6t!Flp(MJ{CwpY$V z#NtHg~cd3=LxM%Wg!!tW}Ew_*W$6VH~t91sm@iHsKU9pcQ zIGL9r{{V$fbHL8vf8DI&tu_%?l4m8YKx}o%(Wc)mtos;_Hv^DQQhRqbp`=d2RaR`T zAm{X}ej$oIY8^vbw~jdNR_u-MozATMegqCHCeTR+$yqS24msn4gM;{0RgY7qgsm$b zuAg!q8;G5k=N_GF64FnyYPxLB*o|Nz^Q{Y= zTH4y%e661?LT)3H0LS#NKh(8DeR}h97dTLR3h<)`H*>(X-OFEScaSy@mcMzi`Bsz4 zjdO1-t+hZ;F@Vl6dHU9Woohai9h7&b2^vo_X*{xWN8JM+l^vzjPcN4)BwmHFgU11f zp{?TtqF$CXZ>NV!)f!zgRcl~NLm^YlXZTytf^qb%tuI-&zEBUzFYzXSPZK$|}bb6f)hS}^} zYkabh!#wkjX>?r<&r7u3plZ-Qbs67;ZwTYokH0eA63e9f*VhsJ{ZkYXQ+Up>0 z4oJzyJu4Ykbke!J6M7?|yS-2g5(2MaYl`tb)KkKuLikqPqydrYDqGD@o(aJ{Yb8)$ z8Dy9{Tf@tc*vb0WKeUxeT<)btEoyTwsQFX*C}a<~NQmR+aolFMd_OAMYCmSTjQ;tJ z#gnkZ9R27|*BBq|C_U-g*M~HR5xinZCS@2QiQx0dKhBcEB{6-D{m$kgt?v}_kJ~?$ zcG9g*YSA5h1zKyFtD|RBk~pp{=C@(w-YIB?G06MF>+S9BRYl;)&Uo+F6{#(e)vTwm zydGTAFgxQMMRAXn*U&it{{X#^de%OJr0Umq5;)&RB9!q0`uCjd2G1hw_=1cEuczuf1Hh@coR+QIpM+X(gm$Gwd-~Gwb&g{{W*M z)|V0F%C0)%x;+|Gb!4+j!8a~it6YiX@4?mT+;43Bc}bndZWor4?JOy>Xsc9D*1 z-m$6Jh~is|d*_w)Z&c>5SsOkJ?46!(!WaQER8@dCjc%rs6>}%WplZ zA36x*Z!{{NSO7rI3CTQ+XBe)I!phd#IkiacW4jNzOQP-s-~vk$PVV^5IpVZ@ZKPV? zM;5K7PiOX+qYpGi!ph~3%G_t>13Ax8*0J=Pd#f!O;AT%IQ<(l-ZSB*!AoEV7mndPW zN~Wn?xo@k%2ZoZ+AD7CJM2N?sNwa{2=+GHA?{ou6JCy_F;-7p^{ZhD_pUI0CM z*F@*o;*4BnB-W_oZQ@Nn`^b{ow+wHk+(X4}LXG7oS4UCSR>!>z@9V)xU={ z*sW9uRSS%US38Hf&lKxBm23iX#PUhztzJk{&&`duFhaz7SH@y7RclSRp`_~6i%B~q zWy_$2gMGB+#Bcev}M3EMzU{U0!YEngG2~j1=s|~}8YjxyjzFY5}_zI(~YH9jk_BNa3+=D&s$yqN^PcBY&LOmC$ zKEV3cPNy43=R}Mq)aHHnHx0rkeX2X-1COS9SGh)%Xsr(_wC9Vhc&|ir?Wo2lXd^PL zZURLaUz=i%54J$hKDF2QQsx+EX%NY|hCY07Ju_I^H-_}tFSlMh++067W*`In>q=W> zvO#ldvL(4~kGZq7{{T+ag?g}?<))s8Pt+wzCsRgxJ)P)mGPl$khh5Sv^|&MROQXd5 zkxfO`!3c`owcH@+>zvTqObRT%`G11K>B&HbdKUZrIfJaaQq0O3#+R)-2{xh z^v+b*c44@c8GN-^&jb=1Kb3RW{u>J>U`ZuL=L^QqYVlO;?l}3Fzikr8!g%*99N-R6 z`j7Ca-qD&Sj!4#MNzW&P{vU-h<4cYi8AHz-{{VLcRcPk9v}_x5GW6@$@UEE6Np5PA zWy?#uts;HViDb6^B>w=Gv3vgjw!g2^yNfwt)U9H@w{Wtr%pFDxe?H!s70OtwcdNQv z3+MBehoOwwnAeA-R)Anx34=28`pe2_Av{VE+rDRRBbl?^V7+MTpJmgvd1 zdf<(_iT!=+2T;{?s5JJK?@E^WV^oEkap-wC;8eG|h0WHnK9;POb6X}HJ1Yfpdob(4 zAC+^yB6;Duv0L=EZzzY{oDdX_pmFYfYiQ-_R;eUs3et?ZQLCouy4{@9{{U!dH>+(A6J5D$AJg-608&-v`F5N!L>guVvfhVR;Kb38Z zyDbqRf=BZ#!7AQ!7TKOUo{NquvuU&VYAJN-B=aB=7Pgl-^APj+5ONJ>OKAGU&1V?} zr2EX>6n7@PiAt<1wI^t%dlhL%7fsZYy0(X)Sl&2e8Zl$H%a`{4sf` z>j`lr;UEL$2-wHD@A-apPSjm^N^uS3{&j#~Ehi_0Ip8<87_GI30aI`qk%R zWmc7GPK&x{j~q8VR9Yn1nnjqmN8XE{m;vAESl4=qbMl@km%6Ey7-y|vJny^jaamEI ztX09txb5ZcAiZo_3UV{-6?N2-M6mLa>Jn&if;B~kVqZHLX%H=*ow%^faLCM zA^Mu{p+Ul;o$X_x!7WMrXX7WHJw6>SNLiW8kFl`efq)Nh{{U4~T~7B`jvJfEBU`AI zk||k0*r$R?`gZG@t#PG&hSEvyVe<$b2*}T^E{Ul|*NBr5$R%<(&uaP#bt5?YuH|7c z)=q6`wmL7e+gs@H%J&hZU}6{xW!oRbM`2Xn@l5e~OajTn3eVM0&vxo(D9n90K9!9i z)GY4OAUy5oFfwvC5&ju9cIJ8;&T5Q#rtg2i?(G)V^5@H2nC<2OY-c!9M`C+cb?i$H zp&>TW$`Vl~#v6ok4mW#)$0D(zw3ZfAb94-i$q8EerP^ERaqe&5k^8cvpYw`W(#D>} zxh|?*3NZNBSWgsLTwbaqK4Fc-ybK-*z{#$@?_0Lj^*eBmC5G273i7483?E^d;q>)g zQRR)I%z%8Z1_&ORtvGEi^yu^UPccJoE~n|E<cvs>5hMfxBYG{|Y@AErJ^CV>d01Bz& z@viI*8kPB@QQqB8R;DgE2)NH%?2bxzzrWMoTPr)8+m~N2Ht~`V`^Tr^YPOXs>34@q z*Cdk4@ljc0Xtxh+ka*AIUfHo$J%}&>;0`Os{v}>Sd~a*y2xOiJ7B(l1n~Cf1$gf6O zbvV=IZs*Qd$I7gqDzY^#lGjs|M-==P+Hj539!5?uYjSIN-G`V+wuho;jQ2m6702Gs zsOgYRe=W_rfI}=%fN_p8KMtqXw^=nEYfek0xQ4>QRNk$f(!PG2FQ;7B4Df$f*4i9O zPP5eKwf%Bin~7}f6yZKrkgnL`9)xu#+lt7yvt%XXjowl)(>meb=sGI<3fYrRv$ls3 zCDp-9;9JB<{PB$XoYoc1?CjoLdUUY*8M3YV)2C5Md#28chUJ~#WsmNw+&}RiM1Mi+ z^{4*;Xx>Qz!m=_(J1^dEt}8w}KQMm&SrLywfaCdA-Is?NR9%oxs88P`0DJRFrBr1r zBQ(UUFv?7XfCk1V`C_D-!xyBL3X8`9pPW~7WuzTGA1=%W82Q=gVSE=1z+1bY;U0p<6 zf6Fx>k@X$F99JoIt7(gQ{*5AC${AbA2ukD}jmMw^7286j=Oq@djcGztl2$XO@@}-9 zHsLN}c_n9eiXr}`m*pX{avKD8=R8%-UNwRwP3jwGCq2hp`__U-aj0C$tLh4+m;w&f zUPs*n0B}9)681Uu3)rnJ^DOf?RbNtjdvjjoBBHrsk8+(aWlqH29MakJZxDEbXwEHc z=7Q7_{C-*7--dDcn#u6Zf~JqENqIa-ii9CS^DjJtahwsz8SR?(bK&K%_#6iyTHD0}&oJ{8j4K62B>QzI-!8G84v1GOp6oFVIOD_aS z&yn;{2VUl|tnFRT+Ge+sHDFa7oMpQ34{Ue+X}toi^hN6wnQtL&^GSPk8HExt!sx%L*doTiym(@ z+qafH4oZ|pb^Jij)O*z}9!cS`xQZx2w3gYwcH;%veq*?OKtGLom&1rwPY&E%ybBuK zUr6FGIw%OZ{{Y8LIVAK7&yjN@&NOFNmN3O|$0H}8tC3nnd_(2UaF9mGz{?>URAX@@ zk}y7BI;x#1mRb!^mP}fP=w|vBy5gib;d&5D8-gbYyh^@H%jP2bYkuxcMOhv_Xvz|`j$%Cq@+<-)>%iUCoYuzK z%u*&DKs=78>s^?Qk0h()bOcjg+F8(~sG<|p4r`86eNJ^Ia!}peTOZxI!5pJ0p(U7!a=PeRT{?3k?on{2`qkM1Hm86 zA6lBrP`J|M0nCpEc$06;pYN}6?lDwjo_G!#+sy~Ep1*}`+rXDG?|VDg4lqkZ#D6NO z)KOP9RMd`|6C9|QmhZLkmJ5-&Ph98x`c+*<+6#G_W|S(p$y{~EeDvZ!F zBaLDwAoL`he=3tsvDEa~q+Lr&x{J$WB0I)fGwfM%IQOj6bk_bZ)8xGnCzCvGT?Rt( zJ9-Ya?LpL*JRJ08JwY-$)?XBX&}fBy&Vb2 zZ}Z-{F?e~p3axEEi?e*NI2oF!jwk)o$JUc10)MXBiK!$VoPB_|q>xQ~@ zC~~KHqn^GNG^<`aG(KMoT;1x=J;-Q~fLhQh? zJvr@I_qvgpNG)D#b*ssHO_1nelpX9#bAHamfjBv)8@+&*2k@?? zhtkOO6cvrRwJ0p_E$@k7Q}=JT_@h3*Ls-5j@ny`~t(1CnkjRmzm`p_HarMpz;ZZNz zFOh_HyOgP2?$`kOim7#EbjwzjSc5nqsUsjCTJ|tfjX0=D>)6fGbDB{u{ia=1i>s(o zJBcF^$tK(pAEEm6oQGXpI%I8)b;AmJ!2yJBV&!g5V6I%GeTnXV$pu zpSMRkTVr&Y`5b-Sz0Q9cwG0gdY?9+7^;H}n{dUUdapl@KD7>s;@jl$Ld&Q$Nd)T4C!S6K>+jyB)$dj)q5$G=VcN6o?Z33cg^YQs zd2lhDbg6QTQ|2?o(Q}WqhW$>s>oDp%t6i(_SW{$vnLS9Qn*0-hcr%ynndagX9|O#n;eg( z2Y-6YgIiCRaXfR8)O{+3r>k6Q(*FQw>8uRpvm5i43ec|Me%gxheQz>HY<~b#XIv&~o02--tpv|Do znI-d<;O;XHyU5Ai_3c)mnt9@TTUGNeB|?#=cq~Eufa~-Iy*iVdsJ)ZAJMg$@(xj>< zuTuj~)Y>UlMSZR6NZ{7>{91;qVBgu=bU(1z|U``da=vXlACroF?qCPxnUdmom$VXLSKm&4{zkWic%u%NC1WYdE+$s zuWqzrw^wq)!_Ebwj1QGgbB}NH-m4oCXn1t+oFpiH95dN{{TAU zwLM~eLS~B9ipQKh%(zkPsy^}hoL5DCVSRG}`%T0)cA;>wqi%N{d2WL~g0UsDg5DC) z+g?wOf*4yLo-3J6LD}w9C|zBdklGm4yqK9w4q1=R$JLMY=~DTL0tAnlKZ;Cr_7zfV zx#VvxESe$QK0*9wj?G+;Hd!|x;Xrw&%#OPNXbIRl_w=lxRu0N>F? zcAi`R0M8Zw0KSD4JnYYzns%1Amv;s$S60IAZTtW}qL%*v`%g-d5_4?(hXEXukA5oy z!yYt!7CCGtj7W{lEXM^;btky=s~0+q`jzWXAs%FnfCq0uUX<`SXB(@h>Uvcu%AEOH zHDPwuV=-LXqayVux6-XzX*O0W8XIxDyRgfCW~6~5hBQR`sxkHTtLUNj<;Vl{uZqOg zb!)nCZ(AE@<)q^k0oY%2Y|KtF1#&c45M?~#pMzYI9>t#v08I@yGnq` z6uPaNllOBl{6%(ek=v2SdN1y5@wH@MIa_ALOeh1c}lQ_DIKx6I5JE~Q|Jdy zYsp$wSNRUoKa11c8rsqPV|QTj+s=YZWhFrz5%jMsGs~w^pYHeSdw4v2eVd~_5$XD@ zQR2#!r$J^2(h2y#3);EHwx(blEPVlt@^BLjCQz z!2{p?X|e3LlJHzdBoQNRh8N=i^y)d{yh>E3PMhX?J&v~}?W0OD`JA8j=KO9~0Ot$_ zRQ^4_hOI)^cM}I{&}xOFvQTP zj{|Q2e}#H(jW)f+3bk5tahc^%J6+wauPe@25J3XFcb{{TwmsRo_)Nb1t0bz?PMP45JdsSK>A zBepx&Een;|AQ-{p>J4|(_(dVM-uGLxf>6q!x72kXO5$~UbEoPuMH-V6e87RgHP?f1 zU%OkKbTJ95M`G3G(#pu&zHPZDJPLKT+mMn;Ka}g8fle{#f2Co0g^0_HcNyquRz&jv zX@2*udQqmwR&?bR7H$2kHO}ck%C_7OPhX`wR-f%x18K^t?NjNR$7dfY6J(Ffih9cK zxIwvzz}wC%HwLvk6=-PV(Av>%4Xe#6XJKHZ{RMZrRcfTy1RBKB{4o^q zBCNtE3-e|`yS}-k)U<1j8Yg(BG6m$P1d;4VTJbA5PJHq7*z@rfDb|-Hw;8X&9fZQ> z5(2Totn_Qyqw^xPxREiP$rBKMoL57n>C(=rHRvqeRSte%uf27))~cf|z$2X1QKH(k zwP!V4PqJ3r@`J1SFSU`&=Wf8iKjm8b4b{%5-@6Jnlby}-gYJ9%1#kGjM1uQHy1BH1 zGkzk%v21Su{nC9a3q|`azKSj4E$1v-m6xe*r;mPW>(i$gd#hWRLZw=&PohSao1~_h zclPg;-b%;Ll}``oJ+WJtlEXc$kje8$D&rkG);*E(?Ly5H!p{+TT2aHC{H1G>);wr! zhuQ2x%`R|cCx!n2>(>mhHS1PNF6_#kSW2I@lI5|nqiI(fwaweD-`Pf-o^wobg5dn1 z=dmEybz$R;A#By=)hy$g)L|N7kZZsuzmoDtn&tPiwn~A=*Bv|5mb2R}!g=x-k%n@M zxT*CcuO5~4n0y~37e;xw{Abo`HumU!B%16mY3IW%cM++>Iyhwq(<40l8t@HgQIh+_ zdZpx?yWBgB`ey)B;M5)~gnL_+iaC&n5s#Jeo}<4(&16}hwaF~+$ac@>Y1D&@vpm^a zF**@-CC-;QXJ*WMPUD{S=)Mt*H->ceah;JB0lN*y73O7poe_8+ykY$R0Q%MHJ{~?s zm1PP0%L8V;IM|*O$WTOzEMA_j`{DJqRn8Gp_yc&76e zQ-0B&c&VBtURFcF>t8wSmnSrTrf%C$Qvr0lT_`-Zma5J<0gg!eW~(l#eQ`R+8bcoT z+8NFOKIXS(Y_~Pb>k6=3hK~Vc8?op|TJ-X1M-eAZt9R&SR+6_eM&0(EtJ_& z#Pyv^#(p2Ln879L%P`@R-AtQDeZ+7-6P#C*foZ4R$P~%;T)NxEDuynEU~|~*JbeX6 zb0vn0sZSg+D#jBpakq43pN1bj=e|H zw`r|RAwg3{CC!W$h*}%SFBC?oQt+G^6dtO}g#aIM?_BM)wqou}$**_Hzv}IhG%J(A z8?pkgUV}BNETfA2+1%;te#pbfxI1vTc4C<oYkPPV$l6H)r|&YGfjv1GIX=GB>2Vw}!k3KG$Vr|o2$C|b zv=%G(hjEO4w1*X~&ZGSv8$`B-<=vH?mD(a2UB|iWfq*$4rn`?1c)P>;c9CbLt<09D zH2KZMXB*g-e7MLTG4FxWyw)q2w7oeu&*t2Lh-1k`+Q$TEoDseCTeU5K65$&f&;#30% z>N*ikw3y4ak^W*i8Q|9Z5=C_f+3uGE7)B$2YX@h!+|p}OO)p$ay|$N%u-t)#c=(P_ zr=j+(+Y3AU=^R@!m0qnODhIa$xVx)1x0hf$k%t33*GHgu)_WTRr?FGV1y=rh>WrPYeQ$5 z8Fgd8=O+}a8o9$ha5w;G6p}LAuqfn$ypQp(6;o1N(>s&sjJt?cTsRnIIovqryt>_* z81Ar0K4~QPuTHzT0~z(kan`)l$Bjz%0zZu7^Zx(?UcN}=r6|be$H8(YWZcfvZ(>e! zfzLJUIu5#SbURrkz$pTUeB&4x$@=51c-_QUiHHO@1o6_XTi#1GrK|>WA}0nu*c@}~ z^sk|eTY4UB5^=HXviPe^RCr%gwGKY+WgO@9{Ec%O#jLm5be<(kwU#uTTeJ#6^3ZS? z^PW%ht_J4f-cqJF1>5fcK1K8y?t9fyC||gC9-ItSRKuw&JxmAwy9tItHkHWh=)>G@a7)WKGzUhUfbPi^8U)P$;~ekw@RX;K}Ve9@i&y83} z2171JK|K%9*GmM64V=q(tc|~5jlYFQvF*tGs<(wSJ9c}UirkFprgIRC?PH9RdtiTBzjfhgt)f!*0mpd!Qt**K1Ris zsbzI*_Is#7Vm?P&<@IQnPr5A`0yj7xTANYQ?sSk0QW=+UUAXyy{5yNrww0$b^5(kv z=jt=jeT8}SQ?_|xXw(33&Ugpu z)Yi6>V;+k8;=ps1I^-E?0n&6~`PS8m>S_Q$WiUWBAJb0m?qvLYiC zl;H0mZXo&`X1FTCQiQo(mt#pjO3|k%-s^KmQ)IidmIgmFe8_Xrha$P%BHH3hOTB(O zm4P(YO^W0JGdJE`{{XsrcgeA1ukT;p6BPWc?O9)6jw{If5d73v(= ztZZQiN(}cKZx?A|-BbHY*UWy3Wf>n|{{UTHpI%5TzSR*)R1B-D1`J0y7_SMnn%+4- zdg3q#%kt%O=zj{jFXVw{5YMs~i+`5Cb-48P>t55O;~g2`w4}%lRN1S_IB+c z-rh^L)?<( zRz+FuZLfnY@T8!3W&X9AY@yO3X)Nu*>`CQ^G?udRA#1q+K`&6N-LdQGUuQ=NhLky-+2;EhIr5}WhyMHiR96wao=Q7s zxjksDKCMIfPM@eg<^4*{t)*=6_{hlXS{fbrx^-4KmNEl-j>e_dq_uk}_e=ZcY^W!b z$NvCYsOef}*Ou??asK5RMp*uByl@=!1fDQ6Q(7&-rPUstX;YG1+oRB;a8!F$mY9VB zN&G9E)3tc+9ij|3C#mcHd95>a4l|F#y?%94jOop$YT%xxi^>E+PY2VjWZztETrLZC z0QLPVXHB#FX!B&xk`Dv>-~DRVa|9|iD_p;de8sX;C?;1H3 zk-^DUQV2goP&DFBr2FK4we;_ad?BKErr&O>X^V_vJA}f@o}V!4J&kxLjD8;Ko)JH2 zEH3o+Y%Rn~jh=zW@SoG(y$m)ookWw-nK(F@3v$VZ1bYMN=|q=7fMz5dt#vy#Do>iE22y$-K~|+2`gJ$M<04W7cnx*H!A_nbCGGcI%M(MDf1Rt3gt%_BfWZ~6)QSQ?cIxIW|6L0 zumI0JXuG}zdWBT!?ODItV(xbGBt$`wyW5w=XKHD2J-ljKSQ<={+cKnkR?fUvxf9G- zst%>#1S#O71lgR&`VNcTD<_TSnP#dJPJQy%Ep;2szpkMoN1 zDUw?oqi=GXWsKmA@O{Uz^{-${gw%(aY>_26-1~97bj~_tVz_@FX}chX@BkV-1A&aG zKhXaGI`wds>C&pHCGj3?v2|)IP2A;;<1pFA(bJAiLegRKNzbwCRaRe=5<$l`cS+K9 zFA!=m*=e@2TwFQmqlF%=m)#&~n)$TN=lHW|el^Bnn zD|TUwbsTf}SEhJF;Ufe=mR4wJM(t#8Yl}YsJf%LB` zwlU*?mVyn11I>7Gn3rM;p_V( z?Gp;xP#6=6d&+;pz| zl8pYar_mcunpFMcomrbuxH3t`e(1;PU0$7HmbTt~z`)uD39Kz9J8Ml!G`XH5pSsA| zSI?zuU)(E6<%cClW6gc4(OsKDQEJdAT;4g7LWctxJoE#gu0vJ7a?>=dc8mk~_7%`- zBp;A-fynKimCRY$Tx+`6OI9x=ZL$;xw@ujfC-NNDl%vedF*P|=ko_9bF77=0==Rx1 z@=hWXMjFM(9%S$^ct#9rR+T5}ok_j-ZMnGPQcK0WZ)n41g5?!vPwhhqv1-zh` z5S_pSp64Tz=uQBxcTmOGe$F|+*2Vr`=*xg9g;*)?h#kg@&3>i{q?FVGya;QFcE_!?Pm zWw5`I=OSrs<5rPEg;ey6h40DFUYMwKr?!^tT1?j;XIWX*INZ!|3!dEpnJI-1cQWRtnz9wk-Nd`GC;Lm7@6 zONL|x$=ajt0shD=4PnD>_jhpHCSzA&mS*7cTc1x~!n!XVUs&Diml~d$^BC?_0M5I7 z!MAG+br~QU=N9FD&kC;iyr0=p%z{C_;1-#Hb|8bs zIt=r{?TWDt-HqH58C{~1QIMgwVYwO4p};sj2+x7ud6ok4GufP^oYdo~9c!Sv@f zlH1JYGR#|ha8F$K^#1_$dr-R%nXL}*Ol?-vN@$}CDx(IKPMawJ2?8 zjc)YV-4uTE;bmgqG2{K=(>#ymS9Hw_T%O)Gwt>v5>RA=OY;^<>K?nLA){E*_H`W(v z;!Qe39gD`YO2mnx-gb-8!L9XnN<2?L~ZbXNkfsT&;>C()fk#+SCAC>~<+dFxmg zP_z;;&KMDaiqV2m41k8mJpCxv9tZN(Uo#Q+bAyVF(a_pk>`$THt<3SiMh%7nyEvo= z2dCD!EjrKaizVOM5!O6?&%2UwjQ2h8I(pYfr|PM2j6oSjtol=yhq=iG4%|z&4 z;j^?JPhm?ez#@W210KS&P158sBk--AHpOluS?(0={scarro3uYCstgMG^o@UGdb-> z;E2dkxSoIlPx7vQT>?lU)OD>z+RhM%%2yvbC!-PAXSY*csM1E9B82qXF~wGR;<<@n zF-Iwp!=30GryzhvIInvHL)b~#+~TiSo+{|@{{Za$LshbyQMJ;pzRe)rl!@5^7zYO& zjOMwMESA$WWDr!5$mDx_SJb9c<%Ci5FUk32~5WfF6dt z#U;+*^hZ?;!m59~cSm<)eh3bXybfyY(WT6L)Z;y~TyBwPb7;vF(!9@%GQz$4V4k(G zZ>E6*$>o9$40*vgtM;*uk7KptC|>E6wL3WxS)gK)kGfAnYd=Sh=Tm8#;zJUl^6}7? z$0yhd>m!!eP_hz5lE;PzwPN4e&u&_4bMt|aGmXR0)^+JM8^?Bc!mm17lyxr$T*{Ai zYv#zRGD#tU`qvA2Z7sZvvISNLrZJlBKj9?($n$c%gm!K==hmmyv=6sJt@e~GQ*a<> zf@q_Pl?IhXpk8vizNel^V>?8$fOh2lDVFieEA3ns^aC}}O=ocjmt(R|twXLD} zXu|88n8UXjD~j~1<7vVdPVMYt3U#@!A#|??UdsaAP90;%P(sy>X4+jc&|Ece`65H9@Jd-h84!!FvYL9SQSc(P5%Naj0ALCsO zMwYDQ#A4wUX*~@~%k}%^lql?LmDDwVIyZtHq>x8m2fazD#c?@U_p~fmCwgZ-gk!aH z_PTw|weYpOJ7wY7f#8nVrFgXD+0Q(}lwoRmveuhnb#8#9%uhhrz$UEg-fp9#gpT>e zz$Y=he<;Am4mygrcc?{ZK2Ue4`AAT5e;SNPmwAzGRu|=)XzEXYZoR3}l4;bE)gD~4 z3`PDU%=a`h6p$5k`B-{ll+MrBk4#pti>-dobqv_~m~3O~=~x0n26)amuX2S|R+^eK zQgYRkd4XScez>QbhL9>}kGr0j6>CB8{-xq=Kw4?>XS|ZP+=zOy?fmQ7yeshYNAUW` zJnA(KNpO7W6DX%Yz^8zH3Fqlq*Tq7TvwE6F4o8^U==zj8THeW|-pOW-=19u}?J7O- z+;^^%PtlviIxVKLr#i_za(?>NPeHplUvL2Gc^>ubG0w^k@;CYxDZ$o!L#YM0v7 zwnjdL)m!~dE#PTM92@{Tl55LU=QqlADA>!_?ve=_X6P4z>z>ujL%Qm1@AsVK06Nyj zrEWD#cDolT7+E%)f>n6nw{-`x=Bwz!-W#%$N}KR@;ep-sue`xilxRXPqB-K}smb3` z^669UA0g>QTKiIijqk_371v~K%+5x`TDO(_tK&ROK*h{tNWg>1+TF4Ar``CVMGeK6 zzWYkNo?JI7o?4Xz6=NQ8l1Jt3T)p&JO5ejDF8u6mf{<;taWU$IZ#M#ldDEx7;z_lrsQ zeZK+g>r9YGBy9|#8DvtWBv8u0_8|2>#$!bM3T^z5ROjHHG3o2x*=vgfx*y4ffSBT*kjJ!<4wbql!|g(O>rALvq*Es zO+%w=5?S7{4S?-~+mTut#F5*UjTIMY;3&m$x`o3dOu(F@2>~Bk&kF}BG>!0;J)Ko1 zdn^-2s6)86cMnblbNarDg5fV?fnHeHow)np_BET~ooQu(SAJJ-OxI%+$vk^my7Xcz zYKrfb=+CB$<@c7T;-%MD8*$}r7%R6J{67kY9Y0ajoZdvPtM`D;H-DdgD*phA{6FWR zySEsYF_Zq<)~=PRMlEDia;qeGEA5Vz$2A%X@kY|-oPE<44N%&jDpKlW8%nod#;(O| zn*GFbOKcW2V8x1K%wRG2imG(4?XM6CN&Unqp~gP*dRK1@aa%>7;`HxMl^C|Bv}3DR zm0H@1ZEF>+zVDSt9RTTE&x!Ts5%~zmoBZj<{DsFS#>~CqZypaY0zEQyyvuCSKA{%L>EWL^3ipA1yLWEZAqXX+* zCB>z(sJc{Dk(EXO>U)~nz;c$`m5tH0jzK2<&>QccW3g5e9(>)DA<6HH((-IOg zNa{T|Wd8sv$+VtXE@HN{jo#u$0yK?sNj2*J8~AG!Mm8 ztlc=%s;bYStZC_E%X}~3Emy_PvRm8zmcTY1?o=T@h!5U8cH`E){{TYp{+Z!@I9Tbh zh?9cNjLRt7F?iL8VZ|5+GzJu6iE0_Q>Q8nW)}z zu&FF_$pG~~=hD2Yn4VO0MvG>lxr*fZ4Tm`!lpGw^E}y80b!*FWF7@0>usjmD3_q9a zQL^e2qMLL}W1p0}WTyutWB9(jR#uguTZl1V=N)O~SOjioJb zqBV^;Lg~JTbp)ZJIp8m)aUL|kx6&qx@=W=1f~2qahyMUr*H>>cGLjgO$Ot02ABi?5 z^TIfcg)m&lF7x~=$S3kO+@h;ELZO{0I&fJC7f6t|1-?KwHu1RGbeXHs)_$pLjqZDCV z6*0WwN~PgFd;gsZ&i^8BxSaobGjVO(R2dAPiq=^1=j)t4!8{? z0C^K*+r2*Wc?a7pWPr3K$5|1_1J?u&z3WJ>XL%gy zC8txKxodmbqn6V|`whCt2uMRd{P$@XoM3bn)o7YDi+6Rc-C8{MdPp8b2^o;jHqo^d z0CR>QwmNVtA|N!2hg3Hoct%kq3mcQ2<(W=#p1}0r8nLK&qW7L2rnm zBf6@l4}Vg9Yjj@ALpIjp??=5d&tY(~ODCDSSX(*gISe`EpU#piL2xc4Ew(~FR-O_9 zfO-+o4?=jSe`sowje}del}Zu;xsz^2bDW%y%9HI0Zeh8TO|5D_PI++LXjKJ%*`MNmOHt? z=sj`mRldzMaY*}1TdNr(U^ptRhuz&s#xgs86+WV}-Rf5|SsRJTWsMr-sdj8+?<0%= zdJjRKrjIh3(&bjSS?%PVyp8POqQMaXao>&)usqav6U%dJ6_i$zyqgNE2uhQaoRBk~ zMLsr;Lk*M~dfa@3$vZzRNXRNr3yf#^)1$n1!R!SMkztxYil);w zTXnL64K~R}XNwHm@yR5fbHD<A+&;|_cbI4H=Qso3KjB@Cm6oe^(dv4-e`0BtiTjI4q$VbjB@ z#E0ck>F-tSH5*ynM{{v4k=#GhLWy?q-A`J^ySsat0;o9bzJjaYIgTWRf~Ohe*0735 zRqHv+Lw)>0#vuoqWn#pK0}8+%FrUMb%}1wd5?kB}1nO1SI{_t!u^6sOIX`^75)|Nj z8rWIIv<$7epFemUX0xe>g+*q9ooPkrdOwHtICYIy3uO)0G6UESN%~i$`OD-nLU0B# zURm(Y-K4&~z9%8A#ADS-Zb#$=dPBO1Fk7p2J*($xQ;izVFgs;8Q6|j&X8Y{+3_}ql zr(gi|9nEN3+(QMLT<#d2HDe(-4gSa;gVwO`ts7Rk#4>GI!z(+fz-~CC()7(sO0t64 zuH(B9F4bd|U^ARxjANd;&2YRzr*+L~b~I3o(nm(qnH(1ZqwVu;Z+@MLr}=~er)cU2 z%t_pO@!a!S5lyx>9#h+~7%`T}Aa$vX!3i=(thqRC-97&R+4KgcIF4?kbXqRlLvM3! zC8f$oEK)AUicku^I^Z6^UdFtK#eWU1bjjqs(O{D5#PjxW36>vGj;u4DnKkQi%dr#^ zOl|TkWMF_g{YQUNYDn&4DY-5c_~bVoKT<2u!{VhzS6dwQDf4c8`{ApVx73{N10;3h z@UDwe)FdzzLO?xEdVMRQR)F z_)k?~>JNJCmo0jp(mR|rDL4SbKs>*d#oI?9WX}V&XzAM1Nvm548z%%0YQkw$XWykm zX3Ykp46V^$`PS0H#!zpmjk+G0KA`r%n4b>ZZqFm}tl6cJ;`11@G45+Z+8A!J=3s$_ z0Qahzl**D7P^*T(09T0!i>SH|uJ-oO#>sk* zdhN6=SV?Y!c2|!1uTPc67keJ|5^8WuswC8O#kINnYCy6uQY1jR-IKxk)fU$dJthCSVJ#Kr(8H706zusUl zO+*^3tu?UHaJxmzTP4+Q*6LejMO?B1xZF>3T|!44tO0@T)Cxo~+eg9V^#iqGYWk;> z17W_k(+Kj}8Oh(t8U7;Hnqts~B}nKiHr8njUSg6M41y~O?#;!_@&lCwD%Sp=I*9;a zI3QrriGzyN`TTW7QhIESD_u%SqY=vcnK@QHYX@A_+8tSN{{T3T1e5M@T_we|5Fa%a zRiB-srxoX#+nKdlO7vVQ{33Bdv>;#5WJTS!lEvE@z0>=t#{R+lzCBV7i69)x)%)yARVVC6?4M=0KV}X zrOnK8Sn0h?thjjxq-uFRdi4Bj(EK~#8(lHh_f}YMFOD`T1*3=jSRVbWvuV(`?j zljTmIc$eHyuLqAx8fdR^5MXw(A=j!9I^*%I>FzL$n`DuASs_ti1MZFF;#kbIC zx`N2r^6nRUg&kOMNAmpZgVi-TFQr9U)->eeLV4poG1j|(iMEDqD#GDT({DRv`uwbi zKd2Sug6$`_WGX{uyRb7wRc3Jrg(D29Tx#RlNOzck+*owYdvStC1g6`$ zvHh!go+WTQ0_P+2qO(jA0zgwmK2$$zF6L$R*`DF#=(#u^f~cS_>IYUhrE|Hqio0b4 zM=Vn?^<~eu{{UWsQKcoj&SogAQY6b@bOVBGw)jsexAASwn8`=8^G16duW!b)JS7qh z6U5qtx&Hu1(%+H&_8<;Adi&Hq6xCNs@y3^NBW;cGYcU>n{;d^mN+Dn_qyX9hjUl0 z?^f<5ZNhjP?;Znj=sNZ8JBsybRl2$`oi4_m)wQ;vX4dzX=`=2IVwra@)E``A53PA0 zi+&hfSebA11vfTpmU~>1@sIXT@egjlTJ?Bl%YN;pBpftkaJ+RVu)yzDVR19`U{yvz z9P{XZ3iPnpnbT^=B^bdibbOcY4V4?O#dN^+^)W!Z(sxI)%W%_a}fo>xQ(m@}-;}mfJCD z_55*PKRBw>gjZ9RFH_Amy)tooCB_Jmn>|@Ce zhfH9ZkKw-w=^h!iRI-3P5qEwYFBc1Zs$xX+?q-DBRb_{PNc?nbLsy8>f)+g zUq+E;d!XyXDyYHh$KnX-(AIpKlHJH4g5q|aTOguvG1M^h_sv+f(<6nv=`ix-oyVf* zt}D*1iB$JHBS}SjrctKZ+RU!_&}pLT8h z3wrC-o;b(Unw!CzS+jlAS56N5o?rF{{o|l4BURpgGyY9yYQULdll#$te+u*s5;(8?C*s7~#p1TL zx{sy;srkM8n&EDvHxZ;jkCsd>2d#aNLxZWC424EBf(}J>7866L+4&Bm%u$ei>y#m* zY_RS@`qld@x3!sMLxMkAT?sl37hJyZ#-?V4OCkAYfsPhs^!oZ5^(eJ{6xl7ug{6XM zZvkta2I0KFF}s-AxL40noF3fQp6XVS-PnoMK#-_m`Bra-OxHS;dO_L}@>NfmXKMqT zk4^y<9I5JQ8Cyf3zltj~xz+SZu55hCS_z*?p8Sieh9`?IzZ*f{!(`_ZguF%37x_RPUdI**ytBW(wPb%f!dLTDfJzMETj|Id=rTQO z_|ewy!}bkozH7>p-CSHd96*Y3wO7>ebJXN|8upmH1!sA#ORL^ST6tsgrUk!t>)a8J zdI9vVL&csYveac=2g9~;n625CR+8IlF&$M#MgYP3^b|&NmdHxdXOzPm7f`#hc_eZP z?UCQ!x*a~jw40AH?<2OCA=wyYl*ip5{JewjTSrHZ!WNHoKiUogEM*gXEskvZO=IApZat4Y#2Lb|BYpdEosE#FiGig`7w1Zo=pYl*hc|8D%~H0K%}8oL%jq z&nrcouZ2bJyywG`ys=4fr7h|b+{Z6DIrkfQu3|WEb!jf6)inn(TZW!;#hYR-G5{S& zJ-F&mYV^o-Yu!J@_ZqzG=I^yjc!~~Fo^$#f{cDQSbhjQJ@lEC8?49G5Hd21;Hz0j@ zADE>XrV+N~-8$~j*`=iC`x{By^9NvVF2Egt`>XHyS0~~vehc?D8cbeBlNZYzY6$Z& z+>c7t@%58vcgbo1Ep=@ZG5#P?01*-Ko;J@Z;`1I&_3f@4-0Ber;|cG0wKBt3Q# zKOQTu((RRe39er@a%Z-;LNT4ivVTEM4Bhx&DNC(d->5}L9=x_Iwb$-sT_KX))ovaC z0CY}1Y;)ec$H986b{;a=#}VF!fS>k(%KoDj>DuM0-)R#^xuXm7e5wy4)EfD`YW8@m zy_w$&%9W7^hixvc^yPb*=8@ft5!p|3#cBEc@c#gXdHs##`dpI49^yRmBoD)TR=u}~ zN#b=`IN{TVKT+PiJYEu0sOKF{>^fYDGpIgXqhyM#r>=TcN4B`Pe=^EacsPnfkUoU; z=bRdf*7YY%(Mh}1cNKXh81Kz+Cpu3wcef{^2BmZ zK6t*PxcBz1a@xvEnH07$#t5&WBV~}YVX!czcJ(+sXTQC2+Mk3X`&ZhmL{V>V-z$8o z3F<(`KBB#>HY=HO%;Kp@Cv!eYj!z6I@(Yg6COGj4A-fHOD$ijd><=HjJCd{K%Z+sRtj3t(_Z5)U9E+xoDs4 zcRBLpA9VAAGuZLcppw+HHaQO`Z$Ll#_3Yjk)0Q6z*xB4f8D28a8xB5Wk^Jk{!&6l$ zd)-Yb)^zP8aM0XOYU}0$wDFqO%y)2=BX&Uov~M)6<(A$IhCeO4u-||_WAq&jW65DP zkIxWe82ie4kF9am!nkW4QS4#yk*TD#XE%AHU9I$RM)-k=A&*ramC!*HRu;lA0KocE zO@A4UWH{U^7_Fz&zI>F2Jd@PdG%2?26n4&{jBhugT6?)}Br(Jof!tR=sOeg!q|!xe z6Uecll2SMdqpnY3`kM3`Eghr6%@BccxFH}ru6bef{T_2 zYO_Hy7KtEj*y^N^0UrHo+&&79ZB3r?NawVP@I1bJ->CzE*pBqDX;P%>zNOPwc0BvT zo($A{ME-HbwSYKlmIUtg3G4OgUd5v5ns$Y02n6X_Ial_LKhrESH!6 z0PFGCd(~+!OiAWsq(Fq?GrK(C^y!Z0tyX)IfV^>qX64#e0grKv`*szcnvdJ03u8UR zlBQ1lVHtD$UY&UNuQqiwI^jsUb$pRV1h*c0^i)LP=cm6TBX8qTq!(9YeWi>L;9@2F z&5k)ey7v6()>?EnN*n<4g~5|Q%i64&20e#b^J`+9ouG6^Dmo!zNT5KGpk6uWKdmU7 z1NVk1l=o{27nQ;%sjO?C5h{#B7!CgbJtQFG=~&al&a2SAPORV6ZRWhwW)Mv*N6S2e zjE=Qa!n56dhG=i(SGo)z01g!J59wT`?yGTs65IKg7X{k~=fGcj>bxspEOf?iGDhC&bkSn{RuVYpJrrNkOtVVw3F*y z$HfgzCe<|kJs9n_MxIgVTY>s!veE>(@Ft-#AH22I5H~@Ec+Nfgiu#PI7Q?3coH&Q? z9A)tT07+*4@B~vLkf>4)2&*$j*8(uO-O7*WREAXZ#(A#uoZMYa0w^eYQCRz^rUg9X z=I(k{m9dubqKQUWff^5C{{YvjZ)oeVw;R`R2m8H=`ubM)hqU?4>^CI{g){RX;^VbT zDI1sCta@LAr||4>s?B*UO*Ea#u3H)UkzAGIHu-XTI3SOw{{ULFJVi3esyS8+suThb zu&m32zG42;3Yl%GX!--dJ|`Ofg9)9%xr_HxuecmH(2RaLsdc+Fc_je`)6)XHqr!9D zXxEmv@Ds9CA(uQj&ImsKmFyN8wXUNFIAPsba=zdFdibn;1xl;s+wwh%E%My+?N>va zCgQ?rBav`QhTxIyO|{q31oLhfTU;Ue;=#f9L;S(~E72}=XeIfroW|YM@(prY*M?b@ z+DmcuL-L>MD5Z&vqsd!U+}iH)q*BKrc-?Z0dgIXhgT;B-h6O|Sl(ma3NzGaAZZf2( zQI%O(VU&)w%<5Wf`bxdto>;^G04*W}daaU{$g$?C%xU&E=Qg$G6Ro_mFv(?xd$mAJPX z6hjZlx$L8-*MU@Yi?q79N02X>fY+;_O$o(_yz&8&vJ+0KgwXPShSWx66e%A%;(J$g5_#&lRlA zYKw01tc92TV{Ke#ylHQIv9z%Ta|Cb z@N~X1+pI2n5OM2W--1y6w({;EcYUAAQactoC-4eCI>FWa6!w>vqS53~J4i~B{-pKv{VS557ui))zQdzxv>zOoFU3~4x)H`m*e&i)cKtmouF~|#;$>7* zkTH|ZYS{R6q)I1ci3jjU{Y`40vT4wrimQRukMpeY7>8BcW!OojqSclfcr@KC$i-ts zLher(^(MY@@lS{!#9k-3zs4d7vH*JQ9W(BF{x#?xHP5#dMmzyXsnHvs;lPAOwu{IO$(UbIv%q<}=Rj!)arZ z2S9t%Rl8@WN}5Y!=6uAi4jUux)Kf(8xmO!qP8fUo(9|FMWYS! z5TgSl`TkYWO?_#kTF)%*S)h!_(8L2cLEmWSABA`>iGMJ&@*|c^MUtQ~;e9G;Euy-d z%_=%v1H|gYK1aX*0I!PWw=DhRwm5fEDoLI0t>Vo$#JW^c%dAggE$0(Nbjf)muyAqC zeRv(~o0G-XHkz55&L_B@V68r*JR#)Ww}JxULk#sf=jmLenm?7h%9+(1^O(@*{QFc7 zr!mA*%QV4H1>5EP7PnK6Le&{ZOB+_&)s2;`GTK`_*PeSk(@KAY=R0%B$vOIuO6asL z8^%5(o*SFUj1ent`$f_at@MwpW1!#xT$Qzz#1bsg5|So1u)sWf^{t;fR=SV(x}KpX zc*ojb82sq=rk=*5S{~h?=vqgHVq+60+9&2)i-%Do=dko1fN@f4wz_t&Z#{+Rwz!T$ zNsP$3UqU&^KH|Jn`zA*sM)L?59%BrX_?*>wG>7v^L?o%s0`%weq^mB*a=^>ta@5}O zAA~i{D&$;ffv;`iU8tDEqy6E)lO2e`_BF{axYEnyYxd70#~UNQF(SY4oDu2AO!Mtl z58JJsgg4i*sOT1V1N1eWdY9UR`L|QaJ1+sIa_99XtJ;lFsJCU?e-YWPm20P6TK%%k z7ildS^CDd2ZEr#7!n%zgUeoQh8;w-&jPGXg_$>aYQxG8d@y7|nUJSh7k=`HLay zV{N9TT`}A=ZE+*1KR7Y2PuDba#D_{xOCIH;c$&vw)4tFoNSHsCT%1PkKe}5P>-be| zXF!Wlfvx4=4)<3j2my#W8TI6TRpe3W*3lvtN1Vnmi2nd}et=*KxjvzD4XZhpKtRHh z#P+ObX*~)0vyZ)VH^zFLy2py{C1(yJK1yS!2b_L24dwB$v5q)M^B8hZYNcba-7~f} zpx~arTF%sNJnNPqVUUwuX#G6kH3yR6m+hKQ`OaUOFaT8l@cqXaVZDywg4IW59d@gT|RY`T(azs zX~s_`scH@zQ+6FU@y!X0fKM&F@lP4Vu}!@Xp$9eYz8%*g*EG29Mm}M-NYC)M@ej|Z zwRk+7&IhR`y6+8LTxi!@mn{s)3#NLGIUeG?oXUc!3$4-Dhi>*eT~f(QviWBj>=~aU(?imcHrJ6XdAZVmPBy2Fs!#S+2 zJ5gJUbYUQ1%ave$@ajL$V_It<#})IFrz&&vM&~tuX>+5WGTo$-$dSJU?nC`WTea5& zs=K3JFfhL<7&+s&KDD}4WJ0Wferh*=tL3*W?)Q;bGNw!eK0t#64P6XCd8{G zZUzAZa37CeYjHJ;bG41yt8=l`jOQKy0Q&Xn)1^2)QOh)%(7ECu()fHNpEAR6CXIkN z3V0(PfDv39+=yk6uU()T^b2dGdu5Jxfy9^$3CSSveS!X!$y|70n_Ccub8ocBpo4@R zxjlZB*;b3KH12tIAX)IPn02YvNeB8o5+5|5;>ibZ`RQJpbE(G#q~|EIqI{~SjARZz znXFw0O@~a=($+P>ELro^vFn zZKrf{S6&iHZ&F~9k&;Q>g+Ed2Tb7z-y|7XgJC22i1L!+d_8lppS43$-F6j<+XDuYm zy;@X_BW4QBq?O!yXNqp0t4Ae*Z(wE)V^t>|InUDuvAkB3%XbKdXpn~I%yIx2;E!Hw zJHv9kx`o-Dle3c$EJH%nd=v~THVt{0dZg-8^`>$KEF!nz+kr|ZGTr))xAS`IdZU^=EtC~lL3!E$r_&os_{7?8-Woe*= z3T`D;1O8dYKdpNeD^sN&N+v$^o#y^VUYTNwz$|=yE2-3V3w& zSC)HSJ{BqxFb7j!dE&iFeRf!_p)4)ckIVhz{p0kkF!Wt%+WK`SqtfRWsA@Cnnx*Ca z#yr{Bu^-(BqK{xJb3xXZPF+^QXqH%Y7*SX^@Vd5Dhw3YtBW$F4=BHUPcf58YzQ&SK zR!5O1cd0G?ytY?Nqvbi?gm%X@n9gK&Bx5Hae>&;)t9QFtrho|ogOCqe=RAUB0Z%03 zpI=I{2(oCWmD)&TA%_QwC<8{u!d*)K8%RSulSmgJWV3e1_*Tz|WVz94#ROJoz7j)a(y#O zO(NE$5=Px!uzKS(*nnp9Il`_7xuj5Me18wWdg^ptA5CqIdvwgif2)a4A5;Dn&0f4= z8?$P3+?mt(Qo%JZ3m{B+kxIn~{Y6wbYGuX(VpUKY1D+r_@)=Rh*|b?V;>b(OH=GzY)I9#vAKqid^%xxF_1TZM&c+$@W3Kl7!?4(%wYa!sr>7h*Ssi-tu~rGxw1)(nC*Y3p{%Im=(xHrEhp8K zr_C#xma~TEIrx#<<3Tbgx6rKdivAH%PL8L+gKbCkbR9-U5a>m%KJUc zszUKOtv5(n$k_|I{{Uq(U1hI^Rwx?cbXfecxGN4$E2x3dqE?F=SY!dkNK{CSi~(0% z8vPbHc=Fw9cyp~L?Xi{sypwC;P#msDT8{DLjow!yYNiPb&$UsOOX~(`|Q0xt)-+=OhSx4cH>Fexx6(*hiyfrIW?#waUV>=P^ zf$5Gvt#d|B@wy@3sp(NR=#c*avOkqcAKt3=M4Kp2`vR;-_v`4^#FJMg<0w+^?6AAe zs%0541G^YG=shc}HOP3awIz{GnCh~bHjvB!#?f3@_xqL++~p*+d!0l+iFYXb49Hz> zN!q1`4l)7l$gbYbMw$Z}K3zb`#|PK?*Ca0QtZ%cc!xBj*7tDy~BeqXZrx~r=X_+IE zOL*jww&W^zHR8p}=_G2dbaKb?iSjpvz`()9P`lG&)+BAgM3JcKI_EV~-%-1oB~`YO zU#1;;de-inZzNGPvt!PX<-LbtUX2=ZsZ#A|H|{Ik;k7>x7*LnBagO0~KQUaSx@ey1 zVT+b01O1(kWf!&Q{!%F&OeSVgB= zBvFj_EP9jcR^7cjQyAmr;-F_EfnT0ZQmH2?YT4>2+*zfzp z=lxJW*U)zBS{nAX7MG{XaVN|bNmU(K))$8Ksr*KtZMb(!M{UKihLrnzd)KRjps7Ra z6+RSPq@uZcm>Lb&_I0teyp7g9#H@qd_XfLbe-LRF7Rp7^uK<&Sll88$(?HYh;8^0Z zhZyH72|rVcjz0`(P+yzGvW!UF?Z#9eP&xxee8Po!IZiEl7)H8^gBP(7;X-BHUniG@lT37;U^&Z!MfFAKPNf1sGlGaLta~W9n+wn*uax z8^|HI3Ij?{=rikHq-kN*7}TP*mvZS&Qg?e6Y;>UPZ=_s95G4m@Aa$=J)b`1BIR`8p zupYj(?l*ddnD*k?E>$9pcB&^Nk9y$s%`Zc^%f#|q$?6j-eaQa+3hlsGbmsZYF)-(j zhn}Dk9l?s8*{vHJ>y0{3`eer~laOky?V-1v?2%;0@h3x3!#fTE0Cz_mAIG(QBx)v) zCB>&>rSUd}bzrudjEbfU=={i;4&`O*!5#g(S1)-BG;1QA=$|h=RC-rq;qMR|O*UOF z`q8xw9%kPqu|K?l{{X)Wc0Sdcs#{rGTr=2St<}7o?Pc2P5Ad+{_pNm3L)_&M?LO77 zVRQ=poZ`I0GKS=O^HiwF<=1FxkbGtvno`a?bHM3`^S|yBe z%G;(@+FKucAIiDvwAt!l9JNI!wcgoS)P5NPpB0*JGBj#mcK|JF9cBapV~s!_qm%Wj z$6RQS5go+kNp6*vhoaY!3DRYdZj@|~I6UJOEV9^IJ{7kz46#x2@zl;g}^Ym=uaTXfA(Ir6)MJ@d6|V;@uwTJR>JR6*5;1i zOo3P*y1)&fXQ?N(Q#U%CR&eTGTFYs1lN+uWADF2fG7le?DouG((%Mlkn2~+d3fOFp znEs=o{3{nkF&QL=2a|s8LpMR!f!p8wE1np{;N@*kJ>#2Kv28Ex?>5ON3!D-LS3dOT z()Y~LTNPzI(lmDj(p8e+nM`%{z5tFty96 z;<}ejLZ`_-Tlr@^j=YX55=hA9*kp77)Ur%a6$i^-PON^Wp^i44hh-;?-9EJrX(E(v z5vVznpy&bbUV*0B3(XGJXvSoTaB{CleEka2^yWX+}TN`Td4Bp5D+jI zX#%`lb|&pcCw&SoD(vPzdv2zCM=K)o06aIbsjYl=zbtdY(Xi?P&0o~5qm9~oM_FKV zmh#Sa`-TNdG$6p_a^y}ELX9N-V zSxsTz-@~>5uYx#!dUsSF;AOW0Ablg_Y*sv7fk4Vd+|$c9Zsud2qX*Wa7FAO2c&=#TC_0 z%pE}lcl>LrjHp4d4Wwja(!SFusDJX(qROgBwOj66Aq`IT;?+=tr%2 z=A7Ek+u3iLAsWWTRU194&{w5;7zge%CJoVPqMY3pnk&#H?r`2JhAX{V-_0`wQsumm zaz{*L16UUJ^UHS?-ko+$v=h8P=?6Rz3C9B?E62TVYwxOy=)bd_Lo+tu?T_NDh%RNe zxoEGUNac}^;~zpm7$@KSE5WTV-bt3PeGb0PW}OhB&z8WkE9w6L*R2`Qqnn+;%HMba z)K@nh#Iaht+e0kJBPyR-yAAc_!m7ms?myVh1-t2 zS1+k(X4^hxyorzYGCw->I|v@$%~DVGq?dD^=B%8NgV6OE{X3gE+GiuGz^DB6-Ho6X?-d_{w-~q7gwLS+R^N zg1I>K$p-?A3&K~Z;?ugWlW9tf+6h9&)NZOq}!Ca%0bRj@d{oPaCn=dRCqOp<#6%#+_O)G3BD1V!LkQ{ncb#t!o}bC}LGM`+%6eoK?u}hunXe?8I%xX5EqSL#a}0@( zv|18*!Tu!m71o+&F6T51*y3f!Y>F#RO*YI*;yrHErsK4-FgWd=D5~WrnH`>+@UHIT zYwJ3y$Hqh!tCBvfYkm)f-W!08_LAHmS*9(Yd<<7nt7=x7TuNt^7DxMtd)Fm*;*CN( zi-=kPtAO#CRFjWlI)m;w^{n$69Gp;bUryG4VnouV0 z-c6~Dx-LgOD>_|z)Y!_ zG|FYde4u(T`r^8U zupKKt<7=VGImJgM(Od@Qanw{Tbso}G247R_T(!C7JH3ZaDQs|_E7DRM^wpwONt}d~ zjtR%zHK(O&UUtyU^AG|0(|kuLn%UwYe9Ci<-Twfkb9zLKXGK=~{SAE{9+SplIcM=L zjTHTquhE{38O}a#YJJ>eHIHL*#Y}CT>TrL?v=&@|-rlwIm1#;6aeWTEC#pIP3h(b) zlm60uYjsHU$F*@b_XZo7mXLj0D6QOs}cSD({bs* z9jVcun!A?5B{j?Vi%V@yW{D*+%^L?s>_Hem%DS4Xb!aCch64eQ!mz|r_ONjT^*PTD z=_hQ^Uu?Jm2UX4vPpx!NSjBF@sOi(%pKB3~Sg^w$zlB(+!q8NysJ+3xMt}!l`BSK* zCl%BpuA_DKOE-{x>|tw>-cDJLNj#rg)bR!0>DB;#ROHqfkY^pM;CPD^>ta2U+CQ1? zV5sub=I%a2-!+?mbRdk9a7|A=z>YRzPS6Q8%4?I!<6`Z$A_d5-bm*Ikh%7+ zM1tq#0Dyffr#h47RAca?ohK;sJ=wDqp-ITdBNVepJiMKw(2CAWr6VztdBs>?-u%om zcn8wF%6#&Nvu8V}XLFeGo{u)KWgNC>8s^xRRX@h0a--jXe+u&7?Repz%bMPGc*zbV zQI#XMGsSz%(S+&Jyqn?`g^sVSSwp6UZ9%sSk0^f*2HnThbNs8<$}4-%4OM8m_Ai=A zE>kKEW-GajR`AO1IUx{Z^R3HY4P0sfH0R1w{2_AKt$z&oa^Fm|Sb`~VGR?Oct!vF% z3o>DZZjgQKbQRH45S+hrqV8{JYdy?ZejR9XHtFJ$R{rbB{RK@g!w(Hgm^x@ee~Bbu z)fAf3#Kqa$cTrTE#rJXf&jQIN2GC_wuoK_4I(0DU#&k$)N{VoXSO!0GWau|F60QKwGG|v%7EU{Z^CM$c16-oedN%!ra zr%LFW5aE@S6(f>HM>XF|9g3jsJyFTYN}{?xXtK6#&lSvWtUgc(^{JwOTlqLL2PLo- z2MRhIn)GiJd^=dKA5hX6qqbxF`)2S`UGL7Hf1EqNsv*`2MYeTo#@-K1fdFS?R(~t~^52+`L>g4bh&Y!2lcXfEIu14gB zKf9iJC;TcqoiXht3deG=%D1Th036p*b>bm?qC;S)KG!kXC?CL}b^4n6C0>%G>bIfh z)x=g$mgXLnr`YN47f-fDl$_RMcU#MYabw9#~->I(lT+hgT6g()W)#q@0<`_|p12n~30y=gTFS=i8-V=yxK| zRgL8PyoNrR^{c|lZC3vP$xoVTUq78ks8~Y9Fam5YG?Q?}z>KoJPT@)vo z;gEcVyY|gv8ndM<#E7>RW!ZQ#JyK_e#&Zm4n}LuS6nkf_U|;ArT6Uo|w35Wl6Ky3y z13urKdJdDR$D!Rx9l!z!*KlF{EC=#6&)yleT}kEJ`^ld;^#1@Ny}DJY)TPe1>UYz` zRZiDA7O=iAz()7aTGh3U?DUseV&5=VMDrIa12Al#TwrlsRkn{D02cY%*R@S8jB>8V zP{4K~ygWvC7|)iP`JS4kDaZGRkYD2CQ6Z$6vd3w42cE;&RR_0Nte0XjldduO*QwuV z_U+G-6!zO#mOcZQSJa%n!^NkoW=R0~zuiwm@7vzH@R`Lq$KKH8t%J6x<20WR>l%%~ zj@HP?$NqX8D*bD@)4mowpgymwv18U7L4ZHtNBRo%dmTF0O|p*G$_0uT#saARXQ@8* zPgd3~wAmIPHa5F#ZHgxtw`NyJ-ZY>JAW=^44YaqI3V`+G-i01 z(x#zBd|gbhE52f+WWwc08SS2w>1WFA+5yj{UzQ}=z^E(5Wn4zvn`z39)#RrrL)qU} zMU!_bU4?Zx{Hr5Y(qMy2klU)P%MXli z0zS?`!6vq@wEqA$Up6C$KX`i8t5}Ry>ZDKk%`C5-0@#YPJ_Z> zoY%zB#ZscFK2@?k2FPqtkap{l0M34u zyd^pn6?p1qrO@$+^=Nkj(aG}kW&q>$;;libt?L!HhF5N!Agg{X(`@xm6r_4)(%V1M zj6>uNpKb}q=Uq;Xqrqcrs)_~xCyZy`HS|?$(p2Llz30%VIct54TW<`_bVu4BYX1On z2lcHOdm6aI^+e)kubG-NG+O#zb7-zQw3X>w@DFXf9V~*9Gp--yVT-@607Jp`i z-G0r9751DQhAMc@1_f@)zK5@B`CM)yx~iimw`0(wPBC|1dFNWznROdC{IQtwuAGBe z7W#&JYq6Kh^>OZa$U8-*{tCx4L=k zW(OxeM2Be}xIGB`s#{6*OE{z#nq}tU%CsrHPvSaPT=2B#Y0{CBZZF?>TfY0Gvn9K!VXyr-#TbbECS=~zCHwU1`D;D}=5;<2RZ*f?Vc;`;MUGcTnIsniS z&*xdXhQ8N05yahpkBY{ITZrcOq6$&&T%KjRM-1OF$jLkw#}%QY_+CkLI~`^R^CEOU za(6}qf=8&XTTd${ppstOE$n&b7ILflSFP!OA=9m_p^wP>6hH-7M0sDLfypP+y?t&6 z3m8VtoOp`T=yH#3eI~4ChDgi_6Cj8$%*>24&(PKDd3Owhka|}A&5C`O`%VP%*)Ce) zz2O#>7YV&hktRwtuBgLx!zJ zt8!LN6_`pAr=!&AmYo3OKpekK98;_74;VX8dghZfW`GRR#rNs7=)U~|C!&fe08vF0 z08=Djh|b3WMom7c>Wb~AT?qd1iGcj6OJSvUakuwEd&wU^c;tOMRXH4O;MFVJqZ?t6 ztEzxOBcG?Q;Z^L7)~znvc;pa|y)z*S2j$8375U|SzY$Xq+m7t|YICI;Y2RV@miM=o z&GtzWKi(n<9da^QcJIYY{eyGjWPz>KQ5`{f58Xg|*GXlktk;&dXuEB#zke%x^ilQB zPvKTAb$cBa!W}V>mo!VYQASLlcT>>+05RUavjc#J9ttn!c^I5rs!Hhc$e_2g)b$AB zVq%KrqC!qf1>od;MQ!P~k1;A_`BY>K)_08VEN?E%wz@)E%uhEV%DZ>u4l4%BRG!h4 zy6*~jAlIFk;2lf2YIM-6c>Bkx!H+3&cw<@-Nw9_on)B$qV`!0&JI_|@fgWlU_>E^d zbh3hZq(g#a#AEd&*Uh}Q7M;{>V^-lUE_b@FrwxUa*E6u%ig*X9#{#_T!>wxtvtCPq zB+O4Epw4mm)>gZ%Ug|NHo^?_D5g^E4p!KSHb?yHE_Ggp*nSUgz2vU%e557(@UXC9x zlqkEsWc4Z*i#sd-01?L>zm*f1#tCNIf_;azb1$u3T$v-&tsYIkdAbG9sXPzPvp=zQ z?M1fE644J+BZ5!hI{hoD()=*#X&t*ev}$wv-T`l2zQ0=Nj@4K?%s!iyuj9Uv$ zM(W|3_wR1PM5l22@m=nbq=<^O>`L2kQY_>t^))Symkp*owaX5!f2XBt#U2k%Pg7n- zGaTwWLqu%iqZ=7|ri3o_ICTYNjjh$3ow?pmW9^FFu((FIQxQY*fan__8l|dU%V%Qg zW}apAh{6T!y99#7{{RhPXyaPb3{zj}l1I5fkO>vl$EYCn^v!L9t6FrgC!*WA#q6WZ z-p73sMJOzQWxCflai)tK`B7I1_mdu#y<;euR!Eo>VYx`}Q0s+6uob~#4<5DAjErZ8 zbtAeajO7Zvz0BB@sl!#jvy5bQ9cd#Gum?QVxyVJ@F`lG@n(<>xnk}2oqrH)jsoNPW z+yDzF%(a$=4HD1o7i>KFP7!;bKr44pxDnZ0PmFnSmKpXH<#(F1&2rOEBTFz`DD*$j zSF4v!q~Phdbe@NwjNN&fI)=4(F4#ouppwKO#w$0>$s+}ebIwZ~a6b%HTX?2+B$jDk zuo>gf0b5YqL#Dt)5D&GHhj~72pGx&(N1?#gjL2*+B59>pk})EcW>L2acpww)=~V`u zKiN&RGR*KJ?g)9>Pkz4DrX*{LklkH6Bb zo`>6<*Gw;KbQScmKm!y;H%@VmLFfD`<({W=X*dFT0{{Yvo8Pc?Qk5NtD%*US5rXc|N z*|0wv>0+{m&e0&+HYmn@O=j2?I;=sljGTRITI`;H_Q0=CFM{??q>OPBlahf(dDm-X zszNy@J*%0QM_o%(gHR?j95S+qw&Y;&Sd;ivy1ds~gZ-ONw0Y4_CNquAoOL7&1IIo7 zlz4XMP>L6^)-41R2^_(-gRag#Qp5O$OhOcNT^J0D$&BqNlsi3Ko_UaLQDaJ6i{+KDEeA z;oVNgW@{-{WhXvc{HzD3r|VwaUK2LdO71?#Eyk{{XB9 zb6Gcf9GYY{w}}`quw?$KiU&$?>qupLnT55ylegVP&-5Rut|EJY)4qL8b(;D+XqO@}mdc!d zBE0hQ^oM3D%Krewpk)37@XdVoc|xsa7{Og5*2`rG-N?|H{!_G!ky%$T-cR;vt>j4K zS+@<#o$9Jtzm_Un2(EQT3=x*p95jS*-S8`^v(qEKo%axyw(yvN9o_jql7XN1tBWkl zB&F>tFGGB0Ek$y`=U2lMYu70vpDNT1@<>M@V>ko3#d7+4Bv7*hpPh&R=ZxTgD)l3; z+1gsiY8B&_IF()%UU(QMJqY&|<{l)H)@#<1&rM4g-ICF<8@{8Zd$^oDWeXe>D@&N& z)9%cOcS*Po)xQn`rcHUhma8SJub8E z??HK{4I>OJYBB)yQCZ>g`p#)p(IHuGjolTkY^+t>{O|J|4#TJU_o?+C5F;m+jL8`L z_#C(R3g)7@zLvlwdUf+m7ic0cm-FJFT^m-tU~U<0*F6c#enPz!hmSj*Nm$XzyC|!d zPN#Wvj%;n2kQ^7_C_bBy8K-I1cazDRg3?UK? zm4aH2+%6AxJxz0BF_dY?mXbAvH+#*CrD@A<+wKus;ZMk;kr@8~8j9ydRn=wH7t2tp z0bRHclaftq#TXm`fu6>x>vva4r^{=mMkT(HKvgFStB?*@@H3JHd6;}nXI*kV{^Bdb zGgfHPN$pB0^CRScdWz-OO7S2?AK3B?4uWJq){6GIYWaQ!Je2#Ly~VIINX(n#V}r1r zz!B4qybS$n1!uEDtX^2xzB1VUxbIs2TA?g*gmB|OTp!1pqby83!k`j|=8TN*IO9IO zGhRJ>I(wVbsP-UMhT#js>g(Kt#(gQ0L5ENhJX)h3KqJu9a%u2nkr)~7IIGdi9Oxc5R|mTD zN>m;}2l1?Zq~gcS?qj`|@bXvRpXXHO(QPCIJ**9$yQ3V}LdnSEiipMoaw}+JX0~I! z&SAVeXa-Wz0|CYf{{R|+^c}|`27a~FG7ZNaKD6H~ZpJIF8HITLp*TVGIm>$owK*2Z z++g7IQd+&*U))P~#AN>G?CLk7_ZyCJ_zr7z;!J^6o(0{Wr#*39RP&5N-I+W!DRdBB z>1Zc!|eQ%0I4nuAb)ISq~il06NXK zh3&4lDPbIh242UX@ULe9nY#1jnmOv>l_k#uU&1q8Ye=ShX(YK&1db!eKBv<-uT8PE zTT6X|1)G-UxxWtCrLdY<&>&y|Be@mQ$8-ELeqz3k5J_C}B|EakE@`<0WExtcLW(G$ z0-YcF%u_SXJ|p|nObO_sia-=mMF13p0th`1T3TZ`6amQij>GJBl27(?DlZ{`&e88) zIjLWGqgmC2R#IvTp}*0RCo#nqKZu`hxi$0#sTbQc`-n)+IQtstrRe2%=?qCK^R~_n=^yxLT$7;7fFv_g| z0KAVqjvJBn2BERDNd8^86{2m_k&(x0`6~I{PHROg9=vcA)~v=zFK4rcJE$X)ZMc!t z@ZR+T_Bl|{jl3THn*)p>cnWcZ2$mH$7=s%rnL1t#OF{=XGK|_py!;o?7 zOo}kkd3h_ll0of&4nJDCZW&PFe6=|$06EW2-LYP_5|V_IXBBFWNR9~B8-39zz&Igz z1N`@{QukH+M~H4!n1qS^rO4xf&+AY4h2jgp3%-!nD9*PxE%u1l2Xtz<#y!gepHW;c zvvqjBA-U9SJm^+pBxq+{tQ%<02abOV^zk?eR)wR~&W0j1-!zX$wU|go2rJ(PwFi)6 z>> zH#;1u)LhY#OUBxPgGFmgVVkSA@}ouTx2qqZ>G;=nZu`^uo$- zGU3(lrc5XUJ5$&WLjD~4*DxW}ZsYv@G?T@@#|E@#FtOySU~ePcPMfAFMp}6h`ccK$R6R|X@^E9AxH8bg>?2- zmYRHGB!>--Msb?-6qSw%OR>(_cv|veCBL23PhXgp{{R6=sd!^9?PDvc$@yKqJrDTT zUe`NUn1S?AFx0gh-v-P=4Lz}Gu>;h6m6Bx=ddQO15x#B{AWk#U!EJ)wr_4*oZA z#2x|lt^WW6+)H77bEVzq_rN?2*@}!1572}7Rt(l!jjVy1F><|02W*)2&qf~grKL|D z#If1RUO6{r62ogL?Ss>|W6g46q3tQSJySbqO(|UT#qt>rNeA1dP`s2cE5eTTRc>aE zJY5hR43`56M|17(T-K}N`zXnd*Ee$K051#q^*@08Yr}>fyyfha4^d7Db2%DXj-+kC znkM;>?*)CUvq?qdB1~af6|s_{u;%l8l$53cu z39Yo#YU)x{+Dj-559A0RTKDjobg0MPIV<8}Q{m`#Fj{$V$u2IQ{2+_GoMX|2Wn$Jm0C+3-zyEkbPP8S*EO_P zjMQa2Vu;t8>NL)FZ3@mo^V-12-Z52Q!`7qbOLbH1Px#kRVj1S4F$|uV`qxY`wWG9{ zoMQJ!EZPZdkc0E7t*s=rWyPwn&#yJnd1E-nDUw8;FgjOMGh9S|(VL-7?u=bI?qc&! zpwe%5CpM#LE7&t~c=o`pCBD+*Ahcypa!jF{pI%9!piGagSG%`YQ}X8{7&YBXI;x$T zMl!(Dk;nLjHRwD+HTA8<)4?;AwwBrVMYH>*M*|*})_8I`wL#{+qX|Ea%JHAASJU7y zT!?w{Xk_E`exvt&j1BK*@$<|;ux@@Tb05aq;Uc>{M znMF0JN>*ozCC7<1J!UzhxV=v;!wC!daKjiq`w@>^*KanVrcEoe4>j23j9`qP!xfvV z!@6T_AIldEKs+}z`zvKYK3pHIczFDK!#hWF)uTaISCGv`AkD4S0C~ijeQ|b@i zADO76f@_$-lG%3!8;*LPrE2*Jzb3553WJ*P>Spzx$6Rof;&V%(lk*e<+cjY{7$4@6 z5Z_X3pfRp+2U=e&4geVX*DSLd^7}@LoEJkL9S+trk!=E>XvZ~iEL8>(6?4Jbxc*h7 zB3z7Ap$P3uiqH|MO{`nw`@nYRAbxnR+Bj&&_As4GY&m?SP^Wn+Fi1R6N+Xv8kmL|?j(g&vc#yZub~7$K!O#*hlk`zvGU#3?)_gH3eJ=6h zLU7SA-5Y8=D}KJ7ds9EZ^OMRx@MRRW|;F#DE^k8`n z&p!RB+c4^*1r&pW#|O~&>_0m4=SE4{olvRO9PQPE#~XQ4w08>4D!T9pAZ=29ovMTC z+OC-UFRg{fKJzEa-5tdVpYfg09v%t<{3s(RDYor&tK@MA81VE&cP z-q_7(rg(Dc)xvdOaqUDh+BF@cD>2G#YL7yFo$={N0{d4Br(9e(`Dc@!n0oZ>4jWs& zDjA;MKR6AN5;~FIx+(DWN{-5C#-=VXS7^w6zJu_nnKyI?>5A*cm8j%f$N5yt6lwP( zRr)P;!-gcjDxZOi%$G!QYo^>>58cM(cROm`w}$7MNc`+U3Y?ts?f6$$f_s`!Ij>&_ zlTgDxYu%jHanqWx$RSI3Rw&mBy|dP&rJ}uagcaEiRQ?raJB4l=(+oI zX$uZGrcp%z9eUR}tN3&6Hy>)Wby-2ljsEL>4{GTEq-FN0oFh2$$hb|x^CN?866znD z?D8+DBd6n0d2Ee_QY*c|2ZM@hAaA?_eMNl!BZnzecZ95Z5X|PjC3A>e4h={)`&U@j zR<3gP@t^n&C-!xle5Tqzek;$H3smV*8h>d;^f^JZk;gRs=!2F~T&BBqD_&eQ4AEQf zArTG+2Nli6E_Dlrja-ntvy+gu#_|^*j%P}*%(O?K-D|pSrxIPqyQbASKai}(@idn+ zd0KswzD@*^ouK^({{X79EVNZ{p(FDdPTb?JeSaG1?6j!hSj1@?NF>^%o-#q;dy2>E zR3Pmid(_cMMP5ZaIB%wrCe-C6Mjc>9z&ZBz=dEd4*e#R6BeYqJki@PD1n@ZOF;?S< zE=+i5z!FNwryW4{UrofTt|q$Drh<}cr8iP z=NVGA&K5L3@1DPgYp#wOrA;EPa!#UKoyzdcfM=k}jNlA$_~h3;;-4O9o)m{O&bJr% z+Lo{|FZiF~9_GAX#6J|gMX#e<#VmFft=2nShHtBNt~n5~Ic}#XJxzNUe6rfr`;KYW zzQ<**_}b&dx`*0tf(X~;h7~_7E9gCa&svHrks5!aNOn!4EMaK5)8w!ibqie*+)*p9WmrQ7Oy zJB?FIm7PF$>wbjd8#|O%( zf{f?fb>kfLtY+iN`H>csb~~#JI2to{i7m{NozhP%nUT-GOnnCepK@3ZCM z6p%Xs&1KtMUB_j)@f^}&j?RE~$Jc{edRt#l7~eF7S-xNgTJR-WF`q8xzRprtWgB~o zxBmc-*yXisfwoBU0Q!pQY-NkcFf?}358^5S&(!y;No@=Kd3d;Po6KD`Vns64T$@kZw=OlNQ4dK$sgH58ur?D1T*#hZZQkq|s@_ed zua+Q$|&a^_^R1tUNkJd@O#*}K0sQ>?=SQBRggHyj*r0Q@;UD=+&O#2UQ5d^%0so@m}5 z%GkI)!8~HUsxB%D+nL&OdYP?y?xe{fRVSu+KZRC@TWu!tJDUeFTteHDOyq;xj`g`e zgKq6K`-{8KLq>&}SGV~jRt4R(Ne7rC^5Yx@1CmY$U)Hy$6+OyOwzoZJ!rv5ht#)Ly z)izk(akR6aDnsmlgr7rQw2VR%^1kd4!=c9^v)_;h74n?X^Ts{!D`&(0GuJ#Y+iY&h zw>@p<`Qtx_Z^F4T8ETTfGo}@-qdtz3HQvql9FLKQAfBh|*nV{l#kxC`l@!LnAb;V= z!O0!7To!}zgHODfW7X{5#z#Li&^Gw`e|H3z$OgSwDSlIV?W%@Bse+J$d%7M^8($rWI|W%AI=t z!S-KSd7x)69}R$UoxR0hw(%aDaKV1kBXj&Rf~0^-yIHJ% zc)4h^$p;$`yRvS2){U2AOYXb*9_g3uGQ@ zWQ=$3{c7N`wFe^FJpC)G95YjQG;=)0DcZ*z$+-NZKT42kR~I8I6oq?`yw_&2qW##_ zev41!_paJJIZiI~oyeADFS3qW%fnL1JaSx-3~}^~5M1}>x}-&pHAEXxMihEdh4!an zzJiSyQI8}Rhn-TSsyoO^YsRiQAB{eW*vzQ#vUc1(YCiRTqmmVVdN;K@iK4AKhK-Q? z!;euwph7olN>=SjO%lZv;nJfl5M_--^ReN09<%{F$f!9vK7yfX8P6vJ&{RX#o+*=Y zK%k6+-y@|hEdx1?OT&!UCgRTxk%ooN4n2=b&pJ)a872u;LFiYJUAEdyxUV}GmQlp( zEg9KE8B&t6ICYGJ^9+4zWFt5rS7Ont{pD8riiNDLnDcKL{42((!%h4%{0_C5E~w^4 z%yW;zkwW`dM>Um_M9(F%Z9%y4>0V!{U0gJhIF->DlBlNu3gfB6)hX{ZYfl>)^g9DI zXaRRs9r9|G&b_AFovn1Ghw!h=e@fwP;+pR#wPTZSY&H*0Pg7on90f@`wPbV3 zsy*}jQ%+BjukH6Q2Qm({SIfRqf6pcSsIKp*e|W>%c@AJ3<-q4XY8aS_l@c=hjsk(! zu3UsAhy(DhyTW=LQ9zfID0wAN{XXL3fn6A!N}&#Y%;oOxXXsFC`bF5ju(_7fM(5=@ z-R#4oel_TNU&R);{{TkUY{W0qQ#YRE8wLD0Xwk0O!;nulQHZu-#p0 z*J~|}%+~VfhlPrt{=Ikp9Qd7m7#7;SvR;Ka^ONO}kABCTdQz!?cD!{up)=&g^y$T4_pE7S##MCSi0>b7duzvf2XE>D*m714L4bctTMQAK4g(F=REQ4 z$3DWQ^Aqh7M#4R;GN>PLe&w(^A4~cBzlUq0|#uW$gH^~RN$U_0ZfWlGlRQt9AcG% z=Icra3(2TSB>cv!$8a-=20aZ=#yIERkwHo*6tn{iO{A_CBy0oo5IYRo z--U5JVs6P6;cd@5)=`>h?V?6zbAT7G*0ikjw6#Eyf`NJfptEPW{JGCcy9So>Gl$|? zTQ`t#TUQ#N8`PmP>mz zI*rPVA1#25PI?yg9q-;^#eynZ$3eihL)>-)JswzWjlmNm>tEM)nNM}EKqjt?g_>b@4&?WePM zn(o~VyBOu)AXOMR1ZT0vMRL}xosxPTFAqLe>~;}Ga0UwCV<)%Lyz}C#XlrF}6~(xd zRcQo~v_LED9ZR+k9)S0)9e?6Bo2RQ=X|kp5;TRrYF(r&-~cg<{uSA1$0~#_7a7lL z;;s@HXO89+@?m|dWKiBfE!$Fi7)NcfBu)7G)1+MJUu-o{p}HvQ3%IO4c#yRRl!We0=7Q{KBxT1}9*&F@?!pk3aW zw+2u*x`Wk6Bx1N{6)ByVdR)kt!Z-Ro{{W39xz#Pv?(P&NyU2l}-}EB^xa0A!Sadr{ z$zku>ysqRVHcui%s~M1p(2u$Yf2X}@Xde*ZwhLvf$s(%omqmAR=_h~q7x-7Ng~cg1 z2Da*6BQ2k^RcY(wbUq-{n)=4(+si+`jHqBS&rzSm3h?XcBtCt#@okVe4i5zia7I7R zO7~q$T+`oAlIAT&(pXV)#wnG)oepcvJV9lqY8paoNvlKst1%AtN{5s^0bn>_IXU#j zchjn)Cb}GO!_CKI&n1UxY&PMaPQt4`2tO#tTGf~s=GyU>_<%Y ztsQDbf)GIr$ABxy#A9bUx^P+$r)G3IU&Sa15Nno(-OF=v4t8_ggUBCD*Kuue1>`Gp zYbZfz_@8jfBGqh?W>b$k z+-)c7Iv>)z%N=V^)nU!N=PR`0MZq40ho|+fSzxCf(bF31p_6f7IYOIo2gu_p*~fn8 zuN|umEkCpMF$hLj++{Z}8SVvkD9a(17DNE;^5QMLD*B9boRP;$qb`$#E4awg50IWp zkbgnxU34i*8oh-&$>?;R8~*^1YbRZ@ar7V>*WesypF%}*nsiddqsBbu%%kQ+IQFEw zv1C=AGSSGRpf%|%T8c`?1A=ng>45g;j8?1tvFQ@ICQ6ul!BI!g{7c%rJ$e`v{KM9F-<){$lQBo zs%pA`)2v!-e8lZsp60P^t={dv(=#(M=V>*CTI!p&?5M`-=DxF$q|7jWd@tZldA0OE zYSbgNRdO8R_6|TDYrK{hlFDd&*HEKyMmZc-4ZfPq5CxfKIh4o-GmgOe*BxrU)o653 zY9)J3IaMQ#5N$sy#-00&p4@l!t!sNl4H_`sNf}7S6+z=9dgDI*4Hy=-$pUQ;oCO3g zncRYYnflbz>Q*{+zne6Qih0<%VtZg?sTt(gl~WBS&d+X|EF@Sskf?3A2mrtt7*YT{VSz|pbrO~Aly8=Ry-n5c*e};}})okHzmPj38k}`yP_okrW5Tly! zb)7C7=ow0FZh^r2r`EW2h{q!&m@I^;?Z`N;{5B`sM^$EsjJdWG1J;VQl*d8&(OpGZ zoo(;KyQWoWrXE`pfJQj_*GX?@9kjM_#_1$}RDO1N2nfRl_aBX0^KQ-ba>W9q(FSRx zl;ub#u3AG;^adf1#Z#8GuA!qy+G>DLa<$^%5w z7C=uRf&96yI`Y~`A1h@544 zDjIVC@$7^qIWf9?+1$S?&5rO$v zA*f#@0hkYz91dz7G@V9MHN$PUL%`{i{cAa5@f9K21f*TP@eZRByTyM$LP#W)Z){g% z;Oon~&}P29J6tF$pOrxG^{ys+NiSqkZU91Xq@JhH3iUq^=p#wfqqNVNHZv@Qedh0v zZq?C+=TY~S?g~w-Ge%pbc-l8(u|Uh?wP6;D8Kj!s0Fdy<`@`JSo+#ADk7Q&DuG@mF zZTx4`j%y{aqL<6Ik0R<=i?lmW?yxh0-TwdzDoScx%b`x|(Cf5qUfz8=ONk~_iZ|Lz zo`=$|CZ}&ImW(^7^&4x=tmRp>IirWOk zolfQVrD5E=MKU>3PKTfFntdXK?^R{LNTqaSI8(_7x6-ZFMx_CcZ#?r03^RXs>+M<9 za#6fN6DF@|I!qy)d8&kn++nyLo$HeR(@j+*Ip1#FHtu)UbgMiX-PD?dg>9lj%GmxK zWMZ?loAkG_H=PTP)ZOpJbn{!hdUQA&nN_#BJn%qV z`*o_8n%qko53`JpymAg|4O3Y~DHrj$B~v`(HOmUMIsNFB3_R*dMkuSR_$p0HUY1)c zfMEne9Ip&VQU`u>S~^#Qt#tdL_K3u{1CU?tkD#loB=4reV}v!lQU{Sq`M$aI>spYr zJVBa2EO~@Ntl8k?ftte;imfVIOUlR6P^AhreT#;vZbPVOe`&XAQZ+XSI0KF2xIfae ztc+j-wN8J$wb5DlpGQc8&v35FO0;N6Cmdsr`NeXoZ|^lJ<+IafHnK=v3$ms&^{#3Z ztInHKJL%&g8^WW|(AP98L8F`4Emk>IgJvPrcgP%c=QW#V!pbo`kL9X-%un^Mp6<%- z=TA#%8e373yhg1fvi|^d1s%w&yS)-0D-r0r)$EEsS7=!fAEEyM3hTqrsXAP>8Otoz z6qAb8^f_%)#d2#}iX;%oV2pgSagyB$Z%W+L^{b0EkIT6bLmGo4%Ml=)`gQyTP`lFa zpoyoO!k5UAp(XsyfmgY}0j^G6)&Lb3v*%N?)*IO*S- z$eAyr(2mk!kuFb~Wkm#l56VFN@+ugmn#mqzc_6x;M4US|cSgXCtKR^D&mDaQOmOKt z+~;*0M2V#(q>pbkqlHD!nn6VXV34c$bL&;4)1rO?gJt^9amF$rpxiPVJPY(a`H2BWtUc zHrFXFvanZC5ezx+&QIV4a~ zjZYwq4oS~U)G%1xT}>lHpkCaV|hKpL&re?&FRWP)G`h0H^6XGF+*< zl>v`Gx>o0L^*+^0Sc_Cir#aBzpGjYlfvd z@TGX}&ex2j}~K{`lf1s4(#j1UK}UrO#_yZcms zYJjYa(U*vNj)4BPMkl%ZRFcI9ml8rFo6I>ZPh1|vo|U!_5n2#w%Wj7zAybs&7Yp-s z85Oi^s1XwhZI30p4av9;JA!e=U}|<3MOBLL`AeZadFl_nOq!xasWe$5dwijf-u!C( zy22<`FmxW3)l#h8oML?Kd@ShIagoAZMDRH*r>1K(TrrrRUV^*F(jQrfT{3w#%t!@C z%-HKsw$XI`I{{))&HPMqYoZy1X-3jon4_4{ttOIIkiz>(&PwrKr{S$?$3u?dc8XbU zBvBehqa1Z4vHt)H%QjKR51P+}#(q(OT=nhnfCs?qfk|c+r2WX)u4|*O)O=rmdRbwH z+R6giA`}JN>c{$Gxx23sYH)&MzMmV1%FU2YdsG^7n}lndw#0ZP6}SY{sis_NSFuHI zRSd2b3w!s)X9-rFTeoslozFq=oyElV!b{81h9&S%%AJ5-{cE7PyGdekDP>W{;<(*V zX!=Zc7Esy1O9<2g?bVNRezlL{ZCm>_;)*!L&m@~fJmtMe#dgk3trd$}>W2xE({!*X zP{(wG`_<8Dn$4`5LS0R86-yACk0?vE za=agUfsv5lj8H2IDDOx*Q-`epQ#y=jTY50sPH<_Dt6ILFaWoTxV?xZQhf(W;RWI$# zQ@&0kkbJL>0rWM-D@knE^6GBN5D*FeBiL7;TN6^8?QIIu#;4lTQj2t}=0I@39&&w6 zZP{JN3<04e{{VOaowdd3mvP$J+WoAEBe-G^ge@x%ADbfo=53dTb;$EwGL}5BWF+XPNiqw8^~J) z#N@ulSH6t6D zAF%d6<5#Wqc*p=iF}J83)>Uy5sP7Glw>HJO;0)Hukc!BHNe?(;e~5iKtSNjMHSVo6 zw)24uk}*Pmh!1b2SiIELt`-nJW6s4qsQ0a}GGiT-?Ff>}Gqj={FelXhwO-z8$$PDy zmJOLE3HyDeqIt6TImqxIj&d=h2dz4k<;iENIWaJWYHcN{$?H*nrpXfh!Nx)3 zk56if=J5TM5EFzdQk$2XkJuu2IS+pzk7^{bqk3*s4CIZj922Lici(sI%0c#y+Y zld_3Y=*K&OB%=y`;`2{ijBQqZ!G7dm{{TN~r8b|b6ec*9HS}Ij=URRkg)KE$-&4~5 z)ehmg9mogYBd^fcwML8`xt_+7!p=I$9q)mBKPIIr>NnAoYM9svz>&KF{>c9T3hlLK zlFeh4C5L%CR6cV508lDxOsC`v{)Y8><&inF+j#Z z&UqbkT|K{tY~i{4LxSuN%aNRYGt#w^IO5?HD8@LhT38u3dW=on!qdDr1)ao`1QE1{ zE?4h=^}h~lZYX1gO2&alQUL4qCZwi3ii56Cpsz-qC{tF7CgZwPZz`_?lk3=2ZzDMC zf#@na)e7LmvCABqN?Iw1Z4|Un198PZAN9Y5Hx%f9)=)CV6tq$plv2?^3H0kz$8uMP zR(i7|Wl0rgJAim`gYD9g( zX?>{NAhWt>Qv^Ba%fhJj>T_K_k9&Q0_IR&e2-$|@&Owm>04)1gM}MK&U#7_-P(jL^ zX9wD;e_=;&AIcs@L7kxGjc`0AT5{7=H2M`hS>d1UeKUL@8|ZRV(bu|vp7r8aa>)(L zB*mecHY>S-7$dU}>t8~{slu@+xNxc>4kTmuf$8<*^{*@Vk9Vf(PyU6a2D%ONU47PJ z>9lqFn(eDjoZ)6T!O7ak0^1s4GflQk{opbUZfTdL2q1!b?p}tuh_vlYIoTf6{^JbR zjjgThWBo&+{_-9_D)F&YQ&vpd>UCPWM?rArTjse?IU_vQ^T#An!q6#pF>iDS=Hu7U z*E3@U*7aFpkYtPyq}ORJ4;pSR&+wuzQEDqUQS!?8IS`bo5T7gln6Y#cw#O6)Bsk&)8YF_NSMam2#t!5 z(wnA*@&INFh0be>ZBtZ>#8*>V?U_jk100U{IrOg(Dh1`)#d>A+= zxChdtfu0WHfH6I>(z=^Va8z;EgI1=~Ah=9QipShnJTq=ta?NOG zh|8%j;k`~U>JdjXG_YDY+DSVR3o++CKD{$p_ZqaaObmK1k#xZQ=d=v$!?y$;obmx3 z#dZV28eP1Q-kXV`SV7#Rf{aKbxX*LNV9DXTdy?kf^5P4qn8mtA4B6~{gSWOtdUWwL zqi22252;jlX>2=Ey=y%wZ=uqy3M-bCBJ)&^3Y?)hY~+qIG0u6a8g1+s_mjnAq}s(} z2xY$ZGQF%?xzrss2LAww9+TvZVWhSBnMYR39^Rd^ zQ~v;I$24eu&uG#TcWy-)1P*|XoQ^rCuZEynB?l%yaV`Wc2G;&k;$!Tb&Z%W150_}iO53u~?JU<3#JL3RILZG2>(lNnMh_i*O?j0wM4u!V z%D2_ zuB)V4Nolp>g_MuF5HPM&S=BYWlt^dtoGUNyBN!3@c>HU!wsAg>1kB<_Wa>{pTJo_f ztvgiaz5f6M95qPFT(MgmM#RyaO=B8GB5*bj(;X`^PZZzH=0^>x9Oo=p?FZZdPv={@ zssionn&oG=Nbe)K!5dw7GLjB6{u!@V2`E%osIJdOaj6L2ld;#>_;q8kNv@*?_Ep_3 z26mJDBhU)V)OboeS)i6R$jBogj`W7oH%zOkVmSm?YEO8xIY~=Oisv1p z*~ng`;iR3kg=*qVn9G%eqf7huu@re!t;fq2ON)$mlg&^k5l( z(Zdc&{`nr5>G;meJV?S4tdpVQIk_MUA3mGkz{(`v1Tb)em2I^360RlMJvH}i3 z>x_!-jfeJxl1%yCxT~=|F$V`8!14H0mR=mPwV2FC`42)zKc8CWmKvo==&Xru+8oxK zZ>VZA#dOw-YFP@%nBC?B?dV9)HNB;HZr;Hd1qd0pFhk29bN&^)sIiTxfk(A1b<)B@ z8ogOJ85~IpY>fga>^f7Aze;1w6M@TpYP-nK)bZ#mtsz{M?f~IAKBlX&EON&*hl)|s znJtPsQAI5Pf{H0<7}w}21uOIv3S_ZGI8q9A13^Imj1ihCX#o>k_e1zpSR;ZlR_J65 zK4JLNxLBrCGL>PFM<9%YSvr=11^vI1v=l$U#NZ!e)PE}7Xjy*mBBQC4BQ9kEQ_ptJR9Dt{4J64QAiy zR(IH9yIoF00n)f?;CjK0I~jUK&DG@b#d7c@io2D5Z=2uH)o&Siajz_X+h~mUaSxqS ztc&bDN9sP6rut-d5qa5tk&nEmmHz;0uboO5QO(PUnFt5fxXwVWFz{(wqSQRk1(tRb zWVuNP1mlMP0PFt%I)Qd9{$Q7DA6|yKj~vfqs9u)S^uI1c_vHr$PpXaw*R669SzqS? zK2!WBn&+)b3AT=i(3JH^=(PL85d?9Ao(~7{r>JkWd5h7XsP(LfE$)#pBXl|Jat&)) zLqD3UB1ohhoGCw*c-3gQ-o(!hQZDv3uVQpbL;$*ZVaP-GcY6AD8LW*z!?Lamvm9V@ z#=5IJGc>Hv7S?gXoc_O+X-8)oj5`63Pg>fPWTRwycsenq3(0EC1L5m?n{O|LyZalrEEsyj|P56X(<=BL=(mZyKg7N$Vzaw=UPSGuvA?7}vh z5D6dNkLlY7(vtB!zuphTR=0*M1;w=2U05N0M{bqN3An=PT<)r(mDz4Re%PEf!lMu2 zcE{*y{Ccvw07yN~O>x&zz}loOGOw0p8-_T>d)B_WrLv7VYAI|i=4`BM$mbrl&Dd%8tEERImj+3Q3_~cu_86-3YuDB< zi7fZ3jFK4t09@A4#YUu@H?fbhOIW)dB-%U*a3bV%BD3bwJhsXVFg##U7l_158(hI8 zD*f1Wttj<-S^i%(HehgY!!>GAz0)5o($`Xrz4X?58bv-IUWB18j!N6 z%U7Lgnx*RBn{O~WsuoAbD_zR5kyV(INC)(scX=ScGOHtN_8brgr`IPwvwL@`q~ChMHEzwDJf{C16|fM-p6S5 zst>ASLL;{=k3-F0Di{@Em0^Mpdgi=A73HK1*5R5q`BBtoY4@&dO=vR{uN@p%<31KMxM7s@A-uKAI|mwzOZAaIUy;D1`m zjy5yWS}<#|(WI>z`A;3et1--v$K5`J)g@(h+@uvf#RreAc8N1Z-BC+B1yR(KSl9aO zaG~;9K*tg|6=8Lu2X>({m`U?sdGmLFVF9YWRtxX6HY$s-lx zPQ2&wGuo#@6#fKOi${bg-5&44t&JkqFf$tSj z9gKv6GF`9^dVOm(D5qp<<2S2zI{@}}t@1{g9WpAsx~zUgGQRe8*QrLxETgyQ50n{lt9Q{G4?H^#rV~%Rj zjZBI_01ijiu)GtzmCjnN^ABhi?$zLI5s<>OQp_d8%*@7YZE=hS9AiG9e=5Yk@!htU z;^}nh5WTc0qDc^Ck-v!hjzA->d9KDgn=MM-JBVaQjn^qOXCT+8u+3=Vo6oa4V9^;T~_>D5Cpk8>VWWcA0>>sog@b>xbCi@4Wu>Qj;W z)_gi%p%ciGUdJS4<1HT}@f9(`SL|x4Lf5%k;?6mcE2)Y!Aehj6r1sCQKfr!aS*8c%13ZO4#MsY0tEQF~ ztdr$;eY+XXv{r{tGx<9tETTQ)GQ@uqbQF`IXc?1f<3B0S<5Rk%n`K?BIAvkbkMo03 zPC$&J4gt;wL0(U}WUXh^=!27H4bTQwz#Vh=R?dkeFQ&9Bo#@06J3`-NDYDhizy%($KpHhNF_;d5rQV?ZPwDKDhO(dY&SPqI`jV zPyzISQtyJ!=0E0V)Eehzfmhar)xAl~;FkWRzXkW3Z1^R#B6Y+#0xU zpt=efBP4eNo|Vb?k4l=+du0*+> z{R~_w&s1%`n`tYMk*+b3#aEX{gd7OHvs~%%73HLXC9@@ZWg9=Ct$4gZvB;@1G)%*S z;f!?%*X+z;=bty)o_tCwh>!84>@+`~!?v6RnCpAfA=#VX=;FMo988SQP~47J3uNsnq=ktyg)O#s|u^ z7EVbg@ie&ulU|*VDX|Cn%||uFR^S;NE_w`PpP;HY`m|Q;B92A#SnXV%r_c)H&aZK) z-rZSct!Gu-u3sg`aa`50QKzESg^tO!LaoFO7d#d?{VL=$r0bPDI103-Aif|dFTK}?n{JancC zcE<8l4msy<(Q`c^5`?(|q~QfD`}7Y~rT{$w7Yj+N&9dQqE<&@_5b^`^9H{>Ri- zRfevzZHjkMHqh8D^8k8%Yg`aUau2?1z7-=ic#6emjHh0G>M12i(|nEz1R?Qi%(T0*?t>n(d7qnH40j66-;4%znpQTt??X6Dbjy|A* zMRHR3g6c_(NoeDo9qo_hS0S~$x`CvUPb+fpReo>QqNXKM++NK~;%39@Xrz!wKJ`Xj zY6Ks=xK$wZ-OXfZ+FjM=rY-Izc^k|qa&Qh0U&^7?A-7#wL`tE84df1|Cm*F}Dy_S2 zjbj*m%Q~LBaA8!oMpb@1rvbeY>|UMq$vQrhn(5OI_IOa3CQ>h}6}sduo*O{*LSUKv662eo;dw1GQ!KgfN!ar%s6t%QJtI=Jjyn{A13Ymi-OM>7)c*iF!qR*{ z9-(n8jv18*3W>(=T;idRSh+FBWpb?d0|2si?lb=Y)~WQ3TK7kJ8*4JT+Ql1_*PeRy zu1L_SN-~U{m`Z-^R8ePCuuBj;wj&&Zj6qt{&{ALQ^pfUAk=TC`?N}#KI?kmPq$wgq z2I(43xCfxeO6%D~7NG`s_UY|f(1fDB;Z&W~h_tL7N@nSVBE1bbjY;5bAIiMbOde}p z6=F9KG7Wbt_Nk+E1=uR!p+KY`diU^BH07{Zig}5F z!!g0fPC6RptLB^+7 z6Lhd0NFP&Ahy7qbUTe)ptt>Yu&3`l#_n7?D%dZ*DrD_Xok_B0p7-9E0>rqP+3bE#n z#mKztfN)3$(4J`g59MBYcdWPz8jQJIlE?h!v~-^3Q8Xu$8~x$*J-(HV zOm!MlQJb~RBZZuz%3%CwW zYjAZKu2)sQmiJLeA&ESgzWWi&dR91@^3!Z_S7$W3P9;gDm`iY(+RmH|@yHm@<5ApP zNMXE&X_n(sXY!(!*zQ&IJaV86o_p6&)&Mked7FN0kkwA#!WIp4B<3OJNbJRn6+bb_ z9DQrWj2ySzcE03xI`q0j+gi@eJIJM(w*#~eo4rkTcJ~W&2$6A&bO$)DDjy6cpQ|$3 z6k#ghi3WDJY@bY5MQv$)YXg4+0r!W@0IuvUO0j&hS3tSA&oWw*a# zD^FbCEUzQGozQ`oP`T@ZG20ldeI`)Q05W*N#dG7eseb3Xmp|P!b8$yB+KiE1Ni2nA zAxp97eY#eLq2WlSv}sfobp?YdJ5L$Grg)Gxn>yddf<*)@iJqYM9+bxMH1p~0YiN>z zA;}Iv0OQ-K_pcsssn5+9W7Kof$ZmmdBPvt@kU7T{rFo{=E~YPoIk=Mrl=MJ2!1Vgp zIR>F7nID-VNWs{EP;kFd{uPy}>Kcn&J;ah>TzssDjlR`O2U@L1C_M!_kx`49Jrh## zC5D-&#}o&A_&dls{{VomwR8G^iQ$UjrItdM2P7W2?OZsxl35Gn?jr!6)jhiJeSjAA zIIf@U=q2xNbYZEd8(VXJ=TJ+_`6lyF?Qp4skCz|gU0sf$_I)lvk+t!f^XHA!;Gi6T zcOR`<({3(A$_$b`Jqj_-J?bjp)UC?xW4G$prtPV#XK@0%Gs=Oak&6Zx+B3&J^Uvj7 zZK6Tt?lQ;6T)5)64I5Lnv+*E`_SelxaEeI>%gOu1bm?A^sp(o>+~VHf%7W?;mwsu4 zGD{wC-47$CYAfZcthce{OAwN?xvguX-drIt!axHcx!4cW{{Yooe~2|N6X{G|<4=;- z(Hjg^HwGS_XHUwYi(l6KE3V5Ff4;V7^40{&jn2}?ViHaijoQ4t&N=&jd#0R!5`;R8Q_f_Ma=4z$1x*iGoS0Qm{_F0)9=2ObB?OHa=6jFu(XNxP`C+;zfIS=A(AR!%p_&l!NUs?g41^GVhP+xWA9Qi6 zI8+A&j!U0!VOoD@ywjp&iso2=0F91R0r+*V4;_?Ht5cqvvwQYFlP{r&ly5lbdIjw3 zf(gRoJ!_f0xm9nOf`k04ntfkX+zGpBkZ@K(*YO*@>@wT<7N&TO0g54BvkXy2s;O@h!a8X%v%hW!w}f=ubb-HKU+-s?~_LzXTx#NzM=Z z!niw#%CF3%dy!Qg-9Q=6)0IAze^7(fZgWFWdxiT$OM&skHCzqn?#W zHte-6X#O0E?Hc97GKL{jBmf6eNT%wR-(x?zVi*sU#>bCJT{By{(=FZ?SMp>8H^wQ<~@XT?$Ks9lgTAM*= zeELQ=nqd24Uc8Ml`QVw36n5LYpdj;8OJOD3M?KZV5?q0}O91(DM^8ibt!expVdO@Q z7;IqWn36s5>r%m`A|x;@fmSHO0DAFWe4y5yO0|{Hz8<-|vn_2T##pxu0x{OQ{wt63 zrqi#Ym0?zlaN&n1(z?i`62g*$kmEJ#;U{=mifY=DQJQXPrK_lvNuHklDKY`UAbm}9 zn#Qo;JT}q@m!nD5o7j2^=c3hKDZ)xaM2*}v7N$#zuWJ zUT1sbD~oIO)0S*3jxtH)XSRD(mwLpE{!C+Qa7ibc+I6EC-I=N~ld?2XL!Kbe*J2OHBrpkO3#49M;BXJ>pBd zuO;m*;vt9I({Z9`T&VNq_Ja6V#vY5xG( z>XV@|j(Z-Y`U>%Ja&xJssTR{n<>a}VdqWVE%c;D%dz*8)6+!E`a56Xox?3+0wUx@) z%uLJ>GrmE=J&5(Zl4IC%%s_FD+*dW?1!8X5+4nOB z!;BuDmET%UbY0e`Mibqw7FLoWaik@Hfi*W9MEYp8cXK~g@a%C}y}$(>25?E*!#wb6T^1#X zqbTTj$m8CvUu)B9nrO9+B{63?kc^H&;0nZBne?<(VC-ZE51gp_)_jwxPm=nQuBEZC z`gN6_q2|Qw(mQW`{{X|D--TM%JV#|~8pCC|-*3#><??bKA{6ihGzwdU+z=kK^ujg6IbSIq5&aB1G?05A2 zD=q~taHFraO3J_!x9C8@tv;(5-p8Q|X|uLB<{cl)C*{dFtXmg_8aVvLC4nu*FmuzI z&$5zpxny>9DsTzuR(vmiXu9FFyntp_0cK;7AE-Z5Sw{zGG~L;if85P3jOj#h;C}W$ z`|MF&5z}n4aiz0=v=MN9`q5n9*`MAyezy-Z4_eR@O4B2@)I^uET+TvVLYs_a;NiyX zfO~p#S$bunC|HbS!5c7K4ltk${WDm)ZmX%?$>hGJc=mFQ?dHDaEW8#3^1W9BrzX2A zOQp9FR#9>P;lbG7!!$8QaB;w_8^<>ifW+@{g#d6W z#oyYr`?j4GT0HX^J!&|$32vLuOLCzJQ8XgPN?fU3nKGzVc+XMO)~G>q zEv?6x1~K{8o%1BJnNT-gay$2`GXUQ5O@x$d=iq~xNUk&N+* z?=E!VG*OYTZ(OEaWY;a=%|GpWhuPa|vkjv?_~NhliqczS6s;?6gK>-ljjhxASBs7P z?RC)OrFv22TbF!0W+T73J9*p&Na{J_x-CHMiy6ijo_d<2;mc==(LB;jn9H%}C#n5O zrPl5i-V>4uC$Ozznuz4nnU`m&M+M||=d7+50CmX%y(3idE|a88(A{0Hnhp#xjqX06 zSI<{>(@(3Ggtqv|+ClrcIn7*zNb+x#ywbZCBRx;K>TB7hRy1kaN6%v#l~(S16rMKH zE+kN?azPtOF^mD%rgK$?jWlU4KF<{LJ9OeBxAU$FI2_xscSy!E$fpPK=QW!4o7-$| z`0Ke%aMs2`bI{~ZT@Pimy|$TGg41$X`md!}y?Ex1Omqv>*BjvrSJL#@?_~=2Ga+HP z{LG!}r?b_puI2MCV%i7YUcmd;LR|jrbVjyo-ZeCsWP?soAR&p}gVX+_ zJN@Q4B-J@Gs!luCz~&i*@pXT?wmyRmK~jynm|Cm^!zVqemc8KZQ(4tvxw8$ro-9e~F| zPh3~MlR|#UwsPZY^37Q1Z|(MLcpq_LMN_x182)vk6d(cZ)Y9rCPOEZIq_B{)#Ca$W zPJ54fAdtAmexK63T;em0cKRKdNvTps=98%#c|5s3XqfZuT_7N+AmnyFqPVEnBd0aJ zqh6NHtf!DNg!lHZM&04jnortflN-1w zo6qBlea-Az)r^*=6j(YETkkMDW7CmdTY08jTHntU&g8`*O}XF-^D5MgVR>#;qT;nZ zK|E`t1WA+5nO%V;W5F2u;;-BI^Ff|pEv_YjiNN!sz|Z@`HRV>8`(tk|V87m0JRhj6 z>-d=@D0Qr;brCdcyPS-DDsj)A(~0e6vPn3d9=&X{Sjsjj zQn|)Dp4Ek<>7(q?yD|dU05buTit6T%eWy@yTmiS4wbK(j;t9OS10DcB^a9BGt#*W-Aa3y)+3$($gf552A0uyb*`px#z(-&<+0wp z+{Q$oFvB+{yK>3emn-OJDr&6M(Iuw{#evUi(6>#SNe!09G1oOk6ind?l7p}rt;M*J z?c)(dO2&5_k;XcK>s?hn?GI9%oe1+ab4t$evlMvMlpJM+X*ZL3Zyb zT)OHr>S~Zd5Q-vsC5BI^uD?l=ODz`a*_5%DY2V)}YaUxWNZK`HI4RR9_=xD;>=m zj@v$#J3UVBZEDf=gt4)PYa!(9aq`I%jgGDf1Z{kBI(zl59Z!??SUmDH^-{+QyWgm9 zloC%k!SB|zJUihu)~15oq=rR|w2IRzlA(?^{{VYD{{WF)t6EuI=(6e4M6*L1=E%m1 zvfG~Hamf5J+}4*%c4JOURR!|$Jl=axun5eUWw?*bjnsk&?hm-`D!OelSt7JD;Y5V&LyiIJN%yPK-C1A9G|>|* zj&kI%1+m6)*c=MNq~lK4>U31ED9@EMlGQvZb$f6nwN%_eB^>PBI*cBf&1J8KHQQv^ z`b^_+z$iD5{C73z6KaAP)?1*#+iEdUlOaEKKpn~8R-(yq3>)rLLhaHB-z9(EamIaz z=UqP9FovhkWAO8-iT4()++;zX^(3NAerwGBia7|eJ~^+Od6Y2@K&<~j4a}Z zQ;ZM4YvsEqf4jIJ(z>5ISzjv{B}d+6=NRrzYMiYy?sAI2F&Ww$9^ESyivH;z*>x@P zBh97o_Os^63h6h0dxerBq81~J2I!f~vK_N*y z2{OumsQf=F%#!zQ$+x(-G29>xBs;Ulcx7Stl=}V#x+7XMj+>E(!b%vJ#-b=gq3@Cx z!YKQ=X4(cjW3^V*bceT6tcQR|_de&+wJoM@9U0=hUHY=I+JE;dTMdU_QVS!=J4`a}NHNE*&%&|6CZ03T?ZE*}XbBASi zjzGmix6qTwz~i6iT@QyL^6b9Z3>LG&rxu#kTm@-mko>#Oe}pS=I%2nU{XW-57msSj zOXteNd2)*4HSe?lFh{SjHG!@8Ue#6|T@}T>#F#C;MqG4dTy!n|d8f>t#}!Fgd&}%2&;;!l=R#&zN^}&OjXxdcoK97_9AWG|SlJn(5G$y@^9E06AAA z@Wa=ff-8&DVY#!mn(Ef}{>n(RyI^Kfk)EsfMlv#MPe;DK)LCtBFRrAs;ze0scMa&> zdGDUpGliAzJU29|D6JLtHS8jdU`J@jl89MyG63K&=T+|S7h!0kLGA@@rO-NM^}JDn zC)$94j0HIr$IB(wn{v;!WJb+4Pnr)eJh& zoszS?%_Td=>@_2VY#e)44-a3XYnE1B+F{f4{*-HXO9W&S&tA3XLiXYHDJFs4T}}h5 zV{aJiUZxXCxiinkw5ceb_o#TcN7H98Pj((<>X9z;KOU8u{xZ_8WWY;>O}w+lILELx z zWgGP_DYc={Y9%Lu%H!I#tRi?UB92eK7m=Qok)~=^Hx4G4ZDK);{{RaA0QKv9{c=w= z=;2`1!goXw3KPK&U;w!ef{r>TJjMO*rvEio>mo{cs~ zu*U+sA!RiBe3yCh?t$F}yFcEIe)5r?NzQZI1Kzp&=85Ny?J^XT9Ds}zVa^-gzN0gQ zo*lTJW)iLHq{(88C7km3iX* zPfook)sHNW-AxiJNeiO==28dNvowp}v_<4O{p@3m_Z6r)Gm~;s7Rh5 z)4Z=C5EJ`=Pu_fW{d?C8;q2to)fZj8E5gxVWA7h$1O3LyxDJsCXOdM8?y|y4eRLQjUS3DZ!jw%%Dc^OIBo~>!)Z4UBf zgk7`_cu_j+&*Rg*bAB<@qk~_2QbuHrAM2I>0P9zsUB=s)9U3h59I5;bW!&9d$1F`V z$lh5BjLn<@+Pxod8ql&fpwgO=>Y6iUBf{w+4&+sNi?S^6#@<>2#1;UNj&W61=Hm5{Q3NQXaZtmW#jEOcD$#S~lCwAGM3&uU zhCDN=g< zwT-LX-C403ebn&BImCh%+mL=@3G6t}9qGj;(kBw6={sp{j;TBwsG=&JWc;HXoc{pq z)K{Jje^S~uYqz0sz%oAqiro3uV;guIQ@HJNITmQQW8t1IV`gUxi-x6oOzl+SH2BbetKvOOvmp24J&b+=g8 zJAjS1C?1}*T@K&1cCY4h^V*~k2Aq(@@SydqnIp*gK_r|3S2Y{9y1sTlcRwh{K~91f zNmfEtO8v!g*WQztDC)(=H<7uZK`xtf9mL-ta58iEeGP8wCJV_SP|Dk!w%x;#!9U8K zrhSi7(PUO-j^#N*dS|*H=xZNL(!^S|!vs)A3Vn}S@%dcpb4l5rb9a@}*z9a03vZH0 zILSWs#CW3hrjepo+H->5g1d`}R^LjQfF5Qz;PDK0a)x5~%UitlVSmGK3;EOC9DKmw4YV5A&3Lz*7iugMn}U8FYq&5q0nQ)f?G#u%ciZ4wf3*p8ppxla+HYg>YV zD@P{f1K9rn`sw{=_m)SaPKxC>v|kb>wBp`({{Tmjj1qp~Khm_XuRhywLjM4%jFnvX z_pd+D<9qAWMj4Gict@@}16`^47ml^(=Q)J=78);o&1hlbrOq}^xD`g}fL=)22Q_8! z%M)0dy~?B{1CLW)1|FN7)KT4gE3&ju$Zr1DZq;FR+8}81I6N`ula86-SAF5zJ85*# z^F}9W!xwqJW?|E>Vf3#bxzr?iIARoVsw;BeUe{z>f3n=QoOY-Myi0-^yO}+6>0fz= zojg1gUqpEIp(?VvHuZ})l4-3WzA!pI71?((jOT802~s;8)Rrzt+SuHO2j9}UJxf}- zz0{<+mN5j+g6h9?w{ktJPfFB0*_E99-^E^5ZAvw%bHkz8gS;Or>UHVrO-!YcmPpPS zPC=@1uzY}j`t@N>c;f@5e1dX>)RyS&lDgErs`#EeYY4oC{{TvubR+J1lU!}qqcq>S zx692Yar1RO`Kvx8w`I0lq|W3xW9kq80A9K66`pNTnU4{tA5w5Xk*~JH<`Tr=)knHK z@2f@EDZ0LbHCbhQGOMVC3?g&>xMMi<2ONymiy(Zj zl~gyA+d1lc^N-TBccp|fUMooJ7w=h1f=(Ca$JgG9Rbf?fPg|JRqIpH`p5>(TV|Zqa zm0(5)Z$s}`uW5Q1fiC0+KQZfF{{V<}`%PeZ#?B~ZQI9Y;&co35HIr=(wCuiM&PU2Y z;MO&vEG(_M=x}nJyq2;$hQJbI2e@HU>4ex_g1J>E=0bky_V%u#=EC0H7?}}q{4Lh9 zCbdal%<4K1TF>iE=*?(XbfwIXK-1*=PM#zro-h}+VO>EQYSBvgUUp=hdynf^d@5Qf zq=Mk@U7OGmlZ@i3_?F0BTgsaO{w2>`j-TOGRYs*Xsq|QCs;05(GsH73^_p44`J*QgQ*qfVzr(}6V2k$m}`&TQg$^D@_m1I;#K3T^n z{{XF7;NBzo-xq-8qkh8EgjjEU@5}?0EJ^WnG}N~Y@8l@ zpK9uCE}*)yU$h}<6kzCQ!^>r#km96Q<7}WNkT2PWQIqoT-jdkOJs0jBn@+q2_j4pf1(0VTdycs4 z(z=`2bZG2g)gh8=c_rp4Y+XQ*clk-fVD{kA1k|)Vn)UAQJ=v9E;v=W(Bx{;WTWPY# z8pL9ahSmeB90FHwVnG@8t;k+myD@)+{{TwNxns zESFY{vjRE;ll;2VbqOMrnBv#$u47;qf?+ru0fWE;r&`vmWYSARnwKmk%@5Shy1Tn; z)(dj$4&AM^ZjT^;7{?ppZ9Z5LkdezviV86FSlMqV-4=!a;Hz)BS6^U&OxY`H@X*kD!aZ_DfOKzKHRs=3e zk%By~}bl)A`p= zX=NtKk(Mx~CjbT<4Ww`?TTzwKm3J7!o?ER(xF?|Nl5yLb=KMRU&vm6+ysQMIY-5fI2NkD0Hw%*aRxCp+3}f&$)}Wy#%frfz zMa>tv&)r+aEU`xvh2B;O2t6`?&o!qUlUhX_R;0xWHX0Zhl;GzK-^AJP#ZkMno=J*F zZqCd&*rc3w&IM}tb3ne;AePl9256MDc9Ki9W2-RiPvcag<)M}~QBRr6L!`7rcWlAD zxeD^d;^ z8TSGI0DR=t_RuXgBYAyquV{BA(0!(9ZClLaxW_sEbg99qTXTlAl}kBo^D(s7xRYGe zE-o$Nfp@o=61D=80NQc^B$1Ljbt0DYSGbkqhT7NVR~aavE(g79>9*QlrF0;k=JNVT zlzCymiYCW!nJnB6cMv^mCtJCO<@V{pAImsWpX$`-9Aksqrxi65zNVC_sJlm2iB@o7 zWJhi1k&e}wsaZFa#Dek>%}EWkmM|c?oMuKPGH^lfir2Tlx3XjANo#V92x#UVe;&r7 zD$Mo$r?iFEzDF?xZq^aN01k{n;+b`A90;o+CPFw+c&+a;&M4YcgeEdTQ@DF`{x!7S)@)~O^C z`TqbQkQ^#FuHhoF)burUW%JPV?IQYpL9Ps4M-$ zx1m8Dp*h-AX1Of~O%U8lUBvxy&$AxY|Ow8DPf@+aeCbxb>+(ybA|B* z%UxVFVTc*S6W8fkFYP2N8*N zWqyY?&|a1-q$oTb8oz5~LWYr<$m~x7w(czLt@u>S^%+0TouuAcS>5^aK^4Ox`BFpj z=hyr*RStYa`6H)uohzD}Ux(!TI^SwQMGF!3cvxYj>GNZMP}P(SS=w=L~ORc>O<}b<}k5>B0wH3Rl$Te$g$B z?2*bb8#5TlJx6{!S4W`ug#@c*btWPsF}eN|=zXh^*TE1+DBz@rAbK7@m=ym24@CD@ zMc8FyO!7D+{{WLu>#mI_SFyaX>T=~f3!9^PaMF>593b=+S-IeLr;rnXNgW1#DhD{p zCcY}QY1gXiP3q4^oK#mTD&4q6W+#OenQt7iPS+CN{H_(2GN0;?ayxD#zBs39w;?zk zy4N`+{E|!ylEXiBdgHx)7EMJ$F077hTW{P)t=nmq$3|G51ZI&kUAb-EySmq(-oq`+ zD#w0fWns9o<(LEaSoiiPkx4g*_4b}S*sfLb3+A;GbK+f3Z0qymw$WONijw_w3D}O^?j!BqKl${3jdwQIhoIGdmz0k?;WxJ7Wt@6y+C)sn!u9r_Ur1AoHBx<87 zy#eI$_>M(!dI)El;#MHw1XABjn(l2>m?hda@R%bYj+y70_NrnWYFOuVmnoO4_;yRv zadD;uH&GnTX`h*g_m_^o-`2QmyCC^>-5d0;S9_TBSR}tymEw(wC|fK+IPcp$*AK61 z_PV6MXcn;B%1_QwvRmBt&-0~Hf~gN}OGnuA=T6SY8}@76*xngI;4@RDwPxfeC-0%? z-%9E2Z7rv5lBmh(LEzDKX>Dwu>lZosSGcZ4ijt0q&zj7{(PcI_VRs#b@Td5FtJ5MP zdj*pu?(OMbcJ_hgG7sWBW36{S9drGkBo_yCiGVogo<(a;v}#JvbJoJ*`Qymq|xVc+sO^fr0P|H&pqn(jl5HQo3SQ19gRNt zo5@;GQCUyOpk$HmYLIt=Z zK0`3+$M=O7w&xZye`Y$arGa&9Kqeb}p1mlpl{`CRENdb`V94Mywil3l(NEsb^v7Om#5!fBpQEh0g{72J z+hDA)pEIDqIXvY0S3KI@$5lGDA$YkvoCSl}%REy$VnRVVJab)e(1r9ZEwZaH`^Xxx zq|;B@C%BR&{rO|CkGs2^{c-tIEp;2+E?tQsbO+?za7B3)mJ6LO zLo5u@w|+YN5#G1-NM|rdEyHe_LAj1SdU5ou9Yn*L*^j$Y8gWHNp8#IotKC zx~2W)^{ccnn^fC^LuIk(D};M7=MlRDzG>jF(VV%eJKLe+qIj?FVr|a*fjpmj_HT!3 z8^ZqpYGyf_XXj`<3=Xy8Zmf%p{Jxm4bMPEKSAsOGjANZjBLUW4o2x@|&ez(;N%tTN40g(ocHNm7|KqSM-#0+WpZ1a zb-A^YCLB1$aC%yKS2INHH}2Y04t`($y?O{gCl$tC!S-JhTqqbx0F-B;2e0d0Ic0uW z&Yyiu+-}o4i%7wT1P!eK`Q35A_5=FX%LwOy#k+F4V2lsD_?|wMnQS3dze)9zY zOm@dD_|}*^qCyUEpn^|s-FdG{jGRtNy0hnvM)GKHX0%dEMI%S~5-IvdzV;G`ZeMgP zeLn3s#L%_Bi}i??BmFVYPg9@kSyEbt=XXAp^mC0mwE1P!@}~7YBrIBrq>CVB=&jbY zEp05Vk&81l%rJlsGw+{j;=DGuR-ui#Egx2mkIH_BwQK5{<;FJqSreGU(!?f@{_~ND2Al?~37|&8WR(^*r`&jtN1B`a9+q4r# zr)~}hEnCJbk)(YrAgHw%?0M|Q`fI7IUS=?>oG2K|o<@Cm#cEi1ZdqV6vIL1v3o*d_ zs;;Sgbp3btY33G*NdW!cPCr3Rx$zbJ&2GQRDR2Q{ocBFzqKd(;5s}DwWgwSv$US&HtElkxg^OCPo#YTnacr!} zBwjFoi|OlKxJr^5ao=6qM>X7XMlB1?Yn*wEPsxHhcR!VIlIgel zZnJT0)3jI65h4YVcTFFe#?#w_oReOWYvK7V{{Xb_qk`HkN#faWZ)LONg^@nZc*??GH@D5*P65auV2bqVS!i%nl}WbaE3e4Vywa?1=iI((7F_p!$K$~7lOqm>WLjyAHM{8ycegL3BR&e|0kr^>fP zw_Y9wKiw%q$=Wy{{<|cv>5Esp`EbvuwW6G@sraB7_Oq)b&&v(K_|Umu~?#( z=}L(sc!}e$9+jpY${JrrapEc_xti4({v6SNv*1`Iw~krlK4Fj?3OMcW0A$E!6l2OIX3eBP)+a3_-1UnL;S%+aK1avhc+IAALsB72l;j!Jf_c46gB) zLOqWoJ!)uRjlN8Lz~pmWQ-!9{?O^J~(YIo{NWc~&a*oH+tIFlP!irM|9Gn`xJ(Evo zb`Knm$BL(A zpt=3zyMV?5gN%>x#z*5_Z6&K&Snx;;Sh&%ASX* zLZZJrS7$9gmleEN*s-oL)3tLqN#yEQ=Gd~x(gjvd3CYEEnx)tZT1Lh?WY!3peKP7j zQR3M)3t6Otrg-y6Kazvgob(li3T@9rwsl&kc@}l}ENpd4jV{U{(4>mD)3m!@S7V~2X(TmlG(B)$shy#L?4%)$EmGbtr|T>3tOp#vP!oNG}}+l zDz_&cf#db7mpV0+T7Ad%TE}a;9p`+7q?;h+cI53O@xabSdMZ(#rw=oxluk!km9K7= zr7K^DO+?_bDV}&>f?RQ${i>STp*<9c+ujR7UWwv4+Fm`~vuA0ymBJ^_{js6`g&KNiKzu1NojMsom!IjlhE6fKx>#9 zcoTYomQZZ)?Yd)GBe51ConGv}+)_Ej8u6m`9P0&T5j1+j*3dR8}hm34Yq}+Mn($TM4%DhXyf#!PEaEpmK*V$5>r+_N|`|+WntQjrQQn`@{V!A6<+|apb~7Z+o7 z!wSZO3aS-HpszC@U93E5uB_{fee03Q*FJ+4PId~6PhnQ%>6*vYZpF2vl4B(lkUdX9 z`kM1-Mb1eYtqylmm9B5T#|~a%!2lknv~2Vph@_rR-Xv8Y2I==x++E+^FlR62#s@$# zmi)=C`6AeuBRTJ0#y1!2t%s)cTbzql=FV1qHG?V-x_zpp#(=V^8P4AL7XwY$EVedJvOA3c4$8trXgF@cOQ7&U?8Z7OEdmg?MrED{cT z6ek29#EQ4!>%(zj3ra_t6eECpj{g9UTI|M3IGPczx7n9LxVHnPivVZa6&9&zFErVq z$KG6zuWFJmm1J_Hj@98tqlDC#LuQT>N9G`*hs?y43z7|YP$1bZ;Ghz$#IGa_AG!zi zu0kjh+g`f2ZJ`8!^V1E^e_HI}3L=*rBA?zlLWctw!jDnwUrAD@w3j;Sb4_x^B7I&F zb);WH31aX*K3?H+J@dtQ1p0*1Hq>nXJuB#)zH4nEdHGKsqaRxNw8qiRBtzxcdG9% zzH}@904&+D`5NWN;h>+igR?l<*V)LcrNA|J-b8Ttyv)&-Z^2J{4?U;uk_{uOHTUDPg=M879sbDz?yrkUr#p7mw}%m_ayeeB#yZ!c*=P}7%YPePq{x=465O`W zDpEOY+7qS*?!%`v%Y7PsFG;?-u}J>_wB?jMky=m6 zASB>%mh|_pYMhjkl1CkCwH@H*?{m*I*siqwTN2GAS2l9SF3>XWD~+sjM?sEr>sr^E zzM&#bb8jB)If;zRnD?_dS05tyNr2hbfk5lp^`xVUc+Q`4U5?ic( zTZS9UC|#s=0|byxPAjCg(l4&yk5|>LMZA(rxCRG&-`&XQ5kMI3dhuBv4%Wx~B)V$c zI<#m^NMs`s0tv_`q4(=uY~Cf0U%j}tw2e)zwg{Iz$j6NRIO4gn@{BOEo%K1rt*R(f zUo$5BZYLtJu4Bjt(z<(_MsQ9IWKU?yq#XNK$k;Ae{IyfxxGV-i~4 z%N$n;ghK6r{fFaOPiX#MOmW`1{YnRhc%(s`5=aBuy=*l_DOk%B@HUT2)MSjr&RuqL za#(+jaL6FPzL&~%U>|E0K9w$&;n4OHPk2}D5@S1v!T>M_C$Bj)wz_NCGRpy1jz+-R zc+XBM!0gaT5^>X+1o>MD}dr@l!ePg z2nD|PJ$hofeP%zjUg_}|*;-P$1%3U04)xQ{!DRwgRRS_(>w>uJk7HQ718R23<)CPe z^<;jjgUMgZy?GU7%Ivrzu$8CoAF`^j|92 zxZN`rIsWM5{{TY%Rjc5*qkAif02yhy`fV8gX1IB+mtNHFZl2+SBbcI8?5oC4*P7^j zKd3i{Z@in<&78nuV7v@{)BO#74kCh%8`;78-HasMuKFH~Ey+#5fV9})0&$)Q$iVMT zx4Mc*mPp(>ILIn;2=)DFjzVWrI0K-s5z3Td=3u$5TuXAm1wFHhrKmuyYbHkp4neI2 zok9_e6W+Nm73=ZAZu)(x^KYdab`SYx52^LRsf9SyoK-FQnnRlUoKBg49fjq(vjDOY z69d~lKO>6t3pd_6^yBMZXL;eqksar{XznqelcJH+>s^n9HBqSP@JetU#@Pp>uLiwr z#*Af8+QVMwO*ub>omy4~y%>*Du$-<&8Z+|e(DVA&K!kBrbzvUZB$an8a_0rMjFmXg zwrj@1%a*DwZd^^n3c;0l_Mm9 zo`WN=YSoRK&2PA@aBvSe$Jd(oD6@{K;l4JvfA~+eLRg*7gmK9Q7O_pPALif_#%r$e z{E2Dt2$>E9_VGUB)OBC!QrX#C$bwfzU`JeLy^59HH6Cr6Jc_%rhlc}4Hqg6?N^VMojrZ3 zdJ7JvDvB}gU+~?4 zM`U4wj8%s2xb`*98#{B| zh70}BI0CH29%S{$YJIh#+6W&`D(n`IxPlITmFLy0u69Pr6Iret5l4$uwzSl|)R{)E>q9=eVu4*gDg@_etC zbCJB&{7t6aEt@69yojPGS>wwgGJLG$0$5<}0B1ZJ%G7n)Z!PZZ#-PU1QX_S_ghXCU z{Kp7BV5ih)xfR=Z!^KuQr-tG?&q?bd-kEQxh0%@%9PeD(Y9RI6JaA$2C3u!)fp& zjD{Vg46=TJboA(Jjnnll9?Iq$o7gXmizuB$eqPmOVn)(WPEWmQ>z+H0Q-kcOqc4%1 zx0@~xT=BFVeQO$#yRp!e(z4X7*CkB1${B)442qA2h?Bv`QZg%QJL{hq_=;i_{-uRGyr# zU|2a+i=NUw2S+zBYqDwDn4Tqw4DC$kCxeiBbm^MwqPT`RrHfA}tcn8}BW>*uAg%xg8aJJjK zEKP2*+O$P?DO1qnk;wf;aGZ2pZ*F(Twnk&P=hL7A(yv?DTiRQgVvlN(^ApQC^<&i1G>aBlk0RT;=jmT1nbnWh+D}Aphn$>K zo`*F&eH%ZGQn`;KE5YlWR^`R3ZO1(ORY`3dXCo9+s(Paum|{O3{g&@07^Hf_*)! z(w#^sEq6HS#k!9ACDek_C~vMeqi&43%Y6<%rC8TjZK#a^3Pu!@#X8GQmeyFjv}sab znKtz~Jpii{c{fqA%M-^c9ta@hdydAXQ}&OZ`Xj){DMGZ9I9VXeaCxY1t(#y_4&%lv zxst}+;ss+Hxg?Q~#<}UtQfqcLNJBJ}#;2Z{U@M}PerfW@QwSc~idNlJGVTb2J9*FL zRWA3Bw5vv-f*2`oPhNU|D$uxNhRY96m~)?|f5xd?G<&95T@i2<$2iYoIsTRBS9d*H zXFG8io5c3Z<&`RY!?`iYQ`GnETZe@lb*eV%8&llSta7Amt|M=koB_vU*VpS>57=WB z;bSLxq<1ZmPT=7WIIcfi)D!Jd+U^4j=DGa`^)=M$lPpj+;sWEIf6u*n#5O6d%_gNK z!=at>iaH{W7bCv|^{(u;jBM)9M2V>;m6ub{ydiF|AQQ zb8L-b?5*N(qh@i8!T>NviK zOrKMqxs7A-Tn(s+k=7fC=s_bc|;V3T4!}sKlK9%4)m9sC1btG@R zE@a5#`^VC~`aQ~DC2|SK1D~ccYsP#;$!p`?S_xYl=Pn67cMadxy}UGXxwEG?N_c#^ddZ>2x_@n%y2b5rG-uxFWGG>}S4^Lh;EGvWIQ|0C)r3)NA3( zYn?7ZzA#vPu8cAp{EErRQ?zH$`W&*GbQ^Bh*y{D2e#cL@+VaOG&fk_5Y_UJkeQSn7 z_cKXxHVl$B_T#-~#cw&jSZ)T^P0H9D9^?6wT@}5X73rE-s*#S*bF&M3K4oG!BmM5| z@CO;KdlkVPR2KH9p$B$)Vzq5-->wL+8xd7obEZu{*LDYP%+Ss zj5}tz*4KPV9qG53rMH~zR$~|iRYBYs1thazV}b$puC`51O#&l)uq>D%9SO!mV?T~+ zhmE{RZE%`J)}J8xk){(U!>>5new^`NOOwts!ruC(d37qkY0EWq`kY1nsIXD#a+ z2_;hs%Lt8%f==zIHss?UjdnJtOuMlE07TRh^q`MrtHHKdm!=5EI3uq(t^(%rDeohm zXpF3ckfrv6lb&%~8cwgH=~r;v%Wr=r#93weQyFE!1m~yI73n>Wg|4uB9j@7j9!#U@ zxKUXD0PwP{#{)&11OA(>6^AT`%|GQl&?$+DZ1c!DsHI~(s-Sb!oM8U|o@++x+=eQs zSwZRs6jYub(%SO+X@~|CO|6dPk-++5oU2BhT;wUbh!Cnmyb@>%Ia3pTcgP;{HUamd-{Jm z>a;Jl{flOzip`v%SI8qBy(<&M*6`|Ambz)>XK-W+e}#GLTVY(GUy-|{bi%WgHR>d= zE%X+w@T^-v^CEIrBaHGt8l|jEG_3~UnKr2>%eNmeUrnd3Ykl%!@3JUSi$x>t9l_9%6Zm zw~eF{ILPN1ubF%?XZ@k#y(-YIR$Hjmff>q%$^8X=Fz#8m6T>+yRGfZbV>RdIZY!23 z=)sl8wt6MhjDe_z90DAh7 z{KhJTK|i)9*uak`jAQ%5(!OsKB%yXSA|Gt={Dpc9iYKv24@N+1*2c-I+{>ZQ2WX^n`hUb*8%-iBS#0Nf$YTgX zkP)%pcWyD-k{=uD*AE==!EFjRDw|7uy#`Kt*DEfT8^o8fZT-k?$KTqzJ4+UoZkjQ~ zQE}hjACRr8VQ{h5F}r$`2+I1Jw!af$fV^70gps-(rR~n(e*@D$Q&DKwW5gQO?yz7n zBe+u0O3h2EZ8SB9m4B0FYdz zju++6{q!s6Bc)a9bUhhz&LEEps_aFK7WsCTIUE8`dv@zr;US_!#`z@PesRDZKDC`@ zVoR97^4RQN%j?fU{LN_EzUZUFZadC4X8?L&3<~!sw9+_gr*p-=Fb&=`w{`_r>@ko| z0Y5Wlxa%Jh>J|i|u$C}*3~+0|_}OR@<43(!Ts(3>#Cs4&Kb?7UE?0IxF<(`Og*w=H zsVkmURqs2UFZ?D~ZU9R}R>>!Gk_q}(QQ-Z4?^3**?bjP_HVv}lkU9;%fLET|MU`@K zfn7g?Q#!+;Q{{+>IUNmQjl;s89$c!{J2LKA)wgrMO)fQ-83ID3SeYNpEL>-~E zuCEc)Gv&=A zaIXsjeXx2}EeboZju=Q{+(c#i)SC9D7RjvCmYJ7s-kSmSHHxRpStYtEgPm5b)bh*S zHZXTu%KLkX1!3Go(Mh?Nz79ot64-_~1F8KhE5sTj&8JN80lffnF^qxQzOxOO$DKlF zp;rkXiU%%aGAI})JOSxXhS<5gRPCY2NA$>itdHR`!) zbw-+md6^cMqTD*H(Up!8K4y^h^!#f^>qi!`?O74>-2-I(YW?lBvO?=?D%Ds;xsjR)UdAU)S);;SE(L6*n7Ldzl=kEam2HS!=^zJIf z@5Lx#zKwEXQUZ%OQ_Oe%wawgUx{kMT_IoK(*40@3qV)7poCQ(ci0nTxT`rlSX`UOl z5m+Yaok4rK0P`g$smbU)hf34i#tPj}6Bk3bTdw{$qNge8oT``rs)1R2& z`d4C!%Gq)581SPD>s4e;sO^?G86*smQQY1`X>aE_Bol>I<(T>p>P>R@+QipRRz@ok z=@duh{{VqEbNW^_>p~hm&1lh`SMHlfRkT+s(i|x4H*Wj~O3&2w==9L7Z>HXA8^&B) zZC#k?PUFwgvXn^a!vLeO;8Zg+#20G@IL8&kD)Q`lP|NSTGwwboD85+yx%B4*6K!`6 z(*FR7{*^AP;`sGjDJ>(h@(c1L^EYwSWHHFs6G|g7Te4+Dzv~c=g#B`O_N?7l#o3SbmcThDl1Ecj#$r5-cg=U2)}I%Wvf(i(4Z-6luS(-CAYgEyl^NuW3|5@h zW~wTpx+t8@ILAfgky@6PCPJoHDu<|Erl#=Tl-E9e(|}?pV)32CbNP0zk*v1%4WvHolP!U(ab8_nD#aDn2&n9a_as^HX<^oH`tC#OLw@ABI~`63!Z8V?JY{2 zZR3s&a+grvHPkU$mlqD6VJ_Lp9dbHiyKOAYY!xq)_sTJ!GjMNw{{W3T)FnnLN>@4P z;-xpLINQip+xL!}oG?^V{A_v()48>d?r3FrqFDC)(8&8a`qOn=C^c<<*2v|R9L)O; zFh>I)ooT(4aH|2h?aw{yx7)f=gu0zpjcB;bW^-O3yL~4^RauKjrA%rE`oBP?xU=Hj zK)XqG5=|q0=LCY^TIhUd7)vP3XgQakUX{ej7!a{u-E-Eyhc2fY)Lf*uXPcPDDXMFt zEZz97{$$x2EJGfo;*-PWrSUe9`-{kLBFH`dVOeE3-~o#0ejZvI-yP|wR1}HYW(TLr zry2Z6uJ=lv8gg+~(DUH6Rz8E1Yf9+ED0L$xhX*+wJ5>owI>PuFrG8m!WA|$f>*j`RgsQ&=#*UVLGsp(U_%-a}}Jx23r!h)mjZN^FM zR;FeKp|S(*x4THdWE^+k)U$UO>TAHStxKKjbB^(S+ef8cVX$@t{{X&-AJ(#bF$j2} zh;SH;=e2BW$pqIA4F3S?Njve`LNjOc0<(NH7+R#PJE=dX_}9NhDB!(WjQ;?M@;1Cl zXn(UMl~Xc8zF_wQsQkZ`HNGWS{gd}rGrh`;I^+Zdcic0drYoY&%JqW zpQQ%WE_}h1j!}?D49%}s0ZGR-1C z+BOr%GMr)-3<(`aI4jTAslADPK1+ZysVK?z7zg>+Gp^~uQ_YP?+`upgKaFn;9ulKb zoNOt^NnIUhhT}KJ=TLMC(@09F=V;IMs(vJdMDr>8r00&@XBE|We$F^7VMNCYKJTq_ zek9C-=0zNNx%>ddVNIuq=38FIpJv5>1l_Q+So8j_S3o_FBE13^VgdB8Kk)L!1eVJX z`CVgnKCDR%{HxF)KQ2F7;mzWeX3@1hX{(Ux(T9!<=b3`w4Cg-8sct;EcYv!5L*-4o zHxe_(dH$83sSn&jNdx!k*YT^ihBcklRy^Qjki2}pfPXS-Fi+e`nbp53ejF@OuI1bm zyOm+VK9%9W5!e1J{YjV<$Cgk6I&55YuX2I+#J@J|p~*tTeKCM5#(pl_d0s5Hxx(V^ z%~+K=1gR_61F#kJnPifyXVmj6tqxw##FzGiVcQ~(nK(6k_^$2O_jb{t1FNxMJ@H)n zugV)4&*@g-j2Mn_*YU4g>a@AJlyx~2RnJ85rmc0WMRqQ3nQokX@{n@*_w=p1eK{bz zNkma1tYdns7u`oba zeuov-T`^k;KF);Cx8=iQHRa=HCgP)_X%1DIRz-iZTE}y(;Qk#Ib@O z<~>($ADwUp8}-%FJwTFWC6pwG18<@3bL(Aph?j!f{U>`jUCcQmv&7-Oly2S5C}L$+ zR(c1BY~!0nx{hGVp)%O(!Q&O>*P3uvCf-J5&kEoQ^sf-=BH{yO8yO#kd<<<-+uzc; z#IoFQ6F%Ox-E5BhIv8fj8Rr8dr+S@%Gt(T=YROuYvGMLD70I7V*rVl%p`Zsc@4$jxNNiscXCS-e_HnM2*{US z6w>66pn*`1;Eo9WE6L9y>0#BL?DJ!p%Mmt`vRf0$YH`2==~N`Q+DIb0GO=ykdFKb# zs@&Tq~YVGa04A?D?uWIM+tYy?0Y%PO%w=N?Lqm*CbZ*D)GdRRJi=QQoP7>H8#ZfzZ< zwzU?yrbl;c0f0`%BoEZ!oy2;81AbM>YI9tF!bFo=IgKqBYQEf(PuJTYt#l%IBbwgc z&_SbhKdC zH!rixU*JxqiS2>SbSJ_3WH}L9BF1@b#GH>)p7^b@>M6f%%6H@OH0i_H$437EBg3SK zkO=9Fa&g6GKO?<%nvQ~W%~pGPq7Mhm(Qj?L(4Gh&b>_L-%SfW$W0!V*>Yi{t&3z(w zS4Yl0%l`lkq7r;W(n07RNA1)`$NE>$K^q%^W?|TOJOlXGgM2eaUx+$;sR2ivqb-iH zxB10;>!UD`f%6P7I3F*jf6uLW*^j+bs17MwHB1;EgsX5 zdE^|{jlw*BaM`hT_m4`_WSVEfLZyiw-GzF!Z#t6mIh$5V z98|?qP`Wwf%1(3C*GZ(9tssgg8EJA~@fGK>Yf$~6uI>&Kab=8h%ui3C8LD@FDb#Ln zl6a&sBxfps#C5;|rMrYpXk$EXDmr_Lkz&M*an+4Qs4}2}0N7_@*awmqlZx(~BDlz7;Gw;%Xa8r|lpsYMp))U*s9 zIKp5n3f|YWjX%SUXCg=BTHHB}m=Z*9jIYoT2>dE&EiGY;OCuq6`-3>$@ASodooKu* zUv@gP>OHLr^ttW1e@K;NNG=dzE)(vzP~dPsERU-D)&`~Gi+xj6jw4|zM`I&=p~AC2 z-TVN?ed@-asl#(+=OOz%BIL)rIr8@(l24}W8qLV2{wTeDhUVUU^Ke#Iqhr?^P_I+y*yb44fL> zx3vT>A29CR*M(D(oA*)grB0H(Q3N)G4&K!ymSD!pP;DcT*w(7W2r8g;8OcA^gAjDW z9E10Hu6I&N-sUe6eNP&YTi9#2HbH^%q-DbJat}(~(=|4>x(bR_w{Rrq6~%ax?iqYl zs!ox4k^QCc$2d4R?ewIBUY0o3Q+$4zbC1;5=rpLw!ZPb)3R%Q#=~r5JJy8O@Qu$LP zYC@?~!7O^8!l8;&EaJt8j!TBenin|QGRNou{Y7%#8}TX&wYJn56=eBRRU`yI?PQbB zuW!b?p=z<}335OJJ9kAMg_(K$sGTJUxsfc!5|pxaHXMxkdmzg;KM*kuGDCB|=D~0rkQDw6PMZBXaUG z_C3C}3<@{4;mbJB{qn2(qgPJV+Q(yK<>VHw<~ zrr>xr<JZ5ndADI2poNpf0QMs4q2d5l$_NuZh%O}q9$r^GM(+m%6 zRlhYhDPjzS@w?W!y>i8g&&<^>n4HD4W=}}tA9O_XwE4~lS*BySmRJiGOY?NAR!rX|gTtym| zOQkH4mCnt)vi`Xg_``jfnWcq_)RR@zL{Y80c=DA{1zn4G0y01!u21J#lUyw2m_T#il27xkeU07ZT};}XAyia?w<`6y9Cba4UdD|p zwXun-X&R0H0EDhJ>zVNaOsNzk58iy+SdUhj&JSv*GCCq<+yx+^^c;VlYeC|C5)^J(FdKq7?0BkoLP(*T?<(&3NCO~x zb^ic7*UQ(2m$BbYTAA@i66$yPvf)Vtbj3DsKx}%_hhObX7ykfUn?TQXJUwb|V?Y#cB$5wm_G#2|!ziLA*EPv#82d#NzYA>*q;^a)jD$J$ zC#`Zdx4Yt*|El-ZD~F^qjG<;J}hpo=iXS1K^*dN}s?uEm0> z9b`hS6Vxn$qxQqMDYH6hF-m?woxvMm@2LcDZ2CM8tuE zk_fLVQFP~Lx@NJGZ`9^|H3YxtsN|pCe1MLFaX9{U=y0h3E0}K_oKfHI-pgk%tYCJprq*tc@g_8I_M8?(jSG6+-3J zwF`K6V`=kT4?=K1TF|%iB!SA7B*;l1{odSj*ZgTwZ%YGxur;0at(m{{TAj{{W2&?z%1r`AqCaK{@#c zrF||5a@JQo>ax69Ky!m4bfs~_Sdt^=KY0AYal$shOC zWSA`MZQ5yy`HH22dV&6b8fKfQw3c=f#G4GHtV&Pal|d?m`Y_z5-yW60hl<40bP-mf-L)&{o3uj!9LP7<{6`8=3chSnFK% z?w=K=u`R`_V#fVM@DMNqe;WH7^N(ECg`6BI=Nxq6xpCAfMWmM79T+H5oi28@CRmHM zN%@(wed_F1gfBSu80%JT?M6W(2cab7=i0A`p#-imftEP_xUVhF`!k}Yeu&7q)6#fe z7mq5#X?Y> z-JAgv$jo{Z&tFgLUWf4SSGlm7O(N(gWuFqoyqeLm~ucI4ACw9oJSH98s{0uudQe6dX!pRL(G*-jDA>uiN}0b z%`7cSsYWd{k4K&`)CW?_Vfj&fTk9Wjj8 zwSvM%lDl_j1}_-vE=cH$66;L%8jbSBk>W+8C z@oCXm6R1ZSj~I=Q45!$Re-8EI*Dh{Zt*wsOGxv!3i1$8~z2Z$~>%_W~T*PSb(F|i02;F=uw<0!{1gglw9R#o?+tu z02NK+37jUKHNKx@HwBS?c2+p^51{7&cFl2~M4EiwbS;?4`IL-<-;rIOv8vzPUn}ZX z&@5$2BSRhr)6{1Lo)IKc#zQNq!31<7y{E!{HM7<&VS@T-t@Rbi zkUkY9$8{(0Kbd0lH%NPpSs*&{LXFJHurCrk-pDzj6c=PqvSvE zB_Epm*9WPIXYnla#M^D8QxdZE04_RxMP74rZpQn3u{5D#o+KbNj4`p4p7~I5>OJeC zDSI@V=y-U^UbLjUot1+s+)HZz0P7);##N8Zas3D&*F^>bD-LnZaQ7=M*V(Tmj4NJ9 ziF8wjf<)x)Vc3p9^kOr`YUuj$d)2kQkzpmuq>kAV6VLnQe2>h3S}o%$ z%p{6NTw@2Q`U>|gU%@(U(Ra3mZDxK+jDGF?nR>pr|0eM`TJL8 zbsW)6<^rdTf}E*RI3uwKv8W|cdu~wd4#R5(JSaRI4_tpb^Wk_sPpO4iR;Q;@rirM@ zb7GHh0hSZB-3V>Nu5+5!U|ER{NX9@1gIuMyg+7_9OL1*5`!vh77awqpbQRNEBmId$ zlgwrL9f;@aP1^bjO3~(JxMcwt6NcV2x5frN~9w(R}g-LuxalhE;+G4*RV%T5Vk z`BoU^anR@VtZm_9D(8@R1lLKZ!*_9|UPo&pM{@Bul3j8)bpZWwkH)yW4MH7a)rzl^ zbqU#VY){P-gUH8m=xds?Y4an|!Bk7!k!O?6S##5xhVJcQj!8C`5w1ubb5p9aZr(8( zuHsK>=Cxfi?^A^>W4Ym^P1$jKLyLD~YIKQB?ztJv8^r^Z!Eh{4rj;BK%138`|=-^2j`RcSC?LSlHAQD%ZHXjxtl%s&o$rpmiE*8 zH~Sz-=3kk^%&0OU+r|m*KqQ|+aoV`ssFrpdF;jwpKmeysnd(XJ*jHsJ@?D2RyAY5tMP9Pq5IHL z2XXg98iyXQ@5*~b&e@u~176uSH3%>JAlPQ)NkSoK|r!g<~CZ z;gVAgHp(X=?`VAgJ}x2f)1|s6DPEM05T6|BXBQ4h#A}CE8fi_{PwOcqHa#o~9motr zg_ru7aa887izybV_8C$SygFPZO*7TD`FkZ&&-DfiCOF4jccrp&8Yh2Z)M<(#c~c#@ zHuLA%OlRtQt6@`rh#-K0U4aW`OL3=TGN z!`}m9$+fQRVNnN6d`LeP5}o%HL-BwMWJW%&JARdDQgB9@f2v zGd5sHlQ^7wdgJ@gL#jkEvM2&hqHi|?bIomEdbP|VtxOx6BgDEE3Frt@BW-%p>$dRv zPS)CrqziSQM+e^FZI@ausy|=NwH*vU5mOPenen!qX%7q6Lw0T9J|-_tR+RH{xHYH6 zHKhz1#JuV7bv^gtJW(yP{t$h;W%Lw5tF(4_F2U7V3~g3(ZNyfRks4@;P$5?|ss&1naXKfrHfZXc-b$yNN1F8s z@(IV2TFj=Z_+iK5lz|1dy>nwXH=Q+C)+f1|-&TUep*_%->P0IdRmndeefy}jfbo%P z{wr<;w}z^ck#u>`%{H42$(Cb z7E=b$o{B;c+$5WgDA@N)oLjMyQ)cLToU{}d1f?W55O-D{PP@&d zdj-(EJCyNEQ_ccbYnTb~BE)|9^^$x_w!R5=fmM_7!Kn(u`IeOgh@jaS_s_6yIbJICG%$i&W5+iOxrJ`;PlHP zq6{yp_mnNe^7wD|1f=$NWQKP${CGuQewIPHNG+~-#iS2<1iS_wo#@T8wQ~Qg)D*OX zAn_aE>#E4et9CQ_YAQ);=N{s`BtDsZ=7ql{a9l+cT_(A+OucODwBE@>{^Y@7o9EUP zfgt;&LGO{~WN~c<&az3zi#a{-yhBRMF-o=mb8$9U_QI&#-1u#Xt#pLeWB>;WQv6A; zt_~`vmrzO)pW!n>35ueUxJ_{e)v!D;Bra){@`Ci9y|*NaKJQ<14m39h_Fh`BG4 zZObq|l8fAafa2!*`amzE!ZODEe1itO|T-myx zr4?BZDyd&K;Y}%szHNwKvQ4@<_SNI9R@)?VGOF>8VE9u{2&trJH+ie8*8S#H_k|~& zTl7~r`3n&r(%}jFa{P)Jz+OR*;;7s~Cw&Azk~ONm+!TkWNhH+a>P`iqZV;sIjO9ftvs56|8V{{p6S6A!=~TkG7#%s1MFey1%zD_2U)&fjg?~^bC6~m`?Z*fKgZEX^l2G zYmCO=Q^zkZQ}n~5c5FOTt+<}(-Kwj_W5wv+`R*-jRp3gdGwulFuE$|66C>ypksr@L z+jqx4-etFSluf^y*e~fuinX+2RSR3A>T@f98_4WD^p+LrrG-G)4r4MNX!qu`Bx9yp z(t6c|q(CKb8}Ib?cDpWEUDaG#Xgirn>}J5&+i@k?5Zt3Wnr>%rO|uALTD0<1ltOJG zZM({5k(n=zHaR0BQHdUhELT^UHT+#Z=Ncwi_d}c$%z%WE;QABe31P3e61tAD-ha7T zVt(jKfv~khes7nH)|18Sj8pU%qOztCKX~{<##iX-{tmb3?sD-9fu=uZZK?d2N_tnb zS5=&OiVkI=5<`ZFo@OG+1{%x+WPePIC%0@dGYEHHGBxpsW8Rcs)JmZwYS_W}269rh zTjZULKF&yfDzhe-*!{$`or4-3G}WX8!|l9{SCg$JN?qeGGD+>6F=Y1eePWe=4{EwT zMrFgro?bHt`MV?Ab+j~=Vw_A~;40@IsE1d~uluslZV;#Bh@X#iUusduAe>*Bkg3yq z>>i?=wnBE&K91=U{wne0L)~>Sw+F`|a8g0x8cAX-r@_jGDh6C~?)E&#h=1#nBy9F- zv#e^LsqgQrhTA4EsxBorw;}qd?quNAdw0ECRiIW%2qE6^l2G`s)35{ zDwduERXtyori-1f#U)PdK8}$57*81E-Ye$9kxTti?y4jK>M3e8e)VLhmi(njs)@ZbmW1qU`(pNmVav}yb1OJyF;eo$#0R$Y)VO@io#)D6_k zTB&5|!uNQGz{#Rw)_VEXt%K>BQ}VR}u9AX8wZO*JDgJIWSKQM35t$j7TkWL9h&N)H zZ@h=tIxW{xZO`cSa7eKXm*Fsj4fv$(=O=xfUHkMzT=uC*AQo3&mbMsH-@7|>cMG|7 z4&Dqt!&T&sP%D?An6nj41pACFQEKBVnksGgzcUkuqVw^emxK*l77OazSjPEu+Xb_o z8NX5Ocn7Aq>V!4ei}g~Nt~k?!1Ib#}#xMI`!<__kZK|7gm;?KbcgjJ_*BbqgH z@{?P>$}iSog}jb^gIPL6B{N>Q0XIs$*TpfWfu`dl!Zdz}mP&}p*=225aLV4|_LjPm zO{GhA&Z-ro7_pdWgA`ch6TB_*qTg(pKpvl39(oGoLggIxy9Ps7c4rijdM{{^cihyS@zbl2Rlo&?kqE`cHvj2CsjyQ2mU;2nQj+nN$ysyW1Y*BVk32NRyvX(vn69U zUa0IWm9&1HBA5MuyByP>7fSovaoAH0Q(?IxmaU*Yx ztdrq|bLDTeh@xmUrV{K?_fx+@^Nj+dE-E;CjFNG0u3YOkOP6bFxS25@P0ixP5SaX$ zjt*wZoM+1F?t=2v0j1-Ao7*(0afI^-Jmn$#sW>d( zZHuh6*rx1D(ScY?erd#;yPlZkCFxJ7wvJs}6jWXaIdloPJXWNUEHIK}43KCa^&VbH z+==5n_7-j<6OAK&ce!G3O!^+el#3FZ`a1Qy_vzO-C)%()Cl8!B4VZ(CAHu zcB_&iP*e>*?Z1oX=J8%r8;HD&?&Lpw#QpxV&9y1Wwd3&lc7SdEc%E$(y=v0@v9x)U zZc2|u3WHXhz%#&poOOuc6_#ysX~#g&WCcZr0gjLhbFVod&=pF!aDl0|EixK)2DWDn~1ag;qhIS$ybS3Rl^M16=_X<78+QS0EYV-SrLjIQct-W#&rBTIvzPgQL#A747$=bqH(Df4p5-S|4RT;hCx#B(am9E7z2` z)Lt&siXE>-}Ct;o>Z`#{qMVdP`r(~7D&=3*Q#p()LQ zJ7TiOHTZaOKmU2Nhp@bi*TH+8Yt&8e=M3#N<{;ZtW7@hy0BZJgNtpE?lj_zEx`_;+s1w<8=v)tcCSF>}=dc#AteL_}K2HRLIRX$=U9 zClgT|8{MpwjNziS`;;eo84tB2`r}b1lZ1C@#5&F|G=isO4L_~t#N$;3O(@>WLw~94 zm-Dy~%eggYFum+wZNyc)tJ0|qBPeS+8jq}dS&n6{ZKGAWP^*ETEq}Wb9ZO-yI0UV6 zD!!%HV`@tok%s8NkwSL2f9HLr{uR^G?OW9y{f@ItC^yn7)N9Ev+Z(K=Y2d$Dsl8fhoV zo+*iAwG~Z}I*oF}D2{!qUteb^2Nu#u;u=5FK-J!o#T1?yC(WoedHGx{!jZf^gs5P= z_!4OA^t6AYQO-Z%(3`C*IKJS#P??vjBIU2f!b9hNk13cN$+9*#5l zqndR?%zGZcuJKWOEp;@S^0dJFI6Gp9^(Q zO<>=W2njyMexu=2*RX~eIC&qZU4)VVi+j0D?Bx-~?E*bziIJ`o3;9uDk&6@O=B`}4 zFCm=o`dz$g00ZQ{+;MEipxSj&k52&%cbZB0>Zan8-r$4U+e(et7;pEx39Tj!nfWLY zF(P?&Dg+i}pKk_gB#DW_@x)%vxcinC-4`Dkk(u`zl6!w{!9w`zkJrVA?8V=R=icje zvjy-ZJP^MnRp1mM_;RG}xK_MMAKt#Y%+W-ZSv(18ZW!i>_}T4L@Gk_KCI1>1iA!_5 zYK){9+$$#W>P1{9624U`b$pOwGO}0qq8^vcru}Mr51esx)P)*{1ZO5+&(* zWrQbz=WWpq?T9RU-`NK`$_*tdPGpaBzABxNr8T!uC2ZG(U}uZe-r{uz?kEf*J}!X` z4TH)E%VaIGBO_yJ(Z&Xjk`ld?h7e|QF8r+_wa?u}6Uyr(#(7_*jtctcjvVoZc9IBJ z9UEPg_zMJnsz*x4OrOeX?G0bjwSPV79DfM<3!x@2*BN_nRCR{fP=6`U+QTC{#6WwE4$h&ONa)FQ7x$AULOG#2%N=@<%GvXcVr^0?gaS)4Qk7NkoD zr3^M2gf2dz)pxr+1fVFfJSy$k@@#z^vxAQ1~LiQRg_+G!p;e*UPHr z-dT2{Ivm`@8c!sfgt`5vr&URkuowq9{<{6Eg9qqekdeX>v|!qq{N)yf-P+BN66VLl zh>lW6TGrUuo@Oh&5?*_$$(4^f?~!}LqBG=$W#cU+K8gG|GGXcMh3b=RYiqZ8At>FXu;~*|lVdLw~+MEV`iow0CPKdh-V%)GY zy_VeC5Iz}RQaJ=^M;wj(nSmL$8tW344 zNH^7KDCmCF3?#jIGu+$tPrru< zyY!=dH`2KwdoRE1Ubf6iKUT6T$r-icfb#jym!^)W&3!i~N4yRBvsRY@pM}P$lz3&( zf^XgXiM_cf!eKX%kd2YYkJF!vm-b#{R|Mn!LO3@^j#sh4AFqC|37&h?+C_f4;JMMp zU-y%6rBJTF^ZG;$?MC~>Nk8O5?oKOEx!`;v%=Y>d`xI0Bdwz-B@u`ym`7#fN@U15# z**V%2=@iZ3?Gw`Zt3R)C+b+}H$h-{>VxQlQIlU5J&MPhSU_%&we=KkQ*9KRl)%sL!zp zjAP&rH2T>LQe)?xlnav^gokgCu%5(5;Fb<2c&iySyu~e2q}r>W-VXWatZ+ga+sB@D zm0xa`qKmKwFs8SsS+a1RoUxUuJ_lu36&77agyQW*&!o;znLdO|{jycGaMx&NR=ShZ zadYWEI3Y>qGK5RF%2TkDS3q%$Jy6@5I*H#%rcP2JD4Zbi7Wdd^+|aQ0uRpYtppVFj zd~K7?Uw9}=fNr?6M7TMW(kU_M8HsbmsoWpq-nhf${h{$%_x3E%w7wpRz?U{v>X4-q zjX5&U1F1fv4*O&LvAx<@A)IhTc5R+mwoZSYnl=-SU*|mIjM}Yy)Hs}R`|Tg*slLF~ zj~0{GSszykv(|9okdLZD7<`G6?7S%tu~rF{*orYvW|&%7edwl$kq|TfqFe_CKt^#L z9He@x%UZfDRayqwY|{+v28kephmOjb=PD`dQgi~4^w>jiXW3bfnthv9u?mceI=do;e+49G&{v=l`UcXb$2o>L>JC8E-JLh(DDXyM_wrTA;TKyTJ2;~LjxXRV_ ze0el#i1c=Uy34#w_eAfDA(khet`qYl|=?cgR41OvXwvxbQC zoWzt(O(|PN^yqVbY)S;9No_egW+Z+SuPko%$(`0*Um5-`o3hC?s$pw?nUVbs426-) zYtd||txi^>>)5{_%4+!`4`JUmRAHWf$18SIS^q=A8P~P~sadlZhFk@4ae)*1Qp~}@ zo3rE*bG4QGrq2IsyUDSp$+5}1bl7&uVn-cnNyHu(m|evc=j%H@6p#L7M@L7@M`8xI zZS?-FaDQW*=MoMg*E1^>Cs)2rs;^~3`=&pRny4p)bPT zS-DaD4|;wk{wc0C?WYidfjo;9y(UA9cMa}KNw1_U$-UZ6*gx-MKF3^g0P`BM?+d@4 zH)4u4hL^H)^)Sz;K^E>_cW{$#K+!;P3O=<>{h6iu+XOy^b6;WAnQUJK%;zZiFNHMkdwe?V&u&oaJxrF>YE#Umo?g){oP!18 zo;bei!m%@CZRitBtywQiyrq93z$s|c;`DxlD&4(AaRpX%(RR^=N?Z>f(>C3l85AB0 zq-V8TOU)xW`Je9$dWbp=RKK*DdMwgd~s}aAC{rSuJMXxv=jSqyvHW3!Mh zJh_h!8ag=A|48E&!p)g19j_}b(Pv`4V(b^Pbz|*9+vaXf8q2I%!duRb3r9};?bVqo zxGp6KwTwicUXx`UWo*LmK*uFMOU>qcK5z7bSsNV|X8qyp19?Q5vyVn{Ja?$*CQe$j z4pj8(0W5LCRe8Ry6g`h}i1{pA>mRYPmu?Ss0Yvq;tk!L{iM|sq3Vb18=xj+1O+$Rk zB9y<)=Y8)Ets8f%xJYiB%chQkWeNvOh#y?a3w|=cc~xJc?J?d=?I81;yMBYUEn?Ff z*Q7HRK|_annNYpu&n{nC=qm2QXxG}&M=rS6#_iL^#_7Khr7BCxGWD8|3S2_BTkRTp zwhX@*Thi#Vr8tPTCk^;SD35DKEJs^k-w-jkj$l{HN!DuF?~!~&M1fvqTdfrkvFg4R z#%eq-FsK|x$;J4UeOksUn>LNKj7|@_Nk)e{4x@aU3zzRI9t_8gc6NnE(1L5dCuPNr zXE`HX9^N7$2>a2hrki$b_91-UvhxQ^PuN!GIEsz&;kdSTsN~1W3il@rsp(*7+>Y}==Qi)WU1HfKt+jPvOAuK;5 z;Q5%-CqLxf8pqKU`xr2%8vli;&*R^P}fdIiQF2%Dn2A#x69WC^6HrSH;8E8A$|?aIWz8-#kc%*fDjH|plOw4aUe zwq&rpz49~IW;jl7zj*axIu{<;vLd=4V$3>sxV@3cNckPn%0M4TQvM^ol;v|(jVvR zOb3y|4|7rKUx>I%spQ3LxK9ww^BY1Zel-eWav(#TJQvF)F^&FF`$6M2HTvp=YhqG8`xRs0 zXX?i$F8%`XeEoj1OS6~tlskC?@55R4Y5HN_h*1n^)LeInFPyM5ZT7J`lD4kfQm~2P zl@X0>S=J?z?^0W~3h^VMu8MwP#3ikATVywLmlT@(q=5c>|BX5E)Vm=8_aNwI_iY9L6aR)3W{s zIRtx0TFoi}@H)|V5aeOoHoNuL8IWrhRpPF$PVv#4E18Um6F0b>&qta10dvgx_iQ{- zJroJy5(AAmYysq-y1SZfv@&=I*u-M1R%9=i20OoxgKgNtmFl5Jse7TYUIPbiutQpB zfwNS~!ZNrFK?jQ{2*r7#;c88_RNt>z@Y4@t98%8z%UZij0lhdjVX5o1F7D4wcivU0 z9_du+s!ik;0wn)bCz9&{pT(QfiQ}U}Hf>LIM+#}XckYw*)34tHGY=(hO0;6JE^t!5 zBpL~Yu&y9RIe4ORt1k2WP7rxA9d&2?SSz2{0O3bEQG^IFab4ly?`|&2Fc2G@aE4En zyklI8x|F@Dz09MP8HXPOJKpJc)PL-zUn}ZM zw=}Z+*`DGOu7`vKB`SPn@0*>t%=CmyRPVG@)~#2U;1Gbw?0#9&JIUMmFub~UJbeYda2o3 z_VabVE(G=xR(2j04vv^%ufz@)4f}MVNc}SOm|uM7v6A~{E34f#%LfYm9KBF7oi9`A z*oU&lZrNAPeQlZKmh9j;5-0Rm%mNJ5KDt=34rh0pV{chUyqbrl757&--N5a)CUH~m zHb2d1;(0FW^KaqR2y;j5+fV!v^F=sC+n}tE&@e$P<$#4fQ%_n&VU>3>VEPM@^`_$9 zShcAZRXdE=rt|&4X?hao?v`CeoLu_;S)MM{m#TgH1kt6V%Su=-Fl>4eCF?^r_E()= zWc(r>=R434D?jYfz*Y!s=;qI8vrA15Kj7=y9qMduZ6$-vIyx(8vG219t8zIU3Pmf}k607O_Yr1hG zk+PsOl8F9-{Z#46y?$i+MvF2p#x0BB^mSQWBj-NYo zOn3ar*S)6~s4#nqM`V5SzQ5w-mMYapRr+%q`(y7#yRXL&CD!>ufpS_}X?cd(04_S! zg;%#CdX4-Flb0n9;lB{RU<9DnBc6uav`*E&ooeBB9gj(Cz_Lor(jO?yIaPvd^?qNi zg_&%P*}@fEkEeO=ivdRrmJz(>Yp&;-n=((H;4%@Hoz~8kzH|;xV)-(qojrA~%_Vh0 z_suNR!m`8~7d0qWYzQ<@$hmsbM#~`SC|F$1-9jDn`n!|2gP;APSZ9egYwIb~N@Bao zuqZr`^BYq0SK|lgr3qle%QtHp>jS>}u}wEZ*w>_{&LF@|Pc+F{>I}AuPKp^jEGBVFu}2P}5ZvpPIJjuw{N6N(Uvq^8*v- z2Ubl9@Bhrs-`!zNFTztWJrvwQL)I2@at-jh4DPjkeQ75?_8dC-?puX4C`r@Lg*+2` z)RHlS$c5|hWh8Mb+`X>m6_H4`&i255pv<%|lgD^?sm$p@l#6fJA~4}Z3w zdoD3lx~D2x$R~WLE65io9^_hj|1KgSnA(^)IysmcTL1U0t&s&10t+)I2@}bG-}3S@ zs<_*kGHS>hS(q9-F)BM7IsN;;q_yD}Q$}@j6Q{2v%&e@ej1s2iU%on#a56J93fo%Q zIw;#28k;hTn7Wu7n<|M5F$$SGIVzYs2-{lQ+1i-efZt@4v~eU!Ry~7+yK^i z%`n~Rd|A;Ltl@Y#`)UG99ORyTYN`5TMVF*u6^bFHAj6oixTa~G6qYRe67`9sVSMupW4@TGmbnu)+e57FtO2v;7I-7|Nk%lkHugx<9yk+ z0}~VTMeFVTPJ%wdyLYDI7k}S({aK&(f%Lmw|NGhiw%!a|-7bVSDgI{#m9n0nuO@JD zaqaExVRJ86UDrti=(X#i-@fhZ?Ug`*5fKrwTBs!D=5DUlmzI zfrI&by3)kT$JbU_sjw#VfB&Q+ug5i<*hCbUB_&-O zy!Xq>GCZ0qla-Z~eyTI<3D9kJDl%beuwLH%^GD(IqSkUAxeEsuHyoei^xwlR{)ZzTB0^K zHFdE)6pKcM=pOf14cF)CgkzEP*>{*I?3hpjj?^?yXl8dg^zpa&Z3Lx%6ix4Hi!0Qd zH-C1w`onn~cf(dFlA@v@;H_u!$2R*yeV;GHgQLIcwz%9JFVZbGx3d6e&~b>aK!7TY_h>R3)zsy~ccrU1>h4-V& z!N-v)=mGqxNMZpqTeZAGgqE$}`MMsws!TXd%&jRH7#KS3Ubvbi(+&stEMIhVR$gD8 zI{v5cK5%9YG%Mw{hNksz0H40W%^g6*?xexyDA6DAEJ^Mm1U0ht0^JSXcF0xk) z6f6xg0|EjjH&Rmxf}=4oF-1j1!TKd7CYI{8J)W+%p!vB!ULW*_v6S1 zNG2elpQ;eJt;Q8x`$;6Ap}xMpvQlt_f^P!~A3x>xWVr+#(c*hxAZ&ia@rw)`X-t#z zQG7)O;|hVMVspwse}DE04h~MKPLon|iny3qa&mIL`Hb0Wv$MOqJDT4|YU+hbLns8| z!})YR&vah*&C}D@NZ)5a4+g^HAHnEU*`yDbBaAQ4&+$@5i`Az5{QMps9=}V}2efW) zZ{u;oIy(NQayjC$S*Vn0v4xF}Cb6y)AYRJb*`0&Drp8nK-rd~|vaiZ`;5H^aHa51V zhSleNQHAT-nuFiLdPj$!pI=iGIKUZSCWGIbiRI<-rbo;3^||Tz<5l_j`Gzotkwjr= z=m3EX5xpLhW^O<~V!NI@PKe`Z81$^7v+Fn3JgA6{%Bxa7cWMNq? zR#WouXy2BDbx+EqOy_YeFDol6DA)rpeg_7MgTremnay&WsQ4AY2)pf?75FeS!@|P4 zJ;dCJLusz)>=aa1o&iw-Ie=Xp5&rjazN2t&n#=p~dVeZsDydYzgP((=L1X%Da35nw z=VwG17#Kc}>-*bf+YDZJGUmjANMc6)_Eyarv#6k#r@OxZf_(90M9+$(?t?mD2HB&d zqd_88Dx#o7{>zA%E)dAp*4E5UHjCLp{f^flRPxrgwmgwHOmO#3h=WgO9qW~bJsUlN z6RBLvYD_pu2Qvl2W5sPIgHfdN8T@g4mTT~*>m88<%OKj|^Yy$3g;B4y@R$E%vPy8| zT7xaI5}($upYO0kEKg0|`c3=Q_jYxCmY263ilOANU8AdTRfF}Jk%n{k92y=LYHFyi zPG&ZS@rlQgR8&Mw6UJnzohpX9v0lfR=|W3!z5WW9vJ z?YKRN+7x)};NVbiyWVa&Uk>0GpTnlNxA*yeEAn_n3JTpEfGImW`yjofq-4kQWoW5{ z0;+-F)S83j6($OIz(X2fG>GGq@7v@WN*Z;RS7`?o_98~3U zqkWDJhwt@1>IZnd8<2fQF@w%mAT2Oy)oQI4(QMLVV#ub>I>%Bt_Qp~Qa&lPhH+yFa zPm8_x_fK`s)rnuURD1O^VAEH_X#bD50{ z#ZnDK5SA1baXIdef?!J^!jwZoe&%9gW$hV6B;v*S9$cd=(HEVP(&BMrp{>2_`+AiD zpb?DfU0WvXv*mgkr`oMsAd5ZC8N-8Q8yiXF+ z(w1F6-fs5lYIc$Q4jKsR948|upGf0@)qdU#Wh~sogmvL?d8{@aVcIQh8l-So^;)jC z-v2c^Itl=c_T^U@AR$i23sWmA1mPho-1mRFpb&$KipP zf;rLi?i9oh5!bl$8zd|W5r*^m0I_dwI=avrmR_ryJ!se$TLZ2K({FM0PR+N^^=onW zy#Pe`6BlQ~44+{$mA*}IqK3a}Mu%42!A8>JSGIJQ3rV04) zZ=NF!$g;e3+dS&R!^2Zj@B`#FYfdtgT3k-LH@j_wI_U2VaWz(}s;b&NZiJRQydE5= zzlpGU-k)!P_>$~`jIxhGylEBsyw>P+Ful^`XqX8~w8{IazSp2K6kxTLiHW~~kg)Jh z`g{UdcN<{~Q`0*8EwLt8mPxuSDskx;FZSX`nsE9yWPw+ zENfyy;e>&J6)aM?h3?fV;3GC z9*yxrY~Af@cMLGo!~Ok#AQ3B)ZENI{9h}DPY*Ax2rlYI7L*&^fF3i;Nct{Iqa}w*9 zc8}vYP*qHv0B|*{jDCWSzw&(ey990Z8T2q_W@bQ*KNqw)>_|0HorW+XG&>&!7%1Rv z6A}0${rvfJabdyfWC^pTVOxgg(7lgzyz}Dnvbwg`KWn6|7hf7s;x{jn0F&#j7Rlzv zri$M}LzCcyjqZ-6?5w$+022HTi%zhfnA_>Ag~eeBRfEC=JgM#5uR7qpA8l?<171p@ z+Vld$@(hA+kV(xkjiS1@vy+8CJ2|;OU!kw1l`PUk{o3K+XJEj+pr7|vn6JX57s-9H zTzCR78p?FB2xJN#9?$Vqu0)ES03;sY*H#_EfJpg7rY!fXU8c89K7o<_Upv*DoSmzJ zd|ZW%4xF^@d9VV||VoCvD*atp@l|034Z)$3K zeSOW(&-Z@1<#X5`JR3&8X(j6v;`F?ws~zv}H~U?zI&B+H^!_~rl;|E7K0d9hxUu>D z!vkp|=tJZ<2a#|W*VnVZf2VQUld=3I?#Rgp1yamecn};MJg72wJ~cJv@D%=Zch)l| zDxo4Rm_BT-|BvKeSHmsga<&IIe3ZE1|<|E#iaeq0jc7ld*1hS6VOlX z9K&2JEQ))#-fk9KprD|5d%rLn_Yd;fAos{hOFKF{i!voPXliPrMYfUk1@EnZhDxv7 z{E3QcFS1KvLR#<;G+UY#0yG+i;yBM0UTW$=K%s|+X#klxRUf#&uIPAe-je>aJ8k>C ze{^JNV-vB2#PQeIJv%*tM+48U&3>!DYYa3}+W9d>k2g?I+CYcph(`hjI>Kl3IwLR8 zH3oFbdqkze6@!1u)^r#n4Dq<7Ry*xqU8v$Nh0elA z1SHde@d8Vnw6CE8FeqNIDb#Od%V-Amg(1PEJlPFY^G3p1uBAyB$b3CnLKnz;adqKdkEz ziGY>E;F+(=e$l@uHd|06ggB*w>e5=dA>EKO}~+tp^(Q?8Q++jYQ} z*ni-1JM9DP*H3XT+}nBQa14mBSU8^PmoL~D7*1zve8FA+gnNymzJ3Rw1`hHpbUp{W zpj4*k=1%7;*8fRnBGu1X-(7qDg=z9l+lCs|tfP=boaoAEv3iBx;Q4gyApp|J;4Z<9 z-RX(-l4J90Kt`$GO{RhCf+1S{sdUN$vXw%31555~185wQEKxHMeTPJ5_k+Mt>GZxc- z_t1+lh*DNo28|K~*Y$v7udCqc;o)F^|N3lQfQw7>lydFi;epj`^eYfe)1@m0y^f~_ zD|S~vmgu*8Js{1yDE> zEpW>bh{l0eW7y7f+#640&(^{MkBI1XHzL_1BG>-*SQ9R-uI}dX=4fZ_ z{1A{>AW8vnoXwRjw|hTruMu8@MFgFw`&U46-@w2~SsWJ^S0UWe($YQl!3$DSpogBG zK@XmAag5tk<)gKcfYbRRm!MF<+&PJE`$H2W`Z9dq!UP??R1kMAzqhb z4LYQYy7QD!mYdY~N^d_mkTWET_PL*!TEY%Gd=>Kxf#?sz1<1R#u>r{z z@1}Gbip|KN)A((7xU&;tD`y(Fd-e)}l9ACCuwBqMlR*NBi3RjZROWz&Qk8RabMs|1 z(H=;b;4YGItM&HPwKbwH34z-X1Ck{Ge06{z!^1z!TxGA@^I>EEj=*7lQ^QR{B3PcX zx3>rKM_*VNlsu7x{1J_hxiBDAT3T8PtfTJ_>d?4gEdqQ2N4?v{7f_lQc}o{A9Ef}a z+#5PGImleJdHA+p$jIO~0=b{dJZVB6nX z&Fp{RiMOvpPENkD3)B^mW)99c2)w`;0j(dbDv-iT*~r+Km|aejnPfdZV^eTLA-VT? zbh!luIW=elW8lH}tm%;=z?F+1hT~{Yj*macr>7<*ePl)}UFiu#$+7JX>mwT;ACJe8 z8JfwLk&yv(EFmF*iWvuP6;%ABoVK=hU_d~8UXD+~4T0|&Sgpwwqr0~-FhUZPFjqi$ z5)%{SP`l^@SOZl98i<~r-eyrUsD@woqktP{EraO%^MmX*x-;ga4x1h`X$7_He1<^7 zpp3|Ed^=XES(D6R8^Q2)ET(s)i0O{0rSenn+izc4x7Px$f#o5g4;&=Gaa)~_)HL-( z0a;i1IQeX~(m1uYrk5H8YOymOGCC>~#7^^uW*5-g;Y&XD8y#8j4go#ww&Jz>^R2gr^B=Fi*c2TV zv$nQAR{kW7mXR2okIMQUDIg*O`TF+x;R?;~a}AhbI0cryXYA$W#nHiG_+IFci!}Ez z3XotlG$TVpNWOKThw6a9mwrQ>_UqU6Z*_fh3ybXNh~VHZEQzXL27fepT#oG=94r

      }aN+YxHs}~TZfX|Gyz2M1g067i38D@5N zwcEFHTtCV&ZETE;-f*BGBgcEr$me^ z6J8LjU9-~xm}v)x~PE%i3o?MlSpL zp&`k~vZ*P0;Xr(LtNp`6nmgQ|WH^Q5pkwxG_M*Lo26apx+cSnuua&E`o0U!rV@XOw zgJ2U8lKSfx#T^$*fqVv$fDbP>$E;J+U9o6Cr}H6(nF?r^z|#Qjfx_M#c)7r_t@Qo- zy1Tmz2?<%O7bE1+#DsE3#@#!b2-T%x?*?#&u`3In~FcW~cczi^>S&+bW zHme@zf4UsRVT7l^)qqorg3m6KCY(Kc<&eAGE5yUoVmcB(RJNE6L7zA11xXimr9sqW0xmx=TfUp%~8q4fIJybW|KbMQAwO8^9IHUq`7_< z;y(cg5~CdSL{Tv*2?;^kCk3K=r){y41Ok39oZrBY117oHI}>YbKA-3Nkp#vq0ZJIZ zED1R|8{j!5t2*1H%kVLZ12hBYsn8?q=``9wK7rl!MzGIBchLgVWR3K%bo|174UECI*K8&zTli+gfV`?n76piK(&v-d=DT4%e32_4X90+~Kl~#N zfYu_fr}gBhZ7< z)}YtpwfSPz^BJK%=r#E=Ne=3V?%h9t0h`Ss$TWLZ{LKx=3D`7KRXM*vC-qIIz@pQD z@HGdzqR!&ClamvZaHXgk(?3TeR;|P51%>|}Lg^R;*45+>2@q`AIchG)H>*>QPJLf( zqAyBIOI=P^;Lkj-_Z4@1F@sTlBIFem7=PgSIth{H3-&tdReUJkcsYrQ^@E)d=8`}p z{P^T#8d{t%#9vI5lzI9cK0uIz(pOV^SGZSv3APA=g5ZEETdK2cX>1%#=hIfx5|(px zbp<;E<%&7|dl|m`hTYJh=Y5QZ1A;an0BNxu$WS1~RH$$e&F$=%yoi&q2#bmt2L^%v zW@w_|+TGKGnQ{BSi>`1l?=v4&9$@pKu~hQhfS+q<0N&gd$os$edh@uN_cvOcD9ur6 zQlU{rlObg%lqe(>MWg1F!dC5OispGxDLXW2Afgf}&7-zP(mdIu(xgIk*FNXm-~A2u z{{HyB&Uu|Ldw)Lf;d$1x)_R^TC@Adf^J=%rn9_JDL9yX!vbM%9>-&rVr$eN zq^GY_MR+yvPWW=*A(bx;6!FFUr{7UUo!NA!Vck79ko=dr^Lr52V?>Vu5#jKzAu`dm zXK2OY0yMBO{I2cphF(;>k)QE(A=hLMH8(acZk>%|-^*vEr5-3{#6It__Nvh>aW-wy z{MsX2xlN%v_iP>_o_%j8E5mmNsdCb+<)K42{14YP14o_l@%HiQDisUz)M3mKL46hA zsiVCv>kjG>F0O#H#POzt6LSqsP5!=B@7nHIlxVXuY`qs7J2Elx>4AC>n9}sND(2YD ztOr$g@9t=BZf|KKv$F*Y$x|2uX4{X)VqU_@mX?(nhF z8I@kkEGpXT7B><&g*TksZ_V)Ns-9juQe$hAC|01pegmh9_wvkcyH>EpTAXX|Qwt0W z25@w7SE6=t1}KA$PExRf#8_li&+fXo_lL>Z`_!a0qMG4v-*0YiU7Ver1y2o;)N-kj zO+rQG!if_sY#IAiwVdUV6cl&w?k%)o0lJ>!z2Rvl&`H!25ciZ_x;j923(x`Ncwx$L zyr{hcfk3!VMG+CVe1Gd&xqmoaDCe|PS%s^6~8`4aAlpFjg~ zmJ=RdX%%^f|G%FT&+ucVNS89G_lR0>+fyerhnh*dvC+&&d{lXto*aI5qwe8|sM24< zuU6rmABf(2=o%;#N^`TiTKfLjk-7K8O{}cb5HINI=_l5M!qWTiHU2+O)7eSfBY#B| zfTFVil~fe}Zd)jS$Z7`N=W}wXxy)@y0lk4qG zsB`OlbcWHk>J}4FLqlupxtVjdo%7QF$2SmCm6Mj%K6z3@|HJ*m0hd#pZVu&$?@^)<=$q0 zcyy*3y>+(z8CqN`c93b1x&NZFI6J8OjEv$2dH{6&bL*`xT?(yugp|5WLE5AwDU5=O z$Yr3dc6=gP%_rn;CH|Sdiek%5M~D4$b|HIq*@B=J)4IIRY3izS2Ri3J98s059nYp7 zw{KXSFd02(;_DeHA8i%$EM|VQpw_1NFtSxLioEnCeWEpu#H-*8{UN9$h$PM@Op@0Ss*5j|?ua;r^z~oK{kzbW(6@gnMvs@Nq4z$~&GvCN72{ zuv%I^%-!&Q^Ec&5hBujv4Bwx6%-eo^1>WYPrGrCqe0;_wsuo`2Q4Td}dl1J~c2-sm ztKBXGWkW+2Ck;>f+En7XMvH)}<`x!G_c(C=^0RTt%p#|sIC=W?;0uQir~$SuNjEDG z9}Ec#(|2=a`cXECm9XN-mD@I+Nd?I}A#>8>t1?f#B@?GE#pXd48GKDfR#xDxTRV-O zu6fgqe8E=7TXnbqo(wSqFSHgLRedxH(uZ3UH&O=Q^unhRyJDIzo!Y*s$`LryynG%X08 z>O{ap(%QsyP@wim61(8qcOE|`x)9iJj1^o`*3Y8uVB?iFc}o>ZqNV?b+x>4whD6ve z>Smqo+B)HpaO4@;ig)bu=Oc%Jqtc!GU$L{Z+Z#O1;$EL#PEI#guMdu{x#mVB>Ms@r z;Aqgu*x1<0 zinmQAcI3U0bu%(%h(%3FI6YohL8)%X)blPxbuX(LL|)@1Kz& z)}jt#C)Q~YAoj(JJ^8%(=Jfn2$TUA?9vD$*v7aC@C!KNH>6ZEO@82NJ&Bc15lRR1= zV>wL)Rn$R0d4I`H^A+Ic7Aqd@z>65CYqHrZ9y!~!KmIGi#xOz?(BUSKVy;lpY8UbT z5yGk$Qh$OBJAT$!^xt(Iz5Qh?H~@__)W%Ucde}MW2v)0Ar#G($lWSF1mG$h<#werK zgaYcw!B9wt-z!!R(%pDq6^xX0J7&|M{X5VjU8AQu=L^##$)X8D`>(7ixUC;n;6Bm) zm{tzqO27(2U->AVdYViKiHJBV&$eYBx1s3+zKdp+h4XWB20luAe-M(7jp>KEY+zB{%Ry82eQ}OSd&*TS^tz7$FyUR&QHFk7xDHn_NVx1r+B_f!{El1V==7&~90W{&t#FAYEjHlkL-5 zb(^I&Vrb#VkC=&CH!-6Zv?8Hu5vd3@;+;RLVF?q;p;>8ZTQBHe)$-LERv!%etj%46 zS}f1ga?6i0?FT0*3TLdWtcE>D)+h)t<+GP{A#>Dv1VRjj-j?gei?4~>e&E0spWviC z`C!DUhW2^fjR%gk+Ya5v?%(o#xomT(sv%gX5GZ(g-C5>9Pct_}dtW~kpgY!XjQ%IF z;S59U4Us%&k(QO6ohJ}(sd`KvQp!m4TKk>8n)0x&9Adh`TOFvVsA%A+j=cKwB9izB z9UB}@LqkJg<}L1taB2i!xPM9YA-VZTGFg;rZEJfsB_&MQ0q}I>8podFx)+=}+uE4e z*v{_d!~T4}1gS9iSn7jY4pP34yj6qftX$KlgY#b9V&vuFp`8o$2xeU3Q`VekS_LyHlAlLI%yrQb#+!)i{9h<@-r8jO@TX6{EmE-wk<>(luc_vdtPu7!NgX_tC zJBfmaCn;?floX}Y`Rpt#VTf|id{+Pd`6841#+&^hG4aGmHpJfPlG zy90v=UuW#GD9BM+#zlS3&JT%a0?wJ7>}*Lq&R>*CAr?=sA}C6~$yV_c78aH*SEwrt z4GumeW~3j@enwzOBbUcyqI75cSLH?ClP0O^kqfu2Ws0pT4q#8iQc&k*P55vle_zWF z3p)`Zuy^7^L6mGBlG}*KOT@wk&M(5Cly9c4OX2ZjzCuxMxJcm2<` zhbAJVx9t-d+Z|tK3{O-DS#&CWm(*`B>26|%=T%MBxp_qDS~vS2508e`Top8U0T#Wm z!tR-#YJJ*`S?^6! zyytcD?0NF{ye7Lu%kz69)6X7k+OYO($hoz8ib=x9j;=k^yitKWJ$_%uC;Q2<+;!~t z+N<1i&OC}7kqNy`ku4HaInLd-_Lx@sZX*FvPN|!$Z5GifAtj1^3#DnF69*E9lW%hsT>{qm-j^9d~0n#<0|i_SLcVYqybHOP~1HCQ!*=s8=)`9rGUh2#hMLYH+$7KhF5q+%`%L`59F& z=Sdx%$j3p)!e>*R*F87tF_R5yXF{1dUMjf=+o6N;eD7w;AMxFUY!7JXQf7>SMVDl6 zi(>VDG1yf)Us9|i{^UVvU$ZkNtudl~^PjoN(z2185+fTL7spmnwH^L~G)yx@V$-G= z(n(MBa?B+8M}LBTT&tPP!$RMzspow7@J*A1@j-<89_@rW60(SG&R)Lf_}qrYU%xza zlL%gXn>X9IJ4lT-B1^cGgciC!zA^IhQkS$;6U;}6Utg1(y$Dne^d`fi0Wm<%^p$ln zS3(0T;HkOkq&}9#DXeCi)-(qj~!FMyM0T*Nr8{fz$P0J+@d(?Yew@7zYD1P!J@{QIY=(FMzJ#{1E6 zZEE~`kC}ihtejb&uf2z=(Y*NS(}nhYzT%G`KRz)La7H23EhOHfV`E-Mdd6+z^tAtg zw%N!}Ffg#g32)j&BR1jEGB|sde^SGyk&iMuI?68xHEu)o-Hw96k&w zf2k~aIxt)F<*8ZCkUJrpo+bdKG{i}P8UxaHOKhKGB6n!i*4Bnnb?5`*rULx^#byUy zxt?&o)s{2F{`G{x9T;qSnCq~8D>P#CXbDoWjEu~9hLVyJSHMoG3S4btaXiO3eR?}x zxP9JPnlDH0$Ne^%l`>CEiv0V8ElGztbEH{i3g_s>&QtpOajsu&Ker^i$#r@?-y`^0 zqmKKD3xw*m{?uF7p)p-Zx)_$%S7;N~FJmZ@Hl!>XuhI~rPcY0e_?w_WHZ(Le_Vq*B1L<^b2O|Jqlu15tayC_%PJ)q4Y=7)Xw=lM_a6MTa-iMvWm3*T# z5carqN4&73g}?2bUTw*sFUb84p1ZUK#bG?q{N-(zQDV)3VP)lxZY$@59^aKk_Z*r@ zRnQTF3-<4U?`6A@q-F$(mLHTtz5S`shjBr(eFIG(-o*2h zN88~jlZ@*fzS^4OR3cHbG}*HoJfBwoNp4m+=X>Qq7)AN)8*+}bz#k4kC`j4JnVxa_lk zfB(xD``0Hn=NL#QxZw3O&N-Ueu(H;M-CF%-zIr$9HciT(lDNE^;QnG1ttu(jF%RK^ zv9q;}wN*HN?S}KuWZ>rSQLZM;XnkrR^c-3D@taqlxw}Ne) zWovn6A#rfqoGd6edgp~uj@laVe!zSF)T_028pVls?zB%0F3+E^@GB%mDx}+8Abz?U zg{oj*dDyTx*=iG$ZQH}65COMk_n3~)b;a_NJG4N#N)R)TFLygOtLQjWonoh*=&b^& za7-`oR1)>ZQ5}xQvJ3qNe-`I{e6||LRCO?0fhH42UweEkIX}c0Wb5|r+ZCT(f>c#} zp;wZma~lR7#6Pw)v*G0(rq{}1*etUH2EwMB&HYR4f zp}hT$@JCAeO>b(5P6H4nax%ETprF~iZ=b-ihk7{%1I>JtGwSN={AB1ED{iWP`%sXk zTL+$cO7C$s3l?{s6MQ!(gKKr!_!Tvr-_mc`5HP_oW*JU32!aVlTtY&74QF^?`F1|t z{%Lw*&?Yj`4MzJN<*?_&%R1uv;|=v-%xqW}xK*37lS%TG7ydA~i|LzvmE8a8iN~`G zl0StgU(@b$2^$4ovA5qLTDvXCXpVu>`{`3d(0cW1m;ryIoF;&dIOsK?wV>pAZztOl z$k%n-Vyz)D=VuPD+4!2*2uq=V2d2HmLt36THa2rqp~OIAcw2T=Db~$rWl6kLzi=b# zsl>CvH(rJV9;Y7AJR7`nZ1o=CEbm7y;M$0b*KR5Qt<}g%vDqx(K^(^^e$1P9ChT#k z9yg;U+JBY2Dv!1FR1-y}YB5E{YmkpfPInCx1HI0?m_Qv@W3jFiEgXuKYlIVd^S1vA z=r6Zku`I%0ZZ2a9{0N44%sXb~vG~bhM&mF(zER~b@d*jyyEeip#!)rzx`TO6WD*?F zceKV7d&Vb{2KxF^)6z}{KDY{R4Gprq@%ra9cSK~zetW_f+t+8p;NPMgZ#PYoA_1S% zB*<|h;IYTG_cB@IE>wMf5jf_(uG%)7s-pY1b{ldc|OdxFxa>M)Hxx*7+s$5o0+_X8! zQd=H`?)m^~$!o$rabuFsSkmS2zR=AwG)GnQxHS2ITdA{nYOOYdzFDm>`6@F?A z!ft3{IOgg3sEu>ikAm5V*Bk>X77=?_uQhR9i${k@oiXE9dX4P>-7DXX)jv$bO&gi%oP< zaU(@gg>2k>?x&a46Sp#qDw7An9*Bxs;q#sdBt3LD=28) zs9kI7&D^)v%l0smxiyC>kVU_Ep(MUWjgQAa9p2vbKSJ8`0o31AIr{(~MY$Amrsz@m zw*YXCj*hP5ZpJ7Z6gAJBIb&eZxn;`b+fd(C9_z;p=eKuT=)B~ZH8ERdZg*24@78&& zG~m_=M*et3Pft(yxx&!?Eiw!wGkyJlQx8=;Iy!6|d`f+v(29x`*{vg`OLN=FUUL8Z z%X)CQ4&m$f#3Uz&uzjoX45gOGDv*iH@?JoenQ6@$&I&WzXx>~lv#pM^QDn(p2Jo2uk8T|+1S`%#1PnR%PMJ@n~OyIBzzVJv1}FYBAO$m z(M01&SY+ftxzFp$0m1TW;w4=ac0#cht!Zj5#ank1Dz1()Z1~ed@$Hssj6yjMmJ%+s z?{Aib8S17D)L)Zy=*?eUmx@S^i8*6xy36(}nwNBGSoh|(TB4z6(M)RW`s?W4NxD|e zgeE*^Q<3O9>7nq05*tMXn`4B!*)*YdeVrp z)E5|_vGctUTQ%)051g`oliZ-*Q$;NQ4)eCfJTgFAYzJQAcjw1|5(UBPz^B7}-RRLMk*&d3MolmjtNHxu zoE~7E5$v|uPn7-Kdarro^M`tb5^)z?U^9Sk>1#wHr2nG@5-BlyAdTMn&oYrqii*yj zJ=<3DRTzd_r7hX)`h)^>2tBhpmhD9G0|Mg90DZl^H!fnT+`F4durt9EZIPDTz0HI=Q26E6jNYr}8@D?Hv^ zU0vO7wZzwRoRnS3k4fEH2P?6a%}eCp=Y&U;1MUvL-N>ipEcou@*IB<>VuJSOZF&Uv zOhbCgVZvRWIY2Mke0a0X_s@>R`_|4sNnD~m_iMi|bT5xwtBW z`uh434^kfC^Q6cJy7F#Qkwp)n6^m)ZK7jXp{h%Duzz-~-^y!&Yp4YD5c&;2ia^DE{ znzChnY{EZF%Saj5)WoZ6Xw;ww#YENfA6DewuNor#1)qE;G12eW*KCx_q~oXWD4!)P zC2&*jP2h;tHKQl;DG{xEPfPRcH&b4lp@ha4W|!vXxiaM5gppF2H=HCKn0a7Y z7yuRapf|ezw4wnmsI0}2F=RF()MqEe$Jf-?qg}WDX(?6q#B84-)+E=Ej>3QVMHfs= zeEs9&;3HZL?$z81guKHlf1mYF~xlRszh+r9B6TJ~B7%az3}H^oMo!jPnll zW08W-z7_n>Cov-MT6oNjX*oN~a&z(W8lF41sJG7@p+g;8JI)QnFD@<)QWEZph0CW0 z_7;$w4QZz`i6q-2%%_G{==>F}RN+Nja@y?`DHu_OMsc-sb<{=G=hyX-nh@(wlqy!_ zKYUEbDnQA}`ObzR0`J?iXIX)hDJwTOv^_wHg@t7_2qvWRWzI*5I5>vCw$>8un5_x* zRy0c1j-~l&t@?sK;kzg8;D?b~@4yTNFspg&7;wnz($b!|KRffKlVHF*8Nw8Dpr42{MmBS$|`;6CpKprqnhT3 zy&u~G;ufX=pdl#gvhh=ko0SuZ|1CZp1(J5Y&}hmziU z1F>OA@Hf3i(^e6*MT?4x+5)fjGhC6GOA8GPQ@Z?Vk9EVw)}3bkIDTKiVt_zfU7@Pc zWM=&9pUolbt1FTwfNa|KuP&TkrLo8XT#x^Y@s;x^D=6sVhR+1m=7ZA$EmzJFO7h?@ z8XL22c?)p}aO`{i3r*QyAmeW8Zp3QD;i2ZO1gfb_d;##PSadSTt-rqPDr(^K%P#P4?r8eVWg)WD**XP&^V^<~X^ z@gm-qiJAEq0{XF4&8jvzlb5vGa%cjz9c(xxx~E%G9T7X}dMxJQc{r+}v8<4N%89Z# zw`S=519fyL(1Ow`6$CeE{f=E&n=Ku(&rN4BQCJ5K2^rP6stdZhYs_C4*sL(wSp!a@ zScxXVw`i;xDcJbl!m!S1`XAi7Rum~lk6>7;XKcKsrvB|ubihIy&fE2ui-%rLfiyD& z%L2gSZv{T~d-v|W8xn#j0M{cxDz-Uz4b2{s^5@TYKNs(TFx++qpn~s8cmDaO z%7-SFoYKhT*8TK4A08W1>n-5$Ucmg1w%ZmLk99qtbXAB*z6|8?T3qU?a*>K~9^t8HO6r~elg!oNL1*DKl)fIeCVpRF`fR&ac2 zDnw8Jo~^kMATe%Yb%ta0%4i+is-{TQkF|SKB}Q$={6uI$rW(TX%-%+h)e*x#izOBJ z6s$B+EW`X13qtDNy{UQ&_>_fsc|Vl6nCHfBtv&>f>$sgTA_Kg#Wyy=QTvWKH569-) z#KekF*eFg0PKsYja`M-u+lP(FORVJZJ5j6aLM;~?;z|t-XMSmCXWFjTpxEce0aLMyL+I_qvLzC z#(jW%xTnGANz*RRheJrCfO*%%eZH6K(|`7&Y^In?n+mk%&|P+T>GySJfM_L!lvcjf zm+)vmz=g=vZ`IxdpHAzaIu()l?&1Fh5dZlMWF9?&-%%Q9K|%={DRo5RasmH>(q@kt zQ)Q6!&Ydj{4R7mFEhcFH5THR>+V;`VRw%XL5r7A(iE&+m`(xDTAYI4D#u~gRfAU~X z#(Wq-RnN|p_Wy+x{}11ZumU&pB91=et=ClR-zc(#pb`J04>2fK6TMjmavndP%1nOW zts%ObAQ@Qf_GZDT*k7TV$Ud9Ms5wix|G#-4mx@1baEIOupuzyxhMoLZ$6Logq@0ym zUj7#q0z7NtDay4c^PK>utgJ@y@=#=IC}goK>jAO-bsHNzs?5IocRxosUL|@E+u6R{W-m6cQOJL7MrQDHl>4Mt$k-uXXaI7~hqz2p9Jb z9_o5jPylYm#l%Fg^1b3lrAlySp+-b0tG$rI_H@eeJ%e{Nv zogvf^+vSRw)*F?Pt^%Qm$I_Ti%$^WZW2k_$c>A6`@q>%7{v15$3yr|4F8pR#rQP4+ ztgO0!{;q!|^}VOTmAB^pKf!EhlI|UJ0|mvQwxaul12+Z&|Lt41X3PbGEcy~r_}z$2 zB*~_S91P!p&IY=?o(IoPfvg}dK+7Dc@JpLLVPI=Lrb^yz3!A-;7%GLAmYUsBYJcsE zQ4><2q?mp3$_7=HwgC*-Kma97kFb;oYEExMF<66e0*QQNE ze%Ra?M$*YLeP&5N(+evU8Xs{G=YlX=2Oin6d88*%g3_*0Ch~lL<(_hGg$?xd=PS#C zsqt0lNST%KPgW*MRH8b4f6njE2fuf9NZY);ysxEB(hjoAOzQLZXuAbr2HN4}%a<5O z1+kEUx4)&uaCtpt`v|@gEe)H=@7}$$5fhlKIYE&0!UUsTAV=0JqNYI^n3<7r<0FPi zDA}X_rP$n{zGwk1(Xz}qZzyHTGi4pVM@fk#mUK;+4XT8?`~nwK-PbewRSslCZ3;J; zpSAv>vyNcLhgxMLYjvem@l)f-)&h(PqT}}{jC`a%+vf)XWW10HAf`13YquD!uPJV& zC*iyvwtBZ2EdBr_+MXGb1_lO6Q&bdt*BfvV1csDnN0o6ab)H!m#M<)D8A-K-oX_en zzMPT@Ao1V!)VD+vDlaBSvAI|Lo_?(}TUK0rhqVV$3PubGNy&iiPVfNmcSY>-CPzTB zaCO~w8pBrbwxv5?Z;0>cL>6$H&x3AyECqW;CaLOvzj4;ZJ?p zgHVT#^lSZ+C1*s)iSh9bdznez*g(aEdlq696R_&mG4Y~xcunE z5ECx(wGOwWGI@xN)qhr)qD6<(B*GA42g9`ObNp-rafbQsUtC4&{l)_5B=x6fG4nPU z%fvx8VIb**2F}qsG!io1%7WV$GzBgLEQkp%w$v|vALJ-0zfQrQSu(tFTcwkrK2*sm2i zJwrPQ)@QbHOCzvc^!5FVFmrFj1I7vOU1eJIF`1o>F9hklZ4XrJ+O_N7of|VRy0m#E z>`Y@zi%E&|y%s*dO_bTLYc2wpBz!B0CL1GM54x1;tnvHY=!Saiih6@U6=CI>(Q%>9X-;O^3Z@6z9Fz z{|t5!(pFX$Lk*YLRsjKKQ@2ZkioI}Kz%8*$I!0LM!$ZxNO7m{BsT!vw5}PYn*S8uR zb2;6Prv17_8V57S-v%wiFyClx_RF5GyaGQr7|5WkT24$z0vU3&dusd7Q695bVv}KD8ox%s-zj!4bgOze zOJI2A6TzwRaP5olWB5LWH#IeBm-S(i0eZZ&>+W+77ajVG?e2ehwR-ws<;vuwliUZw znSV(m+$JksJv};Ky3fmOtaWIEO&tNhvKe!@3kEPYOzK0MSq9Djd9wpRr!-k_8eFvR z3SU|6@Q_|ZW|Cd$wiK3d#A>&X(K&gJSPC`~6BHovU-`{DiNRq%aH33?NB<8^=1 zxyYl+*$F!%s!Q%j|M`+0h3ax}6J@W_uVmxy~^Am$;;J;or2153Yk@)M^UTfobNyd=4yoTQg1~O<>iT$jp(a0wGBGZ-nocs$$ zB5|kk5z`?%j}e-Ly@DYzCPK)M^_k%NnteRjFK@akNvN0A3mF?=8z3`_kRzhyeUCI5 ztYuC3Cx*hA=i=n_LV{@{>tdr6S-*B{TI}x(wE1>>Ftq6#kIQ>sRri zFn0X&^(a1ts#iK^;mL^R-oNfg|0~-?f=M`l6EGqs0z#7zXFG>s?F4Z{#W8 zV|8idB4oP|(76N}2;*S*&~UoBC5$xC*||P~dE>hzg@9!y1`W;~$Zd+cL%Ck0VCr>F zMd`Hgu&{3(*-@KMN)i(Dh!|DFO?OZ;KsNzkI#^pGV(0ln4dD$$Y1*ZPS?bou?ONuj zIYbj0_j)j}XtZel+Qrl)djj4+DId_NaDMrv|GAorkt@ePFELQ~KLNwNYi%w5F{!L` z4f??gRtIZvxYxLXD$UNFt6NTZroQ>9@dk$$=uUbkA>I9x87JRRpUlt(=%Bg7@<8J% z^nbm>kMvPq@j8!}tV~{_GJIEczfBeN1WA8QpHn1DS36Zu1VeuB7}f81bzW;=+KVF2 zXGki)Sk2(@3_TO1$||DCvz8(8<4S{{BuSC``_L**a577fNgh^a@Pd`9@XAArbSF7k z**oHl@=n0KZVK<=KXBc)KUm?2n%%Y&tccM!(7#CpsQ!p6?CM&Sq&ioJYNgsxGy{DS zHwHg3YtHr&k#ZLXa9VHOzWoMZmG3t+IYV2M>s3U>Ep}eS8P`WG~Fc`&#)2jY86{$*Q$BrvS#H}OB zm?Iv%pIJ4N!;UF+@bVRO647$82j<%xrxH1xQDk^@ybD4bN?-)+K-qzV^kShG= z!ILMlaKf9T-hH`$QNpnO%gW5X$7+U1V&oy^Y%6qpriP)yQBzeF+92Z|dh>Q9Nw%3) zyEy1neyN_dymx{8f!|j%8y zNs{bR&A15XDX72vTer$_WvUE&5Q)33PL05WZ)n)O2pY7xh_0MvZ*v!@2%5nazkxTV zz}$Lwe9z40No~c;n7U-jxVMhz#QG=bL4EL}oSdJ(z7^O!wE8ews;^+6^+9o0kROJ4 zIJtBDQ`Nb~y3Cg4=Az0!dB_UhwUNpz&M-aQsX1X&8S(N{DaWiJ7$<{nI*|<8^g(Gx z2`)R4-iuxMGp|0Cy37(_&Xh1}r&}-TTs-=mN>WyG{Nxoy^%k<&Fvvo#4zN9NCZuIX zP@SF*!T4T>DyD@rr=cOy3e}^$7ubm}9L~aluF`PGUY~@SqLFKd_ofHgYbuEkRWL@w zf+anHyxQ(sd_e2pE07uk{ug--g227_8#rIUe5*$ZK_U)rrN>U%*1c_ZJLC%Q;kAw{ zxKz$&$-~>p0WI+l;5YGC#zY2!PA`u1RWNdKGIi*##GtTPCrN%twHDLtpp=f;q)o_UK?2Q<5bhO3eJ&@b!9yi}xI+e1oR3#eF&^nMNrWvCH)Wj6i zDqeJ}(AvmgF3b3ShJCV}*vCi7VYl|udr{Wu0@o%27u!Zc_Sozj^dN|FUE2}KKpFhG zkpdck#*e|%VoZ?Cfjkk`VFZ;bNj25j&8?WE>>WHFV-}Aq@ldox8lA5`aQ;3Jo=F{( zQ!0EGw!Fviz|t-<*Nql&7IyYxVfE_tk&c;bYZ{=)_7(Iw!^4Gp1DWGs1dbq3WBe?iIJR zvL%zxJPeFvE>>l?rg$mEOVFHA>)Av<^YN!z2SWRhSLw^AdjRj2>9)ZU<>O(E-=Q@W zn7u)}`uon#G5d8G%P4`II>MRg3SfsDg=t2AF7b{QP; zICCb3;Hf2#!^E{dou`2q!+rHqYRWp4I@E6ntuNFbzkv7+xd~%Rq_N~y1iPU%^vm;T z1#>K1-x_gd-uCtKuw*3l1?M_tbaH+PDL7|jWIuEi54--k->Pq2E38>!H_PtKU2%A+ zR(!(O?KU-4>Wey$nW*1|FfR-D;d9E_@Cjch5}T?MdJiy+GE>msjEQcFrN>X$Je#(N zb?B*Bzx!g9v++c0Ve6DO^Q?bxyAxZgu&rl$9t?3RsPj%=4UJO(?? zyp7a)Oe8?Pr3+6kb5XZXL`cZ9oouRU2c@#TFv;V3ZJHu^J_vL=8d+nDL}B9k@#BN} z>rywWCJdgEbm_NOPaZ#R@#5~32F*V!g0+^|y2#zj!^w#&bVQ-*LCoyOb~wXf;eDC> z4yV2XlPus@8h55Yj^~LuTGMd8C6aPAuF)rqIyseCv69&`bt?egia%f4M72Y93hnk@ zzB2hFrI!e3lrzlX_ao2zOz}B*C0Jiwdwtq^Wl~v~gBaFDqks$i&)ARl%@&S`k<)Xmv;#}d%QIJCtr>+}(J9n_xR8{FB z*w`hKPJj_H^R0Cc`eUWSO430Ezx?zZ42()reEbVo!fS~faOp3+K^2i_e8CsEWW!wi z25l{^XI=`6u2sap6BxJA$#P!Q9+oQB5||yIE2VpcP**mm@5Qi`0n(#?yhJisp)v_{EyRUnF{(@6C3k(t##Ad zzcuf?>V(Sch!=96K7D_o+ZXW@4O5wyM!T)E4ud;RxwmCV`B(-&CM9j%wCU!XjJ_4M z#a7ivp)&owbz%b}s+KdM;VSnN>>pa}@zmoX9j(-jG`h5>$%t!RNKS~#m#bOaWk&<( zA6m`Cp5fQneyog}M?mgN@EN;K{xkKXncL_Fjb^k$`~)TRTfMzcFB*5$#`LF54;a5v z__h?3**nnx-Rw>G@4w{o{G)5D@}&t&X5BNX?2Y`~Mtqpj%D}Q;Hu>w_$eSfDsmZ-* zv0O8P)gG9R8=ZQ%lJU094a?`>Z7-q5V`88acmMIFt(rpN_%iSNOSHZzh@>NFj`@oD zp^@|G{EnkExD4>CY{O6eUN$qR2(kqyx*df}CGzselz*|%_@o@t!xyfU`c zBb_a<%Pjw;+myh%Q@?~oAGX;#7syBsDVxW9YyWhY1!3j6+n@=!hqz0?%?-*QkG9vM z0_}WF1@pED7tLvHZO(_uJofza{c@ioj<%MYSfZJ|4-LyvTofi@DpTxk zl?yNID|Lo;x{xIS*qInsSXo$LG~Cbg3c9?-=ctwb`RuWamtG>9YfBb1$Ku+gDOd%X z6yL*mft_xX=ML5oH%jc?dsbcy1G=_cRdVi2I_UGtL?$>Sr0tt+dF?y|ik5o^46_1L z?lXS@24`37;ZQEH-u1NYV&5)vyKJ`Q! z=*UoH4tsPmZnVNSofcQ$_ttZ5MN%Bbl>hwwdz}!C8hGQS~Z5fR8~INZq#>ZeiikGK~DWCEwY0Hr3)$nSo&J3b@z_QTfUnjlfx-H)zWr z;;%$FdR0kfJvFR69nT=f*)oBG`HIb)azp_fT7_uxS@UW~x~4GoW1-Cn&_w~aiDFTS z?*~C8T6CKdHjs3pP(17mFtD9Y_{!C@<&5g}kcy-~u6JfrTMqpi30v97>V~GOy8=(j z7iI*hl+u8;IKlg~jhm>6vZk?0`#%+5Zhl56dpe{}kW2#c)5LX()^lvTi_iPzdUd@Y zwik?-_ke68KY%KHt%EfSs*%>eM!_c6o=%84@I0(`X0<+G9owDv!qE}Yk5WG zx$ArU&4}ps~@n)>d%cirD9-UF5PA16u>d;H!S7@X#(UAuXgZR?fmv@Sp4Z9zFnoR><{EF zyl9}aRKueCLNj<~lD^TtYA2hk1NxQtj$8ChYQIG2+E=risNs9m*Z1Jm+caj%w-X!` zhfD3vuoGC5BcO27IB}YRwD9eDsM$~73zJO{iQ;B4{I@kH-s0R76RDs35P9UsTt8rI z?R(Y4kpMOi<8mwZ9EWYz z>#QW}hyXCRJ7e$p+BM9ZVQjUbngui8v2z4Wg=~k1VOLA&yx`DJh+Sv^Px+d6 zG>k`>{M%KAh4dGeDRh1g&th<77#la;`(@Ge=87 zSt|VlNeKy03oMMRT$lfrYa;vG;8DDEaj$-1ICalo%zOIEFsHe0^tRcrhbPd#fx@0= zAl8?CCiSoa+!@L2I;T4~J>Ttrx0bjM<11O^b=r-JE+xz?W1eVNKM@`Z$>YPNs6f-;f0LGG2rRcrGs4Mpd7`dC9 z$oOrF_39QwoH6Lvs#hO;8c0QlucD;44`D+X=*S>eevytS^jXB+Yu0mwg=!5CVX}vg zJm0ZHFx>I3(EYfQRKdb&<#%%wzvkh_K}FmfTWz#`5V9@M_aLNloiv_cxc@82qEwCN zjv1lex2YC8&BAU`_IG`@mX~oP(c0KB6ZYk)AF)$y=x%@4y-lB_Q?BCkYmd`G{K^Du z5{`MPeoOuC%oJ>U>bBcd&r26bksh!RR*%xARX1HZK%dqzV=@pU=`?xs+}4y^J4Z_y z-D^Jl>;emf$pQ>5NKcpDZVR0{SV{D4gXE&~N`q1o_z?HiS@*&P=9DX6^i`ngzwZv& zw?m)Q`jl>UI18htMA}+!R}odAdOJZexw1!ROZxB5`QhtF8GSJ8{N)l16gScisq`=j zI$s$UVg*xjAZ?@ zjhteB7VnysE6GJ=mAC{UFWtWjpU32tpvb1TrB_D-ZC);d;^fdO4cBF0nfmTgWyXPQ z!n(FDJ;*5v7|?3ppg=uwvE_VlWTdcyr3SEvX+ZXj3F7T`J<^kGiCfgv8kDu0cFD&k zC+ASzQUhu2b2aOJ!w8G90lh+zOu(vl|E8TVV;JQkEQOSrFZBf}Mp9pPz%oahg>4mR z^Oyyj_G7(G+WxElb;|D3g3-nmTRJ`uu}XNuyG*hbm;rC68U3D)TrFVad5tkU>bmLb z_2+r8nsCvYbeTSbp|tK~Fn2DxK`nY>=dQ4d1aLdD|F7AcFn>~3?{mA;Xb?f3y&1z$ z(3)ID{51omWqT835V$m7iMKG3bgKRHz$*x0S{@Xq{k%HmH>btPj&oYYOH4FN^b@aX zV}3}%`>Xvh2@vC&KY>uzPn6&$%ScHnYvB1i4Q2$NA4?D%=hRuI^@$v~DnPc9m(WT5 z2oV5Nk}OiD*z0fMU>}UBB9U3*PHwc2 z+p%LtejuWmj=UwY?5(A@7ouOd|Fb}9-O(t;gD1mBOIz5PZJy4;{7=p`XaC2*1}jPQ z3SRxx3pEC;H8=TNBO`hDo-ZVH=OrO{xObm+*Lh2Hnn4T`Z}e(dMGjEROha-nbZgOQd7hGZ=dX!b+F^b zcYxAaXGZ^R2U?&Wjf{?heE;@mm@Gw3>DpaO)c5QrIcqbZiIXuDwqx7gdE)Y+9kX?jTbb&oDEWDBg+B@({f44LKsDr~-Sg;w`1&_xr zMXv&yTre?lGK|Klq+GxbjCm6Zo;=BFg6R9+5<^SLk|w#XYsmUaU?jqOrR3zYSI`!S zAsr^uWUGL!1d{Hwo{dfBIPbG9$CxSoxlF^#RuA&?oiLfn2>KG2W+_OYG=1(AJEi9{p#D>3)qTp!KcQ~@D0#+0;SX4lZCqh}13H#D=^;lH z_|K7A$<_Ky@NC)rT895#8d5WSwQNEv@pJL_?mbqb1aQsJdS6&63~_2gb08($=yNhM z7VlN8qCrcz~C-c^f;PUNv_2K;LYfqg%y(BMs)AS$EfM1)UBv%0K1FyJT zX)4#e^Y3x@Tb|i2C5~T8*jK;P!&wOhm`Bv?H|2RQazShbaQg0lcA#b+9j_y47w6#~ zXcEx{cc5s-f4TmD5cb~TSoeSUa6`(w`CMzq6%B75uQBn5DN+~Io zY(-{eb_o@d%r1nij1tfJx$pb?JC5f$p5uA$zZ!SAKA-pdHO|+0o-eO(L3#O$2>BS6 z{s5y`LNh|#wYOZkxwlq0AYk>;qenPF|9b_gx2cSQh*%Izq#D9Fxt#V?PcZ}Kyweab z#g#ct-S1A|ID5Sbak4g0_`d-T7!%QflB#z0+L25B%3H1^h>xZWwJ3DQ8eE4b$Sc*TMCFO|X&Ky46f}fgX?;ow$G>g(r`4sWo zHA$=35rZu&HnSM4RDJgd%W2BSv3kSmao-X=0nLV|~i{H{k8PP)+Do^`4A?P8}$) z(bEX$n}nlgx>1@+eC&Ql7?#}cN!oDo%XIntH-_!k;jzjCn}B9{uPcs@BK-|iw?TV_ z=f}v;1m6uPf4v@{ov(Sy#--9_SH{=D?*t6D2~ z?(7#OuU836Fm8@XNipc0JKgpMW$e;EgOy00W5Gz2qGtxmk~ZG>04f&Fzp6uHoW{!Z zZQ678N^2=hhD?fA=H2AwQ)Ak^Bxc4?O5^qE{{c|HTseRJKG-ezrEgt0q5NFq>&6&* zpKvrhN4St^=01Mh*lPnJgr3t5T4lRg2vxW%6C7w#@rty$N&402u zw_jJcO@ryZ=0H@)M`W`s$=tV_iuT0N{&zuOhCHK-_zY?>!8A8~<^T8P^q~P7lIS8# zV*GE04H@zBiRFZR#JjVLJ~2(kL<;*k%;4q}rLQKf}9z2j52_*P~Tk*m7o77uP!Pp$@MIv&nJ>9;zRuUX~GQ>!p?x-?HS)G8Q(DU z#jUliiqJ?oJ=o!aal`J}M>8{?PTitMh^HYssC;I(y!;jgYAzNV)GWGDks7znqm=kr zKD)Ug0J3)szYP5?529E{9%KwdqeTddAwMB^CnY6eVv+oKpJCN30JT1Gl4t;|CO#$! zBgp1N@3)QwmW?pw zlW>D`$^cj8M2HMz4lC+qDP-YEBhcD^UY(Fd|v+Hyv^2h#eCukwNLpj%?$VX7#hCEP!-*d2C!{l z%qzf8Wyk=VSV)zCtTDdOTPd7?d_CwM`Q$4bag3LK6BVSeZP<=Qs{vdhV@;DidY(*Ykj5SW<-l5)xF-7F$znJ8ZxDcN zf!|Aef+=*3CRe9R>s>7_^VYW#DW6vsr+6j{5IE3Q22#P$Po7}5xr>O|7UDmf@~v}6 zJ+tYPz@2E_zM(=#oF8dhGYE?b*BdRaX@RIV6;nno3atW=>h!nzP{1dD#}$KgAXZby zdW%K2jo~=uQKbWx;DUPaN^t)Og5*SdHZ$!EN<;>%eu=SRQ?+H3DW6PwYubE*H*eu3(#GZ!w*F-Vtdl0XN_yBfm&_kN9+uUNoR*wcH_ z+}rTH9^hY$GttgG*bbu|?lt@}SAq$fYy@faGkBdSulq2>?xO^(6ojacvXIVc@0OGl zjzxWzd-BCVN#)5 zpOLPZGr@R1@CTe~T&d>$WysJvbIe6~cW$kGInD5diB~<uN+EMinc+~#ERWCpDR~BcGs@bQ(EXhZO1}DR2Dcr zrixD#Un^ZE2Bhn=%rmJpMd$j09R7|q^9;rLm}Oon&g*oX-}X-WSynph*}3nxNep z)qfcJ2W!33Wc(%(;H_bEfKmS!DmBwf$}C@qMCzd%+zMVTdj1(uD-z7U9|)p?&Iv^! zFZiiH{TE)X<{v|QfE`{Ov=dAaLa4NbXhGFB5@iOy-({kNq^G1j>ZoyXA1(~} zIQHy{yBSUxk;eY%R>jl=i82ch6$i#!JcN4qC<=f4waL>OFF%|iWSz^p|IaT+WRM!K z2j(Hv-}o!E&2tf1=uUvP%n=<1N4nxaSrtD)5eiIH1;_!T+<*Y>lA-hD|Adh(t(PqA z-TZvE5e2RYvws>qx?r144YP$G?cIv`lkVKv7F?b5X7*(@S&F4C^kL8u^5m}nkDm}I zLf$M;nkm{WEw&kiW?1I{*#Dub(q@Nm4s5ko1b~vf{4WIIxMJGBPqj$z~vMK`MMh(6^n&~N9Nd+mpLfNtZJxcn>FuU;4GeBUrNyut8JFM_do5moO$c7gHQ^T<5zmr7;@4L*Y@~S&lVsMiI2s(J0DB@p#xNEY>m4USiyi5$ zP|cvBp~0#85EQ&O6w&whTk<8*K@K%9kES>35+tW`Nz@r(1%#+O}O(%v{*K+u~$t{14YPrzo~ zmy?6pSy_cnAA%@aG|$C`j@919lrxr3pBedA@#;w zh5$oZ1znMMF<(P{z0c{isP%wy*Zq6VK>l1Sgq97^M~n~Q;L$ScCO`2$}F>w1fAyuauv6OcO?mcT=&8r)0_=nm9~ zW`6}&d9iS>QNs!H``d)^3U^GD#HmYDp#FV@^FiDZHVGYdLBZgROMvSR-7UIV`+r`< z?7)C+6wxUF%*N8Z4ZF17WWL6l>P#fRDUo@3thM+wOo3}xO@fVVJsOL{#X~>r%ePvZ zLlGKQ{+TbmKrvT!is7TlR=v?FR*gUnB-vr}Y6w?{O0E`yDzLBZwcnLn7G`D*2^{aR zz*Rx89w~~MtBo(+bi*zqU@%Y3i`K1XULPBC5wQP5FjBws2!q}sWoev77ixq-8iQa{ z-DP9OOE;OFb;)(>Ly6b{*1Ov=YwKRs>db28@ zlW}{yMkI|L4`tMb<2kBVthBIqa9C@*91;*z^~)^ynPG7Imwv$k{_XAKOatXLUav5; z_Id_#poZ(GT&NCWTI=VB3hCHIWCS9Nk}Xc)JiV<)o9JPjWyW*D-~V;d-;-~>ba&~* zuN-oDbBv8va*#^hx@{W{x%q;F{@_2^W{#AD;B5sqjtv^H@^Tz1(U8$#XHjD7 zT8~CinI-_|)%Jaf94F8y{&;MRXOocKh@nTAQ9Hv!Et06Y=0y-n_r=7;?UVYr;tIim zjcgd-npEbDDpfXXK$aNyNi2xTXcL|zylg_Z=FneWu9gd@cK$+BCL}6~*`5>HKXdhW zax;=X9)4)DXDr~{!za`Wtt)QRLFM~?SPgMK3s6(H-zCJ)$z7Op9a0KS-66; zX9Wu>M2ylRJ_ z$>cgdeg{e&B%qncoXsdu;vpLIe`4?|b>HRB&>aYKDLj;7VN~v#joK5AXmlOlF@0bQ z3rpWmwt)VOI9Sbp)oLNk@$b`q;FDvRX88#C;HnZO;{H^R6h5N9YbuITi`Ygzr=b$y z9I?w73SlVV-2aQ|CqXlGK{GZa*Dw#EwK{gS67j2jl6*Blb>Ck4Rnb-G}{LUcZK?rjOti ztYYl6s<7Es=M~gnIzA5`jgUu6Fl#5G;_&1WnzyV7lM8hdcFrF0K~z|bp!tcm_`=bH zGGJswJ72nMwa10x4+kaVcCfPYR~rX=xclm9)qS7VH#Rl~K`m}Cy>P;!L!x8Lor?%O z75`*PVy1d)OX9*lE{2SN6(6j9fb&mXxfYzKE*C~n^SfHC$qQxJTL&7-s1=m8S7C0oBm6!hevBUQEE0x_Y!3_f z`h+sh!f9IX_k$8_O4jXNa~ZPH2LJSo5rrV?I6pY3`8FBmGHu873i7DP^&4(<(N#xT z75%U=DbOp!$fB{KVcJ8h8RGR}*LxFRUzJ$?a#)?YGVCX%QvB)h1^&k-Cr>6>rrGV) z-yqik(Tv)HM+o&&gKWA^D~>FmyclW`n+y$&CSTj_>!qZ_}ixY(wL9J`{&+V zeU(;(Q%p*i%s$M_ZoT7LSXfAm-pHi0Mw*+VFbUxqERs4Efw3FCqo2;Z&$yH$Nyafll+H`=Upq!WhB8Np%SYr? z?*=Xne_wF;dfm66;`ubiV^U=aK>jH0roS}i&mTRy+PZ<;UY(|3vSwR)JNH2Y1Josk zq^O(CC!MyYLu>B}hT%Fh?Ekx4viDJ!1xkNLVHuoFHKJ^Fw?sBZ?=iHC-&jH|S8G;# zc+P&5g8LEcz8>EDOH|v+_3PJbeMZwA+c|8=?cP&sr(HxlmHMnnhFkSgu8koqnKm7g zAvSA7Yya>-jpVNncQpLUuH#6N3iC7vM-uT8i`9F z9?6&Yz`omKfG@wESa%q2w?Ivf>5Aut(9A=#t_-dtZVkjJ|q6N{X+j~dA5Iv~qw z?Z1RfVqbtV7`?;gbo;fG2LF@CbMI71D-5Fc_GBIagf-BJ3G)ngmt9{=#uNz9q|mf& zD&_(?C1+3>*lrAj4{pk9<-7>5QBP{XbVE-D*Spk~E|j9S?7};+grof6dYl9(Ck(}# z&e?VYL=wxu_$O+!#NwKQl(g>8;0JN&K2f+Sc#=Q-G();wCnVZ8F(M2$fH;jU@7^nI z0lByy6C)!d#VrvvUV|d_{FfXEk%=q%+G>(cQI_8sxn*Y9P`#-?_3{2i^Chm*6G*+sEdtv4@66N^K z5p09GLV)<_P4;kd1$(@(Jn8C7dS{GT7_qRM*LP~Izy2S7%%g>^44ANYM9yO4zm2C6 zh&Qsl-GHWstz|?uW@l9xhO^UF$&(W6#K}^8RjV^)z3*EFl-=HcfWg?1N}hzhNc=si zbY{p0?~HI#80hKeF1d43&Igwsm*jF%0jXTv0#~JdibtYtipQF0z*MBCQ@ytG@>0rT z6yQYA5Qgs&)>->B0^hL2Ef}F0u){MtsM`-JvO~G zhNy_9{h5{Oij;+QsfSk3Xlv&BKOe4i_F^<|TB*s~pH8K>N zmxmE4gb1b?q&{RwPdq~&PeVfY8-59}s{&lcc1!4tIte6r#$%z3It^}3|GTU7l=G^5 zqQ0Wf-$y5-Z8Tl@D@ID{*->>3n?!DGeDcRbb#fl*+M+wXVCK0f2&|1}iTx%soib``c{`QJhRj$K z$tgI3HfU}NKmuq+-67OpA&PcN`}Xf|c$6&baHH#hI#C-%hkZHU0XVWh3u_FFemG+a z@bFSOZZo>=H7X-(=EOaY!PHj!)g!_N6X>^sSIeJwyY5zw?x?S?oq&e~jp@;&G<%#= z*DX3#A4*YRTE6y5E9>gjHDxi3-Sr80VfF?MAD8$4JpP)ML|rgh+dvC+_mur%_N8Uq z0hvvC;D_S4oj#Gmm^G)&3rS1gE|fU2cjU!opfv7@x&6u?1E5=#?PsLhXYnS! zpB?hr_2wfNt?P`Vr(A=A?r%3W84M;9;VhhiGBNor5Y=e*mz?tB*i;>UA z#Pg)=*P7q#?R+v=Z$VccV8x>gKumW3?ViiA^xDxiJdF{$ogmK{_~DD6bi_^a%v^J4 zjnS?kBQteUcKKFr9-iC{!3Q32wx;{uG`;%yqw2Lp@~yOoev8U+m7w?~r#Tpmika1V zF>Z;JX8sE*`$pX;T+`N*-=99vNRoF;_@SegVN5`lmt%T*4=R@KBEsM@zjsMq?*h4 zzJT?N_5k|SecBnBbM-f=za{i_49u_%w`l}bDp>Kdv4-3d_h>m&p%!yEa z7ojm8t3BDCuXgMrD7yi*!;Rh9J+XDQwY%ksLY$9*= zbyk$tb48NANRTbA+P=-PY_BcYL*LOn5h>BU_qwp4pw6LJfT|}z`Z(E+VFz0xNhSPe zH^`cQIp`-EuN-?`KGTRzFT1x-S)Dyy1due3x8gom-7I<_JQLe1_WJqY8A)9D>klx*Jjp@Z{y?J5*sBRk&k5oX`9?L$mv%UhQBzjzX$N-MPWM|}oR$wa29M}S9W z_9xZX?mh=Q+ouOxFg&QkW!lKJO%87F7(FJU5?Jg8#w9{4w|L1%be*R& z4=Lc_`)aS(dcl1*C>A8#BM%8Q@g{w}Z8SxamS)ySO-XT`FPGyttMVG}!OLlwuM+v2 zeAEZHO{zkg2W$~yCSY=LaiET_>vdsa+-|RPP-j&kXorMmAD0Q>Qwbc3ePvQ(FHiOG}9_ zFowL&CZcm&r0okp%vbi@l%)icMBtMT>G3s&tqVgJkn_vR%X>OZd(_PqQjdOTAyG^A zN^zZ<$x;Ky@Ws1a7=P2$+GO!y;b_GuVFrZ007#dd*sZp9$y-fN9ZbX$d%l2dg@*D6fAMJ=KwbG3Syc0qJj+m4Z>`G}R2z58_1w7K-l zx>JBS(41C#quYu)@NQ{;)ViIyfSCdF4CrtWFnG(e-t=$2XI_0wT#Qkh2RZvty} zauhmXg4}0yvAN+kH|4x5g4Z%MxI>v>d+}&dOY(TiK_s+)BV7|Ddr2bK=krl}PD;a3 zrCHD=e17rm+O_F~#DtD$_G-PI!I05ePv+lmac$%U<~_U`CDPfkh+*@)m|j&h$VW{%YQnsTV2wmT`P-fj$vhr`EL71M!rCz1xbFdyr94)94P$>`lY(&C7 z35ZQag0Yyqp{|KCt+oLa$!$=+Re@JLbmPa>wd+v~6mHfLrKt@$sAtx#n$>AF5&8?B zYcQ5`p{Iy(3z;OFy-0RtI&AWclX2BR#xv&(aK!Fl3k+0Xq!UdOyd~SD^lO^j+go&qwnPydh7I;X(1u} z?gjQ!=LT~xowOO{kl?q8lh`n7X?o71L;V!_R)IN+`8*$VlW4R<81fJO2G&T0lLN!* zbzxBD7D&=7ipaeg zZAWsS-eO7NjEHf5d{^M!C)cAKgAd4Or#PQ>AJG*&?o<^~!V*1lH*4SRl{$s6!Rw-5 zsqKI5k1Lffbh}E<=PCU5UzN!>%l$R(UGa0)SL4Ub>-z^{>v|sS!=6#cSiI(d)z=cA z#tm^0YBTkZ=RSKDsxmxDCn6~$V_dq^A_i!9OW2^v&gs;A?foo2sfOg+xRj0a;|F$D z4$WfVctluOMmwnI*SB*s;Z(E?0LFK{`bbAB_u6y#hTCnX!6(;6>jK(jL6MDGWsmSz zFT6^HV(lIcm}P9^FMXHtkE#_-mYqNWB^H44mHp&Zce&bmNT&8Xx{VYU&AW^Th5p|uFL zZN1JHl~k87T@ey*lLV7SIOD|8qiY1$W%B4znGOt+4Q0kpS@&?ZcEVezR=Hm*iLf|4 zCQjXAewO>Nr)r^afIKWVyea#WV51u?A=uXFlcOLa@*Q$7rpk4ZhbH6WpDOLzQxBD* z&)p{w9kt$g^;dBRW$6wN!yMmLqCyM#slLlBz040~NKHDI(8M0LiPP6XONnt#Is1J+ zbY=tLfGe!g)Hw&O01uXOJQ1TjP~1R4f8_@;OWQWFoBR>MAASCOSL4)=pjUVADTOrf zq0s{H@D2{2IxpEJlurSeeS^VVkSIQ_?C}C+Q^SpMmIR^7=wYC$H`qsd%4PxXz*05G z__wRsz z*mi(8McO)-h03C*5e8*6lqLX@*%hlD7r0HnRf{RwN!*nty?si$K2)oH!U7ay1`|_L zI$BP3%&g%4_|AqjpqxRFlx=#7B52z49vaBVZCwh0RU0l|t%>b*HCj7*3LWE#>(K^> z4gqm|=%|ib-2hnFJRl{Om(E{`C$^sQg?5bTlD5%RY5Pb~?}DSFBWhK%pyTW{xi&h~ zy}^$D{>2ehEuY`az2zXjzfVXN?2)b&RZ~l=e&Xo9^@td;Y5HT^Mg9TIAABN~SA9jD zdCh$HDk+u5d)dl)rWq@g?rsW$6zR;FGe4ROPSa47>9e;8N>*Rx>SL}5w>%&;^W5#y zXq&LVI7d~wLxx9eIc+c0nCKT?1v3PbpS5h>Z5of|>%*X;bsTo)42l*vxORZME&bAK zY*$=fLfbbq#?$do&28%0ogiwV!j)S$ZeYvWQ4|}Vp80pSy)Vt}FRNX;{1wQ{=)ElO z6)&)sc1!QDNWYV!bpGDT_OnvIcJ?XP_TvmOuJwtDnl7?^LqC2mVTyStDSW-$&1F0? zMpz1ml?fDlD8?TmMZMh!lAXx=&D_plW}#bQ;=PGMwTmO}uLS+;o4zZRUk$wYm{xD7 z%|5xD-C3pgelDCkzVFf#K?SD^68>>tJi?h4RdhGi3#KcckpUUm>d5i>CsW&~g;+Sv zZ;Ekz0`XJ(yl_Qhn9s6zO4hNNi?N``xR(5b(%fg*TjNz$c74RL1r6FgLVhHhxlf!* zv$g7I;?I45*2v$D%(0Q^Q;rM(MdGzTh=X`~ODc@VLZ|{hDptoQ36?C*|E=FA*ISj7 zkK9eEfO&<1wb&h)raxSOP6-%moIjk9M=-@oJHsE5d&T#LS5rw&?r6$MK~>d1U$;E#00U{q_zMp17A_SurJK?^fh7i5|gFTz>~2U zW=z86uHbVBC~0nt4srC^Oyrlzld=yl(kqE~Yk4`PZQC^a9TRoGLFL|Y%qgI74!SB6 zmd}-7zF@g;{klQf(d12rKT-ED&_Woz)j#vYNTeoSaD>s6()B_-%crj`O0+AzaomC$ znwqw&TyWC4@=b;dt3}7cd0;8H^PN=qKA9=j>iVD*x3_v7T0(+kDfSCZ+MWV0&)3?F zyc{~qo#NKq7jqwLd}5=uNuHTkpTmzzEA5sG6NURTi@;O(C7*|_^6x3ks5#P8VjM`` zN*VTWqhG&9?@X+y+Q<_O7&&ZRo5Fk;D9DBeOt$-E+=>#_o1t*Da|AnDZ-aTwxwwfV za0y+Aq^911w=UF09*#Mzp7K9~trp5N>#qQ;N5gU94+hfEXCPXFvM||^KV|ue8NMnH zzZ3M|-{0g*=qVM#P2@?Bnhk37Ti4R*Di?Y5Yx@uBxUvtDH&CX>qV)1jAvP%b{uh9T z*a%?fxkFK>GsUNUkORzsK~j`68R>gA#a-Lmp$pLkYZSxwfk&$T*{J9XS64R#JDDzh z{PYRYTj(Nh_^)tWpJ7r2dm1!ebYKueg>BE+@g0_EM&(`gpe%?9KZ z{FE3rEQ-s@&Ok|3V+{RRfeU?ld&o$bociERe}QwqJWW6#w!b9H6n$bU^(dCK6#6cC z=KCQzIB3`~Q2_a-BqThHo%jHsqvnLYsIh~BT6DCvm3E*=Hg`WkmJ;|Vj|VG<3plsMS6=W@izQumfYnHmdFd1EL+8h+FuPBsk7q+cyD z9e-D&GPoHXK|C%*x4o%;fN&x_Wy1+CH+It{*A;3>(%?id5qseQ^*1LN3JBa%@I)PRgu4Wb=(~Mhdx~26-EV)A2~={qjkZ05&BZ;yA*TOQLs8x$gWG#5_m$q_mTEbb(J8%J zo2#a`tvUqL3j)WFS32+w>z?8%9zdAe7SykyE2V}5-7Tu9xYZosBNX~4wzc60EO1dt zzj6eb;`yWNKhm$9(49&>U4J+Bd|XV7C(ezozHWb+$Q`%`5sM5Ff)MPZzxMAE^Yg%< z*idpEMNGc7b8UIFePSLwVmp10V`(vP5p{H0qcIYo_E=xnv z!N!((@&phFt1Jt_X;1}1I2tvZd_a7un6)@7JNLv&i3NYsfrSY78f0;oMA8Dh7 z6zH7JZ9=VAz#f8z;zAjF2(?8zgeo=6O1aLdaAtd_FG&9!7ZTOLyfP#1TtX1lQ_!v< zMtI*VT;TWjUxhJl!8c~Q2q_`(JoD!-Uv|%=(t$kbh)^u$JlxKw~x+`lZvh_~M7J1lKF>0O=iR?{7G(qe#rzI%#h7-?s%D8+}{_U>&qL z;033qrTrahU{6ciMG82vcmvh2FDRENZ(SRCit)`Kf_szZ%T9rjUG?ok3QD5WUcQ3g ztNZ@XgWunWr3YXb0T?LfiF_D9i;wZokD#6&yagSTFtf~>?T2;0>izf1m(-#5foUDs zY-k-2V1ImQ!UM^{G>LeMXudGiDb98fe!vXj+Si7S(>&{sTUfxyQw5X_bc1(ny}|$` z5zii9t5&I%$?d&UcgeYo1KLN(y~{YOCMsnA)fK-nj!JWoy7%u7S!p#TyMuT5wc*|L zGU{s7_!zL$Va@&f_x>x(W$*Cuy~RwX!Pu|`{CHOZGvLS6L4xIbnBQO9vhFEaYL#qk;A7%rj*F2A> zdUElGVx;olxP{1uYycQQ0$(j3 zs+rn&1GL(STW^kl4a3U%0v3&@@^W#ixraF>g4vrI8uoaKmEsHib153nOsA%wI&mV* z3vi(&b^{@fGTpKG?`Zy#O0V?$lkk{uKKe~1lzQrZF7^XZD*b!n*eN^SR}=SOagp5V zizA^@a8nK!e#hzS+?y~(d=0hP#4juT(Tc6bT1j;V;^Kwlp$U(8rNG(612qm+kydbAeOSd07G|Ams7!=!fx<+u-cXlSHx0U2Rs zKAS=7eeb{9ysf{CRGI>gOf-0iR(Mg>`tkqW!NSMYXJo61Km%-1D66N3-qOO7jFqci~-S7kNy04Te(Cv zAsWtJKfr^8^9j}^!bT`J4V318;vT*qFDOfB&I2Vn!IZ@v*!$32AE6HlBLin*4?zhQ z1%erplXSt;^!X{Yl^{|~4!IKR2f`tE#11gjy{t#iOnv(NIi(wy+D~g3N^f4!EO5{} zBqk3Y{PqNXxCQWffAjY3`xHg#20UC$m6ue98HfSUQ_MU87((w{yb;ST4ivEHn?4RD zqQlfOO74fxngfgk7#Y7Hub*AeBkEcsquUV?5|WZdifkWHYU1N!xsNJJ_r=9UWXj~T z0{@+l5bhN?5m#f?__|JFLvzIC%cZ%)r!9$lJe4X3X5v|IiCgFkqHZ0B-h$!hYP!nB zg9(?4{@Ui&CQoqh5PAXmI5ID!wm4|Op>QlY-fuKL7!O;Lg4P;@7h2(;>4Y;N&#%e} z_5%Tbe_zCod%`-mfpl@6*7V2`Euoy89M5w#y*9))B$$~x|46rJuSDajAJq*o8*4Uj zA)dHxar}e%779@4-LKi7lL>%#IU)=s90c1Qyv*+HjB7QIfowrIH-ozdHg~0YRRuFW zg`JJfx8FGm!Ha(aNIi3)U^@LBxuv4Ryy6 zPolQD8K!LAvgN~Nh3|5=-jA%&CY*jCYd;P`1pH_#$pRQyH4hK=ZnFATd8yBWFofqbi;BU9byuK@|9pM zJQf7K43q+&PX(N1dZxibdgl;r0iUmZ1Ag{T!U+a0*lL!5d@+MZz3OHsLtep{4|L$T zIF2iV{Ua~n^DjXC6BukUFi?+ z@;0h^NGKKSIEU}*Z4bXL^!-HmEjKQ&OrhMkEK36fQ7d6zt-Yn2AeQEDT`&6 z%6&N1bATotn=i4R!KTwgWN?C=gM^(Oq_*4sbAm6$Gxl{0Z9eQe_v173f|BQu-cp@) z|90mDum;VFS$H?4GvxmoZQt0W)^hxChWZYy4D`G5{%f3=={S=k-Xh$+$t#dvAh2Bt zhG|B=r8`_=mfJH{?8^)YDm{h;Z#Uc*gu(p08)amqBZuAjQ?J`?ryC#)>%JpK90#^r z&}t(a)HC}}1*1iOxCZ(Y!5aPJ$BtnyWlZ9luz>9;aVC(W6Vz*h&h8!5fdX}7K4e23 zpFXYBs((-hV7cKMq;>&y@1rRk6NppmI_(L3sTJjDi zL{#6u+rZE;9V-d+^{-EKt)NIoX-naqH(4sqzRvSTIIHMHY@xZRqeo+XhZvu`1`r)60wRG_Vln>O|~@ zJtn}i;GH}DVqRAO6UCdkSDt~djRr>to5*2&Rbg~~a2C$ZC^grztmT9BER(+rYCRl0 zm>ixWm+sj02LiB1Pp`NiM%)?W{dSmXxE1xReoZ^R`GMQx!S=_#uf)Ka-Qw z@4x!zn=3*L6u1Sy!yt)>^gVl89uZM&Sx74U@$}78%L90gW31l7!aqUIP=zAF6Uqju z2UF!CW4!R;IPtsWwq&lzk92X;IY$&W_)FeWrJr+wd3kv_?u$W2$4xG05M>pZgk?Ax zi6-P;ZK6`e@0D>_!15Lzp9X_yY62b83pG1&u?i!i5&@IAhp2kQNar$%DhI#k!Dm9Y zVbf>xR&j320_-xy`>OVc$>o6mpKlOWa1dK3_#`CUK0ZDMI&8^5Z*-sIG*8pMqIFhK zRL}k0-5Z*T6R^Hm(W$U`UF5^;E4cCr@jy zvJ{qaMntQra-{!B!l#L=ndL+akLP3AkU7;;L43$mpO_l0x3|K>cS%STR?Ok^@%|&1 zz!&TyHeMl{p^k=gp#y{uuN(&ct=LewTjklTwa8ba+;$>_qlI!0XrHVbDxh_2k?tz@{tkjF);}jFCZPP%>aE z;LF=-iA_xqCI>ke4nq~$*wpl^rLx8=gJ{YAUryBFELRi7Ni}itrmeowF(w9ytfY5b znBCHD*bo?tS_Jyz6gg)T8yg!;w-$*V4(J=Z-x{CQ)($dWMsCUUTp=p9Wu>#-h57li zX*T$|^02o14j_{JS`3S-*CE<>D*F%JE!|wIUo2#Bs^W5dgyadfz5!qn1m1z24U2=| z`JzoF{yFy9p2hl3$jXG0FeV1C+dyX1);XNGvx5vATAJG!!N<9B7|T<)8ok%awj(wcPY}F;a=uoG{~> zor_>g7N5#EVd6rFA;=1irpV?t4IuiYD|^v4!a2JZ)F>v(E+ zoLH5MV;tYkLl+xFLC(U*Z}ZXbfk7ZYI*p)CqPa@Kt&lX!ucJ_IGjC+%s?sV_$ci^t zeUpJ#J5%z{Qob%(A)#xPAN8G3IvhM)=e3yVpAU}I%R1y1%x}*1l&+06XLu`4z9p~X zGb40={h6TA{Ng7f1Il}VuJB^356T0^NT3KYDqLAgiovt{<$w?kf>~E6s+JK6>FNE- z2bOM`wc8b^0JyYldRxz5XhRB>%)d$9zwKG`MTwqWB18C%|Tm;hF-(%FDb%NNJ zJ=Ne0y>|jNZDl}H0$vBKs_Q!8R>S#>@dc_kQ1&@B{TH5U z3gUV))O4Z*j+{0zGjsNqICxOfLU)R1HZ~;%#zxIp!k3C;P3x`nP44>5o3UT&$evv@ zcsD>c)^&a)k5{y@*m8ZaO+Znv) z7S-OdhcDC@rV((e=c(DTC?khvT__2uOHXEJSc(`a>?_y4@npU5ut$$N$2u@Av-m`T;s4eL~U*L&OZa{&fdmz0-}KV(ph z!zK6deYZbg^M*ia?bvx#F{zp5>y)vB9aL)!OPgw9_u|}YrFNl(Z12Y)>bY!0jESlJ z)Yn;@qI$XUnLEn+si^&hF2y{qtXxG1b^s|7N?%Xc?UkaAj20_DQH z>+sIV=p)9-m@l77H^?lh%I0)uS7fE+Wc~|v&(PA}OOfB39&63@bk2ikn@GY761uUf zDotl@H=*@C<3$Vv`<{iOZ%mMW_BtLy98fYPU->PQ8=aQMR3_(UuksOZZ*X7$gK*tS zTe~TmS;lyHuK&o`9E=e-#!++ZLC%A5G`0KykFz2LR|I44K>ZbHBjgs8X##t%{i}aP z@V|b~wh7#VZei}^JmmyjBwUXk<;c^FReoa^)#TAvJuR3f`)UMS0so9%AsZGOXE0cRcJy zf#>i+CQmS}y2`xHY(8jKx2(4z=gAY4#GGt_?H4saLXv7OL!%$^K>ka0AVC%)z=SG}BbL|;y z^<>7AvkuC%g+Yn;?s?(nW-~#q#v6PwG&;+k4>+_x`^0?OlwQD8k!T`txc}!*iVe+c zdt1(xQ^v-3s~H5Pzy)11M6YmGkCB7HRegq*#YrUw3De7%z-Gy-Y^N$B0HOtg z&2o{b@$5=&|}kxIG{{N|<@0 zhMIBWrKL-K7dEv7<4>p&$K9!ppVb29MvjolrCj_yM_gRSaNved$VO&$X!ZO;7^w?o zWt-!Fz`uL<7$A|!OYWDxdIhZ&5aODz#L*A^NDKjI#2@z)zEfO{iiX!C#lC4qZk87( zEf6G8!`~=h>~Fk*>JafN&bsj#Xi>tZEcFGvju}5NC?F@{r|S#9mI4WZ0P~kGK~%Z# za2)O9yAvX1ZfdG?D&zo!1p04TYKxI~O(8^3loBLco0zce*ddwBxora*I$$*C91Sn{ zvddkDJbG2Y!m9M=gM#q=~ z)!%T|KcftZYB!9a5$(<`M#a9@j|=-< zzw9Xe*8HtkDs!3-W+N9W5qjb3cVw>+hS1RVi+qV{%ef3Hn|ZNlJIuf8T@OR;Ja!Mb|^5`b$`JbFvD4xg|P!9mb`an{O;s2{yPMHfGMa*)_;g%2%d$ zQ`$v|>MNN1W)|7lcC~YFOHHLQykK(5vyFab_Jmt(hfD?_q%hZR5vBV}C(}&(_LDM{ zy&gg>jk)EZCgEmTvi!)Bk#mVhXsd-R96XRo3%Hz^D9Vi>$W+spvv4xJlPXZ`45Bjb zar+2r>iNqNo0H27a&rqABOkViokph|*(8`As{(9N1B9a_0d@7Ax_9MAD9DbpkRh?} zWB*|3rf;4=x3}RMSjG0r3hG#&(Oj>U7<}-;@5cv7R5z49mjJ`Tz3M|yf9p}6GRe)s z9!g`ItE)yiIFjA2-B`1lFMLhBB(H0|LfhA5`5-FC9Y}qnQk}W;e;|7*Pa;(lJKp8s zmSeJw=Y7A?(HXW+Ap0~v5@ma-^3{6hkF$le2cf?&Ay^@^7g4Vm7DjBooa6iKaChy9 zo`Hd@0!dUE29&b&S8Yw?_BcK7L*_!)5;Se_;QqG!jV*%UsDm8e@Tj4&QC3we6jIO@PmY11>{?w;p~sPTJ$*0xpq|2fMei<-|zxS(N-f*uG87)NSfSD z-q=?*@=b7 zC&T@a6?R9SBdz>&4^bGwAF^XxV-!!KNX*OiH9+k2N2|s21Ew9_atp>%F-Oe@FN}m{ z8wygh-s>?$e$oYf12`}}t5K3nW>(fd^=yqzTCHcQEDEHB%-_xuehdKJu%%QPoH(m> zi}`R@6D&O(T8n~;W}3%vYVA$?{j|P`?+x~#_w6Z-=ux9yh#CORr(wTri%1%1_eMLH zs~)Vc@zoRmkY<16HsXsbb52Z;h*7!(#Tf#Ju|vVmL;aV6fPiKm@||r_^n90Gheqg< zPYnt7PD+RvEc(wF*|R@|6xyg<8V}#%tr-1^m6WJI{^arFM}A5sDiItH;lR`2bdRUL z!$(GyPw+&j{`YQqlY>bTrJ!DFrn!D5bk1<+%#02gvX$6*T|y|sR0&<3u%8`9*p8;L zs9`K5EK6Ae;**oFcL^%^)Kx4^r#?R~%@iq84Z`wU-3h0UIKQu)?B{?&^v^f}{b zz3E+4!`1fa$>YA+&I%><_1UzHu|w==f*uVs0%AFsqM7C6QS#;#FWtNG#ICYr4Kw`% zP}PaoXrg`Ek-eQ`AhnTNmD^*K8P>{sXCuX7n-2Z1LxJtVJAk2{-kM%1ZZm{-I4kIO z>OHe&!`^4a3#Ig|1fe_{&NtU-~+^K~w)ezRJ3J3&6?;owUYFgoD#iX2-ajk#RbrrbL0hkc1NOPC|obW9^ zC;5wmi}B1VG9dq5OmEuHDeo#Wauj~x*C+VY*5&7p_Uifx6FKxBeeN)7A>QOh4ft~o z4Q$zT=y?>uJvgM;D)lw#fm;*#{pf3q^U>>b4MyBV<@iQQr>5FN$tC5<-O&pb%nY6p}dVg`=-#Md)jR?@WP6Svi(7R zP;xXLCj0xQy#jg7r`BfMr-Qz63Z@mLFSTK?#Hsr3T&)MmGW@A`@BPabF+Z^U3Ty~= zQPOM3HMeC{En1J6-6x`SyHVb-_AV$Z%)b#k;?)l)e9hG0vWzo}1??&JPvw02beZ*{xoS5q{sJo zeyZ%1#S&_hGk-uV$EIGQ%RdM1nu~hn!-t_#lCzzAdyC3)#8~os=rY)!zDgtNEW}-o z-Rw=_q91lf)*3E3@%5&3%@=5w+ z4!#v)#b1v=bwG^xkopxYdFkoCBnHajDFG@AZ79q5$H|RH6azVY{H;ZT25TWNaTX8i zdSMsVV-$GDf%THWDYzQH->rdUMjfAvRv#ZzOWB-s@nhy^yZErDbaI_~x?xRL3W(J{u_9*(X~=Z+|OK1UjMVt*Lp{ za%dc-=G?)UINgV_1>%`(vcz(XWx9s5fK}QWl*Lra-boNb83bEBs>Er_f`)^!_PT4bs?@)m@veCHQTLySjaNA;yg= zH>UDlr@p@SzF~JNaUC5<8xPs@!EV+S(wrmjhA$9qf4nIhDcf(b4FYJ$KP@($F_6eN zhs_I4KfWf#oS5QyZZK+w6@k<@Glp?;(QKd-@Njcqw>xq8ahCl-aJ9SFJ{l0W=az52 zeXkG9^;3R$#b*nBj(5@{{Za+lEq^ff4j0nnBvQ$H{Y$Jhr_;{L3Uv-Y3DBr`vUNZ-}~dJ9rA_JWdH7I~FudQN&o#PT z!A)lIlD?q)4hnZ)>V3c}t*ypq&1V)&05pBV9vb-o?HJK7v2~7=bSrCX!yw?lgbX+1(EQq{xaWFOq8!r zSL`?`qmEJU5$CBbDF;$m7=<>J*YEGsB|no~v)fg(snu?=^h;UE)H34mwFBu8QX41m zx@XV4h6+)2X;?Y{3rG;V9b@PJT%$%vH|~0^*A@apuJufs#R<<+ZlN3_#$AqJaXjAn zc0R%WI7?e@QJ6qnocc*_pVG8kdGHbWr{UOTy2g`p%a#WA zpKeC`G32kNt6w&RN1^5;Lm7z3-$krVnQ>eI4Ha-B7}qaaJvYhvf)ZA>;mVg+-p@%# zZ-1-3&C19l#E^{o>U95wpgl8_KIhL*!!Z`*?Kj+LTQ6T$dA21{+^Bf=9H9+0J@tPP z_T7P0_x=0bB_i1?Wbb5@StrWQC_80jq^y!rAri7j$V?qOQACoFtc+xfs3;PLL_|Xw zzw6xh{e7P2zn{OJ=caQ$57ZZZ_K{t zIWPLvcX9mE7v4o?+HR{eSAm)-Ha3*=b%Kd1?2@{7aO7yk=Bm6(R2=Uu=_?Q1o`^`n zl!!*47bq6qy{vv9%JRGfnjz4g1FywtN`6SZLK1K~)<apiuQab}+eoT@6v*Q%D)pG`q%i$S z{;Y?Ho4PNP$Q=G$ODk-hB~ELhwxnbpa6lD{haWr!5|5`)gp+3yDf+M0VdMb1B3(n)vLnur-QEP_oxP-7hU z0xiS4`arn4orEK|Zu3K_Q+2BwWtT}F@>6RY4PC2erikwjcE&WG+sWB6oSLl@J(p*i zl6OR0&*1|}>&2}H`6EtcH)9k|f6&anTNbYNBr?8O=SpGS!>6;dq&|1kqXplTFWU5| z5_E1~9{OIblKFG?writjIrJRwmCN14*KFmz`HY{38G>;a2v`G#Fg>2Xo!83RTD3c5 za9zuX&?Xd;dlm1_SfPz_ad}x%q&dLQ`J-|aH6~&V1dV)}owc0F94WFT^sGg%?uJhE z$B!Swj%l09J}_P>n~@3YbJN?$#pyG10Bx5H7xE^zbQp-c??|=0wi?ZGm5z?iBF``; zJDZ=9o(V0#yYs^n1+~%Yqxa#&!u%VEG5Sv&3$2S1SX^Dx{YK+2vi>k|Z9COgo6WP^ zo?Lre+*|n4{h$Yqrj_FHJlAF#v)?{(J04-+p4-mr2FvZVd^E;VM29bSCsJE^=%`jg z1_cBJ^!4@gyz(!6@qbKppH+xJ)FYi<2R>qaATK*R=x*6PSA7=KTRw4=h<}Ahp3)A* zcdZ=Odeh{iu65`@Y`S5!*LcK0eDLM-ZHpIwFFVh;wL-~m>sWZA{BBALTV3#crL9y$ z&JE|+z=azcHu3L@WPO%GB)-S-&yW(GsmxmIb--TU?+h1L23${$-#6bOZG^rP{bFzj zn#>k5qgnZlJ)tF(&f7dVK17CYvIf+ip`xTG=0mz9_ZW*xyL<>xMsQ1(w&oV|QVuuu zRVzq)UJnd3zgAb2}UJ#W9wANWi=*xQ%xCQpN~E)Pj( z7=5&S=iAwI{u1bG%H-(HpTE~=ZG130KOg6|JCL4Ab*rD-%;*@d3EdM64wUkGJF&&lEkvv0g25!E{TU1aig z3U+<;X-qKgx0lc+Xh%mRtDXE_2fsXUmG7%O)NhgUsW;pe*Uhf?FLFO+-8$Aw9`7A_ zNmiWB;Aut%*CoSzRo2*h55(4O`<*Je2`CZ^!A z$RDlm-octj+L%EMI@`okFd=4Vx(5tUS4jv*qfm+ZQ#o)Ml6e5s1 zDvpnqJ33ua`sHP`GU(3iHPI(#R#x0kxSsI5)@EVm;VIGCc!&+Fhe2IvYqmBqVP50- za9@)CWs4U#J4Y0DQ|6TVp@uZHL*y=V)WJl}9;}z{$d+QJW-sn)DJiM`BQN@|usem# z&CM08w=_0lSovd(7BTi7S>BIhn#8@bvWJ&W%&01+`pXaQ zR2~wB zqkckr)e9{PGqYIG#?$MoOFi&zN=>0Jb_Qg1|C8!0#r9fJAeBbULVO#g4xA_BCkr%s*XcI;4V1CJr@bm8yD20 zrABWvWK&xE;b6#j<&Jj(N&B$*k(v1-x3b>nRGCf{Pjaj1{`F+a) z3zx+eLNMx8j~^0!y$8yG}m0(OEAF)8WO^t70@ZK%Ue$BB)fKYq0KT|XQx z4L5l1ce;L5Vz@@M1JxxWlp1?{>|hAZ^Ba#)pTCYxdKp>!E}1-}9)tMXv9e zOco$I6!0p0Qmnze} zKGQa0(bsOdZEGSX{85?BqtjMNsI02FrA2mM%I+EQe2WC6yDg;Gi~$T2zD5%GN8Jos zH=@o(NF`PB>`~Qi^OD;HGg!<)et|cw~ z6!)B40YZVAevj(&zjE2{R4-R6Co1)eO^JycP8@eTGLw*CEaCk2aiO=~UtdlfKR)!) zUH1ppO~^LE9WAyGbfx>U4sVHJSQ*t}7?x$$J+N#02xNVeEqsRscOH4eeWHDI^jTV2 zwhp0fI$3I8sy+KvP2v9hpNM$dBlb@|6Kfp?)tq;8PIY6|OX#wOP~jK67l&Nd@)Ot) z=$|^|*Z=C3de+SkF>$&YGd{%Bjd=rGTfR6tT7@qjUtDRaJL4h!HJV?vbA$_^p&Rg( z{Tt0NkGX2?e?*+UN7}kZXiuPK*N@T*<4uVrhlQg^N{?Yvj_r42t33=yih3ssx6qzM z3qU|Xz!#B=RW332 zpYr{&SgFD5!Ifb!vsW`592j_DluH?`{74HICHn(x#AQ?r!CN?%j-ga7EEIpF%rpx? z_V--n2LZaQS*=#_t4k6%i@k>|s>ukS{lZ2r*$cJ?kqm*UxzTLlLk8}(egQewnJwOhwNq#%bGz}o6X|-mX=(qUqPgQ%6xg`r+b@E>*=`D z*WJ}ms~?>~V*Sy0QS^W~V^3Kjd9{odSg&&{N)#fJ)viWPLvjVCME!0nxe1Jkle1`f zvJx*OUt25ZSVK~DmQcMwZeG&*GIuy@T(H{NE6z=AA`(-|<)Ov|BGz9_j7Ir&_2;i% zmFMxky4jycl6?2}EtLQEheInfNFqe;of=EY)-TbFA0-kIwVBG#Wu z^xQb&JU?Rdq&$Gww8-7n51j=%6+%_WTBgn^-ko7Dv03_rY;B@$++eq+OZaS$2c;QF z>Q~PSgJk|@yT8Bxuj&U-e8fh}7?AVieS*dA2U-q*)iT=($dLx~t}fx%`Unp1$%s zDgm5N={sWU>+2V;-4)^J*={!ex9F_5JN?!zKvm1oSL=>I4J>9vkamx1Tl!|6<74w4 zH#+RpKYF+<5e+7kSAOK0S)7n1vgg~kc+K3}i^Lbwr0f&M^Xn3(e#3{soLZcRUK6E{ zWDU0fYm1K!%is-?(=b{kFy$q_3q1+Ce#LC!v5U2ath7}`o=g!Tc_ZM@T zG<|4U;>fozMs%=*=C>Vl*G0hV{@$CB%1^${2oye{v0-jxTS?&UlRUa=lYgB%hg3nv z)f$Yg_Z|(2@Wom&39g>9I;hmBI=WEop+N6;TVEvKidr)!XJn$-=UnQ9DmN!LH}vcw zvj!iVd$^ynh>3`Oii(PIavJvb3euJ_Bu%3=AL8xXwFtj*djBZK?920v0g}kRbJ$}8 zxAL=la_a2}(ort0}lN^M#ihd8;b)XIC0FBaPV{rjgGFzg^i!3~!FPVH4A z5qM={c=t;2Fzky9;p{r+?frOx#*F;pO;w3{$Ccr8@S(RCC2)v;(HUP{;omQ=3z`hH zFFTz_s$EROYMkA>hn8FE0?aQgl2*3q2q^m!$jz)JPH>hsCZwvoWVfKUSp%$KOn|XC zyG5jFCn}}`kP6>35|r$E^5jWcZ#=_R`d#v^xS-@%l2U|W2Hd6bi`-lX6s=P4u5HE+ zOuqkik+5ga9OQp+`q3hg(oHAHFSZDNEyMQK?~$~i`2`n?c`fu;CGWok$&cJC=Fa5D zk4=gkk)Igk&|DB*f-LJjm`8Q)+M4_KT_^m-C<782>=!;ewWGf{>Utd$$q@hi{%y}>iCPz|W4^1x8_B{ttp2VvS=7m6NF)78w{?Qq#Q6BK0yoy- zYazq-vbmX}D=aKb3)`>HbmE46bR(s6Z`NN-HTojVHu`|=;IC@u;E+qx7*38(GQ{nt zPUmA}QUPgVVq$FUn&7rKWNgs>zOg|JDb%>jCr&>pAt5MU%5e#7_L6>)Cpp@fMU!Bc zapB@cYgCH2D$xLYuSq^JZ(HYMbiClJ%gf83Uin!v?HOUZIW8I!b;-r2rVZpXK+pZn zqm~aJc=y#e=q`MQcH4>N*|TShTxBhXY*i!`zcia-^g6QZ0-8!L&7Bb>j(bhKq$m|K zX&gbq<7}ExrU7Jn5!rr%eS8G0`oq{Jf&`Usic}FMjTyq^QI%WL z{hJS7@Rq)cPj?8u#!;lE4>6%xSy?!u_=)$`EQ3ws-td@^A2P}z_MJP$YXl^MFt!1+ z;xKc-E}!jvI|HMU=Jgbg`}I$s{z1i!p-#*~-JtWK)U-m#z!`!-MJ-7w9Xr+w6bq40 z3VawEh;t+ovaZ3$Fkd%W0vU@Ii4CLY{RZwyi4)NchR%S965*bA@3H@4E&Tg|Hf0jPIw$(RiLL<^kzHc=HT9Y_7$pZ=H7+r>eFw^3sO^u5HPoPJEzSh zgmTF_*}__Sc6Rp@j@p`M&jR2$DdUb_UYb)>Wj9p*eAy=%n)Wg$Cr9H3r$iYt*(LN+ zXsW@^cIs)IhK8vzPIx$y+`>~u9?zTIdw+I%+7uxUB2W<#5&LMQSC`>J?lN#M8+*XT zMdAsE)4L~oK6_le=%^t59%888S2@x&+qNl*uyB%RRbE~DJ_Oa267mTk?_1ftVElzP zCjak)$FV&&cWiPCN1B-xgGv$;L@w(H^cP!c(sNhDr=?ZFut2|@l9Cc%&Z?Asr2L@B zFyK!PF0SZ3ln+bt^F!6YxA6wD)Gga~*lt|~jDz1cb6q=bi1rzHu}^cu{Em%_tK*K2 zhK4X%N*@>)c=__>W7)N}wd;RAY#_Ad1TDX)ug|e~(S#kTaU^H^3a_GKCC)lb%SziG zun6hSGw{gh34^MS%lfja2j+hCE&<%%b?3>z#pr&;%)58bKz*JNMqw^+c<3#VC+J;= z-@HLDso8S8ks#0`Y`V87uO;+L(@x4ZqD?EQWp&4yKRdV-te#$qEe~k<4p9V#gXqa|T{$I-O_&Ms(X`t7S-5@;i`3priIBKo zRRs{dbteZ0CMRgI&O0B{`1>a>%+u2oX336w$?7E3`^Sje5C8Kkp=N9n0)YT|Kn+?= zi64*t``5b3M4y*(2TkJKu4#y`K(_$&_bnvxR7qCae(kQ^{s(_u&AC*c+j zp5%;-jFOTPpfATfL;)M(he>UJ%P8J+Z?6pgpQxy|Hz>rve?E)t-aU&n_wC!aaMX;A zjb;7sXTkc?+tU-(6j>(+G7eGXpPvCETpLzkadB~1R~M$*T<)7>_~!}=3(<#<%l`3s zu%oe&Jn%QCga7Yq5HL2ufr4IS2yhBAGfx4e{_h8xV*CxhJU@RD5-W`%wSO)y?=Bu2 z^ihM@u&`=FUas%0{O^Uke1=?xY;4?q8o>+uh55f1UUOkQI5e~cnl1o6QZ;PuxNd-j5Tbg#Z@KgDwM9Ulc<11i*Uin%t*uiqkoccZ z!}K$pk}#?u{O8ZJpdWxf>x8zpC;}PgssHCueilPcjiH2)FMwQrhV$@$z8u3*P+3+~ zRKPLwW?GsU^4x!ZvjfGLGH~c=aNj^NgBKn_ixrp(_WRpVZmG&zsEwEhv_uGv?e$0OS z*pJYLTp04`i2uB^U6WH&P$BnVNq2UBL7x9BcN+5y|Na>;!gNf07I;?$EFSFPsQ>&s zgZzSm1Io(IuC7Rlp(p>J-=O8|U3d3+G~#2OOp5>KR%>4H2KieST zmadMD#bYNUoIH@RL0Y@#Ker^$x^t&8e0E%2XR#ZiN<#mAp9YR+&Oj!6ADIOf35K5k z@3uzRfxhYc_wOhv{<}Zw5X4U7q(5`!5}aJ1B>SJWhQ=peUfzQTp8*KQnejh&0|O*) zaNtPBscC4`PX5nD*Z3^vKya0uYzA5Ef1`(hurN}EQ^$_Eqo4f0D=G<(5B{tsA~(^d z$G3a8-hWn<%V#u%BmKbWoCV~1o?c#>sp|i%kGwc^Qj%HA`}b$3rhcH*$f?_dGUDLD zH3v4WfB(kZ-oc^3AOksPWqf=*riuKlAIH`JV77so6uwl-|Ez)>&*0^N@usaNCMK4a z@8IT88yNKm!H1ih8&Sw7VE;ca!)V193C%;!dtr8U$_Vw`@xPROoyOmJ? z@0Pk}bUqJgf)r+AcDCc}{eS+BF}WIT1eoK7XGq4^MQ+NY#{g#gKB^fZVPTX_PghGk z{@uQ&x@3h|b~d@`0b_8HQ(eWaz|p3t*Hr2_at@5_UU=p8?+bX8NF-ie{HS^5%Aa7x zz}@dbqegxu6_Eb@Fh?;_QBf(W?sxCr_4j}Ku(4h#Kpg-XOw51&Knf?>-o5=TE%|un zWSi;5#gVsf_X`Vadbj`kA;~7-TXl3^0H{V|{>BO^lby8(FBCnxf_*Ja|J^S`hklMohg?~S2lBVx~g2HRG_zn+O;dur|lduPr(eWUy`tL#c zdmHLNgt2~ho;`r2jgKwckFINI z;BBE(s=K=zK?pFTBcVW797Pr=7~oZNnBrBUq&r%eXGd-+niF?;u5Cn5J0^3)VY*{``4- z-U@37ry=btU2*iM!eg!v_0-s^h=E7i8QB)Q^){=YvZvUWzkkoCKDFL*^v?e5G@Rnu zX~BWt6OK$`wo4giMhvTLXOo0IdgL^}3E5OVX?7%EsnavfUA8as&Wg#BXkZ~znPc91 z1z(QqWLM1~w;ydxJF>&u7(F>eG?@%>bV9c<(o$4eq`Kj3 zXIBQg*k99D7VsB&kQNvl7iZ^cRER+>V?!{xHGgPhUDGQfC3ST9Ug2slCDOJth+9M= z(dHv~w%4PhFpHZ3F^q-8VnGdfR!LbI@A^DEjm5sW2S%S`MN7?!5G>^O?OTG4ItZPw zftKkOh;Wdp%A7*_nLPWbKfbH%7`AhaI8@38FIYqkp5TokAOAJ~^y}x>#nILCxqH-o zoSl`9s6I8NP2t(Sn_RdKmRMgwe6k;EhVIhNnLH?q?ADGxwr|w+lRL7%;x$6EDt06C zzJ`o13@^xT^LVNZHq>DsfijwAGjZRrU(3d03=05E>y&{ z`ZimgYQPY?3})|6&d$&3PhhDO=%;_gFcby`1`dvh9T6w;J1cqC)tlRqk~?IKMWAJf z?NZA0qA`DV^+gYl#*)XCmGwxqu`)FbJV4%qO&J1_d|vbG8rZ2DCk}bmfoNW8lX30K zX+Z%Z^X6)&J&l?ybZJ<^WUqH@h^ZjhA=^zv@F*o)VfrKz#?r=)OCKd>B*Wj-;hNLj z>o?Y~&~6IqFhrkBuaE67yb`Xt@c6x-l5Oj4|N1?Z;f_=y?1bL3Ex&-om4DJM?BOS6 zWy+9d`}x&0*z*v4WKeeD8gjOft<#5(H5*>b&v!&i9t5Et*j~^o8zqnBljqbzdTQ(I z>FteGzIU_Wgl{$at>kkYQ4%99*u}y^9=~MB*p0z^u0v9%Qvz2fc(DZ{Xw_bBa{J3I z983E3J)4N8e~DZZ{5J(rB+AhVit>I-J1~9ZW6$h}&H6?+9Sx5dSKv~n{tEOm5r-W)v@)#Hhedma>N8z+Vgy$Kc6 z_CktHQj9(PE1Q94=v`s`m3?ClXmnZ3YB}h zGRGkovn}Zz8p5EDV@O`jsIvl*!7JW+3_A_G34L@vEY@ns6bPWEyhfj+8p*UZeDw76o$lm~7`R^BaD~U-Kx3QQL?2*0@0e+> zmez5YAwO2P*bK_2OeV5ONP460v_);hr-jV_kWnVPQ0#Q^<;!mX|g3Q6seBlrzC}SF_+z4`lKn77^K85Rq~FE~7Q_ zXJlHvTI`~tBO?z>4E6QF)vIhcT?nIHQO+ZLv@wQ@lO5e{Wz($7M06{KH1{(fxcBkn zN1Vd(Fx*)o;n>6ZVcX6FetW`KxpBl3UHtk_@V24V-yAM**AIXL9-xpRP=_GVo3v>Xq{+fF94`mbXuK`hcH}lj2Geu3A$8{8P;h2RY1sdq82z&vVM`Frc}d~Rz4ipL%$u_sk;@&^ zY8cLu{hj-EM+NveLJ91>KOIKS;2wtG+3-8TT71`RTtY(MpUmS}%gWvpXokeT()_Ki z#{Nfv@s^hyKhl)L(KwJUmWeV0HsAvymH}|#aSBA3=E;%fnjrjp9jQ)Dlfn2P*rVy^Tro8?8qN5fttax6F?#Q zc7xpFXxG;dRv}bdVOis4(eBuR#2V-a|H2o(PFskM4=H>_n7_q94m}xT_f}EC^kr06 zRYh1cc(CYXW;hHB7If5ilVkLjnpvcYogkR4=V6WqNS)%+I@SV0!W>pK;sHF)GUDU; zN>{XdLIxR@An}w^s~L8Sv#)*jEP>fTU!P`<4HuK*ogoS7)FyzIjKfi542O2_1y~ID znmjAlNwfLP5|9(}n|b;2Gf1_ZmoGZppM!0A065obWj*<83@NHXjvPoqdLm?>gQ5Eu zmY;BUJMFb&#}4ly0K4`RWcN;)Zp#XnP)D7yxm`jy3s8OG$y~m0p&@U1{T3qM6PU&! zIK9HSN?OgbW67G@*BOWJ8gNOf!-_Sd;n+e#7sx!Uq)n&2pccUj-u|TvHHGZy7Yv=O z{Wp2Hn>Udk&8FY}l4};P6aL6dB1tkGONy462f%)_Jx_Ef;@K8@h0xU0)F)3AK9dJT z4bSo##S|2XCPt*E@2m+`JND}|L0bLA6cB{AepF=j=-&-`!<`J^_Z->{W4ShXuaJ1m z94qEGI$zf2Wv9?cupePqi}YhjViaX%5pLM-cTZ=JZ0X3fmJ1*TQznb}+`%0`9&A0BYu8$nAZd~Y%s(Ag} zKXZlfq32Kc<+`It)vv{|K2p}2hC~Aou9fo+VB@)UpQ_i0pwYs;7HuC^gIkxvqYgVv zV+zOKtE;~NC{_r^6+zy;3cjHpLO&N?cKhE$6FF|@&Y|nPhY{#!Ex&pQJ>Dp*#kp@_0fwEuhHyMp`d(I+?`TMUzyfARSX{nXVU1|S**tRn!OPsNzNFzcw;-F>A4)dqghKmK9J+tgG zMA$UI52c7kRZP<3?pw?IhxCRC0^|;0jk$|U(5HrmhezAq+d}ix%r+_j$6I^^2qcvE zpWpDBP53%QdX^!d=H<-<4|7MNU_q`AlL~b{P^q=W>;#pWyHKO-ka*{g0SC|}98XJ# zb9oX>6yC>R9UaPUWAW(p5%kHd?J%0CW=hEXb+e=E5ZP*O{FZzDn)yY(4bfnJdTFbw zto?AdFD`!csJ~YAhIu(_K=|XJu0}iElDFzwqUh%1Qt_|Cs_inGyU5)csHV305LC(; znVAnSxeElJKzsK&4>S$oEf==!b|JX4$VzXzj!=Cw7Bw2pc$|(5i44@-y!i^TV{l%V z>d^Q`%lBpkM{$B)gVF;~(|`V<|l z%EFKw(ee~Z5)+hW7{zXte@oGwM?PLqJZWdmL?_`udas;~cmq@W*5GEb@6>flq1 z`u>!;DAqK)jSn&?IshbonBG1}`TSF;AdocaU?UD{`;Xwr$fMv}TPa@{|JlY=?58oS z3NsTBw(a_JW=~_d=dY>2P^cNA#rYd9Mb9eOQgviNe3)JNW@Xg|$PKd6UZCt9FJJQP z&&K78dD5S3%-knUo_E(9g?aYU$kpyv!(L5VTs%@aC!R%O_ij5cK!(VDGc#FBoX=`C z7?dgtee1pRSe~eAh;#TiN@2Stvg^vhE9Tit8*QrVi+J6~FrhZV-_t=zd*(A;suUEm!<;p8n+VL1pquaOOIXZ)Do%SBQ$TT5piD!%&_ktW%h{7r za4ili$jXf>>CT0I2EuZKYB0DZaCYYPP- zj#yGk#K<2Et%j-yK9giSjL@ac>||SD)GW|zUqCIz;U0SYzFi6gG-uC};61RLLagjT zLUr%MQ>s-=53bw`eC>0!e&Hwpij9@b4Y+-Jpb0kg=U|jcv%X@~2Gn@KV~Q3i1_09j zM6?I0X|yVy?UHG&Rm5RHWRCxgT8EeO!Px|!V|04cC4KuO@@-#6-7y=EgKm!8wBKCmd;tPqGn zComjfJ<44*1tkTN-YSu)z57m@3Eh1ggDI>ix5+-KJAP*Ge3zFKf?TBy04~(5cR3W? zI9?%&?PKXZOjnO}mRI(+OH04P@;er@u_yHuX5rBcJvKSpFb>-%WM()*j0OiERr4`w ziNF*ay@@++Lrs^zRnqY2xZ&MaoTsdhR)Az}vjs$n1Td#`Le5lE?KRraF%7y=66Z+3 zmo;3Wp$u5iI6v`Xmn{5)O822AV>UrgB!;q|8zDQ@1n^)~+IAZJf8U)<*WsStV< z2wbjp4IaIXmJ5?TkWy$Tik*d(dsi1oHnKlRyG5|kupwe=8P+HE#IN7Kul{&*78%0x zO)|OiL`6j-hn7o+0B}o*i5XsrR+MsroMY_5+S3Hf!$Lq%XUJm)=jLQf=%2MbEey#n zXyD@@m!+6>R5EU2IZ=H(Z5!yuvo?@Cz!~lke@1i$ulN^kjjLpQqDaT7LZ9aMu6?Et zm`z?xVa+2thZ8~lp<$U*>7YC@qopj@0H_YI`t7?17i8UNf}VHo-R2ET!RyOdIbz<@ z%Nic(&j$xtPZcbzMBY8Q{~ZdQ+e$72Vqq_O+r45*OiZa8V44mq*AzGHi}#n-Rs|2y z-admUq8jk~antP7*c?hiXy(Y4j}`15wo7O$Q2V0$6P2do!s&|ErMql%6ZjL5bUavU zNACYH=X0sLV1Q<+H;@rD?dH7u_JE1X$|q*eVA<-AlJh)e~>$qb-z!!d?9zl`HHQ#Z3-*frSep6*v)4+6yTLo_jc}@ zhD?>@-)7I>30kC}ejh3RVShjsxX_Q#5q$R3NWJKdw+3^YO;Mh@YoVWPaq}+1n+?z+C4jTIshxJZPR9`QB2m~(gegC=Hx0ECMKQ5pQ1iRXuCYy@{ zYusA2GZ>&lRdw}WE$9O^8fGXYd(=EWqa!LPm^*&V>y^*@JSMKkbsOt{xY;M^lN#kC zA4Pr@K7zU;Uxve$Tj(eH!!KWMGb@tkVW~u4Bkj(;LNYQ82f_;xba?J)PWXB;hsGgS z0x1~gYWBzU4b0gvFQ-3p+uf=vi*qvAhh(j1Zm!^9Yy65k4LQXF;3w09$h7_~wVos3 zX{%Rm)0QpUL9%=Q{ierlE|`9!S6z*F2rta?kr=rizJgbwgh?0}CbCI)uEe`D0;Kx$ zDU_F51qH2Muj*6y_WJpR!BD%xGWX^nkoN`j2s~Q|Ims=;@rApQcGvzS+X0bwd}yij zE0MdZUE4$wEr#zdj@-NFh6pfVc~W&r?VJ#th#}3tG7+mNBSiCtn*zAK2Y5C_$MBoS zUreb&4uoiB>*dk{=#%!Kv-O1UtH>}!-=sVe4THBpu){TpWpSzI6{I z1m3^;oF7vsd1Mmi?-Jmei7WoYBPN}O<0oIi)vuM*Hlb(o)f|Se3LtJ zG>Cu*@S@@vMd}Ja=p#{bzTZ9}%rYE7qKxet&1J+vD-gtcKVRxH#7&9}Gft=5~T7XHwpj}hQIB7?UW+?A~HZK+3< zcfa?Gp`lcky{g^qzY`+J^H2Co#?Z)MYA+mlWWsk&A>`K_5I5D8Pd7nr(adrUl0D6? zDJO5Bb7}HL(K&U1>gAP{?f}d1Xt&)ZCItCbLSBcu6uhE>rcBHhW()vZN1K48lvK*y zeX*n+EOn1DlmLV(*xg#W<42MO6UmK$nwn&{Tm>>FrS$vtjb_uQ?7dI}0KqWex%I~C zh!A`mb1fV~K0R^9!)6gs77tlAx!?nI6UF&)4%!cKL!n(QKeoAeq*X(3q9gN|DcI;~ zA-k~f{{5V!ecq@?fo8*=blpPD3wRw-W(dSuO`-`87ofD;n zgoRtv#ib}w=eo+Tu`Rln0lx4pqaN5DbKSjQ&hr|?xDMV_l;v{75Vv05=NK{YV?!XRN`*}YgOm(3)Uf#N&DhtMEznb7ij9T%F0u)R0ck3TEQYzkemS^LPbZlElP-q{km^VW-8F$hpZoJQ!!_M zJTi1`n>9jm8Gzyt;2pDweic+#O*#x8h?$wH2nDF5M-z)f@L7gHo$o$DR$qg?J79MC z^3NcN=ASzCku!^>p1h7Q%l~Zbi7J#OMQOQdyENhZfXOk!BE{rUyG8bM)7b83 z^da@s5ZXAFPd?#ogjgO`1~wY)ik^A;weGo; zu>x6eOE{Qj@R+~$ezvvtEgf=#iE8A*;>dmw5lpWm{({HF8?cwhclRUgp6R|FDY)5^ zY-B3KRCg=!eWm-Uu&rl|SSe3Js)4$(^e>Qih_H`8iMbM}-n{o;GVs)&D;ZED!xOTU zFfcj(>%q?QdzE>=sd)XfF3@Y0%jl8w3-CsOjS9abyqMVV8NRfJCapvwqNOBF zLJvlVWYAO|V%&?Ypfvha;95ni*L_shznS;hgXnOnWIp^j4GmxrJ$!d-Ji?wAM zXVA0isRUt=L5{@8W468)M5>=7UOfi4111Tll6UE~$ehGH2e(~~D(%6>+| z4&hb2+0a8|i|6}&Y*OWjl@`sJ$LxzT-a`9na# z6T@C5a4FWP74?8c^!vQuE4;9ZL-03t%z)PBU$%)@1ThCqu4wj~z6%2mtWCb`2C5)Z z$^+*CpZ8)l*c_-QJYL{V0p^%?OkuJ-i{dcZsNVZh1>4peER2kHuCBY!bDMBbgFy7x z(TTvZjt#O#pNU95lDAkZh08AMN2Mu8RQ3D!^7Wkwfmw1y*EOxqBnWDqUyT*P{uW90j?&tF`< zijQ3W_v_O8ebx^-6NY|Q=)6EU*-AkH`^Ud#T;6cIY@?^ItgH+q-MOrk3!mIp#Y z6bhmo6$hM?6;(LkDKc7S*nXV(5G;?8&5M;|PB~2ov^mN+`k_Y< z=fnTr;olJ3x-=ycOS*`UjZSV|`h$<{`}Zpy@s(Th7p?RnO!53-%}Kk3TrP$_O>o$< z;EYTSP?ONU!H+VhAbAUgc6<2kTQJ#}Mj)}QV=o0J75pyi+cDg6I`$#x7DAlG{_ zT)D@stRBE9z~zFHj7%vO0n%NdRWILgUp{^ItoBAux`dpLyu3WbYEZgwvO!Y@tpRf^ zsmlPsYhvpX+wNG>PrZqiT+x4St0M_rGrAMiuR+~{^%d)bb|meuP&YbFXpWvNpRz4n!#yAeFmu5=;?3Z^>79J$|B!K$KvhFn17v0*Q6~Q z3LZspPC&BFD=})5hRmv-ZU4R@PXc?RjL4MjCzZCm#gUr-TYZnXdt{v%y5>$MyLU6Fwo0jX}0Rv^3*i-?%RAsD*sFSH02e zR_OK1%E z!Q6K&e+KKyp`D2!N~IKGA+M{85NKgBj0QpgFgK3G>&a|iyq&in9&?Q{C$>TLM0N-9 zPqHdG84Op$WCiF96ckd%Au9d>M+=M_Y4@+T1)^t=0!!UfCMJS}eJ$p{vExV}0a)z3xflYRDV4dl4YFftEbaVB|RH0mR_dw$!*)>qR^#$WpR z$GJJo2tLN#iL8*7GK6D?KI4fy85vg~KZ@K^jGc}fC};)aXZ#rS1gflGNX_@Ug5H4k z74p2o=UO3U6g?~ZulWI!CGU!u0;1pN^s~h5JX;mOseUmplOn?p{Df{Vy@TVg=cm@ke67j}vEhwEe^* zWD@Si%Sc0g&Pmm1o3f3JvOYe7fthe|={vUX#5L0DI5wMyhX=G^wud6F``~Cr+sIRx z<>cPq5lVjcY?x6RA=f(6f3~m^oQ(=xyfejRcX4j-k^PKGrP<$1F3xQB6pfHzP*|UFS$DGaAUmph1uTgnMj_XMl!Xs za$DZAr*R2+1eEhwRM*<|WEje}#qbGV8^CMKN)NI7re=Yxag2n;Ep1V{>5t3u7I~s2 zTFZ|b8~_o31a5S6^a^G+2#$5ieuk9K;p!0$du1XsdEf=I&UW?w8`XT3iEo$)C@KWj znEW@2Py~IGsxoknZE5jnJS}(g(z9G$1CWi{>+#mQU#vlLUsGmQ-B7f zrBbvy;H=V9nH#Pb+C}Slf}nK{87%Z)2R%MsZ?c7guk-=dw&&SvSRjguM%dILYC*Unj{CZ-!qW&-C0X{`lNGHlJ~-2b^!j z>|*w`dDXGdghgx>Tv&qQL0CnbvuC9SS0A~FL2I$FfXJi@uH6H5Qp3}19b9Tk-Xb?W z8b$g_tPjxTJbdVm(px^Zf3(OP-LF9vvBB5mh$gSMg;i_GpvC(G#^yxIqTa(!U3v*Q zqfl@{t5@CjW!u*`NdR3H5@eLdh%fwW@-!Yf6Dn`vHghyWuXnwB?EJj!Zgb?DAn2G> ze@_cuc-KpX82O1H^`fm!dznvir-qvW;UPNYrKF&Md!TeYY`^#PLNoKRh)f7#70-Hsuu@s0G4m@B*bUX*k(qL(x=JZ%qFXaR{ zx${_qeB_CQw_w-N8+oa9IY?deK$@I$qS3^jSQ4K)tjm)#wHVmgL>9^)JxcUuedY;F zLhIOWyvIQKbDUlg4$Z<*l_0ZUiER}i+wnVj_4%APXdhQ@nS-|gk{nh&5nE%Ozqr{7 z9HCJFDQAyp5u6$GO;K5OU&XflI3P(F2RQBTRbjTP@!USaTPIB;0+(a*G z=I0k(Xhs3Z35WV_MyRu+i1sf|A$FST6v_Q%tK4~(`rc#n)+InK6Hkd(e>)p7qd89O zJH!(Vq=(JkViFR2St1d~I$}uV+3er;(1_c^F13*njov5E32kFv>pt*x?B{eC&CfD+ z@_c02myPYxi%TG<5YB|NcaaqK1@PI^^2{BoB_<{cuzAw&+CMPuXzxsr-m_l$7{sh-_4@b`OJ zL2+q!&|gV=XN<6@LB&~lXEFPH*VCu-`n)t?ph1m}o~^XsvAiC;4C=1B1`r@z)$;eR zO$$M7c19ulnV+w3WVzYu=JYoUe{Yjd3#*7En;u%!&wcuYfvh%*zY*qIcD{g)M^jsy zYnPcaA-rHAR)7P<0rK^TA@QcVy1E=enXfT6KNFsNJ-Xw~GOmE7>m=?p_imk$1Gb;~ zE5)x3v8-M>6gUTT&UCakZ zp`)kAyel?vCe41UNLt7hx#e{7$*oKv^+s^nrZXzZ*@YCo1K7ms&&j}GyUd*+M^t~6 zb@PIw_hSerRBd+eo={$sJ8&SwSqVoZ^xC)VNT_-IZ&hXWSm1~(9#0@2-q=!OrBH%+ z#14;+9)yQ(ZJhcxIy$!dRq$zuNik3+w8aXcGc-;;(d0_YEW{9?MA)d=I5}N*5gwM5 zPzI&1`-`jd`!t(IJ6~XHlyO356Bg>f4|(`4_A0q8!7q9X+9?G)>NTG3`V-x z>S|Cnr4eCWq;$zkuyikR-!8b8BTN^T0i>B4&BKwQH_GtG6unKj*6x3*DOdRlY$+*e zDT`Nr$WlBpUVCxBRPc{bU`Q;B}GWPMEUnjkqi>MRhbu zAY;r10v@t3I^JO)2-6n*936!-MIwBlW$>@cw#8qpZ}p72v%`sd>J?Fc9KcZYD|@E9 znshyd_dAu={XMEni;8q>yCu(LX*>igADXSBj|Cxy=!6C=V02Z7fV0A9mS@pVQ?mt9 zwPxWjphDGMuj6Ui>&3~kD~-UaLg+@-^>YCP#X;hoGn95GIV{S@PgS13bHP>a4S;LZ zG$;P9X}pT>rpOT;TANS2fl~yM*;cDPkN~#y&r4a?a8wB3DNibX-L6d^?B8{BD<^9n z?airApDh0BX}`dkQ}wDB956j&usZZb8eVySb-@a>o83 zSy4OVct$kDYl1c5I?&wLjb3yf(2yb8rtg9}P{b>XQW&)~nKprpIhv~<>F~_9u=hYd z%Y?#7c>+%~MvOm`NM|qU_KJmwoA0(`rEQEj!qx-za(ia)lXI4Jsh{LjdB>57q9bK< z4;s8n55<}j;Iktc{`6{C?nA)u2RlV{DUWf>Ust%aUZ$0 z2ioAtyMfyixQVYuy7VRp2M>1L=n?!2L#CT!#xAO#ZQ;TpiUPQcqNm;FE^C->l^|Gl zG}z@@y%O^|YAH$!BpLAy$br@ULg82vawTSt_h4_p#AlQx2=4yzwW6|;Tt#Ht=CN0j zrlx2%KPoGOmRmvk{0)qCR7m```QVAO9#^hjRk0hXuL?j|w$~I3%<|oyOZn21a8|$h zRgkrn75TkT6WHmWp&^r%i*M{+7xisSBzgT!_FI-;bc@&f&{J>%Fhi=?eD$!uEoQUz z^*Bos&eEalG7QGC1jU-FHMG#N=Xa7(`>JO-IreaB-K-{SWNtZfbT7Vo4ZL{Py@n;s z49V@WOSKv4&g5gO3=a)WXRmzjYA>kK@abp$#xrce*dUVJEQ%|mK*$ne=5^oZKq`Us zF?hdnFUz^b{m?M@KZ*?iNJB0zCmzY)F6Ca3zWC0{85==L2ZMUor!q=8#b%1fVM9x?69Ui3O`Sv+ zXtA2IQI72lFwGIRd>(oK-gTs?3gfghuJH*zVi@gvtuNrSWV2TthE;995q=||sPnjm zO_-V>YJGT1nJ}NqIdC#lUK+^p7!?mJq@zuI4|9)i2efCl%#BklJF+63Elo@umUB^l zs|49zKw;1g)~W15%T)bCM6PDYZdlIVZlGG4P!@X&euQNx4klfW1FCxNJ1WtBRL00w zH@bRTB)Bmsx@!m70{l+#I0%gTy_-vY@#P4>F7G+xPDuY~5?IMrRYxJx>Q%G`;#vF; z#y(=g)j&%<50b+pV&@;`zQ|D2JAG1iY;(^_C$c5Q)qT9ego5|>(wNHKtaa$ub3_WR zfd1R@lRn*<@fjJ>2lC%yvb4>-`pGyf9<0ri278?_xW_b_jlL*B5WB61CK+h5Y5; z3OgUa&pga*8A>m^Ys!xNQO6Lmh0bd0k>yL0f9*j$RGA5Ga~tYE%ev+6--51n-C)$c zJH=*Zps(-a?aiJXeP?d_{DA24mMjROiOh5z+A5-I_JbtM;o*8Pp&%a%{RHoj16NhD zv3-eWT}d{*E6%K8I)nb|$G2|`yd(a!(deJ;-W?)7#?(g+mp}IAe~LxeT%Q4uoBL zL@W*NHMqjmjFB{RG4EbkSxRKX_3(|m%xqd<>m0WEp)>loJzm4X_E2KL3DtL~k%xoD zO)l>n>K6VDI)XF}!;-bv;)+4hc1RvEy5L^&8|5F)C-D=t>3t{x<)icStnWdKoth55Lqko9j z;mc}0uSWtZD-Yag$wB{g{zsRyt>%Z_c=T1m@Ndvw8qlsiDf+>1%~Rag1*$hFuQCt+ z!3Adc3<*62lyDCkjg~n*;{f+|;+IuJ>ZEu67(RAnQ#n<`o`3%}4$K-13+g(K** zdaN`bEs3%$FVu->hptn;lwA#utdvv!Xe6?M#HX+B-Y)0k_$oG*i`;mqXdwbOOvgnG zslf1yy9pHn06c-B6Y__EX=wxxsYCsFR&LiWp?4*aX4!l`jSTV67%1J&MDI~aH<0U7 zwhX5~V|a6=;7dh70DO(N-EH>m(ltI~Wm5$Kn(bW0hVQw|3*Z`` z5Etk4^ZRYIvlNU`rOsUe5K*%oN-%G%#cG+u5n(NEj_4E{IjTa_J;Q6T+d<^ottdv) zVfpMbyxORc^0q2{P1OKuMjUU?UZayQC;!=pcegl=_UiQqGsd{z3g`Ah*1^Yj$lL83 zoo&aVTPvso53>|2BTITxSoeAj9eD8KnC$Q9`?lz0;^L;Kry&I=98=`Vu|{uVl#Q2= z(Y2uygTLD6BA5(goMoY)mv$@{VaAfeCBoF?Q(jNS_I8OwLwY^b{wvaS z*q#YfXXF=ooTPd_W4v=?x3Mv6i5f;DRc^lLP4#*;$Z3UzzL1$O@&LPTwv1Gr8ov8^ zG*OsJwpl``=MCutrv1 z!Kz}Zt=g*{e&%tVB+(79zCsqNY{x$r-x^?k&%aYl{s=HK@sy;b^%`KM0M4H!G{QIA zG0c=~f2+z%b)39B_p*n>5Q30}J>zl_=xN5Zdg*kR)OEU6R)sS2E(&pRIdb1L zdl8^27{YKYk5Wxh^{kQ)YB&IA?O9ur3)v&9dK@5-C}; zBJ?v&U;8U7isM677LrV3H_yMZ%Zj`KUaWk)7=A-TOK0O5?3rv8_7#9ww($IAeWC^a<#D#4HBK z#+s{m+Ng)yXqo|8gOlAy4FbN^2{5jJA}?vz`Mi$PIQeU`(*4#(OfB9oTtm~J2YXj8Yf=OXo3$I7 zchQcTnF+S&0R7j#eo${bY)H8Om3e9TiS(%yJE_Yq>FVi=K!vAQFW-pu$HI-f@USd@ zYB4&FKx+p^vkKC-oMv3N_nanBI>7hRjuBKoRluzoT`8HH`*kK=uI^Ffz5?YCQC$0~ z?F1B|uH!8wC&!ZS#>y}N9|VUboiO|G{?g%a?l%~=yu0^$e2U0{CIpDiR3$gtr6I43M2 zC}D1iV?^8{0myztR!1 z+OZ5z=iz|YdJGCMH^2P}gI9-S#?7HMjg&~XfT4Kvs|HR?APvKZVW@oWE7$ot7>-)? zPbCuj4=*Dlpfnl~Aa1Sx$G3f!Q_Gdv9`ze8UsBmtQu{?>e0ROxn!22Up!P%iox`04 zJ{6of^HG95BHc|OZ1auVrr%#k=MC)G?y0Ee5dP+#v(1BOj+PC_yT= zDcBhCY!Y-X7M5-l%bli^JvLtec%qaR zi+HXr?iAZ0rIUlFn)d++@ez;lC=mO|U3#U;L*jX_hJer-cZeX%R;0Y>nR7ab$c{%< zuZn>~zg9S9Yc$^h4iOO50^@<`+poz9(5)~zu5;YYadbxP#Sk;qyp&N>O^wfk(6RXX zPQ!-Da947Od$HU=X{a%rij5S3>P>0#H&M1ZyyVw&us;tl^*jJ#!NzI!9g%bv!-I5a z-u3L%`@Yv8u7$($4cSV>9-g>E#c7rrn>*3Q!K?xfw0)t?UB_Qerd(K)(3s9-v!@&n zi>Idb<$13ix$%psV3nW~Xp^B1_&u@3$j_JU{=6v>H7GzkIS3eJPrj1fgA|!^zZogk z{hs8)$$Ke)$7K;9puY258rFTpabG6dh<|tnnA?3ffo<$PNtx_jnSz84g$y6`5aAn- z$UmGc+ta8^I)Br4rH0aq+?F?T(;Tz|i&1?#ieq;a{0GIUH-`sVG<$-#htfTQ)^72G zNa5kt6Nhp{SrI#p&yr(v-UrlWN9YXNuCnCN#i$ul~ z@GmjC6vj7WH{ZI~>yr35R(Ib1Qm|t-%9;WE-hC~gpLZ8IyuKmm+Q&^5igqUPy|>0p z^||L4rkL18FlF8ryu9@1dB_JZzJH?%KsJz`W~9JKpy=yliq@^0H8&)rrQIc$*|g>Z zMXYrxZ%-Kc9v(z$~{s=MTqok`N< z53PeTw?K(lic&k?u1#&a=?IrJ220H822g`~vb&@;EglX3jpdIxY9vvej+RF>qem6_ zr4u`ikT+v*f9GqdH#wEEmB_7l)mzGV6i|AGHXkqV?-<3?$T0rHXL#=gM|e@R^9EY> z`@-WJlQuM{Q=52Fz$*{AdR0P7YO7-QX6woBZJj~%a}B%*tI?UXagk0|a%LL2gdq&I zI22n)OmwR3d!iFFckE)-KIU8VVPn-~(u$u|?=urDwXV1Tarq$kI2HLTV<%M*;C%Eb zmaEk8dY94*v!~7m5|O0|Q)R!!&z88&#a=q z`nS0YH$xHiKD`m~F2^aJH!u24l$I-n(pd=mIi;(FD>%$U9@@+Nd#RTpyYkD~1h=HK z(vnKYKr|RU%Yd2Sj3g)ybaE{p!(o}{hzuBnucVCo#$-&Z6G*=1}<4I~)o+XFS zHz4S{=qII5qtpRtJ={_-?#IPoyADC&$ao#ku4AUjs6ZVY8X3u3uVg(&WhXwl<5l`a zy##xEC9&NGxvP-N70ONZZ^QTL5c+aGCk*ZHn+tvq6l9ZLn7#LuLDn-Q-UgzrRnue@I(SOei z8A}hriHRMyCtFQ`ifJWFEI1~b<}81ohR7dWM@MDDyV1qUl^va0A6-qB*W5;lyuTAe zBMbnx+yQOv!_*6WEQAl5YwA!U`Cx0p#L7xl_jzExBOePyCt-@TYnOj*C`V8w+IpYm z9pd8qsDC`M!6CoO_()MaS3cJrFqsl(493@VOc9;x?+Foq z5kt}Jcs3Yv25wY!E)e9Wwmu)L2kq85uMB{t-0>IO+FmD)J?}+U(R-vZc05EU9YSB) z6hgO}4j|Df+Y_>NQN2jqu+l`FBC!f&79TASXcQsd$@#Vc9-`8cXSehbtenAR3acKW z6;OB?cjt~(PR&uo-ZRn48<(eS%HF~8#9o+j8~o*nFCNjPL}fn6ysECYwnRFIq zE|d*Za=%m0ve$f$noJQ%2AK+zKcr)ocG@iez7u(|4l{y&XeeN}Oqyv{hIw^%H8}wB zxAF@bROO3=WC58e-=#7}aV!_*?e8nyBSV^t!-u{01Khz3e>~rdINaO6iq7pvynVu= zFfEMf9Q+s$fmmhMs2BCW#eg4o zy)6t8^bS$gQ{4M1?OhK2?-}EV`L0Or4XM=ZNSQu5`oGVc|M)RHRy`0sHxG#04>;~t z+!uywCqGaWX{(tV~fMq0eygTQ&T({10%_6QWj+A3O+>>Sud8?0NGMEdCCtlfRDlG7?Qg6j_@5syevf#21GTME2~BbO&2O33t)depU@*@n_tL)_IK65Y>5i-#y#M-^_`xpq#h%QE)DUT3r8`x||Ls&MM;mX*`=sgC29}(h1NY0{3a0 zgE}$x)AhrzK({f>Yf5-xe|oSS_4fgcNFNxjTD9uVvY65$Mp{Ot za?F&s(ec?iZYB(eeSEgB#;Ic05J9)Jv^1`p?r9KNOB?ZsJbw#cj*0rGX3deF%YTSz zF>G~wk(_<%2;q>($=R%R9EZz29NvvR|BzX`i&L-R>kZ6@Fgkd&{Fr;^3Xw)g!P7edf^_^XeJG_n2dAIzs3c zzoD(mOfonl;!d~E?OTAf9NL;#j0E3rlD~ZT><%yF&2{@g^|tdhSr6Ti7Z5&5CYFf) zVSAe`q&eC3)Va}5w`{JL=AJSB>FxWCpdoz))b)_`-ddPNN>lUh-oSLwl6(|7Yuh2j zsUn+JVT2L3RYRk5?9v{r!3_qJ7jg4PrY0>wwz!tIvEqdFc+U!2gk4&e_~GY@H=zBw zVwN?H(-K{!Yv9p4B%b{JtbQ%&;Iu|w_+fv;aTJeo{)bmUa$Ma0SCW5s3b8CQQ}eBg zzF!x;oTbXoTiN{aaPt}@6z`S36-f+8)y98*_Nq{ABKAN8-e}q`SMjRw69ZK1&qhYFS!og0MUt2J;u&mh*S(f7sXX4;Ok1}-XJIb3MAkP8hnG{Dq zQyl_5&XpGVl)++V+R%@j{Fk-!N~)T7t z9PA)zX?=}Y%|!ca#1f02cVuqrh273aP=@?KIy3NHcn*ROB*B&n|H*87nBm@=t-C#Tf37Yt!;#nPhl38??{{hf&sa=deLh0% z>lS(WvpYDM#2Qlj!U|**6wYtu6ugpqq(A#T`_7Chwt)E>wVsPd?&l>Z^Le@g>dZ%J zg>Jc?!kVG}obU#jgJn72c?=g%T?wutTx|zGqi-SPC5HkpD}Iz28->_305qBxjDNs8 zD=EUIgA&UVG6+Ea?IM4$O858D(H+6cYp8SOx~JXHc-Lm7v4Bc7ioWVh8OsS${fo%N z`?#tt(VTR)2vHEu`Qk%*J&Jk&qQ{Bjrx_~U{Fp1+jXD%SHH z>>QxycvKIbMk59yl@k_Ofig^NZ0C3I?+?Z%D#S}ii}2k0i%lB#cI6D=3xHrKLb3u` zw~4xh;d>nS0?A53rNPnmH}DE7@3FsRe5%f~KBBT6H6~J-j@)(z0DvQm*Vg^P(V>Hk zxR+1DAuB8~c+}&@C{hojNx)K;qPzr_er~&F3+uJnM5il&=_=oY5r^?23%kE~UrGJl zsFHk?q*mvQu$&pm24QLIpor4~OQcFJF(Ki(Q$q}37p$0`&Owu1Wq@BOw?Mh$Twhd~ zt(Ue*Nmx+LGu-Ytf*gz90x>GNSVtCe=A(WV6SaHnlF!nw;q&1PinE9P$`^0kyqOb# zG`d}{TN&NRB?qRkE z^voCg540B3v$chT-!)kHF|&9>R(xG>Hbz@9NX?tnvr2sMGeO!oaG-qV?XKTd@BmtT zcuNbcvelwkfyel&psl)(R}7lMRC7fOeTvc2 zv*6{p%_*ngV&^8{$MmM_Ft(KqQO|euX9}ZRq^77K97h5D_-Wp1sSLEc-mEO7Y0+vF%r#m0c^{m3e zLUb&PNF>x4dxk_UMsZcuwvpXSLJiA4VcIE?LzB{}7ky!pM_7?XR(SLmv_tGcS1MA>h<3dj~=K zu*VY6wk?pQHa8Pg`CYJvuOt>{wjWcL%IUD#et zu7-ibN2uilIXGaX$SWT@UtCSrj=eBZn(*pp#T-?ZWNvC&Xz;xp^?fn%ulb_ytDmvi ze)93I3HJe4y%1fHaB-u>rh6TtREe$f@_*rDhuV6|YeqrA+W;xH|LeYf{sIVxVe(ET zrI_F>@^UVU@mSPE00vA=PgN3iRS4ZAqnk25?^7poB;Usw6)?G*dAr2FB7jWdY`$GR z^E(cIM3Wb6`uE}%$u)?~KHFQl@^9B8Y+a(CW}?N%#R(GMPQPyJ%7~OdxSFX_1`DP*WX})eUmo1*nrQ5f_$kKZ#7|&i{`wIs6U~pw?~8i#1B@N zmX=A;sCDPm@Jvt-N=l|P$o>1}OHTMR<}#!J2jUZ44yEJBTuDR!QG)$k6}%454cnp> zN`QZ5@BiOd-At_+03Oi^*2tg|GQQyC(Wp+;R&(0_-@ke2%?#*FNe<;N-eJ|lA_fzc zy6B z`qaI58H0ko`}ToSKXsHUy^RRgR74bh$Dg@Hy9R|EoILDt3AFqDoIE@S(gRCQ=28!#h0tf^SVjFVW5a=({buj2v&JRPg?}MD17U`oQWhMorwHjuV2JfIw>^s3 zWIj9iCo{2#QNi6&_Yn*J($(^dcpLaiLztpY{!hw>juAK4;}Zw?-v-Lh>zkkK|Ilip z-4X*d`fqFMQkvatbHBz}IxfYDclTFUDSB82Y#3%hz3_#(jH|M>A`9JM$wT~}kxxcX z32^Zzuk1LX2Cx+O})Dd zrgo>~f~PcV z7Jvz}JR8f=rLClVwS^%1&n)!suFlSv5CM^RnZs>g-E(jACqS>*ru3pzqu;Gw_}sNR zJYmXa{6U%#qKw8oxw>@Q%|;~&&@$h(bSkBpFnL8r;?MJX9)kP8Yucsc3iTK9V$>JV zh#ypB)e);gaL{wN_p9_U%`Z0mw>{oWr8w%AgUlH`;l0a>5-D>5t{Jt}vlv1Daym3{ zbAEk!=(ESP^&E zH*UM2swR%$H3MPvG1g;Y$K5|>aeNK8M^r+CgPftY5nS$jRR7&kh2{)XDco~dOW<6g z*8x7PW11pOJ+f(qzV~e}IF~`q7lm86n|pc4JWaRvfU7M2#Pl9T+`Qr*8hqb*XnjFw zkPXhdp?8HxEcAd7@wzTCi+goE*|U7`!5)k;_FJ2p?!8dQclbzF7?onYmathkUENL? zzeuPUqoZ6W!;h2PRQcyL}6R^mXb z(9MmU$*}LLVF>0KG+ZYhZSR%<((r0-6iALv8bU13RwbJUOq8z0g`y@bn_{|p7I4SUE4xSl2A+fTxKZs&N@CR`8#956N{>^zTD)N=uB zfM)J8PKkwtJO~b=iN>?@sjgucvqD*5-+RB!_x6zLem!YIn+(iIHYem&dB4U(sqNbj zH*c+)+QKR z3^P25)vIs+J~GT-MPBa$GzM^YzDT$wUVe91VT>fYL<+SWUmcEfSj%#R} znZI*)Zi~p zeGdpwk&BMS{CLBk&7ax{L$0bvz7g3VtAy!~_EcyKSi56Y3X9{nT$=#rZ2^jM*-wW~ z^=kat>r*Q;#WTeopXR{1YjqjMD}dE+V<7)_?M89RTQj$ESZf5G2w5YZsE7am<_SIl zEeEN-GwY>x?fL^ApJwV4arMurt4^H;M*i>o3ZmbRf}IB_PtlVN&(hROQ@gonM1VLL zfv>(}0idWDdST(>B4seWc_9Gj<<9d9f>krH>HvWOoBPPNcjrewgc#xlY9s2VbDM4C zj~ksBnBTdmw^`h4R9yg{tV^#xZm*y#vZYlXl8Oey=uXFFOiOIs(i_jdNX{DcI1K}; z-I+%&{%^lDy;Qi{Q%cs2H$s zi*@U5AZ02xtmWqB;u8Oqu`q{Q*0`SalE0PUX&2?2yN$Fu~6*{c!VG1aOVST(i$)&3|)1BuJ zYAI~pTCLDPNQ*y~UVAVJRJFkt8Q)ocxPQ|Q-Mj5{pc)R}$>t=Kv4N!4kFYSqEf5;u z!iA`wI9*ER#k;NdbtV_VY#*$|K(E6OLJ}w6BuXt84Z4?yu2jEk`5h=>UmWF{rgqm! zRt2uN5>g7H<13+_X3x119-hW>vQOh}gifr4HkyjX#fu9m)BE+~8wm={X!p)^VmF}f zD*WhtVN?Bj^^!k4KXq@V|8(q)XpXdSybByD1ihs{XlGd@n3ki2i`TQC4W~~J>jI_J zx}M=JbU7w4rO5v7YY{HyQG-4|P4pKD+*H}NA~f^oZuYbCL45$J=}fUXiJk+;m76?a zH*dx|*;-nL{T=?0&MaE}(Ubm7CYbUHbu}upDFtUDJrdX5>h@r`B zu#oANN`)6m$s6a$@A#@e`|$9&l-uJ3ud=Z)GtbnLAAf?heXE`7>8`l?A#&k{ZHMo; z!>e%YRr}^cL_^_}AC9SfjBpV+AZ~FL`tC}XbT^Qs(~*~Tz*NAJZ$N&%@M^=-#Ioy2 zn;qRx*E3RU)Nx8;cvN-Z35jK!>m~PI4NDl{wM?_~wp|t6Tor}m?4k3oTcBnVOW1v% z&Sc7$R1Aowh}@xSU70m)no}uXd{PTDvcH^Z&L8Z140{5Y^XS%@;RaU2O#X6wQj$#l zh}Jquug!4=-+|L)P@n!q5dBzQbiGMn;`h&zpW(mCZfa)6 z`{lz&ChVf8|N5&^)8jbJkND`##~4hBSW%1xVzN8DWk6Pl-`8A`=8%*Qi=7>)*R77% zZ=zzLi{z!_rm|9XvQ%Z;Ns`6mOdI8o8%dNyS^=2OXKkYp1f(nPy4-`!Y1yiA_MH!b zK*QRhj*GSstix-K8{#vH-Gvl4bOIB0QR5@*QMYWttzuwc zu-RST8Lf?J*^r9JW@YiCVDv_ta7ps_Z4~MJH{x?fz6r-thvxb`paVcJI+` z+4~hgqU?4aKg0RbSP?(FeKptMv}kVyd>L@LNg5?7y}s1g^>+=I>NXXXqsEr82`6{w zZusBxEwzuJ-KUpC$G*6g9<5uU(LEbX58w4hZc5o|L8xY66V?CCn@4U;{Z+C`2`z6= z=1-PU|7$zrzgzKs^^fd%S50Q!=KVL$y}blfy}8X&#Z7WU@YZ2rxE0fPw#CKnv6TC- z8}y&g0FE4@nmVm{-!n+&RX;NvMFNcRz|bv1?x})VY%1k7z7{B3r805qtsg!NlE2Ra zlYCtY_BjwPQXq0|wYvC*>VTFv;A;Fo&*)dbMxX!>k0je1kzC2TJ*ONl%iZ!0*<{V7eZ<0nCe?@$093sz2rX%$}~d(Sd2tOp1YthK1?ba zD+`giZ?eA*YqF-l<5tO$}85tRkX;pZ*XL?TFim(BhQoR@! zmkxZR2qELl5K8OFPuB@)Yo9|-EHL|0nRg;Dvt zb>(>D9&Zp@Ft}FiaqHiA?0&SrV++9ZMzpT?%HV~Rl-w?pm&b)9JQv*HvDdic9JHP& z%61BYlM~XyCui}l-2Z%Y?%U)eaUK<=ciR(^KU=!~?e4bScdkz(7}LI{SB%N6+|}Q9 zk~e>^KTo1>iCU+mtXvSuL~|#`hbZ75xp&^Arx{Vq9y7Wan!3#J!;8QdKPjglQ0K4=m(=8`+$&6 z)Y@6IdY9w9C~vhKE)ec`CqGEA9>hV=*7m=>wNb-&zwIEz*%=CfT*Qapp^)5hZEWkKB<4`2% z%S&_i+$p#xFL@wn^6IPZ#BpXSWV5lu{2blkY7x{2cn%h08v=U247zsYzJoUp>8B zm}o+2*sZ_YpkfcHUB|*7c*61T&lE&fsE|*hUfcO8^mOga)=#+u@O! zgvvYzdWWl2N?Q8q0XzkwGN(iiY~1cpdnE4@8HBt7 ziX*3H|A`m9tAeCkr#BB@LX6X0PDceQJe^k<$UMDAI9ncP)ZZotbe>S&W&&dS>7%q-6IAX#Rqg z*-nN_$t;F@ZA*P6+tqMjqi_U?A)tj9JOxJIS94$e(_Y~$dO6`S#jSbu3E}Hi+;chk ziM!@W`<1lLQLtnRmXLG+LW2Ku>E=~}hZGbE4%gyKREV%5cslS~+`P{(IIjF3^YRR5 z=@oAzPn2-H39*qHZqF6k{fNw$iU$TpPDtW5n%IJarP=N3LRX$=tjm zz{y!%jH!KSSQsoHN72EbOwY7Y(3FOspc^kuvFkUnsZ}6Jr|x zg%Ww4P!>w4L@6S%1Qn{2P!b;yRX^2xMc1&7nt5_!_}n-r|4dY{xuaaYZ9lkS?DtC# z1?uVnY=Ic-%#J!#3hXbpC`?nvOX;YhGRO|k8#$?t2MYp_;NhU)wyuk5Ak+4-Sq|U? z?OMJQY0kVQxNR5`%YNGAK}K$L-v{rhTZ?sn*P6X`0zu!`w(Y+;QfBgw*brd`9l{K- za&tM8mGpT-<0>jS5UY5fltib4rF&ULj7a_F4p_X#$p%A zyYW`buhC9~=Gv5+ZtG#cWuu>%BMp7VJB2FV$wf@X!_71}_9(VZr979HlLJXU(Ry3X zx*C(og5S#Npv^Myg)u6_W#LW5qWq9;`5ZbeeW#VQsrA#WtR&7A7LF^Yf8pJx`h63~ zX0_P3;0UDjd7Za7qE`Z_O4Fl4E)B)!%bJ z5I5?RgqI~lf;%m?nnyTGsXPrmElyS53RzPWQkZBI*%-I}+ieBIi$nm=Nk zT<*>$SHl9fu@Pj(gtE-A?wk<1T!Yqhu3RTzW*9AZ+(dDTA}DA_%mTU*EySeXIG!2G zehN?EKHJiem*7@KMQ`Y6cK$&1y9X;KI0;+s_69?~s8Nm2Y%<)s+daG0cUpLRd!uz9 z2gQ{z0sX!13#JPjK+(I#CICJYZ`PZf14B$oypmhDK0+2kK{6K*Y;m?Cc;Zg;M`aj@l>>7HVub-sfMAHbmBzka+#7|o8YEqVWX zXZfcT5 zB8qcV_A}!*2yn28MOECQcJV(R08{8^zL|Ma9r?zlbRroW=hm+ql_eSQZ%)bB#2|KJ z2orBP{m$IBuB2-6jx+tWVNfW|aBaQ$XGA`Pt^))q$7WOTu|VO?miFvHm2ACESZ&8V3Aa|wc@iyMgBX;>yah4?4v{(yu;lXqOwg!s?gKiTQ{!XU* zfwAhuaO}{v&8N0TPks-|I+_aD?hHEb=^K*6h$OR=UKXk)UlXbl*1W(yH_rNIw2hpA zv>Da|5zS+^N}D!S>X0(u2XdPhB)0&F3wFnmH!VMO7VTM-Qqv**A+0qx9=`QA;ijtT zSyrOF_WjMNA9I3v@q)ajT#Y$G8BFx`s}kO6PpvN!@nNPIdo?#TIo7{4iDoYPwUiOf6eM14-3zgi?gr!?Cf74w8|eRgJ33iS))4j=Dy1_ zEo$p8W6mNWFn8h@(RvRiSdyggM+cx%*7K3rna^0GG%xF+VHUA9U}4(%UL_+Ho4Jqg zgI3icyRt6M8;pPIl{gK7hpOAxb|k+hcgyI{F2BI#);qg$Tf%0c)=m3^&c^XM3CWP( zOr`W!SJxcxf{5$vZ-P`$Ayg5Pd?{R+C@mB#LxvgwlG zYaDsWT#@lw6w7$VTGIJ-H5I=Y9NB4|D*M!T?062o z3Z+RQ8P_PJ=?7vr;I`%OA$^YWsYe=z>3ttskq6Z`6%bN-S#2gIpP1Kj2B=Bos z%rKwBrbbX%*=b~7UnkZq)Z0<646MQ(k1dsH$)Djp1!}DQa6T#D|FvH;`($)&6rnEmz(eTeYL>WXVok8pKYL3x#8M=QtCgE#qH$lC#|}{!1hDejp`W&8D@&@dCVuzN)!J8_^A4u z1g}yhI18G`^T6r;R2{8#;b-X8f%#oxm{~uP>+}19>FKAt&Ha9N8yTsq1;OJWnoNWk zxTaqE=BJy0Kh+VlXmmHud;jy^Qu#s-+NDH=3C&`_A2#EModi0-WSanSTQvp4^#M@7 z)oFwb2)7$15P+ROa_3Xtnxk%yupu&YnjgOH(=#!VKHqRg7_t~LWHDvS6=8QMx6I3G z{q@$oKJ<7?$NkF@5{hOI-wP^PH5;~N9p3)tk0yiZ1mEt}-$T!T-qOF(;5Bnq;JIp+ zpxhWHZJjrp->T?k-njF;XU2c_qSP+>%`vK`F3I&Z{jct|$NuL4;yz8K{V7VMuhg6U z<-kcB*$i)G9ErvU560x%ZT8e8u`x3X!KM8~)AjG5F2)FCoMNUCaR~67>Odm~iWNMs zRr@upO9Ga)Hpb{AXy~8*<&^;-RlFt>$pE*Q4|yqIppnK+9UbYcCg%;KjB~6+gaNX$ zYz6|eY-`E=`UVDA7Y2rgX_h*eMCwcNe_*92R@$G|B+O%48XLE6+a~3) zP37Q;+yM>$tA5U}R=gOxw9{OlcL{gygday`>+V^@*=xRbhTydMuzYAS^nOA<>UHamZw$H>)t7N}Y*s1}*7YiSK%VST4A z+Cc&%YdWo%L!qCr%W24&UfTj-OS9~}q-4_#79tV`T(V}>j{uX8Zyf5##zF|YI668i z#K%WJYxs0zKx6hdz#nj*n3$Lzcm_!@?3?uCpcPzHQd0JOdhcFk;~SGczlaM`lPSD8 zSy?N7mayORdS{)VX}OM8y0!ELpS+b*)bfIK`}WDRCdWLR{XN6!U~_ViQk9%=^Q+n}pA`UHg8?M&!-R@>zCQUh)>@>R@{0^57M{IK0QaVa${d=O>R6 z!(j|+Dm5_DX&=wy!IwS7co>tf_ECnf8NqZX1xY;Qim!gN~s}4?XigF-16&#oZIzs`?3*d-k!{|_e-@CC~ zj*aeow3FoKN6qqi<=w2GecM54b0#e7sFOqIbT!G8%joj4dI|+|>+WC@|Fy_Hams!2 zc~>RbSS69i{4IN5z8N!rTr?v9PmsQ}`=zPuQUXT+me@Q3k)61^*w zLwvYz$Da~?Kp#=ND0nOC7`J>)7$s3#xzSoneQqL?yPWWBR9PjC8JUFAZ9dg9TMDPo6;i*#e@$Hw zDAc@0=a)A8h7m>=o^glpJ4MHI5@y8i(4?fDk6A>7sbUfgk9a2txjL^YH&}NfslQuC z0fan+SI>t-DTT<>MxU6;CgWjNJp=PHJY$f$TQ)7vm|(AdWhy#1m9iJ@x;QPQGs9*n zk}K!zc=rP8lMB{)pDAx&zYdEG50^M9@aQjyxxo$le@al^%6y|onPYc!?nPP@Tywxg z{r6a4#AJC_Rt>`1F-^+ky#`lyERo-BSRl>^8CUnUZz-~!pd36%yAMv4({n)F?Z4+{ z$HN%lZqR@*)8_797rQ<{85WHsioinTkYFh|Dz+J``f<`aUjsUgP}b(X+ht{HI{hrz zN1xaY&QmF7FJN+JYx_0bAaRp|vWMqWPUH&}-K2Y5`LQC?i7*33vETZzz5vH3LQ7Sd zpg#yqO5KI*!YvC5Xg{7Oyv{Nt>05im_&xFyHz!~EW;1pWDbSy`xBTLw z!stCz>VZ;>^54ZpUU{p*54kLC+M0x)@fMS-f1B)<3ei&C{(9lp$Q7_aEc6anUeC#- zGZ61ycuLsn{&M9v?+pb>%ZI9WQZD0dg@?0*wh`~0^8Urt&u$mdjmA1xRv*6Ki{YB2 zv~<(EXe=cuY5s6c)9X`sVJ%a9T^ zuGI_KD(u@aYV;T#{yE44P&t^~QEBMu2>`e1P_lv0)MPPnzQ-&;i>#{*Wc`@P`V+66 z7eJ2yO%c&QT*8=h>R7VV;7aT!kk^WXj^lO%{hQcmFL7CwKEPHtj``HIjK=f&Ik-cV zao+c*yxp_@WOZrVq%i9j@RWdjk9O91Nw@T`A38gSlQH-OgEbz@)TEN8fcJ@T`s3Zf zTpIhA<0eTMKY8xQQBcJ}(+}&9n*E5y;qmlqWOpUGP-TgP#uz2JQqo5A;yV^CrXMC# zoQ8f_EbWSvJQraO7&tyyx3N`yd0sa#oAL=*XpKEiWfK4 zo=PxU5~TWX>~<41PUZhI>Y<_%W0qA+u<9(khCUTv>cCFs17l&L=ymg}?R zde_y>P2JD391mP^9tO~lE(PwZ`__F4F;#)5uvQ@Lq4hnT#?gZiQ3p~$iV$T9@h^tS zJ0gAnGz}YD=P;bBzu6@OHzy=We&EL$PXxTULWc;0A4JSsw@k3gA+`_}U3^~#&rB3F zGX*(cmXD!D>o{y?W_G&I@7OV(C)%I@Vo71OH|BpVgVkp*_J1W#Umx9Nn*W1hyE002 z4%=lC%vV2gm>2K`V{T=K#S`d|z4q&kH3jG2vU;$7{rv}IONhnJI_jO6c^_!9OMhLLrh zX`)(_)M2j_8OAt5y`ZU}vv=3-Z4hrF0Q?1y7{^vxOG`^bLzQ`n&pz5tim_UaDE+#nPDEiUyB9~km_bIdpN|US!M?mS~Hp*46@D~bA?S`UdkB9 zXuooYR2-bv+8km|-}RF?q_nkDC84>xeO>$Sh{}{m4z0Lm0~tV8R{hH=6qtK!AqLCk5xZ|x&(N#!>6QPCh}AmU z0pol|1zRQ0-qM!%z~dL9-)tb|Kj%|6I;|w4Href?;5kvO0|4yzB94=Na*#GJ;&F{V_V=y>#F{T5+jOBxn78-)g4V4ML z!)5DH`F)Duk0N>noi`iRKEYd|Un8v)Y3g=5RF zbKJ{3(IBB=W0%x@+cDZ#8b2gL)s`%cpquP738EKmL(jDyI$ietT-@CIcjWy#2Jv^! z`kAM=Zi&a6cKty1PpY@w&jLj4VqE*KFJQiJ-2?*}eJuhFqBbbHbd525W%`C4HLoH_ z*OwAOr)%9ABO{}kTK$8_DNq_t`EhudrM#Yc%U0{95bK#gxj6E`7e_>wJ)MFby zi2m>yL-aejuMumaB^9qP_I;oG774ADEz!v~_i3bG72|XujN5pK{XkzjAxZf$3|lSyiNcJ}yFmxu$`uGJhO z7LNX#mS192?R_!#`zH57hEj9OmST!t+Vt8!LbAp1_s^Ur=zu^KaHKn_N6;5YcV>aA|3-!tT|@1+RAg z(&LDM_z?lYm;&(&uT2U!;+_*a;DnI_hM}#p0Jw7@Zn*GI+;H?diorUe?pK$D*e5T1 zEAFiOBM+!y#=0sUiiF#^sZa5R`6GXU1qR8$LC9&T@7ILy2tCXU^f3Q@&J8qJiMc3B zC%T@2&wI>mG?KV-%7nsNmVD-j^o-f>@v*T3KP)`381cCtI-}jS^Z!u<6Urkd#}9bm z+>Z4lNh=4R1tfh+IAz!cQ3gyF&cIBe3PfRPW#!mvSK+W09uh*LF7Me>h4a~s%gO~S z8oiR_@+XQx#JNrUs{j~2xa1}o9@}aU{)>!ETV6AK4YkzN60fGFq?DZlcCl^y;H~k33nU2>as^f=O3*Us+U%U9yf6ns}=h4}chm`rr%~ir6#{^ZK zWe=YkR1%8?2??T=Z0@*tg&zR>wPniR#8hQ;{K1*Um`uS{?J_-bt(tsmqyf;w)1kzPo-qCLj;mjzLhQ;D4u>e0KEX5jmQYSxr0fz* zS)76BG&4ONTJV&qm=4wT!aL!N+6miRK2Wc{Cn(dX1#;~wL@K8|6}g9SF@A(b6Tt2h zKM0D1=vH{wPMoyO@1QM1H3(KgG0K!P!O)Bqpq9mSi9hWWPeoeVRS_XTL|fp zE`xprTWi3|k&`B))*+o@f_Er!8=<|~ctvpSq#W%svX1?7ywo@3+%RbPI6W+$VnQJ- zclz}eA#-dK?9d`vWs0$_*m1ZEmLbw;UhIQbSPu4!L;(P;p}|3QEz|pVb~mPJ#hie| z(3aA-_A;k{KvGOh|If%Q0g^QT-q*=+NrXq|a}PVyoySgMB;KJ{XMZmSqsJI!kh71i z&%kYn3kS@m?FdInH4oYRe-ZZH z@l^l+`?!!&R)vs;J+ft-I%tp;m6a8;6OvQ1qU@a!5>CTPA*)at$R4K@QL=R^l2Ibk z_d31bpU?06&+qnq-EOacN;uEw<8dF?{kmUQq=a0bu*>(uAz048d*Bso9ca?1G}p)8 zIg*!i`G()3Il`Tl0Wi_r-&hx64hl&Fr~&5r!)l?&nh^c|RMm4Uw@Q-Qs&8dult2Q#k z5+WZ;Ro(5cP%KtQQ<-6GNYazDR=Tl##{(14S%=N{9OPDJ!QtJeVfUX*@}!vHuW&NXdxfaFqJl#Am(OYl#`$7(q%3A8CXQ#2_b@Z- zg?X3(`#8JnwWf=yv1is&P@Y`;^ZP<{*qM~a-%k;nqp@{$=zSPZR2Wmz!fgv2^|7x^ zT(rBn%kU3MA83iw{L&i&ZU9wAcZ4vgD?XVoPHfJ3}ev-Wb( zCwu!DcgIbu8I;hf8y&;6jg-S$)*PaaST_edWCra`k z?1%CeTrA{;>F0m~kOFU68#vGK8#Cs$9m)cnEo)P|h^>*_;Ae1hn=_$L@qsyZ=0_R( z81t?hDCr%tA$~LW!2T}AUpnvQtBXCDD6ugy7&?iiNnxmgS=Cg?1tnEI#K zJb;sob2r;n=Y!|jkqn{h5P5N^2Vf%QcES+*E-{6ooo)IDzSqthT3gfPalAx1?hc%X zGH`0{`RC7td7CxZGFrc6ArN!BRBhIaH;Bf0fWEM$irQ1cz1Rr_q99DDVu*lviO z91giH*Sf7%_#4&&bbLg3dadF9p#ce_HJgl_?kX|WsWy@}G~*YZu-R=OkKILpCKX$~ ztOnyypMg+Ube-Rg`-0}+TufAy4#qb|EmvkfV4HWFLkJ>qs|S&)Ie#cdbt)qzg+ZhH z=B&xV&*$kBZmHn=rOI*sBD!D?lYHG;&Lxvwi=IwA<# zHS!sCq;l~fCI^PI2Xm~2u5VG;R*MZx7lBzoR6$)!jd_(|NrkJ%0QgFx%m%6M4~iv# z$M6=f><8@*0wB)+dzp&aV*O-67#C59A-em*jgTcypHJ+5nb`_!Hdb(G zM_v&g`Mef){h^)ZBlqY(IilSPST6xte2dE>9KWO38N17pDg`#4W@U~ziH)kZh94-# zd95w}_x18m55l~Pxc57#@k=ox!hYRb@9us;N-2X1nES%Eid@fDXVg|A4-dA1MnH{} zqOF}N)xQ|r2eRoTFuaMAMJRG;1Jjt6D%Ec|!>#j+A~h<@u*R)W8X3}x<=(`+c4K|& zw#KmYU*AfE22>c*7%YL<3ZL_&O?)r2-3a$BbpzyJx0UmNN0CGQrGl{v!()Lby=y&T>K7M#ZS&QQ$pG6Z zV>NND4JD`7@I{JF+^Rm(qTDTYS@~U(eiCZk(mlkZdV1agQz7p+|M3Ee?ZMN98(fDS z7#y+HpU?nh@P)k{pQzOKS}F!?$sNN4XLo=-xYwmi*zKHnxZiN+yQtdI$j-j1vpYQ_ z9hZ^6V?AP_a#fnw;0}TjvhJLqO6h~G2w}~PGSJ3{BATlFjP1S{s5iD0OhdbK?wQEi z@FGEqRFrK(Ligoje=O_SeZ{Dd*Ov>4ap?_>VUrxrFI#wI`uH$I;W7S=0?g4lfR*&* z`YeOQH_rMp?fY*$_KuruHnljb3}V8)RgmfT%wwsrofA)XyrA&{ zMsLo_-Kq@SOxrCF{csys+zw!e`nl1Ua1~9w@UUkw)NZ^>Ol#d_*TJtzwG5O&V`JmI z8~f{^Qn9%Mj31V!@$)fMPPSxX&y_R~ekvB+uf2r@yzSCgH;~ijl9of(ZWL~`1S_MP;9YyK2m8?sjPD>DcYX=`!P_OYs(EGvkfXceM)?`vZRyYUU))Bq$cU9u zQ8^J(17$*~DQT3KUhA&1 zo38xG3U|`myFAcg@b;l~c4^_lYJRcor@jh@hs^T``!T)&G#VO!aGJI83hU-*;@+fi z><-fg79c?nsM9D`{nCH2&k}K~{H1Zx&agzZ`v93LkAC z25jeT?O#W0@CF)4dl{Y`9CTktcqmqn;yj1s_Py$f<~5)R)i-wgAmXDp%xn;lql^)j z?Jp(VxSy(j=!24guGO0NCBJ!53#I+1QS*QAeRh!4wS9ug?pmD>Y$hgd(>;t1AH6p0 zL})xu8w51J8~zzFaSmTK@ET=@Q{W?L^w8Cg2PZgzX9OMMsY;q8poB!Z!WT8zjSdpo zSy=Y?Ui&^+OXYtLeT4Bfda>Nn!#|*AhFlM!7+ZB6nr6?H);3hx$Tp(`bbjxTeZTYH zCr$f>=0>o*G$DQN74{p?91ui_oMv)3qE1>zvO&7#%nU2v9y@I&+rTF(-wA~HKW=p| zYOZaY`-T(k7?_O4WsEAq(-JFX2^-Rokr(|rgU%nX|H_JKU?Ln|YLZk{y`Jn=F|>CF zB=IUcz`uK_y|8iy6t=bFG>;!SLuiZ9vQI%S>>Dm;{owZ)ABV3rs${<^qK3wh@B16g zRbO_H=NkY5a$F6R2t?m?c4TSH{yUHGD_HBqDkrH7o_voa#!h1*prujssJTMT{fyzu z=g+Qwsbzp0XYzl<;J~(xMbmb$F_Q3(>7PQ)K0fvY4h$9h)OL?Dk&V|t_^NdW&Iuz$ zUJE?um9$9_dHFH`w^P^Jc|V9wwu{Y=-nx8|{>_J^ZN7$b7*^g|JD#b@7S_?UU;%{~ zv(syc!iV*HVG=olOx#!l*7dQ{A2Ei-!-Q53C@TI-Anu+c1Py`IBtq-i8Ci{Vl@9_T z2=}^@8=0A3tLNv-#O+YCj5tbV-w-*N_VEQNL>J3!AIP9|+)(zo!J)z%fYZI1C4T~M z&FKBE?Hs1d<;;6ueJH>0YnYd_-I+rEhzq+kdfM-gU6y^Mre-*2`4bqlbuy;ReK;k z4|Dxn2gV!bv$C>4fK>8+()gdoI+gs$x{=h4t?UzcDB_AwA*J~ni{7cXuedKHU2rQ*MF` zau#PrVYKAt&6{=F!6lWM-t{{ZVt7u3}VH zSi=vv=i7DmM3H%2joCkDn#er$Y(! zPisVZk*tsNAGvoerA+3=sbOn}ct`g=E2(u^N=lv;k3OkYVY%%S8V(%Dxknn8r<#sA zph0#QfK|>&jq!iLk-P%w^cm~H(~-Aq{U*5ljQ>FFf6-2TH59_HT)<`!6j%VrzTBCz}{{B8QCiKo$9sEPL6jYM|}1eB9hzp zeJiawGToc2n*v?dVL-|^PBG{X2LHWuIs@!l*Ru%+))|p8&v=Ml>Zw&Pja9KBKJY6S zOjU_bKaymA%~dhRI!;ICkXA71JR!RNjoGaf07Hk1TEL%};7rM2hvyZx zjmrcTK3K+oxX4U_3flIarVJn7tJo?BG`>`88)J^!Vq=(wH3|?iTB|)&k9@27JEm}z z%AZes+5A&iZmLV3=c_k-Mlt7qd1U(iL;bW90YYzI2x|zCQ`F!NhEe2ekoeqPXgJ5V z<3>jJ^zqN<3=&IecF1ta_WAwebo1+uyHh|ZliMJ%BtM`0qEHri!9ACqe4aqWm{gcL zX_5eqXcI+vjAZDb@IAfwNsc+gE_YAq#i3o0fWo$s|n_&?!`ORm$5n zf&#Iam18yL<$CHguccM{Q`IAd(JN_>lzfvH!+g8aPD5wp7DCKXs065~sU&_lN_kk< zeMP(Y2c*sZB6QN{!s+v8M-{cl#LAbg<8eGyQ`b(C!tEnl zj(`2~e_aD$W!|e$B_HRlgF4S+cz>jsEbC$oHc;A(F>&kP!)$Lw&E{ukZwv8G)eDn1 zy2q>$S_C@ama-bPNLY~xWrAp#h zgNc?;$^lg_*#J1G-3r2cEfS1xz?Dpjg`Hi6{JGhK=<@yTOSl4WZHTtORe#{`Pg`r< zOmS-RTAU8wYD4F)o7vN6T?rU%)pYu(v!i2Funbs;h$3psuENOFOrJe~5}9NDC($Eh z1;KnDc#UJWKaJjwZ_G#g%kbUEK=nw?DSbKcAmm!|0C&vILhZybUlt>NnpOC@)gCv& zZyX?z=&DOf>J9F++a8zrR&!VO!XCRSu{s*<1ZtDG!c0s|V5?t3nE3jE#GuyN@{Mk4 zOsLBCiI2g|fa#qgMc=ODW2EtHpZ%YZbUZ6+zO~L|Wq0!dXv;!FSro zWqIi4_;~}&uEx_&Za4%C+ptZT-0%@hkFERGWR7{5*Yl2x{VmfE(pMY3IWC|eBZD08 ze9@Id-kJI0x*cvgOlmUtX$f~ZA#Lz%m(TwFbdQcXFDy}xCMUrCdJb?->lhh0m+tG_ zZDXI!yK&07&Bk1{GhWW4;fhD<986pHqAcO9LbIK)bAn}4Wx6a!Bd_-^+6Kh7^?0$0 zrHtr#no_%o_AjHLG?^tVM(=X}nHq?2PV}#Ihh|0vuml%HQWQJp>{Cp1jv=(uX znNR5A@2piV%mEb+rU*CLW+o<_oSd)N_N?Dp&Bxajhrnfc z@$_klYJZ??3SO|0&@FFLZ@6J@v6t)qNF`{Fp3aU;=`$-J$(~;XT#C+oAvrU%eFtmF z0l#$-_7`V{56GAo%vOg{-M<0i*{!W7x62Exxj_TTub$M`z3$l#)~+Kp}e6rZhx&Pv|=F=@Ei<^F$Ln zZNE&ViSB;V2UPf)0Fw@F>}}ot4lplmJc@B~?m6k9ka(z}J?gLcrM>e~ZgB)fV5xK# zaV=#V7}idA)&mwed(kaNyXyb-28mX4ITTx!=dc_X9UODl3R99Vgn#Oqkm);3vZ?Tqt4L-B4h$7 ze|EdwuNnTL92saG(qthS_g5TifBVv{$(xzm%** zIBcOPEKJ)g2baiYYty{CI0&t{p>MNc1rf!b^lKaVBk!lgPWfWKiK&co>xJ`{#LFCK z@SD=)!#Fs0ZHY(oqLayvA$r|BjoIaNGNdk7iNsO2`1^PFHz%jfu}9nv(e+6mNr;;; z^u4Z9q8*wBKnaeMh1@JQCL1H3mKrNCH`gD>CyT^rYRK0Is z>KSJur!cf?Ig0u6pK1Pk&yNNH?jbailABO_TUL1%=c#Tka(I@<0m~p|_(wR)PJ^%s zEH(Yzl^KF?V1{d)Gz26Y?cC00G7}>&-&OE-c+_Oq@)X6nr5rxVwSuMbQz5*nUbh$- z^tK(DmH=uoeya5G;L$tJOzuY`yIhTr=d#@(I9o;B{R^p$<YLGgKWrPljzQWEfJk@znU&OL(AB z_)TQaTKR|E$Vi3k7ZMbl(Qi`G&mJYDE2rr?OTXLlaa)7Xqz3f9kq|i^j~xZ0id`eu zjfcHwl#>$eg$=2>@Er0?9-~lmeHlcZXhYzHI;cH*VxQ>!u$I3!7o~rz`wqyyNHl)b zt@tOL&^^vc(QUzfU|K3BU$Q@ET~)+>+Z{Oai_2@~E?b4USe4qX$y8u#k|0-v_@tX3 zh1{8?+~WPPFvgH`)@#ntJjuTObWkHS&cj>G&8kH7GR;u_y-N#V<(y6Y?c%#}C7|TO zJ0xCOlR(|Y9v)4kv~np|^;4h#P~g1{SG(f4rKR4loKf4-SPj&C7^s|bJW*54JjnwbG@3a%`His`}x!s~qHIHsqS=L={NtoSlE73w+5>XGL=k8q7}Qd%vq-4oGI>pq`}YznNIo|GXeHAG!lq>RMpcRgQ6gwMwYD$H)?tvA%4ckz%oz zTPP|6foqidqW_ESPpv~We98L0GH2hB3hf{3$XdsF3v!Y((|L&nq0n2^&8+&2R^>d8 zn;tyBi1nVhco>bjf5Vp3T;fyAo*`6-b@;5#UxNYc^p{4$x8BueN;!L@j^zIZi_;U_ zu0ww*gBi_^spLPw)?Q7lzs_lGk2KppX-1*FRmVQeD*RQ#`&2RIZbsZv_Q3%lj&AU#mhf!1vjRh_Q z8~Kbto1m4yi=UIF7PH+A(GVv-G5ymi3Tm^ubTj*y!_s~bhqOxQ`~w24jvT+^yLzDQ z_SX9ZN!J^r_RqTsKkSvXwIoHkOvqk+N7!IL5N${I&5d$`ryOnATYl>wBVc*Aq)hxO z9IesIQy700K-mrtdHL41pwx?>pHdTI_zmS2&cytoea|@Sl$X{RH ztQ!)aFXuBNR^{-G)~rw0zm(og$$lh{&c29>+;Fyi{D*(m6aTJb!Dl2^uI8N0#m_D3 zw<8J4YP?Awt+~`+HxGad#J4zpf;ZqMBn$iNyma7)h~%|r9~|%QF28emZEEaWv~?$kthtfPg`WAp=I%2lYKMJ zyuyx?qM-vDntk`660U7p;5&WSeUuPjT+9C$jd!@Z3GqasNyJxxwx-#mH97b85icIZ zFZDiNHvHM8z(8&(^BEk%4Xb*y0|{`uKF zZzE~BJd}D&ID2KdjzLEet_Pm)91rZ@Cnv{I`QyirYbUlDyN-AHsI$OPSVeysm3w#VA>#f$iA$_M+hbSa2s?SIXd;&PZ$GWw6S3IB)H(-K>h_W!8lRf#WXg3`&)1euQ3h-Tc-$4EkCVNA&CfUNXs4+*f#HDmvITCMh$ws^RD^{> zY2pI~o~9knNb0aBn%Yn;e{IL{xdR973JbOUDSno}zjXxceC&M+x$M z6UjrgH)%V=Z?y;!-561>K#V)Mjb|jtACgA>Qt>xg>;y(vy3DPdoYy^L3K{H)RO#@CPaWj()^5aQfjJ*@m(d)0bg{7&dZI=|DNgj&&Po7 zg#7`G-&t;&+=Zh%$w?vj@La%K^VYsnP#~suY+|E9F4!-**3)O-4)jmBroya)GQ*Z1!E>5~D&E33BF_r;sMVx(kz5U30Sw`c|*3 zM!o+zd|Q3H#HOC0&+}_|^7G?&+KUk8X_3wfF)q0JDoFj)FXDn{-A$?6a z_cMzUf1ir^`~Bkk)S|zbnpLK^4gs$7hFN0;a|S+ulV>6bQ*Avnpu!kr?@i5lqOf+J zIZqD7wN2{a9j#cLW9)EQ&3gkQ#bpD1>HxE3Li^S8riipPgByv|qj9|F5_YIPes5^} zKbL5H)tAlwSUJqWXoxY3^poz#fxG|nTD*ga>*(NwU^fpoAs8waW621ggfMF963}0S z8>q0+xsHv4Xl+e?2sT8^K`z+iTpW0O;S8#|`eMX2=gEufDZG-54C?LCA*c_)PyIOR zqi7wR`j!@*ngW_{g_lHB|=HEWs>{`b}F6FaGbH@pd7~ zN=QIVwJVHyi(Do4aUNNa|L5~4k{hh|vyNP$a-?M!T&8^*SoWo0PmM;3a38#TJO`DS z4Y=P6EZ6@^r^NA3odI~k`r;^G%DjI2!mZgslCAB~(BIWx&Q@j7RQF%dK>=%+k>Lzv z7equwH{afLBz4LHp~xRY3CSV0Q8rfA&XyKmEPTdtFl)rysdhs;$G%edI{e4?HoKl) zhvyzv>Guoq_fL1p?!tF9L8!bpWlzqNuAG({`V-t z+}g<>!Dm59SU4BU8ju^t*{ZDB+(_DIM0{Z68B2Y!v1WJik%fIoaL=ZO34i>kUE9UY zZCnSj2#BfFL7IO>wT*hc5UTxzYIK(|4+&(jBS7~UNcvBq&>{r9hJC%S9_ z7_>hui*XS?11E|t|II$@N~7Bj<;l!st?_}+oPg(BqL5=<`5#O3dKJF3F5d~tN>5~J@=IDWXCs8LE5L6rWG)UH8mHP zmO8Tt0IuJx+Wdc)Fv2%zValRohnX}GQk4rR3yyt+qtAb`8J^s8zj>ze07%xA9pF{A z^)$WbI~|3Of4K%aP*5&7pg+SM(nS2VJLSOx9Q#XXHH2QKXJ^N^{+gMgYdU4cvVdJP zC%#JHMa|94Rvlkl)=>yH;)2H>F*5wbV0K&8!1r}ai;K`-sGN(RzHo&K;yToc?`U>o zyo~Jnn(MIe$_@?=F9h}Oo#eK^p^xF*~_|*{hfw6Y>dCOgG z+oDhEw7a@(ltAn%L%ci4)`x?PS*2RqLDB$e=kM;OMQxD5nOPZGFfv;m4Y;0AF9M;S`(A5CsHoLk*KVX^+SI zA2hl*e1hen-Xig8hp_yI#4XT7uz(Z}*s7@92~oE+d=j7i8Yp%grj66Ax9gww^px>Q z3XQG%G)G#Cb}594-mfG+w{l9#8Y08bpKHvPR=^K1IW=|SGu|jI!Pm_LJUwGp>M)*90Hh`EHIMd!K?tkoQIezo2aay;0+c?bw5o~%NR@j zG_~GXeQMsqOxBgXkolUl!&btX+R09i&=r&+nhH*B*HA*A2uQ28#PvWBbnxI#O6>V! z!-r!t-y>zY3X$DAH_uFdC2;LjhMV4Bs2j#_t$VW+L-owV$_-Y8D$&C7s|R}*>eSF; z5!AVl1!9>O`EV-}0~_gX@;aV*w1)f#WME=ZaZ%L`jQBodKviJD_}JU-{#P$lXCs?o zhX6HNMjW-Cv$^+n7fQB{Ochyq`PUDZxQ7g%eM3iTZr+E^So}x{t20Up?9rbF7p7LT z?|q%+)S1S4xA0|Yad8guh>xpZ_MYkxe^c57NnZe+BlS9;BN2k@>VucsZ3hH4|7P6v z7|Z>-4Wp;6H=-^{-%gBltZUH7j8!Tflbk99g6J>@*fhG1iTKSc4@+S2Sue`gM<5Fa z9efk~cX^1HD{eR213jaJhB#&Jq+QC*@}`!`PnK`C?P`&7Cb*dIrjY-_7y`O~ zkrmJWELbVKoev+ac@ix|o9p9)?7$KLuFz`x1^NzMdT@FgV^*eIG)NwDIM*~AFieUd zq`}G0KUJ@@dcVl!Gsl!gy39#ClJ@u0D!Kp4lO&E7>D+1>wPx1(`e@%?`NYwnA2~ad z&PKOAtYg`x+<{rWLCEZ{Ux*FERFo81J}9((!a5)n!t*D} zJc3saT$Z>P#VGgu;`bfkV|%_HSeVU9g4TyUatgLY z*{;mhKJcCP+)Vrq&0XwMJZZ`Uq_>@+2?E=w8{a)&g?7q)Gz*jUcKL8GJUR8D>U+6U zyEPB9{p3_Oj7masXvz|XLkkc7`?l$84xI{v+!v+6^Ddw#yXHRZBVq#+A z>gtMoFDHqaj+dX@7SSWSmf-UK_o9KPv>D1~2Fmdp_t%CFuPlA}x_>oT7_lGKvzLeP z)Yd-h>C+eeWl{E^Kg<|}c0`}?WbjO2tebYFX%U*A1=YcHFyua--0y-+16DELuKnIiGhX)#M^;y; z8nnxC&+^(8>a?N~zwb2ShLfA>%)oXQqO0EG-{+s^28ndpzixrXZ$aj`jsKgMolHfM(wX^p07AMfphU>HcN>ouz2ua(!3N>7ikhAO~0er?6WBP7&pSjiH&3Kz-1|6>mEF z|N2>|?11SAi-^SYDmI~@fh!i+qJik1J!#*RRvZ4lj1Vf?IDgd`VN`E+B_|cn9m3GI zPyHKj;&VaYKCBaS3ol?(nd@`@pZ}7Z0=^>j0e5h6GWM={zp$S!4bb%-kgNdG1wFf|6aoX|1WxlHq`Kr`uX+X)E~?* zE>mHzT@ufT*C1tHN=I8+c-DSOSxxN{CKzzUd^LcKy*L5R2)5MN{=KMi4su2N;Im8Z z2lOl*-pxPhH*_>b9?$87L)zJ(xhL5lzj2WNViyfSVkcU?ID_krl>8;xQ|<9Pxux6N z1;BjwZ+LANHRLQ8gL87v$7v^}_4r%QIj*Jnfks*Gh3jvnokE&=@wMvYZFRLWTb`R+ z*CyJ<={YL$Ec@Er?kW{%8EJ1n+MAD;@+if#s6D}0ha$1Eg ze~!Tx;T!470a!GE8PYNCAl*3cZ_GNI^)zm~y*L;)q$6dLhi{PriXY8nIT3z)nIVZ| zSIfs!1Qq@7ao|2bm?Nd-Un!p7_;GR|9o4u?S?20uvj+6@7@3%oA9}r>w-#15V2cEK z`m8#n)V3ZD0ge6gE!<*gctbM)m~!(&wRzBV1N{8JL3W)Pu1jnOD4f;z4gpp))7LPy zj{ZPY_TCG$sUCcpxOmEI?ydmrRrM8N%3B0W+(;Jo|hNlZCH?JC@2GVT+!( zzM)~aJAFxXLISeAI9uELh%}VW0jn!D7XUDVOE!*A0l$bZaBhQ8M%!=X{ry}#%I?># zPfHGgw+Ab#`sU^W6iD6W*hIm2UIXH(594n6+MK<|Om=WB+u*fxH8Ogg?1x9EukVb#_@$e5&=?3f{7v@Q| z3FH3Nm#rzp*2g8ROq_R)&a5zwz1KO0i1axP^%!CCe=a!v9n5 zrSxYtm{UMbTFAy`YaK2gP=D`ySN^B zjUhW9Z}i-ObL*Oxwpt``8mw~iHEIAIe#z%IHS8A@vNbSV0Jhz!)vBmlIO8K-nz-4?aJs@rHq~X zk$4@~QBW?^&rwel(-y zGXqg37n~#e$4zi{YoV>jIXVj4B(Z~IAB=97_YRAka`Q+7RaKB>^UJ4L$s=5N1yXm! zD88VR_6TW$xzDXxGticxOf{DT(xp5yG0~`+ZuJ}Yx?vNI4W?dD#eBpvrsribPFLqB z|C9e*Rnu6i38UAcausW4z7)k-24R~KPxo!SHhd|jG`VqibzB**&HF`z+nhYJSS&sY z;+}T(>ZTUOYwFF7Q-HW^iu1Z?XLn29iK8nRA)OT>5z)NMnj^d1)$5uZot-Tijit#9 zZ*hoH70WhjItq^RH&eoanklbuT^3T2x!nXGncA15>Kve^X1sB5U}80QYAHC}Tl~%(V{dD6RJq-gh8+<8ZTPwnsX;*N_uF5NHk$4&jH!%+n^{!%86O z32WhcjlWAkPYX0nxVOIgHoSygfti%RH(($@c=x3GxNE8%nw|X@b(wD|*b7Z?t`mK9 z_pVO;r`VR%T?yx7?QheHezy}nqcy%2*n*-BYtY?w7pU66B3-E8Dg9?mF8e$aSm_%F}tdaVm(M~(Z(9Bp>{#I(LR#I63uzkSy=Ye=U?enX)^SWWFDJthfhv7(HZ<%N_VhhH#TzOK7g0;UH)8r__|8@Ap@ zeQbwm&6JW?@{x_ce1~NKAYo8*@yfO}t>GlzvRjY$i>vEJY&cC&RyOneHdY`PkczLz zg5xsMLu+^Waj7B9@*ZFOE~6O;ttFJ>b0_a^tmcd6(2$4)>aMA&*^(2&;%w%`jp&-* zDjXfgVy4a`D=S+Q`Ukf=u>N8V5IKahJQt{H?}~kM5@2W=yZj4o>INFBVfwADtB1rd zb((jdLE4sT5QS_oDkh#}lW;K1J%{n=xGC7iyG<!w-4pkJ^IS^NjSW5^aU?d5#4TQO zi76v72FU>*dAG4`%6sE$=+HzsH5|M?nr@u)z#pvjumm?6@xQ+=?qKmdW=y}!QgtsM z7yOF;)4TLMJH3-5iW_COw^2`Z^HT?6PbO{bT^}qMnkID#vlpC-_CMb+ zw{X@SeEo~u{-qx;BeX>I4x|k_vIuYFwA?w*if$9BY7sP7IFjCBq2k!W5gRG99pAo= zLwOstV{co1<`3Dl((GUN1tBJ7pT-w2i?F>k7Vei4pgOVW#Q!~ee0$^HxDpqq`UEKF zQ@X+G5mlj2I*S%pyfE%BeR1+ip{#cTr=Sgjxz?w1Kb}$<8G1Hf9ymG(!ZISKt{kUA zNK$6C&fH;|m^u$cqy}cSdso5zVilA(|I=`hM-CFYaSe+&wBz16Z;5bc}z~OEruIP=dE6)l(q#M57Y^iC^4l zL9@HvyVr6@){pu59Pf4)*Bjb}M%uaSuqeEKzvmp7MNS6~hDg=l zu7q&LIZyaj*loSOo%27H!~_S~csr(hBbt3?qLpz`QF80k_u6+HrO%=lN^a9RH`jLo z!vp7z>$BsnTPl9;i=n!QtVk(VfW07tz0qo}4KkuU87-U+y2lgkcFAUBRlK+3ub;i`rzljW9@MWK=QuRk@t zAgw*izcFkRY?0QPG5&2xe4+dzF1f0|rs>Z(Kv5+h`BZ&R^>v0c`66d6{zei%n-2QO z0Kcz+2(0`P$#7%cF*mc{0JY< z&ISBMJ21|u1v(7$v4moeJy^2N$^>YQuEgSXAs11s27+d$v(|Y=se7ZS!n?co^&k3l zY7)zW>$9@6rAao>mOnU|+=j`Rz1==$jzd~yu6?B=n2w;_?&$r_K~52CO&c5>Om4-F z@P-llnu&AX&)$J#FMNG?co=Amghyf*z|}Xox?4g(;V!$ry$k*AFu+q^Kfl(ee^C8m z^DpOEjLX>WtJ_ozLo6^RmVavG@4wgSM9kWgF0+otpyrsm1JjJ5_9Ba;iFCZ@Qxq$I zx&K{YLUZEoMz*KgMX*HpGo;Y^eL9pnm&@W9FDpn!M{DoQAFqv^{SS>GnVxJvP8(V3 z0V$4&q1PHQU}tAQwjMC-~{noVDOJH>3$A}n6{Pze7WQun8I@^r)~>` zMzw3~!7lWDEd4W+=VRAy+80K>%>Ds`v`gmZJgT%lb55hK<>Rp;>?U--n8$dL$9EM9 zZ^<`$08bzkyyJ$8U5Rx~IYuelGhn0iJN zgI8-UvJr?T%0x9EH}Q?cLe^LT%Z|Mb7uPgQNE6+EWBy&f{>vrc6yBtLr&97d&8Ef4 z`f?`xy{%Qdc-GU*CV5V%UyY4z_}*%|3j0foarEMN9h<34N@LQK)1Q1KU*iE_#DDm& z>hBlnz^Z1(KUYx49gX^tBwH60WW}S;V}DOr&3etmexv@Q!M}~Kn;7w)cEQ{pWBzrD zP-M%udSH|=I3QDZOwUUj^Y=7TJwm4#aTM=A_8jTS?5kJc5*)_bjE5kP(H^TkRyBuU zBV#tUo{1C7{MS0lyU~{9<_bTug1N#b`A-h=&$egEqK71yD8hCDj?TOUh zz3-z{{DX-|rxy2Cta>De24wndG*qfiBxVlRocowHI4tJ(;X1(+Pw=j-g9ib z-A4mqz<8nuDSS~++R`^ zN@Wo^YzKl+P?M_oxK+!2Os-n~x{sm>Pc4YZ>GPl|NgsSUZw}{_Q0iuuj|YFshm0)4 zF0tk0G$O%%6`xrg)wy1Qj@$A|)(~^@^{qa?b%;;M<pnG&Edjf8 zNXyRn(0Wo>WlmZno}TtE!I^K(>2+)Yubv#JpHNIx;?L0D{|sjze2Gfmt40rfyF}yc z+A=xb&r3TBswxQgX0wkR^E>=(<*k=v0CPkzIM^M6OCK_7vWZ7oM>nRei-%QNjnh+r z0$7pD^Wpdk1(sZw&wCtlI3+Uprm+QjR7a=uR_cvm!jrgcn%K#yh6pV!Eds0S&giUX z{+_i`EYphl5e-UCE-vkFz0fItS0c|p#l`4et1UvfQlevE(1|OM(5a8LO{wrud)De* z<+hzW^ZpM1UoXPAbpOZgPJ+#R1Zg3mLy247e}sQ;_~kU9R$F!}0OQJFiZlRRY&&>q zY+?d?kSGs3f002Ccf*$e1yGO)mJ?k%Hu&=mRw(f}9XSbf_+|H#|O%f|Bx-$Q4s4lCas+;J?_YbIqC4BLDnkuQY+sFDSh)o*H=O*&IseFXqqmgMyxw*F4N>Ao-_0W_fY2 zZn$7}k*;~8r*_HKhA%%ANdaqX_$d?o;nphDMG>Y*a@~VlH-?wcNY4cDzb_?Ry6^6( zoiJKs-5#(sClX)$YtxxD#VmeNWr{WO>_li;1#_}ob8MDzaoW-CjimRbmLYzS)A`va zWb#|HG}(Gz<~YW*Q2zrV(vp%f2?=Rdy=rP|cv*j*JJE+t^v>d} zjqG)m;Ao5NBk;T#y`hCC7v?M78~2mOt+)Ew$GAl6h|51h)hp^yj(yj4`9q%PUWP-9 zIV|lOa}nFl@(AQ6t6NpuiOmX|j^O+T1_sKN@$(7uGasH3+;NrOpl_}(hvz-`hx&4W zpvKi|s2a!=qb4vO6P2F+4uU|^F+sGqjvn1fEq5AH6RJ8Px4m__Q;A1^ z=gAi;?b@}!#DGSIy&ozo$Wt?)bx^dxt23mK8~cmCif)3F?5wQefvqc=zEJSbaL5Hy z1=%uPu|)L)Rw*wTEtGI<5XsodGyqvoY!Bbngqm zd#+#S&K&W>kcbIvijf zrmxo;L6+*)SIRi{BPW@JO#R87<}@&<$c=K*o^_EoL)Oq)fV4hdgN|5m^z#wxw1L5^ zr1q|^h*y7CLx2^$UPK@15Q!J)&@^{h|iYd3`yfpNc%1ldh<{xuUIApZrps-y% zH>^+%w$b(bcd6|2O^_9#M7_Sp!Ln_;dSLae*7yufJ)J0|OUIwnBi6H*ZUDLl={K`48DXgA>+$>hLh%^y7nv3*SLLdB0Yqr;kKDAgF|QQO`)1} z>vay6Lj^7_ZmLpmu*)=2a-laa^3?9brh>6)?6d_y(5oDsnVHTApE6E{SGD^kwfe4q z+1q4y|6amPS^d@Y%!lH8Kv-&O&8de=lXwTGfSb@ z^egvu)-yd|I7YbC^%^aLP|anw82Zq;drBF31Fx5R)#-@MTfF1;yUeAL9=~lBoA%0HKt4xH(6Tva&5=IrNpqTtYQ{*Fj8%FZt(~1~>hw=%VCNoTI zwM^Ki(pBAYA`f3_O4s**pM^-@&?eQ(MH_LWo^9V!sPO#!L)lxE(Nr9A+``l?HOccL zJf*H+_DmFr<=MS9in(@8`U|ffi)!$fZjso6gEX#le^yQQ5&Z}k)l&xobTuN4`4&g6^qIwAM+Z|!Bj+=nl>uUkalcDmaH zd1)7dC$9x|nThLSnUWZ^;)`;1sVMdjO?J~t zjOojvDPFUb>3a*uts`fwr}m`MS8)UKoPQ`Jne@ij=66G-!y+q#4$PQho}8Ple}>5_ z*d8LAwJrKUWs*_(UiMavbl`IWS>B72f-~M;WvH+3aI>4sEsQ@Ezd~rXMzD=%(%KlB zJ7X5y=^^unxPLHx#Z&kWmKQO9j#}QX=D+8DUP6mn3F_Jbbf0VO-q(?sns5%BMBRc) z%*zDPfcw$5`qW*=w&($|g@cWCM{F<96GdN($^eY*rWV5fQiCvccsP)dc!i@war z8e_)`gfp1GDXMC92_N&v?BLJ>wA!zwAAKDO)37`778pP8%$<5}9)C$Y2?6i4$tfwu-+CEh z-d$wWzKA4*-5SKEjbqocvfSmnSo?#^`0}sigxa-8Gd75B-m<0NHMMSLyU2A!(v+7# zJsjlKvIUlXWeT*F&khm;7iWM}V%fv=i8q)Ko7z6b_Pjhjb_yM=PkOYi&i5vko{6=U z$r%!?j?R|$8pHIHnN?cKwnc~KIMb20wltI|WUF7gVW$(9I(Y(>kh60>aisd~UQ8zV*H8>P38-m!&|pEk^}Bx;}aAq!gB(U#qln zs2zmk*1{g`mTf?5P`oLsMKxvbJ5 zA$`3MVaePA`pM#Xg(la&Pfq_fxEj>ZD$zr|_HO>F-}#FL^V62O2S^>}-C)8T_(SRFMPR-6lY^!3~C zP$hD7gkhfAeLp>b*nGw9?Aajz54f4A+Zl`1AJI9lS=s$1oQ5QJUc}Jr&AWHn;lNe0 zkrB>Q)Y}fT%l70$zi{cGnS30z$B364kZ^$AA)DBK)?O|>%`>Iqdbj$o71L7;5%%M} z_wyz=CZ0DHRZ`S~O?~4J%r-wwwPxuOT8d55Adkh_RJv|r;>U1;u+!y;=J(t9m)5_F z4s<b#NCKX9?h zb6=GSm{$|S^BP?Hb74Up(PSavN19MV#+}p*n(j#6$;tCKB{nB!^%M9BM(1;OuinO7<$QlP6eGOsbTs0QNfqykITkl?CE_p5 zg9be_A;>?0<|#3P8+IyWxA=J|;7O3jv_Kga^f2YmD=8^aR#ry2xDQOk*AX9KrF&jv zKkm7n?^wuet)=84;saHuC@NP0%WUmv3onJ{9E&e?q`8u}k;3UVJ+0E)M%it0ddx3e z(u4Tm*xXCf_<{4ehYueX6%~E{cQt^wBtQSe1Sh3k%dc_Xdp3chCaaC-$^Z8*ckBA& zQQwW9#&)ZlvkC}GOS9JSoHBkaw+w~}oC9;tkJ}aWy??K#A|jx#_s;gz2{fQa{;Qur zJ&14@pG;3*sB;rnN81EfIqY2<33>vBMC%x9cA)N9KgQ3jtgIdT@MQN({`~5% zPGv)l8roq}rq0GnHig?HCFy?J*sM8?+`64K*qjf>Cfrt}PsNV!QF+n_KKjSKjahXL zMhREJny8Nfb&1)39+g8Rb+xyzR0@)|J%UskZOIwT>#WSo4-a(L@Pxi%SF+W6QC$jV zNoIQb!F0oQmfNBC#eMfuhv&U}A@lXp#z=Sw^_H0`NDz})~o&8;2IxQ#s-+$!V z)oLcd&;P)4_pPHJd26%P8|QZ9=*CD5WKfP~Bg-p&KBKgZL5-KkBuLUgOHU#4m3cCEL~&O5QuwV~d|vd!8kyX?tNj)C zBt_A>O>ghOMyV{nC@tNrmu+Avql}{`Gpu3w8`;3b*RSb!3{G-sJ0DsTOLNaynmuMC zyA?MORQ8pNx8n60uumg2&-!6$zz4|~Jq?JRQ`y(Y2fUftm0^FwuzEibPBfrXnzo;c zo`LPEsu`L2M2~XULoU2#b21!b77gtQw?{LY?n>EnJ1?ET)uEq!CAic)B51SIW#q&SeCJj zky>QiUf-B-u$+C zPC7=5xNKX^Ax+%U7pqtaRP=2UM}3S|0TKi4)n@*M}&%2A)-1I

    1. >(_Ork!;K5ZSI`)Z4AndL84q7jt2=xKDqCdx>6!Lw&j3EWL02IF=) zA@;;=bVZPw;a_>WGv@5xdoAq<*B>?c?c2lcja=3$c0=YYY;0h;5Iy^|Ey!{KD((5@2-Y{KdV8*^qYdFa z*aYV0oQ*pSmN2cb`PHk<5Dht`f)y2JiHnPi>h@>ZzWo`JL{NN%bgnsNeEtLzwjdToUFA`xNX0rY>7_@lT=5R>DG$NH zE}Y$eUo+g(r0jGB#z&0ZJ6h~2anUr+Jhs(#-cItsH`uDLow<=KYgcxMpg;U!v4Muu z%jeJiSe{SduTe2!0b!3ch^g<@vJ)?#I0+pQN>3)tBA4aTHUgS1^?6p#odf49KA$ z5uOzvzNdh{zXf5fp`lbn80ELo##RM3eml; zS}ddbI)+1u7B5Z|_{CnmTJ>u}-c8s|5=s$@!FmSMbbarjbhQIrzz7JP>({H-4|TRV zxSlz)ha-V&XMY+$TY)PbWP2`eH1k)1h}EgCJb_VHwq^YGEf)!UIicg2!9xF8yZ-7e zJtU!Ed`k$J%pP=88SCewqH8+LIz(daCuvZHYW|=U@phEg?45rc7mEd*PN`D^>t5OB zE66KQjr@o*ou}U4ua8b0M~{uWq~Bi5psKH@CzTWx%>lUcxSdq~`r*CVW8~L%phSU> zXAzs4O2`I6ry&T1*$*+BCBq@v+1uAQP}cqQp8WHX2N%)bckLP#%nI{z$ap+^w*BM= zP&_+2EXSvJ*F*`y7O-!{C^26cG}vOL6XiOGa{S}$xi@S$iF%BK!{F%X#x1Qztjv+K zAaQtBkL*2y6Y1sYVTY&>hGAWPR7FKax08n*D)sE1FJMx}_$`vFon|KZnLr1###sVi z_O02U-g{B~Tpx+Tv($X5L`~EtkEpub^jilBvF;Ci+Wm;BSVzucE!t)<-j-RZ5h?&^ zdqd6*PfV!kjio=*)E|j{EM&oRe+F2XB3pXZ$4_PukBo_zp|P-)7|n~MeU^HaxORaIGX9J=0rR$oAt(P(SL>~NLXtgzDG!J1Hmo*8P};v2H_ zp=FGLFI>O@ypnw$F>thpyuhoF`{70I7{Uo^l3^O6XyYCE^HY7F&~)aeQdU-mTGk;e ztA?9gc5J721rQuiA9k6%0b>K{Obim;v113;{%wa-(~ezCQ3+LG;MT_IUPo|{0!x+7 zzt^NT#=_dVDGXYThPw|lJS6Myxz>t?mxv3CN^Rg6az%%Rgy`w(hg%O%PmA&M%a+7e zE%$5$v~>YRi=%6JDqe2Y`B5%;<7X+2H}x%*^n@8X*`yifYTyt$C;t8Re1K=D(pK)s z`Sa&NsI_Xie8-~9&BRB-T7|*5VQ_8Rvp*aquh1=ZyX8vOF^8vyb?X5pk==fau@xQI zcpz+cLukHb?3ms%(|cmp_MH}arjy+ei}7g?Cz+dY$?lVhzjNovcdJ%QJNUwEuUX-j z?KlKF&c~1YfIu-6a2*3w@bkF|;V;rC=mEoBLpVWX>+xosAcRHorFwwI@I&T{r9HJw z^`|5!fBo`hJA@(Yz1`iX0hPUe694bV^fQcRPJ%?KT&GPf4e}7}M!oPtidW+un_1PXg_#P?A?$>i;n*Tn- zfxY+yS%0nld-i<7nFkdC+$Rwpp88Bq?tj1H6!8luwQk)!-V_0?Tc)Q!(GH4i9?jkL zH;v$}@iQIuua|6WZ0t5da}=B^q9oL?0N04}92NTaSt@oC&!S8b5)^D~XgJ&Z!s6&r zp=YQ}t0Y6*6F*iQyJve_TFjQp29TYMj*dc-7R~!k^1RbkyHK%L{_m#Mms|@#=+sT z`Z4S+Mtig78ORwTYr{CThOFFNykGPdLn9-CWe+|Wf<-XtI4^c^{_~O+Ki|B43$pbf z+&mPoH1^2y%s?9npzm=2B2MxN-Jd>zwCIX-D{bwaFO!q8PRDF*#Ykl7U;YyRY+4$t zg}M0*Qc4}nuPvn8^`{(@M-CiFBu;GuI`Q{&MVsu~XQ+ZTOyk(_?>_(k`oD57Q7UMY z`S*RfDyopWL6sXdzB{d$Pfh%UfmOcS-+u{f01p*^>(-_+;eQ`7?FS0pK~7G?V6R_| zjfGVFDZu2($?|2g|NVvC*bUfTY=0$+ZK!_*&D1dAvLf2i)FEy9_t$cSG1LbsIglcp z1e}=V2j-~4*&aK_PyNqB$myDzMrUSbhKDy;BP7yQ!DfNT5;Qv;K1TPS-^nRL*9FL5 z=*96JZ~uZ|YI$&lpoGD{t5E(uwp>>CfW}VaT3{9zo?~Uu3aimEfpH%NEBz0agV+s;x?EfQU^Aea5m zcO~&dJn zGToh=+OY@_b*)gL;Ixjx#s1GP^U|OCi#&>mVv1b$LS6cHou`_E^4g3-#w z$=M3^3KthzSXfxvw9APTe=$4+86eKgc@GZe5u{bj zarB!yX4m`Q57ouvU;6#+Iif{E1ANPtZwq2bw;+c0;N{Dm|9e20Q7XghNEyZ|@7Pi0 zITDd4rmqL;&Y=GP98f(|Q$ns1dy59PgzML({`Z!=1BDvjK+Gf?9Gn49wC&4(@7py| zE&t07kDojdUOo6Pv^LU3mNP6DP2NpJ}uhZM&!_Il^1! z=j9Q>gn0G#fw7AbBRZ&2BPv2WQX$`Im@}mQvUQD(qiFkf-DBV`B$;-4t+N}3O#&Be zi2KvPw1OcU_ecR74z{oJ9A<@M*llQ-wwvd$iG|A2FrM<5n5!XhG2;of~qUwSV(gV0R$ZE_M$=Ow-yGNZ?tzr(6SXfI73_7b^T4|LN@VJe}G z6w|MVC+Cdl#T_D)Fk2t!E&+Nr>loyKcj-nm5MB~cqTg^mi)ue=vw;%Lh`VrI5mBK} z(L6b8t27$LW3FD^t*ooS%E3Xqf17t*z$LhR96^3eeirvc;?|nvJK1f4rNYv9&Dz*r8J8bJ7(o-*bY zRliFO_wW}&Js%$*)VmPCNCh{1{_=&W6TwbTj)4pZdkG*{CBf>YHF&i$uH^qv*mg~-P}+KLd=SL zi*BT28{;Y}E~2-60-XX6A8rRB5Cz7Voa6Afz)DgsEnffxy>UN9Atw=Mj_8GDseo{l zSm2B`Zs z!TRic|9+d6RxeT?ePAJ67C-eEH4xR|GgRLG`t>XNqT9M?qTQvkQhWF(YzRY;6NWFv zCnOMo0S`~uJNwDA*JK$@Fyv27TKY3W<|Q1CPq8#!)3R|ZeSK%dz=&*spY=$BUP=gs zKtxJTPEK73R18k5FiScBVxpp=h?~%(<>}{l>CaMOvALs6U5t|yIwOQnKwYW;$qxdl zh8~Gu@u}Z^pb;c5pNnZmpp?YP*S7s;+0u%|!r0U8+qbJMVnJE8_>>o&Ita-GoH1-t z^x_Ci4`J`WunQc=0csxQUxDrwpb7d7p>A;$dm|$kaFDS9+{rB{BDaY_>sV6Q@eubX zF=#HMY73pkG_>Igy9qSTu_h%ZK0W`<#@BZNXbnP2=0GY~|ycCYW$Je*Bv$LUTr4zj;`1wZLP_E zGc&7rQwnBzJjjuBdk$dH;WN>Q4a#-5Tby$MSOyLsJDu8t8A zlk4@(-@;;Ix*9rJr}``8w{)T$lNuidu^0^K2=9&DqNFT>XpP$6Z)auYi&__48IOO& z#!Z`EmX=B|I2YYR*=R60GE}U^5rzh7BPdymNU)t;hR&dpfPt(lpxK~eg?r8yuvsZV z7W*)l(83j&5c59#q_?UB?!^1n*0F)AD!@mLI%nFqQm*g1EdnCA#}dZwpeqB;6k?OR zyb4Q74BtmhN9E9?>yHG~1Bd*EbOzg%JrX;2zC_~{)Lksy%JRJ8ThM0Ei-Zoz44AK1 zZ2g&nnOk(8{)A)@5;uk^(|Sj@I|!rDwd*j!MQKslyr-vp$+?4{D*p~GEEo)snwuNL z#du}ErCQVDrXk2MNh2Lbsy%-yO?!ut4DfoyBYO0W9z#GSW(*x-*_ucDSc%!%FwW|_ zhaMk$t%P}uQ^LnMwW1dKqZizWI$~V!=Z-*$RzkeBH7P)_0Y^Q63*EWBPh!DNQ ziHOMx_{Y7yk9*fU4)qAXA4X&m--2R-{U0tGF1M~G54yq!u)*PL`9K>w=%7Y~1L%lI zOl${n-XkKKT*sO;*nJd`1Wp3N;^n20Yi^z~$_`TgWO5p}udlD4pWpF0>+oB>+bGtX z)W=~qA|IVWby0X=jC3P8IRJBDQ1k~T4KOc;v{w1;^7l8G1m~mse40l4@#Im|?7gsE zxiHh^NNC>O*~S!k0zuLX<}oVVOB5vomK;1ajQ0)6GMy>2v$F%jNQm%odf3ZC>33zi!NlA0E)3iB; z$?I+~R72z=D;l|**Bb_@Bh+bm;nijc;ltSk7Zq(w!?fc!!y_XMm1bdXagHS@5ffye zEcpU%AA3YX7-=I#E<%8_R%^2dD*}TD+*`Kf5BpVOHMY6>x6%$DIWmOgpVO)YaSiT^ z5U>|P!DV2g4LUiG17SA*72>)M_YW;7yGyrj&)$<0vl+%W;nZz8@{};gbm+_Y{i7*X zAU!WH_Ru#VS#A=h(&_gU5~3_V3*rcyZrx zEhRq)O!|6xO|(CZ$<6%=PfO2U1hD^Uaj}8g^P(bsJ+9j=p0O?WcRojC)I16Y$a%X( zr398)=)EV>q72^9m}RBLxe0pbK0sSIE|>l;SP!|!b6ag?^JzbL0!nm7lbbIay5hvR z79j)&QFcImy$a>vi9|&O5X?_vlj98&;uuO!yJ~RiKx`R9=D0;g6$=u9d12R|L%J7% zfomsyzsS9$Bph)?)plfFC}VdcyoRL|pneGs626so-Qe$N&gLwhiY-aP+FGs;Yn6qX@;>g)W7RCr?&>-Jb>>;}wiN*IvlRkTLI@ zI1+MiM-gD5Gp!Z0Mp!@j^BUrxrw|v2C&Q3zm6kR*^rRUA1EX+@uJNsc$g5Gi8HIXlps=8+k%(H>sK-hh!gQQuUQ2c0ilAri}$Slrx?I08|2^C-r+o-PVq(@Zc0yX~ zX1Oruh=vurYK3b&6m-Iv=iqSHYV|8yrEUgL4G6R`;hKXC4CDAIXXnsEXAz;`Xx*wd z#jQtp@&P=2)J8UJ5eHOZ(m40L3@VAl9{!lBfc#h?Us$Lxg{%~~_E*F~q*Csxwc8X^F1G^b5 zGUKVZ_qOutHQMBDfm;f=@3Er`&FbJmApmb!=Ybb;BE$k*Zvza5=rdsbZ%gDqNt>jk z>fXO!e|F2$QXH6WZD}>N4Hd&^@{*$VS;f*USz2e|$w23jOom%#(dza%2c^H{yLZ7f zh1L6lo5{=nh;u_@tN`dJLef5;eJoDkrIbH)c3SP;eFAr)VLH%7>ryTl)<#A~KH6ix znC4P{(wl7wp*(6*xhk^VgCsRm;pN`t4YGz-@(qYe=17Po~ko&S9K9M_s4a6M3~JyiS8nZN8~ zB(ZOG{rbYQj21F`z%RfYy@Z4|IH(4@jxO{A|vhn?jHZ zJn(8q0j_hfdw*IYKn;oDoa}6gy{XQ8RxA#A%G8l?-wU^&m-T%O%v{3n)|_vBFRced*^mgM z?}6k{eHjEZ$-Oe0HpS$8wsKVa@cupS#d$9;ob`yTt;%*trdr@o1$t2nThm-syB3&k zw|P_@;Q&W#pY$~Zv8`Pzq!Xm|?kNONVr)AlfTJVTQB~!MTt8gU{f32;ltFEQ$~yY$ zzFe5QH~YsHnK#q`F`X(0&oDJLMaL94`3wFJ^!@^L&ZmHr8RVP9+Ro>Uj+PkjEqf=<(3 zl|i@@068~%2&k|LHjkocgH#L|yg}|FInhb$lGMCb_c749>j$eK@erKCQ7PAZ4QM}z z+If#2ZH(5H+;Et!UErxkE%Q^2cUud4gxAE)OK6`z1jX)q4a$^T0*l&DSACQiTB9vj zir553FDGXLAf4>_?DcF*S)VcZ+E9(ppZ4-b3&=a6Catx#!|;IaBq@GsZW#a$X*ysc z=v^#KSFw0l0k4N2|auE8=~~+iZao{eZP8-Vb{xc9`1M%+!wspy4aY@>z9zu;p1ADMAU47 z*&r(>@_tY-KWif?hCX#z*zLP_B{@_13*RgQ)^OI-CEezQ6JW^vZ6ErW&bajR?DF1 zE193BbK*5mERBEh#JZ&wT!n{@=d15@gZ=`lP_UQ@r`025W{4mhI|v;e=#y9fZfOg1 z_+!L8(Ut!R_SrP)pA~3`7d@_w#8&tYz`a^kiJU|nN2F#L*r;Fj!*ud$JRYR(ST=T$ zM0eOSH$ry=kKmet3PU89!p4n;UCfRC%S!5r52;K9aymY~dC}W@T+a#B5$p!~SPR{G z#P2tN)YjlwNL8%4i3VWpXx%(nE451v{&pLI1|R}Ou%Dluy*aJ0dbQXULLhfyVuCrz zX&|;?^X2#NtE*SlO#-8ARb>^PdHC=MVco*wuIs&fe;uM>F9GNxV?jcwym2nwn=IyV zn<$XCQ8ae$jJascWM~Ug!iw{BZ+cEn*Rqo7-K^V(?M%xrb1{86Da*&zCME7~P;Jnm z5O>%AfWk9#>1zVUp5+-?;SMKR4D7@YuBTU$;B;cvZGOhcWFDi=92fNZLBC(sKoQNA zBZ#i-!?Bm79W#N;4ugpmT}2=6&fTH9*p5QoG$dI{I_}PXV=BwlP?f)6W8rG^^R;S= zZJm3Y(t>OR!n_tarDbKH6moCR$TA*W3m6L53bq8`MR4_|0Sk?h2mS#8>8=Kh`i%a@ z*@oo)n{c-(A}Dn1-M4RQ#>(I$+bBRPW=4^9deW^j7E7rvjAH080Ju-kn4F1OXsjpKzoU6wN^UM~cv0eCoZFJ-s3ModY8otplj90c%VB z9?2Z_`p>EgHc?e%Jc#kZqZSOB*D($Hpy(FUy$$tnP*kDDX=Y}|x&E6`8r@D>lh~!O zWPMpq{-!H*?cOF?{cZ6E=hy?}BE#k@+3F0laQCty8NmdYe-?hVK zhbh4}Vz~s`%Yo^~n@H1X;%lHyfql#a*?jnf~otRDf9-uLU*Ky4LE zZo!4oZQ^G&H8fI3BiDISh4zy7xpEfQ0SZVpLmP+|rdRptUK2~B0}|IojMUk8Z)|Fc zl8_)#;2I_c9zLD#U3fo2_sS#M{l;menttccmlPC4#l~9F6jqOGtg&A~-y1R$<*i$7 z&>Mw|pY`^VrN&q}$}0c}kS-w;F?jX&y87ueXB@x8C%9MsWIVKXJs1C5IIK6XUw8Y? z1(g3#i>Ksr@bEump5R=JRt(;++VSCo^Vl6A@YsY_tDOM}&o}J4Yqn>P{*|aU8cHb} z4j++7M9TaT#*0NPeQ19>?VrUNJd8ur-`TkUtC99vIiz(XHhi0k%J_#T1GwgZrV{3t zC7InWBFJ9)iGkLyFO)^k-)rS@)g!tokePf3Sa9h_pC279BsV+TaeX4D!tMCy`0Uue zy(SY7@g}po^9_9V%;gV4U;jk#!|V)tc>K=ozjtCmx=KM$L7|UdP!KFIJBLvwD(Oe> zHmX+WFoBoOIK`S?7;bK9slen{vcTkC2mV-MNgSI!y&1+!KdSE7fe~^&A3y4?f>Hqy zG7|!MKX-q1NY`0jLaA8#S2zd_-@%JKtFIrrD7AWFVF4-VSn^ov7zJR+I@4k?me;jd zcmfK#9Tmk~d9=is`cjfV&vQ(rYot3>H<~?Cym)nVJOXUchgXMM0Ij$y{w_rakl!rA zw*AR!>m*)XXuXDYVb=LOzrK-9)p(xWvINJKw+$|EXcV077m(qoej}SDr1NVm9pKx` zva;xk9`18NK#?tv$accqbXLXck>8=8ZxrhVI8#lT8=XD`ynBRa~~fWIS46L z#0cVXjg5w};+R#F)qlw%IR0| z9|ktRFh8%bd2{L>ngPcU+b)1Y%B+T6jsjKfH}L>MqSGi|EIzwLZDEwBN*~>bKoZZp1!n_JpYF}ic%&l z@WsU*7o@s{Fd7(jdtun){CQDjhgFGNYEc#B2o~mIFcZ2~Gf%$j{G@ z>R%GHX~a&n&nX%?J41G zdg8>xtR@aF7P$#v8h7vBt!>4)8ivZR8-7d6$-M@Z_`W>$a*#LBP4MUI_V&aI>wOb% z_M1=zTIa0oE_}iBzf{~?l-}-bt8QIAFPsoh`5{~2jUkVrp!Hx*4w|}?qShEqfSO?Z z8_IdOrlH2s(e%F^fq8>6XIJ7Tz$jjrP!B_TPhABav+usOzz?kbT!DV?2NSzkq&*;$ z(yE<7qfe!C)@hdGl#OB3~X7*ho@X!mu={o88Z{X|_o;jlw}nzIE0s-g?sVSFczZ&S5@ zy8*wQnF8+a==9Cbn%W!hK2IRff1aUU}EWi+@3r zl=uK-URLlYC2$kT1z*QFet~N6kOmqeuMo>b3Kj(E>kt|sxYeteMsV3KQ>uQBCezWR zPTbSE6a+Dd3>t}vM~^TRiAeNe2H`iD^YzI4IAbxJnmGmvo=ECI@dc9xTOp)CH>S*1 zj4!|?s#l_uT0LgAU;8Hk*jor*xk_);1ZWz$udkqArR4uSQrLXCKH?9&vn9kCVNj~F z5N2GArI(;@_YQGDd6i{x2a+&QM3K%0=sLWQT76F2ty>uo2)&dXH)C%gYPpCF8ow3@lTFiRCi7#2h+XntGCYAoh_1t{p zeLc(S}%J0dwOd4P2E$(^ss*pc8&RXsfXvm@zR-WQwfH%3&+Is^Yb%k zf>>z$eZa;Hnh3VgRY1BQanZa1zh(=w(fnc6hqNr;6C1YSV-JhIAS=c*J*KRsCs`QH z-+N3sv%zd!<8Ia;zHg^Ysa8L1nspD7A162%Q=egJBk^iBkIKu1ookS#CH(rFX&y3` z*4!}%itsax7z5G{P)$l|4a2I_LY3^h$@`+h=gUbMv_9USLKQ4JoR*!`n)^O14JHD@20yL9ow?TBufhd}@O+-edjo zH=wwE`t(T*4QIXg#$I`R)zI8`@ghk(YUpiqv+H1W@P4gX`icJM{p8&8@_Wu{I1zdZ z8MJQ_r0K`aZQjMK%}cP+2+iRRVn6GEIBjkHp}YI=7zpxS^TIVKhr{kT4({T6_x5eQ z5?;pKw{l9#h|0w_u~JflyIvQgQZ~z=Pky}p^H+_o%TiVdX;M?wqm+_b>U|odbcJBY{jqv(%vVj}&>9R#x#7>D- z&42sEwzeZj2ni)8C;$Ha8wGB(KN#C4J(?G`75eLg$^}Zh z-Dn4Rd&60#mmKH5`dXvtW%H4j;%t)}{)DIo{aNyi>%-~&rkiN6XKrRj-FuYHR&x_s zJ&+t1cksxO@!{dL%*-F%&eu|R>^3l{-bmEN+pjEsaxY3`!z|B|!omb+65jWbkci0Di|xp8=`U9V+i+D4rZkH#JwaY- zA}>vv?iV)`K~a=-Rr27OT>7^AgYUiB1VA+loXF0McY}Skn0>nQm$|(o%RTgJnNPf7 zHKDQ;##5e0&X>Qe&8Iczy58B_h_W5q1%o^H6B9#T3+$l;et(6s<(>+@n4?qzW#2e5 zV;`%o{wQl!ya*^Y{c#V#+>&iwS1fcw~H`y?!VS+_ogWQkiB*^-{y}$EEb|z)w zedaY;QlzdsWLH3hFlI)T8nJ`xt7p%iVgHH?3U+B_iDD+%=InMU(sW~SNy$`CQ4`t~ zkW!NZT{ki_rck6>-re0E(^rXNo}85#@A~z1=N{>;76v0XJ53y~ENM@*NLyKCTDt!- zt?LFQUF@0M5WC?cigWtmI`^}K%Z3@WyW#t(o;;NxX5;7NF!Upw-dF@gMnr7o+I5AY z?(rzVX?Gwr6z(3rAzfvJJHCa9R8a|JxACq>itYn@E zB~s3;(VAgt3w{junKiDrFmIacyG!48 z7AJmQ{PPa!Zp0^GgFi5IdXvfv-e!{*3Iee{i3-W^&oROz7iu*~MIN}<;ObWs!g$}m zdsW`d<02V7yMV3AqwflR=a2T7xFp=w*wV4sB}Mo0S;oazpiEed;DH>CJj;86=Z_W5 zjBA{?adJw#b4TFiwI7Ha-89@(F$K}84{&${i)p(FPQ%RPk!cu*q-F;NdB6~Q{GKKz zS30ztGik0VOU%hU7`}Zb$DyF9V8?BWclrA;*a&>C4IlgSiJ(NdpQ1&^bq3ciOF2tK z%a~Ne9;F^VdK9P5A{1pm21Z7NuEZ)vQPO+TU!{(x$!DLmt^T3seqZgZU;qyZqG|{H z5Ij77@D(goPn1q^;D@u;F{d4^&7?IypDcWYq6P-CWKpJfUihAYT<#`^z*hQF>*mh6 ziHXyQlh)uRHe;^px*l*4$5DW%P(M0Z)|^v{bR7}TvG2sTy1C-IVcghe zd3pU2-FG}`G?ChU!-YZ$D%x03lV9rN7oO99V?Fz}p@CsRr^!-+zRh;1%ll9&h<(h0 zkGY316hdv^IvgbM67=SUeF>o*Xr262yOtiSc?%K;gvR zXuMu^ha5MnxM>qpxIpsOAB9b#bvea(G$5=<|E$b9W1P@#G70#uNyp-;lTLcUd z)a`3iD0P|`XS3~ehpccDI{E;HgluVQ>v`#?w0^Z~1FA;SCMqcu=k*?(C+l5Pa^={QMKvxkDrIM?~7Z0}%nop$rYY&XIZ7cirS0 z#fcr-E%&Uj{7J&0S4Sm-Sjx+j4q3z4;3#+LeDP?LFeVaBSk6Jfa7! z%MQ0Gz_@bfh2L0NQ-{Wd-7^!P(8gTHs=$dqV1J@B9mXev>$B$K-jvi-2}|1rd)eIE zl;qpDL2u1ku_2jN{1D!r6gQ?($-uaM=gytypI3#3)}hfT1ZUU529 z!G+}|$O?gEf{i9DOfb4l-`3TI+H&o>HuK|$i=Ph&E+%KAd&zc(4l&LizZl;VC;xdu z!&H3!3&0_VufS)lFK!?^xw~KMBZ7<@F*)U_?EkujRDRTyU6e>ox_>@j-{1Wmv@_6$ z3Jyi;AA^zK%s=HqwVD=)tjjTAT(kPL`{JZVP=Z`ZAi00B$2+P(j^CdQ)w=g{7$lob zvUx-qIq2a%Nk93pxn&8lyds)*}fN^Qga7mwGrziN)B}qlXh|S3g(<~S9ja*x|oH~mJ1R%j;Ils zmq6k@iMeiT!IRsRCr6*h%^wr*-S!-u?DY1aL6c8qWtyr%B_1%q2gD>k2NepIys`7_ zKRcs{Sq}pB_EW=9sfne`b%Pqr?VD(aF^saN(r;A2ZH3v&42JS)omAN9~&;>>d*;6?GRHTJzI10 z2j+*)p%yjiGdr-n_#B?hBmo9A<15%BM-Lyy7;MP*GqZw;cLRXMmlP09fBj5`x@R6efqy~dEo5VCK7{x zGwc_4kuklogZ1iBDi{D)Rk)&6!GlESk@OIFS?zDXg;_4m3qKS1%8YidaIdE)Ie2#` ztE#D;ytR*L=iSWxkC)kJVv?PeWiI0GPF#8NM5$NzUA-XTiQjvNKXp3{c04Fs z2|q!|iRnFa=FFRu(dT`AQRYbcII=Wf{`m1!pWncB$1^yir;6>7-Z)q+Lc;&=-u z(l?WIF8(SG4`&$Hz~i2^f8nv(>D{C4yFS9?sH&(q@-@@Z(G7k)5Q=C)bxYueJ1aP- zV7X?^x0*w_tXt>j6br4(`wwYRu2IQN1e4sHX%G-CgWlH!p0z`ej>7%hkSpr;Z;l z2EPq})rsQNyu7{bnm^}-uZmri0R9@TSjnIzV*49cA%jL&^9~$&Ur*1P{ide$Z4$j? zb}qxt;1B`Pnv;K4f#ceo0(X<>^Z2%e71iQ#bv-O4N@CzV1`9^Cw8r%AA@B33&ZoIW zd)c6WV0c5JzR`pud_o4}KFzlt}5?>}G5+DO^TTNeq*E8!f@#MNb)#4FEI?}c450|5;24k(D>n=&+W4^nC zJsP1M=y4i`Vj*J^9$!oK?)<{w88oJpS5&B|VXV#izHg|y@SCeYK4RSNohPQTh}Jzd zkV(RO7Qbl#4;F(}9DRMxNerFyh_)?vJjY;*xjQbD8ZU%ionKQsGd_)J1PpUL?8DF= z@@9Ljuy_!+YgB%u2a;TFS=>~zj~gKvY72~$=OTnj*0S!OwUH8HBVigL2n{|!5yZLA zuW&bg{5)2w*V8xS3%d!7<-tRKb^t(J5(A{`Uh~IN-Ll5WcUcV+Dcg1^DJaxGvO4!z zoMg>$4xc$-6&%KqdeZc<*8!j~AWs;ZZNJ;@y+p9jI7yhlse7bZv|>6I@{uM#%uPDI zRRdhb8@1V5K_J)_?XcE_+R)zGdiek*gk=-8l%Y+pScWCwE5f~mb=w<7F5;m5ybiItJ`i+MvB}k7H*=c1j-?Z!|PNQfsxf^g^y2^GFlv@_9%#!jk?v{wL$ZT3upXAqwc%ZzNlWS<@$hThZcN|fCD0Cww(VLx*%H}U zG%`eRa3Bf`XR$w@)B@VQ3z1h!$;zUJm=AdUorz`0*rLxClF{kinIP~r`Ujt`Lg(7W zHXy@<`GucAc}h)L*+I#7_iqCeM!vZO_4#8WpTCx} z-f>w0^em`58bIA1b(b6$cCBiDaZyc0fe6Wk)s9{Q>thrG+W2Uy}8?1>#2w3$fJ|bL$Q0clzzB8uOTM9?o zL9Rg!v#z!{n>O}_;2K>BE|BLmtkS8ThN(37HIeWf`-wk7x0cG8E`=MXF~j`9roNBB zNCj|Tt=^jxBnw0;5`Om+C_3EjbL`_NuI@{MpbMz4K`7dYXm{_!g9~rJ@g-~KAjYAV zoDcDrw$-CrY(%@&19hV=j3@P9%C99%WH0$$zX--0(`BL)J@V!-4Tvy4 zxqG4!g%d;THt%_6`YYy8&k7#>8=q?dr?CsQ4%^+-p;1H--cVE8z8$yN-Gv1>Epzie z*f3oh>$-IhX>XYIM0^0DNu4-x;^(hlwJq?4VjA-QEcSD_Ee0zD9av*@X+u^vW-Bb6 zw`;WU^yNdY#?;v@VAo+PkVE#^!N3!uDU=VLo#>j7Ij^UuN0;{c)vJVzw~6z@J#4>Q z+uFFozo0W>tn5MnakTf0X_T#r74p29ltlV&2LJi*6YJrL`Hv98BIQ&xHGfI`^SpR> zS!wgeJ@+@>5+^HYKBn<=JwZ6swb4<1pZu40lK zdP{;3HFRIK4D}_7Zevd=Bby8-P%Jb!Y+;dla&9BZnhA%n&6DJgHfr4JUSW+D9HMJ^ z&iMZQV1TYwD!*J9G0n0wWbDq^BkbEY4`hUx!e&O%(g2m~Z&}Fvy+IVgNVa>ZU%!5Z z(7q#>a8pwdc2F78FuO&(yKR@Z`fi~7wfd<6nDn*XT95n~d9p~_8*+blH@}F;Sr-@D z#KhhB_y=*G*C}TNcovVAxamIEBkkW-%N6!(>;c8uBTVeR)`fPMHL$(a)E0wxSZfOt zHl}@U(MN*xBsUjW_>UPT2moc#hiy_70Z6~i=ODFh{hee?_b~M$s2OBpwckx>lr`cW z_q^(cX#K*pG-_BIU3Ic1^!4;QE~qAnGxL@`qBR!-QHEG32r&Gz;DJl}zCQ8auj3`K zDwO*41xg)i2&L&EBl91`i;8r3tGdUA;;4Ff3qQGebA!pj9dMItP?f_w=+DO!+;DWq zYvZ0E+|0JG1lYTNa^jX9nWZVJZ~Y$5uwTlg6(l{%!!cJgva?x!E~1+PlO~^4RQyG^ z5AKBeYnJ~!$56eEBx~#=>;*@(c3?3 z>@W{9yS-H3p+kFbGh5P~yom8bH(o?V*CiTLJA+a6^)aWmfn+MFyx~DRx)JYXR1*co zdy*SBoGC5`w3Zn7vh zw`8EQ-XkaPAe552ppAu|#61~{%voiuChZ;^GddhM_fW zW|(2Px(h)ifRe4~-9!M!|LccdDZ=doHR$w2vtxrH9l|7#9397iQuVd~(-pa!oQxvk zy45hdJfE1`W|Zm0^DE}w?F9X-*)2`7CMYT{4()*KY-|QqoI)nB2dI4#4TKkdez}F@ zNS#bSUV7fu&5do{I*{0YftaymH(|<25+3^r$rj<>1lvpq8eTX z?d3Z-b|JO^Q$qB9r#HAhe4yR3)C7)P-SPU(oABw}#|_|iCCs45rw0xTFoS=BI)+__ ze7-iqOhRK^1tdHQ&4KZK`2sTvI>9a~*WM#X?%W$S!{vqv1PUGRL@?f?t5_OpYKDN% zrYJjxL`FtdD;J2No1g>kRK>Xw9ZbtU%-$$=L|fnf=iyi(#?t`zA$Mg6}xH}?z} zMr)L^H!?&a zHx6D%jbn&umR(*W(|D;SL~Dt*JGA&BGoM|56%+)w4p=30&^Yin|3S~6p|trHdwcuf zgjK?Ph{VC9LHB$LwFPmDP3ogZjFBvzJg4Q#eD-k$7Gw_{w=3vk&Uz1`bx#2G3(qIQ zucH{=ww?66pkN72S|DoiDWd&u9t}tm2Q625Jh&^kkME@O%ZtBDrZB!Ocn$fn)WJH^ zOux4_Zu05?mKF|Pu0`~V)+y-`>^N{ZuIWcGiYv2CMz*)NLqbQj_SY|RVFJ`I>|S^T zSNL1Mv)D*lIT&mTqD~7|5`(~&>LcjeeA}M!<>CsYIglT(EkfCW%tOZHCNEn~Do%9O zOzm307*2J&jy%Kap&?NJ6K62plXvt&Pn{O?5xIu1*FgyhbU+;4Cc!Iw2V(chm2;&rJar+34eSl!R?*QB zYq>pt%%#S-0we9zq=bL0VW!uWMcOsY0pjH!fLCBSC>?u~V6_cr6>0zQ_bW&0$zyX*rRMR)9@e^s61Hjpa zh+tbs#4e{!fiE32wBWtt^8dpz$zmzvVC3Q8xCX8fv-=kMwoVDsCT7O6UGQ}1n<{a| zpg(l=wC&i<^xgijG{47gro^lK=CbX+-dF#-Zip7}M;)t68AKhOo!9g6Z7OHtGQbzz z6K77#ggNQ5G9FPtRFw3Sl@NNoop*jIk4&sXMRw|1f9jrF7r*R$hDw9|t84 z8QK^peJa9=|Bp}HhqUGN=?PrGfxtO4@_ekgDnleiY6m7u39S(@jE{^J87snVgq+bq z?`OD6x||<_^{I~QU}R6c5*umI4=a55kRdL8ImTCgUifGeXXrXdE%J*pr})JAXfbw@ z(W>tH6fTgSyHEhcmJAPxTcN<43+@)d)apORlJ-d);11M z3diuk6G?kXE`6NxHGZWSjT}^?^Rqt+<~wwkFbIawN`ai9*~=T^s!`IUro-O2PZ+R+ zj&`$ZHUZ6q<`H#@ArNGalA*z@jkKJ_jO;_b)M&1 z>s)6{?RNLhnXHd3^BW$B#RJqvD=Ju-su5da|9oQHXUKK&JZUt_iw;!F^!20UE;i_ z^unp5J3%|z3dz*qS;=*L&RA#mTyK^4UN2FBo!gG>J!Tztd*{D;SDx>Y+`C6d zAaFxqi1)h#LCJ4#Gp<%dLs~;!y5p;NtLxk1H4a2+8W~-#(_b5qQ(8aoJ{?)`OY5~` zpL^@@cqn~dEt9-7_vTce`?wq}=VuZ9>UXIf4aGcyD@sps}3jU)GHn>uMoija?&u0c~t@&<1a~9a^fBo|{ki=Ifg&0gKHcaOm&MMf-c96B1ZG0Pi zR^Rq{oR;QXx*+BoV)MQ8mA1LiY=VGVeN}C6V(!j5O4B>jtELz*y-QB+!G-|Ey021) z-{jhy4NIrq+Y)^(us1ue14Dk^{!7CHk*ijqY&oN|-tspY%o^q=T|X&XToP};Wn zOnU!&3>S}N@Zz+#6J=nog?*gKiHOPZ;-7J;PKGlHJ9j7XeMzKEOdM$f`g8`gjRJP!@+H(u-v z8*%&KluhUDg-A1O68XvQ;48a!@AenkOKWO+W%D_znaqnBZZQX@mAI2yrqL)r#U>|g zn&e`x>RG!}dh2GM&ySv-eoEPHsG}r-o_5&R>DwF@NJw78D@K9FZIY-0&wg*5$oYnD(Rw~K-nP~Rk33yVq<0`Yd2^f@DQVzoj$E7*<$nYU~B*-M68~qoL$A} zdoA@RX@>|`L=!EOe!Mb|s>fATb?5uuYTwnqQF^8(;4^F+MEORGJVM13Jz2u7I1otaq~2a z&|sJ=VU5Mlgjv=z7Z#A>4Vayyj<{V5WLMq1*B8O z0+QFP3#6Pt{@TPS8>|9p@tcuFqIU*gY$E^|*$OgU@b$$5MBMufV?C0!bmuVdBYPwtq3 zm6P2sK{Ng}aZF&}P1u{u7{$$4k9TdO)&h zd3gY}Rn!8>mFe-bu>1(@okOV1qM|A;L~l-uNk?(tlSuGOHS4E;b}twS>6P?-$Cx9y7AWxgWSJdG;8Aw3C| zi>&iEpMILP^Usp$5QWbiY;1Q1mpa4nlU$u^oq1gp%_&W1MQ?Y%)5Jje@CjfK76Uay zPQvv?TS)U8eK|{K61L( zMAD&{jWicMOflLYyYs4ph{Aeb|u($K_UU#5RB)1&cR^+UAdjKwbs`NReyI;CV z^Sd->5`Mc#)h~NbedkiEEbrKpLvLA36bo~--v8Y|A?XkyB7`vz-f+HDf>*MrE7K!t z#B|9_%gF9=3)5 zjJUbFO0$H-vIc!j`uhG&MmVL(=-BqpQu0>vl=<#8wG{0Ufrz`SG#su3zYrb>4L_BU z{(vI!uzsLaj&rrk*!#wlVo&J@{LC@d_2X*w$GxQM{}|!gpFvf!+bAhSMR%OMI-O1! zsk|Cm1gve-y-B(l71@J>50@LQCwg%)ZQ1v^4LB0=Fv1`M+|Ko0H?_pSCrHC$b{R^G zpC5A)uZ9uhdh>$@9G_b2j*2YbJu zm}uGW?X#XIYP_2(t$v^6mZGD`TbvaZw^AL<9`JMUjusWl(fu04g@o>&SJcm>yUIaQ zg7O-sHTIgP9*JtSvmGPdLmC8ioU!ViczCfQ??gRG@E!;9QS5mxe7#p%b64zICSAWo ze+hPBmiq|x>lQ~>*E!fLUbB)?(d95-V@RvNmN8;;wGjImc9GxlSIFNeaIZ9(suR2q zQB=9|A-v!PHt9X5JkFoZHo=TN!+qZ?CdJ?L6u%vj+ru9x{JYD9y)WtE0bhHW;S1&? z`n2jGC+^bHuCYOLzM`IeA+rgqk6j8ovKc*pdJsj#D1qV4CWqjoulFQ0#L=RNh3P!B1 z+8<*!e)uP{%mAjQnG!5r8y)5)3b?+Cc)V^j!lAPN>tk3J=`A)qa*|y_8(i>3mp7Y@ zN%IK-+k`Hz)x5{~O{4$8;AvK4(mrv!twLO9&eAM$w;!?X{UrB+ym#aLSG|ONAxatA z*%z2=DH6ZCY$R7{@2ATM38_%7HiX_DEPH#S$Ku*Y^2Rs;kratK%deNCLIxPFv>KjZ znK4ym_|oQNdBMg;cja>mK7w<73!#UG<`J{};=8T%ID~G0YA18V20cR@N8CsCnMOY( zu)47v$v|CWYD{tJWv<_lCcamrfcZ$cHZ~X#iR63dM|4;T!JOa* zloXI5T!$y33q^Ya4#}3i#mFz9L{A=s49)>&JAjk!K8?LTe(e$6_+Rn6Ic&5O6_?^A z1$A!}-4daW$`o9GME`NpYqIka#*%faN)B!A^sY%%v#NJw(1!bkg%NsN9Di^v({@Bz(A$N(D1{) zMNY2hb(Grev5}%Ei%%Rawd+l6`uqD?gQAEU*4n(ydv7OMcwakNOkb6Dvf&+%wpQNP z7FhXx-*@rz=f|tl=pNDHAW=@QoRf%op(WQk9Ui`!rCMC?lS}(GhbQmJ{AB5Rk=@Ix zo>>$J&da*ti%+POfNV20AHB#&mPWLvO6-*{ue{MHct*b>4T0O?!`ozTfscCEQ*K1u z>icW&P|x0bm&noiOG~Mk;vmCy_5yw_>k!u{B_y8xpxF0)1KB#W-Rq;;$ah++{Eund zNBs%lVM3|Aa;EpKvt&pj>Cdf|T%Pc2q$h9LT~SpQ7SVGTaa}oMv}?3@SN8c{Wx+_xV?rJVLAH#aoPHy26XJJLc9p1$o1A{WQ)P)-$< z3|;+wB#}B4B#6dyKl}bfoH{ZYcja$w5Sv0754`+@ekc(1P=%}m`s^XYbk@Q zeC@X-6Nf+e5Y=wG*GMwGZUMvwG8fAHcyPS?5lwv-WR>18;8avEbTazUzYzVeza|@y zoK9Uz-8L-u)D`z*v(+hK@f(b@3UYFb1PqmHQ4Uog)<&Q9^buuz3z@_zBhrROKC^|x z4#XbU-;jBi8lk^Du!{8QHmo z1_1M5^_Xi{oKM|8;`z2xBr2;fT3hdQPB`AF%s$PWL`8w3E&Lt8_QpXTm+FJZXS>DP z6=|ryPHuT;b8^ns^FxIOs;7NXiHVM<|4c_$?-t=uDN1C#MSAk^FlMaa$Xyx;yGoYX zXF%F?R5l)ZnTU+gKAbq6dnuxp%DTGExC6st=r<2SRfUeGbsZ@Nw3}=zl%~;d->ekY zdJ|q&U6&MmC@WZq*|DyexLW`u3Zr^S1zsaXMjpd*1BqF;?V@FWYjp&u97 z4k1@Hk2z;QD6shi_8n(MdMUA1)h*1^aF=2>Fd~j`rA?Lq^=Ivy2pCW35$M}i$ z$Deoi%kA^FfJ!8NkCehTl`L_}5i9@{)GZs`0$@e*Mv<(LgaR(DF?^g4|0tOK^{1`s&KW7% zS7AcS5NDHdo`zUBkS4!IkH$ne{-f3KarjYS7=SMb$fj`zvMR`iGjEz`i|t_X?Dxk~ z<9F+sc7OUdC=t`3;bWOb=WT~E`b&saN>*--z5H1CNr^8zS@gJ&!mMfB6VxmlF^N(L zkm~c5q2Lj>Ivj&0SY+MXv||OY==$yy7-CGxI{^%{VRD4W&Sl6U$L_iW z|L6NsLNIE{T}&muxgjmhL{md!vrIv+FoPZ;%zXno2OHSR`E z%~PR6t0$cZ1%tkwo7>;k9DxVXuA?A@vfah@YU$!2&w;$Y*cSAi?<-wU?BYxF6@2mT zmr$;}0cl?4#)w=w$CfSp_p1zzjcx7H(=A5i%;dn1PREs@brb1b|4D;ulCN|~^BVZs z#SyTd-@kt^I&ADfdX?KUefqvhwYSNlSit5LF3Pyww#i4w$L~#LY|4iIF>eFRwgbR>Ki9}!PKn)Gu>EO^{ zhV3o)3KuFdq*Q(2l(?2>)5ne1aslUTX(nefq8sVDQzlExebglPEZ`^d39%U+_Lx0( z*h!{+I#fws+cyH#7G7LjoQ9zsW?6D?W5Mgy;LgtlNdBuK_jE-0Drv9ilPR|a?slCA@?(~?W@R?#RwIU}v6JYzI-ZRF&-;&^`S0wS z-JCUW`&H>9M;`P!Ys9Xio4Jjn5ZfG)QXa$Pa8zkNjIO_DKbn_Ky%R%&(okDQD;6}v z=b@A)PIMh|P!*coJ|g|C@I#+GFs&Cjx0@CoLDd6vR7gp1H(pWw^5+W}83X+h!T@Jx z+>TF6xWcF)%?a_3nxDUX>IbjT<&LDNe{#QnQ1yxx*|ke&(P!D^OGOF32U77u z0l#|z73C%@VkG(qcw9@o`}F>s?SF7$t@!x1Y3p9zreA_=bqwZB5ViTT@cptL;z9)u z!U{8oCP%Vz2oundTbT#}GAG=jLl#r2v=kuFWcY1WEi5b`LVI4;Kq+n^mQTq002ijc zyZIxp7SQsX{*c8_{T0~hzWtIri>4iO#r5l1d3XYOe}fuL3RdI>TCpPIsl)EIJ9hgd{ATs#595kalI3NuO0a;vG8DtS zi31bO)3<()ngfOcx0a~>n|78^Dy&2yaMw&C1Q7AVLbmV^_9){y2~rpqV6WzuQ&d_%W1ar zcN0VaKR+BFfx1KcMQmiGPxf8O&2{zl>JT8GI8oQs^z6OTG5$94dnEQ|rndaEHQyfKGKE2N@sl#)PZoF~?i-kRAFQYRij!-Q&=?vop-eNj;`vK<;PJLB({sGVu>bz4?#m@%a03m$xB>(jnzMK-Q^3 z{EI>he?PA6kUs5Z620`mOlNLT1ql29J{>uAXCO!ljZ7zSQrK_k-~_wfW!F_+ zfpimohJc85@>=^RP0Bvs{rfLFAV-Wl0|QNOJt|jh;hoyCut7@|y651)oH?)PA>2UudW@W_&ibdeg;3oYDrJPY zN=rXRYkPL@+ zyJdwrJiq741}bB@BICSONKaf=Kn$9BOje^wX@0D0zFBPtA1v^^)^0$=GksQlQ67r6 z2e_))PbriW91AaqIRIek{f(p6e_z`d3td`$I+Ub&0Q7*Gqgpt6;D8G{T_F_04%5`q z5;xKn90csJ2w(&!Sb5+SJ1ZX_oV-ldd{*EJq-bB(dWumu{z|{~8HOnkivZtnjz0S! z+V825u<&yh-v%`Z(e55!GWZuiEa_0N1oY?1gRzs6yzHeXRc^jrE8B#2%A+yI_19Ed zPVxkScS=vClEsl2K&7g?Q?5C3&2!<4@#`b0fdMN<+(6ozqz$-9bV1%b5E6%|p62G| zm9|OiH~QboY#}|VHo>g|x5(xAKU%2kb1zwUFYGlKhYqXm9qi|S7F|I3gX>9i?DA%8 z@&CiLJ+~f2zq3Pora{rWGQ<`v&V5bTJWixn7S~~!jX$S!!x@qhF@N`JdMHk&f zwx+nB{@idvvWqpFIDSe=WL`A^i3;exJz0}po06G4nR~!PD6(yQj?38YN5w&|Q{Kk{ zn1uQH%Z;_XaCa%0z4z87ZQ2&qOm5P~*7~LHCfVd-YRW4;GGF8K@u`6sZFjNZaik4YcGGr?oLIrDzE8V0Q=3*#5TQuPn zkdI7mZ<1n-o~Bn`GM({A#*vki@pp?bvky|ShTLl#SKkly^)3TuZTwF|m{murWrg0t zUNOOKgH$UO+J0Ft%cV7y(ZLoA9~o7Tgm^n~330_qcOVt*7hDc}hb{8pdJzH&v2v#O zH%r`QpFOFimFD-ZY_Ev_^OrB*jmilngnPd?TiWvOqU3Bsj)ke9LgdR0|g z=D8;jNKl5{LOVHg0Kup3X(%XbFqU9M_wC;wR;3x9j}8H>#+hwlI7C;6TU4w)P;VTP zuvUYMn1cGY@KV^|WKzsQ1OMgU#3&(0(TT2;sOL_Lm$@IueG4|i?qBb6!m_bpifGo| zEk4>&igVFv1AS(~T?h-ogJS<=<+C9NJT&~sMg?$>r1R!0&qr}kzA zGYL1HHBR;{mMo^!}DLI+GgL=aE{X zk&?LhtobmRk25Us@U=aQOm;2W#PcCG?)B&oQv*+SQ{{iu|MG}j$T8oeNS4u*s+k}= z35YYi_xwX7>6br07cwBmC3+&PZVkVpcP+3E_U)%nnVN*@Ih(L` z)nYXnJ%E?OZSAb(`12<2!DjkE>K1sla2!;03W{I)v`VhX_CWE$qKjijv^0@}ODY45 zHMWQ44gdkXl4xN&yz4~Bi#3(zt0Sb?jH8_a1F< znuA(2&3futwI$P90Nv~4syP>B>yyIx4W%oF>PJE?bUsSh2pLqsMOGZi7ZiXcz8v zd*UFSCQkrNe%b9`2%owPKQR0EQGkuYD}9m6trH;jC1rR{g5csuYHp;jzsrs)>zoXT zbFcNy)Lx^z+5gEUperyCb^8H1#EB=9YxgUk34kZbAwZjZ9*%6|vH1$z6M02tIFNAo zuq&Nm&z!;1gHlWfh{<^5Qc;e@GOBMrFPS_oT32KKJ~&tj9B1@1{zp8_n5n)5P`^}t zO`2oLjAM>$WWt>-q?lD-g}72)T3K3I353-JyD+JacgAdBP`A|b`YP_V-x)>7qpzB@ zYCpO7DGS12E@5|woXUwq5A+;Q_m()c=20WAhaJx|S4{pfc}+2y?$c=5{{l88KGq%^ zFkL6~`}r(=A~iWp&XxaJbc`n-%pe4*q4$}2WhWr3+Y2HR${DYr#egkhsib6$vKy0D z*doTCo}H6d?lqE6`)_4_G`UNJYM*C@q%V>}2v9`-X}HfPFI?8)I?^@_`R$g2D*J62 z0TS0tp&LJTZbge(kN?Zz0Lk98{OIS1y&D%f(xC`{{`6_7X-b1C*Q00f#1G;YdNs?m{3&| zE)^TgOP`;PK}A38rtRz4(hEet<7#n_swA%vcLsGQ<^cE4rCpRnc61|R*)TLN?s78E z|A_zdoKxLvF1G4uH*xOSLkY1JY$%6Tgm*IXlyfhb)Pbf_Q$b$#2TJ7~TmQRA063$V zgU;!Muf19&TJ%rt5pb-osv?YLRA;I~g5M>~X`50N>=E}$FMMK(q(UAKgPd%}Bip#CuuAPk!L z{ILdjJoB0r#ms#&kDKpdIGU2WBwI6_tvOQ8DbaAmZEi-#@1oW2g7p!cRDbyFBzc1Y(s?Gm4YqrrE=2f+91lmk2!tBdI_m1oAO(-q6( zMeol!R0q9V>s`kh^yCPD_jf&HmY9#l^ugC`tfX3H*_#J6O1=ko&x0pFFIs_ieRGO7 zh25u^KEQ}--y0}H?;K%ft<`FqdwXYyjC z=5NC^8g;sQG7LpPg&s+!JdfJI7%(Nc@vLMt4~^OomIF4rue#8}#!y+pc-=tJ6cHFw ztB!?d{P*;_vww3O~V}vEhqOu{1$aGz{SPo@u@@!3NfMh(syHeRt_;lIx1*e z)e{echN!mbTPTE)#`81%fJ6e<9kSLRE=4~alu@M#BYm%K1g*<|vooU-Lu~H$MrYN) zd|dosD&Qfabxoj5fA~bfRm!c&YEJd$n`70<)RT#>Ma&|H->(zXxVQi7flQT+&qJ>y z+_LF+Eq$);>!?d3{bXth5@WYww1EnmKrpb>NXv>cF1C*=(T85!Z3>0a3IK-8_2O09INwV z6HM(RC`^@qgWYIA22ZxWee5w-7eGCkxsR_cSgmA#$e-naJmICN=A?#3cL#-?Kd$$Z z%P39bp|XOpiJrgIy}}92@MNlRcnW8b;I`UxUm^PeO=B5Nqqy8`qIs z9)WVlCA@59y%bebpfV0lVNntxpzBe!J#v9;3|QYr?#_QVDdhey*Tf<0UdA!^2JsJL z8eqks?Eho6*`Z)+7@&aavhHQ(SVDg`jEjfv+ng9kjEvkxc57XejbVL;+$fDO3G?xh zqvSzNAkV2smoeMylFP^UM6H4Xxz66%V$F}k5dNL= z7mmFjdO?L&KgM*7@^p#WH|6;ILvah+;&ztTafao}4K`f3USFi8KTYVwAuGNw45{i&<0Ld@Lz+sn?J| zpXc5-1e+z{+028aCtCz3D;r@2KmoOTAQ5w}{!(vPD>?OS%^Lng$Um{_7&mla&mYVY zfopGR{*NO|h#ohLD8|gl)8C=ZWaR|O{*D`M?zA1~t349EjiWnAZ%SDQ|cHPUp=l3~zs$ad_yq zlSIrYl0$%b6VRF1-VWM!mcXT|d9j|q-Jo6tz`K~aoRM{FzPK;!PQx$#&MWLG1X>9P zr`Oki9zpdC&c^f4@A(?Pfl?&-)=PC40GK{^To9=8Cvo<_x`N!> zp-F{}le2adko3BPeh?bvx%6|CJyz&?ZD9XJlQ!@mWQP|2uCrxapW4Yq+KazTS)inS z4wjw32~j6q4mKR*>kvwuyY5>c_dGE)tbbSWj!-+i7yg z(OSjj_efE-#k-eQyz6Kddqd3a&(TcE$6UWFXJa7h&kTqS41x2+MB5y}n{X{MwbqIh zXnOvFr{hiwnL8o)eSmym zg-=u0v5rzCrkOO>F%)!-aTgJnbh{Ura(!aln9v|F;INXkZ|nb}nuB1UlRJmy8q*pE ze&rlkzhQ&eoTcG^6l>-~s$QK7m=NH8Ks=jh6lkN!&RpVMSnPr=Zgt$1f%qeZ{!G9=ktp6t6TlG0f zFd`a68RRsLO&nY3mhty19R&cZi^R5BR8%yy*`&vzKs_I?ilE?Lejryi!h_J69C7f! z<$rVrs<|mB{Gge`%;2|n(_{ZXnL!fWm|-1r!`sG7ha1<0=>4}o6{wJjIUK0D(Q8oR z4t^janE0jB;*4a{lW$tu+L)~EiHHaZTXb01*X#2Ccg+QsXP3b)qP!a7aTw2H&k_0G zH;WyW)BQS#A=emRRWe}o`fok86~wS!*lC`KV-T=BJ6j+jFW>dfm3VsH_gEU0*wIC( z#o%$_$10R38vehJk{y-fFX|b`&X>L)bIh&upP$A&RuI!hASZn7Cx$2evCy$uM2?hLChMf0d)OhN2T$rfZbz?j9Q(YzbxdKX^$o{^6k-b1&h= z11p}3Z%W;24n7F&N$A<-F5Un8m*9)fzkg6K(gqe4a!7QKBLat7rY)+_tuBa$ScOLy z-@kjOnBOz+-$I6yH_tBV+3rF1{tuWCH@WnCyuoO=h&9=O)s6xp(+Th>7(~r@>9NwK zaj0J+mZk@N;X%N!C`j6*x^V;!hsSMfgl;kIg(VdfGSp%;r|rypOm|H#DJ+crE+8dE z%ol*$-uO{viiD5tmRKr8d4ky-A2)y4L4r3GZ1MV#K7w6Bk@ON9*r}&P6+g)uY)Lr+ z&NG!ZYJ6Gr6(E&BYOSIqAop=WDf5w{zMr-C-#0d|pQkr64;S%RsnP5%H}JQTY1b9i zXq7#qaeS?)vNtZrt>b0ETll*5Sqqt8IqM%1+MhA!?&MBZh?GU=8MkU#`s&S(wA&#G zo$n^oP@^DS5m->gkNYq(NBueFImI4?sTi%5?;Y!R{Prk`2FA9pgkeY0RIM8N$KHet z5S2DE6;zrW^#fmwj08#7D>+|MLgth1^g3L9WpwG%Zuzf3b`<)U>^CX<0Pp%{zf1q> zm4{ecRvLm#I+uyuR|lKFD}U_SXjj2cSib#%+u-~8NTR?3^l|0mvmRuOiau?Z2OnOpO}{1Xog+Jl;p+^ z@4laE!N}OdtQ-X`i&GyzMqj}p8{YGOU+M%%+Fs{czFUh8=5=R!RTT#yZSlp01d3eR zMwa96iq-h~x=+=MWW0V8lE%R1`ORO%b0%d+b;Sp#6Z>znhTS-_)lh3JE<^sOoAn7= z&qQ^MQYG5db?@A8Pn41;tl9i(h1sUpcPQ;-{o-^i_;X-MaMd{J`XK2(IxYX6Y4)s} zNOlMxGU^6?<%T5xcCX{LckWlURb6hG7M)OeAJqNKzkOTkcnO{DmLJY}^PW)RC(kNT zwr?DE>r%$yCf3sL2=S+_-3gjEKgls3w+L~#S)0{}Kkb=^-6T`#_UyxM-X~~xSp|L( ze>tyDTQT&)!ShLAuj`n~dB8;*_wSU} zP_z$-q_wU+)EUlFVRKT@lvHcJ;wbKr+J2MxKbvH@j&$6VY?)4Xemb&Zj-*7#TBjx~py}9GJ?ZiY_q*8=I60}<=WkqjnYaIK#DlFr(30AQ+ zwhd4!0IX2w{4&3!K4oj_(i?ldkYMvc2WeOuv2@>X3F6aQnD%y*9c z6PS^ic{#VtA_>T&7{2Ch$;RwyvH_;^CC#~`{G|Kav_6uh zMb~YRS8(TByXC%MmUWyi&Hhh+`YvjnYm)Ft(Np%2&jDwyyj0#wtVpw~Qwn`o{>;n_ z4oX#REf~fEKr2uml>VOULb>>EdR9A3XTuw4HO|)rA!ST_*?$f}tO4SWp60)=@^E1r zIp7nnqxZ(nY`2Gyp z!M2e(As5iyCH1~-hq;E`+H8}lFPagHp&Ub({io7po4^-~+j^>uT1_GGgat__|7~+M zR&}k`nS_6(Ss8P;UwJ5-b$3tm?=&eEyd>qW@?dJKB}TG{bpt8a}QW%EiY^)kGO4B z`#E7LexYiPE3AC=NWezlyML%yI+(UyJDdFa>Y=11P8o`Jm^mcsk{(A+=BZ4?s^~1T zYo6Ou(I_5EvHZTR{Mj*bC{-=^@sQk4aZ%B?B>RTWSA+Z9g}WrWDUVHNc<)tbuuX5e zT;3`u`7KU(NN$x=(1h7V`%jZ~=7t>m?k?$e;{(XUtrKcgJ|*B9t2)NfuV)sGULv_$LEVGZGT82 zJ_@3h!tvLmaI-JMWd|hU!4FC$vrK3Up*|e?z;CB6lZOKRtV7XVIuPvQtHYLwGviXLroJ+GR_+770Z7k5Ck zV&h2XJ}a)EcjnACL-?>@XC;B}U9%df!>~yM+VRsRY}IYN)M~4%ArkaN8zi1Y>Lt@6 zgeqfNGCj&9bUktHk)a5c_0ft6*K-aG zSP~U4RpN^LtUs*Z>FOD3R++bF`=b-0x6ic(Mt#6^*;wfg+)#UcB#N5JhAM9?;CPeJ zw`PRlyZ|i%H=oB~)EVQ&<%S4G4#!PwK{E=Mm9yz3VeNK2k@k%%mDGCQN+ElZ)XVD| zp2sKCUu9v!&g0b7SVs3`diJV0*Cm61$|R_lUc<)rdHDJd2@gMg%Bl?bn-a<&LPrOm z^@WyUU_SN1hPxmXfKCxD#p4(-g#i+7aDmmb=X(xBRjf-i|A+eKDPR@vKVusywsY*= z{5P7clc9t(E_#%rjhUE!6X$0uc_ey&g2 zgH)-;Ek&p&S}Ntole1Tw!a?g9pY*8mD%ZHew>qb#raRa|aqkJrb}4}l^5tDuW1rR= zzDo4Ie0e?;MLv6f*1aJnttyHGebWBux+AO93#LEnc92Vt$V;1dH^s{#%Q{P{1R z0wN0n?DgF4yLvh9gghMu-`t2B#o$^o9E^3p>l>j%ZS0ZD{`&uES zU1t4QP`sn4=fUaVQybQ--nudH8PCSV^K^qTg<{gBGWSn6C)co7#HZ4A1rLxe7VC`U zKKU%(E1O}zyMypYmy~NCr7i;+qZ>|? zrG7&+?j-pG1!3yI*d-(+hkcMkxw$Q(J)~^<;m;W)z|h>mh6=Y3S@{A`_UL}Vw1pT` zd2&jWf$unOb~jJZ)BFxcHvvZ8bE~ZH{;W>_c>xT8-nn^HYRGwkwN*g*t$!#>NJX#e zc!lW?kpTuK{AlsLK(9ZV;tH-_tMcpQ?w*l}#UZ1cEwH}+?*ei&G2!m2o9W(t@6#%s zYtnh=s>{EA_uL?@Li=20yU)>jM+yVN?<>7_-HvGn%cK3d&)I)@TtK01>==X0tdqrZ zSnlCR=$6wPMGNpeGSGdult%0sUMt#r<^3EuWZC)zGx!BM4lY8sVUO0YqLCcf1|o@L z`8pyuM)a2~&CdGrIDmQIzqV|81QpQ3$!};Yv3s~$V+tiv(zL=+j2=4dXR%}ZGis~J zE;LtO*BR4ulpnd%1m5L=7@%cYl^X^ITLi9npZLh9Hh#IHo!ohTV5=sAy{>K;`^MK- zQJuK&Mj17{1nH|=ucz1-w_&%vtPiMqS-HVKJTK2lsL6dc^N1Uk%kkZA`DnXV(R{)j zGNC5!?Ns@7ObyU4(ipk z>h9^a{g|caDNhMm>}V&K_4RFrNXp|t;w8>4uu6imSeDaYj-vfn9ph}t0N5D(&1Xc>{< zofM!RIJz= zJ-pi8v%fAZ-8pyDCLLCd`8uq z&>MNN(<_NRKPgk3%M7g-FP&eHFzC%|xUb1fo8|p@zA|sIf@J>rvF*FhWLyPKEMo4x zSug0<{Mkr!u?dwcEXu{~Wk{~N)oFHd>NL4E#v&d>p(zl}bdtt*;^~aCzE#^fB(uPi zWM;Y49if(Ro&8SpoI9BH;fk$n=S2U<(z%xy;w)plqxmWc{@RuApwX3wuV7}_2o2T?nk=kF{8QJ+etXX>R zw9n!CBb|cy!d0vC2DWl=#4;{;9Jwehb69pwky!%+lM#(?Xlm&Cj}VuOY{0pe&+g-D zd;6f0lrJNtOB-vleSKl|_msGAl#dE*eeN*HqRhUbOFz9${^l&0jy`?;+HlJN z1h$XvC5t7M9w0rL_#Q0vvdjQ^$O~ls(wB9Jc~jb%{)9P#7cqm~1@`5UmM#SBp_)Po z;pE`te3F_9Ppn9Xis7B2cIIvaTMi{e9yor>TKqN?)NQtjHk(l3bm+4i+3Hbvs&?Q4kCY0{B#rle_L|LSw6$42XYY zvL&B!7z!8cDOGA2A~W1;Xb~I}()Q~zJdy1Q%f=4FR}W)*i8=1*g12le_qv2^+}T#? zAQ8;i3# z9|+%nQ^B2|Xq0mBryHrHohg_p&X<9a4o2#YaZ(MQzCw8zU|NcjT0zdLiZOxj_)6uD6^oRRZnRfjUBjRk4Ly52n7`_bXxpZu+wt1R=T{gWKU0ySy=365bV8~Cz*Da$B7rsGuk z=-iNf(eCdJZ zMs{z{t${&BKf~i#Na57&XoHFkUYtX-1s@wa_;U@c^vzL5lACmNBEHl;9z$=$G~$h$ z;7>&w8oZ!7+M1l>e~h+xD4OVXf~fuvJVGQyML(=P38+NWVJ4xf6xbjSpl)#WKI)kNl=g2~pX0^gG0s>gHU46TnFO0W zN3!jw9P8}$8%g+$mn=z+qlIydGYL}lNpTSomETSr$L*wSSKj!+3Fe=$)JTyWg=v9d z@3Uz5`A;^<|1^Dh*#Js4J-N`g>J`A&w#zzM0NJqZ0GX6o%)~DIHvmRnRxPAx^H35X z{da&XOWCjXoCNn$AE1^s!PJOPY{6(L+QcKB4T#`|j8({!RyK>itLtqawQ^;YcVO}B zvfzi1>c@f+F+ukIx%Q6&)CKn_*@nt_|Vm_E#+t@U#w{LlXNk#ETn2zUOC=n7D zZ`AS!5YkvDxi;D%(a~t4b6|Yd%hG?%`J=*Z%)&>HmNm2cAt@`ZJnKX@JG zUmIgMmGCX5Y+1-2BEOl1@AnDkLg-+FDR&yex=fTo6NJ(G`z;<}%0XK%C`@ISYcY4? zAJvNA(MaTS5zU{Uc?;cO@^5{9{D_e^ByT}vOu7|u#=-ihDnwKwmc`TVakY033lFUx+3g`o z{DsPgB-4z$>-Z0E*gE#y<{bXh(==~Dc}+iBM494`Ic%5EYMYMRcik73(XQ?*Q?lQN zCyV7AT!hxZ9cR&E{}oe74(gr#M_`oyfs~qCU3Ql%;>Vo&0i|R-X^2 z88{(u!)*xunqF;g z@qvRa(-)Hbr>Qc660-@imq1UV*G$nR@JF~Ozt2Q;M;iUA!3?!<5y8nEKtd6L+1>^$ z`&6687K+I*iL{vbcrls#faSdNC4e)t@4A2=N}g@Om}t)c7CSiEp{63(RwlKhC-{8| z835m=TpO0lBt~}V!$`@k*T3L0kYD0A7(u&0MBLiaf_CLYTN8*6I)g&n=ZVi!?|f+i zAk}T|n^Rd8P5%Y#+#E2&3;k*$?HeO*2@{M_jrZcoI<|XdLH0a0K#*=n z6hdH`g!+gGMbo`{jQnT7yISOLC8?ce+-&(ZNBF7(I!qWYZJ{`@Yfg+1`^fL_O(QZl zn=n3%TNfm+8<+~BbN55U6Koh;4uITe?oy46jLvJiOkW_7@w^;*wm^3Rb8T3~zgP&o zhML&~1rKD(F!Vcx8v|qr8m#7||Ib5F9Is%;ckp*6U4ON$s$yib zqTdDn=vj=y9mzpw7GzWqwgEcU(E4WYLxjhjAmH|n%H2A;^y8puJ$-u1)~)XvvDB*;x(T8 z@wo5DeLrLZeai{p$an8-Oidf6+lUQazztoE-H=iA2;>8zrokQ!J27DYEC=}>pqr%z zx*MP&eWoiyVJEaNs(xAoiL!&CI`X{#*-K%Xk0a3Ov+r$NZi3X^!{AfQjwpToHqhrF zr3|9gr4t~#tiE63%A<#Mun*vG7u`wdS|=E{o^lRG?*2lW9^=x(j%b2~4d{73y6oD9 z%K=M)geLZ=8V;1?CF~y}DfH-!y$oi{Qnx!`^8qNCJRtlXohU!+{QF%D@UH{}&K-aw zBv#ovBJGwz?OX%sW8~%&$fhTVK%6GFfF$*-GeFhB8-2~m*_7vG{sa(9kmQt+VUlH{ zqe<@=y~MKH45qboge4XrL6{JR)KlkMG=aIsFq8W8h~4^A$zVo%KLSgir`UA;;lU)u zxUHQ-tEn|*D>#V*#11onT?|5^eUQxujTXNoljs!q+us5tczMrSYW{hh3cw#`)0;Q9 zfno0?kp2eMG)RylSL-}H8w$!|{d5%j7^BE0CR+r=FACTWLC0(>a@Mzd`)c0{Y3s7) z?#F>$_}Z$O#}@F$P6$ z#hRb52OI=&9ADi(0B0n|ULP}a^XX6^C9Bt0V|@4pEX9OQ1uPI>XIG+ttp=wqp`^qI z1#ahiiY&ADJInoC|T@8(8(0NyG@|7 z#&1IHxR-80Iwd>6Y|}F1GjDz-9)9l(CmX}jV#z294ix{t{O74+6NLfewX4K>+|lE{ zub+>jz5Cy9J?}kaJ$~W5iio_(-*45_pk_f{j!;XJdk-BQ{Ghk|@A)15tnY5`_HeGflJA1_Zgdp}2!2lj5hj?k+vZr~&6)uWGe9UVOHJ3z6Y6Vzj@z%_@pAdWM>N>D%aOEt_xJoDmUvG@R+- zQ&w3IFFm3FKw9Gc7t5aln%gHJcq*nFqKmp=A{mLgXU#Pyu2Z!M`e+woQ5z$;VXO+S zU4LyfbFOoZl!`?xmhB%tfGu>!w2aVSD|TKaKb7rB7 zo}WMS_iBNXkmR5lv9VR^9VtF%aHXS*(M)p09{;8-%=z??<=@p3S{98WRKIJP-q(#X z(MmQ4S3@*yaBJ9gDW9_2PJZWBEc5SjtQt-<<^BrBG%@c9o6n{mJ~FPm`oO8Me`c@ZvGsc+0wcr z%`5TWlhI&^bZ)h$OupHxUwu;|lQR0>OB_cGF^iCo+dVe9`R}a|8dIz}>?g7nnp)ln z{`bd<@Kbjk^{A+>UC^!i?<4iv!NTt!V!ONLJ` z|M%oc>n+X3l4gAk=De`T<^MiyWO&6|pQ=Ceb;P&S^lv*o!yq)09=D<*mWTMCk4;!8)P3$cOF*C;5W zyL-Hd{_Fa=MijXM_VyT{e*ng|&32MRlZ1rw^0%@#I3d&>T(>k;dsE455q ztL|uMGc=eKmwh)56`#6hEVg_IC?O!3F}+KSY6c1WW~+Of3-XV8rhv_Iz3#C50Sb-f z+g5TP7oV%!Y8C`8>*m01mUHLtEP-eU9+L>+^b%>O9y}hmeEP8NoK5glJ)b0nxjavf z*0XX89O05Nz%A?7cq=aHY>-wf3WyLUeEK^9RKq>hUg? zxUl7(Q56P2qy>PTL1ci0Mu6=SI3W(E{NU*Tr3-z%#G}@mgkd6XCJ1q!3fgH|=n_!v=n7x^(drhv_9>ZLp8&hXB=z!cs%Q6i1eM)wW8?1RuipV!7#0I!ArKSo zcWHJ2;m$?a7G1sKh>AnY^B^E%z1dsrz?!Z>E9{yVaJC%SZhM$5EP+}{AWZ(-dr^3I zmo;?~g#u{&OWaS;*+(W&CrJR5o&dyhuenVQTm-;G%pS6g#523~GLdk=U({ajBl?=F zv-3+rOE&UO^#@~uNrS0ou?^W&Y ztNQM_`TF*6Aor{G_V%FcD3t(1Ub-K7OQ4ELFjWA^&arD)+S;=1rzqQ>&aeBP>oUAv z258Abp11$xAiPHm@M&zPlnWTo5eTu{d~pz%2HaYv6>er~YX4_qA`ji&@Un(L>QW?g zxLsf9qz_Tu{5!n7wjve#*oP~4JJIHzpu3o5bp~l}8I87)3C5wh9$1rL^oMM~br$zxGwf1sQVQy{^ z0AX3;T4ex#7SCIX6)X}nLQXly9gSIS6e0b)EtbDaI z2UC_C$xF8LNNR?RZxxfDAKr3Uu<#a(XI%R*IPm_e)q~rEZ3)g3I3O^s{pJ{C#1Lcp zWdx)lgohTcoM|%9H+~x74!B^)9g!={h5tLJxVD10rj6ZhTpR*XUe?EtooOmX<>k&(84V*Nv%uLT>JwWHYH%%W zEp4P|!_!%l)C0JB7jv@Ktt{X`gpyQXker&T>OSf>%oI8uDRJ`Ta@n{K4m7>2tSOW~ zO4*H8&;baiK2Ze4wT~`(+Frj7U$<;}a*QqNu(|mdzmwgp`$}Ri$d!T$6@ymvZQY{6 z=A#NTkmLYI@yKGO3B+usu&N>OJIc>HbH=LNYZ}OHbtzbtZ;s@f3~ZJ$ab(y5hqvc$itNvT6H|I5$u4s!+@!=1vH)<=+ zc0)DcYkhANvP~MJFwg7m%|G+(9%#pdaKO=Vm7cs}M>^U|FlROF1VVpJd}xwq_$0T* zMBe{SSx-WYcZG-h& zH=O@ni$%jg;lpWC!&;lLWjVF3s{a-8a!Lv_pVj3T6!(4fj4Zj17Q-0!xQIbb-_Px8 z(v6QtOSdf2X=}EcwaQqC^#mdDeT#}TdtPqct`hVp8}4W^zT_@m*#054gYPrbEUQ{FDKdR0VyMw z1x3^fIlMP^<#L>@e;dOmZ3gmIy%Y5x!VUYeD-4k{$!Oz>u27jkbIM`J=C@$}6R`6= z67YP*1_A?(wOnK=nYx;KmwLwU6MmT3H_B;Xf-PV9{N;zJFB8}5Xu!3?h!Jz#hD6d` z?T^tXt=SL%2*`IzhAiqtzVJ9xZJI&m+qQO)11ogFjkE))PSQN7|C_b)@uX{4u3Y47 zirsVZxcam%#Xj-QnWu+C`son37LfK$j<52h&pFvs3Ts;%=l< zy>pwRhZb_&z(9~XUi{@q0}q6{Ur#f#XSy0mL5McM3l)e*US`loBjBRii%j1aO@n)^dy=$5Ec#IcB7sS~7c-v>EfCQ*l-pI$DX z7mKuNQiQ4}k&_^=1X$^sA?k92qcoX!uL}72e=(>|Mz^z7NOno9YQC*pY_YmA0v5SDo>x?dC~ebaR;I>x+dT;9hv_vfj-z~cav(M`1?n&3*;d)}Cut#PbhDp- zFpA|^;yl0gbf3QXs_duzgKErUQhmnqGV*~)2L#> z^SB!2?>uM8RG&&kSDG$cmAJUD>Y|uOMp=HqZWs5i+CMFRwMn2acxx6e@~FkCn4e}9 zCQOllTNrc>wXVR4yh=pRS@YE{`|#hZK{$cfr9O>z#dQyT8fX>ut|NNqw>W>Nn}V!c8H))-S4IXbOH9$8iS?yFLDXYU z-+ZOF3lr;Fva_N%f4Eh9?4v+5cc(h!5}V!$8#}8y2ILpplh4T_?_q|Dp4HnY|Be}N zA!7yO5f}t}J}cYFxv@17Y1vS{1?V8w-`F!viJ3g{e+WaZH?sL2Io6;~ET|YA%6Nmg1|PO$&7@S_S+;NQRHzedD%;y`-xw*%?twLb{o?kSu~luo zg`%xtwlqS~rtB>B+Ju}{x~GvY2&{9TUbVlSc-;}h5GBJg6J$HA@a^f=n(7v`!p11xyt(oFqK0Cdl?3^+WX-Z({*H#D9UQm)P8j_xS?px zYDz0*JF=4g=^qCB%Wp0}9cRKvJ-}gpPMn8vUq~sLIe6=eyrxXU-nwA)lKAaX3(*EP z@#d)s?CL$a_qu^MPr@-`Q#*Qda+gDpSH#c!!Wzw1T2~XmEhD-EJE9w;EJ@Ycn8OoW zc25$B%iGd@73<2VbDHcJ;}_C%)|#R})M2`N(pRDbJCra<4m-Yio2`pf0bs$&%3gbI z!hJjovsPI-W1*X=O(J4vEBDbE*e{Mn%lcbj1i#q0U`!b0+R$3zliq1z@5OdB5&V=8 z>dMT9^d~ZF?iW2#t;L_-ZIBvG^N}i_j@~pAOLBVg^w<~7rNDZn4s~hd)0BaGeKng` zwixCwKYSd6AALbX`swTUcYfHXs+LRD_8&`jsNH1@)g&{0hihD56VJtHR@zHYs~RW_ zwx@rj87wu>$U5m&Rk0YG^0XFT?$GLV!Dc99Cw9-IzASi^dTT3pi>MRcVj#2?hj0Az zfbQ}TIp(I3t^w?%O2PtVZZr2LTR3DUg-(NDIJdI_8Lr@6Ng6O=!VERKQIi`#kqm`8 z=_eods`R~0#_~dN)9EId3se112C(^3bJ1TnMj0CU-duQ@Ej4HD9aEZTH~Z=q>2~Z3 za!>8*8QaU%}ERA&A>y!PB zK7;+4okKlV6CW(Y01|(ST6jI~vGtW~uG+0@r_T2=(q%WI65esGyg*xJhtF(wOC3Az z_H2wEW*9mdAt1vVfn6%wuX_o7=u4b2I412SSkGMd;q+;46Qo1OYjVzBwNO6hX$}pk zoA8|6EeEfDdFy4^X0D{x38L^t{O_$@#q3#P8%|&PQq1YCvY%r!jwE7XE$Jp8ae|8H z^T5n#4>35V>81pXseo){^Yt89SXoKQ%*+QM@pM$CIcV)c069>{z2vkFV1`J@D&T9Jk;db|oU;Y76{r|n+qFi=_Ym9i zz8t%I$SHmBkJSt zzxz_OOluU-?~Y2ILrA(-h8Fv zIp}r#AyBHrx4=})eFZ$;xDVsu78Jf*41Cz-u1?)-7)@>E*fM&I2yZP*=XwdPt0Y*c z2AEx*W43LHz&MDWemK4TgR2Ft^2@VX;wtKAiW+@nB#;wEM`+WWSaRxlX@1(UlM_U0W~EWN$Q?#jx@2x}me7a%IZ_-C?t1&jUPI5bfo z&?@`bb22h-6H{YpZL~?Hy{FbeZEifPqu}NPP^y95*r^^KeDLE@E#g9W{v#Svr@-71 zB`uu+n2I^lSsV2!-HUpHA*>}h+Q&~ zgl`Us+j(c6Kn&mg@1`q#)+u9GCdT5ul)1^gNzBwqP=R61fM z_xTPB$CDXfo7Z%^34I%_LuSrdZ0?lS+d@a`o3(EhwyuH%PMMd|a7f8?NA1IgP17NN z(^?zW58T&x6%Ik@0*I25nCV!_F0C}@%a?n>bAvXB!(&N7EtM+P(jfdfDY6d9n?bp}M8BU%Qn}$7l`@n6iR8CVvEHyf!ZR11?uVs7V z#wjxW8OH*~*V|MfwK@8l>s#YEEc(=?U;u^y0!;Pn3)Q_f!cSY6e9HAY$OZ@514F)&&TCE)HkxkUrr#vK-_CT#p4O-4s}(nflUHe)BFk zK_y)(a;&li))Ucaq0;HpK*LXn#=-k^O{jqBqLLDS!_)ea)J8dwPzKDmu$BdrEtY+gcE-|sWvdRaU1^j4xI`irk zD86)~&Hn^wsAD)Czw(y@Z$jeQo<G(hm$3izahL_^ZJ+We{fJ?=a^=IcQ^7w$`G?VQaGzQOJd=2W>~kF*A1UA5b~Dn&~LPsVoMAw`o6k zw{;8?G(VyM6RYlUo-*#$xJ%10VOCMoXA7gO8>H8Pj5vk7L7DA=-B$Oz4U-}L58?=M zzA75y)0TuZ8JES}aK82Z?q-vi-MHYF@II5ZIWw656XtN}TjygRHYzXA_`+AD`fKpf zaswMTaZmX)hPo}{=cEix2W5ih*>7tU{p`{xNaIQQ@11TVrE^+igw-7l>m`$ zY^7uq===WlEGoS7Lzx?-+a*k`FvO7g0Yk)Y!eUF1V8A&t?E4b&!*cM=8XFX1 z&-HpSlKt?+El4rsk&%f>-O6WK+UeNA-^+Y;Ww_4om7D2w!}(Z1XzVM1r}HI@N9T0}okLXPP4oM`&G6z}oC4 zf~3QPzBD}P5>cv^w$F0|Odm4+eKca5lWLUxi%VUWGf6t#x^{1m^GwP01FhTVe^6tV zm{%2-^ctRGI%1@HL4zp3hNm&mje|#X%<%rXXp>NOW-6SL`j)4Y_zbi8vu^|r_1YjY zji(OCWC}72rZMt^4^63@OK5T;-E(t2D_!g7-N}cl`pJMnoDV0cI-i#;sG7dz;73K- zu`jug(nB0hNF|_=(80sy#*ZMdK};vuAn`LV9<$flQB6WHUx&|=lByJP;GYYpZ($yH z4bA3W`r6W3=<+yd_7ZWPV0x7eNoAa@JBed-4gc&H7ICTsAg>D+cl|xDMvkHzS zOu3$}U8O&Px?&9~M|fu$%>xbtFRivT~YVdk+X<%bSCVm8r1tWPhw z%K~4XA6VzTrWjf8BZQKQ$&ThC1FT*?KX^)4u$R=zUq;Ty_V>D4i}e`&eFA!iY!ss zw^a)Yfj21#M#CZFib($5-A1(ThXFThV=BMy=&-!eweJC?AYf41n9|y6eD762B;;G+ z=X5f7=lZOy@TF-Ce}O_V$W{+xBQ4o837Po^O*<@Y3>` z=%14%`>oMiLhmlD$rP8~_@sgFU}paEd9QsZWUB72rRBF>%c^j2v$7D)-&~VI2+94; zMx_Tz;alu(Ki+FHjQM=~rcE-&|A#_0)Y>DjrzqbcHcvmrETuN(5q?0i!3#-m-e}vg zRF1wy9UkQ#Qb)oz4GiF{E=M7rk`hL#jz#v@#+%9U@vqcX&%n*}*0VGT4~8yDlV$?T zgXWWJtvDrD->=o*taXEl=*z=;u7eux={Tx$_9RGE#FdzjF3A%Xb{ptPIiWY}t8tS> zi-Bne(Ywm4&i0keAP~v9A#@;h78cn5L2v&L&rh++L51qxYxGGuup(Er?buVeEY6-5 z5Q>~$P-u{rok@U~+UpD*Eym@Ev@-DDUsLN_*&*;C>Sl&V?PL#7JYLiW0<4E3z&3QIfehrF#lvwR8-dbb+-7E`$gufVs?n3KKno5>3@INl{81IYEYjgZ(Ton`(I{U`%pJTaP^lS&5OBt0AiKZu5*wxUe*ynjjnVe*B;tN29skZ?K71n%wf(aV7zkJI4zwk# zP6xNF0$hGsA_}!F+r?yKeS~_U{)VlbjBac#`q$4<2#Xl8gmg+jE*T;-x&5cI1n>m` zLG<-jM~9f}kaj8`D75ry20fQsry*r+QSk@s~Id;D{|1 zP+~h}G@Acb%mLbD;i`6=~< za6hU~9q5~1^_#IVJ-VT+hCJ@4Ug;3+lF7Lq$w(ln)fr$X(O^XU;$x=|6J)vb&&61^7%{!y(5jM1$&@qwj8r>ECgIE+;yUaU}2-Dz*$@$h(!Hb zs05dp3R3|GyZGgndkbot^&DNtps2~>+>hmSi=GjyqnpA-XYUk7>|-5*mUKTkcpf72 zmN9Luf+OHmeXtpJ0Pq5J(35cXE0<8!hxXHuGv@KL%|`&5wDf zE~@Ipa?$!p=fZrKARYP=t?=r8R6nS{QUY>i0JZjZXqgCF6fU5!p}&Lb)$;vGu?|4s3`|JGrI-m;=xqPvtbWi9m5c9I2kV#wUgu$U9!3VO2 zMF3I9TfT0^4ZAoAq^2B6Qy^I2+1^avA4Us#db6KH#+sWCZR zK{!7=W9;JWR=t{6#g7~z7A~eY;y#MpJQeh?fhL&&YMZ8NPZRDoUhLiaa?$|kH zkgIV&-TBMSEX?IB3+z^kUC?UV*KBNr3k0MtL);&__C9;|-Jx(Z`1auNe22v*QT78* zL0H7CsrF~{9p1s>oOend@+e*!yaQ6Ym%~tYKTE5_PG`?!Bs&BX6aS*{3L!sgxER>U z5118lyhx=o+^#ZCY0FhJt37se_n0e(J9bFn($@&z#WNE$`4 zoTRBqQ5OZ2{;Q%UG#xIRb;Dj!rrmWs z8)ZhMuZHsIg?UJyng|Nrb(KHev_)IfoO5DL9H@8{-_@);I9w7#SMTnP$)8j-mgmsx z0J=56n~!s^+OAzHL<59ZO2sO^duyB1VkxP;7aLSTNYXBwuQ?7x%g4tN6Wq9-Mt1ur zVDyR9Wr*bMvU&<`r-B^Bv`(tR(D0{>3@YcM5&1mi)98;Phra`N7}}^V-?%e!j9d)2 z+z#)7ZR&azp4@wnD)oqrGcO=sT8h)#`qLx2lta~&a8lvV6D`#jG(Lk&a^Xj29%zki z={B^kSU;13(9-62s>{4Ae$J&kf2yJzXN^-e)&b4r(c-Mt7=MTl*vkR z&|vY4W!}D|rzOSG+cH0+sk&8IerGH~tX1pRzo|&wzm&PhD;K3gOjd$Ivpgs7C^+%* z@v#bBl$HuX_};>~>qJk$Tmu4(fv8dupo2`Y$rpx}ZYU&d?$>!%I?buSy>kcD5IuKQ zNClga0>{TkJsDcFEl!QY^icOlSI`ic$4a7%6E@@2R&Gklbl~Lc`1JDufJX@$C1L~I46Kvn}oNFjXnlp0GMy_44 zu|QfuJn3vXeW+R8= z%Z4C{sN>tXj_02K@A7inIy;M}^DV=w#b+%n*5$?u8s1Y>D-i(fC*l4th2ZULU_FD* z+KIIJd?zi>4nKbKeZc671-wXcY}6uOQPBliw8vk-O1Wn}W&o{;C>q_YgppbW3!bR> zeu_iF5I0e0c|*2yv+ed3rBoUA!axbKh2v;&y*5#K?$Df<=u$YUc# z_d5=njwoxwrAyh+;=A=SAhF}on}V7=O$ytbj)5zqZ0!hgz2G>8b!3vc=emW@ILjUT zAJovKsm)2FvE6ne3xuNE_J7S*}oBner!FFw7id9 zJnumO7JmaKDk2(c^ZTIoI0IR8BOJ$0=h3ix=@rciI$pPYgJjxI=iYluQHt{n#v z+NAV6hTgn(n1XnZpG&CMTrola`Tgzya!rxSQ!=KgVDb5fyO@c1=PNf5mH{=v`!B9$ zCPT-YcxAAFno4VJddFsIqk8XA5j#3MzW>NL%rsxK<-qk7?Xv%4VU~Y; zDMMv3$y_9z5bqpOt4&>$X|17lXFV}qd(C}fm>ts#2oExRX@w9C z8)@n#^oqTLw&XJj<=I(Tvk;y$BFD3QkC+y^RiUntoGcLDXQvct`_Nxl&vEC{DIwOa z{zS@_-fm|)WY0NkeCEUox*yg~Rm>H$7bchW?CI+{biVnJh80Pwga(VC<>&be{XQ3n zzN#v2NLQ(ee~vseauQM!eNaz?#)$qQ#7lq83qAeQXe1kHMmgB&o5Tu5ppu(K{h7pn zgOrAzH;WdJDnC-?&sCR5Z~&H*-VJL|kftQZ>9|pc z8V{p)mb1!yB=+*~<;-sWlg^;|gJ*l3hg(WquP;C-#F6_92=xLk8+HsrNau|1EawE? z>b>(WOoYP!yX^R_5NYl|X905o?Z9|8F#~VfTOI*`6RSV3MU=~DR#{mxjp!*cmv7w* zm)>3uniD@pHn0wRs&S1cK7M?=V>gds(qXrC=-@(d<5k7iv*C~dtLx?Vo-0G1vRa!b zNf+BW>eK`->ABHNyV{^_AHbXIkdOMOgTK}uKCw!*!o4oOa9n~40AW(mCeLe+HKO^& zhP9T5DyeSw8(i~gitZY+9l!Cs*TdxJzYuQ+b(JNiaIc#;-7}y@>+WM*eaq|j;SUw5 zW-zYE2xUjk7y)*z&89t03iEpA+KrEJBprI#%#1Dzj&XQaa9kainKRPUqU>mZO0FG} zYB_52(=i4kJdk6Zw%woObTr&Lc9-SS@wjI62|3=IbwSG&^Zg(GB47z}s26r?*T}y8Bvw6}79feWDVe?aX{4bhcCNgul-#89= zncakGhO9|i_>vCn@B~i!g(pdLxjalygC#_pbZ%8DKYE1bQ16&uSs28{h$;UR-fLnKRY+9d zj9D;h8N}w@sKqPj?wqBWUd<9pLw+6wsWnr#eQQ`3Jm^@2DC)9q+SMoiUX5R4 zK%7y#uKN9ae14fq=r0q_>qZ~09m;K$`gwOd)v$^OydW@Ducw<($B=$b?0uVTwrx(b z`JGNs6xQ@acuf7uN8NAK3L7#}tWap@gCat4Z6?3E0=uMwc^mL82+LM$l3_AhET<>g z#gJyzVygi&YcWX_&4hwP&W}+c)%EoH8D)OGC z5|>-~j^M;DCCQ4K={itAHqSSwI^A)~(FxC3E|EqIj{jiG`IO5@ zPm1V{r(tFww%vb_18)Vg1)|nIR+|1lUYHxq%Q<;uUp<6p;^?v6`q!06% z#NT_wT){j`Vavk%ZP2{BT42_AQcS@Zqas!yviAvcy6{5UfXRezIhP=Jm(EMYk7o`m zP!w1+s{sH~HaL?W3s3Hi2|Z;G%hkCBJ^15zOg`)g3}jD2txsZ7j`P?aTcyp%EE=Rd z)fBYj1FInuArEZ39VzEOjl3;#%B$Y~465QA;()YAJTRFY!F8#AG6Z2JMLRMaVL7D> zJIftHL6DmkVdP#DzVM0pEEw9kVs5n3^D5*i_p&N-#SgDY_iUlVlqd2eC2AJ9-fXwQDT#hN! zj|N~uDZ^>#QmAKThpW4|&{_>@Zw;uE0JTZ6=i*b*OI{5fY2T=&MD1$1NcWjB*r+dz zmR4!5RBs~}i?E*ri1h3%u{%<83V)H`j`UZTh71g@1C^&2TxcN;pC%MJTOEV>ZD&}b zEi-sLt3HMtk-!1a&yfOq+U}g(++|R$*cAIsk^DYihHtk>?1;#Ag!I|JPkh6@Xx!cf zmG=5!a#8;{8$^X=R?xU9vM=EKz}32hwx_Y~?wcDxI~#~Zr0x%^{mDs0(Pb@vMS`ux zC-VmjnJ0F_O5|Sit!Ewwb!j){dwgNZjo^? z$Zw(+#n|uCF=lb-Fj{7QZr!ehsK!%(tIbd1Fw@j8r{}nGZsXRM*JFnC5^n?=T6ANe z89oWMA~cesTCFO2uk79r@~ZOA->kUYEh`Iqhx5lY_RqL*FhSqiW7X0 zytYAHuR%HePBPQWC^GT(-by~d|Agbi;Ya-7VyHUivv9*2gdIMhpglF4dUH?BvQ=z* znk6ILb0YD4Fv+kYtXl&p^@CbhPaws^2DvQ0>O{zcIe8G{UoOr5(qdj$m9*Y@@|M@6DH=odjlhGgn}TsuEjWNyUa)n0eJZ$82GXRKIsz@!?3XUR+k6c0Amw z5}5evwLWliTI8{~8{hTd5~AW2_nb*e>l@#d9UNKD1ykxamSdXfQA^w*`>ED=EXfw&magTP?!Q%m>rKyAa&Ud3&!h1tbe1mf149<%Sa>mDVE9so_1`}Or< zO%Ab_&jm0N9cw?s5?dDgUvG4fw>BHvp>I7^F0&(K92l2iS3Rzqn(Bo_e?jIBnh$F- zunRwQa~2o0$pN+cwsKugm-b9cGB)vu!gD9|r{ljSGEoI?a_2dh$H$1@nr*ij;6IKK zqrQE6;Y!_ynzB}mWjMS~;tc65{L!f#WC1SadR-KI`t)ZEt5GzS`4*^A-tD3g<8&Sv z+wYC5fMU-<+&b^=b3`et3h_YFFKF&sf8RLbw?74pUF{onh^WuaJ+ruz-$=95xMc|m z)CaTlj2Wpm=gx;Dr_@x+R^=-1xw})Qb+}>awf>%-O?DFTow_e?em<}(o667%K4`sT z0mnMovWev>Sm<R$f^@{_iyUIeJNtGq!gF=YeTyD7Cr+R zV50r#lpD!yrokLM{$Ky4uy8SWDHwHH=#zi{AH zgAwdy&kP|p{mw5Ss0XCx*e~!^_aREJ@Fc0NXUi<_;}P11@5mh?sJ5hY=AG)pdq&=~ zvT*ef?1w8^3r2+LjIg@s^j!?7Sc_(Tt4>ZJ*3g)N<$uqJyV2D#Uk zxXUm_>u>oRhuDiaFyP%&c^;A9eLy$>Yx*vx4UMBvvYilT9vZNvln8>2x|lzXGMD ztdaU7x&sxueTkkve)Dy#6Ul4i)d@s^9o_nT&GzfvA6kUD#j{b1T;r%ac)O0b@(5+I z6XEPxV>(;Y55!MlO#TSQw8)`WxL279FESO_A$W`eDDO(6L;UYqO^3-4k1tdrenU)-MwL_-{SEArlX|HKBM5#Z0uVB-`vSN5CU$5 z>kssf8Bco{!E15k1R}5II`ioPHRPf>-S!UA7CftQYKFWhFz<>J<^yu;HVC8yU1P%lW zQCh<^kQEf)GmPQW*^*bwKEVkV*w^Ses&T${97CkRmyPRGwV#P+3CE?lQx=MoRA*`STb*&UzO!MA}L~aGp=?vM(DkejK*LyiV=&39`U*e9L#5 z8CG6WQi7uF=7a5DUCd;4oOHAhDNQ_moc}OPD49LbfT@A6Fi*x+VAAZSIp+`DK({#$ zt#|tA|2T3qpd6>XNu-01`k~q?pCgm8F!!Xt7AwKO)eFmS5oeV zgiItKJ1_hkOYO_=tejP?qGc;j3fG=dbj%1mC`d0V4H%mw{T`Yesr^l5RYcoZ?@@?S zLl7GUcwjDpnlG-`9riEi}Y2PbO zugFx0&o4XgntV#r38=iR2Dyt^&X#-VqavH7%VzMRTNa~XH{3B`W^bpe@{)Qney2YB zWSE=aZA(X4U1i+KPK}F~3R$z~$?1<&p4b_G<}U-Q#;QOL!;Ehv)^w?i*;uTIeK+k> zQf7ay*tzAL`65w%m^Ak$^&(9u%iGp%m{2<2Lp?SW*U(*LkEcuitYp|_j9JNb`i>%< zc^+l*YUHX_-sfh&>%5pY7vgM!w6%V|+lwfJtP2f0x9p5qjXO&EY3F)b?I7DvtSzh$ z{KZ;`Y&AEmjC}*@z>^4ihJHj;L`jQ7&SWw-Nli4LMyllg*{|^JEC{XZXSuSr6>JVOX$Qd~ z?xLbqN4TntxN(z;WH+2l_$>O67B@|2$yj?shkHVU-`VW&WE00-s#R^P+Tx@$ug68F z-h|z`^*Ugu*1RCC!*tC2RVDb*k6%+vPHIJ|ed%y4JJ&@Cxmq?f&_+CIA(TLJn3bBo z-ZzEteEm@a|G9Rr0S~kr8#XRr7W6tJ@8YjzhOIq*_3l@Y>Fh8W2eQ1pFyQHIg9Nxx$9g2h6tgH=G?N64H9Fh4GHJS$><2wDn?xEu_ z)u%^%*C2wBVv`@aS9`}WO42kQPs_(1SlPH`Y_|88AQl3T_pM_vcARsCU;=!%;P8Ea z4PU#)zTGfteqU*Vv7YY&b7$m*wUZOO{p~lj>S}E*8>Q};-9a6fef}Hl=ks4(uOYQf z`*@Nu8MOLW?nCrM^WphvTulhZmf`Cx+ig+Ty)w@FDqWw^RRee?Y3F_FBf8eeyi!}6uv!IOmV+_az7^Ev%yReO6^eG z;v+9LOq9Kj>jmb7Z=(IWL+!oKp9D_fSLnaHjz{fg%W~`%v?3k~B{FzX@Z9f zy?Aj&60aimp>N}B&|v<<3CZjvwe97YAM}@)z&GUia)w$1noii{4y>NZi>8wnvJI2Y_iOrtkXmhDbsFt$asspNrl^T! z?GRnE6EfU&^F&xE=e0^9Cu)cc=-kyd$V; z31_}YCd6FBUl`9vDh4%f-|?J^#TH+k-Ek^kv4If#js2OjC(Cb$94N~<;i*bxUkree zz-8EdnzMFZC9@w}KI6PbO9&9RZIznzc-4}4@wCWgruiMZaW)6uf(st!1bHT}y`w49 znNuh-uUv8hLO*3=Z~vV5h5cjfLozCVb(0ld?*dN!HQ+4$D>$v3Bm2)32)%8A7`Fk> zyx_!mPjB!0#V?h?S?hVcbG{ve-!|4K)~}!>6KI->SRH_LX_?y{N5}a>pw5x57Nq@L z5^IvWK7XI&l1p>>*g;F9(-)CThcTUI8^Ib$;y0GyRS&u{!e|*NUYo$@Az^+yNBz0HRLS}fy_W{-R))k2BSzhdUCU5xeXK2WjtV6`i*b4S+j3?6%f-rs;|9F~5e z;4U?%xt_v*D2eCyfE}AqJWO%Tv(KI%SPJ~Ec=~uWlcv0yXq5#CbYn+g-9b(L9s}WX zSt^TSIANr;6rh$b45y2MP+Q8%Lv={!hlP_2k5)RDfgGSZ&d>$8)I*8ytXOPeU6tu7 zzQ-nC4BmEF1HlH{xgdKNTUUs=T+}=Nfe~1KDDvX8BguPve$i-3(6hZ@Z1YLYM?*w` zR;~4UZnC%9W|wCu4u`F)UmYtQKrX6I_O6;JlLn`~fP7r^|3lZGheQ3x-@|xOlr=@j zGK3^$&zhN%C0RyfNtlF$?6QtQLbha2Xv!M0@9SXf`#$!u@3IbK%#8cx{rP-}tnQOET=HixU_z^%Vqr00?S$Ol5;=Q%d9JWa2Sjh`cZ4fGr1!Cr;sTRQ* zdiEN`w`23cHsYHoO~RpIqY(G^phx5QQDI5JBKKv%zY{Ow2~pf9Zh(KBB`I7FX7X_q z1H@})3_8m63{Rl)@+2MmAQBbtw}9OD3m@rVFGM5o?rud0<)|hPRX-H-@R+3CX9$xu zT_%#{8}fp6Q4IdZy3}6>Liz0Me6rWP#QKFsLqpXL#-F+nGeBqGxYIG?5!LwBp{2uT zcXMcbC)S+>o0W1Sr&kS6^bywSVhEW`0}|WV#4`Y4deob7(Le;ePCQ`p@Gb0SCN9C2C>* zZEU$+;`Z8p>iFOT&yAth@LLT7*%8$`VTzQH;@ad(YSf$5oIfrv8S}vE#)|jy`i9`(m=&C)v$jKM8}pd(R>kBOC4=(ZC6e{ePEBVJiV5a7}_IR z^^;NH>IKB>*Z&LgR{(AICQh(U3!}vF09IUghQpwFjY6o_4c%$xm^+^|#wuq&6Kx7M z*Do$cwq&lk!R;LxLLfPoG4yVOj+EvkH(nw6cm(&AJ513N4ceWohowY6f*|ka2Aa$R zi;wudemAAp1Vyg2wASdZ1|(^lCx^;U{MvFN#BQPow-No}h^>LgBq1u#f@Sz}Ntagg zEPpk})z$}^+xJ+X{Yl(&@k38RxWQ*{giqWbBr9OuS>;K9?<#;$AHQ&Zq1LWqNYdq2 zE9;+s8p6SmZ$j7i>JU(%S68c8fb=sdwFYetCFhweFAMMVT6?9^W4f-m_&f875HIbB zyo83we*8GxpS8P;j)SPbSQ9)rL9(bp2HqIu!_cgU=jR3ed`p}CES!?vt5@fg;2z*# z?CvlD#3(_1{_wXxk#Q9G+Gh$G&W<=uJ1w2qq7|+C)@k`@GK676gws7gVvPYO@G2XIKDP4v)-Pc3-F1A=2k5i;GOWQOT3<$v{5WBv-Cr4^$%>;@Q?$YYNdUX;u*xZ6oXqS0+!VbQn#W-o7VNniX9sT|*0RRc0J8|%a zH>$(%u))nhgZ072OzrWnroavf&)vDw-ridPgOxA@#*@!ceIWJOE?_75$b0Dva8n2B z%7Q$|G`$U(AfETx@E^WCG$JomcVDc~t;hGX7Q0Npf#W^yUBY%s>=NXt*;4-_t%{%A z2V=DwsgXbLu2tH}z&D{uk6%IZ`EhojVz1DA*qYtVC;)f3%6++uzsjqA%@`n}B>1s= zDRqd3tjA5PHWh|TsLztE8niU8;-Fv?ikqMM?~Y8ff#5}H)y2QXuO`j}jrON3=|c=N z-hsNxR{_yW;GPPjx_|YSG#y=`Ud(pKu8P3o-}eQAg?GW!~g(u9hKO3Eejs@*S@3kXYiu9YSZg3tWjqRQblvfs7kyRpasX9d;67NI zDciMoK6_-R9oP`Mobn2P5w+&re<2rOeKlj*y1sjP$K}HHy9X|89rVV?FLHeqG5Vfw zQSe__2U$e(&tCQskiRHh=Fi;9Ebt|&_mN7dSzuP*mFLp~t(0tQFVZ84Qo|JNOuxh< zKWgi|9={nnwVLy^!Nf>>BK3@0Z&}jQKM> zQ!CS5zJCGIpnsc+fzMfn-tKQlBwdrRCm=tP*-6H9=#UX3SE1*<^K~26iq;9TnJMC;(%RvdOBtu!#Oze% ztPRXMSO&z$foE~bsoHF~>PxZTWd5UhcS5>2hu|$A`7qCV54sWp#Y&IX?_e{uc06)}Hx^mB9cWIHYL$X^V0a?dX2y>k&02u?kokpH_>+clLy zTDSfYy%f>Hdzm8rp4URG@_n)zr$XxcWVa*CPf$HDP6Hp*Ht#O4RPmlXzKDPrHhS10%##C*SPk~HR7&1#r^KnZ;v3iYeY#2%@rS5F2{JAw|-eGAjaifQmf7l ze(_~|kn$Yf!1V(|8sSw3AFhBgW&$*)*M226R!O5H4AJjQ_2F3Bx8UCf;k+krHh+o1 zizVVPApaP~YP7r`W?Pj&PcwktO$)U?GJFdd20QYWA+UybPCIYlfBfFx1tSvkUE~UUWk>Kg zm-yr^90%5+;C$3zEg}&^#D@=2K=B)Bm#p+0B+Um)N>v)YTpjdNL3#< zVi-{OKUs7v%yS)b(d5aB{{bNZ8AcBQh|EhfdiN889@Y2q`!bi$?Ebd%`BcDq@=-Ln zd^q|AubO&!1>C1u9Hepx7ZFci$xF?AH!h8q}FIpVVu`Z`?g>RkfL<%u5Dp>$4bVe`x=>6^uAVj zxB{x7f$V4TtGCiXldMZ;2>=EbKfrx(nT6$-FFv@%c^o25X6anQZk%S$2Og;xsjKCa zCay(*m}&6-uCXrhQm&<*?VF)UovP?Y;^!1U#&)Qf>4Whbin#kng|MK(T^kA2IY~J! zKe&VOQ&q_J^BqIfw+iJg^5Y|Q;VksGuC;|CU@$J`N5ui0@1H|Ke~B6$xc+MTCFDo_ z-Q~-n)YV+mQBn4s@n@HgH}Mh9;}@Dv)QxQzfOP@dA;5TL92AeR2~j}SFa`9lR{8Gc zdu3({TxKl(*9YaGH@!fLp**w&rC+4Wz#eTEPeQm6N~0-4cR@eS1emdV5T*&irpO2D zmoDh3-2>}>;E`i14cF2fN-0&X7l!<1do3yk6Qj5uNLZnbt&%&nS&-H}r*MhP5V!#S zN);0lE^NxbZcU02CC!C?N4{Vste-?Uu71s`Zc4B?=LScwl>^)@#r;c=ChOzoDZ$@t zQ)4yX5=6H%`8&BN9N51<)VEP{gwKldzMlahks_Q|wi1!Q0w3*${6fZGIh0hZ+khU( zY1IrkOOWrEe-qc9e0v% z%6z*QX-s&%ZxSa?oYJB=Oe?tPf-YhbrP zuAG+XO3fA4?QQ?f`xBQle3%W3PFI!^-NJx1SAGolA9{zM-`0t`Hs73N@71(H(dE17 z$&j8>p3O?pr8Yy+FQ$vqe<7x!cS|*YNZEuURH>4YZ-)9MzW&qE+T#iFZ~$c>_21Lw z?>zq;tSe~OoWkTy;$}5G4V;%8x-@2KKCE%>hq+v01xzcTK)kiKHgHg#hPW)|sPz@y zOOZ8%yxIP^;${WcdE8mTgV#sTt(LnC&tdoV2&T)Hx;8qfT(0nTf$zZX;iKNhL&)-+ zn;I_KNC3Jc={RMb0BHbV>eLOIJ;&SzcMpWSy8WEcj1F~sZ9b|1KZ_&}Q&~i^;cT@Vd~7+dR6kdgaF|61EW3pRK(dew(6h@SsfLj8X*g-}W$?289Fn zS1VtGVq-kA$C&tjWS1TO(*hkT*rNeDBJfK2e(zzX*LKvCZ`C*Ei)$hvC~sbrV>ZzQ;Njn#MQB_a(!5~%cc=E+QW;Y{!aSBv&k{?tj4rd5q$u3VhmInm1fAGc;dGB_}xW2OBjvgbq!h^BqN zY{mkQaf!vz_G)bX&8r345U5;J?A+h-0fu*<4=@zZ<_`WZ+U-ZMV}rLw-EM2vTVs++ zYwK|odpd?u$~*{+p_sBkrj^m8$gOm3fGLjZ#8^j+JN(DUZNQ~gSRMZD73TY32%Vi+x zb4qN7YVyTkj-W_{$afiVa-I3f2*=#tO@hqdzrua|B4%|){np0m&V&=*@aUv8yZtnz z%~9LBjELoqtOwZySR))ACPyYFT0<_~e0QCusWRIL@#wtTRhB-yr+y1fi``E#K8L^T zfFD1Q2NZqT3E&Ffj)OyhdiMJd`~kH!@;-p@^FsnhH|_O+X{LWl;B7~lPK)Qan67dC z@#8E)JMmeWT>T#An4ujo#k-%xp9WA7->q=lZH?DET}xQq+ywzwDiigbV9_}#_>=SV zJ`(CL2RHT@m>jcxsmdmqk$$4-FK+Rv-B^y?BzwSK;T^*aIwb`L(6t2B1I3!V{kGum4~Q*HQB5phkvji z{l5kWw;@OkT0hbHg@r)wZ_)psD%2X;`M`5AzpS!(vde175*_IYh-FosWDDG%=3!eW zrC}F7&0n3U-)Il~p9X@4jqN*uk=Mvgfg$HBs!MA(kZV9C8N<;-Z9UqlQO=z#<7huQ zv!nu%Y?eD#DJ=kO_yF@dbAa*`j&Ex(F}zp2IXtd58qv~M({^4@+CQM$kF>3o*lVIX zacI>!vHmHvJzC4^t`^v11uVe5)~}`JlMtKFPv=g3fNVYn!u;I1bYU18)kT;P5Q<}% zuq$905UC6~9(ePHS3ER@QKsS(*6iNWrW+Kyt+pnwQLCRm=^X7f8@dtWLUfP2 zR=Iwp!-k`u^q=!~F883M3ANF*JFRguorL-WJ~$$60j>Aw^Z90=nuT@v&YI-QjBEbl zs78Ijq(}vORY?7_;-~3B_v%6OmotWDjQ1%I{G-)p;+)DaSdMA$YRHxo-sO2e-~aMt zBHs|jdZ>Ju1KVPB;dh3oe`X^)fsJw7Y(9E#IY;B^{z=p9!Tfgm_Q+1#u_bL^xl7_0 z!**JDz^B3uTc+>*QRV`{K#}!c?+ZPPbXz)h6rATXlmu{FE_X3M^YZiQ+n`Sm_!sCL z?YAr55H5zilg^~1ziam%dc z-ej5B7hUUDR#%h^bdPq|$JmyIR*K}PYMtZ0W|~#j7r4E!QSl0LPJ8CMDr!nl3WG$L zn%JzTv1Fu?`hyMQuNuRw@YxHOXEh=4F)$mFwI*JY#*vrFILXl+B zY3)Ay-A{ktEZ3jhFD#umW}i=l61JbOQm>W@!Poe)aI*Df_Jcy)cJjgsEL`_LDE)`O z{N24CE6RgmxIhj)^SjEu-;iEIRZCa<=7{27%=EA#)bDSayWVo=4MVy7^xYnL{J7p@ zUH18KQBMxO0B3uo6pSu!N#n`4GHnun48`P_YTC#zxKmh&7?J-#L0}UA(8v&PpdO## zsn+}-BP3tLnKbv1TBZuu0gymy9on4ol5JE&{ooWfBYjh=dvp#Ui4pD+{{#!`Pp#); zKldk7z)9F_V$;b`*%k9`^c^O>9B+BtZ)@=N>%J-S?|=JRU$%4of3rBPjmb?XQr(Y- zT;B9rd?qxh^h2jC0>@*Ot)K4OoPDbJP>@xVtBB#&_3OHHTXJ1r&!S(Rs~LPKa!oX` zw_;Tk39J>arVQzGf}i=HyeGNrbbo`>{4InYuMcCAN?K@P853sFXV?3fMIYR?d;vaj z60o@fPS@Q;RPCv)r#_;t<6LtcFYDoH6&d)b4;{G5XM znRiYkw(s2)`j`<*S2>3WmM*z5*4u(~rcRB{9(nM3**@_<=P4ZO1UP$S~T ze3^;yz5Dyk{oUp*A6IPuZ+50Z(Mb{DaX^&4w+HA-AYIud6#FdUo=={~QV)$B1+?!_0H>432zcPUQa{My^F8hWzz|INW1 zcVlZk7~S2Pc{rH%=bs|*+y6mbrNRO+;#Z*LnVC5rqMV6JU%YMbWjKY0{{kv~M(4fS ziNq8{8vI%UbQP9*e6@o*#D=B^_##m%i69lkHe>GRr`-bHhNd{=?x^#vcoB66Np*0{ zm;-N08UGDK{=zv*{-^t~>JHgA?%X{CBw&XQpuwy#1@>{W1nOWY6WDd0<@c>oVd0Uc zx@{;rj!EKVwS{%728-sD^wBgAF;&6C;N?r5hT)?JcR`fSaXw!F?91C+_Cza1OZTI`~?Nu#9Q{O7iSI8ynj5-9s=2-EU5zx6)vug)e8^6`% zHHz-i5-HC15288!PnEpLJaGGuzbH`u{kpr?P{DANB_*_^m2$x5GUC5aD@GMI@EaP3 zZ87q1?}h*OX;kBmJDB6sUZB!Nq%OyTObV@Q$N%|?R>M?5f_9VsexLp_q>1#uUy>LS z#mw=HA#1l(YW44n|GB6D5Ck@Fd`PKisGxAZrr$>HAPa9dZVdZIA{zlDj6EMf^tAqb$C z=9Qseze5s5)olTBXNPM6P%y9H+*(TGU;zF+lYL9jx)d(iU@z4;?d2M=rg7A+{_Cfo zpFaFUW#G8Z9i(wj&HBpK@hkR3t(_MHT4D!2Z1EZEb#Weq8@fh70t-W>Y_6P(%zUwgL_~G_m!VZbF1FA@)+@)8O@saL^Ew*5c3<`~h2gW;6 zEf9$oYOKZ(6chH~;EFhNDeG&S4Yc0+5s;X9i;eG43K*+0yEAmD@2R>U4@^G(nJ)=C1y7kbu=~H$`XspH^+UC63f*&}?(ywsu&op^?Qw?8*7H_v1 z7rV4}F!5#o=+c~{a3Oq6RVXTYk^T?u^9-*N{xeC;TnX?ihx*CKErCMlLDF_B_v==R zkr372t*xpp?Q_rAnbZze`cLZKNB5Nb(GVQC=593wQDSfkt?c6>Q*D4$8KgKx^ zt3@Y&bnHjv!HZ~m1lW;5kewOpmy5|WT3Q`nX4WLF``Id~)Rw-zxa05Vy_MY8 zDYob^J22m-)ef{(oy`1t(o(SoxViuGrPE-re&CgrU%q`b<+!uaEJG?h=8#eJ*usl{ zIHQHVP3J|w&+&Gd0ou29PQS5mu2@4(ldLk~4V_}m!gT@xDrdw}_{mAM(oMYL7e_&S zQq1FwI!=UsCk^=l*mOAt?&B0mP}=)kTY*qCI)IZFGX6<-Uc+mX6D8`{E#4bR8)a+v!%o&~D{_nHKBPSoaA6dYwkNJ2No z5GH$y$1@t&Gf&B7JL}dr6{S9I0LvBNUf+DHDb98s8^-tWhMMgs_MCn(EZsYkn+n?s z|Ehd_OjFGuWbfUk>-T_v#fsW8aQlbyYwe2vgxEhB%c^|WpR~B8a;4n^my5B1>)~=R zhWYQdp+H9o4SRbFgLx_t!6tS*t;%5fzTTfJ`Xkp$Prl=#h`-~ z1l7 zN!9AoA*YzkTViN`#1}d)dAK23q~|Q(d6+(&OTjy(t5N2V$z|BN`9lxeCT3gFWjJ5# zlkeB5^@877>FA6F=hh=F)D6f5My(|8!#{&x2>3k(RWqJt)mvv-sDfS z5C2+X4}VtJ^uvkSURxnn~!U zOjsD?w3-RFNe0_F(i~UT5mm?mV&IiNaYsV>@U9j}!txmqrfv6HcxCZRgs{lZ0KT`D zvx9(g143BiYj$js0qhivZFM%4Ok4xtU;%2nMvSqYk;|2p z#j@!Eb9@#@<`1YMZiE*;94%fhd=xoO*5j6nP`%_hUgccriy5mA$S=F4c2GI~yrX*E z z@XQmdT{V8fa##D471ZPhwh7{()n=2EPY9y$n=EJ?QG3M7OR1a;B%l@h^lHs*s2*R; zM|6P@9ERQZQz#z%+~V7W6~ApI$P{Vxd$^ks4v=RNe#|f7-8!~pz;eS1;jt;YD@uvI z5$>A*i{awiRl5=KEA82}dln{EZoA?MqS~pq6m84G&VW4RpY{$0duNC94Yw2)?{MxI zki7WXWqN2~15q-`{nB}O*&DWfuDK(CNEBQ_ITEt+PKzxp_(r{Mpg_q0g{d z)X*->cYAbYn{=-b-Do)w2h>0k&rM}H!a0A^_Bb$Q97k_;rZ(6>~0yVVH82Cx%BG8o`$ zlK&0@KQ5l`Fm!!ESOM44UA0d6OgXKL@egY8ZTm13qWAKpRNvj?)Ed7t1U*PDcmbc9 zSVNu>Q#zi-QlLV1quDeUc;~-6#i&jh2K#LsvdSTBPv4&?_JXq;WaHBhCiyr?!xJA) z4WIe(6ZNv`_~0LLtavhB_Zok`9we0cqRk@9ocI4hS)ZalD}y|w%f9$pS3AbBTCo7I z4ZvS8gNA3N^|#LiQiM#|rXLTe{~tgV_&-e=5?5;~e$g_&`VZy>_*LV*{(0;Xsl30*qgwJgQ07%hLrzd5J_i8eGi{~ zU6?$W@#ax`vl!_wX43PPhtoVFk{e!B7=eD{*LpB+bXD{X_4QM8@fAer-t1arI+9$uegWWAj=B}1X{sr&BRz4B{6nBI9y&BT<*FI4ZYAULNDq>jAk=m&W1n7Bs`H~#mc$tg)~kd&1jb)=^?v6v~FHZ<-R9(n7tg5Gz1xsFE#-q zu6g6~ej757OxZ)+Ms7crMtD9AeP4>9rJ-Q$AusPLxXuKS8+O%ST!MWzbIw{C!v;a8 zZg1UCO*R*id^s(7(AziaMzyD7O~>is^v0=Rc+{i25t&R2wJhKmLmD=v%W*)QT(ojf zOtSJgpbxp1M?Oyd*Xqly*vK6RzZg+I0pO{g%xKFvxgh*azmR!kIsFIUX`d=Xr^wZ7 zHm`FGa9mx*esV;fM6WEJOtL1NTd4Cw?KP6bH-EpizL+Se{G5w2TA$hlCJ>+3X_10nteba+UdeGMeX8vtJRz;Tdws|;h`Yrfb@;Ox3|!s5=t^!y5<7~>5o}=SBQ{5=;b~9 z7vJg}>gKS2RclNf47{oMv=x&ay|-0sKN7HX7IJP<*Zk+{8Hn%lTGQoJP?$f*bQ;DD zX~-5M{3E)Xk(XUvXMk~DwH6KYGZ`G*J`5{@4uFTU4R!TL>%m4X6Q~}q#V3M- z%}CDT_p%W>15a7FlD2QK1dQ&Me+n<4YG@Gq$Y%^hBkj5@o1;0m&+O5kbm1>7ZY*!m9 z6xNGsqwh&`^WVF{k2=n4i>3o9yhrqo0oS)-46wiC)QrQ~36`w6acr51oR>?)f<=gp!Ihf=V?9JJgh=5^ zqTLHZyF0$oAv=%1qX)z>H7^`j&(mmtppE-*=7J~ZSK5~AZgiqSQ*sryqqz=hv_+-+ z9%0>ga#c5%E1+}s2K_d@?Dt*V+#4zk?u}0K&L>O&sbw7w2zch~Vqq?h;_!w(8XEm} zZ=v;e<@mUDme)ntt!e*B{|Y7KB}l@t)mXM6>C8EUCHX{5hJ3 z=Q*>NOB9mS8#>}X9A%f57z-Gz%$+vgD>pPCTPNJ--PRja;7;*7O+>F|r%aH;aym6T z{YWqKCe2Rp8sO5;Wl)vE(9xc@`(FG8I_BAKKi96^Cx?Uz;aRp)1R{_hq`}L6a0K&U zaT&pUnR_Ja9!ZMy53YimA@ids(BE(4pJ?br6NEd?nBO3EerKU}H}&RW--s-EEkdjv ziKfnBLp#{gph>|C*9obGP$wod>4h!5CxCIEDboDyuG$0@hj}Cck{KT1%dZ-#^9Kn6VLq5ueWv+n?vEtmgF--t!W!R_!gylopY_2ey0vwAT%gbd9d9 z2aJXxJiw{5Z~P>D%Qp`FU02&xsMH*;Ll9%hL)lBGiE2Wa>}HuP$Qis{Y$_F&V-P-C zDBRN-PqLWPL8k&$P*t!q28rC%!vfYmBJpxLc>NPw_!B~oW@oEf<21&4EhRML z(j`1-m|-1%sMW=mlrKUI-q*Iv03|-wTRT?dk2h(seX=3i151B;rzwF7c!J;6f$67`9%LStceG0g2n9S_ zvFo**Zw|MZz!yJ76BP5;HaZ+T4Cv}!2-R$y-h2yU1^@jZ^jVas8$gIw^7ZjXs0i1D z^*0wngJ5yMraBbtg|}_BaUg}Q_BbNfdY4l$*#&ARt%r;n#QTgDepoWl)@tTQ!c}4s zr+{(y+tqd^uCc4auNgq#I;-vk!JlxK7l0T zIZ$u3zvp}n`{VrSk9eBe28Q(pB%Y*>5Gd%E+CSdLvRZZ-Drb$KtT^4;!~A_!3gol1 zl8RvxQ>!vlm7=dJ+*-AS8%X(%XPd7bqm|)Mt2%HF?kZt1iZ&Yc*7+(Rg7Fcr!x&S&n|dDusjM!1 zy{=3SX|1*B2@%wW&(kKNj(2wU^cji7)#I6C3kBFP=Ypl8rB7BpVAPlst4D0lE3DgJ zXz+C>adT!~T8rZ3v8$BZJ=4@mU4oc-;g)?x{{^zmfNf1p%JP|lzi3Vkm5vK$1B)`9 z<1_MAh+f0)tj{AoZ^*IaGFSmrVG~2Zo^&f*A=wMO64pR;et#B+I(M~DeQEZ%uc7@ zr2&~r$N7Hc1QQtna6oiy_d$s4pa>gz+eg3QwZpj3e&!vJ!NpHMR8>>7RqW>U9$Q!_ zG@Oxk!bf9c+sVVL5XaTiL7`}_y~V5v+wJLUJvj0w7`Kb&*d}bc_-p;e9yG_i%fne; zNSVd&qDQW_5}n|JS`bF2-o(7H(p?skJFr<3i+J!B3hfR6hgA%iCGYr|S%xJ!-o4N! z{10^|s8F$ERD1NZJ?(X40d`2_{*b12gWp`^#o`70-l9f=iJNLt(4_+vziPVwz2EUm z>ig|&ZG;BD*OvVjNYv7SJ2))yF6sDe7!tWX?%Y3F{wU3L5NTA{r|*1r$H3L2a!C>? z$Dt+oWdEt)H!?x_r|hRRRp!8Y`ms9+Y9Ozrb_fGyFp%l3&-(I=d?IPy zz%^M3W6K7d>Z@^^V;`4f4dW1c7w*)i*7XIPn$cm93YA|eLn|>BE?m->PZmivsROGv zE9Z-;%*;&8*%zb`UqwvCYXzWmpyg1i%fDi7J+!YtTL8%A!pmUmz2>UiKL_ak&bu=D}9%ll`3 zGjlJtkBUV)j|5MgAs5jl&WmlJ(~nmWw-B^1S?_EL*A!A;gO+K`9`rY;iR7uOR zJ^a(Y(74`qxho#4dnD7 z1U~F&3^2OLJ@Fe67i|J>yZemh>IbCqzz-3nd9jZ z7bPX-Cy3V;32?_7>1!Xn5{ujqvwxTjw1-^h(AI)N_B+zuNtVhOT2ed;8cXT%?|P`$ zAnwIg<~*rW&$hNNs!&rlGXGZWFqt1zzxjO6<5JS?3aGZWnRil*&^=gG_%rg4a=YM> zNe*KaO~#fh5FWeSojBv%o;rVp&ES-6Mf-UJxIcu{J+I~%#BrkF9zjnBnEJPSiom>+ zQel}i{_ zfNy3UF-&;Y=h&3I=tn+)U`vm<6|f`mrrht}WhqKYx$S3Q-FE>FA|fhk3Wwnf$y!Tf zn$h$Lri9S=`w7h^Xs11ksltd(Vg%B1>_762!yO`=)_4@rJS;|ARg$Envp13&JjeeM31iz+e#H| z-MVa?i!d5G3;=cz+(@j&wLgl%x8J0WU@vgTk3TR{n`|!t6}l}XH?vi3YKW2oAnJjd z>#NRxQ$>;A-OoctXX;MGSxJu)w~qi%9CTVxxTCT24aNptqV3Oq#KCSYJTyAH6d_5VF@034jy%-z`v`5yhXR&lA z9-MiJ6n_8lqhh>$WNpsH_tRlSiIUM#o60O+?X8ugG2)TTr39N?N6n>>;e1=dqQ@J( zjdsOI3(~K(=W8CT!h~&LI%S!aB%OF~s%kg*SbXLKVf9w`2qW%8V{xsRTj~eF$M2yP?1juWFu(kobqMtB$?P9r+8lHK9cfK8di855QhggX-eYjrZfpHDfjR z@IU2eekZ(E0Zv?w-U4EhAc#2aKw&x4QaR(p6-tW;7KCriRnaTh!*|N>8s@jVx8ORC zIuX7d?d%r+FoJrYz!_hSmugGH$_It`p4RL;v*exeu3%qPy$N9ZSIOIct)Sc7e{+7V z3HP3V?)_(TKmPf7bLi^|2QJ^a03>F4w+ZJNH?K_I-Cg`9nqZt?VRQGNa9+b}lN4VQ z{Ny+f7*u(P?(P1l&b=mwk(V_Vpb%`M|&i*JmqvWgWr`jLqigr@}P6_XJ>} zNVIwr;q*mC*1V51(?b)1JC_gQ0zReUFu+kBf}2+^eS(?E{BN;VW2|};TUaEZEk_I6 z0sJYPKHb{r3N56+H$BP#lJHK)opwmTBM2VLH{HZd)c^|`V?R8?@ zBvy#XAJspJ{!wTm?V>A|8}g`?TI8F}dQt&1zs~FO4$0@}5J0EuPzmi}o89&wj2YhB z^i12BL)hYox9zzKJTM@y4yR3Ju_oc+5SwN%SRC-6qUq5en;uQwP_&|3k|I85srR4$ zP;T6G7~S=>#T0d@@m8^)*`e*Hyt@I-X`@E{@cOJv_XBJ_?k0lN;TYJx*^QNEGI@qTAY{={qvoF+d6MXi+KWLkO!gicrn zD7};}1j5?>$c8e~Qv6oB^I^@ZH0m%VwYo3Aa<(~84naDc^AQ)AL~%B7v#c)NDC}8X zT&!83*y0o2sxJCPo$~ZHDF2SMC5?6Z67D+gj(6F0doDDZ3?H+H`zK~ayA z1EUCe%;q45t%JN}g4Gp%(QIYJMo<9iWnt?hILfS8cW(yA=?z7)W4~&esoFhs3wcg` zm#-#{U{`KT+wSsq?~UF4+4{Suvim1!rK|NVLjyBkIIzbl^Fn;2&oGz81E1Up+l7x8 zi(VKS%H6NKk7jWZ#l#O+snz;a3FUGEa}CN_!uJ4FZo>K->3t@mfK-s--u{epnZ&KP zSbI|(HhFvU8RZVhW-0d(xfI%o63^7U>Se0D*0VM)ku_`U?Wd%5Ayw*nYmWU+bEO%G zej~B_JpksKNUD(Ldx~e2O3#?9oRYkoLKS*gpddnYueD!e{8fIs<2O`u z>^Tr^w9nBbB0`LgW*PzyxJqPY`9qTCt*K69i7Mf&tHlsw!~8C!%JR<1oTypd_cCbx z;J~(P12FAT#`!fwy7>hOMECEV}^nUVl|kv7nAqkX3_ zYbhMeQiB-a;7>)A)U~C(S1yK9fvdl7LHBXe6yYwcU|St30>>{rFv2 z%%;Q0zZS|q0Ix-6%-DK)u^{*ITH)t>j-ZKbU0&;sFrN;=eRG;Q>UbLPTi62EQ>T*g zJ^4N1mq+3zZd$D}EH7|hslUR-@)(9d7||DmnUfsgA6l`c@0J@Y8zQ)l6Jysm23xFc zaKa*q01>>kxUTZj=~oPJcUaUW?XqE78o(F{D|4BOG;~%PIt`9CVpy{rl!ce5cQu0V zFisWaP=Uo5G#?|=X(0~mEriWKS0#eTf3|f;K_4R@A9XfDt^8sbYbv8R^$u|0kheJ; zs(+s^QR9+6BYH2^OsX+ne&xo~fqA^z3e3vD-K=NehZKGy;49i;#fu}|&?{bWUGx!?X)+jBdieu5OC|^Z>Fvp;EaD{6i2Pfw zga&!nC${nhjN>Pb)rZdMtt8{jtQ&g!!of$f8;`Z&P9EtQPmZr=ZLKvQFI7Q3Z?GI$ z&L0nrBbR)tGK3OUUwR}aM9~I2OXNn6ghp9(d#XLqGugh;vi%v6yRcAqK33u#_b zWgo_5&2ju&-hyxHY+QxE8|3-FDXTEogrYT;h!J?nxIiHFCD+9~htK!i*MT<}hB)UO z;a;Hq&^`TWygBlz7K*x!ppl8dX z5xvZJW+C+_S>XsB^RI_K=EIg%{dhbrKqCaJLx}0hZn~%s89cbD?br!2KNfA8C~%9A zhgM@a9kzV5w{%d8j8fGW+fPr+%VjRJA^5ey*!(2Bm}?PFLt{Ei#As)aS83E#Rc+JL zft0Z`9pgww8cdZC=Q2VacurA*au4@+ZdU%JL{W4#-vNxP9bo`|03yvAfW~C3_vV9I zM82~6UEhUJL5He&JDFKLuBoZ%2I%Ji?rFoCMb>5%L!71GLGzrv7z%K4dwsa!y1JnmT8T+Wx98HD$DY16^MXc@Yj@m;x=YzO( z^GFkClM<#;Qk?r`o$+8{mdESs+t4hTkB+fjQ`<*bTFF`2S)K%dYp_B>paqdpxdb7e z%6Z2sdcT}^Vd^Ng-tS|S57dBKITK3J`rSMHF`rr#9V26`HUGuP8nq1>oQ1PV$pkPM z-?E_{>vyOs&DbpX_tI^QBD;aoJixegE&3_+p+JD!orWRI9#bg%67Ps29hGCu4mu+s z`A7W-!m!U-dwtvCMbOx7B~li9IcMVgbAB(1?Vhw7(k1b92j$m(#5G9N>HLrBW1m9# z`MIW@G*{hx#CCXKEuRAmmH`({aDqU`PnESG#THAd%p}|5aAh50A$(c*<~gT9{C{Zs z3b?A8_1#TKhe#u^k?w9`Zv;u{?(P;gU7`}wT_Q+#NrN;}B3%NK(%lVrq2G7TckVgo z-gEBnf7Nl%UVCQN%)B$Rp7&Yr%xg%BZyb%LQ!)XZFCb2`yUPnXEdNl(yUuPkGgOPr zYa6~No@_ikPod2L|1rPOq^V$I12|13IDYm=iQjsL^V%30MLPWvXL0I?1Hf+q4bIHE zLTx#54J*;BG!IUy3SHo8dnu{-=VO9=gRQ#m&3`f`-I$t+3^M$7VC=LH6-A((9$j@#Qn!I z3=GZE!sY1bA*F?D+@4Z0E#Bj=#~dmKf&DZN!)3H?3v`Hv#ct~h88>XZ*rTaWYwdqD zd_1=PiF_NxUp(Rx1ZAG{UX~-giMulrwres3+#Of|exWT(x*|hMHKFU07LAbcYOK>W zjjyc>tsga!&J+D74g8u!AakPIAJq=+-~;)ldIY-6)q!s?BE|3)F{az+T;F zmuGQrd<%~>VG8~}XS-y6RIac>-#TtnCZxH1JiQYi{3}NXF7}1Um_D)(b$XdkX##F~ zcN~jNk|bO=`GF%4LO<7$*b1#ZZ8-U1KiMu>Hr$ITTfOK`WKOpwxo7!mCw~TY>!n)D z&5naj_4Mp)D!lT!rgZWA(CA=7%f&s+Rxi*xZ!0-VLQnU+idh&O7%0}R-UMruUSD;C zXHGQ2PP7sI05^J*dTt*|!MmO4li9vXFqfK^Ke<&5tU%HaAHb3@O$)W~^|uBxPRpta zj0bRYKMxa|Ao~imH;!#avZ*2yUa^;$f;Z4fzZFkA;fv66Xs^aJ%JIoJb?3>uA2g@w zX=%QI)yB5B3RfwoX$5^l!+PY+BY8~Zm=uVM_1A>FvuoeM`pPxg=NIUw$8W&7r%U8! zU~~h7vvcPJN!abWW!s?v5;Atvt%Uz|=T6^I zA~_q$osV2Ep1f<^Blo!pXUAB@o&}DJm49&36pmk5_whJm&sHD&gK4bqSS;tT64U8T7P?4 zrhQCBZ0}7pCvr3LxXNN$?0q2MPO`VHEZ zSNYy}O5U{MkDhwm3}vwCyNvfnUT^K!ulY84UpO`T04FPtA>>r~jnQC_adR%g^3Rro z@onm}9*gp10@L%uqwg8K#bMpyIH;FfhCQ(S`Hns5gZFwzsr#=EHjzBRXrDD$--GCH z&<5Hyj%Rih4uvUK@$9J~E5M>)y9hU`q7bn|^3>I1-wp0=_x+|Iw8TI()sF(Lvz za}5)4-{a?W+e4&ZrVH&I|gIJuS# zc)4-#ogvz^rNf)*@X)6Q)vna+6?|Fm99UgFq8$90t_7Jf{cmJ{$d3RR71bvJzclj%;P9K)3cmjHQ>9L75ZZ;Zhwa7~c=rK$- z-%b0@_((GC;`u|$Hy;#0Z*s`_(sC;!3nb;p#(vyGkOF``O;1~Tf(%U|t7gAZ>i*om zEmnih<%&gkW(kR%S*MygVV^zD5~d$HdZ{%vKfM7%xm)_fR#zQwlm9vbW@3>?G~ zNPN24(a~XCx9B*wxS&&_4mgoQUaEMzwcarR#tNiOnEA41S;AW-y;st?Zvl7ua?#7O zC&E$8Ia8p@Bi0^lMP!+7>1-Lb*d6F{<@osa+8-HsOdbYc;$KBh)Evr6S3!HRyF%4Z zoELzdo%dh}+=Q=BWRTv#O$Ww4o%`wlzRB^O7r?+^)-7jG-ZMqNCkIQ!8m9(YTQw*J z{c@*2ntgrvf%a&TOD~(?sKV3zIfdIzn!3y(U4=cbaAB<<5+u6a)-PsnF)8-lhDw&o zK(-j3K0o_}Hti|7+qq!)ZC6tPqlpZ=Y+Q8W4Acd(}4^>Z>*!mGn)t&<+ogBTj)u=Qj)ir8 zbQ{d+gyaj`1NN*Tovfv2%B0A9=d?4ze?n4{>1)3S-Fu6h-Rdu7_Zfe@ux_4J+W!*! zI?r;*q=pV)CR?9>v$Q`DM9i&-E)+BfV^kdfk8xc-`*$ zA^rNyDCP$-c(4euSwQ)AcKhp*$h5!+OXzJMdY5?T zt*GMwBk6@3PFinKTScsEG;l{6=~Mm3LHaPTwVw^p1j z(dH@Nt3-e2@$9tUem=!{V!S}w%01BvM|+U`==h1t80Gv2wc>DjV&ai_1611e?X6`x zPX5W{SgST>p^ft;W#mb}d?>x}lOGY@IQ2YPn)0mdBueuvtOG#jEIQqUbg09=hDsMPfgmI8dQy0HQ_qHc;=xQe*z{$Y zey$=NA|q{eeDuCz+*U%LbwVL*{{6f3J^)=q&HR!TT_3$vMS{4&KH1}Lmf_-jz%?+H zc>(d%{0w>TQ`b&FU(t^6q*wFK;}h_H%n3d~$h(Au@lTEp{1jOzyxOYYH6B}+VswN{ zk3s5VO+$>u&;B+26vA2$W;*22sEvc{ScY>QNt^4-$rC=u(2T}g?Gjq1%a6V#zNi~) zosfv@>2=EmF;!nOje`0ko2=@0>MAdgmvdm3k~TcMiLe{%{&xYI=Q=h#-@XRq$!5zB zDwqM53_l$kJYZPi1*ytx>Nn2(XVPd+Iyl5or0z$};5k}t^mSc5HD(JLJnBtX z{#0N32fIioiX3R^nyg8>t5=tX)CO`1ISs&FH1pz_>O&6tyde;B2y2;7SC{L#_+)(q zRzXknF|&77%2fZ@IA_V7*|YfWJi~%OzoOyDeI|KTwUK3-&F3U;3M=Ra24_o<+)q0B z=b5nU@TcLtpYLuK-jGxF%9lraxWD`v873q)P1leYILdeX`z8%O zn+wPL^<6gLpS;=ITtY&rmcXKb@bWeUvm+8a@0&pzn3(v<&a&0sO1vS^W8<5zZO;;Y zTL`@F(xAT8+B7>VaIDj|ej|M_>n4e^%(sn!sjxMT6GELN{wTX+7W8=pVd7t$oWpqD zp>UI#BIu?zD*uRS3>eGTr8b}IGfu8teva0NvYo`vgnJJ@L{rXU6gX(2fJ~l*Cf<}> z5jp_3#V@qbAomr2uPi{9UT1N1uwhT_*c1>6Np2AKp6eX<3@Hv#hgFl)B}WcCAS$(9 zmrU#-6vNoKeC+r+l>4%6)=%mmn73H_w+wn8M)!rkeyvPC_EK6&%S?9QdeYu%P&jEU4bOUG0#mvu%lT^6)c0jkPm5lSy{pQUGN{{w29YomwZl3o1`!M}3JsHQEeXJGmc*fFKm^e@*gr_1LuV|__{SGq_$37$fTpa@se&k!)R@2Yob0} zN%HMOda!N}{^BfibAp5;nC1XHI1*RtGSA0lsx@z{rMYT-ve#6PnKH7t=Dnr<%7&Fm zWJJ>?0A$!o);qmde zR7P(YteTo|-?}dCtzz$4wQA6f(w2nLXiVLj%oOWKnOj2NM1IS(es6zt0@4vC=To)i(XH^6K)DaqQ>&zZ*mA#?uS?%mZL53XludlBo zgS|l_KbutOPM8qP=r3I&eyzRWIPTt)+rEyVyLLOkjg`W!{n@Vl5b9_<_FDWzLIWo{ zQPS>EDKvkO`dAFP$N6G|MFD!$-@}{AKyC1wP}4{_G6nkSnR{&OTJ7AS*;jk*=A~7K z`Rj?6X0tVwqZZ(t=`{Bx8-qrpjqn%9$jI`k{6>@MQ#4}x2JVXiFIel}j+GU^T9M5E zHpVJ89YpNQE=;WX;ElAFQ(z;hfYUj!?NrG3n%@BMbc%5Aq~k-G+bSxUZ#-nd573On z#3H}-_ap98MM5FAlLnJ-f((mnUke=!O9H10q*)C*-VReq1_lMOXecPyjD}6xm_Qj( zrLGiXQ~)Ava(t1g!*nG4yz&*MT}n#I(!7E1O1w`SX&Hg9yLE~$>d(pRvUD%|jzG*y z)5dIH&eT1S)GfomMc1EJA%xE7O6^Q%$ZnGKm-?5a1o@#bIL0b^V~vz!wPq=7~N5 zc8zUiOO1LAx0_U*S+074RcG%RU48VIGwi$5Me!G`g3hbO0g)fL7OV2|^3LPgnvWhY zW}ILHdu<0Y!7w3_ZuEx4a~pZNbhKBuZo9kWo|eM!)~D}w$<(0ur|g@Ji-KJ1$T}#1 z8HWm00V!SOy%~rAEid2!9eTY_gqM6+5k4wdw^=(y!Rfr!GhjhD&>G%+hqk9 zosu8aUq|(uO+x~$ID@r(UH}Fw*Ni`;NRBQ_&PHAgm$+S@ixcX>R=0`K=X0WuZAFrV zeJ&%O-p;Vyt`NH31bPX`PuSPCT!cFSRxzQo!yA__SL@q*lHaFEgaLO%wJ?n{S#aO=ouPU4VOM)+F3=_hWa>?fr2O zU)GXDzHwqHbb7`-9Rrx*F4dB9=Px44oYsdjZYV=cnw%{LOLc0o!tt{Xo`J2hp{EyZ zpZHQA^J)1B58!1Rj5#x&UfhuDf1V>t$NZu}3o&__JNC5}KpgC4Hk@~*;JFh7$E|2@ ze%?m$yYsmNfY{iE0^6Az_nIvx*}9^trq(2(m&297B&_HKh_FP%bocX@#bEBNsgq?~ z^G>+&aU8B=sH$gOe~rc6R-xKmozqG;*w1$D%^KcF30_CzkKNrhKb@lRK8`KfOQQ^= z&BU{~saF3%z{t(6igu2qCbfC~d;G{Rrj(BLJHW8Z?X-WgI$W?pKHI?#EfP{*iik*W z4sb}>BX^xzW-xf@0>ipAGs(|1P@3CG^YA@85(4abr*^1xOG{f=_2HN%0cdxU$<({1 zGz#n^RWH@`*j$d>@%F+t4QQ#ZIceA`t=x)ykrH>Cm+rZl=5_n@?(p_1Hqm?c5#iOs zK-B@XyLlAjPN}9%0^@)%7ru>}E1H%r5;&vv7&vp1+B>+btkB1y9pGGhJoDr~czT-t zJo7qD753s)g66YJUN%VxB_bl*e?L4<6K*;3Cy`!c!Xb0_tHc7x=TM(RV3INc+^hCw zk$Ppl^CWA9r?uziuq3$p=&#i4B$c3YOUCnFQ!QZk;?!Uqi;yLBdClpykH{hkUqIIE zFZ_ByoyUDQ^|K=9YvSA&hbGHeE_ARf5$#Ef*YOX4%+f0s>KB`u#pjzE4uFpvxVuBJ-wpN&V!6+AFqfVm>?8HndqSj^4DcdUC)~0eFctf} zI&A}Na@p%Cdv#8{WC~3H40T#A$Coi@amF&CyDI)CUu&rVWgjr1(ST1fj4;f&%3(j( z#?3I0+pD3TPM3AqoTH5&?C;0G#FYDRoTqia^|`ydd&fJcqZ|wG#n@&_@qCuK?3RB* z7KKWTvlcvwOXQftX7^H^X(ccdJK4=Wtv6pxJ_p!kXiDIC9jT!EdSOwi;Ki`??M?k! znofmxyG9f5m0J!|?v^I9 zt=+M$8OX~kXr1S3Gy#nQ9FCM4)XwecF0l>n`(5XjudfXPj5&sb{&MTdmYDjGO#opP z3qkDovk>3vRw+vED@_7IV8I!+9Z*~x&XP=@1I$A5(&hwsd7rvX4`@7wEhXMWQ<2Pv zl70|}l461w@Lb$v&HK2hhB==Wg}n97tQshHl4CKuN^j}QhOZebEx?#krx`b&Ytgow2Lj%j=Bu}6p0Rf0(voseT`j# zz+;w;n|=r_&MR@NRnUcfxqJrwWsPo7^t1P?8%FEwh2e3w@ix_E+J=rJ@%PrhvYd#N z$qHB*tvjkEF%EvzN6)xlKXTVrT>Rh7IZ3yOa{WIDDjy8nz(iW?#Uy>Voeo^bcBsRB z%40O4dV`K>_xd43)C37~a%#rv`$e-XJ{sJl6?t4~`HI1!`R^2D!fSwlj2@8B<6>ub z{GO9|IKx7&%}Z)mGk_k0iCv0?+#WtL9uyQbOx^~m*0!@8jY_8_Y2=mK?eq&nfHUxR zTqxChipoVZB~T3*FOb_)J$zC5eHJ((*&cin_C+AnAlfGo{CHxgGJeL1`9MD_2$2TfOv4Le_l8FW_;9-1g@EC%?`Fj7wz~UjB zZd#89uz8pGRTkoSohSP=naRlExIOiUdP}VCdRuSD$)L+DtK#@3-4icu54i#KvKcyr z7D*ObU`Q#DVOJ8$F7iYtV|!)=T(0Pbd_R6;@35#pTs%s=qY^3B$^MM{WbwgoyUJ1` z-*th|QEc6p9H&a&jbQkIO6Z{3s-)hbh#VD_e2^zJLU*z6ENe6v{HFwX<+~7uI+FVF~$C)GCLxq_4;(iF&uPAaW0{Oi~ zd%dwE2)}u<-1UxbD!sV3ONcZurGHh1nfYF$MW@LV&6mg-=~_N-D@f!Z+fd#cMLe7y z$?I{ko$l<#$n>K3>$Y*ICr`INGB51y3$7yzQRmb(uoqwUqj!DGVD)uWs zJ2<8g(l*6L4%<-HL^C#nMh}fxkz;omxw;apfeGVz;x6y2%%f@zad&7Uy6PFQb#52f z*JRyJ+3Hl7WfkK7!@%&J-9o4{YSZk(0_mv}@wxt(nGO7xCnQ73YEss zun(cxd0j#uD^P^hn@)#fG6c(xZ2F5U5)y<@UiBD>YkYO#NLhKbOwb{wfNNhEJk?qI zc^Gm5*kwBhw2{p-hYb3^R5Qi7%)t!(q(B9_q?u6g2UM$$d-Cjku1#;hq)A=!nJch6 zLL@zSMX=$Px;gFbth7rAvmm!Dg4%{XZ}j{||G_IE$4Na#B?8|P-VmL6X3Es_>gfqu zC35Dld&Z+hz32ihbor{aHBfwGEt&IK{kMK#1I)80H!4PexRi#g*?oT|qK%f}mpXsX zo7p*!V6{$>weicP9X;kWdpw;wMHC$Z<*lKjZx}ckizB|M+)1{}nqj^iJ)GJ34tV0O zpP|dU#kl_NI-{XU+VahRFoGbz7-M=OX*x1-A|^{G`fYu;0y7aux1U$X_;hOVAF-n-N=H@RAUwS zDNFo~c$0*lD?jEWgPv+SF)^xZX}6yA(E(rpzGn}P(=o-gg#d5ZZm!N6XYz1vtG`=( z?Mdhd02&n)mH0~80+_#iZ`1^6`O?G-FTVn5ktOTuS63QTnVkX`ge(`bkSi{lbullM z7jdb*RSU5vW47CKu)Be5SuxYC_=wLeV8yh0HP9!(SLhzkn zO=c*bz^{vI7la}6qoeurZNo%U5iyG{4WB%2h5UdlEsB5RNK%qAz8zivx_-B@7>g&! zqX)Hg`Z8AdXHt;&aqrkp1~k0r1W)Tgq0q|hk9$HfugB04{7{KTHNO3-oX2gz8kaEK zrJ?ZWXh@B~@UL5?uNhc2f3Hu8c&HFpV*kYqEc5rbrF>?lzh`YliRbWOiGaxRh!b8FHD}|&A2RjAu4@eDxut_-B!+@V9I5;Ud zIe!-+!9~IGJE;T*7jTvPS2hU_ZXnM4JI+bL!SOrB4-_TvJ1PKN{B;#5R#U;)+RWs> zWH~dK5hpv47YM&^sp#ZjqGATqVN-lA!KP~F4r7zH1KJ__`$O#ahqN9AP>h_Jsg;qa zgS!rpm7PL>mz{!#n_Z8BO$?|t&}L_#M!)MJ>Ez(z2;A*gul)MLroyJ`WMuE`c;7oF z9&CU^%I9XTRwic3lA=J#sz%1nKoS+0lZy%LcMm#K@NhyPf9>!4vj6OF2`gKenG>6Y zEzqCO%}g9j&Ddnk>@8rHK+AXq?(_XAFZa}MS~?EPHIIDx7VcUlEAq|s#WxKrTFpmU zwNqJ6x#2?I*nvOSEEBo>97}lo6Il7UvRP|Z_}`g)#HP(~Tdp!YmCQX6oPSdP*2 zzU{f)JVV4Scqqz9L;97gtr*9aXXniKDgyszZhti1tkR{0?t8I0K{DR7{mXgp$-SGr zc@t=BVFwEt^*XFDNsad#9)NK$KBF7p5b(6|zqbxTd}OKb@Fp-~1tCklE~<)kyu4T{ zzNCbbnD=u77=Qamug3O#qGTs0m2*_*JHFt=1;&Yigk56lsBJidF8%DkBy%ks(f& zG)~DB3{3S231@av#qQ{GOO!%NRZ5=4x@X$if$Dt9F}4)UB(L*P;-%#HKVQ}qOaI`o z2=8aKpZamj52gNcl}O)HnQ$=ukcd=TWM9MlHb)?~zRYP=Hxwu-d451kj6a2Iss)cO zn8WnW10ogVg?1VaAt|6=svN7^7PptgL8kecZl#Ij@ros`UY_OYIkQ5$g;ev5zlCb( zfg{ql`L=2|QTH=n@E6xGbq3e}+zd zu!W2*>X0^!GvEwECltGrry8RxW8-0TlI6!q$)wX(#8jgkWJph}05@Yy^8;ZePtkC6 z3;TyxR!L3_)7I#gC}vsg>k=ALlfoq;obhV;FWZf#qA0b|)D}d!;*8X6j>mtB*nO8+ z{K)ghIF3Ah2DG6sprL-6vyQV!cI{PLR&ikj9E*o6&pZj2&20DkU zLNxPsDu-Kvud5dxepZw(`J_9?o;G?xr@r?{)XqdHA_MYCQ$-H{Es5Y}wlL2jE&fwU zdVcb(_u9Fq)ft2G=svYtpfB=ds(0;=lPsHCV~pPV(gcZv zGg z7;NX)0eU}6rhLbq7x^p~eC8euP?^q^jTbxr37q_aFIZ*A0iAI+nZVx_l>OzHCvIIpqu zy|EC3ez@xR@A=4-x)IyBU!Q#Z)QBP(f>gZ4a*8MKz(*HKGRK`*;f>)f=4vAL^mb5+ zT=*uSO72Sqg`tgdeK8kPnm+do|EcRpCJ{J^8MBEiY%EyLex!M_+%Fpdqy!C9f z4yI0w(+>70EP5UVWiXxzWAyDYaC;LGPi4;O=R>l*=(q^>j4!SOju|5u_s(>*_u+ z+H1lrkc0bx3*Hw^-iMZBAF)JntyePXi_%t)dt12l?Ny)9HZeO&&h8*UU1+;%Ml3G;JF85+SrMGUCI*XT!q zdaU0w)V-(Usl1iWg{%6jWSY#?gG;;IdzTZ1@CiiC>b|R^%#Q>pTurvSjoNEBh7URmag&zc z5?0xEbodb(-Vl0wZ?m6qQ>8vweDfqbszkJBC>RGK??|-FUML1^ZXpGulbZ8q^FQ3V zWsxgoWK&_UHsKUaOGx;5U2#4UJ#~lhLgDG^zd>~Oi0e;;@e8}$<1scB7h~8xyi;{@ zG5d8@-pJ1E9;2~|8abQ&N+K%uTtQr%N#z&VQvq-efT~!O%`9AOjhxuT?E!pZWpBZz zVP*f!-r4GJ-|w?NH*+>|vT}quI05L13%I{Bn}n5k2nV>Cs2SX z%+i^HkDZh6KIK2cqx;PNRQbOb{|j6Gs`>x1vH+s8aK68>G|b4>%H)~7g{>I{JKHm7 zlY3Mvz|Rffw%>6UP9AnPF(XGQGb;;A7zH2j?U}2^uPOr2jgw8z$o=;hPF@bKUw7B| zosyfKolWzPT=!+Dz|8E_fh@n$i2lNtEZjWY6!$lv;N;*DxGx)knfKiV;65|X`wrm$ z=MK0>wExrr|5kcj{~$fZf0CZ4gRSX*A-X>x`o9z%5C2~z_Y0o?qvY=M{!_*OjpY7K zMgNDy#>4v$V&nd+*!cdn*m(X?Y z*nSV&|3YxTX3}5goB-cn<{U7`|2F5i{?MlWTKD_R|5W#XExCVR*MBKH77mX8cG7Y4 z3jAGq99$fHf0f?9o^;&2f0Z65pfLWLbQ~P)y#GpizckW+9J}}P@E>~Me@+ShyIRXb z@#li~7ghF`n#u``sQYlgZvJrrP@TDctImI10JL4M|3BL9Z&mw$NZaN5$Bw-(`_GR3 z_u4KGAIE*RzbLz^ayBy}51Y`B!K-zT8LiCS)S3KoG;44lp=3W-l<9fqVmCR|X;+AM zxc8K)x&p&q<^{HZRAYa4GvA(7yd1b;r$NtE(O_V~hV+SHNU$k}C%rRbHwtzUzo#4g z*~_>OdQYdkL#bYWbLLomJ3*#erm(bb2UxMoe@o+_jkTS2**P5Dq?$E7Dcy2)tJOL> zHjCG*e!t^0W9N4E{bV_a^{u>Hqy34Zn&Kd`wJ<@2II{a&ogXMIDhQ?@wU7fvu~9zD zg(JKvP_*4`=NPzb)i-~#9Yic@@e-EBTBQ*wSfTGTVLKk1tLrZxrY6BjA36NaUx==-b{>^L4qfq}JGUJ|U`w|!H$t5FsgtcPQbI0X;4Juu#NMC6qB4(v^T>(hLD zffcbhJkLl$pPKn9T#daew;9BX*ST&+#Tv>CnMXaeHzs`W68(y=9t|RP0eLMrA^g3v!$MylYH=T-E z&vJDwbIf5UpBZxhYe@8KYW+D3e}SJrxTL==(7z_x?^Tk5i-&{lj|V#!2QR=2**Z9> zI2xIl{hjP#6SaalE1EfpIoLTm*xzFceqizaMdmygQ~iU=kp}oACr5{Sa)$z-gv{7f z;~=GnzvK5`lyE?Zzy}Z|piz4C_xOD}5M1C#5U3*Z zZU!UW#l|Be0h5!FkdjhRv(iyeGEwjitsoo}I3YL#1UO0% zJPsTJ4%}TQ2n^Kp0niioo$<#XICuoa2S~^$sA%Xwg6fALcsK+EctnH;4-kRo!ubHd zgAj2ZJbJ?M3<+1s2$}LF9;bhF1`3sEMH{~I@IEz{vD0f*Gy*~*ViFo!I(i01ZXRAf zegQ$T=i(BQQqnRis%q*Qnp)Z>re@|AmR8ozFc()hcMs1uZvz5@g5QP2#Ky%ZBqk-N zWM*aOv-P7AQGCDRsF*)^pdU0v_=gR8Z`o`wL;nDHQ z>Dl?k<$b&0KnTB^^|zM&Z|%YX+69k@h=7QE-!3?KHy|M3AU=4)f%NE^60*@tTuM%V z6g<)BjEXi?DlX-Hd}F6!Gy-bwMVf>Aru}N!f7YAIi;JHAM))rm|N{{n`ueK>5*kpl0Or zVRPh^VLkQg1r{BtfL%P6PV^XU$Vbm;-4Y5k`pj4VPl4e;ocgd>>4^vFqAHf0XI_vu zx}Aynr_IN-jd5m)`C*>eo>scp>>*vdMoBwAjW!9YKJGW?ap(;*%Sbp=!G)X@d=^gX z^@r;=(p;r-U{Kd}9vVMHTYHTC`lsa)&9uYd4{_Qm!+r76@khN}e9rA5o1?45AYXiX zq@rlF)ko)IGCg-7NrcVLiEM4MU>61(6sDf(HzC8d!9s;4Ln&(~(8mU?^Clz90p|Aj z%Iq>XR)-(!hri_ViV%dK%xDlQr0^h#htO>6wU$BcEVK``SY2!i%pIDazokDVDlU4L zotR8xF8r0(3gd*>{&-92YR9-s$VG{sT8;QxXR%S`Xp@a$0P2Rrvl3HoAX7k{;RWwQ zzlt!Hz61_3_Q`P2Oj`lnR%hh8zn2-GF)LmnI@aRnS^D95!b8m|Tvfy@+qay7l*mqg zzEzL4q=^&erIC0(*p@r$o0C^+bT!fi4Vv}R@L2TGatTLcKqdD!u}!_L&T_FM8?TD$ z3&@Igtr5mlk^TsA%dGYm&uR`T{$}2~jSRE(D%j9cd)5A*kG^`KYC#gIT+qr@U^)~zY=)i401dIYzf0(%*YdAD|-UAi8AB512Iot+f+ctQZYdM znbk7w%-??qSM{~-V~c5gR#?39+QD(T5q3wm9rhnO{$^_4a0fz~&1u(LKZ-J`7ZnkP z%kA_CFSG(h0lj#tuhOIz*$x${i+(bHfP{p{d4xJd1lapK;uj1oz-U-p6V0lGXX`t)3CLp3`j5J|1gBvtKM>O|b|!i0xjvAB7cu=O+9XUbtF0@)m` zFH@Wf<2d`iP$Ac81mR>B1ijvH8DdsM;7eKu zhA@DX#PR;)p!`Z21TVb+C-NW|^hg1Oc07pTE9baVP7&8;YW(rM?M&IV%Lb`lw^=H);v z*Vmq-4OB9JHoSGRPtS5_o4?!0PYZ`#CUb@nP+dayZuQN(EVJN&2arXZj2? z)#&!#LUrW!QA2T%<;{dU;tkdVO`SYBrx&O=1bkuA_H8d4!S23D4Vwpu+ZPOHKTfes z-SrDBQ*2k~F0KnEW64pWi<(^A@^_%d*_WGwlh2k*Q90n{CJa=s?jJ@oF~tjuw5nnD7-OJL7O%iClP^v%?dn_nIaMX`pxSm&@K43Nu7?4 zHs2&WI>%|(sq4KsUMqcO2SV^{jlymrf&!J zY4EQH7Rohr5#0xZmvVquTR-c3W_)_aGr@{4LRJv!-#SQMwfUXtk#s}YD8uXnnh4OQ zg0&&T#>`RS#3XNGN+*eTC4PuR2fk4Zr1|ZEmSAZ`UG-;Xyk*3-65|<z}FDU{{{l}b^Gr&r!Uv9HpKI#Q0tEg5wQLB=Y zm88P$whSaw2Oi0fI!q!cRoV6uk?v5f{#a+{QYYV>7}X%Dk{UE~Bk8<0>5sBN#5QW< zInXWH9G~Az-;|q*H7Itr5*(A)9x;59jQvFHu;d&k#m@}*<#kM4Ww%fuv2Rp|0 zx{&`u<7&XumuE$v`M|rGsu7}UXJ*>!yJ!mi44rqLowO%}V>~?EyaSc4X9v2^YmT1G z;|kw?z@=$q%w1jR=_v9`msw3&8IkRpqIxB1KaLk;PmT3~QSdSamL<=~WNJw!FNde3 z{U5JL_p6u6a`oVe8kb!W#wK)*46hpeTnH7=C)rvOP9$_Q$+ zPLb1E|9jzmL3+GVW`fopP3fFD?`D`)JD0`JNXRU%)`<19xJ_4cNmf@qk;j+<8;AMp zAKi`%b8pdAR^L66BRD#}}p&xO`JGrq{su(fY4oy}Tpj13n+3oAZ ze%3wbt<0QAXl)+&Fr_Kz8%yKCY96tN^tQ-?x-K@}_B8idRCdC`pot?5M$Og`0abB) z7RIQ7L~T@8mRi*vC^DEDy458RqcUsqu|ya+2Hap@(qbxo2Zw@a<$Rnv` zC@(bNsqyDfjq%bGrZUb$b;o3!?$qKJH{-{pv#e-p>0BdE@W-l`z>f^vBQ}Y75J+em z@B+DI8QD(g=IYmc`W39nzLNW)*?H~1HLN!d1<-r`f1zr8g#SS5z#K|ytu?g(Hy1p- z60L++$$u+p|h3y9bcw~2*4y#;=T0%6Eoj@nQmGttn(xjJi z2xJW7pVX-xw^DrAakiw$KCdrE(4~3EPi2IerCx#X=VFXjZPUGL`ewLoR^Y^ zQPaRugif5y8^cPLWY%b>P_U;px|uilQ2XPPv7{_eLpx~Gxy?S0XYt!WUP!Vew6mn|n;I*{D*`qfrT;Z!!%j!_}@bLaOyf7#u&@QII>;7pdA+#OpT1tJ!F!i9S;n zgGbrKr15NSS(vf2kkKjO5Y-pu-BId@lsT-=h(S$bP>OlZZ)ViP^C(pEn=$)g21E-Z zGlYTY0iKe`|2?R^M^Ro@d`-+%F^kl;BZ6Ph6HZk~nP3i_;9h#w8ENyNDJLyGdnP*; zn<@TBY!}C#Hi=u%4)^&IEz#{%(N!-Y|0UMAZZR79f|r<0zxW$SSMs(`r0ZubFJLNQ9-_tvDOr6@0tj1^_V4js&LQR zmLbncmBp_fLPC3=G4+S3Vmi?eI?fqW@2}8h4^7@pdW0nmylmW3|I+lV5}u5m{$!Z)Hd6rK=}R@pdhxB79UT)DZ?Zboy*>YeSo0 z8WzhC8$e-EWB7NB3b`V>OlW8&uw458Uq`I&NXt(a zn>&!6cv$omHwtXwLe3$Emhu1Gjq;Br9}=p0G!K!Q^eLy*s^si%9g zYxRh4v;IrMM{tB`hOHZ~4*QHK`!myKlPGu z@ycuyJtB4C-|7a3Ye%p9IO!JfnDDX)ryw`fhf^LsEOsZR7e;m{$S>ahHW$ao|8V+t zkEnyM9;!W?u!;_oqUk@Ag%1Y&93k7flAq{nI+zE%l}b3^o7rQ{R4Wv}_b3T(l;Q`!zaN zU|Q-MU^wR7+s|+~*09MNLSH-p$_xRB#Q#Gm?QYX25Ueb@nw2QR%TO0y-~#Kqe0e!O z3%F>>k?tn9%B@AnZX8`XG^=d%k2h1UiY_4C>eyM0z z-?CD}k-52mP$judQ_KEpYypQ^eM5C3X<}!eA34g6b(k+$GXD)Cjk_ z>SGZzGHBw4ijb$-5WJ0fsIV*a4rFkFcEqIC*|vcRIjoO>AMLO+dFkNn>fIkX!i1c!X(_-$4G6?+#=((U4B}<&?gixavlNF34~$m$r4V z8CyGrsJbx!D*y42X{9t3C*K5hDwq1~P14O*KL zg8j(yAGqmH2A@Oq$2D|gzooQm`1?Qaz-+8pdkr1TQTr4#=k-4P;nz%p79aDXG#-HT_pt6Oa;Th8nc#Y^kQ0X-+r4)^N_J zU+T+iBfOGsCvP)X;{Bg=OLW(ROPr>w2cunR8fL5ByBqf*AM$)Ao(z=k>;E(|L)a%2 z;gu*fdiLCt;F~c`TNf&+O3X2n)3a+EowSk>Ns*X5gcj>sJMO}TkIazjL7#k%zH)H5 z?(2wpX^XZE3;x4YLL<@eo?)mmBjnn9&B6lFq`k!N^aoDt%Q$Kx1PDmR{ zb7<8}aMPvUIs9bQlj>Fga2iR-U+8BX z{Sc?0m#TM7;W3^&QnnmJyDI#x4y-TkOgN8qa>dkB;vL`?_b7=UnM_0&8-I7A;pA-; zD$DLNd%{%x0@CfCy;Wkvm-vb=o#{>b!IG4<86+bbF+!DVPg}6I2q-1$MoV!N7vCFE z9Tm5u@KYgb3?=GQOPg3OzO@sU#$UZWdtDu_pc-@9{+%XJUs@Ci+dE{#(USGv!POlo zusWQ(WxDDjUWM4O9-LI@IHf0lrHp(T9pWFKUm7^s!F;9d;ZB!{HWegN@hY3>y{A7i6VF`@M`mVN`Ua>MX!{ z4j}O99q44-FX-$-50U_Eg=FGzN zj~*D`0J;eMJC_xfH@#_N-;$fA3)!O;a!-s#wOc#`dG|h=RcqYOe$a~)Yjb^#lSowm zeI6}PX(|G=qjMk4xr5wuC#6MBd45QB9UqKWmLepr5EF0r}fWmAZpB_^OVl8OTMGxiT9xv46ae4^!gn{IFYv2!{cejZY> z!;Y6<06uoRoh#ja49n4XIF-cZWXqODIr)w(Mpsq66j$^?cj02{3Xlp(G~xZ_h5{G( zAe7@yX>NF%YiIaCYV%irWK%O>J^}rTm!cisNnTAwj+{5|jQP+O{%0)OXx_cnV4I8y z=X+KrjHcZ|#H$wo;U=lzp!hPTu|S+6o{#^1)qUg~(<#2!!HA<0!Y=`ZN_0;Jpk`Ta~0i0dl@n8ZAtXo3eLNodo7D5=>Y}?N6|=JYIJ`Fk%CW;IE0T1 zTGTC3MsME{G@a4387-eL@$PAKuVta=H8{HcT1;3)5fi9&zQ# zc8QlSN;aH4;2_gRh(vCWq4Jz{k>zj_w*x(NE4=4eT{Ntf_}LQD<(g0@o-6>CyAT1;>8@OjPhs z>=_!lTRsyS@iss$>D`lFH{pQui^dF6~&6Kx1zTX<8fJ{ zsLhmgsjFHjignrbHyR9|Ycio3jpwv-NtjC;djWhG1S<4_iz^z?PFbmaFb!l+mq$i{ z*o=D~w=1pGL70!V`NTN+?_m+W7(lee>n<(Mh6*`Kc?x>c=SY%d``0Bx)A_`6> z(-&EhD{@y~95<1!*&lTYgb7?>DTioE#w%kakceQWuNPy2a8rGP(u<*L(+HIVCGYV@ znx!&@%*-NTC|Hnc#=I|5N@;-ji>?LSs=mVl9+%G3c%Gd-eUawBM@AB+(_$7ubyFzi z9v>KsBnO;84c<$856$>;1jPAm;i1@wKhz9+OK&yA&nQFcEUMeoB3am0U+cb)fqMu$ zLi&mtIV2Z!`lTczB-yP08HutJ$-jvsl1I<{R7HfYe(Sd!GMMeegxfQszLh`xb6cy}bkP=DTd}ho`NpfV)N}?1_BrfL*T*6u zGWn)M;zp9!$r8ger%=`KU-7I@^08vusnG)FWjU-ZY zb2DhJKy6A{pg3V*XBe|!?JT}|LU=FPqcP3&sb*LrA!kd4JVp`d9>imoDee5{cnn%{ z0QxBq_Q1uS^!9vnL%1oYJ54^axmjL&d%PjDD)@SMP=Ur#qZ4}ov&P!gN|NzUQ6r$`r? zt~Jl+KJYdsr|2WT?`~z5DnrfkXT5ltb{%-0+(sh_z4)EbRyCh;d!x8fw-I1Ei6f<0bml2gdKX5dQZ z^P&5cqkuvXqk_#Gao7yPW7y7VSwq@UZdJ5wJm>T~_x0-T`5QT-oD!wEw5H}CR;1-O zp_5l7Um})K4k=qh9MqLN3XAxU!C|sgWZY4UpO<}0CJ=Xf@7K!*!P!w zW^r|~z5Y_I!I1C=Eg(@X;Wq<*SdOJ|4ZH3^QBRiF1ZhZqH1*P3>v5NP7p>tRO_jy_ z+WP&uqAIo}H07Jk7Y;fPmW}0g_Q2ghoXGH^+Z3}q7=#qH+2vP>rd1XHv*vN^;e=r8 zw2{fv{_CBO(UVmdRsn_fFUfIbr}Q={{n^}b7lb!l!wt%}3F1@%m`tp|b(WN2>~|1B zkAtC*gynZ#aTv9(S7u|MQ*=(ZPDLXwX&C)-mb?^R0L&C`R1s%gRLflIBH8xQ)eQIC zHg2eJlK`Y+j60WP8~U)yViI>LKM5i)t*_Im$t7tfd5;*R2YyqN?VNVo<@_Ag!W-jG%T%^GC%I8G4f@1;koT+$+WU} z6P#x|-_{hgXX|!<+mmtp4hkX7o19CTgM!Lq7P)>Ef3Uxxv=|p~GU6S~)Q?OZhf0G9 z`bRMqKILYc7@nOzXvd?Y=_oiK?rP>(@>69pb|3r^B0OOI4%tvggLYSWyJ)Mp6n(&< zpU*70KKR@>*7hT`+igiypt5v0tt08cF*KfoK-xP?zIWOb{L57gup~P~3}7_gbH8pN zh}lUpYNxiJjFG2d>QX5bMhURr1r*qN-8|^nJ!q0= ztvV2p1f2r8eH`1?@#eG1o37>?!`n-DHdjEef{ z!BSP`W&d*|Jps6|*9rZ|nz%`-=SXh+#${qna}!}c!8MGR6q)4DV`SP1l6avGK zmfB0R*lp72kTpQO2|u;@Ib&%&QWUms8t<`dL)jr~_QxeH?QTWEj$wx`U5oGXAW5~G zO;|~RuXOqb5`nSgHT_P+WauwiV)m4DMEb=NVP(Ot$6P|qqPH#y_l;j&a^JI5j1p7AM;r2(n2dTQ2NYYre?rh>xDO2r@N+4-2VcQd@Ta0 zEu>-DlKH_hlHWQ;XE8CKs;s`bHc-+pe8pvdGd2Kac52;bgUJ4GU7(CoTr}etIn2D) zU;KP%?~k^e2^T2b5)oy2t{vd&d>f;dK+tM&wZN{qHRC`#6u+%~--)AZS9n~+&0&+k zdz$9{AvU!Z7Q?j>2x7P99Eyp3*79aWRUG>U7{h}HaI*K)j}T>kozo=?asRaRr$n@d zdEL;!dXk%8=g8b_ayGxl&K&kT%HA<9);7H*k}(|zyDQ56Cz>}DBd?GFvJkSVxc#DLfq#JZVNl6w}jT+4MR~QWCH#I^Gdu6|%D6MUbdvWbW88Tp2_!}h4I=;}(U61>hRSCAG2RrZrM!{Ao|xR!&`VQy zj~9M({$Z-H-`I32s~sCWJ$;~4z4ZF@h0~g<&eqq!&Nt3jH@z86r0ctl9G6)>0IiMA zL%kZ!F}4h0slXBjOV(>b$FM*vdWO}^zXIoWuNM4qXJ+SW)XBn{LeqFLm8#Dr81P)KCnkxm=kp$O>k$m4mN(rir=A2 z+r4}Ne2@}u@BHP$R8k9OXe59vj&XqfOk8IhIpn2p<3vocsNbkK{G>OMl-DxN$k&A) zb}aP+Ad6Li%d3i-_pZ0*vZ}>8(#u_6(EY(5=Tuszp=@|J1uY2u;-vzkEh`z->iAKG z{)hZj70RADsWZ0DQyG5ye^x<4c$|6t8*_2T49q+_EE@@Otw<~;sz@6ji!5LBhYVdD zohvE7iSupjy&f!_l}K~PJIy$_@s(`SPn?OoZzW4^of%2o5m12RrrI;` zL4gKLBE*d?Q*9yZ>T=p7?F`J?@=4F{G0m;w3=AnUH(mg9x-Wpm`@;C$MjkY$e!T5v zvG(nXMs^m_dM^5?q#h)iK(&kwSY|RWFXr}Uqfv{GKhBbZ+v`9ZyC{bZ$z#}ud(-qJ z5BIiss>wV-C`L^S%UfODJ2!Z^?F@%CaeyD<9x*foV|us*iGS-?xY(b1gvhQDwDs}>>fufx7mBfoT*SJ z`coLrG1lajx^tO7?jSJ!FzNVN~GcPc=>JSy1b0!o~;ROdftYU*X7g z8sW!5fj*A9N<%;NBSJtEtt!hAQb1hx4|GnS|~N+jU@&`|0p}*LtOdl_W&IhZeZU@W$o z@mqBVn=lii`zw{&R3NRurNRbC5!E*%D{{VuJ^n}K+9z)b!1 z7(fmA)Ouxm8PpF$t;hk$Be~&$!T(HCc~|zlOEsBU;U1SqEuXqSGt@E+{wqoxMJ-;i zY%i-oQcG;&a-f7N$O&V$ub^Xm>(nCAxgsmX!;~~rZCz=(kjyuK?>|d4`XvN_F zsF{V%Kfr|1Ro$BFz=D3_6dnGi-2{A_k$!L$Xxqm(UbQV++R}G5Z9%#WjR7_?F<+X1 zL_AmH;2N0y=4(u|wLJ{95{nZ^mGC;KW!E(mQcn>M49Vh1F0qpzlSL73Cpy`MY@-PA z-Ay~nZ`t)7XO;in>s~>!+aW)D0>cWltvRa8%2-DQ)ZDEYk}{@+vLvRDj)kO<4NxSL z0+>9y#u=dq)dbBtp9Qgqz2O#$D?`46zI%UXUz_c<7v{-CdaTuS!yjwk_%tp)c&}B) zv4*5LGaH>zEVF6wlh`-E0XcIP2<3GRq5sL%>SgSb?g1f4pI~G9t<}wZd84MMTfzZA zauh$=lPg0mzlb49uK&N*mtp7dB?`cXA#9@4otKvN5+S2$B9`MjQ zW}#*b+0bua7#3OT4j~bE_IUFk@*LI3FN|Sr(5;IenTvjvu`Kzc49Tc`%aVrpVvu$1 z1&RP^%5{F~#Csb{udUbkhljjU+dkY5`a-G9UqA75|7XmE?xBh&Tr8(+-LDM(2lwhr z+0||j5T~B|=^CDEHcPau)7t^Md#zKtiW!vy1Gl1(%MpCdLofH34F^<>X-B*x33@)s z$%Gq~0*58}in!nH3dV$>JUqF6AXhmv(|Q!?3Jm`o?wu;~9Z|n|7Qw;W^cO&Z=tX6@ zJvCcR*N(3pTSqB)vyvcSa0?PJH~l&TH*CoPwEV|A3Hy(-$!fvHhB^%gda0&-1H*qR zY87siA@k@g?pU8y$Vobj@ z8bIX^w8NsrxFvJGx0|!Sx21vM6@dgc+e@CB%*%KBd^$41MMu%T|49>M)j>|2bkcGM` z@hZJhFkcxLv7si9Q#)u-HTa_sVpzA3PQWDP3dKRhR(>e~?Q>vPBMCr7Ckic0E z8XAW6%?2ryhhPlGuy;x01L7vuw8^LH^#t2e)MmSZ-TU-^j6^0AYeR$&6 zQq^WRo|pGfe&UQ1=ftDLHmHm*QcaT#8cI;efM|x*3&5tL+>c`=mt^Ng-&J%cZDG#c zU>qjPN!fpXL?TCwyuKK+RD@DQb)ZCo-M&=<^OTX*VY2io&`#1#DO`)kFh&9HwI}r$ zF;8Wp<%*As)c33yE`gq2y&sTZ7hmKPv}x$Awv^R6*Z?%Eikj@elOp@98EwO;pivsK zMpt`5Y24c>%oyFtbW_9hJz-W^5I7N9$U#(Qb@xSFE#_iRlNGWRa^bQ1_H31Fa*rE# z_#m4zI7u%!nsZ!6=9krgoN#sVGLWS$w6_a3i zzA-gOfm<1?Tt4$vgOxjqjMx`O{zranS>GfJzN?Dpb+>O!AKzL07@K6yC>Go)r*^&= zF)d6jq=6`2WQ;4n=T7h`$+MN)jHe9yYgV8;TQ3m?oBZf7X>lER0;FsCi1ULll6OZuF;ZL3k(*wqcqFQq zh`&$d1)$v8@OuuCVIbOD+X{@LDj`%n>oU}Jpyl?#GLz$tgE|sbxrmt#&{lTCIJlrm zXPO_8`X2c621~{ZgU^Kk1y5MTZknllJd2U)&G8QZz@BDUQ|3_^5V#y^n&x4p5Bga# z-l-HVv*_i#F>2COyk@rEp><|nJ+ZzF)JYfM9*OPRBn2N}5_T8LIW(JARhxQWRz{zQ zZd?c4@2-wl7kkwkY!ALh3r9!)qyGJ`-=(eWufxQyFN72Y^GqALUL)?d_r5t$yV$0| zJC!-g=7mr2b9Dg`#rxH^;3lh(IJmC+@T2lJsq6!%P=$fuFfxvz*ycSW?&)|rD*mW> z^wM-KdNz^7q^Zk?Ft;54+JX1|&#mHrp+@>qCN3z8dMONK_$6jw4#yo#Q0b7{UN@7IX&pLPG`*)X zxsU-CO!26$TkuT$*?%nTS(-^w-SSIQAyHa(gW7?rq|bgy&wz*^yFFs$%hpt!Gn)@` zR?kgw*L)oZbsWlxKfLM<^N@pWM_M@+zdHx!H<$3%E#{5{B&UnFMA1Ie4lHqaCggrf zubtE`O4bWl9qJUj*1{s%AD5;$({MK%;4M>cgrx47GAOH`jx`tFrDG-8$%pvRUPjh; zVOymmaoxyNmX-R`S(MP7ByRG+2;7?N%89M&zs<)jf4qNWul|Xdz_XX1AAWD8X-u$B zpzVEwO_Cki1{tgc|51u3#~k(outJ*XKlN7Sf+!W*Kn(^xI(V+BxTnPP`a9X-)AF*r zOf$w0gJQM}I8ln>>pA(y8k}3AQ?K34;Fxb=9Ls*0nj9S%Y@62=4d)gihm1k>p{ktW zMWuVdxulN@fo=5N*m$_*mSC~{hJF1Fc>b}^_XXLpGQ?|z#CC|>QSYM0W{c*xTTLUg zKjvkVZ2(!g^uUboE6Ue@?`JWZ$E%3TZ!QRrytj^_lHFk%OTSkaa#~#O|AA>Ed*>cq zA477rDW9`K>2%?{%%C;9#ep!wt~M)!gXWGWoU|jM2)wsns+BG6!R3hmf){?fzZYaM zIxMb1g(2e)UiK&Vgu+H-nrdG$z3Xczrbt;cZjME;wvP$P9PG=lZm>F>6t?RB?(0n% zN0kLN=46nbKtT9a6kl=p(J~wvW4yP|6$JDNe!4Cz;s&O$YO`eB3m;R|?Y0gil=7*l(^>t5QA#0~#uuVvl=4RdL`PKdccDWAEky)p`A+mjvd%Qb+NmZG-s?65-Ke}~H~o2(BH3#4QTW*u^#dr_O!jrCR7JeR zgYUDmPVf#wixPeVd-TsJD-^}g?tdo4Uws93;NOpn{h}_!X0wB;0i0?_s&|*Xmj@FR zzdYb4VUY`u@~Qd`q($Ku51p7cu@V<5CG(|~TGC6aUrE5pO}EJf`HCjrwsi&JgAwni zjx<1+E;B6Lz{DUWYA=!mZmD`3HXs2teNYpcXC-d?ZBXe_5(bkhz1=qiWl_Sugx>;f zxnc{!{qrKXXky&FChk7gO9t~nf<%y(n zZ$uvMu=K^0@E1bonxa=8)(s2jq1yhw`iAGKM^|0?;4>}CFcB4+(pg4q9MF{_NTiPx*%-qqFO zzwyxiK~($);?{rFvRazhxxA7?{-^9Rc3v*7e-*TPrXMXI%;pMVhnOJCznd|J2eQ#9 zz2h=Q1&T>Vd%9~%d?dZzYkmm;^Un=8Cg5SVM6>tfn??R(92A~vsh>>RF2$D72dsKC zd#;4>_OaZA+IcdA-|Oq#>lB|9pY-%9-(L{!iNXk`8__N^ShcF5yweZP%$5ZwmFm;Z zuhwu!OpwtptAKkO;MaK>Yp}}QaN;t!Zk~5vcoll6C|TUO%F?jdWhi(Jec41^vER&CDEAsw6Pn?db@}+Tm%JP$PTfP|H_uf$o zDz3PhZ(Y4bUwd(W_V{&boz3D_mdC=OYjEOmFt|^ez6z#=9Qf?1;}N>Wso@d0#r@d# z7L6VH#}u@`Zd@QJYe?l%IiiG$|4)O|U0%^+bo1QRN6*(*(Fi9&fh~WEBNSEVUJ7YT z4gxf=X5BhnOFl%k3>HU3whX=v;9GkUqb(--EB4Ro|GuBVq2&pTbun6ZQFwH7Rf89W zhG;{S9b~JO-7K$Vmx14|bN&jYsb`kiGk@sGW{9eCK%S^Def%%No zzZu$GqOB&zynjqSk@+67QV4+6ppDu!g93@Q6HB^(wTuGGPc`Qu58g;ESn>ACb{wy& zsp8-rMC@kMBXm0FU{*V#Ld8h9h18FG@BU)8;9yMqR|Tt)UrVMh_kN~wP(tUb>%Mn0 z0HQfJl5p-4tntQyREeAW@6+SN=X@KYI8+|=`&z7pPVx^4e+L+8*7ya6! zv1&FCz9(DS3Wash*D+{p%RE%C~b>7{ZPA(C+T z?Cf%Z$)TBkG5$QCUQts?S5zM=ud@^b&wjEW%>Ni=wCt>2^OS+wteJ5%>v*udp0 zHw^v+H|lP8b|TDt%_HTUdo-;5(yCGIC~~(zv?+1_>riVGq47DcCYs_(u6zvUCbQjM zu=hC(c-rN34y^M0Z$;b+r&)D2ZU$;0NZ~ z#<<4nyY{HIs4*49S0(!hiqTc2rmErb-N#FNhKE};Qa`=nb7v3mkG9EwJ1PH>scCE5 zTvUIy`O{_&T>XYO=`1kAEgWsu?O4r6GEDR#vuk)y6}YC+%twN&eWA#I&H{$`P*Qqb zL|v&!P@nkHJm7mp*yhumoB*?FPUiY?jF`n%ZWvUMHpfCd0fJtvIV(ZpEA{T|=l&tD zt>B)Hb0*tv@w$Sy`#L*f+cu@746QeVr46mWtX$HaYo}VTT=LeiWb$6yqn)l{Jn$es z9zGG>F;m8iwB_|E%MAz5kPO9b@fTuJHCJ4e7?N#RX9y>9bZ z!}v|vhPQ?hp%Z>1e`v_}(#wTB7y3dfQdhNU=eZ5kL3G^F(m{3HQP;t8+&K}0L^igP zgtY?>HZtT53%@HH^1A3SI_^m7u)l_=il)aFbvrNfGChWmQ`ou}Q*j!47U!{felHSW z<900RWtQ}Q|2ERTHP5g3Ck>T#9v{onOAxCk$xHC5XWP9YhU){XXHQ{Z9rD9uhPtOd zQL<3yjB;r-czPpjbYeM%EAsvCjj&52m*f8d#>9VvaQ!=Df`^OuKVwW71C0OgU`(L({&&U%TJOKH z8vb9(nD_%H@c%O={*9gS|2f9Qe}zZ!|DLvqnzip#6|lYn4h%wrg+AU7GcO--xrZJH zKTMolR?0(#=<;l&3|GcbvI8IiDbMxkrNz7U$Q(&UQF^y#`YqiN3eDt~H0+Q2-KR!j zp$06D(Dn;NSlSZu(41dX5`l*hf(p{X6usp%UDqXGhU_%@fb0_Wb!xkVan)Sp$_Sz8 z0KMwDjC5!GQccP&UHrfB@cchKWXtEd!0kK90bOs?{G?ZC-X_J#z^{CjY25{`lQ6(& z0Pmv206st{D-N)qIcc}!TV-INKDx^^h~m2@i>(zm{5gZJY$XK_uHWAIdYQv^e%{Uk zW8UN=4g_3E9YV$c57p&E+|%$3>H>9!9!brV)-J|$oLOz&hhH`)9(w7=*B?61s7Y~1 z{8!Ns|K7fZ?Co#MGo@nuJLjb*#>|SWwdafV2h}`&)GU+m)JLW!U)dX3ETp^zh*`Lu zo)6X_4#eMm^ToaPocO1@TN47avdNrA)r($*4e_cVi_U-p2l*yziwjH>hF`6K~5-1me>R4>|s9NRR> zmQ`IPwCQhs{zel8e#%puu8=25l_1sHBTCW2M3P}wH7PZU|LO@hxanC$ z=he=<3&kkxyU%*A|3Ypacwl(2M#4bCs?-=lG4jd7&iOaY%^=Urmc6aQ?d-CMo6yHd#TJVe&j(xE7S%{$kv|5|d%Q$=(#^oof+WPCjT4n9~OioY(ahH zX)#wd0RM~^fc!neFa?2@TCghMUOUm3V_K=dQuqNqewnB8;WeEWHs*c#Aq2wEn!$w= zF%+pr%PudV=}gL)en7A9%AG7oIF)|2T~mQ?9tpFX!nU+)2-okrbQIoBrb3 zYACuD{{mpBufo)Ft-M13?L2$2o|ma-d~1nDr_67boRG)fbds!!HHQ9fFSWDQY$1}q zhlF~L8P14dY`{vyLhTinnhv$oNx>pIP@QEO)!kl{d~-}tEsKv9foAm22vA;MoBiLy zsV(r6@CTjhkxvJhF976q@E-k!E@obwWF87fTsO|92-m6E-pBf@aJ*`>BsCb-GtQK9 z!KD?AEzeD^)9dwS=kmXbj{N(2(%#elCA#1RLr&&ivXM8fO`&7@$-Papz67>n{X5P9 zC#44)53>^*C36Zn=1&XXB>NP-wY-#EGCoZ-K}sgZK-$c(nxYaeDH}9fAwm~I%Y8{< zGle)kxjJ+HC+O>cl_WyGZ)9B~r z402DG4CKBMabVEY$FM2z_pU;G^VLG3Z$;Xxv}g;zoIZCYltjuhWCX_{w;-o4u4Yq< zKaam`)IBcq3a95WwS-G?DA7wuOP5lY$~8`s3WcNUZ+P3|4!7>Tu{zV)3H~jE5{q`n z^oCW9S&}M;>8oH}8_!5u7Q2k0Yrc6r(4(yAlP-f#E+m4 z6xF_)ZjY^|N4)mG(Tx#1JlRqF(Wl|?X^EfB=cMpfAW?6~YHvN1!ia+#l><;T`xqwXT zLX|AfQ=iwfd0`B?2E00N6GuS4^rMd!0L?) z!KDWri6sWbXaal-Ss_dyqWs@yEO1o0rvTrp(n8O4MVxOE72+TSF!!3-PK*hxYqAYnB?hEC|1nPp7GvUN}RmAT$IV< zNVCGMn=6f(Q$QJ%6OWTg7h>JpzkvebqpYI}WgaZC2sVR{t|Pble%sm0n!W#S4alRO z-oN@Pf-s-sHj=XS_G`$ozP@39PZ?_*WJt1Z@cxoS_oxPhdzb4h5OY?M=F$TO8 z+PnJXzrL%G4|QYNf>B>sahDYjJ+uLdi-L4Hb7{N;o@^0IbY_@ra6ey>$i4uE za|T}%56Fca!ar5Yp2axdqQ3yh%k`dH>CP(+D=BYL|M_V2+{$`hX|Tf`*~lB(Ln9^d z-qhl{sCg5a{XiYWHoW-)XmQfcq1X_W4_~K@Z$KROD(rby>psyv9CLJi)!xdL;=R8B zj+Rmr1I>q$x)0=X3N^xvcd#4DM38prr=xz<`E5uqb#aOtS};aJbo>3vQqH79N!trj zqCcA7<@&mcWXbRC2yuJ`^QY_}WE>uc4yV-$A#B6Iatj0-=5BnwD4N`dX~#kK6$@M( zCM;MY`YD?MS7n1IkfP}m>iQ;$c#3Ys&UV)xTiLZTxoLkX?@zgq!GE3W`qyPf8SyB~ zGlVRn9k4z*-+lOa`6_~h)mcbN(>N_k0GhQAs)OI#X!C@#GHQ(acP&RlB^I#|uL^!) zCP$9v$%KTle@~6 zVGDod`&+ycFVJ{S5wWTD_pduGSdvH z>$QgTv_IeQ+-q%*prC_X_s$uka}(&T#Y(3h%f}f$gw0|WID9J~pnU<9YtES2$QO^V zTxRxaw?_(Zd!^jFmLYGlKy5A-!vGAO`kL@JQE{qv+>;iylQ6C}+1`}~2j{pfP;c@{ z){Z1Guz-w{H@bfCQL;v+y0Kl8XzH5NgZ#2Q>_ilLOcE_(idb)$1VhzRiC=I-C5q@MRuEA-N}=&ra;EqBsNuV}-5Je5R2(``AswqqxR&)P2(ie)U(hcK38nk#^HZi@+S zzzGwM#Y~ zer##hU|R0mTd+GUQxuwl3%7YbK0Sj0-e>dVUVjGMYLx7?9D*vE8{q6bda<1mSXMS& zaSmSq=My6JKW})7s^J451LcZcVO8{j0iLLe-lo}8HQ)WnX0(DX^e~sgKdXM2&VA^V zN1Pdnx|Y>U*E}J&4m-B3|Fh^e@Fvazu1ZOQ%l1CmH`tS(V7+QP=5UULt$s>uE$={! zsPOS$tpE73`gGcSmn3ZBrN74dJ9F4f3=NrID`;9fn{fk$v`ZXs#?b^aF zQucKga=&gU=o3MOpjN`r*}L`2(bS4i@nr8!4eM!F&>3%NfKhF+btI11v63Hso-WI; ze9)`xaqDxb(?K+tp{Ay~9ce|Ig@2(aZJ;&w)hEgrO;JSdZSq%^a^{>2Cy%SKMd0Ux zc&-0RlfvwLQ)25uW;M-1`}R#-Jm+QEX#Lo2|K`H3Iyn_bY*wguaamp1uR1-Uv6Na| zVY#9F-0%~jg#C#|{S8vbH?gZr0Tc4Q;82n=nd={N53}1YBh3ds*p7ZJzUNo97A`v= z7G<3;;4rMto6^3D66U;wj6v^kr_$*e<&ZRz9)a`suVMUVgr@$v=ymBYVEH*cx$N$> zCseyqTFYHI+)D0ujlNdpIyKF@W`E~!)<3}d|0+usVYH_bw7n z`b_m#@P8#l0z>lL&X3hSaR&BzzbAyy{*WzoU6j$bC=J11zSWwq6!rKDj)dkL^Ahg< z+$MidKt-FDIGO&@O0-0N)!I~U^GxfbL08~q$<=oeM`9Pvyq-@u2vGR}nzA8q@xJ=} zNW;oG-EVc?Ipld9Y=a#f_eDMv>@W-T(X=4gNc*-u{{jewKTv;+ z@JroM_Z6+@J3lToDn`gnSlhS1W7Q#jh;O;8u=r;AW5%2my&U1JIwLo4QORMnqY`m) zGxrpyG-lO6e(ZVhO-^!`Ol4XqE(nhoM)gr)$H!j z`%TrLIS0P}b9RF&J;#of@zcjEbk^k0rrGJ|@4j;pS>{CnJ!pR>7G3~n!~1=^#BbNr zS9emg~wpz=7Yd zI#fF)3n~aT#GA9wW$xcxeA>VAy@uzOl&{AHe){fz76K}-OTiz+QC0>Gs(m-fm%ot; z@kZ`Xe;lAXFP9q#L2P?@iht=Lv~Ea5-~+RHDE+8v%zFmF(mJJ z56_Gz*^lh)0)7Mt#2ikRS?HtqOeqKz9#GM(TT$`7z@A{vw#6h3 zo|45PX1b}u4)XP>SC6^8?ZNQVR#bIXigEbhuOsK-aeS7IbXNIodmgtwuCP((0M{A2 zc+yf^MML=Kn!JF9SGi8?6;XZYY1VMw`KsubXU&t#rK=*#n}?nhgSdvR!vF?L{Axo+%N2RV5R_tL1|b+(_>Q4ruX!crcjqTq`>$dY#G`$l+iPd z93*+rOxPFWEl(ViEu?N8w_?lGkEHEVdeZXSBv7QKL^{Vt+lj>2Jfuc9kv&-)rP$*! zr6?YT4$kHPh6sPonBfXJEHl9X`NH1xduY{k(+{Tu-DKyGCNp565p%>fWG-V|B_7Rh zUl%OS8@Q6dsB}S88Bgzf@d6MM1-+e60BT5Ul75T%geG3VzLP#D5=1D!Q_prZCOS+K zMXF8a9g)pgOU?z=jJ{&*djBxfi-5S2uWsQ>yKj_SUG&R2AUt`9!aGRTgWQUttIRkk z*7mZ7dAaZfutDbOGpm6nV+Un&mWj`Inem>L(1(x~qCOT7SD?BZV*VOG9W}m+nimD_ zupEBgj0KpjGz!tbuWo2+@ZxoFWDB6u(@5JU0rR2EBFPcW%n5%H+eF@TWBWjgN7q~- z{cIl`XqRO>mGI8hg_J%cX`Ynx;ynQ2S5Cv5W9pqG{&Mfq z54uVHD=;~S2`R0K4P}nVWQL{TQYVjH!`XU1$h4(oGcjv{!D(iomm8D!@-TjGRPCF~ zrIk*3=;=gns(FenDY*mO68Xe)utC95&tMq}5-!rMDqp!>ZnV7>Wg;wwwBWsur4Gwk zJo>WB$u2lKbLAdp8RGh$^6IU&0dbcZF_~>OMg5G)Icwe$;&SYlp-b+_90KnQ%%3^i z(dbX)F97FQNJnnHn*rK}vWRVChV8&ss*ewuq^^|LJ~*SV$kLIZgfScGX|RxIU!6@L zEym`sKenIEVLL_hYUovetRxD`Zc5>vyA4p}sk*DFJjvh5TEj`mvFWt_X`qPyGjt2_ zHp)%J9sgaq2`OYazlHMB^DP{#viBiuNLa~AmyBn}n3#1`Nv|c#r0YnJ3ZVtZp^%jh zR6DRvjVMmf2>3c$k_Ik*mY9p{TPJzR>K`fJrPpOVu`Qs)d@dm znkLL$<~eIx5NEys68SYBo;AOMu_x5&gT?oEaOj8l$T#+s+2cJOGIKM&T{9j@?FI-q zE1G^eYkI3$fFFP%8Z5CEO7vP!u)W_1PV%hJadw0fDNe&@87t`Lm5&O%?#+){`w(ZIiH8bcA|`mlLsh z*eRMHn0I_6lB`^qY;?MObB7#0qx21Ume^J7QxM)RP>rmV=FKpxW}&dq(sBNw=ZqwD1* zK+6>mUfVL(;^N8^`SFG-fVoh$Ft+AdzdK-nZsw+>+JnJX9yE$I!^Ry8cUhjHK{@qR z7ztv;{`DX&giCOHj23pu3W2ajl!;cXhp;>}~q>ZzdwPJ~!53ZRL&1hB}i*;2{1z)RE-JQ^tgp6A>5W-_$?&Q%ObcP&+K zOI;@ZWlnO|ea-!OKZ=Xf4|pIkG6XFvLuuG-jk zF;!MSB+uBlutC1Z2G=)Rg@l2?jNEPTvgkd}({vvdJ2|1bPFXG3LJzTOOh0;8NXgy{ zKW(`s&;16my7Z9ECE6x%a8L;Pr$URSI3{1J=m*OYuL@b^nY1v{bA70nudb))`GGxqw3gclc!g?I=lgiF~-B zQg_*Hm~(T48>3e~sow#sT1RyMuwJT;y?ED^aIkLk&nw{vZ*79IF_y-P-h#!=UU*9h z!NynCa)GVhkDMI6G3O&U76n-k_M7sdXD$3AZR1*n4>U^I#z5br*q#vPd5PP*hVxIC zVte7{y9Hc=-rv$k9*Q#3oU7g{ElfH$r5SiE5VYt(ferd$w&?*F7@0kwgW6f+LjvuDjyuqCU zL+Mu;K&EYe^jW&V5qE)G@tsM`Y2a63C6{ykp)aF%cPcoH+Jyr$Rkp-X=DUMA=Vxy0 z?G?{!`O@A4Xekc$Wj;e*JXp%r#00xN!hiQJ)*cKje1VWlz_^52^Ht`T`@^ zQO&@$%ry?H$fXcC_*!xM@6r>Pa$0TZy;ES!1_`4fM?RW3NmxZe$q?;y)wWV^fp(m( zGSYn-^fOv>PWD^l$jQl{qn6a_Orsh6q>0(r=H`KMszf4kyGlwCT8Khb`xxId!Uy@} zz782x7FRfG;(5DvJ7|Y&(WtvOU6;ceEKH@vpI_x;@p|qJ&0z{3{B{@bg8ocj(O%CI z|#*H`;`^IEPx>Pje*JBv_S7Hi;t5{AGeP^Snu($6-=Nq>F zVn7SJX>(!Oujb&ng@x4ZCl-_?c#1%Kvz>v=Ud`jY^@|*7{2-=~9xiO`B*YMuHv*%) z#*f&uU%`@=b}u<|(y}TC5#@P@dvs4Qern@ZtEHN=)t@5p zs1Xz@jB7>GY@^Q>kfqk_r6tJ)M($D&-hDX&jZq^6Ik_sJ@LBeLyF^fK0aH|h@Fck{0!;WTD)gSref z8T#tifYLQ_ALFXxXc~G0jam*G`5G)JZut*8>deknuo?6JEpVYYJI9qz-Zrn^X z5Vc5=Y%QATZ3@CUlj-~XBWUu{pIKd3wq#s)O048OTOV@)T}1@JbAc+ar4%CdlIDjW zBG$%J;zT%7zvRUCvi5FDZ!KV%u~G&#^DGBx;VfzN#6x7#)-pDBrZ}q#?oI2UMKOx3 z6VvaFl)TUFuf&BhS`qinrcotB&Vw_Ip4?nXnmHL{IoWS{n{-?Kvtr}i@D=-=KXjXL z=5R7mt1Qs9x5=boMtN9G&l!L0KH*rTs>`$@FvBU_)>kkm7VZScow>mR4%H6C{x-pD zQqmRu4%1Cef+T93{;vLv_4D=I{Vk=-r&FWm;%m8sY5IM%64ro_g+xs_iC-vz%>m61WNA1STu{+Pp_H*SpU^ z34Lp#<^1l9zfxx3@B4#$2``HN(tsiZXToR6E;iweO)C@YD-(Yzn{ClPn9i=eZ8WDl=&lfooH?z>fX#M* zU+S_5hDDI|n}%)2*kySz8vzkgKT(i;qK8kHw0SE_xWtz6exkDasuWon8c;ApaUO<_ z4|T1L*WG!&Gg4`UIFX$*Jp8QuYffLe9yEeW#RmNuSp(I((gU-m54^Q%jKyG(L**yz z7r1Q)YU%u0_Zp4$602{}G1m&(F^7P{{XG}p`?8r#kT5ajh|_lE)c|8<5Dez zOkL?bNIKsV91N;bH~VgTCar=qx!(PKrBntj4xetL0dBOc@e3pycee>EWooNEt>fLU zH)pz&1}&C^9PIjG|{W-|nDWYi?ijqXe}+Lu9Y?{t2Y@!uezP-aph0@3*w*+&mS%5yd&fL%p^bT_ zW9J3SngJ{k>(NDgt-z8jgo6uGX7X(AfoRne%f zou|?B$t)Z;sH5Dyz^|{(Q(6tsm<|}KlKnP^+zT4g{P2m?l_%P>92B{EE&W-1A1_M` zUdA^7%59ax10lAHVimSxt-_(Gq}sHJJ3#LS-6D;*OM`=RMSiBIh4=O6T-vz;jDV(rg}8>Ll4}l7Ir{gUFWTF z5S{c$5;z9M;?nRYLt~&$A-Dp7>NWE8G`9oFmHeiPyTxt5qR9=O_T+g8(S>N7vFoF2 z{lb*n(N{?(68xw55qH2&OE;7TF@@4e z41H?$Ki~#3DU>-`>dUJyjZ$%PTGX~<-MdW+q55;X4Pk>pm<8y_-?f#z%iX?zngE53 zU!YV`>xTyf1e}7Hn^5H6f7G$3v0gBX%lfEyYK-<^T^!AWT%uJ~a3*O2to0b(e?&S4 zPU)}a=jd3HK5v<|q}3;kPsQtir{;DUt>yViUsqJ}=4DI8p=0lmNV@=a2YN~*gPNyg z??jjqUVGFI)vFSjbuSBDpat4W;y2t{J~7oNw+W{VtYbKVDuPl@jr+~Jzo|Q%nRxTC zk>k5x&yO_*DnJ8wTaIVZxidw5bu21%f@#b}K~(9QMmd^pcjfQjs%9~nc;_S!H-#0x z50-~+F=ig$1y6kb;*H`Ymds{O*Y;7-ZK7Irj#^hA34t*24^yJ2@G^;HY}!HDu*m*N zUU3h+>F!pJ_WtxK{h3L@Aqqc!5}-3}L$9i$%6L<+ConFFf${9=T54_McqPLrbfHBX z!#ivoig1a&tDV5n6fkr=E-2)K5!OAfd#Q<-Z1{BW+d_x(^8Pg>Z7R!24A6`tH-U)M zxZ)5F%#VFKsB>gc7zC~sIP~%8U$1IU;{P_%m`2@7>U#qtBL0Wq2GO)A<9cV=WjYEN ztrPS7L_=|2#(`w(OuHos%i({1T2!PFQpPKNWGFjWl4IW&bYapga~CY#A<_0GdQ2Sr zJ$Ou!PMyWbrtVwrEt9AZ^NDQ`}gP4|G1S^^Jn&u<(TRn#tgr7H)ff=MxJMCQ(({}dN(u+B^w@o9f zjg7w6Eps<|+>!h#@?)pdS%}SxvW-!`i!BH9Jwh9qQyCtD7kY`nC++B*0{c=4a$>Da z3eM~A_v*t~UfP*i;mvJC*dI&bPp9d6gq12|0>LTj+0yx^m&6w)(`~YWuL~no9?8g2S$Lrmo|-} zzy}3)QjEPD9=A{CEo~ne5$zxyfc6Wr{9XcF-k7vQ&^jy}_+8otI7nXozp0Ul=fW`_lqlwSC27!h>Kbt4Uew#CeU*xS+cTEk>w1D#IE+YsYTAt!yRg~C#((Hj1>qNi4XHdvoLGk zX0)dw>MTuOcXT@m&cCa})DMgL$R}^sn4<(?b__+8>7(i&A$g-BKOdyCSmlN&9W|+b z66?(xZBlF?ETmMrl0`XD*|E1UL#7^e*lbxASCoc=pVK|ogm#KKQXnRjMG7xUdM@`| z(6>)>RD>D*H-p85-Gftub9L7gB^jBz|>`&&>nm7-v*NIZaB90`sWP%NfAXjh>R- z+;K7HNS%B)evHvmjdALTZ*sN@0aLj}plAuw;K!K)BZp&c>K@W$(RnMSG&v_$6j8&G zBBU5S=W7VUFASVXNo9DiEb)wSY=|r77;3;EOBaRhm5NHVA|}cZ^Ny5Fxw#Z9`PIm? zr;uop5lf`BSZe5PiAacLvFY1O{^M~b{885am@+RJfs*In2wEU^f%OcfBd^$z+;;l) zA*2jY{+wprn90yP=h+;_iUmI~o<|?zEFBNCJI?Uu)pqkv$Be99qEB6d0yru;*cw={ zZ~YNducy#P8ODx-Tz5}&+0PhwdpP%Nd{WHinA6sjYg zk-giR-^;jUeaBgCyY4Tz$Pwj+kCF2H6LHdCQnO{Z%v{I{nB=#L!=FwL7gbm|KFp2o zD{y@(_r>It(`z>6Q3ig+9#VMWuhjm0BPA$*GI~HjhGLDR)?jTNeZ=v}WjF7-oCSY} zB4tPXAHtimSxHyQ{)D!G3AFNL-C=a@HT@x+NZ0bXAAP@X%4$}hH@ztUvk`OnMASTy z@UIOwjmdT@cc&)B+6&`%q?ni%yc|&OM(La(*JRGigf=@+bWZxyh`Xr#T~%fMJGF4l z7fb<{V2W-r#(AxXrEBxBq&qVVf}+-d+#-t}$R2ETi0opfVf#1QGs25@BX@1%U1_o* z>sPf-Lzo(4c9dsUc6_|0S^316c1D`*Z5x}i*A-xqHzk}^0<*)R0AE(K_Ubchkd4-a zY>_FpFR!ISmg$$VYkGZaRbs5qy-%|~t4tyKRbA}6Io8?DpFj!9n+lT|K5xK7K91vJ z#+3yk<}w@rGA>2@%CQJ`(kvvvEuqZmM*#_ba7>}j=U;1;d%X*;#t&Noxf888B8@3W zwF>yk{Ir>nP3HtRyMA)2CX31<)k>=0lghFkTnf57v!_#+8wO~T&cMnNU1UrySyovj z0sMabjfuNEOk)h~r!etjY2MAYB})M&02F8y2WlTuq$mE=2X>&UGdWMFJ9xh%6u0}# zl=ZsO)i_d%+YgIhXkd0dG-0GcCd~pjXap^kq$*}AX8b<<3)vmBnC$YJ`kDr_7rw62 zP`^O*ZV1~~I9I9W$+Iu9TMaqLo6R}dtyU5*D2TN~(bSCoAqr=B)@`@0p;BL#TXVsM zlM8uFq!s=dzplnb6p)8h#n1!hGveK`u#`9m77T4(NoP$nO+IyN??qwNFZCwKcXw}j zWk7s(KIs)Aevk=eTbp_!x1l%o3U99_HW*)h5jO`XPsh zA*hHnFaHWggBG(gs(* zEcMilwn$A#27sn*4W5!iWgg_Y0BFd8KIe`W$C+w30o@JWHojZ14%V@B!v%Gll*SO< zRp|p%fU54a3MbxSy-sIALY9p26byCm2xa){iBj~$Z@ShN#)Bqnx)q_DAw^{NT$-;d zZ=Us`A4h9EkL4~C-Xbh$y12TZNr;}kDBN{u3SBS53rr1?alW=NzF2gsAEy2`a-fi7U09!^Th+e)XWhTBx#i9EQsBsaN%boVDRIJiz>RN#Aa%tXb@h^z z0EF9j2*S)*mvIMDf;V}5*>2=oc$XiwXOpV)h5sRZXSx#53oj3&>Qwa5lCqvcjL^Cy zXZJg-Xp8ifxV@e*W}5ueT=_&~v)za@R!*JUu2N}EJ0lA+B?q$Dm`V%l5RRH53_7-L zB-|;byw4hXN3o$Wt&cKp?>BGDHR#+-r^;x3;Z2h%QKItKypr_wa(`)13(vJ7D$*CZ zs)&%-oV-wby)%`@{ES?rY$4gsDAc-9H!BC8?*d=2lGrKbXdbLGNLy2q4oU;%3Xy_& z_>}{5CkoMGAUCBoi6%lc6y28E1b>O2%Y3_F+=aM;@%OX8t4xnR==)~*W;<-%RlHAY zfSVunW{rmgVLXd+M31?Hbybzwd-6!OrY9uS9XV z3e$-IMRxYpT@itDLf+XUjcV4kieu8+ z5v)#3VM6`$YdME3lGKdSQ@1Qk@0|H+Bf!h8A5maJ9AagQpIpn+o*vi8aVXtTV_OA; zQ_Hv%Thx^IcVl`RS*o#{)*GwrPMiP0d9`cX}P{PY3qi) PoNkrKr}ZSG}Gs zgNlU8Gdt}1d5B=ke5N)B7vgN512s&$4VEvN ze(d}=Wqh{>$Xs1(USyX^0C$!F*8_(S6umV!(g_QvS=64kLzFIsv!)sHiWQQU z!ltb{GC3yU^-zkJ8$iRzBx|(0j5{D}y|du*hoiRA16%zMSyd*r`Vuobmk+RcWlSD! zJbAuqL$^cu%Q~y(W@SvE+O6^zRiB#2g|c8MPV7V(^wU>%^gUA7a>s`g2R(#B&kB$C zQ8ogPQ(B+OuJ1~P;VqAxFn@H1sB=EZzI1pC(F*_at-BTc<#YJ4m+hO>rR6NH*g!~$J&I8}F7Fdj8T#t)8lS*p6Rd9^?%H#7#TPJjkwWsFgh^ms+F4VhJA<;6~ z^?fE!-3X1%11XDXXj6*C#31Qbm2<{)$JADBlX+OG7--H-`!)i<2-y@WVXe6fE{@uz z-}nM7&G&dN64E4%h_W0!>6yoNhMSq5flq)`w?Ker`)&>*Zlw3c(j2NiD=a^99Q=2C?Bmb7^cqo5m z0A&ic)T(v6;=X>tHwvCFbX#-s902IE6BuUy?x<5NI70I@tLXO(3G@JE`4w>N(MR>95eQq~DRC|t`KJ*zFdMKL}&@*zL?ov?ayGWial00BD+f(<9 z@Eqrq#W(U|Wr%Jj{ZZ&^x#0vuY#BAW;PVf= zW}YG#Miz-0CG|{Ec`EU+jhVlBG6Hi2#}SuiwTn)NYJxI=-MJo%$$rcg{M4;_OBKLR z3XU!M@-};1qx9bbg?gXFWy4xd;hiJlb{f^6{tg&IjZd5#C-mPC38~zOy ziz%)?Q?(peB*tUoLX&TDGshGoufH-u&w(dBI1ClK7eDlP4shCyNI=Ovo-KUE9Efbd z8&wZweF19eo`>IbOxb?RPr>!$Tqo{GjAIH50Z9Q_8a^{~$jd3VtVpD|(sWC(*MA6y zfc{4QlBVHP>Aa%Tk1;+Odk}knnY(P<(>-%-+TG zVGrtEG`)Bf0XGfd2aK4(z*sAH$(}++Y|82HAj|h_==kE-1xQs&^xZI5A*@}6-I=(u zM;5t}LJU5DeJXS#AD*~ME#^s(YK-;64=+=;k`Jj)mGUztLjL0n@?FtokH9zqQ7HCG z76O!e>z6xZ3rsl`S0%Ym?Yl4VI1_|a>@S!~OiX6+sb&~r)Ph7QGS1Cd`k)(;4E4EC zdoa4n02Q=wj=AN?;{8-r*(k062j*6yAXKWTyU=hN%}Q;NJAPwC*vZ@vfj5~Yz?7s_ z47nDf&D?7k#)(!pR6nLXa~TAI|kwS+a4+T_3Ou9MM5fe(%gz9Ri!Fd_#uu;-S*qX?oZ7SM_tG4uRZt_ zS%`;zSG$hqeJ7&5C^)Ae1gBb+5CmT#1Ue>9OCYU0AgZ z);8CFxgL(IKADWJBpJx5D7cG{j6!p|H9ZeXUn(cLeM>L8iySX&A6u^>doDv2ll3)6 z^}cyE*-5j6427B$3f7FLgUG6cHiD%CY^#VAF7Ruab{D!(&h{nWxp8;dyxl{R z?n_RU*lplvQ6>Cw%iU#7^v7}yRMC<}qTPq}P-c9guva=%L>T5BFULH5HK`yO<-myD zKzCPKd?>_2NS1C2d{c-;YAYhEP~5~3f7kL$zeE5vgOv`~%>j}T)rlpm0A6Eab=Nes zh~;OIh8iy!Z6pQlM!-S6F?<^B*K~iUn9vPLRX^Et2T#SeGyIhL14s_hT_bkK9?a}I zRAc@@PEkqi0}(2X=#S#$AK)Y3jR>729<n^X9)6SY)D-qZ zc4XJ_*7)wE@zfC=9PgwNfut;Wst8)}Cb-g`3I0I@Ll`=Sxh`EM@FBYF~`bLpxh28vz%S4sV*CD zT@T|0eGr_M7W&cqsp={tUJ>W#wVD#rXA_@25dq>yg8T^aDQh&;i&=jUEN5xFe%3>V zT4Ij7lKiwVsoHDW=u0)}&$<64x9C5R1op;OnCQa7Z2x_3(SHY!@IQfD#KpnI^WSod zp8PT0$)S$QKZhI@Ey5L9TPwYHW+EGeEqGkJz8ob~RYZq{LIF0C7S{OUCB@c+(N*3e z6}99ox-{xE>OoYvQcejUVNZ|~`M6OIF7wXZF`q6j$X|F(K=^=TGu1i$D*Nx4%b))f zmGGZ`ei@pZ-w}wkx+Zjp@oxRuaNpaz54r(%+1dK;Krb$8-N#oXAg1K}hU$RVvGu{a z%Y+2nC0@lGc&AZxT8J*2;d{?1^) zdEAB`Vlrh|^-vz-q+ra+bR7h)y_OsL7XyX@Lwim}<;HVkW&T zR~PBNg=)-D&Am<%wWFD^q(H)XhacppnzGs$4)%zei{54AnZvi+34p?w+Kat5t+zSL zm#VM+{Qt3G3L+nwjuIEhAC{(<-I1GdFUH^ZaRn4Lyg}WcbJcr!yDz62gZ@{WQFcZ$ zsUW@ISMzcZb=GYBnO)(`4%ltcNxl6mEIeK3?;0!HDES@G5GEFL>~8(%Ixv`xR>ImJ zFr{_dIm(j=P6)p-^ei$pD`KB!@P?V91JuUV>`qS?{24)9dDSN`sgPNc4r>?*S%vi# zv@G9V3_V%ojh=-2VXop`O8Lb@D7dxJy!cmiT_?*ZKUofmjiLEa3}xz&O1ek zOo-Hb%MdOX;FM^f=(eZ(gSOU63YYeY5w8%0)Y< zU8RgD@`B7A{YDO%plNNFQW8NY)9DO8vGV)voA_NPxlhF>7wL4*pEev?M?DSQO@Xp+ zPvRYyy1p^PUi2IVZH<2Tt=)7PSqTiDohqi2#(g}axFjFHNCDr>OUonjo1ZKVy&(4h zCyoJt!jk|J)*ZSthajhuo~kC(*f|Rgj}+;t(HgqVD9j4ym6*u~>bQ}bjJmovM=;%f zJ+=L%tDip<_|najt)E6XRC+29y!vQ0a6gP9YqpZ3N~M5vo`1;mssG#WmPrCL8_j&V zRJLkt%A&J3`&xMHn#KL>mITiE*FQ|&fFrYkV-TZNi59f^TfWtv-UK9|a$)?$mhV7b zfZ3_PPsC(k@}#3bH>o~SQyzKpTK36n^&kB>Jv8DZhgDfyU=;!!@-3b(aoTWcH1Mg7 z=eI$EADFu$u%3!LT9dD0`yBEjVJ4tmKh=4-mvYs4bm9dftk<#=(6(6A(O)7S-fyoK z^!8Jd0ww8BJeAe$mn8;Vj(T>{o}^8n@9V1NV{ZON@~A@LEzjc1e(9vmXVuFiWvbsS zx8t1@Q5a(~?{i_g*WpN4pU9jrGyGUu_|b6e-lgRY+ah%h+Mx@wA#9 z@vNd*qSj}7!S1~Ht}gI*vHuOwrwK>efQFA?o$ItP9&)Y zAv6vf)sm=pcYP+Q7v`)jYp;TL+Z;-(@AQm(T952Q6u-&3RD}<9d4IWfoSs0 zHusBCu8j?|$bV_EE3HjNtFPirW`Yqj%D6V;hz6^xeB70-E63faUd6L3)OB8Ac24KT8)bJkUokT3m3xg=|{gN$eOUxMNxu(ZjPN1KJ0EVFeh z=ZZ|bk~7)7u0eMV5cc$R>A}8ZEV2?MDC9NaZ*lJ(@jrPeNKBV!UFx;Xwtc6qbW5`e z*mtCv3Z8aBNjYXe(G3h3HgMe6z1k6^9u-JgHjryNOz*b>f$EZD)>0D%|!ma1{fC0>#9d2tGO%-7$$ zeoOSoPbD+wiZonpC1ZG>$h(~y;6SMrUY}c86&(S+E=~n&rAPcT#bqwQ+#38gP?>HR zqjmOMPH<)%ORrDtiOEjstAKXPIk57)qid6tpD;NU6=H?jjcEfHbVMvH(#W$aym?0*e<}aPxPerDv*u%kVIxbr0uy> zQsTt3{5S0MS`g3z9MvSah+u>=CYW{^KEZI^+P33X>d=Fd%k|m35#2CMlaF3Z8WKHv zM_TGk3`u!A6MnD4!1KIx6{JE;-d|2!dLu}2ZdOOZNojSBNshx3> zjZ_}I=f>I!Js0DNI#Ny;yR(LVdlk7Qow}bqOO)<(ir4Ae{=6g6QOvZha7|~;Q{~|{ z#>&+hAHkT;b({qK^lab0Kp^&uZRtQeoz*^ALq(!xH=}O3rni%-y=pwAkt$yOEbO3C zm+E#_httWLpI1SX!7%<=?EbjXb#cYmfzx-LqwDCTCtv*`4KUnM=T2zVB^i>7U@_i(V9v_+S?iUICFhTMK~E_yORcsB-L}GnNAHDS{DI?doheQ( z*4LSxl~O@NixjEeqC3K8GI8WDk*rXKgZHA@A6sJoEk0bmydJob_8K~m`D%kVM&C~G zbY1>6kxUs$UohJ#4hA+47_49O?r)=1RgSz@0QCFFcK$=t-`_+BnuZ$n|^d zlJr2cIC3}ZeWw%4p72CjwxoK7G8+hGmJYlrE^l3EQlmA63lHb;SZ zQK9F*o{<){JZ1Ch5*){x8cC{FA;Uic79KWr&D+!8CqCq=OvcN~CtA!~3j&)!iLG?8 znVRb@X_-LP$C6gdtcE6Zr>n~t`_ZK&*WzClWfv5}4C}cy4B)5X_V)JY_o1C@b2Pih z1uYMr<4!84OG)v(wmXGpA2$F>-q+FAK>Ntl*_~4N7C?v58f)tDepv>rD)q=Wru<01 zL5r_i-(LF}jOe&=`}inO2jecV?OQmq4u@9clwE2^tuy@R$@2d?d(vOAk5QcQ{tHYT z_y5Q$h?}4D|G~s@@^Jl6z{K&u|BX7^|BZ>`6yV@y|9`K5{w@96LinH{BQJx1h=>S> z#2Nj63KNI$g1GblW8(g|!o)E(-rGV}4Xm1+^np;$fe$M*pda$b5fO>1k%>Hc@(U%U z(9-^CgIAYzuEdvYIDN}6C7;ADYs9&DB@m9{3U+1&_?z4kNNYUAZ;e!(;A_^wnQVKD z&ILY93pYff(_R|N;XfE)7lS&EP9@M99v;KfZu5OO|_qO5CD6-NRWWBM( zl_6vfjKh*)%Fu0{(NTYj8QQPMT{{0u;KBG0p-(V2wdRb4=74zGx!H?C5;V$0jc>}> zS3=cU(UfUpO3SG095_@(2PMazy?OFv{T0LHE9LaX0O^VEe$ke+PpYikGe;lPs$-V} ziLgwOd3~jS=M?n3kD?F@IH~mc2pLO|n^_||_o*%P*;I>R985OJ_|n#g;y33&>v)B` z5qZR9q{0`M`D6V6+2&1Nn>kOV*V)G5?p!MUy4d!Y7zl*<_vT0)J1S+!`x9vktK2tK zp|TmiTpG=-9hzefwe(oNT>7ygw%c{lDRf`({7JSF;gqAQ+L8Sn9=%+XYzIM|fR}Or zmvyG37e~AA?q0O@*Lh(f?^_Y=2}R3@GxT+62~VcM;>9b<6}MuFh_=+ANKZ9hb#b4z zYbis6b%er14;;R;1E+8QK&PjSDZsD!<>9q!m?5|ANEGd)7fM{X0;tVHQwG%l(yq0$ z7XnIF3?en`OyXnkphIHO22JO7r3^1eQ1mX??9M9WF+x!78j2UmjiHV zDrcTNPDE||5LE~2_T-O5{T9BJc6F90^S$V#>MXy`qznEG4=d$L*?d~OeF3Nbt5&8z zz8c$XA=Rwkn?s0gaXE#Deu*)~LW^8+Je>Qitr{=>+#0CrH?#kAys4%F$p)z@8BVQ# zr}fE`_J&1?emo?+_45l02Ycpx__*IS=T^-+_e$yk`PTBGF_mRdMshX!$e-kI?}3Mn z!kwx4a=LQVcB_B_Q`0%5??vWmpz)SuJb1jJ?D>j79j=q~GFhy)+C+P1D_v?Qa8m?3 zpnx-Ig~^x62FxSI&zG#?A$)#zJtUk7EmvCj&RVlYGp@i&QKw3l_7GmCsd)Kf%SDn- zi2Zk~U*keSpd6-IbtPvPPDV9D@q6>$4BF^@OS6Udqag=7ma4ovsQi=SK*8#t!W=YI zyH8ki%;qqhJR4=6Jwxf%nD&_%Lv->cO#dF(bsu!~Og`0Zll z=6XG>0;YJ_us7u`OMt@PLJ?~&f8U^XIB#?O?x(XQ;jWa>%qcd-Q_~OmEbWaFex9n7 zvcZ(Ox(vaUslpXzQ_E?X-FW6azZnet5?mA^?Ly6hw;yx9UhB&g`Xmv{6Tf)F*w`lO zkzZ*Aa9v0&Q38A7#CYhIGrYq4_-%=uC42wZV1f^*Yx@x54@XKdXyUmO?FSvQ+x3!9 zDEmodla7J+h@kuGZLXOSun)-3KYrPcW(yRx9Do(&exzq8Gy4V3u5y1bNphZ@Iiy&aKES-Mv%iOyy7|gN@%(qQ4B3 z$TQK1AHol6vh~1T{`Hm(Ic>|VHtNf`Mf&zy(WeGT+CPN)3E+Vfw8QyvqSj~HZ2Xd= zXN6PAuBc*6KEbH)=ABrjM*I0~F1PgW4Uc_&V4QV+4moIe(x`uRS%H1M5=+85QY$`) zMrxXOM_Jk>1I(INLdER)mRR2P3!k@+5KqTo)zFHfV%;q)zh&#*dll5t!1mF1IdAmyKLqT-&aAlpze$oO-m?UjNM%FiR4(W;D!T^7 z6ddIe!%x$s`RSKj;*6{Z;d5Te-0?EA3h`BZLde9T4L4_%MN8HI>4|JtTcQXTMulH* zy>JZK?wfkuUvcL%7WN2&W4>o$k@`n_H~WCBE$g@(Yg!8L$$J*vihOzk28Zs69~b5A zw>PmZFHRa86vHPGx+cV{{J+gnr3`)wiKAZ)AwFaJHDkZ~Aw5qfc`1&#`Auny2zGg% zB$_f~p)uUn#&{MCL3 zA8f)jG4S?MnNc9+OE&`ME^V{Yy|V+9uJqkZpB7Ub*^)3f)TxvdHej%zs+ zBiV09EM#tt@@k*0S6fx!EulEZ5+JV5E6$mCTu`(Qmd`is8|@LyNAfqSm#kucwXziSEw~BE4H@q)-bfFb}M|_0S=AYd16SK@qt02acI1%Dc`49)x z2JoL-L*tsCYaBwT8)qt&O4U|K-)3`m`7?hR{)Ig*$U`$FgBx!Iq6tKlZo*I3(R=U) z6cgv2R~M?R0Xw=@EH*u1svI%73RBY=DhvRXb{HMLxvIVh?!KAae)ey5USc{pS>|U} zhVl?KQ*BJN&q@N}rJIxos)+Tk0NcVhxDZEF>yLVFygM_)YIsOdh-&X#-z!#bw@-9? zX(yFVC|t~~Fw}|>-iwkM_O1lE-A*fcfoX9y&D|FlI>A7u)OOy;x6uwnc~PuD>IPr6 z+i~?TYsQFZ$GL}E*M{#7y-aT=@-WLP$7fUBzzJN3hXy$xa~MjgP31fEc5}$@)yg;J z60H<(3&#WUR_=Fbeob0%IVald(b*&Vz9TlwNmRp@_66$Q)GbK(rJ{rc9a3#Gn!+j;j|F@ zP0oD}`SqEAX1(pl;hVp~kAnB`xTb;HHJ`sWgnMSE*Z6hcJ%lIefBbML<40O)9al7J ziQ=GWM|SYe*u5bWDQKmou7^>6Txj=M#T1O!qONQuFE%_`1DO{1D(!Lxp^7lYUS$9D zsQVT%DAe`&ZC(+r$iR=oz?FJTSVE?LxQ&sQmbFDVX~wy^wu`4JN=p}YjnOuJmt~EL z?7jWAeVwqn<$=0tX@aa!-H`~U=VEv#{!#00IEI z9lz*&YN>KQlz$Wzq?JibVIlbm!4s8?DMZ7rE#pbnrgSCA&{lL8D#{5|?qq0c^SHoU zI4XH9@`7jfU1i+FMx`byIfIKM_52+$#%cRvypar4hWL4I?iu8#VtHW`#_C%7KO^X? z3J}V@?9#owGjEMQN=tD!th9nxR%4yCan`Ye9qj)KWoNK1D~ zkwE^~0NKaZ@`3t@Jq=ycxJ=gBT*;(+W2rKiL0?|B=XBgr$%T3IK&(wfUW7?|Qymxi z-7bXmrh+u-3>wxu-s$4<8Nkz*BVwI?Au?M8IV+^b3=EvpI&|fwwsb)Fs|%<z-TPr%(Bm29uQ|;2U>{qqOqdu2-rJVHLX4 zwp#2^6RpVIUf@LW_{tev<5R|Vqep>6J!1Et%V0|yRy&+I(Mxkmw)<~Dfrl~IDtM1X z471BbfR(}9m=iKpCkMfd;X1=?>fk~k#IS{W-vL$C+m}gaz!{2?_FFiVi=FsPGw#stGEr78D?ke;I=WOeA zoaXp>*kRTAjI+SrXP+gagW6o1+n`nC7>gcQ8@A6}oPPH?GP9y6QL2cFoj>{)jb$cj z;wQ_daz6j2y$l}XNMe?H^uY_-+?TfEVM|~8POg#PN1=0??m8!%jAcKu(1at#7jJwO zMx`<+ImZyzI9gPne3>9<^mBe!mf74)Eu--{-qu?OO$lJ~f{&+8zfiiNr8kvDwU?*b zGaHAEl%qqaphs_Q5Niv<%l7cN^~!iHcN{FSAqgw_On}!{88--Q0m;+AwshPl_#(F! zIu~JAuUN<@`}T7mg+ivr+d;S`9ucGcrb3ZAbW|CpdF`E%LNHol z>>chi@P|rc_892I2*v7Y6vpDOU}2N;#-#%;G7AQg`ahN(x8Z8bh5cl^EFJ-P97D)DJLgXY^$T$-m`E5)k=~+T5K}+NNkzJ$?YAKs)D&zCW!ND0amfTY zA4fc#oE^@l9EwC;;LTN!wlq1m4!-Q#->CbHSXHhl`ZlnzD^R4vosS2Z>OVXmv^3%n zVONFI={7Vi*sNM%OwCsYeDx5)N;-?b;CH>Mv3x5M`oq58Z97fnHL>J`BbI*GMBMiB zrhPc!BlpBNcs*jUStDBdDIz#q;ffjegQE$~4_@e-E!)@FF!W4%DJ)%Q5{m9j5K{D{ zdeG)3lRGF~Ir^RavV**CWkdu!sxK^Xg~hPDD@_>{hs}c!{dq1yEg;w6rtvPGnT}ad zv)6^L;tp>uZ{%0K08r~m^v~THnY?HNemjGEWyMVK_a7!+b|Q>Xf)OA?6;fG#+k&gA zh{078tMW-_gA|er$X`2;`#Y z+U7HIlxppWYr7;@t>|M^k-T3pC^mgkA0TTR#>K!bQ{j=Z70^eLe_y3c=+N`bRE?%5 z{lrxpoK-PVqzh7}poCJalZD@uv$1P+mreCI-cASqK|$svkT=&#(To~elBQ$c4E74u zub-+xZd)5(L)>Vh4EP)crY)6j-S{H|y!+OSM22aI83x7YvSa)+0r(?uSt2iR@T+!* z_L^Bq(30Z=Xg?NdZMHy#5dpi%k}T|x@v(xPNd)_1%Zh zp%z&KI@a~4Sfbmur?9ivR{7&76l&)0OiDy$;R+CFyOWwAjjQ0*oC@g>omsmr z%1heOtcTEqpdRbprSQ6~MrPIgK^*W&wrQ-e+c)V@u_G#TrC=n+yc~3xyo}#S7wMH} zr+-FVsNIX!y@38IZ4YKoO+;XGHt?aU9v%m~%i#D7Wa{O6_mSqd!zly$^m5ZEQ}g}e zl)x=jaFLr@i$}p7{w(qdjM2SiG#X+~5S&~P-`=G4J?c%LSg>kp9{_)E!}TE6oH-i> zOw99TqR7(L0i2?x169abIAAJ>bRv4vj<4Fe_R8Y=^z)Yw4rf`l;As!l zwXTS{tDv_>3;~lIwF&2 z6{pF{{H)H8+9Jyf5M#i0_q74SGZQad_$qMA)8y!Xt0+#L*o=h+;iDg>iQbpUrufOE z5x0=ntWJL9o}hLoZZpTLU0wR_bEB50?tTydpokJENVKRz{D7P|M*M^WIBnrJZ74H6 zq|-IxVBNBCtNC&|894a`ZT?QJ#gazQE^A?$-0_O8%UMzAVV{KUrts&RYijcP+LglJ zXXwf&43jF83+4UO{bLaiQM^QDPi~^g`?7``h8p`ve03}p-rvoPHjF-Hem_(S0Bdc8 z&7cYHw^G=H<}TRN>J>)u9Di+Gk_K)f;p2zKy=o7k(-VEBK*)kYioj#*Yf&31(w>O5 zX8#8Or9fK0S$7N&#fuIz{c3kxd$h~3W(X99?^-w7V7H8yhjO^zo~QDv!9>=vss)m5 zhmqgY^sOn@PvHcdWvS-!Mj*eqM`Ct9&0O2rSWj z*!tFHjVj9|*B5fCDq{eGPd?^m|Rr3V_(PNLMWWgPlUO1D=FEF^_f zj1ix&YIXXg^CCt_g-+=Lo}Pp0Q22r38eCp;GO3hj9co=O$&w&pkyvA>JqNunGj#>c z$r8e@&>AdpT}GGU1Qy08R#`~fv<&9C(-Bj?F@)|jR=htlO|M7hfGyPR2i2?1%&5Y2 zT;;kpnu?9&ceWR@%V+_G(>-!4MXexVlNy#@LHDZ-ZiX$vfJ|^|nrjxxJKHp|w18mk z=Dt-m~sCR*9N7 z8D``#HO)-T2M#kEK^**<_9YfJR$z3u3Je2x^lc_ zaf}mLHifP)W++FN4nG?8<4@|`w|7z^Q+00MmLI9x#z2{PeD$pKw)5>Brj`Ej<2d53 z>h?D>L}Xb`#ps}82iCAHBAus9<+;x*7Tl8_MBvwV>+p*_#iy$UdPQEunXVk$b79GQXRJyc)n zkm-@P`aBPrNbcQ-;Z>%%YfEO4Q|_YC2uTgqK$i@XYw#k`$jpD=9{5?)sM6=-8}QFGWzlL;xz!Ji8k&p(Z8~V%J6Q-guP%|Uv>j0y*@~+MNA<5; zY)@vxAnsl(mc7%U)L?sSh4ut>2ELvS%=EC8{hPG5I;$J_wXHHcn|V1P6OZ9xR?N4E zID>ibwSX1n8ePt<;N3-)vn{JOHxu%>{)W4oPakO#NBj922{VnZx&BpBjfYw?23=0psqoV%+_3AxKP>#|ZwkWQ~I<_o(Qvr98CScSp2% zYs7Z?y@I;Btm-i=dE_5&YUnK)T4s>rE6A^&;htN0M3BhQxai7oYu7ZReQgb_uXfXh z1I!M2Z1t}%5kfTIGU|PPSB#!EE)rU$zjLj-i+)&RBxbptY8Ehu1AuF&+!!VY0C%k0 zxOe%8-*NMd_N)`SJ!~yUPDLNr1tJsL^&AmR-}xijEAwu6{(}>7cZ#A zEzPqC6y)wW$?aIh+jG~&xF~Zotb%W}TKTLBIZ(xMj@8I(gZ(96JP>QLoUCw_80lO- zvogyk$@i3U2YQGk&pR)6o0mf>DFB-T)~D6yX(v!lS7;%74l5)|;znRH2Q{T=@?F`< zaUzf25D3Rb?oD*6TJs!PmT3wUn|qb4x5cSLcIu)O1-kOU@x^X7tdY*D%F4v>2&$2U z@+5^As|6XyIrLv)-y*FhfOQzY&u=_pZ!Eh$cWuY;kH(77rz<(>W8iD!9ckU0iFA_b z%-g|)9qz=OFJJ~MO3Ye4q-EfF8U9p_xGZ~q70vis!tNUsTbLK*nS_Ob#z*j z?d{BwE1)E(zy$OIwPjnoi44bpdBX97>sq>ok2;l*oufRQ_pIBpbV~-jk;f5k2s@nj z^yjr{hxT%fp{r&pl-%rdo-6Whb$d2Vxs3>JbDW+tPymY-)eG;%V8L}Q?zJ_{=jV`@ zU=IW7TdB4*40;|#eI+P+I4E{LuLVnzii_YG+}WCEmTiivq0G~q61&+=yHhb*;S zcKTZjc-55`=eWidLG|@D*1v;dv$XQVIy7U3C%s^JZ^dzFmyKz0xnP{{5+LOp-`cv3 zbH=tU4ZXdLt9N-X$~JNr-2VWDc$t^hWhEL{UzLtpl_u(IsxImFf7%vC3(JX0D&q>+ zs60QVCXIi1`SU~Z8OI<~bO)XbNd?d-?!<*-$gPV>0VLoPp0(gruTqTNKEW%r-$PQ~ z2`A*np-;7Px}Ay}*>@HWj6(CkuCQws_VKK2*^{y_B-TCkoyGj}PPkWYLe}-w6;3Xb zyt>_}nU^korTx@gP9aiGn6jK_v-aWHh zuspL8E*!hB0Jo)Ay@D-0{?&k+$jAfl8qTgF6=x))=v^rLC(79ko}(t5^CavYO6D~K zy>YkDTx_=Hc z3own<7_CsfWNW*ZY;bYUVN;i;PQBlQ0O>(|o3X{qhg!on+_ zrp9cVuBmrE`0f10&jr^f@ErwTT?bveSmj|Z);SwdSNd0`>3$!x(;^;RVWlJHayd0U z#IQo!WRX`rvsyVVkxw55?$U}p#Od0$o{XwzjN>CJ7-pYo;#-S0^6#Jxk;|t7y-E>n zG<#Lm^Vgc^b^ibg$9EIUYJnuic7elGNKnSpsQGF{!PE6Pia8Q*v3?5UnAraSN|C0O z1;wMgnTY{2{7LJYr56WpNtgSBngl3bkOaa{C`arUNLSkcUY5xKActu=;AI~?80B$2v>;YZTG zR=p`IuG%fms;iwQ-mJN)`6k(mNQwtJCaG!K#BXeY7c8R(J*yt`N}lDFcaVhS;;q=} zbK0iR0|VUgTvDwI^Iua>VMa8qDP5ZLd9tQjSNXdRD=y;I1aE}PV;MD~`h~1fD$P11 zn8wbgpqA!26tV_o1E^Zcvf4<>lbl}K9R8Nl2|{C`=DTe%h;?9cSDL}Hvy8~n1Ghf4 zxo@`FOoyMP5tDUQM7Ap*QZ+P2-~1#v;KDLJ=&U0)PI#ibKee$R^YidWmGvrL%6y+v z+uKifD2m=0C6M%3)Uo`9MP7~Yj$;n5e0;3_jVDOO3^$J%7r31O7AyLL9MZx$6XToOF7xD(t~4zsE?Pzd7v_Lkm zDnEyl^sa51aXJ(&83&feaa`XU-1ccxjW_LDyF06064_viV+bvP**%SEw7XDp0RDA_ z2BemHTv5w%WMIF1^>4znF7@dgVlUm}_=&0H)aO`w)!pT{nXj#Ci40{I21XnYO5tyA zOG$v=HglTQwY0m{=3x*xKYCW}RrPNT+*&X&Zj}E35jAj>6w;Hit!Ek({hd8uQkb{j zY|YV_e8ERi+>h|9eqY(j+Au97gKDyp0*_NsTE_PhFqvGuMM8jahRs@A<8af>XB?tf z+x;MuoQ|1X`}MBGoxG3FvwH5OXBV<9+E|f)921k3;iLn0NBQQvKMvX0G?Lh)kqc0{ zc}rt({CUlAmhCDkq;R~m1SH7JN}Qeu9gTJ#9nzZZk;<@yM!SZ3H@$h7`L11A;q!az zL$n$di|l()(#8P_$ax;))}AaT(%=lN^CLLi2>F2b^{ZAFQNrsM*4m>79R@2>LmkDb z00#^+gWk9uA88J2+4emsMmv;k+>|6PN-jV(VTR}dILsp%br>X1Yn~8G^5W)p-lo8&!Ta7y5B?2(3&+(jMzLPJ@mLK1j#B@`` zMh~6tQ?+9a>|`%4c3}I~^tSgNOKoLijsdDr=z64gu}eL!B43=kup7dh0qZQGK6>fINAjdi4u7kU72rG`Fu{B0tv&aT9(yl{qaRrh|0o;m!vLEIu zd2V%mXO*N$s$WM8UR(XpyN9{-ti3YMe3_Y=HGW738K|y<-Z54iR2;F+PHOg(J8f%O zPtPCSC%X2hvJ~gfG)59c)?*SeWn^uvdy3W5CWg;iwVr7A#Ig;;rZeC0rz~(a#3o>H z8;!iTzALDkNU>PgWLtpfSmvT}=8Hs5QKh8%o%N-(GDDHcE0BF_pVcOo#^cF}Tlb?Y zx3ygG?eR->j#H7*2>w-}sOjHnLvVzQewFb*R&kTMy|45094d0pU73ZYY1bCgnVM58 zvE0D+`d3S5e5zPTjHP;#Dz2OrkTB`DHE#a^7ot9DOscW>u3 zfbo#5dRILtI<*sr->^zi8--)Z!*kZX%o1`=O>L)>JbcGT65gS$-{^M=@q~C-ZEeFP ze;T!81h>`*@R6Ch+5Uo0rF2S5lwoz976)!pH-Ur*vvz#K2@?YwY_KT-@1<^{{XYp{{V$^w--~&2gtEwuJ@|i-R@o7a%6pr z-}J7ZP0_7ku!KtjNhn;iy5y2*3r36+d$XN_`g?a6nl;BGoP%A4ovE$l3FeKAd$7Q7 zr6G3pChbrz(WwG#R-n%|$Io>bgdcYpNyX)T_GTg2!+D_x1W! zTkCZWpa3IqQ)-XOvGkn*b?d+Fxn;PGjJvJW$+##VUs~xd;bgSQV9p$1SkRF(?OZza6vl<2|&&9x3ioK?k1ls#0&w{)oXGx$8kLMJxxp_{{Tor&GM5|J99go?JMeZ z7PiXpDLfJdS^mzRRS`rtk;&~&v3T7v$4b2n?QbEKNa1l^)G1SxQl7_$R;<*Ww!j$8ci`uQCG-xd6*_~%Zrn^e?o>}|j^PT?0P12yj6AJAg( z=8qka*wXT4l}0zUc<+MF-x+B~(sBHad%epj$S0Ft#%DQQL2O=6N-eqd*w2O4^)yqG zKrQ)GFJp>g#IGmTsIAjm_?FBe<+2F%&r08t++EwqFMuYRZ3EEO+AmNsr#wM zPiBrn_Q{o%?eeZY4MRSwEv<~u&k{Vi;ql0=o6Mq+2h2FGX7@76+s7<1ikvju^pWY( z{q!u%b)AXeo@=7fd_LNM^X`dQm!kJ-%+f94613MGA~rC4*IyR1W)WkIpQ4KFtu9@R zBNae2=xksP6e=EqsoxJeZIQOp2LumVj%{8!b}Mg0=}LB7Huzt!a%+iF=GAmK zRBA?C^WB_P{{Wb>Tw7a%x;)+n$ig5NMJ~AQdsa9ZqGr%`c%@5n(Wr(#URGw z2+0T5m2K^&)S2ZI{_PII8NSJwX+EIbyp^3?EfJYu^GzBNbqzF#PMqz94vA{6BvtrDOuw$Z}B!`lJ2^ zy$V&ij_O#BXUfc>ss8|GvLRvRI|VVfzj0jNr)u{1GQE}DO&c*G6|hu#R1)5uM&+JE zmO+8X>rIkW+l~jVb*617DK{;Nbh|lq85`{nh@&HN_iE~*Du712LgQ{RoL3)h=EpkC z6YOE>-nL@Ye1%amg)DKrbTu+MaBdLM7H%|zkaM<*& zg6j4=IK2579D-4OO>^sUCDY9#g6!PjQdc^$aHSNKbdx$O5btjd!h+7q7@XkduSItv zT&C7$E_M~pYKD(ElS+kh11}7|p4EC81(niWj;P_VM_S6Oaf5N(Q(W=X?)0r1{@UGU zmQ__JaE~0;!rqZ;(Q-)yW4%7Y?Pq~lpWT(sK?K&4>P;fBEBAWwUkOsQ>eO?+j%2q@ zY)7SuZLO7NLmmm+o^x6=DR8pM{;f|64Qj^}HxU)u3C9(Ke?5#$$(Kh{wT9D-*0r#b zgngrTxr}OiN$9mTqrZS#kT4Vv%DLNn=_kIM5K6HF@;P1{ds8&I7S{4qyJUM=az1WI z{{ZV&vRzxpy)BRK)M0blrna=yrqk)@XrQS{sH@zoJEg>_6D~^faw^ioj+<}?9V(@y zZ*g+-tet*PD&$bi^N<^g;gnKJ%&FQsUt^2$G)ZM7Wq#>!K(2elDVrGNQZ}DT?tD+- z$GLk~Gyd&l%!qoQrBu4pZM9nobj~Bl%xnkUBEFLWQAUdE-^lQ>^5>|maGGu3+H4vJ zIXL6%UA~(h%R5BJMHS`n7t^(A?HTj3QiX>?L9bV_Tt#lag1hT0I~*Gkc-6e02wbb-8=SS3G zp4)EefsB?J#Z&NgqTK4xi4?jP$sV<<@dnG!v5rtVia^;uo$3Do4PuT^ld)lR@daZyN#0C2~NUz4THcH=ze+y`@{3DR_f2mx*?>HMo-E&913u? zwQafU`IAofI%=vj1l(*HhUSE{^@2z{697-IA*=E zzK_pVk`ci;%MbCS(<+rdT~_BxEz?NTNsNB#B;iN5rBrr#G`I_bB$S519W&4JsV2FP zSF<+IP4h7uy+F@AQ*|4af;nXXkqT{5>S;w?mqss}UCfxKPd-)3{qvmntfxb9sl42T zA1aLgw70q~%re7q=CSh>Gob1XO>U~VUgo|(F@;rLN%cO0mm-fm9m^{kl*Zh1!yeV2 zd2=d8(VT#I$n>o%m@b5Wx&eXb1FdApWt8l|1x^aL2Dqul5tXO+l}63qb3;wiZRdey zTZdunD)jm^QlM34-a2H{VzX;IMY*<9v<$psq54(JOStZEK_2<*TBRE+_3Coftx?I& zF6f}sojzo@V9eV=$E9r~qFZDkvQJUzT(+e#xz=S;+#%WxZfPP2{{Ywdxj)@JR6^>n zvrkVlaTM)NGkcn%1GIdHr4_E1mLU`dTmi)u>nsI7`S_0?+t2w~@s5#tH0@&2@waV; zRd(Cg0P|k?9-(8Z+DAQ&)N?B?-~$cA>OE`cYTEFwmoBy9J54$(!)Vhn9%wx7m`!&4Ck0+rgrFC$Wj^W$pJGeOMQ%_>?_;GZJ zB`+Lc6665R!}yQAQ3)st!SFwdyroi`mn3>0TPp7n1m&f)`4n&AA)K5L4_f6fmlI%e zNv`TxM~;qIN23dSne^6#(7+;ap_j zXwv87J8QgzNSPCmSJ2fRS5LINgzR8Xaak&ogs&}_@R*-w`6sGp1vHQuh26*laq1fc z`&N>euCC&HMU(96L3BUI#~_-^)~uw8-H<6{M%;(es@ZFo*A5{4?f}727z%$X^`jS7 znsDfR)_s>K*Y=RwM^$A#ou%21M)IF<^2Xu9pHp3Ko8m178~E&g)QvM8tBmc>*R^q4 z4}~Vy?nt`1VH{u;Q;dQ9&3YAwhBTc$m7;}Ak&ao8Pvcrs%M{-{nc+r~gVh})+1XsW z%PqWZDvSckGm58qCB2L$LRCQNfmCAGV78J=d1Y4H%Jb5&HN93lyNDAd<6_EGbpHVB z*ES|T$K6`8s!c*SFWq>7B!)oS3L)W0+({kl4(r4c-Oi9Z$+YC0$+k6K-;HKXEFvAT z9LS7%58=mOtz(5}ib){Y?C-}pBm2br*F8A%>n3^CE6MJ3S~j(Fre377Ng-Y2DsIl@ zKgzoQ01?e&ulQc^qqt10Yy))}$3yL2eD5EUjH9CAn?EW40PEFLb$2bD%quFYz6QX3 zx_xW5le0I%*HMyEdK~SQtaf%`SpjDI=N)T4=Gh~h?f(E&-94*LOOYD1QjiM#q}34{ z>JkKvODgvswd%)H>gvv)vran}EUZk98zoS6_pNCKt-Y+DXaL3m`A>gppz_>l@&5p& zI!XZA8Zm;t)az&_znEN4{;xO-+v!BKG{aL;dT4U;+!>pfV;CoDvHPOBtun?4tP!L+ zX+S%a^d6Owtm!e?-3g=5kjIt&>8Y)+8UnipVm$04AC)%Mv?7%`MsJ^UN^1if?v3`7 z$RneDYkR^vb*`y;!saIPp#y?W-nE?#%1(j9g$gpt-@{XQXH-&8v(a4n|M5D!sIV_IQ=U ztde}pvJ4uQ&0gy9rI|4rpO6#Dtu09r8rE2qe$b7TC)2%kdzC5s?#d)xQ+%mv$3B>g z31(b@)MB))Z0$sUED5v@ck>qb=f{;{fI+G@vfra_S)4|B3QcJoP8x%}71R9w zW)78E$KG}?-F=?Q_BD(M#F^l9s~UWWZX{5^kZSEj8`m|EfxBl{K3G_<6E9C)Ro>c zgk&6wpqgxVS1?{jDyo)Nc*yE~tJK5EB<-wqJbYa{a-2tu^o6$ZRL=_GXDcZG0DC;w zcV>UoFK{a(#kOs6s=&^jBpXQd&2Cx8o0L)5S7d6sl-2rZa6O8iHMtOJmgv~p&Clgn zz5~2i?qs*f+q;jYXnaMod&?*i0({s{m;m}$8R160k5yNW(sl&lg2s6KYf7=bCvJj0 zXT(;kd85iPl2qckZ-!SvHCe4$zG8%9J;AQJ`fTW~vI2}3kVhcbJK@gW98i;KaFKu%N~=X z3ETz3jjB2lYck6A{_g0fl=8{`=Pn!1G9SzQQ9O?S{Eg5cJMXS(a$wR#;RQ1Ey$6vKID;*7B?)3W_|};~;WtD)RO_y_S}%=CU|v zf8o!jYL2Il>_s>2N+%U6k- za`Gs(sojTaG@Ro1H;{_+{(2*w%|{DUr)5T+|tb`P~O#?=T0k^bDFFjHGL67T(U&Ak(o&fGB7KL{?fRB zpY>-Q02r@THcvBPKHz%hxbGMET_J+v?f?*??;suxJRNRHIK3{;8tqn!i+8ZT6xC(D zX_*eiuW5xlfyX%&o{SfTsJ z)Pq)T^vM;=fIO!dSqa=nzt+6}0BadE&nBdsIor4-5s-|qZIG3Xmy@0eAK_TCTO&M8 zA``fTaz0R_kUo{t-dQi$5=kA_VI~#aj0GKl{v9sgO?#j{W#O zs;tr@MT|pmZl|@R5a@C!({_ z>KTsGI*(d{{jL7Y4bue(K~~2(_Ny^&kx4!I=99Y$aa82_S*CebwcZnf6Cx0nG4P{ec3rFw$ubK1ihG2xqo?Oz?4!VtyY zIC>@7YJl0~gFihzqg3598 z9&4%>VeN|NwQ{$%DINFQMstEI{p3=~n_s z+8}veMQm9-Q$)x>1-jz7Yq2JYub^;6yypSC174jA#*ed?O-~;cS~Vr1qpE+TU0R;F zHK(VhZ*V(etHo??CPv_a$Tg*EA-B7c<(4!9p=JWKrq?q#q;p!O%%jBV6CC6cMRodU zJ9iESIsuB}ud_dlX&yHmv)f(Z5m2W(m6Qo zPtyEFXp7}WTG`i!ic)sx*!HS-x^(ehNq=rji5$6F%(t2p@f2oN9!1CQOpthMwLjgmsx^kvAdNa!u5NMwMygmMZWnSQ>a zpLwcBr|HjeHQa+gDu6~=y$2QRXm`e(B>lsy`&F5bgav=PQmf6aTOh&%lhZs3^6P&P z>$;uOL2V?vdXlTa9`$ZN4*08CkSuW+)Mqowc82-`S7@!y#e$4Ki7OqA&xv4#cS$lX zra_<2RaZ|r!7pOYC}mJe<)M;oaaA<1N$o9abLIn#DyJW|U3Cb|T0B2ih|exs;a#->ILt;+87 ztM~USb*#-goaX~SN|Ykb0!V?^(2kY!S(al?Q*_#TbvNd zI6rlM19e-cySZ7CR*hl@Zr-&{$m+M-N&f&>{{TH5aZ^qe9YUPs_N}W0k>MMEDvxU> z?InAiQktbnSudGd4F&{|-OBGJ!5G{Q0IPPlcQ)tAnm|T)&p53ccqBVj#syBd&sr-vV3T70@w!o5-&&7v#K+nB{s+r7?f(D_ z?cRR_D(uSn&;0AeE8RX6OKN-=VKXn9Cvs3XBh!le%xb+YPa7_ijeDazThb=7yxkHx zQg|SArd#S#M;S>~w=YqSO?MiMCgvxB-0VDNxU0Jl){{R>2 z5^887L-Q<|QPgqXw!_79BgV!~G?b?oviwdvMUs1I9Rd5w?a* zgV!8ahevI;crF?^ibUHPB?k_~aD9z?H;2{@LdG+0NQ^Jc+qxg~npvGj(sn*oR+U*h zlU-al|tj9a*}Pf5MRwZ4e{EB#U<{r|uKq>08Nf5)euI!wa7Ek*dKo$>!(D z86h|XXVi-E)E$#+LCOg&4p(2e@tP|w7W$rKm%hueM>901$rkAbF&hl+ zCyn3zYJ=x{W{rxnla|_gjMLR6k@p?)zb)71%~jMS@@?PB04l~?XzP*hU64cugXpv|8M%dgmDIk(W8DPD!Su3{3FK z2i`;dDjk}gfGs3za}XH}hYk5w+UW7` zSmUoQr@y^Y`&Cr@v6Fx+U;9E^iDOAd*n6rsU#(SbJ~^QuHgnE%RD9OAZH>?z2OTQ( zdK_G`qWPP;XQ23dR))5GRvgTT{s%g(`ICJJ>pF>pO zxteR^6~YDC$OFA}GfbXocEJLR zPns(1VheEwWpl{mp0$f5@ z%09~QveSDP2AkKZ&)ZxGu68Vdj>J~3ucjumq!k$R0Lr(a6&?PXi*4sdpcUtev8CLD z8mX?#Ep<59@UhfYIo>-n7eu>vwDP1FmLs*tp%qKU8fV+A1d*oc4`EujRxM@XA2v12 zH$$9%dYh|iT6K-J#hmw%CC=Ymk?bqbg1)Pv#-4{e;M*x+v=1~UHZFSmS9^DIZ1fwM zx^0Y{o-2>=%=n33Cp#FDJ^8M;R8w=|>xi;j%uS_FIn7#8l$&}HWpe{by-S;Q1+$UO z8m5H}+&*Mu4mkvR*EwRBdNtC-B9d4e?lO$y*wO6m)nbK6Z}Dc|igKTPoco#E?1u_)X} z&c~}%mm1)+f=PsbyFf@RYKEbH6`7pwe@yTzmDKeXk%yYw&N8uQgH?N+(TwX#^3?2X zJXCK$#lF@4_UHDo;?Oh0-egtxcXFs;q~>S zESB1rDb5=;X2N-NIHb4K;xTTJnB?k>?Vi<@NV!JWDlQTJ8@-BAT0ZjZ4>hr6ZRR#` za5*Njt?q6mFFLR(Ba*5|094Jb%VQfEVkHQ{Dmqui)xyP9eA2$Bu{BbxebQ^&wz!e) zVIT$S)r7tsk**$Fjk1P3J}^M57DU|1<|#Rmw^v;ZX$`uEP+J`4vZpC?IP@xYWrSR? z>T(llkXZ=XcM=XqJXY3`IZ#KfCazTO3cquaOJNa`-DDgN;8Ja>iN{+LQlqIx^EU*5 z0h3v}oPKoCNH`~hNpSZ&RbgaYADFkLGS=GT&sUXQ)Stc9wXZo;g_1a_!9(AdOms%*ua*(0yy?n{_36Pvm{&8gW#Vp!HvQktAl} zWVf7Rc!9%uf!Nip2S`DC_RWNOf9lYj<-KcN?Jc!SoLM;?t{)u-p!coVY}PHS9AE_) z0=G_9v8E>z7aLm7@-t=yK4y=6$Dtjojo0nA-Ls5ygYx>$%zZI;Sj2?qE1YN6wO~a+UpQ6cCb^llDRjtI)gcCC7%bf@ zpVf6uLg_z!J8d7pyb7;n?H-RtYl?D;a_DwiuZRTOwEH`fW&<+3Uoee*eznO(aWvb7 z#Do>eLYx=D&ov#K1}kAXR|S`81Lg-jZ^!BcNRW&#}o=j%rE5!EWt6GSmm5Djv zV00$3HN903G0QTKmjGnuxw~8Y`RyT&0)?wSVCiyq-lfL}LKt z5Zw)FTKF+cfXOQXjidrPSECyAY45p|DarIX>mfY1q3wxjIXNQ$WMc>Ot2a7mx6|fF zJLEB(u^!dm+4y?K))hrX09Fr(A-9TYkT%#=4pGw5Lb-3#~8nV`>_&`%S5%7+>E70hckxA(hbC1o*!GENRFe&D><5;?%n00UL# zd_u9~_lJ}1%`4fPC@I3yII9^imOx{jqfymC&VLHlz6ScoblAjaAk#INjfAN+vI88A z&VPiOeV3hkY}jbw3foGs&oxfRJvmM((^q~(8a|P8GI_Je>u=d}g2J}$tnJ?4?EX^u zAaE&`^WTLFbqbttC6ACtxUDNIOO00LEv(aXx#&7$*0YqYt2(0;p=bD=2g67qus5#? zGD9H|u*o@L$RK?yw7wEt1%@D1hdYlLsu~uJdEtvmRf?c+J(k9650AxvrLIuP!v|W-nrl&9BXmr|kr)hA=WsRa?*z`1-zu2L_ zwwfkT^FA2|dd^f_qB7&u8qykdz1lCBgL?hO?kT)Xr|z^&>B5}U?#;-S)oo5d!w&U_ zb6{qINg*uF6BdkTkEK$1Zq4ztb{h~3k<`~m9?N?kxB+>tsMhwi5~&oDM>L@5>Ydv- z+r4%tv@t7y#BIU#sybxXR)@&B!Ek<8Q;@*)t6IEvEvLAOC3&;B1ssE#$dd8m@)^{w z7;r`^u*w{-k~Td2!gsQ{+1)~J^w}a(eB!@&e-E&)F@s8-uBKbKC1~SqyYZ6Wje4e< z>nK+K`i95Wv+iSCOW9&SF7vz(Ut0EXvb|ncvF1fx*virD?ULFt3bJE?$*t+6^7P`* z!2|uLTX&B@5`z4Ro9`~ z_!CP7n&w2}F@(>pZR=OEd90{9a6JI^tDYURHhL^-#BOhxRzj;A^gRz1yQJvG;%_*q z5y!~%Eksq7&dP05jo7+2kqw|ri-p}ObEGqV=A9jALCNnXDwN}j_hCU1w}t;iK9W)x{77>v^UnqDG?-%#~_U6t!;|#)qwl0 z!5)>)&8W7CB#}LN=0~rS0%6eDIXLvO1~a?QFja~@7{>t1YBZsUFb0289E z8ftE(M|*5(>DHQs+L#4YkjlKrJBQYW#n@ zn{s@-epI1SN^VK+U4B_bC9$oykM*zr0DaL=h=Bm_U(Sl^=a=-)H$9HEt!#rmy=x{}SCMJTfO~Up($~9dn^CRk4 z(ep8qL6$uM?Od;lVpw8m;y7$%u<9$bi(R(3(QIZcUg7PLq`=3_K+SV^R>x7e5wQON zT5!w<-4)<0GNYtVs>|!ta#bp5k(c2sl$T9-3aDtCIsWi9u`G-cx)#SC)eXj*Z=?Bg z+C&GIHlJ1<>fCU7xP1QX@+m5sot3IWb9H00A+(Hy%8`@a=X~(^;mw_IglvhAfH<0^$2#xMmkrezLG>CRdR7$ zuD7Q_WdpOeSoP4hz4*u zPaa@;V5(#jp4i7qv1Ir6K~@WuSZ5?i%mK!IJLbJ@56iI%)fyaBalX5c* zpSdS#+`ip2>sD_s;?wQpo;5N?P-j2Gjyc77bD)z^TeC>XT;7erBYQ~Sjwh*_Ptx_xPWI?UZyxCZIk^dgxLhAi#mWXrQBJC(3%c=VTq{_0Swp%L-$DOT-Jl(m^3RDlG<|DOuxM)vZVR} z=~|XjPpMqV1E>!Y_CJ+;W-pqhX+{p{s&G+__C}nB+8ali$VFAjHD<;*WwM4<00tST zbnQ7NiQu}AdSe7Pb5UNwb!9Yg+sdLGa0=%Y#;Ec`o=W#3R+PP(dX)TIY!(>Jp>H^! zmv3Cv-8b#9TE=crG{JJ)f2~)R)=Ah*&P=F2Q`_>bjVj?TY}Qv@vJgXe=DMgt7@v1$ zwF-^Gl3Up4ZQ;B+jQ0|{Y;%yKs?_@J_1(UhyJFsqcC!xEW#xv}=*KZJf__rNgHF{Q zWYcDa0g;OE2TJ7TsT#JDu~U`W(8SSii#qSY?Z~PgFh-VSW&Y{^02*$YktRA3*w&7@ z7UhM#ct4eWJsNTLcSp`w_?c(Jm%`%SIh6dQ07v&o?Na!{AM|MMlOT@cwR0X7o=a=F zA|06gr?{@$SdZ;q9-L!u{!fzP5tU=nq0EU_hAGm z9a!SByfGJ(1Khgc5s{wevpjop@n}&le|d2rA3_{2ppq~!BdG&@3;D&!oVYhg%9HiAapbB@*Bft}{=df9ZZHhQcq6HJH??h59$ zmKJsrNI7=kA9Gy|gt6Uekx3h6Sw}UKty_t0lppVOuGwxxSMMzQoW-1SHr99Cdy(F| z{VLo?rbIA6E1qkI(PI+cEIZD|lMTlso|Wj*sY^##_#tpTs->bg#!A+Soor*4NdhJt zKQXN!pdbUaa{3+Ei&&l+XZ!ppZ(R1SqG^^SCyoVToz7~pYDpDrzz=W%<9{{Bc=3F= zmDleU7{}JTJw1PL(v!@szaE0PzZgs&`YUoWq~zn*wM}XAQ*!KeV4~-VNgU;slS>g| zI`V1>tmd?wJY?fMq3CN&T~DSUTim^6SRK)_Cc+fJG&v4s?^j9e%$a}UhNi+B6S2Byre;!XLPv2=!^$#$)-Sc$Iwymh?7^$ zH6zN5(LXHV3LYastPtz$yD^fz&0$6_zHGFDuho@)wra6aRM8p^;6@$y!Lxo!B+qmJKecX=xc3+azkauR(eW<0#*Sffa zaOE=9sOvmQG)h4Jm66JD&P{7GJY^qSmMEN}p>b*5N0p&K9LtSrI=%ckYpHCLwG~LzQZ#jaDqqkJ+hex87 z_$xbT`h;{=s^)LQ%QSxKcE4NtjH7;3dSsJ^ir=-&?uqxl*t$~N>Rv*sn}4`|GN5@s zNZzzxV0JdS%Et=wv-@Dfa>u@szMgoA0ZH4+08X`+CuEg?^bIJGM`L|kEsI{v+Dmo3 z2TBwFOc!dTicjont(grYjjmYz87u1sig2fZ_bc5^lCrL$oGtobrrI(-`sd@!j(o$m zDPVo7W_!mfX;cO;$aSWZp3M@W#^R4J&CN|Xj9o>i>QJZDJ_qm;uJHcVUQR_xeJduvaTw6k6#j& zSUsIYt~(nMKphFVs2)C*=q{GPUbSwvS?8Bx;U}^`{xH-n+GYLZNI`K{y!Cnxc0&*! zptF;3Tw4|B%kZU1tKgCB$8cmnwsJ}!l*{Dd&#e;8bY$ur8H~bfQd4gGHd-{uj)W!ZMcroAUo6I8R58@!G%m9% zesZTdj~d>(!gc90-*Y9(;UIs&%Tg+6MxNKyoVjenIi;vym(CGTr-yPRP2jXt_%UVH z6c{fqCQ$3%9Ia%}8rURR4phmrmM+DF?P40W)|HLz>B`-6iWZkP#z?fByinsJc$(#V zL~tsLD_A5yjMFHa+6u_n876XCP|dfLTy_08k^Vv#;=wDd8Q zz@&WK?T*jGxq4!kO()3ZhD6^7pJ<_{+q_LxR1T(6|2>wBY>ONouk9-iizQ}w z^V&MfYer*V(;#{>^Nc#L4?BeAF-e6wOU+$}Ly9IW26MPe87)MdOq@kyn#zg#*sAD~ zXxzTOb)4DTjG`D3YdD)~>0ny#6sJ=YdX+G%f;JGCcZjpg)El1VXKTRVikbY|N^`!d zs$>BZnidXwM+2>pwia}@TYb2eIF9)!$4I_75$&~nq4^m>d3bFalkc?{aO!}qzp`;^ z6%qLh%+2%dTNyC}zA2$boN@gyB+%A(W}eqzl@x%Ho@?A+l66rItE7AAEcb%gI@6An zcIvG+sTk@O*8njN6Q}<`S;4XzWY0LGj|hMRMK?9E`>Do!Q6dD|=a=Ld9v65#qe+i8 zxcO?~k(7)dSqySqYIH&wCQCe$XF=9ROJ0bIub9cl7BLBAv55n7dY(d(G_aWr!G-1c zx!O0EIuDZPs=MU8iMCpb^i4k#Dh~ZbRnUj)6SUX%A`p0OtvYH9M|#*nLN4?^(xG*L z^ZG~uOa$BaXqc+G?W%8hC(LTTeHf9X*mhO>(DR7g5G27WAZ~_fRJ5{*ORjQs#HZ^U zk4*q>U@w=nbS%&0e)cG71m$i8f26pV*b~qN`)b)TO=|qy*oBFM0ObNKRw$>&5s<%7 zHx5nMTYZC;?*5=@*~g2jO)U|`lV}%+ksb?!Su!-yq>{H0xmB^+^9hOss@GG^QNee} zTk9rQf7<_er4X~)4qVb&YTL&P_w?>e$V*Y8;5D0+3U&uF?&^9V+qcefN(zG5d;3Qd zI_H}8&9=(kisiQEl56{mcgTA#bMV4Hs81GUK+p02S z$-#tgrz-p0&z-{x^5T{vg`)&DQd^q=o{LM{#N~Q5v$f05;iu*2K(7tE>JR-0g$LF& zamw?SV8qr}$Y18D6)tVLVx^Q;g>gP{lT=_%2IdloYpW)P;5_}vC?t$=y_zRJ25p#X z@5Q__TxROn-*b3AnKVecBM?fy7VKc^VOJLSDFmlLAGYIFgp4An${0Fw6sho^;(*W4 z?AE|;0Lz=|gAb_n3&4B4Yg_JSD_{S7GaI5z;UtPqUUf!4I&yk4?Kcjj?5MYXeNP=r z%a3(mc9;Ca|68fQkZZ5%9$~0=jM!BCg*bSdK-!K z7}kc4dLQ+Vl@jnjonn4I&ACp$r-J=dU7&2Y6`-ulXDm$tMJVqA z`W*d!73zzf;a052lg8Igy68zBwyYB6?6=ACJAH-S*@}}{JH0^$YPg~oQo-8A3+SElRIEYAz0%48|X;czai6!m7u1%8l( z3=e-sLy-f`dUVscVpsmOt;H;scvOEZ?8>qi|6Xe-t%Tmy#CH51TOCfEiGH;_g(x7o z#f3a@#-l$UxTrH?5!7o0L%T;u+^RX@ojNybhcMq1tsw;zY8JW1Ivu>ZD?D@>w(+F8 z5{U;1U}P-Ju;;(i%|_MEy$VXd-_X!p1jd|~)YSs_C@)X= zc4nsa@v{V1Oov+-j%QvKy+gRsxZYQpCixF6AobTP?&?fC6z6z&<0hP?&Z+qmA}8n8 zPftLIN9X%kSy&Ok6>u@&RPr0mCFWuz9&@y2lSh+B77d;DNsZSzr!v(s4%g*9%UR0y z2_GICe8YOQ_tAFwlv>C&b6{2<@tP_dt(U3GO;!zZ^1gnCc7gsA^m?==HT6L$l*EJZ zXhg}&a*6;0EFC!YWid-1PdVL=GP`#?*r~yu8EpAb-jCNS*D70awfJY}PL{Pd_0oR4 z)Y$11!S+1I^x_ig?s6eF&UlCSWJ+Z2&bApPAc7PJ6vEQW4F`2;#_q}xs0kG z!Z8qoqFCJFfmqxM3!VZfAbqTU>qm#oY^P*8uDn*yP(jl0kwo}J@IZrL7R$;WkZLYU z&JTWQ2(N=0=~rt|4%!-7;zoUne-Ku7Y9ZzRLs0o@ww!p+JYEU1@yJKxa|E?B9etXO zC?rFRL0Y`#slGWU(SWEv!QgVK>adM|+&-`} z+2gOml+8_AlS;q9${bl@%3a9&GjYOkcjw8>6+W89Y-%gC>C6%ob)F=KjW2dF%c!ta zyjU2uGbM=2dJ(xNStX;^a_O10yvI;1xIG;8JuI>wrv5@bYj<6{imSR}-u`KdN#$Bj zS}CZykHDX-?WoaA0!7+&e&+HL-6g@?Bb<#YHshg0hk?ih`bnd`{C$$l2Z(&hY>{dV z72ZsnhzwaSWU=?QHu}spQ~O!mS9Xgv=MkHrV3`S#K{`=G753HkxyXTTWI=BV8d zHX$ff+fhAtnAjogeRa{4#=-Z|Hq|yC!mDB~6_t1;gA>;{mnpkH-S?~N5JAkU=<3QQ z^k_PL8k0ogBlh0#=R7KPs#vm`9Ky8&?UfSx90U5^SNQ_I6;|t0Sk>-VUlXe#>KXMK zfOp4yv0D(m!vEEfelbhhx>@H4Ys0h@Nxk3UtxjpeLB5nT!_~c+IF`#vgWb;9zIxr~1PU_j%qe&nkq&amYva7~F^6$@o}pE3@+S%qE_YIbrtzDuedH*Uv;i_{`4VB< zWhe2r#t+VZTn5i~g_)k^MphJVAC%)q9KoLE1AS#4%9aAtBqrAFD*4QsRfnHG-`(fU z4!CIU3GlCt5SfSKx}?Wt@@d%huI|ocs^!M0S72Vu_vmX1huh`<0+X#JB#(U=zTr4{ zvgpx=S8vc8zmqLECRj0gCi-^$u*BUs_4zR3guuRiL zDo@XUlCj^KH$cF`F}w(Mg6^2mn%aV>YM zEqOP-G;~j9>c9&bA4k1r;R%d%fctQ&^?F+(lX9B9O%6Ggi@B;FIPj)EYWQL>|3lNR zjI%zt>BCBZ&i-u{o=x*@SoMs3PbCZzwh=*0zE#k$6NU|4wav&lW@MoTLDBv}PQ(+$ z@SmU!2mFj%r4U`aWIq;)G=5Q-f&F9EjAD2f;5}mi0KF{+x4yF7ECq00< zwDi!tdhubPzfez8;5Eex_u4m(+#+@rN-ohl8MPOCbYPqN2b0&WK)O0VqsQp5xqH<^ zG&VS%_>!dZgeLxWF(ZIsTi5bsaM+ajgf?DmcjKF=q9|?E5<{pBE$(4-PPqJ__L+-u zWo_lHx@B85l|Ipy7KMaf?hjl)kfQP}%(Y*eTth2)BY0uH=BT+KYx7u$^-XIg@al*2 z=ndwsAmB2{GaT4ZUyGufYd`orV$%WvccdBcKEy4mTQhHFtLaIwD-{kT~koFA!oe2M~4sQn~A@n;}9r7i(c*g8L&!7am^oB{NKwxrW6)7V)@y0w^pq!EnM2Uut4SHA{w zg|ldEfmUpWi>o4dzpvhxMU+*rDmRbMuqi^`WP8T_T(>GN^HR;k%+rB)Bx{x5mWfK$ zXipA9i9Yk3y5V{}H+_!f7~c8`(z`DQ8Vra`sIi^6v2$-QLuY&s~?OX0}lbLz^m z$>mqa^zsCVliM6$Kl8a!+^QrWCT`=14a?lc59ivMlvGU(R}%f9w-hzAU&nUsc5Qi% zW5f);*>QX;{~1>Yuhim!Fu+qmm{Z)#hNo4m8bikiAUwXXRu!|dU>$@EU}MdM*Tj1d zLl!}sZwAC29n%}BAy)?MLnBQU`A_-(KSDq74hDIHK=kyD#S99F; z!90G=G!@%&N32O(0hVJlqD!?$EK&EyFBC35xLL4YT*DkOiP1n$(>ce)qGp7OjeC_e0eK}w^W;8C(v%w5WL8`MN>#e6kC5d85 zp6|!ViB>Om_Dv6&CIpkre)gfBP)s|W;e)EKK2={A_9Co>SNM@1i}sUdUk2^Aa?!$y z?m!8vNjI&)1)pZJ=W2Zq{7 zFR603?Bpxz-aGHu!KTy22-A~A&>xZGbUOEH6Cl=~b+sjI-bb@@v#05EDK}vyeBf`J zf~X7q;iDNfsXdpASG5}(lkY~1{UEV6;4oL7C+rj!efRQN(qbzMjytOCw$#>@mfY6% z714K9+_9f7AA8ipF{!o8JEqqVT}MBIw_BlE+qA)jKmNlaTz{cpUBY)?jZ5elz>{o2 zHu62yMoczlm$Lq3HWU?rx;*;a)KD*o8B1VF%6}!8<0QZ=rd|46Z z#>1spJeG^IjBZODTSiL}udzyAQ+3u)70A<{!?%w6qBiTRj*zHSvB-eiBre1j zf2eK3d3V%J+!7P_kh)FtqsZ8@+cN#SZ;QG$MPPP!^yXAx=A6BJHhpIXLs>VyyrC4X zCEu_*XT#-w|9ePbRd@Dkryk^8+(qB>)O*PJcT7x-56s*;rV=C+0bN{tNjpqU!@QnPUcV-i z5EV0@SFYPF))M#-Ai%(ko8noas&+~S(_bK%Cow=q zqGo}@1U@nmJnd+ zaYS4}NoQbpAQJ1^iT^$`x+|!`uDsmNVJjQU!(b%{8@nN*SHB87u(c!_~avgIDCvp)+{SV0G z5-^r3F!l`O@(ghp3RM-0%R8}RPD$4$* zpGsnO&!~z!Wv2McJ)rX(p%oG{bxdRVUgN+#wr&)=UVZ)A2+L8DnA}y*VO<{7N~%Ir6^wI5%$%3TMm06I0oDkGBL@n6tg45oZI;S;wxaWFr1woX zu0)1XubfM1B-y`4C}puO-hUYp%D;-*IBTlm3Dp4T)mmPjR0cw{mSH(I;CfJ?O)3)g zO)a({=sYeb!cwO$O7e3uO@aM7L5|~O6;T~`!%;|5Q0v+2cArGYc<7!kDDbfn(|h5X zqeEU>Q>*9F0T_48EbSG9EK3s~%wJUAc<*ZVGDgYE%LBeRV4Xw|-5MxbU}JyLv|iJA zMB#7<>r~Tw(>zxBF)OR{#eAZyZ*tZgHxU;3lhKc5I^8G=zNP+|caGN+cI^vCstBtO zvO|!kWXLPz4n9ZDcbWd5`PvWs%M?1fDe0atHy@GRFz@+9nZZy6{T?*?*8HB)LLQno`PkA2Su#<-U>o~YZ~ zq&$oL6Es>W_ZBtwyJ{-UYMqg_ za<_}coOlmk;L;9BBxtBvGmv5uv z9Jg}8yAAV39+zk59LhkU)OvsY#!y3@w5RP7%N10@y|^;)gXtv|H}~B}BgLualf2Wc z2Ks;i1b^W!JRc~-7l(U9aveOA^C{dN4Dkt?&a==_F1gRt+m?{Kr=`se#zMP+ISelI zJz3NCeCPI0Vpgh+LP~K99&-*7Avf{OLlF^p#z2w2D#=un($q-4MoqkO^in`eavaXt zd_ob^y+OP8-ac{1d||`8wHSFcXVrD^C#$2VEr$a^rsgG zNAU7%mXy>*j3oZ_##Y+HLg3e5`)Q;q<`a2b>-K0RZ|c7~l(1tyid-uSurW3cfy_Sn zRcP6zm)O_ZTx~hl_3zcvJ5bp>{8e49TZ3G@uClWZ-jLZEuR4&0iiC#jXfjI6`rK1H zJ1dWQiWWo<$LpDoj0EvPM4J*Ot?%hR@k-_LZ}48A%!C=l(=sVD7c zZJ1OV-t;|i-B`7=sovuuH4CTLs#l6>;B+gZ>dV;SFIMNLPO_9H-l?1I)MkrQ&nk~A zSZJy6tU7j^%=?_wQnn}vXx>COfFfw#EXlhO(6F)+b4gv33jXLZPj$}^t3QkmkVuNn zFMlRQ!FOzp+5p%Uh8m?i@%<3=o>OU%Y@;E#m7>-*r)Fnp#*_Y$Jnhhxnt%-DW-TvY zy4#CsV4Jp)D(n9wj2a#sFhUCV#S605eiqM>2Qe+}4PdnulB+uRCiW0|+6jTRs;+j{ zCzktdRCIze!!$(#`=_mg7Fjzh-%KboG^fMtW54`T__Uey;(NFH2!-SvoL`^J)M4fE zed_&VvI?FUMt=1xJx?pYeXX3e0(7|R3+UK(2wGI~Go0aOm`WDmzik9c7Xsn7Qnw&j z+F&93(iYpLs^)ZBFVN)1%pv!I!*hph4t z4#2(=J3+clZde#i@^=EaUVc+%I9W0>95$WM_&5y2&;?8FR1~K*&(9_mZ3Qt#ztUqgLyu6l$b%FNv%W_4O?*!P2`?2$~NjxG4=-4OQ7_$4YV zHbaJ-$DK;TuJpzxGY4SEaG4MQR)SJ)%{3(#viny=KNdthI(pf00);f8uw(k*6=t7r z(p+MUVcY#+gS$z^JOU(+s^g50k=Ly|L0ssK?+PF$1DY+Phw zfwCjWUb-}P#I?6Z^bb>Jq!Y&zuifYw`BJ^}<|Bg3ru>A$5enU$FZxaH#>nVpCKu_T=Lp<8D$0e(_kRa7sjf6GQ*dU?)q!BJY?&CtG z>k@`P&fP94c*^F_^&?|1`1ewfHRj!L9AvRL?kh9enJLi8@57Dn+>@C}--R0&5*p#4 zN+GzgZE6RH37dFM$QM9BFhGWHR{F@nKx@IGbu(*=LZfvLqj;&~3Y#QDg~W;I+HyJU z`WSC_GSh89@yWeBE_i32_$@M}**?6p_*t?6xhzkIB8%r7kET(+pa(l`to9T4?nV7A zyt1iD8#X8o+@f*csvsD=3~a1Y7VhLo80AIEW{SKZ7n}ikjd@)HPy%E7e(gdNkn($K zxjR>~vWX>7(l>VI|4c%iQ3K*HWw(W zNSG5lQ(lyxGBgO|p$++@U%D=I8VMsA;JQnVWnrp68qa`t7eV~{N*H=%=BGf^#t6ag z#z&45H}Yc-ZU3iet|N z+DXRE1>rO}IF>|9IFku4!OtyAT>pyXLr1VLxn_+PcqeHRNT+ccYPi#vV2KjT7vFsg zw!s;q>Ng)RCX9DL?E~U}*A2!Vkq@j{%Q1WSZ*@a)w6OV^7n-rtEBoeIK$ zTU@PkVU#-K=X1ObZAO|L&XZWkpg2eioI6X>_y2WY{A51*zabOoh5;26A=Yeds1r%$ za7N0Pn($)%#4CbYW_0+I+IZS@F93pS&w(OhozqHsu zoQBO|iClzXXhO_o-1&J?`3RGZmkV8h=z+|ihsENG08}+HgJ*F?4DBxML4}~6j}oHX z+a|V7iH5CY!0SXZ#F~eLtmKZu!|M*TNQs83gvRSu-j(Zrrv*`GG^gT8#~5$fY~0xJ ziRv%Le}@vxhTwq|_rY$#9<$X9Pnw;cDC?&_CB-DpUbk*R+y@{|CUOiFUiTWzKYC18 z`#qAtzRJ}|v<37S61?tY*_rdogFqsj%!!+Mxqb*OJjQOVbBLtwC^v@yH@OPJvTZz3Px{3W^t)X)dObmx55au@s3D)mu(lI^7RWlmMA>EvogqsX7S%mU|nM_v%z&k0*n zk6Gx=qjyi+uUlnL*l=amt7Xnk`0BAAP;!p`9*G|eKz4S;57)2vj=Zohl8Utza;~mf zFbMb4XbnLN1&)=Q-zWT2DMX+A@MI)p=Co*bWR>pMAIyY=M&M`iBpfF`sfQb2@DuUE z)(fP2Sksf>d*pgzf-}`IO{1=!`sqg|dkrmhWn^3k5u%2E#NvOcMy9wFa? zvPDK+gF`ks!en^u9irFYxEOnHhqdoizu>MT-rB?Tf8VltS3rJ3@YQ#y)B7a*Ha+JG z2jMtz=!I}W4j>kEiltSAG@s~tXsFz}d>CS!ZmQG#<0@~rA^ve%5Z`E^@;WB52|9~f z;??SzNMA42iAm_b9*RjtgaN*L!3NLDSKMFOsJog``C|~8jN}>3@aTNN*Qst;v5-~9 zD>Y=}H3AO}R)~fYg^QPGn9ues9fie_iHI^(Qz>h6W5$E+=zilT!LoE)kHuJR}bkjw)+jmq-G;O)uG75mD1TMmT%i~btcB6G+ygYA^1NODZgw&OX{?-jv^?MHQ(~+I)MTQ zY#Lcu>|YN?K#a?eo;*2X(Qon3;?cG<3;Ua%f!FYbb@UIgngD!79`S!MnbAf}0Izjj zqE{~GeLch_R(dI%QgjV#mvuy~?;X`}-6(@Op=h`5qJv4NN8xr%5kK zuj0yz7ZC+t$ssF*Tx@^^=@q8&-tf#TKAj#=KZQ2A#e9Dqd9OiWpLvL!X@xFhRn%BB zrJk8k*m+nEyRM2AHKmpSPjxSw!)ClBjvarokKQF%Xdag!9l|3!iWl0xfG+x#zN4r1 z1dnR~&U=8PO{i5H)kXij`%Y~aI&tH*pdL4$Pm_Y8Ob<<*G@4d>^WG=-`tMC&vL2he#p9=-BtXd@6SEJzsX&=fj)f~!MPzZ<$J8TR#k3{X3qrW{@D4xaLSMTc1Zn^&aLC3$zrN*(?um{a>UIOEb^BR{H#>%N_ z$88fznL>{fb@ev8D@U(~Og**(fo++F^S)nz$XaGApGmtB?Y1*!KT~8E)wG@vimxO=UQJj5;~At^1>{>dFjUOry?(Eg@~w_F*2Dxjfa#GZU8+p5 z8d|K6I5j+)iO>41qyQBqr-P)*W2dl_m^YqF6-m4aEE2s$DzO)n&L)JB9_%6wDL-sl$j{9$Iqq--#SH{uR^~Va@0v~VDu}wp=1E(R{i|#YuI&_q)MQHP8eODt% zPG+yMJ9wKsD3(~k8eT4V=>1@s6@OaYWJYofJ*{`~3R{Th7@BkB8Z!8jGuihIJE;!% zueJOFShB3VM|BB%qb2iBJBs+Aw+4%ZOJkMeVcD$bSgXT;luV<+-OYM_A+YD06cOSa zcjLn!+SxngiS|yPYwsA{^6qOl7r}8jj~rOB84(rj4c}<3Zn?W{YSZi3{RywGK8QrW zRZ|pv<Z`bY$$!bYI>JrPNUKYV0Jqa~FLB3qtz~auS5JSmI^MCrDPR*oQZDJqNdipq zOBg+kF)}vA{`$V5<$t)&b{guXnw+!fJm+p;-h#b%%1hB0H0QhY!Ew!{Bp8fQ_KZk^Vj)6VH=d}*Q zpGJKL1_t)A{6XkG0?qe-(3)`mU$rJmzm+6P#?HSL9IT*16@ZGFi-Vgp(98v-SP}Ph zl~i>F={7)VNmUM#-%1x1P>O|_1oRI|3km`x9PC{|#S$ze+q|{^oL$aI*bPv6Ha=v-f{!bwB|A=yO=vL0y85zo3aQbh=H&N zjok%=DAyn0lFklpjv#PioCv$IRaJkBaJV-~ZHB{m(ih77i}v|I`_cYOOjfbD{)rZTt%K zK@XMLyA=ESQTU@!d`>T~X;`SSxa|W*V`7p!SDnr)DvhC;;qNFY(;DL zevkC|>G$Z;aj)9}GQ?G5XcE7*wy;H_zpBKZLP74G~f?biLtm zlc)A|z6{o(bM(w7DX;qvAcr=-(#l|T5z7?i5u)!Pb#a$AB!b{SA&5W?M?nT}b8~kv zn&Ih9dW+N|Mp`Fe|!qnrkQ zbRlqoYw>!axcMigWROpK?6G4XdvR95AZ2KGh_%S>`MpRdd7m$1HzaVwtML%^y%I}p zXj~SVJPy9(T@eB75l$Tk*d$S@C0n!+P0@!)Z4Yj_#wDZ21(WQJN4+N_4NXkdxHk!V z){f6cZQtIP@^z~1Dz#C)kEmmJl4szYibb9Bj+UiWobSCoC3I7l+CHQFW?GyNskq#Y z2ZJ6rKIbD-EHKNjnzfca9Q*~ZCr@@dPuf-f*UWb#S1fDxla$f2elHWu9wxETOd2+6 zHYvwT_A$>$&W>@G=c^oBzA>`jD!r0mC;eF^Ov z*i8}d_-Uturg-RVj5WCqxzr(zADZwdtf(fM(TBXfdIH7cdL;|ygV$4iG#5V7AkbtV|D;&rG32MhDI9K~@hB%p!| zKdhtCcC>#@ZDIX#w|f*%Vi@MbBRyJ7IlK<5XF^1^$6hYMgW54sX+LD+B|cmByn&B7 z=c~|h4^Lqw?RGC@4SAi_NPeKU+=(drl8&h!DU0|xX8iTtn_{T8CC&RLWh_;SLbw_{ z=pvPngn{TuRo1)*`6)Toh;BLTsgO_8?}SK3Pg}I!?!1CsrS8_!e5&Py%Ug#TI z**??b`^o@Tqx)w)q~9G^B6S3jAZlGCXvTfbi<_+=9qd8T{)HD`#uDeVr_lZeU$>ej z5MBpC1_vczy;v3stHby}``z&ub^x=g$t#!IU0@cL(*^zBV6s7jl$LA;^nRGyb}5S- zeF&wWS9s~=8eYhE)mssq?pk2k<%3mLEH+f)ORdd63%QO^rA}ydUKYqI*k`K~hCQ69rxY-Rm zj~tq6%(+mkdB+%CdEOaH=$D>j2(<2ttL1#SwyY6+ho~Sq0sgcwUX9qLw<8}~3x6~e zasb$AUAWe@ohQ59PFdbEi)Zpt90<3Vnvx`}U5)e^<@!e2R0YO<6XV&^(*m2x^$qs& zq$lF=1-PN7DZlQ+*|$Lx2zK{L0cV7!&y!#kNQT#0bb!3D4{LT|FQB`##LGh4qp!dG0^i%^ybgn@RtdWrUiuo7taS1!Fsq2?GlUK-Ad9>`xU@F>z6Gae5I) zR|gk>xIM_A!OGqOWJF;vV(()0U)R5@elT+ZI$MG2IfGay&tJZ6*c*2pE4b{SV|oCKnbizX3_R8rxa{ zMeHqX%}AI5A}+w+q6`lk4~R+sO*67`vjW779i_~yEG+*PiMU(*H4Ne4WC7WIc>cX$ z;RIFuJvPn1HQAY&0b2iP#md19V)15n8YCQ?f9i<-5hfTpn3+j_0{}@epdS!ekWBHr z3lNhxWBongKO)b64ET@a^WO&iuh{_^uQ30|jEMdB8Id*xjnc~1i&5$y!!$Jp!34nt z2{P<|b$hGd7Ae26_#;^TCl4)AA?lpIH9;`uG<%|FpCb zlm74<^zS9b`d4oHeF*?%t2szYe~>qJ1pE_Uzz0o`G3dvga60{@Ww zK<)lD^Pud%0;A^dA^bz=`*#$7H~J@viq58H&Y;Cg^G{H;Bp^}N!pg>KBK#Kx{y)43f0Oe+2K@hIKgGh% z$_n_$oxsAu0-8PtTL))VM`NIwF32j%)XdY&^j|_T3CQ#bGRYU27g$+^ye0vuc1gXOyl2~aC-r128w2M_sjIp>R z{eS|AotQ@wfyKT79TcI13F%>~oF@Zs7Zu@O^s=AM#^#a8=5jtN&uU@rk6b&lI=-l&!Ei#8 z`03g4S3N%DL!2LTi?+3WkLseht>V}Tc_q%4JF_2)PD=pZEhX+ame_B<*In+YHeQeL zq|~=vjSZ=|A#U*=fW?B~vb=`#+KaMVl8ei8ADV193R|jo;C8=nN#m=p^*v*`0=J8p z)xFu4DB{v#Uubpm=)Tm&wi?g)K=k^N&`>nGFg6!=$1XP^2WBEL(9ji&hSa0 z$jxefUq7Rf)?Flq!@iwAH?(HiqjBCBxrHV?)bRGS4ZDlbz#crAydNm{J9!8uI2}z( z$d%^W>oJ6jhx$VhlkIx(=BJ2*j(Vz@k&>w*&BBFsN8F~Yr4~xRLr?E>x?Rh%yAt>E z+WXb+ue`Dy!BREhrd3X>(1>^w>EgQG)6NnpZml0z=0RZu!fJIVYb<%@F5>e?-k3Pg z1{6F*c?0rEA%8ql7T*LQiyB$#CsCbm1UZ^{ zg7S$y5Cv=tiL2SgTZ+*Orgp@~-Z>YRMj588Ic+qv|56cyu|*Jm;$HGJ<(H!H(oOw( zAhIde)ooU@ zco%a${(0_ToPF7ox5>sf7?<_l<;x(ARmqn0t5`vQK%UeTmyY9!`L=kv2Xy#vvJ&Ir zW4D%8i8Qdts}*fh^Y|wb_JK7l74@-8`$Z`bds^x-_i@{@GvoS` zf(9?lA^`=9eZfh6-S<)0i%b4vN_O{5s6Z`BDeF&7C_%QnI!^2j$7uKu)5>;_&6hj9UQ_);|v-Ra^cAb0D6{ zRCU88g9UTfCZm<@QpgSzo(#PdhRp2U=ol(*d%@e(-(~^yh$V;gp zj5VLhb@51O>DJZuQnFsl^61=|mlNF4!v0FNKfd1(|JBy7_etkI)@K&Gk^~LA);S=F>jLFPX&+n``k-|r=ewsb6hxMS(~M6 zz0dHS0nhIy^nPJ1aO?jeR8uHE2e9;z*fyV)X==H=xC@9ocNo&hH70e3QH{x={}7ij zt?TzGt@u0mWed5toVvW?F@vS8LFFT6u(MUVK6Bn9rTh}o%$6S8^lazdCOh`PrgR-Xwm!xk8QMVd8h@3E!FpH1jB*fs_dqjS$M)s%^DRTe$tcZx z!<~WMYF3ovk&;WGVTGa^PH;(hvcVs_{v8|b`*#)x=@hM>Y=MVUd<7vMW<{AU(@tdI z67>HW?B<&$Tr8e6r%rbsVUzf>L3sYa_I1N|8Y?)l=Rj+~{U;@`oVJ(STe#ND<2Tr9 zFKd4!RsWq>RJ#AD9X>tc!R})QmlABA9|x&yy*u&2 zBPy^(Rk1r|GRs)M`hZyCVq+mA38ln8hVa7n`8<7XtMY)>*TI^v6u}|9#5& zJtkxqP^Evje^sM8vO%GOh2kjFxbtIi>;eyKGX+itiu~`9Z8vz?zdh+#sGgzz{qDEW zslBLw&N%1MD-=CPqP6c>|7oa4@783irLCVorobQH%zh?XNO{Xc)qUiL_6QM9A^tac z64+%N(PAg`7XK0Uh4eSD%^dkJlv0C=wB~HZo9=GQYupRf&nc^&kiXtELVlizZ=^#P zi$B4^)~6Kpc_k-FipkSmXVX2DRo5;n|6H_5^J~o(cxo8TeqS&!mdxlrHG4*YO1`Py zzc+fzUOibb;_=6o-8?5=tjM%?X{XPSc}K|Ea}*ry)g>O zSvBNoDN2v82#g>nt@i~oJ1v>z(Rb3!)`;VEj6*>tWR1mWx*#MP?2 zGK3psyEOg@Jq?x0QoSFjU6zIQ9*%YhI&29$Ong<`0%&~@{Jzj_-DIg&4hog%k{G1_ zBK0SLG_rd>GCL>qeLfb{sqNW#-o#r8{bL`w^tUVj@vPDYnU3r*S+}R*18}sgrYU~w zea#wL7eTHFBptOSyj{b>)~c8~yT2|K(%^8(uv`5VE@2gy>3hC!I&q;4KD#rgr zHdpsth+LM|%FTN8hc^gE@aIAT#q_?_dgSD5`JCy!_uQY=3TMs7jO38s=0kN4VU{AK zk&mN+n3&A~Hls0<-1)sU>G_n^d-IEcxrEq~Vw&Khvf><5#5+(Kg+wNH1bcwqCstqS z!Bj$fR4)7Rv$vY z3p0q8fM6Vv7H+Q9_8PJ6kUJzXH)#i8skL|UWdUx3!DK*|_TiBqEOzC#IhFP1X#_xx zQPe8(IuTn49G5hnheuYVQXlSodsQ;gT_Ve=#N)&#a-cc0+1NJk#U!vm8M~x4QyRZGKP{1!< z@RS^RJfmVo^%@`=(L~=&f&Ljqpr649?$VO!PiPh>sl38Xs=Y)t68f(Z5UG8^hZ04b zLC=d)DYUVtDDYPkgH~(juReO9#QiMb@|4a^=vgEMs*%6JuJB`{$63xRr=}iMw~xc| z3-m5`%EvZzs5YW2(M@rB_)mUgp=f)>o4_-=`|f|Wvg!5|LXTv7Y?QIc`3UqlF+(fr zO@8dH;juSAGWVD!6w#z8qR~EZ;x~S{rg(hx(@j8s46bN@*<_!f1o`*jtS5N`_15F; z_lk0_o#;{0$YHCQK*q3IqcM=ko}HnzEy%SJEA3phTwiBriTnUcg3st2=?I;5YjGJu}JCd@utOfx|h8MZ3kOT7_ zwI-fIB?TBLL8_|^RMsb8)k8n9Z}oNv4F6vEaEj6XK(ipq$av;quZn|`dOAbck%{aY z;#?2E!2{`QkZE^e~ns-A>7 zx49~dZT#KaGJC?VH7>a($^$}K&=Wr~i<)q_G0~haZ=|xl)JlX>$@n8_0 zJ%{0T)8F3_!QCcap9D>;e}pB%8p+eQ&OaBTW;$phRFoy@8eJf79lbYUC#6s>xu|j> zxy-)0ejDAE6OW=tWAMA`L4fP&!Uly~d<wdOJs+VGF)Bc5jnGq!gOTeGe zEn@@(F7R>_D|@wS@Td3HRRU;j974kE8ux4TG1n;VwryD053_aiDEKjsIbPw_f9U;Q z9(dD?+=rMVbk3)?*rGTLQ}Q6i)MB;}zM65jRKTLTpFs~!sl3YMW@iXx+^su57m!EU zj&)TWjzKn!*V!I#KhJxi6GDsHkbc1IAmQS(;}AQB-23R&fx|XiPp>ra2KWQ_-0^}n zS+_&k&IT&2%)nXl_6M!IVNH2c3%*(I)(t=EzA(M7Nu|FQPDU5HxGXMXMV6F&$A`8& zo?Eni%=mNVWxk<1;3c?FD?F6v3=h@Brhdp4&>17DHiWcRA~Ek}MP3gaFcbH8>liZR z(4ULBnupXC#;tn_2^xGlP)&>bNw(p0R}(*I`cLZHFT}>{%bqvj3!YhR^6c;)taSZ{ z6@^jjZKIgb;zjk6xy|!e{#f-+F%aL3iMpk95zETSB_f_*NQIUwyl-KAQ5@ELR(Op= zXP@2kr=J#SVcT)I>T{HEsM24RZavGp{et#mU)Fr~^L5z*YkkMU?Tbpkt7NqNvWd0ZT&hP45sE$-Z#XNL}g28%}CVMzCoMtw)jSQ4xAgz~*H zJuJ20Uo6Mz5tXTV1>ACqo~XCgzYw~#XA#yVKG2mt6+qzJ*UK468_Swr9s9ZqDSg!J zX>1~oAcBV#mJP|(8)=smw%kp-R(Q;fO$(>hs=jnpLEorUGXMw zgpo#&)!NVFvvH-!p4>g*)n8WLqec*F>#+6qUPE-~9P5W2?1+7lpRY|;{!-#IkZ(!A z%gXViYI8=gLMv#OFMR;r(eNVL%ecg$kh=L_WJ@!MHgsu+dY@@}#TLU9h~h#%LVluW zyD+)dhBGZ}W+q}CUq-I$d!~#RiP8+iZ_a}b+n!Hv9pK|LxDWcv4@bvB4j~BR0Xd|; z)aLMU59Ot)kIvI?r9Mkjy4Js-m@_l_J%db|Ejy>Cjdg@>4bg*R zZ)Uq$z*9!Sso{JO{*J~Q$DEImynCRRG0nI69YOPYET;Ba5wTO+aTQ1<&%`3KZN2P!`!XEZ2k^Bn;=$zPBQ-Z>)^iDe6S1l-np zeCdvP2JbD%WX8ZT;WXWsoMdMA1puj3;aOO4lI2>pdqMHvTkg^-SP=YYSU!y16r8)@ znL53tj3s6WsRz|o=wfmI^F5e9s*7~iH}q_@6BrsMvmzu1Uyzr;XrffqN-lrS^E!NV zEMEcZ+3sa!#dbPA#gs8#5WTi3$odPThM z;I#^kPvNj;dFBPotNH3smy6Ji;o|Z(gxL6+*ElSjJYTYz>d}CfzXO}H(IM;er?-A_ zw$(zdy`_ok63WJ1`x6-gJuYK~>22+M$;PqpfS!2MaA_6gH&L3g3;FtHrZ*k%Ic(a= zuHKTr$}#Zc8I6cAOx!=?ckZRbOsWB>51ZVxuo2NW8)h{i&l1gp^Nn-D&XFj0pE@R+ zoDt!U)OhYTcv?p#)V*N2pXtlzXlkx;dN5n6m8|mnJ|zvd73UxGycA^kf0Xlv-1Sh0 z`#xKMI|SG=ecCeVcTn-HV2O}Xi1KO=2DT6lIVG%4rEny!mX&WES*Li&v~8ri?hl@Y z!X`JeQqt6<*TeF|1r&im8c4f&sXU8BfDJ-yS5k)VOOPYUoGObGvD@zj*Hvhy6?4&i z*fHFAX2z2j?9!vGat2s(b7S|Zm+x9sBgL^sz_C2E_|%mD_(Oxgg21*!_^{oHcfvj# z|IQP0Br|LT7gz^a^$%65)#hf3(X(5YwJ1p&dS-rc(TxL9N^OM6xV`?{zThyIEihIu zIPD^uy~b1XSHl3N-96jC&797Q13alIU+A9wQy+5j@*BB+Q{jcamGRZ&Ai4I?8!!oaGE9D^1=ica zI-N`tR87{G6gRuXs#OE*Q(^^4BrY13CH9>$r91xd}ABo;qAcq+5jjJ1dlRy z5o4f$dtc`x5)*Z;42~v;Q!JXuP=*se2(KxETH~0Rf|XnMSRXpuy4vRwNK|6T)H&f%gmd9@VBj_@pOHMp##wp|qS+ zT*UGZ8YXAXily>2-)F3?ixI1Rb&gx^;&a5LybT%}KvIWsBCG<&vlNt@7;mhjKIRkr zD5w02(s$>)H%HvhW+1&1Z(7_9x1!_88H3 zscgM;U8ZLbD7tbaPlWanz5N9w(Rcmkrn&b*D7v=;yK*gYxN!+$rXZN6Xa> zfxTQ*#}NG2_*~AX+Y*r)*BviVtO%GZEKCj!tUi{?Fa6846(-=^pnWanohl6v3-eU- z@OH_61qMp}%ZoPsK`%i4x`TRrc9MIY=_6Z;K&8XESk-Nx;v!t@-JMCPhxeCv9hMN8 zVC-27tH>T>GyG6%1oBJK|DfK8yQj0m_#nB6u$J^|ri2&Cu$Tcds{v(a>%H%^H897R zxwlEma&4wpqt=t~cCukPflKWZ z3a+Jq7cUtW|K2AxYKH8lK$kMv^nA~f%ubc6+ayJ$dBi5DC*i9-D;QkD(VQ1Iokz^X z0uI+G(5bOUtUcZQe!N(TPkE5BShsStm;Aium|)&vTb%ibg%9!7HD+qK)TMSajF{BS z_%Gb(Zza@rEk2QvRk1ysE$$7(g*&XqQlnyKCVs@k)!fr~z_bnkOjhTf_$OWW%VDrHk2`d9Qj&{}@QTx0GTDiU( zX65Jrm-6LGXzI_KN`dM#L1r{w@q&d1bkE;yv0K#SK-uq=cAzQ9`MrPSF8n&_8IW4Y zkjBG-l#TVzu-<16OS^XTJ$ z0iGhhh{IF)x4{$!8pq3*oW|i+c%d-X=e9B|jyDk(*ocms7~j}gQCD|a72wt!jxVmG z^TS|0DYD(a6eEAxIa?o8p{o3WtTqVN_16}mSF^>y1{Oku<#(Iznfh?t?EwUWCwL(& zHZq)M*7Zzcr|`G~=Dziov0Y`H*Caq~Hs^#}f`c0#GY^0bvfM|9r3j{5z*zFdGV{I< z$7Yf!36&$^1PsDyYc{RA>T9+-^Bnf}@pMRWtPn_$BYeGa*?6i_d5&BM{L^I0Wx6e&lF`AiNji#_J8xPjiq$et>rUU9;exev!>(xY?C{p ziW^Purb|R~UaYj&8KT*92NoFZ)YeUT_^65$YDA%i5p<(aA9>e)`w|(3G}7@%%;5>7 z<+Oc?;%O32U$pE|!N;lQgyb7N4yPyAMKSMK-NRe$@vhjArWq25)yr;Lr zYMT+_W>X6C&+@Lv-$U~bWX*Nb?jo|Q!+dF;u z&zeO6!w^e|JDXX2_qy6jS11qj`yGo@VnP01E{gM;z4mX;=fOGCNWn4C#>0(f+3yIE zG%mC77V7mFKF15x__~V3aXb6Bv8+lea=(IT2vrUVL-}6W+)TyECpOo}a_>@I-x)V| z6HnzgaooBYO~cJ#Qs&d!bd=WFK`1(gkoG=XJ)@MGCbDJvLzUFIFdTPihfQ}ZrPwI` z;g?rr^U9W+J$2_=Ga9%o;2Jt6axsK5)+5n~_Ah%Tknk{peRUrrA+Rh3(z* z*+9%fSZjr#kCjkbC~+VEHR_~a_o!o=Rz(W3R2Sm~4*`$55dSXt1_{uSr-kcc@V(%u z)rjF8d{yt84|N$VT_%4hfs`zrjY%UG|fDo#m`ORQWHb?3a_2-?4$0S%}0J8nzCD$ z85=~O=jG|*hiDrkpYqDt0lcZ@18FI3e( z)frTvfkp53e~Q44~XjC{_R3t{q;HD8zRggo^!yrTZiR&K2id=>IM7>--Vxwu?l zFM#pn)Qtyo$c?VX1hPb(=9|Pzc?U=}3)R0etSskNeb>7cKN|yQ|C7k;9t>#^QvjB> zb_lBu=STj=Q6&>eV=yDPGe^ZtX=}l`-58mWks02Tl#C&Gp`3_L_K z3Evosf=+AOu=4Xx0KD@%o~h@$RW$_Tt5}0K_oApu-Dh4=n8l`A^|AI}n_c(9%Ly;o zp`CD7J}EfNEvlSRPLu|cPRk@_4C!Bsa1RQ0xf5Ux9rvcqz0i)zhgCxiZ5FyY%)A^e z*3?B#&Xx}kZI?F`Bftf|NI%2cW2_<5@X?Ld=A`p{hQ^!c^S=7-3qB7s8XlfWUGVA< zShj5xhnXj8d~B*IE&Vs&Zj9jAl=8H2NA%<`pVN@$^DU}h90Ld|%vB}6;3oR4#p8w3`ITRp%Rb;WerQKNEoB(@yf6-WY}U4w{B zs^}a>aus~$VOM9movuA2Oc}C|kY^LuuxZ+TxQV?J-f(sIKedrp0m?wE zr;`$4FDHpy$naNkCeFklB0=zX73C)9!8&5PUVpv#I_JE*v+~50br z*rS;`p9$m<{?Aa?yLl}JPiv`$0hh54AuV9Ce3VK}rEd;!j|oo_?uVn{4h z96S^I1nKw<+f!nna+cW_aNTop=D+QLkF8q7rKxqoFH(-X@c0m@9axa0ydNIkTKNPN zKw$}PF9MDfZL@{y_VGq==9;JLkyXEMB=AA52L31!P9*l;K+)66HN1|C+4lM3L?qR!4#yI04goJ*MZHc4_AV?N|`)rT@KRe7H) z7xKuXQrOj1$H^|&TG5Pz>7=O+UR;%g0%a4 z@ucsNf1Wi}zxVgz{c`If(fN%vlSG2Gbzx>}%rtJ{lGmKKiIn{EY#n|cPnT-6%5L64 zR5@g5MnQVnqiUL-l%hgfb^c){&s427ojw~eqn)BT$o7@Kl4|@D6UkCTtJQS2ZUocW zdvJ}aa%BEZ*J+5Gan5jGm@~@FZ_$;n4L$!|onOy=`$j(A9WdvHlb3!x7=4BumR(fW zaezAyzyffsWVw)P^*fODXk}!7|J{vuGtFwKtKi0n-KkXKTT6o@)z1@ecsuE>A}{-2 z#=vY~Mzq(oRtHyeA;;;3C(rSAutjZ}(#ET8!r$wfG34>iyQqrGDJK94lh{_G#GiwW z3Pf$48=8tb>xS!sy-!^6*yvEZ?EwH^;@2B_69y1{qssDXXr%aD+x-HsVZR=yoJ;+h zsmLtvEuOXr#0Zi5Uj$2`fk5=zs~?VU7TU%47^Q%hyO$HZ@#-yJjoD$bf9K4Wm$Q+- z=9($*Q%{6$b6)>ox67#QF!8V|d{MZ&kG3BO${t zlZ2DS5kIKFAI@$D+PlK%b)9rBhP*I~Tbzm=6&6eNYa!g81QvwOR_4~XB$o-(9mUvU zCWvg2En!7AipvvZe8h2M=`Sr(8C2%+6Hy~{wD|!Dq(&tHmm{+G z4U1g`s;UEa2@PYlnV(>KHx3xzXKog*9627CwzXCLj-0|_H!GCW!yNWqEw(MWIdHY< zBV6{(8X`^Rixnv=AL)U}da~}{yiF`!RN8By7Wrg$9f352SS%c~#R(mK&Rr9|?3t;D z)M`mD^St6(H0vDlUR>KS|{Hb4NJj6A~G)EJT?qfBIlS}ao)RF#K0C6^*L3b9;W*= zmC1wLHX4LuCH3z*5`#&S>tHmPXA-%Z!?`CUYdflF4efjOik;QBXo*VNbQvO zM*Kapn;h*6;cw<>D74j;&choJ`@SzC43T+!ahfE|dGp)D|0$RRI0z5=s?k}%PWym& zG8wee87WLM4Uay z$xD_EM%w4$f^sc4%WRgHv30PQq(>7M%ugHiT{JKI8@Os*mxT=ku63oZC*zUST=$ip zEq4FTd;K=-RL8nCO++qrRg5k`u#`Cl$qQ`N-IDLOrQE;-J^X6R7d0^2ohQ>n zYIirzxBZo;n9R#hX*Z_J%?_I8n)yD?0tK3cGbb$mk(14xuRj>guuzftLV$H(`uoL4g%(I>j}Wutuu_{;YJ zl)6Qo@Tnd*G!Z%fnHkciv+8m2!3GzfwfI|@dTZ;z1?$j+rvSp3io{0&wI){)NyA6k zSbsG#e3umNIS|c7VIZfByd2+E3-|fuefbU6we|eIwt3q3@ceH<@OJDXX2Ru*@ftCW z#+vhsL&{?hFV)Ws)-2Na@4u+OUwhlykkADWZ)W_3HS~;JDB`O+4n`j7P+)<>l`Oee*c^**tld zcm4CEl(jwGA;u|DnZ=Ak_}VMiA#11jij-z1lb&s^+(&*g3D!FK2h8}eP!FL!ko*0x zEeae?x@R#uj2aQ&k)}V4DA&4rZr8TSy$OaX%xWb5b82;sK}D$1_@D5+q2zi8M~>JVz;~bJh5B;OiS|RZ2gMJ2tL=8nN#wA$5*iv(2DPwivb(6B0*=B! z^ZSPhj{A)~TteRDyB?fvEe7@$jXEM$d8!5W=p+FAPr*au_(VBle3{$PlX13qnak3Z~P ze9O<3e78T#WwxmS(ALz{^v2ZuKlm>!drL0I!*R8VwpOQH74ujst!zJ^k%YGEs~cw* zq0g@Y))-SOO5tiM=Dq0YbdO$XW7MWT?r_tENZW8g)y9uIZc5*Ezt_r=WAY3q8O$~MTQ#K|V(!9; zp-TI0%2wW}+ma(IthmT0^9Q_}ot?eAyH`XULbT-%ymk9D;G?JK@+&5qrilepF6* z>?AMt*bHNZ+2SC~ah-JR%I41d_@*2*2iowRW2Vy{5&$WtWP1Ktuxu09Wr%& zTR`d?N;J#KRMrz`nlg6|t&MK<*`&v=8CV#z;AxHgnGJ=OH8%*=t`(JKlgt)a)i_Be zN6a`VRt=9{NI0{W&y6G(IeCl==~yYT7&0Xfe$XdK#m;MrxjnF>SaxCGHBlTAm04Y{ zp1d*SSzh3%>dosJo9VM8541>$uPI+r=XU%|v2m{&b*F5$`vdOze9mDsdN)HPH*}J7 ztiunF!4;=Jwr$Mg+jyPhaO!lst`bXcOhZmm$DrMqW*Hl)!za3b)`|M@+W6`-*z)&6 z1`Pk4Wjt+rv5P8lnpGlP3LUt#>=LIKZL}Y(a*y%Ym3@i1B?UPFF;bS7RhA1O1hf)w zE@z|J`?i<4Bo7N4M1nky)9!z;E=nnyRF#{P$U|=(P5v`mG0?%;Z2HGUcuI52?*;PP z(yU`8N$Z_bUK$JBDKq|)y=QqO+H;%t!5yF6f3o0N=rklHcv6SM^9x$cX0$6Z?25|T zJx+#KL1{5tgDC=;arM#k#}U_w=yR&`5ypXoAX{_0)O#iy)qOsNmcjWSL|IV2?EMDa z4*roVJJAwho~2*-@&C)95?F*p2IGhw=Zt|j#K(V`0bJrx4ce4ZP|H(_iP7W}u?T=g zfzw<3$c9|2%LZW*mo*Dn(5Z*nrAj%hrtA(SfnSZZ%qoRktP!yBD{Z}>ezxr=K*&zH?8)ozpFKKO5`$r0?6@Rf3WIgfHRX8Wnu0U%gr91aD#yLt4V^Xm&ucgV?(4a>nnW_%MB3E@FctzEywR(H7*GDe*C0Km#=eS*aY`fA#wsUHnFCChp`LC0rVqFB*5yyS zJp;WDUcpcm|J}ZR-v$;`^nxpXhbNjQ*L>bADhqTL^LGUN=J0+U^CXlv=rt&aW0t@= zfc`Y~0du!UA8G;2D47)&gxuA%aH0x_@)AMlpgGdD zq6!lwt^O)zML>2ZkIJ7lSQLCrxh(~2T`4cf09OK%u2+jr&pmdfQog|VtuTnJ`?P{O zJOZf! z3Vcw;d1?MOF20KqlWARLA}I>)=6kg^HR(=62s`}5ETaFv472I@gVgBjT6u?1W4x5Q zg%`OZM6m0o=pXcc*)9{?5z0r|ymbk_63AU_6e(x^jkW$vq? zLOcP4nK)hv^CZqZY>cV8fGo)Sg6E(|c&nbt(?-mO@>#U9RE=~WX0 z&}O#Cd)O$IDs+}lQDKBPGqww5Q2%bfbg2ktB7~GlwBI`>&2jDTVOR{%*z0%aatLVV zUQL_eDZ-P8egv?aqYhI439t13%iTn5WQ~YvX))`Oy79`iDIC*&FAEu}REdN;`vfs7 zwixukm`jtgXky)^3s(YdB9v|UV3doIM_O~!R!*OTKLCPlAX8}vp>=ytZbM-!iKNeo zO{zgP6*nzo)C(?xEI7V}#&}-MM&MP2CTP-BxI99l=8pZ=dMK;5Aj|;MD|px2@h4o+ z$W^FS0dI`g2&jzq&9hNRoo8fbN2h=Fb;-PZFOxawU@Wbe3KnP+CQ?JgN`vM_kONht zH|POx-bb_L9s3#r#*+=1=O^vMUJ($&E=@ub!Qu#ixR=U$(_>V-jH9sAp;LesqP7sL z^E6c){^sCE#*vYhuAJA&_r(A$!V-8}@7L|uS%NQr1vuCHbbi1&DdK-!T{8W>yq>Wz zWArM>#S?o>;|kWcl)J?FTBHY4!Gwh2&!Qk(9{m}|4K~Fu z13*)r*ZfSKxUbtl_?QjLBca{*#r&qu7Zn-cKb!T6t(!VC9d!irdbg&#+M-WnaywomrXgX-%s#N0n4YSFJ;fdycqv# zwc7B$6!Lg;XSmHt)A`(p=|#?2lK&2l2yY6eBLhn_nf<%9TuI28bz1Z1mHasWZwU$Vy8%pq*%Z?5w6qGqdSha`dja8EfD6@&?buBcGg54VP==qb?w;%} z_WBV?f<#{_$@b}X=bf%+4f+MMQ71Tr5L`+Hn+tx+D%v6_MT*z$VGxTzy?fub<7S;b zS4!}eU1?S@6mrpEVkth*VTA~S3UKyF*`|k|o~n$%c3U^Mi|zgKM7Ut5S=S=}rLYJF zafDd_o+G~{S8R^Sf>ow)037rgkR~@$M^I0_(0ahnWi@PWwq$7X`}oVY+(-YXUO#2j zlbEbnqbBi{BKd^w zcdnEMEN$#R6qKr5h0UQ}L!ec+W!#}Zn*I5@`qw-iuK>G;94;mA8ruh?~e*Z6wbk24&jFnz0;SHhe-D?<&ymF2+<8`yc=ok z@dV$KsZWVfwFd`wjrB2R0EAyP2Z)a8ij+$nF}_VZiV(K}yeTrxEw7B=d&9{t;NjJU z4kO2f%cXRb9WJNu91|<;V{(wQGuDpaW>GxZ$16>_cj$1(8k?E*lW$@~2R)b%{c!)xjG(zkb`y2X>r8CxdYpU!tCY~?k*gX`mWEK<+!Jd`=BjRKMg z&3k<{5`EGRBp)WyN{7bD4@skXg0UvPzWp_xI?}i1<9>*`0S>YSg_!-&Jw~3nUApG| zDg7cO{D#z?UcM6+j(i1MP62QhN28Zb4{SQwA}W9* zq&dJ3+pHkr!;{T{=I5)es`a;~?hzvQWg9Ntf*;NqEd)dqqT$L4k?@CTVL!OUf#M-p z^6-|=BhRL3>v=sRW^0R#V`hwpejJda=-8qu<`+AU6;QwnBuW`)UO?sJh%lcW^h%x= ziDH4}W#VT*HIKRk;afOo!T`G{lZ94U78Yk3m%Z_mkE`sAh`tN}ud1oV!C{AB*G01O ziI+b-uN>UqIzOgyX4h=3BQ&(!vZ`%(d?ny5{q?;J!eaZWc?uB-Jm_#os|1oXXfV{d z|1ioh!#yxPmibPt){?nls>1~aHBorM)j&I+FE^{-5}NHz4JbU;e<;&xW2lt1I(sL} zoG80?%g3?&h-iKTg4_2M9QtJY2ueW2xx=r+>X;6v**jtISkdPga3$&_ zSSF@d8eJBL=|JM`h{GM)+bjOCZVEkt%bN6co?kh~AdolUsoUv~e~Md6{dg))mWAgX zwk^_XkeFgZjCHbGno-k-jfgXH?c5OLxb^EcFlyuXiA%GG7E=e``>LxD16-~1d+glx>ZU=iTm$s*fi%9PR(|>7x2q5ff7$}f0Ab>E;c5G>TAMS&;M%`(h$;BqbV z>~t_q;laS7$Nx=HDJ&}M`v!ALyEp<5zxy)qi9QQsWoaiba6oMMKwzc*ifP(2vk}VX zV%okQ6zHN83nOD%y<*Q9mG|Q6>N#XAh`Se?eF*ochV9$k8heyuMz+K8Xh^H7)6q64RpuSC_Ib`c1VDg6h#&3 zPp#pDUAy}7o2PC>v4bFN`p@*KzN?b<9Y0DPR>&y$Q@Y#Zj}S>L+rhRs9iJp9Yd?SW z8K=5f#mae?`X=PMQyu(clZP1pffK>r<+rZ*iZ|$dOU^_I6vw|Y?9&$WMkBB7&D{zx zjgAe=*MV8i5*YdnH_T*~d5|E%_32Mny7Ak-t>R-!?MbEX^I!lI3wpa*Y}RP46ETKq zoDMbXkRol#cvUsXFn)RWhOJaL5-#@Fv%1RZGa@y>8}q7f6%Mw)CDJy5v=~Uq933To z`(0EdEIOXcanwUFZ}c&ZUB~RK$)rR*h4p4hE;QD7wMRwMI!sVukhPq(e3@c7#Jd-4 zptjhv*n_L16#A}f?22|DR2Q1%IbuKL?L#Z)r?4DS;N4M$msAY72ASq)?vuX!$fGIB zn#5nGWn0}xH7vJB%5J27VDYS>Bme&{PmGQ&>p>wbi0Q4chM^tn1;4>Bmx)GRm_2tJf+WFAD*coRZqK-mSvE zSOy!6Zf9XT+72AS*_&s_{yZ3`*@Q6Wfo&LW(91tPNta7e2M$4C-k8}Q?<|h%RG#OG zR#NkMi8jtA3!0z6nQsGECQO7lkwmRO-)e3LUNPZkLN`P9`Ktm@$-6vCAt^x#2ud_I zd;T^2dm$WBR{nm28BXlUH{`$6jlMcLw3&DOl9xduy^L=P-2?>&a03g`KX6?BgO4Tz z`LD=Dc2lp31_;S(7Oy{%X!8VCa;jlU+eqOrMh}+}N?4mjfdag;6I(E$p00(`6&iFQNz?O zEDk=pDwZwG*VQ)Z4R3b5S^66*3b`l2`W+sgfHh!@4ri{J`h}L>q7SD9exDiVfRzmbq+x^{6&+2@C%nWhlhqm2Rwh{ zyM@!FOl5HJJEx?-I?sONKa$69DVTpg4TA6xp}yKQ`_`JcKq#fyKxG(iwM}3ZPxbMb zAT*hSIk?a*a$~%jB9!2T_Ag-?qnqQAEsb{^!WBFi=GG1lQs42z-J68uXSok|G$w?K zSD_I+>~~SI((VWgpZF&OdUm&~YqhR@%!nzWj#%XKg{sBHPtCrIal#rLOjSAH*Yv1}j;L&|uO=c{Qw&}@z)%t9G{ zyj1|hNM&D(LSxC5is{lP3ZG;ZkffVmaQ0dN){+DSaDJqYlzwMeU}hr*82^JqCM%`M zaOqCCbi^~Rsb6TSVID9-^9&%R)RyerGk+1d`EkF%lFS0NV@y=N7?4F64+JyqYqp~>x&_TOkr{`+$5Dn2Z!%g(+*8Y4VtA=1rT0sc<)&3Lq`igFG|oeT2) z^GX7|9$tW5?=k8Ew~g!$ozi!eKO(aYBr=0Ib54IKXGElSgaSD(*#M-_;`4{?Qr%aQ zTG#O9Vk;Nof%2?(THy?v9o2ZnzKM z-|v3#zaRb|u`kX!GuO;Db7s!WHJ^9dw?9QGZ6Dr{Xnq(ky+8S`73AH>Pkv(YYTT13 zto!~&@Cmq<%#gUE9}npupbw&HqChihDqnpj8one6DJ zg28O2v?&Uj5Yf7Cij*)jV}FwwSUf>X_%Dkpp6DthS7@(dNDg%sE;+jj0wm zb=)(iac*fJ<6!!fv6Vx}5EP!yrJ(c6EaX&?a2;q7ENzv<<0V0FDAJ-0(49}PpcQCA^_NW|$DXtPqx2RFl%6<+rR6t9C$)#1eYv{l3f zkFT@S%I4K&#B$D=(_VPq=(IgCSl2ifOT0gzPX@|Jl$`TnkasC+;_Ka-5iINZL~lVy zkJ}9c`520MqF|?4NZ)mUjQ^Zp?JpPq?;R#|rZeLq&Z`ARMM(~{uWrujloZsQsU#2G zUGRTf0+n=~T?%+vNhOo3R{Mnz(;o8@F|bytF(*+U{p?QDsvhDG6CFGriO?$VK;(m`fUY^ehV8&(t z`I=9(W%X7LjFVMEcDt>$8jYIMRIeWC=2&~q7jD}S=ag_m|4i^>?&ps}+t}4kzjn@I z2Zxd=6FfGO*|J=zNEL3;rvzr3bBpQKrTxn#xSRWXe+es-cbWO7MV*Md?DSafCprmN zQt#ya7^|P;6)`RIjuLq-w>9_d^A%FQs8v{vpT3i{et{>h80ZK3i(i^}uCAv0t^ztgvI zyF$szUO$LI(~a$XDq<))5)pX{AzYf;J;Z&Zq`)P^B{%!~4Y?JD+OL+);F8^}!=UfY z#P}*)JI^H*d^V0mqdUCs0zx@D+>eYZS|bca2T0sf8hDNchdo|3glZI~W^v@$%kp$G zsG=&>a9glIainjQuO(yJbNa72$l8x^63i(SY=LbS=INjWrQYk}IpYXRFk~a*-SOXi z_GV>YdwdoAY%Y%!2-rtkR3tT&3E9U<-ev5I{}j%*HkU2HLeg*=MqQyPDsP|wy?)YY z`x+_fL9<8Tv^9klHGjvv$a17N~#BLl&8FmEkepxY!x? zL+bA5s7haMh4!FJxK9vNd3#EAyUa~bx=>=>;A1WYEh=1L%i5eSeQs`Noa$|N^xZ2< zPN}A=(_Z$0C`yOnM1uU*fh8Z9pqWsv@(kjp-!_>vcSd)!N7@q83rE^I=O=1;n3gtz zg!Jgl@C%llHZdud$V=}ldvcB;e%{{)J8MBYH}SXb{YH0SFM7C%Osn8^jGIqn@72Fs zd$|_du#%A?2${{*O72zCT90cbm(u!|zt+hig~%z$sV zU2~xF2j;KC--JC9KScA> z%v6h_|7K^hlZ+WhZwzLBBL(hhx=U;#(5D@cztg>Pe;u z6(=U8Pd_4v{bHwAK&(U2qA99iAPYT)74a>dU?@H*5l+HhHT$_9(+hhbmR@Qgq_%B5 zj?X#@>Q+S?JyKNiTrLTUq3Kk~9*ZpHVN}KVS1l(0rPWq`7PY&!LiZWTb83k&bn63pj+X4gD{ z|20&j)9*iYGg~Wt8|oGl)JVG9kD+FW6EadhO>YFUT~S*;Au|T{f{b#kuz`B(u!VI$ z%}^cFhY*e6F<0GQ{=L>Jf7}ToCo_kAv_&N+xx^WwP_et}=6~kup5XQN(bDh5!d#xu zo;yz4>Pl25^z)qwr2mb&D-pB1$#wqBP@2`%veKHO+zC_pqGt@CPuPy zeiVQM`;IMnnxg-0E*tz$&v~2u{f6ZIj7Ma&*rody>54pcy2sKkr>_y8;Z(?WRCE1k z%5x(XwB;2#3+2c#r|5Z_0q%z=Dgidp{AZK$F9hNg*mZ*LkrETxmpIciIt2VRcsor- zkdNm(0-t)FDl=>=?~AaS6%rzOdCeGjA#Gm~AOvyrp#cgz2%#PXQf!A%)c~#Saa+M4 z<1HM%WqqmHxb}p0&W`t#%!9KbO~(jv!YpsV|C;d8yl*@{B5L!r4|bf{PrumPoVB!s zXM&YH9oyJ{uGs$E5j6}l|K70_3Zy^EAB84m>Ay6s$?6!K^na_dO+}10_2B82H9vfz z_mxZEtNs^LcT*JD(B^Mq1%`loUi}WDF$cMbgKE$jz#mv&o`hp0m$Vlj=MFL&_g`{H zA%F_~+yO&YLfO^lJInq*Rr($}6t`20p^cg8y_Hk;*)N4FEm$RXL$*Bw?+`>X|0n+8 zGQXs#+fXLg7l8ok^kh}Cy!8dV9Io*9vDuU-e#(9~kF{m}9vR~3tNbqIAR+ekZcNGe zmmGRk`?xhymPloK168foA2~Gg&`>H1rfrY$m>1-M8_PV#o@5G0b7InBWpAiT*}WKf z93MLQ@1*+*r@z5p@pQ?ht4<{LPn{g!Q0R61n#S6y$f-y+BUvD!#~At?Y04sM40iRh zTRr3)W28QRi=nq2BJdCF&q3SbO>Rsu#4=TTWi!&&|0U*}KhS1cS7u6B6N2!H0m zLFN1Gn#z%E@As$v*cEWCzKi!jgh&_AUVXQICZq$77@Lkj3jot(w`&&qL?8~;o6KG& z85zy;cy=yqA0N84_a4_=M1{eAowU64IvCk9#h(M0MnWZAnEjW5fx&0Uvl(DXOB?49};xfUI5gn)+gFIa)Lte(3Ya zBK2IwekS-zJThP!vHA2o&Mf&HOMs{GQzxzY?S|x5g`i+dFJvD_J7RtC)rrZw!BD|_ zzP-SnQCITxx5$C6g21)=&Y@LgQKGxK(F`l+^E+m8mMz&$g%3k02MOZIp1EZ2kqevl zsSL7E`7QE$)?0pZ7AA5&?r5JeMWDZp4OqBb}iTCVgBldR515)kGpE2ut{~n7EBn;qm*2}s~ zKgC_uHtzclAHuvE+jn2HbBt@5CW6}^QuVP1+^^2H8Kf}iFy7*s?S_lNFTx9&lbt}m z!hCJVon!nlwYv*+af-&m7c=i_lB28IEj}D5HB%KfgEY4WfF*SyZNru;cgM)FbohTu z<#B7}ZwLZ1xsn(dI_B!QYQD}6aAX>p&x^G9Ky3nQjMSkhs(gc zSBVnD3Z-yogU=-ehr-y*?e*n0-nS+uRfryO?Z^PRv-*9~(7zNO?Dpk7**T{7 zd?8=d)6$_dLAz8{j#^nRc&c#|>^8hS*56%`JUT|X_gCjr$pepsTJW+=|2IiWhdr`3 z-(}UZOn!3FxXvJ+6AHKPhEnm!%j-Whh%vcdFP>?SDf|%TA4`RsEW1+Tzv>2et!I+h5~hUi*Yfc_e{zNcGd;VCy#9 z{iV#ZiI(&r^L{E9o1Y{8)V$=f%94ysk$XX92%nk35e7)1a2UcORWxq*MKzuh^rP7R zqB@2!sUJ8Q0WOWAFy?h0S18?B#R_*5l_37K{FY79D%Ec+|F$h*eLVPEhIXhNo2$c( zK$Q~ph}fq2*SnY2_Z;JcBlg~Ggs%2C^BFKywrE9<)IJP5Tgn`K zSk%z0>{m}VLBw~-OT>n?`WS&CA@n?&E}x!Leq1|-E+?0sHa1k8;|$aZ_#<3};+}5` ziHjY^P-Yz&kxiaU*6G@O(tq}$*NxDK=T9_sz?Zj+(>YboYOd=f{%c;ZJQ|_;jbQ!=O^l;g{z~qcz{xwhelq` zfaur0YYHeWAi44ivc-`_o*Yx_7VD}fEGS%zlQqW-iB3LF-OatZO=F?No&CylOsh#W zEa6O8hAHhk_>LjI2m7oh#`@U~ zxBkGnh|srx?M>l>*=-qai1-`vh<*8;$2M`<+OaX(F)txgfpyWuV(cxu{>GVH$1R7I zMuv8#%B(9*pRgo4{c?V=IYA`SDMD0Q&*Ttbevm_mgauYZ;{IfvFM@HKuHmYax$$k0 zY2IpdlDq6LLvzQ?4AIK?mv4~5l=U&@y1obbG5Ai}Q5Uk5yJy}_yR zS!EL?lM>){gMZ*Wi^!q7e)Qss!1%SD^s5|#8(*1UUnqHX)luyy?+~v{AMKRSF6fPswd~i+Z6r&O(a?5 zs#yn8*@{8Kqy&*A(Q?gtL8GK9b*^$g9bP=Qw&3IKpX+u~!_%%xfj0EyCz~+}%9fM$ zWbRH`ZY*E?F@|i*UN63?i5hNf0)i5}D;UztUVQ54+NC-8fefceCN^UpZ1i!?GcR?hcD4>`l9yOWSL|nC19WZ~JzN@e?orYOc_X}645-G$T;>!3i5+eq zYXSWmn_%K^8Q*o{dfu7?iwPG;icx+Z0C-Dy;( z%7m8`+XIf612V|Wc4F#!vTXa;f2_>B6`tF5W|MyF`8zO;Gne9(RAF>|-5Fs9D@l?R z=M_UXki8Lj;U#NC!N_21XzTZmGCEPwO`QL>FIk8}Ivs7(`or|349FTqk^kQHRkI*ie)>j=^!;dz}}^^?BlBSTgsLXFblGB*yqm>okNR2_D<(>bbH z1K+~D>Sf~IL_^HCy~aF$>ySV*9}G+3*d2U+Z)r!)AvyS7C`EZsf>!Gpe5hSv9g;4+ z0}fDT%jN=~we;ALFogRwCvP&na>X}F^0NS@*B4(m)rT)tZOgIv9G&P<4_fa+h9)MwLacGJfseukz~^F6u3T~-Rkut3VoNX@z6X9s05J;A z?H7|X(4(s(cg}T-^BwxC+L40rGe`UV$pR&1xvNmm4mqYYMWsP zO3F2K;FLIJ=Ep0lF^>MS^hTGcNEfVL>4sUj{UsLH-+~6^9i`-9PF>3 zzV5l#jHn%_6Rf7-s`neYd_O!mB7m$J?+x%2kiLRnUF!|S6yp{*)kQ~RchS+pInGA; zBop34#aY7sa4i}i4axc=?9zk9zLs!-5n(2$3gyK-m7uy9U>;mH&<0LKC~p47S@`G` za+~Mxv-VpB^2?I4Mo^dH8QBR{+j@8!SNV%NTUp;D``)gl&XL5m3zu>Kp9~4v$K~We z1Km~G7*8(MqavgW3B1~Mt6#}1<})bBd4@avp*Ih2aOHbOgRy7~9sG!(Hp{X1Td|{L z^USiWIM~}rj$`$uPJdYQL@noMDe?}lg`7yJ4wmWVX=(%_DW7SSq;B1^&#qDtnm8F{ zbo3U7^F4A<4`Q%V>{or+np?~L=gF-;=E5l&_|CRfI>T6?ZV!AM-7mBS7<5uw!Yy~mhsKY0?1-n6vAG)M!*^Z44 zF^{yYGOc@J*sutx0?^4ULQ(WCzE61NFxrd0f$Lz2>L(V-9jgaXP?Fv~8L~|k))La& zcQ{2k-pzckqZ}frCG*ZoPu`J}i9F8rroh9bIY+$axVB-ft)W_h$WY9y7ES`g$T2(t}c=jQ)v71v*oYHKsv+xH1r?_USSbzhHq(UCNTr`o2cKfFy>7i9Q%aMRdV z=!Tr@$|04e=)n6{WFmPg&5GD=b>in_o6fK%8eWEoXaQKA->*FRMGC;D6#k z3~(JW$-@aNNP;CP3`vzR%N<;ELycOx`;LbXJv!Y!FuZIekc|9btMqZAI1uyCGMcPr zyr4Te14NW=``6p!wrQpKfQPXhu(T&y^qCy;VMdUkl{w!rTyP5h7Z2n3o2BOWPhwcv z{`IQb8QoDdGT+)!$-#IpMBblbSgID2dufA+Q~YUOOn#IJ{$Ba=yAeye3Cs7tXpxeH z7HO*$@L&<5r4&a~VMo*bD7p3i{)e0*K0xj-DcYdS1%hYu{+cv>@mTgqFQvGchDAi z7Die<^A6U9?v5eb+KH=%H59V5h%&xy$p#~vt*pAYCZMi+<9-er+gP)q-6I%lOiO_$ z-c(I+q6i*=b(J+`HKCQLpGl{wpbHysNr~MxKOq*VU|=tV)%t^*s7j6WgcplIWbdvR z54>u@gg_&rjrfc^yFFPbF+y{6LDO|=gM4j+-*}3yX9^-xxa<3wy@}7QXRHAy$|KS7 zTtsWOc}hdP+Ow+fcqCTI6V?~CVWtiF8Dz7=<9LsbCc5)}Ol;85_W5+whEBqI{(Q~cl=%9Ac9-!C zVWDVdR><+VWOO0*_}DsE~#SIVn<7Z^ZY^G(^V$!uFruI@*P64eo8>iR-@2B)%s!R48$sI0(<1xq(5Nsdq)LVUWS2jnp@7T9|q9{m5Kh03m*)8e^~4#!F!|u-IMI$fRoJK-mYM(?&78Ubxx*6ihb@ zlEgkTgyg@u+l;qntr=}rQY#~0^(6(DEW|koc%w*I zXNsjK+R!qtV;B8+m*C%l_{zN>^w4QH>`ILelTU!YG9dCfh&H;m!@nCkqvM3>L_q_j zT)7A8KuN8e5cU1d#?D*anrWcP5h=n7|LoVQNIaeYa(?G69}m0r3?r+@likxuQOV?! zqbuWbailcW?8S^5)^N$DE?>JYsSi^DzTU^u-lDUz_=x!Hms5FyI5ukyNv>9kmTT6q z$>2Bktq8&igrBpMhYN|%0YQC&)*@k@+Xc;9>~T$bs6?3 z+ou_G{Obr|lTpHQScEgp1Z+M{r+_pjW+AU9hC!oI%$$OqLCkGqb#)b|9&QGS%dd{q z$$a^(VksO0DE?4lS2hrr8;KP+X&lMvwBfC#ov&}f@SpLh6NLmEzXFs|qgkj^y5|(% z{^rSv@Aj-n$6eEts}%mJDp|AEn5Fq_331(vcAluoZ!sT^3d#NiiWdG9dwe1C#vwyP zzDFU8IlQE+?rrpGv~L=3P@`?Cef2j~yP9ls&;WmQ=<)vt;R3~POvv#*ys z`g?sbeMw4W?W!R@*#(mM+YFqiWC8FA6G-P29c`a-Lb~N(HQrNvPtcf3%s@;8SDL*j&U8F?7cfRIGDgwpWWNoDw2rB#n0vV5 zub68XvJ^qohg^PU^ps;2z;niqXK=#&INN69t3$c8F^UsxuE*S>4{?tWTZz`{TT6}^Lm=H`8INz(Sz?FAU z-)miwtZw`xOzNKh7qwZph=(-DYK7MJfS~B2B0(|srcw`EW?Oy7q<+8>>V#1|!Zjb2 z7yrSG;$oyRv9v4@2A-$FJ%5mb$PfJ*v5Exs&Fo zZu6yC2>wOJZPwVCy>qf2* z4;4?#cZs_OO28p+H?aL1wTH~Vj)|n?(>RDwcR!mU;|S8m8<4ZYkMNw zgJ`CA&KjCEPbqS?0}GXhwclw?fvj}i*jX3a=;S)VH?Z5Wtf0Jn>2eV*OW|QQP;T}n zyC1Au@##{Nvn(<~f(j0^x`9{kkK=tcFMcNHQfC~qt#hyiNnV=t1~$-Z|AID5z9k2a zw_E%jL7Yr*xO${Y$T?IN^_($e8*6CXZEH&NKBrqLCFXLG>qO8Q#cmmq3)}XB{1aRu z&hrO>>2vXgXd@+fQBID^41eg2G(I@ruM0f4c7y1f){l7x|Cu*PzpWAoWRU5mW>GJg#KT|gAL~~l>DDW}m zq!194ap{?R!kMu9K>iq#R+fc>Ra|B*)I9a@9vma>;CP8Pf~p}ueMHD;JrO-*-L@Fo zTE(@n{b7Ri3Y1p7GGd7`XF1SPr_+Fm25=O#gKVKdG3j8eZyMT@GnirvLEU7<{_b8q z1U+@aL_7a5Gtegni7||s%@ex)FPsl@zOLf7Kht953N%)z1(e?|porYRv|M+u=^Yz? zg$DfU9r2C%y2}ZxPyD8C1bwXOd3m(EbNb#Wg*vq$2OR}z)^yuK*h^8_DlY4&GNbN@ zH%9t{egMmf#h!;~zDa331*`hsXc37y5qXpC##CM9pDT;wPHvT&-~KS&;$l`Fu9+`* z&;JSHxOoqAqk}*h);Hx&u=>t&sb?oC+W)N< z4m?^ zIMtWSn||{UG2~yop+Yj-22h6lFB4t{wOj+Ny8n^&EJSn(gJ^o*^)w;!$6(~14Z zE+EgLgug{k4LU(jJE00{<*RY1er!RMeT&qAEO{4vxO_gTOqj=zl1+RMrY(cayeVMd z@D+y@?*91T@s>o(Ir9y*fL@u9{1slvxQjo)F(C#z<*&c{4a3e$zgPW|_Z$diOu)9% zMFChJB%AH#D{C8WW-e}4c+4iNFOnBor%nSUJ~}z3h>XSUCD2|zt*(9KVFb_X#rz#p ztB5pyV*4P~wq-Zax$n_C@g0A($U5%^v;C2)QSzE`O)#iQ0IQ5q(({S+S6PCsieIpv zGkbkJ9DvH;iI!*AePubHct=?i&s~52y_oxVtJ8&u)&}@ zS^)P2i2~Az|Eac#f@1p(J|J;&-s$rS1tl3^m+%an^a8XNl-HT92-C@bSEZKK%D2TWMKaWn&hAbNTO4KgsC-3}|dcJYP7}LO~Hig+RI&)*sVY zL4!;t{Nn5TFLz8>;TV%`Fu*H$?ZhnTF8p+u(-4}{?A8IWT~PAIppOJuY*fgk)^NuT zK1zhZCi;#Ca6>}Oql(A4n5gCwDrg6b<#UdDZjQjTv7qnJmOWF&B%aE9w9_aV`Tuz z1jXVJbaMgN{rZtaBB-{B4tntjHvy{p`6JV&#m~F6?LQa}a1ZBy_r(0a_oS-C)+_;N zpRfN>ZrJ+;0ju5%Jl^}R;RFXLa>Rcu@<)&OBEb0nzffUT*%|7udR5NjbsW9=xX)1Vj0}<2Wwf-Bi%lNV zGzF#}!o(==T``*Aay;%<5;PeVO;k8QkMf^KoLSK}DM+~2h}AzuS;k1Kw!gcKY$Br} z>+{<~{(#<(JB`nVPWy)UZ;IwyC8hCGqP)jyhat~0jZ5#c- zr7@S z8I)72DMww>#4NLgT&vl%=i=iIo4H(1lAibXL_?u^B?Xd>n`2+J*Ca~*`nOT=Ae4ZN zfZeTVaVPRAo>99Qw9d}@DZBbAvRJvKE0N0d00`vBQ8A{7KBDK*FF12Ad@cL^>q`>% zc2j8GwuBM8dM*{nzm8o)g=mTUdY<40(064(#)lo8xR<`R-|h>8U6!Hwa?aF#RZWf|)D08< zcM?+zpbqfQ3Y6I+?L)`x-wfdr{w`HC`KpQWY^BV8<&scU-t@Ygt67AA0vOG*Ue^n( zg$9M1>5?bM(6!OmClaVPQZ66zC+gj-MjmBMhBcZjHKU*3xf&yKkEHbr2XN-`1OFmM z$|6;tLMOVc?sQodtmmcfEMs(xg)*36tRg4ewJPtRp;M@WvaAo@|C-UQB{LtqPJJUY z3{Kr)Tl91gD(#edpq<>_xVT~^blsT0q`Cg)ILOZcXsNsEe=Xb$FJwM*x7#v1-}bsb zmNylP;12X5$|Yt=E4AOt56IK}^3Ss6+7*kfO)$-vn55VV4oFLnicazxiZ)*> zJHBJDHl7W$Io;vN1_X`x8+OV9`uGvEZuhrk;mT&m^Tkl5v9PXLp)pUW zTp@zJgZ;o-HFB{hD0GX^n}xHF8`T!M8M)0*z&|RO@sO`vFo{qwm5{n}*lFZqZ(`CU z>p(mu(4(?tW>G~q3~KBRiLLfa?v6K|wGpYG--*l)`ZlN8oZoUYugB}XxSK2gQhseW z&04B~Lq-I$7?{aR$TCOChmmg*U2WC& zE9NyAo`nyoun^;aqs6x@ljQdW9^}ygWdV?HB-FYW3ECM3Wr!UfU5s~jA*i)d>=_w< zbE=)Ttet6&iT|QuPzw$`!fhsJD>`--eVw zc-=y2kX0XPbQd?tm2|n0GV?AcsDNr8Fq`S2EuWMWJU)(O_x-scZc=^KjF$b^I|)7OK+grK3)Y^HJfzeX_(`ndQqBOLQlrbnb#zTr8{ zRYw=w8n|^*2!*8QMv*$-tZyS!x+9ix+3QELk1`Vc(-@uREeu!UMT^3^bmIDlP0Ojs zqNi(@Z^zjA_r8-BQD2?4q#j*=`T*CR#Uo)+9XhwZ=1(f*`CS0XY54ojOdbf|ftJ~C z&N#EK=$CS5Akh~yxd$6BjBy%P`irYs6KnMEIE`MOKV4MiRY{wU?~XsTEeU7nBt&Sj zrs8GX&RX##74uN#8T(`2G)My~j+=+po~#Lj%GqZ$LPWu;*dX7Lkmv+_^S2PJV5ohwM4FoVNl4Ry0yGsVd<+YC~m}@apxHfkx#Ics=20Llo_$ocSl*V z;I6_MX+M@%S~d;HUGdgkyjAs~4>Nt_%Rs5XB}gHFu@D<)XWuDlB9UT; z-6UB_q3yIa%z{mowQFqXAbc##ZsLRlZNwbKxXzQ zTrv=fg!UW|mDXQasQ?%qBj{D^a|y&af(`MGdg`x~;6QncU z&tP+&aPOluJw*E~|20%4k*2LXzFu>}-dm{y;imxcZfe~T$0R67fs>PM-+!Jd`a&}0}1z>#nz8OC!LRv1H>svLadMw9Jx6_aya`}84Z*c zGO1e#$RmG?YZR%(d!r#(&+l8+@#FSTGjDUq*1s*)b8%e~q2d9^u|g~CJBi8rILd|j zG{`8!O|ICA0g{RRogb4VV%zd14f0m5A`hMyYGE#9_`c$%Nu(Mta_=otl)n6vf=FBj zQbxsO@wriScFmQO92bbs&Gg9VxMWIPK7n&)y1HJ$yW4w)R-9!bIf~HX0+v+>jO?Se8%c4^lD6mRwpXp_x`RCAmlFElUzouP8wFef`3%oe|e}gB{?Y&NsjB?fv8WJR(szGl!U)^ z1H`e5`-AkYd3|OtsMK7e|KrCr6Vf2_V!Qc8ThybftE(jusLzx4&f0#U1E4AED0f_8 z7tdSMu|}d91joLdp^JH3wBP^&vEASGuzSWuukaJrzmLP&3shpbfTgB6$c!0jus0vYdB*n?^gids8rnT;LU}6h_7+VsZ-Tu`Ur5k91 z`e;>hH*GC(-W~_Rb#w}3&~4AITchZNAo_ish>2ub>Mx9TyZypC59yzxY+p?ykTVGs z913Y`OkgtVdcJdZw3bP6C>uM2$ochVJ8BnV=_FN4^d^5zd=D+te{)eD)IRI_+e)%U zXCcblA!jw@-) zT|53(ch{o9=5wd5VYa<&B-+kiLX(Kk+-$ga0Z1cz0QpgrF52e$p`y$wuW@Kr??)E` zSBu)@g0t#kz_UUGQbK>+(qh(})nXT)3)w$#4|8$+TT)ybv_`v@8g5g6hPfAa_1u~F z$M!0*o{(_mr!O^J4dgOWW*R(7TzgW?W)G1&KzCp@16NL|u_lv#wC*R26#2Y-)yvVY}9cG9h$I10_6ac_56&M&AyP)1{x)}H6D&L;&@yJ~rJ}_Yt zJWu`46+UTn3+|hrew0F-qmFbe{f@tbMDBNloz)jB9M(#PJZ{rN2K45hYaSD_)xTC5 zF)uBKms*2MR(trR^628~)lV@kk?@}VaKjy^nA8X5T`%@k)zcd*rLMzi*UGbz4-<$; z{A~CT`3#r z@-9Cz_tvx*3<{lNVs4gGJF->cfq6cupwANqNS*{2V`in{FLO0#H_Z;B1uwNt}t9>79WUyJAc3s+4}7+0 z9T)!2y8@tN)apQxBbP+;s!w@248kB1Mq)C*({t1beRn}|&^%3>szr+&o9>QxJo5_* zZTMsLDWh$gznxV<_b+Cs87I%_r`@1yXN(H^Ep1=xd4`!_Z-|-arsbOTJ{e3kGI13H zpxS7Hc-E*#Ybb~a27~ptr9mXerpNS{^m#p3`JoT3@X!SZ1e+?^lp(ZH%CF2m;B2Im z`5L!}0TlOf6!%&6Q61Ao_8;zSxqv}V2L$-fC*=R6S;58&1ly2JSx5c*9H*9)kYM2I z`2L8$7lWlaXyJiY5`iFUeCB{~NBfE^(;#gX-QpX2CPSu~3J1Rc_QM3Z%9_;5eFmfLC;Nh{3cQ!2 zit)w~WakNuC_uPH0ci$pwL^R{yOZr4#C^Qwbnz`uV{fDihwHBS;rQCIDtZ3#vCKF#ej)S)> zCnFaaWv6Bw05zRRdmjBch>EeUUx+I_&;tfr#1(MJwRvrZ9YGI?wb)@vv)=v1v*T8;*>hI@Z*vo9-!=({%DZASm)tKTMu?AdC!aj*bfIlzv$mG$GB* zM3jew+47Gg;c~V$y|or&*%!(n!7L{JcTl;+?@|cfB{whQFW>cS`~C5Z`OLG^mtu=c zr!^1H5E~9ALdaYiAB>;BaM>QF^Z9ei4 z&C1^w0k)HnsgO*K-_GqIUlPGgz!fK5FdIo9tU*}{zjz2$hn|9cg~K%Uj>Y@%(Hu z52WP9sN%jMlxx%S_h?BTL9L0y0lpVw2!Y!RE9e%3^WVl-pgBiGb(J*?Mo&zZ(>IzIl*Ox^yz720jR8n_|0bw^ZpN&O>ClVI*V^6|FlNFG&jF35fa8Y=PoXsN>fT zj@#)a{v@4|hbL@0+>(g%`m9N*Y-9I1{wsTrk=ZkLOW;xjnr)YCal z_aj~v2@U?w-J5>4l3cj8Met-1K`&X0 z1KCrgRF^3dzRQy?M7fk!>>uL28vpo0J0T@wS?Sy=BlvzIPjr`4#!b~9!U!X}6WJ+w zr3;Gol40xPcA{jA6}+e9KzUQ)J}pb-hRP(o#uula8&Tl8K0$b`x_?nNXhLmZx^dDs zXs)q*mgbM21P`AHiPA1-na63&FCmV?Oc5x20dN|nXS(@Kk<%+e-Xvo?+h7Ryda*T+ z#;MDZS~^WPk~$B{S+sMDCOmx*@*!?>)z!Tv@rwyl->u;-7`CJTq|UEnlGvx zvL*BjflfIcfIm7&=+>+#QyJuM3%(~Fa`!TnePs@kb4gu$MP)|G@90;Qm!x}n7|mWn z7VqTNND*i!)CcfrM0$9pH~{`Fw2EslsZMw%_?~%^lyaHtcA@iz}-aIfEL?P05-j=~Nk=dcyG?>!)3H+k;j ze7k36E98E4j%q{pa;>hV@BG^J^RiagbN^WhD#K190IeHughW1M4Rt@rZwu>BGT!Ai zmzI6~I{@(Xwp7VMI>3y&kF4gY-A zP6Uw@k;P=|Sx}3gr%No?ngY;>faOXZ9(jS^0&3y#|HIu|Mn(BWjiV|cNQ?B)2uP@g{@>17&pP|rXP?@= z7bz*5waz3ryE^m#q8yEo{D1>wY3V?gBG8ouYotjY-ml_w00-O@6}q9&`UP_^t1$Ps z&{{Mm%JkhW+jMi5sD#CPcQbAL@R@?6ivO1B{_s6J)n3G8!bOzTj%gvuC5QO-DR7ocWTB{h_TJXbi}ihfpZpPNw1!-t>&Faj~n;^;%wJa}HJG zpHE}z5b$!(SYz%o6$L@VU=$asS|-!=iqJO56~ASr`Yqfdv$h{m$D>%LJ@;PAngMu` zE}fs--YH>N{k$!8bXVWe=)E_`)#s>AAZ>;ZisL`A@7DhTZ4^fO2s#SMTq|5_uP`lh zr4oce6F3vn*-uwBE>H2=@FJMH;cEKcqu*MRCN~!={*Zi!iYt^Kc>jt7h)#<4%~~YU zdocMDS(;n;Ag}_}88Pm9ukx=d&Ny>m4&cP)nA`}#>)CEzK=WDz33a_@mTR43EGEEn z#CzDG3+I^9=zbko`0aOTlO(WzYeN2MI}Qh!iqIy@DY?jw%V(-b3A@v|-Pu4@YBUwU z%?J&EBX!}DbluQZM!WaCe*L`u8q7d;#C~(@O^TGii3)o+IFG7+5&L*z9?SPI|Gc7S z;S1?wbQb@#Q%kJG{&UBBGF7 z!Mlb7YM4IT&D|#$TqO4w3?ET7U_ae+e4uSVDrNIzd&%s1Cl@~x>mvzysqL&MBWFksChBo@*>n=j-+m3jvnr1b6}s}Hb3 z!a)mPd09$%&UK55#)_4)PCb6TW7?tFVUr(j+V59z6}uUBk^585SMJI9poe?>rn1kC zhnr6;31t9i>%Q)l~*0ssmVm^{W5Dqa^xzj1#8)DO~O;JF)|8 zc6XyZlW|PojNJwIVZODGjFHn?eB~on{Vo45G7Ax|RF;2Vf$q*!DB0)Jm_u@psV4%) zW01gbpd`S*YM{F)WwxB4zy;id8dA8qYC#_w5PwKIXqhYm>uN4q0sJgZ#)!{ zsXf`l`EYzw_$c40qp_xXn76m;y4Rd^^PO2`I2mGf$9V3}t|W%4Tyxm_*^;khvC8LQ zrY+^gxY;rPzFo`SeYLjF%|c;T`Ca*PPnO~3;Oesq1q_4eLzj}FZyR;z51IWKWXTMm z;kQ<0AvLtHV>~1Lw}wG;aNZr-w^=Xj?6(hJ;64lUvN+lP(UjQMe&Gmrh^wmyGFqI6KenSpWaf*h{ zt+#@?;YNu44aq$QJGBe`1gYf%a^mnnoBf6xWeWVyu1jmS9Mk&{iRmLaxa(gK-W>%P zVr@wKYi+Ll_R>>)^6a0v_Z12~YOS42jx&#VYqMjy7vO+GVy^42zE=MnHXckSaLW1G z#Fm!mB#^Z@@j(uY9u=5LK6VYhm7Zn`>&BLD;_#ZM zDA?>(zCAMz(<$dh1p8*AX1lInxpr2*gOhE%r^Q>LC@VDuwNUGNHO=DR^GY>JRU?nb znTmE(XoPJO?$yk<<&2l{R2cs}J?wkc4Tc-823XdX}LDWssgvI@tpJtokMJm!zmTJ=&P$T_NDHn)A*Bdb0u%2 ztaU|;vmWxEsb92zuT>P}>N4H7#Um!}tLK#UId)zON(`$$E$h|%WBo#XlosR$?wF$oDCLw&iD@oP6n zNIKmAW@uS>BH{&`2+Hj~-T#a#mCKnMb%A(Ec~&_;PE%|O-^jj@}##cEPeC?3i| znU4g8Mab+`<;mxljl%i*5#nbDI0^F;udO`&c?;d zuMB~A>70SgVsBe?nkzo<4P7XYcVKiS4IX{~SLfLv^LHKV#l+qHS@StB_b<+)ubZcj z$)bl+uJ4-DLQCCB6Bf0Kp@puV;J%qfr_WmOkg*@Qmfcl*;SH zO;2Y&aoBZ0pSpTO!RO^Sp5zz){~P2%s(<=$=eduN;QjND_93%wQ72Pgj^FAXza?!S z7{yL5HcZz~-f^K^~N!Sj`{9hj~5@sBgIR4v+pSA!D8pW3zx7K(TB#T$EgCcYMq zq8S&?xuxG^Mp2Y}zSzp@x?`R5rpDY}_Go)x1y8`g;WtkPQ*U*+)>b6#31)V;3+AZf z0-tA_2=v0ehd;EjG1mjY$P*@bbx}*6ZicF>bHQd?zoEFt)}_&iY>%w{sq=Y!O`+=u z-(*5u&kgXVWqTfR!e*uuwM`(Y8ue!i{^_^)BzL)Xn?|C!tJ~Za7kdGDSAHZ{iY(+V z;UQhBcx){U6<;XYI&n4&m%u1S{_2Ynz11TKq_Bcr|I8@$W#SQx zu3Y$Z*>0w?kL$N>B?lP@RjW}g-hI@GRlIyqT16o?{&7EGO z98tY+pw+^|<6Z`V2GvZ;-+E!o0buB7lIU*vf%X(xpl<+wxVa^}LUC!fV$OFRyenDV zlXoGH+R0x;H$J|}@9W-7&o!7fYTBtDe#LxRZnx-w&t#1NNvY)m>jpJwrr1SNX6dT08h&&lWh&E^9@ z{ixZL4`82LU@HFW@x??p{~Gh(dZo#9s%D8!SE0{ZfPvWzix}^BaD^e;Luy1no z#e}e`bbn!wLm67#|LhEqGSH48VkERE>hSlnIWeH;6(A}(h*hI;PFdl;qm1qAD`#iw zDTw7YB+fg znE0+SwP+Px(O%mrJ!<4qCW*gHulkiyz2SpGEQ7Fzu>Tb7DSu7Dc-?zeyxEK5W zot{8L2Jm!Kpa9F5W)j{)y2`^3^ip@$1CF)n?1Y@#9S;!)NUwbCP+!gtYk{=ZD#^>N z)Q_8PSMe3rsv$gZ`AM*1$-|}qn!=NW!b?0#jCt(52MF>Ou3_cU#9(h`C%|bDM;AVD zV-r0L=|O6dDhyg=t?$0e)p-AfA{?`kAhti!9CU-H@g8I*G=-h@u8u*3z$4BQlMY9$ zC*ae4aZd7Kqa9n)X>If?J(6WQ1=tq>VjpeSD-Wzmg^cO`m@{%X9EHM*Ir8yV4HX>U zfpw>{m)Y8jZCF-C`Y^W+B5n;s3bqAz;Tv&?$0B)o`p3RJp0(p@$8eXFqLfF z1oSoU6Qk+F)$S_ZBrGbYAmb$ha-9?SuF3w?*TdA#px4de3hbisiplMsDu6D|KPgX7 z7&uq_ROBj(UM93OdazQ~#BJK-^n#%nS5MnsIH8X`!yTkHGTnfHQhrcP0I&$2@lfjh z<#%SlTfRlnC;Ecif{pMsFHsFI_4CStN_KrM;xUU_2Qe6IR#@zS!EPkkwCxC8v%WZLZq6P zdUuzl_{j&(-*ZjOi*Q@B?MOG`FsR8T4<~_60lg_xb%Z?Tq<(is(b3rPsG-S5CkZkw z*G@=7?6Vm~__G&!sY(Yk0J|qZyWITe*~;Hr@Bo3Huk*j`-!YRZFL&OH>7A82EftXu z>}%u!@zdZcGd4Io0oH&kqm*e8pYr{KEA$}?SD15ujmZRTWj!WMx)oNGlTqN(AqQ`FmX`LA|;WM;2p&OfxYE&~nM@mHh*dobb1_WFI zSkv1H{AJzwT?}W~^~u1CxXz&Wiez!W)3NcY%4SQYnBP4_A9KBxKcpCix&8c;0Ww*1 z4T0{?y3fnMKXMqpla+GeiM)$=m|}#%DiXJZ$fS|dt$iy#WtdZYJp8B>$>}fe%ju^$ zqPsGt71qPF(F#I_$Cm-uHopQ?=|>YPhRUZZpZAT^bg5vVZi`iQ)03fzyVvM{9!~DC zfxeW825Qnmg}_ACZZjYk#u&Q7t~GP~U75@~FY!;aud)?_)*xaj*s4Zd-2;F5MLd%6 z+;LQ=x|((DSEcH@jX%T-D{OiZ+8M&OSvLm4wewR4$N4&xaRy9{&qt|k-7vWE zrdT$L`)wK|^MTX&iPTR9pk3wEPSZb*-}wPC7BE+=D<#?m>e2O75ANl%M|0}Fz6D%Z z5m`(L2*yJ@+Vs`f8w(i=F3F~)RTV&c|Myev0H|)98vHizce;fk>8Tg@_EYTe%CxP- zmcR?SZZ`B^f1oTt3GklGtJ=V)rw&}Yo8Bd*$GQ!6;tU`D2JyD1XIW_C0xFJv&WVKU zO)7fnSUg%6O{Uqxjz31i@NTDda8g~<{fQl$8-GKyHuhqz6O7aAmKH`MDNdJ^<(zP~ z^}?X};vqo!=s$`GIA;q3d#-JsHr_7j>O_NXfnMB*y_l(@n|00HmS40B}lhY!EjTcy+vNNUc{>RF^d{{w+S$$pJ#RMHeY0^T@1d7AH`$H{t1z z^T#9He4^FEw`chA&^#2bI!QPt?F7j_&|0u#;$}P#PPNI&pZe)bzl4 zx`NEHZ z7rX%R%r0_H62HM%%%M4sAt$c=tMaSYq?0e>V-9JT)8DBCu4W|l+}mb1i{C3k@TUOJ zouJPN;+pJeooS^NWn4>JM0HeqIA!Hwp2~o^v3erC>Wo@%NJ5^)>v9?yLbF%k5@<|( z-XMASce>t4f1tc656_4~3nNxlU^X;n>x}yvRk)8JfNq{(jyy~)*#6mJFMThUA5cD5 zlZW&W?>)K{(NjnS9o8xa>b?)4GkWs>zEjr)$AD0RR_Ao9rZ0rD4Rd2#t_{TW?LhqN z_m%eov6s5@*O#-egY$HSItT;639{hyflR(n=usB0jDrh1N#M@eO?xqA_0s*6?%!^! zV^o3={F#DdDlFJLMS*K55Wl;!v_bau143fPI8xD9h$blefVWgr{4Z!B+?z=s5{w1| zF9;4At0Lge_dd%9a}Btt*|7E|LJY{yAW_if-s%F^88~%@eBi5E2iNciMYRa%7#yq0 zxeg3E5!n0%q`|TI6XXBpc)tmHt5N}L?!d4)3rSE044cQHdiu>*0@bGYDJe&+x8tV4=jDfnoDI<=9 zoPnLmlZ=AYl(AvE<06Ti)elvdRt~%aq)uz~cr!~ySjU!d*O)HiH`JQu{1fJy&U2}K zqmG)&YA@!q<6AO|oCcwhf(awXtsFp_tyU-RHWy}=wD;A8$$3z3oH?Js4GS((8Adj; zq%@0u1!gF)E-HRxFkV%4yv|9tslv^ls-(K1VZMkqoBIZhlYc!}98PH+^^3jR)t04y z<9S|&k?u!{iOCdW%UXw#lZ=$q<85Wel(j^pk2G+Eh6h zwvHh@s?@`dPxBg6l4^n}%w76CUdyGF<=a|dXLAY;4iW5x7JuErl%pv93rLuPeIBPN zYU$FtHcuEA+?aJINCu1Xl+pGO9L|`v6ucQFaxCqu;#uZsp$a<*-@n}LNy|1CeKi_$ zzb9UENL9C`Pkbo{U{sU_55eU^MjN1^q355wE1@}!21xaVO&mRE4n%`&eF(RT{`2P? zr7O1Fi<4xB0b0M|*PKmpzwmJZ3S22mR3}&;AT7V@-=-_+3*`!0w?yCh);C^D-D{Aj z-DeY%!_S5^x|KZ5>fk!A4KjNt()YDYqcr68+1*Z5ikE)u1KV6L9p61R;`y!n)^ z|4UGl!XPN$s|s2!tRZONNjAAdvy%S8|HF<9J*4*i`zY@L>K{$yYa6*h{7v;8|1Wa> zRrr7<`U>r_1pkk23y*whuIwfBxF!zcnwWS}c!?u)IIkOEOl-JGARq527iF2NWyZ#_f zz!*kaGV~Ll)kHf<|F?bgg8}#R`L4+xeX-?@yj>=X{(Ef4qzOd@xiO;g!QaeSY(TwX zA-~9bgD*IA_2}4(paUyAp4fj>4>Y%d2jtu7N3N6#Bhvsd;QlGi=_Q4wY>;A?oQFc> z4g%$vVao=-=lMyST^?MdG0jLAI3gp^O1g2oGiou|>6l`N^nbW1ILd`NCT20!NHNia z@su{BF|KSh8P3f?jddJYER%`Vljsi4Ov3$dbf5K1ce-{3jA1pLQ&t^7QLI7`LIN=H z1wRPuV&ZN6d(r@N!JRcszFD`~?+u?EKTvBVLv7#HW$P?c>hAf~n!P|>hY8Qvg4#d- z(9nFDlQh|AMlCzMfi2hpCvoBoDowfbIv7vbm+HzD0RnLDql-MD88$I33eq=8_~IL} z>xP3ve&2Q4JHPa7ZCXkwir{}FIf7zrlOC-deQ)_B<42>;w2U`%?rq(w{JY18<;S=( zX|N~sze^WVef-QYWY@7FJkQo{QQ>&gZ1cSxT?#lIguqP zraSzohXb4d0o->4A!HI)q-RIdjsE5v{;2=_14YJU5kKij$qF98M2T;MmtBr0r!IK# z2bPteQjjgoLERzJs7s?jP=^LEVfN(Shz@ulpcMN+i1OOHeOg8I_AH(5Se*Irr6O+B z#C|p{hx1T|0qjPf4=__!qZ)b*%g*rL%b3#R`egpa$hZ0H@DCzrd1sf0HRgh0I?vp* z+34soTNLeP)#^Bb7LEf62%WK#++K;*bixoQi#Nkd3y{dId2>0|7+kDRWI*4v%Aq_T z8#j0I4U891?T|E2-f3bqfHAX)3c-QVvUxq5J)vpjva@8R3k3Mxm8V#nogre~$=LK_ z%U?{79ik=PZ1LLz)2(mK9p@B=Lixez)-8uW{uc$$Oza|P!j!TJGRlB_!WPk>Moa{I zf*@zmqXbk3JaGr(N=AdrOpph3R7K1h&-|-RP)pV#KeGc2iB4E9e-?_0ujux9LpoBV zxy0DD>XPVbHX6b9jX#^Ldbf8&eS@mr7w5xippzxfF2Bi#h$=uI;+uH{Z8YDFM z8d~=A`TK}{I(>Eng&uQMJWK$oIU)TP&`to1eL3oJ{=A0_5V*XZ4apC;va5#iw%8WR zu%vpRd)WdYgZ?+>E*Kj1f6A~fx2+x+=6RSVCD2h>g9H(pxVIvA!#TdzEAq0E5Y)`~ zi1h1tudDGVy0?Hd1|0YToG>DRUsTmgGqk*3vlbkrs!5kJ^mYa**c(YMlG;D*Ks;Eg z9n#c(yuh`{?fndh3Lb8K4}#p59*9paAAcdkB>bd|QA_0TQ?!k-byO)iTPXmaSe-<7 z{6#dn1*7zqjOkttP<&*MJPxpDa1o$wlv?7tIEM zA@gTwKPbZ}0P0&M@y~JxFn0anI*3ADbH8ME9ogxPqc1$=2*f6f?zEBykr}5Gfcq5r zCSU4aktflVUV4cy5n2T43dV32=cs1?1CJgX3f&mEecDgoAEr;Qf=|%vDI1*5i7P*B zF~pD7tn!N5m3tc)Vo3Kebh&LzIXCm1JLgM>074koQl|arJKxBpjZTlTjA?6d{K8bn z7ulbkc&MjMbR-dis?%Y^J*CoJ!y9DK*32X)=S1$1cK(i#_(q+!EiUJ8#9Y{v4Ap3y1&cRxv)R!AwydJ>?0s6KB#Z4CM zU*3tn7|@3LtdBnR^#>$;uK68EOpfBo%<2(U&{?M!vSujtW9mTTSqhIcTZ)k)k;pfA z3zHCExr!Vr-(g5PipjS1BDKO!ZdbJf1K4wTmIX2QSpLA-_qvtU?!TmZtNzR%FH&H5 zdfKGCDnv0+a`aiQ)UC_I&f|H&(1YecRE%v=;Lov|KX9j1!dI{JgHZ2^q3Hl{W1^w9 zyDi)@W+VdQ#g%muYY^g^oG0_D*P$B@f#Y@xKy5xXIOyL5Fw$wdc}hU%-%|m#v~*de zvxnn@rYX#tvK(r7M>q*db?S8H7z?gB2yjk+vc6yB^DV1ZsL%D8LkcQwEq4kQXx@`+ z8lI)J#UWJkOZJj1nKkXLD9$w60{$Ta8USk9NxL{oh-Rk#Sh(S-{?ID{Y{H);Zc__q zeIF7y=?$im_X28B(udAg=qnws=rqiwBRi#=K@rh_MKjH$|HKToX^)dx!v?~q7 zB*{A0uu2MWlB!b^K9^LmCOG{VP63>W1TAdI0vLO_V9o$`8*5NK%98eq+E9?J5M*tjU?TzzHMMDsrWal(#7_81#(J7#ud z@CpBuG95u`ON{@d(VkGI&svLwo5tZzWx%;*s;c$rCc9cXS0;fpYa8k24~me=rB|uW z=}0`OXzJG}$rNo7E-JIWQWu*bu>m0$Y_SeKl!$Rq+Oh%llP`wSeZS3y{^ZAE#S>{TLNR{DF~5wA}Ki7}c%DcJE5+Epta$qv*b0DtZ7EL^^xKPwBYy z>6CZH-HXX-gOpZ28J7l#qDzS>jL(xx5x!=62VlesaQpWP(0wQSf7nsv28`5M%ceAf zBU%oGW+6BMfe?8PmTB|kMf3o`OZF(9XU?dSMAP-~P9CSL7WA@u1UM`kwr%EA0 zPBM!bGW$>&lN}{a&qm6m#3RlUK-Y{lhlq$nNwv-niIHgqPWpNz^{B0YRrPihZm|YD z=;!@2J0>e`AhYR=^JDhM(5&0*3l|jp7u)7YShhSdMn43M4_e9TfBS9seI7w(tRSNb zEm=L(T-{Kf@HJG48_>g00G+3&GYT{(apG9`{!iCNr;i2!GZ#PsLq(CgN=s;{`>c0b z(HU?_Vq3!w3bkdaVoxwQ(IoI>tQF~=a}a|RYn260`>-dfUzN9X^9{kaHsWgfdyTv z4q8*`fYHmjU{~ir;M-6&l4W1(KvBVR!TFiZ1+Yt86P+Mf%H9DVxZ&z@g0zpw4v6St zuvJt{&3vRriFEa1ErHa5bl-avaR8cJDeMcA6gFGTZ!<6op>6_M#WALnQ$ zN2p8;O89u_c19&8CZ*?mHZ=&M{=vtinz-T8W_0-u?i%~ffoFB(g_Z%x>fUT38j58B-#G5x=Or%mcicID<&?+QQpGw z$$T&GH>mz&vnNq%v*{Pc<_7;;EEsvzN?~J2N1_`ToI?GJ z*O#MRA%?!1SLMz{o2i6BA{;uqme~Z&DTPiiW{d%X=@j*%3xJV+{?-yH`1+Bi$d_F) zyfNl%1rfk^i*q$T8oa=ekM;cWB|QJpL=`gl+}J5mej1TS^Z|^Eyy&l`)04DOD+_T_ zqtylDvi>C{0?bIgtp2dVJm)ssqe++VbH8hv(xN+7clJDhZi&edvXC>Ac5OQ6h5;nc zuo{oTjx$i{Us6ZO7pii9<;_W6M|+>H$rV9YHgel@-+YTyV?hV~LNj|&I3pYViNz37 zN<8$9VCDi|$xHnj@~OPr7L-|}@eTbnPH7>}9r=Dm^cmmaKOqojd>Y>Wq+}1$AJoD% zY1j)XJ+kIHhqoVXD?O{;-@L`ltAjZ!QXbotIF9-w>z=AonIZN44$e>AG0 zn}Sdggcs!bqwQ8}$_0L?|K8!DZlzUh{}QF@eFLkPCVb7Rqzy>oz6|w1AS~W6??$$X z2hjBn$Cd*_!Wa|j^f>))Ft$ryq13OkB`ov(?mutdx*I;_}fpgd}#_$We25ptu{zo^c$|9?7>;h9EWUugp9M6u_DxHb|O?VbkEvErlJ zi3$t<+os_|tF{w-DiuwPiK1S~Q?FQ7)Bv10A(|V{{{|GH2H-RJN6)LiBYZuD;s~TZ zd>PtjM$Kd=8;bk_TiPc@wNFs(?A+!5ZG$Fgwp^NDpw6V26%sM{oNv+Y8S38zb3#BS zbG!N{QqhyB-=z%;*X#SyDeeTK7zS;+ng5{PWJ5t!L|b3~8!cglOg1BHUVMfwHU6Z= zfn(D5x3Z@3Q`b%J~kUV9Ca_$Z!1rG}yV`vC zdJT?z-QJ~kYoCpUMjA9Sl47?hP^{2vG8@~#zown7TJ`g_-wcErABVzqxm!Fh7Pc+3 zye}4JwT;L{P6i+1rtIo%o25`{ua6%VIUIN!GhBt&_fVOT8!kGnJFEZv;kJ2fy;9wm z{Cm;16OSE((!9sYg1y`{xIn5sn2*sO>vn}9!v~A z5*n`5#IXD6&pzA^M?2-mNQO9O3@n*{gKzp_e$z$29uq|rH`;S3<8dRom)EfdTRf#f z9#@;|xtHy!aG^l(#%fZg*NI@!*ETCqq=(6JYsf}Pk*hkT($mSAgYNg_IAY%SFsn-vrvzVNzN3B!eS|rCWC_!bGn(#)1@w1P) zH3X2-HQgSdIhAncLYC?41P%QP@CP_*>$r2KNcK&_lV;T`L^mR&-~=rzHv08pHT4c_ zGV^6S5rUd@+oaH)lEU)0?bkgaAt9c=Vqe{t`|=)ss#<>nEe)1MPkw_0K(ktVeQZe0 z?rK<7bNa6QWyLaU6DO0h&s(4zM`7iyVj<%|LY$y23LymScy`rFAiN&gr=&p7a9p!(w>b-Ai0-3 zUU~1aPR<}pc_RB0E@RL7S)w9;iz+)3HbpQA9=(HGANT=aKDI+vFRBA!oy10FHkznkT~d1>%;a z+M0e5Suy|?UcI%KqQ&HMSt245*9X=;y$C7?1CNxZNw@#=yzZRBQG9 zj;~F~6HHrpiPzCm&YLt_)z6EpZthcpq-PjUz6EG8-VDSkrZh|gPp#e}|tcWmI; z)eAY4kL&#i->h91%={V|(YJXQcxqP<9O?^an3})M&G-8mLZKVj?DBlR6aFfwKGSWW zf75yx!2lZk^qRc_a-ro6-`7;~J$|6?z2dl6_SsJtSar)RT>S`op18J7u{mNYQ`-C2 zD{!KmR{Zg(yvC>Sx;BOn$bcfl$EugRTD9?czQ2dwR`R9=Fgh~4H!JlX_T9A8pP-(C zNw2z4xh60s<*zuv%jz%hT*xTfPw#HrKfwR=pgbSq@Xx0>BO(0_u?vBxzo714oX2=A zacNHuo8~5KHUl(UzA{K4)8oD1%O0Ll@_b$)fL_g*6!J zR0Z?k+W>W^H+s`i*aC$o;dc&^y2Gb`VhOHU3?MdhNCETtFt^j|ibYb14cdDbf}?zD z$R+UW`O+)P7n?PYiz1%83!EoezbC4C$xV^=%a?CV4u5(c-p)%p-+ro-y+PNulH-bXRI=Ky|Tat z5xh@v<`AFrfWy5AmDZ!F2wd-WefvYD=YW!)WpU0J*hJ4H6@@KV0qpqar2`r5#8u;b zVU7FvA2^_pNQ>92E=#G2(xd9()k^<#7y57$e zS297`S~f}#owiN$JNJ5Qq^~>;~s_ji#;VGK$c{4f&j({g{_zx1S|{hq47HE$ZGP|OJh2Rl(ta} zl~Yg*Z3e@rZI*V&Fn7%j6`SVWXL5&C=_A0>faV{6;4DC2DVLQCb`&*90jIj3GHZu& z7`&fnzO@8b!G!sk@2cln>Xbe%!KXgZvb(I0h76YOTyI3Yk#4&;soK6u1>0fk4qy3i z@&H{Z!k}sE`uLe%=O?vsC;qvCBVk+@mC%Y52BhkG1T8WQyAt-6Z~7|qc2S~wC}sy3 z$&8F(3{5ZdSaGbOI`M3F!=CSGyJ7@IKn>w`NRF_tQ_~^z-^uy-swlyiiGn_st}s_f z%W=8Puu#7jd?WoB6eVegNS1^DMS@VIoCGTTnAd6DE1k?Cn6jcTzi@C}x-2t3n5F;| zXmbmmK5pOTU9&7F$ihd&FJbd#s`g;uu-jA}bk3%g%+%W|{07=%&UaA?y%b%GfM$1~ z4xfn69d8%BK&(4Zf%eYVE^BT>(E%VD$tRvXMtG{Eyz@5HVUo7BW>d6z{4Qf7_cb3J zfiMRH>nx%BjCbnfGI5iVUUbedO9+*4%$MQhKXC01c#n$p56mbU@tZG>`D`B-;Dzbn z^f4+0^PoAA*WY*>Ki}(AnMdY(84^)QUXq7F4=u&kU0zKP{7dVB>`jY}VtRa6?=#lX zomqPvT&>?n0bm6&AbYsq^s7g0yJNF~_S-8Oy&cmSY9XZ}64}hdf9z`wdn!iN>o!@Q zF8z}5-LfH$G#2-{bG_)j;{6WwJ?ixa$8R$lKa>>;9Ws#OP^ow>_BZ?xmAMZT^&83Or}K^-kL9J7pw^QE3atP;qVh=4Hj-Q=ekIv51hl(w*_hq6 zd@~!A#ggf)8`CM)0)X(ova*&~C1bc@B)Q^#&kh`00&b5dv z{(&pBli+hp<57vio* zj*N(6TBe&=ldC+2tc0At>{GZQ;Z-{JuUi?o3)PalE)IpXj7Y&@3V(Si+E11D->7>V zM?}ziY`vL7XexreboJD7iq}%~PdeOpY};YR=kC++Bu>p&cFdN8yC~bMXPo!*#5@#q zlHC&bi&WL)Dkwtd?W|5XmG8a@;4td(n+?EUp^A8!{I$Y$5=cxyqL>BB3%nqXMd-8~ z1rAM~VpfG#KgqSt%8{HAZF zVjcm!AansJ@31n^rWPYYGW)8pbcQ^8fc!a0kQV#!DdK_wNmJxVD)Sc;CK)9ln({aU z;!1V5WR+iqDG37aEvPtfH!!9-D~1vXEzCcmkbG>FY`h4)q;mV2pjvn~DH-MrH-KkJ z0X(03g1zQlaMU5S7OQ-Ahl2h4Q@yTvT&R0$%C(-DLZ9nVq5}-h@LRWv9r_(xg9RjI z^DC8+G`gONjVhRhw@)Q8F4e-2SS|XGz)aBt_4}O(IG&iT*&Rg$R2-Fc-~NaGFW*Xa zdEY2Y{z-0ey6YOxS-3s8EVa||`clpYq-<8|e|hW@x&=G-EJ%{L*{$$8iIYr3BpWRj zr9x>z13#Kp902oKO=shmt8Uoq1Z@}V>L>ybP@D7lZ1Ix=JTdjbU;?OQ{E(SL%+A$S zkJ>-v3BdWO(r+j{j6XaaRCDlc&^qq7bAO4MFQ-E^blljKtgJrXA}a_bt}B9~HsTFzF%&s^%s&fk$s5YdEDDG9htl8Pb_9FWs;er-RG95pGhsCd%eu>7Dv

      =Q0rDAhyHyFC~QuvY)g-BjqFfQLr*ZW*lXWbJv9EM(6i{1Q^ z_?qRT5-b7|SNBKli#o)W-xnm5z9>S8dO`bVBcdAUbw6>WF=bhyB~b_KIa6pR4;z$rTeoR;;$>ovi2f!{Y@f7l@P+hp#S=bx;O%rH#Rt zP~ldgL8A?G9o_cb>3-cmff6*{z*3zlVxGaXmRzy(dQ?K1aG{5!dCMf4??6(9?=688 z+>cl6MBr^~z*5aIVEm<9eQ|9ReZp~lIwQza1jX2_ANR zx5Cc^3|$2E9J7ITWOci%;uh`!XR(^36<&UmqaVBM4Va@&(%{^prE~J~pYEh^kdF#o zS4l6l;VCwP!GroqN+`D=eOr(+*@A~HiK#y9Rz@i|E@h42vA;=EBZ)Zny}K%s3ugHj zPvokHCF^cCF7-51?6BpuP2s`&utjpY)uy@1Rh*mG&{@zUnh`o5j4H2bNa9E}-yBIG znXTHSzb0ZCHX%UcQQ@7FJ;508)gQ(ObfN@Id(=jB2x!A!N7`Gqep5RBA1o3~+Ahky zc}qFE1bkEBsZ>T2ZUzzkSDTU<(Z5R{@maW>h5SPW>?G?1>YxL}dHd6CNKaBZM*W-L z`ON_n0(KHs#v@lw?yg)nupGX~G0TNM0|Bd6;@1)N!McYAAMY~Y({qS)cq}iJAD_mB zobk*86;>v&Q3s^iq=Z**$gkRS1&uVk78yo}z+PA{aDlDC#s+ePl*7Ccjsr&5vD;~Y zNFjB@RRL%|@`6b~iSkisw%;u%f5PqBF-leE1T_mAWCUnKePrqu%I|WQK{Zt;=5rb< zd6$!p$^a1hR5x(_F)8Zi@bM_rcjGN|vpM*9WQsjA$oKJ%f`#kbS<=YkQ7^I}MKvQL z!C@m<5$R&0jzr>@Y$|?Mmy~)YEb6)bsv>@lblqr8pe$=bfOKQH%5Ymo4OyAb2MmU3 znu~P`)j&gF_3-*@acEiX@%6?C{?xdRzF)TkZmYRU@SoG6$LOo|-2 z(DOgv%|)D82BPWn9GWW&k2`GBvnXaCcDgF;Tp!XD=C(2f67luOlCsJQj=9UaSR;Ch zCaNHC3FP{Kq(e(0LHj?t`hW(qyoTOWT2j3ohE$blY~>%rZ4H}PtwxZCw2i$&W^aZC zCe#=?OdWxcWC2*!rH6>^={0n*H z+K8AL7HR~G>*!4|HJ@#1~5*?8IP%`1+-)SsZD>#D_ zD!vpy`RZ^BveWK?A|v9RdS^fdIiB0t5(z!QI_$ zf_n%sxDDxDdN99L3389HX5EkA zKYS(A>$WO5k#0oaZ$l2LYx~^J_Da@}7bFM)G=hWINWA^>X}XBdb8S;Ak`gW%V(J=Y zpF2&{dvu02>~CTrlUE6}#G{uCTiwfwR3P&Tt7hYrp zp&%`cW$TCF+6e?%ZGSBG+##H*g$395xzAGBb>i5pTMJMIT8|)|JGK2fz9nPTKwmVl zh0Ey9KJj$uQNXx)x9{8Ac7~=u6ZQI{p9E7U#O@+WxA#XbUSQ89*wA%vAD7O>NdcPR zX(LoQeMWI?>@qVGtVr@Q=HNsFv}Cr!t<|`?2KKq@4);dj#lcaLw6i3xl)K(Iq12^L zf^|Y%*BddMe1q=o-eXa&b?VpZulD9G!oX+D`Zk|LBc#Dgb!rVe5Eqv-5`6uP5wFHz z59VCTGa{We;0?nAb63hqZia;yNmr@pfdZXFeUy3)NTd5#NoQX z>LK0X4j^TobFw)+ht2kr{LvF53eGjvJn{u@=d~V~vS4@dNt36k&6%Wx;Gv{`U|HNz zLv0NC>}TvGb|ubhLD>E+LVCCnd07~y$}ht{Q*h&$g6N7T(s}EWT9ymf&w%fK@EEhw z=}$nXpQb;OInw8}nvbG8bYIW{%ftYy=mzO(>PrbfXD7X|y2%5e$tQl`jSS%Z^BZro zvmTP@+wV5lx^(;2P4=_uw3yzkfLTQ;?>pY1jJJ<|Z9TGSc9A6?_Pp3noJnr6-%hG{ z5wnZzK@*93Z>S|Wx+Yt%X568arfUQTq0fkNInQ(L!kmvp?_@oLwMA0rzrT-1Qh$kB zECgIvH{&_-g^5B2f?XQZVOnJ9_*2_Qifeg^w|FO!Ld{2g?B(-r{4NCjydul+HxTAM zj&0QAI@Am3fG7kcJvBI=I8SYJUL@^#CZ{}(_%)&%Bm&_|Oh41mA^s3DW${TDcb7Yi z$JQ0;eTGF-23)gYG+@dGd#<;uDWVXCnCH$t3g4>C+S`qBhb>9U<3r9l>uTUMPUxQc z`~6ONyy0z`a8xxueVA_$$Hy$UqW)y95TLhw&$PQ>nfJN*pxS0?;bPp;B0}Zvs|3hV zS@e5d2e^*uI=QnXFc>CE5LCk(vv**ry~L-57?ZWRfjW32HXiB3`x1R@k-kSi=*ecw z_x{s)b>(8P7EZVBZjHL~Rdv4#x#!oDA4u7w48X_wI{7_gh=@&@QuRS-3UcP47Ic-{ z3O12WMyRI|f3U9~$&oN`-e)nU*rKAJ!Tb5jj5?f?Kgn~2-?~MFFduj?8iSiXgPQ!;U{H0H_PDbrd z+UU_tK4){H?oPKv=+`1+-d09?tVWmO;lUj`Tg#1;C4Wff$##xgvo!0I;e zv;6PN-o+yOZ)a0n1pDLjLx;yM%n-g!l)Ws&A;Rm%1V*>NPE{Ba-ke4kO-`)G1yDfu zu#jU@jA>nVZL3GD#9xhduEPdVVH3SsD-lr$D%u5#oYHB2fysONR)$q`Zl!G-aA>}| zO%Br*SUndm{eCD!U~Fh3J%xTa82ae?{`Ti)Yz!@B9o_aL2x!!lt zxnxOdhf`&1!wmHAfjtv+kTpP+(`%{gqcv_C9WAPoyDV%hD(P&p3xMq`)}&dUk@cJ# z$Yj~0Cu*A63q(^Ia9it80}ImAvEFfuQl;Rt~O)>GkMDBRKiff8SsPp zajk0O3;ZBav?R6qDB zS$u*t$WhMf!nJv{JDB>LtL?1(TQBn#k;E~*iv9#&q@T0AIvpmIRR);2QA%W#-G1Nq zNa!*b;G4KCZc3xryrF|#PIx(&(z&mD4;~r+QXje~?^t~iUt^Tud(fL9`@~NMA`nr> zC@j^}YrW}qaxF3eLTq#~adAuU-HdH!6h09^CR$V&p2JSdOi z*n`wn?#V)s-W0BZzufTJ4n|qEkQWBmmL9h>)JFxCH>GoRqX9SE2w31W)#p~Vu{h-_ zTOE(D%6ne(E6V(OWOmmVZ$%AhSUI2yjS+Li2s=-=^lgoE5s1fqWlCAmII4{dP8;S< zB7rfH+5OU7_UvWK6$_8M^%>wAxk-yNXYA{2ZZAe%a zUnAlgwQbz2QxQhVerg~1r+R5@Y@Aem1(%W9?e+>b)pja4Or4gAZ3I+n?73{|a$3ug zYw27Hb_73+JA8<1LCPXt{+e3jHq$&4DbuX{uUu)%Dn|2&8!-KGU$r{>e17o>J0vu)|1@n7IT_;Et-b$HO>9huK+gD^ zsP2^q`y1JnmtI}2Hr&4{*k!L~zL%z86Das8Lf*~Zc?^u&&Qu65r~FEMdsGi}b_kqk zWZ$&1V+uy|t9n3^Eak&4IBRi*!iu?0z<-s})=n$KCjFs?s-YmkifCFw%}oJMld;ceQv87siJ|uyr9@k2#OGhrb`RhUfi;)ny!AY7gJJY<5%oo*i`y`kwX9_+IsoZ>kVI z;2^#L#~-`>Xb`%KYg1YjzzG)I`eia%b`K+$)4cwt;u&(kRQ~~n-&b(H-cWABP`}X? z_HI0em>4ZgGb$K;iyUjEkhzDE{ssIPWBDGE6ywVi8Q=vkDjMK{Gq?Xg@_!>kmUeKK z=_e*i^)Vu;#GidhcoA;0aR1B62gBqCubv1K0nd+#fgWJ|#(+M>`1v5069WT35_mZ3 z|3#5sQi}iV@H8=>wLULSN;;@xE{UC}bJ_JV+m&OA!}UK420#9+S}Q+Z)-QkPNfgaD zGcsGYlxGu``{Uin9l(pB(DyM!P;c&BPC%JcPq~8OI$UgNhe6=Sxtw2edI$+WU*3AQ zc+#Bnf?N)BkM|=HfWCiz|G@T~z(XG-F;?yhTEc@q1)762j!f%Bk!!JBPs<;0tKl5d z4R5CLK7?5aNM6om$EvrTZQ;yutvHyJN1NHK|5}iroQSQl#E&I;@nRfH(Rm@B)xf~2 zaZ0n*FwNE^)R^(K;>uMB!ch`sz%&XR=AH3ib0TlJsY< z!d18LyYC$Z;mtW|GvvY&-rv4%m*-EMwEN_HR>$N>dCy{BeH)u&f*KfQHy?=4GW{4f zAERoTs58#S4M>kZ^Rcn~+nyQoi27tgfBj&JAC6rom(tVF9_^M%4A=5V&`vo#&4d@Z zyflzM7$Be+0gL3d?G@@>awaHVYi%i)jQDuT#!Tj2$z$w41u9!ulJ0)^;uA+I&F(W? ziR@?*9a3+aDTfHWo~?Honv&v<38-FPn;1g#o1keKDyMm{a_`DqEZ3E=xg!^bnQ>z) z;fN9-n($o9Jm$?0e!Q94R)n~N^Ubu}jibt=i}!gH$eW1cPip7;>G{5I)v{#smBlKa zQAK_&mh*^7<#L+U$UbbWkc&KvwJc)8g#8)xckt8vK_{mb4|+n__SkZ8~To_&M$W5t~6)x@CfS2o|0E*IbK%Q~gbgEs4!!-7gj zlD<~z>@;tSv`~@cw)`0+Xpy~tBgX7XNh$_9wyG9@b%hFZrVHh&u&UbTF~d+_eN~>$ zc*%)cXuoS^U^~$&y4nV*mdQdBwXF1$4ki8yLv4SEwMcY-I&oZ#z4KR5W{sW$ zB>uLg^6{ZK=(sN#k$q9V>*%=N$7Bwj|1vwB>!j2US|_hmQE6+9sU9A!VZFkM=ct*t zrXd1v+tCP96TNwUwZ+geF6eaANxP}I-RMxqB-7q3ZzoeSg?gw2a9nciB2B%3*hRlZ z8|%UOQSMp+VU0bAQsoMkU+5UA42>8b6;BQ-YVAw8Ojjwo@nE4}%4auR%;K26m*qlX z=Q3a2dnTWZH=0PxY)HOrE(0-wg=-b&HONu5ZJy18bL~g0QCD4t=Z5+@OL;L1GR9(M z+vhL$#c0&IuxqU1xt7#h8RLF&{K*7 z&4z^T)wzA^x7eo+Ix5#e5&U*?plH!DkX3FSLSZUvTpt8W>ZJ(56cCD6WrK5<7R!I}d zhvB`zyuz&OF;b_Wd+$p*X%%5@JQb+-?32++cjH3>LqE&Mmub5DXFh>JOWDt6`3%;Z zp?ob=ywSw$B4*xCn;!#YsN0l2<)h3Q8bbOUY<(ygtQi&6!-qoWE0x_dvz2^X9$Z1& zrP!cQbH2Q)AL;%&*|@Wro2ALK7VMXjZL3$<$6!{L9+E&G^NE$O)z1ZdzY(y*3L=dY zniQ8*Sk`f4>vA?9OE-PeD~dz?IrnfjS>Q-*I>rZht55@1i_&DKOX?IqeW%vBQMWcT zRu5P8l}XE_*Obbj-zYJp0>hSIc#A5-g5FF!w^aAE%5Or8OCm7Y94&E6y%zXJQXn!M z_;V$UkUg+gw&6H&+SXgWk4)xqGt@b<6z7?F_T{L2e--0*$#K%QE@R{q;zmcY7>hyR zjkqG-{03Qs!fC$f_r4iN4{^~~{NsquSLUgoWMftyIjxUAIi3Ap?kW-aVR~V)sh`?r z{aYyEzEt|kQHwD#Gip&w`sB&Nm|M`cD@5@`|ATj3w6mea33*-axV`#*(xqev@d!tG zCh#WN%G{ImK%hV^a(PV&-a>V!UN`l(g7Rbuv&IcGYEmRb{p>6(yJZFTiWXTW_$`to z>w`I>D=~dLyZu`_Wrj{!GW6NUeE6db_clkT*a&cOt{-b}gO2SuRQG#}xP)8zB1A|T zVRSpxG<^?U>%fcFiC5Yi%|)eE+qZFqAm|t&ZCP>`YA5d{40@w{R^wQ+coV?P9ntg#8k3fak$7; z-rFQPB@oL!);HYq_A)3#+}S?TOHTt{`eO0XbM0Xq8kqMzK&SLU8QJY~Vpq&i?MM4R zHS(8ckvd5N@>91j3s&_lp`~~aGy4lSV@PtKrQvCL_p;3}u)H<{5&jHzX}oM6iZJ^) zlmKK4MO1RSp0t{0-?qgr!eh)N7i?omizRWm_!b zZQf)+QicpPJwHeq1&k37ZS6&23y%gj;BOrmii`;r4gDyZEr+hJ*CQ9Y$!*(J9X}ytWH{*Iq8MiW?#4wpH-kfNPDzqsgph{(&5?nyOZNLP=zU{ z4jrv8E`K@VX;V5hq{hClWO@6&!4}F&!SoDw^0graFdhmAx-X&}UagN~A)~twq5bum zjrnkuHihBU(3hun#=vM=Iug+ws!ERY9a>BkBJ!JRUtn=!;_tExm3h=+wCz=@!M{L8 z)k$l4&?wR(&CPokU%_XYn8HMx9)oHazhCCUpNtv>Vk;y(_)U}x zuX}Gryk=xgn)?{T2T=aRmf4?}bCUD-evSci@hUw<2&>rBWo{Wrgl>Vt(oc^%44(i1 z3cBv?s6B3)2>NpP-^|WvGaGr%)a{6P$}1P-{F>+I=c`#~eLMgBnk8rJ8Pu#;BwXMt zXnCka3!}}9k1WYk2{dJ&D|lGG=tYEfPT>mL_R`dJwG=ST8osc3|~Ff_}B; zs!SzxF?Rv!R>cI%x!$Nu$a1QFqV^E_^xk;GMjG}HA#{Q#Xoq+shUbFZI=fEogn`ux zMUU`yobCS)!1ik8Hlbx~f&42nyVJ!g3;YHh&F?o+2e+Z8uqXtCwW=Tug1kXkSwo^QYCzf1-BsSs8i*vPTkhlr1_mQW9Ez30d1jeY-glzC`(Z zt?yKJ#13mlYAh5OwS4w_y`i17s3u)#Hx!h{Up3tAerQ;bp9AY*XOLeO*0} zH1<{i3k5%?x!yU!OV7D$D~jbFVEmIub9@+A<--e!(31eve^f z;`Ur>eAig@558gyMd|vVO@^Y7+dLm0aY|W;%{>iJaY&n(8SHF;{*_q4maBA3lOBkq z2!EplDkK$dJ=Q9)PyZVS`qWROR#~arK#gZ3jhV=*L_e%#pw+)q>8dp%!*OJXHVkti zuE`YsFtD|BNeBz$8LfaxnX0sibon%86v{O%ascPOTx_<1j-kE2@4CRrX6%dI!yTwW zj!Pyut`M5~{X4w}IWQagh}+9Un2@a_HtZXR&Ar~!pO+EKG8w97^36*$!U->oA!NaL z{|Ap=X?`9}LM=|9nbDUUs!YQ{^`74ME3pO-VxD_D#oQN$RcJE1Px z&x(S$O8w?N9%Wz9WA%0AO0nhAA5iHrK0n!`*l#O*E){Z#BO~7DeE4zqd*tS*>Qh)X zQgQVW-nMdHd|})Vny~z|ek)ML=>29TMbvrhvEQ<$3?yTRL_BHS!`w@J!Ta5UxZy$NDhs9>pRaU*`jaDV8J;J_nL)n5AW8D0NvzfG|w;3-cM?~;= zU?%uJ-#lswgs`D|+9?w1tD;y2J+f1A5-HsKnoXU>bX#6)y@>qd z!go7u>4_^3Vm!K^s~+&?XpDds-KO_KnIe#EF3m8BmLvTL|9(pJJDy%l4nU)5C*qcVLxrV&jwBH!LgK4n(Av)WgPu;ZpekH zG_){ey;g8OIhLrPR1_cUgWGtzk?h~Kf7Im%eh0eNHovz^>_$Qs$8ZprW1CcnD?Fz{ zyY#6vK0s|=G5Bp{tC1QnUzBpQ1l6V5u3%;vqQj(M1B4$^gFMJzb4QAhUD9W5nrlD)J7G_LDoZa+8x&2CkCWCdZD0A1^N7lt`M_sVCslQ`7L$jDDGus+2h zjh#H>z)Rj0;vQacwVqH2OFhERg=d^%(_iJ_GmUC?iV<7#01=u*8$WEtGhc*SkMKP# z3j&|jNMz|vDgx)dtWL4gZ2T%0QMp*}pmy-xI=s?)g571D3Tg zjsWC`GFuqC3>abtGAIlkj>qbq81=zmyf3u0bEjeVzVOMQXkO!=LKYrke0u<;z`Q-O zdAv-C0F+AEPq}j2BdX{qiqGoV2h26FtjEf3YdZpuXsYedoIO8y8AJpa{A8 z@fX-1j2CK>B{Zps@r5)J;pYdWe+JS?g~hpb`0ioM0|@BqDr23WWBepS^7Fq9KKoln zy*TJe50ybI))!-dMkcla^M$V%WWO5kE%N}>B|Y0|Z^UYcH;C>Mf9a-yJ;=-d=8WT? z^H@7La1HoM&khD;b04BW_HTMX-eDp!z}|1PS-1ezQ~_YTc-pM4(i8%M8q%NlWr4y5 zLPx*=M9>4;($~1X??6w&sxhV_Y)QOXbn7sHDc{pbJW0|yTmbYzu0&y~GtN(IU`Yi! zLiXH-Mpp*%1)NB>Gth_ykOzcyo|!J(|4ot0DF#|I#e4e-=oTU$$KmMIVF*0|f*w&L z_W*tjzXNa?c^AezKmX|nASi6WynXvktet?}m>grCDFZS@GA71Ow20r_5$RMqmIa*0<7)t#>aNSFBGH zrB@j#1Vk0rd|fmL5d2Lpro{Ry?SI3An3{i)5dg?0cn=`}hL?Xqh?WZg6aev7fu2A; znlXW(sk*o$Aj5ydHCY}&o!I~KXS!15!7jrW5?a_jwNLMSC)qHR|3>Smz5&F+_)qKr z_J77|9gZjf8UKOMicqomKf>-Ze=GP3DBNnD7;byd?KwbF4fFMn{|M&2j9UkUx%d_Q zSccPyT%zQE8lTaSA>$j2@u_|KJ0-UwzPykCJ$R**EF?q+$z-L=QRd!7d>IBZ5Kami z^_tR0oM)IVPywSvPBH&n{m02>6d65@vdfGB|G&PU9HzD$GrtdPCrKU^AGmr6H}~`F zCaj>Yov8H&8YQ8?0;WtS{LL9_Jf(3{pmYC?ZU0rx1L{Wf-L+i{T5Bev5O{TQRJwcW zAfvm{rU>Y)zsV(f<+%@bx0>0T7vy@2=>M@1np>}B*@ zT?S3{s4KdEho11yYntLct*xum$*%sJA3QVPdW%dv~a5o`^_1Dnntpd+p7+ zb*ycuKAVYJ;{CF)*!nKR7s|OXUDu=pUdkP(LJMT-(J<80e zwEZLpG}G4>iz8Uio9u**Yfq;;vGkLl(Yhel>>e|aA)NrGqRDNoWQ%g(9-pw)xPvYVi`BuWd>yo*?w|Pp%<^JI%-S(5g zE9Vh)v&G+&u4<%VP4vO1>23z$YJ5&v5a!l!Lozy8yTmKuu$sI|TW28_F6$9xUB0*? z$-3&Ih+j02JCBo&I>~S?KCk0x$_PYJSQKKJ);jK$&&fspIb?v7{>jBOzD`|S+NvOe zKJrJ(WVxZB*Vxeod|{pRPyMNbX_=x4E^1o_@;lUBF5^gyE5K=2qCAe1hriI*bh9(< zk?_qrMBm|+pVNkn+HrA%ad%2FpO@x{ppPCqt6;_yYmR#YDseBG?#27#*nLZ4{N9Wo=y|PBo z7HXqE^KJeaw`N3yYg#40llq>Jl>7W!Mw{>bP1*>6KsN1^xixS{P<7>a3YNJRNte!aRLBQ0Rabo$(%xqX5rHkv3#^J zeTn1`r|nOu6)u){-%WBHd;>pbpONb(i_kt;^V&4p?Bo9lz3DE+M_0&GMWm4WW>;z4 zID~C`-lNKk_PC~OWXe~j1{!-sCe#ak`+N&nO7y|LUh=u80GzAQ)zuwy<=3hWDKmSc z=oEokc^$59(I&wcs7CJUCfC&%0`&5DU(5P>27@Q3zN*?uED%ul152A5OW(gG;Hu4tB#ByFgnMiTqeQntkP8J!4Zjcas^utfVxgH)f{Vapey=tO@^B zt$~mOjlFKYFxYA2*j<1=%C)EYRKu3F%`v3I!snlg(ACW!bGMG!fmpf}g-0QON%HErYt)STNTcV}>`r8#EONI|Xa~NW4fozXDu4{3>~pqE6l^qe}57gbt!l9ESM> zhRUQs-8JjCU(4}q%EL}=LoGqpahxHjG)kRA%^yI0M}&|1NTCWr+Frr22tNATx5!JS z2~H$`da8X{QJ7$H%ZpKPxE6xXX~(I9sMM837oaY&Qr3~^QrS^O;MbER^qB-`Y=wx- zQU6FhddxgO3UTB#`iuXvPbUP`4+W94pp<@C=p1TCMVr^=xC8Av<$;eBq6yw!?DFeoU4oDH`AIv#!gDe*L&{t1-A z%yq~C#PQw=RT<>`d@fiWWZ`}Bd`?zqdu>f{V{C^HqJA!^w0V(xdbUamrAQg?av}Tb z7H2Olk-&+CvIMc1D9EFf5t+d zr))~}J~wYSKwrO|8glvtB2CJG@FUKv*x zHssq+rnEs-j&Q{^ICv@JZkjwc zayppU#shpXk(H*kr-g4X44d%b7YHBz&>|1rNC#Av`Yv`TJbsUdT~TjtrwjQx*Iupm z)r^IZp`aF^JpJs{G`@Zn z1HP&)rg?yrPtebweGPddUp-i7Xa)U#nk0itysEZ+oDSz|z2W<_Yv54ckmAoTIN)&@ z4Xh)jt)B02X0_G3f4aI$ zD{6_Msb6F83it@q{0crEtuMtGZ+_){#I8qX5$-mx{#+~);ln-p0wJr3*r8P#n-+>T zauM96lrOk|vTnj{jv$&rJfEiMU@;t*TAO~Na2C`(MBl|9O@D&B+A=N%`@Nz-K(Hb) zjtTI7{;U!qJ;Bv%=qCzUU*26|c}9BJlT?>kC>q(J-RjsV5FywY+r7Y6QHu=_g;guT z<45L}-{3P9{DXkg+Mb>|ui}x>p5xQRua+ z#O6UAdzku>DPoCYH?bSV*1;Ug9f=4LjCV7i9|auO+NmQGE(3fDck=8Rkfe!?EFmJO z@G}vJ!`F=RNkn|q$rOCC1}w(`_-)+v&_+b)7sw1tgBTBPcwyY}_*2@wB|_9?VR6Vr zEuatiU@1@d*RzyU_!s&$=CFY&wQL*rfX60MS_$I5iGDp*U(ick^+SY$W7#;G=GNoq zm+jgERKQs{q(4w0Pf-TdS*BdijT` z!>)HT%hiW`B^CCl20in6XeXwGd8#`tP-n8mAbZ5@l8_agagnMa`fGI5v*n_xIDnVn(`o!bE4O(J$dE1x7;lA*T=1wa9XK z9|z@1qsm(eD**Kux^yo843a%WaoRe7sD(XFgf4^8wwDmC$pGnyJ5`^HCnw=ueS1+q z&~77<-6gE-!9J*0C-#CG${7VhwDZS5L~mExD1<%R>)0E|@3d2i5hO-HFZ{7~TH83p z_5QFP8QRX%l^moU*KI$)4FRowqUia4kn9@1pW=_12X!uU#j!^GpjC^nDY<^h`Y1^< z{)ZfvS%`IGcD(nfg5+!5*{-Z!LOtu({)&89$;7{Ee@I?4_%SuX-anWT(tNjnuvn1P zfWNtzq|ex5ad7LSh7+B%VkB^LGu(i7R9d2SzOi$x;IvUz3i5WfmL6A+dVZ>LW7(44 zmHev=sV*cv`!+!;2I2F@?de3V#H<~8sgKOCi1Ohm_6;P=y9c-I&sM91h(vswlVSg@|x=D73u3!%?Lfi_e zCRtE^PflO+#!UB^(uJkTpUbz{^g2+)ATUSmN{YjTufkv)lhNx$@61yb!h`=}ltHzo z@Y#u|dZ-oL^*;$`rK>cXOs+H4+LL_n@%hfbq5P1tVSVP^#UbMU0!BUlrV&) z#o0IUgdHC{*O-NX!(;2bm;ryz<~yf#WtIH!CTi6>X<^v;W$=+aqeI9TRi6FFaa~Z| z!7Et6MHNk0+m-ywQS%JIFO0128y_~ax&7M=>Y|e8!?Gxu%Q#okwjB}WF-3v%Q0t+3 z@H3Jr@LgT&UF~TQe^^tR{$qL(2G|34V~(83d}822Q4SH~WbVZSL1k6Flc+cGh)Y3} zB?FpV``qSrB81I`7Ixpy>DZrI`Ex8>3zQa=%=wI*#zZxP5SLw*c5euf{Avg1m?$#T>%pM)C(2M|sj%#h zw*!1z0rR}SY@XZCVnjedzUKvhzT+9Vx@hJmx4QbSxDAmZa^Y<;#tj)fb{goW^c^Nm zgue*n9J@K!I{jrvc?sl524(5K1W6XJ2n*I$p7D1Js5CBwOK?0Z&?Y~UN3~MV70|vp ztSh^FebTmhS4gx;mX~Y)h{dj++_xHh@a&B2J2T{(u-U1IYiMf5)CVB*ju8(PQL|*T zz~IKbTGLZ~GBM26iHb*{8;1=qj2i4G4DNHetu_A6+Op9mjX@CI%q|dC`|=vbJWI>Z(M}yg3z{-7s&ZO!ITPD(a&9| zq^-WU=PNXSYwBAWd=$^7KL9T0u-FrNILs@bm0Vg9j*a9uO(!`c6V1E(XdRL1K1PIq zh4)Qs*}QjSOBaMqS#TvBt_C>VCNXGJ0VFl==&@Sm!p(=K4ar=;cI{jpPvTvFtjM5P?=|Pu4g>`)}8O{Q$*>nyJVfMJc?~t=Y{>1qDBPEog zQ@X8M8}SiD(jVmN-N*!}>RW3&`AEdGm}?kK*c{GiU8-zB-q)nX2hesWOK6Iusc*>YwU#mg>U6c+2}8XKZCB;Iky|gF*wc;fa}C zdw+0va`&U|H!aCBVW%2Pvh1ncTEQ0=I{#p4*fH(c5X*4*+33+YQX38~pY7!{svS^o z){%ousSr^<)3WNQ)L{6zJnHp#B(|TtGywHN2 zZU{VT$Cx+@wSgNkPiP4B$AZiEw(I(@apK2xgaCQHRN#>3Tr`Nti33n=KGe4?hI)-Q zY;-s#i}U{)bG}q~^(EyaX%n$XL2*U6=Q;m5k=*SjIkH}_EaQ+1r8BoXAp>zWpI=oc zO9-}dXvD)oJ%m#5v~V9NdGNqU9t@GqO(uf+lXrGs1b)$jNnyA1+7yjx`gFdJSzZXJ zfUY0u`+0JkZm-GP4WA^5>}rnb=#cRZAJpnCv=rZRqLIQLszgjDJcF#xy8hbo-a=TQ$^2@0m?Zx1KPc6M zg4gcH#dZ`W<_9$_Edn`6P4v)dd6-A)kVb9BuM1lyBHo%Gb)7MY$gvLgxwqRj?x@iI zWUsf|$2f3INR1E`n}*y}dwz-Wx$#od`Rq1+1@X<8ZanA4`p@g3?RnKy6BQ#^2=7cO(~=Z;#3isTAkg#@i47fAPuf#}w} zLki>?=uyTa4(b-ynwM1ueP3TZIutqMs~5eb9Ibs1sVTdS|4-A zIp`LAHCBiw4eU0X)@JdWZ*NL3ufKYvYk(8F8HAA99L~OM)Vwuu)J{y$W68B=H4AV; z4hMVJsJXSfHdGbltAd!U%!1KDh^D~=*qSV4Jf_r@v4t({)Q1+SlaNwR3=UNf3}FB2 zJu_-Qi7v!HJ_#6da^kId34_q;Z@*XD{lS2oj`bX~u;%p>Kld~-c8LA-M|g)WsX3>R zT`e5M68rd9>#QCP0KPjR%dR*19+UukY*}$}qB5;b&W79lklSi9>#eUvjr$NLYP*uX zmO%!k)8pZUOdz=tb#O9UG{92?=~LcR77I}|w=-|)kuPc;eXCq04lpscvWY~%BZ*v* z2_-N{M<}v#z8tv2sIo%qO-l;Pfl-t!Wdp^Txs>W=I5S?mdX2Oh9k4e+{9{$=O05N+ zxy7zO5pnfRCQDVY!TPQwPd#w7lASXfG30VViEopCH2Uo;CzJwz#?*ZN<=w%Qd8@4w z`LaB%QDH8_RSSwguAwt&#QNjWv-VUt{IpgVRA9m4D+g={LQK@Zm(&gN{`%h4<4?7b;dA$`75#G?IYvAr-;*6|>UKWRJ^9R6sXc14vs&jBLK z9!?%6nNMe8TvqLIK8yG2_V+afFz29!p|XxShZnR@4t-Gl4{$d(VAA6yCdQ?mM*N1e zE!m$#UP~zgO9)4f=c)GFST!QgrbKMdaM&bGqqdU;O!kaamo4$fK~Re4eJpHLf{%zY zR7i${(~ECRj$Bp;Iy=c+tRx1b5cXLLBrFj7HWkjW9HcD%I60DESZ)2*8&m64(mC-~u)f z!~nl$jGn(f`((fxJIw>Ycijwd5&!bngZcl9K;Med4_5dkp5S7e+nPB#IhdQ+{1db@ zwZg^b0`t;v(EJk=5@J^{x3zGxq~YV`7ZJh5{!iGbiXJo?Z4lN>spy5Ck<$(;LmyPd z7B-`APWbFH&`62J#YJWfAFG6R^pG%xZUlPiOLkQ!nWTf4mzSWRAbL{jQ%rSb_d-`! z7y1-g@@qWz=L~xJ)1T9eW!@%N;pr0BDS@#P(CZ0yt1Qw40=w%#5XN0yN-*C z>+tXp-6xQno4b8@Od;!>(J`_#^un3(a^ef014mcEIU@}DJL3+M|Ja5`&kd%vuuKN3Eo9$1B*H0~Q; zm|9#XA|iVE@+JCgIxQ^?y&l4$k*2+R@e`7gm`2Qn^jPVx0DO+!=x@AneK)1?1?CGV5Vb22Z$fNGkM2!CLTgP9hDa7iGrSY_xtaBgC5Ht#Q z{_X}Qnh%& zPRlFYFRv8qk&RUMBdyg*$WfYRV=|ohg@S)Jl`2`**<)C2esqM}tpADaTzqk#{P&`Q zCmr(+yZl$^nt-_@m4|?ys8+QAo&M*P&(E9hkE#ENoxhkpJzF%5_^0$oE>G5O20lbJ>FmSIjDwC|l1i8RpY-nfzyMp6lzz#qxM z`vPo-AUS3qH?mCsV9hvK{w0qAV!>RKjYRwCw{2WE$&8tn*~BN^&Vac?qNMPIer9&G zv2h+>0lyOc6FuxIhIjm^2hU8N_3(G(a#Cwp4VAUCzJNY6S+bmux)@6=Gbh%j{*r>X zyYfaDrYq>uP_sAp{q!2A+Ci_7GBc+RXTx${h}!0-DoUc%fcaU>OQLYB%e%GOM1@BA zLy?HLI!#(j_}!Ss->I!=;R9^yuTMM&-kd5GZsz%89xAatl};F-htb`wn#4CszYjSd ze=X&y67mc$R`KW(lc{*{p3Jmd*^5>YPVv`A+b>hrW@Wb6S3+jenh(71PhyXaED%Q} z?UQVf*dCEXJE7H3{k9Xio1Wy`RlU(YF7WZ&PqlZva~nH+f*uO@{u_HH@L$^C|6}YK z4<`*5@b}l4{%hcPxPXX%t?U14i^ub?<^8|O;_?1Z7VjV2|JN2zK!ET6Wby3g_z7Cb zfBPoV>1q&)N@8K&@03-qp1yB5-PHAR>z$^Viz8;}DEe>l)r?*;%e&5)}^Yl_Z&=riT#| zcZzNGKJ74OR(azz^y`xn4Z%H`&s++lW?yjwgJz;5JB>SNb!+6mdo&iU(2*!fivAlTMGlnS8dx|5>C2B5^;N@6EU&&rgR)B z8U)S*4&k4_8xlyY_T_X+*2H23&IYnb-k&WR**6h>wkjkdj44N{Z~q{%`f1q}7OP8d zocKRxkAatx1*8=FHXEtxXIZ<~uiCX29&0POVxO|4I-1~GivPUAIN;*mBCZkJwfN#7 z%Wn~dYZ~T8;~-4+9>-tA^GoZQXx%YWN!~*(hy50zF+MYBy-V8e0%9e<=`j`yS7Um^ z)Nas;$F?`c8wR2r-0EtR<_t}E=CtGz)T&(JNwQVQtV}2tZMJoB<^h`8V7A<&d2}kC zy(G}sXk_zNOjZ&<;vTcxWUa1`xXIjUq2l|Nqn4KQq*lq>%FA(KtgMNl=PRN@WYnC{fhTc#pK~~IWd8?qZynX;+Jy~@bazNd zcMAg20@BhY(jcL9H_{R!B_N=*q#%uy(jZ8ezz?L9R=Qy}@B4l0o0&E9*Q_-&XZgoj zo})a^eeZkkYhTy3@5d0u+lizc<3c;_lR4Vg`P){=}69s;+6L@%g2hW0T<9<=^?7+w2f{Nn?(6Ry_nu+DqJ zs=32oEj^>EbNo#>F#c_Ie&hOTF^OAuGKAkU?nuavK91IAM&6lf+}Gpm%NU#;{@N)H zBNxBFj4S!Ab7e>l#ja3F3)>%C9~#xyr1k89Y62rUzq#VobJXT_s;Q_ zo%63xSF6fI+UfJO`PErT_(NemY8QUFPlNB|Afh$4S)KJPdN?b21p_y_BQsfENcoHn z8*5T>Qa*p7g_!E3rac$qAaVNsC2JJ5prI1?ZD-K3;jqmAb$b3!68xVD<3H*7e?UK8 zZ4V3g8~FL3bjYi3X9XP`KOY|-ui`U18(VieL196FarREG+Ro;d&;A!Sq zzyIQcxX;qs8nke&U{L&7ZL`qqGdAMFkJG`2lk|N3XLaEs?#|8*J2AW5tJs6(H&SZw z*S1&N49(QoCDF^GA)8-cT@I>|CvnkDJ+liuT}{P%%_%N!G@12A@{FyEWeWbH0kMb9 z&i_7}cTfsDUi7hMNoy}k$wuNyxc!c;9y=TqFmDgjOlk1mwNPeR?}{P+S@kRlD_`xs zC_Ax}=*V_dRMhrNtw1xbpn3|noAWpVnz!Vr zgHU`)zSR0esjCylXGDxSSXQI?O6PZxN`ez-kbU(t2z`to?e?av^PFY8g4ZK3GF!NJ0gbKa+W z1y_Pnen&W#)E{&kSXo%)<>bO5A{cgme<(;I*$&=2+??|IJ0JezM~3hxI#96xA`|QBZ&L~F)bv>^6?G6EJ7iN>^cA`nu$;*t4r-_=}c^di46<@DP z6i3yiE|~)Omx<%jcrK4-onQxfjT%1t{}A`t!?|-0g;bR=CuX%{wa^}lD3oPg6dG&E$y4woQm zXh7V{Bl0##60oRp;`mPAsvqtkGP=Xl8CwER7SS_IQ*I-~oPS9hBFB(&3I&|G_v*V< zWcm;2daJ6Dp4)zWobfS`S^^W{A3SBh(Av_6VC#K-b$LD(@pofG)OAHMX|r|MGrnUj zJ>R7(nsnrQKGF{x{&jiDRCaCoY0J^V&&8%+B_CJ2FSG`TJ->QI$T-~b$_AT^>y^~% z6y|#bAuh3W3g`UV#zg7m*`e$oc4T(l5)u~W4R$5h5`vrLsytm|M@%DI%#~1P+>|m? zX8P5{H)l3=XTg8}^-{0ct;0u=kNUh80&MtDyC0q{(&RNCJfA2bmDh?@9xZT~t*fl8 z9QL;OXhsyP$H3Oup@RF7>fUI4eEevEN`_#6hHyoFy>I|w3_FRn(3)qjkjL%4KSSz= zI3~(7Um??v(lA!J>-(P`1BxU6*+Q(2E z7>!95E?|#&TA)H%?)NK`@tUaGNGF#YH>LZnuH@P@1qpXg1wqy969)@8TsoE7d~VI2+m!d~zF^%{vSM^w06 zcQa4jtDp6wnO8`Kw+|R1;(~P&K9w-~0pA&tpBm69GZ=yYhyPOaazfwqU3HmOL9`LG%>I|B^^OO!C>+gf zk`j%^$h!i{dmc?dw%W(CwAqUa3F*zu>V-qDPSb%Bz-{%$xZLQ0oArU$HE-*QOe3ee zUye+8_iL(p=S7+DCIe}PY(oYp6de(`*cccusX3lh<-1Gy9u)C?EHSvfItSSlyc5x! z_MK|7A{H`>J3Fm*V;=|Ki;WRJRz=Cyl8>W~s!T%*AMwv8%zx53UFY!h`7oSsIPD!T z18>R6_wk1LYNZ|2#RlVX6@>&Uc5bmd%{L2vgA2LIPKDgpG`i}wVL^kgPSLfw*VXhz zHI)|1o(Qb-98KmVs-_EK3TYRr6-bHFZLXa$xK*L&78z7pjBY|gG=+o&>9NUuok4|| z@EwlAElpwXe`Z}?gTct?SbpQU$&8OFxD;CHxwr<5R_i$|O{UU%Fw^me5YS#!2e>BYrG!vSB9TyQ}(A>{JY|c#GV%?E{lOjTTdEkS^>fU z#s0L;J~-}eoU1WzdaQfcxB1!^Q;^9=-q8{NTPk{RPt;dCv8{p0>0oW7$e4{#u!d8= zTu~)ysm}gqmFXSLS=&ud_uDEdT&Futf7kFsiqu9%Mnsz!-5M`X_y3?`k;Lz;k--eH z-Y3I})&Rff>guAkIsc7mTz5oOkK;^D@dJS(Y`fnZ8ytw@f29VMxpS{El=cB;De|tN zoMISrOPRN$tnd8&%ZmV1z)3w(LSYdRC`VLg^hK+ZFmX`f`FIgMA~Yn#);9XJ85E@4 z5Zci61H(pl_5h8N+wa+Hyqh6Hg!6Y{ljK{h2h!+U)?C=ode%H|6>}j9)w6gI>&nP0 zU)-g@Rv@DzB35@CYk=9~RsFgkysC)1M#u7JR#B?SQyTL?koDa%?m# zu?K6Ma+EgKhe~fd)4mIkV^l=_gSh*0orN7)BbQy&Xg+x+dzB2mW6s6|6|MWm(X;*( zC0@4Y8@2wYu8ZXen&OV+#(?GS*W&@_N89Z*4)Nt~9VkXekLqg40p+vkKJ>Hi#dNcV zbDeDc?0a&;&hIeO#En8{eo6Qalyd6U&uRc+;y%dkhUG?I!cs443WlZ9p4n!l{JS{a z|MkmEk!0ZEiuTR+q0JyOci-FaJKWG+CnYCmO+t^rqj|22^=Wil=kA|@cS#=vkoz8H zxyCy#d~qvuFH|vEl{bz(kFHfuEGjCxJU?bcI_M}ilFGC)Idb0^S899%j&01~N#;{? zBg+=tAJVF<#rl-P+oGmIL01=}5~owhPh#pE^>r*&e};)&zQe56H$(?~!7{h1a7)nh zfc^k6_33G$q>nsd>d~bI7Gh^{F~=bi);tkYCEUr3>V_=9;wljvC7X>}Y+DN1MuH9J1URaE>F&_Oz}HLoO#s zufoLPo)3V}nMzA^B5PMMs`yR)TJ-M#2XVW9=`hRxX83 zc;dZAnj{i-f%t-@6nRPyC^96xaATbZ26720`#~hB+u0(VcHz^q+h2Y>k&PU7)$uNn zKsfF_1FWttPG|bmM(ufT5OYbc-|LT6m&L>5Yil*$g~d8FQIQN_UM0XLG_=bytKS;tbdBvLu);)}VjCE8$x-Mwj!# zDZApJkgxB1K(V{V$Nt_VE#-RT#y!vD9fb3f2Im}i7cZ~E?)cT2rzHhJ`BM<_wzmf!v(iL*hMQJepg#U^g8L}J8W+&$BN0qYOm~|WCO86D zS6A)wBY)V`o@i$OaYdSS7eiFeH@H|X+EzOjzD5mbSYr3Bsj&C`pK;C~bmcF~GmJdM z92gil9ue10+3o~z<$#@E5K5L}>cBgJ)cdkFz=_uD5ciNo771lf( z^Y{Ru9+c?eBGjhP#vV1-tsngv%IfcsGB!4bJh!qJ*k!SfFLj}T#t@W@ey~C&(b(d# zIXOy0%(l%nilHzYqi22kQ=5wFo?esQ@Y{>%ftplD^aBmLt_mUcm-6BIst0Q?Mj!oJ z(!YCY)aYIeE!}|^ZRI7gMVh>@-;w=mY3lr0OACv&gnJkd8(w%RP@0bxXT`)|BW~wS zSC!Zp-`Vs84B+(&xPr03KqyA;HU$|OREGtT;!G{v7rqB;^ay^n)xIPJUnQ5@n9BHT z&`KnG&Ty410jxJX!=sfnYUK1xQ%2yKt0Qa%GnHhqv9YzS!Vk2lnOQ6Tx`#QMel|nG z)xJxHB;+)&+Oj6CK2((=h0au5-Y{A`o779mq1uE;Ekegl&TYu#P;SzqjGP+zt+S`6 zKZ60+Y4ZpYjmoh_SG1CsC~BzAM=FoU78!VVMBR%HLaGWPI#tU8{c;KytR^$uhgxru(R;hX}2pWv=57xoctJw3d(tT9$O{fbGkgk+UHNW-oJW< z;d>-TA!r+q^KecuSTb_H_hl5H@nzhH;J}vpJjX(8*NHSq}Z?5 z9NH!Pj*@qtR9Ph)cUL*uP(&zEL905NCxz3^h$R;>y=8qsfemm%@i*FhuS;_KnUp7Sl2V`ri?^?)1NqlyaNWG45J zB{W^%?Aq5>rOg6FFqXubEwt(&C$x4{^{ih=I9&YQ z_I!(qaC|P{wAxmpS`h}I;N9Ij>WaGzR z%a6$H;naEPj#TrIEs5`Uz5eHX4PW!H8zJE~bO-jMQ0;y6>({tAIAMxJJ+tZbK_Kd%Pt$?p; zJ^^s_&x9Nr236HCx6-Of-DatKC&?`GTakoawRg&5Gt$GP!-YJa~&yLV=n>0_4 zjk%2%X&zj$G>kP3)Z8E_n#U3I;gLUS=huF` zKdm~kpLFP@WnRp=+IssPhCI@3w*Prgg1xZuy>dWQvnp0q7T&ApMn*<))DLo{!f(g? zk*1t)-9@==FyyC+C>LQ&mm$Yro7&#p-91=SL6X3c>N{CYDNo`@pV*GXr`0?8UJ*{_ z6jku|MFw6l+dZE(4Qc6@eIeD{mbEXsU_FZB1<1|rdH5y%X3mi|*;&Ro&^cjwoZcJy zf$2b1=DyGV@2(3qgHde_oNm5ze7S|#V^3z*Uaky&`wZr zdq>f7`$wI_Yz-qoD}omO6b~_|UWOKj8xzq^%n|6X35HoMgQ2t-pGjBIGtgArgpQ&Zfqs%%tP$tcZL&5&dBR`x2;}@YK=2D9>;GS zb#`__bE<9G=#1ee>lW!l8LK~}qLSgE_;< zAmuoEMx~z7oTW*7;66!?otMIlpYaIAkNafq&C$l?WwUo8%tt9S`U#xe!z0>GNU_fz zUOAS&#QKU!%%b{1{K*wbTtX>;*n<#1Ecrjh+Jzi(SN#c$JrGFiA-WPJCjf{cf4>#d zsMG$a>T|lsd^ugz@Ol-1AyzH^Lmss(g1OcJs*;!1sNFrV9~>!|>#F97hm8__BFuOA z%wA^V(o4aZMtLRg{XP-;T=<6f?-139ThrAxZ`^B?>r18R8L(=9!fHJ;p?`n>`M5OR z*pJ&f^~gG`zRmK$SQR@-OG}sPeIg0TcU}DsJzxPgj{PJ(fGt-yH*IPoC8scbONVa5 zGSZ@W_e&ojAo-aI$#Il=RyL2AmbvWu5}BiC;vypMM4m-6h~<|5^VwT@co&kBFYr#$ zN$KMNypgn>&O}7X#-o>e-e^~6XVVE{HIAbI7d5!@L2qRnXuT_qPprhB=A!B}blW#Qs_RfZ)96>&Lqifz+z#k#gzJ#T1P?@T?TH(xUs9OeByO=IW$cV5EO)KrjcoO%0h z2JnSSLmG(ruR%dJtgPF4mo4wjDQt3vw~yYF0F}(Ax>wmS98$>(5zOLY;qn;!hF}&U zpWJ50fu&V?|M{junQJ{Lo7JX(RF@=bju^b5pj`v6PX9zX{rmUN+0%7Y5_;J*#cZ2j zd^pQ;(80*eTHD)~Rcm+N{D}Y0ekCdUY$;}5x)!5GTDvy3|77mtQ>}9LBySf%vC-#@ zP*QMys)j_J-nWirlgiY=*Vq2j7-N|r)A$nw3r(BD15{^QmO{=<<3yYeCTtro`dC?K z&svK#ca-{7l5aWhGRvJkmG0prab+UH`S99)PDGoJ63(S)-}-;{!(!cDMMuwA!Nrjn zcz6+)aWrDo>3lXWkd8$?HmF72dw*h9QvT;@r2ByRuL`_8gBTtxx4=p2c5#1do#RrAO zNr!%GX*=-x(#wXm^Z9>X42hYFfZ(MlFt{&l^!X!{mPH!51(eoZiwr9*9>D>EmNRec zMr8PW({I+jt5!*@B=qt+j*}OckZ|yxGikhxqzxok9019}Mx@9CfKMCaUtkRP{|tRn zs?BR~Ur&sQQF+UuYw|U4d#lFav8x|hcY>KD6(!}y<|Y*pk?ZwUz$JckyTg3*1HRTwVS=gqf)(>s=?+>cQJ=>XYX@Y-+&CrD;x&ej; z_g~<^^OYe8_XDOoV^*YtPt?WM>DN}O3ip4W7!DjJ3WfZ>@>`BC4GmVn4~mM;%>3s8 zL;vmXi@7X?wTtlZsD%ZcA31nv;L}RZ)xOZ@C=LXg7F0DTZgeapgK9C{YwNgRO$Aa^ z`|W4fRps{*QEp$L%7>t0gCIwzZBp-OY{UBf9+i-N_7_CHQWEU8@*xk$SD`9@XeI=# z2W+co_;D=Bsb{D}&R4at@qVm~V{UrF2YgSQ6_?;gUH_4~ZVLj!=$Qisv`@bwK1YYQ zi?Mc-+CUC?|DJ%Va+(z9uDAhKuT$&kZ<^6?!%ksi%Ru={kF6FdxJox)>sOXwff|fzG)MvMmk$Fv9%RHt0Pd@iv1Co3m zN!KsT#f5WN4cyv)A8TZx=JN7#bMn)RiRThFUyYtW6idyviKCT@+u5mfc{&X5IEO$? zRhR}rTCd%O2#ceN0@H6)6egVJRZxHU5U!L995x)An zw3O?T*$+o52n16=VC3vt`JjLRarhO0b5_t*an7vfKC5cltxEj{=SARZEjGrB0a?G} zw~R2XH*NNINlO4q0+ZbR#aN;G^+suh+zIR%HeFu9OB{Ou|1L(S=;kV9Ad341Qk*ohhdE^v_6eqe z8Li7ve*syIo6-f@#n0la+B0 zZX1cETZo=SXjRtr4TPpG(ACiyZ6C<*K7=a&G!J zyHAcij71#((QS3jDY}`?W_dR~Ge!oPb7mv)XlC-2h9UXn_)~fFyx|R{* zdRm90+~Bg@eNqjQHNfFfQ|ae)cL~(0t$*;brwKdF1A&r2ae>(bfp&U+&bc*JZp=A4 z2FXfX%w~|9Et2y7bN993wtPq02d?>_d!%0`%gze}90a0Y<8RsQ*jooJ*9ikf1r47t$C$>qeKV-%qx+OYhh47Bh zLX%&^T|-0og!H>hq!yNzwfk<1?cr$mFmsy&FCiA^|8;R$BN{z4u*RPGETCw zeaW)i2OASA`5HO1ISFB6Ot0O=y>_TsxZ2-)_)#Lu7#2yMwjBRk>~QV_b=0VsAtADq zQ_kAoUz{V+uwM4hRM`{lu!wc;0F>aEzei*qO}EbU8ZwL)9JOu;T4V8$Vm1kdOQ;WN zZ@&Shu@x^dYP{jO8*)H+ha@p4?mdIGM4Cov3-q2S6`-=^Zf5T+*-DbM0qIwZ+(S*B z62B82!GgCsnRjt$rt8(&X#8?O{~E0XZER?z=MiDnGvF&D4D%h7V!VM^FX97Lx>hCJ zoI*bMie;b?VGZYc?FcZDS$yseL8b0%1y@al;@O-HQWe{<05EuvE>4Goxgo|o=T&~* z)&!|v`t94dRpALMZQ*4q=Dp~y7ZhirqKD- z0_yM%$xd$z^#j*$FM$8tDCEnFB&SUE{AH0Kb*0--Vf2M)2f}b9(1=yfL#%8TQaRUJ zF0!z2{Ynq>7uVHjgE>i%i(as%aLYo>t@toNS73HHH1gB2rMe=3Z+7aXo&Mo>!VW}YBdBzG6kdQFlE<_J`NZD2Z zsPMVpE4M?HC{q+DjD>u7*w~hc4@WQMhCpAJ{|Ef1h8MkLj!n@rh;iX%_rF|@!2uSs zPjk-Cs%3^`49i7$1d)CJbO*GY2q$1q^JB)h!P@iu99XwD?CmZq+eAPOZK^F%9Z_p z5NRzRi1BR+(NR#c+kZW2(t&P-#I{B*>701t;$-=a?~JRjd{Yl`V*qeWSYFWhBy>PM zN{xdk{aN+M{CaJK(Pb6^?^tU&j@EK8Q~QFRUet5T06N=rCxTs&`sBXnV2uYK{9Q23 znWYu?rc1218)FG~0j}sZ<$Z(tLjI$_3r^l{zN!olxv=}<>5<1P1V4y*mB-g=Jl@Dw z-8drSHpFabg?b{w7#jakusJ_@o@wTA?+zXjcC3z zdE}p!p{#3GZ8IX=1)%b5(Ro%{EF@8(vqd`w1BczsYMe3r&(+x3@O1Aj!qI&VA&iWC zC@vEtA}B~g`WraOy8oUCc@=7LZ@x=hwagQw%a11xjz7}x|BsbP`qRfYSL@Ma@wG&H zORd&>vK$TAR>I(0w(GDc^#Tl$;uMOOC+VsWC_t%^sqfE12H-w%WUWBLKFkGLCLRQk>ve)Guti*+^_`hE52!KIU=E&EPw`7&mTAIaL%>Uiv zHK+dO)|*q_CxnQr)TK!_h`VugT|Se8@*Ow)2TVIhySq81!>giqN@lyhMJ_7QjDw4d zr126g5)5IGl8UywCUu}rqxCvf#ut(%x@288!9ZWW?4b-~PWxdf~hcO#X9yY;*u78QB;eGR<)bM-66SksLd!?G7H%I1>ao( z$9qU{VD|!byUgDZxyV^TgPso?b)Nk&6sLr{<(9TbsLT2Yc(y*#ga{!aAz{ebyO91O z1ui;gp50zx2GBd#L){*#Mgmn1E_al!-4 z%(DN1-Q|^N3h*c2cW4s3t&}@c$qwp&H1`Ag|*g(B*96m~!dAdIv(!oIlb`eT>sNy4=bGtO^7TW|L5j#cDy6Md{?FNNfKj{B zP_50QR9@3)xQd@VOFB0uba=M*g#rz*d|g^@&FSsNgN$V@G;c#>`oM{_K3ZUDX$eIY zKpBC(g+=ZUq;$EaU`{gxk3o&CrZ7#mteP4Z81Tp!)b+}Z?6#|GUUf0>AEMbrm~Vyr z?_PBt^d{dyoHPL&HQnV26`*D|3=Y;japH7e_s=jgFcgX1PL7!`c3c4Z%~>aNhqHCI z)T4=_cc38C!!Mm)Qc@C#BeWl(xG$#4ago1cpakCi5s}p*0d<1QabdsJu;&Ln+w1v>XD6C8vN>vg@WdxQYBAD?(dgXH?*L zVxfu6`M}tg#yI^?g!@LSp(M2fSRu+u)WN5h^VPh{vHs4sQPt!6P-u1J6%??Kf$NgN z(7peaUH6S+q%R>F!6-0psr*NqQ|kVanrog#dC=6fRRWH6-Nq$JXrO%hX_mgGbC}O@ zPUPJlpaC$c#d!D`-cHxB9UmUna1+|Qbw|f(kzwbOu#rSpMP$A;;OX3X-sJWz2Ze^~ ze;xQ5u}a-9WTAP%+~u9~*f;`&7sW0O2p0H|T*VS4MBEG;o)ZXz$Kc-xXS6T{feQoB zgx*0mRnwZMl?vphy_LSaqjsYv=f!r68^%*`Hi7%=)!8Pb;G&q%zz8#4X0}@O5s8p- z84NGsKK=zoYUw_yoxCYh5B%3OF*}8(;24wDcB+-f4ry3Q3P}sh_TLB_X%N|}h0__P zg=#eGxeb394xNGTbFr8PoHdkj`@XUmieV?{hq5#cP~^J|JNaU9*PLb+7Z+blmTA&T z6;*}(Ga577pmh)WRBWVT z?Rw-In#H$_3V4b;M9j)z;o+FPNsTnw+|sMjh0)}^aqAHx74v3u+~@xmWuM!VBk;bb z^5XY{d8?#_4!i4&dIfIHCyoCF&m6g03LO@^=A5%3+-Dt>)Pgr2qJL^z13gHX5GBN8S6C&v8b-MG*dAfc!kJ_+`0u zo0Zt*Wh~m-e64K!YK$E@i+d3%i@MD-3YJrm8e!-Ec7?FUcnbw8sWMD4QaOR}-9pzt zgEVfHYvbDq2?@X_rI=2YQu10$xUTd9kb1mv)YDy!$9H$667rWeMt%u90#C?s&H(5Y zJN!=}35L{6rz&K=&XNnr2n_I^UH(@4po#o$Wqn=ANqd4$R8*9W4Z|0w!cw;#h*DMM__Q<( z<4gFYU2n$__wD!ofDOPkoz$bafxE)qng+ZiC|EVTGdhPYA3C~TVYVy{@b^gFZPjEHn)K1fYyzmI1avD zK*^pLD}k_rm15sk;-)@-=Br%x=#ITZ8N7vP5{7)itdf%7zfLN0^JKS`$pmVFrg{qp zCvywZN~rS<8EjBLi+@9I=VO7C0n~)*yyi2iVZ$Z1G~fq$j2iv{;&5?s0XDb=G9kEx zJ0A!@zY=pDbTla58nJn~oT^n>`aDJh%Ht<2Efvc2$<~V9v6)BQQQWU*T61KgXW*XD zb27ge#m;gj+)DY}0{WEck|XZGtSR^etflpi)lQ3m7lY4ykaypMp-i7afj^n2nO|%M z#l5q&dUp^_R6tU0Ef&A}DT`r=(NG0$OYNW6N#+zSe2u&UL+-eHa74+TfXRBeayk{Y zx&q#X+@4#`B@G&Qs2nOTtnY54VwD-zDyz`j?OfR$5wug>HlBlex_9&j$5N1Itv@#B z;h;`h0P`J|P`8!dgukulgF{0Vzy!dXJ_Q>+Oaa7YtfWbV@kM0o@0(GuJZ|7^x+NQ$ zS|~-#d(*ex7f` zbT%9Vt)Li)g#YJ-tc5xM-<$H_52lj0@LV0mjzD|Y7oUc(zQZDG?ip$Q-v?y*7VsS& z-HJul!ZYJp8cz66nsk1Y>I~A3v|GpQpZuUBW|$iAggFJM3qrFAs&WPf20+db z6BGaN>~tL18IGm@^_|DCrgwJs9N?g}Fn@##q5LuX?>h_kD9-tteo)Fhe_j$-5U~G4 zm@KA1BS%IwNI!Q4tW_b0fV`auK7L-_ z3czOI@J5^_3e-8mbW3$tG&I;hTQ7Qml=`I(NfKUwQ1GY;U>q_!9*m0Ig_dxY@*@CZ zGFsZNFQ#}-fD!bmMz|0*Q~{aNO{ekMtPQe$I^sJ;Hz@_8FwLfHHfw*@>8p>y7tlwH z(LsfD?unxTwNJR0f4Kp420TuXgsL~Ct7pq3sU>`Clp!YBLQdNU%9YC}Nt}!Yq?Pse$1DdQ@-p{uxyl`MrF(N(AuP+y_7mGmrnWyWCMZRCa0WEr0Ir0z3 zYEh`0slrYsbLueba0sf*bMVMRs?7p=8i+F>zvFK(x6OAi>3Z3y#dvUVcfH%+!0<)6 z02_R=1rNzGAUBwYShJ`g`3VksBL_rd?aw%oSH4~uQbDcR-t;fKZr=^M3j$gc|2G4$ zA91B@&d<+-;kG@it*y;kEDa6rgaH1~ZZtotfeZwyrtXgQB@3Q+KzqYLO4@8UMfZJ* z8Rj45M!s#sbYJB@J5I&@bkIXb!@rADaNJGh#Kg?3R0ZNtiQXq)aPdz6YA~< zrWqmoX=kXA%3=F7qVCxVtT%3Bd|l}p_;V_OzP`S7P7Cw=2s~i(Lyz7C1}a-pEc4aq zryGAc2+4UE7-fbir-2Z`(<#zG@)`yGg+fPi-E#oDhIVh}MMVK8LK2jkRGE4hdEr%v zqXz1!(eJn%;^CF$r5EhMcn}ah>js$ep?!ZLTd%Ie_K-gorCT@t`&J(A8CfHL4fzx= zDGogC+BG047FD7wp20W`m2n@8R&)w=^Od&^o7ml?r43DR03qs~Xg}pP1LTI|0N&qS zFkf;?x-~#6BFRY(B?)31*lZ*foF@&R*3RW@;XJ{vyc2O@$nVO16a$j^%P}SUc-P+O zi~B`@_~{KHu8BW!9?5|SGAuuu2nDfSbv z(R*bxNp>@VG=`RdKrqV1!eR-kAhh(y9r#jQ#*HNCEUc`Bcc|xxp_2pn|MG-R*;PGW zMos?FBh9xiSe5%QC8Q%2ezW&jBy2Cm>;NPQ&Ky^UV8)5R0MAfwJ1P-tq9dSgwyQTs zp?1c=B?2r4B@O}PKyEN*3LIT*Fj?Z@y)z2#_KjbXo7;_kbQBMx(BOh2n$owD{E7nNL(? zHJ1mJA7HpdFZ#e?`fCXI``%xmb0+7WVC;f`11Z;Wu7O{iU9T)HHI-ak-=Fu*M)>c? zL5{O^5RO+xlo!W`hj9OD5%+c1H}sPy(9S$XgXd4@Grx^O!4p|n2w6me-`|e?$*m6; ze}k?&3fKWnfT3y}7z#-Sou#q_L9to}CayLxFw=0h$pQKL%Lgct6cI@D zel~UoahI0%4T~WlD%M%dj{G2;%>>?qV%0d`WYA_gV|9j+Das@-543mhNxeevi;oG8 ztD?h%IWamRN1*(Sj57E2aTBXRthsxy^<)XVum5eld@^$o5|-%Cjx)z(5zXOk@L)Jj zl)P>D2O)>`Rf8A?pOVk%J_7R;ebu49as@o%zZ8_OFYD{;|7q_*)0p$LM5ma6olNN8 zn4WWXQ?@!BX^saamOXJYebTNb58~N2^xL33Alt?_B>f)Bq8(%AK02WMXuyh{%>9(? z33SZF5CM@jCQvx2oSNx<{*tbTu)%MaE;Ut}jeUGM73(-);64g+jcmT0f&#FX zrj;m0%3nIx>Y(vSq$20g!5IAZD@k2alMB}&RQX1$EHIm7XTJbF4U$qaEp`_GWs@lW z3GBTqD3KtaB~stiC~g(-zss77!?aS@9N?s{=Q~Y_iEuXJ9@70t#KfV4W8SV=(Y*Kl zsZ$Gc1tp6GWlUALuU9pyyw1kwv=3r>AyGF&e|Pl|f!j0ps{=;D1R5{b#|mu+($W@s z2|`&rip;EdS9bPkH#8aGON?Glfbxre5^w@=DA*f7a=QXZtSQ+doSc@%Cgf>Q-{G^C0#^zFS+ischMs#7w+Lc8 z+S^02WNTl*vVF$Ll&QqZpM?Xo`R7mMwV=aH4a6&uRzN~`XSJ)}N;~`j_uV!txefoy8+TD?fY{9GWPl}E070)EN9Z>qgjFp%K$A#6;h`n+jPKMrB z0suQS(#wPg`6+)2tn4cs3l-MD*>iItF)VXOM@NEMl*Y@0`(&z^E|0Rmt&_yBYG;Mw zJt|0O4ZkYf&W5p1%Y!l?Z!9TejEwFvk#Xwb1R!}lWH7|A??qb7kqA!GE76G>L_LiA z7;X~987KLc*Hm)guUYl;364w}?gfhgC;fluHu*C4>qkIGX$w{X{z#YcutdY6A_?gP zS>cy@rNl)4j~|~Pkvi9cpaF&lH!CY9Igv-0CIvor!%=2mfG+i!gn1LGvo*$*B~w); zKJy2F0Dj+d#*Y$I(zJn%h~MPfnW~_Dt}uliO0NYH+vj;KV^kZBzm9d^JdQu}v;^J} zu5N#Y^~djEZP6LC!JkTyfQqU#reko;QzK6vx8_b4?G^nZzPEwZNHdUrUq$gvOw2jhpCvNqrEdwlbNB;Az2t7_%<#l!>9b>`ZKOR} zp?;|z?mA2rX&rnoKitlr%_)FX*8*(3%OqrI=%CiFVVZ>?Wsg)6Z2Y-*hGA2fpFkhn zTVm3328wj&dfJw1rikXQNz%KidgP#>pv8oBu%DcOeqHQ8IShpo^kw=eiu`-e%qQ8I zWN@`|m(Dy#>+?HC(3rkJse31AHwqc7GYazCk0e%ny!DydQW2VcISwotoy;q6S=bu7 zC_`1}5}K@^9o6t3R29GdDy`apyNnElij-Z zyE}($362$-d1zKIMFM^gyi+{h-6dp&y(lrM3X9mv;b2~!M%|7?vsu9&Tooys&1qmd z3OGC1{mgTyDV~7bNMk?Opc&JGLf=kQ@cJF$V;<;avs-FZ%V%>ohl#MrxY&x0Vf6Dg z437YD{FX}W?1W{>0ZjN93B5E*D!8M zPp)jx@(-9e6>9@ID0~T$X5VfdcHGacT=4iiZ(ODbW9y1e-D_ag?hPYM$mEqx|Mu*kwGLPQ?9c&Quc(S|7#w^V3tMQBbFU znHyKrU)g76a|FTgXVfKd`|LMk=$Ek^H*-!+gYE|P{p9f#PpTuTG#;KtQ4eoJadSO! z;F^hiSe5Gm^6}kC^-9Ib#nPlc53%5lSa2D9KqJ0!$N-9AvW{E#e0nZDD(fUHENtto zJW@0ZzNL>XCV*@UIwN7eNb`X$pIwR>B%c7rHn4%MM9zH;%F>I0rl} zEIn81%9T|b&Do4MseP{7mB;5vuOARaQlb=N1^9u!uifbG`r7$MtDT(X*G(ufP$R;e zD9qWu!S%l1Nt;9~C}M9JI_63DQ|(gT0RbrT(B^TA-sc81Ru8dH&d{94^WcKDm77B% z7yKl4*D}8s`Ja6!;SS&s$dlZQ|BocdL{o1a{rO+xC2oS_4cFRv1q#eTN`XLyhB=x1 z-)=yuXlQ6lTwq_WJ2Xt{Xry_jyalSf%9H4(HIeLD;NB8HGQ0Nzf(Mi^1LYy3_K#aH zaUYS_9Eo_Dl$-7D!UXf_6ltZ2k+{d5)=@Px%2c z%jkcCNm_{z7D$>L6lM`JQHhWKMo*W{5>hLZ92F$|gHN>3kw4c~Y2mZbn1u1-{3RwH z>UR=>7Y2!kKW(z;X^gF#iEc<*9!G)_{uA|iFkcxZ#u?HDfbDf7@IKEeED@yNwyv{opC0<8uamH8+%ncu%;)VhOeXsy5@Fn; zPA4v&c{hT~sA0I0i0)zSoO~N#E^4uG3Pn>_nE75GO#N+)q0ir1}59!$nU&#l)>pCB=~rEA89Z#29}vd5#|V|;s@OQFQ`&c^p-Kf##vsGl`@Yht^dOtjAAZ^66pNZXbcp2o``!V6*VE}H7o z77fcdPp4+(rz?BNV17s*lWfyk5^T&0NzyoWA7AoR1eSSjZ3I}@=6FM!PQ%mo>}GCj zD11$>k>pi3@kgYmS)-rHSv}6duQY7!JUd$YgHQELE_LT)f%-G+@w}BZ$5f{lsO6;J z0SSM(;DSpkShFmrVoD*UVPIk9Cd$glbUtbLJDV;yT+UVJ-sGRT08=5)*m-)#jq6Pt zoP$3o_etH3cce(0(gI4l_C`Ej61*H|7@Wy*Gk6 zp^PoSX>LRoV#-U!cnJ6`vP*Cze$@9g*Z)f_n@1~88mZ!p3#v>(!6#>f3ViMsqw_wE zRCPCFvX17hwNXUPLGeJWZ!-1R_8uz-RP@A1y3+*#%f)!VAFY${hu+AsGRUck(eVe>@pY`9&>Mc>zWW_ELs_wG)T-uK*I z$xKX?Ax7~Nt_PZExsDf)rM>s#BVt=%26tnbw^6x6rM{?eoRL+@?Xn9Gs?ahKZF>F# zp@@+m2C<>*O(tRfxsoaQ2W2It?#Kz8FZX`vfp?s?kNzNhQr|Q{_hPbyr}4cEw`qGA z5r{3pWzgG}rb=gudEte=v|5!4qg5u56nV?C)@*B>*a>8b7xYmFKUp4)H)VVpj3FNR zPR#xHOGX#;w*mhCwniS-n^a>iTJ>Xbx_0IL7HO$8vQ0TRG*pp7A3vZ|1gi1$`ZEB( zFhqX*`BJMy9)aic0Ol3I=}5l{q7=xv2iRp7#;j)_=v>1SgxJ|J>+yYi?N#cLcT>JX zN0$q?eJJ&2!|e&tPRq)}xwE{+jdF|ast*nBhxrhc-pq5+PH#4uHR zXyy{kHTihPVcj$4@csZyoGITpeL)~o%934Du9MC=W&`Uq^Vct>YqNmE-dEiW-r1_X zVm?zVGWyRTZQx^X=;UCOFYEv=WA&Q%QMjPbfjJ>9Oj~aveTVfUpeU{SQ(oW3zM~qI zMm-XjY&O^6Lb+LBTrW%Xv}~b1(Z*r=bMOVY^>8B?=`X=Fvc>`)WSJW$_8MbJT7Ha5 zw!}Zc78QGsd5~&wzYN(L!iaOFfqpM56BFCrqR}b7PV?b3U=DnX_;MKtYa{gUP9pv{ z-u^S3>%adW$4g|-?2wUNRvJe3%$CZQO=XWngk)t?cJ@k3l$8dO(y&^Dh^#1uvhuq< zJJ0X;^SSW9_CJpAdFg!~$NTN|dOe?yalhZz-R}3dk0mX?n$p_aH7sADlixwp>T{&j zRk|QA@BBA8=%EU?2BPCrD_%8JYF&c7^zPGD_ph?K3^+sn3&W`%K7ul8)z}0JqKF-h zl95&6XS!Ic#xV=onPuRN*P_JzPY|RNVr4@5!*Ql`Df7kWl2lovxBQfZ{W&u+amn%R z`}*`>oti6XNlG-#+OM7f4pn&jNiSEC3Hpqk2MKj|aZSf>Q)%@g5=MFEOD}pOQgrVh z34a}NzqAB-NC*ia*|fTMO4Dc@9UD09qp^xN9;M0N=N}2Pi~Q*E&Z5w(r*wKwjbxx% zCzXG<+cf1I>W221b%;qK56?dWhIZ@eszCt~hYCGD^vq0hSbWR(d48Vm${*~_qgVG1(eZkT7#||*R|qEE`-nX2E5+K|3Jb}(rhE;P zo?=bGOFObcyER0i6-sGfKh^ztdd+xj@&`kQ8qL!fb)KWuoj6fJ##U7nMgh75h)7s~ z91a^j65X<>z{mI{t^1aD97}a!?|a^!OErw493<=)nKm4B3R5e8AKwwtzNB**+S}~8 zas#lamGci)v4d7`**)Sp@d(B5%-(E!nJv+Qy8jCEg;Es^2o1$P>?a}}zAZ>v{D`iW=~h`kKfIoOmQ`+Zvb7CgvI zoaF}>0S@sh{Vd?iBbb$aDOwHh+^XH@lm0*((a>;6RGNVmLDZp0(c)guLh1qRe6gJG zv4+u|n7?3hGTD--sq|icWe)A@o&J1)ONE7@7l-7B)wwiX0`H#z zM4Y49Q_W!fJ-+cD)iyQe@cOde2y7=YgM4idG#Uzxq~)VC0z!lUGImLs;!bj{skvO< z*6n&7$G>A&A-0^<6ha1qH8uVD z_0<~Ul=K2?{gGK_Z23guoNl)Hy;CeL!_CkVT~T|uv21mD>F9m2)7AgTIK|qBRz=P( zcm>-_)|h`K1SmKv6QrQYNpPw-36PBxZcBCz5`G{ctg{%Oo+$}@Zyj#~=Ikb*ba+j! z_`0AO;=R7cbD*d~HOxHX&nnfdzArjl90#}^x?$Ic>rbU5*$ApH`%EHUJU#q8R(o?-v3mj-@ zWzzXj2g)SOhW{9b$r+{<1)Nv-CpbfHS~o%pls=Q(J=gk;?iG8a?W>FSw)_o7jUa$u zI_VG}m|pbn3!V(DbztA|S!sgg|Ncq+=>PmjA791W>xZvpP)o^n>PNQ|FO7q$RzcR0 z;{PQ9EOgYbP3Pr*=&5}iOtpi1+N7dSE_eSVaUs8G&)z&L{p5cLV0JLPJeIbPznz5i z{Gg&x!~gu=HulJm>Rr@X+%%BAML#3`U)(Uex>ShUxvjMqpGYMP{mAuaMH6H%>9)5?1-3ax{;#JrorBc*@bGZp*g12tP;S&c*s^X> z=ayPu{~OonD>|45bEJaxPhKmljmSACiaJ&17zSqeOjT^W`O|7;4IJ@g`2t`Jo|#t}#>bG!Tf=L6Fk( z!OzA)Hwyu9o4VXyqpJv-$=L~; za$VsUc8AmYC$WeHMqvo{-yDF)Wx2$>ewGee%2-sjqiX9vyCi?!=6D=WMOg6a}2Z(%zcagRFV+_kNahVeJnUOkXsVdsd4b&ARBp)Pe!=s zZFu?)j-0<3A&wec6vmP@c&8qL<)I0`cj_%<+*uty$XJkf+Y+zb0QB<~J`i)6W#s<* ziAG*Hj|0L3*7Vweb1a)qEq8Y6{6SylfgizzA2BsG1*zAIJ}`Z5G2BVCCKbcSp=YS0aj%rZ+F}P*B7C zMIG>%Nqrs%UeSsCM^1rq0$)KzKunZ{guDb)z84*jB>+`=fWr-iwa3UqZkD1ppBYdz zFA`0jA)${jxZq&2x3`y4XBc;3@vFk><{vulje9DQVr^{= zLYl6jA?{w!?n2d{C+0vC_dk1q2lHbRZ}Zf<8*~+=|Z?Z(37OK!bd`4RVLNI|R49GLgRbWG*5D!CfIQkNnrcFo!HTCp$)|O^Z z;LZY;TXGk8`@8^2{)s#Ar+k9A4ol7&b^=HXWnr~CwqtF}MMS%R6@u{cv)Z3Oe<&s> z0yMUjXP{Pjk*``nOGVXM7O`*F`5#*)R#AE^B_?E{aDQU7e!5E~gx#a)@PnkHvNeTd zsH!_210<`;rL=we?3utFP&8-n2GX>#C!+WLPm4HRefweS76mZVC=tR|rz^&m;v1$_ z@-8QCuFgunh#cdF+x|m?Zn_Y3Q--!O&3Sx6wr#@3mHW% z&W+Y{>$}FR&(LhVgKUkS10ZqQ`#KynzIxJ|Ya^TEe^tCenYj_02pezLA}=ECoJ8|z5m@D@%F!0`bz zVsd<;#+UVx^6DZ5+W^xhkwwXQ{nH@68sGa@uV_hzk0*8)pR9$lRlf|ufCh2OZjzvGAxsm2vk z-p_)sdBf#=$5VC<-n2TX-{2pYKy(C82-l8bbPp?M+boUya;S}4cVR@#;U?~1<=_Gw zR|5sqX_RQvBc%POq?&!F$-q~b;Rj-_2R*ZUEQ{*xzovE)5dkTnyiH0P+BW9Lq5J zs|O^cRp*9Py+jg->{fgalS6+siZe6cBW0|;18x@D`-JUPo-A_59wOu7=jwJcvQWn| z5Wiwgp{S}lmlhXGHA@`|-%hhqdgaF@kpA0fRf9gCLGz}9#j}0}C4{;be{g9&@2&Rb z2GSJs6fU=#e>$7EkAUo`id=~lUDln{P27pJt6=RzVUx|`Lu4s0o5Qs_iKZ)`tTK}K zynJAGN@J!Dt_55P;>WJ{qi!*gA>Bj{toGzkjbqGs3W8B7r|)QMD}mL!zRkxRahkgk zl4Wy-a@*yAv2gXN-;vmUqkD7~mzHe2E(z^Nr=s%`%|GmMS0!xX?Y9QBf4X{}!FHy- zpNX4%D5V!co>EJ4?58?Au6nY$9L7Op{UC@?4EQ9%ZKh5H=lUthFqs}b3a=?WVL0vb zyBE{LI)Ilv!)?cg>q*^_SE6p&XZshXQ%%lYtis~ZHWsnV2WJtIl;8{hG^LmTO`BH%s>su7%%_3LDn}y5 zK$(T^81L?}K)Xj_p+_>OmJuH^rX^~@;y2wZ_(`25pOL0gmiu>lqxUF@=P9Z1mnlxr zWab(QTR1wNa2hABgU7n)eY1HFUGnd|56{-orcy3hmd*fO2kbukJP_;95>UoPdd6IT z)=rqi(@J;`P4nH{y@8`8=4x^e!pTWU6dF4&!$U?~Oc zWsw&K*EUtsk54<9C2hGxv$n+Vg>Ngo9UA5%VFKYU>LEKS6vNhut%CkQ$ zd_tRxJ)fy)^i*2ZmXE(Dw|{i@C0kxx0+&BW7LlZM&G`hohy95lZmqS#aVY{J>G=kw z_sms?XH9`~@i}Ani}m(%L`zesYt#RyZ)VbU?o@j|;~8sCKl{#hOhdI^o#9B-u8)X& zvhlgnp!LmH2zY&71aD@>4h{}o3#fe6`1f+A-WJXVzfkO1{}cg@oqutr|Fpii9Kj{) z#y|rh>F#N4IJICvXiwvowY2`JpaANpxc+p_t$V;BW7OpfrGSn|{Qlg+L9CJ6?2`aL zQ?}l0XMNlszL>kpHmaMi_NsTAm2{mm`Ck^{;E)i38f?Fx#Z&56LFpGM8|BMuCOywI zhmo0ddQmG}K1=2(A48p5@wTQ=lztiPJ9moLT=?^&sJU6;E(}Xgr}0G$9US;y7T%h$ z7-(~&wrQ;G(vSn?HD8|BnSL4mt@{9;&C4Kj!L3;`^{0!`ngqT`$P&uX6ICi+C+asRN{X@7IU} zR|m1qI4rQ4%at$Pn?mJv)x7sq3LxyNwP=oK@H$WMf7&`^xTZy1V)4SQWM%5ccT?O> zI59t&>u|8SDxh00o^an==>ez7^wR4QKWU|s5&IzbcQ>-H=2NvN^^m%v7-%ws6!)U> zbPu-0V)tVRgk|n5catrprkDOi{`T%^RKJB3n;>h|iVFupi;LC3R3a9--wPN1jB9@v zN3hk7`Y)EpPgzzia0O5JJr3XMl+es~~>!Nl1 z{QPPawXGi(4jxnbbg@d1h5*eJ-(s2Y-MnGww{$yRey*>A{_b$tng^dV7|8LLz#g7; zQBY8*9FHI&>->W~T*n-Bb?owK1Id^UWQiHY2P!}j2voKO^oReUh@;d8mS+N^E*-y5 zm}{jepu;Xwhv<*%asoeW9Ede{}meM&OgYfG$U~eUw=^7Zqs`eI#-STB#>)Dx?+1&yfx&mR0^B(r{AV9RUN*e z*LR7zpH381;T3b#g_`JR<+qrSa{vmw<$wy0=K~Q>ls6Ub8Pm|J7<*vLb5wlj=0ih6 z)z#Ix`{uGp`Ua~aqXg!tGI^B4ZrGk~?w^K8f3N%29+3}@`dU=wVPh?{Nc-G#q*@!g zzrk{Yo!2Q`q`hyTs`EF&v49?}h*`s2nqu)J*B-lvpK3Zq?n1V7xi{S}1pBnPbyiBO zW%zlBCxW!`l+Mw-7jv!I|2kpkLAw1*pa`qW@th($hUeJ-Js=*zXZ~xTipMp3?rL4J zQ|WD&aK(3y&UpM-Wv?LhW&6UEiAEIZsZ+~1deT=t@Mwa98iI5m+%fEU+LUjrddcAY z`E}aazsq&U%Gc}ZoB2y(2`!(SUJHuu0hw@leuH}`kbIh2nl@0vXN~midkYtikf0!? z1@PuAAH5iF#z&0Z`w;eEPlrT+n9dk1iMQ$_{!l8*lWnLiAa?~WT4-CH52Zd`l?Wdf z^-)tJX>mpjnFaG-RKupL__O)%=hSEf_2NjO;56Jmc91&n{Twi(x=!2cp)MExRjsc- z|HvwQjiTDk-?H8_-|@>!yno}5$OCOT^+GCvkzF>r^I6n?sWj+j(mtqbnZCoFHsPwP zudlemb%pK3obUFtR;B*4?+jWZNuz!X7n~N=G5}wQb%mWF<5qJJt^AlXDG3V}qWG*@WnzQEh zSRy!hTJTnJenI*mX!)Ksu&T^?y{)LN$qMY4DJE(MxA# zv0n}-Yu~IrJ3M-fd2U2G9&vY6^o6`)$rSPIrPNWjG{;gXsF>pY85mSmD8=FAB;5z#W}*W#0sqKmccOy_7rX-%&|Xn)k&7cq)y zX`MY2y?U8V`S&9w!8n|^E z+Xq>v6raun8O>&6C-SdQy!yF&AB`j5)%Sds0cyv!lrvvW2LkC{c_)#{bLuI?TVOV{ zHkcLs(LoPZwHSXtHJ^sYcSWwkjz`W{W8Sc~ou!GJsr8NAO`Do?B&Na!!Dp)mx8}c! zVn}F@m#Q56GB!5VqoXi4_0Zud)xCp8ep-ocx%ajY#0ube>123X25?#BqMS9i<9L;4 z%&^}fqYjgxq_{ZUWY3DXRo&ULqpoOxJ^OOMHp*+-`yZMdZ_8Rz*ScMVxaS{vd3iU! z@5okn&x722tQXA|+=ksPb-Vk@<^zxiC@Q4AbU&hZd>QJ$uA#o$gJmlHyOa`K1-4!^ z`y+d;g>;n;BD7x8-ElxBp_Dh6)beAAWDR1hdrf$u^j#0D585Sci#$D&L&bQ`Bw#g2niCJ#@#hZp5NgaEAT7%gSPrqnOTJD5FI2n z)CDQK{#+i1((^4ICbM`W7IgD^{7`P?~%I9bL6$+z(5LD=+ zk+xf!g2sJk-|hV%HFwUzvc7M|%wOKkN@q%1KzG?JA8D``zt-`#NU5!qfnY>Jh3P7# zy#)di{t&i=znz=F@urPS-`j@Fq5Z#-wyoMvQG+iOzhu^%$F1zDhvj71!(Xozc3&Zs zR-#JiQJ9~j;uPOry|-s>iu&;+LW`K^J8Gp34qTkA9|=q6N_6$gsjX1we+2mKX9*Et zFnRY4|Fe^cPEla%OkaHj_z-$4HaYn{y=pwmjJZa$TTk&Sr7OGEA=Y<%@&RhB+W%H) zj_MGK81%Jd;D}Q6klcivhv}c92Vli}gCn}H4Cxh%-#+?b)`{``{;r2I3{m-Qm`sLNxK%fuS`CqngXdbX|Mb;|p2=}>sdX)n9x2a_6b~;zZo2HT zE3z|v^S+EVoqbUW-$ZF}n|_~MiAvoo%k2iye1!{B8ayONtR(VwE54m0BAe!#7uZ2gavxAg zUUjuJ`(Y`m%0s%|M?NOqaO-lX)CoiYp&ZLg=(u6jPg z3P6`TZHi*Zn~h&m)9CQmGjX03Hyw??R7rBY(aP!AhCWb${z=d>zwGk_&`FY)e&D`K z7iijIIc8VUA4289Te3||e}kdayvSU2%-^$<6aa}Du%-50kD(|`CZzf-D8 z{LaqGIs`&aH)2iBC{A;>(Q8C0bSUh(+)=W_IamvN@*GFBMzsgXZK*S@_6zOatz*(V z;`OR8FI8Z`^ih`{ZtT^u(RJGmExMrPL|lv(^%TmywFshdEpi?j6XxC-Bzj7_CKxh(mx^4;8z z5zrXtj8Sow=~*@%ezjub2!_k_wL)H~w142Z)oSTJS7r!dm2qwK%HMl;@<4IDP9}T? zypM*0mZ7D-4N%bg+{Bd=<9y#g)=nawU+_)u`(0%6Wy44JAfa|3GFX+gP3mFvrGQw& z{FJ9PQhF0j8)<&DUkT&xZM)mUz3pp-`H_{;I+qg@-*PTz3UE&fd+e{paGT60{57ap zdp>S|_H04cRl>RBt{;-BoLbWa_4ow@Xbt(6V?ibs2{7>RTuV!HIF{9`C3rl)vE&UJ zjgx@W`KAJ{zYkG6rWUOlkNFKnJSq+c6(VekN-%`rT)fz+ZPQm#b$t&@}W2%8jpE}q5Mr#bnM*P_s_vPX@kqKA6FG?)H zO!K%xR$Vt@=w70>j{9>Y-W)YL?A&e09?clbHbdIcy64!`^2;ZHZA45wT^(JxH3s+m z+AMUZpV=mVNy_CVd(5)*qKJm9#T3BV-@fe+XguQj5ZHG5;ytktj6oUop5JnNLe>B6 zPYPziMIWw?B;k`d9c(Liuv6E{mdq~W^tm%FJD|nOyhmBz#B2#2uuqVf91a&$%%ITiN3l+@tVK7ne*6 zri_DCIBj5eP<6GIEw$)**eX4f%{@i697F?RkE6}ExRMUPar{sKNxF+W%r?Sr0*Vhc ziEOJu+zSwN9KtI&r&iDdV>wIiHFn;O2f#W3vSs%$T-rkjAYaG#(at*HVTmtd;~CHk zU>XA?MTRHOymAsciZ@v+0X=FG zm>W3ereYhuf@B3q$06%xj2Z=rQ#~uR^z>&Nzw`~E%Qfm= z$`L%=vA1~Gtr$FDC#8@evwi$d-$h2S7)Dce1C0~(cz_4QqoqkRN&fFs z&EMyiw?o1#k4ITD}nRT1Q2Gx`g9Z&=%KZPc|tJXZ6$q<50JTLl#)? zOY*exiwA*1+(hR-eZH7-2#$Bd;ASus)9320dTLjMe|na{k$&w*ALX7I4B*g^1#2Jj z>#IS8bZP?3pO9-Z`-J=f1c6woaOb4>R`KFzAs*MN7T2{G;&*M89U7O9h$ z$_fft+q;9E;$V`K10r86X(B^89V zc1?^{&m6-OfJG5=NN&#p?3n{w!)H_M=o(ASCUJi0?FsmWe!irqq4@+D{cqx;ugTjs znWEvR16VxvrxzIW57|9=r~kUa?6&Ptp(hlFzefo(?vluPq)l?gO23=)O!Zgz0NPYf z8I+YM`lg|#Q1Au)q2A}%O4so22?fYC?bFkN{^qz>A;0V0(Vz;?ovP2FfSHU{vG$kH zADn+yS4hKn%)dkP-w!$q=Fzvu3QQvMvUNz(h9loZ&fjGIh4x9kMo-zQ&dmo0R1c$n z8;Cfi^&je@uaVHu-yIH-^F~P7Zz}}*pxyZ7Ea$*J`oS_%L-_THJNwi3Nd(RY#+Di6 z9#FlKomePzV=z&riTjkbt88w0Rm!e4|1~W50RLt|x9LDH5`(gm!BDEzmkZF0$0x<= zE>cVSE9m=lrtqOG0>PA-*Jnr==J28mhXGW7MNc$WE#Lc`$Ouf{^$1oZR8(WGM~+aP z>H$)b_K?sXbE_W4O$xwRZ=(c0GDIGw5c68V-NwH!y3o8BhWT)`YwdOs@QYfqOEMDw zmy&W}YG1)r`wCTu-yS{tde3_LcXL|2L&LZ29zkl$f?$@3@W7KNdDm&!r5+z2QUXqQ zqj2!|++e1O{~A~y#y3Pa;;*4!Y!^hlCQ&Upl+?US3YcG0Ek?Ct?yejnQlhgU&6xlZ z8K~SPi`qx9$J6s;#$s5Nokh7m$GcWYAsZ$ScZUYh={|L*< znvIU46?+A4AGfFdwo^l4knju}p45xq34N|wCUfp%gbyJh0ufLqH!b%!Om=17{;mFS zZC>H0H&Rl3P4=j(pBZImWsTl6x!dj9J{vaQILUe7%ps6x4-RQ&)cLPrNRr4pe%r+{G=qSyZqfZ10LWuKAvqZ)J%8Kw zWcPbkQ|vwU{#N4k5;(!i)s0UU+Z-UD(VFou%)YZ`Q9eCzPuziEul(w}?4+qk^v(Vp zFs3Q#Xwa?oJeU|J5ek<{r+HnMTYeA83t=s_y&|kXiQ$F*?g*Vg37HW>Ttf9;1q<~h z+xJR7C0&ha)%aA{Qgw5y@qlq|+6CF9aoh&CC}yyuqe5_g2k=xNx?X+V-@T{!(yBx! z&!vMmSLT?*aMI%*LQyaJh%EK}h_b3({TEvi>7YN@z}CUxY3*idJQW!He1%8z<8)ps&VCW-MxcI;fxUY zwkui0{7&K6G8ijSA(zvae&KtiGzaq^)bIjf(eD!ij@IPmb9z~(GtZrwkP{$CMwn?D z7q`IxQhr5_w26`kDP8S=BgH89fWfH65uxDUA{IYN8mMVCauj&GevLo>^}#W@XmjGH zSp0o?r90`!U~8b|0*sL1VjF?6Wd{&q8eeGqi=9%NJU^}42q_OTm7WE-nU5taDLg0t zp6?K=<|;wDBHoc3S!Mht-~K!mG&qH6l4>UJ>7hlp#z+zQQmrGZ$F&~a!byT&4pg=3 z;Q0yCoRsT@=-ayv>osvJEwIr_WX#|QLA5(OX|3ht)L>5CI~Vpk)gx+;`x1U#D8xCX z!+agPH}B6ZL!BVWqgHi#@ctZ|%nyns8*Et4pA42JWw!_U;=50r`fz6yRe>K<4~_<2qY)e#8L>NDd@V0epYftd@3|;c23vaPK$Wc{Kh*b7BQ!;yw%tppG*4ln z3-Mn=kM_f|+N_F%aNZdN$JRApe&~5&EKc}GJ<=Z#VgQv02Av6i;yX0@r(knkoAbpx zN^QM*Lh=eBp7)!4g@ZTf-qFb|c1b?UfS3X~jlIVc@A$=UdGQCBK28WiNEH+=P#j^^ zxih#=#|+N)DT_NEqGdQgdtPvjVFgz-gOb)vR=E(*v$Y(vx_<8wOh10*IINp{Nrstu zFmhBW=2uCy-hK&T#8+=L#Ub&hP&~03g}v6 zB@D~<4;UQV_@n;JN41Z7h&kt$k9ydF;Iby5xR%bJSy#jn3vuX-3s}QxS(fM;t_^+= zTNiO&rd=)$i%m)@k4%Uk(h==^G4-CMbWnG%o(%mGP1O{3%5y9R8@_cwmM6eAA1W?- ze<6=6a-;IcQ|UxBt(U1Dq#@x&K;kFnF6`9OUAeW*Fc@~O~} zp$fZ#?AQ9)*}yI0M+^+E*hMy#>nS7Ie9+r^Ca|&(KxKMey@MyEhNM}{;*K0YDBa?H zzQSld{wkNP{_J$G=DcCSUM|jGgElU7uZ(>UW%70Yp1~wTOZWgkUlTtev7#s_nq68v zQLm%Q$2n8crJBagsXcfecTxjXY^rAAzGnw==v&voW3EP&*ljC7YO9(?uJ2Bhzgpd* zjq<#nVXr^F*GXz**yEl_d$)_SNiIkfRkKEx8)l{VZRP*9K@&b-(f9*wl6xU#3k@^v zxhw!z=vW&E8OCpC(UGaUSUNz1$Y;5ormFy#qru=5J`KixGv&g!Dkqq)&~rvY&NJOf z-xK$XWpS3OcdpWdd0$QHX4vb)?c+&lp4u$ev$|CORv)W&`H?`m9|E~O7HZ1S(P)=^ zTHLW$^spu8^XFVmHjG={70<(FVad1CBJ;?uJ=ptY7?;qZ@M&#vx@6b6o&%@1mJasp zZQY!D^!Y-+aPM2uqvemCf&Ts36)HH=KgWyiz)iD!cSzN-;^yDzLCYbZ%4`waqfX2g?Wqji>Pabh~X>~FndDDj~A zUtKMIxSi^Z{Ieg(gc*6a1wBkvYjsN!2PMUnBk_xYV41I0`2fIC0tE@3b~d<@xNisKXgm!{0`F?G5r;5 zYTf#3VOcfy?lP>tqnmM-DV~`^!?b)R?)NpPJ7%=>6on{>>eyD<&QjG`@K0Fqof4-VSAv|wULTX2 z9#P@VpS!EdYk^qz1q%04H&jGdqt5J*?baxq6>cm!gy`z6Njj;2drW?w;Ns@KInTK- zLGonjA&g>}Lb_XeQrK*N)eilE&P1ZSo|dV-!Cp+emX zGB(X=p2#oTwoy7ty}~5M8Ik&W?<>-#7Szr&ddw>*M^9Zkqfsy52M6us?d!=wG7n68|h9tNRRcobD3GY2ucyzOLAy2<>uqUZnvd1ST zUXt6FW`2Y&@p>m|d@po`-w*sG%3S8A{Bn^#4YJ;rUY7(8!+Jd`4rf(muFR$uEDE~G zR^7}9@ed6?0((iwFii2s@87$ySN2XDRCvZ%3vWW zxqMjg@E-F!Du+Kv5LI;MNYzBAo%Guiz}0dDp@n8GwqrmpU4(o^d^&EM6}k5bg`>Q3 z6(3$%J!1YZLv;4sEz(di^y$TaciiiYY_iE|k&I!Y%P+a-7pY1_rx>lM=emwbZphwE z%^~WCOP=J!T{4=Mk`jJ`{?$2jjJ|KYo460tHR)NZ&!l?B{E47GlHT=r0=bPnr3*L% zp@BE${2jeiZdb48W7QmZv#X*{%p~T_K3xdrJa(0uo8=01{gU!vR#=|ZP(al8oyRFD z4F2iFWUUy#Hm(&`mFXuQD_2xD)O`=i%J%=USuL$awM@mm#E6#AOM=uaoNv4Nqp+67 zALv$Y?yF>BVE8;a|KP-mI6`r_&ulli{-5XJ{209w5wcGfj7$EKS^B$2g(mF#Pch%T zz#;7rbzYJ#-!$b)&ux#F)63x8#nuayFIYHCv3n+|KaDZGSB4rc>XvvAX=K8tpN&&H0lTRn)d{k4ua&Lmy$C2iUJ#5U(_3D z*^yb*C23JSSoZ4}OYY$#-K?o#@G`CU^vua76S?D5ztOwP=Y@O|S*Bhhbc&>Ede)S? zivTQ{-WJ|q7j4btIbIYtoz-0VI4$s_tpA=%4;SA)ncr~201W@__uNi9x2p=H!Y#jT z;yLLoo$$Ly=H!4E)r1+Rpz*hZEIW7VoucCG_)j@=0O|MM-gjCz@hhj9{F7Ei>*Uz^ zMlRYU;WX`SV+`vQ)-=YH2jA+!D*pX4_IH8J{*VKDUavI44lnrEQs?_jZetsHzclZu z*#ZPA@RQWuIA)m1!y{vkjR5Q33vu^mo=}a!8)TIM3i1hcnsHxxhDZV z+k#GgNyX=G^K>_aOf>~u7RrX+xS94@nJ0!ue}B&CY|Z_UluG8@(KGQ`D7Qi?TAbM3)8(D3-&*KdG3UQ-CjPfHEUKcSSOi-=~KqFx&St$*SD!(+G|iM4z8hQ} zMJlJ{&9C7pj~sG#m)m}RDb?CjGm1LxxpUm=`54# z!RuEFUhvtcdsciYV9xCzrksN8$8s|^PAT}MbDUe5R3n35NK2}Lew;|{KdXH1=WfBH zlV>sr6*rU~HdUekLg*=jE;j1|E~Yk~4GiZBcSMA3X%(A0XA?J%&eJ7ilF$Febjx}@kuk6HJ=pF?UvU9bz;o_NnxFYWKCp4yaU>WZl;faJwmABCm%7lZl)d&8On?Q0<&Y!VIE!SZ5AdG0gA0d z{Pi&h%jArXYc7i^Nx*)vjSqXNZElYA1txq{v#2iwiMoCF4_x!H3IqMFEB1b3!F!r- zW9}}U{OpAL+vI|p?8M?iuN-vl$Iqm3v9fBVJ`3q-wD}tkVBKCv1c6v__79>LnC!-x>(zCStVyZ3^gW!#SmFDx8AE<(g^<7kJ3MzQ7rl|`>%J%s0pdw}R}H#< zpNFjO1vl2IO3aRlHw6W(hR~Moa@oGG^NKi|0WWfk>)yxPd#hQ7$B~Qr-yQVJv<+Kv ze&FD%K}rmDOxx*`PQC=D2c4LlS###;{7hoTyRY_{G6VNQNAS;oLGks;ccVi|Ex_Tf z+bW}^^br5{_^s}_sVk44j;=Q(4=3{PKp}6==`kG3^8%NDX{$o3P)Z-yPaV1kXAxL8QcdduKpSTjNmT`dTa4@z3U^I*j$gvJr&yREEWe zj*2Ss3v#2X?)4>wje;%_ICf>~=664`G?zO(-k0M7Ey!i%?=bYQE_3DOea=*pCAzlP%T;g2askbxmR7n&#q0t*r78!gy6JB~ff--l2 zBA#i??p0jZ^gOD)qP~+=$>B%XO`tBWZXE>fG(LH@JL>{g$#{}!h(;5)Gz}Db<3+o{ z%;+f`z!aUahz=V$GQ+)Y|}Wx;nxv;dUV#2kaZUNPD}W6%m95tr?pCXS(EQd z$o(VreI#2~B5Ik?HkYy`{w81?{?;jrqZywi^6AOcfqd=Kbb+P^UCF+Gro-;hkKXMv@}F&X-XQR00XNh^zo<|hSOMsW5qOPF7J(Dy=0DRN=V8=Vsb z;q6bKay-)fPmdr|G3di0cImzoUsYT=0!R8RjcRo3FJdU1rLbmC5UNd>T+TQtXY0Lo zKCTl4HGXN|;ku-{iz}+`C5)NZ$T&)V2+WOCZ*!tKCp0wN=;zu{crHz`AM;oOZ|(9R zxy=hr%knTO?(p89y4l|k9321e4z?+VWhk$$g5l)uVj?tP-U={_es!-3x`e$U@S;dw{1i;c{h6xdubgR?sBa$(XePF(*$@K$OO`5pjcZCYh_d;r;!{rq;M~w5 zc{$j5K%sXHOW2P4_0nfgxTPN?-+Zb~ycOzNvs;6baxpi6h+sNgaK0|L?UtV*K(ers z7bc7|<*{V8pD~mllEJe;=qETD?DK2q(AIL4t*)n)EO03=>4zoJ1a{nYe zZ9Nk-l$3D^3H}P9IsPF)D5iziOEPe}ONffpyf3L>O*OLh}xkY%{t3^ile zqo|V0VPO}y<+-wh_*|Vksd<>08DYBwkrei&gZ9h8oGp~17I(*Y7%4{lE}I|^y$UhY zVs!U}$(tzQ;*t_c+Xo_NEzr4XgaNMTzNDJu5g2)pL{Mms-VWJg&z1SN%$mj|oMb%g zA84)gen701Ts3+7xy!y$mW)G!OGUj8>5pv9*`1a0celP=?^>CC1nBh8eJ<>LA1uB9 zkt0%iEKT{+iE8zOa;9j^huEsURfC2xvYQq+JiDEbaIm zLWa#VBm&|Y^1!*T_zMt#fauA1XWm4KvD*vp0KrvE*h85^mzcjkfqnLbzPMuP+|%-z zNJi=wYfD8L=wkW;JEiWAT{3-ao>g{Z@Mi1rp``b+aMc0Y?;(i-G$+bR)}RUEGr+t) zBm#`4e4SCKjOv*)dq~a$Ds*FviUjoC6aOCEOuh;-qM&T0^A}<6o1XY!;x5(tBv;dD zFAilCEq8-29*#R z(LFcuECiuJ98UnA5DE~vo?wUwf9~2#QZllt-{YCJ(27D>Ra#y?^QWey_heN1*H3Ln zTsMuP7s!YY%PGsw%ga-IAIJU7+*K6X>Xbw%s{=_v(Z)W8^L^Kj9VLDladgEV2ddke zh7_i5|Jwfq?Es8w)4syl$XyQxGpa@6)4WzNv48s)>h3PgmDuC8+4)DtR)j3!ztl7# zskn)ZUNoX{NfeIJXo$CylVjLZ3#vcdq(m443g^9_c5DBm!;gJ^B6YvD?D791^8f#% z(Ep#Y{~QT=f&B7542ne%a=#WZ<$)C&Xo?C`JD7AH?~>O-C-awP(3YN-2KGIYqaN zdG0-GFnK`T_fDS(^+H2A4@)`-d~P2?6iq_R!mc>@8s%^*afshrVDvct@HIBF)pH6O znss!LIPL4OfY2A78af7bPz z!qemCq=W>0OvW=XxOYEgfQlcMh0)5&$`2ntfGE72WatvUrvezLREX0J^KCBdBkk6s zV1-ZMSEE2?+_B@!eHxjsG9N3<5x-VYV25d%i!F$QXBrkVx`wpj!c~SKG$s`Xlh~z6 z4hDW79vb+AH)ls!Jm_fSS@$-bU-8X6d(UfxhX)6AAV7m1^oRYY7!DVsL>zwbo(^Zb z@pZE*basS=n=yTgZI_6v?gBCWE#7AJBMc~u12^{G zY{yr}xg4d9wm=m&rdMPFqZ21+?0P=gg8Rt^q2S3 z%mj`gV2z;;`D=dLb>Pd^ZPM1z2vTt2hyZ5?Bv1gG2<-qHH(Pp^_;I3+x&9Rt`#aVT z$lm2OC*@&fy?V_X;8zVMJ>Odc8x6e2L%^<>EK*;E1`jJqf=Qmc6Hq^1T>b9zz3}ZA z9X#9Yq$ult6IOkaf6K$@GRyTnIsNr8YkYB*`d{3<^vr*_`3=mNM-SsGwS(?38#pMT!ubMZ2+RcQ??S5;yZ z^yg7@d%oJck1#e2KKU1F0mU1rc!)xusY^EY&FSjux?Mu)m}uo)vXD$x{OZN~o}Rfa zSMxxK1qGp0`#$nWvN0w)8Y9|5Kt?V80ZGkV&<=AQg67T;S-`oYRsc!P6=aZpVEPLc z1}ha~)F*1m2S46fc|92_oZzMF_?FE6QWM1q^?n^%I-9(BI@w*%S=E#rF*)I;Ayzl%)Y6B_{YTEIehCZwkdp9)B)D zV)Eax__sLVD{l)43H2JY*QI>oj<;lN_`ALgw!`?41~frX!d>OCrL7~F!dy4tF{LZI`iUhw!eiEv-=IQ8jfa71-xi^ za=q-_k}vPRzZ<{pHbSNYI~|wiqz){tS{xy9lDc6zz@uFZ#V#VFy5GoeNu_*KaQtBT?{oARRl7N}kK1!S zpw79J$H%tEk;uG?$K$qeY&lY!I(6o zu>EAL>?jHUDN?oO#VwJ(Wa^X=)r(>_!7-$zf{STUw#+13eIty?NGMmr!qy&SjWji* zzB?RpH%98aa!~5Wk8-uOZ}$Dl{wVqoX@L7q#&j0N1d61NOMUuTm65@`N(aS~+1bz^ zy3uw=N(Z4}0g}4`hkp^(nSf*$#;tvGv2hoW(af8Rn+$XH4#(V8n;~F=mZP-Y!qCQO zm?A_2DuTGABu~sFSd&v9dI;9ZHo5R>&&Q^I41%{#Oi1XriyZC{T(5IE%o)tT$H!9V zY0sRLo>(4|2QbZ@=|u%N63CtEERWwFOx+Prbl3>?-FoUK+`)Bc44i^*4!KOsHuTS7 z8wnI%c!^1Xr&x&Eb30I~XngQSxu zk9lC5XD?*AM=sz_mC%zsbckJ=Pi84IWoyRug1b&EEuV?-4-g5^qEQfvv9PM!*ND*k zulVF(bZ2{9T6sTK9E{UY zYnVtw>mR8H)Zv8pk?0}%N%0?gasCQZL(Kqi=V)LYUYjJ9NFXQ$ki&AFL+cgl18#TDwz&!sco!KB8J zo-dYI{6UB}ggyGBuU|whK)Wd*)UMz`cbU|SZ7VHn;+ZTSa@MUzs>hxI$uba*oax~UADxP! zd{8>LztDrp`e@<(0&rwcID3+7+c^c(xGpv*t5L&8(n=0B4w+ZY+UR+*Fws;`dJ2ke zed1x^pmyE^Q3&qtK1DUmUS9fT z@0OW>qo}%Kai{5ZGtqX%(A7GjJR!E0)tTzmS7OtJ&!HDtIQlwR)(-{R4n!&GMU||5 zlObdLGvCHLBK-Lg{6e+obe z!JSRquSltg3?Eb}RCIJMl59NVKLhV=bj!JQuU|DU(MWS-`27r9vvmpeTL4PZCsyCW z4%tNzr_fUEA&g)*q|FYtBP$<7cUcv8VXB+2iL{LGPo!-3OHu`3SK^iIuI%+&nXk~(yKe{qf41U$$lzNc4+!7&k@Y8!|Y-Il~ zuSN42zD))4&UC7-2wkLt!umByg-sh#gnI)^ceaP>XAjRG&97q-G z4=7s~xc4)-0RM*T)m4BAASdgC6H!>w#)XwB&yzS-SR7SUw&bttk&1NFT=4$Jc5pMHtJ!CDpdp4@BK3|p-Z z6AMuhrld3W?pJ@w&7hX6s0r11hg!64DL4A}JB+a7L(d{}o-|8(h~&$-GRXoYO2+38 z-Ay-Lxj^Jz7rQT4KY#fWL;Viw&guwEao`1X>T-3T`iN;fZmm6Mwf&_cPw9vv};gKN1C?kJr8b?B$vbC)xjxxVMaovTyrF1yQ=Yq*J6tLb|(A zKqLf26r@E`I;26RVdzw(h7gdF5R_DED3Ov8kPr~$J;wWap1s#zYkzpxde`39m-|}l zzI0~J^B>3Yt79nu5J!|lHDTm(J3+wP2#3;r8$G76$b;eM&pob~^DVCoO`HmL?+$!JRUf}|*yI23NdgP^S^ra*gp_x| z*C=RtA@DbI0X3hIO4|gjDFNzrUiLkbb{Uy4HBtlZty$#fI|K}w5-$9r0yYd9))nI* zrC%$~+qp7bIE%IEa!SB}7bMyf>SDi74$(heR?eKcwPSar zfw^;?&Ut8FFV_3f*?;eUW!Xgj$RjR$2I*(lUdA=McX8&i7HWz7|#2w%kG@4h6l|uo}Yh4 z?NJ{U0}%oVG}@H%*RQ`2gq#Td^Q&-U-u#7kpYRp}>Fy6i>;5Z1v#Q3>{kh85vvSnB zRpg%U0inD`_ftdJ(!9c3hJla25+H-7Q>*(^04|VNBVk_LZJQh1$P!umDq z_M4QGBlkFEu8U~`eT40o-YAO$nK+Acj1&~1NuV8^7iON*MndGg#R_?kx6JT8^$sJ- zyFe0!!@QyR;8tyer6az&xG7%QyFFkpzo}yu|KPKd(EN1vjVEjiYmZGF81}gUZ~1P} zh+Vgt&$Te8e_8*DN<_@}HXvm@c=srdFBLcDL8<*-V6^16Q!0ffi9*jeR^LT;udzJK zssC9fXFCuH;J-cw>+GOIsg<3Q%p_6@G0m}_zjRCd6__cVU$}yVo=KP08u~P7M))8ht$AGn7Uz$iP zgK|qv?XvtO66iS(jT?hM4-M&PX<5|TH+g=&I`Gv8!S%s$G0jD3}ukg#q}lq;o= z;nmMZNS*UArDWXvpM7))O}w+53hwt>`}Si(?aZXm(HB)Y|y zjtaLg4Kc|Epng_i+5LI@&}R!lIRLo}M++`en6;81h9c>df@J8Ku_CxIGnvVy3Vs6u z5;Vvi3#yA^&$Q*`WpVdxG*6-YwKM4T>tVorl&26U{k6kKBl(?BJx%h>y?dG}aWnW^ z{0$ry#XCr2_VwI{U5FLF2q;K@8M7|FbHj@7j|xyCfYXgq6YICq8g!3llptY!2ct_q zMZRQOSi-ZKsT)Pi#(%*vm>~JAr|6*uu`GU8fL>s7gDx05k_|;t*mWaBtXRIeQ zhPNTWGt&yOL(sorrcqI59FbO~+0{-TeEP6Co$m)vWP7ezImAE|tZOBCwTkg2e{5nf z0}=QNBErMhg${nAvQC8H5H!@M45cr;Q8E8Ul#ef_WC7-ltL0!5&%oFTgTSpcF$3?B zd$stg=2}ml9lYCr9I|*s!jIIKJGO^T*7+-DWG#fr4O~sWu}^hG(vO*4Ev`Sm^QVx9 z^|MK307#6JTJhD6YSUpLmZl$$%smEgQNjsQ2fR&;e;xF(RC>b<+?>||*aD3p?UN;I zZ%fDMnIITAg?CZ;F{(I5i&LK}fG2bdq5m?n^;J{P|D12iF3SrT<43V8IDp!?#rr<_ ze5IX08`Mp3Di#!0!|(TmQ*PwcduwXc0QosXOg)f61IRn3LA{hsg?N5F*xr zYkiR4U3NaXG2&hZYEUy=00=XCtw9WQ{RHTHA26g-$#JqX5T2-1F0chdeHy)J;AmAq z1YbJFa=k}w2QWOTt6W|Gd4)2C03QK}^L3&3EBetFf@c~d>LU-g_xHWt850PYl#x}H z!AUQ!_w)B!^|u_L0*&Y{TVa^gs_!i4N4Oid(f7S@doU{=Ue|zrhNo*;?1M})UvM=n zB6Ksw%T3BD@E;sV-u&Utnt9^mMUV?19e)xWB4YYPL`08ZI9@o-_}-Cs4?+cwx;~?H z`CvJJ@}%;}#P_?*X3fdJ+0M&+rm%F%?l-!k27k-F8tIWbYKYocN7&-Zfoh}i^hq^T z*VLy&Kfdk|Z2Fu;Yd#j{<>i%>On3R1nE4b)7Qwv_aciKya1)uTuDgp+`PI|)gq>lD zh?w{~a{a^qyrOTLu;(>>jIuCMiG@DihgU;eWOb$5(nyH7@!BTGmOAT2!qlZ6;;{VYZQ0 z>MEKb-WAiNak95ql$qMJefqil!)O1<>7wVeC#8vtI{xDU7kq>;jdZr&%3V9?2S6=r zAWweh;;*r4b+WJMXL360YuFBa9t;_!Pvzo(DF-9XTOsTVuhnJN%8=!ptfSt6<>#b+ zSVLW-=mTTDT%&E$m|7*$XlWskhlvcy_dOXgje2d?%3s-M;0H#|)z)0?1QvNc<3B{C zW_x7ivpE}w7)d#~cIJ~A5TkZJ8H~eKyELv8JYAfn!Ku%{M5=U6x9}Ah!lwG@8F!nWCi_2%D^J^J2;sTF}VU!r2N;Lg$e|7~lz3(0YO+ z1qReCa?HAzQ6QV2Y+u2l_Ih8+($=JgvMKTgjfZo7w<+}bn*v?XlRy&Kg$J=S z3i2U&O(5~VdkmBTGvDux@ill5@L$bTKq^5bXv5Y8Q+|T$O5iUbg-cW?JuuvHwRAQ% zm2FvN-JI3^9l7KdVAcCP*Rw9>Fqou(%EioOkDVNMQpkeq_NAMb4mM#xQt!6I2jzu+ zBHA!*PJKxxQU;(&l%>)??AtxXv<1Sq{34yaT6@%>8r39O16TlVb?^ohIlj>*4Jip_ zhlqj9rAbgOFVd1@^3VlS`9bposw>vN#BXN4r$cR3jHcJkW4iX1u$Jkz2~gQN%tivq zH<#RQf}}zfm>2Q4@o^t;xk?BP5+~5@VJJtgfnzW93^j!xzWb@?%S4y^y#8G}v7yFAA z)RUUoDo&|9jPMZxw)kO*`1!S%J|JO~h;ys~OxH3PGmuC8A_}Gz*5~kdwc) z=?n$f-AT{v0H>AN!-&HjauqfW(Vy?q6?=|$ zoj@-&2U8Fr+6yq6ssjP*Z;%z!eGe*??*OOytZ`+rY6DFhZn@NnzOFHl8Y49x;adrH z1JEdob?m#C!-GS#C?Z;Y<>nA|Et->uCm3p}1o^N`E#~`hP-Wtg9s4*;(XjgMPMn{v z$sdo(!JI!8MxcUk{Mvz0L9Fik)pKph^V^B?f1O-{`nQ%2g6>q@dZQ=eS>yV-zn|B% zf(jcFnwyGL3>=iDL1WNVu#;laWp#M6 zhV#W{VPcd*1iW4RdDWLS;E}#9>RSJml}n#{m8czBgPn13ug0qAX=s#zZ*95n!-rU3 zl~3Jw*k(yG+1@q4%n%-aegcocL^yJ2vwI;2_f4_ulMj@Ym~6*$Yo7ddUPqEI=nGno zaNIv|{DFjmM$ocx3m*G)z?&P->{O1yEz$ooEXF*$7iE7S!aToa3)!rf) zOJMR}Fj(hgXK#suhWC{`n45c8t~;mk$XfuRaOeaqg2{PI?sFd5&@H$diQ$UKXc-rA zUsmb#&k%tojtlN2xQQA@F+Yp@(O=*&!Oa&{{stH`&cDyFE|N8as$=;|a<{NyfBOYz zn|DocbrO7l;45WVG60D!%FOpGL#INa{$>!xSf_|QKX?=Dy}>GFiPXlUlP4$z%EIS< z&&_~3Qc_Zo^mt%AEm9yrzmmgUK^<}w{aO;9B{2z!+A@4W${76@rV0x0p_pAA*j6gT zy>w|9gaf4h(9niwLu|%%dD#uHq21J+n*|}hNb}z}!Dk=qU0Fo!@wVvCXPlB!cql0y zNtGjVfHI5?_#@-Kj6*Dwf0^=kG*e`Z(%~h{#9!JQ_dhXp9vLC!eKb(6Y#{JTZprC} zeQqd;A%kT&Rz;QwM|L=?fkk~>{R*qT!sIwV$D5uWeci&PN1gEJ(l(~>UTNVzgC)Qo z7#w^KqCe8$F8};7(05ya(-uM%U|l^KLx1mlneZ=W|!uJT|;)X^CNT4uM%KnAds6_pS7VDr-+O8D(N zd9edH)|saS!!HC^Qom>}-7QMAh71EGg6tu}P^u(P&Larffe|!C?%p!l4(EA_(Q+2> zenkTyjHcV#{_&l<55#XQQ=2|^2ApDoS$CA60aH-z{E7zU8zAjDz@emz+yk6h@bBAa zL-R_ggjXb*JHI>5+rVz=!>M(F30n<82zNYOYPn2E%!Ja^Re^zBDDLx-!-L|qv_#+g{P=S) ztK>A1Cib;gB^{V-g;B1uK6tg29LizIDf>8ws1f>1?{a4xZ<%mcIG`sU6ofr{9cBBO z1P*XTm&4SfTUsbf)QyGH@=h`7GMHu_{ z6JyI4vFhmzNhT+^Ofn6KH_yw+`?&-!p9fgL({= z3x2!-kp<%`Abbk()$a{c@Ei}1qJ0DS?cZ_G4Z&rQKVWEJupQYVD=M0@40D1{!L#*@ zgX7X*kw&Y&rYvu1@AHY}?Q-bhj=jFn)Vr`(`PN3w8JMtw2p?-^aJ|kZP$bo`#C0Z0}5|R6F4uGqGGJp=L5V|ZM-F*M^l~X5>2W7~u{P59mJ*82? z%&HDN!B9GaFw&Ipk=vAk|F_N!Bap7D^MRA?TJca?lQPjq$v^iVpY`MCaFJ^_|-sT z!OB8LX5)7&13p`j_QIi~W~3~TVWlf!|GiSATu!1I@7il!UQS9^p}g1iZ-YB_Q4_?Q zK7j_hNX$^Gk^_Lr{19_V6DHzIg{xEoF0V$qaCV2=zRl2=J z^4*g3+;(6~_A45$qf)nM%7%5QoM`R}cCigjWEH=c`TOft2P zYbGm&zv44q1*}W3Zg6a47Wqc{6u#ya_Z=|&D@!|e zLCfGIDcO3kdQ8M9K@_rnu=kiY>hWO@)M5GYPhd1R_=cyh9SaTi%`ksTZnxx^1v0h3 z{R-h;KGq9UFk_f*mr#a0l*Dm@@#kDm4-JsxY6w|YQLt!r zBXl+?^GqK7*EV;JlAhEFD%qeUyS1rMGK<)}E=I#Em+8^1Il*0X2boAO_5q<&GofP^ z^1zT*U-l(o9fDiGLk8=B1#yiS_cM3^K(mCmI>+S{&8N$&=`ESbpEDk%wcG{cS2Q|zo10y#3Ef|L!iG%&!JgNhs{jhU}{w+_!f%%7;rKazhFP}NLXt_DAw znp)&)MctYGe#;rqJXFSFrjfcSfH;t1SlkI0NF@=G?~eSPDaf@RaArJS<$e0`^8j2Y zR8XNa{B585ae+3soPavQH5a#(?3xPf?~UW{7_lkeu~Yc9dY#LNaSnCF1V>>{sPW zPhZb28Jo=bZfx#=tW7#i%H$tSDc2K6C!$1|uxk2d)_j^FHXfiO07k9KQ-T25f)#jU%Fcz#BayO4Zosb$c%nnqQ=Xis#6UHqOV zqk{Y^dJ$Tq{c+tF2u;yUW`3fE8!Pd79{Ch^EAMLWVRl8PI;%n8#$FXJF;)Q(cn`Zk z!dZ6S;CJABW>xeY6WrA3yJ3Pqa+OCH6JmuUY<+c#M5z6CgBXcZ*vq*B7p2Ja(tbBn8f!ktEFg z6v5E6kT_V>TC(7x0YT^tb{<2YOrwB9DB%AN$E85hhEL!@v|23x9xR*ZucUB4!flzf z^s`+&{O9)e=SEsfV2fnS5%}&U&r@BIJ~CRFZ^P35!=tYWjz&E?SjmGOKOW~-<`A^Z zgv!m#)G|X@Gm?~+Tnn3M$r%nK#>2}OOOCm4X^`}p`1h5lp1ce)KT8d{M(3dz? z5b36jZlyVuwJmY`((Zf0R7QFjLDObJ#Rts2Y0Fk5FLh86W|rTF(BKLt&4vNVug zq1r%jEb-|5l7oPGVNP$!E1ml00`EJlnA#bgn}FPZR}LQn*$nrVzo40%;-5k#rovw6 zujl$YL)?iCirS*;%RQujcE~}`0)bIMpKiHmaNboKFT6%+e4 zck(iUkiuX4;nS`B#;I`t`Zg55&wb3I#vKLS5OB)(xmaswc)KR<)4pyTT=BZ>*M z__t!vPG`CuzLZ+|_$o2)2qpx!a$xKBn9%ggm_wUKhWV_yA0y4`C0QhfaZ)LhYPt%>WC=nsK z^UZHZK6jgzOA4K)3GuNZAts)*&Xn>j;c8)CrW94SS`@F=u;=DcM;5ZE^g2myN4zY7 zXZb^ci<`RzXzHYC|FT(Ve04+0^oh1(K}UrLY12kL1?D1y(J?UyyiM-}*9{+Ow&b&d z%SbO7UkHFZH8FN@BIja%Sm1u>F=WJf^|TGhkNt7*ocsde$iL+o+HwZ?h*CZ5+lO7# zmbsGd%c4A0R;@4dd|%c!y*N>H8v|{SQY1!ReYDr`^={n`r=RD~8gM-QDxaFVJucUq z-n&T1&3Uj3k#q5=c6@QV)1v2k6KCpvr^%Ce$C6wf$jT>s1h?b>dMpb#V*q)-u^(0 z9OuZK5Zr5GnE`H&d9de!1g}b-@3SSIE6#BfGMmEh5VHs*^B{%TSuw0?Z7=_s!Zs== zMc#SxK$OHBlhH+ZzV4-7`!ZvT6uJn*A3lxx5j#{Utz(l4g9!mZ^Ds zH*_uCO%l|T{g;i2Dsmv=%gOJa8cA7UnT4`7eh!EBSirl(RKy!qUK~Of9d`GaXvCP@ zR9T)XJ4mT>n6R)FM#za|*?Hhp^=vtVK5w#T0q$O_nI`wbzqi1>@PS_zk3aeA(redk z5Lb4nq34>#*y|rn8wJO37l^ygrAL5$F3ST-eG6UtFC+{>e20;)rPCY+&Ah?GTo%&K zF_@5LL=k52O!pD!DQS=Qhpb;|-N#xdy|I9N%tBpgfdr6d-ZNg&aU0><5qvJkynFG$ z!B-o)Xt(P?uw9A_4`*FzUdt6@A}wvBWV4%G+iohJMY_zY9ryT8SbN_>0z#4MQ>vJQ zKb-;12CU1>)zdQa3AA~loB|b}QTTAijdx#X{_Xn7IfP|rRMnWJ+SPBru%z-mW3g3) z7Qw6m;LJ2kEe|4P|17db0#Oqy#*vZgi@O{0llYNMlwe3)8dvw2 z1T{jeDvNd~oJ!06KpgbaGE=3iv-pMRakzwbPX&k&m|Lv+bbVFyLeD3_o&MKXcP6qD z(rP0aA3KJ*mMT6F&;KNsu9qj5BbqPuheJv#$0U&;)--Nbwz zult;my@)LFyZ`6??SffM3Y>q3g4nqF)xhl`G7x{Y`DN3`DI-Za(Twy|RQ7&x2}ARH zXS4qM>xxU6fz5R$shH^>gV+%Es~7^Jv&o+Ox&9XE@G zmQQHqk#`Wgxt0`Y*Db^jzC$-E&h_Ctx(DKhZ6x|rxS3?9p@jQuvy^Te$LZTiQ5(l4h+e(_oca0;4y9R~x1`;%oS+dJO#_ zktR7JGSW!%LvL@)O8lEy7^;Ac`fl*a+wL+Zve^Pv@)hkAT^`OhFcGCw%(vhL%C@ov zBcqEMZB4EiqYx$qr{A}fp$}20`kac7f|2nfdm-He(LLyD%cO89QN$D>>vM0lAw3PT z58*}LVDj`1fH&}rFQpc;N3UoTh>8jek8G1Kx8yiJDWp{>oLisT{I=e3LwfaS4^B)4 zm-pDC1AdU4dEFYF6F+HrTPw7M`5ojmM`t7@<>PmFu93JbB?JiGeRn(X0Vp9dQQiiL z$9!3M<+rwL`Aj!u-Lf&c$e>|5;ft!QRepda{V_6-<~mari>EZvq0}8b{>+tZcO&uSAhq>EJGC4vD7Rki5xEGnXF8Y>;p1v;fjZ(=YF? z=0aNk8V9BJ%8V!ZHr_%P$Q)FzwJ-hT@^dN)UsAyX7vsO$&a)+_kvN>_Cp7B>*>{a$ z_R9dU+wg+d+9Eh<1Do)7< znD>i@R^%%$nF)dF_eyU;L{$RSnSpCR(eUQiABUJuk(2;Ysy06na-we2`b8#&5%<<@Jq`fS_0dh(zouCHF9>x-D|% zRMFbPT#=|ERIctc3Z&=}U(}!QsHoP;*<^;{!(C&E@X_qMTJVmu@h+*#$67xIdtE(~ zw|y+F(Chiau?$yaO&Vy&vQhfx!4(}aK;&BHJZTc;ZMgvA2S#`@5d>Co5NBYx2xg=y zG+wD`nU_B_uLA}k8@trH30<*YwV=^GS%GMA8gTolg~0fB=`f;%VKLf^W#a~BTQ}{V z_3iFR-h3xYMVJB?OS(ot=1i&lr_Y}G1I({$-kmg%?bjY>tUXrz9EWwnqSyD9CZZSIEz}qq%>Ib(pOb66(ZN5|v!wFdKQ>J4w-gL%BM3SM5@G{E3v7d~Z zM4QKIseJyPaX;5~1Ne-mVDD>EF>dJfma%bOm@dx;Njx*ny3UEzVVrMA+0{Gq+P6)$ zmRkaWZwS&`#SVd%6fAtX+^3X~FtK7o=WK=3S}d2as%e`VbZ2UF6)aD$?)nYrOOdCKqhnEcRs3dET5KEu(1MLhy)9H~+JUh(XynUaAOIC5y zCv>$j5R%~puUWIdrAY`Zuq*of9V4J{$K}X>AwJ7lBU|k{+Q+Q4EYS@u4 z%A|{Ak_{76yc9tT5uz~(uuP&1xm-;ZzETHLo+yMZI5>vYDxE!O!k5pv=MQ4;?mQaz zw-8QEwF<^bgKOPNRWtp?z}=A)emf>YjB7)#n4##))0XhgI0V43!Y_`Fd|$m3O1@3l zC#N1qw`7oDO+Gz}9eA5zcyFaf@89ziB$H)82__%00vX+-PJh!^xaiYAPO%mWoZo-; zBKMrZzIuJnC3_d_ARHF3?{ZXYJ|ZL@O)VP8RTLPrQebj;NgS}!kYa~8N-r@N;64rv z5wxFi;-VOL+w%O6FoSANjT@t`Py+pM)Rp8tVJlX@BG=#9oj(`bx;s6E|9w7;(o+IZ z8RJf0F#RA7GOMW2(0Lz;IQ^(^7ye@DG=W6cXxpHuQ!wfTG)JS2?DyD{4f`i(K6d&% zR(PqP&ZD0$+hl zQQq|33Es+i;!EB8=P>bEcm+015ndTLn6{T1-H|Am;0jF`-yA+g_E zpN8ZLNcE=Y67;KlU0^(=9y<^$;H2{fbqmlwuPJqXy6sl>hFS<8LM{)O`>)ESy%*ky z*-}d)n0{eP<66c31^rs=19@6&t?=b!)M9$vN1%YL$9!G#$@M zU3;}#VD7dmGyxy0=*&M22pc8A2NA^&C#p4ffwYko^`J2>mPyJ3T%Qb21uN!0qOR03 z(r~cUhQm^u|C^i~@!#LK_Qwm`G3sgJgn|1^? zkqPXx9|aS-^M`n)J~V<7S2&19Ukae1QYMd9 zvmOhyK!Bwwd?zf>VEq_Dgbnw7Ok|OVDpbn%`yZjcKn@_=Bp*!rJ5xI4jI&;k@K-PNamasOgQufXun@jl!VMo5T=7ywJg zu(2Z4wh)ns83jCDtepj$r@>{`%=`$LHDLI`{$Bi4kiHvABAbCS+-8XZd$qC7u6U0B z+hQ>%9z(;_pbXn6(7g@{-s8SNfHip=lE$;tAI~+tbwx?vs`?Fdf_U5s(AN#>a8-7I z_y?|8$((loa??th*b_MPKmO-i!;9hdwt@Q}c-~@(o{E zwTPz!dqdp-xt180nx5gS%_6L6ci7g+$Gj33If;Q6Uok zNNm74$raj#{rK={UW)XX+}@+`~j zf6~UR|6K+fPWD-yT864wR2K+PbSKdxdKs$7LXc%3~}ec<+91emk_gK-u`*T=qczv-C(+l{f}7A zxc2))>2G~^mtm%XF5@w57~HD&+BP~~U^wbg*~4HYk*6OjXRhq5Xxs!H)%iC-{2sC~ zf=a^&?(&?vqywPJV1}>s(_i*YzajCrj9q~-`r!oD8Fm3P5U|uiASwiKb5ZpEaArg> ztFRY^6y!NjAOtU)hIbXp8P-5#fJx@3nA%~^N=Q$`tUZ8iU}QYt=oQLH}F*a*6jg6np!qEN7Tyt?kG^NL5`>T@=n3N zn7FtXz|mk5?`+*}pM|;}f_o;v<6gcD_a=e?Xx6FU^04Jf`Oy#-R{vd58ID30;Mh|^ z^2NCEWPQXI_URy=Q{BjWJRa0MBxNMS^-Iu;AOL+$^sqLhZES(5Vw1AL0$9>HcX3mf zdJqvC)q=LOOaBgcy)Nt`=#&q@w%L7es?v!1OM` zZ+DmP*6TT#|2ztXX?yu-^B=X5-$Bv=@TJyu;6Oop5%4pihiyHgp-~)cn_lk!>PFNAyOGM74L5!f&bGqC)CVwkAIP_VMBS)?p=Odq*}Ne-UiUx%DWZI zP#jtFX+fk3LYMM=ifM6#|(d6otM;3+iK7gvEtB_;k2z37Y~UNuyY`Ob2^&o}W?efwQZIaWCq>ciODL0sDZP zHvhI|QtWHNSk=<*&b%bi#l$JY`O0I-69{vsEuXfSVd9@W03cS| zl6sCi_X%)kH!RJQ5b#5pFwXqw!J`3)XLAL+t}+K|n5% zD~(;jd2C!9RS38_lonwRR#Itma=@&ahz>5Tv?Gw*fc+BhO{iOT!h0|ZT5C&aPy-zY;1WY-bR5L3$yQ37J zv!%k`O2nGL^l}{7-+cE{Fy;b%=-v!%*3m#iVvasA)tdyx&8e;|E-r$c5gs`662^#g z!UDaW(F?QUS@n1Z)q}8Kk6|$ z!W|$xCn?uRx@~Z_EusynAm+&Yb$RiE!K=YP5B;J+2Rpi{o@4Exapv9cmiZ zMBMGoI|KtHhpSM<*NA-Q;HY-(@c2%!HNNp{ij$lB@)In2#Hdsbo}f!AmPy^6I8X30 zZ!VgU*0P4IA5%!noKdB58`e4M(oF%|w;5|CGEMAXa%tfbVK|Nj2w0s+24A)V3+{In zhc-S>)^9&Qc@@YJ-cTcCH|e5^mqJpBv?sOwtw{5Aq#c_IgxB;4LpXne7dO8dz4^M2 zFvtkVuP`$ce~(k}nm(D{;J9M&=lD3L>kjWeutJ(Xv_Hdf69rd zUl|VxGozIhNG2h8CzBWm*Hpuf}8=hwQHnw;M4fVz(NTepajA<#}0L~z1>dibU-(v1#*$B7~_ zsDM70@7wdfuN6;M`#;$Q2es;=f}j`$EUi3Otnlr~pXYGN8_|;lJ`}U=Dshd%D>4>l zGSf1@Bg(*x^7>9Au7pgDHOpmBQ4)D{H~)eM-e~5H$FF6@VbTc`|D7h`xe`$(isu#5 zA|i(JyFk7eiI~)tE;^Ip(G~@_C~iHy66mCKy`EjLubB$&01<`v=a`6*{B(9+ZFQtx#XOcZ5Xur3OMY)xGO zQPEnsjB>v?Y{N8`kjoHKkD|F=3@Ir}qxAJ_RpCKbxlsx3NUey1zp~Y>A$%7jT%#&( z9plDsfB#-APiw_8hHh%EXkK4AmNk|?k18opKvPCS72;=stf&4nokAR)z%eZ?fwjzU zqZECiuuB+A-ko~oL-|!hI1{P+g_%y^h;DcVvxi`hP9q+^a^W^7K0BK=O|)m5*q~G@ zY7wF6IR_}mtXNZ&fbwJ@#m$G%uD6G25U&1v)V8D3d*8&ItNY;YVXpuH)ViA4-oD zA8yTxvngXR{k2IN=*7^sSjp)B1+d3!0fdt>XI-E3qX7ad%hPral;n}wB+kBaw&ALK6uEEmQ z4UJy>tfv`NoN(1_O&e2VlIT-L2AkECkPl0_|H9$zr4cNeB3CrKl+h3cTwtg&#Ga6` z?aYcVlkM5!xOJG&?aM%D%(Fb$WwK`~xQdS%p>|bZTlX1&5%8=DQxCQAuaOwF#j$E2 zkr4bhy8WbIBDL!B#vw4}f%b&ojh#Xrp8zpt51k3k4;)7HJtO~diD#}NQ0WIE z&_z@BSOvez@T$3Yns6pR2@L+x3%7~W6r~Qm!x#)P3X&$x9uDN}pz^!Y?z>WHp}Qf7 z%6*g*RZ=ah?k%G>Ol2))dKZ7|6q<{z&ah#wjMgvYK~4Ii_r!rW zOUy-sw)i-QJ9G2RSpfBk0KZgGRSA=Bxf{&pemRbZ zNSl@?+a&(V1aSSP{$0IrIb@`lmu};^zAoZNXVc_Cn(lWn<3XRoF|11sfu)#8C+Q!h zIPlsKvUiGqeCf4kiMzc4UWCOjDjy-_br#H*Xw}Hum;*aK*9xT7z!~)R^)U`;U>cXd zrm3zhasf^J0dP8*M6Hjg=8s^MjV8V7w93Do04-H>p5-o@g~Pi(Dj*=h4ezW8k8L+j zPL=T(giR)TOW|y!JA0rhE6f8U7?mwtOH@jK7GnFf_D`OjvXvdMT(2G>Y1zr1snSGt zM@ajjG1vXlx?B?6< zqHw_fO|oLPmkZ?h9~?`d%it{PB_s?)=@DYFPCY8&&cDUe#AGT-+-{)caux>dkY!a} z#Xe;zxfw{K3{4y)iMs8q#1U|!!bV%y6j{%g+XuaKf}fbb<<1b zy-nmZ$#H6wJLtnhg?>CRP>ptLrhkERZiIt_Q$Qe&o8hUye`)h@`xs|_g20zczg$Ix zxwC9~3?R4d5-z)i9}t;dYCSs=P+1h*ugm=ss4qmRqErFo9o>8t3BtCtIhxlx-@cALf^9B<;yCLXY`gwS`xw$P(r5^z~M5U*G7XjgnbV0;)b&xb_8QxcT*syv_RyGeW(pC_zE< z=IGn_vUIp)_o$X>Py!BF5fb0;4pRf-5Gt)EvTHQ+vK53zzculd3j>df6xZk@b+RazgAyPF0?Yrdt%zf)Z5%}C}a z82gELSeDHJQ=3>fc($Nc)uQ*ujJNuhaf)VLJ{3bR*-`2}nuLcymPznTLTuH`!Di5S z5Oh9Eh($upb4r@Jv$q$PuVlSbN*ya?#tC6jW8>1@gQMDHe-xzs3NTd%ti2_cG)ox} zFDo;uTO*Bm@L*QnFC8{oG@7>-nzGpZ?D}s>uC&q^DIOy_KYK7&u7x>ctY{aSUx-LH zzxf+dJ?ek7Sl#IYMT!eej9H8YRhDLpDkk&cV}ZFzr2wMs1eY#{GAU2SE!DisFnRz%e?c z?)EDJ5q-0-wyZj9Gg#nq;kmt?sA_%>i{27Zh;Vn(%>|Dsp zL415prS%vCXtW!WZAne&L;_`xJJ$A~InOs2Z^CI&yM4)=c1uM?tz+W>iu>#6gUza0 zF}#FLpUglM7; zna~ydlGl(OL~Qjoopz|_?SP^+3BBg5?8)b#uwL*j9j)szGY5iS&s#|`%Z1rQ0r76>0Ov?UKz9;(yd_TYx zwomGZn~r;W4!*#}CX+C1qTjp`fROkXH{ky`Bnnk-krfaava>SMvLu2i7#w*BFDr|M zEIbfaI?*6KI%sDUFO|pK@6dAkC1zyoO1=#s-~KvzVAjB5-yl><&_O8JfIQ|AciFXT znexSjGgP}7%&3GCtz8$vwh1%I%~-+d)fGyO{abgRUQ!2LK{=6^6>{9f^YcX3(oN$y z4yH5didb+;BOHav!v03>#Y9Js{CxS1UG3cn+?ty7Mtz$!P!12s-($MwlWT%rxI#g( zj7FnRjp~)9R&sAF%S&b>E%9- zdiX%+i&|d`xCKflre=h$=lcUY&+S06R-VaSdiIkd&Kx|3m`9$Yt>_@`(JVg*lskv^A{x<&8B!>i56EY3 zd7cnl+T$jb;Axz?TCIBV*k{2SHYVB|#&TMCo5ePlA z6v76VflkOw&X=AQpWFGOb8K)tQ>tDUrSHZ^>CJ9ksK;{&of#Wb&wmdULz;-;y^%2s zl%C&I?#~7(0|tm-$|;yZpJv#3$Z!_mc|CVM2ZgwS2RPBt>e{38$=GTx4}#upWE_NP zH4#?4BHZsi#@P0T$1(Yo-CPwu1ih>zZJZ?2GFNqJaXgEKtaX6?G5lSesND9{&Tbhx z?1PTh@Vnf@q(sxo_wP&XlDkc+_0YroH)&ss4$^|05TVAdFTv_n;xX_nm?NWHQTa@81n%zg8l$iM7*RNmo9lVoToM8VV&=y+%X)`fsd}JgG8m0M3hOD{$9Rb=*Oll7O za=0t)4}~RmlUI&)^&o6!?A?akBC?l|3jo6QBDWW=eQwWIy`kl_IL_gNzES-iVwh3n z837?-p~A$qNWCHb7(~7#**2bW>UY zRL#2}6diR~u^lkI0(6g8Mun(yqj^=<*wpL;^@a1TnTF?cg^=r8e~l?{uPm&vt=SCO z+Lgv<><4ie^GiU@vI|Q{_<$B@!W~nuU8Bzk@h$rcp_;J>GU;VNE{u<&$vO6o$qt|C z#h>2I4q#!+8y2-KY9zXE82zjDMh1+yHg>l28gppfbq~c<#zAl^C^^dB9_;iR#xgKzLJQzA z>wsNVt!nVvRYVP4u;PzPWvAjdDFey|%A@V zIhU8#3+E#qY|M)x%m)t+lPYJy;3yzS&={LFS!1hA9@_YAu=L{a~X7y6ttjpfI z@@#>l<$NsGWpLzmzln^D95cJ90!{#2Ms+ZdMlH~W*Z{{{bcBRw7HCQR!%d`YcW0-@iRQY1WnkxhV!jR>8KI(z!zLXw=IZg5c@?esSyDnIwnp>T6$)b*(UD7eL(X5LV>QP zqC&@)NZBtz$?c+{7JK6({3VgQ_u`(y&Jh0`k$V#+)4|$?{`4lA!JrXCw>e7?4k)rRn^@# z1`att*TjI{O9dC8$QUV!vnMAGeILmSfSUg+dVzqrzTwe;ryqVB7sx?H<$1!)lJ2I)ppM7q0EkZzD} z1e7l6knRRSB%}nS5d}$=ZV3Sa5dlH&`t9?5=iG75|7YAghGUQI-U=`8?|D|tHRoKj z(E2k)3qt3UqhN!W#7hna^R^EBt;i*pN1tWR{V%r0HyDm*Hd!p@kAhI<6S%kn!n7}@ z;v3q1{Z|C4ta^@s#3KMzlv=(&3ua?yuLiSe*8I*Ei3TyMR61I#Np`c4{6|r3i#=Yaqd3n?s8jvlI0ZrZ~nl2ef;k}KY?GMI#=&v2lqt}%x0na=-^c| zGc(KX0rANlV&Vu+ZEbDXOCkXv6-2bPq>PM=QN53$V3h?-#p+WcJ-YcmUUKAzp^!g- z#d2b{%o8VOo#V!iz=K;~$AVSj3&YoK>9OBmnsw8}D9FoaC;Oo({OgB7l7B%b(*NIR zCXT*iUy2v;lp>sN4_RXjlP$RPsh&#xHwr>#QyZK*C#OB2Hd~X1zYhh36UM;*jdSwl zS@;3oKkwEp;{oq1$-h6Wf6bpQ$e1}8{(1gc+hOY`|9z?YgBff(AGVrMjC+71bt?JfN^wQdCSz z31GH?Xw_IiMTlX7V*i+TSDB@w+@b0t^Z zcWR0-{d2V*$IpiPAvk+b-()~`gh@o%vxB?z^RxWr!6Nfuw%imA$i)Xi-a)00Z}7g6 zi%8zYp%MK$G-L-c@?yezS!odI1*hTUAXZbBdJ|&dWD{i3OoL3$!g=6T6mXk$!IY@% z*=Obu5(v*O({{jfbMt22q}M{2m!TWpCgY*KYV@HFtNR0k7h%M5WWO_*NSW-Tk^St+ z1J~+sLqYp-$u}{)>M7q$xszf)tQwzqVzGuY)JcsKpf)o*O1o++)9L6pVr3h|u|y>Vdb^PmkoXd5fQ5wlW5> z3RVCL+wGG~dd&fqGE>Oi5`Ijv>k^n{fb(uxif^Yv;i{yxbm(`bviHCgoG5;5h>44< z9z|us0+t5gga8mjd@ZmbrdMLTJVD_WE02W4{bi7BYrL%+k|m6{fX*Wo&_C`3c_1PC z#oqG|tU^Yvvv{BP4R06C_W;`OH0TeNQ8K;U!xqY(FJDLv!MO|G;5VdwD29b~a^7$* zb^)Lgqf>3HuuN>lGYNC;l<%Nt3e`P4JuNRlY(`EHUL=)#4bk@%l$MHEqqXo()FmDW z3`6ZZFwVfrIz0W>7+uX4K+kC_EU*u_A679n3hWiGIKsPfb@9Ao7C*k30=Q&EeL4M+XA0XX=5OZ_$rf;AVux)@qlH098e9rCP5>kzEo~WRVm;JybS7 zfB#!lLP-}9(0{@sjqafQ>X9U~aRG;z^6`Dxzg$s*6p$|_|LWRi??|MU8R^JyVZ07AQ9lM0a_hN zO7tsSwHtzuT42SrwIe9Gw1I1qGj?u^1P}P)Z~GO@v|(dB&}G9Ul|Kb8Mkm|>$OBC+ zap%jcg57a&oee&OcO`uP5n4NuM-!CM2tnx^@cWE)sxr(;7_@Rwcq=MmV4CBI zfro{OWK2;KRE3u?GqAFp>U(cYxK*#CI5P3#v z1PGPn&)7I}ar?@s*AHPk4g6lEH|kCE9lqRw(_q%>oKOg;jQ_h4aA;Zegt{y;6DZe9 zjdqFOb&x>)Ak79qCm8`n-5y+g3<-!jpc{ZyJOO|n=CIIz2l*ivK#Rv4?}fgD9Q1;m z4tZf6x(VOCuOWLWhAnn-iY>5Y65-x+W(O09Y7Dq-5%ma8FJe$%GS6+&jxrP9)eQDz zKf14<0^WQ2WBFAo_e*yG@!{BjDR4qx%J#uYD7uI*jw;PS%@n zw-eJ=g%2eb6hRWBlE#WOd$YUtEdoj{EK#^CG+krBEkxpckw!$k0&fcJb$i$lMm}h_ zX>bZ?i|LSsL$CjIUjtzQ*(LnVQZ%S7-*HP#ODz(^*@sb5tFZH}=s-P=3=4J)a6=;e z3yMWpbLJ0s6C6ImMig2T?!d}(`A@%=0)Bwway7I|P{;xy4O6x-0XXy)hYx}L3icrk zV_;QMN^P#~FX*}ycTGr0h;T=PhKaBZSl0ulN-KlO4$$lE%LVIMwXz?GXDbB;zU>?q z1dd;b^SW`NyyJ!|6*;rVCo-k6)(d0#7X7bd)QG zvX}-bt7pK@IUzK8(Eeb?kX10R5@it&(}S4I7ombCCp4i9Wd45o5`E_sU|&w7CX8!X zaHURc0TBrUaZ8?P1hfai8HNi-atp3@RPofH0{1nL>uTs_D0<#CwNsav#1<|lQq#xc zN(r#{Iq#lAHORmNXy4p1?7`9!CPU`vt5D4fJ*)QkHj@4rI;1(-8@lvpLhMRP5fHW` zA0etbrqEr230gh}+>{iAC&2n+JvbW&!@vVeO0L!=3!=q!Aso}Ad9qWMfoO14w_s#P zecvVblw|yB#>L8|QJnW-{X>>z5Em6uYM0#{4TQ~W&ct9yYF|SnLmbD)>ErbWE>ZKQ zYy#fQ+_B`U`Hi!Kjvuj^!U4UB)FLGKKu59u$-2h{SGGD3Y!_xA=*_BV4nQ>J{Wf3- zfLtJWQ8XD?d`gNdS&y<{+~|aXQl)VCBbmo*wA{B&9ylh^j$NJ3yUM}DMgcE$Y%FH_ zB;+2#s6{5AY4l_9yk2YZygSw&N^PHi%e50#yMEt6c#`(yQOdf z6KHL7K+klKipUkqfs0!YbQ`jHIQ67q%b=T?U?Z1p8S3ws#9^q1*%~CE)_~u4r@6yP zsuk0zkwPqfKB?ld{|o$1PR+s_gM5dBYXkQkJ75$Z9o$`MJy&=$KCPcix=Cr3+shnc zK3zK)w;_f{a~1d{Xd9u=#=p8Z(sEBE?X>gIYL|x@YtDZX`%OhfB#e*obOCwWG~E9C zsA*7&Iyi$YaJ+gODuoh=e}d@}1b9B1j&THg9?)hW9ivAr`K`ypTwEqqau%`iB}1md z-dp4ri#vmxLnV0{)$d~XX)sQXk0)PL03CK4DVa8xA593x0OMIVr(j1w?GYZCbr0@N zHLQY+`;6oe+yCBWqGnD-2ake6`O7b8Dwo?l(P74Z&eDE6yzr8;cKdAyFJvzg4}6~* z;c&-N8Vd-^kpcPF8eq9~f$Sx0|5lM5NReU;+EAfp@ln*_T4@Mqvozpo+BE_9$@=>v z*OqM`ff_Y5NuRn6dN;Y2Wyn1h#C&wjgitvYqn9$>M!18$EPghgw#{lZ3KxKl>hFX9 zJXxhLwDySr$WUN!2UvJySi0q=S0TM9jN(SfLm)FKH*U^_dGuF?JOvNC=LaHU4`6A^ z(E5lDI9e+wUZku1T~*zVxq`HnmORm-{T@DhE@TZ@^-UAi3;Bsjv1Q82N0I0fnzlf9 zqH^5#x-fl#+%RROk?s;zHAOf8!)qX{J@Ox3UM}eW3VBd&1vpXWHKhf-b9#dc*SK8C z?p}XD6_1x9@$6~3l2vYv8qy`~oUMMYM}n3@W~ui}^cqqR*d74=p@F}FM{V1Jy7 z?1ns2<~YJKsj1m&xP~_;zL^i*y{aQb@{>T*n1X^kdJ}+4HlNQ;?~{DTErv0*wkeT3 z9#LJ~?HT0`0;#QBX0$~z2dGjtT`g)^mDLhU&Hvez{@;eRXA^ceUmCXV_vV>VtVXY7tci`bt^9%Sco z+w0EB#t@JhF7R;_cRKmS*ky-g@tYdG;==wsCo=C#Yv}L_fYM3q7C3ujaMf-590Cu# z*WCEd8t+cr*p-^9YOa8THqh->HF)?UIP{w-E;JLy5;PjP@0JuUCn&Z+r-RtcI^q`n z_4>5Jb0QtBx^yh$H@X6NuUX~B`wL4kqNQ0CV-9{>=ezNZW##3$_;xt|KEIOMo&`>b z?b3rS|4(nX#8{)sy-8su%IXZEbl*C{%(aRIgs03QTo)vlSs58a606FG6{DQswLfoY z+3iUVfZNEQU*ET$O7)%J%1m|rP&Q9VKE0otXaYvbf0v{$m+9!(AJFWHu#e$lGS&FzA%E{E=WXKoB{+z;{- z51r(5X|Y5E%BrhllX+Z}K33BnFOE<_pO7Yj6tP}~K87#Rpw~VMZqY+wV!W$J?P4M# z^9fN|KsI7|zgnKvOKR#Dl8%_!{N17I4&(z|lp729v@UlL8F8KABq0A(_VU}gmDHb0 z-~fqjLMKQ+0#>PZ%NLWA+D38WyNxc7Q7WZN3%p_dpV zbglfi%>h>=lLE|{2cSM2ES{Ucbu9qGny{K?wf=JRElZqQy_k?brxI-D6&}Iv0W`$% zCr6~wt`AxfDmN*?ucV~kb63+F-@bK0CFA~uCO>7QUG`9~*ag_IaTQeBEJI37Hq5IU zZC)ZSQCnwF8s^_2CM5;Qq-o_mtau@dqd5ReqBk+T{)Buy!nN=$X9soYo>wUH~jWZ+sQaIa5s3j%J%(s zj*mU^QAv}~ZkXM;pN(E(@LHqCpry}zuNp*4V^0=pgvb{>rqu4A|81|GUyb8&K@Z9c z67@_4=J>!=KC~@}y|F!Zjw?0Az+dUp0n55S(aY8W(}v}vIwH{IN{+g9_$i2k3F9Y) zKos!0u1bo>VQ%I4wp$%=&^APU9Kwt7&62)%&b!-p8j`i6!(B&imhjH#Gi%G3M60nPWQdx?H)75M?{C%vnwNXsb+GYB#cS*`l`WEoc1|ygv`Rkd6p{7vwT$E>3x`>jj2n|tpuN#k9f0Yhh2F0KJo**qvHc_Xr_=G&@!eTgG0 zKlQh_po*$s3*m9p)v^{SJ z8;rZ+uKQ%;BNO4L@$=UeCwmpdaSh?v@5Z3vi$dE=h<%@e2dD2W;_BBK&z7rEKFv-C za@#xVR!cI_G~ymw3t`&hxL1h9MEsd!)@qS?y|uOF$;DHr1cg(+-x}sO1EmNT30Omf zzj}J4C9&8AXSbEK0vHq)bA;H;OGh7bDQj?<4-S5UwSad25$A%uP4A1nmE8Vl5!00z z8X-6Hgy&FlWu&DcTKDS$NDT`VP768_!78=xi-)4%8j*Vb`LNX7NtsjP5)=zrlRf-L z=~?Z0Sx9aXsg^v&W6|E86QjpfhQQj&GKxysNZWy_``NqRZrrb7LW?X0W*AQs2&VQa z1)b_^EJrecMvi)I$>~@oF${p3EB8k@Qjx=eRJK(YN%K~!j`o%%}>{e#c3 z>W^An=bB>DLEtF#c>u6&tf~Bm3vPY4&SL+Zl-#Y6|3vO)7P@Zz4gfB9I|g;0OCZvs zQ=2G*D31Gg ze`~5Nj+x8-9MKjavRqsM7l~QV9WPzAjho)ox!-yI;H*}Fa`A0Lbf>vXV}uc9(9BR27naoXRA>MxBJsL==VII(+*Il91L$$Z-b-1?ukUldzBUo)zYG*?xNy~Y6D|-BtpPT4$mTYB z6wa(K*ShV(=|=3bY@X6ovrwpMq;;x7Cp zX#gQ&Sq8+~VxzF1y2GxMzK4p;gn<@>Q~P9pMTb0}Vco#Dyv9PiH|5~xQBMg+6o8NH zb;ejPbgUG>ISRUeO=(DENi&!EzCxpisrY6O#8=EmEmrR~pGY18V2}m*OWb~(mdMn1 z(YtFWB1_=5c6EDuHWLobjrvayZYvs*nUmwKY+SEaecW$MFhYp{onqt84q<iMq1P7-9QN>nj&n9wJ6e5vi*& z%G^pF_L5E1ZRLh95rwc<<(3~A-LE3>0J`NPro}=msM8ZQy`N+!dX}mo?hX^3j28Qe z-p~60f;Zg{h`6zy%={K1ba4h-KRYyW7pq|)uC{)9xpgr_Z}^Xk9%~5S5tT6%9>R-V zz+5H)Kjx2~myqb|I#1`K)6r7~F~dT*X1mwu;H|#$Qy1LjONUZLOjQh2LmwbFiqYT6 z`0{1;1a&!LtYxtUG=hi(kf%N+<7Tjjy?~B3zIH-*_Jk8~xtw)nFP~lQ-4({cVmtFd z5vrQ#Mh!zU4uW5?6y%t`mh7CI{X)Zg2WOtZNp(g;* z#Q}UUE_rAmBO3qY)t>6Ck@>Go_kg=pt= zch_;rashQJ6Csf@?VOWM@$(Y7D^$^c#F2jw70MOx7?vMC?MJ4e>f(dT^``^`S+cnX zbO;g}OYVcfvqNa}76R&f(@QvZmGVC+1sFSK8ZNvj+)5P6x&)&WYphjVo-Atsldb$C zdQ5ns7D|}Sr%aSoQhG0QTP$sT<1Q{YLtij2{ZNeP*8HP0OCjHf37EmJ#BM3Jfat*M znn_50OX&Nes)bvfgy*xP(zEuj#ea1e!q_-CN<1ie%x~N;hm`YYF$C{5=f6Kb7pG}p z0(<=;JF1GBC@7IRy-FwA@wqIhGKVHO)>buJAf|`svbb~O8vOq@Dxkp(`=(G4qE2(o zUZA?(XV4#Oc z(KR$SLN~r&Gp}~(4`CceQV+y%BhbiiOa+?$AAiEZfhPW@mr9j!_s% z)Ws=hs|x}Xv^D8Pnr9i2BGajK=*3D_p%X$ZiPxnrR%LzlbF1m0Y5H}-Ek5KZUaLq1em zBwT+V8gSYZxf*^P#goSP`Y&4PJSc4n2o;AppOL+E|23qZS}ktvWI zR09l}8HP}NBE5^D*f|{xf93L<>4i(8aAUJ(T&_7NXazz_w%$)$2nAgTs4jjySd$o+ zOB$K}^alP+(aOgGeD{XyU$Ek2=*~0Q2Z2hDTGo-mpRV^Dd<}!HNs2E^zV`zeuO*6A zNM_nRHH#-KX;b9Oef5Bb4~J$5!qH;4_Yk!&sFU#TMYgt6BaGm1qmjIOZG3(_A~M!f z`zZ;8-pK{-T++8>@?PWK%E>P1A1yY;N5Od$MsR3B$*!1{`lF zdHv92v;97kRQg9f_5@Z!oWl^Zy}ll?hli}EkLntF4Cqh))HyVVw1;)|9v!eoJS;?_ zq}pSRfMF*Q5J_}8JYqqH9p=@kytRUF2aEs_0%M$e1D7Xd} zV0$*EU<=<_P*_0zl&^sF?n_v6Af&(g*GXuEXfFG^hQh1m?d=z!-9W6>wzvrqq2mW{ zYw(-nPoF+1jKXX&qO)k!OnBwxY6vbFPw-@CVc|O}Gb5v2+%!J7!5QDFulB7L*x#C9 zJeZ4|jc>~#pX}r3*|t;)9Z?7~=PsMKIUPN`mXdk?c&}w8y4`4~re_{@THf&-w12<5tN}8{D6@W~e4)E$E^V7HV7xV`%#w02W?G7}WGwGk3x3fS zB18_QxSX<#M=8oJ*vXjC{+s&D+T=&H6k8zn2UL~-#>)753<}1QG3Wq>goAT-;;0_* z6%w=(ykuGNmTVUZNG5QznmrdThpb^u83uk;SUHowVFv6^{#c^T}Bv~#d0r~EE2 zkH6zX=?f~H>V8Wei7S`D)MLXK1U^Y4jk&V7U zyxQ=}RMo+ySwjI@ZD%_AYFr+FIGsk&oeW}$z@ukS^tI#GmTn(aW<)Ynq)wWAo~!jAUr|2k zpYP|Dldg!|kR(i7M*0A@2ILV*N5|1F=5;D!?g(WTMhZ>fSHdbETI^LFEh~FzYTiDrf z8#q{d+0*j!2=Q?%+Bn$Rd(qzK<>i)fb#nF4akH?p;g+@Waj>${R*>eFcJT7lwDFK} zb#`-gv2pRD72;NM@v`x7b9J)tvZ1xLaPqX_mUnQ1|HLhi_)oGnR<71I+^RM%c8Kr6 z%Ok+gBM#5|?}zovMVR#v4NwjxF5%;_| zzW+7)&j0vEeiAS|zJgk!3-&2MeFzNUk9&JOaq~hTOb0GIsO^cUr~KoAU?QW zyb-m7DXpztl*Ph32u06{Ic(`lRkMzN;d6pI0mhjxz9dZYh$zGb1S=-b%)K<^Pt5-g z%Z8Ow81c78k{Qq?K3I}P`e%^?@bT&l0~3>1B&Y5WrZ_Mh|FHTB=zX?Z!|hf>xJLB= zXBp5V%y=Pj2~Ve~W~*3|On^IzwKnJrj1p~r?auJ^0`q{-qm}Seej%N zwwDb|Z))>p+4I?~Q+=JB77Q=&iU7nN4#_rd(+yap~#y1OvsYjSk24)o-&% z9CGUyKuuo<7AB2|52$qc=-$I5UvDfH$!GZ?cr=V)ly{de0G9yTP&gj^ps-4dY0FZw zUhA}C=mq@$<5)Qda1S1Xk{=}T4)bsJ0s0}xoP&Oj>w`4_0dp8&5CZ&GC*TXYt0=Af zbK(+@m21+$1SCtT!*SC_#(e-7A-C*N^f_V-Wn+zy;HRj-Hx+F5INdYM2B`i^JI5vv z#XeZmg*M@XpqGgOlH{bxmQC)!Fg4{Ic-34Bh*U8De9uxajQqMr9}ab<0jlsRXng*p zi7otnaS8Q;2oMcm@D?xI1;sdMmcT5e^j2}B4neU#@EeIqNFq6c&JK$jhv=;i>28Uy z%(SnW!}>P9P0?0xnLf1h;|m0-|wP^veotwJk_Hl~Nk2oEjhL zC#%zexDNl@Kwh!cNU93T*Aw7V$kPwytU`q~zA(2>6bb{k60wqOuu_Z9ebOI|&o>K< zdUk3$SPGH<<)E1OWC|LET=0%{`R;)-f}YQqFf$jQkz+E>gz)n^gP~Qf$@uE@E%xLh z-#s|&UV|_i2hHybHl4`NT3~tLRUS_Mqn8y+fPaA|et{CvYQY-wQm0G#Sp8TLZJ>(v zoTb5m+-bsVCl34Ih#F6BC)Fo!<#x(ts;U~-Bf<{1qvSUApOZUT09Eq;_QWFLR1D*> zA1MUthTD5~>zIT8w>Y z4}kBw9Qad>JR3H@_}2kdI$9Q@7)v}{`w=$S5bLG|EHJ)g2pX_}*BZtvbC<)V{iwZ| zAVT;K>!nz5!7FMVxFJNY4)fjv5`Xsi$)%Qwqp*P;)C!c3UgDw&W{v!paiw!9Lvk~) z)eopTB=e&CK+#t$Kp@Oe#ziEui|Xm(saxN_hDAGNDj{$ov7*dGSVZXaF80WtBwCT3@3D2#{Tun)zV0IqY=O*EWfCVKi}u%@uQ zgF_adL8*rI(x_Sa{q2n<1YfE*IcDW<6sN<0iL{HR?doT9Ts5TfR{RRw~f>?NF4 zcK2;;@eRYd2~mUz3EX|i4$rN?4aoU2je`7Mw1*^NaVjOgA=O!y2FsCA3fnzGS2gIWpaE+^9{*7bu*O8_6`Z`X%=LWF{JB`sN(5yn7$ckQX*fy zZFz!~VeeG>*2k={n_S$X?#?hl9chE9$X{4R^l&d3WX6c$Gm-&zqxQs>! zFR5wLVqbC@Ky2Xnql#6eDHFTQ8tofEzZ(k&$?Pw8o(#1Cl_M(WNWy;^k*>abbvH*4cM%M zK(ss47~°iI-k%%v{|aPI+gQh)S?J61#ExIoA;4Z;aYw?Y$qRG&iZq{y-jfX)rE zu$@P)3$PVr9M^?Gh%bbLZyf*h3ps_@Jk{E1%NR&PE# zJ8ONc{}5j9uK`~U@T7Qg{d{Qe# zHp@K1L7|+jFcEkAF{zQbQ5URqAWs!k6e@<}Q^E_JDfIQt@)CW>`g^hWlmO17v)lWo zjNXCm4;EJmwN4*Zx&yX#N%h6IWu!2t?&Bk{ypl}lu+n}O+UvMZ6r*;sl_@5#L3N{V zF zQvD=aF*#5Vt&mw2J_Bs2loxg)cxg8k>+>8K)ac)Gm>kvR609(&XsY562SOtl77Q0y zN`C zfX%AzLryxGQH5Fqc8k@6S1Hcbq`mK43^pRnndyQ|m+shu_QgPWAH<;d7=u8u@Y&zc zf^?e@9UVL+1f+g|$z^PY1_s)aECd_`oNWHA0X?8k$f6ge#<>W~1j7u%9+0q{7TXaq zVDi_+MyiHaLnnAS`3q&Y7*V22?--?U=~SepnLR8#iEMF-5d&j))VDARVfYlw|v%mEqgJ% z{03z9W7xV;X}rKR&NE)Qv6I&MYN|{HCV5ejQGB0Ln6Mo+2b;c6J_B;OwvxYyL!z*@Xdz#Rq||B@g3eTtFr_d{(h&Cq;{G)51KQ3s zQ25$}84BwRAFu~>IHGpN8oScVlVt5dk+iMT3{vQMHFhv(pS;z_qd-l0^;>6}_y^SW z#+EzMP_d#I#NrHN%*m1CB_0Y_qTapBb@xGqQN_mU?I~J6ueB`p*fQWlPO5kN9zv6# zEOL_2)F<=eC)0}Qu5qh7L2dL)?rLHx#e)65+4{Ltp>&dU$B3>oN)VGbm1Mzn`#mHNoOu%o;i%RCW1O$t~sR_PVM&TFgQt(o&sZ9kD@5ZI`qGo8J^`Vd+$|kEvEzC{#yNGNs-7y|+fZPG*#0kM^iwc2m8`OvKJjq)LaQ zH5ppnx1~^C^D!GyFFutrtSV|f8Rzq`eod*MPzx5KBedHX6aqmPUKWT20pOfAE3&JM z5OtrzEyfUWNd$&mx=&ni!>>svE6(6J0w0`*tv2rqfv{u<9|l>5qH42rL1-^Wp_GTN z^XHdY0=>SIPkf2KOvg49`oSiOlO(7FhH2yOT_|C0i=IQ>w_}~zzIOQ8dPF(I?5U!ZDs_KTTL=uL}~Jeu$=R5X-et6Be#3$u-y?QH+h!nYb*hGw#@ z6&R#43gha(bjQlB&rRfN?SISHQ|NOv%`((@g<#6lTlgB*2116ML@*kv51=lPxsC6c z;@xm-JC=s1MEx8(4j$pmGJU8U9^a2X=&O=&AK0xng3L!P=524!DpvaJ`Y#_VaNOYq zgS=srRWYP}4L-Hzxm^0TARV|D4zIs@5Aa&{-t=m!vx7WJpRN9W%KOd>cxy>?GNoeB zDfCuOr{TI}ai!YJSqEv=Mx(zulq?+pGMXT9wf^|mCbqsA(jrY1`v=PQKqLNKXY$yW zPn1 z`w@j!rt;cJ7+!M zLSBov(yYDFekU*R_f~^Z(N!e~2~P0rO`l+($zC}XQHUa!giMh%-11wIA}?jj0AnK=mbw zJhk7<#P#S+sff*k91H4}cpoZi+p*j#oinJDlTxb=HDH0AtZcaG3m5e|FM5TyfX&f& z{gpRWPtPeSb?X?t{`wv z6D-_ID=S=|90F&H+Hq=1SlG=TcejRkE^&M}tz_fr7|Ah>!q#M*@jZAWgxq!enB}7F zUL{87hkdu3WfB>TbvU4KD6i1}#;92kWeUsGMgXT|j00FaH8BlJAoefQng&#+UXUO* zUPEGankpX!3LWSX)n5$|I-=g?h)=w@dWUq<5qtOF=f$}y?HD`F$WM85Syhr`1tW8e)_=tGY+4^nxZ>4Q9sL=z_o z>G>OHAiVHy*niM0P1^V&E9!1dIsuciBEtodm@IyfhZ;!@F@!1&E8|*L4!s=)%lq)b zP74Fq_TtV=@lv^ogOz~->&>j=8O3%CxiKsEG~KsSSUx81v=UEJ;5fH&lY0*Uos;f% zxF>73nUe31*M9P~H-!1Aj5M~82@!?uOo$N@pavxJ?R52zmm9!dVFFszDj8HZx^MR& zl~cE^Dw=juyWgRDr9jmwyMsbnw?SgGV3g#M>syK!Zm=l$1vWK>K0#65O%fU7lK zj@84LnOlcrB*5bJo=Q^E-MGkIaG3Vx!FxVShqS!|W~p8TM@dE@%w_YT?+5gOfma@7 zpPp7CutUhR;JEGUk&b%iq0RJPKfIX?fJFE{n_*spw({5*d- zR;43sJG0o5bl$ui^IZi|??o-iIM|D1NyEW?`9@Ik$E9o6IkU+OVyEgw`CvTUqX#7_ z`Cq3Xs0QmGhJgm6Wpe@{NFMSwe~>yAtU0%=QwtN0+P zdIjw&l%Qp&DAnm8$eL{HA(`JL#vz9w+Gm~&cC5mY2~b%L_WM!L&?N909VqT8DrmM) zL6wgZmT}e)CIDF`&7}}ZJY>zY7oKx$#@2p@E(UkfR&MP1L{|h=Wc^ftq(yLLmKxFjHVxtyRQERP!xeH%C?j}0T9j* zi!1M%1r{2c_n+T?=pw8%;h+M@A~}qIvk$=1cpDe3&0{k*K0f}w!K-kiD%iRVAA@ol zYthx76$J7fEp_izU?@QQu_6vY-wHrTP`64&BBn^kZs#^67y65q0i+MWpM^1+58>vL z`_|68#wa8dvE2!Z$fD#O17?eidyj*TytP4H0WlRhi@`U`b2`1Sep`Ggi_fN)7{*#< z0Ivy%=bgTHi~!_xip+q648vn<%=tBX9%GVZGcpvFF26ZL!MbN8lPoALu@w_QKrVWr zN&F;!vIOrj|Iwi88Pu{) zp>jpeV2u#cB#2@yr7euB(%vuipzFIJJljby^_eg;q&@oibBd=|j}rAa#*MVt_1q9~JpCvj*{Ejn zNCkY4OhnR<7w=SUHG19E8ecCBZmxWH zwU|Z?G5B{W{w#Fzn*oT(S-jEagS^Df_Jd~Fk0Ep6F2Hr%;e^RJ5j$L6qaWYfyEK4s;@=QrJ2 z_G{Z=A%=6^%_SXzSkR6ezZc}l1b5B;rcXDLV?8!(9q;{A@q?2HwiBzTih=dd)z`Yv z%WoYW(^!1+q}7Ur^=Z@e^z=k|Hm{qld1o}cIl#_yPD^4Wi@&15wqORUk0-9eUAgw5 z^FdNzDza-SfRtpl<{7Wp7mD@YK@+*XaP#@Tk_lJ=q*-hNHxXf^vzZWqlYAkJ-1i%H zac@sQ4wgx?^EzVQyxR;c62kVE58VeqD5@c$c&lXt1lp}nuY`k$Hy9wvhyB+k6Y>H~1j_4`3f(C?>I_)1vg;WSyS;Tpg>_bx_lnPq zz(@5VT(~@zlA9MqL8C}X916)3F@Oda?-k?%E(!(Bgi?-t?z6B>+l_m-E}ez{V3$q6 zQ`Xn>FqQjOrUTMP3bidj#XuC9zRs{sqNnJh%P~wjGi)E=Be87NT-$75dL{Wf_SWdyKBD)m)+#~Ma|YDm-Ei@uW+>vV zepJC2boY}5xc-9DrwtW{9_-~1{?M&AyN9)!&~MW~*1ExN1qXa&ZQRfQ;)HF1EUp)# zBe*Q9+9!y8ggls}(Jshx^x)ZF(Gh_D12k+ z56{;Kty=I_Y`tIXZrT-S*lm=I>rx7x-TC)d-FUO{ZF*^PUS3Tzg15-X=V3kh+ZNi& zFJQC)TQEtIz0vSH3SD81GIcEkOh)`c5hxJ;`DMyQ)VyZO){m&W5x>^?3r7!~cS{jU(O!cM%|b4ybuI6W_*R2oKX;3&L;1{y&eUwz+T1euBJe>}-%9@N0_g@!B> zVVDmdZwq@k%h=3I=o46vp?!jvXDdr9XmDu0?cx z`7?3W-=7K8z;~3n0YifZ+TE(*Rl3ot{4h^`pA+|B08a;VCrV>Y@)3sZeGb=k2=IUQ z8b5_U764-nCXm#@7Pwy&FuY{*=Z^qism78_JRn|1O@{sTcKy$!10so{u6QNzY(t*b|?a) z2z=W@LF?-1jw02mz*Ri2FacEJaX!>O*n7vCo-0Ks$z0xiW);0+N-xv{0o%3^`y zqofJSLJX2;&#vLGKQ9pnfAQ$-S6vs%`Iazcy71>m9D^(A7c*EtIsr>)x&^A_+jFup z*YNEbFx15_eJG$193himcW^#hb+R3o0(;XM=T3OY0iFukNO`;>sFb4wxpm6p;>_SQ z!oA01MD<}v^I&K9koYz)N5$_c+YM`xj=YIy%-{pWGVgicW%fKFYuqtkYp1>P&!CEDp z)cf}1H=+W6j^5Y2^7zTy)c)?>J7BSavh5WR!T{fJPa~qh`P=>E7yBS??tL(RNiu@Z zL@c|V;0}Fz%`F_Jxy$FY7>*V|fcXN}7QpUNS!D$|vro_%go~ZmFuC7`q6}|{!WZFv=mIAYd{o49&mr@#@xg|tqBK!uV!QAcUuZgjh>Jp(I*svzdJv9`p|k6V zW+`YUM?vT7VhH9Nk74K+9jS7*o+#nw4JTVZf4}@yACPvFoWMJ*!R}K+fFjiSP4nEK zAihN-+NzjL&)Nxv!1H2w;bw1RU}*`uOerU!ZjBE~R+o{KGiZWI?h8yS0_cNa{tyrp z$HQqOv&Jlu_^a?&>r7~)@3w?2^A0t{zCP3Kxm@=_nQN<5ttgKiQBA_e< z=3it&n0nNU;8RHkN~dsyxC`oVQSNFPW1>Euqv9Wlm>J~&r)?V^R>^-&qWJ>r8Hnvv zpP02~y*n>}StCpmKcsV@TY>L#)2j!$$bD;|ObaP>8+xba01yC~Bx1M_SHuHh?}faN zRBbRcIX!pzjNhXzJScig8-3DfhsaMC5u7!|>gs@^O|%at-dQeDxNRXzsk4UN9Eujx z4c^C5uEBJAx~zjPewIf~4_a)|?4qb?vO(84xD8!u;r&&XIN&Bhey1?3P6vEnG8lZ6 zkfPpI1)l`tS4?${NlwY((Oc2Ve+llAzaYDBVf@-Mf?yW4IrIPz506&mwgm6-$lnI@ z9^||Rz79iwVqjk3sVC!Sq%^>Cl2)ZTrgJwUFcx_!OM*>4ez@}MJt|)c0EcvAFz*J+ zh}1s(Chy+k7mKCi8&81&z-idPs?_sE&v+Iwj4gzq`$!4PvYR-b zMRo|;%HaSt!+}xj9;ao3a8a&CMH=eDRDxI?&jasEFQ*qYdQr3(Vva;EmjHpl?F~9% zV{%_;#Y1Ocev(BHPE%W8ffOzS)1;fBTe_yMWOA^DLd&*Ly z7V+0v37t=$o^O&eF&{W!7`3|587Dy2nmhxL837KjeJqf;Gc<`XH7N>m^mM6bg04>z zrRcFFBYVuvA^}u+3c3@{Cs72kmsV%v+>VhJF9)ZU9p(ejTQz$9U=R&0U*8#^=99zP zwJT^U73#o&Q5PjQZSyGmyK~YrDqH%h)fDRMUNu#J-}O+Vkoz1%|C=#TL_9e`gUARhU&h@x;gJ@8<;+ic#;M3V!dO@2y$ zEzMhmBe&DzKA@q<_^%KDFfY7@LCl8%w2}f)j`ZTorNj0WGM9O%QU+KAR|JOKPMBy-o|W3DE)K^?&Q1B_6v zSQmiyg=2t_X`st`APDEHH|R#QAz(RV;MG>ysrp>L7D}HqRxM+;2?Ku}}=rigO3dt*Nh+@xw(UY*4hNl|ea+>snsJX*u} zry6`%OIBY=-6h6&a}R*33ZEkVm8Iv+1_av}$qC0#$Jug6;~1=mLRjPp@#W)!l>;Yo zK$4{vPv*I=%&5>>sK24jZH+0hsuokA$$K^nRGqx3ti_javCe5p?kP|AN`KDC)@u@DdT3v6NGgxG2Re0*%Jjw2}5&_&16?$W@K zK-qrWTW7-Oc7ALlv`P~2su=P*dH`gKz4TdZcOsSr#~fsZXYJ+sHyD@T&XrM1{{ZVD z0x3Lq-Aq||`Pl5;rOpoZ$Q}@N$zmPO@1V=T4n~$^%-2<_X?$HSsM^x3#@Wuvt*mwn zcug5fGguAbBBgl9BOAO6DqL@T1*Tc2u___yT?RT-{O|>0Dy*R82n!4f;(FtJWdFyj znn|(Q^0l+I)N?HoZX;?n*$R9}O#0K!9{jpS_kEo3sM zbPTD2KniNmSAWU9AGUi{DOv+>;Rul&P*6~!3ntUkZ!Zm$_!$?Dk&hxOWAkRmAP?Tf z$H2ZtJW;hqjxHQ*{BSAR>o}K>aSSVeW4z$|GRJGzf^(c+j0Eg(*q4(7AJQ|ZruaOx zNvC52gD_i2BoJ)cr?DQATHkZW_G~xx;EsH@%;9HPrtVkK)J!@oX_|5h&fH0Zyw+yi zdtq!@s!?G2XBX)LRSK3Cg&gCe;^zAqNVB{jE(P{YvDm%bcTf%(Ieq$CHqq&b+VZ5R zt*M3`p^2ldyy-m1*xTtkU74&-^%!|N_Lv5#@L5bDoHGt7n7R|HcRaQ2zkCg6l!Ms1 zS!{#Udm5To$NP2qu<(emUzTASEgqIzNkQ(*An9;q5)vXKQKYF3MYWf;H=@mZ`5(>=_lp1MajW|A7iNUcrD_@eCW z{9LOZ!Xo5IMoBZssXJLP9dy8)Kw$UZ|EPrV1t3mekktQJ9@<$ z`GMRrxGKUUXz!9(a1k4&7BPkyrGIXIP>4sH!9oee6B+In^a7p+2JjNnn!a{^gkxvq z#NV-(Uku3-1LXU8O&HC{YPJ1w&z}>z`ZuXa(2n%`4+!ETR~Uura==pTiNR0l9HgO| zjnkD=7!c_hL*3Rl|Iqcd1}B8Arv3AYxY#RS0vd!5r&I8Xf49;5yZ&o-!%$viqnpz5 zF+1>*KE)0+9>6mUV^|*Cdc~lQazYubGedD@Tnpqq?HnR1b`-?^I>blu5%kfkEYUJR zvqS&gRdlP(8I^u`*h_*`D{i?pJf%_13mnbOMGEEJyGB5xF3qO zH(q1N)##7o^dq2Udd{&oC_&Bi-}KmjczI37rtjIp^b_s>Q1{kRRqyM*FfH9J(mfR^ z3F!{$m>?h}B}hsMh;(9}s($u(o)P?aUg{jAn!D5J3wSC^H5G z`Nd_TOp0%L4LEPi;F7-Z2<$KHRwZX<#d%(a5AtT?LK+@;J=sO@42m2`bjBqdwhe(+ zSdyQi#`PfzO-os*GR<7cE=m}9hEEJCVs}&cjro6#QKR%( zM7@*;{?5BQa(6HM z`NY{%_4fJl;OhSVRRg5-BvfYC({yaLF>5ljseUo~X``SESIf_E`skt9pg`|p7e4*w z$m@y-IP6?@{b*^L&x+^mS4A@l&l1>xm&FKO7CTxg`Lk^A_!OMS5yGovLAyv0y#h(=msQXBj*QN5B`}NvJw<=iqn>st&&{D3PtK zIX$YRc|;?GmEgyYwXpKO*eo>`fL5(j%1N9DD#aV{pju)xXSH@x-_}53 zQFUom{qwti=Zy{Jmuo2?v$$+dV9xHHM|%dG?wwO?Bm=t;fWmu3aPh z%SxSQzKWRFi6RcKw(pKE!~S9S4B!9u*|OrKDDHp#^qjjU(}wOeJ7a{|78$Z!agXuUPyFsg)&n!Frvt9gpFG&|n? zaIFzbQAw%lR>uzS7weZ+x|K91-^*Rcj5GM+!Bs9R{-$&Z5`vm7K73c9-xw3Ny)E=b z)zbEb8xnC<()N)sDCl6*-BT=t5^p3n7NnV2R_ zLUV@(div!gR&1l!0SLODFWmhtu0IoZGpRlhP6k+%^D!pwK1F7p)m(6Uc{7&W5)6wu zfi^&pvdG5L@%YxIchj2i*kL8`d|6%dEWdR58C<%{msZ4>DJa;kcyxz_heNlYfDQj- zp4i$DbzD7tMxQVM1XG%?0MB$3Y-f0QV@(sPUOzqbJ5jVHh%Mv#4(rgVlKlw2o(<%! z;YrY&anR*(Dx->TkTOf>1V1*gxC87cax|}0lO0~(D1a$o3M8U-4zPS)72oeZZJzV3 zGVUs3pKHDM1Uziv%Ncl!UW+RIu%nHb(b;w;K@nklY+i%>es75_E)rE99c*X0LzmvEaO2Y2_+3p`8C^?XLDIMZYWFu_c7kp z{LTguQ_Gl& zh~j#2Bjbz1)Nzz?l*utMQ!Uw9i(}MH;%qUi*dL7xWmuQwg0YTfX#{7+xB@FZ$$~X6 zJ0aF-u;tJ5oTd3kGGliNZl-PhQnQqNanHfgu`u^n(3`zCi=rw#R-nGjX`=2g?XW)h%O#ZtqtH--`sxJnAm z>74^Z5Uf1bIZxP}=6QR?itx&?;54C+`~b{Je)%DwyDU8is93E9L~zA0=dtyJ(TgAr zR*$@U0f7*c%sQ9%Wito38a^Z4h#*K#lPrH8+IFbQ%HBC!fyt$$?{FN& z6Y;{~3!-OAE_QDlXNy5XeR@)_Q%paEz?w1Lsx5gnBQ33}W*783tL(U;)Y+cRlmwD? zI+~hc&QKG&0|(rwIqbB^40{c$V$cXdeBn&!AyjBbNzh*=ST|YBw4AQnyKZ^ z-gBXORRF&ZJiIkdCe&CWA5p|QsX9?IzQlL;p(E}ap2JT7z4s`L8(_`yUDb%7D&JA1 zhOdwdGV|E=Itmo2Nwq6$tqW|&g|^;S@G@Rt5N0XTek4<(XiI~aE4K0G(M8KLFhS$2WnEl18KHu2 zMv&3yBb-pTeYqYH04KhpcJpi_+iG$aFoF#5TyV2gw70g@bDcriEw;QJvhRq+>#-zu2cCYzK+KP1R<%DNJiQ$d-NwiyoC@86+S%)pGLfmB?GYJ5F0rP4|u4T+Lu# zdKclK5I(g6u92n!IIk7IBzITB0)n+GD8BkI+v_z~h#S|`8hT&ZwGs5fVU*hG!$7Ab z6eM^!$sa@?0J4j{54kq+R~SaYHKrc0GVLdc!(4}%riAJo zFYzFFHcm_qj6HtxgyRo9Ne@jDe|tOcXydF6Xgq+&%Cn)gKAKqr*D3UdFJ8&HFG^Rs zW#g1MUBJVzFTBSchC_2BG&cuaU|`N2*%@|ea9AY(FpbL#ggTh_XSq{dh4E0>gp3w2M@#sbMJo1M+YR28LFfKD;SxZgJdN zXJ|cPO#bYSjXow>(F;;6iA%uc0NYhjKE9E~>{E<3VTc$4g)y&%CE5Fam>C0ur^#>*C4sYGGqBws zjC&i6kUrxH35!@DT$2m^LhXwnRq!(vx^B~qMpRFfFmMUlX$Bu+edPO$WD47>xApFI z1M)}IVKfF|8caw91g)EUPqeJ1>|xZ6uRdk2p0ivg^_2cmy*V0eJy&Rs8@ax{H*z^_ z&&|$_psg=%0$vb)>mZAFP0rKsy~0=Q+k2{;S;godg5|~n4nP(>Wh07x=k% zi`#i#;J3A>wsLKgBK|_UZYKZ!!~aLH-p%hE;S-^IZhiu7fl;0~ZG9Y}bK|3@QJ;=9>r?oByZ?5mN<)u^T+6fO%xk&KkH?H2lZQ_QKR&kvJHPHUGY_FFVi`L`54Q1puUM zd`6Xe@GhXK^;sXLSomferZ9UC0rO7QbOQivfG7r&8Cy7*e$$P?YISo7D>Hab_8EE3 zDY4M+6uO{kEeTo~5Xo2|LHxklzHkg~**{?~J$dqEw^m(`pv$~<=1W4ar!p++cCQUh zjQH0`H(Ze`dCvgyYC}N8CWiz+*UxUZ0o|}E?F8C66i!M*Lj!?>2cM;Dbuc zfv>J9Yyoa-9JO*gmO0dk2KrfJwP(tsMWOIO)7_Xvol@@X0>=ZK&%#^PZ!9!;K!~|7 zLILz<#EFSVO98v6ZrXg*ye7m2w$pIO+te|nrKhj0t$}?~$RA*MUjjc37@i*-9Q5}q zUlXaQ^T$5_14CuDd#0vyfRZ-feSZXK#7};Y-*Uh*QCb1cN&ladb`V{`n0uhVAFh|S zpXgSzQWN-R{c5ioK;rfqTvPOff+n6LCFa2Bqj((vHIS%LSUszn1Y{f}eB3$(EpXm~ zp8&BhBKY=_8#)4tROa3$vFvYfIM~)}cnHv{nOR=mQgqHClRHA`?o!t;cw(wJ?4-au zk7COzEUa}<@-SF2qW&EWfaD2b7lh~pUz1y<&4m+HA=fjZk|40{&zt%wgd9*)F-E5!6O8oKpZl zHVOkyH?mi>&yyM69ySTnvx4f9Sl?-}LlSEygTbJv3G6zA0kxmtIsysd3y-0S^P-?5 z0x?(z@CLQPtG2*GmUL<1E!rJRKp0Jr9v+9e=c&1#Lj4yn2Q4hHlovK;<}xMy0(6Xs zsHjm%P^n(`!jkX?))=`ej}3)&w=`QAUjL9Xho6X60% z0+2Foo5K_l$QMFgz-p#zv3_7xwK>FLXA(`w6 zD}TZ`aNGK|&C%ZGMvOA5p$ef>?*Z`r-A|=!-D1PpCbhV|?R5SSoUZZr!N6ht*${J| z-^N`?js|>CS&~fp00U0~uNXwVIb8K>8R5Z0uf%Q-64M(Olt7(7LPFEsf+XtcP>#L_ z>N6ii02Pmd7At--Pf-x%gT&h<+J((8MxjWc5Xq6z%oa#YgS2&YXk#N5zzu`SX2tTD z8OaVMy{Z0Fy%c@mt4EoK`wM+6p<|L?JM1H+V@W6oL@mJ;d>%3%y)SqVpnF-r!i!1i4VCiU))lu-o2-}6G}N8xNpJS5V-HZRXx z3%PfaFFX*#1Pa%zyF*|cN^Cq_NZ!Xdt~)NPG)fh@<__;b$X}>ogx02d=%(?nI1dE< za?Wc(AM57>PjSUVHJC4OIquD(F52&b!WFVlJswL)8Ls3IYjXjbl`Y)tJVSV`hd7xn znWOxy-u#f^r!N&ACi?{{;Zh>UPS`a1r6a*-v?7ITuJ-kQkCjTkefbD`{~56IloM7s zC_T@_2>e%&V55x=BJ1bu3Y#LAr1-oC>Zz=+>E=~{n?&%AGF|uPwLJlq>J!C!jxi;2 zH+vA*ooqq+TtBZoJAd-`T)Br`!weTM{)AGVRTqRqa-e}-A4*M&R^(7xA0Fs^IewXK z6O&0eDeQXKLR``3kIl){92LTKUHA`hg(_szl4B`uIgDz3A`QL3z|EXO!P=JM2nhmU zwv;*b=Ud&ws-v{H-uHG8fEP(fBTR$ai6g_krB**t0mhU)M%1F5u8R5@VVI@N6lncx z%+=CLfHd-i(GscN$*zgt=U;V4J7Dhu!MQR}AtGPEed2Jn<34bI)HPELJ7{p@sA*NN z@Ix2?x>A3Nx6bupHiPAo33$V0uObC6>RDB8$d63KsX>%K{Y7@laqk@cd+Wn&ThS(A znW_)Q_bW=5OMvxSyhrDV)3}*qWbbPXGC6OIGdygZv@+d76}6o%Gtif%?uR+g&Vv#!Izi(U>ZNLGEZyK}6Q zpbONPvF>VIdL;8$TEilClu0g_=_{oM_qPjnE6CzUf*X?$g!`e5-GW(?Ea66MdZc*@0I=%7-FQ+-AZ(}&w`}->_E@*D4qbJ1@||AkJiB@_p*6`xqyv-z z5HDHrvx_{s9`BPAr5i37i_1SoTU4o1ore_^%@cvd6MQiU1i`h=TIh5DP5fc!V-kCYUlRSW3LUy4`j;FeeVG z0SeXuV-7LfBqR_7fdf+ttuO(VQaU=nZ~Hid&9Hd!rdIvG{VX_^9_?Byk#hxQzAi0#PV@z!pUUSH8sszy|~`U zPW#o$w`2l2DsPe{V4F>gXgdrlkYgiAK-jLhtoz|6u4k$ z{E;Gg&bA(-YgkW7Z^_I84e81PfEn2<3SB3w@wf2+xKoR0&)906Z>4#ATS*y9G7MO5 zta#*uz+9?09v|0J=Qu|jqno~jvP52TyaHxKx!>an4fP&CCIJi}yL0hXdfu@<1D?2- zju!$y1XNr$9mR!nSMhGY4F2VGGX3~84;0E+s=mw4}=7E-e_n*^LgWYg!+BOgYkQ! zSiCGB>UPX@qt=mv=k^3o6kjTW?eTO*($}zRdX1z~?g}1!@V)4Va`W>?ZTblC|J2fn zZi=>-Zwr!S?R)aKNLnKm@+j_KSLCHQ>dq)qrP49>D)m5A?1p$K88M8BXQi2Aq6N;{ zBqb_*`Dfuuu-}K@5IqUcdxtWA=fG^;yvnm`;x?ttDrV8{n;1doJH_k%I7 z>s3<1mw|gky90F~)ytvP>5yQ$eDx5_{#bkc9BXay0&r!F7lRSIA!on_5?H>c%aH;zBZx+QeMeO|GAk|`nnqK8$zp05sMGZ(|AflW$Dn7u4 zu|V3=CV>s`Cf~Lb^YAVqBRJSGty(;6(g#A?qRziBp_U)=-pfA3Zr|CH^6m_BPt%q% zSIkZsr>>~z+sUbg``u&@u%aXGw?*cmo@Ljcl$Vd}NVv2oTuXtZX)eku3vnjT*w{l~ zk!V1hHthgWE&D4B#_|fdEuIu4(HEZ$i<6|8mv9JQD{E17{6xCV zke$DU+-}i|;+<+C(0lz#@J)}UNQ$|Bqo0uxb*%hhpidNMTk)#aDHzl!=L-hT?N8tt z6ar&JPkg4%iY0$A>5_{kotr&O0>4MDHN@YA9jq@7mCoh8}@EEr$ z57JO7&3E3U0F!e#nKGpfE#420zYq*7W2>CQmO?okJ22< zM~zf^)8-?%p3=7rity(k|D+Y8(e_9|AC6vKWHVtncj5kU#{7Gbw>=KVT^qKazhLhy zgYi>?L;@0(Q)3h>(bh3l<&mZ+f=!fp3Aa}>5kuYlD0B|c@sFusROmd?RDmI*rp}LX zl>FROV+S06J}z(@KO;zgqW;VqVL1>LgX2RZYZgw#%B+jgM(qPqn1 z!wcwoMWM4U))vE&Pa4jpZ21_8+gtLAICAq>yn;y zbLnjQ(YqQG-34X0a`t{IywqVpe;~;V259gbcITE%GLid0Cni&Bk_^+cJUDO89=SWi1JgAwP-^};v{`raL(c>)fR+L36Wj?^=oCXo*LNbfEthb!f@7Q2o zY!-%P@7xS&?s>J&LJ8^5-Vxhs3mUd{n)g_XZs_XhRA|F|t9hx6cc-2aiu~)o zpPgWPsdPQG5#Pg%Kxl7{jt`3JH2W7AuLA$MwI~OxW*bJJf}#0aL;{-| zi%${FnoZZ^NlZ>5pft+<`w@72*u9}E+k ztnyCi%Q(3s(;o96J+Pj?+J9-TK(+BIcgkK`+r9Pg-T}94Eg6^9Sf0Y}S-8+fVwu}$ z_?Z&#zDIe#q~g{{wfaKse!GvG5`-KpZ%{F`RL$kF^x$0+(>4XQwarxLk41!Ly(eO4 zXQyGrTYG2_WnDiNXCtsis#?JGrRbwAeYABQL(o0Mr!nsSP5}VI8vgM;n247~<_Ick z?;H^higBS!q~}#X>O;X0WQmjX4oYyWeGIrzLv8~spFh49Z(cQi<)37dsle>Tm4YKt zHlq6@eq!aN`5j=nn&}3-s)lL&r_vz!+JAC<0kVBe{>4whXFELAPfU#%nj#IRvp*aV z4q{?rh4;FBSMVG-X(YGVKaLk{@Icjov>vqjfBLzKbF@-Lir}_=M8vy z0=AKr9)as2CQ<_*=kPPkDTJ(*Ah=$IAQX_|!8C6eDN*jeEC~lER_E5zYkd+I0$(rZ zo9kOKvw1%{vy~cd`b8;LXV13r9$IR@Z~Yje<$>Es>pI?x6%;;*3hlc<=+0LMh9;2# zgi+KuaOaM?4LJVmIoZ+gOVVK8Y0bzY%Y?Kiwy|Q`m~{Q(c}+M6X96ZiM@Se&^~CSP z3;s|{$R4iDhh9Q+0%Z-Yo~c=+UQI(k^o*p(|vWU2Nr{7s#)eG zmfH$}r@5=et(ii%2gg_Ne=*57vr}_3`8^H{>Y}>*HENY;pzE*p2 z49luBAX6Zy#hkDko}1hKG?pySXcIS;r((sjB}(I?gKXlo@3^GB5v8fFZN?oLJX6(% z9f^tZtuz$aXrJ9?!&8dPkailZp=;m?`Ap(I>^=|?IHniw7ijysj z0`p5LLG5H_tYWq6>S4iefERdiw=4`D4wH1?=JePYr7kOp-#r96o?{Z7sNMP_-*z9_zyB3lyb|>WNy|e4 zf1h02Fj{c|P$H_AsFcHwwa;CeL=j)Qo^dzq%sOo29^zOeuzMe;OuQQV6+sq*)3wjg z@eQN5HLvS+RkEvuroK?uQ1CWC2cJ*P!-EgoSG*8dTKfP+_%ZnP-%l&DY52#E1y3%) zjpm>-oE4NgCJd{*uK#j&~HB`&OUuc1Go6j!V-N(ht>$y5{lKCk-MRZ4S7j>(>Nj;*a z{46G08Q;Lr@X7+Ag-Chd{oF1^9qn6u@030-#F@@%T4s!F`mYRwV13o=o(c1JV|1Aq z63yeo;1W}{i?na^M65ny^p?tn{K%G1$Zfu4$kEuUP^K78<83oV~;W2Em(&h=2pPBgJ{*HQvwH z!rk3)dsTzYnRGHT+)iUU$=q-!)z3o`zB0;?TAxlm+j3Lc7TOlKF$L~0N8z;;7SZlM z68RDI$pkU^Uxm`gjp<<>SueTCwnN9ly*ArIb2v&_&@ym+vC;svGW}9i*sDnA*{7{{ zrnoixleT3C!NQ|5TSZvf7f}o#*6>Zhd|(YJa8AlNu#MVhzyxSYnw4w|I-6J|;OIQ~ zWC0U+%1<|>7FY{mK8|0f$pX!3>IwjAxk$=(j}@%WRRv2WiLbQq8QD&0QX))+(6Rvb zLzs*eD=UNBHgLd>KS<4>tb&%qyVc?U4Dh` z0RW#&DB3w9V;JD1Vo7!%_HKrR;~OT!-*9P8vft%yW+%NVz%ymamOGy^f{HQeHeGb* zZs*MRZF&r2)oJQaM^1LBY)_0Tg z6C~ETfoB}bvh#YZkmtvage^B*G&2u>8nAN3QDhA=kUF4|f!J3|8n1mS)I2MK}qV~+IVA0}ShVvCv@l9nejjG=`tOb*!T<hTfpyV_4U99mddvg}=hl(+P4Sq)%1Umfq zG&AO9>=-&;$;)zElUm17;Dg<%n3kU#?us_^h40!OOE|QYgNdY=95;M3$Wy#U=t-HH z!YEe&y=C8y9!s%=|;9K(o|tEw+@1oZDS zU&QoA(1%PfZ&Mf^^bZc^S<38$n^TY-tyyrhOhb`aKLo=*bQTvo#e|}}URt)^ZTcsG zdcZA`!z@%2ZhZllj&`Z^W$?E|cuiCpL zB+)u`5s%=!C?`h(a*zJ8Q@dJe>TJ2!vRX468bl+a>FJ80ibvO=2?k5^gx>>~yDN<6r7qnM*2A8Vs!NJ|Q%X-5%8=~i62IP<7(Cp}lN;vwz}hGC7KJ(}Mj`;L{l z4#vQ0P%`YqVen&ri+8SZosY zGa$b0?73V)IPXJ15%kOhZrqM}HlFwiDNOQJ<*IKRzm#4yhdlqKA z7(IAz4FKTqGQjwndG?0&?E+!SUSkrf@aD>86nw>wUTtJjd{XkDJRdQYIl0 zqb*Zw4Qo~8t+Z19coay5qhjR+^+o}pQ_*3WCuDk$O(rd$&kPquOgdn0>}aOO;HA=L z;P?XPD4M2RqZqgvz&`r%_%(wnQDG%DSk*^P6FJDK_X8=RX8+}Pk`if=gurLTVz+H= z?`GXSV$ibZl@t(wcp?U>oGT?foey@)(XeipZ{9V9c!sxdO@_X=YIM$Q>#mc-Z&qaS zOu)ZUptSHyb6Esf>)pkc&unqEX0?gr?jLauPQV^LxKj7MREpUBBG7$^i8RIx2z&_L z@#*g5J_Lt_V}5ze^|*g=C2Vu_fiR@=DP|q9UalcV1Q)w9|2zA+8h9D@>Qu`*OPTCU z^PX5$3s&@I>ql0uLXHbQff_X+BI)6ucZ?!bBUzPqdniY(O!nVAcfZ~P+o70d=eu+% z3=+Xj)4Mr{_6m)Fa9@Y_-ux*bzuQjeS5)u;t5*RSh@wPPrHu1`fmJ7*mgN`T5;VwZ z(!Nv1|LNO=BZAkdcnjl#^Ly`HOZZ~?qT~~azVcSPPA=kOOoSYn>xsxDC3d&bcmVF< zT`KMGNzFFseDFN>D{xpClW`}wq$ju~*6bKf491&|mlNi2h;~lL^66EHf`@5ExSJ_G z>^APVm!a`w>yMI%fdm=uX0P@#cyc1eWyS9SCt@XYMa2t1r1d3j=Df|tn`QnjE|!yg+S9tJS1CD6Wv zphO>{h85aj`hcP13n%i|Kim%s5H?%rV3v#wJNG>0;09G&+tO%VB_*~pzLce}Ga(*0h z5$GaqnBsZfF*1#5Fa4!s%sc=0e~IXyjEeu){|n)o?cK|?t(h?ADm#dXh%ndpPeD@y zxaz+YWZDiELZiS`)fO`68VB42tp8wYq}`4C&m;!|&d-0<_YeP#a=@MPpE(>sE70m) zAOTHvO*XJLzqfh*FJyBNub~lV@YHkza2re*dwW5Y)V}E$ z3f`htP9D&ohD@i}+!Q&zqxLn6A9lM{?J0Nwzf!V;ij051FquA;Wx0Xt8fBH2e*tz_ro;9g^2 z2S;9E;D`N*w}(}n5ch9ygSkK^unAa@0tiBCUI?M1T%aN5N0UdPuMG%j+l#ZK18Kfa z4=oD|OSkQdd~*f>Sysga1ayERF*xyWZ_icU%*+fZQX21|=(!J+Gx9`m_XM>1DWpSF z0!#&mBk95nF(qvG(h4;A=kt!M9UZh((gQK9fq?d4(B?19!}#CWqaKD>?`}~2qzEE(9jSISa|$_AG$6e;0C}Wu=}8~cXlY?UL`sB1Az}wuWW2==)-{#b_%%n zFQcnaxT=guaFvKsw}U3NOf8xH7clwrAQuI?T!24qP6v*Uy@P%L$_9*X>ECW3b9T52 zqkC}XIEC&FERDVb^k|a|i^Jr_ipRG4)a2v=#Y3SUog6{T4KQ61dz{e$` zwfpBI?)d(}1&ls9R1*Msss>h2Og~8cwVBre$1c}~`vEHIOcCg#E~)lWWv(W{BG%XD zH>uUKFLeVAz*FNI+6O`3-#d=*j>uoV1}k{|;m%A=Hb1wGFBEfMfvS=(Tox2#Zs_1I z^q~y~RWUL6r{yM&Kvlq9Re-HFaHa+IsKC54<)3 zrdTWRpK>F-YcD7dq0027A>@&>!uH?!2W3x|u^*EGlNs9Oj4f~g0DiSDTvY?j%XC`p zA)X=4l-Qa$=THSsheI#^l-@-c=y=Fzu~)KUz#t*KG6i6&jhy z@Z6rL{2avfXrurPXEauQ0sI&uL0i|KwpUeEfo0{;DA7xCsQ@EsUQNNn$m&;&Vodmk_N zghOSX{JU50%Y5rsU{XvMcsZ_Af`b5z9Mq2SyTZKd@QfhZxa%iyK%@`4v2%RSe(cxP z&eg+uVpEDLrWju)|2QqX53^8hq95zsUl#r{IG&-|8DW0_?*R7!bQpb=1KO`cuN<(? zwTIIW0c*$+Ll{+tXpZW>XYB*j-U7gOY8pny>cM=B&}d2WNLK&xmvFk>(9#m!5Q-c{ zkCI6*#XXCvR_umiLF>&q3{;Ad_`R@0z$!L{-A%|R{;nQ3Y!)ho_`TwA+nmo)oer$c zN01bBJ4fD-M4UWsjB_p0TtSD}+35+OLRue;tBn-cJ3^x6YRnYfB01liyLWQgU35Uf zcrPWXS3c_{)`T%=avyV$ag!9d3iZhTn7^mqbBAt=Pf~t2j-0lG zVtg_soEJzKBc>Fff)PrN?R_={e3JLSJ(%;7rd{b=V-?A*c%+l zR-J!=CwSuB0jEZ3Rge?q84{=}z%fhsG~s^%Tu}v$nb}j!D7%Prg&NpO^<*i*nkG!7 zF5vOp)vm~2r5`G#KdDA0!;MtoS|de#iR74nL{j&-gg8S?H2F+jcAD<;6Fw1{%#d!7 z_L2?bL%|&(4HpiYURChB?%^*Nn1N)eu(cJJf_u3gKVk38;~PNdyE6rA-eEn@xb*BOetw<#d05TP>ke4Z;_$xSa_#{8VrWqm483rc` z9oN05RpzY z!{5w>4LTwzNum^D zN%MnDa`E+7y(sy(f-y zTxHFKJ%*oh-`_~TdGh?vAC~607`?|Sikg1$374B`OBGgq)A7Y4rBWY#JmL}>`Osp| zXRgmSwhkO7v%$QPte%9JXZFvRs1Hv&nYX^(lc{|pS+o`;`!)A%F2nv7%h#N@KDV~6 zziXZSv0LE6wvAEJv78jFl>89h7~C|oN|eJ)T^_SDiO)H;eJ`=Eq=P1O_SCaO;Cn*+ zy)M2`jIY7q1TcEZD{YTEzsMOEC}ax8%TO(he~)rE+vLT|&w;xK%x>O_?xTm5)B_c> z)JB)e%tD#g*18*((T+TF_ODjZ#YHeTCuil2;>=~NA3&YuRkI-F>mhW{yL{o9dq9Dq zs!M5ru(5wN4Yx)WzcOj=;OAb$3!}!XKG$B2caxVclwS4~2d1M8+_??>CD($%n1lWx zr9k>>8Cd>tPvzkqD3Qr{XJZEU))xue6MiGT{0H_j*w0+tyncNIO+feR(=B4d1cs?y zA|aCYH|-TOQBZ8O5oA*BiT-B0f4tACP?ZTH8fnr7!G#ON^am?G;Dz)`(0>kA3{_WM z$I&Ppw{Ht1!+ocV6|h@CemZpjqL6)9>9dmrzvW>Z&Mt6q@P;{(WE9VN_y<{-?BxJi zWcINMgeveg0i=*|^AODKIk~w@^;!A186_Zs_9j`Z82%8LM#%4Q1U9>VjCu&}@AyOP zDsefo8iLWVeiJbS->_XDpJC-f59&4H6y85bcnqW_;)EoMGIZBs^F;&Bm?lhG)$DukZ^72so7jA#Pv=%?IUZqQ>SWee+ltwODG_V`b#-^aZG= z9Ar?p1VIQ~&n02<5$oL2=KeMBPt&pDp!2Ea+kh%0_-KS@CGuqoy}ION^7-SWka)tX zYIGTRVzEu2pPMRK>G1UKcoQ+qnB@8{&17a5W7P!2%TBom<=Ld88D&SGptsgD80VAp zTF0+mAyS;}e(z9h7J4R_D*!5taH%ub1^p_TgpdmVMM#7A*!+60#4J}PQ0!sp*ODv! zMdW%N*N8>hif?cIwA*b+hsn;Q&Wl^=wphRLZqFuOx7R3*7K+?T_uZX+EooL4FSE8< z;I7G9jJ3VTOEK5&F|=IXZiwpc*!qCLC3YXY{b+Nm(3*-0f5zi3&9nULs*PbU&s!l7 zz_Ny4&Mc1dD#q(vz6e~~IHs^mN>@6pomw@dRn2jNzcjw{Rx3veX6)|4eO)G{b#=?B zvo?x>@!K`b?+If!YAri8$H)zOMbmM7`MwBj+b=xA6U4n?V36ho*Z=;EizP7$-0P$9 zw0wfv0g#%tC#-!dAC8tzZ*y_pM#b^jZMR#^SoyTHjc@l1sS{7(3;wwA{*PL2afV_W zol4wW|JSv3QfNOOu(`zifxbb>k~igDTfnPx0d3%X#Ruo#5qj(9UB?7=S6H~;7|y0e^+$iTWfn6_rHg`O>Ut2Ek#Pjc0+Da$G<54GhY7tisad%r zW89V;gDx5f1Q;uD%)HRIue9!(6DNb5_v^N{NtA15$1s0pm)nlGFe#AI4ab_-pzMoCcmEA{*MjH&TdP$x-E_a8{R>Hy` zs}i2|8))*#dk>B=8S!nGjPm(Bw6uulC-xWS`>WMCctrd|EynIOl&63)pNSq zn8=czqF|qXupb9&lV$Ba=oP()tCRFm#GrJP%cM25N;CzKWWQyNboa@HZMvdE?xkZA+*!t#ncE_kMn?4_sOBh@AKlnwCkb@#MuotU z@mp@*Ser7|5rZYv>yFR9f10`B=U0ae3-B;+#JbgY z70r@+rfN{8O5$HqVn=a z^d?ph8Ugg9sq4$wyV(gU5%EyOtp~e zjGGmHjX!FLcRy%Ikb5&jXrG9N;E07F5Ly;(A1$jK7W6Hpzv=|MPyIn2eVStEcRX^T z*?f5Pk=K8)ds;rH5SZmX-b+x8p?Tumgp3^Fm`zfq90BUpG&mvyA>4yM7d?0g>uPMG z&@SvjJJl~ceDG*O0&ws$XXr}1orNbb&;ebjmDc;hpF(Eh#|!}bu9mv4j0^nG-Uhzx zgX&BWGtALhC%y$8lz-+IEUHp1a0(vE>j3xi8&_i#(zEkWPaJ-C>r}iZbD0mwhW50l z2KHiTngU<}Clcg2ZS6{=Wqmf9Oik1hK_`NJIC+9mi`|Z=@@obtoS(~0&KpoJKX%qT zt(pQ~suMUJwOjR2IbI{~L3ZmV%)66hF~W=4`7|kz>35dEVBeHH$fXEXh8cn-~9$SojC3SL=IEkxxaQQc_ZGH$r#6C50E}jE?9!9}#bx z{}M6Yzq+Ui4SUBe_%kcggf1qG1s^!(@6)ugdcXNrs}y(_wATFfT~_IQk4lk~G3a{3 z`j*XlG4gJ<&pi?qC{Z4v_vu}5srwd}4YHOJ5KTU{cK%3+qZb-pecK2DI+s=5;HRO) z`j`^;wTw@I(|+(VT4`5)c1JvNQokBakWd$)dTVU0XBlAK$dkjjQHtzU1o_*YK~r%T zLLAgi45&wQ57zPH z;8tI_H@pJ%>H%eKRJ}?$#1PzU!UR&j{IlYR)gD#Ium`XsDXFOXE;L+GezUEVUD*pa zcL*Zqsj~_}G{}hg)x?;*A2j_?2@kt^-4f3ii71G>b5^ldj6DC~h6mCg1&Z!^&tXS} z;SaC@OR8vg4JfX?QyEFLCeTE|Nad?9{e;EfTU3D{dpEzx70gX7L48DOkK~e~A;S3{ zo=a@aNCX?Xku7;t^?^8C3fyYoU(!m*hsD-^js+Ij-H$Phit~$I+ol8Gab& zQ@$AS4;)|Y*ZlbF@|f_r?E?-k3N@Az2Ocka6F?n^b<}DNC1j`7yrc!?7Q&Z^lCMKcG`9joerhkVhgUq4~Q&56mE!&xE?n1LM0@}KE8_s}lq}gUR zeV%wo{;w_ifz-Z z;%UNV_Ei96rQ}$9w6VXK;a#n;nAWuOc+)&S9e2mYrMC?=1?svf?1729CA}eH1S?rDC9^wPHR2ZHAe?>IsmMvAD3gYHYV5)PrOi z_^U9mQfa;SI?#V6PBXu&FO$@y<>&7XzJ?o(l%K;tR?~b7A&sm|T0V@{MF}#mxAr|S z9;}EqJG_`L);}=dc~<_`^pV|%0Y!2*yaLxK_*~!U) z-U}0qzEjK*fbmetw~r_rDH#gBUJ-4?68T7d0u^mR#x<{X_1#-~E5?z~d8(RHVy`e& z+KwaAoFgX*KtaGUKDE=}w(udZxh=agQ{4;fopcDREj!!BZj6%$4LZDN>H-3P8C%3= zF%w4x^5g@Pmxe22@ocy$nG%7`f+p;XPshZuNGCnT`fbj@~331vNR zNBInA3#U#ht|;aNu9)Ek};O?nTF&xVh!&IIEzqXV1D; zsFz!;UU1{z#CFVQ6KyPw$F~hE#nIqt?8VrAK0kNcB9nOhQC^3CeSBqR%u0bf?2Zuj z*@etjxAvt+W1?&yozin7nv9hr#NUEx$&SBsn*tu*DgM*EnoSfm~AdnkX8~}T|-WUNR zq9;-r**lc{jd14VG(~%9v`nM1L7uzxkyO=tW|hCG+#~5oq-KS6e{GH)yzTV^^JS zZ!IwCyum5-&qD!;pl_OX>#UD#iQpWk{CTX0sB9ya2DG;^Sv+kT{KAm+a1kCr-tRNF zK7*MbG||Oih;;|P{ck_n9k}tlEVY?oO2+X#HI}ZC(ne3lI`1suilg?{lN4xvp<4P5 zL#XrE-zj4wpjFUzw+Cg*kjT|znTTII#Yhn5JYm7qm|ncOZJmjh4DW!ogrm#>oP+-C zCB~@AWD2BB%PJ;(B-WljubV#F7^umtl?QdR~R`_6BZhH97p#AnPhC?6o zX1$yiWgYWwVPW6;^Y5Ntp>NF*As)P9qlIkj&^) z1A%MTWf(PW{`b~X!5AZ?^?{Luev9-kaybwo zy6&ejJ8w*XyGlJxQJJVtGZ_-0oh!_BOipbp z2*i63-!@f^OoCjbdHME`N}=+&Cq-a_xApBJ7Z>*d#r;%4iM|(x2bHEG=IKDo;yhd zU@DZCVxwG3^JAi{zqk|mf< zv+L+1EHS0x)HYKg$}M|nhJrf9fGfD~C_=u%B#B9K93gwyPbI2sldz*Ul3rg!gHKY? z1ORqrfhgmHK{}k>*{9&LQ|t~*U1-V&a@Ey|`-#$AjS;_hMY@6pHADqb@GaM>jmh}m z*(q^%A1}sys_e|Q2n!> zwPbW*xbsWM#oqn_sM4(Dy>Wq*BbeKu{WEW+ufqgNl#`1K&a5N{;?^%sAE9bNJA=HB z0t;FG=5Ay8J7&#`M^D1dLhlgv0C=OM$(iR^&ohIx=C&SK0Hv{}L6ZD&Y(*Cf4p;D!4?pcAtW*%M3pjd<@nFxPDSF>iGL@z;35!#5F7TVPG_3 zuHJuKT5<1Y^zeD!NYN98vEqk`z(Y_*wfyZj z;Tfo)>oTk-~hICQ57tF=iAv3gnZD^dt%B zMe4@tyb<-!-|-cOA^L2P!AHL66nQ+j>&zQLrH_E$rD%5WfxlJbux(C6z%n}_h3%k? zk#I$MIu71O3T;P|rklav3GF*B4m^gIy--V*XfD3|qciBh7fuch|mF?C+n;F61cYgEm z1K4Hw-%7iQQx~tVPS*h;jp%o6hwNyweNJkbZAaU)YfC+eTUV3$_tWIk)S zVpo1_6j?6>=_d_I0HjG=_}XT+Ky4v%aGgdGkDZ@?bnELcP%iV@D6MLUgW*Ud z7g%a`x60@N+QQa9etm?|u;TXJ4-EvU+pvX7ZY8DCq0j~s-lUs8jiaM*+B^d_2YBO; zK&=JQuxNc+3|hJv_(-595VpXDg=yF3g{Z&<&!J1e63|RG2lTWs8T%f)%qm^PWi2Oe zO>SEt-DO+^?*ft)FMR|B_hUs`#V1e!RW3peMDhjxjM)pk8K4dM`FS{Bd>>39I&`d+ z??8C~GXglBc19M243_r*y**yv3ngz{Ekv8d19PqA9Y?ZsT9!Z4CmXaU*+aN*3=Iq> zy@(WA2nb#)k0{5OjadBsjPM_iLBfphK;zm9Jb(b8V*mvTvNsr{{n4tE7T0h;jI9;o7r{}*v@0*z(A#*JpolqoWoIYXHXktrlm6c3&xV|d6c zlFB@jWGXUeR#E0ClF)=m1C^-=y=jm%IKR7h@BO`Jf8RN4opaW=&b#*7>s@ zmmXXb$O|%TEeCZj`5N>`(CpxJ>BWutX=xKRWDKynhtr5nH^elD z(9lpvN73KfaN*;XAPhqT?;qMeGEMP`Zh<$e7+FdeelJEB>=x{tWxVoVo+0w84sQvZT&N5uusodJB0l=$7eU1Ai8PBqt0 zs6%W*fkZDi!!Jj~f&N}s&GC_BBC}E{9bwhopJn4c_O|Tssok-P$r_;~R`KwXVpYRd9U)-2& zewUXx$O|3s9Tgg!a}F1`A8SFihQ_E%{X8-8c*EN2Z*T(5Mq46{p(@$*px_;e`Qtl%z=qiW zY`qdRzK4asXRmylb4>!U!!BM|CYEuN*8uNya}Y&n7rpxO^>6xGds8-xJrKC$onCQ2 z`17&mXO^_eSV0B*F#ox*6Hduzut5MdTR5bapo%w_&HD(@|Bk4P-A%O};{|e>CzrN# zN$&Uz84<2GPHxVXZ@A2!rj}np6|=od`sxaP927<3Ud#$vH+*&brd>4xnD&f@(xJTg z1*r5bW)^0P%ftv_UJaku2sPEE{Cd6mYg1*5^iN0vUTwej=z^~C3`V#fZ7FayJcXnZ z#hNY!r%B-9+tdr1d0K6sjJxwMytsG7=R;rYU_(_ zqe2%sSJ+un&T6elQRr6MFsXM}cRNJ8;RrG`k=kN=05!O6gq+7z&pFa`tH+4ksOt9Z z8&-*BETu8D(^(Hg445MO!n~NiM+S&eNl}v`;b3XClEwM80<)i)aw3;>#A%{ILm0#_ z9H{`bW$wgri1lwO((&Dc<_z=K%GZX;b8eENlG4rO$~z|qS@^xjIEoL^yuP+PI<#wp z96j^PFQ{3lTz)~3!7XRY+eT!o9Q)RXNEfAIm+NEbHt@>Mc}wYYQOQ&un~F$%?%SYP zPI}SkeYRa_`>-&Li|R_Nwqa-LryOADb=uh+twW>c^e;4Qll1 z-+1eeux>&Zf-vg!45m33q$v_vBH~ratQ3jdV6+cIHwD;5dp^4cP7Khu>MZe!2ifZZLOH312vj zn2>`O3a2ufjc|?ZlIN`|EiaIti7uaspm#ha>i7HSi9nH}7JR#=RCu2^2+-OjQkqp@ zm|uM(?L#Ii0>V2Pbc4D38j4jA4$os|U*9@Y;He!jllnr>*c@qiRZX7-9GTR;nUXMo zVbNxYsgM7T=(k%+;Q<#L?yNx1HqN?kLiOp{s?=)_EVB`vbEsJF@g0_+Vv?NQO}B^L zxaT@U-mQ}A30sDn>k|pU%vGl~#M2gu;e#Ouv)Mlyh-S#|*xyvp^wnN2@v-Sn=kZsk zzKxZp>(IA`R*z3u<^_(syT)Lb0 z?EX@e`qAg-$gSU(*ODl7^sBg+(tjY_XZh%}6?HKwg=&S<=V!m-yw+2tTRA@IH^#I= zTPjF%*$>cLUP#$iiiDDyYaJ(p!e4=H6`t+~F|a0#RcJ>!Qz-1eFFt-Wy)Ssze!ViJ z?6Ab%yowe=cf|V8`2(_Va2r{D;N4-f88=x~?7e3XN2rl{5r8PZ=i@hoRp&_k$MG;R z_PE_Gp2uyt=g9?t$iAq5i}{9D0pvTfUSDT5{WyOUnda>#mOrRIT`eZv zE=TiIpG^}Z``!yZ3q~eOFM659iMs&WnnJ!(tmBtwmBqt)CtNHVNBx-p!}PmDyXf;c zbE|;hKiU2ir4omN)4`W;RV%Y>T*6i=5lMLK^Y#JXjbd0PmXofEJbD?YyR7^c2Y#WD zNLH$*+Y$t!#B@Oh1w>_yG7qkCNHu@|0hhFdQy9`5ijO&}bXm@b=7qeM&aYkHiDgi8 z!V;VhUOw&<9>Xm=lEL>p#mFU!NR^;{FJ^Q90?jlAj0mTBzlBYmRw7x~p+gaIV>ry0 z;8GVkt$4gx+1Wl|ONf0XxA@Wi0^Q}cy@t(`1IzQs5YFW39J+Tnp}`1y_@r+G=4kA?N-gp&W_71bdF?>1YWb~r&;>7 z9Zl*-J#!hJL-iANIM(jyQ0OixT-B5QxB*<*ASlSIpul zX%@}bj(5$%&O36Cu~c$D`&fG7H^J(k#C;P;5a!euC&Cq-el(~{A?Nl%*Rw~T*`fsM zscEVqEo7AjM5vgnY{M9ZvLwftJ&o!EF`fRyzIy73FRRA-* zPvJdK8051D-F!e$hE*KX4!vfCsU|;do!t;@XC%&)fIDQ)uHQu=sRr|T)1YY64?<>Oeeh@rfjLHHJ6;)!&-AYm_cazY=uZX!i ze2ez5;^@FZX`a({x_6bwxV~n7y0D%rzJ|b}{YJHYnvM2Oom~Lw~pL5+FjRx zqKG`h!M6$kD?9YqH`>X@Lev;@q8AJ3iA~>bJfoZSeO@xsm){y0C|}7ARU~SML!rPb zjZUi(Om~R*Gz$M`1z#@9VPfRSt%6-|Xtk@Za78^xA&&Jy^l|5Z;2pa0FJK6ax=g*} zPM$;2BMY_murI$gCZb5e?$9tX?0mLvq_fFfwr^hlo&BdyAL4GsNiHMp_4)Fh1s?kg zGbxlivK|&JXUFe+PjN7LAno*O1X*0vFE{=n$Yt$f7iXA1XAt6>25HWu-#%zA+k4y4 zB-|{4R0O_4+gqpGa<)3Yq5X|68e)n_6;5{j}056dOOwKrTmhi`PuHR;jvHO_OU*3R@g_Qd}@EdRT4G# zk!utpxs}EH(wp5)`y=eGrjr#PJ{JQf7s<0@Np zpxudg{dH8YCHC9M@}0dabjPI0 zLU!f^uP5p>(vd^;oqdGH_a(J~MC@P4?6U}#D;n4wS>bM9?!K~+JDiX+!AzUkrpBzT!EK;(`*z))n`$q42}avtJ>|-Me1=PZ1@FRUq5rY2xUzkZ zAMO|$#to_zy5co=tj~_83MGjp`Af!@5(#I{$q6|@9o;_dPEDMV3KkOA*1=hM*UN;XRw>;;f>Jr69lgg)puK@O2p`>PpUR}z8`BVWIR@7^UO zX#IM(4QM$nnS(4qEkI0CuWA-ZC#$26J4}6vmfxtxz68N{92xu@V_R7pJVqW}TwtZR z;IQ~ocPZ-aftrAY7a14qFO|JxDViK@ek~m`BV7$xlu0TihEja-RKZy-KNlA&g6b+nw#uMBn`TF%6lfWFX=Q5CG2x_ zoPcwn*_?OFd7X~Y@(ef;#aQNa?Zl zQkJ`=RtE$3Z=C5DOn2%UVmdN==l#JPdMV{+A-u*6a|CO;_8TOw&tC1Mg>Jj+ zS3$v-3@71wzu7^FeNQ8%R4=tL9o$Vx3TPn5 zOuN_$_IHu*!3|5HT1(l{4^80PSqCoK&zi;PT%x=9+tpIGV*}pUpL^f?MX7bi!{ow- z^u%)R@wZ*iyBSPtKK2|IdbwW0h<}*rjp76hOO0PGnfF8Jz$F!PXiV2NjWtqxc5048z+z-fCzQL6fg7cc!ltNnd6=7JsysPCj>n* zBq{>t zr!SbuRFUDRa0C@s%{RklS93e0?D=a5f#+%tS8{*3&9Xh@i(A#z8nS~+`*h|ZPww!o zTj<i5Z_^* zEUACU7@Z2Hl~s-oH1>}jkH<6$>XU50UZFHfXJ)wuF*7l&k_SWGyO(4FmkrR{3u;|` zkhe2OdSpGjfIt{+R_D;u-GvvOyI$HIiw@Ln$suu#p0>=J{T zf;~%fBm1>W()Kg$q7HwFh^iUsU^$r>_t;|B{(c2pLq6rcp%-%2@`Px;euA-lqoy&< z(aMFrv;QFS!9eWc&qVW3+PngR)ugZZ%Er#$0cNt-7QTuJ$M2Z+L!;hj&euZlPBi(* z`-xQ`Cm;JjVHSRD+Gw`H+s!pJ=aGcSsFp0?-}fikzwKH2b>fcPt>ZYui$A1P>*N@> zk}qKXyim{Jop{?Z38J4B0ZPtvZxzgcH4Cpo*rAQv+z0ietu~qQ zt9n(ZwCoz5z7PhoZnuB`BwH(akuNr{{H(6gd&mQtxGjkj!j-x6uB%Dd_Q0wYS)0GO{WR{*mE^RvG=vN~w^k|Z&grn~WXw@h9Xr4I z(acMeis`|bonH=>CttS@t~#rMQ50{?=iRMjQ}^bw#CQ@-ijc$7evCy1oyc;vihD{t z$RZdMX60?0bau0xL55c4Upqbw6ZvB{5eQGZ^+KHL`&CwjwnFlvhla9~j#X?dvOgc& z9(Dws>J+Z+5e%u|m(P2MVCVJgi_eH!C^$I``W!9Di)E@JGd3*e&J`XTFFHA;Br0yQ zVC92IV}=ukUkCTf&wBIf*D$DV22SrrnFdq}%wnifyc1dh(FE+vQ&eJRLi-9uV@+qS zMJir^*AT9r|?+6-2yrucE!RbcJO&}3Z?XMj@ zQBs;_z}vT|Uqre|y*;PSr~_uKs->Dwd}a1CYkls#3GXf;qyq)p@`5KAFYW@-Ts*bs z*)UTS{lP;RD<(AqXT$k;X-H*e?{3397y47zUG5W>w@0zMj>2}So>k<w)x`|c!vpq*3h5~`lSro`}vn9PPdsyr-$CY#gDQPZF&EKF8-0&uOwyM;O242d(Z zion^p37ysa6!+R}t>%%mM#K9>O}AGm8e6iSdsUHsb`Rv^=qTio({EPD2T|Mm@TBP+ zN#Tm30xc^SRg}nJ*p7Y-d^sKFe-%H>8mJj~*LBNF-PLZ}q8Uxpvg2Tq11Y1=`4*SJtKDNV`}} zN;P*&>K{?HSQNQ-@|zb!x&7G_Ut7p7HrOfz@6$LE{oeg8@$@4 z_pgOOk0qiF1?G(<_t_35i$mcTmJycGJf875)oL4MNaz07BibX6D@h9dKEIkA!I<~) zI4%I(u!@M_k|nWRio7ygeVf!Z>ElbKTUlvQ;ka}DC>Zn5Jy#+MlYbqnVUc1beN|396BaGG%SAa;2i)|VmlQuZvl}Mwz2HFa#IntS$;nnS%XUS4 zIl~x4HTHkxbUeFxzw<+I?|n zDH4yjjj$TqEC{_umyp1e^OT~$*Kf)lMS&HVzjXOiK zB`2i`1EpeOa&n-@o8zVm`4{CMH*9*L;y2yW28D28WA9yWf0IXvw#}neNK&lG zxW8^}>nuCBPqk$UjAi7@S6cHO3SYDHz@6{^{4=$+b<2KTaG z(km+~EqyWc5nnr!$u!|2LJQVAsu``8nVET%OqL0I)0fzSEBlf=`O+buWjDH^$TsWG zd1w-MHRz~*KTJ)bzsL|>9+VhNqcRVx`hd#JgHqQz>bU(6g9c8|Fy45Bwh0$=PFfmg z`EijhK3WCgLbAyB&DWCk>JJ$8kJZHOo3~PsjAGZDXSCPRtJnLq-(Db^ayhl2^$^D; zvl@0ihF&%*7Nc^K(Qii2VzU}9&VV4D8KT(JHU;cfe54z+cL(j*L!$`H!!QW& z!{9tz^DZtfv&ZpJJreOBq`K8-y!ONvwDRpS!vizmPx@69X(afvwj3H1nej5@Nte$Ho zCFdR>)TJ-wC$s^0vic67A|7jJ*NZ#--{0u832`M8ZqlYnfu+qdv~tv~>h4L%bur@FhzM7;U- zHwYDIx)G`X6N{;-=}yGNYZVL4b4b7tJ$CHMi)~9DCif&fF{;NW7;b1_RwgDUkOGxG zw8QA_Ag-d64@ii*1QTP!FAz%5Xn6cpNGz(QjGL~HH@eTD*4#sbcRvTT@d&Q*YopxV*Py7m{n-9(jgCqNkhrSS(RuRqp8l+MO|waCLDKlJG{8b83L zb?e6m4bO;UXE0Lxysx1l{gx+Bo{W9qnBHrSw&K%cJ_BQ8roP_3K2A3C^StcW7JzB` zUU}|Wj`J`XJnUYdSLoGoJRRf>!4Oh7&@8f!iv?DdBV?gmuW{xBY2ReW+D-b- zr$-J4IY@nWzw_rJa8kH6nW6#EBT8#ca|kG zTA4XHi5&Ha`T!gl{Puz?j5V6vblhkE`tj|rd-XIwwjOEMEO`o}dh|YzI$#thRe74y zt$$^0skeR#Zz*7d0vy1JWOu-wjm(4#v-=q8XH@i$k$pUN`p1G#6Bag*`s)={SewvQ z6bt4?dac8sinX=P*q5hS!RcGm#f=&;6T0*(P#FszYVs*8+i|WM+7AFMm!T0rxxEUK z>XU8Iy(xCM!j8RQpWr&Q?(ea3Ze1|Ewj){sc?s9c4jVBS$^3>I%%D1R4;#0 z(G5%&T<`P<3Zf;@y~Tt0r}`)|TI6qj)B~&Z0dp2qc3#Z*{FFgNx6?`Lt=>={QBl_l zIXsA!vq-&;2$bU51G3ljb%p_m)0z{R*x9$>-ulFI;|!9vnWJ@1S+CZ2e{BI>-Xo+H z+GLz=&o;RL9pMW2@`(e9socA6=$}H+qfaZ(WfHooXc3_!3O6TpKE{i6);~vf}uKIP;O5tjE?NVOgRQLVaa&sg=1}`I*KbMBjkujg>-7S6=9v&&Zp)h9I;m1G3eIn?^dNpIO|f@IXHe@FT`sT zH}Uhhp$LVp`_o^#$XVg&eUqBA%_Am1&+CKW_;U_3b`xXg-+!H1eOa~+DnE|$Lz{Z< zHC;S^-bu-DyhraIxN)`~DKKetIgkyB7Hlg;#5R}XQ)tRB3fs#aYN)P|>S{qi%C;9y z%Nf)6<`@=+1TM)=GzUeWcMqaAq)6}sM#)LuaiKZ23&dklShXVWkai9)yP=`0yb zW9O7W9yeWE6-BM=?cr*5@4K)b+rhybBycJ69r3-(&8wcA$*WWCWiOu^wf*ZJ29e(m zo6g3QsThKXUN`Wrh^rBN)qpjO!3#jz&1Rv5OE)8wN=vQRsdx@@CF&sn$E&Z?#b~J& zS&$hFE>Q!+J6sLbXSZ)$Uk{jd0i!lWS(IgpfkM6farHmnE=Rqu*DIt`jcu=5S-pj_ zwvq-T#(4@gIM3zet0%PYKtjMz6lvL|WDqW!TDn8FOGEv<)pCcZsCo{2H}8T-`MGD9 zH*)^G)TR$29>@Vdtx?QgKX}9apuTThiV0oF#qtwTuDf-Jxv{jdGLGM3pdQP@1eik^ z7@P-jmxSRX%*`bV^myzztWySQWHG9nxo?EJ1R$R8nX!X5(`b6A;TA z5xxbX!R=L)B{J8sjrT-O7%3|&D<%|e+Z6nUN*p1!#d$L4+4X*Q9}EzQBZr$PJp7z> zVKY9Wf~1T{m~26X;P=f>SG=$9|MFo>Ai6;6;EpR9Mwo5%u5HV1QEN9okIZuJ@0(tY zsF8@8^M^5sdK^=Owv~!CWMzjUZ0Ko&VX*vTJLv+k(N~+kFdn(I7`4NfJ)V#GoPLyp zAs;ht5zRs}cJyNe}<@(-c^Xa>fpH#(M()+A)LAt-R^jLwK{;IQSj?>P8PZP23_ z-Gcu(4q#r+W9xy>|H!*?QT==xVVHj${Q z^*?xb4JB9#+ZSXC_p9x~IVX_4Od72B;d3PBV9f zL;W>0I6cHH3`=Se< zO5=PgAb28gIAJp}BOv2&C0&hjJ9h9E)!j*ZReF*IW^8`kJJH2*ssG~F@z_nGnB7f! zwQRy5^2%wGQylpODkald9D1p#ZyR5qK8Vi@<>m1CwwLTZdljY#KS-(iR!&7d)#g*3 zsuB_|@bxrR6H}dl%d+~5tamT4sa`U!$^M=2jh^Ub=VfhRhxdnOv&v|LgKGJ67)5#zlbP;DQ!WbLU=}3A~+fO-M9wO@=FT_>U|}|Sgg`7AjL#>N=h1D zo|>A{#8xcaDCrRLSCSrFhi_*M2F7Xx4ZsJpuebAmxb409x5Pn23Jr)U4fN3Jhj(?y zeYY&?YEgX^Ts&;IVgKmmt9w^_`=s8usgZ1tx8d!G((5{aRENQ=cCaN27Oy^W|wE+1pHnr9QJo@ zUQOExeBQ)nJLT?zBcPpB_-Hha2)yui1@ePSQ$DBQtgi0fSd06l+d6y#BecrgANJHd zK)B7&Ht&Nqw^aS#J}?`hc4L>6bjr^)k0bMKqoj{yd|CbTJ~5C){94z?xoJr^k7rgj z}$dP1^iN5$hZ{J9szS?J5adUi#$YhYvH-*HmVpI`93ggqwMy z?1L24qkcq*zmoZm%x5B=?W>e+LKA5p^{Un@?ZSols{PPn+|Q8Z@e9X66>?LCl)EjSSr_fn#p-rXOCJsj$-Q4oK7)pz{>sjD zf$?ZD$(hdS$iSb ziY$e3CBkk2Cp~(tT)8N8PCqWz63`7(xpzFTi>bYLs%2Tho}GNQr@js=1mo|wG!C!e zmQVravPGK8Lbk~;D!2pZ#m-@qSJAGIlkdqk?zIba5u8&t%U8$1}$5nM(tNY{r8td01 z1rs~wL=VTMpH{SAC2!!}o4ySeyPvigBUJ9eC|{+Ob~(BFpsx-nhzb(Z)}@U3eDdsA zYa>4VOO%q0M@8P43k|*%5=AeP*HX8ENCl(QuUR9wuYB&S;c`0?&TTYDTdHfXK9VXY zG0{L~k#X%KMht!QTYqEQyrM2|^Lq8VY9_j<^Jnb{oatNPZX8vqSirpK& zoD23Rcs6>QpYIq_QF!7hl`a-U;a73H<}==jPj0+|vCPz$Nl<8R&I_1-Moe9lIZPry zI!ivc$97HI{Zbj99>?u4IPA}GKSC`MwH$sbX*{1?+urTi8O2zbS@wy}woq>!FONrH z;?2!^nLMDstjb$An_=2`+?-OKiTnUf)3e^y#}=~D>wg$8?XS@{Fu0I3u*-Sl5Tpz> zCv{`3gz5l>Qu!Xm-0VE@7-zhIxV>l=QSIsd-0+^<^mrvC17C06uE;>yW?ZzmC@Qi_!2oB|1M{vCm&?i$ zFMRvUcBn^ovAY1Pf{e~*F9ihwDG;@^@#eeWAcm)^# z%8btVQxZSQNF|NDPp04MmB)^Jpxspy`gPc<@XBU=lh2&~ettur#lBm~0{x7*(_^q@ zv(`;$oJq=me^SmJK_9m076&dKYE0taW;~BZp{5zYz`G1bE0B9;IX3?>GU(Nbwb5^;I)iLA^lasitMKbs z$I}3QDLqDWnbZ{vlcCMR=c}ZlNp-+CUo9BdP-B3AH|zJ;dm^LQIX&l{SXPIOvCEV0 zA0O9~p7q*P`^~Z@4DD725Yx=UEBD^{`}@~y$9~@Jg(eQYu*C#I7=5BMwsm0LZpOlI zBgN7G#|0ZMi;P%Pucq-Bh++gaj&FHfPfH?`UtrHW zi&TTampU0pa~WUx`*krhE$rKjwvei`rGK(Ekr{p4zUYs!L{tI$`jpp!{UqRONmU~J z3uxc@cds3C)6ybD+AtthX}qt51TV+t`tZ-4Es{O}GYmWss_?9-81?WQzc59_ZFlvr!ozyJ$0D&fnS2pT&uC+aG(D?R9&HU?ItED+! zOujW$o}mNIB+>@sjWARE)PHx*>Pmt06Av9+oYC#?+E=hMH~qacSweURhx2dXy#JbECbKgfw+GKB|NU;cQI?O``kVI9d9^NVKe2Ks z82JFne_8H!W;T_vu{s>c-F*l0W+TzisKsupUS=vQ*|_k#hoZXrdw>YGsrh5pUG|6F zVUUUJ^*SeNfH=-A<|?`2!Qn4S^=Uy4-BxiP4h~5_gT?~0YOOD{OH8oV24S66l4@kg zz4uSbQML;OLlkDx+<#C>Xz%fG|7!qrKB1J8ge?(Ie}GNo%6EIbVkyDbs~Eqi8;;ky z#&-X-Vm|xGOHK0vmGXJ>z%oFVLst$T8Z>|W5vZCZ4vMl8-c75Uqf*1(cnmp29*`9^ zVeb^tH`%xExW>UMd!3#}9M%x+iF~Qk@({ERXe`;q;8`qH@7MKJWjz^TA>Py7?sZP}VT94%B;C*_^RPJ!@XWG*Zu%%~&3Z9L@v1Rp=ci9vFlG5*@ANwso7*K64i^pM_l43xtpa z;C1k?>&ucq+tE=z>#6hI?;aCTV^gkqzt%E3ZK*cJODiT$&#E8{?kRBXI|xb5TBWS6 zjAF?BNsL1sGSnF|&YRoE#BVUHDFtL2o+(rB%YI)sO2+VGT*YJ&exkf%jd+=ql(f9OJT>J!cU?r1-Nfs89bGs0xk%%!Yrctl z#vDk^hm@HhxYl!WBKpeX);Pe|^J!_Qe?Ck*Zx!T^Sb(Iw$Y-+Z9XFbM@bgcgHWwZo zzAr_SsFq4_NPJt&U_X%Dxl<_i&97G7UvFR%?7x<}@xp}*+t)^vV#3k_PAj0>`*PJd zG|zy!Q2$@hJwJXh01A)W`M>zT{=)<@4m0&?4H`Kqg_!X@hY>iqM>@TsbN3 zHEn}AoWo~Xn_<(vyQ^j2YJ^ogH&-OWLb=o0xE9o;;u|~H3hr5 zAyGWJ#jXJ4;JC-6=@)5S8f5oBykzH zpRQl&o8dmd=IDZAcakunTzi^JXIgC|mbVcVd&!%UYp^w*srDh}o&V!CY!(xvalMD4 zIMSjWCzpzT4K(}{%xuV>-pwZ_dE|!M0GNx2sie#c_Pm1x6T5nad%n+C(?T{Xm0H-S zqt_+wAKYP|dmOp>_sU$L#-}rG=CUQJI@m%J(&O&?9y7dgUlhhe>fy=Dk5cn!UkO$iuRCVyu_6V>AVh>%r>a5c8MbVw>#_xZ{ zW&iE{9NBeVwv5vlEr!d;Vt#9e8peDFbzbzB-?j2>J6f$ zy@^TkGwP6?6A0wX!AJSpXSKoxi0lo(fyDQW%OusV+FH?jh-n|yyo#3A#@A3H<_tl!am4 zLNsmr)C)eAkQ8ng-9}#Kp>NT(=9PEJ{Lh;GH|T}lK-5HpzJ{}n$p{^^wYzxRv;`zxe@ zpz7di^MJdd(s$sV$x;!iUu5xlrKRi*C5r|l_o&f0L%A2#Q~`!7)+kwkI`p?<4C2}A zjN0d{p$UbHy4S6mRu54ih5d!CwTvwiqW@u(Hh`XRdVTV*o$8Yt{i(v`?VmIF(s`Ads`U&Z5eGO5L7yfW9fRMXBD{|_~+Q!RY(d(?}Yj;0DNfuH} z>VIM%^ZR^8hUH~r?t=uW9PtojvNwuXr;vdngIm8>JPw*q5Mjc}@o}l=tRWJF|6H_3 zHRH^~Z6nzh@nwCC1^H=TQMMfNm?VOhH|*Qd82b??&-jCF3;Z#%1;|&oFi*h1J&I6g)7$2eE``bmjiz3Uiw!e0`-Ve z#P18)*>3&;QSA5rpr#zjVQ~hW*RNkU&>*&|TlEkV{ej5`=TRQ@<=28+yZ-vpy1L!^ zL7%SUv|r}iutBoXQ-N#J6$O3SL-`iTZ2dIOCzbtkz@iwoNMwIei8di_p@>rwvf*JH zY%m(jIA6`Ts3gbnw7D!Hhx(g0vN|p>E6x&1&_ro80w<508=9wA`hk3Vu zH@plRjol;3E_xaBA*Plqf{%!{f0w@GZd-pfm|~Li-QC^uQtqCHKIvbZ8z_sg=hdc( z1W4+1e2MW$3}QqIQtdrnFBv9B+q!F8MUMxRVdvO8lguw?QKk|6+uT8ST9oM$Lf{}es1?hX;L+>idAT+W=slZ%Stox=&BJa!6bJ^Mn)iaX6$KnRMQnG=d_Pth|4qk z+}gLN(P;KWET^5M@EQXAj^s~FNPy0C6xBG=5haX-F22_cqqsnWNxYqI3GU1ZHc=_1lcX>E=>Jq;9ku}54I zcB2!Q|FfgS%qVm!lpzL(LgUB1z2T>ILqM}9FA-FwJ@=`XDme@eH}_KvqQVyCL%Qx5 ze|qER52bwu1i0dR^5M1}KGR5{BQQy<$Zbaf;u_Q)|LfJM0b=|7uE<~?xl{n)x+);9 z0BpmaI$_zQPFgF~IO-C_fE@Z(H1qnFwx`$4MZ-B~;`kM*LS-UDx5BX2Ln%^=ld2Ae z_zYgD`iPXE`&%1@IWoNK&fumxm!joOY#Y}<+eTN%(fI7yvsuDszmA;hVh<2WP=0>z z?%h34p@NzJhJZLdhK6H@Jj}sM8$N|cX8s$mj;m&PxlSJu-e_!bc*pkbPo2;9+zT)(B5D0z zcKTj%Bm4aWKY2#i^39uWTFAaqo7^xqM$|*$p-lrqs7wxKE>R>jHGkq5DD8wmBQ<)z zlOuH7=iR3+LYEjzI6Dh;hop2HPi}HS#xUa_d zz^;b2YyYj`K3uUTOEAKxZLxi8LZo@=?YNTmv`wnPYfL65N0RU=0m5&5E{HHvn=PQ$ zOE>|7DbU7i-nb&!cJv|t?8&7M9D0IDr;uOj=y?icuu8T|CW$PXu|K59a%<;TC|9jj7Ff3n^&VTq3A2WM(k`sk=F z<6W4TU8>ryQs_eZE=q7RUV3_wV8EQAY_J_V!~K3z&t8T$OQu(^yqa@i*jVT1mqRty zYz~m>r3J2haX*-8k_EKkVxYVsq94w&-*;BHK!4QJt5IjT^zvn!Dp@m%L8&m=yE+Va z$KLs~o3y?D5*O*J02o90GrX8gP&U0Ai*pGc=EYwFcx8~ZOKVRLgn@yOreXYE?IFvE zm4|}tRrF;To{{T^_E*IzrWxwOaB6sC}N&jWC|;>NCQX0G?7 zV@a>|<&!%&o;TEo-yo+wee@x2kt;0D?U{?`)~~m#rfc@nXewxJ2e#VY+e4duI}3Mcpx@4-ec#M2KWrQtdXwwZ9X4(2g$k1A&n*@d7a$g& zq7pB%l$M4cgF?-X@e)Fe5DLv_E=W{~VDb>sz$spzmXjkeL5F*)URy^m?jY)?p9f`0 zy#$-lI>p}b%klOT51Vq5-1>Rh=i2p-hhMDpM7NJ&maoTClw_8%Hy(ZZ^!NhkI$=7I z%zB-!%@(pTm$t#kz^>2DT)VN9rB+ylm711s}t{ps@gWx zE1`{IA2GgPXYGr%wYYv)?116M;8=^=M>jv&)$|a!D}W1d6ew^;8!`&%Cu) zoo@{@74g@%1RgzFs;M_I%kjg$oIBvK;zkUa$U{V!?zdTP7i@o4su zu8mJbUFr<;F*dzv?{Fsa= zBe93ox99-SEcpqpEyK-r%>~Gl(S(6w>7t2~!&&&`Ke%^ni=9q>divCH`3^H#okz?A z98i3PS$(8RG0oF#elyJEN#=`-i%T_4ihuvr5PU&$gq18>BGB#GB~IBHU05A`8fz;^ zn&0D@^XK(Ui-0k8E{Ad1EH=FvPM9wupwp)YN!pT;sENgXA?!V>D(w>t;Pw{jF0C-d z^v%Txc#SLGFK!TOfe8u5kMwUWfBO&zqfyfB^=4R)P7V0 zfgrKV+GzLGpdV)wR5QE8Q+Vau4`SxTlMOe?=H96{902m1{@0z#b(7rdzw_MI{SIsN z-_G2wu$6$cC#Q=VJQ#{N0mUm zY$_>SjA!-$4QLSbMujbKOh#!dzp(d7UGGqE?#Z*f$DQSIik*2AzScN%OZ;DjSMDAM z7E1)S_C`>5o;Fu%$qZ0_0U-Zhlz)mqqi zEV&kboTZi*E+~-yWT~TTZa!qiXkQo~P{DM7b~a9QQ2(M-o6-8z{t|;(BNi%m&Wm~s z;bCF4=R_rRbj}rVotp|;edMn=(sJ_A+uZa1k5a$>{&`MTLs>&Zg^ z-06!;9H%q#i#qsmmt&fj6^6_W|Cs)q>V%13NnnOC7#OBZ?`g>>wR3BBh+D{tPvS2t zCwXxM{;7Xg` z8HN21Ao^uB@%N?K3@rSg(BFrDJOUTE$L#)zTL1s>!?fp6;hvclm6qNUWD|E3xtw=- z0T^9v-4ezAuHa?jKRp&X!?ytP!dZj%$rWd&Zc7&~=uX>EbQQWS`fix-hfu_agj)rH z+O1nIWDxCdk^@SOmiu}P_*HHHw1G6*s3#LCp_IK49ZF1N$=^K*2b^Cj(8&O}+=y^5`G49#jzM}2pA*}4g0xRl!sF|K7iKT%R5PrBtH;308N0vbewqzo zG@+&W@AsS=Q=WlD2a_+i5&CZF$dHL$2XtzyQM7Lo871TxIu?i=19-&O?*h!oNdG@Q z`Z{x2f^ho~@$-yeF_!+{f6vKHVv35sxVxahT-Js*3vCN{vs~oLLT_CY4?$1MbGqN! z{%=`0!N>zG$23Cp>!-3H%Tk|KMaJYF%*AtoXmE59#f0@aVR2cU2@Z-mi(EWGcyJuByCNg>(!D}Y`Qy|te zrPNk2HeFTnG^%f5!TGB$`%!~k7RPeS)HH9vH)UCEZO(cmbkTsrxGx^?S|fpgd^~di z9ycf`A6WQtH9@KnC#2$*I@^+JPk7}l@Yd${{w?#CI0KR0UW_TT&nV3>Ug|hvvU+UOE|-)PWMNLV z(v<_4pWGb9&7~wM31m%chM4IVRagk5TEX0jU#bFO0&j}Y6keYFLO|V61;&wqfJNQz z$ZXkh;!{ak3wB#STo@l&w0?bgLWIZB3uUk{VocR42D*R(DMFekFUiD8)8|dtly|b; zF{5<%xdxrXFS{&8%&!SbrzFND=`JdEJ5z0Bjv zre%kwk-#EY5@#+9NFoz;e_43Rvr(zq z19>!qhK^39Uy4ZfsmniL;K5?!kGy2$uA+LgG~j_;L3GD3haE6!^s^m@vJoMjCn=b~ zzKrTVDL#WxdZ~^QGZx3wPybqhx@g}}2O_a79RW2WBgTh36@PMoPLQSfHL8M@!@R-r zA2&;!nH1>8e*3Qb20YretFmK9|L_9fQp$qQ;?z-zxl_*0AaWBdJoITJH;_%+dCY4@ zy+(GW&<32}Y%)3gY_hY$(WWOKwN1Y#ZPMQ8jsw6KqF25*L`p5&V5#UIwr0#&vWei^BO8;SxyjofJHw%>{$CLjX|7jFq%H(&A>c| z(L}{f7WMiBJrJPLznjzLfMs~g4MroHit{*s$W9Aw6S`EMviMVN|)`J=u1Ld*lkkk((@tf3e8`Pw&t`EiD3c0``Lz6Sd3SJ`k3 zEdL+8y>(QT`?oiWbV)A(0qI=QAs~%(NV(`xKw+UssYrK8Nr)oS4GRHT3Me5ZVbF+x zf`oud2@;CD^KtLrId|MM&R=)DcaJ^x7&^AH*7JO0&QDFLE?764bTDUMol0sx`Y#b9Bt=4tfCAsi%H1ypG$;om?c<{b6`6cbR zn_;_)Nt_b4WM1xDgcoACUM<`N?I53EjrEhI91j}7t1PiFCg%@oDQE7G_Y|7qWf584 z_%=FR(C=a92ziE0cy08EErSOAhjZ{WB*{UjE%@?@AUHjR+B;5YxdJ>sEKe$}>IySB zZPXX^;-)+CoZqkp<(X|Kc8ftwd zGh#}T+^4F2nwgfVA>tyk9By@uZ*a>I+4Iow^76L)dsk*w6BAOmv(S7xmG<(3)$q92 zy6g8$LPd=&$ri*2Ks8UXGu!SgdAZOb>;CY-$S5>1C>|_H=%N>R9(-zSR3Zhn;+a(` zdD|a~E)wp~*8&!+OIp_ZP%pRnO}{&_K8~QVwC7!Nk?b5N&kKN)dbYjH=dyX&p9UWu z+;C=EhykFOn2P-}3U1h&{I?~h^M741{ahabwK>a^2&I=^PW?v!0Hk%%?e%zBwMJg9v4vSImKKOKNQL|^zRrAiYT67N075ej#UYiwN%A)c<6xJoHLe^#$=x;i z{uhLu4?eix0r{yS#`)ehaa+E#-4BLggokAzGT^$#dH#ec8jCxo?ZAFXDN}Rt18dnU ze~qP8r|AZ5C{ySd3>#jBs3J&nG@73o)~I|4eW|b7v|H*d?IPNy#-P!0(@%dn{QCq$oM4vD@5@ zbh5<*BjRnsvjTs9vo>eirYc0{7>t}{%5bz``0e}abu{b@ZpqbGOv!cBbMRax5LdfyKMfrT*UR-_3w)Kh-g9M4ArSS3Q1NvH7>O z^tXw6+SNcKdTShnOCARh3C^_&rP?#`Q`}v8e;@Sd^`{B2P~r^`(g0NsQD^I1nICaf z3&#sFFeeNh3oHuNEzysb6fQe0E5o2NgQ>ypK=Q+ioU>N`q9HJ>_N1|e&dvm1I63es ziR8avdRg1^L(uU??XG|N#3F<(fwekb&DUZ(w94Ol0#2vOF=&7#6pNg|#U8pQke1?o zvDFN{8eFKshh$Y;h$~0&Cp-O|tFbH;Q3w4HofM>j9#Iw{wdUes5fYCn{#769`{TbJ zYo5Fi*<$1VzP3Qt*ZUhcy9Ic66Ld+pOUAcbD^bhB9vQlPEI8R!xCpf^pxpT;ecrc) zCGEl0@m~=t9XIG@o!SZZUhkCwEn6z{6Wg8r1sH{e-6Pm0*@eKCh+6mEBaHZj<)6=b z8bNt?Oso`vS*rnGk^55Gq=;pS#LE&DV)DDYK7zIG5V{Qd3-vB~zZd{kjcQ3L_(?1s zJynJBlP%qb^OynBQofc1I)nWXw#uT(J<=C2%1tEP-@4~};^?rm3FJ@frZkJW+%pDN zR>|I=v@r~B>i|cM|9ZHSZ6D&2Y*@j8D2tX?ovX19{dmTkl@xKzzchRh_%{eKUGui8S&f}SrkX$s>qOh01q&}M#Jj{$lI^tCAeRCiJ`I`x z&gqLmzH_lQ>TL<-WT*VqqCvNIK`NZ*X(?@-O$8WJ!4d%1#<>;{6pWWcWEHixkVL?Z z+f_V`I|*>$b=rCSTwF7eE+vM??*+cqrc7$+Co-!~oVLm*gcCTZrNP$a&0R1EWRu1e z+KdSD^A}WA!08RN{DlieDoO5yg%}gnG(8yqply?iSAaqf-v-xlI$Xzq4UeZ7m9OyY zdqO{f)x!BfySV)_k}S!(&rsq#mZXD{w=`!8=5RmD%k#SPkB0)3?xqi=t=^~^32YPP zQAWz}5F@g4;8*5XLw5Y43~_rlEWG*y;4AD8RCqj9oudt&SN{skJvfFQl)ni{S~f#N zDtyEpbQYv=dI6)e!G$(c#v_ZNoGthkwe0#Yi0D@0Ff zpn%t`0E`>jH0m@PYX~s03UGOsJM(9aoZGnL<10kL-!_r|Tk)%a{YJ)5)(x2-{g!wh zTQ=*m&tU+M!7BuFR{acGTidU9ZtcW;AR?0jgBgg}8)q8yuL9cfaa@Rcx1S3}jr~Ty zhR{Yj!cU#q+&#N=RVYWQqEr$$|M7)4OiFb7)UM3{pp?;H!q-Db(AV{S__8Rr1lIq> zn#{9^@PtlzT4##4k5HYNUFkfoQjrPG zU;jN^Y0C03YRau{N}wuRWD2q4)xvo+SyF*b*E0U=?YRR%D=c~X+>&|{3=$4NvAmG# z1^Y8`u>^SaCG@DxEriCPyEL8b_jm;&vI0WH<9YDn|CV&+Z)YX5AJ^g46Qsp|$V#N!5`Xpgg|cWx&93m$d;vfn zOwwnpbELq$w<_S|G{_ z*KUMT{fVD&cv4E+VsrNypJ$ukG6q)+y&Z-=+1B9s%H=P8>15|?B&}=5D0}EBAg7>J z_z*_lHk6~5OC=@<%OT~z|Ia(%@oNPLOsY$LgU!$g(>eoK%Ud{;<)|rNV+GDMiQ6O;rWIFf9gN zt5SJcqZAV)N(~W#WQ5REVW;_&L`3u%s&L)P1;_@D8>4jl&`{A>3ZfZ_l34p_D_pOj z7U&&ZW+p5d9*!oQeif#qo|U^4;KF8vv*@LJtr6px< z_j#t*L~O_N8((8+j0ly38~JpxfC7oumw7jS`2r7nOCfQ`8=%i_y*GmA2z)xX zrG;a-p^;HH0bd}~!%@m<=Sia55PL7;1;F@IPGs%syH zIG79A!H+GTxyqEd11EL2YAh|MTu?=r!u$$`8{)so_QqfxLG& zAZG)F7LM*Uhp&2)Iqr;<+%Uu<5ZzWEs-a?~Gap)Z7Esxrd8SS7O)W>$qYygQ4@4A* zeUx{2Mg5Q_-%v!2o)1qbajN3GRi}Mk-ty!V!5p>y%=hIOiEZ9u@K3?JuXQ-t`Cy?I z1~5Nt9!6YWr7`dJt1z?Ya1JdtPmSniR|N$G0-E(xN0ACm6z0H!EEJ`$>jD_dH-J(P5Wo9km%3Qh~vJfb#g1J|3Ar0@IQW^kx?! zi5v2K*IpihTCn)FycCT36wm+yn||aA4S)pI~sD{r<*-L-vZD@6R#5dt!E*CrK?_A5+a1%xs{TKE3y4-_HTsmSYSg@Ylk zJ*k`A`yx_13>IPt4u+wWIj`_+?+7rDaNZB_icBgqWhSow+3>%h2lL1GK;WvG(mr*j zG84Lg41-mhGohj2s52 z&6AV?847x!)qca&xm=lg6N4vgzO^nU3@Fw$5f-MJ{xS#!1AU{Wd=4?(Cci-+2ADt- zWMzz6o7|qOIrOczZ3a1oApr+Ny3PKxzan5Kwr=3DwSj4%;PX1mZHtT*e#Qbj2O%4Q z4~AX0eXq+BB$bV@yx}QYwVB)=KvINY7Gqb}xskU{o_e~vR-nU8QT^ja8QYZ_R9%&K zwb5%%!_ICRfL4g*5Vvn$ux+B?PUZ@uK~(JWe^uhqcKYZ(9!vbfmU**QJoZ!P@44f2ET9cYOETmMOY{Yv5U zIapFh%QXt0gZ!rCk)IZ%_H14)BEs{@7UzttPELv^n;`sd9PRQ=c3l&oef|_ZUyA!N zbZs8_WShrkl8Hb8|E53GZ-U)hrTJP8@_AMAr@Xn;)t_1Kr>tf3zSVh_#0bCJMdo*w z29*19=%XQf->&`Tr{2hS+Y9r26%JWTmlsu=J(A@)XXK2LZ_GLPT|PBGf2#Vo&aF4} zUy7!B9`yi@+~#*T0~qhq?jSN$(*yFa{5h8jL|?>1*Chi>5I{#5rmYBa(=~>>ba(IH zC-;R|n7XwHI-jbdDet{AJ^&c(+I^dDlGe>az7AtCCHI3kV55~dpoKne_NV!pQn8vo zxW$S98-m`GYM37&RHmiRa8lsUH$l+@5Hoxdab5mn>upCW`aV#3ldLm@BR9_OwD0-* z;jq2Pb`n^^0CyP&EFDBVi3^Mo<9xaZs zG2Q4sKdja&A0!3AFV{fU?ezO)E6-?ELkAGp(rM?(ZAK6g{bzplEwZ@d7HGM@KPdvs zZ{H>Otl?!E^{@3~-Y8PEh4}6T#XcxU8y~4oCDtzGCw^Pbg!76taR~IO8tF>0f(~vKx}C*2|he_Dw}|_jVywpZc(F zu6!^s(@;YLt(KGlH+l$!sRAm$2$vf!T3uG)4`XIoJZOU{_UDZ^Rcq=I@uKu)t}oC8 z903OXaWoCtlD~c_Ld1wg>u4v$Tn*&|B?ZHiRc?N}FRNTh6K|SlR`o9pl>G`#Waw+rR42Pa76&vAZlIE?A7M)0F>C3H>~d> zR#qgI+`HPaX9}l!{=N|4!S}~a(Xf7B+`tOhmt+1c{#}GWI}aXSZ)H7oN(Cl~?#)4D z68RYkNdHZLb_B(W0n;=x34XPj$%8&94a$HAli8V*^_GvH4(o^9HS7m_LkRpfwh84gP@YK64?n8a| zK!44BhH_e~OAdseA1&cJODaQvXSOUu_34?M`|LF4_agDV5!(fJE{CU+-pna*}t!YV$OD;V zloXx&9r{~OUjrkfXmvoHo&)7{UTO0j$Z~d z_3Z=xt2xvKAk^85yW|jSO85(I>+K^LS)~l3d)S#^gJroi60ZCx8i>Mjr`{don|^wkU?5)XB!$WM@el3JVwUR9{hOnKJ~+-QMclFoNBVKo zuu{vu)OiT~4%Qc{a9i)nnjr4vsuuGUr$Jq+k4Ah@&z;^;kZ_2{X zQwyl2z7dNlmV}q<)Wz+DWtl0mpSko(Pm>(VB6;F6dJd=``OcffM!B zpVo{rXevH2JNO?Pm%aR&%ed(Cq#!9W>det*(}T2-m&M>u8%`v zdOT^1#f-!GGr-Uh-k7s;_=t&Ag!(+X{*m0Zlcb&*>T9EwG{hws5WdERI$h;Z^i#_x z&qIV@K5z!FuEfacT-*6&8&w#B(->tM@#gjo(aaR82l^2@JCP6JLA+wae|E*& zLIHBD9dvSViY2Hf3dsEre#~fA?u`78an#{*=|B9K_t%GgACAl4@cL=<^s0Nm67VSk zkNDZ;y$JU2GiW}|U&zIh(&pngYJKCVGPNDvKugxS@UmaU22gW}rdODaWmkZa0$@Z4 z9LX1?8t;zF5YR?UUA=G?Xm@tnJ;+15tVH#31zZZV)t@)dxRO8K0W@Qrk}OrU$IH>E zT6wm$ZN7O*ZPJ;F}#4G$h;fltZ7g_P(yu zJd$u(mQRy*N$x}dS>1Brq69a00i=X^vN1<|c&JF6c4~Mkpa~o)GOt~YOT9)#h#Pkb z{gt>oudOAg8ipU%iedSucMOE51u2x^5`(SRY2WsPjS-EHi2Wcx$qOMcAzSuumLvOO?%C z$6V7>-dsb1y#uA-Xq~SG@GaMqZ$|lL7Y;>ct5DL*?oi|ZG`BQW7%6Ywf6CgjFhxuU zBJ3X1wn@p2Wq7&0XSY`kWINbjyEvO&AQrp!O=Yo#w$xj8n7OGe8s5 zWPnLi_>ygsP)3bVb!%0!Ey^#0a5vFV>=6K=lOGz%Yza`SZX47h9TY*|>R$0FA9$H# zOrja0eTN1LNZ^o5sZ-n6Vl_q6kpqzv;5u-xeHBUH7Iwdr1A4}YT*f|HDVYd)~I5mDN!Bx+28G? zgR;tyBb3$&!iZs9r_84@eJmCW*bpE3{s9H^pzGE-I1Z+k*2w#q-qU^sct^$X$8R{` z=sbhYc)!iZK;!P*PezoGr5bn;-dr=rX$}J)hQOzwv=~-*{xVK2<3S;UKfu|F(ImM2 zHGEE+X6W!UU2uKb!0pEvuB^m4M9UDh{sBK=zVx?Q`Sr^zS0skpS>A@O72T2anCR_{ z1=?%f=nmIlc3R4t(-nT3c!^vu4>+pYn+;bM-6O=m7%iDRPkV<95Uwl4v_qAAO^Tj7 z3>y{bOdWe}s~EFkNds7|sQW0j_H7Q{&)uS+E^n){f0jfR27HeRNB{u8s`8Ro@WOQ3 z`KBkX%-xE=sm4FR$4N3hlvsuG0=qvF{?StovLM?+sI)2xuTM7~^A-&`o$Kfvprrnp z?;)0yqvG`iX``hku-U=1R=Q+kTapf`#X{JP3|l>H*Jn3MvK;E$&MJ8{MoUb*`vw9a z3GIsWIrjxN{M$UW@VsGc*AvYmB;nZTHHn4{xle^JxE>|0d>>2L6}b2qBjsQWy5M$v zqWM7L<1s{DfvzlvaZYi`8^w&ru$l`o=KkLET=d*#m}E$*1r2X8989OmlMeSHM#>$+br{>}cF zlcs*3dSvI3ps!TJK(pTVbzLBnM{}!wi^po2I zN06+^BM24B_|na{u9rh!Bli*Z@X!u&#b9It@LVMGcV(+U>B0UyEbaPM`X#=V9{)GQEczEv3LCIn*jSwx)gG21SS zDIq`j^DX?>r<(+jMItsHIwJ|A=`x35M8spc08b4VtWFo**3%A{CYJ<63YK=$xVL_z zxcnGX{bYMcQ$NF7>OJ&%e1qRDM`u>$l?cf}a#SLF2%?$}J2-8LBsaKgq1uAQ6wRlj z+{uwSMkfb)6HCf_V0=qxzWLn-7#aF#hZ&Z&Sev>(#>qOig>YiHC#1z+gKTw4(hpUr zb)yakoXd-xkSf$yQJ8#g5a6d$TFvFpufG(3yAXsS7uN(L`($dNY?#bJJ4tBh`GqJ1DCN+2H)qgudIxzM>iTgyt_@+h6J>R3S5 zZ&LX3l&dK<`w~o_U_H7&p7y*1JVF=OmT(mHzg55Gt;d7Qr1Yktw3{NeOKCZH8FVu? z?NeH8Hi!9!ht1Kf;$@$(-2qep%%)~}m}Ha+Q6Hp@0V|JVHan-I6WbKRDG@?xZban! zd}$_byKsD!GS23KYG}y)uhNf7&jdugn1IUnc`yY9)Yl%@<#%A9%GAc}89$UW zqS2a#xvkwJi{R4QP%xT)JdD0}~q=cK>DH-)T4VND0z`wZf07_xoq zy{aIxkAQ!&J|kn`8=Q%H#Qpk$Lls5o6a@@}=T0=NUOEmsm}sj+X1QBBy||Ra+BFEr z@~i_(PkzzUwnD){;dt{2uv%~5=n*y(@nyqbN|Gup4YdB!DfCDS&v5eF`hY6F@E#NE zU5p3NUWX{63oMSu-vbZ%%pCec*M2GhJA%6Q?^1ryV+Mq`|C6ZIA-k#KSGv@d+O+uyD`*+|67HIOK~5u3$~> zSgxlY9AH5xUHm2Ux3>B~CfI4Y=1>bfHUO;ZvOX&t8{8t+eR9yXXNp|VPz9#L=<9dl zb2v4wGLJbZe4hb5?CA}S%n@V-&eQk5tPOcj<2j{5l&dmO4~7b_3F5%7+qBy)@Yu1< zS+cC!S1L12E`>TG?25#Ab=Om{+g?lR*ejtP#$Nw}>aisHsfU}b*lhTIs*o=)u^ctT z?3v!j1IZ(FjF<3*OB*bfMQDv`jLUJYJ=HHq=xW)btvooJ8px^*F1!2?DuAZQ^V2*_ zo%Lhxc2C@mf4&(E=y0KxHY7D4X*ZOnzGz%eVht^t^QB9plqa7(W2D0uN^QD)B#69o zI79Dq$62)+Lc6N->L3^@pwab0YuHDD=`cag%Mf-p{wY1l6skUb6_#C@6ANb{n2Nje zPb;wFNLDF-3^QMPJ(jwj+&$iQ3UZ%LH z`*c;A05s|eU>{<5xiRQ^<~5l4@%1Oecs2lGSuTWmZ(98m0HS$02U*DI0Gmnb{_jZ- zQ)ezEO);^VK4fE?m^H_}&+r8$SRqYy)gOF0$^=T+8y--9QTl#AdvTg)9k!f;&jOw7 z#e>{Zq=vFlm$Dsjx`1B3T2eTC$U?{cfce+O8CA%RdXw>SDP0Ka8o!;nn#n(msk6>-%$;g|Lr;zWTy^YMF~)`e zY?$h0{nIgz)baI@j__>XIVj8PpSMWZW)LD4@*O`>y`ou-LE#^_?GV5Xvv7bd7mrEKp6k;RLbIWM51|-NO`?FKkpIkxafiD~C2G=&t>qb>8i^{dKq-;?n1(dv z%Cr3a?w~Igo;RS}x4G09%l{J$iGb-EL?B?%wNzS8mBcHUrFIt+TzOvpbH5cH&MbAo zaiA&o(>TWTdu!Xop`_}0eDvz$gIFEY;!vdop>KuH`zwV+K2z|B7!ngF=Ci1g3kk(? zam9wk39S0Wlas4=a8vLRpJ7Oj(j;F<3p+`}PsVj@k-W!?Od{-9mru$S_R>+xfFIytBn@w@ zd4G~ZcreN2z||B@uu;?)WdE*l%%{Grw_762Dk7G%_|~8010~%SpQ>uxx&3E3e@xfk*A;C-*A$;I1zAz< zH1T@qWyjIEY7F((gN%%G;a;MncadOTm?dPNU^DsbdR|KXE1}chp@8q+ZD^3WLHr?# zDL>0J7N%zuz;U)#g=%mnN2b}2g%1v0N=UfehDvaRVR~f)5t4@d?Txn2etUKoT$N{F zVv0JcA6_H(#Md0hWM?aMUx~9}zZ|#mC>uiXIXLWZ;?45SF3`9RQU$#LI1G^SX$VlD zUB!CZ(tD7t_`Dbzl5a^69MuokBa%Bi zko$2)KBGdiQHPxFeXZu?R&HyCDXzVa{st?_@|Q0r5XA=uZiM@RA%u-1WdA@LgfJ)~Kjb zg^CO+JYH;i0Z=>Q7Kd;jLtWi=)C%iuM~F_O=2V&1nY^nbU7%N;dj^zsl3~ZUD4QcY zWU7q#^jT23`!e#WD zpq)UiA(NB)TgFOig*i0z2r%P7b6h(hmA_Q_Rc4^AE~;|?1TBpDOM?qA7U!p?BSF^N z9tQC&DS^eQFrLJ;0m)4G0-byH=BdE#<+&n5Gl}<`?6Yow903Ppy4v}=0y#X!y&on*0DeeXEe%llkA`t`LRvq}D%w8V@Szvbn(kX^r?|PfbD!sY z?|tgcmRblO;-v!OhS?b32nMeTv@GApaSzXoQOe(1V;9r6&Dj%*^yND4EAH zH90V1U3E06SG9}za9{H%^^WWF?O(bbcS`lPjdx#J_|A2Z$k%O4MTbpM)D`9Rn!r&c zk;mU}PzSQVgtRVRkWO$KQ5D8pe1!7+O4Qhj=!yK>#g3i%7GtPz>UZcAZbNXx+VsiJj4M~SkI7(5 zd}_f36DuWQcvJf|_dgG&e2mihte1fMd@n5cfwy-kT&Db^$!Jcw48Uh{xw3E+O9~sd z{nrh}x*6eA1$llkF;5`(*797ropnQ@kN~#M;`(@>6+z7(#495$y>llr(-z(aw-`j= z$)F=w!YisB+fJ1hT2=!f{u|=aQ{Mu1Hq$1vz>q;BBj1$~php%{G5CI&$ifewcJE%P z16{S+ZRK+w5pV8GYGP`t|NW@7Hg$KteY<*iRyf;x{>ztJpdS@(s*kzKc7-M8B1;dk z+yMc~9_I%Q4=iO^unF<;K#`Nv(q5ma;do=`g}>t3r1jL=`qf7tC;TO5fZbYKTOm&f z8fDNvr6eVBz-WZATiG1u;i=c=sXHa8JMXt^bLJOTWkR{R`sF7Liv-u%v$i+K4gXzL z@QJ9FZv}sMo2*|1i4oc^IP3rM2c1BAbcabKXIBFnND)y{QANc7Xd_`CBqb%yK%^o` z3-jb^g_IPVEUm4Skv!pQPa}W($FNw#pxOwW5g+}{`(WDJ)Lj&Cr19< zB>yXm5SJ-=Pv>TzWG3gN+*{$rINvB`&bfdi&rvT(5Ky-@bht7T+ph#PI&1g7k-3l9LLT7E;sF2)`ZztK)hl z>S8}fJqKA2Z?7EsYp<9>=@#!)PYY#n7jQQ$baV*ILTmpS^gJq*d7*!rybT*K0z<$8 zY)PySAs8QE2qWjwUhEgKi{dLQD{w1rn|gyccJe{JhJ{5&TiX%nKU}U96aE0kX-Q_Ipu)LeTj}qWRZ-xBp@i5PW!uqO59&a8tM{9 zN5_PHxC!7_C}W(-1B=HF!S8D?0w|7Tm40KlJ~p-rh+J0^piV{Q<+?X-iilKWSb9+Z zPEpg9$qHf0RW@U4@GAj{ct?o-6MKAUwWy5d29=&no6^W;P6mm~sZ|?wCFxhCx9= zo}M+aK4xY^qy3P*@O>rA$YCBFWT2j{X5TS5@xOfBe7pSxcmU!iHTtC%Agj>T+J$#jD<~N-bP;CGpN3O&T!6Es97r6Z8*52-t?SxcGH&-^tULAt66` zXqP~!1ssKn%gW{j8Qz)YGYQd@#E-xPCAJeMkQ_0SQ=kF>fl?ie1qCu-Svs<6zEG$I z(g(los1LQEaUA3I)easl0harftKioyg|b`-Kug)CKWL$K|> zDVkS1QAm~F99e9#f8QW!up&fjonfbW1@Cq)_SgQtf<+KyE0ppb_&VL&!idB^2(}on2QF^am zUJJ`-jmz9NUJAKDg~hW3#M@k3d>+Uhz$}=m%Sy5XMlM<4qSJjH9Y4Xg_eh{GnE?EU z{SgFfE#1r~o5FjV~YzI~MuWPWKN4N9iok5t3&fB_AX-A{bF_>l)miH)L@PjczWhZhDO2RNq6 z`On^bOW-azN1h1K z@coXWU<3`30d^6#PVp;9dY3G7Px#^wJC4DXzYfA-I8z8vO7ikn%8g>OvZx_s#^Sbo z+z((?6^-bWE!^DPz#5Pnuv!5{bADg8f^X?kQ<1r*S>q;nR7Ad-Zw(+1)sh#n!aDpKhLDY%B2F|DX| zJ#j2VMFSZEU6wT0ZN5PyZ4xzkG7A1PC_f8AThGEzu!WY<<#N42}DAH{gyF99OFId44(f z?D7+Lz$n+;+e@rg6X4z{w_;b^xAro^wR3ImfADzxGHNz2PKWf$)Sl1J%RL##sPIzQ zQ6ayJa2|FEr;-9>dyY%2>~^TmgK$dCYg+YSttQDKTL@pXD54?Oz=3Xu%+Uet*4u96 zd~;7gJ4r7M27^&gzph^DR$xl0OI9s#1a6_G9NB2_U_GGZWUjZ9(s;`&dqaNhuKs1v z#P!e`KTVnn`-NQuEt~j$r+?R~*VY}bD8RP;f%9?`SRo@OmNz<{lo_I}Dq{dA(u^tE z&4T{BU~P7JQa5&)SSO2YhOlI9c}36Qx%|VI+~hK}_BO}OB8_-X zW(Oad_VVb4uxm-{aytg^pw5-FmYaqxf08XbE2=qaqNvqIOLdBlWB99w5-(HSQX!l{ zqO{^_tUZK1Gl~_cgEEWX>4^RttbRORgZb*Ky&AaugDSE>NPJ0K=U`^O5~Sb^%_54E z^D!&C51c_heKHTYqin)EB7E`AuV{ASA*zs0wSbH6_($d!D)fy&Cv9G-cfh4)sD<=~ zpJUXyt_PjzrZhCr#gPK^#`PftDMFGhqZ;X-P5xw*ni>)`m9XDiO+;C^gudQujZzC^ ze0cXRcSoQ3SQcLe%BMH_80XoW)U;IL@;3J*6D~_T_lHH>3<)_Z1y=$+KekDK3WXv$ zubtipq=$UQnbXS?+t1X1NTZCpZDn=;;0W0H0KL0<@)R_S{KAUr^yHi|KIN8Z6G@Aw z;QnO#0zxoh6Vi;1m`!OkdcdZSseIwZUZ)Glu(#LD>@hXanaDY1*{J`z*?IiTD9)C- zW&$=08S}xA4rj@pTc@m^dg2Io&K(TRc`rC+mZ_q|EdU4#A8hn?mY?$)<4W3$<38#W z-2L%mq&V_}dhUBT52>d#jiL(G*#bdoWoEq153|C8qUJBd?8kYi*;oXr8FG~f3%s-% zIyyR#qbwW>8Rqa*X+E`Wl>$;-RKFTDqx7uTRGKM9NhrSoH4_&f!{JJjN^u_8Z-I*p%dNn1T9UZT8cjpGd%ZcTdmS z3=RF^dQjW%6 zX7~5^m+u%`7ofCg-36_z>`K0*H;n5Njr+QKC<(_U=ioiE{k)9ZnoI7q`}UJ;FB$RW7%%c`rw_zsavMp0TO7??3%mNHK6x{k zBAkwap^)YkW0cEa7A;C#$#$oUGOSE*g(Wdf1oh;BceFXt2`tHYN&I;{MQhI4cusk* zuwjVo7~d!%L78Ws>Bb(AGr--%Z-6*xNM3Sp&f@+?%b4Wx z(S($(WJCKsIBgf|BA>4{8{lXFsOYQE{!(S!pKVjOIDFE{*iW%IcF6>8z7Eqg9%Ap- zgH^PV%zK3rV6Ay>G>T$LQm8XCzL^xo3|`n5T4y}ImVB{a@bCGBM{9tzH+8r0l%kj& z)y`K6LL(UthS1j^dO?e)8xIN%17F?pOgI@>in$6`l*#u&qz0(5w)KXn^FfQ< zWL@m~E)kt`vepC*vq7`>AS}V}hPiRUiVegD9B39}2DOGWZd(p!oG2sAae>R3n2c=X zJU4Z>$LWB&=%vEZ95#zh-O;`0mmqW^qprI8^c!yZqy`QOzk7<) z5r5}LEzwoVab$yMY>Dpp)#oslDTz@K4s&4+C6gQSo;fi|P#M#zx>wsnu_#lDLFzEaOUGRr2^h%=9ap+7u&-IJ+~-} zZZuj=g*$97k0qF3B?4o&LNMp@H<9jbTwj}O;e{qEcN2gR^Uvv!-b>;mhZ*i<;#k7S zSZuFl=)zr{bGjiRDlJyw{LAxGC73~Px6ehP1)7jKO&{)dU3hS%RWtw(?gGhvC9&d^ zyqugwO(^IwWQEtt^dzC!hz(2>&(1uSvjxtgeR;NL+JoDnc}KzLUDR=Ixz6$WBL%!8 z?37egMVi^Slmj4x0y1&Gud3$@Yx)C>Jv3mxxhj3N8nf+gd|x7*rXn_-9s*)EO+PM` z6Ny%3);rpqcXG;4@swaWPV^k=P|z7;gA|*6PWn^`i`kA+CXF!u>cocWgckvm)1%;W ze=ElOnb5f)zL`bNXb=`!Bi zc7L(VAV&?ZWkENVa+sW1x|~i)N$Dd*^nF@e;pb`(z%m0 zScTg2&*+6tUehmsr>7tkCf{cJ>FNwNaxsx44DF34+_~dUJOcv^9%<7>hK>@IUo}O8 zHNdL`lQ^QoD-9V!fSGpqmcF#FdGQ&P(BoB>=b7SEX!)1MD66|OUHoDAF?}++lIWTR z`m#8V?9IuN{8QB0o$WcvEK#@)4~;h(DdLwcSFXQ0f!8=_hT|>3gA8cNSEdc`dd~Dp zEFPctoXNHsx-Q49?U!G0^HYTh(Un9yW*MAY`dE6A)@M>|_g<)_RG87)pQaTVgbEhHk0kDdf$0%oL znlhfbuL<5%zA)~4_pYpW z)wO=KJw~_#lrUQPr}2p0Yr-Kgspl3H%1IcGsJA|gs7L_%6>Z9lIm)Q)j!H%;x%LG} zBjYbRxw*?qf~>IXcW@U4Ik_6|elKsz^53Ty(8Xej>6chM@$VBm#r<3Hu-VGX_-Cb; z?0a|EQ8cb$EguEdi!8M9JTZYQMFqFSp4$|ZB;_auZihCS-`a$Au#kx8#NXbpP)&6O z)Hrc{Alt@UaXVAGByjVbZ;jb;))iI9!y#hGB+^j1; zLLiO-Xp6yDyY)5&vVrT3^E72ygITYkp%$i>ckh{G9DK3G=Gk~GNe*ZKZM#QykeqWz zsvFz&xo1^j&uo+ur+_pBM)ndL3GQz`0`OuoH-WRYY+ETV8>6hSkdfzCEH2N4VtY79 zNS{*#^=T-%Vtz2{R=z`35>TIUN0cxKQZ`;5lKz_#1MH<@Dv19+KuX24MnRFHrqdQ^ zx79v{p~T|;fdNL|kD^s52{4_X(?l11^dSs(RZ~-A9qR|rnDMDcA@)*rsOXROd{?Ni zWi_q=B)4jE(`o2*&sQdd=9vElm3uoJZliPCp{<>hJ`NrK`%eTWJj+0GKR)t&?1|3szSa4|_s_wWfgsF@hW5;j|yEEYa+Z`9iei;0z*YQlvv zggiZU1Kn`rGiIY%uVG)h|1x07_5Mj-M{v6TnCdHlVTw*yU05A;|4?5HW}0kSd>oAO z9c-ymc3H2=?C8+241CpShDMO56e%a_LevbaC!K0!M1)LPpbbuqlxG9FvN2|wYa*+z zc*0&|h)RlDhs7-4>Tv>Hdd4q1ksg5N?Y#`!9TpA31ii-?w`*tIuI&WSP@50^!#e{E zzhgl8L3C*DQbNl^tSdBHOcw!%yu`YID8N}H)T*;DoWS$^i3kCghMOrwhP;!PaLHeM;L*gT~}*d{vq?j zwxZ3lc!rwN_kkL?`?5~v*hQEs?IQ8Ns4C_fpj$d|GD<`jcK2jjctXK#8E_?;o%bnV zRx5Wc>A#JfhYp~i0fUrEKi}7!9Co81CH?D_nSjj=+g(2-bgd<87B}iM@t!-)lIBgL zZehXH$0*ap-%orG2*rbpr@>-mo_-kY|Ry);aDzb01M~SeGq4ehN#gKJ1e;u^fn#Hfb`#K(Xp`^7!dnA;!I5CGgu$*!O+BK`HiFW za2rH!K)#;N6XQK_VfU6#gZ};#LDFW9a^O9=Q^Vz`(UT0tB{ru!Ew~b&-xyfOu=mIC zs;jF5^joNA85rFNiM2JNOoq9%m7+PUd&XXSMMXseH5f{Z%KifCfbg=YQiANlZ&-e1 zJ&? z^B-Pvu~gSP(2kT@ZbsP%OSrdRzA`z&Mj5-MLbFSLC*t_o4AJ!!1J*IhfFRQ>)3A_` z5I!@v$LUfv6qhSqgx)PL%C2AHnsj^k&}{Jqa@wwg<|J@|k;m@EXjt1hBBvJ>82uVt z9kmm6!-Yk-{NccKlRg*R$8_Sv@P?qBqL`R*up7ARR^ObMqZlDhN=>DshwKE6zSX1Y zaWyvCj&$fjn(wb7g2Vt$QxLDntgP+O|gFXo^$C_h6hDD@z zNgu}~bSJXlrF)G82uWm8U}j_np@@8U-O~ukgR^z)Rhp9_mtg+MM#c6T&-bp_pCW>S zI(eFYSs5BIzVT%e!tk-Ea(Q4$f=6IEyOj_U*0lQP2PhR|3|VWf@ev2I0B&THYUOjn z)U+;cC{JN>HeCb718+68c2J||SL@-3Nl6pjPK+k};*Wg7-al0c&Wu%Gq4B|yGuBv_ zsm9~5w!@&398?SDbX_9MB}DWep*AtS9@s^g`_WL$5Vk&3Z7qHB>ji-JbnVOdegFKv z{bA{&4n**hPPYaJPV+{`t-RZa3eE_IH5mpdMyJjsyZQHDD=$qyIM7W)6lHm2oud^5^7_Q64e*8(%9y5bIpq3(rf9JdHoezTv`V2x^f2nAR&@6*&X6x17KYQC zX4B`&Q49iJbF)09Wo2K!e3|mkgjoP?{PIVay6$|>vB+P)Brmyg~2~6k&Vj})zEj?cl&V#%4=;}!7k&E+D}vMmCnt9zCOqXeq5CX(qlsyceC;) zV&jm#|3Gm2)Vb4BC7*N{JOzykZ#AoyW`lGUknWfqGs0x$E*icjm3pSXDWmUGgcOA` zVCO)vJx8otfxQ`8C>^fF&w@erhiPu9a(-fzIT}hhj6PGQ{zEnfB=6qK%c~E6jkTma z6QBlt7-nFTJ?B8oClZy}>kAAkAX;Ri)WMKB0Xi_c$M!N$jG>{{<313g@`Pk_QV!OR z!^6Wzl_-Kv0a4zte#l$g9SnPZ8&o(UwL@fs<(d5;)~90cZn-XY8W{|HJ#nEp#pa^->x2uciY{VOOTFh>e76cJj95F+X!pPtQx23Pb)_G?8q1K?4oZV83?P#bu?c`SsMLNl3we$q7Se zYJZyTid-Nvg?WN$IXOXahMF;dzI@;3PLhh6mL=MaY?LYjCGiHj6huHkKtxa!L`pqt zKkxgU^Ue8Y&dm3p|C}@P%sivWW^?cR{;jpHbp?h6u`5c55WbaJSXdt^pmSh&etr&> zo|n(&?f*^%fffs6JqnU#097C|29OrGl4W_M4M%k%&oPhtf;~kYVwYP?Y+`=?_HYIl z;JWZuVYY5ntZ8E}wsl`XxxV7}1Q4#a=>2PVl z`>C;S?)HEFCNK!=(l6-?5g!0^5@0cbQXE_yCBfPs%yR(+v6&3Zg!Z%PIV*hP__1Td z!;SLqy7__YCin)-X;)WQf${?Jj6d&3{ik>H-(!mWS5CzLk%;ntl~nQ%hvk}ikCpC! zA-McE-}Zl(KlA^?%Nysl0gu}?9+3BUAx&xEB92)EGD@t1(&J<`mJ%Z|Xnv9h`Lh2d-I z#@U($a2gGK|M~MLvLO{S(LBh@!#Jk{W6`D-vG?r#wJ!@zJOdwLPvG$>a>F6JY3jOP-Q3*$Y`_csK;LH7qqOrRYsDlFVXr!rwUVLY81jDfK0 zreIZwT5NLZCwRI!!U!EOCAfD*UomtNe$iZ2RRx)c0EZC}62e)R`=@%P$t`i$H}ozX zbVA9%9sw5Ks~fU3yZ>gY_%r;09rW}b#*h4{@;t`^!+_`+$K=vCOZQR*-R+>^~?Gz+`z3zvT=qP+mYpN(L`STLkN+vR>D6~C!CIryG*6p%BIei znwdHIiSv2+(f|-zR1gbXzKo9v#uzi?qJVd# zpvi_G)J9Bb<8R1!QY7Y+-H!xS-Ollql{>#2pE!{(JzMDtt95$`z-U{XFj@+1Eloxm zw(5(ES0^wu7TOQ<^B3-JSFmo7rQZVV_(a>NR?P#pv0vNV|1~N81ktvIVlfq@q*jaN zL7m*L5M=ge)heRkaAIo*4^jU=Mxwf5(y=5z{vq1*Xs`KP<-VjaGX;1}ZZ2bPauTIw zqOFP^+MlV&cBmMTnfn`BwM(Utge4)`$n2sDRLJD4-}7-E2ru zx>}5oxyUkRFKI31nc{d4hMH(lG4@GAF{D6JS_(W?zD+^NmUaRpi32z=OBdF-onD69 zanMqF0O5q{$xVhsUkwc`Qzi*#EURwYa1nKNj`1mpAp;13taI3o5+uOUt3IVg+%*jM^csKr> zA6&M%T3V~MTxaui1w^d(v@S(Eya=AUYWz?diFGql(8+=BwjQ4YtUbGs(1U0aK$STB z44I~aGBT~82?LV~x-kM-4*;A(3p;^{RUSo=6tRvJlw`Drl?+h3T~O98w?)Wx;-s{{ zaFxr`{{%k_Ba?7=)V+zn3z{zi^fLj;xq8wF;jb$ALD8#rJwE`3I_truEcUvanhGhF zWIC}GqHv_>1_J=n+qz2JHgW>i5M~rWza6v$LbxU@VhS48DjV+Thhvo3V!l|nPFT5^BkathzTVqHwXlelLMr{cDQ z?L34EaH?OVlB=u`Kx-Akaw$+o#DT`(s*GB=W`ZcwV4vCZKA!&8$r4z%yz=h5jMo<- zgX@OIk;hZ^1*Nf=3+~V!ln@qE$o7fKBx6;`&|T`H;M}i%DZwim*{0r613YC3N4k4M z%3$5W;T@m2P$HP*T^>i>*ZooVVS6pISD|zYTlyI=MMXb8e`hkVI3%3{hA_zsY>RK_ z=#679QI0XCQaf3UvN{|BNzXH(@m5O}BO8^ar)w~wv?KxDoQ|b%!v?Er3byI1 z_^aNtRhhR!7r>rBbw6Npgp2hcHv3OaEgapbtgdzVu~tuxJo)%S=S7)sDFbkPSzG?te%~FbZdg%~=-`@0 z$+W(hfW=5%aRS`;Yh6DP(%9Nna))>^tfZaxUPn0V(NmhyjB4dHDJ)l7uuYgc})ZD43)hVO8xm!8`$?j`~|>AB)FxvaYrPu z5*Oca9@$A2Zs_?SSiI z8T7J2!(0tOMp3x2jyGfut88iu2=X|Sbge^3*zRBWiklYIrw;iLbSuyN?Arv+W3d%L zR|2Wg5cif*T3m)+f<#|qlkX6D2tk1^16;z}%y?R%K6h^@ZsNX8+i^a}xQc((*$3Nk zS)vy|Mlh<}0`O<6Chfjdn}B7^gL38m)c62+lf^z6^g<~S-@s(@rxjF3Q9qsiYgaR{ z^rOVe`dWSF)0M8l2bU?O9&xU4Cl5ao6c(uj+R~s@z>;E$CVJhd8U7PTULU$!^9aE< zxSnn=!Lptpi>Uz5tsEkW{Uu>(t4Z2&KPKCz-^1}nb8_A2~IPdGkx*-OS9 zj6koHYTpHo!|mM#YH42MS}>P;s90lsu_UT$N<#lqI=lPXD`Wku+v7af;;KIaUwUws zghk_m4a6>Q6}lvn;3;C?dTxrsXLYjwqz;ud&TR#On-}KhH2niR@B8tBG>v}!Sb^e$ z2nr6hf^DYXaZ#oAvAO2MpgGcc^I$y463X1bOb_xR=n1nYwS_|X=aTWYpOkpaY9NGj z!{+vZ1#hOn9~kzmNv?LaaXuwah)jcAk8=8psPP}qgBSsySLhP?iyV8ui^Y#cjd}Nb z%s>2ULSmE8Og}J*QTHdRra!MJ^3T61%A&4Il9J;#ku5B=2KZa+7}wrf5;cD1Kr}Dj zWNQApXY5!hZK|U^|G_xB56c^oW51YRS&Fcw(H`RDo4kv%f+tr}wMt92;FyLO6Tfrg z*sJKykS|li8jyonb$F>X?sa;`hgjHm$bk=Sa!mM^#uZe2l<5=yzz-w}Tx=OWFO#{y zzPeZJ*o%rU&tM+xccW2>I|Fr|;fd4Z|_> z#TwBu0!wX9D{VhNfyy_3x%)t`|7xz_5x^E zi%hr$X@9R0)(fGr3MZ$*1=WIXsO)!orUokh7qj!};AJx7)7P`vEF z%x4*sWG?5B;X~x&tOJv5+fQ!#z zp1Y$Mr&rWoOIpXj@q%&s8JmuUFk^Yc7Xtj4C49`M+V{qn321zreUJ{pPT~GfV56?# z(`Je*oajE0JAeS+m=F>-)vyo!{Fd`->mfdbXac~B^R){LX(S!AW7Uy;@&>MI>sg

      !ui1-Mwp zw8_DgcgxvR=d*0#HfaQD;F#UA3?vf!htbtRxAn^bYqRVtl^4428!eN+(v68{{1ja9 z?%1*!KE0sX!~=$)o<4A^f0y4b(=Z`i#47nQTWfPq{7FbLwDz7nW)pcf!YlUt8ZACa z=rk_|U>27rcDRj_y(F$;(M-}t^ z6Rm9}M{&0S*$x1Q7WL8bevX=hd@hx3y?07wA4xQ!&U|SwdIe-77dL=b!MmvuHQp)W z&_-nrS*s;QuwSnn*uUVpJ_eiA1<-C-^6yOG^MBg9MQ|LN9I#A3LF9aOWzG;*>sk{X z3iGy$AHW@SfXg%XcqhIQt*I}IwRH&>=^hLYoi~Qz&@k|7QmyKlO2Fu=C^c zGnAAZRDX=wWfjC(Ai@fHsW!M5mX(T#E92kKkvwg5g^@C^G+X@2wQe`w4CET+*wi$g z5^Jo+K!Pcip^;J9`(=>2Q0fp|CtS5r-=VmGvteyDOY$w200oiY?>@Q^w%&rYD>0O- z8m;lD_AH6Cb;}bG)ZkACoJG9DjR%((zcCK>fh+)wXm38eVH~Dmi8znIH3k|Y3-vqO4 z8J0(qc*r%!7r-+aS2}jVKnTY+|2A4H&uu+m&v1#ZDVIQ$e7*LbL6lh(v{ z2UZ#mj?0&N&>OAX)Rsz5o|EN)>%`O@^lc?r=icji;^G_=&y#eMpim>j&E@u&-r3}K z>o}X6cz+(F#nH_$=XJ2D!Q!laE5V=ImEEJ?r9Q)g5> zrI&>L;|sI|QBV6g$!}b5#P??jO5?bf?rSLwDv%^;Q{on^btSRBjuE&!JT2;v{g@!R z{DZd2wz0D~CpRGzruRxL-!4^x5&q9o7Zb#$E#o%eVIspB+3KCj!XWRSD@rl@Fwad)=*!MkC2y0AsYfpjvq*R$Oyll0W7 zQ9el=-B<4yz34q zuRvg(W%e<{6R$I9Nog{T%4b4r>9Mrm|HtJCY3}mWMgm>R=4ZnB{_FeaPnqz)y(YLS zCQpLMg*KB5Z)IkTibC?y9EoUo9THvhif0NVJt+SMiXbK(+3{55_xDnz2%xXt4R`_g z3A;GgBK#=X`32w%W*yyzWc7v7Ti+50zdsjGL z&XQ1K8@)cE)mjrV6OIF042WYh8qWTi`DH{Vnv<~a>)Y6B`U7bOpnaxF-`b>IEm^0_ zaer^eYC9b@oVZYq}s_i>I|5f>`{pX)LWx2>q8QhYW$ zA1`n2?daYXO{f6sLh;dl-ZYm|MoiIKI9wBcW!b{so3_vvqxT_Jb~dFWR#aiMJ(I9zlL#Z1zK_4=>&z-@K7z{Hzv#}OEG;3kNDR8M!&0&flIZMVC^ z5|Xl!?>d5n6@|?&Mlz6FL0UtXD~Ktvwl6*#ADUbS_1*&+|>#d9L=$RJt0EeL=7KIINdXmC3v}Y zFZLy?u#`*$EnZ8PAu<%Zwk0o2@85>NEs5QqB$bFL*!s#AeD3gh?ir6&lz!WZ#12g6TWG21;&G}4a!LYH)i>3yOLcRRQ3zYp%Q2uWZx@4>|7VYrJ$5M z4Au0;^}HIZH4=U`b}(g->cps9xqbQ`I;Q~vh9iC6Ih$=e|9fL zFdl{CBZU2J!;#``RDKVWS_eTOL}HvnL&>J}@XdGKOw7ac2j}Xu>MXb97_3OMH}r{V zqTsm)sz94>DLtTeRhT&GqyDxRa~1(8gY;9x`Loojti~3%{Omx;bTB-t!N+K$;Zt9E zex2j@K)C+ybLa{e4O{_1Dt%*Iug5d zVQ*(wg81jiju|ruuTI3ZUp;MpZ6mI21ZGM3R78GXJ-%CGp|!-PU^u$&RC>oR5i5qS z`KtsCQ2-qrP5Yhn_lY4ThVwq{?eDL4t>FGs+$#8JSWZ_!7$5x+m(XXroVYM3mC1OV zV}?_7;$9#FMaf2MOYV+qO%^O!wn)6|=W!`jiV3tB%w321Ixc?i0^s&Rhh~U-P8UH~ zS4=hip-8SZIPYOX3t@?Wddd}1Szg|@!Uvy1&oewWY#;4vGXgqapbNcwiim;>Hzf)_ z2C+E(A`lveo1+&E;sBJZelBc6EIXr9EFP?Do!(EWMu02mYusp^G$kdo6lYN$R6Hj8 zXc5PMTy`EK6&5rL4LybX`%2iJtP&AvSI_5@rdwd03y+^swD+Y`!&UIOOyChkT-A+nV5bUyp^qO1xrxvPC~s%DW;24-)|y_p9fFyv z9EHE9+qnoScsIAkm`LJUVguKVOKTB*e?+0Q5G#M8%3k;VpyPEuN5GJE}Tly{#3*E=I*V@}1)(-`TXNldqOkXCc0@Hg{7c$(@Xz<>Y_3#L z>RB{>rxokBuHU~PEMnGOl+F};&n+$RWjr=vvT_Xf&|RdtGp0o0JZ}cx!?DPMRINg=DLuS2_g;28B>B4qh3w*wtgfYJg|04oB(E@%|dX2(vV?Zj%DC#K)0< z^H!M`JVLHruF%#3iWCv_mBCyS@E1`_d1;G1S1f?@m9~q+#X?S-~ zgHJ1SxBu80Px(y!fS03Qm#}`p-kx)qtFbfaiZfcP z56=OI?gpHR(153}JK|t%_FBbWCA^QVP2oCnpRoxjW;iKe`S-2Vo^1c}(j8cK6+7jg zls#%suzh6hul=0Oww^U`42#5Ls#GW2?PW7IEIJbw5-;Yz@_0o;^%F*+=m^5=uN!Zy z`g0ZIL~hN+`1<78z7LjZf{`0qfT@E(96`bI(l1|qo#Eky51#U3m33`)$RR?36lyM~ z`&H16CbcCL%qejChSTLH0EH>$isa||E8S|Tv}>z74JiEdgvWW(fV&Pg6;DDv69ZH3 z{8b2a@7X9uDbZs3t52dmnD~!dOuWRZu~O>4h$DNij1Vct+=PvZzOK05i>fRT--3EE zWkoL|1mIOKXaJHrHnZ)u?1~XYE2861k=T<6UL+GZqwauB%2BWOeu&y%!}mMuO&8!H zjDnjDXy{2g-owD$j@YY=!iS^yEAVtv6P1s%vA;H!^!aWQKQamr1x5*=SfR>$q;(G~6WtSi zx)rlld!dx5ss`$m7Lz7ko~wYgMw$e1u`Ym!lL4leFJCq?iv9laY4}y0j4$wOaiaJ> zalZAWXPxpRG#AF9ZF=_Ih~kJg6(1*BgR_w*nN?%fa6+?gTu7nxJw+)3kKfhrV-Bl! zJrN#GG^cbDHz9z%!hd;`1WD4(qU|nql{9rCL!-Cy80n{sh4l% zVwRKv(3ww-BQk2KeOS6TI8i#BR77}rnss+$IgS2#HQVO}tC1Z4yc_tb@M;-M1NjO> z&3G70Eh%V}_|LC@zSSSL?JzZg&`UH z3LJmXtMhZfd;#-r|KI=bvI0N6i5Q0%+c2_!-cU13(@_`Zz3nIeKlv-oXWWX480QUR z0|VlMegMqWZ#IHWo*;t=KgM`yjt{IS-g;0U_k(@c2XH=s2?Pz=G&Qw9u*(>8PXGvj z+YPX5Z7V~;;k6|6H~IlaAWD7PafVvaKrDBCWog${1(36M4*JoYh+weEl~kgkq2cCZ z1n+t|4T#Lk2-<8i-s)B!mixdpOmMy_9!VUp1rIQJK|iGDvIgvf{#d)oS+W=0CaT3S zp{Z_;3{RsH{bnl1L5~>(wP<@w<;MB|0XcK{;gsIgxSTL12iT{foxdED+nP6a0JP7_ zI?Rn)MQ4%GpBdz2oiTn48xn-V0{Eu=ss)l0+b3t}{u+pZYyMGe2n5sfg7kKr!)iU% zE;qqbXl33S=&^C*>IY-enKWShW5>b?|E62YaUn_Klm9G{?=uL(gbOH+s9S*aR~hJ& zz;eR9Tb^2*trTIkp^KjGynS8h0BqdZ2Yn^!&(|m;HJ$;Ge~wYM4;HlGV3xPZ$YKrb zv1~~C=q=AbQPHV)Kn*KB6&m&ohbyO@4bx!Pm8=q^IfhP?jHKSMz$m=lzK1BvD>fcg z2&*Mna=oiYfThJB*hVKTnL$VojP-*f^#gbi({dHkuHndbbQjAXLimIKAFt-V9HPw zbb`q|V$6biMV_$-*-#mKpl;bj0X>iU``-p*{`;$%=E4nBXje^e z^epYeD$BZ;0J0#vS;K4C`SGE9Fij-6KFi5RzUF2b)oBbH0wUZKSn*U;to;R6%~K?r zM0(}nMN5bIh<=lD1%)k@CcSk@x1nM`dEbS7D1II*CXrwpG8_(6iervQV2{WKYzzY~ zum`hRz#M!=;5|D-`XzA9K2)R((DT@E~GF}vmsfTNJECDTufS&+uT#n2WDsUr*xXrs8t3B8?bZA^9Z$Mev27%rW5mMJH zDLtj_tQc`R=p8A2qWcS_y(p0E2p9fK-IiMq>HoL}4Dq$eStN2xvSmdLRPh+boJK%n zcZ7u1fETF6f#n?=y~dI1YP1e>@RA1@7+Gm8;nU(6$^vb5QfJ->$R4ergn$I9)G~l7 zpV~I{NwEZ9OnvJ4$$&Wcb48AGSLE6I4;Eqs{K9)esrY_3Cs}j30M3vZ1qm64vACdO z!rfQr_Z-cHVKFUmdAV3K7Wh94N|^;waI!eeCJWovJ5Sto?RCY8h-DDPq<&6SN%VMc zmSL|L&KmMMpiq1%z9JWTzcT&(^Q*i61W0d;A{c+=9n)#~58;+>Y?!~lNaDT)+6!yi z+dH!tY4W~POp>|BUnMEf8-D?!;70p-qaHGdYpmRhz5_YT+?lVze-4Wn_LlK~xu}3A zTjK;QY%@_+)FNc_iAFliLDx1$NAQBe93$T-#n{rx{su#g+KMNhP0rBjd%9qf=lD|A zU(!<%%o>e$!>#FjhiRoR9b(wx0xt2uW2`sc4QsQ?Q&MMXI~ztaDw)D}nvEp>qN0+5 zGJ{$~mmkUP!4a}`SUdo&*4%XW(V|Zhw5@FAns6)5otxjWiN<Ar zYJQ;ixAfHM@y_H6M=)RtZh+X8b($-*f8Z0n!DGDTG4ik-8aw9tVtf z<=@)&B`Vt^0I9V4z6$_}?bb3+HT?+5F&uAun_g(he~fEvX{&;&3bccPJLb+~ybU%b z`;F7UH-;vas4~V?1s1&EVUgvtjxl})ts%=Z01bf7cH8807pb#z?kRidHrE2ZVaheW znGPspst`O23cC&${dFh*5%B8*>$Xb4!+A`cbtfkHvb}`YR~q9$^2r~hC&0o410s59 zp-@&g25V*5-wN#Cr~LKM&eEupkDni&=58=l9DWAbyajuZ?{fSD{8)M1A>ONDPS2~C z)Xla1YsVL}2pQ$`r@wIAiEeHhiFe`k3tHFA7X3LC$Q5+Bm%W84Y%<JQxv*$ zv1SkmV^U)(mz0};W`G#;ZId1P$aZ@PED%`c`)8`itKY(rt$DrA`75{yfuz-3RgRUI zfPyt?Dy`1UGSJD@IR>-<&xdy)Vusyz85o;r8I_93ft2Wbh`xf<(!Ny)XDs7C@~+MM zJhFt->BWo2#LkzUu3BAJa2|>exok2vfOT=ou5km7UI_7eprG#QcF+|iPNmG<_W@`u zV<-EeyeSgAYu4z)RYk_#r1-%;##KMb^Si^ndws{__KnDB(jJKcb$G6Lg<`s^sCP>F z6R2r6qfE3~&S$W<2yGqFs5vQ1Mpzj!S988PVt)TQKD?A9TiS3kpttE@yGf3Be>WEQFu@aSb`c-;hKorj(t zk7em2urjzTqN(Peurl{iP;$wqt)JxYfpr+^6$Ys&rd?oI{+pEJAPuCPo{kJpC{3$c zsAG>DM*_(&`SePM(13~{>T|A~@= zahzT89y@ZW;5-i(<^S8*fYn1-8 z&IY!fSnj=7KiqIafWbc=(6=Mwf+;sd;IR%9;o5NPIakEgXXJ=*LmN)NrP1eFQcjsM zoE|O<3Z@$RTqQ%FEv!#Lz;pxew@2o9HJr@kZY?kldg2fr0r)=UC^aU)nrHR?Jvm*U zto;~G0q(mYw|lCUb8OnbVTZvLQ0qbQ>q7BIV`t8d(VRCT>{|vusj=~5d_*OBky5|B z1sKpV48b6JA3N*A96z;{<#GkEmtF8(>x)NM9`Cli>6_>*feKuMSqAmadS$cXFm07A z)6Ju{MlR8`5Ec|>EA~*z^sV@cNIT}GIR8pDX6#uA=^6ln^W6d!hz~)z0*?9)mZ+=y z<>kCT1}9UQPF+cl?ZnElFA#9EF))4-**7aP?juXG>&>e2#Y-UHjQ3xN4I#A<&K2C5 ze@e+*`EqcfJ@5%KVyPC;742oTj;sGy<}ds9jHPJp#=M8?>CWu~zK%A2n;Fu*#eSIt z45cr{HRP!Sb-g@1?Kq{aWnvb0!6l*8KkeYGIj>G^YzfZ(@kdYU&$OOWN6+g5=O?Y< z($^_(oKfqU2gtjD1LD3}{opaj`iTg&H%LfFnAd?4^(OaTQ}|So@WoY8%8e1LD*xy$ zF52>2%Il)|`_E=cekg)y!r$dwPMJrbfS72mz{ew1*Z}bK#uqRK zcu*=M7f+qo1EMLd)#4ZcAO_VT{aAyu<}V!G0V6PSnLk&9%Dz}HDz(~s zgBLtk{rl6|2P8C8fG%HbONopfS~Bd$f;ll>&<) z-I1lvLTwA-?!SM+parI)Xo9SwjaZ6e1#iBrXQTHPsUjuGSHN%wn)Ae7N+zke$Lbm_ z-JmHrCVY7nT;v#Q#9!>=EYn3GgcZkj-$eeAF5SNXitdNm*>cW3Sku%*YY$a;eP*ko zyJ5N@-0Uw;%+_S9t`xZZxO{+V(bls=>Nd2A2K7DoKC}1-a(%t6b3hi_k3y;)^1cmU z+$9}QS^I*PUEvhCdF7`grKe4tGeUme4whe3vN%3-rTX<5#*GKIW6=+3wlZB_|7J*- zBN1^hc>xjbB=hX9v;i?lO&_ys&OAsuT_v5o+Nc+?c|xA_vaI2ZOZ02G4`=}zuz5eEX{ytrF3j;2)tB4uq>7 z!N5>!J_a-9BNRR^2bc3r_U=y;n}qf=r}$gi2yEi&x1@jYeeFgG@hihu`4p)dL^od0 zE8Y73+G;U}>P`?g*?n#7gqCNz)Fde*&NjlU&mS7w=MWK8?Rd+`@&zuFO27szw6&oW z$O2rS@YkWXs%(8UtWkaT9`FVFpa}(Fg!_m0L6h^%#B~5tK5gEf%EvT-U|P zy0-SKy3ZLBW=T9*Oe9?rTB-gN6eG-DDR`wM`-q74PCJnt;{Z3}TUDlP`rfE#bB9DG zR+0Wm`1ipJtivde|KKdO0B6ZrdW%MH(XoMqFjqe9ik~7=^l|%9Ln4@tp<8@T;J^yL z5F0^C+xE__0Z}|EGDDi{UeGf1=I1Ov0lyzo`=R{x6*3!a$!sx4R7nV@3fHH+?hgJU zUR|iY<2IC&;z>fF9zUYMcghW}?6@D@f)gomo&540&?Y1l5Z-5HbVSFnlPTsKxl#83 z>zT?L;-FicQ5Aw-L~(A9FQ-)eo+?SPDUBr*-{4cSI7F}X4?6L`1nZ{Cn9@k zj3;`cnA)|NMJk$0b38rJ3=0Mx+lkUDA(+huMY`Mud#pHisU)zjrZHVVTjzTBK}O(J&;4*g-(RCvZ6#RoWunC~*bK zEn9k)MD^$unb}MEEwlRaelLx95wjNBIDh|b$E@=tn+SI@`&YACsk=-3*oI% zOLG6sOyp49hdw;-TUujtB;8Y&q*^LlpOP2HE^}i)xCNE>(nP<^&yoT*U`Gk4;^;fs-sSB-6;Gx2D)Y6F)Y-e zTjz1?c$g9CM^DKR>#2C+>kK4!kVx$m;AJ3XR#5s@05x)nql8A6+c%8fNCQ{ zzxFc-xvt)=Yyas6v*OJwO3`t^z#?pxpAU`x$R&62;@ybFL|#!>JOeXaQ8|V-;XtLAk1LX*~ z8S>Ynv9yigaL96L!lg@q*JvI&LB*RoV^KbzmATa5gDq_x=mkzx!A*I-f@84v>go7Q zvtSEnF~_Z*R|rmQ0R()L)blF(`J6jceK#(26YE?UP!x9+S&pleZsA5t1#IYtji$25 zi%slp77L#<3|()Lc5OgVneyq~vlsGFzsp_ct1)!=<;LU0HLg3bt#NRZTsBXr5+OwL z66`q#SqnQOl6D~Ig4x?f7+AMAZ##8R>7a4mYNm8RgQB`be#jdLC|83AY1khpVuA}o z7~Y74*t()8y$EU(^7QCrLw>l+7R-?_Cwd#h+H3BYtc#v+{?GM;7%35T)#JGik=++Z zF=Y@3E4>vMTB{W$TK!t1R`3PPy5P$pIsfEjCkDKJEU$smO(JFIcbG6VdL_P77jjh{ zs2MiJHQ*9JYuq}_rHC>U%Ver%-}Tk^JQ)@_1V$; z>z1x(8Rdg{i^^=BY53bCOGKRqa3+&`?@4zbWH6KvjUU zz*F(+nPR2K+f@wxDp1biq+Y7X+4r*U?O8;!Zp??i4JWjgPZwr~b|Mr@V!UYfVdK$1 zT&&x~(X1D->ve26wmlvpU8MR2@O8}Vqc#%%gNJqLSvMq`q$-1JXzR@wj_m@w_#PDg z%VIc@92Nm^sl6I}Bb{VIp#O(uj!TUdE`Xn-PgpehWUo$dz<6{K=vxpj(E|u490*2t zVY4;^X-+@u+^#rc;*(Ad5*fYse+KEhS3R!7hhj)Z={0~=VhI7#no@h9@Ti4kF!;`p zZ4ZcSTe#-(_a9zZ<(yrH3$~2EjczC{;RRjd*%>Sq2o$_Dhjs~BvMV-?ow5*?>0Rti zV*m=l(TA*d>RWFZjq7tc?m5S}K+ICBUnkC}mt9iG(axN(g(5(vqg<^Y-i~%s(yz>s z6bkHi3=G53wqc9b@{(6QUXA@{Kk!Z&O&SFsL)o~5gmj}O@~zZ~5EI1*Rm-*3 zSwk2!#slsvR(An2J5J%#@AMBmQz|uCFj-ozjq8-~pEK|a)Y2=_Vm)4zl>>*cGusqA z<3+~RjV!0g-$C~dR1`fjIWIvhS}LvS@BOLAn}2Fnc|Xit8-IeCFoDN4H4NY=r$89^Px06r$P1pX_n0F032u+3>wpqz4gz zRUL97mu0hAXPan6(OM_YQMO-4Uk!M~BZ<#;F%Nf*PB&Q)=vq}L!Q|-{- z_~cdsLwd+#hJ~u@O50Yp-IOO?we*Ya(BitCWiL3#6IUW8pS9u-ML0bm0M>hUbChj< z%5S2Z8@^?_X;LSCh5E1zP+264HT})k_Tw*Bd^AFqFM*k!9=+aS!}cI@Y0zio_=N+! zF5qo#lp}wEi!dT_xjUY?4zYc%s!;jY?c3PLnyOQEwMsR=`v}Aq@||nGr?c4R=|Y)W zJ8!IvzQXkazt@kmLa#kD*?^5a;BL4U%yVqe|>*Z zDIJ)YH|jtj_Td-Dub^*vfo~K8-+uGj5<$39FIWg4o*FOK8E53>8C-mRHer*Z=XlrP zUO2#n*PDu-s0LjJYJ7jKMEljKOAN%XT!9CtK*!LwAfu66cS@|HR%ajGTfM!aXZvcY zwOD5ybbtbX)!dfs(4|%H7p8HXW+io&ANK4UU+(;Tff5t{q9@ksv@j_qWiA{82ypsD zOtpDgf~}257f~^(;1Tfg%_8Rr(cCdQZY6(9pFy?}zW!)ertfb$&C?W1l#X-m^;>hv zwg@*Lj|T=ghh}femMd*j7S=C!5_~xAptm=flW>EvxUx#izSAX%*tD9S?3Mr3rM9Ll z{omyXJcg9!Sr;{_(@I2Ne?Q;f1OY>;TXQ7fGC18q>Z8}Gmy!G1b(FoO0WpB+ntn|k z$Lq4oKO~RF*{;$&WJI`f`Bu{(bG=zHjn|mUaBX(2JdL`J8gwnBKE70+Bu_N``g5c6 zplfz%E&ZL(97;En7;1c;yT-oO69`U+sLS`uOs?kj#ibVW*oxN`n2g_Rz>5Qx3n7$L zKMxt~Ef%wp(elBSbLk0_=lx=i9kzKqUPM3Nw^q>>^E6MtNfE7~p{4z4bCuHg^^hPt z`aW17oe{wkX{rFMDYMYl1A`=p;OGFG-^2djF8P6W;&12MYLVIcqJVcvbO#Wcj(O9PF_sT%qR{wmpX$*%-II7_X00k%i} z`-|vaObpJVQ_p*$;7($2i6-6?5q-?7Sb{9#&8sWKO|H5N6%kPd}2mM4q#729pMQ0M|X$=TOBGDV8=- z^h|oNySzmmqgv;6QJK?oajY+RaX8F;=^3vraCxS?Bmb82!nMX>;n#MwaSi57;Q}xx zltoH}OTCLt=F(d>-#!@suP(Q=w77_^S56j)R+`*x-sLq0U3>c{l zJ}6coBuwwX@^m99$qZd(XjJ>!n;gG%XrX@DhBe3+c7PyXE>K%}kUckIkamqt!M_+$ z3?8}wNh{wkZ_Z*Ynll7rpWiot4});JO9Su4c$~`m0XIqiM_Kb<-rt_?@B6pj+2bP< zmY^eDws>^vXGN*x-3hI7LMMBPBFOG-3rM2R_;?y2*KK;{8T5oROoWT7ajFq!z#g;8 zq=?%0Hto=^ph@o&WK#=odn-+5sw93{oN9mtyDN(Z45f0)?_`O(x+05zPgejRQa@)U z^owZ6MiTP#{L`YhH$e1|9I7FJ%>H@k^F~qt(+bZl>|ac8dGe7LOg^hW%w&;(*8%7G zPmc~L&&lQ@l8x4QZFV|$<|{8eW-Pu~p!ExHhC>efj44fLs!Aoe?BcEIKSsr{=kk9g zA<*u2T#4sBmu#TGE*^hP^20VgrNmPD!sIjq;jir{(!6;!olC9{U9Xodxotf=Pm=IH#y|nwJ0m{#>g0$ylBCTNfqy#K_`9l z7{oSD)!WMlJfvu$U9c9GV39EFJB{&B124CH!So^t9p1l2IzEj3{u~qbP67lW85a~$+%=*vz+!g<-i`4 z@I=owu59gd&;Z8&kgm-n*U9nE%NeOfDW){89V9VcJSs|Jkf46>DWYzksgDD-xly5` z%C&>&s>0HzpN@(f92kJ#XEiAxPUqKx+dWMaaNbwb{&lFKk@ztR1SZ_Q083GTt>_+) z){8NL)&_)W&C>_lXo_TZhGB3>pi=wFCWgsrcysqVFzaS@PsM2xMhwWc^Oc{&V!(-c zGQDcJHJwqAykD=nMAVYbdr{P?+(X3ddn+SH(J;f(MHEgKJ^u9<-xER_k{eh=GZ`K^ zz;>7_N=BxCYYFXhK?rxRp-lGq0O>=Jif?RgX7c>Vn2;PWOWG=CV`jAxP7b{v6U-D> zuB)dvL&eI6xXUD;ZqUvd zvryxGggp`2?I4ESTn2r5)rRW}jU@_5id&=|*EVTP_lPTl;%;cMyhi4c2u|Ot8yY8} zP1kkmC@=g#VSXunolf7jopH&4O_&*tqZoVZ1_(v2%13F%O5^zB# z>2W-gzdpoaz^^aRgR~K5SN^HJ%PYcW9;aOI)YVa{7BTg>C}lE(ruu`wVSVr{Id@g4 zbJQd|YaS#hEdn8TFBbVdxY|ueWMn!XZs^*j&OH}vUCYs-&qI?SbuZ}mPTumQ&hTXq|o#Ff#W*3ahi$J zn7PfXVqv3e5V37VM{9iRw^DVs+ODuyQtR{7DeRx{P!*~PR6+=}Bkdx8Xh3cVxAn9##SNikV*V#{JS4M4 zpx>CTe#)i$K*!~|hV0A(5^QEVU0udc{3jtlzNPS(HQ%ITz5!mWGuK-2j2%i0RcglX zdIIRyeI9UA8|+rNNjYNcjs!#cZlG}v?pl!gkno5w;U=FlUg_T40tL3I&1jY|;b;Mw z1TVo!th=!8gQwoicS|2@$FkP}dvVeEGhG04Z|0mg599CGLUNHAKG%?wFD~jVlar}( zX)`p_oe;NVIC-92f|{u;%J?|OD>owlReY;vQ6G1yn+euo^ILUe!x2B7LdpaJeZ)2< z_@c1ZdzJ*rS4dk^_3hY9crwD^B^Se;zPby&&^~MbFe{t1dd;G(`p%ahRZ(1wwX)p} zrhVH-nPG=VRK?3zRa2Pm3(E2mABmn4wv~yO;;qsWkcnmLR#F&FRnuQz3r;0j4t=@i zw0$R|v<54e0S-}Gn=ZRW#^S5kNu}(slMl^m%W-syoS(1qIwzL}mUROW8clR%S2sSt z1zeL~cZ;Ien;b4rmY9zZm;m41mZcBy%PNYGS74~sV?e_)d26`WF|4va7G{weBSV2x zC3k9L1uMsJn?HXh2IbMNwy%GFvbsN9H3r&h(HBQ!1p*u>VsgePb<0}1(QC2M!VLEvn}KeJhHdHeoR34JSSZp6Ra z^3@zB#))g8nE5OzFA7aZ>SKFpR!X^thCZq$m~STswbVR~N?rpzg=8A_fV zfP)$T;A%}y z=IsXOzCKA2ILV&fIlGl#uUD*7Oj=>YpDm}$)RwYUR;8?6QkpCu^^C;yGPq=q1!t;1 zY=qArC4U)HLf?LQ4G_ua9e}a<@MGBN*G;{h47rrVP>*oD=16Q`hAXO?Qfo*-?5cxu z&Kr63dVM;5lb{hb1;xwz$Q!Kno3AAhg33W4oHs6ZT}X2~?%yU`dyt!3Rn#wn?dA;5 zVEZqwEi1X49Mf9}OQ>&u0#_6{P}Bjl0Zi2o)E~pbh>L5j_UTKhqB_2w`d(9eAYDBD;Qw+k z-@ksGWq5%*Yv0~|cTB`0yd#Z%KNfX=|4v@a?*;$yPx`+fqGVkXGx*n^6NqJ&o_)t9 zd~S6ApRXsl;E+G}JMZcJ|MU`)Ti`tlzCW*DzrH3A=Yo?A)7r!%`EOt^5TwlYKbU(9 zxGMK29PX73q|2q`SLBkPbmqkOo0O5D+8;lnxP5L{dQnxnsK4_w8@* zd-mP;oZmk8+_juCg~^=redqrj|1rk%jOSsC0;$9?Lk%6Bt5W)y0!8(BhUNcwH$w%$ zzv4;~0u-r@q+bAe5TT-z_Z{?xI*T)i`@mK2VQmPE9NBYxL5lOqwbmqcUp$SBUSy-v zE0Vb@W@HZu{K`2n!U^cX&DE9u4~Z|IKO8J)MnZurK{^Nwb2@dw0a6y=MiPj!F#~(W z*{Y>Hc2+Z@uVYkz4d?H}#^VGRl`GU-pf8pWu--Oecp@sk{&D9hD{YPzv|k~&sOX)6 zIlH8CkRkc`^Jg0Cee0xnpbm0X%WIxW;Xkg;1(p)<$1vS`C0JUbdQ%rc4tD7jdeq5s zUz#+`Ue6LQHWe}R^5TgHg6KXR@M*%LSlHT{zXk@WVnYOCR0k|?_g*EL-;)cMJ=ZS2 zcEfw(_3L`0htp&xH}wG%2s8!NlkA6%lyZPYke#CP^O`liTy^$TX;4;HW}L2h5M1~7 zOSiX6poIYih&+78KD#Neo~_kh5=AwHd;E6T&%xbh0oje#R0fImTUp4ldOW}p9pF%o zUr8tX!?ZosxPCo<2~lgDK$~A#RdquPv@nacWd=^E40wP&?=OfrT4?^~Yu_JT9l9zL z2$$}ioR*tc8?U}5g7nO+A;*90>OSx~0Hpj(i}Xa%Zu17nYH3VicH~gaLqt^%IPKZ?)c`GC-WI=WU4DO=6$(Q?K(SM4_va z41*G_@KFFRt@R)~JA2&+dZH`LgI8Y+Kp591-ummbDyyihKZ8y_r4*}NY+Y_tR8(nc zDe#@Q`5|FQUg?0@z74G^&D_JoL)sq9xC0t{hxnyKuR_UAh z1Z=;Nt)l7mdW64$utQs30rE4oNm-xpX~ZUPIAsIJ%IP8ih|$FCfK|rdg_V1SUb;42 zTvW6L@T2{wFl3ay+40whHGD4htsV6?puikIxr`bRrmggrVL$ChE&x_KrQicX+;s|2 zqXgR7KHccMpNm$MmsZe`iHolfT#N;~*^c%z=$YeEh&(SSC;)5?F$M%D2%6R^H$i*y z?2@`J7serpkwIVZDEM;Qk4x}u62@qsKyH#wC)Enb7_btQhk>xHyb+7pY{+_8m2U~$ z2y*5IfTd5_VDS7gK8`FXL?weo)Ew+=Fw+JygK#-_1o2s?l$HvlspoHe`0%_c2*^2} z@d>3R{q5jvNFIh@5(B63RcR2YKO-DfD(_0dREUw$49wW+f#@If!)1U+4hY9=Ft}nW zfJiBfv=IjC>1DKg>AU<+E-VnT$0^s+(C9mX<%e+9ut&Sxid%&P&5(q)Jwk+d6lLHW zbjtN7v)Vvj6Yclv`99a>Ok&>#1Sv51th`goDv>E#XMKde~OnhoIAH^}xHzOlK z&_;o7;}y}Q(hTes1NX*Y!%TqduB<{U2F6&@43riXd>()wU@Iwa>m%S%xMlVGerEwIU@Tv+EUY^PHQEWLhKO3|LMpfa^g5 z3r4x$PZw%}c-#1gn72?OXGRg!HGedH0euzqI0z3KI#@p=P?A7mG%bxD1S!6V(M}yr zx)PKq#K(EUtRiBdbSCniup_hJDfTM>NXv9xWN=$hY{@R9vm(>nVd7{r;iZ#|l7_WY z+%LEe9;H(hlkv5HAnojX)*$zMJ9(y=QQ)0eldZi*Kot0Cv2|oK7J-u|SGK>cr7=Z^ zm1li$giMI87dP&JgnSk!<|jBNX=1T^{tgKZFtQa@5q1Fpn_3iVq@_ zs1la`^Y&-kRwjB*U|?527YazH0N!z?ah*}(BXp!L#l1**({)$YrIXom) zW&cS0F`C?ZbKC7VsFA&(bD+N<9ohvt80hUS!|0i&Ga*I?c?#FC#R$jmWWtyd2v;;K z5~^(BYC3uf6$OY)eU#G^JUe$%eNaAp&R|md4P5f=w|Lp#AptU<5I|oCmQ35g1^DOX zoU?QSuN`+nz=6&R*dW*F06uS39$S)f5zJo%QiGW0(Q5E>T}G3 zsBLTQrUlKndDC|c#zS0}oyu0+2_52E3#lM8Us40w>H zKR_pEGY}RTbYNc`$X)(SpL?dqlfk_ja+K;BZ&MXOvb{fEA&jYsFpr+@egYYy`jt={ z@NmnRZ?aGJyo4w-a?3zGGc&XD+3|tmhY!;rW;&Mr>9443RU4(_2ZN&PQoNWAC5p3} z0IUP!t@?J^^(Wm-R-ZZQ*kUV6?hFaAk?aWfA$Z!S-N24H&Ud0_Ep>bfBf;%JtA?62 z-rWlzw}BF6hlnkSRT(^Wz&cdE4ZP_GY=`5Xt#EJV?ZyVEvb{W=D5uxvsks5(`#l3r9= zIt0iYFeOWJ2la~|S@8iV$`P|jNKl%kejx?ZE(V75-}k(GAcXY`rw|e=fDJ>BtmTZw z%`c#H&=xb_=|$2KwSayC{AtGP`vGW&aPf#bO-2aa-pL-bYVO&&u}{(#M*}jH(1eK^ zNPQvn1e6!?@HT0*&4gx{1X;}->mdx4=`dxsL0c3d2Ah<`+y!og+tpTOnG=c@#`UJC#}yO)MS=YT9msWn1z( z6}OaP6}I71Pu50ZI1{nhO>Ru+KnG>1&_GqyxH*|?*Qmci0DN~1r$q>a1h|Sos@D8c zb%0B`8$?)%(i9tj5va05wM=)6yQDwS@{O{6q_>$B6F+YWbe$a@;I(N9l@hwdE{LjH zo^kP#T!$_fbXnSQ@Oe5QFjBLyd}j29v;waKWM_xv0tN&KAZ40+qs^ioO6a68<8Q^S z9tl&@DBnQim7EXign0GLZUo6l#1udc^__1y<_i5*8CnmV8SqpB9`k7P55E3-W?~tH zo)5Bkosf07E`xS;ZN({+rN@`dRw7v!T=Z?hGoLw=I?*xR)w+||Y;0}0E@L&gQY@N^ zo3ChW+w;9BWuaY1W+9>lVO)igI~C$sK-HhRwvm_HKi6=|<-+acgrFntlrYht;L7pv zXzh4|2K{E~Tt6MTEO&=B z?%`ZhtH-LYg2vI?(r`AJs#nHu#hy5*I4>i8zkNF&%}6_e+MKfAu+ydO`m;quD6v=r zG)|QD1gNZibU}QU?M^pPbD}oGVOjf*gb3w&l&%}DK>|buAE)}Bo;>WR>%UHq?^Isa(~*eIUOg?o@%KB8>V9Ow-Q%2%!sFt+g;> zrH(4;!q%Ziwvcp2KJqfA)$hZ~49;_Y1lQ#I`t>3SqI{SbV7obt_t@xRR@fKnhF1v0 zqzaA2GWcO-aj#<=T$Fw0a|Axhz{m8&F3IX@%VVP_`waqzXSJaNPo3`@J!5WlPZtGA zd$H{&3%hT>wj%a;a*2mzwdNyqvx&_}*F4ubXEeRNo5U~871mL~4xuFMjBCcw$%%8u z^_iC5+Cs~bB0|GSGZHk-k-mW1#oq=9G%;q$N;dr?$*DOH=o}mp>i$R%UY&aFuND}Dp zC`{>KR5)8vMvb?iKB5aAEEQiouQP^1!Feu;v`74Yl5ty~qQK2(0>BVf5&rp>5QoY? z+4D0vF5g594$;%6@o#&+tO8G^cKJ706i4<1tayUn*!hkRf>aN}5;(3VmD%^k0Qg)} z`>?c1QrBO>M4SI95--|1-%Qe6W`v(Ye)F?8rA;Gm^4TvZjY>Ek1opGy!!;vd@~o*z zU6XPCj1Zw(TAMx-gL|(J*7NLL_E|<9SyrbH`9v(LSQK5ei*~)T<~7*4tQ~h<&A=70 z=9p0%H2CA%s@)96lU6!mT~Hz|oamu+g%&RV7&LvkghFvQO5@v>3;I>_!}NnRzQI?o zC|rKrMX;9;vzS~(P{AO4nC~ZaCSMHnus zUj;AmjYKFuF_z9>L0|QKs{>i%&;+RTdbpsgBx+?eXGxtg2TvzhT~5Q;FA;S#jEAnh z`(;C^_OvCsvB1B)7*F->3$RwMKe;kMjE@}0@RcuESso#eWA5>$j?A=-(zp~CA+nKf ziGBRj++*bqcV+5WKbI;DY*LxPT$Ov4mdKtu@2!c6iTLk|Um~^)A@9lN`?$3=eeRRu zy0N#F6-h4Y}O2IR-9ydav3kbCU^Qu+x^jEG8=njyD zY0r$pgx&TuNbgnq)wu1#oITgdGYV4D(yN@R{7%j9JG};Os*H{Zf~O%vKj0>w4}s3y z-{2$_6V!1o~ALcB7aWk-EeGZAT8|A}wS}nX55%+RJ!Mgq=;W0}O(>n|7&V0c; zt>wme$s@MC|BPKd56Pap@w2r33}Ga>yEVeR&s;|qp_#0eF?39F zTXBXC<5A`0ZWbOV-s~vk#7|2&1u65ImC6GL zLoo1q+3g$+rBk6D(Gb6;q?;;EHlCa_otMAASPzSZljS%RTf?nWj|m%jsG2RV1ffdu zpG(yme^mu2Wn_4Gd$yk9UOQnomNmF4l&2)s8n5XxC0`}rB+MCx?yZi2{mu}+j~`IJ zV&f1AE$$^S2w;JmwV*&PSiXFpAUCPio{w}#XOVSW#bbH!q4D1lrrpD3aPyet0y%k- z?w3fQR2~~2A3?ZU=-k9t#p@rz>FJjX$fejwdafar4_x2%2`=a0($F8$p_NVPuVEc_fR5n!4U)700CyjaQKhOYO^u-N+JwpUrgd;8brvv;z8= zfV`{8GlQM|Y;(Y9Qp)+fVimfeue*-W_I$4KVZ567$B^cpRfNDuIn<|9D0b#N;*eLU z2xC43fx6RsIXRmh;G3~fKKa{NaPlj@#YHCWUsxgXo6#7G2 z?0&08Ve(36vSGt}x7#TyV^=*_0R&VZxr9tq(YO8(JI6Z#qo5*=>mIasAH(SM@*73G{|>PPU>Y{jaxbXvznmUuFtSnx*G9~@KdEay_3p=uo@P1 z2bEg|ct4#fxr%LPVT`fnTa@*A%&nG<4!b18p1ZmSlW;0B2|9ay`*`R(F0uY!5W6C< z?IyLU=Yg_QaA$4GG=7hp8o~qWu+ED9hv;IM7?-t zGlT@dG1#~NiE1)1CrQ^@yWH{utp?7?7X%DC*M#>ITAcUZ*nme*X;OJZ zRj=*&)|*u?#EK$;6XLse3tA?4;NeF+8KBubkRJ9)6?yz3f?#9XPE$g*HWw}e?l0Wl zzFw!^ASI+Owbd69DOH$$tmc(aN!Fr>nTdplX?_Ce(&R(W>0tsMbA1zSt%<9!lMXv% zYf}fiKUtl^TAL&NJ|lTlF{Z=Vbu!BHq;k9%tS1(Ailx-{o@vkBe($!hHTx)`!J>Oxa7JniuJsa! zwopNG!L}EnVQoRqS)krm1?s5f;RSuJ}p_m!G;PR+y3=$SsE;Ji|z}}8k%xhI$fR!?E(ST z7^$%aD0#LSzVDO`?0^FJ<%Nez+iT8yKE7hvVTm!fM%MIAb_`d5jHz{3)(U{3CiAZK z0<~v7G;GWbY$pMT)9ykCbh!6VnONy1%YVU0eVaEnM5u&bZGX033QOf1u&h!TucIz05n_y zPmqX)t`TfkO;GEc@t-kgk7fRemp&~hD}f*Im0F^_O;U6b-#zVz{|RDu62#1SnLiqb%kKh+h`q)hKxZ2*qodXH$iSd zNB>1Z%tO4p2KuX?zb>|2muq6l-1un+pE6|Un(P~ZbSu^5X|bmkkd)U74?trwRYCKn z3MnbI!HwRqP*d4`d2;k6T$x~+V~~YHdB^Zg{^%vvi1znWRx0T_jIxH%Of6_<#A>7? zr+I4!3s~ss$zOj)_8nWevMP}M!(Q#~V~a8_`J_%7%Cl)mfGLv%R;*64Ed7-m0{Nb+ znsj%&9>sm9;gGR}0qf6`@_5&6q90xJ`%*fsxH4U@QF=@FTdDcM`-dyCwPXW%vF2(% z#H8Qn)#1$}x-Qq;$nn6AMk4vfSFv5idNU%6w(X0@kOP5C10{Ms_{Zgs0o%=?MAh_( zLyF2Hix08PGdS2Jq^r>XgdWA9b#fX~B7Q?NFrI*whZ#LfOh=d6<+Rw^(2&yw4QrJ$ z1nD7|My1AhyTeOSF>13!ObVyNw;)P<`z8n8qqB>bl+~MS_rb^163PEb*kG;N^2U8$ z9Fy2%dJQQLTC7Vhz#UeKA{f%+wH#h8zP>B+5*o5ReLp|XMH2MKz(cMG-fuwC_iu*JYUnWNcv|C{CIQdRIlAzgD z0xb{FlxRPIb@{Vf`c+%)F3JZ_m~DXOAU>~5O@9udl<)3p?`nLnMaKc?9*(*V)N@8b z+ zM@u+;!i+O7lj#FRTNE;nopkqn)}!9O*Pezf2q*W?@iSr>cg z_$ zdRLluGY}DZK_{e(3G#^)4he}<*q@G9U!uax4f!=SH96f=0@ympAAcYR9exkMrB8J^ zsx3{RiBK7W=!bsJo`dc5^)-M?pnrpXaR%2UTO-V46gT{iyszk zBnHf&+S4zcJ2NxWMB+C!GCErR@)DZh<_IvT&kJVI2!?Ld2`5>PO2BCivjhBC<`R71 zNG?IQFaNxzs>&?=4SZNB_n>qw=LF&wAlP^$dP^Xm;bfLBdse%M%|&z$%9u%`m<%C$ z{^fkv08wRQvkWdh2Bq@;M(9@k^CeW~(Ae_9$t|PzXprJ|!Kuf5Q`M#%5GR6t5%7o? z3yf$Jsdtj_8$>wl#grKs(Iw=#%%=kiLBBJ#@ zk*DTU{Vs#zrVRpkwz15vQPX`0c&yf(2%x;!*`zLn$DYU|(Ea1%;u@KpP-6&1yMh?# z*O1`MN62k}`+4|7FrXn-fz^C;bVR2iHb8m>sQm`okvaPT)Hn5cV9I^_ZOxU1FfUaX z^l*!QuG9R*gse8e32f~%c+$N8|+8_=V zA+~o9qoDVyb?|;a3`ORANjZ!pUNog;5*E&$)x6iggt7{%PQYfS+6DhK==7-yrza+Y z9&Y`L@E7eUoE`?5VA2QRD+{_B&mh2pPLrwlukm@99#O_r381Q1O@=p` zbKSyfAtob>ouC$Vu`10xC#^FEcX`03sYRShdqL8iKloEtK|umPRKDQM>~l&_IpmRJ z)cg0IFa<%v10#KhT6x)FgbcXZ+r*Pm5 zLYLYcT+eSs%EG*tM)V`o#wfn3ni@Dew|0U+K$Wn6?rONwzarCZTbK5KK1ViD(eG(e z-(KYZp-MCLT7-3`}rF~etNs@8$ChFR!?=`!<~)(nlIKpVGtWaG)Q@`1$>hR0GqUV zbDXOsD>L(;AD4d#kL?CSqwfcHjP^^2o&5WH?8d$;h-rg(Wm!XwtC`XxU^nF&FS3kCDT7#X!>4V~8nb0#|QnW%;^KIZ&HdDDaHl72% z4**3?AQ%%Q1;W1Wnl*s3b1Npd(DvX*OUVBKKgO;Ln(6T~q<5W7IUqrFl5;;jxJ&R6 z<)3JAgJYTT8i^l2T%6ag1w*yugynhO`{RvtYf@eKhYIvYYa)?HOoZa3cF)9k`=-8AgA#7X2-_u^F_0EPo_6-fj17x zhtVEXV@r6ym93zM!~OKt<#fZ+ZO*o=`}c8gMBE11x70U{nr%_R$yh(CugoH?Z{Oa$ zZsdI~8FIQmX{exHwEx-IY7BaZyW8`~Il0^Sz~5Kh=(WP8JcGH|{!@h5^J#!u8wy$E z3kdj=VUkXAlF+)msE$YQwjo3Mkqit6N0_uE#$^l?7t}-^}N8>XQROL zSnr^xnGrqJ=9>T40y|O=6D2|i4t?VG5wb*g6Wsi#ULS;4uvgcI={ zJTRNk$jQkOPBxK{kX6&0bx1M8)3AFlLLYc&b#kjstLH*hhCyDiwI{Nm=~ioDXa znu5GMdJ*f*1G-c)BD0X6rmvRK9!uQl%mv(C+Cj0Bti~eMkl2sLmcgId z(EK4T04N2a8;Ikt_JrM;BpUKLdZJhT506 z8f{ecbAa{2qMzr$L#vP;C$Y_bEMG)eleGywC4D(ihH3#Jm>8%=EfjNz!!{B*_7N5= z`&fi|?E~N=Z9X-@3~k?c*A2|g7hqPIwtoWV!3ch)(>uc6KP-dBtX!_(wa%(8gpwJO zyAM$B;IHXmg^5B@+!b=-02s$}5|-&PEhDT_DV7fMHa13(X-e@cXIt**uD@Bv+2o{0 zdzb`(slwFe))oPkkTUUOe#(zq#wfG29fHz&=_-9Cg!KTe-I;rIk1VwQ2P7^^^lhNF z1*0y*I9ML~uQOWW43o=9_X}of^*=z`0Ey0t{)ryWg!EAgD-daHjDJ2|yO;Hj6wumN zRGu^dvJSAMe# zHLs(iqX(aYR8{0Y1oqF7qX-+Jw-OW3o7_A~3P0Fm@LNu%;O`tPv*_s6b5|+kJ?=iN zF<{TETN(xVGA~m4IV^-M8$$0$R$Xy)bd=Q&#y}4=@R^uc+|j2w-(q_)pgdp<@?S$q z$*!!aVd;kbfZGo8cs)kdW>8_Y2>t;SvKv>fylz+LXBwzzAsn`}42|N*XbWevF)4bN~7|fEUUSTTLy9F z{aqG1lQsh*BUYuGDMww{0{50N4s7v)h^w!cxI0J7(Pawn?CHWpc5()|Xai^Q1BHmh z7d_BlR`wsaAn&dup!0s_FRcu<~W@Y<YDmBqnV2A{#DNidnxDzL_fs{6XE&E}~xxwjA5Pl^FZHSHN?n4vKh>aF3(oiAZ-GUVpCBKpgj-= zXh>DY&(zS`F00^dKJCgK-rf5SJ5HX1H554R?&#wb1bx%g>yQd%i>FHLhKul7c609a zK&`(~$fu~tG>J3hl9D7#sT~*jeS2zvo}r)kNh>iV@DV`Y+fk{mi^4F6q>;Hf zx6;nklZW9at$2vBNwVUm2E`0Mo@+HP4&o3^!wSgs^bc(Pc>=;d7v$IVfVnhqTr)ff z?+T5py$8mAk`ISFx=tHj6wnnaZOtoNOlDUEE28FT(`mAU&eGgfzBI`G;(BR7D85{- zg8M4@8o_<#J+6Dv-U@0|z7I}|MTi>NR?`^THjJH7MGY1H+Qg;B+6+uhonD$mw|IMd zpYMdz&Cq(WIh{dbP{se?k*;o=ft#lt zecNF?O@W!zc-3){R6C>!F)s!a%;Zg0Al-oWI_UpQ^pYlyH-rGz=;F+{^d6cZ!a_m- zHrxO7=K(zQFsxYtr0=DhurBhKIv(A`xrmdqpY{S_dOPXmnz6%Jfwjt~0maF!t*yF!m`gV8Sx%bHxWA-;xt^&4DMh|`t&oX3 z$myNly2=dtJ5uLC0JjbAX8H{g$0}Tn-lU)2_8I`1I(JxtJKJ_ubSFX>K9NE-^!3=7 z5sTf7Z{pLXB+XN(V5FxvWQcj4#<5>F#F*kVc90?K^ud_rlJ1O%fuD!`&s( zHsa>OOo{b|7q&h;8JVi*ka;f1^4yls4OBq&o;lD3Wul}C$RGWsHg}CTyT+jGmm#i~ z@YzZ!@`R)zYyrbCuu{QG#3(|l%N@Dc4;m*9TgHs0j&5BY}Dk;|r)H|$4u z;(L_HYajw8(K+94iaDMp#+x!8BW!V5E%X+=;gFqh3cDkABuX@%t^UX9|cEF0hC zvM#cSFG)`O>0$0;h)e3PHRH+Qt`e~aV0ykCL8oGyQ<(^n;^gLH2ML^sdpJhpP&yc| z!ReBgQVmJJsvpvs3*BJN>UtO${k#sig^N&fyag37|CkviS3Z+L>B2000xj)rj-HI| ztVhP}9l7eqw+N}JP6=ABClM()=q#9Ai?VMmC&>mJ@k^loeEH+>%iq>jQ5h0MGY!h_ zS_iN(4sf4V6#gf;0qdu*|BGWz}oS&VQ zjq8bTboe~SJVdX9I0Hk~^59Zz5Dzj*?E9v?5 zHYm|ph#>2)$y0bUG4U#z#o~H!7h;woVcx9SDYG#kg$07V$~ny9KDyQQ1EI(=beZkW zW+c6&x%ne5073Ki<#{@kcD3NqzU}QTeI{GEwP@4AO?nQDwyb;ioK+k%KYjeTj-Xvp z@oXvVGSa4}AEdjGXvi5Ti!mc_6CCd&cwk~7B6dhdB8r9L9`3^tkf0F-##v;Z{P^)P z9VyE}MLfs%=F-TOCRzn=??dzVU{38Q$F7 zTs=`$D_A`c7I`P;ng3pN`X%;sZq)%*_zT+Tbq=h$fjs*Ky$x#|OHSbN0{H=}C$M4D z@}ZWEC?f9$;{CSTn&H~rFu{>kP^HT0@%?PjmJDqT^*0a6HP|;-l$SIC{yJLL zmm_c?(^JBPL{jX`{^YWkB~t(Io1W*u9-hlp`1#8$%Z#TJ6cwVE#njuh!G) z8B}45x4$oDj_-KIf%WTb)74V$h3h{Y`rRlmX=a3!%b$H`^N7c%srFzuH8)RsG)F;; z3L!QBs6siTyesIlygPb}uH{sl>pKGS>nKy_AX2r|nflFG&w#kLb%$(H&ti(|><1km z-pbuQ8J@GeFes3M-$3>M8$?W5e6WK z3-f-mUHiw5)*F-T{assVnmu&y{mlwJfP?d6zIr8}U_o0Y$_REF>CKap#!j*v*=x$* zM^If5Y{@fj%WJ=vHLb1Jp~q0Fi#zEBlyb~B<(h4Wj=oRGS?!>42A#01Q!_I&`h$rg zNz}HgJhiYsX9lWb<$SxA{>6p}nB03m)nMo7XrbFxIg)H|_0{-Mbk8H;dKlku#U#q| z><)-01(@u0Aci$usY6pR#PWKH{9L&L|2`w#wU-gyA!3yY!}p<}wcX!D)Mdm1Y8j&d zqZl9Ge*+EzyFy6f4=o*Jft3!UAEYv%QNIX{y5*)0GEw(eNd&=A21{Mz@*~a9c((o+ z)+1^|6c)1_q2))}Wdy$N?fnabR!CQSQk;##<|$rgEoNpFfS=n1jGw3aG}5T{ikKEY z&bE22bBSqrK?8qfzVCfA1vw8h#Ey^DSRAzszF(i8(q9@5a%bM)MlLr$UF|($L?wGgdNV*T z$AZWz)k#~BxCq#=by^@czuq$5WdDAZK1IPy zuS4&!{9z1Wf{Ln;Im}!is(aXl5bPoVjSN!)g_8F)=kIw@v_)$O5g8A&&8KEW4bZXOE zP(+EsT+%MjJTMmwdIGuU9^cwInpU{~P(8y%bweS+d)brca#h_|BkK~Cyc&ANLzI+? z3D+lYGe`$|Lf<$HPio^%s?Fscres15fexV?Y64x>WBjND|uFQD(&^2=RKZxSF6rK|nn^PlWFVQ!2Sl`fsV zZtLYkQsxI&w1R>pQ4Y?@$;f`nS(mc+a|m)UWa^g!qNm_W!bzrB>Y%xAHm<%M!};#B zvARvahJ0d?hnnPmvR!qjPD8i4|mT@$Axd6%;8KG6s zgzpj>xMAr(E&*?+RsC(_;pG~rNJK^b04hrCAwv8bAu)C0-05t*az5){&pn%}?0Wu1 zsaz`y@k%inUsTIQ!@e_3v1uS4t*GwDGDY2c26+kVpSSY=tG_b7jD#Z-EgmW1tW-9k0T^1%qYP4=dQFgzfq8NqZs1t8Stx$Fbe(S*-fw8xY*kw zUO>YQ-l~uYJSE)zdTBjx4_iZfUkiRcWmSG7`#|5n9;Eo!7p1?xXxw6icd27<=WMO$ z5oiIwD!?cyCcr2vB5;e5UkTnl9J>#r(BE%P&D+Dz6JGAm+4=JienWmEZ){&gmO7)8ZpW&icOBM$r@=UvtLj<3Bp zzv>-0ugdne9(MNp+V<{_zD|sS;$nY(?;oFAV9~hQvd5wrVYv9(W#nCwWX-JurOF6- zrLU|O$$qah@CGJ-^!XIORI+hQTwwmS6A+L?$C1bU9zROflqsFz1b@6c6@coLS31IKRpIHt6hCBCnR9bV5-O&r?;&GHTN+*E27O zuv~>JiX~)N2ovNZ1XLVizKac1)tJQW6qQBUJkmU$*?WFHtPut@*W2F%3 zVO%IO7um1!I@@MCG|zp-Bh%knC# zGb-#6vR&a+`qHu$S7yVTeq8x90?(wd#X25LXKWKjESn?MDIir(-VzE;AIQ@$4h>Ua@sr5?YlY@!typkc3))4CLXDlazSZ= zKZ8AGT)4{+53MEnJ#~arx>+-oS`$B~N{Xrfd%PkyfzX?_!seISIX zf{l!MU+1BCJ0x@ z^xZ1IP2wEv!!BxKPyYS&Jlk3~={xU?LOl(!(5s#ap9H)#m){o>ACQRdly`5nB@A|6 z@6od<*4@4vy^*l9IVGF?9ERm-#@d2H~acQEW8HIAaY>DJ~* zY=3PWL0!%|V^h&K7iHFET=@*?hQM@HGoz=(da6^;^!M{_?OTfS&9|xBc_F4Rh0um^Lu;OVZb)uctu>}Fn@Y-Ezv(?Y_!N61W``x}O)b?|H6GMt>kc_<=Hf3_bpNQ z=UKi>*WBWM%T;L{DjDwiNAY;(qNhwu0hdV(DLDm~_*J26^(qg}le~m#7OxUNuH?(I zRjxajDtE+F4?1q&_%JefoE<1f$yev% z_1()eI6#JuHhseJ$O}9ZFgZ#tA1C-Wn;N~nziUgdU9Cv;*6eE07}W&I1_tiut958q zR?--BuG=3ICQ|yRCCc|}%p%AwOi$JZ)97oqUA1MrI2&|+FPJr?%SXSZ@{L&eZq^!k z?{)X*HGjn$^Rf%LRQz-27G&UdCMt9QqH2l2AorQ}luM(bK zgS%qC-(07hbQhCHmt&8FqSO0qp+yi=4H@kzyKldhvfz;I4n4^fmTIM3fvf^&w7AKK zqlc}!w7kkJ&pwV{w~rkpu}Ahk+t7F4M~kEroruM6?hUBF?7#D^`Sr(f4`p4XH5R1E z_X$OE{HG7McMglq54!GGGshG^;8P&}XcbYL&n9san3#sm5qC^wAkT zwl62XR-9#+)Y_fU2G=+elw~vXHQ(H=;QVB5RIFep_kn#H8k8Mg7yogGIV?Fb`3nY; zZ*N8alUxO{%l~7~{NI(U{9E=R0U3=XydtC@l8}=8$w^>${}1_xpokzN;)Zyfj=it7 zDC7};B{F}dC&B`d@%$rq`R`3n#QwbKe^YuQ@$b_U#B=}SRR8DciGMpwY5FtZ_8&!w|!*f(#Tpxn(6((5lv4w)OqzQ%VaT^0Q>fx#5zGfI6W zT9`nS2)WNc2c4p*ydhff1Es1{EsGfb-QBs&_s=ugNp6fc(cUsXq{R5OJNIpkulcu% zpjqj_v63KFR4x0+r=BG&qcMH^D^K4L^<>f^3n^TE%!Z+_!7~~+S54edYd=j?aeMl+ zQ^8MBA&O7L`pP};h-SA7Pb@jXW)BZ0B%*@QC0={Z~diiel_>xW}xMClBa%3wii0muL)Y;Ou z+r4&q?8PF@_1J0tC(CJBBPCw~(mev0ipzL(p7Yd37t*{=t+e(;c{s%{*d-kp8}32I z>g)f_N{=3U)l5rDOI1Wmxo@)3NREUwH(fog+9A=gb&PSVy5p_}<@Cu18`CnSZ5``d zq*CeSH%jkT-=O!N^TQBjYFpTkti?BFh`19jvD7~yX(6*QbDLyLrfpbqs&e{7L-uuU zMc};~#h7CquS0@JJhTQ~#>-QB)gD>CIX&L1I?*bM;b(VrCXlhV)40E6F=>Jr!8=!bop1zdjE>c%PRVkG+G{um2`Honu zesE)OqX;`Wn}c19_Y?C`CR%Fhvn0uE7L4v}S0Rg(`Ant&s=IH*dClIw&uu)%kG`eb z{hvfU@qf7t|C=M;zXiI#>$LxSY!ecdgevGy41^#4_Xe-OiopM-;3fI*gBRkt|Lfo- zA|Z(QwSOtCa&EaU3XsO_;s3t!$$iJ$Ezp9 zd}gDHuZH-7nV8ZDu1y5p)(C0B-^sm=QTw=hKZ6|wjYLtsDkfTp!YVbwEt~yzTB#OE zm~7kRZ*>yvT|To-1E*iycl~nMOQz9u4~%;1y+Xz~m`*>oZ4r=ne^J^N7w-=1^f+zt zcvpO7r{}}bt3^U3$54jC-4Se~XGCtbY^mhrFOgg8RC|Qc4HTXy#Ux-77debZ5#tf< z=tvK_P<(Er;EHn?nhYxB9cJ^}%yd}D+?#PaRJPZRaL^=)l|qRxzbE=~?F*{jtt_r@ zLuNbqFO#U1dZuY=`QL6f)5n|!ggBFB$M2t%KD#s-6RNq?bJMlgU>6Z4pqWG0w8kcR zLbMWnfN`IT;9Bpyu@nckgBea@&frf|3Ph=?s=q6z2@_R&Uwy-Iyce>_J-q+5U;g>c zjB`EQ7f)EuXOC?#He#Iu-^bd%iQ@b46=%S+;rlmhx$ay6#q>sX>JPu>wUj?n(5#A$ z<_YYqQ;eOj1W3`3$ele#pZ1;qBza-cp;w|`ATyX_TZL{*=s6eR0N=R537?>F7SeTfY*w|P&c%=Av zxVU&!#3WZp>8Kg#LDiL(k(G~wk(rl;mX=eTi&sDp&J6>Hq>O}+G@r1D5aLOY!Dayu z7mpGjpHhg4mI=l!|0n;ue1SxSh1`usj*85TghGUjN`!p*5{UucDLR}9#L4*kKV%eC zG;|D1ENmQHct8sw5(+XZDhe7ZIyxF0E^;XR90`pGotQ~b0fR)}8k51h( z;gQklw==VI@7~WZtZ#hS1eMY4&tDD>kB-0pI63`!hBz){B-FnS>z_yVAC8L%jtd11 z4HXR&aa_nK0dPYlLPKW~#2{AC$F%k$VHS$SB2~;RYwW{j5jNN-v+q&jb6n<61z%gN2Dggi3@Yhjh|+TPAGkgs^2R7tK;H7nQ1aYX8%( zlI~Y5G(DC}4>o#Y$=2nXZ7tOJ|pUWg^l>xrq8g_r!-TNJ5uNdq#`DCpPwDq)>rrJySG@clOCWBpnfKP!=f>p)8Vehvd6i$ zN&kIp5?O^*@Bj1-b2X~R{-SiNr{q;$-W@gzeU}Gn_hS_|iw8{)(mSuTKdFulS^cHv zLa4K$!}kJ%f_(1d`&>%yPbsvHbq|E)Szd0JCn0hEm$&CU{lAf){vOS`M0zP3n5RCl zI6#9``#hjGWM6d*?~`N|7iaxbiMup8tuxZUI1OF;N5kgC>+%#U_c47A&uIPXhGsDe z+blhg@T#OA3sErKeH^^$`^2(q|99;AUi|9~d|6zR_Ioo*KibbzZuFd0WK}A|3sC@H*`(T`c{966N;_rx%sNj0sb69!Ozis zd*et(oc&B3G#cFh7jJJB6jv0j>o(e0Ah=7=B)Gc=5AIHo;M%x5!5RxqaEAcF-66O; zja%dH4!P`o{M?6os&3VJn6>(0b=9g~v*#H9_m45B$hV9b_oKBs*D;_9l-0a$>SXO! zCx^3Tpc@6S;x+IUwq9@3v*C!hXsEC3wYj{&+lS{IIrz*u*!@bFu4ky#}}13X0JcIUM^;##FiC*&E+xDnn4L`whG zvHq*fC22P-OWOU}IbM(ll(uE{->2_?o5ug;T3@6yRB{M`yf3Ru;bfA>_8_YsKxhXT zoS&v67gp#j8x45dozh?Gp3tm3(APs!ca6I$Js4QPgXfa^%CdV$)u|2esi(ogRkObS zSWJlvP%y~}G3Gr8e3KxCgs1vHhVIPCyPIpCjSa!T0Vg10P``JUx2DZUgk>Ri3rG9S zCv+V;PO%xKrkr36u1aDXj-e_)46c)!eXGbbT&1(lQ&qA z6!7&IMk%x>WeSCUS;U4*A~f;w{P9?AY&jlV9dfgD94mpo;U7yo%=vpZFerRrQBRHr zRgH7L3|JeI7?+W>GenOVG&u_550V;aGt5v7EeNbd|9dGcK zr(ErZN12<*quR*U;;(4kxQifEYifm_l>_P%d4i|ObBb1C`&tt{`@J`y*#cu*aqqow z39P8#iZ1)%>BUgmQ)t78_mvdAC;s}3$=_ZcoixnoFZbBdG*~4d)%SiI{uB87;TO^p zrgObCXQHj1s!z4Jo4`K+fpt|Jyp6loqec7ODRF*X6Th7K_-0cgKl3;!<0|cevcH2^ z1p9*2nwe4d2$7>>XGt>?0sk45x})tPC8}JAX7iyQJvv>sXi2KYpcRhsAHdZfG3lBz zez${hmi3fdSi)zyn3e0)Fw)eEL3oI-JQi*C|3bk0{|d@}kBqxmOPF8cw&?O7R8k4X zP#+c>D`0^mfk43)+=K&TW$4H{rRkGQAES=%!q&PO+Cw7Q=biOLA2h(Fz{k8mwEs3f zOX5Vk{Zu6WZd&vqa~PRl$P6gbUMldvtks_`hjxc2s&N@kbGj(yE${%UQh0Dvo|MXp zl6??UTl1!dz|=jk6df^Ptq*R{ebn`;`^`>$x@*j|fylh6m#MPoaNAWEX@A*o0UREk zS~7311gQ3J8Wf(8V3=wWWWez_#SD{Sg&Uo(}=xG-%R$ zcFL-ZYmBAVgZ7G_a{qR$srs7v==igr#AT0CgQs}ZI3MiYttZ&9#&fMl(3_%JWG-`u zVf~W+ZecW7QGQG2>V|*H3^2wx+D9|gH6fG%LujrneiqH^&RakX+fFFduqHm|kO=A` z`^YyAbW!#`&j!>HzB1P&X*R}58ghK0U$fZqk~M)p^s;?b;a|t`sYjbHk9;&ar0$0JG@>Q=SZ$dyd-^=;6jJ*%af=C+NMW?>^^6|x2u_u zR@BEF`2RYPG?}_JaC$cY0?;N;^&Xdd{hkY><)tyl%6P4lLd|z1jiaThS3%U~-e??Emx?$)!?{`1-58;KW6h*ljd^1- zo!X3-8T+s?gpYsFF42c9i@!2E=fb_P@bKbr2^YyNwC`;{_YU5#&&A-*@%Hr1e}E`A zN<8b@q2Jb%%S33ULvQ6D2^j!yv$*k0biFfoq8~ovstb<2l}Onn_hQyOWh4eNLN5BP zB7M=6pBMn!NDMn?eZJ9^R#*1{Mjg{Eh7`8^X@pi2!@U%F9lNc%S>qPL0n};*Os%}f zB28z;n4Y0F42G>Knzj)wX_7PwLd>M{sGGO(DC5G6pkE{ZYmV^|VNnRxwb37=TDcCD zwmwZqPY6VkNFIRDJh7*Czq<-cmz$-gmD~B%10Ex_2#{d>d9Uw2QnG%q$;)&eSv!Et z`CK*1ek#m3)u#R3feYmq+-scEADP-uzz4Lg-_15FYWK==0l0eEfE638Opz5`h9uTu zgxX%rg>FO~qLY3snnGU>FL#zT9)k0pYIy$x=T6GrwLd;-Hvxo4xY?m^CwR^>!@>n4 zv>M_Qm|6`uP7vV)e}scQ90-dzCOpcCQ1awfI3tMMvPLn&LUf|dVbhlm-IrR zwnVCkq>|Es7zF#sGD`g2m1#nvA|<8w{phh=${t&&ENc1;rh!~h9t2536v%QDCEQc@ zmrn)}hKb7L`$m2%4S9lU(*@#WNFyQdU$*x65T7i|-I?FT#F5>P@AW4!Uqfq|Y(L4? z9gqej=E_X8eGW-fCQFzocb@&9a=8CFpZmZ3nbIFRYFziV`x#_SI7q@syD#z`DLv77 zCQkicd#3)%;{+!h+AkpdOp2Jd3_;-_HfBs(uapN|2z(kpp^c@R04e^LwI!nv zzR8^K$Ahe$JwMsgMfP~Q5?T?D85IT!9GlCk*EQ^M62ZpS$C@QGk)t&kee)LvED_l| z+a|oQp($WdRnd4jCUy)iZXS0Xt=m2d} zq9WaY*X;PK)<&c=c0!^oWxpQ;LKFM3sld|kIHwvso89&$AIQb1oSY5pV`Cm;rrg}!aBejcA5 zKND+gv-QFqv!+WnW=|Lx27E|P)O6e&L^R{8;AkJ&%!@$*q<7|wMQ`=kG4 zh|CFEDK(^7&d#CV^B+3db?E9|wG;cOK7E#HP@4_s6?Js55>En8SbYyb*`btu76>J1mL()Q7`UVz)t z^z=MESOSAGXvmux_-<%3$VgM>St7$n6lR`< zzdxW`JHodWDtVd(D}e?dox4htV*IJx4?*t!Y!^)0V%Dz|Y$FcttA*`lkZ!6#Ii!5i zPu)PFw7uQQXPI(aTk>ZPeMP5Af%XG-X*`x&szx%_Z)0vtVfBR>oQh>fHEmVjj0l=o zS!DT0;b2AlG-Q@|BdkQ8`ie8$j9y%eH?j`jG-6ilEx-~)AyqJ2ctTo-vx%=w!%rXb z!Rcz*J!yq6MM=NC&LL=x?{E^|_F)5M7P!Cx3oQ-_BUIWG5Av|vGCIiDK^~?CiE>Bt ziI0zaYHdEP&Ag)<@DgD}Z=jG206;h|pTM|R*O*sR*ss%%UMBh>?IbTvbUlPXi>W*^ z@%2KBlSX!$)ooRYSycIloHM;F#-5#tRao9l3$-(%s?HoUKkU z2TagXyZdsFo=gO@8|jO{yk_(;n4#H{wU%{;;@SM}vnM%YS@<+M7SPx;YVEDI1F%<@ z=!KVxfw*T%w(0+U!gpg9bjWz<(jpzk8^)EJ!*srClTw~u_S0{K%!Umg>+N07Kn}Vp zhG)7PNz&@rl(|bYqq(OCMk)=1B7sDwaEHQ5pY{dt;`am26Kqn9Et^usLj`sgfr7!? zI0IFKH{8osSzJ>NCw3p2(x8g%%?5=@@~Fn?R>WOoiNIz);zE3n(XQ1QJ3{4JFqxPk z-UrVdZ1{XZ>8Y+R*v!FnhsFIB4BZ&pv*;bmplC_~@wenm_7=4+9{wHaNde58>-j>H zrR03QmkJ-N^#~vLMS9Ui$G4!5c5kNfB~H5y%(lgyIVah$+hsO;CvuZB{PREbh+1iF zl_t`!3;>Y6!NK>_pJhp*a?20kr4LNUctJRsO{*CuJAnhx=|Fa?GHnw3mmEou1qdY` zK3pf&10IfOa4%St-4KrwQ%Lr*#z1$#Y8XGtV1?FB{2K8e;IV`U0#kJ~Q`pojX`j1c z^a$r?9?N>*1xu4V$CYdq&Fz4!8VWNL-g=aE_e&MMi-Vpyk;b##@^nU-xfXN{YJOi; ztiU4>oVNCmVe-M?+s6F_d`1pvJz^Q6U51(iRWvr@1rwd$o~}BrZAReJm^4oGii?zK zyq?TQM|!&P*|)#oAGxCk?IK^68E)GF-l_GM6y?S?OqvB}dX=&qHJ>=vUH*ON`DS6< z&7IwLo0NbhZ}V?DDV$#wawgQ8p39bmK5gpTBPa!b)I&vH8DB<7EqIsgw_2SP1b*=> z4K+N)NxOAFbiKLE9$3gxj;v{u;~1f6%vq!QJ|BUgKC~fdWa!49{YQnCrbY`kpqgFqOzHRS<{~$f=N#+2*>bOnju5 zF+eG0tAB8-X5~>cMmOu7!NHnL(1+dfrefs;8!R`G7p*svmpUYrnFe?9Ils}nOV!g7Ivz|cz$E;eD*I1mc3_Oc z9KCJ><%=opArpGp&~0?Smll7779S>{x~BK>FIS^XJl*vB(ud`pm-kizRJoTq6oRh8 zG!ZQ;;6%$k2+ixmCI@JxoBsiV0&dEJYumN=dC#*PxBP&rbI*KKGh9QC^uZVAj?~P@ zQ6r6we6(1@C7zUj2`*L?{Yr!AW|2tdiFS}A&6vhz?p%;L?`p6l80UQ{|A^-p+He|# zfA>V7&N-?}T*(r^zBw_75g3)xXl-r^r`HMpislp+_c`=dg6@Jp=l}5_yL#+nQ-Zc?B=YGj`FnYl_*U7n>*j4u}sA zhy0505eqi(&XoM8_pE?>c7A{Vp3ZCe^m^6v0==wgL68q?uf<$3|^Sr%&G-g+hR5npaRe3Te$s+eOkPvfY%Ig$1K_ z^he&-h)E%({7tRl|Vh+^V-Ia`S_hS1M6#A z_0Rt^R{MX#bN~O{^K{$c^pa0waiImaU}>1vCrf^4eitkT%P{NQF_wXbzD_krE7+4b zZ48c4mzwSJEwFXoO^Jp9d@uehF-O=$o9VBp7}P;Vz56lY=P1qYAPGesl4?q|rRnPWy~&^m4Roymae_?@Yax z2ndNl2J$j|m}kaYQ%p~3RW}}B>5bViAAp2ADlLS3JO%^=PE~q71Q7#6uDSO;tQh7U z>EkgSGNZtvF&EdB+>MqBztXr^4mV1JGBU0!b>>XP%SJwPDdG`xic0iXBcyRhQE$xc$HJ%VE0=&7&WYA{`Zh%KH(-yw zSEJSVnkc^W1L3Wl5XeY2Xw6=?=_1D0Is*1GqwBEGLJ^^3$o4X%))fS$zrx~ zwjmRfTP@b7Vs%gC+2LI60_zi;B?*~3S~Ns!`tI!g0vg%`5UqwQo@VP}y+8A()r03X zBTbdV!#Sr6PL%9K{a(92nvBKEC|vVFaPb_@Nt5b((SuEitQ`D2?1mQ^Wj-MXit*C4 z)b!t#`oghxk`&9Oh0VUluGlaA8rMOX$T_>$o-)F3xV*ta=_6`N35JE14vJ`y}$l`Dbq(93i(|ThEi_#dKY_^WczvJw_>z9h!(s!3F82nZ*7b{0Z z1Z%ASnpuy_TLdBUeYe$$o>{#jMS>*Z^+7-62JtG&y|ZM=I*anWFLR21GzjEO;+E7Q zd^PxN6Bk$RTEbjGDnH9yG38s$C@#>f?T}kN<22&$7J@UjrD*esCCQGUn#ox*DU9gv z^;h#00B3M&rD$_q^DI+E8)vcg?XK+)0oruSFPNxKq(l!5F$n{B zV;@+qDKS?R^Ln}P*y+~@aV zcO;vY9&{~@aqpaL#Oo`0LzE0EE|Ti9#eQW7@^D@m)E`HS}dQ;hFgrCFM4a8L=?pc)eQB@NZXV9F5RBlW{S*M8T9JOh#|3U z4h}MukrjKJzJDOuwgToCOY7##YqEr+iJSwgN`7xn{#LwydzT0@=oo0W*sE(Ywq46|16N3HS3oHZRC zT^ooGUEQpMVeY`7O88NA$LVS4n`8kZYI1I7<4{HEFVNSA1vzMfNe=}>&gKi(P>Xnn zv}{yY#0!iEk7!BU`a<|PXybkklFRN7P%Kt{z4t4X%vA(gyOAAV^&!v8c0zfe%hlR+ zslm+*03^-brgY^u$S3wB++Qm^*OJfDpMoP55BJfF7GNiM$=VVYz^&P3UUr6%s=PO@rb);`vX@Z(>4=++ix!_;1PUN~HuLy%AI4?z!FAa} z4krDBF~Xb}L!5s=Bvbappfgm6m+YdWyhMhorV;%!QQ_rwd^n9MMQaO>lNjKIk+nBi zF!~?hB*D*G&<3ZyN4JkgP#;+^n4b!h6O83Bccf<=Wzl)w7evrq=Mzn1MhpKT+8USY zSXdh2!_lD7Ra$A%cI>!mR>X!du-BcJ_g&c-X0aoUkz+Gb6Gm^vdaAB-BXi6)WeS;A zeQa^$&F^|FY0hZXiGQj zhBmOuJ^Tq~F;tD$4^v`3{31vnF)ioB*ucs65ZdeHjulcoE&yiPP~au~6``E1XMKO5 z;0YzjTUwvUK4HdnK~-blu^%>bmpzEuSnlD4iAQTcDYmufv_5eqO0hZ8O}MmS$HPrj zRoY+Br*1NXx^6j$d|RV!_mb`N6~XvmLxJlL>KtT=(mq>xQymx!o)NMQb01QU1(*2E zV)Iu?f78|oz;keR+3f)rNcPpE-M?ZX%-Vme>4dDUoeDN35oNJSGy*a#C%66awOW-U zJMh}hQzE}L&ayI}I#iTHHebiElF0%%KWb70QXMl!m;Q&*im=i_a?)Kf3xZyz`rMXI4irdL z^7(L9kS5f|>ii=gq1o1t_IHu>(e@&9U$4gKu?5X9NBsadxReE4dl*qv#@ z#`-J^_28*~9fW%oByT6MbZmi!Y4qJMOyKNXB-hA&{uOO?^A{r0G{qbr#C+Bm&A=|)b?oApvrkKAONg^I?8q6LT2?*pp`c+ve|;IwaSHu!bg z={T+jYD>R}ARh(CFY3CtOy+TRVsvB7^E!1$$k5xOS=-aFp#SEbvt=IZzq{N+AR=!b z19%qx#{-J6G7WZEn`91Sq*>s>T^omT1-ts#6UvVY7{1os5r9_2gm$9%BzGc+AMW>n zfUDq7+1Omdw!NH3xNl7>^AJcehryu1V6`0w{_}f$AflNGPTNS_jvKdu{Hbt%9XZW3?eARsE(kOKiK&Nes&|Yf7-f z`vOb6__e`@j)KM*1rVNPJ{xcsp|b>bRi<@IxYSVr;fePvy3}4s=z?35DdO7~fEL}0 zZc?=D)H}Q3*Y_oz#aPHE1ZsAh$hbI(jSGP5dfog9&I7`!I%nJr1-2gf(t5cr>O0dN zoAJ#b)?@gnGO$N512HI~b!zHnkMn|0=U18f4XLmrAox_lo9T&NxbZGnH28mRm((J2 zr%!Uhi?eiNz3eD?36hp*`N0E$qkL3YCIrLd!jj`HDIW|Qs7nThMIUcA&8~nXQCvpL zSrAezeBkHb`JlXevlD__h&B(wQUK(P>2`)*G6U&le!9~m-!g`Rzk+dq@?B*`-6Crn z=l2eEePR}fk5x=!)c|&~8sSbisVuoP$SCQv?g7MKs!s0xL71`ep3bAi$yvl{?+mqp z^|8KN$3z;HcTIrmT4^{4b$0vrpYY4OkNoNZ0qQ$tN9g4|Cnu~Xo-DX${V*i|dZYHE zEswx9p@y`GD7A;awkQl+#IF*Ze)Fdo<{7vzuo!UirpmG+h=#7sp7C?a2Wh2A4keKc zXoFX*PONT12qV6U3kn}~J8QRKy)pWjjf=zemSvdob6q0?R@|LI$TjFpvu=#HhgXle z?yRWI+L^w;#Y=Z-NhwShjx_%>sVxTia`S_;s$Aasy^-gcYqOTR)fi}7o}EfU!#uzj zpKQYfUWS`PUcSrl;tTMJV^|tVj|YPA_*T@gFI~rt&Pf={)ta9C(e9ej_9rNzIh0S6 zJZ`ir+k(2GO}(K1^((Hx0I7k5Zf$&EcDksP9iXU-e zko~*bND|LzDzp&!)F6C|daV%qV$|jsG{q_*t1AQ!Z z)28suZQQMk4{`JghYe6JQn6(b<5By)HZuJ2)f%{u(DilAAWJv&SHKC1ewmmJHw?Kw zk&ZSkzu2&~VlVQ{*tQfx4oh>@m|7E@05L_K_jxI9Dq>7dsC<-}KHGXM^||*ll1ZAu zAB!7RE(+{0afyi$a<}1y#cwKbyE`yzU+1zE{TaNN3~B6zL@*LNKS2Po=`Nl}F|NDq zJsN?wONMi!{JNV``b~3UQi4uspbYq&Y_k(pVa-r4?DL(@2sdVTM&887(e^eu&+`)s zYh!j8ut-`)X`$jDKw_TDkgyMHbAKyIGuc$9IQ~l>qxGVWY~kw_Ct&3o0N15vi&W33 z5Q{Eb6+SuO;+T250NR!1$;+mqO~gCZte_;CRX=HXH=<)oYT4t zB!OS#ceR@;Jh1N@CC}$(s}COS3+r3^M^JQX8G~KqeD@GDHs;quO`GQGNOjy8Nv+=+ zz&|uXM7c+R>cmv#*{8_Bs6BSXg1SR;PogJWZD5y*>|CyUaKdDxu$81!EuwbS6$6%R+1Ek6Cnoa+syTkW5eaF5PEnwT+kM~hd%jnVL4R{MIc_3n(}s!pMivTk%R0fqou1)K=FV`wBo*qe{-%bB-y{$ib z+_N}|t$Wd`6Z7hKDUBnVaP1S?>+7dN+d3J%{DxoFK6O)I}#+z@x1In@u{T-jCgjwna@l(r6(Arbc7qS$6Qc_?R|#k{&TFO27}vqhSOI@4Gp zW}o4Liy{>Vb}i(y1>F}3xhBG0h-sQ5G^S7UqFDKhwAZQ=bv~kZo9g&&iEZ5UGxk3l z+JhV`6>bOT1tanG#EN&u1pr<|2jgCd(AhPTDUuPfrmAN6=|hDtzYKaq+eE#>L6@gm zOwxjWj624JhO29ywQ7lvu!&~e8aev0REv#^B(Rh{%I|WFQjMRh+oP@e3h9fzJXLaB zp_Vo*N{st)5gkagu7=2lqH3)i%%h`niOGY^Dtd4!!#&PHej97vmi4>ENHA2Aw^%sGH4c zA?VQlxfua*iKs?s0?yPMv^7%rwV!nK*QS|1Amj;bhx`M;~ul7!vu&=;MCN>H;ewyGL!5|MfKz5FR+MvVE*f#HJ8 zS>53GfIj8`i3^5a2K}StB!#+aMs)q(G6}ak%D*(W3CzF?#=g+lyRCMLyG`=lI5XRT zKQ{9X4bb<0g7CbO2tU+B1zyFlD2esF%^E*Y&$+cbn~}KZcd(`T@=ii^1Ruk`3^eU* zSG$S`Pb)kjfAvT^(%yRK>^quAlL11OpA-AIXt^tI0G1<7>`rxOLuU-W=4B6KuygQX zmz|OFxW5rU4VR%E@;^ZL?stJvDs!YLgYAppu8SB~{_%iNx08K=dgvn8?N9SxcP8Eq zY@+H$%$u>&%0SO8T#hRY9DBkuKIaug;;f)!HUYvt@s;k*rwJZm7NvDO-xuT1}BZGcP@UbarqP(s+(vpA36+1&T&r^~cm-JA(NNnh~3WYMEj zDRpJ}790Z*&%L!0lye}xX??HxmFo$=<>*#MJ^Z4m(JI@@XAow>@RJG#d@4P|xK7|q z+h@fv9N{RWif5d9$TlpC8LZ4gG}}bK1;9SCvYhS-XooQc5{47Qqhh+?C5<%t#xHc8 z#q3wqyZyGV%(Z$iRkR;JJY84aSG`OFAlQi`-V+3Sb#3THf&VCtXbBx;;ht9%j8#m4 zDvcK#Mtl_b5#29fi3$i=q{5fp328URXucXP7s5M76>-~(i+{dPeT)j^>h?AYtYzysbYC&zH#tmL^zs5g#1pc++vUgv)RFv0c`cq?Xmq$wI z?tdLoR^3H=cMzM8ytRzD%q#L?YveDKJ1k02^#! ze)5-wG8!%IS(a(Gk$Tz?DY(pE+lfFx(t)v+=apf0kI}o1dFIWi?+ptRWaVMzYY428 zLzEw3C1bw!m4{;$_aQ2CdWeCm<5ymCF;om6qyggsmSl5ymj7wX$=E@^<=vxe&T=WA z{D^HC#4l>7&)BTM<~N0d5dq1r>LUsP&ez)ci_iQQmT||*KaK~MFfN&FX0~Xke=is_ zgakM7O#~ErUC-|>?naraZG94Ih$BA8xH^_O5_>=OU!1@HbpO_U*{8W;jSe4$C6*YY z!`QtTKbn>nyxGN6xS1i@>V4jsbI0@-43T-^ZWfo@!FUommbTCN#YDH2Ecc4ulb*p_ zbIewj=%7E)T&H{ zVhV>z1$?@84rJ$X#-0$OiE#ycEgA-*L))VO6!BX}rT zB443xSo9Ga%!IwTez`1;6_&w1UOyRr&<&rQk3RK-C@dV z%sr>0`uS7{p(T}w+2Q~Dnzc53c+B3=kY@60#Y|$^#fcM~$_-t*$7fp9 zH*C`>z!<(&;W?0IuRDeNiI4=HSxd5ZFcbj&elV#R*J7kjSY9<65OU|_EdBZeb1Of- znTiaDbHcmWDA#gxJ;MI??&+ODR3G8?l{=s1#D`&w(ieXIL-sK^vkks)U((1;<>pfR z7tM4E_KKc50UUxMUPS_0+5)zjFn0e+a(&dtMXoMHGX90LEh2f2UA* zP%HjhR~b}Tk?%-_$qd^plPJK zEhTXBbgMAu)pI+^8wSKIuAD6hkd<9_N2oUWsE$W@3Je+bCfxhT+NPH)_p#CkS&gOp zpnr@hXJKzvsU`n4$nW3ws4eVRC|9!HV{dn{q%+18ytJoc5ytZmP*2aM1i0BN^yx2w z1z_nO5bzjbq{!E1&9RBr*-cO-{2X8ZnN_eyG~sJz1lv5O;Hj-j^!q;iIL_o%#8ku2 zu*-h(ZHElN9+Jhm&JD^^`RPw*w)50#%~Y{lpKh6s`_m6hX71MWiRu+Ox6*k2S$Jat zsDETcG3z?As%;cb06}k+`bH)=^O1CqZ#lR(VY)3iSmHlxP2Z5BPcwwn$~;Z$se}Y# zwjRh>eZJR&_5SF`o%-UCnR&>I{dAqr(BPZCxq^bT>e3aoNHY}i4+uIDpA|jWf*h`Y z?a?@e>qE3@X5ri7oV981#oaKoQ4FOQD-gRKOyYm_eETsxtWg?cnUQhsyr5hcR_W4A z=c99Zpdv#V_BfeO=&vhjyYE_Y`NxSPz>9#Us+SOl`A)@0y!WQ_hhDBTz`$G`l|j#??`E;sJ`myYb72Q zMSnPRSM10$6;OG+YPJ}%nH-&A|Dg(4A#2e1voyVNY{I*$Viwd z&2sFM=%UCG^$~8W|8lT8@AR#KZLO%OsEv&G>QXmtWr@ zursHUZ~BH=vXAf|z_BUCzJ;s|*cG>^{di@V49SNNZW51LL=N;ZLvJGp8MOR zkm9a42f}Kr0~68K{mehOi=oa!Mc$umgzLJcHFu?XQ*~`Jy%cz@=i!xmKML%*e|^!B zWnPm;O~psp`Mb@w3YK}AJAsn0w3dA_O{S?1x@c;3^!0)3dOpf+p0S(@RFvLf(Ri=< zCW2C&$eo657rM;a!$d9hjRrDfb4e1_qO}h_HQ2fuI1CGFboV{_?EA|4$7sLGVGDur zsFpU<$(;O@K3j34p1FQ2R<@_TgVZ4EB*>&vJ5rd7!947Tn-K(SGq&1OfV{6U^@(Nx1aIi&WOAbqjD@7$gDJ{_Je@s#?gK@krPFvwRDdQ z|G&Bw)b^svb!thUpTS$WSCnF2{GzKR+%JAY7Uz-mIB&aW84T?KF!g6ICh=+aW=S>+ z=S?B&x>h3+js;*I>;_Wt6X^m$O}&W04>hd*G4-&mLk- zh98i4`_gl`UBU44662U`9Z!XOA0n;S^hL&rsGIZi7f=>lMQhI*g>-|xk186ZAt9Au zeaM<9Z;zgDgw zgll+#(E?4tS?;s8b|{cRr2E0Zz|xzYI@raqV1jnzh#4!tqG#<+D8Ew-iH2wj?Ut+?N$4}* zmCqjCw(`W1=!8$zQ*JY!Rpm~U?4^N{6RqraM5sL#R437B&y5TeT(op6iqk<5c&WuI zGJ80p@ByV?_!FM+);SluakNZ?xLeYU@zwEPLZ1+s{L1Fs%6)nt2Lfql%qHFVxfUEm zCb%!LIK0B|9#WiWOAMQxR}wPZF88@CCf$5=xfT8as%lnIwqr3LOk+xUQ!lqEAxfFI z33@TNu_}7j0+?CMCSYdON}VxA)-kFjO;Ta!7`T0qcK*C;dO(C)`I3A}N{tjY4(kwC zhp9=f5DxEKWyg{qBSJ4pn|F4E2{fKUpnIQT&5%r{^^khSvOXMQEk+a?QPinZ8N zOITo6l?;o>jB9jR#r&KwQI71QpOO2*Mq*``$yG4Zqkp1su?hT%0ix~KCPVa{m@=r( zeaYm!I85)6Ev06{isTb=p7uzrx5I!KX$FP^O~X6T8u`5aGk@_B$>C7P?#@_PxU?MV z$e>IS?Eah)dFHF1(k;y&Wm*E#(J}0J$Ap#?yFHcw`OsiOv`{%l7V7wF8id^;Q5F{&hsE6tBaS$kspoc9 zdGK_%g8$`av{?!NzJO)SZXCw_)n9MJbi=VNeP@zzxs%P%pK9h0q^H|%-v$sVziA^@ zIv06}FxF4A)_t#^cjKA)_VZXFwC#zL@xA|%IlOZgrcAxBdZ~;pL75kMTGr1x|p6J)aQ4NA`_4?r4 zoN)rcND4U-Bk4eF)#rYlXlbAM7JMB2W5+8l6)y^f91d{luhs9uW?P&kY;2Hl{X|za zo1X{=qW(MekVoaT9C2PHl5X^mLxo1$?E!&9+&Be&>5G@>jC+*J_{ARij~{AEN$2pyY>i@<^Jj z`k(4Mb7}KGy%MA9N9_^RWtL6uE*2K`biJJQrPqvqjRju{x|t?!i{ z4?wbK^Vr}zofOfEU%l=t3f+MUNx~ndToFt!3^_86)gifBc&^hTQ#yfB5iwVVV6dMg zipAiyb)^RL_%D@09S%E|wA*k=G0q3$o(Fo~UoP$gPLOpRVsA!8;rWy_XO#jcm80y4gemdc-yHY zVMK#m;69|gpUY}|i*fFrz$=sB1pnD)xFF9wY5S2<@gZEZ$D#3amv_uRfPhCZxAEsK z<99YVe{ySXT^i+p&MyH1*H{FH??(#t4!nB_V?E7=jh6r7Q;4y-BlGc#{*@gRqDbEM zXE?upC4w?-2M2?bQZxJk`u2W_#)7EtUEDV$`5we{EA_lN<5qcP7 zf{Q~8?)sK(%l-kP^~w|45_NK8KSnhxZ?LNVf8+`>> zk6+2!(h{6*FGuh`JPr^-DhSDCMz>$N3rqd-CFf7tH1h+SB()RMH%IgAnGW!#wlexkIpR&A>y3)`T`r#!wU|J3}cE2Vn3<_!f~O3mEB*)~_q zW$~B-zKF7Hu6ywbfe9(s{wQMg+=M{J=mBx^x+^y-?Ex3Y>n%ryX`PTfA=$g|>0^ocg+yns%c^p`7T zVpC-IL|F!!Fq-!7?Ry~ZGtL=*GEe7cc8gm?4TZq%wQchzK+xm{j~96Z{@IwTKl25x z2*LTz?e8t##5ICMz5>(S!G7coOb%JfSXIw@p8#|jf@J&RwN)Vu2YCaYAv%CLGJ^-7 z#SlM{(W;2c#a)~m`f~IbJ)?d)a=aHw)T-R>=nm0|#6Vsk5Frti=sn+GEDB>KJEGv3 zBRNw2^+Pj#uu=W;Z|I)YLDou^XT|s8+S;aBR+HMg$ik+~UT5ic-N-KZ%5_g;!x`T6 zRr*uJucrwxY7u1re}GjXZxX-|ASsZ;cG{PDqs-9p@B7@CcM7Urigkb00E=OXpv1zhSquiq&Pedfv48$7aMYY zcO^c=tY65KoJQ>CuVBkH^+KZoKa0ID*y^LMa40Za><}>LfXK~;D6v05 zPvP<*1xxiWYT>_*bzpibc68?dsmPtap!jK#PLxuAVp) zHl|RRe^qVBhymB*|JUX-HF3m7PA0bgY1vhLafaE~pK$ZOoSCK<8M4!#z2>jJpz|A4 zONec_xB!6wXx;t)L)KXZ#nnJvwh0hi0>Pn4pmBHi;KAKPaHnx6Xn^1Z4K(g0OKcVf~(9z1;CaFokm1yM0L|s^i6QSJj zP}7bUN8IM8n!&+CY-cPFNft-2Rz`A##k1d>!$~{dqZQn33+y~R0C)M?FNMkd4Tvf- zL5!p`5=Yi2o z3OO<+D6@HlWP!=`D;vk!Pw?t!hLasacF2L^56+^=meQpE2lM|wPbMkF$*LPmS5)2g z=pdH9f{3k&uaFkeANWSX0pyeG-k+aDPIEk14dp&BtPB!6;(P_#(x`K+WPM~$ejDuA zd;%r@rn{%B|EE79kJdoKXZ-} zVwZt$M8+b6^>x-~?lh1pEtAj)b{UCP`_Tbt*ds6EIY9EjluK@B5>;+>kr+VO0NWAT`6X4xtdhMoDFOkm7}MMrO` zc=Brdn+c!6_PIt1S*EuVP)A-FcE%`#Zc3>y*3gGCq1Y-jQs-MQxyz~-MLwUHmE+Ol zS6zDx>UFT@u=%AtU8OLl6?IaAhD=ur-6YOyC{r$|K{i=n*zwBK9BfH)$Ha>OINqXe zt|Xj&m&1G8JTzcZWy`I_IRsnz9rtf$G7l|(`90#`wl8L27+p)HfHKC4M+>HBJvHQ+TQqTF%R;r=uf-2j zvaVnUSAuO9PD4p47_GBr_16GRno1aBqBGcM`3e23H@>p7(A~-3+o^P=x0L6YC7ncr zMjV?MyTDl}TmSw)fKf~H6_IjVjiUDnak)@0b=uy&2|0Kv>PhIYekOcAyn=_1p7d~q z#wfo?(@N}|`8D~9u3u;j{dPnlV^YmeVsE*sy3I4gNSB_a8G?OHw+FO&V=GXK z{n(X6xQ|+jmg|LIzt#l})BaPFGK+x)_8Ru;y>sp+Bm!ext?h5_|h}c zA$IKX7@I+OyAK~?4mvsi6TJ0_@ES|A;e-<|w@nnCs7T3N@SJ~e$dst+Ks&a%o}4Pl zP~4UMHEND5Id+&lO>b85TdcDj2wM(us-YncVevlp71mEQuYpEnJ{)gKP#k@N@3x*S zcTeuu8D4WT$Mh6Qon`PO*dvjSf2K%HnT&AEG4nK^e{cM{d5iLHRKg4|G-8W{xkuV5IffIbAV)v{2Vgyy zH?6N78V3)Gh0%a+5w|I%{(1^JMrDNc_m{YO+*aGxGo*0l;P$)Tsql-gZq||NcujH2 z%#5$11n!w=`+d0=GTl-f;xRBtvMJ*>m z?*wL(QwngkP1_vA1++ZVBkn!Ey(h?qb;vt6m+_mcutD8F9fA?e!R|klEVIvw^+{AF}fngBXD^45T~mIYFa8Sa(DP5RNdj%nE$IN8qSTY2b_;>@iE zb9s`U8LJ~$CmaD5dSV78nMfZR17^(r6}7irpkZQi5|eH};MIXUmP>@))Matn?o8iZ6$rV$0!8)52M9U zkCIj<{H;n(LNvp@MJF+wwIUz7Fn3GtfA(KlH%(Y4_~!|qI*g4P0=3%W9A_t<#pmrC zDP-0RCpTss+}ZUUK^Zh^RR00c9+c4#V`Zrc`b>@};p#6%ry}(UF&8h>XR)(8?NID` z$c0rQx!J9U4_Cm}K$C{wtl+IJj|8fx99_b)H%y#-@)2b$ zWV#)RqwhrC+vT0h{KT%@lz|+wvoQY$@TDR*jk9x1S$YmYL&A+_RoH=FTee-w!ao#FYa9onU)L=hDW%BE6_XYo^yzWxbue7Xl! zR-T{8`L(V5XHAsjl>^2rU~F6;At{{dP)eup2mHay-WSMUQC%!!e&- zG_+l)peBFn?VU;4Mq8nJA6QlNr({`okf5T`jwo2mvl|$*mT+~kR%mc3 zecuQLIt-^U#iIhOjwUwXEg)}Uk z(<cTtN_u<{$O~M}LW1Ppj zo>UT~lf6c-@`prYy0q?Ewujxx3vfsDuxIZD8n3-;4w$|=I>^L!4AmJIJ=( za~q>nY`XvHP^q#x!n82wa246G7t2dR$yg=VO@Tw)T~6Ad{m2)$VP_EbN13R0v>GX> zQ_=+$22K=1@AYupR{};}kf~l#PhHD>iW1txU=JhTU5?j$Sw-!kE*4iQ^t*Z^OqE;b zPWq#{1mRz542y&dL2g#o)(+=A;IN1jD&Jo<=(3;+DUe;*pom^?T{I?T z`kzLy@yCCGO{}b44Ow|tB>DmtO{^f-s~VPskexGdQb^E=K1|11)_=W&^>uF}W@bvB zWSTX{`Y+GG9uXsq9G9IJnV94$=epeGFwxix|I73VNxn-p=uco++R4NW*1}!YmSo+u z+Y&}Ov84l_EMbtv&zL-ABD#>ozf}UX?Yq5mw`2#xVjs@WFwZg5!K%@BZ8=kRJlN>0}UI# zMB4yr39mZ(AO~s|m;fd*b}_NQiIOA}c+p+ZcY@qYeP1MbA{t^Kq_K-Sui{@F%MK|{ znqQuev?Gm8r!5xFAk3U2j6OD#r{NSV9b8HpVE0G6t2$D>H{xl`)Yj&^C_Dcijv|Psmp z4q1VSY7OBlpEYQPBZbpdiZ;?F?4v!ds{-ZRXZsD18%l8n5vgmZU3W6fynbP(uTMEIUp0s8i#M z-nF5k6+73J9`g~#MrcMi_hgPL8vhP)6&f(DY!xrN7eZH;IFxv$Je%son;PmkG17ua znU*r3xxLf8RgmExYRoZz+VJZ|20pJ25uizAsodQXV^{l;588{)L_9F`hr|&D`x)`9 z*0Z{$QRM1`o8t}kouKCnb0#Eu0a#rJD>vS+!2b!XmtGd1Q9OA`{s&Na@=GvWInvOz zR5Z|IxyAUY&dJB>V@?ikzW7JFEzGsvA=C>`uF9>DyvrCLXpS1J@BKGiNQPv#%g6`B zp+i`(gi{*3;LkGWc%XqWxCS_~w`j;?< zE~rIN^@H0gry||(2Ssyp-*+5I2K4kr`MD#4^`#d=kn{>gJAZ-M2HiraH}=6Nwcak5 z0-u|TrImmqjaaS{nD7KD+yb2h`bh2)NZL_o>nX}IO=bXXtH&Mstap+Dx^h^eL#TQG zwtPRkDdW?(lW=Cm|1RH#!OYaKcQxict;9z{LU`h*2x?WU_pN0q%U)rQ#s2#YyDSS} z>}6e+z^g$J`X8O3w^Gw2J21 zRTzkOaev^YyL^i2Py%Ix^AVNOOzw?+zdp~^!-Vw?3I3ow%sw56UjQp~vr+;X5e@-b zFG^ZjIrYs3gH)F%*>_w&P|#r^ajMcPW%`5e7%M+Hjg5Z}Qg-K%zgqsOH}%K7T#@;dz~@2@{^^1K>Hl{6VnA} zWDRP^CNb%_4Z*NBW#JMaHtX}=J`?SbM?BC4eu6>{FTx;&ELowf!fii(bj*~;kCygm z8HSNiqtGQf^W=_=`97842wZ3#9_p8NC20zVZ4VdO_{Fh-{Bj^FqvA*xs}0ZiUMY`Z z<1t`YqGYd+k}e7lTc^0bRx~Q}3p%F7UTlAT+T=}bz}y^);N78*=Q8umA^dWd+g3%I zL2cwf*u=NGcIX9FRk{txeC&K(+Oeh;Pc~L&UV#60c<-W&y=2yjCA#J$PA$yb zd^~Wj$iFLMw_Mg=Z!JvO#Z)cSMWGYl?ba|3frRr_e(pRcDI=w) z8RN5x+_B?E@11$0tvpxhqRpzf8de0iB^rhkmW{<8wRT2Mw3xk=R^&mK@0FFAiZ67Q z3a1DUHi)!+kXtSJWo8n0ca?^*IqtNk!Q@E;-ecfb)b_5Kx3hPp$(JPk#ZOwn7PO%F z?3J>T-fe;j>RQJf(u2g#YSTtnE6wxq->o9m=_SS^!siuJpMt*Q5|W^IZzshaX!}Xn zx^*C`OoLLseQF~6#MY;`jdK_4qVi8W9MWr7o@M!*p3`Wb91t++?5%Z&ct+aW`lQ@c z5iydQvH7*0Qe%YgALgsp$oS3`hVE^3xSl`WsVB>xBKOyINb&K7-@?sXuPD!DSFA%N zi?CCL)OXgfnwIau2fRZQba7vk;?$xZ5&Itdy0F{1cq@^&FOAv}l?g4imoSeDr^G3# zQJWvcVQP@ZE0LF*f#MQF6QgF|Uy+!JHL7iCnMpqYlwlr~;qKYk?IPY~UQxZbb9}$y zt6xq~4T;1_#;2UQF3l)Ud=QP>`}KE`$;_NjptQSu)Fq5wLbcJJ)g1TW%~U8viR$pW zn+85tFWg2z!sizj33x}mwFWHepwf!ku}WC6$Uw#`w@P+)k)_mf%dM&g7>kDUhL>CvSCpCd40#+uawVVwz-T zWd)&CVX1GfxS0qP*5cR6I+OclVq=pDd#>w1COlcQ3FcZCi0(p{bYl$UZ1p`x#%H;BOw=#fCY{vPGNS%klvpv~Ce?Ncg>ffzb|6Uz3v{=TFiEUIwdwDIc<+iTp$9i!ZPcP9N5 z7XL@G)B{l%CvA%^wzIKE$L>O^|JU2+0uj$O(ZK0A|E&SO!*<#<=$M)gWOe3wO)x;k z9b59Fo}(MFrHG?J^8&5}I+tp)Q|?i1l1gfNn1Oeug7a+W1sxV6CLEv0`!?o9``mNT zwOAUadR)olhrcJN46kny5WE3@s|jAhrX|+e8ee+_CQoS--vNGy?b&pHtME+xNzDIg zvvvM_wg__NJrAz1KcQk<+!}u8S(WyhG}oKwKj@9QK@UoC+fqgHJ+bF|I^?=t0g zyV=6?frJZch5A|d-_1W&t=n6GQ|o0=oI4*gffK!%Uv?`Vtaxw67n1VBZn7X??R!EU z>0g6QW({~K=kvsD()~SGR*e=caBgEU0MnGCD8L#|bpIwsfn#5r_w|h|25@^V;8)p# z5FykOFN~j+6}=7T+;e7s+pC`QylryYoGkp!ECjz|V|*I?WL4kb^K^B0!cR`|=2r`W0Nz1G30i>2 z^CRCH>kRhSYJ02`=vj+J3j( zmzI6h`#3-?vqtYMClTEIlux`hFQ)LA-KSE91(cpt_zz%R`|i`$j%jup{$zmRI^@1O zF@XL+&@p6dWQFOge0#Zt1gKtVS9pqjbyTH#EZSECG3NgTXDh35_QjUeCqQ>pQ{#(# ziX4)CNq1@}9&}Jy0Ax0+cwwy6M9Rt$C7sEP^va5$ejN& z_kK-esp97{L|`94Q7+ghK=`M=4I$*Q@8yK5(cU?R5S1zd!+==x0c-_InoYYiTYg0Z zXk!;vwfvY#E+)1knR>|pUH+w-RaSE6MS|Y6s)VbGUTY3ZG?bDuC zxh5PhYqfu2DPnQY@0Lk#jtS%5vEF_Q^f{I{oU`l=dkfJ}DnN7CMg!NywZHi~QigrDM0G(;z+NPJ(8z~n zwEGn}njA8uyM8t&ZdS#X5FokcvFTQncILPH7D&mJQ7vpi9WIr<(h}K)nDD3-IrKVc zqUjkCcaLlOcBn+5m>^*TGb&k&F)gZCHy2T&)^Bs4~O5_l~t9rQeZ4<0JD%;s3XJR1pG`iH)H{yv&# zf<$*|G`%q_W^7#GW!Vh;DjvX1H0I{7wf=sT;`74ZGOL&uNo@t=z~+ zU=ehOSKr<3oq!7q?+rW3ZiAr|`mRj$D;7<*%exjHKBIW$(oBhC280D%6q~ zr9V90^8&!SD#pQQ-WPP?1zNC>~^`)3&71!?f+Uw+>#ICjGEe zZE`k`TbQVsEfz9M4h-FV_@eTHCutQ8keU|E7#xdhwn|}zKD>}QZ4AN$f`2KS zNMtk6J(8j2`-4ni^MviqxhA8G-;}oSvW2yRaP3UzNgb~X8ai6{kqPiwY3};POh0=6 z(m2qvd<^6~0qm3Yd>F>W#-2Qy>g)Vw`>&@zpzF3R8ukYg}6$VmFvmKjr8n3LZ zunZUmoTye!*7z@+Z%`}fz=TiLZ|G^JV7y$gV! zp#RzaoM-+Qx1!wrR+sfiK2aq1dzr{+_WEP~W$beq z->tY}eZa+-AMypT}5b z)CQsUEYAgZ4z-byqksMny*hAqwa??vUQvvC=yWA3^NoY#ipgMxuWklQ6Q}gmH*-h8 z7L5cVT{JqNrDWBHx9)GD?tylth1CZrO%S>cfPf6VFCfxSTNseB(kJTo!=P7G(cM0A zZ54FGlVwv1`+ue7`4rP^q002UG7g3g3lJYd$kjDu`>6^{I=yQa9ws| z{X!WJ*^+#g@GbuvjUUSZ@?x85N~u+P+1b#2iaSy>3Za>aYZSMn0Z)?@+f4rK{E{3X zk+>!?=7Sfdu*dxdxS4ZsHvI*yp%KvWnUa#V(TdD-}X2^AR zDB4;7T`?A2NQgrhk-sI+xK(+7@7nu{)5O9v*xH#ao?(Ub8D>Gj0olvAnZvXh2`c@hKMGh}z*3R?g;VfInBN|C?z2b1z#XNz1 z)zn~UpW`k;MAmFJNGH!k-Hbl9q^nuS8EA1(A6Fr^_4%z~tMNyAMt`_>0QLO=F};gq zR<6uh)({|M`3Khx2~*PFRikmtDVr!HvESD4QaqwIY3_7RxUB4{f4eK_ogN zvc$j+rYQ#opcS=Gfv2%h-)B)>551TIFu)htq>gM*!gl=c!A8pH&e*Q$OT% zis1(B3n9AXlB5g(SSGmja92JLkIk>PLr>9<*-qi*Nb7$YTobOXlD9{gdEDZM`5gFh z!o1b-!=7b!&>Jh<}vmI$)CpcLu))-=zl2OXC4S^DcKm+e2^?d7=br$8G zXFj^{f++W92yLQOv+BjS6zu1OZghmbQu1#)Xa)O^0oll_=|z88A8;O}M|hY2CQ_5R zNY~>^)bsLon?RLyn__5z zSl@-*MKY88xrA-#Um5etc>cQ*qdcm&>7=YZzXXl&W#2~9B+Sl9e=T#CaX~Zv4}bt{ zJOJC&P?D`go)$o3?2S!b+Uno#peTdeW&-1~{1iti7mf+E)y4Ne6&j}UyJo0URxc+f za4^+P%^6+zhpSu@hD6_vWF)pk9EW#YvY(`XrY! zt=QZV?i=PR(s#k|owLwPwHOu6ScM;8R<7klaqs9LBwp+7gsWs(2C8GlD9+G}&UAaI zDZr1H6-TA}(cIA7$nh%z6fxNLPcWgyMMlQgoN~A!TAhK4w5#y&E<<`*=gmIu@Ufho zeo1*}9NXt2Nt02t38HJB!Ef%B2TMCFD6=Y3v7f~}bE}R>)xkmHyFGCC27^fzh5w}0 zZ4h}cKamU~kyivzmlLDp3FM|ryBhwf2a8&A-0&puD`DRkTWq9w%LuFTwXjT|HoN$szy=<0Qp7+0vCV4F(Wi#eD1Qpt z{@D(gjGgNZGN)E-Bxe}Oi{7I&ob3wFxG8`N?k4Tz$@5IWf3rV8L{`MG#RNBF>{?9B zefXm(seb*`NJ{N_gjQ~DVVpGD%n+;Z1e1j{SWsidz#u9Tk2*HxtflAw0s4L1QamOf zVv2~@t!UW&$8Ml_NVUH8_J0>LpvKiZ9>+4N4P=5LcbKT*Ck z$dYcPH-oI&AS5c~lnwMp^a69iKR8``O1ZIURq*X@=eSH@PJ4qNs#qz7T$3{KlkR=y zRVv`NZ-WC~Wq%C$(i+LiN=m31=ls25qB(mLbJ^^S&(zSOb#1}+qOduU>E04ONc3_L z8vuN$Olsv2so&Vmd9>~P1LlnsT%LfwzV7NIDwezOB9RzkJ3<%97_x)6exn5$a zwEOth;fzb)mK2sFPRxI829Xf{1 zlIZatK=Ut6T$RpL`>2x5mCMOD7V9P;ux7Hl(#@ZcjG;<0a?!#?LL*+Gh5u}-{su#$ zM1Rc5?9-D3yvM8ij^qFmNV>NZd~SpW99l+g2Bx!?HQMI;A6*&OxeoG$onm|t+56=nQ}2{+l*z00r@BoGd_)T z)!vuOizXEco~-`@O!hSYs9%|~FDu0S0N79qb&-2ks{7_C{p|eJkGm|z&E!;GhkH+^ zenxTePyYE(2uovR+M#M8un_(^Bw=`v6M_1?!VKgB{oYKr<@6gMcJg|TEcpg$$^jRQXecw=l$ETxu1-D< ztd%E;O!AvC>Zn&x4v40&dG>gVFUbm!Cw?3C)p;`b%-@w~8?U3{N(w1{#fTeQ-H8YH z)DPgb7)-wXj!Z;ae{wgL7Q(QuljyM`DsznR4_8b=qdL-}wY{-%+WyN!wh){XB#naE z=8rn~>1Ld`tgTb3U++F+VNhWeP%)Noq;6J3V5bYT0CURBb2&--MqNMQ#Qj@i-JutNsu`q&5z zRX!S%1%1(uuW%hzTP7*6?hzVrUKkF7k$D~31u9G{CvUuPDb|Hj$lRF?=4V|EimFYB zm&o{|*^W9O7vASvIE(o@Q8aeugIi<>Bw6t@_do#A#%Z1_{iW46UYhoDXS=ahVB6}& z?eEos7-`uQ9C2Uk0_&KNUAkERE9q*#p5Jm{l;=YlHD<@R6d0xbPpNp zti_6=G_}mY?FK&d_3xMlOYk!j#d`lw|AyWE(}(<~pi1srEq^l=Xe81Ys!W!qUunWT z`d)~ZesO(BBFSEYwMQqgwzexorm3^DMvY}QtIv1zuLn8=8>HRSz2#J`e}fgUIV>;* zn%<~)efQ}yp8hEvalu9WQJXh4075dqJ`*s0*+;bd<><<@f@ zoVKEskwd^P0mK^t_Ic;~=;F09_yPSo5Ywwo|H&dN^dDJ-MRY{2I|ftGimU|*2}?J@ z9^5eobdj&8H{@28Cpmb`iPJ=UX5b;{YR6mdWX_URIb`o0G>7YxViu18J5c`9P*ueQ z8F6hpBUYjN3^EAwe(G zw>_Q_j-qbmtBK^#D_`RZ-)wow_l}=~@j;?sdjW*z7=nKgXRbtqYK*pXg5BKBKOL;@ zMxrmjmGH;63)))Gn0Hclw}h|ay}PR}<3znl#dE?QbgX-WV4Z^5K1aer>oI|<5wHbXy3OJhQO$`^-@SziC%| z;nIZo_L_$Xlp>Bql}|cZek$j>=Q@$Ai>6CfV03v~b)#+|qT}F%>auUhiSfw#-)fr- z_tjF00z5rMy0ojoUe1NXLtSzJ8o(@3MdYaF0y`C_uNpDJ?M1^%$6ueUQrt~W%$xpe%}0_+~i=(IEgaqbH9`(O10nn(F8&hNIFS=xXpNn+CAsf(w=xISa)WZd%X$K?#!-9 z^Y9MEjjQ^5159~yh`77}9i7-*629PlVN0UGoUhb7X}VO5RHV^n50fD=%%ZdlV*N+@rYXF?aMf zmUgwjVM~`yoWTf>>lX*=c3ZCuD^jbp1dSVh{{ec%992Bt-igbwrlN~%S1P{OkV#UX zfk=n3qojUt(TxXeb;=#e`rIE440v9I7xIinYjcfpB%hcGTt@C8U2+E8A;sG5{|AVj zs~b8$-92z*4VC~|4gPW*5Q2?9s5`$AZo4WU?3#cybGx&SdEpGZy0dcxz0W13nLb%9 zqTBz}QvYvlCc&haowPyBV^zNGrH#i)JsH&d>cizg@eThzN^@=-0dWftK}&6s%~7F^ znoQ_R-Hlq6x%LLNJ*RY>Ms(AR(BJ*p#p>a^5L(kf{WE0t==0XL{k6q2$E!bO{nNyPYgMNx|dm`=3^UtTETc_E7=^kyKM=4Uh}I{{RNn&BbOUa(3oazw3xInHYtnXd#MbBo6Ec`cNjF{z(iTLgcaf+S zlu5xoPJ_B3*ah+f<&{xU+1fzPnbf5cQo<|a($9k^q|rf~(>!HxM}bq$fLQWpjnHUw zsEhx?e}FJ~`}gy=p*W*g1`wR{<5ijqnvP)RLQ2k2GsEU+OsE)qsr!zqBp8dbw-wra z2vxnlFt7dKS<}7u_v3LW@v`n`yS=&UCo|;L7>VE?`2hgSN~%1!$mL%Vpl!ej{ar%5o>KJH~nkMq#Umzv-f(jjUX;Kd~jgW(7|!v z=V~#?)FWY{XmF!I{yhoDv)nz6%E2Ln&^2P`dD;wi2w{iSuNYaW%*vI9n5(q(*!^vF z6r}BtK@ymn`oslBpD6AH*4VSguPi2`WHvi*&_;wZT=2YHjcCyXiZtmX%w8wo)-&fdnk~dv^)bEVToxtiPPSvV$IEs!X;p1Bw zu0`SBd2jo%5z$F4p67XP?*2)}NR#6~fOcWacYgrvfgt(26V1i@WT!mlBD=P5T}NUw zj*zDz(Vq~1b|zAP58gSpzM4Vli(lJ=%hbC{1#w2*~GG!FHsYi@Atf6jrONt1b|<6 z_J&Bg)y8RnMgtyYBsdgvji}A>uF^Zx%3%5JWkh?pq z`cazS!EMT#1cOXHLM@I=c_Ft!GX~o1{e??wy;Ch{@9LT(Xl2muNCe2g-K@vn7yH&D zR^AtGJvkuuwsxlFy>EY0h^&e=IJ#6)a()Q8lOMn_(SK0xpoV$)tac#J$FSPd#E$QN z{gODg8}VJp4UC(cBe2xzg^x5)((xQA88a#Rtll6g24S4Cdxc4w8J=>6 zZPs;3(oaLgXLkxE_jaH!bK^) zCStc#-0!VQGkH)0PoXl4z}Ufkwz8gzle?LdNCm{AJ)vCYfzD+sBxzz#BUwkiD);vd zk~wL4VK)@6l*xb-U)vi+MJL36kl}tZR@u?^>rZoK2m``)Jgbno)saDFoIg%X=jZ)Y zeac_eIT;hj&`T8%bTX4rcX5RNJ6BS$U{drvgHdsxkdf$ge-jk$1v&WWmpH;TxbyBa zruIiFqTAMRW7ct=kS&gh|u{*DNWX8YJw=0?Qv>^D!*9( zur9bAhC)Z%`7K-u^J2I#NCp!<6NqDGBKb^rp`Bi_8iy@wK8-QSGrL`vRWT9!1_a1` z6JNj7Onfi>b^5oyw4?&3QkG1XD{@K}xwF~nPMnLaP?mTy2+A%nbf7zC2R3zgFZz|X z*$i#A5cMH^Sq)GZpwJyl&Y2 z6e|qvpm(IkiNO}&I-9{hj%pW!$N6^!dgF7`GDBcOvnwjHNEo?KFw^q%UmTJA3c_-L z1;Ur%ch#K}7gby^ZMbEE%}bKQ>z|5cIgmH>%+6VWE-3ky;CN@Dr00oVR`$gR;=%jd z*7q5nKe9?EuFZq&6HamPT?(s~CE+cn-KL5nb7&uaP9}*M<-$XCEE5f&)Hn!Q%|Aj@br%i$#Wd0g5StP zt~e=*G46DHv6<3ln2+t#*Qi6Z4kVSZ733R5r{5;FmtVzEHa7R&dO%(qPm`fB+ zOhi?c09_A$lQ`-3QCV8YqDcLDipE?8Tz{yDl9^f{q2AHqp8$lBR5Q(8+i?E}K(42d zxWS0jHaK84j~K8pbMErCjcoQ4`4|k4#%I3D)88rLhvrbGNjh5V?;Wh&a^$~>2xV_1z=|?A}4fLEF zm$}T)gj+@~0WPwTni)K<5Hg)JSe^B(SN^xsD@w84%{m`(#AwQK5a}vg*U!E z$#vfZTV+!xz3y0|7Nb^KN-;mN8>@I>lPP9gGt ziV)aBq^x568RnEz*Oa(-(wdU*gkE+qU;`bX*18-)HpEXcWEI~c-V*4)C>*#_ zxIpWprqors*)!4U66%+50SR`6CxcPfXU318-g2jiK~byCvG-oCUuLWGz}`v7@Zmqo zHy|sD*&l<{RoG0?CO8v;7w9asI(lwGXyU)dmnVCW(tk6cYehW7f~OO`K1%2{(BBF@ z*^Fmx(F4DX7L6bFrN5U;kh$hR76%2mE9y7Rkj`CcPFH@1PzWQp*aX+akmwRUbRgox zoN;WER5RwTOr{-~SwK(&gS6a?l|oK}6%wuQuxga|zgQfVgp_Aj;fE5XCMz9@12Lg; zzgZ30?%EI+@D*+Yf)7n?1pnSE57AA3Sks38i`*NjP;C-YBYRO@RzxPx-W>3ld8Ezq zV%tn_D6iB}Z5fO~75YS`OF{v=V4Vzu1*#&u2v$esO&7+v>Bu{Md=nvoBzu}Kul@qL z+8@smb~`lW>^cy?)Yrs%hOTu_c;Yii#;)_SF9$1bQHTkacWjGzS{ikQH3U@{EO*4g z8@<0vxH2bk6=y@to*gwn6ES&@ zgi%G|ZiP+dl4bQ4pVTD%-GGS=Zpdu-@w;xf3E=F2*M9)%hK{;egB$N1EKDN25oTkT zl!VypBw{!pMNb3(*sb<{wW7f9b$@bja0{~_SmbEAond1|R`Fc(pRvem5_-7`bI9Fy zJw5{RJ?v&J*v!RhyURc?ntPC$yR(*JT3^b#0!b^T3n$lVhw@p!U~E2>%{*T{G}~6V zA@ZMNd~AipIGMn$ad5KsZxuzRe8I+-nXI-HW~J^KtehDK!oy=zwr#YJbC)=+tBzCP zZY1)jZ$G~Hu!TQMX574%R;&!(YDm8gdF$rk%AuuNDR6KfE;wjmFRHJDot}a8xwvE; zd{aR?cXqO^t9_~yPD?|TFhYetAPHe2bvJ6!JGN{wq^6%On7S0fBio&BAi(lV<7Z0+uqQf?V~6#6<@Z|+z!cvCKO;6;m(E)Hb*um55C)geQFqxh?fY9&9KK8|L< zlKNg57kjIknrEUo{6;9t=-Rh=qp9uhnO#z&*+OBg++LG@#6JZce`SlbCqe9_waT$< zgnL!5zdEk2xAhiw#ECLZ0-m7fGPHG1P{zKWRNnq85vML(#UsrW1ogyDbl57T4^Wq= zYTH~& z(}W^Ja&$8I%%t!ug_L+bUxh$lA-_)Xj9Zwm;^0v%h^K>E{ZmiCloVQ&$n;<=0JAs; z9pmPeO5`YHzMW|k>pe$BrDwxgVVGs?RSZ`rX0MY0sw}Z1@tr{?suE*fR2>) z_3Bee!ZmL~NsZPXhyqB`pY5vUEnIE)N63WXndlyg9Kq{b$SvC+vXzS(pB3$}<9sd* zBW=gDiJMFRPu(5K9;sxM9ka{z8>FBKgtB z{#5`2k ziL>|S5ve5e9iqt)ieX40yT{%@`k8tIxO)WJxoFmPT7tdFhLzE|FmdcjduLA8Yu9db zx0_a@v(wEVKMZnD?|RhGnLf629Fn@)wc5*k#6t+Q^|I6RZF(vyJ!t)1J94YV)L4Y` z$?`D22xrH@hhjO;q^ZKhRy~}lnG9$KdoDn{DmfG8uyPXii3!1o5e)bgfBDJ&Wq@)- zOu+%RVP;p7XlOX(oB$t;myD)Jeh<`n(?+ZK%+@5S1slmcP8rQZ=lJkRsKjWXgK6Ot z7ZeM7b9Khutoc~co*x2U<^&cEDMI7lZ;Hhq7zA*f|BPU198p2FaoXOWUSgj21X{

      |b+0lRIT>{XRc?eyy%e!JpS4V+$Me(ejmz-sXaBw3 zq+rrt%lc;`fdWjA{|_Kx(1~{M@RC$9CK6pSSGO>RS+oy0?c3#57Bvo`7T8)ty}~5^(UXY69TxccTtL4fVRgrHZY5OVd|^ZzN~V88r{`(H(9P2as8hM*&#Xq0G5)L z$@~&D^NHD}^CjV^Ux1L?jU{?GGgnnKcC83`%nwlJ&MV6Rd}KQR9Q6=|Awm*QO> z#>(aHqgWBxI|dQRHlrW|?%+f?IUwe{ZvjR2`;BW(mee#%T2VPgK0}zosRaGfL2P{u zbtkQgM~-+C!de!ks_L45iKe}d`UuL~Sz7=aXB}|oBe$jwbDRqG*={s1vcYd-VRK?( zj3IV?#p5I7Z*zhV(AO9L00@tW{3u}7G#eXsykWjanT%G;y)D zxLMeadJdTN&sy(Ql{d<|Zf9$qiM`e|4+`nlz8!<@7Z!H{;^q{QV>7}&QVA+RP{bA| z91P@hRqnh;f8vWbxw5nxZh?Ja=E9R8jpcN5vMJg=Wg&-Cjy>x98hzyRHHuEYUE2Mc za7X&c+aRZ~!6ze{;JhtkspxtZxoP4ts0)Zw?3!9m&*g2%ck;pPLN7l--n7Hj=b?Ad zrmT7;?wSv%8g7d=ssgft1GZOtvo9mnHLg5Cdd8khBXlF?tIEe)b+D|7W5uA(;Ij$bNzlnNQp(lxTt$yI3 zhD}mSLXR?;L#PMtgPoYh2+lej8sRITXRiDapBkL6D=MT{cEff6z}Y$H^RIA@@58v1~>*Y82R0G61REGla z1OC!5{*~o$_}@<;hPITj>-V_)mZXoyEq1On-6rzom#)mG%&3pXV5l0OcW<1uU6^4>-E?HI#s&JdQAZp&~# z4A-*wJ9qpdI(T7*2*7}I$YWhNd`xRf%kb3ZtA})!ry23WE6MyFvrmsyHw&D-tc4*F zpS~sJ1{+l1VB_00^FN6!taSZ$Yi%~_8=GZF$dVV_n~EuA2e=GK&$WGF@mE;W^p6Ej zbt_wm;hmN=`#h1OtK@CLZ^xiKX1-1F1%%peu`RXCu}N?MX-qt(SZ9OZf;sigbr_j+ zQAGe0QAGeMoG>^C2chp>eyK9e9fg|1_InkJ?Mnneg;^%~jxtF&0aOxtD6T%ci&(Ao zp9@-;sRCfO!?Rxwe<0$-5c<0CoBwqkeT2)|EY+UST3jX5-BZfIS0$ck9Uas*>tf#xjW% zaDsAHCodWQ0D!k6@HIAx}XEFy@_%9N9?3(H3M<@Q?M1e~0V- zJt|eVQ4mv>w~=xizTf^SPw87zX-jw(_d=8lg&f+Rr`1ZIRW} zFLPuDUNSn#5I=h##GP@U!C0G#Wa81`xtr#i%!ua4B3pC!SbMMXsr7qhj#wme3~Z*> z;EsiQ#{U5K$y4}K#hHdwL$Q>m=-xAxk~5#X>N=1*@WPcymecHWaugUz^-+?C@Ee!# z6q#@-#Kg2;X#2`c6Mb>zx9PP06;1NCQbi};x49Yi+=Wl-qNkCG68WH#>GS)te6D{L zAk#HNzjWFE0AC0aWBclHpT~pv(nU#VWW~qYS3Pi|y89WR(R?c;jF%?wSD$Pq+F=}v z1Wuu`+?Hd&9n-i3S0I6!cMHori;r_%uZ%7&^vzglHx>~u_EwZ_t>#;T8e;08HyHu&cmvY5JV&nG_@-HPtxhOK?4Dd+WKIw;MB0CM$t3)woPq7> z&s2a@ks3!-Kv|gJ0o>DT)I24nLH_^c-~cXlIfmu_BeDBxhk9`}RMLT0R}p?$`$ZP8Ih@?yo$DeKksECV zG0)x4BONP`me}b2BD%Ml(%KshQX^w_mT2e{J`VL(ko*bUzOoC;yo?~wp zNG>Jbx$DMxUj6Ho@jk2lv2&}e@I++O?=6*X6rIkpjlo=W41i;fwbM@$s>7Z;qlUE? zPF6UN80goQelD`HTZk^TIU0M36J@UIf<*FGfI zuJt>Il=^fwhv!yYD8?AL$NOHwv&A_oZ;{!X zQMW#*)Sp9_U5@WaxtxP5iT9Y$g(^WSjAINr!Q(2XsOXvNv5&0*O z&NkpS^}r#4IT;4FEj5+9@dT5>=ErOcD@Mz;i6a>!wkVEREPOs<5-YUQvC16fL-qWC z738dCSkmOazlrF|gdF*r>{!$MHK%IYW#*%Kdo7IH8q#Z&kRX*fAjzH>f_NvM0L^fh zo(|MJHFtQo*Qs}BaS&+CWchakJZ>JNgH}9EtxZ0XnsJy~MufESO2cG?lG!-rPb02+ z4wc9qV^O(CbV~`1$R8!KB;qaIM?Qy|^=V7@Nj}CCsOe4L;e8E&nr^!{+V3X&4U|v_ zu0%<>rgSH2Cv5a2o}5=_;Qs&x_aDP_9$+!665lHfC}X*h4xf7EjfSLkoeth>v`abc+Dp|`^OAW{ z)PU}zN3(fpYf%gX}L93yT zuLtG##W_9|#~!KupLuzy+siES$861|vWHb%s~yZZC6Id)iue6TUV~J#zR@n>c<#0+ zD2_tS89(0Y2Vy$)!K`THODmPMk_e@O=Mb`Ql=_?}>aDf1<+oQR(sv18)t&%_{*SBQZg}Ll7C5XKy59w>8Mu+Pc+^rH+F%Xk&u- zLp8(?$wZXnCy+>8?7U+gJuBs(h;}y?dc~igZF3WSiWPU2epwt0Gb3jVr>;gb$;Yoz zfyhxs6aZ006an|`eD(W6-%F=>vqHFpA#r0eVa7%qDt|^b^eueN`$pW!Cyg}gb^~Nq zK(8Y|GaT{Pw|W5ay7oVWcCQ|mm+KYR?r+4bRlp318#`?|Bc_$vZ^)vzBwwI@Cdi2*<5gAb;i6f3iBr22*j!#dU zq3K->wWYnPY`20aly;3milgFNGo$NcQjK=nT?I!VU`F6zegpyeRFG;`>l55uTq;Jt z#K!=CiLZ~xDvJ{+&#Tb(p{*FoJ6NAo)NS-_E^S8SpDrQ7j#@@MDuLXSz^+SAwLTNm zZgo4T*!YuFxMyHVA3t9&k<3ZB79jFQITR1=4;B1K(_&Xx^y@n&)NN7Ia+Wz*q;Z~k z=N*6}tzPj>z1#TS-b=<)y3q`3q?Js4{Ab_#SF1{s!QrJ>?K7U5RqH4>q2_)x@X>=$ z(vsc`Nb(kvK%*z7N&HP%v(jy>J}6nEM6V6WNiauze~7O`)?$utF4=(j;&uZaagP50 zjZ?eu^6E21bjQoPj@$^OUa`122i#Yi41APSC)xfdp(=2G@vEl(w12#0 zETHWhm<*h4B!i3}p~hr*Is zK*mbCo}IJnOtsTAjVIx@f#O-LlIrR>t^_XcfU`@SGC7z$C__AwVCrcJnYIjBnft8d^1TB*8tUq>3CNtHj6)%FvIpS;kpArin4e9N39irOX z7P1NyPSP^F?dzTt$QuNVw-tfm{{V*8_SZUu{wTS)vNkiSLv04#^ELwvGY`5!9DsZ0 z71?OItX4W*wcWHft39OB8<`3xog^Viw<^REFzgh8{2^4to$nW7fT+Y zqDuR%FCv*F@+4E!Do@MQ5!$x2UlFuE2E29h8htqoX&bIfM<&L8p0&;RD%LjC zZ2XH`Q3cDaZEJSN%3y%)2*)gqlh0kl^xD)sG&H?-`$}hF4Dl6OyQ(-V`*BTZ4Z!@E5WbKkd+hhzChdn-(jjTC3ZJnZmvM^LeEs(6| zmimAVO-WspboSF-wWy9Fvb3WP*c(XxfLA->9}iEdt6RaZy|uiEP$V!6hJ2}K&m~B1 zagLl0E1`E?Gf%bC;8N~DTrULueZ6bUd}re$qCDDk6D`Hm(Uy0NgBab=f)6=TdB`J- zdeepPpevkjgLGSKje64IuB~oOrS9jlIR@b)R+Ho>sBMLPvOQ~J;_lw(Ql8>9WRBuy zk~MbAF7i$ZA6n+TA8n~$_?J$$(BW~YnJ}}aNspZG9+(;R`d59ccso)lCbg$SXtuCO ze%AwBs{NW}`|Fm#EBr$qxb04~T$YEolj7;&>PgQ_oTdEoLLEPejsf(kGz|hz5Nc3c zi4qlZJjvu!wlyRSZGG9^6h1FU*ZRcd^zFw{{Vz* zN)tzN)@k;OmTlpi%nqfO*X8Zd5y7tGLAM&G#7!4hxSHDLchUsYNp5o)m}LnW1Gi!Z zE6#jVaiPcJjZ!@_NN#OkX@R4C!aNRFKAmcBg}y0{$Hns*QH8o&O3I3ISb>~=IIHJ( zw?oITgldAU<*Vp-o+-7q*Su|aX?tq|#|X)}0}@9PAZKj%Jm6>6yk}awTf3R2wS&lr zx62w15jqZkFUGsQPsM-QTE?ZhlwRruZBiuu5O7G(rwR%B)}&q^@b`r*r%!a7%kFLd7``Q^8~gU{T{xFFA{9FBN6rdZtgD#T5DF}%8l-XP`M-XiJ zyz{pUoLnXq<%PaxPf<||Y@%<{RJ0yJ5vu7);d_20lhDqYT(x#4hL3oYE z-RtTJ7~u3Z<$_E901e$6Y0$JHPu;oYSbGu1YudF%S(Sj=gV&GcT#lq6 z)K+*eVTxZh3kZh*W1t>~-l8*0OBu?=2(?>1XF*#HL(ZE`icQhNvTS&pc1cs%{Xrhp zqvEd&$#c3fpt@e z)5vE>Cy4(5yn18aw%rojYQ?=u`C9TtiXGA@JG00*sC4TKzYtt5n`E)eaq~L|aG(!k z?d@7nXu3>f%dcxuT2CO{ZKFRh9*jpr>?@&@N3^hl8FZ~TWK6q-!rQ!$&rEmc*0Pmo zrDP~)sP$>1!55d&I8GmIE;2ieS0tw?zj)DUv4b_F9uV;wrQ}BI zM!PwN=o985p84)qxIJssCD(?h8{FH;71D5?eY*yDitqu?ZvOy{aF$ngI_->_9-?<{ z1>kSu$7Ubx4&%74e@%-20K&c`^8CbzsN~?3x`_4q{{TZ<#$3s#qhE*~r=$3uV}Cup z;c+4`0m=Oc9V;)!79L)=WvJVSSndfAfxuuvApRg9&Y`%~^yG#~ZPN;%65)PqXCNP1 zvwyAIYE}>=5~D8g42G7h-SFV+T7)=q<}jU!&V@k?2o z#L@!!F_LzfSnW;3bOYvZzz+3uU6jLb8w1amAs)oBuA{(LG5B*y(qKA8o$cPJCBBf} zGALVNm3^e-?%Jf_j1gPXUiHTv&UNiPpBh4+ZA;b>wZykEj3kdJG8R#RfOqumU4Ml2 zHnck2USSJ7@GBhiwN;59j|1_pZYwby>8OM;CCg$oIm*Y$1D?S`kH)3Z{J?cfft`%t zZap~0e;RXkO^ok@UHF4gh{vo;XBM3C-mS)XQJge*JYknVLIq}O@j|{Gw7=7q`h7cR z*(I9cF)B$D5LvOu&5omrloy4*PF@uo9u|GghUMshU#9Ds69<2_&sS5~T z*$tG9c47ietTE3VgwG)NteWbFh<+-S9tJ)YfmmwmdiXDI;6`LT7nmRUj0MHVXmQj+}am^671EL)|

      h(0+I5iu9vKV(IoGs6rHgZ^x?kDQpR?m&^EhNNc8`QL*xxD^DWmAIYh@r|WNTacI-&_VQWBpE4tIKyOU02lcC;5Dc20kv^+?b^V#7i!4E=M4(4I2V53l z%edzxE;sn4V9hwMX&9bV5InWu9iS1<)Yp`2n)UX#EGct&HN~}}2yGTs zRVfewR1mypYOYVUYiZ8zlq03+DIE5&;M0FlQ>ZxnC7G}_EEed}Mr$`fAJ7pCZ8BmV#% ztm}5)5G*iIls|=E@Z))2D4Y(G*@O8%{{UXNYc}akd48z+3h-QsuI8q-m$SNYozbv$ z`l%n`UWMQ*(LRut`y>W9Bapdlsov6b9f-$1yjPy;N6XT$nD&X!>TA0AaQ7{vL?m`L z{{UjQF)3g`Vr1Qc+dNmJkZmvPvGdug)f}J4{UX!;5hd1zn$3M2$q)|<;C>NHOz)d1Zf`PIohfeet=i5e0{XkZ#BzZc^k~ocixEqB+4dO#l1-x|B7NpO_7nk+MRgH)174A? zH(HjC1TJ3Oi;VIB07sL_K9!4cqUyGi2<~*-$Xt!VWPz09*OBc&+G}!+Nfd<%QqSeK z1d6SV!#T(4QvU#F-v0p4oyYz9Z}6(@tfvg5eMJI0RPp7Tz-@I84_fLru)ra+S=c0y z;P8CJ3dC*WY2$%ZBJm!NYW9*x;k#RgRn5ZPOCuw{`yepD9{H|rAsLVfS(Q1-Ros6p zinV`jVFldjW2hUebP8gT;4!qB10!xuFi9PG#RI!HZ@hJLdFCuyPM2toepI)K)FAW& zc0WqHZLaulUDPaXbzL6IONq`d@8Avy`El~1am!%x4_`{+D4<7sK7#hLO?RN(Nq?ut z3xL~v-zXdw!jc#R)DM_s5}*)j(0DaC;=FfsyMqrNp%41h^evCR2d`23R}rUc7n*oj zqqv!E#LF>6kggnX9dXfyct4(Nri$v~`qXOnF!?timYxJrwnNV6Ksd<*Eg$>{40LIM zxY4xa$2m)R_X(CrhwhP>@j8Fg7dQ+D-EMjs%+z6ZkXN z8cTgvH?@x88y3jKumf?lcIv=?6m8L$zt*(wo;HX{GXDUh%D-p22-~&{Wf&jg+ruk& zUOO60+6ctEg$xNW`>feM++hA{LHenzsh>7yJhHYA6`Qm0?gp z0x=_C0y_2Td8*a~$EZUnIP&gMzakIxt&bD;nH?~Jf;M$k@5 zzJK5?oMNq)|)JgBf$H2uSOWi zBk(oonh%Gb%Sv516=^PF`&HbLoPwlgCC^QuVZN>GD@x+V$Hv|#)2x$0hC7Xs#eaP} zxLz?6i&*1i^8*y>s}#)$L94csyth>}+dW-Wk19+?0R4}5jc z9MSMk_J@jfq_dJ6eHTx=Xxeh`w`hE9Mk-4-IqBQ;=k?7wv|VE2+iSxt6JY>5mu>-8 z55{r`JqH9DRUsOYaFJK(>K3GVbpNgaJg3Ff?7m`+E_FTC`YGn-U*`ev`ETj=*!w^uR!n$=q3 z;n?h1allnR=j9dWeihVid|jn@w)$x^cX53Uz=*!)Q~~y=@3e5E@T1~A#CF~VSX;}C z-d`fxL&o863b5agMs{x9g;V%9b$@4nb7v)}j>7sAaI?Hb84OGT3f%}Bjz_L5x|JVi zhkf3s9crBQ4!c^7JVSlsJGf=k{{RGdVBKp!Yt(Fv_7=z_ zD%lAngk>W=GwMcq175@7`Qg*N4dN|O-9=}0sVmt5nh04N0DXVRPD9WHH33o9a_ ztnJZ`b_k8bG5zC(;BGkQ9RNI%YpF|3H)kq2-Ah}YCAUpNP|rIkg3vjN-ZdpgWPaZ+ z4molFJaM01SgrJ1FSA%_;?gvS%xM<{O51X9*(Big&3HG&ePqMqD@D~b>DNw0V)kbN zT0toe>Y2b++72^}=dW7rz8^LIvEXf2QhT}EO^)I(vk4{3szw6I9zTUh!2ld{QC^kl zG`BUR(vrESspCbxmhrZTQq82~^3r|KKBbT8M})MPuNh*tlg$8m^RR8$9dJDhH|d)5 zZy5N7ZBtT?DI{Q#W=R)02Q0)7z#8-&4^_1IZ{giO3&@LIYN~FpK60`}85l)CI-W;y zj(g&{Xkk;cX0oq2%R`UXJT>9~Usu1hTYGsXk;HP`BFK5*?I-lAR@Rz@{+ssuZ6#y3 zf^RSFamI+s`00_!_o%h6I`dw-zJ~dvx5<(@q;vAA=NR=F=ia+m{8wYCcpg12-Y158 zCqQ@2W?>mpq}O{U$)w6QCjVJkD0tiS_AO(}Z5k+EZP!sE z?hqH9Bq`%7nROqGz~^tL;a%Q^;VawLS@mTwLD$L8&i>xR z^{JtUsW~MSYdWx|uO?FP`rnvjXSbJ9w}=sE9FBK+hmE1X=bssD@xaDN#d*iY?*!c0 z+1p)OTiQhhykXwnH)obMV7WopweuJ47Ye72tY#Z`Nn)VmIpLeHZvCt2+WBkthW`MPlNbGi z;{O29o`5`_x-ScOs_Vm7hT-{gsT5i4Jrn`

      7`e4r8Bs>` z+}U|ZB}U)7x2FKqxW&7)Qk0UiX0L#8H;8W~b;$`0jBgQOpg|aC&m;JsH`)vmQ&L(kH|g;EppmU0hPUqCqO z4Rv9#)o~GUiqV-VLWSi~{{WeuH8s-jWmh~CoEmADQP*!49TwVGEP0Tr2)^aI3e*~3 zg|v&)bF6reO1!&6`?x2aV~u^t1d@KWYHe0O?KHUX_liy2QY#s467Cm{Hzh)qR>4(K zlYn{KgV#0b;j&GoS^SJ^W^jxB)NcE;GS9=lB)gnh>Tnn>5ra*0D=yHWzINe!o(<R4J*w zS=Q>_BGN83JB0Ak-Wyx+QLP>=tc0BH9g61!bC7GN@dmN1Mc|DyN*XlQP}%|J&esXO zml*j_9;B1cVbiIuIBM1&XjZa}FzD%lkELqfc#g|ddq{ODq>17MS=R(ey@B*O?@-f@ z$X><@c5gzBhRHAB5VEznMspw^d#4}$YUv_K;IeDtt`6r?O*6#} z4w%AAcPd>KxDVfH^{%EX;dYH9P3A`b05UcJ+TB3MZkVB`W0s_OC1t76X{`>Wq|X|v zqr)=+_#BU=Tffy)QMHaai5jh|jh7hz09_wUG5+x5>s-B^(pqcxVNdR5iDY6A0G?{s z_NBYuJaQv^x%v0zvcD-8A@Q}@y^awYk2>PjV)=Tr85CpmtZjG0I^%pm{>iwqn(^#n ziEPcPnHCsBp;7_C!1?zdm<{KOwXMn_ywmjsT*Ga38^}EXVBgZa9W%t&J{|F$+>%Ws z))zBL<{@ps0(UE}dT_(11Pa!hMMajhsKt%ESE-R2smL8UY%%;!4RYQjn8yZ~Lu9O< zGWy}N2lK9`D9dOPge(gztF-Zfl5t#Dj0uPAEL-OY4m;$3`s*H}=ylg}+G`qqva38| zXSDk)4AJjYW(O_Xr%z&Y+PvpW_;mVKsXTrqvuUOd1aOwzC&t{RW=;=8&C7jYq#+ntE?@hlylqaGu-MiG_qQ`X&LsC@iFO;Hh=)& zp1z#-jyxByYo0E+xHk6sbY|WelG^4#o>DmFMlu^~Wl0@RIO=Ofeb~-V!X7ZX&||pL z9#vf*Q*}%ADY)#xQ;$v?JafRSceXOv6KyJjLXEDxtf+qLss1HCwROH1NNg?cAk{^~ zNpvk8BDZ6;+#e{8er0AGN#k!^8t?3M2qo~-=+f!XtTxIw{GYyxd~&GS`{dxZc*({v zD>|t)bH4?R`m=gnGs)wO+eGt9Lg8?$>stN~v%Xu!zPGZvnMUEdC|QBZk?CHWqx?3| z?S;9!hD+Ik`O+C!?LXaIeR}%hx+|Sh8z0?Uz@^Y&5V%CgU+~YI--reQQkd zAKA3MR@o-iZPDU|=5O4zA9!wDfY@%{`K=v)!a8@vPZ(ROY4Y3YHnC3~#Mb1dT>|-h zeb7$sIL;L3sK=FfPTaqW>=9h17`&Knc7e#RQNP!2^tf&zw`mMl1UW^0gP|OrxZqat ztIK40xrHT8wUZLU^H0;QBe90TEMC$dC7wU|Xxwf%Jb*~f+~8I<_O^>FLk-G1FYt_D zob~#O=5-tUo1O1+2_WQ07{aAt&vaxwVmQNaLg1R7S0{FPu18FofmV3!9rsMZ06A>2 z@00nO%Dggts#6`-V@AMp!8qWbrDfUcvRU6NLm!@b+Zz%GOn#NKW2Qwmf^~gbLbmNT z*yB@-pyikk;$zWs$9k??6&f?1#Rs~cH+#s-yQ*`wPBH$_9lo^7>8&&3JoYy>G z;1#I4Qsr*`hkL4Pml9e?&o7m+f;rvD{_*3Fz*jSOJPx<_Z5NqsZpaFejq)}!K7)^~ zTCth+O+FjRb{{#*M;xpWZC|^espQnknnt6iU+A`19)0|9HNm(8<(gdOfc3{8g=Gj? z+QtVZrta5gxRM5uZcs6{^7z{#{LA_CTh>>0-ZIh}*5mgYm99w`VyooCBf$ z1L^M>{VSAVb)?-*r{2WT%%|s#zl+nJ;Py2UyL#?Sm5Y8X`H}@4Ohn^7a!q>vwQr`+ z;C~Hh5Js|1BvGo|AmSudB5#;?BYNZO>0U{$r<&SX>AWms@gw|ev+>To9k#KqTj_;T zD+nU942Yv-l4QsffzS=dobt`fEA|q0&Q~G05TUP$<9X3l@${vPf^xz z$)?F2<wMVQ6 zYna#(wn&75PX$*zAECx;)czjW#o+G+-s_jYE~$NJ_Yg$Nav@9wAB#Gl#8p9A^A08t^UiS$*f;5 zny|^_+eCUxGZJ0Ts0TllN8$ef6xrO~LYI4V`{DAf+++7rdI=Y|)K)4j#kiU?(%|r( zo1G)Nz5y0`RT8ypo?MTdJ%P2YO zjocqY&2xSv)u6Go7XJV-X)w|%92Vn+2e-NOt~E|gr1fkri_3m*F5N9m_g77~7WUEZ z+kigv9ssS)N5ql%FHMqJrAhTmqzes#K2j_WS-(H&US|c?qj?U-yf!wVZdfh9cDr-e zj!)ywU$fCJuH+42rrlgIRx!$Bz-$b$+#{TySvN%k1@60XE&i=?;!fN63Oy8h zdkX68?6k`bEhf_JlT_5z437oz&zKbCsw$8N${6Gl*&GVHAHzL(Sxc*GOtF2H{JAaC zMKXhs58fd_!Ov5k+0AzE;J*v_RmJ4m&BXUs>aQ4xk2z$>AgJX)E0M@J&U0I8o!-Hz z=Qh4M@cp2LZ)3Sjg55D>#ToS&z&>%Wrn)9AE*{C#g3!lh|uI zd@_0VGwzlaampStMtyOb=W^D%bjkLYWilTmHyc0$c0IG2^Q+^NPB7f168w6NxYVz; zoAyVNHS(>YF%}N{cKy&t01{6lmai@N#eWs|ibD$@G6o9u@0#=<7Q)Y_THtXL#_WAK zBE0kA&Y2ayh$Rw5A-a9$MM4-4lx-xAaCeS4$TjFbCY9DpxQmjDZEnFkDLbpe&0n;| zt9_H)%VY2^?BKxi{?s>oyVb|HO4HGDJXZniZKWTR3eJ^t4bqOK2lA`hLx05o08W0J z@;&P6(f+%eTJIVi>Bch)it4m45vGUm>%%iUswBilK&m1MU+bpZbWYwsUz zy@{`)oYW(BdDvVuu{BjF^&My7-48`|lJ;lSFGHu76hTG0xckAF=geN1zyOZ5t#PQ{ z-@uR`E<04nhS~%XK^9I<5qk5@Vq9vrw$J6r1IZX56dBu}>seQRA-j1>+J5F7;ddy{ z<6Mv0)$%@$F~DFicg-)o{{WIYV->7OV~%Ds9X=gqz!OeDjXtpRuVOR-}JvVQShlPCu9G zdJWgaPZ~RU3#?BopT2EXKu>Mhu4eaLp5@5Dh+VlyiA~%J?4hzrR>oB1k_hk3LcSr> zU}SYKBQU|hI6?IFq`%cPvue`CD4Iersgs=g;*xW^x@ArnX9;r3ABXjGqSicfF0*fK z2A|>WKGNsN@+Fnvj#rRl2bNwkI-Y+D!mtKiDrj!>{XT1196KO|Vv{O(Dbo?nd9Q6JgM1?@ zB?;IOo?TDMK=k*a>|H4?q#BG;ua_!}T-xD5{_^%8fyn%;B61~`>O}jp#pVEi&%J9b zl8nP}uN}l=WRb|FSR7#F9(sXPVbiZQEoMDCPl=?uZRin4V}q0E22V61>vu&-|>igoHx}3I?->3F0Qi#-up*HZYtJr-pt zI?u9TI|RvZ!vekb%U!jDM!nK)t<^5>F%7JUpLqzu40~J6t`w7zY>kfbNe=426{L5z>Wx@$cKO)Eh&T}vD)_CK*&OGv=CZHS3lkhr zpOvpr1P7@EsVCH&)L#&_7tvY^i7o?+h=Qf4ZKc?B-Rh$x{*~v&^NpF_De)b=YL?cK z{Hh6!N`SzJH(Yf)t-K7&+U)0|zGpy(3e$&^!yEL8@Pqf3Ipc33`^-5rdgXZ0(FO z3b>JnJF%WJagNwWOSVEP=sINH3197fH^Vk4T@GiJWD+V2b==<|ZNmWIpH3^4@dT3E zYO~x=q)lNJ*UlkeRaK8UMn3$3QEK|d`dK z?rbD`Iib#5Yi3kngXtzn{^<0spTTBLD^InuzIdeaw6=SFm~EbI%%Sjl@*`Z2VO8xd zpjoB3)6(MaNS`3YP{kzhtDoM&r!9b2A;;Z3U~^VAtr>hP;Y&MMZ>7D8=4YDL<%bJw z%aDPvInGNc;1WG)JNqXV7wS^G)!RzZ7gwItTw1{^T3cJQV0AmBJpTZAfCqDv$Wkhm zhsIq)M6!-O9cG&9X-u~U^;LmvZBztuR01*gakO#QI3Eyo3wN7J&~0r@Z>3tSGfYo2 z$iO>fdowT}THernA0L6QV%7Xo(F@pj1k(x03_;q=>PYSg10?gD4r@rL!Xh?Wd+#6L zSn4|djx>eSCkk3H>-&%!%uucf4ZCI!T%VMm0VKZUR}*Vm}6qhzdt zIy2|(I(;Ml5~%Kx88mqA9$4d*3;duRfro#a98_xeR+_wzthbYIe85j}9C*T$o!f9Q zM;v0eyoLC0r%p97}0+apv44-#Tr< z#y<*9IvZ2GqbGm(CN;f=x2Qyyb{ZVot+WRU6mLgiz%HQYrViTebi0opXkH(eSJr;g zZA_p^WE?E9#&L#>4itlrm!TXHN#GBOdJdAS;rF+i2ww7UF6)miLpj^KxZr`B%-1|= ztLpwPyR!40H1K7J!lW45H3uwx@-v!t<%q2-TcL^Z8$#2yy(Ztp&}y^YTwIqPY?2== zxEw}9f2)6#{DT801GRZZl{A`uxoJKKlHPS~xnOdqr_0Z7+}Elms+xC~adB+7dM>qY zt9xwUbjgfv_B>}Jka?;aj*($);*B^!Cl)0eP>M@9SX{ln&zTxdm`^OH$~ffXlSF0A zj8nPj@@qPJ+UPpot7foS-06|3PJpy&E}EZt{6g96nb4%t<6}IVY}8 z3G@}x{BH3Mq5l90Pxc(w26(K{x0rrV?Bh8A9ya~oz}J%12q>b804So00Q>g7Wc{No zS|1zOUKdig79m1`$k@&Q0L53+b@RXNBW){dngqpm!tgv|R{OiR0!QEoGy&mMQ|6D! zo=Aj=CdMnh4pp#vk7{KA73*IDt~F`AS2R}l(513R7o8l(EXXBal{pyq{zkl(y-VQk zo~hzUuf^0b`ADqI_M9<3Vx6puld~O37zA=apbvHM{;8(vcG`n%@@7kn+{oe1^=af8 z01j|Tscj0rQ>G6-TynF5? zhF}^zAHG3$GAI9GZ2KCzy>C)~&g=2Eu}5!1;X?5HiO(&MT#~ z*B~jT#w-gV40>aOT@B+wENncmryOxyy~=Dn4xQ*5ihvSAl{{XyMF~`lE(y2S>jW8KZB^6S?U6JR9!m%&SE~T{R zoJYs=rGE(Bh>X^EG0r-H_f22d(ra}{VmqARvG0n_)Afs+OM@AZ0!B_wL8P4RbE>r* z94dP*TR)jY&AGC=5nm&rJqr)>kyy&vA^*PeXe4XNAtrF97ucQ`+8St9)b22Sqy5a z5y@cr1ZVv9>0VO=^IOQbkVs>iH{66CRF3uQnn#Fj^^G1orygGB`#kH86p@4YbTu_o zTAoDKqkJ(Cx@|&I1DUUuBn3gpUNQ9KSG3yrD@3%k5W{C0%Y(Xoft`s2a!5RL)7V#t zXhAgDQ)G_%klvC6bN1to9 zqD>v;Sl%fQ62jviT!_V3W4Fw$`c^a-Zs`bjV*ox>PUnRMcprvq)%GHb$cm}wS8$`>h#Ih5U9^89^NA(ra_(pWqJOh2CzD}j4$}a5~510aasWp* zoN6{UI;22tWdcm~R_H!XWj2x98 zLe+_M_nsl~1e#8Zv8bP^&MzRIOXa+hd!N469)ak4kbc@-eak_c@^OM}f0Q|Y6 z@D21n9ME+=X6{(o?&NPIIvwm&BO$sK>%i~zt4&Fv93O@)SHiw4(jnC)R+h=;zrT_; z-N;hMlh+CdKVM4hwXYQE9w&W6Qqyl%?kJ}b$bk;zjaLI1A9cQFAMh&UmJLr=O@G9Y ziO-Q1#&nN+NYhBD$OrKfjNE(Hr-1Ye8!rl8UBw=u4aLJt9n5ziMygSU&8SH{F7KH4 zEGtQC5ZxUYhV}bhDl3JzSsLPWD{Z$sRq{IejzJ!nts6*w&g)?b4J!2{`{msGl1*~{ z8MAn=qn01u%ISz>Cxv6z@Zz?0EpJQk&66X~=Uhy4EQ)Z`x1yfN4;kuvRxa&WOJk(G zz4B5;wpH^0%QFzE5dQ#ax(}yX$+gvVT{!)w^US@Keq}_$A^cke{#dU*)b;!8)D!AA zG3mBR%r@X% z_`Uc{dH<0i0vFJyml7p6@|QP z@Y-NSl>>GMEPcynov*p*#o1YGXWMw=P|~M%h6_m7_#rF3P-CzJ55|)7$GWG8?=9?} z%GN-~VT#xkGUvA^6^C zXEb?<7B-mlxxg9Rzuoui-nfls)+e?5O|k}svKTS>qhZx^-`MvQLA1qEH(He*{^H^k zib9gGT&ypDQRrP$qaPfwVC zTH4CT43(MCr-)j@?7R_WgMRQK`6dAM_CAKA@g|=P(0^^|j9%8@gEEnW6Z`%>ed{{f zCfm9ccU)uT-~(MIi(zwXqs@7AB9~3MB^^}fY3a}Z09vz`EMGDt=5)PE>rA_j_Rd0+ z#Bwpvj^K{q*RH}eKZv>-dGf7}qi(rL`kQwC>yGi0-?e!q=ALxTP3@zT%#48XKlhOT z08#xbsQ7(#EPf!G<~H3NR@1zjx)2jQk4)l~NU1Jmxlwx9yW$&5tsQJd%xbgRO0Dvc z%5lgb_XfFkyO;hEJNe~u^WJJDnaSjxoS)5&bQkwcsrXTE3aZlQdf`J1L!|tEbql;FX`yLH9 zbOHe(l#Q#oo80xPZRSaIQ2+$xi!u3e-xS(+GU{Kw)?$5fdFHlxZQex)0l@Ot057)# z^{+#R#~Po+54Gv``c=J#oD5!bsodZx;c@`<2k@^p(Dc9U{c$w^06n9Oqe${7&H|3Z z>x%SW1X;_Xcy@J^p>ZsX?3f|WM$`FL7>cT#8jj|a)!6?49cWO^;Jbtbr`Qxv3aIOj z8$W?Ha*llkWMg$iCvbVnmy;|naUh#ZWt+m5h*iPjnl0ovcT{s;{3W@)jeH|MPAWQKRbmUZNjVj0KR99LU>|y>NYfjcWK2CtY4WMjb}V+(t@G1dKzveLekq zS5f0_Hva%uXzcA)Sz);H-VmdOB;d1sFnOiSsaCf@-4r}8;Y&N664w6y(B9l!DcKuH zR7RbE$A0|!*LP#9TxfnDw$WDfMAl9`iIf8BGIF{8@Ay_F<@K(T_BPhCD@SAo;!bb^ z<3Fe8T=RvDt^Th(@JBltAhJXLkvRSnkKkW(*16SMl5O0pSlznuJ=NZ&ZDC?(yH#em zoPF)@&KdL5o_VMe`tm!Gb$54YUN_zb;NyR*9-Mk}T>EM>&W#dB9+{`KpS+F}mLvPl z-CX-tgXjh*yz5*0JH>VRK4BYwcn+gJ%!JWH7TdO*Qbs#!)~#?JPhT z<2V?ug4WVs6x##f&3f7k81BTEa)^kP+kRO}DF{%h&rFh}6W1KprJ!Hyz7>W!bt$xQ zEA5X*u$DIaL}4)OFxhfKledAxa8EUB!;5d=O%2yY)T5fx`eY3M0A>ks8wkiD&mi;2 z`kuAf?IA`NlLUx$)ssWjkxIOF_b3`T_lH#uKItPMfzu%NtV`S3uXSjx?IX&=gkT83 zPY4(Hrh<2VBcJa%AHjX!(-0Ihjh5NLi~jMf@dAL{L`OG%M~ z@&Y>O|s;YZ*>6o;q> zxy3+OCRuTqm_J`a4Pce@J^Im34IQ2KW3-Wn-UlYRom|gz;Y~|YhW+59|C1!YZYtD?hp!GX{5qL{c z@a_9rY7i<+hwmc>4n08~ah^wBYOU6Zw#GZ9BWq(Pw%(ci4m0dQuJl^!R(=|>u-5M^ zwI8&?ZrU}C{?!=3O~kMtGAfLNfNWISYgsRaIHcBoNt zXH`ndv@VsOU-LMrt$|;e4)Auc@3?mT2>hy?_S+qR`GG>}PjQOqCWT$LsoKs2dx`t3 z56H*)AEi){M6lY(7id{bY`@(NkXP_Ep~rI<%O)8Z{{Rlt!1bwG*A59Mo&Ny%=m+}L zjTw&4OpZ(_-;?0g+kia6p?+Yq6ZnP2F|(mh+a{5n)gC!;!W^=D38)ZL4FB9`3BtbC=(+<4r5D@Mmr zQ)+xasLT$VFvK&+2{v*!SrCqP9*n&R_X4@kB5x$-LKi=CJXM)Nx{NRwF(^<6e08Wx zmF{-blCKLm*_V7(;aM~lg8Df2+D$9P<+OrAk|FtlBlvUobAm@W?sxPCX)X<|%+Osd z*wihW)ZoXFhh9I`wg&*5?u>DQ4R;vkXZja5;AW0D%#o!nswF8>mg1Jaa_q zZY`ulGv8jUSUWtKh#-y%)-@<|FLjg7)`4;2YfDcXL#+r5 zlLBLrPs&*c!Tf8t(Y#5ZUf#wnrH)IoF&Y*ToO&JD=sR=mUPE}d`i|8#@3^>m zj4yV;@Gt?}7{?2Y@_7cf?X~{^6MRDP9l`L0gj!5CR*xar%3mJxzws8}V;p@mPxyVI zcn@5H=SjSmW}!I}TD8n)&PN>WRt>S&j#PywpTob`V|@$4w;H9Z!DufQ8!xlMHvFrQ zs5=f1I0LD!hb0lC&U`cQuf-lJTa8CixM(Csj(c@^5rpS{)+Yz$I8s5!KaOi(;@8AS zH`4ej&28IFiWuO$HwxKVRkt0iIl#jD=M}BsuNvw4Cx*2RB--7UxH7++9704_U`7J& zA1DBQd8uQE!5Y7UuDn63*l5kGL_*voUSVf^V;Ceh=IQ{(2c}7^GJLS|FHWFy|n99*S#2Rn_jbUjS$qmocDMS;*TUIerz+2i?i% z9f>^#1x?}K3+VnN@P+oJt7-Ql%Fj}TB9Bi%W(aVMrN}JG11Tiu?wn$=E)p4}ytTGF zZ6bunY#Fn)5b^aVsrM$LqxT7u(9zX&J6msv*Se;lVY-S)*5KPmBLfONV5>P8!94=^ zEIVeft|q_Md|_es{XXL4T(Ueidy2H^$2=eQvDebO6~DUpiK^*(G&VnHf*2x(dBMps zp!wt{&QS>w_Q4-G}jxpKUa20JUf>o+MyaKP)P+1aNr`&3zZ+9}>5Q z^hoY4OeT4b*jiL)Kmg82UQgyL<;(rL-;O{*lQqk`6UK5&S9Paq6KcN=CbpLDcau)M zmev$4mDtExeey6zUWT)S&_=J0b^RjuNYXDY4V2oY-O5jQC9Gvfn2Uu3Fx|-q0khwl z^IdCHyS~@%uP2bb-0}qq-4n6@019oD-LLj0t7~(QHI*JF&mqye1MUf`k0VH{cCJ~8 z9eFvcVYa5lhMlEb>+ctc8thoIk|nk38>q-VLB>BC=x4UFYfVd8(!A?SNrOU*bUxr9 zWGNkTe=ODtKBwX<$aMQl5jDp+5QCWtj!!)>J!^34JN_Qr!v6p$wU5gSj2!Oo@0!kS zsMsYo(N;S~yYPGiA25ZP0PM)b{{SL?D(E~Zd7;bU0jcXiNq3=1D6@^6k2B9qZNNN? zgZkEAf=t&M&6bHehO@hU(8x|U9CAK{X0q49*AeU5m8H`(RyJ1+8?ZdcLE%^M@7kd^ z8?qCz()ce%)O=UsDK(eW8p`3zybQP!%z8OYj4lED*f{N71={!rM$~1}^*FDj)?>$< z-h0ircOjXS=O1?`9qVVou-fTRTdG)30ETIgoi~+}Xz%9%kn*qhKK5 zMnO@~_2#rmEs8jA6Kb++ek8xtWt>iDnVdSN!GcNQdk$+RiYb6mMHB#0MHB(|?R@k5 zN?tkCG#fAZX0b~s=eZzydwSQ<)!-krtWX2t>4Oin5i$|Rb`7L^^(KHk28t-40=+lk zcB!LUt=PVaMdXhZ2qT9kXj?vF?&uECaD8#;2=gkrrs`8^w<1{nWF&8lpOx@(0Uufb z`VU{YI)8)pON)r_CA7P;Q!R>Fh~zRfc=I3oims&R=HMR3HS?{+=HgxFJ3!iioRFiS z&ws6U_)7EJWP#~@&Gc&-ebochoNw#h8FQAG$1Bf6@o z#tA2YbH`s=_M5AFeK)}Y64b$WscIi*oIF8Y79bi(!wd#bGjBi!K^)*$k!UlEUlD1S zEgH(O-Nhk|khpv}I4U_H%c`z z69oI628toHvPO`VX*th8D+^P+dG1}L<%@Ui?N;Nx5@|q;ossnVRwd-?AX!TcFb&eV z{ExOtDLFE=#K5ERg#()BZ*F&-XCQPqtt+|wzz0PqpsbmOT0%z(MgXlMk3Sh++9I1b zKhl;tJmVdrAKpm8IPIE(>Qz~G1A;o!v{xV7mdwOqUpTETq2l{aYKlGGk8beJp0@Br zr~r;N!2CF->eruYmmqCK;Cs`w3)Bz-%rHsE(x~1%B1sWjjptzYtS_PTDOz{!vB&s^ zGbEA7jfPYAhic@cM)Ul~+8FS7uCrTZ5^*8g-9|gtF?0hl&PF-uR}+gGp}$gi?+jBT z1|R{=TGX~`R%N){JC9oD-PjOwgY>I*w@ePu!>=`Go$YUUvn@gS;t81;g;gA!*QjXv ze3l*%`w}Q?#6M{$58iC#p#K1X@m$A+#j5y?!`X@DbT0=uD#MeG*~NECR7NJY$d)m@ zf^)fgf;|ZDN~F3TC1m3_5|@VO7WN`14k5akjlAV@IP805bR(@^Z4<=WuB{cWje44O zgm#{N#In9)cN>Fn23dn-Z6ts;o^w_t(shpwJ<`r0xX~{zH*Z8cM4)6ch64xOaCyNs zS5#Qy)^4C#UMav!h>rgNmPKU&hvq9g^1G6>Hlax^qn5&HRg&dIM4|aI!z#l(;5Z|i zAHpG+&085rlP-S zi5PPOo*hW+Ll4N-1h=-f(=0w~M;MpPia;~BxFGvLO4%#yYnit(w)-^*dcw zA!~mblW7HI2*8p(anRM>KTEi`)S2w;Ztg7Gl01iJ4gSf;N=dcQZY-NXe-y!{!=~xC zt!ZwA$i^}OV%(F{B=i7!;8yM3!@;B62a@Hk*4#-d-T)@U=jD(BKyP4p$OoL$tgif5 zp~HK1Z{hi&Ny5hz(}L{~?shIoB>o&#d$=_lO%Q64>GNIPO(=*gpDC78ouG!n#&Uh@ zPkF~;xlVfLS#JvH_STWcX4mf_06;(GiXKjVGoQ-1dGBsM)@GJpwQ2|D^9L&#{^}0r z-?e%Tzrs%zYGQk=rUCJ|^pS+O?z- zLuUj@hL+yiHBl}`2jjrTD?e7d7cVW`t{voUVJ3h7#SniZ6uTuQYV3xN&4qMjd^yZd2^@TT-e^)GF{ub zhE^o8LOm*DMXeZ0wU4xFZ5Xo$5y;+Z{dW*P3RPsoy1x znA&#A@rB4LzjPn&{{Z!>Q`GBvD;^I9jTCxpw{JA#XlyP{4&E4&JvamFNS9E>p|!kf zLdzyeKg7Q0zpvK4UsmwC?0DdjZC+_)SmL?|X25q7h3lTU&*5HUu4!$h$0(6v+y>=X zlz~oAU=c;QTkGU07(% zu0*p)@;g9dh-9o^-}mHlJu9#9-1er$GQ)DO?-5&uT;v+S@FnJd(s5-+L#m%wx6pLkiQ8(!2|F>8 zOLf|#u&))>HHo!i#&wNY%F^R$+!?y_`Bz^qve!22Y|)26T^ZZ`pmCAdVA~)&NSb=Icu?(;f*}%8uS61WxcpF+{v5;Md}In>0Xni>!#;R zx4M9s{PmI;xcjOc^ZN1it^-q+JwDxhFQhk{aWkmBxnKEfA?SnskzF3Ct3%pIjt+l+FAYHgG$8O_OWZEO|srKlJ{stSw>a>Io#v;oRUZ# ztDcSSuCDOYJolGvhJC-ha(WD(=~##!=Htxsa>Vf2ELY#$`_}G{BUnynOuWi4tm7x} z>xx{Qk+80B%i+OgYZu$!Mu1NzlAG_)y142N3BeuxDZU@O@Xh|U9*PF5aMH~jNhDE? znJ4C9yO4@9a&S+eRm!mJ!~2bl zjEs674P|Q@-}aT!lGEhO%`jCMT=R}SfyHL(+Re_PgEW!H3aBPEYy*y&J?km}_u^++ zg{6d8`%U960{;NAgS#HWxgkzdOPirZiDsWu1}D1z07bMWNhWW*4tk$+*b1J;;q2{X z77#pfFvw;fJO2Q*Pp`1)SsIR`6!AxE1TAN!!goap<>YVq=^^glps93Q=`1f`y|oJF z)_b63wre+_zW02bp0W1y& za6!do>pGQafAD?JB_~QEQ7?c_?KM|;>#;tQgIZE zX0zrP(oznib>}_O#^zyl0wbl%Hr18bN7#I4!EY9xMiC$O0IV^HV;hKLE(!CEqoEJ zc&_SFw+@dLxd$5+epLhN-2MW&tGTT$ycgkkil6N{W}0?4Dvx)m z?qM-er%^>K>tab|8;n^yv6{!TFKuOXj^;@`$IBDfrDzel>&?&b1s|Pf%)3OualDqS zDI~q$L)xo%?|Pke-l-+r5p5eIWK)dw;->KLnA**{M<7O-WP@`a7kV%U@XcUDHY}|< z>{O4XZ1{TNQ&_c};}Kp&dGyE!`PMWdsZ@=&zv^;hBBe%4%k(_3X_sCs*I`XQ+HbO| zMQ&~q2V_M=RV;7`?Vfq$R=>ml01c%701#~A{?UN7g01^(1%6~9yraA>8?p30xUZuu ztvo-YcxvI}Z|t~WyO7)%h)g@k6z^VvPszs^80agJ)NbrF?RmenEtWYU-xSi@u#QO; zfg4+o-hX&!kVjhjxy?s&a`qN)~MybY3oKj2Ek`P5TO!^(c~5`agtsH;~{w(Ng; z9p9X2YLwBGg;0#0v!B-=(yHcUW=z3qpncSmQ~HXAD6rWhgc$sWO<9dTPI?&QPr&7m z@}{sWX`YfwdV8_Y^2Gsi(ufP=z=kM>vY55@UEN~Y4Z@&ZrDgKGXAPt=-*;%(C4 zACz#vMHnBhO-8%iBypiG#06CuC)1BpO2x)jEi|WmaKMGxjuZiseZIM^Ydsad(6C=# zL1)NW5Xh!Mo|#;Ly?U`2?^4S4{tk~|EiSt(XMC~!%R!x{G;jIo*K>^RBWUL&auQDR z#)#w{nZYBRamIZ(;C7^-jU|bnL)x`}9qIl6vC=#{q}#)K)=VzvPcS%+bA!x)Vc2}# z6bv}WAR6(D+orw0xVv$Oo>q~*tV#a02nC1$5>EgM_Adf>8$q=2y|;)wRcCW7_ftCA z*~02xbpseNmCqy*ka!0?b*gP8c3_i}velUyCbW%dr?K;6hS($uuNKe{!lB4L4rC60 z9QUm4S4`EeZSFOjZ93t!zAnUm3hFrf8zp`%JKFW_5Er#y&?IhaSu~aqY)y@+~&->0TnU)Kq8e z*D=c?_aRsl_}8v@o8qLNC$ziMZS3vh((V`y*CTVXj2;I;k~8WnwbYA^*~L;G&9u)s zO%beat?t#Gw<8Hr$ja_gGBMY!WeXdtjZ!-y8XKFL7ATyy)OOC^N%u9=K=A6iv}-Jk zAse@BINWjkg=A{;#VnYP<|U3l^-)HSCGOd@a%RTVEbEwdK)mQqz9M znjhUt;1J6nKX?vu-1;cyx}P0t5otahkVp~PgCs%5c4LDg`VzcmyqZ57_@yUXi1oXb zo<-Tb1>|QqZaK;7di&Q|t4;p^39ZJPbG(apwG!N{eM2cLuz$d^YHO>s%~R7us_vj(=)$`qsOFmB|`toUV$DMMM zbz+8*@dI7Z{5x@@>Gv>4XE<=<%lXNE2@UItui>U?-&B%9Pm^SJk4&%?q2R%%!(pjh z%WVwTkUE6koA88kK=jXgWsHh-y+tEP;}^D$6hydCMjL_KrBvsmi7o1PI%LxLFX7x8 z#kBCP?ygyUmw-spAUIVS=(x!|a!9URi~j%(_+ndMGI;z$txgMDBQnc|7)5VUhhkT` zW&Y``Ti+1fUU+*+w1#;N>`V4USjJgm4Uk9sOj{gt^40$U4{6pg>R)HS)MbxRon%M3 zjak|U$J|!wyz{y9gdB0n8zPaLF_>DEhQFopjBc23+l1QHHOU`WPz z1aVFHd#2kN=hp5bY2>nSwzlP!M6$BJ2qf}Qg=`La6qf%04`;a61Xh<(-svxH_dnW5 z3~3xl`yI-*GQj@;4tdDItqn#Uxam%l0@*jl-j!-&_iJhIMlr!=)Dpw--`NAomHi2lK5hZg}jpi;02V_NOkr_nZY> z{zTUwplQQX*RAZ@VuyE_&JRB?Cm!__^-YMD{syttTHZy%NsbRnn(I%V#?>V&I))=~ zF_5Zr#t%x|@pM{y`Bw6lH?G^G^3U8K?R!+767frz{{XP{gC)h5e{kFOyl4BlJQ3&( zTWzbMDQT%=OYt?-7een!xH^8VFcG;#4IRg(;C|^oqOWSYwZ6UJy-NAuiVaa&W4(?w z+quIGHa+VnT+yMh)PB)pB06M9v7QfJdUQVDl~TAfPvS^SO&Et$+2*8u2~rO}{8l!( zDV<_lNo}QAO=?*#EimDehEtA6s2@|7Vj5Q8j&fTkKBv^y#f0%s6p{g!jmYD<%}^RH zm*Ni-N2I2sKAWgqp=f0Y8W(@=u<8l*6`WTyuv+B{&2^S7tnN+8#Ba!bBdFt=<&1I(Ol2E*Bo)UXk81j!=KkB^m83d#y`6;eTuHlp z5p3HR0I}=NMgYkeL6U1eunAGmP&U)L9ntfp z&6k&JZz@M9cS2oQ4&BE&$JBPJL=`w7f;xj=OTDyz6Li}xe_0J-1-!D^OC7T0$dYYe zm9hvOatLm5f!e&Q;+KGA@MQK9yEKh>WiI>o1|hN!0AuB47{^s6n9n?-iYNo`+VS7o zBSx0{!WKG|Y6|J|lOf6bueEx8arsxVSA+b0*Cv(i^h-}MWp&H#qKW`0 zqKW`3*L+42=i%0es>IvmhWbHt${YdbAY?dT0QppKxgUwIC$^ofuA#V9R%o0!R_JhZ zgY92WSZIInoBTJMPi0r1>`_AmiY1L>DuP5iWWghL7d-bp4JNLOr#A_yE{Bm=>xMK6 z*aIC!EzRHB7_oc|_4ck%$vvIKme(lJ&l8y4SaPfm2&oOxAQg7Ud{%si(Ze(5hNh+T zpe{!{j~J@LU{JSn!RDyVbGcV>%|Q2|6o}XBlUEp=7>rVst|p@}X|{keypk##S-iWb zWE^3-)Et&1o@u${9Q5?7vFCe7&&+x@m8`k}hU2GRl{MC=?Q$f++N*%M>+4)iz2S_8 z4$HW4j>fJ&qafosJwVN3;i>eH$0rj??r}7k862E$tow|GEL*ixlI_{mVkdJSx}zkY zO6atYhdwd!0|5q;EGQH<`@$j{PH=E}?0a^mk;7jX89h!#$?2Wcz`#fd#zlKBo%=p& zPqnozZr&eMwus1oGl5-2hrn+N+F;$jrFg*ex@C+X!AJF~NuF$~$D!a>7f)%cSzRk( z!40Fd%rE@a; zEb)$|eI3lxSlXD;Q5s3ig%ozeiuWRca2Yax*#?&$k+A%6N3&f>vOI1dfs#u&@@dwK(x{9 zEyDCG0*ro@d|I~b=O12bUoD90ryi?SWIYH{SQF(yK9Q&RREAdDxT|B(^{4E9nFrVm zRXMI@S(+5nZX{r=RsK;M5Hber@q=YkQu()C;Fp|mR>SO0Ldo_E0!1@%-@AHlwZDa z^(MIMuZR&~i$wDn9?_g*>VKVcms-B9tI6h1IF2mkV^N$}Elh1FXr14Y(+n+1YVlU!x*k1ko+Em1R{muTET_dP2C?WDLnt|pdj_GYUoY!x_AzJnFV zR~uGe09>R++xg(gcxtQhs7T6JB@mN9FM~uBwZV?JGo?@Nx66%HPOW zqh3dd0hs^%~`zZIW+f4A@lA2otCRqOff%o8} z4&eINZCp%Y?z3DzS1*li=hW&AwylQZT`;Fh@2A99I@voa-RPHO4S;Tmdk1NB#sv{pDomSq?n-|WQsmi2cajmZ0a8m^?OK!vQK2~jO|HyBmL}SKaFaP6)KZn z>bb~sj=UOta^*-19?bu)$Q9#i8NRUdj}W>cgi3m(7-96;++H(NvOuD)!mD zKd0-SEdI$lbWy<+DR8ecB1qAmxBz4v=Yz#R#0_iVX<~*e(;7B>r?!m|qa(ARA2R;{ zv?^>11$VjP0!xz37Rfgbzah`!D$TC5eQ(59GAL8f6M^*xy+=pZwGR;ZgxXoW!KEmS z=z+Yr{{V=SjyvNus=f{I_2#Bc>`!$nGXz;wLh~H|01yW(zWAZV1Hij`vbn-|XH#q4 zVa?28CZ5fga2OH*K?HuZ%`HC7;(aaHU_mX%Uc)SZt#>-UkkcfRPjPK)acIdTWFSpZP#;kd_^=6o${F; zR%K1!!?^GV&}7yxh%cml3E;h!BXsPh1dctg0(UQijz<7>=DF*QLP*D*6OHKKChkJ} z{xyIl#}QboxGza{5esW=ogeksho&VwGx2E1LV1i!xos zGy-&3{KYtJta84@9-^yS-^&|Eaf0GLicSF@neAJ5z8=#oY@=)Z$vHnZ$p`@Y1JwQ% zhp9!U+DQuO>pF=@Ru7yv=iaikTd`=lX4dvoMRPT>#4TZYHJ6yH> z%gsH?M>LPP?p{5B`gE-;Ed#_pE}mr3wCQeQ66RTWSk#Ub7C0OM(z^X0;7+r3I=;K9 zTG_{s^-v!=L;QgKYj1UHCJ8sO#)Xi_<;gmOA^9aBY(Bw<-TXyax6|)t$Y=9q&Lao} zznD--uWr%)8+cbjQM*sOyO4E~DA8}yvhw>GKt4CyL zsJ+?YT1J)QO*&C?rCRE7N>^`~kt`z~gfZlOMPAl)KZt%Iw6nImwt+3}i!^cXjWWln zDub{80A9VWVITxsh|GidT;nwyK4T#><|qE*xNLqRq1SsOMMgbO3Agx7;x=I}q4sQl za9o8a+az#4fSQi?;fIVbq*e1YgoY7_Eup%?#656FB>J9BdxiX=Al#8lJ{t@oZqGD+jsvsjs4$iHD5U7jB|!cQ9*&dXaV0sigUpXXL|4*=_$ zWb#4cT^9B9_s-euCRdW(zq}NE;p!{ip|*`2v}m!P_A&wdI#gG(%@_tF5&r;Wf=T^F zSJtI%kd+8Fc|EtnZ|#fbiql`WXqRr|Bo7>=Px}YIuWIK!NeXGV^67BiTu*Ie(bdd%w(kViu&f?at{7v#;z=~+ zG^w|Khh`osb(OZcu13UM9*bETw1y)d(~ZaUtx&>DupJKH%CNPG3(p$*1B&6GuRTwH z5baAtZWL*4HpVwd4)p`M9RC1~O{C0alTnT`+r%Q`Fgl&5{{Yoa@YJf>m5fAn41e*{ zMUssx#__(=b!|2l zk4fDjyo`mKJDC3fz-6+JRWh6 zTvyS`aj8j3byq$*QE`)tJkP`0W!2r|#HY!#iZ{8s^H?rMGlVU|=RHpxWY?1Tvs}3G zH;A3y-V1*(5JeaYyH!R2Eyj9x{lJq7NsJR@wI*3){!7&*e6y zBD2~>AjySraV|LJh}yXOqb=!FbR8-y+mdeZc=WeEmE#@n2jg&)E)PXqC-8!H%Xp;)1bV~KhyiqKfcQ_{S8)#q8;WO_8=8Y|u3 zxnIlL02swd5(ajR{n=2V{6$$Y8H_>-hKjS4|4;E4jUFJZh`Hr=P*7Zgde!paa5%!2Ih`wHJ!jp|!IvhjN)W2+(@- z)YgWX;L~^Fbh5Y9Bh!t@A{UY!@wA5*;i?<0}s1F8le zH|1Kko{WTc+M{3Tn*H<_9$MU3I>9%V*-25l5Dz^$=cRe}qbtuG*LcqNJ9y{^0=o|! z>+@cC&tJB;wnAo~DRNtZ7*GRa>C>L|&s*9w_H##^Mgqih>Usg{dz#HfMco514aAnv z#_^mv7!C;peKA|wRIfIzrppm#Eg9sVS+GIR<5?H_WR~i&2^E=1&N_W)v6kZ7VTMMH zqdSrR0J=!4l2TVep}(hS+J&!#WY?_ioZQ~t{{UxOTmk@xf?a_pf_~sVzHULqQ_}SL z?VRYEY8#zm{y`HM*x?hOlN~a8vFtKEYkx}Bb)@iIHa9xp)3gZZ@|H(JH@gzV0Hb^3 zl21YFoC@6WUXcgGEjr3ABI-#seL+l(sSGY6#tO#2!JLkI)!d^~Skz?EG#R`PV{;U? z_EzcknNe}NW;xkKtS^b!-0|qdcodOCifZQO-(N6irxmzy|iHy2k#!{t9V)oA6&J$8^kv9 zt4SaqbQ6L3)%sM* zqFJ*bnh*psCCP5CfSx^0YJavxV9EPI=F)i@^r;Bug3_2hS_c)vu0#Pi2zs99RxDn7>h zEWf_9UEk|7jPkhoFh+6DdbX}xS3JA^6%UKf$F+Svcvu3mCD+Kq)MQs*eQ9mrzXCyJ zsYw>0szr1TpWxjQw5YDGn%>uRtu@wms63oD0^oWN zdhuV0UNVox8n>5ZTkIByQZh&1VtH(S98$7GJ4I+7KDmVJbH{3pjqokU!<)o)8&eYo zV0No3E;$_u$p9Xt*L9`oHhMLjcD7L%;zU#fB;+W-uRi$os9f57HJ;uWiH_=cBnT#}>mHLpWevGR=+Q9#eX3Br?ta5I5kXRqnnCyKA_HGAzY*$Tw2ZM8B{++~l< zsvB?I>7SSk9tJDZYmD&*g=b@Fe>879&w9J0XF%Ch2P1eH04p2kRa1R|#cD9;UpQ+i&r^9NJ=@LX^-zq-;04SkNsOOMF z1Dx_J!X&l0u)BD9CNqV{2Or4SQKNYCQnN?4y9;$2C{N$#dVq2{>Qo-bj!kB#+?77( zMdJ^LdIUGp-Upd~w6@1Rv|&MTs1-`T{IgIpPX}=#xyvtwJ{7sNzp{60X|16$M|nJ| zcgH6Pr=M7#$8sz|Wz4RQPA8z>TO|TzT*##~fm2P5Vo2%QplnB(%7Yw;pU9_xtH?Ep*3jmF|YRc;E6!IYd}5vgVc$AbJAEaJ0E zjdBZwB&G8tOsq~ipywGG#&gYkC5l;iZ^4pkR`*vrmDR%`d&#aCi-~ri+%QHIYy%hs zV2`ge;*SnA7Srn1DrQ&;$Ero;1V)gkEa;$|5s|wDfO>Q_$o~LqO<`j8(Mr!@GYJfN z&KQ3X_x1G^i=30QA-0T<9O$!ng64g8)fKPU=H@upZ<~+eQT^{x-n`p$0#}ia-j(Z1 zs7DrM5`h^T!S&;{XSaoIHLW$ZOXDP0bCW1&_}aaJ9r*ltrx~@m*Mgx}5ZqzV^Jb8+ z!8z^?MtJ0YHKV9$Cdh`4Q7RsKVTETt;mI9+MQoaDK&?)6<;yjw(ndJ^YTlcs&#GN{ z5P%eN@;BW@^)*pLI|WgeV}LzPcGj>93n5~F3;^=59J~JjfaoYDl{ZpWMrOBRVP|6p z_ItCmWUTD}0C|sQ$6;HZ4fuRD{WJStRlAzn!R0Z*90(d&*nQ$N!l>z!T;-m<;yIXZHWO#l0RI45g4QK|23Q*J@(K9#C0$DpUJqGO-sRHut>?nFOg zmAOh$YYzlz8fjZ&MGC5nFaY2IP~7U8jm9IjL1hYzX91l3I{{j)3^7L1NL5h*EX;5K z9qN{usOdV@y4-1Zv0Xx0lsrcxD~-eO$o%VWd{mXWjQ;>~o$N%q)};{I&q?K|{(R0OZ8%W6HQ$E6;f`=?st;`A0z3gDkf2~|bv9yq;4oe7u zC)0yb#U`f=>pNU5(y#GIm?U$-D~yg$9V??2OGnt!qS&4Jisq%*!jkh?xR-NWqA2Ma zMlt&HP`nq@$|aie;n_$kH|1e;SrawYjbQhPy-ugDNK32>SFNTIfE?zvNN&RQ~`XtJ&f|nUn1){{Sh< zCXUhEi>Tz4Zh*(1zb}tWnv!cv+k`1S^~=V?45m&PdJ$bW*@vK}n{WpzF@srIfC;_By8o6Md^Jn_wUo-u@<3tu)i?UFqG zH;?hIHo_3hJu_L=m038`Z0MoM7`fX~*4AsWR4-3zx|Yg1lUE{)C>R2)U=dvq!=#L7 zUA9wLxZrf9E0K}N_p5aS3=(~LtsOLx3U_8UpfDfl*04NdZ*M)GhAw0a9DZrrkG=P6 ze^ct;O5^?{JH@8>erU-UX>doc%Uqasdh%XJr3t7gN$aUG)@}5=MTt=YbX;%^VE+Ja z39i^(4Y7l{cARZL-o<8_V$|&navVvwip;jR2=WOSll(sXS5zp+Tkd+baZ*<0S~JjW zudX4QK>Hg6a=r3057MypeNy4Iq?&vfP;CkqB?q^^y;#%aCDaqcTWloys}Mg!SbB}m zo&#V8#(y5-t`C*yb5^FRLEJn?;)(8UlHD1?1HFSeJBj>jo3)DK^_D1*$uo2r#s{fA zht{+#bUVFkQA>C{xZ@{jnp1>Kp6A!lSF!0j1WO!xWsDXR=}-HMnNly9oP5Nw`^P_) zeXG!onz`YuJmn|NqDLv=of7Luv{RdC5FqYPT=uBt@k|;u#BVjR zwSs0}H3A%Gppr62KI(B;Q24$(7$uVG;_Wqw1_#8pHU9!x~MLw)bx= zQ%q$jrR2tN80V?xn56yHtT!ekR*!}kP+zl8ZKlV4CHQ|L z$|%Ob0mD45bG1R}qmx0DCCME+kGb)BKCHJeJVL@Vwm-5%^MySZEx>QBL8$nbRM2i3 z{{T+0ySHiA%ARYL3|UV^J-KNpC8Y_{v3_;q!HZy~YE^Q~xO|99=>KY%2wFHw=k3zXfrTNd79@QTEdVyTU z>{phvHNE6>LvXmvZZJlAabCBkc=qZ)x5a-7eWuVz>d)3!&&-eYT!1~RKUvZA?;NGB zp<$_6*y<|~PbTh9EK7zVKyU9156+d5=GMbSrzq}u-jAfqeXA|C!n`p>^V}B%6hX<) z*QIVB6{W7daWGT%b%e(nDCK(qJvgbg7+B=sG}E0nR* z+VfFcX&l5`ab{tXxCESv!pfs=eGVP8Iw<^3FCJ@&Vvw|J@@2Du>FrTyvE6u=#5V9F zVp-)_Vf03GjQ#^B@Tj5FMx6!1JBRZ)4x@}h0EGTB&s zvFQnWHlulYbY|O=ZqgBf=%95K3iz5gOi7@)hp<)w!2bXr#*)fyJ5>_PWpN$Hmi}CX z4pqGlYT>j%Is^Dn>rHHuE7{XpPVe*}i(b(}g3{_xXZRX2*!*y6apJ8E{H=QHj`LeO z{${L|YU0?O`H!ZL2H8pSS>&sh`I;?NV`i`|$>r|52 z%rZv+e(AY`W7h-@E0EOmWMwkPx;dAXkq*{V>ImkK7T?_+13^h1026gU3Hy zRmQrUTUs?#5yy=3M<%koU8D_GeJ&jGvCMZ9j&Qi??@o%3wD-2u(aK3)JF6V@H+hWhAgeLK z`kKtWLpACkM=a2!<@+P{A&0;I5ji=fbZI(PXoZO`1!aST%SrWw&)CTEQ0ffA@&tN3iC$d}HBH z4Qm!!eU_zlEK%8(kXlaW!3M5w0ULL;gM7sQ*^#w z^#^K|#z@c54D(#3t*DJ-N4M6BID4CeEQQW;%GfwK9AJ!boMSxFt#+ettiy}KXJ zdH(7vB_g9shP=+gpR)#W)RUJoPm4^&} zjPQGM9v|?gp|0H9x0LW{@;fWuNR8#FQI_NblgI!7d0;!#`c|8Br$_mb-3 zc}V@*XC$9qpkRIjwS6CHK1Yh;%z>x0VN)+>Qs~T{n`rQP@!=Z}w-77xLVx z3i!^_d()#u@b$s zcL_DZC?!D8Ja--Iw+~mAUPmq}im4wnGeGbbse7Tfi0>kn-%5|8jiKco%9kNkar{hh zPXi>=JYQ$wt68A`0EBM->h>UnOxF>SfhyT3{{X?SrRvt}adg_VeV%m) zqG%R1U{DMJ7y$@9F^}%opK7*mY-NJ!8aX3jl+QKj&Q^9jOIWetod)Y#)Z)^ha~Rv_ zT}{C#sxo?!_eVjTWY=Tj?H9wI5xK-9y#C-&bdDZUfNq~cX8j` z$!lkOX*Im^DBQqx!O!=$?LY5S8m0Ztt9L!^y`%XNs6=dLJ9x(c1JgJFeibiOU?|+f zHnFJ1V`>4CQ-V)VQpEcTr*N^^U))+w7FLLu@}%H&^hG zx=w_AN3ClSq|SyW-+=o;6VLRZ1k6~xQPgwGbxcKBclRq zkhyOmBg;50H*wI4(L1dMTbk>Wj9{q72UF^Pm6Fptvw#mLk5gAHZEtlekp-okw=y28 ztDn!%SEzV1!avwI7W3W36q=31gsy&ZZ3^;Frt*09rF8@cFX3;7nwGc{?^7?QSRRF! z_p*=nRP-L^yM15b_K=zzL899fyoiYwUFDte)N{cmx(Kz2t{zyfLYailgKuTyZhr$= zpV~3nM{y)>1TbzO=d$Ft>&0U#l5871r|hm~xVN~#a}f`Z`D&w~9^j1rb%Adw2L$ts z3f_MZO?`PK?Z96--^|>JjimL!^!2RE`(*PC)wWH%pED>QaQFNxt8p&JSEoyDFNJ*b zZ4_5lw;~ZTjCrccP7h*6I{VXXG??eRj{fJA+BQdzyhk}c)efG~$>8{H<8|KCyS{s8 zAJA5&pA`4E5ZPN0T>PkWfIhW@y1j`mYpERG6uw=ZR7tzJU`I7?!5;#zwfh)#J$CW5 z`$?2MP(+~0>UtBN7e9%oYPx0Jww`V8Ey|$bm~yA_u8x0-x|;Ykbn9D3U0qkoHz|#) z7$1BO?_;;)PMoZ)%8NQk=I}p*?=;U2+0UIy(3H25Ng2GRZNP?ax(VLc1Y;y;6??@x zmA8Z}Qsp67@2*(8$87sq@JS@LI&;Vat~tQ3obMgpZ?$h`^9SC~B>JCvv8ni@RMsyo z-umt4WsPD5kMNEKX?J0BwzNGD;%|;xc-Kp^yOp7wCCuB%8%a@!`0P5LQftaq?2^Ho z8@;N%_3K>T%OjqqtM51@2HfWZ6z$wvy-n>bMH05HbfMJ_%UFBKAn)`a&b?RRXM}uP z4!D~2#E+-hOY=^XFVAwlmv3Q{oSMV%eg2o>Yem1g(pK|Qjy$7I*h_KQRd9LtuE)iH z5Z-?b==WATtuEGIxk@<#uyJ*x((W`lw8Bvl6 zJOVk$_OAi>{SK{rJ&pX*TBe&ESc*9A0W3=Z+-K$>^&nsja!*TsAMwn$-w=}j08_k3 ztb{T|>pS8kK&KfU$!Lo6cw3|&DIHJK{43BrNn!+&JNcu{ z$yQ(ie&i53FgfGXrFmV@Hn#$6NkWx7mj@jG07LCu+TO-8R%b_NI}3NTm||GIMqJ?I zu^zS5SZUyBP>9{OxDSl-t(@ggW18YEb!auDK`BTz6&MGi$~`k(4v(v{TT5kem6j4t z4_&9NO9XZ=tX)k7xV)KigKwE1%eeZm{+%n4*DQvaVH9@L4KGUHgHVi>%SaY243XTZ&>s~FW$9JROO=%+l_u%^>f-JMA-{(>`iggUK9h&sZ8g_Jnbey*vIhi=S2u8TA;HKT3hH&0+qwQ- z!@fG#DJcYkKN{Aa$3ANp8kRJ?Ic#oql;b{Hvw`p0y&zfJ+zB8f_mRi*wmSYb!uTU^ z_VX$JD2_AiL9a~_C)s5n0L6(X)}pI-Jsg^xeT~}Po@=UGEK^7j9y%KK&jw58{5kN` za!Ps8VE+KTYsht!+baS(@tXCYhbPbYZKv~t4dmzu{OgY&d10B3E}Er@Ry+G4$gPz7 zqcxLYG6Aia#z3wtByNv05cM3Xo=rPo^`{J;lvk@7QL)72${N;}9=D<2X>zedx`m?N zKZKFN{0(v63w$4~crxErvDF^g?WLJs-Jy`NV~jIk^v(wr=oD6pDGKaNQs7ZWc%zjH z>|6>kJuA&TOYs)-K=_Goq)zsBno5N;O>m@=q-3^7Pe46ux6ph;rTCJ-Ug=kH&k-aL ztT!(t4348XJ!$fx>S|zmQ>r(XIDj%bpeF#a$2H3M<6qRgHnum=-D&pvcbSWZx&&`I z`+$t{Msb0j4`EKoM_pV^*Tr88*?68!3hH^{k~i|r%SZd2-kZAPJZBiLx(TAxH29~9 zq*!iY4x|#S6^2K+JlD?tEAU>Sr+9&yc*8~mVVA6mSe?WB!=6V`N$3aBsL3KLqpPC~ zt0~AM*wW&>@8JE>i$b{3q(=tcMw%x65{!BeOdRp=UW-Y^4(C1N6jbnrrdyD~arN9Q zgS9NS?#YeePTcg)IQ?tVd`WBe-wbLn1A<{J54!R{m3h6H-2pze=U0uZN6_w}FWo;= zUfjQso^CwNgMK<^9R9U1tk_y;wVU`!W=6M3qR(!if%uBQ3rgc`u=#jM$Zgr&N`l{! z;<}c{J1c4$jCy&s^HJaJGpq}+bS>QbRPWP1m6N7wLsHhYn^_n4mJ@**u=}c48;8_` zTC#o7?kP`Vqq&Q!bqCuO#(Ya`cz;4Y{MmnyuFF+8P;p#8#HP=O^h}?WO)$^kwZVq} z0C|3gqc7ma`J7#|7C0GJP!4@5Qdw24AK~tCPzRk7NG; zt9ICN+Pw>FV|4EhYud%gF78Z+d&ZqW+6f?4TfDu(!x$T+ArzBr(R7=gHq{}5;@bM&c{0%z+qtpH z3_1ahrn}uQNeQM&=9`$}vLu+TG7PyH+P%o_?rY3+OJ5YpX%x0H2(4m$kx6ocYZ28) zs*H2kS7oXuziAczr=~k!+iDOjQoyo@F-gD-yHDNfIQFj9wT^ku-L!Ni({wE^M%d+hF8!a(egACb6$H?Oq*D?h6R7^qEitYbwuz#}F^*@#ERztp9b}OE55QA1 zl-iHH{zpo_6SdPWB){=qy*0~4ADg`;1}QQR%B;sM!1@7-r>5&R`rX9(ew4FWuHkVS z+{!`(AL~hR&N0no>H2}u?uLn=+gji1a!gd}7cmA=?GSzyI3&5``&NvX5%_~r@@4TF zOClk(-dAUwWFSA3pkPJ-Jf5`7VOC2>iFvGeeoL|E#dz9!=l77z?6VQsQck1ZvSYfA zYm^pROm^|zOd^Cdj7iDkBd6t7bsH-L?Pt-21;{eBV6frX*`r-HizLkDGN5mSWzix`&&cZZ>qyGR%yI+w{ zpdAmnu2WR9OB-12ZSEsx-Z?w9s!How%bAVt%(+{m|= z1&s4Z-*o`b9`(spXL|hAL7a;vftgDOg$kxp{dwED#bU7P+{{Xyw`%$4^ zJ(Zk=VT$oBWbQ%J^DIcIK#+udf*OwypXv=C3I%FORR-XknAlb);> zf$5TIzAKj6;yX=3%~aXTCdl6y4AH8q9C{Oj_)^NcE~jZMCfP0|lr*V$50yMeugnHj zhIj(GX|HcCwA)JuW%6wmyrlyNmdQWo(wavtX-YD`N41WQO;+U^4>~g}YJ^8}`N=|l zRX)mdkFG14)bBjo*0_m?Y!zl456-RFYBvoH^inu@-rT818Q=~v>5A9;R95!TLkv+e z2*;R=yOH?h5n0J4E@RKc+n=3vIlCQI;lvjX&jIdvEB^r2uSED^YXrX%G}a_C#SGHM zM?yq=AIO^X`|UOZddAq4w_&?s<&*uK_pZa?mB;pfjjU&lnWIQ%8(8%D4P#wLmC1H9 zr>v3aWE+iU>@N&RW%fC)zUNUoPM-{d2D!PJ#5V9J8{CZJJ%M6ki>8kdL&ji8jZq4BbQKAc~rJ` zz6dLyOqzYgmHo{2A7z)ww~kZisRQOfFa|!gq$$fFag}WHN9A2fCVB31zc*j$6|FSe zTOlBV-Z;F+F5w5?C%LJlR1AuCg*^wUrBZXTQkU>WXZLIxKHDP=-LcOCl>vCgSC$eNuNbSR9dnAWK60QQwVg;t*D4Zb4d@0Z9r0ZM0FL5CxzndZ z^37ygc)w29xJBW4ZTY&tjw?3K~wGz z{{UX5zhU;hJh15;zsYJ7ac;7CZz?IlZ>%Eb5&hGXwO>*B9wG6IS$zw!rq}{l+66$C|p7??x~A zSGCltbq@ak#ZJ@u5n0Ww-#z;2rIcJ-ORxgFRAA$C5y>9a z7K3&yd`WKEz+0mWf4d<603253-K6pOr%*O_kTk|YD4u5u5D+pwPE9Iyh9*t@q@T@c z`B?FB@b^`^F^Bs(aSFJhu@+LNooac+703SoTDu)(?0iS?+Rpnv|P9n77fM`hzz+esm z*VK12!7kOp=a$zz@X9c#|69h|WPk}<`7YX;v9coRm@ z?b0^5meC+pesD_s%tkOkB$J;`_0txjuFNVX+DPL59QZr?2TOP^;fKzK>O(A{IhDb} zjGlI=0OR||o>sf>JsYRyX_3broC^$mMGSmrsrNqT`qnS@o3;BOWigJR4B(Eu{#D~u zsVcK_JLywVjgGD&vO~ZF*A-$Bmj^v7pV9S5Z*FCZ7Glw3cql;U(2>vKTlVP9=C_%{ zaF`!+kJp;gmD|+Ds^up0qw_qy>Rb>CgOUm9pGuOszY6$1+ru(m+?&gr?LzhUTwP9i zY!iS7Znbj9#TrJX;tTB#((BB>vQX0?Q-D2>Lyj|DDCcQkLtp`#qo&DsBF@*4JT2z1 zP|OG_IuVY?-l}+leQGtfi$q9F^0^GtDP>SSanO6#!tU6+fZdOq9WzmM<>*sQM*Yq| z#}VgFhD>sjIQ=Wgr*jnLt+1}Kl2;rzBahVAv-rw9=<*-#$)C+@#3YzUsa=*hSc0%m z?}Lo<_}3I6&4_V5C{^}&H$KI!M$K<54W|D9Eu?+PAnO|rMP^SG-ODT8NAtlSl^_el zf3y#9YhFtgo(SW&xOkpXzBQa>S%+2JITc9W$rNVV@UpnbDUSL706f=J>B^cjp@^qh z-EL#Y;vI4ag3WbFe2a1Wlw}RIaCjLVFi0YuWodKcUl3c_O?rtv!7;}y;{cGPg#cg- z;{)qix4TyKg$sooQpT(0306Xq1`HS;Lk@%<#=7arw3|G6WmO}?1V*PSsQ`07CTV!+a3G$#PJ7?BJn4N zE&FI{j-@?XiK|L8r~(yPZ=+z6X7r znJ3i;%n#%%lJLNuT}tOs&D?R5^2q@!mSe)_xjvQCEQaB(My({%H`wEWrc;-Y9R9fC zme$)&(3;xn2xUb(jjf@Ow6_v;4p*Q9)|WEY-9p1PxV0pPYt2sPDF}#0v4+WuC%?ba zup!acQjssO$%9LUcAy{YE^*lhp+Ci4EE;{qRYk|YU;P1Mzg3qZc}P3VEf=?{z8%s7VlQ@ip{4umE?(*NE`1ml78v+_O4@I z)Y4fl#k_&mX*UK3wgq|zh389MGSMP_5;X*l{8V(fGsn)JsS#*%9H{#oHhxpnka|)_ zDT;QDhm$h$F~~oMabCaTe+yb`Momh|qqfu(W?)VdQU2GV_pdS5Y-F;LQd@V9=0BNR zwmm)Tc+3jG0wgx$$(*j^8vWMyU+}KC!&6D7-&;#4B$eAIA9o|Iaj_D{K%G#D06l@N ziyczojLgx7iUbbMy;Kw4s(P&i(d=^Vdp3|CH3<2Yj#RCAp0W*|rUWeUs*=$I{3p`3 zv>kND{{Uo_x7*Lc;j^)^{EcSoGKu`RU^fh-6Y4wuSge~8IQ>>(8S@c#q>Ohae&cr^ zL)Nk*mlByes*H|*DxX%k4|K?_mE$~CejSL0H7v|}D9JU^9fpwb#{~7Q-3G~9Qi^Gm zm5-DJbw0IQP0;Q>)>85rAPSrDBI9>qS`kXt53!HW6MFR&N$H@Z`x<(k(JMF3Kz?!j zs*UcT?C}l3gb}JB^Z->$`vrB7kNle;?E})5n2&q*PFQIvPn4=>z1Ajy3;-k zU*0-Qx|X8xN1_vh$TLgYY0zCJ^gG98|mhWCN&24T3i)|X@&f}t!&@Zif zJ=UpX;?D}%>Niqf>Fqq>Z7fm4%_}T~?u48ioQx5S1;knIu97a3rF z_I_cE;j%%-GAohsPlRrj+V@W;XywQbszOdPjmz6U-TI7!UKOS57y2#I-D%eb-gRKY zMFTu`=cx4^4{&SVd>!Mxaddc6Ejr%r3%jI-Q++!}BYBaj-@@$(PFEmuPI?NNM&fGc zn_R4x^BCog;*ogyhCe#evGGaW9CybIoJVrJvimUpCH-sMF0VWi*W<(5x@pSlq8Q>Z zY>h}Kg?_og1Ggf)`^Vo3;L??^v}p{MyS`{i%f?8~Gu&g=p`~p|lo}}}pb&@1^4xV+ z$RPJq+-AD1D&c0*;^bg6A;;%lIbo?uq|f$irDw8Z$OD+q_m|()cdqZlnu&?zuxVA6 zRTA6Cr{#QleMj=Fr5h7#9XEtEN^1X`*k0FMUj5@8CD*-u5ZtmPoK+IK2vgyo`cf8m&6_@ zv(RGuHM*qNjg81xD;V`Z;oi9G`+XP07QuY)BI`L46&tdBhf!Sg@r|p_Iv&0c1zIW9 zrtNRU;;!!<({}yjj4&gL%awx=cHj=R=xOk0#t&)dh-|>>i1z?H4#ybd=xe3;W$^D$ zh8x{i#TG(as3vG3v7ePj7|Sr|dhy%6b-MJa#kR~V)tzZ-c>a-gZ1qTIR>lqvJq>ya z>yV|s=$r41;GT!+U1yB+4F^)Sm0{Cut*#V)>Pu+0ux`VSqdlw7bZ-NAiuYKw)9-9< zbl9#AO!pCx0*<)#KGlspT{`h|T3fl@g2g;4aF(~!uX}O!hGV#TCTMd7pfgxPu40%Ry{VyfGcJ%xmcD*rEJ1}O2-7wEKcWxd|vU7h@tU}ns%9gb7yH_ zsl*OYyOrEnk=Ljd?4AqM-&ycpkEly?_L--)Q!KauvyK}ecgU=t7JN0)yj^rJt|Xe; z^JrF*BgCK%HxF-7gNo?1Ee^}Wx4g)!Ed!BlJ73{5!7HHB^)^4rh4Ie^} zeyge4+6-g~WC4iwUZ#LFX={bZJP30PSzq*Pei6@H5%xmA4Jan$EITl!wRL<8> z%aMbFKpuJVE8)zZEGwvKyFT8iBV==c;B+AVHM8*d!O7t54XxaxUP?!v%j`)5sRx!P zw**&NP(^2N4b-aMvTl}kl27|?iqbo-el((b;*vWz@J1Z6&l*N%JlHL)0FMGpJe4qF(>`gWzF zkj(vlb8X?>MrHfUZrJ>*&1{saGWr_zEk@K|X_t0~{#!!GKBQNc>HFF*okF=dVeecR zmHWuEvkw0NcO-2@au+>7>rzy4Q}Q#8;@|Y{{W6xorcpC{SQiiz+R`H+cRw#K)`hb<07u4h$6<&7a71EYdS6103L%NRk@fe z3=RnyuTi1XmV|A&a?ZnZHsGW9MN6lPyNkw4H!AX>R>N%p2U5qds`9tU$Dyq&TT^jq z;ugp%j5z&vq)E1@8D5>`u7)3p1mZC2T)8cu;V<4U5`B#9p2 zM=ElD_IhztKeKfUm~{*7J54$pO&eO=%XujcH+X;bShLs%SG_-I!PG zb6cSD?cDNNfaiGVJt>gNbxX@%75I+tcAp&Eqq8hnv0rbf=hll5`K6_-QIo?~mai4& zp{qxz>G2#)Y=3sm=mR(#y*+EJ)3nbGYC49Eb*5M(Qcn3;;C3b@T!Xz&Q~6eImt(7V zlUlabZ1fwS>?D|&%WVS%^CJLH%yE%{oL505{g#!goyMf_PCCA*xgD~$gD4&na* z*QCv18f`ZdkJWWe5$+Kk=G_cU1d&S#Qg}FJBe*`bnWuP^N2T9DspaZd%^YuZ#AC`) zjC*#?bRH(t^kWfAS6iKS&of@zkWN&bkQ?}lWMq4vO5&t+irQbcSQVL^807IB@ddrQX*YvT)#5o@ zYo^3YHe@|5Z3!Le)58PdwjyMd?h~Z0&Zo$P!dhhKGz~XQ(*O=UmFPtkM=yv=f|;ewn6;ob7K@QYN)amb|oQ zjwYRvqkcbja#Yr2m`%44x5}-8MK(#0!qK`FVn+AQIM1a^sL2F!`Buj<6&YT`)A6b@ zl)cfn7dHC{iXSdkA3JA;`g&G^vDplvu%!k7@5N(F1EsK$y6)+o#;u9V>9LjSzb$1w zPAZb;WBm4MTPGfs*?cdGIX)rj>u@)yNm++ug~+cxEIMaCxUS#fyUh=cEla5b?DJrs z`sQmI`crSnbXDp_d7h5fCg;QwT(KptW_b>MGsox!dJVIHqnIFUJ zNaJZFaFL)a%*Ox$)SAE^8?~3j(d$#(I~Y*}5CM&aLFYb)Ju7PB-V57F?Jg8a49H`V zGu24sRXpVMlWgMFQ?*zzU^6$GvmE5Jb^kT16p3o>_Rp zf-p1R-nv=W{UT`r#~@?ebgo0jJAdIPnT~gPQ4YSVlU%U2zazezeCyGivXj4_pm(bQ zisX*9R#cEVkxt?VDeLsB5HOM;+0VUoTSB^);fmkwEjN~?KzL#^w~FTce>zX4=`u!l zM=Xx&eMT#C7ii%oKnom}RXNE20QFZp@e6EPc8?rtsT%Lv0N@M`D)8&~%lha|Pl24i zl`)3qP(6>eZpm_uZ@C*gxB%BLYbaZydWKwN_N#YSBHg0rAe{B>U6p9_O&wTlM%Cjt{RyRqX^@vFNgPNY|V49Run*CSmilPOg&m>XYTL}xJk<-|B!4<*I zSeAr>%_4c#_3d7TXW`v@RMT|CxLE97+9pC}JDh?5`=h5$=DBMnPH?E*t#$Z+ zz&YzLY^50Qr{-hnwmKY>up084#v~|}S(iPt$0ofGLik+QULTWEy1tq2O0iEuMX;_Ig};UD0cZZZ4u?JjmVEl1vc8BLL(O2sy|g z5l->8zb3DD_LR4n#TBQK3i3=$$M=j!Qc8fJ`V@%(; zT=32mXYnNe07}}NbVhDOcDQ|3-CS_fAV2reudZ&2Y91w!sxOmZg4rAnS;*Y{`wgS< zHSzo_G`I020GW)cBf$PF@%q=;8f~1G8fC0CrOzbLt4SA>?7N;l z+1PuG_pTT(cIRvCc9w*z$01{lxX0mJakR;6DTx+ILK7M@Z4B7p6Wb@fbGmCYK^nG6 zCy%9cR;Al|=Nxd@=xC(vBMQqxzlWsPWz#(05Zl^YUo?b>ZCtvdb_Dk|nc?3DSZE$2 z*0qS-z2>PYeYoN%^PQvWc_-;zED^kL#~aGiI*b_@09g9qaakHqi!?oRP`uOh`}CIb z&5F+fQm(i-Cj@dc+*e)SLyWifo4@V<0J8r8XEC!D{%6}vgB$aWfqLg0=B!P10#6hV za~yNXa~x%WXU9+ndXb8&DQCt`6lbZdoBse0>DT(*hO==Tk9T3XzyqDRBN-#P9ji9W zNQ1?L{v`6`XLAAi8t^T0C64AhmRzF!{{ZFw74Lp4m0LjbROL&L>s|}uO+U`Njh<&n z-F7M8fQ{FY-!;om{q0$vg0jHNnP@%rCb`pR5go4x-i_Zq{{Tv*_NUflvySFfh^|?k zPt4;T1y!CIbjVgVkzB|R%%_I!gXvY_i|q+-<;jB?=tuRhV%^ULHnmKCpt3Czc#FUf;U$U< z5wG^ zZkAW<*!A`t3YN>yw$ovpNCoA@JKk1Z%#n0R*F7=@Pp)e+V=df2XA>%`5%PuQ`NlKt zQ(j%gb9Z&u?C8o7KiN^WN9jUVL32{l^uZXpDyZ+B%A5cPa6KxvtF1igT?x!4B@)Z1PsBFyjnX;wBluRO+V^0h+tALq)QdDS zC;YKcq#xoP>VGyV)H*n2^vDDn>oh-unziyQy1m?X5fT2bKi)`wy@%^vrJuqd30nd7 zrMkLcIWpYs2k=lTCsLZ~bjJr)T@Mnty4b;ED!_g2YtZ~Zt47)tj@emVBid9BK^#|e z{{RZh!15-~?35nsaVCHCD$Bh1MW=)Pf9DWt&{wC9*()AUJ0^418;f{9xH8k3jv)pLA;Yrd< z>$_QFj#)0DXw@8NasHKd3v;0=#|o-ko*riEeTSf|4HE2GUBxg89b6pu$3tCSwu18R zXrg5kArhfI2t7qwNw_P(>dt@g33ZP{!hAPZhGypzDd>A(Z6a7xOgXP$d>YWA;(mfkP1(j;q} zD=k06?*o}$XhKZ+QUMqtiOxEap47UIJCr;@c^$WoW`j|`mf%TlZf!=Iu|~dIlo^rA zv3L1E-JWrrFG?$p@qE4VpPe@RxH%p2Nf|qMDvgh(^*Lpi zMbsJrlCeLQQ3T#*7bFGmlaV`}l7`d8Q2o+!A`yfWIR zpyji0_Ums9Dh}m#?~*V=oRU2{9=vvfo)Xl&OQ&lOAK0#~bQ)y@`o*Cia3t#FNM(*Oy<~=sfWEZpf8-zn}2OyE#HT1=%hoLuxEmq%3f;a@8 zafJ-Xs}mEvka+;@Yz*T#Jq>1S`kY=Ayt~tML;IPV&XHV+LbH6uP!MnlC67`|8qBuW zbvsijMV6`q0bDD}cEpSb&>-Sd$T=_uBG>kq} zB<^B=JY&|q!$;AiyZC=+=1lV4wUYk;9zzv5T#xSo^5^h9E6g<*;kMW8yflM+ag%j? zz<;lC&pz2bE2>`_%cE&WO<5i{$@1NoB^35k_0K1zWl8Dpbu`4(jrltsdE%`JWp|n& z5sxgScdkyt>U$>^g^FSKLhOIlN&f)En)GkC+h1f{w$^6HJc3WXbABc8;=+dJ*DR!D zfz%J{^s0=$%Q%xYtSzmtbk^1NaOO#YREb#aTpV`qkyb3NJWH=zHLr)vQEB$*P~6-$ z(5J4|Jd#JQIIc&-l4|!se`5WmuG7wu(q&Dj zB;|ojlYmEB;lxG3xl3Nhy9wdl2*wNE>UjRYq-uU0xbp9jcS)8L2{){Vz8lx;TmJwK zG)XVKVW-P=Z8BS`y~J`!83^SDMhWZ52k@@;-%Gafj<00}^g!F$$k$FJTxTCB1a}1g z04nPB{Y7nID+`d(ukONufyM>}WbqcJoR+1}7dIbfh1GRiXf7jBD8O8tw_5X!bHsNx z`s@(d!z9M<_eM25yZ--5jmpu`?R-0=-Ra&YihWt2XIp2M7~^fhWXK$z z#T8DQSt)s5k+i=P&(x`SLbm9?7yCWi%@Tz$|Rj9~Ni#cb&} zb0yxa(#VZ8F``DwyGd5gSdPbxamN(p7NV52OIs49cXOE3?scmRaW<)@%N%OIJ4EXs zQ|bWOKqkL-oQmmmT^X&ko0)E|1TtN`Qf*Y+7ic&H=bpUQKC616Tob`lyDi2lt^Lj0 z=$0}`YjC1C!H#5gSH>~8E_V_5R#aRa+KF;= zy(wxapl(n0g?DRYPn{V~;Tf4{d=L`o29qZ*Ceeb8entSGw z;_^ee-bTwGO!|E*>#T;#k<)?*;MQg5hBPbq(mRbZEvQKzQ#4$kU8HC6t6PZk?}9p1 z(|98JH7iCIH#c5nNhUy$U0A$J@HdEN@mGU%{buDMj(dRKVnR;UA&AF3 zj+MV8k;NNJEQuUwGS2J(1JsjTf5RUROX05tL2q)bmlsmC)5L$}p6p?LxC1`ssr+8j z@3mh8NR}dL409{Z3_zXf+>kop;L`)Vj#%c6Wr{?SHyKw(46Hpt6#C&l581ts!;2`K zPOfH^icF<;eBBfu;qUm@bw~x~j`WnYFe8>-h|Z_|TC+Fc4S98!K*zr|>Q55O1dw!D z5TPTsMk~yth3%$$cmDuc6BKNEjw^!@pEO^o*FmmX8WDA-MQkCvy0{WM8-k>(9usQg z1NqaV>}pK&kTcC}wljN}+TMqw_@Nfo^HWS!}fU#}NsM z!1dTGy470&kD#s};x->guzu!ne>lZ(VgCT$PeOmdI7@c@=kSg@nwm^*63e(Z90uxr zg;L<)9jB@;im5Sd z9Go75oaU#|nd8(qMj{Rnx1Au*k_T4Dayxs~K@nPQy$x@->KZ<@*DG+&NaVpFh!KwK zj1Q(OV@Gcpg8IIT4b6p?p($T71Rhhc2cCHK=cQm+T}39R975d(ohVkCW#1!Y@<}{r z=~lJV184T9BmQT@5Mq?-HzE*pc6@+e*x$NXGUj z_<(Ns=aImwh}ReTanm8)b*N6l7%gH``?LUL{Z2XhQ*5WzG;K}^rPJb$S)%(o$2q|Y z-G_C}OJjcUTI%<(<4(FsV2)3-1C)T4R|7ot+n-tuy{9VQ%j9Tyhf>vSAU4kgNgvsx zx3#!gNjA$E8`eA?2|Z7I)SesC<$_zycf@l^In!fVZS7{5yFAPbAtTTMn&#xyBaZSo zuJ69tX&GZ0#)o2)j(O&r4~wpC@9wUeG`jm;v9_5e&KYrl!yOI){e5Y&CsG%^$z@P& z#-hzVzM_t9CA!^@yh+AAPjAMoY7m4&STsx?=D16c=?Ktp{nj$JO{w;Ks{4=Uz=*ij!;7xa45Eqtuv|9betc#|=k^>`fWXj_R58gcXtZxVC zi>Yd+;_3qSw#()eZWc!Dr22aOD^FV1=Dfd}3GWr7h>fa;YB#1m6m}ntbJlmf5v2-# z`fTW9@gALhtAS~8<}@S{yGY3BaqC^}mFSw;2?3WG!wxIQY~|9RyLqE{l1V=E2hZi{ zT^x6tkT8~6BN$-`ljLGLSC3MPPu;z|&vr7Dt zHn%0^vdeOj$1&$>Hb5P^{#v$&IcIIPj2;*Y2kme zYj;|tTBPeW&DWhEQgG2@i12vp&T2Vei&ASwl35jPr4pFcup}UG8`Ni?!nG3i86}c5 zaL*n$fO-?!p-IHer_j?bNXM;3BXRWURPRm2#+@{FcOu^9ml4cYcEjt6Y~#&{#$A-M z;IbSLeML;Cp)r8t5V*RD2Q171^fl+6D!W^+6W&~_6Bv`qTn?(L6n>!BccxvlOAE`7 zGC6#?2pkeS{yl5VwV0bv)-P@6KQvP?>-V{$n$zZV)6!1;ieQ}jWYU>Dv$Z(LCjzr? z?8c(j>~3U)!zY>hzvA|*m?q(vo=N>HuFAo8a%%;ZV~r-0e2PA1>zbkC==|>uTHNCe z1mh#n5J&VCKiZAEO*Y-ZNWz2Hj^6aXBxSnrHQRx~3o7Jb<8Z|~cU5CAF;7@Ec1p0$k zH3rO)0C-i#X{{R=+W`8C)X}u{)^$reMgaMe4ad<(C-fDZ=9j+u8b&hZbk|!Q*MKy5 zm&?`fBVV*Kfo_CnV&kayKE9Rc(7|xe9Iq4+#B;s5E$vy_Ww?wk+$zX~f}@gp0gpf{ zdrXO9w|1BJLN>uUAy2+L3i+2OUZb1;0ERt!iZo%%9)$MrV%A9&i^eihihuzAwNm2J zSft!yXHo$!n?`>M=;2`-w30H27Cu28{eLQ_GAy?6%mK?}1tT9WPBJT^bXOt43h$id zCPNg)F&^MSJGXLw3eCA(IF})p7|t<{D}PhARo=`?5z3r$ryV|(g(lo_yXHFpJqH;) zSD7_wSoZMq=2tnLTS(LOB2wbeG>4xs9gmNw>s%Lzyg75G;&@9>Y7ZwLG7i}v*1ala zW{G^wrIE6%-rQ!W$tf|((>r<|K|Y^DUXBwNR+C9PuEb)nG%KfdXWbmP!e0+Ix#MWA zT?w?)&)Oto(|7O>&!57+iPZ0fy{k#PZq*fuSUM&*yqUX4nt5hUZW;Ve9;K1uFoPjvU!L3#}E4P3Xpv$UNdke*lqLg$m~ z=qndYxLICCUPw?kc0Wp?r1(nuKNp=^T|`N2!HY+exwF{z!2Xqds?P4hlX_Vmofe^M zX?bp!Q>0IFn6n07 z;aqg2n8%;~DCDkLoJVpJ^qT zdrM`COk!2ZBp&$9V3}GQq4VTtka`;W1ex<~E4vz(nvlCCQZu>K3^yGQdY4wYGwBdr zWO=9-CqB5y{{RZZo>`VpF=KRG;D+E6RzA`WhdeGY=0z)?*ZEP)a-!TF(G9CyUQQqv zGNf(pa6bya6@{&p?YkC{m`c310PE>k>AP@cY!E>w(0bL06=d)je9hV@uLBp9@-; z?PE~ne)4G!WOM4x{zXfBai@4oLRE$l3=shwF-AI*&<|37`t`)x9Ye%7(p>84Ah6it zI3pwkAa!o--=A9Z>P^pWkE6k0p-po=S=pZy>CFSox608+BE;q&oQ7k8z^+zpUsuW8O#NhC97a$MR)*{(Sb9ZPgTew%6VH_;-;Yi8LA3=d##*wJqjSAl9P;nf; zGP6nY@4>)seMdFT5pQXIZ7}};Nqc5zZKLG*R{?&TkLgvvv!4Cl`&`sK%$@BCV}aSWNe`re zb^7(L1??5Cm2Br&8Yv8x(ge${J7If$Ytnos6uhq__fEe6R;6+P;PHXN4f~o`&|DRdonK zdpVD0{^9=sWxqqseBnAtZ#-*V8)9r&prqjA-HI8{Qg#L!N;?&x8wUL&Lr2Yi?zaG`I)m(1YxQxXEGdAp;0^Mm41W@hs6ZaSTnq-cp`VXO|?m5nWZsgMu zW6apScQbybrGZSZhekcg#!XG5=sLE&dM&iO39hGZcB1z6K7zXe@Q=ne_RV#DYX!Bs za^`E5!1{&Bpe@*k!5%8nyfLah#-pM^st~}%HgNF&0J^8;{=W6<@_6S&@%oDmI!!_? zOKQ4WxCI;|2W$>in`k)Ca4~~cd>P<%vC-}H-B&}>H5Fpg8^u*C5ZngBPt48tk3a@7 zUTyJ9#LMALdh^5n8?mvmw~`Phk}Fjb9Q6WE;#1sqAdb|LaZMg|KZtc3DJOwdt?rgU zlJ5D3%ay@K$OLiI(E8C_{S?YR)A4VIKeYTid2MALWO)tZ68Roz!N4Ak^L{7Zybjvt zO+Mv<<*o8^hpPIFe@gm!WB&j^5D3;5@^<-9zBX};DHz~%2a5UE#n#5(#PUjF7VCPe zIYnSZZr^wV^$l6nT}hHFTwDvsf(vFZHN=Y?OOyAHPr|)}LC_+#g3=6TD@5O)??3my z5=pNw_;;p#v&J_UPIpCP7zyd-KYyqI{&nuw(fb8+B77t2P4x+v(5cT>a*t z(t#+GJ(!B3my?Nvu}QU*9-qpuk@AX_l+%*X^v?+ENoDa41k5pcmXboR7z$KmFbn8- z$Kzg|r0O=7wl^1fR=#;0G_1U+2Z5ibKaF#GAB40mBf|){meAd5lPbw^a^rKMJe{Zb zanp}Veve~qX{S$fdoa3*npKHjT$Tgn3~|(dEPL0LTBKX|9>=45w(YoTUMAE&-x69x zB)em>Bm@0mV}hsH{{TvxQiD*oFv)W9tagVdo`fBx3Raa_>3W6IV6GP8SW@DgRi-_&x#L~2Z z6R9JU_|~-Btx>yZXC=uJ#pb_#E~#gy>Tp2>Z*rn`jGPr5mFK2$itU*Fre8Wn-6Wqj zeLcQ{yw_EV>IDAJ)Gdv*zyZeM7_scZx)GY}w5WVZEu2@cq1>3t@aj|s9-uJ?6tNT} z;*~TwO<&$OJR_{bquT0r4$-SU^sHib!TEqAA6jOoshfz{76r#VSDtvARk({BnmJ>FE@XS!&HC zZNi;i5Ajpt7l^dK7B-KgUNwXkh^5^C-7_+V_oM(Q!l+T`1_dA%ku<(jdaks7ib z6v!uV;Pk}^4xb$duSzqD_{UJyb!+WKuP(3d=em)%8BDF5`(W|-SH1in@qV-79WF~P zQ6At~qiw!$a@Z+^W6+#2=dS{rj)J-BV}dc$HRpPh2G;Kg>Gp>Hb?9k>x6qMZd8v|h zyWIZ(&vyQG#fa(Zbx`U)KjE%=U1H|L$8cL+OyAkp2(hAV7)Nda&t9YTt@S@Bs@EE2 ztg|MXe}=fvhzI^88e#R3PyRVw4dvJ=1QNgc zME2%j4|9@mKM&P`VU7|-Ke>}5XD7no0% zxNiDqn(e$F0MqBzk=SmGs^dKE4cF<&r6*{ZRFknoQL(ksd|HAzO2DAb%EvoM845of zQfa!C-i@XkuYlHM0G+g+LDmhN;H4Ku!2HctaSn5vf-6J1?REV8+hcKzue z#B-j18r;<^^!++m^xLnr8Lc8xL`6Xk!*eTVxF)j=%yPir=zzqh8;g+V@f=mF6!kOa zO_=$!&*f1Z9y`>NGBW`h6;bMPYWAON6qYwv69p`U1O)zkQf|gFb~AR8R1T!}rFF+X zoOG?bixh(93FC#uurY}pj~k8&QBL~=XHeAbh8bg*EA%<%`Bd}uCguwsed>5aGYFL# z+5S+g-1exRHjY+L;smL$Qt)?#e#vMq=GZS?avDLA68`{=6)Gqzv%3R@mL_&uCA> zKf*~E5^6=+$o~M3c+XGwnzbG~O9&XjqlH!eC693f*CxBP($y4_LpkZOL1Xxu$(KlZ zrjcS#GC*+6EQOU%r@8h66~^khZhciOHXej+PCEB`vx>RbSM0(Rk%VjWB0CmQ_#U5y zWXEZ!YfjB?18mM(M>s|I&3bxhT2+)SHN~t~6DBuFD(3|B0CxHcv3+RUBY>dYCs>eR z1?~X-KN@PXkHU;+g`H>n$=P;Cn|+&4QNHT(c_bqN;#>wJy07tlP6cae)&?yj?Yf1^ zG$V-Z?bsP4{{VaYzfQHkt5~71MV2%sS%QVyK2=_zdw+#sUuo8|Np@D*VR(k+RQXE& zR5^2_Dd1}AsZW3F%*fPr+k-Q~9DYP1B7!*nP@vU4A?>Y<%_WLl6$3L#^9cR%Qrz23 zD=QQ%V?Q}gtUZ3Tw%_UK*6>^T7IA=N+Hy-1fLQuwwMi)Gc{FKCl}pQiP0JJNHq5z? z?4DnB0e2t66%EmwPm!gyVvLw1FWn%FkCuyl9uapLYzXD~0{Tcgsr1ikzjnD&Bn;C; zG0#>{PjV?Z#P8>+RX=HDSkN`pxRgY|MKffm9SJ=^{{RZ_w0R{fA(_5kFciW55$pQb zkxv5_Ss-FD^D7Q9_5PLH_*=wBP_{8k#mqwv2k{T@3gN`ivgV1Cy7y)G_dOmPkfZOA zMNR#u(8d^^+-E#ho#2RVwMb#aO8i5b5_@u_c)8pHu81ct^()VwkfxQ@9g271c<-I7#)Aw z8U9rtRB5XktW;#R(8g8Uz{eGCG;)~=N{-^9M}|eqJ^IgoVt)+4~;{|?(UY}wnx1M=bnPWo97|-tr{*~2uB3SQr!cC>DZw0foeoT9M z;9%pg;C`@dYl#ozRz(C@>@^F;{O0Y9Y_P9`qs1;X4tykNV18aY!Ufq zc^-~O2lT9@J0K4%q0%x)W5x%s)}0=qJ-o2NJfMklwTGbRCcHXTl0AB~okMmvxDhy3 zmMk11ovZ-d2{wt|KYUs7jz7SP2bvc%(feEiBu`@Gh4)3IT=^_%}bxLt78-o zA~KiCV1c~wK9${QI1#U!2y#gv{*~s|7fdFN<6@-q>-DblO}TBcOY-OVfazVeuVc!J zI_PfI0lb>wBDMg7zW{K4_G?p5()5MDZE_1cbA53b2J9|bmmQC8D*`36)Gw`!*5+8? z$w1MPfxUe`mD0r~$1=$%NI*X(00Y#MT+o**BCKwWHJJ-CgPovf@vNEkMr-*krDJIt zpO!}B%pS*}qVG_$u!3Oq zKc#5nI+`OGq_wf#*&ikhn})bja$m3IR-Khf%1OsUbASP^7eVplmlqJ(>o$?v+)Q@E zG)h8r6U=(p zcynPnZ)@D*+2Ko4_U9P;{QSr3Pw>WzCyBgAXQ!@wxh3B_{{VI|%OA`2HL;|4M^o`F z#`{P%LU?PbepLKBwR*pXycc2Mn-`q9mg&dOGmIag9ff<6tdwrIJZg9ux!JuAbI0~p zix=1}?PHD=jHF>y4Y(N}%DjDCT@^=m&O3ImVDT;5-e1JS<|1vRXVi4A2IIlnovv;y z#5XaVutjV>Gt&pD6&QJ>tj?Un4K~w)y^I#qyoijia-)N_2PD>cVou_InC({X9$@Es znD({`H&A`+z4%SwbnzCj+NJzu^t%QGD-I@?s9&J!e+uhzeD*K5cy+`7v^)>RcU-#;t2FjG47miVs=3m zalQL~0=)JHyu7%!)$h_dgG{l#z-47j^iVVMj@>KIsW&%veJ%$Ely3AiHSJ6LdrJ~S zZ1(p$UBXG-`xab{14$vMQfePhcbMKx31~N8#EEfOzMoJhQ{c? z$;kSCwXJDwW~jGP#(@wEjok<#Nd0)OYVP(~wF?-X#E&K+k%8k4f`2eSTE$&X_gB9f zddSh+!?~q!akemWbNq+7sau=QEytEl);ej6t}fe9j(tJpmOcA3Czi*qI92{%m2~l1+(gL&+?;U zY^!^#L)I-^rz7uXypQ8Ag_b={wfjU0CRLJkQP(^c{10EPcit1!B-H#rX>&GOWz25> z0NyHbpT@2DveqlzD&1#LV`qD32m7wMAE>6L>Aqva#!*ssXUs85Vh53i=bBR6j{W2j z$OC{VzqEZm{^HJ0y$pUB;=344u-j(HMe2G z+&xAJsZvGA$i_O6Ojc<2&k6X;#U3oW)2z$AuA8TR^8Wf4*g^%z%yyo5CmiP|JXa_2 zV@0>L)1kj;JiFGsXpC`^V}d`Of`W0odCP;2=bnPS%i)XYH@*S18a1g)Lzw4|Wd)i+ z_qTRz{{SlT-`W>cjp5PsxvVcm#6ZX{lL+v@n4saWSKsDzd6Z|7Ti7g}5^li5i!iG6wh=N@~$SdkbPaVOpOp-*3 zHj+jPsxnC+57xZ$+s7tf7R#mETFCcPNhETJVvvXxS%N!cl-+YO|F-fcF2QBcT z-bnO`=bc$*p6U087(Xr)e_Hk%KpNW~xy~!jd?|2lBbMOC@tLltl%tF?7Lc4DanRSI zSTFZNZ**zqVdYDPYUM%T!PX%c98YFl6$QOFF>%D_F z%K#%gKpp-4YfHmE7SQ~;wPlI%6on!SAzTnXZik%axGhL{irPjO7T1dzAUTD1rg79B zwLgTsb!}m!O`_gP(8?|zSmc!BaBiUb5NaEpob9(mox#UOtX}afQ(Ml%PQ8{XC2<&8 z4)KOyJM-SX8XY@M@WzC;R&gn8W=R-jrEcYqdh!1N66-e05tQ63%6W_<0!bW->U7T@ zSa^p^iDjKF?-4+j85s~09bom`h?Hfoq zA53;NR5qEh;AhUE7~>?O1^7#~zil;yZnJ!xF3#J-y1GyE7phzN0)Er%p*I zr@0qR+>ge0(aEQYn6~tAR58itujyR8dWV`LD{v!?Mhf)(YcEmMF10yXuBFQ^cA|_0 zscfxUOKB%){zNK0n!|plMx@pbC&wx0bZ%4__syW zuUf*}Q@4`#Jcof_o;u^P$F+GH+(y;KY-6THXZ$nKB)ai#6*sFP96qmIvR!Jbp9*$m%~8 zd^M)(FKHuPNRgedaTGhF2iWH)>IHQgUbUxdHtRN@cO2--8|644A5eJ}^3J7gE6?Vv z1jhV;t-|{Z*S`EMjzsWPtT&N?b!{Vs1boq>63V3d;Pma0ntcH7DhtaiZAQvlJGj;0 zlwpAY_sBRra6mlN)U*NO`scv8#Lqs3sKW3NSle7K7$5GT&N1nneQVOZCE;ry31|@M z)}XYc2Dp{F$o+e9#&A8WdXk4Au;KTVd)J%l6N&X}$+3XbHy=Zf>0XdN@cP%A>c1|t zd&m5@ZU@%5u{$qQriSc#pOjP)+eL48b#R5t+?6ku$oWPF2WpW?I3C?83jzrQ9B^=Y zRV{&)rn_rvdh0sM_%UfJAU+1tse z&2MFE8UY$ywF z{{R~6{5hasUuqEE&c0Mp$Fk^d`H9+8V0X_4@Tl#)L1Xra;I;78n=7zY1ePuT0N1ZT zwedHEw0Djsf*WZ_%#5*eiaO)e_8#?=>dR{jmA%Y~JT;-(+GcGSNUEQ_ySkHUe^dVe z>J=uRqf2vQZ*0HwI2rD1h4Gh*?)68HPh#&RR}S)rK^QBak$CI}tx8V%vg00kD8XuTI*)}s zLk-loGFi!dBx3DwgueXqxcAL-^35p3E*U(tfV**zsP(Sq&s@IJQ6#aMT^MEK1@^|@ z-OhUVqf+q>pRQY&_3a=ufMIVej@hI7gToJFTf(!wnbB7RTAJqF9EF5xw$t2%^C#XR zfpPq2zAI7mh%Gd`dzqb#tulw_f;VBRo|`-xd){5FhGn+m*fQfR+y*1I1#}wGwu{3W zOeMEFLXu66p+`TNV~WyE-1FY$U2ao-r7h``EB3}nBVG|>UqStA4*Ey3)Rs$kDRYk)*;XIf;MA7yQ>R<0ZIXE+#KI*A2^_qy&)^ktn$gm1ZEdu;?(gmb zHOCPn9(=s@1J#cw@UCGsG%-mQ(Xj&^p}8fAInUFIn(xH-a?89;<%9C7M;HnK=m9;e zE@W*w6=iE0v0KD7C63@Qj?^{7lDSrp{n4LpzksUq!14Ld4>C8GYXcMYEJxFm_*Mt@ z)ZwOMIo{2dB%02f#PY1kBU~Uc93dxx^c2>+6)G}|yJ=k4xs`s{(A+Kvx>zGUl~?9- z`2ar?SQnR3TwhB&WB2k%Pd>FmO=MhLuKCgMUGfhljb%Nt#zT$2T4@DJiLD8qM@bkuZD`o;QPUmq^y)p0N2lJdm#rnpKe}!o2l!84@u-$& zbjzQaM#lF8fNGV_0AY{1aZ8r^GYYjocYm4M>V77k#>2`+LwhFfRB(%u7xC{^bj$mD z9V$;KnQ!g}Wqjq^*q+1uE0v9L zo}Z&%M)BR>NfOGNf7PQL;Cth#uT-(rEHsT`d8LsS#UnPMloBB^o`ep^)}8Jrp_gx_ z>pD$>v{zQ9++%rm8C>^1)sZfN9lY0?mD}m=9Y)l2+r5r?9;c4ga`VI~;t91YShgKH zf8ALPn8C=&&tcS>=X^!t6K$up`m}F5v4YJ=`D0LUTOR)a;Y~vNAvxJyoaV25yHx~> z#ro|udBhTqhRVmZau||zry2Tz#J;8ar$uK@{NC0R50Iyn>@d#p+} z{*}!veI)cdDdjcfeD-Z`{@5PU+U424_m>IIeZb(>^`C`&NvPWuw$U$Bb7bz1V($L% z-HZY{iuRZBWT;9caiZfOfmxsMlwE9LEy}kft8K;?)9|dNm_wpEY2=k(#Lf=W;fITv zL6%DkQQys*asL3vL90pdrurEcNAV4kI=0{vCLvF^HPXL`9fKFRW84C9RNGzoH-=mu zgtuD7nBDk;Syvt-+ai_6mPo+|r`Ook z3AMJ~s2puoWX5|QmDx`ZC2J#&tgz`j%keE~_gY`gB$|^$E-+(~5)^(THKiTZqc~`8 zqjn$dkIuM;xD&%VJEEj+%(?sQSdO2SHXGIm6orrup@7J)%9tq6U5}ZDWmcS=U%bBK z&?7wy7C9NnUX`1!6_ZMyG;F*(W*O=*dFHu+s`*1P8Kd@D2>$@)-k}&6H-rOv-?(^NH|I@T-(vEL!1-y9)i6F##msoSz8J)GlAZ``@(uIt*uSt1}6Bxjz7=~!Me@vL^XuV|AAGMSVE%X%RC_x7%W+u+8Cim!KdcPxNlvcH#~ z%A(Xh2>5d6=NEU-NZbZ9ZqNPoSjH5T)Sc{QDw1)sv4`SMh_P!{_O><=NpEK)NNyd@ z(%As)AMB3)wV4$5lG=rm<7MeTyIA95Pa6Jrbv z3=xr7S2`Do{4mb?o|$sCN;3C0#b!D6W7vKb*B1}6#~E8d)vjfZFeF19MD5G`r21pi z9dlmQ;O$-Y&kfq#PT8GC$xru)@A!^u!i>{uX}qItZN@c_=OY+iefrl^;a?N~0Kz}; z=KlWxc=Og%6bRj)pdW`P@TjdDtpZx3srZR{qVC=>dmIm33gWye;e+B^*1o@BU8e+8H+LphW{(b7*V3zgEp%nO zxfn<-gp54^T-DC%Dkl<*YE*S1jwj*@3$02LjqccSolQmB==KW9{8KM~To z+_gT2jViE$j*7;{rEPa%rx$zKTgpwOZ6Gl8I41_UeNR}QQgI2Jcq9mec0Qktby}{U zYOom}QgI`4@);gB2h`^v*F2ZfSx6_hzJ~kCJGQ;Fa`g9Je;R#98jdQ?&G*=s!uB^B zhlp)V5J+N%P4_#&9##Pu=e>1T`d*FUy(aBa?kjojq~7g2Ze|(a068i>Jw-Fc{wKT8 z^y?vJn+w}ktnj^4b}N@<=T@QUAS<``w>A$S)J!Qijd_WIQ%b5xwFK6d`&l7i|O z(8Xf`ksR|ZycrLv{{R8U*0uEO9YL6xC3xdv8_P}?Bk;vkfa$tq>ns|}M=Eg~uW7ge z^zHdo=`JrXR3mG)67!v{n3?{&fXMc!<-VtM>Zs}Y-~5eOZVkfhS7?AZEXN1=e<57f zt>ndVxJ=uekPJw}pRI4QYSCJ%+v!esb&}oJY5xGed9Hry)5J4L^659SFa=Y1I2rdn zDKyEaI4jAtk3sN=3*k*H0gS*H=hTy0UMX=OhQyp?UPF)0s^~V4W24yF$%7;?sx~?U zj%v4$Z#qPlssUZepTqwcc!j<^>u2DxosQjA;=|1M9*_tT7H>r zXrE}*5J@*xgR=d7YcAH|V3@#woxFqYI@H&<@w;;y2Lt6`arx4pGj>KMwxi-3xm-mQ z-dY9WRj>!ry1xQgKD*)_Hs0<~VNv#rmuBdSbICrZ0=&pd_lyvtmM0s4$LC!{epGh8 ze8GqSZHROrbkF!!Qi_GN1L>_t!rm0|TrAgmcAt7PgEU}n2mR&eKaFwM-vRs>$IV96 zt(R~cVw-T};B^G|t~0{kIKA+{hh??3iX(M%Kb+D?zbXO%0aSH7R&KTNPsNRU91-g6 z7SWk}v{lFHTSlsSBCdL+&XZ-~__Tiv>2o|$eXRw$!7}ej6z(q|EE&!Y>~gqXRE{gd zzA)<+8sCfVF5tYHSrwiGY+@+3?HiOiC+`*uyMQr}4sl;V{5yMnXT!Fd#J48$^zK>Y zbOZN*^&|ViPTj+(>)Re(`$603jdgGKJ0iEyubXo;cHb*0IKh)R1QrC05_hgo6{;EG z6j4P0eR=VA?!mkVJTqz!0iOmog&IQRYaC%g7$6=`1Fd;C!Cif3@x9|-`SZQazW)HS z#RD=K5U58`xdDL4%U}RcH7ASp**sg}tsLn0aq2g=%O$&9Zfkp&ZG#~YFboK0INCT; zImbEw00@7xbd7TI_r!Xgy_t@|qPB)>u^S!v`F7xro4TF}2L~d6JyS%?7utkJta^>g z{{ZAdf30^qbl5vjdf;v3b=UP(kvzE`;Vuep&eJ4Ffq19&`_N?81!}@25^v1E&pb|!TM^lH1zr3fhtUnWYsOa7dz1A%x zR+c!k31O8iP6kC;@NbEK;V1B=hOFqZ%`y=xFF@enNOkRP<@SlE^*mcZAyQB~1uqHrrk^U9#rdVc1igi|v!BQAySb7m& zPvZ}TcQ!Ifs(3*Bhvu71W0gMf{{V;OS=6B#i<+6~;c@)F`LdhYVFZYr_F2q%o5 z*se)NQPG~9X~J)sEbZ@ZjJD`wkV%~G0P&I6Cb=`=EkDGJXN%5&W3(x$T2 zK#pjzs~WcON%a-4X?F1Gs0S3jyWyGa=reQ`~+v>8~?JtsyOv+_Qg5kIh*@C!rjYdeJOHdNUW6 zQVxTABxrv<(zX66mwonE(h=$5DI7}y^CLfp-XE=aoX|~Z)^RG4Gn+@bnb#zlNfQ<`~f)3jP>={yhNpZG+)D{G~*E8JwuaO=>>-Er(VABA*4 z;O4on3u;&QT6L=4A3jFix=dh&2LPJsYpycpS3K#(!cH%tNa)%@pU*l?iI|-4@)tSv z=~p9;IAd7iMM%_PRYm}%rK-6hOG!&W3rWuG=Z{QLMInwIb6$6^GXDT?-W3@A?mt0Z zgb5u;{HxD=P(pZyvt)-nt8@6)kB{^VoqIxpYe?Ez>}4#`sL5ntGC=Qw1w-)G z##;*=SM6wGV8{ZVppM_IZ5w+cWqxz8nb=0E#1_EZN3JWH)NX$89qU^5;{lCv8t$d# z1`5CsKKH#~moqL>`#832y1M|^ht>Kknc>iVs;7gvR4aL;pf zGw`8CPClJ6>r{06nIpfOQBp*ZBBD6{7H|Hxe>&S+vu|tm%cO!?=F23K5OyaZ{Jn`h zgIhPqv^_k#3mTC2lHKTuBsw!$Sm}1UTE%=^BV6t*BpotA>7FYJ_R333>(FMArNL)obFE4y`xqr)+A!~qzfZ5$uq+~*UGX$; zJWhP+3zbp8P&yA_IIfphx{-V{ZsQTXDk=w^Kc76o2jz5*|H5nzC4y3L?&*UqIx?ywTDMK=^ znJA3OC*59yC)&2Id_!*pZElJhKRjH-{{T{Vuktm7+kVut!6%>RVVQPg49D(|T5OEA zjFjA-h5rEFTFY~%tHUH7V34|U9hV>x?a4J-;o^H~Ay^yjVqjIl`Fy-`G4EgAz!+E@l3fk;^o@O=kfvu49k{YK5XN#J?k~S&!B2NmQPLYV_aCS_-12> zUGX6Uws|#b^5#uvP(-&+F5V5P7{@J+0W|p)rB*{Qm2rUQfsWrwSf!4}(%rJ7ZM#X4 z{7y~J2p7%n-=1%F%X{VZjxuT~9qly^e!KpUTtRgU0S_Pwj^e z{{ZcPJ+WN9gykag^NhGZg>6~~)Fy_;*>iC;yFfqAxobrx+djVmj824O*&8}mhqNg4YXKFcd+r7cOEC(do~%!E z?OmL9uC4|Mj4n*M<35$)PZLtKzjdTbua0nBsNn5<3!~dju-LP+sdCb@Fvr)RKGk+V z3+WMu^6erV)~Th9JuSG9oDHC0{vy2_ z;o?}@YU`@%awgk&$JvrY$C$+6{sTDr*PH2z85;|g3^xLL^Uzl1)~3)%BT^YQ{No(s zwM>lTvDRz8B8G2>T6UuHG@oU-%+HUM1NU%hAMJ!+K63j+j#(NO7vcVs;ppSL)~8)Y^?qO&VkADx-|A}_$}n1+(x)nt zv{A?CJ`>ip*uq&4FHhUGZf;eO1^)nKXXZ8A*!UB}x-vl~pvO|Ug>a2O*wV`VKMd$??wzj}Hdz2}IdjBJ1fQNRPWbN9OL z@I;OoPYk*3Tt(lAm*&{T&#~gMC)OvOvAm4`019(hDm7|rBhyjBVb=F&a{Amh%8^8= z8uU<3FQ`iW7IzQda|{p6)|@^M)u+dsExZfrT(KX36{5pa zkHp0BvbXNwSewLuyz>!D$P}nJ?NshH=^hgp+&3;d)|@^FvpM*VN4gCj z)TqzTVM)DdgGWvuL7 zgQp4s_Ul?l6@Ris^4Z(tJc>zVL$TGAfH+}MG{p2i`4#EcTB-Da>c!ejdPbV3GsY)(NcR16X=bleeihLw$|&(EsLobw;UToR zk(ES5?l@3-lj)B2>b?y4H>hfcJKcYEm6^d?asIkN{{XU&uQlqP5cqMVcv)6uPqu0p z`L3p3NBe{LN9$df1UVSv9dTT9#7cTcL!*)qe(8~Ers>`t(<8RAv+|%$5*QP6G5)9A z)|^VtiRgPhb?(9LmWBo_BAZ6k0cRRpN-f$LoSmehRByD`&3 zB>{Zaj|cd1lT_{P?H5&GEaz$CO#P-%S$XUjp1(@5WoWiG>u(5=)Et>5Y?4n>O=jzU zDYnv;VUIT#EOv!Xi}f_+%9k|s2&qZ(!&72;BZ4CGx}pKeCl$eK{x4G$$zz3yRPUXa zJa@pXtzTQZy;qXzQ?mr@UX{e^UL@0Jv-><(1kWJJiANxJ2D#-aRDSBv?59Oj)=yKI z)|%%`n%XqGf3h-?3aC?@=latu^$$BwdkcqeE?KDk@OYi*LJh$n%p-w^TT&;>$xViedx-1k5xXzRfh2hV%zNICmd#6 ze<4v)n{v6|gP$cQ8+AJw^%#Uj8uol1tj&^tAy_wBjkJ=4YlV<0$T71itQoZ%Nya9& zxl@jUE8O>=ysdTeyDDoJ zKWv!CYdye)xn*AC({FFav+QlO$JAk#?@+d|+aL(G{{XzWX6^Sz7xAkXcHVoWR`Icp zLx|xV7e7J3{Bu?HO%~%tfo@ns9HsoIk~5zz@yYs+T1$JIREls>O(*!B---0AEqcjh zyJ-H;X_je`b0`Cr3P()in&vg6vhfwIoEkmL+O?`|iqhdWB%kiLP2XC}(L6zUqrn}Q zmM(0v!JuxZcMNmtbJDJ8`XrjBnH|zxM;Lc2v9flNk%B)8ZM$e;3^ZWcs_og8G@TKC z)S~`5fQ;f~D}smKy1TtLBd2Xh-g|ZFwfSG6AJkN;A+&}lbpq2|MmD6;K2Fp8IsPH+ zYK`(+*+C@mUd;kA0po0jkKY}3{{SiyvMNcYJM)vZqMA+V-dgNBGg?ud9o~$)l%(7{) zxNByaHXDW?#kaD9`SC5#U zPqnsLCz?f)872F%afZn6&|6Z$PGHi5p%C|Yr zJx8y(qMgTc(zNKjH{h?gYg5NPvd?ugh#p0Fnskyx1_+a#!C0K-Lhi;v&N-|90Et=! zrl%Fnw}hozn4CJwZyFakVBCcmAdoT+LB(Xn;yo(+#M0hhJaO4rBHHQJ!zE*hc*yl9 z*QqBpkK&8_U3U62WoqMQa>M{g`g&HX7gr1FdNz;a=saiQyW6C)YbjpZE%BEO3n3#Q z+CfKk~Y+CNn*otuVh|>@ip4`i{Wm8tUQxh z1Et?dk{U7lrzC%Or{!L6eW2?e4QMU(h}uhYI3nd3v~B?7=yTZASHnqak6R6nr&HZ~ zo72f1(l4Eyuka7y2iCZqPhD8A<%Zq-_{Z=lzz5Kpk6+a8E$tpSXJa+Yj6q(4KA){c zq}e18s%`nPmv2*1Mv_aKM@?F?za=&_>o;U6YhroGC606T{*}FHuh?H(s%r2UW>NdO zBP134dev#*21|JH(OJ*(AI^wuV{hI_psJjKiq=ts=wlaAr_AoW${N*#D}Q7Dn;`MK(3@1e(<6@B z*X>b&QPpG$@v@vA4^f}zSk{c7lUn+oMkX-!nky3c<4v>FZH%zSsW>@}!03Gss68vs zG^;CnneF8fLS-+5=M1I~uf2AjActAAw0Wk}ZxS>d{_i962Dl9t*HOQ`YkLSDXMDaR zVTB&~;}uwCHBH@|leP3c9`nI#6_}e##B!k$yi3B8Im(XTO3bqHCYy72C578dV|b@- zH|~wTnd$VWN8$_3CI`0EGaShoP($tvJ&tR)O(Vm0UJ|y7^G&k3ySRW!aXZEf?qQ#m zx{PN79+YXTnYAoUN@r)EisMb4^1fR-u*t~B zZuMJB)I=~w;HkD!!4m25C|vM&4*u1Pp;uPoalBA zV!6rm$30DKL*f#380_yXWVC5W5wUQ?C!jxC;WRx~OIE9PT zU#DCwmp9R0zz7W$#9(gvGJr*Ue}ueUW#a81UfKqZMQxM7=PeWU!Sx-%??uNtQikUA zjh+We^N$lqf8is$1ovP41XrS-wdWo(Ll220Zqme#KP-Pr<-}@}^EAW!OsO5qLWR_4 z<@KbV;t1jjrhU@I<_+Ah;&Ilo;Yn@pZtta=Ht!s16hP;ubH}btMK-G|Mp2k5{{VD! zQTV4~i)!F2{2RTe+eQQU=H)PDJ9fGqHka3#l+IJ0xV(Jf5 z)O~AcEiQ7^mbNLuIWowMP8qVq9=NW9O1y>%#Iose%3eHM36%L{gUkN_v`6J!fqYLP z^&|?{w$zL^LM3S$K)Xiv$c!GLeKT6rj)$?A*IcR++pqZ>_E$1o-&|^!lSgqatg*;# zoSoMLJr^8da6bx^%l4yjs_HhWc5W5EPc)-OcLBV6=YS8rW_gxz2_mw*%xxCqJg8K= z0iA$zj(GR0H&3P7>Cqx9eWvC_k**k$VN48wz4^)ftDeWFDJK@w_3}kkxQEWXTbntr zAIUpPF&*Z{r7qU;N-gJ;=5~!;1{y>>4n4yFhDPT{a5F|&=QYhxqO`&C%V6Suvy+vIKA zYIjzWwAPo>Eb^gQN#}a{9QCTJaPYHBZ|2*hD@0fx7!mU>ewAKJm66%vjx=UXjJ}7| zdLAktIQe)kT0EXJz+>0(s8Kp)QadEI{7YGY!w`u!ZByqkVndwpeXBa^WHuJcFj%SM zuo*Qa_4@38EhC7?pcRZ@an$}a%L^av6cNO-%W_84iWtkchw)MSy&wkc6jC_s2A1vS%?~22<@OHcbLuniUbDNul zMg!e*QzwNr#kXeiAd)vEZjN=qKHT&8Ruv@&E4d@P1wUm;K}OH1&g!<~1#Z(eI$J(Ne|9MOklS)hy$Tw1uLH;gACRxyk9%rF00&mTdAx@`TBV zVB~rZ)yi7x46C{uDK6z--I9e+W53=ts@Kf|vKfiXfV-5pUZ7W#hmwSKFA+*om5pNX zXU!2Ry2rEUQ%qsLstDxZNNeFFgVE`c_5l{PKOF z4|c?1SMCgP_2#0zUSjarX(l>J(IPRB_($89KX~V_6`4E8(h@Ekavb?`DBvGc>DHNf zeDOwMW+qu9`IorJu6`S*(sW1?XEHQt^SQ}Ad)F@~Hrt-PI!-#hjR|g*npADMN7^~h z9jhYd;jqgjjkKPT@I^-V3c~@(Vld2l`u_l0p>Zpjj!P>6kW}@qnpAAfB`YJD@m-IX zaGHV-mQR(=F_YN-HO>a-zg*W}t2)hTaSLSSOM-fjLHHWtgL<0!OdOl1XVCd<#wr!L zqqF?U3u8GQ>NY%&VZ}L8Nu5$PXOWH-6l9a^E7H6%@M~4nkuNprzp|{)K3M?F!|Bm~ zAIiF%lvUa1r7623&ny;sF3~Mxd1rHkjTEyIeE_di@ZZ8ayR{ddD4*;w6XqBZhnnB- z9*g|zwX**Jgj2xQ#w{Mz1mt0+KRmDXWBi5%a{BL#=DXaUYb1Hj(0M;oTorMO_J*go zg2}4XT-7v3TXW(KAH#Mlrs&qO#SBB`L>L76p6BX%*AuFEqI;KSc^R1Y6@rIT)u!^a z`$?x_c_^fT^*t-4(mox|&X*d;+9o5Pv%~T);^+ET8-%KBQJ(BRt%F>&)!%cNj$K>C z7hh!3Z6>*szm~su>Us~xx;t-$vZP;V@ea2Qs^caoj`sY|AC_yg^0gZaL1|z#ts2aB zQdz#I80Yb>XHkPp4qH+24c+92_+dps`sTD!j1{7C%i7{4dCA+d{;X$QX;d{Odbqv@@aCN^`@i(5 z$>q}IokNsg#LZOUM@nk%@ijvIwuEt!hm@-ldDT)i&ZfPfqr)qK6L*11hDk_3Uu1Topi!FOr z?)5q8?)A-zk!cr$<{3M4$E9a#8iuj3dHP-4XsjEUn*$ZqPprS1V_8VZ+@ubK8c+C2 z41}wNfA|Qe8AGv6SMoRuj}XkH@7$#Gg1c&;{3IuaX);%l&3ZW3qLwg{#}Q7LWe4@D z*EiaH(-@w{(2%Ojm{&i_wpA%D;$=08Z%HH1{{Z13Vn_qGuUe`#S5?|GwU5otc&|Xa zpH7A)KiO6f&KP+LKPt+&w(#}Rvq`2!3kKVmnU^Qq6|5@J{#IdDjxnudzax!ZN?$C7 zeBks3n`s86t=%Psg{+rXavUsi43a;f_pd|H{tn#h7b$Tx)9LzibLGebOvBsIeR=k; zYVgN|bbkt2eVaFXl1$-z4e)*)HYo2rM#Ado z9m`~`m}2kqe|-L*TJ?C~R7D#?s*EbAzys+~U8U37w03eNQnvzDUBNx^+|`JKEGVxp zn(Cl4;~S5z2TH}aIbKH{lvadttitIZ?F${cuQ7znIr{p03Ya!mJ6L-W%_h;mcYmz~ z7DMx8fbE_srLKY*Bh1nN0HY!oCj`0qN9ES4UTU`beq)~FbiibUUX=!|;s`YLFu}G< zjBr1NKEL5y1^xEvlu0;grDDuj{LSlFR>X4qu+^PZF#P`X^hZH|;!BH?(ZqbHaf}1= zAE~ZGQ@>b&l&dnver=;9Q>L9_Pn6)drDEzA>uGN_!;%pYyAP#d2+DH2wK|_H6{Dek zY2hC;{Mj5=mupe|hs5)3O{pU8hymFD0Fzx&))H%YrU8eTfx@>?4RV^r!PKr|*rny& z<;18tIXx@C4-Q#0VNzFDMVPfUNd=5hy~DXHwFYyMf;g=$C%`{rfv&YUnrRq*?%p%P z4^}?D)!6tG!V%e9eWBqJUP`>V8N&J~=m)=3TRQw}Z74^R=2gfW^S9iNg1S=WUg_J0 z!$H(u*H_!I<+_D{kL8jh3IT;s`TmukY_Y=RhGi$I#zkpscSp};j%~mmtVt*T0IgW? zvq?B@g*_KNzYc50ejZ*emyh&`U4TcM$|wEcRDPsarTjp%mfyv8 zmw=G7LFE=Fg)5)P@6Q&<|GR)r--m z$1IXXVq~9@lCptx2pws1SLNOG${0ddWEh zmOaTQfGe3!==NnoQJwFjCDd-^(ySUdHoeu~%CdossN|98qoDjrqzx9YW>WE^b&O&L zQOmg*XD7HE{{WL*zlgj;8cu9PZ8hYe2@)_^sQws~4#U1Wn$Nw|{70kP#@D(;mg^#) zC`*MUJN&(VwXA7WlF=AX6NaTP-cHgww$ns#Ss3;fYk4P;i0Z|#2k0sGhAlft7c7z& zo<&JEoNX%E&(^u!KjJmJ*)m^Q`9v?4B#Da@$<9bUv*}${ojr!5p|;Z$%G0u|1C_}E zl>T6fnbVYaM)YyCt47h4_4$t0^*ehMlF}$v;ciq+3pYS}kMOR452`1bJk!VJCe@Zd zn{S|T*B<>VM^n{oCYEKhD;$x)UL|D6jmO@MgVY|PsM$exs@yH6jSJ*+EyRcSaD#)4 zj{K2|&EEPQ5S$?kNm==w4}-KV15nc!P`T4$H!(<2!FKZ5l>P0Q#dk52I}NMy4gkkm z%F*dX3HN>{{U5CYLoes zh}8V4*XvtQrLL!+iK?L+A_!#&j!F5ud(i@kX8F!QNNiV7PN4f=Y?cu2X8+tp1}IoH#FkOOyeyySZ<+7t?t;6K5VB$ z^rSJzX*$Ps61Y7iQgFhiy}Y)ERcoy*NomenDFDK^arE}BHj>|7v{+|BX>>kinO8BN zT;ru^+giPbGUCTg)T~o%iv*}K9EGT%Myth6mI zH&(m4mi|zG)YwEuPy0^T1Mn52s>yJ=Tg0)&rr1O`EuFttZpGWHAFVEQw76_@<3NaK z&DJf@6Y{W(wrH*0IOw`fx-I-Ed2u4{^8WJ15A~w5b)|h1XIyZNtGOg`nlx7P>kuX8 zOaZeZj;sf2^bZtxgG#v2*3#2WSfq%CM^K=GI`roRS0Uk#3hF*4x@ELe95J8XPDcaS zdYa$Wv<)vviLLN%CXerya@hQ^2kTypb~zcwT+EXXkwOr2fO>r^(!4q119zrJIXjs^ zj&%P3Xm|X2*PC7}8_$#q`(~e{>a%G#eqwylzY-_+hxpevDvz~~nY{{}l0C95N;wb} znn1pp&-1Gbe2XBOIReS*r?1p^t^(gvNuybylIZ<2ns9&{YxW zr&seLWt4A57&}c&y0lWJ8Mmq6{{Z#Hd7###XI-kdfs6dZpN^{I4N)RE{z zQ42Sgt(0ZlryU49kMr+Mmi9RTMsf2D6>f&ORo6h_W-Fe~F`Afb4p4_xkx!>JKFN(q z9i67XsOUpv0AA_;0L5o3a-;s4w{N9&HX81m;w?T{paSyTuG@ z`E$t$?vir9tsmMa&r7&u`#s!eDRFN90L*o+npLL_9;nK6<1JQY1hg7+dNMyzp-}}Ss+;*%R7xIVL zHH<<#Gv(Xol*`L{$7dT$3K@vgVQz9{l6nr|^z?EzKG4kNe&89vSc zKTvDU^?gCFWn@5nuy{E1rfFKN`do}-K_WQX@i!{N(2Cl0dFk@A$gNf~s^3HDZ}>=U zqO)Ui+v8=!DH+clE5r1!5W%Ir^{hZ!iDqm_tIpi;GwDUQi0$WJE$pU<0g$m=79aP^ zXOG6D)h_Kdojc1GGbQ9hF-WQUA8O{Mhm)s&IuY$&!aE>=DpS%HB zW74#A($jOQmIhOe+p(kY!NJd^bQ*8N z>uoJr;6ZH6yIMz+bCK>%Xvw66hZg64IQ`whAIR4wOhUcmbD}sa=;V2(u|J4!iZ!l_ zd2Jf7+T;~tJ@RsM?^F0v@5DMTrRKeb!$ME*VJY{Q)9c(HYV_?HZ>`yzQqnD~?c!Vu zm!EStryt^I)O=0h>j@RFWr)j+hKU*Y`hic|yIDl9t3^9r=0}TsP8-3xlr{}4v(E{Q zB3O>~-NDH1ftv6KGQ)v1az~B;WFz_4(~o}t0Am*rXqOVlAq937+{%B5gIxXIwG@-Z z1@DGs7V;9ZJ;X{jj>o=pT1OWpyl!buih}n~0?v5{j<_}KKLk?Z-p=xHxLNK{1KE`W zXCI&ITRNwJ{2!=58ap+O*kvBrZ6N(RAH-IVhv9uVC8>+bk{$pGLbCJ(1JHYRHPKHK z8R)k##6nItXP|}*0Uhgt_>iI*wCj)W#^`?ok^Jkfx4Oy4e&AOD@n=)Fdrdap3FDG= zcij|h8TrOI9QLBFuxC9L@1u*jzWG4hPq;OWcd3xW%1LOoV2-<23#jjw+O7_iuW{{T-~NiCZ9R%k4vGBk_=B8=ppO7vX|;q+FKEyke>T}TE_6tq#F zPCoIiE7pZL`^NZ4RFn61IEzb=zd2C&1Yo8|J?UkgT$W`e!5Ad*j^h>W8gGSRzJhO< z7K`PQ7-U$)WQ>47$<94ZYFhX{#`QMawX|@r%Ob+!SvPx=(Eb&`@o7JV_4(}{Tb=;z z7>PlN)?NFAnd5Fcetqixm7{7ptdd1#YOJoM9p?EF0q$7wn)eI81^91F(#-ea?bUu~ zo>t2rzzlv>9+{=+eju}$X>!SV3`7Q7nAufNsLnI^Q+T&)#wJ#ayKi&PZTttM$8aUp zb<}}d0iv*o$f$kT^!%%@(tH8oU+rbLI&}An(23IOYk*OPf4VVIUU*?GE?EVh$cf>t zr#W9=mAF5JXn12(wbO%IU)#fOEm)*7qi$wX&PRM4^sag0CndQ`f=k^-yqa_t7XsSf z!%@6ABuxqogYT1{%A|tV!qLcc)00*2_4)5S!J#xVx?_2tAqIW@ zYc;i9VB6c-$Sfw+W___+TaDTEVt<4I$@*3?=3{Yo*Fw&r;cY$q#unDk5n@7{aEI!{wKRXw#ST6iB#vyL>_qz2ByI49hmO<9w} zfiA?5x0btczd0&B6dneBYLT_^40=`JxVVaY*(E<_`!FO&A8x%(E{6`WqiMGjYq#xi z+d)XNl9=n3?oCUI*5xVBbj;mv!#3j9;U$RA44{D-831~pQftn9Am>Qb?{qm13@_(H zk;^HsQ99!4ej2#BGcM+lqC*MEivyhJxUU$z)FF$~QmM;0&U@b9CVISgQ3(8oWRMmA0G5NTJ@o{P{IMivA%%9~ev4exSF9dlsslIO z-gEj>VZOPwf;E!rCsi9mvS5?x^{+KW+SfgYhF86gm|gj>1d*4YnUO{TKK`b&Zf~v@ zNea3usrdmJE$hu=O{xhcWs&!saHAr#F7I0I(4;ale54r_v5)?}RB1|2Qk5vfQ$qUr zH@io-&5?3=M0( zdE&dM;nOg!UzH<5?)%D_4&(Ch6-G;Tsuwznd7JkzIOK)THP`8yKY~`q3yb|y{_1HE zF+{{_x$WGa&a~pa@C}gL4u=%ve-*=-59({GF{cgAM;t{>V+MI-w~IFAKXil1YLCL6 z5Y>EPshdqYH3=UxTuH=nFR4Gs3iZ$UN&GHIjdU9*)OtcV{VI61y%phTt(4lv$1IRJ zKu^9ac;e$tG?9f|s7>N#mpbqRKS%5!=W81ql8v)jnu!W`;BW04**X zVEuXhD&g@}j-H!rE$yHf{{WU~7x`8-?~bQ@;$T1BrF-m~DN~wW>?0pjQ9K_zpEp_7 z_Ku}3$NtRU;a6ck9MJx2OJtH^{{SsyJKX*!`d6Oac(LX=^9jl1l4~w~dRAh&Zhb1% zIr~Wv9}Lej|3CM6i*TaZ8c^%Coh74h=!$IG6WrMmEs*rf8V z_1ie+&NhTBGxZf#{{X_5_90kLZ$9Cb11MYRk^O6bsM&0Be{Lqpn_YZzdG*a!ZEq~4 zottiX$s}g8EUYf|35-xjw`s(T+ywgj`&X}cH{sTTmT7ya54TIytfvU4{n7nueS{)v z@%8E}$79OIs(j)LF^d?+P5?b>)CZ{y$4LTZzjSppkOM*iocdJ zYsUOa_E%H9mR7H2Y&E#Gb8yqq!%r zuV3(&fbBGWmp2%@zw71^@<;yYJwB(J&iFxZqFs1!y@)^BD%if?%Y)k=?D|)w!tny> z8wO-;t~-P8UTz_^E=8jJ%&OyORcgyHMiD^tshM4qPNe;0;-&EqCCmItW1mn)}9hZ=rBF%8?8daPEFSnBA&xJWB6A&d*g`J%3IsI zul)3JpU_tA!XFbRH0M8s9aAR6C-1jqEr4r^@gIt$jh-82a~hqbLxNAeQo8Xa@Fj)A z6ktZ|=Wo6}E04Ent;0ccH<>cAGB>Vy2kBhZYPqXNM0L@_^1f;6X}$VgA$66xIABKB z2i$h7Ek{kay}Y-)g!y;2t_n$#Lnn1Uqpc;*qLIdCausBhM;T%G4Aon`L8DCPX3@?+ zr7Cc7cSe(vmWGAx+Qqx(`meQfI)<`{uB=sy0ydtNm3^#BJl|%u4J^*vRS;!~Kh~_v zqu6P7rS<#wlJ^<=9kcNdv#|azVP1s{B&Vs%R}&a$VqWTOz_C1$*BAn?_#)Y_wVlOD z!VnpTc6yQSdR8^`HZ#TMTHH#QKXya7etxy7;C)gpGV*4UQyF9{xEvnU*68~A)XKz94QffXqZ?KC?5T-qYbFtc^ z*WJGw;dLEUJCa>@bqsjgsyMaL!Mq zWc{KUgEEr9@EL~(=nZ1(OS!s*KC0)M-TXU_+C`g8y`DMaVCm)nz!Avgb6&6>-^G3& zi0T%L_K=${VQ=AXurJS=+=+7z1+VYtGFqL22Eb6ih~d_gaaHIKJ4c~-G6l?Y+U z9ZCF6R`C|UHm@bFn-utl4Ecdux4+?3C0{Yq18izAihrGZFoH+O&TW~u-)FbCaD+LN zgU)k`x#0az>^j0)OL65{Uw-ORdLw@e{XwkVRH7oFjudq@&coteOT~nxp`OD{cG!sq4b92)2cnO9@}W+1c8fWb-4r)W3!WZWGhcs%{=WY(6UVH+x&c{YM_V<#iAF_r`x)7iKqoz_((n>3nY zu_+L;Am~(r1y2UEB8{v`#~pa8c8w#yl8Rr>;ZS!by6fKsS?Kx#-$|-0*Xy;6DT18# z9<_w$7&N8S==Sa!#hk_EzrTP6u4k8n0^{wJJ)iuEo%_jT&tt8K=|3G_e$E z3mop~PAU42hVA5lohNK>j$txoT#ros)A-i)uZJ!QBkFR=_J&dZi)uJQ{?m5+D=m$n z)MvC!GIcNcJUg@21%PY-Y*<9i7iD~xCn3CRz0^IWYv3%Wp^*AYL;=ksKUmQNaznh6byYT z^_tMez7DMi@1o__m#S(yq|#g6eU8O8?t6|ES(G-_1Dx|%THG^P#K<*Ru4B#!P(l2S zTJcr&{+_m)f1bn3gl-^hV#lt1@ruLJG)+&$7Y`nvZf0~{&Uyen&2LVeIa7MGl&2lr z#Gfh7dhP@H(N^xXtKBkFZFd7jE_Y*Yc>2*=@*=s}>YfVmK9i$(Eo_<%lPqk^!=!}z zp5Ogy^Vws**Y<v`yC%F(j*S2dO==P5DHu0y?tU-(B)(IbvK=`Jqr+p0zKs2^JAV;V$y zhnI70CzG7+Ne>@U+*SVo6nM6McKEorTVSIb6|;lhvwS}sH(K4acYibiw@IGhcB*#R zTJCyQiQowJW`|LI+J2hqJg6YzNk{jIJpugc-l-pj{63N_c9FEvkDLBlKjWIStN6~= zO$uvx4PvX4>RwL~40gg97j6aoA zd%Z5}n`xHWj|=y<6X;a(GwKa;(m?TltRE`z#a5IBY>qqB$|+nH@3IL^T~Pv|QP!=55-F>ZHA1IY+QVmZJ$#(xt| z{>t$NwG&>&Z#UUoWJxP+4fM}n!n0UAW zJM9xxvIXv~Bnk)K2X;RyhAZ~_r)a?R>s<9P(NEn*(5&9)LihPkm0LZEk_bN4sTYZ^ z=Z!_>m9^_Az?xMnC*sORe;VcNAk;N`wY9OflIC_92%U$i^cA~v;4cu3sdI5{2Oo3H zEsw4$BLxi^)lM}ke+^uc?^Lj3zT!yjn;&vFXV2$W{4t})<2_19)=6Q~tw1x%cxUuQ z^z|mVy%=R7=zFTFJd=i&(tB^q)enfNit*OE{z07LP zvb-9zIxiGyz8})U+G+N{Hry975=Xsxwx<=u6MV>Ii>kgqnH6T|SGm+?caV=dL%5Xf z^r}}^w z({+2zHsxC0MhM@2Ec~oKp1$>B=TY^{5$6R$ajY!7a$95L2Yx^a(zNO=b9-UwAIQ%>uMAASOkJ2k1Ih9?>llJASDu-t(2L zdFO>SX*BI!ZdYNs17r^<$c>obx6};czKYZS+XjK>X_7~AGmYvelRMb@lhVF(*4i1_ zZy`_)@0h5@;p%;44$ciYX}XHISw3GjGsqan*EPwErsZmpMAH4;=}G?p!97mw z$#-cDo~xw``JF+OL^B$_%78g`+kMqtqNyE_;VmIC0GX&dm)(eF^`Hu^1wi!6Fg zk7bWUEM^2AT1Z5_he5}3BM;WdgHr<(~%Fjbm=1m(}kuGiBFMZ7t4w$(L@`*5q6p^3Ht2cYj;$*NoVvPS5wAUG_MmJ6Q6 zfW=g6Ejnop*pe?bhQ%rakUasZa_U_;rK7pe=sL!err$l4zN4t!O))N_=zOCccJak- z%iNika*tVx6F{zA6ZyOx1QZwu6 zT?U1qM+(g~_Kj&{y!@qhypnsIecz`wp)y_A#PMiRLe5)r2au|a^(U`2QCzIbbz?m( za|mb`_i=)^l0|DWf*`vMl^}M;KOEMTmxl$UXkFu#6lZEetIzYP^)%Gyh|O$~E#yiX zHj%zSd-UYuqqWvx)HPXbp;=N`lr+<+-*2W&2Dl%=rX-+zx*l>2+N~!c90@8N{RwqB!nMMbFe4 z9GkO|yNj|(7jNw>fNNyb&6sET#6*m@soFF8)qO8PyVB*F>Md$1;bE19)niQhvvNtQ zx^ipBOZzRHacNPeJg1Uhv}7K>{{We-$m6lMgbAUH%G|uFgXcZT%`2t3n@uYszMyq$ zXkJ9Jx73(`R^Hzu=I%>5#y<))C%w6OZZ(Y*Sjh+;Q5QaL?_dW^R5C|pFnQqAZXkJn zZR;|*BmLgh&c~|hntrO&PpN9MtYbT8oGfgA+ynWVX{NLeM$yyWwWZOLd15PYqhaSP zp#3-l73Lb%#gzKo*5>eAkpho6bsV0a_@;Q5;#rs7Mml2*Ug_|yJ07LEr&fmR`wb{+qHbf zBj7hYpH3@Y!%(%=EF`(MxLM&RXk`OvBdE`M!uk;Io~X&uyio3!Uu&`ZI$M$DEN!^5 zeFsXkbz3cV(j_tonr0zm-U&GRanqWXZ7vnDnUXl9^Lb@+wODt_uQc&Tiu8{SLTt1s zE#aJo4LT>x3G27h>s1)ae(3$g`H*}=@m;l&og&Fsau7Jc869{Xznysop(~51!#QUI zdmj6bCpA6A%Nbhs@RpIzRSD(3wUH!`EUhD*%*Q;}t%jhWjyz3!u2gyrj;kH+o~Cld zkOO0}9sdBWSZnMj5|RPsyVn70c<~SemFMt3TG@|OS7qGWdteIWtAexBW7osxobgIq zo094gfLI4+=teq&RKYim3S?wT|V7HH%reU3f(0Y?wn%9K9 zH=s}UPda(z3zv{g0SD6nVw#}{txZ-Ut!Y{Z9X;CPeiUOW zQWu~RN~`W-YmBWUxt=puMqMuh;q*Ccs6`7z*r zxvafUNw&6=I$oq_Omedgt)F5lp*Gf&`8V?9_9-vQYF0W-iTk#dPhus_WckzA@;wMf z64o-;)S$QbFt*tPuezMngIbVd_l=Kwig+O$ti{LsOlvAvjilKac5-kPdC9F~PBZ9p z*2PtzuPGa+Sdjk!8v*|HK_;rbS^oetTRLCEZAVZfT}-y@sv1bc58VUVnD86eXC3M- zbHUm^ixyi`l1T{rv9?M70LN>lI26w+rx3|#j0e;ehgNKy0KLzpb~-PFpmvUJR#7pO zjggJsS`U9yUUx5*6sp$uF2xu!iBlaumD0!KqBN$Wnjl?48^)kcJA?s-_; z%B~?Ko`P%l`fN`!*~R6mu|R=#oP+6AJTKy#oibNPxQS5x)RsK2{{UO?sABM5xp8Oq z`IBNdIefDpz;&$ajS}Vyb+}1lnF%8ix6CougUxLy#!Af`5UEm|=8T$Wp~>ThKm^t( z7>tHS%CPkYsL$eSJH^D7v0(MegIp|HlZd>D{{VRj>;2{T6(yWEdWFhbT158~Il?4s zl6~ufrVa{Mf$!n7s+^p)QZziPOYL=4V2U`C=3tq_dU0Ko_@vs{{f5~JMbVfM^B-Ew zv+z^eI>~!`i4PL21P?17r1$z(W~UCHY*}ozwV1CPB~SgB3|FB^az!S17@D5etCHBM zs9nP)%QTAnqysFcJoc#DSGu^hTWMU9jg@}lvaTg8#YQpToaUg8XO2%Xdi$QWPFk5H zbvk|Y$#{|Z;9&1}$KM#>{YOgPkHx1G`d0wA(mlXq+-(Xg)O-LuGihNh z)~1oY)49XTf)EcuTvd`%x$fX=&C^j^qn6fnNcDM^b2t*O2u^Ybw>YeALTOlSK+FaU z;Bo%|)~@%&dc<0cGh3F8V%>%E5en_?)OD^q`!`ryceje#S?t(?7^c!O)00`nt7>hC zRTI%~+x&-kQ^fb45Ahs2v>!A~c3eOY5+Uk7y~n+K{m+f8WU#l?w3Lo$F9v+$#vA*s zkK!JNyfZ}b2Cw2PpC~F?#;gH%JD8t9qpf-^zr&b(DWys0>NnD)hjYe+B9c4fJ&e6& zP+MOZ^&1KWik22H?(R;2;_k)WCAbE6_fVi%fa31%?oM%cDehAKZ(f^wKim&@GJA4z zCMU`4oSf{vpS9KxL?nr$$*Y%jXJXp~lG1B?il}~$B?HMUc?fIY2AwBQeuuIxRC6>h zv9c)R+n4#(>Nmbu=IQvB6Q4NGI1>B=;j&_{2`!G~Cl+~W!81QaAAoI^PcuSEniTGl zFW;8?T>=QBcRg+vW!9_sg`*@Okq2(t>~Kvu?ME1rdahI=Gwbi; zZy7?`Zz=DO>66B`FVH`$m0_wun(oge<0`4tK&!wFCvX3hF_~#k@0uarcD5e~_cZO+ zbM5@Llaj7sByae=Wfp8FbG1oA9}2#&O!IGv^l!nrn-HS za|#1k_@26*sW1(|!$(nVFjOR%A|Vx8>r98wAnjPFHGel+WemBb5wz~Q#n66*6I<{R z%!~4&po=v3-YexMf0ZXU`Peh9iLB_Zi-0R&4N8mCRcuf50rdF!DeB}5I?2SMXMqSv z!3xi$k)q^fwDD zzm;b5`2AjvN9e&-|GNR|dNM>1#$U)rBm@HrQZTTIB1-03T`Hw-dcU%%nybx>~ zJ(rP_F!3q=Gac700-TP+f6IJ*S$Hs^dYH7k%iq(LURtK*^Aqj)O(y5s6{rlpkPQ{R z+(@%~2`1|$lWKg3$c_$&Q5LK)_Cooh@u>>`P!>OF*?qSxvj^{hG{<(8t#(o%jrXs+ zUJPSHXHa(l=45>4kN{zGiIHtLmalMIX!EKcL{||1oI>md_mS#)(B)xCVg927yz`)| z>V~|T4{hp2V5=s|GJ;j7qa6ETJO9~_H0tD;+4nIBY7?WNW9-|M7OHwzo`b&*6+F-Z ziK33C?RL#gb`;-KS~r6f^9&DG_OK4_)5#aw>-P`II8|#Jrmk+)Q)$7&lgzjKeN|Kj z!LZ$#yX;BksSA!cQfpznM@o{l0v)cKnp;S`j)7_NHfqbMB!wm?_miS5Q!O<<;hXBg z&uE$K7-60I6L&SF`l#b%5&MorU*Mm#zr#;9`L!t z?gAn_+w!92+f$k`@XEqG4QUr$83)N@!+DtBjH;Tpk7Ab|9Ug9$~y@#t9N9O zRGgPv-bh}5Nj_OE-d!)u!+8wtVBA4xJm;O^YDNlVu^N5D0ZmqMlRNuwSvGy3b%cEW z#0B!+7^(-)js5K*O{3+1tbz%;i{i}FzRJ22*}K$Ue)|uQ!bo1;Y?jeHcfT@p`S)IC z*)3Hif>g{^i_6;KO{hG;+Q?>-i6PXI2eSeCO!8+Ie9qOLM6t4=qo)*+Lh6-JwDS)% z4KWa#eb>oGa?(w!i%oJaIi8et6B521@;3NawC1?6Z=UEi-RW|3nv^_I(GNlNhUv%3 zAy9B3Gtd5)gpS<3fbPX=9UI;FJbcL5+^%)x@GpOj7YCpg)rm{}am_QN^c!`l$E`Xj zMSC8C2`8voltATC8vrt3axfj!`>-kAop;egU%|v8jW6549UryFyd*YRthP zHh!Jt7re+(rE6NHBil%J0{@irqy;As)a-FEZ8q0-q9ZABL#?E`e#{L!Io53-?JhsZ zz*2*6C0&`x{gq@d6mcq7c!aa8^PfVt?XjOSl^}ZU`D9U$El{bx#gkxKqW>|_MQc8+ z^@+g88FdQ`($=w;QV_cb78!pc!kI31V(b)1tuEX+-u&Vg|A2ok)6!!6$tzW6>c>%B zQ0oYM&Gd(&d54s}C2IK)GjKBoTFprw36J0pi?JHBmeH1@*ep1mqM2!o&L`!)l5bu! z2dyw~M(PbyP|)R)NVeJ5lh!~NVU%MdGs(jc#Tu@TS>J_Fy^+qzydw8oGc(r=-wIKT zGhs7znz?(t}8pFW;=;mluNxJ*W=GNMCa7?bJ?eECvRra(eXeh;rE^ zRmqkcT`znm|E0W?m<%3N=q&%*v7gwr-(}L-9$_{7XO#xaPUIER<5J09%l18DOYHXc zmEV~pk1_+(v?o(PM!#b&j*&=0A+HmB^_g-sKMR%iPTYa(tg0;S6?P_ZTn?%v%uE8m zF;tDhMs0MFe0gq|z1xkW*N+^$h~$<)z~1%e0rroFax*^pP4DU{9Q2RpX4KMPwqX_r zO}G)Qtzur+>tocE;2+8IPepFc-uuZ_3VGu9YM`H8)=aD?*JQ7DDXXTLIILr?rsq1HQ`h;ne<>G{g4{s%C@p#GEV4%HIoY9lVq z9Or9`YXUE^>_b(~u<)0eCe$NU5Jydz0QeF`V3~M)j-Smg%aSKVQ>fdQ_P(HR5iPO@wzp#$cr5 zFS)6=Q_JHYa++@q_&&q6h4kc2-JF7ZA813xHxbe0SB`0P?fdwN`?sO=LCwvW8Aie5 z$f;0yq%dphRl978>nM}Yix#hQDI2wp(-D+kM1M&j#!-F2rBLZpp1a9m_F#H&7V$7& zB`e}t;;}$!$^uc}XiIzqS#&SN#!7?@xq|<`TK$T&ukzcVKQ=@!PC>MC;&mrd4pkBp z-!h?e$`uxD?4Vap;x2c}E%cky;mt(oe#Odn2>hLc=ba?HRj*P^xk>r(%ZkgXefsZ$PLDB}(}tIkA~&&d$Q$;%LYaH6#z~Yq zUWuXi>b)+i^UhCHwH4`a72KP%ZiZIay`ZA-o<3x1#ljT0CZFy|?u&N}2>a&y2qR+M<&kn!TE?YOe*el(3h<>`M!Fa} zSd0IKKZLHQj4e+Zo*zyiVUdS+dvrLhCcUTMcp_f5aK}b6SGnp<14dqpnd#P3QY zVU+cdP3Ki{sw~}evh#Qs%zW*UbsEo6w#~0PJu6d0OFaD|(W{)nAC0iFqX7}vhk$CH%XULbgFF*olfzaxBi)> z^2J{ui!(Fq-`eb8?IYYhd1ngV^(6U`9+nlKejEVQ>RhAAsa%!?d07#~kbSTe69ESR zqjv}TQwy6k`SS$(&I}as?W?M|RG7Hw2KzBsqAw91xeeb9yyum|7iY=Z(mg8D@GuX` zy|XY})eQ!ni*@yMZ7@L&(e0Gcl0dk5{1U2#i}P7B=;$SjiN=Ot5FxveN6?9m0VP#d z_9JmIeWqRj&Bcx;Uk~`(q2?p{+KFbP;981_y%oaT#1xxv?pXH-+=ZTbV9 zhgx!%B*4L>m+DoMJGc3L{#ETMT)w)Vs6%xmQwjX-dNp;df403VY|?vd^+-wUkAop~ ztVu^H3Zih9d&M~BXKN^FV>sVlt7Loj4;OPw*Pg!nw=i2>+ZTtXn_d`ZP8oAz%m*X0 zl~~X+lemIs3DpUr*LKeIH@E(%Mtug;8)u=4(B-Ccq>&W!`1Ulx&(G1`X&_M79L+y# z?kPkS#4Lik-;WLcp+$r<>?k*UjTv=UNwYQy1zUmRP5d&&cmxx6xp!BWqN}-ksav3) zp|w_?BEX1w;)q5YrPx#ZS|vGLm-U2!)rn2AKUhiPb}ms3ez#EN`MJi5{Uu&3`@)IY zYLp)}h?zT;SR90w>>F)w?P-x(tuIS1b2iRgYz=8erXR}1DL?q zglPK^&P1;%&R0B+n%AuTzVL(?V*ANfDO*=xVcNNUa zunb~K8^<{>N}`LnjzN(G+ZWQ;ul*#Hp_3qxnOniz)Gr6W*CoM{CzPpSnz{GG-h_?* zH1YHB-KKEL!oqkRiH*tli=3i(n+xCg3F8&Y5T2CA6bZtjdyY)h3qr6huh%*38@^pP06AHy@tvews;0nN2`zu8tcMEmyiQ^4pxJ6* zcIlvHji2X##q94 zWw8(ZABoE*?`Am*j2!?6YfG!0yuGVhVQxmK@+II{U375`{nbG-Rw}HoVS)fE$9~tp zLLlv){c3|jP-WaDvMp|gau|7YQm~^2LOh$te%3opOE)&iQ=NuV;rG!Y>o~?R&N#8l z>Da0P3s_$E>p3}Wmicq9xQUVFNUgOk&Dqn`YcG(IT1so-B9$YQzT3*DZg8RKkVD?0 z-A4oc0GtdLCNkkgI)>~?+IfCvB>waT6Adii+kLGzY}ytgwNymcgxX8*Ze##3=Dd1?$jy7eUW2Wk4&YFEI7*4ce z)K^qssAk~8WMr&$T70$K$kv7_T#`JyxA*GErj>7&6h56cs1} zv$l5SfrEA$N!vA#Vb@+*s=as(E=mZB_&?Y>&uT+!WXVK?m-;eK~YjMNVN|Ofx z_&o)+fN-0Y<>a(3j7!n7@N{r({HlSV*)F2VBI_>V&c(t+p_89|rRxAhz)SLrra1{* zM^hs&Z)&6&pI~vCmEkYdkv9;}NdHTyYz1y6pa zH9r?u?VD3&fs_z*_HBunteo$Hi~4gMqmON9!GcTnJ285GAJ|LuB`iDGpCjUre#5W* zN!Vs+ZU1VPX@m^Ag=cD-?K8?!=8zh`qA9h7lKycsg-tkQRKqoT)+3Ikan{cK1zNmh z>Z6foSU1=)vmSxb{laW5kVWf1DZJH_pNtZ7R767mG3cvmu@%p_XA06?I&hUA+h-x_ zY$77}-0=^x{9Fxvyw=lBrkW=%%k;F`>_i;i#b_>h<6WpY>YQkEjzmo7sD#hX=iBG# zT4(#~1l~8Xu4dj$W+}F;t&U8rAAAVtbVh;I4#qIx(Z{6NQ#7}e^lzmV32sI~W;6C3 zSR`@zRe5FWoceoYfyma3H>(C6mU?ML%oyc^*wg z7)Jd({(gXZ|MhR#d)A^Txb*O;YNS>gGYXp5BmI2LgUOt)uPvAC$dakkbl$uDRYm{p z`yU6a{I+(`66FU?)kLAd-BzRpbF0@f*+<|^?bcX&_>>wZzYHu^*EVl`A6$rc;h@{v zacl1J({B$ZU_DV;(d~uFLMO~bSWTYi&6+YO+q4O?Jd*U_uLcF=C-%G)?#L|5Hn7ro zISDJ)Vv%2 z1I0&ZLjHv4jm&njr-LWFIJshMXR%0-z8j(G?hwAc{Q6s#6p z8a>DZN+ur+gqQWlPeaHs)x1&m-k8xVvkwNlnz@>S3D_1pDk?Ui{fq6**Y2I!?V?s7 zBAz{l+9JSksnDb=P(Y2VnBYg;tmfHH=itA2$$*MM^r?*lilBnMe|tfLR?1fyr%NI$ zF9%uk_oy7$CU;~Rkh8(GB|MK?;Kl54tByKlu#iwo#agG2DsQPLd<`8NLIwZZM@J0n zPSjM~pZS-k7H7P$@=3(eD@mo@EJRpJ4Mj#s9HViHr<8GQVk8!Sze=RieRZ>wr{28D zJ1DXo^CzvO{{*J(cI~bGl(K@)k~zbey!!BH=m1BSSYuZQ$1VaBbdQ+$gC)Ve+f0vm=K8xJ{Qijs~m<#6^Cb4=~ zds909L?Dn1XwbN7cLKZ3VX!k7t+L1Mhl*#K&4UOO0hB;!>*ezdm{iVpRa=wVi=&t| z`P?w&YU*D=9qTzCOFdKmHGUPvbRU#rfw^nmChwF}uV$TE-eXm|%GE&I8&4p;%Ar;**ee#w` z6S<&sc7LVWq(_$}2ZjLQA{+nd59W0x^F)ffl83CFbm2ngJDgJ;16`?iW&BPoN z*!;+NKQ0jq|0~UIF)cJ@Y67iUsf3qvL@a2FrpRVg^HUFH$(ey?7|UHY%2)RT)J~Py zBI!?ecQ5yqHiPS91%KiqW{TtcR?%t2S8?E=r~4I>Qz8+be2*3P3-^AQ$+o_~mrYtN z;v%+PFk5~<4lONx;ZUm88}j}=IG*qrujo3zRUvXZ>jk9Ys|ta)Qd=VZAx%R=uC;%Q zVXkq}-W};lP=*JQF0nzI#X8KL+UbQU*Rgc8l0(q6uq;q>GHtdAf1A^AjP2vT!Ul#) z;xhFh=hyJ4HFzMYZg#P|es$_L#!6Y@iFaJzC$gIM6y%-!ph%HO?AyXq+pQanPV|#~ zk*6Q@%T;QhD?P!K_-Grl$1vDfaj09RoR{y(K@z#*t&IAk&B?Hf584v#$GF8Dpt2vx z*^U~4JcA;$EB(yCDzx#eQeaqZ&H}}LU)b6MpTRG|cLp)zB*Rw=k$|~EvW1lW#%XhX z{}1bDYhB5W{gIi`TWO^CJ$s}5gyINEVZ z2W(d*)+_CcWp;PfMt-j&lI3(x@!eOgNnPVK5ZVurokL|h>fjz>iLqZ8SL};eGG+Kb zDvO~@%zs%6#|{}1{6UkXdttvNSI!kXC1E#Ewy3|9Ku-3x;X3xd#610g-(y`Ghs5hd zal8g{;YNZro4?qYST|&d{M{p#$SYO}N960$GT|fso!~cAa`)2luS~W`(*w>gFd7Bp zxG>=g0OI0jyH2=Y_& zh<{fw(=97fgJPBK0}H2)Fmmg>RI8W04{@nh|Bxm8H9XK~k)*w>0n#QRtiPjw#P{B< zduZ{qqP#U|$TcHU>f-RJL&D5r`M!KZt3S!slg&uGuT~76Dd~52I&@u&dUxwd^3w9Q zA+n%JBZm3LUenP;zZk}W)Xt4dPmmOa1i%?IhY6F~dKd1yg4i1ie=5Y=Xa4hj7GVf` z|LmtnWJOSkt%TCj!fiiQ^7eIxcIKQlZ|R^8`u(>?w?!PU{l{QPE>z|oTk~i@}dRA7IWc@WX$AaeT4tt-uo_ zYOwmQ!DWQIc6F6m#`Rl|rK1RFBoI;xDG2+R86UxSZXmQYT&Zb|Wri0;W?YAp!B$PO zPWo(>;3PF{jS*XQ0|IQArXD`9FySR4-t5nbR|saOF*!-h+X~I;V?{H zIU4yNV6Q+ct@#`WzZS}O=acf&LC*sZK2Hsv-*_NVhL0p$QA>GMUd^D)SHy0NvX@!V zfw{R_!Ay9A4!$*Q8#6e&E<`QXn|Vt5l;K-W5XqRTGKyZ5$<>ZGTH)pAq$ju0>_JqcM8e7ScES`w5OTqvU~%-YTDsnB9w zkg3p|T)@RnKuY-~Sk?_YNe4@|C|D z9FA}w&n$QM;_@lY8OfrD!*DUR`!|PKts1@Kz(Q!H9tbe#{^z}+s3$J0Cf|P4-a~0_ zyw75b*Z!-?GZ9lRa6jwo{9=X8i~D9}08U&irqDn!O0Cne7rh zn>JH0ZH|rUl-F`JzsE4p35hDmu+#ne%XEJiT7t}kq4tmXIl7JJo(Knmbm_@J*?oE# znC-DFtSF+ymQXWh8>Gmw@A; z=bS(Rs$Jg%kp%z1r3Kp^B_b2SWyK!F#<8569@cLEYQzcN?K?2ztn0@)O@#;!Q<;%# zF>DhFR;fD)eX0sjfAZR`B)MBzw<#C{Q0E~^@?W;VtAe$Llb$RO11L7n?JdceguPn= zojhsw`F!{HO*_-1o;G$CW`AxNDL`;#YDVT{D(jh!T#2fjI$g7}j1SWom^C1pd|PO5 zUluP(zGWLrW3xcboyx5|iM%47q?{8uhSy3OVFAjhA`!kux%x08zy9j?5{ev^)^DaB z@64IVYd8CLV|&&^vXkDD%>&=(p~VPn>^hd|75vV?@L4HR<@!FXTnCKy7M4%RKe6w)g(?#i=PmDSp#>&xrj( zR>mmtn`y4)=qMTKz|zmB`r*%~yiVvSvkkSjD_>Ui`E>N)UAF_*6WNn{i21n(<;hdU z4m4zkk@KYY>3@z23aJk-J!Vj?N@q-eoa}AO9?R|Lk+)L`G1(6Z37Iz2uc+&rA8ouq zqeEG{G}e&v|*#AHX%H9AV*FK{@cGCOFC4;bV;&kJq0g8#F?iej`mqvI5+8Osd5-M=^9hI zDQzT1u{C78wh5NiNvFT(!{SUqnhE!v{AbA?4oBSNv8LO~q4<~`y{t#~1e}Q?M9N&F z=Ld29(wV_U-c`&XE|ypAKgh+n(~k_HBY!E;wT9-Ucw~z70$+}<1&UjR7-!Zs^y(D~ z^luLM>l51MWb2%bvfFnY}t?@=R^ovQr2f_KC<9X{jtt@3?B_px<83T-WNreUFXMxV7^7lA%B(s0KEDb(xp|rfeBJm zg>f-YzZ0B|@Q>%#I2_}(d-^0`AmLh_)OYf$4Tvn2riX_zI|(>0nF*;BKI7)@>L~1J z-bk(C8e3Jb9Op-C%O@T<0%}~&vqVma$Y=iJ?YV<=)eD@@L*`r5Gh}G+@pzZ6vED~> z#itzarl~AxW{XuopPfo(hpv8Kc#D};U#?q3R%o{Fr_oj47oY1K*+Resi#UVZ9Cx~M@2 z)c%tDSh3u}UBNUj?)Y)7gSqKPSpQ!;XrcBC=~&BAxcBl!JO%4J$#AWhJ=Ff;Mz3-# z7V(I${2{4xqj7*Rdjb6uA9B9aaF-;w!kahx&-EAEV`-C&nirURB&-NxFGe?G0hI#4 zU1s!dAI!d6=4dC}o2}*&`s$jeK6v&GVJ*s-V6i=tzL&u)$DzXtGfV|A(bw6JaSQVn zln<{k8|qS8ap;?S$qVK%=VlVWEpgKI>krNcPVPi7p@Zph&b?>W!FD?`(hE2;B7k znZUB74eFSZ$Snz`S(`o23~;4cf$h+!oed-y9hY1Fn8dO|=bBNfl~XI#hsv<+ zuQ0007EV*r4(pcy%ac@1hqAC3y;_ST?TZ9{+Qdwsy{sjO-iEA0Jp*Z~^@IzH623Xf zW+?pqhjuf+op0khjq<-Pbx-zV6_HZcOz{B~CNlcQ&aDyf_j!1;fq|Q_ zsZN?3zEC_p+T1!$INiuPI8KymseTzuxudUzHSAu|lEMOA+}%=x{W>GZF#J`JoENVA zT-BcD{SWUg5sY!|RFKcAb0MsZEz^`vR) zc24|;tutRbB5jG)CVqyX?1%H8G_S`s9xZ+O#6mn41uu|I{;t9sI{am;9V66@0U#Mx9+`DjIA|KRu;P>VbkHy48GIa;V3s;P?y z$)kTHel(56M^q6VE)kM$q=_JC`Rna`<)4!aV%Jr6TWu=teg{@oZl#Po2Rh#8i2X2w zIP2paHu^c2>u;``I235b)u8;{NbJFc6|&DXGF6irF`J%oVZD2l(eqpQ*Xyt06Ae1K zUiwxCZ`_>xWpEw3FshI!sUBFBm?ExOrf2(7bI7CWlRH&*<*;kh7CaDynk8*IlKVF9 zob?Zp(@-7cNu5=sE#|oT-SYdI-;g)fa=fIsVe<9aV1{M3P)C%FmornisH;|0j1S|CTMBFN&R zwXl7wzu8=A@D!q%sn&JlKg+`F#m)p8RzkWx^_hWX)gSPBaiB~7h2F0z>!mdIEW_4v z?~bSd0!NK*FoT$afaIN~z)vjsqILazWkyD>Bv!!Bez++_Q3N)8vUtX%-|0vVwoToL zeTqzNDNh+HH$zP-*p!DRHL-R`u^3qZpTkxiW?`ai=1a=ARsy3k9(?{MH?#$l2j>Ao0 zt-F-!zYDNQ1i^lIHLo;yly0IR_!ANlRt7$$+57W4~y+p4Xv!y zA^z9gQa;^4Y_dIm^^9WkuyWJ6$We!>Q#YJXuLkF!LOFI4CnT z9Dh@`z_=umLmS$oWl?o3j5V`2|F>w7HB*bUePMCqi}v}JH7!xxdeb`m8}l81tBomy zKkD#fvY-qdCoCdhm}T8Ro6*5X8BN+5g{9jMs0J{YSAriu%0m>*^3ke(qTF^!Dj8@? zEq8Zywj4CvF!PH6nwzsfivoiA5bn>^Cv(qB5B-T!w?wbH^2$%yq9pgIaCt5Y3eLYp zxU7dXe9jl{7FV%>a>a< zHut!WxzjfL&Wc*cFsPf#G2p<(3!k#M(pTi6v}^pq(q$GtMRT8=Z`4R(+lts(UAfF~ z{p8`{t3K!In$>9R-lyc`gn^8Yu4lyZgWc$j%Os#mGldqO(L_Rzgi`os+AI&gir&41 zu=z%4raMjAVTz$?=;#--dN~#6pefKnzSFzwSi5SD6ZsDS96lMwhAji&W%@_wlcYtH zVA|D9!%lExTYk#+?N21f=1%Zqs6Sb8xUaldh5pFWXZ^KN^vY0`|**hfRl!2J`urL#yEUB>Q zKyL?pJ3ndN&6r)Jn4N~`MG>r1Mg&m_Yg#^)mbGVNHD`rQ{HR_Xj@M%ndMs(GR4rMe zZs$!&4gc&-XS!2$T$#?GheO48bpv|7As3mEL1V>TKmT2^n=|j2+6xDx zd6LFI)&clH*<4+r#s*DwrpQuCgNkI%K;$FWS12Nq5WP#tfZ~PYnlGh+h-P!$HBaIG zD7`v1Zf*Uy*duaMBr4~eG@|?M#em30bl!d#-Zw7a<^gwRoJ`e=!E*PbLIeW)`X}Ix z7vm7zps_71HxZ~_u{rH5oNE?uj@8&8j`b0Lo1PXv0hWk(RDBP#f(wE#(1Z4I>($%ds^^R)^fDFQC*(!=?1osSRSguW4H6i$yf!-$xe>>c~U)NdZ zEEs}T3tC=Q+kPnh;%Qp5RZB2^w55T(N`yU>Ga=D^Js%=hgJ4z(?qpG7PgdIYzKnaP zK1~xQsh_I=O4|Mq!*#W_&>3fRV-Z$E9wxhu9==K&Fpv|Xc>Vt8UM5EwylNeH1^I4{ zK+2r%vi2=2mS_*2VA5+6JMhFY4>CNFvEbO8V4W)TI$2J-P32A!%O@moSa;BABV%@x z^I$t2abMC9MRRLxb(?0D`OPHp3$MAGlk^oY(%HzypTBR^W%|QBG2SmA{UP&LVD#MZ zw+}AG@NT}oTLUfAl!c5Gt=Sc>q}Ke;nIeUpQ+z;YgO5vrKzUncqrV@(7Yp3&y$sD+ zm}0q!0dlcm)WHc3Ab&{>=>R#EzuRBNdU%Mkne2Sao513~=3rmN0AD8Kxx!b?-7a+j zN^^I7nzl;8?dC{Qjrei(oAX2P!0skLcKdKUdbkLSGyy!7x$`7D38=joiP*o%_xm8orne}gdMhUIdlyIcU{uprxwepQtZTO>s zZ;Y$j)HqtusvK0zNlQoGY^9#qcgMXD)Q269a5naP-d)QcnDBCev9E;9>~vX7bsrl( z*9fjOUwLbQO?=8DwWNGC~Ux^GQ>vE4YHzUId>y1csc&x?lKalLUUBbW7 z2@`ZSUt>n@Wr(7rlZ8{M9*mEu^u~KyeFLvSIBfO9lg@-O7xH;{y>(Y*?J=U&rjPVF z&qY&*^UhBhEUxWS3V4+(#+nq7E{%L0$`aXy^=eJFVD$zciWYm;fwKbJjO>kB2qU_Z zrcD($70)5ROJvzuAox4B-N?u&r6&p2UbZQ*xLzx+>jsya%rwKq&H}ro2szPT{*8t^ zTH_bcBnMDM2BlY{-nvS-arRtyDM*Yyy_=V20#h(?)?`)eHrd{7lJrW!oK+fRdrQVViJN>omFBgOtV9_&;Y)(Eb#;4T{*w=@i{F?9=0-ly zP(18PYu^mYRgH|I!-g!qLe}l5*l(g&B)5w55}SD4ko%@XJrD#dX9H8Y=iU8~SJRMY z?to`Wz_8Ha?B=Jn(H$%rj`>xyt!N~zUeC3UPV zl)0fbOHih1?{GPqZD*NRxkH>(#TzBVG0K}crNC8J*3t9ZUy9XL4b3na5q9P0-G-MOZ`TP(Adx`Ddcs^X)6virPGFqajS$iu4|g&I?yY*1xjGEmku)i!av19^3`+ZZVdh%v>Cl@bO7&Uk z6J;^Z?Y=PQk}qZXNQTAbhITYTk~ZyF#dm#sf^D~Bq+IU1t^P?%N4zK8ew{zYjiB}v zx1R;tnkWa-NW#H^{A)RcCpJZ=17~XTUKTb-@?keIV18PNu5iGMouQdlJcwSnF4oZ#(cFa9TBmF{;S^GUnz3teG4d9aj5%05DgLa+-G zZLw|huKdG7<66`Txs<+y#238Szi=)E$-P6~(8lEd*LTR>xG|X0rwjrnDum*Im&-q3 zNK>xEtIU2UP7S$c)Vo?>#Z688UdM9;cSs(8zA~JiFyg|2sjf@H`IPKcIR&vvyB#K) zsb2lOMx{VS@G*p*mUj7yjlWvxcOZ3ZEA(dPg2mFS$TbZj#WdkJdZzk+&L3H#8>u|e zkMI$zJ)dPx620$>4Ga{0+^Hw~FEhkb?cj38@_q*r#m~02v1_TPSn!d(M7!!MJR5Xoz^BoReDuP@v(+KXlD zxzf9$*zKfOaf&J~-^2he3KD!g`}vRKT=Z-$rCDaX+%(0dxch#%Be6wCjQ;ouSu_#W zLMz>t(8fOf4qmntFi*86(o!vP07|taKt3C)KhDl^K^2s!h2J~p|X#rws(IyKDJ%+5a%uOtjjL2Z{g*oa}@hqx&6 zL<8u4|L>MkW$EJS4vmF_bCoOB4}_&)#jm(4shJ7AS$w#?m(6#ORIeP+Gn7- z>q|TZ^EQO)W)He@7`0#pvsMA9FwzmTm%o4vNoIkRx#OPs`qNB>$h=zCX0LJ_d&u9% z(Dt!zYPYSBxc50^ZeZo5wd{D=`|^y6IPN`VO3rb5tE81Emcccu9>@_yy z#+wd)7D&8@&M|bTwd78$tyH@^wYzE~*C+Q8MQZ}d)~eZ{)6e2sWH8R-X7_M)SU+QT z$z!AdWIcmF23Q_TL*jpDmAkd2gP+OV&EAN%xjk+QCYGa%Sao##cK!v}fk>x}Qh`KC z@SFgIS3Bv(^ObilRpe=`Ht>={M5c%htRB^8a>Tz}NM7yOjRxFZV))u!D<#>Zhd$0K zf(R^aibKaa&68tO_iu*+1pdCMUJs24MqU5~J-a7TeE+UIyN0Shde$)fXmVjsN)B1~ z{U-_V!`zvUhmthUH)fWP)7!Z-W~S4|Qga)QBQMF~GpXj>TxeIWthaMDNM|QnEdrw!6*CVaACdPZHj`2j3D6 z(-ctvOW%Y#iV7k-O53TgXr>w?lPnwmU_QT}HU-(xL%s~;=;v-wid z=6BaL$8fF{yB!1pi>L(%O#KezF23ezbeU~viya;_ND6eKG`c7uf{SMp)O^Ui)*4)u z`<|*BJy264C?Vgt0Qivd+Cp>(*iX*bJ=FuHSF(KZ@gn3`zi5L>0z6U!K07vS7}^xJ z+KZv4vT_DeW>OKIyA;sVLd0&9pG?6aLxjUou~t7?Ik{|A1pN*TR^U3F&!T((_vH#@ zwsFZ_o{v0y^G0SbEJi99^Jmund+}|>DINUpgkci0cr3itU3WEY0(%OVPs98S%J_Tp zS?=8FC1(QRWoy+A3dQ_GGr8`60r%Wu|IfwazZG;83kP#oHx~;N`~S7+Xljd&!okBv z#zywPHi1CaA6`xttlG+^wiae?tm^KjZvXSKti6eq1*?{gxtlc^I~x}dtBi$>m9-lg z7Z(?+xTBq;i@KAEnFXtag@=uqg|v%_7ptO)o129m>~&!`12R@I8#h-K3m0*ip5M{I z!oiJ?vk)Db2PVLRj_cdg1sj-o#rT*TqjQa|Ymg(~s#Qr@kOL;7qw$yyBdqW%GoFG9l@a zRoLlnRP6J{CWT8d-6O9vP`x~)G_o<7&gB{j+$7kGBz70a0Rb5h%Xyb*R)9-W_#Adz zAxWTK*w_L_9d5X!LIWyeVgS?G=^ZCabPsK9W$4PAI+tdKTI~WJa%bG*8azL2YTi$Q zAt2bD^8JbJ8ZI5*P=3?MI(*uf2 z2Nu>Hx=;19YGNXP8vpkbjj>r8Qq|o}vY`P14NKw9|J6mvH1>*+#;37SQa9x!g`os% zj5OrXfNZn}zB{13I0}u33;S=#vRS7?{o0bu`Aa)GSM=KIY8Ox=nInU2>r%rdiRxy$ zOcMIDL@I&QqN;^u{3Skb?DnfQ4@K%$D|!#Vcq%m%Wk%IJ$??N-I$?br!w1I2Qsmcf zYjh4_Xyq7%KSX4O1+`NL?` zsqh+Y_7ajhE`%&{#cMnudYEc0QecM*?!s)u_C4F1*CyvDK-d2ToN zv}C)nBdyE}aw7|RXhl8>Dn=FgC-l=;OE>-}QfM7}#(xPo?|oetcPAeLtLn>-%Qn|{ zP3d|(r?jN%brZ7+tG-)*AJN6GWm_p8UiFh|Xh;Q3i5_z^%LPlB`?jRZRe^p6YwAHG` zOp9ld3%7*4i>`dPsZ(@4_-yTcO;QM!r7kM_Z@)fUgAdZuH9P)%3-VURb*DplCDe9?|P@NAWV1kHN zrTxz9#tJur3Zs%cX{5z%$6oQArc5wsv_)Hr$2g= z>I?aGC^^6StQ&J)v&RyF-~`7lgKDgf;(D*nL(*Y|uq(0LTFK`_Gc?k4~5*daK^;4VixHdQ~>bO(r&I!^(9LSqzu4H+%V>bwxN%-??AE&6|pxt8^s^y2q*1J=uZ^j zfOG2xVfT4^-{$HGU(NF01y_`K)8E>Sc$m$8o}@o#EA`&boO=1AI}c)ZZ9|*&D&Js_ znir4DG6*LxgFoW;xn8coWGxr~fSl;-#E0CkkjNWyd?TE4zz15R@P5#YraN|iV>@>@KdEP9 zX^O~F*TGfg_nrqa{WMR`H@B0f2sfe~(U7DztIuIc3Qbo$yaHp&kn&r%tb=Q+M2$m0Lv$D2kYS>p4kYIrhF{*fI4ColnVHArZv|w z6F3Q)tByH6*XR6+Ln)jzmk;_bKb?Tq;U9~Yy_-}53@9y6;Y)eH?G5y6Y8>)$yV~nJ z5okv);5#{e2RDR9Uk}k6g_58DZgt0Zj|NClJeK+Zt{e%-p7H>xwt=gF8DoD}tCJOc zIiCrf)144MeAB5o0nPvZv^(a#BbHU@K3E!^f+jA6`&aI|gnkubI}$JML_rI(^YRBy z)giURv?-*hn~R0!OyishfsVXBg_Nw*!L`=FVyPqGy7JWt0M*g5vI@4Hna)lm=yZX= zyeGXh2rmeifoB`PpkJT2nKAz)6(yv$Z8^BwKLFUTzDiRH%L1u}4JBnP#T}k^Qws3Y zAS7ByZxdjpZE(bfAnpXp#Dh{4jisKz*OiJ#i)AefJ;R7v9Zfpbdcqrq5`b`vIqU87 zr6Xd)!~Y}Pv^-`XVXs)4>n=>8_>Bc;+Y^(hbV*})Ai1|n0%7h??v*JvQk0FQe!$n2 z(y6i*g`S4HiCVq8!Eo+zGYimNc!n^EPhpmB^O@O)$UkHOEi{x0j?gFqbzF8j{;VFAOGFp3+!6c0xDR%Cf+~xTTxWGfJ~F5 zcC+DM1b^=?W76y1i87u7mp{=II!Fs*fz$+Isc+!w@*DdrBvD%h?WL4@pEIh{IKE$B z;Vk9E9yD)59RmY{)u_do@-Sq@uHYoQ7B12Jy|;6F($(F~UsYCC!a#Y@ z604JMsfK`F4CN4`e4liBFHn>|3FbbTSiTj*C?5-l*Fz_w4qKg(&Btq`CJ{?LqYhdH z-U#~&%HsEBq5ljJNjO3qd5n|jV*}71!W*}IO#)U+#nn6wE7m_o7 zzRQ_-T9-+XooI>%O6sG=Owb2IuAUzyMY&k&4Ry~d6uARk69DA;?iW;fgal`^ZKF(D z5L^d*>Eb5N<8%qWL@EssrbVfN8Itt~_U}AcgiV0(SeP_x>!#$)?;08rPU2OBeXAg+P~+`Wl2y2C*4+Rd{THf7BOsOH_5)SolHTzS zocn_&%if{f6wl38A*DLQ0DuH2K|D2iIqOa~BCP@}mZmp|&LvXb_sxj$o&A`^u=hv1 zCA--GpdkHtFf8>3vQ^O9UiFBs9inTzi=Si_?rnV69iNSU9edymz;tK!x}bWrhiYU+0wSoJ2vABF(f3rZqPWrXOg#E0CCQI>I(5CVS_ zgA{A|_Pc%CIV5cBgD!$9f7ZQM1FJr5z}Zd19sLda zB*Wre)Q-HGilEVD{JPNOgz*nJo0T^vN;bJs46E=nI(k`ko&XsiQr_u=Gpe5%gyF-O9{oJvkK2H6ZfRIG=#=p(rxkxk@eOII!_UJ@n9}eu`%t} z<4OL6Dj}EcFe7)~uGbEC7t6ZrC>^dk`12zd_tBkA+9PR%_$Q-EOaET1s^Ze(9FJ zgnT|r+SGQSDTWj05OzwW=TL4XaGyy2na)pWZ9sGpNy1V;!PO>sl||{)oSqLESYe8XFo9;~YDJ^JV1$33C@laPm_)_jse8*|bIhPVN6v2W$xS zDT0;ZjJdP0;A-=x%9DLHsh4#FW|D;yFdG43@wZhEiiBGCZHVgq{wi-q)R~?8bd+>l z#$8>W<;-5dgGArnZ4dS@P8TG$;Xn0dg@RVvOF6Pg?E7W7| zYl9vD?MwyR>SI=ty?=SASz2mg8`dxP@oL!x!50V-Pb*{fB@SQM;uLLh#3|_^VY^BQ zMZsm~L(!wQdeiA|?qmIMDbU=q7{YhQ^z{wQn)I<0e#k5=TyV{ig2(fqP3n?fI%Mh& zhX_oL+m?rg&Q2gJ`P&tXgp#1s9frX}Td9`1(KrKPVspfdSmL7s-E-MKPz`#@=U@`Jhw;Z}V|61MEb7gCwJZjL3FjFjxju76HmN+c+52;!OU}Dlj z(n~uA>HgpdV&gJ?oIqoyIdO9EuXHy~W#6qA&^k7>b?fNs*RS6wxp`5i^@*;ns1~5c zy5}4LaQVoe@tpsf9NO@EH5O{Oc>yUX`vQLwLQ4Khl>7z)O%ylR{TxS z@_niU(aQeFsc!K*CtWQ6#UG%!@2CKVU7^StYu{%A@D$G^j@0Idp9V`jnWMw>Z;*=2 zaq!sz{_Xzmrwp1%rzBbl26I5!yqe-5hZ8aL^#K^_h(?Czj{MGth0=^h&r;98mFJ@i zVii1Xs+F6%JW`Z-C0;7}G`Mi^5N7ev)m6eeP(yta>5i9^_W*!!dRIPvVyu|WJ&gcpHjHqc;cQ9oc#`5~m6s?EVw9kM zO_wb8m0bZ{oraC%1gl#FAyu7 z58h@$n&I$1#KTgD{0Qg?M9HKbZc?x2cBb+a$n%7YU|EX?!l;I;(~D@ zf=%m>`Ku?ly6kzxhLmS7AomQy>AcBAr93~z8+YMYZ?eCngzHADU858@3L+ND!FV;W@uZ8Gv&M5*Nxe8({u>a~Ca9{{{=v95 zWK}TJ0K|Cam0v2qoH&VxS8ZzSwU{&QXX`r%XBuUYV=H_+_;(A9wc~)AvS62CueB8r z-t!~{U`8mcSfRg$JdbFa2nls(8VU71*o_|TNLt^r{7`s!IA__Kq5|UY$@&8CuH#*% zY&;nN%gFt`0MHsK!NVf1N`>+K{w^`B0{k-Qs{oWWwoFlA`Ici8B zV2w`DRQB6eb%)A6nS#YVcn7mN;E~Av{#QDyWwF#-aGgmD?j|!S!WNQ(xR>rNDbDd| ziN}RfCcKjGle+iP#xw(+I&czoB4(*(d#^kvRcPr1luMh?btFEHRb1SJ*TV_tFv_Ra z?{3nhkuhH#fPKc&mEBu_P6U@BkK00%k}jW0e1%6kNdF5oQ)`UoBiGkfvqgsv`Yp6E zzYe={_$-m@6 zVv&l!UxXI_{77m&&)M=PU5?HD*1%1G+Oa2!Gt3#YCS@+q)gX^)XtGad)TKEu4pvsK z!1_cV=z}0aeyQ<-cPKCO@$SK|i5%dsAuqQqRJSYYwa|S4F!KJ>H+QSm23`lL@=WpS zYQn3}t`x7Xa4eU%^;n7#U|8xQxYE4vl--;erS~NLEp+`=2>n8Mjy6pU$%{vE`LvN? za8J|iNT!iIwSN(x%a5_IlET?-=yTGG`zYi~{CqWK*m)u^qa1mg+wfjljX^*KD9Nd9 zi@t!)X5a*s?sZ{n6`qx_Rml0D&>+=#Opg8OyyDhWJ@E!Fb2{f2$t^F`ap3Zfv=ol#W??^4Amr|iU39- z{8C85_8`PUH{cPl9lHge`054vQ?wZQr0T4(1NQ`g?|<53P8%En1X>s zLLFR255j^YS?sVQp7^+J+j!)tl7OHFfdZ2?F{_XtasDNBnb~>-W)kAbZ=6eZN9NJZ zM`4wCg;0=Pin01k(a zh^s~;(*W0yq)%R`s%SY-D3&xs-7_bs`3Sx$)KyHmaki|_6}=i=F?@FcPqU?~s!7|np+ zdV=1QOhi2@ajZhLG63>m1s*ZK@baf?=eXNHpJ!Q*AO72{5;H&zOt6ynTZW}t5LD?z z6(-DBG!mVrDhOJI!jtB9cjqA|hE5vAtHPfi)&9aRaWZS9$+rsBys|uZIQbKI+~dU< zu(~`*k2<=vq7n#U$cU2cSpg?P=iG^NO6-#XuSRjFKNx$i-nxL7={m#22yL2*j`oF$#!5i{4H+^56vgO7Pv-CeDp&8ZG;Q{B66_5(nmBkv;^? zxuh>&5L5dLG)mXpsZcq@rG-Fe@t z4T#~oH(eTW56SXNwoU5l(B}8H%+&19!$`Zr7SEY z2&%HpP0R|wBHxGmGzW{U>LPCgHPLA}2w4S~YStRFJ6$+!04Gg=jvhAatk}Kat@-d_ zBi02h>%4#_#*3l}XqH7=B+mW?7lFR!WK?>2^ZTAy%|FXWIOQ{^CDsHyhihQ{PaGg6-ve&K%igd@2hX0N;mC&_`|F*$nr*&%&qD05C z5@i*RDgfm*{c)Np4rD4IrH6{0fxU=qq zu=KVfn-Co)HykBq#J8qL1$6sEm-g5RPUASffh%Zv=!9?)(AJ=7#JGly2#wF*r7AzWR^9iIH?5QJ_vMN~Jr4>nc6fC*#s&vP=->Ka2S z%+H+h$mitVFE)pcj(as#-AV~)h_KBftim~EAQw$O^f}_t#^Azhgd=I<{VO#{Th6>q z`7I|9uE7deSXeP!#xk++AZm}jm~-i@(V5A|{uHNq&|KVVA!&9L%6U%r6BZI7SEt|9 zP^xH!aP&w^nhfRkFqa;buZ!LC6S7w*wzKU@lMBMp1ACp+lLRll;-S4h1g)_2nnRH> zgp=A{LJHsX30fVrIrGf}im8&tpGPNye$9ul;A#N;{65EN<(p>ovY4gSq0Oz@hrww2j2c}E$j+OTPt4(?D*z@}lT+d!e6XBNQ$Dv3urTg~{OZ63 z{jopAm2rd(KS8KaB*3W_5#g^f(VskIvRHc6Bb#C_(N(3_p{mAM|ve?9KWz% z55&BABfDw4ECh&}Vxy`uLW~Ya&XUNLPJJB%0I;E4ol|juHkQZ8&ZHbDC_P1lwrSJgDJAR0Y3 zWh45rC+;Hahy7bXP?UIWpe)9+2s)SG4&>!skrH9LggS-ciH@=R*CziP1l-gbTU%^R znmu=+#VFNgty*c(Po2 z&4`)u$_iM}u%DM#2ry*Mq9OG%mV`r;KI&_TQR8;+Gg_~qr-{O|Cu zmuSt0AuqYz9?JOL69IS3V&RqJ$6u`EC||@`RqHr)MHnq4cj$GTvmR zr5g1Ng(I25zzxq-G&#%ME?e$>qiYO?1Xh zco;ln5gTCJMJUC+iHK#${D+%mkNX#3;o6{ey

        oI;Twfld#|8ojXTD9*T~a!-LN zPG#csRJ(A}qIHE(Y|BUcF`h+!@XBBC7~c;e!cjzSYItoWkKZC!^j*>B;_ zg%s62>!h57#P;EPxFdN*S98)~*002S`Bx$I7150*5YgPLp$S%RPajDN)RgCHX)exG znkHCv%uwzIj8h^p#kaQ8D8azqDEJ^R6gt3xOE$i9?Ll^YNm|$ zearRXsPGxAS9^X;ij=`K$)tv=I>PcVe#mpOyCu8$p*#%nHH@3Z6rOY7J}l+Xt$o`f zZv(xB4V{m^-*a-_-Ep#D~L+n*S_EYR)H<6Og0(I<0$2US+5Q9;DiX_w&G9s4>Orh@PPB-~`cmc%TkB;2=O~nVpFT`gMZg5~8 ze^aFYRztkw|GLAhBVcg}?(c}X9DF_&%{3AgkpnG1#_D!!D9{Q^Oxf_Mn4t(pbaJ`7g}X>j@yCMr&79S&$_EddS$naV6zK!V5%|{s z*VpJk3q|GEuzG8qN`oNc#27&Z(@&~+RuEdF_it<=PO1jXzWUXG_{XdjX%ztQTdl|m z!v1*R$YT|U1gaPE%J#o5o}EP=GboPAgV1~TmwnsbdobqxjC9!&!Qg16-?yd;tw6CY zmeMMyY3vCv;9TYiu!UL6UjU$W?&w!yj)mMIPm!Hm3UW<(eoVzQ1Rn98{oB(X_AS;)?WN34gLL?cf$Sm2TsQ6yAjjl!Hc_mMt-?`ZCa>W{B?9Wy7INGS1 zGtwRVaW@tpBK#+(_Ej&}>O%Zq#HqQdn(V{c(jPCEWX*XEZOCVv&eFOZwyKkGaB`TQ zyAxh{dDm{BBVFCNo!(H=74rayCG38?*trepg#9(fyb8Z|YcQGGA9D=fS29Yq7uGb{ z*&3Kmp8Y?PAM`2iut2b=Up>beOye~-P&K*1pxtF3kOuwJxhuyJCZ_8d7s3U{!e%Bg z6^pB5lC$A$k9Gib?#VPdso+89)J0$qYClo8%RIut{Kwou+EJo@ur!f#5G^i;lszL_ zfLAbErm-KI4JJD6HeJBon0~8Mm(J}*j&z)Lx{IzB=UA5;@1FMq)k2%6CH|1m6>lWt zRX~YFOH@HitAy__YvD&zH?TQr~_jr#r$ak}G zRB0t)&Pv&Lr|`l5ke`owh>^axmlb!V7{B6HzpO`JwwTJ#r*% z4A`-4R7tKtuRrh>i7GhG>-U$RrE@U(6MP3_!1}IW`W#?H9XwK<@AtnJV8i>TfhuTy z2haS)@g!bNq)>ipa?_|KM68hs_myMlw`ridhT=@7 z)&oYf_UU3S>gUaz(d(P2Gf=nWFU$WW9{xVrWk0v?qbT`m53%ml^xA>ycS{Q%z<91*?<)xJD#jJsSJ;olQ0G#EbN!nauA-kdtcE5{be8jZAlOI-s;o zqp%i4?o)XCI)uK~q!Boe8-?G$j-;z!e=mmcL9kGj->4xNh^`aw)WoPi<=9GiUkhaFi=ooKQ@jV)%oxzg=<#rLjcX2du zqMuofP#9KG_8{s?IPX#&cx{rivy;eygVZKKLCjTQ*QGP{EcmM+&qc%SGh*n8hrje| z+K(_{eWf@zQgWEHz1q$?@{2|NbP~_53>2MbZ7`76lF*&=M?21zI+)6xxO?Ny+(n+) z0J3hU4jm+mYdn|JPOw@F_jcn<6;jh5u@t+ZMx|yWriL&ZfFK3Dbu!mX`yz8oj!1#uG;K+zWhp&haWKxHnUB zAS&%x$B`4L>U$d>{;K$!)X9~zPz{{o?c8nG=+POCQ{2K`h*-Bf)X`k|5GpZuK^mi0 zqs@fu?z8z`4V&Qcos1W7nLHe+Yx7+!8SO)l?zDq_|C@(8RmwF=J}gicKlcW}mU~&* zZV1I%B}T~sSXFx(qhdaz`<5WNE8AB0j*_C(SW`hkMGGi2-s_;L;Mhb#dq-sC9=kO@ zd;X1#?5E&j4xCVT^Z08sZY=Y9;r++rodGsIEnYl-{y{&+xp;wgR5E8OyJn21Q}=VEP4 zE(h{2a@+C%!V1ftewI^KHqx}c!IP|o~d4Xwj}d7<~x+a2rt1x$spgpovCPU~YnSR_K&LLXmPB#NX7~ zUaL(D{NK1HR(eA$?e$ccvKZ_mKa1`A{S7xmQSXIHc;`aOW(R(~6dSLIzr4mMI2f%w z5nih!3Q!%fw_XTFC;?4!4`vB>nn8;o{~&=TiKE^KBmun`Uk8ti<%xpB7_!WSc>Pfy z<{!9k6Z*M{=RK%!Q7AS89b15jRiglJ(7WrYv;KbThYZJ?bPfHykRQu;h1Q|&w><0u zutl@yB*bnLJa+(|<9ma}i`T_HdmI2m&A^C7oLvo}sU6}X;)#(FPYL%I)}`~wdGNe={^QDle1GZo%L4uVMgy=U-g)!9 z;b1Q;TIn|lv?A3NDdIG0<@H9KJq+Q~tn}XdT|x|iGEZ@*IT}X(15?GQ zE5Ctoy>Cx^^k*S@@L$iV$K8gy1Au!Lze_=D_@k@}Oj^DToc55EM;UM3_eSFu%nv8N zRaF28;`FfE3x|UK&aux1-XnTUe*TAXvR+$49FvSCLaR;+kcxUFui~xGC*Q7d zqKFH4ge&wK-Z~zRe*X&HdlK1&Tj9_K8c5^kMuNqHp-OYH+C+zl{ld|qUUJ*x%59V4 zQpl&?lIs>};`rdSNl5&TJmyADp%*>du11tYMdIKG0b)J?jDo8%wI6F%sXZ7CsTMAz zASVy*T@K;5dz{^%rkw_g*BLPT%*huCT=sh++IeY7)QT0}KB_>z%Yu{`_{yluzJaPh zNA{t1@gG~hRE*?G9*e9wLDNp}oPW;)Xmg_U_6Xh*zCE>|5;ArvaM)D>ow?nF254oY zB|0srFgm!4|GJI60M}>!SuQ++_6wxB6~V&F`xh>fvMA=R6rnR(84MXT2JdtnI68hZ z=)p-;@tNv{`riEi#9etH726*_))1vldr75zeNROjQc4RdX%FS0h18Q4CC^fpl(a}Y zX;G52&?fB?p+!`r5`{$e?fhoD_s-0nxp(g6z2D~#?lSY8Gjq@Rp6~u84qbkX^r@J# zFwaT1btqGaCKa`Z&mt@~oOF7Om@{~&`@{XxvtRuE=^;;9b=Ak>u;BYaiitsgpr6PA z*!RMtW$i?UtNa%r-KsBY0~8~) zC^!e`9zmAn_Y;YMk8G^X2_I`zt?SGELX|yOkoc&Opw>5ZC{VT>goQLG9vd<0AD2NX zN3k7#dq_RDrq@1td>>x!MYUDb<4$68&vmei@pw!=An*>tmq3+Y3$010N9+gJz{B%o zWGsV2bjY$ooT!NM(MLqb5;jt=QjG>h+`CDN6EzXh?oxoJCP>pYmJ;Wy7zPoe5479P z)7rAACs$WrB(A8$SdD^uw1|RqK(-CGD3@W(X_HJxTqtqp5ckRo3Aw`O|G3tyeTbps zUCD+>pt>H`_6CclhKN?ll=p^&gs|nme>*rvU)>zx!dv%(KG`9gWfp_b|F;*0G`#11 zfXqfO(TB@Ut6qwz09URflhW`{``(y7r8&_*%q37neRL`czP`r&fXdpN$AMwS9dWB) zrR5-BtATL~Fk#pG+)FH4>PJnu%V@9Hl=Eva^`YOhnxNS1*x=iWa!&lc1rh2JG^X)6 zdHEE2@kXC?ggs|xBV#S8ZRBM)mEOuaAmX0I6;b*gM19}1?r0;tYd2RwVFnkruvHJy z8YrK*%IOjMD!<{&@PS>4C?`|$kre^Pvqs{f-&!5Sr6^{M?#~=NH~`zCIvzwdG9nW_ zBl{yRx;$=5voKWMlKAk8V93mV-`HXHA^EDh~U&VZT?enQ$Jq(|aFpKA)$AQHfhIIt3ly)5D56-+17G@I%);(y1Cq?#-{mK8i;xsz2dw%B7mzg-^kN$@6 zhA2;L>y=xl0>JdwpGDPHK<2~<09ps1p=&%Fh#~Ca3t}JoXkR7z!ST~LtG&GWGr|re zQAsqGr{w-7y*Ka7vZttCyc~*fN0o30GduJb4!T;wVREp*Qo<)#VI}>wB*MxlQ*lLh zMWSixjR$#O3ZM2tn5pAUmSri_>x3ECz(9kD%RogL4c2FG`FGI>*%8`xSC9jCR=?qk zf9JW7$90R7mB$0G8`$*t_#AYi9IbxdL?Xmh** zFK4uk=gjy-(*gY35=m?)(RW3EuXA*B6r@OWrl~QfL~@0ELA`@tHCl`}i$b9dy;+4g z1f#2<(gurxkm-c*8+9$+2$5&_pobnPp-CMfJOx`>VB&mz(mMe6Z}BU>MFK;jOiTAA z{g2RSlrMy@1;yfT#IRPeQb(ShH||BO|0UofiNwn{1LjD*87(c9=<%Iy#kn=Q^cc2$ zD6m3qRicpzq2eCe*}UTW&5_z_GAzp{RV)<@wWhZVV8gFpW#}A^VJO;z!%q8H_(v1} zE9Xq+na#Ch$pUIF$m1HxrZBO1GJ!qljOzkP zAUsF7mb-zCoWtYG=4jZ^^BJ@8vVx0Rz62*}RDPU-CcLob>LvRiOtMkvC2KZG5|0ia zwOL8M+O|itAHdCo>z>_k(YbgqSX&n$u%UmYy4k-?6D(b#H_JJHzYCqZ@(13Pbo4)W z3hTT2^WK$O&7sVJpXR+4ElKZLi^KNTAM)4LHy0O|K<)@a54Ipb&OsZFh(6_q@JD4! z1?Q8iz2^+|hO)B#d-H^ReyZ!rPd>qPB3IW|M+tPWHzEuuq3HAZYa#jMrxq4x<4Xna zy}3*f2Fzu+J5flK@;cnHI1r+ zH$d1T5j@~AU;q&ta;p^ivnZW%&U(^-_$J8E8kb;Rz=G_&M8VO^PkU#A0N%SSTZ;6N z_s{ULfE?<>TAFkE!Bq-pp`)RcG3j*A96qJ;I_BkSoJ(lh<=6;O6yA1SIo-onLFJ&z+ z@(AX9Bn(qVsCaKrwlwZEAs1rmAqW_BKPI;cx1cGUC$)FWs1MWxG^Zhsg2OOpr|ExXJ%^#Y+k`XVi>5qIK!|CCl)SrfJ!=L&Lb)=_AHAws=pP}F^gSx&pp z^R(@I2WQO^71jfk*I~lQgfP*51kwd=xtx-TyF#V1CyHz2Gmd9qdEMdXUts!L1?0}C zsRYP#$>W(JRulG%u!o(6IrOv4R5#>b4f0LQf)mh;`39#Jl-TeKNYLObi1sSEE4CsG zGlt#gnl)J&cX1;agNB-V{(D@ZJ4gGUM7Y9wIhj9>{T6?|FobKOchy1u{P?ie?sS&Z z=3h^L|1SAi^?KyL@Px?2&;xcG*=!5#(FGc`;FT)?hWOFRE3VroH1}CTcvf=+vRam} zX87t3U+`?IIYO#xhuL~@zrgLmfvAMbPe5Kqo_^kD+n);&J(r99d$H>|k1L$-=I$=0 z=L~vL(;2$_vZU2+&V?@$Snny|NURE2Rb)sZuxTP#>nuU`;5Qk7T2!NP%eDjMyC3J8 za*4gYk#Jd$`snq9P9pj0y?-z(XTzSgPmN8h@3Y7Xs4DeR{Qh}Y>_cL~M2>ca2KXMB zc?H(pkoH2H&_{G8ymWZbWp^N34fBohl5>T|2ZpXXqFGmZv8dZqma=kqR;G zUUA49I_)oaBkuR)-yr3HP?t77o`u*9UVn}(ughx>T8lA>!s@W=g)zX^PIztg0RF5(vW znt2H3f)QvFP$@4X1`F&542Vuk%M(8miSaw?0p5{_0a5v|=(B|MLMHZ9U@GMjb#zC4 z$+DpPMG?r4iuW^%^61#ArQ2AMha#%*@7DT+QbbqR%6qwfeP#u25>$ zn)5ul;-1U-)R>aHSXvNTWuahgZ@;;V@N$gsAH^Ureelo~$S&sCU#-m-8-c;CI6`cx zLL=0!D zpy~F{A7XM#86V_J@wZCAwAIc6UDbT#-Xy<_7^wMj9)*Oc#`CH?k2NuJg)Yy;oX?Cq zv8|5z(nuNbB1C_=qlS^BP=QO#ZgtD1nUaUXY|E6f25XP()VHWx>4asLhPhM$~`Ez;fSCm+@r4tX>U_oVFxt%qQl0fRvJDwDQPbSH2m z`yRp+_@(p?Nm6LHK+tyMTJHB4(9O!0=#D`91!%M7vOYjW~Gfc;0Utopq{w}sTNjco82Y3Q)zZWitq zCQ$%S-A1|h%QMBZ01zQ%b`rrAUT@{S`Zaba03#$z^6hk*L*pnOK6&kMQTInJLx)5* z1C|^M#O9$i7w&DDH3+U*^fVMtmpwt=q$kb%3gG{@S{8=P-TJjdu3h&aa+ff=uQ| zpwnE7gT`9n)2B>twH4bY=kUyCA00D9UICT`jxzhCETXT%D66 zsXQ)m*KRk-ddc^CD4s3}tL-b4=IUxAF4lf4isrfF%i^VP2=+sEe-SemAjG{I|0M zwnj{;38Ko&<41y?xStPA!+5YGyEY-+8+7kyUUYW$qZs5IfdlnxF>ELh@jE>>#x_-a zqshH#vT@5A-8I)!pXq~;3loVSu zY)wwHU4#f@U;#B;Qgrt(I(E*NEL42Y<-_oK#D#sJdrJ0WiLN99+ERq8ON>kw-?n72 z-U8@>4RKUTG9taZ`PDuu%p;HnB*MwNSu3d@nBHnd4Z3ou@Q|!rlYm zmzBgXJVedYslu<*95f|H3qF*n#(8h^H#MbyREee-`ifB^(XjQ`pTh(DwfV{C!=Vj+JfuEv=FAk z%8G?58~#}U>#D26!Jo+PC&`6GV8A=^mu)@*Slolsa)o_UPeUpt192A177TnQQGL!V z9LlVo7uA0(SOj5A=WIktwf@WXtF^2Mt945v>dNKDXF(%?lKp6WG<~(_;xjs2kaUu0 zh-NO2QUE{!QJ%+c5J$B7Wav&6ps3ac7`6lc>xlcDg{gpdx1g+1E)aQ{gIoC#Zq)j) zuy$O0t9l`YE0j^hR4nF7VNA1v=qfZL%Z|kgk{p@53>a5v|M&&NS2*hWVTNmJ5BUCk zDQCt6&`FY@o?nvXLX1Pt$(***I$_f(F64V)bsZvACc*-VuEUN&QswDLin>RGm@hA# zu@QlZ``=_bvX-T+oS#4o7H}eyWwtiTZnLWE3RICrSo9Q4Jx*D-voy^!#-Siml7t}+ zc)?(pD*TQtcpCs#2{v^i1B#S6RgbR6j{%Dio`Gn~wkBM3xo_)+SX!fr%G$iBg4RT+ z!;*mjOd^Gy*aI+SFGJ93jNM|2;2lN|mB{Q2l=}63o+EYSCx*PjZ*o?G0DE1ALolwO zBEqEi-2@9x45w&^0aW7BbNt@U!GArtjR1Y|ov z96eok@+bU@yB;QB8tK6L-Cpn^LpWSG7|nVs$u2!WuOOz#ED7;Vj#L0#g(1VL6m>1g z7l@!hl(acTu36BB|8?!G{li9xim};8wJU@J$)Jmcm0aPbZ^i+SXZ)fuwH~sg=J-FLCRMOAg7-<3ZuOm9y~T;=buHJjmQ0qFD};>ihbRzZ0;&>Gvv`>m0An_- zd;*smvy4x2l>V%!kLK?t)$4FU;AapbsZVsGrWv*Ate(w3@4gp=8K}%sa={KSOy0&= z%}j_}{VsZMwZL-aUco1a)aaWYzt_@-i`~Xk&W>gjLW{>}(m%?@Hil2|*Vx|Owr;;L zUBqJLh=$#k5%YMlLrQkSqDOJ}-n}&s@E2W!knQ0c;nB?JC+2qb0HXzBUS+-?2&11w z!o@|Dx5@oBvNj53!nhSXOSqtArA;yHKk%Gmcx%v6mC5z1xJz1!$=CGx zR8)GnJ&YCm6m6PQaF+@)*|BT~#clz2z8+2W@XJ{5jvlzcK6aNUvJ&mYHc#Y=)J;?C z@A2(gwSoBmMr0K{wubcX1xsxB=cVxKw{Krb^xx`y{=%h1NJYiw)US7{8gB-NMZuS0 zVHaVBkMK>(ZRG_(H5MMCp3ZDl3>rzd3ZHoJ5Wd?L0O4s=A9?ts`COsNdDcEP^u~0C zAky#x;pn`NW_9FIG)|zKw+OC~CJ3?V8v_E?l8$f!ZAF!Zrrl&6WXtenLSMhDwi~5N zM%pRCRanqLe6{PA!Xp427+ME+h&d)EgPsMc$5+l2SSos1F!1ecdV=hZmdl4AleJvP za*)9yka^DNhL&3Ay**%DgK! zo*Pg24P|S?%N6;nV`V4e>ZJ~L06{>$zk^0X8%Ftkn0uBtpp>u>RXRt^pNIYPQRUAW z1>3+(QkDM7qw_(e=y6n1R5nQxcl-Wfl4j3t3Ka!4@zlk@Nc=@w3dIXS4+i08KwQDA4~?@nb|hZ*T*N8CJ+9 za?q!x;zM4acLIPPmYTeibhE-Nu#*?PJZPc=Kd@{Qgdt=PbyHxM3!?x~7g2D8z!b@f zjy7V4*SHIK$#(~2=ufL(q7S8RXViGD=9#+cvhFOR732{LmHWCGRuE!xeTbEeyHM(Q z$zNC~baF6Z4r|-n==^H35YzA-?hq3i9(|oG6iSxPzan%C*G3_f`-&C+dx=3maZ%|l ziK7Y(k&SXkzx|#P4ATq6pHIWrvA~*4FqFeNalIt+8jAvnYJ#YK+waeN#=+3>yUM-M z0R|fm@kvEnJfGuQo=6yHWhRx~5_sO|ElJ7- zq=#~N5Cdld3n|83yOUII@weOkU+CLL_t(Gf-8KiEU7HpA*ItvT;?kg<1I z*QK*Y$Cx}={GC)lvtrwZ(^Oyb+$T(Sp^nbl6WNDX$Yw;Zrzp+QE31%Q^?S;b{f|AH%F}jHg5^OsM4eLd%C@`f-um1IfKXoU6X_(xHc@F?^NGZP{J$u zs@``ERlaMqZ{OEn=rk(wSD)mI6ZNd-CpLVB?vi?|@>KDdHPD5fDu1@aAwYChBc{@ULCz_JYl6R0WN zSiEO1^5ULr%OsxE&zflO3AR#Vh|{n#Ck>>cra%KL@+^OvcStfWS~;LW^K#15W=%o; zXbI6_0y?LGJRpp-M0X{*9UVcBar7Hhv+l=UCO&O5H|63vR^L6&(#KtS&v6hkRlY+h z=O;i%^?Cr5!NR^^MocHr3iaOiT@IA!-p)L{980!6svyKOY$*rdt+Ir0fRZ3yL6gSe zu8S>0oN5zc%PaB{WhrUTbcH-<_#=g_p&ApiPWqW|2$S$KG%Oc?nU+9hE}oBbfpJM< z5hh@z6m*Tj=q36%5v>a+%I~nQvUJ2%^O%*3-3#=G%>I$oPXElyWMch%aYDBf5XO z;n+53G=j0Gj*bp8(`rg{a(~Vr0XhNIKPX$?%C$iY@3DuWB_XO!`E?P$%(vUl zkDNUNOKLqeDH$$9X-ps@@+9|hRl7+##SpFlpJ=@jPg;OkqhJYp(PS>z`|qboVkmw( zX2h+XtizZoZ4i^y{KG#m3bPjLaXh8&k#F{lE@djjcF<2?_`kTt z45OtwhcOxABp&NJQCKi3Kr8eAHly9GaVhOE&OhU;U3(ebUuIh-Fnx>xRry$ij_nW_JQ} zelUirl}&|90O$dFj%dv*Bl(JNt1p^4q)Rs&;TZe`1Sd)Nx!-B+b7{)Wom;(7XB@Jq zs&)^f)D;v`IL28Tp)RdKcT|wGgzSDElq*0xv0UL7-;sz#t5h^6 zUZD%;aLVSP>2d%70S_;&Wznm;3`R4D-e9rxwbiVqm5d|k?@{$w&~@-`FA!LUO(DZS z#|Gcv%C##Dna3e1$TXQFo(J3*HF~Xgi$yWA;p;-Hf1ZCmsz++zyKe!)BC-Yt9#J&B zIPC8FZAHum{pzF9n`gK*X8%!q)kLvN&@}jtwpgA} z#n2=&Yy5><67KDu31n9x`o-#9{;r5<_3_O7cv$>sBtp_Z4A=9fa4yv-K;?lU)UGWt zZAN)nfUaj5xdLp1XhnR1j)cY#SiA3ShEOQ1qJ9K72|ER}Cfg<-tfLW{)eTsn9-S2z zE!pQ7nhNokSgugSpJH{T$e-&<>;%Q3^Me*{0>g^E$Yb9TpT^!!t_?5N^nXBL}p&4(H3?&C|PhAk##+!Z30hbA?u|l@tR$d~irU zA-WJu%iu=ggS0)tx`J7_9~8l+j6D~&%~k|6>9GtH#G{TJ4PRcTs0CmgzVX!8EMCES zQeAMaFS&?_f>R#{*p#yHO&Ot0G|i?s)M{pv9j7laGat0Z`o5alE*gs0THbgbw2p>3 zdNMMbkwqDbe%N0kl^VydL9R5r>BUJtDT*2wS_y{_H&z8<1ve%!5xR5ho{J7GAV>ko zjMw89U{!R`hZJTSjjU98@@gHjKX|{N3bhratO5rG01a`FXbbN@i5P^$p8Q|qbw zSbnl4P-3l;!X0Fq2v;yYO!`i5`bIN%go_=&U$al@JaNt_7?}b;7s4I_|KP>J_n-}| zJ$=XvXl!J44Sq$p;)6g{6RgE0=*&XH{;bYjmSy7^T%RY6963!IIqNvRTW#U$$c-{! z%DkgO{JETH_9tZdZSVyOD~jyc&?C6agBUkA$_jTbgsA7T;wk99GQ_AQ5DsbwJ2tvc0|v`qaeAu zQ8;YlBc|Mz?90XFggE@@VrqX9#c81|;c&_HP-rLl}nyIodMvXd8}yf?wQ*=G#q#yVEncD6YWALhA2A2yap&0$SwR{q){rtv`7( z=phtOm9QVZ?C@>E>wL}@D~h72I~ah`Z?=J%=cO6J%x-9`vn+MBb~ae@!6(=M{@)(# zbBvn?@nBUgIUOThYGGkQ%O?1X!1d|fyQhA4$(m~m}CV3t}WJ>d-KZU|P!~GqMu0x^I-?bz zjD}Aiw|DPc(O0b4k3O3jQ#y>^L?$4o1eSja2Af2mEEVp87hndpQ%8GyBdtNF2U>d98?*tmTQF&KxaT`=6r z^Or6KR$9ba>G_w}t~3}gs8sRJHV6LbB`iEeEcf!}MLi!ec(*J`UkeLR64r^tPNvmx|4K>0EujO7s(H|6)55uSfL4hwJL)Z6aBkzF5=pn-K z%J1;`*g@!$bvKX3>h~W<)Vl=6sPr0v=cOih2N&swGa_^kPeMJv0Lak10&WKmES}m) z*KeyEHl0t?r!xPspj=@EFShaQWEKHmz!hqm!YqKAaPw78*vRR|nv06JwwmjbRAv=b zBeMT5C#Nm6qKSW?szL~sF>)dt4;G(`eZg7==F9dSn2F(=-xs)wc26?)iCoip14gw( z33w7g7v!x8k1NOy0pm|gE@n!N=yV9*bZ@mj9;~?~n6gj64d}B-_~;#^vM6!7Hm6E{ zTJvL)i?Bkf3Fylpp$Yi97M4G)TdpOpF`rwYHTzgUW$@x68Yl%}X3V0S2wN6ON=hoA zD=n%b2EVq3&>%g&4?jDPh zHLixe{a5Xym-f!4Myu1PwZ9w4 zH39ThzK?eE>o<}JqM@t;uCNTuJJBLtB)Q?{dk8Z?n=Jtyfee_#5B#~B3B{KDTWa(O z9wFsVW4mJl`l^m5E95*mRR;5PotMpFsj|n%!hY-;#FL%^^)Rb<#~DDI@FU5|Gggdj zIV9dzpD>;lPj(Z(wvbWP>0#bv-+!!eYvYn0;KN<4#Wf5?pQoSGOYv8`-;T%R61#zE z1Aq)=w&8JN=P?K8CG__y+sxuCSNO!~=5qM<-MZ7D`(t{%6h{n|CT&|X>~Y%=iL8v% z24MTTtZK*-WlTgQ`U237(17ECD6a4Y-wLbacFYnIx|FWia<6CQv7q^lAxPx*DG9iO zTBjN2mgUf2Wc${ZM9OCP%gtT^;ipRNz!CU0z{+~~dH+$=eB{pJD^WLb#SV|Z?x%puFC|Om=v?6h z@2T+3U$tq;y=jz`v?f7YM{a{F^N$p_;c)?pVmcyv&m?>h6XzKy>?)4d`_}`V`6!B= zw0zAUJ(v0h&Q;Uw&y!Lzjp-G~5admsLop&gJGPBt7QJqwEX)=1%%_2i`;kqp%$n1K zVdDxv{pPgS`#Y|f$1hh81vB_dPkxn@g}%AsV;lPOz_>y`dVjlXtw7Q+Z^IW0`9phA zUn1$)sy=@B@WBkNb5@fz>_U3)efkpkko(V`C?Vbi{W z+5T;dZY=`OWW#YW0aVwlobjcbl$Z^ zLBJJivYIk8GySyzFgCrodW!Ok-k}o5W?X-Uh575LM zTK|}ejpn;m4n3)8{4oWO#qBk!!?xzItFSf0`}XQF0rfm8Z_CKY$fbRsjuCIVHn2Z~ zL-7!*-3Yis<0~=ds+`|RlYz!CDO{7Pv7#xr0ABS1y{D^M8O{zu#6)0kHEgIT+un3S z*8U%H*BwaJ`~M#^B_&CFmo${pP&81qNYT=wPa3qeXcAi5n^IC~msCm!DJ{xQ!$?zP zhm7m_opHxG_nvd^ITzpG>yLELdCqgsdG2%G&-;0g*ZY7I#*GpNnovXl-8TB?>EP#~ zW9FlqR8jH>oDgF_Qq>)F5LU5^P|qpL>T0Q^gGkg4^^pvO9*K$bi`|~ocl{vEqP!xRf%`BFq3laQio>$uCBpXBHY$VureR{`qWJ#>z;0m*ERe z&5bD&IFP-;LPgOGZbelLvO$rSME>jyfZQ(fp>O})9ljJZKn$b;Q}Ex7kiG#!UmvoH`DG`C?$_3@uYc=Sre%{2r7iv zoCM==)`%Onz#Q|S6;0R<$?{q4=NIb#7?IeE@}WgzYJZ(NZQsR z^F~4sDA@ojzW#~2$@h+&>Ljxpzuf=G?{h%I;Xh(baM#Uqdn>UW{hu}x zLuoo0WtiY36$07KU2$kq*q|C1CvNrhLblp{+O?R@CTV$~C2%9Y(RZ4Y>y4FIuS9K& z;|3b-n6EfO9lc~8*mQ)D$sD6 zxD>Lynfju{ePD+-AIC37^`uMhB_{b7gFf-_En`qs9^q{9bbiU~7s%qRFhxghf+gHE zm~V*sVH}Ck@iNsWYJG8_R5C*WD)fh(nXz{cE@^t)Zd?wa^D8s-PLK~Fx`MAnrbTS{ z)i669WqH1!SCbcKzGjV;(Px)VvI#hrVL8CoHILFyoCk{nhwjG4pXV3&uJpT*b&OU0d8_mPJ02bdDs02a%>AC;H`>(_0C{=2!(ol<%l#N-wp45f;RFmN2^@x@ z#h}dz54V}y_Y|#Pvu4dFSa}}Ki`t1PP50h(YfDQ&nBX>hHJ&|oU(y^P&v^%tGfIXs zNS$P%N8}8AAs#zw&q+7w_lPDcjo3x}bxsp4Kt=LkCYYw7AO}>j97%Z)Xs+)HFY}(X zMlIso=BQXs?4q-St;N6KeyHn4*Ig!ZpgCPY8Cwu~O(n!=E%WZ}ke&6vsppGeiQdC5 zU~|kLcut+#ihTPUyrXGqdLsfEqHI|5Qqp6ZFed1PKutdV8V?0qV6hlX&gu_t!6LqY z{X;TdC2^PYo7gF0LvaQ<{r0V2uU@?t?qg{!|Dgw_&4JfSg{9ysiQk_;VhL2 zPk@at*#^8rPa;pG>ZLzw75U^WdN}>ZoN`(!!$Lzt3t;u25jW9EP_**sgR7mHXp`TM zkMu|Xej6_~s;b=;$=Ojf;C&K0Nxpr3Dgyywe=g4_8w%XF3wGJg#qXp`g$>66n2}N> z>L7?vbL8Jae$Y9Sb=Jjip8H*Sej>7MTU)I*_Py5rE&CEXxhG4x@JmtA0@-qy z{->%ek;cXmgkEC^WCQw>cWt=Y=!P=^J}hftp{qA28~QdUQE$MHf}LUo4_W{fg)!sH z;e|W!%d+e^G17v!9SKG^!4AZl=P|x1P+naLdHn5z$53>eWVdoHP*f3fH0$w0@OV7l zg=1!0R)cQC)LGp<@|%4Is?7mtqNLDtm-P1aK#gCF@%0sAj1hiU#9BRlwaockII=<$ z;^~L(VgGB^o)PZGlFt9T0O897(=F)0FkKXyf{pq;ahpx&dGgtiMZ7}I8KJ{+5NO8L z0ikIGTv$J!%s5B*MtK&uh$-{P_+1n%b^F0v;k^9-jPQ*@Q{1-t-#d4Vtf>-KIL+R_ z?fUj9J@rxjmS^6_pV5C5%6Hh;uI)2tlXhR@Ipi&b`c#f%2}n}mI)R>Jpv}D4n*UWE z_0Ki#%K+%-^9P!WTuU|R4mJ~yVmw;}t4b#zw>6-zxlQXi^Y$atl}vE-7W1ecB=>uJ z_+tZOr4A`K9fZQxeRlGG)jf#NzCKWVB({hyzokxPL@pxfY=lYZ@3KQFH+DqC;X?Hm z0E*(&Pw1Jq9IEw2tOUS*7^i96>&wXhfnsYrS6KzwK1eUA*9s9CEs#}5qXPhlmU>&@ z&&nJ!z*W%M?Acp|AsKQi7DT7&+Tp#HZyMAj`8^iz5b5PeTMYtj@CKFl#XNW?ee9#9 z-G@&eMqcjJ$i#~_oxuuqY4=a~hSQ?B5#_^4zL7W2H{gIWAy{73yk{$L6+(g>x+5$) z2~%Fxz~q}Vgm>qeEz!kY%Aud|QO~@_IiY~1C zXljX0?RBi`hGs2*&jQqi+pmr{q8d%f`m1on0;q?Oj(Lbv4;>SXTq57%Y+PQ&DWfHH zNo~N*;8R$7dXROKIV>8E**cv^AiQZ59*o&g++8r?cgs9@J|-{PbdW%-G`qigZNrSDbYyJRFf^TXXujuOp+rOpLiq)sO8?!*f|c^WR08&Aw{8CBGA3X!VJ%2h=ATHPR4I5 z;2FN}Z6>;+)2ThgM!dVvo(IF8vN7!2FK`v8PdLPR)CON(IFaUS!{;uc_Mjqg@3|n02$Q2hu|$HgxGez(~0a| z`^>)P*yESqCXdu#7-{0~@Nl=UspT@`(5|Z8V|~Dip)O`)j_WCWxN$8bCS{(kpWWD( zCkJ;s+7Yy-zj+*l?$_w85)ymcZv)F}8{MFe%%X*09ss)i0C*Uvi>DqWxt=Vqfz`|1 zgpDq}Ox`%JBc={(MPL*x(OEF$(9y$(go${FROqj*1VTt+ftR^!w2CkPL*k(^!`lS} z3KX@ifyoC3B5#a9J36jQF6TUZ`-znfT%^K#r|LI7Kr_tP#?E&k11d4j)LscpZ8E3x z|ASU&7>2UdY3)4ZE7dMQM9!iYO~9QHCzcT#@NbRafqA8|(}@>OOBS_W ztq1l6_xf0Ayx_XD!6bB_y!oJzcUo@K6;+O zSCsT44HYxJ1O-(5$R<2qTv7&1%x3=}W$^AYh|>oReNe>yI&S!jv+}KEYU3p^JDgVT zJJIN&&q2h=tP*SM^+<=PMRT?B zEp%xua12^GUFjh>V}1L4>RrAwH0RgY{l_v-eJ+~v;vrCwS5T#S1Qf(C==-0o;P8Jz zpl?b>bb9dLJ8T1-}oC zl{Z;#jTuAK&N4NcCD2jJK2EvquWq3UlwGS{Yjb-(U9cysXguq}!g-?1_GpQHD|e}I zb(IxocNzu7bpt~Mw72b?Q%dWBKzDa|kWyVbg>^R`f18T=_nB`ohj492Z9N(9D#7|C ztXUfSx$Jv~{{lw4LRc>%_rzXcr3Ta=z#}d@IVlT60q8PHfn}WLJtCuu zqr?>BE*0S7(UT-R$I{T)K8Odlprs|qfpqdpCn><)9cN?X1yZaFw@92I@B5H09%uq? z(S31h2;CVRfyd$FaOCyBRtRrHKYk)kFbs8wfaxwcN8xT07XDxh~A1P?;f>CjCU`jBU z@pW9wL6jzs*^F1e7sS$B!gd!Y60F3prz>{Op@merJ(kK!16WP>#=PQ-zJ20b8 zas@1gpUYrbN~(!k*mj1oBy{8oz-2);wUL`a@|g^2Wf&R+762pnwJAdWdARZ+@)Dno z-{b+*_+cH1F5ljHPX}iXW3k=JCnLL~@)(VOsk2^wpK5dM_yGi0lW>M{|F1LQQV2!Rm-kQmfaW7oVLXSxBM4)0(`@n@2{s@Zqymg* zDGEd|8O%D-UM6JEbO6Vm0MJB!$azYMWyN@TwcB!>r>zY8eFBeKieFDh^TU&7rj2Sh zf2)Lx=~mElWG?VoU#bOqVx0#bPsKB{xJ6m@fDb}PZirNH6C5`>v3`WMo0R)$5R{ru zn)?RcJc8`E!W6BM0~OwJj&J=1bnow6vceCZo4jur7B#LM7_(fI%bPb206}m*mVLVG z>A`K{{nt)I&-5iG52Pf)hp{kryRPwZ>|rgA@1f7fEPBN|N_eA+E?hWpmx9^-OWH;F zV5|2iGm-tOn&|pWTC&YvfeUqejEj!L5-=S*Aa0ARz0s4?gJtv8qQc&o`rA)A`yH=Qn16w3t+d5_sI?Cbe0stZ?$LwG(cas zEYF|F8zp?Za}!35DRsq@nt;Z~*<*KzE-kU>tiX@2i9t^X!>QuM(zb5J7O%l#_Vl0V zLbwe~o2rhSY~RnGfkLU^d;9-H)q<-ZwKDdg+*xJTt~YOSL7hK-W+hZ@WJm3lHj1W3 z*u>AF4?d_SriYlMz@lkVR9&;jzu{EbSqZ0B^i4m!NPDoqNA zL(X(-FR#W+LU}&`fCVkkxiZU|q5uSFE`>5OzPl0O6S1hwn5|nSs{wL>(jso{ZVYSgh5^ws2XoKqqw69EF_ zOOyVaO$+ODUssWRN6g3HIWU!d7}u`ayIzO>d~~F*!$W9{yg_FP#Y(|Bq^- z4;`8CCcx-%4Weri9b)nGk=G$j7;$0LOJWVK!0(XvH}}%7Z+>J;`&azIo6V#Q<3Hs7 zmQP*_CNtjN8=%4;2AUdmLIk%0CVMKPMj3r(Xn1KX7$8gadNz0kB<0Pu&Cj4m!|N_Y zJijs{2zBjN1Q>OnWkHT@l;@V?oPWM20R7A_F=@Ee=&%d`g+^j&ixb8D(x4AbF?l|| z_8BGmuvKtTv;E1O>^%}F!NMOV9)bVZr{rx254+!g>ABJLT<3(wsI`%p?l#_Umrg}! zD1C-dT`aASl^tH*ga1Ts^asilvZBPB^BYOioYp9gYB4`D4HIF4@UYkwehzBV0-YjMyY-Fnj$r8uf~SBzQK+0Z9+ud z2Wsg2EMF)&#gy1>dq4B7$oI$eYoZLm71=n74c)TIvmk%nx^>Pg96wgpvGlW2%qT9!Rv?&4jM_!TEt~CRl2^&-Mw{00R0FP8Y5C+J5g5{7Hf+v z)W!7CAtgIl+dipLS^)2g*08FvxO&b@|3OqxHlOV@P=OyF+H^3JK`BL?_vn!b^BFLbl?Ha@5D&7cS6J>fu*24x4Po&*$?!D&xE#a z<^L&|d^!B06(gAf(_(3!|AeS3ykR}g?^F_~-<1TFKZO6lA#3ng1^ zV)C66 z-uNdMAw1l-g||1AuE2FUtXe8_nR>HhiD~^&J>Io7m^OX{P*PG-l$TfD>v?oK zSkKkOA;b@ogp8b&{9k) z^ga61{7Mo-XviaGwVMTU$h{|H?!iwkS2W%sy`RPpmP6IKe#!<-0MNtV`Qizazr*W8 zB~89Bs*=do?)TTw4X&IqrAG7aM=&CLe3}8^J`5aZ)-FrKOj@2`Y#~Da?1iAo>D2#0 zRH!7%b$~OK2>caR0;?OY)?Mj`NBa8uH?oTV{rg{3RA zSP1}1XrRh&t8U0YCKh7;!~RO3>GjO7Ih;Kr7&elng0q`MqIbtF`{~0+PXLlsIEYmw zk>^+8ELue`{6@c1Tx0R>p{Vg&1^)*C_ zyUJc-Z(h+r4O9z$eGWh9vp~bf8|-!M1N?%qNTe$O4E+v!^gZ1K>c! zV5u{ux|DUmaD~NCuy7AY+1)U>0TfE8wVwBGmYlPP-qO9zuNTZ7H*VZrSC5HmYCuD8 z!GrbB?-m^Mq^rH7#4bZ2T4*xLAIbdc%M8_fC7#221#uk+6mjI9CI)Pj=v{>&@gDW< z5$p=phQLruU~qXqYLxt=M{xfUnrrEif{koda8&p;ZYi;j?w5GQr_Udz8z@3kF{xm1 z{rFb6_c&e0H$1uBhy-|l&!Dm4#lGZz^7WM?6Tia(K?LK6{&JI!&OG?^AU`nSDrz7c zELbjsVpnNA2K3$gllz7BhXIh62<^o2 zeuIV-&zU5mrInH1kNgtdyaw!qlMKK((Zo?wC9@wZv8zk?)K2){P;M_f2aK>^7pfwQ zjr^beoNl6S#{Gh;B|D!-TW%}`Ej}XB6>4k8Dq5<8O_+un*HOiA<~2llWwcgGq7M00 zm+lLDcnf+&Uw3{6Ls&E4=Us>>Layh99iba0LSwR2P#^Z-?Q!UFkgn@YPE>#t_-U7! z@$D7-(~j&(4+Jfc5}(j4 z-e6h;Ek7LruGkxz3G+pQqb{-qfcGPK@DfZahCY zjyc@!=CSsm%|y_)FWE3S;WAlkkY`8smmoBl^h&ikRFDJ*y;KVdHP;4K&un3-^2&v)`;y*y`S$dXNaM$x@-GcLzkJiImwqBNdq; zPvMIHV8tMkk>>GqJb0i?nC)PpvVN`5xR_@;PH=;3wjF%t1i-Ah)*jA#iYUM0qqUTK z;PERatd{*T#E^THhmJH;5L2UJ<@~tiV;hbJ${j0_L5u3}#H98>8%6|+O(~;3UG#{b zmAGY){y5YHG$s_cyc({}*&mogkbIb`A5IzeERjiv0k4tKQRp+~)%ec@d^*wTzY|7J zMFy=PjWR~RJvS;fhkgC@ZvbJC11FuO3nLAc1?hQc??Rqc&4M z1W79FA)o1SMTYo04#S)=$jng9(A%@;;9#Xp7>#|7a6`FMZ<8a#I- z>i5UhT{LXx`##p{U>q zFG=Ls)m6hhv^V8PKd)Wvf2IV>3T!bHjP$95H&ZCOpv9k>8nbD(0{{g?jebuTJGGC# zLzvJ2h123Ytd417*iFcV%}0$3N}2Cl2IKjfXNLQN6MO-cZH#YOH*cA2nO;~~p7p0N z#jLIUWg3fr60*xL_(N|eykun$KtCNYM;lPNI=SPqRu)XdSk#yU-5LcsXe!otEZeojOmfi8X|MDi!VQw|1)2!Da(c3>JFx&QgkLZ(jp3gcXVq4NlEq%s=&MAL-F-FHbo%Iw z`o}S(+*$W}_-;709ob6q^-(CgK>ZDXQSOd3CmI!+eiD#j>jd!V>t zt=v+QWpP4ZK`Hw)a>5fVrNVQJW&>6)=K79PKuM84nis=7%|Y2*hJqj!Rtvn?@u(C| z#AE8+5A_F1eCMU5xLAl0NDQHg>q#4cyVx?Evtj`lW8-VJU4DjyX~B=mthIS?KOnaN zv3YyURv#dI+?}c zh6(^pTc|HX?re!5+enO37$yi#2$#~kqu&;xe?R4=ZoCFSC%uh3hHDHL+i8`%w4?Nm z-RLka?c@67#cv7_EkuW4?@;sRg?G$h{5)<7ph!6QxsgtUC-r=ti2IsLN=lG_WDL)$-i?(5 z>U5~l>4vFLaeBZe<`%W*L*L3=c0d9(clKw_B2E{x{rNC-?i@_Pd)N1D#4i4EmQvv- z7M^!4H23QZ>UgNNPyc$icpV<>WqV1vNsAU7tH?;eQI(@u7zeJc?P(M}^bzGFdL{?k_Dv12E&w1_`5 zmb!3a?7XZ14CqYF(G&KHX#LyR;+k4+=ow8-O=lP!#qnAAxQ}+$yAv>}SH`@osF?$X zFl%s0a!oo);RfM?=!=s`)5Sa;k%njaZ^YNgU;*I`OR12Fv3UgUK(=M#b*(XUw$)u& znvc3zYGFZsetwR%IRV;0hw35*v|qVMlM65O5&(v|fi7Z4PXGlx6*@y%o39e=2_y&d zZ^SeE?mY(Nkdg4)sQ>!RYyL!}V{@eiX1;hdMW66Ymsq>fZu)&1EU(#uW^6?5o{F6@ z8#M88ejH`SM_mKN)UO!3W$|L?gf%afw~7v4;Drd?31Oe1S$EPUwH`qX9fpb5*+3KY zX#)B#>x?EmX-8LFcm&}enG3Db;+_-cmL7EQz-}&FXbp$l1A0Y_4N{QXJKA7hS2bol zX}&A~DCu|-ri@fyfb*Xi@mEi7*-^``KN~ACOXcK2my{|dRWbWO&J^@jKYU=0MLYci zC=0X7JoHlf)XO2`7wWJJyF|f5dh7hrP@M2PZ3sWkuK=7A7P2Qd+Jql`^`1;ay&fwU z6PgG&0?^tHtY#N%KnC(2mYyOESHBl7Y@LI19`B>CGY4F3ZIYgAG*9auFUN_s2HLOFDS-JM4C4-CH+`>^k6Yb)H-#)J#u3p=X?5hv<}9KmV)( zV3|GFU=ke1o)^wnBrsn!U2ulg+|4Y7dC-@>4y~wVw&W(mvcr5tT8Mmh~2B7TY_yFfU7D;jZkQ-wxXc!hB=b#{4H=ZgFth#xG*xjI4nGlnu1 zEzBG~XkOoSu(4`PvHP3LoDPe!M=!Uc~3zcI~5uq_3}wR6&<%BZI+! zwN%KAgML6>;x%rsW5%jDID)ml5Z)5)3-&tTVQSq>spfuDMaw?GmZexo9SlHocukrq zqOMM&_%@%e(XuTKb+Z!y8Vd7zI$&H`P53H^ni_mVr!q#{UL~>L(RGyUqeOYZUmpP?hi4lZ3fqcFmfwg9}^~03Tw!@D?DuX zpWQg8M_VhKx%RO@f?=%mJ3Hp6Jh!WnG0x)!wuR=i9N75+N+a}#>b0jC6rxl}kZ=eY zI<@K%aQ`R#=->i>dmQ_XXdRB2h51xN7}+aJDsCE!g~krza_zplW)meg5%8U zu^95ZgO0#u9d%em=36_kL{s%?5rkW`S_Scsri#M6^f{F$`+5B*x(kW{hj_5O;b;sR z8gEdsPn!cP9UhifI)j!5lO9DzrsdT>wb3Eks+x=^5@F@O|Mj=CE;j3Qu8v?^#P;>G zN2TiGlkkZD4e3`hA$N__49c)x6#IRLbYo{yubc^H6{??NYEpEaGPphi_kf?(5K4v4 z<9aD>e(9-%*AfN+Jyww4<&+1HsRA9T@OS&C;u}ta_q$bBAT{ypM{e=yOXiE)n5 z+>7e`JnJp+#p|4nFQefFSbFOLstw+2Y-?J$UC5PJJ2*)J31klgh$>30E5yb6@9qvz za^18|uLV2}F|maDCVMHbqrr!**hcaTXcW#h)<}|4Li~!ZdHt-7zudIIf@Q`%0BC1m zZ6z8kIWTbdMe)WJ&CId%)**XX)0N)bxHC%3DcOCuZ#`~Uh|=9%(c7egMRS(Q!Xf~C z1~WKz-$mrPf3CaZd=u7+?IBPa154vn6@gR;Bu5#K_jXMnwXd^TAG?vgdUV^_V+Vip z+jXikr8-00)qHpelXt>n3^IWz6*7iVHn7g#1)-0{kSB0qZ6W>!&1zg`PzaB9znWN2 z_67*&wz6K|hpr-H5_~hi3{ivk3k?s|3)T@ds!lTGil+X@sRUcY;$J?DqTyB$;`hE5 zGwa6@729qA=!LIvy|?rQK;7*@_b$NdIYlnmrVF^=a@Z->`J+D$pPWs0N@}dA*X$ zH){q4&)mG5Xw$DOeR33jd0351Np^*X-ntL>7VZY*6R4U5iG?xLPGP)#<9{Yiuy$-? zW7{@1w!N`!+xEtGvaxO3wr%H*Po8r=y#K-bX?l99QRx27^ixiwn$8%r7mCvQFMJGeX7viNd3(mMoR7lCZitBnnC_Vc;0H89DTO6PF4VO*6r!kjPuqn)eXcCTBQgZ&U*m2<$amsWa?t~!_wFNd43+V{%*^m#U{g& z%I`@MjL+*B%`ja7&dUMtKj1*aW$EUp?R^C9-8_PanQ5ni;0#$2(rV*STGM1#`E#Kz zH0LBv&d`#!;i6X}pEa=*oQ_uD#*00Ct;sIo;k=GAhELusV^Hqhqow|yS}ZeEH0 ztxe%TXJ2GZit$)I)B6DbiJ&}wF?}S9_Xle6pBY^fdi=kn>QOesl=xB8>#lpkH>q=TV~Ez z3B>06WvL9_2z+*$RI|*s2yk62m284iHbcNpK~X4J}T>YDjBIm}bsw>(hK^ zs%c%bn7-ON@H@@zLXB9fOKS38IkG$)J82k_=~r$MnRD0KrdD>9ICpU3@z>|$)b|&~ z1?aYr7;LMj;5<(cQbn^h(P|xM^Vk<@e}CX78V*E0e9C+qJ~%Ll(q2}=c}~+YwXsN; zQ{B<1YkN4W3^u`xHUz#MMb6z85byWfw7qD@kEsD7j34ZA&N_j@{|3JWf&|dF>n1k3 zAu>P8Wuc0=0n7fm%H$BCay+e?*+=J=p*5!Utn)FkdWV`dDf=v#&AMC8WkfPt z)g2ChHyhUX+>|L3^<5O`>9*2%v4G)**jgr~teqq%iQwHns>JA=f7|MIVTi=SQuNSz z#G2kci=KqrTG~qs@Tr_~Z~8NZF>@GswHo2&{q?YuF0H=0v&3ad_{eBk+{TOq{qBye zX0S25z>oh;XqqpP#fpF}j$gVGrs&buw~mOUDX$?&pgu$(0@n@-U~Ow?NIAn}%_22f zG<}$Jp$}00Mv_j(Y1;R-8L9oM_8iq%R04?#oknq9mN&Kc@1F{CzcD_rM>tS5pVnef z4h+Two)xS6`K=2rdt{E9zM(9^MLM@geq$hiO!M?c69ZBK(exvUGB?wgkZ6f^OV7(_ z9vdPN!MazA$=77h&)!`oWkHra+i8crSv`i<#4j*|sw&uLI95x`9Ye_b{6nO+LMsntJveiIKy&W3Zm@hPMCH34@4t4QRI zzTY(en1wfrH=E1h^7|!@{kOCEG&Nq~K1e{uPjq?t#FfkK_T^W^vkxW{cw`}vVjELI z7T$9a>mpif-cJe&KVQ5R9@eb1xd>IeIZ3aTo&co_ewaLuo#szOv!4KMf9Lk~RH7@; za&LJ<#785cRL1T~mNEX#iq186bSCW#|2-TY_`N?6)iS|7b>w!?Nbv9GifZ{o-pB>` z@ZgUgao{v(pzXpyyvEkK(=c((OYy=DMRNJ zGJ<_-oY^r@QN7M$f-1#J=Smo3^qfwP3BPDCtnL+nsaRUw>z8t0tp;xoGJ(@r4eY|7 z2p_%X1H^(V8MgzB8aJMLJDoq)?k{xq@bO=+ggWE0$u$yq5_1(;Wd=!cydul1WJjrG z^h$iff0n>Jc7Owb&5`UAx@_KT$(C|$5_j}438g}RmeKu_Gjtbl!sa∈TtT7aR-# z*9iElL(f@s0L?Pi&hqtcVfEHvCxG&l>qk0If0>Av)eVw0!qVdc6r zqzs%EL~dtX;tZ*?=z8sWfz*${SokM|tHCkN&uq$K#&?wb4Q}_^^UG+_p_y0&>%&dP z7<({dC{TIgXO}5vubSHBdu%`%M~gxte|1T;%Eo^sXs7`jtSXPG$i`#aF;`XIb|U^s>2T!IH>ty~JRzvA?i|5E35rVS z3aB-OVMI2yB+t(dwG$=%I`t2@tXHHlM$*(|>L4Sr&Hu*@R0yVmgC0@*=Iz|w@Z;(X z7anq3ePX0T*Midw`plh0un@a;qENy3PNSR}vhVg5>f`kY=hK11VT-2Mve(I4{OfIB zcBi`2fPvW|@cac4p^#AJAU(_v>*31#Eva6Lc!CRs%#R0Qs;bqdQZHHX;UHS?<*w*+ zuRsFfNq>-7s{q`=ioa+ob6we_Ii5ZVxy}oFE=TwJID9Gf?iw$61Dsgc$y?Gmn~m_ zrVU&_w{Dt@m;K_d$Vu3;@<_x`J!px`I7{TlJ3!g_H^X7S#!8=O7dyJ z5NSnxR7QR=ccuM{H7EQo6TT@x7ozA&Vxy*Q#WzLz(erwNEnqba z(>}&{kRHOK504e&vP7i^7de9JT@`Uf>|aX9=^?u?>hb>ychL-@*d}V*g^Vts#VGoG z$ox{{{&8n;;8`2H+-gBte8q_KDLnDWQ$z{Ee_p^78VqK-?JXr|-#A>u0ZI;-F(|ci zWIn$j2$-b)S}A0~-kY0G;wO9Cvvq21%DWvXAo3b~@i3H#0_=Y)eDCcU*-J9~3$isk zV$(i{VlUE~2gxOB=8T!9Em^eMNv+!)(TEF|Alv9Dn~y>4?~CdVdzm za0GIJJaNaA&K9zAF!KIYc&%GTIt@fDorMpio`i^~7){2yu;6~#n)nHOkW`56oq~?` z!drreG3}Q0f=LZ=-_DrOrlol`>=|Gu{?ce2_o2~5DGKg?Hfit})KC8!NX~a zId`5$K%-e#nTziLV6wp!PEk>3!F2MoW8Xg00~<+z#ov_P@=m4ov$t=rHadccEM2}h zX@%YiL7TFr5rW=lIuY=>I+ufB%H$o=!2;EQ-3y}JN8+?Z-`;8-xRITE5p`*UXFuDt z`agnlaeEYfSaNdz&L|KCB@ev8_e{GZTVXYT$flfy&*XtmsE5gJqrDvuiEj#f4HzFX zSkm^0hTqN&GsJ_2vfJE6%;@$3&f<12?djw+MWZK>eGKs=GU^{~?;(Jm<-p`HI#8m! zWM8A!=Gkr4OZ0KKQg3jJ?QZfnEI4g68~wT10L{rI_OGxmEDDKbs$;)P0*In#e6keI z;PQDPzIo(iC4WQ2epeOE4;gow5<6>C3aJV5Rxo1d3<7xE zoHe0R*gyw6XQ&!7ZXdY@jFf2gL+g!p5n2129>f~+;O2PoRA>zPzpw;m5b<%sBV-Yv z+ueKZbLRr;dI`~TL=lusP5h7Nw-z!3;|WZnCiblIhNKAWn&F(TRQ4^xHMHjqp3|A4 znY31*iX3#8ekHWP1gX)A|Kl5?FaQMia#8>5rPPc+?PyfI=)P9#+I1J5a<9{Nie$b< zLXo32nZbO6%RxYUz9%n9yj5^Y)Kztz?IAwgw#-?Ry(eVfcpK6pfS{~|Zv1O0Cw0W3 zkuTko+Ac<5cy?NiqZMdNpnulyG5Y>Hhz>>BC;R#IH&uklj@nqz`kBoEcY`5L#;roR zDuhpfnAh^ZAcV(Hr|X_Pvc#INhyO=K+N zjz7VW0T0bVH*DZU+ihhQeFq~q3TIYGi5^=t=1tx@F@vi^>;{Dp@XD^$C>89Jxx+Ia zG+oD2nJq_(($@)5ysgiqfDFW4tuGrA4KiCJ2ZNLJ$#4_whbERf(y|Y%@Q;m zqM!n(VV*M`qDkGimy3V7`fptA%7g5gsv#K>2UyPMsy@vy%bN|1^@iiB=Y|Mn$UQI+ z8B|yr_g52U60dKoQ)?Dnjz>5bT}@4|K0Pk=Fd0`ri4fe}%3=|NUbgW4oIT@xY3LXo zTF*QXs>148Ib4N7nhHr&js zuY?J&Xw)I1OyM&?pse&zrqigtVAGuFOYHy%sCZj_5OXJyveRwREwdrMJWq-4sHq`| zSonW~Un?R|Ux1fb<0e2^;|AaQc=bGqux4eHK=dgn8c+l8_g5ap>3w|bndFx|aMkv( z3~NI#V7Tq?Cnt7tD}&-nsZiy?{F^F0n_*-HQD?O$9v5FDq%O!F(@Ei<=yD584KT-e z8_|Z5J`g=u!$wD3>{Nq}DoP^+H`BKg3%C2_2UY*YfvhNIebOU*z0@SP9a~bJpP%rB zbw`&|wVQEB3xZH1X6>#g$fwfZi=<9(i*(i)Mx%R5SugSQ`KS9Qa6hJ!THXVOs|n{*Sanb*ii1|dM-|FKPVdW1fElr(!JG7l zi=eh(r*;E~@Xftn#lxw`!S`+9D?;F1dw-XXK6i+#Siq-qZ?;?V*|0-2Do1Zr-^>9U;8cT(eL8 zkYYKXIxf~K<0Xw=Ky%gxybu$Jg}%4GIMg>PN>nH=?z_0Ig9D)IA)PGu^YcfXG@(Qd z#^dyGq_C1cuU3G0I;faG0PUUhUG36LU8K;G;@A`+ZGjJ?tu`uFLh){e#WPj+3Ia8F zXvadJsOI)TX^k0lu83t7UvdHx!-oh8!7wfbRsFXutmb1Q&euKikq}7J?m16&c*2s$ zmTUnXQ-lQD!1xk_?rrOZ#68K{DY8ioxJ4@-p0DT`1nF?1W zIlAI@;Q#l^Y^xeAd2A8mHjB#kv1sY|e>fVTu` z3}^Z%8|pmr)8PZ)snJ@`W6DUR6H(j}^TE>?JJ1^@c(0NX@O+Xw;&~gN^rgO7_eV18 zPfwgNEPCWzuz$L8iKE+=dAAbLzCHHa+~Tasc|wtnp?U4!{)-pGhFe^LzJ1e-eouoEl`L9uVHPf z*BkHr2Z^K^lSA;bjD&Inv(b>;9at08U0%PG{=}9vEGhUtJ4@JkdiMU_2pu(%Q#T|3 zc+Tz8j*>P4LwwaB)2hmdY>U=QnbuR?PtXrAK3&T8I?;nf2`=}N%8s5xMbEh0>{N&z zqZRo%d^%8F{Sq#_|6{4@h;No-2bi6|FP;KlOhy@As>@Uu`ElR7;&ukw6`;NHZEFBF zXR8~Uj!pPxh|GK-{+{Bs7VqAYnbqC{-Kj%l^ZrQ$#DVw*@}-QUQbPCsi$$W)Cdu7L z9aC;9G-g!fLPZ4d;pphtJiF~@P+k&xf1YezQESg;=VLjEE+WeN^3qo9=iZA5|a-3YH`=VV;$J z&NESMx1eYsuZzX#0MB?~7o9I49}@#jsBtFtk5;+wi{hZ`p=+;5Z9P}a8a8w~v(|ZODpSt=>QQhdT(ah!sv&qu}iv@#F@{0%R zX4@$o#mKh6(aTb3K6TvePFSIDRo;$C+&B674>MwsK|M93(8xPqp}cjg@TAUn7C|%J zwRc+nS)-`-eb3nnb^n_4RGx@@1CWC=kijU9AnQyF_7fNv_`lDaX-08aDb{K{+22_B;nWF2W2Cr2z^kyQ;B5Y+c+R&rO^K5=z^-& zs=r?UBdk>{r)H2bj{N{MIDPb{<+i)tMC2(F|HzNZk1~`B-VG?^PpT=4bFZ*%L461WT8e_9S3Y~7Lv(!^)I^LvO?GYQpQ$NP0&+%~72^8KO(I0JaJ z<}Qpo@Fi0Qfxj~dP{=yjDgeK zl3bT8w5J1Q)pLM$v9elh2bcJ~KjZP4<<0LH2@u5Y{XT9KE~pGl*&}^&ljFMewLC|v z)_Dhoz>s)ik;IrMhbp)Sl>59dk(((|%KK2Y_J286&U&2h#o&P_YyI-P7hwdMXAYmS zy{s6(1c+8WIvDbD?MMFx+;zXQial{pZ(bqD!%iVUmvhJ;nW5rsXE!hm@z40SgDvY; z*IrlJ%RbJz6buVFO%~nhd)J7&JxC=kEougke+$ACm+yD(D@oUOh5=O|-Tx*8iBV(^ z`)5fKG`=9+x*2n3ACq^JP!#Y$cE_Fz-6Y_6B~E?CZO5zE88SFHHhtR!E89Zp8j8Tu zXx#*Fbj_o{Tu(X^Z_qPtn)6j{Ou$6_v1T=POUwScvi|8@eHJK6b={aFm)13(}J-+dBXf33}yo_!$@!(l5 zUTlP7%*}pA7u4K03HTe7ni;B8a{1B0*ZY>DUH=1Xl>woQT}u&UZvnER5n=Lb!xg*4 z8}6BQZvKX3NsZb+`5&tXsS_M6xm4pOkmSHImql0QH3rqVSEVp}u5@3g<`g~frVB)O_G*jDc|*K>0zBFEHXI|})17`(|8xlUkg zVm`KCg+GOtp^Wlux|@%(M@_eG0xds===kaI&GWh`Q1;>wj9)%~M> z@WWA=OE){Rc3%v0O|NJpIuO?4Opr%KpRES+m_o?CAziy-(D+0d#)>Xazg**R4!LI~ zVYu46K&BXTP&h)e8!R^Hh9JgWyoZ%w{9)sQM;&V3V%iP2CqOkPB2 z$)a@B!^t4m+(`KTm>8IwvCzl6q`i#BR?W)ltp_Aka+`?bx77;OuC&a_af1cQz48m+ z4ZdfD+igpa#)`>ZImb8trs#0smwE1B5QOYqmae>N=tyq}|x^NEi`ujYG%%fnjw#9VA&>Mc{ zw`7>q=!31kS{Q-L`8n2{fS4|T^DfcCRCr~>BAynbv(L`6>#1fQDd_6jRG}}&UNmpuOr9;J$x9$ zsbEN4ti5=y?!Ify14g$+3-D-A;?5npC=iGdXA)1@c*rotCEH;dad8L9})4|$xdn;Yn zOmpdg^yjdouce6cv>$tF0WB%RT;s-rGaS39tQChde&B>VDT#Kgp&MU_=-0Hm z`%@Zv$|-w%RQ;C0$R?XqG*DCBw#gg(S3N4ycM!akGe~;$6*?cCIi4ph?a9!~2{_y8 zWR5!2@2z2=Q9*YhK}&eohr9Spm{@8e0PiPi4{EquE~bz49%hsOBpJ4!-OwksP*dDr zF13aJnbZ}bt#0JRDQZQ2?q}SM55n%5FUh98Y4_*K(U#vPW6wA}ZF=;a7qo#cPy;Bp zMTT|Rj#`WpR-}mI5lIw@L~!tBRbaFSPOWJoJZ~3TrAyC;mt{{#Z`4$Ev{B@ViDcs6 zq(|MV#M$n7RSw{)rC5xL#p^jjW3kue9T+dXl+&w#q4J9OxAf|B%h)wL*$O)V{pvLP zsGyt)wTZcFnxvaAd?jsvDmM}&;53`b>;gOcs$iorRGk9<%ruqb`ZVFBVTax<5yeN| ztPDr=6qT)==eC2pK%J!U@nI5kP>!PZXIAGB$C@c*l*|~RTdL)zAto)$DrbsrRHMgy zZKRBdlY|TERgvM&$hHv~`;ZCS1L?4Vr!1WR%JK`n;QwoC8oi6^w-XmMKqoI%L&`0w zQ~HI%hk2Uk0-F?}CO3Ozp1+!A7pn7Bao3ZEnJcFPZ-nhScb5OFr}gy zqUCjc*a)3cj%S@3bhhKAhx-bHuB(CKz9Y4zWn>gJ6)3ISvMn%P5#+q}gNLg}Pal8s zZ}hxMPA|jeWYU+NZC)OU0`;e2g*^jj=EXbU!#`mZ^$^+ZVj1K3Mzk6lf4V+-hpb38l?SopREJYOE^>5;hcId)qig@xe9Vh%$Ic~ zckwJ)`AT&RijQXqYCTbG)XsXQ_(L%xwMQ!Bn}Ael@Tw1>J38npnNBvzDS9~Q=;LCY zi%0f?8FIceuRZXO-;AbZFP|q3j&;YnUEAY-P9|8 zqkHIZTEox0G(fH5s2v!Vz6N+|QKhX?$W2;PWHEyx;oF~-)Y`E!^rb$w$sG}zU%41V z&e_Cu+4PED!h)|}E%5Jx%Lr<+c17FydFGoZ!M1?-L&-;F|47Hn00|1J9fSBVL2_*` z$IJxEmUhzS(`8(OdWr8E(+%h^JLBv%*hc}G{^4+uH0=Bpm%oF*F`=O|%Qc{MWD*H! zC1UM~T`gtD4b}cFEv5=>m>20KEGI`Oqh{vdLk?JIx=MEUPpLZae(o@X%GlUGU+0Ps z$hzee$4+Rj1^%lFQ&lIequM=__un=J_xIDd^Y9-Y2_-oh<3NCngpoB}8X1`s!(o(T~O> z5Gsl2M-t~mL)~X^K0r+Y!WWpug#IcMdg)odSCR5}O0rQ&gvkU3)O_ruOw(yz5O++} zQ-qi-@VC6e@BdQxFiWxa5o+)@3Z|b~w)bZzh=~58cuNl+kiwZS6k+v7;x1^6u|>d# zXc?jmJqM?z86-a$A;b&Ly|m_i z)S!7u;l7(&?vnepHJ}U@9{%K|k|#KHSq?e3WBcB+`^GeHD*-4qNz5Y7HJ5dM2JrEAyr{ zsC9mB+oG-2R|d_=k%~m@A!3Q?l;4VgXULEkhmfg3dI95Uw`utx0;amDHSyxO-`r!_qviXU)lfQAc<*hAH zucC<(#tY?L{jsb~?Usn|kZWTQ|GJhf>s}dXzK^lg|H2UFhaZ;3d9m7;O8}&q7n!90 zgYws%xe zE-grqJm~C)j$(KN=#$CTctAot5-B~tzYdVRuRU{Dq8m3+Q*$Q>%(7BPYb8@oO|KRD zSWaM$mjcI57o2DJe>^;YH|l&=sr*L7LdjA;SDc!Qz5&5h@rF zV!8b78@fK#w0A$`j+^Cg4>wV#aOnFHy0caX35nplmDURIf;j3`!HYw~<>Wp{?q~Y0 z{Y^?0=?BRRvR@?jdU^#W0l+i<*EBBnDwEfhhKh_O_wrf zb#hTR*dqL2;gzg0@)5Z}n5Eo;{jwxP$g)d_xRB`ueBRmKAG&Q3NGY77N6UtZ1>++% zKzo`XTzG2-CwM?FZZEc!7KEfRk*%bE!;Bd#Zr`K9sK4AteRWHliNQlHA7#KFaF~2eDAl->*wPRz z(|g>)zaM{+ItKY-yaSxIxAyySkw=dCyO^cPV=QTn*LO1dMyQieoHBk8ACtpF`e=xy zg^01%L2FAN6V2yxJ0Y5(2=xp(&Ob1R+#m!c5}BntbVNOb;S9?=$)>SDWe+{ZtPrG>KN4WN-xd~o2Qz<%Yiw;?{1pVt+9o|7NP97dCuu zK6xuY%B7iIzE(&ayqsp_ZwqygmM)rr+o(w`Az}x|ZD(KsR9h?>q1%4~hG=wB+Zxp;f%SD_}g)k5$9$xpP`wg}Rnv(t!P~>^ShXwD# zgZqcO5$eR)JQb3-5`<53FZuIMR1%PR6I5yAHY*jx@g)XLELU13rZBOr<6QrIQ|1U{ zf(cyl!1HQ{&YDrki{L3(K{A5un@5lQsd!Y_sil1$aQ?|AiTeJOu^`bpvL%jTEC)2g zxPNhHCSm-#C2t7zIn7L5eop4osjW^e(R1b{ix^L)&!*Cg`y$+u zg;=EbVfSmD+r!jF40_6xH|*gvLo~V@Zw;#ILM@F(n&9BZ)N^o^hAHb+Pvr!f(k3Eg z$d>2g9g;;r#oOKSWg#K(?yjho9$p@p8`Qy9XGKtqm5sdKZex5Gla&)qHPB})l3`kR z_qM>$k_RWV4SED*aDwg}2pFhbeSJ=SjL9=jY6*)l33c6d@Q=AMhmORvgU%~2Q$ryxS#*=1qB7`Zx5>@6p-vXkj6ofCb&=R-~Lj+N}p~b ztz6U5j%-p=()t4GOU5lA#xGs=EF09ft4>DCgXJ~G&c&|nu~sQ%;BYjvE?zim4dLl zVz98s!-N8CfZ)QLXRQ zxv3L}T(mr5d?+#g!$O3B)$hnce*x79UEjVdd70wpJ(l@*c3xjv(;F27Bxjm_B?vV1 z7=g42zRZ~ak)Ab2uFs?adRD{X7V8gB9`!0Gbe$sx=mispTjc*$pfr_mdV_EU5fTv@ z#2-m>`F@p?Oi&w-cL@G);7IQC&u&dt+$}|wG1)ChLPFwDX1rJkYN2(7@M~u~y;u0P z6WBZWx$vCjqWZTj3LP-W9G$tpo&aps>}_0k z#~_ivIW$uEb?;GJ?JktAFwu)dGVkdlT{{6Vk#={V1=Tbruv*dx_-yYvmrBVod?nYN5~U-OAp zkYMQV0yV}Sx%aCj@`A&kUPs)Y1T?E|!Tkn=R(mitS`9a>yG|hk2L%YjDGm;hejagR zi}?a{L>pDW6nX-lF|I-9a5Ry=NoQ;gzG>MYnr;aV9nnI0XnHhhNJpimgYXF=$x-Ib$_3EL5W;(kypXUVyes zqEY(B2-8P`%4(`Wqp=#~x3RerRC&%~3h#v)50!-uP$ER)%eer=^?iI{`Lz*zz3T_s(1*nBgo86~i%O;I70ymg5?n%#dKx2mSZ0b!q17=9L+;Zlj4TAUZ#TA+Df2eDgwdOiqI8Wyy8gDWTtVp54js_wZ~+2HgWSa__#(p1ZxH;wcsZL7$K3T&`z8fs z0)*`hdmz@zoS7COsr)ytR8VK6rpr%RV=`ByzBj+y>Cpo818Pz~hiVZ1&B4G!4{Kw0 z^nHw9m_?*iHBh?1e9JV#L5aK+>;HX`9rHCVwny5z8xZmGp92OW^+iLa(=t=sQa&~$ zL<&~;D8L<78YVZ}<-ryLj?YHyRVW}6CPW&H{{^%cRMqGZ(s3~ajLB&2$=~-McLk$O z=+>35 zHHQKVB(#k4^04{KL(v1gG41sm{Bfj7s3skU#Iv6p3JhcpS|w*H^tSBZ!kQM6SePUZ z+(1)*o)x;tM97cj76jaHKsMDOK}_P{P(!vp_5z8YM)N{}?dwrogFdDJ<(+enI_+KUzy=Z(*1X zxl?u4k6{kvhrPhME*ne+v&k_8pj1Q7;JXqL*x;Wv^%E0+gGU=P)QfVkho7I{E&qS* z;ebBwF9Jex?=|NycH4;muX55H=-1+O6P2q*hb*3U+k2$B2ND$6+#v9*^hDt@3*qFn zgbxZh15S0l@5nSkeyF=R#T$X3zzQ-0QiOll2K&(-;s3A8qqWjUM9P2jVvxH3 z-@^YJT14K&3@UiqLscZ|XGZPtonqZCcKy5ymJz?eei|U=$kx@C5A*9-g{S=QJ^lS% zk&t*urYgGn%?^boCK!kyV-HQOpS~fz_wL@Ije(ACtj}kXM5D@&4RBUx7=5$S3!l0| z_ctK0^;lKxZ74uhTtuW?B9>O$_}4a{V^p7=`!0P-BPbp*6p#V5&auN&faWBISuhLj z5@KzRa1j}lbgNLjqZ)UrDCFE8^(=Go+Z|&<>%-&Ylg2xFL?#wOaF^`=5FaMyG0i^Tq-+wC7?@K=y1JT6tU+h z>#_U+2JXIFRYETAT=(l$U93()Rlp=gN5mr)MwC@95+YjuZ%EOSA0Zat$w7Cj%e%E6j-9!%aHVBWW!0f7D~^tY0kCl9I$qhyt(Jl$@CJSq|; zX~3?P(^P9Z>Lh{uh;fFReb+s3=IkLnzB;pHR)vuSw+BlVdL; zu?!>RHQ~R?Xd>1eYB^3PU|D-6{+-KVr;ITgdCtFs3=egFYJ%HIQ^a3XmueEk>Hu|29h`i*uEhQf?H=#dAQS=D$)JgF3DlR3&13 z`PJHq>~A90>#x{-vd8=}frarf`V8XD5-}e`vazya z2DUngCIZ~+0mi)(oB2ja+99{rU$q|8s)*uK@NqD&7YNCge=s2t7NtT?ireKupHvl+SL12Fxu`M)F( z@i5qvh?i;=d-BI5qiMWP-U*nMMloa;7MJm!d`f5x@U4w6d6IzQLpov1KOLVqD@47BB8`Amny z^M6e%ebYH}!Snb$W8vTVqV$+f%fF3*L-f-Cr*-%juu09}_FV5E0vWWb(G>98fT*7C zy#y5O1XV8@4?b9bKx8a5%V-YPy5y9mr!mb*TL9$|%y)2H--^tcOwIH-=W)2Nk%1!L zMbWha#n)|kifIxS|B(`g$A7Qp@ryUbA5J~MdLIy)~^UxcjLzLYacp zemKx;uchWx;5Pk)D`R^i-o&c*>|Q)wRpxapD1<#R`bJ*dz4LfD9+ZuAdzVGA(Po4D zul63Ri|WDaKn^S%=lVpOPL_U{++VGTYXI67z?{SB!|Zx;fQX!xA1G`h21QV6C-W~$ zgO=|5t@FMYzfje_Is7nH&E*1^&g|-a-7?a$1%@_`ccfAG52UFV{9WSmLhMs&qs98}XXySqk3QED+;$9d}=UlvVeo+~JxM zCloTA@U6MSu20tZKG5=?nFt-9+{`3PV#fx6D+>9zQt+k6N_v;zx%{%g4|?+ggbbD# zY_Z7-Sg*fs1Jl*3l!QQ8wf0tyL`i(sJ;&4>XFjuE-7p!U5PfOE*z92(aaxlQmuW2X z2>EousM6?DgLZ>IuJXG*7vcN>kqBElrhXVcbnZrp-CT?z$~1N6dB4up^Lz(;6)ex) zmMmxYIXo(86!T{w)ESA|4nap4F!_n^hcB%huNPQXTEei1CHuU zSfIr5;K-ynJUz2CIfMZx>W#8uMVxLS&s?)_n!|YKI2}z^ zBTKqMCdT7tMS>8yRk9JC-qzIf)4Lq6{(dTy!CE{exTQGJeah<3r?E-Q%V)zAaJkhapd)^>M~zNQ~3 z_IaN-583JQwU|?d74YTn`J(MuVNw0K1()DzW-~c@O%tN@3)XS6h;bO*@gunZZnZEF z`sfzV`sSO!m#BJXj=5S`J^_;F^vKVm7E{5(HnD)DH+ZE-I3 zQ1Tln&9ErRhRsHnludC66}O@Q9^*sGK8!)!X@41{C8K=ZPuA%-(CX?br&R{d!_z0Fm z6asFa@I*r8WbgK})pX(LUo*|uoz6a}$w?!ISf{d-(>G3Nm$8gy>V9MI;>~y13j;v)csq{p8_0^5_p7PZ11ZG6w zeB@$KMt34rx`x!|rQAv~$3SWr38sl~yshvGy%Yjx6q!#A+I~H8^82{dG8Pf(Jyb*$ zzseot(S$N1)!t-Ip#z z0Zw56aZ7d6;vAQE@80)sePu>CTZIfbty?0mY+f)fdgL0AM)a>IIo0i|CP5s5oJeivZJl^Z;R3aJII(RgPG?euUTC@c=Yasx#1ZtLIFjMBCSvC=`YG3xEG9=y z%5#L?3dh9acSPFZ7Vab$nuN8p+1f1?USFHxcCR)L9JiFUlqT72tsCXPdxT=v8-CMo!{skw_od^Ezg+-OdZ3kbcX#LK z1G6t4xD&7sQd|qlH-L(#wBly^c%lMHm$21%G$pkyU!r0ImVNIY%I@6c(y1p=^T?g3 zfF7E9+X~lZ<6zES0XOX6>7AT)D;ImPMi-v$e~g`QAlU@WBw380Q8!2B{PwjZ+wW|1 zhPyp{^87>)rUWWi)Gra>Ty07@<*wkR#(7*#Th=BGaOe%w`$z9C;%H|)Dmq8U`?o{? zF;n=cUuzBjwuA#R8szumuBZv)qDcSZ%x4w69q~zrUK<3uoEuo3t*FHvoS<{Qg02M& zFv^*VyA!0M{sLjAKkIU{a9gMQAI{zbs);W87oCLORU$>Y3IvrNdPnI*ND$PBN|BHt zMF<@c5No6fNC|=w5{iN~R0R+aM+_tr!T;U{{UxQ=#@d=B!{hb+MZv0f*cW&;0;`fiKdx9F8@8(>x zPh*8O95*_lyyznfUrbf!Lx#-i$qlD?9#8HGE5W zUG!3a)$7CePeweAfF0=(;b+}WqJLV5ZU3Syn|N9-uQcUdb#LoPmHR2!6#cf2o05$5 z!!4EEUq(~zI2}P=ni`{M`M;vCidE1~_7q$`I&3~~{y^Hj^RnZl$=Ax?w!bGQqmxZ- z*4hKGT!v>aKXmb{kWF9ViZlu9TjUiLZFZ2(pY9V|4k;o)7G@!PO7W_8@6Y`<-+lZy zF?rs!x#e5mhZVT=5IQd3qvoql#rE;cV7Cp$NQ(BMhx2Tv(r%{yi*V%o=Z!G2IMmN~ zZ4+LH_sI)?yJmWoxMZTK?W^>sRqm)_ylWA$S~l5mO-%NH#eA3@qX1?U|Fu1O@U>Yk zE$6k5pOew(KlKS zukN@U!mflTe9L@&iFGNU{pPI9<+rd>;X8L$ll45|1(kR2+&P!|R(@#gd0`qq>JrY?my2$#;EK99eq_Oyu7P-%lF_8?Vkzt=mPza z@c|ug73I*t zJ(LhjzF)7XgR{&VJm9$PG|v0uwl}XN-#@f&<(+Lk;pV>W-O!&#c*|M4=$^~>Uik%C zq}@5? zylP+7qGJHR8eh6}?ymI)b0LW~trIS6*{Pw(_d&AyZ~GR${EFWvzyE%#WXIu-jvM&< zV~2h|EXY?#$Xr@lN-wszz$T}fYHVNcQN7U1Gky2=m|TNhSQoFBC%4%4?>|cV#IkJg zV=lPolYf?^yqjA~+)wbIeA!y~B2CuhUi#-~i4ol$3{AM|&s^~~>^_+mnb$H*lgwZ< z#?)C^)scNcI$t}{?+j(1IUGr{^kOM?Jx}o1Ce^U#kZtzL4d0k&RF9o^ZHZTEpHhV6 z>!KTCwT7g^;v1uaUaAJsShp_t9y|Y6Y>8O^EKe5w=8u4zQqz!scgDrl_6UbeodT zzgX8he}0!RN$IRafAo<*Gw&R{1DwhXsxva1i}`wADXMuJX(d=`YIO!q>>imrO@pMa zEl%;h$Uc{Ax7cEGJG&Y-Z-!UZI{n8aMRZvu?yY6sE&ugD%<6^|&N9HpX#_BdQ5b>7`Z&ACg^JkMAKWF;N#INSM zoj>J%D0`Cl3cX$Y#S@PKG)vj=d*q`>T?%q{@(^kTR`hDtsvqxr3jz0d|AU?U8b2)qn1%-taJ#k+a zHy(DuE5nzxt0DbEs$cq#XT&OQuGk{jLvGw8Yv!ap zb6MFkFu)^9+UUxUZRtAXo8_$)IpscD)O%21jjb|MLHDIRx^Sr5DN1UW881mv=(CWvK2k zuU88>{fqL(=-X=!a|Gm@@?-m!J{sx?Qu=I@ZI3=F^5%=L+dZn+ycT@8L*;bE#(W#G z;F-M9lR}>p2c}+VA2J#vDm1+;dqx_pvvV{v{|Xmv)vJ-udQdbP-rjoo%N~nojN_4} zy-b3EXS|-Eq{!2;wl5t&K6a!sYss~@E`ECYzOZ0ju-{Iv`=ft)==KCh_V9zKil{>g z*e6y4x|1xe#%ROw5 zZh7i>{j4cGinmT*kh$~xLT2sE){6Jc?CgzwN=;JzNBGm6W1;ZNH39Nq8ctu-9|*=r zb9r3)WvpBM*s1n}7HmgZ*zH@97ixT#ws{164;2V$t^8BMb2WW11o=bnph?`Xaxr1G zOL&vWFH#l=^E9)KZT-?&S$szI{Q7wM%ByxMnv|)TUeSv)HTzr#(DFHRWmRc0#A=&! z4_=+QUmAU0K>7Xz;?r;~^nO@3@xiQQ4=ag0Y=NmJqqYWM~@9b$(1%ne2gc@jOB@MZrHyn8hic4)R%W} z233yl=-StkPHC?J}o3-{JC+vo%`SyADFl=V#s?gzK6N>{65w-&-Xgfa4y$dNbat(Bt zgH=>KS>O>km={_+{LK^!^I&fbEA^0C*e(?p|B(E47pX8NCa`|rZNs4TGaZ46Z=Tv% zJ=%+(Q#tbCY{Bor%2bJI)E)J--tqU)vyWu*^!+oj7SFeO)lol=T{tka^&MkqK&|k_ z&nkbGK{|f5?bTpUK2uD3J?o1@E8TBoDR8l3UO(`2zNApe@`?x<{IaV~t-Vck%NL58 zn#?=A?Im8kG4_poTxji1JZZo8`QwSwMrx$POynb9m&dkGJ5gWve@xAOjq|!W{eDs} zbcxGIAoyYKbz8A#7cNWQ8^ciZ)Rc-fZjqcky*|$! zZ;HezGG9|f5FH^uuWHBr>|wKX!X+Ck0|QYXej*+u@D<#34I;62^HEv%4?o_p{I+HK zV!dO{-lyq(;w}3V*DDwwm*tJr>XmoqNa|~}j1Yc3Tz*s=0Gs5mx*>V{tN~-2?lJa0 zJ5Bu_^^81}MaiOI+f@BQOi|gdt^4=wb14k#G;QQMjo18raTR)>XqDZoMk0}pYq_4Q zIL%tF4-2VEQ!r3srtkeBfYwfk@0@-K|6E%1s_Y=wpN4drt-6G3U(=B$lVIa}xrM#A zkJsoPdrR+pxDb8d^F&?V5*F(*yKVL1R$6k-0?H^Bsn6ZQc;OTF=D^!pL*ut&Zysi~ zr`^J7oDTGf3@n1bNGs!CepnsSt8|l9XEU`Sl^q;&cY=>A@ZODt^>2m>y!CV|@hBnlvoY26Z>7qP84_A_!ufyzpiPyR5f_qT?%>HiZrN1eV6yIde-g|t{pFASQ zh28wpb1us=LH|KuP|xM_Ehk-kCSK}?=$yIwll}Ga$B`Y|gI12aUBoWZz!-PZrSiX8s))HhEnes3I1{%~{_`@8k8 zkA%q>3ohN=mCxh`f9_t+c{I`Z-1$=R+oG2>z6)|91&14kA3O<~3y>y=*nZW{yW775 z|ALE|U-OCj7+X-!8+)2GXT<;g+s2Gy%#Ta)hBAiq_DRcxZ491*vC;l^;m^dz`>Ky4 zAAfl98}2-(5Mh8skx=qb^8=;inBd{{iAh~o(rV&4ull%0%6x`1pFc;eojXq7d%?C@ z9-n*tT)EMdra^S(%a}wZ3-ju=YYR)TkFZ5=!LUGSOuV$zL72?UmQyubc^?fSv0lyhFr9w zVg4A@-h8D0JRopwEV?J`sxzre%OyC=yy(xjxWD)KRhG#eC!H|3y$RXoCv8L98T#X@ zxpBrX#{Y;JeJz}UBI_cnDGB48je8-saLrk|QX0-N*6Qyt?=z|*T%G~3U6HmMYt<5Xv_6B!-!I%#br%qm? zy-&nXNiWLoI5e|rZ0Pyu_EU?-`^M%s_FK~XX6G-x$(;Ux+H)(qT)s)dxRCgCQBxJO z3jL-WJ9@NG7GnQ~6g7$S57G}72^{N)dh!*!s_U^T>i2DxJJ z%5;8>6ReuG!E@#QuGRBT6PhCv{99lA>G)-V4S8?%qiRd1hS~DVn2- z;I8@R9{lxC;O$Ut+9^}wSe=lC;>j*yZqPFvF%*7YlWLzwHpT*ji=G+yk zhriWZ!NR2jL-&j$e^|$q@x=KPFY)esyq32xfA-Pv$_Z$nI&+Zd9)y@}2$0Y7qrX%z zBwcBMvd+g&I_D;2+Pr&p_|VAw7QGmeHU5w|{4V^Joanj0T{z9~M;?kwdXag(jItuA zP8}h8Hav8C)c+^B`DxwP4+8g|d|X*Me86SQ=~hF>dy}#Im=6`ne>L_Wcjr2LFhP3v zdF@cG#J4eU6SRrlg?l}Mduh$&%L=<;QoEi6H?BXuec7!1{&1ywdBP29*WRQ8xUpG? zvFZ7({qH;Uu%k*S5$Txu)>!k`qmNuw(LbgItD2vW)?FYMav2DOr@@cQ-0`_GLw{h2 zaGCg0Pa58$E=9D%$xNAJ0=?EgOrBSyfGaZId_WI;47&MOj<>EwG6MbiipHrNS~jA+ zr(@&5U>A8Bzb?kZ<cQC`$3<;h)AH-e}l3M3yC-bF1I=6%{Q8Enuo%?gGpyNWA}~G-0!A&z%P>M>xZ?o z1}z`*_91~o+`_{me8d06hoq>lWp4g|Mw8R_|B9w9F)-XOOw%?HMC*W`Z^$V>O=rJg z|8Rn$wyw4|=e++l8__qJM}~rB47S8eQWLyJUr}FwE_`AGfNyBu0}-osB5#^je!j7< zIn(pBTzkTY{7?P4mipdt3g5l*KW3O*_J8$4I>$tE#HZicq-KqnzF{J-R!YM<%9QN9 zo9r{H7TKF-ck;yJx6y~1ES3YCq|;FaAA~)u_RcM)7B$MJ|B+39Z}M}`UW>;DA)PL9 z3ak0CYdP}^sxByZle?yF$2{i`HjgCXyBtoN7QE?Ei#|mez~Lr~v$P@}9groRFWv6# z_GKeF{H2(U_pkb%ODFk#V}@?>SN)nigt%T?rFAK)xcrwbp*a@qRbS-zV67kGvQ%fEWwIjK1; zD&h8dtTA1teyga9@JrFCrj}+O#b@IJJzJ(vhDNwAV=d(Ocr@4UZCB~rCBK}bJbXiQ zL-+uW5`D7iY$dHKuiD_ZaLN0BkvQ+vLO?zT(5WJOATv=XQGbV_-8+XeWkwxtR! zjZ}L74jw{1;&uzy4%avEll*t1qtwrS+*XQfx*%Vu;`woaessc1{rsdZf8a#nfs<}p z`Rv96&vw*Ume*fay2l4M6#lDJ>2xyCN@^efi*aX)RbEPUrgrq$O*=f`NP(#UqH zG+kjnjJc$gb4W#KjQAaQ^3D5k8U`(gzb^gUGpu;G{A`9sEm`*VIYnf3Wgu_o_AkvD zHLCLy;OVFrH#Q8LwS=2HUw^f}GnR24u49+O_h5?^(QXB2Rk{5hZ_C-j5%0H(N0Rli z1G4?HAuEPP9C8a*CKdj-!6+)es2?Y&R|#hLt+mCDq$zZUc?cXB7? zNz2>M&7!337rZ{dzA7`R!LQ^fNAe2R3@p}ikUU;`YDOYYJuCi3vRTScJ9G@o$w=1r zPf1OD&W4uMK8tv|TGX-bu)0f_4TAG6t!Gzg-WMz=im4q*x8E$tDw`L&4*G`sxM1-D zW!YGJ9a@Rg(G#7ENFp&zXvbvam59Wb>#bizNoFq_aw0^9c2BuGj!`G|V2(=2C@wuS z{nG&yPvf&wzk8~0$h$gzosGZvH!$eIo@X{AKX!GEMn?4`9^@$GFrVr@f3%@DH2b|H zm)o8a`Ms=GDs{Je<$3s1|Ep570|Q%K9h&d;$zzAke-}%=&r1yt+^c+fia9G$toE1S zL24Uv|Muf{w9aUN&UEsA)XYy;0=iYa-& zXn+?+zv@%F#JwQ>!NM_!MM}Fw+1k17QBAobdqrLW`Z~`?z}+TB_?E@gW<8^R?D5x} zj$QlfAkx|K?DwDwykm8NdQSLF5xxCU)2$Wv@@pC2o=oW0-}>;z-ivRyI?@pHN2wpj z-QKhINb|P#hu-at+a49Q3w}^|`08N8Y@delbA?B&)ty`$v1$UsSxFYv_cH-lQoWcxap6^S!c_v>%SXY%F7QgD}HqkG-CgST~EEd^#9;o z9C!F%TDz&@|9Oa}TZB(I$H_LGMDsB56i0Fmw2Uz5pRn@+f)bKa(mRw@RFP_Xz%Q>fFf=mWf567p&fdY%?U1|2;UhnYI*3~z(ym;B# z*8Zxalhwz5+yCzUz~HB`@rloqQ`0lE-@Y#`udM#~`Rg}lTri01-?08?WdFBuZ3W|k zb8~ZX^Kr%ngGYfMuC3fWO4_{JtT24uq2fDrlK2tU*Ka?3F0e}%`*pidSg)YOZqz5` zZ=9iRj_m*4z|Q~w8rlC0?0=7I5E2H!gm2~A3RyteCOZriaCz1|nwf}0uwyYR^o|uh z!wV5*{Fmukdu4Cov{&w$yVAdx!|$1uKVQ}h=|nVPsDcIY6=&l2e8@3FexHVyeh4^z znN`JI7IW5>$1K&h?e4kb8r=a<`If$?H7j?I8O~TbLU%ta;7m)>ssrgVNO)OhJn`)9 zMUNU1>wFO#cDQp2)#Q#FIw)Z8v4>yRX~LIP6+|Cu<=PWt8eSG7|Mrx+MxV1_k%tNP z7uba`qzzbZPub5(+OmB2n3_HXy8K!`JI0q)8T5-F&2nWHQ1+8O?YWj|8CwENUf-2JE`J;x>nJ{0_I>(2F^RWRf6YB3JBaSJH*mEq zaGZ{=DXh7ca{n_0e4fe(q@Ph7n78c?cvzFg$4XQja;hmCns-VMfbQ2M$+)diI_I!jUM|Gj8QJOGkb;eWh!om}fTvaqG+GU2%{N`M-{(@38|1O( zy-Zv4jdk6TQ-gUtct@rkyggRL=A|=>*iYi`T(8f}n%9Z#;n~P8h`)3BmeQibl*7iX z2JfX_+n&7!Z-N&cp8kcRd(S+iHl*Ign0t#E&O5L6a62t#|tsH4*_uh(y zx8>$b{ZX=_?2G?&wEj2iT=+c++w@zKRlH*gxGq}p_`{Obym+F>n{$`SeP?XZl0uSA z{Y973YgB)rG4l>KEv*Qmi`;S$Cv*bwJEgt@OL| zIQhPfq>%W=9hU%?YA4rT%SwCyj2|?eR|zS7NNS|)?%Y4IJJ8<~qFESA-l>JQjLd{9 zES4)Iu!2&kC?-SB7=|btWBGC~MTY4!3Yfnids{Phr7`NTzBmgj3VC zfe`r2lpa_Yu_fP@u!VsIy^o<%9K{?xq!{>&@Zv;4H6)dXR-A=`>Psij6POS}l!0|s z8lcgN6D3g>$c~N>PS=6r-1k7p2H^^`wNau``S2MvjYk#Xk8*>U%F5DI>t2eZ2wYItE+7a}N8qzi&7PAP z@jio@qSLbvHqfdv>v(WEPYyr4S`vh=No64RKORhN zdaFO^=>`|crw_RKdot zI~-Q8ni1+GA3D^O=TEHAmL^t;KN5n*QlB|?FP*YzwF7+`rH8)n8Ej%aLoVz!h>Pv5 zf0AX>(smVTamDp0-!~7U?<|pYy`%W!$)#O?R^$W3#1QkkHRwba9^0Pm1mWQQHPGxrKA?1yOzg5b5~*0plDh8{<`1Z_c>+yVnLT0iX^e z(5P-wjBG|W^b{Lag371zVQdhagwPL=0-3I3Dm=IqM8~(3S$@G$P3!ah8X!J)d&cmYl?NXQSv;9 zEI|nFugk`h9U(Q)FF3d+6d6r3D(!pR3Q5yCiUC*fIhko}2yjnU80!j{;|RKi$e+wb zL4`8{)FPq?1cs+|v+pq(LeiK@MpT~SEW;9%BH(GMHUZEYxdpV3go??*1Q=i`Q?V4z zN*>J2SfTE}+Nz(KlgFd1HiHJIrLbJ#EI|0gP$x<-0UUJ(=mA`~*OsV55SQGI#gc3Q zWo=XlQVZJlVMIfkN|NYqHj);RfBEZ6s-Hj?lT}x3aC5RhH@W0Ncu&}ON6}muuc}-AmHi*O%Y%JCl zM)B+;0J+|TzcdZRiiyYv*UUn3Aed7y2yn^bPz4N!2CmPUbsEYI4MLX9;hjB_3H`&n zKVpnQ%!Io`RMxg=aZ5oCgC+HX2LIz6AVefvDT6@&$kx zkRzF{MCHSZ7pXn%Wo3x26J}#dle-AR4tIe60e@sIaLnkF9nQIj&ymQZfuwpnS#r3} zaV#Q|H&GVJR0i;CoME^E$d!&$Ji&-D6r3e58R$nb@Mav6DOU~wAH;)@b94b?!v*Gt ziQs81p(9+i(aK7j(}J@^U?`4|uA>?--;rq=oe2R)>_Gx=^&tb=GeG=-w+o6Wt8)p8 za5MtrU@2M(<`;@k*Utfd%W0f3h~oyqb=4*SkONV3vOEvy3Z|ThTqmaB9G&BO?cq6D zfEp}vkOl!#N$CafROXBUKm-O9jWai{@ZSG6z$eKzT7o!7H2{2|k~S*DLwf(uMFI2{2bLI?y20VOUuQPhwSDje9dsVmn-CBPivB@hF^ zE|g#}k&}v0!F+%w1*q^eHUNPuoUF#fo5Qh%W-W<|ES*g0gEfC+ zq9_J#1eg^aAPv$WF!fVM%D0T8yMQUhxovq;AwVnHnJ0(@^TVw{gaJkfLb^7*1r+F9 zG>xgB(!=%G-UT(x@~7zy!kh%m}97l?OS)L4>L~ z;~zM<O%9X2}3Az;tA_#&~!2z)`P$rV45HJv?qC`%fhz1ZoPWP6aoQw0s#xnYdLH?=9YM@OZeH=}y2WaK!j-@D#)&aWx3JMNbx z>vAsBSiu<(_~C>xGlK#&mqQRNJd4QwR~yT~6vfbnVWoS8DAt4@v{yik5f{c%$ZEo#tY8{b*0p(-3D3-S zhoXv;9qf6S(li7k5lQW(@ET&!K)8%EIZPC#bE0e`&4D7q4dh*8X#k`EBp|p{crI!X z2YCWE+Vdb>kyI`~VKOhsSWs9g2H1quNcKRqFBX%5aAX4jsw<*^`8oiw+kkMXYX*dD zzIUPkBko3V1n)n0BY=5p_8bH9MuZsth(UnF?850+%N$4Xr|h=@zJLL}Yx(EDxFCQ= zM=+fcDmHQzJX#2BAIXtpP@{y&M2W;0(5hUPEgCS3!PsmHL_QJYgjOMMf_f6@E|1(y z;;e{%O79to6c)!qNe(tBKyVulqL&;f!7-f4>O)HdrBGMr&;~#gps55ks0)GzU=C6} zP?{uyGXbjr=6anu9B~ZdU|>^hrzo6ccMAqgEIui%xFE|)1vJ7zA&1+XO9EOcp};xd z08aD3Nj6!}2Qms89|cr$!a)3c&~Q%P0Iq-q)WauTR5vi~-DH10tqVlUjpWEl6G=19 z9AyQPOIrk5N#SsuDa&!;#HfC7dMRgE&Rt-7E(3spl95AS@NA>-Iijw;h=EF;s7gv- z7=Z~39T>|(6%skgS3MX!C-DJ)zbFlqn7V}#x)IGrAQJ<@Vc-E?oc9CP(STN{5bH}& zE#r@!D0s9AK`0G%5hNZIZj&g4KjKX

        AEnl9NI$SBZ#e1Yw_GY?aPSWn#nc`n(< zvaqM{d7|Bj>8c_tC3oM?KUIVhTfSn8XGLU+CA`VOm5?Ta?t0jqY`*$J-CY($S z1_YJ1+36CLFiv+K%s>yPa0Z&N52ytv{{VQbFV4&X!o-o+cn)s?bUBlnC`ZxVR1XY= z@PDZ5ro;f*A^wvMCJ-DvMGOHB=Rj^UQGs$I`weR{NvI*Ek7PURD`!tMz<_T415^=^ zXE2_1mU!zXK!H<${zL1%6hCRI?<2K;SH$O@DPQ6U*FRKnYY>20ZbqLo$-f4Y&9$ku0WrGQv%%`B)Fd*5b!L$)eu@SN}1y2|` z*ir|gg`Y(a_ed%{=}&ztjVh=}QVKv1Acp%$mfOI&ox}hy;2D_Y>rNDIiwJNnz%a2A z6q8+0zGZ`5P*IR7Q<1niT=eFJN|@X|JDtCwnFb(Hp}+=qf>wQP$H6r@1`(kMu9I=S zzkp&*OkAHlPt2Fk<^oiWrj5)vJdwp@fIPx>9Nmoqv5bt~Od~iTMbd%faf(7t0uSc6 zafUtU*^`LFwCd-gM1%lZ>Zv}U)H|t9+`;Ai;tU?Z8>LtbCuMX4LdB_k7VV?|6=Rc$Tog4U&I*wm0r(L(5^_P| z$<83N0Ci9VWX?e+Ck4ggGenCyF4K+ykOXf^IBQp%rtG}ryuZA30pMseR-9oH8UOJD zq_3MFdTzopI~XiE0VrFUx^n0Lg$S+=@H>o0;qKBaw>@SWUhybN)W*6V+*4o|k)Css zRWRlGQsIk4q6Z!VFioYkacoS)b%!5TCf44=h>bQ$dabXrpA|Qu`)VC6ZVIqC&D$1SV!i^JShN)PA1$EZ7t{JSJYpN5-g5p=c47vAGGIW_vTz;?Up$hw96}W!kqr(VD+kv@v+K)i-OhIU zsEo84oU^f+3`LJvN(6PN50;t4ycR5$0W0L??`tbi9SVKW~$6ysaBbVa?jAz zFr+bZE-(mIYFOn&o`OcQml&TQ$#dBzE0M4zwj}NE-5gJgm)C*Ub^w@ zirWi+x}t&;5KWybc(lwq+}*JhCB1;WSfO5v(w9k}0CD9YPpX1FtxG0ID_5KA;%vC{PbUSVC!* zgXK1Va!712f$BS53d+gNJPFtXa3w%$dk!l(z5oV+qQHQmq_UZ8e4ZdK7u7--p>P|Y zC)R^SWe&6RIXv&Bq@(b8VoZ(MYbZbnUE2UtAO=||@m4#ECkqzCv`+lB5n06qX+)pk_%U6qTLY}vDoD@-h%_l2nyS;N` zn=xC%%`D({lvm`<>-~kYe#!6;S`%yTTXsMFzNbXE+N?h!Fy+y2vQ-vyznWP3=j}R; zmSTutDh)S`{4npHJl?4Bdw;!egv=e0UyDvpMicAxfgiACe$8>-sE*ivat)Se1XB+T zm5aD8{GeJiLQYRqQs0U$M5E}_@Z-y@w-U1kq0RzP*x>Rg%#+ciEFc#98?vGhF!N8g zpXS_ua6S}YD2cafNM*yc1FQjct=TaB#aIKuWZ)>4M~2l54k^{qMgX4|Xd|v15kNPb zAK%V9i~h6xg(sDL@s7xH@Q>nVGytykvC&j^p7;W_+UnV8x=zxz#gcfNI&26P2vwH} z`&fm6eq0Q3QU0he8dna`r%iq0Nicirg;=x)+DW8kV2^piFmpvVRiU=Y_A zb;z$m_unX%YzgpinF&E-(bB83y4z)8*qy&TY}TH2ieT41XnvE=et#`R*XMqU+)F&I zHrrm`fK^#yRp_(ISohiZ5U=~awq=A}~p-_Na zd<>nb2=X{k8*tY0nCe_|pkW7)PKbiF&B+uBch_u^Gf0-MoI67(#pgyS-5%iN3H7Kp zM|^=ylf~;q=#9__Q4A`_5|uIhfSR)xh1!{+rUdjY!Y*FN<VMa>oLq$f`wOK?w<9_^!e#{q#o{DWKoNntaB@KKdLuCxa7Z1bMGv+C0NVhp zU-m%*YZI~kLx5w6u<{?6rx>q#jahU{@jm3R89^v>0vob@YpA_vtSk3WJ#7RNQt}4D zpR1CqCzgj?GNj6I)cf)q+6U)?EMCB=XNZd%Giei_>q-~Pqk5aJ@pSya)E$y(HF#6z z?fLlnoWrfy`%f`XV|%^o%>mTi6SOds!dSW2GSedN>zx>7=*T|gt5(aCqv={cfTc7h zAW%jJ;9M)J(fT9`OpWS@LlbqBu!MyB{6bxPwOuUVCGl6*oj<7N!tNV_f1#Lq)T_?} z8cSW#dfQ)K{2cgIY()Ns{Ft#q75DqPGQakPuCF7F$Re$>*dMcId)x`(Yg(ZVV<+s^ z^gN`6i@ZonTW|JA$UJq6I%HF?xFR<_Lg96y9B-k1aA-)%k|>Ga-;@;(9R|;WpnH3Q-y4wc3KCNmJOunwob4w;9=$Vcd1OU&7R^3#YN-4J zCs&aGx>WEB@W9eD_f1Jmd3hIdtICq??`x=f8h61j+6N4nY?#LH<0}$C-%TG;Zwf-$)hfSJb^rmcr!j%i&RRNvM4H)_rIM7nK9UHp1w1afa%DqAJgW01{tJ-Jnw@G^(#m;a%^I0!ZVS?|fj zH&#a5_NHV##W$fccBKyD5qx^-Pss1trGuv|qg%Zf3`;M7ZjLhE+;k&33xMp4lbS&r z@2NEb`&d(CAB9`7p6sKbIL$KcZP?7cCUYY;ZKj}H1TzK9jpJ52XE-Zfpvu}@9RQgm z2CS-q)%MYU)towTUjdMoBd{Qrh0`!Lz5uMxodGpFe=AtJbDXm{Hv=~R z7X>v-$!6_pwwVJz1xs*~1x`-(9x`?)f8LzDBl8?10l?q46AhBgYgnNBFAhAfh;omg zOl|MK#`D^wu5`hu{OpS~22k!F*u}BCi&J#Xd?tjh!(N)ay@VWL!oq^qS@O{!_;pi8 zRNqdxQTgtxepp!Bo@P~IdG-`o@KrjwFUa(5>YbRbEByOwE)X;GY086fC9yU3(p!= z^KBAu0iaxtE{R^@I9BRgSk`D3Q=S1l$l#ECNF%Dl@|sEci2KtwQ6*gn7{_{R3n?zB zUhf=|Z9r{-!&DsW!2)i?q0arJDOS4GMDTOti~fw-Mz^KL8PnhUBsGG6lrG%C$GR|N zT}^U@$iaW1*it-AR}lW0Io@9|8TZ!0JmZbnew*{37Yz_aLH><{nuoV5tX|mvbGFjy z`rXO2vKme zf>7~{-dD1119d-WYj%x38;rhl??)=W3*`+Nm@mhd$M#D<4KQbqGQ#+@Ygcd2*$vvp z_G=EhR4EY68DW=o^#AlO+7*e#wyinEvd@3~%_7{TG)043%k5SEF~8&pOO4YHJbS@A zgKqiiBK!}U?zjGH0*~#wkVSzZn%jC+$yY zl=s7kPZmyLAH4Qs8pPcB6CocYA?+WDKKfuXjMTHEORRf)h|3v`Z1LyC%`S2``}8NJ zmhWm4E2WPIk=UxY}wgGO)0+kc)r66fAP$E;gRZ_m$Aew==ft%dY zV8IhSZvobg)gcvdXNL+=4ie~-c_NcVsnu`OeZX3zE8pQV&zL1At&_P@xc7W#I^<5@ z`nrUFNBr`(H$5PSpX|&tb4WvFP@p~FnU=|E8En?;r1W#_OI@+6pXm8b)yGV+H4dt5 zmirN_!OR@8Pu-vZy;X|poix>=_T(BZN zs1|CAglMQ)XMEze+(sl~YqF)tqK$@HsHI48E?El+GwB`8g{Qc}F-~MdD%9&l<{wMk zM)q_C>y_EynG08l58*>T*_J4d$bQ;mwM^wM&gEmJh!1iOiY05s3G%8S>Ccy`YRmLc z0f&QwBv$Tg)B=~~SO&Z3n45FZjJ^L6v@S4y9Y^Ujm*y3QdTSTr#2|1>?svMEKZc49k^&#c-33Uk}%6Z&LoktdoL!ox7 zR}hr~1@eCKA&#BLzQ*;gKEFA6gIwQp3!sMil0R=S>d=)c^+#SS7zg>nOT+D`BiyxW z$iPtN+=<{l--jwKGqfocp$c>MekTnmF8bxe_TD$|2c)Ty}n)7`9>83@?m6Cd(m!_ZQj-HEIDd`4JG+ooGFPluqnf7kXzFD(dJ9G>1 zm?cChIs-U+xynx_-OXV&Y0l;{>2TLcoRtOLFP?@4{~mb0U79fk8uohaAhGnL;J%j0 z`!~g6_v`P~oZp$wAn$7>IdzxJOI3bg2#Pe9W_b1*NYmCVE0@lwnfHi*XefZ&0YG5< zf3YvcM*jEK#{btkHU@N3bAw9WZ=`3}U7BC<{;=joalzDDf6UE3=eBD+OfHK?WIKg0>kC0@()(c*M%7lhy&^tBn=R{HP-@tf{19}kmw`)|r zzUYy#NB{Q@F6^^RGs1VX*;j5(kFHVKcUQyWdMD)b?|O%VFSau*p7!wD%H>~W*z$t> z)O%`|#SQIG*KHlM$Qns1{!J5e4pTd-br#Zh`;;5cFR#xAr)EZ~Y`cX!Y5LYHy3L+G z96ME3EwO#Tw@W39$voT@L+?_1e^^E1$VaT!8Kcs+u=m?{J=}#5zG8CdJa~Sl2br1yW>%)_tdUo2LWlB+{E<}kRq3Mprk9N#d|NIN}T#7%P+2Pj5#eUm5 zoKuP07T5P;?XA|pRC-ro-D1Zs={r3do*!(N+>_m&SIE6q`i6aBMD|N?tZ2BoBe8zk zSZ{H#3Q@lH)Z^Cf@Oy48hdn!j&lNX(V&(6v&_6AHNcB~QnB(XzI;r8sd`&`?3pOo& zLdSdwd~;UogkXgB?M+3z)XGGFTRa+s;%kZEIhLFxZ8bHv+m>tw#*#k>j{p>j*n)2qr#J%hN=`&_d;0gk^^{r zNFoby+vRo%A1hD5ffCs_WBX#pQiQ3ZwkAf`c(KuExiyK5JJ+^c@;bzE|E}U&pKD?< zpYw?R+Dv3{8^!+5q^ zTwk=yWO(u;E7mU}ig^|-Q!T`vF?Yt2jyry>Za?C*s%F6b>UV$3&x_DsC_OA;$398a zlxh&knB9JHdt^|!z2Rkr)Ki`cjHd6}MeK|r-K92d+daKkVzGhp*)QEuHweYQF%RR_ zl03-O)$wZjRggQq6*q_+vfLhO%Rl4sfGiGk@l|gwWI+~! z009-yBIo%lXwLB*Bd@eaw|Gy0%9WM7?KAFE4VOfUZCeBUNahhp+Ha4*Tub@tiim{Z zZw(b)HY7ipN$=rr2V49;RC8epO59D$f-8Y~D*c6?GGJaK3b>TvZPBQQL&^Q6`d7(< zisBN1_*)%Q{Ws2mV)NtGGrxx3r5=5*9cjP4+> z<MH*B=)ki*4!58DUmTrfSX>8OJX4g!CHr z9?S94_6M%3UH-YBA5qMI{o=^6vp-(-ZM?IZz?h2S0v+CIlv3WyJ*u{zIc>Ug7hU_F zLObT{3LDcG$=jsxa3O{%5>c9~n{qHYD=Ctei^ z63ny4spo>2BO2H{#-nD_{gl033Qk53W=#nLTa6Y66Y~a2b=gP9k@*8xBMaK(oteI- z8+?1AaC`V-8ShU3E%R_?v|Tl3Zx%RG+-VM@ONEFqTX*RQ43iW$y1ZgMOAv=FuW5WS zF}YCwIzavAmpmPdl849s?KepBZzThEOUA1JNUcqir{EEP3YcT`>o8u`H|aHBJxI%g zw92jaNRtnk>8KqzuR>!4Y3qGV3KRKb81hpvr!Z6dAAnwC)|P#s(mz>>os{lSQqd8P zW?6N6N_y+8(^U0nw5 ztso~f(M-A`&!TdZxWXtFZi>Q9B(lZoVhVzgwYc20jIw=^p(noU39BY{`vId}CxneK zo9QZBW3IUDfPJ`Xe9FMX5BoT_kef)VfhYvxPwH}_g=Ok1q8Lw2FBM5k=XfVbqj=TV zWAB!DDpq8`rJ;tn#8y#BuBJ(P%ln$WdzcA`zDEgz+lp|ENKlvBWBRPowOWu#!Dsat zGAU=sj~$9;BCD3Rfq3TxR7LQaHK1*hKV68@V6Bj&tQM{H5FUC}%MSUqbIYmi9N-{; z3u{>-AyFjL7=cGPS3oImcJU(jKYnW}bS2WG+YN%3aEe$zT!@!8)kWW>zMYajd?@*t zI{c{ZE8&{**-xH3fs-m%Hd3`73-2?BhTUdTS8cVB$(eJGjoqgD?y)N4RRHpjS}7!) zW*5(N0Ap~j>}=S&gl*|)Na+xK)@e~Ak=2%SW|Q|=*5jv?wIxcN65zLeWN($n#q*4E zb{v4&^??5MJUnX-sF1HBo|ftie9x=VKOQFCEQv8LA-(yz+5DY+ALqP2jtk{xnKWL( z`Nk6PqA%%?u$S_IxtmpI$%{}=vF@?G;fSG1dVW-8Re0rgr*vbGqU|t?{8V?&-9m#g zdD8l3aaA-pL%fktv}Ln8gpAcP#)haenhQINivc>oG-;(UlEm69ie#$jm*rY!(coU)>BnG=KhUXXC0MjG|g&KeES4p64#-(%s#XQ0_1dm~rVa56)*tru(<(-B+c=^{2} zW^10brzJrOsZQV&fqyB)r-%%kpG4;+*uR~7?(m*>dPsRP%*Xv(j*IJT@DET$5ih|k zNhhVRK3dLak%i-&rQ%2iJ%k||hOH$40XjHsgk!nJCyh$f8)(l>!7jbg^Gxs`P1rvK z>rEa?9;vKB$!z6Ll5)ssyB=)Q;vm~F1O@hMU9HW=GIi1qd*%aSx%Dnc8oG%{=;Z2JZqK^W^r_iW8ITdS|wIBUJk(e6>u!va(8o<+Ho*um8H zER@hmBwfEPkU~%#D$QnMMxxPwFY*-R)<=iMVP+^MGmk1H!QtRgk8-Ku3`aAgNoxi) zz8@|Eic`VTr4s=#KCrJvG07yu~l{KSqO}`UYHG!^4Zh?#>KSwt)&m2q6Nc2S7 z5rPaFZS#=tX6+83YjROA`o)?nYravn6*CmNN_S%lVSZ=s3!`34A^Nbn=sk9#o4)GW z^Asvm4&V*Q^b`h5=CRvRuflYe@64?MWn9-;Gd%^p_z+gbKN)nW7PLKo6b0zILs|7t zz}io}ez$CFXb!;2XmjpJVjERd{`|O7!=&gIydhb&cbUtxrN4|Mt&HNa-uJQMP@D;r zm9s?$PP`{}yC5=&JL5;+i4#=fcUJl#=Z)f?08iuugLPDWW?G2p@wykj5|__JhnTq! zXa-Y%nNkt`5(C&%9dB1M3`#oW1`hId-Kqf<+Brz{`JQlYtCEF*aC10`RwW}X+*GDG zKd}R~35lAU(-sO4o(nUMZVV*se_P?b-3badO+G|N>1J@Bd@em+nqA&t+InfAIn-^m z+RZ;|g$>p8nBs?Q%yJYhFs1Bm453mXTobf2XK!apOdJ%K5W6)IwXhvDhoh>X=6yn* zT7+KVBJCrQo-JM!`3Nz!!kkCC{4VX$%xnRs2kX8k`nH@5X&Gnawpv738xrQn4TJ`= zoTT5#voN&@ z;x0xI7IRDq_2!7_c8E9y9@K7%29@iCOSdHvPa4%|IB^0-g%+#Mi<_}&L3Gi)&gc3+ zX>mV?6Dzo`La<8|k?w7x8Z2xo98cCcZM(4SUCYbuYn`VxIwN!V)ZvuYyv*!~-f*1p zOb47h$0B*W_t7fHJA>vpO#GX1c%um1N@$WRCNAhW$nc_p;{`*|7vmOTy=Oih3n73EIhtDpc zdnR5MNSmH15i5+=8{Kd5!^zyC`Um(S-ga1WU8SvsNzDhDxELWdxgAwPm39A^jU{Ab2tjXXxmR-CAU>7 z(S7k*iz-ZKp4E+kt~%|`qLW-w0o-^cr-i&7kGGZEtpV>{B=F>%oOa~)eN5vGW37JK znizHWGK}v`<-l^ZYzy|{f%q4SVsr6i;_UFTUzHOQ&Fjwub4|{TdoG;WmDog?@d)2K zoirDzZ|>PA1{Zr&!N*E5N~})UIB+@lPVu$@q{eD`oP7)_v@JHu=`)fZX2n z%p51P+FFz83Tix-Z!U^q(nSoTNaG zNM~g~75Z!WLWQptm)_Jpl*`ds7qgVtu+Qr;uk=z5OD7a)zvP+T|Jd_V|8D((uzFAj zZW2j;;RmAM_<%Mm|Fw9dxs*DaTxP^_NXsT}8}|f@{(7A-nf~X!3uyn&j!9@5Iz)kH zl^7yfTi?o`vs`@p#olI>`gL~+$4C@W(q9(RPsFv^VNrb{pCDbmD!0J{67ndc07hMB zJ!{D95>j#>*(e(SK-4=2yXgX3D@2%$?p`#hw0BhW8FLya2;n=Bv`K^CjdaEwz zZCbC{=+0W%ImfD!!n7HbX^CpYhdBbu_OoG=K9+BIuJm86juLBBl;=vAADo|as|`3r zf-GGkt{E`n6%q|2%2b|&8Nvr0nMx-1&Qg?FoFVP1Q5&!W1fSL8+?fV!Jw%d* z*y;{BlTn#dSRZGS$TNfW{7|A5ns$>$wtl@Z5S}FEA#dx!AL>*BV{d%~fqV(vR3q{2AI1-1L~y>%Hfm~v@BR1nlC zjp9)RpMw|4w>8`oLkd5S`Qxt0kcEAr@a9tq50( z1xskJNTo_MYYpIW!T{9zH2oR~t0tF9eLx!`?XR*smHlakDm3=)`!h#383oX_<}v?=?FG-44B)}K_84DR z6US~VxQo_=^@GQNws#eHcg6R6%D7}JQ?mR&vuXrrhnnD=FzA!=29yGi6?XYi;P(s- zrDXZ*&edS9QQ&i7{cv-d)Z3SGhwH_t*zYf1f%@UF(xbWDP|NEL9s11VZy^HsJ#T?h z2E}Xaj!0?q*f*~)aA2-k+q=TaDE~3>!t+n}>HfU%JGLbM0Ljc-rjKe0^9XOcRUDgo zF%7WkGG)#o^6J!Y)2?Z1{*C7!dXoL=MVx#aGX+kBn)P|+Pa<4c1>5Ug`yANxQVeO{u#?~oNv8y+%z`^7%>u@)b{zl=C;*;-mx2_VXj^1L0 z_pZ{kMrIY&SGqXc>HFgj?LNAxGkoTt4feB}!{b4BGRLX&9V}jSS;5}$ zhRAEeE!xN43;oHkUbuKwyDCiLi3vfSfgJibRZm^g>?`m>x9*qT9`nWZhopk#n%ip5 z8Kxdjx|7N0?Wc6;u0kg>fksbS%ntS#FHIbCuHb(Ff$!IaNzAS^5H{Auw(pIKQf#mf zemLsCU-1vHrS23uS>gD0_2!bf^gQ;s#BeAB8$ozoIPMHv4%j1Xq~20{32cNU#?!#d zX)^lC{@Qhs1<&)u_|fAA5~y;V(iPjLhW9! zAGP>od0k3Ialgfs*uCyPs-aid3w1tfQd>LUyp-1Juf8pYPrs>eokui87cDX?mA;f7 z&cn0{wXPA@ZZl*V04$Pel(lfuGRq+q&0s`P^wXVNn-nhBrHDO? z0MFSOcyj$VNxt}iPeRs`U_(|%XMx0x^TX1P4diwpo$lCITD>Ad&y7Ez(XDczcSzV0 z6I7F>_$6`v)jBj;?;V$Kd5>brW?t$?GOFBSdXjxTVWJ@L<1Ft>Nz7o0#%LJPtaLZs z6M>kdTb7W^;cI#8IHshpXZfnv+cE4iEUWfYx9j)~flENE&&L~{;zUhJ>17c|!6QMZ zALu#=ltWd6s_eTIZwAqsznn3^MQIeU^}FBV=p>~-=;!b)Y;*@!uF(-~mO%~lL1-Mb z_|kvmXK&Wp6*NC*15~RFl<-zPINt?-i`%W`R55q9Hc=KrQP%RnKgdyw$_QHi2Poox zOO~`SI0$CiI8{s_(pJPj8|#(v?PEg;FcP5T`!>O-Wgal_OX6hOw0u~Sa) z#C|kK_AW8zy_H^&DWjt2x$5~QGCi_jV<7{ZS#>P4RS{BJ5#EJ_iy`JOz0i%|oaBWO zR5PRgw0{5>O}A`RYcRM;^m(&ISSHA)69VRp zOi#fKtIX;|+?1<%PBRmLj|-BZgXZp|a;f_P%|V#I>`_63T}oV_|Bm|{DU)`jb(gsX zH}QKd{cK0)7fu-Pco$6E;WZocdrD|&kn=}ZlPFwz&~B&oLp0YZwyzB@iKWJIq5*jM zFlQHz!Lj>~R>|^palglN=jk{XFv~eNqf<=L;UTeqD2hpZG?1y5n(Lj>LH+G=hPb)v zHxg%Ew<)Sbqqdc|eYJ%dLxboZN&sZ9;%{c3Gr1TCCI?zm*Qx#Sz!yl@9UqRba2aK7 zi#U0)#k;?}M)QAlBnTR)qO{SI2gY5BL|ot%fQPC2(M>p$L+gJ>N0%pYA2k+Z@Z-gM z;@GEW_E+meS+RrTCm957a7^%kAIT6>?fTq6oEfy7ANbd!N)KxItx}#<+^T&+l_kTe zY?AnR7*+aIMbwflV2Y92HoL8_ojQpacb<5kWcCOWsKYdS#c{2AhM{dE2?%eCtje2E zCdfJ4;8o@5gOIz`sRDL(U6JuZ;2!2`<@z6e-oQ9;bQ?5kc-CiIdPrZxh59MAQvHGk zkETjMMLrZ&NB{N2HI6?~VRb?XwJ#^F`sDkE2`wjUWh!sAD^5*&(LG1d&F@fznobc$ zPYp67l!%f;3eyEBTxuTTrenxY+iI${hoV!kU zU3Ir8_go=D+d=C&s(-=AZS|1o_Z#H5rjQBiBp*fe2dOsLKm2>lz0DHG7e5Wl{?l=$ z3;$%zzv?>AW|_6^74O^Hy$J8E!U^LN6&sZ!gmL&ssKvz9VO9d-R(&Z9t+&65WmK=< z1S_w+MtQ1pRm_Y&vy|*to7}MEERkUzXr7{t;)ikHRz#%hi!rO4nNDjKEVo;`tLFbE zF9#P{NUZ8{R(KwW6*qbZpm+RU46_V33~F&g{RhB*b49}E*T@!!bEgp+^v_nq%A;Wv z;i^j$bDpe!oIxV-y|%wpH~vO=ExJLR_pv( z!>@_cl=;Z6y=skAGLcMa*tk zZGd@ZoHg91y#f90SDsq-rD)rtnHt;uno?i8Eif+M)WiEVb7KDid@^{%(iYYvS4aK< zLLh6;(T{5W+mtQDl%}wV%WP_CeV_NW$s`x6?;n6)@4EOOpjQsp3gb|U)|oI2C>CbEhEGOzSzTxQ7 zGbLAKhyG`%rg?;05@VNqG!0WcY)Ecw*_*S;0d2%fCKfwJ=$tcl~ zlUamoywv=xZvjjn$yE4q8usPK{?^+Qhx6+JEDei>B`$oZw*_bfY1`tYDM8F!LG`DTcFUCquBf}snW_sqYU5$UCwH2d2#sPE0& z@>oCIuzNJ-J?zA}mgv`#4i2Wdo-#V>zcM7f(7yba36?s1T1Ahf+5c}zaB5zzogcJV zV|Y~tU?W^g`cr;`Kf7@CIByY! zzIzK>PWzT0W>cR}9}d!dWWK%pRa&g`IG2I=6t>m-$nYFvVN7QDh`4ysV+__i|9Mi$ zx__mujsE^1{ngvkKbzxpDSI^d%!WD0f0DMAK+2$t^3~|&xO+`&=uMAwvf?akocUv|;1?&xD8`s@i z{U-~G3VNjNsRb-RN?c-#k{naLQ8Q);kvwmdGKnWJ=IXOB5G;WQHA1H)Q-RRdA_DSu zU^+jE0PY)T?~|%BZ9Sgqtm<6t2MO48s53CSh8r6q3qu)U5O1D|S{)3}4uOGnCNKfb zEP<|=@O%7%C>Y#@R|rI9{|_-=jiH6f{9*dO)7dzE80otjBpQ>XvKWa9WBy>OA6IA* zv9Nkc#O!8Bp4JY`UgpSZ6ZTafY+_T5-jf#e9Jku(P(&}@;@Aq`5 z<&Y_(BGkW4pG%9Z@s39-KL7p)u#}2=p4TnUJ*(P02zmEJMky1L<56ZGChx(0keTm4 zOhE+O{bl1aw32j~lu9IhPqLh?_+IjdOz0e?9dA9DvPsOZ`-Jjm9iISP2L86-3Rhz}n|5hWrqX6Cbu!}Vc8 z>XVR-Js(O#3(thbjJQgV!IjAGr#WI)Us9w1kX1J3-S53Q*37-(GwT7A{sfFfl3OB_ z3clU83Us#aXeks6H_ANz#gLR_FJBvaWyE|ZJWGaG8wX4Hx(mdy)8MF=+{HxNCX{!= z>ZY9JMjdkn2P_!+sMo=@6i$+~Bb_A1h@ z_(xV64`n{1S-5eJ0Tzr@s1lVWelh*!Vi|HFZ&8e_yP!!d{$#mWXk;kF(%9qSnYCol}&bGcqLb5 zSw^|L?^I(nc?lrEwP#Y@-(K^JGJZ2*UH-ZT%e+H`jZ{RPOytY2kz-vyx~Q6n1HWa` z#kwo?eI?EXgbx?k`v$}I;he`m*&Y6#p-ak$80tT#aq+egEmc@yVs1Zcui-Dl4akoM za#lDP5hx>>!+32K!(KrXTT z5Ut*qzADdDcRorRVAZaqNb(+bM()}1k{#C^w`t5ll~KG-i!U6|URc_Lcz{y4p*-~s zGhUNf-4jW$t#nk{RNoZV)&&!aQAWVEy3%CC?4utEZI-#oVh~SS(`b@N`geCZdM zT9umij)m% zM0Wj)!rINg07-1hQ(fNT>Yp*0Xl)AhlB~J9d*w}hCN~t*BF~Jue+bSv$ovLjFLnqD zfmvV$uBGq!q&FO-=bG4@focOMy)#5auH~D6F`bPRp`lj>wf?b8?JG961*M)m-;6U; zJkS6Eu}J8Ly;&Q5d*f~O#lmlXCY)m_tuW=vr(!u zMyM#<1=+$OJ25wnX*|UUp)l=J2n=E7hMo(5m;l0@T3{YSn*psVFwz$nE3uO|u@eq# z&8i5*6xO!_!c4SatouQX6;4p_Y)Y^&vX=^kcSfQg3Hk*l%0xh6p*@zgLVH(`k`OSh z0z<>|I8bDDX+OTFMq`2*+ZfHlfM+CQ7$Xk^xD`Q%fF=P5FfnQoOA#~=0uYgt{?GRS z!bkd_*V2FLs{e-}SSTVZfaoHAfoU>f1}iEO0kj;ds(^x2A{F6_FHB#Ug>)IoVNn0j zF3b=FdMvYbD*PVU`84Y?)dcv$^dGK_2lI1*Sv0_KV%mZppo%1hu2@r#O3ZF7$ZPO? z=ED<8gIx*dK;u0sc<*&vZ9IH*)bnnD2AC~-W>DuwLr1us&^J7wr(oAZ$TY5mxGSGB)1_!&+|onr`)Nb47w- zX)!j_7_vM#dgt$jfdx)OO>zX7lGNN~1EMTnIEqCHbCLp*5R`gK6XfqWwuFc!SZECK zUg<+9(Y`(}c;T|;B&C;JivX?INf9h1zzHk$4W$(Gd7u1-^0GXZ0_LC2ztNTH97 z##_EF9+kYA1+d#=E-qmjC}-3QR`9%zTWwscW!x-YFcCBarC4uHVE=JUoU)+seL zaaJ?Hne|hi#q{7swlx{HsIrR{?@a|3x)f4b@zM7yln`&tBo>D>1Wocunm0!pAq3nvJ zjNz~4&2<$G@O%duge0Yi)2&375WTcfUCYf%DZJnAWlhp<)+gY_FiJF2hsIQ5WE`U! z;A>v#5R{vS%$+l5mx1a_$?;|`1wDu!NnbOG3ww}2Q|Tx7PMK25f?7;a6*(6M{@Pq8 z*CrcPqQHdp2$v4!UUQQ)eVeZi zxjL*nmvO+RUDqou+YnJin$K|kX}4O*dsBtnTEJ#H0+o2@L~jQToN|y=cS!PS3{!7a zRmT2xLeFRPE7RF*;kdc+9T!~j${?l;V^yw*FlIAYx^REDN-v2{tfzb!oh~2erPf@+ zZ*MWER09PUIJ}L)*2QC(>?k?@fieRyw21kN9n4~ZDu&zNm$1}B>AfPbG}XzowzPnkah3xxX`YeexSM$1*Yn3IUBV9t86Ne)ql0kSoz?e7+jA~~ko5oXKqk}uHj$S$6nwmwMe5zS3^l94El^d=6{UDlAP0zbl+ z{-*1h;3tMuoe1MVe~?nJ;1h$Y)9JzoFfjv3Q`|`h8=>aUc|lkqy>`15daVSyOpe7LG50beyEKr4(p%mzS%`oeUwO6ytmI2j08QLHz!PQZ|`k!L-UOg=*J1Ir_0s<5({rtl@jS zFWPqJ8l?I&3qL&P1j91A$Y$Am(g8HBz%~gd1NH2b*E%NG3=X{}Jm(c>eSysybC($^ zHF)vt)2^8nijHflU1Zir4XBA8Z+H~zL7nTz573`l$~sD5-AeLx^Q?NAa7v_=ktTkx`XvfxDt9s+SAt^4t%?&` z5Cze-!b8zj>P;1#ADO3<_|HYl1VRhbA^)C%Ac5)rGhvd|WfcyBK@%Kc1wdLs3Iy*0 z9zqK>*7+d8^yTwMvVtJ?dqr#EgTVHDIyzrx$#w8_hIMUc2#2zxBHxorjI}{6%z|ss zYxa#pCr?xb!ZU#X*m^9*eg-E&8Vx)n_#iu-uP6;p z;;Ui$OBu`1gY^9Xu81)Pux@(`hp-K>uhas3R^{)XQuW*^R?xNvX+MAEB<_7j{~i=E z!v7UV^2II*L1o;kK$7ge)@E_S`>t>1dI=jqk zND)@^3D66Y%2L;33B=6Z<~$Mn{P#BcA0Ps2@n8cV&l2k8@s}i?bd-^d%w-gX2cjZq z^cXNXD}*9{_m1dUYnC82#O2{Xy@YTJfLR2YVQetjyzNIIk6@DX$E54az@hJXCCD3L zn%}r@aJGo)r>y%?xNpjJZB1>LB_7S_xzDAzowCAL4k#ncg#Kbn8>b7SVb{!Sxd(iB zL?T(xmB8AduhmEQ1hx&0f^+n4FuVMcw(VGndi$~vAZL3)jHvHmnK zhjr<11*i`cG|ht;%X5(bDEpgy-+k34jaH4*o}3`Ik$T2@rss-H+vQ}l`axBNwZXva z`x{A?CoU>V1+q>;jFih4I~f1MUmhA#5-7!nfDV~9pl~~rz60LQFcan-!j>X5YF#Zr zD6j%o)4^h&^pCoJl*^uav+nfF-1&YA>4tOSv6k@~Nqi~d^FY8W{Zv@CNo|5?-kHGZ zmp$sqzrpuK6J{+;V`AhY499_*SS!6qR(nIvjXSAw-y1|c$m*p#_$VY$ zO4YXm4w{@;n@dtE0}*j+W&{0Bz%87JBbtU1k}J&K>ILbxAf@=E0WZstyNbBf)Qoy9#)VLS>oZIJ0`|A1f8rHzx9IQXVIhmI;npqLh>B6Oaz9c@*` z@KHVdNYt`?Nc3oy5mJV#5r({rvoKJX%P_auwz4X8{y{D$dNr4o38(k-9^KP?jvCnr z0K+Rz37L#B3w?gYK4e=Ru7$f`kIRZtdRpx2(CIKxZOQ>Zb}#DiSpIt(eArs(ppC2o z=OQ+}frB!eW@Of=T_OA}c?@1Ns^A4E;uoy6j);>LFqXKQv_d64LFL~!NFT3UF+FG~ zlBe0|#h5_R&aM1P_YbfvW&c@&N|m?9#dMZn&KLa{GuJ7ukh%f6?~}J0{<%lxtHw8N zS=K+gJ_}6Z7K6$>JAp*3L89x_)|#s-BWjCH;yvI-7vP^paCA_lJ~rD5m~Iy_L-`7< z7Dj3_R;7Dwg8xXT?VXe_$rPySZ#lY4xmdy$eOe2r`dT0%AOR3fNf2fO1;yT^$M{1U zqY?xWzP(%YgWnj>+q2}!OA!KwLwP(-<>q$BX7^2$8y7*(|7UGzcKk7}X3ao>Lek?X|iP^erU0L(EewC%)vToXafT(aJSH1;osI}*$if1Pwivh`VlBdKlp4!rtXbgAbo!=GVR zSHgoww8U3pbuW2IVvYiFUaZMSK9Y6B_rlb63gG-x?yq}dEaC0`+ouF)Vw0M)cGTnJ zvCfw2m?E+%1QazFY;T+^8+Kk4HYl?c-8lFIg2m#csQ@!5E}rbVNog<~pJ_?sVmXA= znc{h$7SjMQj%5bNt=9)G(F+ACN31`r_FHnA_OWj&(LpX7l1D8XFF3fHWOm*BnU)?R zPW5>0)9s36XBj-JCE23_HJjN_&_I8CCPxAxMMdY6UKvM4KV^Q$%kI)UB3I%~0}&j= zRLZgM@UD@!@sk?`$l>;N4;MP zK;@|dhSZx86at64uLh!Rr1%Y`Qt#c-y?4^^45?Zudby@9AvMLnuwvOnt}Z7)Hb;cA zI&kAQWCwKz-C?NWdO?LvmK?ft2DJXz(E=SKV-(``uHpRYADp;|wwWWblw!y@4X$TRDfT(i zH0-eG)Dt1Sq-;6l*Gkc6VMG?dpy&+$wTR}Ox5gG%?!oh( zn`}<*vA3wdc$P{*L!WgegOeQ1Z1^{{*1JvqM<_CiG%42qU4V;HrXwm^^MV{ zF;*QtJbXPR-4RB1Gcx?bEGI;2jjHo1c3I#SAv+f$zrX(gyf;j^N|4zBj1>MsVg)BJ z7iGewwp1o8ERiYQRT47C{=wj}Be=3CQ{Pd$dQ!Y)#K!An;hsaBfwT2;426RB$a4`+ z0qPxGLbH$Y+IPGJO7`^%+>%4GyZyhu<+n1dxN@x$ zH=-VR$7yt3(8rV%i`TD3S|fZQMaVdGId5w;GwUFa&%~$9D_$#1TAw+iY^icx%+Tm; zw7veBG9*9OHC8eK`nCMEwF-v`*;S3_)PsL)SsgW%C|0)9vuJf?tm9ic>)x}s>WXCZ z{Ve<6Jgn#p--*qfs<)1YZ%jjC21#WrL<~liohPg|6|9+p z9#z8}*h~D9^u|6vljL5%k4w&-o5$w($LyS=`+(x#B0;+bOp6G*(2 z#1K575bco9!7Gl2Y!SikrmCo5ZQXpp!;-S8x!Iv12WFZ-*_I7_TX1oNFK1uOke(Pm zbdB_=y8VdnsO8$jXtRVGy5UzTP?Ahlfy(h_@kftLY+aM7uDUO?BTyo;9 z=Y~<0h$gZkP|Gxa3snnKXFt)g!-YDbgx9(ryky zRgmUS42O^beBu}~bdv@*+7$`3XSqB^f3=N#ih9b?X!GxsN(+7n z^@2Qz$)f!Okc=a>YlgOjawP4ZiA*@v&XH-YBfES$%&+k}E;R&I&wGeSX3yR``xfpMXXt-xf}O~MBL z$&?Z~xpc&%^CB`X!Q+zVOdq5%+rznFT{>!GdQ}6Iq*hLAm$jwcvw9<<#9#xAaDH5_ zHV4KzcCoskP=2%dwj%Bs+kKuw3(1r7+#cJ+4q;Z;=k>d?{J$5-fn<|2(LjHc$Jm%XDwMxe7_I5?(AHn(Y zvCe8E+dMNO9+4!iiqh4|v(jI6wYSM@!9zItAZBPlGgso0fQ=R(L)K#3A^U^Z%~+(j zdy0@Mui9MiY6Zr_z4;U5){c3ZQT{40dxJr^C&m-6h7dC*%iPRuuAr)Hcej@y6W#3< zjo;&|s(m!xi_KzmmeI{lew)}Ql~3RMwS<;z4DY|Lh+jo+A%VD*8AA#iSO5qr{=Jk{ zxsNV`!j!>=Pb5$SONpL4^sivOHlq5+ z69whOKHW-Z>7bchq(8J1-i#`vcPCel&z`_jKBH+?%It*+ElgTm6zhh8sc=rayw~K^ z6MCx`rqZ_89lM>*VjJn8QuD(qVV8e^jX(4#uMEk%Aa)01?4hZUTQ)y+Sn2E_{kMYV z)BUhX9X#(6)J}WL3LmMNK~19h`t~>QoW70hmA=fRghwZlUWRfiwl^~VYQ#6oNw}n> z_W}OGW^ni%a%&(t5R=#Pc~VB?nx@J`rl@MY#?j!V$InHFHMX~t#M1O5W%xfpsGZIJ z-uT$t46yHSQKO;BX6g_(N%FCZm8{Dm7JF0S zpt*&G{VoobAM(u3Udl2S>J7bu2Bg<*hM6ifU7rYRh{%sK8K=TPj<|zs_Jj7Wf9CXJMuLl2 z-y2DEbBE@MFWzk_XZJ^|zel+4)2kHx;1o^6umWG=u)Mg*iK|egti2_<| zxH!6sz@3@l^-s$r$zsZnMH?ASn0(FaN;n&`Xs@n_8%u5$x0riqm6CTxn}80G=BOX>vu;L8 zoa8c?@)Vc{ca2PQnpW5OLG^Ov;;XISy$)X3rkHiYk?j1Q=(Q9lzjS>&uoVMP>=E(o?Fgy-g&*sL)-W( zmm2(`Q7M?gF2VAuUvgq`Zo=+cJHaA1Al6iez#nrRLq`FgiIuP}qbBHUxIp=@(=4~r zKvG+k-0dRPE8oqI1^nb9Z*>9G6Z-3`ZtrfWChQ(~z9ruW%Xiw&-0r~Tz1@9#HCN@h z?h3XIJ;U+Q9VE+DMe0_&SM_GBHFHp7k3@y*GiVyD7qQObH6L|->Or32DYyS-daco2 zw}v?Q>tTV9C_*nt&{XYWE$r+G4vcoY#` zq|C+J<(W3Q?T#~_QFbOy^y#K(Bam|9cFbS!af=^iGHk?5|6)JpJ?P{g;LA-9=}vhH z(+_o$fQ-f)#+zH)whl}L#uCy2MME?OyHtL43;Qq)&#Y#8p z*=Y`BD9X9ih+c+H^gk)Boa?0+XL*@)Tq`DjSD9PFBX3{Iw@IL)tzzc>o|@B?wLe<@ z!63)LDRFhuI7R;FZ7J_{)_iJ1=fvFT!-y?h%z|L9$y4-=CYU(pb;1T0I+Adt_V(pz zsn$b+rR@gRaHqf8P*O~koqrpm45wd@H!RyWt=|;&Kx7u8&xitxdjR4UV4`QUzB{z8=D(%7uMSt4U)1~XNh)aF zwc48>MS;TxH~;+E7u2-pXWkg#?^cbeJn8T9;{Txt>76A4!xAd&rb(?NHwz~({)GO# zZUUur6qNLTCO?!!26&<}G{<6z~7^WK^n>6%0zn7byFbw#6n9 z>-jzDG9$v=$){fCkM1Y5Rr!zrx9;2Wx1!nF6~w!9{9^t$<&n@9lJ~j*lqw%V?bv4x zO`toI&i8d~22W`}KLs6vi~PncmvY}@=|^xzShcM?F9Ttx0Cl>09sfaNNAkNk2>Y*| z$}P0t#~-FH36^_GafS=(TPA&=Q`HREstveoje2!K9yqg-JOgH2xLS4_tTIUuw+t|3 z=9542A5Fp0K2nw{+HqUO8BH!)`JKX~E|ch1OsQ+`5>V=0u8~4De)6v#PR{dIJ3;r| z3(Gm2VV&a%aB1%(AmSUhEsX2s&YCN|up6ooJ`eo(8OPYQXi#v9{K=&L#w_yLR5dEF z33=^taa)`%I)JpdSWb1DdWOITYhy)7mVT^;3>sevMR~IC&{IxXfE1XkD z;<*mvrG_N%%)LKayQd9WDLnmB1&$HW=!Y{ zvu(FxOfpYFR^z$zQ*yHu>JP0`({x3ODXs))cPGlk^O~1WaF!64%Qg>hdK&_DxR4T1 zum^%GHtytFTz#f;L_u-7wnR%H-Ho-I;wVAU*m@dKS76?TV|b#(6#*nUIL<~ZWuNU9 zs-<%jgE+2EOHi=@$}mQ2rM8jHtO*h!8$kJ+6|G3w5e7`KfQqXZ%Ac*Mib6pv2 zvT`}?Rqi95PDm$rOjdlyM=6rJcC5*kzUS8_qdG>pyK-tkf!mtsEufMZGcz5>psSF@ zF_BM{O8qIOE>n+PJH#mF@d=oyWaptwy1dMZ<=k;$1N1{O+OLM<@ z>JLiw!4W;HiTH~jmtz6P@l~cnM+^3CDOfSMY>vFvmA8m)>{H6J)dX>mx}=^fBTI%C zX#~o>IOe9gx3^mcWdKQ@F;{Du+|!%I+S-yowAsNK1z6Q_t7`h3iq{vDZ1vq(+YgY3 z(~8uxk}zW%@sc>A$SzyFx45^oY5e&K_cg1e*~53HLo1fv!>(!Cf``*z2Oup!K|3^S zR`#zyA14ittU65S>|~i@5F?*0dgr}fIXggNFr3xB1yNZ^A|S=vi^pxZ11KaEymyduw3^F|T+Ja3ag2|8-PUY=&uo)P{;_x?G|^#_7#>K- z3M<#c#YQKaUQNi)O*OZ0+4XM5q`lJwN(i@E_YO%NE27iwi!vePlY$88TN;h6t2}o5 zc>r=d){>RjsmHnFdd0HXPXtRD1($VAr$F;e7auQr(eaJEaQK2KqdS7FXjs`K5l147 z?i|)_o3hj>AYHiPl1YXM?kOg64$vwmgowB2pGuJ=a{AHpHMbx1$!evv4Eu1kXIIMW zN7u_A%B^WujV-sE=y5_V>}goQv7q^RtxdR5ifyb65FNF6T7Kla98k!y$at(`J0f|+ z)dG$>b;VfmXdYFj4@tkJMc91>ODZB@7Uvigylv%kk<-$EDc$K5AqRj+s4o=#l2h$g zPc zpc$+zdl8+YkxxyHB-Jf}<8$+x?j+JJ-S@O%iS@2SON@VM+aLDp(1%~bw1jSsO4TJ9 zZeq=#Ln!$GLs6%PV~lcgO>{u6Y5PIv6#bgHhqs?|0BAPoxnvG%5A3Lx>|!B~Itu9s z_Na_2yLCTihwY~Nn3`p}oo4uS!w^48*Z$46XAaRRVc!);P9O0(z5f7s{{TwbTBNiw zl%4e|$!Qx#RfZR^6;j(twT^diHx@s|T8w>Z7a7PDGI^O<^vg!&t>Yke#bo%A?d`Nl z)v$|<04t(Cm4o72Wt&L2W*NW~Nf!w;&LRyhB-0?8);u=cvUjVtS_bG$w?Dewz};J# z4wkU#kUF+qmyl~uP_>3w&^SCY;}traI=UGt;hS}|5gr)wO(4>sjqYvYP%-l<9=NWJ zwy5KvTEzQWrnLDPR~YJaJh%!)S#oD4e(jA$rs6truwe{^-NID#V_;B%fT z>awuN=|>=YduV1{T0w26O#2iNhZ!8zeHDJuqo+XGIjbHZ!)c5|VL=(FJSh+wOER`W zkm8ppb2q7C4LUxBRF^s21zI{ivHt*;Xiu&=t4SFWl6rQjdFxb?6R9L;e`4EtzFlbjPlQOL;#o`m~JGnw&vV@FlSSIkW3>s-TFsb4gQ^3P@IT_22^ zU+l<~46mBG{Ob-2nPHs~ZSx;|=B2w2b*V;cMvg@eU6qbO9aK}1Fc<<)q4lk4HBYkL z6BV*FPB6iZLKP(}?;gzakypG~&&%%>tj61Ckn@J=Q>D~pGqjUY!pH2>A`-)QrBzsO z%7MUBUOR+kCUxIKN;VFghF9xV?v-W12OCc&sja2jkUZWyjMPo1w&rD-w-b^p3Y@We z6&u*QHU!q$90>sW*5t9Nfn)Gmv=)$4P+u6q~$nr*8 zEsTzpXHv3H?I_tuESSQNO0Ke)o;S$}yV9;|E>5Qz$yPf}cNw!$VGkG~c`LBE zP27#$Ye#~)2j&BeRWe)b3<>3{lMs=$GNa!_$}^LLf_*D*Peqqck+Lv46I`rj?mM3W5nADa}Nog`PyKyn`d=U#14!pEdK!1E>Af>&Yylrv5??aX)Bc3fiu1KnQ*S5 zRE+IkTCb#A2=6V~*;IxB*S%=P0DUrP$N+ubPZd(#8rJ3s5JX*=Wbe&bi?>LxsgOLd z;l5qMo#Q}%;SRsfGv%D(l4f7+C1xswka7-bd~|=}kkkllk1XK&&61NDCnmsbN{VlBh)PcMs=Vu%K&lSngiDS3jxayXWooFcr_2lXqTyq6!uF{KjReuC4$1=)TV`SNM9MwuBf}E^ z0K}Tw5OOy1e+s#BV}&G?zF)N>qK;Qkfl~TV4n}iSo(CzG`A2N`t1~lsuFP`obDwHS z{#bIyjB!boV$Xt@{{X^M9zVPNYtpq_In1kdZb@|h0p7gdz{n4YmpzmE*ROHbngbh9 zl1Vg)8d0^(UobtZ#zz_Yn)bbIROxpI9Qk$Pdq~~Kb3ia`Z8-Ebk)^Nh?g>Bg)Yh|O zZU>>Ptv@0;m)28AMWx705mh&T#LV)3?`pb0s#{0)iSNZRy@}YIW9I8s<_GOIK;-6i zKT4U$Jt`N++U#@x06z;%NcQbGI@-ioVC~@k6lwsil&2f8nIfy{R{{Q3JOuz$+QiEa zm31lTu@gvr4<>+<<`aN7o!GeLNc{xeM5Tuibi;>=s(o2(w~YNxfj&r^+zW5T>k)j zny+JxNpZtDL^{6a3eEQQy(I%LKJ_kQHHAzqWO0IZ3$SUl^6J&pSsrgKFD~SQ% z$_MkNnB-T}9h*_KBkyj&#dTKHy`knTLvKft;zaUCG>(@$z4}!lhBM{*4Km3 z$>KO;QS%feAHuFXAeQAn5Hp_<-4{7?CIxzThJgD7o4#xy>GZEJ*Cb}~6!~66oY$#% zaX;c!J9{tksi-)Plc?jhRDbyUkB-%DPJb${+51wF{mQ`_nLZ$LwunYXWFOAC4M@9Q zs*-WPit7AMLfc!ZKY8=|*DG*0>PSD^t)Psi&XvZ{qa74gcE?(?KM#*#RUFoY5L~t` zr21DpGJ4kS>tfDNrC|?R4PZEAXP(E8T810vw*(_Pf_VyRT;Mm-vwP>>nkJ#Bnu9g7 zf?ovpHC-e#-Jxvt0M$})2_E%g(Q|VbxfITNuS2LyXZvhG1M{4L?N>EsX)OV^oHQ}; z;d=HTlsWl?Wb1*Bk4u|{R^`w3x6VS)!9Zw#Wazs_r;W!(aj%uD;uWGk)>d-=? z83UectvwBs(9OL7Tl5^7%;vPU2LdEq4t?u4HHA&iihCaHMMEh4)SvE}uth^4#BM*? ztkI$8tM{ZHj^ECvNVlf!;-bgzrT+kY{{T9%3#!K=vFp-?Xo}=@qT7@{#+*67Lb7j{}@k6iH&ikghOSioO$e1ya*N+S`{L^{tC#8}_j4ObYiFrS$pJvn~x|X}Wr= z!X)Uejy|>3Oq*>c8Q==%Ep7`)GteF@SUV#ci&Gm0Jf% z8}$2(b@I(}8V0OwR!eCVwqNBxjY>MH>`$R0uZs144$`Oj)yb_Ul?yX94o;?OH_*zHs+G{%ay)?z&no_G0tWcRLq&0G6A z+=02yf1P#2XHE(a8&C4CcESSIaH_Tnp1+ML7i3;UV-U#sg;3YyEu=qA52b9X{J0#E z)YTnvH)#`Nj`UO9nJo@d{{Uh}habUL?DtCzxlN#f(-oC+-?{mYNM0*fN{GA`^6tPL ztD>t`GLDScDbGKpN`>)^s9&X8g4@kOfO5k*tthl&W993a8#9uRNBd5=*GxjL+$lZH zWNYv=9xBohuq@I7NFQ4C6Q!(k5?GZ{!1t~<#8!noOQYNnPG$q?!L4thi;bDlJ+|m~ zD9$?jRjo2Kk@h&$XZca6y#*;59X%TVZp%}u5ZRcMudPV1RAw9tWA9* zwadoj8kHL~xpDe49AckIW7_RSj(YkHw22 z%L5r8pRG4mzGbuz80(IeEvuJi(InI6;kLK|dFfLbhSlCZ$n>mFG`wrM*LF8CYIOR- zLu~O9T0$}HRiR0wXX=ur$B08H!jud8S5u)`;=zGlGq`)#A8onyi*zfU;F0-Pq**CV zF>nXV9xFTQHk(%vuEkKiQze)E9n@!z^sHIoJo8kho#H})fvQ#}=P%-h2Hw}MMAXsH zeFZnfk~3RF)BSBK{lz}Ql!k|NG_-(bo&`n50C%QbkMvnR#YzTEB*Xn3$F(klj*>@9 z;bH#(6z#D0{-(OgT|UZDR|El*>s+sec+joE_x^R)ylMTOf4&8Cp2~V6wweC`AqWmS zJ$eQP2hzA5Fdw(W{{4CY+IY`u+L}0Vj?x$a&nBiFIHm}Ob5i28vC8b&gWj9md(-hr zf%#ElQH@~O*Kb!H$*qxCmV~c}?uIxhPwQJr$fCnyNWn)Z6&lYUKy#03S$QCA$n~bI zU3P#e0wq^gT!UGDAV2XWxIUQvb)yVLbCXmx^#1^fCBXI{&Y08GgGW2Gt42TEtMbAK zQcubaQqe&E$F=ra(=0-KxF^zrq{_EWu)@ur*cq&wTPAzCrD+tBc;lxPvpOt_RE(3< zR%C6q>7h=6#Q`UwaV%N3lOQB@;;lz*uw!sFSM6I7$G$1=cBUhPhF-MHbVPcsymIOC zMqCV!N~Pg+5a~@AJGMwhY0rGOaWrVWgUw}lcJPba%VC|N$^B_9N6dAR$P9&Znx3P# zQRVK(CZ<1?I~8)HI*GvK)rkpJECzU`!tTz|pIUdl0dtS>q`&A8CjF$yykp+6W0GZI zi3U1gu4|(4eWE^`CMAZ~U&ET^<8PbybGr;?p`&QoqFeibf+lqg{fdkVOFNk7ZL%w# zyoSL1s+HfIVG>BdC>=*yqh)z(1>&@mK2P_lr=vtTqiz>O6Jd&=b5$B!tE^nx%of@) z&PQ6kX9Rap%IhF_i&ZJKJB5&?rPeIl{b&cJa?qfz+{GzdVrVZC@*?r)1A{|#_N#H& z+1cBoi2|?lr7LL@By8C&$gUc=Il0|zYZ{8$lqM(4weOi!S4Av;yOBZUuU|^T)F4=e zqaptQmh1fMYF83Q(U#kgeqmkMYJSaXWjS2se3R$F3$b8d2L~KiK|O`M@8(IovVnuU z6_*Z~1X84rdl6JSxjfa)S)~@sw4WgT_fJae>SoLFu=2h_3J(2qP+OShfujTF2XG|T zW|Jc`NgO1#upAbx8%rbPtig!M=DD#DZ(~|+!)8SUNP{d!57WJGY1^Ak!Z!yvKAzQ( zEwV<|^{duO@GC$Y2;8sMu#G9$w>5HurpcLlIOdl?Vw&s7amY0_#kgs{VneCPKD1b@ zcABHgc?`UMRZyhVuEEJPZoSqoa9j>L8ss&NMlJ5YXi^Jcs6(I5tm5glS#Bh6+?B$E zSr2KZ`Omvl+q~qiM-|?+TAb~6H(?RQY^sOl+8dMYQ`%fbJ+!SGhrs6trBDk6<%>ZK zp`$CbO1)`3IiUXlW?9}5D@fSL28Y~Ae>BZ{E0wc+cux6-4GDBZMk=~LaX7VORQD{y^{ zVOU&5H279kaV9=ocda9EB(#+rV3Cq32*|79V+CUV`c_x$Q)qcZO1ec#5pR&b_TO_)%hkT{(73xISAiFS=w=L zDqs5OX#y=X4D_mCkL?05e($YYE$!Z^?myZM{_Qc6xgLk}st6d6`SG$rpIF( zkT6XQrLj*(JGAva=lRx!P|&rldL=BOr0X^%YB0m_-0*B%I)6)$9^@tj`f9+Zadjd7^;UTPn+wEb~MWc=ub+P`QllwgCCinkII>6Bxx88FdX!t z-E2N}EifQp6IF=Mh9|+sCtUuuX71t{q*RTw^HdRld?#{$>9GE^nzJeFW!oTUi8G9n zb6dJRvwr^G*awjJ?Ogmnbuq!Nhr_Ujis|D*@-9Fkv#!@F2&0?35{uauVx@uSZCJ3> zr_%2h>JA-70jjg3EzE)QyK&7U1I23%QX*HmG}jMzf9J@4c^@XdgFs-qB-uaR{#D~q z=g*Ii;;&=Tff_8CAKm^{HA;xC=mvLEL>1>b=MkD~!liRgw_Ud+f3aNX)aJZY+hnv{ ze-W;5joQ3xpX08B#m5)6>*>v5+J5s}gySQ1Zxb1v14|>vbh}-E|p}Ku)qD4VYcIO>x z-G+YE7(TU8vJ*b0uIY%=UBw)0mL{y{sjMc$=#%fyFsJ#FkDoI^iU=ia36x2K~)}1DI5$Rp2Xmq`b8krf4 z0nk=`Tfbsv0QMD5xn}h`VX^OoRBQ)NUJXlwOg%H}(z8XLcIsB*VgB2HI*L*AFEw)N z2ZH`^{TZ?s7Gek?z=}fleU)a;YyQm8uz z(y5rDdoTF$yk9~O>rrDE9r4XcXuw5woyb~f!RNh5*wPN#r*fNNO#c9SuF36HuK9*P z_o|pgv5siRUwRK;!kGJsQVl`SwmUBfE;QE%uJc=SkMxnoO=0*r=E7{Aja%}_$lvO+ zdm5HcQq(!)ip{*^P*%%0>k=I8MhOrfB~F*`71K3fWeV1M{w_VilJjU&Xg9NAPj^*4R=8 zao(B~rFLh}0Bfbk1Xi3el>;>k+cc9ajxkyhsK5rU7aWsPQuuz+LXNEA zVN$7$)c*jwIW;NSfr&SU>`L;d{`#s`wy6!uK&VOvIOe)ZFw4@h?Uy==sFMeAs+6ux zwL2>~Rc+$|K)~aQxTBhe1GY6%bHz*=f`F>$I3D%Qc$(f5Et8cS)=)>c717Bm#;132 zT&}qoFU!_K_VwJ-E*W}Ux zZ7v#hWpBJX)v1{TId8qwuWHL#1ag*BfzZ;+Ihb&Gq)Bz;^I;+$1Vf6=@ce`Al5^bE z+ft&!;EuSgeG#_bla2|XXzV4yg@G9rlPF!ld3gY2WLC6%1dYaL-!L+w0ykq%RcNm$F^yx;~2>|q| z_!NY3kZ1xgm;w!Q{yz%(9th|-KK0d*c&=N=$_Iwa`W#h9a$d)hf&?x4RO}==dU1tQ zP^#wK?ij~4W!6>GL1Xe0kzHpyDYIfE9gkYj(h!@t_~07L5(yl}2P!Lj!_Yg;oOCsv z^)I2)Ub7o3fPcG2ff7xl+eIp58fD(|6v_V0TJY>h_7-tSSw=qgee2K0y^gFg)LU*? zjBLJIDEUrvRW4$P!X{NL%y4$LD$m(t;622QzL}&pFwAiru8G@e#dGs&ZEKBEkwD29 zA&T?PYp(E*{D4zG^U<;^lxULP5}=kR_>WrY{3(H;V4wMD-2OD^%ik2&x@$^eA&)s7 zt1DEIA5FMC{lmpgeF=-^Nf`Rz)1L`}d^`c>Ph7{tQe zmwRvyYa>UvXmmv;GRkwBrw*eu)5#Q3h?H^}yZcjwv=fe{X1I|qS!cFal$>r2RXks{ zyg9)q2a#6gNz9DrhtwYnz_{wX){@vjn@$c#J!?C| zY9GV4;f^@1XO(t=o}5-HriDs6m|Dp*-o*xab^up>2=dZ3$jYZo*BN_ij8@@!kw_x8 zuQd-U?Nu|MFP>}Ep)P7@^XD5)nh!HHj1|eq8X?PG@$EOR%wH>(ZQA zjAtD!0%xc^k=sZhvEuOn-$e%MtLH6dd zCsQ`&CnTKKZaSR`S{c80jMaIVHceWR7aWmPrQ?Igy*m)~W$hgQ0L4RLyPWPA$F+BC zS|wvE($0fg0i)XfhD>D+Dg=jf{XMOGAbm1VwQ|j zfmxI)deGxBHhn3|F+&gCx6+H~RCSU%KMIlkfo@N)^)=MUvI}1@$PVt+%6MSoLyR{- z+cF%4w(HAUSE!=EQ0BY@4>H{k5e3OdcqhL2@v8_uBq4t=Ea>BZ3 z>W?chcA7h}OU*!LE4L$pDgJMzXwGKIbHyiL#*tW>8>Is=ZJd9?Nph$Agb&WO(1p$q zK9$W}UM;VP=Fd|Z$LCkHtB0K2NKQy20-dxYn^Q(>f`IXK$@+ja}l25#&|f*!87zsnWVPq?HlAW(ok{=BPy^Z>l>X z>DI7sZl#js2^@qYgPOailu4y3+nW?7Dbut|%;d53+-W42YB49}rUTi#^HEM%#BeyL zbB}gOX)JzBg)y8SDu#;5WvNbNArf9g8g-FGEsnT3tj$%!TLtJt92%&TJrUg6-$KxW zkCpYQ66tP93(y~00Wr z=2dOYCgJH);(1GHYBuE=l#yI}G-6%2#?jAe-q-HjSxBJeLyf5u zBy=QmLM_Eu)zG46(Bwcc%=qB@RQ8rr!*4RYpELc=dQ)^#8&8vG8GbQS8+P6EPJOwi z-OgKGkX>o!;@%W_M&#v)H2ExqlEUIZN+1}iQrS_m(iYEAPfsaN`+2~lbWXP_YTJxf zqk;S7tAGzFi{vQIN3B)Vutlh0pWiNjI?<9nu}CB3uy74c>|KsR{x}};DD09|^G3tF zIL&o2N9EfjXOXuA9`(;b2BPO()NT?)Vm~?Mit0Zzqd4tXrk@-}}&SO-SzUayyQA}oI zG_J?)t_R{M7NtG>eEG*yTz<7JgKT?fC0Uim@W6m;uN}`{mw{YN!%?}pK5PzKe@@iK z&bLIgHd<;coS6xH1JgX#v}ME+sOZa8VaT_Sa)3f8Aa>%NG^RT{f`<*WifLWgSI~4R zwSMpz>xz})j%fBwGN-UTYtM9l5Z&48gk3R`2^faS`@GkoB#7#)hjO^e8ghpyDGiY= zVYX#-A|uoaz?K+aP%&8sWq-O$5sKQ>?hHC~juaN@f-{Q7({7r5S_VWyQ}1nDR(C4L zT8LwYG;T_$8O?G(5gR@fy8LtbS65ir#|$M$?bviW5@Sut=Pt?2hy&= z{-!cNyHu`Dbx1SmOh~`j@!qX?NVoR2;UC@pwOI8W)xQV;H5>DugZk95o`YvD+ad^D zW1R6=_bhj)9h=j&Z0YS9+LLgZMi~XUHIH$JxZJ8jlk(K{3mW!ka9IsQ68i;f4kUs|Mc zFUjEX>sCnz`@L$j5HDLBdJfdaNZ#1|>ZRE`?eK6!qXw)JFmgpzyK%bTKX=U^l{5z3 zo3hNz&5}A~)qQSg*G(=+F2?|7p}W30RI4V4wY9#Ikk{yqY?OKv~EYu_*Qm<{{SA7 zV1F6@bcfK>$8ObAR*hvy!*T)5TkV>we}l8@K#^)c^-1)pR{);eQxiT~eJS0}X^W}A z>lr$PqdacSQbCuix~mWE3Apc7A;xn-(6${2{{Tr`b*(F9-{CvV9AaVpYL&h|(x$H4 z5IiG%*#7{Q!}`*Y`WZ{*sztPOj!kqL3{IL|)ARrm2sO>dNQOMFK^1PpT9Z$-n%R`U znb1^LjnWc!W>aLy#g0zn%{=y~^OK#p$<8Xm#2I;PR?$|9A-zV&lXDjwZ?9d^%YSCD zKXmP{CJ}79fCG?Py>Cb(>J2G#WExQkWZr2tcpIqYPlJ!B+k`w zf$?j?iD9cNFOF?AXwpZ9C50zs9Iaw zF?P}X{#iqiM|zx$Mt)Jk@O^6~ElHGP%5qHn1N%jB(2i>$plY?KNb+iz z0nT=wDgo_7G>G3}+M~Ar09h~LQ{ZBuwg=9beJF`DEEEll(&GaHoH-oQ4h>O&*c7z) z2e4JAs2gfaCC}S4*9%dn-J}3|Ra>F^rT+kWt>U1%AGsdJub|>Q3PuFe@%*WNwUN-a zIio)=C#5W$sx>+rwlmgk#YFL>2TzN}^Pu8kmDL0AqtIHTR~K@dJl?i9;{qBDWst)gZX8K^E3_hyR$VkrT)O}%l=U~&7x!=!?> zZP=`S*{UfL%F_e?06hVyk!xb|k>#n!ZYi^U%2gN`CxOzNE_||0NXABTwVen>)KQzW zn$U!C^{NXVZ!^!z)X*IfzB@KA6qa{Q=8(*HXdW%(T+uP*v=W+Q|us3aGGQpQ4fmJ19S+>*`?!k73IK^0C5-r`> z;8Q?nOS{fZ$2?;dI2?OZCyYaN7&$CYrxfrx>(?~N6gvbcKIs*mr^)5&DyrDdYeZln z`c@`NU#S#|I<~rGZH2N8V`@?(NwiZ8&$#oNj_9Ui=PXAxE<-c*RP!{a0R7%;QqX43 zANuA$l~KNIX_pvJ;Wc1g3vD(TSYcHLYErn%g>G(5g&~ zH+1=HPDV}9p|h4J(z$OQ{{YChAoQ(+uh_`R5<3=if%4W*k5~RF=}7dUCYU=|@&)^u z9+c*|c@a^%4wWA}Ptu#tKMLz#3C+}s0?T;&PB#o@y3Y@Sg@}G@nZVl~2h3Zobb2hZ zLdS4ked{JyLr(5i9$@o1#a-~z2C#t0IvUHmluGVLrD*tYk*35zCyz?=v8QGkTmdi-x>=B2>|z#AW9?Mfv9q|#6Y?LJnVY@G`71w$Qlh zD#g9Tc%x5&|RF*~DPDfmH zuVXHEiRa?hr5NO0SB;ItuhJ zW0J=YM0666>T4o( zJB?V5=rHD?ogl=5= zQ`he1nIQRN$E7N(U{DLl zyGp6&9`#+dnbEKSI6Y}{-0xN3qIEYHCgHMFsxLuWnoMXVm6Q>^bIowCtj@$Y@Yhx0 zeM(J3&k`tIgCC_nTNzZWq>h6;!V*T2kCl*tRj8RDxn6$#4MRRbUhNr03G9Ybhbo* zckUp9E169`;oLltI39p?t?eG-f9!}>;ahloFk#PH)p3^~5IN(Dq>58#Ats-7T}SFr9PLbI1S~Tk%BQ@%!mO19FFvWk&myXRmINRF?2X&w$mCJS8IpnuI`KuwDkM; z40-v^1v7FF;T4PAXgtWs#tkL_KH#7-vFAUPGLkE5JuS%p0G_K_Sv_-E_v%~h z-~;}(YeNHR=Ap=TAh^7O*bg<;N$F8TeFeu6xGh-vz=})2vwsgxdeu!Pbdv3YAW*z@ zt_O*3b}hq0s>#RJv^4jQJ7)8K?rS(4s1;({YavNK>EL~9(2Ke=XhxB&?>y*%3jHxm zxo@;iBvd0f4h=|RxCEx69P z(OaSW$1X<$n)JOg)$D8_wvtmLDCa%ClJo-3N?Z5UoW#drnH zyN4H2V;SeYX87X$FMJs*rx<(?ewDv%|dz zl~Ol{F~=|5Qhh5nZf<`X(Or{%1v3G+tQ#tGt~S*0I!$jRoc+DGQypeJ`VT&4;| zgEk;|!ji|mQq!C*hW|r^5dmBt&&r}l~w97QskE4p(nABs~^7I25Pw=am@=P)5^UY4GKL;$=Bp z@gIM!dNGK}5$to#Rl5fs!~i3oK0>N_@N$bH!jllT0$wlPc%MYDs-iT1ROCsI3B zPO%z8bsTY=s<_2!$2``k$r}Qvrh8T`@FG}p+m7**RFGV+bCzS8sO5?<^{oq(Eag;X zy#-d=ju>MDoY2DOQ=||0mc$QXS8yt>mR62I_;-!mWiY%%)Ml48)rR{h*#9jdG2^{Y5_SlFQmSAs=XZfiueCqcda z>dbCb{KF!vj8vmJ;P$6tbS8}Xm#`j#e*(Q3*I(nW7TxX^#<+vj2oD2*BShQ;F zao!?)>+C%ge=4V=joO{l6WjXKy7TYX=Q-d3QRr%Z(R9G|U+Y^zXk{xGC%BCqsV9nu z%~oxLy-ze?u{Z}NqF7D~{G%T9H(^-K)p#f~z^wAXHUS4Ut*FEtp*SPGQ@XWO3gI|3 zj)?40x&HuFW; z1DYg^G&Z^ETTU_7r^Q)K>JT?^xsZDJ!#=-SVoQ zD9=39g)o0wl+xm2AFeFQyZt_ zSt8FrzZli-e+r7NYKga4xF17RN4+M^B7js@-|_J`;Zpwq6-96V03VWyaVDZIicE7r z80MEeRTx~J$a8h>qM=cR`qcJA2IKwFPy_OcLjzDpzCM4+oMS{Q*cD^#;M5fRslUKHO2)=oScd-1Bl8TQ|(ZLpL#*lp{ZgUSaXl914yZMrL|lh z>x!{&AD0THLv%mlXswgdttY)p2cah2t5d`bF${kh=Aj330anUjXF0$a6kL-EA^!js zQ-8US*18;IfO=LMjCi3AKJxznTIdjPax=~j(@2fG_~9n@tdt9@scIABAQjZ@#!g-D^>oj`d14 z{{V@UpYGJAQz4PwCJ@G;M4=hh(Th=98{Lr)eBz5$lWz?u3W4%%W zG)s&9Mc;T;&&n}ceo{?lc7P;|kZ?NFG|5oUu^T5ev&-dPzR`fg<`l$K9P#KYD`+wn zJwdI40b)Vm)Ad>&rJ37sADVMMoyn_{em7UIqjsq z(PM%)RAx|eMN4#8*~~WZP>OxJyIDdPu%SB)<>~Yj{O24+Axa<5VZZat!3C z=h~8!Y?l+qf|4*P85uz&RQAzHB*76&lj&1l!tsEvFxlr7)}Dqf6dRah_1#)JTd{m2R|<~>Q-{ll>~y+f1)TJwD66PeJVJg%YjBa6HbCtJR!*7 z@x@$eN=Qe`ob^vMaIrJ=}x54WUUE(ky;2>C)!haSBNkwB$*6;p zc{!<~Jm;aIh^|YUn{eX?E&QoK$9i?lyYKCR82jJKncSTBsWj+Hrxj)yNFu5X5%+~n zA1lQ&Mbu>7ZJ&DHwC3J3{>^hY#}>TzHPcyt$E;uO)JUk4fyF#h4mhU@f`uJval!gh z3Xo$TQBw9QJJ`|i-#TNDNikbZ9wHC#ip22Q0>WSq{ImwQAO1YoB>m%DQ$C{&e`b+2 zfZZ&s{>53h3b$6^oDm?Z`fh&FHVEQ6B7EP&(}@LlVReb%X5YmugQ=mW_+}+*Xp|}+fF2y0m-64JU|GwXn zY<73{?#$df=iWJIlm<7y2#-@_VSKyk=G_OEPhRUZ&GlIY9*il3l>%i?^YC@XG}?LV zPmH?1gL%ODHts)eRIcYdiqpkH@pf*iL;40zTBn*^h)%6Kt@SWFd)p_Xc$({DrCOy&iXu=9m@Wc)YzQ76{f`{shceHMdb0f6u{rD4J5(GIXBEmEYxDIu7hy4qM84R|DA1{pkfBT3lO}Ms?XLzvg z9FwG<=m&QOUAb2?o64kT^=DpfG#QgdnM76LHRM~)l=lo1YWI&z*0quU3Y^b1k%T9> zoP5kK(q59nrB2liu-H~H;Z&ldHE_i#G63u6tkpfUQx6KV6Nft%a#JwLi+h);x~ZzM zn?4zTSXJ~g{`qR;l-ESN6no%K_}TuqKd*jOV#ajv5?d1cqRY`~p!sU009}aqkeZyvzgBN7B0xh-pS6kP{zj-3f z1^SPByTgMfEdI*e$+_{$q6;At@?qBvtcIO>mpi9P(aCgrp_O2xyf5b&&Z|mF{?2{) zDP}YtzSyL~*!f|lqOh$%2YP3h-C-oJu1*3CbhF5NpGv%wKd^EU4cB(pW+ zp#{0vUF4M-I+YKrzs&D-e^kP$FBfFQ-xTE)+Nq0>=mV1Fm2V1KK@Ma$>_cb28#;Z! zgfYPjD|nX$I{?$6JDqbbAu}a=v--0#{apMa=jc>dF; zQQe;R+$*^(C(dsG7HziKEK=77C8a^>QpZdEmo2@plUyH-sU}%J0$5KTZ9+|v1`mf^ z{juW2>$sPd0_P$Rp`VBolPE4dB%&1=&s##g*_z!sI!L{$v+(bkDZERbomPRmP;^h9 zGBK8K8fDy1e4!CZ{-bN@y86-V(&kgHpD4Deb=Pz^P5T$g8q4n*LYyj*FYSm@WsQSGBwiO`2L=k%qFX`GR1 z#zhyV2QJVa7t#|kR|I;f?;;QzC@))?^Idh>yE+aSyhDSj$HD}D1`$gm-3|hOwnaU- z4tul?laK73DCd%Qc$|%BYW8%CGR7r2wHFBu4OTwBfwgJ6K`9MlmPQWvrX@y%sPe1W znq5)NWy?EpAHXDoqEC*_LQxQr9J?QnofGW2Je$$V6nfTSg$KjPD8LdtKS3v30dqu% zq?G8;V2GYv-fd8&68hMf);&t|bfx3LgEc1$lz%@3%phYyzozKFtF;yj`UduM=MS}h zhPeBe6e$Dy!PcIeCL^BedSa)Y&V*jBKqu45MEb&2mIxW%cP(-SK7F^yq+NX#Do@YRTJ^5R z`4&y>WTwM_HcIBZnR=(5Q6#r^=Ay=}Vm*nxAa+>Bt)g4Py9AA+*N+{-k@(R|5=l&3 znQpVNcB|$H61>tfi3uXNJr3$m)bl`HO!(@_BzgFmX^DNs@(OtSKZ@k9RP1pA7cQxb z(Q=$??)-^|Yeh1{Iv%SyTR6QpWyek@)lOtmOGrS0?E4ryjT{s-8fxVnTS29FN9f}V zaCfA#VY-}ruH+WXUCd0(`LDRxBH7nz47eJG^E%Tp7Ewx+UOOQZeDzd3+@CrhXQD;t zp460Y1t>k7k-uJE{%Ra`^eV3&4_ZkfKtNcTa!xJ%j#;R|BT(_vZ31yKfaE4;bnCYRE)}uOjE0nIo zUXPF1EtWunsI^+qh9H%$;WpF{#p}PC11S2L&k!%P|AO(QIM0cAIr;$ED#vaB$=7p; zrRQW&hfSyhYT!Qq<2hg5%Tl~74E+mz`?757`bM-7L}v_r=s#}Q!`UM!?V zh~ZWMh5Y%T*VaP;8ZNRr8ks%3P^i{c976BnN~8ACJ})MvqrqcyW-n8tPa4crZx*mm zctN#s+Hc~27O0~yLm{M;NJ?v1$%y9%nYZdV=UgvKB(Wgja%&FZtQtjQVc7nZuJ0ER zovw+4niRAaAz{x4!kEM&TP&xt5GQ)tmt3$agG4hy=JI)uw{;3l7=@04=%4k`3R2Nx zE=sMTxoN$ZJd9v*cOU6jSj&WXbK z)#f?L^LVh4#-r58U9}Oi!aL5dInII13+pdd2GOQ%0 zYgbe7^f7X-eTIFhq0j>T=hm=#(o9eo9q`&(q#noh*=blZW7*y97ryU0J|7HqO2e!( zr0TPVn^Y?pD|m%0np5eTJgsaw*P_su6U1k5XcT zX0i}<+0WH$+P4?P_10zDD+$zG{MiV)1`6|Tk)TcmYjoOfks2pFKPFoxO3iv>6_@|{ zzw(pq3>w8H_(eIlcl-h=gC%~g^%O|!=p!MM`+FViB=v1+0w-?LH-Z)o3>PNVyt|V7 zY*8Cfhy9jx{-B|~VUUvUk3X#9KNknMm5<2!Hn@je^tHcD92vWlwXgJ2pOVza|F^RM zz+ZhP?}}%?4j>5C3#CDEF!$W;wuBu5N)DszV!=rLnq~6qvRlAJinH_l3bT73bSrpYzOFXSGyWq3g;J{cBBh(*7p;%uuP?)bss8Fncf+<2-R? zYe~(|nmeoZ9OK#BQt=E?kANj4YTrqxn~9rhGsHVJ*>OfIIjZ17jd#D%C(!m!6@1fl z<@}i3mnyrg5hfDr!t|Q1OXZU1iLKNZN4icoMRT+|einJ^E?VW)1-EL+mHZJE8{$lF z8^)NS2bBgd@sdT(=ZAQG&;OC5uZa1m;QPxE)fN`MqqQ|p!KQq?D5#kDaIvytACV(P0ouhn*^t!lW z5dWC8|8JPVUaFK1g{xsi*B%45v@36VXFC;4*;oW#jfMUZJ-p3Ae8RDgn|5nCh~n#c ze(2iq((CH}k`0E{!11SWaV$I8{P(Y!qTz6bKk2idoaX!A4l#H0Wi!zmSX&qmz6T}n z@HiP`v)7yx1UiKlfL;*nLWIvIVSA@wf|}7E zc;$%tNs1qJGTu~=TL76Nb3x&mQ4r9ifjs?$xYwfO(ni8&spWkv*zX`&(tTP-&k7D5{Qyzxm+zpaSdQIawVG& z&Wxn8C$KvaQzK4BGS@OX#6h7_&gCB}YrNsNJ+N#7>q>UCJnA$zqrDA?^xLnU9q{^( zB=TdYpLY09$EzGhjV;qEkvOPuiP~t!hBeKNQ2ApbKsM^KxL295tq{rZ$aLmuIhCo{f7C1G7>9rKp+4L4`3<9RvThLz8KUBPJD9%O) z&qLX<*RCr#%QeO|kbwsQ29&g4CPg6M{NmXwhNS926H-4kt^2&UDh{7zgYDK8M=TQ6lYB;NOw?my*CZ7#bls!Or@KQ^ z{PQnSLYtX7+F+vDaR!fvZ$}CXngJ%6U;1jhTGoWdJ|hU(RwgeVpxsO^CVpTdr$&FZ$QL{y$vx0aH2W#ShaNL4=s<}w5-(Ry^%bnx zAW?*E#}m-ohCZPZ519EjkgZMmM&@lthw~MlRnnH zamk&l);Yfnt#74o3~nBWIyCQEQ6(l%%e^D~sH-PTgWcr7v3*Df$OUKXCWyBSB@x7e z3wRZK@Dqy~gFWMgJBwHMJqC@w`G^hWxh)a~vj6O?Bg!*JO_Oq$R0f``U50@hCb2H<^C!ik%$0>$flampLt zFn8(O|IC|8KF(-A5x0H3tW72wKZWKR2dCZ9mAAd$@a4XTZd2Vt9!~!uW$F2q#eB-S zszkJ=)yz+h>AI82^@YcftD`9}wN|O~zCe{eVrsf0^W&>dmbga-7UzK}Q^2nJ#aLQ{ z|Cv{@CwEFx7J!?7f%{8`$eWCR8L2>$NO<9;{9&$W=&uWyGebf&F9bysVVr!P-w9EI z4HEROOKIcDBR-`G{0_$)&?9A@gSlny#}C-C)oaTYo?|tvSqGRCQ7$jx94vIG*v!7? zC}?TP=8xtM8rko>|K>ZZTr5mjvY>AE*;jh*E7F={EX5;q`&qV3R&@uJ%}WpTUjDY6!zGIsJ2^LKbZbA=(@VCvm$_G zUz{`O3-*^k_MY@ye4|mrw`Q3SHT@H_MBhloTn~T0aW`55j6_fgoNelXY}?gkmXOq6 zfLo!({P>-yftW_|(CkAwd_15Z30Cv-TGJ<5<7s!1=*=lu>8@a5zRuCa>=kQ7*QWNY zjf^HV$Ys~ROb>Xz@8y^-w%jY}{`%xxM5%*rse=Sv71VVK3P3gHXZFFmskTB55)InX^<=@*%ai|E8A6+CHUt4puo(p z#(@O0+eYvN=e`$qmMRRE+e-g90i2)wXwq5TTBvfs9mJodLK+hg6E?Ua>EK?mnG=IH zIxwV9yVTX|vu1(ZffLYscy1{*0>^ zctcrwg+!qRk9Ga{i~o;`m{Lq%!jqE@5a8~Y{*)6^QOTCw`|0*%spItE&5t!P_-EJD zWIWr><}^<8RQO0ke~?)iosHhecJZ{AgycBCBzm1Y=Fc#|*@8iMF>R66*2U^J^8Tkx zuG0;Gz;C=RG074D4CIed9X>a^U{VznqBJSHC%5YuZighfL}*U!^#%Q9C7&X0@w|ea zRf=7Z6-$onO@Cx|_PisH(A&Q3&iOY*SS!^Ek!~t!cW*y7LrFHd%cM>^=RN$X*re8n z$|QMwEW~mry;|U!?G$hq$tX#Qq13hLoGi&y#&^Wp9l?;Z@-iAEDs>lq@*>?>Or55E z{dS!=f?zL-?0IE_6k$xan+jJdzj^&(kn*~vaS^E|5u9I3QD0omBtf{mQr>q~{f~l` zj=S+W8#Dt=I`Ef?EJ-E&~d+$hKrSq!Rhwr3+PUnye-vtULq&h^V8j6yY9?%vpIn8zD zmCwtg=F`5vDKJMIl$2i6P0*HMWd8xkDui4l z%58!N)5)Y(mLY!Xzsh4G!`n{REBXy6Yi7i~?D6ZFyAL@O5Ogd`dV}^Ard#vJIhj~L zfY+@c8;0O?>W9NdnAIN)opdC+bVnNM%XzTGJo@vEp)fhNyYj0ebwc!2hj6qng-;$e z&v%BxByRZ=w1j3)GE0!LFU48PtJFuyDGlb65qxRo-75m!S4&zDu%TC?uAczK-^5c*(X{q_jprNaWnd7Cl84n$=qMqw=S-pCcy%@MUVxj&n&s$j_U_DtN+T#pCGCbXMTR?FbAT#@@A#FXi^2z2 z8U~mZ>_UOh?ZciFNpv{rgy1+E62Woyc5Jnu*1q{jIGP2ohLVI97F`X2k9%fnBJOGD z6R4s1v^X1$n83j<+S-g|TDZ5w@_9e=U5X>?)rZ<|eu0gzPSgikUKfox%ZYkMaEIAv>?4i%xF2~)~vAifsJSHeRX325-38F z&3QWxjMUx(HUC%l`&ABn7@FIpZ8#@}NVGVCz0n0FS@iH&Gh1ezzS?Qf( zzc_g$1g_Fuu@hfs+yq%wZG{&W>hk7Gub6*hwzV%tVDDcD8>aWcbE#!(uok+qHs{uXQeF2* zF|OO}by2A(w`vb2hNV*6LW;F-h#Gf{teWwgR5USc4Ybga-HVpovX7=iDZeGcqNJ=Z zv8A_zn0%OWcAvB!(4QLZkOh$^eM+o6Cb*VYVX-T11)8m?)ayset&_Y`&9T^xXAMe` zusJU&?nvusf*U>`9@r17Q&zsdzo13o2_bAZsh>|6zWuZ(O2wjio00p)QH$cN5l&1Z z7-fp2@P}y#9R(+JjjWkVjsO+Ci$&@vwNUp@(Q@c0^R0!(7dmVdgmCfnTclKJJD&BsdozsPdm?Obqj`V95M z-<-R7nVD~pg_4(R*2`ag(|Sp6y6aM4D_sC-=KhEDn($Mhoa9l#^B_N|C*}00*@12v zBI$j6|GMozByL@Xbf9>#D&~q%`Q0(GEJI>68e3z6km;K;#`xDl$&ychbzRRb(*RiL zSE$+h4s;%h6rA;JEA%QUt8b7o10ctcrwYy+e!L%kextpY0`Lr`6`C3TEGGQVTN1u4 z`E-~DH^NpM_Xi*pTj7N1jLF+V9%xW?6*6SF@AI5SfCbL8f9ZtQ4`ExwD_*629Obf? zqLS+;tw_*ILCFq6V)3%v*@~6Ph%0*z_N*&;q9#V=7`~@)Tb;JP8L0D;*@2TSJ|_K5 zoK4gF0H{w~^#z)gyir8Ecs(t-2s+-ya4}J%96L}*7jdYZI(ZSKK7uGaJu{FwLKdih z$Jo%i4Zvc9h032pVCB?!;DY-JUSRz!_)?&;tSDZnM!D0P+icI>sZ!$0|KUDC<2dSJ z_SO{#jIX(!jxKJ`avwijF9-+ayfgHS>J|x{ls=(zK=6HY>!~!mSK|1#O(Yp5h_qp`;y?CX1hf8rt0w8|G(6aHz?03+%=%(8xWP|S|1jin~9vLcA+`6-Ef9cI4 zxyd)XZKCjW07Mou$0S)+o~b)|MXQL>YKr>^5c7*2(Ea#kYYwTe)^Pe#=9jwaMLVfa zsegYf%noa%ueL)+m_n4n^Eb!~e-Q+T%KlaQ=~}4+<+fw?$;k@8^}T;cys9EetB|qr zoDedJ{~d<~I%%@@uLBaRJ|(NCersd@kOI;*nkRjym|t!b=2N@c#YMTJ8-Oob3JkPu z>0E;qV}Z-eK82F!Y!V9_8<3~Nn2Orl(d^C^qL8Wq$-C(yzYOh26ItLo7#BP4|NkFN zRKSAbZk}4t@^-jk(8q@Kp#~`J_%&!?Vx|rX@xghyWgozrMmz<&2NXiQVUML<_2MJ; zWLp1_#-7dYmP#N_U>Y|F@yj)PpW4)u&PJ2=W38W+UxjzLqS-@W4C0Xx-#bUqv}N=j z&y>RPRpC{bsP6j@z(vY62oI1T!<&*xIthdAlFu&**RMOhrlv~v)HaS;9_w-JVm?7g zY#)ZR;Rs~iFBf5P&paxC@fTCkrtDl_gbNO5YUj15%?2N>dC0W?At9C5Y)=SXUqQ~G zBQOVAKeZ_mX7NEY0ng2UNTnLT>u+7;p=wbngN6|IjO=g+eF>%p=I;rJhe|+lRDpsH zEAE>hRgQ8m)|8mODvMl2s!sX#u?NStsOkkiLMMD6)-yC_PM^0`>x?k4kHHU2NqWJc zP}F@@I`sp zHE=b=Y6ilm1a7bm0tTHp%Ps3ys`(6bqYP>nh=|keMDO2CrCpi#s8$oWM-0RIQ6Xu|$zrid~Y-0bADxD_lnN3nKb2E{nn_xR=ZGQQI zi_CMgg{Pwx`S>mso*f@>T1-M<>KP2H|E7+Ar(%ZC{sV*js zDuo1jHFlbPtJRl-Hh7hSid^jJ@LAym6PD0xH8LDME>rkr$xzOR5t1UEG9A}$!!*M| z`8%#3^lu7tCxnbDTB>tS480IA`_0X9(u@&ka-~=x8jG8N;H|BEaY4*=__sj zrH|Y6)O0iMX$Ywv+-^+tAQX0^RWGtA!4ioX%6KU&`G+*+Vqo~Ee%Lt_$rw6H6AhFj z>41xE*rGXytvpn49!^=iSJENRw}eBd65U0dJ4cUtP$=_iLjz(KP-oGC*nNtQ*C+3U zJrshDHT|qTsaF8{$gGzJE6E>=lt9vy<*GqtDff2#7}9(^d_gAJ@-^JET6BEMPHf7~ zv=@DWbQ#NcY`zQv$Y{aOE{tu`PUMdxH#N@>d+M+nTFCxX^VX|U+hMoaVhboeXmiA2 zWpdO7{youtaM}8$`&@x7=SN8~kzabj5neDG{_`uO_2&0l?$z!j8p(D=yju`-9u&dt zVJOOVuXHT^4@sYSPo0Xj9Mg=KBKD0}DyE z%NV}Lnf)9?3E;4&Z-~DpCS<24Q1|V#(i&uEP+`l|ejooxe&-PUVn};Z=u7@AJN4XF zvZtG~jSP?Ad#(sw4*&~N8$$Gd`1w#acwcJ6CM8Ga)OONhp4$~3$aY$&4P}NGa^|j zWBlyKHa;>@!;ztRiK>Z4)-1U-V@2AN~kj~-g z$SQGr_w(cM-cq=!kx$qlXscX05b?RR7%9%@}qZ>AZ`><$HDuK-5ZO-f%h27z1iQCb=R|>Y zrXdi4v<#Oj_wPdkhXAuW0*H)Spvap81!xnJufpR3wz};EmnH5kOay;>0!SiZLaM0G zlMbo>05l0xm>!29={AJd`@&B7vi>(y0}T6pMx{V) z8`nbSFU~ng2l0{d{*FA@?@i2V12A5{w`l(FRN4#cf&=O!e z;RwHo3Ahh+a~x2A`=5LT;1&S$;z0S$9?l*YsB9;w`T+Yn#NgX?UtK%`1G~xej=IVm zW;Jt6N3|k<_sq}^OsOde4=_ldLb+$VWS05vBPjiUcHs3wyc5@^z5u3T;B^_6JiiFS z4Km84i-0o$k2XLC{L%tf6F~r2mSoJsf)ZawSvek#-GtN0iv|K>^?U%?qM1imIgk_? znPB8H$Gxpw1gsvTM}7Ik1qZzSe@sAG%ZoSoi<&@+?^n6xNyg5?BjBMrw5;1DYLL-E>D?=fHdVXBhv4oNUaA&gv67K4 z=m!GcqwNH;AM1e&Gh9v34Kf9m6e%Q`X`MN?pqft!oCCr}r^$p9tUs$)BDLO1}~yO}qr!io!op62oMVR1157UnR%+ zGDeTo1}SEK6H|7=oFozxLBENK$L$2um06h6pjHx%852w_gG7}50pw96`4LD?c53^{ z39lni2iL)ZWX2fkEN|-s$%JqCEFv|DF=rCwS#mikW)h}n6m3y@0$BUv6Lol|Z*D4Z ztFbj)G;=FhHduu!caNjW3W{bDo5D6r&U7!sVa4Ywg}y@X(Ny#jQqQqbeHwB)J$r4P zv)NF!HcH2+_l)699=`;?m^%bTLyBB=|7tEUqe6ZdDk~fQt^3yKq9jN3HbRb|v2Vv2 z>{B$z@ydl|kb?mILn@z}iacxRKmkFcCNVz2XV{F2^qQ>Fpa{@ba;Xx_m4qTB+5&=K z*PexgE~p$dC9kx`WGpgKU)kv>huH=TwRn`xeVzu2N#W4Ry+W0*IN6pTmyD#<_k$;1yL5oE$cQ!Aa+K8Fz)&%1Kz~w5YNN(^KQ@fEp;XQ&>4ipGiTFjiY~NUP23bqn@@3n#hR1L$)iCUIq=d_o2j%SC zKe&)l+od*1<54LGu?(oUsW3>8s$02sQKFnh3uxFaG91nLQx*aMIY7u zi*Dgm7S)Q{FrLcr3opM}UjOToHH%*WFx~JT*+_OOw}$5eJI(H~aO~C{1E5`Q{IGTv zERmDNEFNZGn(?vzYp6{4yj@~8)uBZz)oK(mWu)pOERfLCf$fyaJJwHE8^5eS&#X!u z)x1&DyKqAEjiL6&N|0jU36|}D%USc^xJvq@5O{jY0$h-I$KBetX|!f&KEb+ zMAPuM>^3XOnIqE0^Tl$($?0G@tvR4_8>FgF1Z63ZYHds{%Fl{5X32-@5%v>=KWfb& z2+)d_DwB=mVkx-!O;v0nYWOQ`3!a39&SY~Xt}zGbplxFG!sSKIwzWy4?@tVG_Z()L z8{CDeDE0dnMYIMkoA*+JhKm%oX8uPK8B4J*9e2oUnsxDRfs1L%_Khe`U(#Uw=C`m|LF{+D&2i@prPA7D&@h`ZF9l^T*0f$pehOKDoEx|)x{DxEN zcgJ0_n=z-5OM_n*EOA|S%lBr^n-O8ra?Ia+p((UW7pCH`?j~rCap0!iT)j`4l<5a~ zKxg~8AV!t$uPt7*l-i?yGr`Y5QMuQ8QBLLK*Zx?D$OQyPVgv6JwUYfh!5*48s*l0l8C4kNUyH+b z#!6p~9aP~r8q6!5!00i2B-hn*cz1(?D5O-?c!~nvwHm*~Xob&M)sL zN{&yC4I$8iX}@Ci11Z?4VZA!LuKtJAJ99b>1d?C%ksw9BIKkNN!srFi{lNqL0-Uyv zJ*uSs`z;rU!)eY!$L!i7)=u~RQ45383ZEg0NJ&_*ys@i;BV1f;$AkWx#uxCt^!@hO#{f^PD1+;8QWY$w>iHEMhL zfx1_+hRtnziUB0TI>oDrJv6j{Afv17ZO~}$dr=3185)Vkj-P)4uISpv&KK4WMzM#F zF-7RUH(K2wwGXx3F$W6b<>I@U$T_)XDB2$$%sn45I7R;(4s6tV$v#2^6j6s#>Gm8E zgq)W+*RJ`^z+%Hq%N4d{DmqZ5#s@Z$SdEeCi$s@n8o+l8n@+)|J_ni(u^vjVDCJpN z4ZM^!7K*|(x?4$uC&3cIRfAhqo?GE5g{A;(=xz}aJp|#)dJw9PU);L;=_pHGCxR;^ zZ>lEivFY?~r52}PO|Tt^U`&$+BB{Xtk07pI8==uUL7UGoc?&ez+#C1tbv0sC{NG+UPLr_!ItuAlzB32} zlx<_OFRaa9cK#tPRM?*nt9}b1Aj0nNKvv#SJQv!D*EiUSTK>~qieZPS%G>zs#g6(c zVbtzq=3;t-9=4&OYvjPLDg<|t&0Ihq#A5Qx!Rjqt9}3}YJeHhWlA{p#cJ?MHtPeut4E7oBVKC{7VT9>#twXTWoKO9)`ti8Y*i z0ygXHb--H|+JTv1Y0YHHiL&v_#&iJtn|u3Due=UmyN?(*wLnz3zjz zR`moyJ4!)8ww)>6J*C*r@z{L&o8eoHzo4Gfkj`B<^~L!=p$Sf@otvsOF@6`v|Kblf z#0lly^l`oiKX6B6En;@0N&n>@rHZG_lo{s zUzn@ndpA-_w?R(%fC{}QV7FwZoT!bLm~Iy{P&slQJ9XqlKuGWu%o(RzVXsPAP=wj%nbU0a-330CVPDB-{)_ujms<+-y*Qlz#U zgFnpprF`S2#JR3FSm{6|7)LVHm$9WU;$#eNHXsZqEsW{$^)tx;H!-~@cYO5^=}6}a z>*G~b4`#wmfu|6IO=-<%jc_vL_tpxrs>^*gXBPPobZ+Uk?Ha6-0&R-EB*~D0O zserUo#dNAAPXV6Zu0#$`%!4hVb}_14AvIs=B=bwPyd1wCTbc z)oR?Gf@Ql8n#4%AVvG6fCK3FXdh?i@{;-{N&rpW(mgsQz|1B$92v_otorNowuILNw zFarJbjL&)1MC5Z{aeS4cx;aR3SqEyynwoFl`%sn#pDE2K9ePjL6?m_WPQt|C$1M!_ zw?6XN5?duzp{to3otYk+i`7YOPh!D}AWdB9*Y$<*((GSqOOT<;NQb=N!WHJ2Xc#Nt zl*7IqT;U!@I#bkXN_}~>RnE$hRS}H<~6SN%Va$%w5ePS7}0A=jNe@qhSW8bzgOGtdcU-U^G9^P z`AXU4HYlodjwr|(_4gZ9$NXKWXf_qL0MNt@Z*PJc$+T7;h~QY|D_t=wRs=cBUV zL(u>g&1B2k{}g$sZmO71Q@4pbHMSyxINQWr#@Gi!f@pf5E2szT^z~ZlgW?7q?gNrK zb%o_tQ%BJk%8zcR*X(#5{XaYn!y4O?7(HE1ra;giQR_(ol{)cq$KF$9oUyed1SR}8K2J>=j@y|?`3vQ zmKQL+L>#DMf9$@Sw>lD`%CNVK`f6M!wma)OO)r=3i=0rX@SvA|y2ks7ii*+wPurI9 zg%SBTdZy0hXB&6Id>4`SxU#96%8P85K}VC7w}1RsiP*cddakQ%JIO7K;9Xy_3(}9m zhOh;Nrj)h*6AOtc@`~AfVNH1PD-*|7GoD3|^p{J03D@dFj?A223ny;dFA}c~7r7Ll(7-1F*E`14)ezJel^+#CBR)@ zmOG;TV2Q#Cq{innh{>I6f=*QCee^Z`10hpPjsg{eHHw;M=3t zOB9Pl%0JNL9}gqX70FZLyn{@8$Ng*8U81J(qFDxV*irxCofFa`^J67-@*J`fE(Dj6 zQ%K;xW>?ZyG9FYv9nJ`ojeoQ27Cl!G_iXm9rm$0Za|6qypOwtr22*Dj=e#e%BX&$vle> z?imhwz7H0OT{FYld)%!%|1oWfI21C2d(oMz?GIkGr8D*!R;nL zu-t6p#fJ00aewqc&)drgSAPAX!uc2ou;urXfc{S`@C(rM((el zoFDEfcB%x)EzHmyr!9jBVc`+uhX{6Y3h~`nrH> zT*n5j!|7hZU%azoO3dGeeCl2wv>AXb@8(9qzF#az`CJQMXao%eI0; z%{Zka<(I|lOhW>&b8MWxUar>jg^1R(XC&+3e19+!!#80g*5}?|7$S&Md5z4cM&cM6 z#wLC+>wA4uV=#Tv_@b@WlA!ZVwRFJ0fReqq`5gY;(V4bZj>eS&=r=w(d!7Q3jxjj{ z5iMsJngE9X5R+SzuMr|98VRvcc)&TY#B%HRH7Tqe{$fd{L`yF!T|$<^I5ZrAZhW)r zsske?S2D&Hw{P#7{Yq~W>hL{mwMn37=kgRY|ZQG}7fzzvEg#RIhn($@*%8M~( zDV{pdf3q2{?LR)!M$J;AvWvMJs7tW<5)WGAqPotK*Mf>A$exc25WARkejml`^`W|H zxWLi-7NM($15EwpJ0Cqw@rSJSsMhpSLL0Lr^&4B`AD5X~23||u)zn}$cX5`yDrt}46PFCJ#adW6;rbF`t? zt7kY%m0rZJ`QK1ubOam;H+J#s@UF1*?0(jUb7-}VdHX3j;o55+#7)!{qMQ;Q#QNjK zMKjEM?!3e)Z57Vq4j(pqEe{inb!+$1GFe+8g z>!gSC2-212*ZW67%mP%V;@yN13`T6{8tu9b)3%I;y*-@wr92!xYBP zECX=IleP1skH2I5kdu@qGPoWLpxxGqc6j$iV0yEbf(E_HC$I^%I?d&soShVnRXi5e zv}TdJi$FVPg^zHUs1~Wu=$XDkNYkaF(MOU~GoUKMWFxFb?@T92^E2C~mRj}3+r{r9 zsCvWfDl0r)Kl=s0d$cBsCI2Q=WH_xU;PYTFTtSWAO89TIkWBY!5vLy=-XEYnjZU8Dc-=Pxt_ z;G5_i4BqDdtk7DkWct=8H~SnuI~BS=L_~>ZgS+Wbg49u{0xd+G**pDA#5ix8A|y|t zH(amoAs;)Y^?Vvvy&T|`7C9gGR1zOX*gHPUafwUFsxNb5TP8$HoCH{}P=%1{nsBbh zJX*7d&e7Kgi$=6wKUvVnmTHsq?tdTuw4F}(JAE(ia#!~XP08@C(peznPT{gftYd-9 zL3y3l$(}3?P2l6J8r3K%4C%v=2mOqg`{-lQ>EIJVa0^D@*MT0cvO#ZAZ-_zsR=haR z=5F>6wE&dz+-SIS^*U@FhfdJI5+yp%w&!@z_`zQ7-fcTT?KT4cHO_Wy-1DHw)m9Dk zxP{l?r>-x-SNL@eKzIM{p2klff7`_OO1S~x-Y`agP@=%LpH(1;$tpU}`9W(kRrI^- zQU@63)@v)qhN>2=KMVYAQ1t8VHgFvsv`mx?Pdu)X+L23$2Vq&A4(p<>C9_-6YxcB zP}Q~m;>t}aiGKg7CcM4<^Xlrmow~~AbL(H<_h+Q1gdvEg0J;@^#4Yz4CwDJhy@%PG z!<7(vg#b*0qf6?G(tXmas{IIv<*Rh>c}sK(0lS|xSL9U4b zfDHj&L!Ie2eLK5&rZZyjPP{;L$$BeG2XB3OyV$O`rIBO0|MvhaHR_N~seedbY6&@( z2*PW*x*iHn-UI#4J_3gxIIIiX)44Q-ck3OX%E|e+HGDwy@MKD!=h0 zJd162LCwOGd6iA=M^mE#Qa!LKaZ9cIrH#K0MS@0Z1{G&E${eAz>)3D+de7aa<2xd% z)EXbeP)mYy+}g!*nPlDj9kl|8y6c=97CpSIlfwEc3c<}d&(GD~PQjPJS75D_TER;v&Y zkMh$z?>bK_x~dBE4LmARBmTbhnxO+VBVJ0VaQ_s8<$R{d4)yjuiTNtuKcr&^75Wda zCIu4){nQpi{IC0r3suobn={kLoKTEX|KRI`F;yvwHH@bVDN6Soei7KW5Y0?7h2jlK zaSD}%_o;o(3c-JP3W8by%R0T7A~M0Ll5+O=`xorIZ5T%XR5AYk$412 zjUGpE;MpE1jnHjms+a|CS+^H+9&ej}MXdt@6gmse-y3?sIAC47K+Xp{C&@STlu0Vj z?MP!b!K(H0B50Gv4sVY2RR91Y?c9XQ!#V)C641$TuiF(=LLrb z$c zcZrx{RBL~HUKxOF(v^);wzb*n{ie+BKs9cet8yZ@VrU^0Odvb`O0k)4Cv6$ue17d4 zIyiuDFo64RM(9kRRpXv@Q3!jo;_AInQDjiD%$SZdp&Bz|do3 z#cRywtL1TF%y~IkbEu10-~Ry)LGivwZLFd>{wD*E%DPzf3u&8VQ!6)IVybFZi*=ps zBSRhrdXq)iB!%$ClO$;>T&28NAeK-Xx7v8%%EVBS$J_$4tq>xzWwHS1eX498yna-3 zF*4+Ll6ipa8P8l*hP`7GG1^#qilVM?2dzCvV}cJ_cVa~&e{(8MT~MeTe4?!AX(V>B z7V^gIoCO}Vw-Lu3q__ZaQ(7k2Alt)j;C?h+jMh&sM9aj7>a>zWYGQBnXo<)71vLX~ z`MT1fE09KWRDrXA*L7A%EhB_uGXTm5PHU^M(!|Ilnb_q413uN4;ypUvD4~@Ud6HZ& zYU)!0*bbk%8OPFrC!v}oiWwRpv4sa2XQ;@umn5VrN$Mu5+Fgx}>&ViyzHa_QH7&-8 z1XuC8MJJLJh9*IZ5(}COXQebjT4W^u0MlCYKZ~$7m7yX>DQM=9a9cIm-Pl=ABx$Fs zw2`)74ZyB1<6%G8RxEmXswithlRQ+m2p-ifu_j<@u5pp+R;{;h2OX=PdmF*so$iWB z(&PHoTDOQ%x`XU&MBnzH7zba*t~6kA{I&N7N)Z{{W_9 zxm_8E@s*BqlD@viy&b;jK8C$258XWa-w}Y`8-BnvcTp+cQUXZ)BFODtyWsw)F@e>MgO52Yl9k zpDb&sn`Lx%MdTpqNm&kkC6Pr zkT=RR-jJwcz`&@m+rFk2sjbJQ-mDJ+mF8Z9H7$kRw}@=td<7CV#@>3;h>EDVRT!t>?Z_WLVNb}xb zisiyM=sMI>b0Q21e5YiH2SU`>AH9$DsbyS$B-LF>%z9nXKl99*vo2O6j%rTZ_8DhCLwFPsZ5i26Dm1=Hu*kzaIayqwq&DNfMF7nwRpUGLi z{swEHhf%di)j?H^9sm^S*2?sGlSdn(jDlCCbtc}24=TOPUk=MP{I^MQIhkW4Zxye7 zr>M4)RZt3ygXu|Yabs!-w(`(7QWmcLuG(d2(3ade_p8-t4M%gA(yy;4)uOeQ>&=DH ziChjbT^yQPN(k7ijQ6Nui%+(=4Q`RE;POWzv=Z{(MIg8mbR1HNeP~9 z(anYVc*S>KAeo}@+>)!}K#PY1oZ_C=Pz&{Q96qF!sr3^K_GT;w1dcJqXCp|XH$;|6 z{4SD8OGr>;ky#p)_YpUjzHcb52EcKe>7g*kV(~|`U}I<%aDARTH8Mn}Jdc*8I}GP^ z-A>}e!wD+8EmmbiRp@~-n)UD{0J z&}O(oMk}Va=QRhR6pM?iGyechm-*L0acH-?o&CIr0hp1GT-FQ!0I#+7nSY&hQyt*HlFObxm9Ijus`5EgcKdi84M*oRjt+5#=|qrDj#tW)?|*dD3^E`Ek(Y7mMRH4X z+fa>-8##)WA#?SmpHQ7#fPisOY3U@}krcCMfGD`Mxbt!$kYIDctCzx0EP0D|H?vKt z+waB$3hm~%j!?sMDP!qe1Tjr%aSW11$V&`lSAT77cQi51%nBaBR``8RJXB*HPJ3Fn zYeYs#TMT<*xlLCMWuD;Iq3fD_(^!0nHv_>Yy!%vAwr&qld7`Sb9TuEOyg!p@<2@MG z#yRWSv2->o42r;lPI^|bZb1Ai&Y#31GB6Xxu{ZlC`d2|U^Q`PJHs-ncNM8~{f7w6M zwxqM44KRh8GJ1|{t`FTRoKwBWNvKNB$ghNM6na-h;hjobJvq?_m`fA-*Dx(^a({Bz z13z}Pbepxcu$7uO=OC~d#Zwh{#X#-tHS1}aM90c*{{UL6;!_m5Kx~N@%~P7=7Jarv z3xO$S&T)b&FYTy^7ShOBNzONPBD0NG7pdpY39SrY5K1M~c7zLnD>IOPOxHnwqc!XO zsu>1I`B0v)X;wx!m z*&y;HKdpIeGyR`Ng&H{!Ng2e-4h2|S<%ZhcCAku?IWJySN|hs1O^&!la_V>fB9cEY z#qt?UojrK3AlI%u?PlTpusOi4m9_X9=j`&kIE}N6^!ip_q2b9cW_zo7Ll@`E&mz0< z_^8K89Mxz!YL0V*pQU>T!Xgib?mea-%Dk3)ON(90JWQl|4l!P>@OwY-j@=&Kc>Yz@ zh^Yz3-6D(}UZ=bKscV3y|9R5|&M59?T0my+q%b0E4Tmd+RaYA7{(%gfkN zrfr*t9c!{`@i^(fc=YcCzT~>kd0M)+&N%H{uYtxOxyStVY}Z)C{JCYvcyMI zT00rK)A@RB)BgamUPa!%t$&Of>7UOnPC)ZD=`$Qy9zJ7T7QRAxQm zq0{bIoD6T_fV*YaGGJ_>^4d(zM9Rf}rzR`l6rg%aDJ#PZfkTk)zo0e-W15Y8iS7xgjWV+P8ms} z`%zotZt)Wvrzah_u6{`-vsodU(cyMKGxn-7>T*Leh=x>m>siz0j^)Wk>=$~FgM4wK ziJ87>Pg7XVr{*$bx#uRjLiYDC@4G;)A;RE(wN`x-c-?C#aClWU-wZ;vnae6J_c~7w zvl#79e1A&plQ^zJNQvxT$_ak|0DOHbu#Ehftfcv#g{5RD=Yvtr{-RI!YD}Kg$#QMv zAMDh-p`(zPZCka+Q@ix7KLBq2&$`d|&-1D+8#7LE_mI}7fnsE{xklrh{jS*~YsCB|bu3;W zw1hYA%XIu}+l~tm1s6H%#>}CA9_tIG{_-00JCII;oB*OyFnaZ`Qo9+plidw@l!DrA zDpYeIb#@?yIO=Jc)7-{^F&wN{pcp@mdd`O4W{qgy>{pS*%&@mVDIC|U_-uoqTA%i5 zGU|z~jA=8D`53Pt@hdRYlorp(IIm;Zc+#f8=K$A_c%7kZh^C8qET9~z;L5<0to(l;^{IRhkL^i-^r&?qjZ%MR%>~0rn|fExXMO-bb3drBOwi7BYg7Ks zd54Fjc`bDf$M`YR+*hXP9O!n3)lc)PiOXMePMW|TzLeq31XUOrvTk3OILiv*tt8pv zi}mz=zm0kTgiAXsb|V$%XheQ6zKb8n*YT+|hR3BL3>1^vjAwDrN@Qawze<-B(FPv4 z!|c$IxgpO!mF61eqb&NI(X@anwky;;K%p(;IRI`s&3P`n7nQ2cccZH|;k4$1s)0l%&r-8X)A?f%~X^7bCE}&MFFeCw9P2!29 z8YS1wvlB2MoqHUr89H;0mE!&v<$`D#};@rw5v}dGa_*XFqSX4B0!!HSN(u zgpV(ekbf%hyJMTXayvLVuX92~F_GOD`B$Hg_>tFzClM%!lKlv-*2Dfhq5lAOxL+{s z#yi(@r<~YAf7ujZwqveIa&ZKw{gYl_;u{N%W;BL3NXd5jq&QwH)9%02N&e}t9q}xX zOCPk2r_3A|8nabW;zMFG263-8qy(S8y|h+kGp0f3 z=B(MN8p9@XNyRB2?NIuSqKq4;#(QoRT1`gDL1S>ceRER8aUT{&d@mXQ0H(jvyb4ZF zO84)IjwJAeav=o_nFrU3@EIGPYLGFzdHgH8@HRiPt_DBlp#D|C@8s8a;9r|ex##{` z59L_nJ`+qo#C0Su=~Uuh_^WjD{>c7yb7p(g5GelugsV;&9RTZIWiN>DsJ+voBLw~A1|(PUWLvRWf5lrcT$W;0M)engS|6u z)hqlXfmN^WWwNm{!lB$S0dv-_BuKxwcOsN>r=C5lB`$TjBS!lyE4XLxijLa*Seov8 zbx4Pla85@xWTRgvcSE%IG>{BL*#7yftBZ|F-sap+=+U{x0335#FEnnUn0BOw?2ixrORNNqCIANZY)2P_54RV0`WKaaMk|JQEB#Onh zu!hjw+(sL7<92?vqWZOrYFVfGaoA?0nq;3zc~pXpjie5=FeJC)-Xc0}r=Pu=WFY;T zKVeO{k&+g5#{>>eD>8;jjojvp?_<0#6lU z(h|2Nk5VuyL}=KN6o~liwSmP;8N`IQK&KyCXqHX$U=6)a38e}_;1inXtfAB|UgeGW zjTTI7+mb1om95+nMYjFfnZO}apv`C_p_&6KZFCqOwNglzHwKE3Ol@db%VR_Zgu9)7jZ&mo2^sL98Aq4tloKvGzg zfO>AJYUpS*TR*bdERHhnde)l_+t(cw)mScf%AkZq3UD`ftIFWoOc!f5!;%}NIL5=1 zF<_n>eK{tb(m2m@X#UvJ+C8sz3nAcw)t`KXcxn|YUk%6uHK%J8oROV5#7l`iXDgo#!cNqbf=|^R@#KuGp)MB$^Z-$VyoTFZF@8^ zS|ooYxh@n67#r53223Ug7&T*@U>btle9xaj#%e3unId!%x&}R%fk+FW<&+-PI)J06 zQ&`KWzR=F`1MK3h+FwQk`PUI=sQHC71GA+hNbOdjNX48bzEZ1_O=sN9lIhOz zzV%_l4wY`@+6^GMAP}7AnqXay<^q`)0FSLovLh~0!LEE--V0AOOpFTd0aO}%5^6Bm z`QChL-`pxQR0KXMa;vAW_pTTD*G@Qu9+*$*T#t&RZ0P&CnbY~#RdsOT+KTfz2>UT3uB8>S*7&Xp#r{aCYqFW6c5W|ug z@yV|>n&xSpo!q-I<(TG+*m@qXKgGx`6_-iUVvjvbWM}oRFUB4<)O=eEHuo^a98sOa zX*JA-ZU`MIrJ05~sCtx=BQTIlC~Q==(j;tM`qW-qIl*E8?MP!HqH($^FO{Bw;rpm3 z(-Jh5caE!?)*$jTit?C?!6=d$9T&miOa z)=s0WM`TPepqk+Q*w>sIt9h(Vc+y+xgM}YFt?BJqh+(&hMVhqtl8#uM^ZhC(H_+*$ zhPJXO_=eW%OEYzOHe_y*XP~af!$Te)wJJE<*VeHl(OOFxuCLs@+X(|W3tOHW$M!5d z@CmIc`I+Jx_+n_VP;z>n)mrM}D@cr!xQPc+d(~ZEUbWLzkRLYS{nSyK=Px|j9vi)0 zZLrD8#5;eDIY=ns8~2$#-lu!3xrV_^7Q=>|@JR29i^Ep2T5Igf52!s#xcbq z1B~bJu8xPAV_wPR$jgg|4axaN1r`@_8I?T9h;G^Wg;&3W?Gky5cCirH+Fq^cvAk?l zJWdz*)B`|`BiFy^A2m zzr4b`AbQhaS3ur#W3JkJBRYi#Zbwl_GACp0im@UPQzx&b2xlRxYwe|8J+Ov(c7c)? zir>&ky@EUGOYPaa80lQjvwoJE>%ftTT414ze+70nHs9#++QafikD0xxh|kv<=CHV8 za-?8pq_IXwZMP0Qq5P?J-z3^dAPwc9#(imRCEXlILH__&Kb1(rZXGkvG#(~jp{Gg# zkq4oqKkJ9JO@M;qe*XY$RUZ)@z8$AcC0 zsjWh%BD1uxJm12#NFi5>=cx5NY3w#7%da2BT~+I^*_1M<#A6?ob5H_iQU1`blTlOU zD=^_>{*}{(+~dY%v-+aYU)1JBpZ4zITgz3QZ%}xo5{!Uf-9hmF;>9N zI@hNdBg&N7nX5h7z1d|m#;T(`d*-yXYs-kNu{$%$t$)caCf#EaqZ<+psLm5)(Nu7*z! z@SD%x9A^}%BL4uwI2eL5gl)xfv$iEq4X>T2+)UE>>RTI+YTVn4R&1UZ<*Y9Z$R9+V z0+lHJF^tzh_**t7p-xAoO5AN6J?vMPR;wIW4;hh(59xzk?}}i!h6^aCkh$H%9{g6$ zr#$av1+BhIyR&Df0P|HmaTr@YDZLa9yyq0^FLZR?rC2}IN6#T@Z_25}KXikVam`3m zC#n4F&3m4b*!3+?ZqsfD`!&D=$4c}&@tr>B*Jl;y{j0LM$v}mdKH8C>{DCCkyV}Fb}~pk z>km=5X>LjxenmWP?^l}Y-M9~o_NsTYLO@gipIYUX=d%>hnq;zDN@b2h7#;xku8-}7 z$PXl$J$bHb#zczbvkc%0)sp(zr2E)4a@ZVh%9pp2TwTZJO3Z>mwMnkyMxIrG10!t7 z!h^uB7Ut?FXqGh@4c5C&B4vuq4teC(*mIW{z1tIbf@eBQDsS9-gI;l|ulgh8^WQb- z+MUE>OqBD$g#xs}?~e74qcSY7gOXHM&f%K# zYJ5dBWZy7de%Xk|RM$_Z-p-8BNh|p$k%L^$qTlf}wO~2sx1hU;K~@+(wbf5lI4v2W zd3z$-pC#lj$7#u}p9CaxY1dH77EW^8#(J9ORHr06=8BrmaJ{%Jmh`TTvn~&OU)`@GH5)=_hZaa#d_{D_|{*DS9XUm#%o0gy$>A1eQLK=Gw*+UJV2myx7wa1=IvwSP|WAcEO#-VwMS zqrG8U3pB41<5@i!>{>;gthyW!No5cA z@U6u)v?AKHh?Kh?L#cRX>qfhRYnV%@IB5rS?NKGfk9^bHOjSt$g*dN8@pM96G7!Xo zWx*rqUOlN#CBCU5!+?>IfKD@4EH65|N%q{X$9ZSA>cVEa2`D*L$n>s<;jB@?VW>p7 z3bz=*9@Xb|o-Ye-kjVf-y)oXs1L1||+VuTOa=6XLPyO>;^y$=uts_+^&NoMTaqG{u zay~DF&n>1BH^YAz&uZx!WQe$Pf$Ln)iCoDgp@0U$M&=q*lZyQ9qYE-t10+%e~j z5m9N<#SPR^;y;fnjM|RIR=N-NO~6t79M_F&>?58iu^#2;4#Ni>>L>+615sVtRNnZkT?Ccatv}uZw>2z{E>Jy1Vd$i$ zzh}q%v;w0Mq-<}8N2h?^m14^x{@Ww?>4v4WKk3&00Pk0ePEAbor|_PM%943nuXSN- zdmb(zNk`L~utrTd@GH_+x=_FwcL$EVE+JC2NkEXQd$ezG|dYoFCdCHEX;d$0=r!TU7Cw7GKF!GUSDl{ zb8Rl@pKdF;@D`&j-m5T_ zQ@sS*&ZE3-{Ho*e37#jfvqNnHi9;)Miojr3B#yPx_=Al$6?O%)#dDo8>t3BNgyO03 z9*^+Dn|A}BoY$mauQw&o?352&sq#GV|s zwVESnJhhOJM`2y~u4l!eg4&ha%beuM>MWM?b|v<+v@3)+)8#nOuy@ zV8VT?(4%Ix{4eswFs!4Ww5S|yLJz%a_;BD{0qa}Di5&(&IU_Y3tRJTzN?K66m=9Xg zlExAp{nwa3AyTUkdjf*_lQ4>i{KVY8vc2V#GnG;>sZ&gQr@ z;YcZaRT!0{&)Q$=E6(naN8@Xw{o)VnUXlP4WOY4j&Gloq#`2!n8T{!z4Ip|Xe5(Hd zyHbIQiXLK9*r=&TTvJ3d3&j!d(}2J{^fl!A!bWvQiZn%G@{ofS>wYS4BStgrEwuC% zb@h`lzhKPvE>Hxb;%>@pO9Yuhb@ zn^;I6zz^wOb~}5Wcw*x^6=DT;nql3hz(@B5aJyvMYq-)fG|O;*xG2EA3a*P6BQZWb zE5-a?uMVEfyO>Ek2Iqmzds~dF4^dtt;_HY-h1_Ke{{4X?__M9z6|Pi3F~~+4rjQ#G0+G{{Y9FXQAm$lM|u%Fn{8)lyl5uHSC&oy^Gym zt;7msGV!>3SB-oaKk-^WAHXZwZ}o!})UZQjUGw*VsAiHK&)hD`Jn4mL%qr5zYKZjKkm?WO1;o zV{LdGoW604*U+C7eqRUzIZ)#tm3;LtExXp50i(Tlegt(Ibq-Ie=5Tn@S9=&Bds#0H3STg;+;DiPXnA(n-|uZZWVk{rV??}IIl8`_m29X3D&*p z$8yLo6-sqpYRS}-3L5$_SYU8!rKC|Vr*`w&k{p7r!;UKT&8?G91;LgCSoztzlU|LF zJ(H%bV~C>rNM~cWq3cp#TD9GS!wV`)xDeGr~*TJ+NI0^(cp<6a1GwH$<5@xoOJEQQns3TF4ZR=IvijQ zD(*kiB_H0!0CU<@77r!L&utl-%sjgCd8-$?EHktX1(moFzUN}SMQ7h@atU7A-oUe| zBX|a?DY}(M+8*%a=VHgl=S&T&v!)_R2)DN~x*eb|N}eeEtpFjwAdUxW%#G~TL~+@& zN&WWDYkFvdX>F5$6=^UQ0sDyZdD~QVzy_98@)XFq+t(F-41Jw=Jc@@>pX_!mA&q3@ zVNb0=NT+M2SV;oO6G+)i08Lf4(yXklowW~@vyfQkvl{DFx?t;W_VBU(0aoCP$~m~S zmVfr&JWx@mq}naK*D}Wsmv0~&2>vS8izZAF#y={GG7LyiagWNK69I5R2PAL>2$p3r zu+rw1VSW3@ZOtBfRAXGcop)QW^OsbQ*kQ&xn zWLEaMNYN)^9K0_cq4e2Xq)}-?{QejThP*3A;EQ>0{PxLh&1_fxr>a zfWwFa{$vS6rQrxk>j+MCP%l#jWFc8u26nvHKHalMYkC-0o* zm>LNO*)&0K<@tL^`D;%8NZ`{Xk>c}0r!oHkdy1=m*@&p*XRS@BOXO+U1#)qM$J&?} zYjvwKsfyLDVPW!$(y<5aN%pv9X|eogim!Dg@0AW`f$~N$-6~{jpY2%EYlxmbyahE$ zjL-3O@vZiXvT+%iNgllQuRZvae?BAInQ}|S0*;Y}Eq$(<1b~QyFOZ|g$w{s7a)f@dT zOGv}*!q=`(Z4lrAj{H|OtXQO$(yFi0g;}>^ofMXbC*jNg0I+M8S2N~Bg|{d^;}z?2 z$#<+`=I&1>%#4V^>OJekd4N5 zfyrJys>B>xr>;#wex^$~&=ZopVx$gN!Vp0n(|wL#F;z;->aFcvjxk&xg?`g(tITAu znG#dCaZ`csUGkCAn;JwUg^|rYPT~kZDEqY(pzl8QGV_dd9A<uYVPu?f*H(>`Kg-ad5&Lv!PN_d-rN^)Ep2l~^W zN8Nc8D$SmgrrOPbF|Utvmds*l;n9 zzV+x`?0MEtQ=IWatQYI{bOaEg$*oIEKq9x3X$gU!rA4V}V_LXL8sx;Qi~v0=a?S$= zo8`2oV!a6!Ny!3HW@n2bwpeZ66(zMwwSRn1;cS#7~+{H-N$U#Gdd!y zX4yd{t-Stng(Qpt^{Y46Z4<4!rc0)2(k5fu>eW|SAY8663d5ZG)W>r}menSjJ3D=d zsUovsy|c|T#a0vQwz_jc7~LFUpC3xO_6t2)$wkXLg=36*)u~}idvcKyLdTA4N}mZ4 z_>M+Ac|Z<5Y5Y>E{DUK!cEMg;o~NX?JxbwsTS&gEUUu0B@vlgje&zoF-8JU!Ts(ts z@mFngj}F9aVRPBR{cBHEYjo5jY1z~mK?DO?WVJkgfKRZZ9CgXB!VH!4AaBx zPAMFoi#!r*mOe|fa6=PEjsF1TB)n&e>@02L@`cCQAxS@ks@EsuWX<#}c*r@$ZzPMt ze-Ru^fNm!pDY)>D4$_`W13~T8{|HKQ2jyfYNYfc z%a~NoV;II7yKORU&;jjSNH`tUWctU4iN=Xf{r3L2nfi&v z^_zW1>spT)*dHBED>qU<=~jpRtbVn#bT%YwpL*z|z0&FRDUr_$jyl(E;1iX*9eP(5 zPZ%BfuG7FOb9e3*tu0B!e+=zLaw|JuT~)cq^Wzp&=l{6_Y+vmhZd$8WWI zUyPJKfPjKWnaCeX$?%P&15&!Ui3*URPJP91P4cUfq0cjg)qEGK=+^CXE*=y=dc6bT zHU^7*x17!i{{X&d_Ju8kXPfE1#P`Ij-z4!g1I5gwlXrYRA-0zs|mqQTwRReS*Gj(sTW{WB&kM zm-*MyYyPG`_XTB(+}4K1UcL|Z9o{ z-M~<4C@n`&=d~sV#pBN>lUQ171=lQn<`uc91u!`kgJyQ?c7OHMR#>B}4zxXMx8YB> zZI_TS?A2T}xg9!FqcVB%lZY7X883A7-lK4(BZ@@jSLsS|(!DtBd9vKf@faWQ zk6jGo<*y{yT}{kt4pIj*WkQ!=>5GhKJXx5tPX zGn}PzAYk)dSHto@;UvfV6{Se48O7>)!0tWj8;_bBg(HtCx%>@Iqp1}ejwR1{+xb@l z_>Pyc;yTs5Yo!J(OrBxJYn$}X-ma&_`+mnB4lywwrE=X{HR;j#PC4#+C&M-$IR5}> z*QRt{E6ctbx6LAdv}@Fl-pzUSej}sRYc6(oP_SL;?v_>T_pI_>ct;O)Gc$N(H1*4K*$JWqCg>l6;Pl#gDQ!e7xqZFq0WbX(5t-t8Z~zz7*#~9?kwWh~p@0Z^8%uB+NhC{{R|j=4SAq^u;@hDu^Os zi3NGbh&HE<7^f(3}kLW64*EJ2VHtEM;YHr-| zO>9JrKNf9$0!3%p&lTpDke0fUV{OEB1#8p%QEeM&GRVhv%pIq_d6mwlZJD63Q6%g> zW((4TqJ`{1C)lOB2_e}b;4<(5uR-`}16vFDnnNJ!4t?v*t*m}_d+q7m1wBoAAHxO) z;`ku_-rRKLb4=E*$D^;ceB*dX zrr}=YV=8@u+?MMY{#D`dfMiViiuS7%PweY|_XT1=${9ug$fj?(xYZze zEhLRlbtGbw5zPElU-+XR9R#1!zIKpciux z%@XBD&0eC|^UHQdaPJJoRgh!_7~-FME5)YGBw%kH3GY>O=%t5Jxs9e-NL=n8TC;o$ z>30gCm)qK@5LUOh)g-r$Lw6d6UD)#Tic4!t`^9!^;4s+xgi~zv*$u2;>C*yGWkYnU z14-M-ytzKOdbT1xG8rMB<{2dOa7Q3wu3R{Z#_fvkR2-@A%{J1=S(yqvkGPM%*`>N~ z_?KRQK61GL{b>lN71pF;UA81CT&K=DRB&Hvcc|V~sEZAZ?j1!w*>!fcjCr>ENaHKg zi0yS4RP37EWb=hI0NpL8`$f>XOvrvN2c5XhY+f!b9S3XyS)yC3ok|9KR*ev2E%mKC%zctv9^?7aU?dsx z;{^0xn5z1ef;$rJ9`n3y9`#}qn2_|s)lFeo>HA~hjEm2uK}e->d3bHI_6!wy0bdl` zi|tBV4e?qS;wzF_fvZbtdn_PHcN;F;bTrvC%c&t)MdIzp-CT+aFWZuBVmQWBW~7h) zKDu`6NfH?1Sh1ahttye{@yR2K5iH7r&Ks-S!#&fhESwKB6v_1Xf3zYAaVL|5=6?6D zrC5hbiLdUYxrv;+E{{U3J%qdq- zw2i~1x`rJND7xVk0sKOch;>O48x8J-z$@~D)~Q`;Qhk^+>F*S4*A3FF>pRYyh{hz` zyHBSy$spBcfX6J*Fe3!*pa^EvZywJv*%2N-@od(FEMCqn!-F19K9x||>P-QF+{3Vp za1CC!gvD%;Gi8-=kw6&Qp4HINq$6s!K*cI*ww_qUxA5S8?ybvimo{q?lA%uFQ=vEm zB;avHz{#<@x3Y=RZOfN({HILR+EbaXZscgnZap!I(+qm#(UJz^%>YeqK1Rh*ySccF zQ;jXHeCFB-ImRmdKXBu{W!>A{NvxwoH9v8*d{uV)oQsTL@W(-U%4? zs`n%lp2fOWk-=ZWkQ9>A#6}ULEI`2KlgPA*gQ5{9KuOJ9!1NUhfu4ez8RXv?pZA(- z5OJ{o06OyPSbWQcTydK8zl_g~Lcs@LEdKyH^W8CbUPho~=Av&yN^0!ywAeyMiU-OE zO6YCZXdLydD@WP0Jm6N;Q?3Cfy!j^NdU3R3YAlMQ8LKfqM;$9NIZ&Uy`qiYkRRMEO z%?|f0%ed7!q#$DzDV=}4RW5EK$Il|Ky+y7)5mrXdc&RwJu}GxT zexSXB{{TwvhOs>Ajj0`IdpK>6)}as86G{`*jn zb2KifBS|5-cSVjqsKX@IbKcp{a~zOchhQ)X;0n>yV~SZ}SAfiSecG7m;|sv)}s@lI0l+$+TSVpd(q4_ z7RuU^g|=S#aYeBv;jlOgDm_9#(I5w_iplYP?7BXNZfxY+BVZb+yM&dFj|Vxy{Hi<< z+%!PvUK6UzzVD&rg-HRG??fdrv2vS1;q%+u?}^tN#E>^K|hJ zu)&AhrQ`jog6~+=FD?A5o0pLXK+T#?7A;FseLJo{*{vO;ABAS=AoG*jwU?*iToryJ z(53K>)40@a{{ZWtuA5SF*Diqc=DE89e%}ZEbQRKEMAJ$ zDI#Gr7tLC;y(v6r7{g%Zp)fjyKGfLJmSyAkg=Hj-;^n#C9)g&|<)`O_m*LgRRRnr9Ly>S!a`)P4_Wm{J(V8t8y#< z01WNBgH*MT`2$?%`-Iib)lXOd0FX7&{_JdjO4cg!Jb7q%--vdt#3f67$TA4_tf+t1 z4EC#j^h>4uLikq0=Rz+TkZ7Xx^*?h zQTxYI_)M=AHr)|hJtWWRRlG9@OIf50+nj^Q_NREpVGoAol=MTImqU;~k#5Q`U27Y7UTOq@RP@x*YK`4;uYDG#F0agRx}3{vEUt2T{=0W zDjM153AgaAC!|Kb>)iF1VUEWFxo;TD98g(E`${X4a(L-m^GaikNJc{dKo!e)sy5c` zW3`Gst`DyjoOEVVT4;IoucXFJx?qr6Fe@xu)Y5^U;y;%_yka;ANj2gc#oQN{{$ws0LV!o773tcO zOtVR8bvt=oG5zY|JWCCotZ~B(XqN=#_Kw}FIx|-^sS}dE1MH3OT=WF4vuEunHPGLa z_ETK+Tx!D&!uKv>gLnT-vA|nKr{GPp0ttGXJf`ZNqUmV*2t%FOi9gPgY$b= zZ++m?b0z)y-h>KElx40bf=C>wI0vPAG^Ct#IO-;u-F!4}^yx>TuUHl2pAASFl!Co* zVz{d-Na?2Z8(i0m-6Dq4M_{TP{{SlKtC8{iZ6=Wlt~0pQ(lmW_TvX2+E{KFkh;&Ox zcQ;6PcT2OBbhCtj(j7}ncQ;5$$4Vn9-QBRP_k4f%-aq!U=W`~`oH;Y^%)IeD50Rqr z0-e@LPkLGjsxlHdMdrZ>6F!qv+q4&Yag3z`t6!7Qo)&+!2zKPqWs%B#CUX|Ef^SfqF3I4V781}=N~smp?eMhY`KBzcXW7$@x> zzJ&2auFf0Hzb$`}F}gSyoQOWN|6nT> zMbXOq%lzRewxG~D(Mm>&Zu003dRW9s-+>k7RQGXGdF~iIWUo3uL?AekG%tpVK z(MlaQyyi)Z{ z*g;sR!bf)i1ns$vl}CYwqb$w+%E}GdmTmxJ*^jK}>o81>5cS7m(bFQtM{j3Q!yP8R z(9InBh4B~UsarLy(Kl`}?ZuZcwjrZ<*b*QeY3l zofyB>y0Y0B7Ba*0(#kkF9%Kt9Kc--@lmK3l_TA44D;f{In8jNXn4@y+d+3 zVB=~U(oMP<_YZ;kpegD^P3L^lm-=0h0f{U{aJF7W0MnaY)pzf>XL)K&JPQu~A^buP zIKCuvx*Ys_s{?PoF?jxm5F2oL$?CeDReO*7wD4Qx4_VR|?I(^}o4VMk9G9?pWS{j_ zxNoiPjH*YpF7#p%McA?w(?6Nzz1y3bd--j}us<@cQlxQepi__dN92KV?;ktf%nGyVR6!w8RIAK+^do^_omz~$gRZ}E=*j5pR-*9NYu_} zvLI16d$y*XoE0ukK}Y|20bQHK%sJ$#FW8EmRYEQC1cO7E?_V1{NV{%7$Qj39*8WIB zZq3<|1pBxFE;8a@Pg}RhTif9gKhs71yvl99I>mTA&0(kofd)J(&X`PoeaXY?qj;MD zZhc|iR}hLX4y3&Nq~ycqau3k51Z*=EZl?7<9Cg9yw+b??yMvJr(+J zEj`0>2k_c_?7UXi4Kc!1YL4U7jh&FR4smV6NH#5%3dwJ+3!RRZ>}u6iQKDqpRHMCO z5^!-mqqW;iXN%m!=dD|v$qgncvU$bTjg5DLt>|v0i824}vqtuP0m}9Vmki5-Qht;q zEUV;0c|V*A$JGJ}t#i%X^|>Nf8AJ>2Q4ww0Jl_7eoFg|*^#l?d46l$yJoJfj49P!h z8X1*j2{Hz^h<@Hx`wOg=T?A*Lwt;o_93ZOq^+?kMuJUC%nMQbYI`OM_xg? z?np~hP9vUUW$Kf}ESzzA=S(#IQ|$1jnsMJKmH|rCD*&@!QA%!X{P;C!SI()ew9X_; zmG2e+alCyKuju$}NXUYX?n8deH*NopcsuTm4Q{zK{8Wmf@KrB;d&&paa47x|psuyK zGZ7eM8fLb_O>8NGEI1TLtwtsyA#aQfcgyjWWOtD7xUp1J#h~Zj)CaVJT$c+PTM1fR zjbiF#cDq5Il!s`674tEpBs?ri7<<|Ih%uVEc9rdX=(XS~`zgWSqa)gKlEi6WPr@}g#(Yq*S=&2o_3GrMKtQfr;*y4yEyZur?@CA-2oOop=( zrD-p_mr&|m{%4?qcYYj2Pg@s|o98zrrQaP5;SL%ME)0JY*W05RCaV%BU(blRGmZ(9 zU5Oqpvt>XcN(tt!2Fu5jzzf>5>0EOw4q=#~r0v_QB0vDN3Djl|@QmtqF0X+Dv?=TwcujX})DdJe)bMKZ%Ke#*0&_ zGdE@7c^l>HuXxIbUvC|}B3>%~3jQwB73Vb0KeY*`K0cop;Ye4KsJA_(?-^ zOtpw3$NI8RtrESZnvR9$x52yVON*b19j?d5lF90Csya=?;4q$aH8Q6Mcf%GEO`{aI zPXX6jd{HHttz{+(m}NoPR*)@TQB(hZOUb2M{B;LT7Klap8HYov5Q~M5`HD6c$b5eC zBRQ5EIiW_o%4Ng{cc`I##MxkrnACo^{i?xwbkB|dOnumI%}@9f*S_8Y0hHZF3YA1< zoe9TiW(rZ7g5(bE4<;yUSXVlfK@zAv_#?;lr!yG#i(caBH)cpmRwCla#g*7XINt*& zwTYp+bWMD2kBA?0QV8gQkT)K$EL#PPlR+OOynTO<4aW2{H(5~YU2|SK#iQi8h^zLW zDCI^sZYRd`x;Y9mO`b1rK4cnJO~%tH-!S%-H6gYtjRMe;RZPjKZbrv0Vm?{kX?Rz1 zS{meHgtX}vYPywrT2d~=4q+j=Oes$}RoqoneHdJ>%Q*w74HI8jyZq&tL_tkGtheoA z08hK@iaPe4E{po#y-cAnUzgirSN--OH??k_?46zR4_8c*`G~-WN3utn$>|>!s5dGS z11&WIQ5yjiDrWTn*776a2q!|}<<>XHlus>6VWT7JpdG%;qT=~KqX?cqHZ3$cP>G6$ ze9BGiE5tra=!c5Y3<*Olf6lZ1MjRDIRxW(Eb5Ga4@y_%JO{M8w(4I`6-<0ZLvAc}R ztQ-7Fw2BMMr;@_n^YM#ZS*;M{Oum1mS9Ola8*BzT<3Y0yQ;j~wY|q%gIMteTmqWHx zAzq9vJe&8mv=I=osZJu<{3e2^|1@|19b`Bev3uO6)t&eTB*l8#+*I|`Znaz1w^(Uu zf3;pHNhs#pIB@OPMR{tleescNZ>1?k+?K*_hb^i0^_c^s^1)ZEC@;ZpoJ8x)*jspV z&)A_}JG!H;d;M}!A2!3S0;FTWRuOCitiO?>mSa~qYm!9Twb7Q6lVp)OBgq(F6%$=i zzP2T2qHb6B>ez3eVy-8X41e`rVrR|@GhZ7Ru+n2{T_*3K(nXWTYWi1NF}0WgVzJ>y%bXI}^ynM*TcD zZC(o(;7pt5N;c_gG!JW*bziPoW@4#rZ>JH_6^Qd?qtYYQQ6;rMHk6{U$^hKq(MFrg z_Y`DAQPxbIY?gjqp`aQjQCo?N>A6(fzCiT5hBZmOYeB8HxN@%w+|Fe6AvBEqHjG1W z=uA4=wV5jE^y5Mc8&XSB-m9&Xg9vrkNj?<)y#lES(HW(({jpd>wqzWK4Cj~6-02;8 zK;ZRQ8FfR5Nt;8bKj%fyO46Q?OgkJu`e+>M1jzm1D_gjdl@xIZ4Xi-9fJF|tII)h} z+M?38U|I?j(~SeMZBB;2CaF)%UC;GynQI%Qr*OY$`b|qJFj!h#=3;82(^ic05^m0!>P;i^Z7SU(se|n$o z9OG`Vxn7b{9X>rfK6`<$(>Nu(fE}ZCpVrMe=}F*KvVa-hYPHC}O*=twp0_o8Y~s#c za9J2WCt(zWw8ASlzCocXP`UUQKyj-Z)IdmcDm~Z3SAph--YaMtPrfhJAzMgVZCTK3 z@v`irZbW~5wR)lI9uI0`A7lC|`ynQ|rMUZbT9IESOGQ9+n5h4vRxzK)L(kgZMNWT# z_AnIs*M3olJYHreBcrEAzgGwFnpjpxELv^gG{#?d5`e9vhj$})HsaL+{xtFDRx;gY z(-Iz?#0jH-*6;AknlKtv{E+usr>f^$hbHfgZ^$b{YqtGU&XykS<2o0b2Jk%11!=A- z^fV}$1rCn&cFija$x`r(=?k0FsIi^xWdB8s+Lh#>-+h7{!brd~ z&W-(lb<2-fBwzk)ydwT&8c}i71|J4^<7!l36+Yk4+YZ%_q`XpnP+^xYyGFBsiBv9x z|7n<}k>t}X#DMGL7t~7<9a*L&<7~ac-@DIp4L&G3@%=3YjcwVkCc!kx>upfv%>ZUg z_-y>XNyM2v{{GxUT&I5tW$aJ@y%%Rai(wT8z@yRmWd&oiPf14%zt6~D$L zCL7ICuhPi=GQX+uA1D)>r%6THt-edCyusfeQamM}5m*cF5;GaCJjsQ<~OK zs4HHtEQvvvq*>+8=QizbN(9v1+rKdXA-osva!;Y_qPSX?xA9F0$Q;GbK`WSVm(yTr zag-R>6X6H&sWR2Dn5*OPI+&`0bcw5?k6(u#(QC?M9_nvd)p&e9x13SWqvnS9!nHHS z>7V=aUPZLV$N!}qOBoVV-QcJNZ1P>Af&ujTMiVt5U)%^vq1D=rkACh~^HbcDewRzv zMa|r|i9kz~pildQJ~?yNM%ivE{?#`YDqM$Z9$Q^Z7aSb{xiLO95SIOH#TWOeg8;Nt(1{G-0#GZ93QGFSWEffv+K#&ccg96?T2g~;*DMG zWouIKELvA(K+QDudMQN;;umZeQtVeLLJ$-A2D8)skWetjdD z#BMLE(DcVDv0){+?{w17DG%mXAj-GbHLEP9oBoB?7-0Z)5pomDLCiBkE7gWyLsF|% z@m6vJ6(x8T&U0Fne6{^5;|m_yHe|AXMGIHs^-**j<1!Cma_-EGmvB{{&;EGh)F~)X z##64dmxD_0`h&*qq|p2_f*frtx5rnlTPM`&owN{{PH`U%z7_j-3jS?Rnn6N}BTVcr5P#Fp8Qje33wV(M zZWn7ja2oKvj6inVk0Wpu#r!rPKppO-R`qJj2W;27k_TyAzO%{IFiVlp3GIJa{Ncmo zX~LOYV*G^}%9q?*bKXarC6zcmsKi@dKflq-#_~sP-Bh_6@~QQvh|Zj1M;qh#9s;nqmUbOlhO&yX-TVB8~!Gwc{+yp-Anb;miT0udfeP zj4D0Vb*)%r-4j)!1AY99l4k$HiQqBd!3Y z;#9%WAuxJUzE>I{XTvZWs@u?;%0E@7ta4eQf>)8eB?J(vLc+l?F(N>UdjP7A)z6nr z@zwr|-+pXt9ybqPL|y)AnulOc_g#l1^~KV(Vl&fFGb*!oBJA9NZh9ipe^80Uz8g9T zNZqgf?1q<6kYWL703#Jz)!LjQzkt<>RVJB1@mj7K&YpM6^VZEl6M zWYI;q6~h)_&CDWa9}9qz*l|zVZIbQ+-a#iqIPCe$ly?rp8)pf6DBbQ7?=evpDc5Q+ z{C^(~u&S7s)-cyiv+0~BAqZ+ux@K9^RC@+d=&EH#!WzjI^a&ik8IqP}>rGK`8$T>R zBiSH~2hsgZSP6Mr41PFQ=rSWPQQC!{NpKj2tatk~P9+KEzvtmxDXbIs(^4v@ivOg$ zmOx6{=?0QNf#7ejwuy!L4hrkI1J12~WYLS-`oj_z7gCm_ZTtK6wmzl{j(fr|1BL#e zUesp%By_#R>NUsUcPXeXjiUFE z{-v<^MYu7z2hfcWKUD{QyyUU$)7l3VL^D4f^Uklei!d?pHv$B{TPv-tWmC?yQAM2x zky5Y^fxm&7#);X#bWq}~J>o3r7DZFE7U6GmBf^fAZ;th!+I8k`lCR&>;qPb$U2cef zJ?5P}v}qW0w6do9K3x2%REhOQ!AE1pW(4Psx+7YDT(;df81=PI*~w;vY>xUHA`hex zQ-~j#H%AjI`$(Emx#iWaINQeYZFRIcIDk8(jRG`|vH$jlXWXtmgoto8+=(ziUrbiuqX!c*l=Pn=wl^c$w}3eWI$qxivUcfS+uV*$Pbv0Qoh`(aIYZ2I{^0iQpm?;U5e7UE_6`xeu-e&^3kN8M=Jy85{}N+ z0?$IH4leSryLN?io-K_Y#lzDK#m{Eqxu#1BnK|3|bMzX|ZXQYqFwzVGc3eh6^cL=> zt^5w6FtLb2`1*_-ti@%l!qg{H2?u^8=boEoFEov9O{0N&7AY#D)iqu1jFv#3PW3#I zqaq=qRLWpnnH&P+8Q6+O_=n(ndBfA)BuC;dn`9*Oo{82Rnaowyd^N7uqYC<K|eSeI%&awh74t$9%#yAvxk*kDb`fD{Va38JpI-ZcTE zYtpci=qbN-h9Xyr5fm= z)m8+_xisu5WMSLh6`>1J6fRVdv)y~A<5tiYRNfH^%TGGSX?;M-y@hzOGH1gmC_J6+ zwHmjxku*~g`{@w020^Q12?gWU^}ltEQ74k!6Y>GR&yw%7W?i!WILX;q^Ens}JThp= z-Iz{!AFJix*CH*{5m?0?Y&K4^M(89)TPchJsyE-dX)4w?lX3 z-(?@$_Nt*N{px${$GV15N3sq+geNr!=Ey>e623N}2EHMxin+~*mn!fx>Ufs|kmW<6 zI#dU#?p59bPJDx{;XyzoIf7KMzm5xbi$}?RQMGXl1YW>IG|{%o;d821cZt8AqQ+gM(PQH5c2j~0pH?R0D-q(p7x{qo!&AwYckvj1RCfxownt8ZKz2KS` z#+T2i^MC%ZQ1Xwz8L8y_^x+Uu!!!U+Gj9?`JR;VsN%XH7rvv81bi*!lzvP zbh5(>jc$BV_4806mV|UqqEsJVtu4LDA4XN&!BuW<4iInM5A9yWP%Xt7)JK!d^g3r( z!N=*Ted_NFX_;D1=wzKEw2hkfu@ar6xdHx)NkUAXyo$X98UxG4NM^$#hkB7*JO;J zwC)ka(YLeqyoJr%b-uGmvhIA`LF;U%YvQFLOU93FXb1SnG^V~t2<%r=*z-c_rnL##tJYa_}T{I9=u%V(N)S$l*5&#F9b%3t;+s(*M>>L-sa z_5bQFib~4O7NKt}zeCzc)^27#6%uw~b-|x@Awpp>ZVppO!3xI@Gj9k*nF7mAdv9JZoJa-SgX9+4T?mf8 zgQ=zL-;Q*>+Ag*v?EAZy(Ei~TB~teQ6y8j)kJYPSyq$ll!WryKU9jppODUz0{j|Wc zdOJQo;`o_cDch#4TXNI6)*3<;JlyTEPDebWDjNja;UW#|y{lQ3j$;wwX$v1Ai^=w? zsa3gTZLZ0~V2gBP7g^-IirFr$e$8%7vL98sNADy}v%jaC|Ru~fI3k#J^iuDuyw8w)JF+!UijC|SkHA9Obvdne)}yJhb622ZR( zjbaN{SqA3!g3F9R1jf06qW9ZIF@Im1;QZcER9^Okv$EKjvSZ!;u&aH% z)8Ifm9oiO>WNACflM+6pb6bJETKiU~;tA-hN*AOLQB^dkB{J-(hq+AMRfEDKhufD9 zX#H8AA1spg2jB8m{SM4b83}g>3<^E$xp}Dq?12-ERWi~R2U<3SFq)_tZr&j`_h4*% z+8_!mx1fbiHD$)?W(n-|A^X4B9e(JgG36Fw)hZx6J4kkiY7Tj68m+dds}b{7Brsj5 z+w(u6hK!zTmYZoAbV>g)9YcB9`?;9rX4GWP977hz9MgHx;NvYd0LTPw%Q<-sdu=#a}R)6?)R2g6P7fwyKjS?Y?$mp^@^^&;6 z0Bvj|P0~3W?dBZG6_dti-c<}d52{K|#qC^>#PpL6i;6T>ET1L`Uv>r>?Xs|Qc~7Iq z@1ti*w*+@c1BF;@@=Y-^s+#Jp3!z5kySkg%cCQs3$aLPwN?0!ow-)w0Q`>zz0Cod1 zF-B(PQS`S~#2y!$l{=L?*Q1>M-o=9hf zWwBHT98KB|bsOu5c-vCd#xgFh?3(QaOpoy`;Ue;PLHMb|fBm%-Ym1dDCsWEl5uWot zI#*kT%zM=VE+<(pd{c*BIY+Kjm>~RkaSs4p9w)A_TJe{*AyOfV`|kt3g}(@=ajSFO z56%l-qlsJI3~XILuXcWvFXJ`6Fn(qu$nf~%3QZSIhVw~-{5PDH%@_7kv1Bd$;gQKr?8$0SGDGk2D17*sU21A|1YxWMR0 z=B>gR4R3AEr4jmEnkJ| zhd5tk#u1rQfNo<4=fmqlnM;{O6}Ga{G-7PmV_Ma}h%)n=IyNgJm(0~>g?KETFZ|&5 zmcI5FzAkGJ@0QCbtOvHc!zcOT6NzU8dIWOxkLo zhHtuVHIyW4<>!%z;d}InXxC4-B+=Km(1=H4BF3QAs`^8d;}uLZFg8;7*&^PBE1S&` z+^<&l4$%inmeV|B;uElDtRlQ-J~H@?xVqkUX~g~?g7r#RSN6=^EJ>)WN=Y`PpgFAsjt_FwOCS*vi0t$4PZO_+AYHjBm;y4vy-eNCj@ zcV7N#i1BhA$|%!{;2V*?KquD_QslXRxbxwzx5(_BvE0=l$&V*QZLz7Ib)L6618hEY{QeD% zdvdOdEOoTV&UUdPO*}CY3eW^qPMe3zl$?NE=DY=1j@yp0P`LBXY`b6uZb$1HNvF7Trmznj?bWU4Zdi=5R zzfK=lT(4bM_G^k#RsEl}xKRA^s?}P7>ag_S?*eJDUT@s5*&jT~ltj#sO8gp~>Sjlj4-_}SBt#Uuz!+7#1{fmk{^ zrhZg5Dd%IM;(;BHBH^Z}yV~RCJ0W=*3O}3f8VPBYqN_j|!^>QZg&K2G1kX~h02d60n^aZt|Cn900wm2r61HS;?^zFWJ}C zX*oF%|7*@h;S)5E4!mAAjt!Djp_sAU`N*v(_jD+JUhz4}?D3c#&=stm%WfXo-6fxq zg?*ig6Ip~ACgv=C&iQuF)BmSvXBzt9&MMSb+g$N4R`1Nq4@Usu>G|l#UQC{$@xTt5 zbw*ew>2(PbouK>U3~t;_c(CYysui?Hai8SdvK2cKEPIn7Ci3B#bZ$yU>e%&p>cJBx zM5>!XMY8Q`F)y;RWILq%64#zxqLQ=E>se{*9CmYp8kT!do_8v;7?C-1k>LAsL5?~Y zrJ*4FR#M8FC+iKIN$<0TDWIlFj$M#>;JV)xsKLa@&6=EXC7dK`Bz=PD zP%cB1Np#Nn$0?@1Lh_{G_O4*ni*(Qn>6}IF{%eYMvIWm)?stP|=zfbbf_#DoKjc;M za15ip8&;C_>lDHf?kj)DFmQ2CaT@YS8<6re$j=Hs`lI*vB&$1w?8?8wTB`n2g#1fs zWcbr^;WLja$E@tvCrDdCJ6Y5Ha&W>hMo~S{puOFw2uNj=<@DIF{KtyqkWJe+qzzuu zZ$M_ML)_xY3i0z@+RCXZFKN223hdlAcAn<1cPS^nff znzaC6&v~QUJKpiUl~jJ7A=s{#>&WWlLG2I+cT<7=Y{l1#0KN5_QhP5_S2Dw7vAx*p zmszFeo(@nol_|AN!fom2o(_97$Cp`|BEoMGX)*lwcFX%eAgomG(hP;;fEDsh;W+qg zdYr9q5~q|pnRYhDjbbQ-G;Ypq#CRGPC1EE<>yF<~C3h>%0F_79e7Y&OB(L$M;BmV3 zrT%ex{KNjY{yanFK>Ho+^Z2P4cGwMNj^@{}TpGUT8T|Wlj+`B{spNYpxMBQM9&K1I zt)dRqvs$~{hx3`24F66K|A(oYwV;HJ3OB{{MKO^1)OJD;Z_F{USFJxM7a&w!fl zQWMFP^KvMrB=@DerYH5_vklOv9oQkb3GiRuZ-9HaaqP)eJw)eFwVxZis74QZx89Ze z+Wqbcy6rvAKjiPRjWv~u*&#WtRo%x&&p{r!g)u5&=!)OP{@Hcv5rVc~ew^>xqiZpa z2kmOtc(l9ah}mHpr^7zBl7hF_z)YVnt%qS3YGaj4oI+(MZ&^tf+Rh)8fXzT?kT$sA z;EVV!aN&rs<474Cua00M)bz?o}cD{WDWc!KswG2`tj8!?btB z`!m3!mCt~5;5I!_Jny<+94I|r2d~F%91hUjYwP*{rPyI~-WmT8G$?oF=4}A2+NpPL zMk%U`BA~d~w*XHDXsupGoogY3_vlUVIA-rs6vwB=%7QxT=0U zB(uCIJZeTh{pCM= zuqvdS`XFt1wYq2%whn2$<)c`NJ6+c_TWqk8sbWio?l)EZoyz|{aMi#QM zrwMH3(P61aP2AZqQ(!~*rlvZ^S#2yCj%#A{Jo>1q&lr7-bLM9&8UiaX_3|URc6m@~ zb~&ftvG2KnfOcMXVC650pKmjA)1d{0d4AVs4=TJa=cT*KV%+mUm}p)qrB(*K5qBmo z@bInwf2EZ@|4Rl&CQ0l4>{a2B7IxLIo7iD-4~V^m+A8lpWruQ(1lVrRm#v@Y1BoM(zGN`>ugvY;M&um!@9*oU?`4VG+xI z1<9tTsK4Q?t$vZ`>zKVVO2VU;BE_=Joja=eDA5lD^k?vt<3)n_3<*j`?AQ|K<`d zt1#a03H$Kp!}sS1JMBn^p_>{}H6m?NJ(h zKg=il!l}X<*IvsFv;k^B0KD_5(evS>#(yK(0;<(4yqbXhs>;2|9OpqV?T^oZ!LuSY zp72BUKZH{#j^#IPIDU5BnQ$seoDq5M!ZCDL7TXlev_*f3`t3(ZPJs+M_e=w7Ja10d zqgg7$=4uOBg^~Mgo%_aBq02(o033JCa)Es;;o(|O{CfPV;;Cr#?()npjuXa%;Ck;c z4&D@B zQQrTp1NmFL`z%KwCLMM`Eice@|1SqSjDEQQj@H9urkMeBZ!zMDJ?u#@6WkwI0fq|n zFrmgbyPU~9YCWY49CM2D=bcSMi-GY@|I~U<4J-R!Jv#6m@l?wHildfnb~F7?1b|^I zm`2YDaP6LpI#1)kr5+|VWDa0Xs4as#)ztl?uFfCy4Qqia%CUd38Z`_8y}%f`@WC(t zHD#yT0PelR80s%kW9&}CUEt%sCDezm{U?WjIrC1`90h(V;0#@>{Rm9!cwkz4v5%z$ z$S;6_%xeD)d+FQ0&gasr(i-;>@l;aFiAC<-=&K@eTuZiAepLxb6B~uSUv8-AJX4*j`49{^^)?)9U|dI?8geg zz@7rwPDRsii*JeJfe&E(3toCvlCcB$%XbxYIaKF8`XF7GP!a?AO?$ND=IGd~1}W++ z!BUS}$|~okYCr`+E#TebTb|jiNxQsX?j*kr36abZ{g zx^1Wtf6;bw1UNcJ;=kRxFFct&9|2R2+zbu|R*|3OFS4I*+wMfY9iGr-W1ay!5~}I^ z_q`|Jhz1}jsso43n~nQS|-1P7P? zuQHkFW2O3&kEq^eQxFYzcs;P`zr3zELahc44)^mMNBqOpJHv2fxjFrxP4N~lOUKke z1>swOpa53%4bSZo_;vRx@Id+%HZ@q+_&dJxn5SAN}dS1 z5`=-$kS4^M{2n`7{vqU*fzRue`4^r6 zrTr6$gHO6rm;>?XaDEv|cu7e72Qv4Os`GdDy1Gv+Niwf0k>=3*al*WK0FTe|%d`}M z_k!p5_K`zErr-tfmupk|ywsqS6ITB_VRZ-Afox>h;p zk&+Lia#%~#&m@P^=gleB zjcN$;=FQn%Xd1=1W?lPxj+KG`;QqqAsWykmknF%5V!ibrPR0wZBo%{|0t*5A3P+<% zPq*L6YhiSCIN{BXd4AbG1H_ZjH@7uHqx>cVoj`nt$=wKEjPzG?uNuF)uc{C?H%4&3 zsZe03YUUBB(`T0x03wS)6WFbkSwn_C1|ub!WpSg(`a3%UUgDMF~?rsNr@O z{5NW`W41b}k({+$k0D!Eu5)t>!Mr;XSH+RMzYk=EiDVl^3Ep_~VQ=cfHj;@SD?ery zbTA+N!FO9XS#xcpxQ!`XI{X>|Eiy5#R82=Ftt)f9A+&_2K&fuAWL#)_hm#Pt%8bp% zT@q-Z1$c=~n#BAO)7t{R?+|;ra1C%CJ{Pu+8@Fk#xK`$^@VoKN2;5hyEAJ|e{e99R zt70;I3FnJo5ml%5JF9lt_mu6n|(`frJT#r5zEKI z-0XuFImDlLJ?M~)6xZZ>Y~+t7I;H0Fv3?rdZvr?Ph@@WwC~y5n|6R`Mi6uE zftqrM9xtsgPkK`M;qS*UVa$){{e4rMG8Fx9^Mz*kv7?%i{(!0EU?2G(;MgO&6rzU$ z6?Ysbz-VxRzYmnYR~rHL3JPUUr8~?7Y4Mg=eWyE)z+)7ERmc}i^`G#f%Lm7T&lB~x z(s}%eB3l!I_52M!AQcwjk9c_(2_W(7X&~7^)PFkp$o`qZi?AiJ{G|sd57hxak_`W| zJ0Oj60g(_8HAxF$xchQKu^^kUaEk#rW>VfyQmzo_POa?7Z2^tN z#!V4?X-<59`=$cVCQ_05F6lo#2<7$VlP1^!V4R0S54A&zQANxB86uk#U7mISA;5#c zide+~;N6}0{_XZ&>JiBe+y`_Y+M8T#Pddlz43Je@$*LI zqS8?u_XagCKyI;G0dG4=_b9$!2uMVmtOpG_TDhs=vjA`v`1xeU8GPRJa%11Ml@upU zcH*@M2YhHYWD|fjhxEUTD8?&k!KFMt*Y2M4LPcx~BluI1xT5JAvQ#J~H(}m6LP{Gd+*wWoZJ91!re4A~9P&S-0O14lkBTI&_; zYpm|Q;yWSPxveYIOnB#K)A_2Gv&P6o5{P_>(;OU4O6t@I|@R(V#Oq_vT{z~^$N z6L)UE<*VR*5wx38ld;+AZJwX<^R%3*eGzj+-~m+Bp2Ky8zL;(H^n6k$ku^fCntfYg z5yt3yAVH~UUnJiY#AAh}rYJ~mkDVb2qC^7~gaVtO+5xndf#ZtU}^s?gRluZ&K+LcVp1bf*{@+2$e zG9cRFtpPM7SVcTGQ7lyc8VV4GI%6#b8N4Ea#?A{>)l4?De+c>xr3044_+t;`JzHj9 zM9C6O6hv$xmz-Qd)4A2y!CNp;XERY4_zRe6N1iG}&vF~FQ{#L5J?d4BuJ*{3An%_~ z&n5V}#kwUV{#d?cBQ+!0CxV5dWs~%x5|lYyL?>IxbTRMS4`sMypm>@=0>$XRoY5vk zCGtNh$h!7P-BQQISauV>tqGrG$vbs0#@-^XRULSb@YkYiTwZf|um*A2*xj^?1???V zrEwfYdu3zaiy#`LHtk@!`tXQKkjn{C5g96DnBx?CfV%sXZA9}q20vyCDRZD z?`()D5bbUoxPL>VGAOO8n-ip6;FYG*oG z;ok3BY1sI-IDc^RBNdN2AwgP}tbK5MAy0}rAtBKH3~wXsCO_gKG-+x`VExFF10i^R z{77eqIM*~W^ZV7bf`Y_b2)BX^2O&?2h6FNsIis8+0=6QmBiLKGSDB>v41e{^Km%?i`{V;;C+1Vn`Jc`+9(bqKxgadiQ$L zZy9)f26|_c#Shn?b}6~9gD*|BO^V{4qSpkYU0xkE47V2s7Cwh2b}_pF_z zNO)DWk+-S#yqDfY$#`7~qwW~D>aGGb;&2=jTguCwmq6x&mNd?Jyl1E4IC&zDU!RjJ z{;F4Sy5$Mwp*xrpK9e%V?P%%sKUFeNf81Z_2Iy6NW)*Tq)I0srulBk*ei5&R-%i?- zKob7CTh*-EA3OV{=ywpnBX91(y#RE&8-@yeEro7 zZt`)|84!i@+S=QBT z^Jlvvb%Q#*;$tBQnK)F$sGAZE*<_lx()aF9eXT_6+|J#1&QLMD6Wf?ZwQ>syS*tYvlhok5`J> zKOIZFm7%lS(a1kx#rv9lmk$K>;h`Ba@?+S9#hb!YdX1+QV4{MPZ=RsIzebZAYfs#i)e;Gk$Cbc zUYG?P0esaZr1$Q6gm#pE6-K3J+989A@3z{D+o#FnzfiZE5niyWZ9Xj;$~vT7`hg3L zS_^7rONO)L+>D<{~J$Ga2 zxFhv83?MRV&xuU1l-5nrYbgBtU9F>8cn6+F=t^`V6ko~Uq9*UhVg00as*O`&RMW(% zm+xB{TDkkgy5VM!4}hj9MmvXD-1ya;OG!_u?9W?Uog^vd#GE1wJ(a%>Mns+&>mOIR zYiTZuC+rRljG>W#CkJ8_%7@!LiFiLeuu>;?YO3W=`qhsfFX9bbU}MQLC3E>vAh~Yx zgdS~?DNy(RBETHRPjjq7O8)+x%+k}_J6+?`=W=50pSA&T&w;L}C8S-b;%TXhg7I$3 z$%(@OoOq_0CqRj-!IKo=Re*i)3sO7Z{ck5PLeh%q&z?@&>DMnZ*h(kJwv_6iaOt%MASTO&awJ z(N?k-d9&bRi;Ms!Bvj|>xH!IV8TR0F0{L`=SgQ1w9Y>y@)T9V2`%*=ow#u!&7}MzV zZ?y@Yv-W;=*g{EIUwW*_Tdof234T5Sie}?qOM4Gc!$j)DgoYu-r>*Xv*a#1@GiwwM zmLlE3#4KQ;-p&StX2O}KO6^bv)%}e=ni__^IwP%dIivz;2}7S~tRF?eCTd%Tl08GX z`~Y>xVtd8q1Cv_UwX*BMk78}o@BPS*vuSiz7HGAf!g|@=f@IngdsZvOFDiIZUD8%t zz}<=3#jb9-pz+pjuFg}lO`CRG=Y~GJ(#2{U_JKS+1rm8k&_y7(>Q2*?ZqzaAfH;19 z*0bQx44#9ZL=Qg{U}+62L$aUpy#z^An^)y7(g&S4F3*XK@9AMozaNCRH0a2r3FmN! z50wpb{by2cYJS5w77>$$ziGve{T~1-LDjx05%Bj>Ew!3eBm2uj)Ei54j}*1oH-IiJ z*nOt(BC+3Pzk}s61pduJ&q!Z>ml$B?Zk{BogZ&F&ovWx6ILC5UTTzE zR~^yJQXfj{?K}mkUEI72B8d=l>q~j?_gaC#iq_&@IXgJ0y5_L;vB_eQc&>t926%!G zo@*HqPj*vP{{Z0^)m5-!2fatMigslvwq)j(v|B*c6>?$6Jt{ZRuh1OBk6JyfZdbEq z8Y$C4@Gue(4M(_}c*Opz)ANpc9_-MuJu+P;^T~O6a58-> zvYlwRWO3G|C`Gn%-c+Rj0IF}wo-Jo8U&(EwsjmM3`z1kLy1l>5GC^UHS(njHqI+9; ze$W8PDgg$%F7IQ{RaNY9`6uS+1ubu;iFrM;ymmNTV3V3}{3Cjv0rER_t$m!k3){n* z#u4axbnjl7;M)sXd_5D*ZyU2VGFRHT)8UOr%OlDKuuesKAB8R6+r#k3D8niKl{F&c zxt!`LM)4#zI$PcSnXF^nK_Kj^+Rlll$E94zmXRx}aCX;0kljf2&1Y+B4wF7kLtuWj zgOPT8gZRZd|WDWp3Ij)`uj5}v5^Bt& zBCDPcIUshgMhxYW8%tYO9ue0yJ8^MsY8of|na@hmkKwaX%X&;k9ot95Q2?rEwYNoCg`L z&-g>NvB|TW{`sXo5!IC$vNCmuQ8(jeRlV7kP9Wup?475(Yhu zc*dh*(0Fz`vkLjHyvTa5(zU1WXlEzNa>qi2dg=(n*9NSogv;7B)ORZJuT#x5Nh0tc zwP|TrlRb^)zWnewtE&eEa%s&;oVC@2md%ea5mj3%dgi(-%Nwhx)Y@B3F;RoHaw>!P zYh6750A<_}{^6|R-L7dSuVXK*Eq0n8!@2bv2D{X+TES4`Yk)tUX@A1D(LovUGJB27 zR-0&tD5K73uTF#EO`M=iy2Csq6S+XCSK*I`g8bei+n-&uqT2~nidQ_cmc2%Ah1yeD zTu))D$#(FeZHfV`X83KaJR|Jdb1NQl;Ed3lZouTNbBCh3X+9qKrZCO@oW)a;R2prc z!~Xyi-^J#^rk%LtkZHT1O*5LJx|8td#YzrzsdL?xNvz3yH>lcQt)1PxkjnVltT0Uj zO*1Bp*J%F$4s~=H@>kn-MKOLJYVrfN**6bDXbYo`%^Bjg&Wy{bwVOqYlsj?nT@mIz$I?<3R5)kGI~q?h4MK`6(HmT85*aX4u&vMd zKrV}OC?8r*Ndi|m>MO850=OM#6&v^-WgCsg0P9CM>~eH=uKGWRB51>{=ouc=ABK!a z{Dc&JNT$qK%{%=-WrAs$cMhN>?jC2A4P-ttM-#{{Vy{Zi4IiRFQZm zE4Eqofz^#1hKIxYq?(s_HM^e6NGgdr=ErQMUBAU>kI94S4QE}LYj@2lQanbYiraXHW zcR!6QfE+I7RMmhj%HZHgT zjyS8+LZ4$3GpHlBYh9U2)-iSYyvrzn2j+a#ai9bbVO6zTsF@>B<0{!Wsx7NBs94tr z*14-wb2g_@K-+DKjkx~+3B_=N!QS#$ll@-vir0IoYg1%k4m;x7~?13HRYsaH>efqJ{7qa8Z025P?25KwK(UYb6L_E!(7`g2>a<= zyzqig7{_Y#SP5Z}GHWAO(9(4?LGsJpdm75M4Q`F-VlAUQ_U70gg0iK7l$=*nJSAD9 zkxEEEz1FgBVgo-daowk8cIhRdiV?}iD($tdPbQ^HZQV%%w{)!v;`xTvDG=)3wQ4e! z#%-wXL1SYr)T<0iPpR~)ekx|Q)9uVeAG0tGk8{m+QCUT&+iZn##tE)d#TacaTyygR zYo-*Mj;Ae3$;(1F)vWK5IYf%F`Cu{u-@Q?lG}$oAz|T`$%yM~5Bmug=cRlNhtu~#_;Wc8Gq$3xMu`kL1t6Dy^`h0;UV$c(V>?-v0X|Ma)5Enc)?l|pP z_mM2AAK9TETJ;NAsohzfRHw@Bnc8W$DK4rej~gWERlX=8Iz7Ab!*;Ac58X|t>QF^6 zA~#{du7~1a58>$9e&}FF=UdQ9Bw}iNO;0Dt-->M?#h+>hE2!aNOF_jpfg~*yl$qj- z4$PW3x46l|_pO_2JuIm6WgymVy5(|e*aOm~pf@aSG<0q8+yMQ9bDGSK3&^kKmegAe zzZ;V|sM8p!;UB(_{pwZ%dGu{cLFY?vZsotam7d-myLaN<(T}O(y*2(zc+dMHs?9EY zQf|XM+D!)XDZ)rVJ%%bo@a5Lrw5UF!yA_pJ#3Vd>zFnfD*WI@+6KLs*R|Awj9Jp?i zNBLFzUjgekF?sMPctO$7~7$%iSW-*11#Lv zrub~K=rEqVnx0#!fd2qksJXxy>r&*$6q)4{{5QXht{bff;ijwAK<2$^)t&6i{p{tb zZ)JE$!{9f1cVn_VpZ*nwt&qEiBQ=*dgRbr7c%8=NI5q6{FD&;vy!K=R1XrB+pHw!U zBfGaKd2SEoLTpw?GM*Q?mG(wKYP|=;y;?>L#X|ZT)6gHx)Zs6lTD<~UrHbNDkQkSe z#+}JL#$Sf|p5d|6@~BV4?M%vJSrc|S;=MW@K;B8V5TvQ(16GFQ4&gHS=qYmzBgy{& z;azJ$U>MFlsu_F>tH9zmK+MC8SFFjYM33dZ#gP912|SvX(TulD@}|NE%SSl*PbXi8 z`q3a52pG=>rjOy?s7B_6@%67yy1r|8neG)LOz_Ou%}uA?8^%Y7BSKCKDbF->1&=6C z0be=C+2#7~7^gSG%k?~bx$JA!pLB3#RJI$T?^*X6q)bZH}29S5x^ z{2@BBf?P%b>Bm~>2A!#Y!a^DMv}++gY3OUAyLcMvH#bnDMz|}#t!8ZPW6i(e5Y&t9 zLl{2wTK@n+ywe?4;18RgE49|`Zyx^uFe5U)F|)N&@jOo)c4;Pe2*5e|R&!>lXmgPt zEdq*=N&x9XZQ2GqQ;%P}T<>#hXnSd{cg3nsn62pIx)WG_C>hd!;9|Wg{3n%5;y9AI zA5mHNzqq@$kw7GRjMk7Kj1ij6)p8}bAe?UKD}o;p>eETROEYRS70Rr5$4!Eg3-|Mt z+vOPOqZLw2slm$g{8ZeW=WFfhyR~oB?NFxCuO_BCVpE^`XleG^#FAZF#(|ItM?1RK zJM)2)kxsO4^y_jnfgq;0B2+2zHji)$3{jRDI{`nHb6zT3=)v)YSIHlRbg>iUL!R-E zyWxR@A zg=1*=HK*YR#=m37T#wSFqp9ly)%p*{kN{-?fI0T50Lj6nRZ%jInLTQfIAnP4xd0Gq z*kSU_aJcub5CB)6dEnQh>T);suBUAsh@ULPu^lVUT|kw980VGruSS=`aZP*2s(dL` zYYWqbEE#zt>s|EhsT6>q`=^{&o_r>A<=;ox5y#gpesw_eb)rryD?s zHspHAwYFJT7V#YVpfyE|*C`@L1+qk{a^6~lT9R;c$r!bX2J4i3;y1Xl^v zw;SOZq#AVG%Oecd$(fip z>2xfvA!!K*?w!@8;n30Ouq!rOCnTDyc^8)x4CgfMCvxfNbJ36Uq~4>tv2RzlySOp^ zo?k6NMGYoa;kt9_mw;mWCP-kj4RJ2MPJ=Of4VrHPV7I4{<-E}@srk-^+E*0OcGONQ63 z%ur0|cv8Iq#dcOUpYbh)Wf^}hbM>v@(lV%=k1z3>7K#Nd%elsIdBseg9<_r_S>cl6 zMZnJKivEVLd_l7*saUwkKmcMp^H0?-C5uT}C5dvoe6r%YBBLXn-Vr$MKIyGBCt_qV zWP$^bYjgWYPLTfqs=E65tZNzL9&nYFR6BF&UHz_~r^Df?CJ;sD zb~EXB4e=t=QwI=++k^PmU#*kXg0>eT03P z(0wyr<85rIZ3>;u@&i+tE6k$Ou6m_pZ*8y!( z3}^tvJRxnWTFG+v4KWA( zM1Onrsr-+#c(%ediR0SALcdYcy_m_}A15Vea!}^&1PJ={=tFY0gf~EtKuaq9#2&j;?-K8Nur8Db{FhZ{M_t6 z%Dj=f5$|5HaT*I*uz!I604nlnIA$6CD(S+#4obviWL0+`DH-ciZXUH841##CLMY>t zJ!`_ZGB1X#_PHAq0|%{Z{kGwG6G*-rzNQEQ&+gTj#6cl zrg>wE(a}6&_Ii9s^V{wN?-&Jh_aprpLy?>uS3e4?MmPnriuAJhDvwjl&0?u5MD{*$3J;EQ}R~+;D4`5|e-hXj^0LHs>8A2D6wU7ZEr{yR8VX3rV0r+;({yW=fClkQgQe5J?eL6;acuO4RNG6?UCdQaV*|==eRwtF9w4`pe+$}7B#&%E?sw^3Saqq*S7VMX$3b03 z!`&v|Sk$jAu6Jx@U%GH>lVghRJ`%BC5zaG@lz&?6#3jmMMf=A?d0`HP4BCF4HWrf` z++>QVsi|4rK<{=PR#j3q_04Jco!H+>-Nd=gQ@dpi4rC>a$aaqWSDvM0bU5l-_=SkP zH4`rdO(^R0Ee>Q59Dl(%LJU`>scNZx3#(O^4wi0XA`=yBb;`v{{Ro5KMp6y2g#Eo*R6A2 z5ua{_u*JBU*ar0GiAu!A3Q;w@4ypaU;uw^Z3K9{0xUFq++3$QoEJp5VBaR?INeKQQ zYRT|HfA~y1LNGE(BlN9(S$BA*>2rbQFFvPjOl0n9DEp%{6q?UjlHA=%G)(|+nag#n z`o#BEx&@?G6L}I#FjCmhtx?g{V(|vW7|a7X^{c)n%z8GQ!1TCZ>rbCiMmiV`ajjWT zZ#24*ks45iK*xMme~ltW@y3@lgybsY-nDfBwe7b*%w|#}?0KyJ02>XyFwxkI5=S1K zQk0w6s&TgEj}TkE=C;u^^2Qb&*heFpW{qtnpNJxeTuCB4WSqG@s?M}Y@jeS|CJ(() zX?PwageV|vZoT-Xr0r%WA9&)X!T5es?D`P$@e%FDe6?BgwbGYO=9NUO(c=|Dn{ogoEo9wZ7#z1Rn?`t zw@3c~Nh`URIN(;6k&o@$t$>9Pt~1==)qe}C7u7b97~LMfK~XJPwIq@{C-C-^fkA@X zo(5nQ%4@ntm2Typ)-a0SHpL5Fbl+<8A>AxR0}PBB%hYV+ztn}iqjEd*wz1k;ofcfD zEKh`iWI9u~Je~gl{c3@~;SC1|NtYk>(Ek91dOSW0(O{XM$!70{#wts%3TU@+ZTlKW z?t_}^Q;m*i9Zm;JpF~|o6w)l(9mfxs&2|i`TxCJ;oK{88hU|1*UfkKFzcD$^D`1{R zdgB$GtixfZB>w9DRa*WuT{?EyyeP*W^>p^Cx{$`3KhS?VkiF4oMTuV3GO5$PD^;y+ z!ClKAze>ljgf*IBit&oDE!A>Ml21z7DCLx$$hCOmj@n@wpvdEji%5wivx{^{at?9@ z7tt8(r6saR;+tc|j5~b|OWbL@8f|B2a13ZYz!itDtZ8E=#6=l6AXbhEKX}$phz>N? z{AtH+i2@2Pr{z|^17)T0$^i`ORj852cI|kR)kW-wrV7Zxvna% z%c|JV+um$xC9D@#@ox8qIJxG;EL1KUO7I@Bad&-%|i|sTpsQ-S*bRSZK*R^ zIQe{q&(^W-(L}f_j2sbNxi-FjaV~vwF6F3NNlU zi~v8SR2V0b&{e+;pY-d$!}(TK{sw7FbEGGZriiijn19}*IRcU+{*@Qjyy|G}sqmho z2NrOT_C+ZTRnqQm~+{#13Yd5xC4yyS;^U!mWFqV+%Asepg6#;5EaH5z{kCIJ~f;}q7`HFu>eRgp*?skkmRte{;Z@%D z=25iD+kUkW^rwXtRt{nyndIc3b57gGH7?&uX(*%y;i*{)>_E5_j0dGmM`KJPorcJ< z&PQ`y_krQ_beS>tmCk=U;YZ*0uKxhx!){BsK<}J>HKiTQ>MahYEUN+26{4eZm-@HG0`JweqcFNNB)3^)<1c4C(XR`H|kJVbw|Is!5P4C`U zOcB!uii1$mCeq}K%?r7kjwy2mj+WqmqQ!&!BB(xlfEbiG1%g7_8A&Ue9?F`#PVa`r^RGuOr zX<+nF)fKB^;&pG8x8woenuo?RGH6U!`~LvasSzi1T=3k({t@`(Pn+i;kH(0jCT8Cb z<=v2X=O2Ys@T(vAMIiaGT25;1nN*VDK_KoNp8V7^NbG3bXV16yZfYG{9!z6z@n92D z++nV5^Zn|BS;&SSH-O`()|^Rfp1^I4lB%R0gS~k-i~v3^yaS(~^66f+Xv)gi;=Gf_ z1xJi;0dPKl@Tvq&;q;Mp2nbL>ZgOkTuRz-`V0w!4{SR;3AuXT0E79)aW{ypulEVNF zw25YJl6=VB+Axf#A1KB}Y1;r9xaU3jsya=*#k_7NNdRNU>d}Q+T#kTpao(k(;&K{{ zRV;bKbgpRVz6h^zTZ=8NMuNmrGeD zUCJ99bMIEXKMYXm@cAf0$T#CT!K(f#5iXDB$f)64rZ}rUA9Z~$)s*0}50rJLgxR8s zO62lEu1{Br(ti`Bte}}B0IO%Eb*Mjfat9~1a=N2JzALv#o&7_^K|F`r8GP0_ zgNpKt>n%_1*8}X+KIw8FCjz}GH8}1i5XM1re(38`-rcplNVp_0=958o%C^Cl(iJBR z5MMjwvkx=Azj)_dmPru>sgxG?$T~OhHKNG!g)0Gk-&m6(x~c8(S4p>ppe!LdzH1wNCmFp2)HH0%wCgjcn`c=OQ=l&8K7TwX0AB9J+ zpo&3aV66N-Nk>AwmXdDrR( zr}D2!$IsLFPx7xY_*BRHLhW(Xe@gWq;`|Ttt~$C*=wAusJ|hxMZzwT*k;#DBsC*RQ zc!>^iz!^1r#V*m=OpHKZHx$gB&#ryPC?_Xao!oao*xt6Sf~28B#~Xly$;U`+^2jF1zgv?ViO?HuAlop1X2#+ zk}=w=_|AW_YubJ0Kjo8Ue=5uHCFIhm2H1LeUSpGxF>6iM*gF7KE-k?mP2;{8U?Q82jP80=b3He+`?`-v9a z1k4El^a885h^&NyJW3h3-0(?5>`KR4pzGh)EZ{ASklkZgYWTQ*%uoB2v zf)7eyyosk($-x~lS-Py^8Mu-)K7~0yja7jjbLR-$usuYWs(S+5b7}_CYo$oTHu0W0 z#Wd^4j1;tC++ZngYK7}OdbQB!w;A@YKDD@E;+X=LIC4tJcYa=#(HJKSoU*Fa>~)?y zo6onjI32Poo%6vKgm*;lN`OJm0ml^&iRXDDw=PEn6#}Z?>a$Cyh_)`m2IGqCqe{m$ zTB)NInc6f}T;YNC9M_^w>2cu3QiKHR*v4yxvN($1<8S~In&_@IYdL%(u%*t~k4VKT z(QiS}lH8x+^s%B3h>f3FprLuOJ6w<89pKvv#7c8ziQS1+fVw(!i4I~GU(09Tso zCB;%1?7N|;T zl4H}Fh8v~Ka4Mg;4u1-z8gON&5;~tf_;t!VTNg}b!1J2=I zW+_@{ejVO7A)IZIG1Qv1xJP@EK+5&aRk=CZRD+X@)$i0#vXoyx?dIOliaSvutk;*Q;o< zrMHJH<#0|T9V?$O_)*oB>o;=x5A^3d2*CT#3A z%`tZEEL4+Pv9R)^J$^<0RpnPnO2@BzkjWFt41)sq!O=8tW=Nh2`d*EL`JUL;H^vtVPbbGDCP4+*uQCy8vKx6<8Xg56jGNl7wmH&5`6 zpL?R)PNw8Y<0ou+rs@|^Tt@A&!xTToS^gN-Z#T3LcIb#cLAw>{W%q5koEfZIic&V8 z!a8lTysp=5p$-9yp{`Fxj@n-k#RQ7RBFqTyT_&-r-a%>d-V#{zmd!y;%7L~ce62Dr;wDBC1-djTIF(LW5 zq@p;sdOI(hVsb~!mE@Ydl1pM&$w3@);4yA`*R8^LS%65vPQtviUmx)!M43HQe_G-*f_Sn(eRfoV30pxA90-xSiR7j5h4mC6>~7S*;`u zi4dIqD?`Sx{{Y0hQDsa34h4CxopCHzP)8dTR*-HPt^|`t)g;uFk5TxM7nk5rJ$$qJ z*9)cit~srRoz!U@al_@S2Ijp7;#tptV?FjqUJ}FZoK;0GYZF=79^v6_ukilmRPp6L zKU(uWAH+|kBiNXfz|*rclgQ@1AHknL!`aT<6^V!QuNS)q&7YpKHy@2TuX@Bo;5|>k z7g61KyIZ+~I~fTW{3~n3GZ=hBF$h~RgYt~yisSwewl!J zf5ICP2Lw*IBk`eb4@j8vJW@px#_Hi_Q@cF%s(%m|CyBIH2m8HilhSS{8kMYGVJOlm zBQ?`}MkMRnF&G%zP2B}2%#9BcO$<8mdxOD)fVABvRhz^%(klYKTVvabrQ+oCb#wv1 zCND~>;W!#SYnjWPr;ko3zJ+x$-9h-8Ph&a$wa{xfme&3vz4Mz4akugn&qMQkM(2_z zKh~Y&P!Ec3GJP@m3Q^oD=#HyKb(dJ4MR3dHFY+}nfumV(H6T|xxxwwT8zm z_bKXlHcy`Q9hOC$L(-q9pY%o)mfTuLQ6a5~8nS#vkLX0?Ou5OjT;rL4r9Raon(!>0HrFLpsoz6l2`(AtN0j`a z_NOd>>Q5pcmpo>xU0_Vh7~^>uK9uyqoMVg*D?3=zsjT{g5w~K7_04nlMVjND=QXx% zQ~Nkv7WwyLuX!v6W_TYUhEJyIoDQD!+1XR!JuNUTqW=JJe=1DzNI&D=EPrr+Dr(oFa4^jW zfkc`DYj&VfNtTD+mU@T*C{3>~F%e|53zC6?f z+N5@has*_S$%DmDsa?J9sXXV9?r?px#X>SiJ?p-bv`$&OvLsQCl_*~Hh`gGV z4l6=N06i(dQh`pz05cTHA`&k=5#FTlM_!bGtcFB=t;qGMao(iHD|_6|%<;bz_;nX`-K=|LPDmZ=9>U|y zPjSX8)-}s$VYHfgN6M;lJ!{9TAkE~=cLXeO0qILY4b}Ic5va?#;~urSrTja4>qMF6 zB1sn{dRAGrU+vpH%+97zFim?!gh3-vtF=I-ahyJxrt3Zwbx9E1*n`eFDl4Q$j{YYq za;$`adX78SMnJ#^oQ{NNHB{Kc33C)d8NtpwRbJ>;)bPvb{JZ;vAaNn-RT&kytxaMh z7PWU7?IHeko7|CH(nir`M?#qjDoA5Ea4a=z8G;=xWzY&;~XBe0huMDkC+X>RacD_mDKT`nXP`3GXDS$D|1WmBI`Oy)F8W1 z%l`l@@lw(&nWG0!Wm_Av?URv#pK80JZu<;}?`~t%^sLPJ0(b}n?!hD4wDf>Qgo+M6 zYQ|<$n>{kXG&((?jDeNsny;)xB)GLnK5eHU)Y@!6@hP(0*~k={meG4{_|mhntvBwI zD>P~H@L2WDbN()38r4|tJH`!kQN|qK zK_bZ?ZYuf(&A$t#+xxJ1V4v2ydttRm9Sw565s~G+k=v`s{cEeXU7+OgnnSq_sNFQ+ z{{Sk@@q4U#AI<&x-B{K(B}d+@9~Uagq8;ZSJth_(;ZA%dZ;TLSKhC!8(PffA*!g-^ zCxrr!2|_c#kmK{NmKattSbq?yWg-dAC%5-(QeOfiKrjaCE`QhCf4@`75=sW_@OY;Z zWF$xx0Rydg_l#g!d|`M<#v4D%y_5`K4wNm8Gu5dmOwEpPD7YI(?<$VN6_2mRWS$jG!FDkrd)CfDVB?{z zjdh+mVq^ri#>Oh5OK9ixEg}Tf6x!mUkT+y;yl~SJ#*Tq>amrw4p`(I)%=n9nxm@jYZuRI z^S;sQ(t4t?`IqphvUgOAyUGV?=~0Z9-Gf@ak4l?E$nJX6cnWF6(_8&p5$R11rH^jW zw!V*O#lPj4AEg?o2TQsGC--$zKz4r*TA%hntG7yC#^HJ8F~@r9rhM&H`^I?2qjd9- zj0V-n2DE%5DUV&V0e^_{ewC4YrCstcq0iT?Xn1RlUe)*XdM33xSHOF2ImzOqfAx`{ z_No19IWxI^jX0cA-0<&+OSi?>9^$!y*1I2xk%aL5^T@n~G-x*1V_Ts}bU0qoGF68jnjz( zDuM}i{zA5in=25|+&$nq9UCg43e?_CFrCwcT`F|=T-kCl1~@k;i$}QzeL%%|wf($t-Yj;vHxqCP zBn(%o+$Q^0jIRYY4tjBl<`0G1Xas+07zeWB^{b0Adzxu6pGQDZlWP3Hio~A6d%Fc| zcZoKW{;=0YEKL@kAlw+D<2dSTjfM?I_Qa`1ZL$#i4{X$>?-uqdX^sZB6n7HB>W}jn z&Oon362^5HL`6yz#~lT6mUm3{At=`FAee+xLJKRj1R(_ z*cRn`%VwKbyD?>IpnGx%3s{gb4A@pB$Y z%Y6Oo#jh(&_2{h(>m`_YF5W2>b|}I)>U!4T;uIc{kL6YGRw(p{;ecWlI6 z>#%3?u4ucnUY0XrP<2Qc4u+@Kxw3~J^Vw;Z;A8Jr)ag0B3~E-47NwsP;LM}GYY3?Tf}<4#-X*%#^%ROrb&O+< zdeo##>E67&bU7zxdN?YIaJmvtmN9|Q*2EfSqjP5+%vVeE4iui1j>1sKb}?5XiQ`p6 zb+t2&8>Mi;`{$~o?iMa=^%!9D9$@GO7-qR$Kr3oCz^UfCqh}JtL+U%d25XPk-^snV zVB9ZEcdaS^01(3#zuDQ){{X^KYo^&rX3-Xtu>;zD2zUopo?-WN8>+ znv+TATCwB)TCel3ZV33+uOqeBPIZ~jsI8p^+CK~4Iz$|g;bHAr8t2Qbzx)UJ*G`uf z*4k~$q>%zs?gr{{UqSx>E~0Q*DahgTxa5v^as_(sjKA?CvkW*f0zIq9U4!m@qd6_t z@~e<|i^VqDA-#t7KPel^Sjr9n_pGt%@JB{lB^fi-*X_SKc}TZ*y}ZZH$Hr4=Y;H;KdkL&JcC_RCAmi|*)2A}pE(ry4wd_)Nx#icARyMSc z`3C{h4OdSKRCJ;Kh*WlJyiXP5;(j)IxMz4H7sNmD?*ab+Y}Qfa)~>zHq-W91Wc5FV zaY*_s8&)BlVH@2|a}b}GJBVO$n(Cz=BXU0Ju1+(8LH_ZtV=3LE%g++BWW||)+{EM7 zlHBI+pGpURY9Zq9@ULd7Ngp#E%jA67?rL~{)tq)U26|M`jKqo5%U3A9vhX;iyq8i02;1F`!(rAK$Z#oRp&LS(-~+ z?Zt7n7Z|>TDBw0Sde={`%m$nrB)2*Ct~M!mTtMy$GPiDqsYgONwLP-LhO>{|E6a7e zq!6+eCQmmU_U64mOFQ)2bJr=&crLLsCyDQ&a>Y!U3!asfR_3jq&*6@Ah>dM`tS<^< z`w{{&IOJCSb5G(nkHS`*{{W(0@zMw9{sL>owW(A75hq5CUoL)g)K|4g3AVal??m6o z*Uh?}&BI>Y+ZR4sN`79|(T7@@RrpM{PM=O|tN3Qyd}kQ#wEqAq<(Tq*mC<+w%6PUC zy-J_uUDemPa?;%N&lnH*k?L6VHRSfV7k2pQBo*p@B_;enep|Zcyr$WQpAI_j6~P^g ztMMb)z9Nm^50m}K>%tE^LG`bA@%KLtv*{dF;VLrAp1G@s#6@?Z?Oq8v@Fl?i0H$a9 z*Na``T~F#IZ|7do;6a}S-4FH;@-^cZzw!BV{{UT^`O}}qDt`go{3PRCz5~1m@#I%` zsXE8vdH3WqTbyIpZE#-+eqDa-5zmr;n5~b9SC=+^CAVl_ZdVQT;;{Qh?pA@hp>F=) zgfZvJ8O>Puji2~K6nFE+59e6^7S%1a4-!U^ZzUoDi5=@-;vP?f2R$br)`z(_yiY9B zKjbTE{{USUx}S)gYq~ypV6`f+U|^T-Dr~xKEr%pI@@bdv+l>0 z+N1ET)N|{fy98lRU!^CFT_V0|sl(a6Zs^{3|+!w0;w^jz2A>7{=q8D_Bk`BIc7gy3-+;3~w2$gN~I)L_-#hY@lOmV-=*af(B1o z_F(R=a8Kefyg_y>G^d(D-yBrdj3ly!heElko-vFa8c39GJNi|t71?6~pY95mxl3Yv z`U>a#U3M*Wm1ZA!;<`nQ6V|yu9YkM9jZ_xfDbLdsL*fpH1qAI3i7aXvmA3$D{;#b~ ztVt1-7BLvW0<$^jD96i>=UwS&WZtAVQz4ExaCdo|xT`i87n#90LsaJgGD(l(z^Nmd zpq#dIk&n)}s_uF;HY;4SH0;>qwLTy9><p4BC!(qU07r~} zus@YFQs9V_{lWaHgEi=!40h~sP{_juoKH0yawakLL= z+}nm)^M4%Q{i9u5aDGSz2>RBP<91A$%#4Lm)4e$k4L2tTJ>Io{;0!*Nmq zDi=R4XcDLcnqW;!NQ@X}oG1Y?o+>pYNLHrl%|ibGEP;o50F_6!XyZI!pF>x)-5UE> zoW)}al0Z4dZV!i^Byah08TBOp0EHo>a&9s^S3%&}JiiiJ^Ni#l%CyJBUlK6?0FQXb z{0sj8ty-El!+#K2>Tq00kt(6d!*f*^Vq}j-Jy>U<;+jVQo|)-a{{XXYixRjLB8)R#+#)W9CgU8arU zHq!LSY})J1@`f@+PdX1~%KY#LKT2x?R|A7vV?@U$U&9oqLX4c54@ypGr3R0k{7(^2 z5ZsQLIjl7pVk_ty?}j=?p)6f>KpV}|rUgm`DHPWhDDG06)Nq&JQrwC|i>E-5;!e@v z?(Xhd+#P}hm!L_%>-+uwOYZje)@EmJ_L*nA<}|T)=D*RancS#s%m{IdKsv%r7pxim zTnM=^c?~~ucH`j`07C&#o3({&DFvmIy~mpW1u*B6YqIo@p@q3-)6FqfJZ_6uLU*&{ zY|by=w3a$e4{Ox~di3;j&eJUp5;6B)$3Jz5ZmY1lqqno)FHlX(+Cr(9_W zu;Lh%4#MnL3dW6+$A5dR$u_?p6FOu`{joib8P-e(1Y7@VUoFe(gtwl#`f0- zu6gmu9T#*y}&qogpbbS&!Yf0| zBSNiJ-H-*4XR_J+XwhzDN=8m!7!+?o&S<0H3zXt#{3PDhmwRlmoK{alQBa0Zu}Q$v zzA8`JnCLy^`e4<)R~?9n)whEz6}!QTXpJ5|5p~*-drE8ym0uIx)-zMru39{)a1H)k z40=rpy#wdP)iP!>Wa8v5YiJfNCH)w@CM^cCa+qF|_2)W$XIu2jnjVaMr0+PNZezEw zddwds&LdQu()i-zVicvH)x<-|$_1GG2|-w^ZqVzfr=!Nhnr1IXNsg+Hd8>Xb^jfjR zyJ>=0%6Q=ljVmf}*Md2-VtQ0fd}4R@~uG<3TMhG`Bl9 zl9r6jzs_l;a4{j9>Zj+9olFOKdqzP-*I%vq{I%u^&D-B5gj$0`V|`Uo9u|>0{q3g@ z->+${EX>e$AJ^Vt<6aT^PCWart}Eb(lS z?l$ICJ?muFoLufv;Zt1aUiHVN0#qY3FZ3A^Gb0MltxGpb^0Tn^hE6;5f}WP$eQ>F2 zhqd+W8Lgrsu9&qwes#&a!wg~q7qR`;0bR;ClBBb*X2(y(p8rL|(LXaS*>*$SBYt{fd7KO8AbaP1=m|xm_%Nw2pez69aCE+ZL_J-vi(VKH8is zF_A8LhSQ@$@y)uNa1COBoVW1=tIdnwK4Pq^esECqs_Zv46=ajQhhMDSDwPWa$Ga$Q zdK7x(@KR_Ez_Ic(&wW2jPLyOxjG|hhREwUV`EiZ8FD+@QXrh+t_b8t_jxItf!b?rL z?aj}-KGuK}gMc$*QENnaL?M!O982el>46dZT7)yOG?GYCOr>~92|Z$Fg9dNs{6YV# zu$>0YQ0q)E#>MnzBkP0Ybla<5A6fvWB(!z)^|DN-1BG}CHtsxk5QA6W1pmCrdM_N$ zKcaga_|`4;cxA9CjuR~pxwYyNI2Lc-VZn{dQs_*bg^`Q>Ht;>=bTWGNo(AWG!c+P? zwS;BwcBiFdibiKW&QH0m^2itHy}|_sudL%AfaCw)Yl}TH&!3(<-IDFA*DOnH$=yt4 zhAXnZU+TI0^*uc8*ET@+jz4TN9E<-Tk%|lQ;Jz%ES`A!15b-4)v9MG*v>B_#IQMxw zfbW2vEqG)QZ(;LF!a;mYm%DO#?URm7OeD`~NjOPx9mC|gS3B3bvw?r1j%Yer^9v>p zTv=b=)dm{e#l$l%=ktJA43D`&YmEUHk%6sszR#$*GQ1I(7dm5HqU<5bHtB8{teJR* zuI9O2ijd%~jo&HZ3x`CmXus@&yIEMZ!|BKOKkCMAwr6dvZHR~?a;%A+IvW}G$MAGA zpHwo*n7KTmy;sMCwRCq894xj6=V=>!4$w+a+h1&z$T;7+{h*E|M3kAj9(s+&_aScg zyNbG~sJQOTeh?8h?Wwdb*04zwj`kl%m?7>)ptZsJY+&Cv(5e_qHKczVSLo2anDOLX z1pG~vBhxn9KO|>>%-OP9gz@*l&+P)cnygiN%dW$Z?Jl^rNd=1Siv+TvOb$<}pTqUe3W^ypS&G=T|zF zuePrrC95oGEz_5ALa0YS`|X|rw#vh+*K;0hV!HZCz+}{5j*`8^)MYI-c_>MAr7Whe zt)c9ITUp3jVIVY4TWq%a{kpgH)pWX^RyXB!5ogq>$d6PMz(t_$HlC0qrYJlY6dZYiXY7A151)RKFIm7N zfIS`bhzr!j?D`S20sV(T6tc5lq9mi#X+akFetq=@btIq*6H&T5Y#+<i!*CbQ|c)gz}pL+k}J?Vc#M|3!N(Gk94>xtQITPgUG>hGvpA1aS8V zzY6ZK>uNp~sUGdmH8o8!^;h$^+@6gb9jAf|dqyp;G;vPW{Q4$}d$nyIdYxYw-@Xzx znpPwPA4C)%8GVJfA3Y+BP|8(-`pl56r+WujOW9<%Sd$<5ib;BCCJ}l%`s}Ne91-wz z9SWhH)t5SnGw$1Uhb6JPetv0uUKBX1FeInB+ldX+E7UVPE^-K+VgQI%( zjCIqNY^pq}0dz`kvNo0s9<87oHdplqki~Qqu1LH;OXVnky$FG13sb7XnqgJmLCtRtabpit*!ftH@kXQn7|uSnK_dJ~ax9KeJAd!a=xBB;!Cg zU6c(cN`L-dW5J~Lk4dzqhDa?I=HH;e7JJU_L|3-!J)SBrC;O?D&?%_qI~O4+8%brm8>SoQNwLov}{yV zqT@V@;Y5d*TmmmKud$$Om-TM_Q&;`bHiwQ9jrCVLg4}06#rumb-AKNOZy#%T;Hr## zy3X;NNTNmS#h(I>EI(relzpz8QRGthE<4ePN0vXgckZ`ct$ai5MouBUe|`uj zn^Hh(Ot2+KzRc+s=B;q(XQlygTaP*NAE6n|LZlnT^Kp$?Ufaa^D!Ad;ooVLCRUb9E z??(1!);$CAIi`>HRi)mpw3hhjH?>Kvpyz6~H75WE>uBK}@YO2C^-EzfPPK%^KEXdf z0zS}|50}?3DfFN{SqL0}>$ULuY`*dB3W;aDoj+c`%v5dWj@PAFS2+$4oH>wo< zO_3p*!ERkVqE-ct4*>5xHc89)rz|mx&N5xeNJjptxi{;)X=GR#WlascXS`XUrwfk% z=PWNz*(@7j-4B8ZVHM%uX^!d~9L>36q5!(O{1=S@-eJh*pnYARry^d4 zPsE-gSqZ6E^Z85Hr|SENx8M)OP4!(ya?aDWS1TC@=##?df}lBxh)nq0Re6fUGz1=9 z{yKP5dH~}AiRpeeU$jOb2G^Se)wNI%MJDYe0vK6<*D4Y%H;HXA0;ZTf%zrpLn)ZAO z!_UYdt)Wa#C-w!)ZJFSKqo%@r&zuhKDN%zG&hir0N^HGg8K>Hf3vFY%3_n`t%I`;H zV(_NZH!FGiOtxz+lp#8N^LP<*F7 zIyIFm;(yV&HPKj&D<9r6co}hBe1h@%E<5Y@6}w}`yy=L5=5JO_H3** zC&q0NYhR5)n5$x(Y>#G9pkkSQAgsuQf;V~SG$3+8RHk}l?L2+{NI#-&{I|@76is&s z>_K#?McHX5f}(t~5agn2aO-b%{-EgNu}lNkNoP6TYnX*K-7+*c!Q1iHIAvzqUvqYcLyckVR6Y2gLzxG0Jnlei&@n5O`UY$U`5wOs$ETSQ2Z zD3xxqJs@v_mT)HCEavgGt8Br2^9t${bVR`Q!E?v zEM&ixROQw&&abnp8e#TJGfd17Ax7?zog87LqgoR&J7Qa>PQ|iqO6f_S3%Jgx2c$BJ zS>9ty=~y}47hFy?HKvps9qkMpILiU*Q8E}RYgZ&wW9<3d1szGv<;_A33pGCcVuzq@ zY$u|*Ns!ZBhqB-9hwQef0eZ0z%ga2~=e1O_e=-hwE%y5Zn>G5snvJKa|fz7d3rxNSv)bx8fPtp>Aks$=Q0N#U|K=C~3KuU7Z3K6l*geZbe zjUrd1l)K>NYWKW(in=ACE3zu*wVhni}b)^O815<*l&_`5W7~+KJ*PHT)1_f_cc5>~kn zp6+gD@hBNIG#cwB7aJ#c3sCr*Wa_UbC4dXT`?*!a57&4Qx4LAg)r!pBRABfQ;SQYF zY$?q~K)j~rMPACi%IpW_aF!mII>WwHzNPmL?3(cR=+?8=j=PYpnyC`4>-fkC92o?~ zhe?e57nbOb1SoYqGAu+d)EsiZJ_V^O#R8l`*PX?_gr*qi)P7-j_Cvme5w%~HUcC8> z_JjOW3Eq0Wv*tCP(Tz%jN5~h8zi8G&9@_25D>-DggA_44&`R*p@X>qQW%D0QO9wm( z5QMgEn1$6BnNgio*fXK+=Q)aAACmxbd3H@k(B83F;iC(~U$i?DmfW;B6B`i{JAnA+Z20-&{kPABX7_wMl7Sggtlso$AFB8~j{ zUsApfo9wJ;H(B4-g+n*^C#(h_)gcefpI-UT0!oC^_P*aXx54`zLHi2eMSV8=wLgQu z)YwlrebGmPcbAN2l zz1c*$hKqS@hkO~_w%<|Tc5F~TH@(C-Q{TqLmE|IgBD5tDF3Cq$YMe-&B*MW*Tb8wt zmCouUv|9k*^0PcXTQ}+B+5Y?51%X%mj_LTMvv79y4vS4fBJUtzsumYX>*jpsUiEzPw>2w1^d1X-Bx0B0aO(jE4l(;q$%bX(}lpYgA#%KKQ zDi1aplK*aFyYv(Ym>SyK&n`@9*vh47+?ScL;$e-a ztIs@U$TsSyI#5#(Yb~CIJlm4m6kXgiK2TPY0*w_bW)CDnHws;!F1U*LHlw|h+6B{x zFHqVYu#P6gidpNvv=WeHHP=wpO!w!vwyE6a$x*eVD^vs5gcg(@rpkpc6)hbg4kMbC z=pF+;j*o1`xr))mnz!Fw`E&VuFv$!gT+w~i`Qm?twONvihRyuu)AN{8s#g|^itPtUSCmt@FEDCB4I+=9Fvd2xm1N~4!pisPU`2#Pk7Lw*(c^PsU(6KRT>nY*?}%a$iztJ;_i%FW${)7EgJva z2rHyBSJ^v(;ystr^QqvwP~67Io_AkG1g^?6=-6gA)*@hyj<}QWaw}mVd}EWc7XgOx zny@m};V<#(UK7n_5aE*+lM8EaboyX$_0nnsxISj+%EYmT1k=0E#uV8_(&rhNNZy;* zOZesIa}dkej6J8_hfu{PEp0)@$7Oqmqh`dq;i>3)Wi@6&s?pP=6Ok&DEkn_<9@OEa zh1SEXWR)|tXV}*s0bQewkHZ^|F3ZLC1xg8y(Z=$<9v(S==?t%x7IT1#i1Qm|uL z6vKNvr`&(WAW1rJrZ=Yod5fI3I1~A@U?s4rwWd&D- z$zWLIWEP2TM3xlM>Ge)q%cq3_q|Kj)0+@&nzj$N0_^HZ^asvhj>=G`ItMboF5BdSR z*4uAQrKr+M8{OXk$#dyqvP)mq4`e*5xq6a+@bi=K=KBaBkDo{A|hE!rfu#idw2 zL4rSwM}EZV*^xp--zu5tj69`r*_Y$}xl+EcGAU(8@Spg`acd|?MHv^x@N0|NisSO1 z-)Thx@CSrF_`kY^#ZN1juX3k)+a$Ec$n_f5W?Vd4d`eV9Q5#|X%ULgf^Lr9sZ-bug zT9lM^eZEz~#Xh23Y+(gNDaitQl^?&c6YTxx{gZkxzPgiatrIX?zW-{o`}S7mFllkR zck%m#`pK@ak)ruQenN+4Ctr`Pgu+@xU*)%MQi3g-a80K+b3(51(b-ZZ1*yTpMK2)< z>Nkl1rv9OL>b;1^_j2wVCpovk5B^X#;OzH`(zjD^H{^n~S#dX8&O}6=ra|etm(_a= z)Qn_yefxwS<1ZR%9`wqheOQY@KSZPb9G?ueo-@;NQPOd|bvt#0cK>Y?@pjF(p?JcJgxfp7tZ_So;2qf(Oa3-w-2N&58kj zm=nRv-6{UPb#~|ek>%1%sO`JIX!yFvgSW*c9S4tqh-z;5yK&T<^}fXF2QoUS&Utn4 zV&Q>leLQO-hg&4+t+&m`!J3pf^<>(x?1ZZlhO`h{Y`5J~?aBZL{u^ zyZw$&Aa3-Uj;eT7aaNqTN~P4Kac(@ZR99BrXB#;ZJ@ZRgpHS&N8km0Fgv zpds+G(npcmp9xJlj>Pw$aWfno|Dw&6dnBGt3YkKAxynq?5+p3+JG+txg3IUa6no}3o z=6i-VW{d_|<2SH;D`%520geAKzM#b1_rQBLq7 z`gZ!;Y5qdo^=J z#`@>ouTO2TCC?=|df8qjAc*R~&5SgaNnT6k6wr-cn;Y`QMcAfG^B4RNbPScNWQ^%n zFHI$d9*Q8ipXUhpWbet68q2NIj>lQ*yTbQ~2yANPNoVbZjzUrqokbp|UyGfd4icEa zdks4KV|mRL1(T5bl@CSQt4$yEnp>&>7L#@G*wDas*z?Kwm55n}#%7!0P?6@qfFI`0 zsUeq6?H;z2+C#N`c1n2%QGwk0#Ehv#W!~B;s<&fWG%0XRUF~TyU6<_W2$r9Q{HJ2$ zqSxh44vre)=3-;#_#lK+(?A0g_Y{Am!`RsX>8tTo{%j0egyjcDE6UBxwpx5`zL3$m zO#U!i$7ZdJ*rV_#-i2LTPpUQ-5l-wWzuJO#pdOy@=o=)bfvOa~za>~{@iug35gLvEqH(T8W>a$0|mKEMIjNVsce z3e5SkH1gRyQC&-K=Z9h}!IfBD@mGu}f>6%Fvc@i)*h@f`VlXctO`y9kHd;?^7%F^99SrL@2{j!wDWUSsCPmjSOb>aGl z=a!mqyPa&T9h13S2jQ?f0Rdi$G>r{P+0M9E{UDv=HtNMutBiw}ip~1}Mvr4!6v(<$ zq|c{(>!%I1e6Y6m(xehO*G{wOzF}j3&<Hc*8$!hE1{Wlt|x5sYNIE-`M1? z?4y7$6`7!+6=Lp4kGY$y=JJw3nywlAn=5H(IZ>a^+Hhu&$sQEMnDC_A zJBPzDeWvR{2;-&z*WdOVH9y&DK=)%Vjt~2XR>MwK?=l?zqAh8XeE+t7Dp2MPx9E$h z(OLafb2PR*$7hD1@m@QlD+Q#+78+AsLrVZJCG z-Pr51(@4J+{IU>5TgHC{q$p)G&p1T`okmqdo_=~LO6+1-6I>!%ITLFw!@DYK<4!l( z49$dby>~#fH`1)>T{+{BJlciAwS71-Zn92IZkkX;+#9i z$9}Fz#v@n~-LH;a&A+gfxpid@6w{itQvJNjQ1`-_ei_;#Q>JC-I&9JkMXG?}KUltC zwJU_Fng~+u(@H7xu;v~(i;Z#W*2}cWymZCDM8%uq@Qi7golD8DtGPNzg{X7&4?Hc_ zC^0s75Q9b+ zJYbHC?m)86 z3izD;PJd?+ayHz@331xJNxjfj`EIKIW{g>MB2`&hRGs(p{BmB?h*TTiC-q$KGQ16y znzA6+s04jVN9W0V3ND%`a2y%GB-T**WSQjjv#hVGk7AQ~qh)Iz?a@5*F(gnxom`eX zj)MZ+?7I?xX^8I!&M{=K@jMcAcxuu)`2nYug4B8O2{*2U%H+*7KR)mu>%5o;x|;ln zX1A8wnLLP(=7a3Iw7G|gqB_;lAB)(KKcmAv?h?5i>?jWf*E!f$_c-r)-xV@VWA zYl^Uz6D;U(<8c{_fbnh=N>W~XFJF~ev+7bXj1CRD(tWx8vK>+p-4)dYF_GEfW+UCA z<2&RntUY@hu=;qoCc0nDM#dDkIl7+t7{`5PG>7E7#$yK$##p?x};W}k{CIgN~>R6-HZ|P73x_{B`_8@7_n&Gh#3jhxq zVciGbYBmpjZ%Vf&=| z6Y`lrtOy2U2LYGTa2i?SJ9T`bw;{&^g%t9iUJPuXdZ6ps8c2!c-Im!c2zrZCrEWOb zywdP)d*jDHrmX}Du+?JHCEWgU*$Zxd`4`Pbk{)faVjV@)G=C8A%V!2Nx5SF?xB1uS zJ6_t6N28(uy>TC_A^5pT?a=lKJY?wXBk^nr+BVu#!92^Eo^LE}{4bg-UZ+kUw_K=j z_0!!dn<|Gg+-xJKLK05IEyQc;qFS1Ad>x*g&6Zgc^YRr}pkLB(KnfItCz^z9G;c5df+4dSprcki|O(`MNSSL zU>xID4B<@R!7(7}E9^AYM3OjB@k&6idaS0stEDr^9F`>a|8(E0id~BwQw-%{y(F@;MW&Qwu|BFj=v4c72Q!h z7Iu`O8O62}*NafU%J*%Q8g6*>M_sS3nUD`&+?bza0e+gl-K+oQMV_~HYg{<1OcOfw zGxXKcpKpD|3YTSf6f|JEA`XcC)(bxtx$joC+21Ji`=l>(rc*x=v?q)?N5;(rtGTdr z;?W6?)BaAPutPs9iNs%CUeX>ww6rZQ%}Z~qt928mN;hJB@mF4A&FpZ4Xf-!9*86G8 z722mn#Lw8oDBf)unqFXIth|cfWl(Qt#qMk2S>!I|yAQcOzdKzMRVJo23YDE`3 zAXojca5PFyuc@HixXaDSzswMs&(@h8@X10{lWub&TzmR7>rI%3D|uxdHII^7(!B|; zf32jw=_L_0mpk9Aitl7ac*LCZp4VnlZ2xSk#~kBkb74kPfXO#y&B}g{OVh(h7W|el zedR|*%ih+Z(*EDHaG4D~W8?^woK@Tnx>^QBhIWfFO_ggZ1zuL?6o#ee| z1+5k)u(#l1WfXq&oViFY3Mb-VOJDqmky4eNt6`Z6a2Dv~dMjFXT;`7H^tcEcVkjWk zSvDxMj=j#k;l(6-GQ-_|&S^6+R=U?+F<2RVf6;1Wkcfwa85_EYQVw^$#9q1l(W23Y z4Eo655Kic3#w8{?*m65gSq3_~$<>x^lk$fwWx0*Tn)> zHcmx}OesXZWLM?F5ir=BT6#0|3PIqUj6H3#k>-Sa_im!bvf`0@wIn7l8*k()pIJ37%$1O|nT3Cjb1@`-HtTVWE0GyYxd6EBdMUToqpitXxoOOa%f*gBL3}zp3sv_S;!?MOo3VhA&{j zc*d9xC8*uav50m!H<;e5)k|Z60mh(NSp!x@Fvv>RfVLz6(JGM+Fb2r1L0@4uEH?4Odm7}4X4X`{%i-!oG zcRD*^y%N|}B>4_tV9O!*do$i&4b>Z`Zn7k7KeAW(o~NeH%3_$BSt8$agV>U{%xt8(2;4{>ELGTym~dq#O3I#we(CrSXq zm*rsC%Z0Ga-Gj9P5>sc8)d!lGo3)+}4)czF3ZI;DMu7m~d418^r4A6kE898o@(3^L zh;xxq^obs%QO3NW{s;Xj2B%F~QvRoxrgYIq2C0m`5yWPK*X3;5$Gp)Dcm;$fH7mHW zwa(yvW?rq0uO1x5qAI%dG4j5jBCg&aG&yrfY?_9d&^G+yIM#nB8W5BT%NV|*0K_UN zOaiHOe7GCH|1uEV{rWX5XS$3%v!&K5U%7b9`9$w^Qv=4!hln7;a%bn)j|RSaT&P`T zBK0oKnk$=aCsulCulf$K9i<&c@v-vATUHp7K~3L~g846&GJyjhii`ZK;@CreVF;Nh zu>p0w*ABL)dCRO^@aIoF}blG@#7=OeQ#nqeQhG_0Bj6 z+~k^H^St{Q+A-xbj0>7cMcRzSi(BbkWok=OX57WazJe{Y{Wu%kmw(kwG+Gl*`*f!9 zi-&3oDW2B&`t(G;PQ*8XKXo>;+z6*eerrbHOgXfy=9aCLc=b?zXeoGHcAGZItT{q3 zf~T8*8kvAab1)aFBAZY_S6m{~+}KerV?tmB71CsPWgL zEZot!M+V{k^uBRlJ-a@HYQqFG6_#oe-qh0`Rj!zBPZ-7+H=N>>dQeG-zw)eeKX$UX zXDFGWh&~GMcRIkShg0(T^oNgNfv!xAxkxn1E<@VEvd4U)kODUl%;IDl;Xb=1H-oKe z!34S_A3H;*mDreLjGj9u%4_m&Vr9w36q7{N05O2te!uX4bFK{U(#XOROjD%Pxo`#8 zt?Thu^-2x|L#UDp)}vmybc}MdefcGe)5EpPrXZhi*5`{Rcs1&NQ*@AX{C#8J>9ZPB zr-)-`NwG}aCogQ@@BO~9bIG&kFa2<(#jg}DZ5Ve=wxK7bD6-R&4jbXfCSAG+rnz=lwbuV$1r~{Crfgy#u)Z(|jT{Ksm>&f3@Xg z^Rq;Y3NKx;ot}etu`7K#-vUJy(_WDSix91qu4h)WM+L?l79s@J8d2+C^VQ0Wzd=_Y zC)?fc-PU#Zw_WA1FWzOK`-7H!a;?O#MrwONsE{x~^#R!0Z8p!ggwjS$0;|MuMeZfg zM;kwShr8j0u`wq03Y>SM%TUG;Jf*%`PO@_z{)@I%OU4r$TNAsStIq~uB|I&XKA$rB z_Ee)L4$@)c*`>n{ho9=X^I(K+Z);lolD-E{pS?of+f5z6Y(EauxELubv7jWEl5-_V zVU;BE8*0FdVDSVeFV275(EjoIolUd_fY3>g?4=zpKu1*q2cNrl3;8p#Vgv`v2ju8l zoh&7ze$T{uoeI~HUU)YEI9_J!>2pTj=rp%!4AkV6ckrUs#fMG-uGPF)PHi%+7( zQ|uk7Ryty2g2}LQoi)YrW)}}6{SfmU24S2;s-1^Ut{n&(Dq5*R>nTq0wvua3U|MZ1{&a63t{@;-tw z$^680b!2ghPgnY_Vd5(V`2LQZ zaFx*J3Fz7o?;Kf?Tc;GdnF&vS$Ko;Wg{n z9_s9l4xpWE$Qoa_=r+J=7szx6^LOL-jH}tt3+m@Jkh6VVZzY3MS7Kv86AGRImeI}@ z0p4XVYhE? zj=(yb^4?pw>ORiVe$qrdy~_YwJ32@0UUFc0X8r7*3Q1(-nRq2SI5j*lH;p1@iaPkMO4CYgq>rR%3ricd4>i{ zE8QeQ0|JnB0YUAAmGS{5QnQ4zT@gfwP*8(m}Dv-Y;2RFHk2$FZzeF>R+ z-g`zgEgVqjxAhT2p^puyq9%LarYX>HPd}H$UzXW12@sRg~-j0NO z)LwH&zBo-qgE0jIc$wsOwj+k&bw@Tl*q~!QN25PT4e`I!pJW0Rl%qH(UgGPdsRjo-;CPjMm@+E>4&ORrs!VAb0y1x9f(si9oQA;(E% z7OqCi{Mjk;w{f+FugU8^=TU>`*`lG3ejmoHxD(&p7i(A>nO8&+bjA%p0W(lwW5cV!BCA~# zLvk<>BpZ|a*siS3k^rO6s^ z?Och4!3oiiTti3W!Uj2bw5C;TWUnQ#O$#^PQ%+j9y{?_27)llb_`!zqiN^EV^Q0J) z6Y8J5cTOeWi8FK7TI^RSvaDOoZKP0WDG`ju8p&&c_Ug2br7A{JQp-m}(?3igaXjjx zOF7CLa$BNV@LJX{^b*5sY;dG{h@qC|9|uMN1Q0Q|u3BTt#~XAl&*2Z~sZm@ub=bI$ zm*rxo)5PC|&n3Q48BVRhhy>|qUF`q?{Nu9rU&Ia1OrdA0Yms-BfV;}>s(lkk!brpcShV^&jhoGDR7H0L zf6^WM32)MVCXEm8E1hqBP#IYAT@+Ry-XITOIC|%?5^IG3P`{nMM%Es=@a2kX^_Ngp z8ya~FsA53SYiw{wjE7I{j$*c|NM@h{#jFoq!s-OAjr4rLc8rZU9NY*6>sH&o1nc1{ zs4j8l!=*L!Ozcr&QnNaIcUA8;&R#~)aM-+I6dD)RP%JN4wHD5K)%`q&8~df_j8n`V zWNUh|D#9Ot)Mdljd^%c@nNH$IEs$S)vu&-fQ7}sCmgMXtPygGA3lD)^xupuk(|Qw% zUXN>Bb&FJskg3Mzi`Yme{D%+4Sg=b_8mSl;MA+tK_dK1NQaWs0MK{jPkY?5TPve{` zL;phhA_txn|L752<->kH3KOVJ9lvZbuK_T5XiiUsNq`+%b(_${osK*p2yW7xxKUlL5<>!kfx=jMyNVy#38=}Hq@Hb*`u8S?tsrcsa~ zv4%>A&Jz~lgfgaP4{|#M>PWNR=*s1L`)OS2LpuN_Ya8WrOI8>$_57L+6?14_y02NT zJg8}{CeMgo5eS~ITtsx!HBT9xQT}3b=5Onq+bttZpgiJR8G!^Q*5a8)ev0jt_1V(h zLLQW%nBxTS>;XJl@D`dP$IG;13ns*K{Ud*1o@u^4>(1%BT| zWG=@>ga)+M7{PRs*n4`k&A2Nc+Z!ct`UWxTpc_EZXXU8@GL9H*QS^U97v_9mb$(My z_3_q`TIe?1(ZGH(yniv$8W{80NP?%!gwpK*PJq1R!f;iF7l0U}&9L_`hCfUohmvIju z&zi|lzUi2p9TO}@_xBfb8G5kMG_Z6hC$fI{+qP9>ye=g4LeQPZ%yul!;O_uBDa^=XJ^TCLm> z3lyf>;dWHq6yrFR)k4RCdqE8B&sAe&G;%}Qu7ogr4$%5*A2TJwtG=w}rIK2df&~^K z|6g&4Qr-Oj-j;uuJ1;chAowJ_1AB(E{$C?TK-Vjrh=9n42Vi^g4k2R3QDka_soGQ5 zs@+QhO$YXywqB<8>LXV?B!c;#8B0`7B!J0rjYw;4;a{yZ*Ynv&vq30>jDH1{s{V}; zJrLH2PT)=ijKVHTJcH(xTj|~v`hfcI?+sK!-|(ym`n(G}TZ`(KO8%nlp5xsgsv?_) zQ4qiZ($>pqevh{()o99{yJ}s~TGjvH)A{c?@g=jrXrKznnsJ28zZzC|FLPJdbP72C zRe|`giYlOrFaK3x!O^uF>9o!`nHD?$Jg>ga@Zuf|Xg)yDPz5^w_mc^sMpN_aD|a^g z9!o__70vnWzl-;_>5#4en&Xl~J^8kDbdPx{Ww8kPuj2pO_V{?}zhCWsk>>YUHNQ*~ z5ZTTVGgym<{SR&bb=LRABB1@MDu0$*Sp<*5B+1eH$|^pt$^l#1H56UDu`mk z+k1fXrrj^G+S@;!e%18%$p;I-4RWN>v#!@2dA+}8`2+9fHi+gVB=MOZVUT-xD*k(C z9v^KUUCm@d{q=V$+>%t@}I zaZ_#=Qe~B=sz9WTymjJwrVv?X_pVmdk`St^WHH;D}MX$Y8NZQoG0<>Q2J{GEvQVg0E&9it@y>a)Ec=^F(N7);-6|1r zNdxnqg>q@8JA~i<$@(Ki`#Am5_PP+kcs+NK`xLrnI2NHnIpF^Vt6W8u=~fcgQ5EC8 zlRiW^K=Sa&6%JP%uP7@u+P28-pG*m(e)eF=vIaa7I}Ey*0NzzzaT}E{wl76B$_Ge5 zdg$#W#um~T<>FKU`?!7wi`%~9`vbk4014}7|LcGh>mkXmTrTmt;9)?D+6$0I z#uTiF2VlIsCk}V!DJK}D#r78%8wp;eL+JPd% zV9arX0YSkP#li8_B8Yu8APRswfM5y$;xD@TpXm7vec2`0!)Xr6_X4P9z;CB(P8IEe zuC(=v+$$*p8|NPAq*7@?uEJA#zP@st;gg&{@-81)oOj*k53DpQU3r>w#IXKHs@lt!YSc*%IHX8N+_aN07XE>ih=+$+t#a=E#6a@ZQ{fH{qB)gevgil=N{yw zQU*A5BaQ^xRtXGrq>*^%5z%N`w-_dteMSl7M*0$Riwp&tn%&a`D1pR*_LEGh3g{O^ z@U)0GCg0H&5zwt??*LRZC>ogNWG|Vlt@ z1SGBWGr~VFWbR1)De_SdB(02zMuF4sR#Q6eWw-CAD0C;|e#}Wfy0V6vF}yo!%tg2b z_b1Zq$RMQKcawd|BXrF{dYNF=I7giu~Gqg9ts@u_dtHA`E=uo?-e|$%>{(u(hyK^iI*jwcxc&$2lN36QOecaj)|MBW?913mh;N#Pde{VNYB#QeiN>WS}^F7xBEN{2mH zz-4QzwTu4>N#+|Z-T@Mzyg%pyR1}0TzMI4m#oNpkj*ol*5~Kd7CDx1~JHQTp^KajC z?r)&r5VTgR;#%hyIjYky|4%v4*aGe#=sYmVN(+ORKt#ka#X7A5Z3Gd*EFw4pg`o1-DV`cNv`O>#R~doKp3YW3PhIwDGGt&ZLPS#}%2NWUSN+vWrs35DP?P#J z{c}gEmTzPk4gIn?_F`0cTM7ae_k*`n2q&|Po;p1bRg2^TyP)gXiyQ%OcSWpH)qIg( zWAAuft-=xwwEA8;s%xRS?SGCTvolcAF?p4YVCtKw+}8MROk-`eKl;W|<#^QIG(K3u z{l_Rcir^VsZOk1GUJ^uKjXJc{-5t`q1LqV?V6(tVn5k>t@M-CJO#Ak^@uT%I^Pnr! z{ShYtJ%Ecq^8n-HJat1k`i`hB z0eF|;Dl|uU+bq*ik0|_!uyh9}ZizP!LYdeX$d4~VL4@V8P7`#mQYq~arS`b15DPfL zr#EI1dv?RrkyAt#J$IZ-M5hwyojy}mqZkDf-f2#X;^uTyv+0}jC$;&~ z>zZycl8lrgyArbta!;rBuw*kyLhSgEWE46-<^GSWw+@J+`~JsKNI!8u*(!7uIkQ{&dBihgVJb--Sv8_0FH`7qNC#I8GgUO2rp=z6F2)qg z9vs9CmF>68EFs{OpH3HGfAi@XqDE}Yn`Pm3*WlI@6AuyBPgANqeji>hT-i9H63Grh zHP{Ta@}qysiMqSF#Q}HQD?5c|WO3p&wq+*HZ7JJ@%8wJx+;~7Y{cq=37I$+USfCmB ze?W)wvHx%DsCT9(cA98Qdo^G7oEW-rrUxKHvQ>eRg`*Bg1!vfU!o4>&!UfF|Rc^sb zerQdGFXawi7-Tv{Z1u&xI7tLTMyQ?>T?+Pxf{qM&s0kTOC?W#ckR5k(qcYZ3TDRy! zlPvh1ZqI{zd2~+;tFq`@;3V-y{^R^q=T6I`dv;B>=|jG6Dj$WTif!3L{l81w#|eo@ z2fp#UNUlRMJECpfYwphPrA&HLz(>5D35m#F@ezscS@_%;hm0Y+=E;0$ED9X=`Et}Q z_UQZPkdbDRF=E}izp4D>XcTBsr}pRy9JUn+1+JLPA4k-7Hr73MxPLsj3kXC^A-P`H zeb3XqgW8C07Y91-{p+>_a1=t1K2VY9{v$f0ykfv%Zv!;Xce2{dy8VN8yT6)D)A#l0 zjkVeWa4+uvwR}KsMWC*nhT_cL`pQy}cO6OlmkHZ>Fg@yviY>$LE&CsR_-Lkm1qd@K z$dNDrv%OJaa}Yh?jV#RcRoQFrWDOXSIHHT8DU1~XeY9H$yk0%eIY_~N)EC>5sY&zI zg)&j^0V&gB_pU0(C%5Xi_O& z`ei|cc}|2i0=boXy?73E1Xw1NkD9(LcniNftNmGcu^ql2y;TpipFi%hLX`jpecgB1`Q3y#U`8ML8gBRoXi}Tb-jCm^4fK!2 z<=}I@k?RkX$0M=x z8Qi8K+7dF{6#x7$MP;wu@;9q^vv#Y&m(-YUJ({kX6XjqzNfxZwnMziU?XUd>7?bK0 zeh>m1JQ6~n`kuyAk+ECeNK|EOm^be$AN?06+o*yjU^ zBc_KdS=kdsp2;L%s$+GA`_DjU7F6!{p^lDXJL_NW_kTj={i+XDgue$&fdO@q`gm9H z+EeV}?8C#AYLq@8qB>{1x0pqtfar=pg>!o=^?OUe`iarmQ-BJX%^99E-Mg=%9+du- zss(z8ZS6bVAI=2$Gs9AVv9zdcTnQXsTD_i!-G92M|My2}GmP7pAJ`Dm%_752P!E8i zJcz+{3%MLXvU~R76zIh%8EVOfJ*>ReM{W`PuThZF9tS!|4KtNr?JHU zJ )8(n3-r^;9Fbzr?a&2<9sDy0+eHBUX#d@LJ;OJi{pkCzNYiT& zMgqv%^9O}*<4}#jLlj&9x;qOf;I^uT!~gG4z1V^9Wqv>*0a^ZqIUoZfo?5T0$4MSC zB(pwe*#RR65W{qo2>1W1$}&H?6_EJyM+iqa2A(wTNMDb$1p;#(34SdcwiMVFD9Fcm z9k(MV2NeOXmaG8-2QusbJA=R*OW7xTEZBdP(ZyExtM5+)Gf<9TjS^cp@>b})f1x!S zYkpzL#zpuHTj(1(kk~R+Fomk7$66gHMcllNLu%%F_e5>>7EpK!p3d6u_GK2K1D?p? zTOIrj**A^T8!z5SaYP3h?OHAc=&uPoC6>wnTwI_ZIG}dr(!0-F?Obv)yrlBZWb9|Ek&hynWHiBv+-gH1nGv+hByDCnsN(#7?pvvm9yFSe^MdZ| zHIiKFX57_eZV-`65naT~5?PhhLhLOgoshL~i{=Yc?Oz-8MWn+oWVB2IlIL&mIa7Tj zw5bD<$G_KnugAKLfms1VDNOu$TjAQ9awdu2DnnGEEU4qUS+OEsq0tWxt7)LWpV|4k z<2`p$-aZxHUxg|W2l`Z1P-&J-KjiB9oKQkRPCy@d?X%Gt%|r&h!M= zzBSt9-#>#dw!bFsTQBdc?8pVPv|9t3=)E@~+rO^`o%V!pN3r0)B`0~^c)fT51Lhbo z^#m>cogl6Q0oRZB0dC%L|0yiB!52I6M<>9?o%W*Og7(ozY)3JFlnPktBZ(t{w|oEU z4D-O-UBLA*!^f>QOw+R+f5NHqpFk#^33VBGzYnNJT|kWzTrh~81Iq2BRE;6zQGf8? zS?N~i(qGk_FSi3M3z2+aaust9`HTWLRr~WP+81B`bCw_A-ZBCjWU~2C$i&CH;$2vR zNW>92Q#Me3959yrHRDxSGId51vyr8pH(KeKgl=tWgG5Hs_968Fb;J-Q*FCk1SVA5< zN#0|6^o%L50xNsdJjS3rmLy_C8RX&vB0mipB*)2oonu+dFL7C*cvV;-hrUqIhxyce z*Q)?~yI6I4IQps(8+_XTDDzCFl<&OKf1LEPnr+@}s{Onmqd`?HK= zxZFRB?A7d3G!kABP?3=~QiJ3N1*zA3B>m)1no4)Di#k7v^pBK2~e}6qt|W zJI~OMJW=X6Gg2A>1 z=y~_)aqb%! zHNTl|W~g^!!*$Pfgel<6J-8T}837kXq_i}_McHr(jiCq+GDA0#uYoPhd9j+WzXt8H zG?DMJOeeYIE{9_m0IN13C5+^~4Ne$!*au+cs%vaXjK1l*Br);9WwEXyu)(SGAsmVY za^YF^TL%R;zI zXHWVQKrdYE8d8ck%3#E&u+t(6Wjh0U%I`s0NmK;W?YsTl<*x~rOT<_W)lGj8Y*YbE z5*p$KJKVbOW%D&6vFoMLN;H_FQgf~2sQ%(M+d0x`EnzZ%T@zTZIxs?_hFq%ac}h(7 zkPjXgGIJ)_l&mY#EMB877pueQO;ai<;bR~#K@>vX$a{>&nR)rd5 zeiPu#Cmbo7F(p>DZTXaUDIlpizS&}Kh>S7Gb)lhijeJ@eCo<@=fQBN2O6Um5-8_kj zWqJYKZF}P?(hZqmZJyYOw%8dH*?$as&U+nQUCmHnWwgRrmz?kRjUYK<{q1iIA0VVQ zyX1jTZsDS0TD{ZBR#_L?K92RZE;f$?NT8Y5Ti3yZ@0v4)BnpXp4c$ofHU`)0_0za3 zU0Au4Id~|a!R;BRJjriV1&ZuN>+A!f$^&uP6wJJjXugv?)nD4YOQ&@{ z>ybE;Y*2cTWEuFVSu(w49u*q4{qnB37B4rwR@!Do16PH;MPtjXg_t|%&lb;9UTRxI z-HH#~RwQX(rOBqI-@kWNfXpTMv%o-$qBF39y;O?!fySVxiNjpZXnBW@y#~JCjs@py z(k?#9I{xatk zJwws4$!n&oCn{eE9;V{XSQdrZmx`_`JTxFiI?;4^@0!0H2kLL>DSKCBi1zUq7hoIP zGQOcA!Y1FYlzUA+YB0gR?yvgYjOYpZn~wt((}ym@8t?H8(#xN{Nq*=)(@E`t!d#Ia zsIr=wwk=~C-1d41fglo%Ea*Qv~iYXPE;)JGkoXrzFF;~f{kfo^&fBQZ? zRgzC*7-L^QAEU_idyZ)DOLe8+q0;;^H_MI^DAU0D30XyCVDnUEQFkOBGm-p*b|dX{ zaVTSxNn^k>7t97YWTaFkf9=!VO{=4P0w6 zBQHrB7D%raNn?p}uDPd!2L=Z>f>|WSeO9u&p<#6f)!Q%Ua7TUdk{#fVU2#a861>lv z<5hX(4^YQ&0L0I3>2zyu+Z_LHwAz4vGM06AZu64FKUT#y*3G_ZhFpjHXW19C#D&B| zb&p;#>v(_tJdbMqSRZ7Wm}%-lkQrBIF`ifsdC?IuNwK_8vd{fwNPnQua^q=uk#KP&ru@8X~n-LbOR9@#aS@Ote&wym9xsa|E_cctdr*s4Mhqbj4;$kueS zD;{IY;WS5cxx%DewYqp8#1~zQd)`04hu01k!7W+~uri9_pPv;~1*@;HT9*U#I(`GS z7Rz!UDgN#>cy)C@CYQ4src#m)o+#npPNBYwo@pc38{M*TmiOlp^h|>Zw$jjVwWEG> zn>hA=YPw>~(A)^gxSK83_u`Ujj6`R1q1npEN-w?fm6~GzT^q9)u4X1wd#mnZZNrx* zJnV=iNsKB!iH^5}wM=Yg`rW`d`cWJk5WrnBulNN+z%c~ZR_n8U@vyLDu?fmYdm{;a<#NJj@oY(L#Wdim%yn;SSI{4!`}0;MqP-^iR+GE9o5if(N7 z9W~A){R+Gc#*f6auELCCy5!2${@;~(HP}R^eh#g!S9chf`D)J7v{kUS<;qytxQNo~p+POezyQ9Ekf4GbUkiV$b1H=H&g!(HMAkx~UGLKX1)u_s5+_w=u`>VBRW z$)MhP4tdkl>X-PgiF{h1=ZxucfBGXRtc}ped5l0nG%1~u3E+l(sS-)H=xKOWs%VDx z&h>Wk@12fD!Hvb0_2-GId6XniX~)xmbIs;CHfJ%zKmF~V@W0%9J0>%rY;^fjMfKy} zcdBe-{8?RUqxOvvCuZ@vKln>t_jtmAV$9V_qnOdcYc5{sS8#UTrzJal7?-3xV?THz zbz0C^HgU^mf-&N}~pM83kc*JC`dmDB*kWpML9khTg z4}VKGP}*k@`FJz>riJhqS&nHlhNf!t7|WRJPI@^hXeIsNWHW9i%$c{D~2$obxa{bq9F1 zSNF6`|3Qm?82|T(<#u1!k*n%W0(cVAx{8;lj?Np)HJ$ChhIz8(g8lGScg z9FwR}w5Y_NqV=%0Av!HnsMqHVdG1N7ccqt%M=8C;a<;mnKo{arFIV*S)vK|k4=?{d z4;mG4U{98Pi8-!c#50!T9N$IAl&D0!@B49rMRX39^xo*6G?EG7= zdbp8PrdHk)oZGmZqSu|AwVdy#@3SuTg50EVtH5O1B{&CqEbmJNzS53(QGu1wHCVgS zZtv8-Qs@a2G@q#VUdIY)DY!%4JpF{{6QZ5B)|vS>83@#VzoXTSF~}gsi!;+)e3X9n z5845w#9e6a5PrUiwk%h`WZ?p%u`=80BwZX4Rx2iC{PcV@IIjlQ_|yB`93|zC?)g4x zlAP$7(Q=Jmye7lm&ekhLzu4u7HqA=EdXEv!>*i#au1ZANCU>a$3!$j%@X5>8w)~WM zlh^^!NSnplfj`ZaBRhYTa@j1YbD68a1ekv@BN!G0tsFII30Dd>qa^cjx-KSq6^{yT z+?El6ntSJuH&AfdckMoPvhqm1%u*j4a+^>P}{6|mxvBB@{`hiKA6_zugRN`d3mr#pCY!@nP19o z31m&-H&T{IL?np-?gilrq3Jqxh|!m5Gg8x8n?$H*$}2jsoHZYjGl=4cq>u99#5=C* z5+J=-Ys7nVs;%14&b9u~_qOn5R}s|A?G9|*DcQI0yz)WiCIfvRcB{j$gP-lQhx!UB z{^YN7r^C6Dc`yP$qbVQ^-EvpeMoLCsXkP5~TJLYXX7k^hdX_N2p)5-V-|KYi%e#(r zQxc?B(9*4-O6wY|h}uz@DtBBE@)hIIftl8#s6*fb1zzWUVuHIUNmrf>=e8%}0c6)e z6;9JNX7)eO4*jYxOnAGP*8LVmN|a(Lq%)o`9u71ViFlz|UXpKj-pR^jE!&^f;p{X23m`UNYbz1_iY;cc94)2%o)sIV#8TUU3Q z*Iyw2Sfwr+B7dQoF!=})kAAco;n3?~3S_+c;&@m@e_Hs(NcIs_Posl(9#`-o+7quh zoOe?r%JXA_K$!Kmfb~$NpH@37$i1_hIH7%?*{~QCDDFNf+m!Z5z))#e-@)-Sr2d*R`iQl{k^AvZcq zbTwQc!ZaeBtFi)82C~R|KGVlsha$a)^h3ljNIpHCzFnP9eJzDQ1#s9Y2#8tLU}xm+ zoE7bz^|N2vy!Wfk*nry{LPoZS@V9081RynHxL+k8eIV%vx~Oy6zuI#}=pwdd?xdxK zVIz`Tt_L#7N7~pG9Lfx)*>u!HXI;@A1G4zn9#^A=Er0ZfFjBm=JfDY(d1+Zvl?a=J zWXm6EXw^1P7%w1Yvkr!z;t)JR*&52&WymBGfLoWK^)`i+2XS<>*9lc)gibz(Y?YT< zwJ!!B+yw+X{0I8l(5x^k`?H7`D+uoGkLVH+R!Te?U+=tOD|DrIBkHUT2%L-%O{HS? zxEyR#|)$T_5+sv!ot)2VUq>xTTf%Mt0h|?C%5IGoCz2mp57OxCUegc-Y=}3yB}IN(T3WmEW*_!#=~MU`pF_ zGkCW3Gr9ral}tIut)j$Dh%>0O=9$LC(Sh2{XUyOLevUx>-D?uGB(_kuartCwCCy10 zk%yq7x@_KLz**m_noTIx{5W1v{@K5KxJSoe3+Dxmv=6S{MA@%!5gWOu#j&F7uXbz* z9UMF6cq~OoYcKQ{v%3(x_anOImW848&!eL~c(Uo)5mRPq*^(`>Uj9IVizrzRMc7GiuIIQ zN2>?N4K)>T2c8LQ7>g9Uat7^kK$UA*`6-m_Ii)5G*#f$MMO>qevBnlySx^DFx-VTB z6{uV<%gV#zZ@+RyZ#J-&+v{jH1`td*3t5rOSgQY0j~y6>j?H{3Pod)#A&ad?w?S;| zoRbq*)3r*_4MonX<|i15cv^x2@z z(=x$ey)f5K(+%=(m;-o_$@(J3F{+`c7$KPM-gy5=D2);m(k}aUn?wBps+8{6 z6YXAbPTN-004nVtIaJD>ljbo^WN^fdE;%t``BT@^Klhd4URyM#udaD#lXU6~QEMTw z?*hH*NHs4b(iLY2_(>W*6s_SLCGN$Mm0Z8x&a3eAZH9R%kuoULD_{3VA75g3^f|uE z`1-`v=~+nFBKMUD@37kGuzyM)^Um^|TZIoHc1wSY!3U0Nz&>qdXI-#!z*OpgzQYdD zSX7qHq7(e^r5mmUiz+p|qvAguaZFE{$MEhN*x(tm6U3vIwy;YI*EGqaQ&yR57yS## zd)iEv0YtHXrz~$EDnD#Ay~J3cBI`k3!;3R6WC%K*Pm7LR40B3QJpDbOGJ08z`ry2M zHC@~E`PLJ8rz2Up08~HXPSvmPR(kV}6e=2ZBp(Q1?|DVD zt*GP3S#lvHLz}g)lNo1T&T_?kfbInu^jte|7#lMGdaz>z3GfL0BGSh(Hw#mAsb5`O zU3nkdxr^x47Pj)btl*NF+5F?qCJtXC|M(P)=CFfVm znw|p{pkCyLQk#)*4iWQmf4i?%jdHMr(DA#PPWiKw$N`mTqo6&Cvl~t7_@${+D*HQ! zIpfySl`;^%$F5b*mo0_UHIAaCY~+4J*~LxleO6dtva4wax-Bg^ZQ8u>tXN5Zp~|{} zT50Puk60-OZ!0F~W}6(IT%}&|;H{K*la&ok=z4z4kt66Cs{Ztl-JQOKADq2qIJIyS znNVY$o|F~U`QWpku#Nwc`?gSgbgRmtQ$I!J^<3&w=|=W36e(c!E>C!Hx=3lhmbS;o zeKf1nOc+^X5b|cIs;ktPuYvOhdR5)5r5SXiqu4>$FntB*C4*VenYc)E>D`S&TFy`t z=n4CsAJ();5Sy-jKCq#&pT)AHbn`<){cnPLZEaR4lhm3nL&i7iF(=drYlxZ;j~{}><7kSuEL2nDTCi$ z6pw*k_xefMMn?Sz$^b)sf(1^F@NUdrKIG2Gh~rx>`CUkl1Xv0~r&__S7(tNpsNv?# zZg6y?J~4SdTjtE>@_AotnL&3B&q$M4x9u~Dd;DFsgg3Nfg{J_HP$B6F3S*X+>BfGQ z@Qj+nsA;=OSm!0Q52G(2;Ofr?KY!tmNc-bF==u{j+xcJQm5iZq`l+q$iHo_*BKwzk zG`GD<56RK5B**K0LOYm#Zaf|9TlU(kqY+~*Z)v|PlSNda3EUbxI&SR)0k`+~U;vYag@|NMO_W!YiRS3!zH-XsUW2o7f9hP{}UY^({YWgN3_0~ z1g_~S`lwiQf^-?2Ge^!dn@y@0f8)mL+*I(5NAo4Q-daF>Of%0g-$2-3+5a`!p}Cs1 zjt-HiKmYmj>0h52dfr19^&8ee_5xXXd;1;In9}fiR&7(=Qz@UA=@_Km3-iqSofU@0 zm)vYR=v0W3IeDs)&7$~Lb4P|5I7p^(Iy7NPd3OjLJ^cac?Cr66xu{QpHHG;L{ZXIF ze9Cbn^S#nw=Ni>i$H_we;58{V;(K8~&90*betZ!`->8NI8g==^i5AUoX`0u{rRGL^ zX)W}eRD@OPG)d)+MH9s10@3n}z+r=a3YvP>XY0sCY7dj1->EC_NGcqZ6ISG!+kggS zj}Z5I6Ehe&IMEcIsB0ZUe$es+%7NI@^eumE`akti- zGCmvjb-BJy+fIE#mKE>UTq?p!mv?oH&29Ub?$7RK;S0Tu3G;$lg|IX>P5SZ+}690qgd!%EI zxvK%QjVm9!y{oZ+Tx=1*<*v;$*e^d2M6^I^PU~B5=hdy9+Dp6>(}Wg43hgm1dpY4& zD&Oq`d3N1kF2F;#_(rJVLalEuk+D1leS3UO^DSn_R@a{9&g90Jq^pkbx|hCUF}VO^ zP+Cpbgy;GXV=Ik}i!Qhh&YK?QLVX)!_jC4^YQNx*oUE3IQAISC?srz9>I$;QmG1<; z#%IkGXT6#QnWHN9q-E1--GFN{bUCDvI!2iWp=piO*A8%h~P>ehA^cLX`1*2#gr7YvENuoWo-i#=72e04YTVv zjwq-BNUe6H*_^D;6_MEmp=)Jty%#6Jk0sRCbJ+2)G+58|>a#6R5%iNqUlt6R%ASSG zpxYo1C)&pLSASbmF!@SSfCdA=Sp>e*B@~}y!!I+J(4iFsP~-@uuN0+~@Kq7F2eXND z#jn0CbTRmA@&X5Jh-3Bfn6j((`u&LOWXa<4yB>b6uT`#)sCt}}1HB-lo7r5k%fZsd zNI0yy#(KFSW!HA3%`QIs&U^;4{yRZ|p24@4mYLLUn&~GB$VJcUW7z^yuES0s-#<}m@ynpizVn#!i zet(h;{dO!OW%NU-%6%0t`rf0$@_y_Q(WIJBU+ z)Hla$A)~o!F8<73*PJ-AGJ2%DY8C$^QbqKK!6!aE>|~o*$4-6GVTbpxgu>X5ZS+^% zsTMmQ&OX~7fM4wnT`ZZFOxA!tNfa&)I%3lqZYCGS5Q&6rrS0tLyx74wy8!EZ^3}=| zOFWCXHqc21uzLw@#vwHV&D=ut*_@2;M5J7^nHJibUeGm2iySmhk9}}N+iRMA8k1fG z5PR)RwzAkpzk~5uonB4T$R&`PF%PVlF4;6{d-Sc#{`NJfDv8<7P5SWusEyeyD*XI- zUpGp*t3;sB7txm2ES!R+EnT%C5uG}HzslVQcTr$D&P%!TYLwG;G?Ztsm-|p z{jj5`CBqZVJkZZ-JgZbQ1Mr(ZO-+am@_gU)8J!i`AXffGj=wTi5O0N#mUm&osz!?L zcWo-L7Ou_rhTx6QW+3}Im-INtzM3pRZ{4er+M{Dl zIn;y3Pkm50X?4%7a()}zA04$@_Y-yd=+*6jQM2C4B3DdB$^+SM5PUxS+79zKu@t1| z<9fyNjWLhbtC+Vg0=+)AOZ{wxT=uFL^$ptSy_mlf2FXqS?8GLq#%?xcc|Smku~^xc zzy1BI>15|^i#}>c$IOpSx~I(`hsXKc{4ap}{_)J{1^5E{5(y_Z&lvkja+f&~Do=ka z$ACz*HWyH7tdMC}pTN0yrP|o!nTk9dvDK~eL(P#a4}Mhs5prP+_*(GaepU>alg5U- ziAracHF5F!m$GQje{}*0RWGSITX$3VF}~=npp4Z6M}@)RG5|(xHkYpc{ihg4vw>TF zp8kB_7eXBN_ft)WPVbWIvYE5Amjo@L2s!h!FtZD)zccvs+laTn7%&Ae5XihIP_D)T z3$0d4^`)X@s+Um7H~sS7^l0mepxES|*Ci`RkxNI#W(nx;Se(q#nO)*xomru4Tnhce>z&Mzv6 zD!q3Kh?0oBw(%6sa%iFBavds1asQr>BidEJgRLo^?2p630Q5xQh~-zDPb<_f;Zx^tm0= z8NmXTW41fJS6kDMVFFp9<~tqFw+GQX!W0{tWGM4aR@4%jSf+=Dg<3ZxV}mZEn}X|S zdrWwz1qXhuv$~{bq1UlGG^}YsS$sRaL^gX-ySkGyauX?Vps>-tYFEb!@IU{V?Id+u zDP}e7sp}ac{Vu>*u@Fk}8(bm`*PiMN^y2>|>@$r#)G!K-MQKg%yG;cn`2>j_rR~J@ zLw}(89~c!12t2K=Z)8&L!^Udc?er?D9(eve&Ap;b>NI+xBF!n~@N+5U8($qzD>3ge zctWT6#--0L@Tnnsoe-A$8{~m;J&#wG-}aR7&>78Jy2Q+g!~;$26>R#%m5Pzuupb$T ztB7JBa8TCOvcj76PLvBYQLvR6)hk6rmg>ZC0o^`EHJ!XW&uBUBlY<{99LWBWR2Wb+ zJFNgma`JKv^7oQ(H#e{w73w!>8`#k;PXK=Abh#(>3eGB{iK_A=4(xnXYqAfvO8n@7 z6vvAhsO4Ta`k;gZfydb2kXusd_UbQ7zgHLv18VF1GvLyanfh`lpI~;!6nZ|8F6O?oth~FSpk|xw|rXfh=zjTqf%smh8G;M+e(fj&yX}_pq z{k2G6$%Em=$}xQbt@?H}X4}4q&*JfJWh0S(qxcuhtzBPEq-vRkD=Sc52nPCfBJ zr>_kxcj#~Cc4S!l{>CkTF)J_V8+bAX^TdPw#(YD!ji%>TN3RLkbkVN?5CRF8{42x9 zWCSYzx-tc@NXU>?t390cJ?U-&NBa67G8W9~h{Fd6~vp15&Vf%h^{bf#mjPs08*{6ASRw!;+Tv=LMZAw-|;;?EKZ>7 zihG{$B<~J^e4EHZW5vDA(IqKTsAJ~)nE|c%YUn|3z-M$s5zc=Ffyy-bw zugfEWQ|6dpw^*ioYb+;$txpn?ls=yI#MU5hXu@G@2B!OUtbr0 zTrSlsH?$X|lzKMe7*E8nPRJvv>h#`v#A;h@vE4YCzDL-umYPG;>8BChl7PtlpI5zh z$sP0Vt?VotIhVP|JBgHAVjmPWMVpF#2OI7<-)SxRRf{v2mQ#G17un=aS{>(q37rycI?L{Ex=$&6Xmk|!iZTL=ihMtIe&+yyS5D! zcf?5Dt(~7rfz@2t3)^#6aN^{!co&GE4IC=oP2qb*F^#z9ICPJT_q{Oqm(bW*Ut309 zU3%#g5$wMHj~CC+`rY#;vVQJSP97zJXtndM^X}}wx8x{k(g>kAo-Osbwm9F{>X%TU z0Yb5s4>!0xS3M! zaU9s))ps}WD~*QSX&EsxZ*|7#5|0m`7{}0r6;d-;PO`6PyWZ$z>}|$ad^UeBie3Lg zew(c1f;%lWS3}j}< zDW!*b)dvM-ztsNKNkDxbN4>jvGBvESWn6Enc^ic1JWpQ9bQ4^z!rSn2W zpETpR;S3IbC5piV?wZhwX%}Yr@JE;8dboIz6wMC?F?OU}7b@jV2@@k8tJ&Ay!=d9* z7f0C%5XclLlr$V1_)%p>zy{qVCyJ3MzWFPgAwnymc_!3BQe&dc z9V{{)&M1J3MM-@(3xZ=g;Np;(*#C{a`mp&Me@7r*h4FeB`h$Y_{Y z*9>ObG8O7Y-jlAAQQcDrwnifDl4JdN6dMx0%#O%KC!G>`9%X7 zgXBjGZPt#yny)(|54T_aY0_k8+4V2Jcg;&XewocAj4Wo~wx*K*=+&#hm^Z~jNI~nf z57Znmra4zE4aG@1f7$@nSv72tMdk-#JF-UMkBP{kNE#e zH7j_guq2Rv^lDKlctz+LkwMo6LuDrqtZ=v_wMF6bS(KOu+6LSxg)-%QL50Z+n_R?Z zKCN%XS|SKihgeDxp4F-iyGb(A9*FfcyPeg58Ou1V`N|bwFmJ>bHfKjhfXr1SrYPWNI@{cJL~ey~0=`*=F^o89|-a;WuKk?R%Q_!~kwv)SDs`jWBUH(tfZ z1Pl~8yPbUT4_X5#C`zFKU?vK7V-nW!JtGvGfA%`wP>0aIrXgXU_tv5hxSUP_w1Sh= zS6j<5PR4U7nuLvH&zia*OJ#Tfb@4=|2o+DD@y5as?e_|AtQ$e-O; zjq*F?RVt`<(UNqL5}nqn=jz~_nNmyxx$T}fKThqhaZ+p zANj=!OouLE{ZAS*1Rd$c{Hss(GKk zo@jqjt!}1m4}K-O56W&h?MS2xZmfNaVmbGcm}R#s&G2|G#blZ&g>0C#G*x`dwfu|< zQ4wd-V%Xtq_?^)391|QOIrG>7nTyCGh)6x z_}ijmliqaF=wUpviEqGNLk9C} z{jvnX1rfoM2Ss~cfK(2avOWLj+TbS*dRMMT=xhEKRUy$NQJ$7=|k#^#po<% zJd%xRb}RCP-tXvCQ9k3g(mf_*Sm;0rd;GDyM&%B1H);Zb5`EuhhvZ4>SOVUl-jDR& zp^Cc=CjD8`LRtq_v0fqNUrA1%P_zCN%o;gDO9Z0kQ-+~vS4>#$%Wr<3apyo5mSo@eY_OWo*-6{WA72F;SpudQjS;oe3|=Pp=en^V{De^2iU*N zhRv)atUJ(;02HO5F}dsJ;>GCPJbA_Qb(-NPV>7jFzvh$`)|FB9p9uNI+OyD?d9N6J zW0SF9>rM46h!>uPyce3V63$G>h%Jp_%0xBVXt083;a+W?yqP;~8?`OoWFAtSD>kp} zcxcnP>&ytEE%Q@rIV+~1GPOuNe+Mrps>q?taIo|tT=x_6;PdwVv1CZWuUTjLu?g{n zyJNGqDpQ=Vs@IHc6El>r;turIZ;@d{kY2;-Ie$oXtiK&CE81;~juLx}S`Lpu1WtEFqDitjPGnSTfTpKj?v?QL$*A4CoWmH|8k0WnlIZiZpOisCqf)eJ;3FC3`AWer zFXHDtNg(O2TpyTt1{S-s&9XNA&ptkF8RXcK>pz|4a?G(&KSO*qO5**PvU!dPKvMa4 zS(DCsw;BfVczrm^)ct#D#b`pHWzM-ZbM|*1;qK^vxK{~n8hw=7ruupT@&ue-0AL%c z15`8U15yX!*55L5SLf{{l>c1YWoaZp?%u&>Z0J?v}Zus9u`Q4t;1}lwEpcsi{kGdBP*w$ydf^FM@?}AyQFP}C5x$0dp zu_97tww+vk@)&O}E23q(dS%w7(iEPh?x`%z-WF`juI{AFIlKxZjq7l<>Wm+GGnprqSllLP~R1&)DvkTohM$ z;7i+I$ItKa2Q1X(FsPz>8lSb4Zxt~#ID;IAz^-7rA8NRL&n^UR4~UpyvHRMp2IM^y zgJND36Rm}DmsSD-D?Y#r>{BP5gc-NyKPDFtM;;Qqvv`+=$~;Iv6F%=qcG`X|*0w>v z&;oFu{dwW#hSlz56y8W9L226j58Cq(3e^B@ zHf*}^rU=^{P#l~iQ%@K66zvKI-VaNlt+Oe718y>{k_j&W#R*02nwm6Jr@T==Q91b_ z?4GwrlE}%%%~;c_r?7)gYNhrMnsLZN9Xb=JjYx$G0aRv3`G2Ul(Au?=6G}Sk$|+EY z63i}emT~VdYCS6@{)%S>(;=*`HFo!B z@X@t8PJ^x}M4$D_;Fe5@I+774O)u;UC5rTc_*~&F!E)F+a2EKplIGmCLY&HO6^3XX zoywM5N(zy4*+q>BV#A1tMayP~exH3mbv-upkjCvX>x8xn1@1O6zMm$fFy=p*&IYMX+YLlZ=V}dDw{4=XFVQBmK^oi8~gu!n~y4Cf67v5vQOdW`MTP$ zHJUyaQ|D|FG-&NTpcXd-H;$;EHu3mmmi(>1ov*Ky!x6j?Da37f_-ACkdX>hPSUY~h zAml)kj;$CM029Uh*jMHKDDkwRxUTu*@BH?kQ=7z^JOOUVUnknv<{7xKQmcEB$K>sT z6KWN+L{+81t3JCaKYE5*FHR(HD!=yp>Sgdz{E%02fV$ zAtT5bE*5%WYdiMTK2jC~e59p)6nqKnV0m)O3`8;-orUoKRHIWLkgE(~Q_bc|*t(1< zf#@dM6RAqA9{wobyM+idsT|{GD|}8oGWcU)3x-VA&d8w=)HkvR%{aMCPY$xfo8Nj} zuK%#)Sc0A4gzQ19;z2ioWAr<6Xr=r`uRY8-M=#h?6@T@ZyNLH{nkYDkg$YsZv{Sms z2{1h0h6i)AyQdEufJp+3Nv>60HRRUu_V6&zt7P63m-{&j>~kqJLWyXC2P9>Ur3RTY z!15FmS#MnYW287(bMB_-Jv5S-M5i+pq7U_-PCa@l+(NTfRuJBw*c|h(O~IOvQvyPs zyz5>S^aVGjF@Ab;=lnB*R?`sYrq0{-{{SsP(!M^mnDWUZ z4eW7Otv}=!c0Y%$T%b?3Y;0!NV8m^a?^CI^$NIDR)_NQc4_cjA5%;=PsAw;2%Ui8S z@Hgj58rS=c`PEJ8Tdhi@VZEtx744a18*F{X{OOymv;M8WI*6V+fl1F%OO$@qmb3z& z@RQCJaq@pk>~Zq+t~0~Lj}&v>GoQ-4L)SI)8HSZlQwr})%GSX98hvqEUKL<8$n($4 z-_EnO-Yiu6)sF}g+H&W!xAUck*jSB@vH3h#JL3C>v(n<6bB6-D5^J3Cx~!T2QOVvo zuE=h1$mUR)0FdxlZlsr)VLtRhgKrT%lnQL$emsAAx=3uX*cx1(4`EA=F-9^7^rR$p z{{RlPDX%q4$YfkBaNvG*=s|J^rFoab7C-QiYD1l-EDz4TH+IpFLsMdzFklxH+q3e* zf9as184vK9OTbD;jE~+5Oc4XHGH@zSFoBFyN|7fNpt<7$l3I_b%io(xx+H%AuPs(k z9DSMG-WF}U!ixvQS`QSh`}g8u-^fU8?EZrSFWIeDT| z;{+V>#V{lEj(0y(Op|)638p@|&0v}9N;-{*Fo^#Eq%wkkyPA!nM|`x**#7`y6vo(* zjkkF@`?VshWkEMbH7wQKk(!(uz&k;K$XKDBT?Ed^glThUP!WQV)lkqK}g9Kgd^hmmXmyBph`W zBu)$WIj+xSj}hioP6+%z)-lb*f2A}26~?8Und8slUYYn&jG8@?1(?-5%=|mmK2hgK z*V?49(WcQg18F;{kd54X*Q2uW#c=weKk%72B%j-gsyYv{o;k-_ z%0`hQ(*XM{ng03WxUF6oKew*sx+S692bLn-bBgS=*#g?gTYYJ($K{q)13dNjt=&UZ z{=*R3-QNk3_ZDS8dyW9EGsE+&y7k10yH);Rr}%xVYTp5_5BSLSOBo{@qViqcmkI&E zT6cwz$Kt;&fKsQ{n`H9lW`zr=QMiuWQg~itapJ{bFhS?uy!v~i*Q~Dz9**(v7$-dD ztLlJ%W>3#SR?Y|K+NtWF@(r91O7A{)S~gcvw@#1#xc>l3@|``EHH9)@D1K|zqvuHE zbL9U3O7XWimO?t@^G+!oc)pCee+L736+Du+=8w*0{eA zL_X04+QcIBf!u&_F;@0sF3Sh}P}=T)~v8ToTp%QranqRQeZd{d|S>-)DM zNj*E)nTB5Z=vCO|FB3OVu?HY9$KzdJg(GvN%oXr~nDxdDH^*8C(I>N=7;T#@2jfie zlZhVgPO+_5AA_TjV3l)R3R(WMh-ST}eu zHaZD7{OOGwChhH`P@{<=3s-zACf!xCI>u`v;makyM*#(D_*COpJpTXztT7AsOxB0Q zcBXO&8#`57xmnW+HuKJE$#IUgOHq>+%eRtEc(8h&#UG6s;l|!Qd8cvdQKmq_9ckyK zbRSDid$%5=E;*|&Eu1#-mmB8KYO06#i&bR*09rr*R+RKOag^Ogji@G9zO^YTa^rx# zE7#xsYM#7TgxGw#wZ1>TKb?EQ{{UF0AH&+Z={L~%?8cudg|6G&NqmnKa!9)l3b_Cp z(uo~xA&yQY^2Y4?)^5M5OIFpX8{cCrzDyw|+h$nj{Fg%>2E z4_?*a`mg+c!bt;;weHZd8ZDBm?JS8ziiyei&*arnuSr>;J#f{a$CK+> z_n+(F{{VW60bf%Od7@s%Q>q=Hj`*(>nl^@06AU`_KDF)-A%{!2mPX)bZhBXpU+9zT z#%rrjC8daDq(cDJM?o`@$fpBIJQCVT<=jN^$>>ElIIS)sZNSo&$l{vPtv+S5BPy?ZC2hx#(1lPNoq{5eG6?Z!JVz%KsO(k zie1ay2{{frgXu~As?tCYm$)8xMJCcK(piIjFc9RC1H>9pAI@8wl#9aXWo z=D1G?L@#_*WgML3^fmOIwuNhNg0U#$u&q6jjH|OdO^e9YEn*yj19SM-K__h0BLc^- zTL3unTlv-LvA9;2Ij-9wG=3TUXf#s*$8Z3qo=C{Zr*!E_NCV%e)|=0NuLQq znr~E8U5^sC@tL=~n$}=LBaj=lZpW@#>JeMHwvE#c$+szUQZD;GHTAcaJqgL&3Sa z2%C1dKQ?Pl2+SH>QD^2zv6{)yQCj9%;&v;NBp&^%Hnkcp>Z_Y_Mlf5NzPf#f+0lxP z#d3M9?M=qkPkN@0D=8jhV;wVHRF%<4--^P`i6%ALzwK6Dr3^7@5v)oAGhH>=#jM!YWlDTXnN(A=8+k8ac0;Z>&xyG zndT_mmak2{$g}I7Ys^dk0Hn?_{6@NPyP4H@D;1q`Ov)=GQ|3e@;_3L?-w(Z!c;;4eka6Kwy-OG)vIu>QRj}A}G>sK$1F2N?MTdJG5 zhB3`8)ZTUchzHy_sh-8bYCO7n((YXKs64($0-TC@$gWtgcgpc z*5z|1%q>Gpj^h41$z;brD*FoFQicU!Iu0s5sM|xRI0vmt_%`?h7#%4|=vIbx{+)Ak ze{CpWVo}r3=dD)ppdLgV@&+q@Jeb#>)q~?9n|Mt)Zi#ywe1Gb}J&jw9S#O{q@K_qC zjf5xM3f!MVx`l1-o<$Mv1ORKMuflm=%A>E$wlpyLA~+_pYZw-K81M;9nH=&+pa6i_!l4ma(mZ%;G5Ya`%RQ( z6U<&&pB3uUe(C2_h2^2j>rlKGcah3`$raB&wSd2d52bW^<-ghWJE(&RFi*@IIj(m+ z{G*}iUWOfC&_`Xx3?`R^SB9XAfHG>SxfrmohGo_I1X_ za8I>Y%{@Qk!N1=W${@8SVV_!jbNMLB7dyr|rgx@4K~^EdACRM(GyJH@t3h$CjC|dy zB#@y6c;~%KA;OG|(-pk4xk&mEQ6Z*uvuQ`{vCC%vs7E|XZ=%}$NI!P7 zH1lzIWCB%F8twx>daeDE_*}-a$f}L}S?O5F(IU&(YC={-)FQw+1fESZ`!4q2v%T%U zdYqoLv+25$+-!z;nQ@TCfXz|8`+lBLW^@eWBWVpvJA*0A@)=q;Wji~lt2SqTlYfrM zk@qkn+*JDSr3hR(uR=@DpPPw13 zu0Q9XuGnsHNaS_|ETC`?6%4<6K0k`AHg~tw)Dr#Z{{Y^ugk)IHwIR;j(L;U1^q>*j zcoidp;5sMGDh!(ML?oQ&gWkA51{_Uq&+rQGgzBmXp{cn;;^5BySO?}c z>^D!k!t4IIn(_HJGe4HUIAfE#xv>Yolx)dTOVQRbf!?FICP?3U1S5lkP)Hsi3275O zPbQ^`byz#OQOIG|xsyG~!$Q1eRz6vJ)VUqSJY2{LSz%JR%H(39XH%b)sPxWhH>lyU zVNew#ZcZ{Qw(!I|w0PJj&AEkfa5AiAm9v5OPX@bx3&3U3BY!x?H@5(0w!{2KnVWwM z*N)xP;Rf9GtFYln9OQSZt8;5;1aCMD=L31hO-VJ$iDPh^{$Qr>ZSou>)?jeOo zohqR|rk;)+Rh5BO3HS0KFc9FYZ9aYjMWrg($pPwSpNVD3h0^D6tl2Z&r@9HmO|@m!R2a?#GkdF4kUJt>pMz0 zUrL)3bFCM)oA55;&!%c{>g%~!F!dGT{u{BqV{mUIm7XA_PUD*P9Wa&CVq(C%43JJS zQzTgJQ=2i{4l1I_=0z%cD62Y&A7xRV3yP;2{{XMY_eEsQB2$AuU|&0J;T;6}RCDl5Y^icI_vvc~s@^ zBj_f(Z0&B6kQbMAPpCccwaeg&WO{8b4gIHp}hHZ!V&S*{pb>g$NM<(jjs}Of^ zeJbCV!5OUWOclAdC#Gx4q4A!TMWJuRo+G%`zq4VQJpG;~Q=a_wtv?S-Z~dO>1-q9U zn7JQt_r-G>gMX&LamK@%-|)dHr_SIpB(`zsUrkToK35a`W>@gl%iMU{&R4;2FbvbY zOgDI<=z>4iCtj6b!mE!M*^|`DFa=xjB9Hh;uFG@##NbwS5z~f#>DFJ8z88}+!~URf z4RMw~KZR2u95Lzm*JFOnd@$+cCsk7?!(hX{Yr>A_w})4nGJ!jCO*|abaRcNN-y)ZvO6X~y zM5LmUB~SIMRc;u0q*UlnnxIuXpY?~}??y&xKtD-v3;VWqgJ42kP@6BI8i`17&xwg5ULjuYQsli|?&h_Zi`!G8~%zVZ; z_sOqCjqR>AsG86ikVo@?I-1~hxsqtM70%fY%BQw!;Tw*l<##bGC0Jr+Xo|>jhBdvT zN?c6DjAI;D7S+hZFg}HNt*sL)9OH2OsP>@d7{s4PF@)iYDc$m7&hmWmcUYZoWfRrvtQo}ASSFZl{hSEl4I z)_^&G9)Q|HWaH))!a#-eS%!En2kTwWkALJ0pYMv{tqXr=NUi>_aO8bz;wfwzgi96W zylOCTGEIA`Wa#!vN`etFpTfK^RT#a82RwE6uX92MkEi70zaa#Og64RA9~Kz4kot$0DiAYENBBc`HvW?H|1JOcK-ltr2sX`{{UsqSwx5dBsWY~ zJEM4mPV>YtSUfwMW>@Z#D{|q9(XKWwTR9sCtY@`m!!F4;hQS>TY-u-% zCF;d78<_rd^ks83u|`tzTD1QF#h;tns0JsK-=%by@JC^JFqMDNlyxaVs3HlO$4GcX){Ppdm0B`2j@s*ut?xib5t%Yu4S8gPE~y=1&zQY zi>BwcC<6ZgC$%Rz#ZeY_o3r+VkEKeM(<>6w6ZleW3seFszuDjW?fFsUxfsiSREn~( zI3qj|4}W^*ykC7XEEdrnt0&Az?_23^$(Gztrxiz5(nhNY11ltaDa8YdN1qjuv!33E zn(e$5cRbd!Tg=6lE>PBNeiObY5)crTlF zQnpDTcg_H=pTqiBmger|PVeDER{sFu7LQ1p(XJcJnnRL14r@q!*K)5#QN?K(-CX9J z+LeulQf(M=Nlw*EM7NUO-bIosn9YDAItR-5*N3 zeS%tPrB z75@O9pVqr6Y;#L-@A9D92Tx9Fl=B_f=dYz&k)%+eKqjioxVn~6l6`Auurt?my#D}V z+Tec=rCe3P$<0>Na~_pyFh1w4Ti#EmE0$ZA5~ceAXuW>_0Q9dk-UZFqAH~IbR;Ewc zQ<3-o0Ht}heBAyc*^k0&SxRDtGBPv#Lb@#zY_8yB?i`-x zx$8?YbEhcWSDNVjKM{&nT>a5qYv4F#@tV@c5f0OZMD9A*Gq^HNLgNT{^{%4m?Y5Zu z4A(kbOQpTQP!7^QwG{UWjWD#fF#hcdp5&2=<@{;BA!8G;$6@)`OC-p!!X;d(UIy%T zu2048-esa3uOBFGYoaDi3E`ei#y9|fN*T|b%6R6a@baoda!051s9)xk@!pA*OLApq zZ;*3V5;p$NF@ec$l@+=!PVA04ioA-c3V?IZTFpI6kp`i;BDP=dsN$()gOl7<%~*`Z z&uY)XBy--0Zd6HaOB?9EQ`V8?K56$~@&5k+O3rUXSZ+cC4)m+L znsHOl){_KRJU%0$e+lm9n!`BusVXzUuVC?!i{eDxqe<+-xK7=j+-XzTZuO7>x_%wOe$b8W3$tj>8snwGw2n0Di*JXbYz2-K#?!6vnTw`Nd4 zx7(hEvS)KO<4E0GlUY@gWkM|t*}oa!`qP*XEQ}LN-xxbj0+fQtR01~fSl;N+Sia!k z@+%v~%bQqhY9afj$?aJFD^k|bqVn8<_|XTb-p3aT0hMw9;MR@Z+^;pPetR@(!z-Gg z`hCjDv7s%2)}@NlSmZ}|$idGw**G@~nbNA0vDF44M;YR)-mz;LhTfu{9FPWkR5wh< z(na>KA>BytTEyd+gEEp&OjebY%7Ol1tVdDSvzZD?z3N}Wy;>=_oD!cS7G?}s=O?)} zluumx){|pl$6Bvqkx8k-C&!h%Zq0fWbU120Vi+!3*s~$!h6ttu!3XoM{#`%APa`sj zx_4^I*R=f_JuEe$jb#nUM$K%hYG=uz&!;+knC&2_!RMYc-lRf*v!*#LH;$tf*68{c zlX;^gmpeq+&NEh~M5A+$I0HGT+#Cw;*TUK}Po3%z`_~t#+a;y+(I?D`-z_yESgoJ) zicFk;^{ce-+*(ieKl)-JnV9|K+O+=7pqWq{?=@{AJF$3CnEl+=Gj=pY4dLsC7+KJSKDEwj{$-w_CA6j~84fZ9 zc5(PeQD@d}BmFNVve(!#@^7))?Q1-A|#>EXu z2iTiEj%j=zxVD(*_`j_`QzY0w6nIRS>||pbHdyo?^@bNzX5oP?wItOu#8(|-XR{M9Yg@xyY#jX-8uW6E}F z>Q6#B9g8^a=|LYU`cg|Ej|IEZEUPFXeJNZN9gf?<#Cf*9;0o@D`Hlu_gYaM?TVFw5 zh^_{9uQ{dEEujjj^rdi3y8AU+Z!s{;oDrIh@gyooA2l`zYoYY#6oCotQkE*%$7(|7 z1B!*YcGBcC#zlq5^+R4aF=UoZ6P?GWdiIH#q_Vgl>>BZ#rDeF0bHHQIrE=mK?_|qO zO6>9zfg`qiG3i!pS=w!-LlQB_=~f`pu4K1ci3n9E3-3~`q>#4F-@IPqy>dcVXSq_M zwTG+>@-$O{JXqr&d4C$IEsT+p@u_%yM^RT0$-6SZ%EPCITdjI0gMmI8T!kb%b6iBu3g!@?p2YtED$vtBPi>*;q)N(NSpM%lYUwtm zp~;zARJA&5?J5mJZ`vbvWPGawTFDBClwj}xIqy(u`kHDQd>2AJf>hoY(yV#K*eDzt z^iyZcm+hd66fG2LuH9Q4)cbM3{c0#VOjO`gxi%0EgVMPjXn(~>amHg>>{N4Hjc~xKi#JI=1YitHf6SteBwcY zjPXy?Mm4k;&&yp4#IlW&C}GqCP~D129vP?VH`eQMCD9^j0Kfo@S8L(;=av$)UCARz zp#AQZvErREB^J$ZXY*u-F|JRwVp?h1jijDst(?1$9D_;7-BVV%*=iwUw2N^d2OVk^ z3Zh2O3@Mi)?CDXp;skQzDi2CfN0E))s~IwGky^onK`$8|VXhm*e?Gr4To0Xj{42TB zkeDXz`@>#u<12|E@oaVgVP_zg{Ht0TnauOc&{t5n9RC2UZ^xR~@Uac4u;6@|tc&H_ zs9Y&*?Q%a_)9|+D)p-8rO6kNW?3u0w+PXUN&)w>J*H7TJ{{V^XKQPFw>m35({@G_q zBTd=D7VC=9@O`tv;)RXzxk&^H@*^8G&!xrGQ>4^SO1u96R;2#`dZE<+0OT1iI|{LS zGLeD(`j1gx_?OB(MS3?rQR>QEeU(T3JO2Pm@%a>aub=N%vn)BV5B~s6G5S}HK78jM z^-#Ue3}A>?%|ZUy{&nnn0M3&hI~wuS8JZ!H!w=_Py`$VD8Z<{~F3rFnN{aK1HF*_+ zi)O(Gu+2pA2_q=k=hC8z`CldCDb6bB9mhf|IyK{0W4=_}OxZz8wNcPV{cDKvs3!Ij zaexhXmjnGdf9sd^t{29~{W=l;$)$>Z;aGo+8-ksYgl8_v$bU&Wx3Ds zSCv7obJL&0a)s#v;vZ!-(D-ikVA7_C%#J@Xh}`2f&s<~eQE$Lp9<{5aUfEjN%CnR_ zu~1K~eKjdAL*=nie$wQ+1)|${+Snw^A{j;)Q@lscy?2mt<|j_I2Zts`@l}fk9LhM) zYPGLp{t^qZoutT^&1X@Y;o|vC+t-i#C?GR)5Aip(a{3Nm!#z*R$NJYxsmkkYk+jNj z2XCcw9vLOPGbcIukM*o#+0!W8ED8S4m3YIt3i9}z0=4HyRvSYkd48&UX=N7^?Yaw|Vq0BP(%{S9DXwGO!>@fZu90ZB@|d1Li?=!Vtv~oi*CZ{#&!MdS7U0`R z?4#x@fPE{ZyRds5HFY6&^2opvgbZ_Dtr~HZF3d65%tbofuzDPP@%@(hqTP~>jQZAm z&Nps7PiocFvTxar-`*UI9+g@X1)jGQv!Id%`@q&QUh_w(QoNNI$?jILVf~?Ro(Pa| zezo)tLd2&$f%#X6>UTCbz9O}kPmCf4T!CKKAtK)(bz1ADk~}e?W%F6t zT>b5*8@{z-6^bMgLOxN@b`=TagOO4~e|wKw(&+Qm*~a`!BkXqBz{wb`4-TVG;K&4F zkIr%zsphDBOvl(P!5{L_4A!TGUP0j)%pitGC*>JEYSTcLp#`D-*I6xMog!5xQz6gc zUST_=m(wzdQ|Dov@z%Y0bqzw|@lh?>J9bhfEV%8~yp7e&k^sjGD`$^$TTy6=&5;|4 zm4NbELEkl}qFgNLa6&5J@+$`ORgNi|KbwWdF;_eu&6}=r7-t9TTGZI*PgA5lGgaL- z6SQ(pb5@K}D)SQxhD9UqAsMbyT}}HR`1D$_)AOpjdBuuVl1)v^vng5s0LV^r=~u|z z_*DxN{{Ry!f$drcgG%9JlJWV*il6U_;_Z0RBqIdw9e%aid_eyIkSc$^D}sV_T{c*A z`^GEB<61?DlIn`W?gH+t&5Q-@UgV*FvMkG<0wxcyO7P80gLx0ob6)6#N2A%C0hB?5 z&`~B-QObD6M@?qlIOYLe7kK{Q^{#?;m|NRnfef7Ey?lUdqo6NySX9vGQR&E%{_EPJH4O*UB46uv>e_GGfGv-^L z_UO3E*Mu&Ic6a$~qanThD<{H6SuO5AdHcptcK-lc+LeCOrd-Fz-8?q~KIXZf4&2LW zdn|H5XO)0oGA=?6)k%uRmGqY+n3z5r?_>H@nsUt=>@krZI`=iO>X;uWW~MMWz&IG` zNg~{iCVaPuV@;rpw-t9$zZN$@)5-qv{+0DQ{n7NVlzb^6kHtE35BcZ^>MQEVh%t=%RE(#1 zajRJ4oW_5hUSK+Rs#n%>T}cFx&E-iM#zjZ=eM_R>w+EgD0xgo`g<6jnIXMgYR3B#4 zdYwUs;3)ew{{VeO{{RIPgHpj;j=wMENJQXg_p0M7?~^){w;}bLU|FYN^tq?{g{qC>l+_d8GWQ*l4=3%BzDY zBkNDd0~r|}^+WqA)45~#(}tI6*-1ZBO2EkOSx&QRcLH`1fmg0Lic`oTO+y`(taAxt zfNoKMa%y?AscrcaB^~M(B;ysd_kz{FiOTL zp`Eb6b*!yR!UImTSq#i%c><>zUT7S7^8ce@1<;UfnApO4?X;5jpzJ%&VSghLfz#$T#DTQIIg=%O{x;<-b%N%4QvZ+4w zzI;Ug0IUZGu4&3Q1v4_v%H?hqn1_ zy9UlqDF%IM+~$E?u=tL-d?&gZV{?<9+*8dke%4GyR?j89Rn+mB9IrOjmC*CBkfw zWqQ>?q}g>b@O`Q&RkAKr?#^<{A8)pN^nPpDwAC(4MCdmzK4L3|O*+XjwiU=Z99EQ9 z2@&HfigT>4FJ#WTSlMi2Mv^nN*pe}tqR`@8hE@b~&0>AGa4Jqg=A&D%gq3bvt!C;b z3X?}tt09U4c5D(3!#!zl7h}&L+6Q4=(&`MWx6Nz=nk3YWh{2rmPud{lH=>NZDBG8j z&o!OmBvBQycK`xU6+m7T8$+B5hU!(k2qt~o4@ydE_eD5pV!hZ&n2B2?^OHoE**Gp6 zoDM4E>GqPbaxs(Anl#HysRsu&((yNij%eZSE1C*PK>Kl!DU%0lcN=gqP7G89-}0{l zm5WK0ErlYy`Ab`!(N;$xG-X^fe>z-`QC$c2Wvk@6hWDiY%CZBPSMsjPc%D>pRKxSL z11rvP?^&)2y9^PYhPxr9S^ogfCFj&sk6~)y0|a|V9V@1uH7(2~gKuMp1mhc<^QF#7 z1&PgeV@RUon`u*ckN?uLu%t<{?Yp?#qu>Sy_ zY57xzkz+7^Dj=*k0Y<+TZ6+oQ2salD^9~r z)2yPBG%i+Aw3;QE!Gv&fJn!t!mK{iAP8M>X;T-$dpp6?x8>3)&ZS&crT z`lQb*HggmHslO_T?B^U5Z_2%5W2U<8Mo>qkR%kTW8EHmpo@Wk%`lQb@u#J~qv)zz+ z&mQ8v44@^x_5sa6`c9Mf*sj*;gD0u2KQ_(V{ytONn(;BUy{$vi!o%64Cs2fcXUKW{ zYJUv*e`Ybpe(A~Ptlq7i)w9L+#b3s=?5tq0ebH(|o}e1f4=z&bN0}XZu0X-6`ow#* zr|2-igPO;eY>XUg(x>|>)Q(^^Fbt=f__Dth7I37!*wMjm>rb7&g0|r74 z>h9Gn<4_nx-t9<#v-7m12R_wn5{Bu{+8l-CPRWH*NXKf5(g`DXE~E@sYGkm_5kfwK zp?|QkKP+O8tf4A(EMD+pgC(asM*I?fmFP(sW?+LpmFCvhR(AeaS^T6%&&qq&%w8yl zE>`)t>CGjHS0&-(_dBKYwvRXsy)jIZ0I}}gp-JFoxYqGxPT`H?lj)kTH;64JLL|F$ zllOB?;!u_u-0jM#ITA;c{@A7RN#sc%zs@Vqf3-C1j7Z;@r+;f$hQN{k06Nd>D&?#@ zyF2-jW3#v|B4c6WaIYVGceuEflW*QUWLH4i#harkkosVn%3ti{k(>am-RnA)l#fFL zCq$ao8<85Lw&Y%e9V+d;y}@(lAj$8xt4F9q8tqw`J@ZdG&IUf!Asu?wF_Jo^S+{cA zr)Om(bopu-ZLMV(+*QBYIUki(I)okOkmsJY1KwK6_lx~$s*2$n%tx|imwb|;jd%nM zVz7>ebzc-)!xM&uTXVNTTb^~11BO3dltpo847rSKAKqH1R!NbGsqG_U&|rorkz$Od z#9Ry!PmIK^l14}SRm3KzYQOT;`g+kF{k(*qHSwQX==#z;hlgjSTQZ)EnEwEHRiBg} zzMuEduQp9e(Kr_m`P84<)?i@VzvoZuXkS-nq$phHdSm_JT#l|){6ORoK#Xz?VvSnN zwhi2$ol-Y;{&Tc*u^yz+^|T*WXF{M4;vbznl>mI|Pu97EbqU62Kbo94mhr2=TeGbt@imCt7olBHTK)L?S}++HJh%ARC}9NaNLxb zLQ`(@oPcZ0d}U{SFOBVF@^^rz*mV`wTk8HvaJPkbobYQd{&9Ia%GdG|0Uc{vSfvtW zL9@>_KMvm=MowZ3vkQUl=o~En#b_o~7=0+J;V#A)5P~BR-7|j}< z+iF`o%UgT2xEGsb2dOp4tE~?ACX}z#^qHb8i<68uH5Qz6Vc$-n&AB<+YKC-TPe#PABkT3R5Fu=ZiJXZT2=kiM5aWT!0~xM8b;bi9+64aq zz^YW%Sbg0@jQ;?&Sy6Q9{3k@I%1qw6O}Ak6K3}DI{{W528jK(h;XSK;wS(vH7yFLf zb*_6`M%1qsV{jX2$6D6Cbtn}|mn@EFKEKMdwN@j@`FJgi*GP27Cn3S7$D*wF5H-%m ziZ;nst_m$FTZ*sS7B$2ov=C^f=CcV`j;YxW#E;H%{DPmCLL9L4V+JOX( zwN$JebT!KONbd0C@qk$I`PXYK2`#CLNR+d#+~TpcO$J>vPJ2-Cl3yb|sYekJ%9Anl zVCanPJ|(xtpl_>;&8$P3A>yFU+@MC8td%lEyiJDmz?H0dp2b!9mqilvB%ohEp^ zxidFzeJPkKypPtpseBWx`G*#a>z<%fAHiDI-M?aSo|zSE5fXiqIl-PXxfQSBr3YJt z5snRMCxdl`P_1a$1JbW(-Wb&_wOFT?(Sji7ipsrc$|kg-X&nKH31SBT)oaL?>~is+ zO4fT>capG>4M8QWt~NcqjIGp)@m0BxVw9s6xs1&!Q3TDpFE?^yXgIA{rJ0v(u{%P& z7tHDGX~#&4-{-cGgK@#_QYE#*uH(ac4yWF`V_TJ2(zGbfT*o_f!fWP~DO|tZ$4aGj z36^)uZ3ou6uk4uGUot~*TdxFTG?Qp>+}pFan6iHk>T#*9&F5O0ii3?dF`KYb~qglO=gI2re^c$35yh#bXW*&v4421R)d=ZEem z)NU?FDvu_4t?1%ljB3%7IT;CQHx|k0O?3Va;9Q^2^Qi7TGUJ%RE!T?C&@80WOu|^C zJH>5N6Be{GSa}^_)FDM6AvqxOb5yTxmg!e&ZQ4$0rK9rxNMsF)g_|dDmmtU)u1{?n z8!9au8hd}BDaSagMq%=db*5MgCAE!OTsGc8rIzB+215gbOWMSK$&~EaE~jvM;8oLb zq-Lnv%K*NfLoiUnt@*ZKf3H)TUe+P(q;oz!JG4|PKa5wL{G38yB{PfCqARtlR62 z15(@ehxxDp>ByHmbU>>1_w1h(j|K)S|il_)t#v+^KHNDr!^tg^voaM{yD7u zM_96zqVi;E3bsfFm$Zm`CQmEGx?Rzc2|}b0rv%nFgdIX&TcYg)461ooyFG zk7+K};m;J7_qt7+vq1x)Zl{dmk7|S2Gglnvy)lOjK*<8BopRIudB5pZ<<~8Iw#0I0 z9kEZ^6YS1%asL1n3|w{H{HrU(wyzUg%uW=J0XeRc)>{K8o_lG0;7JFLhOs+G=8$ zGyy;sG|Q8x>NfXZSj{zHpphTl_Ue^89e@#;n*3@0mU78Jf4{ptOvTk z#%%|u*`+^1f5M`FjQS`!7PEe5{42wsc0OLTpEs6CZ=2B3VV>Rp01Kx|X2RIYf8byJ zYI}TS)57Fw(*FS8fBkClCy`>sORXZre!&)j~Z_G|5c$_xRfoA1;>P_t5_U3XlF5b052<{{Z8|{4296sxT_@$XfPdRHsL#e<5oBUJasL2p#d*F>E_?K; z5$H|vhs39VU?29#Re63bc%DUM^B}_vAKeP!xyMpz4mT(u;Ps$qMd7`3?0W3CH(C3wUG8pupvG#WHxBQzUVgB&GqaOGbiwNJ~u~LgQ)gQ9QP=T}obcRV(uIQ_rCN zo9J@4Hm?okznQqQsTn6V9Ba0B`Fr|R&3jU|{?WJDC=rA?e|n}hD_z6=C3!xz(;BOg zNPiYfJKKTZ~IulnqiNrZeA$U-F_oTqx*NTzmh&vxJaA}5EOY4K8 zjeOjt?;g_lO&dE_Hi*jn=C?F^R|z=t4&#pXm1LJf#XOLmYkx{f!aEgDFpBKv_YMZV z;JSiH?B;fJv@avAVwuzXGh;IR=Zp?(diY%~lXBB4uN)Cv6`YWQe94JoeqHB^P?eBM zI-OE)F(U;VKm(IppNQ>}>swIdF4W_i>kLs%9AJ^qV{dxmyilO)N@B(paBC=4Zgwft z_e(lD1cG22b{KT609zyFz|B+9RaU{sWgjrBvPe`e5Wmv9T-CKX{hPS&n4h{oI$;@g z=e;mb&oMInYDHx(2qUd7Vf!{kdv6?)2@Y~SDzHe=nM$?~HL&qKeRWin&lfi(2nwix z(nv^$bh9Ge-6f&0bayGz-LiBn%_801APo!By>xf1@ALh=?|J{&bN0;h%*?&d%-orC z@14)*2WLDyaY$WH*7%v&7gc71#h=2nu{2eb((hcp{6l%mQi6)M^|6y^*znbydh&69 zRRv4F_v;$Wv>JGCDiA1Z6^4u-Q!<0&|4%Gz$U0$|?*74mYujsg1o)1R|0kLse+DkhF*>xN zbtD>IUP705nOc-Mc*;XvK^5%GfHx>R)RncMBqT^6*QIC$Hv0BtF-gdHQ!GXS6FODFC^%3+!`ZjDm{K7A@buy>L_KB zSN>GqC^da@0V#o32SA5~IG&-Acl4bE<9{|0xK}Uly)KS?sm?Nag836^V+mzSE~OaY zX&PnuIFU3wUvNR0*0Pf5bd~o9o4=iLX{GL6n)Ko1x3?db$LS%unif-P-`+|@g%U0w zFFzwGV!`=@ihZD>r4J5}NB=IJBkM&N6a-J-LDW$@cMyg%&nbi{iy z5Pa)MhN&b!#^2#VXH(@10F1dN8JlKbKI+Rj>oBVJ{cZCdw6*NojS-WBvBSe8)1Ooyl=T?5K%^3?%E)(EUT_fV}({w*hbd zSbg^1iF?OUnO5(~o$o7=Rl2Demqn;Y_cN4^H$~W}S0#wOI_Z<^;zr$?Y?r%fkAT_$p-={RD(FZp=TH{7VBysvq_lcOHI~ot zREhM)ih9J>L^Y_( zX;f98@JM45w(p(O&6y(ia6nA{>Vfq7kyKAyKpIEI$JUOO+^|D%Q_&ytAo3=1NZ2t} zouZ>P*E3!|@&c(0Zw=oe)Q2m+NyV=wYFgutRU|1UCsUDW-tV56NSqV_TzuwA$882K zg{b2vW&*m-End0An3M55hitps5g7E?=K>vVth0j%Xwk2e<+CJV&t^P zio6$P9m#-o*)EGU=FS1=fI0b3wc=geRz$6Yj~0p8-A?oAL&mQkXiOnu*hEZ)i4jLK zABL;%V(Xj+yxnn%(F*KqN0&0Dzeqc)@MP{GAP(Lb6eUdk>9S@T27$6Ac$})r^AfVp zH=Er+9wM{zS4<@JtTIlQL`emkQ8Ohh{p-ntf(Np;b4n6BrmXDv%E{yxJ%S(5Sv)q1 zU!*lO{8Atomyd>#pObu|sM7pZZY{<0D!02v@VdBf$tS!^U9>c?IoV4+=ZR78g6FOhJ%9jFBq^P1f zuG_jq`iu6hQ~hTe2agO}5hgUO^|`bezsy1UDh;5=)5vooLpDN}$iI0*GhdJ1s0Ub$ zMtR9;HC^Xt%V#;A(@e~K>ldke+!gw{x@0m|>MXbsXoWD}lFB~94rr3+*gDQmEB$-T zWBCYyd4 z`5=A4LdsG6i;ler|IbN^nuuYQ;k-vBYG6K3j@^gSu)~VjKbliz3O`6o0Mw>)7v<+F zl?b_%>yjnk;tBpkuLacm8C<8Vs!D`bQ^At;reKbv;;&Xo7b0oNmtK)je!+e43!hne z7aQ#lN;CtIU!C$sd(-v-q~*juQ|K{XL@B}ZjqIOsbErC}=Tt3r|A0tyvs^|oc1pL- zX~nPTfjHxy5 zu|_mcaf>ltNKKJ@7GJgB>GiKm}zL5Ex)WDwI6 z?}y&$#H+l1Pz+xZB%c$tp@l`-5zi6qzm}BEtY#6|_bviMnv1HMQ@2$(toEImDhiDl zQOzZ8aS+PF=|kM9q$%YA+xgRTYH)m+#B%7|c^~NfX1bJ~~=9_gCHkes@RnA*}8uG%1RnW``!JyJw(bL=<5fNrH?U?OQ-)u*)|s@!R`k1&$= z|2^pgeSJ0|S{seJp(Gi#4HEKrq+5tpWI*T@z9~uuB@5ckpFdNn4mEwyBb5N!d7#St zub0p~f49`FVq6`)hc11GF;YI#lNF7^sL-WiPi$o>iX5Y`uG|E%})!s zF?OLc7JDmS2`mWhR|g6~3$dms*VX(1>&!qfCkw1h$qIyPvcS4LYKQMZHncgEY%M2m zNI~mtK;Bsv_WhjLb3&iVE6>P9*>{Ht`t#Y*mTUHD z3IKU5ws$`r8i^o($^_}}T*yHJbOL?6C_s<&TsQUdpmomFx>BmKri{rxjv0DxcRd9tG9{D)G+3)I__%eFSr3iSJCsR7go3D}Z~XEijgNz%8ChT7ka0>DB9#Lz%~Bp!>aXZ&TQbDSF}ofl$D$;;(>_JpbB& zZj056-RuhI{zL{|6Ya3}D(+H1xKUus`@aLTiu5D6f@vod?Vqv$6)SHQxBfR&R$^R< zNIyVm{Zt-5eYE@Du>#LwmAfkycp{QOFaYrvm;$H*8&R3_pq%{u+P5L@~Qu_Bb@g&IN#?JGldxm%5#- z0=5Ca3-dY`a6dj1H zs(t8VNx-_`v`-($wz1Exn!>*0f6q8K{kV}{qyH1g4w`*u$-iyvj&cdzoQf?0Rt@bW zR8@z9-4hCf>3IrK^ZSa04ckMt0gg6w3heuy0L)7m4;*lQ0yJd~?G zg)M2%3z?@2h5b0wt8mH?5%YZDf|?4TSC2IEF+15SAB7AZGx7Vp+7%<9x3|aRhkMY? z*5iLmszU}aBGvw%TSvsY(*v#Ulh6;iL_x?mN3=-qHV)uLmB(xA3)EP7!w3A~*y7Fr zz4$%Ay6lkv&ZwDyZj*w5aS3D7_+1b)=ON?&ul+=Y^yZ~H{k11rz`H|C`6EX38I?M) z@@0zgiT4B^c9J~**KdJNs?#nbiZ_l}KFa-{SWQayNnld9r~%8^J$Avx*kB;1@NAdy zKI%WAWN#Z}foUBCfP!EfC&sYjdRhM0aPj}`RM9hA4s?ELB}O;ZfjIPc+x|spN14

        #n2fbHEE1wTqf!g>17`td02?pu9||b)4(J^lFa3Xi z=Tg3?fBE0{(%a8IjRSXFTxVx8&eb0NLm5~Anm3Tiecbzm$bH6`Q3jpg zynDKm=N%QeY>B+6WbV8ypk0YA?iH&Z*AiOE2HJHBSk+uT$`k<*^_EO-X1z={r8r6? z|9g)7JKcde=6Ki-D%(RKjq@K5h5=5ZPgo_7dr$JT_amYj4+biL`oNe8sT?Vw|3l$W zL%MAjQ5IbkP-#Ez`ALc8UZr@aUMHv8{2JesxlRUDN)77}IzRR^xX5vORJxnKk2t2% zvn;I71!v#h#$FWuL$T7gM2gWq9*klO?yqK|13xPDu=d(6~BJXQUq3IZ#Cz`E1>W#DRf0xtNLFa!# zLJ~Z{7_$*vzycol#4v9jN2#Z#k=~%EOB>$jWP-zULIff**_^<8A|@A;K(}`utYhfy zr~@lJqoYrNm$W_F{`b%?p<_f2&zbp?nZMiXEYL|2!jOGuU^U=jKdRwo6?tEDWx-L- z-M~$aq8k?QK_3(pd5+;_^c3IL0&28Be6pD^O%ZF{mVreBY3; z<@;tyIpyb40$|+V&X=_r=P`^kw24ZZZ0+Q&g)=<_Po$mp48!J5E^Y<@g8|IKa;U7g-}S!Ryak#h%!ncnpOl@=S_e>wgCA$IWa2GjOC_l-z%QL)dsj1gxWO zai4vl%HqxHAyN|w>pRMG6S*wNx6U) zZ#sbY0ntnXYVK5jpHnr2PX*r)nl;59J)B$zFay1|Ujdsy8RvtA8<`bistGuOI<)DW z|99F5d6*3VzDvdX>oXyLzh~6rbuKc!?|RKy0Oh6w8Y(+lJ8nj)bWD#Xr!H0r$>(^V z+Whu`BF3|4*Pu}39rVhba+!jX6yjp|59Ru4kE-WRJ-~j&n`2vL|4_79h}C-|k)k8n zrO2>VbPjn}fLv%5vGCVKR#N-8x@KZ|n~I!45FPdQPcqwbPnB+2vX3PXm>}Dj!0d|m zn;DQ!p^C|45OWsUK@%1ZE`wZNvgRlh;B@5}-L+vj@)#MLVDew|n<;)Q^`*N_-&x*FfW=&qH1pIIqSv*ZW+(VG)WqlLI?3FT?>?0G2bEjF|PF1=z zcQ=5WIb_y2K=hmDvw=wb^i)C0#GN%-p!b=+vt)O>46Bpz{h6V%vY0xakCSoJ&fl7h>J(buYOX|10R5MTht?XVQaa-e3og=| zFOQcXvp?2uAl7wbdpFH1VbT=zKomhSTtp>r_o~3_IzO+EUSD7iIDyXYKu))w^|MT} z#WO^CN%B)Lvm8AuQXl5CjD=Kr@X919@|}9meiPVeqcI7&4<2Uyoi|uCRhAv%Jw+b* zaWxoEdLsW_i^$E0`JjfZnfW7q+sj9>x#{mkocC-x*-&GS>Svr#~NN^}0j{_cTC1eUnET1@?Wk z4AV3GnbvL8ce;sngKalTnlZ?=o|kJzd{sQ;R3#Wi;o!-cvRsG(hq;5r3)K;XhFITH zdHzgoUD14>cVh?t3~T~HnalX(?sR4*ellGZEHP1e)C<2}$;2(6j-JdXI(C}dlR(KU z=S>=HiYF1vD~t2$#3Fny&v-C6KA~0S$9KN9&9>^`K7baPSFS}^6ftXrc8TVj-|*1u zq^Lx{{i`y`^CZG>koC`)6gj-%T66_8lRaEIVm--6XGjW^Ym8F!(scs9XU{RL6;Lu? zzefiiPnnVOv6}Pu`lt(|uUAR>ZU1pdwm3`cBt+q=%y#aOF~7kibR z*f|=2EaPIK+=niBif>RaE6tb@kiQBL&K1~mY%@<)dN@+cLDplD=1d9&}37rO@kJ6d7=QhM-Q%RQi*WJKr+X(8J#ablZCjA z4n6&0-xvB#uCZP9uDz!=Q(*tTmyff(hx(zv&1`X9AY>-2NIL1tlH{>0?9@Na#crd8 zgf7x71f9+&;^vfk=xKM%YX@3Y;6<5#IuF(!^>E|6Qg+1G?>+7PUPspTs@JoV=z#Jg z4iAZZMs!=*fCy`^iP4v9-r#`1J%BF-a@@Jov`Wly&(^M@VenbvVBvSGYG1|sV~;g| ztsPS&cXLCxlREofPBqFp>utw*D(})G!R{X_-q+d#DN~JV>O8Ei@qIin6b5p4iv7cK zDOmrcLR|~3v-OBRaXuabi-aas=r4Y9#qf+)l{q8owo$3H6mP{3n3u>|#9#3`7eOWC z!3uZ=A!M>@^7x8uw}LwMjoifR3GcaFsnZpVK-NUGPTYZ&nuJ4~0&T=EJ7}Lb_}2Qx zS2CJ19u9Hd`sB&UlhU#(K7i1<;IZh4W@)vD(j#_e)K%5 zVTf5>L`U!k{RhI;i_s2d33I18)2{2HKhF#`0?RPRzBv6x?1@)r;FzGXlrTUp~!E2rLa(PwNV4UcPN`9_E|}*)ykmlbbn1IBC~cTPHnMKepg#RCT+M` z+WGjl%tr{z(MBM1K=qhV|7x;;fx-&+otl$#Tq%UpV1Yjr#w*K^tQj2U60ZjP&LXJt zkqIlos;+yF_$Rrh1^JvDRtStClQuf}JZi~Dn=U1>Pb8klu1Pm2UOK<|tF2i?`r!pR z@(|#u)luqFLec4?XC9y5q3Q&8d`*9k!N6nq+^WPkT-mW``#>h1;RctdGm4a1h5GCU z7n5ON8F=h0B_H^Dls7)qd@9?vWedl19Q{CkjVa1JB5Yfk#mXu*=f`{J=VMMiaMtg%flViP}e~+(k2*tAF|FHb-bFfyAPM z2}7E}VCD5#@8Pl=5~%2CH=egD;XU9(V*0#AsbVbx1#(PxRyDnGeTuTjvulSz3!t(5 z62LjWd2hPtgmlCA^{?BP+V!f@kCbAN=Z>kojzDs$m#(}e z!iLJvE(pXWlJNE8*goQT&qTT7qPUC_a(_{!hRv^OdXBO?gTeEdub7znqtuCmPH?LI zcT2A<%dM?Y8=-kAnLqiy!;_|croM1^hirz7Dy`%-seTd-)kpamb)gU;{=M@=LuSmg zC};BR^q%yzj=ZT$3{!mXR|djb5-rWdBW=kr8s>L9P);s>nv82$DV4o5lPyh}p|j5f zvlGTtR4F${F`*yC)^ae(d?CpKCd~DQsrI~_>Lt{_HeKaLma^^>Kg4+EwcK>$y?Uem z#zlnaUQbqjwzxX9MPQ9$ehe4)M*oxENE_wVb=0tj8h~Zi z6;lBiqwjX?{z=Qa9?z5=aucPM^s;(#E)-2SyqTC5_ z4kHrVMEW}|$-N`2x*Uss_*s2oV-PGm$TwN5=qTLY2Twgrr&>x`>BYWqgawosUxA$=q%vS^Oj|vi8KpK-5C26pf+L z2wjjlg(UC}-5fHLC-)~d%23*9cYj1J9foR>e~FoOA2ijyhr4)F5NQ$&y>?LX0G1a=MZPuKz`BY<^;5`Si$qlJ$UaA+J#su^VID(y2*_D|c zxmZ#ZGzw`AA1h+z5ztsJ&YPWP`a5$|-9*%#*C&!jzhtupq}w`}QzjWT9u;j0>Q70# z+wBeq3U%>jU3%!bQsx<$i`r~%A$z%#OZ~l^gB7%t-^>MdFAk0*lw#a#rjKsQW$+FG z-f`5Ozjp>G_R9O?(?s9eQ$3a$=zQR}A&hGuydxIioc24}A--ZfPs&s08;Z3#M{1X_ z{dMEFm@6}4n1CnjFL0Hq=G!^9iKHe`Qyw(I^(yhx7(bp z+rd^_*Ca!mkdQ4r6o#mTS-Wa=X|<}D;mJQJ&!onclM&6U5j!D!6?xAF2k16QVEf|+ z4RG!Ig=b$Twhch?=M;{Fa0G=kKn?M}08fbmXMb*k$Dv+s{Hv|zruIzW#l@Hd!fHgm!(4{n?*Y4%S8F$)4VLvhdrc3YSQ`04=$X9ABwUX|?Jo zEY+H;UX8mR2DhJy%sEg6)xM}Mp;#(M#D^Z-YkF7yaD9*^`Z+dikju*sf5yb;2w(V2 zJUeY$aAU4xKJ~%=!&gZW-#Rb0jh~01$;N`kn;FU`-#%&lV4~xD$iz!rTV`U*Z!+EC z`op|MN<2jo`BIhyg&6u8sX1NW>)@ zH?Xt`iCF_{myciwk6VfaX_nl4n3odJO=^wcwuKd(GdpUzi!A{&A^KvRs zW?h$GLyxMBWohh5O9)*RHry=uyC4G<5^px9K$%&37&ll?v&)?KZm|*1+Qz`7?)?|k zLuIBQcUI2;#gL747<*D!p3&;ZwQ2i``Z0?H^8AKjEJdx@hH;A@lQVKJC_fSN-14r` zB*|GesVPqm5XmY*j44ieAQ{=#tr`?LAm;lyH6OczJ?&dro##TR1`x>;hMyv1m}bi{ zn-LcV>5;3P#$UE6I>Ia?!nqQf6x15uO=os6$ISQ9XRqJYF?}}Z{)63rDnPUlO{LDV`8He7~mgbpw{79$O4M zwElNUz0FE^{c4~4b*hO)V~p&)V`x>OO?i#p%18r&mw0l^CQ(K@XCZ8gi>@YQ>)9V_ zpZBI}?a41Ww|=3;EQZ)bPkqSp`dz5_`sT)O!62Sa=%?&lh!)!zcc1y#7!af@Gu|1? zr8DD-r->1oBfPhR=ekaIkr82~(ncJwP1*AbhxNp=qXfVyL#iJoiie7Z=rb*erKH~{ z5u4w_tD3rKvm?8vl{biIS_jJTn}IajBT(mC_g5jAz6U>qW1hJpvFTM_8Vs?@$Hu19 zLRP+4*l$<{2caw~yk2rIv&&^umXMj6R)TNLqg)6G6#FW@`G;bSn0amV;XLfB1(bx| z?SgkZ1#d&_j@Wmd(Ph-f6wm!y{ObYE28N7poeB}cwrDI<^t(AQWmA{ zf4wY^HyfMbcA&d<6<^OF3rStUpE<0BH*!h80kx$N^%)zJa8-3QP#m;3o&jK~gjK^A zJTj&BFkyWmg3d~4`0K81xk_#Oq51QTI-zmg+qd24V=r3Li&i#;`7Cr)d<+ zF6WX>^E3x~5W#fh>j$GFI;YaF^5g_M-@w_@t&(quUs`fd4~?-5YC*@FCdZC!$T5rD z-d69Ai~QgcR23l7d0s*)jX~`dGVO!cXc-lvWxi+(_Ywo-drIyPlBdfscnn|0OID`w9VwR(6$WiB5h z=)Mm1>$e8=c*_7xuPmufjl(FNN01w6?av>M%IibMEDGcm8337D&$`^7{Fhj?qAY`t z>@I#T$h}I7vu3uAkRq*dmemT+f#BFjMTE( zw;}7JI$OuaD#)H{T>_oqf3E*6*u-k~3VXR=!JBU(WjsARW zxzq9t=Fdgj7`+JcG^f(PPMA11-X4|i7iQ|_u5xZkGOP8aBIL3;D?cp{dmWD9qwZOb zen!jOQcxLLT=vF5N3o0+LqnMArD0|OMzzg%0DCw-lT%>QL zW2IVR=_-1AwoT`?_Kv6<8ZJoh-Q5iXxrbn-$l;ZnUZH?&Vz+bdad-o$n)Uhn1!{`w zXI|FUtZ*oarat!|Yu3ibdi=NSSZQ7Z?U)V36Yf@A*~hUR-aQRZK92ekr)Pr=%a2U) zy2kXUd3*N;)>O93G;t_`6*Kv?(bFYLOXp?F%zMX*PTd&bPQ+A>kmwp&3iScJMb`C5 ze&boPDHjV~6X9Q;HfiFQm9H1D7-%CZ%_+Cb4dE$*KDc<&X#mc<{nFa+vg%zI8Ju<1 z!DZ!RCK|z62HUp_n4j*o(qO8+-!VE9r`=qDl)?D&Ll^y@xDM0}U&&HSa3Kd`PT4k1=fdgSd z-TeX>>_uV4)>QuM5%O7d_3ip5;{1JQ$#Z}%R z1!I0*W6YGGZxxN7BXdjSS1hjFfvFUwx1+-?%Ym|ckb&0vh?TVg^6#l6qwg$y1lkK{ zw6m>7B+)r41YMiL1OheNNzJcubFS=d@*hMVF}6-EX4x zh%^Pvv#k%XTf%W_nDjemNP?H-W(^;^ztd3MCM2z16$p>jWL zWzCV3J0-XJ#|G(oz5`oWB$gCYv#4J)ixw4X^9t-r4{!HWzm`ujQ%<)EASLbA8yUR6%Wi82o) zT1R!5h;tg=>I%n=lFN;^Ej;YQn|COWgWeJCYKBt^v;-7gy8LcC+1IB3P=NTHe5iDa zbRAs=%#$)XkIugd`lU&B5hfUWS@@L3c>|K4SW;=@sli__z_eKKHl$x}krNnIvRT(N z*$Laur;fcS`zFza^HFf1%|l-~)jjbk|I7K;PsHX6g^E@@eqsh?bnD{cGqaJ)Z*0m) zD!$4NH^b>M{L3CTb)7T;#|>EqpTU4f&S`I7Ii*uv!eDDCcF1%3{F=kX8heVt&pVjMD3E zEN=&%T{OD((dYY#7QApEXmv^%dVh0Sdb&T|I!dk~%%qZreSM%NYHn`DCM&&xicUhz zQ{*9Ul^TU7Q$Zbfr8eqyuu-*uBuGeA@(JH&nFBluX{>gHh3_yvURA11wXz6zAqI;O zbg}(4z8dQ9c^)HRx15f&uKE7GklIG;EYtud7`Kp)51 z@8_9MOy{i~CN3w%rix{4TJ#NKg~}<-B%4p}mV;49H16%Ap(6iDyG7Wnvs9t;em1=( zweNG;O7bvy>vZ?plv#n{Cgc-8`7~99irVj;U$2>`j*5zlUdOaCqEXa_Wd2a0V0xZ| zc|WuF=X1{Sr;?lzYJIfL-J?&?ytR+hKGUPzB9o5q+6-!H9$Z71OZ2_bnfHsaA9@JW zQKvk?^WXSUD%(_T1k0f`+jyd%Hrk%c;JF766{=vok*e2y!L)|1CrB7Wqh9#35N9K& z7Ck|kMM8b5y+2lH5RKcfOOuV-CY%pF%GpU1ZHdQOfGG=;c}p?eR;2qmZA3l~R~P+| zhB<0>ca~kjtFnQM6pZQsSMLeG9-iV%}OWMvB`fw+%*`bk7}~m7K+g1`n-q-U+jr%hWWrh85sw^?MSR z2AqcV%JqVncDW5Ef6TdmA^-kr?dh3SYaS1~GUrrtdUaEOox8y1+WcaHS?Q7|#vkmc zXJ!IB&FOyDa%K?8AQqCl#tKFTxeYmUyOGCeMN4NW86}HXK{VH01v~j&&J{(e>>J|W z{boIdvVB&bdGt+ZqU&r?oJ2{si^K1mGjK`(o?{luTqrow3ED;Hyhe0f=kh>!{VQOV z$J6!o`opJB>j6+3oUJShx#dip76amwyee{~@rPRY#J4g32@th`=C54S4Jthk&drG> zs;n;oYrGuS%v&4cKr{}Xvk^3^(9^$NE*al>yWe-jqZya{zKR^@qU*IYAKvVtFLH%66LX z{Bj8^gs+XGRiCLA@)P`F=dsDe*;fEV>A287T1TR11wPr7p7{sV1&VA?8@9w)S32pM z8b-bRmY->nfEnwOEe=T}F7wvM<`vMoGn^T%ttGAc$+LGBS9D(SLP3sz(&B3e&Smn{ z5r(;yvb3^{yzXK7_;3ZK-zON8X1Whq@j%n)Ub9wtNowc?QSMW0(am=!BbvR*g4~ZN z1J+JcM}b4;5r{J7)_UHbIWeZS6zs}XsJC#wrrf`O2MAL(G3r^`-|`s-K0>|br!7Z>47`k&dW`jB%Zlw|_BwVOr-GcdFnzk>?n&T!OX=x#?e2k*bu|xz<34bxx&UCYg#xxEL zR_N7T(*WeGY00f}FIb#}4Qu0_Uz<%qvX+@Is-|slEC1`~iR=SAyt#su24`AK#@aN@ zgS)ITcDD1^G|i*p8Q?iw66&A6uMZ5P6Jrk#%wwWh0OWUDdlV$&Z3Xq&{8*`PgPKOIh}D4(`%UVtP@JA7<|1yZJ|DcHvWBoOSQdd3jqsm=Cl{G0EyRsgj-%X) z-PE?g@x9y+JI_YJp8U31uc~CW6~CA-l<&W-=jW2ZDAySLqPtmqU|6SdoyxB?oEg{U zK(?M9enk{j zNI8uCz;rryyDZ_k`u<_@WswsJby5_Pw^D+kNv6Nrb^;~~VlEc(vl*L{Z;O?S)lQ*d zGYZ5tI*B@6Alg`qDjs~a8SAg)w&L6y@QT)b^}>-w{&fpC>`tu?L$%zdT3UR=X62bMZ`tPaTxnfUtlBTg_U+Rc7LA9K;Q z;VJfYHRx!n6(MsPd|g&3+Uv-FA`qFC*J#kRlv2-~(mm>yT$O4w5T8aXNVMyoMLB(W zK$5lar}>#+QYA0K@$bmj3JC`nG8sC1RCT|DdECp%U5&p?pU4E(zBQYY&>5~ zZHGSK$)dmJSU?@f8G;3MHSkTc4Ww;9<)fR+IttCvx?*KAZoNW)GQoRaczeY%`&k58 zxbxWecVZ(TQ$}A&SFy0eaV~)jhcnpj&Ry*Dfry2vb2tuY%wldzz-b`h*HD4j;Bc^O!AAZ?!5hI?~qqDC%D)UY4eGf)^xY z8`QBsP;nE{y)U-_<45$oqodw-nRJ?7sQ2Z}oNIMeiyf=l5R|f8Y&DmHIcfAc3SEKk_iyi^emLx|PM=vev~Y`^|>_7)X=p+3ju+O-Qw4!5u7CK?kv z3tK}hWMqX#t8B_7dpf_LRw7AWS8t6InrZ%?WUcz#J3+m$@ zFLu;@Gs?$2sZN-(or*i>4VmzZzt9NyA9fuVHzEX*w#CNJL_OAPN%bS`9Ph3WOe*@< z@$*WKGkcW?_P}vQ?z_3KqAJ;CEu#FL{H5&_I*`wpYb*f3Gb^ZRAwDBPRLLteko{;; z`hj&SIMLA*a^&A<(=Z6R&E~NnG~b3!2 z4>%PWvJ7pIxrj$ z3)p&J^b~ub`vpmxPuMmsL~ieLq#Cs;Ktf*-dBXotI~E>4qf@~VoMqurb!_~uIRYPF zj~2MgGlqsBf>y{@lOo=(8p+-@0$TBU2+LI(9L} zqD3_A2`T(t+VN!$yVv8A6~7?P5`s&^u1_|2Y``8c&TQ}L)8%q7v?YzNx`qA4Ka>nO zQC~^JthouNg|sk0(zK%VK>H{6Yd9Z!#}<`+X`kNw4;grq*UHX|y+if&R;Zcx%bjMM zII&TO5Tsbzxc9dGkdeRdxdQ1q)~4SVNPeUC3Vp!*U2#gLdK=R~bqME(ka<+d+bqwXY8arY^3~*qO8ZgW>!eBC zhC+4L1WoDu@wZ3gVdK6mF%6E36a#7r4O>GA$V(^mnAmKr0#r2Ji$?WbIKm& z7lh2qx0UKMA`Asx1w%px-E`*-j(%lhcI>n^xF24A-!cd~k6F?wQsUwEy7sXc3>6$2 zkl*hakaRYqJM>Zo?m1J)qEEFkbO}kPmF^;KfBRqacL5nce>%OU@GyzL_j!YQz!a`G zYSD!n#xX4NG89B!nNgF{%@r*)K|dGjY<#mFzGHrlTMU)}JqELd6L(+S&F0&$I>_}n z=A4;;=odxZ2;-{dY1Fsk^2)5eZS~<<@an-qnD`+1)IQb|ZYY4zm@5qD@8@FCt&iGC zY7o@Ab#WjKgk*MqpGQ>&;T;VV31#*G*Yt~FBY;N`o;921r;o4E^m6M$tlI6#)52c8~xn9mXm!U-= zzc7wIjaXs2Jkq1z;2OpT$?xz|P(Hu3oGD0dolCSb_G2l$)jHo5n$G$}i+)<3ukmXx zW$^OX8-e3o*|3H1x&USiMX6r8Ve#b~a5GrrLoRI)rR*c~xz}^aAMg3Hpa+s+wr;yz zrSV-T@Gpqsqdjk!d@v%3q_q#?@8_xh#?wDr8I#xb=7w_$K|eBG1tl zjDkU&Y8lgydPRQCQ^QM*pT43b&Q%zn9z&Y7mS?N^*36BS{MborO{LV&1xm$-J!D+2 zslD6LmURIBV{80Z7CBgx$*esUT_Xhu zM^IkNLeuYs%GfGLrF>?qV9_g($DpY7Vr-g9g@Jvob5I2>jUT>ZlznQj06Kjt^7XQC z$oWNlpF(*reNC_+mB8Lr**=t3%3)nCg7ue=bkw4aZuz#S>76S1Mg`j6hh9zFfawoK z2uQ#DADzaQ^ui69wy&$~i;c4T`n3mQx8HW~Z-S}wjp(hy7<sKjrY-~j12Q?>+R20XABsKXwTFgP)4Y%tv3$`B$4x9!Kw)CSCd>}mYu`6 z(7^%k{b@QT(dU)w>9s0vY8_}$I=J7o5nh%SYiT+vD_Kc5eU?MM9W_5;=FUO|3|TGv zPq#PQDO}ZAnBLm>A+{9`z7AfzohE!AG)S|3;dRrjDP093_8YAm7rIT8t+pKI=06vk z0$S^$cx5#6zji+ho@?$zH>RNz)Z0roOvO9zaX2b84a>G_gObS}{8-wv z1_t?Y z`lhTF`1+M`?X0JUAr?J!h##DW*T0Sv%GL4H^qVQvlIG<}0vU2jIBmB&0#&^b@T4dd zp^fxxYq;>+dK_Fr%H&Uc5sW|{9$_e6Ax3U$g3ONq=23pXSgLxxR@?K!@M6sVq zBistjTK}6M^hnl>S6XN~njeZH1Oq$U&g2Ln-!mucRSC2=40t`G$I6kpiNvd880K1j z5>?{+_z5#ZZt=p6;r9WOC~~R58FG@j1%j+Hnbvx1DWPuzB;r~!+Pl^(ZGWVymEn6+ zHJ8pC7p_($VY>!swFap4P4D^lwR&JHd39_Xu@96Ab$4H%>tt@(bDn@ocFr6wSA$R-p znTDdSw9|~wRB>`B1xduSr8h(&?7F6@RTYs|zUgj80R3lJF)8@3*SzTMsD7+~YHwo1 zFr*5I?@)?wG-03duHgr-*iaZE&=e6X%^Yu5>5OSwO=`+05XD3(yu@+~cA6GfDB3p@ zSz6}sM=_jTzDQ&z!+C|OK>5@Apn?S=Voc6~b)Ad8Z-d_NdGMSD2P(AMzr*Z|Xus*9 z497VcD)RHs3B}IO7T~sE*o&CADOhR=aVFW1i|;cM5!HTs;Tl$Dmro+PZ+j*lG&#TR z>ln@!+$={wyW$AKS=;$BOW5krc-iM6CJ?0rwkF<0h>9imh(=jOZ7Ba}E~zt5DX6Q$ zg*GhEebJ42xl#C=%q=V*QHhpU;})Z3>1#1le;&|_ZgB6DatSSN)$6XK!GoxAFi|| zx%hlm+m#bb`Mi(*5B+}CBg9CI>hYaZtQ*mPhmbJ#y8DM_ampv~4V49wIE zM{et-XlXJk3y5qar=z85zr%SM@f?8ySBb`BTf3{d&`x@%=9T*f#O>5&=2hN7%6NX% z?>Q=Y&7R%s^ajPN*d?Nhv8(Ts>==u1rY!eL+1OGgW)bhRffe%UqQ+8NKOzX2XQz<# zGWMf602Ld2WqN<+)SN(m6{XGFPM{BZ{S%*RQ)}f|U@5=)2eXuI4sDiK zIj#bDreMq|V(W+P{{av|@4oDo_cztnRNSXIH6UCJRV_CH#c@|gag$Rap=&PiVsp+0 zD^9aD0DSH#A+vYG676Bg#_?S@h*y4>FkZcDlkmfXAWk#9S7)oJZ90EYE24?bSsrw6 zQVW@h61jaKri6 zYR&$Klg?8$!&!XV3UYX1+upl)PWwbYvDVbr?-M!dU)i(IG@H<#B-@6=$&YTe=`-Wz z$6nRv7N$6Lc#z|B&B6R@(Wh+2a4=L8pIYw3+Q{RZo`mB zJ!`$wJWF|ddpr`Ngj2Oh>T81Wcyp)+Cj^%3T=cY+j;E?UKf$y4UJkM(XXOJwg>MlJ z+GUY)!MsP zDmI!;TPIF@)@-*X&p2)-lj}ntl+gbG@$)G6p!7dVXohsUVu`eP!R|3vrHnI1N{^PQ zXs7-qk^5GOJ&j%TCfc0mixYN*dK7;MIQ(nPVbSlN)(7&A*+y2qJH*&s4)Z_VAI`9C zZX{qEILJtfJRbjnXHN%XzL({0V!F{yp5qnA7@fCwE6;m#sOynj zPUp^fK|8%OUWIbx33k9)6FGlM<~&-_f5J;-u||lhBhKFaE2X$s8k*s@hy4ElD(I%{ zaAIS5CV7S3v|nPH^hkGk+jfs~X|~eK4%b8T4_d#dKFuEOLV^B}2LtO_k&KAC)WG$EjS9+JJ~aerN+> zoA9ieQMWl^N!oXyQ|LMmYSGbdmd;D3+FNn}Ki$PCCj z_vVs4yifbN+bc^ooG$~aDHuEbDlJrQia>cjN$2pWOjgoqw&M4quGJy2lU6SxS~IS=I2)oE0=)`H%GS}d zN5C3f8ilEnK;_in1+L!mI}H`1`$e?!ZwHVE6~_E8mhog*;tTe6KR#>JttOgJH79`; zRlY_eIUkL0IoQe(xscC@jYS1vL;*>C-vsS|oXa%N$`&D>HY?)BgaiUZ*wFJjWeRQ__nr zi>J%E2=ei@zO}V!EU%{O0hJX@XBh9rWoTj!p zW3_owdi>8_E73T;21`b_kuD>4kUJH}N^ga1A=SK6w)cdzYsvN*tG*tBMzWq&j1^aJ zn-vFxA~zl?Dvhv}BR`FMbpHT`eDiHqx!pg7v?r2Phs+HKE!(#>nw^Uq^K{fNcjP~Z1JcA!_#x0ldX7PhEM!X9|yC4I>NWY&WanI@E9awu{>AClO6~BwEmT* z6p@nVvV2Ov@hJy!IBN3fd}pCo;3{e<68I*`<3Z*#e8=&wcF3RY7&i3|I#*44@vp=C zAb$Hl^)<{}WL`&u{6nRCP1+}uYslz4W9JP`L!n6a{I$#zm-$CtIIg3`ldSSv08Zpw z9E#>q2$f%;CyErW5x7~JT4j{6Us~N^LM)iasjpx%ZMwQ$#1jEN{VUAvgl}ULK0_?o z81=7Fd;;U;GBh|R*NW@H%I5|u>73@D;oDoCDofS@oR=YcoK}a!+>3D@0`8fyRrJ|l z{>z##E>kL(+aS)-SG)j`t(a#}O3K*gx5QL#He}F>x!K%j`$_^w@bmfAgq_-OylpwC zZU)^(-yP|Pi|CY`WU;Ry?s`25bvWdb#nvJ71Dd%H0w72k6%_vfI-IygKD6s}^5cz5 zZonrssxfyeU20cwY93FLzES=vyJ>RQ8_OsPrvj_qSzBFQ2P(?pbDWxXmp=58JY*wv z6f_HSgz;2Gyjv;fA1;3?&(_fxqN@Did)DuWBhQJh93IR3t1|u{Fr#NJ(4R_~HER~P zIn8rwcuFnYmY9Y5;#wVhzhMvvtXBAX%mbgusZ;f1EnBT#~6 z4jI=t`c_nFxZI}E*IE_xZ1$X~kAwJAyoH=5W5Y4)PFTX~7SXN*U=;)Ktp&1(Y{ND| z&r0b=O%cYA5CO?QDXO-4`$)m-n$Vd1>H+=}&1T!=-6&4JwdLb=s}p*E3B`D^;fmVQ zNy!Q)190n{@l)uRNj|rC5|YIsQc3p)tN7hW(`^{wsJl(e_?o|_stsyG8U+Rg=huqt zoR>6h*v>c9?li-lHXQWZPrSqFw?o!5(y7Eq(3OzjfmRVu_GFnkEQYou^H;`Ld(}zu zWsmEMw<-PXgB=`-qb$4SP!B5jt0bPAoi+O_?J{-M$;N&>ybfG*tI7GPrX@l%~zYM{c3jWK`f!E zT9pqp-23_9bw3H7mRCEJ_NTyV7FD0kcPQczuGg1;O zDFOjh?)kZg>&06HR(7d#9lZ9ty1al7&ZMMljAtG3PNs2;fyor=%(1e8UK7I16#0QB)>yh0^98%D&&0Jnu^yhhK6<8sI^cB8^!^z zD)CTp;wgz3!ix3_t7hD>JE;Kf;Mb3Moy&NNgdcQJw@kCXs?X;fgTAB`C2 ziaY%cbo4Vf^guqy#2=WN-_vy4jZxiU9HQh`KcVgWGmP_^*@Eig)RPQ_2^iwBWiwFt zV^mXyK%=>;_qrYJlx-xSG+<<~sK&LZjE}Uo4;+e)eNy(~CW={!Q;dvK5lbT+9#29m z(e&9fcmez3A^fY(NgM&|#doPATO7X>Z!RT?zbA{F<^5(d3PhY!GZ2L8pz3hcf{uFw8)Afc8E#!R|b*h?^?b7u9 zr0vEB*A=?d=W9|}CS;TCqBoKQCeXsSHCSSl86HBs0;}s>?9v3#?RK_FpDa69MXWp` z7?p|KP+$s3#-i6lopXs#PMxWzuoR&|o&5k5+}4Se&_hT~IGRj~tB7qG6zmEFd7z;v zr*Jr+iU48cRXfMR?eAAGMo*<>&i-tq_7s3cYLGQV1vqg?qIGjhTA~J)nIrQ}CzD7H zDGBC)4A45#FD9Rg07FT|29p#FQ;KLK%?6b8rsL+#08Z4(ap)tebDh<-Zxkt@GmIB?KPx^6 z{3u{;_%)Su+g5255hgHtlZw=t8ZBK}otZ=Amgs9E!WjO|w!)SkXWc(a-;&ySHGtk$ z=n3V?=}1VrPVHAe!dH*VrxC@kQtu`{%7^0}5aj%M)4} z_*U^X@gV*4S;9}6H8Gx8b6p(>)b>pi+e@b%BQtswOxP)}3J0LUCw-6A%9RuhA?KU#(xV=cSQya1#M($JM- zy^cNMh?2T$Ta<_^Na(c-xNWZ0q*mMj#w$YSU6W6S)JGcr_n(@vFW`zzV=~;RU+$Az z8iYtK;dPNVsN-?23+i;q=x1uzg|EzwjIYKq0k=xXB#WS>XL^Ps4xm8IJ?CQ`i>gq9ke*7D7N$PrX5EvCnYN8o$eo z1KOt!O1W%|DZurpwAnY@wp6bJwPZG3Q=M6kdM!zE!DZxU9ah@{A z+hJ^VOjl;z4RQW5IFi-9MP*yzHKXwytY`Op40BkTpe?AC0~r;zjg&uH#nlv@LvT3a zxgjeZRShjSaIsP7)pz(;n$OcW3qlFxF{`Rc08~qIJYO{OtA5Ci+w+*u#=CZnkqjvc`&H?Sxvix%x8iEBm``xRhvePc1@iezSM4K7& zp4EZlfWuIPjDktXq7U9H?46&0-yRT*0iT-~{41!2G7)}YGtF}T2yMO^bt}?CkIK3o z$W(mBqNd}Cpb-!85`MK?R0I1t`KLsz04pHHCZY$}93Hr=*=L+e0J@u>;-o#l8hyb3 z08N;GwM;n0G$W(XPIS;c4QZa$jiERC8!!8HtSY()!0~fqL%io7Anos5zKgO=Ce}n; zI*b=RKMLwRQj$-kT}Keh6zyCswZyjm9YGw3yGBMn_I>MWD(vU1v@Yl@hg`(JFlJyG zzO~rg+rX2wOsXR*lYxr!{Q;g`LK53|7Vq`0`%z!suy#VFa0=I=*2fLK)^gUaqfpwd z@`*lL^u3~6Ok^(T`jOL$@;@n#t8e7L$dYBbuU?3&+A81>W9Ra&d|KG*!Y_2o*Ofov zUtUBUFhR~c*A?KaD;u2x;&T@3h>qmXt#vwxX7Glo8uFlId-Gh!ffGI-y<@xPJAPBs zisMY{Ta^4{VgA?CoF>_cO~8H?)?XV{mN}YSNE3E3-nj1>v}01!ys+5}pt0}Lx@~(g zTfoZYL&P_)sH=>%FsmE1dFAjgr)n8tfpDkm*0Z7i093W3Goxv`l7tu&F45`5WVEFdWV0BJ=w?2ReMTbmybp_)61Trcjz z5&BcEtZeQt5;GGd=1l#e1~7f<{{VvkNv6sAtqCx4V`YoDO!kJ^gDZsY^+T zJY{7myEwqlttFkS-RcsoUwlTmrkM<`TRG2q(eUpY)SmH=>rjt!wzzYlwpCp=7_L!V zsqQn)OM2N}2mG^P`cSC9W)A0odeYrsD(Cx$`BI+8hYyJ!M=ECWU(KE9H@26mc@t7y@`Y%Op;ER26`Bl^TExs-XHACGrnD~$1S zfvDOr{y4^eD)i}We3fE~{>jacg$*0W!V=W1f|Z;<8P}xgF5gO{@|v;bGce>0H-}f%9#f{exV1kA&-@ z^*NwDYZF}Z{@(#^NROxETe!)tcf=$vscL$D@A}s!8{#_azjV!J3?$D?9xFXSBoE;| zYWW%S2pHhjar>W#TJ@mq7J0IIo~5NT%b?mv3jr8TbKjciH2B^<67`?FWH04eeiPH8 zz3|1UkdRb%?_EX2OAePjDV@Gi{#EnUu?yOAuIHeq`;*M{O-9}b+TLrkAMYHM8NsW* z11kP6By<4d^R7gxGtJX>^UZaC4#EEbgrnbWeOw{?l+T@%?^N}fVgN|!pg9L8xvvEA zbh|u9JgTIX{{R~I>BsJ$Jba|_Up;ubQrhLpq4|A(8o_GL`@0nMr}K6DC+V5jkH)@( z)OVdeA`ka@ubuQjzuUGTXZ?EqJlD|rrhl`d$EwvxTbW)s8+l&W}Hlgty$Pek>viwE~(U=kZRkMSiygJrj zh*X^#KuA3PRpe53sCso3;84{(k>E`@rzAEA&%JXtt`_z)(+mmCXq(;M9a~Sc6S093 zcC3`gn!AQok2tSs>jTMJNZ;{9u+MykCI>6X6^kJrOgZYU{c20JQ8R5Mj@hV5%xjUH z9@L_}(Yall*7qf?#k$9WtRHu#O?seIGXlp4%Knw(_SdlqnQ}pORUe&t`nFvF#(c5Y z>0P))dDzFPPe)TXhp%GVBLUp*_2!@889b{7Qk(N30lg~**Il)+isC5?yYF$gJXY_+ zux7QD#|kARFQscP*)=7|fkJs9%cyXha+DXuy zX9Q=xXf$Q6N|H!r#aGg;p|UgEL~;XU{c4D|r#Y-gpAcO74Zq5$UPil@Xc#?3Y-*|- zShzh2+CNIqnk+a|%|*2+^G_7P96}PH2ax}Y<+7V7}c$S9R@#2*y`A* zTaD;exj5Q*3Kfa>u3Fo~cE?hU5;xBBq=TGsT{YT=LZ|qVhv{B>;d@zN@t4`8Sj>K5 zAc4<*wUtUyl#^vCXiwt%X1TC|BO93AA*nRk5BB+m*J~soV?Nbu#5U$@5HiCTE6Vln zRCKEqwbx6l$otch=RK=A$$M0R>~_}6zeL)#Zat$;bq6dE=BnE68ZHog*y&av$+K|F zwYKwJ1av&oPx$zg{qtF8na&4EIju{ME@lJ!=lRtrV+Kiy{`N&#CA{)#H948{=qf?R zDTDoMeFZRNcVqn$U-xK^6%Xe3WgPw$BdBC5$K@jwgKpiR^yxrcj&9#towJIsKLJm_ zHDKc%Xc1XcH**#l1PZVQ20K(OIxA<_tx6rDEobk!3 zO(FYZr)t%*$CVCGCwD%TliZ|Nz1oN(NOrDrUa)mLZ?s(5utLFP9R4-XY64YnDWzvp zG7oCYxRsVjR2~Zq)@-C-!5J9mrfTfg;yYD!jGvb~vrt<_8_cOA5g$`m=av=3F$oz@ z0QSWz4VYKs{R(v;ld#qvo2KF9FvdP!pM`TcI>I022G6Pjme1peG+^QT^)YybC07={HhI zouQ6T<6Q#l8bczVIYvE=biwFw&sJH0W;u`hCbA(CGPcP!b6U_{SxStsPOQwN;<2Sg zjd?7fo(QEUaYI4w0)iZZ-ng$B@nRUfK{3Z#_DGd;jpd2yn(`kQlm7q-B+5@rQ60@L zbKK+cr95?{IrZ;AInHZ-g6eMQhy)DYrnOHso1(It00-X5&1j#Nux(tsFh2B9Rk4yd zrskE!VR*{@Ytl5xrZ-6YK0_Gi@UJz`%m6)2dlsMn03i54#&(W>3YI$yC}y_`gOF+v zvj<)3G3!?22jQL8C7j=cNruG3UOFqx7snc zw_3_uiSAp{n6bIt+3{9x{{Ym<{^9;rUrGQi#!g9m)YnA$G9UI2@})0?)*GCd=}t@r zH5g%x0y9ol86=QvgY6!V**y}^ntxBf z)51gP3yKnw0zyi70o(aK8F*sr;w9i zU~`)2u1ESBIdQaskULeF&vOwozCn(5( zGT32(Q!dlesyh30Jkkef&PO$93*ki=BB6@yPYuDV0}c0EH9&^ro@is~LkteJR(q92 zDyJrZ8*?}rP->#2Y&z6uE^=uGM{1BP3x7tTt)#|tnuBrekxy4{>~ZX9C~(hpBNXrf z=+uiNDZu4@>TqLWlACZpI%Ji|Ao0yPVrJyv3L`t6iv8bOdjpQN0C`HiT9B%LdWDZY ziJ-=PC;<+^-kZ5;#Sf)7Y4o6CWEyK?pN7v&Q(O_&fE*4*6x2Sn<46YdqcmXAKnqHk zE~6s^^GVd=u4$HyeRz=~{JG1wr3?DoiQrzIc+n9iTDg|A-l%#jXO>(8-+qfa@O)2VvFH=1} zU%TdjdxKhon8!Trs$^fHb0k3s>x#G->;&MQypi;*>8lz|-0}TrvGEP(f1K49C+!f1 z&fVjm#;o0z@-SG$N^*Xc%xWGuG2a;M z;SUNNF*VQX{vn%EiYOu`I1vCNJ!>DIl&XxLG3!{p%qLO3jcspPmsq;N|+S@`s*!BXp^zQ}Bb*BlWlt(N5)jg}K(X@!PdoL+)(v$N)b4Zxdl(#JDnsvUJ zXt2OApkwP-2d+Mp0y)T}W08Ty2V_;1h;EpO)PsYZ8qD!m%i-Ic4&TzR-YIm92HS?` z-mv^nHN)uls^bV73-85TcN=;fO@oMZ$7b3x-56$*MQz?8LI~xv$4V?fI&*xRfIr1a zqit<|JT3}g@yF?(2$UCyu?d0)C1++5Tq=lE$rDw~gq?&_WG=n|Y zJkzzmFg>4?7~`%zD}k*}nJXE({EPOOiY@_+40={1=YfjZ@d|-)4#So5f#$Ge$rZFn z7)Z@(_+@0sQR%mWDXoQw zmR-Lo;8b=y?qm#PaT;`7{{TA3rfG}|mLWhVy;r)=oAQjd(rV8Jb~Re$x=7BX0u=S3 z0L?769i(HDc&tAeu-$L;tqT{LTZrA8Ha?A{G-jG>&^+O+cs0m)(KjWt1JKu6+=}J= zUW4qgpZ2j?RrpOPzj))Jk8a>jX$VJbvI0d&NEyXN-#M-m(6HseI8luCr>-|+Jt>J! zU%k?S5_{DxM0f5wRqoYCP;Zu%fW4zxOpu$h!()yIy>~5^)1&_Yu0ubSdH#`d>2k0$ zlNQoK`d6Tc+6vydXKz^gaPe%mewQ&iSuYlep>dW_>0QA{q4?F@gTKl|0HPTI)O z@*O-a)v7CnL5hnq=rjdZDduK3wiXE6AGWAz*C+pD`br_9g;YotN&FJpL8p z*9*4#>per9*G3&`bJy6?&>PFWh_aLOecxK_bxl&<-NYu?!=82mPHTnJCN}ddypoI< z4A#c0sy3^1vy|9Xaf4!v#;$f~TD!ivy_OZZmwqHt zx%$_q-p13NG#611kO@QlU2Dmig6zjo!v?+2Owuj24IfOqkT;l+f-q^t*^xM&AFoDj zHH+JHllNPJ+4xmRKh%oU@rnfTP4eTR0De`M2l}B@9SN5nViW6K@}iWC{{XT-m2e~P zud`R7#1EAa#~VjKg(+C5Nv#ck3b7iL@s5Q>ab74U9}(UlcNlU;4R)Rw<5#%{kCkhU z@w)BtRn9Z(P^?z2Mz4pQ$)rZ*i#aFx*HNGxYh-`ZG5u?m@VU;8xatY*T~>sr`)x_< zva)-g{FnPN(>Nx=PiCjxVUj;|{*>7cET$g$r_4Xm;wSru`BR$E@T2h_V?1B+FuKS5 z^fVYgQ^(S@THpOH<%!_A=BF0Q(e7WE4z=RccBp+VD#=l?Wst6dptoUMhl@roEJ^B6 z57N7Ph&O3tZ%lObt~14vlC}29x@D@K+zbsMK9r7AG4parLfDHs@Vu zp_Lh%e1zbk6+wvkvFp;bV2lO%WIISW&1OH}eE$G@iuI!O)bpCWk7w|O(p&gS31=Zw zJxy-OGNuQzMI_c zU&B0pL5rD(e=yfm@cWMu;C0*9xnm$}iJ5=rp{}dp*kj^+WPhv4{Oj)F{_c;QU+*WU z+{(h%;c|23xzFHh=S@kS?(a?K2dYm0;)!9bDQzV z{{V_+fA?#`yfyOck^LL_*Sq-C7x3-C{{Upyg!pg%L$M!nKU&78z|CmCc<+N`oR0OM z;sKo+Tng1A<~=&rez*wHE-*(*@u~j+5cMbU9CDWa$1AvSYc((>K~~|}{hu~TBrvLD zK5}-iZXXHdPvS1#W6d06il>ve6>{~7nRC+>Ncz`$E0OJA)eA$G1C>bLm~UUC%cbd9~;t+7~>3%SQfn=zk3e`xU_VuRhc=HA{eh zzJHx}-wgi%@CPh>rPL;K9q!VMLY~L;nV;ZCc=M z&jT3xRTod*bH^W*T-Iii()wqQ?|i*RdscK8k8?g5FbK&wsZ1;l%T2f>cHz1$N zy-P>g_T5Z^6b4S8O7Y9d<(tRW@i;zOT>z&Z)$CeHjw$svc2$pZe9iQ&8_-tNyPWFw z@0_o1%C$)Wm0m!ln*e&&Tz*`a&=p`%gMvPktnL7ejox3)ywS{~8gDR<_TUlG z%~x2|43!+!T!w{?RdI~;rt#+!o-t3_0m^}jX5ZfD)Kw-H5?I8FIl!oz02xZLsr|jF z0rV8^79p4n0q<6b8O2qUl1J99bs5iER|^a=r*)%X11c%R9N^F>xQY@H_V)T#m7)_G ze)C{C`MoPHU-<~Q_RVQS63qllxb-;z)@|x&wjZc0ffx6v$h=@4O=8@CuZaHuv^v(! z^pPw-Wmw9Q&iwOO_c=4fdh!itCNzy}eZplib@#1l9#I|}Zv%{0L~*>#qCQx52Nkl) z<^&F*SPpsXPURSvq>~{dk}I0%{{V@up7;`EKHV#qmm&UMd7&{hM%`(cr?AF(=}gZV zs$h>o_;$I`?#COqG3KFtRh~kgSW~-h0uE}gg`Q;a#nHD1d64w_)N#oY-74GyV?B1Z z2(F5DvCli))V8`?ty;~3h=7hoYXHTVfDk_cgD!7AY>s)hQ z@zD*0l1FjK!0aj@58+N`B=gdnliIE%O^QDF`q!}O;EO1E{sH`}$CPG8`q!(*{{XwR zj6OFgG?G0L7hP?(yD@mGn#JtsA6vk-N>u^(Gz6;72}{O zfHn^0=xb;z88X4tWlJWp+552jvt6Xtu(pjG{{RtCO>m6~c%_$r-E3mJ@q^*y=l)su zp_$C)ak5E3Jpjc?87{kzQYoMZnaBGgrHwqb$F)e~v6kQK7*jFrQcO0?)WKRrWK5vc zd!$de#;i3)M-@ULd1qmQ)fNdnoSK!msQb_Z!tqCzJ!!u;tsw{2kjE7sw2B7mL|mM1 zsSIB940u6~4M!;0Pq>;8nC!kd z%_jH$^#WELVw6kjqw=O9zH55sk1*5x#K#~~Weo!wT=k}sTA#;iX%qn&I5hCU)NE%}J-SdL{+*}GsND!q;XuhX+Su4Zr^FH^=Nz}KVE8=?NpUI8?YIWI zvMMArhT!zgAsh~Pr}=%w1xUaHo|vrdsYv4WyOf-HYr$5g=;Qq^Y#?Xy*MnL2xi|9q z2c$`5jz%%DQb#zgEGAE=F5Ahn065Mw(ALQl4I2z(`#DUM3&A+9e{(v!G2Xy@*{!2} zX(pSot|ap|aDbdH1uFs3_)$pHEnQUScK~uaS4U#94MIaI?IdxE$MBq@FAu@Sa&wyB zj`TFx5o4aYq&|Yi0l%B@r`#3tTXGi%_(yt*BmSE)^~Elr?;WS^`jgMCC$KFF0@~?Y ze8|sl{4oR4wZSGYMccsisxr+ZX}hC#R~(Rfnz*2tRQD(e{HkDzdZWlSpu=Ci3y-{d z)fo`T$jnzcz!|H$`gxlD?ptrndQ~XeILfhY%or2LYSp)G2v%;))0axUhBc9*+=OIp z=B(*(m7QEdZf;Kz$Bq;0T9&fj>t!wMV=>$90p)T0tFO}ZYi%kFMx@C90Daq&pK9fg zH&Ufa5qcJ^5@fQBP83Uzn+B(L3b~lRu?g7NUC`b&AMz z))8QLIi=BK+pWUEa(86bYRKxi4!{x68qv^6I?N5p$6jluZ{0Gdtd5O|I+WQb0f!Z( zt2|NLz*{RL3<4`Gu>RASWS^LGitKG|;F{7CG)m-jEHhjybGEL?;yglrTU>MdunDXN zHPiUXRy*`W0YFi}u3U=NCpgO5@UrgKTO^N{`qm*F*8c#6K5bpHKZp9&J%Mg_4uK~^n8@K&u9o*72JyhNFgA&q&|aKxP#kELi@+`|k( z2sj-ns@5B#nd+;lSO&u0!}v8kUs(+1`YfJ15bs z^5#Y7xvDCcOyr5J_v4lX=M_cX2_!CEnU8X5R#-sWxrQoMCc^r&I=vMods#LxI5;Fz z-o`z}n4R70n2O~i&dHs39&l;q^-o)uKZQ4mOr?hIb~dnL7ApBn9=)r`^*A9K)#^RQ z7tQDowRM8#Eb%;?`;k;8x3x1ngaon4CaRtu?%r6+nWSJwF}&6|g56sQ8iDRBnPSnuafU_5(zc+vjbV;6GpeY-0gn{cDmMvX^w9JF03D%E7+&?kBl%Vw1NUQ|_1SA0 z1Q+^@mo0L|pRat?74XzZxLMETTC7wIo*qU9)4PxFSE9ol{#;vu*|m85E1O>r0V1%t z=yTG#k2>YzP$W>w0Nuqzu`wzbc8xy`E;ajrNC2w!u2;sk=1&yPP-iux4xPT}+(~$R z#>PlEt25}fcP?H@_c7{sRDEV8`v-EjhM_B@fsf*@qeP62Rwf-zMP%CB!=~H$P&i?n z^{bFxG;$-yBBLqKT3=X=&q=@B@*R@K8_bQzQ%#*Q8enIFD+=FSo&rpUISKy&XbOD# z?9#`vQZ(S;hs`-+BV)`|8fH|n+nb4mvTP;K6=L2iXqd+wg^O`iE#$gKk))n7S+n;+ ztpj~1Ly05F{{UoHpC+8Hb*^O_6W^haNsze8js`1<@pja-)5tg{{3~$1%I{X2d~R}A zHJz>4e`<(K&BS;rqqTNZ#3YVMP?KgSgJO}qQ*jtx_3Bq4EG>Ndg=SsBa6QfiaJqJw zbnR5$+FcmrVelf17w0qD77{JA2-OYP;s<#ZRsnZ-+J$lMW=%r1jW|d*uxt|q>`(367@c#f>>xwZL zBfWDTFG&QJ?-~=ct_FClF#1T=vbr!g3E84D0kKKqvWV)(v8{_pLzgcck?vE@(^<0H zNV|YZ8@6_u_0*$nPd&l5dj9}|W)XN!7H*lX+nGe#Rnw2UB5&nfpM$Po{{Vz`D{0-+ zYjoRN(_CA{rCg*^mJWmgj(S(kR;HDEuIEoIxeq0aA2tU*VXoWZy2idH&T%Hre>&zD zPmv%EvCEkbaJ{Rq@N5gEYU_D$GOn0VJ6G4L@Kh4H;wlqW`I+BHj4ibgxCEnQeg?c2 z&;1|85V7qc{zkp(?^DzM!E|G0^By(_k7Hg99CE{}t?ZD>(Zwk&Hl9Us#;jXCPDf&R zEPu27TVQwOO(<-BHSY3G(TK{zUnA1ILKZrQiL~hw2@*J%ZY&S2dw98kBB_}(fsC*f zqp22S?B#P8#jWOea%L;HE7Q`vCqe{k5fT04{OjF(RPj%uPLaxtLUuW?8`3oCA-|2- zAG~{e))i_;md8aHK4YgQUB{mFLs#B(n~=x&YgEK?aa46k9kj{R1|^q_4A+}Z%4eZJ zgyOAvu$V9%MN!Gz2<=*HrQQT8B9{bn@|sbiUbYxQ*v2^+uT~XfYaV2&%J(bI=0Oq1 zRn1m8`?%(`n@hXGgA@Ft0}EE|JT-AUZzp4W(CbD$K~j@4Ac{ch%rS-)?e?(B%Wl{k zb`ERK*TUB>SA63Djxa0GZSI~pqmRkRRmSbrwG3P$_c?JGNy}r;br>amQtM=Fz&YpB zn(e+BAKqModM#&{ynAjBaf)&KOpbgNo-b^{w(+HKKGmU}{mX+@7!~`Zaj+uLmv9Nm6Fk+?F(|a?8hh z$BSOLRynp(5BpTDuTPafW(vEx!Oc>y5`B!0hi(lnF^+2`yg>;I`-b=HQpK*@55F4& zo(2s!ULy8VGxZ4COWB!l-724xB%B2bJCRPGTR&}>t*B%@GI32ByNrQoy+6O+m$!)h zl#f2wmv4?5#}3wX&YgMxmQVpy3iC1dOI5ElINfpvfsaVSqMR&$90bZ3A>hn|Oh?O>;rhS5#5O?7ebOdKST0x1!u=+qd}>)>O6*FAz%s|3d0BcwE4@FZnQ2Umiv5Z^005m zr9)?Hh`f)80Cw1&&L&S`)bWmf`eE!4yxxa zc&FNFvs^~a<(@ibv>WHVl0yLs%uia-hDh2ytXV#Sg<32fDICjM%^Q&hajX#Bt;Zj9u8?Xm(AMVhr#66UZnOq?m1koAZ2?G_<-CJ0s00!Rp z?6p8z+jS;E>=K{0h`p4Ka%k~-Sod0%-MqOJvtSCjb#D>9C3oz{8C+BoS~D-p+uoFC z7a)`*qBinWnr+H*cGi8s%<*%BSCYY&K*Zo;k?mFPVkDiTuM|#kxIz+Ts3YAX=1(t< zwROrnM-n+=t&=5HCL%}-cpPz2`D|Ap;Pl|rr)e$B>p4ZO0{KSiisiWb)z4f+M5-g| zMr)&%CS+haBx18KEjCLWkvgjd0|fV|a*BJJ!8s!uNTkk8ZP%J(DGkaH53Oqd0BT)E zHaC=TI{<3D_mW;l6_qkQ1}NuDu1O=V@J-AXz8t%f;!vs?hs|8;yi?pre8NLFJ9-M} z{3E13qv5-oUpZlRke+aR)c*kRu7H<$zbwPiKoz8FBt)TeC&T>eHp{h;1e0m?uA()S zV`pg2(#IT9+IUgyB!*VF2gygzPV}iND;U@}&U*V%&X~DcD>-o{@w)`{uO;ywopq^r zs_iV}cV$3G#d`k$*_3BvyBzezd9?cEejf3q)y$TUI=Y3x2adI*WQEGkDfF#LSyk+& z+(v%wPjTVhR^HVvWU`PWdslisC)p~h{{UqCqkzQ;!2GI1@k>p3cD9|Kz!g8?T60|s zm7HFT=j?bZwShSmpmKSrEv6H^(}=|sCn#b0I2h~X1BaWpS2*s;Bn1jZ9A}W`PNe0Y`3PL z-pWU_c~ za=c^x3g`Xo*KG;i;pnr|%QeSGZ6UIm%LNR24r{Zs!SL)$mEj1t zThj7%B?GBLQz4N)4eiST!I0zgr{oUQD*W<;_k@i|MN$(NaP*@Y?M=lWH>EKSC_B<% z4%E@UoFvBuXaOk>J!(vY&MAb70F2WJr+1_|q%pXss`E)oDO?V_!eqs1EA8Q!is?rx z4QF_I)Ip=f7;?vPtwYn3(xJPRVWi+xMUR-IH_UodWt}#W(z2zUgo?`CFG`N1IjvgJ z?C<4M&Q3w7?JXp`n_`@C$*Y>B!I`n|*A!{;Ex2s|01&H8R%T&Vk19b9rw#8`C9t@L z!aK(SVtj=@wCk7iZVQ#;IXJCJwHRcwXz`zu03L&iE*3hU4Z$Pm7UfqtJw0t96>?^ z7~AVpk)HI#L-u(80EBE9#V3;E__BTL7WFFEB^4C$GZBiF6_jC!G|7@f_j-M4TxujD z1_zoN6G|hOxu^Lrk@M8HI}pl*&2Pp+o_{LE@xv9+c>X69(xPA!!LDz|WBw$u@sHjL z(wo$oY^yj<%g{7>ql zxyBXK_`)wL{v`ly*fGs>L~~n2$)Xaq(D*qss>pxY{ zhby10AdWD23O@=`ti2Ra5xSKEi-)=>*iHze9^(|7PI^*>K9sZ`f@}x4#V*m`6zm^L zO{SKE&~DWA6oxeif+_obsWC=@po1B~BAx*C6y2hX3N`2&4&&5Pf(NBH6uf#=>OBW! zdeOnAfWDNwLFhj!cVT24Qf*$mel)v4>zZ6IU}-y!$Y#~faY!+q)Zz!BqmM&NP|#c` z9jQTI_J1lcJq;ND0A`O+vJL5xkUt7=bkC(AAM6S+f4C`VDOh8O_>9lE<2dO(n&OX-FIhDI8Ol$3tI`}_Wy=eg(Hm~+qFXP>?IS_>-b zfpc5`l1Lt&?=)eV5WsWCDn0@whvP}_vbyt4XxY&G4Yd+siri2?^SZOoJue6f7sHv* z`6shsY&USf){o@M`7;t6gz*$(DWa)hY1w@v6I8T4=t~GpLDjGxfI@U{&^SuYm*6F#;+P}|*nhMz zy>7zr5tYMlRZAaCD89*k_2!=fX#PLLIB!Db`nErPPE8*s(C&U(p_bbr4BR2^DfI9C07dw4on_Ud9LEW zjB}7Jq^Pggd_$$?i-&Z2T1L=QGs$)5B ztl4%^R;${?9M6TH?~PGAQ{2O@xYe*$)cwbAu2R;l!*QQ~se30+mu$}g=tox8-=H>D zlHAIYwcHMIZ#$Kf4yV3g`E(t^3gRG|5*Sv)QnI?^MbidPiQ0vDbH$?1bhO6skW6l* zx*wAa3+iDqJ38ZaNY|sZTlF>2&_X&{NsH_@<6gyxsv_Vc0V>H4S6fTbu87M349a|IqGX)1{imctkXNco_J)A zE}iFE-)Of!X8_&GsBV4LyQGH$IXQ+7+C zY4-iIDdAG6t6E%3r>Z{J0@ee*Buc6oBo2@gF`H)5`heDy?wdJR1z~+c?Dq?j6CKH3 z10wX!Ilh5^3)5~rH(Fr5w{pSBYy95-e;n$n2o3i-FRgB6*^9c?XU?LnW(@=a>+K-% zcu%?chXt40OqTu$Kx5gJ>OZW?eZvkL=t|LO-0k%BCRKtUrJlj<uz}>C#b3axx^t>Q? zJ-{pKTJ2n0yfkBulDYH{HJCNlW8abL6fguAy-U?6qaL+%gII8{XO`0ett`k+02Ngw zY>BSpv~Flhfm>7ZQ6+Z2FZVB|@XPkltyFq_VAU@WldxgKyyzlxV;04FKaHJ!a;o!h zCtKT%Ci&s#JJDBkK|F>hj4B~r&$R^8|HJC$rTtxfEF-EzhS2U&%=-ibsbQ9C&Ud^!2fa;|!dTdYm)B`*I1xCB_feo<;G& zDQ10CLv{I@qIS)=eo_Iy~OS72>?3xdm3M#gd zLku3H-p(kJ`8&ysiaxSmgWp~oS8TEokmWfVrYcf1E!`7-u8w_PMws!~9DJ;|i9M>v z-P<-W5z`mPDtJcogl7IV8=*|S3-#D~us#kcJ5DUoa>=8Y?yP~^tLvqUrf+BlMmxmP z154TU*EQ-()uQ(qqm2iwV9kkg#+lxXsl@^|NM7lR!!iq`IY ziVnRbSQ!W?L3&>e^+~ zlBq4&w#RYq$EX4X9T62$UYUaHhOig1^(?GD@Es0%;k%EIlRk}K^Wh}LBh>;ff4Qo3 zKUZ@91L|%-Tkj`&pZnE?Zo#*;_Gac2>Q&=YL>2&=5$}E1VsWHd!L2))!;~cgDF0@E z99*xtF9#Op;OVB@WYOs0QS!>t)uiklBm+in1BbMjGwn9{7#Vk@eHks0$>o@4kgD&| zOLZ%APBnAw6QfjnyV`V48r`_|d0zbib-0Dvu?^sNGIlaRdn%$pJ8$~f{7xi>AJKF@ zq=es>$6ed75*9VlE{A~Xtu7VkY3P#!M?VQ;P`N8CE%>0hzj&8b*Z~RuSdGsUqILAh z+B11w4_9_HQ#Z?>jCrWuz8R$doP4a0n>p!-Ez;sJ3W|NxtMk%3G&vf-B-NkS zYaf=M20Z8j>jWOp#DiWQUvpq40ov!853>=|H+Di{(gfsBV>h4YkO#eInY7ACL6s6s zHm`q52x?A87t?yR`dn7=fjDp?`!~(I-&t8t)F?I#I)v}{9`xv)-nL$)@SRtUH!Ru% zK8#POhPUZa2$b#jZBW?}l+B`HQRsw1BzzzPN&Eds z=fRN6LizWsfKtuz!HqG$U7S=nfy9H9b~1af3DGz`rzG?EhOx95O4gt|q$d?bPhD{*0S^ zyxrTjQpi}WzA_%9S5}r173P>LW1-#mIEM|fwGDTp+291Sw%kn&q&ZbAPV`tu>>(;E zwM$c5%`gGPN9ZsV6~AvB0iBJz-L6o~Qj?RePQlAQ^5n_^019mz57+rlncx1yN*xBM z;%8piB~h2(3SYjhPbd_)2Ts-lw6Puk{7nGkTmdS~Rc)H`G-DExW20K@A3g#Yv;V1G zcLJ@nfSC4n9YhOM7iSq@M2XXrw(6tv9~L$o*s!Jkhczkn&Tx89B01ps!oVEO`wrar zynh3gwfl|LAq|{Fw*sTDzi1$R8eS?a1af>FB#kjtVB1A!Z@o8oSOPXCxt~sQQ?O42 z){}0L8*}>o^MyMhUDdu$g0>mS?udIQQ84cks>tI5fXwip9kv+Ijw3OLjtks{Ye#CN z+^}v}<*@Wfx_hBpB%)QR?F=o5my<^5vjdg9R$l2bHu99Li=LNuWS zD&{>9EB%MH^Q9D^c@m;+B9%sDd0?xv)|vchv|Ic=c|gzQLVtZC*R?T7n?w6I8OX?p zeU-e^~vkfTBC?+mFz#<<8@ZtvFQHmDa^)+{T0%qPL5&4TnI5fKGoD zLh(N=&F+(G5DqFCXeL@5*zboSq;|4`y^pVytAPKS^x!j~4b1tD8ti*3kh!>l748yr zEbdB$!{ZSf9l$=cHe2`zXWB|Stk(3 z&Hz{nM9p%Ejv}`VZyxfVwAX9kTQg_we0|4kT`;6%Itz?Pk{V8i2F)}u-yG-v!!if0 znUcpP;vIjC^T3!?agcwlC00G|YcHj}{(R56Uo|JB5{GJ1Ts8HqKP}`*(UScwABncm zX`yJ3fNpFO{mvCIA-cY`7-}LbiVfVMY-e%!3VMQFwC6#D;G5{Iukz?!KmoZrL%(L_ zvo5TMR~j}3re9daDXed%BybNe$@>?I?si2Za;3Jm_%3QhVRHaK0+`i`+?i!PuDnOG zeq5O%CJH({0?lDwbUy3tf&QDQ`Oru7G?(NrA3CmF4r(kRdzjkXpGSLt&MM#AEb_V^ zcvtwRmkN5zxvW`vKl8dKFN7n}ak@g>an~;Y>m`2Gxl{bV>u~&GzB_jtOI8B7IfZs) zeid^e_@>)-<4*qn5*EDNeC<-l1?HcaG8849f_->3=sYsAXpJ?VMqVVLdTJB?B|Y50 ziD>`#Q^S+!*q!rp0JpXzsALs7><<-vLx78p(^<*MfQmXPe{~rqkd`ULDE(#My0E9x~8gV zQYi1ZW=GmJ_~yZ<3o-hOc7O8@vl7&Q_b=%Te(?+!9lH;`b-JExf(AiF&vu%cfAyRO z`%o+|?L76D5`}6xc?3C}OYuNEq(r5;Y5Sx^&-z=MshN|`ir@MP1B~d*I~se6P$P-g zt-JlPm>J-!Og#2zrYssg@CiCSn$U(`c905R~+oTsa?8)r4Vw=RF~?v<`5FBdznZ<5YRFP|Pkl!zu6=^tKdk{^ng>CqMA#x&HsNLjlsmGg@HAoIw|WdyWFV$J%NR zXLG9Ice}SiJ9qag*OT|Tx4@**Tajw(%;8*%t-PL1fjR(U3gb(iIV{sPojXUssh0sq zv__zcEs%C+&U;W<%?C3TP38y5t-C$BX&)T=5I<&SYOp!LH&x4;n@lEren*nv% zgPvV5@2FE;mH{6ifL?)Wrn%n?NpNjS{dV+y_wd@>5wK5$rNAH)Tu%WN(lb&!t9gB; zd%U#3bA`z#T}=}@>^3ra@r-Dn2UO(mG)G|>?k_%@NA!Bn zy6SiGRjD>@UrA!uh$QlL=jrETRK{k)(k!bj0zB*CrrkuP7gp|sbw9ISu$JlDTv3(T z0#e!P017^Ql|=oSXZ-j`Dxz6>Lqu$mYfFQM&-^m%v}n%<|MEmM zP9pB_BLE<-_QT8w_`My5ot4E+{W*d8SUkg6Fkud;^MYWE7Mbv(Hy`^ALmD_ zELq7fWR5GlL(tBe>&yQ5b4$+!Oc{E|WbEW)P_#GowjrePG9*@B0kGiuA5R1`9_DVQ z0AenNDWVe!$r_$p!^{XDiO4P!zj>^u-zy2MK`GLR_W@dhrx^Nk=MW=&O z_}<+Fd(VhG&t*{FyeM(rDKE$SckkFF*@=);pc=62R@A&KrMh{jpUSg9=cIeR%Tjls z`&Vjn`{0ezfKyfF+Hj+++qp(}9Yk;@rnW3cV18e(h5I4-?R>_5k^jWk>t^A8llmY6 zyDUO4HHaU?8a>h#Q^BVJjz*D1B+-W{KEZjDDP3xnqhcT&@-Ey>M*k*YD z)0xgG3yE87?@=8g|A&%=inOZ=thCZMq1=b<91GIwRanv)f3fSy?V-xBg|M!TZlrit z8bP16kj?g0ToefLm&U|Q!M@@9PQtK)$Asw~_)&NyqiufhO~QJtNCEOu@k~p8ZW##0 z1d3sFxKAqvC!F;^_7EuC_7k4?1c1p8!{~=;q{BoQ|o! zz3qT7(scCcSsO>i1F_ zZ~ySo(MZCPC`0>f&*4t(gK{$=Eh<+icKYBpQ-~H~{LO(=OuJH2@=(nGU-94t|4f%7 z2Q(sU+)`t3Tt_J>w&V+$r-rgd7Ao(If_vKVDS+5kYK{aa5hxH~ftohpoZC2Xv8T}# z9FGIWAX?j0=cR|eoVdoHzTHhOJDlmprkB2C6|C{d#QsJdRCb1aepmJm+QN!Q6Pk(b z_rixZMF_~&&`i6Km^%2bDXd{WK38}X|11Hc@NxGE=actODDbDcOP#F&&J-zQD&FB4CwS8( z6{DRn>YL56ee8WP_}E=kzuwr?%K?+r+^^0iA?+!NEGlTCV>l<7@a9WX`Chp2HruCH z;pW{-aa$2*Dyx>KUlMBW=2@ zF>LOU>&fR$9jJ1wvNjrIk;;@n;I0(q;VAUrCZ93%Hx)ZqN zCs2`J@@WuGn?7cKnBiuWzc0i#dw6L$ghv>Mq#ZbIsq{{fk7W7Y7-`i+;1J)_r= z`J1YDMvZ>cE%f>P}KI#)qu>|xA1^p zWk1W3UA$3Ujk3%{*~fiFzNXj<_MYKs-3HC?Kuuk^Se#4;p#&xzycwS|D)-J>zFVeY zWv-m$C0kb{&Pt}{rd3XwhvB!_peJf>lrU}sP!`qwiQTF-qG6ia5Ikwq z#2XW}i&8WI5kpWEfnUN#1@qeUk|^VXm3qZ+AAgy<=w-n=0}^bo~yB8azW?4Q`-W>Y`1N>JJAm$;>2b!L``}y%(Qnbz{X~cRO zT#+uRj>2!gc;K2q#oW4e!5#>g4PfSg*AD7k}`J5`zEx&1=As_4!ccnP?MU z>_hcRJxMjjIR&*moHUhr$=xxYv|=Cky;4BT@T}R&p?I$QY1V*1Wz9#cX{^(sz_u`> zz$Ce5lZmorgzWoRN7ew{`L~vQD(A(|)gQ&kf4XB8L#;<^-gU8%RKiRl+7k}05*`Yy zi)ystVg-9bGG3gWw&eht!$ElB6muCze=vQ_Ox}WqWjX z)NQP2l)R)cEGIE4qyG-+HkNkC2kbHQ%X;74Xbr#IN#I&wmO7p96t$?=_zz3Mr5iyvja%=Z8(8!KZGaG#gbBu}A2UVv>y%A1S%h4N`;>?E|;S$Z6!@v9-aAcTt2 zk#>?i5W9@()Ka33)}PvW6n-UHWGh`gNngA}{<+@Ew3f(ietxYVMpPk`Sy`s~(s zF8Wz48;`67n>ed?=a9tAZeECbdA;{ z2@sC^-|>~K2Y;>|^@l&{L>DU8XaQD?%DkL8TA}mu?$6mER8(vI8FUBs;1iR{H%c=^ zS23{gu#)z_Q$Tl&#L#ilyL~F1X81v&loNyDXP7j487k^NJKwqW1rANc=VDaPI15{>;N*+CG|fQCVJ-`cBUq^=a7{fCw20cgruxo2&F5mckhQapNGeh~NJUeTfb>Q8K$rfVsLa z5Xtmoe)>vT7Jwzb{xn@=68Z2MX}Nh5Twf%ahY(O^(6e!cx^x3EyUe)5GO3*;H1paG zz^IO(>3er*)O!EZ4QN`3JFIj&60o$1Wht7cyBt}e7;XG#oOWxq_yhb4qbvdp5zS0i zw?X4MSPJ>!{R&hjcf&5}gl|g-U4}QTgNX5BwRaeG`b?+#4F(Bt+x4kM+*&0; z?hNI99{`0Lw(MUQuh6Flkv%Zn?d8lbJFmv_7z4xE-xEenHp8B;)|RJy29(4V2jk?7 zlSF2IHfIqw-UW%#v-W=MCbdkTwy`TGo-~|NQym^v_+78y{HeGQR`>{TFf(71V~UAJz4u+_#w%TsLxJM5ApK2lOBw9G>fTr+vX~i%YISie&xr z`$Ly&s`8s*qY89hv20&YE*avTv`6m-(0Wut8gOZU*8#uF z_em6d%#B2EKr6ilDuF~FT4-i!sZ5$Bc(kddY!v*3nU87^cJqbY1c{)5i}f0l#ZYOg zrz9G0Hm@PDpVp^O^sj4;{%FnhOnPFttd{Z;(y%tuTcYhqAph*Dt549| zM6Z}tJ9MjG9*-{haFI*iC+hvLRJur(sqT%Gph#tp|Kyk88;^_9g})wC`^N886qt_U z6W-aD1q!?wCw0670uLCoCu=(7Iz|+t2PgWu9w9qWSyfO|y>+Y@zN0io`=WnB2QU9= zIF2|zNN=ty7V8ePT)Qv3DYp?8z8+8NJm@k)k1y&C=qisxib_?)6Ghxw2zd;~sU{w4 z6Q#keK8JF9Hw$A%T?Ur)C7W8$%lkaK9(+h8ag?FtJ%>0{`mPNHRaew_2qI?oJnk84 z?MED^lv3O^^t9xA!)v_WS4!#G-c|+AAdF{73Nqb$EOD30lE#s)urq; zm|XekbSfVm<6v4@!JN&dxRi(|&ig#Z%k-{Y&Yy1eoLD->U&@mMTh;G_ro(Bfh9wS^ z>E8z`&gP@<3L9;(>y~?E89!F*`sBYFH8ra2Q}~lvY1s9t{gM2&Eg4N;%j=i=VbIPUZpYXJ?|Kv=_u%9sri@|<@Cu@0 zv;r@q>p4ZZ9QVrXjp|lL2}*=kcrdGSr{zbp>M9fq>3i4c~+2(%wuQ%C?^SuJ<7^(K8rcK!C68Phg=ymlPg&3;_Ne`0?Zae! z^6JB1d*+pD-GlEstwNIY%Zq=mLfND2h`ADBri9OMGPhmcy8L2f{k{2!z2;;mjcd;S zYaDw)*RIE?XHiriosBmxy6(HD0wPr6{I5)We})ZSKds;Uj!@JcSMj_f_k8%bCava^ zm5#t483)xxNtTqR0A_0fx@OJU^N25eUrRS!dx3(6`R`p)TkS&iN0c(Z?X_bO(Ay!|H z*k@g=7v>~J_DC!PGH20@My`yD?+q2DFGd|P`j1v7tmHn>jVWQ&E8PvmxJgLCF?@s@ zs;BQ5qmwXtpQboDpPnn=w~s>(-l_z&eyPg_Whb_sm<6Z6F(|oVDo)~esT@rMRcl)9 z%Dvr5%VtD0tv?f|E&KR%1yf(V702HV)N%j0Ph2JY>RngWaDbHHqZP1%hMjQr*G2LB z@qjDeKPR%rujW7AIoWFsJI>NwoQ^rYUPE066Ts;AeyQ^kAzjS9oV)>7l4Dd&3-x zVWh-w`!s?bIX9Yqc;Ct?3wg3Hg#FWCgTB(nn=YXWABX7INe_)6`34xpQa;{jv+N{g z8gTNoynFL8@8ZinD?z$e&g#r0Mfe9;)soFd9D@H>PyLN9O!Jxb^%wD(93h#^fZ7hj z&}yX$+yGL>+!QZWvYAiBt`39UFD|P4i9B~0f=^nVN_(uAG%4~9-mH1*Y*FtQ!zhJm z|M@zGlVjDwb3RZeInkQ?*49X5WviE#aAmlWum}x!OfA%z&kp;7p2xd?#+Y@$B{DUL z{cYj0O&$|^l;6DvpH4U8_eN~&s}#)RIoR(uN1)|#*i54JOVhX9LCPutD$Z6j838}& zt0;N0t0LNlYF0$83xxv3%Rf|Y6^-HT8^?>gaZXZvDMkI{XTIg|VjX5>5Z8}yjui~5 zO-h=^KiyLY7b#^7y#ikfOMTPV$_b{&!Y+K;^vm*g*44NC`Soo1=T22K72SH>#3PuY@gG`j&<;(r>Ag1TH{QhT4o3!eBbk-|H9d(8-D<45PA!hJD;YaVHKF5o> zvoq_XT$5CDiuLsL1{u+qM9<5HaZwxHJj-}f4jcD?nNeD|IYXL!bmP373&}{=@hbk9 zkHk8PH%-ys!p5n&{RxOOi9=OuqLQ!z0^6$(1XU`a0%4FO^%LSEa1Em;t^&?B$@Nz+ z!4}bhq?3A}ebQ zLzIh%7~v9%T2hjiy(r+GkX*bqIe|$lk}_aQ3hDi1lOf><88|Y-WQ~V;C9J1zcw?Z4 z`{lVwKdWVgrvJY(1TyB8Empyk4oojZGB?V@l9HVOu7G`B=Es+k&?VHpL`ahljXc05 zbeirMn(t!3D57IOn`%V(vrNH#o`lM_8Gly*T#fWeiU~6~w zaO84tQN0cJX)bFyKLy_~Pbwo$yr_ZB>b>NmR;xp)`8>@<)e6xfS+?~SE%#+b>QDzw z=UZHnv5);^C8fTq=W-pae-llZ7hEDpA#vbsW)!u{UGGlxtWVihxvNXII9RJsFbP$M zSTo`vjVdQp_upl0EZ4O@(Q6{<3LpI`UA8N4V zdv#UEnmzMmNs28@tQvy(Q%itbInlie;RNL`zd+$2fb{Dl5!(>N!@znl+G_z`8zEv~ zlfC_2Q||U{zHrG`ZtoJF^*k6rM8YVul<6W;o9RLy*3P-w{!@(~dtdP}GxO7u?=Tlxdm{HC-0mAyaapXWG~>hl|qf^e0Rt$yhpSqUkeq z3eyWZYP+n_WOv9nBKz9dtuV*vfGG(6=`er)5_*D8zE#EFD++&V} zbm&9_&-dt1rx%RMek4*nCEGrfrM`gI51tgY!A#RYbP1f;f;J_Ww6|$lb*D6p>s>Y< zFeO=jQokL3G_X&q^P~v#yExkeF1Ql@hC@*Y3rYHOb^UxzT^KguJ}R1~i4lV8drswB z2~ZExakds6Jt2}#PUaTD%04e&w^A1#^%XRJ5?g?kxs;S!09cUD$3w&03+%Y&J=OwL zzpQgYdpXJ6r~m>}nxX-8EhJ&j75Ucccu2LG~>a(1Jrz)R7tuSSri{jrs7NqHQ+)WVmEpj^@6EY@R;G~Zx*M;f@$pN6^)^C z;sIP^Oq+1@rS_9us>~hyu|o zIJ+_6M7>0qNwl=>+Y6#}Ss$Z?9l?&U|1snnIn-Hi>x5~G;vM)2A>IraE3E-?4kW{a zLN%$l_#&ip9^|p=YY_lTJxC2_Fx?t%Ul+62<&BV#VzS$S$?~muIhB!o7`P3+= zWmdDi7;!Tz;XiVidx0!avpw12clMcx&OKGPR+*nA)a2SkO55aXN@VqI3et;YGDMn#*Oo%GGf zYsBpazfZBAFkJ+fp`FK%qhJcIBsCDMlPrOOEn$gL{MrRa32}cHZ+zh?HY-)$v)2<6 zW+u?`-8rjtz$>#nz?IXAv*-x@1M-Tge7OHv+>R?k)uX|b@Sa^~c*R)U6PGlHK9BqL z0)p51?Mv6jKYvJ5EXgSjqi$42y`M)m(4lR#t^u~-S8*$PCG0d^+`b9(pwlv@Gy+(v zWEk}{lnw5#k*iCSBExj%NaM9R_(fFDY^#+*#uILs@-*ocVG_@KTkD8XhhwT2XtmP$ zqC{z`g6x_0O)Re@#b?DyNIP(3aGDgVs`WxZ`ESIOtF**h0RhQJm^*tKyalWZ<6QZu zSNl5OUw)DGskn*4vAVJZf~2(37Z$(m9SxnTXc69?M-JcgsDhEh7@)4`^^4dnd0*}) zbItqaUwwt`n@4)~nU>*qeX?Ol4|(X#*$7qbKdDLF_|eaS%a~a3f{cz=l+eX_|h6 z3J;mKQRFbJ_j`0mGIduqTTK0t4UZyT;`=U|Y5wR6r9MH0s^(1dVC?`3@Y3n42Yqu% zB=ten(9e)Tj0$<^5ku!QPD!1GoNuM<2tOwKU*hiI`bL=*xjzrp>e%NcOoM+mhyTqM z9LV$T@p(8h+Lw_(O=$VR&k(ymO^a~FplQsS{Al?MSm9u{8tVGP(;fW2*4?htK8?Y+ zy~2{z^ZF+!^~Q?9|w)&1U&aGJ1Bq3}c1R8aS$ z{$j9yDTa5b_QOcUE2B=|c5ZgTS=Btlnb22FM49^K;!3`?Oa1n)n;a6oE@ZpbtYDK9 zy%tm6m0vU@FO=ep*SY58UEYxs#1etesp)SdG}N3NKZ^Cu-dt9*o7Hj;ey9xf%}a*F zPIIenUg?QYL6Qt=RzsP!aBRu3?>t70Bl?v?mpOgde=!^mG=4j~+AiZ!QgWF7_Ul^u zfVDSyX6Q6Ek$(Un)V)Nw;f;Mj#uVSL=@w`)r$T+z8bDwHpVtkKcn zQiF3gQf08#tBRhzi}^XN=b!B2Y*%N{#Fw2+#C`9SjgE&eD9txjr|!DMpRD}2IG2$n;SGC#qn8|pXq8*x20WY=CqoYk@W931{u*XCi zkm}uuQDjTc(yS@+`>Ul%w7_=(cD$m*CArs&2%C?$)z)59?M_!A)@Ls(-9IVdEX6tz zb6rFwMZ?x0e5DF*z5Z^JMb6Kj7|Ux*QCxog8xhI>vKG0QpHn4L^9)%h?eOCURE&>MX)|DyrcHz)fjfdtB;gZ_zZSEeMu-`aA?{WRAs z!DsxYk&E#Iola{tx|(5~Q8GA=LQ(K2`RV0jbp3)fY58{Aq^yVUV+HQ~zY3DpEA^Hj zm|)E1TfOs2iks}e#;{+Z2cKh47C`ETOCIdh1B5+&v(ve)%K)rxAxK2~LYqd(I-{^k~u z@S2GgeK*b&|=sMc6Bf%b|>NxUD&nE3*_88kn`?z{DL*7%GSPwlsr zgdZ5xtmD#a)Oqx21kY&6wqlqQ{oMNLtlA>)WYJOPBir7U|6=u{ZYAtAfs&iyF?K)0 z=^_}@tz^z+27Vl0pwav_Ea|s#L!K=`kDuS7 zRY0fng~&k6K)^{OK1P{HZN^H1U@JmI=p~t5X{3UaV^K!&wN{-|Yt~Zj2&Q%Ea6ZRg zgo;AOC`0!J>mIln?R|R1hxHMYsc{%2zVWa7teOVoc`%~p#};WOso9CuN{CNNV1d23s$fai|` zcO@|wt`V$GoStYdEK<7s_UqRw`dfYSBOF3-YzDu6q8dl1my2k%n+51fDqPYwlC4rvM+5U1-(RA8vU%#ZEzqirHvW1++70Xfk>R`fT96iyW5k zmIlTG6xmuF#|wSU37$8h?ta(kLppSY_z!Dci!IVhgVC;)z+P&8v^5$Vw&v4FjG4u! z^m2KRBxb!b(U>~+o_~DWA}sY=&0ETTYBfZ;){WJ(^?I<{>{%mS3XDY6CYvPG`?4)&9EY|Hg@VLcRHsTzq8#qF6AW2b`9Y6it*hx@8(+O* zV=n-z+k5yH8Ux*YNFX+;_-(Wqf|nBeKBU&<4nyV?)9+`=H~7B6I9DqG@=CiyB!Q5^ zt$%uhCn+DQSqe*_Ztok7+k2Px018Z?ZSYC|hnCQCww>HajMi|u!NlqC;KI?V<0dU% zg9cLVGL6FMYd3iul-Py5jPV`WCZO=Nf2k1t#jwF+&Ok;nt4?4%J2xaeAU2osR&cH| z;THa&w^sQt+2-%>_C+;K?^d0CVt@v>J|SGcf7=peorjQ@*xIV1-90dyTTNO(2;*$C zca_j&pI~5>3?!R&@V+X8e`&(!kM#&30dV9OGsUm|VUJ%>thfgMlS~=^TtjR5eSk`l zU8L6#MLgYX>+{@%Y>t>(Imxs$swfl(zvmelRg(6?-igVQ{NoYX&Skyg6LBcG6&Yg~ z*qwcgzwt9_8eP;Pq7v7^K-EMI5Pn&H{&1caHT+`pqSvT)(a}=)vsFq+pN6Tvv&G5w z2rqAcoI1Gp0%UI3zT=tlo1>OCjYxC2G=sx5|9WFHh+P5o+CwDVpQ~S>{mqw?RbRK{ zdv?~Dt%S<(J-&=uxtMn?eWV>AhFXlVXv}=<=qD9EMhorGik zB}unZGFizE$-xxCGaRNyQ06wjHt*;cc26KRKUt6~zY9_xpICjp@5|aJ6bcnRI1cP~ za;KKo^CZb#LVNLtqKUsJgw~Er$eW&Mb6pmi_B|cc5r@na zF_2heX{pgP!ACWF3lo$0vGxENB;#Vdh4kq&HF216bmEiy9f^?2sAnle!%Y;S{RAB0 z5i$h`35h7VUtZDL%)B4a1D)&W0|_0O*52w>>>v?Z}lf?bhG_ru{|m_P`K2uE%xelJ*GTMacec55@WFZqAlTM(fvS2VS37#@T@SYA~(uJ z7uFD=m87BL|1NyZw4BEWmkQ=Fm2b1SmD4m}Z9KUL@wxaKg`3R8o)fiD)qOjxtBbpEP$r)<>xzN&0ELPE%?~%)L8n`=@(68(mKQ7TSiPp7p zPx8gmS201hrCVnEJT`!OIcAlrg%ro308$Rbws0bM+`h5&QiemUs0porYQvu50~fd; zv<8Mzt7>S>mu10Uj$0N`znQm7KKNSsuWKFYPS4vM|D_qf-An&TRcFsv{I9)CRm1VJ z_Hg6GJ^#9@t6r;7&HVteoW+ee&)C8eLz}k*EIQGiNP_mQ(S|KzZkm!(rA>FU^iXv^ z8MXZ8#n1FxbU)fs((n-j3=1uI$T`LgoTua%*jk`iwRGv=hxR$0$KBi3`(}J*4yltL zChZmz8ijl9)~5ubRL4#pCv?=X_~3(njcC;L=w@hsUV3k%_ zfnTs0?Q*{DNtZ>b3}ZfJw3W+53n8q7a`KxD=fc8%U6lJ=^RH z#Z=(FgkIq0!zjE>P}E!voX*t}`88N=dqNGh8PK&5=s?z3!4L^ydtwx&_i3K$`g~_z znT?L6d#`FA@eZ3I0!pdxHz1Rr0{Iynsr8Za$#2_wDoF{CyW;l?iEYoZEjWMjO|7k&#TI~BSO_001cbb7eejM?Du6sX1 z@3AszE(gv;Z2i&#m9@8h4o%;d$4@5+`on)%;cewY{nxQ6vq33lf2%+j<+Z2R>eyO~ z$X8{oQ?)yu7~CTj8VM>r@_LNRxCV~|2z>5e6`JbZ&2{qb*hpu7f%L=U5TX->nJO?V zxp2M5(`BC6NC1vK!xsWuX+aTtH4~EE=zkb_Z8W^4*qti$Oxf{4w zD!2Jm8|{vzKP7@|W_`y)yfaEV^|nNTskc=XRRvH$+*(O-G`jpEYZ5i|7&jc2hhe zcE8KLcH7V~C1GXeU$k+k?5~Qip*fJgywzJWD(a7 zJmo!OsR(*CsBsZ)yA{C$j8>jR&oG8-3#xx!y=6%|sD1%~kNNApPakjIa?{ZQaSmg; zs1*I-bXyN83-H%r3E`FRQW|5i%FpNjsc>tZW)^`}6S=8;x9j7_Po$JV=T{Dr7 zx_No16c=M68ED+_H4&G_ozgu>-trd&+sXfB{2%s2Cn2ka2uk_)sJOv@*hNsq22Si&&#>GE=alcj}@u#xw5~!#mW=TjVE|dK9Szv1xaOxK+ zE~XpLc)xnqM*qd)&ykBL7xc9Q=H-htBAZYcBF%HC(JR6P~84 z*j>wGs6%v$;i6&K*HmV#b4r|<+UnVcNHqYvWRK;LdeGuFDI#(t8@`o$SDxPdsf+I1 zMZ64jHO^Sxn5An;!QlL@il;bp8ylCfz34{I)K-}11atURE4Z>U z6qXe{@gE~K?uZgccMnMhN3ri&_X?&%<&JyO=~q5aw@svCrz|y z3DfMQSo@0361p}Qo^mPUFAy6^BZGlZwm`@X2=<}WiNvYToY;-+^?P3@{Z-O*KD9_m zEOI@a$SWb^KECyvcJkUw733KwxWTRc(RhPTSwgfoOUNX1L!3^}XCoTw#ihwZwq)dE zzALQocCRD1w z-0N)Siu%uJV9LWI+Oye=Y{=sn;<^1JQfmvL6r}7Yw_{yR>WSl9g~k|RsOCfEV-{7> zY})1!3rYxT;I3TBGf4jcdCpCA_pc*Fux=$*x$C%!Zs71ZHMD9Y3Db8Y(r(($^?qzC zoFA`h=sZDaH61-}QFA0?2XAp)Wz#p^P(u%x99LiA`}1>TqE6#x4|;BK5`#SE@(~=v zXdLs&s_5HTu5uU=`1Y=s#Cm7huN&psgz#~bih(pppxDk!2VMyE?NiSZ(q?O@7IxFe z_tflvs1-@FCf%Rn-BZdXws~#aINVQ4SYR^4Ceg_GhD8mdOEb~5TZry-sF_vv0 z`D>Z*JGa=bA#dP0=ia($Fjlf{TvlcVqPt|xV(QWP+GK+tFd)}Ksv*GdSraDcWCy0x z{HsVw5a7&j4$HG!vvQ>T*uXx=y&Cin4y`&!f->BN2Q^C0Mz^?y)r@S9o-237k&o>d zryGQF$B>h1 zap-#2EZVuWQ#I`zLXd4j7)ilDTK6fPWbnPK$jq3C9y^-wYdMIr1cs6K9Da4}HZvQa z4qC0oLM$pstR1dtB?GW=e!ba%YvvnsjX?Xb2%v`ba{={mbM^No+*L=F`V;Pt-)ynEi+S*4!;e92w8Qw*6@^Ou|(_VONM{6|R zVg1_Yg{;p2%1oE2t+Q%p^fl4w_l>A&dXlt-*$E$pYnqf3T9=QnB_@%}T_Z`RO~+I< z=`FdlmVP0SC6x7yP2`bcK&s(I4B-xKQ`yI{3t*1BDx-u{{Twt@4jdz z!9FQsZVZ)}eg)bVXRBy0LZ|Y(FmVlA4TVM%)Kc#XnCA{hJ`JJ?keYb1So!)}Tl=4Y7c# zS2(QvWY(XEFxrss@`}%g{bmU2rl&@aN`m)wHhej>eWN~tw{n;tTITc@B3qCLVOxQ+ z2NmVl+e=e%&*+{-ME&mjaB$gBFa-)gm*;%3~tc0_}qu9&BDD=Qq$g6-8U&|_;Jaw~hr zEfSj~iH8nB!hzbeC6j&roWdoK2Ll7IBDDNpZWLQe%&Q?|kfW~@OMQhOQG71P5D%LR zDBuoFb-p`^n@)w-Yi(1#hi*8{a=sGJpAOPXdFnEIS4rY)S+uJgnBN^~-gWM*oYm!GDRd-ik( zSB5vt1_91%-85zY0Eso8d&IxUR*1%-Eyg^i9F98G0Wo>JzcKj#0A{b;gZ6hk=Bh-1 z&GP5pnq)1D2Q`J_p`9@Ytb)2C033?K@j8FRwmkm;&rwr9gqSaQ=IpfOmr{=Jhj^Ez zTGz*weQ4R_f_NRss~U7@p-OOj)n603$2GgV;~lGpZtllTMQD^3Nh8zlg0lIYvIS&D z5B6|kMoS#kp>&rKT|^uPBaDizZv@Y#L`^}2@I+JmeJl9kP$HtR?bx7}8T7nB1 zKGuM3xc%k_y*tL*dPCwAxQm66R50(5DlKHGv9$$>#9$FxPMWoh8@{Z^)$W#0v&oDQ zYKu6M;K&XJDqT(EYg=->72&g0A|r4F@OoE83U)>lW~`jqt7TgU81=71&@>G>bgOHn zxiQ<1Yc`2%E*mbqkZI1Fv2dEX%y{2Mjx+YFX%WKp#w&<$ z(nO>jfH|*J@kNEYcz)^PQXF6oee27iR}rVmMmeph!L?>*T4_6?)Y8Rwrz6UL(jg&1 z{_r(Rnt4@B=ZyBK^H|CjW{Ovcw8y7Y4NjxE9WeE$u@xR^S%t(jloD`G-aTr2D|WlR zf&}Eq*rllMZg@V{N7V(E5+3b!&e*;>DGO#kYHMYpAibioz)1g%wl~Gmf?A z_k~}?mn5D;cly+|a^WpZ>!?~g_KsnNcgQsii5a|D)MYmTn$p%7e`!IJ#@_Xr9zNX| z2Ovm4oe43yYFodxiVad2;oxC&TV5fHb&M=Jp#$)&YsSvBGwLy2Ca)IlDVrc|9A~{X zqas#06>d7vb4=qn>F?`CPkOY;x*d~F6wXa3&M7yj?uErMszdL^MBGygp|r!&ot*Zh zB9j8`isIgP_QhJVV;lsI{8V;`S4xq;ylP8ac>|h)klF2}o<&GkdmeF1Yp33<$|Qsp z&0DoBw`}OdVS81yX@qbwc^5DDi*RdI4GC{kP8gcn#be0~OA;#rW+E9J0mAWyuCDP_ z3~eSt6y?7PMK5m5bQ#I3-F3O<$0a3FjlWL^r zBz>y zM+(ZKJOEEx=wXlxVH)zmI(`+wQKs}dAX|=LSIr&Q(yT_?HjnQ$XU29~s$jDf8TPAz z$Y?-9esP~_lr~WS9dc&}fH|%{{_W({=R_I9pUS%C$J*}Pb?=Ji?ew`X<+zn4Q~}O7 z29th}bW5bK*>9ZA;U7!KCprx`r52&P5F?HC9)?abPP*!cAKWI>UHEQdp8q9?91Z#@RwC3#y z=uS;cwl1FL*i+ty`9VD9q%_%Z5sA(RVO)P`?0*TIMf`T&drCxP;8Y8HbeyfjW4&qK z7aAlg?g}$-1!6GI0Am&3_D%<^j;_w`;jLl@V#>#mYp_d^6|_nalZ;mjV>rdEURwj} zUW0EM`4N%^LiesoZgfUU#Vdwst|9}B=QU(QQTEb^id?44hO`)YhiOVGFaCWjq{Wx!ZtR zcRUVycdn$C`%+=fI*==sobS7oArZm_; zC@g&iFKaI2_Hhzrif1n(24mEkfo)-s?MOi<+OET6H0N}g3VT)0+*>XNIQ;83DPHC2 zYZ=h!R=M3RynghP!=}Uv$7c~?-k)=J@?;E!?NpD=M>M;FiYm!xZ!=|}Ks~9WO|lLd zZIHKPS_ux}Qmi{U#V=_jK3I>pxVnizNtqOO6=UtUM~^wVs^Lkgf~t&@%_mks>Bq4D z06u=LGgC~`XPF$+O9tYAG52a+Sqs_6u>Sx)VbO@DJggf#_cx_AypN@;30y_NjAY|>K$nFi+N*_FH|#`CwwD06EV}QiYoz!`_c+D+`u4 z8n8glHo~PvP2^iB+vKUwT5_tOz^AD|2{oPA-H7A1wvD%}2o5n*m58tUq}$$@9a!|K z00*@B&!qN!A$aQ1NQL~ZQYd6HWp&)ws_T(Hw4E-od7 zIp7K`?ONr;k_<+@D_d_(zjSn|b!XgO&OL|{)&*QF36f}gcrk$teD&g|Y$)TcL(3Y^ z+fTTA7G~L|dqiC1R z8Aa)Wan_!9XXUKTXHpgxdv^mVJPN2zZSFouqP5Et(d}p4J)AoYj?M|B1)*Jw-mH{{ zG6Zo1QPUKs#5lb4*Ns(3Y$IVU=M6qR&Hm@L4z#VZ}*Vkp6 z$xplLDx*2~4`&X=E46}on21q{x%wBVU_}krQC4)p*Tl>Pp*>*~74qK$hFQ zuoFFT-ldXu+l_ij}5l1RFJ)tO7d7) zqX+U3VQWb`^f!YpA`90y`@>;@FUk9&z=kj*(zo z6KuI2m34R-rN#*N=AqS->OW;05Jje00u^o5K<2fD%%Tq@N_?;|0PHHV@JT+D0y9(X zBo3TSIJH~YAu&fY1?WDNO7>Z=qG)bqW=0&+0(#VBmTVrBDzZX!qC3u(OK5H1{aix} z^sMI7?YF#zPEB9@Y8g&A2Q=MT%W|O=33DNuY|p05&1yj02yFY+`z=oD%uccF#Jn6D z&yFxT&sv%>gT)@wT?IHPyRtzuENrdHupr{FPlfc^8RT&LoRh$<##2d*E-IC26YOEw zG%JDOcw~!DQbU}!?^@W8#TWNd2xUY8k2tIbKRGpHPW$podkhL4X;?j!ZYAZsB6j1J zIXJ4uDEkwP;Bi)_Z1a(tfmbpNcC2pib6!=#c0ggaG=tt48XTxTYGsKx-n-yd?OJ3-`WmOCmpIM@SJMc7cKf%Ouxkbr!^1X zkeaWoNIjHMf;=M|FZ_KFe+p}OMRxOae@f{S0Mi@ilW3*&i3hTX+j|9$(P9!F7a5^6 z(Gbs?PI1LrP{090s|;q3tjIl-Y)F1)Dd@D=&eqwAa`Nx=sG~nIrS*wi&)6e7RMOt+ zu+J-A;KX zqQj1fkJXhg>?4ISx-;^YtZhF`n%LdRAxupZMlgGkTJQIB?MxUkitDF|oE4Fa!$IzI zfAEh^mM}#73r6L+J&i5ai*okvh{=W=bI{jH`N+?uK-tX11%@cqkN+Bsw^ z4=0+puW45rj4*k7L!)Gz_Qh-y$)M+LSJvj(eO3lGji*mw=wxBUp|U-zq45r++MR%c z6knJXVtR_EbDC)!@lWegVfAR3`URBwPN{D^ieScWgFBa%8Ep^R(; zp4ID`HNyV@V_Ty)&WaTN1DfS?&=PTs)}D#WwR@q+;E75IL0PEq-(1q6Ng#O09%Ayo^;EMSUWCs9%=bL@ z;ya?)`#Yb)tC%i3!yx|vfY)|-Bo!Z(LooR>^5^MMEN3&hv~Wo)T;hZ>{{YV^e<}lpiAgRXr?fhSX&%s zu@t8I0wZ(sdRBCHv%T7b1fO^u;=L4YBo;*^dWv}3K4pzF^ro?XK=7K}^VNoS)fX|G z2gXRQuT_dkH1|ab$n~vBqeF)grhD;FvhF#+BAUhDpuVSmr=R&Uf>+CvBio8Rw#E!? zpQU;R!~<}R58+VDXpT1oO#Ldpw7U!HerE^~#~xdLRPhv<{{U9sm39dh*)Y*AK9yj^ zfaFHMl^j|cBmbMsZE@cx{{6@-spnw+sI5U{N0wuI5gy;g@JFa>o_rQ1AS zSC&GLdWAHbSiwLD{AyMrEIz9urkILhx?(z zi)!3){_RS{Li&`j)3MEYj^#@Yp#}yz)Z37S3zMH((Eh+|;9P&>wD0T*0SD~^{`s!O zh^5Q9gs`I0<{I~OKUn~Eac-BpRi}^2Q3fjAYhcp{8G4Ub8GiW_aeMRgLd( z_EPLn)6^Y8G%QEby6H6g2&3~Y=4PCckyv_mi*~w%Z7>nW4=;?@N}6)3$mZ!sKQGDF zoa)25KE{2FU1xXO5I5f2%|6GV`ig$51oK@Zge`%|^{3fe%D*#4K+R9Ji2am~Ys3yt zu`i~;DwT-;07_BlYg<~DKI!5xS~^wiKHpY=CP(ZIAS^V zr4Y;yF~8+V@k`~lBYu6Wl{L(CxVsoeSqf}sB{TAhZ*ER1X0^E7f6=5r@Doio*BJi* zk7;=S0A$yp8jS8tpdLQdaG^W7TWMZDb6I`rx* zy`I_!2<7rf^{zUtcRHv=eW9Lm-CUBO@V}K!ZiQ7hF*zBiqmC$UoJMdqcluR`*+R#b z94%tn5_o$~Nh^U)Z z5o99lg#hBYNl)*boMgHFb<@UCZlq%><7vfmk{rt?`^Od5r`?>ql0e;m8s~Mqo1enE z1|V(ru6J21Zn71R&{m3ZCz4IW3)KAHl_JF?qkvU?YTQ<_Mw_3IJJ+7h z@~n2!Omcoud)3(Cg3)r= (MdZ@c0$JVH^F59Fe(hC-5zh=tE$Dyih5GYlq{px<+>~Tjux>U9?Kp5k#Czj30 zBPro1A8?h~tHFTPM<* zWeU3@A1`xJmEFlTBNgS{z!co^&q{7WoQ|}{ah$Qi^r0a(Ih+BDcYUihbkE7pnzhA5}vl~=V%v`{iNT-2L*r)7Im zcc28uDNA5dHx&yvIW!D*^5&nwQO8<|Nzb6Gw$`RqFCp0o>c_n%z+@JWaQ=!pE$LR; zP_dh9H4FXuJ!vMm4-kd{vK8y^Q7<^`wGE9SVz&c7sXgjtkJR+(?N3ku7#Q}U_#9L* zjVHA?@3s$0Pz#(=mFzmuCd9}m0-k{MsTM7ZgVvq^;{)qVfuVbvW(z;Csm>dLNsMt) z0s(`?Oup1d7jsYJJWvEpl5h<-mG4r!0n@EPl1(56b4?_k^zERUYvb;Yv{-2nIV9t? zFez`PJ>U31>DHn$Zai=YT4)CmxZ^lcOB`nAP&!73pL&f?ohXSqcQvmBN{S-`r+->f zb^-8=F3>(vQ)dE@e50i_w&RM;v7|M+=9ozbikyI>2dzTj4tvzxp{21%bB*A9qMOO> zPLQlIv%3rmsH?DLYs<*&;A?_$fq)Ns`0ClH(Z6@oy#la~xt=dd)QD{W`&AZ0y$(86%;?tgaK>?$NbCMm@HjyE^W306&ro2@rA=H{41JC4E; znrU3}Ii(=dg~c$itAe;aY9|ZGxWcp|RjAgSsq z5Sd~s(+e4!);0j}O<#$K#t#On%K&*gRMzL_^4qmkoy8PrA?@i%U&@tb^y^INlSbgk z0q@0P?{dQa6AL2)m2PUBg|nVHtKfaA#g)&`8RO|xvGUa+T#hyyv4K(}a%u(zPHI@# zRg9NC>QbT8cX3db7^xyY{2GP>;c&wSrWnR5yRVkn9V&Rpb;zj#IiddmmWp}wrBWR| z$6B$o*QH0WD`XBS0Uq9ZRDc1}l#SeqXwGTeW6%wx9`#+&#Mta=+OHInD0Dd;D7X~I z2OX&C$mvV8ck4~ZIL%rR{3{INn&<~0@j&@o6y_jsdQ)oRu?ZV_%|jyXJJfOBr4u1? z4KH7%2@Tnq*9!2+F5&7v@U3f0q`J3RRF9jjRlqD&hX<&v@w-a9EDmktKb2j%kvFlr z*ell+T0|;A9Fh9e;y}u*IYKjUyI*L_cjE+xn zOn&hr4mYVB^%UQ_I^|D#6}iaddQuUz^~%wr+*XkrFFaA&q~ka}>7{m@^`@E?n9bbv z#W+73d!F=+qrX$qng=+|SguLPAcM#?W;sYFxFV`@2o)kf&5D*QmR%Lg6yy5SQ*?iO z?w&DC3_;?j1zdAebb`&0I&B>|JtzdP8P0q9RkuZT01lNAkwF+4rm5i3sI&!g=LbICl;x3?wy+rY6x{4L7KVAzwlHRKL5)%B~N!SHK+8y3^*6lu_F2~R>QTV-+}k}~9wCB8p;%*@zGf~|AqY=OZ6j$2rHPOJgHrw0hDc za!lJm;;tpB1AOEpeTQ>TVh0E|uVYhkk|T~7t%vvI^ferXr2EJ4r?aRW{&iKQW7CR7 z5Azj9JJe4j9-LBfjP*3qXhe-9pRcVUQPqx3JLye6^=Sw`bA$s#iFcjU@P8ONFo|Rz2zLe5{Q@B`wB!o32~< z5{AHz8!(ai_dhE3Us`iJ-4y_Agmhm~PCM>o63l*2;YzRqsOgVti7}PDus%{SgP^4t z2l-Q^ecS;^iJnbB58O{AbL&E>J!#u}RMEr$%>daLU8|gPNzmsND|!lG1&uNo0?fSr zbnKSE9D15V!N8|*qJRK){b|SvB$`EC$2B%E0Q~3>pz(ptFuo~C3(}!t38Vl|IitN8 z7^XacP%&NoDzuJ!b@idxlh&a*Cxe=HDF)(B0s7NV&fz2cO+OsrM<%o^?G_c>!;?d4 z2raFaB=M0n_JtG8U(w@9lQkB4IIXIU zj~>0~3l2HkijjH>jZR-DrASE66op~L)0U$LH2A?J(h&AIT7j@LntY)8)N%o{liH~W ztQfN~6vZ2#B+@(Wi-FE*Q#(O5VnpkZ1`Svl116zPDsXpkS+eXSHbqxrI|`k!IK@Ka zo|GKv)$r+q2S!Ic}5|+Bm59kO{|H0DNS5yz~@_ z{;;(o{IPO5V^4Jn7rg=?ci%T1Ggd9W>v7c8H3vL(CbTV=?&r5!B5EGk5gE-G6kk;riQ>r$x=7!@S(D#w~5L5>AY#4&~!nyWTE#1(PW zmsR(wQm$^B(P`YICNdkIwCKL+$)>3L)bwAJ)m))YGtZ?)`6xXp`*M2rsAVN$BACcz z89ix^J?cj0F-*orDuhGclNmJaywU)7VyOU~kF_^x4Nm}XVM;+1!owVGAks((9CxQk zq=0EUr2xc>J8)@7-=?W5d8tUq$fhFIgq}_M&+VmNvVmHi<<$yetuT{{XxL#RIH zL8q%zxDHhu_u`tUFme9?>Zitj@uXk9$9heShBh(E$Fbmwjm8-9*PyE=FiEDm4V$~I zG{VI>mnw1EqE)Gw?dQLGi5m`c-mL(oxTm9@nWW$onr=d`;XoF{2aM$Or`xt_v|o5s zv3!z|>(Zg28UvAvLOJQhH5(mjO~BN!BLkdMihh)bkD8yI!lYs^N>V+k2L_%w2Q&dz zc)-H}Rojl7)`?uM)6mrykIQloO1Q8iKD0@ej{~hLs2o#*)rHFGYy3=US~3O^w^GZT z<98JhJ5L6fg+wPTdeTV}T)@z{>sBI}LF80q{OnYHDXj*~>l=o&nA+SEw45n5s#N12 zk*b&Wi+Kmj#H+|Ox@Fm(KeJE7(faqIO6W+lz!*JhGP_$UF`l(xug!)SBAP*{PQ{Th z1C{(m0E}RYTogH==V&5<4B3yAp1gxe^J9@yV|w7z2tE4M+)QU~X)p-Lr-jd2jDnAj z)LcM5ZfQc~^~D&$r(=;o4vD&}cBzrE_|!WFL8p=FNwQ0Out6M(V*w!`ess3n{HLWl zMe<)O$f#hnDv`Cenp2U|rePNSNO zZvLE6=CJB0-~3%DKt@%R@^eldDoz|!Uv;X$P)=$+j4nF$rQ4CkI0AX6 zDxA`62=Rf(T6l<@6Vj$www#)4H>E>ku+||)2NcE}XEfoH_eM#ltSY}Wr|_k5*oHV> zW5DCqtZj}CpELT>JiK8})vC=n91eZzZdHkzOcKm_s3%F$U zrnuvpdC2KeHfR;bV~!}}y)JmbsGae}P{%RHdV$=N!J`c;ZC+2MN&-Q{eC~UCQ@wy> za26Zik7|{Wl*)~woLH3wj{>C6$&>eKa{&x+)Sg~D(+r?=rw8LXqj8Q2gT+cVW156W zF;Qf(>%}VpG?E}Z9MmkqyHiT2JawezsUQQ>tuU!H^MOq!nh_aLw15(7O@#HO18q`Z zG$;d_Q-MP@K>0l=0Dqmc+JJ?a1Qht9XE>{fixS~RSkZ9>yen(-oHU2Or8-Qz?{kw% zz(>^OjWFlECcz3DJW`)dw18)&PO;%ZH2}!AdXW>>rU*X@0FF5G^Hbz}3@F78 z+fEju8DmHUOJ!(L_l4*s@6OPoF>>(g=P_W&ca0hx)cbrr&x!Yp> z(bUsSp@bJ~1HkHNBt^oElTr{P7+SYwW_S6nGAQN{wl;tA)yG=X^4G31DMk-$4%Fk3 z^r&nGoPHjZgALP)ZgY^d6~o@9(&V^6TuZ5WH!|uXxyQ%_p_cV zrlolmm7$r)4URqP%<`?YEbojhakp~KuWCUQkqRE3)vY>ugJNm6vg-GbcW?=eAD2Dr ztBxg6j0$C~x?9_TiFlNaVIr(rYN`CJh%^{GU`TQtQ(z?bvcc&^62|cJ%B8}fX zo|Ie#avE*8;c7dVz{Y9O;bPp!<~-GTKYHNyssUgGwnrGPD9|Vbck5MAgg_9v$6B@K zZe94m#Y}`&xWmniQ?Y^+RA?EdIX&}MIvzUE_87)Lyf_^N5rgv@UU28yn;AY+8bCf_ zi&6CAo}&@POK?AP81)q*s0@JnRIw8U`QIIdNf66q(^&rcO}#NhOm~WsSv}ayKvGBi zG_$ZH6hqpPEJhzWK7zA>CET|;HK@boV^kVHm5nq~BUS<@IQmeH@}4QKyKTlhwK*5% zdSwba_3cb>3{8mXPuR{OC?|KnhOQ z$6_hgw+Ux-q?7ZU8g54A&#ozxfY0}N9Vlp)b*X~BySWuEz!2x~s(M`Bb)EHadR0@L+MkWTg*ct-$6BEfN~I)M9qG;Y zf$dK!#V~&gYJkz~KX_0gCmYUj%|ddg7^`YQklB%W#+0010SxuYu~=Abxr!4<4Ph@ZN1*R46%a%P+I zs-C=4(1+rvLdJb+!sOw-Dyn_rzLjP!c&T7oR@??EVcUwU87U^(waKVx2N9LUM!zd# zv8h1fn#-C%KWH7g(Sj*sJBANYN@)TGDMM3Iw`TBat7Onzfc8O>WZq@0RA&$LzCELP+kVx$9(IH^Qj^Ft;L05Mdl>BUmN zwP>VUxHxq=Y*v~vBN(M2cHxHytqJN6VmoW3zqJyf%!|Vcc_1$pk#QWFP2$|alLH@_ zYg#vs;vqa|LC(`s z0&~yaszM{d{QA?jhg^53GMsK7jWl}G5grPh5u8)O1XG)l#Y6K0?LZO&2=}QI=2AO~ zgLWFG4Ti|?NLC#YD%h($k;urZYbnhDNI=0f#u-{rdD>}k0i>A7kg^_4 zPG9BeOku`FM%&DEF%pMDz%k;K`CE$TG{uK{1KyP*D%`CF5f(AO2Z~+gnBc)0h6~Ux2Nd}{mEc1$a9Ar|fdeXQQS#Wu#aJ70^gN`bz zMpvk-OqNBoJv5;mDNQIX+OFiC>Gq`y>rw^goB;1!?SP83;_AP5tudb*3X5wVfRjnF zq3td~$;Z7hcQN2`{pyrJ00qzBDI}3&TxSE)q@c-*?se{J7n2;bWYZc_{3dCeaB_L1 zF&W-Y4+4}f2NaX@K02DVy*)88ofO2B305&tGoz zA=n*=2OMURP{_NF5ss{S)Qbv7`^$sw7NM4Qo$-t)=}iG4kyboHK3?tXQ7Addri_z; zQm@J>v5UBqk4hdxj8i!+#VL>0kP(*lr*7klcK~xyj$4kEKu8XH)3OH?(3I`CppYAB zj71FIlq&A)OauU)l<^VAH0*8So*M#?0718rOk`CVCXwgk0-|Cuxs4=%3k|1=jX`dU zQYtf?;|o(L3V5ryhQDr*0LdO`!J5xY_ zxW^qkR9Pg_43m>mDEV_pq=dj6_w7Nz9Pmv%U?$`ERcQ&4wvN5(ZUTR-Esl%&)@<#( zvk34yR*T4}0x9~{Y0Bf}s*d9_0WB#7cv_q=BN+NqfdhZ3=}%pXqj#lia3d<9Wrsbg z2FM+1XC_9^VNpoLjN`8q(*dc52Wk4$p>ny;N{SQ;t^U<4xCK-b%{Byxm{xO9x{((h zO+Efls54o2fwWX3qG_U1~~ zA|{D@)X|I@VsN6RQO0O&2dU#U{O)YjBc>`q2w!@F#ovH(d8PruZuE{mT%NT&QD!{Q z10zlEwDc7xP=6{2F~D2+iKi&Seib4jkmCqHi>*Y+T2Q$8P*s%!mOV#GhGG#5XBq2F z2(2rYJ4f9V^x<$uNvNR#gJkhjNB4lM0%cN(f!>yEtQgHH#(AiwA%-(h1MQSxvmVrM zIpFb21_Vdaqa! z@}iHzlO>bx%&*58pf(Oittk0f!5!(K{J)JsEV09qY3OiisJ|wCXq_5fW;l zEF(A>6>4GxKsS1BuXk*PNr3zTp0D~+sLh(;n$ZA$x zQE(z*-k$0VA^mu#1@)v=`AVLEZrrD}Mo!?Z=y6jp z!{Bu^-GhG4I#L5~LsBA;j+xDB1CyV6!qKh_ax@HZTcv9Wm047<1df%QqjqN`SYz{w zvk}~#dQ~04pBd*Ft2X&4aaC&>J<7V6-);^*>CIzs(X#s1_1Mf306LB<1McJNij!y+ z)9#i2?K>Nkk4kHemjr)$j&}@xG|^*s9Ax+6fZJM?z}(6^3T{7lpGu?zxjVO1VX)*L z^yTGoO_4rzVbYl*FW+o&PGCylb@ip#Fi(1T0n=?wfe}V?!5t~2=0WX7^BWb#FcIbt zb4+CK&VH2MGPNX%K+mm1kOjG0#I(Ctof>$6B}vm82tgN=UYb zsUL3NS&XUrI#{VUdc5ZVg)7gH3erPT)kUHuFq$ z^rz;RcNJF|0gH@^gv3e7?N*#)r81q#AlrkHLpE7Kr;tT7^u&NKhBb&;x@4xyRk7xZeO_O;iN+;Pt7JJ_sE< zRIn=r<24{4t{8Dh(J~XBp46(!cr*av8iAGRQJB7L4)pOLR{42e^!H4taY+L!kW;rx zdg4Xrtwv@o-0K#M@nSYYbxYb#iAsco^L*EXQfWmy>(Qa&C)N5ySoPq4#U7;!QI_q zAixY7Y;bo81h)Xe-9t!7kPs|51Shy_aEAcNo#fr`xA(i{oU`uQXWe!G>PNb(tGk}3 zySnPvT`y4++_S^XfLAH)Uy5Tz4x>3V#j7rypj!M zZQ~{ga6tp2wI89A?s;h^H6!_J&*44`cF%a;0zH5r8oz!{vj{8leEQ%U z<_`!s0Ol!b?6sUz)w3uBoHvy+_#b!59b_5iKd%FOBrT-BvbKrj+uiz z%RRsAdi!Z1ov?keFEoX_{81|@(LlbR#&svfj8H8rwi5f(uyk^8NNMJy@AHdUvOSZI{D z>#B%Ctn{2k1TyZRGwchw(V8bHO@u`rD)H@v_ORWyJyhv;C7`NW)o)7WOoigq?y@ED zX{eh>krk~1wb(k!SMxB+Lz8t-doj!1oCVoB_EkAIwoD8iPdIoGFF|!k7I>O|_D-?N zrK||4TJ=0`e!7T-!_h3cd2DklG}>{G91su&%AK)*+B>*C45M%bYAI4g56}J;Y@oCo zxF0KzHPRa116*NpxHwkYeA9J7YaizeS8K+A33s3Lcb{b2Sro_WhPbkyN^iqwNmq=q z;b#Wea@cvnQ~}B)+M(}k@~q*TD6AZ*P?^LK)d;IyMfIv$qe~xgV97Ahv!cFH(g@nu zdH>ZptGtShl2d9NYfVEnn+|;8CcfvM!G!E2EjHdwP1Z|d{dP~jk?nP0g}lApgb>B9 zxVn3bd`@=Ho!Mge785k}zDmfx@j*?VPLBSEl%XXG@4P7&ArB$^l;ZC*18zl>>`A?u zQb>ql;#IAmM2d`~eD14AWjS$d-p*W;bti#p4-J_@wcIrl2x58JvO3hTEab%&G^WM$ z0~Zp$OPt#zx%m{>!B1otpzr*S<&cwu-}{O`v_qKmF-{&Bn$U(&0p-Rqf;-vczs~1m zill$XOV{4y+I(}HcvhB#VY;qc%jYOli3`MgXVd#h^)oPdnv(v=JM9tgKUXDzx!x4j*H10Fy_^JI> z4YcPGaNn?eI)mjxg5Q*Xeb6z<>2PgAHwobxU0SSk`?Uq)a-LpD^m3-*rb*80QKHKc z78LJd{?8m!!a`W+miotN&M%RVa`eXWFG|IQEB!GV+?(SSiW3~bTPOZgPTk2`pND{F zAz1DRPy}t~4g}#!s9A&a2FY{lXA`ake$zTimF0mGn;sRj&LW^mDx@t4c+xCflH}HK zOMAY^@Oo@;O}r!pvA3zvmNBWkEC(szK^L5 zz9B>$`Y)H)Wnmix8{x|AgOh2S$!f6d5{4~}@ezy-*HZY2#C-xN!DV)cU$LV{_+3cF zJE;{o#LMj@bCDnKQ&dFpxv`%Tx6)Rm5ln?R%i=&vWySp0Mq#>m_~P&bkx^Xj%UG-} zex#F&*2|k@k|e!$2<=1{XqlA_9VJ=yEqjeth9!7Z(%}*8S2~a&<*)awm&2Pn&8jri zf}kIx953CRyuS~oTMpKn*P4vrGC-(gHW_9{aL?rRgcIk<@u*hgxvvX>$2CWp(y z&fe@_+q+7mm2%KP6BJc=j>K`qHOBKF7ztx^>qMt(1@E6O9Ki0@X6iCuxGh&vNG%uMgmYXO6bjF}73vgsvMsm_X8>|MY(9DR*;*Na0X z7K`Nwzp*;?nD`2AO@bOQR*bW%yUuNBubq7yL@_m61EZ6qBw3y1MO@5!XMX|matR)P zxO%dGYzYIezxFm_w`W;&=XQ>#R{z!^a*QROtI9o~qYQcjfdu%cqoeHdG5ROBFgaegSajar0Qk5t_ z4Ph)Aky=l^2q~c}J`?i=Nr9;3ON_<7%8P1d)4dIk=zx`iDkU^UN5R_<>WzwW70xch z#e>nCaem%aU&(bAKW$4s1`;zdvD7lmdSTM!v40D1<0$t_!a4IP3~}0sm62M{O-*21 zICq!-ECk_|NV8x^@D$)=?*k+5sZs%!#VeZd&!*TGeJe_Y@7`TIZ5O&^yaPx--Gm2O&H^X<*&|t{k-ST@(uIyfdRpdC-(zi@rrUT>;yOs70j#Iru@13z02N3nNah9L?e&1WrCaPn<4Kq z#MW(={CD2PHX0;)?~#)r`vy#K6pbQ+)}*29n;YRB0w|A)DU6GmQHO$K*^$>&mn)Lg0yOtdDuIy(ZMNX zscv)YbzRc0KTwf*3Nsf2_9UD3;!ef$h?zcQCaPHgL`q zhSpI~8uYp#Nw@@I2Sk$07>O)g20wec2Q@*M3bZfN%&29I$m$h2l(TRLXrUUWuw=d#MmRT+ z(5E&Ou0lkwJaAVsg$==!j-Ft}Y>Fccl#$c<3ipxXjc-Frh4=#5X)??|ZdWo08pR>D z(pK`xSa^dvW@Dlo1u&DUa874Rt1;fUGX~l#Xih|lBal2S+EN_q%qdAB_8-nisS#vd zmvbO3ca`W3H(!tnQFtMP4x9Frw^HWH4@62~NXXeqg?pOuB45~dkW=M9%jkv1*4(1i zHg~1!%{|x`aPkhPUGpi-R4ZGVShr$YGgtG-W3=rg0_)^ zgJnetJL4F7cprDlgaJ{5N;hvO~9sQ6XR0}v< z#qrtV)znVWR6Vs%$zqglhqHsKOZM?=1U>#Y#tR8grsjQy=dM8FA#Z*na0gRih26(` zNjTn3HZK`Bn9!1;H1!z0N}fcj?p4aG(d3AWm0?eU!wkAfwk_azDqcMMFxfI!6i=L7 zy+oCOj|c13VctJT`m8MTnIHM_FMgj){v@r&IZherh^rJ(kMn=ge& z5LULY`? z)Qw=B^!i@Iu$TMU?~s()!uar)Eqi3~j=A80ga@{Xj^P{OpW11~D(`Y!5OUQvrz<)) z@>(`j23<*B7NcDBC?%AKCk4HW$^r`0!{bYEoKAUG=xYR4*>%F>KjOyOjC3Td=e~8N zn`V$A_pap)i=LfCs@;@N;yu&{wn&ybq;H@X*34*A^U<7}u%kXF&+jUiP3uw6f-lqj z>JJSV^+YJD2_Ggn>cQ?4r83g{I-fa_9}RODt+=8k_d+@=EK*UE67H#_tdA3e4~&gJ7{ugq_ab$gG>4!-Y7Vkq_3!9&AU5}~=Q=-*B@qz=uYON%T18XF{p zW0h^#hzKhau$+0d`JK*QkHELwiFKQ{GGvrf%)26w53zDVGM=4M)6YVO!+uaDPZ6z* zU2S1sjfY2My?U{$)EJDWNE2!>t?1{N%=vm~K07@#ubkC|E1RYK9C=Gf%Fj^qOw4MX zKOHtvWp2WKfyR!2d(XXSVDr-N%1|BRozy(ff4^_+KO|!i^)9wV-#byv`_Pa%Cb^Z) zr_d{di6(Zy&fY)kwzC^At-yVzwm;UFUN-=KuJnk0M~&ep`)@ZCEG7PK?eQ`LAEF+q z7$S9@J()D!{7#i1xZwiRC2oW5$wx(`JuZ<#0R2u@wNcg0#hnC?zQhVV&7;1+ZLhdO(l^uj9>{L>19Pd)e_P_mTiHy&JHqBlVLf`{XpRcWqG6{1Ff$p-+oYrDXWnzoK>nX!3g4uhEv^ixQ*{oDEJ{0_rdVg_+>7 zeL*3T$fZW{f>$F-1c+yoomfw_VM#)R?kZ?&DKL#b5vEw}@QG9lMivLN7kOzRz*VeZ z1V|faY?lSTAB6X!#C8WMiJdjun;>MT6h-%jwlcD<0x}EeMy=|lXW%dqlyJ`kIf?&Yw;WMP#i?pDDneZWR){1{f zva&*&k7b&gi58(!n-{3fg7Vy}jKK4oe>Q#_LI`kArOIf=o5HmND-VPK-=r70L&~r( z&4rXuR+4~pnA%a^M+g})zJ-9bY-ZVvo-c&`HffOaXdC zMaf(lX|IkwHMGcc2lYZURAIzNNZFfOD2@vbjIQoFbPj?vlT8P}hV9&tVo-su@!JkK z_DJUL3wsT)V_!o!4tiavG2YyARYrz@0%5HcqW-ci&fXdqoo&`>Kg)$Gt9L3Vaau8s zoip7C=0S&VN+bC}N^gF#Thz4`sRRq{QH91WsM{h~=nOGdoj5e%>@X%B2s=Yk9J=DT z84DNUbTZ~e3hd+UNfB8mV~3^ykT>t_tu42O7DtS;t>fwJm5h?0*&A~^r+Bqn1&s8r z;z-xE40JWrTy`z~-@YFEduXPVi-q2@%?-%kWm7Cuty%+|p1iMPkB=g@hH z-CF87GPbMNYsR=CLVnYq3!^D^LiKH|Ryf@ARk9TvFTP{hDLj4k2zY298dl8_nsYiL zvPh2@bR|+|-C2$?*W5Rggllv^+NSQM)H}WTeX4Gj4*WExtj1D7WjnVclrr;vYCzZS zi(mFTJ(p1jWk!RJ5glkl5zSj9e~;>!=VXkV0lmpiS_IPY{Xn?yEDh4Kl%zgplsh3K zQ(}+Kq!Hfg;IzUf8rXcgUekW_)MET1B7laOEVauqAYvhkB}1sdzG@X0cd8m@k`x2E zYh!P)NDwKdM4vD68lv$i>f#*i6Q<>;28z(7i+v;>kufAyvPvMYRm@XYjl;4;%Iq0f zh@~J1K~!q9pW99vTeMWifcvJ(OR2kQ8=pk-6xSC(V}U)E$CQ=M?~{{!%Nl;1=q};|KtzLaKIKL6CEIamI-(O*_e~=p49BLfX)E82vFR)Y zS8s-|6sbp&AS zi#8>E5Z_LziG_e0D(dq?nXo65@7Hrbvx(599l)|}p9n1oSD-CN8D())S!8F0?~`_8?`V#$dIT^~pbz#T zIic#zF~C?QE`j__%Wn>tn!_)q=o&4Pm7Mz;72eR62rXA(oxGnVLq?aTtKc>NJbT+~2vHM{A z%%ie%e)dquSBgp@F)Wzl%LXC%38{ExVK@%m)JO?0Q*&WM?PXOH(N6@lZ`JT~=ol0H zr>Yrn405lh;`A9Pp)Th3F`b>&c}6{-|UU%hs=0|+z zofXy;7K0+kx;*@vKAogu!zeK^TJqqyEtv7HilC_eu2Kn$D2i9*%j9hP&QgPJtJ3FM zIoly<*A`bPwGV~8c&4O<)|D*fXiC^m60;P8{hF)mprG$W{pFHu!U8lpg9%!7 z@+uVB32F(74kJQS4gG1tovX27TAz1FAR$ZN^hF*;0!al|kC|eV0?I>YN?y7q+L3h3 zNhkN0SJVL$@IjX%dm~Iq3NUSF`c;?|`0YF43s9F}j!jNGpS31aEns;y!JaRb0?n7? zB6nSjT_3fiQ@JB1p1%e3V@6|w2wS@{?{w}VOw znZq6{`siAbh#fR}b~e!Q<@IPofhBP7+ER^*4r<>GxpaianF=!>6T z;d2p^Y}$c@IW+1hQpy)DpdU0y_)N8k%Czpf_23ucmC>(}N-U5`Eu=3iZqf7Pbu6eW znT072RX>1W@nse2I0y;$cj-|SdXA+cG_g|3o4SnMKcJEfw}I>fJQ~1obw!5e@*Lvi znbM+UUi!pLt5ocL?I_k`9lDQHQKI=j=WwyCouTd?Zq}Agzb{>^9B{Gt1VQw?^uI5~ z!~lA}uGRnr7iSNEuBVm9uNyr#PwU@LH7uRruYf`T8B2HT-&tg2<>ln%;ipeK+FQBV zbIZ6mLX|z>HxPilGsFdI?`#V&w0D+vcDMhZ`(Nectlc4Q_O2c-ZuESD0`SUp01EbQ z?jEvsmTvU?d;m4ezg+`?AUFZ2hn+jU5HG*bubdJR|H%2T!vDhg-^u@O$Zxj)Gp7oU zmbUJ{YW;(AX=htUYkF=V5FqUiv3B;L7ZTtF{G#~lnwt-PBWvlZWNmM2_s1(~FWcW7 z(hKkl0n{yh{sUxEGtbG<((ej7#IUzPri`frZluN8pwzdsd#0v|mP_?wafh@S7y zTv~1}5M65zQ-GG70zl8&#{;131g~1=k3{y5MA?j9LIR*}4YjxY{dN8-EF#EDF97=W zS<1qHVmO=b@Za~hXaS0DE}pJ`jvl{n0J`vj!_wK^^;d%+z5rQWxG22rA=WyIGH}Xz zmR9cYEV>?Uo)C{e8tqOm2>k2c{fqXWT?GFNJgnUSaG85p%UQz*7i)l;wX>~<9X%h2 zPxx24KgTtnoRMr*_eDXXzGGd16+}h8^w1MDqx8WH>$wEo{WOUE*T${Qf?Z4Y>aQxr zBi|OvTM?6T)>ONv8PF5u&oob>6_9tG-HxXpzMtLSKu4}5Kid2>=0PC_V=$x><>_ni zK0|4hH06;9?sm?2(dHeU5g2I1!+dA*A~IEG0r&D&XsBm&2-P3CwxKQYp!N7l;$u*7 z$LH&nw-4br%q{v<++4)siSv?SeQoK(6m{v=iaR%2K8&eqhG6~;+-TFpy5tScLS<>k zur^bkPbB#OmCD!+oop+!x~j1B_e}v7rBSlht6eIj?dhDlVns*aZs_U?wn;`y7aERS zwq76X_HC_?XivUwoA(-PHQc{E9q5^3ziapq+-kmJ{trD#((*&`~jg}~{MKa|v>rx4urt=gcf6x=(8~N=nsobqsfm(bxO2c{T z(s)R~geRKmoX@b3g9EWMDr3L8k_I#BIm?o5 zXFbdKopdVQrh=vk2v#RD1x8RORhS{))JateSV%}8?9`peMs)w2vGaF=6pCxbc_4#| zU$aI#`~!AlDIfL70QyG~XJpQ49^Z}6$#-AR_(vksAbEn$`U2Yic0O0VN7mvibpcC# z_13y;bA?%pL8Aq=zSq9VG?KI4T;nr+>=pz2&nT~`%rzCX(Ds^nZ{_p`Gx&VL#cHe* zsi|xUj;bV@Q;Z8%L&fu}=zC29+{#bhRH|&!&#x-83i_^FH2SQ^uzibAY%o?j4Z_Er z4f(0;s<*|%b@iklkxq80VMJR9rn zlb9Au2*vHyb7g`mZuW|qvXXq1FY6Xxst}$JP$7e!c>D8rx=;n>#JoM_{!Hpc@RK-` zh6(G?B=`CKj-A_C5$C~_zB}r@(!e^EGwum?;HwL|1&?0T+u)lvY|__g{^!V_y*~8c zKA*i-xQ`IE_@Ocr!iwkrXMg>Wh<(!p4x6t63NGD#3?m zn1lf#7rVa9^!2u{Oh{{xgUMI8>+dc-f4 zLVg{}s}@OvJFA&rZrAdv6DMS?%<#XFaHXTj!Tm^l;9`RG%Y)ixCWTRIumE zZFq*_JIjLuE3}djI-B+#o}F+qx!R8)S0NT&zU`E7BpM|Bc#JU~FE!pYEk%#|bV{X4 zrtbyx#rRl!e@lo5DL9Oy%cpCyWvPMBilB#V@8;I^qr)02MK4?_9%N7~GPBvTq% zs7B~@3l?P#>3||8sCM@Zk+p4q5!&m=gLuhs>>SfzBld`Fo>8Tm#l)J;7UQ@69x7Ve z8Be5?63ZHay(WFNF>YB9WVQ=`;*2a%Y%vX*ca;j=aidBxNlrj_Aame1iGY~UHI9vP z>yH(&wM8pB**ZoW6%;teFHha$VJ=ca2RPGJ$c|N&#_=qE_FPjDS2z1nYRnqu9EHp@ z5-UZz5Tq|N=86})7A>qv6{s8C#M}he`!J#(+)%k0$H=2PnMR^>{M>Zw9<)xi!VBh& zbeew?zW%lncjgYQLelEAq%Ofi;%FDZp+Oj++cSUEt6o#1cG2~|7*`Q-Kf&3uwv*2; z7+u1tVTHjP>i9(VojSSI9J6_5h&KRD^4p|dSIo!BwB2Cz?I2ivQMjtR!XyJKVRu?s@Ni<)ZS7LuK)B7WG|;?7ai^ zp#;rQseWg1YeLd8*QqkmQHz1PMVG|(aO(ELhO32QcCxm{;9Fm1ZeM5AgyC)D?vX~y$Ho;hQLbhdKy#8TdbG&9!h8E^50vS$L!|HmhlNmEZPaN)os2=909%AfR1<61R<-7m^-o5%&Qna`@IgK~(N zEVVUv(Z7Fm%B^6cu1!20YM9-+ByO2DJJ{{ki#}73Lr|dpZo`Pe6=yZ4fZ=z(2a4YF zjARX=A<=NF+>LlIw#to%-Rin-)jX!((}tA1QLh8uz9XCyeDzM()!E{1nSeON*3NJvJ$zZ$VNRZxj^O&@Z%?#)SF0lc7$3%{2yH+Vi! zW=ewpCPph>dP{sz8o&_{)tN1sQC1?w&ydczA#4V--CuCKJ(0{tOVwXvR&E-aPuhj6@2+s z*yK5>74>T0xOtx1kv=Ik>dFa3&zHK`9DP<bgRI z=+gfsU6=1Ky6$h_N0F0D8Vy=9(<8w!HoI=L&4e=X?mi`0QNKoJBS0< z=tD|b6L&h-4-Q{cmbwTo6tLw9>tMP;WSGlJnC-W95pa(td-zF-Ue%4u%Khya7<-U^ zth(Gkt4zUW*~{Rp#RpB@xx>P~leDGaAph$kR@|HBD~TTAl{6KLT@~^c9BMM^GyFI^ zJlqG(cVDQ~Z#{IANyQd8+=5OED>h3og)=%+E60iQK82UNmc~SsKT~arKt#0~(^}g28 z7Rn8#JUqb>=i%5rgp^Hz3ki{Mt3vCZ4c-Kfr@`bw)?h+)N<(I~bOs~au(|_og6_N zs85fsoyeNAdw$dV?c|2o9Hf-xBigk7fJRrq{bPf`ML1uE%vJakM;Es>x-qfCV?0T+ zm8kF<)pehoCmcBd-n~#?D^re4yk_no_C*>uWMw&6;`zqopzficccp4LU1o0MDY8i; zJ!J2@i~~^a0-M)y=>ouv#rY?n(qzch$p&1RCwS4`m zkI3IFdusQJ6M3a3uNd!IY1Yuj+TT}--*CN?#P+nvf6!&?~bzs{o z*4|S}dWNJvDL$O;H<{FVS*k1>hA@*kL`8A<`7UT1SsuWsNsoK&5doTb+pf>T8l6oh z<`$Lsg#lNLeISZ#TgDzcjk_J~Trf^FT-gN{P4Yfz?La)2wqDg`zX$2lI_R?@;$8&F zRvY0v5O`)h;i@e|iM=y%(+g3j|AvY9U0xG&g4A6O{b?nXoqAjml`v3`;EyE9`~$}B zSW!R;4*mggEP`Yq#szU~h-6`=M_bhMoNf4L{{vHg^^b%Yr7;q=T8CZs?aNstegvDt z+>;^-9PO!fPdOlcQN?3NdDx+h4z;L(5sTJZeY@M5C(mb-Tv5jv%p7JAq!_a=w+Ceo zCbtkp8!#krICj_liTTW9jE> zR+GcX;qpBi>LOXyW;%u{*=tp{aSh8KJ#7iYc074e#M|jAcv7z#iP<8L38xRaoF2V# zWo+FG@l56A&$?6`>| zsn6$*f|ob7zDe)oOA|i{B0}2_G8Uy`a&Jt9M(6sWsqc=lX9rxe+|rlX(toc1;wv{x zldv0oj*~$#Xdir!-E|XbIuqoZ2T4Xhf0<=C)zV+fpbHF_FJfXetdidRf_&EbYFmWI z=hE^7etr51<-69Vib57es;zbe!I$syTd@JYyl~YQQ(J63-TO5|+|%^38zA*(bO->O zxe3)@55X`=ru?4Kp}qh1idm75#xF7Yv{ST~XrZD?hcw8A-aDk)ozr|%F z{+L$l;z870udGGuKgM;ofEh1Z`Jp@}{+iTGIUK(BN|jH@ng93`3F!>N=>gs~%|mT) zMy71@1E2;`qR=h86&jqz$@b9=vvNYy=CQZwUbI1xxaoZ%@wLGsO88jDe#*vCE`WS( zwz+d*?UUbzWXrP!)Aq}+Mp#)q<*Z+=f$$(6($Q~ zmVYjH;r{r@eI)XX*46v)n3{pP1D#w;oZY2J@*yN6;0pH>=c~RYVeh6Fl}<}Pkx_-c zq5nb4`(?EJQ-%4zrRDL%O|0;0;0}X7ZJTgo;(yhmDa8Mq{(ni!1B{$=4ZB`H z{JL$HG>&B@tu|Vn72m)FjCxhFcL#R&g_gd&bdGKd*EfFM-fw$wQtut~{WNZ1c_%>7 z=3^#m@Kw(^p{R(v=%mgd6(!L4?d1T%`{37^jfLZc)L_9I#tRq6lgb5Oq1lqtqIIpd z48d*>qB2b-RW%GyHdn6~^N2A?jBpyCdV-hi*z3rGr!xI|6{*}5H>fAiy)crVl!h!y z71FK(iw!r$yaK1NW~4Rte7{N+*h?3renks-%-=Dp=Ga|<8~GkJ5+IFGT}Fre)JLBk zI&8qGE2W806v(NE##I)8l+PYFhbuIX4#ssY=5`H7LpU`@pr9_>BSZPXoVRWeQoq{( zkdGrO!G=d2g$E}6EK1W!8`byj<9Q0&Mm^#CNnT0I>o+N0CR3MIAQrXx=RhaLBX<&w zcu#r`lbn05pFC0?E-^5LAd(yB35)mSX(nZs4Y)R`Sm}%SXr!|DbMn)hl=?~&Dkw1< zCoxFr&)ku4q}-VbAz!y`K{@upi1M~9!}Azghrpt#u+;}Ze%m~+YutU$B}2q=U6tSt z1NNz;Rg43r+BZObf~TEHB=Iy~-jw;8AH}`5)@)ZKG>Me`f~+xyka^=L)=5|o20sOB z_dbWG+l1O~FrxE#%(OZu9dBgzjWFpcPd_K~wJDCmdj7G0XP|60SAW^+o}ouN8LKO54moV~{_^vKW7SVt$ksscku> zLB`!})5hgsc@p}(glPgODSN%4rl3GM;lwy8oa%3@se#o#5M2xD^kJ{@2=7;57U8od zWv@HUFn9_oKtLIf`ueJAD#@$pwlspn7SkrW?{lO>CT!#79EG6SM)&)5)-ax^=UdBW zD8eLmbYnCYCo5X`%Lq?4sAR{PvjqpFh**^MHeyMAx=V6x=Ap;{OCJ|-Vt78It@T7* zJ+sW61y&jOK`y~(fK5bP_DZ9J_Y3e5M$MNF$3P28GaZ3@Q9O^O-L2rEz-`kRJm+rt zR9f>~y8|}(!HBXILJK6u-0tx$)uxF^Vt(u2BF+YP8x=Lji#gAB^-g8P4g8eMtXnUn zIaeQEp||YVfF3dhvik6_65(`DKz6X%enFE;NZrtvg`BPDx*)! zT`FJG*&9?`y8D@-7Jdv&!9-~^G7|ixGih89v9DuHYnt7sTpv!*v{#@M!yt+HQ)C7M z;~&?P8z0bX8ELD~#yWopzNi;lZZmxpEcOIVGF)P*L`wd%?CpNmLYL(Pi@&T_a%fy_ z-5@#}6fcM25$`iCi`}QE9;<~Xh7o4v5X72X6F~~|v)LJ%HA&8Q`(poLD*P9Z`hU;h zAw)0qhtEv`C_>LC^veSbpAG-?@BJI+-+z6A{G03XzvJ=){dI!;M~D9ZVuIx7`(5tu zF26$~Cl_K7f**A3KRX{e$q5EMeGT77mWD=KRFve(sz+dw4I*C>U{|jA+}=*R8C_x(j~{Y($`25Ax^{e%y}T{NIngS{`gDO?!>3DxT<0tenn7GFVjQeS z{jf)2zZ}U#7i01MeCZB1;~{!vy}bvpC-0I$%*3(2$^6}{-Ja7NlV|(;zB!*lYz!L7 z2jJS7a0E5>6J1NNaQqZU$qclC{$pKyfT+HX{?>y05ufgce`=Biuu=S3l;8kYM8BDd z4jBqY@lKsuXppbtY_UUfhmvHxi>J}j^n__Fb2^G33q`b%_nUcU=F8M7^+y!0Q<$#OzZo1TfFvsRoR5-hT@~$Qm18o-pyK^-gZEuNV2!ZGu5WW zzw~08N!9b;Z?nZwKO@dHp!{j(tRAoscsnCkcCt4M6`hXhov|T4a_I3=f1TNH_vJ~~ z_}p_(P=5lC_mr8Rm>&4?`(>npGsNW05LvA6$9TL)!l_br$~prmt)s;mn+KEd6X|OZ zJFZLAh1(TFocO;kzg>M#+2LJ^wR7kBc(e(J6hI>}DKAfk^7NKxf*qm-9p?rgsPLi5 zqs@dxDn?cwNt0o}h|e&e-S}SmOe*AK3+rjiHE(OcsI_017Q{;a(uy z9qOcLwfTYgjT0(soGP7AFJec^1$X$?B@dTBzI<3kO_aPeQ$)m6R_JHH2%G+z;#=|= z*abCm%MS>x>^Z81URqq{D(LB(v~B3%lZ=EhYa9i;9n}o&FkFdZe!avbcfP*MPadYc zmEDB8V!jFGKG%=UmECX#GCR#yPJZ$)id(y0Bfovc>T|pp&h$ZT&s7VN_>wHC_~VQ5 z2iDfZII1kMA6+%GlQ*BIC9M*&R+q9rB`jUOZa;~5JI&F4Yb(b1b!j=EF?%KO8(#ZL zVyodT^vRIn5$RS;Q9ik3%?K zmycEiJ1lo`%IGTy%4oDK?Ye^7T%Y;GEs!3Q*Mz6$W+d$sw2qnNM@vaqd>|!&kJFw! z0x>tR3MKR}QHi_>&>4_mYGDmLHcM84b!%Q z(vi(gPs|6VW7AbM`{~p6@{3b1EiNIk`;1JZwJU*!@)9k-2oi_k0xs2ti&NVc{C?rU zz5>s-)AiD)m>de`AGt|d-?Zju{HRpAunc~}L9|D!uoh3ga(7u(6O#8-GA;HMV@FUC z=R(Ijx_R8h(bB%%OjK*(8I`RE>dw1j2DYEb#_7jY|6#`Z-yn(LKrr6FpobKG;l5m) z-CZ0l-T#jEQij4|A@&}=+)94~-aswkAyDCH5ja#t=nuS*o{PS-{V)6m9MS~*jdS_y z4Ddg|AX9je-#8XC`rkbNUN`;m=+7n8KLXMI!qA`CHCbi3U$y^Qjq?2ivoD+Ccn#zi@3r^n&m&0AA}qVWWV**V}(>@-IirUz+^iQ=k3~HcA*S z_rD2Q1P++`?d5?hO-7nl4%QG4II2nA+QX8M_m_(GH%b3@Ee^tepuPS}7Kh)K131j{ zcmMJIru}DE{%3_sNcf-KN(KuW)Ifs3#I)c{MQYEsPj%jpBjkvr^ysx8>+3T_2$D}! z)T?%vkp{0&vMzxD;XRd-M2hdo|WKd<9yE6iGdJT2G3XQs^VobnLmsp)n}7 zkB3(+&DY-499w*!a%Rt*`NF3?(S&>48t%2P+ltES!|~bB)raD#*Qh^zVnV^B zsREX1y1+!JBgQnPMUyV-3|28M&Ji1%0tzY%F&-*}Hx_qvwt~1VNZ{3fK zJJW4Q6Zr&p=Ic{9yL-hN9HpZOO>_jYt5Iu_ymt@B0eqHjJ@M8ei5C+RWoDM&Kf73* zyjgleSwkHE3s2WsUVSzLyh+6BX;|rax-ol8UZcQ2|8@_FLe)qysUbWoXSbh7o zzC!o}b(Ig37Atq8aV2BUX`z}W0qFMm05?1|=25f2K^8pPRh$-8JXy@65hmNLo^kY5 z7Kqt9BC5A;2d>ZNzK&e1Xqbp_PvK3B{|FOV8%eMWtmE^Fo4(4dSJuYriwFqbdY`G* zQVoyi{*YtZf?_1ZI8T0a|j&y`=IT>2_S;26wb=pAuQxTFD<-t`AgJq7|84;*a?@t8}zsPQl2b@`9IqJyS(*Bs2+cm27oePBoXffXxD>4P>~GoFxM@$-vCJbR;=libx9`ep8?4H?Jo!IEdb zj($$>lV8dW6ZA{{@DfsN|4HPZA0;|5477VijDy^VihI1@Bhty;DV%xULU&6Y>`x_9 zM)$L6*NJ8$Fv`R;AS^g98;j+1O|c`4Qa(oYN-2q$1Z86@ZCDe8Bk^_~OgJ3gT(d-u zQamqa`l_2w`w^j)IJ$d14)v35A;(T3-+w=A3jd=$@Bfy`^G`!3K;iGkPeFRYKg^U0 z|DO+DzlX&C76A13DD?Ni>lf|+{on-@t{3yGm&1%1G7H>C3x-Qy zj+gLSQ7UV$LvwR4>!MwFGIy`%R=e`$OiRbR_{LqQEO7eFlx@^X(ycd4#Yi-uDSM!a zVPWFVnN!;JOkxl_#w&~0t+|Pv)JI{DUvkWz@Z!#Z_bhr!@yf(NolHb5Qp#bdwLGwN z81^FGjf^_}qb5P=UfHcZ-9`CC{Cj@t_Cqh8zLD5LSyFwqX0|z<$vq5`ul8~Kk=e~| zU!T(?HCc3)N_!BkMf2eu5i;8$K;qx8=^!}d{Fo0jqm4CV^4f7E_M=u*IqZ@oW`sSw z)ZQ)TYI?z#p6qsKfwI#)*8w6IduKOB!TtE*04t2;=|^M@%Hgqh%Y#spcjZ@iF+-_t zh$<*T%s-QRU7A9hX8JSII`t%zeF33b80z-nmrTkzuB+Fa<`jsp8gIsPCK4wU-iY=l zUTKk>ss=5h%d$L-#$nYd>FbKei1(#jaujgD>}*N$_Ycp7Qjc(^3*8XcBytZ=YSW#;bXW z8p1#ZBRZA^eazp}OsE5IP7O7JLc$$a#BKYs43#vuce$OWipnlJpf09g9UdQKu^-dU-Y<%CK zA=Q*->o}9faXD13h}X0BNv2QyDOFr_bL@3dAw;+qHon-WR;%kW`KBnNBbQ|pLwIcl zXNIWdRl}p@`stM6_j%>f>t9!>Lp03&QP$Q$k&$hMf9mP7zZDNwD{IA?koyb9uP9Vy z$#t8pr->~^d<``}5@}nPt@V18@QeMC<@K?2KG5gDfvj=6Va;Fc}fw zeT^$M_g$ZZ3}>$nOx_&fS;wdT(jA6J9CKbd{iB&K@;>Y_yyi%=(dTRGkjiK0P#B)Y z)v6^qYRYCk=Q=OXByHfFfWI2;f%Adv$JZ+#(7e&aI|Fb0GBc!!k6;~THikewv_HWTX*Yxeaiek{em#=`k?f(8qb2s_ULbuEFIOY?xrOhKNZUZ zyVn#1-N2wGWr%9z3-7Z#+(tL^bBgYUZUFYV?((y1TP}mDzbLDRANwA+D1^2a9H}}S z^h(c*-}$uk?dRjjTX(Cc9=}sva50gaa%S38-V?0m&PurI(Au14+-mBY&{U6x=*!enW@>#aeWbl} zvkH3Aw+f0~V&E_`r#!d!xdK*v7F>E<#Qy9yfsg7>1}{))xci96+$u86H_*ySuRy-f zRK7geD@XspBa<0%O(lifGUAHVRf%5qSrv|;a%C}w(=Rt$2kgoA)o53wt{Z#);7H%Q z{*5`dGVJC)*dXqSaf$-`Ror{ASzgb~v^6cQG8JRdh!M2F{&*NZlt=n6SXJ-dkN+YT z_@AN6|5vfVe?|cR85R6X6YB_O|X*w-&{KjF0bsg(|72^UyG9WHPb_IYlXt zBsG09FueGa*Mv|(oULXD9iL6G{8-G$Gmc_fC-FBf=jERh4ts*GEq%{xKe*qnc(#6& z=&tM&x^wTtXTeHssp4lr{n8{k3XUC`AZ&D+$L@v!y%_4SPJ1E=E&jMD;Bdou+_P4v zTjz7kdtL*>rLznW>O$IrG3?|0K+y3r1^hBy=1Goi=lML4dhYMep430OLw5OWRzl~G z3ybYe?HkO={W`|o*-v<$>88$zQ_H>2Z6}+DYugEVy2@#~-&bKb<*wRaiN72(Az2i2 zYk2-zRLbx7IW*E~G!Kgfdimq#`}e{w@6XbljGdo;#FSlFEtHw`Xha-`J06kc>Zm`T zj$~(q!ES_EQ<9&>K1!6_wC$mKqZ`S9HR*hYG`O-4m9>MKf@}xZ*|dy*Z12ArZ#!KswwSOtT7tF}8EYSIj(iPMA z1BT1QsBdg{O+J`6J?Kb`J=YE#c3@}Ndw*w!JK$5N&+5wc)>}XQK0jI(jOf44!GehP z4wv$y?)#i()lqTPp8D~3J8}+|3|sOA1UUh0;T|;hIrZM0T}7L}cR_2f-Oa85`O;^Q z`Evq?07G<^w2( zS3P-P(OcHOqEw=G z-nN>l!O#i5t(iCewe;?>c4{SK{8Vdqdw>&5^2a`?`y&YxmG_ZkIpS#we4^Z)TD5 zgE(uXe74@DKDXhh;HS1OVbF0(>u*;d3@U(v8&__#G^NVcPHj^H_)nbU*I(XBEfV8H z407EmJmDw4f6|Qz_Fj%}$&6*nyX51L7X2>VO*ZTDWKGGBqW1+;M@&PT_YDmh{38=Q zBb6eIbgF(dVrr4p+BG+WPz-Ls6}jIZeo4u=ow@h2CU!Z<-^jquoy|+iW#7J3W>p%B zr5B`!0c}6MI&;7G^@i1;<%SS7MBL;z8yDP~{!8~dzWd8Je-E%az*?DN0)8+B??-c9!^&v)CBW12r->Z9zTY}{R!Qsd%FqwXd)4ezg8(OBBB z(N+9vV7+_6$YG*J-ZLeb+lgwQGFgF9KapYesSCW5>e#shlU}F&O4iog;YR8y)D>07 zUV^5*jkv`4i7US<_Au???}qH{?@wP3J%vZO8{YygLF=zlDpBdX$ClgCl+HeU$>R+v zKlG*VfUB6xKjFUbv&xqq(=u99wnIh<1}WvfB#-`>j&8b zt;r*T@dZ;Jk3JuHbn~FcrQh#bE}1E+@$3NL%X%;_tWMDa%_}r2YHX2#AQaIxN8f>zr z6I4o+f0ZcIoHFZ`_d1uUeNFiD-0rh<)!3hsH2yu`lRY0z-sfU3+h~PFr>2b`WapT^ zm-rxdA99|@lclJ~?HEaUb1p?OfZj(MLr`Wp=5icC;+OTmuM~YQ9mUkI@)!!gVxs;T zEP77z;}RBzFQ>LIG`cL+Sf@^3Hta1WaE;QA9cjK&?cfM*6HVeXX7w^*a(m+T!}8@_ z;pRhgK}%xG2Z~2uFI{!YSXrXq+bUo0^XMB5z3;Z8qBbvn;mZxD2-eX2uBc)yq?(Ni z#*<~D+RiA9lB1u`h5w|bDRsvDvc*)Te-E4TWy>@ZH=2e3JMUe-UPhv?ohegX{alUz zozr@M{W_Ewxf3q-myw)a=%%1VaTv?ZHH47x)kf-SC%Tsnl*Sr@8cX8lrx6uHT*d+d zdOceBnjc;n3e8b3tdxwee5K5Lw-#*axldl^b+`WD5tC+H9{W9)XRmxM!4`pZSk-=s zQRKw0miI%Xg6A)pwraI-IHMg8r<@>)?v9 znc|mh3;K&DuY+DW{Jv{4(_@tYeUnFPb+{2LrYi6xHTb4gVlZ2_)+Q5{U6HKMK6f?J6lp3=vg=l(Tfd){ofXoGZfyv_MQe#G`GXP_$8=MU2=Xb7Fj? zKzeiKn6b7?SD>_|c4Hv&rVCde#0&S?bkjj)DyIKugSB%R@9Nc#_3ygOx@+WC)kMhs zE5b#53(f2gR!1zAJ3ME3y_{`uLKP%bv6#2IH_0W|<$m^}6=mz|jt+xH6M;|t)f{zB zrMpC<=&sSU*_zY%CWPxFjN4_S*-Z;Lx1Pv+bNc!X+ueIT)_PDE>t8#!SiW0E;&RTf zw~GmB98_w)7z{h8?4}wmr`MivGmgFH{o^a=&`43GZLUP!Gh55|lpA`tA(+YWYMc|;4KP6`18(0!w!LL|w<%)jLyzaZ}b=+t_U*@7` z-(N8O#jS1kFxvEZ=v>u*u6qqNT%uHC&TQ3X=i1UAS4~$WSvg|)ylatji=Ie$XSZmb zIG5!gl5+1uc+3cvDcI{0qx79^A4T5Z|eDtux ze10vVJfz~gsC@h*S%pu>4$p{O@Y6!TiZ(1 zDylrn*umQF5}9);-_#ihCsH|R8GtSQ6wkLbk*k#}rw}6_@oKD3Ixn)4ymc)R|J&?9 zt5wq8PH}76&8nn&LR?=k^p|wkIQ+6;sp}K9t5w|f2*yyFG}Mz;S5j4GEaMCK`rGO- z2MXuPu1%3o232;n#Szn}kFFhzV@|V~;V#afjP;5;o_l;7FMBvW3(7-{wLm%H~s^1le6R9!*mHoJ?_*_{-Rj zx|3Fu@mmw)td?-Qg{1bo>+0k0kt0fPT^Tmkj%oJ5YP@?bp)M<<aXFllLA1o?wSiXa?PfgITw7Wm0XWH|7Ij1@HXEPbf zvGT@%2qO->;~p>^1@aHpks?cD8N(5Bjb0tEQZ{TSP<1tWV=2&zr?(i-zVBCrkkj%)+^Sdh*{< z1H^K^7h9==VuGmN3)3G_RHa?*7wCi`$0}lG|V#VsulTc}i`LVux7aHta=Ki&QmtmtzM``zjx%5>sZh+gGm(K3YwD(m)f}aZ<#fZU(K7R8>a?6$WRX69? zY(_I7>S~AD);xw_k>D=xB5^hLkW2x_lTS*nXX@CsdH;-~TlP^B?p7ixr9a~9mi=Pa zja=%HwD-MoZP`NP%Q|v!@_1LPls8&$S0laB;;hZ~=knOI-UK5YyQ9Bs-OqEfA?L9Y zdhs78?9f+H21&AHb3*7<<`~Z3WH$1oX_md3xKO^Avf^ona9!D6y_>pUB6D?85sH3# z;}%pj<^qn}2W(O?{KHFKW6Xb|jZ|%iodR)4VMZFuFOl%)Pt}vlW}-A`AH5HV%d~0^ z7tSOnz7P;AeIW2U2R+ZU=`AE1wFni$Mzl=lp38nn6&rbHGxMdEg5_S6)tv1G>gYv6 zIebA{wk|coe?IFsjRoWY1B1VY-;(T0r-+MwMIo8uTOiElke8NUl}xS(B>!}OmP3_H zaF4Id2$HP&sq3=v!aTOF$k_?W#5|S~NF_?H&1|NHUGL-{JbEU2IWsM3<1#|yH`4)4 zhA>ONGynKA;#I~*p`_>E-iAc^FrLZ~%a|vcy#;ff4#sN<OO3yjAMQ36BEtQOY z0m&o0It0U0tL`v=GOkjQ1IhmV$Paz)ySC~X3zD3(m$QG=@vcyw|K>iqEGZN|JK0t# zd#UT1kK6-6ci}JjMcuPA*%kQ^>exAG=_{%=U=_09`d5KpRapKolSBr z-Dhh*K3Vh1zj1^8U}^SyaGYuR^WHbj7bn-OH@UT7uNpi zT#HtBe3TkpT$k6SV&d&gEN{2i#T8R#9_ptj4;WN~xC+xJ>RTa)-3+JGk0pL>TFSrw-I4m^qIK~{wcCtkOn!jHqTBJErrnrc!;0M#+@o=}X;Xd(YU9 zt$Se)8oyH)x>ju%X%d9)-g_P|p~7v!bNBPk9U2M8Cf~~FOW7XRNg0#jIMpT2?^5Cg zRAPmDX5~fS#kchCO+9eBr(&%14IH>6cFYy>+{s+MG<~xChHPVZ>Gely`>nG`w(q!z zb5wRhWh3VPKsp`j9wa4U(8~47AiS9j?JJ~Huq7t^s8V~aNSf9}qam18W9v_ayTgwr z@b6r`SZ|nA+WL;fMoSU&C%@O&@2yRI+u40oFDb;~=-aNpibY( zB=l~Q^%Z~r9k?=szM*+E3!T=sa$1%X_gZP6qO7;w<>Cu(EuBPx$;IS~_lF;aAvt{6 zzjBSQMT#>%<=eY{UvR~dO35$mrSF+u!{GcEx4hV}EXUM#p}EDn-$6x#rdCVsz7scN z#dBfkD_K*cypMt`r;XD7`6a5pW{kJ}k|6on}r=R^7c@e1_L`Lq$zwtK7E69?FZ(Q8H zOg-%EAN?nr%?%AFA8(^aUYhQ%9`0`cXy74n1O1Dw=BB3Ezj4**k_dCWJV?z_K9BfF zoHzeLULz$bBQJ^g2L}4@Smxg^e^&rTJ(MmA0D(Y&E$IdPod+}lDoRQSB?T1(0->g+ zqM>D_qrG&AmXn!D3lK-AJmjNJQPDB6&*I`!Qq$63WMpP#zbq~(Ei136ta|gdq48Z)b4zPi zcTaC0zJFkFd}4BHdgjaQ-0D}t+WH3Z+vfM5`v-?dzm9*Ooc_Zu5CHy{S^r_#|7I5x z$u2T-axgjMA9jJr{7G*x6FCLH6eY8|F~rW3ML;^7id7@IsJ@e0P{w4B?V;Can#(ZR zRiU5%Fzug~{offD@&C)R|1j)7?V1B@W)3fN%P8PuyE$v9_K%)IyOd7FZ*S3L6S> zL&NEOm=ju+eQUg`Dx%0?@L&*EVxIXhMSE$($mN|0cUvghT_ zr2In+r7*3cPa%-n;!hvaYDRF@YJ(l~O|ZCi(R=7{u>J*LGTYtKxDS&+;1J4EK6UdJ zcV}{1k{Q!dic#rv{=wAWW2_~QGK9xY$H4nGgeuweM;AzZhKWPasX+vc&DZ{}B4$K@|!0Fi@|@k_a` ziSB+AO%%+ns&g2TS!M+i6*9B%22)VR(0z>u0CpTz&1sV&vsC7uL(bcCTu76G1e4hm zJaE^`zGk#Fn4154%Opt$whw^g>)tTDjfMe;4wBZ{D`R|1l;^%8+h0I=vg+mzwU)VH zb9u=_4M|`w1f3nahLc$<$jk;_vug3LK-Xvw%aq|tlWv!0;*%Gig#JLN1epY;TwdUi zvX4xj;k{@DEG`~$Cu^MA$2+{K>{_9p<=))CER{5(K8mEc1D~^eyN`>&z@n+*Qg_Jw z$>3zEqvl>M#4>OFK!=cu68`5Ww$4T94F{u=sLZCP17IDBGRJbsDMJ6voIf|OTjLB!a!31n`j~y7*WOo(5}Tt zn2Y&)Xd5G$<-H@e@m`L%y{tFNuIegfGPpbEJY=KEQuzi7*L%GZ<*?JSYbvS~LuLFe z$m}-tqrO`XDTarYEP?u~erID8TBF%#afC9bZ7wZ=`iJ-rK{R25^DzXx4SK?wV}Pja za8yVo%ty)RtCpwkvW)mM%PWtRbF-KkG_BkDMt8maef)_p6pBR~fv1K2X$LR?bJ}du zsD;!BC0gU82O^X*soB|<>37Mo%n()(?VEKyGJ};sNU63fhoyo{a`I$$LVP-(ZCINw zvy{@iH9uL7<=jHlUs zjO-?Z=m9=nuHJ1wD_)O$Ez#+CqRcye0Pr7;?4Y~oSpkOi4&^_!EEq2sgUi`3dUArabY zR`KRTC6%^42Ut%NjW2WWMT`@>Fyhi#di5vftrgq115%V3QHIdTc_n$B5fIxI?`!tT z^dS`>m?kOIb_2<=r|{^XoGqG7WhB57Jv&t}vRYU8=n)+&JZT`V+sf~5yYd~C2}VFK z_n|jl=xBbR_bSJtC%sVhF|@OxQCENzHi~_Veqy}Nmu}vjz0$V)i$-z7 zvp9(N{0u8FWn^i-K{Yv(a4)S^ix>|}t}EssF~O(N+GCRfiRJA8Nj+z|Wl#bRE~@yj zY4ZWO0yfD4=|^(ndD6)}L-*>}cnu~&kGuvwsEj1FYs5KhBK(MlmAcnifZ}p=^#MtN zY!D?a0%}bj?P6eL4qKl$CSE|U2fr*9Tt1nZnu}3eHToU-T6MI-_b(7?b)p+;85fo9Pc8-KO#t}8j(p=H2wNmc%f`b{AXk2kX)E`1 z3_wvL5!<@qee}{Yk#l*GV<8I%I_O^*a)3D1?=~WUG1UnWx3ev!3R~Y#AR2+c^ zIf&8w4NTa?9qdHc`9~4bxlPtRu?M(-ub3-reyK_Dqr&|^-dmA6>T68M`_W-mfE&WJ zsj22tQ#tH(;vFxtWiuWCr+7zBV;Hf=YPXL{g<)>MFT9>jv;mr!Z6~fn2%j7yizYgC z$cljT3FT<>Ztx315(jj}{;}xD4!#B;XOzJv8tZsas(+W#E8gf6^#be`4hty>h^^G6 zw0%q{B%5jh;DmZ;JNp5)X1P8H(yt&Ut*fFB1}lXhBergJa=;0%MXh%VGTnqZWPypP zW^So?Y9-I`d_~j2L*WgTIs;Kj`3OYkc?CdlSCjGk8q?KueWnm1TjcTkj~1A7jx0hc z8A&(7ky?McMbGH9Ml(B zUINphf*ud7nC(?2t@f!HS^*JDk`HJ#p-01xea!?FMbqo6NaO{hfpZ`fRo$4ux#C+$ zDQ`wZbP^injfUm-zl`oh58v*8gm($~2RSgzmL)fQ3B&Iv96|L%r7A2_!g^y)ren)| zUg9hwKac}az2}w=W`>Wt7=e{L1evMOxY!!N>y^fSAwhP-h`K{OM9jujL<+YkLIxk5 zgI#QdXvu5ME%1KrLzch9bWjd#AHIB88QqWf&IYu-+xYAS>nfQwSj4DCy(cFfRqri4 z8@(e~Y7sBJtm;+hfh?qKum^BaPsoz+Fo$wj2)yz$L;pQJP{$|~J+4!@3TDaAwT}mM zFgH1oJ*R$^x>WDO5B%t|{gcSmsg?bYii#cx#r4~L_C(Sp*auVaDR`hwPHwaFMJ77? z=rW4kvL%#>1u8fH${f+#M>&$Ew63N;88p

        q09cIDs{?NEh-jL>B%9tdQkm7EHL7 zLP+2u#x3`!xs~y`rpKseuNAGN8ME1O@8cmq8+QCV>cUGAMx17~1k=oP;}I{ky_}wG zihj8}pV?ax-P!c#uHUrz#web9NzNznz!4iSy++<|D-#f#I&T=NiDm_3 zbbSx|#BToiUOPm|p!zbms;7COgw}p}8pG+a1r~Tsc<+NR6{zPAKQY{AO%8suVLTvA z{_C*P;HzhNW9vIdvi|0K&-b?<26+$59klC3HgSu#AvxCQ7oN!ec;z9hvy#_Qq4JH4 z+QH^%cRW`&4$+6kdf%Sg?gt|_(#n?>bS@fzv9krK5krnqE1GwnSRhQ%L#!Ul%-~WB zFB?r*p`1U07gD51Qc-sZ)|SF=_TJr43W*6UMZUowzzNM?i=NE&vaWzTM;yug43Kmw zy`J&!&TxlD2L##xtP&gGy{^q3!%3#r1$Y!uv2o)ka0hU-K zxFY~>gJ-#E8EZW4`haePq5|S@%Vd~8;qJ8*Z8^&a^cqB9Pw%KyN;Z|u-@fIL6*!Nx zw2>gi*8vk%J!6ZPdcg9v#(rD*wM-Q^^BFCd93+8^>l zW8iH3+D86tZc+B7sPR_?Vn+}awGn58bS3uacpJ%(>eOkUANsA*p92qLO1wWs@jmF8 zaq4ET{x7e#d11F58B!$7XWD>0I;_a!UVfM)zwagL;P6Gd2fRR|lOr(;GU~fM0!Fz- zy-?uft_xp_-4t7U;WCC&0P)7*A=SO^kIu+txZOU9*)U)jR#8a#=`uHF7&+u1rcP|$ zL^5RVxDpbL^PS)I9bDLV^H4gQ>^OXZeERY=Ck87ert4NfYy{wf+WaOR2`zm7)dxD}Hg?EJJ znqfbsQ2OzH#p?m#r3)L9T$pU2Q9;w3#BY_vLrL^P0S z1O)T{1h#*LX#NE>Uwkm>=-^PZI(>ck7wFBOiR0bht_b_)H8a>u%KHu zOPPdYFMLuGyoYh^>?*lO2?D* zh2aoHKRJzj3@ouN-w9%X0c}nvVQoRt+rxko)J@rYJR5y9s(i|1aJ>njZ$Hoh(-X>9 zksy%8&&c@OBIkQ5S~^7~w4Gi-*=_*?9YpLgDfUT?Z1CC0m1+7Nu&Lf5d}5Lt4PZiA zvjO$o2(gqq7U)n=P)1K=N_ZwWacrao&mMA9msLXC zKatV`wl~@wU5CGl!xOz^kb=UOmTM3eKlrZ7jKu>_y~ipBz9xm|Be*xcQ*>=Z{)DE1 z4=6i22sHqQh9;STHrijkfswuWq9I4u$Zy4`7}Ha$7Hb9Ewu^%vLqi+Lwicj?dZx=N z!w4$gpo!OrLWakmGUgCRM>Ur$K*pnpjcRR1aAf#*F$;zlZ@@_ww7gb8+Z!q27i2rv zatXLbR?7npdP&DP&HP(-F)}1^Z4Kt?td$P(F{+OVs%d>qVlw=Yv3QHpI}Z&| z<4TkH&L>$Mh#!uiZ=L>tbWk>o$KitoQkPrBS!Kv!VF2g-E{`?-34xC%Ru-5QB!796 zrp_)u0AFgI5M1#|6&Q6+^ni#Hpex6+`97HKga8$tLh9fz`<6le0_mBoBf1^^tQBie zNltv|5wyON{~1@SJu9$+8k;BmMR8MBVM}%fUJS~U>$+O7%Qp7;L6g1g4|nEA4HS*Y zMW7ekIqTKaXMUNJ^@1M)sy;i=6^%Y<&v!PyMok4M)Nf#@*In1C2~FcM4BbSMOrOPG zZ{2(JL{t>=!6yz#4RDL+{4r_)-f>uNgU}j4Jd`rd8n>`FV8wZfraZg}OQQNl5_2SU zyI!AZ*BFN7VBHk_zvf3Z*m)VMP*;4iuMpEc{|5R@_giqU)Pu+wDuXq8Wo|)cJ+@KW z)$jl@NA<^%jQgw9j7mVSNw&Fk7H8;ff6nUqr20B$z)Ot1TZ#_rwuPh*Kfv=5F`^1p zSZMN0e1PvWU`2$K;+MUpoFiOM{^JPRdWVbxW2luc%=*$!3ey2lA4K&?vG0vo*#a9; zu=1B2ELjA_W1;NfiDbOFuX}ZEWLd-Mu}6=@21MDu^yWjy;wMxVOvhnY>Y_bn@$G;* zBPfC#s2h-V11+K`6&ckO--^WvKDHrSY!@ScRO4#;KcMYMEo4#S)~-$jq;j5zU8I{DX$6{l_%=)D0Yd%l0INIORElC$s*h3rsG zza$&q0nRJWcivsVrp}bjMcmW?QBejFN&&Ho^sIUe12C!IEeY6q1-ulMzpQ!wWY=_x z$t(iwolAN+@F&D^>2PpsvrZd%H)CBlVPZi+u#tTK)K74@%rU2po!?9wRZsC zE5yl)F;E-{ZUp4stlyCXUHl5Ex)#x?vF7`o;`Xc8e$^h7GJl*YI^A<$v(I6;sbB!r zNFcnDn1FRIaT81(<`UfZYzE~zn8L`D-lzXCL<25NRB=niun4MclNJ{!Vt)FCBqpWm z)nYjGf{k@wH=pfo{$1sGAULYRoaPp2MrE@)!$ceSnVl`<`YQ1tW+$*0VJCH~$%7AD zPy>+hGt2N3p=(pj>irAUDkyjjB*E`8c}f7^9ly(g?1J|E1nzHSGJ+zuCA3g`sQF(& zDqFU*PycS$NfdPF^r+JHr8MGt^Z9b`=sJ?cx`XN@E%$IE4<=PNPx2HECj88+ro``N z^y#e0=e-4DQaDGls+Z5Gi~>~~Y3IowX8{lBTuN??QK7rFkuRSQaXYD2 zHR$iVE4bia)`y{lu_+(zBH6m$rt-PSi^<1LyJtFp@hW27>y)UkUx-fIM$aQLei3LR zip(VCs3hf&I};yYD5u)(Qx1{h9+8BTg;lH z&<7Y#7FNoji3+a937=%tWXEZ()Bc=vJn}mIe%gNs&^9<=N<1! zEL_kI{@jF_{e~{sMA8EXBP&X#sFf&x?r0Iy7|zY5^dN`hEhP2%J!#LS)busatzLL) z-eQQfsH!cMTUH_DiP{YaxLx+o0;pF6CfX-63NPhGJRaDd!+=wYA%e=-F+eakHD9E| zJ&mkoQ=JC(9a#w8mEZ^~*cbKC1^kFL5ck(1jzmt?_HO_!Q>}S=BNaQk-=$~ z!oz5YA8ihQ6;jrUsXplV9J!m{K_i7DB7-{Z8(3!B#h!c9Qil@^UonZ$ zU2`ayjwq8lQoB6{=Jcx-TsSi|tK*U>a88Zk4dOmEHTdzfpo64E`~py@kfoK7!V5PU z8~AZadk+kh;D@M{?MZRl8!puk?G;pQ2Jlf+lv&fDXRmHST5S;tl6qgZG&#|QzL4E+ z0o;HP5&Hw$V-C{eN+FkUPOTx6Haib<`bCdO#(v!7~{+9}U-SB%JUeW-gKZe;la zYC+Dch6v#r&Bmen_2%R1`YN4Fm&k=C&O(}(yh~58zPx{&^OE|4`|QGXKRSdXN0qz~ z)y!{L=avUC*K+&)ZF%6Vzkj^}ieY~U-<(QZY0gHL7QA(7&$xlV^W8~)*OafT? zrNiTUpUFV93`5Sa!Qm!yte2MMBl|1og~!L|j$~Jj>eoc^-kW;V`}@xdaj(2nHQnH6 z^FdhO5~X)+ptt#%h16LuwPX* zU;ak2kDi@F@Z9O4N0q%u2{E!2b2TzRHM(7F!J+<3_qrRLRIf4vy<0iBV-G`(^aSS; zWI=R;z0e;Y<=HW!pco6>Ph2?hzRcF?NB0}cy+<7g6;lYdIZ1r=b zEkhc^mht(;gBKh-+}8D_7S?d#qP6@(kN~nUwolS~pxU8tGZsN;G{a&sL(-&Dp>Wm} zmLz)k)-;AG`LYC>2ZH+9SiPg!QB<5(QK9f(PE2xN!G*}L$u(1zjY zsR41%V=n|N2r8h(0MW+_ZuJ^6XRZk=8HA!=bG(+O4%;

        wlI3hL41hhMQX~6KRyp zH0~_oD$rMS*Qi#d@iX8WsS>8wtikw?WsabZmkGnzCcb!TQ0xnoXQv!Xj{|-*`o5xX zks!JKka8{%WJHlfZMuFwqFNwMezFL>kU80@+XUZMjH*u zpOCWYhO4MM%nCz>Bydf#Z?)+O?g&gZ<>i;s{oBC6NkfvH=wIFl+#(8;t>INaG?L>! zrC4lV8`cAG(iW8PK1j`7(5Hx=@IMPA$a-FMVIA#a8s|~y%xBhs6r<|x7`P+TMKc_JVsz;Q!;P z>#6yQlSH@SPJ^Aux#9$GVdbAG3}hH#n&2n|6{lv{X_XLXqzIyuub_tEqB8Iy*$N<< zAn~QXt8$I@Cz4udza&U|sZR=*u1@71XJen#*0RQ~~xd+=o2IE8Ci}-{locche=tV|1(} zXE_90HivJ2W;5D7hyerixkeO$b!Q$e!n;=-&pM5w?eVhv0IHil(|a(!B?%vFSwkiUs@{%Rg;YVqM=b333aO|49Xm8A4KPK1Q1Ozbscoj-T)6$2GIFvReMgaEimwu^sjr!Z;XEbZz{m4xNn)62=OeA%`rh8G5 zAAK|28>7hV3EwB%<(A4di{tqvzT!DEA$M!zF#(6(cqN!QsuU+!?hNGgL*G==pmR@6 zEnW&j&!c|kAAT!!Z|*q9$8cA*|0qOoQQyyG1#us%QOW%Uf?WRvG~G37Q?;8J|4`QY z7f3<8PGL9?a)$b!?azF=hNlR-0(kHmD4v<7Upxd6%DFd-C*ViJh=7Ly%8Vj_AYIc$ z(J(x?o!$V!I>zM$CvvNo^PN0%AMz`tK=kQ$sxCTdlbq;MS`>E=?cuJTKO5nrEWlLI z;a4)pUOvQNdaJ-D5^sDf_q^RBa8wVVp8KO@B$aQS=&83Xy#~PXRtzCkbbvw~c%l(r zDM&lpF$@9nLuB+gZtyWut$f9>IQrrZ@(7JN2XU?e5K*loCx_b}9*A$2BvIs=HzhkwOF4@XFV z8aO#JUtbm{lkLgtBL(jj>98SG_J74N8GFv`^(ugJa*xh82|FwP+nW~wC7g?qxPV^Z z>N-tZcn9M2a|1-s1Fqt!CzD@H9%_~~_j|;!Oa!FEu{jb5_!QeeA%BGIFK4zWNF!`b z=QQk$u7t=SAzB9zf?iECD2W|MwROQtUn-S4BU>QPg|P_Pbp}wJ#?b(wLbj027}rh* z_o!~R&vo0@L#KAFk(zc;vyWg7{({rF05=3){6SJGH`h2qhY$MX;8!61_)~HX&>k(ov2(u5+S^<;*5-9{De*3oX%@{N^Xaw?6vhk zhkV|;2rS26X7W-zB-BtUjQmV2)#thflq7W*krg*Z z+)L*7*nAdQ-7a1h#0k1bHD_+f3zy>)JBU+Z=NLsl$>^slBpg;Vsz<{r2uql&77T;) zI^>bL<0q;%3=sw)Zw=GGi1oHX3d_Rz2PseEf$DWmI5c@T-UsA5nS7kNMr^#6eh^>g zA3my?{H3obA@*%>A(gd1_@?9bzhd_Og{|lNPQuQjm8Lp<-WTH|zy_(}iEF9qb8a*33n9@vY z`LG_akI=(q3{roZN{17^cdc1B% zdx)qk2KB8J!}grofQLGqtRRcNqHyl-{T;E+^y<4hcg3K>niKFciZB`CioNm`Ann6c zX9ulxU{&<<+!Y1`^yCao=|*~oY0M~^Kfy{ZOJ;La9ZA)OF~;UMSLX*@n?yrtC#`9M zhosA+@m2{&FI0;QAtdj{>+%+~0R-j#Dv#X96ao;_rJQ%NuCI!Rc0A|O>l0!RxGTuy zX;`CAmbdg2nAy?}4@m=;br0SvLQN?A4AXLP<+4CR@;-0t;@McdU>ZyAb$xM|m@3LM zJHcL9q9=3IWsIyZdFP?w5T)ntrv6DJLq_BPcLh#fdPkTOE~i-GvqW#^R|wH!zO00k zi9nRy+xCYj*8=u6Iy7&Biz(0>g{c%4UKWR{X+UpF3M*oMrd<^QRyAA{j&P=kYpQC2 z2o@2u8`od6uWyIr5QQ|}sKUxSgqFi{>zg&ALbx$SLJeFjbMT#kf#~NV4KoMOL^j}r zd=~t{z{}gXOD!lC>;zqXduIq1!xxU%)0twDHe;rz?gjKnnrrI6<_F3HL(L$#6JnzR z7sqP*H<^>Th!R}ZD5)T?b>OBFw>2RfC%Ah(c?L3KHcVihLVA4S{&=QLOgQatiXY!5z|Gk5a#T+7A=G0aWNlvjjPKOz4&ZSa0mH42s znzM$eG-D1Wt(lxDQ3|1`7|J13LRuM1LQeV6;q$w{zwh^NkB5iH?Y^$-eZ5}K*XvGV zyIVt!x@dv6#kN9RPf5m2z~kDyxaK$sImpuT{wU*X+H_eXPpiQZ*q)yiJ*hmUWN?Yj z=(o*PHO{8fNwZ|R3tBPMP0Rldo3QrbR#qe`It3P3h!(ft4mJ}-BZO+i4!~y=@*_X# z;XI!cMiDVH$-$cyMPb^=lQHE8_D_7UJzM%HAV&iQ@^tD`g%2;}=W!B*NQ>B2Dvg~8b!&S`8A#LaI zh-8H25cs*s?N9D24>e#y=LxiQz3j?|z)y zGohB#0CGP{uf*+Bc~;G`7mwX`eGGKDlNQn=De8YO$fbA?LYwcL!3K09Lx3u7%}?3? zfZg}3_gD2)E~gBGR`*k?BPM{33$S~4TPa?g3X5nH`jOEtyDR;@agoLyCzoaGY7%{m zr{*@^>Rj4lbv)SSO7BjyWTPu1W9?s9J3pENw1r!>9YLGYeo-VkzzX#KiD&vH35Q&t zc%e=tx*h_28hDERJNeW(Cr9qXtztzMq{^u4xlx62Cq{D5hn4GVn&}4)%w9~v_qM1x z*KQ+{|HnGE$CN=2RLLrb|L8=Qu4_QVUwoe~WbuA}OU`UpTg7Y0KE$|%MtQ5{$DW$O zD4qxxRerzkL*7-Gpck-zX3!E}yi%=b()s#>nDcwspyJ+CO^jp*`$x3cSLrOY$AuRP z$j3TPj(ZATt%6NqTGFhh{xbc*v->b(+D}s6Ls`0?B7R&x+5gY~`Ef^1HKqIq%-*kh zgpm-R#z*G&wSGEZdYz@=))j9ja7#;5K%HG?p^dseFm(^l||@F$^S@MgewW0Az>0DgCL@{bzWk$%q;cc7A+iyv{HWk z)60CUrtZmAo0gDo7ChbWXQ4d(`E|uVRF%8j@Alc4^L>_s9T>Z0Ivxf*9wu?oUp7Z;f8PMeqsR?g_%4k6(*xsY1<{$YZ%v7J)l)u?)xXFXrpO z&IUyGk@W`xF$%c+TH|aOi_aU%K?R;P`IsRi9lZvA%Ry$wHGj}CD(N|&G3*K-V3jkJ ze>*riII7ob0!zj-E+g5L{rB+}``8Sx0H%rMzLbWV*d+3nO_zvT8dl2%m+3KRGVl|c z_a@+ksMg;!J=DWEOK~PU;VV?<$dTvCA6CV?A00#NmvYj>_S14-awDla@X2j=DaxIW z@WPXwEZIEQW{OLB2=#IgD0k`D*yjFBeY}8Gd$Kjn_s!h-_<#jh7~ii&NtM%Bszy+| zf^sGJ? ztyShNn-Fu?8>kL?%i=6q=|OfgnP~S?pR&8|NJv)kV8)E|s4W_-$4u1YbFUN9mG=ICItZeucr(9RI)BqRqe@+O^~i?ZpY(Yw-}ir%;*1-t5iRcDm~MHI-wA(PQ>q33YJ?BOBxsRFaiJPi!W=LF4P^Z;pNDXA0hM;4D8+y4BXicD0?h z&tfITdLs>3wVfHV&t* zL}=dh{EmkW7cQsw>8*LFITQ(`MX3*4*yuKJ(y@If>!8CA-r{GV-%NwF+dQq8Tz+lU z8DC2j$V6cs{Ce$mb(wQJpYV&P4*In|%cG_ba-Rjai*^AA;ALCdU85)IU&^Uz4DRwO z@mKw9zW4sUpB+330^<~^B>4FbVE?}mw_#ppi_4x6x%6v!9zvM9zB-?ADH67OV#6!b z(D*TNiB3YWaD<7BEGV09Sr8J?k5>Nf!P`7XTl%RtE^lK~IpIT5>6_#ZLQu4m3tg!zbOLZWQQMf!uElHLUpDz_d<@4D#?A z{#6AtM1#dIcsKUlWtW&6r<>LaDG-NJ}o zy-mEFe!3nbvpG2dRBDEXeV2vGTCzrt@Qt-{Ms`c#K2ELxiPgb^fBjiZoA7BcRbBNS zK5bNb<*Oc`wa5zsE&S{FoE2p`Ar3d0!p}8y(P*u6M;BMdn$-*ml##WVwZr3txE5RXDDYrq_}-YQz{`>Cgjk>LYj@3ZTG^U^zp|Us`2E zDg7bg{kaXae+6iI%&HlfDbzRZzaQcnx$cu^9q>rLy;}rvPOA5f7YslZmww-7^vP-C zv+S`8G!ThTWZ0jy{UHW{d&S$uY><}7fAGTr+lxvJt3uewk(vO%XDDE;7RQPLV_k%> zj+_;Iab>gLTg9Nn08_OKRI8Ju-)s`&ruP#p9`WK9gy>dG={s@ zVYxm{46r7UU9{>p2R3z+`j3S=!5$jh#o?82ob5K&0a9jZEG&d5LK~B}ycA^Iz56y%%>ft7aRtG|5km`qkg9{S6Ko|eMbeoaK6b^S$kysXkw7R9k z38pG$2Hi) zBzhpD zrg4Xbd4bga!Dt7!Vr5?w#(2u1o0Chm9NT02@{8et;UK2ANy#tTCw97Ek?IlqG?L;-aub5j=`4#3?_TD^L{^f2p=9$BX-^hG>hey<=S0nal=6TT>b9ee$?2TsC%S;7PW5piw87eX5&MHHZqzWVln3^0QuS z>XVQ4FZwXF5V2Be{y7>~09N7VJowlY*qd@`*vs8#r0qTPEt-_3lwp2e7wiVOup+)rQ&`4EeB> zEacPmW(|+tux1Kl9lAoxNwafgIi;t}l$HLFn?7md_QXBP;lFMr^&blm>|)8o-d74X z$uS-63=xsE5SZy9osXYgj+rZ%#B%QB1l)AZB7=*!c1iC7`Ih7Cp@3)NgNws&w65q% z)4s?P7rcZ8Nsb3ayv?0wp(S6Q?4d#fCajefZJVp0{44eQXy;kkQYdv*bGJx`iQke^I-0 zn3LR;wlZf6?^las=>@u-b1k1aXCYt#uuDjTOqT2q&y@G~j%$TFV04&f;aswREF%N zDjq?R#O&dJOk?gwsxX9m6vKqp^Xhax>{^4>5gql|0mP*k6o$>uWvNT13Clx|yt?-) z_JMb6_w}TkED}gN$AU0f(bc>gyErm)M~`D)?GVNEG29&^525lUoEIQtx5lKOgAv3t-Xy1&v~DI)?bC0H z=endW~WlK#hQITSeTNO(`gipkpegltpJQ5=J0c;$B{h_jV0ZFoS2{g0k$i?8iL72 z0l-sC{cSptGKR-(44|bYQ?|wTh^!-zCqWktIG!}jzg;0b@k;3C*r1O7obD>!t-g^$ zhPZLtyGuWlkwfopob8(jV9#PHpm4!yG6O_yjDE?X=MRwT{{eU!pzBkKCz`2@%Hxc09Pf4^qsW{>YIF@HBzx% z`{Qvn>R04GkIK_-df_90D>SKZpopHJAGGcn!Dh2Pih$Fc#Be$-c!_A}^gxVOM%P15 znq|g}w@eBayhi;bx~?%cjKLCaem33yyG@A9kyIh!CxWH-&9Ku)kJwLGE1Q`gT+jD6 zUT{um6u{>s81<0HIgO@wsuhl_Jsf12ePL5dy(RS7Sr3td`G0`Clh-9lu-_`aAn;-R zQCCxrF7$Z9_*EI}H5(}xlj`Tv?ZDp)d-XKoO3rb^cVC+)(~S#&JjKMwy<*(?S$E23 z{HP$g+$PS`=~kX+GGN1?Leofz(xL+3@VJD8uL)6a6ietc{|>#rv-`=|lJQE#E2={e zvAyf0l`Cwk`yfmH<1E+XPHOg^zl)OebcHvKR#A(6^ASf>F70m&$Hrj4u<%WLFI&Tf z_OAQk59rZaqOI9S6AydT)eYev9SFHMeFL8f?vDSwQVhTuX|47;dDn+Z`@j6LDZ<6u ze`GMQfdrel6PXwUm;5TvAuC$llxZU(m&{mH#L<7%BOIrV{%$iJklZ_<))jzyfd%zK z7mF!hR~KW4@|D*;(QUIi2LqOsr5sNRGLKz&P(uTJlw4W?LqGT9{OERUY4(Y+ zfNra}!eb7uz0&{;CTy&vbo$a>>#cy^sH2za`IbeVC#vkQi5M<9yWng9mNT%JlmEtg z)(Nhm6mYW81E70TZ(nQkD@f(!p}QHW{nkOH$4L>qicuT=rin(O7Vdv;^c3aK8$YwIhga01mo}G!#@i>JzkeAsh#ab$8Fw4(iS>}3Y|0TP1}FAB&Nm;W%#Fin zsP9**p90)GQpX2(1RCtB{^<6NK0y#m4xpD`brs4IYbM$gE?xZ)s7XCeTA ztu<}9hfXjHpZrb;zNQemBplvwC+S3Z)T3{TUEztL&O3T9Co;3GJf<->v=kb}uy;jQ z^Lx6KH^Nt|X{8FnPHGns6fv&UUp}{QgrBEyB!(DXR&te~@4y&;gMl1}Jg~bm0Kc>Y zW2B=_3!Z<|R^1rXa5C*q4uJU8#v6u9U^yw^f680TapoY&ROEZ*52bEA39JkW3>Mzp z2MB5?z^vQru_DhtX}j~T&}xJf21=de06&$h=k^J~|9#9c={adeQbeO|5Fi0 zD!KJK*qLQykK6i4y-HXglnfGfC$|_*Q3*Ni)ycX;K+W;Wwc;~xch)bDgMo(2y69;j z$_zpXugV{5oRjc#hcs_Bg!)k|&m=4Dx)cxgth@T4MRSTCshCp&F3*iXQ62tShzyuRUZlpr z9>?W?##+FX4sQVV>vNO(<$JqHeU|?L2CkS3b7Sf5MlV-ZrdfDjne8#cdz-Q-rs+9( zf4{D-mGP3%B%K{B<;kgb+aw2ER9Q+RZn@AYTCzP&zDAEu)a+rY@gX+-$2@;!A+r!wBKk-<67H_&LcgH2*#I|+|%kOVX*=vNKmO-ubK@;_lRSc z-|gZys;wlyf`Zdb)U&+^u<4T^HzClW-7v z-}hF0NLy9Dl)(ZlAj3nsp?Gisk^GZB*0|_#$`ITCETB{v9S7)*gph_R7d3CFkOT$&M zzjYxnW;=GZ1cviPAWJcLEH?B)rE0K#F&3A@83x7|NLuuZTlY5l$GSHFM!)5dDczHT zwq9U|2)$Hv1DB;|FLVt~^yo8XS+13=gT2B17@RAt0k~MGUTJ#(+oy`b%sF!QavKvY zBb+YFv3)hlShk$UUgYgr^0&%j-~RJqJNK=l6y+kSmT+oU^sg30XYI^j**0%VZCYY}<*iVMDK{S7!6}vCx8uYnCfJUE4VzVy&*x9%mE*kaS$%em z`pse`aeOfj((8yz|B5jG18P6)D%%8Hf{e9FShbgIyd?RbI_;2nT<56UMpew8d zA6ZC4Tb&W;-`U}dp0d+hD~-}OQ6q_dC4^vkSwPs!lq_AC$r8oTzVAmQwe0Knb#6LK z@Yn1HyW$cK>OwLLe$jn(46YQtCXl;5)yUw^elqL*rj{G}a}Or3w9PmR=u6ODzlEY= zz)K`_YS`+B5hcX_i5Tcz3fP(Mzt2!~6qoX~jMw$`Qhf0^NN?5#ob7x5xp}@*jy(TT zx~H5p4DXFLO5TUYpHt%J}JN#0A%*0{{@d_#ZkT*q}CY*mcF*h&S_`P9yAOJ ztqL6*Kd%hgc0JgLwKJeV+JHHSL1riDEk3*P=;^w8g!5XrHhI%9Qv%sYOA|P zNNP8}QXu_%D$C-!bY`(;Y^Xq2%{vqZ#BPl|s9>ppo}9?iGG6c}lG+7`JBSlP$m73f z?pk{X=AKu#3AUvOF{7rdKg*phD>Qd^zfT8@Y?s5aUlT%h7}|#wZ`uedwFxvydPKLJ zPA-lPlc-Azq~Bn)3}Kr)58qo@8dg319}vjsI1;%JsFGgkHQRz2Z}J$j12ZNi%+AUF zR>PC#27nstl{*pQm=VXUda$z=_40qbLcif!keBKY0UPGdF<oN5*;BbvGO7K((E>;rGPlnrL7(F5YZYmav0e323)YDU_-f^K9Sis-lfJOv zUL(rBKs54^X<+ARtuVLlfC-*O%;}$h7Cze?Fsf&_&Ea{zu7Jz@2WQ!wwxY1ou$scY z>+W6j9!Q5R(5o?g@z(uEfcK*VBQLb7A%({{vw;!UuhL%)#Ch!h<%MsDCoQ8+?!(P@ z634;t#?9xci6y72Z9Zlx?@H<>{@HopeYiB^`pVqV_uQ~PwEedOfGhV(R`x!M1F$h1 zd||7TC@@?UF+41H4nN*}x(f#&RT4+vc=|5$%atMb%I26~x5SGigQXV&xxZ^&h!;x< zTmJ6X&JR_4GFf1b{d6`yfX80}phZ-r6pK|s1Pmh{y0#N1GIR(5 z4sX)meci;kFK&1zn#lHh_`JZ&*YiQGBqwEP^im$_!g@3GEF=ei8RKI#>uQyxwgn!L z8S=2@wlLx(QRU=>Ik$6>f6)?1S2-MRzdAWsa{7F3Dp0NA5bt%<&sd>7`KN^K>SeLR zE6pL|9Sctfwl6+xTJW0qf`(RVrXIJ`Uk^`>==1g+rs(z`l-Pj9E64F&FLwic#)j8| z?p=78EJR|)0$%t%=S6t%boFC5_X0t><8#wHjx$x2f6K_-Z(TSWb=_qow@d<|^;ZYU)Qp_#|iWX;%#9!)a zgBKpV_~H4~gWHx{!N|=1v-7HSLT2cflH@bo*M zaIWyEZ>pa)p0<)3hOPbs8g|9kKZ{a(m~_hhlTxDM?8{a2jmv*8?}~pc|B7XrGYT5t z`oBvw^t@ckjAA_~R;DlNwwG%x7NPbf2(E9NLsDr=JkF z!Eo7Ls|pWjwSX12rmzR+X0s`laRbnR8YAk0J>hoKMg%ALx2WQGbg!%vi!#m~vZ;Wi z!xSvSz&qUwF$qty2{um)Xq@E8SqDflh8DI0@-=E2`G3#fVqyEW)>Z_*4JXU7rK7EV zCPeV8I@|>hcxLvZ8OC=x#@yr!b+j?1j9+94koyt;0q!Jhr5ejpc5SsxKPCC@#nEz; zJo4ux7??6r2p^3TUC=z4+qdcTL-x;dE-%@s_NQ5!xmdo<6)4INmxRf6I%1HxX|89~ zxt<$mrLImA*joV^V1;1eF7IUD7%8nU@8nvH#mvn1?#4(o2MT~grAKyknf<953}PYg zq3FDnyzk@g=X!9rTSS4b(ArT3dwJa>O02>AX{MO*f_EN~H8&~*p?3k2J-4e%z1!Nu zLN3KuXkSl2a9Zkq)S zQ@B`+TbXkb1Yor|{FOJ$8e|D?nr9L#3*uu6@x_Ed&3LZ;t`QYs=(6*}fHZh4Ul(iO z3^n~0kq#UTUAR4w%qzkKltCt2cT5>ZmPiE3hSJvNj6s$%9>R&`=uxb)NUKFrB$5_j zxn6!E2Uq>waF?{u#q!S5}XuPGT${jH$#>~LGOm3 z+xrI#UIcxdU5i;O-7Lqpn&yc@v04qsfLKX#j3~)vuW~jOC;Q7&`m<+^W4K^w%ZVkk zuxz9bxPHl7(VoTe!g81j)cATP{m&0i5;MJ2I!m+GF&PwU>)CXiZQ>+)o$B)gR9 zJL^*-7q!|S z3pnDpSuZ(6T6wCK^pSNwsW5$5ZeSn^QvsbezAkwd0^~&Cr>vSL!I6_%D@x&gDF~;= zLzU5J<99_Cw*Fx+wpa&(SF{s1{*BbM{ES5(lN{=%ucMqbpg_X~Lg9$vI-}fw^&D zFV$@*v+t&@=l731*~L$b6<^K}rmm8H?e+BbSq=bna#(^%03 zRQWWVaWLDw>*Mn7roZ(NKfHV2%ymHg%e}>IK_d8S>UO*?W9)qkkcKH5?{30^FQ*U1me?TNtP9m>mxr#;bk zioHJsK=LpA2|4r&k1~ovQ*w`|2!@kkd7-&~3U|0C==A)ah?`M>t zLdzplIz@D}r7NsWwzsQ|)EB%SHP%W8L<3i!*a+_Twyhr^iiMm;%*hBc3~}ZNoleB7 z2V=VrU(p*yA28+>E(AvP?x1ST>zDyjp0Io7&X;_naE6S6Y!@z_=BQpJ{l>@NzVSlm zD3I@%+7qx?hT!;2JpdWB4CROBjzYH%Tj>WV9&VZ20hsoTMs#Tu7aTSQ#u&q5_d27e z*aq~t=QirAFso}ppq^OtvZl*3Y1pfTlCJe;i7eT3B1fx>=yU#SNc1KX3pxS-)k5<# zyXfkFeI|Dlo0vLYYDdK_x^OR5Hy7q^PPWmnHzaWLqUVW%O?63l*zPX-HjPK7!s#TQ zh#fI9WS+GiD$BR}QgRZ5(8(E@1RGS z>vYOVa}8`G<_k-I-&uGQuw&_79 z=k&$&9^^_{(Od?;u(n6u-D0klH3Ge9EDg%-%#NMUyY*0Q3L}K&oY}d9##_!!n18>3 z6(F!tmN$GWO2St6=mkgc=j%c>t{0w;lmVzQ2^qRtWL{GQl$!WUW+-&uYao+c$A38*gn!LuqiYV z#ereQ7q-vwoo^Y}?*vDUD-`QSBi~hHRUQC#KIc1};bEq7fY75aP;?L)T>t33M&k+mf23bn>zd8VM)EI+BVYRB&g4sv%da^&0bCXXB>uo+rKWKQJ0Eu>LBrv_da%RC{zXu! zT<1x67eXTEa2mHw=MIf3L#>umdJP>2yETS^R#mlU&)H1E9PFO%)X|8-_s}er?MXzt zxSRs;#9NX;qA?4OUAyXkN}lZj^Jv62b+Flr>PymTnr2}$D(Dm!+m$L$DLlX_%Znrf z3XWfRbh`Q#tT=@XxD7MKGvD`iE!PL+B3Qv8yx7o3qbC(hH+G zt;WA+UbCV!?VTSDP2mD^($CV>WKG{U!~%@doS03c1urYL7~k}4nf`*p_^tLm*-gT| zrexHoZ)=Ll!31pzQbKO~y2(&?->=plIwb}iBQ17o{cs_bj>446HNYI#av#zZL8Uv@ON= z%|$2r=ZJ;|oxv>z}XJ18hgO6{9EN#rE z&W?CAc0O+b5o99PI$Wsf^iOxatgNI$ATM}a(?*k7!4s>NGL568Mpaor_0hw!GwtgA zrIgQo?c6Sb?9V6)s%7zAQT7=f%xU4XV?)u!jxraUIOT)IM$hM71kk}|8?S#JTO9`i zDiC+aG>tc%PLU81)w_xfs(LebzPEnc^;6jM=hMk)mchc&%?wchOUhtgIpH(=XN79` z(CkD$6_Uq^7zV>M!N*_2BE?%XyIiA`wJ+au4(BEDDbhlFk3KIoLc=zeUcTbGRa*4V z%ENvNWA&RC-0Dk`9x}&yN$CkKa@uE@onU_nS*bn)pUl)+)tQ_^sDPwm2LZ%Iv#lj8ozLbZ$HYc z;sc<=cy5~s`2{~Qx6J$?5?G#K^(>|O(j71Y=}CyQv0Zf3%)f5o=;s}EDMRnLA7EiR zn3?o=WAmYh4WO8eHM1X4f6W*`=cdq4Lm;q>k;)h)-z_FgnDS1ez2ys_a2&d62^t%e z6>?flIcLpVjPp=cypNv>PviB)bDN$X{9O-ZT7~*6%d)|e%`e~fH;gK4#EK-#)zoyV z7403d*D@NCaK&^S1(Zq^t0HJ%>c84)lV;&{2?=f}W%-Uk3mi3xhFQPOqpP9Bn)^ms z`qq$=_-ykm+xqIzgKe^@t11TEE*vg}mwhqM8U3eib?5K^jPTMe?Azp6Vc#8O095*n zZENKkZSQaK=Ua$sZBr^;AY~o&j-@df)psNu5y981nXLsPM6x43I~lS&vPC=9TQ zt=BFQ!TR^8h3{&S)o4`yEVKWVjs3|>yN?~dAfF@zlXQE3#5|0@8y6|Ba>3t|+@gda zsmKBbaV#P-`)%x=u4PmjW_E_G68Ko}(X|{QW>VuV&f%XxfQo6KDHzDdYEKkJpPYDf z0LpDZMtOkUGeI93IMlDf+-$V@S}9pGqR-{r-&X5sgE|rCZ!Yiwqbp|F_dBtTqPq#O z!ra}99^&;UqKC4B#}BA>l@n4x{hm$oF?oP4df0ogKiT4eh{5xWe5F%Z8x9*v&loZD z-o+pPDL^9O5+c4Kz#Yng@|Bm4+x*SjOd0!Ei_MsIOGSNHZxjt6(mZx$8I@NoxZPAK z^iwnaWTXG2OI|Ujd;Mxv@GvI8~E*>4U~x@t*|-SxH~Xtjkcbp7G!q z_wHxbx6O~Yi32@&%@lzmkHt8&^HE(Vc=|h*z0hFA!klhMVXwNz%z2igmmWa)V4VGy z{~Tx}!~%pCgO}#ax=vc~tnEt_c{Ccn>@{kU@GQ!P@{OL+(qYiX76rUx>3A-yG?4m? z5SDMNeWks-VbH3DbEb-XtI2m|>E>!B%rQQ=!!FxV6FlqoMK^8c>MbNjnzE% z`Spb0Iw>#z7sPqXGc1CyqWvV}0`%VH35B_?lX6}e`B3`Qyx^w9aw*ZhNDZF@;mR^-T3JUyL8@h#chru_PPhGW-vWGUdC zTZS0?u<>?hS3@Q6*ou)IGVZcDaFw{u7#Z4XJqM2$CXrR{e%Ze(TZsQRQ>AD~uuh)+ zqhCRmam!X-Tdh?2*UsE{$hIC>`ew4EE=XtBSS}`U`70l26i2Ddd-(NiYB637Y#odj zJ)AJ&%9Ld)ACQ@|FY=U*H&!)K3d(r_B;Df+_Mea zqM<+Q|4a=M!6K(pfGCUR{n8ko>bEmYXbsVFIY%?~sG$R$F}(l^vGm%Ai1XJ`Vp z$Goy0`6*g4sbdeF#supC%WE;>+R554S&`$LQ@T0;Bx%zC=j=LTiOcGGu=K*M&YsS1B5Jx0S{c7II$Qc+#{@aGC1`?>N1^?4)KF?YF7Zx%dMta zZM$iVzlpiPo9pW=n}~kp^H|t4UfGOY%3S>>A3F5*D35MBJ^(aH)1AaoGj0tAjG<@N zTQ6#-ea_QZQT#I=V0RDD`n8VCXo+<_5`nRfj0|p${150T^cxzz@mRXk9;`!)St-^L zpbdkdO)gtc{ssg4#BfL-X~Qi$daTbfc9|x9Z7KOfpR@puCS$%?W*!T+4#2^NSBo0E zT_fI?$1+W`89X{5KyYqx&_ozN_jAU--|ddMW!uhlf0HuOlFtzmHwNIT4GI8&4u&ST zlW{Ay^(KBxEm@Wxc9+a2Zdbs*8f#eK#7y;>y2??J@+pLI_a4UINInF( zr=Q<_c>Uk6vF=xDMeM-8xpSAamine=+#WXKBUiq#cA0UvJ-`g}0u{Xi3*pl5Nm#33 z+uuQKd5JsT@})U9sZApn$Wl#shKC9V@8*-Hp2+?hqO5ej$@3dtEw^1TK!mRVqWF6s z2>$_=6&*DYu?QEj-~ti*H+IdgR6B>?O4*z;bPw3StLv(Qtfbn%M*s72Gng)T>OJ8U zKZ2PqRWgXsAcqUUBCj*s8}9t_7f4<86^6%pyjL=k>pIsWr3QXT!3zMnItzzQVXu6b z^r>T3j##;o3soTn*t!~UT4>+M6?iRtN(J)Y|M+= zCW;#(*w-RNkR-CK-lNONfyHhXT1uAoVn$aPupBI;hYf?W8wP5EzNTtbZ z(;^NXwXS=f^ff`RcV|q9QL_WSAlYlT_8FotsJvdg9);IJj}Hx-53+Lj&gkK;Jm%-W z-*}mf!-wr#a8f6uAY>K3X`RnQ9M8Y(3S24^zM`_@#PD|<`he*!O``P%XBguB*#Dce zMpUfV;g31>fwAu{eQLc@iGStCo6f&-6$76G<6UJt`e5PXNZPPsUF7k|6}8xctRFo{ zGNXW@-}7=a_)Y@bn-}omk+GRhi9^#0-Wm>0@s3kh&Ba0GtyEQ$$d90*ws%LQhgDq4 zA@FsmmL6xxY%4cWvD$l@@$NREqQ}Uz@e50D-6T-VgA5E!_d%$PvKIhku9_Z-_sC7>^(f?qZgwt%qx3h>|{dJ3rGXN=x_ zp@N)-Rio2xPTLVUE+2a}0;q)~@vr}>v0rSWdve(YC%z{hf$=+e`}C8&%^d=q4aVL! zxWdCQY^b!=GnbHmc2Z1Qn^8djYe@e=k8tc>eW*OqdQE_&H0PUI&TEvXINWHh%V;8X zEzp#bfXH7*qdOcR>!0La$)*GKBW&5M#N4)*^DwF7SuP>*`Nj_@k!ZBO6!ncvB2MGx zsz7T0$e8n06R-!>liQ=6b;+JbR~;-mjF$d}#CdWbhPf8s4EPsQN^d7gidBCo4aK>!=} znYwO2Ni6;RIKa2N|JaS56U|GJEt(o~){aYad zwd(F8Vc7h1`vz*&Em!nob2J!E3VRf28-e;GdGwWDa4|pg1FH0wcqaqZf`mA=3DE)wmA(2kfdD{17Zs9zvCwI3>p& zhLyd^&bhlOyT%%Eb6amR_{On>vP+KBqm3Y1*p&yHykm!ox6Vc41^Y7HM54fNmEA4o ztXbl_JwO1vJxThLq)kmnvVtz?f00$)C#skpRHrfPcNnNeQ=qno*|VzIvSVYc*#ocP zkN)al)?Od4&`g|mt=K2Ois58Kkc{xPinFwh%@UVu)N=^5uu+}kFxDw#xfR$F1ZCk< z^qpVt|8({IwwN&df0+pbZ6<5DrE^YGj5v+A*DdD$f7|a489MjK0dE9+Xj&Lm(03N= z6M}b8DtZma)NvJRaEdq=LDVIREfJ|PTjoiiOhkNNa#-sW;^*m-#ZN8q!!ypPv4S#< zQA-Wv#^1{uC~!ytxGNn&{uuVWl|Jw*(fJvT0ayOe2X`_hf5>040^{^nEivyciDmd+DQTUzG-pxZ1O9 z)fm6KJX{Mpd4VJo(nSx$4aJPb>q`-c|G1=ndl$ZB^L`TdA8S1rDMWim6mi?lSnaDv zv^4+8;utQF&4U@}?NYi-!9(VsC*#>G9&0Zwa`q0yuYAzgj+ndtMQWP@OYoT#V9K%8 z*um!PH3T+4YU>V%tZz7;FU9xn!m|D8@&GDvX-HcNm<-d$m(>v<4unsPnegSeBO^eQ zpbUdwvZ(}y!w9IwixjT#B0<@v*x%IT_dH#W;9RT{jgaTYO@t921yUUc7{&>n#`@7x z;n%l+asj3#BJ-+=<3U1b)DrWUnPm5_ZByr6rmQ28T=;M=1hvt-;Am=9qoi?p@Nm!* zxnZw88ocntmIaWn-O_G`_WqXdwah!6YxL>GHdNo5)?<`7q~DDUkO$_MSV=U-d{*GG zIlAJuw&UJt4c3;#vAy7%pzY6R*k{bXnRTfkpDIeZ57>J7b2Z1x*40YliR`d~nx?Pm zGcV9t0$3fjd~7)KiF@a~$A8Sx_`oiq)nT;C7JtEZFGSW=)byFl6kR87D&hk_R2uLp z(|xK5_;J9CchDXz9NLvNc(flI>$=O>yToS4uw9N9tf5QBByp#;^x2{obXAQU<*34&?Ri_M!gCkUAhDrTLtbpWgV zflM8Grw#UJIdnVlPKR0z!R1v|G=1+8cKMC({Va&6wHE&XhhW5@STYIg`ssYp3n@zp#edj-Z1$_X9N&5Ifn=i#axE5v6 znAhj>$$c6?IH;1+^Il$iw>`jj&~}B|JrB)JO_NJ2&JYa?Je3m`nZ|#r1(kVVkP!dg z{BDoV{eqk5zpgr&-E8eII0wC+8<DD@g9M*hA~fH>m5$8 zN;e@DdZ;w@t{x3(I7RDRGo0d(`nnF+ZE!_-RdO|93E2zk=I(z4kp!c+*jQr++(c@a z_LW(H>nArh0$0mqvoj2AH_M8+js@XMslM0!&)u8*4$ZdA{g4ZQC;pm#GQ}GhTnbT(5CVk3NKhQeT(7?*7>{6B*P-zu_b`P zu9MALeZyW^jImcbymvxoLe43k=Kg}oZ>uh$vDrL*>9et5CfHGIV7Mlz)hTf=d{LOBiS~+mp9u39bvL zHdmc(7T9}$b9jC;nJ_~}D0n5dXj&3}cNX6a&y@C>AB$K4QKobcC=ziu9Zy^!q(XO`$ zU^#co_L=dWqs+42%0m>#eGSy!^I>fkVR@Z7TlA%Lp;PZ^y<6KyMoSKSa@F}45EFtg z_g!fveaiR+W?+Cf!`dgt*KCY@K~Vz$Ku=8c(A?QJG2%t&Y#5(;a)k{g2excoKu=S{ zDJ6B9*MH3ZSv_|(NW%%ujRYHR?RTvp3@BmH>cyU8iU`HeO{FHbZ19oa_dvcg(_nC% zu3>9n%XcsdIAqxWr~;7VzbV4$GrXrcZ52ENb;x5IaB`0>nRUOwceFc7>201)91^js zDSVn$mre;XJ})##l1S_V<2!Ix?uChV)$}DB9|G*E_m7QTadQaqTUWhWC zD>BK)vJ#hU*BBXwe8JXeF`RJ&9-s!XPxJErN?I5M)TqrLvp8Uu;IQ#-;#yRXCsRRh z7~Ij3qvSKW;$v||1ULn5FGewD#|rar?6f(#zw^FBgL>)T>J-f4MYo|jubJo%Anfd9 z=XH2(qvw-mD_xV^52Fe@xi*`s&)?JDRGrFX_(h;F^e%be$*QwKQ7BsAra>yO$5MxE`;QRUmm0L#e#PFO1|&jZE`hku8?9r&pnEoh6kjF@;P`@bsE{6`8H zWCwZa2h-l^vW8vqfvDfb5lcNbg;97spHSX0DJp7!bJUZ9T{a7715D}d2WX$Q$+VXJ zpUHvc`Zc>XeiUJzIyizIfb&l)8Os6;K-=IxHt?I)9u7*5?qpi*$;glopZMn+Nld7w z)e9tC4jBTs$=;Vsct>DwiPi-91BRPmNku#d8AcGjGvDq_o*9unp5oH~by79xlAB06 z>VD5 zyuaXZX5ydZto$?z=CV#R&(Y{7FCu5w7kpQZpk?1;;Q7I+i8yA#Hy6nV#$a#9ya9%n zWw7SzI(oq>j0l+=_Ri?$4(0A7Q*W2af+`ZvMD|slxl036x&#n;!btp2Ktyg&ut0On z>lxv>2u#f+#esweR6T)c;GrB7k20DB1&S(LMlA_0%N@Yz@z@AZV1*hd?D)QX;+RnH zWY#<9`vqY*evCVs`J4or6|3YQb?`&8ORf(&&M=&skE5A4fIZ6MT_MV0vEN9Nn1a^z z1&6aIkr0>hwAQaC4Ca^?=8`736W$ZqIN3)uz!#>g_I$_YCy4QEBtJ`vG|KQ*tq5G0 zMhHyFx@-&lcBn{O#X2?9l8W^Ss0EwlA+dJs8W->biz)f;yvbSij~?}>xKY>?y(nU) zeOO468h>Ce)>jPRD4@(yRXCNCIOK|k{EZ!{&NR$;*UklMUc(#Xeo<=56g6gl7zy3l zCvDF!;)@{;qC>bbFo|U+HwcMp{~UA@7W%4KP!6W~Y+Qv|ndDK23Csz@O>32I3f$r0 zxnFpH`DHptLQ0Le3Pc!Ox)aG90iZgcm;)Wc9fZIESi9PC~W z-sjh4x&~(4+~QN7IgO0oc#*d>MBs|{{;$C8f zRc}|Elx~qg5aWZ)4ez(CfL)ieflvF}4K}7<4eU`cxC&(!y(ye%&Ha#HuZipKC++g?={b(4MNyc%kB_91rWgE`7?N zEUsBSt$FKSsYNwbOoG*je%VSuP5v2*m2m!6q)g)~2 zI3_+6t&G~_iWU2jiXw+cd`eC>jdIOQ2uBL8n0!Q*>2g5f&&yGfyn?bMZBm3g6fN3m9w__(}p*+ywCT(YGdgv!h0IM}I>^>I^dvsaV) zll=Q&jPnx#;_Qmfl#cmdWr)bB9a*3+N=CNX4IGL|nT|P&ARnSSnFxV%ai-+tpHZgi zm;ujiG~!d&8@lGWaol3m(y)TOR7;}*5CG&;?H3C8^4-C-Mmi15-|8J#f3RIP4~D0m zYL?%J0bq_R|5_o(N8gQB(AE6?!HE?BEej5ebd9NXk%;PJ8LE;zyqa?^098e({n38! z9J$M-rP&BL>QQGo;+ifulMHx7Dr;BXgUm{YPqCV*)M{2*TN-fE?P6DOJGQp4^g-_m z*iD`%RNM*m2mzA+9{IF$}Ne^jQLAucNY>NSbRBKxg}dBy!XHGq`K}w=Ra+W;@B(5 zTMS{51d`EzoNTS!Lb;{@pk)Y{YQVCs8}tP4oRoNa1dS9b+ip~r99GzSoy0TEI!RG| zvc2@tYy-r^?X?8p`}0%oT~56w+k(k|qG1;WuMv%^98?c(x4aML3zX-0jyc#DMVa-I zi@y_-IjSjiM@$nz-EQ5!gP~BaoUbP{~ojz(uZMYJ1PMt~BV3p6JKhK!2UYRvjzn{f^6o4!D z0=+VB{_S_ke-U6`-FH`*f)#j}R2sSvcI2!1inbTMD-iCV0+728M1h-!7(hiqt#Q8^ z8a<|0nDE0PR@yT=qsoIl=8Pw)?!83>nRCEH`J1ArmHCGbXAeUB&%B6DcI)XfO0|39 zH~pzbocY>OkHxuB0$9#nJ99fTe955^b{-w7+~R!alxpCa!qW(&(Y3+35K4SGv@@;v z&b05(*w>mlk&hLyvA9M}~fJ z^pfP}HNGCx^PTtKzk)B(>49JnQ*=2+FPVhm(Z>?gxb|gBt8VsM45js}KA`*=Lh4Y& zhMF+PCgWy>W#D|QaEB~M-(q;3o7SZig^&jdk5>%oo3Kae5?sNAC<8s``mJZ5myvc+6J~mhQoF-vuq}vmLI6P?^7!Wr0fhJ3)&DyfL*4e%J&fuhEP$UI6eAS zk}Z|o3<@;Wlf-&g!W~e$%?=)$^07}O+o<+u;8_*QGd)PAVYU;bS! z)$W=b2$=sIy+8ug*je>gc!rjek9_f%+J?iDt-kDEoM*4WNdiet7UXX!vGQQUg%xsv zItDQ`zUQ^e@cUflMUPv0Qjir0cSoG;C|kD2or(zMesfRMtAaQ&Pj3HJI4k(y*VA|~ zUWGtx0#r3-x3?3+wDjZ^$b2H- zlOj4rrHw+_leZv6guM;@qVCy~WAmriJ8vG03kQTOMnrtH{^R1q|D zVe<$P8rbJE3hTG&MU=)mhxTDHYTtXbyv)JzB90`UDeds#_h?RJ+;jca9;0%LgSr!K z+N!$Jb3H&jbm(wSZ@Zbw&x)d!3#mtggH;+%sRMU>Tg=AfSr^Pe8*Vj}R}d{U4V|yCfd5j;NT9ycy8l8UEyT;4Y^}597Xk zkS?*gCjjc;vYVD%xU9BUc^?M*zGbYU?Ua{5DfUlbYq_`n?&rk77F(1%_M;JGuXvN8 zZ`P8%PSLzjvB#+Qxz6UKAt%svE_FjWionx?q|>(m6@EUeSTo}K)@f!z#bXii=Io4k zlb5K8f_L}@(vIYQ)>x!IVDIl)9kz_4)AEVD z9PdhMj4%{*@U1AJoRV0zEn^VYMo)A{+k$eBlvg>(zDMn+({r=+ zQJE(r=kg9)e!d9p$SCjcZK1923G$OYU`>=nR;pjhK4ASO=cLR-s@&2aEhzP65iFV0 z8c|kp_JsE`QEV|ttWyP|_ip;v=)jD;$os@$Bj61@D+m8$QTyx(023?#z8!rbvCYQu zY!7+t%%ry`#eju=Jwg_c{ZQ09wG1vwq`fITi4^bf9}c%_&Zv~vboB$7jD)@U2B^^! zE0w9F;f51mQx>VxCy*}g(s=L74&Nc_{iqAqN5G+A3HcPNmO?-+xdym9BmEf6sG-2y zm(NpM1?W$7BWkKaby5%#vkw7Nsb}<)r)?C6h&o2tKp2`M4h}>5mE8)cj*gv0Q+H9n zhxv0LbGgjWM$C{2xaU#bXvr=OVQP-m z%9#!asc@14GBaB*wIrPJ`*kmDc@|n6MqD(jOlu(<4q0^O+?((1^$LT4>zuGiYAax1 zZ)JN56@qD!ui8?K7*;)qFVFQV=y~ke01&eRH9d9>eIn`{9WamQdpap;pA0y6uU3Bc z3QUCL6N?^!#g$0Cm}vf9+4ELJ9jo|#)y4L}TjBmpGGyWSo^FK%t4O&laDMFPqfc0g z4+<$USV{O7*y^#E^?2s>l`3K^<1d*hjRyN>&nQ}_Yy_N!orUfJ*aeqiI+~`c%nW)0 zRj|>Uq`)Q&v?Y@q5z32)CgsWW(9ebr6ps7!`_;GkPAIWj5IZoN3Is;nB1e4h_%$}N zJ5t5F``Wi|N45NRh7WfgpGb8O1>tLpbB*edN62uO z&b?>)niGkZrM$u${e?%u`^qP|YSX#cawA}2@7||{+rP##YWNy#D511S{JcA%gJ8CP z;`j74iGxRe1^tU{PdX8KHeEi#YLhH znT1ISPyQmk)k6*)kbx?=bSPhhbedWJSEPrOZk5V5V)lQ0Q+zvHxRU&_#K6s|5k~C5 zlmM6~aJYa9f~&5zuf@F(7cIVfij`-qk7EsbHvS7x?lD($=@^gK4<@^m!Uy$qN*Y^a z%0}BDXX@4yvwp?+l$eIehfJ?&K`PST{cis@TuqQS(q*;dMT?XgGi@ZKRmMJFS71L^ zhUNoROF9G{h{m`3cD{!C ziAqx0N$s18uwO0|oXF{-D`m@P-U%%n45u=rr+kxn&@8&e9w7BMX2!VHV&Qt>zd#{4 zmrA$fSA4H6TaEf@UF-KRFz~GK{_hpft!pX?q2M|hap3B;fJV==>5YoRgksnxo&D9& zQBhIt{@(_`RP$UCB1kDcPgo19HImM`6=m^_ND-uESL zrgyl!WE{X~WQYI~Ha=2H=3}cZ?DH+*_V8o|k{;cIFtwWvct-)s2zVv>#*%|m!TV4e zGrLm0QrP(1(`GFyRGumA2{_)Pbr{WgNw*|&zWYkFgL7s@(vSfH9-9hSa$Hq7^(_vk z382FEnkRzCjsq0EF~IPfV%FKyfj|g=wKjfJL^x^%jt|OrpL#= zCN%1NaqbqbS0h{=p+!x}u_{6AMLSu}PjFo***y~m`E++^Tb2PHNDAJQjBDousnFT1 ztWhv%c_rB@u3Br% z*lx8*80Uncb~a6qMuzx6I>D!sV_qZhHP9ND(UabQS0RKJq2xy_XR}tcAacYZOAeKekbM;hl&LN|7i69E6fYqg1jd*|V3;!hk_jngj%;X|Io68Kb?;2ae5# zcuR+7S6Z81C+h=7ZT*Ryn3$J5@m{lE6xfaZLtuQr*`2DiP@kHx0k8WUUs2u0oKprB zv5KxCFgOTrA$Tl{&=-1);#W+VF)r5)=bk!P=m49Yq&cQxJF48%%J!I!>zeKKt7ohG zPcf%WMVU@@v$mq+w8()dQI7Xi&VsT4T4+Ago;2gTgs%B$0(~$ETb(ht2Vx6b8u6TT(;TkJ7{2%RUg}oP{_CtM5$k;uk z!aVkL0Gl)QdS~B02zZbG=$XI=u6uFbgQWxI#(#>?hvQtt{UpB=E4qUExw9{<5##w_ ztowAtXs>cP)Z;a67%q_ip@xL8Mr#jA-~!q)6K@KJ{v<;_Lx!6{vB^oMi1h)p7l7Tr zK-3;;PWCix{jy?tV^vsO_xAH>5#Ts#yyUT{bxe?9u-c0wbk?V;a(J9HU|NkF072Qk$62Q4URP)CM}cs#aK@5W|G4ns;w!R*vA?LU7Z#m!_7 z8y_<6VqLhO3Uu6rMjBNJE0@1qixgwFC2@(|TLX7?`C zxt8&~3%R~4^ z8-8#{=_`3bRz}p1s)f6E$)8+> zK@TSB&8)e6*8P%zZn0jMOsPH9j~SVG1X%P<_)2w6LdcK7drt-m75C-JJD#X5aY%5R zn)If?%TsJRS5*G!9MdUQi~{_;{qF_O+wfh6)$i%%F>RHk0bfulcVKyutbf%rL;a>c zzm`aI?f!zAo)shod9^I>2a}@EmYH`U8`J(JjJVG|5$ttdtji0V$2t!L7I_tCjgKj+ zg@bhI_v==fVjvVb(N1YVxp^r+)B(Lb*>7OG?2LC8`Nr&|i!`R+RU951R?vHuAoTON zpkoj(d017w0#=4E^nLf!C4;*Y#3i8``PdJiP2^6>XotMWo0UzbwCIH9A0r0#+ae+* zK&vPwC+EhwduGTh#TG60e6>x~r`(Xr4oU@)Y;B|n>)ib_aVzmNh+Vp*G?%QeCM@xk zFdy2Dp%Qguw$g48hE?s5sZyc_;5AojEvHCBNca*HJI0#sdJ@PF&#!3|u_d&hZ|^yt z>#j+a0kwUsN9swmQMQZurY1R@E#cAYKk#VWaH2%*uW}if@6phI`b|2QG<0N75^e4U zptMHqdQ}$9ZXWL@crm^&QI><}cz)B38lU`>nP9cImt@+{h@T`^3P2T>HNC93?OV;|ZCx0uaq$4er2}A}WMux>+H5 zb*^$cJ?`b6uKAtR(`KMt%vLx0E=C6jLL#pRTcG$P+fTW0ol|+!$)k#c$L56Plh22$ zaEBA56OYJcl?CBlECdItF&i%3mfHMkDi(|eyL$o_s}jT!=1j@{uQ{c zjUZHfa>o+s==vJRfjHdaX9%A+F{V z(Chbma?}s`^2vcHm3j!I(M_b|<1j$uhuewz1|Yb?Lq@bv$85A9D?f*O%)SZ)DpFt} zVI#B1TxDrH=I0BI^r%@N>X16_c2K}YG{g0PD*Os|Z4e;Y`k0h&Eb2_|oX#kTQtolj z`q}yX4jk=I-;~r)BM=bY70prY-{3O z_-OShT-KmWAF&MBxiq#y0Qb7em3Cd*{1g2Q7&D>6i^JiB^@vqLT zk^tS!Xkk<7_QWG4ypT2Ga;x)(#!Pm6;G*MK0f_!(sMriqtvy+Ig2nzrlgKrcP+8j} zsiLuwA_9nbq;(NCR>@S--%Yd4GEsmHKGFS?uPLg|fKi~s`>ejqhB;meim=^5j}YeD zd=1ZCG~fIe@GR&&h-kF%!b-a|GW7%@&Z`jcI#3=BUy>Vi0@0MM!D}f;`+|B z!Q%*MYil1i8@r(2Q?Ymq7y^;VEFOVH-d|zlOmoKWwaqo@KKpWwl*)&_INte z3y&GiNm#)xyfw-r+V=6G^xbOoZn?!{N;j=6c_!b6w0rY*G$|MFvF2^>5{%R3SiP$H zian@-P#rN4?X41KeZp`4PU&eHAGA}us41u|FTa()mU7k>wZxofzX$PGW%G#biya+^ z99ZKzS5%0NKpj*D=GlM-Cu(JEuu_mIDqSne5!=yaOdF>Yrzj|@^to2kQRuYvz2|>6 zR^5vo_wPKiI%rj^_*dN)92xDNa>dUEaK?o0s0l2h`V{H*u4s`PN0yuvBr}Ru)-FQm z%+yv+_FLyk(-4)ik`phS^e5%E&Ff!x^FaVbCtYz*g|j%2$cPQQ*-&5+{hX~|evtJ{y6ECB?qyNWv z{h(_g7!6y8xOpl>E8h4(lztwAlxXKHbSQGg&Hdwlw?1KnkF%F=W;~U0+?P=}4*JjO zuf8Ubry*PUK*XmS?sV43FV~P4FZf7W+VeLz`Wy(fR}V4`CT!jHqCU};TXk&{*{^z` zg-5*|8>}Gfr&tIKe6*wcgsmx9QKAyWL?KRnXTiVxyAmP4-_QEJcDpm6WGRrJp7qw= z?BMR`-fk)4Kh=>xAq)>gBy6C9uOk?sq%E<)#$A9-CLyv1UY-s$%+EZsmUI$Lv#YUL zOGbW&vQc{}6V?b2@>rDNohiP7Z6MqVlQ?Mfq&Rl$sBN$xY`oBUhk?HHzkmx#u71vr zUI_Mf^8>R3_BWQn+KkOg!x_sw?c{+#r^loTkXhqFQc?S2^~-gCT9rYptiu%w16(;{ zrtbLMye;HTOMM4^>i3&3=*7Ou4BH(VKKw6G^C0au9LwZYlV5y^!0CXruFH^5OPRzV zb;Tp+zYWLa`c%D3zxKVnI43(U4~yyn+%lo6D^2)yvY9n}Sz-ovU{0 zvcnTut0bAyPf$p@%T$f#!%$}rA#p*yQ9SoN1I>(aecX3PL{-Nc{4CLdNN+}_qfz@$ zq{O#{ccbPJ6aW%ayHV1Vz3NoZg{G0@j^HVzvnDxTbXphB^nGA_FXK1ZAe%n)aZ7E+ z%`ce6{-(es+}(!o#Bdh~y~IG@!sO~5d8fy99SFLl)dlL7o2Wj1A6?U6yDKs4?fApV z$zT{UU6NCOVeR-;)GUa^S|gu5-^c|&6UNQ~?Z+BtYxoq}$u_MKb-H&Y&%1+RpF_T1 z9%fRzrL>@89uTnTTM*RW-+NpE&LNvRAG>rnx{m?tU2@8^D(DC+I3fogGR!)UNs#&o zn6_gkhH4VqQjVoMNAHD0i*=-IRsY1K47_6sb< zDb8s{c!Q(;GWD$}GIe`a)pK{u!58|{DCG*vD>vDYWRmPaQ>MbxaCWs#Yt9MQKlgC^ zWr*?NuQKH!k6i;+VfjF&wanpQ$X|PG-aZm!5nQAcD!$V~t4QwqsGUIVLeEm5)_Zz% zlIu77DzMiKR)-UCw&=9yx(q>5;OY7OS?k}}6u`J<ZqM`u`seutnSUcw9*+vrz?(cJ!}u59 zK!?l@AFElW4OWq8UQcGc%KOGK|Hjq0K{R(s{9dsK*HCaomaSz3WC0T8Fih5ov@U4R zIkj&Kj(6`Cok_7Jy8gaWzT??ZZ^`O6bo3@5BgU^QEsuW)GCLBNtd3nDSJL>QV4&06 z;t~HcWs@uMR?L0~EZX&*eXXbSrjO&`2!BbiNnd#vs%-eG$bNQrHr28J7;rkSY08fW zw1Yy5ECZgo6^$1kC<|D5>};R2DV_WhwJH1GuNw{%UYTWc;wuLxzL@4)kx=_sd(SGt znB4r!k9$8J_?XSHT_VXCYB(v%9k2zhhAzfG^Xk;-_+ii8{rhit3GnkJxv10?_%aa6 zm8e|4j@i#YGR~G&MqTQ#C^)WY*^C*&z2aWCHZUj!U=m;}!j8peNi@P83NM+t(F<>VQHU!|%tk13?R|dZ%zu*^n+x0Lhdnzp%F0PbokdJYbxC zny}ZPjCo&}zdNE6`dx9J4j4=)_7WX~PWYi~tnFyQ=*+0Iv^V#fNgb1?xgZVX$}}@p z?)Wl8c8DmVTIvwR73x`i75nQ76h00gN!)T?UO`L=)me|oPyvikMjaTo0uN^3hmql< z<37+!G|DN@dxipc>dT{j5A6$U+7Q;-0Z@?iZ~EMh1@l9qz5Pa&XjlIMV2PZdV+YpI zQe6z+(GtMiXr@ZUjsVq~bk#GL{E;CtZt~6keEsY< za2|ELnK`pHpD(IJgIzMMSUg3c^Vu7}nA-H`8XR2WAfPxY!MUnZ&uy}D{q{0#FK+~| zs4Q(Ul+5^Q>kHQ2FBE&r3hynKUg$%#ZXFqHvEtPGHb=PwDbFL+v z%?8@VNw_SA!00PramB%KltZ)hQX4`jrzm#LG!s@ylBOnUUFJpkXUX!um%QX&6%xPfJb^eRHnv&Yawu7EU0bX{l65X<1?Kj4gb(hsoGrK2-uj^7+{cy(INoHD%8ddkUVCVjKqmK^GF86-W>>LFunxzR&=&(vKr4R0~(Jr{JopQC+R>2|2H z7W8o3;Ti%){^pV723j&F(9^+2LhS5~H~Hi*Xx1|B6cU zk~7eL;0M;s5BaJGd4A&ZjfRhX8Zw{;CME+45sx?E8$UM{4wY8@xnZC=Nn^G_1oF4T%<3B1H3UKalh6uAuBtYe z(>tZEQyDoO<6>6O9?FYJzVCTOunGeCi!x}hG6`nw#g{3jSBxP0Mv`AY;VTwTu?jVe zZKpZkKWt@Wm~6ZKXuvaX8NJl$BvhltzN$T2~EgZtflvgm%C}#UI zuYpXxh_vL$vs{>St%U0|j%b(O{RobU>oxQ`Pty3*sgHAzL_m(= zL)Xn-o6~IqtQ}tObs#HRqo+srrOm;$+LzuMJ=e1VyyM9iA+?WBk$Z?F;QOFWaZlD0 z77tQpRXB9A_WY`|k>3VVntBnccz7UbR`S{QUpHUvIb_xn!!@WSYDdOt&{;*i=RJ`& zDFiQVG&Q_hTrp$pM9WyFzA0m)BpqUlfn>8B40eJ&2eEd(Cy*v@ET^bUDig~!TQP0! z=ux{&nqW?{lkGNluyQ)ge*HB9UN$v3<-oH3+x*(R)D7{udf#YpVud+{!Q>8uxX-~l z%N;G~Q1G8A@W)1WP2-VtoAzRQh5c~HA%OaBB_6VLJV|C5{xo612x556$FcE*Pqz7( z>cN2)P$1)Kc^mo60D=1JdPMu(4&O-oY=|t2X$h7rmz}Hs=^kLmb*a6MzznNBH3$oL zzZ0k?oJap+YC(X5+LXzdJ@NdUv?4Xm)P`i&^C=YAq>Ct-P!uI+Us6VRjfg}#^DkoG ze&vdYb==|5vz%?ry$jce!c$MCc^Vv9GXY7Ux^{(3;|$j;=&`3?>n`vB-LaQ@6mDI+ zzi&m%?0&T)+M;D#Ne6-6;EIpPc(HfsvX-3(G<=9)#EY;%ksZQi#AHx|$dfSw<)7ea z!QHvHvLA7^M#tvP(3xqZRLgZq+r0~Hsj*vKqQskAL=OW%Ob?mp=Aa(~V>_Sdg#gp6g62VkaZB_I zTUC8|NZ_^N8o-Sb2C|tDx=Daa+r_|aT^-{uo8^1FA11w1DX|AU=Zb=jjbC3fdZ?un zjb6{cu0DEI29C_H+qq@We=&9A4PBmU@RH+rt{Rry&_}?^XWHr>7$G3OmTy;}&}dq( z5kwy-VEqw%9KY$d_YVBZCA(DlsA4bVQ+->a&S$TbxPZV(Fb)E}ELJ2@=y(D=bhzB= z%E3kee6-7vWZErgGV|UIqYdv@1>0($t=B-uePs4>z3hlT7s#Z~vcEemyLb@-#&_>v zQp4RIq&<86yNb04&i-VlE`S))_lx`gpIzsM#X&-c#hs;dltqx9km6Fy0OHb)JpW^q z`|Rvu>$j{?QMx8N@h!-rg69g;-(=tx<(b+Y-|9Kx?aL%7rzh0y=mm#%ZwF~?qD^a( zt)Ost>(>Yh(h{lC1>O|+JL+Zm=Jjl2yx?6}U{jYUHZzb9k-dRVa0Occkd3s2@_?yqmXI`HKYPd*Gc2oU@59q8~LM3T5>)Uy4VvY)puEU^Y9a|lF7 zN(==Wa^_yxqzWpZup%y~3G9e=cj{9fJSfrax6@?3efuInx_Xo82zFCjc=Eoid|#*y z0yg43vO|Vi287W_()i6`+L9Fmd03?g%sG+8OqpS^zD8egC@h)+t!)yv9Y^_W`%%He z_O0;xY1QD(hdAUvDmPT_{&j^E2Fgx}fm(>Rwxy!cH-~~jv^)I1UC$Hy-ik&&@phsv zw~ldL>ZR}!-i(5<4B68}DytA;6rPAw9?nZ=XLTi}@n4m{|3cYA5)~!KB;>UDYF+U6 ziRK4`n(;$--Nt7q6{>rcV>VS?TtmN{s0=G6U%dglUvjDSlv3Q2c}S*W9lzG1#JyS5 zcgTQC8#NO&f;ARlbOZ|sFf}Hxo_mFii(_HsWy+~Bg1R4EvHtBA%dObi z*$pmRvfCIanMjIS)W?_jqnt8rK^c&`j}66A_*7fLIFs-zqHGStqMIPE{Bqs}W8xOU z7>p=sM^n~)&p?lfzn-jNHJ2N|o(^NjSrM$vY2QCtB&iECcOP4HvaZi7r4wySyab39 zL8-Knh_i!u2k|!rh{%O&^Wv}m8fzk$MhOcQi~Y9jz&gT>@hrF&@_lG41)y@TdqKmK zE`CA0AX1O1S>S!h*1ii4c z;x6$A0w$s6&M=RM6-PX9SMer{lbyPZP}64`Pvu<0$_GF8)t2&}I76V+#LyY{@3}&AMqz46h z^(x{T8&1^jeCBabIn7v3DMOS3YX=u@is$~P;G3z9EIdO=ZzT*m(hlg0!w^ZPqeW>N znnOx3^oYpSVAl6T&Nd~~;*fEI#xJ*xTjnFwt@dfDY?Q)1rDl-ma@_4`hX9*;PILPe zU9z*f-pZ)`ugVxX?zKce;Kde{0Hh4ScKXrk0%cOv7OLg^eu>%O3lPAkAU$?eWmite zxL^S+G8c8@D!f8}mk|R8v}7~xe&9&L38<|<&7bZ!&--F<$~Qrq*Q>46qNWNJO5!ea zkk%*OU$}LBu~yyY+a-5321t+J{i4K6`V(=XY66pi4#SN$_+!}^$g}fHAn40h#2PW$ z0G#%k&g~0t@2lWT6w|{eM&(~;+p3&{VY3`1B?5wP8onEWWo!FS5l|R~Pz)nPRloA- zoUNwa?0sI%b`x*5Pc;p|@7qA)5?>Yi{C?~apoo&!UR&D@&js!WJvtqUeI7ne-@7iJ zP8%lv2~u-Na89_kQ9`xUdyd1Fs14^ds)D%zgsvPKczqITYs(7@Pmj6ZuX>rq;^Ew8 zy&wA_e_u@j>_fCAZ00(KRbKnPh<30IzOv-jVYV}z^;6<$f13gjlz!n!PnE^vj|8k3nb7WFQ!E}plexUyQb7x~*mv&YJ%l!mZ zkt_`AND2Z`P53suy@hBKi!>HH8>{M>>e|~W+Z^5tF22qm)5rt>mEua#Hb-)8XjUfwwg}U+!J#o2+c}@3Ij2}h!4;rdWzbv4l~~=I$(2KuRW5d6Q5$^A5x^KAm7&j8CrEG+G~WOm1o&9 zl+V)i;%an zvY4^oTz@E__IE5V*vvloDuo~{gG#t)H|k?;EV1nvazgC?u=MWnO#lD?|8s^RO+;;( zQ(HNeoMOWm)f{p@M5S^*y`-U>X^6^e%~{l%l`|bEWs=$|hMYp>oD2&gr=-;T`*{66 zzkmD7rESmW<8i;=Zr3Z8XnuItjB!+Q2dEhK=_!h*wE( z=s|;j_uPQY3*g~=K*u^cX?lt;5t-u<=iLEsN+EINR7?Xtv^$pMGM}D`On2-!j$}?! zMSK*Bo<|+Nbnl}5>1p`k;`ZOPj_?iF51h%vk~M8;!|87Gs1wX*2mtRa|z%vse(>7h2>JcqpM_nkfSDNWY0r zAk6k9x2ZH?yukH_&V>+Ylm3VpRp?R~zKu6+gHVPNyC5|)omQPp8%m~X-q!EF6b_^K zCQ*;XgNMbonuAaksnvi6W2#5pseYlhv2^^&p)ABxyif^Bm~IJv%fsBpO?r&r(Z|xE zRXJh|kQ%#rdeKsX=cv?Zc=j+=nru^YD3luafxYu$CBi4BazMr&p~`&mfvvRdiF|nb z4;C`jA=&*OZBM#s(E~OEN=8n4AmcM;4r-yJ9(jLywfZ3FAzreqR_g3kvoz?E!D?v` z7NZV-7J1rWl{Y<|>TSOH_kbXMB-< zR{k-<>{`;fj*_NgHEVPvT_?+|=P1$aPJ#^f)30< zmmWGeDrxQj35h4CcgOFsI34fj`^aWy$zyi_hy^Hoh3kH~lWwoaNQsdazfYbXVj5xkEjxbK0niMk4VU8@ zi0(F%u!!h%1y^%B%eUSn%$|Rw*$HpK0Yr&faT6s=le~h|YoBt~T`7sO_@VkhQrF%x z2@h7MdhPs2P8pHDRjs3eWvaHh{ph`Sx_2W`Ab09AD!tI9&KW%!+XlzXWO>~fQeK}- z@5Xn3TQQb^PMk1ym6PQTB#f?c)+)3+WGt0^GlEp7(c2e6Kg|py!hacVL18thn&m4y zMs2Y$fA#OiVFV@sO?c8K4-qwP=pswq9X`)Ho5xZZv7y0cttHUMp0^A4M1ZYmK5QDAS*X3};6#Flt~^Pl#+v3M z3eP%UBO~?}tH|#m-q+RR5vnV#MqQ|AB7as#%Rg3w90$2vr%xZj6{q0p_JK=>ai=+IKidhIf$Hk64fo_WmhdqN%w9(A zOv#|tW)|Osxvpo$f>9|1?$m(Y-->V(`VdRhte`2sFvSQtSwhQxU2FWL1*#Efm=n7^ z8vfOs(N@wTe?;x4DtqT*VYo<6bV_^|TN*CQ!zAb6xsxTkrWMXr107Yn0>j^P7aDzU zXpo}QZLavjbyC|8x8MfHuUGo6jO>e`B;5%Tib?VmvO=?Zez$e3L^5uXqSOy|(1&J9 z@Gb?OP?F~!=*hm14h2Ko8BAj*%x9f<%c(7{-UC^Yv-WUsZfuPOjgUJZ#@v~OT~?1n z-EPP){;1ZlVOpD=9hf*-dcve??U$p-E1e^C6LBy=^E!eyf114XvD#vrp;oEjVWhMD zZ{+dwZQZbLHCR{Z+l03m#+S^WE?YF(A#c~MkHN?xDaebt_Xp^lnbogaQE zItr?Jd|+}S`_d+86Vfh-RdJW}v2oTl2qlDk&y1-WceAE?w2De09zgo736s!-L~=sw z_Dpt+^2NgkzV+1&cS+CLLc1N7H-SN?72#A6;B3C0;c zwHI-KyWDMZUrjjc%TWr_8wPSg}$n!eme06LQlN;J1Qs0Y`m% z1rNsyD}c&TY&e!XW*h8I-I>~I&N6k;&~AF}D7?aUlV3sob#uGP|1=Iq-nja z+1Y!sA`Qp1!e++NUT%^_@n1ta?lH8LWeCbM)V-uO)4+B#M|L`JG~u;v3`k?^_i+q9 zO0n0BgRI@2D2ihr1_|x$?5U?0-?5g+Lg&Y*rrlFZcg%gK)KSVlPxAp>jU3QzGkJ~r zF#(%(OW+-P+I{ln*Ry&0_E@Q=aKij>wri2o%OBth;`Ay=I(r7m>TA7sJnQ7+n%<3y z^W*kC`8~^fVm3cqvrE@&fP28RxeP-dCR6_mwW*!Y*XWE5aVL8%?kzR#z2vqVG?UIH!JWM=AU5Nd^RJHnfH^MZ7@!7S>)R~QbI_#1XQ4$c+k`LUX0iVPhZvag%3rh?UCD z%qQ}I`Y+e->J>Q@U4?;qErmaOU6EgJdwp%YbzHzU5lT;6}Q?`0s0pxg%_&0 z3Fc%ON;$mPF^KdwPZ7n9*B*Y+6jS1>{Op-TuK~mr!~6@t(tqwSvNwAivb#& z6jA&fVK0;2Z8PPI>6i2k@*fp7Hazz_Ka#eC5*G>LV^dXT7bg_M`|=hCNm$i~!Qv-s=0FTeSON|AP?o7{0LjQ1OyG`T_xuNP!6sS8boYVIR}h zYP7o9i*WkUH45h#)A<9J83UQIXlGsXR{Vlz(`UZ?xs9s~L!tD6!W-THgPi93x76UL ze)z4>->>rPc*GjUa}|;#Z+7;?{^orKDF*2RGycgHyF4z3pF&_s^gZ7i#1z}F!&fMv zm=*6bq&=#m64x(|ALV=>?0E{22O+P>)CH#nmB*3v^+OL0CX!oJg)jbRrtxxsqk76TQkqXIuii2YGmD?KdPBRz%OwfN?z^u1 zC-}IRIy^cdu1|zBEQO;7b6+}(>RNg_!q_PmbcDq*WfL{um0|~h9heq|&FP9Ms9U#l zafiwvLSfx&YB;y&@@j@|>52|>ki|lzZzZpl1aIpJ2Y@=V4|`a4trR_K-mUkEsQz>F z@s$;P*M9fFhxX=cEMd)7O1K?1O1m`E;Z!(5`4ACtw!S2{m!@b3sf0z+n~$lV7tq#b z=dA{DDPu;`hK8_dU)&QQ$DrE9+7i# z66KGJx_9Ju6BgWkuaus?lipnjLbv{9G3jp|T^YOP?T?ZjG5Ku^vyLeeUb$>Wsx#dz zCTaFd5X|p{%eB_U#PF8Gt20TI+oYU02X)LNM4!RZl*(ltKUU!H=_PB0o z4gy?!kk_u>$W(d4X^k|uww_Jzv7zrDqMn`x3n*q(tmhO^VxrvG%96ehu-o6Uli74? ze*zDVfMaPAlEq_ic!exN+K6=-sILvsq0@ z`gd-l!zZGK+pxuS277^C|B?13j}LE@3+%9T<|Mou_}wcUI~-0^7a$(srK$Gr4-D+) zR~Wl15~rZ`;YgD7^}XGT^>K-_PU_SRSp_Ehp}_&AI4ybcach_o=E}E?#>zrBVa-qsl10rJDc7^NXp5p+hp-Aa7RuF8I`E(}-o(_BLKtRcP z_YwwcZuUglZ*O#u276~AmUMA0W^LZ8c4~@t=zITLYD($FZyIlP{EsU&(Pf!=(9bV# z{p3vFI=)X;G*En@bgIbnzF%PF*LYVcb@Nrgys?314I6%K%RdOi3zTF^xJ?2*OXaCaUSEt{4Usq!K{_v6So(%0oox8 z9+LGxDA9^ggB4u20g7Fc)bW_tiXH`O6!%D7Y(iO$j@5Op>7EBj?xnIHj& zWG^nV3CCRbItoLcmapEChSJ+X66`Hg)mb7E!H{aCh*HQW#`o`i_nMb=+32><^F<4D zr*4P1>p1C(f)YU(vycTV%LTUzgY1kmFOLXaRUt>x)!oBP6Q(vw6WdeX#)eA0nB8S-i+MYSE@E8F6&FQ2T4t8aw*hiwp2}b#zsMYi6Psk?ccv!?}>o$ohxdc8zhdI2TDfw4g|Q9uO=>ceedz3qI*XgGGJQ@5oUYuU`WXo^(y8_kRs$ z=}8vwD;39PBX{O&XzOJ_v2N{W1}h9A>x;dP>4^cIn`y-@>yytOzD7Kfg;ti+hW#9^ zD^spz$r(4~7Kc2V-c5n~H-`*pH*MV~!CwI=b-`_afKFdKY_vCh*l)Pz^Le6g;EBBs zY)izv{Y`lzNkJ~CwQZ16H{uJUJ0`Dg%GMsqop(&UJ4W43jiWi=FMAo$ajLM12bP%ezz6R6EbpEh9onmTO=GzFmRhU zH%h4B29U@JZ^KCb56aw}CmUuKh1)beOJ>kOh+UDbiZy#3=Lq}zAl>yZQT-b?%MTex z>$m2#ae3H`-EfmEUL{Lt?~y65%3`x4+f6#+7 zyRRh3RmD7?^naq$B8(IF&t_YgW9bzY7fuzoyo3#G?VI*IdtCP8ib2aQy)6$_l*x~I zl2oq=vHE3M>^~vHo|!)o0s9yHNRRT{bQU+S-fi(O)w8S^Ict(7``mml&QQ9IBPT5C z=Hvb-!OhsRo@RgH{H_TTWcHL)cH8FZVw=ziZ*5j&&sj~i)_YZ|>Swh+o)~%AeBr0m z@tx?uQBYtIx4r!O@k2haxp=o&`$?jx*`AQ+Ot;2vG1an=y@CU8W)#d|PW8N~FDt(S zW!qLFP|I`xe0_W2%VS~??Bu^;*iST9UG;W>1fDZ*A0fR`A{n!#-g%}w4kZ3n|Dh-aeJIc zV$t&pHjVCRRkVOP04e$GZq_pNV?^LpoAm~2q15&+{Ec^D)&i!h6=9;0gSo?Z*n#rN z=RRh6@n`Tv(YOq!`brc8y8Ba*y*;6O^b}FR7?5z=P;QiNLa@y2b6X9$Se7`|%Cj@8He!H;` ziaU3|&Cy9Qa{GDyQ)f?s^|!Y_s^AX|WURQrf~h&exmJkDC&mxlK8>sF33a^f_Kf!- zDJlm+A0btCAlc$2ZeM2eF{}_ul6JA{aONVCpJLY3>j>Mk=>Be^ z&vKf__0EZr?Q8UGXCqm(OJ%1M7tq^R(v_;fg7fr(V&IswwoYI1tLgLK+-X`4=gRb7 zcbrRYC_6e7!`YXKG97?PXUg~&W)Xw?{HfdML=lOSZC5!;9rrDz)6cw>eg!)3P_knw z?%8og(O{3fYX;+SUapH4f`{*Co$jG=qoo3zFVF;u4_=py)n zJ*MC#t}HWL_AFf2q-uv}+h^%nbM{$=tvx;^YBeaL<*wNi2W12*e{*6xp8TOfb&cXy zVVygh+B9PMA8!U0VX-PO0Cp5{8@*C%qR6h;Y~q~DezURFnvHScltDCEUW5Nlf(mqNoulbbN`!N4j`H#ih$c67@61PL{I#W-84A&<+ z8*A&IY(fd?9BdrLa(!au;39?JLWPWct60K{C!^G<#=Z|uS{u+rzZ!oa)}Z&1@R&W> zvd7bwXbeZ8`ld!maJRk6$99K@OngJ!^`Z#a@1GO#u5E|{gNVqL3@H2z`+Vut@-3i# zgi9jg=+>5Po|$=n^+i$L-!P6M*OP+s5WFO_2Ycz}!yJIYzx5C+vNA+~XEg56y1)Ad zxEYkmdBaFv$XLv+YkmX`L&d2dRqe*l^rTaBM95v!VLhNuEL$-&bXr(|)gO3mWB!$# zl$Syr^6eJm>Q9+t(#dBXEYyVjS0)MGgW9Ecwpzv*>O{+P-8ClfX3`EMrB?7yAaV68 z{QnY0a{P$siHSq-=p&9IBHoyT@7Z}DyPF_y>8q$ik6)cJ&b(w2%%WtzT=Bc z?y6!WX&bb{>q>#C-YOQGU-d%1I+YfsCiW^}t;^o$?eR3@%yDcpM5crf!ZL4`$xBmh zfite+siEM8!8+pZkMfs)s$Z#{1C1a*>UCF1et*Nq(iM6iuz~1U{q~W5A|r0{N8Qs3 zjy4}lO)>HXaFmrw?de(sx^!jJt8vO}l65o+P1-g=iF3VMBz2ybP1@dW$&v7g=IOsO z@Zd-Niik|^tJzoGYN%AmSI($w=BUxwU(G86a{a1d+%VwKwoQHK?2f}+ z6x>R|w^82Uz?k3zs~i0{6f%DBV!F3sxm8bW-fBP1Ey4!X%>DxIJZoUn4lFVidJ`LP)_vzT9TuD5mLuY#!dlC}^^ z>bBX%ixu@#i~E33B+l)^!Oo(52clJtG~_NgTLM&qK3&bxv9Y*6OAa9!lM1}>>_%Qv zzWz}vHZ-!W>sZ7Hy|0lw!OVjpSD9C_i>c$x$Hu!%G^IBaHQZ?5M#n5|V%+>Cd5AC( z$nv7~PwR(%UWJE|W(%cHS2g~OOA+QYXPa79{>sc(8=C`$fBQc(M_*@26n9f`@=pqS z9@)UqJ)X>%Sv#e91TM3$9D#NglZA>1922<1CW&7YEmXo8$+BL!b-AOKej21-#8g$8 zv8BTfwh1rdCi5_XcfI10hZ!Z_8mAeTSi&ZF4qrAk7>8NFF#eF$TIJGDGa`;jSb1$l z=wyQQF~AYgvf?FBH{LR`M4_;?5*!mETD1aA$pD=>08=f9PN;w`u9xq)d;1@XkwlU; zcqF@syQ0uI`WiG@5xm*sXs5P$IxLR1Cm;gp8i-XaEZg3`&+1n+3$c?*i72U+^FWoK)P$K)O;r=#x~rmu?eNQEN&9{ju?Z zny1MpM5s!(@h%9ny$s3!4pNhEX-M<6ay6ou;)Kha#S?ENVS~;?@@ z;CZs&wBGk-f0{MN1ZH;JN^@Czy7<9S}m4U1Ct<@whFv4~8N z;EAxJ#9;4!RX1WV{{XIxl@o2}poGPhtax7*OZ1Cg@Qv6TUh; z-H-O5Q-5Ifpx6Yx5UxLuu)uTh*QB%>Zwg?znfgb$u zOIet%Lz$+(s|++U7w0H^?d8QgHV<|B?#A#65k(D(W7XC;SIu;w!?i${2OOkA94v5> zIpyG^r{gx}LYms&X)pC(&~G>}b;V6sdYE;?B9LO-lmSu3m?W>*UlQ3Kx}w|C!p1BG zHgsQF4lB1G@ziY1f|v&$S4pRKi}##5;WTqzodfO=F&-tgmsHY? z*K2GAZECPBaA79T(`5L;M7_SOIuZgSb@nMP;)@02qTq0V8g_-(8RNOOM3Tea_*do) zNWGP=bX2NbJ<=qnf4%wI+=EfK*di9HJCef^)qzo+t+C3#oT;&1?6z;QfCt+_?ln`) z`�&=s6t@f>_h`G2x6U`uZ6t^BwM$fhD5+%Srm(YAXWGH?4ynbFCKSHQMTN~1ri&a$o#Z4?&7Rx2oE-X)%fi6uPfZ*{ z;TXSP%cPxMyIK$x{fq(Qn;i#sEPs|G5X5As)6G${w!sE9VVs3ju0G6i-=_$fE9=+? z$5(2N-DO|{u3fY+%?7q$t-5;pU(D7RfaF4Uw+F%cve&f=i9O4R?%r-aeIU*4vDA@_ z_@nJleKB#&a;m1$W=@r31RgG@^^qo-$}1z3s?mIvv=8KUAHdN_J`>@E`%e~68CH1bYazK2d@HwlH1cJ zW7nvFZ)YLC*kxziA>Q($OPQjYX5*Ph? zbqts7Xsr&55LaF??k{@3;(}MuKzqMKUOolMxEMzmRLj(7(nPzcb*XoC^UU(r6(AWohcp4NlqaX?fi>Y0r^_Tb!wn&9VXo$V|=v78} z+beSI*^R-2w5AH=H`}`0kF4ksT7!fI^VGFS-v^%d4s2! zoau+TQ(s-h7;fe8SN;2}#PK|;C1a@-Vcu3=z2Cm) zMeKg6l5(`a##=QszA8EyE~gq@CJjrSF_8GvtFFLzVn+-KRE4O@?{KNKbUuB2O?pN< zf}+#wBDcD-ByZj-C7Nf8l#|T{M;FpAm3-M9q7Jt7f!NSKnzqB)xDN^0j6)q#r}7nT zFV4?_GT39J?90=io{~z*RzBTQaC*MBeD3xQDIC8{KRXB7jK??%pY>_47ph`v^MJv3 z+m-F?N&=@%KWnIMCH<0y`C3i!0WFe@Gcc>q1f-}_@c}qeL znD7=?CZ$;S&RZHqcROUT`qz4YbB+V>O@0Et$r(3XX5snuN97NffzvVb47OtE|N08~ zy1P>d^S7Xg9Ct<_p{>f$u#q^Yl4IURoSpsD_zMYc{cqHI!eXo3siIPo8oDR}z2fPi zt}7;W-Nzse{!ANDFZnn-@L@O)jxRw3jCuh_i=#wN3mfALyoV^1cK@q9S3ry>M| zsAh^9?@&ktf$0EL_e6BGkxygheV?nNBc+sVY!?7)f4w}VvxU@#0UIwF7%i+@H_;9O zi$!xL(=dVAO!G2sU?@fnGqp@Y@-gA`#!^fcim59GsI}zRe}bI5i@3tlJ$#Y`O6W8- zj;^*U3QMdQL|T5##ZccK0tdZdtI-#XYyeO2RcH83TvR$0x6Z}lzp3AKxZ8$#U$Cle zWp<>0YmzEUqv~|QNeC}s1S*Y`Ns z_$}(SPmPOlGkFD5zQJ=yH5lu0jS#Ci#4A9vN2s**TOAtPta4yCw6n+dZyp4D0WU86 zg%mMiT1glzx9NXCiBP>99R49j{od7-yPWHx_NE zsXhaFIq|vsI++RmkK<(S){(X&fEy@`!@Jy?_Z<(S^|x2Im#Ac(&HLe|L6FaU6bD(H zh8XGuNIFBB>J!1edREVhU~f-}>5}KUwSnHLrqMe zi@Mat7rw|6{*w1+>1MN<@Ofy((sT7!Um7JX2D93Npd`iO;owg<&WKM*s{fN=k**wn zsSB&fs@+V}*BVs@@XBApmGJ2Z)Fsma+YV829N+Ae?$Hp|ju)%U;F=3p(1lC_n9qdR zKDL*Y%A-W+Im>B8C9kYc-n(v9tnup5-Psck%7NRGGl2*E=CtRHH$?5&%E{5L^f0li zX+pagUI1OXyE6&q@In_rX-N{PJ*wrwXLZmjpNK0`HVHNv;(=hgMY~jPd*3?u9`oe@ zZ12`@8)W!spN>W8fsmI!m#kagzlw%W&lIr{!*2+(&}(bYoq(bHIp6l#H;)CA+~ixK z;i;;i|2oU53C0QwYy8TlufgCJ@23QeFIJURhg#i!>hhMR=V3s<|$r>piA=6*&` z?13y=Vz<}-mWcZEZsRtn){xzz2K^AY$npCLb(U!ogCLhv-LgZM@g1DPRT5q`4LVAf z2JUNXo1H!Co!@}>;ZS6kfpFY6`~U&_FvQiuim(~p+wb3gLxRDai2BvPu~YQpxE=$u zO4`2C<}>Y@Q841Q`h`k5VR_kt%UC;Z#T!|7JWHp zY858(eu(~`;dU|aThSTJdYHN+wj()5-B)d|a^=C#a@$_E6(VE4j`p>fw*A<&p_nc! z0ol=&&9c;l#;^GD>Knh~krZ{TkK2=hb)izvh}3@YHM`t#HOC4+YuzkoZBP9by zHztdww`UAV4gqqO@^6FpGdo*#A)?($Yq;enIH1|crU5HPGSzC{(Hc{lz@ZQTO(FiZ z?|@+Yyjw;+O(Cx{1e90-}%&RvICLqv;CzE@xhQ+Pk3cukisyD)B zy~%>2TH}yUHS5$@sQ5WiHCQ&47mTAC-*UMk!fiDQx0N|>QRZUGo~hXtfYW2fpusk2 z%0(Nln%yJBJaZP5={{iz)hYXLJZ6VV+2n}TdK64I2MHa)u(Tx9dTawyM7t`MQro{> zmdJKOM<;T>;#*{>C0CVyw6nyDr~oU>@Ku=GJu|U0HMw6dNJ_g#=Hw6xi3YGFc00sj$zB)r*YupuF_FFs~Z(aRojuT$yfl)j5{SG zZGvQ;x23b8pU8w4kWyLkf`u=krUKO;%z?b`*9XdDg_dO3NYBN;yEVr@+IAz|UorY29q4t_4P ziF!hxdguTqJ7L#1U9d{;nr$MK5AZa^K+$x->DbeE#*$I|2M(0?@8spO=-Lptqul9D z9Sx*f+PIzvq$@P$L(t8QX^MyRzz5c==aOF$-r1kVsW_G6JNVc~z(kPH7p>uU-bBEz zj59o#62-4cT zizBpw?47I9qcoTO>djY4pT{QeA7!ZxZ%$lVAc?iqvKN@^@FL->6cJ0+c^CZEs1M<* z@h&KZ`*IEgj>3-8gyCw#KwP$Swe;TVEb)1sXt7Y}_H^7vk4;cwr+EhqFs-ez!+;M$ zHG5!_Wo1sh`MFHujXd}mlb6U&zFs*A6_4~GLeP6gmhV@xai69(rutheiMRh2ZU{ye zt_)4R72~b!toMnb2tqHr*my5~Ill65Z>7VX5xR)Rqs7yzVIVhRC%&uY&x|}H74$7l z2mMco6}q)?TU>*6KK+cvP&D2Q%X1+sEU*NUu3b@3FQwXL@gi5t|1-F{yv8+ zAkPh+(y4s+&a>`l6QxtflruN1K&-;$PE+&+1vSW@kLUKF^>6Sb$m4_hWk;x}t+(r4 zd(*Jt?V$nG-FO1nrjOm6j{D_OEaIR_Sd4cT-9$x!1&78~BhUm|@XOGs0K}&U%Ao>A z!0i-N0gleohn8==2__PQyaqR4u7T_`7h+1~YQ4R;{}xo|sz9KW*#(gW}e zv}fckJV$`o&osxwag`jLuYLyWdkngr=K$Wx0(N&?Mm`)P>G$Y@LmBi40SAG*fln1N z$G_}rt@}sxZq1q7|D1F*vXuJODjW`IBk^9nh@vZq$izuABeLUN4{%HW_UjY(_@!Fa zqXVkD#VVvn7yJ{Dkg{ZA>?4Jyl*zuiyj>sq>!u5s zry0(l4|Sf7_PrHS0EdyGg}&_P-!0D;0ybC!)q1vFAtEt28nc6>@OZl(;T&t0WDBPS zzLJGu^%^=VuxQ2f!tfcO7+AGJnEeSG=(CwlC)+^>(yYT^J%shU2J{MyV*UBih||+1 z1^e?~Qza&HfLjIV76o&1xl zs$wvXLdcP9u6b%Nb1m%rXQP+ekvtpkByDrfEO^8$HvNFLO=KP!zf-$|Q#lyRsW>8I zRW{0Cx>KsKu;cL5WG47;s4wB-<2^ca%5DnQ=`wSXY$}g?cJj0I}qrlTaHyJZwq_@ zWK5fEd*mO{sv+SA5RrrHr7EY5^8|GY!Fxx`6l&l8+LOgs4B&oF2@*O4D%F*3eAy~x zXW1JZ34Trj9;S^mQ!QoP))AO~60Ph7Nb` zAT$B!ZidY#qB#Gy3h^Yb66 zQu{ap_{TJdgM&4Y6c#mimzoMEc}%9Z7LK%l&b8q{u7OSO!$fDg=>4avpsjtg*0Bf(bl=m z&>~1^f8>7h`+CK-4-zw$gaFLLc;^?#Kt!0|Y$pkScm4s5fdO@J?9Gi7lbj*Jtb4&e z9A+7)Mr21k_}f?I4iHSs?_WKa_oK%KqCHx|cZ*FZu5aT+!|R1YM(_diPoKkwt7Gp! z!M`)Wx1m877OT+=wa?q>{N1AY#~UULyo~F(5~@;HA0OZMmI60g~PbQmhuGW(+{z89Z@@;m*tM;ZdZSLQ9byUo2wR41Pl*Er3* z^VPBPzHD+U2uGgJ-uqvJ;%DErE7t5O!)4dxDMxepo(o5g8%Vut_y;LY+zuTP9pnV! zDfUFQ0_};;t#o{swYaq&H*7Q`KSthO79f@(dmuj1DD(7S; zCU2nxRg#y}nXD2R!#5{LC>Tq+l4ZV-d5U`U#JR%l|E1109}1Tcl-EY)oyZm8QDiRv zLK#G?!}6#$k1pGIOytDEG~_XRj@czs6KHGevR{l3oEDuN0u5%lmyXu>uvEqIr?SgJ zsj=;UE=$xV4>Gc8uDg$8~Y2_T6l6`{`-{N=_f++rpbi2K<+_f?wy`# z=&294_oGC(J?CyVlN+NPC%hd_;H%CgAEQft2u^izBA_o7xgzsIlB!`K@2OjkNEo1-JfS^i{P}i?<+Jy*VWC)i z&#Mr~@nwkUgx@9EY9|+(mL)Fwp86j0w)$#5)lzotV!+UJSPNwF@UM$p!h>VeH@*Qh zG3~?c`#66Wgu=~ccOKLb-n%Xf&h&TsgW=nG%_b@&xtsZNXZA}kpv`pfs?Riz6eUrt zU52SLt7hM;4v((?HvK=pfG$Yj+Z!)~1Ks6z>?ge*Fi-m*RI=|;QEt|Y|MZWOPz15d zwiHloXv4`%KlS@?+)Hb6DU-|%~E>Cv#TWc?aLb=|ba*pZKQV0mVV*R9cBSZs~ zw|XcULLh`Ml?m7S>_)+5y<)v!`NTam5tRJ(u%vrb)EhV)VOsw!c`oK_yvs5pYm7{4 zf#dvC_^HVx$xVh=HEj(&YoieDdx1?nhMJ4d?Qb>_l6yv_TsC_E8LA?vk>j`9y+pMU z0%w^wRi2k7X-E%M94%1|mTEFJk;&N;-nNhnMmUqvyGAc#T%r@kO92o8njTG^Rt{{| zx3VeDlR-lI6^oKmHWqriG4EPKX%cZsa^@K>|sjq4}DQ$8Q+FWc*9*wq$Fg#`NN zaZ~ET-w{A=Ng-@y`$X!u z*EfStK#VEBbj!-t`S;_^|G=|I>94xE-yQbo`#qZjdB(IRYWsyOaM5mp2) zaed~`pkJHv#Ij?$lz{_jOpFD!`sXJLXP#xa74E=YkyEimo91D~G4~|>)_Eb$Up%+E z>M=@j5R)Gd#vb@tH)y}J(AwASgc+5SZiRw@KILedZbPRy0NSkJg^~6lYJ&)=ZilBT zzO^#q;6iSP38~A&&LE7hcZ0&Ze5x|A1FpA_z0dy-(kOr~tyPUqs6k%ZJlUV`c5nVt z0xvy3FKq$b#IaOQb7z{dI6kg#agNpi!?zd*F!wK_5s`o|^#{FyOO$-w?j5D=8K^pYJ29^6(+T(3|fdHk}`Hsc+)BjWq-(RAt;i>&oSZ zBzLSYZT3Pn*MJa1IIxWPf!_^@kYn{1I0m;p^@Z(}+8Qid9~5Eg zxn72dg5(pe2^D&W#xSXav|iyuT79u5>-Z{n+{9L~+Ek>I)m^&Y>ZMlos#gI&R99Id zg)gcdwe0aky#;GbXtn^aS{`CI;%I1G$DPl(+UW!Hv7xI81>N2d4qKYFuw_g1+$dc` zSF*>_P)es<|JAKSDd6>CU|;)$3J$hE-Mt=TU;_hwR*#|6%%5d%nwOU&Gc>e-^Oo2 zD?hz^?1P!E)3v8l-qJ%lv<6%4|L_Rl7iby`9Yer_+n_1Icq!DOx7I$Jp@lu7nZWWA zK)pGTjRoH1&gdU-K{14@*RPbW%N;n@AgED|HprA!yMKe zq9$|P%Au1}Yz(7f<%kAcdUDxaNd_ErcyT&`C#Es`Q85)o_$UeRLgIVk4J1mmB&sP3Zx4JHR zeA`G+)Rn7`2VUT0AuiVFee^WtejPUi$$*Q#)V=XxR`vv@D;zyk<_ljPAIC6Slyd^$O`R}Y+EH~ z8O`!~kW<&P`}K7&?%8_9%ge(`9wuk>s$8owQYi-lOVL~}x7qC}=g2Uv3NjZoA4Mm1z z1U@3qIFZZX1F67n@%P?Yr)^R`1OWK&0X#ESRh+bw<|_7JjT`{-t1mffdxl15%{n3< zNr03+c;Lqby=kKP8?ncnXzDc|07GXJ-A9&0j2Ub7hda}=x57)Oo`*)tj|DtJ zT8cH}!H|dQ<~?u2iP>4}^rHn|HTjISCS9F^hqI{}Qi*Ulm^unmrCKX-hBK zf232_9~y<_^i)(F_YTu3g*P{2#DuWcDx0&NI`n@y($d z<8O5>kp{6IS&Y|Iao}!~8RFZI*M%edvbbRtab0TgE>R52?`_b3KpIu-7;_CGI7#Q9xYSy5FwuZslba9y9no_4JZsO@>p!Ya z{L>d*NHqS^b4lYTqhfNjB=hg(F;!C+QSFMX!uNcb>8G`_TWh~Q-7qW%i;V_#FC$x+ z8M+6jUU+9%dA9ij#-T$_(QLg`BF`f;rovv3gm+EXYn~-f*QZx8Vx;i&z801|7;0m~b zKRB^9dZGWa!TW4w)HGSLeAY?veJ~;t4L)^(PF!7^U#l=A17?~^HM!~_NwAiX^o3 zizCT#TS^N3?LNcinCeOrChubcS|s0n)MtlL;HY&d~$Jw`G|TG7duQE14wpxo4Fi9 zBBLe^&@3p^irmoGdb3#Z_t84MLLVrEf_<~ z@%n_jn~u0uEpJd=FPr3Bj=Vi;6VzWHKB6~g<^3NpSG*6M2$jx_Iz!%-uO#rbl+CC2RSV@}0g0k`Wo;i0Hle z@=nIVKC)!utTDNX3LhxQJRy5fVu2&Vim{jF?s@CB?BwQAYpI|pTa8_&DW5npT0u5UcD4&-$CsH)Oe&ZAf{ttD_=t^rrqdmki zcf&21D_a}o%4Ra82H%PQpD!2JWW)uv45#vBRuG7!iuhbiQGSBMlN4TAYg`Niso zLNY{j@|iv|h~11GFvEgGo(k^8mD0K}rX>0AfoCp0tB9#z7o?t()fPHpO;Bp1q1wf+ zs3x18x7K;73ig1ZrG95{@|aDR-R-oU$G44GV9ZAK2hwPtEB(>^_?W~h2iZ!+rU?a! z_SwYaZzPbZR>vo3`)?QN8r>0Z47HMTBbm;<(bnmh>Sy0OOQ%nA7$Plu#of?V#xefT zGlv$+Q_AOXMKg9_X}?v4}bo1 zMQhp+L57<879HB&S$RqryeS+bOTSDOVnH3Qoi8zIDQQ0Gssoyq2J6kAt7GVAF7|sK zXAXLk!IxfcP-Q~2;OPUiS90X0Olw#^i8*0$_Sy#!G>VN%y~x$-Y6D-c_))r%+}6IQ zQsqtxk%XE1W{sDK9pI7NWmCHCELKAw_%mJB;R-PH9BnLK4B~r3TE*(i&Uog`7E)8s zcnys~gSoQ6u)CIbj`|b*_EHUd9G`5d-!4D!j!E5*!nByaVXcR zyJM%@5K?fC(#-!cPn7fRpg+ODIea-I;V-~Ca*br1u=_UnFnJ^0NhX;a&h`k=Lrvf^?H zPkUt4MtSop<*ybyaw*&DBUKLTz}Ng+e2 zRHqeVKd@FwlxPU)Ky7fT;r8PVuUJ=#Hb*mc3hf7HFtp)cvcTl@19>4Q#o;B<@6`VK zc7AwFNHd3FDSul61U(5AJR+eKbv|eK)uHqkln=++Q=xW-zw6t3!56WcXS&g78*GuXs?q?>Y#z#tTo(MTwe|vj8UQx@w9O4+NvvxmnnK`)Ht;fu?o(fqe zN-+E4vl!XCZz_C2O-X51N+4i~OFA~8Hmik~{2^R~wiQ@S>DREOuyL}*Qf|B1!)S52 zC`XaL$jx$yB^30V@668@Cd18;`rw<)_A6+PICi7!rC5UrHFfdDeqKuL*K{)28J?mHD5pg)TJ~8CV7q1H9i^&Vf*q;6KB1dXZAUBnv~qOD3hOd=r>|2N}H1fsstoQsrWiL8?)>a+X;Y?&nc`HduB-ZJ$bAUk_12a z9j*`5srD>{^q6Q6*yfw{u$59)f?>pBYDja2?j0e7w=AHFYieqqa`M?dfCUThF#4T? z;0~)@yrl{ri((|epQ^{T}3be&m{X2&TRJO!{z2w+dhL~D% zyS(BiY$D%K2L&ko9sC;&;l?==ML&pcW+U4Q(BJFojR!rR0D`wB4x8P==Ry*D zLx>Q}^ayb6i9V~kLx}$-;FO=r#&`eCY@SErAAUD*L_)ixjmmR+GBE;ln5?Fr==p_R zM?3k@n%(HBfT2fPQN4Pqz)m-O8<=vUdhAs|P+uGif~T5@7{g7xfrg*Y@9yC-;#w!1DSU?GM)MZ2i}%7YJ}mrun-nh$2I^$M;b=VRK+2`%*ENHWh)sWX}`ct zsz(N!1SVB;u9DGU;6BSqkye&%Ep%h-dTEE|>FG=fK?y*3$}|vx`Grh8e0VFHo?&9v zXm^09w=eT+Ypap&FtU>f-kF7%e}D5-;quLLdV9!jPt2Q40ulumA7_+hm;`?CEjr^E z3zEoya<32t4Xg~6>SEJyF&@k8P;Wf1ObC43L6}LqRgcF;fTu>(IhPDGX`<~5nDFVb zetJ~U%|%wvU3ZvK;-JuP!F0cyhXZ=BpHEN9F~X5RDmV}2p4v0(j% z>mi#NrLI4w;~F-m9i(w}lXQcfJjKrhNhIR#oxCyNCFM z>-qzjy}}|SGXoPXOcOcmj(gN9q6DrP+hyn{~48ixH-i4WnIF7FIw{ zNt=V>cW8FMVj0Y@)M(H*Lj6#9{9wex1G?>H3U|@@{|YN;W*CFAraQ>DyzFvpEhK%I85_`hwygie}E6LMM zV-zrz^Nvo3XgKLt(9M?Grgb&5Cvb4NgT?2AmaeTL1|d;JZN$|A>>Tazk!Ke zENY1B4|8Huf@O%4h(uPrtwH48L~tpX+c8^mg&)kJt6G z5R}WwF>mDif}us%naztL3xe{st--&}U9?CKW9PlspTSg>kAh*<-h{)VB~o&v-OEb?TX;w;tZ9_PY4G)GyhnH9y(o()%h!J?JIjKxRZ~t zKdZi48Bu)1l7a$15B)QC4HwC9!uq4_>@kBd4=S=W>7)bGUa!4l-rl{9bhwt91%B`3 zTd8}EsrmmP5-z-@I0qpfrl==SQd6(~iS~x40*t{#gZ^Rk&oib2nH^}K3S4ikQ_GFyV;uuSmKSs{S?QXjH+tDJUvFnF>sU|)x3xG?$` z*M@%dPCemyn4r;Nw=g}*XYsqPai7qJWBH3+uYK>~6fN~!Y~w{c+4!bq=g!Pm9-1nJ zHn&EXnzbU307q;OQTy-dDKhE)w0xWO=&bd0#(g+SarWa)`W>&(I2(YfXL~PRWy?GN zVgqqJac551@E^su+FW#~osqm8>J7jC%@5F#D0`ynuNO_6CAZ#9+CGgUk@sdwu9WBV zl8miPe(zKs?!^}3{*b|b+P zMM>(`mG6bWUGl$~fI5Z$SA(U8{G&4pu26X)qgeI>R?9S6dPqF&ta4bx#-dYtW5fT> zV*IHjVe9F5EH&S$^Pc*lC&Nlb+@6v^0dva{oxl|3 z%LpS2eg=cCP`lT_cKC48kc{N;VTzLHfu)+|)HhlKhdvLvb9L`;Z%8i%dB+#p%yPNL zO{vJ+FvH`wd(BFs_GPh2LgCQF9Gt?7EKsQitQAoB1~22hKK}|Q5A8)fQL7GD`ML75 z`H8-CCXG>)e9BRe9%w3peG-65@G^|2?>^BJvzs6&eJ~= z@Sv-O=#mJ2RkXJ}97TZHj;>5UUvGsU(xtF?jsQs_F)NYid`C#>wGXBL?sR8@saIt2 z^{H_D;sj0j3Jm;`8FqJl3MSl0*(TVcQ-q}c<*~6uCp)SG3xZt7Xf9|!I>g2e;W0In z#9KsR%u3XJqf9ga9IQex!nC|Fjc-!<4=7yyOcM(-bc&owDA`*@nw?JtWJTMiI~Ey# z2P@w{0WqmuMSt;8v7X7u8Cv)oGLi}y^+DrnL+xiwk~Fo>CN-~%U-FYn4J2tskz>nt`RpHhItgR;u}gi2yv%-X@w6QyIwE#xy`J0m_mh$9h}# zTYaz&9yD}k6#Sk))mf!GdV6sMG$D9(PA5v0JxFCjm03q1z$DW)T4K-WdT~-qr!3i6 z2^??J<3v^bo>&B0AyTF>?BdnbIxj#hHaK_0&e^}KLFuLv{4rosC~%SZ@-;O?h^720 z?xvEK$-VHM_p2Rc2eq@3niLhlMZ&c1^osC_^OnZP3v(mzW~N2?^fn14#u6{_2G`8H(*6>J=iJ*DF42ulPlt{(>r>BHGZn z^55+MYtiw2v=Eg!QhQm&x8|O2ecLW4ZRl{Nwo)tizdx%RO2JM~T0Cth=1q?BA<}of ztWkX#duykMV*^@?|)&~u&-ikcIf3rQsj#A2oU>UyZ_;s{E z?lOX#xFWc(KVxjb*{;Xt2a81b{oue);?CfDyW6bio!aN@Kee`Nx0IpnsO9SOAtg|%1>h$Vuoml0yU{Q`)mSqZHKs!vE-==7@V zub4V+QyC%sAX?hRR!#_vt~0C^U2*`*5QNlF;-PTO9U-34TD`%x+5rEPs=Sv3g-vP; zoZxlWo6ioem&*x-E+3||_**U&n!Xs%t=*q#yB6#(a1=>Bfk*RPZj32KDr#L%bN@D! zgvY6uob@_!&mgTJ5^Q^w958;aaka5}qBQNtsP)w$-qeo(pn0MQ&7XBD=|n+g=c!`Y?!t~_rAZtFa)FyzgMYCYkiv$Ao0Zu~p6S_vqYg#Y>>5k#YS_5YL@W5 zfM!9~=iK)F?o!b5>FUpqPP9ne6hhYPLkLxlBE6k(K)gHOHr>#`%Ux5pG%a;jVacv7 zQurANHf4WJ>e6UZtmD8h47FvJLwouw<`6&OXZ8hi0!gHU{r*u2d-Kq#x@e@!;g zlF&*@9lNeoXYg7~cg}%~27@VI6(1#q$8bckfwmEH4dT*XPP)6Fwn~;WQZ#Ui<#ar+TFtNcdU5v=csQWh`{u)@)gv%+xn(`uUQ8gQRcPm<;=W zF7`#)QqzA~YCstq0THm9e`jS2+#ls_w7U6dz41aeLePUsfl$(7n-~XTkx_(+xP&Wq zIbiu~-n#BJXF(#}CNFOY*p2!Q&PXM{t#x^2VD73IC=d*5FC|OM+S(*=S!ma&g3EO2 zp?Ko1(U$5x30u2{FlKbrHjVU>Jf=K8u>!Hx8)>Bh_X}u z9Smf}$M-oCJDO%kQ-L^(_tFV?{oqXoeoT}g4!g>24`CyK9*q?Iv zEfxTYPkMH}IA_+X&8g?m_lRxqiAFk@m1#mDp%$9CUrJQBi{pF9*80J`-C5vHc3sGi zIUrxU1$rI+jPZW9gB8k0p=bRui4!z5-neciS2q%#pQXj|ZiFo(;g>*y)ZXy%n;uy< z5lDEMY@Zu~Nr%GqSL>ZsuF&>{BH=2Cgh3y)ViE3-KWwHKe|ok*@r#Kl58(((Gn={ORlMa5r72m%RC`Q}_sNkvBmCYf2IwVN5y*Nrz^?3e zJYOH^m;cF9+B69m;!mr1P#9}{kmlyzQq6GwjA!lt(g&_hIQ{_Eu~O7*qE}t^-mNt( z7#0!r^@@B4B29z{M>~PV1%Krm{7fXi*u7kVwiyL`!0vj{xsVPM zQ2xH~Lk#v^(*Q)F4&aONTpS+u7(l6H)u#uBK7Ch?<*l_@`X6c$tBqmAofnxj77$oq z74b|<;WBljOu9`vG=>U_q)5DVf}>u++lZI40NolE|D9qZ)-LfM0G0L7!5$UzJHQOR zU`&PX0yNs%{sVjjsL}*y6!5Zc-p=@`PKNO+L$gz-1LUy8h)VxD?t?EZd+U89strj-n&vc@a$HfUqCR}mK6wjzLseIj& zYDy+Y!NJAJwAyBG?BE&>kIl5|6t+xN!h8oW1j3teNaQaLyuy;$`3MyjJoxT@Cr4Qa zZ)QV*Rxeu3z1|u$dkuIP>@AJ%6aIl}lU;+MDo@ED%_zee|VMFO6&Qw<(kpif}L6iT*O`fm9DueJChT? zc~=qqjv)PZ#TBAr%dRE=A}&59qMtrYa2dYiD&UBuXw13Z!YhNnC`942l+czO3`XS9 zaX+?EH4jYg8hyM8*;heqZ|tT1lf)0qp!C33IpXs#BY+H}RJmf^r|yuEVuNW&SWr3d zKA7hIrg+aQixr&;j&nNQ>vu9Y`YM4oEE&AqFGYtSeNdq}%ak*8Z z?HgO4-rthW%E5jLv-I5$GJXX8rTY^zeQ@B;7IXiks{}2Yy}mDVFHm93z|Gq2_Dpw2 zAQ@b(J!?4pU1UEB9jbYDjWKV)m7D@vk_)g8d@!b)|7r!;Z1OM{Eem|Ayo{9 z;Or{eu1*K%y*eYeM%{I`z@FIWqd8F-;7B(51N}HstjY9~TEcKJYc(}xX2NN(t(~@ffA07JvPO=)cxD5?_$=cu?TsSCn+P$3%4b z4E9RoOG7x5(N?~YVaug1a*6&>l8?+0mlvX~y1L(9QW)>b#HGPFKi$Pn=i2zQO&|In z4am21LpN0nzGX}l%z4*RR$ffQA8RMA$lmF(!u_o&x^}UoZq6U73k!3i%$`xRFbKYU z_puAJ?U!n5VeqF|Ztl=?kN9{H&T_ze`xqw<~=L zXqN~B#lthAnNV~5CCL(^&uK$gVQh}m%JFQ)^s+#=Q$Z7MXtEx0ui8YpV0$b>%TVT& zL{tEqn*S8ClJ`tmUA@n7*f|HCZUZEY3_Zwfx`X*mD!W&)d+KoSwZOO!-Y~L&1?#WS zt@KP~iA=FU0?~8IE2a9ZD&nH6O_A+zJ0Eb3?r1rvW}rvc&5z0TRGNHbqN@R2Y18hP z!!LI0+uBw>?hBW#kav5LXGmct+KscIH?I<=!Z;Gwnh~N3l>8zx7vbW&nx8X#?)(XE zrw%QEX|S78%Kx$pbf&nBo$?S-Pjnh1HaAL^SR-zNUce$IVAm|W?T*?WZG*)4ueBzw2o8)Evepe4nJm1A5?3KTB#`tb&z9 z1N`DMPR1M!t^0kv>gXTiIoN-I@|`!n7UpwSAT~-2Kk^<-0Y0cAbT?rEr{g7HdUV z?fF&g3%z-JEr;Wy<;z5fm$_3EVRa;b7$%f8o9F_TNhT)W75+B~{7DM`0U?ByC~LN35uqmm1qXPDN{B^Ptv&p*jX|}Oo4^E8I;DRv zn})=3;8kQCVQb3?y$*yl$xmkQG%%>tpQOjrnMUymNGgcJtkB6H~bh0lN39>2c>Te|wkQE+~5p99h6m@x<-k zCt>i)%n}8XkPdH!LTVL<;=STvMA(h_4a(*KZIf(utut3XULkV9dfA5LGUvty9TLDH z>Q-3m5s_120&q%L!49R+8JZu)W$EB!UV-tRVeFS5x`Fk9{qBe4s0;CU`B<*2Ssq7t z%w`H|6)1uud`p*Ikdj?$5B{5wYb{j3ox#b=0x1b^zP8TW_Y5>BMz0q)ZQ7IJ2MTJS zkREN)K`=qq!;P=eQBJ}=4@Du6@AB(LtlX#kWG64cRg$>wAR-Uq@C3CGKsqDu{&UbN zB*)QyjA7y*?w*!14Gz~lf)6i#tv&JsFuo0nWE+wxFI8euWq^ScHEWcu0jlQ}us;V- z&;erPiPQ9))_g>CQBXPB$6TZp#{!}+Zy7C zowJ#Kso277)waFSy*c(iwsH22HyC2p#hK+2YYW zI)h(!DNs^pga5Xlc6iy>Q7$CD!({G2J>*47&(iPGhaDIty&j!cxgV8lG}{bT!Oqp) za9-06H{Lm0y1du?bKdI*dqyM)R|=CIt*1#H9US3*=tY_mHLD%vrw+6Z_wZN2BY~-# z6KNOwwM(?+DKd_S)FDc7cX#wy;^E3AZl~hLclfH&5oH!OA@peP$Ak|SicM(tn4|Ey z{VO2_^*uWIIajWzicexlGI(Gj@8CSCzimUU}f!brl(f7sHFQh~ z9+P(dO!vT*)AoD^3s@QizpPe(Sgm_tCLR9db1CDp$?z2(yEsfvKbMj=H2jDEIaf*q zkt?KZn-AR4XbSJTQHMIFU@dD`>u{JQc|NFTbf=~rlR0!BBiR8X%XfgBDyG~S#ik7K zilzZ-!Ys{~Z9TV3h+LJ`S=)2+EXEKYgW^c^)^a>99A)vV%Rip&ay{a*$~JPcY_LY0 z^3G2^C-Gbjs%;erTprWZ5(^p-J#(Bsd2iRF1j{R6#&{q#Cx_WA6a;Qm_9dNNVm8!u zTPqyRC7QVKluDW2&P`2Wyh3MZEU_I4|I!CC0R*ZflU4iO2MzjU@6L&V7QSz`_b4nh z#6hYJdqylFMF@1~9QfqHM_(z}*P84H5659X=Y?q9yOWmjY|C5ruZ*@0Z;_YC1`l9} z_R++h;n|S~GKni1ZF<}i%a2b(C4$v|lnam#n^m?_0VXP~Gp{YGy+RqOgZXB)5fhjV z-uDs1>LMi_>I(Lfjeyav`=aA4r11IUGHTpDc5IHr^cje`lY`0XqI3DhhCC#Ns~%58 z9xiyN3kv;OrEL~yy5&xxQS&y56saQlDT%Az{lsI60s&4W1|AvQ0poXPksKgG6QTPr^6vU!gH)&`hwel1kM`m>*A1PggY zln=jgd(g!ntG;h=R@r=6RqO@*dK4v>uQBByX3X(f3iMB#Yf2| zCSghd_b5@&T3M8E(mcc{Pp&Qq30VrjW(C>2-ziFX^Hw0+-JxHI^>n-5(aw=DAilmo zrEpegvKHfpYmXRVj*=}K#o67h$rEh4aJZ?yQ^;CDWk^>z!tH^5MF~FH3{hRvVV8_~`j)j|Zw zc{wq^dIvy~6kD}4z(D&oaO4=?|IPV>t3)zy>Qg|OMcY{nd2!@HqH#g`Z0i}BBR?J` zJ^!5wRL?{edqCKfor=@9y}A;L5*z|OR`|_9JL7<&7WYo&Z_t?Zzp3lbtfvnU^wl%_ zoG_bPUPYT;|3>11`0MYxi$GnSI+g21159V zvD>be=mhZTDg9uiLMwxWQ#a8F`zqGlv$QtrW4>JsKY~-|l*ay)@|zh2i7fIl+;=h2 zf9t?_8E7@whvWG%>YtP@D@44z8kQoT=!hBJ0R5qzP<}k!5eg`%#Me<>{;lz=52iXt z1P7a5`g&A$y$SuqAvPPJ(&<~`l0=0BhtsVGzA^H44e0;Eul$~i;y_mH_ul8T2RW$i zs~)jIsTRZ$DUWs8DmUQfH}E%&LgPeU()J3^tExl<4xZ+c=0t9P!fi)>PpYOu0NJ=-_m}7P969clHB3+rm!a~ z1bmQ10jU74eUm|2pSPDlsbq-Fe#!Uml)Ov$n;p@NW`i5n-F?v;iWQ@MJSg=_)^A{O zfE^GTrSJ+=`u3Ou>|sG8{*`8X^DNW+bW1c}DZ74%rc@7FKKz|RseJmDqs~j_syDqq zLn4di_a?4Htr~KB#GVSa7vFdc=WKWCM&3^?C{C~pMH=;ox5LT=r&ug{{2&6%wGzrP z$*|xUf0R3{^&s2Qo*c4Xy#Kg#`d!6_KA=T2t7n&{mmv_zB{+GYb9h@`*-tuMl9d@? zucQMOZYVwYOW!X|Fh-8#K$olud>AGb6{Jo`pfd76$;&uMPnx#_DpZt6d{`|^)I_iM z%g#&=4h0~pqBtTf4;d3iBqzRZN{O{EqC1fxRzw!JUIwiqo-Y#{W)wBdbZNy)ZIUG@ z=a0#hk-LI3>ac)d2$Y7pK*%7$J{P2C8z{ivHX3F&vBfuJ7j!l$E13JYl}k`#=ZrJL3*)w_*o>~;;h-` z-c^ne9)4e*d;XFUtKiL0iC4rPUi`ed@E3{rUK0)2ch}p~7;2957k18p&%UD!ph;i; zoo3Vi+k#_QziG%lG+D9)u$VcCMkFcKRKHo-s~S#^W(~Z{c+a0Qsi;;9K6E?`+$4wh zr>88BrDls37%IQUy{pnxa=?kGtOEmgLv@D88c@SCo=NVAs|OxFyGcxIP@puJte!<_ zr>oNuKTp5E$(^yS7k(P@MHUzhcMWypdD909T0C{hW5G*Wc)o{rB^=+4EAAOh)qufL zfzYZpxN#0Oy5B<FZFLza>V>Me0dFP9F*)z4|Ey|r&% zD`oGTtbYO47w1VID?K+n?y;zLbOfw`n-Q?AzVtln3taj9KT^(~ z=zTzN+h)QGaPj`=f<^U{n3m7CKG~|nP?vK*wboJ;jQCf;**+fP0*S`)%jdeakr1?>J|yJ4wgsI9{& zu7M2U#XIz1tq9>l{q5Uhhi;f%_9n`Zn6JxAD2ZchWx9`u3uLQ}7oQvqWfHhq?GJSi zR-@yUH$cL1?p=z{9T4rRbs+piFa*D3?A-KchCfhyxVJ+YD;0&C(||%$bY!o$R}L7nxa4yEKOh2~)uZL=h+gtcZatecdgZg%=CXa; zKxUJm+@w(h+LA1UYTIE+vp*fIJSm2AasvYe<JY#?#E3#&r*SGj)p>V#O?9xw`2n>7W z{?+$CX>e?xP+C@B=0w5lN2w3I1Q0ufKjwZd;%wTp_c6=o-Ezx4HuoosnD|3K{!5l# z#Lds_?$52R4DOOKa!$N!QJp!qI_sGBVL>kkElu2&B)uWcO8hcWh^erRSWdKnDE;jF zRr=^0Hcon$xcfq#O4`GLWv>KtP%~HfuE@{jwuKK)8NXmvYb>rhG(5gc6yaGrwy6A| zoS8IJcUOGB^$GWlVQ|K?Sx)!%-an29J9_K@5;4==FQTILEE7s*f=2`0uX;}q&pidwJl#c$W6*4hHEWcZ*9 z$(qUJ?qqbtI*16FPNR#GUH${YAGJz_Dbajsi=-ic$i`o-RO3WcO!2N3wg&WFIq*b9 ziMpZ%-)@OQhs$Aguif?mZ^zUkEyeA4koeQ6yzDXs0A`){eO)_22GNhGvJ(r{ywEZ* zOJMqE)M{XahT1-X^NKiXey(j#0A=;6X--^+_dzlF=Y!Bd(gWk$n%o;oYY@92X8fV< zUPpYZd+J9Sy>`}N?^SIl5xn~+zM9+!(b4LB z*I_l=rX!(|YL6}HEnuNi97vvON2e7Z&|?YmAEr&qR=fKhs0lVi6vY?*iqU#?BE8N# z!%)&*10toBJYpt2PxS8N=`6Bqku&L2myGj8PVH%zfv`XzSQoPnoiW}#PrBK5FZmp$ z&EdS5`-26~m8liY@^dfBRlJ{H=ZF;;YII47wr};zNi&d>=DjaV%&sZxbf(+*d`RVa zJd|FUp{Zm%E9<$r(PZ}df!hE~=-W2?lV=Z{AlMv4R!yJQXWX?kmo9Hzl>Jn#OK&MBB&WpTAp!H=e8$86R42b-V5;i&!yI z4otZb>tQb&KLmQqo{3n41=GsStLUk!3(B;e%Bf64RwdFh_Pk?du;tll?*G&dstA}2 zxaC(NlRIcs^uQ?8;yy{pTlUL@XzxkI265nGJw*OT<4=pAbEusbc0Gvb^_cSOng?tC zo<>RO;&O3D0JB8v9+)8-`cRQZwAbxd_^4W6Yi6lZ*3F%z+*q}tFFP?$Z-$l z!0Q#$FYqQQ-JkEx?3Nb~VQ?F*uqlDTvtNF4M8yGU*bzWmn<(OR$JD-$f{PpvW`iyFVoM zQo-|l=%lMVKlOC`*PY`loG@@KTIvsI!FU^kAH2I|~>iH|lhaODXOEqZ&3?(~dd z8pQiagxhoE+H`UHeMK}%2S49=Q2E=ErcF8be|jp_Z$H^qwvGl13Jg#cM3f_(RMQ+K}0{0QmCWtgQaR zv^hY?H0oC=^kIXzl}QLu1PS?{Q^O$h5vl;xVA`0sUEs_wnN<$ps z%XuL$S*we!>R8qhqVhqQ_3JvmX&zTUl;as%XLcBncN!(B{PE}cz3l{g?Q5z;gHI=h z&Hf1h+NXl$*9eZl=~sMkbmsZs;t)DkU-@nwir*-~`pI&Hf6P1dTd*}Ca)VzNpV&9B zaYV?8cNP6{N?9+U$#oXI-?nBUn%{V{eAe~T)HuhR)k|c!wLfSHR`P45C;!>4t*idQ z)EBQ0(Q8LlL6mK3DsrWB`STMG)uJ-N8xOJo}l+(Gzm4z1Y6%sbakV zyt2G5OM*${Cs@1JcLALm(5ZgSqzmyi@$p}GCi7lKS6GVzU}gDd0C zo2#vWTeD}fugdjxeS-sF(7HwZ_9+Y{LvPkzda?b+PRleXRhEzd#0X&6tZ9yjFJ)f4**-Uo~_^OGYVzQK}wL&ta`=m|M3{BY= zMFK@?@xMQn-PKNrI^Eu_ljnL42~lhepcQdErqa&?RoJlw2ngSbcEx+Cjvf(--dB5Y zj|zBjo}#*hicWd75PZae$1|wO_mR3sg^;!32d*}dOvtETl}-&-D(wnzo0sU+=3FUq z6j*-@y2n@?mK}f8q}aW-RwfTq9tWXF1s2Oo$Ph4U>fdjjwF-coEPafR+_#3TKY=%7 z8U{TW>>TBMi}j2A@?Kep!pZ5%=TEP4wIr_vM)#bo-u`On6lgUao^xpE-JihXk9i~y zy;1Gv!6o!rDH2sS1AXON_m^ zUuO8}feo(-_l6{omK>i^TyR@QZN_LoPX)l5pR0KMOrNaSJ1wZ5b&&(;hXQSs{w7zw z$CBDU^;m)K7sAa~^k9@=B)>b!I1>Ne*!d$F@MH*Ni;H}{aRO{UfF-DlM@|h&H$=5U z2S126uRb}+a}FJT|4*&hbc#NZmK^KZ28s;=-sx8ML}FRd1D~x%I(taH9-7{|&$XT< z$`iohQxXFsf3WV?n(TI@Zt)#%sGZF_gR8mk(qltxHK+G*A#ECv1eFEAdmv$ut5xN^ z%pAL3A)$kXipw3lWLMu6#tj7010r^1?j@w&Rq$4IdB(UGz3nXR%~jFL;vQ40xkWtQ zpr|)NQwYnfA*|Ibr=8y5 zp4cT&iA~ zX!lc+p>)T_V15MHhaC~FNqZb0CKXxm7I*6|#vk*bXEb-uo`a?yF<WUU`DjjQZ1z;lxc1^Ggo>l zX4c1thhF?2Ht<`P{=@IOoJd-C-=Pnl38VLQICIA+3G=p@SaL2%^Zo#u&Tx42-gjo3 z2@ae;n;=79J~Q25_uqW=BT$^2Ur%uO2fYEKs!EQr_n&Wr@H??qb61Te@N%0QWdg?N zX-t9tr;u0ba6PEJT&^R6B@#W6s`^5%ivuFFm5{I%8#f2$H;5hJ14aNb7U4E1qQme_ zi^(4gv}1g~DHnJVg+KLwmMOrMwu}qmP5PD^(ED2C*yXZ2XuffM5N3G?jYrCJ za)VlFVhJw};wE09d7fz-g%2VjqD%^#wvN}^X{1d9NHZ1`?ya2Gp{8Pqj_w=SN8Rm4 z^GJ0E21PG0OTId9R^h^9(nqRJG$2)!5vqmo!2RBQRb)22#9XnhLI?fgr zhh@^IvQ)Dbs8dMrp%7Xvu#1?>i+suV54u7oM>_LeeALJ!+xd5`Jj>!#g77xkO~TE4 zZQj&0<&^;de-&ns8>0VSnG^v83)n=glN+sY^{>oe37^#fe)@^B!zpD**KYsgkVvt| zkO;Avvw2E8I9}=hxE^a`NqIXNr#nD9eXZ=C@A#0ETSJ*t`n?E#r0Fn00k{) zy3{Ddxf8sd^mgLeb3i;e2IOxeS7a{Q9Sz!>M48G*U5txkf~sUrmj+_;N{Sl8u2gBndeF7aI($OFD8xQ8G0c)2&M~5lmb$iJ@uG2ApvFk&qAZoO=E~G> zORSoqgN>O(-Av9c1JCqpQ?^}3cj*FwAiy>9am0Nh%cUHkkSgS38#M&W7yK&IDSYLo@A< z#mZ~_U+vF+?LCC_&(TLr-I#Y$9&dlAs-OltkzZQ>uFS|a^z!7RgQgtRqH}%V4C33L zPc)e82a)R-cp3*mRmZj;)f#Z$J!r*WQRD(y?918c-qWK$6poiQLvHUKGB08DO#L2GN7o;k$T4C*wv24mM_T0!w9G#3r=3O`J zX~1=&f7qR#d{oxYqPzng+HRs$nV_-9+t52qsqpF1f|ckZt=6UulPnp(u&3+WQ$Jb! z{{NtG>0p`EQsOJ!Y&;I@_2YBl9&?{<9s{R`Xkjmo{Bq!1=@oQL{7P{$k3El9o>Qhc zVZD0gg1RHPp81%FaJJA#980(cd$Y+aJ$6|^KyS@+SA+Y=vV= zr!8Gv6=9~%6UFF0nbCLSoV)gwir#uxr#hTmm7=U!6j>lfO0!={R@dx3RXJS>o%Z>t zLWG3v@l~E~tr7;31=pPwx!kx82tHMWj*q|sD$EY`DPr5AuBi;We3)uTS5BfKBynuA`UFCHI1yd;8lj_7ApF1uJ-r z^lmmI0@U-9E{V5!z`q3Sy6e3+hgWc9w^vB3|JTUbVvJNoE{bDz4fHnV=($~(r8IVx zfzGofdAj9dXSI~Mm53n!u!#JaOkmt1GY_iyF9=&hOCRg<>IfJiReb0Is$_+)7Y=OP z{7(6ZcFm$mSWeSJz&6uA75h~EVwR3$k`VW>K`7Rh-}{POxmQ?k=t`uQ49wqUD~PS} zTq&|zMXqzplAt}xyyPM1zM@U@De}HD{SPt&ns_Q&MML`|!Efqh49k0Z^zMvhQGY)v zZmq1-6f0qhL2-b|(C)QuGEd*m{`?;e-~IWtFsbm33jY6QzH=}yr)-bi>~!NXKIX7? zh%ql&%Kg4(o$DAe(b8cT-go@+6U13nlNu*p?+KA0({~Dfugnu$}}n(0NWkA^cS31!*ckR`4x4H(j2{eOT5>=PI}hVJdet3{Evh> zz>NPN;m|1UAGGt1JM#Yzu<&oF|P-s@37@JedGRn{0KN7lNm9zlPXY=OE8BpO@ zHCVWlHT?zYsHaIWPQj9u&R&wl5Ex^jIcyCvSn30qE{stP8EV|=PV3P5Vq0~ZVLPm#00EFxelW`s^C@X+DnInc< zrk@yyH`np6gH8f}TsoK?8H?65__Zk5&s(i58r?uvB5PDS!gMm0ElW(^2C;pW0W!4(73@N*vgD6b(4i)uWzy-hPl``Ig4O{ees>(oXN7SL1NN4F;l^bw{?V;6X{BP}c z{3%TXI8DTpDp?mM5xWddN5RX5Ie#aVkP;ox}in9wrXi0htaI=^(~iL6ef)~J!o4~;}_miYqfu{g$f5dP4zKX%#1 zv6*Ub_YXSguLE;E|Dm(QIQ0&O5K{peC1<;fq*_PTb@E?bPTrM44Tsk)*dpcTK&Nai zFzy2zDZ>?R`bcjCHzx6YW;0pe1qdSufqJHIG88lk%m>t`#DRVHyiv|fZ;zOO(}E$P za~Xq?!#<2f+Mx$3QQ+zFBWYzN_NU(W0{;#ZpC$ENkCFz*$<1=}9co)o=L$=q{rsKE z(YITDYyI!SE44dyUbXkxQ7?N@UDl8dLwOcP9Z02+FqWWmG~F=*a(27edU?AT8>7)0 z^PwHK#_yup%aiSagSG7Q#~0Lt?uYs6eJJps;_PtjoUstfRw~uh{Riz}`Ix+@;M0X$ zHC+CHiMMr&*C(4np|t;=h=@D)jG@m8TYCKOqUFy*0u|6)l{!ftv$> z0q+ly+Z02;iw9UVoJJWS!*^5mZZ6VqTHkL}4bJJR8OWaq?Ki617QKTG&jYw zq>f#B5X*cQL>bI8l~yt85dR)G?}!K&&+9zVm{Ixy?W$bfao@rQLH} z4y|Y;9Hpi${d{RY*)uIaw*%^8@e9f=IiTs~LwSQKy?>tFS4i{2f#vzlI7f?GgC{=gMJ0c-{nvDZ@I1hp#l3>?+5A@ zvOg36NgWb)p0*RLRGIoJ1Z8yUZP|f?XyKe|Z*825`t%T0v$~TtbJJ#p5TNhZGHJ>W zkWJ>ixb$#^?U5hH&gl@rDhtO#yie1+5z&Eg*{oDOv}ef<^QHBL{)G>V4!trYj*Uy4 zOx$b5@Xu8Bhxa7Tk;|VDFc)&-HY2B>oL0s#YmOV_d=gZ^VF631T}tz=bw2gVlIUrE zg>EskTCFIbYV$?K(Q$L}fK2yba`QmXn_Iw>SnJX1?He-RcerFM*Yg;4z4C2pw|

        8-tCQbum?`B?Q~h|qDK<|gh2J! z+)F9D1Y!bu9R-W~O?>d+H8#F0!q}iZdOpDCZjU=JSOJXp>!kfwv7$`_NIh;TCXkO1 z68Y9`=F~OqE|X${|3ZkHgaj8L+4)XfZ&I&AaDqp!PyeU2A=A#-CH#W;HNg4KjV#9o zJ*dp`ZQN0+_DEQnUXs=O$xDLZK%a@h9#7usq#id&)JYcN0^=O!#54T~Cg=i_0)zQ^ zyw%ZCa!G|8$C19aSYqzL-TpNQQ<~fx_f@-(|3Uh;x5`2$}8eu)@@T2{^qsqkBC6CkFh6HSj0bK@6>| z!mq({Og^>SUN5bqdl#>B9h3ZD`ngPA;$KPP&S_Gr_6TWls>t6vk4xA0k~4XnTpm9e z){a3L#HHRDbP$MQ@A{x$<0E1`(lOj#C}IgM3&3$u}zn zXlHFV;(u2-!0S7K^@hE(e=sI)$)6>Kn89B-pP4)`t0rRa?lklM>D-QmDXMI$hNW>H zhJT%dOr@AkwXMy)OZV4pKLs(tmd|&3ReoXyot|<-X&JPHajLjxgqyPOJ3VjjEa$jI z>k}7mO&7fIzu&gjiJAlbJVCrNjY~Hii6iIYHlZQ!!e`IJ_=icG=3=J!mPMj))d!qn z<}0;Bjj0z$oKG$LVo8>hg*jddHzJ`B5iv{d)r~TpYz+PP_RuGG2VSX0Nqfe=S4^Bx z0qbHQ;YZG#gdv0!Z=hHI+8$i2GLX!ex~J zgJV5)0ak`W3Q;f;#@3sgwDN4kq(>>0?)xUD-CTZNovkR$6gM5G?w+`%&<_|B#f6z3 zt6$X}S1jzioxC(+%FPR(RB@XnqO0iX+Q{Lt0#eJ7 zHc=>s&(&Rk(?>tPze>@7w{{qJRLxeVFY2(#@SILjzq#R+-+oXAod0P!u)FMSGKZc@O(Psr3ilEA4JW^Qbjh9dn5Epvy3 zZPQu4%bwJ|`66ku#7AtY}NUOXHPF! z*Xz5OOis5k|7wl7x;>JTrmZoZMK`?VMTP!H$ zcqH`rP?0HAWSRKhC}&G?>F748$juT)T_~*U!$@e^?_$AM?VVjR4wDDEk1T`&50MLeKdYxP`|M~MBId>&pzCb~86fpVbsUP})A zDg;h@*Z=O(im@d=;N`m7h5bk%9+W1pBjrBW9PbH68rj)L4+>;t$X!w`$gPb2P@Rnn z^h!>VugdJVKz~YY+^bffWbi?+UO zPPGUVHkz6-3w#8qcEnD>$#vE5EJ3&I3?`46>=A8kAkeKyae9938M4}|Mh7?6$)<}x z_2WC`clxaA>>~ZiSqfgoB?!$Ia7`0&aq|`$>_7(fR!>`l|lb}&p!_qFOtiz z6cAH!X#2I<28tzcl01!bLI}xJA!altukG|#Ah#hEA_$dTId5)LDXWkXI4wW4*2isG zpq&sYFv)a|@odJ9{f}=pQzrCMV0m*&gU9(O~^#rw3A~H=TC1S5qEYG>Rn+RgSjyWz^ZtaWuZF%i2h&%ng zG8@ghgSl+ulmEmlr5sA_92D@ZX_QPzpk6Cgi|hTAG@LHPzgBWkSObE6NT-a}?3)y= zo=CTa4&SuWfgGO48@e3d{i$b~+!+(BruWj4nli~So+>Qzo9(AGBB zS^NTyTl~zceYlGmWrAFvGz*1+Qh8nKZ#0>*OoWISO)G_Z;!G$vg9b1G{0NNFYx@Ax z!Fpst1Pe|U{NuKU;yTejk=ytpg$;?#H&8`%nROlr|E<20e>Sbm6{aa_XFQI#+?V;u zYMk6SpLa|cE@n>fgMp%=YBFC1zH2{lpcmczFah?TTwkmvpEalHsImibJ!*?y7Xqm2?w`qw*)ir%Z2pm!NEd~!6e29U*f#gTMgjqS& z1Cs^n#Uxiehd}Hs?U%_fSxuXwN(()XZsK448#UYzPlo%}4agi4Vymha711HQ9M~qe zuKb?3OAzccW+t9TmKuP>?^73=QshzUn6bbz_<)vh8J4QAYJ_D(rf~}eBO(vyaK;-Y zdv9*P_y_g-!AONUG}`Zv*5>^2eT`Ymd3+F%Ycp3*WWA@ujsUc-TmcK6dX%WqjWZ6> zw*8djodvHezhwOluBpoex2lKVVO?|a;uyV-?s&oAoPipCuPo!acerweV%1sIvA>y+ z?<@vb%GQbyLJnDB{0A-9+3k82d(BtG z)IVyQoerUZuNA9P9h9-cGiGKLs;ni8NMY@kZ{g@QR@@`HB@Q?MXkrNDS_ulSiUAcU zr9-M2n=dM39d!B{#k;8jEpSE{*-mZJ>NV4eTAnssPw*GM(sEuL9m<0HVHl5FFJQ(sht;1Nd6P7c$!2vSlY4Ya=i|{2^eyxEjiic5TGiuW%S1WRV8ch49yeG4;p3N&b?ld*nwQ~gIiqd6uOaBQqi#us)pIrQGIZeTM5ro!C1#j_t zTvY`UhZWWC_9O&wEKa_3bDJQ|Q;l3Yxf+!oNV}Y>5aUZ{QT!pcw#HGRt8pVygZ#r+ z$Exg*aJ`zws)Xx~3GZI$n6JbyVYSekSl5UWBiM%yP?|Xtk+WZe+TEINZ{z$aBk*)I zgr8@Q`cCLSm80it+x$207TqXpfhG}mlh0YyC+HL@(E|#{8SRaA8&#JNl%)(4!-s>hTy*)zv!e}XqO3-RM+e`2^2GNU$w4c zcw}$gP(G~OE2S$E-EkvbJ>Ps1^zLBt){8F86k0#8c>?ol0{5OGk-%0lIguY9 z@s(~lIM?n6vWCBF&GCyiKBwI|zkO#n+992NK{Ge;Uv>Lz9_n)9?}m^H9*<~PeSAGl z6Ly<(pxq@KeWvcz+!dJi4a|r)7|lw?A6(Mey0PiaTc2+~ealq1(U{Umv7AXr2hQA5=O?mpI|`nMvILFO zQAzTHBlq>Ge7s*iY2)Uq3jKBj_0mae-P8xA(4Hi*u?u&fWt^1GY3a8Z{xuSvt%|YOrC@c>9RDF<;a!d8mm1Yx!Sne6&-)jZT{-UHT8Q1IHGL^j z%zRj=&F1%D@?2DIA3U2L-dR~3J}6Rz`=Z8Y`}JeQYp=Mk{yp3GMavhOaaFBe>so~yzx*xSI~KI`;Kk55<;R}64Tc=<@qA*ItH)SYOVCv9n29mg+%DMv8LpOCe=NxkQ2&(Z3kT^ z3cQFgj%vnem9p7~2#(?iOnY3vY)Si_tVVY-v2)T~d)daVhpGcmY_j-~~|~toIuUH0c2}_>5J3w(Qw8=QoE;cGOl5I>4SoQ1|Ip9~^yMFgY}HI&&u! z`MG-WRHj7J^b4Epm7V;DP;3+nX}j-BORScTmbT5U9!873f`zqz;NmI#g<18wdbf!K zs|L^@;s)X{eyg9{H1B$j8Y0B|wL657B`DrooUvf5Q5e&>e-U(%4t~_ajT3(4xvEL_ zq?eGZX|wrH@dmIi0y2Q_#^n81hBRLgQ@k6W22NhkaqCM{EN%H1QoMRb(T?W);-3_U zzuy_Iu}*4ylbZJ3tuvi1=_r$ogIQG2Vw(jv<-HB!R6jkHg++W#! z&1nPg*Ts(f@6e?-$xch{f5`+-_jJbx;LhG7`hQ`n+R)i_2=tGTNj(?qjILH1NHRz? z50cHf=0~d+U*&5geSAz$phY?GP0yf79Md5tL=b|mmdb$^HhWEvniVK<>Z1&_j!A1| zu9XF8klB(S6^`%WgL$#Pi5h2cHc5Su!7MUMkuA1X)9IrcOfbinLX-goQOsqeQJ9L{ z28*BVt<*Dm#~-E2+$g^$W(QLsRF=S-QT^dEP>G6w)fVO56Sa=X1Yl6iQPXD@6ek}~ z^;{Bx&=+5*!7M%)nG=nfQBDVSB0c_QHrF$!(=ygd&?2OaP8PJd6`_ijw63r?5Z4jY zE}vu=49^QTRhDg8CJKtUzT@I83Ha$! z^H9MSB=ftred}d+vi4(`El!wKiC!fNyIn!y7l}UonDd3*Nsu=KgcWw%vgdFB5~AKJ z`J|px&d2cZ0^0R7Yc1V(1Z`VoUnCvRW+6j*+ex%5s6Xmj;(-N!N1nr}gg!kH&L0r{ z*%j7%?Rr9if0&}UKr?N#lE>}hW zJr_C1(n+bNt?MQ0Sb43`A47{pb`;uNje-t~E*`mKCvpa>s3l+!{~I(o;Y2av9ntrN z6zWX{PTvaFP4@Z06!Ahk@jR}g=F*5eRt20JJrphVq*y7%$^~{uG$_h2yVuBAT*;&> zuKzfs;_3q_M)3v(KQhaVM1}+c<4xQt^h}Ub70CcyjSzT3W5^L{Vk{A^EIl%edX%l$ zSZdzcWdlfUFklYndZzX8?*;m@z>6!~Ih1_mdl8riFbp7vpuppSe3mVTo&SsI!AQkG z%cr`7`Mq=ACH~ElE|bxAvILQGv!yA7_F(b@igBTaIn}pP_G0OTkc)EA`h2oW3OY%? ziI)di=8hkhGCBLMu{1(Z-gJ4id?oWl)^-V+x!SI0R@)Y=Vt)pT*AIHHX>J$s*Y%>e zgjM?2uY{-(&B9l$2AbClqgonh60Jot5a-W=G()>nX{gvoJ=Ju}H9@frc$6w-Pd`%D z)J+4wdp+*G{AA0G+1wYmrNXXGtFkuAE8T9$O%XfGZD>D4D?%TDeV$%#;Ay*!fe*jc zd=4dcAuBm6m8_=|5*|W?d70~2svzMwWInoGtkH^6ic-+P4o^F#t!{KF{Aa=Ef<;?& z_?KO}J@XfAC28;PRm3!he<7B<)^iuVAMwkDwm?%0Dz709siC+}L)2hg+2!WLC(l{s z{?2l8pEgCWr2GkyaKh?+sW(v4P^3(>fBL@ zxJ>R`n(I!X8LZ^vs4$k$`7b*K&owB;s#o7R@T7}V9$7DtE16`R)=#ld=1-*@l7Ge= z~!`1v-AvE=Huv4q2hRh)YB zmUvu_X|I1*&l1*AyD8$E%~7bxmD;1v_^I%0cm1B;pUP#w4&4*k8j`w!TI5|j!-9Rphm~UZbv<4*a@VO3DiM1k(4=OaE#JI2e+v8T!U0)&h!ze6`wk9% zyn@~x0(HIS(@xiJ*C93$jd+6(6<#_ot~5`Bbb?NjhiB(}BfVh#ocC2;Jf7>Ct4K(6 zOQ$5$9yY;3PCYPr4AW?esXdDhtJsVnN3-iNA)HqM5tlz`@VpD+nH^FtSwZhP)1VzM zjjGiT8ZUlyrBXkz!#>(MPT)kF-H*-KENR`&NpzO+wlL(Ic`AKtWAP}OLXA0&Z@c@w zNm6kRZ13fN-c^nqgui)vX)c)X)e7y+kP$07u61@#%9r~_>lH8UwRpY&@^AaTo12KK zIRSIH!M{^M<3V2k%qd^=W;J<_8L3$ng&pKO{5szByv3O+Qp+mT(l4<8-lL^X)mn{X z4INyU1m-lDVZ4FF`0rZsB6la7wX?sG?O&YLh7y8fe%Oq?@2OgZ!xjAaWW*%s#WmWD zrg1yi?ERDi=it3|7Q-_4?;T@9wFtolqJ-#nCOP7d#)w~P*OvWI&Yp3YgNxS-D^YeB z)THtZT8)VqpxtYrGI$I zf_TSYVr!7T$n}Wwa;HcqJzQ$9RCZT~u1$fG{&BDLDqNo}B%psU-Qt5{Ce#M+#;MM5 zqlP!OtYxkYIF6P{DR)5nNmU>wrY;M>m(D>=FN`a0#ow! zhn{~c4->XON|dNJFa|j;h2xh0AiRRkdv)NSVf@)JGr3u^3H>yW!FO!kf0QKJ9$QQPl^aE*ju*rN&VW z6`!oleBr!47cMsV|DX{~9onhafHhKO|LU13RWBie`?SrFhRkWr{oyj=o_c* z3i-&vucJ!&FW!<9(H@ADKu`Of$0=Veb-%KsU~7>mwu-zMXDQTg3DGI$rsvqgVg}%X zejxzzz^=4WhGqW3;#iYTyNbwTO!HuMDEdam5m`q^xjbi7D#f z^BLC=O2*^iI*6@+XCb6Q$c==0>kx@FYDXro?x0Q-nPfYyLN^z808G!4=@4#c-~PG6 zI}>{7PjyFN=4N0`M-X=;?nw0BYVxA0sW7NSrRfu|NRS$iqj&v*;)e=Y^G%Hq9bKA( zY(10fTUqWQ$x&=%B?(yctfDEvDKU*SNqAQy(zfW%7Zd4uNBO%}H5hEHJNH20=f9b?+h_quAK%hu+1BA6ojyPlo+>Q4SNn@KJ9x%O&eT23=6r&OF`x^+7GNpdL)y zsar5m);L|GA(|B_gNIfWf)aK0%c8AILe%rID!6>p@T)Tu&@r^_b+OwR& zO}X9N^uPKa>3EBi{rPl4MSrlLYW5|L^!rtqI{kG z)rym<`+fG?l4GhOz_S!-HH0HO`rv)t#|{9yDK4XPJhU z2g{&4>TRM3y*cSk7oH_JWc<6dzJd1nKA)*Z2&c@nQx;7}pz7-i9@RTq#F3h>20 z#lrFZfD~%Y5@gkiuz>9O*RWSgT(=Z^#m?|r3Ut`?sz!L=kAlpZkGr;sOb^9Oo;+f9yJ^mtV(*xA z@Rk0ji6;;t%`r^2>zl44U#AXEBsQmVV6xwY+aLP`)(`$^^nBpLu*|WFd(2x+SNC>t zJCQPx8tv4+!(0a60x$E==)T>#Fc>w+*P&%FjprcJEOO{_jJDrRG9UGfqFbTVQY(!L z<)p41Y3-0^I4$VIJW$qxp>RQMyp4e~ zeiw9c1hLr6KP@%g++V&jV-M*QA+hI6K2w#ovxDxYKCsS}shC7qa(!#`elxE{y|9-s zGL%mHH3&bWJCo6vgsJ0=V3xs6{<#Omd8hEvUE`EVSN!Up8Or>8J7g_%*v(eGxrHtmsSZj}bj; zAoZvctj2Px_3Lv?J3IdBbWr6r$!qrT7RtOAMMaN<|mduf#FA$%2pKZLzMds7VA`5M*#SUP51{rupA;W=|+;t#0YHK0AA*LJnRx4d~a}hl?p-%H)QV8 zze$;H$mCvPLsWIay$@Sw;kDP!Kp_|uIz3!(`mq;Q%3{tcosux<5$P<5^ z<4U-JnBa!fi)VFu_4x@&a;lB<<`(=Owd&6?X$ix6Pzm$<6c0XnhakolUn!f3bu7&M zP8!dDWW=7sKp8~X%KKIfLh*yBfEc9(%d0D6R23tGK^3f&*z)X>6>l0qEJCzXn(H$X zemYxAR5ujyW=leEJ~f?#ge|%h#D=tNAw3Df4Vl6SFtI}OK;FNEvE!GAV;nFE0+CZq z+~k}wy|Fw<`8%?aV`>YBB$;!yhQl`_1o6i7*m&x0PF%(lOXF=PQBE15>36f!q9-Rf z^w;`=r5LXNNDX8Zy5ZQ>$)#taqe~diBWL5fQ;Lma)I%?O!gi#A#xKNStK3wDr=B_2 zB;PDTvWE*ID0Hpx**w=ei|N!-NY3Zvv@*RTQ|fGCn?T9yr8V|?sT>l+GF}DozSt$B zSeM%=g;DYra8#*kM%SiZ(H;MZ2GaVP9^}!~g4@UV9^#fTj9ain;uJqdVQN%-*mBcI zw4xeV3_lEC-;;UiLIGt^40PRT4{9l&=T$p8~pN_+zhkZ~-_J@SGfHlEu=xcAukJlOF#VhsdK3^jcMf9-oPK%?=jM4j- zCt(M=7Kx%>*%}tT$Zm@O`tjGaX+npFMW{-aiyFZ{-Nvk18*uZ*!J5#lx7QRv6&+?# zs7reryA&U{XIXPET0E#Z!FSLicfTaP1pG|VaUaZM7to0n#VcWU3nWkKWTt}pn$0L20L?qSFle&j~Qk>9`zMU;iH@0g%Ku)Sp~)&hx+RgOg9aVBcLz6D?U& z{_|$)Zpc?@e=dBX55f*zhb#Y>A9JzZerHm=ygPH*2PNk?vQf5mdo$!VT{{_~1<9vQ zDSISL3>8at77LouXy5{YB@3ZMgm9JKDO%mXJwm{9ERi=JHaANMXp0*Xn9{NTAzbxS zP&R@y=iHKp(GEkesXllDndlU`qWSDkwp&W$}yB^^N}Qt`}BJ4#ncy^GZvH{oN;Qd)#tnW+~?>_2e=SKeXehqmxj?v z-@!-h>a5Jj?a~nM)gdj~rKO2~gjPZS*->LJzdCAus1SX5CgNE9YbGO2adsNZFdC{n zxn=nt;1&3UyaZa55$D&&emogaeJ5-9X#l72{YcHR&$9r~I1rnz>>s$a|2 zSSjC4f_-%WU(N*`l`B*d&_*pN_R)lZV0C1R%24aKJ7Qg@BIk3Uk#@Ceg@NeTv2ee_ z61e{D`W{};+>eq7vMkvS&*M3p@7y_&JtyD%hIiepWs?`WNZhgick|7;`n3x0tf#5D zx6$5nPY5mozCJz#6G~n{PTTc|yvSdJe2=mKrU?B&ra89}a7b>Q&Z&RjH8*dUw2vH? z%~lE@gs*f~T`!2(0G+*ec0mswbHjKfo2>3E*aRI%2#`J4-K*0`03f#Wu5Jl~T%Wt? zC4uDUYsDmX(C^ew1AHajizg=$k=ug;p*nZe@B>(b!=8ut63=UI)&(#hGAp~fjzk?+ z&Ec1~GI|EO1fCILg$H%1t;po-2_mN%1>yqsdQX?Uuh5bv?fLWaNH<;=8@U=8pSG!zfhcwnv%nh@>4>vnY;BPXK(wANpeh@Lxld-FFc>_mO8#V=rMf#A^uw z%{#AnkM9aoFpL_6{~x~IJFclEY8MW@g9=g;K)Un}As`@1Xwns>_a;4bqzPCdG(kYB zNU+yiwUkKkxlu+CBQiQNtI&*|~1$C%EjdkLO?053HaG}~1{#??0 z{X0HP-o3K@B!=-H6R7MWZ-qHgrE-$A=gkVr5k`JI1Y00wW)(ZB}8?9o^F=9+%ctI;?Lns}0AsjJGOWDKUfhoNM|ko+a)b=TYdwRA!;{ISD#p9^wR z=5o9se0RCa<`I8&F6Hz5QxVxZiocLlR(uxBcA}=ngKp7E&uV8o#|oodJuLAT63$zi zcHic7hg%*zWEQy$@xX8n?NomX!szT?u9=j==|F&W+KF{8DC9Uz67OA1!amsdmoe6SdsbjHE#0dlmu-TWfMDcT19wh!uf*6gImOzL|Q0;E}e9yV%+ccRM{C*Z3 zk=~vKdk@rHdg`Yb>lgu*{Yb)$ja0Qu#Rj+yY2W+7ww57I#<_>iF@;>sBs8HpD5Abd z64VFv%YSVs-~5X6H5qq+Ddgq?T?=YeJDY+T8s__uRve|$+o#^A^D~!ZTFp9JwTXYf za6{xWqD-o*4D8^_k)dowMi=2Ww*VkaAQ#%sPxX( zr3K21T74>wyT+~GWRch(x|BvfO~w8&(vW^n%E?0)ECH~#_MuQhshe!ZLaF^$HGVJ< zl6v>E(qftAiC~Rw5zyP~<8`w;J<`QS$wP3?45_L&v4)Wep;mEX^$ZOKaZ~Xw|4U*Y^C2tTzSgBzJO5Z%mgYgPmNX z5cxwE<{=Nx}fSgGJdCFIn%gIq-1G#%WrQLV*O2d8uU{3 z+e@66&1qfkFpDkV&SppJ6T$A-A5~8V9<&Kc$7+mD?M6+%5-!~>=bTSc zeCDHIZ+DPOLfcV8O1`DRjW(o?$UKC(ym*v?oMuMU|1eGt+8rS0&jafRnh1w~5P#3)Fr^F$CLS-$K>>TnaA3@PJr! zoiR#OTYxwsTrfRNUD8PY2TCKVo7RVng}9$2bSD~;nK|ceBtQ~SO?J_sti@}RomOzt zKw?}|S*{Ws)JT;WgX$Lx7U@Uq(#{7dy;06gX;#d?BI2N!v;;9pcjs3X7`KpFv-mPki$^0I;LoA&fC@-Lc04+}jm z%L!;jX8OxW?-G>Xl&A#2c@2B9`=_fE=_c`wz<6@AOkb zvMzW$sa8F#_nx@O22L+h%+5V{b)o%tikV{|bdb+(noYFD%h)l3*%pz*d9L1jJippG zMZ2w~c-@tvFtNag`S2pK&6CsZO8C zJhG6HPY1OJHUg$$!E9%TuvZX3lO)F3AlTv+*Fd&~@v(6@w){EuHJ;6f0A%?mw8l$$49kSulY|lb>wS|spB{L81oB3?Dr#Jgyj)DY2?9?x30Op8FQc{Rn1jb zY~q>e3VI~-jU-GB7{b-75xgIAJw%# zhQ_8ATyu0}=J(pVHk&#gMM<{g4B0#0ve~?@$=@xvt?!+q_1=z$uv-#gm^#KNce(Sv zxHG|zJ5|DgoO?N@J_3}@fz#qG2Zdibo7JA#^>JsUMRRZNB0XkIAuo5u+b=!l(6N1F z;J}uyu6ZJ8QF}A$HPP^so9Dst0+DOYxm1JbcDSY78jHGF#Zf6mf&gi- z%AYM$5s--{Y{}I{X8RmBqt;q~kB4~-`v#3*+u=U~gqLbQFci{CWbPQWzvM-rw$SN^ zZzVqQ`dL@QNL^U;-+Fhfg1xyfZuB#;*esoIS6W?TRmXY~=RB8TrPfmEUHAK0R7+jX z0$-NTrO@nvI>kTBZk*GxHM=yC+bc+aNt4z*1x&(c+^#*R3Fju(C;p)D=+vOu^2C+g z3Gqo(!KGn*?~Okk>E$={YbC z4qc^{+RaX(zFzlb(E9QU%^gE@_3lq`4&0myhH!_Ky|8a0Sgq^df-5tS~l>^o1ScS!ejUr9!EG6E*AvU)5pDw3ee9f|}~x~d)KVB8oDPUgP6)x4A` zuL@NB{;S=+{`VmZdn!Dcq`eB^$HfGJyA4~+%NYjcYSd0;JyJ{N;AnybrOWp{xxZ; zcHoe7a)BBI@mniOLGrIW8^UZbI{HN6zB`jfCQ2#4z#=xvcMLH$6`A*@P`bCwA!I!J zJu=CM={EZZMWWuF*z!JCh`&$lMH6)NlSkWLA!zT>;TIn!Ou%V)nFHSl+7)-feqVCk zWKjBM=zJ!sf-WrRwBiwY2MzjH52d6E2CPBIYwK^yMkOG*Gdv(ls$}~N1-h+N{nW8T zFL=F&8m>e5{z6`OXe=kIQxPS`^x1V3K%w-Q(h|(-I9~8a{o$6+jpY~gKXI`m33G3{gk^w~u>N`Tj!L4L zrAS!oZAC)(tVQwewi=cnP7Jk8>zvReruG6`zK>~+zp`OCT-Dtj=$H7tHk4sah&=M5 z71w0xxgzbyjUrU=QWk`GsTflbP^=9WG?Q)4A+PG0dbDxdz%krPm!Donbtw8v6I>Q} z|IUi0Dq8`ivv=Er(|5)Ddm2ShlNaq~sNhY3jr&&&`t^xzbROLf9T=&+Y|hv3rLwxF zM=WaF#=I*rnDQltda7DjfRL-UY#~7ctS3k!Eb@o9!B;ij1t{|r%j<_2Z4V|yYzH;x zlB%qKkcF(?cO9zPeQc>KKmTY@#;BSQX?gj5C-+e>IJ?C&6CuGe%Z^}8y{w{|0G>Lo zq<6Uaf@gU;f10})oGn4^n@godz}!BrXP0dFR#LrLo@}uLc3q8-bUc_ILt0=7eW=WD zqjE8qfS0Cm=~mOlpx$L-eve#0G9{IYiMni$4c>yZkOkj28<$MX7oUPjUEKUav zDXOCtg7i~NN`Vkm?19rv2OU1fiUt*rR@=kd`S~+k856)hVS2j)gm-d;sv$_|@j6&WXgT&OUOgu7-bLO`3XBkpZNonNaa^ZAz# zXKCrGu(udu|8$I$ZE3joTKpP|CFYlhgJmY9u}O4c3;{BO;#7`h7ghIsHOw`~DfyY7Sd;R?jDO1T6*(B;)<@xG{+MxrhDpbrQx9vB< zQ~8do+>Vp^)I~|&Mror_6(L^U`sVG?f`ncq5FRye7G*ItqXp{--2w3Q^G$274|ZEb z<0V&Q!3M6_Qm%+gz4i!QlN#9T-iQzGyk%DowQlNVmNk);G55gJ(~4D?wsWZ@6x_c; zXYWhsBonassBd|=GPDHs4Xs`qq-DzqbA~`(_o_C{W;{xIm%flV#M~-9btwT86{)!= z9ZjEkGGn8{WTVkU4c7cLa-4n+^saxzofG!Wk_CPq;S^BiYJ=iVQLVzQa_(&J+FNjn z)bDI6eIB1+$6lBvC)HZ{eW1?PgS=r zDDxhAVi%M~EIUuuEq#T(_EzJ##^8ygtt6>i_r7v5*(5go z0XsNi#+sUle-Elt$$18&UZyb!96g>LN^4_y6iLjHwiLm#r@rvIC6pjHQ;zJ?>*jk0 zg6VC6eXe&oKef%(1`vTcWCzH^o;Uhev60VYHS@Tp%~p=9ZMRuXGqynKV%0L(+z&zy zAuLi{$Q=F=pkgIdn+E{MZD+rOjsTCG`qVOH%5h6W#zviZ?0+^FU+KSfow~{C)8#!| zNx7(v2gMiV6g(Fg=OctQQ0MKMl=QSTc_bmaq)dEC`mNpEY)Dr<;a!V|FtAosWY&nB z*{24~&8a*JIHwy39l~DHh|^@NrA@I{2dl2^HoB{ftYFGqy@a(oW7C>~= zPfZZjScX+-+eI_Bc&wDry>8=ODxqjSvxfB8Fa{=@<@ruUoLUx7T{lAT( z?+|^{GYv6&`R85BrqbhF$`JE&Z~NW{zCM@sYngxIiNPmX;Ul--!vn%T%J60u@T?ed zcUGWb;PQA@O~*LIaZQhxu-v;AM!uo16Q;7F6*&pA(zOPEA(SsH^aFQg=uTL0+o^Ke zrIr?oDla75O<(?>3CEqap}`2~n88|h*t6}P%Fy1+1)m~n(UUtp@(@(xu95)6wp){> zmz){qViY}*2u>39>=;8@N@+FvJ>n0r79dbR=afsfS0pwiGD+##X~MkLhSIJG*#t9I z5S7l`gcGWYL?b&z_CzDhisym{FEaP)qDEd9@FUV<7rele?Kj6Ui|l`PZn)=eQ($9J zPp*?!BOYNYIV86FPx&HfN-|?Pw1Rh|c>a7XTT15lXOhP(UX9u4Jb;5VoF0d6l=PeS zp55~H<#;VaRgqZh-@b*fIkT#p)>LRASZAVAZ>>Ap8_e8Q(%+k*67b~$N(_`1fs+)m zg4r72A$nV>J!+KBq_&v8cdy`$ITM;mlnPaX2K4+54RCUeG$ujUtw@>FF+11!IepE<#yL5ImHIoTIe&u8KV#^e&^vC=ukM_B^oi z@@raVQ3=Wl5c8OOa%5tYEU^DC(} zIo*HuK&b6;tECJX7?ltP5xN_7=hwc+!WY2i6{Hag)Y%GPTgpqixBb_2^{MFliPpYH zRl(Xwr8FZ{-R@28tg4WuQLw2h_0k|}Y@_#ih642!>tgcKa(i|4RGbO4EAEbzu-iUd z%ZBr194U(*G_hB3QXVx!mj@#Vs~vdu6`xpO;Tt0v*QruClXFbHl=f0Arz;@ek22kX zmKoZ~4{DN!qTy>=q+2P$%jLNQy@BIk5}5FQWF*-1Xw0E)<14?A!N+r*S5_3gbsd=)F!kIUH|NTG zX>SNv2Vr33`_grSC+pypBD$B{{1koLASx$`x)<~*8eE5%T-E86Y8wx7{B1dzRjufR z9yU;6Y+QVn6T`*z0oF+eYh}{&HzcB3Dzsog6x$?jz19~ zC~0Y-6=aKgqzd!?{zQPVn7_v;`Ox+DQH^yF6qKQnMTfn?u{P|lbRFDm@yM1f@YvWZ z`FBIez;%eW++@OG`|@64PjfuJu!qMVZ#I!UJ4Zg%4?cD|GKh*~jZlCH)`3J5jE)`D zk3x)G;)imU;4Z=8%O{ZNh)X_X(y8|_QGGqrp!8#c^6C}j!P`s5g#d@R>V1gJ#3s4E z-QmQrcsRd|;OUS&r#U-}@+10$d!?IWnpb>*?LKl4eEAh|Ied9(OXE&MPZmaAaS6QD z+Ss?~anztTl96({dqTGhigeUVfd7D(P>BXO<)ng3CLtF#RYcaN)BQEAUoE(kam0Xj z3ZH^!6MT%Rohs?Rippav!CRi1=U$VMk-l*14+SOjCZBj9P&XHO9d#~9tzKs!0I9&X z571=cbe=gqQ-NHn^I)(LdvfxdT=g{Bc#u?Ya-n1`q%T&KheAP(qH4 zFC;IQ;%)nkrqfF*`4(kqc8r);ioCm=H>X_rX^5IkY6=k0L$0HDhyO; zEj7V(-D<*xDNRM3DSbKF9=7+~fw+5+Fz6G|O&9AY1oD?K=##88K_h!zpS2v->xl}y zjNt#Y#KfOO(fq1o4=HV+LJe(~>ihn(_Q>g(8037!mHWUXB5zjY1U#Q*s|UU5?5PQ} z8^Hl%H*#^A=t?CQM6nkE`c|%>mrN^*Lexi(!9az+M%mHBwKmDUO*hO9fW`?xH}dec z|7&Wk`(e*OU6na+G>RfU1jjFM%kwAI9OC+hs?fm&!UG8e&z%P_VyV9pp@ChQDfT*- z7h$zG*Ssiwq<~#Tz7&5nWFX4^x@t_e6J8JA;a&cdWD#&$e?WIaYkKse>^K~llR^dR zZ2%5D1JeZZz!)ikNh%6%qz~tLF)U!63V6q_ow69x7Cis(hw>yTz?D%<0-8>_+wfo} zM{gT^ZhJsBQo{WgQi3T1ub6W_CMRcNr8z#+6)*3BH*Wr(v8*_1Y7<9*=BZxdy3QhB zqVdFm82k52hV{O_9LS)Qn*uvu`i34gfd@{v*IpEYozJ$Ri!t2`@>nbSoO#CL+C zqq4>h7>=qPFdSkB;8Xe}DKK*NG(_N7^s`ApDJ$F>~F6dDn6~*^CUv*Rzzlclp;o6$SDJPF%&v{hToo_Si z9qSE@W@+?kg=E&+OVE%YnV3+j{{(=9m@}uMtfOrJ%!pe%$*(JCf%2g=>6jh5eR&YlhuN;XBl-WaXf^zhg9%4j%R>Umph> zcl@88wyrdkl5lZOaZdc7ii%>!L0%4G`Zi9ue|#J~d^sh-hlXN?4k%AQA3FyWxa4}E zFVe`@#@7M-jWm)054z&6KpIJibAli6_mwMR>Yg6H;A3?OPI>&N>XMui5@&x&b4vbq z)ondnR|h-Xg_`c5NJ+RPC+`2VTj=|E+8H_cnu+OOQx`LK2=qO>=<3-owXPHc@^B**v1wGE-~`;@w4+ivj~b)7JlW*|KEPNd;e!Ybr&~Z z2OlwYH(;M@4tAdQ4q`eE9!|c_oHDW!xUc z+Vh1J-Zg!)pSU!2sVkFHCBwnxfz98rXS==$xetF?Ycm|}aGw~I{B%`%5!-fmMbU3A zAls#1>u%gN1(ih^`L{MVm&dBuZZF(f%iFR(&Tt|hs{i=2IPPwsp2zOGQFgOZ{?)gQ zP?6c6pALpY*CRbbnMDdYe_Y=w5Zl_!9h$J$)pw5b&+U7)NiBbZAikRt+00`&`zPXD zEEk#Vv(D{i?N>54bPV|4u(I#E2{dTw+44|v-x_?%QmXMMLBrOvv2#m2FvsaI%I-VI z;WO{9B-@vbFFtEyq*InZD@)ybVE^oLI#iH8LNk}D(-`qpvG3R^!i6fcZXh!nN%V5} zTY(pf6h(yzcmMI9p1GYhSm z&r{MgxeWd;R5EdvGg#aq-r=t);b9wkYsvHQfKAN|M#;lbpvia2C!RvKFDpvNt8Vwk z8P!kDjJjEZc|K54_$2p`O0e-7eDUOVakW{DRLynnUx!C`U^Wxm)Kk(sU{m-eyjQnhUan6i)Ein@p zdw@Y%8A&k>2Nx%2;MZ~zz(3qPeT=+p>>U0V^kP?Cd{O!iK5CxsUY;H}29Oui1a9Qx z<%z>Ir=yJ<%0cY^4s!`vd3ovo6X@$%6y_Ii{>IeiMvSi|Es>ViCKlYvkz6}@PIX7r zlhva}sGU(%Ao2+nr{Du^kD5e2+k(Oxdq)@1UxI~84V?4$=NqEf1izdp2dGnQLN_I) zw!5L(TTWNP-lLep`sxFE19~UZQL*axImv0$6@zxE#Ol1ZXI0lZW37(6 z!37qz{@>o*?CS1rp}l&JSaq8ep210epR^J!H|MioI#l-i$kn>z{zIh;)7IBj(FjNl8gtJG+^%-|pfv8g=dS_==SC3J9$H z`1baba#&A>OjoLiP@N*E;J=?d@9*y|USws(Wt}w`MNJy@;)PjY;IA6ga@j}xWjk~n z;eW~l>r?Xc?Ow>b-zv2{*%?ErNYNO~Ni$PQ>z@MWySvL~dj@97T#?!WY5! z;p4~flY%qOHwwDzaC6GS+`MVHzoZSVhO1GF)Q1lrZoRubP~l=!t`-M-i0>;qA0HoQXJ>G~ zR-=ZyBky4_SRCvL?xQDS>FMb^J3Aarr1E@(dbR<5Iy)3V3ZXZNuWBnSq4>k7+N2m%5QUmF!o zS9=p7Xz_3Mt$cfHa`h^qKjr^IsGoOiY|O>QrPhCAT$BL8io1}(icc?F*pj}77y-k- zHsa#urXf`;&`PPRugAo)NZlgzSHaywps>28=39xGoRSg@L5?rvNZ{rhV=pi9e}#0r z3>POpf6nyZ%XB$UOK_j}<~8?W*I=eq9&xZpoFR<4<>jk&vlN~(iCytoXb++oU0ug+ zRL!)ZRd9BFL*UO?^eth2W#v&;@0IoeTnEbu-!6lg1As2f%?;EBc#2Vs5^O|4Z-DE) zqH1eHfD`p)D?J6p{JS1NmYP+X91-K1kWT@s?@?@4<)NYi@u&R8i4@{NOjO^i@m|r# zrb)E5Tw9kus`2ZR5BcQXeh&NYPTSf@`OxUs`jEDvqBy-A+hzU7nb39OYXnV5wH#Wf zYuB%z{GR#S5OU~Ya5|77bGLyrPb)>xkxpAj$8F-1dkp2p+>bNG2KlQ)Maq@myA$&- zUSPZXXMe~^`}fbb#?vpf`J{K|(l~gt=)am%02C$@{ppbgms4)ERXE^<*30$%E^|D%lK+tTc@=+!(ye042iHJCpR~C@wt`1kI(V% zt;SXv-~n5Wf3G+Pk9}}p%+^5P`jW`K#2$T}TZODym|6bnZxy*4@wJRPv@pri*7;Ax zE`~-uckh&g=Xxax33pS58tPr1znG0!>UmLBreX8P;4S)evvx}b6Pjny`!!X>%-Z3j zV~?<6BD5qrimY;N1r4iw(L*@coy=$Bl%%ckNK~1S&!}kE=;@=1%&zC#6027(tc{RZQa1w5HU zG0Dh;XdgNvY=)Ew`-;v+h$z5fhzT}3ZF25_)@°KROqK(^dvB6uD($lrl#-!wAI+#L*Lsu#s zwY0xFM5ajVA9l3(e7QFZgbj=0#KEB<)rQ{Q-udv=ObG@wY{=v5x5~HvAMZp!OK$M# z%;KvGrS3ND*3{7faf;vBAlSP?b@rQyRTdoOI6&=22=hKlNa3 zukQ>#0|TJVl0L6+@Y%lXW%QIBo?)WWyf#uwM@2 z@=i5|D{o~C4-W?){D=(C&#AIvVPQ!Ty!lc>=SkWto();^sn0HQFGyac=aCf|smBd2 zBAe{zuZ6juPfSH^LjC!!=3G-(Z}>I;bYr}dikcdFr=Cmh}~QC%0C}x{CfTIq1WqcA1{|3h*rF zv4Q%KyWq}&KKrBP_^+pb!TYD7VVTtVXkx&8y_o|ZU$3Lp9~K=!i*y(9K;hT31(^OY z#a{MxoD5Xn)Zcfe;jER9$k%mz<~jzf!h7&HN=gPS;*&_*?@q8@_EQxw+Stc&_v&hI z-#~fbZ`;x)4DgJ8$;8A&J9kpVyHHT;gbW=1*^u!pQCXUzitylZ>9aP^6aQ=T{Z!ag zY0f|N7V4cjnx^J|wp{LYshZo}9mM-}JbN7OEW+Ya8`hA%8%%uJQtv0;J0v7CTgU<3;Mx&h~bbt`i3^SwjBJhrneVdl&GQ zz@TlMxQ1s3@{ydjWMpJJ_MTr+J|os-6?DLKY3NV#RsjP8jg6vgH(izzxj~$W0cLy} zl^@UE+Iy{7)!3M!TAqt*{(Fg;7ttwBbO9Is_U_I{WIX$=<-6Zm&q_pQz=f&*)$_YB zsOKf*p4Qg~G^lz$1=G6FrSA0blQk=&BHh-fd}R27zqfm2#K(hTeJW&+me|gkwm=S= zMgwB;MFs|*X@4&-=H%thgw3hisOChUj%a8Jabf<)4`p@~zm9)=Fj(vu09KO^kv&88 zJ!S-b9x13E?8?3Bz*_Sf9|8h`nt(WFiI={sgBmsVSJAgXziccQb*bOX2x`IOz~#Mw zk8~cBWynUQWqt7Dsu$8OgVo;H$=WMN3-oewa<9xKFCm2@S64s`wWILDt}KVN97pjZ z`_jMS(L)OZVWK!PC&vmndF#Z$zyN7fGX~>ya(n8^Ww?MD)gra!vMDI~PEoD+_I{P<48J-7fH z0zC!r+T`o&$mcIi-~olPJ~>0|={>x~KZYy+LoDIY03C-d=EAReDht^+itvo0nwPeA zM|cuw2>lPZI>@^V&RW*Fc(^2-!+DYmJ0-B7!#v66bp4Bv3BpkupzBJAm+DLox9l(% zX4?j=!XAS{7o0`7MV7Z3ao%>mj}j5IYrpBvCv6$v9ksd=atJz=n)$yLnG9FWoW=P1 z5Zv{TpFTCK3oIXvw{)X9b5c;s3XS>t#zs~`4h-QBqN0P7lO3jl4ft@y`pT>|z8O)ZK%8~e1^p90TceQx z%|v2irB-1_BzOf6Ah>_92HH{Wz26jx(;q|T20J@=4a4V402o>aX;u3GrX2x|qt&xB z7rS%D@~4N&>pIbI6oEI)w?19wwO;;!0JAPa;=&U?rLtHYh|*EW)s=N&do)_`oV}!%Ua=h625+$(B`ZGCx3u) zh$-5UdM<_wb-<M2q4y$i9nDMW=?;;a2>A zOyh)A2UgUwcXH~>ka_DeR0sk?4=ne0QzTJjWF)^{c1w>Vj+Mn>G(we4Kp?pp2l+_r z*`Y3yA^)Bta0X*n4qFGQm)TkU*M__%CL@!{Et``y*!6Yj`SX!%eU|vDDS#wHYEzm7 zz9Z}FarNg%mYU)Q5ev?i>Ebr`o2?%`d2)Z+*WTWK8cdd){<2#!=XOlSfgZ?`z-qkt z>u(tC(J7x6|Y&Z8ww6ZHne95 z54OgW2RO%LVtU@+ufOvtJ^$;MFPT|cXQ4CNsEFAt*hlgV9Ex#0m5wxkOcL^g3ho{4 zHuRN_N~3(i82qjA>-*2N`OY8>1dVWHy9VCNPmY0?<1AmB3U->#gsQ{WM(i+L!@1X= zGRn9P2mbk0F433|WVFz&ccTqpQyE`>H6Uh(23XTgGue=b8&7fc7?*PgAkqWoFMO3I zRn)>&oEePGl7PBeTLCIIFgW~Ed^%)z-b70WC;{NacHFDHk2e}sTQ`tv)CNLx< zsxT`v6AYyYElGQ7s;iqaQ~?hmKjNs#(2&{exZDo#&C8d*m&sk0u7u*GZ7U^C+J+s) zgd^4Bh~pt;B@vDjC(-CCTdzij(7$=L-&dSK=-8l=KxQi)u&m_N72CEs*EKQuJ7 z>$#X!OVI9a2Y*h)GpC-6lv+M{dFJoL#Ka8y3}-=O#o0$%vfFM-;e@72UY_-e*ww~s zN@P%)lcC~2*REX)3gJPQs|QJOH~Yjd}r^+qA-xYlXU2O1`-~*^b=>D)I$jr`FA#&gE2-$u zpFefm`_M2%Qc}_fgK$?$8X6KNy)1=qZYO|SY)&R?Q0aYKfU}_`3X=%aBFw{dbl9(R z06OghQ0(I3!Baj={?6VW5tEwdxZ4RxGg+TpbN+DWEZEP411LOtdY>N>iuhWxa~Tu76COpgrMz$wB>#4(5ow|zP~ZJ&Mg zy$qa_x8dZc850xJ$7BqkkmbId__QazEJDF)=;?ak2M{^*<{$|k31Qn1M5=Hax*>!K z?;odgWWZdk5$jF8V7Ndq4y-OR^F@()#&O&rMmstO7du8hBZ`EYdwc3+q6s_EStO^U77IC<^oG z=|MnB$REHV2lEgNc%BP4qpuf7K7HENp2(dZ&>W0Yg=vYYsY{ECHvtHNp!i;F5VbTc zU<_Sk`H(lkQ@J3FK0CqStG6RN z<6q^I7QA=9H*GCm{4N4aZ=(>rV~aCfbW99fUY?kgbh-w`AK;*_uCA|t?%l(XotGT| zQy`TChMT(3ja8hJ13ujUCGLa{+l@BRHHYFzRRvR8|1+c6TEOhn`a_Va1`_~sAn^}| zLuG}4Az6Yav_S?8D2k1V|16-;_r5+Gg!DF=vw940fqH1YDk}Q@`}gz9Mtq0!&eb$` zh5zopy#X9g-ur4TI{Qi%G>&>`K*5biM|}CqQun}2=tJOgDIl^!m4baiqGNlDK1Za)Q z+6QQ#-;2r`{wMb0m4W&chn?&LYPehB*%zPxTm(Bg;Nmh`zOcJ;K0gzVDziIJd9Jid zGOFeR;x#Ty0wn)dBVaRY1qC50M5;`6K!xt_>~46SJZgV^40s7i;25>P;qNnjOTz|A z0R9LXyxeyNin5M#(cf|E?w5C4>gj|huGS++<*-;-7b{G`YtuRFr&2mv_eLw;`E8Of zk(Yq<4K8~I@=(!INGC_h&U83Ef)StV0*JQ?2bVVaO8at1ql@^LK@8imSxR$p>a)cg zSjy2F!$l4fT_Bp{6$-&p;8ee~3lwLg2L7P|r(SFPg+oO^_uwyF>BWzlKd58SV0;T~ zyE+6cauva4Ma`N_%Ub{&gzYU=Q0ew=u-oBHere(p|IdxKxCGMbv2 z$$U3H7grfX<6J%XS$RRJX$(wTr3mnS3FK%TJ(e|RitPBlE>JC+TT6sHfg2=o; z+aJ2vc@c@kq@^)W2L3#gHp+j&0Lr?JTK!Wj_4@7av(tF@@%1$XV4oQ2&vAkDtE?>>OG^)!Zk&zD>TO8?-xlU?O#-iodv5^`*ndnvT5jK5 z_x<-TZ(z2d?FfTj6Dts5hjT%esJXd$-dzeA4}}kojj>#Qu5;#%MLB17$Bo_Z`mVLb z=ZF7_%)voo`()&@4pJ}k5l-HL0TU@H>65A+=v0;G%#({kT#HE*__3{+6&je~*jN3N zSyh?c9grZo0fspF`8a*IJsq+o<#gtLqQ&{g@{+1X?{)_ZZ*; z1nE(U_1hl+Q@5W#>+&zexQNl6E`_lcr)H7lK_Cz~&2lBCS7!2*KvvrVIK=%;Xebus zLGJo)_15J3jUU=89D_Nj+dehnIR?GI@bL-)11WG;X^Z+`zkq;%Z692o+QPynuBeFL zU!fKdFv0QpL6H*-2f*^m@PJY<7;2LP;Yxc3Vr&~QpfQ(_kdUP02iw*s50=4{@+B@V z!tZuxf*k0@_B@8d{8B5-KX$?ykBsij@eB+A8{F*Z=+Fd`R!2t>(2(!@a%?+p5HJNl z9+v^gSs6=)mRwK6W+dfPyevBl3B1~8-GZa>yZb*{LF<0V6y_gpoyh@iZeU(~ia1yA z)g7eXi?(+EMM`k#_QJ|mWkTQ5*^eq}>rxWusz z5`)2W*zvBz8GgxV0SS3b{6X_n&kVJ=~P&WRW7pNfsbR1AKjBbX+ z(2fDqXy}aAtOUBI%Q5jxW|i^ zDxQsa;@+=8ftxfZgUT%6ZsBXob;csLV3>N9hMKVhkyU}u2lQWROJ!%n>EqRvVL*%D zw|_2S2B;XfhXDG6mvztD`O6E}PM+IDh+JI2^4iYzhbj39a!-tX#Ia_hvNHOCC!t)Z zUSWQ~I%o!vm~aKAv{{^>poLnyt?n(^;NshHHwz9M9RqvId!PWzwGt~pR8pN3G_C0C z_!P!yReX5?E(qfjT=(d!cUXr8CaOT3>&imJ`dqyVq9-1yK&MyZ_8QEe|@TJbTH51JB}bXYnz=R|jlbpxosI~YoSiLeeRd3&s{c#D6r+zO$mN%%MZa>Wtef-q!S$7XJo z^)bJ3tHiYC^XDsp+Yk>YCnq`A;bM^6Kco8SjR_Vrg-4`W_gQa>AXp_sf_>&!wi@i1 zULuiBPE5DEfWVux_db@c%~XvlOFr)^Zrkz*tTX{DlUkfVv(JS@HE*}Ec}72Y&;W)U zVBW#5Ew=e=%0QgVK3kRsaf{$1yvb*s+5f}+JD=XEFoD%W4?mJEiE$opgpiV<7M)iN zE*kfOQuT-PDU@pdBf- zngJ>qps+luJrXLywiM}Mj#LhA$;PN+(Yl)D&sb86^vb!%N!RntM2Q*8vPG*yCzvlf z6r|3CV{~1l%3hfClfI}WCbcc%83v0rPwA#Mt}s%=P1(C8&b2snGGuC4e~y3%mGsYj zl^+uZ86>|_2M3#?3W8D1D$_@z$Jy~5Y$NX^{I@*n8SCXU;L2IPNApzcxzVih3JSD~ zE2aTH71WzERTTw#+2+GRxi4zm(sw@gy{o#K;UlfF5k(j4SzizW;<8ID`qS#kNcD)@ zWKX+A*l!v{xlC_nc|LTsl~=y$+c%j<`D-if13wAtsk_WR7ZsJatH0>#kf==lRCV+d5NjXurL6%a+Q?+4X!a1E(mPto6fG$jr+f?1tzyEZULQ zQVT6g`|H;)Y1d%^1V~8XlD->+3cjD*);A{DFmX~nPi_YCBP<$(iwu+k%gS~~+heE- z$N1mg3~_Ywc9|U2a_j$G7*X1sA%k0d!ch@3YE;O)+&xe+A}KW%^+cP=({rdm(@|)o z6eFraXe{lXk$HoNQCWF?KbqCNKDZKK*wWGxaEHKs<>wh0$AnJ-9cgmZ1@6rA-N<+b zmLs^0eE{L?@4<*wNy8QRxW5~myWMT)K<2%vLwCEr$k%*iTZ)kT@lY~9+e2yztDxBk zSIu?8pErMQ%BWvUldNz~)ax&c_>gB-5{gv2h>15-PS!HNs&>PQd6i+%beomI=g08J z_^+uX?=bHirWDq-vWYIbkK1D&9PRbR)|>lCb5yvE?Z(MXdx8JFy>YB$R^dD#NypC4 z{^JxrFtE+Uz4!5g>5o6r(a}xZQ<`5SV?cMtc5YcG4?h0(Cg#_WwKh&`30?QhL5#Bw@eN#%6scW3Pqi!(i{bjD)D?XhdalH~e?Azbu(<|#9TiS5k-COCJPTRGtltE)Eyz=;Z z?&`j;(V_nI@9^V_qqlde&0!6uF_d);ag8$C&uL-IA?LeIb35Px@4cwbM|zSo`wt7G zUv!`Gusn|n?$nE^aqyFNq>V(cti&sy2A=*o0u#8~TQ=Vhq`-p9?Xt;%zH4Bu9f^?g zuUR6hQa$u16`v0UC1Jn3z$U<5M9PedT<&|^+$D+*7+SyS;v&70*sL!VkoBuPJmTYD zJ*I?}&YQY?dng^rWZr0birB&$&Gvq+nqmC)Zo2-)Z=xTBo=dGy3r#6mk0yWE+FT1* zYOkv4I{7U)V#`45;5O~1uspe26U4|kN+7yYmvqq%Lxax6%qh8BGk`um;RsqIKSJVsi0aIccm^YY3w!KHGKRj%KE zP|m5%yRzA8DOF>!@nU6*#BM=}?h^~dy;QzO;eV$X)H@J#rPehPRqHahzkD&S{;IG`vFySuoV&W_-f1bl+~-cIkKUiBPDiyx7~m5E`}ZGA!Lt`$j;u$NXXlYLiXN!hmgIqSF%TTlFa-0(sg}4zu)&be#deD@w<=X z?w{+piue0`o#*-7kH_Q1>tmHL-*ficW68S1%|^uBpc7|pXXo=$Y=7yhy7J|hOJk*G zFi|=9y-|0y!2MtshL>K>KL)cMPyWRHfPVTDBD>VCxP!SiQuU3wxohsDBO@c_XYKf> z?fWnuM*7CJetvbrVx6r$Y=9s6Q^(` z%WwVhoj2Ni(l2EA>)KkcVvH_P)pQKs=$N~=n9EVs^5=7(SonzflzJ~-G^pAochN6< zGJF5*_p9RyY(C$Z+|Cz-i@NZ*;wVwS_rx%1S-qol)WOMDlk+LwPTwlsSYfvA-iDW($LTl;@tJW$dsj;i+>Ve99X~4!naBa zpr3GOfycT~X*}-jFD@#I=Ci;Lj@oidGN43v`|kHCeZESL&W$4aRcTBzd)xUywSd3Y zrSuBh+|3aD{oFE=s?@piZDLxvE@t+m+tYOq!f=gFgG-((i2pe7@6btIsO7Nr_tdDYG3CaCAO zm6I{7*W*a6KbY05AX>Q5V=-Y;;y4h1iEZv;#6d!YlJO4+z`9y@a(n>zB?Vvl=I>L0 zbMUuSM$?OZTe%^QJ26Ss_#}q?1Ja#$vrR8dGn~9`kXVfI@TekK7enhCZopf9pcC1@-s(0fMXPJo%d-q@;N@ySuo{uCCGL`G|Vs-8F97rb~LH4%3&8JFi>4(yhF{c)igWpUG~+Qc#{)PxF$an67Kr zMBn4A%VPViQ-%rEL@|V`KeBke=vVV(TFyVYIoq7Mx%eij9wyCX`+V$@l9Jlm+5rrA z)zvSz^55!FF|}KZkbDxZS5fep!|sQwY)_5r@J{vPV7fGBf{Bz;0{(>bmrIJZ-8sJZ ztKV^|B^DZ} z;~%;Oe%H$$9v!U^SCEA1@X66svFp*HT(yPoBjR@$)nBR|sp*ApxsRq8mM`3-qFhB6 zJOIdyA0cJKryH!S82~3Px5kM=&D)4AocV*-<1!nQ{RFnv_X*QKq>gJrY>iE82M+1Q@V3rRuvqR9&P`VMl}o_9M|kW~D(zPU)Ve!_43q2t*`qu`Ic;$hu` zQMm-cp^3un(c;mY?_sw@WKkE_C-g;j$?CVIy*JX90)vC~UKmVKEw za7=T^!fbtp*M&TGd18Kk`}emGPSVANW+S&O;zdu^qqWpof6l&pcbWX_MARj5a#K@N z>9?1s=jS70W8JrAnp}Uc_x0rDus^`V$LBKAE!TiiHca&F)+a`xXOrCLl59bhe6%e|lnKTc=5T4-6FCFUFZ_d2`NUa{A~Q@n8TM@efx01_%psA6o?v zjT}t{6$z$;#Y#p;?VrM2Kh=Dyd*QRPk?gPQyctH0`oHeZ#NMf&=-*j3|7!mLpW1o! zQxpd&bE&fJ%-sDU?VOyaYoxwn9ev3;`Bw#_EiT-$zkVPW6q0g{4<*7K{!nwg(7SY< znEshN#g5{oOPzV|b`^2TG2;c4mr+q#91~x!Gd3%kTUgAK4+-atqE3F-NejtmzJ4BN z*oA@dz-NpQ$Lw{f*?c77<%XV~o~fsE$j=R-l=~+~B*RA3m-(Nc!N>?K;%fZm{VmiR zL;d`Zoxaji>0xcR%~vxnc9}zRcqTdR^)99T zMxk3dXbOmPdQn!BrhBPcpVYnji7+s_{Ijl?(R_Xq6dK7~ZvFYrpFe*HC~m$D2*A&m zy?4)NA}Px6fjdvBm6_RS&Z>~(2+jq5t0Eo2d|jiCH|-sxPy4uyN2(T-(?{$^4O>R8 zeNDQ;XEi!PiF-p;=H(0{MgpbyFaJUj`{6vPM%@?hA|igRPsYTw=8~j#a3naZkDsG@x~bx`)r!w@wY7~Ib&ND0#Je@98h6IDs7^977v)}_nHk9nY6~xY z^k~)k8y@M1(tNLCnLkqvdysIs%t^EuJuwx=lXp7RZ-?k!y}A;-Z|cHYl9^?|a;&JR zteM4e^I2DL*hL2!30*p^`QPJK?2(CjnHLx6LuTanGp~Ge`}uIY2|xmnIf%LLnn%&u z5SY+K?)Fjh$*d|c)g>iIO=4k)i}0vNaA;i7Qa(9$ckm<@ptq^OB`%=#u(27rZOz8^ zY$L>QRp|mG%XeQBhHBxr6_f<0ZE84hYM=Q2)W^g~D{yyh{B_?=Sco>l&FJU=-t;a@ z$tuV&?ohalQX|ZB+c!%H_Wb9ILQTIE}p`ENuP2Ek{tiC(CNmYbX{j(Fyfh|fF$!oRBDSmL``&MMRxI~xka4^4XbEv!(GfVStR-7bR`FVY z7xyN}FWAM$z{tTjUF%r4UcU01indFBVSmq%FV=NZkgwErQJ$|W1}lEXpe!lCfIi^G zJBKeH=6wA8!a3;xCe|E8O@NQTyUbYbxqwLzMii8u_PVkmRd$q>+PM>_##HhA_~t9G zp*QCibPWwhv*t#NHDs!v`aArwDf9ml&D%Ndam4$>ud~CDv}0MVJv?&vq_%~ce@>uT zrw|&Vc|g6ek!7UZ?8Crd5KzlI6iRa3WFUCb(LUn5Gn`lGeqrOAuUaVs+%a|6vlti{ ztRZT8?)Jd%`uDdmqKT>%vm^=WoKwn=!TQ#?R;I1WR7q%!B z28MX?E3GF?+U8B(rE2h_o^Q=f&Q+e}A=v|c6%6qxVD$X5xGpRr60`b}jdJM~Zr1l# z*PRmZiKUh$EEUd1W4ZOw^kS2!)MG#16u(5%d)F`{BSXFT*+X-4^QTX*#oH|PCPLtA zz40OJRoe@35@E%&r$1~hPLkBt+6u}0K-4u=B_+xDWrgkbw5LyO{ag7|I|m~buumoCHWbY*uEa9;qcXDKs1t_pyV?#D~X z!9JocFnmIK=pg!zf$=#Duv!o8?09}_w4hj+nW6X8evJbD;mI0cLavL7#vSC$Cbv0O zS5&nA^Y<`K?C?{CZDI^3u4}Lbb%(OIVmh>P-$PJC# z(w~!EslDUkPbm7#-o8}68+v*{bRt!-bm+GMG9RElwP9)sAF>1DJ@(rY=bxKO2srkFVcrlwQNHH@?UK-BRkyTJ2!N*?#gf+10fV~2|gA-6S z$F=V%K7=MKQS=ue#$qMP9y_;bp4n&U6MBSGgXr)Ofa8t=Dy(rq6~&Y9@-f?A)3} z#bk)sNBNw4470u0HcEGmR$%~OnbG$(?IHDpM3>p=Mn5+`cmwZ|y_}ck*+@5rOX6!) z>G2+8LqmMmuFXM5hoSCcbo7Jxwbj+ukF2U;TH*xTFtiVUoTFJ9pb#bME||KBy@SJO ze9w6g6UzY5C+{T3%nrNeC4EYu01;~HYsmNmw{*Qfog^a3MDs(q(q1jq{8i)$?T#Gt za&y;!SYiZMnfkqC;+a8}cS)Vi1uA@pyW>{MY%ULd{NXU6aTysI8FqKt1y63LFU>^3 z9yvz@*5~0-d&?ANEk%BQxR-jmy5>m*=xNExpWzh_cKZ@gEEzq2^d3l-+EsS=U zi>AZO_$6l{KosbDX*0KP-*&@yv-AFV=fxEcjv$qCs6($J2?)CBzJdZvctV0YORU)u zIT_hy_EO^>y8RpTefJl=%sc>*%>SMMFSVBT%g$yWvB zc(vHIJWbjiFuEv7wG6ldE$OD&nVCJZZWIZf@CVzwJK@@4_ZqMsbJ;G)9qDQqw7+9} zcMOQs%j{AS{_;PA4T1LZE-oab_d`sFug_OvN-m#(-UBANfp}cW2-_Dg00bx-Wb$~a zhth1Swx(Ng3?Nr_`@ipCVPUbxPE@HVFybj`_yX;5Ud;Nt=l@*MZ1Tob-Bh+3=XD^1 z-W2Wo{_*z9mnV>i$*}M$lESR~3UzOMG8ZHz-W*!Qd4aDr>jakp_ncZV%D%o}!x&ML znVI=+YJB|QTa9bO&fcC=Ruarfv$L{@=|wvSWfg?Ce6Vnp?`2;R5cmTWyL6VUygX6& z{T;yWWb~QPxvmxhCve-DRXQOC%p8>tMq|k44nFdtsLX8Wm+QMgNK59|dV5z&wcfDG zkn54_3Kt$@&{iM!v(AJf;9!t4gEiU%`xGb}HGkefiDg^78t1$~nMy>=M-;_;wLB#f zOEemF@p&CUzTgiyg4jQ6IMdIX&bd~RdHLwkOc_io4?Jd+O~POA^ZA*!B2lPXk4@io zbqr<8ZSK0W^a3z9`?g9IllgjL?S}v(^uMIsWZhys5WM*&XaRS>%9)DOLRU8qyfZjt zRv(^uF`LGHc*qM^^O!<61Cu?+y1UU2w)zPM2Mb4?9xF1LTbF&fO=fmUc&KY8!2zwHts{POnR!qKlhTCiilTxk+*_alt7vMP z&b$=%IIQSOE=@A{QhM#H#|uc#R08tR1H2L$TUj#l@@2P;)A9^*y>M-to$l=|y?aMy z`F$2h&dlV0fR$*z6IrT>2h%R?534_Z#6(49)=?`JqsB_r?C7bpwOu13B8<$;ek?CP ze?Y;n0Fch378sTUP>gZO>@~%Tx<^~i&&)Jf87AfV@&&1#E#Fpq`OibCyEYl-1t0J9 zD^w=Nx3@p&Kj{FUm@zQd7B1D6;nMw4AUq^wb1qyVEZyU9tHsd3AjcxFnk|O#aPdNe zl4`Y|f9-WX^AYjperTE%6>%9lGADnHl9Xn%w6wJQxw>k;94F3oF9T^23VNGex^xLC zUL&G;o?nbNv2MiAD_4%9R((^9k8Ws?G%Ri^xn6=#Y>4)c^L>{XYi@`bvq-gHw^Vm}h>WUBc)3?)s!G&RsTW2n&w?PEASK z9BpW57%Q`oEl-vH4wPju&DO7X7E?QK!4D7R>nTLEB}jNLC0-;Yy?gg=l#dArvJ zzSLq$^1fDwtm|i|ofcyq&ENKrE5Cm{H$U$y;46ZzK!-oMh~zZaTc@Xnvt zvr10V=XwT{0^80}b5ql@3fa!g=IG(!p`gR6%vyK_N^z|{Y6yDP(YqHS2z(`N7rWO6 zGD#nQf*1~iyM&30yl3a<=YgjW5WjTCFa7<>FZ*4+AD=J9F*Gz}6N4z*+&y5jxe(Bx z{kZqQ$neZG^#jgd08v4h*MO&#*J<=4Sxm+;GRV6g5Ez&lo%A8}5FHyEo1LAVpU+vz zax^Pd5=^X^5b(x8I!OBGYH`o?KNx3oM<{%@VXjdWH)^m_gul)FYrIl|K9{!=M=|vN z8%5v3D}46+(a9qr(WWZBZEgNL->0W9T)e2Hu0E0yoQ_jwH6`E9$e%m%8%atFt{;QT z2H3X!@>kza#mULD02U>}c@6)BVL}CIwD^|IlP3vat%2kmaW9Ym00|NjlQxdiJgnxU z*h>$%q6i;kcy)DE_{GeZyMDxN9AwDvmrTeTaMtW7xwuqCbk5+w->6`g_k2Lz1!#9W z2OIqV6P=PSsYB~(dXz$ZRY%9Pdzzi9@Vio$|Xy@67!Vn zXJ@!y)bcLhc#}ETq~wV{hFJeSFEXVEDi2&*W6zjfGY{bTV{r@zqupdkE0|Q4&_m&uwDlb6aem(onRE;vq){(iaiiLbpU*4y@Yhb_h(&V;MMQhkw(|q03(GaaLIgMSv0UJV@ zJ9G2<_udP}#qCl4*(r1*Kami$5q;NnEXDUz%&3F?X{wX)d9CDE`B@+pLl6p)|+mJS_CLjNk@u%tsZ6DivbH zErQyvOy;W8@;=6>o`6S!+2N|U4%A{j+Z5_o=?oR|mb*VE5p&EsC`B|wEZ8f9xI!CIN}`i5ewWL>&+ZvJci6Up;F7#A6=@fgK<$Wq_G zu}eAkRYK*K|9KZqMur;4i>3@lC&t_`esgmz5)$H`irTE{5f+Xa-9EBujdSc?kK%sD z4dNR5Di<$agp4i<03lCs8BY~aPPI(_D;@H`|1VY)1R(_F_WkoKohmy#5)%5`2GIR5 zvjq4~Y#{Q(aZ25>LKK%S%`Yx4Mg+Fu>>Ad4orNlA7SM_RRh~)rrRKMU`ny;$QBtl2 zdgH6TiH#6UfUtT9$t*V;kgv=>dt%zJ46tce+zPh`c-?TWmLF}@>385ih-BADkqHHc zF93&Pe-`ZQK!&`>Kjju46@6d3+zF8m*&4V=N9O^l-!Oe0FqNQ^GJXG7s^#?Y&LG7G z=%S3Uoj$kqm#18R4h~RKQjmdB2@${tNSs&LgL!1?&su{?kA4j*3|JeJkQ(sSZr)r68JxeXm{~Sj8OZ#4Hupm`Bu=2?Qu6}Xaf*K* za0tr?dijuaEx>Sg z^?bPPy<7qPn=&Clva~u3Wh$e_t&#m;M9^r2#Kc3Dtfa_oSnP_Spr#hGoTz}i-#8t( z02{+i%c)-Q*#X|N^(^#?6h0YiNN8xHl`e9G;!j|sAt$c|PFtMRylwM!)f^Mo+Fi*1 znjF^0N;{_g0mN{9JU%RJW;KGE&phL?3G#cra9Q_NvQ(bK{=x;kbMZ^oYU_uG%c0C1Ve15G4PzxxcBtA(p0UmU=bsa8=G&oNHdt)%;6Xb)l*R9lg7#Tp zI-PZeg@s?^!2G|a%HB|K1okw`jSk_LwF1HuG_)4q3h$0<2Gd26(A;8SiLsg*DmxF_ zSRPC;AB;aaT(qFA?gQ~B<9PSoa0St2=%k$-9|7j4zIj`&*1QLNT`q}Mty^UYxrvO7 z4Crg+n7vw^0O6|-w$O;tO%TWA)3xkPs0ZrA-1g)r=btU~FSV2I z;W2N4_KO>606FU_d((7H*JIl%_L8ECgMOV*-L{CY#`{;Lzin> z87QpvdwnEoHI#*H#rvG?`cv%5<49q@(Jsa;jGs?`dIm*nm6del97K1WNdzJ#@%{UA zCIs8&I#o}Mi%@X|w#KV+yD6!ZZGG+sRBX9Eg_<82wBdGO4)=|9DcDk671S)bt>RJ@ zO87NDKJ@E@%h|qo4N}0gJ3b`s@0)R3ltu4;94`-gdj6{5m^z1CMhAeR=_|Mu5UMLI zxc_Ew0Ic_WHznz4Ut%IGlo6FJdvYxO;D&wO*@05skse z-`?Kd2hxFE;35!4fNX&0T-GDj()~18c-lB#-?(V8oAxT@mp5oWRRYo#8^BJ&Jr!dP z&lG=!1;LP##{{8Qmsw6mM@Ls7pjm2u`8eT95De;^?d*nj^dUg$K=rIpx%vzo%|aLK z%A840rR%T^j{jR8B~3iT(p!mV0W%K~2M#Ao5Tn zT=Ao|*x%t<_#V2}u}21n5k>0502^gKDv2&*=wTjv%kJEOrY+w?waPH4TUpbU+o%iM)J?9>$FtfxQnDHg7Jnk(?G8#?hJc_ zeue_Ki{7QNmR3eYE?DNM|NHMk4k5`Lm;3tG#^6M7?RJt;BZVK&UosN@?-%{M60VG7 zdeJZFc^|h~lm9%zqP!f8WV0S~INnZ59xrQx<1Hk-NQ-zwMh2AaNNFIAg+$!L5-V4t zl_iAWBHzl7CNJ~Fv%hbHyIQa=fnM(xq-w?a z|M@9#bYzGz>Dsuia|5460rx02)!eZ=eB2xVHkQ91=#NIzt#FO#Pl8X-@1c`Jv9Opu z?$G%{pW04ZW*HRQMz`7S|9f4(#YVFBMM(jN-1(az4^`mEDKLg5FlH-`;?8~3R-oT( zTk@|70q~abn5AvoCsz}8r$zlgXZ&5z<>xcRboY`~oEuJ#Dd2$0t*{w=YX%NCr~iEE zYbd*w$Oe{xBrxDmAq7|&C%t?b)ZRqE@^&{^P+ANqS9Bo_hzo4dSb!as0ISE_f25;B zHhR^<<*hx5gZOXQKn9fTo0I!R!ulPNV0oBCVR2~M4!l3jr{6#et?JGu7}Zw3n8m5C z_xJ?-90-0lR5E&DYQdhYW9)nC2V(f1!$!3B#bHxj;~)}>B&|Ibj6dDs5?C3PYW{t6 zq-Fe_7c=xHdo3_Z*-T=41%CB2CS1=gvHQ%ZY@mSLx(RtDF$u|gOIK%SB0Av_7d6CH zgX|0&c$?|(5^|`MKk2Ha6H;#2u;C`JV8eSE_^k|DY#R8d=1%XVj{_M{-(f=dbqz4~ zAm%mbG7K1q05Ucp)Pwp5aRr*(SVIF$0<huHI&O zKVE58*WE_&*WNG$1zAwxn%k1p{H97Wn9_E3;moIZ%jOSAAF#L`ScsmQM@Aseja7&R zL*oo3x{jjQ!+<3)fnR_vn#ZH&Z|;6dViFQa0XxO`kGUGbt`-~jL^k&o|HKl?LBgCT zddNh|!B9Yx2Rk6XR~_fix{wWz#5qjxy-Q1-at}>IlSL%r6nWC&tgSKsyITl%9FlqL zZ}yPyU3)2M@y~@y}0r&am)ACbtBU)`-k|a=3vE8M~yTc|L0S z^X7CTOh@gzXOWwj0M2e8CGt~mejTz)u&;+c2@>6LP5*I#y~OBb=(WneV@$fO{TL1|G;R%Hgywv0Z7on}Kg+Ms z!FPSvOdz2%QIgd)IdXwV6L-Vrvt)OX?Cq0hF8j`{@3pkXhHHm-tPJ$>?XS+g4A5~0 zh0BJ&zg>Yoo~QWxYXR}+{}L=e-g=P)ztw`ob9sZCfGg~5f+2}~i7|{t*x1;RYVh{t zYq)@RCDIh~j3`&HJv<5TIb9Kjd;eOSm$$cCp0F~_b(!}HOL6ojZ7uA2Bnx}PZ76R8TqX1;D%%>6Bywp-RTt_)(|rQ~$e8d|V##K!e%5Y$+I9M64c?y$qlQ2JUJgGpRhC21y@i&CeW7*!H9r zFsjyiBD-a$8I4>f)!eTsAz0D;6g4fDLvlMl&0MV|&;RpFqN1XZ!#Bw%g7z1Z_-xT~ zcr^SNe&tiCmO>HwH+=S@DfHZK3k%bn^3=diYVBpiHRnte&WkZFoieiI-vm=2cl0#6 ztt~;?pQ~94qGko&8Q9>i67PPljzNKq4?tc#^;1Y5$9g)bv&`WvZTyRj8{TmWZP%x*Oa+)OqX(A{V zA}2Gf6rMa`_#2BbXuGPgI3RApUCGzs4wFbzKo$r-2G5vcpg}VI3egV{Ig9G6`(NKSnvJ0`grB>L(?__4y`o!@e)%eIQ!#A zXH3pJoM&a`e)i^DoXuzQXIA=Nw|GwNGGDtdgsVsC~hGuuc2N3QQh2IPCi1k(vUW0NMsWuqIu1SD_9Xf0P^xuU=Zf5Cr<-=_+)x zkX1at`p+stjt-DmFvJd)jE2OZ7wtzv4;)s2K_HYyz`F_FUxj)K&Kv@9eb6GLG2lEn zbx)l~7!$Il@iJtmh4xn-LqM9k<1!@*th)8Lmv1*b!noS{oy1Bbwy>caGoEVLM`*vq*OX6?b#K!e>Jo@u9 zdLWEK^OHI_Nt0pu9XhSUAj)*A2Qs@o>?EqO6 zETx+u#U&7u%rsUGCc&4H?6}eVUq^|C33>#l-Z8)zp1GpZQ&T}BG7Dr3GL}1`8S!JH z@@F7tt$K!HB6R0=RtA3nxb$O7I1)TWT~+@Y#mf{DL6_m1h^OIK08e9xq)bS|4GIRR zx0jcfRe`N$4>;L3le*Oo90p||91Y403sJ^#&&NuZAD})o}OM=I@InJ^`d~* zXP(C+Wmf+UeF49<<+0N2;&j-7)hUusKYBj)A%Ua87tS67$t=BBM_&CmYvTp|Ru_X>*@|8t zxW7XeLz8<`?3nc*Pr7dn)jTwE?)1lZ%f*Yv3J9{Zck0*iRD3JY$KGRyz}X9I`sYZ1 zsmD6?nZOVDic3`FE(9LApiZP7qSQzOC~>u1v14IlTYeiJECkhG$NHc^a0GOh7G`c6 zHs4u2+3w&RJq7}kC&;%zxO3l5L7d@;x-^(zob8{YP(mQ~zYTo#`Y9rSl5 zv_+IM3|A?+p2}ET7eJp5v{MT%e*JiRaI~DnX_#Ip4GAEXwh%x(yJMvwBA)Po#t?5p zGC!~-rIvh`Zx8*%{1xs*$>Cvfe*C(LKhZqu)3#-e8Z$Ts- zyFf$p$p-lUWVg!9UV$9S1G87E*{VT9SdVd#SaQ0_ak;R`A;}_(Gg1uG@h>4Q$68u~ z9(vVn? z%8J)l7}6ck5(*^vn|DQX8+Q}Zi$a%X0o22wp=nsIU{)fX0x2livHbnhPgwsdWrrOg z_LT)?Ml{mk?~fQ+?a8q#Se9R#A-GV;P8!h*d~n|@&~d!7;EPVnBton>`dC*H-4~cz zcNj5|8v%{MCk{7tKRKzWs6cjZYI^e z;pO4~VurNPc77@-3h;+Uk21eCVg+%@0pmeR;w)v(}4qqGWGma-%O8bwROD=4(9L= zMEi%FqPI`_Ks#I!6O;>IVdHu^79OqY#{P7I2ncB~HZBi*-%cY5_zTZHH2F!t6XN#I z*zFu0j1*Qti1YXK^n~8Cw`0x0dNp)4`vrpiPWSa&ogR|O7iA|W0Kg!LIt2VeLh{CB zBf9DAUvUvIXfCd=9Ua*)o(AMx(YhRf=}1V74@PU8`re5{0c=dNnKxCga3m=pASqO( z#otF{qKG=#r3TmFiFPRZSip+3jMknAdI0nd(y2m&Cegj`-avC41VMISHJU5H%wn|W zZ)$~U$3v~1O}w}1l#AbOg8iA2Ot*=plA#=mY&lm!YiXUDTpw5PViH!!qe@Er1 zxmo{SQ7)+?$@ZnbyU4BnNyF1xWe@Hr#EPcIfdk44P7s=piq>=gHTVe1M;d`5h=bA} zn>hTCOme3?c7+0qR>Zkz-}hZ#aXLKkOVyY{!tL2$am{+vH6&u&0|9y(kt5t<^Kx9D z08K2z_U4E40`TSLt?Vy{H%1aY5?9R=dQ8f8O!KxW+lbhlPaRglkuR~ylcyJ`>zz+8hDb_(@MuD+P z0EBH=dGx)IN6db|gmVpA2}?^L`ELlO?1U(m_~_n3f%=j;ng|ecoqgc$w}H!wE@T&xB?8451%djTAm4)&9@exX4mq$yB;m3t8S>=#JqA_X_YJ-VN@iC-QhKJr;j7Ky#jKO@r3+|6w4RWRs+LSCp_YaynvhP9U>0Hn0 zv&X(m@nG!jGi=V#lcBtD0r{-r#_o@|!ysnpRd^zfcL|aA`1@IqVJt(fj(i$a8^@#i za0}l!nZxAP(_+zTBmvo=DYs-e<9pHpmY?%$FN!ciI3j}E zF~A0={Fz+00Nih)5VYc8mKzqi01}27_OI4u-`{k0b#3wI-g|-c6|_+=k4pc!&|=;( zc-`VSZTx7YYY%z4Tr^MHQ!Za0pOn;8DHLj4_g*q|f?&*uX}|{o6{6em8vic>5w~+> z0YQ)JLbz~<$tFE<>`Mx8qId~pT#>RDjAF5;1u03Xtv+o5v;{RAC3*1LRrWuaCmpQq(&b}epyd0vuD#=MV)Q?YDysJ`SIdXp^n>{^iio_j+sqb%NYxLYgi0=~b#bOhUH5 z@ilVXCkJqsz_>f!QbPCBb^&Cf?2NbP+8{fJ*9<_nK^0|eWK>wsTP>nDqLBX)i8~h5 zn|XTW@<);h$%Y04oGEYXy`}gQ_Of$63O~OFmqFA8v@alX78`>ohn?SY1t_%0^&^6L zFznQ|>`U^EkEb6eB_s2R?Y20*5&1gV$dc~*Wx|q5M`- zRt`Uv>i>c>Jo4gi(dE)b^^1VA4^*VM?n(Ufts(Rt7+=#;kmOD;F3*kl;s&Ibo1d39G}=V$gC7pindUK5)7U z@x&=2cIQqvXZ4A<6TX1M>d1RQ)B*?_2HUAgB2Zs7$S)$TrG#X)Je9hT?`WLGw|KmN zBoDbOkg5>21d$d(mUeXIOMf%K>Y)j1z!e1}{H2YJlQ6(kY9NGI(JJfy_me3$+X z;=4u~PGtZm^}Uy%cs4|YcaSQjBQjI(4b2+k>4SO~c;h;cA@%nQq+c}lDCwR*ko!+n zdJvmMNh9Z+kj%|hU^vQfeEmjCFf|hRey{yae@dRikxl*qkSJj}D?ctcX$~!@bbG|I z^;%&n64it$$2vecaq20BoI=tkt0_+RR5|VR`cBolO9hZc-B>lHQI1b@^BIlGcO#dJsmE|9hZ zr?*csx5#Go0}=vH3u5ih$qDzvAr4f9f1voAgE0zFIt_E`<{-v!;R3{>*Rb~kZK0@O zsx~Cdkh1(Y%+#2K?)$D!V&nf>1LHCBG^U@b^oH*N-#zyxlt#pYD#W3M7#>d?rSJhx z?qBcS;Ct%5znhMf139_~lV(}W#fP@zb)(`#KW zE|4QogISigx7T}1bF~g+ijN^ei!U&ZgU^jO_@rrnaw-I@M#K%Z-Cw_c6}60yQwzl+ zz2w7VA-IeMu=kD|Sibu^k6<(Re__w0A}UQ1Zm5kZE5vVnDWPP3qZi((fVctogMf9D zO={ajRmt&cm@7tcot3G!zXAT7lm#oQ1%2vSfj>;mdD8t_y>d|>>E=*F3S%~q(bvIQ z=k{~q;a@}g{951*dVNq9?#+{{F3z72k+V?@LCuWEsty}`NKCgHg@zr$9kZG04dgJD z6D55WME~5Yvasiw1)$MtUYv;QjFd7K+@w2NPTzzPw@*xhT&R&gFX3-N)FXxFkb<3v z!uC3>^MpwxCBG_ZYXiUMwo4iEXWRb zew3=8jSRXk<-jAfNjA}UbbyWLtBFVSvF}=%gnZnYq#}!-&sLvyx3zk52adu~37;JP ztf6~}-)8B!I@0H&1}1~>FG*$D=1h#|=03#m54V8?8m6zyj$&O178iGy#Tdp`o?Z*6 zUYf9mD8kb>qj}#-NTYq+%b$}va4mimJZnrRLM23*Cqg z*!+Yg{KfI7$`^*S0#w2e!z_}e^;xdk83XK!NjB2$UA1Tf)U9&N{Xh#Mzi?p-knPak zgBjQ5(}rd&=FPtR(Byjmem##&55}_vp>MvUA|1Bx$>Wj%g<``jG`rLnNEf<^)3 zW4FeVTZsso2N{SvZ6)m(LYEuc5C45&;4l;(Q_Z+tSm)i*hC!IQ`$xRcd(>~Q z852G(ox+Ax;?1qMgfL;{cU%fVNlrxcf@qH8%2PsbPqT!!@*wI$@93_VM@Aa_pCd{n zp~KGt@>OuBI-j{m-2|x33gsJwW=1az?cwq%k7^jz0eB9I=XD@G{B(1NP5x{YIAF80 z(BS4McITI+4ln5^h#S}T>x6J zt1U&wGl{s}(R_v#2z)+nL$HEB`}?(r+a2H~v#ss|;j=eTWTaGqfSIaZ6 z$-s5J(q95eX?4Bx6#=TbgALvnJN4eqcD!X;CK)buB=50t*$o}!!`3IaXk#PhSH6>V z^qI@;cW`cMGIf_-xN7&%#5d^v&(7xNJz`f-h+@1BJ=8A3(6R)Ej$g|*!`TJeQGqlM zKUCau%+~6bLV>dh6){gca+UyXHSo?3I7n3%}t3lsD*7zqyUKHMg zc5h8j4hO`xGO@KwTDPZj4+-`7o(u%7jZe>>d2X01=y=nb7#)`#0Zj?IcEgi{`}ZX; z0~__z+1OA__Gd}O$)mS>_J1u51G;V_BkH>w z$43YABtM}of^-CCj?+naYvAA_Dns*NgI+^%oc8 z%{Hq=UfX-d@E6||(#<+PihrZNzEo_?`_}mEr`4jh=7CPS#t?)IG^S)E)I*GITWLIuVObg?7v*epL$QNQwf|Fmc_#VCYR zZ>Xow+_SC9Kt4q^mz{om%)wL7ZF=u=jF|Yt*8XmD>N}flxMSM_9-2b?3ths*HP_}f z6#ARF&K+ER`qHp_NU+#))v=H^T>j(I9>y+9BDPxIhl5|-@CK|;8OhT1;k)Hlj&5_k zi7ro>7Qz1kU+|x1NWMRynZ$h^ARzo6tDY3wiFirWxoZkSYBZLzHQK zsB23Lom_d2nD)u3{pVlVAkL+9-WCDL?^$c+*A44KJp69*hMFnk{uvfzvmg za@qRR<|ktcYXh-=)c6r~97qY;73{E-wbFK_BwxwFeTJeqRG}5peAevMT1UJfFQp=* z87*-A`o@sq-G-EFEjFLjom^R)f{OyK=I`OG>HcXrNHmKse z#2imff&el?!V`rhuBJ;cFSzx`;X&@eJH zC0kAFX36yGzT$Qek;=U6lR`CHCw1MQXLOi&c{hTej`F>@vSEPUmTG!zS5i!%*2X`? zoHI|m%FY;nD}UWIwbLau^rr7q66|VBcWLJz!;3Xlf%Y+?w3c$O58qg>X+|U$o&28f z;D}#w+X<~SA7$~1ECa}|Qk5F#&#hVKItFS3p{EP-ADFgT5U5P+M$K{spG*7+ItF0Ug%pnmT6pbE z9gR#zTh+D+Jy!oPpK?porX&8&^dn)sZs(uS37Bb^XFPX}; z@jn`he1+9#Q_`@M`%-cxu&aBjQgdY~e%BU+aGDA_6`-Q0+~;PpZFz4Z!~XuRy5lT#!tBiU(q*d&j5s3^kgz4tbcym}OHCuP70Qhc9DWLI+(Cc1BS8D?gV0r;fh~V$k2~K9hraixSNDYx zD-(Rgycx*RwW5aOnomNzBHbPT(&3j?+v-!x*G1tosXZn0{lv6oD}(WFlt+E2$m!x6 zCmUt0b$LpkmX2bDBJ-DLXE|Qxtv54RXQ~$(J0q=%-qhcBmP~#$?+3gk zY)LP;S@rT|hua=ow3Hk6qL$gP{;_s?hEzWwO6&k*{TuV2Tl*za40d>1%65=U1Ci->}j zbiVF=9Z<=X5^;KRqIyApX(&j;_%J4dNkN6qOzS~~qlTaprSHbOs^PwinlKvr2wNvw zR1vcaGvHfkKL>PA02X%+4=+=%t~NeCzP#K~TwEN~2&AQ7o6LZQ2dG1T8y+5>nyLdw zX_x+5=gHocEBACwJ^C0p9+v%?^|t%*#AV%o%<>f}^CxQ*^Ok{Vhvzq@*DPfeSEMAQ zshe(UT+wCbv0fw=qF~o%mkuf}=_{CY!xDx!UKUvd1pTZl7+{fC=Qy7%Oz2~1F!%gx zv*iu5k&$=j#*H22vD@WjLRjVw|Fq|e7ETjW)Q?f!whN2tc-AyOBsUPEAo{`%bH3qh z_Pp%WCbP@@?>|3@@ucsBgF-JP0np7x(EX4`HZ?WvfkXn{ZEPIEkfQu?c+EC7$G%{4 zTXp$li;*YG4kt6gWrgH*&`yslCtUw1^Nrr zlf{dHb=PYZl>$PWf_-r%KJc_1OE{V7A2|4i$D1r#ycc$0A5V7L=dm63Pox32f3yq(UCes(qx9REW-x}H*V=YRSXo>E=e&<3dWl>UOuRbp9%50zfegZUO2bN8! zWu6zN;&wdz^oig>Q;ue;|E`Zj{oBIx{& zHZE>|tG2hUL*APyJv?T^?QQfXz$WZOOA-@?0QF&gTI$Xfxk0ZP$=yl2hQv>{NJ4o6 zT3pHs*AmnvT3Zz@symtjP4USuZZ9%_1D&^*2Ql~-y!d^s@65+ip4xv73%fWUNaldO zAGx(zIM)cQ=6hM?Z8uckm=D^XVMDKyoiY11O@sMZW?yPV zsX^~JY3ySek>zAqd5pZJIA_OeZY3{8+TSI8L&D+e#CPdLxPDv0G(%M>@sFTWNNzYW zU1!?kt-*6IUgUHYy5H4X`icEOQ?KdV7Mh;_=vRJczuKb<O+|3k27axsrsPd$eNU3 zvNv-qobu-Fr22v4i#w$4k?+IiA3s%EOTw6irTxB8@6fh0pGTh$CP)cFV3JPmfcVt$ zA}`CwI%2&be>5Y0?kgsPU+rFBNzv4LTSbp#Qs$`4wzxXdrl8YBX1ymzG7ekUC_l{W zMuKSMPhi6iVY`OZ;i*LlsXRgdNDF9ds625xQ>CYVG6$@Ydb`yQfC`EDFias$_b~Nh zd)7?J1QU(Pqd;Vn z>=b;<*RUqdmp0^C7Q*YuWN&xRm}V3asrvnXW;c@al~P=McY@*CT9N>AgJ~Lzq;3Dk z7?2p4T?6xE0w6E}woYbf#x(id%q(&l1im|E9Q*N?4PwCf(ZeoWq;%cx!C@RMG)Bs| zH9A{Kj5(9Fg@qff4_V$jT~_Aa9Nxu$txORkUL^MKf7|r`=oDaUBw!~^|`0#3=-0cA9)L1 z*L@dNQ~hS9b(a3=M8EDMU>PWUO1M{8^}fG~ckd0o&?5wDkQVn2riR&>FD9-SO z^W_uAq%a-v@`G^0H>XyD*h76A{Rd1ML~7pQ6UuC*N9NB+Ot5q)t4Ax&u8kNOG)yGh z*J&?>usk@BpL=& z>di$_ADIO${*!}9tY&+=>4vjMFH1{(mJiL5k!kfko!oK|lBtXUEF2yU;Pur*A`J3A z^&>`~J-!_fN#dM}OB;$jB;XyP9p`Z!Gx|`iA}2Qn$nfL-s!mq}*vwj_Fgc|$nWKNW zW-pJ{Hpc4d-kJ|#PV{}HGa!>SVE`63rr4NklS*6muNK2k*OLbUJZwfY6_LqdLu_^p zpWEFENJnvVKNLbfcR98TCcsR~hP*yXj>Oe3ci0+LwbAVCNFt30H4x3o$^HG_NDG(R z4#*Z(8C$)w>kLvDIY+|P(`>mu(Er$WykyLiB_T1ZlsA9p0dzt{K(zBR0boQ$-a_!3 zb*=XfeSGK+J0Q~Axa4ovX74Gv7L{woddUe0s7x4MSD-LuM4VGpUGsae$5Y8 z^8i-!OB1-3<2;+4$6*1j;f=$?hfXBk9U7qC9Pv!78h{6K+W;*9wxYqBAH)E~Yxrzm zZt}CH0B#rslO1$vKyaDs&H?&AY^`^ncWAP>{?-XOz)}Gq=01%O)6#k$j|>`1?I<(9{@X<3CvExw(4yXV8T7*HO?q85+}7uZbkaR1lPfAJfa@MWBPRejmXeZD!Y{#aVEtur z%Z!-465J{I{w@hv1~Evw0hL5RBAqFe@9ga@03{Q6|M^axnGszQ3iO6_l#p2#&tAFyA6L=aH-E(9D;ut@;qnj8fL zI;wwR2t4D{a+D1K!a9XJf*~X<%wJnZT$~}k4n#h!JGMu8?xj?BYrtLr^)thVWoNn7 z+sf(yn3nsGR>kE7O_mQrQ&p@U8+ zD&eFAo;sAHzlrw5D&iTa!(2@2A%Ur!g z0CWu-1=L7U=MFV-+m|ePrlT2!=wRfm8s^KShhlp9>Y!ng z=qu2in4)l^!%+mhHuH5f4*JYAQeQB=%6l&5uR85n=RWlV_Y`Yjf)I1K*pwL7F87KC z-9W3FsZ<3IpVNuLVU-0%1l$cShr@f|xd|1RN*ZmJ`^{|BPFcX03Ml$C+b;907Ty9T zE}%;GwE&GRo|x)!FsL;`tepUh)Hm^)mU-i+L-+eD>z~3C$QKUsq+`4&D)?$xyu7?l zmSxT|uyAmIMiRm-)-Rd^5e_4V%^Rnp(x6jFVGT^wLK#0+nPyF^eW%KsHDgv0^JkO9 z{KDB8K@n&OtIAiV@ij4Vdwt!%ehc)h4%gRHu=u+{;yG90%A^5(d*y0XKo!jh7;9}A z_KD1IK5J_M45iXFP*ValL=jtiW^x`LeC1dE2Gy?R*Qps9v?F!{SB1uSi!v=Vm_9teFvL8E!Am%HK2ZZ z08=lM(}iDeG@O<3`DrGL(Se(V=v`l*SoOcJCc7E%NYV~H0Jd1GhU_?txuQrT@T z@8bhV;rjs~mB!S#z3asi8)1To8^F`~!l3c$8XnN^x~ySH92hS`yRz z2NFbtBM6AV=9EMjD61V|m8e(e|5lg-kxN_F)?T2H;^&&=T$>?)4k`p-eS&vj;EsP- z;;Z!&ZPbq`Ztr<^2s@yrl=f>84~Ar!afWLX{ISHmSdZi>M0)hueCNdE;=RAd3DBtlZAGh6jg+JZ{ne z$nAX*GBPs2tAKHSnHIL5T7-RKleqAv^OXA? zPmdZx6;<&HzI21_02HkzwQHZqIYr(00^&Rv(?BI)UgpaxK)B+4y#cIkRjPd7)$-BG zh?CHWD(GS7b9UN85aa*Z+zc@45kz@$wi^kTV0WiPNQ*}PG`Q2J5m5X4x^3y0r@Qjk zi}^@CG-?iEKbK-wo+_FgvBgebW5b4q*JhS zOg-yaHGuy?F9HJkgZ=$qZz2Ezl!3*f4*{6!?kpN3z#B5^c_H-1nNUHKZ)YqCb>Tc zI&dwV9Vja(#1s^mf_(!JTh0K%pB0?vS(=uawcIIKfsTmCgBRM`ViM+lR>XSoip-Ga_{ARRNlJ{ey$Ck2Lo7_I)f~e_Vwbu`|HP7)|3ipHkHg{N{DL znF!=`7p*Ir(8ymuc}3DE&fn30SLz1+QO*sU+05?Y&e@VQS0UM&NKgvgx4f%^LzTO1 z7B;MsJ&1x=ch>@iPXOs5ngOZ=w_@_a=nGZ_mYk(>D%9+ZjEtp+@0hSERqWK5q+H)o zv|G)V%m#mN~+|DwU=i7LS+sTi8c0r7J(XXPaF7X_qjp5|x9cpC9))%*ct1fcDvsCjkfA zmo7FiB)a;vUub;37YDpj&LWS({L=#7FASCxCu=ADetv#{weSDfAGe+5yjlFL{*-nf zQVtjNto~F6w7{{Kz`z7@by~Jx(%M1zMl>8#9=J0%lK?Dmg3PgSD&YkbxpYdv^F(6$ zXtGkXL6S%n-L;jgl+Z))Q~?Q>y%J0%pZmfjIyUw|6t>peAH{tG0|HEe3?v6KK)(*a zz~%suJc)d8Us!6CPL5A7fFT!zjezWg*6l0E*k2eB=2S|BdWQ8$-z^|ZzZ|;LTI5Q{ zXuf!@{06ePGNC)SCYK`|VO&{I1bjwzhzJP@xwyDUNIHw6Od$ZKCmT1(Jke7ZOf_LT z%AVoZ;2uHWd9e?K&2X@=C^_lh|2@Y6b_U_sH^H{tGXn$+5CAF#Au1sIHKs}XEGJ;6 z3seYLLBtDeCblsHf5<2x95Gp>=nnT+ha%w1`TJ==MFKK+Y`?poC%ni(KIcsD^rG6@ z_*}L_GdLGpb;fvYvaVlMJMuq z%S|y5{yq2abf^Anm8967%l@xYlKLwNWo%>gSDA;A<2mntiS+#EN>VHw|3NtCXPmaB z2Ix4)7$e?EgNr`jrmha#7 znN686&R3nJNcpc{PFwt}=BZV|l8#Rwoc2-tINwNx3t5Xk=flT|eMYx*n1Mq35(!V6-^mgV z`WV?Dcahqq{T#Apvm9`cscec6}M45uzO$;T^KZ&Q-O9~=iZ~L?i zZS@zp_x0v_vyO|ckrT%1LH#Gg|9N2jt8@Mj6{Hv$nCZlf%}vdm2pL%z=>%=9Y#kKs z^bL*agp5C#8yYK!3eX9dJ2}c3I|$lZ+u7O}+c*)j(}~+S89Uh7TIo9(6PoB-IU3Xb z=fi-BgYiEosvR!ws-lTvK(Bby`!v9rDJf~Sp}T}Ltf4OW5eaQ1tp|lRK)Nt@Y0C@A zucMO6zrvhZft8nPt=Hk8x~>zHl~tXQ8b0QD=*}*<@6h^O+-M6H_y1Fhd;jhtAB3f5 z`$$~-IxBl@ob;zhCOm}q$s;o4Y%{lOVMo?iRt4X>ous0rSZyDZypHSn{nPTvCiM9o zvW}OBq%wSKXw>vL8O0E5YiV~yH8Xie_Gj|_{ohAt9)ok~9EP0im5b}WnbN#-p<&X! z&~;5tl)#G-C+H(nma4RL9(*1Gx51diQm{UlEanSBlmK3aB$Q0538zry+`;dkMtTyV z6H7Ln5|yf-KG9)`X3Q(V8BS%e(n{ zndO#0qGe_Iosj!dDP0o>*UL@b%+}aXz?56W5E5r|!UyGUp7 zIrHa}tb5VcKONqHrt_RO*{TPWfz+>~b`1KwCMz=CL!prgZ{=>5y_>v+`lnlYpLQ3U zL^>gx;6Uy~)lP{>L=- zb{7z!lLPmj@Ge6ySM+)|yDZ|E?@;9K2nr^^<02t--Voa2Er{n||8VS;YtT!#oN@iM zxqa>l3wy%@jg%6CZl$CW|gA&eMVC3*Q>uc5{AgzRz&byZ`m=`FxBZ z3-9%!`z_b%HG<91c^5Qw6`ETTOzC&6jx|6K>BtVbDvRwh?8?S(OwUox@ro zOSpV&b%HDyClwP)xP%%4VUT?jvr}R`qJx$3+X(0cSx8IIUhtnXDk*kQAt9rIgm1i$ zE63nqC8{?&C48R>iH7D5^g>tMVoLeMStGb=IK0w^Gf#f$OTzm)3NKG~_JE%<+VK;&)rW2exAZmY zZ>?V}gXFk6o6Ua`af>-T-6x^HmT-mRl@O^^er^5d#w&EpVK7S9Z42|69p3XIs<^$N z`-3nQXY_S-B%Qw(mi3J7Z>z0Df$KqCh(3PY0i75foy(C6amuK2;PuV==f5}I;L0!t z&NviqE&b#{sPyfg)209L-q} z1C*%qt%#@BzdmpFeFV8>3jS10pxNF1j;}cK(qT^t8Fau6`fo!+YEfT6Z}`XoxtYWO zPL`k1TdF*tv{_jBje0+%>iyUsB~H^>NT%tBA?K;%8^_)p6?w5zalbM%-afOB?vpU8FQL(Gzjxy z>xp8=|+x<@WQMSRomT2ZeX2u^}b`(Dw>#`li)jZKX} z!0k}{O@qncTHQtY>_%1XLdP2zMd{bB!a1Or+~lI2;^%Y-3A9!1EG*Hu+S8oPuMV_ zlrfM+36q&y#HB2th^)0s4QlEn0xn!v$D-4r_OG1S0L@yq(o6`!52XF|rSD(Ii! z$p7l=X3-rdjAY`OqxEdozE(6vO+o=<6=hOp#q)uYn}uXpxnnjZOw0$_hiwAwZIC>46=%16lJFGW@6<|}(;53cAip6L5$tQG*-7E@wXU@B;>%Ch3_ozh0 zoVUnQ5xLf{-+YEP|4*H4{w>{3m6?B81j>3WQ>iu{yAh!zHpLa zNDo&j-$>3X;)=J|w%*vAqL)FiC#^YCqAOUcqsdbg{FB5zua@a_ZR54)=NB!5a7r?C zrW7R8C9_zOd46RrW*W@SV1Xw4+HhRA2+`9mmPxR&0vE)8SXG&Xl&iHLWs-(#!yXOT|pl-%Mv)lT` z;h>?J1uP2`z1Vc&4y|nb*3c@$pFfVX3_g@1pi_jx;`>Mbh9ly^0{saa#|<6}t2hjz zzfH`IO7JJq-eVu`F73@Yi&kxq8IHa<*b9!1bG?k>5)bBJH-^W7M^6@P^s z+uwJ?>bDA$kTCv2H_vYq4QFAB@(ZBEk}MLU(9QZ9PsHv{P)R zt4PplbWiw~#3n&xKUXkJR4TTJ;^VOp-&}wm8B2zRSX7q~9G7Uy{(h_=+t+(xHL-vZ z3I8NoK_Lx;4qg;8rAyGQ7`!B-ipxiwq_RYvS)NM6z_e_mZt|efIp6RVw~_hubXmTk zLt1CBo04LFQskQpwMs(#OuyQilR^bWX`Z5&o;?xknU@hb`G$8-u_@VtZhG_esfciX zA_O&QrGzs0e1A?}BYpUYBYa=?6-nssIx122M^XRgDekm;)39v9rxl7|3@)mV5jG7OIcg4B@gF^%eAAVQcM(0t;(tE zT{bO)$E_hPOT{~Zq-j~QyUZW`@Rd|jsyEJq^W#+X_k6O;<)^MUrpr8+2c@M$>UC1m zuX)_6+~aul`0^&tsvUbCxPEe802Tfqaz;}alDO#w?=v>@*A#Y3iNF9wq_vx0V61R?* z$z*4M`pyQMv8%sd{`{-gc|^)p@SLQwa`D2^5Y{Dp`44rPgt(BBI{6vF$WmG9?i?g9 zw09!u8W#m40}2?U$xO=V4|`J%L-VDc<09#`LVu8q zRqRiDdG*{I_hL4-ick3^6AEMUB5DKF`kjd^y`rI|+-31-U-cAJALm`RYhcg`WR=Y&NOOfG)I=; zQa&M`qc^f>P%KGz!im;`gPHB4YDMvz+?|eE^H{2T^@g$jQPo@|BNPoeoPd=-Zq8+4 zSGl|Ms_54WG78voj7my{kldpg$`e$-YIi1Z!sB=^MomZ4f{~QpEw+@Q7PaV1<;+YM zyBsc+wZH;4cNu?=+p+U#3VMXl~=lwLi zk4gwj!OiY>Xm0Usg>2(<#pMwI1hWD{}pxl&toBstStW_7BZz_ZHv>3@+iaiq|dvAwdt^|>+{~nnB3eC+m3`q zSRV(9WIRSARN;NT_@ie=^3RVkzwjs}mA*oK?O&Wv{GFU`nvuM|u{nIUHgRD@iMZU1 z%1aO)C#OL9Eka&?BP+l~VqpkT~wAsI@w(~*J3#vgk81w1jI_hoG)%( zSeaCzR8(|X)aUN+=FH2S0s+`|d51s2WwLhmiF?X|f?QSJNx+k~W z=+V+EI9PV={J@Xv?M;7o*P#1#tDN}fBRr|WN#m=BcaU>W-(JOH6cv7-SdN}HFy1>8 z*Kl0G9-HfNTZkRW4RriJ^!C1&6SI%IZVF+esf|tXLCI2a*tDLz zN`})Vpn)!NaJT>VK&d$uSBEB1HIaa4%TyZ&Qef&tvkra;36#CyW`2Z2L@RMS{4kW=4{Kp0cQ8ujFwUCX9$jO^arI@}!osnaEf$bl6#C&z_uCO%M809#Q_`L`q;OZUY?MRvfsS9!8BJ_?d)8jUsS0C>AYL>N6RLQ;yb{}O`xeMzl|JGq$|<1fDX5@dt;B~*bm{K=~^IQ_DKb*&1gG&&t~1vbR=vdi#8JDoxhusjv9} z{DMa-Wby?{gD<>%XWff>Db6DW?htTr;R%s&O2z2@#IT@D%TCQ=H8LIcUD+dcWZZFAfJJI z1P#~kyh`G#_3;<69@z2B4KIsw1@Iuq=_155w(v(B;j8EOD*U7#H;-^ih8khN>;{z*L<&^-B&CaTo5VNY^sB} zv=x`l@&XEl&)5%2rw5};f}UR;G8rvJ=dSDy>E|6e3^vF1?j)z#ukh&fUp8JNQN zcrTIR7#P=2v_%`z6mrgR7TQz^WG%~3e0zG7W?1BQLt~SEx__&0p=eP}dGL#<$CZJ) za)+7a`APtv^!g2^fS%A$=+8E^Tib9YiAD`-Ghy-$iX^itUC89{lizd_MA{5J0{M5S zzY#>$zD5P`!bOXQOcx0m2AZXH;mAQqzDy2*;HlK@;}4qs6o7oo@V%hfg5!+9M{q)) z+j~eAFW{7)*;3uX`i0%^V)OLUrUeaOVFWSh7ZN3}&*00DVMW+ONy&`Aco^t#^0`Z? zAY6^1tVMP&*vhcq1^ zzKangHCg{^Q)a7)RzXx)yJ$$S8oD$*S=TKyRoCWS`tFb`nk$EIxaym*f2wwBZ-mhB zWPA-Zc2@GLZJO0vna9?s*)TD@@pe?6O0loEny{$U-H)Lxp#P(`2|D$<;Vr-Sw4jf+BspFj=1UU)kkU->Va1j7vf z&G*oYm~dCqqV`;hxT>DbMUK8%mb47I^7fXk@Z>ndut)L6tq{<+@7GkGWRSAhwm5dA z1s(-ANxS7&-4vTQ+76(viTS1=3K1E^Ts~0caaR|X;z6eBP!_(=&W?n(r~3AI_>BRDE9Bj``;QV{7@j-F zZM1>*wPEfP^!+UDPSELM@@`m?Im~0p)5eyfFZd;U$8Mb~^f@G@)G~7X&d?ZYK7DMP z;DHX7L`>LpY7Nd@$h8YEILB6BBe!{iC2z{wqBPvo7Mb}Rx}BxouZT6+hBv&}ankaY z&8^%J;b4lMQ+Orz%dj~u%OScGTDjBHBhtVEYuRbd^*57;2U}I>dM$5zAujicSJp)% zcqPW%kqtZ=B$(?tG<)B-*;-~U0-J8qC#~cKzm>Er$`EZ`)HV~8_r4i4Xs>U+x=-P3 z479Pp8MIhPTb$evJ9L$mn&1J`=?W_g$=_VBp7=^p$S0wS-W|8S>xO3TF2Xc_ZFc4> z_!@nuza86dFHG-K1j&-RH$-vT&Y~i%nB@Q+y2HI-5K+Tt#Bwoo$dI)=w@w7NgK%Bn zC5Iq)em2|o*&fRM-h6hE+4{Vh1>+L~7S{p)>p^PgkzWX~KXsiL1{4-Sa0^yH1Pz{6 z_sC5%kI{Z7;Qm`=kd7pRHTu3B#~*RHHhMhAg^?wzy`T48OEqt*e%@(`|58$O5ery> zfQOii`D~xM3vCj&8lh^LN`a6E>v#MvYfi~Vhsw;-$gO;cm8^FIg3I`Yg>BWhiYQ z&G_=P>!u8}?g!gYPN}cvx_13fkwS}))Qi)6;Duc{u71vDQH5KU(AT5!RZ!|ANSt`@ zkQ-?w{8+SQ!Mw>Bju!juHJ{he##^ZxiyDwIe+@ki>9mkd5WP z?GCcD|8LnHWM^Sw|M&JXhv{#W&_o}5hl{gTCN4ulOQK7$QD;isO4Mf>sP{D2MRK!< z3;2=aU2_Rn#KUuhA}H=u-(a62>L5#Tp+tp+R~CR%IxA;KV|cji9nf5(fvE=0WWWNX0#GghDC+b1Fxy*HR4OW}Jjdw_J67wvOpAc1 z3ObjE#yJ}zix(ZwQk7QD?`SmgY-2MrfX1e^sp&Qfi3m{2Z)|GvZvfJJ-yElt?6P9t zVT!>*^Ehr59%AJ{*(i%)qM@Vz1aK7K0Sk1P1O@P(3N=(>2Z$QT2na~XU2=dag+T=dibVF=JppgAC~0wT(%7@>97EQ8EHvt@ zfbw}yLqh{F6frS2M)6MsAeym00Q|amJ2*I)o|XpSFN#pFO{`u;+jR+Tg)xp0F-ss z@+FY;h)YQDdV079Q1oXHHz1fWn#oItS!27558-gRr@YqTvg8K+OBVAe9~23VDE0=L zhrK>XNJz+sxLI#ZQ&>7MHZE@R2dt{9D(QkUggbG{jmK%=94)cMYwVZ80B$aHgVJQd zC*X&&DkM~RNSwn8fVfb??3|piylWdT=&e&wR^c&UET_)t5EoYgEUnxCkdz|&6EZQ* zXI6-^+D1+-X-$Xn%_mYtT>Oid1i&8ya5f(rK+g$C0F*5dA3eB*1iD~|hEfOvzhi*I2ef}SlcA)-!a@KZngp~5w3n0sgE^J_?c29Ek~RW@f zEjgs_;7LIlxjM|_Qz=`UP%R~#P*j+_Lf0o4hB4igP$2yH>16l*I(C=Ir0}0>5uJu$ zd~rYa6zI0fAOA>B0qdsH9iGyS=6JijNa|q~cIl)kTXQV& z3&OLaI32gE&ro zC9YpvU2lGwbU^%DsvupldUH|@<%jpyP>35B2CRf)2xCEZEsrT^Kp!Jd+L)Bh3e)^* zJ<6gXtTKuDonPfH;Rd5<{9tjEIX|5C4XUruAM%T^B_<3t@FA zQ+8lA)mEx@p;q$WlDc|g9B!^O?Ik&F^gWuZT8LBla5}OL1+n&g(s^YyB5{jKD?-RX z<=-0!qKs)Stte`hmNvoMgGNRDo^2))MHT^qjbs1Rq%$~HW2`$U2W-(X%Sit#_4&GA z6XJ&Mlq`N?;K7M?1?6PB{N(o!BxDhI-NAs36S~s>cFCthOY)Q7ytkmY9wK!#|V>4!OCc$Z^7cHuoiIpSi3biZrFpMT2% z1fl_<*6ZE@XwU%aiI2i3n1aX$RrXHHCH0wqF2CKQK8u-EBh?aCBB!NAjAMLkm5)A9 zXP+tmN=0ZOIIh(qrQ_GzF#iVdo*=#f7kM~d*pA(af>A&k0Ly}7$W=Z@Lo+`1{H`Ek z*E^*ROqVaJydkU}iUQj`9ua@N+>Mx+ zm=6QIMJK+Yp`i_>uu!wHUCW~bk>$gw5{%hrKl!}8fDt0#Gwz5EylG)MY2iRgIqilE zhY^5=?MtlV{cs5#bBv#*yf;@%t@dp6&>{7jCXx~~;|ZoqlL5evW(5LD(L$5UXrVnI z2w(!!WVH?v@R&$h(S}EPV^vofjx>Pm?#qA|xv8%vdcFfSX}x7YTz`Xu0MpwwD+iI& z+pye1)7lhL)z#bU4-1GNWxyBqEgj$_`AYVPi8ze=*hz&W2*1S=*9qxuundpleZ+kK zB7R}4fehS`+vU0*6B8329^PuPRsU~d1ejnR>)~04FBmHfM{{JPq>y{wz@(`qpN{?O8mau=A_p|Ht|U^IfK;BH0X zHz2{)gU9d|+~&os9P7cIi^~K$C1^G=>3=TI`3+oDAwW&@z%jVbB1OxzH=we?1OqG7IYeq0 zk#3-}LQ(c~H1X})LewCKbC5$gCjXW{$PxA5j>l5nKONQ7RfGiTX|r#E0S|iESL}9B zfiMJNL4tLBYzu2$6a>F2zfgohIv#M85=Cdb+3^<44ZpqwABUx#2p#o=%ogo745JFK3*E8%BAV(&?s{GH^VJ(F$}^)huc{|>4ra)dI~w7-1UvUCHNG; zk3 z9uErr(Hc9iKVM5X5;9q$6GgY)F7tcZ{fP`dmt;-NL8`wcPa4e`Y zK%R7)N=sWC{bGE;_F`}v*^Hkr0F^-pj6FcU0Um^Iip4MUn0(x7(QQ7O`6o z>Z6C&;DpduW#@em`sb<;M8}cz>N9QRcOdo052N@x4-A}PKgbPjR;$WKZR9OIRrX~M zK^60o0|SzqJ!;%7LgGs5G|&4!D(iS{D+o5*HF{_iU+vYtny`o$!5kqJ2e6{~+E&c$ zL;Pl-W*(qsJ7NdmXcisuXV_ueOLZHeR{FDxF8#=#ouFd#-6AhK)7tpXbWBGF9Owej z|6V8E!tmLH%dO&af3p#z0|MkZ4GO!UCudYB|4by+R&KYWZB=hO=u8JH1WpGpbzkj# z)w=G`M-*r)v=egq-j8h+i@&w0_TeCN0*&3eP9y@ z*kNFyQVd8Ic^@?Eq?VLt`3+y{20$HbJ<|u(X-7#I^7m64GmbsOfYw>wVr=B1iU@JF&W9T7athp zCUeF+8IIzkFH{l$5|dCtCuF$+ z6Mzs#1IDEF1R44QyJL_O2?b0rM_o5?dg;7CI!F8wpeY(Eq8Ute36KF8f zz@kC!36NZ+KNN6y+*FRhTY+UJjDHGP%YrY-4R0Ph2M1sY>T-gIp1TH~s$zkdtbpLu zDFo5U$q7C4In>;EvapEA)y{Y)P;MC?{|@x6z!wXA8=7o7&L}}wIW}nWP{)%E4HK7L zQB*68WD1F?q`*aY`928^#i1NO~K&_xxtN zby!n!0-8j;!Ah}4?fO1 z>r@aXs%lTL%kug~#B9C6^6>OPu&ZW9ag;ax!Rk%04(rOHHFf;?o%7dPHrJ#k6@5u| z-amZPL#OLgSK?9qvEtYC%>~b?$;n2;X>79AnHO2FTio2&(0o}zYAWmRi~SgKSs_Hr z`4(;KdSom;Np?7ln5nbRkG+P+s!tCtM~S)()T%dv7Kj8}iCP^#o|_U!v9b+VOgC-P?d`Jt~aQpOsm^aG?tMHduny->Ry=lB6{56{~#ew2zgL1ZlPz7O%|+hK7A>ms#_ z0;K_z9bZCYBoW7aPp`K-I&LP0c^;FZ)DR7Q59eF-6%|j4^mOH1exP!yZDe&&q z6900DI3Ewu0^vT7=P_NOI?vQ)0E$fi_{R*0Xy}Foh8Ch+A3O5!5YLIr^w`E&C#gAf zGD9PVT$^P7RAJa)F(9JA{o$Knyd`CSD3v~dbb(G^`Wl1+7YbIxw*JL9WPlkd!t1f z@KwOynFNuY^hRxuvR69Z@|{Xb+ysYj!gTCT7QMB1IQnE^s4pZ0p$0TGIk~tzfPjH? z3bQW(&}F4f=Yx5*&k$$#pBTcB;r4@CV_YU)vEVQMQ30Zo~WqkO;lGP1#aL=dA`7}UY@w9 z9W#aD@Q*)}B3fx^sMnVjeKG;L;5@jfNWp>r!H|OtcH19`=S4LzOx5DG2L^r7Km*0< z3mo`-L}%Dopr4(sS?VdEx@^Eajj2@8L0|hF8GG?uKU{m1el{axwb{V%8ciP*7CF=G z*j;=(eWw;lm}Q2K9;E7-g$4q zw@$E91FUIlFWg3w+QVK!Y4P(Do0d^sea9W|_XU#3OU-VIriuy* zuf703J;HLD4<7=6HfyTnMpTD9%1#jfH5v0{it)$;*Cd=rC`28ylM(rlC8C4#m!uYptbPOVvvCMyH}^gCIL6y)Z)(C8ZPY z!Y^;9DjFI4U*3I_i+!B}0d?bYbV4(}H{~%|#P6?UMkx~M!GQ7IgQGR@J&8Y( z=Eb7Rp8!F7218pbLjwao6vLkI@oy_mHQX<1FY1?XUhiiw;d2j+niu4q%$sCe`{^Ka z-F|uV5*fQjo!$rrZXF>D;ADl{Rt93*m<1`jRMubN|3!3SMJIqd*6)#$swueV0(t_fzG0~XBU7EM_Yf3G3=hoqbH z5@@KPqoS^XKPxLMTU)GPdKetj8;}?WRLN@kmzS3p7q!)}VGVn_!~QSY-U6!Xck3Fp z0BMl!l2W?6yAe>jHr?H!fYRNqq>|FzDcvb0-Q9H`_@8*=JL9|ezUO7A1Gem6?I-4% zYppr4_%Yx!y@4VMXas&x*98xwxZwaaMX`CG}6-4^`0t(IG4SAgRH2=~! z0ZKl-;5e1wp$-nxv$MxDJjWa6Uj-G6hHrB4HS3%Tfo;=baOKM-h zy<`I`8SuY)srhVy(nB%g*}_!xR$T&UmWT32x9O%JfFS1BbW);81{LV^IbGvR$f@O=ctDcCr8;IH0|j zx`5SKYhV3TUZsK<$#*CTAy9*)%on;(Fz`G%Cqz;J!g*iME-b!rQQds?_RX7l;A$uVo;CgF7$AAj zM)dL>aJeF08UgA$izU#=(SXp?${@zSs9Fr=K zB85@r5BX;XO<{yt4_Rt1ApRdz;j+10l6K25fkmVh}PWx`!6iM#!kwY zi*S@;MmxPLe-~&ap#$vfUPFUi*t@>@J}Y=b^lTv7qwBrahocol-Wo}lgM*Xgk8%!; zYeK4p;s|62Hr2orMx;ADIvUAtc7~@09-EXjdRfmm4-m0?w))u@UicOi(A_pp*%Vx7LMz?$nvv?Fli$eoE0fu|KY5{{z$ssAcD{eB2EEp zq|gT*KE69(+&8qZE4F z)LQC&e;3hcJV-d~;V1R%59!F}uTNn072dvS_nSib+kFFp9t1DZ^R^{L*iDdnN-=y| zXYnnBg;GAPKn0_&ScpFEDTt*AhC$j+%0b9M0&5gKzMvK8Q7t-s)hG1?nzR|ApGo}m z_BDWvybL||dtjeJ{2(9XXDcA^B+GibRFowj%v1I8T&NcyYxT^z#^aJ{jM0U-O-T`( z7+AL9Im%DyZ;>hf0N$bSO>c7LP))}3Vv7PxUW;VW#zcZc!3gmq-l<+~g8Z6K;|ADZ z5s({_*{yvBY1PZ0lmUq&oPMR+1Tp$5%=ed-z`h9<`5t5@TQ5ZU=Ma{7yl$}F^4iNk zk{lf$b!q zB@TJY%*2${Z;_R6v=s0vY4JgzVCoDAH=J1aC*W^@Ole_KUlpMECz;r4`hRK4cuu9_ z|CGXk0-`MUr^VihQxh8pM@K%=0O!21G$MA3sKnN->p)#BwtWRm6(&%5KBGZ`w|#pFiCQZk=1o1Du+)#!R;Zi}B2M z7E%6C(;IT~Rb=mrw*2D8H}&Xfq9;(_hrH1&$;3jiNoL^SQQp2FerwX(Ojs)bqQE!c z$bnK&5Iqf-r*F)0T8#BJ2EIL*Bo~^catLrjn}48W|DsHNEC8DtTkWWSE@&nZo7Lx2NN6LkB2y z53*DUW?!E_(Luc-dPjT=B%$)PWj6Q`iiI}9fn=jMhS%#fECXAcp_U%=cCJos` zFl0;jl2!rN>9X!D_-Y9=__ zC=7J;1XVGmpuqo|*hDMKJ+f!W;Ml(?2ze;A{!axV4`L1UN{;#tt~Q4B%65*1k7Xiq zdX}Kcn~8y5NYCEz@mGX|Ma4x$-wNwlnCjb^(n>mjZy@xdRuF3gQ!8Wo52jXvR`#a< z`1#>IB8K)5J5w76YdcWm&HPx6EoN$G?;vcV2VP;Km(ly%_l)2~A50A#Ozer-8Cd>S zKmK?FkC*z_oB!KY|MT#ViW85Q{C~bmF$+Co`-e0Bb=87a#ukRew2X}Og7%Py4tI7| z2G9Wi*Y~tc;0Iwno4>WmKm3=Vlkwx#5wkKe(#z_({PhDPCkM;pi9h_+P|w1^K(G3b z=6VKtB?m*x_uws$zau1M?V>?U%g)3~{BQzdMkY3fhtp~iKmIo;Ava`txc9$R!vDv6 zXZf$6*#Eq+|L+1F%*2eWe|;=W#Eg%RonDNCn33V3m*5?}7$@B}C)VkOBxOElZwE@91Ou=vQ;ak2Tv3>`2GoT}N_F(pM<4 z@4=n;y2eOEB1;BFjYhjNH&9a|p3p-d$XAgG!ck|BsJnGD!wyI#e3%;`qW`+*G;$p2 zJ1bfRw##f9X7bS4kw(|y-J6NsW|Tr9H`oSkH%1pvxKgUG-dxR&^LSY;Fn;wsA|sRa^?Obje>5~UR)4~ zw36m>4LNZ)5^zV=^$@m&41I0J`!;Ng>G%1NK(JQpPwkc@j>jQVr*&=Wk_$7kM#PD; z;7DDB9eKI;Gc@;Jv|dae#V;zFrqJC+J5hKYQfUSSoh62ouY;D~V^l{K2u_sXh`ZLk z!F8$64Q#R%$_&{^G50Thy;V5jNxT|5J)y{Qh%#MGb7c`KTDVR1riOw!h=H&#_fn8N z$JN;&bT>TjP+P&`1SS8Bk77Rz@*{^aoAI;du6_n2h~71W^*WV4-=nQB|$dOdf6=dhr`2}*DCfOZ*tNoH+&TpPH zJy+*&v)L#`-#crn#Wt#z8b&zJ&f>_H%sPH^X{zET|E&VuDDmA=NVsXJjLa_Ho@o|$o+TvMGDb;bURsvf2Nv=0+mZ9`vOx@ z5?`s6M|DSX@Rs83h_3mfR&T)?oUc^8ekVRTnQ!~zbP^8o)+!)$!`OfS@<7Wu?^$&4 zLB}4;dyY3wbeeUXkpqHDoJX7uJnX{mqNz;H+ZS6vqU}8qtj|0{>rVbNLgl)$%!3BQFYkWnExEs2r4-E&LcVu6fsY^cqj`n? z_1!m#mPj8#v8`5#8zh5oj`X$(9)-4<>B0+a*d&m8H z@{&)SZ#L zA`KR|fA0$WZxv5s`OlqF|L??;SeXBdcoJyJGoKYe@xa>P-&wZ$p4C8~jzFS2Ehk}u zTlJp0Wkt}|Vsc2e&>ePV!C9Wp6p@4^8`*WJWGBqZ$tX+zC*rmtGqOS|@{)KGgUvvn zl=<1vJ|jo(Ppzz9@z1BSByE`-e_kb0z`YOG-J@o+LT=!Zhz>V>2C2aag2gAqTyGmi zJs3t+&LmJe&nx{xaDb+)LhH~aRmPh;=Nn+@AZWeTNrmExSOdB3F-M{HsQ9)Sa2r2 z+cCnSgW3gO_TOy(fi@By|1vbMjd9v`F3M>7ep?o8VmBvYUdw-q%WC%LRO199qSQX; zl57!y$w0^bK)`RD1<_HAR7B&ILpc%G8?lMS=ReY@`pX4r(c;8|U4q}|ISb^33nzAt zCM+}u6?F7^Ufwr?U7+)PXJq=G%)W-5{->zO_>dvvs8$2e~1ettR}^$73&#jN;m;za*G z?DCIU@qYp_|5P4hBW8ON|2${@V=w2wMkP!PoNWIEm8j2I&$6L- zBS+kS3fEU0y@?PpeTneel)GT+BjPUx1T7-XSzFC^BKsAGU7e;nGFoaj3>6=uD}{K{ z@Re}qdU+$48d^-}WyzKzuR5dqv~)>|&oS>zX=!_venqL4?(W>|6o0UA^kTcYq|iI= zI%e)zBQKGOW%Eo5J|296Tb&5Ly-&_-z383w<1*x7)(=eT$Dab@G)*sX z+7Eunl(%9o2jcx+T(szQ#0{+p%Je}#GEqe3D?Nq#&&Fs2&m@e%(-Sdo-(5~sVn03yn4C|5Ri+n7F5V~6$I0L>Q zYA8n3-cKi=1T{pN(Ft#51Sx*#=(SdeMf#e=X|Bs1upj~%%ME>~4>gnqd+IJpw36sU zo~yXFPf1%?6>bBM-y~?rPc;{wB?byN4_8PRVa48s9ztj0ct6NW(BHtxJ{u zu{%W8j~5e1ujp_Qc3QS8Nw*hylzP?fVm`)S5`-6aNx8WU+E*D+qhj#VaBMM`uXVeK zscVyHR{rGSOH6BJiQMLMOG=TGZzFEj_eq)PPG8O4isEXa4RCd)imoVgVN-uEr71@S4jfuVg_szfZ1JQVOmEoMjUgel?X#RoQ(A3xR561-iK{de*0 zK5o6yLoUdU;xs`TWkc&Z8P*=39`6#wpLyop%8+rcyPp#Ld~Q`T-$j{dlBhWbH_|}% zs~71w#Ws&H9tp7*lkR6m)mJ7;+P*bT%V_&AS#ej;cZ8w41Zpt`yLAlGejZE^Jui96 zLNtUl4%_&ZT*GBM=F_*qEtI>=wH!?c>7-D+rOG1Ys;ruDgVB0t$=}a(i<<9uKdyYr zA$WDQJBPAZM;U`aOBCt0alPrj!f<1;c1}v^h3GKxq+#{d2`nWpy^;QBuG(krHg5_g zt)zIq8I5m-!FlO^^y1D(tjkn!{w%V$*VFDFG?VJ47)nf;M_pK2<&Thsv)C?U8O!Ye zzbczhVOwRtg0fMjz8ZbG{l zXcm!TekT$kB)&y;$lZkh^!nSk`7mW4f>$q3pjKjFUoDF0@_4O}OgUSAskDzc$Y^1I zXV9?YnXd3vu~3LAL%KTLrHiq{1YSlty_(oy3k^ZP%|(4*Z`}rvR6@}V9|ymlYzQ>7 z`AP`~O|Ct0Twf&qo~oWhYWYVh|K1*AkpF9Ahl8Sa0CNeoVB2er)ZSW&onfos!{)Q& zS~9!4&omjwY6jAC*hv!B0||pJOYT(*#cboW!EE7ie5K!;Phe#!P`FKUD$taz_S3{n zqI~6rvjrWW#5KnFX!E^pNbYx0fmJ~CCMaH`Nh*Z)o(3Vq?q@D#Blg&}OiNSrl{97D9y0Oq^TDG%0%nBcA=_0hE8 zZLeP!Bz6~=Gb|+DzZC*u?E5_xe*5II{K96wh7e{!h{OELKJ$h#z2byc~XTAX&fg<}Gj=E<-zcn_;jXegWq z^t=*`CqdoacP6*^84|r_0!C|wAC(Bn^1Ua&yR5H8DsgkGMw1m9Q=4A)-VY7OgXmS%n)XsQey#IF1pICq|Mq(6DRK%28rBd zSx=WBuJ__mE(}Jjlo9pzi-{s^b!i!I#A+;qSYLZbTc>fy8n3MXWMnSthfV->|jsh*u3n@ z3G~kUY@n;ufO^vveQ+?4pXO~~{-nHf4eiSB$T6({oK`(_V!9fK_Spu$VZA}h=vafz zdG*WG=b>2TEC|aEoizo<6MZ)Qiz*Y9BZ};=SPILnEwklgF|tIPbZ2&@9o*68s}NMB zg?^f7;4JxjUajWURPb~Z3J_}@I;#-+b7775DMae4-f2MxT$NIFMqf|Icw%c82J1K6 zaMa({CL($h4PxcnmZ%ngVXu>ia%#{h4xX;O2I)lIujS~S3owz`(#}4(cO@s|ZE>g4L*F^7CdE#qFA zt2@=T1iQjcz`+YpJb(W>GJ-#?8p0tnL9x$%q0hI*_#@+6{#(VLRNa&;>2NP@$xb4HYoefVpFH4aqv#2fQUVxcM( zMJg&S6l&gribAMevrwOf`Dv9HA60Z@-q(HxQRiOA0b7O3cG|LJ=xuyFIj~P9Nk=*r zK3e%VbNigq$kLtb#!_q}i+=`ug(96<|ya>BcQCPRJ`TFH{^y$zN z3A(Ry_F0}&9M2H@JJDZuT}jU5P{^zGsD`3Li!u=dzOdR(c2xU#l))1zITHjel1U+l zG6sa^s5UjP2-DkN^pvr1zG5X9Aa<(1Jh>7U3|jM=M#5q~Nb znpO-cbJU!)t-PZRd1}cf;1m0WQ^M|A9bwbbgnO2bkN6p1a36F%+Q6UuA%Yi?IKf}! z1N`-5{KGz66I)*L%0!)#Gmke_8h@d}T*Um~=u*1qmiFCJ@H9o(tQARG#k3{OB>%akc=azAVRzK z&dbf#f$fE>%@bcefAq?X;SrzT&seEo_g)BMk$%AJ34|dRc}ano)9t6CFu)sb`t=Kw zO|%WJ_=lYo$}m=*UsEBOM)3D=p*s6F@9f*+G;!Wn@Z?6cJGGGPrDYnV>&m3*rYsy7 zV4&Z4c2XaR+#V8_!gdwRmaW9~Q@aXHpfshWmA3d%)@BarHQ#)qgsM9&@k-tqnZGQr zy8A(qsn=ZmjVC;F*{-hhf-AI&%A&%iq4}*^gStut8Okolob^%+Uq2=zx5cd4P39fa zht031vqoO2apBI6Zfdf|!Fj2y!44-jqi&;;qvfYZ*`ibe6^cHiKAmEcf|)pGDDUeO z#9dTF10Y#7PRhZYM(N)-B=Hv5IY`Nze~x3`d2l&MUFI zKP+7mpZw`0TwcS-A5_YF%TN zg@SE!x;|+F7ZCw(>PxOWPwZ;z$nGvyHnmdsoUbdyA06L(X->R@!xVXf1B3-NTfYZ-M?~L#B4185M5^BWcy!ft7c;1MO+`09kr7KTj!_KDk>Q1v>_9qK*12+d3Rv?VPEOw8KDv)J-uY1N&U}A5 zsdG3j1Q(>?zxa4YS!PV{izWXn(fhk=Yvo=hO!s4);KQodjb}6FN!_Y4$bK6B&8jlA zV#*~Kpe=2~RUXus?^Nb7mRu}{^T*NN0JDGwdnQcj9$@;u5&){`B+58D{{YWU6R2io z^7&-1rtfTDN~+cDw^44`oiY+?fn^Wb2sWcl#q3)?kFjXe(4+DE4^pkj%(+{OxCeHs>xNXFuxb4&$Bx$o0%Fn3l?*F8Md%z zAFZ#<*}z(QCsNU0`0cK}8(6M^XZPUjB557yo$htD2}%nwF)_{3BFV%XiN5gn83Heo z(>vaZii*?oE`1qCP#-i~0ufi+1%^)cz-`O^5EPMY`~lS?YvKu62slhHG(H;=d7dbS zC}YuU@3=ex%?Hp3*axlf^xajusC~V_w}B%4p}AYN2KpK2wOKxuqsh2^T38gFw{|+{rRNMv(e@_9ZZaChpP#$~>n~ zxQ~CtRN@`~n1C|5nM38+bi0Sz#R5zsJ@W^j9fN4dXDC{zP=tr#*!sgS?_ZZwE89uy zkO0Sw;f<`g44@g#fkLfFpuLaOGCx(pw2X{DQrvhYwS9lE)K;w1q)lXHPKES?&?I?^ z;My|(j=Nk8F7Hm)S8-_Mlft{?zS8YEHDHtPRZD*7cXV`2Ld<4x+)}Oz9Ryx7gfWp2Xg`K@ ze+eu`dXoNh{)I+4Qxnny)g5Ew4q(-R!hvtE58wYXzauEG$UC|G*_i)+7@IqT-h0BT z?T#>wXTX)ozD@*`^Qd1t!?t7fSK2O%$%=268SepypnI~NYQ_zV;kKzsnl=(t3mP_O zxZ9>XT9{*CP9D||m!8xhRlbWm7w=>UcblhHyyY1m?DVYLVn6^xj429@vG?!*4&l@> z)#Sp+8gjG{w@v2w@=C{YM?DcWcE=x`Hwuz3Qq9;jX6%m{Ah3l@TCE|Ni9Fom{kDL= zgxP6FbuMdC+Z~aN_vHJUUc3cjaEBWYEj1JrRB1JYhHX2_(^jVFbe6I9xI3`+(|5ml z)tsWO!=J$a>zYTT_A8sbNOr(AwhPT!Sy|L*ir#@ z8Z>dwt=3{mOsvRk(VP>?=@uycikkMWnc{v5e=_n8ma%JCvvOZyzUES#`1IB zz-8)6tXo_uW}^=&?D@+&us zkVr7|`h^75B;=T1e{+ti4ku;SFd;rygf#Vy!oy?IRD%hY%I$o2v5ah=uOPo=IfwM6 z1^YIGxbHI9m9R6}6GG!p;0aavVwM@$0Ux_V2!a`px(Y}*Ij4E>z@*1_5Wl}U9t1_1 zEU1Mt?_XKgA$?9x9*fJ!AT4{VU2dXSzN+u^Y=aH74V#;r18XHSLKzmbl@ta&pPUp9 zTcJv{h3|n=byo+$FIk`*8}ssj(rz6N4vzZm!MI)R6y^Q7VsZ(#_>*HPhy6Hhq%z&t zm{?fbdN45%PZk1o1za6(Gc&WDuBZMV2KfD373E)PSl$M9+mX&8mrb??pw0~g#~21! zF1v69eq7Apios&!bkZTRK*jH`!P2hAGKH=6yB>YE$@~85Als~qUPxe=9+yG)<7;T_ zV0x|EENT-sqk;X#YdL;6Hq7eW3g`PQ(zZfOX+TMAu~$|hhWM1` zi|eAx)hwm*T`q_F)0YJzql`xd;iZ~=a?KteC-D)oa&yTH+XGOOd?w04>*`7L6x*C! z;-s!Ny{kg7LbT&&)f&1+yH%-sm>RtjRbPtEj3laKS;_l_`@7uDmrkd{4km)89=D9= zbm&%s8F+g;pC59ejz_9>sJ}ZLip*$js65iGJbxYGFBQ)oqCtyK8rYxPROZT zi3@1JPVz}Q_7NP-9=u;mwr1(5C+JZ8STYsD7srf;owq68(y4#Xo$o78Q1`~7sYt{M zcUYg*mmI&U-dbV{?=v&O*^m19dH;u=nLE zmh6LlTT?fFQLjvG^dZiJ#r4Ajp%IG!hmL=yL$*- z`8jj0D{>W;UuW0t>Sx*<6z;2n?cM#SLrSKXL8ZHhaV{`w*ESzw2eeVL{`=yR+0 zVsSlMxw@_+sNtdX3F-hk14;U>!l$5C^E4Ce>-HZ%`3yP4ltMi6IXUQR%Ded z@6tbh(YPA-rKhLo4?~Tu32-M(LYpm~&dbXyU#kZgB+7)X!DPWW177O59oi&l)vwT1 zh5hjn^y8Gf>S6T@S`$?)xS<|8_|pX!Gh5qLyBub$o!|ubla%w`BvKZfILVgicfj3B za3!jC{Q*c09K_A<@}dI3>YwR0fx$+&Z^v4rL~C7zKx5I?+w%F{67Di>xC@B8_etdA)k?pD>*Yq9!r-&B9 zU`04wq^Rg0{^8FDTlLou;C!oWRQb*VB=H^YRDR8hd8V{Ky(VW-_(9ib6i)`iMh%3AXnJ z1nKO+KfEu63r{qf5xMU7H}q{)i!hd<@J)#Gnqi9qKBUBTelVpeAr<+G?tXWspafK@ zPWBS5Ssp)!L3&soZ_cybv|f2{R3)$Ly&g$qUnc3??4Sp$XFsEvh!uek1vJLvgm_r` z=vx7xRVkacPB(d&5+`lLbozX0zHdHh8-fmtHQ9utvscFxhYBwGhD}L}7c!%n;e0`9 z3-}RjU@uyoB>>BpyrF+9#?(=F!ktK}D>F8Q73iO34#pr4^NCA|GdJ%3GPQDyviWX? zr~f$mn~iNI;nojz)QjT|K4(nFc^UD=&O;V!Ede>tj>LP_l=O7#JpwbnBh@sOldz7p z_mZdvhK8JcBj#bzt9tjqkuAws%~6wJTUFEhe*CEgLMP!_JaRiNW^z?-52FYxLwcO( zc618gY{hB{Asl+)xW_9_10KrlriX_D1P3P2WhRD>A$Nv+_f-2$LhGhhJdF)N`)KV} z^nxYNTpm1~oEI3u+nJj~&xXNp`S8J*&KBg-v>MAz9@GQ-oXGGwyGTA_Ejys>EmYItA?ohKKb8joT!M}26TWj z=r~0`t>5~#x3}v&vZ*eym0SU6B@c*E`Ws9eAx?>CmkJt%Is7`V;G zKXvf0Hyb<(!UOAoL&GdL!(jtho8ksuv|(RA9|I1)?L*yBX#HJwq`2d{KznQLjGY)W zIrHUChaW6j-@a(LCEqA$x?x!$UyL72EkypH=w7iuk{!J2PhAmwfEN7J_IJu1M0#lI z^y;(r%ZWW{9gKHGjhrn!-v~;%(@1)?WkzAO?+TKp53ofto|2lHsVOl>6o^D8 z?vui8*wSX@s9E0jjy)F(!w=kLDZ4bCT+>D9(8Hv=(=Ia#y`8;{30_Uf&EcMR_eI!n z-z9^QNjj;ItF~JW%7**gDyUS9akV}{vf*7(!u@{DZ8<5pQ3nciykwgXscI6*`cJqB zjuX+CH`a;}*Cx`(S%A5b16G|cf&@7qII=)PVHi6H32H3jDNOd}JrWiE({@_~>77xh zvSJ1zcjXOb#$I4D8sdTrbBuM8ePvTc#v~!gf z%XtqU4m~@kDu$iV36ojS?-V*^Trk%!@=Z`P!XY78ZWW#?c$41U85Jx&`SWpEwigZoLm@B;eL0W)~tL8Iwod@nW%-;r}$m~D2B;%va`Rj>V@;nkA!Fm%(d;| z^SX^0)7qiA_@hMLBhgNHOr(#DymOcX1^fWti&Q}_%VQ_g;~wCvofXM}bCx@BH(m*m zAiOA^RU)ngUFjtSz76)7H8yn;!!qAm#Ar-dZeSV`X~p65`3s|6F-Z;F6Akbaa=CxM zxJKaPrCNLY@LiU-{c!8mNI*Qj@cF$HGV8m?-^K~naan@8E;fFpSWrTr-Kl$P`t<1N z2nZO(q@{)N`!pn`1bEDVqWVsTV?GbkbXD*FuQbudr+|y&R3OUs@I|Xi08BIgCtr#l z7+6^QKz@jfEEBYv>#u=Ud?0?}z8-@?$YHZMk}ch0NznltL{Du2_#v;O_}JKQQuy3X zG!uAYhsr7{pPA-LATUWDva+(zCl+&yIqcUE8cDgiuR&W3;@rsEo40S_3oVvfKLf6V zaGFlLJ^}q#o=Se7quawsN)Z34*d?p3KBFYhi^24uM5i|fi3Aq+Xw#s>Y4L*EZNH1q zy-!mQ022^e6DIfPCM0m$=V0o9Hn#Q~AP6Tk06gN`^=7G%=yV!+JT7d?F!)b~gui11 z3@8?MWfp%gDw30tX*cV)#$h#6HZ?UB;2uWs0D^&~%O8p~54+FS)4jit3bI?N<@(b% zUXbb&mbe`Lsm2eSuo}&gb?cigH-%t6UF)6?=BO+NeKDK3D3KN4mcmm~Qn2?Cp`Ht$ zP^P&E_1fOuT+Uz0r*I5|0fhpwmHtE(__Ss^;&dN$XkO}si|c$+a{?@nV}+5Y``zU_ z2wR`eeam?}qZ;yYcD_TL$kRY=9Z2-;#NqfFO9wfP#W|qsYleyBe}SWyeR5C8Y4?J9 zb#)a`8SkjTWoE3^yPcXjIh}!~9KZv8mF=8we3<5io4_X7aY-yRP4gAE!v@M=LnicW zgL@VFblD)^+xwYgV(oMuS34kR1>(s`R4j;X@5h|NNG!CK+5^rJ;C(Lj2M{{Eai`NC zO!!AZ4_{4)%KP_c)5htNe}HO^ewDMVRCx(D4BK}{_3nUR*^5t873T5iYHn_|iADAr z1gS}*#^GnI`t2_-zkmJOEHfFcr8ti0rT}`H$b8Lc&%u_iarE`R`~xi8O5D?Bn?#?) z$pC3-X~UsaUe>ee54zQKZ9KIb_iM3LONbBK^~;X$hG_n0Ie2_E)$c+ zUR_ZP)-A5MwTVIv!^pnAKI~n1D5z01+J(HlH=ADk_c!*^Y%KO=QW9)zE0|xuf0uaE z4BBgGh<+(!8Sa);4>k(D=>wFaiRAs&cClfk*uMBNU>YNmlDI$*sgC#UcvP6Jb$2yd zvm71L%WNHsx``8#~%TQbgnoh-+@fY6r4^M z2#39UilRbG1X@)j_*y^qug~CL2L%PesUeGP#@%3_a>}8ozv92y$uy?BW=ic{})Ems%k(Jg9^AN$#KbR08 zl=lv1XAslSz@S?kuy_YGZ1b3}kfj08_e_K@?jWz-n@3f>H40_Pw*ku$= z%|PW@lev~?oOap&RrVT8B?pbTlIo5j*OFU9wX2^RACLdc%*+5XR+1&&q{(6A&v7DMc zrWz4}LB=<>8XmZ!SelJPf!N>8Y{g07;xd5c3W%(tIkxkvTm{y)pVw!nQOf+KBX;L|U#Yi(Z+hbsiEampRDu;Xl z$gm&QtRg@7O~O;FrC-Qy_mUZv&~1DI^b9FG80(PH6n+^#C)*g5Kx%H=o`{m?{x zRhcq2rrZTJHxvK+WE^;?>thve6@?gO<>g7GZF>NkVD4zc5R4GY8Gb`>^b^l9B9DVl znz$e^jbOh_AhS%I^%1YI-FXWK2WOxHwgS5ys+%V1teVm4L|}8i`mA3G!WfpN!FDP8 ziL3L^+Aj}pZuQVhCD|~oA{z^xt34596GO%Y@}RUv;iT# z#`C!gAn?=Q85{r{nl0?Hb4sR`bMe8F(cUhyALdgswZe?K9W0E88JwLpe}&ibglNpIa&S-hrT1JPcouQbAeSK<8{h!e=&+Vi$Oxn*b$6+T(dZ7Sq!QuADD; zvrlgBZVYFl9=}xnSd9;x$8WRP4Ejw8m|nkr{T0fU=4gO>pLmwO>E_QPx*+oYt*HmX z~TJzVU*o$jH=8)ap(bN zpvKeE(Z$gTeG^t~^r%VfdS|(FgYZn_;}50Wo;&@GKasS&ymQw!Pit*^xp;4YsBCD0 zcveF)cSO=Lh$Xz#Cc!KCh&eC(zuo4&W5Ne@W1T1YYmTxYPOXhIkUVhnl$kD_> zfb}~svJn@^iVX7@-C=3FECIEM!vzaCI59Qsh-5^y`@Pw!;`354|Bdq5A$vf}h()7a zwH}1R*!zajD3&y0&9XMb`5)+exn`@Z_v0@8iM)PhnMA6M3@>#p3zS=JFl57bG=UtU z#E+t)hlm5c2XuaBaa#YbwgndkSYsrx4B`dzVq&4An^=R-O_j)MY~vSs38X9R@He;F z&!+o3ji8;H^|Wa3UDxuolkG`)I$?kl5wRHrfIJ@Ba^pBUHj8CweFE{M|6t@prZ1`* zG*pKhmIN38u!RQgm>^E(4W9LD#lggt^>rfWqa}YL(peCoZ>{UA!9UyuCH@!}twHHaXLXmBmi9TM&Tj2=rtrD9{~68{?-d7t$*4AMCn(Qq$akd4+Z#vOyoQL= zu00B-jTUxv&5;hF;q`6o2kpRp3Z)1JqB|j(fx>qI^W!8m+ zAcXIaU&W=S&RsN^U}6Wu8gvGcd?(k+x(mCH}UlY&7wExn}w z!s^llXpA1ALR*COuC1>R!j}F16B`vp3Lh66%Sm^!-*gWk03UkeAag{62_4vk_rPi& z5DV0&V`DOx3AkHnF*61A$j_3G7u@%GHwQHaGvWHF+<;D-a5+fu9oh3@efz!hj$z5s zoe=J+&=(uPHzDZ4B*i{SHw7|W35Ka*Hs1-Fd`hYVRY8I=yBn8*zES`UkI5jQ0I`gA zzIyy56q}J0ozK_y_R3KZxKy- zZSAyd>CJ_vCI|-zPht?|cQSFLy6*Y>123}v4OVN6&* zg_5qqmEExnm>d&0<)+~{%$<$s6azpIeWXj2QYNAKEoy(#K=7_S#^&zO-M+op0k79h zb>mf=7ylHPx(4rlb7cyYm$-nBd|h(`LSH)osH2&(*tj?@FDQsDn#18A(M@&ZzJ#TO z7H-VRi3uP*tL(1_GRI2g)`OWaLfm@n-!bCiT~heHwTZYz3#S^~&!5jY!G&nkH`*-u ztdb#&t&-hO26uo}eTC0&QpbDlC{o*ZzT8wPv$D?hPlLt_uumtkn7#v254V|MUHbf+ z9@VY=PyUBusZ99K#V8f6(Q^G*SCZ7#xt1sB{@UWuGGPu}AwdT7CbIqU+US+e*VrF= z#jT1twVJ$m&00bA!!D7Y7)`Ibw!%WLe0s!gsl>yBJU!n_AmFsix+U`)R=BW44uh}l z_yZPn6JjeBWZ23l2}@Efp4YooXYwEtTO9?`yAog#eHAe5w`=|E+uAl@tKUu7ul1F9 zyr%zj=+fwNb8-0XfEDRl90Z|-%{X$`Op`HO#>9%1#fXH(XO;e9DBN7wW5gTw;2*M2jo)-nCrm+H~In+@+|0l^jgZw=nJ&j3DM`5 zUyZ;2_%SR(P^d?-UHO$y+`=`PS8UVHJe^!79i+{UG`u)7PIYN=+?J*Kfo}RY%4o1} z<;+Z+=KqO702MpK{YtkP}?p2Z=vU%<|bf z;_qrh=Zb(}@3J$+E>W3ZdG7Y%V+!8WLN<`C8!02dGMWPvN`ZJ>Mg4cp{b@d%MS&Zq zV(Q`Qz&6J|sHEIZee}>rT;=wFt8NNmL{yJ+lZIAnX;-m>Pv-&&horl_(y7d@2z9Te zr^di!&rTNIw4SZ(ulq{iE$5R2|A4KUei)?53=9s&iyZ66UFJMHp0HU26?s4i4_)>Gv(KCsKH-29{KFwu(3c#s60t7;7CH7QAs$I?ko-e?a^fQ1Q8> z+7t|jc=U+XM%-Y%wl9*EAX09v`-&5s%3uj5usA`Dp-P+(Nsk_Yq$JRF>UnY`>Upqj|I zy;gfL!Y#b-E^{GmEZ^{|3P#(obUaWQ!&U2DYyk;lUS&E;!Mg?`BF5k+_6GZ+_>e;| zr5q3gx@U$C#O37VLe9V7B0ab6^QrhbWS>EW>J3~UzCm$$-MI9JtGxrf&uQiZO?2<| z7xhE5*r-6J7xVca43Vg&2e_!D1%!(4uh-N{pFW4?m`DeKJxKR-+1)2am_QhxS-E3@ z3ZO{CRDfMeHH<=hXsFe-;~X3=Y&l;Q;&REDKD#&vQG|pbnuMfeq>$@j2Nvr(C`AH* zyUJo(pN+_!rnCBk`!dMjkA22F1>lmr1bqGgwFUK1rhAZfjDdmE7uXjrm&Wr$YZX9C za>Z>)Fx<0!Y2UuR-YFY=Z99@BiL6URMQk#I>zd7!AY8FKTjfsUesy9R*t8)qGCIm= z^p=KZY=Z&PiSVlu>|T5ARK0+8$d_JIfS?iccwmZdbto* zqS{%$5lXuWDw>kV5PSRa#zZ7^MaxgSeJ}Sb7;dx_6-l6i6ywNe0gt)I(VV%a|3E%f zV}H`%Q!h7(^jLAyxdpTLbsLcJCkGW?>mZ^&i>AGzU9-#pt3wor?kRB_U2=&m^*2Ej6uenkc6Mp{7ktg+nGLCZoYLT6;6)ZxhTW z;cS?h4s>-xXWzGJXlTlf?XO8Y|4;}GN(X~&%GJOrxFc++-5?c>Lgu9jgj&LFR)EYp zp`f5(EV*cy5~jix-T3YMf(W5<{^TzK)I@AK*xD%O@VnJOB-4{&D0FB3C^R-~N150NmR6}<30Uw5d zconbyRo}OA9ReN~n~%xjwmBbSb|^DW+nMfcG@U@KJ@d(7cSa?{Oj7a}I5Bl#y60Kq z3aA*^m@H0*{Ja24V$td8M7>%TLJ#y6?xVNMIFVJA`ek4T$elm3R~2b6(8;NQ7nNq5 z-p4=4tgJlCP4^nv1pExdg*-!Tw5IU3!wn3?xbWX=9k{{iu4{=v&+j-BneRe?FN$*U zWS&+;yPz;H5AM(zL}^hM?P&7tM(ar_CXmAn(O|jip)PHQQ~*dSjqUN)88F!eulyGO z;ry%vE+ZAe7c((=) zcJ@gSE^Hk|&YtQctiKk1_bzIcER@1dBR-|QvndYCRW_YZtF$7D{q%62HV^)TJA%mh zKY1^HwMA4Q!ydf4)UI$b9$&aMB7aOST%4Qc)&r3;_m;pP#YsiVBvqS75$cb5M0;Gj zj_&=NU@@AD6Sas9N7-gvj%$jJj;5Uk`TG^J>t#FIR}jYWIrj{2P@;Gijv{6_w)FtL zfaAi1KuT29s~b!u3j|=BAY};>7-2XMG1rf+-cg30D1i_M&ySzgpCHCuh0%;ZpvU#& z4p3hiV~9noZg44)DQRS6Bq;dlrUArL(rkXnmm45pere#G#L=mrS9gwYo6KfOgJu6< zqcgV?K_ZNgl z^k77EG@0XKv^?LT>U(XbkBl{|_`$1gB|O((7@G_a0ka{=c0Jnvc!N0d@J?G}lJXRg zF#!4O>PjYPF?(fow1B{xQ%jv&QURFcQr{rhl`e<+o|Pvjo1-(q8OgDDb`IJPRa{*@ zXLq5ZW`6*SM&(w+k`ft7A~=C>+FOIlpraP}qsX95K}XII$hFC4K8JRUlC`FO5b+f8 za6kfLXk*c|7#J9b^SdyD;WBP+ZgIhYWDo72!mYC43NoUx3hP^N6Yyj8&NBsI$V!^C zQ@>$ox#eh2&5R3FYV|El!F|pZjU$>KPIkp#khgLJ`2?b!Jq3uWSMIL@Xb?k8SO9Uf z7?Iu%n&U3a{sos-12y-LfYISU?qfFEWoqi!P5cqp^5`t;Uf|R!QP3glvhR9 ztKfbjDf_nnhq||n%d&5`1{D-UN=a!!>Fx$WMd^|*0qO1riv}ra5T#4tqB}&oJ5@ls z8>F1$x}Uw@z2BL6=QlIYZ$8ZZ!B00_7w7qpb*#0Hb!g6h|I(G5T9U+N67olQ=j>4k z830wBf3a*_PYY9^uK$x6-EP#Q_~xZ`7QsBKd?Ty3zYQS55)|>-RRjNhEl#l z?b6-nHA2%sWTr%ur9sGe4^=}&^3#LXQHJ zMSe8;keP%8gwgpy?Dw_!OaACNSDKNob@<}-S;GGV$ODK0 z9k8m3U+lKRg1x#t`E?94#0}z(KE}q@*v!De8zn&mhFI5G1!2DRYQg_b-c7szck<3c zMy9(JSKPX27uY>k28N)%WmUP}RAG(KVkp6kuHX`(raudrv?FbMtf%)Q_pjN`Prvl) zGx66uRD)N!O{?rS>73b|?esR&cT^rvYgdF+o1?gmyhBSolMP6dIi&* zO#6GKp5|2~F!53l5*Ug`Ym7Wut(n3&WInw9Rh;09ofLK*Jci#(XGC1U4sPnCS3^#E zJ{?riD8(S0r%Y`-yxrZk_mub3+h)o*p3N}8yC*9zAG_lXr<~>8!Fy9ep@u9-&~0sa zx;wvrwiIuW{Ut759NQf&Tn5|&j3&gy#Ac~i;A+(!4{AFe92t2`;aIWXy#a;i=mQVE z_5~1U*!^S%Vl?G!EOyIAcMKt6H@Xd=$jw=Z#Lk4_G!u+(cfkG++pLtr6O&X`Hm8uK{ScRQ(em{-5x+OO`)YMLn0%b?xb+JX|<@!Iol$R7vEi)jgDWkJb9 zM0IItw8l_#;sZN9Jw0b<9(G-Xkw3dQ#o-LpCDonqMLYbCEOKkWo@#1qyAAfzOueTp zmFW4?c%l}O=c69C4?%oe_6G=tIv|U#n0Hs`J$b)vy)bdlMfi6k(&*KR;b(E&ks#sJ z4{{J8OJF=Ti{rw6qe*hv`2#!4~_9fr_2od=LDJw0Rv&FhK>C%s%7K%SqirRW}Ha|OBFyW!2 zqf;|tBFaPgTwm}fL=B=}F?tUO5yebSYAQfGg!nF=4@au4xTcxW$VeS@X|_`QKQGkfKaUEr^Dl^CCJ+S-2>aqvPXrOR_eY{9i(e z*~cGx?asaNd~VP6;uV>>t?e@EOL*i-YTnvm-P2?qz-0VkNIy2ae=Z)R+ipZk>hv}t z;huhaMBDJi@ae>6`1;0%pgiym>=G1$xuXZr;1r1hJRCMP=U695gg;D$AdH@rRuOYMCoNVh| z5hErQJiWZu+%-#IVGt*_g;A7g7VZIo2e*#gCy_+{T=4-6-=G1`fPjGgCO9aT7i8t+ z$~*lvt;yiZSj5X2*DqU#Ql>t?zJ9jM!{SM^738Ig>@%YIyRc*{+|pp9QSClLB+y&P zC30mc+OZ-MLO%E0fEN&n|A2*$Z=41pjL=M7dYUVJa>({>1-LLrkF3nhT|Ckfds=K9 zoXXB1_$*L3e;a?Us8B1*|NQy2Mxx%pmVy3ld~f^?fLJ0&@M+(T@>$3T;Lb{eyM-qJ zTy(K4Nt$wFeJn<%uU=)YzcMpB&<<{6qb5490e;au#QOE`1@M97>txiLx`zs##v;jz zc@gnr7`C9rz&+n5^;q$4sLew`!NgDa~f4lJ)l3?`8DwD?xo9$#B~nM z+{2p8_Aru|!p|Q>sc=C-;qD2AKa;C+?3da@{<<1+;<~h|oSZ=PHa-FOheQ$Ng8La} zT^}_ZAw#t*J-F@AX1D1~^#+I{WJPoN`4MfvvhvH_Cqhq2N+M-j1;U4n&R(3T?3eF( zI4rjys;5}S8ac}0z_7(Pm)=mBikZ|`8mXd1A`KCPjv*+aaULI)-Y>BxK!%bNe2IvY4fA^hkFW!Bk8H_Z#tT>5=HZ@Nxp6H_&`oWCw zQYiltG_G(Ft*op#p(Hk&o?^-6S?%rZorRZIRO~fO2DMdEYgp1Lq%d&b3k?Z*mGnj~ zVS)pwuTPL_xko}zdN(ICvvcJ{k5!*{9qobT8tYlqNqR_g!x{ffC2RiqF%N4@?br!YH5ws}S zd=^*|3<1Or7Ak8ehll3lG(9)iOXhtdlqZDw=dXo{yLF_LQa1N z#$upjuP=90dZp0O^xo#c&u~i7q_me|uBHTZsFV`DwG9ydSgOXLoel{v_uB;8NWN$N-uyUbAy46!Cd4rT-SPdhYE1Zhel2|%x-30c7hM_ze} zOR`)0nMNnZd*JfGn%F1%avN7@Jsvv8;y!-VtZKJSzvBm75;(NFyJgDiUS4Y+P~HS( zAUi~EY%1PEVr+UkDK_>9mZN@?uioVm^R<8Pzt?R4-p^mV_A9@jKvq!^(qN5jY`*q< z2SpB!?Q#XMi6kZ^X)7t&!!0ndMduE+l5e4cuI}s`RCE|e1+`sa89xutAhoiJ%0f)) zO)3j3s|>EJ5IMERjEq(?4@NLft^qUwusJ(C%r&P+`3kwLJ)h)KDx((Iaj%s*p|rY2 z=M(yH4-E~e<|z354(HESOrsPPCm(b z=cj1dCUBNnJfrHTj%h7kq-10dXlO=JUo#znPm96XlgZA?ikX7%ta1Thu>QH`&!<#_ zwRm^WOh-$g!q?X?vZDsm?$(o;bwRqt*n9Z9uz@5UY%BqXI4mT7|V`H z0N2h6(<47XPm;2^x5+_p!?`9s1?qyXu3T23I+YI#8zbYq8jt;Qrx%c8V3yzg2GP+} zz5=Uc!EN9wOj3ibNATH$m5N@ke>ok}zqz@cmbznyy`KFKa5%Fha+4Gf?;9qZL&CfD z0BwfVl~A-*^dM&Ix0L>K^w<;etQBdNZ0cZN)-hs1RFC;@H}%c$g+dzz-E|G_tE?iN znhB#o5JUGP;cmWP7{Vw*pQ=&E#@KE zd#P*SH}g0m0iv1T;cxzINCt$&`BVpIiXaH6HSDU#K7{?WX6$!EQKx~jr0D0COj_dN z$yR1%@9OM4jR&x(n9SE#lFz1D()=G_5!H+$6y{WRS^ZvEaL1rk#l^6-P>!;hgV&@x zPQb=na9VyZ_Ne)w`;KNzSb9mTpovLyn(-aLXgoa2H$W#?rajYS=_@|;I?5E2dh%o! z@B6~*xVSi}!0+Ic%hgh78Qt5&xP#p&kQ>nk9@zQ_q4=7=P=oh)g|Nb7nASXGcP zF*deM_7LF?sASdx(P*x~y9ZYs*8nykL?I!eRrg!CxGOXn%4J$I01=0#r_Va5{OZrQ z>*^&ux7PH~BBC^Pb#!JX`L-|;P^G4(n%+Ht)NOj_;o)KTuiuU0 z?}T3J>guLsccKZfed4u>tL0taApMz+S-vo0;T{X{szWy0dFELC=S2p z(CD>Ca&mH>o0)qi%s)UfXP^GQ{JGM9*+$?!29T76cy{8ePR>;Id_y}I20CKWH1{p| z8D;2xf`^Ti&gp>MCEn@km9;es)zia?RP>w8pCdKF=;5v=k#W!RrH3ms1|}wV?}vZE zMe&CrwIlW2OVyJm`iXTug)a%=OMgFZ)4 z;fk&Dg9r1I_A(g%2L##M<5oCgApckQlfxIWPMUvEBpK@1Gyc_LVyDsUb<<0Iu<-GQ zwI$RM2CbIld@u(A+II|M<0+Qii0-v7fE}jT9x!A@Sy{|G;jc%d{qM}QI*dxed=$!g z7x{Vr4L+*slky%|)jU<;;o;e3szK#{U7hlbwaomKkwH%ikzi-+a8Hy_wGEd>3Qnj` zqbJa%zMy#%i+oalc zi~2=Y(q?Uay)Cp+Tc2vyTSFRZ`|;Et2Do#5f=|MQCR0gA0s@pWjXJ*>`Z_mi7KXs?i$acMp^Q(Q3VK z@{&U9g`>eDNG~P{6!0|`6Nh1gE{@zs(yth(`*IeRJo@%3b|P-vc3=)GCnT@P`wDiJ z5;^Gww1*{dW^uidQJ^GkU)bMwOymVgRx&?e_Ift^Iuwsdzh>uIg4*6FG+-u#XkO-J z!>y9A#1+~G13rrD_d~1=VQH?5cyB!GZk==VP>gB)Q;1tega_Y)r>P=yd;#oMPolf< zDaJyzY?p1Ut;@}sd$$w!o!E?_jOV3~r0V88?|Tw5y*_HyQ6}z%bc6Z6<%CtDWN-*C z$C43W2n|pSi{l_!qQEF@Ho$WoMl5YI+Sw2@{n zi4n)9mw%P?&@9uJowuxf{EJB59Z)jWm*5E4~_6;N8ocDOZ2-Vv!3w1GSm{*A0X~zaGba8wa-4R6MK0kb2;SA+a85F7>*)B@ zmCbnoD+V*}ExS}CMwBJ)j+^KUU4z3rXBkXN3>E81^@l{jF1U#>18E_|G=*#~K7A+d zzS~Sg;$lHwq{Lk`mF@o*z9ZX63COyC7L(n7W@TsRA3bG7A$_1@=0Fmfr{FN^3N;o1 zQ#AxpbVuDGCeBfO{5S#XW?53+OPE`6wmS6S*AAci?W5A%$80yx;Ogx8hcFbf^YOWa zyB+($7yhQ`FcgH)4W$?;hC1q~2GS0BiALgytR)-yr%aWUBDEHf?bBuN%akHy%Th?a zK}#Rtx8$h7_@5|3T?RPnYcn^uw~KOf1%NAueg1+Z9w8tmrjPf42t5)`Y=^vXGX4*L z*GD=XxL|$@uyfkOyD*n6I@TglO_aa!pq~CdJb;x5t?G2yFf9c z;=YH44gwCbshOD*S4dC&A~cpQy*eZUW1ARzz4xC|z=Z~@R&bwAs?LngZ4W{t#-cCL zE;2@dt@Pr;+vN`+clVkw+tK;52ga8JF0w$a(VIL9Vvy`sa$_7#*XFe9)K zY3u2TpxT+yLsLxm6~Jv7#jO7N^{cn&HzRW>Q@)|g0kvM6g4R>-4M_5E2Nvd^Uq}+D z3p^&B#_RARyw14)Fn%|>@8IBYxHQsIti|^DQ*Et~z9edv1|b_j6z3Wt@G!mtegnS6 z`+zEy#up!EFQBmoKwbRECopSYXJ~N=Wa)A{02)f7E8ANShKWvIr`$h28HkK-X%GeI9y|R%~Qs zb3tyaX@Z6%8U-~Fm4en_zfp`mum;;?(ksA_b7})!7M9d+?|B6L!*FLy~vyZ@@hbap(3d7ep|@T|^+m8NHAJkajr`rW?+)JwE% zePyNkfAN7VUd1t{^N^k~ir@=R`tz&2oJU?J_`yKe$1jcTMog(}`1=(-e0joO6@h>W zYV(!smn{S4HuO6YqB+qOUZflnU$2nf%SAAPI6Sv>Ub z!JMc(xMY%SNYm{mcUb}Hy-y*bAWSu(awdnU6)1@pq@7@zbMew<%CNXYsDC_5Q zmy1&eT%Y?*0h(9=xi>+PN|`-@)(fBoS%{ELCc5Krq?X=62q-D79fTEf8n-`W&a`BQ zw4St3w0kq~cC719Ge$jz25!KTRf63m+gwQ)(ejy@R)`ijAN z@-@7yrk;TfrSSZDwV|Y~SCkDnN!Mb=CML)lZyF(}^7HcM^C98IwDm>+B0;Dsg_)5t zPrk+H2QYiX8)AL5*QjEoCb43Rm#Hb$)YKej7%2!L8sc5~&K##>157*9E(;M_ukT*K z!szMlj#d)(y*P!+Wqkz3bhE%7NavsshjSxVwhI(X%Jb*GSWZ>1mAqk0m<=ElUp1J> z+IoTa1whyu3DKvt88pzF2@Ft9&lQfHyA3D#h=9WSPrG)_Tw2X1kx zZ|@qga+wFNi=B7lSESe1*NY6A`ip623s%Ohu@Lt@U2z-padD|MSwg21&dLZS7Wc6* zk*d{BtRf1k)B|0%3^?nwn~ve|Px?tvkwzYrcY7o42Fe>~01ECAqN9^43!y?WcJSjA zgq{j=Cb&CzWr6g0VyG=yGN+RO*7vEMOI!doyN7A#K_J;p|NL3RW@m0bXUg|4ituQm zDSTJ37X;y(U=fP`gAnlLA8&nnJF$1*oofOE zek1*db>JC((rSm*YC8;F^*$SB(FZz%1}>v=#)h^YFf(aA3U}e}ozVF_$ErD4&P#W7 z!2h-Xiq*rtFrdfGCzr#m=dUtA~Coax{a7>=b`rqfNZ5CiGm=@fa0YlzR&JI{$3dj&2w z@;EF%1r!wjWw)f!w6;ZbGX(sR`;s*YS%0yggwx8#*~_ed&1)LTtP}xg{BAc9Jy^KO z?zs=8+qOk?a_pT@)FH6PegKQ*ReNHq$3hUPPN?pMfH1JT3EXBl#G-!}qDgA#55@of ziEt@(e%{oh1T zXZe`_=5J`Og0BV_20Lsv9i0s>2M>=wa1{TLmInEY(Lr9m@Ab*udIoWEadmn&wryzo zf}Ta_R2iQlBPGrK2%SjYrDbyu0GhqXh7R2qO8{oi5dLBngrMs|v{O3&RtMRi;L}rg zA5oeY5xH;1{BV&&)aJl=e)d(lLI@gUoShG$a{J}}I~=B6Ka-LIfn`-y1-0k@A))73 zvjiR7YRQ(J^K zv_oE{+F$BQgY*39wuXKuo{>ZG#(KfGdzX2z)rJ67)w5;_JGBomuJHxh028#%Vl&`YreABjZ;aENmMZW@hvgPtc7J zzd)iL6IrD~&RK-Cj>X7ZI5^o{V@L*X9n6yCL2a%>KYuD@u`gW#?bo#db#`?V#mP(v z00#>{>pP)qWj91+FLA)xO|69mZkbY;T`29DA3)HOhj9rQ&qVl;h$lOa1;{TbJ4QCC zi?ddXwG{kU|C7Osi@VaVarBQ<3fvm}@)#-Z0xtwK3)2!b_H^G}DD{Olr)PlL&ISMP zk#-&yuV??0w6nNo6;i)%TR*yQgWq3}!;$9u38%B$b~LBN`b@ zz_~NB7*C>sF z1k6Q#Z~eoK5h)?PkcR>UU~kSwo}ZCGnYNOAz3bLA+{>p1Ao6_il<0Wu?k+$~5}wqj zqCLSb)O)I#UsSX$$%1nSFBDq3$o?uD7${~CG6_@GC@CkI06iOS;QObo@RtkBd(?-Z zkj3Tk!kG}b36sVHKqu<5_v$cOZ{D4fq!}4HLbwANbhzWS(=d@!6{jiJHerr}5V+qN ze76$(gn-G8LeCs^vw=_GM(WqM*mf+E#Ql7&tO~S{g4=UBIZ%T?C76zZ<=8_F`YV!k z%FLM=miNaO^K)&C9AId><P-;BLeam5^fe>V z*!|}$Y%DDG`JeCJ;qCWUj(G3yPhtuW6dMV_@M5E)S_;s_*p{sfA*fM>c$$tV;vT0F zaBQSx{|k zg_4qBbOfl%+zGXLTtvKKm;2>|P%-J;(E@X!Mkfo#M0vmLtG-Ohk@w8h6N`h$0+|aDgddQ#+->k)Awcm z;Gk0A!M0ax*yV>dB76r!`x?+~6Hr?JVe!CD;V97~TJlzQ>g>uW+_z%^auVI=T2JG8 zGGxQCSvd@;8Mfg5|eYzjU1)m*Rck`FW3WdjaBDEWdruXre zd3D7$9{bnmT$eC%0CQsFThegQuWH!$p?K#)u1R_TS^$3bEh0fL>VALSgOZn*lwCk8 zWoKPgr)8$9WtO!}lLbE))|*GLAqyKjd%V^NSQazc-wQX7@`7buz%MJPjW0v2DfPd& zGx(FJ;!k)4Q{wL>B`0H-JwWQMfUD{(#QrSeOVcSj^VB7b`D2YdUHDc7@6^+_=zH)m&iV_5@JXeEfp3tj5X{CoqDznWk9 zM{bp-Dg+{GT<9Y`VI5UyYild^zr@s9fM$z}i%P5|rw#7c+>4Yp8Q9qedVA|3vG3(h z&p|c0n;UZ05E{P%vtwcW39(L&Y)pyupsy7=INf`XCZ;aO>E zu(2{Y7#sfvwBO>Ni|1s#H_NF^15F#9n;fjQL4 z@Qja&LVzoEaB%SR=g$#hXUOJ3WXDiWCR$w8$l&11N;`1MWZXz;sIH#07eC6?MLUjt zT?YXuQW2C}N;lBaM?g`9K0U^do98=CZZ&&wnl_#;gno1fWkCEsId~zZpHL{H^y1}#*uVKtgMnQ8!M|CzCpG98x6SA z`>js|B;bB)$ZleDi-jYx^Z(3p*P|)t^YX(q&Ud4xXP1_wH)Uf^ThOVL?7RUsjS|K` zHUe5F`jeD26b^A}51xJaI02kmJ~o=b0Qb6ya-i<*L-6UvO+X4k-qUulDaP9foat8fuG9b{>XpvZ0!=KSaZ}bDroojTRyvvadC6^ajD$- z^2GrNMF-AjI_tmpYHUeu_QoNTV!(I{TpeqtH_gx45$@2cbyo2rViD_=udf(8IB4h< zQX*d$ko;BQ51v-}Z-Q&yt+V~$7H&sJM;>&vjO%yV`HtvI{6fG3^SeA>8|0UlO>S+g2Tg?ZXmfrB;w0|f<$~kE0fup!JGU~$OmxX zY#++7qW>i09M^{b#l}&@=%#`>iVOV0@Hn4k5VDO-PivR)5M&F=ySedS_VktVFiI8) zc)3NiSi#9za|1lZSz2v5ZMm!G<6gAhWY1o$RKnvsKk6I{c7uC&XFY4!n_y5 z$jHb&Sd2*az-q{Jd}6{W354-~kRb4LYyT4xWboGMFxsvJSRbwrAY9z`9^`yJYgX+6I^&4bN?S>g83ZOLVv@_I4*l#AA5#VHc>T9YtdJ0#``)2wtwoP_O1K0+7drIJ_$(JDr_=0|H04AW3 z4XGAND1>oT;1`(P4b5ZkFiDDz{w52^JLPZ;UBEDaR436Z1}M6`AE;15{1-*1ucoWJ z*`E!0ECQmu>_lCo(x;=I)qmzt#2+FA1O(jQ8Nsmz#^tzyYA|IW)!ETD-p~Y~q4I>l zT2QZUgpdWc5Lw$M(QN#xPN-{HpHhJLPangVrGJ7N{-r&F%1&>J`u^^cUf@u$xuB0c z`|K2f;vgxvY1omIB#)cw@SL(j0~(RrHhcD5fhlOBHJVM}tLSUT-r>!@)@=o`16l9?~;!e#JqcIT?5%B>=u*k1_Ix%nn zNbJagb9q5+J1i9JkOBx{+?(mf+0aAW9+5)(sMz5-OLo-Nvw>*F;zii(NF?m#>3M2! zxmf`>A-0Bn_(;bBSh>jPfCW*Im&YbP1StX=|6aS%`jA5rG!OFK{PnaEPH4}|xfawk zZUib)+cTLAK|%O=P9g%WA;4x4+TF8lZ|rNevc}h zuGlj8T;g>wTA2(qHJ_u08UBjEVY-~-R6=UE12WOw;FI+x3vFG^OJMTN1ml3{Zl>6J z(7FaRwEUR&Ue7aZ2e^oVPv;JZwYjs^0-QQF39r!@b=9)!^fff-&AM_|eX7gm^gx^P z=I9hHF#?GI=VY5bu51d_&a(;#pQ=}HNN8IO9^Zdobq&s8DpAjm_?^F*j}V&aOg=NF zb`O8y!3W!;TZ79R)cy7SfB-aGQ{dRKxRdnQuV!wgwa!*p5jSkFt?i8mzPTRx3|*;f ze?*B_z3{Z@cw0X!_Wtc_C5py|YdWWB<8Rf+r@yP*84jv+W4ArWxI;(F0nn@mi7#x-J`Kj_DoB%DhZnp*_&(-E51PieKiIaB6?kr5Q=ByIj&X z*3z8`a27D2LURMEI5mAjZDZrMezLeFC_}CJ1Z_rR49D4&_d>zF4?q9sD;N6m=B72v z?DX{dRU{Y?M`iFrJESRD1-Q9mRIT-Nbr)^X8idAidXJQc-K-uidcDjKu(7jSL1b;Y z3gf~cgoRxBA3uJyMTdun8>oq;VZNneSjkYx5!1&`OH0csqr!A5e(lZ|?JT|%@{wKI zxtRb3o5O+CG>ig-;CU!dU}Dfc69KNbu#a&+W!Th8lM)KB{K z>FQ_eJhNEu$P1!(NUyn8|LWu=7qg^In$ev<>pjD2MD=1ZyH~GJjrT4ueXNxV#*Czk z1@To!+3NH=E(QOJ^70argtaXoqAW9^{#?@fbjrQ*V}9N+tzqHY-Ovuj+Vq}e`$|ZH zvdDdG+jK}n6j3`W)At}uGNcopzlkt^$HI2rqjdFO;sutL>hUBT-vD3%$W_9zIE6T( z*(}z}1P6&F2%VHOwRi{asnR$+VPrX3U!Pfl|1^7HpaYpK-(9iy)M&5D%iG(UhqTYs z$(eqC*-rXo2JA=h*g<%3t@|OajB3o1dZu3B0&PEDUc#Bh&-a)su0uYbQ0j+hbzooC zfT^>y+gV@lR=n~58tY!*`l1H!J^x?LUi$CjsQ;P0^nW#1f|HBu|MS5TJp7zo|GRlc zo2hFNglcCUJ5(HvHgnkVqf8`~5oYH->lj-(uaTx&N6( znLwF

        TG9)+?m|bs{no{3#1EtvWJNZSzVg<%IL|WwH6Lk%}LxRqH>u8!s>G@AuW@ zc5QcZTK7xQee1 z!0yPzLLJG%SoOm-IaAl6jW7wDQf1l?wEUz~m~deg+OXG7mc{1jWJI_O=FyQ}1Mj`3 z7BbI=X?m%vaa|>4nvsGao!j=TRy`)%lWRe_#l`G%Sa8mH20+rCh3A~}pwynCYgS-m z!R6q>F%e&`>~cJcg{XtE=6R&EMQZJSvEOBZ{;J>KbAv+TJmw6C(b!WRJiD4DB6(}k zD{5QAT;>@bL!37V5(~ADEWSwB;gRIV_*dpREU37~x$B|kN>b2EWINQ`3M8tkDv^-a zV|-tMD;=*{>(~`dE6S!iDXQ`;dbJzO3o;l$9N$fisZ~*-lS{bIdJG+==9Q21v>Dw{2Mb>?)nk>*2F9^Az5WJyG<9Fe;RWSk5P;GX$)B%j= zSbRf%+Da)5?n`twC+G~ecGA-_Fc62t07w?;v;aHAHuOZyv_c0!aiEv2=L-!D+cXq(_4LV6A5n69sQ65Y^nLOzoN zL5M1nDc#wR8A86>g#D;lZ)Pihiw9&oVtqnmsK^Uv+1;ue_;4M7|&QsJ@zRm^A zl~8~^dY7@W)C&wKRsL^5`u7KbWB=|3ir*jjd-?0{mtw#*TW&r;EJlwUuZ^JpGu%T5 zjXvH0KtG5TIcP6`)!l$HpA38{Vb9Krz+9~;vUj8K+wxS2;XBF?7rFbXZa*3SD0gb; zd(e&#VlrcSKd^>;B3q5cW?HaQsEg>W9K?mDw;1LrXmWjz$1g=tzSt2=Wkq|HSPhCjAL>0!O!rFIg`n(R&h9S z!{lFdG?^sUJ(hj0ef$n3Bctt2(B)@*&fw5A;^{A!-)W1e#K3t1`5z|Q9xz{J-m;t@ zdZfq;*go_HiAO#Y*7kjRJA|5KZt;tdUF{m3jp4<0)bWNVN*s%U)N3S4Of}Bq{1gu@ z$m6A%Sas=yGtGD0f4Y)$8okeKoxUX8J1l)A;J!PD$zK1OIp0mP=W`>{CWPhS6R&iZ zIGPIDdrLr@MUWn~jBdR!)!sJrDzqOsb`0tJyr0%R@oV>vEK`(z?{;Z zV-hXk1B0_aqiXi&amQPp_0U`L>AIS|Th2Y*tmox{5tO68O|M$%FD|?2(_RW#bw2cx zhOC@d;N8tl4Lbqm=s`~0v-4Y%HXnY*FOz)f53sdm|%>*MtxjybMp1y6g-~W zc^fkE-M5it`V*y>3LgiBc(&9}@h@l6(IWe7Hq6X;T1XWq&tu=vb}ep)1paXQmauOi z`&xb2dKWe6!}H-Zk`Fx%{-~I!^Ve49#LJ$0QS0ehF#AW!{f%oEab8uLEBRLJiWeqa zba#H0AiLSkL;tDUCb0`lK-no`R$7Y2*XJ+sxY>KPSVo;Mih2M2P9;n`)t3mCfugk%W*yUp-)1Bt?j^BV@RF@w!iv$Z*RicJ8T>4v z{<^jKp^jm#iq)31p!@D;a>`t08>@3%a5&c;t=o6r6`a@P@c42r((bK>(;%HdEUNT_ zH|5b!q3j}NJtk&BDh^!qOTqcVQS}EXX!B9eD5Fx~Li}`aT0ox7oYi8ZAU)OK<@WjG zyO@)dDW|U>AZR*z%F*6AA)9{V?=kOBoNkrMm|b+JOG-h1!reMqZV{96aJw3(;Qr=1 z_@kqHw=WmmP$)kOe7^-`;+NorBuH&_1Rwu&3X`G8%AxKVbU-**|1^i;F1~ss#0~fx z+k-09gy)DVdAQ@oAV2P01oKVeE33fc-wKZ6@U1A2uM_A=y3JpoZumWT`e{>>^&OE^ z`m=PJ^`E6CnEM-je%BdujrpEv5E;X}J?Sdq_%eUJ;R1$NO%t4&MRZ6_CWi0SXOsz2>S@D15*^!yqnWMbF~1o4V~=a-7`) z*)p7rb1CC-ToxNLC*9MJFo}HUn%`J&FP9Yh;{$t1ms3%MyN>Gl7Y@rx)j{Iuk#6Si z80m&XCga3erBp2ICRFEO%)A6y7hJx&rLTfn2{#{ZBxA4iB?k(kP#D@BPObbNI>r2L z;oAF+0i*i>r0JOrA{~uyI}iv(LfI}xo5p2wTelC0BVrcK&%yUh9HXm$3&oJx8nHsY zwCivpua)|&FGAtk2RCRY0rn&rx-o6!uq+qJc`ZL?n@@%@Thds@_xY@^!v;fHGTaZLi^r&0b9U%F#r!ZM?2}{QaF>vzRrR!yoVfIkj5DL@CJ# zpKXS;8$e?juPFnI)|+62DQ*3Yt($IcAuVc5)n4u=moG(Y@f1#xDb{7BKhe}6>5iN2 z2I|O@F@k^A#me)S=P!-Mqz!CWWNJUqm2;<5nhhGhPj8DPL6ygk!f)l9@%De^yg5Ny z;+p~ZVU_*GR|LYL$0Sq!_DHM{?<*%+x6x*fm$XC0%wIC>@T5RtR4 zGBecTav5{$mgC#5Idr&W|0yL;c`^bwZnkwVyzu76KqG&MYp{yqa^HO^-(voaCBlNj zWW=%iAR8i1q$xF{ie$Q%e|8SGB7Ki1QfzV>`PaUW76-d7oG!*F@=)}PlXZN_dg^$N zsOVXgx+8+2od@7f=&8Y~`M=(@JzR!`-;O%$wp|?T+O30%-WN<1mr+0Y_{1C^oE|;H zdjC4XVVA%BGQVbm#bC1n1`Hc)uUqw1nZo~i(Z~S7Pb4j6>g31wA85oqBPwL(wBKCX z)O>W2XT|=;r>mb7FCc)D%W<*O`t7y?XSK{tH(Y~+qH@w_mxS(6KJoqtV2D;B)mt-n z{{Vm;OKN24H;SuaR);#fx{4hP|{Zpy|pQ`=E`g3 zu6)lmrs>^wRaj4^P;j%w+Ca}5;7N@6$lV? zb#MIxa^i0?$d`*4*=hA}XM{uf`eRZ1R3f+BcURb!AyZY5LI&ghGW9nfQNd`?a`u;_q3LL^i$j zQ;q3eDcezoW4dI5RvbBD7qrI0RCpa6L*^kYsqP15usDN3=p3dclsi|FnW+a;;?d=gv*A*J-P0CQ-Y3Q)T$)x$_N;eK4{#dYpNTdS{1>9H8)D**vP0y7uV z2tAw|$c#2j!QH^76bzTFA63{zGt1@7ivOHvV|&Apw>lsVCeIA|s6HNYJK~p0tA3)) zmZhd7(oD6(XLklLN0CDg(~#Zu;cIgH3+%n%aO7<(nm|EjmR-FN(X+^LcYdFp5sw;( zRzm&$yn1{}>5cAiFA(-2W9-}b@2|z^!`-<3-8QOC<2d}NB&4S@mOX|fS)m{j(CGu?gc2V;8PpY`DQ?YEJDb{GL>sH+8&01W+Ey->aXA@4kyo5`9 znZmCA+t>pdFPu9U2}!4xMNw*9w}jxB0fJ@fyvxDG1hYSL8)}TZI4h9eTb4|K;aJd3 z)ay(CO$>K`17bottWQOWbXq`_@cJ;k9Y=QG-^H!AMXh%6XqPpMc`4PZ#a3%AojGIc zNvDL|(p-v|fz^k_>Nvaz(i<%mw#d}N@O_y?i zO#OXPJ1oQ?@aX&tx%AnK0(*SS|U!{sDj^Ui$9hDS!`OjWeN?j5gPEm{nxj zc(YKXd`*6@P^ZLBBD;Y32eXwKjqnUj`N+xO<&5oOYUz=tZhzxFN6`EF)^eG*N{-Ia z>z+KTN+p1Sc?IIq&AQflFto}WeuYP6GJ;r9V_L?fFCzr}Vl&PO&Oc1pbgSpYifqVj zJ9rh+FKN%4+SZ9rUPFhYWOp8BD>UE-;85gGeb;uz5S3XXX@a^qCd6yI>Iwex9Ue|r zy|ryPt!ggG!Sf(w0$rbjd4h(yJLz{%jPpTpB@L<5e-Om$?~zdj z8)HKW$6I)>|3M5_6Jj*)$2@Km?Qw9Di4m33aSdsB-YjT*nwvfR1LIx63;UB@!*{j! zYKPg(%caaOJratXtMH$-I$3v>9Cz_m-3}FE7G4#hqAR=p7i{^Z{Z3WJh|mxUx>Z&A zss_6G@`gWQHBxa#=~fqgCLQcFw{0GucirF6y{9G5;5018GcPl137K zsfH6$>Q5?iLn~xHu4jmc3IGBbGZf9npp$u$fmu&)O<(JL8%reN=RkQt{tQV?omg^u zHcAX~3ug{x8>%?8E| zcTS7i2rDZDa#|VfxNBf7IIqo&k3+p46<9sp4b=bf^Bduq>2J+dUcHxgX4qa$wCsjB z68Iy-vD-MTtkE+OJ{HPiDfFiX{Iei@ja3l1W^S$lUte`t+{Ib5D8saGyZE@g<@DA0OJ-_>N;p zZrR(&Qbv)naa!B-ViZ+?+ToWFcqf-A#Sqgd5BhT3Fc5#M9#*pjdk z^QzV`>Bp_r{DLCSO+-gw>l4Kme;I{=I@8Vo#$H75Ap`rq z>O^J1@`1OWdQG?Zr*N&7I_Um_hi_#a{?8G5*Y6>ZV%U=`&OZ zT$3wp&QBlK%A#IAgEwK{n#azYIP|&nEUKnH^1UaS+!}Ndb0MGjM8H|*)d1pXGV*)Zfo+u zxZ7P@=pzUl%W^EbQZPtO|M}4rW0);ErKqp6*E;q2w6B2;;hd$H9MvU18}v%w@6ttH zV%ERXpA50*+Fn>u$?TE&a(_I`?*<{1>7kl2sVnc6PmAeuLW|0YLiKgPiwoVmTQrC; zt%kMje@eRRE~DJ7MnGCT&ipKrbc;T*k9ED12iBN+a$EhdR5Cc%(uMovP%mc3UX4DF>x=czuV3 zLwz<*=&2uW6{B+N zZ&y50&?f_YC$jziUR`00596(OTW8ii7GHnHUuxm(_HB-dm0Z-D@0AkqV+|TQjIfG} z4OG-cdT$uGV(U%fT<`pdI-zh{5QH1jOhpfa*vGkHb!rL=UI@9wl8 zTKzrkbeW5kqiZNW#@aNb(Fzeeud{E`f_VU8K zMcXns$UA(tkco!pss`x{W+JUq8O)+-dhLm#?eEH377H&YvkcbOWponS+ocAsNyrvy zSIGRe62F^}QX<26PyH&s4_J%DW!JSP=fhQH8#cxSpVYo$<^wk3*~b5ky0?tVa&5atRS-cs6~v%L zkOt{)q~n&j0g(=+6+{q_ZjeSgr8|@mK~khc8tHCn_Hn<@dY=96vB%gy_8xnD@AqSk zwT45NT-SMC=Xo4+&STDZU#6Mx08_UMVlZpoR062eKgjQwFAhLmH?dO;M-z$^gvx)$ zI#^K~f6Tdc@9jGK+v?$BrURW&=SU|WL78jgGNss4>k4vXi*>tT-BrQIS*uy;UcJcs zy80d<@IIUQxw)cmP(J)k*MG=L-k~NF-?~eEYO4R``!g)tJZqj21CX&v_@$3HT20KS zmH}6E-SqOBR_Jp{utd6soVksaB>av7QYFP*EvpWYBt8T@eI<@e`u`E$*TDchm&9Ut=E29 z)|4AJ_BizZg0~VlpUqzyItov z4vx40(VLOuEvN40MZ$@6w&gbed&*f~(Bz2pNTnmbMKc&gj>>g2~@5PXw%aw|G2#;EE2RhQE`gU<$1ub4i@v$Vs1|5#s_iBvZ|l)$9Q z{1l~k_h|a$Z{wagGM--x0rhxa1Gyq5BktgJTC9ruK*_ckInj|UgJa5>OD>Z-7!THi zG8JXjdGT;e-d@~4D?Q!F4)03}8&zm8>W3o$2QJ;1CI3;&DXSvk>^EaXY&;R94BNYS!<;4J!!eL0v`KhO= zS!q31wwz?&3@UJNXBMnCiX`&fd`p9Jb<^7&85#Lb3r4v5>s}FR_TcTgzXIdhZ1ZsO z>Nb(hxE20(-~a33=hDU~nm80k@;=JI8S_SSMu01xd)i5@lvm zS+2@q=a^%rzNw*fUeWOhY#eD#=5okS=r2bH3W<( zn&3_(AfxuXV1F+c*wtNWIrQi)QE3s(Iak1*^f>!-AKKDyFb=*6-Xkv+^Oy!qVBTRw z&q47=Z=O2CQJ}xX#cpilgK=oV&^&yIjwiR=&6Ht8<}WZiBsoW!51%G*$$i-Zbl7DN z+<>~;Q7l<(s&yuM6B3_-t37ni;CvNPaudC@w1;?>sV9k#6Kv6whV@NA;{<@TVjhvr z`=#W!N{>QwxvB3MEj|^V`609vJOi^AZ>I#sC0k@8ql{CtxMjy#0MM0~S>2(6zuh^$ zoVjlg;pB91_w~ecR!>Yb&}3Q+rbf@r*@oZX1BTCz{cDN3*sj6_(2!DUhAEL8uprAu zXDiAc;ylYfB>B=4s+=g3X5vqKBaIi_Wx&LG43O+6PzsoK$2Cd7yQU|1-kN&M$ig`S z9=&;HF!mQ}wmxoM`m#(Fk&Wq=;r!vYuNts3?_>=NcwbKN3Zc0bJM&+t{GlqOd^+3+ z>sxsrvQmbY&p1ezV>`jIvS_f)l*d9*5 zvx=DU*($h2ZOqNhI}80_!GdVrf%7G7<3G81z!?`{oagrLosj7bIXA#yf)HP{r1X&S zuiamZnr)`2 z0?caQAU;EwyW}+nwULz53gq@wtkh{SXeCML1OhV}#MJA43B0WI2xBNJ`y%I1sF| zt|ysAZG_&>I`_$>?HGH5QAA8=%<*p6!by8%T_jgl4%0V4Oa%RC`=a^TAO(8iQZwr( zls|jJs;Na!v0WlD|E|f6$Y4D>L=@^c)l)HRp~9=tKJCFU?E--|ub2+!!NI}r#_da@ zEQn$H6@`m7o$$f#|*dtu$M zaDidJ8-x2rUp99$t*(^Ae16G`yGzC3iTc5ZW%ud4=Z$-^SuBOPtMdIHeT&xnGW=N5 zw*{X)O=oI6UcA#0AaT~%+ysA`zuO#Ie8)UfVkZ;V0=-&$a4!H&L=i(hP}Ah)*dOj| zqtAtrwqiZt*w4INGq@zW^UyGnUd?Fg%^%zq=CSV%a3^zEwX5Z`%@ZOCb$FE&7-=yKp&*r| z98mmsDu*VwM}bOi>ZGZ}G_SlnrUcA&DWQoxK{mglC@ z8`(m`eqUE6ntZpkWCpq#WaI}!_DWcibmgsUW>dR)Gf}rxg{z)eHgRcC|+NFEP zTPS1r!)?eMlcbbFYV*Lctl~ORUWem$vXZl_-r{`)zptS=3TEHfI>x zHh#tBZs-sD!Dy4GkLt=+cHO%S;l@ay5=UV4=y~0H`NVd)KdWoLBML^+5ZgJOxlBQx zEO&R_yccaYY8CCBwC`#1>CMzk6QDXfoxY4Ad3vA77Ock^=R{XK%btU{#R%z#&{ zR;RK{qd<1eX(03-lhmk)$kMJ!9=RO>8k8S*5@&dcY+PMg3v8toy#A_oR7_WbCqCT* z!zJ}BTk|4o021wWQ6fx8>(RaJ7)OVn+I=mmt}Iwi0g=q-AbsyylM+}Tv6A0B>hb61 zd=`PDix062r!e}vwz_IG^bt^HR4q6la9yx?A7)Z|fuiNR6C9X$SmEwCls}mXHVu9K z0fbMQ@|e0Xkd>PTGCBEM+kSt>DBr=|?F6^U0&seoCiwqtj}Uy4=caL7fUr}_Ut~NU z9c5?02Oi<~(UsXLOwqTm+3p9;qh75}U0KIhLYJ-jzw+|pNJeY8tVc_pmpv(9SOVG3 z1e~MVf~oX|B5;$2I4X|v2(XmSL9Kldqyv=28hBp^svAdAEWaCTxH7QZh{Hb$0Q^b` zXt}yD-jPtVj_T~AaWM)P3xY}v{2YsP&qW~UV#Bi1O%KTjO1Mu{%ZHP$N>3LqtX;p1 zqB)raz{%2oH`9jjoj!TZLdMz0;k`~#WZw8<+hdo+2ft_6e^)9vs3Bt58CN^$_dXZ_ zPpBAC$6>p8E%}oNGrSF6D&|gi?D6v+A}5p5W0=gN?S2ca`ZZ3;wm|SS@t6x>s4&Y> zOkDJc2&@q2(!xU1B0T)&3VTA#U=qTdch5d_NV&^jxM#h$5PuRR(Q~-nCxkyyoiiB; zx3_@oIQ5D90zf1}BHz{*aw?{ZaVDg32(7d4el=LBd8JIRXYgH;?mIjy3*%t4jgO-f zUAoNJck*~CjLr`1Q+E?|xQY4%hAy^DF`(`y1Gn5cn1$9V*59~XNq)Q8@u5-e79mr! zj`3aY<*E8Fr)F|;K@OmMQ)ol}k+?6k_BIv-3Gi}7xFosr`9?|wU|(GD(M!D8b00OVl!f=P8{)({B=A$g6- z59%q`2Hrexn1i{gTdG)mdqW5Vy2p-*K6PdPe!&lS*T3J_h2RohiY2HgoCGyT&kp)z z?sw!hfJxd~eI{-x-<*wPG=F#xMHX>Waz7#tf47dA*r+Z=TcOo%(VFk z!|$>t8zGG5WMdDmHME{9ZouL8D%Z8aE%S6~e2e}g@h0AlIi$V*>q)1JVmI(t)g!sl z8*84+G=8(SHyUP5>MjZmk+mQ`>>#ICyXUqo)-iLmKnQQX7autZg?XK!6X*gso_m5R z4930NWK4k~jc{qMiJKz?>?^2dmRcWAKsfYsm;I1r_&HBKpk!fStH>&zO|_66fl7^`+Mp#?Pw2DBw+x9CEDF zj?!GQwpQ~;!eQQN=|Z48DRy8sPzb_Jj|FPHp!l{_@>p~6k89ljBLkkw&^fR*4@w1* zbvOnP4-XHM<-0zXFSw(PvJW$c1DNxgEY{vO>wW`96iTzYh(I1MXN38>aMn&gJe&Zd zk`n8Mb0WK-KO9?>;G4@BT4de1u}WUZL}M!9Qe+2NrhFo>41PWD6l>3)J9^*xyAoW- zA+??(MR;}fQx@Ct1N0w(nAbUv{ZAFi)hPBC!!GX($iH}zA=oOtb!y;~4KJm)5tZcn zJpYxLD}5-mwsJ--=kuZlX@_LewGEZ?3|l>`S577u1Ze7fFkypzvrFYh-jgBUOHVm1 zHR*;l>N}&?2qF*FwJ(PE2-rO!N9b4b*u^+pKb#mO3|Pblp^^5QBN)PS<*E4>(UjNfHB%`ej%l`$TnIPx8) z<=(hQ-XXz}@4}EJLV{P|TZlzDjPY9Sgd)Q46GJZ|_`ZnnZ&ek94y9AprjB-8(Z}RD z0v2`_w8E9L)n8m5DeXI>92i%-;Y+mH^7BT;n3tQW8m?)lFR|i?j&-PfGt{oK);>9~ z;BM)UR^(GpVtejII%yehdy#xliaG*o>dL@y*0sPboc}38d?#Z z^9}+U`uYk0do;40Z;ycD%x0p7UCV$#yfY4_m$WoB3-#+=;a+--Bopt9p+yVvCISCd zb7=2S^5x|0m)6#2aLxd0Z8Cd*$NNVyXsB~@-w(g1{Wg8}gOZU4gxS6v=fL0?Ivu?R zlP?TLJIa= zb5Lqrr7Stm2Qz;w&cLIH9Tn0_yJh?i;wUjaLG=qB!i|8jK*tGCD1WHb2g7nOloC*q z8di9k==1~g8b7xJ4`psvijr2M9)U? z06nK6%|n#1{}TQ&NScdEX9HQmMguqqHVN9^Vy)lrCq?KzKXnD0NFeYY**up!X+qK% zmIwuf`fApoYxq;QNIkU0#3Zu57dCceSDU7a5qwubYjrK&Sjdn*W}?$ifU|(kDJuQHFK#CW^86RWhx@D8%)MyxEXtO!r`cPEZmPhr~fuhlhuR`N^c8_NuTqhJgWoRRb%dSl>5#-Rc~ zb8}OBp2KpeS-K)!P7iGwBsdH#hwZ$e#%Jw@i@_eB(uxOvD+K`{$wRXD73w}0u-CbSfvI=s%I?m28F#aU| z28qEB!uT$@6&j3M;6v_uq4EHG7b&XjMCa73w2YNlB*j|m6 zh&5{>rp}|4g=o0X9@b|m!49=32jb~tJ%B{CZX)-K# z&hcQ`Da)}7cpS~|CLNMt>y*8^Zu@;Q6MnL_24CN(68rhS2vfHIoWBMtu+CWtUmUEh z$7l@XT;}0zPq?#-XsJ#E{jh?@!l6R8_0j&~Tu8xU@Ti+ik6mqgaDjajqmCm6t1fNq z=^CEwO*3<+|8zOxtT){HrP}%cqfAP3U8X zWJpma&OsM_8WRn<1d(Z&J$uu~3c)HoVe2OwdLkIdj`V2@d z_8=DL#Diz%p9WPyRur_k~j%$V)_5>2dm_RXc&3=tk{3^OUOE=((>~ISE=tF-7 zE~S>yXc67uzEV^2hH4HvtQw0wHKs*?VrF?^(FSQ5uCKD6JiD6i16Bnr6Y#BAv209! ziDd<(oIJY_lFyeU{_q(?>6BEGm)F7e9KMEeQV1fnoo7tH{+|cGs}lAttk(6w@@E$0 zp*0vUo-!?0fHT47K=dGAP{QITD=%pT%yHURz#XPLf3`lx>3p3rLEMoJm!K?G{tqQl z9Y^F&K9flyVVDXa;R_-t)GWvv@*}?YEyAQwqh%V?&_?x%Fo7iA;GOVIR0e0wSDgAv zHq*MuI;&2}#v@}eP0|xGS~_~a>?0!kqpfW(1!dTLQUaE8+!V2u^foZH`PQS~;|4~b zS1@J*sZk5$(jP^(O1}3+Ws*-fd{S3T;_YMp4R4bdZg#2d>U%!>8VI!&$M^>us=Jx7 z#bGD~64UqKPri%RG$GPDIyy(}2ls!#@N!Emlq4(GI@PQ4TMjge>NZ?;Wi>T%e<18e z*G#E7>P1;c4s^y{Y3ysIqf;rLpXlWgCgA}GXLf4Wexe83>|dBe$TKac6xThoML z1~%zVzX7BuA0V9ro+7PLn}7&ln--s35mxE-K+!{y$ku#kMp!{MPPBG$Lj_>w$?*h5 zHD+h{XyEKk5X4PG*c`F`^OPDiA^JeK9I@jvkR3<5N0j`mU>S}Eknt-;Oog{~(%`cE z@ySxPWx!C|+dK{AiY8eni%x}XB)VOXtd35?z^m)G{~!>N$8A0wz{eDe$mKTQ=Q=su z$Zs_Mgf&EPh@Sp@Fjp0nLN*o_SVyy>xj?5>XFGbu6%UFo&OsJyb1g0f7pBr%>if8#pU^0%|NOP z=;f*KvMgwuEthhov&Hur-udf}H06l53)a{#bOOA>o90e71O9%3+T@9W**SHQI8~2` zTi#XAYeP;(SazKk!m|j6)0rZnJcNrPf=@;wHq5j>}+35pY5l|}38>q+3q|Ir#&+nwf~zi5jVySJs! zXi+!Vr5V$v>qI0bjw}4dqm-z689|s;OS>qhT>VnWW%tA1jnLcd;tq0E-p7;Wf8=MX z8B9wDdd2%>GqA^KP{|~4BIBqpo1t=sB~$zOhG)elyA^jjkNO6(U?Ti1F?T<~CNCbdf26;ZB}!7sqX<6{qzpNb>T3 zYJ#1W&m(u?3;P_fW~ei=CSP2}9ofuXrxwakeV7XHkT2K;Y z#R;x?bh+~#f=6KWO}Wv<+Bj%X*&7WO3be9tO4`JfQ@&|qDis?wym|z+^D1iuZAGq> zY27Yt7V1YYRtflT*@Djx3-867TrtYvFbeKK3FAbO_>7aik7E0~;8($7b$*CGMgMB& z+_o=W>fSWJ<#`sknbjAOYz0A|;k0^@f&HITo_pIO(si7JhQ`~V2hg1)#XHz_kp;Xl zZ!~<4GE!VEZ@)F%URJ_VjX2*$o#6zWNJcGmEKT9tck4JfN{6G%N|LCzd2->-+DVpq zWDuliTlPD|z8CdKbNk*;F~29Zwtbv!A;-MyrbL(Lu2}noo7?V13Q&#D#W|6+;J44x z36uLOlU$g%9UUEd&TvWj5<+BCuC%PI>IC+0{Bx2$U$?RCE_}1?xJk35 zL3Zm_{;Y9+i7rFPJTnv1pCd43aXMp6zqZ`@jDFeIl(SIaS&89Qk%E)wQTvzz{;8!M zMmZj~7B9pQMEj2Su4^JXUH+1oKddh=E93Rz&#}m6s^<@j=#7pD@F^-NF1{7Zyef8u z;})M$3+DN6ETUxaprZU{tu!Ex=(LMBrIwrzL$w@|8Qcfzfd%NLEj#lJUBQABg(s55Ut9=Z2tOw$A)Xm)_td*uL?nq z)M3mY*3%b?e}2$Ngoo*1c2-p-yuri6BhSzXwvh+-19ZEZo13?V^l7Om!u1h(Sc8I6 z2(`XADPrAQbsRdFC2212UNBX2GY&Kj)RFR$=7U%aJRIDvyoNOK8`+tevQN*)u>}j| zgO}xtIhK}>3yWyYdzWloQ$EJLK7xkpqkf*-r$s!)$Y;y)WmqO?p>48=$Qrh_9nA8T zM>EV5r78lEPn6|R%qfS*20MR>&e;LnZ($!Fq@0V9!p-jRl{V5UHon$8jVW)!Me7r+ zq00CR2uI?5^UZdcDOV;)?YOMQP*ylDi(@caY= z6k;b}tl3V9*phJ&&CShaa+%yJT&l*_YVGhoAy*f|iajA7i(lJ$SJ`Ww&TtyST3J=) zyRkxjbB$B%cK?=V5+}7jM=Dc>&y_m~e~;r7+IbG)johBPlIwwHd?o+1^57NgcEzL8 z45k!8mu3YYA%4^~M=t*>qd|04j;q1{v11m3Tt-kx(CkBQZm#X}yDLod-qGa1c1KT% zFp#D{m6u1VU83N}sf8c@`61i_RM(p30^i58_1LsXe?M9d%rKMz6 zE2S}jJIO|yk@>^|dQiyyy z1&EkCI(%&w=DrFGwFxkCnNnY7R#cFfT)kolnj|eSx>HdxtSOwL;BbYj7@Tw;3(H=+ z^7W7+;ZsG?Ebz`?+603+V&;|t7GgFw8?UF|y#`9Io8k&KB*Km4BZ|S~4V0Y+%id-W z_@?Wem>_nRlauqwlj^cEB8EHvU!xoTUpssJKmNh@y?y`j#}m9!NA%Bcet$QW>EA}j zqgVgu|1t;3;K&GkCLAInjnIg{nuj(BisM0kdb4Mcn**_6OD~B(BtfniNHZWZ!EAfx z8=%vlcx--yVkj{off*HG0sg;pP`trxInMYyFSg#{VJ#gUc^?Hu2t1?lp9iba0r;bU z0KOnx0!R>K#ou9$5{mKl$yfWTkSma!43N?xm`nzl!xgb|0aVlbgdA=N%W(h0rg61- zmwo~bH{)y-CLVEVRJ6B#S2Fp(zEhW!fw%hPNRv|7ZIoF_P7X^db+#ZU-V8hgn?c$X zA7Vb3w&T$VIXKFkudlv2ZemSiYEyCa?v3sNNz}?M1Gl~mlyDO+VcA`vf>bL2Y`m?H zQbb;yEs5llLr)U5ayw!CMyQx~D=MU(eeQMR=_DwrxOT?J$H5v|DRwXpt`3;?t+&5y z65E_^6fx_eRJ@Ba1J{fcja-_a{|YK8%gI!cV&s?XA8E5F%roJH)1p5U2H*V_=#{aB;pk|zivzmfcR{hn50ner`ETKi!4=$lq8;Fkum{@$6%lF+Gr-BFo7c8?Jq^SWp=rw) zX-sz^14{SA50weW&9J+-R~U7BwR3P#qr-DB>vqUKHovEAc2$)#2%XfPWnRmDD5szl z$0l~u5vmTN#*7Szq?-y?0P$_a^bMTby}y6|4*GS?x_@fw0$ykyuC_aDs

        J<(FgD zc>idG1LqwJ!DpSjFlk>DhdvRKqh*q*G6t#XPxAK>^&UO(Y{@IXl5aIlN1DdRu*gIS* zh-tZwx1o_L6;1maIw;~bI)A@S(E;pJn=c!@PoZMXg*(&& zPcz=0IYE-{>B-H{?=h4uNq+GI9-PT2>@UINg(x@+Kzm>h=L>3T6=w`y5P!LV3oyfh z{yy;|o8$tM$#ToGs{e1;Kz|T8#6rldnM7^5!ZQ6wcJm>W`+~cB^DweF2m}rDhAT^G*@rgF1Y1*fw;z z3W0hWLallxRv>IVUV|lqNFsWEYGhBY~&D?cag&# zG{j}>rtlC&dXTj&Im7)K+x)X-1PR^`Ficb9T=aV zFHzmFkycqLZ2~&7YuI-TdYK>>!vk5%a%QU8W2pA0V@Xg{!x09Kd*?GgOi4&R8T3`a z<7;YUs@Ps#2R_&K);Cyz487t2wNM8N`Gj$}JD|q`mNKN%j=hAfeE^F>)(9?`4q`%R z@2qr0P=P8PFexjQnsh>AzJ9OovC=T3m3*uvNdLIMbytkV@*jrBdLt#(ZL1odccK|A zKk7z)ATPo z?2e&oAVsYQf#-P#D{U9YF5#9!eG|Or) z0%f3sPZ~NzBa7R>SOVg6Fk|XdxK0eMR~ewxM-sW|Hq0R#qMAymqu~o+pJ@T{Aal8r z6;>D18_)A9laQ*E*c;dZC5WLv?s~jyYBgcE+{g5t2Hh#J+IkoYAceqrN4ji6|4SSs z(re!G`&6pLgD5E=XC4jZAh)K`Qy`)P9MIJ$v~keM++Kv%7k&35%OR1tBR1D2xD6;N z#@-#>)L*k>np5pL9Q@D#FCBa0VP?b^2WIc>m&5`S=b0g_rWPyq$TDS&)D24e+X zxQ)l3dpv(OS9)vFpSkX@JVi&|B*yh#goXP<=-jc36(mNK0Db;mR3_K6 z=sP-d4uPxgQ~X>Ixtf0?@E5o>Cgh1}yEYF9%l6~oaY=tr#lg)?YW*`#zA!2Z1jCR>`8 zG9!V^Lbtku9eKU?X){?-6`CW zFAU?AIAc(T4YB!~VZRfD+?Tj7o{b8c1rXZ17CEAEAZ|#lk4m}#J+*vX^#k$W09{zU zMdG-4zxxY&l4FoTU?p}FkmF^unjo*zJAD9K=!3lwf?P2*((@0nsb@(fI}68eUnTYiQbmi_^Ks)aQxlUfJzOnM5}#gPDP(YJnC}9E z@`hH59RYMSsl4_ds!73ILr1=+I12iVN$jRw9~H9z?=hCA{LsU{4FU?E`hf|IlXpmy_jXoM*@*%pG`j&fp%tW3xntHSeLeFLKw!ahjn$b33 zPP0v6ejK?`4iv*-0w)$AYeMF>!REi$`2nJ`?q;a^cs95nFHF(YMx}lQMqC3A_Kt9& z256vw9lQs=4SMGs5bSFP-m6sN9re!!mCQLkZhP_|_q=Y#E#%G>YE6KRySTIiQBe)! zYk)X_w`JC@l({6aK%aqJg>R@9{B&b?|L=?9IF#@JF7W(HT1T3$P9-}$cah8N_<8@# z@jcoVzQqaiw1Ypokn;{*-G7QX52-VN@PNcMJ>dopF~YVdz#UoSh&>fr?@HPJGW7cA z{gq5=)R*92_T+%;Frpb)f#&OwBHRvayd|I_^%1K2T1yKH3&0B5nTJb1W5gG3`!4*#P(JMtd+Q0W2!W^O&=4; zfEV}Oz4QW{@=MvHOTnEanb@Zf0vH0Q-_MW~rewydWX8}-DZUY-iO8%_v3R3FZ-gVu zo|#di;)q`%YlL%CmMP(r(R+z^lYAYmekRXuL@gdAo}Re$uktQWPuZ94x(Hl!Ox69` zcI!K>+pb@3&@Xa}t*{b};j!};6%(^Nh7N1aBA{(%?M@gax<&84S9`dQ*kl3>t*k20 zodMMC)*{Hl;^N}M*%&EpgXKdYMkEqZDBx+%YkuCSbVb5|(DeyT5YL2#+f)Fb_dfZ+apw9_D}QWVR-^(vuny4mf)2RG#oEQyC6PSniQax27#LVyGB<3XX3l{? zhLN^!HmaNpjdM)+K9^ftXYkd95+h!5dV*Is86)C{G9bpXscN0q!1<#IQHY`SWicmKWI^vVu)1YG{2<`xvKS*}|?lm7Y>A{ddt zQEVZo_W}hdc!RcT1Sh4}#aZ?7c{v4Y6H$2XjAF%TZ*K^ZGgRhG3wcU)&pwk95w+8# zx$g$9U1^i|0}nKRL*R&#l~rN1)W!^Pr^p)rxGUxwb4ynVi_WsX21 zsq!=6@B~o3FuL~s-_t=}JcaBl5H*9%xRH)|cgIHtNMEB0D zh7@WATk!iY5E8&bVu2sW=qaP8fBe`1&RMb^%}6Wfn>$;@o{OaBP*&uqtZ(xe;_#}dE04L&GtV~)Epd(}wIRjqJrX$ za0Ss(Z-Ev0&fRd}jL%P$EZW(r!NA1K8)XASn71iAywU5HKclL4@D2xSx=L&I>Xnb( zCdA%$ovL42nwz_D)NAeR?SC|Q)Ru>Qz-|Igw7eXRW{9GWt6}Gs>QBfFB%*+18gW&l z`*G=W)DuQ~)J4sD>W2^gt=bMY+t^w_qD4*Dz`%gw(aiS{h@WYP#-}FrVP2}x7;9v?q7Nwv&hs&_>oxneCdDnu6TH?5wCH>X+3wfQ|7qsb5IYTaYr)e1DZQ zTJm;H`G^DIe(q(N^r;u|1QhKA34l5kg7e#t!vSybBN-d9saUNE&h%9)1@a&bb9G@O zG894|mO%JBYyb@LrRZj62-=$LJO7Qj_m1cK|KG)55|xn@iX;))vMMQ|l$|{?l9id2 zLNbz!B1HDcCK6dG(y;eRMhcNx5)~=G>sjyb`J8ipXMJwx+-~Re$LIaW`~8XM^Z9t( z$8}xz>z*R_7CYN)9xqmtx&}YQrSg(vf0;6D(=P~DZG5J!uOAznG7YApsT7;t-$#y) zjw0D>1t%mVOs|vtP+nS^xiR2(5+si55-1`*a6PH0a0*UINs;7K-=(Ci3?Dn*u6_W= z`L<|#I2_a6@}pGhqtDbc<(+=pPTI@G)hQ%DkYy`IT8#MM(jU6d0$;F*r#;4?$Sk0= zbcvvP){ZBYzi-R_6A^k(Nsw=0WUO^H4q1eKp|Ek~UOQ7OO2S}yAjgEp0>;x%*YDh! zfNs3%g|}@JiP-hGQ_ILEzZHsz$Dz}`l{`I+l3O(1pwBVMn!dN-_4p~Mvbax%SQsVz zSSXR={pZi8$!^*jy@Pt0@B!a#xL;S4u`XIiv`pQ@O^mz)rHzIQ^rgTMl?JuXQL=M# z`corH8Ea~CIHW+%Xsm5&nmYR+3kdYX($et(=r5ei#~C;NJxlZySY>znF5|?+!~yFL z-}4XiHdrOxAv<(wc87cn2vp62*0#0@<@N}4+RbgE>RnM}Z>q0K9mGz($3+J$EiJ_x zvkwsa#a?Tc=QeeAY77+p_~C9M;1Hkx3yHa+=~dBUK1v5TBbJfq|vU?fPjEi^F;t~mN(Px9)4L+gRLVLm5xArhROjd=v3_K4K&&Qsm^e1 z9J{mqXad%>-9}zebehcQH=={Pp$Cy5Z!hJa564)oDPfNVQioq|Vn=~A5($lj;%A*R zLc!yf^>Z=GTQ9&7yEqTHnM*IqBKdn2d*#7+W`t5xQNfpfpK&v)h*}%rMa7Yyi6+my zjgO3@bn^03y>jJ>*yngE;&rI2LTpEmSLPi6!*_Xg^$wsMC&;De2Rl2zpdd8TG%{k{ zzWvm5H$*P^Ypbt-kP3jhI(#_3&_kXM4!grRTl523?h3B%{ca=#Nobk{t$K*%SK`Xq zTtN~OA3t`p@P0FT>h6sGqJp^~Ud|VdGZtXupsTsfSW6C7pxw)=_bY5hNuK@m=@B7b zK0X%shBA73dUkO)4`{8n9b}IBebE~N4Jj!pz9E$HMT|fWZytUM@8hC94BOS$W8|$A z!s_m%d>4k>^SZI7mX=Ga%dS(8O2QZe!i$QE7L_`8-Z=gB<3SnL=2Nrju*yHNyWQpGh|p-;_L7|=+sM$YsNVkpo((RW9)g4$D6GQg z@~zz#>EE+Wo4h?1Kxlgsd%Bq0+~U!gAajd~irSvrLfpIeK5VTDHhHJD-eplP`u=vi ze0e*qH8-G)^UmDvkN4PTPbOr&^Q;=~?|&Reb~N>)=6+>YbKB#xRr&(GU1#I>X$8*) zj-j}cJaj0?>iS(p!I|Fsr$TFM%WXzgf7$osL|hDg+J)TRv6XT&YYr}qUg1RWWzd$Y zx5;Z6yh@Iv6qwinDesNnnVWpn)WW8(&kn95`O^PeIETRhvNc5Z$VqtkmZHIHC^4aTRZ zo0`1<8v^FEp-UGVdYF!q_|m0Ii`?0}*yrMZaC7$14vc|+384%ePASo_NVNjpqe5Lk=ZBD#fp`_; zJWjQ4P*zq()L#UY7C-f;QzmZS|HVHtp~1Iq8SRl>W0Q1w)$);vfq}TKwLY2I*;>8m zivjR$+qv@z5I=yIxSE}3i7h`@Cp-2OT?eS};7n-`2YxMZ=IRW7^CdxN99tK7Ow5QGA$JuU-Kr0MPsUv;+{2JJR=a za;yQb4-XHckijkuw8?m&tFp3wQ_1T$Y`8o((2GCa-L61u6GwCE1s{}2kPP3j~Ct*i9DJ^+a(j@$ORxUCw9g-H>Cffm;F#Y2{$)_OP2ZSqF*Y_gD=R2W_TJwvyb45Se`lsrn4tEJ zEWJGLw`hR5AIYG7X8Z}tP`Bre=il;xAX|8^jZFz1&3X6>Y(LLdRP+4DAgO57SEj#h zXkdUH;@bV}d-q1oK9sq}F#H2d~qadoY_*lqn6kO0wAl9lc133*{QVj|T8NJYRf$}|m4a`21 zZ$O!%^wY}R{P;M7f3ukobzM_mUteu)ZIcX5b#O)Tf;siw&K0FztR;I0i}t=Z)6lDN zP@Y32EK&C7(E75>gUPwQ^Pt*ZGGe23`S-71(}~p^AHQ)wU<;3l`8Y9A*NPRiQ)g`) za6oE3#f!2#y54NXUw04@3~T0qwn)3rr@o+(fg}ZX(<|TRX2!<8-jf4O<91_=_QZ>G zSPQB>Iyni`ao7Gd$Swu*7QTOvVbTm&_S+gAc;iOXKz)6^)?;kBu(HZ3`V;{wGw`-W z&RZH8Sy{3wadD%juhJO1Ykq4tP?Ebi?_FRnk6IV+>=6zoHc=B`Z`N2-(``Y0m2Q5W zuL$+pcbG{8&wXYLVI2gA#+{izCpYIpBH8;NVYi@~K4Bg*%IgbCL}DMgOk`x_t3sQu zjS*%}A>F)LV$O>dEl@wIo+p8+$hm}P$t#8VGLYfUnI(p?pcm+kyR>kAv+R#y*T-h} z%#Vk#s?}vT@rLbAa~==PwZ-}5E_>13d>@y+G#TX_33P@VyzC8haDV~yR0J|?4RI+j z=h8Z7WUyQmz^Ac6jD!~Y!3fQth*FafB1S@?Q~c=BnE6A?W3QDpV(ZRR#m14b1LAmp z7gsjz3shXW*MG;qYe#Q{SdpcJrbD~*5^9{qAwt#`6=Z(Z+{`R$4kEIe(yne+p5K{U zG0@ekGapCKEo4;z*%J28;&=Q~^tv>bELAZbt!Q_qEVNk zsY-8S|1+#iQs+8Eu706{-8Y!$cIOf3lE%l+h>{p0zqZ%EYHbx17XA!b7;p~Y8r>Hi z%JDm*Ld4C^(?RuwZZ`qkL&<&)j%(X19N$Tg6RX`G6Wbq@m6Vilm~x1H<9T-X!ZZp( zLsgNPi@$+WTU>N}_UkTNpC_dZ>-1^R{e1VwX_3TeMz;RNIPyQdkz>r$Lc4Nho`Nsp z&*dfMY~>(l_imIp&=1(JxT@-CisS`vN?+C^?&_}+7;b#Wi^QrbsAXRF5bv^%fq|h! zB>Zj3Cx1HW_Y}V&nr=Fe$dF=3K+ar{nZMs^?m;;qe&HeFs->WOcXDzv?%uc?JNZ0r zu*<8XrZv7@U77|36)ou%lPRx@G(~sm>AKk8qw0;Ik-2c;(?n}R?FbJddGOZJ;yVyJ zAhe;SB=+*4uwG_k!U_Pa$Sg5T!0I&}Md3>k5fSwC^s+jBetszP3=9m4m(U+c2nk`c zpe4A)C2Su#ogyumr&7qz&hBdq*xz98_@6JOzKMfeCL;Amk%@=Ufo0gm6N>|HOIVUN z7Rc?Bb+s?}RdR@Y3j;$2OXWi7oVL$;;e#J&D|A_7+CH}3!92wM2iDNt49R$GsYT|% z&Q@?~^=q#^DN~0Y`gJLDC^XlWQt_S`mHX!lw7ik)&EsSyQRTSR$)7sq`Un%U3e8iY zCmhe7pEV%-4?AOAt8&NzYq_9oGoDX#a52$E~(RzmdEN7UKZ1k z z3(_rmy$`NVPFn(p?Ed!mwdT}155g=+3ow-4>F(~XejdvscPj@eFLsB)=4K}*>PDmk z0|O5_3|s{LXC~?OgGzn{3EOU{;tRIdR6Nbkx5x1H;g=3d8ReY!maMF-y0UfR$o9J$ zBl>&g&=L1uX4l?UQb$jWzgB#I6L%3qItI)&Sw$X5kjq^9JS^xfjkc$2;B>Pn33b3? z6!Ini{a0jkn0;s(07~W}NW0OobYtkTUyEA3Zmn@*fjd#%C^Vl6W$DHA(Ue2&v^}M7 zd+hsyADB9nfBg4co;gycK0d8LDKpt|&;LQ%3@P!LkIAedxPpBJXD}6>v-Q;Ghggdy zL~L-i_bb`=ArJc}sb7~~{%q1ZxQY0^)j2bmNyGqV@~fsWOK2xj#eWoICYObU&#DdJ z(Z7#iVlXkXEdLRNkjK^%56XTseEQEXi+XyONj*&s0QAT0m~D(SKD!89$*31Cs{!NZ z-51wXFNrwYP)~`FCJOC9DV#Y-VAP~ktA9XC#o0fgC6xK9|0ht(i0S_g)H3s_V6G%H zY1>RlP|*I%Ux(TM6Czmw3{(66FeHf`EJ+bN-_TEQ6;@v=4ji4nG&=MRSQm4`vY2z} zVdn>xK!~0^x#I0zoo~6Th16k(?ZYZnY2Wo1?VcS)z~+j zcU=dW6w3?5dJ#(pHMPxsAv1$F&2Io>&#$bhsgb!*lf82v7neo`#9I0G27RKWk|M8y zXV7%r{~c8LFUYGM&$E$^E=DIVs7aoZT~zeX!^m`366c0Az0s1=*Xs9?+h|UO`S~#b z9Bxu5%*Pj5CUT5C9C~$gbIxB5G3)9O)4z6O#p10bNuhKJ@(zrST`2Tym%dAAv`u#VGS?t$>JMBTCBIrXI`_L{qQ{=yF92j z&qp7Nq(T?gc+n`=&Hmm>&o3I%**j+kD4GBKb|f)gG17H8$>b*NKGpIEw$Q|aDj{_; z(#(s>?a`x0nd4nQ*C{yOIe!h9F0@nFJN&q6kz-Z!+_`f@#CoTu0pMOPb3kS)GN3tt z08D#yVj`WL!5G7Z*)SruLS2`I>16F@xi+VTF+aY9E2hXR(q?~|Ql369kx z^-Q;-RRWwXqi+dno4joyU7UHX8imvk(RNnXfrh_tF*bPJG+KpbDpyz6o#NItj|_Ur zAGJ1;Aj`Uy)=ccNd~J39{MXEn3aHC1&olGbG?6gpmb4RUlp+0u;^Jb2ORWT8CH!`| zgWBVhlRR@6#5f{+_kil_-^dR}mZSQfx|c;scfjw)_|39wh^6tOD^|aLz zRwp|-yRRy%s*YC!@yK~Wn=8Fo>2z>-MHstxG3TuDn z|2)G8zs}3L+q(d!Oz1(l;TN|hYpXUUhFw8EG+!V6=89Tvo3oVI?<>+>|dG=Z0-o7;!=i%p{8G8Ka(6*;TTgtQ+Rl6OlOg_)f4z>8Qb-41z zE`9%=eSo3oX04{+ugu2%(GA{*sxN;|_V@R1SMBL6LbPQ4c>yQR(&ZO$}U zXf0iA9@Xqc4SIs{a}?H`O8@?0ezWgSqeqv8*7Ox8V3gxMk7GeG;DTp_qW-_U+_By@#@~?T0jgK8FWVTH1LV~Z;blC z`oA>^yrQBm0qcKV`OrWwmSU)`PDq6r*P@e?)pVeGIs3>;)!u#o~pzk^9Gv$2o z;vx*KUTq~P5{RVEG$0O^@96M{@NJj0SB2=#=sS0a&FW18_v$)i2%D9%E65Z&6R7zJ zakazu(Is_#eL|-befRF`OQ-M#e(PalU;p6X%-(6Zc_2c$CM$obUJS-pLqI?}OV5Lw zLWenDCokw;d4Y3aqMIl)@Ey2cUqLkps}2m6H|zT&)O6;dqKJ!)CHC6GaA+-e0`a@+ zJR>8cLw|8CG87h%wzd}dto??rN0^6a|JyrQGY5T9Wo0E$do|Fn+t{rTxbRJP;DMG; z=W+uTq@||*37sNlzIuzyPkC@Bv)iM1wM=5XSY%2?*U~$&%5T8V0WAdDJ9LSVENlPT%*V?s;@Z2I z$+~qb=54$2wsD<)uB-^bgJ<8q?CAq-a%Y}NMOnX7JG%lTtF(e{!l!_Ur7~wn7w34_ z%@bnk#Pgj;P8>j!$_Pui2?A zPNxq{zWMp{*?luM+?PNG1_cG-q@W(f43ux>nUP72o$<%J_^jm_4?NI?runkyj-#F> zs7Boll9G~aM)T|)pX*0pn>^YXgpe;UAlRqdW}Nro%{5E5W8Nye`90kr)B_lFmIkQ` z`Fho}^L*axQ@^3dXjms((6QK=dNf1wtc(Skvx)qqZ-I*ir`~m9lP=*41-Xu~vGLRt zcsg)MSC{OI3`)E&^K^bn^5IPtzD#{Mb;^#o+7>r9?^2>?^$G3rry5L=biFaL7v=MK zHuzFzJKj;}m9%4?i#f%z3JM#0DJdwJsYR?KJJ6SG*s#IY3fs7p#UjYwH&n`@nIEdo z$oK$zv8=7}bqX;k_F4Hd9=`_9WpV!pe7|x-PRg)E!qVgkiXQE12-D54ZbQnc*jbuD zcIe{dmL(!!K7RbTtGfTq8+FOr_rc@Dl0wL7QLJm<<|A6lU+O%Iv~_nEM4zI~f~j zj$qoE;Jpi!&bdclc<`8bGmHR8Y&=$%Q3j+QTCQ=L_1rSrh;#NZ1g04Ya2A}5TW@@!)! z#j_wtFU<}1)z^PK9ssamhNgaJkmMk~Qtm5Ib{LT?maoEW!Qq#MN4n(V%Q}brn~uYm zb`E=9bBCTk-yeB+kZk+CUm)wDEwajEDd7}zIihN zuO4CP^SftjI6Se*c{<+q&qYy#-y6x~G1LX^$?5&c2xDOm7w6Uz#BH{UlGMMJc#9u; zf(?#SqgBt z)XnqGfU*cKNR2xOYSQ*7dCjp=e7kA<;Nmh9i6OtiPOl(_QEUaU{;o$k{R#CoOX za)-gX@e*+ZlPXI6`L}yqR~Bs`QgUVuusl!pSMn)<=|(UlU<0OT>P-`3wblPKWOGY5 zW2gJlbg#CYPwVIN0XPhL9ehB=^3FW5?&R?N1j30!iKpuWMcu1cJcE$P`PyY>ORBFb zbD=ZIyZ>H{Q^lyo326X3l*O^xaJ!udxy(Ir$6ZVC7}{5SCL%rdh=*v5KA{~@>*YiI zjYA(9q9{cnQ9J+`P3L<^T+F5d7sT3VPOHn%8~c)I{=`l?%S>xO9r!t}*rQ4>soJ>7Mr{&;WOI+YB7PZFiKM zeRE$=u5n1*!Rs{4qSuxGsHk$!aMd#jd_#As_KSYJmG>3Da?8^iz23B{4QDNAm`OS3 zn7qU>*--^*uQ#)ktp&yOs`+pOehiRz&}RHn>ttt@uX=fv*sJ$;ti0VLh6@ATMOV4x z-{)1ZAiWZPT*p0#XDur)|M*U-rJWS@tTK&0eg9LWBxqbKul_8{^45i~LRM;OYN+3A z3o(1p(tdDEdc=JNoHjT=t1oxb0s~K_U9Si~ zgFmSAK@9;xmj-VYRx2tdhQx1Ee&F1T^?8wORpI}FUKtD_^k9ad&uOAP<@4O!+v=-V zemm$bvGC$VLrk~#s!$GLT!OI|^g^R~NQF=(1ySXG1CI-auu04)Rp@@+?UNTTic6$F zi~g*ss2B|4SK(y{NTbiD>LPDvV4ld)&hClB-~rED1REeDxRsf-a$x(h*Z14BZ8i(2 zDWElGFQH00VPur}+WSl**+wcVOB;@Y_6qW;=d@89 zG!ThiLTv(SebuqxJgJFxCr{PhYb8cT_rvA(3iS}0tZdt8LVtn=;Hmo;IRhc9DIk*) zUQ)hjzml9eVp%ZAT9P=du$Wa^UhV_eEl4BOWJB7VthD6h)=3a^T5 za2Zdla2da+>FMTpI+QM}7!D0U*)BI}uIy+&rKriU!uyju%=}(-Q=Ze_mv-3;yJ@Re z?iUSZ>Eiz|wxkv(nyJKOO{V&8mmIQMc6RoUm6HUyoXQkTBlGwJ=@}wEN<%O7ml|4LypVg4$x9of&R+9xVZd4v zHwk%^jZJPv%!W`O+QOs9j;$5>0rPEhy1G=qm4hdJS2HRI9+pw>8-IXcZO=z;(p~`^ zzYwD(E)40jW~gcmLeX~d#$Z&#g;R3PA7oBex;}ySEQRsY+?*hlO%OK85^z?vy_C)H z(`D2qt))1YOJBZ>ETE|AOfZ`9JFR}uX2rTg`E;vVinPO*>B%ak&%~HhQgtfey4kro zoV*o?#cpobSJi$db-klQec!%)5r^S6NW3{kD5>M(SQEPh&RlxV5no+KAk0hIe-Y+_ zD_rO-?T!gHljd7iK^`~pIoBKqm0WyxLeEH<{Dq-l)3Pg zSXQtYm~l9P?7bMbJAXCs8;u79zIM8o5T8hUO^VvQt(2%8EA0)1xMq@XWhv3jsmRd) z(+nlHsLIonF73DkYBZ)f?91?@^K>!Y=Vi|bb*YyeHrQb8*bgJDq!AOx{}9hI(DpWU z4ya#kS+iDuqjsehHNCc#TXl6cO3m$#V_+r^@A$p*=OtdtcTQDybQw0Hqz2Ey6%YImz|MeJ)KR#Oqxz;o1eL7TTsy#X{&9hsrjN5 zhz-z@@xo7MP1T~{P->(R3(RgOzZ$KT+X3=<6l`C)8@zA+Q8s4V-VGJh-tBpB`Lff> zeHwSWNFcobC~gBSQ0FYH6d)iIje{cL|!@cx{jB#t0%7RK}~5=>?{Plg6-nA0*v z@dR_-1?g+Hop!(3O^vg6ZiSp|G!^#W!^B+|85|^fpeJ}?l;;r7q`G%Iygb@wpFFwz z_{w9a=ih%W`#(rGwA2_n#zT7-6~5DQ_6LY}ZpzL}Xml452u3<(q(%6tUbL18Q233)9qPZqV)5sR@Z? zkx~jJKOrMS%H7f>0Ov+l%;RaM%FK;Q zXOySEC<7Yc47D+YougM*O2k)DK?*#>D&JnSM3kE=id)&Qe1u}9XN=Iu4|(eP$a)qn?^y547~w%`h`+Cu9rpZ3+;0@Jtnh@vb@Mc4^Mwo$ z^gf8BBkuF2sDf|!sDC<;>Ssbn8m}Fwm?pclo-ufv_S2LrK*VDo@g+$ycWC#UngAhpHShPZ;VvN_CK}6@f6x-T{n-`3VzqF5`Q?`t97577$M)ddHa z1@mQ(*7)(InNcVIMYFFW8%g{)98pS_M#6%Ecz&JlOUFd7vgJh&5-Nt1ksJZ&HNKXj zUMnuNXPI0g;msDUjyK2XP+Yt9RgBj5zGrY^B5N4q&%v9LFOgp~RriaFM^U(YTe-N1 z8mu5FXe;ST(2;cReqY&%A^Pc4UVmRj_h4D-DB*aOn}q%y^S@Rz#jD3EkC4!Q74wXc zsmIT~Ab$vt0Rx6A3h=M9Kl0G$Kx~8T54^xQYeTBG%ia|*{Vfl;awsP~C9Vr6oz$OU zN{8&bw>LV4@N9lj89XC@WtIn$j=rFUitBh2#C^~fj$$LRsCZ~EK~3c+1(nFlm+225 zs`HswZ(x^@=zacNcEus);tf>a^W(pN|IX44YwnmKn*=$~d_URn1j>a#idSSCG$AT@ zQ3M!qA{_HUP6~h_b+%<3F2-;@$1i2u+s`XpE4DImsz$C!l>Vr4!ESAeoj;mxXRQ0z zE4cQi>dL{Y0_e>V_scLJr|wB|U-QYm<#v>W+%kUfMO)hiP=9IU%b1UD`9e~^-DCzx z>ea31eUw#&b+G&WA+iH*p%nd{$Ez`I3Gb~u&z)XZuS$Nw^rS&}MJbQ#>>&UE&nrex zOKuF|>yT;OQ%oz_O2$UKiW*V8ifby8Z2EL;M-{7;^I_PXb?@Q_s)O44~|1_(@{5XDidg_ z@tqsp&la!e2$6EvN3r=r8#}F;A^LiW)WP34QtZFa0+(Aq$~BqjoE#mWp#}NmlQXYt zM84TRfTFMtFtr=4ljy6)rxgwT_`rWVa9Pibq*s^u29OcbCV~DMY zz#Z>n*r6-hq}`j}RaRrx5CU>Y4Nz*-29G;dYQnj3u5S68uaJg4KJKD-0h)lfrDT~u zN!9=)UgqrCcWG%HxvTit8Hy;{n$#qSDY5i)&Uz>g0s^9?wp^PIuq-?Y41SqR|DmZL zMI6<>BYOsq-_F6j=8jZBg(1FJ$xE?v0(YPD5$7Ov;hrCS@17Ue>^q$dqG|q3-eD2! zEUSUrvBL2k;@07|_LnXlaNK=D+;P~btVt$Vh^_{}mO%wX#aR{rP2D-nAYF(m(zXwQ z2KNq=J^H*v0UcFt9}JX)b;T;TYwx0yIdNh=vjCbhos&QmW5fpmc7?5#rWRO4<>nb= zI`~;ySXz2`dX~Xc-7TaRat*c1&lZ$x=f%yZo_j&Q8Wmk1!sd(dDA!aMhc={)OvTXM z$4sWBU>RctJT_B!2>_G6cW<7~-5yqLG68Ri$>8xPg{vooI6-c)xlD&<-W;Fm9Bq!4 zGDUQkIkdsv?Lf$~c_44eQPScCs4`P5N>s1>O`O#1VnYZGDDH3bh$k*~afU*dY2uyb`H|yu#hDoyPW_c&?ycmJKZT8Maj%7zmmg#n z&3K{F17s!O>2O)32pG$@Phi#a*6G?9nvz)zJO$j+^8&H{j`SvsFIoJY@B9d{dzsFc z8+5xb>=z<=to{%QyanqdPhFebS9fDt2Zf^#4WUTnym{Dlg60(H`qS$}1bH!>C(PK^ z-oE|7u8#|yr*;Qh3NL2OOJ)O18I44bFwbq%*4Ac~98ZLGzeln(lRAGd>w)Wn1>5bywea&E3OEU~`VQ{CYG@i=9s=UW6>Xr6eS z5Z|*zD?Pq)GrEJsO5?ED9!^2OZQCR0jOOId>?%H0!Nl^WzyGMuZzIp>;WCbbTNmXk zwH9mUMSZ+Y8{Vg#aU3X7JaE2dw2XoYGqDSBBC$EP=@l?#dmXvr?&aBAcn1;8$?@?@ zNs&KZxC6}hynD?bC8Nc*PX4;)u+6)rRWt}tlSf#%5E@aGjZrMW?)3C+;`d+4!2#)> zX{6;)t4_Ueefzp0sMCwt4TT|kbTxS94KK_d1C2|IR8E^{*Ai1+%np{{PC7$5b|xEQ zJ>)PUPR^H!530V8)loO-5?Ei` z^uO7YdijpYQO&ItdIxvxWA3`C==cuhL%rv8eur)WTfH0yaw zOAtC#BGoHc2qgYbMNeJ1G}beFl1M`)Wc%2&@5Dx@8DP4ag;GDgpx2YIk!jg z{znh)p7wBO;&zIhwFc$N&|tj&yZK^+MyOKgoq0%Y zfvVjj2=ZZ;AlkBa@7{enPXVY(1DipqZM1#lOS@acWnIl{E`#f|I<%YtEEZE|bkFif zA!=aC;!}2t_W&rQ#d%rLZcK6U{1Tw{jRan%K_>~P_qkpN%LP>uUTzW}&3=#k* zFjQduGo}7tP^=R<@_+b8*8);MWv-5ANP?nY2Ub@JgBzh=j$K_{JbZ8;K|;d72gK`y zk{hJZr0}mWNGFw)w(=SQ4uR=LR0F!-@*Vef1FnNNAwyfv}Yc zA!zzi)raizmX&>uBI1mZk$rTJeUKafwLJuG&9eRJ*S(Ml8o@Z^;mqKXJkf79z+}81Ty24KN%fiWrxptf2@-W>NbCD1Z+@ z=UsvGgX?bgW7Gt6O;t7y^VFN7G5BTW-8|Mht-enSn-``XKD~S9I8*GKcWpT-mS*PC zj~=crePS=m8LrX=t%(YIDt_IJX_{QT7@6Kc8kw&1*U75gznHl`um$N^alOT%n96b; z(hTlbW>2{jxUXy1*5%T~eS~z)j7)Sd+Kq&yq=NWeQ^q*Q8Mka-=PSOj$c*RP(J!1A zM!{^M7oz+dVm$~JG)$eG=D|LKOM@xp@s)CPD@dDpk6+c+BI|p&ySKnb69RF-wGeDP zEH6(1-N9Je@|u%bw2+6oDMw|5$`Y0Fr<1T|J%agmXG4t3T*hox=2Hp>d9XBaM3&&; z3EBoDk#`ay+HGYNcfWvR^(>hD6wZANgfyWg&(pd2d3%-C0mo&)n>tzBgH*P5>IoQE zmUJyp=r9@o^Pc#N{gdimEoAGmwd{`3K~l_X3nz#o?d^o@f{B&?z+$?}GG-jQgWf@# zSiKjtZdAs@dYjZ^XeBgFQ93Y40fE)xrsUm(<^|t)@5JO}L#~ZAOFm^(BYceXt8;QD z2@Y+Gs9)w3Ts)H29X)y!Vb9WlFp6Q27i5=Eg!-fR;kn~fXR$aVw|Emg$tre~>F7cA zokN3^d}ZN7aEU!+$_#1;Dq1FrQwyMCAI#CQscNiv z>x^zj$luc4`Chh>Ol!@baF=$n{-_r-h|6dg=o(LDNO7NKvmn29hu zot2r(0HqNaWKK>_kV0zQigEELQIfuW`&J4zPhbz}7$8ZgGfi}4Z;1mBt{w#F0{7ce z5k5YzOjk*Kw0k*YN@S^0#LkDQc%wF9P*dteOjKdKU2*m20Uwc~f=W569dB7|g~lsy zgPL>tf)b2BX}GYwAPD3u<|_)%KKl*QkT9LmO>TZyRwIfoP`*`Jw@l#3zI~@!*6Wv8 zM+k;|+YJW6IF8L%(>y^v><+i8=a*4=%L(c{mde8-T(9TmkpOv~ZaJ_>n%or=tzX2U zW1&FQYkAve$xMHS5q$cM{RUse2eL9UV#mnX;ZR>IBV4+rk#e6@lKtV({xMPDei;Qe z;m_rY5dO781%-sL3nx7=a09Ok$3v7H7aM)a$fF3qOf!GI%DO$6z-o4a1~2YNDa|IW z9?+ZOw)Cv5tXsC2y1E7IBmMaC1AUe@Q*=_&-00{FuDw-y*Jm8~nJxL+#~lq#nV%Lz z7{aXdE=<39Y--BpPO%6=N%SlkNhTPW7XPImKwgW>%eRZU+E-Kg^12%7n!OFtj`$Nc zb4(s?cn>i(AQZ|mR{Q>XPhN|xFG^%$M@g@sdo$>2Yg5|@YlKL-$-?Dv0j+NKs%ym% zCgj@AqRX5b0O+cCJ?L?@v$M0(GLE2Y{>3=*{$~tbII6t@?v~f114!tK=Y)ejO&^uD=YNy=pLvX7T!l_7(@Z z0ySG(zVXd;q=%9~?sRA8p*F@)AKXmFP!(sLxkAb}jK~wqAnc2JslSn;SPri5c(|~m z>t&39fo5JkxeT|Yk2E)EdQe&jR1?$F0|>9iH*Yrgh=Z#_ovD)!JFKw}AFwxy$Ho*a z$i52nBI8_u30ZeCG1cvnmzT#_JVO`owq7H5VTlbJ0)hTm&f<}$Tr{stmbdmYiuArq zEn^hZyN;D*bb*ruAo%y8S|Fi+vvi8*au?I(yXtRQi_`86`yb4?zJc_H)tHTh@Qn_b zC`4(m^}Z!Htqsx6{paIsr1Sj|X{YpOJ^*}-50&^kav4@QUc8~VxUqqP0=X4%nPFv< z&2#(X+{cc+YY&?3sKhmJy+-U2S|FGnXL~>jk{|H7Sk0Q+WpvE_P)GBcH^yH;vI6L) zeBZZn0n@$@Yu}dI>5V(Lm?fMlno1ci(@ZNk67$GG)&qzBkc2>0B$(?*0!oXUUIEbN zf257USXgpAiVYk6{5ge3)?O+uKAvU!cEa!-q$b_2!%=S;08Iwnx|MOk0a1y8E9nnu zwQHBE2D%y)1&AQUUTfH!g)0mR8m6>D&P*T=b0|p_VgOsqo~wLojtU^T{5K;=8f~4O z&geuIpZxvgd=meB@)0t2Wp%H7y$7}2#Of0WfWA25y`&{0zG8%ZU0zijWt z@$q)bZ6E1Be*EZ~9~;wV_mS2%MJWz24wJfC8U$;B7)?WmwEQkF^?^D?rXh#I%i206 z3l8Vhf8Iv6gX}W2cVW|aFUu)^UtG-pFh*)fJrK)%;K1EljB@hOW^V{)JA#ZN3(Q+ffJpeKymb3Uil2VdEbd6%gscAMxp6iXpIt_yh@={Ir<6lC1$z36-y zrM!xr8rvAtO_r8O`sExtPJd$%{R?t+zBpEClrwR}BwJu$J%l97XRFwJ0bb0jea_$8 zEM1@AZ^=d~)`y}tx1@ci_wUELAht$X^S3jV3+5aGc2#S@*7G|$@h8GL8#BhUv)6^s z%`04+*Hf=|0at>+<}8T>fb;kh8`eTDy01_ftiUk=4~PSKFfb-6>f-0&x28w3PI$6z z8ox4DN9$=A%|;UYO0)%^Bi~EBRH5?)>LZbn zR{UCKjVCd{P!ucjppRUJ*in;Gc>V^g>LvxVE!lh#fIGObaO9?_l8QTEBlWs!&!rIa zT-l1(FT{VtPEhA-y!6$>)GdjUS}fAm9jU}@{<9)o1GfM@6(_;!U*8PrAN*$zZ)R@( zxE0<6jY4HQBEw!^RgW9|B&-6|76nnUMx2Cg?U@t7apWyX{)dbnuljk)g@ptM7qJ(j zO`UwOFJ~ckitM3TAfZ!2i8>Ya*mj!i;RX4;&cCIHY6crA4fwzjq2`HVc=o8;dKtVY zi$yN%NQ7+xBpmndCo;K{a_lL``T(fW(b3V~FU!dZGRHSYFjQKTd{)EC?}jYEv0p?a zf)CY$Vy;EBjvles@xirOL!c+bZ8m%j=s9&~>rL57;r^!w1cD{me1SoK9UB=N<1{RA z!X#K2CQ0tdJFl7ka6G@AvkdD3$o3yAgkRfC0e8*{G9I4e^egj>~uaKUj^V#)mH z6P4h6PJVj!wN1+Y_smj{!7lI^802Y41OCM`zU~eN$(*AW^fg_NkXSr0`IBH+)wgl_ zlXs4(_Rkch^uLD=qa&VVmWC6$r*QrFH7x^sPy^~s-Z`sUUUT(dyul!NgBkD!;Szdq z#q<9n_6zERLr%~#6=yC283i2&t3FVD1f+;#PrH^nt1;(xT{Rq5yup?ua)GICkcJH z{%-)3dFvL19{Eo1{rKPHNgg|cC&}gd!;=gc8Ar%Qk5~Q12~J<3KkI17+o_wpRE7^r zTt?fEsLiu8Gy5wA)@}>Y5pFC3N-z1gv-yI-ZcGC=Fxf=?l+yaL8HxkU=?zPy9q~=~ zMA|TnuoeH4By?CaH~9AKWQzyyYV%%ANoiqzo(F=$rr6Jfs>RL8DcpOI%fASiuGiyd z&z|K*kBKgNlCZVy)k5C+;b@lA+pNf(Yy6_1UvjcXjFTjG)3J7;Md)3h8z%5)Rw8oX z__HfH&&@0>zC6ofdZxD-I*g2Wjjkk7s(=Ybi0ga)@@20O8B4wm^Sz5^>4#$@aB=_hHazChTc8osm*W-i6*N}*c0KXd7K>}cRUXxkHX{N$}2=hUdR z*F$0i=mJxcXf=`qY_UP^g=6}^o^3rUO&4cpoBm?1D!VSHm6+r$y%g-xzFp+uiHR!4 zA=;E|B=t>yzth^vjBszpMs)3Jp*Ku7YaE@*>gr&NDZnQa`J30*>CnljsNC8Csby01 z*F~^1*8>6~ZcSUU!~O1eZBo!H_XTem{|UTE8g`O4p5m?qval|a&|e>%sp5M zUC0SS0Bt$`=KwN(AOpRh7MSR1K5pj0wZ_Rt@;nIW^R(!MxLYstKMxf*0^ky2DNi&4 z0!p)e*+&EtwtW4hGFO64in7ut0CEg#e?m`i!v{uBB5vWVcjDq2Ba5{*X&YcVlp3S& zHbD`dj{7etVD}QOjXT;8ln}HbbJa*^Kg<__7Fa4q>y^l==Dc;lEwrcDh;lqX1~7%>2ey=1HHoJ zMa6lPo2b_e9&yVreR?~nTe}mT-17?32h^FYqS!PzWssS<)zBOLeQ|Su+kPlt4SJw< zKLo(Uqd4c*Et;@1Fc}hPN_=Y7p6np2D$AJNqNc()w|Nb?pxKrqI1zEVkdTK4w8kCM z+ce1%lWDC-3=0#ezj+9s=-)V$g0WI~f0}p&IKoE?3$vgo;9T!MS`Jr}3m1d}VX6W? z#qZV(^fATjmtVm0kI2u%GnGj zh}n~L*2Zr}SX+!7eN*GL#kz1StjoOoZPuW7K;y8$5M&c`m)@&hhoyB=OicYAq%5S< zv>IZpKiYC3!+w5`f7j`c;PPBuT+(U)Y{fNALKdz49-Vto$RQ~yXp7*{L+sXj60Z9Z z-^z%Z780N2V?IJvN{)sR$*cfLFNd)0FqvqlqhU7ECbptAPSEHNf$sxhM);7=VZ)!O zWk`XN!llEGi$`J30!#v0)9I*Jvr(9V?Rdn%%Gxq+KU5)7W%d*c7)D+)^rAlrLk|}c z76vuW>Dl5-g&fj1xmU1KbX_EwBN@(&|)||XuEYo zDf0sWewbPX5-8Hmauvy6iZZvEj~0oSxtzD&-`1M`F|HV3L)p^(g5cUQm)w5FdwvP# zI_Hx_bZq}tpcKGkGTOtZ4f{6!O7%e|2_VH$!j_z#|G9Fgl~m|LhW8bBcdP|2tfpU) z?dxjT3F1@KqUWXs@7>>#qAGie>FR+c0y2`jl`5{dfGtk!=ZdbZ;o{~bLY5yn(Gd4K zS1V8xONA3`=X4(!HS);w_2<$U}tD5a`CiBb>M-&sD5MHD1qvO)1hS+J<+nAMa+tZ!e#sOUptPvXmf@D zV~rBXyFnkaGW)1KN&|D|3_x=B($^+!jpIX4Tz*Jcy`U&{n|aIZd}I74SXxkQW)W8~ zXEMUEQapKhvu1JBp`(dJ3FBE%TI6mdB=Ll!XQZ2FY-T1QD$0T{_n+pjW+MEIg!k$X zj8el-w2pNdB4ez3C3FZh?J$wpwoff8&KnbLyn#nO7ul~^pd&6;+*~N)IjAJO*6cv7 zB73?P=uo4O!s*i}mjDs`zyHVNG`t+jwAcN*0^b+0!q)covzWT;TH_WJ3{8U{0o(%_ zckh0Nl!23TVX!Rpch~1PZ-|YW5iii1>*edq1{1b2H|bZ3Z~+L6_egY8W22@8N>>R`uc1_Sk8Iiz&G^iSsw(g`GLdj6&3C3>-!F{ejsw(9w+&)zSSBpZL*CR zV1-YblA2nX+dVw&8=9)I7x+()%gHIc!`4+roXGmnoqBDbMJME+h`pacCfNO1u%lzAKLe}Nr>?cs6Z>mg(CeT4op%=~AJ;zGJpeCDzo|ntf+S zdwV<7Nw2JTjP{5hA=w+m{O@7qON1Su1~WLNZy4mX=?7rSlW6Z0*J>$i7%|ZCA5b~v z7Xm6LRX&2=;sP``mKR`X;UHa!#M*y4}xCyy$lsPng0qQ@9?$U-*#}z%MO^@ z^1!M@)#kmpP1p5ZeO)r5E;ia}PAuy!7od|#bJEizmPf?$u{rDuGzNsIO@1`7)iI5q4xvIpQVhc(A20D2|K2pPrD>Gqf|4xK@5s~ z$hB06O+)RGt#K3OK8U-7D+{FYVqwOY zNa(&5S;jwqZpUjMDdS@snVF#`zMnRWXFY|;};cXwZltReJqjAU0x zY|>s0-o~Qymb+&%!{h4sDbROpK|x}n2vyXc7Juqr63-GXJxQQzQH z<{f+G8oEBL9~&KwS|HQ{`ctACihX!9Afm}Lm~Yw`+De0k_U~tBy+Ao6zp*+_M~dq* zlHzNJ9@4Vt#VHZ1mK~dm2t|-&5O7z&S^&Mij4}1lVNlaM#jdLTFp(wX+&M-wtzW@_inW-U8TVj>@#P-m;^1%W zCZO%cEpVLxti(91{doVJe3;=Hv5ruc>SWahNA*pAz7F@qZEEz*Ta?M80$DfF`l-LQ z(BDajl2SRgu#vuS^+gq5#Wn!oXqQIfKLeOJbZ3+3OL$ws0vzSHpz*jsH@RsD2(DwC zqQ_uQQYHDEn4t0KMT9$4hV;Sef`(zU$oToxydvM}G@Ifqh+e(`u;}7@PXoqxrG%B$efy ztr3CIQ$*T+M{n0GL|@5;5nZ<`$rpc4wck7`oQp^L^?lpC4D#rEcU__fPp?x}2RZ7ZhW9{IX#B}{e@W3Rs)njpxt zf6#H0fd4?pj|Rm69haA(Je0C+`qL+G^m9$ZHFyNttl-d4%OX^8N-w8m(*nP(y^;Ew zniKZvGkL8hRX_+QU-9~(bqo=|zL_^ld+0P}$+N|V+3Ip|! z`MF!vj1snwQ=@XM`I`K>~yh(ZzTzlbI8J(oMjULA#UF#V!sxG$>*4wS7Q${estx54K} zZTe+DC306NlEY5d;GoFu0IKNV{ddSn^PkMzjVi#Af;oxSYfX}hk&?lU*w(iG#Cjak z7QY};lmd4kzP~}1uD*Uw_Y{_d)vVcuk~(UhOI2+Hk{VMLc9620gY=xc7qMu_u%#C&TH1o-I&Bj zS^k2GDhC1wFz52pN3I4O`308&aOnJKKD!&Y%wb1K^zYcM{WKez?)aN_war1M^t7WC zS_zIK(Ax;Vu$#_4@jwQ>Bl_^RE=-J}PHWBy)S6dhptMx;_Z6d!PM~@owUi~^jtDO7)G56L{Rj$#x_yQCWF-QePl#)gXQ4A0%=@v;PL`nof5h(*D zL_$JTBo~bcl9DzhAf+H7B_T)%h$!%TKHTTrbIv{Ij(hI-jd8Dk?6JpS2Wx%bJKs5< z`NXk>Cw}(C(L!bz6hyT6wBafDrhBnUw{p!z zpx{DmGR?)~b87C}6RYaZe1UHh2Y-D@?8LAZ6^KnSkG#cK5+ghN`_VkxOxR#N(x_Z( z`<&*uwsRh>mQx25(+p6w64qSF1UKTrEI|`L7Y? zS1@S{L0D@rxRhl^c*8bCuc!BY`gHF;|Ik?CFssi=?531;d)8ceL@#p8Rhr5S3^J!v zb~ZMI@fSnQOp#bQQH=x9D#|}Ul`C;SJ&)d(*pWFMn-?*&H|F1W*#99A{g<%Q9Yt}& z0R>%+qTvpIFLuPa|K^2ZYtHW+S<6zN6bKSr%daj*>qSs< zBHR}6ajraITrylRl{wNjt9sJZ8c%DImN#UB)!r#j0VqZuv91661g+>-QT{`p2~`Al z_%T&*#7ZwK1h&)2BL1hm+zXfc8zYifb>#3{wyK*n1jyfzl%ZFzR_Z)(OGn^rVbIS` zG%$k^Agaqr9-j^*@bgEIRlr8W>VdvEB_XSrOAQ3GRZ*b%pLaZ8c(0TNYiUkS&ZjFm zGar~J2x_jHyk?f2R?q^f-YM=wQL~tST5ajrrDri9HqWAkcuD}#`kB)J_;h4W&|<7o zJ8>dmrxOCZ-u4WaZg#sY6T{lJoEmssGwjsoLDQ}sb4yqCmXGx2O%G6>qQ`u7_NV!` z?Hv62dnkQ}4Fn_qbXEA6Zy}vkV4>LM^aL%F!Q#hR&bP!24h4leJropjY(lQm-MDiK z&^~4o0*ce5Y``SrL5RxX|-*LTt`?4PxIxz+69zVZ3jvBYt|Nfcw zC$qwu>zyBTYo|sv*B!tSyb_oxO;0*pWRyNQ4Ex3Fq`iW9G_nC!Tfbwu5$?0!1q`KB zJtf^Wr}6S7^Sf+A?5MdtJcq8X$+KhWGa4j?xm@nFT@fH#h zlOCMW(%K?8<$|5N)yym?p%D-Cg(+pF>aG&5)EaX<6@QQK$Iild7nG_kGHnn-8YOSS z=hizDqbyH~IA7{dl2=lylb;pz4+!Y1I!OSM^W&@x3}RSkh;fm4R@9Dg;zU@@no^Rg zO0Vr3c!|QGoB-+#K;R*vCu8z>$G>>Vu~NjJkNQoFpkUNsoQ%~tX=upTw(ltA1q8A{ zr8in?>aq=-q<7Ik!_)Gy8^~8AL2p&Rh}{4^j+@O|VmE+Vl9!K5{1H)aG;9&EXm`ss zBx`jy0RNX4DwR-07$m(2TM>4gzB)u$r(c?i6g{!l2n|x-F%$dG*J%e)oR1wlhH3ep zV}K^Se7eUtFkst+jq!7l%2q1%QZ2X$G2x$}r-g+(p?n;XMfp9iw#L^(&j5CT)Mx1^ zNj(a+;v(GK+@Wp50|WQM!nBtk?4rbH{VL0ftwH2~h!k8_m|#lDt-Du@QnrWZ*TUc! zjD%EM$itM%AvNN@DKu4B+&zkoJ!L-UYeXyxnDxxt*blngB!lh!Xa)-z6e-<6K!J9* z#%DfvbcEg3NsOcXna+lbf8bGfSJwd$qO0z+>|F=$1TtKAY1-f?VjuAN6uK1uRxf); zV=e8_B0+C{EXTu7ycwgjK#o9ETD;1dT}VWD&Xlh4Mv*kKr)HE8Jd91@VfAL?8A7 zaRWDZ9n+mVB-qp5yNhiCvB28l;OK~X`KQ>obbiVU-@6VP@K)wY#A5o*y*qZ^bZ{(i zo4+!01sR9arS%^d)!8FJz3(~vH=P^w&oIlvq5GgvhPM~k2~Z*#FFVK?*YI83k`r3E z)`NM zUdqtW(5isif`h~xe^wIAI@|GCG$m-|BbU?O-C=#T81>*Nb}784JBtw@0q^!6f`pUq z;ToCMo3hg#Y+b7ltd}O}iG2(0?XC;48en`zJ$xw0_^+yktG0(GAfuexJ%iDc9Jv!x zan2f8R+8Dd-&t8%Jxv+c13x(1=uIs)7u2nQWGus!==2eod1f{&9S=Z9;IqGwX0#8kXszt6MR5O@pgNLhenZm_s^mqlGV822iT0>WVnGkI5j z^Mv~%N9DenE5Lgehyl&H38_M%qoBSBAKy6;Ao3#!TW+DN3FfqM7d?=2?OcPm`^pV< zSbK13s;`CTzHhtpwX$UbYhr+z2${t%IyxF=dMK94t+0Z#H6WT4&t%=QhzQ%ms1bV~ zV?&_TqqDyg$HsKXRfU@ z$7ME(#3Xh(GeeiGw5zydGEGzI2aF6wr9|}5r_%OEN?!6gUV2ypdxpcy-71QC! z@TtVO@BgA!usVBIhrV?eUPlwcguXh3+z=R;6i52lG#2+m_dddMVs022EEZ^>8UP1& z1X{S34at%D@wO)Mn@yj)?sL%I0(wL)S}e=2_9X zdAV!PXMwQ#M}Fb)D2gp}603BRj?K)pH$5_Y?Fo-fl!ImS?o=}?Rh>oEOJd||GeUcS z`m$c~`V9Ab%+_IfpFAJZIb{&8dt@G$1d09Hn*iu)m6yVgdMfk-`i@r55>n*%ET z%&3y9ySrn5cmlkE3?=P$ZZpTHV`o$0!h2+}l|tv^>)Us z*v;A#V1>Kza}Rlk&k$5~f$}9lE#hy{CU2iAJNC)}{$?lBM4i2Vo&3Q9Vbf#Wt9LReSsujxC2i_&(e zx2rH}2puiJLwF*7|CqyZB?lN85XGn`tt-bg*XoA|DUM29eKvz;7og^3$Fn`VcOUau zIIXSy0g_b&Vdx!f!#lA-C-U8@_y~Xh|Lz~(gZ_8#nh9K6J_5#d*hj)6pP-blghxdw zCZa2W_EZc8!?;87C7{`jubjPta|?3|&fA!vAg+ESh7g%o`;W|?!FmF+1c65Ne?0OJ zAJk)O)xwSS)Kz%(8>nBK#SXAj8p^)|2M!pXNHZ&6#6b%#iTZ;L2(B;4zF;WM`vEI; zr8xdKDnx6hunD)FuD}*FG~!y{(XgT>AHpKAnF+;ALjeZjynk09AYDecR@c^so9P=G z5>Xq_t02d%8qzwT^dOJ%!@kReuA}Zv3cbTz z9mYM$1sY1h0X7d2^9r@KZE4y!B5G8Hvn?bH)2LajLe2R_eqrdW8A_1%LHy3upZLnW z;Z8H_1e6{&(dkAiNQ1$WRU`Ew;s$VsCM71K=d`i36oLYc! zie&c-8|sZ#^%QN)|OP%*ubhDkNZw3SM1~uoK>6;~nC*-RN%lV?8g#G+N6U zhaDRI`t@wKl0*f??}R_tkos11pof%zF$&Au^#FNuvd~%rf_?|+6Z=W{zQCN%-v(IN>L-c^cd|kvYd?7@%fxBew z>@v^X{m5x&$JTJdcQt*HG{a-_FX)LQ9B|5360R z74x%e;xVrQ<;QbDTXYfHdslz+}z%n9zD&YeU@+W z24MlPfatdEg&eg|5lA#VK2m3{j)t3jRv(mG+z&y>qqBd(hJ#v&Df2aw5Yk_R@JytS ziPfRy61bj1ZxT?`zR9i9^@O{7vCxr!)gMf=Vhq!INl%)e^v7C&Rf|{j@$*^G9?+o6 zySU`hu&W-Ccaf;p+!NPOHSWv`7;)bYiue!LlCjIwiDY4B2JU+zwdI2$F9ZBwWusv$ zr<^VW`-V&IWcwY2=jbLpsmM{?x=^tIm;pI`5dl@6$R?epA!(APW@gaZ-&c!(lmN4V zWO9OevOOUs=-fO6DFGY8XSc{S6X3l723`8p+c$3-W_X~sT;?HM4oNg>{-pa36H^wi z089y(OZg9xL5qKDLxW3jy%GtYclDFMt6xNyXGP1MXUkzCrb}X{E18|0?I(7KefHym zM-(dsr0z`2u&>AzFnxNO!n72O;xNvyi*Mh)6__JJ0d%lAnepL&gC$r2jT!5i)8emi zJ`tv4QsEgh+s-1|!|f$>Wt?9VvG= zZr^XEt)~}3&VWl4YX)f*!{W#Mu2y&n9VS=LvCvAlJxpi;-p5H) zW;>5xa>sxW5Jf{O8T_+&AIG7(t`5UV6mm-)YMo;uSXWK4e*Qek4A0p1o*r);(`I=W zy92LKjRi$dsH$4p!bmu^%8GbIYQ`G>z~5 zF-;Rx9NwYryBB{>Hu4j=z?t6(j~qADp78Yi121H&&oaw+Im`IhIHO?>(!1laxhI~1 z$Ps_a1ZV_h9DF{0gE)T8EnD7FCpVy;75kDEiV+t%n|qaychb`0VbN}Z0o1@Wmwv%QY0Um z64ZUQS^-$LBl-2yC9TJWYrp#LxNvk&D*_o%MkCEBT+*^tY;cih&7&(+Z6S6e?SD5G zgQ@WA>{h9KPH2N7wh9~RA?bdsbi}!zFg??LF6Ix%z$X%~Kr^5T+h?thC18HGGO#T6 zHw!efeujsjSU%b9r$5_>(|KSMUV+*h|K(mH^f>ks&%%VRvOCeGD3GcxLGMiJ6i_%^ zdS9zMcnS*(A)cStbiKh;)?kG{wcRNU8(CEwc-CP33NBNx=Z|3JbXvSRTMo@&VhG^> z`S-cM7%W`NykV&xTdo@Z^RN#uxCCVvS@ebAJ#fADc(_Z+!Ome1!%b&p_Bucd@MUfc zQG##{UXVnrz)at$;NU1OqGH^htB`!VCFpJ0v+p95Z4PLaKrNYIo+(Co+Uk_m1LQ}5 z$RdM+bK1Z@H7!kfho}PYv0vhANWMPe%`~K#iZ0W8)`H>|HA?nP@zf8%%02n?eqJu^DgdhH^6S$R1a zGj(yh!Bcn`rbzM!2;{;c_^=L6>6_DkSj(;1B_yO~*Z`|?s6krwG#P=FN(nA~KCYjx zkt+VB4M#nS3{nsN-vVJmK_V@xvB+pfn50_rL$opG`ws>U}0c@*T~Pl&Y&*v$31vYq1N(5Z~$o=U)}ZFdyKX~HXtURv82g7jCt&=$vnCY&GfBH1^5lyVdPq=eVAZUGzBcgQUHd!phY7w*ZOkfC-fsEIz|0)^4 zb1;1{)ac(m_S$F;O_ipm=8$WFz&48bNn~wB+9@>Ns9zHO(1X?B=gqtjN36kVlUN$5 zzm`JdD<;cbHiI^;MxK+B@ED4zzE9(OEiX#wl*RZ&xf1TWd@1o})2%&3e`?*nf3&-_ zi0q^-KG~Zz)8kWTtw^f3n*j0uy^4=?6}s2jdzuGdT+EDA@jl;MDM~|n#uUO8viTWF^j~f$z=S2=1J2vPcBTvPegezipZC~^i-a!y>=O1gX#!17G0b{45t!4S z>Ww>zex>_4+M*=+Dn5Rf!Iz=8Fe#Lnhe-&ZWTw#?-}8j05*oHKRnNcWHNL>{*w7Yw z`rY0ccvTCO+3~+jdnp!1kz*oHN=!2}r$!|2FGQAxvK zMTzC2{5O-4gbjPgi<1@H%;)}|w`@3wg<=AQx{ugaJ?A<442fZxK2KY}U#g`cqylZn z&|Z`3Z}-u6dA4g1CLy5!Td>|?b```AmSymd9ec9l=V$Q8llKx@vFj)zGa@zbQX6D2 zlRa3K23)v9fiDRi(7^aO_86(P3_x_V0O#?NXMtY{ZCt;;F9HtQXeVQJfMe;24<2i3 zXt;Ygf?=twK(p=K$0zK=;|Sy8hg z=Neg)BcwhIabMOm#Db6`Oibyi=mT)Y^dHtwt^IN73bw9NCPiSlG?WNrQPR-S<>%&V z&wT^tjxe;|85>4IotjA_nCy7X;Pre6#%eCBX0#%^c`WNWB?tclnE%hS2}`A@Z}|0{s3xOmABB--PJ_e)7g*1`#0ZIWj=;p(F5EmPQr>2!gLYJ;PSl@D0Jj7+tm=(9$MdX)w19B3gyBQA*eN&a1o32rttq1cmZ~#&CgU+xhwwQlDCT9z$k$$l^1@u zLP40OL>ZCO`0N}q#l+Bdp@P4=d5FN+PsDH)3*5?%#f6-wC;cW?xJfNR$q$%YW?4eN@Hz5-&oFlcb=5lvp7^>32aW*L~2pcOVg5#Q&VMK+PXsdP057pj|gev=7F}r)}1JLV+hlZS0KzadIkv01+ zzD2lh)>eMtI5jz^0pIg^CnwDS;B0)^@o4XL{6JxP6AZ8nqTT-iv|ofVe#HhVLu2Dg zn6!FCwij~h?iLZbTfy&f+C4@_X7AvI52j8Xc?xg=LSH!4hlK$MX!EnPUC(Sn{9g`z z{Td#?bEl}k-$GSC26EsfLYaH~LEh+~>G??kf`>qvQE z0ybfA&DGOmnzXqe9xew-fJ}Ob5eCbp!zWxpv>3avkY3pAq_1MiGkMI>^ORLm^YIE; zl&DH#JcwY-<|?jIw!d939;GtO(rnm5R^9sQ?Rt7PHoN)X>qx#o>CxGbHP_5$C*3~U zR5`eoX6@K*oao&K*P}#rr@upLm!nK76XxMTPo*{*Uj^d)Q->8Af^u9pDv5 z_}ySYk6IQ5X@MIaTwgK7Wh5zq1;LB1KhH6}+DslkKVS(gOUobeS zDwg1XIRJ2hdx7PSVaXV;KXPLG9$*n)WY<;;Z1dyC%c#IR zNc+NPXI)YGvE8g+P_19{>oS@XjLJWt{y`q-X4FB@$wk$BZx&iWn$E?^iQx!l`A&w< z0G0>@X8edC_zw6Zu*QW{!_T;hAi&-!$v}>GKZ8qAjbH@-VW=U17&L!+2`JpW+=HiW z_s=pM$t>BsgV@WU_0|vK8YXz5dRoM`G^VVzS%78Rwlp@w&|}`@;z3BA&$py(h@bT_sDn>mi|U}nakegtvzc!t{gbq+_GM?olH zKDIV8-NE3}_pZ@I8z?i;P4(Nmxw(~Ndep(^a7D(RDdN<)e`yQbA(eP)EC;cB~{IyAle-Z0FXcg0x?g+wKmM( zNOmk7drKs-$2CU_8ygsPuYpsk$;P@x1FT{6ZbN|&qh2*5Db!AtJsc)qFUB+(fCPdR zwP)>IY`wB;;(f}`0Sy$4}o$0~NR&JP+zMIA@din6jYg26GBtU53MPrxyR*-x7rrM6Jq zMrxpn^QBAP)BS!znb4K^%47Qq)Xt@bOr8ZrFJ>8+CSP|=%_t}UWc?7Bf$VIwdYa_~ zUWTmsM#*TG?sr5&qX#NYn8qY%n6GjB+SK3A#ejo{LM#PtaghM2YH90*rRwbkBTIhu zF#(U-a)7dGnSCFeMyP5B-`ukgeel2z^c`gl4Hi)!@=nfQUj|d}Y1*8gFTR5@e%oCV zB&eZ8cwmKHhsX!CQd$4l@zs=!G@$t3^m)E+T5=>c8N##BVFG zhMr=JlZ&c&AuM(JzkI0@d>0%-+CmtJFY}i4p*hS!0Xlm&C51rA`GVoe#c?F>_&13B z>R4CvUNZ@Kf(~r`G|<{nrbe*X#2Z`sVS6S(9#jX4foAe~GVOu^9GfgcN}+>NP*@2m zzZw$I@3FFO(@j;T>w$utl!1xfPv@TKfAb40G|Du{G|&!W4yBzlaEk9|o(^R3H_X>_ zwCCzC3Z(cDNUd5PYLuBGAeSE~p@03@ZoYGCyc?b3X04>3m5vJqjlXOBJ-6=K#Rh17 z4yk>;a_OsDL6(8q4?f-{-9rW{x5PvU=8|;fnw++;$erzqZfI;^ z^m0;$`^GSJ?L$5orXmmFDzpU4&pwEg3Od;%Gy--BZ+%v!?f=@(4v`NRsN;`XZun}U ztz-*6SEM%_7ck1KE?dqiui!OihIOJ z1>p~04a4Tt-aucU{NWq~=P!LS-jk5KGov<{jLSMNXCU~D5fMWGT?=9e0w+ayrER#d zej7A;J~PZfyQbI*Bpc}>No-rsS8Z0IL5qMk7kCFVPgE#HlTv*(lFzu$mz@0jpm{@t z?+20D$(VLF7kGMlrfr7})n*z}VVwJ;{;O4@h=HXHbJf$&obaGOZ7Pd4&fq~#v$@+CsNJ$j| zEWBZlb_ITa7ewL^Nz6WI=j6G1^Y1-mOT9}*CQkJCsKA5CH7p}D1?WHe?>ZN-l3XBC zpEfmAR`&1oeh@|RMeqlTB7f%Vjhj&}YC8ejTtH&&B#~IVIKmbCnQ#u2BCN>sABijz zgOEj3=i9s4bYJ%Hx{DH26746KvLfhgNNPLrt_K}aDRmvS(EnI8%yc8@VjX&;WPNP= znf3b{C|DR7Uk%~cPRc(F3TEA?&)+%G1*ov<@;3ekf&QsIp_C5>!q%w-GrO!0fYirIwA7VQ`gz8b1 z;2M&D=`?oadmft45~fU#qV=bLy%_7Q5g{;gk>Q_@`Rb5~mo)wgfXn-$gCArz_374R8!c^OzD3=G+D+)J9<6pdMP@YAclg~RAl5Xqtgnqp%}SNXb9i_ zY`IBC(%hx_BB{X$u%=lbc1w{3{SB9<%P+xMJlb=i@3!BlgT0ht)NQv{&O^5>6A4tC{UslBno92=CBv~S$4 z@fjFQ%jr$Hu6Zi;ql4jvt_;7;G*#g>h#G&7bmV50-;zrhO-ryABj+iN;^3(Ma!v*aO0jhYlEdg{@ z=v%GzIjLYcr|4y$vJwQtSAs#HaR{DiyhY{^|5wcSm&ZiybwtOdvZFqlsm^0PLO(%A7p>sB8q`XDQOws^YF z$i?O5RWwjoSqp6A(E@BL3FZ&12yp=#*-*#N#~FuI z2DKJEN+sCT_4On3gQr=2;ZsA9y)TzC?R{QSGTjeUb@B0zXzhm-Xi0Y!ef-r>YBZ7A zSaQw%#kE%K#YzfstW8|7_!Jq1UZ#P$`KZec9IeG4FrLV3ZrJhU^?SH1y!RQqy0Fyd z4sQCog<8w}OX7Q;ye;m!Kj0JFlG$=n^VU$-cmb*@ zgeigIa$YpH$3y@s>8g`%@LV(5zH?^-588RSGV@1*uR3P3dz~&OJ*I@FI2;U)Y*h>Z zSKg!NH(`JaVLgq+&9SjD3~t)V&oFSFY6CbX-=p~NpGzdGFCL*ZS^4vQDJt1Rbwhbu zHIZ%YYN35p^x2tL)EIoQubldITiWU6L(RV>?QR2|tb>D)`8S>9$-hnDDJm{;5*CcD zio;gB(0UF_e(LO82EgDpud7e}1ubpY{eBfMM~%maYaCr0+7%L>RA2Ld3BRW)X}2DM z#ug+zd~CeX3+CpP_rcyilI!W{l6@6yOnR|%fZpV~kJOngE7WSc_Y#GtMWQZ7xKPIf z<4z>N1E`$C3-?)4gPszy0rxG;Ir$yqpkOye3-WY4I|T{m_hMt&KY|^4d%K{`uGQJ= zoIH~jJi4?E42_J&z^XX;RNAS2KQGmV{@3dRMZo%te^yvrd_VOu7kZYcBi8ZB0#r{S z);tgNJS9h6U45hJpzcEy!oL~4pj=NFBB3}Z>Jl<~fzFv&e=+kodoWiYNi=JPh`1)g z)~}|lrL@Y-j0&}aDVAX{O0H|Sg^i(&6IkNDa8(2C4_1BSY~@1Jub zlf|Iww$caKIgkN*s=wSm9tD7#$-#mG0&pha?yki`;Eko|Y~0JqgXK^q84iNPefUKR z5@Exfz?;S&Xx8^TAi|2F_hk`o25xREtOOD%dKVC9^oPg}zJk^dx6;~=xP_S3&s+x; z7w$H07{VH_C{)6$2xy1u&3UGs&5~sfJAF}W)^1?&7qkOSc-M24R7ro~sOabx7XEpY z0y}+NH^r=u59EB&`@VVi4kRzL;hqm3#e`CNV+d8FJ2(SHd3jWaEAZ``BkjMp+F^fQ94LR zykXtr%3olq@WLA#BrhG;swvB5&nl$*UX2BkR0@$EK04rheevt?@Vj#KRKjkLIS$p<*C%J}K7Q*$WNNAnRyR=Y*%kacA^q{gdZkB6 za56b@$SkwGTcPaNbq%gRyQ**!&M^{_d?+WJ2=X3S#Yy*=9q%r$Exv8AQYPcK)Vs38 zv8Ny_zfl@Lv&Ywf<}7$Gv4|i|$%H&n=I2XN?KLo(-LQnbLmsxK$O{nWy}9?Lpz~>L zqSNy~?dK%Wu4WgEY&D8{x#s!)6e0k)4FSN(->d|}yqrx84M)(wKA<<+Q{aHCUrCmG zPAz^?bHF9PHVe-vf;4r)ew(ywT0{BgvMb`|?mv`jTex&3rb(*piS9RF8h38Zt;=WV6os>v<#)TiIe62yZ(7OD zce)-bjAn(;DyjUUvon3E&{6xv5nBnq!DwNNPU1Fi)fRxq!L%2z>*EB&t2hAt-U+x8 zb#}*bE*w@gC0nK#TxG1t%1CF?Ct@yZ1u&YJ4ddH~1talR&|OWV^>Ja#KjK#W&-(y)Eo06Y`oWz&4C6h|p@DU)U-JV&QPIt` zw8%4nm&foO+c>0DgPI9apUxLnHnss2Lo6gq8yBnat3XebdZ3up$jceCaqf-ppch1IkAa7+o0hRAVz zV<9X{c{m^#F4}BTq1zTQD>ICfEEAK^!kcP8ZbsU6J&B3<%wOidfV%hP%W0kuc(VWp zYOUp&r6QU8%NlV+?bq_>zOle4m zgd=_fdPK%uipUa&`xD!tOIg!F5?cZ%Ik~ucuTBz-E4PWxNN*&R;??;0vFB#4g`}h; zTt0hxdNAHgcI7?(dk>9fD(#6u-EZnhfwODw@71B~^nNCijutQF6sA_zXL>mHZ#bFG z>+12@Pa)L<@yaF-j0y3fwKX|^qu(&msY=Dm&cOQ#v!}F_(u)DG*=>&#wc;%kdF-1Z z%#j*iU#EK$X%SYrvW)Fij~*0Ym+|571;B(dZW)>_!d&0=JP$m{dV0)~KEUF=AL0?1 zDZtzYTm&rOQ=haS^k_YcpsxJ&om#QM+gpKun&k6pJlY02@lk?K3=S~==ZAX@lCf4e zc(4Ri?6Mg&@@=xwV@T^H`iO9NK2+8UHKF5uU19+X?Hq^F)fYOa3athI^?^FmMRLPD z4gp!Y41X5B(ia@b!9Ie_p*C-Payn_;LeQKmOdZmo63d%>%V=^~TrU)l)T2fiOx8 z23_@abwSG!?cncgWhrf)XEGWyK8__L!o~FTFi)li1_qARlk(4ZcY@Fd9S7DOKAH(Q zRR*2EH_E>xIPQA=xNB!ebvrV^h|<(2P+B=!7ye}O3}H(08(K|)%Puapjg22a9+`pt z{Y)$!wxIfYdQD2lUy(h(TYgAX=qktl_=M9WU<&Si`<(HWfk_N!mt~Os><&m5;{wy;zF42`H(kw z3qN)0fmjP^s>>mDMD_rHpXB75c9qzf#1^!*wE_8VIw!#t97r(6n>oS8*DeH^e*L<# zW*eksGZb$oNV^58VF_>b3J?TGb+vDJ_#=QR#gOa;YG0f>LKSGBZ(=fz{_;rj7t@GL zcEK2Fplck&lzUKRtrI@rqrb4NyQwoZs1WPG5b)ewI9}($PusF^f&zWD6*BX>nmap< zB*6O+k8IK$_E9fl+X~|b6(`3-agtrBbI00}ov3O}%(;7pOHcVV) z4cfH;Vbiu(ubv3f{k3So3m7T4A$ivHHgskc2I|zlaxTk@_c4w{MMid)T|qFZZBzWQ zjIWn6#i>F;SRNiueMXo{;d2odA}oqZNN6*X;_bG-l(Kv(DO(zQTGB0w5{DSo<1tlj`^!D22cBhKwCX*M112=P2u zZM#b+E9wOQfZ7?U+Fj`rXJ2}0qLzoC1TlDBq3)DCe*q|zwXi}9P%?~SIR(C-#=y26 z@V^R;Cf=DmqkZp_?$2ue9kN<462sy!9~PrTAbl}Adc-~Ya%zWSP$aMhgg^^!XkelL zI3z@D$PyDr@(DA5jBt%hVQ?gZ=e9oDRIn&90pv}Xm0l9YSpYW$a2~iYV`wYnBl{fj zL+uGPnrxouRv*;ZF)I=u1Cx2XVB8ztIIsB*RI*=}^;t=B51)p|+dC92NgSj?yjP;Q z>(JKEqkkC63?52-F>*GSmN}$3TfQ3}KaaNaIVFCo^r_6woCVD zpRC>ki;-Y^k5_v^6BtEvv(DquSkZ86^LN`{<v`8e22>nyR@rC>owRRa3xp z^g<1Og*qP0q#sMN(IYxjd27kRD+<;e=w_er<=&+8J!+wN6h;%yb>*G8I%1C~_Ff?# z+XSDmsHjic(7?d)?y0#sFTUL=BdLsaSV==n_lBS@=z;qJpO9VcuZnWCk}GlGadjpm z6YGk)`g;HxS@}8qVHJ087Cr>8V<5hsw5>!K&0a;o>SwE>M0%?0XkGM@tF>UMKN;e= ze+PBWo%$E36ZUJV3Lp)oWHCq`2D;8~4_)Mo0*PH^A2}tKN0LHZ&)cIwcAbWIaPtgS z@<UoN-Tj!P02_Affq79o*NTW-4|m%+0N-t<`DMWE3N{N(oLB-IlhO zWDCBQHjguI0^!a{=-+-f{@!pWKnDzIZdzSkU0WNl|AZZFcjrbn?}_t#S-R`Dh}qu* zbbmi_OM6DJ-J>XW`^Lht6Yu`L_o9SL%9AnNwON6Un+;YpF74Y_;5WOIG*DFF_RXN6 z^zZL!2OI-5=Z)sCE8sGnIEAesQx`&(jU&?DlLo(j?fm>1bXfDl8)UZ*;x~}2AaGcB z$}6-x-P%1oJZ5N7;htnMUoH%qEMR10EEz=PF=)Sy7*?C7tN+kQ3d$`V{g5b z{VwA+4)=s+fxj@(zXA64VpnyFnLStfp3xwhn_+<=`x8KEw|z2jbdVU(?sO_Mp(|Sk|?}(k@snILf*b_viY27rg@|`VWY%E07xomHw4CAx50Gl=# zSRiBpt)n#o;e{tQ5`0t-g?BfE{^aP(tZsvNSBG~Fa)ubGc1@UnErPg3G8tHX(W2F6 z+#xPbbNuf=?o>zz~+y2d;`Toa!P#}z$oPlgZ>dU)e*n{!ks)dVuA@P9X zV~0wX&o(?t|Do#nA8@=#!a6rxpVhziA5_v>jas&?aJ7&M-4vse-N$DB&g06Jw$|2U zGTBz*0lsY8?E~T@jMYf;ZJxZuf7FZSK7zA7#vC}LbY$mIkG{XlqRxsIXkUBj*eRkN`sa&D*_qUh-o3NvXx9#@Tl@W<_ zC%K-qg?4B`XFtSPZ1sLfdc{%vvghW`T` z*8ZOXhX5qfv&dQ}2W92^d?~2hW2K!Uherul3!7pmxNDSsRjjOh0Ef%YPoGBae1l`j zk2hP*rzUytK+O*XJmxJ+{Tr9NIt`>*U_23sXUW&kG-%%cPkXa1fO3o=N7G{I35)(; zb_T=29dE5jaPm6#VF;$buI(&axBh6oNcaQirP4*Y`SMS+e#oNt^s0@vW^}&y zv?69+Tuf|%X9nHEV&P5>4yU;gklMUN!!6Mtbm`0+P{x9NR2vMN%G2?zrai{Cd${Wx z8>6ET@sNM+!%LNY-IuMcd3;zAJ#W>Kk;W6*A|m5HRdt~kg!U3Aj7FIkmDo0UiF5_e zuY4UEYJ2WxPrH&nhTTIVF3#{630npyjrry)FIGX#-Aep1(ry`%^Aw>New}L|gG!zh z$c}tH18^`(SVV`Fo}NB017D?c8!Skz^Z^u^6acb26}j)T5lY+ot3<*Rsp-OghfiCW zn7AwaoX{C4D_5f%m#3xcK>Fi?;xn*UK3YBw*vEqdK^2PgeEliY6 zkyoJJLi6MHojv>Zc2Jx?OdXiIV*?Hpw$%gS=tfX+v=VZ1L?`mHjwmSp2|qS^a+m;{ zAva_OLHA_ut@FJV>g;Bf-sPX@(G5X}_OF;;DO!>rX4_6XI%4guJE~*%F7W!&&6{f$ zlSh2}-u?OIo8TKXFAd_|rAFVHzx!zZqyw?NDllt^zz~MDhctgcsV?z$dO=|_(1Y(K zO1d$G-5S;eZ7}pIu5D=%mzG|H)pJ4TAMV(1BR9Dkw6WDmW>3w)KrG!irR_+L&4|#5 zWa`Z9G{ClEWY@~~(n&V!*Q@0(f)Jqod%O+3TxrRYaDUPp?s4oXixGW;-ITri z4!)ExrRlz+GH73Bxd7ULyLuVLQxYOz5Ok7&-s=qle z#Tdx_Ugc7nZu}|3EqUbDyUczL`Ij+fSVX_EQRg@kOzrn4PeF}Xn+8d% z_~D>dG~R3wC)PN;>I^?OyoU`c?JuSm!~4br*v0iE!Bsq^uPdCf2&cJ7eUMc2B;g*V z{bmmj_Mu=SRSi0>Ryo<@|G&X+1V`_a*WcQ?`au4#{l)#ro7b-$LgQr!V)0-eGcz+_ zsNN}}=<2y)MS*7s>kfE}A3}5-%o}I#dBYX~b(GN_eOo(t(C2tCzjq}mR62YvoB)hJ z*O87D14===&Bh$MjjbqzY^DD&J*O6dtU6ha!-N zG?Q_7v4b0!oScM)dvx?5f}p z3kq!2_+9^7$Qm!GaipcIBF2T|xczZ+7IZcSEvtjwA$DbEu&Bo)Gxre9>a#s7OR;OM zH7AK!^zKu2``&d*NUm?cf?pmrG{wK5b|shifd!~%V4(6@%Y7N%f-Y3F+?b|KOiZ#a zUSzsMNNxAG!du=>O*^CF?pkW3 ze6$4dk*uuM0bG$2C=zyE0D%S~krk0c{amjxcWnz{u<_?Ic7n|mvMbLLiR{VX&*gyL zxHhaV<4&^xHc6qmD>^qCE&Ul@8&RCo05@ki5lOgc6zJa7*(oh9uG>LOIC}7BPZTXq z+V&KW9p=le_0YF`JiCjkD$FgG(3va&8|-x-*eH;&#qjxK@Mm=rV0{mO-Rj{2hy>|@ zin46sKqOMJw9%^|Htk-FL|D-F;D;2-s;WsxQH)^pq1P!zOG2}{lv!lomvJ4Uq?r4-lOdv(X<6snBt9x>lw`ia)l&pb8dkaub_bOJ_8Ue z8Yam1O-)P?Q-xIYsh>=UTRu-N@0I1=0UoC&4-N!om&oi4z{+}Xg5VQQ-W4rpBoN~7 zA6lRZ*HIS`a^c_O)y;){!Jgilreap#z(Cr?bLWa98oh*!^8HH*1If{eCEP&p0LLM@ z0CWLmbp@GA8*NsBMX?4_(``YE69m42X_~&IDw+^Z=j(A6>R7;nk7C5C3 z<5%Q~{|vo;nc($U0i$g7ad=?`Nmt5>{o)Y9M-w+Idl>ukOwG?L{?khd9iRgGNp@2aYwjTa3iQw`b4oqaOb>`1RKb zj@o((I{7Pip1cBTWuD1PCA<5ekCz$-rn=hN^F3vwNWjB#QvYIUTMPwUM~N8kQ>YyW zaWR3Pqq+eg%N0KmTn$9RA3m%rz@FX&o-?XIYXk_3)rM@XcUk$2>5&l;eD+{!opXMy zmkn-Qzk!bnvd~WnPtvd+bm5Lp`wRGZ+!b!U_vS2V@l4VnU zYTqW_EN;Yqw#~N;(#ZnlX=sWxcS!xAI%VY8<7@xMYxK|fVODH$8aDdfzI~BuNSz6# zvZ$Z{N!^E6I!0K1jV3m!q{@dz1(ne9%lFIu9ci`Va{U$u=ty37(OJ*tpn5BwaRP<0 z!T6}z#?I&eEhc0B4c7zHtb}ZR(JEB-S{aTrtZMKL63I?%EJo{>J~y8c@=`{gr*UmX zz;DBINqGWYHLI6cu!a@Mjz{WtBeb&ZSs58BNgsAV^RuG&kOD~PP)yGW^zr{I)ULl& z`~Qf?xVEwG1DXKbX#XSwV~aUGHTAUltCiY2Hg!40H%Bc#hHcwmc{!2u&S~~Yj!l#|bQFtwhp)y>$GrdE?Q*rM z`&dto%r^JO!2Z~^Zh2DK)WxPZ^@%0al~-IB=;1Lh`X|i zicUKV3yTZLl%gP0VrgmTY6hmp7i#P#BcfVf_@F_SuTLz(tJb^kg=((HoSpU)x2%X( zaS}_2aK!os5=L+p%RbPooa+V8Q|AT%79CNMzN)dW_)`%Ud2&Vt=qa>$p6oacb1ahz zxKG&r0yJScWAbc3t>Sw&ndDPKJ~pQ0xMV z*_UL}VLyjkQDkFph^TaTc33XoLUI^Y;47%9r$M;iB5r6?_b;BEb6uUV(Uu(+^)`W={Q25&M;9@2p zyfphq@As6^`4+QPf?Jh09Q62rv)s)ec>+B$Bg--4oY)xjyLe9q7=Vgi(@X2tE|I6GJzh<0pJL9`k*8Kml>TtFto_q?3xb z`fjR*%*EPUM!1?ZMK#FpE@AX-V&Xkx8SG5*3`{yi8tj2nK2{~%i;@_bQfUZun#XhU zI8J^R+3PHcu$NhB&4t6QZDf0{j!q-VaBt!1wfzq6Xw)6s)~U0us^>G#1xr3?<-|Kb zAkbld0*OxNQun!zG+`vQ{e`BwWQow?TpGYOEk7=q8ldmUe2D{_v;&_ft1H*6;1osvw4jtxId3AE;_P* zf4g49i`OkXj;gOGgNbiO(8wrnH(Quc%m?aZV8RuK)E(_=>@Q z_aHz8Jd5c26it=ov;GKndNEF3ZOxxDfVpTParFA!^fY`%k6!rVo0_`EZ+-LruQntA z*5AO!IZ~ubVF@SFg#onGl5WGrciQP>(L|P%f4JNe2Boa?DhLXV)rIWJN||V4N>K&J z($V#L{++H}IDgBY7)IP~?YS-J{0va?OkB!&@1nctcP{$o96lj%?(b=A&-D{)MY9^) zCsaA(^%G~2k(Csf=lJ0e7c0qoxiVk9<17hQIyJ^Ok#Qg^>-*{2AH+s|wIZDhseO;z z>y{ujQG=^`_{2#!$^nd#ZO=BJEd!Z*~~`Z}F=8zy^Or!0)Mw z2XE-tJF-`xwIA!Plu?kz-Y8r@7Z!#${FzkQNBg)ABt<3uq}bSqy4ptb3! zJC>!0zSDJN%LG8w+Wl0r54of3%nt9aBQ@PsxKde<%V`HYJCR1&v!XTZI3uF4dI9U+ zIZMPjE*M60dVvH1?75chehdXd-4gaIa!}8}o^F~64ynr+&=`KF^HW^_C+@tOGdX=f zYVN>(#khYVXyPPIO9Yz!MBWF;dqE2QiZ zl9`ENH;6uq#4HLk%NABDUAXoe#-znEAoJywRqxjll4*tGpj zFhZ!gn+sQ}*CQhrPk`sxl9+kuAJXP60lJFJZ$Cl2n6wD{Y+##n(vW%_(@j=8MlRVl zH@IvnshmlYM{K%(c34^&LlYX7d)`=?26b4wWf8&0U%(UIMe_8et1w3>;T^4Y-+U;G z9gIyJKenYllKXBKFsNEua#Be^8P|0c9h-up;x9Db>*Z8nY&uaF8sPI006#=oz|dR< zaU+5zK@2(hD@mr2-+s-h5mS-=SE46PFL06O*C?hQDiVOF;qjJ8+Wyys<2#Xo{-y#Q z%(E|0;kkCE{T*3n?4oN$;5^m~;V^BL8F=I`i_^C2)TaYKp}tvXS%pT})E8!=H@-^7 z?Hb_QeK{?yMbgDnSo%1$?XQQ2hAc`)aL-R)*uc`YH6jZR(onDGPxMUyS`C&};^$Z0 zEq1(8u7PeHullERd(qJRxPeO--l@A<^eyVa{BxDnl@%j?jdv>Mb`62XwL?mWWx?5oe4cc*ho!T}<$ z6SoiZj-H+!@A)&-Ly??!-R{9MFktQMq_Wn;OY-i;`x)15_n$xi2UL=sMGjym?7A_5}qC-T#UNM(#A0o5s3htC~H0nZ8_Q(nHIDWjA(2Q1&b;|0@(?~_p z0Tc#_Fc7y$w^6No^gjc8=n@ov}Uqdh&!{NC07NE5-mnIf*YBZG&Q1S*52d@n?hoE|1}q-7<||2ya`n!5cPv zsuq@)lVW0q>rP~kr4*E$$ z0>m5QpDX!n&yseNeJ%R><)`T|&>4lwQn}Zk<&pD-DT=VL@QB0T425y~1Com_#IiYZ zjsT6X{gvOhHVqAB|1P2U4gT{LzM{D>IS~wI$~nXK8|Ifh_k7!E=c3J;49xhcAp6Db z>QBu<=Jl;QE^33b;M2QD&*!$&jFi{@#f<$})#J4OD)8mGyP|t+cHc45WBo`?NomBX z&kRTLbH9H5QY-;YPvqp)J73@Y`O5U}vw@q61}~9S*nXSVKAxQ| z+2-alg~aSY6xxu6z+6nk0Zx_eOL#ull7vzjW*fbFhI>_C?V8uuuHdPCvKI~KjmNbi z{hEQvO9g+{b^Lx3(Wm!~B)^HcD|Mat#}ln2=!h;h0Cv z%Q(pDfcNQ3-IlUIsaZz0inJZ9VzG0pgjFq|SVDWAf9mhq^MCjc%Y!f!5TspO1pCl6 zWcQvu0kEcz|1E}m?W>r@JoFf;flMF6I7DHtL!SVk+8%QcqUU2pydGgloZEo{-wJ4A2Mw z-`G?d;Q+#R6wRaPFSC#kLf4FSKZxlp2xHL25MH`__E3aI114Tqj=Q?LaovLxk!rJ;ejYLNTbj>u}u?zYWAb0QgYh-yEyS zI0~wJVq)pDMS#U{#`G~ZP92*&*XLS;HzqVR6!e9+FL`Tszv=|_Fk*Q(ip@Kx?f>43 zE(WSl){I!vI{10AA5C$GIrxgaE)}a=ML?Vg^vxP1QQ#klS|doJsIa$!B2?9QT9tb9mHaR-aP@)q_q2>D{-<9}iZGt+~64?4%_ zv@PN@KBLV6j*l4w4lLNwAB=bOGBmdX-KclU%hJfkJL)yj7{C6FyGS_RRz|8j%=i(4{wTmy z*e+_U2t}NkmJt8O116@Xc*74(p~%=hxJN)-Jnn(xC_@ugbj2n}*?PLWGnNy{RmICW zZP|UTqz_{o^n{gOL>OmqCWGqC6Ltv#$cD{GcmCd?mk(b=M@2z%`SSQ}!l8{b43}W@ z@6YxxYuIf~z%2(xH&9cX{KRVXIh$F&0Vp?MR9`tb0j-%@UxK4c^;X_tQ#beH1lcc7 z)p-BfqDMXIN`iK1=33D^ld&K3Zvx(W|A1+m ztUCO*sd<>N@n58onDzJe}8I0S~e$V^;y|(awF1M>X zs-KCAw3moSSo@Uv&v;XGa~@eQ&sLg3mMIw}M*DkSMMv}rYU%!S256#zK7y+G9w8F2 z`8n9*ze9!s87~)sqI2Frpi5qS{8QYl(kS4b%FS5xJ5>P#ozb_QT(&v-8O2dR`|Jt=3Zxv64P=~_0+rI4*>xBT&;cyc`2FYEsa-wd^c>UVe zo?=A*^L}WOFOMS@pmKcxd&j+HtkEfA{^=82sZ1fsy$AbUbWK*VyNb#q7zjM%btYk# zZ($AqX@~&2CuEW*iq2a<(L1n@!U(s}q^6ZY)z$R_K3@BjC?UO1XG+e;5j2a&is0;^ zY5QjdAuYr3{3>Fb;IRjPFXu%>Hhn<#3|@pZyfM%< zKx|@dR@rj`J&V~1kwb=m_cm#*zqC@3&zV1*(vfI&9L)Rm2W1STBCF|b)0{RZR3x91 z4DuBE+@`yv?#P{CvGwfW@w#zuXa2W*5lnG+D_sHi+>2sLixtyjFu;`vINN=ZA$06k zXupo2?$h?$f8p$Z5Dn31!|F5M)S-<}&^^4WMUc-B7z1?fiANS3dF2E0-N7V%=ZaAI z*xJ0q+pOK~?Cexl#wp@n!05M3?)3=NAR388Z;V#jTGcu~aMNKFc{BNHlQ`V64ZTnp z6nEtXnOB;$4_wjx`w3^mI!M#P9MOkzV-&uCCivX7V?sxs<>}*pvnyM#r0+d zka8F(Sn%M%gL{)lKL3MGp}ya|ZkrS^7F3SyfOQdoq7#-Y_WHc^YKIe&4{`W>q{fdc zJ+-pBx-Xk4dAgkUDd?+&_v$qroZzS_wb0+bD7ehCCoKSGLLmJp>*bd2=%L2QwpyXLM&9lBN~m$wff>dZ_f%b;gjxnxk3s3DTkW>&i{B^JT{^`P@`ejJnZV(R=R?BuKK`} zr4KG7RFF@9c??vf&aM`V80L)=tV}DmZ+w1#4E$y0-RNg_kv{aCK(lVmL6}#Pnv|Tm zLQx+qsLi5G6eY;8|1BV}#nm481?jJhMZ<{BO8;j!sja=;`%mRjg8Lx;uP5N((M*Rb zzO!}gL4c>tcQsRL2NeD_;?}6U>N=o@xu>^kZQ?6S5?_pqiIEPN7iWI;=GT$u31838 z+QQi5zZc}4nw`BaH&4D-{lCJz1F0&T4_({*<0{IHwUrfUw>qp}IbvJ*jN{bkrrWuc zs6S`E{KY_T5g$pj7Nwxmf8xB%nZz9Gu&^xQTAF2kF`dll;t+xDew{EUwnE;ni%XUC zZ0(R!JUwmTk&}Ph^8X39F3h%F<6&nn+tVP_G&*_~4_QfylyISGeDN<&~9t zpSaYz{*6fclGwPIM4W{@F&tZTK@f>Jfj0O4By>!+{UH8b*<9i>NsZlQ=_7X2LyvyQ zUbqB&A^VT~>BR@98$y2NQUp&OFj4zwhpSDJ%qW7MXNKX}YEPb`&@~{=7duG9pAP=$ zVj!uc+rOgbA}*Okk`wy}n9cZK2WGt^V4o&>A{m}3bqEiAmxcolU71nr-Me@DXni`q z&CVJy)BRe7vju~68R!zqQ}E^RIsi4AqL9&6Y$$MVho1e`@j-E`LELSvG421n{7e8o z)xzQ$*7Lf-I8baJzBBw!X!bw&t?7LXsxT$uBlxZV6hl@NsIpLp3_PB0Ro(w{R_<~* z{6Qc=Gj~$i?)( zcZe(r0}*Vq|67=4M9M=KmsE%EdeOnPJnmjD6H7 z32|g{E49CGgj?N;vmb^B9wq~6UGAx1BbANa#q87TEtaj-M0f_@+L3!a-`3OdUZJND z`wzW4iZj=hxp&GBz=GjAX|(-c&GgN)XmM&52&>w@I=8;!HcGoyNRBg}dr@>?OS(tU zUHStuKM7Z_V-IrS2%14vk`wlE|%-qyiaGChtH#`3o7#z(^GAs3Z{e4uyLbUXA;fVcJO zWr~!G7h%S@gob)%TfN_my3UL|mCO@ROml_WFT-2n6gwXGl?wJ&Ex7XRbr8+rxkLT8tm(5OtT=eSQob?Sk<*OO~Aj+P|B}Qg$ z!hc}tJ9_C04_8(H>EMpmoeGiI`Nt-|}bME#!CLQ zrPNk5;S=`%{jj8_%U~J}D_KVBxnX-#`sa(cL?HjKIem*JlS%fUuaK5;Jc@1t`oHn7 z!k_*7={`SjwN@#f6>51JbfTlI~NiQxpb1@uD{lk#YpSw^wSgD_Y}zxowqU91=V z>fp>~Y#-4KTqf{7%@4!$9$Y9)RERW)wOH7x4R>mG!&*_uI*Oc}9CM`?I3zLmv^@Fp zFjU*SVdie#KlbqKi?qk>?IZO%!tt@OtAL^0pQ3L&0eZ{HH~Dd&Fu7x&O$QzMJDYEv zOndHL_Oo-}M($U`tr^2f{C74muveuHN59RFir404&t8xdkq|p~vY+plF@P=tibEVw zBOqI&z0Ovky0m4>{>Ks6(|#q40WE=V`>T=z zo9Sc}UKYMtAegTETGl{X)lY<99|5e=UGTI} zEn@o5-t)I`=n3E1L{Go?{rlANMs9i0_JxZla6BS74LZ{Ev63_VU%-h)m#DECpjS{( zz_(?KL4*;=An5f7Wvi6bH-PM5cfb4Q23g`2|R#J5SDHD9rxjmcjPoPT;#X zXyoD9LjSTgjtDHREm;~|Ogr_ew)5pa@e%x+85Np0y1O$*()H}698uO%ZoRa_KqC* zeaT{`|8{yGE|yIv2;PT)bm8S%^h@r>N7mV1$H(B)7#8e5c!K-%V0i4P^Cc?ZJeBj8 z8(HZ@&|QXrK7sl2&VpSh*w5R;224U+yq{<1AUO4-w;Uvi z|B?BY&eYa6FE@7$n)-e{=s|3b3=^{8lX*zy_;VZSEWZeP(|IyF->xebCKw8oolla# ziD|^!hi5Ggp9R?y9+g*5LVk}_E2mfpJ&a zaacUJ6xma)JyC)etZXN#A~|7WX26p`ivxe+VM{%SA{w+K@%2Z4em(-ZX8wae9Mm2< zifBh+i(3P|SnN!(q`E;79)`)CS9lm*wZ3vuhwb)@-2$m>O%6dlawPDC?t1rJFD~}H zoKY9_JS9nA^0-}iicl$(_FmRJycOntKeK?9S((GX>Bcoo0Iff^?+9Jx zB8@%Dd_lMPX>iBb#I(XBGTlI)^3v4Malse|beL*&YJL%sCooK)SO?B`X$Yd#Q8=)mWjUJEq>q ztf}C^YA~*sY6||sqOQ4$359VGY(+&Yy{;u@Yz&ZCF6^IuZEzn#*y#18WJ}K#d+k5Y zU*z6c7>X}_aK8v)^ukx7#OPnZ%0UzAvroaSS;y8t?LY6!xuh{LqTvR8U=eQ~>LHzj zyNCtqSyb9d8a{rBiVakZ>j1^=ruN@j(pc0fvdy#tL-X+L4Z@*1d!F?;tEwp57St}Tq- z{jDis^eE(4mv;)h6pDY}3{#(p`<|S+Ebfv)P8&zyQ7i2|EV(k@L%>J@|Jyj4$=2|v!3kh`p98?A9!65-t(#M=VTIhHe=jNny zQ!F}3NZG@dNkFN@HB(1+Rr{K%T@#jcz`)Vt4fCbu4`Tcj4u8a_!r}&pKTg9uA)T-J z-PBYj=!s(r0s>@Qp8FL*CbR30_v?Iv(0TI9DHLeJyLXC9Trn+sj8eK#X7&7X)jqu^pMI*i#&A3$587QzfoI3Q+Oo!C;;3HvC#i>fNjbk|832&U-+)rK`DX&sAmm6Fp zFVctq^f9T;*m&kx^B{U!#}Q8zu5rh2#zZ<{Pvbrur#NP$@8N#YN5+v>bh+~TX>@hY z!{4qKr?Q)P1+V;RT)b0;*6t1U_mAfsE6f5ERq9Cjkw(?TB(1@R|Jca(Ex%^3=gUXS zZd)=xs9Sj4KoAUIb$36H8oS-oL>gxC6vT{g!6~r|i}PuX2SR0_uWtj|6>J+OPY>km zlR4OQx}~s#F(ZOSn-<+(#qEKnT;SgL9&lbb^y6NITpcvhsdh`wrF z_#Rc?T$ojkx>M8OgEU_aui6jd#`ca=Zun<)jT4-aIskU>`? zUB^Mvg&aWHs?5vKSfa}a0A{Ix(}E9#OFJ(+1DkIA_oR3Z+90H_D|}3 z^J|0)qmm{CH-vB}jXtD^dDo{>%scuDF2X)QOMvM}jO3B%Q6Dh!N@d2{+N4H>ezYo* z^M{I+>81*f$6c2xa3oZ(x zK{2%A>ZhRyhKqV=aM6~8{JYQBc*sKYFSwKcRtOf{lo%$#Y1Mm?M!F|%-D{Def0&tH zk3aQZ5A#c!g{9dMQ)g*Yg?;<-UkYSM+GOQ1CRhVD(8~~2%ht@0u<9>js=g4`ayjJ% zxK3O`N$<+8bR!7))c!>-ab~ITQ^1FaIsfsJGgCL7$=Yg>dWDW}%Gk<#JXhq<))+;} z@GhQ6X64z`T0M;Y#qyKlS#?T2NnbY9Y5MYkXE$wynR`PHH~*;>qIM8fQBvZrd*LRo z`c9q_T!_#3j2I8htHem1T4PEoVYXEwe`d9fW?jOrzV_O|sNRS2W#g+DYDI8YoWa?1 z!JM+mzH3^JL1Gd$cZ7S6opftS&H!P-C4_#f;_p7iWzY}5wU`c zqwu%Zp7COz^fS0p9GRlW*-ux_P)7fX!DQfu4acGaGrETYs!sJpW zV>3mj+Sd-^swxpzk5(}Ec<;n3w`G@rR-^WF70UH*Ky^%88abx%6>I_ z9;ZG}Z&P_2^7F>jgIwiGAwT=zd8#h8!Ge&r88j%4+xw#0MRzkb+%-H^B6}j9hP0+0 zPW!5VS=*9-E}~m9xz?K|Xa+o#F#cZ7gza>i`m=&00ZB(rW$oTip;UtV=V>mNhjLy{ z!>xR>GLMc;JVx|0ux#nI6fsZ3yN{SjZam^Q zpyb}lEf=yLc!syjNaPP@Uz8#m6%@@jtx%7XewVaiAf)nh_V%q~)8aDHC;2Zz+j;H+`@!(R4 z;LlWY8+tMDKD5%ic>~z~nv?jEfAIT6^TF?4)gI3=%?S*oi<(nnQc)^OYAqJpROF`w z49hv+cbCNi7u`?Gv{x<0-}xQdA-(re)MqDCbsVNm1g&E_qmefYcx%(28(oOBF@KM&O}~wc{BMry zg#L=?FI3g+f+osgRpX*j%HeGjTEm8}6b8npyiy(3VQa`-8RdH60L4b?E2%rh(uGJ$ zdYp!BXaUDd>0Apt={;k8jJ~4*MIf)XxdvCuBgRfcMpC(&bA^-xt$^mh?)B2!m5zt# zA~r4wyf}yHa`6`Xj2y<%4ckn0CcPav4`z7@UuIOLkXEgEmXP)0lNys3+UZF%G-g&o z#swl8biB3{6C3XbGeoDdk&&K;8Dk^&Jziu-Ns38M<|tV2mFDJM6n0_W#i+J#Vu$>Z z*EO|)^AmtRbGR!tNq!QJ27J&{ZuW`H(omMNtJge~3{7v9-Cm*T4Z2;|e1I>rE07 znp??FB|QSBNSCbYxT;L2FPt0{xxQxuYqD_eIOFzA{MzLnBw_IJtJ za3#(vbBm>c3_symwPPX0s@P1kh$5%3#=0;x7@Kr=oeet+%~sh1bsE}}TCzgg3H*wg z7R`>YD>;a;*4W+xKVejq#rKbFvT^BS=vL6~9m#$nwl$_w&5$xez#GTRl4<(6o3wI*;=)*+KZc%#P~dw zv-?1PQ?opkywTELX>Q19-aB_rt3Al5uWG62o9hwGGt&=MC{6G16uvh&=x@AtVS0*& z6ei)N5l5m?*!^-1ZMd36ioJZ*!io zs;QH|afhund;(f^~YarA)eVq8}bU%IK5Y_+rC>bea!LqMF(Tfwp~Le#eoV zZ?(_J(oy!@W^xJ6GW=klZ(lh}`b05mQzpR?|nNm{H(_@oP?9A_L{dVfu7d*krd zAIyG&B(xmiMi3vFzU=neIIX2PZcy0yYGLJVceere3+`RVV>IPj5l5FP7!5ZDc@FjY z0)S_q1JYBjeI*Z7<+AcR%NV-Fck}J5ty=~4Q%g1`=s72E>yQ;?_F+^yw}y~}N$XYr z2FxtpwMOrVt>tfCn4tA!4n@&z{AHpYSVeqCk);tUO~2Z7utmbht3qq05vx@jWPdsa z#Ad*NSVfL)MT|~wG*THsG5YI3{PJ1&czM;aV%MJ8=PXcLw?9{ z6O(?d757VX03pPZchtYJXAYfp<~jfUwpH~sLn-6ytK552uF5~ra%59gb$cgjz`y2| zydX(mBx9byg=hWd2NT&X)0VDsbLK-?JuYe2UOI~KT56Lb7losbQAHjUv^nukROZ|r zjK2qn!R8(IITUB*p(8DUUh3Pjc_8=Zv(i@uh64 znV;krz3n@hpke*;M1VfkNlGI@(kV&D1=GtxAGlI|elDN9r@s}r!qYW6TE2~J=gVW~ z%=7lJebEc~wQDh$Ow_|!ZT3iC^ai^x-Pg7XlKgAKX?DyY{YN(ZfwaW6m&}_Vc_ja& z$`v7_4zCBB-Q4rx_m^;k-YBeHe3J4|iLsB8CgMWx(DCGOX(!OvYD#XNPL1Zt@G+-! zfI*77wA~x3Lbua0*LGUoYWixYp9;&=^wiU~p`;t>`C1W6;EyMKQ=rr*xuBl^AQ=5dLzkpgRz2mU9cJ)C^PI-M_)-MsX@1SQ-C zVT1B%dYZ*RkT0{$Ki^7cln^4x-+h&TjaDw=)%LprTZBKveW6e@eR9!J-immT`T1_v zsf>gX%=l%ZED&96p_k(PL7sI)PcP1-CYmPH%e-Pfl7=gKnud3jFt&QikcB|?sxo2d zx6RIMV=r!{A$uBhFXjmje6s!A;=c_yzq_X3DgG*ReeJ}D)o=`K1+M1qhpEZg_U%ra z>R)}l`pA3i@3;$b@Sy6#Yyzkqtw3Y81g1F5h|!Nd1ReXrTV~Q)StxC8(psDCTlDhQ%Mma8 zAM?#!ZE){kdw>5^%g|HVk` zV>81;$j9KEYfBf1V$7p>#3}apq0!6wvoRz>6nsiqK>cwMr`q1NQ7z&Kb<+k8z0uu0 z0JjubI}@*W>#t0kE4J!rw7+#13}*Xy@b7l|OxYe5;&$~v+U^DXyhSm7g67(AMAh;> z^1?$qKGKAS489xP`hy<(=Y(kNkFm3dB!uq!OvUAo`6iKi7ZihzrCfB}?Kx%;)#|c1 zwr4Y5FaDJFstbbxJg&W592aJ`9qC~XJ^$xd_Rjl-Z0B-HP%}w8UOcHDtxmo(>N7?? zeru=D@lWl#h>A&WJ&ClAxe03*MLVb+1yc6=rHN-feX9%{2KX`+?_ChqTub@ z*>t;T;+s5kW87j{aVyY|qaRkO=D**<4NzKzf=bX(VX5%in}w_QeoF1pBn4OR`zjQf zK-!`bvZX5B%G}l2x#P??kYm|CdSM4d;i0t{)ezF!EuG`&-kS6#A-O)|MDXd9Q9+XQ zH}_P5E#}8e`KW2@)+@^|n=o#i+d@VvI4Ys~2~1N=bsByxkLCnD+p|}JgT<@z;sFh9 zEiJKQMlZatIJ>;ll0Trlu!W4qS&WY9Bu0KMkynnEqI9lD8*8xSV|l0m=<+Sjr&-dA3 zTpT%-(;ubx<1A(9S1Q8z#UaE6BuTDb-H5Dhm9Kt`jv)n5ng5@W6D0?`SiZfu`T`P9SfZzvfa$2O<7+2_l867 z(1wy>WLUX);|Yr*C)u1w#me4;kvAtADyOA|NbhojLSQROUpvNm+tK>vfvf&aF&IYn zM!hFHRR1c;V&;hYB2Ao7pN|G*6H%S2chEGUbrg-5Add;;o_UB?okm07mUMjQ!RxK5 zn@sDRbFjWyp2Y2YMb7jEmFlIQ?;B~)3y~0Rf)y9BkLh_AQ-k3_S$h=$(lS&?VU8}( zs9RzPPVszE^w$1I9HZHaF^ydp%kARi(=xw9+WU0JVrwiZ^gzYNUU&6Po^R^e#F%^y zo_z4N_*;*P&hqowg)>8+)UaOFSWj`Fv&!hy?rjcT=|jVjN0pDVl<(*u{P05b$|?U< zh@J#gs+(%z$Aq3Ub_oE|2HSqg$&}S%G707)n$TpA_g6x8?_kd_VxZl0^)aKy1%~Pu z)wg(LEd7!ddFAa&beR`Bt9nPx!i%5GX7IdGEuTFPI-C-(amXVbl7ox!7r-Tzt8Df6 zH(eJkuwhGLdEtC^uPF)?c`HGtYMRiXafkYJks~N=y@xIn#itz*c8M=amdPDN9!u)P z7BcA}mJVxAi9P$74!k$I-X#Ban9;gfUiNDuDezV#ZSARYvq}@Dp3EH<7d&!=Yb43X zZx&6wmwy)@w^&$g*Lm~NfKcB4bKK|d+D2AxlHNMg1VC(W!3Ita4h!f-1tPZk)$!g8 zLCD#KLD%5=yHC?BZmW=w$A9tW3)}9dp~Q1AjD}g%(S|O8$4ca6mZ-71MBZkOAH)_O zLS>+?KazQ=T~ywz#`%CEGxvLBU+SCz3nz1X;?{lKg0pjVuNWsn*q4-?T@C!Ty{Ibf zsNXfjYsfXcQ~9&HDKi}@7HG>kPpmAaJI!)E$`R^N!<8u$y7fBKsCMds2bxBXg+SxT%lj-W2FrJBh2V%O4=R4AZ{UF zKRB2r%ad~W=TmzFX@lA^>R~uzFT}~+=q@;Tz~|YKON|5~IO(HGH!k@b6CXJEJ~KVE zPm48FTKx@RY&X=(PJEjD_eSG06y4NyUPg$>Y*McRWjp0JI29Ug(lOyqlhrS;n$yR& zv?{^N5{l(g`pW1>t0=GgW@;Qtq#mua)EzY`D~CE@!;JwwUELMvU?`e7)j`c^4yQW3 ze}cYn8QlN2Iq!Ln42^*MX^3lx2+e{my=Y8S;Mk~9QfiRs@pa1`P+*!*N! zeW`8wDaxr9PPNQf=}J2RoCf4BZPir(Y%Eczlw`_fc!jjR6rmzl2X;97=avATT0IQb@%X#psXpm);>sj4p?h z=OOjc_z3pO`BJ^i@K_-BzE`RIg%p_ljJOLnJ{C~sR@%0)LGAG7$Go2`@<IJYsd{!go^wDf zM{n%a`SlfVPM-1LprAXUWmW!JR?N?sw(c9C%HWi|yF2{rCTebmD+hMCvDC5~+VbCv zqzE>o<3do5s4Jg>-zfrL63Tv`xMwVMDeQuS;dE`9+Bo03rl7LD%P;By-ho{i4a~M? zv1*im)*)wOVpkF%(>rv;o#Hf|F?j$+!i-evKl{FFC2&LVy zE6%-L>%1cr0B7}g*z}4A{z|zAy0#H3xr!v$rnSu(YFkqn6Wijc=vYHvqeIY}B#TPb zWi30xud**(v~S6x(nNSz5j=nS3$gy{%+k}(qg1sum5yi%w$Bxf$t1aL>W_WCa^Rg` zjC5eAD`f+yu?Lk)Bb*9%>JAN7+41PT2QnY1zr=WPULF}Fl8%U1cgi{JA9ho<0v+M# zL$`q!USc()ns-zjKkw$@q`Th!C(gqV?oVB9ra6Ks zg^-%YN>*@M1&zIm_}w*eC62=vecXOc8G0sSA%^OvY#*W+1QH zu|VU!SQh#2;EU^On+44isiRvBvs7D+WOs#fU!cYSO~W} zWIc(J0eVxNbjK~0Edgg(G$~2v+!0PkOLbM12iVRr4$i)J09Z7B_8n}9VPF$CtFV8x zKR9UVGYAGHRJ5{3BbsA)+UKq2YUVe8&b|JpTdpURJS(vWbJ(3cY~f|ae@jbv++;8sbT7TrX3wk+1Q`vEwsXoO-e0;uU_z-Taq+lwJ z!3Bx^cS$#)$zVErr5?vv%X~R?#2*L*oK~~Ssu;y?GwoTMrD+b^skOU7yQqw_B`wG^(-S6YS%&ShoejHr^P9A36Z4H459SBC^HC$|3sy{ipJJ4}~+vDy% z%osp`h*KBs|4pJWWe7I6xI$Jl)Hg z>lfdaGDW@8vAgl}vAY^Gq_^hJaJ~R{?AtbfdTi$?)}4R^)5cA8O#G&W6d!D>&AH0- z_4K;X)4+ao=H33+wloY(-G&TImNBQ?68%mKjBE{_h(qPt!XX+x13R?S5Y-`pE0sfP zr1>Jc5yk`^{nS6de|kE@7eprV=_xI5-KOo7`MY>LH`r%v^4nVvchLo)Ql@kjl<$v$ z?!g)0QdGD>e+7KDa|p`Yw@2zHbF7ur-HY>$6>j>IA(zNZ7^pAY1QX~ZJ}mr)Y@YPZ z>04-+IP6jP?qj9SzhE3n7v%~8eRxf!_@#GOzBD^bTFak&#d;k2BzBiAxVxhy9G zbwqQAp#oodPe+sjYJ|q%)p3>&ej0zjLDO4Y2g8F=m%{u7D0`khKP>b2>$fO%NIoh@ z&V3)mxf!o7h$$_Z?+zWCHV0`=hR1saxl=Og?yz8j6S1&o0Zi@d0%Nc=7b=^8!& zYo#POES5zrq7xXjS)t(uD8M9uy zDnwGg$4|h>)1#3l`R}jEYll=AM!BGE=9`r2P0#XVMTkEzcH<8vps^ zoDBTMKNfI{{@#cG5C8X=A_Cp5q>&K zw9>|gm5F%8H+erfp})Nexf2pXpp!GaJGFJ2h=|I3+h+MTa6EcuKK%QqF-Q?x2dYfz zeKF9(zkYajC~re7QF(&xgCi5X%pZ78t%v3hzrnTxWhc{-^oOeDmq4i6BIBeVQmFw6eB7FA{Hr2&i^sRKdkNjrRG&+G~v)2%^TANnDxrYnz zjqN^kx{YX5@nQ9yt$#eSu~60_3BHp4_aZ5ZAXp4hXk6gD+4&A3N2TlXz&>G(u|!j) zgS`U8MJ+Ml9d>ocGe|(v9|6*U4j!9#Wgm>&Fb2`xlR&%@ zf7kFdVS?v6w1R0;&%Pg9Sm;?rrQrph+6Y@KovlHXGuQ=h`zA_y1DCuvtcYNHOaIL` zFc73!-Gyh$KC@EL_>BThoLQU_#G??$Yi5KBk;sxrnw&}#axPu03~D~1*1)`&1x#peh}@lhm6im85{?_-=KJY=uF>`3`LW0 zIU!~qk!WHLCE@-iq)hmNJ%gd%WDAYzZu$TGPzvt>0{~zGG0U&%@vbt-Pgvd&Lf0Fh z@B6cVdH87HD|qJT*PnWQkMLKR>M7v6sr=)$?|FUcW7_Ws=R&BKv2P)k;L(Ypo!{~Y zrnle1d(;Ef8{WXK2cQpU*egzddn)xv)2TB}7*Oyq1jXxr+BP2wJaHL3ET72^xCz1m zB5-zC=IMJnTG&0dPs5Wq4cPX&Y``rL-VFaoLU4^w%mkQ;m1xPAqpWzf}SAg z<-=c*G`D#YTiOUV6<$66!zbwEqZPWJ|8pKXD07AiW8133LrAka0v#C0zd3gAar_IF zf?<{wg}L{ZLj`9(Ri+F!#{&OIaipqM>tu-M*d=%#UG|qVNpW#!@NWP9`Sy=?#U=mH zUk9Q`uaM0>$t-V4D|yk^noMfq(>x8{)`{U;??97GYD1ZLX`?G=ZJ{=xMl|tbXTR;c zH#+Ip>dP7gO@?Oevur888;%u-n-8S>u~Ez~nCx=eo-i5pYTZhlh}Z>Ya@A`opC^Ub zqx^JLR3gtUj6~#KZ3&o=6)g*rD|a}*3Tnjx48}bm57~KS6_AvjOT;g!MYe`C+`Ynb z2htKoW!$Upwom_vDr`*@xTbyS-BIfBa%~4^nU_EdWD|)z{^hZaV(H9mA6Qair-zvv7M*bCq_+Zg3VmA5L-{+2Qg0 z{JE!Ti6%;v(tH5>G(H7R)Yb|$N^G*i#}-|@o&{6g6>H;@}Gz9+|ya|*z5W612*r?`lM$&hf?g!j-_;Nq&SNY+I0ng;T`kq4MAV_taH#khZ*1D=LW5IH>`JA zjL=L7%|HUHDHv>{7j08C!m;V~wCyfwf}Ny76{H$m8tg>NOvdEJ&Nq&T(vrB@JEJEU zmq18P7+)>WyP2=l zZU>O4b{f6GL}W6r@I1DMm=^V$^(H5BHMWEt5i37=_N@NjXY4z60fkmUvr%eB>r|T438;7 zaYD<69KLQ@q>K`oZJ&wldm){q-VGc+`;c^jLF5Ab`+2NFr#=K9NoUx=L9Oi&Mou+X z3rEMSZ~e^>gf5yvTs1QldUC6w`)NR%LDaiW8YC633@fvo$s&xYC_6d-nKpd-E);xwi3L zMU9r>gZaXm?hs5;eM8o2VT%*|%tJ8hxQyp(x8Yj?{SY`*ykPdk`mS3oBSMR~4&T+) z6eVuA(^PUWSw-55w=|?J=4Y;6XAp_`GN-iTuDhp#Symb&2ivdWx?icBw#^ns7cw?i z{H5KnXeRIXkB`u{tFDb9DdahY>A4R+Y@puCVo_#r5v%KL#XwPU%0nTAig0v{M*8C= z@tWuA%H-M_{j&b4f!~vnzHmxf-YN`w)3~zW;-C0qc7!6j?;eMAEBZm#nIVOy=KsOn zTSs-dM(d&=Al*m_(%sUas5H{u(n^DLcZW0r(w)*sD6Jyh5>hG%NQpEGcmCGe`<{L7 z*!PZc$2jMYd)Gi^k>Bt8-gmxpKJ%H+6Hcf&yN0LNX$W)=hBG=rORnX1n`mf;Pkv;J z90-M@!L>^owfnIA1gcY%7Jqwtdq_CnUs%q4f7}9zU()+!;AJLZ^dX!zzp}LPPJc8w z4dGT0=qU7X=DkD~$%t@s4%?(%Fd0JiIRa4!>!-xcYJqYc-Cery1$Ai!Rg8sbbUTtPx7 zL#RJY2LbuYuv77NB6xvH-a%V!dzGHg(ER)RC#g3DnQMxu-S#-Zju=N<(8O0fgBNY| z*6TUQ3qcx$TZQqE_U8~!wVUlVWNeS5ypg$<3u7kjks6H}c}AZGLXuHIzfi*|dk^r; z1~|J?1JoM$MVsI?E|j;|3097}ulYFn z4CwMe(Ru}`5gX+?tJ48f+~n#WS16vmFwd1hpM&t{YW*olqhPNYrZd~CoCkPN%u^tX zKpBH@nOWTpJ~VJ_KkL4G!}U11MG68}GD{F@m;+h8 zN6xL2hZyZ?42qjaFIKCuqB10JZB_}6(4Cb0pSc-QKj!%c&vQ4)2D2C>DiLQSq1h})9?;kk~)(4}0 zFV_8zeQas@3^fRY{MM}!suoqbij;~tGANtqACz3KY#H@K-prJWK%t+JNzJeQL_%-8 zhT(vt2{q1$NIuoY`Vn+;qHZEcOeThz11^XV>t&t>nc%AwulNFt@UZID(f+L!9Y>gM zS~Y%Q-PJ{X=tyo%iurIcV+AI21nw^ZbA2G@@k?$8Hf7WUBEPvPJnklG0N+x56=5I~ zk~Lk1p8^kbIcsQ;gPc@E!Hc=$+Gc-QvQlqFl{YIHf=F|-x2VYF$5v4usl`1cuPyEi3Jj*W%nW+#Z_6l_pN)v`cK~a4>{9>J6FGIXPdU-99OKcPIioeS6^jOm?0ad$ zAiHsdyiLjW6kn$Fk4wTF1gxgr-0?FA213G}WmSHV#4d`iy=uDy2q@;?>uF@j>^wIr z8!+3`h@K^jMfyZ|e4yoVVtzFOz0pP4)6vq7j>U8~-AMk~!pOiwG9+J(jl3+VFbs6t z%F72DyR-S3b)LsujOE5{o(ai6{Ob^S7!w=&_qWZ*ubkbx*8>WDP*i5egPM3lZlIyz zt7n1D_rvjp?EJfzlxqLnAlOs4`?J)A)ZgXT3uC+4G~Twhw%}N@yB~C`W|K`&P`jhX zsBNyL!LyE{ zqCO#Z@_JqKpWE9zT)sb-ywmek21=`3r>< zt;#$~Pq41DOTPTJ+=X$rmNI33XK1O7;mkcwP=3b*wf1q@8e*zr;LL2SY6ZOHsYP9i z8)v;GXLs?>bp;gs}r(wLK&H-AS{GBYW7 zdG1@s|5DvGk%1h3w_sr4+1Lq)6{%UGVU7LzW+L(7rh&+}`dgN5x23vcbed*BffA-~ zp(_9I?$y<8JG?hxUs;B4{@6_a8vS`X5mNV5^0CUjde*2$JCF^k$bA_EwCfsyxnI8T zTyi|D_!_p~H+q=)`}+?ZCkGrb@5cFh^86r-RW=}sd5f}6Gm-iq&&&8tNJGP2Rm$l< z_x{HNyLGu34KiUA4=zDv;#vb{`*6lO)jm{^0a?f|V0$&z22=0UF~beVa6#qK_0%Lc*~jZlc%dEf zOINzLf{c20SN8=;kWp8_k`VmIt>4h!aw&zgZU-%|3pbb*NpIQPb6j_X1~?S|xSg+V zFs0@GwipHGAIy&w2g%eRM4Ve&=OO~j4G<&_cL}kspc=l_3PdJS_olFrp2~Z?TC6#m zQ2N(CDByLpx93Xu`v52a*u$KMF*BqHE|Vz-hlIBiY7Sc7y)#DFGQU?ffL3iiGzz@- zY?^#%!kcTGl5khV+~@E9n8a%qGcB3KdjOL?YXixrka15t$myRv@J^8W_$CB|+n>WC z7jX#&-hr(4egNlkN7~OOj@TrrB)UD7wWgMq(O1H%-V@EMjI?Gcvv1tGVRl_SpPT+x z)Phv@igB93E6G4;d#HP2c(uJJy5~8{gTziDXtOvsKF$jhR@XJO^NR-E?06aT0DRBS zFIkYo%D5nRPp@Vnjll_rY1oQFgwycz!uFh&XRfZlp~TUfU*{b4yajQL?eZ#)O&G50nAZw?Lhbt_x=ZTsa5*s&JK0_y#ur%W za6r>AdT-0%gTMqAmof$D>Xx_fUF?A<#EhKw@=Vd}35?C_6Ih}Yr>UTE&eqJ3frVdz zszVFMdri=p!I7E$bok&(^Pv3C1zE8xDDZ}9#}6X3`D4C*2K}<>qaa)InA~Y0aCUGb z2+stRyrEsE;V&^irS>2gO^bz_PXZh*qAZ!mt~Ft{w58y6Ufv1d1W8OB z`@|!X`isz`pj*azde$Av*&@%O*)n(qggM~-~1>FL34&7dKol@=@1R*Jt~CHFFdox4v*27n(s0cA8tCX$E7z>W7czqV_vY#%LTT zx!U?yYI0CH+SOJ6L%iMy8eGdtYjN0+bEx{`p1s))pL)TocG{O?5N!qr z2N8PLRrBc8*1I}}hE;Jt3+sArUZgvsi8aI&qPte0Dd}~6mQyq&Fh)XbhC{&KN$bfdispVZ*d zuyS>Bcd@W?g)foua+A|^Gjp?o_vJJNX$AlJ3OP+aURrpAua=PDk#%x(gHOxy(Te=@ zS=qa^e0=}$IXzW#TPq91rxhIF7x4><&?5dIe$Brh5aOfdhd+o9C|kLi3G&jy+rK|o z&Be(=)5^_|M@?FmN6X5~?cZ;a{P!QJfB#W1riDvTwz9M_lXUVjgm2}g6%~S?BEV}* z%OeGs1~1GNe#bvQl}FCS$=w;Q=AW1T&;Rgf@@To3Il4L{Zh?h2kCY~lw3UaAg_VY! zB>ZG8Gjmt?5=}Q3cMG?FZ<8ynC{S7c%T4{~XaDC-m9?>VvvT2)wTGJ~ZDrwPX~m;t z<@n6anpRj;5bn5d_YSwj%1Az2ah z^i7z|pUa%*H=5MSA5w`3Jif=DE4=UhVMMs}_{^NQy1=szGq8giQ$wCDZT9ZNH6{@b zGXoFtj~u*P9*0W|=tYZ;ay^@$^nIA(U;XaX+wur-7q5%&kPN`EvpetESSB4fcHeXm z%+x4vkQGbB);PY%aFh#f?zKk$i~Tr;;!!YL81n7v?(r+!HF75F$ISLb9vwNvCn;q1 z-TWiW_ZoMyIYu1M*^W*-a(1uGy|xus*;v9|YLQy%8koqBKARrMo(c2j+p^nk;;ZTj z>IX3gijhRw6un088#<&?Ieeo1d1l0BIq*z#BQkWt>u&kS8O8_g;#D>_WtH157wTt} zskxzd;=0Y7NJ`PTvoSIKd=wb>es}MAJ-yMfFr9yHp?ok`ro`N^YSyGQ6?6P9b+ z(ehUc!N!^DjdJSdW=1oGfj}euQnk%}J!2e|^3#$KoYNOV#};epO6b4i zbUsS9Qb;$+(qPG}($_c#Ct;^1+i1$B2=gVmuoxeV(sXk6JySn4^Dl zo4unwa^vInX-Oq`d!fX(2GxhD30DGAy2>i}V$H20|}k;$?rZY=wxsh`3( zz7Ut4WIcP1;qq@N9W3nZg=a6~P&@N0jT)Fue7uXF2)4*=OKA!dWt1PqE6%Xa?oHTd zdMQP4{F$vm%lY`p@4Z9MAdOw$hKObVgcKfK8%x-2f}%n^@>Vv_tlek@g?J$n*gLssI-6No{g3U<1KJy| zYE~{%P7cmaj)(v#!lM8I!^PPNv3qHsn%TQr@%-O!Xd%A4Lj3>pmfp$n_QU;reNCJc zrWZQ*l6H21EoPxPy|S{Tsf6{S;$6WckAb1OFMG4oEkk?t_?!jv6}xET&=1K3jC3sm zU7vaO<;E<;_&xWAzr6Z#dwJ}^y|2T*8$0_}8`-WYDHIWAOl9zQ|<0^EIAI_||N__kguxvmf18ZLs%E>-p@ojJR$0;8WG`gTxT z&@p%NE`9EeAwXgSgZzJcm!46gn%LM}CXZA;|A1(%Phl7x{O*89g1Ak`)I*TI0@f*KvV6=s1|mbyi~|Et z1i1@l4iuD>no2a{;y1TCLEsY-IvNn1`MoiM5IE`wzh~xPQDoYMoz(V9{|X%hmQ6 zZ!I))I3E4}&7qc$L<9{uY&2{$);RzYSD)Zyz`b47fU*^oQd9MRQkeqeDJx6fF2S~n zAD0L8i>VptOqg++@lG*$dY*!JR&hY%-$357^1VvG^YxdEPfuqXi$5G&h6S2wOqKd) z$3Q&+(%is56HB*W0X!O*NpXtSd~w6yQ|0MEwbUaRUTay#rcT&X-lWzrJ}EY5We}lG zx-r7Aq#irpPLJj@Ex!M@QS!!7Xd=)EtpJCn1?A^VP*l>O|MD67zqHRm7`I{(D~{5q z9se3JJV{GS3;eBOEr4^3VcLaoquYg!+7V}(XW9#}7_h;~%WgQNnZd5eG>9g=2QGA+vcg$Jw zJcpuZA0(_*i*CByg#s?$_L9H^DxTY0fQ+Yve}G~|_H*5?VnPPU&w^bX?Kz0y$uWdIp&+>!)^c`I3r|-L9maWnvUpgD+ryD*EGD#cn~Nt zBXjASM{US6-$3~}MI8)7KUJ2xN?UWX<7wp_;Zc#_192z;J!9X(sgwEo<7BR?=l3ZP zJW$!6XFmB0)&~`=^{@vjJtyd&z(rwCEm2ZaL-F|yrpZ9TTpqv9d;Sfo zt~6c1a)K2RMiI*~d?z0gcT*ya!x9qkC!xo~rkD^HS8PboD?g=-!)yNM>=z?1FnnOz zzncU>E_GtkL@#O?JDF9SeRj!dbp-l}o7D?;5w=AT`(lVd&#}UXY_anw%D5eYFsa>z zj?Qn`&M=QJjepN|BTh-l&>J`$k&ZjFHH++Muzy??^naLErpHl_J6%F&CI4+IOyC$@ zKsVBA3t+?IfRAVOM|wFZaSvNhVZKBSVdu0AI=j?qipDte628s3+KXjL>Oe@T{=Drj z-8>P2NBuY&EG8>GVZS8I&DDU|HjV$0IQV|fxP;vpBilIp$@)ej};^6Wk_fmkAFp-pHacw|F6y4&p+Sx|iOB}1C z2zUlfv(zviB6ZA-SQS%CSs58;z^IveH?Cr?kC1_@TsdK4WQ=;}3k$pSw&(7GRbD%v zhfK#MhPbU0F^W>qctWQp48l{s^*f)mw%U!Y+%0O((wI9DrJ9j_CFah~^y1Eaga7>T zkGuAfVCgd`3tL`7RO8Y4HF05!kZ3owdtZEGVM%UI-S-u_>12qvmsb>_pydF;-x(!b zEr-0avLDc)D>k>kqw^3equuDO#E@nLt4Y-a;}9T>Em7rhO)Ph&>w zwUKCj|BKWzw|9fErdB7XR?N}$0iV-SB)WC$78R9!LvGxNwI_`k&#r@G5FxPTh7##e zYJ6cvTpUyU#M3Wqw*!dB@@}44wyGLKXuCKd81Fii6x^wi@YoQ0kldhQKW>X#)Z?QYRGhhZLrk!S?B4rC*H{X@vesHwRe+dvB>XG{&KJ2PCt zHb_{qR=NDo@JgVAyEHXLe3h#;{G>)sPve`%eGSG>A(HjPoSMW-T!TUtFn!#n%$~zKJkWo)vv~&RsKIl!i7jrU@l`-^=Nn@M? zRaWX#YjL$IIkcvg`8hA?)vMd3*U;=pR9|?LCKVJA`Wba9441l4VuDxImxsx zGX<)?#cka&6K_MsdZ+sW)0jkkj#$%ByTA90@jzNI>}b$*qbRy$FZ5*yG77)6oa~Rm zH0&Gl`k>|M)b%%l5KTEm+9)JQ7Ym~YC=qz#;dH3lp^9odn|3&iKBZU45$Z9Vw3s#F zKfcjTs(yfH)yp~vc4E-{rh7PF;y*=aUhb~Z@9 z?Sn`d3Vv2hfC;1_=8$+n1a9*=W;aI<_?>x&Z=nWba5XR@BEoULLB@xXa&oPtDmN-N z$^~9;E1I_r#L}e>pxnZyrtW&^%U+9Ds^SU4L5gTmD2j~lk;^KeF+Xqr; z)33A9K`#Un3vu6*>ReywQKa!dQyIIy3zTIeMBs0<8Um$N&2qH@IFv~t6^Bv+#;OiZ zPGnzv#Y7B1Br{56treW#>398sB@1*$P-`?-K(zaTW#J9N+rc{WYe1cb z>@*uFO0bpyU$yh}W`kVs8d9A2^zl7V5tEUYMny*lp{zj2xnNLC$B9qZF0LGwsNpRb zaQFgK2VY1aZ90HlebcX#Nu#-G0U9=6L46jyG{DJBb`f^k&^A{~94ia*Z$~JFfO7-l zH^;zw<2*KnwhbAVf#pgyL@)|c(uitM(l`T-(){UKMPyq~#M%T{GXm|TZ`_#N7`B#X z=?YNjflv*XBy14phFi*Vv<$zD1GJ9b1~XW9ewsjYfgez)P- z!qN?o>*#=ta;fBRGt?2l;=>BQ=Y4pzJ!1z+O?m`3i91{yttfO)6ia}8jI^!|HxBsL z-_Dh%^|}JywXOqTjMxjtK$PpLmd<=GZhQLu6Y&gZ+~Cl|Z(tEYm^Q%N}GC_3bp0;A3xA#Y+rj+ z7#lbMxf+Sc}gVK=c;r)!fF10@U$cuWYQ@f9hiu{VQ)XeMHG);Qb= zZmj$8CR`!MvrUi(ubw(@gNgPJIL$&Nh$Q2eaF)9Em^gk5j*tM}_8IWI$=hQ;(2146 z5K7b|U_6~e)@1scj#@n~+H36?=_$sDWZz9XLrKYy7SKhx7Y3s)@_lp3=tLA0Y?g!R zT(RZK%t33=N3t>cyBdlQF|*RI7eXi@6E3U?DCbCBx8XXPv_Nn$YwNtgto7m7bITj6 ze3M3@y<6b%paGG-lrve~n*swpALrA!onk3F4AefPX!qES(LZ7Dm*E?Km>)=of{w$@T7qzHTwJ`}I2op!y-+gq6pq#Lr{sma z=&2zaTo4fNU=M*^p`(RO4#C`>B#`&GjmUG*W{|nsp%DedV>Ju<dm zP##g?E=FQnyBqYdFq)NT!LiR!0y7Gek=?RgzemO8X&?m=SSo)@#45`kisC>chTWJC z6>NiBYlxOm(+RZmrQ4$o`a1i51V4BHV+lSb`FuSPOfZo}x34tJ)$xgN=yAWt7WJ@X~nk@EG!uN$DeI9Qv6oiEsjV=yhUJ z6IW0QwPf+6-n_s|iaqoPg2*E8076&qCDsDrZS+O3t1+9cNV9+Ak1+{8xNe|P9-8J= zL%Zk+Nr`O=L<-v>3-iMD<2i|Opr{gsX2wQE5p0pS19kV{*RM91OURXs`KsUG4R}K1p>K)c>*&dic{*O^e$jRlK`>4otVY9_062u3Q(-i#byKeBf!o;BJAvNYAi@$MnSNLErZwmyHV4JB@by32h0q$t_Ab5P52roNy9P<1N z)&T~sYTer0!*5aSpy%&(2;o>>}b@x7PI*S+wN_Pi-U<(%7{hGcIWSw6r7k zgENj&3Pb9BB?~iywxZoF0VjY|pc>}|PNvNTf_h8O8YCdmP~S8fbnr6hNLw@sGVXT9 z&c)tw!^v)pJFedc3LcPW3fK@SGkJX*tOBCf#~Hwhe!hNeU}0TX;IKxHLoId$hl~B? zPE?&g*fG};o*{I%V7^4{vH1pgoIRA7kJ?26swA_Ss_Ga_=)q}0VN7xRc2!rRj>8I& zQ(&>xCYVA1+3JR8;B`x@+Tzq`$=Tu(U1pLL>?+tF~&B39kV7LXvHW&mT2=`A4 zn)=2~!6k|;l|1W(L!Lij3(xrqS`)2+fEHUDL~TeNCVBZSFIR~a-`ooV!8&sGV(rCe z(Gva_-T4UOLRQq5Et_-+7O0+-w?`<`$ntBzZj{!~H*&EPFaiW>2|3-M;#a#HACO8i zUN=AV4FR+v)=_uK_zY--Q`$L-5*i&%8=wnXc7~@?Bv4-eu1N(kTfJ6d8ZtDwb{PGM z`<4G)f*h-ntY)~$5r^S4+&U>CaC%RUu0VFc@C<9Pwp=Crs;9;Ehl(DzLA*`TE*$gR zV%Wr39|S~1^u|V~KHsj`E&7Yc%_g3ln(S=!G5)q(;Oz$gAPGz2P0ylmfoGQl7KI2) zN@hh91PxjFgkFnw`VeYkr2%ZX5#iokskwa)c}xH^Tc==SU}6?XPc@TTt2+Pk*LU|# zs>6fi@Uv$4G+HK=4YV3p4 zQ{8t-9(o;rI(Wy*?*)^>hBpK>N&dOPqA(2CvOi#_C%v6f)l9OB$(`QQcgS9g=Lh13IdaER?1pHqPff zJ}vShR5_szU_c7!GYtG4nHbvB?1g+}(tyYzwg0u>H&>XTVps9XbH8zN5LDu@PE`JU z4%?Z!5Y9F2)IuzbHr2%4$lokI|m4wC2YCi3hBjGg8rH(?-n{s z+@JQ3GVh+wWKhBh6PaP}n;!s0z!3m*gZ4C%T`&nG_Sx9iY+MH@`Ok&?%MBkNrMw|u$J8?8~h#3I|!?E&RYuZyfGB6+?=SOn8Aa90Dyy?&FWahhoa1Q2(zln@Q zuf9`)Fwcd^LB=AF6d(GF`i1r)83BPBfH3oA&X)_FmY?+XfNRw>gfd0;c#(yF%xC-X8)!-Dk;U|bC_K$E(2*W!{ZZ}yi7!* z#x>KrfKg7A!cHUbl;`BQyc4pzY$`V7XL; zgPLHYW>D2;$B_LAVe41bq$2+>Z{AoVM8E1cW$#g`@sCH`cgK^tZTDXQ=b9yJH1mz9 zwQ4-2c*&S=B<#@ap>HI2N7)M3q4isa#xw#FWJue(q z00S~TE8h3$HzfRKV{9qHj%sfb?5oa`X*FNMODrlzf3eLADgyLi%o}3FGbc)djJLS6QSRG6n zERC^bH-IU)3|l-iNM#Y>Q~_mgI=8Wb2kZUPdrP^3b~^VTv{?b|QX-qD^ zO3?p41j$mO55=+Htu>_%p}AJ;fXsd?OeUr%;67@2m<7r$I&m|k*UTY07mNSCX2@6y zZYBkckio!t*6Yaxiu+y%vDS;P zTbQG*I>w>jz-WBm<$DyhZQ8P0vp;lL3WX}b?ZwdPT?y5sn1cz>czGERrsaxVaI!%u zx{2xRQcXIUxJ$fP2x6pG3K37@$^)Kt`CkexNjx1UpE|4@cQlIZ`h5>9o4@*OYI`v^ zC_b-5b9s=QsJt5LLU*F_epWjgH@8c*V0lyyFd&E zQa_ref5-B4sy#XW{o6Ikk9JC`GF|6YR1^kZM%v}j<_~sDlu2%eL5hcAc()3Ch)8m* z3ocxwvP<&cQRCxcU$;SiHffUHKQ1FoH{NnY90}VBG9#aCTRAh&Mf5zZXb8S(-n3ET zvUZ+-zN$ zRsJ`V=5|ZmD${7a=*;5pH)bS2{pg|YTC>G3Rvmie`%c|kTYko3)SyO^J=g$b%6gdA zo8oPWSli14+5HmMoA( za(8uY?H3%8g$m(;;cW_p^=^xwAq1`Z;?PJKRWrSYJ|{q?AtGWD>#*|Q&p_!HQ;(Yy zM54b3k}4De)&w=>bgSsSPe-6{^OnvVMs8u}kn%hMB*yZWGU z3R;%=Q`WeHiBK;o>fyo6d!DD}={;cht^*kCe)#rXcw%E(!~%UA8? z1K<2mFa((?pB6}UAFC3-gT1)xfscVvr^&S&vDI@k2M1AUMLRs=eKtNLPZFs!k>wzH z!i;Q&7BK||VB9*sy{kZeUSe7ormyLA_5DlEXC4NX(hb<}E)Yq(aSHrb%M`|vHUXRi zzG1OvkEB^hpNR}c3J=;B?5>sGvV703i?XcksV#=P+5{vI1YH}-@ zsw}d^-y_ZBNBELA)rsy%&i6zXQ_&l7IL6(=dAaJnFhh=+wNs* zLNEB6wZz^FmQ5F;6vQ?#{DI}|8%$w2bI?|v!|6~yJ1$dRy{W%_cba78qkOk%%BKfj z2SFZz3;RY)JjJP!;mqagPx?#^#(})1+^{7=U zBi$K>$z(NsiP5uV1(=OYT1gue5zPGY0+e2=BQ0n`!H~N~SAc)(&qR|Z>m=fc;ZpS5 zO-!;FABdJ%-DqzR{5mAQV*$BtzP6UCA_g{g=x8uK!vD?GVJo~5O3e?7qRjViFs*=v zc59#y9{b0Pp0i-x^9eZ`x^X>_r8xPDRdiU3USVuE+ylur?M3Jhe%onQMZ$L~REu&5 z)dZ*%BTQf!evG3)=sV7+R;g$h$koGjo!#Vh5R&)-;Rqg(TnE%ud)HU{*N{Hp{1sVv z)dxp9Ed1z*kiHzh1t!7j zBw)1J&;zES$wQ!DpwI`hH8L?IY-;&IZ{7&Ikf@Ri+3Tfq>L*4i0m_bpOoGG)P-%1O z7G!T%+0?-@A^ln^J+KpVxZfinvHT(1pkjc0^WUu zas%KaupIM5p7(0tw>U2OKpV+p_!LSb#9RX=W+tdW7^seoX^Uful||s-lmYhv6c=b( z$hsBW)E7dLL)(Nv7UXdnd)psHNLG%&VDmj!1VuvF6%D36A@HE4EI`pt7^Hz$0Rgfx zr@{{a*uCe1B-VPmoN$j_vlQnk(_q}9dIwx=`BON=Zc?&9!@a!v&e}8s5GH&+&dj7O ztn~F2K{*S+LgnFxEv_pm2?_hk9+cr9l-vMY7trG)f z17pk*Ci3_xC2f!|555bS;jMa1dOVRlfQ*XL*-Sd$-j(MwuSuSOkp1yVR_Aop5{MsHHV zOYd`^pTsdVw;HxG_9AjP(l+Tz9SgV)^MbJjvH8EV|6%$OQEiJw6(B!XD7)v$! zFRUvSjDU5U34Z<;SeGxCaO%_RTyal4DH4?hn1j)FicFFeLF$-?kUS7O5X^0QE_Q;oR6MqFUiFfCW;KwA&?#y-0(A=Y z`SArv0g1MlZR17J^3bpTzyjG!3;BQwZ4egJRV0Lp(Bu(-)O3)B?m)zxHWB~NyHI4k z{8seFA|PxE#1pT0qqMLuNF+Hygnk?6y|t*{S>24^8rMT|%{#9<1gM!aazh_kU%qm^ zG`F^8Z40~(0JyutLuf(b*|^Lo(tIb-NHpxg6-n3d4lxB+?Z=Z~ZsYbu@?j%s=`i`o zcU9oflaMe5jI1LP4U)0sT^OD1({9yvmIkd>a|;Wa$K7=mPu}@}?EL#GMz6A?Zs1>N zo|MCeW}x;_Fc5;(V7j?hBs;v z!m{KYTYc48NYnlRI_HQB|NJ$vMhpXfZ zRMQdmDp-AL8c!e@Lm-;XueGaYBiTfp-}dAuu0&Ck`Dt=3w+K2cX#EGQNi`Atfw=r0 z+?CJT!rw{+C;nN^2;KTL;`+FqcB=H0bz z(0?>Hc!EVq8UxmYgZ1B(D_^AUvxnb-UR>&bV9;mKLlKN1h`=(QIq0_}XRnE#b>8?w z9a1;(@Z3iTR;-(X-`2Ch#bGY$}Gd;n9u?U0wUNzd|Vt`o}nIgCF!umPa(XJz6`hjtZho_+sGFqGCQ zbwDuzeKB_3*Kx1o;^SvbNHg~(I*+zAx-dz;3l8Nps?6epe^%HOVbGW9>PZ3()?yd-rBSekzk8~&h(48`kx}l4w?o#?nJFWMii)aM3bIX| zyQ+%!appT=hdhcd*s_PXQv$2d>@xY<_#w8WlvG+W)XHp7FDgHgYQa~@avMTHun!9m z-GX$;3-NI-pyVo!9>~dky5*_?Qe*N#Z}p1~Z!~E`gpuZ4J@|#7CIBUNfANi~w}PK? zH+eqEKltSV^bsa@E5#QOjFWa-cfzEtNlIJXXQNBO_Ry7mg2mj*No}j6{B+XW|M8>d5iXf=AjTHK(PAe=Gg^8X3?#CO5bq*4+_a+;Zd@AGqG0~m0Ew_V?Y3o92* z$g7&?(h({7QwYiv2_X0|6^g(jO?)O~Y@+{XFm?3*0;aa3JwJtxH}0*;>|J1}B~?}Z zgcQqi>*xjA+2v)`vb=b;@s%+ZXeBcLPP1RK)S{Xfxu(x9lNeUM{=`Lm2 zI2S;qtoL)t7s$tLYCo3V)N!EM)_}?hP+xiCk@?P}!q~|>nY$i48#{FVKMNb~9%?IlH!xW$!QJ6k%5a$CJkFm_6T{$%+(mS zBt>Q}%B&Ll?~++uSy*txdifMg zKYD**=AqS>(Qi8y>a57cmT@lWx0Jnh6Xpu>Sd;x-v|gX}y|JM|X(NZbR6ZXQ$HJM9ZS0P*ApPxK}JSafox_s z4%>tc5niy`rb!IHvle&OYVh))ak)Ze1lx`Xv;4>(mLt%6Y@oSnP3)V2AqKp>sY%b+ zFzZ8q`zf6792{yenOmj9mEz5wb7UWI5{Csow23B-8 zGjsr(`j8}*QDcq_tI~^EJrCfN)rdN9kg$Ng=awq*6l62CSkX1}xk{QVaX)T2`mLI) zX|+0S{d6ZssFpld^#;|>tt-d5x<_^%B_$>Hh0`F3CnKldaU&w0DYfGRJW?xMj92#; zfdKnBIyP2wphR|#9-aQ@CFr}$i^7T035j2cvO&rIZ7^2%=?6Bm%oZ9N8Z?vK&`?En zuq!^D)>};=uvyDZiqsv1u9lzJeIX&8H*Yzc4rbTJC=l)t&+qT>(i2Yh$H3ZpwYx+4d2c zlJla-;f@io^>PznXOF>S+Y$Nh?6zZN%rqMuZh)IgreU!n9KPmi;gIBD=}Av23>vc3h(1yC;pQ=(J(Qh-9{5a zXrI(qActBwW*Q9n$s~V>*p~i|749o+_8Z)35)%U+&tFQKv%G_aB6RB%e;DbD8SE8T>lZo z>PI_~Zc$PKMLOycl|$YkP-nkdL*=EnD9a%e!+Huu6ckzUPp1i@P}UlgQ&Q%MlOeMM zE~y!)^#EZdDp&zW$n0ci9#{wlkWTO18A#ixF;Ng<+8Uk1 z1B3PO$5O$Bl68ahso@i*CW*Co*xA`l1C(b8c6lqBXZ7{<$u~@C6ZCSP1P4QpijGxT zL80g2LsmaPBo}tDf3f=>su>yKcn0+YfcV6Ydgi50o={x2?=gz6A~qIDV!$$n(Oa)1 zOpFIV*-GFCFf#jyAXIe#<$%zODfJU1X&TR)CKIg0sg#YSFzoN5l5!dJr=tmiaAXT* zwEYx&7K;+=PK+sm;dedgey{KB#38?|t*y<=qxnM6&Jx13)=3PlKCqkUI^gtT6%g%z zgK?WOqo*xu@i|*o70!wlFxs4)oQkDxUVkMSh;>OwNQflA8&1xBLm@kaqX-GGI(mvP zj|OP(_QpaXRAy|5Bk8I%mcHD#{=X$w3UxC zqzTy^3p*8j*cGb`Z_AFp%kl>O%W9oR91SyFmO+>^e=x}~nYheTr z3=9A@Y$CKYC=Z0e*E252x zGZcnN%o`^|Wvxx_aB~-3eI2ST-toD&-i?Rfv1$&laVy(rqn2Sdp6^2HJ25e_g^hGA z(Z}T?@y2j#CPBel%UG{RKKw*1^gphF0q=BukK*c!MvI5-#>0DmRH zyoQUVZic99DKu+=j0%f{7C}aZay|VnVB;sirUb233k5_Q31s3nA+;8??imK6CW8D4 zvZ4<24eP*YdDHPW5enf1O2Nl=n7b+&~4~R50wwg@O~Ik^};` zRrW7x8``wq|}XPWI`DqE^9)GPoQz4&>W#sEIvIWEu|gN2oi=$^o-S2Qd_-ORzk zkuoA#^%jHm$Lo$gNvjzQU26EYqKm9&VBgSfQ$c1}Mvw z`2eEuvO1rf)WCoznnBrCg7F>DXeF>479wwsMkS!QiH`nl6C4vj_m}%!FQh&MnMyfg z$DNmZ7XI5n8*S051NrHJ;v1;ncP=cC2&y$Quuud&cJvUHx{Lv1%^^L(a$jpwk#2gm z27;S&7aF&e7Q}I$1b&?dz1YQ>a0v?NYzB7m6PiFF1UXSSFC5!B+cPA+odfAYk*f3a zgERmj+Whtng(shZeb&IBW}(h$4loYoFFiJ%^Oh1*-+%rURZK+k3kd0b%Ee;|Uqkw{0Rd#$@3(SQ zCqDIfSozI$zg!I^Ult^e2VkOdk{v<7_>+T;eB3zzy#z^L5l}&`t)ZN zJDX&Tg51(r9GCYJ4fjD z7J%?vRaIv0r0qtv5b?0uVmx+yqQXD=Yl2_gKeIw@xsJR6&AR?bi6m5;+Q0 ziF3xPYOa$nwu=0eVp#S(#*pSwARqdlO@Kg}#sCPyn<|_EM-Xa(17>!A6Lob$eujdA zf}Kw+Xm{W>YU|5ab?yU3t)il`GoKU%wd=P{Xf)_!y=$(BVXV03-lCP5VfE$rIaf^iHOO*w(VnzsGMn0Ibg1csIb z8T)Cf{2gSIyh=X!6~hNDPk zWfn4I7Ri*5F=J$&Qs$Xd2t{TpGS4Mr8B#J95-OQ0MCP!H5R$2+;W>Y;d+%r8_ukL@ z?&p1v{l_}iajc^(zu))!xjxr*Ugz+v^s|nZ)-H1LBn2Nle+L<)a@uk~PEz_Hc2OIF zF5YWb_;Y$h#dchc%tTypzWr!+&t9!tCK5*w?IfJ$qEjwh?z@a-j<6(`B!gTj?UgG% z#+K|O74}QUA&~V#G#!k6wMqxv!A`uDRkwZSu){oJTOm#KgoTS%?SLv@XB>PF zPp`4Bg7zAJ9>R{9EpiHqDW2s9FvJ1;rD*5#f8X3xZZf>~c{_d-udSKc;EfwM5)x>~ zI{*61ZauPkeha=WS+{P99TyW8rl6)?>dAWw#?JHIwt91J0vQVf#M`%@?SJti`qV?0 zR39ur)D!{*KSU2}7hJxxepO5?CQv!{ntK>b2FODDU$h)Aqny0!k- z4*pv`24%@HKIx{((hE5aA{fmigVhoOAh(gSIFbex6PLE~PNt%#-IcEn%m<~;9M%J% zn1AIi;oHX%c!?vB_qkx5ns1eyr-YZd7jRhLnd40~mteJgS8TG$U9?bfBKja-)=LDF z@n}yp1{|_JzP2x=rF#W`)TjLrKIF{YTt{q%?Wh&rEzxsCkOb$ejn_B{U@{A~@H;|0 za~x{Ig4+Q2(zwdv+}eKv3zqyz8k*nAM|WERAZw6@7xTzb5uIh%-L#iS-n3WKFd z4_5h0aci?!{?E?BDgEBR{mP|X>k{ChEMHhS&EBN{&5027i??Ts3vng8YYiTXN z@645yssVv1V!x-c_0lpuvovONBJ23HAlrnDw6xn2?%P{UrL}IEL0RbL-6~dBgC-*v2N;TSmORiEx;{CMwJjgN*p+mrSflym>T! z>Pb{Tm3Y=uCC4{vhup+wG&H|3k($t!WBp$ zh`nC9NR|QuaO%~O;;1p&>a(^T(zBxhH0g+_j^cmjc)=3$r`+Jt(kwl0QGrJ4Py{&%C#K1 zYQ8IuNNy*1arYH?e4^}S+)G(|jn(sJxryS@qnrg%kYL9=qa1p7TmP2c?O!P4`Kp%g zqUw*r2^&-#rc^DfhHaLxJN=fuccBB|U3vB0xcQEovKN;2F3w+h(#lXG6$Tkp{&c}I z^LH)Ig~spmWxy60AHTz6XZ*)w*O=cj*KpEVo~&@{&frSv{jf!_1bx8!xJgVzB%*b0 z42^BsSdCWM=YlJLxmZ>XPCT&RY3&Iww8}dd;3>Mpg@?L)1thl6^5iBV3CoK*dV0qK ze*FCDcsdk@-}KYe@5-%Y{ccHbn1gKFyp9y_)zl*iIo`|a6LijJA1RXE_Z(& z)*+OK!{jBO%jmmxLeCJiR|scOBNhspz#WA$#JYE{$jCDezA(M7YireOX%_M&(eoN0#67J3&Q*K)U~OOMji(ke?7aaY$B zvgEqToY5fKNu}OWrE~iJ(`9rFOh?6o(--MIj=6viF0lW=0X=u3U-nI}Pt}*w0p@7` z-UN#{Lp?NfV7;7jO*Wm|YP-&UjpHmZ5`#cxywaxl zA2Bmrzrak&K2~oaGf4_P%=cs!!}p>6f4n;c8;!EXaMiy9I*Q$wvuJ$ODIm~Z z_$4y^&(+L+{&iQEecbQSGfx;g-h32IVXHXXOvcWq;>RyA(yJ1nl;`m}PvF^WXr4`f zrEz}^ib+h61#LLB;UIGhiHTnhd=et~-m%lSTT9_C{uR+6k92A9(>BibENP&&qWz%M$@Y`Rn-ClpZV z+}HsHb#<%y-CD_ly!*}M^>!DPC$rpUULP4_Je;twuz=gy@cs_iL!cCk7bh*8EhpT5{{Dt-p>|?Qpo#%=IKAG)CB#B|qHYy!! zYwO6@4#mFk3D6vkHx0<^J7E(+d$*Fz(N=PZ=|frc)vM$gr<0}BwyfOBVN}W(b(p!G z$MlYwjZIIkGMToKp`kb}EjcJ`*QB>p8as33>6w_GvT%KYf_BhSW4&nL4%Nl!Q?5B( zAK}*k_ZwSp|6e}>qFf8fhU!_`}+F4gXlSyc29H4`&V={ z79W+789cDEBSplRwS;8E>ClI=oooBbZolKLtE#?jiJ6Bw)$u}_7mM4~`GWnq53YQ; zcJ-=@luVRmj2kVVf!fvV;xktZI{W6|Mp>WZ7k^f8mdb~Lg$3R_;(^AyX=%5~lol)v zbnA#cb}$J|ll~e-5|Vb}v>X53(>%qDiap_Z$K+H_N08?WyLh@%Yg`B&m?fvPhmiR0 z)s=UjarSQr5jznsFXlGxtF=P0(%~E7#pkdGVs^p4*&^Uvr0M2wQWI1<82I zA6@@X7bR+?* z!3eUswIzcf6R3N!p970WQBkoy(b^XE5&Bb2wc7;Gg>B>^DZs)kI@hoffwhDJ97y(u zf=LfRtN?~RZ*xfwVP=1ajUOb8b=dnL>1cduMFlk3ZbjYCO2CWZp$qs5oUTU@r%RpY zA2f5XF2=ZM#ULyuMhGN3cL-nuL1SfdYGQYmHs(dQ6BZZ7SE7i29yoO95W<;7MMaMs z8J%Z;cD#lCG*~5w7B(<6%;$Ll$m#NO%g%aocQWI5ONe(NXyYOJ!H&-5hFjB%^4;M> z`SUx!tLevIyY^}5LBSj+y1F|vCu1HM!O?dwC+8Druz}asFJKFXk8T9!6W{xV1$mIv zCC~XqV#tV$jy@E6ap{pW%v=D^EWwgQD4R#u2y{KJ!)M;f>l9^4IFe5fV6Th&@BR0n zX-$27=Q}r!TsXkZP3(+FK33~pj%{Pm+%jQcVPl^uIHKUC|ve} zmNj{#>%N2hX9Vz?<>%+$=&s-xN5$&zH@4XP@#6=$aDC^o22W3f!9yoA2 zmevW)CPP~ue7O2v{Ti~5ALh^)W?!$n2pK-Ja&Fc)w%xml)u+B9`le%OBuv>O(LR(d zOi@8W;R};0bXNBSyU+-z;JLT;Z$xk$Z^xvQsf)Hm+-=XU+~fak(+`34E)4o&8$FR<-V>jdO0&`5S^4XAPa z8kpL<-qdvJDC^vo01`9h1a68uGIa9S;JGivRviQuY}&nox3fku0kjdof8X$sL{cN{ z?3U^_qGc@aBIclaRI5)<9|RNfc9Wl_PMHatX|M4G_7&0{JhGH!G@Obey3fWVRC(F^ z%4mtDZ|Hvg{p;(|Jb7-$YNA3h^9m)$CO~_*kkVfJUM#<-6NK${hHnxZH1~pU6CR^3*8~o#-dP*|V{> z$ybz$ba-C%VM|+E+ne5&fw-5T!C+!K&A5yu5&+X0Gz$yLjQK|OlYrmF>igjekw9H0 zAd+nwK+;u~R*O z#0Ca*^?@g5bU#(L_Fzbi`WI2{9bYB*V+Tpk?a(#izWpou)yXrMwvPl@QT1AEa6 z(PkBWpyM!%SW3kALR}4o_xOs+iBA<36~8mj+FT4*#oFWce+P`qdbsD(1PHsDI?P=$ z)CVKOu~j$AVxT_cCGlh?S?(bg9my4)JI6sz$dGWny1?ZSXMoXOq3E+kY&bsN7n0Q= z72hctBayrLZ!b~VU85vk4Pw5Mtc_if=q?nLpFnP&(WExf6yCX0mA#HU#C`j5)ejG6 z-YeK$)+7c972KnZ9z>HQjziE9d1XzTIPuAX;M$Iv|8E#w&$FA8TYrOb2V?fsSHZla z=LxQu^iyuw=lHB)A8nc}#eDHr@ zAopn+xV-M0sx`r;jPTh&Ph6(!mxZKSFg2p|=Z_!zPM19Y8j3%dR8dyu4#-qflZ?3P z{}Q~*DRxg~3Of*=D6t?P40ss#M3xZu&2V6Z@`*Kd;Om{+8O@ge366}GfhjqLS;j|w z`wc9QkMwln!xG>+%cMVW9leM6#0$Ggw6oe`z7R6XjXbc|kg|AMgI$x(n<+tWIvuZG z+1aM?`%T}41m_bqIC=x`<#{C1*)-9}BZskY2(P8qerTBpy|@HB<{3NYsid9D_}1K@ zqMmRjw1zEtoJah0GoYe&OFPBy3uDI}0$Bq>uS4zyeqDNbjGOw*84wENh6kojoH3?U2t_3R2XY!R{PZa)&-a(SrBLW z1@X-E1kL?)uH9Im2fMEXg}hVT^YF7JMak>0wy^{cL+6};V<}Amt4{SZM!zonGf0C--=Bo2p3sGiifp>K&FR5uF2-hG2UFAzy@nq{Zb&WfbgnTLdWZ2*rD{ zNChPk10xRuU+%Ra)c)J4#4alNt{*FyF~Jb>tu6!K5l7o9NAiA&^YRY^Bd+z$CT!LC z`R{;M7SlJ^LY4uw!orp6){(W>x!$_d@ zNcs}lW8l{D&%e3AGfqGL^LrI9yO7X|O5w2+&-Bq4NG~`fDv|hTk z&_z+!!}b&>bJX&?oAS@asL(}tk$n;YHu&ZNl^#{4`oNW*uO`2$M$G0NL7ATXJoH5F z(yir}{-_YbLPGsahS8r3SUy*7HO%m%dHL7y>${8pQ2uWuB3) zxwXA`@evQ$cJ8~IsM@3Osz9ECj9dL$(aliS*ReNdNf%hzXV_|G@-3CLDSUUH(f<(7~_q@ndyA zRgH3W0t!rSzTrCsgVJLf!+twDhfa-XtK+M_z8-{Th+6^V3`_b6?)JP*b*#p6mwV8D z9u&%}!v0e9NUt8t)fCC{n6n~yu>%4QhXoiK148VqBEXozfH48vNB8R($qB!VD#oqX zN@Xs&NpN_p@fhCyivB44u=M!r8yW~sNJ11P17CaZktuCV9UWy;t|lT2U(7#dx|k`VZ(~kzkl8W7Xqo@{x+HhPU;j2hJ${I~ngW!*^dTtqxdzuJ)+XaD9*T zwz1hqspsW&pagJ^p+?hM#z;HcqnL_mzp4iv;I!T)AN&Wf$m34_t|$KhG7J7QvUml^ zVl$z^p*O^5(GX5s5*Z~ktIuXsZt&)*%pWNDzX2CT+y8~0_cyrsZ_maBIU|p8xMt_( zzkYZYXLIe+a1x`=Q$La+3DwlLXJqD&$C>x>^YXR_3vTOW9~gv!IpBaPFzD+l^IJkB ztA;%{K&a`*sZ0#fp16SKAJ+()_iKI!!$R}lpxqy69C`a;YbcGq-OO}bqB98Zx-(ZU z^%VdVbiu9g_IB2XuL!vsCpH!$tD9bTT<6&BhiS*=T)lMjIRv&+TC+yh= ztQ4AnULGva1+>Kk1eVv=i-gw}M+e=wq&5{9Rih#!Et2y1Z7RiHtgf!ktql#CkFQjs zCyPGnj1YI;w)JJ=7+tmKQx_Mdrsj3n+{;m1jgAj*YSNG4*ip!QFgSMFb--P9&xMrF zm=HgnI5%h6j>sFI%e9NVUeh=N2n*r*DNFxSEv%;ZizhLbHJ`4tP^)eFoq=0IKpn{N zSFay~BL-KbXzE=%0*lFoE7fPA+cE{*JfE5p)(H(o&9(f5#H_5&rO#N6rvBj)#%VFU zV;4EqnBh>kI)t1Njp&Fy9Mzp&b`cwXQ>`TQJo54<{T!9yhY;cZ)bno5xt&kI$vwWF zGTwTSfHf|~MTrvb;NxS5n`n4^GRTH+=DKK5Naqqr0J8`7@iJb8Woc~R!5&6yE-^8h zRsz`gEsc9LruoEa5yNAfeg$v4rL~3CPamZlmXU42G8|lE<7qESboF>=Ps#1XnLl_&ZOKs*xPPM|HV{Jn`FoLSht|f#~7OOp3Wr zTmu4;-QD2nL#I@5F)N(+$7EJq&22|Mv|nkb$of9Y_vop0`A+4{s_B$>87@}8GeWBr zF;G7$aE5j$joA9vaZOE4@KS9@f$_CR44?PN`wZr;DNuD?Mh=ZC_Fc!Yv9a0~yFW9# znfBch!(HyX@4QBWHyS=S?I{9emGCzAN|RpuMp(0f)apleuWNfX{rooYj63);x;YsM zq&*@_5dQ0L=yGak3cZj=edVnCq@+&fiJ|0{eYNcmy0fIZhKE_UAAsQil!Fhsn0G$g z-D)j{wNn3+%a^AtmQOt7iMdB7Eh!#;p04h_p=1klQwcy3DCsn#DStf|OkkSk;N+ws z=!Z}4NRlNnJ4OVDLUoCU;R(tPVb@Oh#c&B~kUed(uw?(;DSW@jQ++cvH6bl6>Qe!1 zCIo&XD)jh_`cJ5j{1W+d9rF4#MSE&nDK|^E8N`_wok<$Curw-%2TycomJBlGyUoJ(G7Xjca{6rVIjOmV3j!#!e@1 zHqgXW)A_$C;L12XHDb#p-hYBx<@7gV3nG8rnad`@WTOTE6PW+%tzcS7OiV-v!{ZB6 z$9-*kcJbK7#>9k}7`)pW-&Y%Bq~3fN)O4bo6t+nww$&`ptYd_tDOtio+pt?s^%A9v=_4Cljb72xjIEypTL(r$(QKO{iC6+~9pl$aU@kCf*uwGs^2RIq zd!>KM)A=|h=xaHr5GaA;8ixt2Ju{|a$+QD_4kk_YAfGYAGmS>FpE4JSJd5sFvCTpw2U({|BZcI7u!e zA9x_Z<)AaTw{`pbHP zt*3)G)foZtmeEox@V#Wa-$=LtnF6aXh-~Rm_t>@33J8?KgA-2ZiVO&u#l$nFsLptZlhd2$t6c%>=YhAR&Fw^=rpp)TXSdeA z6>jols4pf1>?!ny6u(YVM?CYvR)-BgA8O|X=2X>+5h;&_K+03k%?tO9MsosCD;j}G zWbFPa94K%m^ZI;76dyX@eZP~0kiNHdJ|{9@{uN3F*H1USn-I51zz%W_m+mM zq9c2RyRd!{jO^tQC#Ou)+d>Zs#Sx@^#w84uiw68C&JV4ObE^n z{^GAsstc5K{P5CqO@%d+c55JC{UUQ}L517azkM8=S{k0SrG0>1bXrk*FJgc9MfJ`i z0T^_CYy;m2GA%tlzY7=c`1{xmY&?JQVzAgib-fQLV8R$;6$?WFVm8&!i%NQ~pwnQ+ zN4Xkl*BH27YVUc=m|c)xH-iJw8hjMhMg0M9<-TFvB$-8<^|$2Md-|=Cr;E)#=`qZW z=^%)_c>Y`~64-%uYkS2x`DtVEZ0eNcr_2Fbo;|?sX9-T0LIni!=qw@ay!^KNi{ibJ z@H@00v|ko#<0h#JV&2FXDpntVa{092m7G~P_HN2^jP4|*-mBS)^&XrT;U2N}_3MjS ztILF^)7{;Tm678&+%8S*~oA}Q`S(ytlCrsRQd z_@I`i|DJU=IYDF$pSR55+M@mlznvPdi@rh1a;H&y&k?@ys_UfZy0BSzVCDfVi+3vh zRG^k~-*r3mu_-1+elK6X-2b!NgL5?$gtoh}^WgCN)SyV45)RgNl?L~rck9e2uRbVl z@!*^tZ;%<-#F{N737bAbw%veq`eOJs;qjGiP2cB*@97d$#$+@!(aJ~RS|>?cV&nm= zQp&Y2Vn=)SbgFaiJ*du}-jIRiV|8`)(9jSF#>}sh@AGQ0Nf=Iu{l^t$(v1*1k z#D+`HeG98ef!_jTR`CvZ`wgp)$Xb!!4`h6SW!sz^0PZ#VmW?q9WA~@xruM2dZZL!> zi^DCXcq}@(I4Ltzi;cD!gbT_5B4%4%;d5e%`aLipbEYj}q6JQglpgh`>p2mtP6hEXbi;S97VWpbe!Q&= zi^9BVo>k`WC3*`0Ez|TQkRjEK8Q|5eqel_s;(x`%LX1B0RrLb1NlU@F)Iwi|Nv|nB zOwppf)N6tsnIQWWdg@5fdLK+H9Q+EN`H5dXX8`5;ixo?u16s_64Nc|4N(R%CkqHeSudS-|- ze<|P5D$U{%oxb>Jp!m-RablRcgqqUT_*E_e%rHQ5uN^qbUDiI`y$dG;r^nz8F9&n& z1+67A`Nj=h^`-uj=?YBISHicD)irH*3WX9jd}a26}fAyF!GscHPB`7e57XzI5Cg;$qV@ zGugJ34}o+?>`YiJTu?xePqaN2^{f)a;KpA`%3YrAKN#%j&BLPP6ql-?kaLUsy&9 z+H0skaGnW{6}Ep}nsVG%ce2Ko;pc;!ia}XYzc3he@XoC=j!+E+fCDL{vd$|Y*Bcgh z9Y0QMI!s4|0g1~yBJEv7t`RYiOraU;^tcgPe1p8KHoorQ(;nn{S77DE`jLOuAXc3` z%O){Mjgp`|5hB;SxpH8mGOC;;l_**JmP?`0m`R@g?(FV~Zj+$7r#20bQ}il#%MS65 z-9LR)M`AX9ZAz!;^Nyfv-Y()L6YawH$x8w`IXTPJ+xbsiMaP!ieaBNW5zwS%IPXtD zlSQ`&`Y|V`z0>X?K$8v)k9y(5Pk<)p{BH@Gd72-;DJ(6Q^aT|m?Rj!WhGuqbE_13= z@32inMfQ($m_`GcWLFnB-6X%qX?4gjd>t<{wl$d|-IEWFk3o6d=e^zFFoS6WDc(9~ z<$ZcOpFXY&wBDGL-{rJ9eFpzZirjy1FRR3$2n-3F>gIL$Dqn6n8*C zz@;UOg!x&oAQ7nMg7@+l57sdT?d7WMpUR12KaytJPYbZkUlIm{9#J2_Wd}!~-F zxoxj)o+SA<)efL;vtoSi?RteDM167H{V=5bFje;E2t`kgyP0eeY?ztJG$Zrw&ie3u zEAyC{!e}JUNp|UdoQ!{0@zJ_Ax2L;F?T!Slx!_V{lXBzrr3N9lJ8fC;=+^}grHMX2 zN~*$JGIlz$Ll5*^U0of@#iqtvWxymlpTiWn zrs}wMx%NtYW2#d+l_qy=f>t%3R+Ts5nP?0P3jt&8nB1j8TEMHO(g8z5dahVLf}tUL zjyXD>-y^9Nu5b9B#djB&?E4Mo@S#kZbr8Zv)pL~g>j=k{lGKzxP*FS@VrFl0IJ;jj zZANGvWL*RE4TrhJyg~s*OJde+T}2+AaKH2R-aGD-dhL$8{)IM9^lX2o)zg~1s}F|$ za3kkoIjaXQUr|XC?B z_>E10UwS%N61OU7-W*978ykZn667t6gNx%0X0Hc3;!;^f-N1n|eGcmh01#FE-B1U8 z11>WkJF)xZqsOT8kZxg7MvEq7q~d2+j-1g^SXklMqk$Ktc=2W!)?D)~Z65TzxL?p1 zgzq+owS&+e8e`QVrPZpduhM4ZnY+ZZjIcdw+MHqAE~p~&7Ypuf7hI2UqpNzHu5ddy zD1QndIAqt&Ycc58K0SieI1MKh35?E!(7}!l`bA8sSSOmoijVL8(h>(Nt5DD>AQ_Ih zmof=DODVf&F@)b9|C~5Zr%(j?XaWq0Zx@}6gTZlMDZVN+`E-|eO67VEiDDMQ2Y+gf zxnt>VIok@13+vHX7xT3Ui)~L`eYQtGw<0iNH6Co1-Z$_%$onp4dUptG+rBq%Os4V0 zjhsQLgBx|s$sH^#& zixob)&%;BIh}S?Jl+d`C7^P8;BYqyhQBgKsBM^c#phQZZgGsIR=6PS=^_3MjbcT%< z4jk{!`1n-MGqnX|-!fUNljLtnqr~50ld44l()`MJ^5im( zQ*U1GyMy0HAt}lM42t-SSLf(C2zX=vw)GPgpl*2veCuE)m>xE^b$6p$Tbypo(DPeI zNk1XxU4aE&Zs3tv`l#&{+3;b(foU=sjgEF7Sk60?ByMbkdyQ`8t<@PVp3t~pta53o zX-=}f622dC0+F=f7NHDW>BsP4V%5iByqy5w3cR5nJGDw@(u});s+LLT_-0# z3bn-Egko7tGmcY@FZJ2(rOi+dWlSOTBVEX(Gh`8Cd~!p>7Mh*H(Al%%G4yPY?+Jw^ zEN+3YRm_2NnkO26JvM95eybU(m}7S0=RwhSnyR<}B_B%H7MRxS4oQx1KkVx4Y&8+s zBYPP4cLS)r$9K6%V|<14seHCs=tot$U(oMW7NhNm^!71yeTR3ZxySy}l=rBH>U&tR zSorJdQ42*^Mn90IsC&>)SZw(1jNU^+R3s6>j$BCc195u~8=mfn{lI9Q^Fb#?Aheg9 zLSv6zn&w9~@9iZYGd(%$w_TF2c8g6-;9TQdlyQ7T>MjlHZ9){#3`2ih4CedJtiFjK zNSpCsZePZVsxzx7cr=<(-CB2~^$NCISE=Go1k?y9)zTcDe_O6&au#w}omNG?9DGn_+7e3 zm1Pb$l9zknw)NNh_o5|qlpBeEgOQTsR2s(Xj1adZZ{ECS8z5M0zV;m-O7883R(Acl zUvcY+s5g~LR@yh6%fs)RKTs*yl~>YZLZz=uddACu3t?H!ruinoz zY{g|NHe2F_<@mgqmwFqErgV>j^c|-{DS7lKz1Qdk_`VMq&Vx#@r| zxqi)GG_i)Md!y*iou|hpF93=$nW$2wvGJk&FJQ@M1&wFlNBtr^rp(MtTvDCOsPnmJ zNJ&Yx({Cu>H1ufCaPt6A@^JpsC!PBj{gF!Z(3^!wA(aLf#O*MF!3zWvq}!J~ z1f>9y*^&wTLL)2)!eO4)SKbW3WV$zG6Y~S%uCm7KDZ7pjW*mB5UH=X_BAFegPQHx4 z*6O(hzgMFDY01g<%^O$&=6D&@Rzoast|MZx>tb~XqsM6NaluCrTVs7`^l`c}$a}NU zilZ3`n$J_U$^h0)O-+fxGAh&-o23TA#l3g~Yn1KBoQDqy502TzBl0A(+|*CQ09rs|uP8 zXZ}cV5G^Q#?c0l=(_PSh7gu19njUpt>gWOT2aBT+*O!$EiyoG?*;?rq-kj1>+11rL zm3AmnVkS`p}Uf7_Zp-oMx@PH4wyExzG$7nB}W z69_Mv24P_PN-VG)jNykE=DiWL1NVs$5GXx{ltQC)UiSPUP|ly-(VYeU{2y471agtv z>&)H*lGiON%;qbCV1$5f7vTa9AZ7rm3sxmOeUzP@cd>*yo<9iD&Rh zdec$pq!+OPxsEi>Us6txnM2@zwH$1K+7}zL+*&O-zVKm z`7&B8c{9Ga;U+N1A3c0{Lq5QekpslZ2Y{UP){l+YdInZ^$D8FS#VOwrHLnPXlr3L` z-YEY^!9EX#qz8sNy%@8vNEzQ+nJ1u@r9OGNq_rOyJs;xfiyQ@6#`tB@xX~R2YHz`! z(R$c7+ew`HnkK4!;T+lsMrP*rnI8O~i+-OPn0cXYTN4DQmwUJb{rseVx@(N41LWK? zZvj5y8M}B;-EC`y!&A}3l0~+t0`ltZwff)R)}T8&c_f2!NYV2AJ-HA^v9}WeAK3>k z&QY?2v^go|gy^{sl%}rzyncQ}@f&Gj<-cH;pNB05(^RZ}ZxcGMFX+)By0(qfi@75A z%bPY~$~OcS$^Wxg&KAdUMq%*d5VX?*|Y9dB5US>LY*4!pdb5_PQq_Jr*JVt?n@innS^EN zsC}H8OG4`T&YMD7zqsF%m2jk;w|b}zE&^6aB^~M7Xwk{@hy6K6x)J@#_J1InS$Y2% z(e$=Mx=aD;p^rUg&C6ShGB*hTnvcWIZ&+NWnhm$G!%&fVfncbZZKeo!B)tXn=8krV z%bEQq=#qm0pzFYwG|MY~JMUu&^iO_@`cgyPji^V3g@rvOIp1_Hs!&MyR$SUVx0^%U zCd9<{V+8x==?cz33%g0M)r^nLD*{yJ@6kikWj1tp-x$)q7 z_kTt*pA#H2JdTQdk9>8gz~7To)JWrvVccb0`}9^&*v>D4P{BLgc8|mN+HSlX5!bl?@!8 zyl*}+qDWcSad3HUE#m!Ic=OQE& zC@C7INANrxm^rzER+Dd4ki3AQr^^wfF-E)f56eI7Q8e1c<-&>%9SU&Q!q@NY94|~m zv>imSf-+6t@DE* zKMt0q5?h&KB6m#R#)(~_%V#qCP5lWD$8y+6^c<>UvvgkCG(&14B zU$yqXV1Sn1ftNJufbY_nMa}$;9UHM((w;&MJMLU(II+k>psDEa{{WyC)^KvpQgE{htlgfN zmS&1j&Z|Uv*9UaZ4J+1)%E`(OB~iXqF5zJ6IB7aZ7ukrQnA@(=uLE-aK%cX=bHiKD zz{nFGht|6UTkh-uW9xV|p8I$lWx?C^819XEfmtc|5t4do$gC!2G35{4CZD(tsWbq6&4`u<5% z?@`bSzM>Po@pHk3YHC{`+Uo6`_;0@$9;= z$>b+shP(y+^0$IESgezp?o6hdJ!kQlNEJ3qhyyNLx+DT4*_0*tCiai86J%%A{payK zJIfF>DXtJWetXZoG40e3*HMS-&0j?JEUUwX&4w}j_(OK$;Uif z5iA7N@W7$Hq|??gQ?#NG+Rg_v#p1InvO!ZL4!@l4&FgTIjv^PPH?{d9?-bTK7D+8t z2aImVYIzP32f0hUF4kcWK1GOz+4}a)TvSCd)DX5}6Ap?Uc~^F@j=y2$oqN&f0bk%l zn8qKhsU#?V4E5t4)uConma%lRPSbvoY9(h+pkk!$;^*V*ljbbuE3&9Io5vq#9uTUN zujogce(#X0hO+a$e4ozG2YN?!-(0RMUY33$-;ucu7%1!E2P1tqsO(vstXyYa-4t$k z_9{&2M&ij4q8b`f^ z>z!l4XFwHLn^FIS1cIEJ>q=fYjKX|@gMh4WqOkq&>q~3GyPk>-6oak_+h)xdTmAKf zG`+FQ058fV9heX75JohNq$cQ^VO-c?%nv$H4V#D8^`oj0JQitA6Fe3PBrm}@98gd5 zi_4Ql>>DItc*)~vg*RRLj%#l@Em61*bnwV^S6JNjD>Pi%l(0%J`7v3^ZnU%Kqjz*+ z*QU+doa#~VHl`J7kY#&C3Q5NIc)a0KD|!b`I?Qvi%&l%)&25#KW0ApI6XIa<<~Xu_Q}&@!~qub z7^6d(cSkaFhw^$UcegjA{nI4Xr<2ykh~RUmvV3DXzm znGdYb_J(&-AEml{-02CsSDuGw#+wz~h0V)T9r+)nU3zTbKJUSAkEAM}kGCJp?7Tx4 zPkK*mFM~y2BRtobUx`=mx1_h^8*lf4DWeA=3I?0RToZ>o!i_&SMomB6_(ai5>`eL? z(iO_5=HHf0BYT~Cf+tM?^zGRmhfdW^?A~Om*xnBpN)E1EjfrWVrODApH7`Q^i~sqp z@e32kDq^D|C3S&S7IREVQ(Whr{)2l%HkJBlqe=k--kmCBR}T#Q4yOYUQhErm&JA3J z!dVj}|HIhozr(hZwA?&A3cPsZZUaFj*bL@eOim(T($il~qst7_0p^FPpb%*|Kz^|A z-%d;nKALf!3JG|^h3$43lCFkVcJHT+Q3Gd|BIy5}ME^6d4Ey`rE+P^3=WAW3eGW zYMGLpkd;-BzC|DuM=ej{i_-eUHSP))Z6BW?i6apxemQsNe~rB=xc|RkuUG$IuM{TR_^DRDjUq!0yn`Qv)X^Ge`&qGu zIMGg)hyGu<#}32C2MLd0dADS%pPl@9Ohe;0lCJ~p2<#v)`08?*)f0f)C6)b9xJyBS zpJj_`4UF_MT4p+AFB|hj3ev90&=8*rg5D=kxQ*<@V6k(oASTJ8qw2EB-a6toE#HXa z8bO4Lq0)DQ!=*PvY})$=JDtdmKZgg#<%14J-wh-%i*xBxQJSy3MGOASVZOg4+#p+b zTYLffxQAD7W3y@PNV)t;T$>euR@H08uDgV7fD5e28kfVgc6wJ>{BR&fU#Pa7O5g^r zd2VFL^L2`R>FjErBrd=H&kRs|D#?rg5tr?00RwbDUfTb}0PQKjQdwXJM+pd^9<=FZ z9wK!;w|b7c7()DLgRW}+MumbbU~{MBlKC|m^S;7y;U8G7?7v{OW34!y7Vgi0)iUVQ&XZ7Yz$V5R z@ieWgk>ixuEo}!$PssGH%il;XtI7XHYL(9i{y}Ov4gVmuW5)lNNbRsMB)?ZBFX5Dt zef{!f6YtS_`gNJQieF@ERiRt_RM9VsMwFBvI-P#h>2>kiIa2YzR86Ov9h{shmFS76 zuFQKQE}69sb0K>;9j0IT;{pO7_jY+p(S()akkrFg)FxC?h8WTqjMpm%a^oDQ{B?0C zTZ#x1RGmoV_R1hap2>hS^3tlOdk^+%|DV{RzkY3U&HHbLKYpDFcW8Xij-2JjR|y7Nl86z?WD-3 zY--adHef+HC7t&DIn(L>rAhDneYw@oD=1KCTZ&L_=7lp8#|~IjMi5|IuAtB`zGprq zuVf~*@1~8n)%)%?ugW}VA0;V|n5b586bjC65y08fk&wl3;?QWyn<0sOIeb37?^me1 z+*Y?S&lx~jDCSOT*fbK(^bmPVX@@>A%J}X_k79U^NPlrsYun({r zHr2`}ll<;fvjZqWE)WR05mm z3&v!rjLN6)Na0cAI2wF%NO3=bC}47JqwoO-_$FQw`gsDL)2Ls%Gj+eE`MzYddYnek zfX9wt+(4!SS|J?EtE&Z}wZZ?yK3#V1StvR*WD4Y3;?N-@Bcs%*3rl0l6YytFIdC{! zu4pLX;J^?uF|qf+;9$BXXs0Q-*KG9m=sHxc3W|5@@ITeWfnx@Ng08#cOeK3f_|;E4weQ zhDj@N{f(JoB?f$DsTGTquzT|-S8OkOU0GQ0U`=d!nJh$(s9>-AV{-iHj|#fcd7Lt_ zLFa%R(CXN?exp07q>;S?G|oQuiYyh)0LAXb8KU%%!!$G;@|3$Zr6I(ta)eN znQz%Ku=(d5d156bkM@Hm{VU$r+g0WQs=fnu0 z)cP--HcMX$lfr3+m+U=eC99zg(BKbs6%v=_UqqNk_`gJi3u^fP_kgh2=59vgH*&M~ zfb+a^`lEF!jT7?u*3=mqT)w*7}-Kr*Z}@%mJ%eNx5U2$^Vza7&=y zp;ixM1U(OXP-l9-o6e!gw)#mu(gyz`5M&UA2UkWnqQ6w;u~dnA_8sFtCI(76?lItx zvgX@dT|ENHgZQ^spF^b`FX$x$AbJm2cAKHmam;8k&OW;zel84~^G&>qq2!R3V6@@tad0sQQOr66y5&w{%wN6e z>FH_7yro~VA>1#jh7A-r0)V^D@zo;_X~G$#U)K}iJ?m0s`oJ1QI$&!$c}2WC*D&;A z4d%Xbz1N|KLRU`Fd$-cR6%{=YfGVqA8_Dt&h=}gP(c!bdO^A0=sZtzr*dffx=OvhQ_ztOJF$JF$*=3or=Hp)D$6@6L*H5d0qLtVYu<;p+NVQb&Yt{y zbEm9qHU2Jtf;#B{>mzeFWxU=F9gj*gj?)PhdbKr57y|M6RaVhJ9{(I7|%TB-HtEKdV;jCXgbpie1`vnqf zWdvOFGyLFXnet(e#0w5_2+a=Go^20&yyYKjy)F3}<9aPP>OnHzKQS_8f^&ro&8G5I zxA@u6>8?=6>=hg>ahqU5ck5ZM&OM&&928}gGK*T?f>)Qp%QHH17e&@13f zp_UW!R63)oS&kR`H*@nj8$EYeJOyI3OF1 zF{ygqV&81Fis@(DrJ33z950h3heGTe%E*g~^j@)6t zkshdal&PBRx{=^2<`T}oWnKIBZ4v`XRlAvtMZR3-{r=C@X@2A>g=syQ#EMMk#u}BV zgq_opKG*M0c0tSAAm<{wg9XE1a?H{<{`IB;3^fR%n17=3~>nqy!A$-RA!OZ-^YE zvUy>6sy#rk3@gfD3714rlcrXc%H`v@CxZ(T@Z-Ao^j0eyh|f`>l56^; zWqTzF5%`+j{$tuS;zeM*K!;yFMUxKSF(Glc(pH;S6K@m2Q%EtZHDIpekdUBj>;WLj zHmTT)p(WN)L{8Z9DZl-zKdX^Jr-)8G{mzjQ^Zsyl>crQp1=;&BhG>`;mHoCIH6FYVTmM97az#TCnGlZOq$!@)D zN=_PMSmyfKEKo{;U>p2ZoX(eZ^)I9zWo-NejR`1Z$~r&iy9YwV}>+eG-xS-q_HBPZ>&K1H-RQAdWWP2o}l~x`!>M%Az6LY%0nkDIMJ+ z91~O_(u=7X8Kywv0J&_e<&Wp*50yc>J4?*$&7KT9qHKoANH>TA4-r|Kzv>|}f0&7U zE-5+)vVU9zrOZOoiqe{0#(0ok@;QUL*7h2PMM}3r(U-Q$!tmcnIiOw^dg}QNwHq92 zTkQAjl3u=iS&1zFspTJjnMx<~CAe$kc@2-}46L^KA%zdLa?2-A|oBezyD` z)CB@qAz%Q|Q2{I_=)gV+G(Ids_6GQnaaPw#Nz2q7?82EvZV8gWS5MzZ8 zEKW{GOq?$->!DJ%!kqqr17CYUwF*Z}@ZPpZHY|DHcbE)|YEH2M(@xE9udkUtN6j2@ zEZbLP{x}5U#$`IUwuM@J)D95++MIaq&REIXkd=3h@JN(-cE0%?PM;cB4Cr|6##H=p zx6C|M&T;rnf~Wxo`2TH-wuobwVw(jSnc^6$V0!Bv}sz+Z0a^VMMY z-3s8>>6M$Fe4i-qy5{)>$mLE2#5Ji&4()?Vnx^wcPFKhTVJVINaKh^Sst4F5bXf|uO&_K}BQjU-E$t#)J0>;>E^pNc$77Yes*CUG7IzU<7v6Q(Uo}D2 zArN1>?OoG}`d=wTu`0X?z5AlNm{dCRpLFZkKC2!Z3kH+0Weq!4{kXjMP$a2fZ~tTc z^={->OAwHV0kJ_bCTCCyt=Ha5?o_`&9;{NtNqxFEU!pI#Xyn5FYTDr5iKT^vv_n3p zbPf%iuEFFZ0Nw#3%k5Y!v{qSU|3ljG`|(71sN6q_h)7AaqG3QWeZIft#ER^9T93&t zDS2Pzp=#w;+OzF8{E#=tQg;)%dt^5zqcI*j@b`1~4le+$A0xue9UJ#cN|36JSslCF zt4TGUl=+o)1To`d61)wi;(%Fr9&$V;};O@fWVlt-G=O!9{E3_vODg*|t zn3582od?;B3U4E-8|j3co!E|&_H&|Ukg68oB@=SwQHut+FpTQ!%(5h!R8t7QRKc(g zDYhlRPMbl)?OmS>kx(YA%|V`5Eo(QL`N6dSGVAZx+F)mj;N;YT-}epz&#F6Tv`k>; zyaLfH(3gdDLTCYWn-$<2B9GsMkB)%3&B6NqUGXX2kslOy!TGRIZ5g&b!^MU3QnjaA z)ypJ!VFHJYLy3iPTnQ}STG{WHi&BNDDI>8vIdFB!!%`O+%>|$`Bv_=uC~Vkdqf!V@ z2_^t_%ks$=u3E2_L~M79PR(_^0!hAWADO&XMty5GU7Mb%^k@xHvn-dq9?B z{tAgfo!w(I16u$W)aZpta$)(iwL~@^ZC&1iFw+f@mwZ^S!UU9|0?{5;kn4HUnr$ zzUZQ1$mIP<=0t+uUnF3Y8NT!P;<(n6KxtC)6;x9yfgRgfF)&{#{I;OqCcf0Y(*fdk z2I!6DIYASwtsgHn9-9*rUyDYa*s~PV+MoSeCba9Kml9}vZiDDE$_^gAQSkA@hrGHq zw>y?o7HKbiV&d&b$=6rOT~YkVm&xC#z|P`Oiz0yh{8^LzQp>UXPVgB}K)GjH;xP*V zhv88RKFw0Y!^fX$(X6XhLdl)BcX8wteq*Vpdh@QOATwQYm3tFL<_K)q+8;xbqu-}6 zS79nNI6ue=>ySGg7#=P(rOX{M_upcDj*sFbO*M{AZVexdQD3iswZk&cA{j8N%{4wD z8bNz0;csDNd0OZ0&x51HE~s@E78;uS&S`UV==!Bq?%W{9!6 z2Y+1nKT1H794wSo~|J%0=oW}!%UjO!pcoZ&b@_yVRYpnE8Wyc3`hU?#o3 z_Tk4Fuyy^jQwg9Phz7j(*1dQCL>Jsso;kIL(~RN zqLY&om;^sZL=krbZVy?^jA)SeIF@#ntFW}{lK?T>a1=mJ z0|7q%)kelcBLai~8h#E{XFxMw2U8jTEH83mncUWGH^$_3p1V z5=w{M{x5*&=L4d62Fggy?T;H4ZTo0xE}*$Pqvb>4r-$fD3qd;@n>4%J>yP#qMAJMV zhQ~sjkB?}Yi<)Q}A$cA}KWS4hL>0Hw7vSsq4q=QA&iSlip`nad5WHKFWCz@ukSiM~ z>W@M79yK58KK^Anneh+I@bl^;n50^=_Q;@Kyo?y~hJK8|^R~7-MBum%lZ@3XP<{lf zxxysKn0;LYPz0ObzrUM}=u-k}rb!?Q7PwB;SA3RTAXolSzXoD~^4`yYzdP|GHKTGp z(LqLNKdJ~1MIdpnupT5BABcJ1;kofJnkbL&=#q27S&L2|iARO<5sREL<|Ei?bcO_- zrq#BX52vZy5nWi2ng@V6>md2|{V0Y2^D(LA2e!7_DkdhcK(y_dfPE`Fbso{0?v9kj z0a+$GV~ko-xlueC>gwwpSxx&9@&(J_iHw{^h;hN3$$khBl`qB5VE0cV)Cf7xHEK{| zH_G_P;M|!8PC)yI2I9 zjaVUkM@3GK@k{F0=4Ly*wI+KUlreI6>4>lxMqA*QC)5~SfHPt*)XWsoel@CEh1SD$ zsP(*skOB9nAEz9$Y`UiqT_8E`>iC`6!Pn)demsqw3K|an$?>Yl4bso3dldGJ~n0+ecu6r z3N~#gI>?8Fs5frkPG!yS98WC8foQ{;q$N2Lht4?TWV~j|`)}Qg^c^B+@P8%%fnX)L zLS~ZAyu0)+;|NjSOjmY_6zcf}oCZpJW6+5d=>Iek;63W`zz*_-#<$r|GLf^m^p&O+(qt>>SeI_go ztK*O!5HmH5*OY)NcL09Pd*-qfR;#_sIL*WcI|Lo$1v+40DB2RFLbq^!#rdwMqh$ob zl!~^Xz9|WD!BqOh3MNW_<}ZH{q8|yB2r;g~`w%IS{PLy8*FQCY+_e#S%vn6LQRg4Z zLE?>Uzs9AI!ExLX>d6q)aaLFy>{B71nV7h;u@TvKyY%Aw)aOks0s=b^ku^ki!xZC7 z1FtWTdJH3Azug-fUubRk?g=L@S40XI0B%*+Bl8PuVIQ!5bsy)G*!AmcMa)V0`(ZM# z&E5*c{?$wW0#u7rwZ3RNVj4pvKq8CwX%77LsLC?fT`jx#7jI?}^gb-U7(0x)#TcQ# zVgQ*^9?P&&CQ87qq7P9S_n%yO^_xGHeo!14I?JvOS4)X!eb{uX%;^^20>~)A?ouu( z^8hplK-Ok;vOjuid`?~~8la?_L`+H9458yZ8w}KZipBTt4OL_W(yn{uRXmOUj89(csmHiv;F{AvLMQ&a4YfM?7YjonLNqLQ_}F-7V@S2 zfyRf^11j8=*jFO7$9;QGf>g`9Tp)E%@42(V_f8aA$0twzKqpB4W7Wy@fHZNRH~;vU zcqFbs3zx+MtFH^PdO&Sy*b((yl;dnW&~$g}!%jDD@db<>dC)Tjb8U_nCVFouItB?84o{L;rN=Hypo|83@}s_XDDmBpOQH5rnAL zcYAM7J@Pj1J5qp@LQ3#N)C(g@K=PORu%QUXWWL@4}NZ z(ot99CW<&duj6ZZR;4!7YE8AH^Y5Wsl1O{9_{o`>6@_XlDu_~pX9PTpn5d@yYshEY zNWkUPTB^0EhyPJAKJe z8Xg*!VyBVZyB*LYxal=D837Zys6<1{vw`~y#9$j3coLreV65ICB509mI?cP;=K%T~ zRjTg4vnaGQ0@G9aeH%|AMEG8rFtEvV@CkgWBz^WXOG*$y!m;lKU`IYDhbK2Qj0mze zXld~dtbu}tZWn%EksZqjz0+|&Ox5vUklZqC(U?C{bb(}&$-2pfY~Pu=9~Qs0wsrzq zo`DHSg_C>x;f4%Vn$hU+u%Prugr%!}P|p7KjwJU2^hOZ8MFI{Z$-ZS84|e=Y-ttHm zixw_H!B0wL&fmzJ-BwUsFhgG#lh}1)o$SPAD-Y{c7=cD07AOOlch73<$C*6|Jx!E2 zX19VdQO3T)5>_~E9{5B5iUVu0f5;8K(!o^TC(yU`wW^~yKl>-NUP6K@g2RGUZPQ_G zL(pMjP5O4dbBNw4M2+NV;N(Ww&W|$jo0*w?u8^$SM+I|}W>xdsw^wk_nW?>+3#<$lMqoZb*oKt!^Rg4mpEFTNFgid*0m+$Xwp^ z@}5(|X+$=CP>@U7=oT%x0FzOlCY(h2#;c)0iz}Pj##$s}bs$vOz2QV z2z3NJ-1Vh6P-r!|%_(#Gh#$`yuL_TnFStAx-u?*+>C?zxHy0;`phHFAc+k!>wd>DJ zV8oxSKm*5gAm}#5e^y~H_Inef01@z2z)5{ma_;cWc1LX>9U>JmFx6@R33O`0(we~; z3kXzu`^Enf)z-j_3x+9XT~`bWuEt|Nb&(jvOQvPbOf-J5S@ z^xppmhrIU-oSy>d2nf3X<8M;f{Fp9eT_q}@ew_*gM+Ho46NJ~G)HPF?q$S=aYy0;v z(69`uJ8?gYlR*U_T|nC0s9qlxM}B&iR_hd$9#P(Npb0Y;u2B1Af^mgBni8x}vHW@V z_H5pD?$4v#OwdF1lUSR_v~gHzylkwh)e~Fl?awSoDu_>-{6UDeT=!CFs`-(17PpJc zDb<5CHR(4jcf;Wv&@~SgEeTLbp+{@~w8<@=uqBxbQ}ZXYU3+dcZ8#Z=kd2x>zkp{M z_BABi=M3Lxx8y<2@+IhEgz;rtOT3IXQklnB1Wt{F_5Tg0o}6})`k{9t!W(&$3-9DB zgQLZ*<3^961d!lsOB|+-hMRE1kmjr~li#?2O|X>+ZNie}1i0i!O&}XL=^y+1M|VjE zLmA&gY3DL?FS^V9>uP&Qzf93 zuqz6^d(*P;efB}l_$0()m21_i>SBn*|6Db|vHK0ew7+2V7l4@8mp3+w0|qs&Oa;kh z=@{V9v(?vnrH__(fhU0XCH>O=Yls>MiO-Z1KPPK+wwCxO0 z7s$5&0T`8O>Hk1nAJp_GGYtg8-ZiN^cZ4jd-#|#(Wev?4DHUn%1DgLz@^;D8r5j}TeD>aoAS zXl?N+{X{*o2p_lo^le^k&-mw&!Jlo zN2)`Qy|btt%z|zvTelx_vcrJ|{tp@a+Q+A^>yto5PUyA_vw@}C6u$!5@9hY*J7u^) z1Vvsi4bpsvBX9_qo2%E;B22Hthup8I~nG;1NypS6UWL4d(vWvul zV|O2)nYXAK7(A}CLBtjyL=ZTK=QJ4_=j8#a#{jsSQ@j#6M?h)j9pp?bv4g;x=a#3Pm^9e)wpteDxRv zh~eDpv(n`oi}Q)`UpKAC3A==>mA>9T|Bet-U;Yareq$W+ZwPUf3%kh=Ed)XwDgy{H z@-yikv2RjffnC|zanklMWqg=Ou*WEL=C`FUoxe0RG~`J39J>^K&(9T%yPVhqttApl z6EyA46+-x8Qw|a+_r8S$G0%@9lJp%$6#=I$r{|3)PF0=;L zTY~oS2&*^wF3E{EEpLrceiF^MYIugjI#0TCW5>Huz-T0WJDS!-x^;D7pXAmZo7KpAabI4lQ-wuU87R7+# zzFbtGprviI`9Li4h*Z)R&U4?vP;8_GzQNZU0CB)JndtqA$l|fo132(%Oszq$nVygk zdG*iXU-7;_-R4-xzV07Yq^6ox_^t@6J^!3VGNtgYaM89b(d#8m~TgySf zr$YY&4F29^6vj1o^I;`uOjc|Jrp9EfnO7*UXDl$W+Ho@N@@B^%iDl zjo;#I*(3dDka*j4L+iV+HssbkRS*^J$k2b?P1_BAaw}_HfAliE`Ue@gnWwoD+^}`p z3LL{)=Q%KNc29{A9|8CtqDKw&_hX_GIbwAoFB-L+BPQKhXAD8o9`p*QX1=NC!9JEv zESz&sa2MCMw@u!<+ZKjFjXl{qe-YR*67sYXm`Jo%$=2{NjM8ueq{li`Wp3!1!I$t_ zj!3rMAuA41Q1}D+d({`L|Bm=}D>RVOZQu1jDZRIeZExdHpk0^S;N?9)fmzs!>6N=s z*RQ_=($U=7-Jyw_vg+D_Cup9+RDoc^%3_WBid~Lj65M7TAm<_bBHFascg;B1w3!3s zB_$u8!#*b+dqh5BdfJs=7fxDL04qN4yAxvcC&60&TFfmSoFS{SdwlMu_4fSsV~pN$ z0)m2ie(o=uo>>Tn5*JtP`kRv&CyNd9<9*4|$T0DY|JGr(`{^}F;d2A$D8Nd;(u9Nn zd~)Y>!GrA@J+s1W*eW|NC31LxkrCyB(dX|5&&D5E_;i**hU4vu0?_zuJ$$oV^h88! zp&{~{knJF;@002PW@hI4JN{wI>xkTEQ;?I24Fkk-2Xwi91N2gQX#v01Q^Eadg9e{+6Vy3( zAweDfF83PbuwKGv3vmZ=kcn9=bO#MO0@x3d+Jq+*LSP(@eFw>QvtSfzL(Iik%->^X zw8bl9Qffm*oD=TT-#i#fbK%$BLx(8>>a@0 z6}xXN`n*+hjs6AUf_oN}NY!?)b>Nr>6fAz)lxP5MR(saZ?}(&*DZJfbN-!KpWIW+H zlSaMQymKfAIQL;I$m6d^(~|c^VRZI23NTR)VdX}S2|(D!8E)zx2qMl;ARLtOjdlS> ztQq(58Ju)6#Q<%7pR+-u90x|m_Z$eiOYn>h(gOH^&g%fhdmzxiKKTNXb46|q5{!yo zq-BEYOJy~Xzr^(5_I$0j>`s_~?rv7qwiAI4sow9`<*PJ}E7F9V$bBgVY_RUI__Fay z0@kj|Jqhz?QFM=~)0sG^=U|o4g4`B1)6&OuLEi(V!>&Onx;#5%1ObDQU~OhlBkGzA z9=}^Pu&g|4;9f9gStO&*OpSff15Y2|D`dpPFJ8TR&cTAt^8r-bPyIgAC$XWo4}pFL zUwQxAw^P7WbXQ@=l_DfjVrQ%W4jo8RK2nUp>S^In)6OCP>WD+R>s^+=*dZ>6v-ioM zEwpBL8UAhgUS&xngPWEXPMtGhUCjP?mfVBzbX7-2Xx@DMocAdY4h!_LJT9yHYPx(O z^AHLQ@=&!T#agQ1zA$*ti@|cOKvx1#TO}$GsR@#JmXu`s<7@%pnpAu|!5NaLatFY< z?*7ogC9r-N`$OB|VdOLv?&0?h5Y5l(g(v+t{d;6BOZ4)jtD4gT8qPAJv|7(jYGI{Uv|nqB>9tPcU3_BCq%Atv<%{7GfswvhL#ytjTUEvu2zEz6bfo7 zQwTGc=Kw$ZLwIDQ#=8}YXjQaN6VZLw2CfrV+!A-gZTmUrq(=RHTXLx}3zAdr+-T--^IdtnaP|b^z0psqQ=5I+ z{Hn`Fa_*YHg4i3CEkN&H7I*vQ0qx}JAoePBf+;R0iH3ne^8}`siC$j3CqL2g_wTcj z8PQQkcsp|5?=&iwY9YL9aZl?d!n9%11Huk?Iqe0*S_s2l#l}HQ=|1R-$W-H;#=1 zybT{U&JB(V2#|c388Y!d1GGGVExPIVh-IbkT5NwlP9Jqf?I%MJg>!N0nQW zD3~cEQA1xtRn>Z{o*I|-Zctm=^K8I%$qoV6rO>_R9iqSZpsI0|IK~!V?Ud|yQ!9;< zhK7L-K%1bl43@)8-49E=A#sEh00L?=#Di)A)xLtHEfs%qJppbKeGRLuoKyyh?-tdV z0iBqqMYhuGop#8)Y;JCb>x_e;rikYRS%v?e6M#f zVY8m2vNwT~x{@4Fm2X>H5YR96CZ7%;xa#6_xKEN> z7t7W%#qS_wp!NhtNNrb>-;yLlkW+GFlgi54nrZMeAD7o+Nd#z>$C)S?`S}xx)n{Hw zKMAh;VLPSUq?QV;#MG}t9b6GbRsgdAdo=OB*ei!zZ{7eGR7dP!{DQ}5Psj5EYN!}& z`)fbJSivE&9NeiCt5svw3qm3&{D6~xr5{!&8kB#u{m1iw>mLB-1WR$pBv|DJ1SP6qrJi zu66k3DUQWxY5v7-_j3PYx5p{Czd(RNGo9Mvy;nAuMT>tfTaY&QTw0YcMM%lZeC5eE zk7Sb@;O{z*yK<5_tyy%Hf`PGlmmC01@3wNWYUhJa;Pmvr6j2HwUC+bzM_E{dK}6Ls zl~(uE5-VZg=;u#B?P*nk9A`hlY)(z3csF_yN9uV(C{;l9IzrSH6kV98l>RA2pAAnP z8Y+o5Z$f%#?j7InxqIs=cNj63r@+`jNGC?BAW$JGvOIy$H_YEe`Zm0FMp;CP@z?>2-PA@-tTt%jH8V`pcs_2PyUImNsX03y?KdAa7wkn?WN_pSuD9Kds5pWFh2 zVr`yH{BO~p=ev1GDQCE?9CvB{O{U~Xw@ zh7ky2RW_7J8oGi+p_74>XCeVwPdx`8Ku*sFr`F{d19k75fmmowg>>;nF#M-<=WFX; z63KzLIu*lWWdc!Z=L+mh5_=E=R=@A*epso;pqy|Fyhk&{|w=jb^cUP&B@qaQyS ziWY{4)t*B>a9n`1`V)InbJH!{zFLf;eQT?5y3VjJ974j>3Ae5G@dCx})I#)4a9eoO zlYi}6);74msA!rs-k^8<1!Otv04{8gCUafLTup}6d#BIQkZ(EK3M zx2LqM{e){)LCuw5eHkBL8+FsaNq;8)1tycsYB%l`5=p*ZMr2=*HeD6S)H7cVrdzk zJYJ7Q8bMQ=7}xLq54aX%8Q|J6p7UG(C0xto{V%xIWD+x{Yz}ji0!bl1+mrRYhYZ9;|CciG>RhCXb(| zr>PNRQNj5$&{5W~&;24)^|U5C%v~Sbf=g6X)cASh5_=9gDQT{z$@M(-x0~=T&nTew zkUce4aky88e#7!J8YbotGhPQ_=%mVfKT~DwD`ZK4033<73`ipXC(JfN{PlV4fFv>^ zVvHTQF9X%oE~WWFKGy{i4nZa+=>l%LYr8av0!;eOQtPAi%F>BI+3N7*KH?ZO=AYlc zSGV9IZW@;)=;n;tW#2JGGUPgW5k6J72Llj$1r9utfZ!6O)&CR0<%yw2sDJr_i)!ew zfV_lm?xZjQi!5S*L+PRku(8MU^8mxGL?5Q?@>}O8{oY_GeWO-L^`c9)4@lH*bI=Trx;=ocCAw`yY5M&Qtjf zDp;S2*luHVpEilvQGK=}L?FJkCEzO*keGNTqPP8znMQ~5T8u4D{hP8(T8ppa0D}1) zlw4a>ROdEjvq6MP?sOPfPe0m{Bu}e{m%>DlGG4A=!LL2&%HRL`VtxmxmKDbWA^r!A z29_K>31bktF-p+5T37zS6u~o@+ZF{%ZhaC0luSfYop+C7oyP;sTsYCiFZY*klYi)_ zR|E0BZT#mf>Isz^4^GlmO&oF=TJlgqIFo-KBT5;X7*xp0YkN1{iLO@65x=zWJdO#y zL?ifS#STegu=)hhUoj`#3qwa}da1Ynh1mX&nqEL`|GTDlgFS=?5ZnIne<8MLj1Rfx zha_|g5>xM!UEhA!)>dJVmlkXy_;6`K$1~OJpO`J|=sNzUj_R$i^}o4bd1hgrKXd*- zPyPJ9pl?C!y=K~=LEri3F8K1OQ|1kWCDdO)Fu!~{6F`K%J z6Oj<0OcSB?^m^5iyrUu`NYuG@ za2T~Or&7`o7aJS#5`B`iv862-HD2N;Wy}Q3ULaI5;tT-uxTquE&ocibAYR$bB_Xsm zYErDFU2*d#+Y)ReQ=`$4C}SnUI5v7nu|H=Z0+kcQV?kd9cEWzWh4pJp0B)w~mX>W) z*|Z#lplFX3Vpy>W2^C2<&}^dyjK6>sQn0;^6C$dw7d;lKhC>uSC^!o5Ihp(cmztwc z)uHuldR#$X;&yeV&ApoC9a8iRlCLfwAs1sT*sU2lqsP0nWYcKJVjJR9Sy))SG;ihR zjjdbU>yBXGMW5+%Rn)1yL({?z#4Ti{U?CdQSo;FmzPB?)sxd{%F+NjG5WvYDjgQV z=#zy-7EdL!&}^<=gGD^y?5wDqH}k?%ttyI*g?<4C0hJT=vQ$CK?FK@^-Z3jq**W2D!v zA(Lzte-d^Pp`(7SF^5BL4f+TEa-+;E*C$rjo7mEx0uxGbo7_9s-13A<&9#~XWE$9t z)?jj)j^@l9{6fF5Ytroxv>$KVT_Z_&i+-$+&#$GlDk72=KE?V;*5R(cI6FH7aP;Kh z%O8+a_O*$@MY2PPcAb@#8`AAMf{_!Vw!?9)&9p6E!cz;DVVp3!_F)KdhRx3Py!OX5 zE8YCyc#jemQ#g^#{~!OeAcIFICa5KAWMl*%Q=YzTf9fwpZjw1p%W=;_i%8-G2D4igZLMA$zGBp1+cmi^8 zFaU3XEFln^%eZz8!iw)eut=D}_apGnf6Tf21oVOsdNd0Hy~O<^6Sz1g!RuARs^$Z% z(9eS}h%{oTBLQ^wC&Wzz@jfziIw^$|yIm%CXT2cQAmhJTX@(91B3yAm#cs=fo5w}Iq!C}z87UIcD|)HQv0ih&_uzPe#&@kTe5R@}P+ z;PU1&pbyfXYT22^&E0Dcm=(k=IT9Na5p`davfab_atG)~4xgJ4sWBfsUYz5*`V5M2Nmjtn^XOIURU>p&k|I++2j)uVG-xv~DrWJ=>yqrjRgX`Q z_G~!{5}<#|Agk?)bO0T1ho&R#AQ(ETpEHHM2Z($qTS7eO?)hecK!`|}gXSpnX9j9} zQ#>38&f$8$qqWY5C)=>#iw*KKG35cygM9x}1-yE*a3~h$(Kp=z{V%42ezUUzjZr^v zJ4{?JQO6twxdDOF7XT?+@JumD$5S4FysY^5KSGp7o&z0CQE*@FdG_?_Q=nCP`ug$*5p`1glO^$_ z^mX-U92U+NUHxo*&Rk6PMX=V(Q1%fL*W@%zW@m1}$%V*>u$x0D+(9;*M5ITO?FBps z&{|e58@Nu@AjgM4QGamP3Bkcbfa{u_bRywFDr&H5;(}RR4tL-Z=~6O0WEKM#4M%m2 zI~%uC(@>UDGK+`27}sBX_ZGug((S4Bo>tG21?QmnEb>4-W$JOX{${6ODXNR4b z3~~biM3kwciJb!=rzo=f#HCr+k7d=$S3v)C#jaEGA;eGe1ZSK&C$v33M6G3jDI-L6^-}b8p!yU+>E*%G{h$p9^|4 z*9fcs@%+7UPf%<4=*8e+&@&8Tqiz6gz(Ir`H>g4eVN(@dd4+|3mJgjsIy1StHbsTA z%t|V=$lL@4`8Z{MhhWkNbLT~$19+U#75G_On0004%%dGhW(kM(zKHaLKOZ3cj*0N`2YF=yV*LhCo-5KU6{%8S zBNA`)8DANqK$L8Qu2^4%&Z%%Jt%%EBMdX*fL-@}a+p~& zq#um({ZOhI^%-IrN{RezjiJ7+fRD6j?FU?nEh#ghCNr;fzhU#HmtN#*LF%SW4^@s{ z`8Rn=0}ej!28|!LJ1qT73K`egA^WMajtn` z?T6~p2B=xaWsxbLA`t{+*EpsgqqAMnMg7N|L(?tE7|-|VE%xw1%@=P6UHW3RL0nC7 z%~7!hAn`%Bs3rXC>oG3X?!2@Rgk}@;UCTb}kKdFDQnqHmvLo#P-|3zPaLmRmuSL8Nu zKLUUnwYD5?1$}KVOxKSalaM~VB*u^a{Vl`O5P*49byS-8^XpqqY|T;9g!RRTjtnjw5txXx{E&KUoFizatUu>UIo+vkmwfTl<=GUmeA=`HZ;?vwUH>)mf4 z53?fDIYs{baDo(K)P+=npo|8nyOh>trPEH0NmoB4L^=yC*+kX;u{>lCllnu_wJ_0J zRmb-GHz7Jj*NI&;*)X?~TG+YtP9nUwi0uKyu8=AlqwUsRgtLiCyxKC2vx9uUM1$__ zf~V#*c!ij1f+(&P71gVpT9S55g5LDjWfI6LDXQ+$HdOLjeE9a^WeJR78Xg~Y0#3#i zb-o}n$;jG$5A#KKtIPLVTec?V(w~|yM$wn1ScO8w)raW~gf+*Pzx~tCUKklHm92=U zBUq%9+g&3sQ*);RYrk}UU39fh3fC`QvKOBSlv-NEoijudeuRLj?S@kJ;4eKB0WCOM zI+GGu`lSxPpb(vBjSLvU9=&1(&*B|PbI8t?7JeIyj!UkTyJNyxf!XZ;-r1ivWWp98 zo*G?rpQ4EUFvH)#;e8v)XaaW)48gq*2Q21lj#obr6uaz1L*SL|$LuS}KHYlZ)#m{+ zS&*teItTUjvQOnM+$J~54J>F(Go36M6f3iyodLqRlx|GlgS}Y_CytyFNZMnf1I+j! zR7Cl$OazXD=AMCE`2~ziJmTnlNM1vu{MHMP`sub`x9cuqLNREi>ncDItECD1p5`#m zLqJ^2h17Zt@h04-TM@P0bH}G;w@QvsOz>_Y8U^*0QlAS$UkYAsaU$MKBhPnJ85UNI?@iB51shp6Y z*%dhkg@pIg)Awnbi%khl+Yu~&MKyRoO~of`US9z0i&-E8&((P>B|md)$yMp%1K}_1 z3n`nP4CgVKk5NCG2=SiiK`>u^Nr>oFAVgvSe5@P)wgVoyJ&K8l{g-b?J+Cgo>r{Er z>KuUq(7z{B&UTg_Kb}{)NNw)EDm1xI+QH4>S@$N|WT%>bd7G?yYo`moY8|VoM`+W9 z@9ItbPd1slfY)h!*~(7t;w0z!u0Vp$nEY%vKMb_$2R_QCP}qW}=dcG>pU+;!aVGG~ z7hJ$aZeFZLRe!yB5WdRS>k=~H)ZbaKEK*_yLAtwtWcOaU#%V|ty}y!)LW*ax|IK`6 z`RDe87LN-51}u|M50c&m{F#LUQbsSJ7^cBksiZ|yBLS(nO5>9#aSN&x={Bj5-}_y? z-#|K4-+`{)B9fud7R|VvE>FZ&yOp0gJ@@nn60d1vg_&y$r*51#axDeM`C&8F_J@Eu z)pB{d7Um(1%MI7(^7GV*4P(`PS1L=yr7TaNu72}$_A3xYYkHcOQ?6ZJ;RVy9o|oH_ z&BGw$|DK!o@bg(^vHADLhefZpB!yy2xqY>aK!i0jC^8Yq zr@gE?nDsn9-tfYbpU2sMU&AY>;+4XTfI1><@r4OsYU;eeOtoMQe8ARNhoSsg`n1Se z-K%|Q5+feetuW%Br0~{oa_R98Mzmu7EXJ2HCwLvD7cXAC=;7<|g?)1u9&r>@RIm7h-JN#enWPULa^%?K zY1GpAIyIQGwk7=}msN*Kt;1tW9I)MSZdYg-@9Zl{3JXtvm5|R%1sN_aDQTh1Wj1Zl zF`~o{CnjWhXIQPI(gr?Nd0oG{p_691fV`FE&Z;?8wF2MbTS%25>Qm=$d8nGgmG~*4 zDr>>(%*B+>ktAhgB|*MJ?husO>X{P9zbjoG^yU4)!VP{LzSM;nlC>K@WQbX^fEb zIEMZCQy@$S?|0s`!vC*CT!w)p$t?S(CcU_Mp?l%Qry9b68NFrb8-};;*q0)V${Jj) zV>cyU6{ypFcyje)#w(DqD6|^q(P2ZUCvrr%W!SaC$8>d&{2@|#H1EJkRYSiFp3Gzn zV>lA|y&;o`n3Lg_ijvaP+pK`6!}>8 zJKi?PET3CUb*O0gfn=yDq&~y)j3ogiU6T(x(pO9C({PS9Ms^Ofg>1}7N*g8N&pu$c zA9~d|m7o1uOyZcyLmTpv-?3rX8l~FYO$h;yf$(0EK@pG(RaGTBC=m=T{%w3oPXJXA3l3xrKZ{P{T8%_g(Z zK}9gWkFRN6S&8Wjs&%d(FnrYUH$rL@ebmDznJMJGoN(?OwngiWv?@)$lnq!Zb!jNw z`)qs}EiabTMSNfseO??{mSjLfUCwTP!WU<3hJNuDL|uIchi_f?DuREENyQSO-=3W@ zl>V40NYg&((fxP6U;^y_Dhx-_Y)1_L`P%nD1#VhVsR1lHjySW4cAcxjz$I4kToZ zySStfHZRMVzZ){#qfG{{^y}}Ov8MFk^0_e|07%OQn~$PPd2oMWQs`D^uQ9o(2bqgg z05|J_j>MmZd}hTmh^%Z9vz%J)J0L3~!G=}65Z`BU&KT{ztSt4|Oc!_fSCc(m6fbhL zF0Y+$Q#FJ_f0W^QhYH77VP2g=B{2i;oiL_9p!OQbTt3XUIs{Q0!pJ_@E^`2S$D>P+ zx;^+c{!!d6)$pki6oP<8MUmX>FByhHml}Beb-StP=$Tp;zOJtNpYC&WI-;euj~OGl z_@z_Ws=>R>*A5yji{59H{y+W)AiOi0x1Fu4S{0(^7bZG7q$=O@&i5dI@C)9|K_?n~ z^hoSHL{bKwPN1};wbDO<@X^UfCOa^tiWs}CS(Xpsio~Cep#R0ecN&LaJW`LN4trOY zeFxE3nW_miH1uqR%1D=airx`B3pHTSB|b{aEM4(ND3 zKjJ+-B4%k4LY6%w^TLB zeAJywzw8q@Fel~jOR+f7sJ}w5bg7Z~ZHH9eci_3gFK#@iUCFPfZS3`6JteQWRMHbkM&wRb1Yu4ma=93)v zD$6-&P;`eeW7O>dzdLvv=fGjs5MK*hO}jymBm(RfLxA0_y=js$3QAok z5lea@4i0;2JzHZUumFSZbd2U2?zQ^lWmXi?JV#U=h<&tr0|NN~-%jX}2B_)Fai7E(c6T!{#~M2a^Z_ny_@! zfKK*uJ^IP}jKFD`LtZF<))g9wAU;eMbao4+W zpw6TK%>Ka$)F7$PS{?#E@7->t20yxx1@4|vxy4gJyONjzix)_NXH=NPi{bwYn7^)z zkg!4QmN(>Glu#&ug;Y`TOAPZh!1`~;gPIj4#u9*7&cH4g0Jl9%PWAwmRBp1`UVa3qcWlZuNeTG_t*Iba-sfw1lYRlNJ{TP?zdUZ`Y1B4>Mj z_YM{jfXEB{v6~+4Kn#+MC#nJxQ3&B0;5z`Hhu+~<4XRMV$F>c;@d2tHaG^9jro?x^ za=X>)3gma>xw5yK{P}^hoMI5;Qsmc*wZh(H7-_VE+kN~9i%l4911#V_2d2qh5PU=G z3PM&;Fn@X<4AtcxMTsuxh8RDF6{7ns$3{mhu)TW;`2cl2(8xda@(2nFM!t9=y4VcV z!&@6Im#wvw30W3SxL}724BP|8ivQe?g^~6Rt)tI0mS7XB6LdqOIj{8u=!22Z3(UadZHfh*$SN_W?+tqg5bL3Lc!nF1cb)|Ebn9KYwDSz6Sh$GoXV3n^GVt zxf-=&`_Nh73r9y4~K#( zI~#n^p=1LzMSvII3xKJsJ*h1`S+5TOj;>M8LJ1rUqQ|gj1H@xk;(uQQ0++BW3=T+| zw?1bH%XC9I3eg0W6@W1g0lx9ixdD+XP_8!sJ;y=_R8(T%Q39)t2Bl&_Fj=(M;d{@c zMNW`2pW!oy1z~V-5K@3=fLgXvW6RKN4`f*RK=pk5YX*Q1n)|~rbL=rthZ5=ll=r=; zso!;deSK)60~GRJ$S>`JJ;7ES2XdT1Xqq=t?HH~7GVI7I6Qj7x1!hwFOT`ZoXpPgw zi4L|Q6IR^=ACER@oJe^H;6)pR!hY5KINU#1L^t|J~ zNN7ueD1iz+EJbk-9y|iF?zRK?>_LCb0!P?N0sNaTP&lKGPe5??mmxovqKglsz%t-^`60|jVl%=!0H-ArMP*Ka zS;`0_0o>pVyWE#9snDO-1M=O*&(fJjNep>^1X)it*^+4#C7*@yGc9jGkEq|vtd}bh zvM9fWI8n$B+ft{jzUUB;IKMf#r~R1%%ta7n**B$y#WmULzoMAWUGpnHky zYgWXd`PX&SZw4H<>F8CFaI+miwwwWIENNt1@jIl)x4=Lc(PW(cMf_TsAaziMqUzB48Y_o2r!S z6$Mr;gOrbY4wU{QpKSS0gTaRKtJl&Rxl&L&X0)JS0d^T|k6JrSL(pWQ9`1W@>Nn_a z^fTKzKbaCpbinDp>&4j!izpbCwZpum`1)s|P+jO}oFsA>g}Hl|k_&rJ0DHO2%Uc7> z{a|F)FvK+nFfX&pGE!0~$jRqCB9#giqah-nlUI1g3e8!5%n2|sSA;{)TL>l1c(9fR zOV`O`*fmS1?n?l+L~%(Iu?Y(Zk3|D#7ox5)Q z3yaCk0TXx!G#Kgp)^v9^*Rbf-aMbimXtezLP$>tNKz)P19{-v1bWZP}Vs3u7!#y52 zFnX}*JF;*b;@!)g5@xz#w^s$2Sfn0qCfUin1UJ^s%INYg@JC@&gW$vie}PblmL7oY zhc(t3J08~rL&HNLqz8D?4q)N3eviKvm|4jMOuClrW36)#A@pSMeFms~INuom32?Uk z!*&4EpIzX%eA(F}8DcL-Vpw@(DaW9QJd!m4hBHaJ7N&tt>_3tbK?3;9wQ!lRSz^`{ zA!_QC1S^$`l#~nhcM|3y5CO2F?dQN1&-8~#AJ%6KNO9P*z{LpDijA;NC{j{WVUJ{n z2XH{|^Bu~J5q=se_W^GF%R_h0j?N(NM;Ap?{3-Lcg;P`WtB+L6JXFgr9 zZ6zT>dN}&}`5^7w|NQ7_?@B@>A})*&MEv=@GxD?ZL&DE$Mq&uDKkra85)wqff7o}c8HtFCBC!9%Z*p=1s-7Nx z@McvZgyf%pR}}_6``02=OaVj>dQ zxBYcmf4?9CFNpj(-rp~X!3%#K^zRqM;RW&k{0>QY;jfeV`yEp7!av`r@8juUg!Ho% z&{tL!Fh&OY{q@a?fBmKO*Iyde2)HyIq@#Z2q?iN!|n5h ztNZKB)O5mI7ua{u|!VUPXKqf>Q3`5}D-R8jC~l#vdejz|G*q=&QL4TO+{usHT} z|2+D@ybsshJwJ<+9ecbwxx-v)pVIp!7nc%$zGU5$SN@qJPfP(VgPO)Yj(|nZiwECt z-rT;+@XoZT#oDZZh|l2pt-xKGo5tU5P45fD78?@ZCw+Z=>OQ4#x*_+eWtEMRC#nhN zL+c?SmpG<$zfZ+ene9&9r!afhJIqzNKC$-BY-&JY>V9Bkb;2~k)`9=`z0GnqmcvjX zNurEB6J$e!;#d}4UQx?4P1;n~C-d7W_li^sqXvxl?n!X92M23~S=GB~qCE|tuLcYh zeVLat74N(o-yZi#g{D5@hWgcapT5kdN`}s?KbNv@nXvRAkPgw$=o<3(W*G>MbTQZU zytgZmTy#7QY6p@0X zbtk06%9M8LJGu3udsRTJCVO*$Q}^-`FUFcAs>-jTMXkqoT^kXclbhGy?`7_0>>7Rg zvY(T88vS$L?i=lsy;ELjEArs0q?gTDxjA}0FK^vF?J!J$XA!O|cC558Rv=d>UwB4W zWV;lFLF7g;*53GX_Rx)sKvi@7kk1^)QnrJ(8DDLn$U84davtvku1Z9#5~fYqRQR60 ziit7qy0(1u3=T7LhXQPt6yQ%j$=tJ%@ z9~>Wi-`8rUQ?$~V%_Ke4u*p{1wYd>iACUu|%@=uVYtKu*AMB5m>nRtQ?~lq<{ch*M zZO}0KYWQB0%Y-`Zx{=#WJmjgv@;IYw?R47D-gh$w9Eq$Q$EE$~*10Q#(}in3xXree z5--Lo9M=9Ofu<+;Gom#3QfUYK{GC3dpUE1n+~o#W(ql$H6P0=8ewCH6xaFdZ2y11u zp_+)4%t??QDO0iT9jm;TOVFZClJnlKV}7NKF@;#iyPViPrzqg8#5(orLX;Y-YI4h> zolwb^3hjIKlxAm268amv37ubl?UPU{jlH?pVnmqo@h#%rwPVlbvw^cw&2PO`Nlvp8 zZk7o(SD+$he-U*!R!+%p(z;nj3pqWz*dcWbGsIPqX&x2BY*<3}vF?71E>8%q(5LGQ zO9VeS&um|L-4uDempJ?~V#923Yc|DxM$uMS#(CCK`exoZ#<0I;v0*x6Wc=MT3O&K` zV1Xs;svB&fIbF}KJC&~8$h@I{S&2S>fk$uild>|tYlLw=IY+cRdCiv8q%&#f(-ljT zwE+5no%sva?o4*4dt82sq_5~Go-noDqd5Ed;NsW)EEp(En(Sk$gvN-Cs>WWGkut7E zGeYsV8LM0ow^FiGL^b+fv?6}Rh=*xU>(LTkVHO;6WK91kG~7mxvqpuJtl?>E`!dq( z_S+bX&L|e%XSWnPeTCjCyi!$P;M%|4^`3cYpD*8C-Bn zUt3IFmY2N@b-bU6y|x^!AqhLPQA<8iurs!1nvVW*2ZA0_q&U)R^FT8bDA_uQV<@Cgzw+e~jiT2N2D{X5_U0J7OFk{!A2rWGzW*ZFz-dI!Fi^kzHB5)^YdzjwyX#-^pAGuHwh|>y_j(v5 z)0QYQAg9+~OhV=R2Hk&_#_=$(L2~eMpy}?p!z%I9cTz|9M>oq2JIFikYTgLy_peHp zF4!f)6G5vI@mJm=O=uhz6}g$|(CO{UAFJ!|Y`r<5=bLz&ZGb_qhL!Gqd96o#x*DIZ z9KDRsCpT8_#;=BxIcj%tsM>Lc%}?nStLx2*aB*_`|7P*}CLw?FSPmzc7el*0feN=O zcM_ow*HaM2zsj7GF+=U@ZdoujZQr`?ycevMwH8p#)jLR8_&YWBX2`>#M6dG&jUA%D=Mj|tElk6?{0c1M^!rqq=1SCY`88S&H@^aurGL)#e|Jv* zoV}8UGWGg8zOf>=*rWs6S5^dkOz>Dt|&uT|0NA!2ip$fr!W%?!K^q zhMyhE#X-Tt8HGd$3MgQojvqo&Qt0m|<%i%Cl8_Qmvhz|$x;WqPLx@XC3Md3Po4Ghb z5G5idETCf-_}4E&!eSDCzSHclcYqWLA)k<#(4Q}W z*jG>-du#|3u~z|c8&Vj12mcP2|I?%X6Ak~D%l?mH>En<5b2I*2ImFNZHbgc4yCG`k z;-TQ->+-K5`|r0B;^4nya~B_9KcyRX@SKGOwC(=>Sx8t&;Lknq#h&t?0sU`J>d%M& z%PIdiPwIa?#s42assEBh{hhY_>tX%LGyb}D2vH$XfxkzKh=@2O3n)(?BQNYa@~;d) zK+(m|S0Cx4G5Zv3TQx1;p63r4e$|8b|_z@!2c%Zml72f!akY*2>RC^E_<53 zK0Nt;Ri1g}LTFL^8(O7%xWz7nF|+Mjh*<)>YBE9jYsmd4*Kn0t@2(M2l9lwZ#v%FK z3iUbhh)QeMkX-tj=hAWo?oNC^ym|el&5Yf^u&*bj$Mj=@g^fHZXCSc#z4x~k`KE8C z_WuoGSva%EyU`>YrdneJlAJ_Lb z_h&GHsKPsf)9B?{vSZUl-U2e-*GT}sWG{YbdmL_N&xJJwrf)N>A1pwh1-DhtwH%I= ziZm>zXi5Kl^f{UoGahcslmav!L0RQUQxF-Wgwc3DXdW5}A3y&=XHXswkv5S>o|`7vaL$qN+z>@EDN9TmHvw}tD;B6@ z_R~|~a6wm{QqbBO404Jjt7WIXU8qiCbwPl?7YBi_<_tehSk^ZuB(kyk8xX7gZ}QOh zJpr@^s`7^Xhfpntn$kxZ#`S`7&}2-@_(AOqNX12_lDi<;h%%4>8plT_Y`b>=o1k@= zwq^$x7+gRtGlAhDbh_iOVgtQdc z;#q@V$tIXd3CmXpb_+G(Zos73X%AQ-Kxz$mBWuw zIj#rvz8(%{e6AsBBuF6RfL zpC+5MDaN36azuL@`<2KwWWs(+{s=_&ynEL*^y7!m$AL%+UmqX3r!4kJ03U;CfS*Cr zLhU#!BfrOK>EThwgvCo7K9CUuknM)^pa7(UW&Om5YUtNxs0sSoG$2IwF4tk2zysyc zh~1vca@I(wkG)e(Rh6cm9v0^8-!5nS4K(!Kf*>P&E$6)VqQ;L=U~l9!4aHX zp0{Ia`D_S3xZh_jJ>+&Z)Yl*E=_kL`%+@$E=m!;R!M9TYlhL|g4)75HoD8w(%biT&BR{!lyfs^ z0+7oU11$5eM1j|G;`qzW0urBMo2!X9^vF{q@Sy59qP$&t>+`8CoGV5=;L$`=viA9z zp3!Jnpgtj5yh`bDy`Z&0mPFDxl+Qknj;>X!$$b5k<_?mGoC`K30S?;zDNDvpSC99U zjI{e>yUjz{pyhodf;P%R9~P8L$rx(VMG>)w3O}=BR?^+!`_L-xfaB0P2{Auvaa^oI zO?=J1Il zuY?{nWRI_9XGO10rn!UfTTTSibf5gloWRE^#%4j9D^`W**O3>i8>qc!!jbB*sn~~J#jdq_uG~i92-QI)wfhW}zDDA{C4np)kCutVnt8(Eie0T| zWBq$VCW}x>9FLf&T-C?>#FUvw-@iE7hqa(T=c>(v^u1Frau=UQ=-=EW%gAzNgCew4 zGbw;R4Rj1(z%zCc^J^hhFXwVj!kjVIzbZEyD*xb!zl(PdA`|IyP2JpO}!4(3b=4BhVWgFz)? z%()P3zu}RhT#n8@Y(SREgD0&NO<`3P(QV)asQ4Bg=d1&;B5i|Z5NU{}ub<9g_M5;0n(sbB19d6MF+NL}jrp$c4bziE}WI%%*=IY^&T_Hy((t%aLD>_*nWy=S>i`Z!FN4kdqqD~{V5iI?zrEMF|A`i#(m1m}JpM;9w88t14X0qGLKm)jOD^JC9 z*PjO(_*f(}J4W{2e2{z4@fC=@W$rOEn*`07jMNc9%S$FF!FY`z1Oq?=n zq4$_~@2o|#WJfAdb!OtV9%jfc{}6H4oI^)J?^`eA$rIMRM)DS^$?tqeD8GhX{l$bi zc`?`+*c^}d*)lrGu2$5PNnK|$vwd`xGxyhAW%h@Fei6X3`bVy{TQ=arY5~1TyjRa! zH#S+tu-+9*V)XU)g~f3ZH|qH8Ge0=*9M&TpYy2RocN5O%Wrez|Y&^{hCt(G&?A!x= zm*jP3EOQj*YE9l|0AJ>XrfxvY`wxu9i%OfDKM}={UKGY1h&$$56&sWg;lC_<`b};& zC;gLE)?}N$d?%-=%i#lGLZTVYTkGiPI5f&PWK~CjA#_0h8G`QT3U0-tNAVBPc5w=i zgxGm_c<9@5PMG)hu=ozobfw zitK@i3){rXonUXc7I?r4gCP-AgAxp{OKsP@8Ck?#-Q2cBh3F67Zeknry`<2?ebCtP zu_*cU{+3nV8`=Zn)=LMD8XECyci0!goFK@{U~_3-(IsRdWnGjuTk41x1PqR}3=L7o zTF21_HA@sHgk;vhRQK@U58Es~1?UMNp#SGTe#n2>k-83O$V>s6T+#5sEQXpRDv1D> zo1TSz=g&)||C2vHh}9W~J0jAR2sj~xl(j`gofuG+qIke9R3y0>G^`Lk0ieS*P6e{W z6#$b!mgxoY55Pc&3!osTMX%4iJOSiLZoI0h3M}9C_rXmUw?;l7K>UZA+4lo<0O0K) z9t6qPl?OJSakv>sr_W#mf@TEeP*an5>tTF6*i^d%QNZ2C-2CEasV<6-&B%(z6NUui?@b?vcn< z@ce^~P0P>(M6_6mOzvxJQ=KH!QA{5`UihaX4yOUI4=dNCp`t1+EzKUc0fq$(;C(Y} z15uxH0~03c-#|UgLdx!p8Ua;om>8ln_sz)ngHcgwm*n?>tS!q!&rw;i!NZNX0YF%u zxjjIeLV7CxP{5{JSVNoX3X zh(V)eDHNW9g`(VEEgr$J>llVtsJYor@|o)gO!bk&tui5yoQN5z^vjI{Nq+Vt7e9Z- z{goW4`o$$Dtw> zA5mC-)~Znvk_v%_@rj>aolEtx+s|EI+RShyp%s)jR31wM)I5rnBTu;+0C1M^43MQe zjre`^7;o`)9_p(|BRQj4ch*~c1ZXpenko%v-O(Xxo1PDrLc{WyiOqjg|_6JCuDC*0p3}%59B!Kcdl+e@`CgoTC_z5<+!3~}z+?|BVq1|0^AqXQ51lku$+n4>mr8BE0qgCt zp{e|BK3nsZ{RFN$&|GT|4_V#W;1h%-HHE%jwIV~(eM0onNFjyJD*4m#@na#Gk-%`s zugtdue%~UDu{1hEu2hcJkiI9%!)Wv%jY;N*5>liiJf#>ox9_zmx7HiO~sq*d%ui^;u0b98q|}eg>A&?7ZpjR2@=zRT|w&4Ujvr`|M@8RMp%Eo zid}lZWz)x;wsou!d@SA-BAl9%^7A*0#T!@i(6^TcS)?c@SxV8_+iT-S_pxaoij)3% zrxt!z5TrnUg(Qk;o55qMPbiSt+TV2iEkN(({I#a8E<*{{!H?&pcMa~*OX#Ar#Yxe< zwIEC*zO7n~!e;3z_AdvNKskOkD7QHavCutR{aYy0A9ftj`D0!@gIvVcyCVqrU@yvK z&URvj)U&0})A$(rMG~3o=alX@t4X4{RL2d|cQ%N94&#O!%LXN=yY?&|9tl{XW`j25Y!^9}Dw zifv>&oG&sF-_j9mco-YDH%GuV6hzpie_rJ)?Hhe+{IY#qu%%&KzaNc=b8(N>z>Dt> zgHph0fv?3V-RJo(zn6Z*`r6q;OyR@1cWu+K32F`RLLAr46@4|xP31qt#+r_YkVWz_ z$d8|r=GOk|Xhtt<`q3T47G@g8FT2#nXCF(E7QXMwNF_GaUxkuFip{laoLocPx!p{2 zDM#l z*fGy;(u_tMhAs?F9j1*s`A$7&kIfUebaAOfB@?OC82J*;h9QsMSt0(H?)SXj7(W)4HMGGvYWqx_Tc7!PR#N+jtM%|YSM zfI&@`XP+_$$iXve;3?6AD2{UXer-!QW6bpE6tD$C?(+XMqn0|A~Do;%r`sAXJ?l%j0ss1p7|oE zBDdm!mF0GFe`BzC=QtcuZnK(EYOs;>QPGX+ZFqC%IdSP}{%`la;~g#Rgti@*-*~>* z$#A>UeSHih%ZPj^9^JHIh*Ym5`>FM?PF=9S#p`0-cfmRqNwbhNz8(=BN;+-djkctt z%Y`?@Wez!W4Gj$HVSb#YoZZ(XA6t}Vu0YA*nu$M>wWu%5pm=kIgZD8Cy^i~(M>BJd zOgNw$NLG4=P!0OtxL0wwAL_+_V7Vmz1IW0!%Y%0HS8I=J+O>(>C~-0_2^6$Q*TNd5 z8H08?)sZmUF`K*%^ArDh+56id9sR%ua$^4!#)r-Kvn`AYF`S@Lt zGc}oLypXc9%G0WM%x*|OhYi~>5z9T>gB3&P@M%jIndu8&!65UUIyfVJWS7xrUkTVJ zMwZBeA3iXrI)h~+8ZG3}uY@e$D)wp<_n3^6)3>nT=80kXa;b(%Hdy_U3?%)lc%gD3 zl-fn0I>JFXkV~8Zl&$kM}yubyI;c#iMSVn$|-kzjlp} zkxg-**0`wSN8sr<7pdP#2v{Cgp(vgpS4RG1>8T@4+9bWW-1k)lf=;og&u?&Lbp&kl zhej(nSu%%o(g<^=++9o^o&gHo1J_ul^nQZd$Szx~ zP8n4aWo9Ujzh}#xySiJWFGTXKNa^4@U)l}iIW?Ok(ai5k$(fVZ1dm4!*-d6m%pX~%NeC!T3p}~YVY$xyO(gN+Jvz4umDdp5IO~u| zdmEdXwb`gW_kmQJ9qGea_%JB5hhJk z(r6?Q88l@7=YM2thAij*oE7~qZ}GXF{P5vJFbYji|C;IydrCI>@weN@-++Vm;}%c{ zv2NS%&0+sefs%J=eBI88HxSRE_4DN9BqS%;s=1uh`-fLzQ4svYX#CX+a)QLp&Q7p) zgd`@M3Z|UG@zRR*byEWaa=I0e{T`2lfFKqHCEguR-;=wzFCRm}bJF+~bsS9K704(H zJ%B{{;FpzX58U^JyLX`i^ib`@Jx3RZZQ>WZwvhY z`z>*li$KLbrvedriCI3@Ea75)*n!LMd`WNn3MQE=kBtW17kFib=D?ff5?J&(Zi0SX zNxe2dJV!nXYd-YHEyvZ>wdNd?lurpHa!yT9GIxQQeEeZ=qwRarg^v%aehkimSI7+S zxmxhr59XmC-2?ad2J{iu)FYj$D^#NpY5=~*cq->`u}XId9w3H3w#z5-*#K63jq?O7 zZxC6z#J~z46{5h#{`-FC+$I!X`V93oh%esu_ko%bpHDPsD1yIsgwQC>+)}>=M#-Xx zi5amo9Ll|d5Qet4rLRK_yWPqwT`NUO_9f2BHn80jQ0xu>7PX6wuc1 zFJt7QG*B$uLWLtR6QTNx5hlk*x2duk69$3;VHY+ zW$mn_Pq~V|mG^sZ7y7_t0A$9Rf?o7k2ZSgEdL4%1ealOH*pM_|9{E%8%1`JY`%vw5 zWt4EwqbgKUY*}LAY(2(cUt$gubIj`>{?)VWOQB^-bQnJutD7b~ai!#Cn+QJFW+!Lo z+;P#VM$3fYVr0>ZHQ9w0j+`m&_x=6pelEjMsebnerkKdnN+I5eS-s6eVZMr61t^O= zs>tZ;h~>+=d7IL^FfB9jpUwMVm$BhOcDb)bCM>x}7^s>F+?JraR%9A+Gd0aPKkdj#pWkTp zvY`RGDjv;2!9L?E(q`mpIuPS~sJgeZ#oaA9=Pz^=3O?;<*mS*kBihfQ{&d7{9n1)$ zx}e!tr&p7-S+gE*9fEgJN`J!bPPt^iNySJc-b(>OCy_`;9!n@ZmJZdNN}I-l3oi!T zp?hMreh4UqNdlT+pNwK9Z;Cp3=J%xGMQg&nh;Uilv1m>f?HjOoC$2hBWZuCn;+4^Q zlOWEGv7CKyCQB)$2-5_M^!{myL20eY6UZ+TW-`5yMnB&Wr=4XzkCiputzlGef+XEy zT;Ev=ceS)`+SqHlo$e0s#YIQ34ML~%GI)zutS7<;D$u-faY4kz$Pio}dR}R%BTyQU zWKgY#at$-5l%vp!r+MB5smma@86Nv$m3dC}+NRsMLEDgz{E{{xQQ0fmGM-NF>{M)# zTqIl_1QP+)*gBgRE4Rt-DQ|IfCwZBOUl7Gh?|%dgaxD@2VbPJ&XIZlP1RP;n!~`qO z`Gz(&{1*imQcF<&$#Sz+dYPrH4<$ah_;0wtY$;>N5plk6GuT36`(vRurN7~Ek`8{^ zWFXW;z(X>yQA1T#mDAq7CI6a<36$4(D@oTf!e7I!Pj%#>ui?l(%!_3wWS+E)ij4nu z467Z6aqgL!_;McvqzNykr{hSNeY#~=Sm{L;^douLE^ufQsxY`Ne>QH~nV(Pc>hHG>CrDFaCmNfBzh*P;xq#?~7rR@j<@_S3ZH5$NEL~TonqO8U0Pf`LG5j zt>9L-VPyL1(8tF!t>47iF0HYeC}Emc))OaC12ht&>c8s8 z*;VfhIdT||Q*^@6FS%5DwVKEEqD%(*2uS-s%AZf;SmL}CideXTPA6$9+Te_AbaAH| zl+0b$IS1HZk`kSB_1!Gd#b3JWNjn1r;0~mc=JmCDXX!lAz7d13+pXsaOWqPvCF#6p zZ1nms=219SwgzVIj*rkd)0wHaE;uWBdNZYbSf>p@E)_l9m^5M!_$HmpPL%kxQlJtw z*=%q=sGkE1%MqKAYzJ(9-bt6|wv>150WVr~U6?sZV!-McpU8t!)RQ8A2l~FtQYGYv zCEU4n6h%0kLl=dI8x1&P{M8-ksy<`;FK_U_A@d5Qc^^E~OC?3lF~UKBt~HKy8Av36 zhB;?H#Lhx-DL*;6K5)z4SxnTCoxU{$Llk&j7lxkw$`u;-)s^T8FS7g^2{entlR>i@UAzM1XK56z_o{H1C)t7a0Mr~jE)XJpuAr1)nVf`4|gO%%A zP+mP^>QfU4#oYQh^u|XGgP~Qsf#qWqMcb2mzgrLZ$suzBb-%hHwh|cMQuO`&-YnfW zA#-RZv(V5vMOUQE<-a2k-I8%ZFd!F1^Qmby}MJ{=EmsxCTw2is%Spg%hOnf&KvHzrE;w=^{tQ zHSPBn4Z~8>)}f}riUX9|@_^%@h>Vr%A#Tipt7V zG3Z~UtBZC)bJl!@qK~sl#Ix3lNaro_o(o*=H5H$-aC$A}UpvyGF0Td?cztsnH0aa($^hw&`ElJK^EDf04@ zZGv4&nmgDw7*hA;yGo4S7~NH!n_maj-_)54&uVmI?qxo~s?$S%K$uxav%SA*(BM|= zAG1#2i*spyUQl7jS~tkE0ZI-tIwN0CY0DnCX8`abaZSH(Hywo(nW4wVHQ=Coy5r+6 ze?MOEjfWv5wy;j5u(lm5l0PtMaxKoRvuZIkBinv$sbI=u`}y*+4Q1`s{N$)nL7v_L z%YvQ9ckj`(a7{M9$NQ>WhhWDQqf+#ktCS{1j(kc+IgD(xbLCpt+d!lwk#n&{S>j!DP8hE?a& zK0ZF|c+_p}#7qex=q{A}D#`WG2YozVnex~at1%_hp7Ka8{zS_rB^HxGwjH{j^p;{D z3d&zA!0U_$3@{zaE^CZycMVe+jTbZ|x&2&~Er8&RZa^h=`=tfv5XO`yNCEA?I_5-9 zTPPh!MO%8{)DTXeE##n@6lX58dnrH{{qlXrqelXFOE6$p#{VeI00gJpvD&>6h!7as zV?|z|HS$X>EIMv((c=wzh5xk7+SmuSrZLfyR7&HCZ>}kC)y5q+iqWzQuU>wJJrb~p z$ZJ=2@d=FqgbJbl<}9cqXagxg^7?eh!Y?KxOG|8Y3kjpt49+hCU+OaB9=2}5z4;#5 zSzxko2?(gY_H*O>zr%!KfCz*X*u~}F zs{;499T@B&G=(n6akt4KB2{VvA^LUjj=XGXVqyY-D^#0-Tr*<3j6@>G$Hx_Xg3}uT zLIJ_!L%Gn2%b!8D2rdqQ^jKP1fj@BLCkzEN1KWB&ctbA8%MY?O@Fs_3E3v#LJP%}2 zFr07v1b!2(u7H5RbwEh4o~cYc39r^cNtP$+&3ZovACDyNpulvAsj;z9LAPa^Y{2L~ znD?;$+L*d4M5}a(8OTXsexld`4YY#5XC-ohcrPx}7nl!F5}D+k2Ni5<mZy3wtQG zK9Knlmn|YI`vUN=R$EYLLPPrOb!?BUXC4pr7@>KutYfY)QnMjF_WVoGOF5bA0a8?D zQeA`6e~w)?`S!u6=)>r!vL$N;RDAtBlE`E71tL8oM{5ME#|TMG$8 zR(V9;UFs!pM+lOxk_BBk4?TYShXKHRa5*;EC;Ly%`04|e)HknR4cp#<-lbP7k8}ZF zD9i?!&f)8K*i9QAECVe;pnZ?Ee>R%NW^gDoKmt;f?@-UqApoH0o_LsjI!UTPYX#T2 z18k2eC#*6o=Y_@XVh`}n9Yg60%5Go7J@V~Mxm4#LPNoraBb_AC>6i9XUO$We7`x#H z7b8Z5(^qVj*Cf6Ze3KXa%#e}URUaj)V`CEfbAG5<>RG(vtyl1l)NgPZdDGaGH6co0 z#x3hewFN@DOTX{i>gI|Rk6*qLu(ovDBNFoqrk~~jJV>`9Fz}$Ug6Pk4DnZ;*S0{W~|BGQr3W*^pSBe7sim;3-qNa*k+sd zC3Zd7niR!Rq6VIr052~HWapsQKq*xKH$785aUFE$ym+6!jHUS#0F9ZyD>RHHJ|VJ< zw!fRiHe)TK2*Yh*Z1XB;8s zL)|c>J@dpavZQ((Ur&&7E3O{}vonQ6&LwHS0Z%&*6H^^Oz#toJe4$XBl}7*dtOPBt zyJ|&tcAZ5+@`gXZa+g1%>us7J=Tl>whKUvSi2>>8OGMg4&Ab+UetMhDrF0}Y?z#=> zf?FCGz+M-G%uO4z$n=M1Y0A;j4u;~i?|q1vo-J=*iUKKr&+C6MryRuX1m@b?+~=ry zlX&93h ziC^8jS**5Jl`0RzK?Du7?Mj)Y{RmxOf(Hy-Lli7fy@ZW8`cLFbVzBO~(l-ISOCiv) zEBi98K%{SJ#m-RQb?GyZAp22dq8fT@IvvAJtqH7)vL519=Q?FBXeeL*puE-bkaZl^ zDgAC1lCV&2OUYoQ5i^+u%M@?@Qp4(~HaS5(h1~;d-pexC< zva^>hE_hcK8Hy8&wv>rf@t$K%LWqnF^ncM)7MlL~{30$4D zO%-MpQyaw8fD*;&CFqX(u?5I`f_Tgv3{KJ?cNDlv!9sa)V&3d}=+_TH^DF`a?^j#; zz(?vl-tKJ!yX@lHa1c5BLZel-~QduqM0sjpYv_HN83skytG2fMlNtNlr8? z52LA|!iyF#q;LfOAM6HMKiIJ*!SOHHDEZ8q=9x~tDP$mOUZWRZd|Xt-`UnN)G767A z5?1MID-^)V8;E~m>9rKw{01`gRwBflX^FZ{AC>QG0H_MsQ_8{mz~;(VdwsyBYL>Er zeRNeleo;rttY0u!DLXQ=B9JRLX2bvN8(zxYYc@7aO5SpDiFPWlaL*pz288PPo5i6o zDI9i&22Nq~@Ky zF1AU)U2^NPU#L~61~c+$gdmO|aZ}!X??;v5_*lS|UKi_fm=`;0kbad#+5VBF!j-oO z4;u`Jo$BeuL|ig%ZtiWDRywmS#ERqkd-Cq+hN8P1Rjt@=@laT&x=DHU4Pa!7O03RFe<*M$|1)NT)#p9bPBZp^tl>99nFiHyLU7FeElDI(C+ z{e1<%-o4SmR{&=&2`604e!$!~o+nUJvBli&q;&X>VG06h#Me&cJRygeX_rXL2r8IV zS?IaSG8F%qn2GjR zo<~Uz1&NJEae0eV@;UE(pPA{4)J%9;HYfQA%?s#8vGk(2nF5VlQNo;PT=(1Ik&%b7 z-E6<&pY~q(_*o*kUj|JHd=}TrmK~?JfbXhE+y3mnMUPMCti)y++rXhPkD^Pn1Re9{ zuz!bapkprF+5*%P->&V4SN33iY{(iT{-#WXvdpbmpLjKCgWf=m$`=V?%O&!W1GvnH z(GIO~Tj5%7L}4IFS+A4sg}{iy1G2ndA0P}gA2+SD;)-<~xvOVRZG*{p_>gazHgb%M z)B3!5$G#-FcL2X?>}vGHWlE0EZ>-)^5$MqAi)S?YVh9^*=JMafIo zF_gjIH&~Vysl=Km6ErLxMV}mSu9=2Y8+mv3F-kD}L#WmpEuOk1rU`JIS%qEIX1sgn zl_YxD?sfJ&nK*0IljMk(=@*sqNPO!l9iu~rq>uq*63V*|rAcfbjsbf-B9s1?X%iF) zv<{%MRckcr^wWazJ_!lp+H~sJ;M*&k$-E;@tKc)((L+;uGV*Z8{c18t%@rqUqXYhQ z$k-$l&{$v0svKB~sHmt6Ga7GSD^6n-aOIWC%=*wo%w$Xsh_}__vx2cT9r-1axf^ev z%;&XEmsg+CHAeAC7%|U7p>FFNR!hFa{7@~webu8iFzMmvBrB0P14BdB58*;%vs4fm zu8O@T9G=O0$Fs5-{Nl@66o&ejiTD)ReXcW1lT4oWhhqsmfPrNw+WpG&RbrH#5+No< zLKzbxOqfS#>5IZPohjd43iLXIynxG9JQ?t1>FcbBElyjg@a=*VfjQKdA8u z2|)H)o4s>}rm*dqOW{oyPNkXDADuiH%3QR0+i2g+q6e;+BJR&FF4|g!2ytpT47E7w z`{2|}WjIUbz5doZ&sid;5=Kp)c&C#)D&@H$gTXe;T0>cpjv}7iO%F=<970#SLTWN@ zR^BqGxyDmwp>Z?JUhCCpnOocNr9MNPFm~)BpSXTuHy*tl0HuFqS4qsYM?l!ASl#r~ zjOY%`Ew0=O9pV{h2pm7DF^4)*-_erFU4lnECb6WL+>f%6ec7S-m8cGb&x3V%T>SV; z@YGOB{W{V4PDn%gGYJ)wZ-V)c%#FpN%)%PGa{{NzlJ~C}_*xBe&Mg&?Bxd|k?)_iE1KWvL3ql%jYv#%OFZ`z_K7R6QE>3m2|0fE?L<`ZX^ z3+g&L{lKl5d%DL%6~n@g%~S;QQ+N5xePGW7yeaDC%~_*K*yCX`*?&G`ZfqRodz4P( zdP?Y}vqZEr?oV3bbEyao72EbVuMKcHB0k9}X(HL8N|=nr71dW1{^x(}NKgE~AtL@; zq6rMd2tan6oSdM0;|aJ+kfgi>RweLju&}?DmK%_Rpko7&wtOI$bNu)dt{1`^Yz{Y& zxAk}h99)uW8ydC&Lz5f#fI8W=YgvyTT{kiLV7m;g1L!h^O%P3tjngtSZ-PqY5eizo zrJ>T()9a}ypYyT|93~_H%y#1bUHf)*RqNHTlT)Gbp4*8WbPmKq6p2xyWS#5-qDkR+ zjf7nIar);PPA7MSr)$J;Q}YgLl2ei?lu=t?2Jh4>-c7?vr@j%5)08N`u>Ae7ji<)B z?Y-Bo?C#`2;Kspo#EZkV&|lNv>V8hStk*t$^^&;5HOhnYH*vZ$zE7QHU&M%mzdmOFlfwgeYF`%@!6I(9 z_Sy9O+YSEn(~$aeR~cP5Ildw*Yuzv9@P@d(ggR)YvK);1^#+=tTT=VBIxW`J`szf} z>3R8!MJA{Ao>iT$_OCqC0a!s%JHl0*u=%C`{_x|9S&Ir2S2nhUT#a$)Toz+>=k(s^ zV(6Nv#dy&q7g7Wsse?|M3byKn7tnKdhDCO3PKKG+ zkAw-zI^E^fqbZf$e-CsXCcNOCEWf_S$w<18M-9C}oj)3=`0s;r}SPh)ujPI37Qc$j@aiHV7& zwL@|C<;suJ>joVk6p}~%npyz^>MmY`($wYw+k0SQJA99R10GyaR~+Juzm08DC9O5L zxyQs1J?%>^ zq@z6~@_I*A*kP)IMRV5tTrTJX)7y9lDkk#=0nnhjaFaOq`w1W8^XvV_v_6qTwwW*v zENpCanIAA-DRXk5Q9N#Y5l71nB1@w`PRSTuQj^~)OE>iJC+Es|I*jdGue$_?DlnA_*Zin7V5BQ~O?-DhD<-oI%G`U%jc@AGHPrNupw*row6zC^_W-_;3u@b|44cy~-3K_=_yhZ8 z;E3EplN{1>X=rTJZMLY;4F7B{wMX4OWAll-ht9iU_I6wi!@09&`sncR^RYSLsDJXf z^U1D}W@+Vsw`81bQo|nug#ZN~?Xwz|gS0eCkCUm;$G-;yjSajYQ&=C3=8|>iptD{d zjRUu>$&5e#=azssjikNexQhYx30Mc(MEcGdH*rFmVbXa9ZK=0{c4~dUnYswPa8p$#0IEZu|0CQu8w| zGAyvXS#QpkxeRaI%Z7Hrp3YMOdm2U1K$PYBrAPhCeOY6(AbzKCU*^_#eZ$Ug^jmF< z3Ll(g?(Z_a0|UPox=>JX*?@m{3*XvvA@#n+&o9N+(DC$y(8Xr)R|ePP*Zm6s-d0ys z9#S8Tv1ihMLIdNu;>Et34$a}=+!9Zt>yTtxK=JQ;)qvLbm2j?9>DdRC$)H6_QEH>3 z@@tPXNPJ=_9(lGEJ(f=&_xNF!16!sQ_DKs!(PY#qU2`qG+zc|g|MDr^`xE=w0zCrj z__fN<3&xY(RUTlSCADx!b8$WXBl0tHRVab#Zff}qVaX5n-u(mI4zn4A4<#<%&A(-& zZ8&~ES&zWIwX*{0S$gz+vxizwh}@pynXegmjUT=aQm^I3|p!i(cVmZ*i_bS=#8wBFiQ-1Hv zNa(D~$PONY+u04<$$#EONoQx?>9p`v)r(S^e_&Gp%{=bfC-f`f4sW>x z9HE?E@V7Rb=<(dbzauZ8gBnU4#k7AK&m#aQ{Hq(HSy>OSh0$AxFGHgpI8zjqlvg`s ze-kq@GJvQICDG`}rS$jDUB<@7@mT}yszn}uez}~vkzT&OK;HBT{R# zj%hg<6?NU-tzVX*`#K_ls%3 z4kHwon@5+%qA76>qeCaq6p|(ki)PKG!+Il|rbZaCLjQmE@|2LFxlf2AyXhXP7jY z!bAx*Ktc?mtcu#3^_tpR_^B|>bK%7{pM8n~N!K;xX^YZKm)oJV zm>Mz^r9i>=aPFmH8g0OjNd?;ZO@9c7(|ct`UEu>AY;RCFIC?|FGh@zY1 zMzL4BKvnMZ7Pxp&MW~GaTJjtR$fYuTJrbDWQ^boiswJe?hg z59-pL8Su`&rWpWFY4%Pwq-H%DdfxylH6(rkHk|@3CkID@tlMQF;JYW#a$8_e&d;ZQ z#5!qE_Yh?W=?eO57xwq%S~VXTo9#cwiwKmv+u=WeUu?Ed6G&rFj~hE#nxSF^Jgud`|-gf zq$3u0(^aW;!ys<+^zM^$f!kFz4bn`}_|!wbdSa0l%bgkMIzr@xqxBrg<7kqFTIav^ zt8wlt`00Ed>277>!r#BODMt-4d`T%q`P( znb7IX#iDuLNQ3+k03~F&xeHtXfM^jm7pLfOcXFE#HMGiGk)&Y?VN2!_6CM3tM2K_E z@rt-9{)Q&&p_xX>pEG=8QGjSlO4!b+14DZAK=P5(=S?;1eta84_jFdAJ%}i%M-2bUl#` zf1zvcDD>b?W5oP~f=HR8(42d~Btu_~R()0CZnmFZZtcrqs#^TG(sCH;KASqqd2c}G zp|DwX8#`%CJmU8NxaG$z%2?057EIun!S!veDJvT|zo;3y{-#vr%xKoD|6|(Ikm0)K z5@#gIe)ZSHG#F_fh&+LFE)6TZJ|k=xJsQvTb&sBop`lVbEEJgzIaf+ci*v=#q`}rO z1KPodHh^IR6Dhs{&&%rh6&ekpIDyrRiTBVZ7hHr~AOv-*po3)9-qE#Rr!O7R-h3-w zQFCc;;PRBXIDD(|X=jS1=uByIW24`IOn=7;wAVR!<%&CSKcCbqBqkxMd6XzFan_2PJvqD1#+sL_PJW0dz3qlR{Wde z5qC&3!(WKD+rtVxOG~Ukzx^*D$tZbcFFNy+u7Nv&n(M>%1@ho6uBestj9(|^LWyQSKdAo zVxsP6j;w!~nb9$}dH#{`Z%LB-D$h{hVkq6vbspSFeSW{ghojZfA?3A`D;>Q~W~Qe5 z-6)Jc3w`#n$m8<88otrTmxj;3I=i@(sdSb^bQmsn0*oBeGc$8tOaMFwv7TW+Ao_Gh zR)JW1-oD`mgH@N@vqKnwCUtSVuK|V9Jk)V;81imtD%;wYo5SVBJ(*v#E|w?TZr%26 zarLD$bTbqS!Lhz-9s8|@ADeNmVr&fSB6w-+?9f*>eNVdvJ)^Z3f!Dta;NngiHtj7J zym<9$OZVDBOeCoz?p<37BqV9H1035DM}upy?*@4stpzOQ4Jl4Fqaj2B`&XN}Zs%Hh zrax?*hu>jwTNvo4Ku7{)ow2du9&DC6&-l8y5nCmynJBv3yzO{sDp+R&x&WZGX}0Rt z(OAAr@D(eT=~Q0_6;PSnQ)bgNwcH5$BCEr%1|=@hMrUP4>K2JK{hTT3YDjQ_HHf0m zVZ+O6jF;N2onv-LWI(;VMB(946es!5zqb4IIjrt4o&F^C*AohTv+{uHP!}hsCnR_D z?Wn5y`uE;!1P2E)nzViTo#^isau}xZc+@H`2HL7wBe6zxP0c>Is}45=qN5j4P#-M>k`KO4KRJCyV2hR-7~m}CPLxfJLHR7^+=-s z)@VrJT6av_G5+o#?Uw}Xr?9Ef=ilV?T3}|AOOx5+`0xYVdw!WOhY6`}+)DFrQU*lb zf^#TtY-U!VcL z6-6YaZs^^!tvOw^n+YL)W1s-`9+G+&)jEDEh+&q}KMJeUs!Q@!qEUMGX`*{koCHHo zxtv!OaCnUvFRp;53>qSUGvtQb*BDL83pu46YA~$+^=-+FwBK4jlBzT<@53FQ+9Wh4 zDta4oxxl1eF8#hqrKy6|x-+HYt>L`=wdQ>>&Rm&ac-4xkHtYWS6}o6q@^L^X5Vcvk z?-QI!>_@N5~DkBvSIYN zC1z%B&LhP0+b7=Bk;IIjq`dF~78Aat^H7GTZQ@iPnQx zYN!jVxbvEKctI;rc^fQ%`FhfyH5@&7z}at$hV*B!xEWjSOo(G9_+ez^rB_stC5AcG z@CsOb%xLQnl29ltML#3}uoLQPtfx0;jhVl&r!kgTq761FE-o$;``}0YC>*gEflcx+ z0AlJ@!IU@THv{@cs;H_X{d!^#av~Q2m?)G>d`^VdFnqkiw@`rSzeffR^7( zl=z%M#JiT$;?}{P(|JPPH=H_Z6xU-hiFLI})aETw&i;7UunFKGjP8H)2YUDwns~UR;s4wx@gJk)f9KEkpBa_$ z@{9bNQ5i2U|9``%Oj`}i62V&TACJ5L%(hHWSm58gmhI;RtLoa^dOz>6%b}OiLZn4H z7TY9+UV`|$+ON0E=Vg8ID&bu=g z%L!Rldxe)TxV!eg1$;j3-dbAk$_xDYXTDMF`|qOy&w_FP&&S=TghbN+fgme6ckN9? zQ<`CX0}dPE4ZV-udR@YS`#wj4o=TIY4vk9^Zx)HHX~^P!UFa>%+TB(e`ZY3UjG5$G z_>&W#&)Gaqiv(wMKfVov$ShBZ7b8GY6o<|)Mx>Tpje7aXl}PI=j!x;pm!ASe>dX>C z9+9P3CAWuUCQ#ktX?s$&G0GtvZHg3 zvAtHOOk?}fdHa#r?c&G=_lSJ`){B=-;a`94vl>fDTcmr0yjcwuHpI9&w1gi@jf?fQ zi$~;<7&AS(C`s@>>5R{VVZ+(Zp4IKpBsmlDwv$5H+aC#RZ>t!cejFVSbbCA|AG}X@ zCZV|EbpE1sTJNXD&T*1-v_$t{Zo(+lr_~J|4L!aqMMIr&JE8)$K|wWdS=%kAam2Iy zsg~!|g6iw4Pt)av^dBouv~9xVSHDf!wM z-y`^xb>>z|?v9Vo63d@Ktb+);7NN8^H)vS>!szP7Bu$IEk8hAKw0eGBa(ErdSo70h z);Ra`*B77LPD#IIjadgyqPbSQxA|OX*D^hsg~`p(noE9%A@n1cIS=!%zCrW4$HNUw zDq=3Qs&6t_Nz8*@3EZP^iC~=0p4obxPu-fbe!u-yt&5!L#(~J4G z?UZC2XU~^>YF?@G0vmU7XC|H|P>Y3oj{JJz_gEH3qN@=HBj=rGV@W6Fo9=?2FL-Rk zo$M8o)WnAD5o&eLJv?{b**Y~bu77%99(ca}!NLdMA^>;t=@Y8O$y0~VS?9tF^+{G@ z+#|P~jtN7bT_xDo6rNynDLBmhV`K3+2 zY|4FcYO&JRc)0(;G2o2yXRud|){XN&(KE&M&vn8T`gkPdBF zR~h}D{-$Hi-7+9-;i;L1)VDLO@DGI~o$UDh?$6KJw>S6gXX=cP(UG2X?~lxj&abN;b~}p5 zHgmPJp)c?<)|}T4eg7=}Gky#O|HbmRto6m2b?Ya2i`h6m&+g!kC2i;jHCe@$QKK>W ztGPPwy;I<<-s#J&UI{J{X$%gg3py#A3c|Nl*oPJUtG z|My*|nG()J7ki7cj;lb+^AokR z#&6%7s;>R>-&ydjEs8I9?bMsygNp80*^eS9gj7i21F>vZe9d6u>!Ei^e;z}seKg20#O83@5Icb3mzwUf?7{W@ z*~V7;+4Q_*@mt<ewnphB-@6Sa?FQRf95>mKx-GNckR>AH6*n%!x8KR$vTysOY9skFiWOC| zl^xj2CdiD6%9=3ZLhK9O#%|Wyz5XT9@h8nQVByE#PP%(euev^Z)i@bA?W>tm{})6W z|4ZAi9734UD&jUkewM+x9tev<`|8GE!RN1C=;r9N!c0nQcr#bU;e&BA$T$fUF1qZC3W>A3$+{; zHMQ*Is7dI;xJr|8o4t%xb8&Y-7|}G5CSk*G5xQMo{&Bm?&RtlMf2(z-!)@`C@&)<6 zx@5*0GEk^seOgPP@9=jM=@t6XmBGiHKW+~MJOZqL-Fm@_c&6};*767NU4T+~4Ezyf zVim6z5LAK3d<>>cqvA1$_UoYF#t(w-=EpN*X4>Z*`beSrZ?xZ6kh*t_jilnLvj9>b&?xiz@Jt$1&pZ%i1Z{icNSSXifRE}9 zfVQnBgEB2}Pt45B`i)P|>Oidn4R~qPGD&)8Kufh5C6$%-;BEM-`@G6Ai`>l50y4OO zYmka^YRUT3k*>`>F0Hhb>B$G+Ik^u*t1q_tmR!ULxV^@-QG{|7o9L)JO@a8JR26(a zkHNX&x%WZORdTVub#!&J$0zS*<>lo)dxlng^NrJV`6!Gol2I7q^ww7u`%SS8g^f%XNM5TH0FpC8ePc6Y9B0J(ifx5z%!w z&L*()neKr&#nP-}UvRLqWJKq6NfcV*BtE-V%TTr5G(}oZS`(Iaml;FINP9)mURt|c zb@Bw5UJ9M`pir0E(KAj)WyE^%OPg7HiquJ>&om{Fw|HeV;A9b0ISilQW#C;%9gGo( zH<4n6j>=`FBDIXGOfz&1Z_Yd7D$m->aXd0G(kb7R{{^xX>qidMV8;8UM5}cQYDGsY zlEa?j8>48dIIou-8`yzNkv?+CY{D6d!7%`Gzfn?jhNJsZomP zN6w}^M!a8@FG!~Ugxr(J|4^%J2g#Q_$aoPj~{m~ zJsq(w_#FX?|$;Xn5q9 zPWA)`HZ76>0|-XCCouiwAKlHZ^)|MjlxDP-+`|9tVG(G ze(+qN@*HVWQ&UrWu$!_aj@+xe#Xe1cbq3P}KBT{9uLt^0mw>}msp#9GZPc&{WcwcI zn5119Ej%#dYyP6Tk8*i%b*auBTNYA3M@~|N&a?>YOf|iX{h~I*5;~hXSn5*4e5Z2I zASIs{YB!35Q`u<^8e{_e0*%){JaEH1e(-hLIew=QND4C316RV$wOI1Ofn3{?Z zyZVTEy?P-}ST)Q8XPojqfyQS?L|(Qz6WKxRnZyD~-|)zh>kMq-Wb@Fp7MhS@h{`s{6Fo!@4{?1;Uh^ z98owG53Oc6>V7a+HRzT=G;&+6_PT z;0rm{h?~_?B;`=)#iVe3765~w_+Po+SQQ|1<$h5H;hM3YmbXy1#Dzk2K3oE+b)PAV*w)RlD$L7 zw-j%1@oFZ8K4A`4uvi+$AVcmRm2*~^)N9-2k!TR>h;d-+tAyt1JyYXHF%7K`2}~;S zw&3JYp|7yO@J#P@Kpq_~kLa)@^6xfj}Z__yGJDAO{Ch4&L|bM0H~(c!3um=UX37@>PI zHh_XJ=er}~r1=#vFxw@Hxz2WYZg;~7NOe?pSGd zZ09)4Q65a7=0OoOHRoXX8J5CluBx3xUSiJ`9$z*=id7*2+{6WwB#&lNIF^&;v>!mI zEHrGzzbz*AhFJ0Nt*axsrr9ERDnO*M8;mR`&AWpJI(yWif;9tvn-iT!bb@ z(&{;g0G&Zy<11!d6@c;@e*9h-}&&y2#?GmpLNv;U=EX`_;nEIvf=6!$r zNw58!Z*`+}v}eh=p;tSEPWGjW-?ohT=1-%zb^~1BVJj#TLJ51__lQu{1j?F#S3Aeq ze$7c#1?9a%#I{9OAKFQ(Z@T#BCCw52&e7yKR3r9BxQ{J2L265)Wf15w2 zhz9<8DL!Y?NxWgBg`507*Jd--uQUYHDZNA?t0+Qt7F}EQi{wn~#N&Znc}$Z~Bl9#N$5+3&mml z3ACJyaR-{=$*u~B88EUdEJ_2zgj&g;!OuhN#J~=9T6SU_zgGxG;_JZzOYPo!Fwd{K zfV(CYd68*B-surPH@A9Fc}2zg7ASrx8gFh8AvigqaCQSCw7>srg%&t?83{Zx($f5_ ztHHS)LYKkq2kv`c;A~0WM23vR)ce#*Ha#6Y&vJ5d3JZhbsN37!KgViq0|Tw+rVy+N z&Z56Q=xJz#umLl{6o{Wo42mQuQ$e6$P!yA&Mi|u!NG0UPm)(*K>O2kpj7(+ET3AQg zXd+W{l~M}9^B}blVo0fjx_{0Y^V+LMgb*80Y=Fs9eXYujlCp9DXy-?W4rX3V0~~wl zJn=gjouBgiLiZE!^nwxHy?_&*Mx z6pv)x)(%m$Xe_yr2!5@Xzqgt**Vfi%{sd5QU|dK!kS@ghVJ>V!!RfSK;nV)`H@d?UV`pR0HpJ3zK=ncN^ z4%Dh^>+63>g~6_~YrvVYJofrWWD;@hyv98_7l~YX%Xq}TI{M_JynBH@l^ql;@0v#^ zwCH9Uxac>-`ZBALH&Q=9v|3HnW%-L^L)wRZl>

        Eq0mol12g@jPyBp*awL{CFUBXJY92&7t_)^8d-j~634r%UM-HPVMZ1zKL{v_t zsg!#tX~YFw#_9dAPLx~VNm#iS(G9+avpir}CaC&3Xl!_4+^U2m8(0sIjb)J9!bqrzi6Q#Kv@*RntXR^n-*Izq3-)3RPj{=N3Tj+BzTU z9fhX7l@#PqwPl0)2(#t^0W$9p>q!X@sXN`n42>$&RFmuITT;|m367)xcK;GAdM8b! zz&naEKL@*I3gb$gAiL8=e*RDaJlM+4Ps?o+5tj}i_y&e zzuw%wy-l|F+uaiQ5NEKk6$z{^WzdjIAz?cb9`EWPd=IiTBcpJ?&=W(LNSw7fdcKsv z{xfxn6nW{JD_cN$bqp^F>xss_9VYtR{w&d+Ts-mY%x}I|CJIvBKTzQ3jYmYFSF21~ zNnRYv0_+^1RFEx_g?7cAQ63P)>=^rf+e`#5Zfb2l6_LcBZ~QuFM`7s&si_R3k^v{I zL9U-W=Pw)>RMKE?*5J`3COgBXZE8?5I0D|C;m+Zl-0E|Z&;DD~SK7Fm329$V@RHlE z%M$LI;o`_+`a_+$Rlz}bS=x9BD=Whh$gNesR+TfS6^o0c+);+?9x+9M?|{j>8Ivb9 zc#hYV-h(HKfI&iJh6MsdM|S?&5~m0r-BE8Nj0~ez@x$omKQD^js+kk9yfdNH=lPmn z(MW@#>TieOv0k{Db)b=;cl}lx)RQ7^$gq{4gRna(dW|5xTk}U{!~HSf>M1g)mNrpe zHgYt|;XI1%`TNV5{Ruo}Exh^Y$iZiYW2O$bB@$$6h%7~FI&Y;x-(*NxAuZJF7RLqk z9I1-BdS*kOlLD}eGF2d?z`IKy72WGab+1@x+7Q}muR$ib#B2cBiZ}>-Ydj!IB4a%E zbMhtug}?{(M@%hJg{lOWN@A#Xx1F{Snb+g%C%$oD2xtw+5)Ob#2E~550nO;g3klB1 zYlXMz(Zn|ZH!OQbXr<@vrb?f}zP!$CxyI<2Ea$BzSer7B!x=ir8kEDTyUgqFRaD6P zW%c*)TZKdl4D8S(Q>R;_QiooI#FJd6+2mitM__k@Me7|)R;37b2KBi-zfE936=)lgd~;&A)ShRXn$uLKMQ&B2+l65~GI4jiq0TLqOE0rW$r z`w6I`?>X#Y(WllF6-klUXeut;xJg0ET0}lWdm*8pvbhnB{T8IXLTkGdWYz|9m%o>+8uf%8==G^1|P~a;vWt{ zhwCw!LJt0+?1*$kuzl<(V_f}&B?rc)h-%gO{v~ImXO|J9h~ZI`T@1pOIyQ8R!{544 z$0~U12e-UhQ}XQ}a_DX<7Mu^`Flori?O615b(L)W(THlKXiMr39Y&o4Lf)ImhLcoN z-uAfJf@r|=!l>T>AYIxI7m6&o9h~}TZ$6Fs$8)K^mLSY{kXz@oZ*-h$5Zq{Lp~h=U z>&eBt(?@z)$3;(?t`g(GYL<0u) zJ{hQ7kDj8K@Qo-K4qXS={xsyW+_S{!!x_Y_sg7-RT?SJd8T%`E&^c}$F=Z2pOe(Wj zfZp)Y2@2(!RCeo0^=#)`z^E)b-PH)Etf7IAlhXxce89isHOH*;F+M4}Pq%$7ut%7h z=;14G|3e@l@_*qVJN-1PwY_&sPn3;AcD*XwCZ1|&`td;T-2o_pFVoPluLR3^)=8y1 z#%^mrhSYhjTK=L#RuwB8{XYzuGSrOY zh4f9@2;9jilfo?#qaJHiO2IIqb`6Yijw5u0yuhwTg*>1PdHZ|qM%(KRL+jHxq%5WX2l&@#M(y;@=#B?Gq4rh?V&h;lA zxz_A$%2Y6~_n^W+=8^GE9DuTnm z`AvR5DJGI!BPhh^MX5Nczx$FC_a2Ei@N4WS?+s1;RL{D<$91n73c`q;LsP=7`CH=B zatjM(3~Gd`p199kQ*$cK<95E8C+w9C7~puf!iVWmU%hyYLi);N0qmpC{oL)ZX$&|jZ`otGS^(6;D507doom0kAGF1 zx%Qzob5b*Byymk{($8sFRr49=79YnIBJ>X4k&t$50Hv|r`vnwiD8gIPX2H{~8+|e_ zJE<~+q|@kU!N8WODf%K2t8b`0!xB*VDw!I^?cdJv)z7PQCMwDfUk5Mnaokr^OXLdw zz*ZfsQv3>=^;{Ecsd{e^?oQi+jSXw1j|4bMQqiw%vuW-YUcdbFq zK&SF&iYFHM%@uohaK%J6KYL&qc71?YlP!4=8fPIEatsXr)P1F8Wi}M06&0@x8|9xo zcp}OE@)WW1V=xti0qd`PL?`0f9mAkLY|??Sr;$Q)PvW2^97LNf@3kEi!^p~l{(GjU z;DZ}Kwzu#82C-{qT3QTO0I5pxSVi~lQ`eLvNdq=T;jo{ISq0oVJQgz6xrn&$U=_@c z7ux>Can0h#1bv+^7H!kjed3d4*$A3i_2VEHo~0V8dqTg!!dIm!{zXloW5)jUvC7;X zipM2io`j+I`AdDu&CI-`(1-d?Us>k|{qB!*deK8D04J$k^7%>!wM%;`)^!aE)FWUT|m)uSfTZD!U%uyxH+>1da#5R3Yut)4slo_}>&`ryT7 z=5Im!3A$r#0uX^r3mahcyTTBxoy{@`4^6$XJ1TUf_Fz>$0v2IS=ganOkFNCTMXhc5 z$BvFw^OVS}I#8;&*GL9mK0cbF&(8Q$v(^3xq2;8(BU=28ma(&fD-=) z`4G&MX42+2&lNKK!xHF8y~k{xgc9A`x%$nLg$jeAItj!y>^`S2RA^APitLHdmIxi! zs7{?oo4ov<9a3B<>}J+w$6;Jo79#}7MbIk0g87(?jZ|A^K|w)!x=rn>EVqrVt!Oht z+FO_pSkUFHPkPx?o?O>C0T4R+tWtwf(V_Q&(|UL|(!36M+hSLkg$AJoX=e9Vrm+U3 zO$ew&lAk?WUp2O5)x52P9feqi$UuJ1eG8B*?4q2p`2mjM>@ehWYnyV@MuX-+r#>XZ74p#t$0QRH>Tn>XaAhLJS zQdYeT3k!p*os^vX3R=r^v%$NJOKV_?Fj?E#*$H1{1(>WGsp4-S#XP znoU7h#k0S|YsUj5Ozf071WG)OtF&wVSQpJM@O*2Zh{Gys;*KBZWHN0=9t?f@cHC- zLoHAg^o>qnJj!TYd7}!_7BiKRgC4;xK(X|(prv}=rV9hgjCu4MB@%DJ^^kcHs&Xb{ z5Oc@Du@`MpUH|yEN51(bCx#0qUe*h?OZ!Cigd)8g;~E4mu>0 zwLHRWuYb3aVg;sLm1Uaoow8`?#y%OT>%(s9in!0C6*Lr%t7C&vqUyK6b&qw;G8N|&EhGZtiFxb$r<@8sdn7T(HGC-cvDRY8;Qk>TNj%g z!e1YQ<%G<*RI9;wG)V_^CqQr?cl0kXTRO3EY6;5TONCyGU?qNSDkdjrPv zt863n7jn+=g|Jn?um8=LZ2{8L!mA5AC_Eu*GOrHwFI)JLf%MDhHL6ZK{(P zmV5(9Y@5&}hf~6F~4xWX|7J1}Z>sjN5fwv9d9mSl-+lRK+Mi zaBuPSsvBODT`{@>-I}r>h?4ebYQ63zlH%Z?lk);{K|U)EelMs)5{=(~T5&;4U}p$_ z^(;iyo;BIih7hGPiMy9|Es3Ptc+>h3vAiGO-Bk78+Ibmc#g)X`XgB_@4EPf32hgQ> z^SYTY;l^6$jZ>=y^wigH1V`H-p3+Kk+1&m36iEkot)s2I9`Fhsi|~$qs4pra9kVaA zp6ezV*-%+p8tDZXTT+)IeUofyPND=L;HWq#?w?g?C8{_EJ~k&OC*bg3V^EJ8+|=oP zN178O@7F>!U7V!vcdGK5N{$iB(SvC%te6fWJ}43cMsoz)c}s(u+pXP|fus;Y%zH#6 zs93V#mFQ&MBBSzr?qA+ag$^hDoy`96R*mIu$5}Q>jM>}6L|Bhs zs=(GvSJ5CEqdfT1lk{&O`_r0sLU9q(eTEwt({GGK?QhQnDho+Sd=?k|{za>ITBr+& zBPJuRJ@jQI+XUh9zZlnW!Sr$g+Dd|22Uv?#RYnLdMuM<9H=HlYCYb2 z8GiUM!b?x9gU%-of_%!-6fk6}%AtCmunY^@8#I+mGywr=8rIP8$g+E+%QtU&g{BB7 zm<$+vG?pvrK3ltCI7_NiXN>#P2*(Q_mHp@9Ut^pt8CsJ^ubJ3CAL8;3ykz9X`pT5_ z?V01Z1Cz@E>&#Vt*@Ep=3k1Y68xCWqBE25jg1=wr!*83N_sPpmXt9QCouU9&3312%JeaM{ERV23cs&_;-Cue``|NFd zgoX|mz1FdIToHXubeWW-!H#{--Pj3&Abi6V7DZNGz58}J@8FoX*}2vlVRYqOURj1T zcPR#7?G?{q6AmLK#h^lfrS+&5k=8<|Aw^aY!bP~C4pfBk+3GS@PEK!K!9G~r_caw- z)J=}+NGn^?4NJcQ^GJw<-Xn-3(sNyktlRpYq;jv>-j9bcO#j&?vn=~>DEb^u;b=U{ za#;rl+j)lfI(+85?nXE#pQrJ`mDI?tpVT&w!TyezRUD*3E59BK>3hzRh%niYH}QB! ziYik84Je}P7nDc&EX2B<18qRxDk{3RX0hCC@%H*)57^?$zjU5C`aBusTwPDNzdEgz zRdJ-obPWDwho?ZhDu0mgxc_-qy`I!4uUds=D_fe83W=+Ez9?58yCA@8(e56ngoH#u z2I@45YsfE2ujZSygZ~3li@2|ZP~^iUXrO>kCp2{zj@6gE$)owu$X|0K8h~;cooXf2 z`<=x7M~~`t%U}@tf!V1LH7VWeqwh6WUJ?wxyr`V3OF3#GeF&5MROvhc_%>!Sz&$2?q@n8S=STBlb^F-6o|~oRvfyh68h(B4e<#H{4`d-3=ASIUmf=NR8=?~S36%G+Mz z`j{_G02D3_a&hvmkJ7L$^6PJ-bUeIgZvLXNh37;y?KNhpUs~B-Ay53AX+Q}dGc(4t zg(cxuV47dp2eewzcowzffPqhxhBZIVxTHNx%~XoNXNWjlo+9!JxkJ>MGpDAeX5NR( zI^m;J87Ywq#y^w}dQd2_Y$*JjSaZGe>&G7)7zqtI*h%5Kl?5C1EjE(`YhF9oaY)On z0`^=a29nAueb=$$Og)ASZJq`FJ;zwe!@Mg~?lu@1*{Qy|Bq;+Z8Pc+4?OB3{{tV}=jnITf5pPVujy&mkh<>6U!LC#$Fh6<`6cH9j@ItK(1HrG=7Nu5%u5nlBJwm& z1zxjgHyxjBU@%nhY=;>bi0v@3oRM3lNEwg}pY~p)uew^qCpsd)YdOco9pbG(4*g>M z#o|kgE_IYlh@c>p-WF!yIY>qVOUYIAp%^JiaKpcUittKTzscd8@i+)a_E}C28-2la zm>l+Bid!da3tZfr0!}LQarjAHM5y_wj%y^u#GvW?{-uYYN9B(>6FmZ<^n>oi{YlO# zrIJPdlPdo1KQmo{zOgl*>(dMw{VVZ_0HZIdf>&mcfwQ6c zUW`;Ur#8X~@zQNDN7thpw|46p<;9ostXGSFBk7HY)7FM9rfMd zHf=9;tHU|y{=-Guu<#X5BS%~D(Y&bC`JeZews|3R^qwInCgayE*S3tlbL$MBe1VA< zoX;%~gfao+F}*#$Ie=TfHVb+>W^G;jY5GG$Zcb|kBZ<#>{KKX3GJbK@AO! zm49&TEw#O8e7DE}#Ns1oC@celO+ztr%-3{=g=pK?hPWgk7_ z6@V07rAl15j{$>?4-WEvL60^Y8XNN|kc{>afhr9bJ*oVC1e}TR5|}&O{Rgxr)AC(^ zyCptPgGW~jE+7zSN|TG=VXwrkLVr6W0*VOBFrithViIf5OJsoN&l-BO9T7rn7b`Lt%9aO1{}lznhw0iUGRj32BSsDikD zKVX>a{JHb)5}RNG5uqD~NMUo}A)O9k`nubT=?6n%)g5?4|1u=b;-Gze z7@Cde>++?0c?gO8z#2Vkz93*1;YUH}kR(ca^QLrZia%iOODFtb2bdAhbplv$&p@s- z|L!ROz@44qS2oL?{>YCxCoBJyD)v`Y`&aNZ(_+3VOJ)gE=Z*RuV!xW2-3Y@^3;!QP z^`w=uPT~4y{sU>VUxNPByfIxZd_SSpyOl;0bxgI_E|-bWF3-v_FS`*8EJ{bAHr4W# zY;83D`;Dg1F8~icUfRlFaElbtq2^fz_W;?!%`aL~-d6H$8M6>$!oQWpYju*UdruC~ zlT76lgspZRL3iO}k9pv}puRA1`&z#5=i)N^r*KFr<~Ru{#spgt5vici`m-+5<=m?{Xs3P2K;OECuUiRSWTpy=|Ip{;g5$@dN0$d*MQGlc>WcN z!g5qXLeaNBNLq8}i^Q3q0HbtFG=?RbDP9GhW+!A_ez*d{d5-oq-SkfiZ{vV-Vpia` z-_v>eIZ!d$=17~21Hs2wB1~Rwq04-ai)*YZ9h>w1abM4^cw^MyL8DaYBvw~{h-9eB zV1UYp&;-413esPRXzAG$?yb%~>;{?gn~`hz6L({r=Xz0PT6EFCAD6f_{-+#4Z@3H% zQ1BL4MV|Z^yiEsm@)SX&= zCs&%?hm3=Bk5>gPed%xTY8e;@zCx~~nl<%x?dL+QfvI>});1)u=iASdUV15}RO)$! zy_`L3B8{;u<-m>bR-%%b9p7#WvATzIviFgj(1iC;JI{dDFH5goG&v_M%q%eGlY~*+ zW@Iog*^3Zd17sFBqx#`%F~WN)q1D8TGThlaSvDxbMT)cS(#I-m&{_0uHY{j_qW9xs z8OOAiRDNHQ$7cUG{=~@IR6{BCHSAQo-Vl_~m7$Q?ci>i@-T3WzTrxAzB1s^rwmw(o zYf{XwBy0u|6QfpFQ@TpyemfrNtzHJP|1oH8XRs(9CTA=A;18X9B_vNTf%KcR^>}CT z0*bJvzEbi%^DOb-J4=WRQ%U;)BgTGkxo&ERl@49ED0_QPRuq@)5`S0=I(aIFbz^g7 z5RW}v2Cbg8Etm~KBj@R$)21|DnR57bysB0X>kQ1k5Tnd~i*WId&oL!vO{AlEh5rw4 zZy8nP+U}1Ef^<(w>6~;(my~ojf`p_Xf{4=64I+|)l$1(?bW5jzAl(8=NC=`JoNKQ4 zefQbt%lUse`|L5+7>=gN$|t6_G?69NSRrV(FL+oIFi7oiUa$t?Gg@n!C@`#4MJ+DX?bRI` zOgQv6h>GHfN@Y{L^*#G3y-=k6>&QQAPlg?Q-T=tZ>vd%fMiQ&5ybp7Zpr`?0Q&qWl zq^~bfy$wX?fR3d1=nUkA;V4NEu(NTo6~Xe`kgizZ>~tB1y@S z*e`JRVv{2|l@duSXoL#e-D)32PxTR>ursQyU~)QX=`hG16IxL47N-+t^kmU2(U9*|UrYF0C9s$suTtfMG5s*otj1Ny=>o>uQweclTjYMQ# z1>Ym{2WBCG{JW66%}S`1nZZ7rTFwaoC6=V;8LcG6QR$+jB3j;jAcf`w&Q_ zA<~FaMdp)9h`x=+vxd?Rg32em?E<=%mV643?Aj~*oKq>H;{(kEQA9s1Qo=$p&JLy9 z-ed37NTRi(`U;;`=8br#0rWseE&0S{S|@rl%Xh>y^Jske-h?}8!TziHR)C$ggCp5) zEYMs%5N2QbIF=B1BDWD2!iAY8i%n4Fm$MvynXv344*DcbRz(t)fr!hM$MN|5z1M4kBM~5v`kJVljGYub7%xE$F*8vaEG+ zC64&*euyor5}T*VDic&!SLf>YG58*?>Elk{Ia(5z{$!>byP1!$2^Oi{Un+rCZ0jL#Lc=Nvua^vwwr~5?l*7)Bx7kwz z39ab9l8WEX{w)@wkAz|}`X`@YCaECNPjkn8QRvZwz_7-i&9)$U)^NJ2pMvAF3_E*1 z4H3lVY>rtNM%(tb(L}`U2Z_F-=hxf%7Dp#7p@PKG#Vv2q7Ni=)M?u-N6`{IUcJ!uo za3`*<3XxeXNwpKu8ASK=^yqj*;@)bbtopqU=cKboCNp7fBUF(jLQm}J7yfDvOmvf( zpdVd&xYHmYa@;Ml=f45W1($G8X)T*mgVsu;>tMueiL@7_L@-J0x0I?wco}yuqOsTe z>UTCDK^dV;C`Agd&ZTVXm%x;_f3F4-z*WXCp15)nqz@~#P0?*sz3*NvWqj`9m8}E7_#OtU#cfXjY>3abJc(bSRg44uDGpZgTIyS2H zdhOJMJ?uYO=gR>^mXjPRb=-JZq?uv=3Yhj%_wTlB0waQ@?`uV<@UNn0EOO;WJDw+c>1_JZX~})vAcWOL&cnDbM)+ zXzBGCc;^hDnekaoXed`$iTN6fJ)J;Cp$nEn|j@zwYf0v5AhY7TH7*cv2pe{DKh$}e2re|zxvLun4MgZIM zTB)Gw*G#`Bods^01M_)P-0u+mD*LWO%85Z#m7PB;*@bus<>iymX#;+=Sm_K#i%8_E zECNZAemWxg!!4KiwyFqTf9(5IJr#psv_2lg;;XS0it~Ah!%hs!o4nL{?#qtu>#M}< z>EiOJOU=|HG^uaCY5GRxB{tLg2dSzBi`z3mu9|W*Yu*m#w=^I-{~CUd!6Zj+c0E|- z&S%nsoH1;w_xm~uGeI{5MNS5BUp3#oeL@j;LtL;jwcjuwwI%gj#c8xt=3pTr2rk2H zQ~#X#!#~l1h{UHpYxr3YTVac~^}RVt38_>Th;Ce0r5}@_;s#y(al1EOit%VA$1KVsvU*wJ+&>g1J*K1OQeBoA4VH8^zANWLF zrP-Gm8k8VF@|}J^n*pQOoLC@xjIg@^v9DBs>1N*`d1$0}L+QOMBmh|s8yj_Yq}08< zjzF+{N4H**A7=D@S@N|1RdxeX!lmBi?oX)XD3Yn<3_IpEtybIkxJ>MSH0E`)KD~Oz z(1}5`8}AFdW+(hORW%l-=bt{9t%TI2YjrB6MTo6*xR9T;TF|%t1x1l2S;SpjJbM{R zCbbo6WuU~`{oV+c`9oy1U;c>Cj|uo=L+;ek*O)gHiP1&3<=8X5fq@~m6c_i9@1}gN z@(0$ndfJ#b8cfWawI(x~T{sCC!OkSQ_b^x{j*YaQ6(n3P2Nn;{;)D-aHhbw7j@gf7 z_K#ent(<@8&B#f}dY=$CZ*8JCvLWVrWmW@wg6QYwHNVX)qA0^?x6hJQJ;D-0aNU>m zbKSJ}@o79RXC+p}^rPGaJHbI4FJHm(P9~?)BNBbl@HftXzmUf2bX^FDm+|OElLw>S zH8I)p8J8x@xmo`y|*6|COGBfvpzXnh=wuvm8dZ9IeftO+i(x zKSVZ6Xx4^y$`_GHgl9H0jN`Wao z4095#;MqlxT+Ixjswn^*n72djs_(mICX`*rDz@%RjiB?{f~M#D83Xv>&SGu-Ij;Ud zf8HO@XE2WgM~eN&29QLgULz(!M5s>hj213o;bSni8Htz&fCFUM<1241}Ud4w}`vP>u5a+?f$#3u*-z z4PHUcuWe8FSL*MUX9LMxrPiUYyGIuMbS>p+X$pf{(05NkuZ?tvAu|BnKFHY_Ap1ax zI=zGTdYz%BNl)X|&HkG6@uvM1coq{&Yip-=ytYyfshE|jP>2(h<_T$YWMe@Dx*=8# z>eTnUbR?q}(lB>^D0wdPr*B9cG*#lZhD0w65~_&bp*H`+kL+1q@-nh#JJld{cyfWk zc>=`oJ3SWWjwbiPCL=tOf?JxI5zAADTi{inyOyk5z)+ft0G}aricUh-BbjGsTHq%0 z1|g#Y%l!Zt+y)ho;@=brxGy$)KYkAZfPJ}W>L$jrq8Ib?sdhuAO- zamT6E##-^I1VfDJEN z1ph)qVa_>m9wv*|Y{4ge2-j+FpULs;W}C1)MBK z56ayLm{VLIfTJOHKFbgK8 z^c=_~&b?Wr+g3Ccox7e<@qphX3<( zNhnyc1@yzT0Kh5HJLG~#p~O1d#Izzm9lp@#Z6$CjRgpB))HOSQxS@-yc+2`K$ZpUXb&*S4oZx^lKd7wx&Uo5OOEu<;$af_Uy<4 z!Q^0aHUtza(@8~gc8HQ6^+`b$j5Tg3W&E#P4oDAXCF_>PD@ITrujcC7LHwi_XAf;D zZW*SHqA?@lI@^^x%kSC@+mJvIv@2+Awj%U~b*%Z5*zB{387n$RdQ!IMGvR)HE2v;}Rx#Zj@|W6I{n%7pf^>tw^6m|Fm(y7*9V zeb0;lGzLMWnJFeZ_N12DkPozLCv3Qh4u^{@oofh@rw6w|r!XYsy(QzCsG3pj&$gi9qip^>s?k zjVzBMy_{n@_fIguMv~}@(MmblI%vodhr=5(K@|JnAc3nt#N|F-`}y;6cAOhb!12#S zpRCS)FiW=oCDU)qErfC|dA5_@Mng5&Q>vkLzra5oQv4!H#k^ zmrGkijYQyNC3Iedy@u1BBkcMrrU7oK*3=A8KxFrY3)rA$Ans0Tl3SJL2<+oZATO^iock3Jwys zCBhhJqpo%oaihk7!{%#d%(AjeZPtd!MCwb|osdb?r%z@Yw~YbU&c1g?Fy_!h9$eyh zxmhaRXvhNTXNW3$oo%mZgL}=!O_IX9y#nuc;-;cAGj{L|dKte{kT8IO5IYZ{p2F?^ z4;CP&;?)4|i2G$cWVa&>faIV<18YFCw9`Ku|6BEcZ~Wwa0|Sp5=c@#_KGHmF4$6$A zsFj2um?+8^l94ZnKEhjKUOEN3x|yRQc{a_;V&5&vhZ*A{%ess|zJ z8l|Tbo+)&MGDLeM`Jb*tloXXT)($iAee+Ut2fFWD?WGwYAdH*V#{h5hFfeD>Mma3MS3>>kHNBBL9ZxL0f#KQy) zJz>e;H=NAMyWWmuNzb|1%Ox{W;r#ms<-n9U&-I1qnbhkK9?QRIMq#1{AeSv-Z1mWS zcOg%tGUh8tD8{&&aOa&47NvDmy%KUg36;A|)Pqvk(&nQZviHa)7KKP2KHiy6EkQ*8Y~V}J{=ncN)Ko z*bXE8+v>$L)I#Nv8J^b>DNYjFKI}t{>97bC!V6~Q_4Of~>-VIXzLBwMEI;9n7mSL{ zoU{4rpEVWm*$91@tFcE}7+DU>zl+qe@l57W{ANuGjPS6ioqW63HQya=!pF+m-I%*U zo9fWtqEe!#n78;sxNK|(marPO@@0&8Dxn@9Ib3R?<&R=068F;68;R+#X@E?ONo#b+ zYcgsIL2GpwrQ3`lL`S#l7`3SDFu67Mi4Ek|PyJm5Nc~$WU%{)$=D#n{dl8oxg{N1r zt_;M}+;61c#k;|x_=;EtLq=wX*b^3JLnEUwt;OfwdYWU!-^DVZn2|I6wCbSg3X&Y6Xv_U}XV^4CIcvEVa_| zJOdd}whI(t+@@QX^8Zt#T?-Q=t(Y6CIR~`rO~CY47reQOASdrJ|5jK5nIexcBQ&j7I!D+AT z1<9cu5dS#bdmp~s{U{E&dv7@a9@&RPIZ5PMo_9JbVe}5!2o2auubyN?Pp1!`t^C_ql0kX*6y?7G3 zPuIBAohW9jXrAI1cy%m4e0E0jO8wOybeL-yxc|z~gN;1s3-)G1%lA(ru>cO&oNsN~ z%*WplXF?G_>%_`&es?RZf^6THl?A{PH%vC*(9l3$aRLQ-k8UWGKre{@_=gfA+4E0B z4WKCh;$j6{qri1s&~|#om8qergBU_opLtzqN23H#2KhTr*4!d=a8E5p6ku=Nxjfw_ z+vyE0K)5*yG?EOkuCKfA2Xdg2qrB7i(TD{@-)uaEn_WYZJ|VLrT4SiMFXs+sMCKcu zg=P4=4WTs9f^$!o{Ciz0-ft;s41q0*%!YpzAHJ1mD@2jHac>Wcqqfj{kb0np`#Y}A zC*Tg^siE-ueO`P>B#ts9zdsQa>m zP6--!-~$9+TZ4m)plx;2UL=+c5{kAwMx`klQ%xc$N3SruG;$Sl@-&2AkEHgx5O$tQ zlZ9k7MYnB#kfW>KhNeVo}Ff7weQ17VDKm zUO_(qpGs(W=_ypyxo!n62jtBD>;eDT3Oq-AcbiQF!F~P0_`YWD=K4Cn|KvMEoaSkO zcIGBmA1pSfr;heh%@ZEI@3*`-q{xTwk~Vuqgntf<6!-1k$exrx`>U?!Ms_)c@#ZWo zoHCCxC5*A-V&sUk4AbA($PS{K17hM>-|~`p(grrQA?6l@c)58)XBV6j zH;XIpsJluqBc86jFK?|H?UX0M?v{>usyo6nPzrqG9sYScA=!c)n5#Pi;RNVIyt--p2eLgfIttb>-y z)oKAEnj6_GEFW>hu5w|HwzVb)BbendVclWxGI!a(vfHt!$^pY-K zvAJ7&3@mxnf(2C3J=lHbAnF2LEx?1XqE>IC$aFe;Fv_?{$m^@vvJ7H?Lct~)Lrlyg zkN0KHCume~(79ILUvhnOk*7BhpI#=DVx&Ayw?t~5jP%jbrRog@{0s5X{;$_x^4zK2 zCstf4vE`6J8km^W+xC-&KGNvm!M8x`DRD70G7dUj_4{HKw9$w6~Cc z{LEo)FR4Pi!P=C`(urx;%$Ai=a!sCkh~PJ1Cz}xtylug9_J073B=h}UwvEU`xY7PY zj;pX>`X>#ImxIC>B302#QcOR=-z=>ZB2Y-hk%(xCApprXHUWoYKcQ|(6STus*U;8> zz@Cg9_)>(U=*(SG*Tg^wN8FYIN8ivWPih{*$QcXfCe|b4PyXeP z?nJifrOhdS)TFEb5L4LNnw9=dL*A4aqk~3{!`l8OffQ^xi6;8`%y?8%xDV8JFdKs_ z4!~)7FKSf!SEfd-N7b0;M3sg{Ll&_bduj!U)5;&MQQ8Q~Zuo_3u@%}{LlEt^GJnc& ze}HW}@UAx}b?=S^cJz=xOtP{)uqP-4%#c;x(~1cZ|q2bm%AXLSD@sv0p(MDUckfWiX6)s zQ_|CaSA?MOv$(X*Z_BC^0)+|JAKYXP#_pr^(qH|L< zG-*`MVasf<9&Q(d;Mndlw_9Gj+ZGs_K4Zi=X^ua7jcy%(RQEBQ0FP=L!2*$SideZR zo=#fL;nRTcWD;~wYfd3S_gi8K2Ck@xdaVxX)%B@XW)g(f_V1*xUFt}$Nh4=sLJp6) z*hkqfi(TirX-$ACe`9j$xAloJ-~w>v4WITWg?h{HJ!=We5fwdE2RNFdfGYjNEZe?M zo+SDYvmDiOE4Q%l_DN__etx~{T2eRm<_H(>+cb4bH=H!8Um%X|mOJ71B@pPs%b;a= zM?e!pQiadbXHJ&NKfO~n@pRr@F64)P3K?I4m3m`5wQI~Hi*4OK1=8ubjDmYym?hEm z+J}_f>~A#Owl+EDtyDq2e|bxyS+8$ESj%SPMc6}qB*0*4(||Km)7NB7c)N-d5D+kt z!Q^%{PzyGdjY|7tyYjcwL(sb;$nIKvd^4NK9bbU*3HeRyPK<5h;rh%tyccDXG~#Cw zSvQ)^tFepp;Dm(TEK~`YEuncySc0f98&A|&xr0bpBDI`R0cSj|mV5yS(qDF^aD)wQ z-qFTD{iOAx8yh7WJL+#LGLb%RFZtd4npfVmY=Dq zh2R};%HH|88^nACfk}gU-G!PN&`%)ybQJy4_ygCks}JVmKGMn~&nxdr@&34tw{TXb zd-Jsmp$2)um5rl~4WZcsq>`OoflF*hx?O>W3wAuz!l1Wuw7n{CzwhXn@E`gV2IZw4 zo}PLu`)!M=jZH8B2#!MS%=u_I-KyEk)9|!^IMgX~GJ>X?tux|l+u}g&#)or03NYy3 zE@&F?S4T}Sy@t3Z;;}EFA9b^Qxh?7&Gd5H+&A7ePgW{~NKa9yX5QBR@AkNjw%;eI% z-uqj=b4ni&6A1L2JlIFvdgKnXBWRi^ z*~JvUEy~YoMQW)Y5!mpXGOuJ5hRwi-V_sHD*3fL zm%2a6S`c#3&KU+ACn>QZE)b91^#5DGWHYGca-i7N|EYf-(I;kPG=1s-|1OxDkB*K2 zfzO;?g-0Oh=n`g{b03Jv^#hpxfsJ|tk(}?U8YHC7EMAWS6Ldj+JtfbxzkfWTPTh6> z7Tr2ZO{rar+NU9q3wSd?+JROJLvV?CgZR$-ft8Kkm-x#6jd( zUS1v`ns*^qthEX|ARaAP{%^HKvlqz+`C8xrYx2bk{N>s@cL^PTg5@)O=;F;A<^xy} z!u+UU_(qTMU5gWS8-c8w!)>6-_mAHeWvN+_@L=73sGEe5^)jvjB#RhXLPjDF7tc{N zs3`Q${-0^kX^(PT;4_)#6o{k|&ch#9V6G1tu5wHKhX$R6Ap!E8oHkG{Wd`rc6cziS zv>>5o=$$K5hJ0sfa1m9DeZCJ+=&r-oVn$JKJUnI~&m$>;&9O z%6r)Xvp|e4-`{88Esf&jMJCz6Te*3kLF>`2SqmhT@!6UMoOn>zk+Ey3)XvVDi7T%0 zWkb3&+YF5Fzo1q;s~5#n=37T3J&4T){+v35=w|P$)WL$Mh#~J=8GiK>j%` zp*R6sqa54=)yMGY%%I-#|5^a&KRBmm62A%-g2+;ui$KcBG|uO*B6;_hrkK~CeN8q_ zGttp$cPS2cR0N8g<((#^*g4Rnwxy7yFiB{ei_0SVp%UBnUJsQnBlYUV3wK~m&QUoN zFHYr)aub8W!U(nlZb--b<3Wtd(MuY7hp+{v-6a8N6V`k&b>yD5nF4Y)6*N@)(Zs?T z-vkRhz^kwFSRR@e+=g7>=-EnqjE3aBe^I9#{0sQ<*^prVsio^3LJFil-^y~{)qpIK z;r{Y(cmfX20q2lvQnQHd4yJ)1sLk+IdwVPwropuc@PbE-LRsrnFjD3D>UnMh+X%w6C})LM{87Gmn`RER zOibrNM^oTx$>RfzdL-Vfk@68-w*%@oNSjbf2nDUFI%xFywYO_V@H0UtRt>Fsw92+E zv*PhLJ-XFv?4kHBLkDZU>U3TdN$j!P%VD_Leut{C_~o3bJUbc|{e7Jp3z)wH$xeK-vR#`u(cxC){cubR1Qy(rio32xi zx4R4}GzE?BXIqCc!K}VHIx=!w7#<(Kp5KtmUph+-?^e@Vml@!fdsb7FR`NxYgBh}B z0dI3jZ5YROxO&0T$zgEkmCDEt9DB&ls)&F`2-@iJ^xeX{?o!~RVmSBk2bRx|t{o8n zv-8DL3v(hYmN&jEy)p5w|A1WIxO^#=g#PcX4<4p{;@SCsw!ToB8fc4k()&3MfAhO) zL6M~2B8_yUdqObkCSRTDC1O7V$+gXo7EnvB%NgR*52-MYBMv{>n78;ClCA_lnw66h zbx&p_*hpCmR0}%#^5x55IW8`4+DKH+RL}pDs?>5F`Y)>TBc_{Lx|rjq9HW+7?-Lt{eSHrU7qM zgr&RM+3Fhvlyl;1fitQXVTg-|e+j5%zc!AW$Oa@^q-EdXRYG#VA<;ovr4Ctk_#boD z3Gc&<$U2y6ujR~KsWJx{zC$i4dXIN!CpjgAg(oL(vXXD5V$;hrrbFG#o9#lo^t4CP zjGbIF+9*>DY;`&yT=tMrU?sojLL*g zRc(_pI#)MvvZeI3U$w5%7bLuO3NnVC2R$K@+su)AVibg82i;MhjL=d09I*KRZJz@p zM>!GjjxLAr4EaZ&=;78ZG82M7j84D?*CCTBZYWLOsAjAdn~C8WaVq#9VhlIWleJB? zUK!#Z@b?2Em<|atdlQ5Mf1^_M+={UNMB#7tg}g)D<(h?=U@gZg97Jfw*~6hU$lvdA z$k`ffDVG7?yVwU)Tu5})Hv+z2-`)l;I?%#9Z z5DSg<#MLt~;mA7zn-3@@&WzjDk^fMODt_qlQ%F?S?_W+nzUTk&lrc4xZ%#F9kDMUybCm1IvzHz8oYmKmcK+W}`*At#v*6UeXj=H4ehSc-F9uxr9bafY4{cSj@ zA;!#v1(7$EF!%@IIZE_e?ZPp73-TO|T%qS3uJ$pMXA`T_iR%T3L&d1$)h-yk3n6G& zWU4CZNw4$kRZ&q#97rYIPaj=;;!=#*?H! z*VgF*j051iHpbiEzn}V<0-yNzLFP&Hzt=Axc&Wmj&ERK++Q3RJno_)pQ7YJNr>)Z@ z`NgxJFmQUP=H=%rp6vAZNO`}!CXw5Gv=3nLA-|Tlw|B|zMgfAKu*%>?YHIJ)$KQ5G zMQsA z8Rq4%-+&l`0JUMMy!?wAwvQD!yAv2Mmlhjjj13nao}Z(g6g0nmI7{_ft7yXg@lMT0 zeosng-I`kaKC74{J*z;paCP0B`E{mHqnvqs%n;njuX=e(H_ZnYNXc|m7?N1#LxQfL zb&^z$pJ$1W?*HZaA_JF+mewP5e;GbO2gs6b-2Kox+PItS-n^c9eKgY1lkhhVoyv5_ zraSylMrUQ(#KIf91&wj%LI%{&^wI{)J9cU!^rlb7i05~o0k#0V!JfsQq%hIRiU+42 z@N1P-r(L;bM2OEK(2ot$uGhw<4=(_7 zz~L14Y!o2m#)gJp&ue)9KSn=6w6m;|Iix*b^6TNke``er30YF1%mrZfC5cZ01F)jl z|KM+k>qdjk{W=8&_;m{pVP-eXTn5#MxMlz~U^v81(8n8@4IAvK_pgPg-rj$HIGM&jB~l`giwX z6WZ(#xTIJ#uM8cNX-mBbQ)&TL6R_KtJ;!rP7gNVkgZYbee)}C;HUf~&=KE=w8C_N4 z_K1Wf(~tTOe_Jt58sVzk{-dbf{{T@ox@E&yu%DDyS?LbM3@TTO=10O!`_aotJ>XRN zGXMhP2**DN{S5|VMq1rpLk{45qov?6>!S1Z_J$42EJ9UQ;``59I1xU;58mD_SOa?* z&n-t>`O`tmi{S6pnu2e-m{|+)Zl1zi`E9X9l2-Q57PF7S^#Z)Az%RI|8yg$47YEND zqe7{Z>H#us4u;(M0nom0i9zGZjSV;x+h#e3R@_mqV!zw+A>P>gC=hkLY6nVf8A316 z$&?>bnkvR>sjVQpExO>7r2eoxwV)t4|om!DW>4Q)S$qef7)JLq21fqXm{*wvhzyhdjNLhQ%IlBQe2q&bC<|XFj zyxk#WKeTV3HTK>2_VwffgeB8^gNn_oFM-i~F)RY;Wc~*n-bwH3h8Z4o zkYB$pP_&iWNR*PCJSJ`aO6V(i!=JNC%w?T{$SM6Vut;l<0OQz`nj!G3D8;I%3} zJ_iracki`|Rf@LLu!dz;86T_>Y&%MQ-dHIwe|&!JAIHvpb>U$A8@hh`uWe8HA@&meB+8>=go-uy zl}DkqE&uC*W7p602qp zP_Q;sW}iW0EWle_{nQz{UYf%KFy9eB!tp%_7;cW*#N^BbLo*iAAp?+)TE8mSFjj2IWsU` z)YjBsVA*X+HNB-4zHhLjrQCTB-1@v)9nr9g7s z^r(Zha=PzgNxF%6QK$W6v$dy`?j5gf(5H^7wkon?SO}ZYv^q|!dN|O~^IP58C)xYp z1^8HAXtqK@BziKs(W?`(xP=c_DvVtOGgYFNoaA!AbiTLfHOp&qMU)DbfS=}f?x<7T zl}B1pfp?)teJhN{sa}ua?PugPRWqJ1?q0>mpWYB2R{sXE|IJk`RIcz0))e?Ywpc8R z_zSisik{mY!M~{`yS8R@p zP1ruXoSb=^2D!Noow!kdHd^gcxw+q!(##&_fpPBc;wnC!B;DQND9JzDJgqFl=>BZ9 zV*5sVBuRSnyE*i$vnJE5PjlpszLpML;`)vF(SAW$?+!Pg^5b|j|(7+YR+UlB>zxG2u<55OOzEvbDwx}o4x`d|+ ztN<)2HV(m>8mt7wY7V9*Ek2&_ys9gTMP#QyLbFii6GmTu4%d*q_$tTM>x;BFg|Ay` zuKy-3SoUh({Z0Bh8t6k``>EGLxq2)M7sFA=^EgssbO5n5IWOqrKDG1*!kI#)UT^w7gP9FKTIRUJp$1Y6 zZ@n}A54;#BQfzO7S8+3akQ|=K<9Uk${&8~d$~f}ME_`cp`T+X@xTSXQgupv@e8KZp z(<=kyjtBlIEzWJcD((`CCJ~nJ2IR@rg>*MA?no2G>z8b~7zYy2Q{p{ikW5+w{c>2Z z-M#4ihGm{O)oGG4F(JOeNtqs9k!eY&cX^He?dNJ|MND0dmis73mJMBl0#>8gw>rtAb#H$X z5FQe5r+~Jgj+Hg@V8s8tT~a-BCGb`M*n5c6b_@yV!?G=t1o%t-m)i zno)fVG-mLFz;CW|N~vfgXo*}RQzL1y>IX>L{N>jN(<6-hAtyMuAWgTlt!WxGEt}Ud z7c4p}c$kW5iYawZ_=~EFDfwIoD`5SsucjoKU%TJ*Em)lr+94shl)-^0f#MftSeKn| zHbczaK#`gEE!w~E9X9~6_S-J43$FXLw7hMfnifN%8YfihJkA=+;H`^GN~4BufkV=?LHK-XlPG*&c#B<-k`SnMc75 z!3_Cpu)R6;=u&r#c+5dWNMnEKE-8^swm6`gy`B*`cE9I}dqt{`x5k)FuIj@W7G~|B z*dbkJE>`_XXIMu)#B*q)+(pz1+rZm3g|JX6Wrr-W9;Us}-ddK|&L4ucG*KVfAn{35wYSJtI|J8xLd#D3m6t(Hf9NnQ+&%?=i!mOM+>{Kv_9?4hqt6%qRWgU4BC&~iF{q0oL1`QbZR)Qo~+ZxK55uIJ+Ox{i1uPx7K;!{Hdfm!9b|h^-OC@`j->9^ip{(-GgN z5}8ZC?Nx+Q7pdwezE(OON%VZV?vKA%q)p%Sb#Dr;PLrQ+tXzI>c4L0fJiasn=msfb zVjt$dOS+Tn+y2%!r9`<%T78PzQ%ZpMwrsCt!ZYw+?DZ;_>~@4@KotLv`eS%0nKyfl zjTqaOr?s_&Nzt4g-4ZE`Q(Aap>RWy#(maxE< zu3m^g)IhBxJUvWFN&DkVc8p-NODt!_}J!G--@{Xk$ zzn8L7X<6CcdBkRnNN|~oogM3a-*;=6v9O=zu$u#a+b#QZ2OkbKah}lsU;FugU-ik9 zP*A}CYjE`c@pt8?8$F#>Rr^5^lQy6L(ihcWzSh$`W-^p6L(vCVD`Hu|G=j5X9z8sS z(j<-V0KrHyMLoR=+F8vzv9uoni3Yqk!WaVSbVL^O{qtUy+=Dfpae()$$dY z{pGGNK|sLiNBYAx;5E9i;v4nkKp;*!=jvLIOEvWAp7)}5KT%!`L5NM~ zuYrlGY!nz@yPwaIB-nSQVbiCAno9r?M~+wzwSL}@efM=T8p0Dj{g$-V#=P76 z;=er~SB+O$Otyhu(6X;}63^*T;?Rd%aZSS=9~vEz8@nL!eYPBgHGgII7wo)=Y*#k^ zY|37Glan8VKz9$ul=1oi5MnmTxTk;qhcLF_MzOX;joyk3s=a-to9gSYw^3{QSFaR5)*<<*~42|7;E*;LO;M{r6 zYtfh#U+lYa^rh`WnD+9|m$s@qo*+XKAuy4D8Swb?w+Ao_{4}z(d_Jq*3n7~(fsV1* zD=?cYA1^Ox@NnwcG~NnX`uzE4b@t!bc$n4lMGbTt8SucW6fp>&0%AbbdLi88b`+#^ z4{#Nul*7=!@;FoEff*s{tLwUt8qQN82PVGp)2C1TP?RbGO>>q1`nxP>`En=)2;6xJ z^!As9!pHTeVK2n^#)8cs!ev+}8FAf_ySZzvOq6moN9pgu^Jh2C*wW1m!uR1wE?H#U z(i11{ki07vbfD#5F$uS?k}E{&T;Ly*~i%IngK=+7)p3ioIx4w?sI) z!7*?p4gpY{h3*15Jonk@l$a#Lba{tMn~Cj8wQryZcd4qGAA z=+{BMny$I|yrdlDEjiypGIXG}cz0MtfyQ8#V7Z<(*7JZQ6Q=GXxmY!;vX!7C7B5@a z8fmTS>K@F6Pd_MoQ&B;jdI>snH$3s~A0Y9~p@hSO(isR@Z<)Dmg+2<2;KkV&X(<6# znCL06xn5C~JiHJ9hbr1xdMrJ}=}2W-ZY9)Ez`TOk$q#>mmpAxg8=!IL(em%(wZ^_xC4WI!M$2(F&HX2h3RP( z)WNytA5Sg(E-oxHCI4%G6keY|HU8^kDGe=RzfTrqzoK7+Q`isRVZN#pm!Pz=v;3aO zYz)2lOpf z9xTeYp&LfF9bA)sxFy!`LjdEk(v}B2x{IZM{`f4;LYAM_;lG~rUoitAyb;@2+GBUH zrdcU!?eLw}kZBO5bY!PyE#7_W%3s!>T4PV@F{0FbA?@Dh4UbLXKFuHOkWb%-#x!5u zd|Oh2|DfZfr#-`SS(+?Di_Ze`;%!e@O7$3Q8yURc8*Ja{k%CCpb$r?e zP#1tgb}04;yb!a;JSfBrf(dsxyGUR1T)~|4QAYNGN(J1E)=l%tM$M84=0BM#B7^h0 zE?(VzU*u3~Uf)w_Epz9`BbIkP3aj&mwBY3&{1&!fo^4?8uSEFgqwM76&r|Ej{`;y9 z`8qbJRo&U<9_Pc#>`_5wyOU;9p>$~W@G=*nT_JdXhwT0J=HnikhwChsc|r*m!l+w) zxd`rspW#cp+2fbJ66a32dhKcx0eO{8>hl=F3 z80yMZftsoQ|Ju-R##RWy3|3XN47n33s0xIKo=NC33z|`=SB)fl@N7o@Hlh%*r_#~* zibLb+RNuA04ae?2byyV1F5o15LkaJm4Ckcwfx>1Y>@^nt{opL<+EyNYE3YsbdY$xm z*ng1M)Z{a$ngtdC2KA`}0>B$@0mr;*ZDsOCpfy8_cMP9u^{s4GEW+mG&ps;1J*sh| zd)roI8QOdNf`+&mwvs+SizyHkU+KM;(eA#|tEY+}P_(3-q^lkApE^m;6mt*eZ9a!q zn0PsiXCEEC1Ymm7WT>Cx?uXCh{l2)kcv2Ua4>uCw5wvb+QZ@s|HV(sbGWqO1YS;J7 z4{Af=Q?vA>AbH^K=cJM4V0qZx()X=7Y?mGZye{=$Tlq(>Ic@N{{4qGNx7K|Sumi4> zMV|M@r$K`N6b_OoQx)&KHfc$!TdAirs&yQA%^k5yFzUW@ZwvTq?u>ug;XU>wOf6{7 z+#lD4EmO_fpT{JbqOBipik>^>Iw!S}Ui0t}Km;48-nM!hJ&;*?^=IFo?#_P2BrQYK zQb(pxYFzoEmL{bi4R^lpq8PdvJk3+AH(nDLpdvPPG#Ho3r7+nV;M7#nJx1?k1H}HRA$SVIrC7+OhmF|o(W}&giJ}Y z%=4JcMaGa+-+y&K@3G%^AN%=^cYk|-_ubLqmRrlUuIoI{-~Tsl(T74H!R(#$bqTuY?9yE3NI_a(Z*=J?tE!*^sNcZOcs#gRE|wS3?{yJZc!tHps=^N!2{FA?*u z)$T=~=1gM0aW||e7MfitBGCPH&$DPJQiuGBHHfXu9iX`?rv911r^=~QmJ1{Fz!`U_ z7YLm0^^EfnoDg$L198zfhBhj!DFs&-yeFJpyzO{^bc%9kv_RYLqnj23>!9qp^u=I_}pN}6Wj;;!!x2fl1X`YQw{2J z4463penW4nii*nMBYt%}-!BG(a~#CBQ(y3}s;A2J!By?PFmu+(*!Y!n965m4SI-0* zBZg*YgAUg94-b;41H#uM-v1Z;P2>1nIDV3sFf0etfq3?|VS1(tUMwoE*{#g%U!ePO zh6o}Okc#`<-MIxrq8SovF5Ibx>dK8&+{c)YxqA?Kk@Df0tiR{;)cm>B&v4oiM-xn$ z*yTtCe)Z-)pZ1nNcM|mq(&_M>Ew947P-ruryYc;#3-*`k%4wY(UnWkSKH0)2elS<^ z>4e;nQRmfB>kVy>35p`R8T`#pK6Hje87~r942u;1$d0{IbPcW>_zExSna^SWhq^H` zJ)XX2f+1@G9XKTH42(v)?LXZ8d7jTw(n8}XMwGVgaAn4brI#u<$a z`w&d9cdsoUz#9(vodkSCTh3dNV$`OE_W*9B6yqy^VbD%F^exE{{A zTL|yBL#|ljAjUjFDu>qPr}!VV&mFcX+ufBr`ugN|u&F&8xRXVY2{Sa*%BbzsTk*)Y z)_~vvQ)M9kJA_AN%!?-*l2D1+RQM~qlRQ!f{W0bSiYUk zOnB7}>tvfxsM2xjymGFGf&g+SV{p6Xk@vAOsK_)GXad+t_{Z#5r%a7z9!2$ba>Rhe zd4@OoshZok3#8{t<*K{&$|uAe$HZp+Jm_J2v^n>NS{VXtd0YwO&iORf3tO zojXnPD17|PR#9EusBxXl9``6;DlV;uFYjwE23Cfdll0M45I*;dM}1PdHCP?|yYXYN zwNjBH&+ZP=xdf)sG1VH@3$nH3)icqpDcldg-;DX0a5z^=1x!|4QRnbR7T{p>dZ$aj zOy0{}5^Omz7*4gd*Ket{on!ZB3V$O*GdC9iZJ_ZXRPjGwx6o6MijV!dm25DZ0I!ZF zxbeMd?rzg1wxG;xuYBHzfj#`)@7CA+&hI?}f7`F)XmkLun=NOs>(&*dFtoRT+i-FS z!{EBp(2!*RD)oGg@Lkz2d1I!V?oa84Cg36BGUf1nBRow2nySduAdNWH3YPovbdAhr~Sb5tqqpV!K>;w(3S$R1#BP1l? zZ#NKBcXWX-5LCy0fvTO2o2{K7($3W$`xlByh|0^85dFvN_RHML2u0qoqj|rbW(Wd= zx`d>BciqBstQ6NaNV#4a+|1+s=-pVS#ZkrT7-4EvY|5>Q+igktr5JhTHw{_L>b>GP zDxImMvLA0~h2M`W{4%r%oS6FFyd6C7x+GBQsQ0MW-gkC?Np4LxXTNzZc)NY+-zW_z z&dugzCd+#%=~|t$o-d!i`TR)m_M00)81vh*R$q_}dhSADeVxj?*%ms}f&4ZeQ`x3J zzJ40os%?Fz6uG6N@1&gfI+(nHxg!q2Q>?hHp}~SjO8)+Pep!Lc_LZf>Cu$Ph=#^WE zk>hdXLjA0s#0J!RkCV@y#cvQ4J!vcDn>CMbqr_}|OyI;fzzQ>plX~&`%Qh$$P1;XS zM)Ds@_};OmUON+Cuxx*=d%B=A?b~kiEIV$feegJWDm6`vf6J5uPI6r@mrQR)L*Evj zs%UzAx=5sGY*0w^PotJ?V)=xFX(L3-Y2)MydXH(aqj( zE%<{9*?fJ~HAF{d{cJUdcK0YQo?Vsv{Tn*3vc$GJw37OoZ`6Cbsx2NoCwpCAM|pH8 zUu1D#;NtUTtM1tD6jv^`n(LPnU+!zq>1oTDxGp5toTH*L<~dKpz<8WuXp+~rb!M{t z{`L6_;gk)A6iT@W!f{=zt=6*Fyw5I*Gs+y~MaM-wJq>36da}r1qqX0D^7_YiB4&=J z;tJlvc|zQ43g3Oq%H_F(zmcyGzMuF(S&cp`lbK1>Ydo;U9Vhpr?0o}IB}(Jh{iz?l zzSFiPbt@*fFe#ELOGU!hp6I>FqB+vKw&R_asHm)}n3DYb-WGMOXPmFm3(}M<%AdY+ z^_Ei=kKN+gh{V*F?cQWvX)rx*e6PR~&7WYm6Ly{`n^|+SUoY+X_G$i)!>!v=6KoBG zL!0l)tET&WEWUUDDzSR+&3P+s+e=1HV1J&WHtW^aj~!OeH!yjp@Y~uuXJ{?x{U?6q zo{k~^R$a3K;jMfm?vIw5CE;og26TVdvuz)rS@l;V6Qcb+TSGO(`trdo6Y&+wm(whz z#?7Xc_IS;;%gi%K@_svAbo)cWFM8?P-a@($a(#E_qc1p(^}^1NHfRM zM9ZP&jYSiSd$E76=FxcMTAejhjN&ZEFY;}31e%xv7nFwi2p`dN^VSf;BV*~py8W0(y8sLLFB zxUBuyD7edr%b_mQ@9v_(SmKy_#eUiD+17z;XtWP&ggv6qr%8Nv{HRSyH5G--gHdK8RMd8C0r6~UJJHD>A5o{t${%cxp8q=QnCf*a zmENs(_n=T_dG5vCKt->vJvFPA+4ZF!r>tCsnZCDA?v0mBxx6lSuW%`O6I8nDK2i~C ze&zNjpRvNP<-YNmRx%2!?A;{WcQK+{1QQuHR>WG!oyX=}cE5b-6pKE5g&vsq1ydn^Zj?0wPga#WC(Nlj-(gW!uyd19JOvYf-N>xUlOh z@e^`8EBv&Az7FDBJ9!0gw+!mO%xh3d9n@u4kx7p4)}2^uh#KrKs*I_l!Fp-3mqTHC+GAR)^he{;zFy8lG1Eg4e9Pz3pznw}pT2F#q?qzJI^j z!DjqF?{!0!;X=e}Q!Ml^6)*STA=~g>l1Q4AQI>ceh(e-?>P7k4tFHJB%UP6K zXe@S58b2pGgZ<~e0nHlSf|R{py?aP5myH94hfW+xHPrAAdn~#V`u?kw7u&VA=8k*||4#z!n z-)mydGW~doe1Pw#W*6e)Wfsq;!sJ!83h4yr&v6PpAVga3b=)g&*`XHlItf(sJNY2o{Z^iZOQ(nU7j6j!$_<7Z1q`o|FMP@0l|(;Kcn%>gclam%{n7$ z`L3H>GRj=JJamRKy$z4^&qsDw(|ijewB*RK)i1hhot2dZmrT>?^MOX?U`Csps&8&?_m&Oi% z4>08leots+?xL}Y7p9}Aigais+8|RVV~Kvn8mx3(G4dlfbHRO*4!dkTyEOmDN~_g* z&p0uI_c5c2z6kN~O77^R)9eNRjuQc&F{wLi2efqGPMVp6eJabR>!a*n)E`xSK5*<5 zB4*=WBk2^1Z@Vo*+$n_XH77*eNzliS{R5#JkybS7mLU?@KiDs^qKPC=5B&S7-~W8= z!r!l5fKOq6CFA~f{`-Ly4G*)+zdnkz8Wp)LXf7+$0YmjA>0RictYx|mNena4scRAs zQwsg?Q#y5KFf2)};Q$rU@9h)+K5Fo+89F}n3oNwijc)M!T*k8i86;mh=OZICmAv!deW3q~hwuw8}4 z+ux=71>m1vsh0&s2arBpkc8X~oQDq|DAUHIaeohP#9iih`gI?Cb|gFyIledms_lZ) zq0)K3B@*#+kj=P)o0;n~>7*=JXNH&EsdzxpG0_m7;=a~@g&nR9wK$f}MPC&B3<(ay zQtfOz*L6Yot3v_#EO!{a-o;)z83Z-iN|Njq#vss8!aOqwIGN-vn0|siU>i&;{dT(q zFoJU(%0GuGJOz(4r=IW6!@IA4!)y82+q+YU?Ffz6%aVR_z;*44Lqh8%Bj{%$Z3L== z6ZEAQ>BTpJRZ@HK(ss}YI?e)?d&s5q8|vH(c{&)=n&r(19zg=OuC9`mb$STs2Tbmt z32mdk)8LvlDVY(&2gw`phmsy(CzswA7NsO90J}91W~>)mpkyQ`_>k7%@r`sGLT+3k z6D*h&AlCR*0oV;b{nA5LUQDbLM^R^%6rx`Z7PC_x%>zgor zZNB+?F^b9Z5PAZS=c!jJ+|ExasXQsbk^{?bEsU{M>>FFt^*RB`*|PoyRgZk~Nm-&i z*MUjblnVXb++QmYbO)QQq4wyIA1|$wDfAQvQFlvAHSS6O#b(yq&m8BQUoYR5Q1%wk zQh>M$1L)GAtTeg5Uhe7$shebH>zZCJ1fl%>U)S*p?oc`ui&2JWO;F6;7TJD|e*5S5 zn{U)~n#NyrPX18d#^Xe$lT{*fQ7*$^+C3{0BBdBxe{maLobC0q)xaH9q+iRCmzxgO zhdOqd#YIWA!qEJYJ8whgBxdGCl#WX5a5HF0Qn@m@iI3c`e7~|QVX%%+b)JEcwZU_| zQ#8WX5rsB8+G=I_Rz3WKKhvY^+pAU=4A=X7NWWBBq&CtA<~6OZmcfur;g<69 ztEVqf>NfBlnu}kcq-njHE{R?xDY|kU?{ItJ#mFLAejV*d@{87!Sn9%BZLEl=5hJbH zm9AC`ba7X!V3vX8>2xs|U>yETGbJVQlPET3hMd=E$j?`PBZ^I&TmkQQ7ey%OF3zSA zM0{@~y@`H$4T)fRR7#af(ZQX?+jv)2ZaS#A0DU|Kf@INGK*#f#+`f)$vff^Yn?lxlK*oEGb;LH2VslWtDYOIn3%OJm5!Tz3{Q zY=uWYjpe#Vex2PPkC+!3vBVNXbKH@fWNaW5JxI)NNKGAC{!$}jP-u{DNOL_}TUyM} z*TCBcUH^6A?b||xr-vwIp4`>l`If+d_!QLYSYJnnvX)XwXRsCFfGHLJ4_mxs>9Dvq zc=tK%AbP;FiQO||_#T%HS+?@2R-&)frE5av9l=BQhaRsSfGb9(K7KuWjZq=wHbq`O z4?imgT!qW6AS8c!03&OjZZPJu{*8Aa+#05aqNO~B&y7jxCKb1c$R6C0?MEgAT-4_;fh} z#0-DZH{q;nUe3FHHTEWf04|;!HBLWBFov?S%KTyo>T>k1^X%BebdzVdA56n5-0H%= zj!(K2{+y2Zb`y>zr=-+^&RbN%vkvcr$|m;>-ut!Ji)IcVbLe!$I2EUThQ~uYz#XI7 z;^!qWra_W?&)@zY=f-*)Z6}d3ErrXbB1giczu@wiahUEv~+a_)cV5hks^)ujpZBI)Qt^ z$7pi49f!{k;!uwZG#=$Y5qBQ%lPO(Pm(&mGut+#O7Fh{14{ts5V)Bgw&M#i<&qk>V zL;ED}!-T*#gh3rE9j7e<)9mDLBP(sCEeSY?^m2mk{$8qqKYW}3-9N3NI3 z%y}rm1-e{JCS8^Vl)kp~FJaqTw|WaB=0mPSofD_EZL+GUg7m5G&lh>9FLE^1Vw8Tq z;+|1j?%zR(@3h9Naci zSEM;NMv*Oj{6B3vNw=SdXRj*~XO~wjDWcw`sD^ZqzF3CF(B5-J(#>qT+Cz(^s-(IF zj2Dw=<9+K!f3tV0w5Z4wp6c0ul@VCan$=W9e9x9!#mS(&n2R>|<+w}Vlu3B^6%Gzt zjp21}+m^+IrV@$8CGIeJ+2r{niU6`01ylxYVl&zDXx99fid)RtzMvMSG0YUP-=qXP zDs+1r3R=ey0KjGY9xPvs0&$>_4b7-8G3nq_sF;m}gM6@QxI*pyH0rN=V`i%{U zC@F4=7IjeQC#r~iehH6=sS_KnX6+CBxdr_lazckykOE|0klw~o8$rtDKOBCOTd^jp zOnN>*b^EG^;(|TTjW^%rsHWzqLm0%cjrF?d^#UN!qVMpXnGccF#YFJEH@`_FSE^l! zZY@y^Yg7_tu+x)~9d_VV>X(r$W6LD~OFF*~x`(x*R%;$-zJAs$(E1{c0BwFpRD?bK zQgICv-(6;R&^DABE+w(KG7QhY@g-$^V-qtx{?n=lxGHa*HXefEd+f?$?qS!Z=58W7 zlf?pB=#(*3axul|#VD>Oc$9AKD_@941g-ZdLpWHeuh|<|cu$_(@+p$;vM)CdRSb~UeGvXmA+8V{Rf+Lt=CFb z7Ve;0rhBD*ar8;4n4w!Nu)s|>DRbxhyI-eLsN#`{VZ~3=XAa#Z@8u)yEJc&$uHx2p zOeL%7T)Fj-m4&_8uqFBtN(j|Q^PZ2&^t+7TjwM|$7acTNmineX-ky*W1rEMsrWA@lNxd~Ie~{QS{2Pe~N4V_(e4WKyErfvgP#6$()G z$I~DUZhru4{Ar`ylnJ z`{$)^5gwulUf$<$(voWsC+^ft2gya{BW5?s!YE*fT;`fC^`dif23q|81s4B-jQ`Ew zcT35zfU~?)bOd0jWIp;YFuj+Kf)|DN{+~}4qv1QZ3u8n9z9u>r18{XmA^_Ni*T6+$;zKSc~XRdjieT2jqi!CmBQXUO-#)s7vNp_#rF}(`YXZaoiG6`%(P66M+vs9 zf@5#YoS~-E8LD{|%3kYcPX37cwz9e^o$v$fO;FNZVFQM1P$lTy@s@N3d7aW8nH&1& zV{%NULTIaT`1Cjj;yD_~w-B)R)ir)tfX8qw4YZEQDkrHRWcvon3u}Bma|t!7##1>E zvY&x=k;N?3jHDY(5XMDo#a%opGL(aZZns1p)hbk^pcKYZPriqc*}L(-#0 z3T*b{FD!Cm;JAgrkTnafKtyRcz3C;|_kjoN?Oh=L?KyX=-sv3xZmzws=)tmT2XPQ3 zwhbEl-T5l*|7R}e-rhvP}WOOH}i-KGO9F!NuTxU(B z{pvHOKxZo4UxC8!`vY&Re<_?*@k}BhiQ8MCgC(@XfbpG(3)`L=Kv~oMuJecFI+j_53antc* znBPsij1*r(Qr}Fu_h7YTO~^w!%En79C0bH;y;eFHtmsGuXrVPMOcSdX+yA-!HY$O* z20hky|3}oBJ+kSyy7o4aaqn_ydL1J_I@MxBtAgRh4S7;D_dVzMl@Vjk6hQX)5tBkT zEl9CF`pBX>2(d!HkP!Lb#fB%45A=O=YDC8C!oB3!*c8M^Km6QE=d*> zI4FZMK#7b<=QfGKONSxWH79cn1Q=1&#MVk0vFs<%iDe+{b@#Ma{?xpGLk*_vsL2Z% z;&*#)qd_sv#LL{n-*fafXOw?!2B+iS88>Yd%I$h~w^`4j+E%^ZhbPsD^o-=K`%sit9a^ zT?zBSM|VuR@BM{JQNSH~WsFshMKBgzV2HX)N$X!@1S2gW(j zMA(~2QW1Xn9{%TGM9-X_o7jH2t|kv(B?M+%U$a*nu(6Rw4V~~TrreVM{Ck5?>kcyv zTqY)Y|n|R6fUJ>(uKpLgort|mBMi! z3|nR4D_<2K7HUS7zWF48XQdB;I&1Sj=dPhNeC{{lzm;F6F0q{a&SDT&lE&vV8wI7mwoX!GU*MM@oHDnCKw=Ira**$ke1v`9O_(WM_z+>5G2A}2Ch8ZwwJ zCx3uZ6L~>9`NMVLb2YRR#XOFIr524$>*?G~Ek2R`aqUI9xo76kJg_R0h6FnWLelmT z+0#X=^LabZNz4lj2a>Vf15ri0Y->M&UI69c8s8irmx1)iLs*ARaqmA zF8P@@Gnan?hn97WH;RXf&^~?LfisYsO5NTKW`m+XL1OdRKtvc@r#(Z;n1a?I+Saun zeh^h!MHM7U^Mdw`2{#4V2U|awMcG8+_o;~V6;W#1^&rIaMuc@T{f06&`W!x}q7iYI z=p6%_eB<73c~`-?GLqHfTJwZ&aRuR>Xz+;plfD~AqQ{aGcL*F&H*8-dADH5Nuj;&; z_H2GGZ@2q)Mpy6bQ*WnY)z3S4?E0(svWk1`yOt!W^SYqMr~GQZpX>yh5+7ErMHZ)G z$v*+UB)gGkPPH(qH?v^zZDN#V2u`aIc~5`z?!qbUuKOo%Vg0lSYX{DJ&(k@W{$B4I z+RMCe8B zv!A+PF0lRCh2_&}^L8oK&y)Us=yo6Wy&)R8+P1KIklc6ENX{T5=Jd~3i$8lel)2BC z$zW{D@k04bUgp-+P+Yt!9o=@)u-$7=N5(zZXc~3oRHqCuU4G9LnyT{I{)_5^ zsJfgDK)s*uoFca(DC@Ksd!xZ?+(#={HVIQ_7?U}{E){Sy#-X@x(m@(zp0N>b?QXrV z&MVyJ>g7us5jKq{bl|)?5g1*ow|j!leBi+luc3)3;`vNI*e5icm*e?Ob0VuQ0>(67 zM?k5BW?VXl#=cE;j+_kQa%vkF)~W~-0AFQ&b(hUYj&jFR^84 zR`dmHJwwI52|FL!ewNhHmpdBO+nk1=HY-BOm!ZkXejnViD_H1pHkPYEyC2#PHAA#h z<3(vsBT+L_@Ic%5FTWFh$@*vBj?+{k>YG%Qt$Cc)8>Cr4!>oIurTtSa9qvLK&Sxae zhFKeUzEOq=EQ)V`c6%s^j!b-AoiTt2b-J=~q;BpH-3P-@_Og89ilut&OQo6R+iRb) z=C3g2k&Jxr!X;nH5p^^e3+L}@UFqidPE(&`0tX{;jLXa`ezi8=x0%iO++N2@qJ}|N zyPOlzlDebF#=ECw5(qN9IX+R3O-C(EYJK*(3zyexZCPYCGI+lJ1oz2ds|)Y-4=wvG zJF@=LzJ8y1jv?_aYnr(Hqy95QC#)z&i1tB--r3(s?>fj*vhP-eGB3JlRQ@IZ7j4(5 zJX+S1oiLzx25@=z%hRK`e=x-BBx4Sw-kr;G@T`esNMW=%{p|bF+f%`*l0af0 zSl<)x;p5{&!Gw^kuvp{ZYHd7bH zD5)(Rgm(jC>|Cf{{Ana??N#O33ORtfO)lk&udJq8HiOL7%TaLN8Tyv}uODYj@5M8& zo=D!qsrwl`0_UZvagmYhVODY9-j~;2X?jWyNlrzA{*VKb6mH zQuX&dzW4(ZQh1(F@%p3BEQ;sTL%;1z1SWh6snt=|N(!Cwbcb>4Cy8tIs4u=baKlLE8Kzhd`5|fMIFV|m+{up^ zlwES7naLfn`%Qpoiac?)ME6DaDQyWjahJDcm|j}RGWH+P7o{vJT=+D&u=SuQo8O!aY7UX;QP?oC9uZ^FTXG@WOwb0LQN8f_k= z_{dLnP2Bme=NjsHSht_l|JFC3PrPiruRQ8)^%B|L$}Qn>WQ!A7thd0O;D8kRW+mG5 zR+L+8cWPL3Zw^z!@q9QJ9YxB7>b8FC$Q^i*R=$?_eFFVjI?TcN%$w7<|3tF(9u8?R zeR$7NM^9?+0=w=>t>eoF)s%y~NiMV38;Z98OL_zv&T$Er2;ecwW z0UuRz4NcxP(V!V~7tAtmsYiA2PoFhAy}BUpG>5}I)B#&Lx_aM2Utbt%;n(bLczd}$ z_!Kk9=v}K3AJZ`^zLV;wdH(i|-KVbw(I>irSMRg;TH~Cmq{STBP~S-2zyQ zKT24@PQ>s_O^<{{Kv8?xA}5|2FWZlSxV`!vglbb1J%}Frsc%ifm_&N(xqRLuC8F|k zII54l@XrnP0XiC@XqU;PT+_K&p8}`8eH-R^LE=-=u&M~-sP6ctM7bPNn5SKLB@7B~ zh_w4%>dZNNHC}SQh~vj&TkD(`5{xVin0S2r#=NoJoIj@}oKo!@WAnIEr62g?f8U*PcG2w_A&fklDu>Bqxw$!(H{5V#RfNo=1e*)Q<9AKw05HvHgS3`nIA8H9e zKNkDL0|zx@#|wXcOGMg1zDpl?usi^O(V(DkKq}~X2RI){k~iL(18eqM=&OXo-uo;! zHb$rgglMaqCML%aTYSU$wvkaCoS;SHnQzVm2ykCA3V#)4ubO7vz`gvcu+SFPb*Nit zf`}gCkBz9z;*eJ0qHL)5EIO>XPmpbArO=~#~X`#l;7|x%{v5+%DC-SW>lwbo) zpM~sNz+c0K-vH=8Q|D-S*BBx#AlT?#j|wE+S&G|q#}_JODGlC*OenQGJZ>%DFROoW zI2?9PWKuBSdI$4`erHG%U@v=}Nbg_?f%OMAt>8rhDYbjwZ*W-22cI|~WH%uLzq#hJ z+iQ-mvwbxXm0yWpZ_7<3@*EALumBjR)dTJaPIEL3h8n3@+@BN5$bY@>(+B4}Y7agx z0A$|BoLx@EFGlkyYp09l^KzR}NBSy-JBd+-q>g%`#0(3cJt~`-hj@{9o8W64Zz{(? z4Q5$*1zs;d&l)Ndp5Z9gP7*{jtXaslb(Zw!NJkW0KJ)|d0C|c+l6oJsN40l>DRyKN zU=0$Bqi1{EyGS=?8U!ifB3-2hsGLB+EEr9YMHh!MG&R*iWL|uFW+>CPO%$PKshYBf z#kP{Hbih^Gp*#1gz2I(H^@5)s#&7SL2+kt1%A$I5Q5`Cu=EzId zy(M!JX)e+T-RGe~=7F6uFM8&~5H030>bmk>C~OfZj(c9FVKvg1%Bq$i|9k{i(*6U8 z;TKVJGNrtQfLRkUJ*_RG6b(0@JtISj<}inHDCD{9P%eduhxZO`!i)u_z2muWkm7~7 z7!bU!q$v;O->Ams=2>AChG}>N0Kve5MI1W96AT%z(A#nZyP{0Ddu0?cZP?@Y%wYiM zzk}zsk-Vx+SWS`g%TU32TpW|nPS8jWp{?FkKzc%P)+N(-rVQmtKOhJn#QPkT*NqPS zj(~%e#Nv4gxBkC)9vgLs#q&N}X21EaUiIW7?_j$kPZ+wovNC2k%7}?L3-y8wez@@^ zNq7C21C)tL%I@J&O+%i{jw&pP4>`I&1Nh|<8W6lo+8+e+c>U34y56)OA21lTiU`%& zQaAy=jQ@H9HLFBw42<^1L@oE<$vcnp0W%DjEJBR&7DDiLV_Om>i%Pc`CEDH|5>s1s zsfDqPAcpDo+emV*V)>t&h~LEKuI5gjt|+C*4fMz(2w@^Z#J}1ysnGyO;iTyjfm&F= zuTL=4-=9{rGWldSWfEf!Gp>@rv;s85nx?LPVP>RlhPMt1tg7_Zwiwo`fFf4l3a7QUc zs&@IzJ(7^%sux!OpmvDgKN^Hwt-q+2wqMqo|b-G^Ir zLEYV_JX1b61N9luj;ol0L~V2wEMQi}?sC*8k#rMjE)BK-ZDGa<(~NF5#6z|a$EkmD1=K#ElTE7;FF#G=D9gI5v5YkjY)%(m%+J}!A*}qz2 z(K=y(1&ov!^rIOKnV-$GCOoK<8x@=-?YT(z#5~;r4%4%HkY^eH9Z7D%O)z>0M0fzH z2M;^+Aq1A1VHhM_84~k%_pK0B=tWJNL!TrV<%zh>Pe!#pP|~pB&%L638*TD>>~yv- zOc8%75E70#9*ziF!f|riV0sG@s@TbeMJN{?5$Encxl7Nl-8UGcN?dkzr^ZjIE~rI? zc%#pNo1$N6Xb5?DojbmN9wzDzaNJFc4~tP#Q+wD~gxJ?yoZCQ3JKQV!RM75+nS6JD z`c>BL8R)+@f%q7@}dh?#8O_)9ktf0BEYkVL0+U2EiEtC9)?WGNX-W_`f3O} zS7XHsi%Dx)#|bzy<}f(XjWFzbBN=!>N?}{(>bus~TCaGah=V(q67tYH4N}4E`3PjvPW6M_*VlHMOh6Jh_D#z%UPM<)J@PiPZG8K7E-n;4Ps1z6LUc zj^EVPrE)2=T&V@h!~v7~guFCC!p6mISfdU_CXwftLDYg%pIROU3yu8i;Ghtpf<|Z41>Wxn*hL7`lvd2D2*v*79RZ-eq z?xB_YUqElOBJ_H>2x+`N-(iSmsWadQ@ccOnF5R(SG2Zt=oa> z7Ff^Z4u6fqYWV#rG1xHgqXYc{^>?KK7C|%F4#kGl zFeg|WhftzVa$R%e9vJ&?^DWOddKT}Vqa4!M@!fptWJo0a8)P6wpM|2o`mu=L-n=N6 z-l$tKt9h*-LnZPEhsST|KVxe;V*~&@LZYN^82Vr8<_OUJbWEkF?L*YXC+YR{>q8E5 z+&n#(EgDUF-ug~!jAQZw`&rNv){_D$Y4apz3_SVw4yOyy%OHPqFBisJ_g#<_h(?_R z%mv-LIz9MFr(7(B(xKHb*SkEpWG>&4bC0$>QP`#%Z@`=amSTAszQ6{=3=$enVfPX7 zT-Myq15w@nEX+Y4Qu0e+cQG}1W_fVu`{|8e;H<8#Aviz=qW91bBMd{>tZ^*3=GkT= zpy@Di*js%wjx_yh+8Xp)UgvU6N)@`MbpbYV^oLz#j-&pgj{W70*~OTWPXpk#zKcIr z#PktuB?xyt3l&Vjz2rCVGj>H;J1}R&7%#WrO6Yfe&(|mygWWf~IkgrCY2*Q#z4=%k8u!EDI8b%!g}zwL3|nf!a_$h<@?v>E<7_xV-I+V1=2P-`@s~BH(NdF z5{#USHycx~&8hm-OBoikXQ1-)|Llc#!?JZOQ&nmFL0P+RB8qDHonn=llVmWSqywk1 zYa!DjEWFq?L#TO9CWK{|6LReD3AHp38exQM#*Kj^uJ zl~959u3{C_whVK%>1$68!3zyLkxZY9KK@+gZh*64t|72yp8tWKv5m%Mi@m)vZv*D8 z8S01{;*yOP_z?`^tmep^em7@pTu7zjCY%oE>oA8%%;Rf@mFSbXHSqp3-wqr7s2lGf z;8Fh*am69CU5vS^HIHcUOAtNc7ujg)CNa=b^6vvuwOm~VDBlebn!7@%TZl-QYHrLE zfBeNaemg|gn`fR@dMljns7SsAfu3N`MZH+YO?T~CAROmTw;C4QSwp*LIBb{&rPWlNIq{k6NbD8pdo|>#*%bZF>KyVg zgM2OYb)qf}v=e>q%U7f$@O7m`9fwtAgNFJbZ~E&ak%z1Xm)YuKBHd=3D8MudJ~|iWPPZ<~W;LY!JlI(JCGV5u8D7$*BK?WT@7o`$ zBvn(s`=LD|yCIvb4Cr}T_fPlt)pBVRvxIsJ+J-C+Mz4E#2pc^9ePY|pywkM=kf!?w zO;{%!SEXDC#nGl4Dh^QrSW@@!h&Aq_-?j+a>nrU;an_mlaFQE~*-DhsCF}KCs=4YiK zCb=H?{IA1pogsjc5-YMG+k)z0W@e@n;y>}=-=5T0>Y$7f5R&|>4>922k@6PMdO1Hl z6KqijJkUYLV3wQSo-)xCi~IB~C^gV+!3i1RI64#2Rk;p#Xy(t6l#d~g^$kAOYa=ug z=-%Cy${^$qhU*;sjGM2Xl*i`5Qz(E}IGn@I)&4#04c!$beQkwWDUulsP@D%c1LP^h zmpb}D_hE7K;k2_m+jG_sO=y-#mxQC@YfF&ir%QT#Ry8LhmtG;qtad!S;4wE*Dn&C? zcnWCd_9gNJm~T{yRgxB z$UIA;_~1cVN$G--A>zlS7;M(5cT-0Dw(}^1hu@(6y%T6wN)Oqb6fV}}ceZw3g$qMU zPrK;^C+-^afDMj|yXF`dpzJAx1td#$$ni-T`C{NsRMUoccnPDpBl05cz?n0^0*i>D z>J-&jSlA`3B8!a#*@CVPV4VOFt5qLi$?e>>`rlB}qrXR^I%q~#XKZBjNxc#GJr&Ni zQaCUZ;915z$5z0AU%(TKhT(H8&n4qjE{Qx!c7-GN2i_-tJ~D1YUdK9vwIGP#c|vQ> z_3Bx{B)A#3GXb=nduyN)VbF=#(TvigmdI=F1SSYNQDcPP>3uzn1jwl!zDJS#1&r^vC5KHkNN2oP7a%dN+^Z$ArR{;xQA_91i7 zG6deu&Q#@o$Tao*hrgDfA{1(gnuMg0^+h@F(_@c$-V9VP(Z~N_ukkU>B#o*0?Nf2pzsQ?z&MY^S_&o%qMn6qfmYZ$rj>Cd zIVLqmzVStmf+``GLDEpk<5v1LA3QGdY~p>0hn>87Njot34mp`N`JwD;)M8yf0_{wRA*EW0B~VNll3mjzso#5faj>bdzD7=xh|KESeX>6ZdTN@gjpK zZOPB!xsWj^I@sxxk=r`vPR(%6@zrdLKChSve)HDto5Zi>yf3p}11-Tnvy0b$G=I4T zvqtHA<*nak^}s?DWc!+I9tUYBDzBbYp{KvNl18Y$0JXxF(aHzuxKjsi{CFFIeyu_Z z%rfgn0al+ODrpWPPaq6#HK5qx7B}zcVcR`(froek_O@fls+YO@`zU(AR$)|k!WCsk zaOk2RbeEhdx}+7s)c(wqQzLadFz(`ydVglMaipY3={!u+_;`rloCyWYZ5Z-o`x1K7V;~4dBUdxeRS?U|v+K z?nrJe87l*j8PosC3Fb7cTNBG>t(4N7qAXZc#Y8lLjH&8TbYRc;aE_;1tH!BVJWc4p z`+c~MKom{Bm3Jz3vo~UUD^6ONp23qX$%muW#ZEDK$^TK~l@c;-h78^^m+z3bC^cpL z!n{(95_L87M3{0TmV#+8BPNfC`iu(chf0XDI4TY?!^s&qQo=`D$*=kgG`4(`f)+;FCeFVHkKRZ-usb<@nh=*7-g~u zc%R-J${V%46D03$OeCn_exCYHPuq7!8A2l@+L#(m}J>Fo0WD56|< z$mG~cW;(~M3C?kuH~R@2R%73)ccVz!!oj|GL}*jn1s#KTh%99XlN!u-isqCp7}c5~ z?CkKImTt!Xy4D>%j>MU(X>Mjvq2a8W*BN)uh;dctjSGT&WKYdaWES^M(ksMSF)y%r zJjkH+ocrtrsnl1DKuY)>PF+AimoE5GU{a$K@GoDCx_b~;v)z7iB8K9eCrVG;hA|^X z{g71nB=vdL2ZDGT%PxR(%nu*1#pnll(OkvqslJch^uHjoU=>?YR<^sqKxHvDfy07* zXF%8DGidC~9Dj!r1*V`H!~P3`&CGWbt2-%wsV&;x$;m^(C|v$J6M=Ro3wNG8FlPg$ zg@x>fS@fD%r68C78+a(BZzlV#!b~lT(ynH3x9>coU)$R*7>ZL|&8A&xs&)r&)yZ2r zBl==_L^P_(;_bXbR=DU$0V(^-?HH8w-N#WVkynSO`vX6t8g*Do{8p(gg4(@Dck;tx zXn+qtEte|S-Now0(-r~fl%27_yNVwiU_;M+>qF%d@s|G4ZBoUWZx8T}I6z(UfQU`Ymkk7UkSv)&$z<{CBV;KoNfT;04EOMv9 zAjhZ1cI56IQ@?78U?@X>?z6^|Iu|?hFW}Ar$tsW?>1HKH*_mU2FWh%p{budLG>`O-gPrD`y5mlI%?F;?%8RTQa=Lr z#eG7EXX9hf&sFSu(S_6QMRfs3y6wcPq-EY2Z~xijFsp~Znd4r9LNqaCC~_S6>)Sr4 zSw9IVeX-+G=S-3O`Wty3l^FaYIs7et1Q&DLc-{d z)8f|WuT>}ZFf19K8R=I!5&wQMlUuY7#ku{vJ5izGbBCoe}AUkW3F8S3Vag>JJ$jV{PAOo$vcwC3SL(pv-HI2q6eoR5)uS= zP7OpJE>Zyl?!7*!WUmrBLXYrla!qbGx$pdG^!&vPljD3eGz~mxG{ZBv{CV1z_2u?M zXHE+xObis8tOZ{_2qI2H{#e1R7nh(v9L)XDgE8Fi{-f%R6)EvEPgn1Wf4gwaZz1hN zJ?3o8SD7sm9CrQ77c7}-uAM&8Wgl6@fD&5L0*?siON1#SN#bt4iV8d`nlZt_w254< zYk&seU`h1B2Xa8`@MVqv6m%v0Kdik6Jk@{yKU~PlUdi4?_OZ#H*&|70AA4jIiR>sN za;$_%At5Wt%E~dzmOV40P{#jt>ifNZ*L6Lv-|xPE_y6uY!Z`=$Gv4pl^Yt7rW+IyB zG&p3jGg^eXDA0{r=}2q}D$HDOH5z4r3EjeSxD*Xpiy`44w#cOiuju(XaSq)3O0@N~ z4-bwWM+H_LyemZszO-~W(A50K*;#{iOSRua1VNcL-DW!neUDOIZI8eq%^bS#wc+H_ zdv(aJ;d#r~UUqo04fQq)U>;0oA{RB36{J_3Zr944YxTf#j0Udz!~D%*tuzeRjVA?! z71OulqJCSrUn2F%Hhj=pFWd*Z==5OKncs^(I88RpCk*cJ1w$|}exki&^!?C*YJ*20pAi#)UW|JA@+Iu!(GSR< z%|qR+)@vpL#-2JLHUSLUb&h4Tt zPMuRgbAOTqLY5z}J?Z7$K0u%Xqk`;TOP_-o(899n*MNEzER8gq$0y>A;m@8#yRB;} z(GHzKK&d>U|LqZd3Q{LSEdI?mQG~TUXsZbr=sHrbitRY;v|;=QdcA7Q!H=k6Se^ES zXx-T%9)5IdekUPD5?#>=K#my#A-DjF3XTJNl{Nrnd0JvoC8ID{Rk$FAOO+5K|Dx2? z)V$6j^=a$3U&x9Ebi%JO3&(2yyrJPpGRg~dd9 znLA^Ua^A~iB+#zW!Sy#r2SH#Vhu2)c)+c2r&?>j~#ASCzU{7hy_BZ=;;fI`-ap!Q(*Q02v1Y2Z}i>&JHT)0C<#I!c{-k~g?=;KU(S1I zf;AZr==hNw+#Fe%9`*?jjw9b&bqmrXMY8aEBUUa}dHA8|1tl?=q?&h+sa_Bxu*J%3 z<<(Y`aO10B1mpyHz1V!K*&!xUlzi!N1KzJfXoER8rM9Wc2ZLCh$bulIMh^;uL`2~? zi`(m>4{q77X*&02h(F{81&GtlsF6d~^Z*bd)Mdh=CnewQ~=ll82Vkz^|x5k zROVf76^9rHl?CD|3!FtUJu6jH2Q_n;0Yj}ibezSNwcvv{Zg&o?X6sW0hIz_7C1yDH;g7hy@6<)%ff)*Or4aO9*>+ zdc0-0J38w;`=gLwv%U~!&qR2ucgK0B?XF1&Y};Bhf&9DZ(V^x$ns793UcCyMW}XRQ z!`8JXoK~s{30(46bI6i(^=C_uK|am|7D4rb8e#D{F7Ulu@S~~vwFm^8gCJ;`;TGGO z^ENy|=k%Bk)7vz{Ia{PWBvsA)r-rCc2S8q@fzOV#(^m`pRLL9cWpuE5eh22}I#paL z)`ZE;4o}v4?6fY2p#3uxhfCdT)x6mDpfnOxW)0K|by=)*yz-MNTR`=qEne1@S6Oh8 z+JN*yut#VZvGDBi&Dfi=Zx~e{hu}95kw7~RE%)duqP97#r#HiHaYWRRCV!c3KmGhW zgco6ppm%x9Ga;xHv_5ydLepb=*y_E5Wm1E%Mc`C&Vh{I`FU*fliVld4DXT<*|&K$@5%N>7C?+5&fTk0i;2#L(4G2Ax#hzQys(< zHQL5Z-1SoN8h9ljRrjWq%iy(^T7eyAm?Hc~%q<)2eBl|iHW~3yeCW9nR9*Ec5v;+i zi^dWIdzDhKfF}SJ4^u;_{}QcD-3%`#(2fSHQp}(_w(YTrS>jG z%PE*L)E`sk89>c=Mf>xIC2ad=Ti>#>Y{L0%r(ZaLpqcP~>m`GDC4|sV3O{!o*b4&f zkLQzh_bXuOjPqy?CleRERb9OdV5I#4k%7aaXN1<*@=eZXvnU-_5#G^7z%(;4dg>R( z{icEoL805}FMsF5$dqjysMP!Tpp_cWN<{g%EeI$eB&F$fTNrKTsa}Bm2Noa5*9cA5 z$Ppvs9Gztvra{AI_cg~F)?rX-R>M%QqoimD3AevDp1#|3j_?+}Fp{dblN zT>_(Anis;cH7$s^wEw&*Ht8dlGiVuq^$aC_5yM$i9bS=VY`~*eN``n|D#l({Mg6Ko zHjgB$c*!t6x)(}7jTQ+b3@bLy)66+O7Eb0BRou%|q8QFCWLMA(xkqD9Nb&<{&N!ya zbr8<~DlQynE?9C8DD^TW!7~_2{SjbuVrr6st)ix?VkVxg?<21~2xa&ab&SP%)y$e|Popr=2nMm~!R#n><3d}ED z$aE7+uRrL?`~*CD=nITQ{p~bHq7H;e3r;#WeaghcJ?rvCpwYQs=|E=gs>|~8N}KcN zk-zZjwm^?(Mey2zD|{Ase8DF>f%F)zA0f7E#c9)!E9*s(9KxKj$b!{1 zr;*i~@cGaSY^-Wd1tTZ43Ob>)e=F1peoB6cuRpwDf^OX^eDw4rJfzGH##$BM{h}9t zERWE-nbqjs?b5>*jpKhnK=Rt<{oyywtaTV~K4Wc{lSy-0)*|F`CG_)S>Mk4QqGZJo&8z3dR#{;~aD z0cW8|Kek{7*W9v zkT*uV^mJ*~TPFR*xJyu=CqPup!zdHFLqbUL90q#i9qY326qaq9fsZF0G3mx;F$=_mp%56X(ud3Ca)O)J+0LY+P>QAFzN&O3Wj za%oL>kpuI)P%KqPepq-Wvg7HM+|Ib+ce*^Ec zYDBzXo>IjigWR3^j>kP+AOqBU4QkvEH{zj;-T;Fcklv8}56hyCdJo`d)*Dx^eg=YE zu^bF(K2QRJ4POS#)UAZYfU)cAWvT<|Ydww+51^ZW&BzF*8FM->g31iT2mABuUunB{ zKf89OCK(ki+4Auf3@8*3dIV6aC=%(t^a zw^iwg#sT4*$UTDoxpivyBMVhDEUu_GTd+KpcSDEZT;-7D+(h0+sMI(#1hFbY!3kx{ za|rSnmt>$oRf@Dqp?}Pqj_F;L;J((4AlY_W1Z^i13>KJtGrtME>1rk@_Ujl13J+Iw zLm=cV-S!^mD<5iN{*c}*X>mhQK(x&=1t{XvT)aohyVzYK;a28?O2+7LMowMHo9J-o zWDNp+rK}xzgMI~>fR_k)8N`%;xlaSV-eUh^XlpJCW5r)Rc>Mk_f*Phy2ME2&rp5qr zh<7^yNS-N~T+s@1E9T5OYbR8maZN=js8c z?wMw#!nWM;Oo#=4g&joG?=;vQcJI9QSO_S{e>=-T20Aib7Q}Hu<^kmQFgSs3ooK5# zee{{;xlV>xNZ^i>Ki`eBsG*-o?-^|fzHLhnsbFUw0?5asIqs3(>~KYX?p}7yPMLLH z1X9mR}tEoJW?2%yr&gg*m3fD}u6&LJT4fWQG^hnlWctd2G#=1^;sL zD9Z<_acHifm>irMwwlix*$j3^$`digUC)xWZpANv@s|nQ-yVt1q#wZeH1>yD<#28= zj(AkDB)0=}_F_ytwY7<*FI?Cw1^|MtFbG1oKG*$J3o&iqX)Xl;d4GZaun!1HOj`*6 z&whsL3Yb-v;86Zdypc9kwhpfR2(eb|u))CXSr`n>>7hg37jZLSA>}=c|LuqwsPo%w z0CPA7kPDdCg}<2PmA!7%04RvnDz#n#@Hj-5Es?36F0eUPUihwS1)VG2(2X|ee(X~s z8j>mbWd^L0B~}D~B_40Jkmg~Fo7HIFy_du2Lg3TPrCW{1a3{$3WOkjrKlvpmR!o`Fd~v!Z z?92x$^(Kq2)0Cvc-Owc%TqrIrbt6iTDPs1Kr;oHxMje5ITR&FiZU00wZT?{TRYYEO zfN^Xw>bW30Uu7N~r4NL8?$VNyxuC&WExyGup!2R_yI1yCcQ1Ct3{HLuG4a>lu^gxz z0&PJzvMFEpvIW{QgyXW-$18X9-4d8C2XYK1G9X)~eSX7ms4%COFouc0VYrlj*lJ%W zEHG`QD6)&|sZK2UNorD&Pl$W@>j)G^K4E4d9o{*ky~yHow@y{yiN1u^+hf)T48W6*5 z4eJr>)c4?Pv3yQ5E;~GwQ;to^=ob{qtnxDTV`Jky642#(QD6NQL>e(4aOR}fiGw0Nc zQxNwjgkjQ4^FMLq86v=u*Z8F|Cop>Ryz~9BR?%yncFow>y43y(6kfTHbzKFxxwlE1 z9ydL;&kktAz;oF7qw|&z>qntWk?Fl_!UYzce*G?}-?~OVjaq8O>fxJZDR+MQ5}l61 zuu!(>aQ0;NU%^SuTW3w)`j+%?ug7sEDQhWdg+D`6?OqjQ34CPR!a^aG|Dv(WI@JFn zXjD@&)$LO#9Q`6=4!Qq=>Nj9Vs9*$15DOn=GnhYX6|ky1yVxVH6$-61Dj8k-&6me3 z5vdct<>%Gi*l{6BCn(bL_X7R8sQt8xbHN7RsrW|k3$fG>b}yIcz+^HlZ`^a|1aiaI zGQVXdh(0Cgf2xFcqE~~wVx)$vxRy?!b|d?2HcPjnYq!ItGd*wf^L_!k({Ml6uk;H< z*)o6_+8+J&9<_jJV@SQr(acS<7F(}2@xTzDvlLvfot3lO6TcaB%Nb{MII8Q(aZ;4G zN(>0vTlFH6ESH;_`|UB|2cw?fe|ety5vSGg7j{o4c*PL12k0?Ttn$!hwrc0Xz135T zl!kQokj*7FC9u)OZL_UxeV^v`xbVWEfH^~jbcSpP`#o#fCh#%l7rH3QNS<+hJ#1~f z&Rrj5zeM{qi@An}E*Di+eO@-nU!|PfVG%~Xw@Jk@NE#H##Icw1aecy3(2y$~ zbqP;7lHYxrrapd)I!3@Z-Kk3J+9LttT-wN&gU2f zQ)eHo2xV0)2~U;VBpo&x^&m#&ex+3v`*!4<&`*`oJ{%-J5{VIG2gC^$t@hC?2z-n%v z_)pxrG~0jT)@PNTesntgcnUTeX(FDU?6mXWT?g)-2iwT8>Qb+f(O)dJrcKOlU~3DL zOg{SQ#dPjld>3fajS_X8xNySdj%siI>A;2#XT z9joA4ss=*8x44%iiQ-+L%Bdb7wtK(w5+N%pkM~|=A22yuDhq#f0FYjjsD595`i^7( zu^ujx3Qd(kc$}UbpFu?FlTJ_(FDK+BDLLa^(cfyA(EiBC`7(wGl-10(Y!WprmiE32 zVT^WNs{i2C{r|zM8$I^rWpDXbs)wKUo$z*{{#`woeR54;obzfqzg%|D!zgtC1R1y zL1-fsbn6mk9SZyjL!FPnC7yJiB}NM_mQJa+bPX5ySp%kH)H@Q>xqEn36AW`|))UkU zwk|+}>&^o|c7YQbV}#Hlw;frF)~mS0YZk#N)P3|X`k5UfJ8#QFRca~LPMUPe-OlR5^nw@nOJ7{vI*<|&3Wd#-bM=Q_3^Mmc&z?rU#hC{aTF{ER7PydJOa$|+6|-*Iy|?w;;n9lY(*!pY^=9PlJmv9 zN31VtEsn!|u7x-7&4q`1F8fTJs+Pvs;3LMkKa{%_SR5{TRaPlM zcIGJ8rKGat?c!&@@xA@Zz%yPNlHAb_q#y~VPlR2@G;jqDbIfqZ(o-6S|r+_ zE8rcTMZ9y@p=+T_kYMqDU=5CQlRu7g%R7b!IULKR;~buH zO7>)pOdl|uBid_lIRqT0AJ}r@XI=Rr_R)Z(diKIV8s}rcRP(Q_J1(&XX9VKu zP|=wplKnz#+F1w1eK#c0T3;rgY)|i|eg}JyMinUfmY1HLyU$uEB8(t^j`|~`|BG;! zciYd1EMH34K+O3Z(_sBgw=d+afFBL+#E{ij%FVPH7{1+w4#T%gZ-M39>>qr4_q~7S z+u^PUzCFMPYke+Ahzn($4On{FWjXa2moEzT@l#xcX4r)obu>E$&qG=cODRq0qlg-q zL)$=Zatv zHLzwKo4K<11t7@xtRIo5(3kF?@yBtYJh3^~>Fw_Y3dEjsp^A5IvO6?;Dn;x%d_z7R)^1`gEJ(%1Og z_-Y75D1n=n7)%RX|M>~0(EeR`J<@I>Z{lk@w?#4l5)q}Yt?h-3-s2xCc`M}lhz0Bl zR-8NC98##`hxZCtK}b)PeA^shrMe0TUjr=6wf{i)RN?SI@+wA8{|VBx{5570Df2q- z;$bpl0B_=AP=3TS2$s}}B)z!4I2{6G0=Rw@-UiggA-~qE6EcC9?C^z>6Pg&@9GG7IHABM+!2IBm zvFqBof&1+}G5aIH`>=k(&b$iR^v?9!x;o5BTBg;%0@t(OZa1-70aHqm;nQm9OMSm`G!Tm7bztZf> zQ6K^y9%TyJYJw|CdK7No#~t!(2=zhimMREcu1kaf?OWYRsBa&iAHbNya+;erZ}tf9 z0X^1dx)kU2unun((^dTl;3lgFB+G(vX9^q5#!K{;+CD-F_=c`kmRbtJc)>*evxWIM z=WXiYWr$tK@`8imss7|!pAu>C$8j3_09Z>qM!&rJkP{fzw00dH`LH@@5QJ zeXHu%WcuM53I?(YUlR1&Fzexh{#el3>-IDgAO~FVNEi}y&LD(Ss+6E~>~00yntCX( zOLo@48=Vc0(ur58hT-T^6-`cd0%HI%wMo-X|7O>bB913;7z+n-Ujw@?%Vi>)L}@$( zsN6$c^UB}UdVTtJb91zld|MXNGvW?N#fu&d{JyFZ0wZU}A=krdc7J;g#TWSY;M3B? zh$Q4eeys&r1r49+^g~#PTFr~zM(ZQ`-}u8M+7R=?mVNJ5GPkn;=@miUPvKaRyv??& zg}g`g6@qD8ZR*m}w;E92K=2_p%}CcZ-IVru1*6dT35YC>P4_xwDGIVKJJ^$5>VLOh zjJag!7mt+3q6ZXov<9`#Dct|!Ci`7d+*fdw(ue;5qe`6t?H~ru!~EQ}@#;-z`D5Tb zhzuYTo-9PKr4sPxE=(tm(ZC_a*SWOF{WqKkcKy@^DoK4)n9K~ykhMpPzq?j?S2I5p z5vD+J^E!ww&JJCC5m^5dbSYU%3}?XMG_PxP^MuN_tKjYSO5u}l7mz_0E?j0A;W(`I zT^~~(3gJX7Zzv5zxcC1 zlz6{;nRW+EA1a0wB9(k!5s)#ue?`4D0{Yu=nUX0dW6rPor*GvN(4Gl0fy>CI3v4mz z!%Y{MN>RYO=T&%srWH1Uw4eHTl~(>@L+2l)B+G(0@5`AGRd?|xKQrkC{^0mhv)bmr zaD2amj!D{1V#7A{>wX2~2*%+!*(s4~;q*fU!R2xWbT~8Xl>gfG!~Tsea&koxyrGX+Ruq z^i92et72w!!AY^K2)zDFdzT!9*)>V@hL;zV?%X0QFh3zvYlm}pqy!Lh;SHz`GqnTH zLjbhSi&FabmnfH)uw=D-yIyWfz=ON_4OS5;(mJV^bznVS+J$+koQb~a`-u0xFHdT> z*=R8BAH$mLv%xKt!;(G>{y%qDu3o)L+gxK;;L)c0j8Cgzx=korZ!KNa+0vt{HWyWy zmqy8tEhTAS`A+b4$jPy%V?i|X%3bosORIle=5a+~n=J>T@yYm_kv?gXUdSu8TMZ?b zu)cwBV`d3FArxQeI798S^`81iUjA-Mu>$FKgPr$dc+WLU-z|!3i?U$(YMps~KD85; z&|1IEo3y#*#HY$v#2xVm_O^no?#TQ07443lAG3x2Dl}SVm9fE1@@#p*a2#W8W1bae zK=PmH8KYrbGu?w+(7U6chd7^~*Dj2LI^yPN6U#SdvP|i!S_#90H#d%Yv;9Ia5J=#Tpgy#H|Bz1SJ4z+tU^H8kY|);3kc@lWS}NZmW0d~6N0|!LrD8E^aUUVeE91JI)U&HCcf8D_?|-Zs|M=UzeH?QIj` z0oRLp+sg#F61u|0#T7(Mgm78#?%yf}Mmit0{s!E1Il)=cAwE zP&ijBSg96%>)uy8f z1w>b)N}ejU|3mgpL5PvP7fEg6My5W|p7`--j1udNI#+V{-SbzfViYaumvLJ{Z?qG} z(E^u-JN>oEa9YO*B+zKWW!B7ZhmGz~Yk?Gmk|0g zmo=T>cE${Q%(Z;FP$bkFC?C)eM~*9qI}JL!T}`%J6vgX)%RWv| zvvKPwuL6Sq5w%~Ek;iu7Ers;6Li%Erq|ScEudqmub4#j$DW2F=JLeKBa8i-Qcp5xX@+$ zbPh$KG7NnV;aht{v+`UznH^Yjf%hnk@s2ErUl1EUIj@WWqu=5a{_hX(eE27V{S8zm zAb7`sa-@pNnL+)QaY8QZxarNUJ+k|x!;uVgCm;iutI{4uay5JzA4vPh>ykdB7CZU)9E`PJ3NC----Cp}X(^guYq`~`4#3d-G_igoiy3(KLzBd%QD)(FD9-4jmb}lD2Gob~N{L-_ks#F`Y zU}4(|=R26=Y@;9((fH<$2h6rd-u(xeZu0HF$aIN{e~{_WkNP*{t@Q4Ei~VmdeZyv% zR0I?C2DFuM#vGo;T^LRu!7VB(@wKOXs>Qu}ws8sLPOtM`NqRo6#F-v*YYAfBeqNpK z_)Fz((|tX`+*POJk?nw%%<_|amWzNq4zmW0Un&aOb|ff|HTyAjK|8mzP8-I`a*Ig! zJGS^eo&S9fXl(x@(xyGYguJ0%j8|l-b`L&-W>3Cg;vGnQk`R>t{{y!`;Y zUDtWLo9PvzQ}{PC@+Pa?ryeMPxBq-;(gopq_XqvK>tmu5qFUE^p2BBIlKo#L27r^Z zJ@M_h=dAZnV)v-`f5h%soC+Zce0Y+sLaq+zPn)uk15L3(VWi?~Z7Up8vC->oxkx*F zcm53VL}D?{Q})g;ND`${oqM>XYdh8?D(=kNrfbI5pWJ@1gF;L(Uv?+xnT}M@y1FY2yw_I@uOL3$`};yb5fZ) z;}k1i!Z)QNy;%3X`Q;tmAIS|<-a|K?du25P?p&L!Kn}t7yNKG$GOVpTWtTENHEK`? zT2=_kM6_G~m>-i>8`OG~^!8rMWdVGl$#=0t`N-V43M(4r3Zsp3`x{tBGRVs?0Aa!< z5j|ulwg#}CV2Q3a#C^2_iPeH*X!pS3f^K} z2={be9BD=P%FOnR)NY7)xmX9cMS1O=@%Hr<)=|_at9HTuh(_W}6dho7)tkn}#R=MU zN)x-HStsQm440U{9lB2g_IUeVrj3(@LPsYjAOPt?>IwnZJ3BjjRoAhQu-$IJ78o69 zhn`KK{RT*Um!X}Zs(9R8t-)nUpEc_tO36sJ8hL}%5Y-gFoOn+!`}XF$;dtEZ(foa@ zo106E(%7Fx=}MX#l|!AUQ(B<#>uwfDPrSQbU2B?pg2g*u>?3d;;d<6d0^0gpVz+Y_ z^Io@psLtviPDJK@fI%CB>mdj06T>d9uG*zLH$$il+{zyLcly*|4Svy^#vZjjy{43^ zv0HZkb=;*uFhp%C=iub%EHCI!I|yv_!5=ck7kA<$8FcG=p!Q1Eb@>HnM;|bKUKGXK z9BGM^)22qVaWtnr&wLI$r6^Rd(dR#}#P% z+^~p*nzvxWEkXDpHlX^F30ajT2DDhi@zv6~!^vjU;m5EsI2Mp8hO?uo6r(-zQHuEF4@3;{S(_98 zH%~4~MS|OVFN=tsot^rQw~m<0$lW+%V&bdf^Z*~*f$+Np-9X3zIR>mnAQTl9Mege1 zu?1&EH~I&JVDEna&L|tS4<(u;b1>k7?Cfl~;u;c)?_1shD;%_}c7Oahh9-a{J2PP;3cX>Ck zDGfO1<)%C@T{X?)Nw0+@yKBTRzEB4mT|;0b^4x|6HCI0#gI(}7{SK6fRhn)|H{5C$ z0EE7AD4RDYRt_DX0#e$~Jvw`mzgEMer8&@+98ZdO?|#iQ#$gN(U8^ zxu~%{X&>{jo}77fLt~)MNCg4r0Jr&_ALH)!k#awm^RCEVzR-R3jmQo-2avd9_cdk zTwPmXHPT1uzuDh~sQv-ssO^;)D=#mE(#5nk5G|v+(y|x?6w$UK>aXe7!8k)CZs-O6 z)?$4Cm=zAsukG6PAwO<6h;t#ga?o`%LrTG5cqDrLYAvZ41%3fVhOf5p+d!w-64{*0 zF)vp?kxP|4l=ltdYo5^gbxsBCXe0go{YUQO%6Wr)0EFOQH#gg-M6S5MU9W;>s>+da z+7N^kOqlykMsPhGh#dS0GP7BQ8th+G*iWV*()<0~18Fi!zYMvMV`xged#fV414)F6 z#)+}!)WQ~qhC2YlQc8`EpInv=_VDO?+iGfLVbKf8Z@&gd>H`p)@_rcM@?i|q)O~`7 z^fSwY2gzgmkRTt>4~79^HA^68I0Krn?jB9__n*cn;me6X9t`Try}^I3?uE$dgN9k8 zcsgW5TjvU3f*8)yUM;J`vpG&wV^YxHal3e9(H`WjTPbAGc#~eem!na`M^F4`34C?G zJf|`}EjI*tjOc`_sw&61t@{_83nb4%AnHPh0;2yrJL$!i#{JF%Qi1A=AM(FHFGI4m zFcjr5`ph(+LDKq+-|wV30%AANi=imaaI--o-AjaoDv~|46aw4}%KJw~maBMmVPt`c z&-Z8^t;Dp0B@*?zGv$^|Vcy6eQT=`X?;Jel102DyyMF+!gl&88zO+Fthq(P;pmd2t zqM0{Nxt)=&s1!&OAiFrs=M$P>%J7o5-(lZ(h6}>mF;{+nATaM8NqC<`504WpI25Ys z-?a`wGXB8wGtj@J_r?xt1@Q)+cdy@84XmfTb`5de7+^aI?-L;O*=)A>-$PbzaiZ7a z`!dfsh~(GJZ99xNqO+i9#??OpiQP8 z%pQ*I5f8`exLBZ%`JorUM85UnMJrTcTh#2^y1F#N9|wS0%t{({WlAeIX&-3+LFvs= z7M45KYuDFOG{C>2t4m4*v2aQ(838fxKVN=?-AyWT!-&UkgUHTvz9TU-^z`m`qJZV6 zQO%pWuI^4wu{Xm6?rD zjNLvIV$ODRqQZ}9TvPlgfks#WC)133o}bX*GowPwD$j@2b=Aew+4c8DYe6DhS-HQ` zr$bmSu4{!OG>hV-8|9Bh(6(nInrlXXK`D72&3JT)5_S&n%^PHZ&x0{J3L}^umzMm)fTw>f(wWQHg_y z*Z3f%8lPUZWW9`(R2_6TagpmemrhMcAuVBpx>joT+G9U(i>ij=v&di@lK2yuZ$N+O z6pqQ>V(*hp+%c*$=||~I%ujm9E^$sx-H=pWRzzk|Yxil5j5ElVZ^!P2$RqaF$J=G< z_h;`9Ej(p}Skw5Kp{6r`U&frGgLK>?Uia_$eBCIer0?BzQ*5DFm%4n5@XLMV*_P)h zF$C6|7-Zbk$Fb;_C|p@*KR@wwK`k@79f)bz<*F?20LZUS|Y0@msLS02%D>0@1 ztkqf%LNa>d;PV1k?P9oGsE21uii#AlWrFt0-p+N3463@AS@z}&Z&>XsT?c0UZKxRG z{P%3$HY^cJX7Rw7Jl%sa6hr7XQQQk>t}&LbRRFm+Ylv&d@1!>VebuEQbMsMJ5);E(K&tN{ZWcySN1zP>k!9tx-^{qsYpbi} z`foum5~%xnyBqHCK!TDAk9Ne2nHuvpWY6TcwIlSeXhrBW-A4`@9Q2Spj)i(<;KWCv z%4!u6=Ezk}r`;oJbnA)irR!g_9SipO2>Y}ilz{m{Ffhi3Js{qm3B+A99WxI}h?MD@ zraCj6E|D%pIvhqV!TQ0DSt8Sr&F!|V@`P^jjhdyBRJkaz(uMelf~>#Ta&jg#{krNG z#AOhZn~mlNC@EoY+>0cjj(1kzv;tvcy`&cJyqpx;c4x8g@@7)}*?!k*g^$luI z3J{jO=0D2^GZFjq+(a-?{Q;3hy?#54;a;LA9ZJyL)?Y2YnswF^st*my`Z3 zNv2?~%E$hbZd+p=R}Qk!T! z5NM=|Ko2~~xI#-yYl)-Irlcr>xa@YVWv`W;mxMQf-ZLMWj<`=VKiN0o+rh51pPcS^ z?@qR#O-6|3OO(U$BjIQ(Z=uMK(9-)rRKt&0#YPK`ETx%G@iKCJz93v^-BVG3~V&7BQqiZ*F(~4eJoH*8yM{o!RGh!8j@R&J@_l7q5C~wGT&-x16NoAK$K4-z zN<%ru^BLffeW#(&FLZyMmF{ebRhK9Kmr3^?SGS^WGuk~Y_JVcZ`=wgXi5BlpOQ%QN z^=&=$ig^Ea2!BzW^9&#P_oh^a`8UQdCel|ng1>;-aDwxBY)NZ0BF3wBr{^>( zDonf_#d7g(iL1`dJ$f|MbKodhDIi)5r7>Q-UKEG)^f}$dV|Av6@7ZktF@sI%s0X9T z&c7J6;g;JVA=#^EY4zUY5l;B+xXY+k5z$=Wzg@*C|G{R+hCwrx_jL#IYXKL3VR#YB zqcriCxc5M?lwY07N4z%sH>qz(NlC{OwI?=KkJr}Mwbh0ycanakZxE)Eb(Nr2V(i!a zTeDt!O*$e2{{qSwMTMm6&>>!G1{%LcO`Ap!e#yJYv4;BjtjMZGAivwc!UbIKppV9Z z8Jw(pC*KD93}$ur9;wsXfH%+gp|%o(@{b_Ao8`|Qnwy({LEYBY)-KyiNRZocO(Gak zEtD`rE8~Sj#o1zn^k5IPCVFHK`c^lQ4n^-!nl3y-%a3E%)BM?#i;M(JP6_I}1T}&t zU-ayh2qvUq(TQCBdYCh%+ECr&V$?)f`Z)kPUy!<=f<#hl_Nx#-r3SPbuz5-5P#3Ble0`r%KXm2bym7HflaToSzDzJ%it9mcS`dy?!FrJ{%KtYfE+mBbznHvksBPut%z}^*gr9C8@ZZm27ZMd0`qwe+>lwjXSM3c^)Q|7J%m`g5H<`1xU>2SB!ekQS(-nV?uf4k^yAGB^y5=hd*-bN>VG2t zRc95Jq|xy+(DvOjwmXT=ly%NGZ-0?&kEtT^)4%+2GaH6aVNdo%#|hKimLx3iad`2R z<&}J@*3@a^b6-quSvGr*?vszNF3{Qyn%%b~`1l+q^xKWB7yAjVZj7xrfKM-EGBV2+OV2 zjL_{V!+1WK2gh8-xg5mOd4>z8Y-1-1BkXDtm25q??y#sE^(8FaTP5=mzxcXhmrm@d z7;#k2ovfblDRMX;f(6-5@)8*43GYb?wWMX7@aTLSaV{c9aD zXJ}=M$NT-_=uBd?5d*6WdHaDmcs8%CJGP1#MOc|5MrqWTiFKI=seHTMe@%N*w%3x` z67M!lN(?R+ahH>?R~Qs|*_U#|pa$aww*3_@(`=VFY z1)FekUHu(>4&PrTU(>67B_yefb%QU&L)zu;%>o364;o1ABUvelKEXX<5F zX!!k_L8=gXWkP}|TQ^vd%s(*k`Rvb+)pWzug)$E(NOq@Eyv9xLOw?udv^gCRy<;pH z31<{kWPIhUke3_&#zAsFZE)pQnq9xDv}j>!%l!^lm9Zd>E!B+i1e5(PUDIgoJ^pvk zs|K^_<0ttS*SF`Z57aAv@b^EGZubx(l`PMaR$(=D`_(8sY*H{rR!nS&!#H!fwot~$Zt0+yPSMbd4Bekow&7}2m z*fTv3m*4M(JRCM;$k_44A(8ym$(4CJl-Z>9ic2oz8Kp7ucggCnXr9x-Qpq7eDwOG~ zxW(R=FBx`5DBSUMEv{%KyUm9O`1Pl1pc9#x7R9+xR+8EZCQPap3dqSpvxx z8o9-^J8cS=dD4~mC@+7LJL$tiZWpxF9r}r5bE10FnVvhG-4S53k>aE74{(Spyf$0u zSD2nne3X4b)JfW3g;hAa;29g$pvJEG#auW}tpRK;ZFBLZg)&!e;o~v7YgkwfK8V*7 zsf;_3ZY3Jqws&ZM@{}<|)fI2<&gS*c^6o-(4^)axMPhvGRb16hshuO~ea&i@BUR-R zGLn1l_{d(Sa*oe<4PTM#!6ZtMdX%X=y_5!hY2>nIcICi>Y8F1Sd2XtlLd7-R?Cc6x zF09$I=P5DVv61`dqaZZzzgvp`ejrXF1pEDp3hjU1=YH=r?$%DkgfcP$Mgbmn0w%iF zPIfll0){@;-k8rdT&?Ww1g<&SdONWEKkajBo>l<@+E(7)b~j)HgMZ9f1QZ>;z4Yun zmE2uD+}-Tlyjdg!G~B%HJU!f9ti0`5kX9~UcK^dphY*+ew~a1MKOXdJksn!!uCU;Q zS>m^`5H;se#XcqLdP)_`N>#t{LTC76iKdM7%gU46X$7*uo@=eXgQtG~*@}=@QZ%_E z%VTv!w$dcC|AU>*HI3WqTR~M6y+M3RgOlZ0A(LNS;4Ok}_3(=~SN+qrN9LBIox(pf z;CFQ8Kj9nZOMvqF|YT+y6%FPdgSNv6^>_=J2 zdq?AB*U!(0a5e9((Q`G&U{R(u;&2HbdxT_Rx|X56AvG&8H%!q{(gp*|G< z|GsV!5(ucK{=DSR7sN$b5bz)7m47`$1fC)CPhWuVi}>@s;rr=%y4x7qdEXGwQ&tr) zvh(-;^D4zZe<}U>3ualuQ?>1E9jz4I{r_D0l461^q9T|ZKndOs91Jh`F@KJSny0&u z2mFS=Z@1r{2p9?&d0M%7d0-BkO@M%sp@6cTucM8fftn(GXCo_XFL;Wfx2KPd_n$-S z#Ud$&xi9S8Y=7Uqf4=wMH}d~bIEn~L{_FjOHgR)6a0Pn#GA8$KC!vj7n>C)g-v9Yc<^7)5 z`*xki6ylzdrl#rj{+BjfkxF7xr5w*n1{|zV%VeT-N)tu4QZx$J#Tq!CCUgisI~&D4 z=VFCTKSh>w9qWRM;)RiqcQ(z%7HdDs?o8Mlx(WNDy)w-8y*l4~n7|XeGr5@+_x5$y zJIfSfD*Y0x67t0xg3pgEJ?avyC?n5i<2h(_xiov7FP9{?zm{JmDT-+GN}1F`e&YQ8 zjL}8G`?1NV>oM`UroWUcrndNB?#14)-j1l5G-#3MEZ6A7wv~N#`rS)hD#Hf+lAYV; z^6XM|)C)9UO&kx2m5v8VSa&(-^J?4m zhMmu*KmXyQ64t~cJZl?eCt15MbJY5USoMCn*+dX+-1|u#Jp1I)&p`$^`4;c(2rz4= zOPTX_txRrQNqEs>mvWKJBpH|RW$=I^9fx-PVs-=fdWEx_h^$m*tgJ{DcQL*Up+!z7 zk*b_fsf};=Ri`(l1Zop$YkT1LX0EJ!k#IwP=@%ukQzQGaug=siYcH`i$?)kHW!G8n z$av8+aJf|M3H7qiK6|>4GtO#yNgUFYn$#-zB(5S!ZN}x& znaVTSYFDh6D@65e7__afb?Twl4}FC#gyQarCm+Pw4F(*4m7Kczk?B?)nXX%)-Q|PC zM-75beBO6v$%}Nm32}%cG9=h|RBK4gZih6$2j`M66X6Dx^chBca@Cf*{IQ?ThSJkK5v2~-ZeJRUo$<8iOjf5TAzCE3Z|XG0_Od#ePN{e+a&XZx*EPpt z+ZCHyUo>3vT&nOTQ}xOB=yw{N%^_Cb-SoZJ`YIdKnS!gaoSokU*%oFMxt(BFKxLcWS97iNajB0+1)uSKqiGa3EiC4HXCc?X-mY**jZ!^8MC{@t z#|8~nHa2T7tW|@Uc7ryjS+5i(jUS@ia)f7;DFShv&yNV`eL2BhtJjR0(x3AEKb*Y< zP#jIvHoCY&Adui59A4ZtxVtS9V9{ONU4kVWfG5zpg zRzglzPtFG9VvT@${~Int*czLE)NGvX5U@{}N0?vWf43Tc7yhmTUa2T3D*%v?kO0ew z9q@Mp5G(KNU<&}Ks{_~&zyTA0hC~EFL8OonI{=9sfc77006+za;(yXQNG$)A2N?i} zb^xIMR~{hZ{O^W%^1pZg*BK=b>3=;j5Ba}yBgf{U{C65f{@>dW|7Qsx3&2E2$3REJ z#K6G7!otMHCC01P31)b# z2j);W$+h#=+G~eH3ejTgFwKcHHDYyOmFLC= zvgDx=HzYRz3bI%m8UPL2(s^jbMa7826DzAdk~}AEao+n$dE!nWOF<~Mmmn12MVwy9 z574nng`)CA>b6i?Rb^E3?xax%R0n2M+O4+1g-;sQ{0#**2UIlb!X{xJ(%H6kGC6L* zaibEoU?#`%MF6ZOezQA4FaDSr^PjGj%%QY{XG`c6L?z~OEqpDDCZ)*QGBzu8hQY+9tN&La~(^G#eJJ^jk ziPeMw3>;HrgPZ4<%KVY8z>qQh7Rg^o84Rf&(SWpm<}QrU)<3kA@nX`}ApV$blz~R9 zEln-puRnPHXQ!MYN*Fl`b8>Q-bCsgQv5uh0M&09v*=f^y zi>djB(49;ZT=qG++UU6um+c=e!Bc4B`9P~!BtNQiG;!zGLTgGvc|pPMkLoJtHI$T4 za1U7|z@8C0#Ae;K2d??#1fX`%x7O{-Qxw|NynBu@(933*?ZH*Qu&uX|U>}E{XJ5S# zt6~lroTQN9=UhiSjgw3}z#58)C3y_)GzthmMNg%F_sjH9PxOjf6FD|EnErm7Ma^e+ zEBw{ui|v7^0VE%9)QLaZUWbj$Nw#F2&D8mXf25L2g!l@x!em0PZ(*z0;JYkIQBF&# zCAIRFle8u*t=qM63`^oL#BhSk`5&7s>+Lx<`?jzoa37c>z0LbQM~~jVP=`@;H~E)q z9VzUNx8c=B?tS?^#S9X*x8;a*>o&+ci2Sp&?7)^eAhQL;_@8=#ybKTzbi{_NN$|6AU;rGK|+iZvqv1z5Ur;G z`ahSf4xtSVi$GK^`%xzQQ)&EB;*m=g{D29ROXUnp{^|CzCl+MWsTpb)8lmBRO)K5p zp)i7_q`B}E3E_(Qw?A!7omN=)KGvQH92#Z8XCK&+5)(cyJXIt*awSY`6LyhMgzuX+ zKQW0~Sq2VAQNyVD5CP?OB_iE85g$&)6)A&QFH~z<69_&Zi9f!v5Fr`6gJ^RLCGS#b z;6s|sR8?p5?Gtyz6K;*0a_3siAgWF@+OHLqqhv=Ns0`WP?VZF)H~a3YcZI~#@-pCl)6dpqND+6Vmc+u<@SGp=~(7zHValM>d_nLYyrZYDhsD84x=<0fMnAgdV z#@;H0D-Bv^o388r1Mew6U99IkrEg{&q<`_!)jAhf!tPnhT+I0L<73-D&*hFFw&Us5 z*5PLj)%_T)U1vY~3bB;~Ugy9fzoM45=4s1cugn``Fx@G9Jg76l3W{m+HhT|&ZP}-} zEblxLGE^a|*|tYw;eU3aS9r{7s!DoDiw#clufFkd838}hYheHkpfS3HuA+JctxEz6 zKp;yILY)yKWo~@AEVrL*54yfrhAWT?7|PZ*)l6H(PImVx_=Mk996>b&CSp<%o@5#l zB#as?~o};OKnGmJy&o*lcdiG8wUe^OU0``L;dw_y}1_9IPmLiimymf*pQG4 zVDjRb72x(>4RaTo%uSyb`_Bg}F9DKVW?)BElUJxjMOHubvf|0{iuH*lb!1)!A}nvf zTCj>PnGwGKzCUeeY?6O60Qn+ljwol z@cVmx&{fH2sHQDF3l0>1H}it`4!fO@j8K)M)rB zd^z-Hge|q_nuq@wf6ST;ar@4bOR;QePn}%5-?3RvvUe+WRP7Ji--B)?Z)LJPbT%tZ ztxx>?mt*wX&E)gqU(F^LHmYFI*SIOFI9^dn-mRE;?8^on9l*Sr{=!#z zsLLy#p46Fk&08K&^sezVHKw&Pha(OC0&*b3!Dc_n|D1le0}mPCs2_-uG4@ME-_71LFAR1JEO z7XnQbhPcIxmXc0^6}WNsakAgcVi%4(l$z>6+$xmSGX_Cx(9xnwD9pnprmw4}dtn~c z#Tna?$Wl=z_L{;}m6hwrTvK-yt}WLVt?X7k?kDDw0*Z+_#;9(zQZ08*a#tXW1`K$_ z{i^WGyy!lqc4uSNn8y{~Y>XkI8?7_uIthVl@hu?r@;LA8z7~CS=3hQF`w3SVk`bq7 zJNncrwa6I%XM6D4a#Ur$nf^6a+TfeuL+TW{n5WK54TWo|NG`p%wyW8jDCi6+LW*kw zlS{pz3a&#REY=s?%R58NJ@_TcD4`~2{fPoYPI|8$o5K;XY;M=vbNDWEJG+;zeipMU zy+VSZSJ@lp5d6s0$B=d_`SnGh-2L`E%khD5wRO?qcP3L#+1Sfai${8?@aZVa$Dsjd zAKdP_&-62P!eoGH(Aja%aeDfvlJA|RUX}GPC%>iGoT8%Lg18d{pYc3z%&DSqiCQJE z+wtlY0QxBVvKb~g-&$2QrVxdIW-bq*M^b?u>mV65yB}Lhm+I(Dks>MufRi{`3!ORq zMDYf%4d9=Z2q{T$XU{kr%V?Uw zG}uzhQGt?DA2xj%_zPx9APddM^BuwsPtb^9zwYIg6Vsr8I@MAA9w$Z$7$(hQN9igp z-^?BdBj~$fn&X@RY#6(>-a{)h&;s00=;YTZ$?$^)%XZ)lJha$2J5;u>@AyEzIu&Xx zM9x|r$QH=d_pMYBlhVWFyp$F{1vrTU=+wVvD`=mp{na1y$4${c=M6&I0V?*I`mNv}1ww;P-{x=dH zN_Z6B)D}C9g6Qx07F+k0KNgYCeN(|OI%q{+1r-C++F9P}w^Bh3BQVcSlUN#9@@ zKMY=f(87pS-War*DUlOKYN>dLjpNEPL`(uo`_5}H>A3>FMcV&6CA2a_C?= zoX6Mm9_>3$w<&Mp=*!-*>0HO=m#^l5ELhH^+cBQhyEAjFiONfXW25_j0drLqo}862 zHiiXUD`ve6iC-9mo^Dd=MuM|34)v|$lLim9PndTk?utajec)5IUqJJewGu7p5sZLk z^gR~KNb#EzWJ#R>aw|$wEK>i+35uP5kz+N>*nlZJ*TYLBH7?Cg3&r5yr%F%d{^!GFHhD>N!wz66X27ahTCEzfmvD+r?UB-YV+%(=kV@u&_c1q zbKKp$)5o~*iFw?D&7-ljK><&3B%M$;ZZ{nQVB%+V)?XQ{^0ZX)#9IF#=-R$9j*9(bwOZL@$D& zitW$fh(&@vHY??9qQYQ5o;I>}%c)MAqiMLZv;GpQ7Vj?ve%8ca(vWAt?GV*Ty~kGs zlQMjqq42I}o-1rQU}+bbE4ktS9Vf7>xhaA9^zMshJ5Vqw!L@?Gf3#7GZU??!7@YSL z==s8k9kR8ed{u4@N>Xd4HfsxFt!oxoc1=DpiXMOwHm4J8XsPk?$rpwG0sDt# z21mSxjs!-Cz>nY4HO8_dE0S8ulJm`rAz~v75=Hg2lUEGp^=7WwsEhkjwz&$X84p&EbcbaHP|3Yg0HN?MQ+nK71K(TJ=GI~qy13Fn zEuJpY2c0TZ-*LtX9wT(qElNFyq1vm`DwW4$aa}7wt*IUDPAFl&ruJNh#&nAKYt1BT zhb#Ws?NcFlbMP4s0ui^~f9j%+ZV?DHd_A$p zNW7t4jh@2_ctBt*RAOy;6l@hB%d5vb%Qt*f274;S$~@IW!nIAG6&|aK zc6wW3r;cXAF-Xni_qQ(P`}-kfE2iJ4k@Y@HMK|vntZkemn|bpWhPQKO<;+f4OsDos zmEKM5TM{a}q999p_ia3r1~)G6WnBNLNqo;7dBUKj{OPRowjaD>B0J@&GbN5A6pthL z;*)z4=O3IILUQ|=b6%}ME((pw!AiX-{D~vkd#VBVtn|N@=ln`1uz?+6zye1Qi-6S91FCMf#iZf_}_uHp(DSdwjVmHYkn?3)8^0q^MQA33WhO`UZl7} ziZN9_&eqR_^bBd(;ZoP~Rvyt-IPZe1U?_ZKiZF7U1N$5P5}2Z8IJ{yDGHY+i_eTn~zORB(zMt~qVHBE4s|~KG&ceD_N${-AR z1}lP^qLP0{9O}hnUv#X7CfS#HH?4GAW@Bgjs&}}x7nyFRk+HThQQk{l=3Da3gMY?F zw!(|L!hT6$8qr^M^5F*5nXA; z)mGM}+K2S>1F$tIXioy>L1;2R6(9Z+ql&c?cWX`jwj^jD(MqRCI|R??vM1jzWq@Ka z=AlV<1kIFMD4_kATmBjZGWoUj6FsdoX+I;-?smA}EdvRQ_IZEY^o))Eeao)Mp+Pq9 zl>bS^m~cPv6}N@x_G5cLNc?)B-{#Z%+3Nr86 ze%0O(YaxS+e&l&0Fbov*5h^*Ubg+vnR>D&ZTR@C;sl-7j4t3%K080V%U#$Uf=qKuS zOvuBo$V1v=D?Wa1jBFp47|{;J7i!iuHoP>Iw_fyXT_F8b*rJ=bens6^!+2&oR^eQn zvBmp!tY1u*^8C=mgRC7M>-_R?YBFOi&EWC1^L2xe+B1981pM9EO#%<0^LGZ%1j5j* zS#|Y-y8z7wv7;619KPYK?MH5S-5z@XNBMreKIvQZjCYDK@#iOXA~W&CU#Bh4bHeP# z-&Scec0FCAjK*jc2?!L_ux6?Y{e90HcKSM`JE|*!JuU=v5$* z=&DKW73s$Y7(^2AR0A;v$N1E7S1`-KqhdaD3qbyvBBycU_gH}=aJ4~wt_jC)0t?N9FsspX?mH0e zrsQ*Ct?iup{x~pND?%B?Z805umsQ$fo+@!3FTtAV8X4G{t_e4Zi33){3QbmXcrv0y zG(@LZW^vKD&h=2E=dyRmrGXA_y*|`-NkH(5#9%7F9Lep;%6+I0y>}Zu=8o%*0?7Ba zEhZ9jW=E3hPR~nvzWzhR^~ka|0fmeDwV@E)fNyHVM=6CGWgNvv-^jd-GU*5hy>iOX zj*V)td3@5x<9GU*9YkI|d^_sazh$Sd8HtPN>Nl1ns5bBbpALcA zI|;A76@_~el|@7bnLGG%gdcRS#ji?oezlMBobQT|u&h&hIj`%v;Rn@flJ+|{gt}jY z?({%n_4_(p=!(t6XzR_v9rmR2WFK5TRQo}yF)_P8`MV~=uJceo{Cql)8&CU@UIK8J z{F%a~a&_b({Z?DNn=LG=3LFMve~C_tf0Xu}Y*MOxmG{Z+(; zBJJ?D?TS*jjdCkoU5eeUYh1;(j~m~kYt%UY`%!=Xq2{3dnHcT`D=a5~<#DF0)9bpA z755V*Pe13O=6dWiE2-6c9_jr!6)VmqKv%z2(KfV%Cr9Q6mZ~Vl?=1i-N2v~cG$gCp&?tb)SQJ2k|0*EBPW5*o zyuLC{_}9^Jr%SrutoFnBE#oRZvyGa>4jwon)u#WPwaO$)HtxBanXI6BTJ(61gPlu@ zmkw@hal%ewMa#>-n*W)}_d3Zja|(fXx$Sm)rMumR9Y`E@)SL&h7r|DQ`u1@7ZMZ#5 z<)4!u^bbu&L_V~27ZLz1M97#ket5fH3b*r><@Q~^e$3R8SeWsC;ctCSAc=Z0xa;I0 z2c`e0`dLmZ-y774T$-b1deORn=s~hlr%5j3{UoPaET(%`c8&v?SrEek4l}S1iX&hIsav zuwRJ;Am!vQ%9!PdxhJ(@(4-OKD1i;rD_E*q$%fu`VrgU2j=96zEi1WS+71r)0N1j;HB z*b5#sqdZqM3$2yCKbkwi=uj70s}eY`uL?mXWp!xS0H)!nDzVOVvLKWQ!gLV>$YXNB zer4mPK6%&~DI3#Q?XXUfuaX~bkR)ajdp;MOg@nvDIO|Wm+_*Y zOy{JqYVeABp{Ik9VlF2hWQO-LxQ6@u%Kp$~=4Aj?F`s+E8DW-n`qSiI1 z<3N8_cWIhm>hd`c2tI>Px$hl{rbX>xrLUv2mEsfbrmeP*Uv4$w_TZ)+)-`c-ktYa0 zRV9Hb^>v+(BL6pzN)>dE*dnXQJ{j@t;DW5sr*5jxG(g73-vfY{7k*6ZFGD<30lIn@ z3Syol9N|GNfw2-`V#gds^O?>ZdLp@9@#~V6ugydjUSiQ(8hyw8N#XnQt2hcj&WT%(ar?8!i#MzM7CNzv+?*7AA&5^ z*O1!hwwyAf40e}v4B-Mt;DXwR!V)F5f?x)-flIPwZ@G$Fq$6071Z2nVGix z-nhx6bL4EYdkn^6r9>CaRswJ`H!IdV$M6BVCC=`b22!i#Ng_k35s#Z|r@OtiW9w!( z5S^z?Nv~MQB~ISRc_PQWDMw-{?j;5!>r6^RMdKo?uS$6r>y=4&p>U^aRp(W+DQeMO zxWAr9KifK0cZ)zm#hvr84r&D9-~pP0xTt@@hS|0FZqL*b`1Ru8>sVp8W8-d>&#?y1 z>=2_fo9jX{I;R6MLmpQyr#p+G?nc|Zxforo%$5%vf}G8`yK`-8fO{eA6A(rHvLQ3c zl?JkD-rxzO?kqG) z9s`do7r-;bKrHPYnIXn`HTw))y=YTuIqVp?Xx4N3%90`2)0D%Xsh2&$bpGpy!Ly^) z&5~&WtY)W#x`Kjpcg6C3P8W)=J)WaN6=;Rx)6&A`;OiwT@W*M*TunyNEIl9h9qAC! zO~{&GtMls&Lv50+zoTK+suR|w(Z{>iY8wrdCn;pcU zsb)F?u@=H*=Tk5n>zUnkROuFQTNpA)AsjM~6`NOm{R%4YafFcpH<{~cP`xUN=>1M@ zQy2%noTlI$`LYL@%(7)7JvQasy!Q`}^CzW^6%-H-z2#4+>D8e0pNaVlzhE<>2S9PZ zgsY-_^q)rY7WN=Oc#OUc7;N-+c&3i0^-I7Av}pD@)sNn_x+sfPt^}3y*ET6nA1Xk7 zy~>^5+C0GymF!5oGX?HD_L&~9U5wN-9s_1YUY^}eZetF;*sgvka-1?a@R%520!vHA9Mfq<>=I(=f1M=x>_iGG6&4~Dos&cao@eT=0k zOpT zSNWYtp@$is*gz3{z6Ko{?He`8$(k$6hq*6`X{w;G8UHz9r&vlajABpwAJ**jG%3-- zWl6P-68bTt?U|G@apu=DQ3R#pa}~#`bDyqU+K+;MUXwU#tDkByxU+$d?Xx!dgIxrCFd8zK%H7cMu?6W9s4c`!(F zv-eW=RD&NwTqezi)(X?HavfGDisWXg)hS5}6+<0e`-YVZ%3LMHUzZYQcB=^f0?gAlmBw%4oikHBPTb}a@1P-wNza#` zb8da(BYmU|B@3(9A=4<%5t2NY9Y9r>P-3$Os=bNz-jHP zlpD#Sh0dIF;1?aYjE$3`hK>PGt=XA7sOb_(wPfo%qxIYJ1UFU)P{+??<9HwV1B-xi z!!&EksEc!8af=O7JayIB&}yKqm0IW`TZ%XIVDQfu&obwRbjIJ8XzO$JUL^Qc>-)Un z`vx+*!Kk%-s`NDjc(IU*8GgU@EOF4E6P7diPhYLSQ7I!_v$*ht#V=-PM}DjMC7A_z zxp2=6!)P6`SBk~D-$}D;7v_}aT`A4f+N(!>=vFRppPuKY zl5OyVY(bV|<&f0`gEe_84QX+pcM)*txL(zmTyU4sVy-ffWv8Cg$_l9$ELViR$1UV3 z6WUjl9+$IF#-G|JZer$BuJAvG<_ZkkaSU5nA%yv?B!7z0YWNcVQLwXT)Q*c;^8v#9vb20uwa!3ok}(W6;!a% zN2^2Qj8DCT@Grzj!j&Cng3CeRoL?qi3WXkIfRjcy2OL2VW@V@5JVWX8zkniGfR3yk z!6xcb70Lm-V8~As$#-fHObB(zPt)qV7=)+goBb!9E@;G<#N3)^oY8mB@7SOrT|9GP;dwgVFaL<}4vO1u zz37g)9;dR$|JFFqm-4CeOkHp8NOIWs2xGMiqmf+f=!cfCF}f6aI^?wyGuH2K0w!-3 znLoP@-qx@)9ryOos|9YIZr#sAJP0o$?kE(8)^8+VW{1Ioxwcl5yFFlVJ6w|kj*daX+0cJ}@Wg)&?~?0&L4(Ci@By+jC3maK`f&V*0`JT=;bo7=CMm5sK%j0EhWwL^>cpG zeoi(RLUQTo!q7#hSGQT%W*G1p3xy{>MuKe&Dx_IMbN%T+@d-V;hI3GyDP+@wjJY7e zM8SZ3#&65j-9$Vr2Fb{r%7sB&w#+b^5VECWyexba?nP^4* zAe|clDb|SG0cdW|c}<5h>DLymJZgXJ@a_T4&+il^45Y!kpGeL!FN{b;B(vi7W$(ho zdd4E^WiV*%wjVqa%<~J>DHmN<8A}J5C7wfg%t00(l@{<}w9Xx{mNT2Frt>Vu!x;Zp zzLnsDb#KAZOs^Xe8d+T{m`U{mhwtMM<}7~bXE%h)8$N&hT2e-qG7}G0B_p;&aKO{(2K&a6v|qfMPF37B6lF71clj2% zOS&kx@j7A9ZW0B$DB2qsEJlxb(8o3lkKZbbRF@ELvBs%2*MEuxYa-D#q4AvF<0=Wx zTKMq+?qzK=Gf!s~GOc@P7Hus#6TiAkwVB*kNMV51zgCso>+q65VaVfldzkT|M^x(1 zZxUf$d13wZSmK6{+0ws~b#x|>p+Ff8Vu0IKS<&|K3D^<)eJe52_+8!d@Wz+Mex75u zJ3@1l$>goYj+~PjO$a}S0^|EEfAaG|2K()cajk`YGhd(LSpVVj@{MJx_o_Nbk8G7c+6PdLzzY?-tw;@Rx70j+yQ>+ZZF1Aptve0u<44vKpF#Z#c=gyB zB>l{ezRC>UF2UazB7Z&c?oF{raT`{-1NV4b8q*wgOO^L43#%Bx8b_F2{#8}D;xHM5 z0#5smb@1o`+jW1WT}R9F>cT=yt@uX?n7}(Kvik6p42HTH@jIDViJq$8TDN73lS6f= zT(QCf`^RPqDH~rPwA4Nh_~;%>By9;MeVBTtG}^|k?`qq^A-V&IX+TW72o@PW=SXeQ zy5~NF$D=jdgn0Vm`NYHjXo*5^(GrB*VdJPExS*Jc(#@w0Y2rV^kI{=6RY$VFDTpK|dH%1cG+w=_mHc>~r|hP)`h<|`}8`L#R9 zsW3$l(qDAX{{>VVhC;qD83;34WE^mDd|f;q)PHnb+y9|7 z6FEFqVfwnVoM!k@yzs@i07fv@hNr+s9I13KYe#wnVRec*nbOYwpe%epF1b*|sLGFv zgsf@?zaw~Ql(kaI5%<8jM&Ies-gU#OU##OT{!s&34SP7GF(pdG#d>s{hQbl#%QknvKKJur?R zYVAN#;DQy#T+u|$KPg5SYbZ=>vWvw>I?L)bQfJ@ry-z`iYCd=VKCl_LD4|tzTitrm zQrwbyf@kNr6JGr`@FR$Hu|QsnpkzA3#q(V~PeWX)!>f4WGRv0O5VfUClKKKfQ>%yN`jY(8p!+nThb!<`^+{7 zz5Mr|N(mDR|!igEIy}vJyOrfl*tc0JyV3Dqw9uTg5;+vV@EBV%P zVzZQpol^8gVA;azKqHBZz|;_>$|STW#<0X3D9dv1KaaObf$@dWos}m)gS0n|q%In{ z*3*q(H*j!R3!;syNlH#o7Gv= zclVoeQ^;#y0!k$qu&-~gUM5Z9vSItdr%4{r}agQk&uZ=^ee z#QmH5$AaRP>D1Zoe~`1ub|NZOeMlVXPyo6bX}Q1LGMXA*0(1#;IIJ}h^%XAOC6#I@ z0`s%fDIX~4bmx;h(~!k)WaH`mFk6Vny;;HGm1$rTi#pwl#Cq_38bwvJ;^7>JRHQ&G zvhn?hn-Mu;DZt`|(olORBO<4`x};}8DY*CH5Zz6+Xnoq3ma%~Oe3R@6g`jdd#u%wL ziWhyqS`Kr+v;R0}q_)X(QCW8mezp{N?6!XXMW;bLIhDosiITN@AK^(uXZg>7#se7* zDi%PmSR*nN5G&Ka$vz~ogvBt&B&T~>o4~Vd2$xzGu2dZr!7sM+*5g$;q#&>r-f1kA zG>|JC&EMhfJ6UFByns~HO`gKxviw}2;*tt^VE%ZuAou!Rsr$xr$-reRcY} z3OiBKLZTkJ2WQqu>y)UNSqF*Fh{mkwDvAbjf^HH-S5Vb=m? zr`j02EDt({tP3m37d$!kwxbqI&2|))Cjb`@=uGnr=PoT{g=V8!x+o3{27SGAp9sni zb`{WN7Wr7~Ux3cSsHWDQd)v^?dquCVN+VLm;5s`R-h^D>(i}h-Tl8^`c=$_bXW(~3 zGtOA@VO@x#ENJua6V~q??gV$=!>nMrSt$x&aZ^=Av{>O-aE!k}REe4)Ia66-lyqX! zk*o5PREo@2=kN`yh7e%#hZM4u$_l5m``|t(qtWSnDb)(VNrULy%$G=G+I)MAg+WyX zkr%e#^n54ymCExHCn6zpe1K?8*oFLR5nRPCJR+tqUf``SQON}N)+VKYj4uQiI6p}7 zHhGxnGTp>qX)>-qi&U=eOajT8)Z{M}XHXe1I)GDp{V@7+KVi7WpLxHc%a{h}MY4)|eYz!<|kPq**sdciW{}_6epgJbu8Qdv-Md z+~m1cE2`cazpe^(MGy^*zpiXI|6!>12ilVkQa2o+3MOVN*`pN7GpxpV^fKal%%7Dj z>pb(Am7p2>Kal@AM>T=-&9#xu=iu2uxOaMESx{1^6@K%W1aPyHk62k=!_Qi!!P;`# zPj#%faIxDJT#RLd;AKKXuD^h-MVhiaMO6&J$y~5<|AW{wt5e9S7` zAY(U|8OKk2Lg|oZ33mH*Wpe)lERF>ll}nS!rj6+Qs!PKhB^j!(uHTlIU$53?C8a=> zFH-h@WvZ&l_6qA_sQCUnx(E@My@60}2!MHjfSGydn|Upt)N%SWgzyndKImtBZsAAD z5BSo~9*}gKA>LfO7Xs|&tR2I=fs=71O5oj!5^&kl@PWtx^UQ+n7Int~10F}e%eS5O zyx+TN&t`KrEXP9Z2Y<|vZymePi&@9&Bcc{1AjQT!wgjMwiD~)08#><5XXyevH2S#XA7Rn9o$V;QXq;wizWx$zxL_0 z(w6~;rm#IBA)H2B=fOT>C8@NkPb^ZOe!k?##!~yOw+WDP^lXLfTa~L~O{G}GO60Z^*%KtM1BuhD zMldYw&Vcy0NraB@xWJOqM&;L5D(5E#)NEs0`_5aNt!t9>&80ZWIm(z5!nT~P?XL0r zW5WhR_m$Cs1j8A7%%9|o?tAOT zkSn(KGk!H`@{XRz3i({^wBdZGV(TSA7cWhS3ru=JuFKiEnv25HYG&)ukA;*@7b-I) zdVfgnrZpEk78s8lxb&4Y+PycFwMABU0C+^dC&lmmIZ&R&l|k3mycSTfOf>T6#;Kna zR}*Ll)qfdNMk)K?swq(I0}%I&hK}UMXIYWLI$be8bKzYDYc)tu;ICBd2Fz zi^HcV31B|Dqz}v0V0X3v21H=cSq_Tqx%*c6nufpY3C+GRMHb%U%h+eISezZLh+(hQ z9z?J0Fevkel#g^SKuwWrCD5kG^ zy=JjRRWVYr;-Ni&v)IDW$U|wC`*1@Y)h66$MKUIHaX`fUs6VyjL0Y6WmGW-Aw?Vn*W%ZkX~O;iR%xi+UhM?nE^|hP)#isDdCQdEZUX;w zJR(+!{q7`9EzFXHsLl96>CWO3M1Xt-U{jK=`GGtLG8XP;9)3Vevy&LR4KYq9gG$qnvB77&}2hT{QpVxwxcx2 z`C8FkDncZT+|v48r(}UGHuvnry>3i4_M0Fvm%D?w7;1j3I?nQxxW}^idg=n5{ zqfY&9S@{W4KGXM(B;2RW#2`#gH^{X6P6;3Y7=mRMK& za$fcE?!Nix_a@7Ee|eSn-D~<7@9{%3&sg#$a`IPpQ5UZWM$z#_ubAormHHpwuhd9G z>@#x^!8EW%#$qp=Vg+%u&T(_^zX0IyT((Uj5ymK`jnNH&5_{hy>-9p^)H~JT8k2~R z?+G?^Ov(gbv4^}(^S|nqHgW11;a)1}|DbIMQcv{`!{h+jO8#bkVy&Z>FU6Y}NIO_S zIqdbUS8Q5kfm%+Y^DTprYdrPWy!W$kx3l~WWnFu#cN7>Sl){+*1%8#xt<$O-JcQok zjCN=;jL^k;=Ap(GK-6W*SP;A528nYCPk8MI`*Hv2MhwfC?1gT0DnNO_+t&e_5t(N1 zS9EbGz6l>FiI9v+GD4((a&w%vKWBwKL+YoM{sJPRtYDAjAcHRIZjq{gbae6lWVZ|* zT^i!N+@f5;SrhdB7$R>LxFIm zpLw6}9`LVWBAez@xktD2n6fCuzoY@T)yfS?BlS=lhFy)-g73p2Db=RoPmp+z!GTeK z{Lk!?$@zU!Uqj$-`oL`Mg;|ZavB@WR%qXZqbHps2l~KexQ*P2zAB)Nu4^|qMGJ-E z?$+WC!QI{69fG?TcXx_Qf;+UhyL&0_6nEZ}?>|>F$yH`1v)0~^Efmw`RdWKaIbGrq zog66BI?huC4&ZB)b0hPeoxS9qXcMx_Xaz3hy)JM*qbOBum(HGi&mGIBzR1~XWfJOa zELe*07u+D<4z06McWy;3NDH?!{ecTtOg9gPo06uZ%Ym1`?cG_7(ea&+;N4k>ypl7K zB0D-Pqmil1@_&m7oNEIE_E5nz>0krW9kM8U0;V zrat%cmEi2s4*_TyC2=-2qGjVY{vExABxV((JVq9?4-Gk(iDXtaBH& z3zp4u$BnKWHQan%-rgf-=Lu-XoiQ}oj~P9cnXx*z(}4i?xHNB239Fb|1J%RMw33-m zFKD#^q%D4MT!Z?j>f-dwZcLEI4*e|6%=W`vkysOu8b(^MdT^Q9a2wp_U1dz3o14Jm zkk5;T69)f6J+1}0HC(H!E(fp3jcor2ffdk5(RTB|%v`5!El1~kL>4pq`)gR+uHA0j z;bexC4iD?VC{I0Ixi98;eVyw=x)261-CesDznTEB5gu{??Zp83d zx=casR9Dr#E&xM{bUz3#!ZE!Ry&Q;C!{*{w9BFUZl})bwlJG zKeQ;PB&U(13q7^Sgwt(Gm-+!Rz#~)Y+u66xLrtW*2|cwMq4}}oXcs9V*u58ZGs!~K z67EizK6E<1ms>rUSUaysB?u4w%%iLB2dOzmyKdkEDojE*;at$udvj6}{Ph?SnbeTE z&@_~SMW6KPJPi!WI$FtDY?73a)kz9}w(!j<<5ZZjQm1p>=sio-W9uc|p`d9?XP6dl zL5zH_%XY$c>6PhCLOw2v`$(Vip59u~iop7Dp%wHFsjFJYow&%)rf)#6O5O2{{fFM5m@ z{X=}Q6(YVt!1>lUBLDs%ioVSXc;8Syh+XAz!iZ#k5xbSz$>o zdClF?ce{P`Ut7v8>dU~r5oow$WC6&OY`*sQXW)E|?e81R#1k!={{V@$!fD|?+tobE z6pz)PxtFJGw*40-?rWEx^{-29JTmHzbRFqhbY}Y!w8hVK`6V`SxLPXyetYpKQrH+N zlP0GuXDSe_+(+u6KvNkhu7K^&=^#O;w?ZmoMH2p57}Ca9-Y|Z{Acdj=D9M>w{BfnR zbdT?ZuD*nKnR+H0|G5H}Iv8vIr-JL0!hZlSu&6k^eGHZe=Z@04h|h^gqTo}ScevjQ zfM471ntXrg9)jjxX*Ij*=20~ymT&jJ>arlofTP03C{eBvy_^bXJ@DrS8_F$o{(c#P z$cyZ$LC@Dm{uq~;Ka6MgTd5^9heAC(aL`>I0G`2Q@eY8o zZh%BZJjkbXbkp$LQ`7tXDG=+e#*5U>D6~RYu4eL17sk&E?z*-EOymsPtPsgFFxyBsxPD$i-;wHLP4NmvX0Gghde+U`+Hs*!qe*+tIRSSh^r#+d^U4*S@TcwGk_f@|Zw=rFX0&o<5v*Vh41iySB-Bofv+-49v4oJWe2Ytq`0Xw(ptWSlwBAem= z2f)5zQ%SDj0mp7^7||Ovi>9UUj@B09ICCpoUIUuLiw|FL2H2Bm!kq>9B_fpv@i> zY@QWo^?d~&9E2gKH~j)z;+57!K?hkFtzpy8C`u*um-&R(|GUw_KW9|H)LiX1mj7T7~zBdWC9sR%IhHNKX8&=-+0*!i(Br2%%GH zt5yZU%`+}sVeUay`fsl=Lu=k}OGaMh8K@-%ogMgl2pNTxL2X^1OjMUp-l<7k|AWHt zMKCW29pp=}WrgTVSX|Puu;KAbh!NfVLr{4+Q$8puM$!I5Q2$H@wNu}!U)WDGJMo3O zP_CjZ`Mr<~3g7+*xIUtrorjy*yzEHxTcR^;bgw~K>rM-5wr#4L%8>-e61wNok=`%p z^IR>i(7>#p2Aq{Q`-gMF@vArPa03N_rb4 z5?iG0BCHrZqDq1zGHlE%Q_}kZjPy-^>Hh%6c+2e}s#G=(e7=i&Wg;!?ca>IA=s4vm z!6X>DWDimv9?e(ruXV?w? zny*+^grq(s1wAK$dRJut1&rOLdog)SKFDL`h_ubw^;t*6XaV+9j+f;NEi|2Nj!mN9 z?u5e$?=F-$Xu>!5Krl0=IX4qYlAFEv+o0zaBQmQ5-*w%BBkRh6niJ2L^bR6ggU0^= zuKxj|p&C2?jI-@_%pd%HZHv_N<^JMsJW`mpNKY|$#`M{9Y>O*GI&N|!C1Q2W5#xH( z@W>(r8wm(j2BL?h*1&$ohvxm(-m?)kWw|11^fqjUJu=^7Zg=`FY;n74xBg}`O#ni5 z61FG+iphp(1`nEqs8_O|TO)#Nv*0M3N}M?&OxrzcTojjRdQE_6>a+(1-EgV8>W9xc z_@ms%u1pV}A3OJ?75{43@!FrwX?b<_sIGtuvwqMl7U~4n6n$rq@^i< zn^n{dNpHBDR(o3~Y8Q!4NEx~YZT*%v!AN;v4&NHolXznAtHB+6;?blrh>shIOZBpfT^+=WSMd3JTRnU3f>L-;*&zxFwbhkM}4j0T>p%&^(;5tRt8<0nO6k0hEab+cu{?ouup z%>)IM0yUd)@Gbp2EqMF{043QI;C5FPI?tfb^DOX@&9`RzZ<&2PKH?jah%a(DuE#AP z@X~Vf-JMxkUL$Q+CjFB9Je$vs-kY<6AP#>hadz=}}t$>1O zdB9v;N!a`F-t*E)@!(_YmYjThp!eQQtvpBLfkq1ZFdfyOiZhK?HeZhFu8`t1>BRfx zeKb#ZKC&{A_=jXB^wm@+C12JPt&4sBgj|HVnS88u=^6~o6Ww`=*57PA<0;=j1&BWH z=$2I8P0AvR7LC86W8Y$2*3L1FmwPCeO#&4@<2x%C*Rgtva&^CQKUYlTVT5#&&4d|_ zMBZbzo{Wj2B>t-j&>OBGS2-Zd8`xlY6~rATOoxpt*)At9knO z=bZPob1}Omen;bjl;p)eDN4nO-`4;s5Q{Yw-$?Izt?GGB*b^V@lmFd*oJ!uA8@9ap zHJ>28(zXjBv~ErpB-lkJOei`wVyW9xakFSTOw-_kG!BQV;P4cH*WZ-O3_#E_w7!lSj8yHOW zA#A`b>qD6dNPY>KGMH_FJo!os(eqXncd%CI)PwB1Ug+r4T`B(7d?}fn?U@WF-%~0X zYg>(hJ8s0-aRwy>V4giXouYj8*~6sdiYp@$hx=U@0#!EhLf zI2{$VYe}};MPgkVB)5BK9xn%_EcM2Afn}!ux3r6KsqCwW`Cm;$`QM%~fd2mj_+|4opqz{A~fYF(q8wrbnwMzT@x4X_-d|HOc6ms2bT8J3nounv|?=0qS;Lo zc0TphPW*^L7Jo12BD(_VzeJ{^E#oIkJ!KW-Lzh?g+Fb9MP6;U0iT>K0dP1kR<2(vc zrw{$W6dwy`QG!aPHs5`gT7_RXWGC8$_5|soL(*c`RKV;LH22 zsy_KPEu<$rfVOSLjKJW}`=yxMB;J=o-_Z4G`p?q%&(i8=S}~y_#{$c4Db_-@_Jae~ zSw{$+ekgRHCNx$|36hT%H3AoQC1qzj_Y@4>M1Tglm1pJjqsqF(tC1x|RuHTgaK2-! z!N~rbDSk_X@i##)(Be|Q*n5V2Zjq)eBG-(iv2qPz=#pecPD93I=~vH3!BqVb33ED6 z?L}G`ZRc{LKe&@dt+;8#S5#ar?tde9T(}?aAc1={Y!*u>}(Fel*lf62dn=o zT?>suYoLCXC(7VW^9F~U420Wnf7STw)eG)BhVkHIM`knuf#SHu-KDKJd+?v7{}0SM zVxdmqJ7NxODgLyDN}QpA@Ow}md?Cm_!Wc3e|L5Izu0Tq^OZUscq^X-g zo(0+H68;`4zt|7oO_6c7Qw+Ov_?B+wop9u0eUjmz;j*0GGe^q!^58+8+Hub|$HAa@ zyKN^daq0>u6Z)wHc_*T#=Vj7lHbv5>uNcd2Oj0mAaB&IKN|gnvKBmih1qJoV9*ZS_hP{X=?F z5)Wb1X)T461vp7rM4D3WRR|rM>u2%LgX^N`sPjX$wl<%KKIM9Cs6Pjw zWhJgVmPd;+n{WPBo&C_oZ78y%Tv1K%XH9URZvS|!+lyP_LjzlS7dWXl_;=e-lsNUXCvO5u^NsbO#&cZ0BF*le_2hRo=V{=0wrHNQ83KH4X9`TN~&T`;GA zfQv>7sf-`k4pK^v60)63(pXWQlnw@|RFYaF)?Uxx0#uB0U>AE^a-n5)`fl&wjOWwG zmM>Bs{Lcpb zR@kz3;PJ&>5vD-ro|^fUo`@B&zo|~@`|9g*n!&JeT0E9&Cb}LW$T10}hVk!<#xl57 zlQZ}nnnB^s<&~&6J-@(OBJlLX$?+d!_+9>nqLP8dl%Hp zq}4_rxP2Go^6sk=ygbVD4wHzL2YGMH5QXA>>cE-ZcQx@Pf?rZSXKneAl(%#xN zf@&VjNUox-vv0-)JLDgD+0LZ&fYxpn~L`E1a@B`I1v5=)gbt()a84 zg{u>Ns3BD9Sv!?yO7XR?J9AzuGaW2W9FrlpPxm7jDk3BE5St2)wT<2$UjUk{H1kbIMyV znW*j13*b-j2`9hqNZf*Lq6=c=!_R9VW4q_vjZS5~R65&`_w3VInFhV@ZQOIwY?he} z`?%rVRxkG*Emi2O_#w|p3206Fn&8bwCp^gHXp{UfH6$V)KR;^W3~B=4WfN1r=1eV7 z=s2!2S$du0KU^7-mN@BaHMLQpRa=?(X_40V%dlqM>=B9H3(3Bn$#4+Hf(qarPqx7u z{%!K)BjcZhH$AEi8+B@&yJ`lkBS77 z-)dM3^Nk_+M`U_kwyqC4lgSU+o~b8!F$!fJo>O@v_KXp?6uF1+dsJ^R%Q~p~hK$$H zFW?{O1T|Tt#)>jdWqw@BM}M}im>PZK&}$%L|9&sQL2(n};I~_rGr06`kF%;uEC%Rf zM|`~!itesDYBkS%kjX;%1vT%1IB~vXiWs>L3{gLbP8;?)@BLpvy>oJ;i_h|zQ_Roa ziBpMTZy~_@z>;Ffycz#0G`uVrm@X#Ym=m#>j9Fkzf5U%q^+LGTDRVUEoP;RyVYYKU zeK>Lp(OSOi*1`@S5H>fx6AIEJ?OXgYm?CYzI}t8O-SF4-lvT?98;?Cva|*?;uYGVr zT`_If2(Hx|G8N#?hQ60&r$U~53m2(7kwjtqIh20$`W<+xK^}2}nwuU6RP&P}&?}*EeGdr>hP^#jH>sZ+19nleG+kI|qeP zCi$TF)-949Txmd9)~7F$)7XX=PB^XG-f}P90P&SbK=k=Eoojaj+98 zn8c?t`1xhA{qX0=%+rF{H~RNJ(xt=B#LI5QLUp5zut#8o&+jPhiECJ%9=4L|MyIdM zM~B-D=R|B3^Q|<%x zztpzx-Fgq1)mX3 zpYz+VOlzUy4_S&b)A&2%HW4R54@%qEcuojl$e`O`B&YgkSz0)`ReZPl_*`q!D6KOi zt?8Lbz@wdTgginI2ztC%{yk8R7F#n_CEfa&voEXf+3ELxb z)vOLVxzKx8!Bl>}RtwX~`2wemi_AsN8JtE4E#v`qE_UFxeRTq}FR#UFNF?aucrV3D z3>jw%l5vL+u^^8pOry)LZxDOz}JVnnXYFLmoiR<8}{gYQgYJO8wKXMBgp`2Ayk z`|c`+6>J@gn0TjH#fn-aecT+X{4uI{Ss`@uDpZy`>9%ztQf+HPI*8{n@tlDYT^*UD zu?4mEttrh)cDd;r^`%AkKU-N*PP;K{%OcAkK<)Z|^?0s=Oo^RAWp2&ZJq(hvy6K;I z<&Ga(5vb`0;0X;r(uZxfxuik`40Y<=iPR3H+=TFh^p2(KDmpI>rDp5uvXGALBQ;91 z&&0Z^>p+_NaSJq^GQ$G9^_ShUWg8T9D)BRqrbIJOS_oJ1sYJ|R;0}m5^$CSaPC;!@ zOh~C*KWs9A?WACF^ll^e{yPW0Ngs6(5$1`Jy-$tNAK71ik-U5;7=SmXMfU&^V_PhP z%R`x)f%oFR4^2?{4#XN|ytG!jd|lkSc2lCJ&EGZs9i&Hu^bm0xd`L8u=g7}7kuM}(d52Q%4kX0qX-F*obfwIUgzj?E2yPKe#HS^6j?a` z6U0v~c6`A!E^OS{EWi(Qyz^6%Y^l$@bgGZHT;(My0GMv^l*^VblB=0oQDL`El%?ng z&hr7YP%Jjp{&t0WBL}ryiI*<$BY)ixT~5c728{B)+n4^;PZqRsTKY>r8bG zcZ>7X_MRZS8hArIT0#P)v0titsvP&~PcWm$P?^urR1!K)OQaO70`ZqQ6|EhMVD zs)nDm^AHY4wBL*)W5_|_N91Hq_8_JI0FuA5@eyuY&j-xCgzPisc-}LPoTo=8YoSj% zfeE~OrQFulW`ZUT^8f9AKZM|pKhbI5{tZV;A%Qz`#~SGw+IIi43~%@W+~6}4350|5 zg7mJwWm+8WTy8c|01~@V{sS=X;v7CKbMu<|_r2qoQ#}W!u`)dU$sH|4ikhRKI>v;m z{5rM-o3%|$L**iZ*kZP?d2d-RX@{kASOeVjq4ITusqUGt#Kh-LKjtGE@;<24m45ZZ zo9Jc=q!q|~w1a=>ID>tX*pqL7E&=Eu=Io`nc71!!LJFjg6SV=~hgjqG6Vcx^Dl_ip)+nVG@iyAg~WQObu zou>0H>Ahw@ghVrj2ac>i0NrY7DO+|!{kUq*dnbXBx1CyZer}BPka4acrA~Qd{^u)O z{B2&Cn3dw^AY8H4KkCW1i^}=$jL9_Z&$0jNgs#mT7x#jE?|6L@aR^#96jO>37>t4-UOg?1N@5^oSqiSW*!w` zc|Qr8{n2ZxfQ~;Zwe|*m%+-9YaA^K&-*~_XV6}rrB+$d=AWf;MNnE=R+d*9d>*q}4 z{!jbwhhk2Bs22tI)p3yGv`F>Y7)fjzg%;#dKC*a)?igl@-TVZ4*!&n1emXW@7Z=e{ z@an#KVPj+xFF>`Y1-k}#1}&NdroVjpIoA%(@ctsj#RjXaeTPg*l2_*3{RZr z8gY>_j}imx?TV7z2BW|3k9kMA2F{Yte+BuXMyo4lTAa=Jp8kUbziNN^a-JU8va&u- zxTY^ut+TJ$jgOn(g|6*fiqvD-bgPEkO1=9tM*O{)RLC~uL(ef6`bLfmzRb2EdVTk6 zgeSt3JL;Bqqh8Q)gi^jE=3*TrJxojnA=C?b2=IIJEgXXV95;(aa}ToVx%<3RtdZ)G z__f&*6REQr!OOqG%$iCBp(gK|njsuK0ZQT*6lV5HF0JFYCE#?{W@&(3+1PUgz#!`5 zTqC4ow>bQeO)VtGL@{rv{Xf8xCWZEwcTHLZ`P7@X_F5ZZ$JoTKn>wLSyx{C%jb&;O zeq%4}_@Q!*PZ#_Q-%zcg0{+1#Wh6pr8s)XVB^&itO zLMGx=3k?+pyUFm<3iE{K$YAUkXgD>4pQ_xJ>xl?DWUsgF+@zy{nxtY%M0y9RDkE(b z_{%gWXtV8eH}_%@sf*=lX2Jk-M5mD zKYg@Jco(|nqUQ})f@j<~-tAkjahR9uX<^oQH$jW{!-3flRHMQRuiMTzrVesU(cTZu z9-&FblP~#Hhmeg7r{wbq}w%L>a+xT8^FP>+$|{vdy6%2`}v zDJ}5hHk@Eq+acvhD7oc>#45I{LktJ?p@3IuV;f)(DhHCW$!ho*M)<>=Kru=J9dPm1 zU?BAR%->u`yGxlO8zQ8H2X_zIwPYY!$_?v)A^#G;MvnOQA0XeQa}ALzJsO=R8!iFd zZv8TEGVUA3G7>&u%^v;BHSc=m%|888UdRIOqBsS=;hhf^M#}dU^PmV5{^~vsdI3}h zV=xv+L2anEnOPb!_uS|`E_a1nn_gTdeSuCUX2@z1$ID@L!}#|-rOZgpI~B$#Tq_}b zxGO!EZ9|c4ro(<|syf`{n4Ikc@E`I6WmVbI5du#4uPa~M5D4kmMtcCnVOkrYn?7;t z!@aO89jiqnhMW~rll|&ELI?h`t%mh;2wN~U!I0I-19!aU;!BiBL|m&I^6I_uU+2oQ z1jG1)Mr55kDIir)r=LbBs{QYr#azFTW!fF<^{gbyUE$ z-m*GUNRAnm1OM)H5Ig_d}+FUaA z8Ah+3kC`1s|IHA@i@ro$NJAs81Slj3o{aTa-p5}Avfug&E&qdyR>P& zM{QS@S!Np-H~?SQIN?5hEa_Dv!%;7-Vc`=#u@*vF6{t2cGo7wSUT_8P>o9#wXC#3N=8h(G%ChOrb6o(rz))fgm0 z{buDm#D89RAk=&lnEA9M?qdCUsw2N?fKAY=nq};48PWkuM|Bw%Q|i0ouf!L{KmS;y z7R+-yUpa{ko8`mBgl63%WrM%2#~>{SPkxr8ekKX;RRmvQ?ZlRsIG=kWKgN4sglRti zEwbY8Y8mwxW(58B^PqShmjFz~=oeWJ44;$8BVbhR3~WQf%()sVzO%v0Bd+fW$_YK< z&OgH@0l1Gj)3>vT6I$PfuFwvUKEhpgvedTjZ9&2PA&&#WMBHByy?f=)pIdogFelBK zM;eRIo_Dm<4dZJFJu{D}?}zMV#(xbdW>dk1%2Zp*P@DG{o8MS?An`p^-_jB>t#@J# z&efGoG_-}a;|zvEhAKvoq97NGALqmKgP0QE>T9=G!>=Q2u zEAq^d_TAcqf$sQ3WC~r>KSY^cq+8rxOVJ zqi9e;0P|w28o!XjxRYs*w3hA8P2n5{@60ZOOW-&2xL_RS;Jx;(v3Kb+Lwnx#h3^zm z@w2;H3b(_ccl)>%O~`pH{X`mCU@X)c#R=hVW&~dT>=fuV|JEye79sf25_*eCFGdtW z6HPK@V@!~PUCCY-DGXh(;U<|S1;M;kC&&F@KtP0Mj+B~i-cPYs;g9DSwE2HVU_IOHb~;wfCT!=WA|3gIn#Bvu%x}NX z=aTI6d~Y>Tv)lnn8{b|j%38!Io(>tm4!qrJ(Q@acM06`NI{$4?j0>=7GrQJG3ek65mtZl zd}A;y&UXIU)3VNIl`@w&Im!ojqP@rcZ-ghM%kj~Q%c=BbDLSUsdScwdGT1pS(O`w8 z`gGea*B`asGu-MSi(TD_|i;HtC; z)cbIx1_LjqWnOFj60b|MJ!x>RFH{fngqw$DDsu8M?0TRF6Fqe`FjT^&j#wmdYG=u% zE6c^6=T#10CJtE`DJH2(;t>1L$4n}G-G>tIRa)t@tptEuymCKi2p=O(@c8_j6EsJEOsF(rOVecbc&Btf`MC_S-*wTrCHh(g?ErZf!iY`3a8agsEFE zE*gpzrq@o-L|R%V<#Z51wH8a`BWd#sj`P%ArQcmu*}ewJ89CF|U1?Z^`jwhNVn(tQ zOWz%5?-dJ%Ly7Pb0~FBFR}yGGPHfRVx0kS*wpZWP+HLs!@$XuHy@+VNW33E}XHV^s z!NG$cH;0;qsvM+!7&@1G7#FDVPVnQw%ym)o>Kg&lBm;6JzA2l3srh`Bfi3q<19M5i z6Bx14@OPJk2DvBY|2XqLiUYnzC0KKO-ffeQfGX7U@eQn?Rm}$DsDd+NjGcWF1 zHXb%7OVhF{Z87c}(dSfyt0)b0cGSG|{$_tK5_{kMk1OZLc1X|=O=NhNi`2i0bqLvK zp#-e|0E-tS&(%G$HR|z@i4)B(s~&`gA(mduz`G*<{{VmGN|I-ADltG$>eRaI$RsbR zsyu>=jW^INqB1F;BE(rC`eNT%3fHkxAtcVd<)k|tK(JShUO-2Cm+Bk&{*uvBPf@=< zdcqrFb{CbL>tTArfHG{~IRqF%P4p|i@57_2R?IBrh25nQH)(J78|Kpz9&{VW_Du?p zinJu>cQun8oIS0!^ibnY-@IU;+|D7aygQ@p>g1#V+8y|W`2O|tIU=H)YgqHE zRW2c3cvvAwxz(JeWfDQ^P-Q#-xnjK{r=OL59u4M_36xdkG`xKP)iD-WkU6z%)?$?n zmbLki>bRo_96^`*YrBSxSjW61_4W<*U2J+IM{O_tP}cb}eK?4+JWE=vJedQX|5}Mh zWGIbP8ja&4;0(b@wj)8puuR`dzy!MIII|%DbD>L76UhsJRu6(+mckqv3a&|B#yYYJ z!e3@--P^P=nY9|LjJFijT}i}oov&+J)t}Y28Q|R570Dbt;1m053LBEGu?8_;X2GFB zQP{wAyC3LOaT(^YRa7TxQ1;IAjPd9(^bdSFlP_0e|wrc&uh=_8$W#T43% zOPV&*u^gar(V5Ow6-~9XwYJgN<}$)ZG0R-X?+$L#Vtb=UyMJs3Q*OE(wrU2cvZAW; z`b3#{i2@tNiz<0Ji=n?#q7t-Sp|1I39HfpR1x#mUVW`r$)}#PEDsPhnoEr0KCxG8) z`HCb5otD@O<%+;epJg;i^A+`@+vqt5nHv(b#}DuW|6%-^6dIDZMeT35LRxW_y0ddD z*i8ny^#h-+M)rYQz%6L02Q)MEs*B!N9L;AT3N`6^c~&{St_bUs3iZ^e!_TLom0~6N z#$-z!e>3Bq#HbA4*Ji_r^>30nq{O3M(dX)G$^MxvLX{LCDU&&VjqBJQbKtl+M-`VY zm!UAAe@=Q53;IG9j!U-YYHnYvx%|>R$=DXq%SHF zllh+A^G+XfjoO7J-E@0rZqav>LjGVt`lu+$g3nl4CZ9vOi9EgV1yIEeFWDdB!wZ= zsgCu<9{`i<#8(P5eW`>C(qEM*%!Iync* zzfJYD8p^lT=~^u1BbKn)Zh`B>fS$(cAc%d2K>m#sX`PGd0^}N>CXKQ1GJZ4XVD{$; z9%S5Yknul2;dJNsucJTLIpeU17zZ&QLvP=vKs;^?4UwE9%x-`?e6q|q`n4^Cqfss{3V{tF_dt5<$Y@L6795)}p*`X|UMAYp$?wX&d4PX|i za69aUSqNz*1cW`bNHh@0p_s*R)4*kPQd;ycHDHuA*k+yV+lve>uu~UBO7;PI$p@lZ z44YqC1%II;?&lprQC+TB%Uc7c??lp1%lWs}!vKOCh@54jpt0^5hgBDgpEj3yu_BS$iHKz91Pf$W11h3aB)+P?c{P_M>l z`zPPOms?cNX%_||j}5xinaN|X<0E7WOB)reEVaFVvz*~b?{kI5^}0xkn%wY&Tj4SY1CIbDv#Pz{(gAQ6kVtkbe!l(ac>T*{~GX{f2ThYsbe|WxGsV}lf)q_F2aO_)7L7fA1x6Bly_Wn2v;xBZ>jzR_#jFjEO%6ToE?kEY6(=% zh&O+E!dh-|^oZ5s!=$MxsNQ1?sTu_bqAMzjtt*7=@w&y1QYG4BGC@=)#r?TwI6p)4f4oB*lcwM~a^ogfIUv<{B zsreTD+7{Ob8_ijGpapdHrK1=BWoe9>ozI83i?lRvfhV=4sgHZ1^ewKU$Crd0 zf&*QW>j{g|kaGmb&V0gt=`kY89yaIaR3pj&z5rBkeVEZuBs7eCP)< zZaWraSBb`TU|qdh6&b)ZK5>mNVG02cTyo3e-%KHNR%R3rR-Q5zCKzp%CjAMw;1J4N zBEOda=sNIC#3a24CPTxqw$z;p?CT0e$d3jJZQ@&ECEoAM-zfmEXYW^)R~Nb(5%-c( zk|c*ZRB2GT!<5w@%q%YBR)M=H{aH<>zN|Ce4ExpASIJUayvdF2;`u`ELb>V%YgN=M zRY!@n*^`V9_Z`xu*_OsAT>-NuPA*uvHUIp9^(ITI83@-zK94rHO`sIl+Oc}`T!VQ5 z)AXBEm!LesBjk1foE7y@4D|Ure_-*FNKq5J^zy;A{s%1*!lO(4!PTZt)39|+_d)&d zok`_OYvUc}Gu*%(SlBa94Qu)-|JusC;>q0_sub}qp&VV@COA?sE(6%NZxO+5YBPBh ztxdU2zso`zeoSZ(j>;W0Nwg9xd3(DJCpV+g5CE3m7-OvJo%nE^|jn! zlR!g0e-e%8@A1K(Lr;15pmGPJ5-*NETh5zrOY!nw?&>fWFO42v&;tj|LE38Oq-)M=u84^#5CK-)0@0TueklD1{2_QmFLD&b<7 zX`%VeK~ppda5Ue&Ax^GTi#%RnKYvcli87AJHmgkon(N<4TaOkihpsf^a{3ySc~tOj z;Ko~eg~O;ZXHgaw36;4W~W=j@L&oP(`ii zUu3q{Tia3l2)bMGeds{6JOvTY;$lvq)1kI~g9ZDjV>m|1+`l}b9O^$pic&)&j0ChT zg%bJO2IZm)>EZ5$)6HN}&-+jbMwauN5H>$c*dZyUBa|SuyB2nH#CZ(aNDV{sAS(*h zJ`#Ttuh3pJ+Jf2_XeA9trO6ng$+R2CHp^l397pu`G*$nd+u*2DF@ObB53_5Lat5 zD&?0@2$o+;YZh$B zYU7$S$en8vI3#cXfO`J(KcjhJ14tyfrO@_65=BoGl1p7<_))&*@!yJs6;0cm$jXNm zAOLXEdc1M4L`dtL*(0{fPHDM>OgkKkUwEFDm$NJF350_#)BQ5BnF1I~`5myw+jz9* zdkWn z;O6tbvc5jR4s?_^f6?at?!FiJAHccMU4GJk_)CiuQn68S4a$hJ{#hHdMayuIuK_O7 zT+;2cW&>wP7$U_Faq*4}sTA>!)&11%+$Jw5rb!6X6psEIYO|fEf zULP>qhP^SiaD8zH%y+#Wg+j@3g=sH@r|y3~^J=#JeqQ)F5!d)0AZbs)q?jWp~l*4wK+@LdmKj0n#ieHG}z4!G&(fglitec3KQl#mMO17s%L@v;zaxfbqqj#B! z8@1?d$mqwvJLuDi;em%mUibCWIJFI7b|Qge7%zw{C1I=-R>=K*kXxAho^k&|*oeWO z1Mr|A@kUyGEb%I%qwDz!7r%7ZJpV|I8mlX7GxDhH0r7Rtp)yMMv&n2t(I0y>aDf8< zgtxI-G%W@CwkrXFb)M4}LE6z3}G^RPOHx!dn|%Z^npH7K-o?CXJCu z1TnzjWDdrY^-pAmL94Sq{@Yno_mPKd=Oyg@m445p)`)Wv*;A_c9hhCI-=1!uf}a^E zw*+*Vhs(VdI2_&A_<%x`NqURIw9tc}tJ;%!JcA9KLt#dVQbz@8x=!u$vmzR$9s>2~S8-ahx|O$~RQk+wo$qfo36U?a+3ml|#6PvKj%ik46zD=hx?D`%PWvtbOc$0!`3nk(VT*d=C4m9QoonWX z!tfm}r}Mh8BJyz>!ljQ8t7r0>CyxRMfBL3dJ|_g&;hrTPssC0U$O*;}F3(0IHjm+7 z$V2;Q+dc*O#{1#^<1)teY>2CAL5LpK-oBzWji2!DJI3k1txA_#VI{N>AJ47N%{?gRlFCO&S)A31nUdR-NRv333THv%f4i zek$Z@gXBq-iw0a@mIFF87tH~|aOOZ&tqM!-73zRFMta@{suwNyASwpBq~0Y;YIom2 zswMD@@}FR~W4VGL!dQ*x7SxciWR8NKHbQ^u@}K&zkZ`i6&s^Fnc@thPy?LX`dsCF1 zxZle#poxe!qi?5N>Kwvzw=xqUmx}Dx?@s_zv5O(21;jz0j!C(8=pa5moENMv79*L~ z$~pSc`1)1gP|T<&V?^}plGVw?_!mA#AK_ZxRNdRL-!@28IMmol^MQsVRh*0&)3ZJw z8u8Oh!s&wX`{+ILm`0(Mli{s{tNaBOFB;w_(tnpjKD>*>5|o9ie9oj5RQP9MW>wdr zlbra@L|~y?45PckZQM0GGqeuH>5cq4DnszcOS>;NWaI3maBhdAR@yEP+{E@rfQ*RZ_%? zp#N>^n8CmMmg(WO+BV9fExKzw9xcu{n78I@>*E3yLLOwUJ*7i~^axDZI(GvoS=Fpz z5%VJo;gtCDCO1HyD6Z7sF?WK!ZTs)pE6^ZjB>x8k6b^rhS;<*PSA?T*Z;!Ji4yslD zV6aD)OI?45OdLp(^@Qg=8}Am5m$r4mBZ{4>+!Vdd6{>#t)TlM2#^2NQ)GI1u8SkR* zlXZ0}chNuIf0%XXcge>K@AtW7Iaul{X^vEKZA*eMiheSIqnSWB1D7%Z@0dN-b~(PA zgAP~n631TR+7Y$Q@}^Q%TJTpiW19aEQIENWzHhhhp$a@YW-ieHSGkPco+ zYTOqs-1hxtZ@#LZ=9>#xzI<=3_v(x06+MOt3c=Dxx-oX%rRy$%S2yKU@{#bYg9*dk^$yXW2)~DtA*S4U$_z2EG?pxv`0Sio1t^h6qKw z+Fl({bECA6RD@rGq9Ca*cjc|JGjiEXHRuAQ@>Uy8`UNd&d%*Q$(GSLBLFG~s+IJ`L z!uwY@7o>kY9xuMy+>OsGXUU^nqYJT%3+}#J1-+s~U)I6@kD{v#YwB&|LlFKTf=EaY z0YOqynt>?YDcv=?OBjlP!f5I49NiMqCEeZKFnY}QydU>z=j__`Joo*}WhmDIofUMn z(td%i586HJn0n0epTSP`azaF0v7V9g?`X2)9(x&oY8M|l##-L3}i2I@158-n6@rj!MZW_V9Tyam^Zw5_y?k((^! z$L3Wrh|c6*71JeXHS&t+P+cw>`;)XVu)Se~;qWv1ET^4iZRBFM%8H*r(m`?#-GI$f zeh%QVS?{0potG^--QFqQUn3M;Y6rO2VuDH8C$M-jg2 zSi-h#?5BR9#Pfr@p+o6u+gU`t21@=Akp8}$D3g`^8404m1JU?S$>M$??Auq2v%+4* z-W*lDoWmP!a@CVDPgrjFI#Iz>R~Kk?=M|{w?@Kul|F>ofGtie{Cze$);wPtmd#g?9 zGe5yi(5d+jcS-ag#w5%e$-78s_dgIXuA~81XA#7m02^qm)DD(gv@u=X*ODE;naEGS zX@2?YadQ)%<|zLQSXu$ zVl0vb<-c=MyULQhorrX0f#7+ajXm+$^PR|qe%jI~B43#@pGYK0yWR;Di_eiw@>8qHC*gttone2W+vWumAS? z50Ai2X68hhMGD9`;msoXpA!`gwUalMxh~hm_#ZxDM9q@Y2TKMDUKg<8e@=S5?yD@0 z_dH|yU8DF*_M9tBg;QnS-ujXR!*k-mjx9a|d!eh`mk5ZWurJ9!g4s>}iL~iEr8{ic zKgb+x>bAa^8VLLc>S@TABg?Yi(KY{-7v@bj?hM_PdfJg}n4>71HjIHbM}2b8U6u5C zvbgkZKPtZcC#2iYqf9}LqYhCm`EK3=OGq2+p7}xS|H8cd2%{ZchWRZh5qPCjSpZwE038qPvl)}+kF(x&*AJ-8~{@|!i$UJT+ zj`gmK?TqSh4<@De928Hh@KIZxo1=zs3sNY*z{3meOU+BKLGtsoLJw$Zb)^h!8R7?G zr!r(7+SlxG4S&OlIF?f^U zVzemdAbb)g8A8*S4Y(9Kot_^g__oBbzlqo1jwT@YM-zWLO^G7NcMY0s zJSn+5RR)NB<0a>UK<_7egBQfumF)Qq;o1(#K(|`1Nd=r!vgCsmLHV=&BeCKY@N2#{ zKkfLdid4t`R|uWD`iJ*vhj16gSnb5&h)NNi*Vvhb;-${BehStM{9_$3yiTns`X&d3 z4^2}Q85=7w4wdW@KU_*4@gVzdGwxfRRFvFw*-3s)bu}i`N`}r$jIB_dSn}psy)2;o;JPBRJa{40@JAZMI@_7jk*Y_0n^_`tUH{t$t>z1TxaGr^>4CcyLx<>1a zHEBX2ko7IBzvOK

        r1p+otjo<%qOjFt(4@R&dx6+JV@&A)*%@#I1af`uYU$DcQ! z_G{ha!C7KIsm(Uj@ti0Q)KY)HgRx??;_b%F7Vp4KW%Ews)CqqFElwmSZQH-?*pGEl zGjA0mAm1Gum+0vfKl?sGFQunVg&Y5EOJ3H=%W~}; za4_O^-04lO^Hq_T-z2U356d}>6PqV9XymGp=Lweil$I=~MKh!^xZe8F+_^mzp&Qxz z#?$M~d@~%?bg%l%(7(AhvQA)%&iiAva3!N+b$wm_iTWF%%iK+QpJIF1r82-U z2&(3vx5lzY*YoRN?@SxPn1EI>D)eN!W+F3<9KbfJuVJNgmOCy3W&>8+~Q zJ`<^pdAHQ4auuBkQ`2Lf3n}wC8dtJ)zP=%Qr`EkISGH6PVI~GT;z{?D0Ev^?Sz4+&*fkT#97Xe74o)3bPVHGdeS@b&u=Bnm zH}&V2?O%CHU2l&7M=8Q~eTbWm@s;@1cyt+F;}T*@%PU&1?Jq$x&Xf)*^h^2P-gjgb zAQaYnH}n$jr(Pu;?)rid`r(jEB=e$35wE@5>))6H z42r@^qg^L~FhsPuGv9;1*~&c=t%*Toayce614u?3gs=hCYNQeSh#2NCDjnjr+vyI` z#p(5#@_!W?@d8gT{q4*qc9qGJW2RbPnOeA|To>9|=PfTkjY(H6AsZ2(ed>KSf-9!v z%iP_n&HQarxxv|sm_0B+3drTkh@b!PK4L^~j7@z|0w1c(yHJCpmf4GtR>=r0 z-ea>Whvys(|D<}?Ak>lf52OP<;%#c8C}Qxx;pFnY>QV4@0n?1IvOD>6T8TX04&jl} z`>8Cn=U+S;-R-NXxU@MrQOj)~F>1su&BHA(Q?Ji=3z%Ssv0|m$d5S=radOVCePfTf0qs_;A#s_ugBzV~PDRXKIZXe&=@+$8^>g8*q*4_rVP3d6;7tpd%si zf;xv0dlk`?0XS`23jv!MIQFSgha7VSKl@CwMuv*RGPDu%FOH}`tJfM~fRd(ta?@et zQ&3+H1=zO#I8#xxL46Y%bR$EurNYGIDb_qKq|b>XD4JsC*zZJZ%4k{SDvROMv9HoQ zIUA?+X_-!AjP?_cTyjgQ|I$gc2eRbj`6PKM@xYD{ZP1fa&n%_D!;IR}E=>4@=cx)v zRn{5z@og4b^kH10tBwYCKLym3tA#<~gDRpLeb3}x3|3w7fi{&;EPrha0*P1RuJW_s zfC5h=s`m{L4?8FemN3czO?I)_B@*&$qnaIhP#PBc6@Ducap;Y< zwdI7P+VqtBeb`*=;Pw3b4xV8`)Mea`@obFl#WQOW#^-jg_ZWA0k&e?kDz5f3z29Gr zEtT&rQQvD7l`{rc7ajm+k;ciqdf0m&^U?En%K-L71J$>GGeKrFB9z_v@Fdgicm32$ z<6qH;Im!&X#w^3h#!ocEuBt0t&e=K6{=aA9%ZtVXPS&xiGPq>ut6i#cVhS2`yh6!T z15Q2hC#c`8AL`IezLs8fK6YMjc)lAfJ~j8wJQ-8^PZ14h|5htM{TFW7e-YuNE)V0zXT*8yAYWSxk==Toyo z(v5dRtVkz>P5R$7dvoQ)46=Ajf*VS^H1<|N!fjcqzC2;ppy$W>+e0Ei2RI7#)CM(M zTc;F4sSK$t4Rkn)Z3V1w@v)K8*iUkd_dFYWYxC^sWwFJuvGf8{{sQq2G}`5!SLf_?qJ&8 zE2yAgzsut%J+C*pp;NVelhcl-amSQjGF?5uUh}QbwdDeV5L`e0pgz7h+y1Xx6d673 z(|<*N-CUPjT}nmDW}M34j~72)Qy}mB{0mzVDg`VmW z6~Xqid4>Ecxze}IYC+C`~vT6*t%A}~)oAxz!TR-Nc z)NqK9Ll^62TS7d>Y)@!)qXQ1=93caRS^ukX3qK!wwt!x42xcUaf#)v)}~r{7IB z+HY`cEiU8!6vR1p`m$vhZ}?qJq2#Bh{;`x|qFOG$ZCq zRi8|h;|N`qAN)yC!wWUd7kpfP6+OK z-xOEn4_=nf^pjte6voQ#YoDa?I{PBb^HzwQfaip2T_bdf0XM|M6(W0#=)}=`#@+lFH=7Oq0jT@<8xs9Hx_~4Hsl{AI{RyAx*6_9xJkoDT~T&hKnD#(TuwQ zhobpr;>6Tpj8IHQI-<>~|ME`zqq71TW$z8-2r>xkL@?F(SYNE@H%Faf^iWr1xzVF2 zf1N`TP8%bOS);q|r@LI7+#6l#t=3A5SYi2UO4@^uPZVFO%|X4z^zUnEKgZ@xMolz!QyI4^j*N`Z33gWEsz& z4cYfmfM;CHgY*~r9K-1}YjlT@Z_><@D^=0C&Exy}?={NL9zTzhWPB*ru6m%Yi2Q-e z*Gv?!b_}#xiE>TJaZ@no2KxT2vwZ(VDP^wJuK2^2SWAz78yj>{&*%T#{t_cT0^)gG&ND&53#=e^SM?B*M|xK;XkiLXxkuQn9#G;yD%b{pQJz$i*P4tA)aCr_R7F>*kDHQl%r& zCecG&te4hIyf;)RmO@iLuX~*zChc&2C|=c28n!44dto8bH z!g4L(xlk9)MYhnA)D>`nd61F2P@mImXRSlfD~gIGC_S=!r+s#_kdK}k8|)||Op$$Y zEY~_a-dcoYo~pynnJEzDe^No5xoq%y?UB&xn&0zca+J*re}gLjAyMJR0{N2g(BL|? zZ1I5B5^?lF1b&=AfsILY010mGG1hf-=iPa2m(JhF2(JzJE5=fco0ET%Nrn*V9WT!; zd&dDr)nqQgBCHN5wMKrK+lqS|xX_VzoaA}(&kQ?Qmd+JxGZ9@%?*(`h7K!!MsXy4w z2NfQUmnB?8R4v1>a_d#hPZ#Rph^FVp=E-3iV=48qeiH}2j5F+$`Ux4cR9_GJ#U5oE zOSl#P>$S6xE2_|7)Ap4+)qW`tYNQIwU=blkmb^ZY*ol)cejYiGQ^c=zv=OWe$o(%c z#Kel#ZU|KP_FoFE*)U=CK05o*UPb7A*_(J-!@F=Xk7Iw2H#+5k`{{cGY1PH~5ak#d zx9R^K7{&A`l?*A+8-)kyvt*2D|c$WlK!4h&?G7klQB*)Fd|GK$~O~~hD~b1 zQA;!`EE9A|ZPgquM!C{4)KB`A<}g!fgL^BRoluok$3c5txNS9`?)`RqLzq;Zs#(k7 zhE?^Oy1J@}(2-slkS8_Xo^q!9U(vo^m7CI`FDf3_h=4Vmr5G@avOnbhs`bAW9iCFQ zkNwA=Ugw4#3x*QJ)AIx+;Ow!oCSYBbGep%0@L?2S=)au=9};*Y^W$5R66lE>7UITf(6AIOS&K23tksi7~Joq_MhHQM$yOB z!}Lr9DgbOaYJX{5Mp6RDSLh#zzy>lCy-7U=@`FXtw(E(vXiQ7{zr_F*W&~Q31Jme8 z8ny`7S3=xtH`0|`mF)CzCT&Z=(Kh{j7}GvRSw;{$OYxKBxulfW4 z4h@Aq382D!&xg65Hzh8T>|{$0Q9cLpZ6cT@6&{5(e1H~lj70>^zCZV^8vJ}1l1NvuoXew)u&E+X)mi<;Emn9qRaS~g_-E|R6VN!r1w;~&V(=^Rl=kX4rU2=jy$l|&RQ zDhrVJZZ3UkFX}H<|0r193>8QiZd!LkPboD9#0x{O6Qzjzs050s^e;)ZkWFhtQf%eI zP88szl8Y{HnbWca6WC8@l^vl%iyqGi7t-2LZiDIuQ)WSw@7VZKA;CAvsCEi~_JHW^ zUN8u%u`2@Uk)-Xmg~tA|La0O4G6Ba+70i`5ZEC~8nvb!lvRv_`{YPjj|8&8ZIv?|s z@+Q)G89bSnUDU=4#O>^VA)f6K$|+cMKRp#%9{0@Swo$_}wX*HjZg`7Iv5y>i4Tdp) zQ|Bu0)SKC;s2qf38{nhPUC&<|WM&~tW9I%ce4gM7<3_z{1aIoR4tu5+GxQJSeSJ?b z{i|R;&n!ll{pwi)wj9|CL>Y1CS)5nZTxWQl=m?zoayZ7_nh~Bd_l-u1FwcUJJL==t zF`;Lb9c6<&Z@eAjbK2|YGdFrQAN^SaE1Rm!-+Vvb&Rla!3ZQKtY5w_=LRofq%0-KI zP!ZQi!)*Hc&Uk-c&l##Z%!+RpDX)&~rgVAxHku;kxafvGO>AH!A0h>wNcPm63zyk0Ma@V z^U7J*j^uLY`L7>{9VXPVJ@n6{9p?%bsdMGp0{M5yo=*_Md*JZ{`+$n2FfjI znByBNok)CY_M_5TkmA_r?O((B#n?W^*__*(ZXNY~Ig_rT2dNX&gIvIhYUH-?`>phN z(}13iC!WZ-1mf@0(go<33q@bnW3YxMoA&&d-;6llc3rY;qBEsd1SAtv+O&9MBd$TY8=7>WKhG(Q)nI2svf1w`{RfH*GwlONo6*3EJb5&@U4=zO8xHbW3okyZK>Ao%mQpv!4jot!xjcs6hv5U-A z{_(ynmKd*6pBRkNwG-7DjeF~+FuU+o8UpSN6#h?C#gFL81`%_M^}TkQI7`j1z!Nhk8PcaS z@$Nypku0;*iMFUirj6b=;Fb{YcD4H%vT$K1K993Qj7081a;+UDj{VKTvJH%D$}C)bZWQ1pN(;bN*4H#5KY(@^A>gJJ8IQxgL#8YIvl7%11PS zo_Zc+@JkO_@<%o^2Jzn)NibN*7(qLnT@qu}kZ=xOUXr6gAMN+;uvAcgx6)^ff$iqk zxZP>G*i{L3#Ou#Zt=iYPrC~XpzEMhH-H(4$+mL!<(4w@@sR;x++uQ1WD9@xyD$951 ziS-f# z`Z%FZl3#u_yQ&p&6ecv&_lhn=t?k8e!T`eWY9y z7w+R?mDyBQSln`m)BSqdE`*ZE;)M2jP#6DlmMMoyz89IX`6e{r9U9NYB&Mn*1l`UG}CO>rA$kX!V_&;>SeckM;_kBxK~44BOBSkETiM zi#2f#&k*D0)svL{+?Jb-`~)hyJw*-a^1`ZPWI@vBKXtQGkVHNQ>Y!6>a{f9eKkD3& zVbcRNRr;m|X3IAqmhQ3$c|#i5pi|GOu4UeE8;JI>>rb6SYHMcV_asQ(SZMSko`H#$ zZM%-{;buGIz<3TPJg`>dA0SLzpU6)9^D}?!Y15l2OC`#n8j&QEcj(kC z!(>hTRM*uOQC}TS9r>PPz;JAdQ2OTPP*>Zl{wAqu zvLNzV&`mD$4PfXvXR7C@`a|q)g z^fuT$uWmssyFQ4kwn5J~eW(_V9=oq7x-J`5kPlU5<5TZVRLAe*aiJNlLLbiTF9lIp z7Hi9ox^UDEW1ZK!R;)-?Ul#4P#g2M#4j`BTY<9)Tj%?m1m8 zVeG5x(aSO>KXQw{SPSty9l%*&B!q1iBj0$q)}afzdLW9~HU=}yiTz5d5MSx&K9hGIT$ zItufOKTOAyV=s#1+%cOocZ1?DoG|VoyP=Q*Q!yEh{oA)_)lDL(OiC8X4nN0U45S!VM5jiB1FHwV zJ~2Z@E)}2VonGa@@6nopZ%LB#joLRApQ*v|fw5mWa+=y2xZ!wX9^YaV7N|gNX_vxW zu9(jXGBVmDUc(va<01=@`QpeGn-`fzwbtTW1XKPnN(jLeC~YSa*^Vy%mEQV$?8zgG zcxD96C0dDges`7x6k4G&6L+3}KQ4hQd6l2{=U4)t7NvPWz*_I@JN;`Pu7RO)S>V1o zk+CXoO8wxc`b14ZW*wOadb_`nNO8a-GKL+|*6xLK-?Ru`W~Q&rKIgNCO|Va891}Z0 z66Lpe)I>Q&BONDv`sMP!oYYfQb_C1xhl(63CEKi-r2sE|xkgRyi#2 z_!Q_NI(|`^GAEDOk3ehbM|KJ_*IVTuf4oRyFscw_g%IlP9i#a37t##=S~&}8nWKU~ zkJW}(Ino1psL7cLKXK`~_mn*Dy}ol{G&Y6ILz*a^oVqjEQaq?UWi(mx%0~j`&Axgr z>gUNF1!T>*bb9LlxsZi5 zXHHF#i7V*l2lA;WnE7bY5#3FW#8U*aXP6BX}QJN3-^qvlU(N z3ezp{Beb#_HdHDy1cv|U1JH%77+7{Gk?}7W$8=7>`5-rN$rqM9$rD&ZI{lgXu9J2K z(+jhECbA-b#{=^b4$%6bPxYXZjFb5S&A5f8kD%?GreS=w<*Y2zs>ELxnZ?a#?y~pi zf-N>kZ5M|wawWd-DS)RxPvMtr(pNkCUNS6}dvX(X8bDtir`9%^I`kX&{H@h|eCQJ6<(2fQmX7|!)fQO_@~M?d zyrZf^JOq3WSXe4*{kReubD_wlr4hWr&RzGUqfSsaD7usPrz*c68~}$g{9~K`3<<6%~*MAqeVO* zlU~x*$L8nbQsx?TQ!U35GpDuo+dc2ot(QSBP9Xj`|3GAISAz$XmLmxrdENEHH_Vb3 znHAaP<&*jiZEV)XWeGQG;Fyl?n9OSxm*W+L3jRz7{2RsV#E8vD#dbB+^Lrgli#)jD z_@A=2E1rQ-y{V}$LQN@3Ts+N}Z}LKSjBiw23~rJJ7^K(Zr`F>`{wu7UDM%UUeJ)uv z-v@IfFBTwzv*1uAPGsx)!_t-G{H6w2*tiQOxi`mYRWd}ZM-}_$${`zAnI_c@li#Z- z-Z)&aTMMd9LZU7zq}uCVRaQmJGh=RdtqD|B;LWrxK2|vMV|kxQMfb0E?E~$Hdv$Ep zC7K4!ByW#D2@7teXoWFa$Bd9_TErb2GINcUosddeF@p&5X6j4VBdkBxf7?{8j(uyT zs&)T0V|dR$!dK_JC=pr6PyZs;p<<$V?gIfHNb0Af+dW)# zrK%UnV)t4`!aImg?w98S6j>O}8iW3|_Y_bTN*^A&k%w6~i=w3Elv)>obo)@3^+!!z0v*h@(MhuLINjs?u+ z6VM}D#E1;^yY#}|wet(}$s5}4BE3nnPq_p2^^%KT{Dw~B?|U4uW(g-eet>CL_=b&1ZpAxo92>>3BqV!(5#T%M@x%#ODWW+4RxQjt|b6 z%4zKFCOtLaQx;1Rg{o_~Bis-M4>lc+Vl8)E+Ftg#w=cU@0jnM1u3o}@liE)UBQf4# z8(rh@eMRl{3`J{4pW^YTm7m)SZRsWYf2)?~Tjbl_`vpfUvQdWtE00)jvqSN4uzweq zr%-qCWV*+AqarK}_7?chS7zjhVFB3l_XH4mrO#0RzduekVJ*`BO8T#$1Jz398KE(1 zLu(ISLN#sPqn5v1?xN1h*p5ZiCwI6{u!7*S^45DQ*ab(W1@7Z=P+}7djb>V%3sGPo zwc4*q%PCX$_`^O&8%YEwGJAMQOi);&vUvz|Ahgta|@JZF1H zw>Q73eA-(n*U-l6DzOhZ5Vz4hGM&Tb&$)4rb?c!UtZ{oId3Et4u>G_`oXhgqhmM6b z<-Zw*f4~8I8j!-t~TfB13r7gY@u^nA|}b8;z4LJ|^pq zW~?FtsxZpAs_9r&?9)FfCZCGEReX5o6{=MnLl4;KS2d>iM81-4xqjsBVAz648K&t- z+!Qljl$!z4?Ko-QQcl}qFVZm8gOq?O%J5&0Yhd=G0MpwWgqX0Blx*~X?c0`m20~h) zzHFnb;iX$S^5j~(8pp>Cw|IVq2Mw(;OWdNx7Vmxfi^B5~B+-mgZjTQGl=fBPQNz%s zTtSVw%jtIJzAlUCs~h_=<-}5!u26Crr|VGjQ;mh&uwE3KGAOR5xQj5Gw8Dipwc=xO z(T=s+kCUz{@DV;7GOb8>fLPLzvqTu!%2MiTpA7U)^1$J~ z!n33>+hUvdx4%D5yK4&)vp$aAgla;=29J+b(({#P-*0^xgWUIk2Z9-wKJz6XjQeNY zzlr^Og83`3jRJNEqyrum6dwpXwB-|1#auE!*?(mplPP0-!4@;gZ&UEN{k_x)axVG$ zaS`lvl5)uI(f^KG%DY<9JC_=q=1+J|Xr6KqtckSZDVQnR=BIgoDCe?UD`X95 z3(3+=eCTY&la=^Un)IbfaDXC2#R}&{U^dEko8K5$wtT|&#}M82(Uxe`4WWzntmYfe z9kZpkXx8D`S_hGC&m57;mmc8eMzu@k+bF10(s&I+v5ZEDHaXoxSe=6%$NC*t)lGCH zFcfE4X@rSpJapW*7L+9r>DP__LLbQfig!6YK21Tc;@-Yr?Q-$YF{?Rn6t|VQGXpOh zpO>fnms1x$6fXL>Bc^|-T+)Px%iWlh5Qg3JJV+PNo`=+~zU-*K5KE*p6UhS$Kf+qX zBA{x@8#ZSZMBW@?= z1p36f%*$elGyj-qE!v5Emay~tZv#oso%wermRs~c+50t3*OTR_-&ejDC!@;!!RYY@ zv+ixb9Yrl(bJx#FM;sr&pBaQe5XRm+rVoYT=%*>a^Y*}t#4S7qWv;f+WP0~Cu;XFy%pnUhraIl zM^4d|N1rP{h$Bm<)j~SQVm<=lr)*HT&oa^qYjOa;O{2qOhxR9y z(aNdeWG!r=7X{Q0E|t^|VLN)3?gv6K)D%K7kKS|{! z%d5-aa>j79M!Zp(vbqh=8Lw{a$qd)|+8 zE_cX+y!-HYcZMkx=F^tUW}hUjN^LjwNJ5axz(?TN=Q4dT%f%SyjhSQm0 zZnUf17H|MzT~9#p?&*Cq9WMjUEovN=%o`OFq}epBV{>lj&I%gmM+Tn!ck44g{$NDk zDZAx`1^UFb5XIKoJXX$F&xW7S+}e)1#Bu_kkwN;ywomvBc}FgCV;yKOYjyq`gu~X1 z$0jN#d2-u-PcF%LP&_*j4j`?wE$VY^lEInMqDu8wP&90qS@8!REn)o2dCVhgj_#rX z`nq>>Ag*#57*Y;3=StHBolz&Ot1F}oMzt>F6>63Zj<}Xfz*D3uNniAQTb1xcz9a}e z-`9ViIJU%mlEx(loSAsWP7(5 z?sZf+f}U7a!dR8_an~jmyd!0)j&9D^++W{;AEC7aHu<^U+u4GgTwQhyfm)&2H2)ze z+?7N={{tzUA;Ycxrpw?-GU7#kV5omzDDt_pPgpof=xvTe;UzV=w~A8~jM!J&*-xau z;NKl`ij_nj!SF1;mv4B6U66gd;0^Krt&heM1`59P50tCebxL<7#J5TUEbf8GN@#2Q zPek35W~XqDf`(-5x$<|)t8V40VePZ=7gkosa;smIO=j8*VtEziF}k9FwRC%m5pJiR%m_r<$xw#+8_i%2oa3jZESFKdS)y*k7Z zuITe=>VVv_hcJuAOcC{+-|a6^!j09dUb#+9_0+XE$;A7Q>-V$&NouqH3Bkc4ng|m4 ztZM7$qLlNMU^HLMcM2x&i!6BheS}+Ow2+^YC<@)K7XZ9E9yX^R(1|Gggz$icS613z z=v3m_t>2|g1C)mll1~Fj13deT&vM(>|F0C_mFNZ*EHM_JJmjAZph&m4F(0s^78622 z@@jGmiLD?G{$^{4yq@&F#0#&(yXmS-gumU_1DYrK25I;3Lz`=a@S1e?1=&H^K0L8$I;AE2g9>%fU zp}ypA_r^LydM@WbS7C~0{3=cbOC_c!R`zbc;KZoIVKp(f*wpY*Ha53csTpc<)EY<9 zIf=!5#6QY0?mWdiVd8|lvhHQ|=l*_F=C?WM@0!LYP1>C+3&SUaX0WkMB*LWZ4oKmIY@hg-6OwpuV z=Vr_A`Tdz@JWodLF;G)MhImF+qHWSqC?;Q;v3b9I>81lsb0h-^g(yuiJ})Z(xMfrp z_n~l|p;RvGG*Ulb=vJY(yT0CW(U<)LbrR+peVNf~H|kMWdBh63*Mbg=leVuvnh2g_H`eguiQd|S z)PCKEbF9rKfSV->uFio zx5PFa0l?Jf6h*)BiN{uWupvj`8{{+}_=5okqfVIuSb4S2rV#@7@)dID`&Mv?*atDL z-VMX|S8_*ENglCI~LXf7nFX_at%w7!U-U{cQmt)KzsXptQLsYIfmh?J3x3R!%wEOgbMsXj?Kqm7 z6x|Swe;^JsV~%$29*g|}N|plPKQrIPRPAt`0)K@k?DG?lM1-7c*I{9=8jWdR&o+T% zA$kk`WcPEYlUEo#fMAEEm)xJ+qbLD=La%-@RxZfshH83bbsR%lX+@T<53Eu;7IH@M zdek>PU4wkx3cwD3d^+b}u=B@W^szzK;XtO8*?6MPvU-xAzq@|CN$mGOP=qzClh6Lm zWv##bNvGt!o+kT(T)OZoTnb0?nsj3~RhVx%b^d;BizR>v7czcW{=TB2OWdD9 zxbk7uz&+n8)O~PL_kdC~!?GpR(N};KMmayxqTkxn`e&XFm@S+-P=vk~lvN*bJ&S;X zfx^ELXp*60vOcvRB!6(?J2ub6ic}guAG}c#F=)6bH;we@TXwm8H#Q?U#xM3?OB+?o zyJxVn$&<*vC11B5H*v>`toOP`7t{WNF*sM{sj}xTr@r$BKb$t z*$mH`TT(bCjpj115@O4NE5s`s^>$33l&(!Cd@z-#Tf}@)D~Z-_*resjI?xW!iF;?E@zBIpKGCAV$jNak0dFu| z%AGkYosd=sc6!U35Y1ARJQ47zzR(uzHyXR?XPJ3|HUaIzKEboM3x6KMkXMn@CNUdlFepzw+?2#*~HtId~IV%$7 z&!#u46|ydgFLYDP&q04Fb5}s?QM@LfyN!~8cE>5g8&Yl18X591V0FM7Iboj}l-&;s zp{De3dtt0%|M2Fi>=6KUsmb9mA(XcSU!5!UJfm-1n>;xA6oMZVGgB!lwRX(g&1&KC zz`rBd7~u<8lSP0ah&|c70ycv)2d^&S#L&Wd9|AM;3+1%j0I{g5GT;06nsV9RRuPOp zdnssK^ZddtfolrIAE|mHOl2QXFuoXsKJ>f?kEH)y5}~zLe<$xTTz0KP=;ZdShliR+ zu!9uP8^*eeUeo?M+P$AL$@KLWQ{tjooE3ACS61fk7d1^(i#O&M zJX{xgj_QHLGec}e#$W@vt6(V!oB$Rf=8APmip{%mfF^Af>gAP_x2*;FjjzOoDV_o0 zVJk>*J`)Tq|Mm%YSI{EA2<_bsDK7Xu4uyCf%P{Eep~^lGtzW>b>Qi|A2OLaC3`Uo@ z7Bj_R-IRKshd|^_-jfejZVHKRX$Kk<{n?}`4huZrmr1TQNi)yqrp+nQG__iCiCW32 zhsl4@K5P0L-Hpg>#fK-ON&}r!gg47fcq#GosB3;tm&FJnaDLJ}f(%s!E-7y&5A>BE)`Q7g)KiFVgPCRvP z21;df40v4>KkwjTlh*$#xLbQ+H6Es8qo?*4j&ZSb(SU))5a{q9!;`Xlu#N>Mcy;Y^Ed>5(SnQxxn5=?zg7TaKObwJUz_3o$s0;*Zc z2-_fT$)WCkVT~mO9KveOgls-!9ugQJG6(j34vi9TH5ZFba-30u%KgnjwzE6`G1C9F zdQ|zbY@*l7$y3Kx6G8jCQwn`1IiZuDhkY6ST7djsAAB(iccRD4l4W^U%*mcZu&-Z@ z_zY6pKSAB7Y2~%d9wyv4x^5HS?QCeEYi(uF(ws{zfk->dwi~zLUjLp{;PhW;HJU$Q z#WJmYNms__$#X8yDPS2W!3*DLQ_fKCYM737d-}!_9YbWNY_lHyaOw47 zqmRJ_K*I|*AMo5=xO9w(Q;^ua=!Ocjg}GARsJ19CL$Dyb8?$H7OAe^+=yNaIv#!ai zcZdS92d4O2^PmcMOXw>b7PID0u8;Ri-Z-M&_oG_-LOigBW%&}MML`{uuK;fJZpwym zEK+*bUOJ<2Uu9W(afd~DI}SDBCtWs2ZJX|vA+1AT4qg3RuhktuorNA1zux~NF;N~& zJmRcIL*8=@X&qLNL2(|Bl>UMh?-V6!5`p`W@y61w4APS^+m#WEJ=`NdI|uP^HXI;f z?J5bFrgbj8_G{&!t6o(ZH!J9E3dB=@*CX^?93TByO@G)#`)b(0W$ElX6v({Rtfy?~ z1G}@i7Tr))9TBslSBBYoq!Ze#UQD&$PLe=RVQU43Upee zPb7@#LX;<&gZsMZ1I&VShQiJhOFci7aBRV_;%qy(_q({nQ^hNL$%5S@))U!dcoYF* zkczg`&EnOf)&GcPjz6GNo$oeU?spyC{sO|(TI-7`i5ulfKq?TN*OD7=>EAKdP{1*) zD6^z@DKMKi@>z^mm9e0Jm%9Vuz?WupqHMgF3qD~|o=O=HH55|2D$ZW@TyjoWMCKlP zuz{WxTw2;QdU2+_W;g%M0DPif`teW8)$ILEc-cON8Fjpxs<_R;CeEA1PyHQ{w9cfZ zc?MR|Ys50e?>}mq$%*{>%}I1J%qTC$dJ?8?rMK^--<06esowE>7m7Rjbq390N#tDs zPH}7h7DiQ8lp#6g4wQ$9<8OA(_CDUA;{hS`g?5SuWmnic!iSNxUNM`AU|D=n7At?X z0WV&6&kag{L*#au;L05|q6ICujhRBdbL28<6?OrmW&-tOW(Oj!6tm7KRF|xFeYk+@ zTBq2Y^}*2|!pT167kxa@*wZ5g;x993!6Hcbj_~7S?(-#y?f~(wXqUR~DlcOam)v`$ zF~M_n;+>+);(AAlL5E?o)nn~Tp%MGr>&o+Ct;ROR{Ng1pjTX(kX=xfqfsE2Z_Qhe3 z1Hvq9cKs&VXzHBWSWvrzD{vXh-stzM6a_1UzOFv4U)>GGy-xtyw}qIzT!qHgo@aTv z1K#+%%fy=!5=uKeDP_Zs|8QuhUYmk^o)C|8DeE5bEe9-M-&7_4`b~6$K%*!xu3~1t z{wHtqc|d3rhCnlaxzLj#8mgv09)o*9qd$!Hs0POE8-67r4}0-PdL-B!Nbhjm)<@>8 ze>j%c-yN%w5%RSHbFO1nw>2)SUMO3W?a*06|CXEGMeJ|-5}7_~X@C#HZ_UH2c`@Q) z5qqjpmzG3wgcl;I*{?fC{T(KT=RO=C_2U#;Y^tIGRo1ksi9Q zjgg*lVa;ec1(HxQBwBSQTR%?y2dqe|yWYias}kBX%C7%WHA#drfP4_47xW1_34N!4 zcK6TeND*NSm!xFMj~(8mOMd2hg9KrIz;s#Uto?QWt;|Zk&qlpTdo+rxOzrKjMw{lJ zTzpnjm0Q}QNIn`7gP@_VZ@dqJ)4bxu!%(!WLulEx3W<-)PVhZVp$&8DqWkWq^D2wc z*J~v>WrSq(Z(u&2@B03Zl{%|3Uv6m?c%`f_3F=i|@@re|BlFQP?B1b&t5$~ML!>9s zqaJ0_0jGh@hZ>CL2#MC4jYLoiKZT=@*9RcoIm}&5dMf7sz1Ui;OIQUa2QUeVs2h~3 z%I(Ah86VZ_d?r97wWlZ=giI;gmIc`Cr2x0IpKu2o-th_?&RIrS_jz8`Rqi*cRR;Ae zfL;V4^J$<2II(VHKGy}fU~K6p1Wkx2;YIc|p~mYEG!VH-u1uc`^*mg9@g)0qB>nNe z6Lj7LIsHm3!HDQz9#{FvCqlmu)OEs7BB*e?90~T)hDQD1$6dD(kyw&c-X9IDIastw zSyR}j$>6p@E5jiRJE-uizu>19jThRv)gT`pb!^g5OIub|O3ilFdP&%F$9DiJ%>Pgf z>LzcGBg)Lfg!cNxopu8Hzx^u5xBqY&(?Av6?G#k0?jeq-JshlYM3ooZ?cD0LckaLx zx<;(A__;0W%-${aQh&CxDfsFO&}8|eR??DUu`PvA;{#_Gl=%p_!;wc8WeIO*{c_&S z*P%}|K{Z3$Mnz`Na7I+q&tq2i2Ai}m?$;PzYi@mp7StRkKL})gG%ffv4DmM8r)RhS zZYNDp^ceI4@+#ju*$%qIpxMv`J6?Yy)Ec(`q%zss&9&#cDY;8K12nB+bQt|&^GCz` z&X_##Sayzc@+wKzFCu5s&RivMmQC*lMtskizo1IYCEw~yEuuf;cVq1Zbz?2`SG8@z zE&0Pc)pEz(3gFkzJ>(M>GC6I`!FI_Cpid`NuUY@(UcCmiLculFB#ubdidnl)i-9Zn(O&@NV@E9luI^$Y9H zoIIru?dhTSAfK?OKiepk+>{wtw;nI&<-vyWdw^fR;BufznbMy6ga(}XwO8e>`L;ym zWzG~w_8*-8;rKOLXQPC^!@eSpmX#k_hUbB&HTY-wGD4TdVzTI=-lkklI}HJ>%N!O9 zRo*z4@^L&^1?C?k2_Gk{?$%SF9J! z%U|djEjox5gy%SpdSRGrZOA+FUdHq?=zz0{SfA~Hug8D5{liK5I{DX~#(@4p>%!0` ztj7@4DZ+V3rzQG)uO9nTvk2v$^5|XU#4BKRyJU+npHgIl?s**U`rI`R^I#zfQh6;| zw2|w+p%-k&9BfOM))uU=J=O7_tAn(2RpkvbH9ekZM5{p+l9-hIrACv+1|9Goay!@L zAI<~tx}rVH&h&90YKPj5{CPMz7NwT{(R9Tt;4wu;1(OOQ1M4#nhLdk2e>TB1n(X!{ zdmBzc=OcsL1K>6Gh~16pt2VP9rxhj)7aV@S{f*!7L}RkbXn3Yve4Mkqh7@>@|MI8) zi}z~MKxA^16^>HS==VwQf2f2hoXrHUy>F)eheOyNF&3sMYYIe=iFYu_K({lR0%V#$jEhv5sVO05bttz0Ah5>ns<)3aQnBgq-C* zFs^|Byez-8qR{qSO60wNH}(!ZG2Q$}l8M1|$z~SF5oe!?%J8ivIzVYEq}y>O2P(67 z2*ZXtX!t7(z_U8K`;UbasX*tY7q*6!o&M?3QP;elJdDz7KGVWabL8^&y~k0Cd46Zd z$|pG+jrAul4fL22Ys+J^DVe3V`DdVi=nMCscF9lEC(=fMoYBqTu^LD8OYdhVOMhvo z-(vlxw{==oB`vl5`5g?!vaZeYBQOsXi5UQB8_;k3(GW0figNrdkd!02>!L@ z9eF7R?Cy$qeR$tD`7+rQZXM2KXHP48&1+_kqImLMrMgoK`u7aY%Dp(W4T=y9Ja&Hv zT*JwCZL?E0BFkQjX2kxr`Mtz7d{wkdUpMVXB9=iFjpy+}NMNdo9)rO0!yy$P;wt#x z>k4UwY3g&KfJUWaKpVaB!(r24gn_nYOS1zTUFa1-^0(LucPmL;=jGXn+~6TO#5E~q z{)ynLmpIBRxJh6YwM8YmOkQOUxRa0kYs?}BiqT*QAVjiNYA>#KGeFNr2i|r@2?y|n zI?_RFAOd|z%RR=WzJEBIawDD!%dj5dr1bvl9;qLocsIo}P=JuyanWgo@@=v$LEVsU zpUnqyuG)H4_-E%p=nBp(M~$J4Vuny)HzytQvs-i2%U{6aUp~LACpy+x*{X3tyt1Ir zao`Ok$0U{8@|myuM_0%Vw#U6Hf?#qS@CQW+z7&gjT+w5u0+L4cZwS+d3M{sxX{L=!Ek2U=w9kc_aa-~1Z@4hbL zJ(-UDAKTPeOaXE zt6e+HZV2q@40_hNvN?yC+U~Gb5fa-^40jd{GCHj+Sl^RP2MbTY<9E0L;pB}nvPNP{ zt0S$6UTVKGifaf+zjW5OY+9p|Z}h%Q(bIv6OF+w*fRBjyyiAoRNyH9_8~n6cb)dSc zy}XyAXzz>riR*B=zgVpIBau$**NC99;r;4NUR zKii4H!b2XOWrD^M7QT`51&{_`$bWncz(H60lD%JSwL_(ZHoh^ajLP=Dp*Wa5ka7{P z$2nTGDc^>X!gV#)CjP5vlbr}iJgMV3mFD-D(w=;#yk>Ku_%v1`=yoIhlWR$kEK+Vq zq}S-C(C8qdHr+8ICG}G#6u~GBY!Z6>yPDTZC5<8&VUw8P+JrmGBJreJ|C1tJ1u<0( za2_FW-s=0*j>}^#bJIT@JsaWg(+%a#7}A;VmHV-TUGo$%Ifdu2t#wGL3aKcOz%i#U z{tu=+cw;H_4t(7Q930UA zwA+IdCz}QY%2%@6aFiJ@)9y3osoe$11^d{6O-!Q}MrPD|I-8`u-k=Y=&wq4Z61E?L zEMu{)Zd^356)-{b=of<%N-2G=$zT#jc)PaqDnZ8pz==FQp_i> z=KA~=y|pmSS4U!#9R9aVg5d$a=}Iy^Q3wD7l#@iYH$+TQkog|8mA1__-TgC!TB3aawg z^54Vh{Cwq-zUd>-4PvW%z+?$FqHL|i$|vFtM*Q^G+$*y(b4V*Yx3PL zUj0pM#zOuk78MnQ(iBZsPUGlps`h?zK=!-I@qR}VG!~;NlB?~fRitTkyJm#z%9ISU&ObPpDkf zuei*R=I>!%1>gb1Y$?g~c-{(gkD$ja=y3VdcGC{{Pw~{BuWi%%g(eSMiMB z$I(x`N>%rs&>eLkI1rfTc?WW|jZV%oPcy=#Gt$&nvo%pH{*Y*Mw>y0t{)hWxpG?5K z`Eok%4%3cMiREc;R7D1Bb6(1Qbn7cLjI^Z4D^lU^XG>h78}SA1ZIJ3j4`4zIPVdh! zkV0PJOWFuD9q1ylf?Z9@teR7nB!JrU96en=S-F}6jB}ysFzmuJD7WTYq+M20Zo;77 zWgHLqBqvDnP=w}P#cWuEb`Nsh*md$Kvy!+q8=eLE#L;EVU1WQ@+`sU&`T-eZV*TBBre@Xww4{~W{mdVEK`Q& z8rG1be04{&^*>KO5BO;sI;*l+w1%`iVco*u0=W~7UF%PnBrsJ)ijMCo^onPlK&m4CHp%HLaKc=9 zv*NvTt8zOAm0M~c$sQ2a*b;n!+SX3T0*V_rqr^WPf0e_HYqBlao7PEpC~?yQ9R|}Z zs!aR=bo6Xy(wdfAzf@@vG%HGZx#_!J@#)OhiZRUz{X)wa{Nqm1y>^0g7vDH{h#)Vlf{PH zXG7e<-eTfOle?W9F$xS@c`+>%B{O5@gUEFWPkQfg!SqHJEPEt>np6gy3V3e zPQ*jiyc3|`0@95{2bE7;ir24aMEBYTw8K^cPPY!mi3NV=sA+S zDV$2926Vv2@$n*$=9(55?8X~pZ4cNpDq}~X=ENuUW#dx2!DPqwJt&9GLGYg8M|zH%WwVw3Oz^=O#}UZuFqNxBkyA}k3j zu0l%r(g)uyIjCHiJ1mUgC|pN3K}oaXEwT z#q+|9k3M^+0Y8IYq0sC{^dT4u0_9t&cG)L)9QIZy7wFj(#B1($hl5f~PG#@9*aCEW zt|mUb;qf6wwgr4Og`Dq-kBFpqur$R4^*TjSc_||`jdobHQ+g)dYZ@F2CO}j5g_G{# z{b(;yCQPKI5e82|Qy=?sRzLF#g^&EhF0@Nh*oe-(Qac#A$1OOu^9t)#Ku&(rlg`~= zFSCkzij?<~){5Fb|ENEI9=?5<0lOtskk9;spdFT>~Iwor7Ap78ALkZSApLVUnffL>$AyKefX;BfExrQ0z6(0_CfDxdF z5T^Pgc)jVLb=W`A*N=({Xed1O^4a`>{``w}_EqWXz(%qd-e61J*|W?MU%ylMRPr}- z?*NwC*D+_A&&Fw?$u@%4r~$M zcggAitO>p+`E6ABho=*@fenJGm|e(sXNt3#Yg!a*^(E=Dr@nPxRSDaJ{s>BM zCH5%a=z#{(O-=)nmlkZNstOs@P|ukQd(Ecl+7O`BKfs=#Z_bRujc83V;+SioN~DeX z^XZQA9PhLMExHI{?N{c1jQLccM@+5jZ?BhIoHson1476%k zh|Yzz=9c+xiZisq%8MGh%5Lb_+7(p+MryZzb7v04HkfjP4m|9!2`0|8!U-=4g#Pqh zt%Mi!$;&!>Ke%kEW&)lR37v}kUZF(`XGft!y4LeW>|HEWw+3=%EI9o3t3QQi>{(?{ z$v4jW16kMQSgVTzX`ZLl=mpIR>w+{UNzldA3*h!J%&Gj$*AI4{JJemTO0*jHyK;qo z-8U%1;PZ{L*@UEX66kwL{?xnHuWx7gj^x0{hLR0kCzaM@F#@Z7uJg?idSw}&*sWsa z-I)f+CLjF7KY4Q&-%MjT`acWB6k)cFxBqZNwe_X%j5p88!UaR!AYsO(_W9$>U(M)G zg+N2mpBNlEs|uG3=i3*7%^-lACBWTwQ5M0mjyH9usqY^88EF0At}BJmyuP-A+D2hC zc^-59d+PrbOr1DAf? zE0eG<(8H%hMMG%E`(>d&w9*^zcpg@~g1;eD-j=00^oaA(SuAd!7CJq0(M$t>Zl4Y9 z4K-in_-=7bK?Yt&X??QaRHRppdN(MuNdUA~g<2xd{%eT`XzyrX)+h6+5z*ox_ zWukV%c>La?IwgMuhL9=6;LZntYAOa2#vTnjGGIAtG|=_W8rKZ3K~bx{L)a5IHqE?Y zQC?~uf{&c(>}~kdt=YHN#J>_lJnM?vDg2bX^n#spGpgy-$}*sINv*kD_uO6nv1jgp zF}U|7pjCS&sa$xQz0=z%WsUJ``~^OJ*?(SYW93_fzCIoTcRVE>-|pX2^8aijwOHoG zA?CN+*o3)k#%jnZ+A&so>Oy-2-bgz)YW!aXjEf=C%fONlxrH^?Yg>ZPkuR%*F82(r zw&$8eIF6`lq+T*@Ba4Fd=`E4h$iJA_dkTz3X$xX0M$gWNz)M#<=IEtPgvr9|J|y2x z%QPQyzC=fs_}MnCGxA>$zN zeY9$z6hpPkkvAvTZdJ^0&lMRc-#?d~cc4AFqGQmwXaD8}=+4H5DRDKT2^3d0Ax~jn zV_-JPA)UPXeb?5TA#g8wwA$2=KCt`Y=G*`4k5NcB6reu&%0?kd|H8!VXoVN0S;|^9 zMp{+n4*pRR#2Q5sv}<$H!p`TSs!OHU>v3VvNxWpg_!L9oSD~ga|7bIKhHY|-#**Y) z|2`h^Mqw*{;|Ti;7TKr%2i{U&F(M@>O}li3p?qx+--G0u79kVtrYA`5MdNSZG^jeE^ib8Iq9{i*wE2Wde$d&Wo?aOsPI3Q?5&e#>T1AGa8rg2MTjY` z-ccf3k!~F>&*LE6e^xJNmI1E$p&?m}$BJt?p$9H z>T51J^HZ@`tKsfXX;uQ~xUrTg!d#%XmIUx+U;jUxnj+a;ubIy4A`lwy5ooGRFw9T0 z`zF0TZ;lZ9R60wLwGV4J8x_o~?*pfG}+XT`0oD=y%nijxM#sKERYXU&?qITE~R$9Oya~ zMS#~IBVmdkv2OtJb+(QN&7`n_P1)3GQLE8NR}LfmdRXGdQ358*i3=M{oS|QUZ`|=#|y@J4eHSdr0m{2M-gsHNZ(eb-{q^)q_#_{78cS#jC!(Ig{d_O7PQru2Q1^Dj{#<# z=i~Q^fXZ18VCWuq+}ii+H5vWU`X!hJ}?!U4!hL z(a1uhrx2&i#Z_6lm=H%-^fXjBLhRL7CwEyY%%TmE4)E#@*G6d^$J)L+@O=QWBfy#^ z5BGW;edj3sh~07?0ZU<%tU;tK7VWc!8~$P`SFcO+x_w$*62@;A$-t>}Np4*)q@Zp$ znVxu`(1W=n9BixB&|B=}<$RdSrU^!~^dFAZ?ggz|K}gqL^c*&{UR9Z5G4qL|jz7UM z)_4t4m(`V`KG8t!es*-;M z@MD9-$!o@47W~3d5z&?P)8O{Wyl<#p(Lt1oaf{wPt9s;*D-q9YFKuWvbK|T!dO~Lm zJeL8=Av0EVP_nPA`bit_SHskvRoB=K_-pPwj)6Y6(dIBUuo?V72P|={$1gqi z3u|^x8`A{QzA*NVN553Tc)gx1j@lOG74QDx*p6NH{2vNZk-z@dC01CSH*x1$!J)FW zuJ_0DE5}xI$EUee(cgC^`~=-43!QIg>~+FU2S$OZuRp}2&*H~+MV9|cZ!Ff<_RF+= zzCjg3$Uh!*x05vo`bB5{Felf_r=C(Eat z9eKF)N3C_ZCg1oO87xwj7TKwOTr5%o^JH95rALivk z10fYdYDM$OT5aJ$0v=_!g9j5@{OV&PVwJ9Sd*cp2=0C7USyp^1@Gq#wpVmCiA?ujt z@=ub;%^F#+gWI|Xe|{~0)K3;UaU}cPI-M;4M(q>B`$d6sX;nyo@`K$JrTw=ApZbTK zwNdWVxjN?2czz?y{c3t8#lxfrO&@SC_*LTfUj+HSe(A?vW9nD3rHm|*JoYeS;Q zDi_#YAv`U6EA{N|ZJu|o)5wzE%=4f_Z#y`FI|-cQ)Yn{t3Kkl`*hrPbwM6{!7F^*g zcpdx#lp=mxcAX$ex8*foiq39d=aP`5_jr@8%L_R+qME{ z$D$6|H05A6%g&JG$22ZDqhDJl*&OrC(;siC3K9N9IP=tsX3whDx2r^#_TNX3W6piB zcn!uAmeaDYY8OWS;arS#&H|8<9!j&YShO5jffs`+8L=)Eh(9NVBndCZTCJYs(aU4F&Rx5=3rk1u$?t- z?E%kP$UKkI^SLawpZ;D(+=So7BzdFh^Hzy@Wsqb~uurB-KtIaw{6wmDYwym`zub~v zeE|Q!Hh9J}4m6l-q#aREgfA|8I*?81-Ht0a|5?_n=fv#7utU(CN-0GxufDPZhNAW} zV)lPHCk1O*x>$}RFK!#J2Pb6vo9FJ>=Ax0*7CRrY#yl&(&kHNktR7n8dRXZo&3t39 zr%Q-7?URQjmw={2E4d>vd4OhgwBCDt=nnX_R^{Wtx_fT07e;f7cV@yN%~)2?mp^Iu zoeu8QRNiIrAJvl=cR`|-$nFzzdP;!9KLo#!_W6j*d5${!;)Nm#lkL%0J|Lr^26nV` zj?weVQ5)`k(ldBYaYLCeAOU7Ust2h=Rc@0EZYy;uoI-^=<>Rx`c3cd|O?A@3v1g-S zEE$}f4P0-*Qthr}g$14#PQr^TQn&%l<7*Inz0=N|oKM$jhRhX__AmN;)BDu(8w8_e zItVvCG#Z<6#i$yXQ|J@a373p74$`9r28Te29%7wIah72V3_rG&wvIdcr?NT8`qYui z3r(CvD(x*o4@0j=f6YV6J&U(mW3$618*Q3}4stBFQ%uA+PShP16j)jp0GSp7Mm zJ&0zH?4SOnJklkxdN<26PgEaB;r>v|!-91h>5*si==R;L-Q31UA+$e4X1pbM?@F2# zj*Oa45t!2Loc&Fc>c;;}idR>^w=m2yKE}r8hn!r%kP&B0(fQBE|8T~b=fD^r&!k-& zr(b3c0g0i!4IE;4+)5Ncwv&SK)lYoZTH0rG#Dt0Yp@gxH98Z^z@@}>-DNaNk?8I^B1 z7SXoP2OSnu{tOY{`)SRV;D{s@?Z+Mu_k`CF`C z06sCeOohfz%nN$7ZbKZ=@R_HRx&`f^g=Xclb&*6h-MVdo`6<6RQof@{q&RBJkFI9qpM{?O)GAM`_TNi-d{CO z0oCRBGhE|$JFYSYu6BUFo=Uu}(=sO5%>W-1OlhilWe#wyP&I?Ee*xYLDMzF${8n1# zCbkqRP;lZ&n-%SOW>_4V=63IXwJfY5>j$LQN-zkluj{ePBX_R0{Bg)Den`G{_sYQR| zL(Po=-Xz2rUN0jwZILjoTL)--fBpnj@ZM9}U`_0cN3$>1@v)+R?^J=85XRk%c6w%4 zfmi}!u_(Wzp`|5v(Xn6v`?@-y!jiOfUg+lDbK~DJT@^Ma5$cO9ep$&jBSu67ocb2l z-QH;S1t6>_QGhe_rN%hy>V-2V?FgzPFIs zbyC^~=CJYoeVm-qpPnQ7t{cOyh5D{(ayFLlNHU!n+% zZa=$cgpN!ph=rc)N{T3mb?bOQ2?k;D`40>0JO{NqKIx{?h`u4FCAcH?d*E} z(MX}6=MWr|2GpI?Z+pqzg5=yqm3y1OENByPCNLiDR!iE^izPN4x?;I4>pr3VMiqwo^picROYP@_N|-hEdvn8 z0fAFHPz+D!mO1Z>K==IK=SH{w#K#Q=0U(pN^mj7@4T>TlrbvFTu7mssB_%J1JXytK zy=5A{Trx94uWdtRD`fAiW@IkC=%G8T$?}Z}STVFK{1clVxIkBj|ER0^jJ*MP1Wk8D zu?mkwmV^{H-&L-rzb?2=QNq2_C~mSopVoxPt+cIp9m67XB!OIWhM?Y;N?aaI!YF$MiiThE4 zJ=jgeCoEl&d=-gQ>MP2?2NQ22|KUXP9a5$T$<@RL@~6I||LLiK^~S4nywrP5k=#_D z3frJ(x&T_WaFtkJ7tf(DyBg?7;w212P+Nd#Xg|J}`%G+OHw~JU!PqjiN52i&J}Z3J zJo3u9s$I?OvXG}XiobmB>Vfh(KTMP|itzQxAv`8S0LrEgTCjgSQh|4(0vuu{;^_aJ znWCn$)6l4V#gkR^*5mv5Utn2TXG555>`WbV`sal0+Ge({v1aycB1Xo~`9q3rPX*+4 z0XN7?wZRvd`V_VLhS^IoiS0lXprl!Lt;aUlqC>=O!x?+Z`ITDGqH%V~Vz$rCnT{qcqzGdVgOE z8IgFg-hXJA$!brSzw(Of@+EGCZy1>kRO;AS`uB~F4m~R#4g+b3Vl|GP?b^Z{VX5v9 zXOj;W6aaqu-JcU*#)S7p_>T9Y*i4vQpBr+QZe`@}&(`z&U!D;f`?$}guPR|mXB)HA(x)ktG4?cWYOuf;9I*Unk9yY%eoTz6=?1Roc@?ZO>EAAo&CxEDBG zYwKt2u7m`D)hS-^!Gh>t?89boYMCc3K}}cKXwU%gh>)*>Qh$RgoFdD0Wm}Fm=6bgO zlbJUfuYk~>X;3rw!Z+la zDh(~7vbb5%fPgOm{=I^-u{aXQMX^mjN5|_A5PR`!i>`^sb5Lj;5D6+zH#yXE^SIR6 z%m%vC-V=|pB+kBy!Ky^=98pIAMRt{m=6WfOY)K;jeDRx zr6`liy@}d=j==2Vp+={PzI4QqdtY<<&VfSw%5$R zk@^Af=hcasRKKt6p-i=%4ftihRlKj593W#dePN)8z`mFFrZnot=9O>xA-FB^?y0==& zjUvg5zQh}`$Nc%p?}L6!2hcFb^k-H^77sk&wjVDk(dteq=P_Zww7oR3ZvG9D^J>s{ zqxL8;jhD_4_+dPl-5;|Rg|w{8*ON7!6*yxVemtC8wW{Eh@Gf8Kv zVLO507_ByN)a-5U+g5-HP%*Lzxbyp)+2O$+K>UV1i?}=}e z`E98z6wFnI^`p=7;CU%*h>9;qW zDgRW#ysteZ>fG_U1{2b8RB)+pXe`>;pK+r8|6!emy7WJ%65Orkgd>IRX zM$bDEFqUObt2)HDh^E-89ccidarhoZMUG-qMlX_)X1_k2DZMBHE(-)~eCWr9q}PiQ z;X*4r(lC+J;cNEn!qKa0=^p1#D|fW!+r=Dj*z1Dl z2l_7tDhAM?f+88-<5%UJVfD>5sj>btq&g9MnVVj4Dcr{?Ur@g-Bkx`@mdS5Kx&+7* z8Jb|1r+{MCui1KGlcz_VR*`T(2Rl%>Hw+A;b#GdygC9t?|JqRMqM|MeNtQTpc4tVu zMa!4<_cn!I?&8~5*I*mwv(!E*)h!a=TffJyOr#WyR$*=c|5<^>lIOV)=vEf3-AyvL z$aG%~I{OKsB{kUcFCyTcRBi^Fy#_3*FK!KMaTxA-;LGUqjOsXep{~2*7-{;|YqLYGKJMoHp){@Xu9L zvgl;P#=Y&ZgFAz$H3H8Rl5ioestvlHWghb#l8GYbNXd1fNEH5T^tpN71YMouO5Q%s|-Ga`+&bhmG+ahUa%W5 zp2=>MY@A9QkI%1zPn6&j8m{uyIh=ym~m=8v-cRb?(`&5ui6oHK-b_zOF!k7N|rq2 zYg0*eT>hvFqp`QbiEy}FB^H|&Y;>-6|JrzM(-MADB~;y%yjRfN;t_8;$FU5_u2T`V zmYf#)Au7aHmX>cJ9s$uE?*94*muzVzf2UQuyv?-ysS!sDjnvq{WU#`4FByzFASsVf zj{AHgU*n4Gy}~(*AbZVz^Xp!)Q!f{8j3SN5gv`cf2fqcudaKz~s;h#r|9hIzHUmTM z5NJns!}OlLqss&SzW^dvPVHG4->nuy;c?t;S|8k&@XpPHP73i?$M|8N@@Rrqp&pIx zT&TLca|7V~GG%=>tSW0lFd|e&5%bz_cMME9wWE1#Ji1nfq1%zY)I0p+qq}U8B$gER z#@B^4lCP|B)=XUb&oqE~MQ_j;boLD5ZB{!ix77P~PA;z9ckQ$r7?rRjqclc7d&rCqzc@9H z1amIU1srJwsSicZtUI10swd|!z{1>URR2>5x81_~_2$8q)LH;Vm0f95X|6x14HQ@dYm7G1~K(fk`P-|SF5>Sv@%HV!EM z1w%Gepn082BHMbB+W5F0YX`76qqI!6RqCd4xf^?3zWjnohnuOp^P1(P;?tke^9$?b zIz4|+!^Nr-yP17OI~hfCRc2osFEe)Thl0(4;OKrhOTC-wzjHKu|6jPh^2 z4xuGPM;yidP|Jh|;LQA46J{&EP)-YS(?mK6fscsKDq{2~8OYYK?rEjV6!hcS>n$B{RTBt#>XB* zsJiwSZHukSSI)HsS*4yxQROB{zu+v!=H|tS9qb*cnPew`t~=MDbzDz&8~2sZ%b+GR z+i&|aoW4O{J%moRGM*8K=ikTnKEIR!de}=98i^hr8bqF8ofHs51(cVmMV?oXUD&wT zlASP{mO}q!Sz{}<#jcy2GISC#;U){+xy#X^{P|CigCjW(DNz7(KK7IL+(!HxF zg&^VXLcP2-{%Y5zf0M>VJFqep!L{jy5C26NP*3C8tHjf4_!~Pxf0zC{L-Xw2EFRX+ zM=BNjxkN0c#ueL8#V~#Y$Gzgi$DJvc{%u5 zxy9+srg3X7M%E0&vSdh3e=^WN=Zr3K9q_AR5a*w!7v292tizeFv5DiiN)7aXM9)E9 zNw)42?77=<&@~4~I||sS_+%ltfOW)hUE8a!N0l)5khbDGhJ{&FqM~{P6&vM4 zPl6@$uKy)H4q;r?VeI91%h0}irFrOU5ebz8j;c7dD|owKJ1|UhSc*q%0q!sjJ(VQv zQGTVE0Z_i>_JZ;F?@SxR_Fe-c5zn%OLknEv%Rd}*VQKVtK3#+EG-}kSQ~x$X@3hes z!+g(?`VVJ7z!8nlZ)*UNS@B$%tGV(nbUaX?9E+SCM<^pk^Ad%AgmkR$70TZB!wyuR zvP(qS^!PuAMuYFIB>PdzT>o%>6%=M!ec8K?B*C6!t_~o!pIOTAEo+3m;t3!C_hs_= z>t7-`^!Do2ZHjGbLCa%XPz0;Z_*F@hPV>+|9Ejk3oD4WEcR+tcW6~X{HC*zAr~&Yw z0?KEN(!)8`z<^@}Xtud2A8y&8mhv!#EZ{6rK*c>SMtdf<@KJf+W`V9f94~U??Vml( zQt*NukQX_9HQ}d`SrD4tr7nRUWzbD7|Ik#|rgCTo@bFsnEoW?SkEac&Qs^1K+@JQ) z%A`#oAo?%?v>d~d<#s~z4~J;UT8wN4n)E?10$?`vSfK4@ps8$jv^-b0?KAPHt_clR zf|G&pdJwgexW62@Pfa8L)GFM3XH&Jo$OX7G*LaGp;pACWaK$3jh=Z#1(c`>-F@S=J zS83&QSK7zh&pY5-)EOHIw2kYhmzmTUhoAPy>d6*VxOwGiA_#5^#3FpoLt7i+;kcZ< zfa!yFoaM%Av<&+7yqLPDqE{D9u(izC2KRRQ^$Zz>+7-SCaBFUEV81jXpL^Me*VsJL z9shKo{9s@dJ!1Nz+q!5=%l_E^ZcRhzeMNABqswX7pRbkMwXF&J+;C(qe>k7c(Y&4A zPGd@as6_u7vxE)O%uJTTVXegj?W|!n!}c7+@j9RWKKTeXTFok?VNWUbg!fUh-y^*} zAc+2E~Wj68hSEVOoYZgf~ zia6csadk!u!!r6oIGM+v3F*i9`?eiPZ9{*gars*aO~})S6zd8}RK6Hl8VeGHFAjrw z;6wF(D}6~(?9;3upA51Q%O@IRq*kXTpSeM95iQ#>IXLL|zk46nrb)=r5g{uN#|t>; zXPa~%xugcGrgoIBMSKU@0W@AZ@-H<34ASSsYBpTRN3dL??aBPfpN%M)>GhEwH)LR_ zv}bdrE`5Y#^fU5*G<|hI6jA#%h=`zw3Mjpl(%rct-3`*+-ObVsOCw9i(%lV`(&^IO zAliQMcQAn&P_*u``lpbpo#jFrc5xyRm zep^m%h(p=BT_K@~vXL~-Kd0gVsQ1z)uW);_rT=n446u-;wTb-->ni(!)cgh5$CgD!)c2g3Zzb4V?9x z(tS}S^Q-Z=Kd6~*`0JB8^NDe|7B+oe2Lu zu1X8!Ig}yMkm^)%lo!;yikTh@PM*b?;J8;!m5b-c8viVtIT!6T6~!0toODc(flN}p z(`OiNpz|NET3t%&d+za>hgxfj{*51sYv2* zu)cl&=Tu>68oN*j=VlDJ;bNT6uaLUl_r~wtk%v#gJ>Wqal z07Ykq5`m?DdrhK2N1#-Pc|PHXa3l)a7o z#+T)aGKccB0PnBOJNwTvvzqX8oJ(a@n$Th)L*&7-8P}gTaG?927EK4KUm*BPA{#|} zf?A!heT23grSd%)QuHN4_mc1CyujlJ##2)*_)uf}d_;1tB z&m*N9s_F1)fuf&@v+@uf0{#;#EEUeV$bav>0^ij{&M&)@2lTz3-eWlTSIxp(G!A<< zf}V*-4)=F6ZgeiQzRMU0esl&so2xiZ0n4Gv{)vAmPh2Wde`&^ShYEBgN0xekCo3RT zjl_krEiRG2wGzNem)fc>PrxGbhRq9nU!N%Yv_|3ou9P19Xl5Jve9#gZ9n9CWX5cKU z_;^Ua3chD8yMHLm-sYviqTerY#^!LUj_-7}Ev;S)ksTTL`;%bJC0etQr#X@m!3vE->A>Sk9P?X0w|uSz=xr-+m38u~oW+frBtu)nYHF+o14!TT9} zh}6mpEeT>qt%y6cUG0%N-Dc*by9$?C8}3iJL-y3XCpMoz7uy4-t4HT@!hQluNozWx zXqUy8-tkdFe83HQ_8Jg&yWIMk`&Nrr++0i`BfEaz?swxADXKB-=TL_wZBzJ~jj+|!((-(8!LOoHOK90BlV!~!S5F@ z;QPpx;4Gnn2VW#cex<;NlXp=9%b|)l5&o5`L!~2hXC(K?}QR>ksC!sSJM*0}bH`Iz(XvL0}a+DmI?t(a!4jQzp zKY5TDKh7iy*~EkUJ=j2%thy%ENx1vZ^mD?Dk@b64^HK%(=NJd_l2lA;ku#t1dT&NS zy}eV-$qtRo?=abLF3KJ6C;MhM-rUIDCJ=(4%o1EGLgP*3v#;^BnG9rFkRx-+QghK4 ze4ZsH9q1g!A$jSpS!rGj29!I~ym|83x9=Yc2wlQF;5r-kABr711KU;J8-S|x{_l6F z&sNBtrfUMu^Z=Q@w;>$+lhIh%n^KI@yP}MA9A_X=e9t=4%bc}e@;qlGwV;joHd1Qv zlrD7T#+Ytbs1(Z1x0jmx(<_`;h|c%da+JMLDK|u17nF{e=JX1mn|0rAq$N=y9dh7o zpRD8|n`@_i6L+Np3*^|Zd2Fc$-fM&-vopGHaLNm!|Rr;Gvr zO~hZ%vc{wpL$>+rT!fm6MHC7xDQ!U`IbJsZb=8x6odNE>`PwIwy=CczTgnzPCp|zY zSJ(_R)4sRuVqBMy34qLaGh1u7w}_gLOF-Yg{+b8E{srXGO#3W6Fae|(&>MHKsRV;aH0mde83c-zOoxI9>F5EoZ(v1lyW4B2~ z^mJvsQg+?%{(02Btw=_eB{^0@ev`Nfz8v^$G-59_kwnasQwm=jTc1)lzjzmo+0Q2L zxY|?%%rcg@C|+t}b}J{)X&a0hdW3{eo?rUGolg}l^M@{9#F=y9xyo+6i3H7A#$cEy zoC8w?o^;fXR27=ZE=|F(R&ax-dWL`-L)eYW{0(Q`^&s#dn>f|>n*EIGazoj%j-Rm6 zC%$+LW+ZnTw+#M%d*c4B=2vpMM@HIHI^(a zb*6MR7m4ql2o%M=Wnlk@^6_FtRlcT9%&tV%xxg$g&n4&K=v4AZ%|AK#WW&YI%(SbL zGWZ`#Top+BfXVLqDVq1x}LSuk)_+`tL^Y7hEhNIKZDcA&1oqjWhR}NV0fs=s+G%{R(CAVE^kpMuxVxj zct`OPVP0L~G{_p=bBzL`r!6*>U!;Nb1vp(7of&)4Toswe%)a=xFJxtwC@yX}@BU6p zve;Mcd!Zy{Jih-jN6~I${G~G{+Tp|8*KH-iLbmEL34$vyQuoV}pKi2xi~bdc;9EE? zHdgSHSfc(Om;NsaAXEZYW#F3$ z((5Vjlv+~=?Myxduf!nLB|xQB0-DWjRAVjfO!#?V9 z=??842}GIjyFQ*h7p=MAM6OVA+~KecFTSf!tH@32q_o5zxRv%Waw(%n;R65jpytnY zIPVUVsodkQCTZtEL%j5?QdH`iwng(|Y*uwQ_svHLF{G+_DgVKm=eyQIVx*$A?ssa) zzg@9hn_XsOchYu8FVnfOPn+)K0~vk`Fxp)HLqV>P*(Fj%=OlyzXdX0JMBSWMY8OPV z03>7pM_2jY8V7Yoadw#^uhfx!6Fzhb+*<|4&l-* zRX0#^demTF5w!iJ19L}mS(IWBNQKvK{KnliLLO`IyTT>P{kO3&&Yn1pI4Q3q{@J0&&G6S_`Bhd@Bq67#sa&hRvW0%%Tb|2Hj znF15p$El4ZK~&_R9!Tw3g{!ox*$OObef=W}NX8<<_3XX%Mf0Oy=0#G1jr~xj_eZ2X zZ;<5@kEz?zh@;36wlNHPMFbfLOE*1YWXX1?+0#%!xp~XWl^!#L8s&&o0+~LPZSa|y znKo?4wY&jlF$+!Z%Sw7PhPxBmPpoJ0O0!>Qi(I=%OYV!u>m^q1ZkgDv9ACR=P{A54 zyZ;>VP$8CxpiykHDL4?lakUGHwk$3}#is=>Yap>rDa^AFxzhYnfknFmHY!Uzb^GA? zq-t=J+5|qnOn_U@_?669!$%Er-_qS6&ZnI+{A>gMZ;*?ZDTUk4*)S^aU)cps+? z8QgQ#E5G+2-ersOx|wQy=y@9Hqb&3D%EiF(RyWS#Et>N7p2Fx5ukehNSlEf;x{f0l zx-Rx>@4w294HUGB7gCxr~L5p4|$H#@%tHI+UeKJl#B+tl_w_|y3l zA^w6|iqhffTZD>}9wj*g-Gl8~ZW*tKO+4N|uDn7RY^zaUXvBq_wlgC!v0Jr=&rUAF zL)?OV<=u~?uk^c+vk)x65%#}pE|RduE9H^?Yu{}sx2Ke^^=wCZAlsj^v762>CQ zT0gSDbFN(DmY<`mtP~5aDa4|>+k^|A#r0-SzplbloHyNw6(KOmL-t2NU(|6-TjphC zxA^yFqj-*`Rf&G*qK}RsEKx6%BW4U35+dwvY)ugQqR9j6E0+AqLKT}BSzOga~_ z;n&5EH2DxxEuNSY#09bBo|F2{9MeYw+7(P{s*vD4WN5QZ*%dwUmv^Qrj8D(wYRblF8eXD(G>m@rsaYx_3FJXRVP&WAXZ8pjm7-E;@VRCwV{&c2qsk^K;l$LG&8WFR*j6P+a-34V-ekjm&1)(HI`{>Z*7^ZPR5HfyosTH1Ctx8>5Yb?rbE~Y)MsmAo3y_15^ zCkPMQ3scp^f|k;KGV^K@lYClI1{0|ezcLGlwse}ya^;o`-p2+gR9zkY=Q&DwQj@AvH|xb&LQ1OIyLYP280S|g`URM54tOf=ZbQ^7sZvN zB*{mSVvsY#-jcG9>TTB+0p?IvFO$VMhj~xQI^R5F^%nnbPT~A)7;S3l`bs6$qsWVPjgZ(d%dG+FMM9IQ_ zX_1WI1aezs4~B9Dd9Er6To(k@3w0t17*DW%7M)h{l0SU}YKIf2_>lQQa1^X%%dIM^ zb{bnmNv65yRgaZn;s9xuU>3GOBLail{mJW6&7N7F^`H@8c@ms~XY!AMutuH>8)*VH zq6I3e=kCx^7vM7-_&i)T<>5E(cCP#3iW(-mPz9<~X#14za93TCbP$c;3VIZOAWYp= zZ2J2Tg+losii!SJ6Xm+H0^+;F*kRD2#;V)T&+tFmCP&&TI1kt(pp|bRsB_(ccNlv~ z0eluRp7Z?==BDXBJafj4=m3*u?yo_An|QaL#Hr#vN*RyA`-XP6UU9}^1caL*I-{?7 zajcT=2Cx78R@i}o>_m(Il2a{ze6%_uO_NZ^T*vif_p9Qb&5M2I#76_}opAxcR;tX; zMIDj;wD+Z?%~|DcufqEE1>eIFW1!O!Azq!ErvpP#)W?02S3~? z`|a3+DAXsq?Rlg3gcAlJ8YYZd!%kKnq+{4LS;VFvrK=@cB7LRv`%1O<7#1YS-BkFa zuFTpx+XyddUVGac2DO1O*H^7H``p?xygbv4%z1CFD@z3|$I6(C%{Iq%k60Txf|^;+ zx98WIc8osm7Gep>8rPXl{aw3z`c7yXneMozbMh9aQlq0|=6Y_Ox|BNWMc$Pz5&}6^ z7*);Iu2*k--6mn06>d2M$dQ3Empf6=;SJ*`wse{J`!Qr>^g~i+@#|+(RGYI`5PEdT zeQB?<>rZK_CdEe+0zf4VrL8@4+HLyt)6XjAx(vlEilKQ@bOQ|?sUCo7gAy=G9DhhQ zpEI04yY6%qCY$t}TG%|z={aH21ljEFNC?2$8Vsdbkf+LTnQv&Bpn(~=tQwDnUzha_ zaIW_7N+%DMe-*d(G|y7Rc#l1ScNkEc=J4?cNaI>eKtrN);L3D&~Ei2VfBgwq`l7bL5#P4 z`OJwP89G+cGX*E>E*3W!?E;I?U$oRNjC{6#itUOhe~&1tc=J-E{dWxDOiI?j7+-2# zmbSO6fTh8yLiB17q#dE7``ZPc8Cri=^_3Z=igyg;Y&G}6Qh(p5V=uE{gL$L|NZHAdYWI1QbJUX{Fky-SDG^IcLvfE%^ zVY!60S1g|8snM$uo0*F-QgFkADe!SCpQwVVL1#&V+9cpL6L=&#Q10+f1$R%sStt;% zZ?mMBYP=;2nF;waXIB$_qM2{0R?sHlN+QGaY`&9q$-3?ZP4+j`r$Jx)>y3BV3^7u^ zOlF@M(BRT<;MPt>3!?Gs<|@EWE+u}ktJaTtCHp|HNwNoWWHPLo6>L^8$(mJ+BP(y4 z1VIhaBs9&U7aBU@E^yE*(ZR=@YnUc(n{=Vf`}JXsvoR~Z`eYTXd>aPLkNRc7- zo2Y7f>QpNHpfShMPOo>;0mXi6?^Zek@$f3Tb_JpXe&0fA({A&HdfPRs5}Z3+kwec= zSH&^L+xuF?6Uoz11|TgEX4xvn|aTxU}K7bG|{#RVq`Y$ZS4f1sU30< z8G2C{_`BL;wgYW*oVJ_^yaY9PuyS7hhoX=JHM`E*9oFi{kyh`Sd`tt`I7=E5N zV>AIKgH{Sz^g*fuxksPO)o9+Z`%X7cmosYEaVj-51k6ma;vpyV|4!q`iCyW1%CtDj zm#_S)C1`tq&2MNoB)3JgIcXa+N~m#k`w_wov%OKSnUr8{6jO#av+GGN^8vvVJwH@x z1pZqRHU|-n2Jrn8M0A?!YY3%|u6%_&`BN@rB?O)$*4=s-N)B-Op)E3*LvePZ-ByvU z7_u!FGyWBWEG2&-8~TP~*OMP13e!>-shq@+td~qQIFoT2f|}^zQ1#r(W}9dIMBq=~ zy9wsJ{kDI<2tHOI4#^H@+FE~joAbCwUsd8{RwM~uHU@EXSq$V{64~F!sAJ1Vdg20| zS1}GD>Gp$7LW)Y@6Eea!FsU70oKUC}f*=R+g?0?IJ*gxCJZ)J5r64I;uooQDC!di} zP!(EV&%@Gq_=Vt?DU17r`saG>&gs{OuYU-W%UaRGVFi|kd^c3!UG?YpXLxrIxnf)$ z8F$miOu!tP^fn)aAr@CVn(%dO!VzDAG6U3Ctf@PCw`oq@6a#*N;Dyfdh;{MK4)jmD z)OdkEXAz@Ls78K%Alg{sRuTxF5cgh>LT*?iZ4_hR5VMw^Gvenu99YMUrF>(5JlY*W zfS;uGNPc~5A(!Nz53;tb@AGV(DI%IcL{7nDOKWP!4Lj)o;;u%8t=lF1MJLzANn+^W z*)Iv}yg!xO#!M&B^mg=!e<<91m2zC%*_TWBeFU0WE$U2@#WDd$PPAyh-AQ?b-}^U4 zbLUl#LG3uHf+r3Q>=mmCs$A3>FVqK5E`MmF&C#iVN}+T*dCIYiur<#Nh2UUDnZA-( z-@b?IDhHK|KZy)4o7jCOzhdk##I~KoHyy4k%`I-;mzI@pKB4dCLfmgsMRn_|ZuyPG ziTJ_&$h3fFwt<|@W^m4A(hn6IO^=WVZcRVWryH7Ta$r(ap!L?hQg4JHP2Q8Sz|t0EG~#sWp{NdEBam;PT1KODBc`I>*3Bjyg8 zmY}~W4mHtOX;W_io#;+>AVi;S{O2Vsk()iK58%_~-p@CDl}MEiLN&g7yGlLxUq&Um za7|-G$DhJx2t}Yt@iLB9;mZ0%8zz(My@b8Ltw#$IxTQDsZVUl3-IM7ckZ%nEzT#e%h#89W|>Xu5+v`6lUWYvDd$i9 zZA$Wm6C_&@=2@YoUz)%cDDc(FmPdPs^K!c#otXN8_oTPT{BHidTWM3m)U8vIb(R|c zpJjbd^mH;|!DASiwaz%l5<#`a@N%oH{3B__Lc`|Et$dps;L+cer{4>3KIDJf20F4o zXTGISet;-84Yb?5+;6%Zy2R5%kCgv2d!A1KTG7oJn|rrUnEj|hmTfh(LzgcbU1%P( zwh!KLrouRsM~rnPmwSDxeeZvr)4@Bry%aWNN;zH}w$p!dngPD#GID!O^=9{%qckrn zx!OJgJ<7Go3Uie?e{@2oH&Aj@ZGW!ehv^jwA%N=34%6d1dXkftIfpvNu43AWWjCKr+{C5+R@<|5*&P?dTTCf+Z7uE>mRr)(kj!w8-r1 zNFO>@Kf}#Sa$F-z4&)ji*nSuIVZw^Ct|{KW?!2D&?;VvT+y)s2V)=9-V&9c8$no&U z>kGss-OS?=0)5qch%XL3!VQ`J+r1d|fdRy*0?q1QzqqJem1sSDDFRAS_)J>*r0Aqk zn&*PIE*yjVp;RBR9@;r|%>EYEP4-i9Tx4m3P2Ad~F z+Epk1l4}K!wo&59GF(pBByK-vU!ix89X)!je_E&p@|nOaK}7Us5`W-6d{ZJvFq%2d zjWj04g;DO!AV%4C0#dCeSmn(wM-A(Ye-6^GH8w%}NHEdXr}>&wo?p~%x>p?w2NiF*M+pMD_y^6wd-NR4(t zQ&18HeHqJ^48jWvd3h_pyV%5ETaKW2A??bs$!Y(zB{Xin^zmxBU!Y}N`$G0%X=bqa zG#{#WO;c*pPZ0iX`eev*)P$^YPKzdKbCsVtryT>Jz3Zzhx%9U(4WZRrKyXvlwc+Ks z*oVwCfHO$hi#73r@Lj5S>QJ?oB9T^|Mh8*AFZdq)jMT6ls%8A||FPcLd)&URfVSG0 z%-gm$H=ecqL58vFb;&ZK70CuGSd;i--~=D^x-vJ!p>czY91ogrwn!H4^Vhc9epluc zXv{2f@Sd6Y{0KhLM^|^aN#$sed{ie@%98CN(#Xv@t}ys*lKt}#&XDKXpGHPLTf?o0 zwK|kj44kOxpbfi{hBeR$U(sX{(6ki73M8FO7`^wy4c*D%`TtR*KBowNoKG{z6AxW6 z>R}y5Jdyxr@t1u0JFYl~8}5LdA6b8$WQ&^}L%h4XeXJ#>DRfevC1CJx&@Y~G%wyN% z0t41=w7GuoV9VpSnD}ot{7G$^o4Xt1)_J5ZNc&Mqd_>4rj|Z5l_hyUNBMswSJtq}= z=9QsGnwoLMPs*nv$Helrq0Y0_euSMeq;Y%OKkE73TcvrBow`@=4Lxe0BT8K{G3|=A zSnkrB8^5$EQiIWSr0KU2+V&3fP|dWyv_X~I3ooy~qe(h4DmJ2Ac-cjyt8;br4&A8^ z%5Oy^FDqKjV-?V|`uiV8qfROt-pur`H~4D+W45Z8lb}89vx|~9zA&;8`IXrvYOgVK zgeW35f4RCN-9?*K>po7`Sjui5k>3A`p~0q-3@63ZD`SSX2FPENB+L3@9toWhnQv8b z`VPCjGhXj&OWyFS)@XBr&)I_L7aPvAGCj?kyl~vJkm!3w)6!T7M)uMlAxhmwsU=fB zY%dSawTWfPBO5b$DjM$J%A8MtWO+MWZ}OLj6mx+j3iv={|N05=cO%AaSc0h&aX)cQ zBv0+Lw|}F);s zWq2j;l!N}O8*TC>x=Gt=-{Dq0<6(}!c>yZ3Twik4AmEIX;^x?wIkGGQxBhh@nF^df zVJf)(0&Df84E=rS8fkWy&;+Y&j9msK$<;-G8e3zz=xTO?n54J-#1Vhv!FNbT@bMpM znhWf^$A*NtyR`*4y3Ma*Yaa>wfGqjN{kw zrB2;gd9`*mHj{;hfmG#@5jlMfU?)r+{+$h&4?foOyXAf0rq zWQOv!?;^MNhSVqDuRKwA!oJ#UZlPF0t;}d^zbw(hKiiKvnt*V8ZF0{Su(Nwh{ zmG6~u;LUBB2gL0t>((XxbBBW0Gq!Q#lQ{Px+7Rs#&RYialU7XKqdK}b>@g7&sJoFp zk1*1vE@Ogh7IxsnL5`=Nxc##3FR#z(4)ni^r;zJQYw2Kl{I2B={~gBI?4iI1)449u zR&2&%$HQ7D@I*xnYAC8?Ebqaf~Wzs57fIAyXWC_&Jw(S`#P>#r!N4ZJulh zs))VwkyR_b;0~~@%Fh@bg!-!X%=PJK3bfIIhvdPcdQ-Fwy>trmWXoXndxa0%Lm8%n zJ@qy({@|}IRFWcYi{@l96%jatzK{|1P$sbzf_Cz{u=u^B+1<(zV}Fi|lGO0W-8c-} zs9JlbDq&0NcapZ3KrEm5*nq@#Z=|dc$4u27b*|ZvxXBH%>t39c?@9A`p?+3@vZH>{d+6)n40ES@Rjj&f-g2ll^klUYf<{N3)SEjD++Pde zgPZj7GdH(Z{Z07_yj;UcKr;LhlpV<6+`V3@wtbpR7K<@S#KK83NL0Ubf4S~dgJuqO z_Q+cWhiR^jTMhJ{#NX{>QM!yBfLl*ncVWV?y*U+AQY`@s64n*dSvPy*sl9eez`RW= ziXsEYQNGv2sqkfJ{MpbZzOB=2Y4MOIJU-{&7*f($n_rT>pE9l8)*aRui`_l@H;ZcW zWARw{1%6UChZZMnFIw5M;G(dQ%}NpgOX5^Qy`PEemXSe6p}i^G=TtuXh6YH+@@XQE z_2VlUXUInRi;ki<9R}ARxz@L;uWi40ciP&5f@5gqTKqwgx-f>(0)o`6Zv3%MO3<)}nd1LLku3vY5V$4qD0Q5GU+6yih8G2iA6-p(HS;y`jGo5Z) zSDquM_)KrUQfj-$)H5x1YvTHhNX2rZ;ZtoPg^6$F1y`__i0`c+Qjw==T7bKTisZgd z?Qlec1gT&li9f!8M}Vq_v&nAo!OWh`Wph=M%51lKF*C=XucA{B$>8vW zO=$FJk@P;CWz*G2-{yqf*1wR0_-zc;On@o{`f~|15EO~^jJZ!_R<13hk1`E493vR_#gxv4n2A6+*u_n6HJr@VevOI1p zzE%BUt;53z+xvv^)Dw*0JeksyLFnzsHrTbqxEtjlI@!=0DyMVfy)V1BrC${=O75Xv zteo3G!|wX#mvn7hwHXGsorkUf)h7C!>XXv#L|ue>>iJ6be);3xRU7LGM@SQRt7)+d zOk>FDR6-8K7~`tyQ-4v?)2K$PFTbOEdned?PVO9JI<_ zbTjNpREEnyfa)y?CeocR#her%UB`GiRRTRQ8k2`TCD@bU z*L#aDF1Dfmm*1cfLN(T3FPg$_20EBH;u7VMaUncD=$tjvHCdgFcEsYIT-kAo>%)6M zrI?@)MH)|%?-4uT%P*h`eds>ev<2NH%2){hx%ScJ5hj;S-I@Fx|Gn!h4S0W1;%2N} zOjR4VF4pJ!Y5)WtwgjJosX0PY=spVR(pzx*#=a#+zcuy&{fvqsahi|oK7uaUf@XLzvL^IQ|B#CemDemVoGU`p>(^0xAMD3J1 z?*qJd;PM0jnQv>kU=sMxRj^GarBj5kjm$n?7@ng86LLF!6AxR>zW zQA2pp(mKvN&iCYn9oQtF>*6=Vr|v3P*nJo(5||o$@6a$VNU^EC1s`22ouk4P0i zX>k?~%bWeHo#T>OcVVT3s~pbo4@D>sFb?W%leH=L`7H*UrLN6Buz_@)m(#JBP*5Sf zTKCVng6q!YTh|Fwmkhm3w}Hx2bEPr@;1pSt8M?TE_capEz))|<9%F|=0Io^^l8-2q zM*=9jtxCjHIi=vl9ikRbvPs2d#Hj{i+`nZhL2yz@zPfUq~a7TKeAeTppXU?J6@?nmTFK zNp$nDVE=9dl|o?l7NMJkV(oXwPYD#r{?06+bK+dA`~YV^f- zSALNU9~@`;F=Te02L+kWG826|-j#ALKJW$)7NjaKln#T~-8=AQQpPt$)dB zq6%0OSuK|6uqsS=0Rr(0j4Im<#f6dNsch#<`V@sN$G>h&L2Sd1YAkOZ=1?|_^wd5! z;&;{Cu`WA?y}CInzNo}58zEw?D9*!(n&$j%RlrvfjJ~ixMuJIA94ih_!K9y88TKG2 zNhe0$a#RwHbkS@@vS28WAqi@fp$1z(i#k?8E*e3J7X6`tb!^hoPdq84>t5;6>)%`x z*4da-jY1Q4!lN8+iR-)1^H8@~WJ$j=UDXw<#@ZeJ;y!E%>=~=eA=lvi;94Yidgxf! zZ!OKsh%W9FliX=Zjln>y?n+5l6qzu^5McrVp2`Gs3jNX`4}xoX;)0Yez$4{`Z5DLlC1)DvH$y17&6TYvn1 zi$gnvaZ^^ewDQe~nrTRdZ)jIZ8J}=3BVm@aH5a{*Q~BG+!Cgux_-2%j#HFbPP5zu- zt%PSTw!=Fk`_og!=lY24BWtNs976Lkb9|!m-vqUl}C|$6A|0-B{@PJS}w-S-1x>Rrb7#mVnhhql7%7#u<>AH zGvJd$XV0Zh;glI91pE{6R@G~B6(qwqEJ6= zJM7u6`O4dJ1>R(4>F9oBlU^WOiN^FrUx%`zXiZmywMW;rSL&H}DYdpUR?l4hb9&`Zm? zDqR<#RE!|{rKV{nPiowo{HTKv<&X?+@|lwY67uIV$A}y^B%HEJZNBil7iw~^EY2wl zuwh^6{ZYg!wHsL)u;j1WkQ7IoUy5qHX26!EC864Krob$v*Fp@2MbS?)`u7$F4Rkdm zE6a(>b54t+5zhz9J0#rR+#w%+#5e?Z&tmTuMVTmc19zzOSR5~Yxbu)U|7S2>u6uqI zieRJ3@58A%qu*(xC&({RDF~owlu>jM+Q=erqFxW+DWO?2MDw!X+FpcR3n340(OZAp z5Q%X+oAU@hMh!K$Kn6kFOBzv%YP=Xn{6t8)S^>8XseN#@e98E&*XFnT;RN2vO}$Sm z9*5%iv!pSF6@wB86DhXXaDcW7ZGK5YOIdT8@$4{s?H>x;E&Q)>6zvO_50`&dhu^Z} z`|E1hdY7geFn%k*ZWgE)$D8_5|2F8aEM9G%^4y1b5ZaHnoKQwn&D4d)iYSgt=VIj2 z4~w=0qCqc^8S{B|fJ)*A_d9lR2Q7Vt=q@@UjupBM1fKGbU-iHt7l=WT@#8M_%Qby5-NGPe2;R`B@b5p(wwC>2ILwQ$RiKjwn#5iwg+z%mmow1uA z^-ZmP<{B=F5dNE&jC4p0dmeCpoDaBOP@1%&uDM%M*hFwD|4^4&O7eyA%4QKwSV4He zxlet;5AyN*HRVpn6-)=}!$}6?gL=$=W3^k*`u@LfYoxTYavTPMxvIU7aW~eO5_j zM4MnueiT&=TNklkHZ6=&Im9xO>R20r8b4(Go1e~&J|CI9b7K|vNZFGn+$ABx7-W+tvIs&2-v|2dYnGqNya(X=vkwIt`{ zVP%mrv$C*sCFkJaW)XF;b#PX7G%_(`5i@hQGBHz;{Lb>-%GE{5%vsdI&e6f%%-)rp zmqps%)y&z^!PdytjNIJF*2RoP!patTibdi-r^L)m98Aqv}38#20VsIfE~+JahG*W%Qr*Z%tR)YAR2x6xou>1!+ zrKXpXpDsCOA22mfPG!MB&L;8FvosS)V}Ze z{GT&BRNd&c?`tC!jLXcev&=s~{I{gT0MBP!j=WmxpN6l`zmlT*#fTEc5V?GO zy1^eCrs@So|GTV>a4oH2mKxI=zgU9*U0{&rk)#r9S}LQmkUrKDj|o6d3Ha|<51*{K zOQ$V^{AS4iTRq^RvMBmHS$U@j9e=7UTl{~T1bATj{H0&lR((xkwZZ*A$Hva8D~qs)%jn|m6RXe{G=tI)4)HxjTrvlFIvxJ2};Ih(gG|nmEl!Tn)Cgyu<AO1;y0nY$i7h_zgfPWo-e2lR7tt^Ex zQvBcTt9;HqG{<$zP&R|CyFs}r%LYC0oxlK(!ibw9+fU<}PK zG}HgO^xI*Qe|e^xBj6I*i%o`KKOjpy-|lFttAAmjJKneLu3yjY_J@0y8cCPW&bU7o zz$;mWxj14N;8%pIM7F8HkT(=d%?CtXn= z+5VHh$?bacR_)tq)VT;nNGP9$p5Jdt|EG(q9h+3_jJ@N*p6;mixw#!E zTs~Ib!@e6k$Nts#mt<3u*(~t*v_l!%B@&kB^@X{OH$!Q6#Yd#Er0XO9n}>}+9SZf-_Kxvn#hHeJ-s z&CPlsqGih(ox@?bEM+4nq+hHCbh^^o;Ji23pl9Vi&MI$?pkqz|n~S|1`|gUcv3MYm zm|mHiQ!^htIIvt2XV$7KbXf0FqvPb{q#4K%bszPzHcF+uMqW z?%xPMgnSt65>Ay)OiCmKa&tG;);j$PLic;THcC;wui`v*ZybGah{UDluiJ~}wBbO$ zj_!K^A@4cNU-O%IO{AnjL59t3MXyFch==`=%vzIiO#?e=>CL;2cS9zAk0p$|CL=q; z*x1;HASb6NS6hD}4XlQ+o`(4w1TSa=vhn!)u|+Y3vK zm(S3D4`UrK_>Aiv{SYgB0aKGPF>mQtYE3Zi_Z_kXd<4lU_aGd4=~zBwAeG2rl$@ccLw^OM&pUo|0y18{s2#JUp5)Jxoh1 zOHWHSzV{w~7ucr#`JJ;ly(mM2k1Dh{(%}Za7wG3!9Zc=IFp2~J4GS}~#y=NO$t%UY zJe&|g@+C$2qoqpX@mPbJ9wWuQR!rGa&$EG7$bXiXMex%3qGG6V2qy~fRb!l~V@yKW@bEvG_bbhF-<8JHWVuKa#TbO=S zjIGN*S{sT?_|skZcgcedg9u@UZe6b@cOlZ;wikNu1A>E2i#>Lm?blXnjD+sP*XB6} zV+c8VfW%#^Jt6Z941o^|CVoH6IE4i6wO%V%^`Lw?msYTx_Gj~Q@pZX!4gh@S0bGCT zXF*xkt?DU|1h2HY*$CM{w*D1A-a><)Ax98QSI6@E@Gz~xG>rm2EnLI5g1<^#4O|x# zeZDleGxPDKU*>gQi&>|@?Hm!r*3Wki0KtMrC1q5N}PARDwX$cAGE&*wz zW0(;TkQM>yR2l&#mG178?(QCDn0eQqzW4s`u~>`6tULFfea=4n?(h5dzBk0zagNmj zMvws90QOskdNeZU+q;JFf=wELmi_AL&%Ki+`q*uG4SttG%B0UavI%K?P+H+l$CHM9 z?GoNcbO|2&7j$(7+f`gMkc~{t`|$8^g4sz3kM1qT(<&0z5DDCkPB{+iu}H-@7O8UM zjE}dVw!%q0=|n7ZP0sKWJKOpF6rp10Q{>qO5Rn4lzq}4_cbYUpMM(lbwZeC{^QqTE zbsYVm!Br%KwO7yBn#`o?Wx_u9CGz6IYMhK)iuU##LJCVta4^HmlB>kSgVO2^VR0-R z-`);46I{el3H4@cU9867%^stsLfzbIJBmkSuLSR@)DZyr!#+avrzqc@60oE*i~DQ* zsg282VU5vKUWp;kpg=J}VWkmEfyjXLXy>LIo%Vy@6?oxgCh5?+Mq1Bp<|nl17ehxG zX95xuX$N8n0n?2QNWgFhA*x{Fttn8uJ5GV87y@ z^pUJMU9%)|uYzbHRE%mu8-x>&cb}?V78{q)>_VATPnC}VsP;-Th256skEO8|ahS84qn8(2W5kFoD?7ht%eHJR4{18_W$urWCjyxm8{gMm@7J%; zLvXVjKEGOxfrO*#Q36W!Z~HTDj(=C!(75Pxn5yQ>%a4WJr=FRFxZ-@i0{lEEjd4e! zTtLGlr}-Wa!r^XvPh_NK76j`3l?Q8Tu{7pJw`2q+gaw&1uIz9-WvQoLiBG&&Id(kI z)1$Fcueqg`tB+rPPC?GS{!}J}@HSE|h4bCHkt%t>T|ZV;9m04ZC(SAU z{)CmS(m1IFla~+Cy!$QnY@kua&cMXNhf-ecG1Y2HJa#fbwx_;A8fUL)Dup}@?JAOH4p7eItyNs~(kvt44{Z#9)HQA^ z8oGwTg?bMBP_|vD_hEqR8l-qieXblU)^%R$v!}mmcG^K|%ArTC`sil9I?PK4OPxq- za!?98B)ze*l(F2-Rn8SO=4s%DRM^X4nlAr`s7}BxkYpV5<82N33F}E$K1O|U|4Bt+fdUb!pll= z<(B)UrvehY8K58X%#!bQcf`z~+;Qq?vs4hS0J_-*_bJji;C7^_`HC#e^BK()M`<8G zwTKhWWnP|>bJuC6-otX$qR+vN@{z!jLQH)l!twAnBVKzle<^2+ zz5qw6)nr0Xdh+C#@BgTN)~E#MI1VMExtHzS5~yZ&9x6zXy#<`4_xKT_e)Cgja}Xtb z>DF69E@mroX)IkWqo9>nI69~=gV=sHP5xvzGH0R&k8)y#4HdPiM%WC%x8%Slvq@@Q z85Zwy1LASj*hC#?1lJi>TXKICkzKJHR{90RG+ann_(j<__9|Y3+TjHl%Q5=u z^JkM+#(VCg{G#G1$HzNywWflWOY}>iSWq){_eKEoa&rLo)#IG{Sbp93qxKT5ub2;bZM?Aar8iJt=abon_BOx=-!m6$s z%QpqxHVSdyf?cQ>jv~0Q1cU;Ji?47c+oq(;MV_*WG?$YH=7rz$pw)|NCh7t<_k|?p zWmN+5nX`I$^!h78;J(p-@bU5S&)ngZe@IHg&|ux+=D9ab|LK)*esfi|d0U9cB2+W- z1uqeefxdoWG3tyre`1kGU3#icGf!)w;CkX>_Ulec3cn?qy;F%D3nY3kP+PJ1xewxG z-Avb0NBBq~`pMnAr#;`U4M&%B@EdLilny~KMkHdcZmxl1I4uVY4Sp>!@H{>1+x7A) zY=gJZQ&+bRU5ey^-neHyTF2aBiElP@rg^2O$)wn^h;pt*u~ckg_;5E;IJSc zvy|#%{SVa;%uCn1{1k=>H5ww{Xb|1bYA}EQn*>hXUYm)@#Dw8_4Utt1%xz_&hzzhGIPr^3U6wUyq&7U05F!dFg@&Y zbA3KKI@;U2>)71{`}S1w<{6C!1^L6~L)OaB8($CJtGzd$6B8!7oyRIgn;Q0=lglnt zb*^RSYi^~!CTk-X8zXrv_wh$I^DcIsTtc9B zI~N|J8xwVPmSG&(Fkj~dao_qFo5>&%rmXmTPyB)rv#^=!Lg-QTI_U?Ceo`KbuqTiq zHIX)b&t6`N!K-nctp?CU$_}*-YIL+u5I^4`7M<|<^Yxz#86TY+etv#Gc+24jSLk0< z>>Myu@u8=*gN#s9MlaLM;MRYPLaeiCF#o4E^7<`X(v5vi>HnCHHN#II%-fOT^$$=M;pOaY--!&EuNKbf`*&Pw_6O^sAFqsY`HM4#V&3FS{=@6!&|*84{20e@ z_E{1{STMss3dD-+yII9Ws^IP})Hpb=>cPv#y!Xj(|IrH%8p9gp_C!wltM3Se{kvedNaB`UyR-&L%4@O)O80-{ zh$pmRx)rAmNWn%qDj%nCkRr z*r-uw|7SmvJHEpEqs_6MASpNs>+0Vm*3gkN2#+YLOsISt+XGhkkD1@DHY_Yy1V7_E zAiTZsmGSxCW!b%)2=)2&9zR)@^Ht>c=AI(?wtx0dLM=3!#R?6`uc`R|jUZC({|ofb zW&fV#lzY_S)t3<*CUD-g6ft*i+?^OxM=ssy2?>}Nj)D(xE+TaJc+)#^MPp;qfKnmvZ z@_c7)Ot!sg0Fdb0B6$ObctYjB4f<`IIl#JJg+b;D*ciU zvo-RCD0GZIzr7uYrCvi@uFdttjvec@l@;O#a0(1Mi_TMzfq}uGudJv@Nohk74E1V( ztzmesuDO-7LZsb=^*zy0-;#odrX`VuuhZWrRyp$th84qq+zGqx0>C(oK6zQNgOvtVs_ zzlr=a3R5cVK6K0n?~*E1+MERQEqjI|XIsb#Tm+h3LJw@N+XbSdjX8b+YKICh9vpuv zqrvV%2HrH`!7Sr^gK_S(P+q;&1joj)o5Be!9Rcb@lX~Xx5UqeNTPH}FM3_+0>phSB z3F~QsB2LCH^S~1|Wt_uuWnHE7zoI~p#;mMc_sETENgkcM#-p5d4GelZ$bOL?>){x+ zri)`dWXJJ2BEuewFeoXxx6gUkNtN70i7ZBbI_+${Fqoa;T@$8mzr@F&5N;1xRJ?2b zymt1Th&@yJ-dcEgRFMQQzFV9gF1PCY3@4<%cKx{ifI1K>x^EzfncR`g);zdZa%<^~z~UY?(y3w{>*FXJw zA@tMe_Ai-^N$Ft>`er+S3GS=#fJTyog+-pL(dO`=zrSC7`zZK>3P<)Oxbjy>NXWrF zNI2u3lDb!3e&!iFhHfz*p)--B3YvX5=1$n2wOfV?z{YE3u69{&y}q6msuIGWFZ21X zd|qbolT1p#ur$LRf64T8X+IXM+TFtq+I8JDQ$=v+^SYPCQc#NQBvx4qfZ`CqD zn#n$XC{DJ1-aIfGIQoQ=q9=$gr+Y%#4|R2{^~3wvf-)&x+^zcCo`@QH74Cc$6%|Et zX#zF>pjsuP{xL2lfKe9qR)e0VYA{{gW^elY=zOSV`e`tJNkee*P-Ib)aaq6lGc4oV zG4De!3G*BHZzu-y!D}Tq$cyU_fD__Dv9^UrX~@0g3YRSUu%T1EnR4@>m@7O)DwI!N_68kTUhN$GZe^QNGztVx@fxyVlz$rR21ULQZ7FP7~Fxf1axZPy)I;Y4H9 zSgiBygb{Ovl}U?#gzAoE^iWwhXEP-jajE<6w%HU2d*SjzrN34#f&z}Yxui=I^Wa#G zuv|j)Qa?^eNa%g*77`rX(Oyp@z$1VC+V;u(#|vUwi6us~RAbp`m7F_=yqwgVPl{(2 z!{^E{oyj4W`>LtJFUO%p&Zgu-#sQ^(yD_2^)0mWAysjW&(uKvhS?t#PoXR%3((i`8 z(pm_)K-OUz)-ddX@gC*@rOl}#&eF-BK3N<=BAS2aPb6@UjEvmBUz2PH%K)~SpCDG> zYsArUkQne}2QH5#;#V|nAvZFDh2IN-ciGr(Ghdr-JI?STBY{=q{U3?OOxYDcuC46G zugM`12phd*nNT9B{zzJy`TorSg#X?>D{g=uR$m^@mI?Em+*~K+C8&sTz`qQKBf1o> zzJLF|)P9-YF!Uav+`n{1-oE^S57=P+p;@s<@wvfK4;GyYu#OKlHr87A+K01wTV+ko z3f^ov0yBkABIb?j-7#@*@tFAJCWx18Kr*2qAnMXQ z8?k>(zA{#6Gn8TNBSfWw&B9V@mb?A#1>yJ7Te>e^@EyUgmhtFyXJ(S~RNSv({&<+W z-V#Zkx!?KDP1*GH0WpNDQTntN)hF@$w|=>Uh@hbR>SgMd#-9{<=8@Qw!}?RARpn5% zEfBVG>Bl7!4qgtfR~@PfdV15;Wli)kZ9m;x+rz-?pfx1k;_H|sj!Fj7G;rh)Vb=;-$(twz-c;t%feY`XxxUezsj(*hr`%l+;f70lY3?JE8P^ZG9awf60Dq@Cf1Dh+r}L zdDw)3A%8n7)`wmJK{0;OV)a22Pa>z4Tkl7DnQ5oRM*n0da}82>pL|$0jf~9Y-oi^_ zwg+>dhdBMHx%x)`O!79NY54V-?L{5Pf(>>#@5NbM1RVpysy>*0V<%6@Ak>X>?0^P+ zUR2~Rnvj?vviUk3+ywylTCA1{CJESnw10>`z5~n!?w66Z%e;$F_%qlG4-t*N$T6=AOiKxo!U0 z9~I>%baQAM##v)(8Biwzd-ezC26pP`P=vHbZE``>4-8q)n8I_r+(FYW)zz-w;o z{1bG)URub}ZzQ*u1Ay-j2$*=I`zlVyfpK@9Ju>X$JHcm3hnneB&3C!x6N3J>a z6{1DSk9oCsFj}8a`f5%R$C4Zyci%Pf{JjpkrzR|uBrJ?&Ob{n^vu5~~RNkUX3cIbL z-GtF!A{=W zP9RdVZKdQ6|HQ~l>9{`LhL2uivqSvAquG3pUp|ZUl_Os^{+qDI%oE_`whrXlVX)@8 zl4N0)0i|FkTU6;}p&o}JOQk%Y>cP|3_w_sOTWw_+I#D6z|3fs8joEfJ^Y_Jug65!t ziF~&Mv0Un-=TpnpSRDpFF*PIKzLU+cdeKRXKOcztZ&qOgz{FS&Eq`#jr`JR-9r4NT zn9p)kQ@AdIR1b@c|`C~lKFd5Rj_@;&SLYtKZ zz4fswUv*!zc0WAXA*-xN>TQ)KY3g5Gi|zw1Gt*M0VL=I^ez+T-RW@DhPH!e$5lD^W zc=|j}GE28Bbsd-OF#SI)wP=bEJ{}|SH}vIf%VLWd#U2kK6Cns{EgKgfdc9OFmKhq9Z|{^E&OWahW@v$F7~yfsXwm;&Ushm!?~&aU_qH==?Xtu@!j@QBtF*Y~&gAjy z+*51Nq95b(|M58=;rtCsiaP{-?9DvH&~aN?4<(xwoyM>C^_;pO zbKwMY9<*CQU(q;!4NU-}5H} z=jXkiH}CW=}F z7JS3Z+#&9DprWb-c3HY5r;o^AvFiZ9P31*#6?M}*5dXC`HIc*`FcB9uJIM&qIPyo3a;|>p4PqxWm=iwMV zCLp+nOGsIOROZ#t;N8sZ5vXd)t7dujEC~^6g7xi3W@mF^$bC)wPy2AMlX&V0?Ho8j za9j7MY~QO@tAsQ^dM^GPO|ARw3=_^v_L!yKMokkl=G34(#gju!>wDBvSy@@&UUzEs-m+tH3S~<8oH!x!>r2vb4dWniW~9yRI`0f;oXVwzCMJd?FYCRba>zyR-6%j@vY#rIJUfyhoT#u-`+}k1HsQ+9&+#|| z@A70|zO4_XiWBc0PJd^lft2gaQMj0zIF+))XDV$~Fj^ahbxuu}C~m`=?|IyY)%_W2 zhtTQAs?>_k)D1Pj4%_K$ky3d8{K#4td98wILV%Cdg`5pU zoAk~W8)h^Itwo8UvSk1j)9>cy5Pmpcr$F2(d?j z-2lO(QVHxX&P;A&j?VV+amR&O4EzDhvnQwwmSzvrOt8N!G~2_LF&?=l;n8rYo8z_uDPAt1mG-D8QqAM*>zYI^VXv&Kw?TtSh~6O2>R# z*<4@eukbtDdVA2X-&^*rQ2&=ZyLh7-`1sjTUvKZzr>d}<^Qp58{2A4*X0ItUIby0z z*V@X;aq+t)P)jl_$75JMo}tF8|AvtU+t0b_C2E{FC`?{H<)w6uYL=}-I@m`mv7G1L z+1wHFweaM`QSzf0T-QxhZSAvl@GQU82~#ZmWbLl6VbS}0T?g}ZFA*M9PPX77d!)TR zvmosJJdrh3NaNgTJW{EkOEQc_aJ_h)H#D2Mg6v}E_u?#r#AAm8D_$2Cey zg@uJCGXUPWwf+nBjUcr-->XYXu(EgV;}T?{Rzohh?W^rQb`Qe+7nb1FF%x33*supI zmEPz-^+TRKEiLpeXg(ecD`n?eHwez116Ko39p+S9+W zlEV-Sv1LfqH7Yhk6&}6}UL`>H^!L}+UDR|h{_==$**QL3cPDfhFs-nT(xeS2Af2{H zI?PY+86c)5rSAjHLPkGC99CjIX4$U zA{sHK6JYrusHLEM9+A-&XXesMy~N$w~xl)@ZLZl>g&+x8#){wgIfGG zd!4cn0k@NQc0eF;2~kZEynBTQlfbtF!JY-3*uVq{n7X2Au`x~P>s>m)M$Sjke!JZM zM+py7@h&=HwtRUHXX||gx;HCSbyUUS(~5ng;xu{B!e8>Rqq=Bg%2RScf*4k*yOb&J(c9Bwh5Gb~Og+myd||EiU?^Wz^4p*^ z4&UtNU^2loF;w1%!^Ru(E9vf6&dXhqwDZ+y{hxM^jw&jCG-J+Y0(4Z9pIQOIb@&Vf zyOQdd`c?QPX=Q7~^35^7WhWn%W8)UasxR?2AG2KeX8_l$z9jJZ#8|F-(IjqlFTT<9 zhAIux6$8TF>rD{E^L z?Ce2tqtW?tD5%u1=AadE%AJw9?+?r`rhQdySO@y-MurBH>fC63zki@l;NAq57h?pGWJB1t;3vnop+Zg`cJq6`#O;fGImWoKhSCXA9ArZgrn@NxB#WSSSU zizD5suQx-}#pS=B^%ekX`4R^4_O1GA%7p!AUPGcfo3G2idh?G%lM#BdI0;<(C&?-i z8R!Y6(RbW*8x|8j!~TsTW(-ZYmOQ@6bs6aH9M=;W!(><5%+vJlxaW3@lM!n zgRsbVD_@2#+v|bbMt?T_ci;xG1YhQvJwRoL)|P*iUug|&l}-X)2DAAk2cr;4*|HW7 z@i~!Qf3jpdnD*0k2sSl{(K%i(&@|+X*^@;R3=wB)GJ$og(_`zc2^thFYpeMs@+l1?r+ey zk}}j19O0Xl_aRQ;I=Kn8=O^X)bHzGSTG*Iidfw+pUyob%Jrm;}!jD?;TpWS&NIfcS zibVWGpcs0pY_UYY;*B6DC-33Zp>5|T>2%wq^wAxyQG*X+mo9=JpPW$Y zonaQM)UXroxY_|VEf z%01or3)B~*eE4#sk5gfDZ{V+7$&NH@^21RjqZf{ag~^XcPqtOl(fzf?zuZUC zA!cMkF(*LmLSHvwip57i=BXqz%y)Emr5x8dtG&!MJ%QK_RoPEPZn8qI1+hXQ9M?^j zZxl$uzGqv23f_1+D4z3i;biXHDMt0`(W6H|9hk5<#4qHso&^#jaAHm#_$~N|25Gp4 z7g0fig}FZ8HLiQ1T&G)dg>^*)1Lyk<0T^_kGvIsAVfOFfH`$36=f2*&3}uQNi?kDo zu9r+r=bLXi=c$tHM+++-nZn4rcw41{@X8WKbxumlNlM;5d0wmTWBK6}kMK$JTIoBa zJ8FPERUDO#U4J88mr+@1oYy6yNQK=NSL?_C!b;HuDqwetE!mrtr%L-Vz+6wHLtH3B zi9sg%KI!wuPkSDyNi@Fh`BY`!1e0LEN+KmC9p5TzL@T{%d=TvnLqA?cJm!iFki%SV zjijeTDv!ihyMi#A{b znjZxBT3tU1FSk)n_e@H^K?oAHS&bHZ@%Ea=CKYTE@Hg{G`2i)xpMWwUpggn9{Q@#y z21-q@RinaIz8D&b4k)~FCnS6i)Z_--Q1BSNQ^I662*i};bkkz|;HgK6VVi{gqJh{? zqgU9nxWrC8++QouNSQtNY|Od)1K-KPoRpFt3jb(MdKbStde5Fr+Uy+@J{cK4)?Gu- z?u9b?+hR?#Rdb~#CY$s=@6$AMeGWZ5Ci0!x2RR+fySWPOZcnDSJw`tex4+0I?PB?r$EwS*S^{Q1+c z#;K!@w7>g^lu@3L6%+L?)ei?T*|uK7WfT^KfgsKvM4;esBzNz~z@1n)%XxsLJMGn1 zwWQ#8x0*Cy^H`@o`Wx6&g|I(yp&#iB)KePiX|bK?mKuefCL2~eNWrY+?idu88rQu- z59Fls)sjR_qY$T@k2-Q;mX`M$!NgqM0N0ExccFYG@mRh!Ztbvw-&aJ?VM|?0*U5zE zgqW2^%3jiIFs;CLOfSk;GAt}C2WD~pjc)JP?&P;Wncg}?vGf6LCzgBJ#RURyh1cgC zD9p)010_IV`>f)e1n0z-4DlCjjsCmEHxM?EQ-H3Ce{lGHSVwMOqW$_Vm~RAAIF`R- zjK*7uOJ*)Rz$QTXEc%D;&+C@4gr3_EIgPH+7z z6CfxF9f>6+M<681H^V-vb6_HqYpJ8^DFRE|zxSRy%~g`F;}JwAKs@`We@zf4DU2AD z>Nj)_;@RMGyD!3SVtFOlHq#}1$nIS3{C;4_bv4S)&R#Xid)3^%Smmeo?qrO{Ns!C< z2PML?GqPo658`45bFU07>jz41UIO4oRBnB<0u)fKmKL0a4A8((i#WDkoQ|nM=;`>6 zNfzn_@`g&vE-=rblq|yyJam^pc`^1{5V6X6*%0)AZoG9C9SPA+zV z_sWK>#eZc~G{Zy7X1-+Enb4i~2fG-zUKtXhhii{>l_}WEYQL^k5$$P=O@1>(cIz;g zBzAYdh(KMN;FA>)?+NVVP5PU?s13Mkj=v4KV_NV#wM`vMG*nqR-p4OQ9La_%3Vx++}_a;59fko4OD+>itg+@7_phwYY7 zD%I2j%GUHdnrOUr5vLr(B{@tODZ=bGXY;-I#1Y7ih-hAlqN-}h;%kFE&&G%wcT-ol z@F|rzGK2dG+CmAYxssn^ya-SaUxv^m6eX#R35E|l9@j8V-8QXkZmpqM>}e~64M@5Tu0hn?=Iork>I&R&!)0TX0j3p>rV zGoAPXf8L##PIB|rNhAjs2;8WAVRZlQEpMh^T;~z|1n&Ywa^5B^cM1i;QT*#;+`Dt; zM+V^SGEuh;y|ozQ?_}pqewP`|>r_1A$^k^ED>Bhwde3gjT3;P1^W2+KR5q&++$Em%4BUhpGfM4i{6iN1!^ zsrBpEl!v50nD0mjpnrV8v(Nkt^e|u&5+1dkDNr?BL<9$i=I7>4St5zkOx4x5vbfxk zcsH|%IV@^qz^)v6u_eFkMMuIjFK|UOdttz-@m@aSy}zAaTGjBAu_TYSvL5C<9kVt!VuI+SlAd^+hc}0@?S{8pU5@3!bJa*#KiKCq=^3(`=8q`ez zae3|bV@dkjJJSXpplL3Qp#$&xgP@VxonnPkD|sCo~A6QD-^{iu!AV`nDHFNc4; zMQkL6MSPY*^3dsI=d70TEt)< zT670(o$>C9=VEL`IQ2qq`r>|SUQ`toOzIA6yM_Vikmmg;erqgGP$_6MyTr{d$x8z2gVF}0o=~ny=&1KAKe7U zJ9pAnR_EV^8;7>mlLQkSeyLywTUx~>Vj~{|@0=0kOJ+cP;zfK~%t8PL*wUz0sN6QZ zluptBC!EuPpPGKbZ+PE}q^Q=PVIntvs|CH=}H4!Z!Tvh5X&SdnKGt=wRHHx{_ zBYLyxNRU!wpWvE`LagdPyNlFiWB=Kq{>Khlt4rVDbFt9=BH}tcj@0j|K?%VZBpk*C zItaW+>b&BgU#ttv<)Hq@_~laV=LwgOV6>rxIo;swTUt=u;q+XfXVpmykd6!ej5&`52jJW-flGH+Lm; z=;8WmdRS}I8K`zX+MmtnPPkeJ_{E{xzp)7Z84E2}pGOF>N;}h(hPDwalk{+oxwG_F z?f%g?Qx4wB*xpd_!~b!3Nae>Eq=wOpz zE@bAq`)O4(SPE-FXt?lUa8FnRL1uuNBFaOy2!GfA_;+DH zVVd3fKmFc$t}YR^_>J=4ho*iyFWsUq5*L|&u1@?NBy(nmT{OF3pV|OO&JA4n8}`?m zl^aE~S*%@NnB`y9eO!OxcJ&F^6Muef8u3>k{jZD7FWnTSI0m*O|C`muHG9~zYWoQm zN_d`3Qr@J|TKvD`4WABBEeBc=_^0f@kNDr?IPA8`7YvnwWA=qlA*`sx0g0$#*H zV!5F!Dwlrz@ivV9?*)4$klss1|?%@xu1 z%`{AWXuF0kk0p(msA(`0k^WUx_cKa=dX@%CZ7kIAdY6L z>;d@3+1tkrWvWm&GI)iBp@>^N(lt=6z{$hx6cqu@bdErG&}ONzzP|qD;e6S5oQ&G? za=v5rl@uX+DeR*<*zP4g!X=-H2K*^DmZ+ETy{VR#J0B0xL0*?E%nLogQwLz&XRd4A zfRl<$TiBY@=<1I@DgiJU?1GPYO!(zt|gD z?VTu2vKgEcO=4n{si|RAO=~_=PUH$sqM5C+Oxd5U5izWl$7kEqS+&Y&-w zy4uIh?0`lT!w9lEuid;^asdbg(ge`cpi?@pE0o!)GBWw1WKk&u87qzL)O-dVp-D{)l>>$_TCtb=0)nwsvi`(17u zAD+~m0vbXH(PM_{%%dY0myv^oI?lWsppE&a3gluy8-<#D1CetV=S_3Vs4uk#(ijsM zagwtZF9dq<6QZm01K#5f@C)8GK%(@#KWyzmlGXOBc`WC}>h!O}V_W3U-kj9k-uXa$ z0HQR6UyHgN-RjGpaNnJLq|9C2d6eJEYy9i|US);tviWk-t8w_77jIOZqK(0sLx9Es zKjte<)LVMDhNrpsRq;XBwd19oxQmXh>v4%O>`IZl{0pr8=(Kb~%J-J7o0}WR>ITdN-x)7tYbv#)O#zQpR(>4^nE`Fjm2=hvsOc)WGSYUk@-ew5 zs`l6-x}abiJu?(O{U}Bn7Q0m$C*A)=|5ixHl-+w#o4)hF7Qh)uCnjRwPl>s|nb?u* zyN@N~oMOK@XpEt{wQRanvHoaHrax?zRefGLk$c3QpdMS`DZw1yIkx%r8QXW!fEq@s zr_X@OI~Jzd2K&TKmds@iPTVq^$>1mXATHf`z}@ z2w^rW7)|ip5{+wg>&)ZG<4S0sIP{slN7HpiCSA;~FSIzymDjjEa-akqt4-)G1a{+p8(R>c%f#bcS zxqWoFB|Hn7W>Ng>H^@nSdIba^uTo^8ZV?v2vgos6&C>vW#We$P`W@qCHst0vhz@S&4|Jq@sV-xi*ofa~U} z5L7+Xlf5ioyI6-Wtz;ys(~45gxAwfas5Ef5nZz|t)M260c568M4LK0n4hujU4M1DB z>|KD{eyOH%6{z4V$*Hr|NV0WX8E8f1-3bjUyYtF?O5NDladS#9W(R}D3X-v_k5$uX zzv40e^_+hJw(IEUd4AzoK+rw0ksy48xP8?eQ|$i^96UKkVG5&{KDE`|Jy*#D(;!}= z3y>I~bdA_0AglY3g0)?*JCFBUC-iAIRE$8%IaJr3z=4718cs0s$e^4q#d@~FPuG+R zyyv%n?eRej)|wQoCv8Jt?W_=SyQu{p;aoNpETIm zLfjlXlLHJ9C?He=uwmZsBJ1;7u+BGJVycG}6cmIvPefgD&QCLwDBCznO@~$+06KmG z;kG%f=a1-+m1WBRnzfuJ>`2u~fw`hXoWb&MYR3C}MCM2yS7cb`*c7hWEPy;GuBW>OAu7UZT%w zCZOOEbcpl;H@%Hx`K|w(?E+9DGyD!jV?>7uWkT*V_6>U!W(wKs01e3IJR+x1mg`Ql zfEMc?i~_p015|bH)SLOXmekqzq^mNdOH)jGV@76a0{Govm@Mc{73){?v0% zj{w5YKO)2OnuC+WW+)ju_~zY^v_!~7z%LNV!Ca$b57HsRCc8*J@`)7VHX9{JX?@O9 z9x#}N1=r}I3*Y;eJ;qqm$|3nkdvFuijdDf%odEdBYmS+^;g7>xTZknSdEO5hVvb6{ zy>F%9$n*vo$IarK#rgJZQ21Lrsf`ct;EfcsfCkmwFJ}jfKRgH?F^lSF%6G~gXGr=+ zQj15c(ElhX9LpP34w8|h5dZkQK%<}=B(PBdaBg!?Wt#6ik-$eo!->@fV=}t#mwVk@ zdqB8MqfbnmcuF^>D($DD^LEc5=}RuhD;;9?M@xm8dEw`?UlfSBI-=63&!l5B<%fT? zHZKF6>El>__Nl?o5kM23+BqP1X~Lv2r-fjrcai|tR=Ep^=IQkr61HDA&+|c%ef|Bi zh$&}1-W{NhK~b;C!B+|&Aow88$j2r8gW?LZ@-v7W)J9TDXyM|obzR*>N&jp2DW~~2 zh9sWvws0uNWoihHL*vZmvImltp-aTq5L2-;1xuOZ~{zAtucSTIj?p z64>cy?s(7)o1lmY#o8*kd~-}q;SK}jF~<&}rNO(+=ZMglC$=NR<2|P66PuJQg-hDo zJFGlBM6<-1$7a_+n{k!L`Oc#VbX%scl7lOwLbTSy_1G$m*czOQlzu_9DNRD(k_a1* z@YYS_2#uv=KT8D(=xqBmsT)KGJliIQNLoflCc=3kXInmoHfq1=<*e@YIr1ZS>nB|3 z{!Z0Wud~qRpi2!!+pI5k#4#}~K)IoK__+heZe7AUe-frB90f=|e!MMoO}X}L!=(EC zf&6TMEf8>+dna?!XnrMs8WI{D z7f+b#&UAM@Q$kVi9qi4G-iglQw+w#Ekb=zhzC;=5>(^gH>wI!^a~Ux6CWkp3dnka@ zKi?ix7{}6xC7EtR#c3N5T{g-mOv3hR#%6t(n8(14FvPI zP2Zdc(#66Y<3V;^uQ~zN>dQ0rik#Yx8Yd0doYYlB+isxd{hK@0ne%m?VH}<8EW<;E zn)zJUaE`h1=8wn@3IiH(*xrA$+g97jIVbMY=d!=;GZh<*?PBdRpqd#>av?olhYC1S zV*(Kq6MV6HPt~R3-hudSV`#J?;Bk4l7!wwjT{ZJX;gYWRuE=+~qN{$_-T6a(j6_VmEA}5l2RN zV_NGHFwpCYpx`lhF%$z5q2=bI)Q%m?b)(>&RT}ATU99lpHQhh?ghL-1_i3w8*l|X^ z0gjlMN}}aHVlyYt(I2xm(a>j#WXjklcs)SV8u87f^5JmXZj~tpt{*QW`Gog(${US) zg2XYJwXppepz-F|rE8ET2i=4`5a+FFPJaDTVZ1HmoZ7;IJl3iEBZQN)uN0FK;sOWM zp^nbZ(Md`&D&HD|OExE?CRIySCRRrHfrA*agGpGiGvemh-0Z2-oZcS$+c=11W@aL> zkfFZ5`Eum-|Dx)x70RK=GlJky|3T*`J2O>efHUB@3q!DmN~^&4~Z2B1u`>VxbUfu8byo6GQC7# z&S3}pqpf#BcU@QH*s4iR7mFTF3ETNIuYKzDGv+(GG5roiR)_wp+93ia;UCVZm4Djk z=)6+;z#`^8S_^T5=$7{MOAUoyGc*xB!T+k?_}Hb|YJ{2k5|7<5u>^RQ4Er$(aB>oS z84%*5%ct@EO=I@9p{~THKUKigTGGusD4pK<=qgY4>;p;6?MttSJ4ETnD_JQ%#)kr? z?cw+L(;nm7Q*cr?)gma5m7?#59DRJCx>VAOSQ@w*%*$4-yY+L^!dt`>Qw1-e^<=5x@yyP zY|V;jEv3eevvgt$B-0l=>?ZTQx#<2;h7R{y@P`UA4xh2&-^dPw;6kk zSW<1t@^7;XyHN0zLFk_C7%v3%Qk~0r0&^y_P5A6L`o(uX=X)VfOG(NOLc{_@ADjjB zJf}OM09HLr&nw>kp>(J6kp^|&fQNoq(c;gtp5!utx;!}DC$kpn4^2Kzn%@`X6D9dN zBx*#P#WbOwzy>ofh~oB~_=>h1Of?Z}dNTwNR<5(b?&Wd=OhOoKj-lP1Z`q9=7={v^ zY%Nw_>Z*(JsRhT*F7hg?yE6|5fV@^cLqWYn>iqjOeWgw4NSa8Mt$IWsu&K+S65dbk`WLRl=-UW zlXxpBs$w^3j>+*^7cVLC!QP`LN_DhGOrn1Jw@C~%j}I2Ampwkul=Qfz=?@A;n3ks- z?2Q}}si^VsglUP{AATM2=*0z}+U{GBquWQqr#)H>k4A@NFV}jy?#l5Tiaa8eb%~}I z)J}x1j^W$6!3`17KVF?D(&!y?DIRq??ghHXWG-#1Bm~@ryVMiN+D?9JaThk<8de%ZLqbWgUG%>j)_drY%};qSg*N}< z&?=A{9ex5FXiWL14)Rl=r0B)Qt0G_E`o;B-+gasr@@Z+ZKC?PA-|$-byf)}asQ#^z z0)20}-cV{n>R0z@xNeX|DYrtkmPrY;@KaqAx#w zyd1M+Y8O4(lBqaS2%V~mItU@9|0$?~x&JbG8n<-+C17$e!G?2WAJ)~vS6LsC+!;A& zy5JR=QOyw5yq<6LsTm4`m|`2j{SE1N*i$4H-&l09sb{I2$)hbHDOFWW+Zhh`eF|HM znqUWLz<1dmQ-4`OJLPZ#2FVOQdK6UWw8lp7bk2>GlCL(>)%}Ra0As-1;3|M^uDroN zWLTl_>l{!-e;U4+=lHCQ<>04) znL^c!k`kMvucqGzq9zWKc?^WmIYLDI{BY&-!T|X7D&g0P0bjUpS|)~i(P%vT;OreA zAykGbCi$%-&5c0W$r`MM(xyHvR8aw+(+-%cvqqoV8`rusVI`6^+jKgyS<=r^cKZ2B zi*l+(92TVr;UKB|QN8rbh282nl5(Dg%9x)Cat|8PFXvd=+0@}grY1{F&HvsaP11um zUHc~l5q$UtzoI$anh%Ev#3OWK#_zkcpPcUnJ=~g+(`_(6`iq+Iyr#Zyst{jnXlPz1 zi`C`2Q0EaDj-Y@H=R_)5Y3?XML4vIyfZ8rpBJt~^6iZ-`71Q*`kGp%9;&$jPS8MQl z6fkmALb?&EkooQWfJ|$mi?%hHv!@;9(E}N(=!SQnemRn}tCR_Z>Cag{dv=@tr-qCd zMTZqsL-nEujRH0^LS!~{--U7wUVD0Sa!Wzs!-E%G>c&je7dqoY1&e%egxr@{9;?|H z`#E{}`y+V^oJ||C>K^%Lm5sD}n!N{uOF!*tc?@@Y5>8dWJbB0yf}aG{2-@#Dh9r*_ z^83m_Xl>$B6mbmwyTh+D-i5$v1yo4!J+zl4cjO7Tkq#1HAi zblT0@SLVaiK1b9hIFMdxFRnjeX{Y+Up}-nVuK%bPb4}8B9dVz5lD8~yBHDk;tZ@Hw zTaBAP7Iyf=u`AL+bv$=#xjEO z#%3GUTA48V_H6@VlLRG!jfOAEYaqQ^EyQvXn&v=VaWW8h27@gW*NuHB|FJV>HINZ` z=0hF18=NY?$Z^vwx@%Hqc<+LD54PGKkx0^LQ*`*fp7N61g_}N=*ztW3JG@Qr|COTu zB*H+g&FNWp-kznwkN27{UcYV-GvwXJYx?MQlaW1UtT5gU7S`nV_JYAzGZk<5MDn14 z)d@z&Kafe%UceNuDD!|;B62cxhHk9Re?NF|l-nKRLL`VDO_%HwNb3yoJ zZrDNN1;a52l)5xrVg;SspBk~c-0OX=tSa7t9RMM(>eggz!Gf8#Pfq$jZd~h(CP(Jx zG67k6I`ZB7AU-&X?CtD#FXi{X%1@uEb^3LmI)k&a&U@nn>sxQ{I(~;X%AHUW+Rmkq zsPI`#+lk)?htAWq&=YmJgGI$gonyO;fug*yqm0nFky@t2=}HuV*DyheDGlq~bg#QDmBo=mwN%D!SOaAGP|Nt0C6o1Y{AeUkHOX$nV42S zoZbAAvxR3vzH|Rc`3L6Rs_#b!^O}N>9<8pf!Rj4Xh>aQugE63pr`k8rhkbAjs!ErM z)?|P0>LNzQuUxoaG7qKq!J*&E|$R>G=FN-zcul?UJPChuT zZtR9GoY|yrB>wyFlDR@-aZ8c=V2+z9@CnuBZyCJ6?s^fQV#bZZ^9^-sC~#US#s?Iaw2<*ZEz zk9lbkv#J7e{(H`t$|u(TWCU@cvZea#Kc%WHkZufAJ{B|Az^ZhEmDpe&;Y9sd)cEgIU&JAbsbtaMGLq%^lq27$9Dx zW|jS&P|u>7F@m_)H?~>~O4-0Y*6dsa!{!h^l7GoU?|GL1&+i}_g z%If~b4Z}}3M+HV6J^kN85j6++s*t*{?k2s8Bo~T%{dVgIS%F_$pEVRLa&3(lZb=V( zcwSEz$Mz4J_CJ{T09v+U`J37@OdwQwfVV79g`hLzlFGeXK}&!|T051&*Oe?JEBSwj zl0z*3qqnUru9a-hpXT21)C`Hp^*K>c+ciX-3Poz@S@3cm#Cv|$ll}L3W5M%ga+li+ z;>15bab&PzjP7WduJ8#a&oh%%<(e2b?l$@F8Ufg#yaj) zkC?6hqf~5oMM>WDORJEcRvGIbB>As)pHXNNWT|Zy%W3~_h5Q3UQ!Y`lbD&hQBXMc{ zj3MOx2xDhW&C_3YZ={m;ewr1(%xZm!h0a~Y`3H>im;VcKmeQ7`t^T-=H)bEfe|xP8 zcY-v{ohenV1-k2FrPF4i{gPbapSK+V-nJ!Ai&sa?jLklFDOG(5YQwNrRCiO9ZC{J#xl>e4W$({ae9=|;{*H0+=S-WGjSeNaM<9@@5oH5n^xpr)c z*969QSlP6qRJH$PEsslP5j(YxEJWRTZ9bCO{DoqC1s2CYKW+RM{p?tBQ#ICjYPr0& zC{ESBrO$m!13{&1$rWUiGfne<<|9D7(<&TE((>qpOoJv`MxGo0p5alhLAkMBx9IN| zx^k2)&w2m(Sx4}*Rh|3Pk_{vS0}6zV_>JFsz3+Z!PxC8nN=!`r0`LSwEDVo9oeHMX zZiXy8pyJ(iU2w2G5{Zn-eE!~doOL_v6yoY3tP|3!i3^)3Nm4$mu=_K~)3S_bfUa9j zNls!b{QOP7+UDw<9dR z1zu6Xs6!$y8u?D92sKr1v;;GT+3ohWg^^HEQeKX!1J43J_@~$P7JI-wQN5r*J23?# zb8Ts9`ByZxQSwSDmf=?A!kLjqP6`*FXyK2BGKRnS93u>si&G1W%yCDZte`_U#oTwP z$6L)<;gax%29(NdS`gkE@0*73y~V*Wb8Bl$FdRn_>Bh1jr?ML)(;a6C{bz5@869T_6hPWJ3bZoi3@&xy-_63xlMvGPSz@!oi^j%vh!jZi3#9M&r$Lc)9<*jKYI z+(lax z+^}|89X(bEJ9|+!B?!>N=8d6&zN<|r#@hO2HVp0MrI*$nHfP>J0u2rh{%{Pvb{$Kq ztR(r20bG)FQHOW0BYjoVg^F`>hBYxcKL8tiEHGf?UHG0QNKI8UM9$*#MqdQA3XYEP zpxWgl_^!{&R~u2kGaM{-gx?GSgzn_{1bVr}QhEJe_C}b>LFO&=SA&kVuIT)|gaSY2 z^$3Tiw3jbmQq-cr^0WyNUK{g$?jrVJyQrtDFXNJPf^>auri$l08R8jYb?`m_JN&qo z;kE#&%-Qw5DzYNBd)kql1F@(I_Uz9e_7M92%#r+Yi@fbZU9}>{vu1DhSHdxqRtj&X zK!lE6<%)^rPyrK^ReYnTf}Q@4=!5kL=!4d@-vNe4=I@V#iVM#Ncwuuo zZ+JL(WUr&pc0ZJ!GWSBwen;IngV5Hu=0Rdk<<^Re9@hMU?afxF;&VF&*+Q!<2IP<} z#L&BBay+?un6xBg_~XZQa(0Hfb6|<2njsT?Mk{_P2pmW` zHQ+^fR)^F6i!h8|E8$arswFLaZvyWPH=-Dc1TD(kZzcd=!Z((HI=w? z`Yzy>mU{Q*? zqk#r0o*Wg&Tp(?`&+IJ)>~_DP+S?W4mYNKGtb9y;B>hneUoV0Eb_esEl4EnWkoET> zOkis(u%h_z9Gh^yVpiS4f-R}Z?T-i*9~xKSUeY~*NXn5*zx**;3gnyvTr=c{-OQuw zvVB^vqWkBpB-58c`B%+h`N4yQFgxzz+X zO0G_ga&>J@Z>lq%+Se@QNA$tkkee1f8f7e)-Y|Gd0V-si2P!7RvWkIMQ=0xEI51z8 zJ4#8O`X{$sbOz94v8|#3R`*b;JLawEMAq%3#3dhp0oYAJll(Otmyn$mX~KbJ8n&l+^eawnZW26 z!J_K|C2M~Cxbq|jAZ4#{7SI~kL$O(yJbs3*yaOykl-1uo42ZA`Ta6mM71v|Oy4JiS z-YwMKiYQdiR!hiKg>oH(@Kf%U%Y*H1vuX5+v$J)_VtwZy;tTY(WCBH@;2e$4TN_alQvdd%o14rHRWP=$hi* zz4N`P8d33TX7^j|;MYgZ551O~Wz%DigCE8aVmA#SD)>Tk@=NhL7HcP321|kRN ztCd@3f#Nz}^&?^yH_2t7XMG$Zhm#q9JlEM-={qYCpL-G*EkGSb7v9sup$l&di+!xD z=!?q+1C$dyAFn5?*m#VXJVgPkN#I`?T4-67#w+a)Y_dq_PPZ)*mkLyE$4Oq&sc+Cf zGXKjLI7fEUI%pts1rn2zULcu->?bKU*h`%`FUlIa3!&}@i)*b^w%@+(fOic1SQx?= z3Wvfd(SS5)eKR2;w@(|owO|0z`{CfQl9HS}90)b%*(ixcRnA4A>$SVs9PG1!7;3 z?2uN$&rl~rYX`*il6fe+RpLOrw~eV?V-1RtQBfzlg(-YSSVLWG6ogB@Cqy0g^R;(b zRz!E$xwr_y0YZ=6t9!N2?@mDtLs~2<*&i*LLlYMk4N!<58EAc-o zH8=xb(yOz0;4{F&g1y!SyB6M3X_yB^o7Et+$s0m^;AoF?2t}`xcY@2Jed!jNsS*5KRSB|m;BOh5T{dg>Yl_J(`?yZ~I{LbQ>{ zph$P^6NhH1V8-78^+g%keOuMPL#3*TjA1}Bb%f_Cpb$e`kH`R8;YFUQePu-n5x*V9_AjSe#_EJ5tSCPpUdS` z>v=Qi_k~nH_FQaz`}S851?Joti~Vc{u~^D^x-m#JW*!Q6YV#JSVZ+Dw#Ie(P7M5TT z8{UDXGQI6q5FouZMK*)I{x&7&cWmov0?{{zXI$uE8)MY_Oio&;xn*LQt#PtnTWIvd zY$-!*$*w5+KHM`Bd@Oa~>OBmgc+nieV3SJozD#XIJFfhn)O)Y?S?J;g@$JyOD>pqIQn7wr6>dsU+GLBz$Bf zYR_o$IKt@}PJOzUTMnh_rrjk{>ao2#kvncyTdg0Ck9T%Gjwrny=1Y6c zp;z0a)~&~Bo7a+^AReU+{~FAajx4^s_`|mb z6Li6~2rsmyQ@~c%wtw*=-rz@D)x6H*eK14$o-ZB{CQLUoc&vPp!%362Bt8bFpAWPp z8YfCNjOGME6Ea1)6q>bl5ceTcDcp`*((OMW)lPJCXw?deAl+H87CBVBY#l*roH%FTdtXH}Vq)oMXPG z*W7D;-+UZ=x3bNvzKu62jgB$R007s~D8Z4iK7vSvp5Kl&X5~OxHKa$9=&+g|9dr=2 z)-`Whg1>^K%2JXH>A~YT+nwlpkX>=e|0|(+Gq{{x<7(-Zu5R~XO(e74jf}})5=;!8 z^d&eUOk`n1#7*vJ=`|=8O>D^`$h02M5U zZ(>6Dqcg|Mqn0+oA*pN2Wtb8wF|pCtp``65Wgx3e+VRut&4cm==ceU`Y=p?=m<_$! z&jg~2uc(&vxwXzJ&)vB%DT7^9wM;Y3gACF>3W|zKaWLEDu#oF2BdE*~D@obOoLB%p9j+Sl_-heflV<%i|GH9387t|4iOae(G)tpp!=4loqQX#Z2 zGchrowY3bwrojgv&+>12z@?aKQi&QC19RA_QlAT%HbGil&ZiFllvaQ~>L{at_(*`FJnq5@0-M=<1l)(t_#pWEc1 zKku85r(h!ut+&m~`z&{=3Wt3fNIojHDcOt&Qsll@vlQOIcX-Tnjj<>4NJ!+mCOJbi>9v zRYeeo-M})}kEfu{Z#ys(`genSHez#rIe8i;vz=l_)MkUGz8Z+8 z8WS@}O|LB5rjUHV&>sP{ytOC`(}M@=Lhj>|E3q_!$q`@5%K9N_@DW*|yt{NEuSA-t z0=fKJrb6UzkR*n@lls_5x>oCmXtB8f!0eaBgId?(hY}L^RnfKfPLI%OyMl;taB3{r z{|J~0Y}x(YX7TDRt4!nd<;5mro|FDvgYfy?@k(+9yO@@IykWY`FcNYTM8(j`iOZ$9 zo$i}Ai#-W?#|a4Ms}#VhX|$V(wNs+xA`#-}*B#PXeL7w;QK~7EGvLbCUR%kl*|<}} zS=ss}Y)R06(^=^FBK#?AolgSioafjj^hg7jI#_25i+NS)$rEM_Kp&Z8`b7n(`mLzZ z)$#FJqjj{wA%v74iKYYbiewXGQ+dSBvYDI5?~%dLv$g|z_%`T=zB12cx=3TAX;1mt zcsV)c0Lc8Z9RpZ%u$U+X6iA?Yk74wg8~*;!eGmn1Wc>v%BQ>+LUo z2dw%$|;Uwkc*W^$LJU%Q3%be(oO6cm-b)-28Gl+Xa&R6q^v=Fl~^;mYFs z(kC3_8Qk~g_{o<*a;nrQ)%YtjHPR1yfjT)y!Cs%UScJ@wulC_>xU=p)fA&lk^%lx2 zk9_$`2T#!LxiTADU6OCb>r@X>*bi~C{qrX^t&vm*4`JWQ*uS@H@dfkw0*ck&cd@f$ zljqNYDJptsgn(xw=v}F1*3H_(@Ip2W>(8g~S}`#Qpj9@Zf8VsY9?0tN>nrsKn!;=N zXa!;xqrq+vRwwxP1<-HUpFRKMMw#|yMOK2g^@ID$@=E%}^=n@`89FgWX=x%fG~VCb zXh&waXjD>t`oXy28|^{jUh(aK8PH@Z6e#u%DIQSzUD>&dEGOLJ%T;+yTkm?)^9eBg zfSi?gInB{ZOy|f34defL>X8q)vnMXSu1dToBAyS)HAc9Pl=qB66IqHq5{o0t`nhGU z9e<%m8YOL#QwIb-B7qxEk#&~W?-`WK=De$6KCt#G;_8f{QD)tE&N8PbUikjKlAN4G zE@u{StxYOd-uHSZgoXMD?du<^_ZhxBa0I-5?hu?jy{{n_KPabvSv+R`VzOG9>Sa=f zh(oBCm9_=jS-Ue@+&m@SR(aRqyF~N{{kB;u$5AoU%MhSrL%ATS2ajTZn~Kinv;+a; z7Tz(zcOs}rUaBBpYD_ZB+Us;$fD{dM;KN1!ztb$6&qMK)NSVXl5;KTxlPh6+Q6T?L;UT)M>)>(JX!P z($-S)AkPHZzDYXWgT1MAA#1X>rKfhrG1YOk1`DrWGCYDMwwRb>R{Qv7D?`{@^76&v zj!LH=cE|yKCoVBHqX<(1iN=A(>Z)R79LB(*vD$u4q#KdtsZJ%2cB9vm=H}%UnK*(t zG_oGR+%;%Zw~)sK?oWeRV`E}uQj8cOlZy%Qf%GAL<8KpdzoJ-u0?j`Ug;%3Sl!w>s zzh^Q;JwsaLth|ppQQir|>jw<+-d~zB&IquV@gV!^M^NkPMmD)?ef0=Nvd>+I5wEzN z@F`1uQYqGrBVw-$8yeaiH)g2vBuH11CY-OU;!xM-yPYkH0Yn(Ux#*TJN5W0?xv(v|bHVC@Vj29~2-&|8)?y*5LBp{p*u-!3q&~#x!BG zA(fsiE4Q`RkCYvD6w)o=gZ;@jHAt-N60|u3-y;J9L(Fm9lF{j`Z8`QJ_6mrDZ;v+l z9iXvI=+ctOb`$h!SJ%wx8OCsgVTlb_vrur3Ykd%ayqfeavPlrsBR%XMbdbG)$9d5@ zd`ss3*wIsCM(Qu1Utph@|0jpwrWPXFNx>(p z^tqp%nxEY28|xWhW1mjGF{iw1wKw`DvL6=o@UA^~H*K9&?vJAN#cJD4;84OL1>BDZ zM3+>atE`vfx=0wy4ZKKBOb#@SL&DEzfm|iiCpdL-9+$1l`W7tJXe@aHb^BSaROemW z8Ey!4!(mpvXR(Im#4@EDA_x5ENMRkluXY>hsAcFcIlOWu8V~Gu`t~9bk==w3xel5=F&9|GP)CR2Im#ryN|M8R z>Kl%Ylu(mzx;}bWf}Pz1Ofd}&T<5qZ2kMDlcc4T0n|8(Q0b$%J2?e4Znv$KJ_=9%# z&uT|&*h@6b0tHGIZJ*JnX<8&4FdyG7i$e9xz`=x!46XuIj{xvQ*CYiS5(~JL2l508Sd>DxEvoUPdz`=kD%H%eh-qx3Z!G= zEcIDPATCl3&g_qYAIIqP?y7UKnd53^p=m*(~LNGCtg&7V!gm@5KBbl zl-y?)PX>grXwDI~oZ=UW!1MEmcncnV&{reV>Wf!UOmW7D3r zyB8ugt!|SHzuXzh5{hd17Zq6@!!`eXQi{JD?JVo=pIb7&MNwA27pwy7`goq)Xwz6F zQ+s#XSo>Lpf##Whz{`KHrv%r}PS^ju?Mfj*T^r)Y8@?qUS&YSd)G_8Y(ULEJB>8s+ zeM2y$YoNS{xnuUSeKqWJnj#Ukl3)KvuGXUZd8^6#3f@y%mtUT83@x_b{w^OK1PNbL zG`j3UB#LJ-%%U*wi)L`rpOt+4g@k^%w722*p{)NhM0TT?b(Gg^;@>%0>A09{Ka1-> zH?#>9T_Wq6rY7Fp4tqL(OwyQM*Tc*D@n_I~lO6eYvh{VxpwTr#k;>^Y#lGB&WPG;KP!aGcS%p^mzYDxJA-tK zx-b9y6TuR}bHUe0?r~T7D$cBfCjL6nioq;nD73WY)z|+f z%)z((MO4XR(SUN(v3F#-uG_o8j|2t+heI9G{*ECb^1g|Qf zqlsE(I`(`LDvAcSE6mI++U0NPY3^#ie(hU>_$_(S4h3SP_!skZRWrCCJ>xbN{`yQ| zJx$P(vEX|N=c7mQM?(byB*B=*m8HLZ7%YC*x&3k9pH0iocJO=I*tEFeOfT;33c%!^ zo*tcVZz@~xtm&j2`8hdljBEhML1z~^1(L~^i76>bQ+Dsr#p6b0UFkMde|SU0nSlL_7}s#$kvctH9R7~ABQs{}32=_2kvn*k`nZk6T1bM(>CQ9!^= zT@L)%8h^SUb-DU4k_|rF@H}%aWU;O(n!UCM!K#wt*V}jSanL_{*RK*{p)$bhlS5$Z zn@rguD>eX4NZeb8heCTBnI9I3r@pG$dDjyTVBl;ar}%jo78W*8xV~C* z7UsZsKQkPoR;??h$ya#m*F5rh7J%d(F01DEr-LD*;=$FAMw*MS_9>U>ywp)96vnYS z8j*~&sJ1ZTqxAPpM1)~;VPnK5d_;ss{v^lN6ljkSBRxIj^DtuKvWVp&|J~Z!k_yoNJ1M}N9gHE;VUm5~m!KW=Zcva-#ti7Ngr ziUSkFZuqOdgAFiX=YY25vjNf*;U`208&G^fp6qi{pQlM z=@r=lgXv{0+SHmiy1LZu>!>(E&tYTA7w7wDAxq<^0|LyP-cs)+MH#(cs)rahHnvG1 zNe|EpC~iJ5D)-pMuc^2MElp()LE89SfAHB2R@66;)u_A{7G{)SmzgHs-2c3QKFQ`c zVNRwXomM%J5_qLr-S^Vi_0B-5U+wOFnBE$61 z=KB#%TU`tgF%$RW2*0T3E_0SM4dg?Go=o+7L_LeruV2(Diz#p-Qt9gDNB~u)uwd6# zHDZwpR+*y)WV7fC*0xxSN*475*@mMLa;%_CBLCSH`Bf9pA>+tMCU|7w5I$f#jDIY; zl9H4piAYtyGY(|MkL|RzEy9TT%(&X^X0RU2);J9Dwv6`xY4weoxq(}X!u^mL%bQTI zi+6TQIuZ@9_4T!NbZR8U^>h@7@s9MzZGmfmJ*MWo%yr>H)^1q=iZuH5I_lT~kci&C zx~1@YW21#TUa`hzW`}LM#m()J|C7!m?;TAVVH=8_o#|;^qvI}qr%@any{g|-$u@xU z+zmV1nNT_Pp3smT`&cVEf(z%EtqDMYs2zLu<^Yx<|5Wnf(*6-#qqwFH-t*0bd8kC( zdHpF3B+F=0Vr0?c&~L>d)=2YB=j>ZDkFewV6h%1JT5w0xM5E;E^W7P(PQZwfP(ELn z|E1bvG`T$K=#QJsAjCh5N+?u0?uiZLFqg{^a`Lfy4?Y_kiRFklb>n{lK3>A2Y;fG^z!*9oR)shNwbT+xiEx@$>kc`)e2mk#4H5a}_!>xX0P?QX_66bJAi)iWjTRe62$;g=BO8Sgqq!a*rZ!06Icr1j?(RehltwQs-QeZnt5)7A?5gf^l z_~!F1V-%{&B?i>$-Ck8cMG}J*3p$ii?JLjkDc?|SU0VHCpr>@z>!9+@hsnzGrbVp1 zQ6hAmw;r}6lWc2iS4J1BE=_oF>ecnBfBJ+;dfxA9uSVd09cgM#P&m7idd!@iE1$v% zBO~mzTOj!ZYd#xYF_~Tj`L8rw5#5eni{xi383+tzRYw*aC7TkxZ-@?E*Y`Wl zk_O=5HakNN?Ocj5xmo33eg&5fa|VDZdil%I*RS@M_ny-=fE7a?a^(rmA?Jggg+fs* zN=h;u(8K490CZ(~6NSJfvg-p~fG2&`Y@$}^2lm`^mo0{}GCzI{Uw!@4wK(c{JV8A- zn2W2lVIzpuGJ7By=ess;nv9>s>Qdg-K#q+LuaOBxYp^h=h50Ov0I0jCl~dRa+gl|k9@n>l zl@UxN&rfqvD|PmJ*b{X&(x&6B3O~Qez4W@4Kk>q=@SARwtOsEM8By89%c=Kl<^uM! zKY9iRZqcRcH(l-5r#|8m)M61aFKgPBJs?6_@jpxeZFx(2Iore1M!wcbbUN&ebJWUZ zHAto@=Hb2@$rGo3d2`&Mxiw3gLzgDcp@ZmmNR9~q=8#ZD!GizZ#8kyQ;6Mo67cC48 z7qo3sD-#ET0&Pl48<9afE$ou>7K#MIzx%gsUhM;OK2NYW*rSZ!C=A8qR)6|D|so2A=_m<~g( z1{j01`yKMA&o$^LnSyMnVa42Cr1vuFx}A@+2{rFxUZ66WqpaL`l(zbI<)|x2Ss6ru za5l>d?J+hAqgzL%fQl$~r^Wh`657*N89Uo-faH#!e=3<6>X`Gv%cjr_ak%mxVk?vc zl*3^lbnIneVb*(JnV}fO795o-<1cxE`^P7~=aPbV1AE#37jGC4V8WH`jHBn8qhMk) z+1h~gaVz+~m{krp@wb#uTPUGJJV~-!wKf}^>-?7IpF+ErPUps(s;jHt#~z1OIBz_! z6?CRBdK8N3<>E9?Y&tkqe7A^TWqk{3rYUnNWvgBx4@(NDo5})ivR*&+CYz3V@PIAC z5s2%&(cGl-Kly$LPmmzNHm5W8W2$3E1cmp(6i87L*diJ;)dq>UA)e_9w{ciCNnL;4vHXKtcuJ;$3b{qOwh6F4FH;+?t|GR*U4U^xWe zh}gOaFKNvoCL(UbWoP`E${qE}2&iz0mnQ!i`Gy#q+NWVs88W^Z=eXjrTX#flRg_ai26$$l+aP?T8EreZV8$}bs zRBS#N-DXbcf@AhoSVi1%`Ej_I_i2&LsDVoT(}$d#poa!auMvq_7g$`t#wXOtpr*4I zg^|R-!_zbUCLh2ou&bJdD)^A1y(a+D1^rJ-S(wv>2|x2NG}FQRas4az2p18);+@-w zgu{!F1Lt3zv9y1NGdxR)WK`_QckW1jTVog9k=R#!n{%yjU)k^HfD5GtmVivwjEJjf z`rT|l*wF@l*~9k?YLeVp+COQ(qDi6TO44nvVTT{?)naX^s4j5z6_)*=INBBgtq}$U z;7pj+)jsA~ai`Vx&~BsOe0_KYxG(H8zv@@dR#}o16fR2fhVSkQKJuKS`W3c*G})5c zbZ)T+?~2;U%Y_)$yAME99G=x=m2$j}5Zq<5zV@_Dgg;%S6R`tEh1>IKD|omf2~~jA zXp;Z8TPpV>LBUeh49gAl2^4g7r5D7VtJ&Ay3st54yblsWV1uOsz&l(nop15TSO}EC z1sGoUJb;;EN6tlDrio>2j?2k(hWl7Ab#}zgQFg7n95%~_XFny0toANT5@(SfUKvh# zi{VD8B8rQzx*zjN?EG@M<-e-_i9f(C`Oj3jC==|2FZ(?%g(@b|A(&S;oIXA~LXhq8 z6?r3R`w*Y0403(!u2GBD*+%$Xqv-dsca6T^P`_!8M@#1R$DwuE9AUolVzj~dF;M#x zkFR|?aHZOCx52jU)V!fHkebHAQ{efv-ule?g^Jij55U7(secj@ZfI#}ysv2jW?ST# zua%YE@Y-5x*2nhCJ}L0Gm%zA%r737%rsUhVnI1)+eq%LOI zFT8y5M_uH@j|=C!OL%Di)$)iBtLom5moMG^G&c#eiut3&Ub^hhdo3c^)y%&)m`6o1OsuCv~y{r6-twtkFzk6ygQv0tp?>-4?S?G5!52;>wDOw^SG+KSVxP?)k+t z6MLUah?=mkt+k!r(i1_z{qC&f)hg1_P6_I`Nos-{#}g9=Rbsa5)Bak*S*rVX^o~rJ zqw2*Sav_^wTTr`}Lu~`DYvO5f&DdS?s+myeNVBPFl*nOYPj+;VGpkz5FDVw@F&3S}oppyA@crhJ8Qc~8EEM3sh$jiXQ3rS<8hJUrTGq?gQLq@D8ypymP25IKCAQ7KW5^=c1bgmfWRS+C_ z@=gj#`<&G|pOvuszc6LCHFD?FAVzJw?~vE9t?_M~jjkgIW0kHnP9C_M6p6*Hn6p3X z=ifEvu=W0pCzI)iE35#rpAy^G+&t4Ct#UwPkLs+i<`F4s?eB!GmI420dF;7|)?pod zAs-J$kQq}eW`gZOVDixJ9OvAiE2dR&*VUJm?Pot>i=3FB;E;(Il)pN_VZNa!>vb~; zKE4#_K9MjqVXL#QIB~McH+_gl6vegy3SA- zWzEEgx~0j5YMEGbb`HI7%G5F}=jIEvhJnQfzwc8c?Kf&}-S$5W>CGbzS2Cl>RToE& z21Es=8PxTxXFkTtw4$r5$1EI>k@gIqJ&nRt?^N4PpG?#ucHN%&U7ZWRooSRztL8gP zA(Ick{mD~-6%|ceYvczU>;6X8=;#d5X-;gF85@U1{(@2R?0lD3R!fSJlo^LpL}X1bo&1|dkd&GzNcY0xYI%d#fw9NySG??;1C?z;*j7j1&S0X z!5xB2aCa#!Qrsa>oZ?oXEtHn(m;V0pJm)*-JLh}fEStT#J9qZZ>|SPeX6~Kj&)Mwb zJPQ6umiw{jkl?Q;)7~LBtNL2EkG^0QUGeMgA4wGu9=MF$;bK_ne;_VA!9(I|{pNPa zXQ9xa+~arX_t!Af(PZb%R|e}c<*n$SKc3J1S+19T`i-0Vk-C~D*YPhN;bQugt*pU;QF_92kJTic(j>Kvo_s0Qnis>%ai2k^de#Tiaq&^_z7=kpm_*t>t4Km`I_YRM@`I^ zTH$l{@(86X&1d(&4G(88vX!GFv@dAiG+g-KthzQm#_BTMMf_bJKWnks4i}SC-mvQ1 z{wBjsR|Twh?4i`!pJKE;2OgN?quu)9_+gA?!`YR zCp5oeZHw2(A|l_#Gv1K=8R%$qkj#0Bu4JAWpRTX(vx$1XcbNF$Ln}69F_d-I6t<@# zH97l;D8^(StyOU~r8Bzy6PIMD)5JqiPi*yFjBS17f7~_O-?&vL$#lfF2M0x-2(HI8 z|L4T2uH=Rkjk9@=W0%L64Mg`pP9K8Tkl+VB+l;fPovN_(i+?+z20N2P)Zq`QHB)J& zBz(jx{_BT{^+>u=8n}4vJG&P2U!Tp7*9p$;>B=)@xd7k9#wD$XPOzZ=czNnS2{edL z;s;QPpTPd(wE2Ub#4=7XC=3An`2(Mak`1(Qsa#I7S(`sOv3CrArF=F|le_PW6lrGOWnlM6>nbw_q`d!XIRc(Jed!!v~}Zv3O&d55KY&otbecf z=M}Q7s;i^v5%u_AJkQVUK5o=*>znHS01^JZR#CPZX2<;(cVFGi-}7P&4ru^sq%xkcvr5unM#OQu5vHsov0{*K) zN|aR$yZ=vxv@{k%`hQo*U@K()jZe+P{Vy^#5!Qc!sEM+Qi2MVrCdn!(_OFr@tJHts z^}RjpU=F^PLi(y|LPidOzW=(c^1lu$|2jY)vtqld<6sZBQT7P5#3B)9m5~%?l@J$x z%qpaUy(E?aKG z%2>=sHnu)k5SXvGpPlc&*y+P6BlYm%|7QMQ-2Y*|8r;>_!COep70X;z2RjdY2O(_- zcPC$GRuL&Fk-zQ!bMpf8r_J0v)+O)$cJKcau??o6nKn(uHN=^*oW~{T8SWP@hwN}C zrL#55sh`h1f78psHQC`hTM%&(Wsg+fQusQ!S3oob`Qj<{x_afLSM0|04NuN{W#Z}# z&$=;!R<)+#^6ekL?n|D1C2VZu&wKdwS(;AXFnhN0dgfBVo9kz9Zk~O>?P?i#=I<>U z7;tl#AJ<}EdBizh9SJh`blMs943rBIa)>rhp#s%YNa+C%rWXUT#{A|hnX@#m>=s;Y zc$;EO9-<&Ad>d`w^ZtpsWRD7gfv7gTa42J3ptCTsQ2z`>uT0wV!n*NC-!uJ>j?*{(t*W5K7|v*pyE;(s9m8_Z^z4YVQt;>s(IPEBQGP0&sOi~NG&a0} zPUAl8Qv-7>g!Vg4AZ0jqNQpWT-8)=8ff*AG`7>k z3?X0;4UeSO;LEe%%7v|Kw%CH^rIlI|%1QOjzt8)(giq6@}_TojNQg<)F9~}&0Gp&Die153UL~a6ljxUU-(yASM*IR9vj$zGNKUMx?9($Y)E3TF4C>SY$cd!NYh}Lzr-L&cZWHR4Uqkw-iSav zjWPtM5uu9|{D{ims8DpR535*uw)7)H`B`tUW`G}ql2{B&S42osv7hC9B?dO{HiQ!9 zWKLOFYNRj;c0hz@eq!=QE=R(rqCc+X%DDFaI*_f9B-7@-H85P9yEzQz>ZGysSr<9= zJWvrTW;T`G;+y*u`wTnbu7*9k0on=<_$W!ZEhxl0jfgwR2IcwW;Lxkt4JK|UPfN8W zdYEEWnPNoS zqdK5u`N9s4p1Wylm5w-r9&-~fb$i*`br^o|m4qXwe$hkg(Js%rG48l10WCjp*b1NX2}`pcLuKC$#*f`W@N*X@xe6F z%^oEsZcZ%;-_J=RqqJI?gGLw{K3^}hKVJ9kKOiX@!RxU0kdAmm9N=}ICOm^o} zs?Ir3etoQ=U+cuuI!Smfn=B6Ju}$6e7D&XUCAC?lv|(0RDRQk?)b8G6;LGp&gDMI* zddL_q{*$pgF#@suo}#6>X1OKTtl~Y5>F*Tq+FFxL@>X5JeSw@*#`nKr71REk)ca7W zaz5UTsG~`yovgyF44k@4X|F#3mG63h{|}|*uQKr;x%rPo{UN=iryX*j^0oPAlP#YM29-POYz=4oT+@IUfeNEz_ikrw*5 zJXTdP`nNQOVpRffPmjOynH4M5|0|v)C4?m<|F?Ypv-0OX;I5_`R1JWGg9F&WZh${K zfFwvD+z|lK(E)$~001$70EZfYhb`e?HvkR;fZ(4p0HBG(_}{W24)4EVZ~=f=H~|0O zFc#S3-wzh^-`4*=;uYik55{8L|3KrW6yyD;j0gSO4BMY|fC_*ZyW}|`0WlE~5eW$~ zDLIgWoQ#Z|9=ob0keT5D3o`=~6Dy}64=X!A2NM&o6o_9~L|k0_0gsG=w5YtGn7HU) zBsf?vDmfWB){Q_X%ErVd`hWcS(+{8`#)IOf;Nh?XaH(+csBr$g1w6pgMS$hrUk3jB zgM*8QPe4dSOhQVA1!%tuz{SDC!^OuVAi&461t%1H9)M3pK+PtiM0n4@hKSt@C>oJk zLd>DuJV0YO|B+M7);p4fl=eOyJp&gv4=)HTE+Hu;EhDR<3Q<$nfNH{wj7?0<%q{Hf z9UPsU;RqjJKmUNhpx~$%(J`?v8HrN zpZ=2e4`u)V2#fr`qU^tf{SRGh0CGGW?9IcY0z3ko*C)J`yt25vyl83y=H=dUL?&v|dAEq%oxm)BF?d1wx(<)T zOED#4toA7gn`YaP7q=rD(zrcyrN9!nR ztE#Qs6CzTsFNPAN71ZJ#@iFTZ>d^(8yGxHC@+5Vj8oZZKl=cE$TZUu0c({r|yFA8C zn|P~K0ijlv2oPV?0f{dv62se0;l=o~z!Io5a6hrA{b}SnvolV|@?KZ%30*>@9L!j; zT5JSl;P`EUXkdAdp*d&BZbG6i5}^g98);G&e%-!gOs>`d199F zxuW2OcN)BFgAe9_2E&;sWOKDp`0@<;@LY6F)17JFiUni} zvz89J(wc>Ww_-6`gc8^mnUzC^ttwWD7LY7Zq(oOFwe4sVpv%$4L|L|0B+zZOB$nc&UK$WSK^Mu>SNWst{D9z|&wzbmQ6ccp~4WC6ot)G{cq&w_Fu z62Rs!Nfwn)X`c+!k zy4MGQO0=M6yINhnOs7^a^)~2b%13;t3DsCJLAAj#_}w&G5(Jdf^c9B*b9iy(<)z_x ze{Zj=Gp=M+vPEi*m^LAUie~Uao$F>5PR^`mmNXd)BJjL_e<{3}RHZ3ZwMGn?G6wY0 zcESl>G8Y6=w&gKEqQv|wRUUFNCOXD#CgT=dIdNh(YMBkSa9( zStge083e2=TWGjNOlt>%Rv^~2;jb{$?q1p=O^4ys;Tjbe?Ad{(yAQe!BYzs%jKFn4 z8~pOpqY`9OxdSEH2fNid@sD88=5n+235RoCBq!fM&AGec8BF~i{(F=u&IqmyOusXy zqJqV`oP50-*dIP~HUNw{(6eY7h7Qm$sxVS!L@BdzI`m++dF+h0=AM&Op-42k9ZCp(9z{MCl1Hg@ldy#yS9}iQu2>^b9V+CdBPU&K zeua8?PeM)lYP?>Hi!m}nha`_y3@R3K*iNppT)l278a`NeP-|~L8swt)LpIpR&P#%K zT8{dGql(sz_%-moE+~M(ANNsn$+=QZxcvj(OYhr~aDDil{l0?A$Z0R|eMI zFMW?-!$PU-Nf3A3avy`PrMoJz{*^sriqOY3lUPK9b>cr z_iv>H95zUzy2pS;_P#&L7xCEj?x=8MTFT?)#Y7rtjBP zZuSB&lYFJ~p3N1UPj(YZ+%r*vdcg+XV#dCF3|v%+Y!T0l*?hat^rTdn7zCpob?3YW zsuHw8rB_L9mu(4t#r$IhBuvQJ?u7IACY6Qd{x$C?W5l4Psk0(%RnwgNL9s0DbP@#j z91~ZnS}zSI_I*p5G+K{vw#x5wcvwubt)T)Uknvfih+oy}!HJE)fVvWL_M(p;Mh#0yrACNx2!PCL*j^joD3$$t8H`R9HKK}MQ; zqP5=6P50FL!t1pd9n~oz_M<)wO)~Y*9xFW{2Gx?}@deku7}jm6rmx$<2@$4|EyF?1 zi%G_pESHm4RKGyzOtqWR#P7s7-y)C`K88UtIkdlFnnt#@9O;G^UyD_}_kF8vZ?jQw z@FsjbVj-M!RY&Bopce^801_e@kr^ytv3$o&Xfa6utVP6l_2x@8O-maNHxZgpf&(qi z;C~88ET+L*yEnJgH<&O-aEG&i29MlZ|(%a*^>3W<<9b zxSnR6>x!?0)Y`A(ANuIxFJMNgZB&kV`f~R9^H;-`&;ejwN(F!4;F(FgFy8;7=X)my#5@RgJJpJiYa4VrdsJgKs!q zfbYvMT$HhXsd8YG|6(w$`py6o07@M;(x42p(_bxxWamFrq#;^eQ(36gkNZ+>sD~&R z!FrwDat0!{@@#1f^c zd5K9;fx~j7gH+>V!Geq@ESnr}l-k zQDhEi4=qfam4;LXE*L3{26!=uuQ1DU{|tBRzkC9&f_#6doV)W~*Y011Q~q*oCu(Riyhfn94#Mfg@@zX&6ol zPaVCR52Ige1%m=KbP-&98JW?WiioIC#$RWW#&MkTMgS4%@-(;7+V~2AXd3c)_Rk|k z{BR4iIZs6P<^BhVHYz0fYpX^{a?lKc)Hx+K<5jXIUOFtE7vo#$$cGIP%bK=`+h8JX z=GSZ++lR<6YCv*Q^Xe^CRp}+Pt-L-jcm#Z@Rc+bGX7y}0E_b?A+wdMid2jHR?lzTI zF`=RxB!A7DP|t7Io5$-ZeT`;l-sE6L?b=1-8&5udsO-a5Zy(8dOaP5oL%r;dt7AQ0AR`MnUQPmWvw(T}4v6=_&)jBK)Jtg363EZr@3r7UoX&TzL&z?s_{|JJCBBP!K-e^ zQ|Po~E3J%zo(16eix2}MdrDdRlX@Y*u4twurn|cK((*^j=F5!aGxKYGv8Kh>oZr$W zgt*%2Id!K_>0@_Y{1x+mjg=dd6fC-EV&Yqu2HCx;tM%y4rKOqeqPATPOm#%dCr>?)z7U)_x}X>OA*K zr7F;WAL;_au1NBk_DADyqAhf7q{6!RdlxaaWjDV*1;KO6sG$=1l52@#3P%HBtQU>A z8mEHYMvsOXQ<`&!8KGoQuK{`)SP6s3Mvy_cB=UL3#Q~?_u5LpwRF1I1N%$#ttXkNz zfFP{sVp7S0uY4j6N$Z9hWu$r%vCJ=~Uft7U2)W%y4GNT%LdB|MZkhaOtgX0Zkq5gS z-6{hTL2O;4FpFw>aaXA5UR60XC8@nIYhfIN85~rUMFr5r<3ctuu=qO`75oQ8)s?@} zp28r*wlkmFuJkVfUn=6wWgT;t_0AxJZ>L4~E{%QsUk1Y3H+ z?;~o>+?$GFOE|$Exl#J&#ZCNCsAh@`t?|0+9&p=EnAflXX{$u!+rkWq1s*Rm@5fV{ zI8}`2qAWP2I};v~#jo4x`(}ejv|J*+jh5OvikLx~loVV*oHxZ! zM%_FG+&z~Am~glIF^KO^Z;XErlBxczRv@nXr9iu{P|M_gaHpi2NS z+DT@2u97EGCc@}2MT!`^E>nTZnUHSvuX=B~&QJN?Wk&Hj$QX(eH!{tkq%T>P4;AJn zBqw6OWxqS62-b~sXrn+|J-i7gjM2M2p*ns}nNc3TMZ=C^FSiKivB)suGpyIAuGaud zR1;v|9op6`@C9JKj(icO%IOAeim0pw1~pfc%dc_OC89y=a>g6@%%In<8UbD?tGxrE z0b6^0ACpI|l+qHYo?VrG3GpXfIxFH!8u6LwP&j934U-*mxuXyHDXi_Jt#8lUxE{&} zH@uypiFQ|LA@_U)9$2(>uGmoHbF@rfD`jNR$QxH$D__f#HKy{_170dLo0c$S-*c{x zBKNNwkXw9li4-J^aG2&kxT*UCkW_Yd3Ni2$qP2i$dM#HG`fTOJ^3>nQz05Cc8)84I zH*#KAfRm=k&U^Bpc7T4su?GFGH7$xyzg63GkZo0bPa59y?n~tDrmK=KmYcKFmtC?_ zjX8!fe1aER?4nrluhE`!0qe17wpTJIIzNPGHB%H{c|lgL?^?B9)37F%GcD91D$!<7 zdxrtuPgvU?noEqxu)S2M#YiyPhzq1X!7kjk|5%u%J%7I3+^CP_N)k*BpC4~;H5XGw zjM_7MBg{S+SfVO=lI94VWwT|b1xPWgT4sP_umh56#q`my+NA64^YAPlAcmx0NBIq*nS%ODe#v6^)b^j^}`I`nx_wbxqclQqMqOCij|=>u7(pemrL zYwfU;0U2GOeAzrzrL2O}K!{Mh!zBK-CEAz4>pd>B*i_iTj z!N1UzY27r^;7>o>uG5`|5ow}sY0;c8VWnylgO0pI@})GXB2Ar6rtd0Pon;Q{?m9 zpM1k{*Fb8s{j{L{!s~GR_xd7~UM8&VqH3QX^putvZ){4_%&8#mK~g_W;_A`dD@bG` z%m3cLz#)9De^+UsAziV>a`IUwN7sq@_oaA?nfgvZ0u!Z}a#eS?+R5uDc7jOWdh*x? zy7&1kBdGqUvGVFM(cw2;(vKFxSxYk_DeqWl0@`hVKgM{h2-9HX&&v@V!EHQWU6r+o zytc0%Omy>7ax(4p`O}v82{1fUmeL?JEi4!&cP@Hs67N>MeoFiNRM7KysM!4vpuoRJ ze(>|cn(?ki5cdDZmfld~j+J`^&&^D%SLuxMhRT()p1wNbL|z1xv}5PhHrCC0V}mu+ z_|sJi$azfaoEXlRh0%>>LKx`+jIbGfRg zbVa@&+HP8jk6IYy{l&(+{$NZg!klwM_nW?pyMjce+YFx?vn+2<1k^BNWfO8QKNgD8 zwUqD@SEkf;DJG5Y2X^1om&Iy~FFUx9nRIfXPR<4IJ5!jAFQPT;)Kx4;kQ(Dl0Ro!H zr~{x{?h}X};W!6AW+lN?RMy?dEL;I}ppG`5pv+_xJX8R zRH^ckxUhI>4c@eixkia%wFCQ|5AS@oV&?3_yj{F`u(NCL^Aag(4*29ey)%7^FeuhJ zb*Zq-xT%cKxUQUto|>`yLFfU~l?8U4x>Wu!WEo7;%2?OSBodQZcOw$GVp!`~WRIuE zMP(~Wm_s8jl{Iu)21|LAbomKP#c;Mt;aa}6b7_kjBF0;xm4F3)_fhVm8^2R$T=C46 zkKidstB+nf1RTepkl%qo;!|<7(A^Eh`Usw1T|Ku6pT#s|^E9GE%=&&(TS6BzTv8g% zyKhX*ezaUL6TGM_jb6jxz+in^Wb_Rcq0MijSH1(pp0WkTTXub-?DebOXciJXQ2%P$ z^dLHv=u_5j%LjPV4Ac~FGL^OY=LzvydD-=DNgc~s!TLYK0Bc8BV0 z4DVs)u@}W;)LasuY-07s0!o)w-r{icoX5GGDeB#FNu%l~-SG4h6c+_l3PO~Xt zM8^=KmxNMI>iLu@iHj_v#|EhqJ0i_Is`A();=;nxTzox6Q<(MM3MMP*_ez{CEdSzh zKT_R_As({Hq~!s+-IWWvkTXfR*?)tZeh*?)YoI*4R?*SSxsO~-!hh+bx!a6Sn?uiD zx1$fUFEEWTW_e$jVcvXiT)@-f69kv-a~?As-~Ma$ z3|#WZA{AA9Qrk8^X-;x5oa{_-?53X1KvzyZ_-QsU+=X`(w{){@k4EyKqO~GeA7AkI zHd>3`_7$mG;HfiO+qZ-~*){h>t3yw-Xy&P={7xZ(h*bi|!V53Gt0a*8g7e+kJPD>3 z*!No=38tzk>EgTn1K*}4c305V%_BRv)fYxN#Ip!OAJerKB{sv2cU*M{+=C_xvri1- z0bH$H-OC=q6WR;BBws7;U20h5SQNK`>|pD{79V?i4h*@qH1a)OI7m6oIv-y%kdF{{fFElp;JcwRV!XEivmD z&yonHj-PWx5h}3Rdh3{zzEnUcOl=ZqRLM5ivc2Yg0vfMN4-EcD12mq57Dk_>6Si(R?4|G%6R9K6LX*NKaY>s~>I@+<6+OVK}F@dO4Kv2O#@(JIC=ZG_#YkX$|2o43iub) zCi0J5LS2Hy;~O7Mh|rj;<0D7Vs=ly_4>lvjR1Y9B4e6S%G*)74qAtx_PozXNQaSAp zh^3i9%UkqsY<*I{EgO2dm>@E;#?S#gHvumn&Og}P?h73azP4m6M{RPdZ8V5dc=lw+ zG}yFXMTxce!QQbfmF&okRVTHYQ9`oC1oc6HS}QWGd9Ov)PG)qn5R{2IV}K@^)0-afq{x{Ho*Ilj zY(G{;Xk48t4X1a0kCr|T#_$xO&1`6=x8=1G%xt`ux@y={d1dLQ z3o_f4(SSvLefks2$tyqGI^x|P9oZiTPbFd&KfjhuRx6)~SC}>ksH?(854nUfx2PpO zL+ViqbN$0tsG?8J$tdE5;)stc(XWE1> z67qONX%*lQHPCKVnvyQo#4k)+zq*kZgfmNDlTjKjJ0?MQkYK+s4yHa?sl2aj3dvi z3i@_pGi%{B-KP}R<%t`*;gh4l<;+@c3dP>{QKoOVmY`|#Z2sl^-^xYrjR8IE)*=Y$ zt3G2@Y^7kzD@B}_-xnhRvWt@AS_fn5Fh#m_+${qo zi6~MX6=u@B?NU~#v12sWYO`T{fKX8{3M|!GwA<>=lIYyM&wU(qX2$PA?~ZuEUB;c6 zsHOu|)X{N$9tduhU)*ukxYMTvVivc2VI8$ruR4pIL7tnig3tRf_I}m$e&&f9ct#-b zy#X2(|Qu3~`OKjKAeLCYVB6szuPWJg%^xUHCwLY#(et0x({ zYEt(+EXuik!#PH~NX=TLaZ6kN0QAXNmf-XRh=f)8?Vd;`Oob64YLV2IL-^iubO-QC z3b-wPQ%uUxkV~=Dt*)xw(+lf-!V{UqbF6L&YnFB#Enj*=^v0jvq)z0QRF1|+-2n=fhbDQm2) z>^ZP3pcHi6E^A)AA@^+AUY1jMgPsk?d%gMCg(}28Y2Ab`%WjdB!g(E=sP;kH$cLj6 z=l+U4uC8=FJG9a5L)RlFR3kqgk%yj&!RnTkt`{f817hspt00mK+}? zj%3ecR|UTj!S}tM4EWriObGKE_%^a3Q26^tjb`l{jd&a*x`$xCFRFNR{vu5_QPy=?R|seK&HM$ovVf@pPs?WdSU|2uSU} z2(yXi>AL>Ow_GO2WitAt{mL;a%(b1@Ql1F^fyz@Ac((18Zj6J>9?@C}3bIKnh>d%_ zJ~t3}-1Ss+lao1y!thdu9%`P3eXZuKHp%6T{Ob$>g}1e3v;qEpy#*TXCg`)GOS5ul zeSc^iBp13s#g8MeX^JW?5`~v4kA4=o5Tosaq`cVM%(OHIveev5 z*){`wSY5sX-0_+g)x!E8b;TBHL(7oxu7@$M|@FaRuk~bBIOY?B3*ao zM89t`qQ5veedZ{@B8%kVllEkRspuY~Pr5t7hI$5hP@X>d@k?_)->rzf9RbeGOjrl8D+^b(Kg|8_6FjwbQV9hwOB6;+*Z5FyR+3lURb6O3zy& zv&2=!b4e-NzO_}GE_WE7%HPzI`A{)eHC@=%XG|_iIItF|2QS=HFD$JvFXd<_Wj_>M za$tslwv#ez7}(_uUh1Lc$a0SM{mrE$;9!nKNu4D(AhmFV{HEr_L)<+=X@(V$JBuR1+oc z0c3FTuqs}vF6niD*wVC00F$@HIAiHpT{+NU?2&{X zzsdNt_$!Tdo5a8;&y_40{F*vj0?0bO1|yEaKR?E1G&A)wILuH>Kz{UvHwx->R-X-U zwu$j1bRsIb3z1TxS@fYwOiQbWs?5QDhn4NVD3P|P^Q{sF`cKM3FZpR7g%LO_;dc>q zL>2ASM#@uyRTKP~7TbrE*kY5^_e@knd@EI7EhXmCvB%$CEfSZ*V8_1aBsgTa> z9P;3Bl17y@p^SHYHI^h2@zP^s?CPWL_a7`b$ckF@H197TwEcqaxyx4nL_BTg|B)n; ztYlFrxcG3|=LlTbCGUT3e4R^eOptdtLVSrjKYSIGIy4UVZsm3Xv3e)uj$vi6Mx^XJ zyPA_uDIZILHoHk2QSgz0q*DkKVc(!hJkGW94&|-=%t7jL;%1g0EAKX67
      1. J2v=2o62Lc?YCEa;*4%dZOpoh8%E=z3;4nJ z5g*%9{rzp!DEx$XywNaPjC!3#XLKW@VaG<}#%OoM*niW56I4N@{RjWrw{s+7Ob+F! zqvB_E2@t;t>cbx`KSu6F{D}}b;u%~kJe7xDHn^M~z5ZX2?WkB*22E~2$fLlzl!g$F zYl52MWxtL&1uRuLokTtZdXPc<_*TMSwSZg5GZSe8&qZ82#cKrU!&!7rB7;=|oglSf zKTqJ>ODUdT(iI?xwv~GcS18J~ue7%kNIR4gl9nswvamgv_31=^%q&t`zxVi-ltQI7 znzYd1L25}eRr-IdRUm@Ibel#R6ybM9p4PyloTk&{;gaYmm{?p0_xr)cQ!mVHa zj)fWG1ezf_iEm-wOf%F?COgQEl8Kz?xbWc*F}pg1a>5Sarv|^`a>9-msW=fLGy+%G z?;wCC4VNvQCV{>%7u#GK? zHnxHGU;b!@wsEigT}gk4{H)ES5A)e=0@QolnI?vj1LGJraB+q#ukAv@qpLP`EBS5R zPw@F{fH3XL^LXhPIUR$hV|M{ou+DD=%*xG!Yn#FF!>(x>^CI~ka##$c?9BLB1XppIOz|07X?}E_R&o72(A!;H5ps`NTztS?y&$IhRth`*B+_%ZXeAV($nLW z$hO<6{)X=oF0S%j)_&5MPjBBk<;o5xI!4>f$f>D`{vYCcp16RyuIIT9KLl5BHD}l9 zLj#-Ed}@P1^aybqkfshGv-hRt;0@?vlLxCP{SWl{QJX z5WDp^Nq%u5F*;m|G|8XE>Nd%fwTbC8)bswWwSYHCmgA#$jtp+^ago2d?c4WM457~O z@}Ow7CBG3vyHBy+>#-l=gQ#PTi2MO7jMbH=dRe2(SUxq`WRaYn(nvA>m}0pJ&*28ls8q{pqrzm zRY<*jR-`O>DOn8b#l0CTqv(I8*jPwMGb28FqbAjd=NV3LmIq8%H{XS!&hpfL8Vp3#N?v z1|?G}6n1aK>dbZZg;!g{=x|@rs|`lH8VOC(H`;tgrBbP|WNJMhJiFE&-qSrA*V77> zN~r@puIUds>J>zjDrw;T#_age_|*8P$DbLOHo>z0hXBWp1#K9%@0wS^wPToe^5-Q# zkIjxz*+FatXm;3Q0hZDI0{I`f35yC`NKHvCfYip&cte_JG?XUuiyqb6#?8iE#ziB| zL$Lo0aMH(YZ}A494!$lxug?SEbrbY@Q?y-*_GEs+8dYzzgwbFO7-=0Xz_0%dW3P`% zZEuODq7J+cds{vV_B!=SVd3t{+_p_Qn@R%M>ZzgYdfP_x?s#eQ*6C6_Idgm_!t^Dr za+=2V5TWjBwyl)3CQ36~XG?KXw~0kkVs~01elv3N-2t~L+#QW|Cj6n);B^CCyQ}RQ zlhvTn+YEqTX>;1l;hZPll?a5|2DT79H>HQ9hlwu|f8bHIddZ&?`-mNg=EKAy`Nr8u z(tP|r2-f=aPW_?beZywG-aNcdGI19%ah&mU$I87s4wT2=p4mLJYi4nV&dg+HwiRBE z9T?m8R(aw+J?CT|f~ZHy&sxpf{|vC;TExk=S1+3Ql~xm9;&1pRz+ds;8lA_PV}6e1 zFElfbI5T6I3CtkQ;Al;7VhW&nH(*COSsL>Md@ZD-@A9(M zw|i4eCUY>cjfbaKY(Z=!0RU;|chn)t-w=JoL)d;M31c`d*o3rTE7F3kNDGrtTCl5W zocyzE(_EPGYB@X8(MTC_m%wlqgq?twF5<2EXlRZ_$J$GFEyvm!c}H^!DCII-8d`zf zyC%i64%etd3PT{7v6uIjyr1HE_Fu%1>(`L+M%3=9*drc`LaLOmOt9JdkgUJ&Ph)!Pvk@BOFK8Ymswbl6=IXz9Mc2YOBFNGUh^}9XdJ9qJqL4kiB+VWDvwwp(Xwazysy8viXfbNF+V$8$k|J{c@`tVMjeHlf zH=ie7!JNAB=m>CX;jTC&-!>lGXmA0`VzIkp(;K^DHe0M~!LfP!SLv4r#Bvdv_hBy-Hnf79MO?aoS(7h_YF1 z5zq1#QA&vxQ8tV;{{X*^e8xXGg$?0>`~ls8`S}An+C2$XSQ|TFo%2l8Jqz=WeeVQQ z8)Q0|R4UM$>!o_92samHBwzxpf~zPPfFXXa2g`|N2n!GH*}E4HS#v)Jfg$Kp0vOpSQ$xPl9?zOzkY(=aM@ zW}PaX%Q10%i{4!3gZOw7a31Jy*H;YvL!G2L4pCVgqOv%2+==7Ggt!4O;*x(n$H%vR z!ISd~o*a684@boC3%GKAF+}zYai1UWHZ!NIakbQ0ja(q54X}sihN|^2jbB+%3Mc3y zcwwOd@vsU>yN>X%DmB;L$js4C$xU9X-D{LhJdT$J#dMoJ%j5=+Z<1U5kZe=dR}638 zIyrFjLpM^PdLHfnP3;_s&TXZRHL{wxV-bBEQL&xW3aH^9zE`rt0=pmg>xueFAODMw zvp%0Q0IoUzLm4J7^uON)CfmXPQYEbQ}s%wp&FX$hU zn#U`PDgHn1jl**XItHcO&k;e=AjKC_qYKr?;Bf&{NZkbEEU&jSZCdFO5fFV8eVn9d zYWWhziu5I%I?3`Y5-If6w0py5rDRz`|Cv&mgKoReD5w8QqEu<*@BeqehLk9DDtep7 zq@eC{KcW6ONiz?XBrKw_?A`tKg^PncetuI_ziF=iH5&U314V)J4xeovrfdZAe!^^1HOwp78nG zoErK&6!i?PbtQfNIC{7IM`YWOf9eS#$MbcH`rnk&gmlhtQcypp$k!;PIp}hDfzxt} zzQJeeb4uk0M;ct$TjWYLV!B+5n66YJrbBTY^gMQm?C zjDSD`mMsG|tv^FLkS?49bVUbg7p#{}{K!TsK~vfwcL(PT5M*zd>{gTN0HjBN&uVo? zE?I?^QB`9-1;Te2%htP#f#UGG1HGb~4_^TtDgs~AErCOuU_(a~=D6P%wyGsR`LRT8 z4SBp#BdH`E%kL^kb3EV;TU3%uKa{A9ez!MjqLj;jY}c7JQW`Ke_bq=J;C-bUvyMDZ zenV&0N@$r%zI>XTl0iRUwMDop%FBL7JyTj~QBL z$2#lqx@LYGnng|(?vQolT>&E{JE1ht%YUaZM0~!GMJXjo`aPL36!1ihvgPLtMybZ4 zBa0G~ir!&$=%lnlul*oHy=GQRVNL`~v7I2OAJgZF6pwBGJYhgjYJ=W!G2HJni;n43 zjw&f-)OdlUzU5@}ah#SJuY-)vUz&$b;O;X~Cmiw|i;j`T`83SN7^nt?y5lG_(_Md$n4$GiQBadu>j)?bK42hu);)}-s- zyJ2*`=(>L<(H}GA+uMgC)W2#pYHco>w6zblWj3X4VRxHHYqA={9<#;g@ODpRKcle) zZ1H#`j%dXqT75-kCSpVnu>;de<D#RQX3yj4ad}SIf}45wI;2~5q$h}Q%A-lGPTjD(wTH> zi%BI3+IQ{Vb%QsoG{T-v20hiCG9$8MT|9R18Ktx9MRE>>GHLRmlELUd8)C+ma^#WmeNH&_ZHMw!#s;EYuhh;yax|qfIZ%?jG29L(vr& z-Z|7UlaT8%M`aHtDv1b+E;YVL;0XerO<^^9X)|lr{ZG=N6RP>dO)&iG~5|6 zQxd}EjBjYOsr4GO%j48(l+rJrDlbj8CCUrk#`3s5(dh%59-)3fz991u-Nbcx9ol3f zbhZoRT*=rL3n?DY-4c4j_C(uZ&k@~Wyney)8%N&BU*tC&SaOQT+1xE{p(ofj8~Wyt z#0wG4DfRl=sIApLs_w>K0`dh)BBNy~J4AcOG&-&NcA3s?u_9(qs*!z~w0Df3l&ZMHW8h4ww*WvLxmWL4QCBT33e>uD!M|aOmmrJ2kXe|Uyw2|*p`;g8K5H;ck z;#Yh|XPO)(5`>AIK~vf$a`t>j3VlW08!nKuXXL~L7&AAqg}knmh)PZt4=1KimaLnt zl$Ci@pOMqu$gR<60;Na0mjc_!ZI6}$WB>qj6>27M8!?oc=azUGLBToq+B{bjAYWho zIUsxTP@ivN#PCu_QF4++7qCvBWC^PQT|%Q_9%b=W-oRJsE)JUB5gvXe$>rSVZLWk@}q({WU z>|%2}8FWNScbcsqBUWPcgLq?~)pHk0E4D$AuW5{OOsbhJb0rjv{~8xtMp+@}%@Ou%Gxo zFY-4UYrg=VF&is+7p0abSt*ul;dUFz<8D5;*xmZZNy3z7x@{R7x<9o-rqo-F(TH5{ zHp9bcLfLFEoXG~MmvfWdKABvuF&jK~T1uyjROgzf;iYLelBP~#J3Py|J*{bLa)nIG8&#(VKF_s{I*HYKQZwK z^u$dS?%U3)42SSji52dL_$O#7MSoa*Uyb`{TwBmo`nPD_Efcq3P3;b&$@WZUzzBlk zA7_xAo4Js6gz&aS{nLZ)|_t!}+M-xb2T*H`!rX zU)5K?ryLseZ(||Tll8=$>d1zfUO^I%BWkq^J+dOkhF#MU9^JF?rHDPSC=!UTECj2D zNu!JFo@JYkXsRQ;3^f{04;Jk>Fw~45wYxW5Nr*&nhJ()hu0sDz#|mp!g-1HM=8^Ej zAWOCh`CMN`Ph&=2m(ZKlLOulj%8-|-R5>5lFNMFvM+;58S@q7xk<%;vbt^NqSPjK%$0o;asYXAik8a4cZAe()b#g2H?#SXyI$k?e896-No*X|^O;oyk zp3X{pTe;J_0C&rh?@?btcMDO@jr=NpP6gz*;wZ;LSRuqw<+6T>)V*jpRu6Qbj*Dv! zbZmT-(>Sy_)`6p&pJ;VyU7Z(eW1XRe4X*aKgk2Ossm^8yxeB`n8nF(OPLvao0>nC% zrKyzC?6oX^AcZbgGUP{bpq_|D9l7k(K^*I(I=_?7K&*qJ0`&ZM3eS(D{xe>64<8j| z$p=ejv$`klmHdCsz68vz;!5|{T_s&fSGtn!z1p{Kt=+BO)O)woyL+>{z4vCjjkmUi zcVoa{%z%kmG6^PuiD5#B6DJ{yvE8;6JS1dd0`r3NLOw$>`9hdv;LAJ`&jcPXc>`Ge zs_IJW1$!oWmRonLx~k>WIsd6Tb&fH(JNBHir}jzXe&&Fx7^JYFVNo%V3h9*Ca~Wli zvG&OfPOIt$sfC7xh0WlLjNT+0w^%t)84VnQYm@2G28X|WLz}(4tir_#lG$%p)dRng zhk7qk4}?OUfd(pec?|(;ergkZYoUICM;>?$&j047bE3 zt=^!6Pt1D8U@}Ag)S*j}fZXNYQ5Cpt$2y)Em&hB58H#HY+x!k*EEk*Ni4+6R=bI*OV0h1#8!2gK0 z)?SQTR(!4s$h-?62)+ul`cx>ia8jT2TAhN1qMxU9)_}_uwCSiz45KxA#rWiTP)xiPQy~L9%baK)DK}jI*HryJ{h0C zN=hWG<*+ho-ftC~ts1Vi)tW*xk!H?Xw>!~lrJRx7&V7ZNsbO7R^j9d2#qV(XZCY|CAU9K5E4s4ks4vqLXLeX+mzg8) zAj#VRXR_ODb|Xt2A<4Z!V^*7q7mV|oX|rCRdvdPPj3&O=XnH+(MkN3Zo15hGS7`J` zAX-`l+b}`wQ_)2L%n%Au0;RRKLV+Jb=Ji?d$c)4%cwH7;gu0D!wfL_9E!)HA#cB%(n4hK z@R`_epJajHbJ*Qx4YhwCr4gJqhgTrkr^(-I^&CyY;r!ztLpF!avVlIQF~FNF$Gq@8 z8qINW2JJ^^G=M*oTVMG|9N5`3D|!6C(4Oazu(uYnI3BOKSm`4tE7iwhnr{1AaG z_~$gQ^_#z7-z5Z3Fngh(dJ+C#5XdZT^xMr}$iNg#@I(ftfo%9i_`e{5iYpA3U~z>3 z%3(zRnDu^uqGabD5+G^nxNHB)8!^INZ!+tIcmETI0o4dr11H%OogkQaFz9d^;k78+ zEiP+rhA~(Xh9szqco#KK=!r-nuJ@i9R!brO%fG&&s#Y^vDvkXqJAQp-ZpL3#Y{5uj zlXC7feI>u8GIs{OoA!YL=IFwAAH?t8wCLTNZu0Jdvc`s3ys;skJI|EX$D{QP@ZFaQ z66j|C1b)S=gHSh0lwu1^rqnrPLT=aIL~cnhFr{gHjV2b}{K-8N*6+O@B-9g zZ8n$4nSsU@bUA}IjZtflc)d|Yt5u?2Z^W(z2MW6qsOR;fo?#)o{HW0%ck;Y5?)R75 zdEQ>G?oa;{wFZ{3mRO?B-=f-!=N%3q8fCKJr)LErnI$);g;Yt2S8F}TFqPV_CS+s* z&Q#*SD{uY;tCO|Qqj+@NwyiQGi^2pidWfj7lqpHCC8olKVt+SmnjGwnoi zN*(C_f{BdUn|1u>Impc7hf1}vObE0wriAz7=HLoRoTqy6-#9diZ zOk0R}D8&2Usg+K`chwH@OWN{vLA`E5Yjj0KTj1gg zRE{4TFVB6Xl}g?2kOUho9vB#Ay%zE@bMoOw<928xnF~Q#J>uaZvP2l<(McfN1Q%1E965OW$rETY3lP( z|4*p&cBaI7iChLXOoBXgUgwQhG6Ipf0*is^4f$z3k8VOStt1@i{tYyL^NkDmX~bE4 z5yV*{KEzpAgKR#=7(}~>3w)nmF0m`Hz?9Edh6YBNFHnw-<=2OB6<*cAZotCUT&x1D z!=>3j=j#wAs?`|8)+~AGqRtbv4>AJe>Q_=%uxTC|F6drbz^onKzDem9jFnH6d-3%r z%Ny~lH{i&2==F|r*t<`_QtpJk%M($xjBIxH#S3~c1f|0ufeIM^0qSaPni|A~Q-e&- ziH4ntww4O?cWZB=q8t7p?-Y;E{+a$G@oV^2nFtbH>Rhx!-bHu_J$Z-_Vf);5k%b7* zDWG4esku^JjpypHB)SM6r1294K61cki++^3$vK!#v@}(qKk&l}bk^Kl4lWn&WqJ}7 zT{rkcG)^4=`ON|qgkY0{a2dN5NhI%51*V)*BR1M1k8wb%h8%U!|*d(w;P-zx;IVzyW z8{EYv9;bLYs3-x6htzHQ6r+dKZIX0=$;mf(VB=}J_i(;`? zAEyqIuPvwpAC_z8>cEH7=yI+O#TLaNxae5-h7C==hKhKMHi!x;B6Yt`4%+3Q#OF@T zdjKm%<0q(2OxO#{s9e#YklY&B17_F*ke8Z$j+;GzJ#&n@3VQQcs_RD@E1Apy5 zbC1!)tU?%wGK@qCPWQiP4}> zIY@X_z2v<86~XZ`q7D^a>je8N8G&}ZtkTCk3Mot+`HTA$Fo$po##uryi99b#dO)xc z77NCcC($wYvEPZ-T-i7>^I}c1+2{JOg%xBR*E9DbxG=9ArdRC3%j{e^?50;Tc2;;f z!xqbdy~`9W-RErHv2&3NyeR8ujRHgk+{u&baaJ#j{D)SjiF5kRvcNKzT|TpHVmY(Z zg356JtN?yQ&p_&`ROO`!e2HKQ2mFR2m88x>;v&#ykoVsB%^P?@6ke#J8`9Pf z2Kxv5XoE))?G~OY>nN9$ijEk`nH^9M5NP^uPv*XU`b_SdU)7m)44Nre`K{CECMIW| z`{qgpaz{po{8-)zOZPl3UA0PCUU2tWn?PJ5MJUc0cp*4+xOlK|CbfLb6){pNEsu!PUe`oKH%DJXlADz7oiS@7xwjdY2(zo60-Y&&%VR>w=1GCXa6VIE;2 zAb}@b(PV3Ne)}q-D+#<~)+w)d+_!5 zXWek@U4_?2@b%cN8;${VeJ_@BUnHM`dh;=e!0R!$GkPN4a6;w;6RYEch!jOxT|8X$ zK*3M&JQvHcY&dL@5JaoDaBL_X3f0$#5f#+QG8ICgjic)8B*+&zj_Na#vh3Es?xK7Z z6+X&!Rqv5yV0`aABamf}{%Ya=>w32=lg9U`ud%^!MASZ+`%o}JHq1V$6(ivwyJI`l zmBXU;1Yk_?U+$w5@O~)BZAbmnN`6HBkiHcnl%=Xxn1BG7AS_^KTJNf^_P=k8eZWW( zl({tt)3vMDsuRT(Mxnae=zl+BWSH0o8I(kUY2v2K@oG%vSSYjV;!}Q-J8z+;WlvqSG*A+A1`-}az-P4!OsH#pL!!4XR^l&-xsW$1zt7@;x-f0%+R`1g z1-|s;GX2C#VjFQ6aW|2{G^Xp@SL?amKE??j5xAz{-WGD1($n6BWQ#Dch^$|MUTo%2v~8xR+N>dvT``wduCf6L^Wvbwc{-NCj!YidG0x3o5I zoEWc;j*hK~IJ<|2qa`|nmL@sDU~kB5T^A{-^yo>AVz+w)oyHh!sR%ShWhvUWY$HWF z8(Mqf(e8A*#GQ;P&hnP)k=oU%pxGUj%cnL@Rrpe=G<7uJfAlPUFEK!@C-x9~3x1M1 zw%y9my4KbayQ_k(8~h$wPv{6MDG{rQ7`T?!`E;v&zSTOaZbO!AN?VE2($u?{q7A-Pug*bbdGM<+%F7o6v$J$#r$}X@TX?Qo2eC^c*RWHzb9+JSE&I z*N=9%;vOL}{x>U@ALuXf^z2>L@pluR62|OSWUp0ISH5D(0>KdrNLpVaTcWL_U7_{c z_clyDwy_!n(cEX(nkrEUG{&NBG232m^Jw$n{WZ1gS1l_oZ}u5-uY-8`@@0deKu2r6 zy(2ReD`{Vwj4vA;iuN7t2~XDtA?#;JjZyDe@kpw*3TPF@VmE2Eyw+2n@YR-Dt5)qN z?==L=8v_1@%5uq(2w0^^-SvxQOX@t;k;u@%P{dhXRYks%?{hB8&cfclpLm>jf_P8$ zV6x@Np*8f%>6HTqg?(8vadGN6qidrFK68nT6Vp&DjGsF?HU)>|M`^t=h(3qzQbZRaT#u;mE7XE}gW8Ilv{3AObdOrhyX6#@VXwPNFR<>t> z{!C`2Du@w{%>9gCf9KTc!@B%C_t}&|E*BDjEOwhfm-6(uqBNL7P)DSQW*}@|K|AUbW$~|M>o+ z-v^af_eA=)w66V9+8K6QG-#zC(6rVaPr655+rRzy2RjcfBbj6$4p2c|*y@bcBIeQ%8=*|Az~{4Gz+ z>=}cflFsENtK?PrwK}x-wFZR?${$kL5F6zj>w7DMvwFtg$}GyO%*!0dd68%Pg3Jt3 zswFl$E6i8;i)Tfpz*4|-mV%X-KYxZ6kt7CQ!WwA}+xT7(^LS;(!K=~ib zy&EGL!6hr`DvDF+H4jAZ5G)qqSQKz(kF2-^ItHXL(3m`m>^3qWvQMyFKNA7A70B8L_J;F0P*+5w1J@q=>a3Uuh^Hb=%AHOc%CjFs3}b= z16u8Xk}j=biCE9(!TR>MhZFR01vB!tBV=$4!;i0dvu~Sa+s(QV0_ptD_(Wms&;P_9}q-Qcp~r+N_N8IPe9cl-UW6y=}pLP6AfJV3*z+? z0pReHzYe%^e{}f+{tpX%_~G1{-yd)R6MFit(MWST?%j6{0zUfJ=l%#xum{)AUZazA z4W6G~qH3I0vIp7N!EYU52hv$#BA5lz8D{+gLp$soPnyXH6UaH9bT$K@|E13H=w!>G zONamF;%)WlcyIQ$`m-g2x33u5w=7aJcyPtg{$&x;a_h@~H@5t-mk(sn@%YR4ta)O0 zx@E`lHESN<1CNg(>zmmRNtTWfexe1>kjZ?Obetp1dOiy}&bh{!b&z1LUqS0O2=JcM zr(NjDOa?zf<|xG_3)Kh(>M1Hmt}o4xP?FWze6r-T@gE|O0Tjz?L5$X$p%(2GIlC6m z>GC>i^m9DYt<82Q#=lQ8BtR=uNYB^^we|;L`?eALRXtE5r!Ul$!Vl4yCGVf%eZEFG zS{l>Z2D3!56%!^XBb&~!lXxQ>+7EzNp60Do&%hiNI18UC{p!k7 zes^4cBDi!8q|9G*!g7j3lPJ`Kj84#AZ!}0o4XqUnz}7ofV^OLGYT7pSSMq2Eg<>@3 z<~4geR^30IaCGfk`+KrVBj}hVqEm$Y-=o-kc8m7imJP$*{&2d&;S2j92a}+3Y%rAs zlpd!VEc>_pHbVVhU`llhF3*~J0iowkq*k}&XUs?38SUe z(yBmSqNH^Lt14y#0cK!A$pZTsW=eHWmblhvQk`Pqg*w&Ef!K)K>;ld`fU_Gis{$3X z8TCr}o?|Fv5Wv?i z-__l5OIM(5#T|op>IE&$Xas(D$8=xVksMAoZ|twuv09EMX^pLU)vc+qV`JsMw(+La z&J~HnBM)zDk-T2sVDm^8yTJNGzChdRn!2^A0B3U8Af#i1snNPPcqfZcfwI0nAOqMkZ;F`ioC66h2NAV*_kj+6XjWwxhTa={_zTD zI1A+Srb*ofdXmV8_CYS{AvvNYD>SMustHXf<%LW>sgjS~lXp)K`DSrJB3Y!yf`?%| zxe^3^y4oVXszELU{1)zdmKO~y3MvQwFJtwWdxKRTG>^_2B2{Bh`^=y)#Spo+b3Y zEFjJ`H8FKr(0sOROqwIA{FbeGhKy&LQ0ns;n7j<7pUISsG17b@D(urLy|JIO;yz4s zesUX06@Pw12(`WY?r(2x+%l51>KNpxth8fue`?3F^1#6DtG$VEiN&RO-K0lrUTg1BCB$-b`XzSLx!hhk_)DQWWgG!~boB$E3)P1Q{u zLz4UO>^16_jE|@$dWfx(|;n3G)$?l7UzGAkafhmF2J!={5$O2nI0?ai^ zVIP~e0S+jb*n(2eWGtf$NatB&)qx#F_&adrRe%E9wWVR%h z-EnGXc(6TT)&N$o)rA_D)~tJAb)0f^EL~f<{rGtJIi+E&qja!0Us<=}*)Kl4wMAPY51GXx#kphSv2RL4)iSk9=o) zdDZY{)#HJVIt*#YtFB&tmoSmr&atd)&XWD-2$?ZwLCZPE7{38WOv-QWLv(VMaiC{2 z8T=3jLR#R!0q;atM}kTQ)M1LzvbieOs05w!cit#(*N@;{6=o~7Op-42KG zqbrDQaA=cxzs}+k!=*k&DVE5MU)P|JzQ%CQ401U3WZ>&5za{IE@Evp9t-tOT5JwU?0iMq~% zV>OA9Tifc^uUz5{_ODt`POY5UxGLP)+UTh{a{ZZ#fpnYS*V@rnHnn{_903!MFJz(Q zsU$jx&3FX3tI!BQ!4jI`2)GbV=K=w)4h?`ZBx-DDxcOWmzh4{Ee;}QM0);~?0n&fj z1gBv7=cX3ZKfRbG)Gu_}x@cblm9*vP8wV6}aQM`O z;Fb(cTOJu%{nWvpu`mDY{v)R|iOOZ0Yn!J!OR=rg5=coeFUEx37!!75Oem|EP`)81 zlnaS6_+lTM{#-?cHt=~R;G^;ak*C#kV&$3V;0pkMfC@P}j6WMn) zMlI8Yyh1|ZZ4seXO#U8&NZG8IdG^Hui2V32t=WNi(Oy`yr(mx%sk=)MlH7425riKi znI-R-;iUu%o4@f~Y{HbBhavMrdLDp;31cYb`3y|TCKo`*_`J{n3vpv;v3=S+*!UC! zIo0)~(I#+|PS69Tf2_(hbxZ3l1JwqG*D^XOHMTD`dUUkR-nD=18d(cb&tk}!ni}pY z85;9N{2H^%;_yo)L3?B%(^0>9dmb(VVk<<8$6*_+Euh6JvOjHDx+1hR9a_3Hl%|YO zrf-L6vDw^gmg+EC>|0Sb>+>;v6VhLd7IE&rIu$Lh@RiMG@Cz0S`kSG}y8lnGc)V@@ zvpd@NtZfoBEM+uklPh+0b!_Si#8=!gbO^Q=$MQz)9t;(0N0LobgVj2$=rNqJY307o zv18*9DvmXG?iwz?f9+?t*4sQD!Dw~cN}S%1H_*1Krfzf&CScf zqTX0i;+zADTTxIrYLL@o-#40%A1va;%}^dZj&b6h3vnXSK$e_`8i+-yy9AnvGNK7WK&U^I zjV)3@7Mcm-u?90?pm;VDXoAAwVg~2?q~0-KU%Qdg5nyi$8XxaDawgM~S(!AU%^ez^ z)5UtHmvrtPsR)nUwYqg}2!qB}q@`KKoIBW8x$D%f#LtTT-Ai1!_~E zBn47gvNLVfyIlG^lVE!i3?xBQ62y}La;we@y9wZfjgA~W32Hcxi|{o>r5@=?Oyc&;BPW}daY{FO+pH(B5I8Y>4HqB;Wc1x%LNxS|6NXq^t zkn{y8aQBSdHPKpX5-XM+JhiiQFkNPZN*myKEgz~IszH%fDM$Oz>Z<9_j)uM?*FjL) z-wi=&YF#S5uFVZju6p{8g`iXrd4pgvVpwW64j%bN9+p11p=o_b34*2ferLM8a%3}X zv|HeqJPj$;y%3e!AS&H@j<7KzLZ!+LQK=$gRI2=!sI+K!L!HK;w1N@j5=S6pCRyOX zgpFZyqreg93!&r&oTdSJWV5-!Py^1Gzlkz7JWqBK#O&2`h-~M`_{DS9{Lz#@s!?lR zoIz$b9mw~U4!xtJ627#fQ0R_Ap*!-0?m&abtV154bjenx976Q&1rR;&)90+i`sz30};>vgFqg>&R&jzeD_}qEu*>~5KWNd6X# zf8;(exbnWSirDhohw@l{WTLL? z;97{~ccyCAt?ct*EWbY1RcS|PzNOJyd-(d7D+bzI{oXc==668ev>bBpQy9&6sWWX0 z(R}AjDPrG{7o@eZG{gg3Y(Au)$GqoYJ>uOloJF7Ur4a^znHC~@aesp-YV}(ofYg{oq5qz*PIxPuw?49b^^>>tK(*?jXL=yMuS_i4 zRNJz#vy_)SNUCpzWAj&w5q>>J`1Kg!8_x<`AcQxbVWvNc@Qo1RZ$Sv(`2UFe4k$T_ zbKS1)=?UFEGu=Ho=e(0=c4ucc^yZ{p?P{e}mR4yM7!;5Yh@gN34qzkOfH8hP=3d)G zAsGc&gM9&`Yo802kFf!V=W}d7jIQrH<~o68Fxq`pJw3a#tAM!I?>z~od#bBOGgW`p z|JDEh^?z_Z-Foc^|Cfz7Jh9{Yua)z~olopU*W=-y^~KIj9o|sS`VzY0=0iU`x}fdI ztM?rG;k^rlBR{xr&sWC7#cdC)g4alC+XINkW%>i~OIZl>V8t1$ukMsbwEDK4vTq`h zo8aR2(6Wa{@g#$czHO(=;uEyyeeVi3-)a^G@JmYXHk(`q*RQ`2AKvoF0>9uqJFr6{oM8wfNpqwfN?q$r|N} z31sfgKP}%}G50oJ+1#5GROLzwWbDmD#J*WF_BLML*xPV*W3Lf@Nu^qO@sk>ZT24~D z`p2EivU*dzBavO)8dIUfb+}B))eo)9kKMi~Vr|>A@=@?hp6lkUyh;u+qrqu0sbA~d zv0{P8TdFhLyjBHg*Q@oMnsqu1bpsn4a~pSmYUw|RP(C;)ZvhdvAFkr|!X>y}5R6se z{yqflZz0S*VSK+LfmcWDf<=Pt?<2VWmI&7;NaOoe@tlj*!G9a82a4r~)-|l@OKYLp zXJ|UwzPh=%yvgbA+}eEu+Sth`wX&RB+UnIs+mqR4U2#MrfI5_IfE_w?(@4abUl4B^ zZ})>}@7_gm)?`Jg*Y$1-gkjcXdpO#au*fwQJ#W#F)>K!--4HQby;f3V(P<5=TI;my zeI4stGD|w*6hTJYm%~{doc@rwQ|5;NH6>YfQy%Rkm_8jMNh~=D9v8I6kS%pV7Wc3$ z<=I4S5f7v%`9_4-=YVyAg-AVhpYb{C z+d~rVYr&`FdRNTpO*qwGfzwGo^;LZ8L9h*!Jl@|_kM{hAWF2PSZZ>J~5n4l4Qc~We zU@iFY#a|=LzHa&tgc%~Cc5G+$y!sGgq zvbMp~x?<;D{XL((W9Mi}L2Fry866j=7^=8#ecx{IHP96og-dvX$Z+t za{2>8GZ#^}Nr<``A!-h;xTnk;=`EK*)aV&R)ac>m5Or=YqShd?hN&B68l%tR32`L& z#>ER9$FulR6w*!ng11{t%!g0WVxT@t6I+9RKl0@u3-16N%dK!M5uzTzZmd{%Q#dYK zc<~wwZ{c~|0F`+=ZiE=J(B7O+h2>=I4a-E&8`9ubQ*O*R^XjX$EwMMsmI<=wjhV5X zmw4mKw%&@yuZ4)x_-?J=^5FXQpI@JH32WOR9JIt&-Mx0jk)<(nZnPx8N$~3U#!P?8 zq)#m@tzYW4G^}WEUy_EfZLGOtdENl%wr&04K-YLvVz^guSsI0by26J3SfG7XA=cks zvfG=w7lQw69W(@TE@!5$&Jtfa#Rd!Ml-1FY%h}z9u*qI0X7gJFdvXEn$sE>Q;h=ch z1$U*o(-_NQt!P&85re^6d@s>{-tSi=Caf0}^H+@;^RE%sO%&fN``gc##p(*{g|gyu zD~4?TiZR#xTZ0fQWM~UCp^mLz*ccsZ32EeVT&AE%Rj_d|HE?}@05=xe`vS`kj)qd> zN5{K&j5Y3%hHsVR~xJvnVM5Kj34Y#!>N#1 zw5PlGj`fYMrlq?+S-<`hi+sM)P;B)Cr8UAn8iswe5cUy@A8o0g_N<3u<;D$yim_eb zCIWw(2M+~?vt1~26J+3TmqCWID%(N*_t>)O7!Imks;-gn)W&#j0&Wvw5nZyiqZ zw){v#>qvsb`CDH(x)5%m_kCgPwtqXiu>bB?KE3l2K6`t{Jig52qcnie_oE4QG3J=f;K2$@X%CL@{dv69|)r1Mm zSbwuuwEotSDq4Q=Ig(bAG8Ik!>MhQ|$j}-FlqB5W^JXV6e?bACw(%CNLZP+ryoFWZ zf4xHmv@R28)Y9bF2pNHrj43|c4VB&WG`0!;svH~(Iq@SEit1hu@l*ohDLL_)3dwU3 zu3zO#{kfoOrTe<5`4bmpv1`-(38?vF{|(JwvD1}x+CwUx$7FWt6jQAHBxIg>m6nzgRiH#iYmOg)r}8ad_#<^{{s=P z)%hi;^P{~oX@>W@FLYm*ZW}SaIpRTC% zCHq{wbp1o?n$~tlX>?9k29>_IX=Ph+b-Ul$KGEw+M|?=_n{mX2D-sJ&t+IB8*Bo7& z0*lA)T$$A9^(uz5>a|9-LJ!qhZlsXxPFZ9!!srH*Q0+rNz}a}!)PLf5Y9nxh;}6H-E}{SuJm^XnE^ZwS0{?w+;Rn za%wlJhHBm$V&&lL7ykrDR>o=YFRD3eM$tb>GYU!3Q#u=8QS}5i0>^I0PT<99$IIc74m5R@e7etXaL% zkQk^R8*|$VW2O9pw0YZ(>$U;I(Jy-1H+G~(dYWzK#5n-P``Q=)x_WFV{^d%;&2L{MwzjviZ*27B)m4!p7b?mPC3WmFng zZE>K3Aq=Z7t~=O;Kx|_1?(V)r;yl=KB)tJ@?m*K}INq1F`>HX0qzA!5tiK{V20RJH z#DynMVw80fP$#vcet3DB9Fz3-*~+2or?u$m>9TedMSf5x%do^p`_!}?nHf9Lkw z&g?BT@Bj9J+u`+Obm5-N~rnYc;NqG+`brTbZXGoD)p)sVFP|^e$_2qEw>##zUxgDFR_~v`(Q8CcxiK&SbJ8~cxh?TOZyjOwHYG63_R6Oh)QO{5LU+|I}6d_xDpq(L)P6TEcaUs3li~fTt>6 zT3VpXHMK8?0&5tYt{BxP)AO$=^`f^{dGY*ARNpJ4-ji_p(k{&_IvtAYTL~Tohr+I@ zUm-myL%BdaC?s0vvfDWPJ*8Sz3GDm12Y>V8fFxzxNDah+d#kpevokm_Gh_Ry6I6+o zzaUUIVxB8nSAc?I8wNtbzlcz91o>*`%G1Y2gYsDmkQm|Dx@}=ngAUcgRfP(7Z0fm6 zj34K62h1qS4}9&qukC1LO(vSr+4Zc2RhsN(Z^yR&mNm^TnHcD&^|)2M=(BwQ#{tN% z|0LWiNRfWHoOltFSbT{6u-|G>&=Ls+j=H%GAIZ=gD40+{D;J}${YA2KXTQGgtXDxF;y3?dgI{O(dr8~pCy#V|2u>-WSYTv<@e){@G3ROHrqw@&yo z(%qwQs8mlY=8mwKp-FVZzgzYSe-@SeD01VdPL>sy8`S@YFaiBM|U{H^873hs>_<~r;^vIp5H>11f@i^MxS4d>tlDpL{ zF`T<4YBG5J9m);kM_KIgxS*oka6kl%KqT~n3bsg63n?5ES+n3fimkXvUlhIi7==;s zI$H&U1Zpq{;`b5#mx$Jf{Y`})i=CyFj#b&2AV{%QK}z7GKnffzSq(;!5#LW<|II_U zJUS6emA`rLR(SoU#ujTDOfA{gY;?A5>Mbm34x3f@r|mJ&> zq`@+L&$r8;d-Y(^-?8R~JF#lK8N@0Hz=)&Z_d9{#0sMC0vjM*q_$>fY`j|jO93399 z9HmfSsL_C=0ERjri%7h^5vj`~5*u7Z>hg$0qZFBhNJ!%}qef;Lz0#cIdxlrh7tKk& z=bG{t(MN~`Xe!v^VGeM}6w-RiwAxC19_GmYjxFB z(t4&0KSGW^V-~4g&RFsf50xW+c0W}Km17Y=lgR)&ne_L2QK+00DJP<|SHv+_8m%rGN$fS! zOwyp?*1^Hklmz&;B#87=B_K`g)muVC6z%1hNittBqxNAWwKQA>M&a3sEbLg z>ah%$JttmgXa2lD|5&h1`~-zY>MPXW7ymcIs!5cO6#SUfIqRIBw3GcjXPEk@3fSK1 z2~Pd7O3eu%^l+MW$fr;6D4iw=5%-7R^Wpz-u~>2b$cD z=kP3s!B3G;!x(TVR;<)Yd`u%g)*D$gJ>?P=tEVaz9#9hy_cJjN z&LE)@gGA42kUkS$e|-kF5nZlxwjmW*B9358;!dqns7m(PkKCEeG6P;Iu#u!Rs!C|% z?9N21l6EFxxHZ$Mq@9Tr-3WX72Ux|U_zv-iv@`j4afaw32@oYgL}WgV20@SlooKOg zqb})$Dp6h4hK^g(pfTN--kK(2X#mwC+_PdDjT=J_d~qSGgczPiGogfZA8cAec#cQS zZ!CfOQg>;hMEFafG>OLqO)>xi!k^u4Mg6-`v?)?bnU&J8#_ z1g#rxl~BYR+%-kT?UHh4yL45P=+#2r>Z=iNv5~eqy$VIV(c$Jr*=vY+8@LC5Zt=0N z-o2$nvpnyz8m$^q%WKhj7FVh?anI-_@oxFj`p!Tcja4sx7XJnL@3=xnLS*=5SmMK9 z1viqvg(Y&SWB`8+-z?TqNF{Bs)pD^!DU}59SMf9CuV9HvD(QlC7L&h#C6rXM5|%t9 zwxXqy3~V(n)?sG;t+V)pVjZ^#G zA8e5CgeAOGvJ9525=(TbMBFDv@L%8y#7Msx4wX|PhssIBq4KhJpYLVzwo5ovUM_3* zk-nG9@KJSZ6}WV3HOKsm|01;L_OT_m4hO>{=(;fU1#7aiF4Gm&*;1XcOlOS$_Nx1~ zHRdiH_F(T8kyBwh1#ZOqs;9cYg?Yg7)1vWr66j9Z zZzgY*PIXrdz|yI1-RZLUXy#Nmd9?_?8fbxvNZ#Xbrk8g&3T3@lQe+%~LyJzB_xChHl;_U*ZGW{&P zkIB7E+)_D!Q?>SreX95mFVYj5<#kDR}D;!Y=-dZ}%n@w<{hiOM+Ec$s)TTfZ}UqKr9NCvGHQv$oVr<+gpK z@w+nuC+XeB)Md`r)X#^(^)-=KGZws3cMazTR|Sz#$g?#^^X7A!KSdsDqA zXDP~t&^5ZOsoCF}_P}i?PLNDpsW;fNy4f)_81Bm14TWV*ZieF&wAREM?Yy3AYH%do zEK2yM(KGV)QlegG(wQA}`Yrab zh1pAMrq1IZd}y-Tzf|SV_>v6%KCQ)|r@*svgX5phFDpqQBVC(UBcYGrOTTZ z)_3@n8jhmiHX338g_hT7z4c*t%B4~AMlfj7D>WvK!+jbDuF?{O16IO5cnHp%1SV80 z@lS^uCc!sPQ)V-joCGHX6GmYV0+__+U(5dq`1VVYQHqo%QC)}{%lf$V^>z1?yNF~D<4V*zuDwT>r+tRe&;TM)S zd-Fb>S>Lsy-ee49p=4y>92kd^;i@naB6fy9SK{lyyAbOb2>z$mo9J8TTbuD&o^cP&`JUFT3Uq`ttS)MW6_10 z!-2e)?HgRs2d=vw(WLflh;Wf)!BaPocUse3(bjeT$U4xGs7pnRKDU!COnt`^@_BVS zw?AacrISd~J7I4ffxU$g@5bth3n=L*hOPu}1Y<}mxCDG!0K#!}kov{CedZSwa|OL7 zicaShj#my*zgVu@r!c=zR$L1$h>Z5Z!~6gGUa*tVizF@~~sPtK<^iC(GQ_(R|rl%Yya8oO)~92Qi1#%|W1 zP(lcp%$~b=E?dp`E>Lzeqd!qr3h zGX5zumVD<;xB^#Fa|^VLI$oBU&HPhkGs=L*e(#ce%tmg`JA5BpFm<$6tp@L?HMRFZ z;jmgA7KdZ%19W4xA>Z)$)CsTwf1{c~7Uj3yFXp#Bi1OQlCr=q%^bxG}>}-PDlc>Pl zDso3ucxkJ|Idc=-j+cr}1sR~t2CYG>!hLxk$NO_0pj4YU-og<0vwJ_dKpHxh3>aOeme$-?xX@J;vwvuIx6^_Y`lEx>X@d%y)(pcCXB zaDu@_2Trb+UVlkK^C!yM1ElXn89uz$(>nMjZ})Y*eOuaHp3dv~7G5VfrAPXI*O0Gq`_wCb9JP;lA5ehKC!J;KO zl===wJUo9JQV=RV2g@nhc7Ou_1pp!WCb*DUVSmpZf^=A;0k0U5A6Ic~%0;Ut; z18Nsk*C&XBsBbf3=hkuuK}>(53@Z`26J=Ou2Ga*V4yL!Nsi_T&7A0S%={o}%r@B7j z&4;XT|49<0CX{dU!Jf5ok-mntz@bs+?G}jXby@?jRo&vtCF(4p468%1l+){3J`rq|EgZ}c_(tYuENVC4hm z9eb8t#nN3rxASK0+z{il;ogZBZ)+}~m8(=rd$cL)OS`musHLu5K~=~O+j{zQjgDNz zA(z3803b-pU*8cdENZand|79>Ib!@)yg%nqX*kwmweea`!&*F?$!}GYj9#PF(XwpZ zmt=KX8KcwCT1H9fIJG6#9B^bJ4yDW*7URnG(;wi?_-90{zi}4p-&Mu>2L#?2vbho< z@q~oo_fv;v;r_16#^OFvuBm&Ccwbk8_X&jen;CjQBAZrB{Vx<^0b~mK?+J~`XSRnd z)BvUaJ^uZFo3z?@p?DQUmbOaHK$T=4)8b5!Tq|(z*ZsJmaxM`fRxKsreHDd$_0(ReThaBr`74fVp`2G zQ}64NY}4vC?`yfyqD!S#QzkPaWMH(6+7@+Wa!RcpSaqD);jrBefF;$7iGGYf;c+;l z5L&F9A_!#B#*Q)?DLB|q!aktTM0z9~CRsOdKMI%V0w_FwxjvXdLE+RRWmsS9eiW_Q zg~zYZ2QwD7%cA{YE!dBH+t)UAjyF4;eYdRC$AS(9g(IQeam1SLi0XiADBip%Yq~qx z<@?k5Mx8d(pEU9A z7?KDtlzuIgh}ly#;3pEwe^X#E1IhA$KW@IAMj{V|eGbwm&HVAQ_-qc+uV&G#JwyZl z5nM@LAZQ)R6T;#$Ku&!hB}4~jRB8o*kE-y;qN$k9H|Ya5mSeqHuPN-}RQ61`J%23Rm9ZORLe!p$23f5ulyG=kQx0>i=*tZ` zT#JCr7mfH_aSLUz*rs05IjvR=W45_?&S}!bpp^SykGWxwMWK{ecC?n*Bsg{&V;C%t zq}=3j!R^i?b~}lL{js2^C?1zYTiCU4t#YscDV`#r2HX17KiTG|qJIy=Cc{v(@; z3Yt-K8n=a_DJaN$7JYKu739I_=B@SE{XqytyT5MkdZU`ZN3 z1P+rHSYnV$n($BHR}g&j9AAmmH1$ZTP$&)5)4caO#hPDPUbN~6@%%fUlh|0=%l;^IwkV6 zv0zXslFR^<`8YO*YG#JF0aSS#y`)BO*Bfm#p(Kuw8iUPXurY*EsZuEjB_h#PDQP*O z(C87a?#9Z*Gq5+3m5APxQNME%Fee!~FYSkrAvfyhQR(S2Bf#>S%}|Aa@ly9^)-y{R zD|&UFky9Gw)TENL8}tqi-l^1-Tu!N#pijv;^oWxL-l=I47j!mWIdvaOL`)*@XIaVH zbUZABcWM=hYy|5PjnAsine{12<3fw*iI8Fb=-X-9m|6Hq>dfiQ-Un z)3xrSh_9Hm7a6Tl&*AU#`r3Pf2)kTizt=mp6iRJ4;PoPZEVhQ2lzHGj(<3qu^LAE_ zCC`bBY^UKHK`wHj%}}5zzzlW<0IfRp^+pqb3(llWPRT#~1I?oB@ERJw^Wp)uRteWl zmL~L+8gJojdYYKpgJ@|?cCUdUK{Lq9X`>JBG1a(yYBw3eSZo4YAzLXM!W5VmGr?~a zLW~huE7pT8#Fk=fvCY^H>?Z60SRn3NwhwP9FD@5uzOCuD@XkGTd)(t2{Tr3N3z!9% z&?)O=Q#pOEeA}Ll3p#VT&IKFy+*VfDm#s3}`)}Agw7311{oVUB+qTzlx2{;@T*EIK zGmhcK7I_O5O=uE(_itY_){;oHjIG(ef3G4qvECbm9g{rARZ|3`RA1*ZSAPMh1^;nc zpoOjQU;BPSP#mj|`4z>1^?CETY$haKb<))&U8~O(^WM+D&VQ~j&V3)4_xaU-k9a+m z%cbr^FBh`uY}$|RrW!Kv&r{iSI*TttuNSST06#oa_u}zXE|c+tbS{?$-$xIpR-xAm zsP=v6j(8x0;B7iP_0w!N{VVted=cJ^p-;ONzJTv!lKG3h@b3OpDu=tJN>d7W^E=e+ z=ebla0dL@XXvfdtuap0Q%ax}vw1R&Y{}KLG^0)B)8PP|+0{>V18S;-o^ z__V;P7pB*yf0ZU|XVabWLE7Tv2PeLc}K(V^63`TQ8pf6w^l=@n;}hkG2li4INyW&8@y; zsBKS_RcUCIm9{Q!N)8u2J2yERk^zP_sAz^*>~=5;lZnf2{6Fk{33yx8ndrS&`@ZkC zbS-P~B1_(P$Ch^`-eNmWoP{9EvaLjxj3mdHLZB1~DI^qVDHND#=XHV7b|wiaDHKXy z4TVW*q0p9oeI4kVPCKt}(sjDgM$CWCy;qW#0Mqy0d~d#S{#ZKa+;h+Q_y0flUfpx= z;h6{HEzVMc7 zF*|?@6lgzbxn4r(1#1e0hQDUMK;3#qgZKYtFXgYPFJqp_6@s-m^fB|-;#@D3+T~(A zO4IY3m=~t-R8XqP{_1VDLZN=!?)5-QLe6TWf=7xSZyHOAo!QrwI-QdGnnPcVcC4Y+ zs2>V`2{=E=((n@X5|;NHCK>a=0f$LAR$G<^c5c~}4&*XRz#PzSR^>6Xs zKs)A$pT+f4F#bQ|`d4v%KlK97CipqjzsB~zNFB#Kd=5Vuu%DXYT`Twnp#u#&jN^x| z$f+luB0mTzm6W{Wi%wsWL$KxreRTl#;;IrW(j*hv8jJF(Mw;BL`qn#~a)qJPEdaSK|tk$5b9&K;mU2FIk zgHqPeH{zmqH=ljff8h50kAD7OQ=d+uk?{Bj+vj#wR1HU)I_A;$T=qJbS?6jfQJemL z?a=*4TEF?s(}_yASSVKN(Y$w1o4edk>@t{R2)0(qiK zK`2ypsyb84nRct792uJFj3C22&eM|n{Rgw_1Kx^@>0aJ)CeEI4USK*C7i8E=3mbp% z;lY;*k)7eaT+pQjZ$9(J#>d$nb5$L<(^?UVwzVHBQfehUlguiYIlR@yZG$FHoy|4a z=5lxMZ?rY|T{5ZIC^yOUJE|HROy1fe*UnZq?_A4thr@44eI4u5Uf|squ)e;4d1-~? zF9?1LF&4l7=Bz_v1?xJi=P8kq@zMmdJ$C>Z;g_Iy;UV*eJ-NLFTXN@jomYH>)JP7r(|6sjMbju}mPMex{S78_(2N^kz8^l`cO{?Sj;c$CH~41kO`0 z@&kgO0?sdDoQnYG2LR^)F^+c$z?-WZL2$QzQDzF1@-@X!JeS*1-GuQ+BE&S5Z_&+M zun&E1H$5JYOH*}Q5yqo#kxS&IB_^v%%>UG<1rn9TK$l3R@>eg)r84kF7PVCP@WTSJ z(rj>)$|Z`6Jc-c)6rxAyY}tPjNrgOt(yS-fH*;_M$ui3k#1KAe+%lA-k_ zDhaffFgr_~Gl)wFQ1Y`9aS>pDo)8c&Hy@~u@Fgm;P zAzho{j5-ov0+5nZ2IRSqV?wGvr=EMmWfmu>SEuU{?|{ zt7q-yTC%oQ>|RqL%SM_uEMjuhyY|6*y?z+0>w5@et?|}osy=`{>{M-Z4T0r}0 zv#w$G)WN36VA|g7n|`ow$Zz;(z}K1f;Y*$?DxinFRUi?dm#qr2-+v1} zaq%tECqNfQWh$dm#Ly;EnbazyO7y%~ZdR(zO5smLY7@>fah3urBK#Jfb45ie^96GM zS)xpZvQ2rtKp-`*Ih_INS_=w*`n5nNcc+xubN;n8?&nM@=!$>}(lpYCYKHbO#SK+S{$4lS+AD zc%)3IQVJEW=C%$ydMi=O{N4MiMt4-Gg@Q?$R?asSnJRY9xAn{qx|GTbPNzyQ!|xW$ zzNj&4jVf_V?4AQx-G8)QZM3-DY<>y38pH+W-9)8w#1oSXme7!hn<_wrU6RtZm*wOZ zUg*#z@SLw*W)nQKnwa?2A^%stI$`)x++xZDKaIYIt0zF2>Vq%X?~!WhExQSfo(MG-7Fy zUTIK>1mERwx%|zV-7OBWR4$O}tsa|LAdrhqUI(+zz&SW%$V2RV%cM_{)4(DxNU%hz zwjoKXbD~Ef^Af&8@}j0axR5N*s8X=kb|$lyw=rP%ID8<6Ytn`AtD87kS+ zTxQ0mE3aLuRbOJ*->_9rb7w(zmg78oDc{R0)#atZ#1NAX?}^21iuHy_Z87LE#e1{gwf`PY;}YgGvaa*YDLFNj&q5gp7O;4`wi3*^+k}v)DL-)bwa~qbNIG4d| zYodrKXXWJ*A`8+G#SlcLgvPZd6ha6vpyXLzcva#OcU3|NIV=!CjA@%3;>XL?h8l+>Ubse<#rd$-uetqD~FUfXqey&NV_q5*oFJ*1W0t zrADC9n0BnuNYhNLHsVa^8kDp`Bz)}>o3j@CHJuO$*PScj!P)eVwRrw~yiX4k7_X@; ze7&0&*2kOpfR@kPE~zGbuL>=h*+h1gFE?t{#Wsa-r_@wjQPhmWqX9T%Q$1!cR|N)Z z%o=xdsoqg!R`g2*&pW+xyJcX!q=r^eZ!qd86+c;2U8>7IlVjWu%vv5Pb~f~udpoOL zaVM%!zdDip7V(nVI zxIp-|TSz{a6X8s79BsD#l0btTt48oG^hgHeLww4OcQ*gD%A^uqUe2L?2V{XNjTt=sKgBxWDu-9-tN;3dr} zA@vaNKAu2jH=*6>dDKrNQuIWSR6=I66j!ERM~h2}FA-h-I@OHc!cS%4HzZRR&&5@O(x<44L>%(3Zxfw(Pw#hq zc-3wl&WUpIWamDEdzA53;M#~+GZ{a~`a`RGGO z58gOdS~GR5|GPap;N(>mPL7r(g|n}FC<@iNoQ!!WirS@6W-S_>Qvb<@{&LOE zU8Nm0r4oZkDJg3mC<|WQ>Co5h?>|M}U?byZo55i()qbjBYM{;5vddsGz-m)2G8k0O zmZ3`T$o``}CjmF37@kIQOFjPj1Kd4X*-WDKm0E%%wtA6UTOz4>Y?)Qh`?Ntn073YUarD zgiNEBjaBs36{(#K9#40jODvNBwdJjY<=0+k@pZauMjMMMbMt{NmqMo(iS z`2m$B3CdXYN%UaGC$%LGmxla-Mxj<-{xkV(whQTL8A($E{6moSm!Anh0)O#*JP;7L zE3r`A0z)D518jsQH>^W)oG*L^$e_(N(V5t$jMO9~+mTGBCxNA?{(dfQz zk5(kspqt-ParN$_ZAQ1dYu^rcTZPeX8jW`s*{eH|G;CxAHOZeLOoZVqPYa$e_m4;X7sCclF+pJqPzqQljLs`T1Q( zs=U!&->zmyaczHD&s>E+N*<{1+|g*RaJzI}*)z?<wz2VK{>3Ws?VBj zEm#q3Hi0`3lwu0p)T@Mm&=qI{lWDea>fkBVrq$vci0|5y=&~LoRqmcff0tLIcJJ`F?5F-^rn_gWw$5}nbe*=tM#=VtRNZgCx|#)}h2t-_M#>kHGEwpB@x5SEC)1ZV z>@xnc%e;!HM9+;WIO;kn&O6bt?JYSG`50fdXuEc9_eI#h0XE2g)_szFF2XwxgR?p# z*;aR0Q>JLif0)!@Opsyb-i@rEjx_V564jCY93Zc-)Ne6nHr%}(`7>qHHqIs!Q^APs zl5&N;J*JgjB|SB*FWD2UE%}^{G*bFSFX~U80hnwkZz5Z?T62PjK8RJtY78yFNUuqk zIz1+T*@-s60u|5eVD`6#Wz=;Au6<3LoL94banC5h@jL;~0a1^1ar!y<&oK<~nEgoC4wt z5^?GJCm&wCDNQ2XAGw?M1wXo*SSz{yE{n3tsHW&U%vZl z2Y$Xe>Z3^VQ;98Czn0fZ8L6icuS}P4=aDcj>VdsvQwYrbb&H0zEWI1Q6H6Mh!|s~F zP2vN|mM7TznI>TDlXje@&gDgtr|$++EmX=EMy`O|9%^{H!9<}Jg(|HSQ8=lGtQY&+ zzaN9Blmph!up;v5=W}ek)VH~p2yv=VXexdEM$$AXs59>`1bjQwPAGU}joY}>9(N!RwLK7gF7~Z)@53hAZXm{%{(($gzeu@}Z ztWrH*sv!_F_&4)G zXFH?sfyK%XS+Nyawz=z5^%Yg6Z6|2I_A_UWogN$W^0FEa*#KKTaw1X`v@@jpw5Bj_ zjR5bndl=w_O5d{K!e2ua|A*w(hTd(RZJ8AtuupNz5+=$LFF&U{I8fyxl)L?VV84H4 zf=&bX^N=9%SyADfxY z{>0zj{y+bW+gG6rf5}@-5KaS&xuD;Kqf8h*|aX z1`o{h1NB#pz_#6$MkJj=%*ha9n?I6J*i&M%iDVvs-fFPk-%bunsRkNQKaYIR^%uC6 zUog^aJMN%xz9uwf(bv3IK%sqGYMLU)dGkhV!08)=Ane2XQn%D`+fQt@SCJP=j+uV2 ziwZNi&bp_zS5`_F(tS%&h+%U}A=tz#=LIo0rNTkcR}T?98}esZyBLQ-d?<9X{$*7L zq9T~K)5L-$L=ew-3uT??Tt{$z**tp(f)Qozq;L@(Dt|gm!lJVUBDkHGU<|U?BG;^+ zg&{;9Z`K(WukC=FM3=bs@o?7(&auG|F;?u$*<4u9`hrRn#C!jz3GBQ9LCy8kA44CV zgdbIW!9NKngS!bQi`W6Ze-b9~0|B)^k|4p?pAaOxTCH=!^mWh*rN6ASA!eRtp1%GC zEQP$kL4O^+5#i~|?KMW2@i35zgWNr>>n5~yn3Z}JK?YbBThsv$5*mS~Hp(lmD|a#o z-Y`3xNI%3^ZvD{wqx}0OB}~qRd`tQoz?X1LaAd@u;XEb8QVnO0+kVzZs@_|Tr(;r1 zQmUvOXyPKjIBq7?4s7j}#2-?cJ}LuV(4&OC0d~agdtj2$assij{&0-l76|dev!Xy# zcPCZMew==-fWnVKl-2pw8(35tAAVrgU{`tz{_BMH0H@n&cX|36`(PBYcl+ABxV6}! zTvXWW^3w2KJi)Zjn=}w&R~UYl9JC?T_pG>AeXCO-9=Njy==lNudl`9Ih&i)~?Iyd; zUz7Lt**W4jPPEnPH5~ckuUO>?@Vi26&e{Ez0WjZk6j2osE)DKeXDmeq}49^adGe%^zcGl z-*+FmPOP64m*kLWkd#ICNa`Zc3w-LoZUQcj*(8#~j+6B5Jvoi-bT++=s&4YQE@tiY z0pHlS4LxtW(9fRw&mnexmOo{V7!>v`yPlGEcx`%LNWaCf@6`W%tc}QdL)p;t;ioiiubshqvyH*?|-9*k#zhmHFc=%^<-Uz)epoc`il-xr^a^@eJYiH%z--e?t} z&Tx38i6vZu{)&gI?#N;>MMKG@)nXNkk>g@MB{JwJHjw!Y8w3-+30iT~)17CdTAxm8 zvf?!3fLm=2|B?q7%q-v6{SaEo15RX}LJTVpXJwWaQKUA|#&SL$qLypjU@ymIX|jr( zQ_9)n*06q>PXCZcAjWNFCLugz^L_d%hmkwbdJ?55hwFb)=8xG@5v<&S!Rf^@`lY#* zl({85O2g3zDO9P_MDK^uD6RLO7(cV@&2hAT+#H|)xzflDL)w~?tRKd}3S^G9F$Bt% zJaRteM-(ENV<>RXW6^3Ck1@pKMR3x^Xc?BqP!jmzevI(u9xdTX;w;%?M-0;5Gjv81 zit^x9iwa&YsNuyF69Ev&=zi_xnI?|(nF_~#ma7QdIB+AVAA55sSF?Jf#h2V+=A>j3rD#UAldToZaj;Dg#A=-Hs3>$MYD4W zzSCruQKJCjT;akfrBn&#BwCsi2cm74IPRn@>Li_D6$n|Pc;@+`4+KUTBm6>-69$e% zrWmc4P`=0HaECI+nkr%YX7XfeASha)=_iY^S)hHt?o`vp<5a>PisShm%M(vzeUB^e z7~^zgtrzb0CtF;RB@@wBZ@7ia;yY)>4M8zs76)s*lj~0_*CdNNiQLA1d$vJ)%$G>B zca(bC##+H1Yv0l7!Ew%kUm3$c3kF1Q3Gmg!JH1)Ol1g3}mflvqk;_j;%2@wkYIBlj z>M^tK^H&5RYNuho#T%;Y5(|(fnCnr`7)`1T?F!62$V;6IdEcRY8IU{HRZ%djr5=aE zTUi+KD?~8G8oiZWeSTZ*p0>~{q0W2LI;E?w(4E=i>BE$%f}L}-Ql8rtv}vL%)k{3I zOzxPT33e}BJ}ozN`PLObj6E+N>vbePx}(q`dI2Cx5{Ai^j^=W-IyiI7CFs{r8P2wX zNba+zg@S0w?l_(vQCc%BIYM1b$baIOv%2(^hzZ7uDxheLoAQTU?|%EKW={BkA_Gv*(?4|QdD>2+H!U4xIkbyR5Q`7u zx_xoKb^I1`UCNxTis`6oaP1gT&J)SXn&=eU1e*CNd&H4aj`EV#u((?%YvcN)=x1O{ zuH;#<_LM)68dn>aM$9-aJCfkrhI`qu39>IM+OS2mA_hs~yq@6Zs|`2arDzV#M+)$ui*{N- zdQT4#2igca^!T}?%)tpbzJE+v6qSMgVLL=1wMpRVrjnQRiI|#R#UcBQW>zNUr+1%5 zII#6*QVmVsnZ-u%rq#}!qFcSe|)Xh zB>l{T^5N~W@ULv!O(VY8qF?%nQ1w;s`MaEN1rq-x9(zr&8N05gXb*KpYY0Tk?8ptI z`D1xZ-MLJtAK`Xy8yd;7cdtWox*;hMZq-;g&?&tp*Os4VRl;s&NnlD_II4{`x7WXR z?{DOPX~-IXg_04GV%?*1B-r%zx$_BsG9?af%GYbcl}fY`Q_<~5ZqUMBuM;_WV-xV}0CL&87&lehy2yBWf z@j~c*T@5~tC$n9H_R=KlH%`uRftfY`jX}vr$Ca%jDO^zIDymH>LLIfnu{3H1l6bJi z7)9H=#(1}V4>ly5*jt-3CmI%!q%PwOfGDFhl&TBZ4M2HO-hB?swuallRFV=Wv9UcF zA}G#zW2sXTA1-2iKuE_GC>baf;_YZK?(@PP!BWYuf;JI^lzS8 z_(fKd4z`JC#eehX;Ek?{hVS`87TFg{ayfcUA2#JXV0-GT8>341h%yp&4#3*K;8G9 z0hw&IPGEqpyvrf-AAgKnm_6Q0Cx}Luq2;x6xelp)3tMhPn{lF=Y8myT(Kp|C~9i#H3>1xfD zw3)Zv|0}c})|(r6=PS_L`UyP}JH>LJq4h$EjplgZV2vl&#+@?rJ1_z`O{?MQ<48vq z7Y^hRroNLO{N^dtl^-i@7k;52fLor0-LimFpcnmXs6^hM0WXH`*8-mqX~M6Ck(}c* zN6(L;ZFP5!Jf!j?nHYY)iEFlWBykmQqI~I3nwESSG-upU%7;=+yo0_SO=104n}N|{J)nGihRm7R-lz2LNFi@B~z`RNA5Qi zYVX8Jv^>`RI!j>;ZS9IQpB>Vb>T##!NQOSGlpbT87n)`vTNa#4yO{SKe<(&vs2PRI z>PqHJ5h6{)te6&8kvdUkDDLhCD;G{CKPuDnOz5~!9!g>iL*9%Crg3~aBAvb&Lj}@& zAsrwh)JK9|;qJdYsk{|?S7L^w8!kP6+)!sQ_M*fjLTrRmkw_)fDCdzYh)!Z6Ig>(@ zTonCz@xA0gPEWuHP5m3Z`h=x5WtyHs2OLz(gxq@Hc)>{&HdM}X`FUJ}HLqf|swfxAi7Ok-pH*s)J;^PJ+M1%_~mb-$*HB?-UPRuXbjL6y!(2i-Zc z^uQoZBX~06hLvF+V?|tYM04iq$6Il6Y)&(MkJXSh#XVN$8o@oBN9mnu4I`UoljRco zmN>R+NG=qW2eIGMj1k9zW7-atHj0(<#C04@_G$^mQ_iA2oBdhBhhVRu(W(}~lXSmu z_M17T3}qK$BbmEJn;BaAh$&tp;=Y3VxVv>4bBr&SNOxg?S)^96-Y2wZblgmC#a&qI zvS_6x8%iP*{ke}uQN`U#J~YV$?P(FKN-SZZG;^#kg^E-T5)3W14-4FTJiEC{`y#OP z;auAIrHEjKGh0VSA!6j$w5n%_YS`iizVZKfJro^9y9M54o+>Ljv15irH8mRcl z<)M_Lc}*4FTphEwPPb^x4}@f^zQj}ReQUag*y{hvkPjP+nxAvO;KAtXKQ7&maTIDj zY_W?ghoe%F#=U!n70qaNRw*bNaH&ZVK6v8Eg@sK01|bZcl`$Sp2q21swwaudKCLXL z*HwM97aX<43y_jQGk6#Z#^c4W%uCYZ4;S?jAcGdQI+U>}&z6JbHl>!tc}ZqZnkl(t zupa-#g^_OD4~Hx@$3hKME|bw#3>k#LC`_cnFEEVdB)gBTqj36IK3^JPF!TVF?p zC3vTjl)@6xo{|*EAH=i7gb|%&P>SIa^s;t5l){>oE>Ng^oBZ3{2+O8EwhTOi=Vh-_ zY1FpU!2~>VNw8z|QlbHoUx9b4h1X3BF=E-h_>rWD33o|DEI~s-)M*&*vc(A(d0&x4 zISELJ1~p(GAs&DPeT556C)e}+yELK#LQ5O)30pxSdW`{UTdc}#yj_V4wpvVVm-*%!2mHL4B1N{Ff=I%UQCSa>B)CDh!^}6UHn4*RY8cH96K;j>FSzu z0PK;3XzCmbaOmg2^;Y7#r5wu*rY@40y<(l;IRguixrN&Eeib=;0OamW#_k`zyFK&T zCxcP}hP^UUH&g#mhg8tb2bzGoA610%j0~H2c(f~=9{d|-x-I)9o)jTR6ga^H4Vp1C zHOw(YKD|9%-IV4 zh_Ws|vPEN(Vys1BwRTct+CV68s<&l5O+aflN=`XXXkIH}NGga{X`zqVX?1fuly+gvGvu!AEm zcXucbdD+Iw^HKWtcnoFh$&TiD_n-vv`_Hus#8)l={Q&YSaWv2z6j+ksfb0q|5g%$k zM$NoyLjJ@L|K8i*M|?#N0~!hi@LUz4f>8Ux8oPa%PnVGIvY}wRT@wVs3rMg|e;?G0 zSw?>!-<1mr$N(Dr&@Ybh^a%Y<9Rl{<6-R!ehXfz=gFSY^v{&LNpoD&Kzy~L&0U9ja z4@SHKz=Eb+S+t?S`u#g-Py8_N&iy;+Pmgf#)S(~jV0r1?D{~1dO^1#(C-+>1l*Qhxs1nN-aXrF)HN>FM{JUI@JGN_D`@c4vF%p zMF<#Ww+I4s-~X}E6)3P#KbYW393F%m3c$PqAb=FFu~lN@LeDkoIfF;9JHu~>=DG@> zVDV#3+=183&Tv<%Q18qk;G=#3^VJ;GzW~Ya0(yl2H6?hUQ%Hc#?j%SC#E^ z1tdW9$^;F>Jpq7&eIE-2tM-G*t{O}~Dl~R?pq^eK!1etAjH{1xegp+x{wGl!0n`!- zM(+m`{d0iJ7lfKmCAFkP147W?_WnNRD{>Uj7$kVDU!3r%0pguF6o7Xnjs&_51>^1l zke|dq`w^6AtRmrt1bdFn_V2(y!9#<4`vEvtMKBlCaYXY>2(T7L3+cb?f)4?A z{3lIdKqi06`~7Kkup18l?xE}kMV}&o0-(TV{Q#<~BG`|N1n^$%Ac4@Kz=pd3#HSso zchyj^L4BF@62CMaxv%xQj?DnBN0T4l|P++QEFj`YB(lW#>Q9EokdOk6fjg2?N zKNnR%gDrRau%29?-=qGW3IOSoINW==EoWw#reoAESB+M@fa0)Kazf5yaWXj2N1RD^ z`(Xa%h;S%aZ5M#`WCHij9}0%v1(STFNtr-Ay@x%?l;9tMdd9+;uHCMD;leRk^HAbg z>@LQBam=R*D6r>lAKDWD88in0HVFY!?}G8N+QpbCtOIpYFP`}28G>1J zq7`YmuZUyFp4egE9sZN}9YTQa-*_O>kdM=S2?-j52J7{IYSFLA5kS--ALfXYKQ+L-=Y@hL zc8mVy?1xPzp`~uhJf!>*+^zvU@bG0gA_z}O(C^p(a^%Bj>>(e&9AKU+_K%RMK~@ZI z4HySN&V`ybgmu>Ya`3~T?@?WUF%?3&Gozu00DtZmC;b0tgEol-(tCq4A;(f|Pp=Y$j zV^m+K%uTm0wo)AW1yi7%hDVph;coX)iI~BP8%HgD_YwkOW0N3LZ@ynmuilz}2-M$x7yNRu&~tTHn1D>wm_ zWBX1ZRYfs8C1^T$s^B>+L082i#>%P`jR_B>FgZzI5lupvl8mJ@-jvCiMnj4N^OcLc zj>xr&L_Wi$NCi^124{+E87;9@feCv9X-Epn9QweWQAWL9js@1AG66IG=XbeLPA(Nk z7S%Y)F78o9+IUT>!DJ?aszC~Z@X$tIUO4ve5(?20#u>^L)VOl7yPp`EZMmuEw{h%v z%!EkGhFHQlEK^$IaZbm{$e`52zhzhQQB%0;e&S*#*PNQ1tdtS1 zCb#dNAfs4~3llC85}Ta9_s!}`kCIiR`HQ$bl}bgKg!?Cwc{<TJ=(HfAWxHrCdYF`vJdU%jboSX7+|2-6EhrALN;Su6paAbg@=NlUb>VuU5C zS47e8F@a}j9|%7v05qE#ba3G(}5Cf`;}5LAu(XmAV2}7l&_7p49SKWtd_`m z{S{&Ke7Z&=rk`-cApKpx6zNe$`;OPB2VR45ufKrhMQjrxdC^C5&YI;iW#h>;Zl>wk(M`g(qM>AjW@owVT3fOOT|Lalt)yqO2^_f{Vxnt z{Vjajyd^yurzJi5pOcu%r3bkbm}rF%t<&={-SKl0`={hoTQyZ$NeH{tN7cXJAjy;@ zbGPqKaJ+KgR)#WtlcS_hV2J3_Qux9Cc&=39^-#{CkT!0(EJf6GtuCRNUj3zt!Wj_< z$$eYBXWNrZuqr=Lv%`%mhK4AOxwMTwhRQ;Y%1VKmJCiA0u7vOFM&(AOfkY6KF9t>g zR{(JIfRPayZ@PkVXEtV7V&t2^I;PMq4o$+zG)-=h&FUOg2~!?qdfG#{X@jB%55^gF2>Z91f3iT8U{fbM$Wht zH1|nM#9?!oaSW3>rDG~ms5A;hd&81Sb((paau~)K|C~{YnB->rewZAniKW*ZsOp>2 z3RKPvqqRz!CVh>-3o|YV8e4neJIPVX9QiUBccnYNcmhbyn90JcRuO#?&umjFC>SIf z4K6ON5VlV%>J+_nh6B+P$pl#DU-T^_I{LtJ^Qt?D{2{M}U&$DkbJg1&85=4dkXf<$WWFpd_gL<)f!8K+Z9xaU_Sg3PaG z34+N3Zu3O8O1bKZ=?X<55UZ%H3JQgvQRgP?>eDn_^;{b#R+X7#r08%LGjo60o_c9f zy6N|)r>qGI!^0C#?%zyKpexYvXF#db*%Qv_$q+)ocm#1C@~F*73u?HP=DWo!sKc~n zW+x7szA`(9@L00BbIC9<+hn^V5?V3YD8QD56Kd1i-kPfX(qorWfGyaR?wmwGjVS6H zU)V_+WL(tfkqg)4Qk`Vds*TT$)LVkd%_;0=;au=!6Kwce__obcf~{_$&8P3Ke(=B; z17mgg(@FtXU7v6$-mG!ol5K?z{zUg1Etcdd#b3HfV!3Sf1Dn5k<+t#dWg}_EvFa7- z!5k*^k({}HA?viXC(6H7t;q<5%j4B1XWT0|ebkmTke=th(%Z`#K!DLVZ&T|Wnjs52rUu=dK-w2cBTt2$A&2yUCPIEPp zP%61v+Nv+hY3s)SeZ@{xaZ%1l{H6VO#z0!Ms!c(z1Xo*5Ysl87b;@(rQw3QCnGSga z>KUrbSjB-CDQ9=FpE#W6%Ks|H+~7PX+CKIK-7H`?T0R{S(zO8xaYglNFspMRy*FD4Lju}zI^Li*{tARFjsw#o&v<%RW}j)gg$n95&vMaOwQ3EI& zwM)=-XOHwV$zP^()7FV?`JtY_teIbD6|X+} z#FyO^yFvUS;@fEUD`DSZIii8)WDtnII~9%!uj9AYeYKFvlQ=}kl5 zP+Z*jt+A1Uojq!atwW&9&?#Xlm+F=36>A5%J|Yd7{^*f~VO&`>Be!f;ZE-y=o^}*@ zRPqXT_qHEkGtFsDyv+2i-QDtgZnoA72T+rm0~1l*x0TA_-sA``n<}y*dMaClF6u=j zk|eIgF;wz4frlvW&v{+>udlvs`D)Be)j#YX$ts!f**wjUP2-j^RpAUsyv-s063H2H z8|1Ri$S2Ar$R)5uv)CFO3l8&dCw2fohX|&m^m=>urlbf8+FM2FW3q)KI}!XL{;HEF z+7pwKOrJ43GbPMFq>xyf{tdBjdy4X6yWx*=k=%N{oJnrtfER)6;+Pl3qi%7YpPwmF zSy0_K)45(VGqZ9tx(d3J+kUoNtay*T_^wNxlr)PGD&|?+aNL$(cAZGfh;!U1CI_*# zmg5Q%>bLzo3P{LEH%j#S0ue-v_8@)FqPd#GlLQKnpg&F}a{eSIHSKcUkIYSSSY{XG zcNxat@$j^?B`(lMj#ACEDn`>tTUx8T#abOTL?NO!v8f&hsR{mUeC>d5XpCexuf_BR za*bO0T0dv54p=ew&`Xacpya&_9j%8R5w1sbwH1(}Kd4!cG;8CfAql8!UstJDX`Vx$ zg_OZiYeTW}q`tx<36%Clf2KC&)R98~M4~|Itx*m$m3-j}*p+6!mPW*3av{l$jnb3kYOn+$}Pnb)IrUKJVj*3-c|H3T-LVR*BDpIZ>+fhBPk)u%N7j+u- z2~YF4mvjb9>Sz0UX*!!)9PbibZ`=~^Y{SVxC@M(obbJh(a!GCN;P`R&)N8B2_%sQm z=;O}>K|>IY`ji*tOvi=Q+)qd)+;8&qDHAeGGtzZ;G3>SZKXG}eDACWLf1m@u;8Naa zNIDurWxzXRJ9(L&jZ-!w zylCRFw7wcrH^4z&2`>U#F|MsOnu0e|lMMQh3U==sXB~IrJVnk|79JiVK0$l!I>fRK z_}j}X!6ANOYxgCA#ik9OYhMh(ha^<;^XmJg0<44Tb1r7@=9>1?)noZPZaguIu|dw~ zI6WPwxvS1fFdM%Ubm@7BOBCwWqPAn|kiGHcRh8xfm!QCN8*XY-j(-$QG?g%!4{k%U zf?+MEfyv<2o_cv4&Y9Zf3>908_)eBjTXfUT(w9c~DT-e7x2+4?mleEy7f4X_5wRZ5 z=$iAWhxfa{Zhx^)BE7cPYBy`?B}Ii`j(>OP&%&v_dtVzmYs{(j)=;{`5oD)@yBBP8 zyRchdW)BB5oslbUJMQaGD)vKYXP3@HD>RT@3GS{>t=HJ4qa&YXyBvHSuozoX?umu1 z6+D*+9wUE>#;C0?z3)0OZ4zH6(vWVfYL%mBb67dnyu0mbn72|Ifu1A1>NYoS&V5~c zT-eDQ_)0MDnh2|sc)x-FEnCM^jUYL-TveC@&l<)z6&9G2k+8WvDwL1G>rmuuy zElwL7fxm_iC0pjJJcHQ$b@E7GY5w{eeP5QGxcN+-8E@$C&BK`Q*Rx}5ubGXGd2Ub`6 z7zGnMD9@cHtNg62Qgq+9!-t0zxFR|G#5PENKB>rcyPc?v9$Srh@vl31ooD>{5mZ?e zpe>UDC`$Nurg$n51qv%Pr zrlV%1S9DSIMNnS50v8T^L$Pb5?^{qp-M4eZ<$4eqJk*j9=&`oQESfjBUUd7TJ4>s_ zIB!e!-M=arNIQdDD0Jy@8g`DaY_eo!WEKYr-yWdaZd61r{`{qf9e>p2fy{%X&evU; z-$he-Cd5wd9*`^wj+Z02x7s6j@yC(18ANzCB* z1|mY1#l)%ev63ck>-F&ds+l-Ou+RhjuIG3EwR|7Fi(d~;XuN1^a?@rMV|fd<6q)uH z!l|}z-=PTeUK^q#xObHD?-DalEJp2LRS9HG)*+x3w|@gwmZ$R`-FzN*2LfX4wQ=`> z?->s{zphQbfn|BQScJ~fsSVn-v$eWw^>p=W2ky^nW@=DtzM?sa2{V;@z4AGuW{veJ zukKaK!rK(p0dR^C{R7=+PJQx+;$SCZN7aZ;;!k~>yS9vMJ}x|Zf}`m>`sxbw9b0~% z{!pC`IYv|UhG%+mUK`80c385p$qyEFvMR_CXAw&cR_Og?u<6>pa$B{7JHjc7X9V(k z1~OkCC~jY%aeIn9BmfH+YE<);*0b7=CXKTcp|}0sZr+w~ABnU@a)eIKM4sb2sg!qi zr{;1%yM=jH#y(N{Zz)%P?>+My$idys?UBG=bv~(otxW`51|SPwsD1NhV)<%_VFS{G zk6L4%|N4TtZ_D&i6ax>jX@82`49nbiswcouq*6>OYf$kYW^`4MbjKOO_{3r!hY%>z%M3X^_p{X zHrbcikItm&In7i3)s)S2%yh)Ge>hk+B}x0I5A$}Ef@x<24BEa~hdE_vD7fjX0xl?z z>5nh3T_>s}E(!7q>~aP7@0RG4-)=vJp1PAkbU}Rg3E-;EyQIscH`~DX?*qku-k-65 zCH~gx)rty-GsBF?Q-utQP zW>EhXB6uuQsG|2==#2lPOpQ1b^?LTisjuUjaON?>e+I1~RW#u?OVCN#FtDuatw1gc zN4z6;pi{?t38a)X2LI53M#v-iqruz0S8BM#?(c?5yVfpW(sOVP2+k*Ojix-X z=y0jD`(`~z^+)&*bO(O74$^~L-l zxuxw#V(;p)UXDwB_g^oEK2C$5WkZreq)2k7X;u1xffva;stE=J!CpZ!&cT1zj_dgo zoKHqxgXjKKh~%s~y$)${-y}_VObLV9ZE`#AY9x+Mjl^yYUUDKH*u!Hg=T=a$D$e_O zYTYUxq|TfP3KOT!+w1Ndl<|E?{PtpO`rV_-rk1(yg6G_k4V?B@%LiNvjV$JX%8dx) zrkK8TY*3R|LO{`~hmF3z2-437npL_BEC-AD^%h@xga~REddN&V^uG-{)|y7Ll{yP) zomlrB+hVA4Y$2v#Qw;(~?cXZK5|R=NF!aB<54u_5s>o#bzR=ZT{U7@jiW+;0?+PKNItrsqfH8s1SF2EjhXnFgCbtIvayz zcJNVjnfDthjNc1vG0B!k7ZZG-`K%3W1ggW$V+^RhEX zWmy9S(@h?|FEW;2$$9ieJMKzn6rW4pHC{*&lr}J?Juiv$TKwY1&ucCXQ|Y{S?&$0c zX6oCK-Xg#K3B5kBt&@rlge=<&i$ynb!SbZ(SPnrAARc|~o@04BlZkpRaz?R17t%dv z4tQJBIW`26K{IX3x%VzsGu;Q#W2}v?a4;u^k6jH(&WU$+)7+eY2?O@Or}`ymn(1TP zQ)3NX#SoVA(SN^=QG_u#HG1LLDn6{aWn@b=ZhCM;V!44et ztzoAHdtxfSMZKDt*6Dq;(G@_m4LIKm-QsR2%vKkv{e5QG?6ov1C>h z8+y`DBsSL`!(+-j$KPD5cACd!5_9dwCM_3Aug4ZKGr(`WMYFb^f4GCZZy`-C^Hw>n zfbmz*YQ#?Mg-^{6@^#1Jcz#On)gYN2&=Oq*byA&&uC4>hM$__k$rRd-o#&(J@0@7p zYiOFRw=GHUavP_Zoi1^Y<+~U023=e39yf=i^P9?Pvnpj(OEE>E#p6j}WROZj(0bi5 zFA;G;X>OW0CD?eW%&BIstD~|}OwiHStO1S~d8gfYXTr&}K)%9>4?J*c)#BG<>3N`T zTHu|+2K)3j6(T*Rqw!mcuo2ey>dHp1*2YTg451hiq}C$#e%&!+8yUvT3J-)`3j zQrp5J+Mo|NXHz?xhypscBGgR&^7e@I1zq1K%Mc6k+X|kT*^XyLm5beXIq%F)sqz0j z6lHACE~y?q>gN4b3-T7HGI*TLQm?g6&=cSnowmE#zTXl92n6qs5EtEp6;5(n9*;=b z0<4)I-dpXDa~fY#qf)rZeD55zYwq6)Zjx_bq0tf;roDz1eG&nF-jh=gL;Sz}aPOQ_ z=CX~{EPnp!u$Eb}^^$+IJ2^k)sv(b>TmMxz5>x}s;p0xK@CkglXjiNpZCar?Qf{$` zvu_h$aog#v3+)zk)a2 zc60)Co~C;`Rb1cd9*YkWe&!yw#u0HhfIEs-R*f3uf34~4{Mn~%kj*eW_Mzep+EcSA z>-=7Jmfy!_dvUhNQ)cwoeuVu{w`#Ftxsf1QZK0MZMGWYE0}@&d@auv&b*+KKXqgim4ao>&tiL z{UdGBz*-|4udI;QBEVp2TH^nCaO6ew%;d$}c=J;7H+h=#>%^vhpm&2s7;6@~(6o|^ z&*@(FA|xr$hTqSQ+r~kE6GYoE%V!a$AKW45u^&f@b#F5Q+)4B?$XRRFn39+J@mYY0 zPCCN6_6IjO!)Z8uE!_g_HVrLZ&EGxeMTJ;50NwH zjC@Bg=hYYJt@k;Wu0%Idp?2@B#gD&4ao#XLWONB|s}+}BK&9`%!o&>8!+7PC0z$v% zsg5iXZ&NFS(aLhO6-)NBywM=jmdll>w|lPV(zg1ksX`&!ayBs%;`AkNUA{F(|BW|; zB0wOPfq>%M-dg!0`_DLK??93nv5Kw4y8LshjZt;Kl%SXx1My8kx|!z7UZ9&;g3qJ+ z{f-j2ox^$^HPQij>p>>Cus3~iL(0@T3w@~`5rKQj(@_n-5 z{k(qj%4<96ZEd5cLfqd-pYr}N<9S*E@e;hk$83`>W&l1_eRQ~p)XDjM3MTkzb$!we z=;Pt{D?K0SG7ElxB_7Pc(?%d-)b8=wU$+GZjO5TZ!Q*>Rqp_ph-nxqJdb)e-@#uuf zKI}|B!#^G#S{I-&;T_f?2{^0{HxCrYSfOH5mq`GZLhCyl(c!7+Wbt^&AaTX!rKcwx z$HPQ!p*&%~jya9ngs?E%7st+hj^!a|1l+TO9*fz2+!j<&l%j zvL(i$>flgo$1oyIw^7=@)JeeF%%X)BMc0OC^SAJDa=~;zvN~+@v5PAdoVS}9Ccj_I zgq}S_1~zM*PHst=Kjh_Is4=-HpWSndf|75IW@(Us%NXa^L}cDOeMm z5ItJ`hI6?Q^+Wf<<|n^ncd*M;RU7us0~>PfT!Ze!c=OR^;kmHt&%oD5Tj8O)qwb^c zEWMUNB1gWU%d9@17~^c`lw0k*^TmKi?}1q4X7EtmoLFo!a)8^@-ZFjc+}tnL5-p}J z8jyq76z5;mm;5)7(`s~W(#5;MsyXkenLza%QDaJXkQrdYx*yr0(rUgkNJocidMgc! zDeD-itW^4mQo{Au8F6Exz(Wq-Hy%ORg|LPmyP5P8qgFbYJv2@38A_{-W4q#@yu^-{jV;DK6?N-1?p! z86=7K)aZ#?wcj9@d6uk*Bsm+M-)qdM8w3Khr8bqe6s_H=sF+>Ej7{h>UnkW-k`r6t z=Sx9+p_$ixE!_rO9A4FT(nV{dIYzcvo$a@MYt=wfeZ4U?J^r3g0>KjYt#CDg>(|Qk zzYdN4vV7;7rh{I00y+xcon9V!1aCm~V|m|it;xDH1@3_>Tv-L^iJHbBALj|Qi|5GN z0o5Syvu#FlqV6k?sVVtK|3}AN=Rj7Gm01?%fY}_~u{icD!=4`B+c<*`Kl=!3XMq#L ziH#tm#UBT4*q5Q!5B*WvMLM!Cj(?df0{h;R4=a9^8%1XN_!|*G$eCbGq9R#2TY7l9 zTbVii2XryFM@8c2;NYd;p!g4LK*3=^!OOvKL_xuAK*7buN5RW4_4J@bmrS68NW?^PfQif*))A+#h!QlPmb4;X~gC z#L4j?jz{1h2`9%ty*&T;I5|H=@bdA0u>DiS$;J6kj^O_ia{V)g=RaHH;{W%Ci}%Bh z|LjfRe;9iQ=uCp{eK7XKwrx9^*tTs?tcfPJZQHhOn-kmKWWL|G|J^;Sld5`eS6AJ- z_o?Uhd*1F&)t5*bp9XAS*s^hO{I@InKLh?@&hd5Te-v_j+y7Ejas0!U;ag<-R?5uujm|$~nVJ7h03$xzzlmXH`5u{x=?kNOv+xZ$6UTQScIGb! znHaxOW@r8ygPHZa0Xxh0e6!HwGqSS(C$li(v;KpQo#op#mT%YC|IHTzJ3ceRH!AFG z->9(vQ}qoS6a9b0@1g&}_J#fb62EGh=$ZZ}vweMjd(83e%zqkle3R^dM8>aLR`&0C z}@>f>|diHPs{#o)Re|hm=`5WecvNrzzDGpfwR~&qE{|lwB zim!%WCH=QOU*&&Y_^$oV-%VdJ9Z~-o=ZnW*@$(%y|BadNX!(wl|3=8aK3_rc9S#2tga7jXpBHTZd-?6#S19}= z+gA+y=kv?6FS>v8{NM2xala}3rIqEI#Q$aQ*SW9B_#)~55cQj(-_-nf%>0GO7a9M{ z!f*P0jr4D{?0Frp7MRnQ zgtQ@S?A$H%+w#Y%&cm6c?4COA$FD4dw&^j5N~P94JLLX4Qtc@iKhe(SIcB_8WqRK@ zcpHP|l0M$B2El?PnNe4!14>KsHOw*#H2&;=9CNXRKaANq^YI3^Ri3mqKR%8hTy6-i zB&grSr|&Q3NKJczOeXzuA)gKV7fC3HkpG7Xupy1IPbh_ce`d9Bls=_|Ckb zJ(ULTuTokbFE+ilv~QM;*jCzB&TiBM1aS9P_Wy>!y9o{x`Ub#5K-@r(KWUW(SK5At zn!SgaDbJU(!5t%7ZZ9SfT{Vo6cWimOQ zp2G3#?|90uDqz9oK013dw_uAWC>6k`JEpU zbhS5HDuO@yOat1Pal~EbMmA`JmnB^SHJ>7P=NI0ey0Z?DcEeiP>b;$^Iah3LJnrBD zn!o@g-}+W4!)13~?++F!M2! z)F~K<<=A!9hYu{y09=0zG!+Em)^vW1JyCTMK?f&OF!XLAUltHCY`|^~sMotuL2Q9U zDEELqw(RbQ8qg=W&(*Ky&oo!ZsJ_Xn!HWNeO8Se`h6AEWqbdK|MrIG_O#{wtLuBTe|@h$vF#uo$-ECdkrJZ`lYrnV)SP_+ zSdbmE0ZqEK)L^lkzHT#n>*BQk)Mv`_&MeBym-|m-8Krk#(HnHUhTahY`LV>?5_McilRNX zs)5!>oy=!xQlX&uo>4j)dQ&?ayPMlP0{R?xLkdO~j>pEjJ#~NJYAoxVxR#KzBPA;- zjj>lP$yzpG#fT}?A+yaPp=Xd+Rido|d`^jXmEod;OZCcGox4{a>a09iTKLONsYTl` zZt6fO`q#jgJ*B;jaeSPZ1B%jtbUc<$ zpV`lxc`04Nywn{_J;dVlt{TG@P7fJNL;tbU9|zJ(;$B6zDNvo93#jvI**a+=3kzlL z)|hT6nm^XbA7!}FTPP@dY9F%QT5R2hc2yEiA!<0zex^75lg1Km(+ge5~!mr$)d zu(WhwX~c3~X1uUncIzan(zLf|B%+kuwy>6zQgRlC<3BFK!PvEMsBEd#DJSaR#s*6G ztLed%++nbV#tq4X#6zp5Lq*e%UUQPPRb-7>!q8Odc3pk~ku=5@6ElF)Wt3dJ3~otj zFt(C0*fEg+OCVT}&WYnmF3y>%! zBRmzeF>2a^zE~!?TS`bb$|ICf#quDwJp@g(WU5IgmO=2o$7e_4Y;U=0$O$AmDrfsqcfhyjgRxPqA~;hi(%aCAhWY- zG4c8D>2(xa+ss4D%(`M_oA7!v$2IQHbcOZ~t9qKBC59)O9B9&V^8@A;X7OR7De5^3 z4+@)wUlnt1KY$Xb>Zr994ckW%rMP_Hjrv=8Qtt9@+bs1AT8QRa#ZOK-?+bZy|%Qi3~6;N}$RrQ|QwlyUHQE z9O0E9I09dHH`!_+akPnN_v6wC&toFZsN2WMBs+(BUld>FhF=CB5c)y}!E7B%q}l$+ zscz&G+U70byloLnf)BVN}mX?`## znvk{&jEP(LBYG<5FzCF<&#vpa13g);*OR;WVbOivfXs1%PA?lKknR=8Jk)>Ysb9Sy zMKp0c4Wyn|Gj7aXrf!0xysMb>(&)N!GLO2YLZ|Yggwesmc;Bn!LXH@7eVwDisj0C? zVM&Oz!LA_ogAQxQsbz+A5_w`-xvtEc?Uo>~PMei+O(Z=6AtvT{ezGd#M}g`HDD{Fj z^R-8j4;?Sx=IpgNQ5aF!G;W6lY8pEMIBLa3G%Juqtzuk&S&|~zAPCj6dTdIZAlq@; zrlcuYL%NxpQEQbwhXZ}TWD^M67!@5H11%mG^Z3;#1rkSCh&J)+HbRL*z7S%;({)5K z)fA0$6lxl}LHKSKvI|l(>iMwy!UC<6G&%d|Y|kQgPn~uTtm~geH_ATecIU#_^ zgv&JZ4BqnONECv$NQ?WZp5N%}G{=~dM)3I}c791~# z6#r4@ky4+QcA!2oUGQ71uQwu6A|~bXyNt)@02$94OUiHfb*V8JtAG(xPU`Tor73dqW}RO z%7pnAj__*92k2y7-6Va3ebj(Q%nG8MsuLJtb!~J(c&^hO zVK9pHHYe8srI8SJKd8veXK(%Wh}TeCn+OZ_GLR)F1{&bJV@b9$%d3%0tDH0SP-k0U z;P3t9mWt&rX>HJ7epJ_Hd^W&R`mE`qu^XWl`**;i!=t)&SN1@$mTRvb>M33u>ZAqL zWBJ_ls;w9ev$BajBgdX+4NAjS*lY8C;9zd*gW4LM-aE>E`rWx;aQG;~U1*HLa%B;% zpl0Z6bjzJu_ODySF&0A(7|U$HNqT#;J0J!yF@hX(_KS|mf0~i6RrWe!~%J8CJT#v-N|Rq z*Djvu>Ea*+XJ0I9Ku66opTQkyYnl7bkQ3Q9NAO+6W2bWU_)gmu^BRCqbZg)c=LJ?v zIEo>|P{aSrDS%ysexzVdcbKfEYqzjYP}UcZVbSuRTA}~WK??D_^AsY!<3Qik$Iq|? z$A7>ohJ2tV-D^r&-%00h=G*3)RXrpmqFu}d>v{WKJs}CTQvGC~h0422^3n|#4TIX2 z$rC<5bjZdGZBFO?G-Bp6)m@;JjqhBd1LuL8N1a~c7dEmzui6=}@(pLls==}6$%QRh zigCy34Q?Xf^(iLIP0*(#7`+qjPeRZQ0ulnXXU!Fhde~u>ch9GjJ1mjTtD4RdwlXNsy{{}i<$M8FbcPr`KR|BaL_#uWqiGFIx+4m!#Z)qoFVf7erJ_CHt zvmdixJy;UKR(O5}n7PQdWysh6EC@}Qf0Fk}Yz)sATv$%UBc7iJGkZLif50WW*C?r- zia(({(xZAfwwuNUe;~HIfsNp+EKnu-DpSK^48--GE%Mb6)#{Nc5uL2kv-4X*1W3T*) z*M)mkW3Lv7wS;>m#n{DqZ4f6(_5TDs#xW`hCzAsoB9EbvL3WAt%EsEkL4u2Y?XJ~A zOdY2{BGKVB7g}E~KlWm|lGFFbwQ%HRH6Mm~pF80(Lx$ab2Vo#ZMKMf#*q_2wtDZT> zmqV(PsU+VF8#VQ7`I=)r@NnB&2$$`MgE{ZeF8a_80IQJY3nVzgO#X0!lV~n*&@N?3 z>*T*gi}c<%6Oq-RL7Ln3iM(Qnpmy~4&| zjI^%SaHSr3c6M16tIaG5acpynI_tLypkRgXrhu(+W!h%qu2`3rr{d{yE!s?y0c$RdTg4ydby_2YU))TnRM$zJa{d6$RltY zuRONH@|kyT-hWtR&+gm*cJ|x~cq{d%ngYxFtz?(iT>MIM%k-2t?7+mjIKR~zsqM(5 zT36&jYi$UubnT19rKVt=TJI*Da%0!=_ec>v?qPUzw^*0tR<^H1Tr{mJ0uY869DyW1 zb8TWRp~JES<0gSdjTaGbVwCR^+$zl~$jYUgm!0>x$Ms6wERaRO$tBhht}{axmM6O* zMENNdG8jqm^I?Wgn5;%>s4jlVETlHx3(u%BDj2!YpEJ<1aN_nvtj@g}DK%;2r0CXD z-k=|iuSZq%%H+@AXD18wYL3#V31vzDiBj(e(29=U{&lPHB8lS5R7O*P zX5mB?Y*l}Ud!R7Ed#2)8S+0(H`(vE5=%vN-Y`LeUGWE5jg206QZ0@zM)Q6v^8Rzer zC!zKN47_0j=k&`>_AI zv_oOOo2Pe7Sq*fZc~>1NXeQhS4MY337?QP$nrJCIOKO|glA8K-{Sn#fb^1{Ue^w;X z$*bl)?nFbPuRM(O);O(<1{3=+DtBn`fKj%wwESnea?{nmDNcCb!Pb=g+KXzsv%D_t z06i|yQ~QTSQPt0j3avMmi7@qF1ywm{sBDwA=i23tEO*M32@#!WQ(uo+v>RT8@6bv1TlNM)ztEm*7<<#mrGve%A^% zk|`7yu;8qV1Hxu~u>vzWsQlwP3m2q(wLXP{I}^;~14B2kX#q#Q) zNwsQd)wz+l!61Lq$Rd0Yc94op-x#!Pzgb>HMRni=CJZ)#_AE|1eFO!=d%KBStn1+JtN%yz+9xyf*9h z%lJbw<{)MD)kOW#9r6x>QiE~n;kjaM>AQj~hE1~J~& z2g4=>H~(7L!4EDtPHS>uj~s4bewkq3K@iKauY+DpVp!<}1$D@zA65`^vIbPN1N=pg zj#vH(pGsgoFLnvfeKN-k zJya-A;b!Is%=~U6HJ@4DP@YeI-aOUaUnq~x2&U=bQx0l>UN%GWy8a9{C#4=ETo8Ofeo$#IUezR{xDW$u`F{pv!9!Onk@D=f z?K|DzRuoAdKOVKMXS^A{(cR-TpO93e+60nqGwtFV8^N~tIL3{QI6H8)1Ywhkjs(>w zP8OlfB5AQT`M!RA?@n=d26c%v%QVYB?%17P2L>+t((9PiinAN~%-qqZK%nuy1mMzaofB1k64re?$8WLD$$7Q$?<`rX;G3E?E;i zD#~Us?M~Jah1+vT{?7F7Cwb^_W!w}{wkxpC8E?Vmg2g*!cX^fahQJ%>PK)de(H6kd zi_|OoCyul3qYa(D-SZ@84oRkq1*UHa?h^e13pcm}xTHDA6?}(F3q@kfcgkY@635J5 zwy&%|ymgEiNsNU9kEJfYoD^#qb$-8LU+1Qp^i^?ReSQ{eA7s=j$42_EczwX)jQSIG zj%2QIhq_1t#09v@$Er9 z;Xfj_k90`iz1cj`*b*Nb1@n$hh)_Kt=+e~tCAGn2?y^QxZDXuL=)Fm_L!P^mx?#Wf zdMb$V9vVCea3fU|$9uq4`a&O9=|fCi-`laNPgVtJW(RA*;&l_bQVv3+9g`j@j6gf0 z;N=(&1IT?aJTy&-)9wTyHz(HHKc2`;Z*`ln_hRkPT!53mBfKE9`SVeXlWe#GRr;Lj z37%OjQ`X;f5mWgR(QF?^<+!w^Q|)&o>;BO(W_YRZaBT&jftz<=svZnU{KdOE0CWfc zxLb$x4ibf04>k29aA#1}?PJ3m(JRp-F?|YfMfYRsk8q9XcIL7~Gr2SPeh%L)!giu=Q&Q(ns)=qFOQPgJ8gK z;J-hm&kC2Trdx+{f;zwx_3u2eRi7Cq?QmV-Ljz4`H`S1uaFJ7z&{4JC0}ciO4Uky&me4 z3;?#AV*}mza8ghAh8#fdrNQvE1Xo^;U)8KKeC+SHJNsge_aIEwDox8DdQ_kpGk1ul z#qgs~l;ncEm7xkL@HeqDX05Aj9%NuA;Mk%HJsyn(5y7_-NGdeNJ7dH}-t zlqHnNsao5;*0WTco|gco($ar-df)s;av0J(h9~VwgiG+^JGI}Y5o!aOq6c^0i+Hg* zZ?E*V`VcF#baE?tKt6jGeJsMgHnaBVP;+ah64JY$4B{q(*Zk>x{j!<7tl)(s^Rm&( z!dV5E`G24vlb4`s*6h&qUMt6wqk1rm(A&Dsj|jmrMo1L-TPvp;q*ND`(Gxg}x^eW4 zfD)rSQke9fM&KV^u~2ma9Lu@4Gy=qDP|eP+LBSoqd*AE;Rc7U9adW)Ma~pHn^Ig0U zYW?|9J1o@*H9+7Y)^RjBS{SfeV1*TY+@N5EKCVX!RnPB!R@H2v==XtqN+TrCO>+#m z!p|K#Ab^H$B;Gr3R;Pb5Z;@Lgi(I!-uBkVCXC$r?M-gu8*tif27)&vYADp$@nS%oCjT9BIA@IgH< z#q?dp80v6#54zN+s<@rDFXcF&Gj7JJ9-TwmLPKITnOWv=cebNnf1sbDwS#!V?9m`N z$Rf+fj>Y`fy&v*HDA=NpSZ(x?rXab^&uY?OEIFe`)WV{IA`S(`;)IvC&0dNE#lm=G z@If%o&DRk$S?X5C`V!N>1xbRPT!3CL}7V2x!=@8 zcj6RD*}U(D@p#jsCpM#9a&4P-BE{FO8g<`yK@_!ukVCwzG~FqMy-JglYlX@N zWYDI~&h`LBvc0^^!wutCdQw5tQkVd8a(j$GXZRyXappS34KUeq1|Jz|;{r-Q`uGiW zdGS_~6tBHTMDKAI5xI@Q;Uq+(aO=5d$NYazNceAuX4wtoB}tQR0A(aPXpCBxWEU7P zKd252ky|XXJ6c7RDA!?6c!z70nj%(9qpdu6prgPCtFv;3T5Av{bKt8W1rz3oG}^JI zikSJI715k!9ZaJR0IdpTV=<6gtKnPGWbOaX#gLX(R`z7DzFtVbhuTr71hPO??5Ke0W>mZ!0o>!0HI_6o2 zeTTJ&do0#D%w{cX;LoP;;}@55ph@T1{??3{g% z;Zq-axbYq_Cb#||sCJq*02J2iGSl0`co<`xzbiCz!7UZ1DrX$V96~b16eX&OflsO6 zxjcqU5fgKjRtn0dYj^rVTqaSPwwsL)sq@)*FKsKT8~YWC=D{huW@&76R3KlS#c-{e zBTPx7in0zZ=clGY)}uy5xx5EteZS7yDNU2iU7}{LSYo0kv?R+-3U~Pgm2A7T_4+gz z)~c8$gf6&!7d0si9q5B^=xY6(Mm`VAHIn4)Y*9R7)rRR18sMu;xCAY^*cf?_tHLth z`punP8U53Ot}UPK!(+3eF6%X&mvS%OtAq$&E7to_oGWEUv|!cjTk(>9E#eUJBjFU3 zeMJzPSZa$!iH_v2nNQ137~u~gqH&@C^8h;`!^;OQ#xMrHl`N*l<;hWX!>|G&8_E6U zkJFEG{&t+_0-?#(1aq;cim!#i58Mg|E*dT(0%;a28m$LUtz9&6>x8ZGH2A8;UHgsN zXa;PWR;*3@fr(zmne!&~lc-I4%<1zBOihf6KG~hGsJEh;(6~5{kGCiEn?Tt!Sksip zc@JBMc~4u1aa(9J%|~F>F6V>|@hohF*mgIa&Y1MUG@E6Hl=3a(ek~ma{%TprCR+%1 z%O2oxaAS`!k$ju9^WMuqc=XSni+owq#_1g8xz=>qzez^u;#sXfCE9Cdvj0u5Xu=kp zhm8ZWIi-B?e1s9q)8X0Xq#)NUAW%nYedtN77n%FxhYCYzXvI3I@-hy}IPD17L}*1# zQ~Y?igNKYr3-C;7^H@PTvJjks#q%&5plTKY5ziP5(E*LOWKBU2VSIjkGurI)U<<|VI@Pg5&e(Ly>;>@{@wopc16--Be=%hXA$Pb zXi?ONz)R9J@HZ(x&zW!q#iNbK>X0XNLO_xD^5@Cj%r1tbVgAJ!$*KKqS2pwa?SUZm$x2|)$*m{La)?e{)94$6&~8W+ z-QUw^w>Kznq$;LmVSlsg@ER=Y?vVcd#p4jz@Id>f5TWsyp=bu?A>Lh{Gosd}sH4pb zvTgx~5;KWw@rNuzBX+2vtNTCJn_|m(%PY>ne7iD;4Df5#daN-fbrE1lxqmfGI16z( zkrFJhvV{wW3L0fuchjV$C!%qHUv3;|s=<%{oU5GMSgi$LAHem9IfBWUhB_#|EFRsR z<)fjJ(w61UQxtDH^30X!Bw1`d=-rp5LMJLMEhy89kNgF0V@p@PK3XneImeRi8gy(< z#4gx)sYIlh@bEX1teKDd2(N;&UmyyG=(#y{7)V>R$P_ zGopS-{tCHpuhx9m6g$e~feR9SjU)T9BS!1}wIPnaQOwW7^HQ_%GqFFhGK|uEwG8n0 zo)|M*LyaJY_qt7DY3M1|&hJ;9R?O2ABANUlSb|`4+>lWY(0;_cZT&!z=)#H(gd#($ z&j76Ia7Da7P&20-q!um_UeJ=)XO))SFL$WV$ilUHzUZCcLVJe2K-tLou{N1z-!~|i z$lhpq8o@*xs>Ah;-`HfciE(2;*K~PGq2>DOn@}`8(IsDBy?AM^#n$FM@w^w$^~q{? za$Scp?Rb?D(B-@3gIFZ+Csxsf^arPcEMykdiV;@B%B4o`)InF{YRT>UL{t=&IYiQCTQaxMefY~O@IE|PD*vqV&R^oycF)=wf^UI4 ze6VTrJr4YBw|AxZrYIzeO+g!zT018`2=B62GO_Melz59JQ-nen$3sQ1&#JB0h`acGjzjLll|5Jq(cSfRz&{7Hjw%!+1j6G;-9ZK$PKJ;V7oWf7XuWyO zsP6m552}JVE~)m8`S_^UrTdtr`j|hK!l!>5L3~SCuq^{hVGeWjKmPC2Qx_LC*V_ca zi@{qyo=V48m;Xt7UrWrNIfzlPt$xN$TswfCSg+~gmv6&Li1LPoo1|_40vAisY-}Mf@Qd#;mkyl8%@mX zS{99_h0|Juz8Zk=ZZ$P}pV(?@DWJ|h29iPmJ`HL(#he5&dPQJ#Z>XMDWPSP`Sgbf- zUqjF8M94`?h99Zo-Ay2RQ9xM+0p{Q$)X4?@%8-fBDz3q;KvxU5A;9yu0O#2J;NXr4 zK846gfNCImD9egiPupO}kks(}+Awu`;l4)jKv0xEVZfaN-QctE`YW94oqCC&Dmyl? z(ej4VkgGpK@1oyJxG{!N*--)i9_xWuLdB4zo`}uLpD+&~Bw<%m3B2^GgJowxPnOO| zz;+`NjqT`ZU&7HwLu!bIPEtf$d*t3C1`zb@`;gVwqkHXghTJu?Yb^PonDHg__(!;R zd(lJ-K*?D6pe#eg&5Kq2fgb@O;tyvRNU4i)#`sjZ^Nd`{gH%NqOzFmD><1re2kb;P z&t_hp0GIsPIE#J<3FfE|!>kYr9{avD*uwI{F!1sjulC6Zi`jwvhmZhmo6?6T8;_|w z`o!@@uu&DrEk9TgXmtdLYC08jKTQZ(+@hXHn1dJ~E232}t)^Oz8pQQ(3?j(=5I|i? zOj2PBhPVp#*%rT+A+nYMZY93ncX3;lhgC~4_sDNCh*3P+(;%Q|_BqSurp$Tl)3Z?2d7jCd6^Npha;x`e|xpTrJEw)t+kgGSKa85BRESUx?nHsZ{MkvJh zX=K>$G=z3a8f9B0642bM*kCTe>|+r44Yaa9)#iF-LT(nJ1=@T~eWy;c6&d}_+Pd&g|YCdeEGV40tF zCr|W~N3rk}En?=qL8mZkl<(4X`d3Kc_zb!>M)U`19)Ip$LWqHS&Mg=4arxpsM(soQ zD8A4G*?W1EA!DUdE0m0bkC)FG6_j8;M9rZ0ha1l;_}6O~(eTHW^Y_?Z@9=pE*m_uu zqL@|ocJm8Ht;yGmV^4>j1A2ItvopR;Ug1{6BHAL0`IDX{d#Xn{Cse|Rcgqv1Y=fo? z(zdTtvVvtX_w#DD9a<5pni1-A%OQ8XM%nIFLRyS4ze3~#x?6?a#ej=hoYfRg9Ern( zmP#C8I+-g;^5Nc{aF?>FV=#=S51r=JUS3sLF0S$u2Qv!IrPwqG(N^R?Y+vNJerzvf z3z%Yr#DEywLAtT78iRDhW8A}@tDZ2ZKM#ljdkvk=oioGp zBD1WIv6nV?m+-d$JuY+1*qnIO+R1WNvYyuQ&sFj*j#C$M*4c~vxD@f}>>4n@t{>~m z?V(0-l;qXe@ndn_7zO8|&_e}P$?Fb9>xMsi=!h;-kjD!JbsZ@lieY}*W&#`s&&5QG z*fE1OeFyLc$_AZss0IuM2bV*_m*UOEfm7M*W)lqpmlg6$Frp8#gDLeR?gFt3ZP(mB zaVMlOM^qd7fytT>8peJ?5(du1n~hhtW(>TlB?LDL_bf`p-h*#iFQdR(i;xdvE&>#? zI}KC$^>6+{K4koFD`KV!t04J;%*$j>JNS_JriC)9h;XZ9!cD+lAO~Td#J&7!&t&>6@uxiBKms_XAj5u&pV>W|@>WKHLn#ZP}W25e#(k&@NgG1OU@jd*(^fXLvrI7qDGCd$LN59Cdo|LpahB{#NCfrAxAk!zhXh52f_|v zU!g&sIQ-{pBfFIA!^Ii82YlHZk`xZc9L&eaq|kW@@>JPSp$cCszZ4MP=-oJ&_~@P7 z`ChFOLZm}uBY3CWg&gBu-~^6lt>mCX0G@{FTsw>f!Qucx0KFQC&lT{S6lUPSl*1HA6$%k#GqC{6qFMNqOZ*{7zn8h1oV8Hqd3z^; zGO1+NER78=5GYj0IEFL*0AP|vd*bcxAg5-QqZccDma?Ypn>?l8#UBJU`->ovjl>*b z6fXo;3zyPnPAjO$I%2}rCUk`TBh)*ajoud|eN+kB*SH^sTkr=Xl28=6Wbq^jryv%v zCSa7`UNa+(Q9cl+aByh|@8m}(svLffNFGQE@Sb2f^1-mLXn@hIq;WUnX0!p4wY_g; zy4KZC#1N8d+-PqzRJf@Gi@NPv`DO;k9k7BW+p&Cn8S%~N#8m2HA7BZ>VgleKs)1RU zCz_vN@&^EanAOSk0gvynliM+yi^CAJbNJ-6hyYPA<$O99)l1anM*_g9NAhRXF(G5p z3gUkYizb6{Sb)Nd_(23GWSR zW=e8L#6H)Kt`T6o1KpL9jUq8AJpdSnmy5t0e==-v1rqq$dp&?0Y!V}S_z(hwJu2$g z9@1VjcJ-iiaJXdTE@}TZ!nPI=95Wv6un<3UNRVJ4r-D`_0AkqT6_H_2JWfx<9_bIG z?V0s_5HTi9c;megD{n+LMvlmdA*8tH5N<&5>L?&1q-Mw&&+b1+Q{rL0d+MCH?)xx&{MwSumv13u>C>bLsB22gC&s?2h zz%zCMDLn%U<7inD{SyKBSfAJ!L&hY1EQD?lW1sX!0W@ynU_=#LfM9`5Z(D%OqRn{W zqJ#c|khum!uqSmBl<+I=Npl0qZF8%4o5z!c_C*5MgIrZJFd}I!kRkS%$4`@~&4>%VKgFU)hxbR3 zDzp2rs^@eY`QCuHqi%6VHr{>+YD ze3AND?bQb5&%eoAZEc^{)(uh!6~Wug#MrUl9F58jpulibiV_*F&>M);e1{+#pc*xj zC%e1W{bm1(!3bsfx%%KW9c-_K7#%hSlRKu_+AKIpoW-j;BSTxL=V%hBy#z|+R9it% z{bJJfz--9C5P_Je@S31-l+dS75THYXe}@d52|X=^eXdlaV|Fc`ri?+*H-ruHzoI7; zacO0os)-ORV@(O7lVe>_(OF|KGQS?I?PUeZjnGUAReqFXPFY zkn@Q&YK&fV)fu5m?wPDzIBZwU<#@>G$CaAf|C~ztW5s>4%v4-ituZ_IXs>OuQ4ZNA zd!cbV;rHk_x+R*Kp6qFlHuo{G{{|6+IKlzO`fM#FwR?(xi-K!?s!B}JY!4XqFwU_% z)3+C=!o|z&Sg{`zsc7lEFRVGsns#piYF_B%oz=&n4gW6NTcMMh~OMBVAs z<}p)ULjPg1_yf5HYOQ9#!QAO@jMt@V%R23IvZSQu^jOhn)P3D+0*Mofga?=1&SzJ0 zZELgvD7Aq|Ghkfn%AEF*OcU3>wwEqj`b_P4tjf)e#K76y7+W5M!)<;Of!0k1cUwp2 zV3dkF+npQR$%gaRXlnL3O)zorwoDY+3&MJBGUH^t*v2bZjK*O6>3csi#lc6Z6@}LQ zQpd&26V^IJM{qiXK`f+PFyP-re42@IYI02Wylr&Br0ses>}SXeZ@hbd_#q2hUYg-m@gW9%9EB9* z*p_s&y>ZDM!Tc$BSHqCT>#mI`vPx^EN>+tc13RQC*9R(`MpU9}v@XP+U1oT|u=&}OUDAGx0O;V$)a_g%I)7>A)T z^#{4Z)*DelZ`zRnX-C_2rSabm<6--;Drne>MzOL+w?6Lj1L{2i0g-elYzO=JeLaI7}kw0QT)2Tw;9_ZYe%~L zGwffv8@#L6M?noFRhu&#nbM6P^YZc^)J)}zWfR)Ak4blgjYl)*Jd<^p*pmL4W;J({G ztkLup{W<^K^s;=}^>2tP{cGK!wc|l>tUVo7BtrYt&{rf%R3|G{ja~3Qkn{U&ph!*I zYTY6%yAAl9H(XQY@icoaPFIK4dWY9^BSXBRj1EutScKz+z`0}3uX_Nu2CxdwMdOb( z7d|_${0>v|wtX<+=kum$BrDwg0y&44l^$ z#qCw}t&<1ad8xgYz}1ekBxkX(r2z!&SY$N;7c@_1(y*x$5zzMh_zW9OXD)oM zrhBx|(Gm@FN1ASvPd9v5boT|Ix54xqV*nuF&kaT)X$ie@0Z+D>Gl89^3V(mDi+Ef1 zOhN6tLz3zhr~)N(ITVl`pj~t!1_(X$F7vCtD2N9l0Xaxy%!FkMjH~0(GqkgFC#0Qnyc;I; z&0x6DWV|lDz#9C3#gT87Hu{;Pu*5PY^aHz8E zW?NO_;jvcKaJ1}qIPSl>P~CqT8cE_^IMZ3*I5A9CyhkjG2r5kX)Kcr9Xi+pu%czMH zmF0N-`*yQwUBw~Y#pYqGQe>{q!-hK{d*m=ROC)orzant>)SW@m=cfANjmLP1bSt8~ znmT-Dm^Y<#K9R{K&#L@>?%!~!vT5eRao6#b%)Ned(Hx?z`B1UR^dMzFn#uqyQy(hM zcX|EfRYgRdruwn7+t4$*6Vl-#Jh7LsGR}Q9;lmecB7>r%TeB~=QI0g4{31A>8(7Lm z3Hh9du>RvQOmyMAiTkGJaI7L#@79{abX8~lwf5*qY031Nh`jxB70s+s7k$0PB?{2m zM&_007Q&_DQ#Qji@CVmxvF5yIlh>`aC`uq7ufsxBx=aSr>)-1iCm5@g(;(FRNUl<> zfR;IuDr`!x+I(F;(t-!`s}?_#j-j&{`r{jEnc*YK8--3u!&CzGK=qF#7bj#QoZ_mK z{B|J)R8t91AR7?VGx8=BN()xG)z(AwaE)Q?0~UR@P#txZUQ&%2 zE3;J%(H?QqrmZx3e^#tDki7FCHKljXkme|cZB141p*0ChZqwjtXh~@7kJDJ-)##nZ z5(p*X)tqe&Ui@a>$Q_{ac!?#OlWom{IAeBtu0uX&mN2l-P)=;$lbk>y4 zq+%MRoL&*0UFBXU(@1|C`Y1c&H%ei8=`PCD!795$a%+7#jeaRIo+e6O$craN{rh#| zU|{X{t=ikf>22f`jSJ-d8&0|#m0?XM0|rfpCnGC$=dYgj?8{QNxW%S$`&vpZjuHa5 zJ5h-e&D;Z{ao=E@<@-9*yGj07JfuMfJ&IpzcsAATy;j~Y`UwMHmQ$crAbjlYs2@c)4HUH7uB_77rvlPZ zW2Ybz##ljV0o~=)4l_Q)Z~p#lU9PSG!`7z|{XsBNOwf-wBNQ($2=T018Ipq=L%h)C z#sgz@UhOI}0k5I-i1p}VHPYeDS@oN{AhZOBL(S&2`S{Ma=9dc-U84qzWM(H=X5K}``nF#oH53Ci`O+iF}&F| z;}NO$N18BaKwFvGmq>#@&!yHUxW&D^(v8mTZp#|%ha(9a6?mlM>2g^6TvqozL9c^r zLg5|cavpCo*jrp0j7IbY4GnSc&v+S$?PvF1gFffpACH?-nGUtTM{UQHg=;5r?9o1l zxt^@k7>;?PRB7&yO)}SL-__K>TRe7<((=MPObMH|yl&0jCf6)k&HSCo<|FT{7L4Pi z=|0M1{Bwyi9;~-?FtXH}7ruf7b=d9>{)L*FW)=p3}hK;b$$#- zozAi}Dz0XOQ$#JjYt_EF!X117(N(yOZHc;JYiX#RC){Z-1Xmv){BBvBS23_i)*a|>X}fe?-%xkcsyB3uT@hwwvi~K2usW00 zn1pgz-`1#CYA7T6>GLBow6>>?6OY=1`?z`NAPC2GNaFY5$4w}qyi5~@E?LE^^0nUk z?i_WN>_dZpkXD4PuJ?V#XXxg*QPP=VWEmg)A5_C&fjUPos_HD4%&*sA`MQ3PCqG2R z?*jPYBh4OO5*zK|07BPCL<10#$6H};%)|?KAOC)fEQo$FzRd33{0Z6tyuV&ZX1f4e zIZmUBvW3do@3MA#)&_`6MYQTN(aA@Cy|(d};QVNv2g$;UYaL?pBWFQ5jf@~ja-8Z^ zfKEPL4FRoi?I5JcTamdvuG|3BW#zqG|In5e#j4I^UP){1sLd%{c_3lecPOZdsV$4) zqzS+~N#)~_Rh=|*1-HTSXn{ydW3sUPkZga-1BSxI4WZ*O3I5vT54+i2E2BJg7qk~@ zXXks}pN#?nxBrc?dybCf=^F$d-`LiTabw%I?c~O`J+W?V+qP}nwv!uc^Lw86+1+=~ z*|Yn{bl0h_`gV1nn(3aJo=;h}@;+U_CvY6$Q$TyZUo~A5{CIjsy;d<==x#Wxjo`Yl z5E43g4_h9x!Qm?WXuK)Y5b{l*N?*9rX#MKpy7zdshQpO_r+PQ)3A${kDYHg{5$xjV z=FYxlBsA_4lRr+A4{{68pRPmKTJw^)m{arsm-HmJLOjVgg0+1y`9^7t#V3;&h0PE@z2%NwRV)t(N>1Q4?6cP zRXFQeK2Fy+%L<=u6AOd22cfC;r{?aIjcZ*q_lUQw4R31~v8erx(kg|R7ZLC3`N_ap z(#9Bs_9ESE_BRFYWc6teV&?CaLZR__4!#fSL(qMxsQ(q45Yt%y5RzRKiK1`R@weGB*dUH#5Jzl{EFAkI*Ko7NNsuGgvf>CrAa)_R~0B}{e7L&Nmav{`I$M_(|KGA$vA!*kM0Yfu8w! z;X2ER^)8S6Q$?TVGz{GyrUo|C+L6Y+SdA~^^y2Q;80fSYOZf z*WDN6n8}FWoughey!M7cJALbUx9;^Ph8Cv_mqmVXK~(B+D>IsJJ*UowjjCB=L~?Cc zWuM>cA~C&~Qt|!XhHut?rT$>4_*jeJ+H{BzwB5w`83B#MGj!j&|LlCwn}R~;*mb6t-RFex_kkw9owF$%wQ&Qn;Aw2Kk1Es`F8)7W%~4kN7ZS| zqq(nq_af@}5sh>!B6(mvWR<%kWcd)7GZTW!rtj zX9h4KFmdOaOo_+t!>g$%f_B^Q^`27==)+f?wKQInqjL(K&VCqAt|8ME+%^2KI-e^r zwZeP1saFNpH>bpkDy%WNY{h-Dvo5!>$)DNXK1YhWXDYrHmwWZy2xzso2u3$X>``px;yPGA zcy+d}QWNhj2iKpNey$zx{duf#lVhIQKicR>CB~RU;A-Y3^>?M`YczT}Ndm?EDI~Hu9NvugoM79}Ti>t? zW?X058$_O2jp6Nh5;)weD{F!wH%R+gH921^6xb!x$)dj>8BE^n!=?1`5zt!sR#_dD zwx7Um6oPY)&Ty?xZEW+}xNK1Te4VAmE{5t%={xt<7*|# z?f!Z-($Iloc8HzC8haZ<5y-JW8mk=K!*0S5yj~D=R;p&2m@z+nKQgxYN08OVtV^KT zq5Uu~AE)ixMH19dc*#dKTHd1pj*knUxyx(m@!vJ*>YP}%_HOnYF}o|BO5d@S)=O9I z)tei$Gnw@?+(Tja-`=55bOK?}s@5jF%n*HRd<5c zOAX(;xq@SxUA+spo1^_$-~!cjxYVx`OL!NbRzc^hgAXOw~`AsJ<<--pE4i7vcB#4Y4_C^Pk8CR$!^q(mI1tk3o zM`Hc1&%*i-N%Rji_D_j_$gyvliHYGGt@<{lzSsY-NKD@}6*B?rKO7m`cMYa*%IY7Q z={pAVHz3CRFNlccn=0b?ulD?}ef=vY$3M^++ds(Fzt$}Os8tNC-*x|;&&d1__w*0V z^nFy{X?BKhH0irM3)8>Le}hopTbaIrFDB-Ha=#;e@0E@DyT*5mzN7pfC-I*)|Gzb# zZ}yCZ>3?cI3``vCER6qML%PU>a#LDtdS2!|CNXDfIOQ&onJ<#jS|iJ(u*SmXRG5;gq?(Wm(<%=;kuz?}ds9baG21U?gJh-sv)uzT3lj4@|^YLV>4|glX>! zSu>pkQo<>^yy~$0lTz}BetE5`(S1fy((;pz3rf#LIxy-on_gXy@?F9`eNU7<(AXlA z=2W)hwOV01Fs&>EBrMlg-yjonShCHJmP;SMX}xTYPV+T66b!xS+Xl>PeKKq(uKleZ zFOH*l(8mI(SMEeke6})*L}<(r#7qrer2n!_rgr6= zMvt>;g9M;PzfjRxq%nQu&#~3{Tl>Nhysag*-eb7I+Mz|85unjP1p^Qg3k>N#5ibA))|jyZCheHJ)k?p~Lmu>#X`bTk&H!!GQ$%qt8R?1iD_n zWw+P4uU2YwDBek8!qklU+S{2EB0^v&!?Tiu#Q%oUM5SL!5rydD4+4VPOm#PfNGgF^Af*3r;eQ~-U_}t4qh!kH548gj_LkoyR+sMK?vUQdhuk9$vZFlt zZM#z5@=cPWzKg~t^)Y)xr*mCqG0{e!@vkDT}=WH*^<9@m^j6#1ruteOx~bay}=W zp?81Xl4AM})#2P`ossUXb-mPwodC)U+I!qJJKANJF#djVpeKnv6_~o8QlidDtE{8;d*FW;2e^%w_+ zZqH}t)7ZV;U*l+9PVT}&je(PMCT(11EMExi_sbYDG2hlXyX_aIJ*_olIicta?f@8s zVB}xP>c85d9LcX^b%x_30 zUz)x%Vvot;yF>!}?%7n+5w=fZ_3zToiOKzUTbG$j$!Sd0s~R7kgUDN_IBFCAyQXFN z>@&->7w2!Sc{4%@4G+tFmMt-T@Cs$D3k`Zt$Gj`sgWX5RD7V*$rO&_<#jDMJ5?)9| z(=6~9yI2&6(YwM{7Y|vMh`q}TRoi`DB?|T@?yRy$4$>={r zUcARlddus)87E@zU%y@)HB%5kTeIrF98#jzoYFdhk8)VQ(z4x>Oiy@ule6EBZ@w&J z@q-omLY_Mw@gmV<_)`}kMQ^1rqpr=E1~&EMFXV~ezy*-bCQD?Me^^jk5L@tA(46V7 z+5)o&(IArB_-WdsEriqK%wG{UpMIRCN$Kciph zV|uK9&v;ArD*6m##iXVn&|QHS0>j{qaSG6|6H2v%EDLJy4Sx|Ror@`5^SS-kx$J%({CD!sSM2#MN4oK;bM7r`Rq6BR7SrLK=jrzI;gif~)v5RN-)^JV z|0=tO@jt75C*R%sY`*F}cm7-Ef5Lum|BIFj?jV1za9MI#Qd+WD0$vj6_VUxl2m&>a zH3wb@&)-6*QUotjGg{N>aV;z4%k1s{Y}ckf7mI&_* z;UN2Br3kwe?T4%h6#S&&sRT*QJ2Lyvxsdk=4f(d_|0mg>f_NzF~C8ZMO6O@4h|{`Pq){o!<0 ztmf^3)>B;0yZ6=3@_|mnTcj|eaA#{=mh7uH6Y2OK#ep%poY+CN2YJhC-`XPBq3aZS zUjSVTK?3P7A3B7zo`X584UZ-tRlf|hZ@?&R1Oj8?fj%Bd9TjD;ze>Uyp)+z+r|JTw zHB@D=T#K`UcVXWY!ZZF@i$S6gw;~`xNJ*NAN&qftAwg_TiZ`yW${LAQXCYtr^8o+D z?#vdlzhmda+Ysd4G&k+e&BGeg{kJ%7dIlf0OZXRhH&RUKcKCMKc7&MR>zGkU)-0&H zygB^NUk(0sFLk?MoAMqk>T@K^Bf-saJ zHg>!RXCuquNPHEhI*);yGJ{04L*qiBOHv^S1Z;I}W%it$?#Z;oR1*maR&r9|kdTu= zXKZJEKgrTR!u|p#L9KPO2X)MCBoVD;zaow&Wz5XZjLn=Af2 zQRTSY*F3pXx0oRzjE&QNO^_{rI@Fg2MpZi-ddRf4_8y!i%(FOX){S7{nINOo2A2|f zn6!=#V#}aajY*j_sW2xQb+|;eO=z>~WF|sgTELO9q&O6&YOQIkA(D{;8p8KnfI*x( zG?G&kXPGBiik37KY{aFl{#eVC4LeYdYyaX%GDp8=(zdji-k5jM3BfO7H8CqrEoPB% zY8xP{SRhkvXwAJ;jRf*0BUQ{2utd5Bg8%LGx5zdjG-NU8YOL}{I&XDXcw z;i-|?on{R6gJDO4cOc8W&p{8n#&$&rSI>~>db|-w4)O<`#wpcl>6V%7ft1SZ$w%vNlLpH}WhGUzsjm0<06ujahp?of(n%(c^rGg} z@p1F5vrJk~4zdfGtypVhabV1ZRdVuPY)^8>HAf`(tXeC(guE^d#a@@z3D}qSN_7bq(ED8pe zBGVns38?1`AI8;tiAeoO&6ohEFNYkCFAJy2!iQ~@C}pvCr-AdyLb8d#A4%q=ADJ7tAuwpZX$-_6nL2W z#WJ5`~Cwjxu&y(z1=QDB`v?!wyLNfY@VP2P}c;w4Reegr)zyPUL7n{ zw@yrItf{w3Wp$OM{q+tOTJ4)#ONz7X^(n*j2-!;}RgUnCBi?xD+9v9K>CizIsycdU ziD9O4=IyDKRo2b*i_ZI*Tz`Rz79V7rdjNGqbHR_lsU5HAcUNh(z-M_!KLA?j#)OpRtX2>-}j*F%}bkC-G|Yum-6mIDDU6TG*b7+TVgNXRe&haj7 zVadGD5ri`a1tF@Xa6l-7hcDO3WZ#`zPl(jKCcJPftELZ;^%0(cbix*CNt_nas>;fC z>*LoydS0d&%*M9U^Z+iLyj#T|iFgv_ho9(x*M(QB$W#SKo1^VZYNAbrqYa1Ep>SLQ z;m&ogBX3MQWL%sA4P!g9G=pw2m3S@Ffwn-Y<_KoEoiinY4r)?c3z0^Wi0-*%HI#QG ziZay%HtF25cuK8;Gs1`$BRtBequSW31?i=37%p1u0I`0ib4JuS0T;xWw(Qa0?TD*BqX$63b71` zteEgqs^nbVSVGU?as*GS2GT*8g}mawJ&GH z6{cax=d~n*$kaK3_|^)85|`b3@lmp_ATo{5oTfzOIugdNbU0&TkBAx$+DnK|9PuY; z1b77Gx9@LWMg((FGD4JCGCTg@5!=Dl_h0Zuj1zFeT6HO)4h> zgvv;snc=*@HT*nCzi*3v$j9VC=r7098}c@d)Ko!r%A8pDg_2bm^kI|9L-Vyq-9q8@ z$$eki_r#hRP;NnYF?T5vz2#c3A-9pE5xWTA)492zLPnoicB%T30d$aGL|(Gbk#-~2 zu)<0v=1)#&!`&^gP*(ZeY$;mP}4|Rq!)zTLJY1bS!DaPeX@N@ z06YMEUp#;uG6tmyr3q;R;Nq%H+b6Pe7CkP+ExIDOBE2H)wt$x$=mxlX?DHsglARY^1tTcUl{&TRbgBThy@~9aR31TF`O%S)2Ka_L;F%L=s zAT9{jh$u?~h-FAX6r4c`fD!=16OfugTmbNgWAV$!DoDs9k_3n&LPi2Hri9GMoDjVW zvJ0@wKBwNG?25H&JO*+TxkN^aL2aXS5qo_u73`i$ZAM z!r-iYT|TMaN5m|`3o>q*6_FJQw{XGhoEbdSR|)73uwDB;7Yj3-UKz7u6CFS$V3^`B zdY?%jSzkUtYy-*dsxD*`NeBr63ExR=GQKx{*b7H7nm zr*%V!)>Ua$=fIu(@QPr19m+Qsx*5sFSu9duLvYcStb%w$Sf?$P+m>Lu5pceV)ELTg z;EuPeDVWZ+5!NzvWCYCWuM691!nlY0NIoL)gHi2N1i->p%p6@K!w}| zRVK+^f|q!MdsbiKDW5%?k-Q^nE#{nSBjOF~40C3(AX5^P#~biUe(_A=LSkBQ6;bfM7 z7GZ}!76`Bd;XpxNfp*30#!GG&dRfxsPq~KQ)w0CjH57y~pxq_v!|e+KtO8&l10g{- zJ)#W-k#hgg`^od4$c>O6AUSOIeoy3vSO=90Kn%!2l!hca*=V7_lm2&)5(E-BT)Hh( zT_Y#>idqZvz@IDChE5L!Tx{|bBMJ@YKN-mB{fd}TeeStwR;&Ak%#hJLWo z4sVy|T9HgUCA~uII>eYi_|Mxh0ZGyvKN$G}fZT`Jr;qIbMwo#(R4ark(rYc(;@eEI zGoA_LsUU(>LYItuX0|x2IBfxC1ep(&56SX9WvE3TWS^ZNngM2RoV)-9ISCSS={=bs zNUwM(`2Z3uKwS`)FfABMB(z~W>_YGZ`~mFDej(f5-&gPh>EXwMQHhvB_pr(b{Danl zZ>~@DE7lp|f}8@Mzz3$9E8p3830-bi=&S2OcW#$o8^VM8LT8Du$R)owvf4Y;!mvVf zzKu|4e0A51h+{`&O#=NmUO0qA|oWf5nqw!pv(cv0YQHRE#sx>QBc9c2#~=*^0|;NaANTn zY!>M347UZnQ67NKa7wE4KS3W@7St50r&+^kE_hJs|rR@dvSl|g5 zrYSqVLT&T!WfN@P>^Ip5)AmDQ829KhIx4!yW2%_PooADAWY#L?Osj~Brd*PU9!)3X zAk!S?BD2E2Hml*p+n@R3w(RV$E!|Qut#ppuR6fVF#yi9edc?MDG&(4<7>2Y=Gi!y|#EtZ@ykfay<@`LIB%HsnpS%of$* z3r>Vr9i`QTmvV_I< zzL)LF@fQ`#C4MjSMyjrKG#trY@k>3FSANy<9dSfo1inDRm-j@wEcXpy<~2W_@BOFP*)?;u0?lL4L_00q#r{dDqXj9b^hK4D3+ zG2T%g$+$!W`NF(=S*53rtJo8jB;3hio5wC`1HM6K*1jOrv?sKiZcAG6A-0(ElauYG z?shR34LyRU0TOjEsU0PC;9`+k6nT|etew56!KUKQwL56TUR!;h*X*%ffPejDv!o|d}l zQC6GV!|5xDafduB*u89pe>*>YnoM@`D$AnCVW4FTZ8`YCJ!-T^cu> zt)Qn}p=U_=KJu1x_-xfrc#n<{-k)xryrR|9J5qlygyrstvwg=3^+u53^*00ULcx0& z$aB#_uPVji`=Zpm`SRS+(qqO+UQ1&ZCbY+c@*TPD57pAb?fh^bse9v zylAIkC-D=rGI*}+A-$ie?=iiPA5ki#>Zi{gJg+%BE_fzLBKyH#NkyqA9O7|wX6@l0A7nx`l8429ERwx%In0ZJF%2Lf{Y#vq~S= zcr9ha>5G_+_Ic4BMbuJjnNUXhm)a5Hs(BH1MBet_Dw}_G7B}rFg!;i{Wpfv9;%iD2*KvQ>V+JwNleYW6w2}4=ujDIpQWk484SQq>Q>Q|zo zxojQuhY}6AyL+n;;PVCDQSlGK`W*}eEYiJ0Q~>5xJuH%2R@n6yqh`g4Bsw}de8spz zO=Lm|pvDh~p|?b8lnGpIIR$3U5KYlfQ5md65k_({I*2$8oa8>ELMONZtgt)W~5u(0#?FxFGY4XxtIMXskOwOk&yI;lOb4&EDFoejdm z@{!oRHm`4GbNQLQS8XO1X(kqX%M_8x`9!1h-X|&rF=}EI zLkh%P+F_gGsvY%iPAN;eA#OguXAnl6!%OP$n#;Gco5lfLZBvpHyFELDc@~W%QPb%2RQ;A66p<-I$@pjgk z)Dq9LUd^SAVf9;cHnQ@s;TT0jMM=s=;(Bh+Mj_C=rjPUj==RXwxKiw%3bU zEeT`7Qf5{e9i@EAlHwH}6-YlFOHPl6j-G#UgS!!oFZluiX-J%iXVvH8sc0SP#jL;l zk~Pi06Kd@#6#l%cUla2F6m*%IjJWL$kk~%wx?>I&%mR(?%mDFIcX*xvFL=u;t{17hH;uSp)4cKmquj{p0&lga{WCu?!r8( zZA^UUf?Me$@}Kos6Pm9pLFGCKe=$qt?%L5i5Ay5Zllnhse1HJ=UNx)&RA#p;myR=I z;dh!ZY3OlopsG#G(AH&4NN?Gs!EoyXBO6_5=tadXg_49jt87}e*|^VsH}PD9*M z7F7!4@TYtCiZrdFI(3@Ws=scD%-W(~=H__y%D93$uchWQ>a^@+i3v8@iU~H}TXZUa zN_iVMsrwXL-5254_($9J-?GB%NUz{5aT(ZCHoSXg^{{c*R_|B-(C zTivPQ$s{AXd3$sp(v|KS@TRum)y^dFej1<@d=MJ3*lQ64LigS<6fa&e z96Qiww=GU|)3nI1f3pJF>WcJ!-FGRujn!xM_JVj}O7%2Jl}XPNF>Raev1PWrG(dfA zc)nuYL4|=e52wkkVskHZ6K2cIaN1Bb7I7<$1!k+XeSxjx;*u~~)Fdi4>;gI8M1E}6 zXd%rFH45IypegfLHYq55>5QXJ#}-}m$jL2wMTQ%#@K_B`C*Nw7L)BPN(>fsEl>B}e z!RN=0qnHitCI+FqhYu7bw$=DJ%xJ#=-{S7fA<~4Aqk^QD~VFS;;Y3NVIlaG-gqpwS5+Fjr7XGRWh20B=tC2!cO|a%|F=l zmc+x^>;*6i5zszlgPG3_!#*0i0yV8A+jKfa=V}?axPZnUPfceEK?8cLd=)n$7IkYl zc=+ROMFverr1f5PcGk>kA+s70%+xFsnYlA}$#Mk<*BWEFqB5iBQp>|HyZ!ZF?|&)! zhI8^@y^g3j-O*PC&FVINxeIKA%?)XilpTNn9yp!HF+t70qwZ`fU&v)E05qoDGtL>d zxelX=LB$m?sK-w(sXzENuq3_zJ*d$mVw$7Ql}2r}UpgSMjPx)>#m^9+ByH_02rvdM zUy8m+%PGp&qtUUfKaKoQYFA=9I~yuc`79Jn$y>5SgQm$M1Btx#Dh*XA;K%gwc;toy zz)bJX`yo|Zgx>nJ3_I0?x$Q5e=AUAvZ@W2JW!y2_MWe}PG4arG-SzWVhY*QOq~KhsIs!^@RH3kI~b!B+nslAUdD^sa(A6xp;V3Lvwl7gM24Wl z<8>W$L1A#$l@wT?mp zasAsNSrd8r7^+!$EtJmpX>zkk&?6^gdEOg#1f}e zJ;X8{8gy3^`-#=r&H}B)|j2#O4`bMeKcA%@0u3La&rLFX@kw@G2g40`(%@nr9}xk2luJ~YrU#DxS-q>`t2qflVIaimJTYmyWM>8 zZK!gXt;pKNb3s4bfWC{F$3U(k>Mpah3yz@M2d@W*6i`(C;R=50>{1-AdfRY`ie-%2 zX=|jQ5F1Oq9cNMd?4l;)SIge4XVamoi5Qz?bj`NZJbRPt>7-j~uux~eB>Z+DaO7pKRb+^lkzsJasheIBpM4+RF#O>d% zE(gW0XXUIRt?|#~?<7Ww%sAs#GyWETl-=w^Z*oBpoup=FuO!NAS-qN#?9I=s#;EL{ z+ktcDe~Q1Q5mSlbV?l*AniQ%VEvIvP44JW%WI)AdzdiN$oWY*N_#kww1;ZxS|Lg<( zm@QBpidUN;FkMGcqA?nrxoKQIpOHv@Q>=6?y}gzcukSd2@^gifQX@PMSZH!eL>2;} zD7qQ;r{NzrygN&2HZ6-T(09^}UoFlzXa^apf%J`A=W6K%%tK*X@^8xl>yoP zd*QOFwZhZB(gg0p#4Y`pLrU8G0#d0@dr zvxkwDpp%G?>uiqE#Qe27F+O7wAcp z?OX}G(pj+B43VY{sp>AZ^pH2eAYRMq32V#7PxC}c&I_(!M~}P4w1} z_*qjOYbG=AIKBKAQg;4+9>m#_am}hAtZHt`1=+%*w(NFhv=ubY+J7g??S>{naJ;`}s(i2OZO~V|*^PtDbMVac>b!)1zQ15uq@}#>-H1 zpjqX%-Nf=%E=-hs*sqj5+0}(p^nq{jSv5FdzB_}a5W9H#p(^z@gtyD6d zf?3f0755{W1(64|rQ-ZD$u>Z%f6Flp7Nre!#VndV0UOO#F6tjY)1jft{#+iG>NZ3& zbN~CA|1zgn(MqiKbgAWAa?)od_jTg0I<<28*8O64^c=i$(bUs6-%~Y{9iUGFT!07N zvf`Z_1Q!kgPP8DGzbB=L0cnv1UsZv62{cQXzN5l(On|xKT$MDa-fjrvHDsf*I4W-i zk06LL<%0r`Y6%O7I-IVPa=NVKX7vIBsTVR-)GHFL134 zBSo4!1XaJwAsi@yvDv-BLr%M1@93&zu9NZ zcRY!=%Y7B7q^NQFa|TV{j07sgC6QrRyDB9WIFN0u;F%3uh*WZ)xhFRXKc}Ty;aMe_ z7*eeHbLkq2X%@ocqD!J)BQNNwn*e|Gex<%Aic5h*kjO>ZP2xuynGPVp(m>1QSMh99 z*hp4gZ23Fr+;94eI*f_i<)YvDovLI8dL#ReSgm{e0DsguZVj)Us?Sd)9K+bg;rb+- zel*@1M*hH!i?=g4t$^dthtu3e->>@mAWv2@0fx5iy(Ru1(N^4@4wso4~7kj`?Hj7gHF7|Y^WP!y7Lkc_FOj^N-f zi&0!{Yw2KYOkQC1pEQVLEO6MFG9tBkBs<3^J4^BBecYPV$dowDQ-5^D=TVKqSdG5w z83!bpKR_ajuq60GR%(-r0tB2L-`y`r^gWqfuoZ|=AMYC=6+DNm8z$Ik%lDEEcjKpq zO!^Qf(sDOWh!B&CJ6FmA@=S2Qz$sqvZSw?%=sH_~BoOp$!dkeYB0>=*MGCj`C4l>f zHK_JMN+CZi!w`sL8lS(A92h95(Pm&Gh57#wxPU7r3h2H%jZ(~x4MHa0*Rb_CTjVaH z&CtE%*(17@LK$M1KAc~W-k>9W)v%%7t;Vg6!%g?)bnbKvxG{n$F5aUVZFPv6^B70O z(fPeEL>?4@l;z+Q_`#Xy%AkH9k`@SJ%%(Y(q2&gW@_fr^V}FB|CM%^>{mP#|#cTdD zz#QpeqXabN$!lX5MhvA<#JYa&r6U+-LIbDan3NTNjq+OS3C$9A3bXZhl#;2eas;dB ze#{fX+%xT=#SU)oeVV%F9QDnnZ^ugjk)rL$u=%Qg{0(3uXe{KeU#>~09;AhGqf*!g zuUHEQkX1Oip(MtJ`eE$Q4;9(375kfGZmV3=C%PT40=qiw%daR33ek07H)^6F>^hIB zCT~CJ*b0A2S*}GIV*XlqwQ9}8c{&GJb^s?Me7GDD z>l{hbTGARkU=S;(Bos~t${kz?l?UUVbVG6&Xh8mY!2Z)e9e@kZLc^w9&pTbFq336T zF1`|%>2kuR-7r%KpxpoH? zfvB;a9R?y6#ZsO`-0zGVmBzqQDnGU|YTH~dus83zuF+w-X8iY!-A*gzAsOkBAP8=7 zv8Sty_P@nu;=A*gJlMAP6g7HLysX%iJbJb&_}Q|sS32pqKpmY<3O~<;)ji2VeSbVU z5mAzGP+I+I-N|eS1$G<5DEbX2ID~MX<6%ndMTn`tY^hCJ5g#sYyn2f<>*bfvpK6%Z z`;|#&3~PF&xw*5R-SwqqTJECesd*9GiKl3Odio3Kk{YOJ)1-QId-FQ+d~FH{(FanX z<d_>Rj@9CzXU>X^UneNS2WESYpiroT!R zi#kZO8y4|)bV*ePn%@x#0vzLxX;H#i)yl1vH=+$A)}*XKTd8%A(XiVHTQlHOI1rOA zTxP0vou77bq=F(=C4W7h_w^*hv7&)Pf(6Nza(_5`$zF6^w5}BNW@?J}BjFfIu z4gB7cHiV|RyW8BTNkK9-@bW4fOJ?OM3aP#BZ?>cTRRg`w6?(R8Yc9NqX;y21KvD^_w0hutE&ZJ=|Nv{g*#n>HhQJ+cqvI&^hY+P z`37%-VvhzXun@!U#S*+}gxvnAZl{lPat|u6!)^Cs!Cr=mvcHyAoIJ`Eb7n0I zM4Q*p?N>KyFIe@FKyQL7doZvO$H4@FUYSah5a-O9Im}lCYIoIRMF2r!>_gM2#G-=zyP(RkskQ!W)tpGaD{Um!CO@v8c!jTQWaw zNVbqt(+FEF-uO&K!N7tj(vfl$7#eQnNg}M0cq_|ZVsx(AOffN1G)+DCB^p%4moC+p>g!<%?Vi)k(ko?U~#mS>J|Mfr<2@Qc6WD z3nwrx=@baGcL@PY&bVE&h|n*0hL7)g$wWbK6XKFOdGYN>+yL@qf-s^+=5eu#U~(o; z`O7oYoE^|TKMSQ#$xWEf5XXDFDLR|xC|Vq_wO?Q=Tu^=BXZ2lm5E(q&=(>d>{H(Ij z8I$a3^^)Cc%=@5Z!S-FH6KyUfEhGFgX0x zKHXn@G{#suya6f!LoRY+Gvguw$xsH78~k%oxqQ=po840u*fu^^Bo7)sRYW;(DXLji zyVal^Y&pYcDL=^^&u>dM1J*Gw4yl$wf}Bgc&0Hpf<6|v!i?D)UYhb?q$GRLYd4-xa zlF*8^kJip*zha94rqmnSB3!!!SHHb{455Bj`ik zkQ1_Qf~D#5C}HrcJJ7(CC#SzvJ1WYVglJ2h4E|6KlJ)$ywJk5WlGUeq?i$9!cvNi3 zB&IT=VVlX>Dsy5J?G%@4ps*qGNMUFq>7&v!YYY4NeCe@Krp?N9KlqOb_2GTto|R>D z{dM$4&#sSHeD!=W^Y=BYQ_9Fb<-#P$b+UDmFPUp^>Bvb5#39Vnwo{bg0C*szfmkk4 zp|ClPuUS4^&rfaHBa2%bqvJ>lD48`Xr8&|d8bc(6 ztaR?Qwf0}XnpoT=`E+8V;4Z;x(?K%^!n-4xRgbo5F_E6`SCCx5v%zbX)!aFEE{nps zZ&jE>g#D@Jm^C9IR>~22JXPoW4BcfSy4w=2H7hz2uDw5IGFZIPSo`-!U~QxE%?BmA znn=588_tznNj#%{UD}IR=1b7yS`>ddk~-90wm;k&a?fsGAVXpC-lBEtP|d18%>DgQ z6rJI@>lC7HsVddrq9cXbvMH85vYF_rsf|9?GZhIWbqjUJ?tsd{-D>G{sGGt`G@2M{ zkByV*)Gn4dZImAhbkjyWLa`_I4S)Kw-s;h0`bJ-lRJI26Mak5gk;zz76Nzr9BKAYQ z?SW;PLP1D>)U%mz?%#x+#}X_?eVjpXxkE9MCgYyJ@jkx3G$LqMF}4z;v&C3MBQ0Vh zu4Hi7qut7F9^a+&$~Q0!mGon=FgmE!Q?*r=-l>`upm-BD&Pv?c6-rw~Jcy1rO|WtL z(SU==LN82uTWX9KKV_XJt_?s~&+o#J$KkYlGkSTq)muM>44L?9Xv6@fTn=$$QnOa+ z)OZQ;hvdJn+)#~eq!#VDq!rC49Iz9zOqEYs4=z!{){Av!nICJns1j#${#E^!`6PoQ z#<+qVSbj4M2mYgtpr>$%gb`Ggym#CqKlUL(Zxo2RYNe9lOL~p`+5&VS0CeGat<3bY z@o%qx=MfueG~RsOg?yXfk5%~>G-Jt_9c!y8sQ!Sf7g$m_CvjDkL2%%Bs%U~+F*qN4 z6DXqq+`Lf18|{Nx2YIppDpORQ+z4cW z#K@&f=DyFpE7Z9LFH2{eWe}bEM5U>vl;ooUPb7oqyEDEcaG-OrfaYj2Ma&*zl{<_J zH01XZn|JEq;f2H>PN<5SUx{UQuDDrNIoF-e9@~VnU-OU5OC1#&WIsuwj^BICK-!Z3 zN&P6DKLjNZyok@a&s6)%&#HbxaG3Tp&Ijk<&5{w*LZ#m5m&)o<&6E6cudwnO;_^nG z+xki#n{(R0mE6VJ?SR=y`b?GNAWW{RaiHqdu>wdy5(_}_s85Gu9X<#-%}aV$n&WcP zCUJ<6grQK`BBCO6YTWc;m9F!N8VIAi;2hcs4>uaXmZibPZ_ZuxyT!?_AcpSXUIpHW zfCz=jYkB83^JLI&?qF6vOy8Ej(xv#~6Fx*3l*s^1lNLqu+>y+$DfP#>9iP4$U7RZs z?MyGPMip@bp)+{k6Jc48?u1FKyEoYapbP`tceNTIL>;NDaI1ZanW-K=;(5x@+A7YNAzG$OQ!5K;mw z3=vxi>{;R~1V#|XFfa&QG7MkS4d6TBS6zASUl6fWjLC4ZP|Ki2p%#2W_-5KzuCD$Y zfb-3i>EFn~EhGM!EhA7_fqh4qwfBGPsadkbvs;%88SviS#G=Ho%repj(z=Xru*o#TN?J><7giagDj-G^%nLqP(|91gJn$AQp5m@e8lIZK#7=a z%IaOywHp&Gm(r13LqVFWEE|f!3Vtm_{BWj`#C=?|4XuqR)Y^6Knfql~JCcA>q7w~1yR{tt4 zCCr8@nH_tH%LDzJ9^MoZNklp~@KfEb*LcT(MaGfi$e}5pPvr{UyHNM2PEngtLE2D=hbm&9`D^*NmDMKOK@)9vG^F^+{N4q2UF(U1jDDC-hevT zW*0xj<>#jvQ*@3|J?qYHF?2NhwPG9<>Y`o;D8Y`N-kfJU$I-njV!CK7X=wr+y*IEJ zM<>qlcmh5yceZ(#grd0d;Y~q;FBCFDA;{Lt6M7CU!Smz^M2IxR&K;v303GsEEP6S^#mt=@DCFQ`|CZw#Vh5 zod*QE1YoLn?E=;%y@6YYX<8pHRRB)Ogw z;p{JX9QgIq$m3HFJv8>z4wwfI3=ek{*TG6Q_VieS&4(RK#~64V@IyQ-CypF=D)%__ z@za?d>kdF1Bqwrv3nPVMPNPp1oKOiWPU-WqOctg=vXTa&%DGe$T$lnEH}o=%{@*P1 zS+W1SSf=axU>~amm?E4O;7qw9+Z!t?6aZRi4=kPSVz&`$gk-Vob~_ru-yqGgH4@&T zZ~{>vYmlLdUgQe)RfIw;AQsoGY=FMe6bY=%6=4LnWg7wj`KhLe1eHvqCohprIafi) zhT)Bw5$Q|?W5Aq2SNVg5Q``7$ATvkOQo$uk1TJbwdcDn7k;vNY^(Grcie+j_;mDvm z=rPlL5~HO&iOQ&IjG%A1T*UXBaf?V~i8~#!2C=vy_I6@9dvQfaK+$5gT_151JQAcp ztAn!`ub;KpDdd5vp`qY$Xs4;bNZ<}Y9FtJ-K+HV$f>Yfa2Fk#jF*9wO?u)7A4N!b)Z-*&lg8=@uL zTP$8scNRym^kmuRcOl~w>&iYK1Ka+y(;S+e?B}o|EPn-}?>Y&@i0J{==nlI2; zv?_;I^uB^bK6c;6C?TY2iQ1$wx-~)pA2jV9*nix9$Z!@f$IN5M`KbpU*z)KoEcg3t z!1h;x?N@?eiG@}{!%H69(zT^4c69%~q4-B0&7Fr4axyczY9BQE(J~sB$)maP!umo# z0AQ+lFqHGnA>WmJ1S6=7#`OyGf`H8Lr)o=Y7B{wR(Is{7CB7EM(akTycugK`0D%@r@ zgqtKufVU63wMhJd(_ufZFE66G)rDhwF~IirBX>`&SP|~X!I^>8hzi?^@DK;!8{vIn z{xo*!k}M1!tL@X+e2j~9*xri+7a-p z=5oT=!X~=C#aHHp+CEO_Zl$-@Xe)$ODz$7&+KpUqE{oH^ZZ3{ z4@A@(w<>t0pH#{oK$LQFh~75&n-`TF<4kdY>p8}W3IxEN;96vnL;~H3p{JLnolsc1aBMUJKggup4zWg>+L;~AZGs1dOvK*CcC?vXQ=!gcwb-bdjq7NE@nrIM zWx)3w0=(vGlS2t9$KS%wL9<)0A^i;M^rgQOJON%-PkuhfT2m|NN)Hz-ODdPbQ-`UC48UV>Ph={y$XUMWv zuGg_Ec7Dg{H1vxLbnC+1E8YEeu>glMH&3RsYTyP3=qgTyFfo<6vtV0!?u<{;3R}3z z2OEVxPtX>F=-na5cR^bx zjs3vZr7tfXA8_`;n{&X~hx*A1wBK2{dzCBWhVb%f0I${x=ok2hRkVrwt$KKMGInb8 zL_HqMM@<@H%|%Te*4g5whc^dBVzJg^GTId&5%Q$YHs6}1T>!xmL+MHU)A)~(4rBls zMUnD-rGt_PA8)qj1qvVD$s5|@A?b3v#d!H0{%N&zk6Mw~_V8-|fQnJXLq97VTj_5( z^5vt4{$W>GW{p_<;U>S`m)!o)Dqqox8f2={*M|C>%})7H*46A(wB|Y|^%ezhd~<3b zqQtjGLfUrgz&*o$m009Zo1B;cclK;)>pr?R=16a7w6-N<8qHw1b(`D1y>H;;njj?% zl-|q@>HI0nib1U}IlDF(!AOO@!7Pm>G_Ei^*9|=3Mf@j7JKzPQ7h>k2X>7|BA{HYV zIAJUDn2=S?eX))qGhy$7+xG|apkM1vQ}zP&7p20Xz!cNBetlW4$|OaH-{ z%G?Rtx7AhwIu~of8t2@(hH0uXx^NP^>z*&&(Yj~2Q3fYSc?_QkkiRyP@(U0uEI z%DlEGo5^`;oyTJFYN-V?+x`Qe+!~0m=5M08CLFQH`8G^W8l{P!|h^j>+5rOeVQ+#R+r(G^;Z0)O8!zf=IEW3*Rm?Q zj8I*_;;y1SW5~W+Z=sKn1BeQ-B0ZHIU)0#w5hL3XQiugTc`>b%_Hl!MSwBm~0H)f}8Uf7;u!YbdJZJB7=j8r1d2`uktAPJn(>5y0mDtsPGpAx32G|8p^ z&X;G(He`Kpa{2Go{IR@0hkEYa5OZAf5l7!$d2frJg2E0ZAT4seOUp3EvY$euK;sa5 z9@r418M(%!F*?;0DYYlt@Fy3#EP}FE`3Ue?2V$LIuj>-HE*Ce_36hm4%NJ91gT=@B z4r5z>NR|9{1?0B`vaJ&1Q4rlWgaOZL#ExB>3@`ivP_HDj@Q0K3sd zm|aK+i#)y9x9WGJS@yZ8QYh?#0&o)e_s{ zt#T!Mfa_Nw9c6AL5vfp`MrjHaAt+4%bhg4R`ZC7ftL{l4B zc?>)usLVsiKbH4h0nI09c+BP)*SdGO;mYtBBCV?(7y9${d$AS)JYD&YOt85xSkToQ zzP9mJironUZp#W%^!xd(cc@THl`K{HMu|$-Duiz8ikN7bz0n!m+{8}Y0W-;LO^(p! zY9XWaUQ2^dL*<_wO0MsX$vnmWe)onG{S8%fVzS`8lD6=ZT5jJpG^FvjIsF}OMcc0P z#cGuY2*i;4$_V%r(Bx*e*du08wf{ItqeZrQGnML1gX-otM^wwSlm+fnx3*rRiIdef(cl6-aJHe=nb z1WWAnw%i}w#!hbp(RO0`LDp`Q-7h9BwYns$#>P&43!JqpLeotDE%bYlp5r zl<&TG`tCzt`(VE7-v3A2m%z7C-igk9qnXjnNE)4^`<6!cY3uM6%SU`9zMVi0J0u|q zx#QqKLi6iE3q4p!6S~mS(uUUp3#CA8CqZelg;!E`d!*$Ress4Kw%u(XrETad+b*w# z$nX0`k}W%SpndN}zj!o?Gy1;&{r%74?d=Cf;-SF<-S8R<4IDuA7p41T7~ErR{e?Tr zR_ibByjJ~1uX^zRw*KOM9#LC=u>|^;tG|FI@uomqOS5Z^4$L7b&nK{YU^F4+cKt;Y z>PVYYsQzMeeQIUYfL}iR>?eD8XWUsDo9hJldX*@41zSS;{!dOHZrC-F;!&2*Pdj?k z!#m0x1I|lzN&71tBl0K}L4jF#*2yMVLP@YF$C5*xVe!!dTZpU@d4sFh&{uA*B$50L zD0lN>g;&`3{q;quhD$Mr1RV;Tm&ui^TyJ)04dEDMkwvWGU6Ie*ln$4PBcbA4?TcGj zbjtQMN3XnmHFF$Dw~0JKGpxdZdgJ!az6sujd+){GnD0&&pX*N6S%BJ87RTei%t0l> zzM;t#kOauNa)6L}it){OGwK>?mHLYP67>{YC8$w}6ei$mnecX%B2eGja$~V^sd)B= z@rW9Q%ElKoEi1VG|9;uu(8~y{Gv0-)6lXj`a6@$ZrD@5GUcW5BM8%>5-)b2IVW`{*(30fQxm(3F` zY-la)=?g2g2A(%KjaHAIHkb@5i&yUqyKL@gVSO1#|X5tXR$npW81MY(22ES z6QJX?FQhwqr{wG6&HTQ$?QJ@q*R^ez_1}*5A4NmSYz5mbUHP%yU4b{^tKS%j!`Jn7 zzZ7?`y8i91{yTY831sg14Dxz0lGjUeo7c@(IHSIOl1KREi;$la2~-YQ&ene&Ne6Y= zx~G;;#s`ZbYPco_YDzAaae0vs0!q$%;>f|+?cJp{kQ~qK)CC&+-o}t%wlRd9Lulx$ zMZ>j`m|43wr}yw?Q)btfcHDUH=EPD?FPq1pRL!})s>%ADF~J~aU9r5SKC}e>TCR=# zj$J)|Ql{?^3;RdnwG{&MjxR_7#@XM2W3nl%5j#=l(q}XpWm5?AqAZVTwBq^L5U)~3;nef z$ImjskZTvNRKZ2${Qb9%h}{8{|0riD+8YvVL9?mgf!ZQwN5A6)aZa4aX2D8IuR0? zNL!COf(WZA(*sY2-824vMv8E>Ub>9>KbK1$P&;B2IHn+elRm%bKoofHfcb1WO^cNu) zAHzO1z4cHBg72o=1Bj^FZ)sOs5TK3X$Hn3Hj3@|VrhS;ic5d2#bpO$vs63>=e!Bbi zoGLtbvP_}ACCQZ2Wtl>zsxpQ8I^?q5*iF;U6@yYJb$5EVYWMi~ZWUo2 zKxEOLLQbb?zjYJ^R8`yhd-_)NqCL`av1`tstgHoyuYe;cYMBwoPM z*sjW%hzpcU37sfaP8aJ9aHP4nGP?q$U@xfpD|gOyEWKRceCJ(@>9yLw}EiHA6sV;+*g z!7x|;eIBlMH^-t19~OaCp+I0oK<3#id%4P;jNuW_xFGc)Pj~{mvkc`6meo=&rUc(= zb8hR>{}1t#P;tBv6?o=!HJxf|`qbPh$8C+tSkB4I9(hEjve$>B^(LHo=a&p_X-Gvg z4i$OwD}=%l3q&(UoO`_a3_{2BZ~tyx78l#(sIf`{b_Xv3<^ z`qCb$r*-K*;~HffQ$7tU2UYSXFUx*v6mU@4<=23KCCp5rAtavLn4y4 zspuaQ&r!N)F4AC?moAzGT5Zzc5z4G0>b-u0oKTpJSDpY{EE>67@S8D!Wx)loopfL^ zcsg4#O&c1E_*17bl* zb}iHDW&TuL+vx>t7b7vRdwolMpwS&1ymc_cn!>JNOU%h?1$D=sLeEWY&TnNrDW@{% zaiz@Q=PIRw7d=5EJh`U2Vg{?hX<)SmO)_jWI|OrPB!9PDW7gUoHXGdC2DrQPlmZj6 z99BQgI+N$|Q^=i)pDSoEos(5XpYj|u?^8|Iogxoaj!oq_%H`^w=E?>a3-vNq=!$dL zQ1<HZ+*O&lvqSTb<95aajE(j`&m0KGSeo^U&PNA zRIK4EKSKSPALb7dk3dQH9Exs6gOAgPr0C{?&dgHR={aQ7xQnPVMx;#v3qi^~>l*I4 zH#RiUp$iB60#|PFCRe&r_WX+GW^YzhFpLZ*GFr2SGuXaxZ0Od05h@~{(-^fXn~A3^ z+Ww)T)ke3{=t5EKMu>|qQ5@u<43?f|%o&6W42$8X3u=vXpP3)Fa~TLr<)3EfGsW;107;XSTdOhh)J7GrQjRl%-){FCnRXStZ8O&o z=gesfO9ApZy;(`Ja;@E%aD+qd(oHmnya^nQKj0399r5gF-cHL|jTQB2H{oxCTSyDm zjP+p~u_J99HjMur7R0ppaV&zZ#6OFruonDyfu$oUnodOse?LUkG-h3cq?^kx`+UQJ z;P8Eho)dhWCbFj#&nbXH;VPWS9=!gz>()7pK}CQ0^~(*dl^)S$qgyTc52Yq#@0-h% zy(*On{-v)@WumCc9k@lsHFJ!&FqSulRdUvD`BY{wV+ju2GSIhYr7IS&+Wii*!{0uZ zv)2h1IMticpuwSMqXC0c&pJi#R*R-S?Fn00+4sCog_V!@q|I`!*%#`{ z*bQRF?eDNCQZ`SEQQs0z^wwJ`%J~IvP-(F9UQuDNmbM83E;HEFW+SULB5k+GA4)tswPyd@I(XoCa(VQhWr;Ae2etx&W=1 z-@~P2_^D@D=kLwx32Di%U)5lCZgIKVTm%PWD3dT0>F{b`l<~GgEYaE)n_m^s%UNil z(5(EMnNYBFC>HeL@`;epaaJcoJlx28i13=(F6HAa6g+9&jnkrM4mOSxFH z7Mb+jl7w4kRY9R{q{*1EG8Dlv6r<9qZFU4Sn_plQ@q)C#D0roAO_PUW8QvxY?Szc* zhJp9$m6kDm0%E!zYl6I$!k<7rsv*7wxae;}n}NlDjf_E*WiVmer>Ww+g7R{&>KY|V zEP?Obe6|6t69jOAfkz`JR5;{+Ta5I(NKWwC?LiZ((0$}#B~yj7LXMkDzghzGbw89E zd%%BT?Y8?%?^%rHJ>fREr*f7O6x^(OpR{f~u_V%Q+v0W1<9GhMD$tT?pjPO@3R77x z5;XBKlR1@0o12GIhUK|w@jWo8;GcXlo(`Kl zM$XqV(omt6lW_l0EH>rS%*zE8W>cLC9P}Ao6V)wiC0SYt&R=7*^P595;Ut<-U=zzS z!2wl>t-OAbgSQR@{+YAIz0QP#=d5vWQycN8uE~*j zuy3Nb>*nETuJXucS<_bqb|_Tu2B_@INpzTCR1$RW?IfAmJ)ov6bhr2K?SLuBa=jFc+47gNmZiftz z!IhgEJS$R81zfG1VjSU|*BcEquWSnX3hT4ZeAEs>Ovy>g8mzO6?r=*_ONcm{=uVnB z6|b;6bS4$aYg8ti(PA)$+OpC1m{HCtIh#{wRLT@;g-vg=7=&P(Wb<9XUm#CnX)HQ} zd7S}-5w(uzoCgArn7K!E2O?jm%angfs-wAh<>G5K$A-)z)2_z+E1w_GXZQDOIXg#HdLA98|&En=Nj$lO$;A54rTtmGj4h%K!IAMV|4m{*Znp|3W zd`GT%ByD7jl9XpcVROy_>0df9R8I&E$)s<^XahcgsGfj7Nb+Fo1YQ7l z!xaax)U?*^EaKCrb#A#EYJ{htCF*u7EfdN~Y@#d&k#C^J{e}uJYrRRLxX^)M7!x1pD#9o=~CW00Gq#n?W+9Z^sr~@y_syX~+!K8-#N>B=> zbf3$G?_m@af&4z;1>#+}+74{(GcI>ZNF?+zbP(X&dTo3Hs)2!1sVx0s9wJ8LJVX?VGDM^U--+s- z1fTDKPfPQcM=xL={MX1MhV;a|M+|@Sw7?}ewut`*>N+nMn(%U@eL^#*>m&$$XCBQp z{x7`hJ%3JO-RO&Az{g1MQv6{~S-Rd*zby^7Z=SL3Fe?!PN_Ud6?tFG7{98H=pYuOw{{S#@Cz>RUIpK){6fqZO z0LRX9q~F@FMkUv;{jh38ROx;`w|Svef&T($%@L<7Y-Vwb!kG!8c`T&Tos}9DNR11! zZYBO$H9w5FTd7x4v{I*hcQBOq@VqA<3O9Ip-YcDUCTIUZY=vv9$9k~U7qARC2UQ#i z+RpN=@D;KY!Dk9;EadY!8T|}NCYjF0ekiT1Q%R}WGkRt`22G z)LO}b0gJmjU)8^1Yhvx;9yy+?cgHLWoWbP=m!Qh@r;XO!XufVB?`LTRRCN0Mz~=f} zAKQ~I{fp9_3x>0(T|+h;%(<1s&qnUp+$euut3~AdJ6F)ec=CObDjh_ZLZ^DK-e2w~;1}!B zwH~f)-|U-&T6PG_V|`fP1!$l?3`H^tJZCi>@D;HY!N<;E5mDsaMVu=r>V+?pBv;?h z^{l8Y8evOa_AM=eu1dASa_FL#M3*|cdS^3@vnJ8zkD3`8P+FUgN_Ix{hG=IZ+L`vi zqZJe>GD;oq7>e!w;`U@|76KqB)*}Gai$Mqg!r!%jFvWaY4lOXKBH5?V8Oj!GcKe#6 zX04!=3qc2RBC5;=Rc`FIE7W4xKnYd)8U85l#;llON{to4u^BCAv|;L(5wE^b&djIh z1n3-c9+hithELKOlgDEBsd4f{YEQl2n|AZXU|VC({v4~4laeOTf5j6PXj(uyg-!Tp zK^}}_Jf@k(Xzm>RS{a5Wx>ROJxXV&O8dH>q+GVp@5X|^P3XOuq-)W2|8uD>8muPkt zYXVOAq|1ONZiY6?aro>#rIWx$9>=_x=UL2x{{?=m#{Y~_7y%B=7@XXlSS!Tdl~*pm zBFR&DywDnj>Kv9hA=Si{bpkN1x$gQAN{9t*K`T#WhcXsxb}$1JrjW}QHxcBz=Sy3D z`fBOM7t}_z9GO)+U;4?b2Pag7*z$tla@4O>DXBa+pgxz?X6nJ5t`f9BYsm~|3EmpCg<=9Vdi`~4Nx~fSJA)RE z*tr*24!-)6mv$l}PY#!K5kL9rPw|t_D+Lu?jGX*&X%wz!->eq@qwM<-KJI5RH4q?V zEWik%M1Vch5I$I<44#*3z*Etm3!sC))zR7226baxv;{3Zh_yxahDci!f+y(k$4oNW z{a-FUb>>Xz)Je4fbt27B>z+C_Gd4DJ>dAG`1}A8x9$9iX!u9+{T95Y}<^;mDfyd5+ zJ(w0UreT`5u+oA)0C*e({u_OyJw_-ka7A%}YVYjqph#29?+BPU5N(HA`w#HjpIQgC zvyA2i^;huWGiUITFGC408UO2^JT(JpYES7sNI{nYMSKJshxc3Hy;i#aC^nAfLxB$y z2gno9T4^dM5_Euf8YyU|$i*W5?SjrFm{cxD&>2V=XIP=tlx>i; z%+Ifyl5+GfcTO3(B6xBJ z(ct8`Kfw-A= zqb`yJ!z&1SlA|;c(c(3#=_wgS;Dnq*b7%%34?hkev;yln2es}yXY2g%g*BW9e};$* z;Vm;RSA(^PA1N?-jX+TGF?B-`KRiW^V<@K=Ip8(YT&>HMX_#}vFe|0Pkn@*PY0~s2 zTAK0mIK^q$D?Y)cV<_ID`)$Ljh(;G^3N~(Nk1A;;3%Q=rHH{zbz2W%Ql%?~Q4O94A z2*bPWP=d)#5uZ2dv+>Wz`w9(Kd&;Y~x~ym*n%*v`H7>Uh9GvV;Zr*Wo$KOHo9L;Jf z%@Pm79dE#Pp2Oq?&I0@Yxm}e3|k^{Fdp} zYvV;+f5zh>SC5&B_^ngqmh$MP#N`I{qUlZL{2yqBFIT51&8(UW$S$M#B`_Hr1o7aC zqvt=|HF zp=Iny&!*#B)Apw88(Q}aM2`=j*xzQb+f{0N%x!jQDVxh?O|OhZy3x_Dw-7Fi&Djh+js^3deBarGCygBb!W{!NSMQ<8p?t5{! ztXQNcl(2f`cWSemCKY-Wev+~!I};7PA^r)qsgwkz&*GCi>oVW13We{|rl`-A zjz_KF2b`LdQ3|c{y;oA;@hhK3Tri6f$7Leqf|cj69Pph9rh`(Y!q28Lg{ug;ps|t6 z7V+DrqZ=S;+=gi|p@M#CU_f=WT-DR$zsl28i{9EXvCwX*gjR^-J$DojH0~PB3#^P$ z$T_j~hK~GL!E0%`vDcoCh7ESJ(*s5rB;53+Zbz?U*F$@9-`ex&%}u<)BxF)n(Zm{U zMoVTmpITLCk&%Qg0O|u?g(c!_%9MT!h}7o0A;xwg~g(% zD}txc-1s8CVkVy_eMP)=TDQKvh__WmP?yOf7tx+;f_%M{=2@qvG37`PV6hlRa%`Ga0HF4g6CRxeQK4;rdMWnoH&plsyDG( zvugJ}*Ll4y!w}PnS*3(&Cl)#fEt!9tp(vxK2wtDTjHITBe`vDdM_m^ZJe=ZkR_*&A^Je!BVxVELS$f=7b6wXf0MI85px!G}5}-upvvl-Fn;9 z&AT2y+~)1v+FCc#g(LL{75$5n>6pf zY0GYWu;!EofNe3K6p(DKsfS)`=HkT{*fb>{vK)XkFWp4x@c(a$F76dNN_FE z+J6s`c1l(UWnJZV6?sk>tQB zic>LHvXCDr62AMxi$=SK0& z>+tv){7h+b--kWJ^60%60_l`!9I(NCq-Z4qxFO=$YYCUl+ zjh_7*75dp#cNF)vA6nm}feKx%W>bAT+Hz}}?B12Tx+j!c1vF|kii3?CTA(`bjMtC# z)+yxDm={LfI{x8Rn@-$V=V-jXp>yx*;ODm7e^XX(b!fEqkS*!AI&IceXE4@VH>b?4 z>F%hz5h-&gr5BxMx4>&epLJfDvzfu|kn=21I$o~m^86xQ?uELXb#Dw2A>9&kC4+xWW{Gyh>w6-)N#0c21xjDQcP~`s=6KMR z2za&N*Nl>pq0ip?QCXEkI@mmmICPONM|K_5<*G)c%c1>N(dF!U{8lJtOdmj(Uv0d3 zsAX08sop!!-`u?Sx~zsF0aE5{sAF?S;|=XTM`1^A;|*a+m2a=8@_O$|ao5)lG+x;C z$j!|fqe-PTixwN?X|vsAsUL#Myxyv?2SDAtDknhdhGWS3S_5U}i%^#%U*f-4Yb{sJ zKKBd{`mt4bq_qg1IIXbR6q#>=+c6Byjzj-~rf(~7o=`Ma%dr}f)=wr$u~NugJJX`I z!06U@N@>=eMZ7RwfU?(AGh+@_eciBW{N?e;oMkW`v7Uk7&lCTTz5q&i_zmk9864CH zF*sgqKJ@hi8$P*pg`MC@;m^UyMeCI_n!v%SgTi7po|G;|C^x8A)zTqp$GKvex8aR9dB4XVW`FMpmg-G~e{;KFR3Vc5I@qKVwBk z$DYrw@p@K_B3KVYzB(_>DweE{UqGwF0IiOn&tL{pi>waQwXBXfKt{)$cMCp=hBn7_ z$mR%SR@i|Y|K63K8w`S;z_ljTQYJ^PxjBOj4gzbD=mpsuIe5CURVk)-_PMi&E_(6g z`6UdH{5O#S0*Qw$6Aw>d?M3kM(`=@NtgRB%6&UmSl@cDIq%|zSW5q;4MYM~|6i6$D zUZw+Q+Hs~0mltqWhEv@*)rC_lajFxiayXU6sSHll<5V5a#BnBuGf|w0;7k~&+&JOF zIkp3smcA1PUPKfTcG*W=*aDRc<-JE zwkDi;Xg+Oj_m*DQM_MCmMhwxeWbdHEoEgf*yW+;}+qQ1OH~t^mz64H+>e{>Rt*%~c z@9ye--@9jepPuendlqH}1`vjQ8IWy2*#vPxKtOPbQKLpf+@kr6#%Lrk12_T^jT)0E z(fs1e(`c6WeR)iGsZVe0n5Y;xu$y{UQAdR;PrY7G=4CJdp{Nqb`Hi9?~*Le_4}Hev`h6U&9U zC;y~!j>k~<%NXi@8ABDSJ9ihp=+52FmMac#z3RY4+14u_-?ro6`dsA$Pvf+7VOr7Y zE}oZdnBM4w_T9g@rN8&9FYLbN7dQ9!UVr?iRo4yp>gMd8yYeg3{dIG9;aK;{kDybP z8uNVIGvbpyAKOQq)h%za=i@h@=J}{iOoC3@osERDZu&9F&Qnms7=FvyTnHW{ty-^6 zPIkiSNq(tbWsC)F0h^${R)?p{Y7AO=Od>=yOVvWOU_BwhcTagf-b08e4%RB3kM)Og zk~%qr-5#s=t5?=A(U)_3Na)pgbKtcWx2RF`cJq_D&M+tV8v>d0nqvm+l80)Yscp{c z(t>N})!RBQp1TWt*JNISr+aA3F~2Vz4H}PT2fCZ=wuDEpxorq7`Ase}Z}hoM@%~k< z`6X+&4{U8jEuC`mO|l2IbS`lTMn(^O0vWx6kmwdQ-9VYARIV4x(H zd4!bS;=N$K7hte7B#naf*tXTF!3|^HkHNFLKfsp;OFiA2zq7b$>7)$OrzFqnBdxPb zsot#JUYgT3gvA`*a%W9_U)Ij~3*q#Pa-9xOgn^V^Xq>U8JZ;C^dV9979=qm1G@=P?wf+zohkVb;2Bhp06aN5U>!V3;WD2hmpg8w@rMI7l-Ae8m0dLP1fz7_iF zF1bkVVVpD`F@euUOl~McrhO)Er@@sD;8jSKUe3g-Q75Ot1cNKtnaWRy3p+K8PF-0J zE58Ln(3VL*p|5V5t$#votq(h*e!m1NqMg%FXoQ@&LuUy=rc%V?Ve!egP%jA+op=xP z5|qYp(}QIb!M44_d-r+aMc(_+fkeHaI0~AF>y{(joRtw&wL{bp6zUV7y@z@DlkN~a zgp~9hWKYi(_b+N#I5Evu6TqwKQ0cse#wmI0y7i9wSV**+>>lXWu{esy>MC1l$ztOM zzdlp|^XGhJQARJAY1R^S+I>bfXXLH%=0I<+O0BZ{!0Q1wo}}Q4*bT=42|#q}CRt{_ zN#26SNtWm)ChU(jkHU2|zsTBQf<{AueJq(YQXWq^I12b-<4}1NFf}2nWV8LE{t;!e z@fcdUrDgq|`2*V)wgq`U*0=udRe|1?I$nn-3K#;Ja-?Ih)eVf9magEO9kb#ePwJOa z^)cQOZwp77B1Ulj+^?RW3v?{luzOPb^}8>h-++us!5{QQB&}AjP4q8oG?+LY0{(*& zr>GfTKkdSHt1a1v_#Zm?5t%xLQC?Fp%F7s|AggxWh;_MP)#t`2DLgBua-UlC=fn9n z7pVrA#}P(pLVUOb@d0C$e(V!T z!wY0cvT8geIRdvJmDUNjlm&gUv$Y`|Ra1#KZ9~0pDh!dsC;yC3q^j}8YjuS;ceHHy z&dTNYtS#A#bDGnWvi8CScP=0L`r@QDGdb5ZyUAI3Ytr;cQ&{A~9jVEk7Gq*!A=44! z%<-=Jd{0aO&WRhR#(c=ai%y=xj#{N? zz;6onR@|<-XxMB?#AA}9&MQdOl@5)FMyn8waNH$=vku;ah~b4h2%2z!?65Et8U@+2 z>vz?s`bbu#mVayAl*{I|g@x4ed)8lk*I=abu^28zaJ=3aY6{0oJ{C$>{ru+1fsQ3t ze0}DwpMP!gl$)QwZp{q?zQo*Jb5~c7c%>)Ou4Ppc&kn{j0o*sITBcb z{Um%%n__kUj4TY##UlGkTFRu zb_DTE@SwvHmh|xAWqKebLy}kG)HhH_tdK}eeEg_h3gfu&G*suAh^A`trIYx22BPs~ z`T7^~UYPZ0glti)VCQU*s|S3Wl(E}qXym0hs%9^gPClYXSOUHT&$OI^fMAM^;&V0Lggg*1KQ<|L?8 z(ug-p$4mNVXgL_q$MaayKOjr`w|W0QKfK6)A3Bi8R&K(QKDiv(%Cs!$g)c7Y&*u4- zMZID#_q1;O&Z?I4dlNJ^%QSk8-rG2%IWxJzX+iMWnT|(9yV>D}5p7kQX)Bwo4Z&GA zFU^B_Gp{{A$B0G)Zw)$aeo-TsMPsBThH!vMrBc~^;MYjlTd}aW8J>qQGW8P7%L&T( z!Lq(}f1(+yZfqtaSw9oWdZgXhkz^7XtAMS_dAc^3K10TzZjzopyLW7y6<6IhIIwMA zv!7wY6V~3fI^0)^%DZA{Xr0!d?}~OVXmY^d73a;|JT>@NAy5ouXZy_2)(93ZU}(-) zmluK^3pebV*mm93moF%28QwsPcF`L#YxD+v{p95ZDOfk-vh%~GkjZXBGTv@awj$2= zq8>c+l=u4;#ryp$#rwT(#Qxbbew_1rCZ4}gxswuoxky8+i`0UvD{1VK5d}ERnHfz@ z%)f6y=T$LJJ7TV;3>NfA(iagIh7cD5M26_Vl0FV+5h4+UGs}7><8g}UPn$i0#6Ll_ zzzfTQHrvve3dYrBCB6Erf?j=Y-}lfjURZql%7U$7pp@)Q+pj87pb}8u39sNza~J+fx%>ARFf7CGqCJ)ISwJz*e-v^EBxjn4b>>blrN1s z8F^aIkzKRA9(`IL7Zj*dVqT+-m2SpZHOgqw<#y~G`v|b(_3*L%w={Z`u3~}JS?GDYk`fhM-dD6>tFvL_(9S-mep~_1)(Pk7AwW2n z;A~MCI)cJrjn~(=}nJiMOVz*%dTOM>IYxGclPE1-idV#B)1^)29gwzlH(?Y3tg(ZDOD#Hc#wn` zi@UHple<030wu6I66Lgdw|D4dlt+{F=+Xq7xis?m+Qj1GK=qV{U1Oum9lO_LfyCM7 z95+3La~!G$ty41-YPh`HQGvHP+b@YUu$GT2x@u6%M*Z}`_jijfqzVTyHOfG@rK3pB z9ZTR>eT3~`s8pDiAoFWs<`_xv14eOR{)|ugNkfjFH>m;cdI^@vCv-tuxusfW{IW|~;(6m`R9WGqV3Kcg5Eh?rXjgR+acL~elL*HXExvQW*eyT1&4 zE+pT_ee|5~m21VC*IZ3D&3CCq=D2)Z&$ta+>-kxiVBO}wKvnI}z&ta6VAqI186 z8Cua|p;uwiw)J8!*43NYPCjUim)mpJcWlg#rrSYzcaYlp%gw)Y_-dKe`h*l+^@tV) zR3-z_#EXGQS}-U1+^App0Zcl;g@TJzCBMZ7MfR$QY%2KCxnDN|OXYfxhMVhY=@Aax z^m1S1W6^1ef^&@=E7Nhq4rUHzuw_kA;YlIZp3liO4doF8YcQTkKLTcM9al@Z#1^$i zzdHzY9p=?WQ+I%W-%NWL&#rPyE6_yx4JtB?fh@q}lG&6Nu+uh6tV%(_ERCoKQQ} zB-8D&hcC@kJPqM$WCXOhQ3o*psU4U24#&b>MegjLLub31}O-Kv|(J=E1LfHe=;sHAZeOv&AK`#z}tZ?W= zzf(*OAEfvSJ+wE{o86uxzO;Tt-X!s@z{BzI+e2IC)?+&*grSMvJK-g`|DpcgXD+$> zR^Ox6c#QQQW~2wc=w}e8 zhdbjiZwd~?L=4tMq0NRb$9(Ewd=3mWF#a;c+58$z_D~@D(NuMeqHPF!e8iB1kO(dT z5b%W55RALj%JG(WZMtdzz$s$8d(MXU9XMAXUmBGfqS{Y9aMD+m$UK)e{zxK)c8|){ zw~I&*ZZ*!_sXnpxSUj8@?xv{UgUAyxr9R$^#pA;Z?3&}&$T6@hD@Il~iu6in?4Z7YKVW*eS~eMS=4PdUzy3noX*pk7&A6*z(UtYI8$md^384VPDtEo+ZU^pIOM z2+vkrKI%3HOo$m9EI*3oDkwpO?~lAt*d0-LC!ZcvQ~$sX_Ze@Vh%kYY9VexIpJ^ZN znQN&~Rbpe`@gB=7Zj^$8kgRpAWTS-mFCJ)Lk*;tFryplM?WWw143u+JB%h^5H6Mxm z6yo_MwDH$@N%5#oGqqmu1&LDr#WP&%`Y|_!@6K%h@ zV;zAz{T+cX04(573YsGwq5`IT%2OEIh%Y(@(^u|+9bf_{Y_4OV_<}1rce-+!7VIP^)(Yv z8Ei7<{?!gqmInA0GX1F*+!zDe{73%NmUv`RwE(@Ynr+cTk-d-lQfRMh!eclxCk>q_ zo8o(3{F+jZt%|miXexuCcvU&?Y6@?p&0#x~4n5^x9P_+;`)$ zn1ki~339%m6*)7#n>87DH?!dx$}~TqzxCu0omkFL=oc#!_3C`W1>KtyCJNImrmDAO zX_sVVGpPnF)Am*La?-oUyt{7Mbb;|hY~e|J^J&>M0B5`V%glBBiW0uL9hR%aFj6OD zWDLrxUI%K;tZ6rX(nTgq66~OJu!CrHe{n&D@pxRe{9Kz-U_Q%YNX2;92=fcZB__ij z9&T|Tfi;nx!a$m*9E5;&#rCxkf3QS)fib&ScntdkLzHe#v)_R>WIQI0vJk&$$xAH! zON(CP!Cn%^3jleuDO;I$Gp(VzB_8JU1MzHR+y(2zDZ3!2746;ssZpm2K?{B(4lL`I zZ4SbwawxqoXTl@E+GE$`+uP?vbl!tF?R;RQUa$T^U)iPdi(v~sa`}3tH4hMXenqFpt8eKx~8JkZ=TWAIVKT=XYlj zj|&Zai5-x$Iq}&xohh;zVvC;K!w(-MeiP_BP6&oGaWZbx%T#(37F+TBkYuluNNJ)kIP=q(7^S|5?_p3uf zxnyp3ub0FaUVdF;2!xMZq+m3AxnQfy2j39J&sR|4m9cqFB2TD^G21Cc*TKLc`Nx>? z*MME8YP&#t?z2sM1gJ*!SKA5Pr8Xw+4*mUyDs-zaWDhSd+K7N0gQQ=ZvkOVLs=K@a zOUoJa)%Ym-YnpW%LS&+mC5{C6Ih~btOVoyYRs-mC!rj^cOM6{eo4oI>h@^{!p}Tkx zbV>NvMWaXy5$oS2h7)L--)(yM7XWP*s*G|j{RcK2u4}s=#xqmo$m$;uOV?i23QG-l zJ7k>(NSi)OmOcobh4u_HUz5#r6?WG3H8g7*Ycujga(s|3wh#=A(O38FoJYZ~IZJ!6 zD9TpfgLhTk`!CY;fqZ_!rt8(ZiVDk>=}R2qV5mc_x~@`|48S_b?U5_%7!^z3?@j~c zO{V^}$ECAfl8hf}ti>2<^6){5mCey-+b^b6u6S1b(z}x!2@7FcOmK>1-#|6~J6ypeaHDGbe9SYmPrcrY$~n9< z2$%*dAf(z{*2}{-CBFMZ3&+}<=HGv(xbZQIVD;(*2KX1<2pfQJ$LM9r8SM`6fE!JnPmj!8n@iH$nfRSCT zXyoI%!t_DP=PUDB&t55F2-QsCFe#A2)*IQgz~0;w_M5?F=%K(aGC&acC29m)#EAry zL(dia89tMu^90QaasNY}GR~U56LaEB_~s>!E5B0aZ0sBMz}O#Y?wxbeTk~3r*goYGqhiI zYlw3(^4QN#j_y`tCqE|rg1!*6PL82pyp>~8VqI1 z`B(gqO-l$?xLSo9&4`G*4J>)>(aQsW<5pUIIU+@uo_m_%kb*wA?ldqg99Yk#!xZ|x zviy_-YFIkG=Ruw+ldBjF9>nk#&&cvP=n)|=Z#jF8U02*%GTm4EHLTW=JvXY^@07B! zudd3o_k*R0^Hajww_b>^3cSSa%ef!fFf1l(P{hjQP(cX9tqI%1ST{QsN)eZ>V=0&$ zFE#ir8j8#o-h|1{Sh18LtRazDFm1J1rMyPS&Ls1afY;Y_BZ6VsnB&jft-&IWI8t{Q zA)dNf@GF|?kyG|}be}Jny_tg@jbw`RkDX{|(Xq1|O2H9{!h^BkZ9opi`Rn-gUduJ! z<9o^?QWs4gTg=u)b2mg*GY!E=RgsNzDJIc9~Qf>5NUA z-;2(47@Z|rCMS_s_30%_xg-k&)em9WQ`hQSP-GdMDtW5uS@o6UJRw@~bGazXkARPV zG|`LTB)(XmvkXi(pEX)JVCI9nlj;! z9xvfl`Zj;g)k!OhxBCLt@UB!bO^3-B0oU=0%>f`;sZ z1eHt~Q}s6GeMP*zFU!D0e0lZCU!wpc(_Wl+6cTTPmGgh%` zUQin%!uniZf?c6efbqDtbGF2~+It z$+V)H#w(~N#ly6hLfi#%5*UEA*?Eynx{H9sU! z#@!R%I0*Ws7y=O}>~v>A=!{*$?0&>*=%%cF&j}>;BEVn2Yt0U?uXzljCk-QPp^lj> z%Qb`bNIaCP7O%&)Y6HK)USF>XERE<&eQ8AA3)J+_*?2#%6@ob_>x|3)*BQcJ-6lTf zq*(-P{XVsHF~le#&N<0U(MbYSWU8>oLE}M}eN}+-f=X3dTd~{ga&pyN1j~~3U3L#w ztJVf&!$9g)ykOYVtLzL}2W z8N63ERQC{4YTvJiAZJ1(u|S?(Bhm2Ea|&a{6nExBhbYSjhvVSc@|s9j=J@_}<7OnJ zO^OzI&@^e7`t8|_Hesyq_lJ9bH1uwDou}-D^l`%){^;R7#trsYeLaG&Pv~_wY);(H zsDW|nnDQ5Q%ESkpwjcM25zAK-%?a=aeTD_wT*$PIY{~s>#ir6+ZUXQAh|W~Wy|`0= zM-58%uW$ZO#PTMh`kZTr7o?9L57AEEa!*0iL9zoSWj%-_`AqR*^rOAF!y-rYIoQ#6 zCo^Z<%k)sPaGEjl1-1E7hPcqDou4q<9fPIBBE#khbu5CzeXSRxQ4Rr$jcXb+rPODOBfJ1?=^8R)wEoEc|?HR;p2BON@A zowV!lA!(CGZUqu6*#YpFQTvv^foJgbvB zR&XB96z=!koun9GEo&?q!hA36xLD=7F+YAaK zA0$1zDa--wKX6%oDVEL{kWGE6D=_?uDUI4zCW6; z(KCB~d*$%yOYO)F`D{&5-m@cgS}^ST=mcB{v4Az9h%RIfYXall!9b?*51v(%qWD;Iax`uck327nveI#y5oZAG`)ObR2%R zUgX{PplAp`K{KXS`3}e?H}odWsF9XTyjmzi4M1jW>E)7?-_b&XCZ$oWpC%rOb8##y zvWlXwJO=e&UpDg+;L(@x?op_%?`-b2aaUBnfT{`BgiIDpLJ=w4zY*0ph&PydWR<&*i1Lf?B7N86TzRY= zaMuu9*a3O5!|tg=+Voy(1x|fuKENcP>OC~qUu2R*ncX#{fq$Bn?6H#-Kn*WJzDf~l zG&i2}m#$lQyw9V8-=6$kp)SL`D9|o5719;Xh+~@QoZ2p2SiO3Ubv^h8U?OTy@SOL$ z+Q!dcHx>U50t^2mgz^ldfAaf??%g_mM9lgm541dIE3aO1=|nTqy0nX?SSv;`Qpabm zZgT}7Y8B<^xM|YrzSJqDt|U!2Pf~Cw30hujY3NqLDrmD(Q%#!Rssub81=l|$8I{YjAD;{mhq7!<6)95e` z`61b;7Vd>kk(@uLfS8pSF8^XGgTRJR@xjT{zf&8~tFjFY!=rK@Y|Pe&kW4mf=9wjj z?4bnO2Gmq}c(4N+{(>@Ra2Zm;8#+=(_=#Ag{f@B@@kW8wpP!_Ex|A+eer3c<8k&e0 zN})AHq3hj;YpHJ%L4jIZ@xYP1!hjjLW9GVB9P0_~sL^GSrBn3$59&pBdPOS zwXkdV3Z?$^2(jF_%6nuTmGgUX3ob%Cq^=d*1TV~JCZUTLZ;^TY9=ecMRu*%tn3Hm9 zg;9#@2IOJ$)1?v*O>0*It-ndUYE}@uMPY~a_Gh#uw=GC`9TwO zms-ZroW!PbH}=kJ{1Sk5=N)qc2wUhi`IneiCDtm@8VSb*hj8Oo{fxDbl0*Ad_k>YT z7(LjSFJ*hbNMyTWKCW{28_z*7s+Z5uPF zL*9?E$-ajmj{9DNk1~zshw7ywQys4F=%pgO&kf^^K%9H1jb<=Tw9$HD5i&86x3CAF z7_etIFx7%eGV~ewCXH(zNxGzrZ*hR_g@ z=9{r_81XUWlqUT&Cl<*?0t{9)Smd^%PHQZUYxA@pnIZ?CyjilgJ!h4^?6Wv*X+X`C*u`o{<$JyvzDhF+Y+oy=7 zO{c|0Yig|FR0((@8Hlp6u+49mdrdN7Lk<3Dr9_iIGuepF6j(*^(v=iC%@yoerC3%Q>+N>8h<{n^H$&^uNvBUrp{qVpVquQ~^BA5#=Q1!*~n^9x0=sQfFY z5>%tpERiQnB0s;7Fp60*-$@IkouR9a1AL~aiMe3okb=(JXv`q%?ViF;$Lb#_pMH_u zv2`)rl?W%A{x-(g>w=_!#K5yy(~-}zrWsv4lO6^!0(WBvg+wIQYh4D1z?33x{+m6y|FVqVjW7Z zv0csGe)ywQ>0eK=D2)*9Qi0d~B)G2a4)VTvWH6|~;Swtj2_1g~)f^5fZ#@2uCFPqx^u$cMz%9gND1C8ie6so%{z z9;^(pDzC7p6<#zZpY6X93%TpaM9b$SnsJ%za3@zXu!$d{+-(HYF5%L~e0WEO)MbU! z!~iO1dNCLe>{E+La6>bb%8(N!D8D(gKY$uNCLg0~_T_4>CN0qBAE`Hd? z;S=ZF)d%}!^??v8#Vm0cngwS9K7u!=C zf?X{fY1NOz_(1Ew9UOe7mG4UUP#roBNb+bfRd>+Vz2*H>Q2jjVVCez4ed?IPzP_Bp znR>c6!Ev^UXT>&Acv@Q8L*=-3eheSr{TNKHW+ugICTD2IBa<<)L^`1^!|b%R44U&U zDj2DpD%hWwE}b_!VXq}?*u5j;*0?4s&OlETt z+ zE^FnAWHwiX*Eb6USMhpCI9e$hBwP9|<55lBL@pbq&%c}`%v7AgzMVAgqV2-22qjdX9Svo~jGV0#0@ZBONeC4y z{OKTVnm5{^YF+kiQli{-MZkAC&v6rtu^G57!zILOHd7n%`kN|g>hU>wOIWbC6w%G) z-Q|-((pgKm-Q?b79L|RN=4Uht!s31H0adr+x2O~}1F5koI`g&i>vQ$C@8nDyL*Bxp zL86##H1OA}H_~+vag$Qcr^O|CnkY_Eea|2-Cg3tKat$A!$>y&m36)Z&Hfw;&Eji8j ziaB!_4r`IV<;>;jE5VJZ+uOIZBkkq&iz=h@zAEMQxGMrz+4nrd4<&b7;bHH0PEKhN;_o}fvX|E$_o@%1q&vf<^DXh<9RqHOmWH!n$NJT4K!w?h@hNt zec>Oqgx9TNx31JwgeQ#`$30)89Oru!0(ER9N~bcdJW2UHjO9P4J>3Gfa+FRE{2dK- zx%IR8OQ#PUS;pStF7MgPpJ_$r=ld*oRmEpJC8Akjf9C?UcJSb4S*j~B76td^3fJf&4%k(nXbWDSbi*DvBo$>(6r za??iePk{Dz|$XQCI%}K93*l6q1yPr^sxbF6`4+nq6KljL#8W zveV6PqJeFyf>~0}QBX@wAv572L1XXzcUIZTdW*Tl?rdx?qph7GSv)P{rKhUvczie} zuIl)no!v1(HPMp7sv$YasZluj(+)Y=L8zW0iPC+}m zlWbiE^_^SG!rI_+Z({lP^P{cE#2L(q#nE0i7nj-I0C$`YS{Y6i&;zg~l1f`Z(n z-Cg+4lOJI2zRgo`SA5jXR;)p7+C#+a_cN)FiVmBgk9T0tnzx7JemdE0M~%2Glxe|9 zlx2e3IYSu~1&(F{ErSA?$eb(_UUa_eGO0BmR&Ul`LgYh9{z=ISkzmrE=n9eH67%VK zaU?kh?Si6e!kSe#qkt_!xTJlmQAKip(X&jB>MhD4w<86kVFL@CR@a5d^q*t|N+4>R(Oh-;f z-L~|?Yb|N_mcy<3uf>1UA6R#~rj56A0f+*@Px*+!EVqaplBXl8@@|T5_bttTY}+86 zg5~Vp|9s{h9-%xOtt-7f2aQKEd>W)x_82uXkD6(Iv79SEyx#R)a&N%b6o)s4cdQiJ z0S2IynU%O3S(Hsxc2qtkq(!F!n}*j<+hLuFoMjhnE3YfQZ=>^ZSTEhoMvyEj`4ZmFcpzu}b@7jX*EKe1*%gVOJf+aVhlI~NshyHD*R45i-`CN`j&mYcRk zPQA{#p_=Sf<*$1nz1yv;Kjpx8_D){hkNc*<+gSohJACRZtXHr)I$T29dFQx0OigB_ zWJPA?vhkj?FTJg=N4Hm=thb*JyUE_AyotQCyA!;5uX*Rc8~iu@XZ*Lfb?d$>z~Qjn z3~DWE^>3p4V&Hu~avygaLU6f024Pw8%z5h1N1tQ3;5}YPEk%7?53>q3lip_86+3^8~%SY{g2&TvJo_{4(^=?sO^I7*k>BuZ{0#qubHhx=Y=d* z?rXY7-%VeFSQqZwBJU{Grt=?;lwD; zEDvdm^rlIcxJ||ZQ@cbP&d4PYysR_8P1~Yt^N8JAqhb@4EeUY%pm{h?{XA-oVp{K| zVpB2q6~DQh`w81t1vsNd12jiVid)BRc+mDCC2xTF*a{`bZN%e}wMc78ctmZoSPnhl z{*-JD5;J;xXqyOezSuHm{g2U-F;hKbZ*m>RblHThfn^}A31hl)%Fg6}o?;nMFZ6cE z*!vKc*>AR2v7u6pTE?9oVrSz$1^~Ta?ggM*@=wgXo^;?4(Kd2vQJAE&v5M`#(X)(4 z>C^Ig%6Pd3yc2JS^qC)V%whJ2CUAmA>r@^MVghfPugACARC-~a%gBYVjwB6WA} zvPW5>U?>QgQmM-Dh*Hm2?1z_majM+-s|ILs9>y|bZ$hTIqInpilQbaD(jnBD{yLzw z2z*a}ib>9mAyPM8biW%W2Pz*zYpt9Q8ubXtgu`Mcyc9 zskMltIta(vJ!}uU5W8kr!a%&XLR%@O(i9j|>5SQ>Xa-t_2UKedVa>WUCR>O9)PBQ5 zNi?JatB{c@1>ZEv&-^Gy@%yZV_ACi8GS)3K7Xs|0U1kl9)&hBekgtHyPx;cJ6Dj8P z&|Y|)ZP{MY%d0*aH!@PO%xdb_&kV(n8)Z>z{kA;42`ATuQi3>oQc>DD3+zspQTX}n zkT;Dm%YPUN{U0ZBmv;(QA>_yP!*i&Ji=?N{lV`{$Df63APbLJ~)|u6I>HG8qrshoB z5)bZ&Vx&)uJul`=KD)nFzCDcX^ZaI za>KI5T}SUES4!oYRM*7o7b3psUHPIhNzSP1`dO5sl0HZfzbr+4W6%Cd6(pQE5$>k| zth(A=qQ~p5BJ2{(OyqZe_aqE2d}m-bNDDfp-3{UhPhl|`X^%k2XQBJxD=kLtnq4I4xLSC_tyT&+CL4~m&&S4%o=W!fwPpZ5nbzY>{ z%+KyjPF@pvW^jhVX$|iO{UXi7>UmW1!r6>rE~vM zzTPH2y$!Ia^AeD2e6@5bd2YoLQ?FP)QCW_yCz|sj8cxkgEY&ANZRw1l7JYtnVI!fe z>6$>Cxr{QB!9R=a|Cq|}rI;{4*&urFN?pH5am52@^-W6@)aN9znb-poX85H7QnH6G z7iCBkE;jFId)l)?!o%hr%kkOLcobGZX{qUum)|`L`B=_N%O*=^pAddRH0iBi4m~90bT{p z%J|#iodaxnw+>b@z1^<)zY(hJFEfSS3tO;0xYZ)GHimHu8P;nxcmWp$me+k|tlceR zUWehRkr$#ljhtpEMt2@RMr$D_@y|lVr@w}aLW8NA&hn8^rk-+FLLNB*YowK1!Yf2? z$gh`;TgY<_+RKe$20|*Nmd$(xHtR$M@3-D`FK=ZZq!x?|%^~Zv(e5UaSWA9lv`N;+ zULZNZcQChzb2V6vR?5gjxd|2xk-E^`*TF|dpKz0KvpD%^s?7?L?-U-^3?_r?HtU+r z;qK+Z8iH~p=#BYZ;JP@77jGw=3q^DmO-ZY;^RLFVCb|h9+X8XtMchYGsOwm{-GmK8 z^>pv0I2A>3^I}#7TGEUAUt&Rx3n#|wRC8lS4rH9NI*GVF085r=;O#i>Cd=8>DjQfw0Q`H156Z)=_^+Gpp1WHhD zWFK%PLW|tS&zwb&GqnqJpd*>{+10a(ZI+(780%8rHL2AQymKhlW0EHGLd!?1T-swU+aQnk2=YS5gK^Db<0u1L8`Y%$`&XG9RK~YcIX-kK`86V z-n?IQP;W>+5=4tNkozQLFW$pONY;VNH>3fyvn4TysDFD53}>fb?|}oDLQO5|78tI^)nthy{iz0uLr#tUknn^rc)VK6R5^6 zlHdPQ!o7`;B%qv-Lz5JI`sMWaLyr}(7l^}#mXSTBSbs1ZK5)=p z19_gW&2{HXR_{QlR_^toc636HK8BoR_0UK52YWpfu`jTzp-uuBM;V&8+Lp{j&J6?U z`0bCZN>J-RX;;UzFSW9YF?+Zf6=AM|EC@tNGD`M zW*^x7Up)YFU0vF_&0h*p-9ETUp+~DKXGe$`vlu1rRbQG%!*a|{sTE~nPoz<`c#C$B zB0+lju3-xb$qWe*IzpV=H7fR61}fAR2n=-Ctl!`?4>G>c>X$XWoK$PIjl+5S>J zf+z;(Y2>;S_cp#bhRUqA17?F*TnUh&ku17H^{AF-VxA8n4}uVV+iw2ol_U2rv2N#P z@z1VH;6Q0_YX#Mw#+I6AK2=N23Z>P>7$5yQrd8(IwGLlCAW>b#nO=gj7Hx|&cH+yc zGjp2cb-1fb%k%3LkN3iAZqJU6b^7I{h54?Yriv0li(zN(uGNi>*f2GxTvb9KKvDbp z+n9mp`kMyFoVCT(*%c<65_OX+>_aT`Mx9wgV@sKBZiTV0t71;0tMAVC_7_X2?NB|p zHut4>?0j=cmFcey8~EYEX5bUC&n)S!EhVJ|AG00NN6XVK&(fNT0!O~Hi%T2p0X;`7 zCQFMe8^e4(B}rGsm288uCUaRuQLL_Vw2B9L7WIz4X%-F;cj=cEhS{YJ!AY~zONO?{RPx!vVMZsrX`{v(mC4qM3Y+06!^;OI{h`2G%>$&yqN|9JHVYuBz#N46kS(ADh z3cOC@<;lLO@cM}f{BJ6F?{r>~ks*7I{GZ2j51{!;c){&`(7UF3rgIKY;1lSyEe-K|E@%DSZe)r4Xd{5>a_Dt@K`zG`x z^o-^l`;P7m^$hOJ^i1=P_Y8%+xV}OMMCYK!zf1^3w@R)OULlqbeF|ippm_{7^!vHV z*oERDf9!YlSM6u?hYamNxkmIL^H6>1xQS(=b(82I77w)q9S^kxv){t^+YY$~`J$i+ zCB2aSm02PM;9TrA)s~dEkbWy1WIAaorl-5>Ky{sn*Nn?-wW{By#w97quF(U zY~>1>OYxt;N_B^BrM@NT`=zDeC;8iM4NA)eD8**i0lk&YF9NzX6O7gsD8=+=mmh-vBPRz{i4nJO$+}!WyF7iu@|7c>j2tHZU1|F67m$!*AmEE(3^` z4G?V$(0|hA_)P@%0yKL8@4bNIUcgGPaa<3|U;C2S$s9D68&^oDhHaZ*Bn$V?v zO@oe?X0~5i|NJ80TQ^~}Y=CL;fN7s=28F*%$hGGEB@yk)fM_p!jd?#|H#CI$Wv+hY z!TaA*5!$(9w0_uL(bpVA-;BTB^pk|Q!vLlIy?gfqp8AnPefN%J_YTDF71!>S z-R_my?v?QxCGsOEb}Z-Tfi6j7XAVyL?jM2E8VQ`D={JGX3qbA#^Z=*S{7!-H1&HAzWaz`;&wuR#ZC3_N3+^`oVfXsW?iGCZPS<~8pw}3zwX+ZQ4#+iB7hJ0u zD1~&l9=>%~1@x8R<{2nu=68yy|AedG#C@+ZT&va|JT#ZDlG;c|&|{}&>97A3g3#LP zKViP>z-jkNZ1-d9bf>&~$7GlGo0bkJW#@MaZ$yVsK`Xd@tu8gG=z;brW6-7lbwjIOY0xN)B+!&aV_-lpT4DK~UxL7qTS}<&5$_#?3Y)wCD5r zc4J_)P5)IHi?{2I-ul5P(ha9Y`;!eQrKNSti_4AzjF!`H;_t2lv>iLV77wfzE;ubO zFzt^TU0-1Mr;Z`az2a))cBqtor~Gs%PBZU3ObeDX^Pil7slHNTn=YHSN z&~V?XRuhqqNQ5~fU@Uy_Dn8-O!%(2!SdV55EP8xM%mF52nh7}-G+Y9alva9ivFF0WO$J;HWBPHIRPK`&GpTY&@#Y9*lKUD{v zcIL=)o~hDQsQeeU>S27%m}qwO{2r0QBNQD2BTm#?O&d+Wwx7wWfU=#zN{^>b&1(=O zsg*c%5K2d=dI}@-fJBo>-?~w}kuw-oCn}GEx@JX8_vW=5Ka8+Ok@uz-c+y^}ME!`Z z;<{qcHp1$NCt}C~nuZ)FNBGv(`LQqXnMQ+JLP&rBTF^VbZ#uJCuTNu;y&juzyoB`2 z42GG7rCeC12I|Mi-cdplsw@mZP%%9Y)Y-m%=|VKF6K^tOGwMdjmRD)?7u( zL%GFKHO`$=@&caAFoB%Iqpi%YcGq?;|(F3-oBut>^LF3^pq;yK~ zv9QE+1Lg^%Up&#!T+|!vTZTyOuw~%nUtO$47K-{T8kcb@@0z1z*YP_~kHR>Ak zafOJ-T&v3bghU_y5hwW{5G0@|9=LDX^q(aMuWN?;JiF>i`Mpx5>fZuV2tmv=I#VY< z+E@%|Rr*T3^(zKmmcqRCQKZU%rL)}};dmVX6vkp)P=mi>1vjIlA{?z&+fgL{E^N8j zeDI`Qtp)ozLT*sb;R(zXXRxljIc(?hpDcGqg7War_WWfSGe3l~Nq()_&Loz$sH-Sz%iA zoG`->5<}x^F0qh1B0hoI&P;~V(LrI{vc8gdNI0(Kut>h>XRSIUvEGB=d-A8q5H_xp z#(>G})7y98JG?N=;Q%N6huPT4-xCT#q`N0PzqFL|iIVoVwB`{Q&5DjXkRl$hHB1c| zE}Tz3CCedMoSZ!RUXK13;Um!~HAfLByc-n_mUJ6|^*CeXe5eM=WBM&K$%+q*+m^nY z!5Q>{@I-yqcy@?_qYjw_uv7-k(8b{lXO8jr_nV=0g1&V3KMGv_S}WSwtn6a-zin<5 zjdsIMKKApu2QckLBoQABC+q{|FedC)p(8!e=@BiQ(=n5glSm8evb0m6mH z`xphutY=|$bc#zlq~?`b#Jx09^X#xXWT%_r$@CGUhFT^6fGf!2ps6u({}*HD6kLfD zh52A&+twtxu|2WvOl;lQ#>Bb7L=)S#ZQHhO?|-*;ANFCZ_MxjzKlIbr)m2}g`kk*% z!#%l$?+=6DVjc7DTPi;eIZoUJiabS%g+&nv!amyRKP2W}R#kSk6*1n+(|1i!bdldA zJUYyPTJvuodpl~<_&phcuKY8<_V=iD8<-xv+ZlHy@}pZp*H#{fqt5Hd?qFa(bz&E5 zO1>7_yO<4CN<^&$lEs1oBYAdNrN)#s$h4mH&iZjfHv|6T;77?p{Up95YjD#+bP+9Z zL0n}`N)=yxAcwC%nuaq0wRUQ{K0`mz!hSif0y&Iglg)yo86#k3vaH&@-J;JZA;PWS zXuzABwf+8r&^2>|%GP!mG$P;}I$ZXOE6L^FZ2dZfHa~_7U+XW0Vt-UY^|t2~7W^drv72!>8-D)=x;x8XR-8CT zS>1nZ)&Z!}uc*EV${HbNa1B1a@Hl81Kk6h#3*WJQOiQJpdYmNK?4z^Gv&yrwGm4wF zrnjCie5W_vSDjWx3IRBQ*AhwK`GH(%_$|(=)nXA|R4#U9f%&Diy09YV`;A(n8-x~7 zIjo&6+ycJ0ARwm1ElT=yPu?NE>@0zrzFZC=0Y-G`sa6N-1{u#thoit z7*`Cd6x=!a>$&lC_@lxjbUs}1JDiH>3&}8xby&+Ro5adkTg_X!b9n##*uvB!65++D zj`H@jv-(2P$-+|}#AJy~X4i|hHP{eRki&9g8T*EyM*dRa;58##7JjYDVBe7>=9deRtuI%wsq#f1B)@JO91F{G;B zvHajzle-cc*=*35OkLe%w}Z-;4I3Rvm2=c3Op%TtET0OQ3IPjcFzxrVW@U7gDUxiQ z;XL(BAj6?GPluR7tJ`&nACIS(HyR@$Qa%`CmdsCDkZ7&>^YfW?8Qt<#ypOf5>5mkr zSR_IzW4x3()50S6Rw8!_M+%35kU^|-Q#xTWV|KSs7GamX#FlARzqaQVr;Yb2r%8H~ zUXxyf-oJKcoV5G|W*O*TWCWyv%Dh@~v0^FONfB&%QQmaV-fQVW#szg0wF)8hPmAa6MB(*u2pJ-^2GOwF_s&`LM@157z zvCsEYpSaH%&esCR{Kq`o$DUW2&g+H<%wT`fLaGif>1~nR5;|bu;sMZyB?P1{iK#Pi zq(3Zw<=W*T!?1HdB+`ozuyZFG1wls#;$2We@u&NuRs9+vARAVU%MurMj*N$%l9KH0 z$Fzhh>Jp?HW_=lvX0~TVS7ek7A}P#2xXYJGM5VPZGa+I{kB*}T9>uajV(td`Km}7M zYGKOZ9U=OOZt8}K_i>hacL@q3*YS3NcA;a|{wbgD6s!+Wpi0eHnTES=`?a;bJ-E5U zP(Vz*gyq`jn+43Xen%IigSEC2Gy>U)FJux~Arse5xLuHbI=xR7a@JA)LJU3#>p^LS zAo!%*p$(*Xo$n;R)pX3%Y|?D<<}7hWAezVZi!hP%m30d;IH36FvC@5yAU~D!BCsHJ zP-`!FBgUiZa_!At0>8_0x0ZJo}s8pL?O(7@eY z2p1uDC;W#63h1wW0Aom#34)8*DF^~*wB&_jCxoJ*Bi$(xk?kRj+eqwJAHbM|QsA;= zqx#mT3HU(ZJ$cqEn}NQuZ^MmDx_LC6(XTF#8Dylm6@7o|@Rse)FO3^9LPAw00z=bQ z4j1b|gN+8P3`ig!)`g9PQ;0bQ6MzqamV)#-5MimfFswi#Ca6ovT8K4JGBbuJwt7LG zz8{?;5FfPwFpNZLP;S$W!!yE-`|ur@t`ag)=w-?{O6><2lUmGx!^h9&yW9J?Iz-1? zgafwuIWUhV7Grma$N&fpVPYnlYcT5D^uNF4HihO`B?5@)iidNew zxG|#TxTl0_g%6y;2wI3DEt_4&sn;}Hh_4g=9a4bm?c^rITwbE~i z?Y*h^UR*rIO8z=Vgcef#GarPW3(+DR@5Gk7qFiBBxqEBk)oRsj-o#rTPB~99oQ68e zJHQaW2ey*04RxqNqJ08AH(Ba0_|dA6*CyH(gI5!Tyd#bW85$s*tDmb7wA9>aXeSKg zr}GQ<FZBC^MeVxIR+a|+zjU*0i<69P^Cq@SrKsftbv^NWYT=)WR3q3R})&lb|-wH)OU zpg6?)#csSgx1AX!=_QZzmJcOC=}alQz3Bx^>)ZgwX~iyeS2=>61gS@42xtrHvy#Rv zx3vu%gtRLV-K37jp>{i3VCIncVD%WhG)vbKkk>6FW26KCmHz-o3amaa!d{fD8L52! zpjb66K6p&__g&e|YJw?Czbv1+4ph7Z+9OwR&Kwspm))uLxT|6a>zg*czrVo0a_Y*U z75U<)Z)466Qbp&KA*Z18e0uW)MI`a+EX4{7{!2CdRr3W`D&%H&`#|J=6UCb85=a{n}9AP2#xp&|r(hae?Ya~p!Et>p>>a*kchlfOmZjLN{^ilJoa;}dVIxDbZ|#?H49mU8 z_eo)qHsWXcHG3p96}oiqBr+@)LGo%ibQgpy2maWWtAZi^G^T*le*c&n#>lYt{zjR4Jk0C3Ruq*f@?t-yW zAlavDP*(vM6fKydM9zO{usV=A&2?~ry#Cs~?(ko+bRuBTCA+xXK13m4pF2Vd7L;h< zVY#cG*(+Pj=V6q$6ZgXy6Z&Z`=so{`Q zKYF#d2EUb8a1FMt5*nrDi+WX8Fi*iT;W2*BB<{rF9Q2s%N_+JwPghDDpK_dW@r+TQ zI@Qdulg*zI6~=BQ+L;7$7qX*)64>Pe8u!0t4{Z$pwfTgaP@j)vGNV%`^<9wGM~Us4 zLk&YCb{&k&Z{;#obStcj$|{9R4Cj{dldtxftX3x4DG6(0BH!7@BQbp0#38p_HKy3l zZ3!GWB1)V07Wk6%_Lh&BoSfDFG+V?}XLKEH0^c?sZa-fIYYQ?_K3}?qgtV?LC)T9j z)k7Ku(i=M%j103@^oKx6s2%KxD%_N)+v?>N)I6HbH(fn@2)H{c4_hbD4Llp zrfcxVm)5z{1vh-L{H^ugv_Y!1$@WaU3i1i|G8cg+!Z;Q(f;jy9gc`ce*N>`&o_Kh_ zonPNxZP46Vfsy@}Z_Q_|$hXtgwC={Inx<--vX~GVlMDC_s`3b@iVb3`z9&z-M|TIh zZWhy{Utpa$z`0Xr4w5qP?$u9dv-#98?=&mkZo1BDM2%m|Ya6eZe)I1ST_(Cwv+uh_ z-S)9?Rqe+=bDG9uOxSNLHH(EyC+3N0)Si&0#;l4R4HQkd<htok43++wh^RYtR=Efvaw?ylD;m*?_b0;V_I`o57(!;<^KHJ-eTyqapC!~vwj!) z7N`!LF8t;;IiIxZ4YoVXyuFMzSuedXK`&Qw5mErY<)@u%@)|X+ulv^qO*LYJO_lms z`Z6flcQo7OY6khL9KT{o49mB}VJCW7bhfxHc@Zv{N!+zioRR9E&TnQpaw?%~MR}-? zScX-|*X+E|`ZN7|3-L;1qhw2bz$c*UqyYP*-|gJf4h`)dFrL;C7PG4Nz*6NBMNH37 zOKLZjc7v5Q4wS$^F#&fu#?L}H<8+nL#!|aQWv|JF^vsv3wUA;A_p%#GYfS3Uc>#ip zmOsX-5plhobl-PEBudftbO;mDfx&&P58NAgrJ#1TrYiqb`bG!CX20Z0?|}|;GW;dS z88XRI`b*AHRfw|}iH9TL0;Ir$`zMSE_tVlw#;pOxY?pSlDm&sq#gU=-zq01UVk5laR94XsTvts88Tbnq-~$- zZ{#}E#5|eQjFhM^ul;M3WRhu)Azu79ykXK`v<7WC(Gq|6w3$j7os0061*|VtX8ne(|$bQKu*Z8x5V4hCi!JtKUNe{bswiB#h`ZnK7e zGt4ZD-K^}xZc7Z0u|NFdc<;PZS8V5{O)ZVRg@ZietiFewN6}SbZ~G>zcqEr>DPQqX z&iY5ln>gR788RH3((-GYVbw*l{OWLcmEsX&(2VR3M6Cw{)eKKkq}jynIU}qY_2{Li z*I28m73rC z^m-j@hL8e1XzT8Y+24k^R&U_!Iqj29x}cv?^F#U{LM6^4b`!J@PYj>ZyX!*7ae-mA zg|pyuZRHg#Rw>U!G!W z;N;bM6wfylsY)267~S%9Q2?!LxGj8~P#8E%#5ZiDBiOIhIAebck*{#rnw-_1eK1e) z$k`QX1!M4^uho(Ov4LzL3`89f?2KE0bCvO~Dk?(C!y(#tlo+;2t4&n*`Yn#79nN#6 z8*}?g_>glRVinP);f`m~j<@qU>?g#R1ae!O1fGPIK-b8bWwYfJXi zPqzIjZY9OF8nnB~^x8g-!HC($BD<+7RL^^xk#^ggRf7&$OFNV-B4;VvHuiB02M2?# zZ$dDecau|F*^ZC+1e%z%DjXDyECETad`UGP9c(R27dd7`QR2Ois!^57Xt!5EFIKmB zyGkXct(DEcl;nO`jy_X!T7BH{@nU{%#_H(vjr+WE^|pK++Kl`;z$y+Aj#^4M9jX|GjVrrnYcw~Wg4o} zu3bz11Y~bSPv^u@Tdr$)4bCzXS-67Y+R9m4^L8_5h6*K%A_BhdvE@R{LaOaGEIbK9 z8ah63aq={+yVvZUlGAf(1?*=fHwW*zmQv$W#hP=606n#_oyU~J*slsq3a{LUaLtGE z{i+|uI;kyTO%~4$p^=eY>G$WT^6_%Yn#@3dwCc>haXYWmg0gQxp&qP1Z(DrgP3^##hMeyAi)XUdl(4BLqFfV2>zF zJtdRaLXg$RY}ME3Px}~;paM6tno=E2?NT}Yi9|P(Yk2BWaAeGV=uHt026jevIp&vc zySIRQ?2N`8(@j{J3@~jP!Wi45Cm^dcb^xAX-ROkXmjK(dP!$Qp0Ol{yvFM;FILqlT zxwX)^g7{x@fSjjJ-X9ryPt|>Z69#R=X`c_>puP==;KEMP53olN0x1{|F(C=p1nd#` zJ$d!3%YUn&0u32bwRc;C$=kMKH~DD)OP%zn@t@LP0duS&T3>t00a?;mLFaLV=6Rm9 zRLRgjT$Oc!i~=fkO}?P3w?RLkvbX$l@j{uVpWowf8kflmNn8a< zWJi1_23nh}8r+JnJ-%ES28QHk88h$EPp_*Pm%&@BXMG@+NXriT(MZTb+{(eBpV6PH z7tlUHe(+EY(bIV=yQ7c|esFQX_Y!f#!^-!AsE&=sBxPMC*@Y^rnih$3eER*m#7CQo zmFvYeqLfaOoqqkFbckO(wbj37$YGYQ87kNH+YKy8@wRjqE<61yAMN)OxZioLF+{}f zN`LMxC+kMeoJaM11XmlMq_@7n3z5i(&eTp292}L^^YDjO61pm(C0%4t zy47%=xwmVV`#5rg*MSxqeJA^ci{fr7RU=WqskDRbpWCeDxK*+RiXxH4x5bwU_soEf zj->`3Ue0`FW@`EA(hrx;D5=d?-7cUyI;+ zm}L``QMc(K96MP!IUy5jW>0E=<)kjEoNa=j?87GXf9ZhM1Fap`1@3iT77XyO2Xj)t z@dDF2J;R7j^B#S>|6nz6y}w>wH^L4vho*1#p(`(fp}E3=he5L7eK+mCJzn;Zph&`- z@RGgws2b}~CL7%+;M8CVsXS;=8#>bxkiP7TVPcE@ehMg7Y^t6*#@Y>PPNEw|YDCM# z?eU$bMbskbDO2Ltc}S^Fu6?^F_?GUQ75R2G{|)RojJc*+k0$Rkx}f5KBD={q3c=XS zt%8!2(dw$pI03 zM_#gabgfI(kJ?7eDnm}-RkF<8f3f+!APu%+6 z5nFT=3~DM*X98>-e_!$TRH6pvu{TubUvsv-k2A%Bh^U^Erq2!lQ}y%&RyV}tKgRt} zcuj~L?;ERQ(y^3{hBhphgQAgA_A55NXrCcT@&`ob{tyK%h)ks@y6uPWzq<|5cL;T! zIX$SzJB}x6o&?)0>6O!7B?ZPppES`xP*!?tCJrsw9&i z*&(@Gwv|=8xkhnB@f^+cMf<^JwOpIONCj?H4}CxMJhl$XD!;7G9II`ot-&p9hw&Ly zw+I$w{cu-4XGw<9gD4`C4B71meJ_r?^t}%(G1FvjiN$S7!yN z&Duus2V@t6gqqp`B2!#EI?Agvof9d67Q-CC3Uzl!jh2F42^ z`&i7Y@K)(g+Es#RAK^OwttG|17;5eXYH+nYu@`2Ld$k>Jm)I!p8X8AQ z4xo2zm^7p^)|U=^%K$dG3vD$bLbO03+9F#3ekmfG?2gz~OVFy+O0X*R5mo*|uiO3K zb4YBg1?dP!?jve*8oGzV@PekO-k*^F7dqG`1enO8;qV7ajfT2P&XghOQZ!Ij`|=0VZvmJa39J?!T7&mVziES35hO zzrQ=OpLg89vpB9esvDnq#Dl`q_KpAAxL7YaSjz_eLCV79G`AJGp2aKArbgH7$u!`u z&*=cx7hlty?UKT;sBqiI?59WRw?_W7_zx1II#jiYIgNisP~Ni<+dWofNH;)#*t_M6 zp!St%C@E@a$vG)bVi_Dc|Iw0zNlbQ{+fDW@=#Z_+>pX>ZzWnfteDxgOR-7`)2=MTm z>9qfkPL^G;8=nZGA6w5}?t<908*rZhWU0>V?+SYUw8!1pH^-U)eB~|fScwhKMTjgX zPgnih|HRo8>*M~ppJJe)yH(#`u87*|@Le)Vc}^_$@Y=o(BWEXgf&&ki{8+RZc6lu8 zdpxwsm93@hZqpOJ_5hng_)7lXbd6`ZXi<3lhPM>gC1S_yoOBh^+4 zPa3X)2-G&xR!y3&O>S2J29K;o5*H50*9KOrMhN$kN!0hC_A>)RJ>wvJEtyHSQ!F2} z!h&_hhLIRWm9mTu5>`HL+oe9`1N4^Ejuh++eG7t=YTyn6Q+LE`PznN8cgSiWZNUtJ z^mm+?e-$RY1w``c9~uRD%&2UdG|dS?nB8_x&g@9!_;fu_vy!Mh-Y910edJG*UyAyf zZS|ZXs6M7VdbKHkjAQvHGOdj@3nv+2EDx8>LxT1upW44Y23Hq6kFqUEM$wfD-;|3o z%Rgvn{a2Br)W2o{%u|JTzAAiNzOhBSl#5vkv!ohlL*Wz4p&;kGRY0VXV;7<67 z8mS$OR)ZdxVRBibJ??qnMgd8YS3M8&8434Ae7$HwNzU%=5T})|RnG{m*iWj!>gDn+ z>S;J_>Qk73}KLwRT zoq{|4st@`^hGY52NT%h2bUFR*y@}99+k~;=Ia@97w^CL&7DfGpDPy^p1>TBvy%;E7 zMC6yoY`cDDJJIdxGGZ^1c%Y>wkh@*^{jjv|^p;`$8ea)<2)tF0Ti%9P`xb}ZUm&bY z?K8n9tAk6(l(T}XjZvt~NAA!)sSf66l8IfQwJcsUQOf+Wy3y~CyJ+Rd*-L#h&I_SB zTS#?+aX%e|IS=pCSHn74^9T3r^+!oQYc@ZF=EZ<)2F;y^W$aTc|*vyx48o~^?V zzs+gICGBh?vuxe6wf_)TcY)*f(iSIv*Tcqj^2l2vlZJJj{eZZ0?zu>0_`@oc?YyA? zkt5~nqJ;jlPcx{b2Og7OkQ#*FpOgOC_s{92KlfedpUdjp>z9hP=K_+N-MHY( zpVMtPGir~@*uVVRCOna}92=hc;~>p_>b=p5>78?1tc z;w+7H-pgDSd4$3O*L%%$ac&hk1ib>Hg#V1*i)V=*>bPd%(?6H;hn29fgP!l+8k=uZ z|4U=JJ|D*F#CqlsN#R;xiZRfa*t5F(-kV>i4KaPI)I=?x*CS_7lyp z4dBo;RET61XPZ$C0f8s#jpvC)icX7#{In zSk`L}`7g&$PSE?{HDtU#j6Z+mQMSs)2^4pX>`A;0T7+;dkgoJV6d-b~?|GjKg<~g?J zs&P_FwH%>RzstY&f~S=tJrz9M>Lm}e~Zrdi;Q`DRNrAgbWC@%Ob8+SJLvw+&&xRBu0X z_asOhyVbC{Ye{h|mm^+&%Z#U-vi0C9*v1;QK=l-qRn{r!JM>t-W_)}qJ@#?P%PUgKzwe@QwHWQ=hjw=nRA1-wZFos_g zDzcXU-ylHl@ut~n%R4WfBszj`Z@L z`4V^GmsH2f*UzqxMz6Qh=)(Mt3BA*5ingM%iq|xr=C$kye4$IS4OlCEmbRg?!0ZEZ z%M2{ikSr|mu7nhiY5&Um8RSjlvQ`iJ-Ex-JO+Sy9%Opv6C)_tbdSky{Fb(erHbNhA z?yMiC#QGt}nOzmViQeatIPnYQ#Jw6EN(wE8wUHcnbT8R@d;^w~)#{CWpK5ev8L=)9Z3QQA$KkiBX!_WcYVS!@3mFeN70H@ zX~8;)>$>e0NlaI@5kM1{kmBBKoMcn-M*&H|hyPCGcNL< zyI<>s|Bhgnv+@|Hd?L8DV~Lvp=C9%)Z^{eX10p56@P*aM%nw@mnHEC%L0KMA9tFu` z>KDcFS+%YyYRfX8{Inh0|2BNt%Rl6k_V=hQ)sS25v~5y|6P&WJXcyS(eT0;{sZSi~ zyP4A5S(mgGs{BunN-dyV6&7sDbSWy`QP7Gb-VO4;I!CkRi?=gJJ{7Z&u-|Ey!rC;< z`+2m7;%!W;R6dCmQdM3r$d^;M&ODW>VnsqmIh;BDhfOD!-POHXyT;s4At&Fi}3?brAw7a zfhJ_2W|%+&vc(Jr%s<|XbJu%<*4nNmy&>1v{+8$9E4uG@g4SzDE$?$do1fiSF&~PC z*%j*-7ABQd{j2$Q9K{0Q?*jyMOcjr=e#idwo7_ou^Hv+vkUU-cU))uSoyGIr-Dg_)@n;OLORJB~2HoH&tbgNO(|DfH z^>>Tgi)S6C9f3%mTGz8Bz0)!jn_t)Jqx|>RSY2xPrDK%w=h^&xqt8qp61Tp&SJ}p# zAK0?VHc@3ZN$~B%*YB%DkxhP%Woq6huC9MqYf_3z-x<^mtKR&SJSIc0JzWJ^6`1OG z+qGUd4IAnfz0=>G-QO}JB)YjcK0hAZ2j2J$^orQk4Ln1Wu6Z@euQSTjh#uU-SS&2} z=S2?QQ3ui>pyTd2+!t|Z!GlL z8dWmU&Kf+>788n!WhZ#D+>F&O>pI&kSv+Rl#PYjjo@HVz^`mD$?+)hK=WSM4gmhLO zIgV22MY$5PFM`+HHX1t?F2B6_u=X`@FSHUkev6gNPVuLqts6w0CDeRv7Pify7TlwE zEM)b6*c3gUkCh+f-?!lTBCe~tyB7Ma$hmEZ^HPG>3qZGP7<&~D*0EJP6dGLe|8}JP z5cJV(!vBaCJ4GkRC1}kstkDul$%kH5`*ZG86ExJ*_+Rgt5Fcz)Dhe%GVleUOeiofx z16t2&kSQ;G4ts5A7ghDoLWVpNJ&{&5@%)8Gc>nyu$iNw%j0ZDtd!3}R~}zPpuA_IT&r;>?2vEUZq?OWH~3Fs{y}3zyW!8FdDa42aY2H(W4)ip za%u9HR^YmmmFQ1-N-rZeKQ|KM?i2E0F2lBM%TtS#gk-r$QC?H!qbwO^Sfe=K^=~fg zKGszD>QoW$wk0J`!dK|OPyT5sy6(~5Vp3_yJ0^(CZEsTW#a7QiaU2d zG)A4sosXR8l8A`tFvc_HHRhafoQR8%%SW)Ba`zyIaUs)7#UDSqt0lbd?4BuymHs>J z?ZYNoGXC2k>D#0GBfsL~n7hhB_fqSq<*Vh_SKo8g_sXL{zkgo&33->KY{of#fpx7S z|M~CZ&P70izrj)FoBPS0s0lLYi&FOs%@_SiTB}Fl@%%=2tQftapTF&mDODe5={IM* zy(zx9L}-fy0Fz!U<{#x?FlInKzCEns858htu1Q=E*6BcIA|WxVxggV6n{rB*u?&xCP{^DR%ALb3ow zQI?34ooY3S-Sj3W5C{2W`#Pu#PGGOy{gTi->we>;WQl=1J&X$h2@V+^@jug@b5%Ok z;1gEt+%jk213{40TeYYJR47V#k4|aIUf70gM<1HfdWk{3qjoV{(Kq|~frD=T!* ztk8~6j|h)W-42VDOPp$p+nu$_Xr>}2B+M4Ke|bO{Q)I@B8Ni0P6Mr6=W8E+C6dj=E2D~fcD4VVnl}d*t=Nntp{DG!+?kCK6U|Zo4h1Zb zJ&xXIvecEU+%I-}7Aj|js1n|8&b}>mYki2e^qZV#2o=_-SqnQBIH9OkH+TbE; z2A0`ayH5WYU>cF6DjGE(aq&jaILum_!i)h!3A+fkGTGEXPnwwbDhazoP^VKAIb+sl zl(aVcVrI;l7*9Rjl8)#KUi2k=0!A!^IhpeC1Hk3yDsyOZ}{pYhNk%HV~3Kg5X~y@N5mY&oFhks(7x`_f50x%enWKRi|Clu%ji zl<=I`w7D$dP~WgyCAo+Sgq}ZCNJ<~9QkH3~ZQdvgAV@#o!jnGG;+)bmfiEwoe=0fQO)^nz#L{PNDg|HY zJ~uIod@W(Is2srTvzB4z!}H0NonhV|23ZGx*H2KP?py z%{7TfT)jp1YBr$;V#GRj|N3~KJOcoLxWgRVW;p^(zC30aHg${epA`ILBV=NS0k~Eg z_&kvDC8#EqJyxkVL&kN?!wDEP_GekiCX+i-D204X13Sn3ki6prR0nEJE>BI#6cb-F zD}^c|N}TxT<|KR>E!xOjDoVIA`X^#aMqREJr}yRXx5s6l;vho zKy2bOxYIzyTgA0WuMzd1q?|u#!Vv6RlgnUR+zX2FWENJdY1JVbkb@*f>UOqOFx4e| zWy}+_Wwod1YyORi{N{loTfrda%L98SDz=9vvGC92)?$pBR3r9Y<&s+BN4$)o%3X4= zcJ_8H%j#6wFDqO~xc8@CHf9s!Pi0v_&I(?zz#xSt zshzL3gsMD2ou&pay}(k3yr`+^w)Pc|%1t%@l(rH8Ws&MmPS3VbUevL2DZX`8HS^#2 z;7!vSI#O7nePjow#u&x>zz27OSkzc@QVe*KRuGNxGczAf%=EAZl{;nF;v$q=%M2_< z0X+P9C3WKq$gwO_m2JZ^LL$_S=g9k}H?>cw9NlFmgLR1CowU>QeriiU z`0zQiey$pA2;WLznW_GDq;YE!SaPl3ZY0bNLO)ns3213nZK@@1L$)Fe1$s**;znq2 zG>|n2kD&?zJsOpZLHlbjdIaBdLoC3LB9KAjZ4{^9(vafXi!yta0ao6dN722(m5r<2aG6_f3F41t7?^7bSx4g&~+V4+Da0 zt9?CSM?R>z@iv)rYhj3B%|nl%+G<}Nc(FVr2<*rMr8M6D<=bNb6PjvmTwR$GMm6ZY!Lge2YIaDd!Lgb1YGH_Itz>S<9B8{R1P$D%0zIy26@wbr zTI30A8XU_x?PiCpfg2T|^ajU#P7SMlXkf*HL?LIgjY%qJvh_YM5HLH`xTaMB5?^bP zAn>0bf&l7Pg323M3CYa>fT+(1(+3RMEUHQanq zR3nQH0YxK=2!Yj_)T~4ur|z26+>jvP?1k}v|b*-J`gT#OjOA<`LhXsis zPA}U82`8a_UOLuf!)72=0w0!yYpop+xK&s_H9k3Oexb9lpmMzom4Eh7PM*hs?-% zyqXwzyprPy1sJ;6y{&zu-5hYkD_2y%F9eau`W zz8u(URSO|KjoOW#y1$2B$yk6Sj>}Nd;Hg^3-rWx9} zNV1LA*HB%+p>=Y(R+VY$v=h|$A>dx?sBXfj)UY-BP$k(Zc@h`f_QKg#^j%y_YlI4;S zlUV>b_0i_7;bxfQQpsq5Q$WA=oR*4qXf2|dw2`#AV=ZMZq7mK%Yq%NdcnAPe>utFq z72j&yGhWAW)Qm8@)mFM%ADANitWQWs6jN+WNE&xPYYxQEa4JKCObD@PCvh>Nx00u2` z?X-Hanm_e_7THOltcK9X(EHFQ&a;C=k?`ymu?-Rr*d+X2%DvJ2WEkf|4E$N2`28$u8&te0j7l^a$Nnj{c%NAyPV z2Hb8kfp`sRlRAwRTRu%01J2~=zl(GFS-ku4-g4zG_)1B@-y@1Fi0vKvDWi3iA;_g>!} zeFu~mm==N!sH-3D0dzHZwh#op&<=bh9LcRReI|L!VUscXFiSz}J@^jvEl?HET*2u* zAVaK{Ty3)l83%#z3(_$@z=dIAv%$)iRJcqeK89J8UCIn&X(rIQz48)Klh4~_4SjvT z?`@m@FDlnuON(-&a94$L)=o4WaqR>KpN76(YHL=H8S&Uu=1vv%UMS)DI=CXjYe?*& zew`DQs~q0pDfg0|NqO1XzrSo_^-61uDQ52l^5K6mj@>wz>^o~7Z7NZkIB}ZL)#LM) znk{~tK4)1eEw{$c{>Q0v;V5$Al#_Ex+Jb6;AP?3)57xcK@K_4ls&Fz|D@QEnBaI1A zRC!5B&2e~3WUDhB-I3D9_gCyoHe=6sCQ4eDNb1R7o)aWo=c5TwI%FwIkaDh|bAe6F zVPZV}-phHhX|_>6TPXMsQaW_Oo&Qwlej)lmAcX7=H0Wj8vADr_LHhvfg4qtV?^V7* zdcpUB>iS_2Fx_jh1N(wW2%Q}ux+=IS0Hs%`7iP!zhS&qA19A)6K9H-IV8`_a z-vjFc=Dml0$Lt2(1FZur3uZddqF4V0(F30!>M4Mx7h}iq26qL?Eif|&n;+gSK(fcJ z25BL{dI$V>@BfsV)B|h-uQ> zTEKXZEi=Nz4>LpPf5=6FD$H1k0me!{;CnHZ!0viYnc?Jqcp5^CfZI91;iA;_a>qfj z3Pa;UGD7F~N-;we1Y*V^>XO1CLPPd~&5%4m;skW%ph*4b6lR*ipbQ{Zdk|uC{w`CT z`gQ^TnvZR?n*>FX=jE{e7P8mR-;Op@hErFfs?7C10iprWS&->0;nZiby(0DVuElds zelot%`(^6##JsmbeVhpFO(NJHBOrP#FRwizg+T#wne8L4HLp3go_#kb zEIK>|;Q_a<_rCTmKedhx^~D)>-2pk2hSEL0;MMv1cg<^<4X4{bmn<84P3fBaA~Z$J z)Q~6hBmT6C&F{2fUb2K8&HA+ct;&O9k75k_0(~h&o$~5HyF>YKKj7>9*e+bMpQ_SY`+*BoQ9%Ue7_`?Q%W@;7Unjr6Sh4rLqK7E7OP zcAv>~;qv+r^aA^w@Iw+rnGncDffmFK*t=W=XM zTr%PY_+j6HNZ)LOl_gaXo67BJL5Wxs>cu$)t-G?%tenoV$*STLycd4i>Dl`S_)F2K zZiI6vuT=eFt`qt3PeEUi?YZj*7T*{@?f^j^k?dKV2M%Az@9Puqw?IE}lFVNQnLQIp zpO~>(*0DTK-UIlCnG?%St_;dJ&*?A^%_z1y~t{^#~E`t})Om=PyN+T3-fF~gBE zHQg))ftLb`?ot}-?o_?SU~$pHbT5GFD}GbJXpu>K__qJk4!4(Okl5P7t>XrGXn z*dc0P?*&Wu?iEVWYBiyTm1&zYWEyx%Zc!&^*K$B&LR@b&T8z^cV{?kcRyLcN_wfQWqOtwSy3{n6*o%Fb>b9^3v< z86pQo9WDz>4(xomEYRxRB&%Ns$c~jA7teUvBy@wdBw0VK;*odW1 z&h2R^&QUP&C@Oj=@*UYR)e$nuwz7y&nPPicXv#Tg zrdHd^&N14{w?kz}hUz{SCqZpv1Dy_PfiarcyKTERojW_vjWF7@ZizbfvmM^}koRlv zyIE`ByKcgU^xxcJBmjA8NMsIa~v}0?RZmEkOpYQd0yEri(XJP0e657(V)KXd6bfN4O3slgnsHn&$A|h^xD5DNK%F7_*4}HNF ziUr1nv4g`njH7_Oe%_Z+oZ(exgpW8HpwQd*Ip-#6sX8|q3QZw&>|<35M&65GiE0%*^Et;U@L6TG0%%B)aN)Oxz6c>e&oQ41FhYsX z3UrL4Dz!G2*7d>4y9Z7(x`A)^GiPM$#2G&uI0&m@R5N&<{f;XHPg+Us%i=}0Lr}k& zkrMYsRbIdKGqX82ZFDbo>}w?d=S45p_vF@S|CUxu}rPi3>+elp@}2{Y)U! z5Sh1EK)GZZ1kK!b zO6m-OI6oOM^f2WRj#tC=O2D$iG;_T|<7~QCqg1MSy~)V3a8*vPH(NNFL*Zbes;Itq z@V}x?y^2xDSfxTEm#a-it)`mi)fgi+iMNUH7@`5v9vMsig^VT~sf3X0=nF-oey_GWiE79YxN6HR-!Uk|; z|G*{u-S5Q%S3d>kvFzN5za}zV1~U8xc-Ep0YOz?!@oEx=A%}wt>E+sLmS=e-gwhEZ z0b9YUs!$}dIsKS9Wfipp4L^5D$BuWhhimOO=NDQXbV%7*|9KvR!F~olJrMT|4 zooDea>vjTx@_}2$c1RId#gojhp|WRC1gez)ShX4Dp(vs5*T_OC%OGKfALaZ?U*r3d zt4)QOfD~o)&aVW04d?q(;A)3O8AdLbOwm+YN^-b@M4MsuDhsr1d~@-AhgMcJZ~Qep zuc|!YYgjqGb$LT>_S6+^tt%RHnP*-fM89g9{o2LncVl=l=hgVHmcISyl%~fHExzmR zN8tG&(4EX}I%G$&WQ2TouU=_Ukg%jxIxJ`9a;5nUgu)TAKte2fx#g??BUI)y0v$6v z7Le@aBe8(8kekd`75DW$yuBOWeq;BB*nyX~?BDs~tL$U3U#yxc=5y}+dC%Q_-$Mic z`zTPi3#{A?)HzW$T2Ad;#W*o?+EfTKO5a`=pQ)nJlh3g!`aDjLlh62zx|*K=&O@lB z^hN?w_9Y~fco6|_q9$y!c@%vDou$tBi;$Y)XH0DRvXMW zG&1tVi^N!Zq=ne_5{Qat!G6M0*6qrLA9Z1&E!@RW*@ zG2^G*2@+@nT^lHNETs}aOfTLURdFl?LwPkzjW37;M=l&8jH$33VkG@NF}R?Vd3+>{ z%M9Y`ed22Nplsch)v|TZ!L@G%>Gs35?P$E@n+SZ9rkK+q`p_a{) z-*cwVlb%^MOjcpAA?k{y@QUrPyyw*=D|X#d(w$zjc*+wSy77C$o|O}#ckfupF1h;B z)Vmr+?f4mc1JN^qq#ZzsQu4N_jghffi9B*Z#&Sj}W2-SU0aXLDp(+wQNep%d2bVed%XZ7b^p8hF$xdAuBd z@&*U^gT)Mg2!Bi}Fc7_gWz`xbhh;LBBXTB0fz<>e5>Y~bLU!5`YmR#R2G@w!!bfZr4K`$VF|`E7X~X z@E))pg!e`b7G<7>a}MZZs+O$dN)A{LoueU-)*1#W1Q<1(-Z>zUL0r~xfeeFemro;H z%A#}gz@Qb^<{E`jiU(}}b!+zDIrHG`-O9GRdedcf3`zvW8@H$9bXPyyj40qs)fFdbS)r#BctNi=T^7`_bUH&w zXI=dQ+dQJ80M()J$dbZFwe?!4`5Y;*3+$_&kWbo%}tkB3wg#5zGE7UV^9s75quVwy@f7}MUU5oIa0oTJ~+tZw34 zGQa0yG^o%tl(a+|mtmB_(Jx5jxXkYb7)gT+O*}xkIYBe%#g{O^GKp>@4av9Gt?gM- zJhyPq3-arC&2L*by`cM+j+&>N@)w1kcnP1m|Gh^hYP5J~|H`*+?yO(eyK?{Dd+x#? zfyooQx*NFo27HXvv$s(cuF+UQiu?CwT1U%3DN(D{pLuMP3_RMO{h=$SJ*iQ|4b4)X zAsB$F<3gX|^qGWXIb@l~1Q_kg{t$dgqdh5T42n1~nAArK6UY@_3pK1VYtpf#WTPle z7#{l#!wgitw!L6R^JLG&z4O){To$RkdzY|y`;tfx>zS~iCemK(=a~GQpl$2R3XNX1 z$>OYAe|W{sZ*FR>S^l5R6PCmZ3u3oVNc`;qz!00khb-t0sxeO4i@T$4om#C?Ae+Xj z3~sED?~z&bPPufAO8{F^hx!X-OLzuN-i#_^+u(VM@A+t z&{;GSNiBx_piy!!(3RDisEESeu)!O&W10Jr`G3c~VttqRCZ2$|FS_r_S=nFGl4nGQNn~J;MC_(B1wxk?Novx^MdUnb5 z(IwNTmyBk;_Cxp&s1{Y=_oKPq8x3Z$uD-7MePwoC0jn%Ub+}Ghr@XPW{KUA%Iq#Ro zsy<9>qqww+uneeYE_pIW4Cjm?(srR45kPz(5HOM=^a#8*oH5X-KiW`d7KQpcW%K)j zbb0C86Y)N31+`JqeYfix8a3XZEOVctVi#AWMy3J#DU0;Eflh@1+jaz>3{uQs@ z7Ob7<%5`We{pNJ5I&#zI89B8sEDW$)9&EYex{L)kiT&Pu2Osu~Yb+kqRFeC3Art4!OYws!!udY_VE+$on4xD-3^iJZwqO%^Na1(Lb1IdRGv#l^2#T!8Yfm~ zlvH^u$8jo~KR=(%ERK!M^i?$Y$#Zsj1Br{oN#8huV-?NQiRDaGtS4B=`!NNva z^t}KxNN>~d$NVIs3)5~w*lSJz?_{{Zaq$%X1m|DD%G9N@-{%-~OmxA={IIg}Kt9$tT0 z-e#lZc?d%u^YkRcg`i#A zgw2ODSc)XQVLXCQw!Y%_Uv^H~7|EPCc}n)34~P~fG?Lw~ujVfPtWWkJx}wH}26?JMbdqhMpvgRy^z8Z*Nh3Fn?+vyH+`qZVxYbQC9v!q(uYfQlz-|&|qyW|Vxr_sm? z3ccNE$;u0OUQ*~CMw2J6*t>1L(p561JiDpYQ525)-()@vRQPm`(wWr*E19>-YIAj# zF|+ChRcxz2BV zqj%sAX6-$9NX|`sV9wxq84t7#>s0`pg!GsJ2!`}3F6(2yOI-6%OElT5xC}6o^Ia0S z=HVSt=9(lvvQxp=tm?i)cy(D-^0|BTlv^h>EScyXJw>P`&seVg)j@13xtK~gPVnlo{qR7jt)aGhj1BRHUQ8mqX zTq3_pN@+N7hSdL3uh2pU8e9W{G?eolPx4bGWvAh&m>9~B!QxW3fAWL-78l=8vio`U zWB_2-z~bVYLmRg-%7=dUU=6Pk=Wq|ba?=k$@!JGV0#}ErCbAM}QppoEsY$a)Xws)u zWjp)z&HOY~%yS}zCZ*^zgeGB>-q|lm<2cWWVQ5kcHAysC1`L%Yz@${OB+z7J*}=7; z1!K4FQ9aQ&>!ZHf6NPHruJo&Ea2E%Sc=-h<1WWo?xMD@pv>4@mbA zP!>k3rI=TM_x8B6-Pt@?P0wBp}T%)V?-9zZ}kQLWHj5){op(qxg*P*07A;FP=}IAa}ZM%y!3_E7ft z=D8h#&R3gf>~33quQ|AQcJ0#E;=J~4_m)4|(EN01^~^GdHPYEUbHx-dHicWOi!yX3 z%QmO0w#uEK=XYB|b?s6Ag0_g(@Vv!r@de!Og3+TLu1MVsB9khp!;W%=5RK+hZ5gyA z3fp*vLTT449SXxm4X6sI$NJ>6e==%ja zVpt^g`tnH2KbLlMq-}r@``!!k!lqbL;qx!<-tDQJ0D+W-(fz&5lLPmC0a3J)*-EIY zA$vij18rb#$bS%ws{? zXkt-n7;T+bg%W|DHp#KC=14qT_TAg!J-=hW9$2(}C$r_M1t`b?3To(yn%__g@;I4X zuF_==BDJ3F)*lnHj9m!@o8788X5{4-d`YXHmP_pwSz7nL?{o zsFaOzMH7RYOq6EQU81|D!}kQ7Lwf=sI1}xsCie!6(w7uz9lD>ovO~IX;?iVy0F#{o zvOOR%O@7E~o;toc-TTMWMa{(2fP~=oG{b5JlT_>%n*?tl!A&AsVRz zd5i{msL^F=Cq8BG;Fr-1pO5kQFw(Lzjfy8b(2WX(ypd&PO&Al4A$pO%aUc{38IAEf>N9S?1r@A5lsW73OTCe?bxB}c^2xW9u{-1o?lH5Cl=BFm*! zEtp9Bp9(cn{tU$17!LCakAl6(H8Q~BK1O+on8LZ>Sn?np^uFNf zKH6{9DLD3`0OOGIl0XHXAC$na7w|d+HY@hB$F81Y$_7p`{R79DhSkjJryd>%NWBO4 zU8pvk$b~l0UZ#R`J6Hl+IHMCX{eGykevcG@g!V$xT-zMD5WdxLH)LP<#igm<=YbHBVv-5*eOAJav(v0whL!_aZ%sz6f z)tkefAxiPKiSl+A zMPw=!?;t!mH9C!3!IPw7F=*V5CW9ibHClLH!ydP^YMK(;NR%VeZ||d=0I)Yntt2bV z;1zK}nqy&)3v^auV~Mg-mE6JwxW>mD$k)5*p=5r_84}X-zzD(y|7ma2gyYd0c5QST%OiF0;1k_~RPtJIS6IZJGVi z@aH2^&nO8P(o6;@+2~AUzak(j6Bl5%hCeQ7l5Qn!&?lNgsn!`4WU76Z>Ym}rS3k#D z$rf6of!4QiBU3?JXoR1^Z)GLGPd<8vcATv`HR+XQXJ%!2khaiMkfn+1c;6_!)8iTC z%)f%T_^4LfWveOfY)&3%p)8pq5SfPfqOCyMd&$Z2XyU@qHBdfqHj0Z2qgt)D%YxNu ziVMzRJ?Wu~Njw%w8wl1RXq0S@b>&RFW%JGj&nyV(_29RU0Qx&k z`=NPg{ZK!LLmu!~K0Q4zW0W_|V@ITYVdSGmOFf@)(bH(ToR=N9Cp*A@&X?*ca9$|O zX?@s3X7O~IOOWPyqMnS4f~PUha#_f;XU7G5N)n_Kk}9@FHg|?eAR!bcFrw>$-_N;W zO#QvnOT^b0X7)^fa~8LGWY432nZ!Pm^VGlsA`Y+!%02j9qEb14G{Ci4r84stt&-(0 zY8ugHvmwq7wYn2bo{>&$DOn8PX5FfVTATg8kL*m)fBWYERBy5;oGEqp{ z_d0+Ac%VCnoGk0=u^9|w!X6@At3PV6*ZW=eOEz=d6;oW6vvGdNS`Ab+I6^i`sb0GL zbXum6m>0F#F9|l6IWD+jas|W?o{bCqFcYP!p(V?;_L$iDlB!`VJ3?v9#@Vy{O`Zg& zvu62Qe7W<&6PM2@X&V@AM!2XkAKPaPjmUxT!C)uA=)nm-TF`jJtg_v7(9qZBNIe@ zpUO2Zo2baVCh$^VPvGrSQPkZ8KR)%5BNUhh?{3wFNW=XyPl8S0TRM|f*8A&QME&m(r{~LV&Q#Su8 zQ;^QXV7H&rz1vCDZp~`a($Og`YKSu}sNbwhMVZ9rAWbL+`mq`HLwL~*3oj$0OURhm zLt{TJe|A#)md?`dyH=&wURRspwKCo&``lY?k8!nZ(msI;lF5$B^q!!$1|xm2$Pzc1?C`6cm<( z0C?i#^6bfN3o47}k1D>cFx)a_QUT5%XgGC>{d#-;gdzv8+@&|$N~V?$`~$$r$wyJ* z6zJE$jT23ix|wbUuyfabr;AZIn>4*xvtMf(RK#$jv=^D^X+#V}6+L8(mJEvWf>vP~ z6zD(#kSV!CO=5C_M}inq$E;x1g1aW#%PYoOJayG&hNy5uOCD*Pg{PJ{IF(kpTW`_H zvnpFk2G$TNJHT#;%!|>}gvuVZT3(nfCqma)-0)Qr%$EE0g+zF!BIJ*yU35F*nK8{} zwJNS3%1KqHDT<=UMksWS^hqk{A=8WK{4}8mMg1{%+C{;g2~|vHOs%;rsPzD^^}~`= zmFx786mFnw5nKDAsRb$TWhsrZfpF`T$py1#wbb}#g^A&{O;Ovm#!N%_hK6zjlh-hP zp`<`|fxV=mRP4QZzI}^Ios8y~d5WWU?W68W4LcQGI08qnf6DN0!wrU&up z1E;w;-p8m+pw$ZPLbNvV%@z?fKBW>kHDe(+%E` z&sSZNUb(#I-eZg{KRVh!rXc9I7Ueq9D`r);{QRCe$S?gs$7yO!g;F=_*C><0kY9kF zZp1@|@b|c4Bgm?vgh@%nMTUSexne&?WYtfSITE_{{|MPQk~!Azbo$3;ddmC`hrjG6 z_~2THjq#8ri2v(>@(*!2P+lNugkxCpA9>({ zE)rvbSgD>vK7P?%8m07+D@?3$-T}73?Ea^>_ud>KRR#V~+*mh`+tM%S3hLlYIjHh{Pn< z9~1q(AIN&Eduztc?qZ+S>MM4q6$4txF6P!>>6gi`++ocwaVI}=1CStGKEw30%V|HQ zNIE0P_kzP&^kCVoAksb@p!$D9@1$njN@Qy2qqU^eULU@Ch+RI+TC<}i=@rX+mUBvM z$&dQ|p@PupgmqT5Y`wdVcstY2d`MR>NO}8y$=hM|6W98=o-E!+ByIk8{hM9KSjp1h z7^7{4uylFC!O8hz5T8ib4oT~JT84^vDaHsq$A3*UTL5^kgZmI^(I{%aS|vmN#vre_6#>8_r?=@H zC41?6hjbQ`-YQaNM@Eau&RiBlCAaRqf1$Xl?;UXtewE>tU-m}zZ&k5Vx#d2dIZXvXKn19+m?si=AU^2bDy z9#}y;Yz2l>^x|Dnl}z@LTwp)KBUg~iJ`&^tW3|>7Dv6a)K0>l`&JE}~6MaQi+Am8> zH_KSdA-ot_VZFssD|R_;GRA7xy0vb*ip$I}$>hdfJZZmDtJX)J`$hz4I&?2 zB5sx*58(C(@Fa0Rc|0I)$L->Fa)NKh;CY#j-WTFU0rU`!+>R{rH_7O^g^hbHe6jry zcB5RBgVUl$N0!Br3twFRdHwwK^W4J3Jz$cN8_pS|&F7He4B1=h%C(a};3PP5dSS9v zNKV%0pBMD=x%Be_Tp)30m~@5wA3w8^n}q)b<_qG!e8*H+Y2F5kbL zJipGd1E=&w)h*%LB@O<8U6^G?>x-hzA@Y{l_{_zw8yk0syPvrP&o7JnvL<-Mg=1z^ z`Dz|G{8;Arbo}#BYh_l=y2IDVB@dNL=g@n~3d;&D8Heyjavv!bO~t5QoE23EgPaq@ z;TsZ1;9TPD0NsTrk_ghF1_8$Eos@guaP9;D&RLa_*o#O&;yfjR^tz?f2)7y6NzdX* zS5cPPoK*y9EX!iaDjX(;i(MT=3=7`gGHb#Ehu188>*-k_3Cvr3MJ}f_+UY9tS&07) zmq!X~ZKP*%HqtXW!}-7FOwLGN|D7{A|C+CV$p*y84PfABIWK67p6A{x$E1#aE2>tI zI|tj^?e)@-;3gHTXFVw_Ta89|9xdGiQP}r`@{;7M>;8V04edWdz?n6 z(UaMW{}R<;uR;3{nG#v%GahiCE+o-KIvz)eXpf~%c4!S2?LP!*DDqHOLkWs#vm>zy zIGznBT1R<_9tQyp3NQQ3)nDS~mPO+%uF|%OmWLzrCLO+i`ldyZQB5mb&oL`sz_I3g z=g$ZgPp`?HRKB#KeN4v_Gbi7_=HaF<2p>BJ&$Fk1k5crk#772xDyj_x?SX82AYjjC zRS-coN7Id}vY_KVW7!@%w%h$>ITy0M-}vV%zf)_exHPN_wuQ_ z$4_i*SXDay(fW?ZW{fJHzP$ct&z9eKUC#ZhY95beO`ST$x9G*2OP4MP&2KEh8{3|} zqncN~pw{?m+RIC0rS46c(y8u-sZwfyLi2({oVwJ(fF$M}dUr%Q*hQE)c;3p|i zpJqERzyyc;g5c;-lR0k)YECy?bt9tSkk-hJYy?meRk0tmKK;A9(kIkZIZGd#7`uN~ z@tz%*n0E&LdS`q0W7F{V8@DZuvYcG@qE?eTabeYpCCm%|$Jv*FM|E6l-lcEv`!4mW z-dpNcx4NZn?cLf1S`Z*WEZUGj2rdGQ0kfIK;FUJUHW;kLTWpUrBpzD`5MVpc^H^SH zVtev=A&Fyu@z{AY9zQua`*W=JoT}Tc1;|VCK3Qs0U3KrNb55P}SKX@ro=hKeEIEp7 zup6Qnf%{dG+3%SfKvdXbwOWjQRp$`L0+YGks}@TvhtYhcUR`u;I;f+5eU#l?72+~n z(wrNZWOFS^i}xyv8>uy4vFg=K(Y0C89rY|%`PNObj~9hRj@F27KG>2CgG9|;-ydRM z++3bpIe7ek96oSl+Yj!n7V;7=^bH&zh@7)j_ttvaTk6fOrgimYy$xRSsTEIct7|y= zi{pc@z4+ij{AB6cN0$5D!SbO;`YZeE-0~c|`oIs@1>DU;DEIF`rz~LnqRd}Myvap% zA9<8e5)N=kajwjgtArmhafy7L2ovSxYsoxuy+s!MqNGH}1bvp0uq<5ebLh%tGRFOd zZXhv}0dvsVsxrLQ=8CEe{u)D*nKLGwUm&=U*`)8b$V!4=u(!FW&iw_e8(0 zTu@dvN42rI$1^iGFOogu zVv>jcjg_mCs{E@gYGJZpV@(5m!B;GQa2jZo&3Gck=ViiSJU;iR3pxAjIcSUieARgR zk1ucBdEm9Zwcvrz_YIsFh}7s4bsJj!Qx|C-CAV*1 zRnNBgsM=jWf3COrv5!yey8dj>{KtOzv@Kyt@0`D)gne$0t;#~)H-ANZA0zW?T<0b@EjI0`y(-k1ePyQlFex2zYzRWooDYruKq zABCgtTj1y|S}@mb?nJ#d)oosaRFVGZW;i;nj-5Z_)Y0|5J@Y{U8By(TrxM(dY$?MlWDAI=lOG(CE!w{kzcU-|W`k>_rxh@(%oMG`jX5MWbu~6KFIS z(C9aLSv2|y=rWJnZHv(8>llsZ0igUWsiGW8*$oR%NE6y2%KrN-7&Y7iMl}FNZ?M^# zg#Gt3Sk&-0u&9E{qd)m(jBH)Frc`SxT^wI{sH~^u&CN@W4Oci?wlBGAqxw#g;^gYi zMMZ&*N@rc^mbT8K?n9l`+wa_wJfY{%XdZnX`cX_gFoQ-VVPnwfav6geESjSdmAJnI z{OJn=A~hHo-;nStghPk3PZc4omMOW1wOJIZF2nt^x!hl}E*}8TFb1QzwMh6?27wMw zKV^gvTXxd}+`o!HvpV4LXY=F#`^nOcvC18l?8)8≫+<1L4oRx6ON~De>KwHKW5N zcdjd5+fnrM-siT}3Ye3O(9^uGro1zjb2P7NX>53%(QsUE3NPC=e+z=1?duWp{MOGa z;_b%Bb7Ka1V&F;7MxJu1h!4{aiGU<&!CHD9F|(}?FLfZ~`PCIwRCyV27;Dy6>B3sEMg&0^`m+`W=uoFFP{=+<6w^PLT$|P8A`- zu#*AUxmG0Staf$Qd|N&3j9LzFG8k{J6=9&sS!jB6%z3(gE6iN_^sgQY4d&~jrR63B zw`Rl4FZ*BG+r-e{p?N&2aKXmJ?oHGyC)0bKowHEpTAbB6lxfUIudxv-l|nm4nS`)7 z|BBIlRj)Le7}X8s`p^u@1odT6rg{ct8uPEPM#%8)t1ND$RNY{e>zUAOl!<0Nb5JIw z`g=j<`~SyMH}bs?j~;mF@IN1H;PWb<8JvNbZS(5Pj)tLz8Hh=`N$cRX^WVL*_K5}e zytLfri6u9k=&u}VDL_g6fwOE7K}>`&Kc|1o944HAx0{H!xkw!VgsCQ6rO`+iHH}Kcg z{f1Ln0wKaHfC3YSvPp~wXMiRIo~lsDh$oVGF3I6duT4<__?)}6!F!Fp<>E};Z?cM= zefoThUTPF6ubkTT|LSnf=^e@aYZB4r zJDY~j*E%}-wop%Wk64Q51-%W)M4l~C+b~t`YipVBu1|GD+e=J_@OgWvk;&mmem zVD`>2dZ;4EM+uRL@L}Yc6OUX`1+OZ!T9Nabbx3?owC-l)d3oADO{&NhR;5j9gI8J9 z!s@)nT8Bj9YpiJ9?T{z<-#>sobE7ShCF#Fhy6?IDZ|tiVfOihu27Xre)w$c|*XFt# z*HZCi-ygj%*3)&g>-j`5vGIQlFatFPWkFIkndu1q* zt6#dTgOmFs?%QQ}!U={t0^E?Y*WpR@G zZ{Q^QR7vmso%8qgloa=&&+gcmB~s(^)D)TVXKmPgZt%(BSg`-(hQU$%dB?(al?H3g znr8HAt676`z^CAuo2VpYD~^8*p`^!?8k$cEX#O})h=5O@i2i`=$*hW@fJug;A6?DR zkEt2{IGe3U(jTx;GqWU?Va#CAz8C?*MNxXw)aaKVmXoCq{rLJZ@?G|x?@aANQv4C5 z*a~{HW;2n1{HOCWxgLHj<_Yo-Nd+N4CKLZmK&bjj^M^!M7=#=`94JynGkY@S$5@$4 z{4*BUCCneP#I!&hOfZzh5iIiDxMHl#Wf6D_L!*y?jw?QLRrUx5s_4k)W|6QDc2P zRa@by3K$HfJ#}u1$LAdp3d@R(UX$X0%Hq{&YzCQHo)Soe%!aO}<+);OK{@#UyI{wY zR2*ZU4H)}~1%S302~R|j6Xal0&0`So`56ff8CoFhqkCqrxdHSEee~58jC&%P6*s8Q z$bQDoZZUhs4I>}MsdJWOkPjWDPu~A*dXVh;_5JA&fBW0UW5*sLC(}9Ps`T^7R&KD> zYLL-J^x&C+(WoOX!5~!-xnzG*DbnfA=H@avztH!Iq!%(4$}n_Z{p5q}(olq_p5@_Hm%|hEbeNGOe zxFGNIUdV(RoJ7db?1eOKj_n+aD#{fXSa~1gy)YeoaPF9q9|xces?l-BE;Hwh@xDHK zN71sonxFb!VEBgzw;gEcuCVaTD?^VTf4Q+$Ti|m@=eO0j+NxLAIe##==EZHvl%XKu z6^j&mc89CcaSC>24Ir0qpkM1@{NxdZM3S3(zeae;0YEMea)4VKQ^SuCEVY&h5oP31 zQUU%LaPSz{n4!P&Otzqo-v{%aKzZ2}gOp;pGQvn+*A7j#yG+4prH6Lk?|wgDvhg z2unLlP3s4})kR*V+)-HR4Yrlp*LK&gvMW4ANwR0Y+pTw6bEW#K^mlW-)*PuM$L=)- z3q(2x*#GlPoXi8P%bj}`2#f@JK@wiUI-XP-^DoFP8V%oZ(b6xt#P68}bCF`E7q4`h ze6TyJX>nX+E&Y7KC6?ba8{1|*APXC2(;-?Zw}U?iHEc!5bnmgI-bxEYDSW|@u582N zNYSz#O-(zNhSTE>^Yz}CT~Uzl7RwwJpFI4-9@|k}ezjl72>G-w-qT#wU+>CW^w8#- zBC9_~g18g?O~qE|^NZh((QlH^;HTcjTuk9Xdg5K@)7R04CX@m$bGsKLeBO1I57VRT z+{Py5)j7Kt-u&j*vDTrTz3yI!@?_3hqRRL^(m8IL}DLBRV^=iAdz; zyk$(}yhR#AUwwd91J0pulJJc&`xSR=1AC5vTjVs*?yW!ES{@#Gb$>_ygUkJal@Io$ z{e=&oe!X|u`Ik?|5BN77KCxiwcMfm#aJvTmw0xEf5?xk?O(4U_ZDrU5GK|cXf!mcW z@NzSLFIfvRl!ZrLIk2Gr!7e02HysBV-srhS2874Hy+NO%Z5$pWt|L4Kh-MRQ;P4nO z`6HBU#dRL$N+9dqpnGu1(M+9pq0UKK&fzg!#|?E>3bbVC5Q)%%%?x0b7p&ifM!VM&jR|-H+zAA`7?_q$$!4B7ku)~^Ykk8OWpfe zS_NJ}{1op05pNN}aJ%I$5DfX{S(vJkXh-&CbX^of#z?&T8tos`#7WXi{*h~)kD3x9qR+BN(rp7lDKtf!_!4kwbK(YJfLfKfE;bf-7_%bq9c+(|} zv#yaj1m*PR2@oYHP1BpUM$_*^M}Buauxl4j_voY4Xu6H;O+O3nK`wzFR6q|@GrUzu z*Woj2wG2XH_>9fwF;0-7q(UHbr*d)xo)q7h5(xMi$tRUCe??r7pmO*Z$S}#VC*-(O zEL7)vQmnuTzg!C>XaUSfXE8A&zDM0GCT86X6SEFw#tMJShT1FF|4^2&l=uzz%N%8a z{vJoES8p@~lm5QJC7ryF!tPmz&Lc^!6~uoC8`NqvR_17?+8~1T{h3iwRuO@la%uN%&tB@W&9zGIbxv zzD(VBmYuH69l0%taLVUrGybgvY38oJ(H9Gs>}-iH^Ldv>A`8oGTiDPtFE8x;{tF!k zR}`sKt28=CZBNy{16nmfk#Vq48(0YOEjMI$K843*G7XsJyhxK0iL@ypHV23~iG{^B zkid7WNF>yzSRtqTf@pS)oQKt}7i0;q={BXSZ1G6rbN~GZFO66$mREH&e9f#6cePXp zjMV6}KWOZ$$W2Q?i!4YZ18F2gKes9;6iRqJiA2O8Cy`O26rV3`mwYz;FJwXbeX^9Nqed59UGy=Lkw^*> ziHJ^aFEfcGQ3`3AAcRy3kuIl%LP6GFRah1z30M|~2!={=#LJ*3t{(PMRaS^B(-oBmE&YitaDrN$Gt41sFY;4P%TTz^g)MH9DO}BLx3CpQlafbTWdz zMBN9KJk-H)wJc>Yb3O(WF!;?VC>kn5Qeg#&bznEt&V$DM80+^;PzTSc&9W5BwMB%3 z5%l|4*q2KHa@@?moabK_EniukXDVA>Ey*z&M90&{;#e%VZTGUmSnvL}$Z|iwRHJv* z_m)@o);cL3L;a*9eOjaxGXNpC1OD7lY0jB7*x2a|-mLTZ)&WIIBmw z?%-X0Jg{)axY3MR(c*q_dc}IO5?OL;0_jl(*X)98s)+;Gvm`R1R4PHN%cOXMEIcbw z(P}k;Y^wsL(?X$w&zDM6Dyfu|aQDRSg(4u{br3~K0PT8HK`ezJn&DWM-`dhRw<))W z4e=&;(H~9JV2H<~bk~ra@7P#B3=uqd#d9keXKH1{)97H_ zY7BHqlrDMb{Up8if&bY`uSF6aPQUU#g!t_z$u+M-{7~}5px5(wHD&%x{LrGuabd_? zIS}*|3TKMJ4ml@;ysALa?mVkdFisdFoY&0+k^gvQr7OIMt(>=^$r)O-p=#cSX6I&2 zprI&K7tm=7>cgRifR0(S;^0z$Vb|RYmcwUg+1*RZdmG)p#_p2x-UbhRg7n$^gt(MB z9vr^r5*dQg4xLEK6bcA_h)Wrwpz!7)KA9cid~J%OQ^xV|mJyD#5K`wHM&*jUrjgc_ z!|%lgTY{TbEF4&|teg4F-;wbBh8l&LW<^y^`s+H7uoom;4H6DVcyq>EvzZg;nNTz%tx_+vqevu{SW|4aI(E^Syy^62$djj+ zU9#lKID68ocaBKSR<}Mf{8n9GwMFZ%@Yo9Uk=FXvovw1ffv5Xvj!h#>|B@QbElm1s z@xnZzIP4<@(a2BbW*_q5Ab5=vye7&qx?Ldh$?(~n9Ffa~P(e}*iVs<(TE^u?Nz-Yy zilivM2?6SGVGVZ*FFj|5qKfmW^IS74YIlxB4H+p8a6)D}s^LtE+upn%YA(yqY%XQY z^5ZOMV{0lldjjigyE{yQ3Y)h*;kDJRo3Abi1~rAte2d%AJQGTNydM`ehYT{wYNe_u ztaq3V5`{fb8F1DW+iAX#w@M}r`3mu2`O-_K()qH(pU}nv-Zk$YP+qRudY}>YN+qUhAZBH_>Z9ADb zxtYE9cQ?*H=f`@wyXvXt`=i&}y{ho4KK*9zI!Z~)Oa|4ZLja1C`n91~v~2Oe8+vph zdnV}+%IkvAFr~+1X5*IcU859=pz7VUxTT4h!hLP2$BTcp`wQ)zQr>wKcM$dz8uQTM z=;qihQ*jmU^A&4yAK*%lcsXFpy)R8$qV6Lgev63*&n7Mn2I(s#7`QDz8I>$pM(+E8 zI>z))f~LjPQOs}zG5PV@)wAZoi0%>bIX;gWrZgGLCnM9_^#T2e>F*idcIPRMkgFfW zebZPF90sKx(&cdDzA< zw)~2?HWRytbDEfl>xP+aPGb$Z{e;a%K44l3spaUJ7`pHbxKcQLxSF~tJ%uF(bt}GR zuBMXYTJ_vwU0v*mbwa1>m1-kl0=}jFW>Jl(r5$31%JUf15C!iyKBt&nA$TDe{@H2+ z)h0(;gq8Gs4h!y0au&>IA}C^d3{8Rbfuqn%TOfl>$7i02;}p!A9B?Qo?eZ$}MC0?u zcGjp%BeLcAd6UJGi{DIAhM(rN#w>v%TPCS|>vrLhaI01t?>0|M-jsDb;}_P@8}5v( zxwwEefVJNba2DdpaxU;-lZ$;Rk}D%q1aE^vH>f3J<-tC_GF+IFF~NhgUII5QxI zRl!)?F`v~Rj2aSPRlwEqGIcCCpVscY^e&G4Iq{fG>Iex5)OOg;?WsH{@tN7y)>r%I=p)hTJjQshJC?5j|n zXU!b^5p-;8jw?-dVe8i`0($YZP6|HQN|69Zu~^JN0QM8@76*n=sUby7a#0eW4Tz0$E15%WT>AXf_w-$wsO#=BYZqapkRc^u3c=m?2x>}YGPDgzLRnj z??2F}YpHa!Or+UvNaryr99x@LHG%l)le}${+oltb5=>c)Gwf;;=HodOmO=Z+;NiH-q7av91h*q(9= zf(O=Tx&=tliLbC(Z$CB&n^IAW@bW^MIU=iWjRJXg!p~+3v5R)=Ex&^aywF~&nN?S(+?nn zh~J@_o3Xi0Y|&EqO3oHKv!>vSu0ZaU zf(~_ZwGt77Uc3ZK z@IWM(vkDBXp(aVc(tw$GfmrvSvf#1dN988%rJlp0z6T~BSJ~GG#TtcNBh1(jai|b= zCK)|aPi(z!uQY^;iN5TKT2K0%wyUvs#zWh@)s|3U&God25`zhugVs`*O7x;)V^NCd zp_hksI z!(SOb%jnn%3mfUTy-y#$75^HTUjsHKIh_5aa65DV9gZy}J~WQD$8V+^iWnI&`Dp?% zw{EU+o28W(&qks^C`(L8{O!xd!@0+0>JzhuTgGa`Y+mbDju}bh; zYmUc`0wpgk!eO7hy99h4*KKIcVZhsY=4+KBN@XV3X4J`5&u7gY3ZNt;*7`Z4QHhcL zaGP%>`$|{@SC+E^$2?HOckkikEh){%q1a7fyF=c3Xx!}j`}RV)?< zubQ#*L1fzcIbP}`S|jxt_eSZRfnBnBNhWKJEfL$B4P$rY(hcG?&o+6c~^TNzUN5!}U zq#(mmjkeVD@K9BuzZ)x_U*PpD_U8wOXv`Xi&g()K;&`vs9fh8fg{u_` ztxhqw32_APwW7mXA87ouwWv1M_6k@O8Wzz9frA|?zvCY9qh|UOr%Ag(`Cur;BrZga z7?ZaW12~#c4(IkX77()S1KPx7sgt2FG$Lg^a zv2VSGBu52&iYyg(U6*6}IDS;6Oler|d!1*x0%(RAfTw*%9a4^CTS$^rewbEALdTjM#M58hAErABP5%-@6xUxpF1hyEd5eg8;M#v25 z_88SFajD|zExF`}i6>oc`5Lxvy(j8;-q&>v%^jUi!i2VIHZ~PD#%Xb@q&F!Y3zYI5 zYTib&RXuIJ@*4-Wy2~?uglZ_VqNz7z2uN@20>#V~-=@Qb+=AkDi(myrxTT0qFu;xm z)H_Sbu~Jx2HXbT_v<@C#cs?y?}G>q&UsQX;@2?M8`euQKk7<15;uEd#6AF3Ht6GY3pFm%;+n+PcD zyR~eXQBKiO#-M@iO`s%it^d#>NR?E5?@FyaEj9sY5@iWi3l* zW?PCo)uMiPSKaL86dUan@S@rZ&bgB8Dl;e>ZanHq@N!TQ13%X?23wlxSeN*-Z$;DR zv`R85^w8wC__wU75&js;v@B$oVVllT&;z9=SY%E6j zIWW_FDETHs*b9SU8pqZBsL+iSeJL-S1+j&8Oa(Y89br6X(rinZDdktd5fx<{dwR0C zQou87$d%$lJspn#ElU?Okll4bw71We_XB+lp+&XyVI0@eSSimK(DU@i3gp@Kog%S9 zDF)=0mYtlFY8;5Y#JO3cl67=?>hnWTH1IC?xKKg?PeZq`T5Y9Wh9J!ECrqP}K*}c! zMoWTWvSytY_`D~>&=jCrJ`*Y4*U4!Uq!AosM<%i%l04CsR6jk>v{t5eh9;j;a36M` zKOkE&7*wE{pRt`kd%7%Rt#`ZkdhTAcLlgONWoTu&#`KSbp@WEJq`onC_7g=F0K|AV z*S0-X-C-F1uxT{hARQO!kj4?LsOXxnz(mq8kI--q;1wyAFkB6k*^OlwX3dAKUTrj2 zNWFZ0eg75n9Y|2SSZ4H@+;!`9V;z`z1&3tWQ*n2dnNQ zv=K|M#wDIjv2n`ZM>BjOB04QFT*HZ&!BMy*37TDJD`EC!Fh z@#5@&^|8%FrB=ViUA3m#TzyHtxYjppYuc=%qU}~Jx0b@r%;@T)JD*RpI(buixkRUK zOvcKBKgX{Pv#LH-jaqLZ@yJq(Y_jd4kj+-U4{|qD&i1nn4ejjyKsCH=@TfQ_PSDo8lrH}(lW+28dl(TlQG{(lIGsD_z&bD z78w)ALL>q6g^RZbwv;ESy}d!1e8kq8<~m;EXlqW+omg93l%PT)0xjDOyy{XXNcP1Y zrA!yRKs?%e4WUe(IUb^E$kfqv%A^((MZ9++s(FJI673$@r1xW32se3W?O;*L*_O+*&QAnf^MZ^%af}iCm zOKsrU;Z+=FT)Bi3`lRb)*OgmI>ZG02%d^Bl(U?AdY0xRTL&XyoTd(<7Pdw}Qa|}j0 z7Qq-cKQAPQoVg60KyxuTwwsX~Ac5f)52z{Tl3cq5zMRgC5ck{j8lH(5cQ6mt#Gc@C z{(~@>H0NTK>H&RfaEg(5Fxu@g#_wA`00pCaoy@qh2oRh|x z&DKrKNBfgfRb(=qRAXi@S`B)j7fqfJXk=^* zo0N9A2KT5|;&|SkD9UQNAKfI9@qX6S+|H7Or2D>JJjV)XWV#4(LC>lbc)Wdu;C;f@ zR<0Poo0^&*wLtTg?0FfqdRkchm>C1~Y}i=cSDU%Cp?I}^iDaoM)a&vk!ZXuL>%xq# z?(P6xXK(QiSb^k(^9M(rHWyjoW3b2#fW{5Qa_sc+R_|f}cZPCZPk9zEvH1W#JbBiP z(p1GTLR@2=@&)%L;^CC;J5DQ{aF#9=ne8mH{%M%`yS_$(?2Pu5_Vo3^@g*|^Hc;$( zH4tPk>;^P(h}p7TANR+-dbd%VaWrtZWo1ivv+McBZ`-xcZFn5p&O zHf1>=MisHjJ(^*dijyL}RFBa;^NaJW3oi4QwLJ1);lG*OC(v#_{Ww)O#5Q(b{VT_u zo4b2Hl-`>{_y?3-P(0h?LA7jmGd~vJ)b18i4pV9yRT?3yubQMArCZN7_?$kM-z#1V zUXLzy+iKfvfowWHgLedQ8%o!i_Bhrq&3sGVV{r;`Ou2r!#JF_J*hTKOf~4-m*z4}) z?EJFZI`RQ=3w}M(zE+J;MiEBF|J}P??>g=i9&fYyov}8R1}Hy!DT7>kQqT zo+hr70U(({T)<<%eu4X>0zY?l2d0nEC6G7;SusrJDL4d~!#LzwQdSFFAE!v1LAu?W zktkNoh6K0}aVC^XmjM&YuSTg27tX3Mk69_0V=dohNvt*L8q-!b0`IuaGKGEIAM2`` zgQefMC~E{pg}^2+5|-v`7CVD-dl)fU$(er_=s>8Rnj=*z_f;&OESry;vlPw_`A%v5 zJvju4(%N*Bk-K&lcHTC^&qc&kWl!83Q&wWmO(A1Aakd=@_p5*fxoXZ$A^mR}=A5LG z8!v<(W#G>FHjQ9q)nfem#6;hUx7i|)&7got3W--j@`M2>{X6YUK*9k~S3!}#+q0(< zigKU3FXM$+gRln{fv1oMfJ_j@Swr}s5V8PeHPn6i9WV$t@gjw-{<(%sG-6&yIf4`N zPK_PPpU6*rU65TD3z#ZKOqbjs^H4M0EN!UIiF|ZC1hIf1s>Z-HE=jvRGn(XNlc>LMhLATYooyR= zu~<;Tb~-;}-yzBN`2`Vzk@$K;oor&&OzYg+eye?^kU^AVq@|xIb~xanWWuPiI8+Sp zVj}V4Ot-!=WG(I-q*wy`-V^yg_9ct-`RIW*G42g9*F5bik+1_Toq717_x5FFNWwn5 z;B7@5Z(BvNM_XqO7Z1Fcv5{C-f1Nh3NxD}xnV%#G4}vo{bu`Z<5#l)TTWj~VTbjyV zeU_8O09o`!z&%7f^3Pb!U?bWryrZA)adX}CHU0sZy*YBa$OUw4fqKvLOAw7lVMmDR zz?aIN`NGOWiJfAnDIUTn%oud$vq+kmKTTv{50S?@?H@6V9W@0fCj#!*ArR)t_g?yb z%Or};t@~))_4Z?L6Zvd2#F{d$GYN@o#G|d`)LgQhs}N92QczUX35d%`IEWz>1*PI3 z2& z=dEwDitvYiIvfS}h)9r<0<L9H7|kZB-sQz740O7g{iVZg2gz zP(<=RHo_2QYcYbvxB@Yb3Oi~j>Wf3Gtc-u09+N!*HeDTcU||kK~E8#)yqUZhIXm+8A;rO~T6hy&ymSFj=iM)LxUT_j!PF0NtS2 zklBJ=m@ofi^JntRpR!I7S_d@m`q!xgd!Ga3?6I}vEC>t;iYFDw#i8^(gj1yKtZB)@ zu;YojJIgc#BtN{)d;zBdo7?`kQ1{G#g}T?or`N=1VWHQ?$7lLm=1<{&d%j2vEdQ1D zrD0_FUp4H1HNn92-%0QTx zKUwyFPRZYjZ2v~&_!J zM;rfdi)m|M0RzcK&%pA}75uYe|6H>_`G1!FuKUmO|FOpZVf#Pp{=aSiXX}6Q|Gf|Y zl>S}*zu{lJ|116PHUD20|DyYkX=VKy|KFxq6Q7m-?}Pd8_+lmmA;d) zkg=hykujZ=v5l#d89pNmJv+-k3JhOAYX$~JUS1eTM<)kkeQOv+MFdsL$HmkrqO{SM+RLvdY?MCvFWeey7KJVdX)NLx|=x2N@qICN_R&k zAuYfSliH`Owu9~3J;_Z*y5UapFrleZf4fTAL<*}K2p77oLiuUMWwR>B&uoGtFBHoW zc|<$$yuBnZ^qaDCWK!GiEUQob(q72$Ec}+~aA9%c!$^17H1C1L?tvTGX>CfA-xpvL zd_uGJJcaMLCnw}_DeQ$#Z97|8(fj9QWH{^jz-wnPOAGbod#w&#;fF?J3r&@_N+C;{ zW!UDkQjD!UjD(AnhHN9!eLb%3xpwJF0Z%{9`_pri1LM=*-=Km zMHM6uX7yP^x@w|G4>Ymt{SYOMUezZ0rU-AN5{Nt0JNmeDJh3Ls45Hl$69imTiXing zsS)$AAGtRENen>T$$L;%L24?3fN-)tR=uYyt+cpf9PM{XAD?p%R=4I(ekM-*dH#$)bC@fwx7|nSG1S z_gaO%57u&`EZ~ZYHA9zXm6>g7^usLy7s!pen&HaEY?GjuEn*oKuyd79*hPlJXbvUG zLxDI80GwYHRG{acGDjan&lpmj!8|q05_OAkSV;oU>ukffUF2#YYsos>7kH0m_$4D6&< zj{9<{J%r*#(h+4nO{;L00GCnU1eFkvZg`GR>sP7?)PMyHDQ-q0FXkEqFb130t43P5 z00b&ticLj`5Q~e59^8*!4(#HvGAT+h0ZLq)uojpxzaxDf$3bW5TV&o;_;d`__uC*;X}MeIF=qU! z1?zg~{wMCTtIP#X9C=KRAWdU;hb3a0C=MZg5Zkz(Z?iSLXMV>ZUl7bn~>R=3g zAvg87jTEGC7vnOa-RNzAnVj`iI+Ez%>-KH(HnL~uA-1u4>B0%4Kg*QK$r^5OMVKMf zf_>_Z!M@I8v0m5Njj%(D`F)1L(|WLG6W$}~x6H1ih0F3Gp5~?OWCJhh1U~!f7M$)~ z$3E2N?v4{}-vUFZJ{7`P;izKsu#WN`yan{>i}O3<6zJJn%3cJHi{rxGH>t!t11|Sl z%5qG4Ka+`arNK;Wjx5UpQu;_4&9KR)vF0Ne=b-Kxt&589nVv$PotV7F%rGZo`I}dc zRRvInnTDCn*!a*-m5;^RvMI0{91?N|UNd`xduC!%=Z;kNSt3pCO84bx z&`Ya6>3X<9@c~-%=HJrkb>rRfcu~CvZ|;vgNwdhPJ7Pa?zqujAT4Y+1zlUMcCf_>9 z#LF=rlZU#vn`O_|OyPR;C}JjD2ttaH1OSD`aY`t^mE0;lbi=mOZD}&7JnQjV&@S;e z957*WEeS5~3A!2k_4HbNr_+yfpu(yJg=Eu_by^1Zb4T(~ya3ti(H z@pn5+XOeEnV>I&EsC0?uj(GP`Q=i-~Hqh5M$Q|_;ruTHTTfy@<-@X{c=yw|u=>yF? zf3zE1h(t34*TULks;YiNt3oKPMS)cU3Nh()tfbs5Yl?p8<-gjHZv-FlNA%IJ>BcMir*qZWkgWD|c?pFAoN<;zFc8D)(3p{xrZcqWGYPhCWlhtW(^)jhPaQbO z`KfNF8u|W1Ny7=^uz9u@ss6UcJZvwvSm4TTh54AqhZ$xJNhjEn-A8zQ*NV(WL;h5P=9e0$&7EzYabAk zZ-MnV;XK=$NGKc~_|)OHW!x4~+mc%z^G=U{PvhUPE5(orbkkkq?r2)!?{3s;Zp;S$ zZYndzu@9Vbt(V0N99#9>*V*Ih)U*91ZMvLyAN=cEoMedE;n2Rj%QzyNLPDC&*|ATt z9y=5xBvA9Q#B2T_b@V=mtQm-h6?UY9M6@%exbxNvPWw{#XdUIvPyFHMlpECa=~)4L zGwTrw2gYcAvB6f{p)R@KQ@!Z>X@}n(cow|vC}gy6Wzs;~A9uPys2YHpsO-iugSvnA zF(mrLI_eUrNGv*ew~PCZnyepR`l&v_y@%H3)pDpf9mT%^c%|tEh126s7B0|C3&7g5 z*o1Pyll??qoUYJ#lL$7-8Rp?H1nAJCCRgLYXyF@dJsR&=16bcYw-UZ062pP;8T&4& z+(;aZ{h`hE_4=}KgnjANF+(N#TO^LB5P4yrKLY74@i=rdYj84PzYCK9vg3jvzK>(N zf+!EYxIg+Wbo+dc-xB`lPVcfWz3N9gub(fr*p}YCLkh+{r;Swbuw~qqQN3Kc#u*m= z$O;7P`3S8CR`VU|xf>@j57>(j)B@-HuO_VA;!K*k+bznj1#u6;G{f0xZWR-lI3dJel zQBVWn?Rxy>acHmW`65pz_;U27PcafY{|Xt=`$WJw(8aI@i3@yBy>JZOzz98Fr1jJJ z^K6-JHDE^XZTQ%d_-X2;$6tsGbT7}oSBy!4_>Jt1%+A&W5LK00KooxT8mktwmb{8p z#r27lWo6lt`myKKS9k_zivzs_W^($?H^lTDIchRwWb1gV@S5vWg2jVFA_}zQ6js>1 zvpv<*$0>%7F*SFvBm1RK?kgstz){iF3I8kJFjni@SyH&S50eG$w0oQP92vy2qCL}N zA26R^MjUjGU|c!(NKVMxX5RN}n|H3L(xIpMW&QI!A431BSt2LJOy@D%2!>_z{T6z6 zx#gJaZ~ZRIu{Z>fId2VmqXMlleExjS*LM}l0T2W27yh})8kBcrd3Ta#kb;2cpE57t zF1J8g5(WepUV1n%3^98-w8d9Jsu-}^II*5QV^_Y@Z6X@Ne4%*cNjm5>1v`#0Gl|!I zm}K?a`q!f~%hIHEy*$sroWZxabn`VNxpSUn7(vrm`uJXLz`WeJxI9Sc zQF9CY_gJBhvut8lfu?C;nsLAv3U!L!g%UL>Bo{IXsnfXYZ@X@Y*#}e{5Ewn3~DzTNw+6W}NsE;(m# z?r}O>fPJ7f>37tirY$FUb{Z(x$-q+KM(7(!W0i6?9@t(Zeb{Z$$k6HK*{Sid7e4=# z((&oav0~5_g5cHdAZ^dDhdy)0x}|ZtviE#rlZm+)j>F1^JDk%L%-f4dyVZeTlZrt8 zIt8h%GOM&A4+?8+7s|J2gU$+pFFZw&pILEe;V6j0BxPv3QbD18r1pBT*EDce!A#OOPxcpH83xL!Nh!7WB}pZaLn?!~&kC3nG19TqM&W2r7NJ5f3AZj#I- zs~msZU0?Wn(h@=fkUFk1t7{$L%t57VNMlHB;@k#ZXSjS-t_@Lzw~UWtw#5N zbJHF8V%-9Tw;=XO*avjS=iE!PPW56Z+dmC2NYxj<_>sb!9Su6OHA&O%GxJfd$5utRn^c}$LuXw;YVOD(MiiuA8;4I zc=@$7*N-Do{RiCOjaX3`w#x#(-N8p*mx)ITP!f*iZwfy`D&v0-Naz@22S1F?xfb2P z{9Y8phd%41#^*Y}C3wD)`)L1}iiS%SBB8kr+&H=n0(tu_Gx_2k3nCT)OiZl z{XVbcyCfoAhoKl0RJHa}6Rfwr_Aj`&m=R)H*_9xmABR5X`k7zJ8 zy=c5H**lY^scZAZ6HAraN@X%X_+l?U-`eg)AMm_CdTIkKwHA`b5-F+1$x@PKT0h#? z844XmjAOCwCzS_6VY(Q9au72Sd0*%Go0n4nV~@FHvXuMw40d}XdW<}_7no{Qk(7u! zDLvZ6Bkbs#B$B2vMqnHAu<|SvW-8z;>10xD;joaGoycv^Sd(L}wME<9m6oCr*c@nUla_jPA`?I68z{E3|%YnExz4T-b|{{DY!9cDGaS9 z*VoCHHjS+o!|O26(T*>LzsKxwrLsewclkMyH*B*Je-V?lx%Q(q-ZNG|8KEn(9t%`h z$WX~cS5!ZKb3~pzG|!Skn5E&NK3rKiINYU!i|PAOfO2Y!XYC7d{yWOx9%RMkiCSja z0t(4Q%h*zTyQh`Mz+gp8lM6=2MxK8+p>b8I4YitWl7f_-0lveN1Es(C0%wF#_>o8^ z?#Za@L}kZJAn1u^sp50>?~-nBZ5nol-!%0L$|@Y^9ySF7+KS7yH;@%nJ1D?;>8s70$%>Q4HAS7$S=6HYt*{n(YbGo736$WZjDjLfL}fOM z5X=L6Cikp^s=6+;<=;|*iq(E4Oh_DNuWXulrKc+bz!Ni>>lmy_0XjRih^t*XD&@es0D(~TnOHl69T%HI17 zJzeGZ77s2o+MTD=l+Pw3UrQL5vGspJuy*dt+HA;^kVNjw5}Q||VYc_sG<;S-Db7^5 zMk`@c=HcRT^eCUb$pu4KAv547 zU0zV+V4yG!K7;j-sAb0TQ@er< z>&p6*WM*EAh~r4ec0D0u zgrC8)f&1wyZ;2OMix0;59LI|&d8ERZXgAE{ba;@VB4425s)II8i%*^cliRN#)Jk}! zs|SD~H7GS}u#(ev_+ylQrJVNSNfarpa?=kawIhVXc66-JbI(>%0z$|}NUJQl$2lLP z1R7gc&>&p)CZ3A0!B~$NP?c9=oz+EG-_0*DW1X3BTA_++N21maEz!{421PZlxLqEF zzbr@F93OE13IRq;+B)8bLBi7R%r~%5js#u14jHc??JMX_yt2XeYp+1X`Yo?aX;e;~ zM92CZ&_QQ3O-!itI*5w)%eG>%2y*_l%7j!I6@k()V}TmTI0c|kX=pU~`)rkoV%{){ zg|(o%P@a``-b1h68N|Gr(WGP0M!J&mc6_C#ochAd;KFGuQ#fX++MP&dS{6TQUbz;n z9HbI3?zXKT9Q!w+IGSY_q&gNgL()oxXRc?w0i!BD-A_k^>+y%c$wKXhMRt_CCWlTr)4!3DSUleXkB>d@7|k9+L_ z9Qe=YX$^+A{I7)<#)0R7>2|&OW`X+_Hv~kRTfV65fS zkJXYnI@q{OkNrET8XM9yyCMwXx%{>Ake5Nu0sDIor4)^lPF+jPjebvaa}+Zr1^%4l zEJ6{x>2@{X*v|U9?Tu0!^i(Wf<+ApY*#6WXldK@GvQSiAeJx=B{9SkYO z0CNZWCQ!vn30XE}=*lUqqU?}u?p0H@u_^kEsXP(mFs_t&U>HBxb8uLIcqLm#1guvC zL#X7vvT({j%6gumZlYW0oiePaU85{!%)tmbuo^V;u@q0M9^X3V@_adFPCHf~&Dl?D%=|&t;R~@m`IiBT08- zRVbDxtqqz@*#57av+^445)Dnz$uZC+M2+_)mAz!@KY@~|k4;kUziD7@&R(aKY=UiD z18jonrKyL3=b2*8>WhJ!!9K?bH?lmO7v3)~8p(b$34z9W=`=x0G)uBD*wR$uo=;rT zJ`1(~J#akND8vZ~p+w56&7tHhX@#kYJ<;pCKV;E01T<8c$_^#mXrYRa6Vzx*-^5CC zpsC3&tE7(t;eiZlE-IiTA7_g!gcR%?6W~_R%L<8!02&<@fGaEzTYx`7ek?z~iED3P zV{+p$=cliki&Q%!ev@IDP`Bb<`CO!K#gfe&UcD+VZG}P>?8b0D^!4rGPnb&ByAW$g zCd~oIfy#ldoy`8pHbPY@l;VuB6eG#z;uS`#Arr}jAsg}LB6UXUA^ipSyCG?{L5mx} z%WFIcTM&JXv%y#LhH%5M2KWvD0o=hzWgDDbk7P^!s>*er1&!b8rJFR???yj?d+qrZ z4=QTeNm0pdSZ`=sJ0lmb5=b{uI+V(Vv4x`>fiX-0Y4f1z!wU@}EgB>{zfbmd_>pcR zu=Ukd?TXD^qg!qY+Y3plT-g$IhF^pApFz|L9?lG z-x6uu>!1f(r;tnyW&@T2AgMeCq(@K(ab1z%-s`n3vQ3)g)>o)y(|VyONLtp*%U#0$!fst&SMI++eQ1(?b&xx$FSj;RhrtwI77 z0Low3Pc?Z0_z;*4D8Z+>AQ$FkCGQVJ_^=+E2L1u6e@OCjtN$Sh^l83k&8WYFrXK|h zw4xtXfzFEXM}p4M+XewHHTVKDboRd9@;~qmOorZ$@(%?3VORjkOuGhjBi(05bj!{> z`gg;}R02x$8?!h$nvLF8tbB6o8-e20xxS(N0|BvU zUY!wtV0#Y~uXgtf=>9PNmA0_0NRv}kzD*Ksj7pDH26|ZbV$lmc55S~6#;nIl58Nt{ zEJg4vsmt=DM8*4uOnGM~2U=<|RF0e_(RbqU_w-KzrBuO=67&x!e`)@vE?2VuyW~s! zHzGr!!Zn4mmqQ;J7B`4PgWn224ZY}sGB9o)SX#M63E-SRMlVc-5u_YwtABY#5l|Tj zDPUsq=45eSL?{w>*7gnvTRQBcz;JCfEcNG5s@E^uMX=C534zqVzFQKT~04zD+Dp$bP%>1IQf~zM& zCZ+t1kp~1J^(Z*%(x{h(NzaLZT@t`N#r>6u2RP5`5V5LA#3w)}Ir7vc(QdKPAKasS zu!fiYe%K79nHrue()SxgH3AU*>KkpK@0N;U0^XAzXjPp_ z^@bGXQ*ek%nOkOPi1L@q18t;FH+6dr^{OVSwl?YoZ6vNHYPL4&yXfyZjYjsJ(;ilj zyVc{4B@tO&EbsT#qaDZEZ;E>vsUdPxbi0-j5$yg-^$%R%5H%n z4$9_o_Hf6H0*d{TcbqpR%g5`VlJB~mCYHW9>C&Qww0gp z6V~;*!A3HP?-In%(!YU-zplYHR2^MRlDZ73@io)^z-`pEUAQ2sUNcfpbgry8wb3?^ zZCP9e*E9u>CVI5VUkNgAWxrXsy8+AW@>2-310dn>D)xp$wkr0#ns_s z@8o6a^x=2wV(IMmeL_L7M@R|7MUY3>AS5L0CzL`U3?QsAV~y!x+_yzl4N^BkG)ed& zen2BQe0v1r4t@k7u#|Yj!GJjuG!wmx*;T4SC_#DKCbY#DDPgjD|Ea{D(Y7{N-o6q) z<)QU0S?REpPMUn?RVnEhrL~qVa^|JI9}x?;OSa8pL-%-5QMoz&+jD+jC)D$~o)6CL zP#^bd$AjgpWX3?WgSU`JIIcQtbw&I$noZ}40dSd;3QGe)LfmHOv zW7`ID4>DTz(vmiB_Gj)7|7okjf}7135|x^jN~_si>- zf@=?Ip*;Hho)0;3;bfcpk->m;#43$oYY*kfQIx_+NXw80QJ19IV(of#qP5~N;%Qp-CdteBnjgzLO3P*~p{vN1tV7vr%uY6Q zd8^DIYi9nezhSLCV(>dG46itL!L1W~1v48Zo5g$96*GNTDq`ST)s4_cn4R}x+1gA zMih)!45QSn_Ln%Qy2lrmOn0?7*<1$5oL|EHu$;*D{AS=t@JOuF69k-y=vR;$loa8Sh9(fHErb2~e{zt@?zvuzR39 zR1cevmws0&UxgD|8F2Fz{$Q)@kEkwLND>TPruXi%U$r#{-TJjMa>u^k3JOW8h@j?$5J6+O~i7?q>*kO{R4%E$_(K> zA?JXAH1^~n^7Hz0;u;g2BI2?*dp-N&HkU0E980kbFFH>vL&g@&WQuhzFEZrwdm+O8 z90gpG4fxXQiL8^Kj3WUaYI3v)-4M~ErPG~d(c7N(1$$esh#8&oIShK%k@;Hz%EK2r#+&}Pepcl32E}kV%Bo$pRAx!_;_27PLa4N& zRLA?k`zPxn)>@SJFxT+wuxcKfM+z}*qN>Bb9o9@)y?bK&UeZ;vTU-R~QO47U%I>!BFjz&XBoe1fziCz6~$ zKP6ij3tMl^Sh0+@s&d zI_{?<<0oBR;$bGuq;e{4whdVIz;^=TGz#qtI-zUR)l1t`7+qs})TOT_(ca%Er= z;#PO{;)w4KQ0$W&@5uKSG~_lyX=gC3G?HVN^@k)koeru`bw^4W2mTaxH7cWa;YQ)b zAU3Q;X_I3KZb?pw(j2*B^+{?;sT5s$Oge2^(_?fBgVy-a4KHdfc+TC zW#FR_|K=01HbP2G=r@uy%icVC= z;F1^K*k`Pt=zT$(SDeT-7;O=#0X&BpMoY!#NB9ISQf6u2*01F5rABoxTGl)9^~vT6 z2HSm1i*14F7L^#dg9T8WWh%r$8cZQ+R0Izp`fkFawL z(jauOyw$WwVwr$(qp4gb!*o~c;i1*LUbMwZ@{B=*}x$gtX z;xFQB%9?Ny;z3NZm(Rx>p9*`3m45w^t+d4q>b7&k`N&y%o>g(qxAXGjJHfeCG0S$$ zI=h7qWEKg88Vl^v0s=7Y>xe0=E#Q3Rxpn>Ve;N(x0bcikB6z^Q_3;Vw2_s*n;<2)| z!T0u_JQSEo&JOfc0OM8rAbY3mhPCU2!JciI!=G!rY#oO}J7^uRy)I{5nwZUBcmK!K zQOEfp%!uXd#r9)AE_|tj;nmPmq7Go|*42W)d9Zy%Z4}{^#sy;QMk!dywP>;ATXeFx z$ExZU?UL$J?-Jk@-zu4|M7ETqEvvQ+JZE0QSB6yKSMk#bf}QI4DHRO|10+w zd$s9OsJY)%fc&c};w|fq`T^=8carcJ=z+!&avT2UK5(7hN^TLta;vF1qf4_or>tA? z%l>KXoOtPvs(6L)QZjOF&ig<)yIhyuxrLX*KH}}l%x!I@o*!Imw~NBn=DK8WX5n+S zrt6bV=WjkE6j`8dADGT}+PH}q1KU*Kfic)OT{qNh0V4+C8-X9)N6`05H0rtF3>bO- zQErIQ&dQo-HJ}ySKw>oGp+NAm-l$v{rZ@DkD)mj+lxLO4!gbd*QoC4m3iW2jKl*j= zyo<0jj<~C(;HNWgWbgd9EihLZt1>R1R?U4%FP1r?lsKJ&k2b@aBypm{E%r2Q*CPiz6B-cjrwN2N+Q8 z;4L1Ck*#+%!N@w1t%*7?ZQ*pvXBnqNwO%z#WNQTpvh7mAfbdIyrFtxHe~~3%B1mCMoN#f+V#Sy?E-RfzLzCL4NcM%TtutlU zRHOr2BR$2gXs6q0vkAh;cSNSsCyWC9frjDED~&JgR}HdSPd1o)lepfW3*9VHrvwP} z7`doioLoQl)uDKPCQaW)>F_N4rS z%$+S+N&kq0tmE1g*bHxEh4Px81w;@9RmR_f29QcHrJF#x_k<;G%h2~6CF=WBfyF)CSJbJ7`X+{3N)_KWvoepa?fQ1@SF>GGw`|lb znC2uJdyj~$BgxVG?1gCp22#|6rZzN*(t{h&(b3&G@7q|x!PSjD#TcDov6 z_C{@Uy^Li?NUGJ=;`OKR=xTC*C^`S}&W39;W4fy4XE+HF8c9s0%~-&aNLgp5y?X6w zN8UPm0C;2AP)&D29Rq5nGEU0Chej1?=WfTY8%AznP%!fPQr_3nlPy(vnp4Ar=_N`qIFegNl8sR+Re92 z?{E?8y1LHoSHN>OPp`yXH9CqEyv-B48{sz7et`{ktAHT^OVHxjW@Q_V_IF6^Da1K_ z4Y*qN&peWEKfN`rr_~TUh-x10w2(vMjJPI2s_!OoK)saIM(7-+K`5Cepi{E7LkeRV z8P%h~nK$1Jik!5|oR>Yxfz_8PCc-D=c=zub+L+(oPCx`pTuy&g-RZIJ-rM@RcxM)6 z+y_j`xYTO@T=61o-A)p#zuexFtLVLWm_2{B*6zEgC0wW6_ttD&yT3LO=pkJ(Cys4y zy15IYo93?mMdikqMMQfBC8`A$VFM=mq40c>>S6k#8rG$twfSyOzY?Tt3H3wHj+umD zD2=m#euS96HrAYIb^gt?qly9{X{QQ!4nrNp-Nm?WIV;K)7=oxLBUebVQ)~kGW zEmAv7v8k$BSJVO5jGemKVS4Bsnu~#~Oc}J;yqkBYt zqDRL?YyFy?KJA{sHXq0a2S_|DB1~KoQ9l&D zlzk0&Fw?~I@91h;3K zRMyq)`RVYZ=RDM(hWBI5c@6JmShXsMn(z7+riPo0^L${}?)jHg&TH#!xI3`7>*90! z-lU*m6Lx(udTf(K>lE4yO6{rr=|y`Gc;lc{C|%Qn2Q=BOhd9I>6AqisHefPdPqwrm z0eqeXhPOpZeO58Be}Dgf>BR#D5D=860)rF3%X(CAW2-7}{1N9FiS&v|eFMIw5POyF z>$jQ5J0SM1xpsD!CN4O)xP&heJg3(Yo*QkYHpsD-utYRL*@YWn>3%A19 zj@b^`QJV8;+sNSxb-}!P-8$cqictnDi(Q#^W3eGxgS~2YhdJLq=h5tR5zB$mue}7# zp1=fc@v=KksXQV<5<@4x$*}D;(f`;kUpRBcoyFr)OE+@ql|v+1)+jp9S)N>SiYiXn zFt0~a#SS!#Km0XIJt;HWEOd4w%7Ni=T|ln&*uFm{$|1@kARf(M2Cbh;hy{n0vD84I z$(mBFmq~GG=ODsO!XU9vpg1B)CL!--AHko{{vD2Cgh@BRq%CAXWT)!xA~#1xzAzN6 ziqmLX9i?LawZsf9(pw4>bEA%R%L>XpeMC=i@Z2>D)O7sLMF;zPj?Z?JD`sKj_F z=>g-{O@raw(S&v2yzMvXC~b`&z~R_lQ38T14ZE090HY;Bw8U9t{w0rh6q7*Ugz;@) zev3k#cxvt^T!!mDCxIvfU0{oX7HE#^KcoSz)}m(X6>?M`e3!g{63qo`6cwJ+Z^}XX z6JnF=rat%ANqoyE`<=C+-F8%y3$P|(>kCF?bBK2gY>_?Vk@hk$h5h>&i3_?2O#jd zY|Qw2+_+x1?$NtlWGZd!Jme)2H`9VC=qylP}htCyz!E)oW}7IMZTa zcBv-oV-CHc=Md*UP`JXHbfCq=BjQLeD4|u9cCX6hRJ0>$4~3J55ew&tu;{yA2`?R7 zvLy-Fv})0jE^(yxo!3|5(5WRPE0b<*IaD99Me5RW4UIU}n){G;7jsr{YAh47yk$>? zIN|#1X7Z+5!w`D?0U=MY5k>w((3uGrCOXZauWvjM=FccWJ>SY7y>J#JY)grPt9F}( zGD`+aEUKNPEXIswl5(A(8e~^yfF``{^5Wg5U>ZJYW%5faKvN-ep!5MDjbi#$~I0mb~kfAFFXdao|>Ql{U31)fIeia~%o(YgF zT*Bt|5vG;Jh8%Z|yDbHff9wq3o!7;p@$=nq?8PxG!MKdYJP~s@^F7YGE;U;+=GJ!m z-l8udkBRu#k4CdJu6d0-U$wyTzY?U)I{Q7s`8}e%%jmx5T*;1f#J^%0hpnXy!k@Y_ot7V_~eKV zmb?S z`SwK;*H_qKS$|Pu5#X{Jz-cs#iPBbNKFQTkkoHONESOL*!$z1Bp)MNGLZV`09tIZq zI0_1vYfXO29O}Hl^kepBXC^$0e9F36>9_{kbG}ahB^X(-Z2OK26 zd9TY?^;d33p$FIRq=TM-+|X*1DIU0iT9>M4?W-;>Hu>SFHKgf zMsbj|ve+(pI_=UIQ9jyJzcdWA-fFMT^ub@(W-v}j-)j3KPDk?ldF?(T{yL&*F!I(aD}Q1bi$r%6x7qxP70mU$&)oX0Fs!SX8Qqf z@QHR-QK}>(7;)g`NO?Y9+U0w)3tW>69^#z_;XhIXnl+UGNVhmF$C78XRWMi5v=Aa5 zO;0PxMHXI25ukCxHj4X;UNzY>h)>RBRLE+}r*ib68yoePL{b02D1pxRi)ix7o4xVA z4c{Fue(G<|kJs~Bo}7VHSnU*7r=kPdInLFmOySk`s-~NDN42fL)@So3BE%KwWj@1v zp#>DN_;DMwQ!+Vo8JlF`GY<`KbGv1a6T9@qGnxD|*qnL{RPXh3;<5*Q^hLgGzVTRp zIOEybkS|ZLU0U72P6_0QOqf}C960t88@~S*K>I{tsunMs_gUp0TXSzRZtvZje$_Ox z5(YP&qCr^IC+wIv4cZ3Tg=@4A2;5ssAN@6m{6~QG`NH;Ciu?Ba4$FZ%Z+Q3Nt$b;Q zzom8$@uiiWa+beDR|~TmB2?(o8!V7N?Wz!jLLPw-9CrSbnR&`3bw83^Q)rwX5F)Z@ zW_cT!dJD=GiJy=zK!GU*sXzuKDkTMGFU{ad#(#LuBFGkc&Bn-tBT};*e8}{t13*l-=C~yO#`>Z~Gzj3D4|{XCBPW z4LYy!-0Rt|UcaXRepVq`2(4;jT08DiNByK8>t8)%*xnJlxOJ3y*n)Cpg;6|8jywp*tfD&mPlEExp>Dar@!!hzH=|w6HS|g z96GM&70MyN4douU&|{iPNwR-Z+lrV~w(t#7ASLP&*YiH(hF7&W5VQmwmp4 zgivHXOjW~|2(#ADK5Nda5xH}pvp)lm(%)VFsq?iTzKP3sEYde{N$~fd zxP9DA*n!y0S^-*2p@E^yA)Ry*iFkq;kALS~LQ+&c{*~zi%mb&QAkR_10yGFhYY(jS=-LZ6_h6?N+Yh+ljG4%^&TT!;V z^WoTiW6ftuVboHOXPWd+TY#F`*JX@Atus9f`-H52iZPUxnJ1~RqT-hM?DTR{#E|)- z1<(<&#>9gxe>$dFQNDa>+p47Elm&68z5^`IJZRw1Xpgch z-V+)EJ%rVM>$5eyo<|%Ls7M+Y1U4o?%>Z{jUWhx^1i^AKBB94u=i`zx%JT)t&r$qY z3-H2?*e|Zy+^4iIADOo}9(GanI@?bwMZ#PkVsSSiBoQO-$}6$ht(230p;wwpA?H3b6L|g_u(Ki|{HBp|c4o}ZrVuEBR?k(|1LR(a zsHrTwzIItlyDq8JWfSg ze4G`yWfH%Y&N*{;9ILglz>gI@ zNl_7tXJLa1;ULZZE)t?=Bp1lCH64o-)B&&;8996IMde=F5YuC&ARR#d%&A!DjaJm& z7TFkF`d+yZ070==pukN1mu#Y>0dQ^@kl3Gw?Gi4~8CIirDe6 z#HX2K&P1cLV&xJJU&iYu!jo>>ym8o9i6TGR*Hy_ymA|6xOCE=jOEPgGvJ`na5GLg0 z+<(n?A^h}c=>Ex5yUp_?rX0KBCEPq*@n8X`1gVKAPM>t(ARpiN8zqWI7QG8ATZi{4 zYPswfxwGFm%A?8cbmVY3l|-Ubuil0 zqu^ZLk`>vMy-B||&1=GtgXj-er$~WifwZ^6h;U;-9TY8}wc{#1@^*MLr$MItYyR%LO^uBqtz1<3P+&rUzthFF)$3O z;YNMS*{W1F)$WFR}Jkh-@IemY|D9 z;jifDaOo@j8S8zrpM2PSV7tXtPAOOMbvB~ZfR^2eSnxcC2Tip+fB6PTljbBFpn-Ie zHN>=p)27%;{d_Rwhf=^I-oF2I9@r zg34RA4j5g_?EkgqR$$+ZSP)qaIxl4*F)tzHfO3Fto4H;s!A^~*#V(<<8*F6cw2@!` z#!w8#ZZ=z)J!{2RS{9mYq#jcjw4}O>CYBXV27wI?)<;8#1S!q~k4?$3Z@(&`P#U)< zXa27!x!&F^Y`ZaYG0`3CEcBhY1$?J{7k;*$884gm z{%Z@Ur5$lRy6ha>tfCWYGzz1+i*v>UtvA$Zg`1L@6wRQ47T+(v+`R1kxQ{*J7iay{ zGXSk+t0(hbPIAP?CF>!laC7t;;T?u+`(f~jYr?VmF&a71P<1-c9-L}6m4PUdvLH^F zAURBn`c*#@-!Gzi#2j3ZubVhk&dntSQC!e<={av?$afbJ!+7O*j5FNYd<_Q-6Ojb^2DIW|7VAl( zHCLO!*S|{lI=j|W(@1yEMADM$8F%$itWmWbtF5W0&?NQ@D;auxjdH`>&GtC;*++PX5MiK=a&v`~9xmr>&htM@p=tK}?8 zla9bs%o2`}_Xbrd(v5u5RJ_kPmWpXzbF!B}n096}Mx`>fvmGLuoUO>*P3Bw^#bq7Q3}F6SLmORtt9 z>P}Ey!yJ;D}`g}4C#tRe10{l(xSb(Zs$Q@JwIOnZsmfL(J*lH0hm zuyDq?a`5OE(}LfmL&y)1S)+pc@4#V~p*S13kT~KvBe)RofCOY>_$FcVwNOU7{E+A? z#i~o9>)LWbEl;#ZVwlSoyM2l~D)Qc2MdtB47qOuLEB~*sy2>w!u_b+Mor8=Vo5*Cc zD>ZM=lm>u-%v`GWL$;^p*ByXSkJsz%`zxvRoq}4yarm-UmvMt~>dvKj|J(X!fqhR+ z;zW18MQsc(4`^}``SMG@*vVlOv3`}>0~0!M$V$UToi+z$32Fj%V#P4@j__hcb*gN? zHn&S-Mam^(pR&WLJrbX3f^LnH+qh$Lf^Ch~^N?(fUQ2dCcDW<^FcL-L7gn_(QBAj? zFA+g{RJ*(c5v39}R{zWaaT;l)(RR`!QXx7279h(r(YZ!68z9p8 zE>#?vThG(+D9{qIM)=LcD6^onC(=YNs$aO>e+c24oa%N~OS8fC6A`K;IAl{cnbBtN zyk#geNmS#`hNoAb=Y?0I#CNw?b=?{D(`CRqiU8jO_kiCI`J&EgZ044*?>T2qi6@fQ zq6D#YVMY%VUNm^PDyxaZoATr~4#`VgF>f@K9w$V&n5Ioc8WvXe8usW@kd@nhSS1_U z0n&9#289#FHfflo;~w_yc8~Y_=D~xoVu1j0l`aQz0wS9C9>_JzhyXA<4l(Dl zV;?u^O(7C8N`1Ksn0DL;>Zdvs0Db%!%@6so-NNh!byFvpe*nOG@b(S{8tMA8Nt&~j z1etk#c(=<)!QsF*g|hK11hOvLX_E)CCRFv37|5xO(a!cVL2a72N`IlSa3HK53qfQ5 zy@-s)Fo_`i?ab{`_+xvc;kVIV(J7bk)0|TkYs8)MX-7N~Lo#tk9+N1qRd=KwW8-c- zVo`4#NW;4kfhrk)m}Z=AV|vznSr1B+l+@3}z$>gG^W<~#_U!OLd@OD~Q%622x9ZcM!_NPwW7@~^JH0w2 zd&99acCTV$niHk9@v*^i>T7xL*aybT`Zamj|G?WcenbA1SGgo>T(*Q`lN(X-7OF z#EJO~eV>?*hY59vwV_?u|2i6-DT#994c~yS_ofv#Wzo5tTC8>7%vDf^}*f zvfYtHX&j;u;|b0*1g9F5nxb*;X=QM9izfN2HH_LgUE&SylUuP}(+mON;8iT3^z_m6 zhHs&U49}X(7vT9J)lLmk+&|Fyn?3E!_vZ&^o2&cIxbeBznb%f%S?-3y^Zj-3zXF_G zzHGNhzw%(nQ|XHBzZ&Kj-vbkJ@rv;;&v96^ANDkZeI56R84h62>k%5>FX-V`Vjm~Q z<$Jn+1LCyqnC$M}rQNcEXiudFK!I3Vf7ZUTyoPKrcDRna6!)AM~kZV|yROGDlv>2-ewZwU^Q^S_~0&oJT)huJYFQnYq9 zDjFnZpG%g>i_N0duGF-0ajHH|qfx3jbsu6fAT8;Zl9m=R&VcteY_#4xbrBjQ22wC5 zI444Ba{nf2(3DIYn4ew-$*$y$T_y0iv@MxqIj! zhV{5~se)f42AobiU zcTYS4&ww9@%j7cinZGw)H00D`_ZYv|Us&a=d!!CLaH*x1t~AXs?`J%APPwI?*{iMizO~KEioJ5FeiIbAv}AwBRpnOz4V$D?G)ks zJ6tFma;#I66Zln4H)hVzIMz{g(NUz+0qZ3GsNZAITHQr&9w!qbhk?gZsB1l2*B*wR7RzcIz~I!RrD&u%%Lq>oI?( zRC*iad-btXx?=Wn)lphC;Vc8=17iG2{>0{?^R(Eb24pA{mrSLUi;a(5JAch8X>qs9 ze6Zto00&y0zYBlS`y5eFa7YssL<=fP*jwbk)p0gmVfOLmdvMk1y$^{j+~F#{b@8*t z&%ko`3uW62&5vGRKtite2OR<8rrH0zj6X>J$6Zsjr?VPPmuRC#zvPb%xjyiQNu9Ef3R;j}~*ItH?2A>tzrRr~*{g{19 zHmj~a`r(g0f0A$Cc}oUO%tjI0fvvj?o-@x>4M)YKRI+0AB1Mx__R3|GTeYrMa*NL| z(_X@fIOkEcMzHGSzV|#%b8cPVO|MOdO^;1g3pKktmOZ>CctQ=f081V`{+ULe|wtgC&vh=R;Ab{v84_#THo@%fXT+|^r%n0Vhn4sEOX z6JP$qUDyNrRoQxliZXL{cOG=-9o!m+)#|@7SSFa#E@T>*)(fQmBUBp(vbA8g>)B!) zP`di?Tb`k^E(`DYb*LpqFJ2NUht9-!#+HgMW5zuT-<>)LN~7KgTTqkrm{wUx`_v4DI^YE;pS6NKoL#@wxhnykaOz}G>ke;qoy&9O~g z29voR0c_CMc{5z1BA>QT>wBE?tKPRYqbzYus>{r@p{HJ;Tm; zrMV0i_kCXY`b+$6sBf~~+0Qw~&A6ajc>$$=9!uN$s>%H|Cgr!+VE(=hKjyCfAbGD|#8;*P& zGTT|>HFNb4xBmTFR`_1jl(W9$`oGz1Y z;20`z;uo6FFS+~s%}2PH9^f|!FFTM68=KdyHJ5lTk#5mLP0yi_`(ZDmkKuYpP;VQa zFXk<8@2!{pqmwRfPgh%EbMHLJZ|_dmlWAR@U$rY4bwV#GIM+?Sr`H!}gvMvotIgjK zo!>a|H=+{0cywFxn!Xh+t|yN2ao3>wc;R1A+C?)jZXdPLppQA%*L>MTam&;|ZcrV( z3oBbI;6QjCo+2LH-?oRc3-o$A^D5`vMKdX!5%UMhAr;pZ{|X+hlI$gJE1agQCbf$i zjDKcHW7+%8^`yPAhnCchbO8xGXKuRy_WS78vYjtLm?2!LB7|!G8(5e6jYy1^J5hhW)q)Wd8b50}=c5 zC3mA9g7wDBZ;R~XMdDPR$`xysmqk=iCpzW>w5B-&{Hcf?*G2pGryfOv_nyND?5#k$4 zpaIUM;T}*_W)|v!PcE>+I5!HK1E=Lf3oZJKxJWDbLo*>S8LSO{xnLKKWQtp4PeChC zJ-(brCb5XjP{TG&BF_)nsOBF7;*==BJWK>64g?U?;$n|UIOxuN0$I$VhGSsALxg~) z>{Zdl%MGuH^m6uv7)6mda4d(`^t3aud25EYk~c>PUUB49c%hWFWKTl2Q}3 zE83${&h^Jy)T1)%>%>{j0jD#ZWd_y6`0X_eM!z6>9~9307)%izy;&QV6B6a+@I(7`jpP2XuT^=8-hoWSpeCn^p@t8suNVjj#oxE(WqReOh z;2;ODW0*E!Q{ZAoFx%m!n4Sng)!#N^_y~t){+Gu5>F)&1{8LV0MTeStPFbr}^;8ni zLcZA@<$BYkTg84N+lUFU=tQD)x1F%Of(VB+^M7qbiGIn&Y?n;}UglWaWz|)ueKx7x z`KFBIf!u1-S{GthMP)d_e7`9=f{z%4UR$p>Ij~8?;**ypTrWJ!;@(dq7~@FFGcj}+}O%z~5Bu;a9*GO%z52Qg1o`NmJ? zg8s_nw4)I+<{z<4sdB6g2IX{^r{+&>M6xuDNJ`004C!8xO$0&3K=ZfS$E;yM;j*k0 zWO=5cCrCMx#MB8fhfAr#3FBItLoqb6)#kZ-4RkJ17O?Yc89QJtw7%J>hNy8OQ`2Ib z%UH6Ycur@^3E;LQ9DoKWdn0-eTN0Jd`&Z}kffUKHpk;w7}b&|-tZ^t z-C~tJcWV>dlwI}(+p}=_)k~A2WmwJUCowkTQ>tifR`$U=K}=&Zc?kre&plF$0(9}7 zn&!mA-%VjiswtzvWKX-_<`fleMm}lKk;mL#=Tf>>w=$TTC$-+LnDY6olWbWcmRzq8 zw`mFJ#SAJRv&k=zLdSlxQx^avR-}J5x^2jJ%;nsVt)L%rGFpZC{x0JLGYLYNr5PQ`4AJ%a!9%nn zIzjO*S00m8pH%S^Tja-g-7H)#2>*YcH{-*KpDKFYwIW5((wZ?#NlcZUEm$^6|FhIlL!Up-K$0mB=e%UbkM zT=OWW|NA5Hu56wWHL@si)aax$V|v%EqaDH%3@>kL(gV@n(v}BGQ6xFgk_}sJq0Lsx zlr=eG#P4Oum}sLIN3w>Be84P8C5|Zaz2A~FQ<=zuHA`hniX}zTAAU=U zF6&$qnpSx6qB+fGvJAa@-68noL4P%OU*{njrZMc;CJ+1{H2xhljKr`zl8QGGBx9ka zveG4vLA3G?4n>7z(K<~v_Q2t>IO)L6JP=e5+Tww{^fE0C8R1R;7m<{KGtxLrXV`X- zNFi6!HlVu{f#M*Gn%U3GC24=yVCHmV5;U=&Ff!sw@;)L1y!ko~^Ab=>G|9@zh_U@K zz&=Ftr8#Gywt-Pl2{&r5Y*QAm@!LpSeq2I zWOaZ*x(T#8LD%1izRW(UJyL>vbg-E+h93~{#-`bMS&buL1mXL<-x*|N%PEQEe+Y>~ z`YgGCC(A?#GJ+(N-8l2b>N5h5zA&=*u?l-P26T8j<9MpkCf^t^4M!3AF^tPQOT$Vg z9WaVCAe(B8qwgfuDdDek+)C z{6QPv*c#vK-E_O1%>uz7+?fGimiVuaOzi#UT8!(*quz=63*o_(t3~%L z#N$8pKD^fHq}26V(q581AN};d_2bCCOvvWD0LA7qflPCaXwSwa`$5k!V;kY__biC1 zX;sg%W9w7ljcHnd`n)6XWMaMs`zMFOW|<4{ux7y}_$P){_(3h>ScvZ++g$}~Ey+{3 za?fQzcOc9l)u6>-_10rRaA3Ct<=?lUw;uv2!Yi<>DMq^*S^sXfBgqQ0orN8U%JE}W znTQ1-Uv~exr;SyU;l>xRh;IvL+}9ETmK=2?JK>OlmVwf#RK9dOYGSi_`xXa+>YCQ% zF*~+B=}`2|@n{>jo+P7B`h}rvlK+Z4!||VFiT@t3@&Di{{y#vA{~M0+Kac)n#s36l z{MWPp&#eC`ga0o6KjJq2<9Yrcva+(gG@`O_@Xh^jaeoGsbCUQeFO-aaRS zN(j>0eE6rXp4*Z$OpMRhC`3V)P{G_8>r(QAoHqJB%keuFM21=p;#Qs8WgY_@~73l|jhQ4E9rlDWoo_vhN$gi)X1_k>hi>q{}M2j{}|YGRACMf3N~5k$KxxC1FH@#z;P!fCy!TR$>=` z3ZqrgD4=hX05pFSBC9AvA7{9iC8P$0(CZ8^FnHy5Xk4Wf-VHPIc03k(bHtKs%|=1&1xQ;-c^ zb}^-X5!mLSdevpB)_dMrq0U4C7lxB8vDXmOMC_dA6kqXt$4-D^?aPuBzJuDoGaKc< z8)XKj&lv#o%Aiqsvcs;cKcSn`lxb$z6ty5HUl#Ec#q#H(W_^;7xFgzotAT?|b~B)? z&?S`SCgjUb4lx9_hpKpEH~yZ?e@$UH9{9460EOAMgO@M*T{2m^6t%l&+DFM8?sS!m zrI$LP-cs5|StyWo$6~<(-+jG8k3Z&wIFp+o)C4_f8-DuUdjY0}^O1;nD zFy7z-Y3RAb?xjL7tnvwRQ>(?j-*|@%v$%drf~?b4`0HSLeQL7{ad2bA_$OZ4_jZ=f zfc!_w%8Yajxzq;!E$p<64m_f>p;o z@C$J7kBT+~ycyoX6#^K9`JU_2wTC$`$#-7;-?4AzUZj*N>-ImSq$m2|$_rinW8UI2 z1M~8ssYw!$t5sMKN}FR|=46&FU}y528?}N274OTF$n1Wb`{Fvy3}T|qIRL~hknP$M z4!Hy(6ArSCA%6zWG{<}Y7XVp6roSqZ0%R-uAy|mwdfHGiab=*fr<=8M>+Mw zO{1%`n+fTT2E7}>yXzrWvyeyPEeEiYhEOubZvsk7@)+p97WGOCVG+&LAD>@D0-N7 z@U=W1r(45IaaMb%4OU|<^shHfM)`aCnf^f!(aZD{9ikmL<+W%%KtIxKz83xOF-{q$ z(C-lVCGjl zI`3XD$RFS-5)}_5`gwTMnfH8xz5Ma!9FOzulKXfI={=(IJU|+}^d|ZPZHFZRia4A$cQt;zL$VLbx;9+p$GWZ83oWtvY z_i-9GqgAf5owoCre1^|JzZdbde40PyR8a-4xuG}tl*-3Z^C^GBFJi`5z=a2})=~Hk zf1$&CB`*VohiN}(bV8PIhXjVxH<0%IfLG{#*pFNIGQbOf{d_-vbe`LtT#%9?`JAZa zfp{#SjQ&j@@J~3ezo1ImQ`k+=a362wgZu`!!4AF*$!%c=G$WQT=R$2Yy{g7P$j|em z{1Wd4I25ESFgoENIMDU|Jd8$fVCVh$Te0ii@k@9TR!QC&zT4rqV$YkSD^@AL!-J9r zxyD7ta27|>86a#S>~kdS=t_l)0P`?jVhJR>A8f0t*Q6?J(fu3vpgVg97GdkxK-MC z2XuHT8Z@iM?J8ljiWo@7Zh6q1 zk?h3i_mSrS{O1f!<>7-Wv2)cA;f@m z%sZ17D9ufwOQ4|})y)+Hzh6e=fzYFw&~F*RZGhbk2FP2?1Y0HXWaoWnM?A5}3$jNn zCBqB%X_3@EsROwA)CjrGOW=cCU!qSVZiL5`0j=<%oJnA=WzY-@b|kfW3hZE@($`4E zC(s2y`*A)dqTzLI;Uhf2_)dErr7cQjg%Q3#=KVeiB zK%Vj6`FgLl@Yyhr9os1*{R{AyJdp=sH_u14-BEfd(t=3q~6RfP=&pXw;GgVx^{MYvQYkT=EYj**ubuxAjhmH;fA0U@q<`!O9q;B_g zSl~#-UHNfTem6jyr=^nvuLERW1&|}*(ZIT;ccI5Or&FZED%=NI^*!>NVk+!g4t*xS z2_T+*h))0-VJAld()lp|(+kqVj^`7wr#XlaWUp8e>YYbQ=}5#MDUd|@6+yyA+RF?* zdJ|Sk-d;BWcS73i+*fh`F}fM>7|j4hvABigjdcp6+-Td1w?$}6gw6Swjv)FD=V(~t z7!{o_fG2*IW9U8l4xUm37xSe&lSWCzS<^)*H^Q&Fg*Wqc7<(Dw!WTq5e0yJ9>w9u2 z1a>P4H+~{~og{cCnG(R8-IUkaD-u{IEhs$Sv4C)8gX*EVZ-NIawRJd$1m1yOcI9PB z*vgNHXc2`7qKu9q7W_m-6^9`UAArvPt05NL)uT#B#wj6N$@jIK>B9TP^4>cqG6q1$upHKHbR!F(SH`s zWDU+>IOg_O-ya(>dOf6L1cxCC9>ntj8a#y(F_4!7=D|C5(ns(^-=_Cb9|_rs-sk9-tTLMVv2m7kihwx(xkm;hU5x zUt8W{^45~KfG4`Wp8w3pIYVi`6Kf5idam<)Mdy`V16#ThP|qp2vFg>WvYb9ac_h4t zcyJ<p%+bJuMo6fdKhQmtVc1B!1b6-@J1=#>zFqbd)MVe!w(W5Aa zOK2i|m;O`)F8rQ<AfhzhDAC1pbFNDOk^6@M-Y8mTT#8ItM5RPvR({8{VtFF?rG+7DRcD!F0jb zxeLC^b&YxDb0b!gUm7*QpK;=E@WcEkeoFL#ob2+Xu)QU~L%f~;!T%8K0lp8O?o0fL zieu&1-3uPnnz8qP!D_1S#F@A}w_xm##>ezCT1MjpzsIdV8`>5Li?tdW9!c4_0oQ_h`DIYXt;1kL zBt!#utGi>E@p`8v->vMm@A28(TG3zW!dr;YTjlSZ>ck3^7a!_{Fi;tRo&TxRqWiw2 zK8%)&-5k;~`_8WCmsp=ApU?jVo_^1Z_-dTqE;SN?9^%lxJc?fDL`A6wdwYKg{=MfH zU~Yg+%iqrBZZ*u`2T{u;*s{6MoK-l(T`7mueyp(X6IFdBtem&r__P~T8C549z2KMT z^YYf@Dmvz36Al~%_I7(lQ(@7VvE#;1D86*!q{$^y zrcR^jGiH{R&ze2wvWv~~zkIa+-LU^RZo3M~rkA?%M&&w3=8PCVEc=ong9i=F8jzXc z=-)3rEj6XDy^qbBoRru*AwDiPCORszS46laEHorIC@{e6?`P6A!IV*CA5&pXEhM^Bfhr>nCkTdYoUW@cE6>{j>T zLc6t@XH6+X`Hn(+xz&A2l_#q5MpX_$*=EB4Yf)@Xq1DY5)*|getMC|!jOde5Cc5Bzx1g)Vc_6nfSM>tZS=Hrsd_B z17k(Xn2LrmSb9B}SUk;&)x_HJGB>Zql2*ABxhv29s_jLxrs7JgJHS5LUej=81&$`Z z!A(=Ivo*!XyIPFn6klX*C@r(w+<6K1^2);Ajgiza^}5}0E^A!(mduPsOSp%zjiF)Q zLU2geLUm`GDyijm>j8X3SIFT#d z0Ru&DEav;%WBcDYMF~ zMGX~R-WHd3d-Jpp?`-py+`S6Qv;^TTi3ClxLMZ2Sc9t(?!EQYT|NN9t&u{iOLn>7b zTgSL972`Z`}@dl@7>4?ZqPumo+^q+cP|;A?Y}C)QTP^m67A;jvZKy4(@SSM0(Yh|dJ!XA5Hc`VlkXAvX8|{4C zltvfdHf>f}iv=e7w$idDI7S5(qstrnqOGjO3ahJXg{+m8^2I7&sF)$>O~S1DC$zYT z>Q$?*D%5*bGn1+_`|6mgnuVv%;#nwFE#$)0S=Fq2T3o)~I_k`xx_VFVbZ>7nS}d}q zmE=$Is?qaEt5Hx|)>R&qk|~3M7B}17*V|Xx8ZpRyjr}@RXmDF$ThPm0)w{f*!3wZr z{;C;eo)qkN^K6-_e`>;X)e+_Z;eLD zNb`WQc7tl)q3t6#unqVYP}a1frWG}YI$E_w0`AJNVoDcx^Ws zK%s5Y){zZ!U+&H4dh-p)`y=1z&F|3GHH}OT%MZXiLM5aIP+)J{o5oHa+@cD@oT{+R zSF>$5YLfHgwC$j3JE+))-G=&YsNaVAZK{47v6{-(&pVa3u)QfP+FOG{ zexO#a&45pwtd)85nc9q|!N~{mE41mD`Wcn(&`ObRQ0ZKiPF881YOPb{t5x}GRnAl8 zJa1X1SzXd(m4?Ywo2pHteyEwEO;CA>Rs`QQS(}V^nNQNjt9+t1R^^wXJ{EZ~`b8k0 zpsDZT+IYMdA|Ho$nUB@RG!-Tf%&*1!T(k+SC+iDALm_A?1e0XV2H+0hN2+En(mLRq zKuz^ztq@QE$k*~Q!i70pXmOFIxd3^9QQ9c9J&Hw!o!I2Tw4d=U5y&`f!r7FUqS6M5QXF*!mjE{a4|v=9C}HlSgtHIk>H})CkmjjU7}8{|Pm>4;YX*NgCoDe?e4h+Nqqqay zyaRl@Lz)sHl{ieLS>Ez`l-84P#0KCqKtHVo&<~IXNC)%**Z@`lPEJ5;0Ne?< z1F#;j4yP0OjN^bq%+0o6{5lwNYT;o1tP-D@%a{^(;N!n zpH;d`rPrv`rP3Hz{G5;zb3$I76LR02kbCBYl+6j5G$&-toRF+JA0p)iQE4L2Yzm=({XCm&W@rGX?XlgM zeA3peb5ruowq`T3n>=r`J=sWE`CRfq+rs1wPfe;P>uY;n#|$)`pCW&DxH9}-^PlVQ z@*m+pz(3PJ-9OFW?w{-*X^t>k%%SFBbD-I5_A~2df#5x|**NZU$Vf8M&muEFU8cG! zTjbYz6?Dowkj;W7kh_;wEQ+U%=3;kS6&263x__8vZ{|RF6(;*=c1ILbap~w-_b^9s zv%fLbJ={_34k(#j*2sKkIo{mjHr(2!WzB5Jsp=R58w zr|1=Vv3U`r!bglL{Dq{#n>x-vv5u}Upd`_~rFdGI`^m&|_h4Bt63dIhIqC1Wh~Z*r zQDKW1CbROgmcV*3ylASd53DaNKi`k6s4r|Go6J-{vdVsB?a?nu43qs*WajCYr1~Xw z>(`iTD=KWX*?fI+RiE7MeHM1_vrzR}=l&-pQc@4GG}GvEc;_nLErJ3ez!mV*Mn_v} zM=5C@X^UNx(5e$ZPC*D(f)V(J0A*8VerCRGf|kjqP#F_@n_}0Dv?a9iAK0 zDYoc}Li}60)LZzC|CY*U+2uQykHsrbBd!`{>khv$4+DW^AWWI;|zPzhn$D7Gu$qwSw|95<3McPXu)m2^FAQ2!_6DE*B-WK9H$QZZfIMG2Iv z{BdYe*!|MM}NlH z!}J&WjD7@{G!Enl@WRS=p32jBIjGph-*UT%#`z5wSBWO^p61XF>ofJI+xK)tbu@K+ z+hG_x4Y%=R2YJ9ZnF7!x5|8l12=x&)8|X_CKxEmgl&Kdk;PI?gX@g!*cm_DbkaOU5G7a9j} zJSa|9=T-o^CxY^saG4eWYWPa_ zu~WFk-vDRCf3#FY0fV(6h%zd$n_IQpu%COiW7L<^esrFcg;d9^spe-w%QB34U8{8b_f#7Ou? z`yl0uDbjzNpUuxEBFW-kA?FbHiA-&#o~i}YGWnNMVwSi?RM2C*pU#SLkhB%rVX;HZ z)wb!I^-+8j@y3ffi4gvQ@+qH3;q2a}B{-o>?HOJEtu&d;+Bwr=5n|k`e{K@mJFtVf zEVS2o7N6o05e;sQ6nByx?-o9Vd^|MpZ;<>JxShlG9QQJ|j* zh37O)#0U7xy62eU%#*K=bxg9Hc1~<}PO|*qoM>rBkne1FN*pwBNVqLL#TIT`sM9&C z)^^TiqO)Yx+n`Th8J~zxOeXc)@nl!nk)V@7!t5VN7Vfny9@Fo2^$MZ*py;P9qd0I> z;?oGD{MmoM7?0bbgC|j}!}7yrr%s%(oH#*wd8aI=I6Ptm{tX%kv#9y`+54oXX{p(l z3>`8!Ix13Ash=ISs1kcqMND`^j7Sk#cKd+pG)L~J{xZ=wx6iW1$6Li?u|a(X46p~D zGv_)ooVooooiaWO6o1rS)ZbBm|69=*YHAj@xB@vaK>jb&z@q`J;t>iGFSvrO;RnLs z4F4$n+i+8OD@T(MFYGo$_nXBd&ki(Sjks*TxDU7acU9JI6wf4!He!%4=wf~ieVyh+6A zRXgQTov?gHSrboT{wQ0v-s{{SMcvAkh{_HdpTJG}4uNZL?5W8dr2jQ2E_87VCy_eg ziJ%RmQo1v8df(wCQ-;apyUD|ICP~ElpBXc?FHMWdLW^BF0Rhn*7oZKN5dmX(e8B90 zMFA^#Wx(y`+XJ@neF2a169LcBbNmXw7I1_=<9`PHz&{1V1O;$VGr#(*7Bq@x2Q+gN zh?;GFK1*ZmXm~U4YupdUoxZFcJUc;Iayv^dy9_t5qH7or^&b22_Br7R;c!h)krkH>_@g#|(CPh#I+nB)zd#k+P#h(LR*@jYqA>84C`zx)7{(~Z-V zX8cIez$oL#=X!?*gqlM|tMLJw%dp}d}(B#lQ5sS@9y(4G{-KrqC>G(chrN~`z~MX#BspS)6y$K3K%5J% zbIlS1EUB?^F>%pxQE`!RCcoYZi3v#w$qBk&T55V~ztsMzx?fOmU~oXNIoLng6_bFSR+{&*ZW(s1v?!@E9+BwSJ9 zNxkCoB9p>n^1@{jos<-j*QePy>vExx7TG%-NrDAQTo{s=&^)_L(jucnP(q?bqMw!& z5tNr1h$LE;5+mbma+0rIF(`yZ#w5#8$$28s5&vz_`QhXQOy(E*Pw-qDnN+L=U^nkEd@dO3)HdlZpI5^Dm zLV#Jw8WUJIlzkp$mu0aS3JDJ)bqeDn}5TT*F17m9AxsI#{Fkc?obwa15 z8LQ}0W>v$URo$L*Dr>5nP+L2`8Yn@pH&|PWN}vpVAy{0pm6pk`j?H)ToX5lQZnF7& zN@iUS8e!lDxDtPWwv-0#&*5{@b2KL9U}I$1>hlTX!zP;va+G>oWdL(ks$-KS*AVrN+QmD?_UWh!hIbq$; zji(~x+p55!S;g^$-`_!a$7Q!eDfsb~TWxYj&O|vr-wt{WSwOG^2sj4@rZb1&@=s%s z|3m_*4Z!XoL{9{wx*@<{)__ufz7UP^0%?lnBO2gMq6VUcxCR80(=bdI%S!kIt74_6 zh!uN)q}vCA8C^68OWL4V;)XzSZoQ`qX~c3284>*Q8@{YA{j|yDW*Fh&XYPCT;^!+t zuPmR@v*w|jX5W`#SR3n^ef>j^zPS+Jkndmk;3xB&8IJL|uGzY5>gw+x3j?>$yKr@9 zUa+{CeEJiCh(2q;XE? zZ$w2^FUJW1#|c~wDRAMp5(H^dgN`6wMT0?L<{#{H3^E4YYBOr%KQnW)K_FqsO(NS^qOoK$GrxUW6S|>ArF`a{`@kJ*C z;Yp`9wNAFfw5lon17;UA7-&0R?&}<>T`kQ$KrMhAJHj$X8g+Qev1|koMD1Ph?#9U> zuQxPVFNb!c@{!EYY_Q;BBJuT`Xzhl+9Kk5C06$Pup`Lpn!+nXo4=dtDt^9G|P!OMt zomG4Zdk1?Lyzl>A;3#$!91U1wSR#-J#*0(@v;DscZVT?i_JMtY&%mbv$DAMlc9xqs z3+np8e$=pYkkx7Yqb}fbg^q=Y;WaDjp8U;(<`MfCg=?xi)BB zZGo)Kr1$9@Nz*1WVDpK_lX-y46Y}7ml;H7*LcrIQMB`2@eGUxlQ;BpsnFushhwsq* z0e~s~Kp+Tk0iZHi#IRr>D8L~o*MMdV#vmyS2K|9JK>f4)eqXU2C&ai9Z^|ax;@Pat zW+(Z$osK7p#Xv9^Xm1N9G;A*jB^D&Q6B`pd6Q+cgNaYh6S8yfnNxYLdm^ci_s`y8m z7zlv{0KW(9Mdu+&zn{c$GEl{@*CbvcNP!H_;P>(e_`mTaFL%7$ty9U$G^7k(nHlu3 z9a-bI(gVAdbh^jG9P;W)f<_q_Ow^Fp=<3u7+nt6I4eDbMhF6)I(yM;3YZcw(Nt>Wf zr9ET(T;&9>SLr#)37)F+&D#*BgR6Tg5TqmEn@U-Sf*b&+)Y}OD^NWUFWFAIvJoH;s zPAQ=BZ7>0Jyp7a1Z>aK~pwAn6m_s`IwKSr^#Aj}vch@rbK2(n#hg#hPwR$Dg>I~@C zBpL@6zwF0f$AJw{J|B>Lq>a_J%$b64z;XdwENy605+qZZWHOxz#H^$~#hfF|W|9b4 zy@K9%r+K$q-~--h5cR`qE}*KxKp^VF0SAJ9p8(Yf_%J>lkHv!VXcVvFH$3kX;yy3# zhfPS@ZB{Fw1O6bWf{f#4P=+8gs3VLX1a?4lL44H(Xdzh!0_%qb z<0~VNI~VGT=igF-Z_x-upDI0ArALi`Q|rP=t4^>YB)+t^_F+TDI&}3Q`R~Ve(aKoY9=O>H_&3eX-M$y&rTD~cQ&@MO5S z?7<^gFvhu}3BNzz+FP*`u#F`1F}S zPHCNb&baf3{u|gUk4=5*hePjygG0+tT=h3^JNJjNqL-ifo$pUr^mBcCw6>RgYbXNa zW5*WrJYXZUStIUL$G!q`?XkzupCKzDS+4CJ6&#MO9zH;xPxN9*tPL#G&V9=Kc<8An zB5sa_O5}3>I`8*78T1dnPnLwlPcNmN#SRV8Ze^^4op#0%^{UtD#)s3b%we?eN^43?oQ7+wfF{1WQ(a#oaO zNeuggW&+rhxV>Vlf<^st)uN~nJQryVgdZ|Lv&9xrU2x@b%G(f`iP;rV&|DT6I(G{P z1VWHg7v4Qq97qTQBW77HcgoCw2g0R1;2B_zM8mfQiBmV(>%!1xF1CPXTXS?u^8Dl_ z$zO+`h;9YjY%c_#PwX=7q4$yd=>gMcG%JxUpw%?q)&*wR&J3OpW|=DHitQ3`nQ5u* zTKq=qjlt_fw*|L{UJUogBv2hbyxGPitHYl?7nF=Jr~-QC0v5^$69p_1PKc3{Y#r!y z+YlIN_~{?2fExN||Nb?v9=CGh=O5m8--qZyeo}k)wV^Lx-ZgaiwI}p|b%Gu>?SAx6 ze|i)?P}B;gGZk8919rGywL*vztHVdN3~anE?vH(tI2byp{x$Yl!W3Y?n~LbPX@e<1D>_sC&VY< z+(?{bU9#W<7(qK_zuN^FJZr;lW!03~)<;tQ|8T1jo3ljET^|CgLobE!kT)Z!aU|sR zao~!F;;Z9CTu$#ABWGxB(*||3n|8zqP2s-*6#75`8zE4Kkx_y|?WrIvt)L)uB-*6v ziImZWtw%A)Xs|*a%e4}(!qxKtH_y6pYUBMoUjF@43-_ES!f^A_$9C@-ItFZe{*!R{ zk(K-=WBblHM{u+0iAw;Z}9hFBhYLp*DbUdnu@a_>+=EtZqi5n1e-$z&f?)vM0 zcg_9>^!~E<*FNz6`wy&rpZw(5RR~*tx%>Kq*M0xM4ZFdIh9so2Me;2Wfd&B=mkfL8@y@~<@KQ^Gc&7{iO>@&Tk^%z(N zEvO3qqPfFL36$0gpj+4}?1fN73bNYp^cWSLHaLg`FgT$51h~M60t}u2GMgoVf{?Jq zCxn7{b@=m9s0Z*@l}=F1QO(56y55?}#;<=R{pHsezI__+WIRmsmn+{NIsja|-v-v% z@_TF6?DK+09(#R4&Ly)f(>fdY-q;F}+PHEThcG5_oc0F+GVltW|*)g--NY*mMTs@k73~^oHkW~rg;I>+-Ne4#VRQ^ zfMJ{>H#K@F3vCTUUDT{?kfJNzy}D|y)f`z-6PJnah@>bNuH6RS#OlG(kxD1h(L*Sa z2g4o6m1+aJw>&Xit{jh>^~{E|A?sIANk3jPeUh&=Qz->CvI%-o!m=nGY>EnvUKa*&Q7*5C1X=wLhHfTrhMJkcav-R+OcIs}_*yrj%?3j8aN-arU)wn3TD0hS7rc_Vv z&Qx#ik<`7p4XO3H?Lj9_BQ#j31BAt7qAg(@3#MB<3gcFwESjnJ(cJ zpg=O90L5x$EbA?sEQHH4!?M7#(X!WKvUm$kYHwt9WPM~)gxnd~8#x#`93dlezTx5% zlvPIy7-tMZVW1tR@&JO=vL1Dwh!~ZVT;&eTH+%&14j^U^pC}pAB8=GV|m$-%r>b+-<9ed`zReSEb>$ktX>#jZc?uT^5*fw)w=E5Z8r54 zz5mU(*4+QrThJC}L0h;A+CmXrtu?Om9#e1} z-~5{See(gY*-Nu-9k*RVNWg{p9zk$>!fYz56Q0cc=1eBr98NJ-1MeNcG2h~FSS?}3 z;IFpW{5pRvwxWKdkZmaxT3fwP^b?P1wsDxMwCrr& z+l)6?!C(72rd&LN`pA|T-J32Z|L%lmxMJmfM5H?!V6 z1_K=3AQ`XEWTs+16O8V>X1`&QDCIkK6F2HSsNp01iajJ4>}M{hARS=!JnwOiI%>KG zk2Rkv=mh7Tvu57H+vZ;ggOAYA-;n#b@JH9qKP|g-fgT6xsi0a<{iu&0rFVN zZkb~;h3%4GUMoT#OT3C#!TrzsDTm#PJ_)=)|7OpFnv*0=ia0|6f*d$^g#mhqrNY== z59!NC2T#fi9>+Oo9%7`xe`D98z5w{@n^u6c(EF}=^l0y_FHt(h#D4I>(79j#V+>M3 zE`xAs%h1h4QGaIv>`^Vvpsf|0A?CT}`XRgXFL(7~y`UHGCDyu})9HKYN9hgz?S7M= z_HBnI?uXWFve8xW%=07}wi$0&bJ{5HOj+T0r?e)BLF&FhV{x1yf+4#@2?S=4fRuyV zK|lB%HuC0C!V5V>BWVg_aj=X>evICI?Q7lg7cE)c7}5>@&dZ^d?}Tz)1FgJ(SGQp)sK%0`oT|cF zu{y;27aNyf99>-4AZ&9kqHEJ~Zg2+GKrde-Sl)38tAGjTLN zC6$^VOQqtma3&UwMWad~FBA&-h`@8af<*-M9T$8dDwrZ5T=M(Hl8=g)GPzP?V(M~Q5Lyv2Y3X12Q#>&?r1sKpon^iXYk#{@%dJN3Zq)0|Lb7a}?wku&nSQWqm9w58^P%38-RD} zxe&^}G2QHBIy*;Tksm(T=Z)sk`SU&(o97Wc!dlH=OwKC?PWE6ZfJu+0*^cuX7MzrM8%@iqqj}mF#srJ6f=ko7tvC>H zTs%|-k6x^&=?JUlrV4u^u_SX;9(m}7EyZgMu4YtDw-CTnQ$ z(gR(fYjU}(ODl&Pvs5tN)R+wTDPV4B*GkxAszD{Zs>MQ>+uPb=G12O9DsD*&6`G}9 z375W(2ZBl>j{5Q5I3E9c0+vg#*hgLp|DOSP9_y~R-q(Q9@%OqO}1EyOoV`mlCAC#NSYc# zz+?9!mH}x7(`oEuVwDP{8@{@woo2Ol% z)u_=c*$ivr$VG)0^^BSx#U3Xp5!ToOJ+VKAshn)2pDtN?+CsH>&A54OQ>GwIeRz7V z>9W%%>&+Q0jhXRX`tZkkR$Olq3uj$3Y4YSrrL!-n^&@S@AJk?}y0rGL-oCeMb|7_$ z(K#NBKrLSiwR|?z@*-HJwZBKbN8`JwT{Qj}y_wof6Fuf$Grq`t34Mu=c-Z#@h2I$J z16y#yA6gv3F+k#Y5ZbH3X~mF;i<4zh^vGfEWKL_iBq!zs&dGJJWN=yri!m|$Bx36* zOg4yZYpF`0wT62hnP3Q}1nz4%@#jN71 zG!Lgz8k|OHa85V1liEuiqz+RistP{t^FRn1iCds^8?04&P{=THE=&(HZKFY^1R1C> zd}IqFI0g6i;g6xm{kYE&WP``!$qI6#$gDM+gtov0RIn($$-9DOn*a;i3JWtTSahf+ z02!ZIuyODrEF^(-PY_VS3oZf8*rjo>VYNcCMxz2JT%k^o#!fn*H5Z`V?MQxRY?iBY zXz=A-Ltg-H*UNyP_0jtEAE5`>_|ni}!0vnrutSIc^XGp)@W{^&9zdD%p__H>8VTH;s^Zfv-^$@U8MlJx`g2bK>LAG92z{$izNB17D0 zzLQu-JWWuNUpHAf8<1sxAS@YP%Es+J!6ls*&epvVaHO)XlISl%O?75fn>D3^HKZ8} zm10y}b-z5dLrZgKyvc8k-(V+M7|_ z(FmoUhQS0tQg0dl({qW)sLXYVqtvcg4`YBE7gk1X6r?0)~zpfdoz4+0cZ|Wx1 zJtn38$h$vXw{PFN2lo*R*Ug*1eDBr$L&IB#C}dA)i;FDjgy_n9_rA0G-govIr@_bz zi0dFSh?;Pd6J#titc$tpx!br0s7H9S-w63byX#EfCvL}|g~V9XEOi2(j-eSdlGCHf zWGos^+nj>_RV*g61MryOWUSFx2}@JfG6R7V@^(bueO8zGuo*Xd8!3r=3-Z#{&<}WB-SzKJYp?GuY zw&HE2Cxp#{_3l!C2tSujry}tdZG30m>v1{FqP+vlw>C$}rZ$(;PFOL5l}qEttE}2( zt%AZ9LTLg`Rq%l3kGH8RRx;1(P-g@e1iOPo&^x(hW~7u7RShAk1hG?_+noX_c~X~| zpyF25c40lok1{;^A*9N*BOpD<)Qo+vT5S+RGOoa)#@0`UxjRNFoW4iW!5QbnitQ6Q z#UJBi?g?TDEBQJ?pk09lHxYKFvL}SOJrl-{3v@!i=Ph*>Lv0~UIE~e57jnWzQ9rY) z`@<3GZz&0RtN(@JPcZlJ=h*2m93#7#!zgZ6-m=dHSHdTDa=EgMh2c){DRzrKPN9S90I*&SKe z{rLKG&l`IE*0cAmd6q~Apr)=4dL_9tQS3+;I+K1E?}^-W#*$xN8Wx=1;4@Ht#imem z`G(V{XR}KFiq54gP=sCK zHQVoPl$!=-gdiliS`%rKG}B?g2o{lbF)SyTWP7R#9@E%hDH=7G0Kh1_D%*rx$tw7@ zCS)?SMTx7gVSdK1_?P*2`c2SV{H3oE1qD!v2K1Et5q;}IKWS1MG&a?c2Au@hC>QVb zS#372C4^ah_7G;|;`Ob~3K+3)RycV(BVIT$H!q2h8t&GCxOi>Ptk>EF2jg)l|Lj@w ztbUH@VI&Mo^at<6L4PmViiXx03x5o|J%> zc3E@;wr6R(-9m?5#-^LiH@&{;mQYc@5sQN8WF;C^m2d(`EK1^Grs{r?5GniXgWY?TvI zt{hKNrWjAMA&jF0W91DqIcv_?u2SZ~R%;oNMu*E{wa*Tl|92G;)qe1|{@aS15xBSgCbx02{cc zc|x%&HpQ+u6sO`+Aj>a-A~%k|48NScQn)g*5l(uF=d=)rcr47sS(skp)!|RKpayg^ zpZ24Ml|f<>9hif0WF3TKI_q#SY}m?jhKq%35dvcpY8FBdRVZpcPEiCNw&1`>pp`vF z25tIi0*%E1P&ihMopX#RL6q*twr$(CZQHhO+xFbCZQHhI?%4LsyKn#4>}InsFFBR2 z>P}UK`(Ix~76}U1HL^!feSe)uP`LY zm6hyMg_G0S)#&x_RC&CE!fytInj-O@1mdwA-T?a!@6*)dGl>*rs(XMB49iXhyi3v7 z2hCt0Nj0=j6rya5iCWaq(BE%`RY{}HR!U0J?KT8?N%{7wH#W=Y>`@0WeZn1L+Y~=y z+=MU^FWz3ry=Y_>$!NSqVzPUbOcdlBB2APzf;j~9Qt0%D3fjR6m)I$r&sHe>)JGE3PM z6?@48X}C%gb<~lAdgUFweNRy^iz&9an#7iqplZ@3Pt9mj14M{Hp_jqIk(1*jH$@~8 z_W=DtjS<+J`Rzp-9qaS)BMZE^lLM@wlY6SSk`o3>^hg08QGzuHQe>$r7IcLb^{esA zo#us5f3dm)<}=oA{kntXLaieb_uW5{p{S+aG8|@EhJ&*7LGcaC7};D}6)_(_1Av*B z7t1{1CZ%fkUSP4&;&6r08D-m?Np`CncZqUl0IXIY?^++=({vi%aqJ4V8m3&| z*O13jC1t1C#(Ow8EptbRcK%6emPwp)QT;2GnFL6~5HxGFsi)37{)-rnm#ABn>O9#( zCm)bhY1P+Vf4t_5Qeb&QBAk)-e>MRyjEB+>gsz>x3LD&fD2J~`=Ht5VKAT$z*@h2v z5_4w``B0X^2hjto+U;7nofOxo_fb!5Z)~4u#sL z43~XsQOn;~A%+;CEKmU~X51Zd%E~CmJRCyFR57xAp6)CHB&O05Z-g4xQw0WfT+sy1%PW`K}T0^m7ib{2Yh zkhct8`X+`WDGTuJSUqcDmm|4aa5KdFbsL4qz>kab1Tz6c50@QV z0^_-KA~RWH<}QjMg{Xsf2jiImz!n91U61fg6MS)2Fw|7qn>Y;hiDIMc_#OeR%D+NN zs^DKA5taX794i@opU(8oLb@_(zd};fAR2D&f6IXFPFvi`jY8QQ2i@V3K}a$q^&Z(W;);UzBd2EMlidRMaC+d2e|TfLIdE`=w`V)fk0cAwPVPa&2sPz zhjwwhjUEuvb(a7K^b^AQ0l|fX(_6zADVOtdK;&pQU;PEB+X1~Z!p+G&bKWkM_g>@V z7|LDkS+D`{a0dXV_jsE&-(xre<)w45d{QYMkmYOd7^`59i%|?bf*l;*&Q=Uo|KQr{ zYWaA>0UHU4@AKIXN^6go=h?a9?DaSv%lF|Z_(jvXH}R0(76ubOL%Vt&c=gS(IT$R( z_ZRWw5xA~t(5300v27&12=oS$cMzwlw9%yzRGE3>h+)MRNd;&(ilIKa_&aGk^kRh< z7S37PRGi&++I_sK;n?Za=>UB%G$xoMxZRM`u&s~N=E&y!>OALo-CnEq(xAC}7EyRS z8P|yu)haHFaYN$ZgyK*RO)SsGz3w5poOG#q5a~U8;N|7iLEEuw`*w$Df)HuPpDn%x z5ftY_z7@GM4MlqAGKw`h69C-1 zXTF{uB<3}Z3wNciM;+~|0A=$p=H!r-4=Q+De9xAU*!XLJ9|`qY{}kiFc&-l&N0OeV>ws{Oy@>WO4vMMrT_g)D`5%7 za=PV!98Q+H|LV*+*Y?h={h%oXP0z3$-Sr3`ZInlwJrFT)7qEN?W3!XLB73~n7591m z4|o@on>C>WfOCITyI3gAbR{*7(TBril>YH zeS`2LaojjAF`)Sa3J}>}1Ux*MT--Rtx7dW=Ab6Y8tC>)J=xgzO&ZiDeU$!T0mP&R$ z_8WU0`<;m1K>SA_Oe`t6@bERlFN9wB5WXHAR2uAZDU`Q+cxzLcix&SCXXn-BUhJpP6dt{LC6;faeFv&0`2(0sB zP=K33Lv*2uc>;ibdJ4$0DU~C8B6gbm{?IdnQJzxtra0G4oBlrS>EC(|Q^!fC2lXkc zDOEM<>hSfDb)BXf1MrQ^t)}a#>pdr3H({GG3oBm^%1{sHWGRYx5bdte+#0aZxKt&u!D#oO1xen#b{#a(%n%kk-eejy% z$W{godz2CD%m&NM0DUUSGCd4&ipes~G{87ylgmC|&uMnr9UVqn@9=N_$>h1%kQ%@# zJC>O?LoWS*{)rhQApKUFIwFjJU4P-RGD!B2+uMo-Kx@GDO)EsJNIiE@O+Z23oijN^ zsg1-y3M^$tBOz#$i~|L>5`(EQ)PFsBt+V3^(aM&H@Aud(Y`_y_E4z73fRhnv08XJ@ z05gCCzzu4Jcx4l`2eT0vq${(jUC?lbKBGyCNFP-i4k<^CybgXKFYG`NWR0+mHb6~i zV@cFk0!go(?4}(|$8Q8e)-Mqg9|}x?Og;Q}KPRe!5%q1!*fayIWjHVkt^bY!@ER%v z5yZ=gfs_J-49FJLpc`+gFbgN=7{Hr=V-kT3JHjMn<2?9VA7JzgBAJPE$KZGMu7Ta_M zY7kn6_K*pR=F5z}lqaNU*Md&dM!iA%{yqo}?0c>(k&Z z(u?$^!)ZwYq{C>$1KfsuAOdCPxu96<$G2V$+FXIMrZ0grukD6AMV0_L0hU!LOeL)g;z1u(^W&6gW+_Yoj{iV0Dp#K6c#_vw?rZ^eRGKdhs|eyJA{Vs;CH zl?1JH73=VxCKB7&UIZv4Aq%PmeJCLx5W#sHE#&{O1|F8eSV~Hkuxo7wz-}#D^cM0K z^i3?-Od{lkZTKHVv)Eq_AeImaZtfe7}h%&Tc4jJE^k}@ zE+*M82bx!}&8_O!6brgyVi1G6;_*5&2vPL%5a*9#QOwh%5^+l=()-Vvl{A+^{XLfY zI~TTYZR5=$7D?bAfIr{w%_pCmbim(IQ(-S81zI2*-K`jJCTI0DI%jFH|D)cqnf(T^ z9I_}H|AyI^iuUe|`G9{mM};z!L~kYap7$qEU9q9OG(JTQ1*Rz|Y!+5QYsd!cOh6_h zu=k``1y6N>Sy_Gufe>nQQY)nf<;=bN>1liL5?XjSjEf@CtwfBP{mBY13llQPv>E@4 zb&Mqr#6QKlFi%l~fx;<;m@u9wMe?tO8fgKnRylwH#z&B4R!8iE8USw3^M;UlbB17+ zzq#pKc4mfyy$JD$K=2)dm$U!8*i7<(^BEfT~nWRWW%)0~hM+ zqwiPv8PLU{Bogix?4Y@qrY_Y|fX_x;Vi$E>1mK`rp)TX>mY97!Z2)NOI>rMw;2G-@ zVQQGB!90)ZxP3zKruv{*=KViDZbz(>c3@lVc(65M$I8k*uud!bzsusX-%=(S!g!Of zR>P!w8tK^{5YyVrFy{a*AE;?bT<{Y_W$KkkM><(2NLFyc=a_4S6pC1;48yL%`X8Ta zthxu3w6f}1VSKvwkxC|GhrbSZuvLKFe98-HiP;ha!s6piyL8`xVaq1h^Zumx%9;9M zEDY5iim;9CAPOqQF^})mdKZ)1^^?n6WA#ZZTjMNcEI1{?9YI-DJX*JNbsb6c)8(t> zJ#d~CP>N+m5n7(I>QBGRz%ZBEOlbjLOAR6lQ(#pk5G@db*no}Y5Kk`PtZ&p^_XQ*H z1`+3e{4B~F7PwMi9-0=h#TF6$jIhhzML6jZh~;qBx`2LI1)yVO2D}LIAOf;645ATk zR2H&;ryyAHaS_0@nrH5;OZ6lvpp<@=1}LuIbbr=Fq!wl7RF+4m;v%I?&Afylov}0aghZ1 zOQeC40G!~8Tubf>d^?wT9pVanC<~UYQG;y~V*XUL>Em#i156NplRQz+fDB3sHc1$c z7Tqg|m)k;Bu2_rCsNgJuX`yZs;PqGR(@$7%BXTJAB_oh6D-IctTU{4G=1V3F>K?_z# z){jJtiYnxf&O7hh1l8gN+W?s)WpnyLGDXPdM*>R1moq_|j8tins-a&RkK|}kD_)g) zf@-0Ph)|@0Oe`u;s3R6}%GKdkpo1n_zcTU6Q`3|BWBs>MhJ#F0sg!O3S;{p~NJ?TQ zi-{ITSm40~;s9FyfJcZ#(F!WkBvPs}4J~k$?m`GPQHN+rP%bkR3b&A@B)M)CsUeD| zM2JceiA6l17)%B-w^M{VHCVZ~SEVQwnUpG1NBXP~Z%~FvlrXi*<>4hnj*k5Ah^JGg z3>|Tb3N>N!VncW&iv_#AA`mKo)dJ07; z7O=jGr6ym>s7f_hQke6)wJU;g*Fi*}EKvR92xVquRe?}UMO8X=>XR*_h#|Ei#fnq` z`|nn%d=Y0Abc9i)rXr9Eg7C4R*^oV130B8QJvrjzC|s}%1n~*wCLv-~06j_pMBwI; zar5IXBTzkf2~*U^fc~KSMd|26k&9FS>Y1G?B`VS;ur=g`GN5EI<;7st{S6{@fO-_k!mNaHg*p|M z7K#X%l}uQ;au5U%SIXt%$^eo#Y!?^Y#Bx=^B}vNOaFBwPelTBc7bLnLqL7tdMc z`vx6U5n!wb0GQKX&H)&D#%Wy?7$i;}1>ZXMIVFw%2*fDQPk*ln zkXvBA3v?iXpfR}*F@%=dAe7sdBis>6wv~3 z31b6m2V#N_LAv5Wu%WU5a%F(Jy6!?!XFD4l=5F=6Lp-LHG`b#tf zwuWTPqLcw8h%j*yloy;FGa{UI#MJ3?hVXl>+}60EXQpWC%wuBQv)c zia>;@NEk&gcS9c`o&$7ZFjs!OMA~T?xw%OafG`R&+9vYEJc;2y&m^5tONX8!Lh&$) zK^iiDq9F{e#G)7gn<1ADl^PF2EhR;0Fw)cDR#6EfLD;O-qI&B4TJ1#X30v>*K*qmO?BeiTX(iSqW*G zAsj$$MTFcH2!|&aDJdgVWzZ7zLjFce&z(^sk&&7sO`KESLl!Wy0ZO1DXD10X{Ie)6 z8HP~y6!DR|n&Wk{hP?2hv!_IB{UW?J+qlSUprcQGktiAV!6ToaEvIiuP@Q6sI?6@f+DRA^^$Z1i-?#m?8#>K zq>Y$(!okl&L&Ty>uK>$XiIjTnhd5~?X|;YYY$!%D{^&EYrXs71O0F)!J(h~E(t%c)tb`V zI8nE-K+0v1qwB5bqZ+EuB73$u>uSstU;UNKKk3;ZrN>)qN3AP2{IIVx0qZvJwzD8~ zA9q{LPkHn62J3yv%#N?Ka$Db9lgUDh%uP#v8_z96g=oXo%NyTSM)LKy>XNa0hxwND zE=(UzkCDHaXP@K(oX%*CFFIJOgs0EA;a%QCjb7Jpj@s(`UuQ(K$#1}F(*S#?hxO%ds8vjJv>RX;dv(@LUh?Z)-b~0u%|<0jx{`*nO0t7z93PnhDpfF4 zY}3jKD!Mq;luG@p1|Nwrbn6_k4rmJ`KxHsM6ejS_(g^8hW@sFJ*ofa4Bu9(47RbNtPQFc$xFkow59lO~?|7^_YY*d%WAya4 zekC1#T{Jbp57XQ4t;{r~aNeGB$5PXBogdvd>nVFhjIW>SK&53W`JBmn2g8x8aZ9aX zFRaY|>BprzianNcV=cyIF8YKrcatA2J?wm`~uTR0ddZI2;6LVa@tU_C)Z|`wG;y=Z9yZ3BN)8o90nzD|! z>w53DTE8EM$ej<>)8IJM?gvXtT{3n$cP|Dkxy{G4MjvMPAmSczr*%$L*yXxUtQKn+ zp^LfN{JF{L4JRuVm%_%(PT>vn@A5{u^;>R6bDsC6f+rUOzUd$@BDdG@I&7 z@NXqmUG_(%9M7RC?RuUy-XzRiblg-ZZ=9O z{kWw%eJC`muJ0dv|6U~UG$AvW(r+M6=rS%)vNGPf3q~9BJAS&z>lMp!s4y_lhvR(e z*8ldZVFsd$>AN`F=yrS_R|OSto8r~gcBOaAa69b}<>IoTN&@ElaaU>>TQA)T4qPYF zRw-XbB^SZztdl14jl}dzhFjlgiFNp2v2bW{@VY9QSzl^f!)fs2A@ufj z+IOi-8z1f2<2GgWFkc1TW^BuY%6~oAjV05J-GhpEhCN^2x|+|4L?ilErO)8c|0@zr z-al1UDwA(%f>d{N*LX}iT+PGx;NzQ5?5%B@M#uBy^WKaMn(g7S>`|jiVw`VG+|=!+ zbKvgYy&T(#-lT25+l)Z;ffI9iqTIjow0gI?n`~!{eR-Z_7>tVo0LUmF?PSk|MPQpE&4dkW%hosa=4e^d41p4J+8vfszZu`U3TP7Wn?;$-J z-3wgX&9`<9|AWbHsj**e2>m$Z>^}wN+4yp&miH=upBKM}PEyy0-8JUt(}ov~go(7L zN9*>K>317$F_XJ%GMNyygb5m*_V32#9fz8Wf=NR>2EXa>}Gm!rgR}8rGdowhu=qhpFg{TT{KPY09OOZm$3|J z9VuZ%EB1QsL2c+JOIOvFe8zk~bI6CZ+Zh7cAG8x@uvxS)b5Yw3v8inT$&q9ewP2md z9dt!|g{T&$A~TSD3$?1|(+9TY!jcP3AoLN?gv5fj>Gq4QARw!Ld#KO+Q+Lr_owKyIWR}13b zbmC#A6f=M`-z<(yZ-;5Ux6J5tjyWm9^u7LkNPQyitx92F^Q>F*b=T@e;~%-rd_Aq& z%-Ic&ChVpIM$?d9$6}7fm;@zDa{XS7l)zrKnl}Xe#**Pq*PM|SV!~-NG&-@RW>c3X zq#{%2T&Jl&N8jAAU#eNphWA^q9%Ay^)77TZrF|XUXdWxH4wke^&m^HzcH+^~atJyx z1#6*%m>^{;Agd!YcRud*(XhE$1Bz!%E(9f5HWH8|8@MuSA`t!LN*k4n%jqQ zb5CRSmBBOj?v!|6s;B7jsIAhX>LdTbpYK{vYr0y08A$$D(Q?yzl6BlIwHd9m1R*z` zEqOS*+|X8g&baiO0mkp~nJPF%j^nq9=kM+HZEV>Xh@4o?NqRkxWp8t9<$mvayi&*Yo49SLwY|%2D;C2)U;V!EnQ=LO7*AR9PrH7b zXyKvXpD4NrPlVi4jn-D>ZQ<JIIX!{t&yYUXlHm)7R^*22{JSJ+0iKLwF5_Y=!qNKv39nfn)*xJy>tqSO4%DY z!Pn7q|Pea!g?FJ956`f)ykix2;_si@mBMgMrp`pq3zg-fAXS9$EycU1PLOzxud z9_V;8UcD3dYxGm$r}Z7rIL9O=&Q|?7r~ABgtp>IVUV06Fl7$-=Iik@;1 zKY6Ej*LSw8wVL;r&O`9DfF`|2IOq0aoGRL>agt`P9%WsYQ_{Dy=U!Lfc-@}_60 zm0y+fPnezGk28E-Xag;9^v(0+n`N?R2)1;)=Nq2(ob-X{XYTA4PwYDHn9uXTICDEQ z|I0FmTc*u){rR^~N);N!=??Xk_k+|w;xw!MTqQJrtEQ%1%fpiyf>@BQO8V$A2z4d)`IbRDMJuh^H`T`$J3F0r z{oE6!HW5tw(5~JPgJBWV#iCR^0JuW-eWx8h%Bz7;oasyv9{h> z^GSA2*U_SQCvP3>jiOYlWU+&8tYI z$s6a3?Ol7n{f5jw?@Jx0H`h zes7iTF@Gj|Cl`;8TI=G&vFjG84Ry>Ol5qLcEvb~s&+(lurpI$GU$0_JV zy;+?e)&?=o&%Y~8#(j*nx$*s*p0~_X`rn8D42_b|MgeDG(rU_B$;9Ro4(l_*E-&=a zOqaOvY_}-D{H3<(XU#0vZs>XY`44#MQm#a4?Hqtvd&pW!FD(xGT26rv(L`t=)Q)5& z=`fS15eiIe>n51UiI~S(l1=GeZfTwM3+u?K(S;5m)sATzowzhPS1kSzkZE!TUD+6n z_3H}#tk|Z>(5?W^po}2dW~vlJQ!S$>FNgubFfA(!coiYd9a1)ju03${Vt%rUs>2x4~>5=h5N(5IxM6&fm=6OM4Yr`8=sz^@WGq_cUm? zg7d4{qs;(R&w}~!_FmvuPBoXa;+>6qt)#b;&9l9$b7MZF1lV2_ ze6nvVnRpVrXH0n0ZuN}1ug~LgyTq+_uccVp4A(!0IJRS9%V;-4?xf^|e0nXV*=d(9 z(Z=Ir?B}0!N!Ti`0LPVN{8FGi(9U{;l#D- zEuV~sfwH6ig5L`G10uEQVk$N1$YKSq{Pb;JT5mB?wl?>;;=bw+$*7m?=_@~uW=>O; zn~m#Bz>VbuB)2iVD*TnLZlaEgdaJ`)>*3)~xCj?q7tawzUsOw0wGplPK8GgfQD2XP zuOEB;&w_;Pv0jFc1$nE{gRN|S7XamjHJcCjVsjhjxh{Xg2zbSH*F&x}xm=gc3rU;! zyV*%$qTkNtY$8)KVe8k8iJ7dy$Z2nGP{H0G#iiTl{?~{}D_?4#UW|=QQ!Lj&wIWIy zVyv2(YAT#5X?`sg_RIAO(uVK0J#7{5w^s9nu?{mwei>Q}QrIjWF9D<}8}GZidtZM9 z^W1aS>OTr;6FXOY6C=OIB32TMk=?=kyX;#|Cqq$WSPMm+$O%-7el- z)3cOR!tY3RU)AR1whhl!k=XQnHgur&;CExRc$}30M(*|D|3z?TbnHwwJ;-NlkP(EaTfa&s%*2~4Oe=Nk^C@XFBJ$W*^_%*NRe?P8bv&?xu)!#GM^@a2*;c~j8iaAub zK#Tm8TJKFRg%h5)v7BXa2UksxAft{`MTNiCsJf*Z*E{ELVcGGuL3U85ZJJuwnE%L6 z*G)#jd9c{I-vw*k8A#JX^YTuM%V!g=HYq@tw&%RlLf8KTd>5;yD%-;IUle_f$4Hu1eKphm0x6NmKQ~C&<$FV9lI%<={ z)D^YUYcHvz_$%56@?P>S55NjA`RhB?JYBYzaT7Ax?#5=5fv%nQj^XQWm~&1C`l!R+ zBbG=(u5m=XcsglUz8b)~BhXL`001ELf|vEbP#T&3FCfw0$O;zf{|zH#X8rH*LEQvd zt6>J1&{w|Dw55@K5@Bg*LIfqS#xrvwf;A` zu>^Y)mw?1FtC)i;_J0t?a%zxG0Y@)9RNvR4p@f)tuB?Yk+>_B=VIP9Ct^eS{)!Y;B zLcWWEO>|F@M=tqZ*kfa-<_vA|;Fc+5vb)maH9U~<2NeX`w%oBiPAdkd5|($O0> zv$unlB&K95E`zEAKWA1Uo=x}pxfYH}`cq5Yj3IYbeYV;rUEn2AJ4M9~^+?auBk|4pN)b(4@5*l8mvnuy!ku;oAQ6 z2tk8PG9xG;S>*aOmrzPBUEY>GNC2OAU&Hez@1n>y0DYX=Ic&= zJAzgR?gy(OB}u;5U5hnB=N}*|Gm+R)Gp$7U6Lo~I2r_ZH&jFLPaS=6U_qCdH zYdAe-`xWn1C2FEM;_#b1vg`D=fPVR5lLbT3Ilzg6fsFtN22-7QJi<7bQI&!m^ zQx@EJ*iI}>MXY|DNkO`080kGWU0`2|K_Q;F>2WKsi6G z1-^lwU+t3)yo1v-go6j;$Dg(xB4>)4;@Zu)@nDo~%+2goa>?(;p!hwJkrg?mH!*XXfIi0IAi$fb3b_2Ma z@N=__8xXQtMD;>dRk?;C!qMN39YVQ%>ed$^AM>ta`51X659mg+%8}83Qh>FM1*Z(*RhoUO z-i?J_#J#^3YeK6<30g0?Q%?IpBy^R^

        O(UwakY8snyB=CwAYxnI z@r5(YUGVmsJG;B$Zd2BmJ;6m=06T8q8%loF#Ttl`?lxC&jD7~z_7~N;-Jc%;7O73v z+I6_?ZZ22Ikr-QE6(9mA=v@JlOk%?(KvQvWOpE?C81l~5?jWPJ*WkvfF(V7Dil2!| zGdIS}_60MzhwCqT;k>=A%M0W!`cCZtv9{Q}ofEWnS-k&n06EE1EWRAxd2l9XB|uI_ zaY87$0{tz8Rx%t;HbCf+(Rzp+=dQyYjj4Z0>qLxqQv<-{@xfxL3i^H;a?p$*oHgTw zalGLJi8;vj@_32PiPIW$UJ(EzyGV54PGC9oG%@vib3CHv!Ae1ASLgkNQ=Qejrw}I) zk8}%|mUp0|KeTiToVs!~Ja0p=JqwWcdRo$-MgLOr25r|)_HwMro9Qu_LAfVn?u^P9 zdG-NsziVPmhB{h%9`1GL6n(`BNaLXU4mMAp5c+Tp50N=*Vu(Y-{cl+Du<7bp2 z3pv_UFA=)MJ;zHTGk5XAF^)01wO3iwEH2nburNLj?k=`_>+1sqD;+({VBdeW>h-2v z8Y8GrzN!+slU-bas69B<+{7M&ta+Fiu_^09S7e zXT?@;^k+R+J2siYTB|jbX0oEKW@rpGfpyUbzo?d*7yKYy%oY0KU$7VQfj?uGhZpdH zK0B7j3;F_Fd@I}rcfw!LD)cDS6|&?T{()~eA+W|XoguFF%wTs_ed_%v-sSO8#}jP;>-%?RbAR8yX48D!mAAeIvM5TEX;~JYz`v z-VLW;e*ionJlO+jvP%cG4Xs&jGX338x%8a&vEZGMqKuY1Wu&ZD(E@c7YF?izl-e0ImRh5&68K3yyF6Rpe~J+B|qcuBSqTj%+*TZO9_H z=n(s%wjjQ@@?`GY4n`vbNl*7{D_+XTNAKO`Uf`$y|cWKc%CWV zdETMkuqHfHJ>X1ccb-0keF?Yw+=Vu$b$`X*wBLlkAb()^A>F1}YS?NRuNib<8}pfR zS$ja!{!VvyOm7?51tKwo&#-5`X5E6v=ds9ZF;%EN(7dOqP2r}2(}>gd)yqJJ3MJNK zNVOmOS z4&$X$f-IrjP#nme4WJrS=oiAju`HW%g}Obc7Zq#_nM2qYk2x;8Ap0fVipUp=hv>d} z_U7mR#b->{)XL=R@O}>-ET5JKV8S^Baq|A!ipQ3*r~uFF2a zPVzx<`sZ5U1M_+%JsrZwZTHWYa~ia0j5)K~*Vk33sfSvh%zGkK=@-Gp9Hss zb%|5k*)|sTsK}?hweg{(y`i^Op&tMRb&=iYVWGCBy1`Ji!?=N=Ya@m|yUw%gZs_xE zoTOfJqXQE)L*Ev?>}ut!)3Zc5?W>!{Pu1*2{4vW>*<0-;2(}6;+6H^o%uID9 z{UBbZ6?O^V@5y_~;B{#)-{RAwr-CQ9%h2y-c`^p;M$CI6CBoUcQMzM6>i%fYrrT;I zXc|V`+0*amaMTnNQ#x|@mDpqlo~?NRav_MV;QEZ}DS_MjI16mMt=Q2N+W$Q25Vv5* z{+Yn;Cy4c=7qa%;qT=#J)&bZxI(@gd`}*Z+G4E+-YGL*rT8*Xo3WQX@1BJeV`lQuN zAJSdYT~PN&;w8d+Vtlcy)eTCQ_@>6y=ZMipT(wqGo4I_Ml~eMUQFqC|)eK!rdM1JS z`G;fx_?!Lm#i7H>y1u^I=X~)Y47I@V!H^arZ4gL1F_xUH-Vpj6ebYuXXruw7J}cs9 zMi#@%Ag1VptI}U1XoBl(sM*+26W0?R?e3nt3o6X-VQgW_zWsv=`J_4M3%1nypP}5& z{emeqbTr+m$HA^QydIt(QXSlWtM|Kq2cc5S;n3pd^Hk^SE33^w`j4Drmwm3DcHHsi zCf2UM=St-V^|$^G*7-T4wr*=tOf2;xb1DCRuenv$ra_z5NM7@Mi?`cebCd1qeuXPF zO^dp0kBT{K;h|`vt#S6HyU*8)?&UvLiyqeYn>acTLPNOOtj2AiMTJ0WITn#Ss1?v< zjo7~zS1O&>eKkYJlY+U+#nRN(R`)w9hDlraX!2xL6%BgU!b;N?&Av5tCnw$9Iq{!B zc0yynlF%de-`}-16INv!ZJmv7%jV%<=EkMBqc^5@iPa9~wB1zQo_@@#%1Jwp(Q5%q zIxDVn<=eaxGh;-+uLew`79DLToESBWNm_xpk#fSa>cWOd%y^CB$YEJP##to>X+uQ2 z$+^1I2H0#{Gn$lRXr4ZneE7q_bNpT}vyX6(0=viSMcOeeJq+DeE?Yg<^2ez@E5GvB z6IUI-k3me&E~ww<4z@6T7~T;oss_ET;S`;Xk)ZReq%hJNNYzt^rd zKH#<@;Wtma$rQ*K6d!EETF4}>cuMxWx>hp$#b?4=?1av;Lm4j<%%a7zLN)hJR6AAn z;%r$niLUG&&9ogdgxtR9uBnu;aq^O9!sO`ErHXB{<}@LaQETf-r|WkiyJTK<2K)Cj zke57`NAjN175v;gfV+cb$%iT8D^i;9o@$Fz!~vts{TqN-Eogy!oVg}EGXEh#wRS#= z{@0=LAXEdWe;m1>6(hc|R|G{HliP|3o%L5ZXV>FXC%x|C&J33K^*F)kb-xJiXj|oc z_D6gEu}w0YAOcrQE+A1`9V7vIe`~6;I16deHNanUtIP?dnlQ!z$j?r`n%QgiX5=@ zKC7p$7{%SqP`D=wZUcO{CyK@c5pdZ`4%6lB`&+5 zcI5zmk8*P1h~861DR$sGaQ+!XnI-T^`=iXkY|0aUS32|#aGIK;&`tnamQw4gY>Ti4}-#xRi-UxYQcDEJB z1ES!`Qio1S}I^+_Is70g?2c^b_05a?(5f<0rO5Y&+6 z`XV^dz`&5kA}1LYaFNh)kS-CHd1nr=W(raS@KuG1<$9SjKsyi*RY7_e4+=7CBNrB| zWMP>Vlgw!qfrjra6i5m^0sMc~D8Kav0uPf5A+v%jNGhX)0hN(EwsMK}Sjwzr92D_h zDw2)1Fz&zIQn)C~b=iU*)hj5Z3WglWrk8d8`5s9`+>axUZ8 z1z*-s{{V(ynJ2(^QAm4<<8np(5-J7En1sZNbx5(5A{_BD%cqLMco}fxyMl`8G@^`z zs4+>CDM(3Q{q8}4nn2pjFK4ZS5aU|mJcve&vapqYR=&8haNejh*dTMz!CtJ9 zhk@u|rt}+O9x*6Hcw!-iMv9k~mEuJ|xR8Tz0k8{z3m^?J(E~?FrX7Be31=6f5S|Zo+yo-m03&QJ?aJiYV zm5H;7(lT$R&~0;s#ie;t4lWGHL?MHETXRh2lZjZ8MY2!&6c?4XLu+|xoJ|hovzKsN zQ8rM^5~-MK*uiM}x$raHI>TbU-!#osoRi`_Bqag{y81d6b@gYK6^% zvo$D4j_0Oa+yphTlvCF9-CCkJfDJ!lh@6Re<>uy>`)GP~7_R$JBblr|C?%GLy#0?T{4iSBqF>yM zRP(7UV_o=Ru0>)x)Z=6*Y_i}vUXL`txkL`(&-TyhknrBk@S7 zHL(Ai-j0tWvc`BMP&K)f7&Z_R`IIma8tFGPR=EwD19R|S zIZfg_-3WZU5Sy7yo{Gc7Z2Xyz%#t_JP>kW=0`mik6?{t()#6NxY>4WbWD}{{Tfr3+ zS(N05J1lDkH1h*vzg3K`Tab(0YUCJt{&i`!_pnwXjU`dD(!3^pvBS;CiIiJcd3z6K zU3lpx=lB@yB5spgxfVgkSVJeN?1mBr2e@{Kuav(`yeKHJ8R8a-CFMv=c*SkAj#~o( zVsVfBEbN5*iM0{GaNpb-A!@ck37w z)s8`QOv-Zc1UcNLD$7Z!6CZKKlB;J5OmZ*7zpEKHT_)vY#s$J@jS!rch(-viJ#%jH z4}B3hMe@3TWEtnU%2?;dV3%5xt}2wHsrR=Kc;SBu>v@K4hSLQ~P@{yVOO@Mj!>I|7 zETtqQ<=~9fL6ZMOI^7c1+cS|P6KM!87oRjNYoszTifL%`OB+fS<2o)*H{9e`$t(t^ zds}fEm*Ol_A1MMwj8F7&ZSV!$#vqgs( z6dt;_=WZDZp;dUr;4D@qxjBF9R)$~~l!rLBVWD$S7B8LZFoS>BZN zRo z6RFF>S$>uCM2~*j=uHQ7o;t*H145ZbjVI^NUk~A#^XPU zsRoAKQ7)0lchWWbKt(L?TK=}iLGrshVsQXhs~hqnCR``ycZj<@z9Byj&PJaLT4rFZ zADdhu1@te3Sr5_4zp4sOyA4`e=f|bdR~$vYf@Ag7$=V*L&td9a9Y+VD+3aYUPDm(R zrKnf$rGN`ZG1KVH>2y%C&MU?1W&Y{0`dJsFSeJ=gsuuONQ9(dM1Qq-5qV0JL9}2Ap zJ-xfE>00%_a+C|W#(s5Jb0P7Q#CS5JJAelyU00iMf0~yQS;7Ug1pi|C$gHT$+JJJ% z$-=P52GU<>IY=~)No6fe+u7|jcB{`aP&+JzXqW{p7~7Ji1Z{5%r`)oF-r=TrqoW$f zz@RepqTxmRZe2CMAenx16C+kBbKB9EH*=nCR>95UXt_)Q7OU+ur1PTTGC8Nb3*zza zOGG<-H}Hp|Sige!`fc|9c8kQtSXdP|CX8>g4E>{*RvX?ivTC% z5B#G6w@?WsEE4jb`J0RQAP$DH@20H#J|8{NFZvUNuup#bDE3v^9fpEJGSzQ{OMTC+ z{~PyX|KHqCkCau9l#7+sfRvPtgH4Z=lZ*F%ntZ%^q%|mA}BO|4yM+V;Pq-b97UHLXj??KhMR33 zlsXn$2>KPj<9`)=x83~es<@cKC%H?;$_$h%tPfUGKZtfI%_Z0ep*YkIuPg1;G4-4U zk)hk=n*G%=X#*Owg6AmOTlYTEmKrLQ%hqIbNYr}+CZ@>Rs&d{H%* zYp92B79}Xy1uR?Rlov=X{z|B(c|%!XM9^-x&oqlaq?}!u0KE>I>Al6<;IeH)``k|@ zf3a^uF|s&Fs`Bs*Q5xBcvVYIWSi<Hp&ve2wJ)R!z?TUsYk_FA zKR7pa$>r~=m71jKEg~^&et8}RbTM>rI8^jhH_iUcSYvclbnZSdr25DpNVJ3>pL!L$Vhy!6b$g@yZZlP59G5GlXi-a4K)ePoklNqN8Tfv(;6T{pfxx{jM# z?&r&QXOCczKSFjCppFOo@7Pe0alP%~K+vh`Ma4?(jva6!`q8)RItb@y3r9tWFfvsm z;0g_?Om!BAP*h+sPEf4aQ&l~t`Ip@x13ykbe|$`8F>14|WP2%*iRgg!j^25@o>>Aj zE#k!tXi)}^O#T?fe9x2y!VbSr>9roLTc8-mwGSEnNW9kn^;p?n#}n&CVmy)aW7h%U zyt?YTYs`i3NGre7VKu{~7soQ1}ICw(&j+H=1NX%fEeXd&*ba<6?S-dEfn zptS>sdg*r=zTVu9K0W)l+~;61oRdjiGZBbh45^PoF<1Rrmkn+y6Rg`f?s3@$j(Dbj zh{yV8%qxuzLSvYnVCxSKChIF5Sa(2F0Y2uV+RbfVpTLKHP$U*N!Rn7`I(?XJn zed@<`H0lsx(_BCYZY^`}Gw$CI+(W2J;PEH%8CVUsSMdCRk8rS#d;ckb2N(5OPpILr4_lB+e*p zpSFv}-lfexb}4<4>P>)#R=<78-nox{hE6{qn^SA}v;i3zeVVxek-^Gh1bZIhfPQcO z&NL5Q&y<^D$exn(;CMEO1HL{dE`+rp8xTm-wuw$l;a59pZ*!gdbU!TrH|24@_Kw_z zfl5L&9I^X3q}yk{nlgbK)QOo+ed#nwQ?~GQ9252MH?f@}~ITsIGq^ zkX{Yo5scKY?xh3}-ok;ZME@EsWY3MGdis#TFI=T~!SBmkthv~f>`#IpOD1gg)oLH| ziCbMT+!l=QL+;vK{`f$<$CgiL3z(0Fp#TseYSVaaNAt*RpxdJEFUCFo`QVm6^iCZf zL$tXjVh0{PH2oQt?Mx=i;S{n_yia>7u%fBYu@>;EjTvD+mcw`AJNwssZSIx5*de=4 z7rBAb(B)UBZ(3ZbRO`n))nQj8@H!%O>S^ABNJm0tl3=5fc7;KF>e;?IhO@&p$YJ=j z-~ekcJ~dK8#++tjS8SkKyg3@+UQcv59}sEyR3Vm34lVyO@ukCXsnATwboh9j*x5ZD zw9cj_ytkA}QY2&mQgrD&2vr@i9b^m103P#23y?T>r8zd($8W*d{WqWRqd8a`r}}MG zogPLwTctSrZ*06=O7|X+$7EYa*IB#5-JPO;@;+9#;c|txknlD`{8=*fNa`XPv6Rs7 znV=6eEhbalU7cLA(sz;?H?~?k>*kajvo+H`7+5K}1 zf---@`&?{c%1h%!ZX>$)6u*cglRF@*4N1LGVC8}%^vCGUh1H3(m-v#O9wgh2tCa7D z4fNFM`b+Ap+le!;aE+kCw$u52@0X&@Ps+WYd1EKe*LAQt^UO)3$B&EmAVd;#M_?e1 zhsZ+J$j`&3k|~X!Pui{)c-Nf%PU`=_6r|#lCQ$))r?4&eQjta`Uy6fi?0)Gw=kkGL zr0-r{JYTNxyJCQ3ms8bez!Q#xeo`P}a<}Au+A^B|^{mq2?d#tMyi8#m{h73LDnW{e zZ6Jg7rI*59wnY1&cuw9m-)EP3ryCuf!O8dCd_PVShM{jsZU_s#v_tw8lx~HT43IaL zodV6;==Z(~ASJI(!Ytv5J*gP+QLO?{;%^#fK28wS8-TtjEnG|ZG3n2&+Hnh`JEJ(( zb!dhzsJ|dtHOL-zY-DJ|f5dJbfWzB82!s1&SP(w*TUhqQHPi6gNd6=G(dK3EvkH_r`~FjKO(hP6Dd(ub0QSL1 zH(21g^wJ7rPpZl6J7#~#wPXC=D)Z4#n+JjgDsXrI0i8-CXxJ--;)KNV}P z@HDZpL+J*3{n|cTqXqsHXFp8(p3n8H(-KaonfoVkZQ7WNk~mW$@L3tLu6S+Qmq;__ zclU{g{`NYHKFFW)Nhf(&=L{FH{@OWm--K8)@do9QSYq{;1ZDRz=2PvcC4Vs}H<1pKF9@|HMzSNcPi#?}g|(_fc4`fCTF zq<6yg;7+FJ(ngO-&6%IB^UH%*)61j4uIKcv_f~!uK?}i)n#;tNv1c&;{a0|dq_$6@ z>3B!w8DWn3OA(QcX8+5S?vA8M$H$NRmaFNN2f^~P z=+3KY$+FF2dxFc4zK+eemvyqsKw(poJy{(^;iOGU(bu=N>VWQ_TI)$~f!&Z(+Y?;} zrGUod&6DEzvm#)fS9ql7*weh>6LL*J;_NctymM^j&#Cv*`mIC5)$36Dnj6Qa{mz6P z3Wxk>@k{_splph}Y+CdD%I&R7SF1RCQ__b|d}E)Fju65^WN41~RKBZfn zM%41kc>DteT=Bzu_;~SqPhv(X$Htq;jp2QtM4i=lcqXq z-i2L(zJ?+K)7HLNcn(V*Q4UA>g4dd-1oP63{^5ie#Pv-*AwtxmZ=i0W;c}w=@r|A_ zr$^Vt(6d*wv?up_i*&btEEDzz-Aiu}=OsB9!HtJ>aP@RTYTCuw!C>FX*QW42z6o7i zvs>jgi_V(s_NdPZ%P`g?{5@npZJYfx-a-}D`6btTV)I`y>UP>~PJ2>kz+Z_(gukCM zQJP$@?VI*1OJH0(y^=-0{vG=2rX>4^ZIeKC?N2noCcIx;3kT071cJGJ9hFjaBRrf! zdvE5s3brRrbchJHi;3~PD4oyc7)tY;R0r&Li2lz*&bxc?)frnEfm?a_FZOl+#O~e6 z)W6r0Vpk}F4n!{N&jl98;#oAN-u6+`zIzFX4!OmA$w${U7B8yLl4r=0vl1n8SRHZHU)j9p{YTs*He46DUTJu#Qam|*HPPzaWi!;}$k08~5l;#f+2KE` zmi{+(sM|vNYkPOtz1P23i_m{0*0nNg>)Y}{1iS4Kt1OUbr9v?7J-`!c?CXo?BAS_O z=3@I~t&Chh9;#QZ0F!SIw&#d&FQK1>vG3S>$gXe;cNNR7%J?ru2J`l>YF)B6i7zP%)#0wdLJ$zI#Z80e zzirEH{-@5d7n^xqXa3%pI!aw zza%}7gm<<4y>(|Y)LLpnJ#r&ZHcg0CVi{vQTChZ8OZfaavYm*<*)Wg8?e`_7)_7yn zzd(mOd%01kbkn>^ApOj>GmtE-!JtVnBPl(QhK?BnzLTL|k~8cns%v(N$`I?`{6;C) zX#Z1LOEs59z{$Ntv_rEWeigI{_kG%gDrbzvn+Ll`Dpna@{K5mve%npRy(@@hCcjIC z3wAr21?E{nn+3~G6-xcf$XYqEfWJn^;(^fC9pajK+3wT*`vi=T1|w zVOH~WxN_Q|5a*pi{6u@yCrk9AUXhD7mA?oWCiLqj&`_f(0sGR^MH zhKG}flSkBt0I_RC4J+6d6)jw=j(jCv0_$qQz0i>cC*|S@OhI;?Zi1oh!`AH}uTx!% z4L`*^=G|A73ioo{QbY}GU&Dt^+P7$lTcU@hZ-E8@&oYFQ>k6CWZ-31@Z`9u7-@_1h zI17@iGd&;hY4)g1avAJ;bdpB4%G~s^KHdfyQdIGk0>nC$*^ZC&B#}MP+!_>`$j*ZHhSZcE{gUzZj;; zIAJ!CH|9F7gMK=@fnBuAbbP(1&C`bn z(J^ncoobQfVz z9eX6Y)fY7wsHQtmn3&r}Rn3~X5;6Q*&6HHo!3t}^3+{ zd`QG(1O%$msQK+p34=qGMP6F=`w1dy^Hh>G&p4K}+uM5d17ce7$IE#ggEN+?e}Sm9 zI+AtA`6`bes*AFr1xvcTssht<<-WfpE>9gUiS0cur9CTmLPqee}u zYyEH*rxT0yZ9<{cS@cZI9Kf{xy77&dBa4I`FZhewFOP5-!>X$Z>hHd;(!qtsYBU_T z@7Y#0%n2W_msfhEHQ-NaU6y95DRdpMb|eZ7jjT1%*cR71c| zH;?hm=yc0q%kNVB$abt4o>$MO)Z5JluYu1kS)^s4ZE`nI3biLAiJ<~4<_!6yk`YTY zgXl`7XA8r$*~H4oGGOFi;X_~a`}9n9^j0!OrXhtrnSZMvAc%PODjnx&G={3I!CJY+(R2X=#*o@8Fg)YW4fZ8aGF%U>!l~ycsoXvFp zpb94Y2a;}eIhFOT&J=hfXHqV;v1UWRjisPMA7{!!wl2QGs(8Zv?0=V;vDYotwkykX zSG4sMC=mMVNN$0@;6|)}(Z$WZhwNdT+<8upxkB;Y(F%soyYg;^&->3YNVJOV&xR~& zpZChbca_0c{`s60p?8=fo;jd@XS0)UBKow)F93}nro~|Numuo~$C53Y-r;HuRPvX@ zsB5a|Y`@esl+RhYhtjeyABN+96hSA`&X50PG0oRm9SYZINbrNGJ8B?I=c-r^ zTh=tugnHvsD*Dn?%m}{E&t#Pj?$NLW=bAtzK|Q#>BZz>%B?*Oqp7-J$e%I7;J#1Qq zrVEswhCY- z38IVJ^)bOvKm}7BK~sDzPK7DhM7mAN5=7zGTiDfjN_I@7GjCb+EBilU- zu5X4tLx+&>KVIJYFp`nRUX434_8`!wTf5XM^5AvR7%`x=u&Cs&(dS+hUz`}bY4q#77xwe2tnlcW_dkZ=ieWsV3i*7FS5h_ zH;QCO2kJH%qVk_-o~8$-WV^a@q;>x=514j_3FQHoD&h$?2h=ST3QQ(PsSAzNpJ@cu zXl>3~1oL~d2WC9S+ z2xGNiE#^S7#2-u^=B%Z&WL2eCgI8l;_yM8>eE}i?aDZFDXF4IkKjQ+x4dMl9gK$A7 zpp$$VO^^^k1&{zh1MC92GWyef*h1NL(kB6AfIfgI;5Psa@C66}P*WRGlTcG6jhh>* zrbA*_Qwjha0FEF{kSo9{<7>z*?9>VbOb;;UpK^;jg#le>bep}Uo)UntK{Xj)V-F~x zn)Gh-x1S5!>5AzaDNUdRGCu@ag2LZ84e;#pSV-hg$BS3 zE0MWR=IIYLjs-P<61!kuBkFoQ-i-wr4Q#~)xo(&+&+53CE<>BOc!e^0?c z?-^HSZ%hkafM?cAi}e9Fo&~3L4~|RI^)WY`g&cq<>!tDfwA;@G2SATw6urp$up7gI zCP**6nbpB^eQZPJM{rA0V>ip*$qY- z|D5WA4i(Ta{-&}qS?KmRrk~=2Bms{AEe?aB#=kaT3pMH0=9x2`@u%>hHh^ooCC8L$ z=9u~lreU!91ZS`f|H2_)AsxiN#Hzue!DcYb8CsTTpq5vBJM22dHYI=LnB)cSQD958EyxG|h=D4{DJ4Yxh6bBR=6gw2_>q2vj&I?;c zx?hH0dJKR*>9?#2I$-C46k{FLQG#KQaF21%D1svbh$c)HAdxMVE%p)gLVQcKr#HwG zfjzhq5lH^^`vv}%YVSIthfI;YTO?b=FYX2LmTnJYa3mrgm4y5&>gC6+&>l;~GwL<@ zSBw{oGvO`G;6_BtANjp4iO%1=VO~VH_y2X}Y= zwH~8}vpzBI;SGuoE<`{?SPrU1(4Z-iK2Z=$bCNwlDMY)H5sM2%y+G`t4PK+6Py~c~ z!QPVYfen5}yrcF={)=vfsl%y*apu|MiP-$DHGC;{A@MJ?6~h_E6vp)Dp2wg=gb_tE znWLmVl1y|5m9gYM?7^cThCNcLkio$r`&hQt0u*V6soa6-%#%e?N#{A6IXM|O{fFff z!MS)zf)(u{nq{Y|s0G_t1{YoNf!iYz^@9rzFW4<~n4Kxx5j|_jt&iYnxdKZGy5fYU z1bB&daujKNTZ(fE+0UeeHE+paa!A24Eyy$HP!eP<(nUgDl6BPbH?z0>{JPffVLy3m z2_Siv_un-e?x0uA26RB%(L=tjV;mn{6D=hrvjiPn2AYd|1dRj|+#1H6_NXiFuQ0?3 zW_Y+b1WlLIFa4XWJ|HB4>mT_)R*(eE(ARL9h%@k)J<#A}j-g{?`&s^ihx-Pg`7&nb z28QlGSJUP zBJ@A^%!_>1JekKmD)|x?#oV}LfMY z(W|AQXgK+s{@i7;vCB<`?%H(b*tEY^wWx+C#JV;*+X^4wx6L!z-%*cwmt9uB`QPx0MjYO#i+0Ojr6Bt=tFklX1E^ z$+9Xj1P*84el3Z-K=Bw!{}*qJg<%NA4LV_{aDT-OekbzC4w4s!yHMd_SBRk7LudBq zItNOlu*S;0SO-Xp|I`OzD{TM9$_r;JxW_m!@JC=M$}YtVuF!9#U5<^}>-k)E}PX)l1J7hPK)>9e!SQ^>}=z)~2XtL+hn z(>DPru3%^s*&NLA8*M6z=*g=|@PYe7wqf%1X_xy{^SpLVdbOWr2WTCR-MHA1c|eo- z`4zYPj=xWY{VCS4y1mQLSZ?^o{vAU1*{o{uST$iYJyh~sF#HDRH@OT# zc(hPI{RO!pWt1wL93u8Wt@KEgGda>bFUG){Y2)&MH@OjJ1Y0_XY;vSa9qfCjAtRdn z(3|7PVO*e+s%6wl3da@q_LC0c$hSk7$~a^;R(G(?i>JIElLDmBfFF48_6r9j?tPzq zBfXPX0Q!i(P{jkk-2H%JuxWaBL?%%Zmo?gQ%54oRVd z*6mT7I`a%Yv4;6A*1&({^Fp?-twR?9Yl$h#cZw4`qWz{V*02bggx$#EQg5~S;?VTS zBeO9N+Cw5`{xJ07;W3)D)lyB!T;^>hv|N#9$H#A+(A9)lI7w=0z!dMP&-;ZLZBvYa zf%g$z#=6ge0Sq%|F+tyXYeCOqTfXP2JNu)?kB~>PF#=p30lK@mzT*3T&!IGf=~HZQ zw1f_I5;XHH*6Q}30Q)YMmjQ#u!m>&i>i323^po=vTmbaakr`(OIK;=NkO%w%X_ATx zqR_DZ|L7ab@$bmkX(*-=6H*gWlYYk{PvPgzS((bWQ>mLv7F(Dp#mnKl$o2Gmh0?G_R=(g!VVL8Zlr}g*|+%q$|Mk zq@;WeN^-lGn_WCUKA#Hm_#zV77ITYY6NlIM^~1oix5iXFKO|)Fg1(&-i)*ZeNS=R0 z?}zpqZOjWi9}Xq3M%fu{V%n}L805Dp&3?BR3=Y6nikRhQCZ`_C&?N%`jl3h$4w1Qu)fJJe*fGp)GZ$V-(AdW zhrUkZVoz<}xKKdw*oY>l_i}{ngj|wTm5|rx+f83my)7{V$@@R7=&KxHfY190-9UjH z0!Q_@-Zqb&$YAdsmE_QhMsd8{q--Q0Dv*tu%zJ#D?#g-ZbrdYaxzKe4D>2^b&aZHI z))10Oz3*ua2h~*>F7LKdf-^LuAalsL#7L&hD70$HW>GIO_%aYin#KDPEaFTT^1uI{ z|H*tJPhh+M(H7blQW5HL>8hB?H4_@TJ-VjlJk4}oMrBTM%nPDsWd1aMD9BD9Prkr= z{Y>7Os&N`^k|wZQf9hekl)HViBA{l;+DR8It|BG%QeMJ;IDgD_LY%3f{?!ZbD4sNc z?yg)nk3tf9KZY93O2BC1c7&!54A9KoattBSX+E6 zBt&$t<|T0*0(sS;9h#Y8nOFg8)702JJvuo^}-4cr9U7uDBuI_NsX7XpV4t23|5-vipn1C zU{Dn7Q}X(zehVv3)76GkV{PMd_B!O%V9I1n4}zI-eT}7#Z#7WNZoC$N&@#DmZN`wU zE*R5ZX@0*e35Q{()KL>BGeyAKPTaxlJ^1hu@Dn|!Ol9aCg=y2zUc98Qq7J_Uh^?%p zQD#w#;^e<0ps~1ST+mFWSp5Ai>qWb|vhXWjkj-E;`iy_gDB=rm^IdtWVU#RQ6Sfw$ z<>whMb%!Dlm(B=L*k_o*0Q9i)VxsBY4`!GyaORFfgJzAlJDb8aYkVB^WWSnFc%?P1 zq-!eEdWO}jhJW_K&s_@HJ|Wm@{>jcKxO8zt;y=JbZMT>cf)ss2|3!o)Zp4EUsp}@fHIx{o2I#$ z>8^~E@JX!O`-&RtG z6&k#f*+N9P$AmlXgW_qB%IJ+dTp5>VRu&E^cP_qsk`6BApmd=uq7K7`dW8T#scu!~TJN zGyHQtT^xxW__S0@kA>->H;I|3rkQY}Y3f=O##I9G%W z28siaPKCVNJ${q}dZQt!upqJF^64VEv^4pmIY_*Ug@j+izxPrPB|y2qYNLiWz*@;( zFCrcY3=BH+Ty8;}=1+n5Pj0{$L(C_DM6M*nLZgG~xPE*dru`>q2QD|=-;$L$M-t(TmS zX3w}SaI`T7?X$XDbq)A8W!CPF@VP(k@9yMf*>utD8G8G5`$A6XyTG*8E^AZL%(Eu= zQ!riUWL{N4zmtMTk4F7j}vULb?3Wyh>R0F-I5TD8{^vg+e$%Ipuw@{ZeO=J`Z^C? zYxW2>r$CpV%0hW(f0GhR7sy7#apR6^I@8{6V5!hHOq$`WN!lqRx#g{>CHm^?&%-LOTEQ?-!9@>B%W13)17j4^FA68msl^E zqO>I0?%O7eqsHKJj2=tm)L))(QN(1>hU~&5Xe#8so&-)JnQ5pKG%>pHHwEc&$D;Q6 zZ=|39E5hpfvuJb-O>S{(Ar7HF(vD~5l3UYi^>p$R-&5ljcc2>SrBpwDVhNuGQVnP*UJN}v+ zBx0Av@39x*eVeG8v1-}9^bBgSK525pMab{xuh7*By3%3MzdAWuMhQhn+*u>z!Pch@ zTF9ZN@+E0MO|3i3EP5g_>2lOR3^z5)EbKuM9G9fH1$5jGOUr2qbQ||QrWQ20GdN|? z>|9{!*?xL#IDvmf`B}9KPuZ}P8xmAqXlGjO8!5SAAM>fH%@bbDpDhitpy#&2AH;3k z{9UVJ(~Xe!xWi|{RQfZ_Zo3nUFxR@lCd8G82u$eYm}CK|nUw&9OOiToE0}@k{)v2> zgk(Y+j8;fa)2+U`3%N~gdnKy^Q6#AE*#8BX5zXT>=}dT54+DutqE7clo!Kmg=(BQ9 zUW9tT?4D}WEZq#{!+`K6usnTm43sq%hTw^e%Z#0aZ8=E-&pTQMlAM&m!El=-D4bI- zPvhnAXPY5-O)Ju8Z)e~aMk9{8?TpRYYXK?>W@9&*m(dvzLGy6?)^K_1g^qklP34P> z6vl(j_*J?0E-@;73HoXiCQVTm*yI3cN!)qBD2IHnI_PNEYE+y5uE~+2nh#I@mG(aK zC7~58Yg$v|3!DM$5+xp)eJSEg1FA?{K~r`1*}~6Ju|mVN5RERsbP~HsZl9X!jY!AblMB>~K!-vYg?d1c7fxRFpXi zoUrM5bZwZmz-e-M@MEA84eVb_S0R^7!M7nO8uP`EIJ7V=;*N^1(6;EaUoJr6yjZ!m zQWE}|Ga#Qh=f`>)eftA>;$$0%h-2!uLzbwWnLV`R-CcV8g|q(eP-rV{kH=C&3sakB zX`^lbF^7Zi$_f$2L$jTgGv5(^v%!k2T}g_rl)7A{j8}MY^^YlJUfg>F|aB8 z@~fxVcet=gVyx9v!G5tk>#VJNw}SnOi6=XrRr<)5mBwIP;bcngiQ3hB3wl2jo4Qc9{RM2+velN~-P{)RT z5ClU!&JiGO&oC@;`YtKDV(o(c7v~ROzA<*xPSmj}@J_JCvtOj7lomcv{UOUBjk0`m zb6q&~k|{pRdFojBNRW9`Cf8D7oyZvus}kz$;GmoZ0R{PJ(u9(Uhj(zIlvVsgL0S5x znwq3H{aX5l=0jE5ps-267ZD2=(-y|GcOG-AsU@ z)gs?eU(JdWwPFLjVWMYNpE2mD`%hwelxUVN3^-AJxd^tfZ2pB553#3Ni{e;$&n&Zq zndU+WrLj-(^;Yd|b~0pq4*A>}=7S|)agTtE#W&S6sNW1??;Nn2teFd?JoNmJax*cJ z-UspqVrDnGCawxuVWtruDat#oSbxxmHlS9H0Uk;DpGt*BS>sv{q8;I}hKgb2nG0g? zs^!V8fCXa=b~m`U-4N-WRZ^~kNqk8yt@|WP3^aN@gkokOep~5;))W->+Hk+O5w8X9 zwI#*`Q*4Fs^gpb%(irD6cFF@qcKxG^!{l8^`XIV0Muu8Oh)Oea5$uB~KlcY5^+s&j zY7GAUUe`U0`oFylDd^<#B=m%={E=?RKvg=*tl^lC((y4}oP0K;JHZ7Rx z+;8^uC>EH|x+L}$PhR&z-6h^&1^F9QiB3<#QNBHx{-cTiq_6j` zPUb3JTUX>GladS#?LddAeGkJ%Y^EByTirOjN-2fL^STsg=vJEQ@m`#e-*4Zph^#n! zh`m{C;@M#8DBb@hE;$#zQRr5!JIw1X1zkjlq6{Vd7?T?kJy#-html;Lwki7$14aXk zw6XCU3p)=u#^6ueHUNKv2S1U$@)zoBQvG70d;qXe(TO>j&1xnHhH1L(jyekT+;JL6 zBtyO$2!>rFMp?tqUWGgYG-`~(0oiMJw%_v_a$Gxp`209Fni@jJi|9^!2i|FV@;7*a zrp|FYE_dk&705c+c-VJt=vnXxs_}o|XqYWz=1rTDu>2b=m6T}helQj~F@Q zR2*JPafyn#ItAr(Sw|4DfH^7PPDpZzx3xt!bBbw^*Qi5_zd?$rk>7zSq;jUjS{Ot( z7Fx1i{Hv4&s#rLq51I1kr-E0@6LO9U{ zPfHA!}1E!r3ohQLZ>Cg;0^Po&e>mf^Nwwf<$)BjbT6%-W}oK?o~ zh04l?y52|`skmDX|04(1SUXBtx+kDm5`N$|zH{IXF=~f@=1m)fQ$iZX-|T5O39 zpohim*YW&{U_LSt9_&u@Y`UJ}%)ZG}&OG$6N`e37)>bd)Ec||o^PZQO&6txXZ3<A^hKKvHW~1syoM(e`~CytAw(n*5-(;So3Xd5Yg<tPIi{FN&i9`j4HP;k6&~*Rt`Up^mP$1wsJG6#y_*k4lfQL0fj$Rw4 zO(_?tD=z&Dx6?f%T+!`X>c2wwGLrLIhKnlf59qvE%UTh<5&T$v|3(o0X2&OiIiOkd zO)ic>cM_l4-=E!(ed2%nLS95nJd75!$KrwYwwfockQjKuQ9&AsEl;JB%J9H{`K{6E z8YRR762+OeLfq5IW_T(skBiqN4Ch{)4O4K0U`TF6N+mj6&roT+NaQXGnu=NC)%$=N zh!z}aTZ#LAgxs0L*|w}mX6|ju*$Ls^wsd&-ME-+8mhi!S{{uJW7Bx7Xt?>{3MaGAK zt4h7W93wZ77mWKiO092(*&?z*4QVPIp(QR0T_M=Hb-A! znk$@fhEU@(>$!X*E$%sNglTYoJ;j-nW17Kl2jr~*-!0depSa<=2?rK@3#?ntGQ~@E zQpmO{qGj0j3kL0j4VE2!7t7Q+78(&;;(f!X;~59e!UjcDvNpH^0l)o9`#~*R{Lijd zr+f_!i*9Go{A8VyTUn!cy)$oB0eAH93tH*LEFC0Y@OYK^S(RjzvNzE z4TDQMS)y3{4?ba6qFLl>C{{fo(;`d8&Ldv>&^}UMz+N{IC3k@LZGJcGLdmgLNm{)6 z5q?k-GEE7=+#|w&8WIrroGlj9(Ry0ikNBK}h=Eur8z0!6)y@v5Q^9&u0ZA`z1DW;R!D+1MB8S%N zWE55h?C?@IG_-JQH#9IDiJ(3K{-5RIqdD(oJ#2SnKc&Kv{V$-$DatAO^-uHLCPEAP z#ty_)s4p1Eh?@p!BqAVUS!G?Xyf3+ByH^}(?qUm*@$5h;|5zDfiB~28W*nPq#kT~I zMmEhI-|Q;!j(n?X=%+-hoffq%MMYLYtDow0YH@vDACQbfaDnJc)|)_lf={4JU8``b zuCX7VOF={+!U-0AD|*^ww`sh6yerDPK^f|29@>W<<&V#v*!EsRVRyb61>O1USf<}f zt*yw+b)xCLjBc3z3U=jf-x4Hf1xH{m$(5&<$xmy}cH>XmoWZ&amA>1)wy%}pTN|F& z9ZF0Ushvr6^h5!0rkF3-s+s(G)Po{+XBy5j?;j32TKpuh){j-YFD~R+Xe=)eWd`Nr7 ziLP&Ua6{`$BOJu)&4tzVZCu2yR;&JD^EI`S^>odwT_Gp?TVOl^o;T)qQ{{!7NS8jB z7HM#sd%BH@(Gjtk`oVKBrj!j&UEgPpgv&eUdI zeLUgsy@R4XK#3r#>=U+Cdzc>3o@uh}_V#Jn|Cha2r*Gd`?T|{R&-BMR0#n@RW5}~p zyzoSBZ_S*}Jl0aV_9UHD@&y|r8+~Mv(j2OcVUmfG{)ZL!@6K8u^NX%RR*rCqpB))h zWWL7GRs89vQU#f`B?}(fP>Ye}0#_W>^v`$~@ZQ5){0a+@!=ed?*NRxQ=~>g(>OySnOK9vEGBDViwg*&*KF?fJP* z4f(UC<%U&WBn`syDnOE^b=`rM?gjXZ3Uf{+`RVIfr>9P*r-1GfHk*>}l*Ai(Kd@h! zL{OC1j(k9bxo1QlK%2NGW8(#3l13Q6r;o*=_o0UdoN=!#VCI;pF}vjOP;PqOkO+Q= z8>6oEqYHrPyur-w;s@~9kn8)d96Pq+Uk%;qpcnM1FN7Yku`(@$^eHMU3Vg@4;P}8> zw4qC!L;oa1Eb}aiQ`8qeJmqvV{>Iw>&XuB=gJxT9(=MDD?LwPcu3{TIJSBhXm3WlH`zn zxCx>}1L}oPrt%@m_3t4+a}@ioPko!0{iDhvhnC{0T@f+qHL#r642JvS%*Olm{7>g@ zz(j&DJ1ahZL>%1kSf)YB7rFy1pYsAW1@dt49S0?)5mvJZDywS6kok!V8E@vW__HX_ z__Z@%l!@EsA3WnGIHN+|NObWu?xW^E73F=gbs>J`xFffsBZNdcGdPa07F-b9p~ z47+ce5xgFTSkbC4Am^txLwf80F2J~*wd`hG!aapYMd_AIcwG0pb)0P}kspt@$FP#3 z%Wci2zlgGt65vbR`aQL@X2D7$`_#5x#fMfFGuzYq`6M#-sa4ZttPI$ZW(RjVj@Mxh zqSO5xD*7Az#NzJ|`TSdj&TA~7T|Zg>X=)xRB8MrT8^ZV~R8+Pu7_LWxE*b+M3|d)OECk{p*zBe!Z)xPQS)V${s#WbY6cloF52`Q~ zAH1ph!R&zXs4{h2KJJ;8#@Ox{EEcyj;vk&?Ei8IpGm}|=mz<8Bp^9Nlw;an<;AxB< z*^D}Ydv>cg=iOl3qyKFSypgOt~_-PC4VqwnfF5`Looc4I;FO zvH2Udkxz!@{C=FM-<@Tp6iV;_0Q?S`D|tyd^jDkX{qRoW(zN=bVa*@+oNKc)y6S@! z-sO4@az!&+TIhu-lg%D}=j8~K2$#Ja!{ZJ&v)xYVt?)AmeO02mKVr4^sVB#|U7Zg%{&x8sFuNXg8G~ zk9<6idn0!Zh40TICF%tAQ@htt-7EM-IkdvNK=jjwYi9<>`9N;<=igj(d_X+Mk>)s^*Eq*~Fb+l}MN zjX3G?r*t+|TB^9AVC&V_X96F_AHZn6Tm4|h9t3YP5|g!m*zMxN(nGeBu4>PIT8&AY zJCiCx;heq;5F=J6u2o6u&r_*TAyesAtv+zGt!jqntb7m6>Yl$o#+usN=Y&&ze{pUL*1yPW+8L`zl98Ib`1CWlt8>a*B-i+Suap zE0I~hC^eNLLM7A$5(0yba&d|4xN7pA_@IaND9oO?Z-B1f`=x(&62)a~{4c#evaKXz z4e74tD69jh=MA#Elz3&o{rH*Gq7^V>W(%xWAE&c2ljzW2^mfdH6dyawpdtj!47gx6 z+oBqVA#%6KMabB+?-2Od&p)R~EyrH6bFXf^s%DAv^ja#m%Ruwcn-?%P6V=uekE`KG z0UGHuSjOHqto-#hA64VR#<$GS1mYK&(``Z4F=#R!y$@8>MCqw65>=|RW%Zopdr=)f zr-+-j%m|IG31+X}rHG$#3WBR4e7ez>$-qqHfW`0eUI^%+}GZ?9( zJD*M}(i+d1%NOnCuG+ZAoWr7AKLM>O>|)@sy(A#T7^J1>=!jS8$m=wS@R5z?fGs_) z$#n!EYrni&nZ-L&VSkzqX)Y9|J*27LrjAstKf36i*P;Ns)0d21HR%kMc%ARwDOFFF zX1~V8TDP!LqSi}oeeJ$-6@(7UK;FAITcoZykCZjvF_#xibA!O-PSwusl#l+bLiOl> zv$uqQkC?LUl28!wm0Z3>EDm%GVdhWOca8g@emE|ZYZ{rmcQ>-s?mQ>nPghAZ=lHus*hThbHb9hRH>r(srj22 zllN6M$!s2IkMu9RU6;}R$7xO!%UW-Y57gHN&6WCy%@&u}(}-@=4u`3L745!dLGAA! z#7fk3gL4CfyTJZuU?1qO97OebDyJhE9^+7jjw3V5nFzKAD;h!c!m)U0djNYE>8mGkL^43(JHUkCTtT zoV$e-G<(s2%2PryX%$V?1DL=`g&-2q7f6rq{|KB|SIUzJRk9m0Up57-HVxw|rqXTY zgh9$3U+a7vD-q6s6@$rnVChS)+$4=M8`M(;4E8pQ&3zUa>sjcI5qLG_tpD#Xtzo!{e|dFEndS z>w4Et{;Q~k5RpkuMAEqrDI<&Vvlx4H@cG+gz*u5y9Bb8<^ptFr>u!7R$O zyp}d6z}aQ!({mDkrts7o&)g*rdW$yM9O9$PILtYvpJQmfSDtWX_(@giGbeTDIcUA? zfMF_xo>PErVZ?IJG_P5v%7+&wmF=8~z$KG8$^4=xb@08W8=b14lpfKXR@9ed<)i3| zO*oE%Dwh6nY#G$qmyy7BI&{-o#hieCX7Q_Ncek~-QrB)>DnE!}`#K=WmB@QE^affd zoEt4tC=bP%8wyo(!8%LdAG*%MYcGv5PNf!2y+}8mO<3<>80H$gqmb$SB|q~Xe2qXN ztJYcbxEw}5g_Ln4T_taq>JC_3WnNFcn*Cx~b%BST*hsUJ{Ts2ME(%1|gfE_P&<&3i z(73?a1z62|dvN3%UDN?ZJ?OC{fJv0~`tVcDa$ir)wa@GVulHqK_rh%#T1Y6DNU~L- z=z!O6AQHlkd~-GyS3`Y!mLiOHUZ|RGIttxVaP;C&6hDxPXxo* zg{gFBjbOpba)-<8vUt!X$`|8z(a~uIdxca^d90e^7I+Aka8~)2ZbB1pB{(l}&LjG1 zZZ8an_&Ir^k8%}DGpi(;HH368$Ud(_!64%lm=_$8_MXbi_=o&hPX0|Mf{lo|*TIfU z3L9%|56!kM(8p>OvH%^he6AqRA}NTqoZ)ngP`b<&=vk7HdYbv z?9FCecmmwb6NY0D+atZR+rZ4+Rn8wR=<4m?SV@Ud-cP*4bj}&vv~(_p*eIzh&I*sRis(n& zLpuj7(s2x^VHFRNak!PUO>1FC#<@+ChlQU9ByYG2`I$8D=lPC>5#5%5yXu%bWdCZE zg1lVP_KfXVh6izF@_~4pgd<9f_Ent80!o+b?XXAQyBnf<7eeK;XAf5qqoiMOKFJ!g*+0O$`U(5++-h+&&T74}ewpvkl; z+<-|%A+V%CB>EegJeu49CKHq~=H9LQ_m9ps^z61>qYAY3j@h>fkZVXdrQIJoTfpZ_ zz~kW4-caBLLw#o&E7EK^rh8zY*1F&AL~*>E(=$#I^@|%4tuqtd#>iIhsI?m#!kUO& zdRO1ltlZ)z-)2MUT6t_prS(pWQvec_+DRE&g||syu!n|P==2B5;51z4RcsN%Lt4_t zn~Wx08ow5(xZykI#xme?;dO~()c09>vWj?M7!BN&3z*JlPh7L5iMfL_n>I+Kqlh6~ z=#C}q(?k_>5oM|Q;tZcLq3~r8`C1+)((dps9jm_!7HG7-2%Tn8PBnhe5l5&A+bjv% zm`RbZ;Q6SV%$l!k6eAx2|6$q{>=8w!MVf2Ysk1=8fq84M3sl_ct%{`Nc};KKc+>iu!!F|ZE- z`;NFJs}j4#$VPO3|MmDnCfzdDh@{PiStvQKQlIV0ao)Vj z^DF<$isn*7v}r!wJzdcI^X!dDUce)U%HSf8AG{VgC#F7;8IXqGA+cjT)A9tW zg?gaX5vivc9QXz!zpFh7W1Fc?QLhcFaYjFSv@VYqKav6uHyd-Bkvq012ja^bnb(SI zhBjZ9doTQ_ZX!R!{Y1<%!z*nNwp76`4P|DShp&gYM!Bcpv%gf;Y6*_YQu(6=N-ob0 zA=P1HlCFmJiySSvQ(D_AfP(xvpL&d~6)&5{ouz1g{J^dZE4BLvWwB9~_JfY<=9^2B z-LGkN%Sx6_(~fc1?rYqovCm%zYeR%MK95e}WxpMJ@t6^{HE68I*=au=lk6{kjOEbo zsWv(trz8@bx>R;IeatPeSYF^Z>c+&eI%p-ZFp0lx+s0^vN+IeRRtvdSM&Mfz)CK^WV3$i zRzV0RkreuI=0>P52PGhkHVjmr?@HCxqjT#f`^x*`orlt)ZuI)`%1MO)ji`mN4DKxD)BkwsI>#s9Cz9Kulvls#5K91)z<+Jn6=Z(itfOsAGS& z3IH5J)xK<{IJQWZR7_VzxXld@HB@vJSJ9kC;@Iq0Gwy6OG{YYEJJi>^JPVND0i%qYv9m1hL}?~GtNCVb4@h8=W09pH4z{O&+;5{BTQGJH zJ_@{>6P=NKWE-m**nf;CYb%9-;_tj;wqN23C$@$^SI);;2nqbrRuG~o^oVYfPHs5z zteLzZy2Y;0`7rCT+eCAp!8|i{fYP9lu_EGT9+;zcXgN0kb>v&InwLZ7mZ&|-+gg&f z$h7Tlplg^|nc&u{d5RL;owPQ(m|^;Z7PX)?#T;N~aHlKd?|P}WOO;~)DuN=J{Bu=z zy*l=RR3l@1f{ef&g zTL*#$b3)ayxJ1STQ!Syt3%-%&?D^I>qV$U|Qc^(VGoOI$g=KERMKWfff5#h2UQ<U`~uaHY6`J$IYB_&6FeL+cmXP&s}DKbvr z=0$Mva&Yj)y^u-$^cqgatl|$B6J1Qsjpf$7io62aMbylv8tGJ1V=)ttxf^vCL`Mn{ ze>b;lMEg-lR<9^*c-}N2CF#_)jg^(P)wMMh3>d4`2FjLio2p2wi1*ePCzi+7N9G%N z=4VzHXGiC8^rZKHf}J+3PDh;*j@)0`+E&*LWI$SpC@N3RP}x{4F<#sah#*46WMMnA zgnqeH=CLOevozj2HnLkzBI9tS2LdkGo*Izp!g`SdkHVd7Oi#~){w!J*votib4sl6n zT?xiaui#g+BoNpGNGdAY>&vQZ*~N)y`a3!Ivt1#r@cW7vn}!xCN7#_T9a)+lS^cEQ zrd^yHY%rKsnSz#soqUaM>`iwnrf0`9R=G4o(>>bPaKc{5xrv(P8dPMlM@$2Ly8prr zt#WJ@td_~j;9BLzO{X)e7R;wwlo7(+T&&2~?&GhmMUS4rt^WKTcC%T{;<-_&+;GSKaKu!+5TeX{WCz0|1Csj4)*^Z^h=SI^9xDu-yyLv{yU^EDI3SXJpK=G zJ+^<(#9!mTuzcMn^A~0!+gHo_H8vX&6DQLboZ=Ush2<-< zzg}24S&5jwq#R6~UtIRD`la#J|67^A`Yeo`M9j<_|FB>nVrTpt8w=YPpNaK}$KnlxJRwAJx0+!3h5 zlLp*j35kKcu(Ut)r9cAf0)^(10WoH2erCbmW)``Lv5rz9O>p>{wy=m&7B4V1xf9ey z4Mtd|8T=;Bzi_~&H)s}p$>DT$g zef8c?7u~j(2ZWv%7S^V_I&GgFI`E&{SKl3HilDG@9xq47YwceO5x8 zqTKyY6&%~CG#`--4lH%Q_Z^p1N z#ph7oE_l%J87E0aYFI|djCG@Bdp2MG9?%7v^yWu!NEx)2bn_^JhPG&)`7PtO<+ z0vQMPdOm3Ya4@2~(*!x|puCNDi)a{08 zWvM-P~igAeSd$xd%PRq|PD0VX5_W-RXkL1)29Y zdukx;_tnvy1+JKK8EVZ8J%JN*$txe zNR1}+SOA4~+&$~@466(BvV$?-wcB1Fak-CQF1k zk3t~ac;qn>+1&H!MG@2$+IQCqKm7r7)WpH#ft}cS_l)KS*$LeUn>J%H61p|z3i1hp zZI&g9b0)m_7#J|&#d_20S@!7u@HM?$?G`&ZAG1hrK5iQwl_elBh@{~X&Om+awajK8 z5z`T7{Bp7_dAdPiI=uew+xYM!0T3-qq3H^Qnn8uy-&3%>t z#}WMb=^q!YUwF?j`=?K0sZXMrn)us-`9jTD%~ecLx6)a)!B!tS?CTTZHGOQ!Mi4%s%%4?)M@iM4_TA~3J2AP9CW514^I$oJB#H5tQ@ZL-Q75q{xhHew zQ&5DceBahd*6BPYI4JN?_-NK?@Q^Q%_^4Q*fA`Ub?$Z)YR(x=H(My^2!Ds-7p)at? zzp5+X`*RJ1pAgO8%j4v}n;m#jlvAUd=9U6{+tScg5a&DPUq%Y$RVl$$u}fq0Xpv`y zv6aH1$66F8UNf8@s2hKbrHDMHZ#f`zt8arTf^!F-d}dSJZqPIM}_OY*Xf zL|cGQAT^NrK<@i1p$G$Bz^MDkbG^gRcgRY0jYV7Vzq#;J_vs4qPJ~~5D;3WLiUye; z;~fjP<()tMvVyzEq6Rrbe&nF;tCF`d7Uck8RY$mxG~EKe*QtbB67piF?sJmQF%WG* zO}=7M4eXciclepA3zU6LU;w^I;8txSYU+n$d)2or1d+#2q}mgM-lImEMpc~^M@-p$ z(9O_QP(__|Z$j-;98nOT>#9Q8NPvyT$B=XVuDLHppbVKw4V*F-y8jC1Cw}V3-mfPq z+FM~Qa@_}z%u9asJ?ef2Kf}{;08xpS*^IfyS0caa3z5qOek870e2Y$7h7K(FdAThL zTJK8kxsyMQoSZu--YHz~sb}h`n0-TVO`y^E8tO9Qu>;tsF9)jH8OkPBvb&^7Pwjx> zW0#ex=T!m-IZVwfLq-;S-zz=h5HHpXj7UPJD<_% z(HkR`-0WSkiISQ0w&)?1k?BO1R6?W%F|e>$CWei!5G>K8bJ+)aB^0fk zM&sGx1M?(al211$JL)ww6o?-KNyQ>R_iRIZZeVpfWzn=sgwTwl^l-8QIjD&(NlPPu z6wWHcP257c1374e@%JQ5g*^K$)))$=kMx%l6a^6saf`S4v(1i1If}j)1`(7_mlD^9 z=0T1(Ie6M*pc)!8o@p2gz7uh?=i^T=(vrj>(D>k!3ycbILLE>fl9x7A3nV`(5zQcHcSL1i<+^rlFP(X5)IZ?%97WsV>~-TWy~wN^0}bxsZgp|RFt<~rg*6l zas`qj+Ph?THS7(+(mh>FsHh!S``kBbgYb)jqa@*E;?`7vVb?Oo1SJDi(f0OWOV$t2Wc4se9=J$&3`;e)n^y`uvkA|yw9 zAg1>80HX-mGH?Wl;x!;OtWSSWlqTcJT=-sEMPS)@#F-{Xrm3aa3&nPTJGUh(?I`v8 z8nE!uWpy0T&ITaB-?;sdVP0$M$l=yRJ&R_kW-o0xg-91mKYKcf7V(%nZm#p%n9wg| z{7nx^z@vA)$sr#qJ%<{I67<+=vE#+Q>aEHm4@$ov@2vnjtV)dsG0r7^6+D>19cBrh zZBKz#aGTDnE^TbPn#nR+tZbpFddox@@5fMlyaDNyFI!Z9!q;Gu6|7dom-rzsHCWMF z(As?u|FTV(&FKZCi`L2UGP-Wpah)(d;>CsN6A9Q`MBk|!^%Q~|543QuE0bCui@T5v~{kJr*8Tr#WW@n%1zd|Gt5##3u_3+FPAqP3B(nPI#C z0UC3M0AGTx-T@Q=yfV{-uFn{Y&<``f*joSrlL_4yVw zTkL%9Se+wksB%FMl%4CmL?N7agk2HTIweRCNqa*uU%-(y>Eroyc>yi3=1)^r)`%`W zSXIq4%VY^y_Zpqa&RYGORjr3y>+oLjkH%5IQBnH6{SP^|pCMyE*lI!nqk9@M z)8%x%N-|vYBia~two{2Jr9dpyM{UZ~g#w9oQ1%Pc@un3pnoL$@xd$asYES+|yhcj1 zI>MfXD?6v^YkwpmDqq@+bq{OUD-zbBFT#e& zHompGSZMw60=>zta3fLO!gP6{ov#x{n}>SxMqgABI(M_IfTB||QcD81P+Yu5-iCm% zB<@Mt(Nhp{B2M=D+A##Gt2LKTu$NvOwP9alqSRs5gWWW=p{Uhq3fm~zbwy?Af8^0x-A{DFX8f6TUup5e?J$}dGij9 zs=qpn3XJ9-4&ebYKQ`fUB|RFmQ5Z%>BDb14u8u?)6u6q@4$4zR$7)!1fVr~)olCyK zcWyVjQ*e9&pTU4<_^i3pTa#`nI&0k9Ftip;~ZyZ~UVSv3|X|jm(hWvc^sHB{k{t zshRhyltFt$&%>p)O3|57fhY%sfF*N7lB-YyCIS$$rGR_1i83Z8x_ zyjP^GfGsNK_GWee=*qQ$av2#&p+zhFGIP|6kR8q$6125_w2Qbq!Zq|2$2JtWV|}nE zF~wJ1UlRSSt(?=i_ga}hZiTk*$+c4_{!IR=f|I;?m3Vc-y8TEHT(d)}GlKVdg=%CQ z-9$WM5Ce@Ap?aBo0Hji$rico}Yf}+KixN7VzpyFVW;D`rgu|Sfpyf%BG`5?ecNV zO)ExMpm<<+=q>E@yUIlH_`7lBAM?69yWk9inBT~wQ#3H-4Os(|sl>+6O4UvNXomhe zI&n*NW`g@t)gcIbn|;ezdJ4Rtu%yfS(=O&TpJiS_z9v)Uau>J?K?PeWdFFC z%UoC&Q3396eXEVqXgwdEn9iWqPIrqcr&8*=`~@jbQRhq=dS21y2P>kLsZE<+po zsroW{W-r6(e$N!GX!T{ir-nW+x{rI3KxG{5>+&XaQQ4%c7=J06Kx~0rGe7O6u$Vf- ziRGP?c{KQDllI&(z(VXShte(JCQi58F@c~WBF>p9*GGgtk3ec(hNDtL3+l))#h8$n zulH&jL~B5^%(no(R+3Lz1xa0^2ShqYbcM0P_e7TDA*0Ud>rNs&_vjdQeH%a@06hjr z)ZBi3M}dK%!Ec!}0R$jxIGI`|U%0g#jf`*sua`)o-N8a=7cH1HC_Q!ARwKvNst{8y z7a@BD+o*1=Aw&Sh`z^|WXQ(+0(=I6E#241eMZtm~TAnF#e}!^Ai<6+s z>T#6&??%;vV#UOKCu=?W>Qtt+{zkHpmE5vANf|!5@}GsSE5Ox))`UF`1YV&co@WsY z5^lU|(92MX=u}bCi!dzNJ!hB>Gv2@fG_Yb=jQs-04D~lDc^H!Xbxr11SNfFN=QG%} zc3HgZ2g3_#;ab+mQ}1kxm1QHPX3B6?z)#tI)gaY!G&8&h$3G>_EWbyq>ffHA1^5a| z85ZkDKTQ^K!3Z!@HoZqTJt8I_-P!TghI4sEhP08GYHLqf_@0Byi zvj)YzFq{GIrbAEMeGHbaXpjdVQSUsAxdQ}^9<#w8yt^b1X@0~3c7|fG6j*TiJBun&A5|ok_?B*K+G`^gE;Gre>Sd zxQ)hIyk;lFWRfl1#{Bv+c9t%sYq?gd?VQB|Tvcr|BPBF=-JsXhbd`>oaFDsI?&(37w>b^*Q)U^>G4-9<#7Dd*)z*=}V*M7Xe+ zsj9k2Ed%>alf6tF3zVN7BEE!B{O?KNJjh^-jI z-wI-qM9i%(f}s=`<97XSKg;u&hV$GHQaTPWOh+#T0#?--TLi)V1Qv5 z5k8BL7tV%`X8(YVJeCLi2{6L(^x?SqDfH+s*ZxLhyaIzcX)rY0N-j%XTX}zV&A^FF zlZ{3}^NS(^Qf(Pegd0suk$-@xvn|6d4OSZQs&>v!x^UFTZ z^nCVWSI*!f95O((d<6Y|J;*@bO=0DVssfdJ~UIR?1?s(6`T^pct{Oi{Hi(+G$P=Q?!yd=+YvQ zb(bRvLKvk78PT4Ou(+7SC<282wV4#VNoNDy8g(AHJN)wKS<~w8mvv6de+;_2fDEz$ zYi}L$$vxo({#;SWLlu*~%_~e-ONsPsP0rYEXoM+@*|RV-Qv~RL>cm0O6S(m$M)BR59FS#Vz&#%o9PrvqJQnQ?dWB5@ip&KWUwZBft<& z5L?)=Ry>_8wbuYr>jN9kM5AiMWWOBO?%f0rhi|msxwv1Gi zm79o3bW5g>qJAvnftP;Mb#DqvTdFb&)pQ7&H)d$6ui5@^W;N;EeGnF)#|KD$x#>x_ zLjn4=btAidb9+?1a#?qJ?w+*yaYW2aPM*=V7MN9`CQkN!=6an{mgD_3#;3!UAW9c_ zc`WB^m5ez7!Qq-`wK7xu>p-zcMdgSt$D<2v_;k*J+g-}{eo7ab{;fIP4BE`pCMfyjUVA4PqHL4_IA_o zQ(CgZ1Y)yXkX}Bxr`15~X`|ZB$0b7jlPT`6ju+#E!KJ+JUe@^SYsl-p%*{Q5Q32f- zFSs64YmH9L_HX*}PhgOU;khz-`{e7e7hJ?F4 zPRiyorytACQeI&WpPy_fVw$TtY-Un8MZfU2;?y_Xprj5{hx%=J-&x4v*5_`!!%ttk z^}R@AuY6WtvcV8c$R(HJ_h4RcmN(;7Y`$?}tMaWhc@bgZtgb9}O|F<)m2K5HxJR^) zx^ClMn6=&UdIW>OKNJqST~DU{xO)-apyw_Ek=e|%_)3ADP5~iYD?Ag3ZlrpOHrfOX zQvUsn$k&WKcX5Cl6_sIzc`Ebco!&k@MBLFm>qJw_j4Ah%kdLA$TCr^7u`AsLP>w@>=}s(rCZEbCH} zbhY-1->6(}Iq{{~q=J8pL(mM@p6yf>ADBc7M`=1VGk2yx;9f| zy0qJ@k#_CF0)FpgQ{(SOmJ*S+G3&pA0+S>T$GL3+GGvOD-Q zPNTz{oYHOqM=-9S7&}VRY4?l@VA6)?v;O#AD~c8F##kazDCpO#M>6nT*&b~-1>z)< zjTKU=RQS8vvmQ-=vJMC8uwam4_lj*TaTC|UBvEB!*vbPgY zcInYzS6o(D#s3Bj)X>p1db}yDoU!1tOj4DgRoyp%RSJq%sN*J{dWw~(CK|*yM}c)Q zj(S4ohy%GMnAV!o%Q|fEhZqKl_s(^C^M}$HF`HSJm~9? z*n$)pDyOr;12wc*!dWVu#R=zG3_x;8W?q6Zg_h|%lVSNES=7-}nifiHL!V!UqT@su3-P+MEbIjC71h1_>zqWe4n%m~A zpIj_1GPd+P2m)eW%XphunzUuJvQ#WJ3~CRsoDb}u{MV^l0N6g3xtuO~NDL(1?H>@2 zSeVLQF;503U|b!x?Yo5Cg6CUF&!)9LaBrO56Wm>=yTJ%o(U%qq8Gaq$gvz;mrk0}R z$xc#X^rKa030<6Q55_aZM&5r^uOv-4fO#hN&bXhlnCCBfCf_E5_U11;fZrymr_NlA zAtCGMU3glq2f8}R*;bbLS(tC{ohJTEK6DwVfUvsc!FMo8CCA8ez+Hu87gon)(Pj&*AA4S*|Z8 zWh?LxQ7qoWY$m&qkg7ccc!Vjw|oy`(-@x%OPBYnfoSy#p^5JyupcZwdI)W#@lcQ-w{=>0NhGJ z%n*jfq>;s+*~pHI79&J>uVFP)He+G*Di(v!Ke~^j*oc!F-H0RWNRf-d&p|=GWaa4k z8ohW`v%Y}M&P_l|H=;_lf_OUyzNT?d<;dxxw2xoK(rSkCj^i=E@9U)m<~3}#WtvCt z&$*qW1M^wK2kiy(WRlXyzrV!2-UreJe|f-dMiZ!~^tCmQc9o-+wXrmOj2BerC&p2! z=C^|n)my>(#qxuOMLBPSebo27ZUj3u6Q&PjPKHDe(5XK|2>2lI%LupUAaQ5b$a?%LN8dLiKi);~wufOeT(%dxOzBkZ#&v+-yFY3WUWGF_PHv0${ zH`cbcny6Tqh`XcrFjP1#ws%U>mPm?q%KYqa_s*G0Xy-?RemTYg%{&SKB0sVmFk~Ps zxlLcK-@jkS8siV?2ASfNC*KL;C?InCiOMhO1Fa!?pPBun`or5npLRc~zr~3ojWn5O z1=bA{jOOJ*1=Xp;#8RcC=lTZ1Y#nhDGVQbIcZTj*ROdc{^QGrbP?mhBa^Rtq)K)Br z3%ZUB2<|O$dGdZk#`qKRxmS+$ertI2rra>6tmw6u%WAu(HyeBKg3@g4rJI3nd@G%A ztK&9dOXA814VW5VA4`{p25p8xVlxGs!K+n8@%fDG=W6c{EiK4VIQ)M5SreXzzCWpj zkzPPUWK9+ULK-@mq_e)?VD{+QB;|v7mK`r zbR5$pjgUrXJt_%x!4Wpews}C)MLRUBj@b$sKOhg_C{$JVH_`2kH6mYTWJ6)&CWM94 zz&6g9H@W=Y*Wr^w=moCx0UOXKwrg(R)t?Qje$_-#5oIIf$5VIZNy6J5qct43nU)O6 zNqgxfdMUJ7WMB26v$WXA$@tFMZknj>K#uj0ruxx5=fOyUprCtoBTih;lY?&OxH}W#{GE z$^bi(s^o4~?6w3Q4VYiFJMrsQtF1zp`Rvw5*Fb4~a1|UuW|{<+F@1#E}rQvSKl+p0z+V>jZ4- zJvYr9val*}8bCa=Pw7fKY+-?0*(L8tV1+Cf?fa$`NhIWW#dfCf<0>!4;eUG^Fp#0F z?$p#Ns9%AA&^yH5)8<&wS{NxKarxzNA%pYykn3`#nJbB6G{co#opESM`Xj^sfq{au z?p~=zR8po-wqH5-Sb~r=dtoGAS7HOWhbs~M;@c3J#-fqgl*!iu*YyVaZ;+|j>PP1) z>q@rOJF*hdXikekue5UWdNc=9e6Fa)i{Fk-VKdS_=rFD8y?R8eRBoCq`AvZ1EK?5c zidl}|#&SjFTqn+=>qBG3R5nq}XKbZly@jkep!&640Ei#oBw?Ps6pzk*O&JX~|2VcJ zK2ampVLq)(KPGccx&})~&`nM-5+{U=B||V4S{^C~H#fMg;V>I8AcZJocQ$RE;G28g z)atQ(z#L35RK5#(!#som50Q7p#+xurA+%1AvcVzZ*!_yy_z6lHw^LzBmOzm%-L!t+ z!v1KAyx0g-5pB=yR~uglJhZX{Eq6vtiZDuv&95RwIM+ggKpD@ot1RZ^dezh0du|1G zv5t7b_x79nm7T%?Pb?>h6Ygr*z7YCTnQA)u4~*`PiwO(P&(cz5-0K|)q^)G`+$DRv z?5X}XAkU+M!z4b@K6?imuLQ=_bay`za@`V<@19~q#v;k3N$=)a1=G|kz7ZI}6Ujov zNu}}{>4n}3me)-~%+9T3M13WcMDgg+D<^GdAHB|XTx`SCXZ1B7KqYDJTF>|74u|?i zO^F)UZ9h1KMptQfLX8EDWR#Mj!1l%(z@xWI@pQ!x%RzNgQq;&}MdPFC@IHy}~c&52sIoU!!sBKuC}p;X1oTUGWGqhtWf#@{Wh3s-@} z{~JBJln;zby1s>cBuzm4SL2w)Rec(6HXbCh>KF$2!5Y9I*H)HZ(a5T$dGI{|9|2n@=Ej?F6I;3N< zm#V9Hbftb3p`08YEX$JwOF0pNZ(8A3hNf;#Sor;>_PDTLH#0W#v13yW0%<{Mh#*^Jb*3Uw*TTOp+CS3O>~vzarYrd22Njri@NZ7K*EvPVphC6x2weAS|+I)5#iu8GV25 z3Ii>EU;e=UUU#Lkt3Wm(?(kzmWl0Lt0SihiN^|;fY zHc(4ueY!YM8(CZ{B=biO=)7+I(Qk^m=$8HkKalD1Mnoz3resVBvGVE7F3q6PvxycV ze{+_|7|NvNdZ)MP(uW%hm^0o3?JHx(C)*p(gpH_h(JiKf>asqJ7IXYVW=IdmaHZ6* z9oxZ??QL|IV6U5jG{)_SV)uOGB-+j7nzG8cNm`5Vs*^b1BJZ{rs}SSkJ?^rt)-Lki z%6ri{;2BmhtHbQ26mlg8d64^6#t;?Yz(K=9Nnw$Dy5v`j3&WDZ&hA>&D$4+iT<=LI z{VSD2xe8_X>B^5PtoSWL5>VdF=q8u-tXyYNyI!q(qXaMsNm%qiN~Dcp%Hae`Qz=8o zdi=jJ3mpF>vv4*jlUFTvci$fT8osug#f9FgMkzI|P<$rKt5u|lfHoKa%usN2sCc13vcMp7y!n3VIVBW^08{LL7EXeBVK_oxX^Uq zTo~uhNkT0_ozidGe~N2!9t>~i->m7!r;K=44y}GO&Z9)h#id6L!q7*C(RDV-%wMJv zGsvVZmlzb`rDv%=t$V6UcK07^H&zmZ-h`>^p)LtPs{4$8qljLCTu2#ta^ zRxVQ!Fy2c=Qt+n;*4trg6kdG0A6O;e);iO%aLLNSEiYF+$;;4hrCj^#`Gkkf=G25a?OJ>FFL|3l z0$uMfYy@0)zS9f5FfnlqKn%tve@o6|=MTP1#PgzzCVH*QZ?k&d01PcHy!i&K@|tGAjl3l1*AYr)OPn8>%CXFj2}pw)2EOFK$o z^zKvi{r8(&Dcj!o1kb(QV_N}G3wc|F_m|hh$d^kysGsZ~xWM!VGWhPGG&QsgBnoia z6}>W;xUX!oM6$#HI&oVS22>tQ&l;4J zKr_t$dYM0APOPytoL(im^(#z`0GoQOER(Y)w>INekdg9+X!*Z&j6`RI#g~I$a2PMy*&OEV!D2#4a z85C1)dkiKMm9cKrP_4;`BYoD&RI3_ktzr;Xe^8<6U^>Oa8*!w}rowzDV}-`4vfQ*? z?+_fBAe?0=!OA$QWMbPsXjChZt~!LT0){F!T1+>>T5=&ut9)$x%8C|;Yns`VCFyou zU6O{Y-SARqs1*{R;w^(!@kCL!g`rwXG&p*|60{RtK~u16_+?}%1lwd3@m#Q+z`~7| zl^#yI6cI!vEn5#`96`846ZVoCVnxRd)gSL^M_=iY}3oU#W`V^%NW{09)vzn_apOmIq z8NCt+ynon*9~$jk!C%t;J`*7X0_G4+Z-0T*8$uJtu{;ehR!7tZ`-LOwVPnI;P0BMf4BI5!1pi&4ir69>EJ`J#=V8o5-B)8A;OEDv{Pq z{Eysrr~$YdQQ+7ngiEB{&`iPhSvlQcoASD8VM$s|t{h^7B}5Ogdnx^M#kh{7n=`OB zxI|vUZ&EV4SSqy&E8|{pbD+lpg&)jQ&HP(h?eNnaD!37aku;Xe_B;Ans1zf2IkjVb zI$?rr0%MSAN_c^gUYD<0kqRTek-JQSPtoY3MhqyUcAC0heC`Onq1JP?>-LDJ>_O=g z&E$UW+O$v1Xv~1YA)IM2?Nn?Go2b~-I+>$o5^V^TLjMoSWgP9(ah_9hQIU2P%xRgH z4Lg^jNyDKbOC56lp{G&1p3X>y@CKh$(;74NV6Gm-1oFXS5m0EbnHDSfo}oi`o+kUsO!L3Ml63 z1Wjgc>&1yem0S|cmAU+@fKV?twd9E*q?1N2b~N<}Zel5vsPY>_Kfn!?3#{f>sC72# zwa)aKTKU^Z*W98?sh5mr`CjdV95KAkI^?%N-2D}&?dIu3z}|&-4XnTo%_@k2z!7=D z`f^UN-QN}oT6)VGz`3NN+n(J$0jmPr|4w}J9|ZsZR%P(NGyhqc{_*tx$Me5dnHm1+ zOaAj4|JjV4f%!kG|7Wf~D+?V8qltkHER=ip4G*NV zj=Ia+-(OZ{EXkq;t}N4MapD=G7}FIb=~U~9L~G5)Rz)1jfd=tK4J@80F6LHi^P2Lap-MMC9$alHP;ucmd9P}oyviS)60=y0XW<@7i!`XGP!00o$mpy9;T`@YV=2fl8H zQMir>lb=1~m(&|{<;qKk7$Yw8%B=@@J}S~;&XX}yqZ0r)SzCPlP%-AaPa2aQ|D@u> z2dSh^b35(=AB4xH+x_T^pYubfyjN}c5r6(!tZnl#?Qr?HQ*rnKUuVbXh=+r;fmb;341WqpeW_TxnrzUT!3MjOAop!Rl)wBk+O~~qR1-y{E4Fzx@Y!R4v z0-AFeMBMis9N2`><=q(~2yAa0^zjoFBqbyzisv^C)IFJ1luh{ZzyNHJAv} zfdk)___gtH_CK15CWaSW)6U^mcO?D)xP9HA%0l?6(W+D07V~(Z;N*Z;wQu~YzA^Pd z!`mj`Lc6!;8-8Z*9WZv5&El7a_O)}a+6v9ISF@`M*UrKZ6gRaoKsQLRY+Fe49&h1p~YU08B z-%Cd=3Vv#4dkU{h9-?%fd5_r_)9O^EgBJh8t09&VD z*9h@?xJ{_E$GP*Z794gv>XEG+1lsL7miiUj_t#<7Fgw;zDS$Z)Ue6cq&P*}R-r&dQ{f6e82E9b2osL%?Fi+}imrrlK-#_pw z>NMoRo_2}d%-TyR*Y|P)R9g@L9na77fGLER*)5K$i_kKGHo$elCXxD5O zfinO;8x!nFZP=}St$ld)IZ9@obXeHF&fi4w8sT)1L0S;I(?HnBaexsNH40U)ZNEinP#F^I34LJqJoq*KfGwWgd{^pCne8zwfHwGs#J7Y z*tZv8&W;FSU1psYc^)a5SbxncV4Ht1^R`V>Hu+D}W;Ml`G5l=K9Ug@2b7Ar7gqTJk z7>7JZZ9w+f#miH-E=w|MVCBJ+P)+o}S;Uy_f)!O!EIv0=RKg$P5I&=kk-o>BK2SdmGJKG&r z4P9_DvVY(0y}llg(CKM^2_^M`VtwrnUhT~kqmVH4SMvR#bn4}TkfbOIu*N}PNzEw& zBDH})Wk74vsN_@?CRy_OWH6oG!-q-F9*qjBhEEXQ0At2U?vMi73q2lnT=#jjIZ|(i-r0S<~nP z_^iZ{d1Z~c!KP?L(632qOa_p&os`MfEUC%ZnyW+DlYr$#R!S@dbqjOJDk~igk9z*-+Ll!T)};^7r*IG$VicqF_A=vGR10EPltNO>S?Vk%GT*2KA)QE zl1IoMI7uVb{JejZy~V`<_EIxZT&Pf0=)TE3PH#}*u){M%udsffF3`E0q5x%8XC4KM zR9iMLe^Zk zt3}JpoIX2~!qZ=VG=Fr*>o>Y5qga!Ez9@VRo zZu#^IMOkhOSH13(T3qeut$9m+Iqi%r-s~#Q`7s-HzJi(t#LAJlFr#){$J$9x&HC=n za{Z9nb@N)Y)@#?$&Cdd^p;f(0ozL5VP~Vk;YE4mVp_n?0dU+LH)9SxyicM_in64|} zo|M2>fwHbOt3RCvU}E3rR;Vm>m!-v(6l)h`+<7;8QZ>i=7Da`OWM8ijA%FT<<@5|} zd57GMQYCv|sPC5%l0%gbk5fP{3+6BTuS{rNvWaM zj`g;)HSDuMPk*aj9*~-~cIa!4{e|+^@yPdVnlEh3*2=`;4%56L9f+4s*vrIp8+~(6 zSNF~Z%Y2*trORf=%M;hi;a9SG4q?=1ue4qKBe%dHb|*MAD~yZl`z?_-4>9@ovV3pURV-S*JnkvQJ1aW2a`tSGk6gkjDH zlF?r|GP|)!t9vS*5Y0%u)?l_u-w=D}$z?jqPh^7UkS%@DISV z{5$nxaFlD_s31ihb)Gkl+DN4GO=FAE9)vi`eoQS7afJ!$wHc>QqB|YE5c%AjKFR&* zj1&4_3U0~(K_*aoC%=$x==+|m-i8O*bP^BA`gD?Mj&+&RUgy*4v~utDwC-@9n`;|| z2=!0(HyShIschG+?3(>gPHjX|6v;7q@g;7whwQXc>BS_Juky9j?3+fE3*Uc3T7|liR8l)4dVe57eWwd%SbwW}UDaB#~MG@w` z#}#D#ShTF58YVAb&ie@6vCwVUpeF7rnJ&*SF4^qXN+-{~UWqi$7B_3-IjvfEkTW*n z$4=%c@F6V1Jfz39jBy!A(+QFEil7XW$mK;TPUtc3Py?=xlnEVKhTmN}r*C@+lxkvp zPxL7)VBlWBzGPO*K0eNm7c2F-6!sRjl)a~pxt*bSr$*Q+g*e0LtA{JgM!scs%oof| zo`S54-cqq{iZ924tv`k#N@1}z6cd>r)GlW)*AtQ$@e#iM#lkNk1r-`wT9HT4#yU?P;<$# zs=ba%-J@$lkZ6>SmBr%;Z@GrFIrcX=8?P7*?6TLDH^{)K!nYN;uwKAqQGG?7jV*^Z z1)spY+_FA~7Xe~v13gu>rDa`1!%t;uPGx5bbm*R9Xho5ciY+zlxdqS=CTLj2%Q_Rq z)k4*QxTLKA%wn}xC1bcJE*T&5x(p558oGK%bbO zl6Au*!0!V&1Mh^I=y6R-lRs3pH=<38K8Ku7jvA>j@ryau7dq^RkErM=FE%(eTD1@B zs5=zaJlW@HvZ(B`Ep|!oox5J$CZCD+#T|Cbtw%gzwO-!C*kZQVj2}qJ%U*}REmEg3 ze9$KE?Q52+HAFKI&TE= z@%GMNz?`I{kkYa>wExQux1C4xv?(3ERFX7Zo0LCLwucH~vgKW~@OG@T;n_HoX=x#= zuH2+b+Oe%H{6&ZvNdr2%s>acW;!H&`4)+p?rOyDXOHvfOnpxDTkA85;`&V*3{lPJE zN^q-ZZUa20?mnIXqL;;oK3;n;L_=B(sN8-25T?X0!B^fZQA;^>s$3-B`)FKx94MSR_1mu!L)EMw;$!%zFB_UCzy%Sp8Ao1Ct z==#|}34g=(5Vj+lhW5bGU%R=kJmL`Cci1g4d%N><^*AQh3Tvu$|BN6njk?N)yAjv0 zH71c{8hAUfUeTOTX{1#t?|GOcJ>^dM_5gYk`nZxFLA~%&3n9UDIY_-jteJ7Wuo}+0 z-mG&2fe|xv*xkONsvVxmqJjm>nGs5K+q*rtznW~G8B6_Z7-2j8T^kwtnGfz#E56aP zy>~?8Lf|7$@v_Lyw|z~wL=PuLVWOlMc?#7uTY3kL`f@~7yKP57r=ChRwQK?h+qk`_ zMtu5^l>MifZ_2v=75}zQQ6AS6Bu!wTk)u+#AbF++T7HbJpi@iIk=69qL-&4BAK!HU z`&D4l4$99S_}vlCF+K?Am;jt}e89DzvOQ>f&lZ^fxa;HZR{!0TKI$ghK(@W0`%me; zP4J!acvT`{{Mv^VKopGLIt-K>+U#$WID5Y)<}4+@udut)hvtcs_C6?> zzN(&LZzE`}l7edGsES_)C>`^A=_PmNon1g)tx)eBm;IdV0lqE3R2!J3Je;q(e-Ayj zq}i+ARz}#$uSb|~SWcP)9LRfm^wXbEw~2OulMOzPc`*6$cA&kJJ^CXl4xqh62ULub zK5W3xH}8;Q-BIX%f!9fQM2~cw1P9p3*ScqR4nq7qz0=xB4nSx>%~4JT$QPzrVeDUJ zO!WSYn0_6)Cl3cVe$+ zoah-4o?idHoF9708zp9&kx{WtcZNhM@gzvaOBSTU@VPab#t2$U2QCku1j&C<@pBUI?lRX8;a~CfHM~q^r^H829Q;kf6do*12y%=8h6@)G zL@~@b^3w$JTqfmy3OKoOB*n8qO5knnmA!jMZ{g7yJgFBhL^v@aWrm0ow+0P$Rw^)N zn3+dz;nJ;i}u#+;a5-iBFMQX}p6`LHo9E83#)FiKAdPrSeLVpR{ z+{J(2dk?n8Mz}jiM>|7Dzr2JG@6+4O+{?@Sy8YZC@;--a3nU%#{mRE^#R{i25|W-O zB)Dh`UkV>SG+3C95QP)QUr^EF$Vi=v|A9ISMGF>;XmZnd@N&iBclSO^1}vo$ffC1x3u-Dlh$b5{Hrepp@Z*G}D4$A`t%Y-x@obJoRvP zLe{juF`-wa7Q5OEF_A%fxXg8PTkorvDHQ6WL7;5p7a*5OOVAPqVyo zO?pO7`$0CpJ9N)YDl*QIL^EsGj*f0pB@hwKIv4cnTIGpegJ5U@W7e*%hE4uMl_+qlnYQ$W@nERy;P>e$S_+i>5)cg@5F|-390Uj$FTlhfJTN1?0DnMY>mZ{sv~!@y1>(eh)2=LzE7z~ZnXDYSB#WgrQ`az;&X^l(?6QrE(j?E&Qirmg)+J|dIo>3huB?Y!mYjxjzu6w1 zAYJmMS-we5Czs!+-?Imw-`_l^IuHSXet&$VW!y`c=kb!VAC&yrkj>o#|F(nSx4bN1 zf`9vn85MGr{7kmbANUpkqM{-Mh4jR07mPuzsK=Cx4|zfETMb!YR}v>FJ3~9W_x*IL zuE+<5;A*xS2j=4U#uV)JFGAg@riyX$c~gTOXe+fTamABs+IqlE8^CMw>_}-Kz3&kz zynhd@z}Hy9{zp5RP;bC1-?eCO1L^3;9hhP25~mG6P)|4y!0rSMp5dD|E_q+arQBYs*hn7;;Ilg==vahb z+7G<*qDS*D)8<`&-cTtK+an+HJ{YX=5y#+4M*lF0UDPpJN3a?~YVgAf{vbe?FuMm1 zRyc5rCYEBdNDqM`Ku%++5?2>ItWi{{dWfI?3KI!Q9MFdg+_ldE=O~H@Ats;fj?FMa^N!xX5UW^dmF!{3W z2S4R7P>VJS{s8D>mi+;FkZBuFdAuY?C!KhHjI-dCa9mC(5?wd=7yn9TSi#BC^B!&2 zNm=3d;qPa3p=V0@UQKT#?cf#?Ply}zaUmJ<MBB8}V2(3rnp-K{i^eE(SAwsbuv1nRejE=oi=L>tA`h3JL&=L z6gQA=^hwO?2s-8El){qE3%e!_jc(4{jDl(BN`B@MuZtUh%rz^I-B`w@k@Y%Z0v;HA zV`I{2@w4k|qaKGvpl692JV^NF7C~n3gSm!~y}`2g@mv?%!Ok1caWMIrdc6y_I=$J%HU5}N)SreIFe1U#Gst(v53XenvMHl9FB zORth17qr$5#@IjsZJ~mzf_etdP^i7?kfMvVUj!CSPol&!iDMpSpO3b@)CTms!xPbF z*$*+19ikFJv>Zo{^Xa3)f4rt*5f;6wR*0tTt2&m}%~%*p71YhB4v@4LPRy^+1qs0q zxtcnAXD~2L9aCdW1D%HwVgxNwnALp}WOc)D1ftcscIOUWA?euxew|1Hqqgr94m!E# zo)dyU79gBzay>^IMfa>)xlv^2PkM({(JvHd`b~+xSEYF|gd#$O-_cH)~f%Vvizpn%IB^$9V6zVxHj9=d0gmGUj zEAyC66vwED3RcQMvFx~zI8t%qnE{MJm{VC*#eV6nil=nKfWZ5JiK_~?)7RRaQL!MM zIFj~5jl{+1PVy_4PBVJ+WAF4N^BHb`q4#|%`^t^^^>V!xUV|aW8yuHm#^|7)u3sl~ zI_bjm*Cl@9uc-k4RjWr!JTI||{%5qQe$oOtSM*KsL;*4`5peWdR9U91(p^>=9UROh z?Z)Cgb}cZOq}8~)N_+CpjaeRP(%T`)0o3gyNUc_n^iPs^Frric zA=W1h7~4O~B~uADE&nb?;0J8A^dwX|PKq=4x*};nCU^K$&JdokM+GV%z!K}^$PPMS zQg5`~nkx1*?zfLEQ2ijt55gWYW7U=UbwQqCMOy?YXqh@39B1Co_PR@fTw`l^S7V9T z2k$fckgEEE;=(Pvx+y+~>Nh9y?-dj9#ZgKRIGjvR-Dyb(~R$A-dU-uPpUw?0n@7%zeg^hh;rVxnE z8^Dt-I_9^e1fwl0+R81X@!~;T!}Vn0f2>Bh2*Z0QXqfR8O%s~6(|D!jX6Uc)S>s+G z`wC%dH9Ql-YyO>mYvv!>55%yt`~kIvn*`88kv z97@;kcb>6=1zk&Ns43r<3g#_$Z*|Cl_ za?N=c-p zf6gFS^hR7XwA8|lOwo*3VVhZ2{!=^~t~OUG5!1hkO!?Ni#|cnFA)+W@_i|)~YDq&^z*L zEMKr@Og_!9nu5AHHky;L>gXt^`rEl?Xf;LGuB|LylP5QPRAsuC=FVTRZ#N=z*+t z0MDgtK@Yq+_$O=Ht?kH0w7ckB8~X6(v)E2GB!#lNJ`8bO7)Uf5U}}f=irkcQ&hV%d zd8vTahMz&xwr%r@+uXuMu~e_A(4|W@mZzwqp}D2($PH9U$H?Etkc3fBVVCq=62-WLGMxRG14eG}XDVTQdglg=D!$|`9_}1*8;mF=;VH{1W zwELmEiXZa2yl==lf*0OpXL|7XxLr@n01qP5<@RCKlTJb;m}i zW=|W%nhG%V^JmS9QF^4VBiz$EwCD$bTFub9>l^M9V^;p~lFc=Sa}eN;)SO8JwHUgl z+IkX&!LA{~kXmKt7D?VBtSl|_r+96G)WyL~qM{c83!kE3c_~S%bvp-lyVqz9C>d7M z$F-A}R~$lOX>G%)nN6#4w=d?XMm;AqjY@hbud3+~QP4^CZp~`HMki8G`0}|%Du0G9 zBOiHpdFR{JozLIupV>JTUB#=fLven7)ytz7(ThIU%1npqv^(Xy+ts|E$T=El3;o}_ zLXPUcWrzcI6b`Cr_qfNPs%Q_0-=wOk_pA;zabQ~eZz`Hmcl~{(lUy9YztxkN??0xh zCcMT;aH_L`hD`aBUgM-lN+!UDUwB@1@z3j?^6gcVAW|c4s+#`R6@n?E=4k>cr1mv$ z3j$J>>L#=*(qyWu1F#p7RA&DA)ruy(C>BVS*`TnQq^i5bN;7S$8vwpH_^u;|Q4#mk z){$(>D{CF=X28GCOS1~rN~HlK#!|5)7JklDso`Tt1IajrD@_$D-6L1LZnxRwtd2LXub{lq3E~#DXB3Sy+Dx9uF#JW~N*$n5VY@QK}r?n~!5l&tqsI zIa9IW%aRT{E;1u!=N0YXZH7hS`Xp*aPZ>3}^Sy}@u;p-}%h(HyOUIHqgnXDooEb}l zeS%-u>%>y!fTzIGbqe0%}zw#1vR%lLBN)3l|zwpra+7-OUg6x zoJEkDb`SLgU6SMppg@r)tQ_+c#Y}+~J@3o{+`w-ahH(M^1w`lFagyu5mXyK6(PYf(LEp>7#kkUDA3J|tR0WMVDB7CXSjU9 zGaDQr=Mz{7-sd-BzeX58$E@mu97FyH4_@co~ckn+1Y-0uU>A$bm`Z zUiN-N0i|p%yWf4yJZ?kStn&1sTy6(Qzv|TO`M$T6yussb3}WN;5qXB73MHzG z2SQWc^kO(iF~%LtEP{ci6>M(E@NaT1P&&e~SIRbqHOvTe0&!`GV*};l)IN*i_(U*7 zW*)3&ybc@o2cu+$xjIH&tg9`WZ*+lF(X{(1aV5t?{ zqJ6nen*yyaJ2CFG`>0}82puyHQ)0W|ADub&!Bdpa5Id(iB(oDdSmL-(7Kw8w2Z-r{ zUktJM+o8vPuZrP&DH^hceyfEw^+t-OT{TH(F8m<&b&A{cIono%w+TlSF$N-GjQXSQ zUC3?^6uymp%`d|6_}tN0k!AA?mR%p=zI4>Bdbth43;}O|&GmfNwwf<-NQ{`XO?_)m z*;0ro1D2;gtPqqiQgGSG7I7jv>OS>My2&@EO(L~--YK79^G^0nuuo*#M^0B z9SsfA$)KY%?!+yc0 zz-<@)J5=O9+;IQT+%;xahW|H;;gdKQ8T3!;a>pkcyCck~ScN8XZV8R|3UBoWXwBpr z!WwE0-}{#gbE|}xCI3EQPp0?$T~t-AF)RGH0$guMWK#|b_Q-w#XB=`i=XpIeJXRjM zgZ&QsIhWcZgU>!{eQaWmoogg*DT0Q6igcjB_E9Ci)8#J2#P6Y=td z6LCIM%r3^$&Xb^*T3dba+HI+ujrBL;sM;SS7IX4mu)iD&t~0^xp2<>8t}#fn16+yc zx=h2x@23A1zfI9r}E!^dFZ1u|=Oezq;MZ(l0xwZcF7pYSolr8=+IOo_SufeWn5{xu$Ur z|A}CZ@V{Fsmj7Q%#mUa_zt9YsSvdcTBk+wkq&M%xQ{{d zR!Bs))&|)1bugNs0VBy)6X{fp2{y9yc2bbSY*qngwN}xzeX8lAE&r`U$<{P>_Qj@!3snGaGF}1 z&{0`GSHVbx-N>F^o7`$H-3|xf2EknV{;#%K+V{1+?T+|DPH+NWyj$gY?7k+mRS>kN z`G1x2+V*-rPDOZyEc6IE+xA#@)%nh|;E(piC@yLN!~V?iy@n0>djZ})0-n$7hWmlM zrwDO-_22A$m`hJG&;PIoD+SWU$#Qgk&hP|Rav?6B?+nV-Z5Gi7IhYgg-rPf+b)AAd{*95zC~A8xcGx=^vCgbOZ$KB;)o`yv}p_W1ukdtrz( z)8E1d7AX|KGE@OHFet}CF(NwJ9O{`H3_El^;7SB6M2l8%r73)mKqtans+0zcze8Xe>8mdz$RbYV0#fD*TRIl`^_M^pteJd~ zE8OD`{QizgZ@luWzx|@q&jy0=yWt_9Q~0FnCAj+T-WM2!GZM1N$NTpmxwt`N45Hcle(4Xah;+&Cd0_c;t?*yDSF$R=_%iFnTTrt{}x z|0Xc~=gYnKR(Z^S-T3rB(|X3+qK>tDRs7TWIG@RQnhs#YgAzm33RcWa5v%+F}5r{x(3p!!5Eq&qL`!F;gvP<`p0 z@xbSNoNv3CAikRnDAIPP5>6h0n)nU;MoRK!;;(5u;s1hj#qkYl<);NM*|V`7nY3f5 zAH=jH+l|2Sgp(sQviN-LdcocFIqboD^}UBoT)oL$_u8(#&o(R|_Q`J_yuftn3J1*w z{P2bCtWrN)@2&Q@NT;NzC^Hh1#?r^bO|lX!Z7pKfunSd_=?Z8qnqh4U#U>si;|tdU2K+)X zbjsgLWDKzoRrG2?WogI^>@iJRSiS(*res~jtGlhM2nc&(jX@(k|<#?6suOs}}9Xpl1*(m1og%a-%PT$JXL z3?heJjvio^XS9sWbHF;ZPKJ)L2gCh>DFc>qjrXqCEG&vp-_+)CxOt z7)6=4F4`%(KUT>mJ^B|_LuMogM0SxC{Tgr#LK}*3pM1yha4c{KxM7fub# zWx(-uj2Lx31Ltz;AC7Uf9*}h)gqQ(a4V%d9VgX10Iv9b~%h2GdlTEgl{?`7h z56|3AEq@6zF>?}HYJ^0DBS#3L>9V}-{4Ji9n#qjY0{l2lAvNVn0!?kRde*?gLj3Y; z2JnpM69$RoF`IaPj!Ozd9#J{s^fe&G6hYG`!O|jSSNNPgiBeM$95UG;yiC`LR`clb zs+8lDbgBz+aefC*K^Hgj@PZOf8dP;9fXn{KH1TpGUdNy*2ZfyC zn|SgIWH_k6h;7WWLHZV<*lWgwElbktm1M*WK}m3u!C@UKCU;Kd@$BNbRBx;bsD>S^ zPesLyiS*(`!_otjtDI2bY-7$M?}T(ht=ly9lI~j^%mKiv4Z0bnNzCl9XsC>>)_`2L z)_zL{Ox5@?0Ur%j@A@5>EQl4GKI0WKO78gb;TJL$ct#R+1uQ6{B`g_$z!DQJWaE6y znv7gS1huTxB=KyE50oI)_!~*4#jz`b1#oL#SBoMr>Y@`&>hT2$NnBiUA8sinW$`ki zpr*z63E0?-6N=RRa!xKjvDIQKLrGRlXc2JK<%Uz)+%~#>inOn^a>L@u%mN~ z39*h#>Lx={a8}7%OGA=LS*2Y6T^(%#0i`V!Hz3V|&TW!&d9Vd4!Eq@~srngPgp!nc zwI#gG;FD6KLkZidg+YHjd;L@)ZRjA+_|p>@NNB#YgOESVI0LEC0FG9U#T;p2CmTx6 zu^BZARsXhq{&JGGo}`vX%B87^Pe%9gQhP>FDFtKWLRKM)q!rZFKFqWUg})J99k`RK zqSt9)`8=G8tbuB6bUp!ujGQV#e$267;*b0gAj-lJX(O1a8whzn{{GebR9v~)+vt+* z#?-?C`9*SCP$^q^4e1$rBl}1K00qFWTy}yJ9IxCkMyP8-3C0$8+PWU9BqW}bvF)&} zkF(^Ili7=_vz!2Z!!l-L5(py?YKNGk8N!mHEy*aa=|?`dVE31()NPb$uG=7I721#m zG~2(lwMzHEn%NRbIskCIGJ<&?5q+c6LCwmT?AQa?{^GL-sAeHgOs0uD%zAKp&Kznc zs+xPffAKYfrK(b@FxHRuZXoV@c_6}oe3*JHfnVhwCydB9LAp8_)JBM~uLFn4_u1GHStIVO@vEW z5dE%L3<>NNvN=d3!W{HT*)ZdjVxu$T!EVhLrF2QbS@u-l&SW0Ck&az-gR&sD#Yo}x z(3^BqF(R0|L?c+<Bt7Jt9cPkaqM? z*sZkC*qzX#L#u;9p|l|e!s>$Se`qK1brPS83s}SLvXzGo6M)OLdwG7`yiB$-b%!2)V7x=OD2!9r4(! z*+O7jG!2Af9;yve7_I9u@Y!{y@>r{nheEC1gF;cg3kp07%*(Yf*i^6vLr+2_g-3uE z6nY7)DYWfZ6*4_m6%sMoP|WyjHPlG3pdM=(kIy1POQc&d9sSi`zoR|0Wi`=+(YXC~ z)sDWcV7{TsG02Bsy3P0cxo)Cyrrot%91{_JytA$btzLO zu#>1>u#;*$t-MQYiwYAr#s_Me$WqCzm(?uUDydSik*l$)79*=2QZ8d?qAP2nRpT_G zL<8iHxD~=WK9Z@nS8-I@Y#|SU2eMs(4q6Dyc@RXfyIP&)47{`c*_*c&g0jvGaBp(w z86v72kW4Jwo@XDfZ&kC7M^BqFCqmau+B9K~p@6V|5HzVIjG8!i;Mt@TmplGOCv-?C z3PVZ3{W5&>edSR=7TkY~<8tBr#1P?%#aN2Nu>|Ur<1>T; ze9jYmG9oFUBPoLac`mvF_!46QU={j|oH@sk1G)s|*5QU@&H7OpF`XRma@ezfxkxjNzaq#>Z z2)aQ@nU0vC1#%MgQin#K0>D5{TBeRhyOm%pGdVFyOHE5pDVLR0se+Ld&C%9f*xg;t zvX)$uZ4?<@o-BpxMaDwkRZhX()y~lzsq1l|y*{9-uAb6nbGd%Y`x-*OyQZa`FhZI6 zkD}{p;Oa`)ad+11a&XjI@ZBByc$qr88UfrDrgc+tddl?JlZQ3?ARh>>A`!$y^MEB+ zqe2v)QZyJCof1MSNl*fx_6OO@SUI{H>-R$RyX%aczSrZ(>D{YOY1#Xc2oL_o?0NbH z!qr+z@gtHc%{wVPWgFh{K*T3;!7$p*R_Ije5nD|Cy_-mTA;3M^c45@4kc5?bR@fog z$ib2HzG`aHbW$p*N${!JSs4&GRAE+9R+^fUu8u8Gf!@2=K0G`bPt_C8 zy3ci&cAM|px^Ufv{3W~}NJrOq%i8_ppScX-*q+obzTUI>F?}xA=W%S{d?y4#QK0i` zL8thi4$k}%TrwJz|%-Lk%>2PF6+4_vU5A^QmpSob*XVddGe3_oMp|_tk zeuZTm$excnewdz*6)#tB22^i-kQs=ZA^~nhOd3x%y4;nEWC=)`WkfW|iIkAxyIzud z3OY%qiMf5uZ&%`<1!-k!Vbr36!j#BN=)0yTK92;i!@;uZ!zH-Gnt^+dSH)MGW&~O> zG3iC`m~yrZqy#!uQY@x~R0aYZD(WPu>EX~0lIlk4Qea3T3qoe{iDrok9gtL-qj1HC zzqsse{J~GXU0z+p_SL@|38z`xsb8us%CfKElfw9YdpXt_>z!}?Or|d)ZhQB$U20}* zH%@vu9aSDv$E~b&ja#8u>_OJzLuVZ*jj0KMwDsp_6)jYX5h5XCG6uwjg3sv69cUE- zHzY)ISP|Al(ImxGl(aD$C!K8+w?D|F@Lr?6y*mzVd@Y zwy!WTz9v4y^!!s3BY+}RPr!5bUY6$?TcZn zusf-3#(742KUYa3PUNw_hGVHO(YHzHc2@Pf$L9S;Hp29LAJ4ew+eW}Cm>bU<*=u%_9iP*cPGrzE;*Um7qVZ7yOuy`u!B8zQn z;b+=lW~8#tdk4DJu<7+^_a$leo0AMRRAM?UW)k{iQR_ir{u3c7PH>KUm z*38ssCs>JZZ2QWcz4hwqyuG>YG>hW6-aL5i4BL4hv1+R^wbK<~x>8(^*#-D26Ea=7 z&@7P}hFHuB%?zyN(>Fd4#FC(zNkQ9LIQoe5ekj|_7`j`47hdvJY&I8o3!=OC7T+xHWHV2Mo9!!R~_l~ElA%|Z*aB%?I6W` zzdr`|gEy?DCo);Xs%`Iqdg zb?gtUadBy4rR;=jA&(96-M#mXsm)Hv^A&_m4VF3^IKH(NWOaT+KZMPm7Eu@O8knUn zhQV+AXqsx3R(iC|QB|@>Agxac7yi35=KOPfsH7o7$jx8YAtLs8yyOYrcm+6>+qyj6ea*P}*NVpdQ?zEU#%f1*O%nccadaSqoZAY)0FJ6Unt4qiY#p zL)X&0Y4k$G7XR1fZ9%6%QiZLyz}ecOP+2Tu7($IyBJCY`-KD|n=k*mp^37}?@9$qR z`|ESTEgO_MY|yI(Vp2J#^COa(wr0o5F$)-9?Vd1?lKG`o7V#rCy#D+?uzl&x)y?s2 z2(5k=8hb}CltX{b|Ll*LS9Ylt&39Z+|*?Mo=*$%t~Vi^k; z`6)hnUL+Wo%FKU9Mdu}{in{7v=%ugW@0_3HXMUeAi6GKmooDmYd?%O23`?NyyYY0#e-CcwERJ^-)xq#AQ2z-ODU3GMW!AO|CUTIIXV8o z$#AeBA4$+0wr6$*R(RrDZkb*CRo2BS7-}Uj_UOy*dUf~$8 z$3WQr{B&s8g3cS_i|Ze3x2;1h6?D#G1=_ONa?8Bt)DvrHGz`cl1p)I6{@YiN*Kvmz zSM)1p>_qh0LB=cosh9`;KieExjR$!L)Z4f2oICzSk4E?D;4@SL+xuR;kH6s6lIMi} zSYGhcz+;j%Q3|S3GU;@3nAWNQ^!17~&Xd>;hy|b0Bp{MK-X#~%Xqf3s==tajCBLeG zO^(QnVk8J&4hMLyh z<-Qva^t@}P9~@m>=51vb)_sUb3WG!CT7%E^lj+8C^(DX8-Jj_;$8L3XA6w&dqJxJ5 zJF`34mlY&LMvDpVItMFQJ?MAk+MYD~Z6$T`uS2z9QD~xN0L$MthjN;s z6s*t<+7VS>?EG{E99oF5rHRk40_@y?Nh=$yCT;9bKz8($**`F|2Ew$6tN{cb+dMqMz$}o{-*_|Mzf#4dS!Ddt3qJ;x!t~YZs89@K6a4PvZF+Eb z7Y_A`DLljbW!oA#Jm3so8-H@*{Csi}5BAOfLTb5i6@q>W!d9+Lq)NYHk+Le$H9wk8 z;*Z%{{&Ch>5D*h1Fj%-*NIKeqsfAo>$u8~dP$OCI#vnujB^U$Pr|CR9Lvo4lCwHJItv zO3cryMjhYXC;0IBbq@%lyGHyPMV-I>WHI%S4>@qd}pw zcrKBH+TDgH?z~=##Mi`5&yPa0^##P}e%)KFXHK6vp!u%}j(b8*eoFhz>;)L?`oE*T z@a*u<)Zw+pwB7zDZv`d3#tnZ$GH`1rC;`^Tp;7!A$Ee%I@PFM0?b|sI<<1N!4>bDL z)_?4b4JR^?v?EP}F|qoD(N({4bjs)kFVrW_ptqr=+t%At+i!2E0@CR{Dp`y~(^Ji+ z5f0Y7MB14rL|ic)N(YWK532Gf23WsiJbUo+Iq^2hMH2ZIFR*>R7q;iTeU9SKGO&1# zojaHu&b5o$0@HAkNx}!RHUlqIFnWv;MCACeDzzDJEX>Ki^V5x2MA{^@+QVCF8EsZIpQff`!;g<@$uZAiYaB;P4O8~QxgzuzS~ih#`f5;pdHL%}p@Muqh(Ab!1qSR7O-ys)s< zuAex6c#M1nyT*p>8f1(VNBwp>{Dav?s++?>z@d%>0Re8E;EkL~bQ8jY)C3b7gR#ni zmX>Pz;FmFoS@H9YQ|8DF+l!a~#GJ=oqv<_uK85HSU zUiyI0HS#n(L)ksJbzVPO2p&fNRd(K5YgD4kG5n#px$-+C7JqQe&K{MvoEw;Cm!;k6 z5$Xkd4fU5Ymq-ahS1?h&8~h*)rJ4MF8VRjFC(q+UBnF!d-K1u#V{-lkyI=T3d8ouh z4Z@T5$1*8(BPptP;%8{h!-!s;il{N!A`n4^3d9ny=YkPEC9fY){%=+wBYw?CLFM4} z(xB_K7SOSLyIEo3Cu1x>y!x?~n3YJ#0r;o5AUXgU;v=!g1W>Hg25_RHlMqzq(kbvO z77=EnNDNO1mam4wKOo!v=lH=g50tJ;oiJn9L0`ZtRt7T>d7f!LjI)H3q`vvV2!lS` zv!Y2ICODCH=go;*F_dxLh!-HM7m3llu}E3PgFJv09*8=eV4C3)&=6ZmnbG7*@(YK1 zkhY{i8<8rZR2V?Cq0~sm?H2Jh6SaUd1S#|Dh}j#+UUDF5pcNPhWX0Vitc1m|ckk#^&BQCiwQh<5BQ35HCNyf7zJMv!n?!iD;G`=N9ohrx#B z?HJg(f~}Z|N}+8(FL{8)ESWNcWC--*%MlE@0mf-`%vch&Y9r`0>N7akI8u{kSK(!u ze*>SKwBvWIN zThzjr*biJsYM^&NW+2uNPG0gguPHyE=Zb+V*u!V7>`EBfU@2vi>}jT#vwisKrw!sg zD$DpYX5Fyxks<}fdlSR;1WhJmBkS4vGi{>6PyBsX<}{Us!k{bZw_g!ufIBK)9kOLQ zD1>D6DrI;&(W43kvp9Pw%>}KckI{#ov|S1FDk6d`s;#Gb*U$xM^j|v`;4wyu zxEs5k4*iHG4;F9%oy;=#F6lSQ^j@cMseX8SB5a*$I#K1hBPAWXcU?6YOI&A+q@BH` z?$@PU1O*LbJsc*b9b8$_;tudl#XpFrhZf#ZZ!f312PS=U_^IA4{`{IAvkVkc=x(+z z@5(ham|S?0*w4W}V%G(?Hjf<_!g)lKYGZYv_|RrTvbrTM+Fs0mCO_{!R(@eahlJ^WVygv*%48DPd}W`LS9Mm zgP92T`3N0``5Iv0Eu1Hk6YLk_YloWmuC`TJ}al1P@VWCpYoPnZ{6O@_)cBV zMc5Jb(?*9~-J*HMxks06J8}M@<97PfH@+wMCi6qevcUuA0b3_)QEPKiWlrIRpR`x^ znzxjYlV6&4IIjqAYTW;5+#W$HReHB2Ot~cG7l%xQ94#GAhxJ-K@Q-`KmMGkb=?rJA z*-b{tW|#-siO?c14;@Qu!tpoQWbjO`iU*NdzxMHKK^6w`J3&)S2F6$ov4JtLQ}7bT zNWV6os9uO05+8!ym3ix+55NrgE6N+ut~3er2;FYzxZxs5W>5wQ#{pIlem!C#xFSe5 z5j4nlNFUP8*H?@&53~ZnGwrKDzvHeWh#zcV!mF3e=z8B1 zG=K0K^i>e*>XH1FwO@FT1&A69jvBP02n!1r`KlLEA4-24aM(3hM;virBAX zLD-Kt1r>BD2i-3}Wf7!N25*E6&Si2jMIyp|0Ci&C4KkYfHHe#y8>~C71AR9m3mSyT zG#})Vf*tY(_ZT;5mUR}?FCVlg(~*rC)GzH*2($=*xfz}61AV2vR}B(24S>4Ap4tG} zF&B|O)|?6idu6;Q?cZT9q`hZ#1vQF^I}WHNwk*a$@4g z-WBs8?PuU3HbT{fm;=^=X-zJZP1PLsujmnKLObENA?~7H!SvTTE0U)BX8U5DQFj!G zyfI!eR`kujLHFOoLB^S<2S~?}grijZ+;JBd?9VvWx$Fc#niy~2!#FcL)sa9x_!puo znk2qZUu}HgpS_mr{-4&5asIP@OqYa3mxP0xRiA`}_0t)Whxb!p!)ia z$KNXVUlh)Nb>;rlXJh}@c)Xt||A@SwBG+eBz0Y2sx;&ih|Iue>{R_(ZZ>#>A`Y!|6 z{|?2@{ui5_;}ekMU&gX?{vDN#{ckJRUkf?^4#Up#*^T4h2t0pvIoSSF<>mPtijC#3 zJ}b-Leg4$?e1F#eC$~?o|3=%V`e)_;@AXOdC&DMye@Xs-#`-)epM5`%!oNPb|DpRY zZ+}_+*PG=pssFI~m&U*Red>Qw_m{K3Wc_97KQ{b}q<@_{|AaOC>m&Ow`I9HM|94aW zp^J;<{~zPuSRB0nxa_iV{2TM1?|*M+|9iauhh5?MXIK8OuDh(C=LGA2_1)#-_3s7;iRXV|27&GftL+qo5FB15f}INJ?NMDH27L=3yjI&4=9? z@!^;CyQ=k-aYHDzlpA7tJR6Efn66aVKJK@(h9K77-aJ0~^gV_7xq0t<-tv5BIzCrQ zl7NAOpa+Z@dFadAFV=3gae{R7;{`cZRb>gC{_&3xLb_RY2if#)I+l`E=-nIC2f2_V zSnBlh)?L|}!EOQJWW6x#du&(leS~ky2IYGO!DwST)#-dyELhouQ;K+7!j(R@t$Q4 z+b{OSIfCUb!=ha1ZMSw#a!=l3+l{h4rh8V~bRCBXN`v`1!KP~xZ?$$G0INK8Kpnh^ z3M<;qGt;V)sdxxi?)e)6SEA!rB0L3`jL$UZNb5Km%hK~s&5 zHW0AE)vTI~p1Z70OqMx61QV#;$sU#RltzpRBR@D5g3VMMdS%HCjthZ_vq1%;pLT+< zA3yu;O8W|k^U>7piwPMaN87)0b%^TG&Nw`3058T-u0oub3%ScPoDZ{bANOE(g;_9XK>sX;@p?c z)aPL$EP7(N^z(zynfdj+?x`TNoq12D+tE;{JH96PKKyQUfEOBn^v}R^V57|kYSiUx z3+I<|H<@y`;vs#ZI|kzURs@A7&9l3L!Fl^ z5MP9nUtxVe=g-p9^bkyYS8s>o-;b{4zvv74uKr}^I4ZvjG}E2}hilcXT+74z?P}6r z`mPU+^!`cN>{DOs(m?V>-H(-b!IUpm#hYNK_nF4_mLK9iZ$42UmU0v6ulS?nLuc4T zy}R{K_d3}J@~%HQX7V{*M}AqWmUGC})>Y-Hv9oIEa~i+4PeeBynVS}eK|bv%v5*{k z7_ z9!2ftv$U*X9?=CWj0a>7hu(`&DF zVTY#c@mhl*uC}#RoN}d&0T43IHUEOT^`OK^ z>7eOVtv1@%4`X5LE+e)gAUa~c7FV6=sP>Jz^P!((J;B}0KQB0<1U77C?26aKV0lK{ zou8oE*p55MPe*AnTA0{>Z&|iyiZ=OZ)zBMan@5P7j;feTtB2$K0ZQ*zjGR7gpC0}# zoU%FvZLX7tlMc0}3iJ2f((mTwe=XLFvoeY4ie(-Uet7G=B`eCX{-w#msP9 zaFrZgENwgTlAQ$))wQRtA~>`e>0RFsP0bl8-_7Hu5<0oFU;c|* z&85^W85+IP*fp!(ph=A9m0yDd_e|oh%x-#S)jM z-%~+^xsb8izv6`cMqMe?Exj}QE}&+|Q|LWm)Kn);DVMWBuE6w-3WE5GM6a2Qqx7=6 zA$`7`^ZeEg{cHoGU|e%&aXCY;t-{ikVR=z~WnG(ghE&e_8ugef!Sie9jJ3hJ4!OYu z*y3t)S$2q@fUgY~{KeGBG^@w)ruVe2yq7I+)Ax=H)6H+o+3C}ucDCDRgH8ICM?*TF z*$p0tLUfmih1FwWJg?f)}k)y%v7VMa!YPP zmyaE_&#TjSoBhg|Cs@O{e+xZuzq`hatS}sq zB56H*HXh|3vmqf!vds{$4pq+JFi=mJi_#_cwZa+7-3IDHnK=%15EYtHYNrsq^!B_y zQEMgHDk>7&-e8$5tceyBQH-)P?>IGL2wqaxhe0f=ncJD(D#S8Uslq<@XUuPC_q=2{FQCE4}YhC>g`hEk5#M`jP1Sb(t$z z(Yh)`YOT$QcPgi`YS7)Sv_+C}VuNy7ctOhpWwgaikG@cqbRPa+a?2W!k725A%}~?Q zEmTZg#fWnk!Xt#^R!rhPolojz1jw7e^R}wisOWVdUCuz~JSTI*Q9nkMhWLqg^F{{4 z*4E&x&MmkaNty(FBQbP0sxhd%I#oVJ77Ds3{d^unZ`_o9eNcPp9{1;ubH;;3oM^7B z)_jh3JWu+ZBv18?Tt|(l5Rz> zgd3(kLf{6V4aN~|o1|O8EAEDFj}k}^$be-=GawOA^h&P}y+PQs2C4$6VHHt`s0E}} z6}$j9EPJFt!5%Ku+28B?ku?Az;1;0E$Nn;sAJ!A46~zZOL1tI_!3Q3t6o4kiS`>+r z<~ND0@^$AtimVx}y{G4jY={V004t2@fgV8dD)N|rL%27+eW5ah4_JY%Lp31nmh+0L zPjj1BZr_skO1c5tV*(Nagy4p4VFJnQNH)K=M}Ha$2VBCau|%ICea#2EaHGqU;t3af zWB}pX13<%c&-`X<0GB<7PvG&2kb zfv}Bo46XtcAu2x!uUxW2R$vL>5(6>;#esZNX7x)$sw5IK`F$)YLwfV^)Ljlk*59n9qo3iZ@ zPV9`&RKPd@KFkVwExF$psE$l0)IC3-4=@bl85?C8MS-N6ia?Pk!HJ+Kr#`wqxjxck zR1CNWfCO*>t?p!KivUV;G@ry51H{BYNyTs^$H)ONqGCZPREG;t`!s-iT7V~d0LkY= z-}oEGJ$&E_pbq8@zzl1MB1C=hnNH|2^#*p&6qo==fFVZnQ1Qc3`f-F#22chFh-D_q z!k|HjAq^|@A{fHCwQ zF5GZAj3QcoAtHXU3UioANPUzO{~jB#6d((ui0+WoKS}%eF2a*mAMXUWX9jeHA;gH* zg_(rO!(f($xdcoD_{6}A!da3~$kosTq#qgg5&*XVIv|f2Wl;!A7)zFtB91H#bp;I| z4FC%PDXNf&>Lo^Zj9Zk>5(NT4r-e!ZfL7|sl)eG{0X+agKp)DxoLA7*e;8lgv=xL; zO6;$pgwCZ1_BKh#vFR4Z#p~`;4)~$?`%2;oAa1Z%xg@4*@6#j5XkJ zAkI<9l**LJ6tg0cqxyk<2Gi0r!Z$=AhBzQUM%50Z4Uh|I!uDSqC4k@`kg7*xgGo2| zfHCeYqXU_2FS;#}zF&qV%;N)9)*X+M!`ZuD*w$)LLl|`UT8(ifsRB; zAQp+94dV*y3KIud184(aj4`xX6F#p4G%)}PsR#Iv-#K6O^vqsTA(j&_0?C!e^)4{%31;Yu@Gd?Dfub!44d zu9Pp~4R++5I;!-nbTxv~3xA}LD%2V!;KIL02TTLdkCA7fGm+;i@YJm6MLrU0U#kHf zVarjLQ5C3O!|T(X(Do#NctBXd65s%K6txq!3Wgq*9%dA+6J``8o{E8*Kr-`7WYS_K ztU3Vp^W1j^$cRB2GZf|OX-To5#zKILD$b!cyOCML*o4qwN&YF3HW2s5Ji<)PP&N?r zMm>T|{W&j-y>ILq?6ynrbwrrVgQNCny=?|u$uY)p+&4SlDE)2j7kv`D+b#f6UXY~@2uWKCvIh;Zv( zrq{}d>Ao~KLqcFrZWfizBhRB!zVzO}825lrFKznaZbfYg&u`TBb@MRUgFO6aI-I^TX=j+TEzaJkMjlENW-F`CL`YHfhYg^fS!!!p_<1*j*)$ zGoQTgUo3DlxifhWd=8dIBaY&Dm54Ijmt_{! zw{KS@$lsrp_yqW=8P*h({#-fNmNV2+Azp-bIj?eWa)Wn&UE;%947)q)Tc+UDlM6*; zb*}&sCaCq<%}QW3qJpRsBio!KBnl`W23dE{37aKLLc)D8YPJJj>y0ime_!)bR~-Jv=OQQd`Gh4BOm-k=CT zG7mh+f!8?U3BV8of8G#Y49i!Waive+z4v|a4J+aCsP_{5dgW3I0w?L9?y%iGK4cQ0 zM;NqW8cG(&dhVdI{`!Yli`!{WWT(FgjxqCF1J#vv^;`IF>IbJK6JBkq^bYo+ZjOEY zBX#f`s9K_;88N-vc_##&11&8G*@k8?jX^vf)McRKu9+5ed9kEI1pDs8qc>MB_)nk@ z4>3~^{2p05&O1mTKz3K99f3*O)&N%1_>H*UFYO1M$|O`fltWO?E>=6HL+HkyqE;_f zZRq))RCN#TIk(A^)c4U5wSubpW2ovbUQQcy3M1FbxVxTu$SaX+d%i+H?q35M?exRG zy9VvZR}s*2RU31&$mK%c&Ar|XiEj}Ez&7@jy%2~ZsCU1{rj<81KnuXnz7@Y4xrh3H zJTuG=!rzcd?M~jnb;H#S;@?npLtX=Y>(Nbb$sbkDL~9%e`B(3RmahP_NH|aHb6RJ= ziT=EhaE?;n(Eizhe7jkyXZ`VEfAJglBD{d*Se+rJBP-avKjFrb;XI2__YVu_@hd|H zX1y4edC3|MSG>F#ryWvy^ezk!+RR{kJ4}z_trPCZ;4O}H-zXoe&e#F>Zf%$M*ksO} zWAO@;bWV&gvP^p5BT4#tFntfKw0*kYtE{15F5WFft8kbzcX!6gxU|$1mCh^HS8!H` zs{x`7m68I2yAgVx$w~6+4s@Xrta%5MmvfcL#pJY|li13K#?q&H!|FQAcZMf26$m9x*%VSJkE^3JTws49cALby~3fhG!8N(U^b|5 zK}kbsq0~`H`CwLAfGtC4M;?)pw+qF3aS`cKHR@7g+LE0`f!-lCqr7fcXaN za|RTLR{>}X&0u%?M?ov*;&V)~aIqOQZ{nDGI;xU5m+3mFDgu6Pd17_H%pe^iVfmMT zECnpSYrZgIV$NGBv$DTTCu2~` zMLM0roGovMj(f?@5iQ=&2BvLnbP43R4R_EKAF5rSKD7uE#qa2ojpWx zqUCJs4==&84zgECgtTp9NPyj1-_Q9RHV)|_=qs=L^g^b>>x1RtU-5|=Z9DbKKbM?+49c6@e`@XDdGYL5*VeYGNf__#!IQO-o~Ui4~`1 z>9dQ)WlwJzHSPBSXGVzE3tDiFlS>~ z3nCRKSLKm{ZA_WsVw|jq<-oG4>85R)$K)-}H`W#^Jr$ZCD)@|xK35Rhu^k!il& z!yj>`FpkiLFd|~U-3yvOSp$=eSi33r>plID=-pJi_wemFQ|L3=R-pp34}W1_20v6m zImafwZa=D+XP1dj%`R5YyzyzOXZZD=?GqnDIt=fyN`wE$V6m_KTbA;C%R(KbKmTFD zX6RGI!#(j>rmdfLK$PmZ0Jto6QQ(LaT#Wn)aR(o{lAy(FYJHM##>TK1yz8BvOUHVl zccG%=@>uGhZi06e^yjZ-4cfKDnN08c=PClS$NQ(o5hQAM!`a*>co7?>bNmQCX}Yf? zE1OrSeIM$KgstK4HqIZK^(UsKl+31Td+F)00pptOId2tJdYjK+mHLz^)6;l;k3i}f z;#G&SW}45n1u>AveD;&D>fpj=ak?x&#}*SJiT%gg6SFp0E-Pacb@je;blJZ`7KzLk z!z<8bv(L2kF?ud^|1no#0KLI3X?J%7>WVNk@H$@xOeX`X%9*p;d*%&k$EbSvXYvOE1qQ~2i) zW-UD!v~L|9#)rX1)+4-K3%<6Nq$A>T^s!Nt#sVToqol=Jgo@ieHkNpknW3}fo7-xB z(W6o$+RPy_Ap)l5_jYQYk~#_u1`pdzO;e>wGaTqwrWS)Z)FMsll-;49FMLn(dN2hB zAQ*aMS&b~7&}WH=kgPrIiy%JbqO(( zwG7qt)J|gg*g~~~jrvdLY$nzTpR0qQiY2oY@>=V8w5;#KH+u5=R-G4c2a8qMG8SfM zJ5VE#kHQOt7N+f1Pfax^63l#%^V!0*WjqMEmB`rlvkoR_7n)Q%Y@b<%7Z490~mdz!{ z^>sx|-`D*ckYL~3r>N0LElPIU?+!sRpx&4Y%9NI9d5z8?r=uO5ONt;FA*K&z(W;8`bcuan`uLLOy8xAG}BYo71c%jKUGKHKQ_|6&T@Uw+W<; zZvD=83{V*vwSB`yo1^J19$!Xc+BOEH$;O@7{C1O+ zSr8r8lwb-H&A6)cn~iyQNa+i9r`_pzGa4+m?{uuuNMcY;9WM zpsEoo;Re>=ClJoXFMR7asg96w(6YQNynFjNc&SyyWPrdFBq2oAU6r5)bX zW}y21MxzSl@?d$?MU*ASow6W-E|38ME`_Wtv&KrD0%HS12D?tlOG+bWW>0cJiJZ%G+xc3HHJ=;26oPh`dVji3yrJY{rY+Ov~UaUb@|yXWz&fCFZrf~ z%3CK#uIk*JYnm~u+?2gB7M$s)q(rHo&1ZwI3PNrRrPu`>&2((u@851R`vD!wx`jB5 z_&`-ILm_lF5@bGUoj>scbxYv>0x{N{1_`5Q(CZ1ij%p%J3O<$T49Q%0aEk?MBb<|=5b_}R5_!1V;k7tf%0zyR^qKiOc(cu&yUP-Pb;+- z%=K9>nem7HvsEGxRYz6PU?iJ<5U9F98QLr&o|0ojJ)oZso;!V{0&k&DQc$^aw$kmK zEMt&QlnE0OPW2S79tV;UYkhgPhtPLO9r00+lqu>+C za)tX_Cw|m0zm^>V$GVcO6Z^!AxMabLrLd)F{8 ztl%KtNk}a@7}Y=|U_VT1!7K3^WV4xxGXwTsI_=HKAA{f-4|FxIil41(m~y zkSECu^PQZtrRNelw_=%fsXFiozL%z=;yi2=g74a<~)JEVz17c*hN0^wKdVI zWJJGw<%?STJsvL@nDVrh_EX_5cwoZp-+dojm3Hy<7Vt)*fsO@25Hi44>tR})-#&yRE z+qhn|iRGi*4xbo|XqoyBXK|E}u-eGx2dT}ci>3aHZUe@1GCa!9sOh@8i-FWSRZt zws4&h+08uO>3X(&9SQC(NqRXFq?LZH%_XL*|L0`WtxLyR3iGkq3TqAdN*-Z7Z991u z5}`Kg;ZY77WS5jFHd|hZepL(ni@pq_kjyT$xh^@KUL60;s63j{Q8!(Uu23 zSISouv}_Y5GePsI=5C-utwOn;)tPB)0{X4s%(`2B;D&O=-_e7(xV_cAgNPQkTlp_G zzjlk&ELAl#<&=oE5D+zmuxA4yC6TI#cSd=&EfmIVmmX!PpLcK@ zQG0*wfp@t`Sqzz~&>igu#?Zq%e+KBD)6lrtiC}II9La#>-KZb7vj0p}@Wj+B9d#Z2 zUGNLvM3(j`OdMi_Y@?Y>7`kgmsdi)V*4-C{BbjH7RlMa_Z9J1%Ww{I_xm!1m0g z@a@G;2wyF%+b<7jDFO?lwOxbkgKEOB@r@taenDR#7r#g&_C^rAo|mogntBYKPc~Jx z)AP70Xgjq3sM+_d{H5VP(hd~)QL2nn4dr`Ou}LE|y3OIWdT(h89R?=+C*PKqF8+j_ zt=Xe)34@WAWp&yo0$I~V#s%9m^1{lR(sbDK3|E%}Z@`230nTb*=JFJCs8r82!ZOQx z{O0G~+iWrFu%n;c+sC>2=G3`UmM5BhfrF4ovFayJQ9*7Wu{*_`yc871ko*efAEB}X`}q(RI8 zI8l>iakP2*eEe%M$>vC<1TNa-eR8t>6pXTYn_kP0fvbFf1W8)S2J%sgSk$;Vj|CqD zf^`ooSL<|LtS(y)=JndpxvyFrQv4kBIyA8}c$I{zLl3jlx3|<{eK2oe3!FdvsL$@g zPG$|YB8#64i$s=yE7WXcdKmrPU2NAinV$DTee>P7z6bujx`W;?Qm@l@JU_oj!q^b` zcoPs|5gkWJx#vmV?3CTq*E_Xh^z`0{z+c>AZDQwqhe;Ysz{EmD9pQ`SI)^G*8HMpB z!gI#zhlgzHbOa6#*7gHhP@uFUH)y)KiJ^qa8)Hz_04Pw* zhG<_eRC8f+3f2S$h#^4l`MFls1ayg>CA++dYfVC6w3*9As7DJyEHg*~XA4O@ zN4M;#MO=)#{kL7@CT(%;a!uMy~%$xfZoS3pf{QE zN|?KGa%+;`aqQ|~fBxsdNCmF7_iu8*OUaA?f}cu$h#H>U^`R$#~YZQ zAl;}&Y>LVCzCU%s`1x<~Ki@tH6qhJAS=8io!Rx^oxOy4}unQL~6B6?2%9qTs>`-wXrrs6~8ZsN=k0+WhiErwx#RAzJe75Mvmaaoo^Wt6d; zQfK#Y+v0ieT9?wu6&CjRyemz4Zf!LDK3RXY1L4us2JnOG^~MjHY!0961Vv~FDcB}z z4-dq*(_wMi-GMMTq%RDB6ng6FzkW7^DS#ux$&4@RB(mFh!xqs%=NR~aUbRQ`*#3}Y zsf5km{oq=iebr_8K&-EZ%`W^;dG~j6@+Ob94WY97KbAfu2vI=&{Lh*j&#`*_8|u2b zOi7+STC6Viy_ufLSZ_c9Vg~Mg6j_dl1p^7+s^3(s zJ#4b$vFT`S{a7P)vHm#f8K#P=e!}NG-5728$`O$C_|9Q!eA{ zfd1D!aS7dr>8VWF_RheOSbG@g2i2)eX%5di;}O5&oEQ5~c%4o}lUpb`P?3aHI$$XM53(W3I_8)=NttxtA=W#elNW&p_h; z_i95)3cofm)>_z+eQ`)qI?Dbv zmxw3WBD(Sq8|_0DutYrB#eBj58VEa}YPNIw0PqO}NzBt$O7K?9fIO@3OE zU15a<^CpT=)m8O~XWVBgF>fMh4J@<4gw1q=23A(&)6%0_GA6WP_4K2EvU_w9nxVQ? zV6@;aIMJ5xZ*|y6LGuzl)iM=g-qsNp=~=^*=Yr%8%^?FQapR`iDGa#xGb=@~U4NZj zio8(Gf%%uDpmw7~)F>OvetMsn-IRdB>4>ir;iikSHE4iJ52-_WMQYMcMH`y|omoQs zd08|}^AJ|CbzTKkbZ!_fX|t~0E>PKcvEdF>a>c!QVwCJ; zjMbq!7lpW7OT8-_kiLZKRWs^iS{u|&DwEH+3by9`3CTi|bO%WnT`5($uwG}Ul5L(| zJ*FeGq!X-!9ax2iQJggkb5~z6?X$_U5pz{$bN!6YnAZMYQ6JXq!K;Prnu;$yHKa86 zWa?#3xnd%IqpJ?q89`I8C@)u6JWI{Uy-HTz0O>Z(I1-S2aQ}<10Fynv^5(1R0lQ?u ztEPW~)rk-W%%dnG+vD#|Yr^+h$C_Dae?}3utxW(qwd0&RzOK@aIR5$4G#zvzWi#Wi zmaq;DJcbooxXte^?eSyVRE8v9pGP;rp@VDMY=P6*Gf|#nhRzfhUaaA8V zuBo;AI#g`GH>as3%-s=_6VCIZZ`mu);@b`AaPg;B$Ss(;r_PKBaB+#~VeXf-4)|6c zDImBi;brv7V{U&(z)2HJszce1iF*ebZ^N5=A=#?&hh{G78Zw^M5l*eYrd|C?-wOI= zH$*-@75b~u>>fs|;vOe!vE(!Iwey_9O3$%&xZ6d-( z{A-zsO-~4KmCNyjUW|LoRTiD!rNdCi_{rn(Dv+ngxFEs`TKnmXvAeLbKhbtJv2q}? z*+_uDJG_J1)>N;fT+PS>N~M%X&hN@Ts48L3-+5yMgGN9<=7_7cDc4f<@RQrEY`mYk zz3LIAEi(h1G+7GjR#Bzyj76q66B3(|ic#yup-+0;Q>ASWmF^McHO*HXh_0R6=)zw}#xGG%?~&gL=c}oKWKZWsei` z7~CmNmgI|obW?9o0a!OmP3B30d1SCI-$<&-_IQ0Z#I*?&vhvV?4Asgm=^*z76Jzlj3aw)8CbP`1!GUB=_~6}?nZygkB&fCr9#+0i@G`sx2d*gF7e5_I93J=3;r+xE0=+qT_3ZQHi(Y1=lwwrz9! zzjyE6e>Y-xBQv8;B_gvbq9U@Y&UxOZ7RuESkkwKfL?hTZV?rb9=+KYEp^H2W!p{Vt zv+9UGKJmfz#dmtRt%W~MgFWmQraN%)P)WC|^UfE%jQh;SHb^;3S|Vapa9V+#5#9)~ zJ#9Q-=UVjC$#Wu>L)H1$4Y$6$Xf}E<_gJC4sS#$*EPFRJz#~wXV9fPNhTK?EQ^V;L z!|IHyd(KiJBs&+y&Fp66w8Tr2$eMT&)y;HARb<}>QM1~U@9EM-dXLa|o-j|4^VFL} zuQFM?*0uy9%IYZTRSDS6qB=F}Oa-pOTiktT&ezxcv1H)W3l*f!0OJ;)AC=)aMYlK&Yp+fv? zvj{jaB2Iz{>33efN&Z3n@dQj>+B`uMiLzRwG?Qwn>R*LXNR1sr6n|Mk1&&7CfR@uu zuzCheW2jgho4z3r$kfBl);xT2!)NSPj=y2vy?CO9ys9>>BB|@$qCK*;v zzCv~f3eRIs25OTKzNi2Q8Bu~Al^Dini1J`XSxkQ+)a`jE^K45t8X{E8k1qw=W1Kaw zSP;7WRuOpMtQQ1_^DCkCsUmnKM2sQ}l$13q(*Tl{X0Eke1@@3@?ikS_smB9Jd^N|fbYthqf~C|^d9ZsClAfXc`5T7i=ciApm9 zBhRT88UwGG?%=|ZPRtxo!&P1EoEC^MdJv#UO{0oh_8=K7Nw$c2Cpbrg!VtV=Ea*sBEb=NW zo&0Z95;k{HMCl`}Jg5TV-{j2j)}nl1dIG}!S&N5%9v6s8N9_;Uj@JNM{wN8U(Ohkk zA$P#jn2QY65~Aqp$yhwdVH|9ADbi+=&us)%@xN2WxZrAs27=LPwTiVE5^cr3?priL zJtQYYJ7Jv9e?z_?5JCqkIH(;KxRJVsbtAwq9qj`{S2;n=?Xnh#kV*CS%QI}03A1XI zs?Cu;MOVy&;|b4)hTO8K7I5g5z9M7KF;cLY3t*C(=FJKy47EqekINi^RL&TQ`vybd zch)#Z2w_qyYW{e&P6x%n=xnM?GL|q0uQ44Jg2fkF+dG=5hG50H7eXdTfD$$|74SO& zaoL3%GV!t!5_5}Ek&&JnXRxqJA<@T>0~^j8;2}txN--fRF*A$z#tj!4!w@JTkESL4 zGS-uj^k$&E$|XZBEln&}R7}W9Awe9-AR(orWY$fX&x`_XPf|92K;j7RWg$)${*9@M zG-Mv-x)yHO336w+qo*B0!U~#>n3|D57;M3y zPB~QT0;7G|ah|CP+SAbn+4)TZ74CKX)+(Ki(clHd_$q6ejy}76E>_cbXsfWP6<<`Sw z-Yzq6qgzG}HVZGixu@-o-tz{~G}#yS-_+Qhk?gdGb~}L3_p{SSxNku4*Igd>*Ti4` z_t*)Ilbzn*I4OHJx45{BzC(aLZf>KG>n*hHA<*5%&26+E4d$ra+m@G_n!oVZAaBs% zbi-nP^#+l8`;cNO;JX8sQb7$N2s#>EMDeVFqX!R!A;7_43{co}DcvC{zt?U5Q2$!D z&YSuL#jBshQt-JHu?%Sr0JZ^{efqtwoQDh5MEv*n7=@kq1e4}mft@GHFB_WK5}-?j zyd@wTN_lC}s5V%OH8#~Io4+l{vn9Zn_IXRdmmGQ7peQHrjw|d1o5mvNpiMgdu0XR# zzic39Wr5d4{@fz^cZZ|+ND{Tg!QJ7)+MHnO+fvkLxh+{{EheFWPeh_ zr=q0P-)L~_uKfM}1GdqEGnl~S%fjIEc2`kJ{woBbFDmD*9Wb)Qd`|NVogP_51qV(` zUr9m1KM0CO@KXKvyIVz+N=QXP#e_-f1l{k|JB=1^ylYm)HX1EB5k|%IbPbxkwIp@6 ze*@JA>vw-@s{htCA96NZAmj1FKyuU3;y@adm{uZ|L~GiuHRPZ0%Kx1(0o*RkQ&C-5 zLvnMI_lKJUBfv4FU}(7l0ij)H74USpsil@#EwW~aWQd5B7cL@>>;73Kc5$EEsZ^R- z^5*M9cgA-*@L0N^i+-p-Mtah&$QR^!G@r=PAgn@+HJMSXw6eUogz)0tk>E(-OlhWr zrasqTYk^V#ibkH;;v8qL@Jd?OtRx14YoU2j3;8SL3`~6>%<7Qzl28^X#r7+g6u~`a z%;yWlx#_s!Vv38X1x`C9P(&h&kS7JGX;I77BSoi*9PsP>R9}vR!+xB@q>~C9$n9^A zijf}>6%hE3QcNR-Z<5n9+gZz*?3rv^Tbr0;EKarpZ{d31T*{&Oiu#JDjSVP`7NEuG z&}F8w;%t}z)OzxaC>p1YMl5pwWJ9p69JjD`TMTQZ(t5y%8!B#`)mepkg-7{*4XT+f z_GhPe>VSncg2A$`&s4LR2S?^b?E?C;1XK$~8Z|c%tj{E2I^Ru;mlD|ng8u2AuQ?Z> zI$%Ypa`nhJ(=t#rC=rXR;q5BYwgRF~Wz?u{@RUS5Q&NZ=dTAge&y=Ghh8HT`Hz-onH+cH-0g7SRZ0_fz4Ij8 zet!+r0rl`IU752rgX-A2YNt-ay2Xm4%)P30reP_DyyDF$I94GB%|?SQPmNJEF>&m$ zt$}%AK)c-3oXEa;A_enaWt}Hc7W+t$Ghd{eTCYOc+*wmZU27b^`*Ps3&NYdB z{rF$|%C%V;%Xpk~qI4no!k%GSOEt~_mx4~&v_Up;ArUcHKg+nKWHjI_*8E6(t=9bsogbPG7LWa9EA)H(JcZ3+Dh(q9?heBxxo2N zf>LGruKtN(B4j72F$+??)hJbnT^BReThOt2lThJ_CDpc(fAuq4ZEU(GmFyZf$zE^v z@Fe4!1m9;UQ_Jlzeb6VnXFG5vbZslsyWWubn0H~;L4#00Hu)T02g6G;Yq*D{%V+cj z+#|NTYRc{A<%plTSL>05n$0dx<4$p)t6cW<6=veaiQQu zOTuD$)kJl6JFqMvWC^AhC9^X~^HtKn{2H z?$?c8tUP(G-Sv^a@MUpPj7^UV#nD1;Yxo7yEhSfPIV*SYjJ@2UW;2)UL;K`Jp|S3u ztoFQqnV=ELH`=+mFWZ;CPw#mmecjr=W?b8$P@Atbkpb9Z;xu4HRM>rI@aokVtWY3apF?b*_`zkD`& zIjsyPcymOi(3*=S=_MjAyC!4VdhEchq??HV(sZ2oo%Kj^v^gVnIVuk>J8@0By@NnD`!WF8TG z#{I|@M)LY8^kIKnhJM?E*L8j%D#)Yo(ulm6W2&M9?Zj(@ozHZm;RH7;V_9K^O*^Bp zU4I1;R?eqbFYbMEv@5*joCICd%g^iikMl!))MmrQvuM=XyqUxl=m=m!j!OOa@|Jxn zT!9Ai@*)(@bJNB1SW(7tX^t&7c3sDNyO$f>Yp(0I3MT{YL1Q|8TNm~#({(29S2A*N zes)I$`G(ia-LhGs)bot*+NW_4-O*f#9P_%A=4plREARb-^yR{~A3K?v-B(le1nG=z zB3CBgx5dh7bsP>4T2j51s>#J{b-A2qj8w-XQfj@>vTkE26Wb9!C7OQ{zt2fm^)sp@ zlTLDIuCm+;(TuL5>iS*V z_sww#WuKg%R+s&FKu~t299$;WI;-~TQ&&Q1A-j8OqiYn;X?>^@(eCu_P;9P47oK#J z*J+{7D?#nZF3>Z!|5oh3d&2`azmLwtD9shpA0*T%v-9SaEfPR60r=fiDH2x}4cE^) z>ss|=>0$Fe28t}9*=9xT>utIZUs`zE!mP*ZdOA3vJzb6+Hh13W+H5P+3GIrXC*N`U z2wICPXTlxr^%DJh^0WMMqT?DR3x}G5>2qhE{`RAGuzs*;>Ej3Ci=!9ywX-S*?3eX& z(vM_ztzlIwXYR7oAC9V9RY;Gt(l!mNw@Rn*aFDl6WeDhgK;CZ_2prywoKNB1@L5^< zifO}2_7@XfI4t3%Vo#aQBGK27r5dTw&hCt3-hH^CYt=i##qoYxy^7|p)InEJY}$;1 zZax{B975Sq~M!VlaK zUBR+xLS+;>f2K;LG>N{Y2o*?_Z?RuTR4?R2(n-LIIJWY7j%z4$Cmc@WYcv7JM?RGA z`s<9_iz=Uz-Q_-ady!pwYM*annN{l#MipCZdiY!(&+GR?fk*IGXsGHY#IBzP5~oSL zZP@ge-2>APn`;BDB%+P4W3_|59+9OUIStuA#lP2tdlutM}91OOyi7?P}{w&2h0{Q3j z{HfOG2(9dK3CvdFfx_o15i1sz^}ob&zdK`>60k3*{XXY?$2zTuQ_6>HFCL;psxn_5 zC(d-Bx!0B-%^ma=B4Je$WjCq$>lhd4r+vis1`{OAzBoFn%+4ceOSZDwh_>w{eOqD0 zCKNyHpw>yp^t^9;Ck}3KH3pP=PVY4qt5W+Xk_Y&rs5x{U+a2BdE^g1pLSk)eJzDk} zMuO>PP)Atj0PM@XS z-vsJ?mY2i+)-YBw&6aiMRuZb>12N8<50$l5>W# zrCdsg%I;|tOh1U(Asv*E(p{8{FRzu^@AB?i_41ldM@k3V&^gflWwmGB_uHF2-)@V{ z?#_#xz2lDwwexPtb>o6jQ@0mAvq?M3^c6DKt0R#>%5S^yfLyW5F7D*(kJa#wldnak zE%Jd+GJ3BYtsJwPdjcr^{2x$Z`Zyrikr8E0%ltLZiIzC<~V zMDZsJ+^rgaS7vU9A2l9Ff?TFNTkB}`81va0i(;Awsbv`A?emc=-F&Yz>)z$X zha+fhqzwBbF*Z9d+qO)hYCW0Gg^={JYp=1c8{C-|)^;1iyX-ntQa8e$wOI;3cEI$}>g1r+^MaPH>?X(a+f+JnHy!uQLMM3VYtn)@;K;~_)f?{><%B8fD(2C(=GtLkXWYPNmhCaj)oF`4*V;YSw$Q^!c^#jK0WTNU zMeOGCvpeV9^y9by_gdBa_JySjxyjq=Ks;_}&6c0pOvh7w;dCkX`ln#_s!jn8PuS9U zP4L2+ofeJf;%DQ=7eGkR?u*gkXZNhZPropuJRxYrw2FB+^wGN!b<~YR>H;;KDbHVV6ok~&$rgE(doJ8 zR9fA%|Awzzq!zfor>5XTjJ`BE3dfdHM;hmvtF_l`ek)wRPr1;Sgf9ZlY96@R2Ax&8 zTMTETp5CdiWH{!o`miSS1jeN743*`gF>Z{hVg ziBAy{mf9PA4J2lS>VVfeztisC;}@XdTcO62T2UWN6CQhZeIJZmzsBgn)9DaHwx9m1 z?QeG9?!o@%!?>FInzJ zmi>C-G@G9s8Mw-gzshB_yUVF?EqNN)0OsdKMZj3{RY>K_mW{2+>R4NF+YH(G@%=zl z116mak!f4@9c^>Zo#U-z8r-Y@_mPdVl_DHaLI}$@EowBB$Z=zRojyD!ygDCX*_2!8X%r<2D~k zIZkao(&etR-zZy$ZuYU03|MXhtI>J3)m@WYaFh(OfzH195f%u1Mh6G`(yT0p%fjX9 zP&-}(RwEyl<2BB7e)-7wC%^D9vQAEF{H?!2IB-lKE(@D`bGb}e-L02%2MDP4LZVuX zoc^*m7>AL%t_t4rIA^`A?e^$?>Mm*y&I8RnpIwd-ACY_74@(R2c}y;`_8BpPI30(} zM1IzQ&P=LoUBQKYA9u3^VU4r3Jy9zwM;$};A(!}?r}x>}=r0c*uxz8m6b*()4!6(5 zwp=IGn%N^E48>y4IkP|;F>MR}E(Op$ zn33zJOA<3DjX#PSbV~?5HZbTbA=-!(p~nkTg!6n5Mi{&Zp*)1zN*b6N^T8E0c~eM= zdv;xk(p>iyu}1oiQamE$R5BjE(lqPMUQ~Er?X7}d=g_*OIsM_3#=!Y3TE9s)_1^5x z;Rj@&wDdfOEWxX!9=!VytCNZ->@g*JK-E@!z*5eq98?ftR*jeAx#^56rKBl)m=A zqT+hGQk>AodjTq%fYE9H@qM*ctidC5`F?i-(!1iHn=aY6SCQnsj_!m?X(NHr=_Fmx z48H#`JO;QmkAALy4iM_WX?}$lMQ$Q?1d6fQbk|?*6{je@g};l1Z$aK*XuWFnCSC`2 zBvgn1z@(>E&XzA(RGu4lt4&-WqUf$qGqSAont5O6me!1TU1+yaYpL7kDgzx|9uX|2 zi!A9qN`n(?yx(uefLoKLe%JWco9?FTg^U{c;tYQ4JF?WKJ)_n(%yta%rCX1DUdJ@; zUUeWjEmGd3UMJ_fp?`Hd-UMLn^^XU20prnW8v)qoOdQgmF^Nv>59e8VhlXs3W3zOc zEr&+q`Q(s~z3jY~0j(EvcjWKTu1`Adm$C-oBb$J1^wjoe9}j~LJKtS7tsK5w-;wT% zmI^@1u`(^Y#d0!rFxIOVZ?|Sjazc9#4ZzGqf?1&>{@L(?%8O6S?`(h&Tvb*h<5N~u zvfv-p)60B;fU8M3D7~Z_&T8dc6bBt^J6DYKJ5g0uNAjDWm7&JK;Hdd5hf5wc-Nk@^ z*jPMhwAi0ucosw_ChR+cnNA=b{~ZVHJ4}L!2rLR>mIjR9kuBUxBUmcc zDchb~6p?Z{fa242r7`5QJyq?gXQ(PRnW`|p6)w)AheqXesm7HSvqb6Rmj@r(MP?2} z#l_KO#{w?i_pFT)WYJwICW_yeV%L6}IBB1cm-yH@L(ErIrrigAS==RLjCn@O z8!bQ+p1&k?N|%c&Y__M}B)hYFj^-aRwR=>jUO!#WwraBC8pqe4oW9YP9WuH&Zr#KT zHk@aY=VHAQx{B2*9znDfw|f5Z8@zvIRPR#JV5i__a(0zInPwE8d}TTH!NjhdfcZsp zaUH(|2Fple^&W*o5yh;+WTpxG3kK{It+DIlI$SW@h+8l%|M|@+;Ye%>gXy0#V4@ED z+6O#h8d4$}@<$&fIG%|1!_8sK7U{tEac2`WF%57mhb6*Q;FA8wf|T?#dGWx}Vc0Gf zU(MRWee&BpVR?C~Z9I|HZPS}QbAPw1zdZ5_Z_{yS9=-*#<>+&Q+BeyKvM$~2K6hi{ zjFR53Tk?iW50G^86(1CHD#;5u*7%H6r3c^0 z9!g-ob6m5DXLlceUhJ3h^4nhOy-?C>QyxqOg1x6n^a}C~Ssb#)bB?t2@1L<=Y-Ses zh_{fFg49Yj(6ebxAJ>yHQcTZ{ZY*B;l5GoGFuI`~&I<1XT&supv)J6zxl_%m;Pioj zylS+`|KAXY|AE>4FJv7%>kl6A|BjqvX8)nz{gnSstnB~0&wtzh-RHk;RwhOQc832& z&HL|`AF3bA|2}7AVE7Mp?*ExsIsbzYWMTV(@%>n=O#fLB>;JSlIS7~;{{!9osrxx{ zGBW+XLn;eXtN|8LeEBO?pv|HZod zAtti@KNOxXyusa-Ro1^bTcyVqrRB&>$k-FvAQRIim@vhe5}62t|A-5U=aZ25BebI+ z7JdHm2V#TSZ16ohrm8`v0a5$ZH_=g8(*e|UoSm)9qa(P8@RPW8KX0T5{k^H)zNdfp zdm78k^143lxo^48@gjsE4pO!^n0?Fmv*~X9CvL3`UGgyT47Ucy_L?1HH#yGkTz$6N zJ?7kuDQJUT=xZ|ub%F-gFDENj{`L|=!OM(3r!nt(m8)#rLQq_j+w4oG(dVqT`%f7S zEa7>_rp{%y*$^fmzmHVhV^cowwc{2TgCG2EY!f=Ax{5Eq3;oWH_`qBLt03k{xo}@7 z$dnmkDCcKF$9m832dlEs+jtX!m4>HPxgK};n}n}Mv=;i4vxu6%U*~$iUsNK|X?4(` z^04!D#n$P&^R0f|PcCmEQ2C+|J|Q(I4asxcUhPJ*nN>iyi5fu=xgHGlaoT#i%DnH2 z%L79X{mbBliOXkm5H?7k;qMs40LA6#g@?Z&`{nWwNwfslDc0lh6)3Qgf)_{qOMp`G z;+6&Bh%-DgJkjdK`>)J4^PlU|H|Ag;tjyVp

      2. 71sPF@i%(+XDGtQ&tKeoL2t z0;W#?ut*V{!KrVS3hRH=Rzj_i1%E5oMHv6;%`ny;IdmWlkj}z6)U-~uGMdq zKR*-wCqMMaSaU}hwhDNHiAYSwNh+WWYKE(|1~wE`PNX@Ny^5JY3zhmRyCQh_YNK&I z7dCw6j|6#ixQ6M$i6^tk3Rr6ONqkm`J!bjq^J`26 zT~thlUhd`-40~$J>hw3%?Yhb7*+(uNO}U4SP1c#`7ZjDO$Fvic64DUx&0?Y%F=0Kk zRgtSzDN!9Yl9Y+i>S1IIlEP&Klq{6;$T5`G(UP1@veuE3a#znL?VvefB zD+#RNiELct)c}jJAFopa@t zx%$=?iA$Dnifk{{K~yi*maWcUOU?4Otf5j=fn_b>MgFs)ukvAc)l>G>R#0RxCYhPF zpm!94`9^AeSz%sFpLc2V4FvO##IKT40G*0)& zle&JQGbrZ{D)#Tz{LO1Z5+9TIX%6*ZYXRl#gT25R75eK7wk;TYGX1rwOqH6Zy|3D=#SZ@ z=`t3sr!8x&tR~O9Qdc!~(NW5qq^aT)Pi8~SVNIXucXGM3XJiw|)E&`qN)uap)P6ju zLvx1LS;y)JlZKVT%Me|MF3e#{m+N!lRNGnxXiaO3djUKF;DYC74rr_^0Q%HtI=Chc zkckobuSr*@I&U#2`OW3%k$|}H?&K8}@a9CVaQAWA%}WEb-TkUpQ!D3t`ONim6|oB# z7QBa?RgKy=82!XRF($3?a4$@tT79^R`|$MN36wJW;J5+PQ0R5Bo){a_G{LqlphwGM z7$EBy3K)COWMYyA2$jjJvroVHGeFaK-o|8hJ3*(I@I`$?agA3*En{GpPDr@|_$LqIK3CC4ENHbtJ3TwL+<_xl`qA6R;H0mJ4pvf`=FF%b1(Pfu5eUP# z$E;yn%Pirj!ujE-W+2det>|nT{yzV*%BJB_|D9q>bdgtFEo~1xbre4YoDaV~9tHp& zEehu>Shk04e3I08KgH_CWAPq{IkKI-%Hs!C)gKGC0JX9(kFclQ#;GS_QX|zEPktQG z#<9FNx>9A=j>l%Kkx%8feu0(gb9|rW*!^(t@Gx%Kt2i6ax4eO~nyeh96Ua~Sg|o}v zxE|3u*UE^gKy0wKG3SytsA#G#YU9T|%ZSlLxPvZ6p(G6^F(SlNjy7l-ND?-;<2w^G z?~OAO7y&}1Q-V)ckRJ}3_z+A-V0k&;`tH?_^17$}SJl0yuj}J9 zX;nLLAA!BwpwFm%L?1BG84Pyc8GLRVrqiNb8k@NQoVw<;JHJ%T?B-&pi-g^{SXaR^ z?1@aW?eq@>q0FAK9UlE%X3?ya^1ZYa)9c*gBjuj;imA^;mY{LeXW1#c2RKI z@%9itvumjhInlUJrR|Z{@SYoNO-mVYp*zm^m-?f`i=v}_U|t|PG_=d7VvyIT$;S;} zIfUR?j2T6TPR!yX!x@bJR62c8N>uWrO#( z<|rTBB37%Rr{+v^gR1&QX~r#$%sLxg3*`5k5Ij$#j7(Vrwu|xZR?Os3QpcIilJBPt*4iA7D`r0LHsFud*It+J0W;tBIh;bFNJ@&y7UdNv@nbm# zYNqQd5?M^?N~9!IwBc0AT$*&z31cFL;aR5Yoc&4K!kI`aO|dz`J#x&?14SeVQ)YH5S@P+jX~vkY9p15wP-Oi=SsicksA2~aekkf2AumHfN^ zDCJSbp@l)6{8pAfx9t^>VXd&GfV5=XIF|~r^?C%dDTi*qSQ48&AN32oICtn8-E+eIX)DypJ|ZjBmEypOzG15~2y58Q8`|Fw&%t*?;G?cjIZt1EOVGfW(P!7L8{l*eVrn zr{2E}n1i386}CoOgCv*y;66w-74jPb3_-Kq8e(p~vZDXh zf4(6Ixp;4?=CLnkboi45wZ&9|W~W?5!LDY0>+#A+5-?*t!F-T@`y!#lOW?D%&itOx z)!kP>$G6@%FBVSGBpZLF>XD)K!Wvsg`-wEoAnbEU*12*ZpJ zE9!(!#9RSz`6}i@MRx{w?C2m|Ff-48xJjphG=!DLC^AIz=@nSG0&@hw=R!~NC(hse z#Iwtg?FK5#pv8ZQ`G7WZKftaB+6u}A8ppfST@UX6EyR9V^M>X6h4TfG4chaGa56~d z3d+IEsK`S(%wit4pLCtX48XOCZqX>LhM)6mdtiBd&`0gqGrZQB6u$E)1anC1vuFMNdPjmI~Ieqg5m$Sv-h^^+!Vf%wz_7dIG(&x|di;GrF4d^9@W$%!R{ zCpMYR&)_}iq(~dkirEe0GqjA%Zp4~7s<+3#EB96Kw&SleG~~wra*d2P%*k;SDnf7* zm-@}RgoLS96!M5f!4-iNUhPp|x6G(q!R=q7N!60AKIPZ87mUl`opbpcGv^5JNbivU z-C&MN+KBln4)ThMvim*X58QS+M3(t|ZJ=&*G*>&y+swy|7};Kep%bi4 z2aJt8SPH366UJ68CuD8=>ty@dZ#Qwo{te&vk?z|uy|vm-Kt=!%gZDNW`9bwH0G#%D zfaHrVMW2<%e9qh5Rcp3Y`ty=EN;=twKUApRLu86SFlg~KW_aVz5zkONd`{q`b;^^b zREx~0tteTs{D*96f)rs;lX`*iMa95z&rXiNH`mAWNvkaGdcS#!NoqQS7YF%&7;uDRq)G z52}YPWkz?JKQP-F(Fyw-!O!4^_9S+$VAdkVo({VB6}7$N;f-Y}+d-2F90xV$x0#0- zmid%MDzRVtwY9VR2_s8t5lYf8wEa0G8*ba$K58*SP&r}Pl5-{6 zbqo0K%jF?EUax1Q+;Nmz5a~7jP^{kUh`kRRve?1fNBM+zr}DTrDPy`b1S>q~!8z!%Dw3%iro6ke;D7?)Ho zVy0VENHMQ|rcxC$Gb^E1JkWGR_?{)mSpZOXd20!KEKtGVB3DznR~-3XA= zovfmmOn1iUD!ml-WRW$+PS#>P4Yr-ytJEva51(d3F+^WWDyUj%;=?60Xnn#L$z{!E z0PqJbDhjF|CfGrV6jq}N+{$9vR%Mb24iJTWB$~HKLCDTx#b5P0&Z{Rhq3viT! zufSJ5=p-igautN0cvb~n21?LWTZ~m|>YCYkJoIl`Jk~qiaPTc7V;>c9%~?E3)8ZC7 zigA?xNZ5@}Mr6HY#pp1%ct2klLPqjqRG~zd=d5jI2xDmQxEYO|5}s!ICsOM3y7nj( zE}NrV@cN1+j5)}Ov>3*Y#nrP*(7q^hGjSSPg<+4AgOMOH8phjV)Vd#d_NRcrpkv=* zIGt{O6zeH)nb`>3C6$!3nHgR_wB?wfN(+X);)vHu9%~IL`X;YkZt?+Aed=`FX7_@u_ucO^nsGY@ z`J6>^6hPx?_?a-{cVcwp(|w*QS838)I{WTjpig>Q20{AnlJ1qTw5CX-B2|3X`4cqR8^}cv-U%iD-lpcs#rL7j6 zsa_8rCeB-{M84-}Xg7I!z^ls}DDIS`;282-6ytd*Mv=HZ()zWva`J}Hj82qwSSU(a z5|Gbvzb_9D=U%_-G2a(aRX;eiSP%IugdNc4M67dRzdD(S!@jR_3FtNZmaEsQJ&~3X zhLHRxGEaO*!*~FNX{V}}{nvMz3y}p%V~C$Yv-p*3iEOrd(aCP?F46^HXf=cTsC~t{ z=#WY+M~fMwh>FGpD|JMpwJt2R&J2v)L=G>t3D?<9@dTzh<`ZK27hci5SUoOPQoiHk z5C#PKK>a|n!Rldj%pFQS!tZe5-9P=ncn&%N+(3Ql131@k;AWdxVm0hF&ZY`H)bZgM zHqzQrDSclmNHVU5)-?hKhLwtu4bsC8-c|>`w|H!lp-2PT_j(&_Is7Rn6<7tbGGH&)^|k}+5Hs_LGD zOe|1p3{m1wu;O_D$@A*WvV5uhaG0gc%?|zQuijs)y5*vjg${hQXpt1dY|S<;UWXNB zNhxd4UFU4tv{zXnue!P{N$E`d_)Igg>3qdZWHk)ibfjGN_x)MJM6*F*WKhef%fgM4 zYpGQ3+2}kjhb1-B8F7evI1o0lcNZl1^M@t2SRRvo732rEdI09dvSc?}ccMw7RCyx1oB^ z5PNeq8n}n1OiW$z8U~6cgB@YDpll;#B`sERIANx$XAyv~O@3sY~uEAi@gEDqO3j_adOJuOs$8wRhB zz_icJxFW7=OTw36*~{}u>gKTBh=MAu2q`!+%pwYn->DFXM_z|&6cT(6wl(k7^So37|ASYKVqn@;ETx(F{N1?6r zY7`TNeljPFK;5%8>=T91BKD)RskEDO#yfl&`xN3P>qH2~zT`FZ?wU3x;$W;2}$bRAc z+j-X*^4G9@5_3N>q*iXU>p}wkIR)ZGQFJ^&G0{X;MpmKRr2nEHLzKqk>}qT~G0;k~ zCqMcFOhhn1BO`?&s&=TC!Kr_ZPV>cLX1iWQaI9 zF&dCS)+GWFZau0om9;me!4GQrWCzGJrQ#3?N)V@BI4FJb=!vuKoGqeA(G-?Wb1F=O z%PY!i7$nvk?rArq>M2Fy_7=1aQ_-w?rNOC7e^~i)=l<-Vh(p5E)^}ph`vXy+8KrZK z_%9U}k*#!j2$8KLPig zb6SbOY2kq**hGD1Mm$Gfk)&h`71%X6LSyvdFa>lfNvSKW>qNpoVT&ZvH6)Qs+;u;y zUx?uEu>#5Vm!HRHQ*$q|PlBiXTdy|~N4{r7S*nHcXJKdmB3$ZFB6oOP9z|{P=&%&; z+eqv({H<$DV69cNxQFz`9Y#nwIBifhhE&f~JmI|{4B@8`aZAh_nV@9b&(wTMwS^;_ zufoh$pu2Oici$b(vER4CN?~7%k(n|~XQR?`-b9h9C1v&_oDxJ9D;KYAB}OO0PA!%H z+Jzr=+-`cN_FKx0Ka&5@O(@tm2l0Y7xi{?$_naM)&Km!5_{8-^WyI%*o|Y`Uq4dx8 zq2HG#4)AdD#Btb;-hsksR<2S_J0aea1KmcGPBbR4!nws*94(%Ow_j8xmD%!)-U6$# zqVw8{IwUk&(I2v5;3Zq2CP3NA!ey;ce5?t*Q`D5rsk9hYL|(AJQ=(_j@WCCcfnTs& zz+Xj}AJA)yxLfC;Jcqk>KE07CJmapHqW^*_B1a?H> ze^kgL*J|DEbY}hQf7&Wd^+a!xi?~grI?r4vsVS>Vi)^nz0yY5+89k?tpvrI)^Vu3N zcCx~Cw5fu6+80iw>M)F;t?b8?VkXLv{Rp)aYP0Hu^?AGO@VlFsy`hY5?xmax+54oj z(!*KCa0NtBWtYi`dZ!K?^PM9pXTf>VaO6O9gRRl`o3Y6>ESaE$$~n?#qGo2N?K``; zZFCamNBFULdwV5~_f2t}`*V6&scmAi1Q^2MY1v9i%w|XHH9ODax`){3ARDn@;E%7? zi(>V;j3CgtK*N__Q3CeUk3&oOJY~57_UGPjdk-q&hC7!m+YJP)d3CGGx^Hv&# z((DyVLIaI!;H3UAa55HfHk4M@_tZS!=fM_95ODLgjV6Jdwvi!74UCkX*IUUef2?kD!)v^={i-D2=5T^v=DA(pe%XKYKU49iG+|{= zR^%0X*}nRING5il>|3a1bEEfescddMrg-IYh^RGS>eCr1;}f=`%=xCiKbq6|ZX;WYh@awo zki~!5@o#49-xDsoBDx`UhMQdk!itwRA-(p)3rtHe*sy<5B|KLU-lytujJM2=P%KwZ z7mv{34fopYe>XuQED;O>l0VgkCr1*%8HFEx@v}P4&6m9KkBw?lv~}NkaTw-x2ga+d z+`D@r7ic8|3c)cYy5VoZp9B8)25FQ;1ap*LF|`6ZJ532O6A- zXAWpCbl1?oXc*x;?(xC#+G@ALx2aFp#M5i>mC{xm#q>M|ndUknxeN9Q^?+MO34R#0 zM;WtUGN4I@->LAWfRI|NZf=L^wT^2}iTU|(JMji$=XubfMk2Ioabx&TC*VcR8cVN;gI7`}^qsAnYB0EQz{C%c?Hhwr#u1wryKox@C3Q>auOy zwr$(i)c61IO}zIeW+vih?pEk;+; z&@>fTiixdUqy|;%LvS^mxu$O5}sncZA#IjX(jqp)$|$fg!(N){K))^Jk;+Ijz|) z>s(fv=c)%|`RRlCX)lyvcOg)$zuEZvg+SXb+H)5naF~U5cd^FFUp&A}^*!lYx+_ru z84AZ0ZW8+`Ta7%*H#cc}W{lt)6N7EfHL3-Y;E00Rt_$KCK1Q0Yr-e1#Gaw#W?!6CW z$D;>S2UK;28qFOGA%<2dPyw@UuSOw+Jbwx{I&cZZ9cI7l!QEYFHfn|hp6o5DVlHPv zqHxwM3RN6Ic+tIc_9|Cika$;G!H!;B?p3W)5J4PphgK5v{du(FUQ3Z6@NkFcG@3g3 zkrs0su%4iqNrUu$3v4x8_6n2vA=Sa}V{=In*xcXOBu8LvdvJ3HxeV(k6!G9w8lPm9 zSD?WS+Jo~o6h9V5?2Ns6ppCV^r~k^YH(HjTa-$E3q!EZpVJ1G5vdPsc+{cjFL((|F zf#XUtRrz=0bEkYnY61RQ1@)BMyBK?v%a==f#-nZf6CY2W>#*Iw^hr)lpH$DE<{7R@N-)F5RrK-cQ8 z&$#0viUO=p%^j4M6x22{@tf?D7=Q>QON=wi;iVS(Yhc)Yf4unh`c*;Zwjnv#%Mrx) zucJWS_rbXe>bIQn=D)v}>ixK$iGH-7vtrCG8nkS%JK+?eSX443HOy#v3U(IkD}Auv zi&Kq5Vvf4IEHRl_*Hz0j-8cCLIJm={*2czXMkvUCK`<{`j!coj;wn0=>z|C;-+P!8 zD@s0c6$Qxz{z(zhi(JNtNv;Jgj0KV+hbz40LrdL}5G$e*iV!3HRZ~=j>UhX-zJ|B% zz+4cpjlZRs20Tx+9%ngUwYm)(dxc|Ao)Y|Rs8;?dLwBV&pW4mmdPie=_9-9pq3B^? z>|<3|X}^4v9A(b2sUO$p>0$THP@LQn?&-B~SxTe3Sy^8C23_S_jyKDb15RDktEyG< zuDXVo+!A5Q^e&n;2!hqR7LG9!BJzCo;G)YPor@Ja9Ys7%+QyN%B=9n!@G*Yu*3oYD z3N!um)nR#DZ6xf=v+;WTr_%0o?5(a)HR&84UbG0miu!Z7$t#8K)AF(tA|IsNx1a*j zdo8TBHT(JPV_z$7FOSUd;0B)7r%_wsv7UM}h5J$L>;R`!S$54@Yr3)9g75frwf|B2 zjbf!4^Zh8Di@yxL)}M78Cnq^M;9(Ljsi5f0YIS?MrP8s`wcBgG4KHr)Q))b+vXlm_ zSg(AwO$Ba(7YEX%B4&7TWI|v0yF)}XT?AozpOXJZ{+P1W$&ur@xro4}MAVF>l8G(u zZIj54e&>AvO6V zb!3ho^5Sip8|KFPF#r;#R9LLUkepVgrx^Rj=~^MInS9K&N!BVAI;VElbft(+Q+c)< zfY;TvmR9WW;=1X77b>;5Y|d^|m94TpAg{kx3g04E&X$GUGYQ7e(*QYrh@8oo=)c`J zs@akpGWSQDw@hZ+&uV4GW?utcN447OyfJ^x^}{7=uG^uJ8Q(3F13NPHHupC7l+F0a zD|y|jf!wDcwdwZt8HI}s-sb_+VW-C*1OgtH^FKl0Hw$hzRJOFvZ=EcdW~=;>-e>rB zn+`@80xpLe;Xv~^^AYDh?R~xrKC68+9E`b<$|j_m+P)zmBkE_DD^>lZ>S?zTx5(RM zd-7@`d&+CbJ!#*}?*8wf@6_*)Z_pGx&Yxkxfo$f;1v_Nn4txzzin}8bB&&p&I!If= z8$X(y_dLPf1fen#H~g$PNm`+pBqZ$w@w#s#TOd4>m`0r&LB^;?y=j+!&$8jV#ho*a zx>~rnvbg1TOg!R@xhJE z4~pS|sB<9b5C_rw2upuQ*fJ8hLyQm*!3%j+yFVG{fw%#YUa%qS!Kg(#%!|1=!ADum z4o~-!MN-DsmE1vP>IVk}nfUi4<-HR2GC;JnVzhV)=wUWKqdW=YsI(qsH88!y=VCHzhvC~#;@NS zVLg zmJEOAz3i$XYS2U@l2)X0#1cC%4{P`4;6L>(L0FAtINp@6J=@*PwkMc~ zFZf>Lb|i!;Hv^9`Ve=#F1l9l4+cojRIq`(0Nm)PddmuCgo~Q@a&-G|Z<A(fkanXE4UKOs!|{!IHY!;G5v1;p&6p zrSO;%2_i#M^vSvTf2M|BLS zR;=cKBFQvl5?G+QOgTY1z8E@^0KdTe<;JRQya8{R?PCMMsh?*y*aGa8kxug0At}l^ z>+Lp`&wQU*X|9OFgS<6MNYh!~J8!~D(U&T#^zO|>uTB$#|D(CJ(~xf<8C(&4|4rs* z;&Hv4R~z(n_V}%lIv<=88A&=|So)g4M1MdkNnk22=FTd;`YE8kjC$gpnL37;x;LSt zDSjiNLw4G14c=1BBY3M#Y;cO5*!(Eu@c}w)gjV@8w%a@7RQu9plQ#E)oHP7S>#*od zvyImVy99MB=bNaPzy?H$U2ePHl(>1wH&QISszXN?U-JoQucxDR;-I%HJlF9t>*hDLybD8bt1;?8{-E|rS8G2r^0Gv z`~dHteP)*Yr(&J8^j2?AO%9ehMzvF&PWUHh20fT<{^R;PPU?MLn&&QBy%V%I?>FjB zUHe(}GwX*%&*H7{Ip)NQ+2uT&S6(#NCwQ8(Cp|Z%NGX)dUsCyeEd82nrFX+O*rK7? zZ&I=9hZ0M;Zuhz(pj}8_@q3}pYsecsb&KU9R{Qn{7X893sGymAXSvY@?VMdPs$MWM5{~zD}cl6)LGV2d| z{NE89$Nx?{v;TO*|97mJ?SEj)KX@|de*k7S_W#D1|JS|#dptHK*8l4JpEWDT5Ae+R z13&-7|5<(<^FM8@Y;6A(ar{WW|GVV}lm4$>EUYX)=kS9+v;4<;&Pd3?#P)+j{|MXv zH~g9Tr{(`2e`e)k;bi;2@n`?p#foAgw1$FxfI;7B)cs z6+~t@jv4=317*bG*RNG5OcQ;usP>^wEm2$D@+GBnlNoG842!bL@U^9Et;+C4JAo*e z#U)~suj4M31ULn&b^Y~e0k@-$>(2jrLOQOBNri+3qJ4?Ysj4Vw@NDO2MOx`^1v)Ap zlRBDOaozgj@aJ=f@;iHnK|hRHZ`~gj05VX|QPbT&duudT-F8RJAq{$5X1Cj-yyp2H zGzZpls=QpM2Zgp71pkZ8aT_8*ht~)mGW?K2h|1Y~u5F5iwCQ#$4Y zSI?$_DvbSyh4@}|&v7@s#}kTt;7hf3PHz$ZboAUdhF4mO4-@$6+0V;?0=q~gD#*ii z_Ov~^;oC7U;Jy^KNv&rO;=hYOgp!wH z9l_Ua!{5t|$4I48>4F|-7}&E+$Q-POe!eDUm^y&TIGITTN=mOApo>9p`NpQe2JchPEVw<6dq;QzsR2k z^|Q8g5SIpv9#>cJ?n@Y=W#{>k(#d5nk9}2@?D_dx1-ZFxjEBN(9kl1(KY61d#<3Kb zRrD{S`Ir(zod&~ry&464%Ur0jZuL^XT$#_TDDi*D%dQr~ujNJo34W3%QDO#Ou9d1( z|Km-`__MBFz^-_WUF_s`Key$)!B%NJHQ18nQ4jZHwY>b-wQL!Eiyfu>2C~=dbt6d! zyZ~k@##P95JxJ{|)3@IZ_{J#q4u0VkdP@XdV0%HUL&^>LTsh@Cw#||21qyA9f5fWS zje9l&L4QOayv9=$_p|=Lm56UUgphd$Y`Olhcn7aIP`5RHu;1bmJ zfE~^l273=}L9+50Uc_g1Ho+d~%lWr!da=};Y>kLJesb809-$AWmp1gUp3)1-E`UkO zILHI73n4T%nPfDc>j`U)sBj9lJhn-J|B1sAoED?XU+Y$ACJcvA^MgpDLk<9&9FC?? zdhje9?M{(M6dXq@VMm&-z$nQT%i7azdkX-5W31j5xFKo< ze{u8W6;OKU(|ZEzAQag_-X&^5yvD+~=ibG8Npk?Ix2A5|FtUd6$t#!mDVdSysjaX2mn0=bz{|aVb`;Y>2;-?$%+*M*?mcp~4NYGl1(2@KuD^GN8tD@zwgYRv@)^>D?ip zdi2=YNjQuFVv0i#k+BsCbWWumYFm`{am}MV2hs=Qhct)fp9}!1L8EX4@>n7S@~j0X zlnjt_!w4fTPpR>Av~i4)ltDTWEwkF`B={?gXKAGiirQymUobcgLSdKw&9JLs?BMM1 z!#$VOo8H`kV)I8Yxa-dEEz>ZB9(U(} z-p%rQ=U14zPkyOaYeFvS{W%?iJ72EUb-p@la#pLf(Vd;!r~$0b)u+%_RYIvVXlban z8hmxMI-99a{L|D^bRJeVxR4$gGr_Nw?6#6>p*vRk`SWh{0T&+kZO%SY}w_2c< zM8!NvejPhMkjSAY1_RWa9p2Ve<6}L7V7ekXm0|zQW!XhfRaViGVLa}Ejej7haCr(mj zGcB~MZdTjvg&kBA;UmdYv>ByoopwmtNPBk~UeramD1pIF2gp8}FN+L#s+=K?b92+j zXavT^b1V6-RaD*RZD~w+r@GM?z!8I^Bbd?*qn?eS!SML?Pf-Jas_O(weTc1JU%eFS zOsS&T|2||~8F`%{+Qp?BVVyV|Jsp20NLI#Bpaj~Xkx2>3;sBovu^DElI>wUZr0=*C zdloLz81ue3JG%gtmo0DVMxo4HhNZqJh7M}&9T$=_J^nc{ez_1ZtF6lcvTVg==hk)S zNsy&;i1(;l`xFvArBGsQtEqc#qJx3g6FFK$*v_&>We<+qSDJ!1(+A6c^$oK9(G|m(j55XfaJ4+(;hVTwA zd&nH!(j?RnCA$lwoSOzH{JX?bTySK7WKXP<8Y2c%p?Tj-$dk5z}l;EUJ`}0)GcW_nuxTnR9W9cX>f-%r9dzc;N#KN^mm0HK7D9bngX|B8hQYGGF1Iyqgl+ez^LELYm_o zg2EeO9FA-q$6}E@c2K&t5P1nLpgi`2{hdf^-AKAPyiFvBz)i%wK7O-ieS za#RE0khdUOOk0L&@szdhVIj37bw&=gjnx`cP}Tllvo2meayPo@=A+bZ1#rhELP0UX z8${ZG1n-Yr%IO1@(Ej;mLWjM5!2Wn)r(%_5k7YFY_&N6&&&y#$EkAyZyL6m$V4%!i zxB;i_4C1w1L8nqxdD8if(pZ^QhaN|jut+PIeMy(652T8cFEs{DO5z(le=G1c<1fDpFUq$KajLE#anR32{Yy#Hgd02y0K(7#gZQX|dpk>iJ!}o$&P+$! zbaGJ-gKs{fzu%>{6Kg`2hQ+n>g!`CX>8(DJJ`cczvKDs=)miXQzgFVqDEPgf=ISnS zTQ8v&(zX>v1}g-{u$V`LyztseDC=`Id1i2|6xE%b4_F43)F{^wokm|0p++GdliEvj z?ftt$J0P{?(d6JLYZQv?;R+VQ5mY}m*?9O@K^KJpU$i@*ybT3J%xXkYF6L$IjK>_A zVrJDY@|5Z|le<=W1%EQ*>J+&N$tKDS8?gz|CfZC+Y(=CdPJ~^ArI@fH#!OCBL%b&0 zK$g`RyRQ|rTrxLmC&OY03$h$iO^ihfQ7a#d1yK#L0g)Aj6^S)o2!v_@WkGS%DZq60 zfjOuU)EtGDNJBGiVJcObUy#86>=W32w8?GRi@@|&R-jJWEo;(6ex1U zNQ!hY(0vJe+Fr~6K)@`hhY4-ULSO+$_?Z~;0b(TKD3E_PY8@1yAVoA@?^jxnaI9o3 zl5BcRtlUm?5#4VI5(zQ~#ms~rK^Y$ZD8k^gc&Lhj1_i3H9vK-F|G1vtITSOZ$}~s~ zvkTOqaQ^>(ixS5Dl_2x?L-PAYD>ftTprdFoT=GEHs~FIY1Q5JY59k)rjX>n5c%eNj z6MJFlMGBCI;wOrWf#N4NL+A|!B|!XO2>S@zi2?P^Y1>Bmh~DuIc$PS52E9hUXYAzx zwMXedbIl67!3p5VpQ=aPB79+E(x-5bO07ozKk}{x^%S?I z7eH^sFLq-bAP$93v?7d1c0$?-`Fh8gn18GCz zrn00He;2&YgKxDX+D1>>0WPiUA8Hlx3E?P>>P3lxq^r@#ehu^ zrp!0p^~U`HpF^hZ(EiK~w{pmiWam@z%|zb3I*!tI91A*qtsgi-*O;<-#vd`S|+ z7)#y~c96n?R)hj>BfVIv93!38VZAGLFKWOjsHmbfVlJcAq-ZK?BRY``X)0plUC5BK z@Xxf)Q^W7A1vUOzjr`2*18ICg`c_oZ6fvYo(iA61u~-z~Ujl;c{xPU^5_8h@qX$8u zYvZINgrhFMI7*9=3XoeQ<|KCrAud7L?^uGdrO0dIvw{hKrnUhw5=j!Q;OBY0>W0(LQEcsY|u{X$4h*tt)Z$H=Xh(iIQPoz@>iEi<)>)5T~53j%7qMjIs z@W!ur1h3WIF<57Gtt2Ct?ADY1GY+(8e& z=I$k?i9T^p&5N9Qr~j?-PN#}__=K<6jy-;WdO$Gw_B5=ag!9>I9eRv4%-t81F5ZJK zU2sG_@~) z6WD1L_02vu8?YzY400ivYksKA!g;{(s9N5>YL)xeoo;;N;aevBwknVo?LJ1XopENO zdC)<%L(p$&=K~13o4qFaJ z+N9~D3zpqI+LYZL>I-r3Hq>?Z*qytn+m!A%$DoI2SncH0(bhoWhdG?4t$+`8QxC;J zQwzqps)A;q%pk~$`S1vK?sImVhMK0&K&x8eqv5Tu;nfMr40Vxi%b?e40lA-_MRBN) zXS#}guX#sl2EF?GZrPlgk$5DDB1T?VhXtdw`fmY7sahH>L5HC=DAwA<&LjSw?3iaN zCR0gjgv-f=i<1_9m1xal8~46!9F3Nq43|gnw0w9MCXr%QGk((;V~oG4e*CuyvvChC zWFERHzTqGF)|Tws?DS6&1#Xbz>TTZ`sqJ^wT6@4PU`!a8M?q^eZ3r(^tCJ{l9MxwB&ph)SMxH zUq=c1oOMF8|K{1U6wmP-YZV?Y%Wy`R0O~- z#Qs9$!9G9jBq)_O#qViFlBSB^m=4o4B7ocVUhp!Wm|HKD1MkeUM)nEY5UAg;%@<-~ z7$(1~bKp8kK#h`Tb9><5c<&)}GwatW31Q5DG8d$y^?Q{_QUJR*D818X{&~H|DhyNM zr=}5h%MGz+z?KoQ@XOkOt|IUevp=c^irv`9I79fbvIefHe~L2;f`_piE_*#`%6r?Jk+>y6B`26i|IWuwme!0In&d$$% zw`4o$RhRRrx%cu0FW8G@1Gbs6kY^XaqT3^uw)#Bfn|{Mz$*p&j(t}|t3nFC1X_UuM zfY;yo49gwad|f$}2hxkl7jetK|Azkq_zTk4NRT~lGKk~`t0QREzPIE)wOTcc=C(DD zVNaW}DQqMw1_=i@bn=!v{8&^f1KCwu;m!#+Dgyk(g>pZ!X0Q;Y34AExIqbP4Tb!?> zHfDbNx>t*ogV8LI#67(aONWQG4&>e~yY5J@1>w}|18)aV=uR=GTbAmHhda{oFvCtti}fe?R`hg^dJ@)wv7kGa4-wdo zYf@V2K=E!4BSDkVE8DIbE|fwig4q{Fycfq``<*MI0PrHp_MW1V!rp)4_qZPLmkTTp z6%f?F`~Uq0O4EhY>PTk|jwkCCkfc*lF_TcPKSc z79E&ynUp6-aecKzsFD|NXQtVz;RJcHCO2fjUXQ4BI^dmmhVt=E?y^hg4V4%xd-@h} zSc)dCUdHBu*Q=p6N`_cRXNNYQ2V=gHV7`7N3~lbR{Hwd!cQV6y@ELhN&&)?Rdv9AQ zQ4ky1xjQzO#FFd06QAy;=iRitk9NbT|42cIq}jPOqaSAh+fSU?_guM;Njntu1(n4_ z!R}^;FFj@q&ctBv)Pr;>HY(n3WKm~1IXkp z;Zv<1vU7~~!bUu_NKs0TJscNS%R6bRDs9I~&~$w?ttOfb=-Q|gTmx&Hg-<0WC-_vT z0eblQY?lg6R$hJ4CYL4QqoW|y$GT9&%^AjIps@}UaVzaWeQc<>bY%b&M>4aPjYmkj zGM=ml70k*#4*5N&>MDsk3;lNpgBZY7q3WKDJ6=S`E~p+gJdGW3v0ZfZmnsA6sJFmz z@I$Tv9~!l3Wct1?N%sT06R2$aASAzlD|+`ut0OJIE>MnHCLq0IuKfw<3-Z5Yi$}kv$4h9`@`*yeO;at=6v@N|>tl?$;pvn%sDe=@FN;RmA28pg2xEJ}JN!%xu`_vbdB z>xM)IxA10Yg11YT*U?5+6YIdWkhe!9CKYFpT*W>n#*b<7)O!AoX;t}N!zKbRf&oFF z;|vw9L^^wki=&Eh!dfvVu7BfA<4+fB35GH+k@+$IKun_6g*;s zG@?vgJC7!sDmE(iCAy|guk$S4Vo{1CiWG&1?ts=(&p(+n?>|*F!k-Bw=P(=i2u>VA z71HJ}_vGQs;J^oMY_1pYHx23iO!_$#Azlo*Vt}?0YTBnFW$H&Q*)3V3HPV@5EYx8g zT8dM*!6Op!ervuG(WEq(;ab-JG{-c+#lzp3>ZmMmM7*akT>bsv#?)_XYOs7<=5@5a zRt%i1P`X?^DDd^X^*%-yJGg6VE5B}OJM0^(<4t#%zPR21Xx^hXaxGH(Os6Z(I9!(H zz1{WH#)vU!w8njVf_?jbgr(Prx7H|QDQcS6TVMXM?Xh>k(%o71M#emCUNyNaCP}}@ z9;0xf&HmGD=d<02i>)5Zc_J*AewDyJhgbU9U~7_K^W7lJpIiP4!a-Yof@e;UA^AXn zQQab`VEJICYrpBz)EDihkx|>(oLmcG!)rf>|E+HvE=hK|7%7293y!B3c0nIHIrA=5 zv~=V|isO0hTz*+vg_=)3YP!2yWAJUhm!TK(iO_>y_?;&8-B`Ctf)lkfix=npCuTCa z=yPH@k=+6xer3JA_8!3X?7C$(k7pTS{nn7(2)D>*SdKq)5A4N${lF|ZcPnSl6$eWMi zDUMYe8-%DO`#vKisKU6m}_+DV9>31N}KgfiJ6-3?ZYdj3Y*Rhj_jt)@zJ% zQB%u{yv|SsE-!F}=qsO^sh|<2XWOgk_+6E%=HSrpH*s4N$$nYBwUDMFC*zm~SzE0B z$xBNd69fSZ28pLPp@hN?5XnE<MME*4pan~!9#W^oonOhBw1xE5f@LS3g2`mOPG1WX4u8aZ65;C-#b1OXbh z&Ta9sXE*8RC()(<2W z(yiq(i?%e#Wd+@y@#Tw-JvC^K0WPrZb7u86<;hR4b_1H~+@v4?q>vi2p z)L1CGMDIS8`?F3nGe#nO)s*En*L$uc4yep7BqP&)Qan@1{5NwrRvrmUX(t0e#iupD zSoRYW<{YGuE>;SNHo5XPHk4mQ9sTB~P`o1sd$4(^PgGN&fnSh-N`n2+_S*ZsP7ViN zt~iBkmr2W=3p;e)DT|#|k|`KgS*ko#(39El&FiM{EdDf;!-aJ@?R3xCp5m+LY_!9i z>>cC3mCMdO(;KM)hUG`)+`N=sjIQm~Z{4s>hYhA# zIzfzgC1-02FEnlAmE~mbi!4Yh#}ZAL9;z;6YggE`5|Z_ASpyzlhP9v*)OhDOQc+f% z0mgz*+`>WDOj4%~=$p_#>K4Y<33A2sxr{Nl7$S%~=Dg6G#@ONC7#IsqqkO{h!q}R= z-57C)@cQ7dE@*b+b;+^@2MAi)wZ-_OPH?Zg^3HS?V78X`V#Iw7eX|iI?-+| z>W<6Vu+231@<5*^fsPfH6Dv$VW{4>jU#%vA^+VPZ3U)48%T>=2f`l_>Y_XU}`6hR# zf4r3x6}2ynG*nD|pInDv=hyXYFWyv+?Kn<_1UG#LGbNES=EFel4v{>;``t)zO){aI znH8onkeLBfN3MltdrF)o@I{p}IB{7OTV%E7v~>d0^Z(9fpBN(OhUpbg9c&i08e8^P zlDt36>rFbX3yxnvcMl`|q#4YCMV0;q8Vf{yebOETT7r3)rBkS*Fq&FHr?c2%kBqZ< z`~sVYE!C7Qt(*%_sEGcs>www^oJ|j?m=d2F2H&pN{*stg3S+p zc{m5#nP@p{73~Tdm(3SqEF6*6n~}^HnQ-g8AX9yS=GV_3E?zPh6>-A_kW-E3*_ySP z#LUM<_tK2Uv($kFb~`Dm5;FSsc2w-ke+le$fwoni={!#aPR;U8=d-OP(;?Iy2;Na@ z)*AC9unflnOUNO^LXpCO{$p+kLYB%w9aG8qy)F$CETl2BCCXHxErt2!Q%JkZtwP(tO z_B`Iq%Dnaa&{NfE)x43wweL-DdlhbY_50A-M?L~U)|I@>rjwP_|$^L9+o z>$9H4TEs2__L;MG7t`ydVI+&BB?DAmNy)K*xA)XgT)};D7`b=;m-fECKEN^t?|DhS zQg;rI(g$V@3nCKoQf4;XVOpfg(vM=}rqO3~&X>xzRANC4S7X zG<`u{NwRC))PjAmmE$8G0TdhP(AY2I(mH*nw233=X=JN`a@CVcDL%#zo~^D3=Euu_ zjAD#OIrB$LGZuKJ@NOJ-Sp%p;@nZV9d1|OQ-B!eJ%HE{&F3UUq8-ts29X#HncY1+m zd1QH0Q?t-HN@}B@;x2@CG|`h*FUxvA8Q_3Ewd+|lU)&2#*yqaZFO(|aa&t@%#Iq+d zk%(2lyaYm{#x>6#1mp$s_sv&dX!9SdRsL)DgFO^b=v}>oGRRu2U;gi_u|=md%ms^6 zhLhxRE?5bPLR>hh{QGaxna>aXpf5T&;87m7mfRBaAZpE8tW#ggLT-z}p0a$YaI!I) zI+YcQwF8BS9yUzTTHHafHD_74V720IK6Ol~H|F{03QKK{jG1}DOJFQ2g3*dAJN?;H zIfm^9;-n2Hi@EG+)^n&2IK-FqhKy0WI*vb{-jlNioLh}8rWfVsT8(P$dgVot=n?*I z?s!*A{%s*L)Jh$0ZXx0)13e&99#MMh5h57&oF+rTn$%J~78=#rX38Ulp++fGiVx5C>z->om-D*cFuoGD4CxMwINUX zFgWODkhOBPVJW62$$lLH4ZCR~yE;}Enf(F+6eddd;O?zhJK<7`Qz)4@83s_RGGe4n zD2p{}{k<$$LwEHeRs;Jt5FQh!We%#47%a+R7(~D0_{KV51l#FG^jj z(kFC$JONtMxFNj%%TsE!98+d)t2$CmqgaWW{}VW*+8_xQR(w^SVEE?HS(WDD!5+9x zAi1vIo7wrLmeoj6q_4lNFA!$Vi1;>jY z_ZXlz`x5>ypmUVayo?AplTLMaXZjCUWP0Gt5C^94!12uq)<^E%c;cLj`Lj4{1vuXa zG~{rW!Y9y~v~$qxr0DLz!fT8uLk}sK392l6KSy!3>th;;(`+)NX&h z$-Y=!Qx;%*Hpe&4FRu?*(!Vam-HGR^%ZAI-OHA2@nUUv^Zwco9+ZQI$IRZZTiV%u? z_%{3jt#xL6eSbnS1fied#pTzaFDdHE6afV~?eyX=!!foR-B+Fau|(0<%1VkoF8CZ$ zZ1U$D!A&QUy=n@L*@y+!;{>Q}U#+0I8(c}dl+Kl-I%iRHtPWq!f{4ij=V8AW4CaAu z$NXK@U841ujM;}UY&%^S%g&KKi80w%*g)R|_SS!>8lLtlL{@g9lWQ| ztT>wnV0 zH`Yv4TrkzPqJPrObTbbX>MSWBHVqY42^FW{yohXTtfWVAteae`n&t(vvJp-AI#@WT zmTY!{Xy7r6drNT|x4JnuO@|Bh4^goX2%D{dwx3?#Iyp5&eXLhYw;>w^$ z4>Iqwy^D(nELY1$z+R?>|F`ZE8}uVZseF1sXZ?$#Mr-mIHPEUV)au)Pi}YL@ zndGMsr7pH?2Z;y_{g>OX7Eif-CnDG_C1@+b3sFU~q+dGyu>n;g+^{n_YfM_Zf82z6h(Re(P&EIc;MaOONvq+<~g&QhvPWbaaKSu!ti2lbCW$(BbUd0Y@5coe}e2;mXK_9m=!S-xBG1 zO~y4uU_uzFIy4qqrR-LDn@kknCy&tZBv^W-EB1>nbla=;R^csF;lv3+OBU=mu;VN7 z<4Wa=T2n^sR;bxun|0nOL};RS&_W0dJ&w3KGhq~o+=wJ;E*p)~Pf?)~$;A?QH3{wR zsT*QfqF28)EsD+UPTsVhBTlwsB@e7mAg1k-;U1yllVRCBmAB)Wcm-OW=GQ9yn~ES? zJ$%jIhG^jLIMT?M?d0?w6GmO;(M~6=DJ)52T;$v4MF<%1CoVCX;ay$Z)WSKoa@G^| ziJzhx!~6%)%0eFaSy-H*KeFS}Ad_?~I#k&F!{BT{{K3G!X}Q#GlMapV?%{v6<4@Rb zGC5E;gbQQjjU5@|+v4Hh)#kxoa8(rbqd|-B2vUycn>`HuvUuZOy zSpuOuoJ!A`849YR$BmI_I9HE;U9%_$wd(v;+HLrtF)cW?L?xXvE7z9Z<&pT;Jj`pm zUW{%zY{+k0+rozWrXE>nAzneV(Vo{oZW-esm5N!KN^&eslP24&YcuA;rpOr$oPFMy zZkX!;1q@@b=HJM}U0=>)v(oMl{9Vd{)#^N8@YtjmQ9o*bvg&hux99R|x~Gb0MRPJO zCW$KwL`0oTiiwz{XJ&10J@<-Xn&;YCZW_e6?^o&*_z@Tsi*B&4FBsIJ`7$^o`ng<% z(EZ!i5;=Q{k9v!rwK3Pe`z4>CX*+(K#12cF>)-NlT{7K#;Tli26?36XN z`Bg$GA>RU46ZsHH=Otn|uHl3Bd#>-8wjh-OQqlZ4w;t#+QltUVe}Yq3A3o=(Rw}gx zS7S);+HM^fku#(o$R8+`^oamdnCZzA${$}(h>(y0?XypF^!#JT!|v^D%Y`S%KBEr` zs*4@wLuTIu44`}rv%L%im`;D23Oi>>AP@m)2=RK54;Ulf4lw(@ERMh*n3dYi=KR!F zt8c9opV3j{Nm?qw8C;a$CP0@pUMvZm0UufVsOL2%WE<(3Ts6&$os^Y)P7f}1QOlR( z2>+F62p!P}ph9c`YG$9rxw`=lqP?h8Ylad4Ig)DhpId*iztGwnb`E;#c{KtN5gGpj zn|cny9#6^`V8R)`q}f>{VGcT=zOpP4MRMk{Xvq{m$4N}D{yTJcnr9+=OSOr^j<*>} z+DA$-4jYUfD=v>LKs&HcLoSyQ0xz1IW?bvsBwaDoZ}LhoOC&47eau~hx5oV$(zEiO z2eeT$V+8K6tgwI|`V1dt=kY)9ztS5`C5V&SB32dDtq0Md-QzrWZR+LE|RO*WaC1W|l}Wtgv{{^gV=>%l=i zQ0Sxbxcs6*Bti|#1&yr3>=7)o;66KO#I#-B6Uf@HeUDh5>eF~3EDfeCo6jXJY!ug> z;`S?^76rMlF{vYeHKz%m!St{ajQ}!DBn=|U657Nt!U@n;chlurOdU~l~1@926Fa@w|a+% zg_EdN^UKXMcGtgcswx~D43-G%9Rovml|JEN-corW5#G4=*Y-R@$*(gz#aNT-bt>rd zA?AG`BACNv=m>rSrLF<@k|0_$O(;!RZT||cuNN9UBnZbg5?&GX>bw}dLP4RBhuQY#%eX$`dMfWu>W-?bE1-QO?$ z^Dn%l_Y=7BVM%`d>?F-&^KQz*yGhqKT1>H~w>N7ea~a+0tT9JCgCm&y0uR8TMZ!u< z&S$7j7w)tqj+iak`mfPF42$7?8IiMkia<)lnR$%*(K3d08JNr2%mU6g%PuPHo0i47_)T_5Epeq#9!1-!(VocUf~*-#8kV93Q1gP3W3ltssFxH`W87+|%x>9Qf7~n!nvLG0sgEI8U z!O((qfq65`N2=L~KYNY)*D+#A{9f638A+4A)CaX9)j{^{myG49_uY_Dm<{4PU}dI- zVHkeywYSC z7W<=Gfgfg#CX-fCR2W;eEpb-Ca%!d9Wua*mM_F1%+j*zQqe4G9U+w@InS=oVASJ`f z{PQmGIs^g8|6NllTBX|no4kg+CdVv4|M~8b#!K;ur^Nemhs1qDiweMgmx;i1uRQ|FV%Jqs z0kO5Ec;$af-3Df6#)goKq)NbK^fn)SA7o|#m>3JkQXxr2|EOlq8<<~4wMI_U=n|G; znnp9UeF2s+q_22b>YaBX6DVGzqpNIb?ds~D7+r$teU&Zy#8P2;XG1LC;_4O-Pa+6@ z`sb2`{{b07RwLVxH=vDsImCdzjWh$B{{cxMYcRM+Fo(XK)v=Au?b?*PIptXucJix=nG zyzb;^-_t%A1PL6d4SVr}4mPFXvyl7>}*%C5Eht{6Tg;O}=XlZUR zB|7Um2N4v>oc;uVikwDzNX4`q+CoN37e0fTLQdn?(WpWK~EA<%a&eC5%7u5TWup`kd z75pLfqC2IQle=x_2C3y_C?&e6qRh?&3JdLON;9x_r&MTXXzMwO>|_TB`iO-U@7BP8 zA8;tpIQkJ8NAyTUp24ry`LhwX!G#>bF3xfax65U4M~Hw`eFV)tM`i=V*3v-B`=iIT zlCs}DcDyvq_WU`nl@!dDE+XMo&kLo?DpU(rjJDLgsV-Q~+jN2cE2(uvUCy8mBPpF! zEYxGg|C&?bGpMvz87i50V_p&OZ_Tr%zZ+;-SG0^p^j`d>xt%da1n!JM6a=Xmu10{o zGe*W3cg9OC)x^xGUBLuFYJgwH59w5xR$x13$X6oa;U21 zN!I=|(5?~LT0^@UVEe2BQ5ZR3*`X3$NLII%sD)ejrlg(9*UtzCbRirn*SvM%T9!XC z`5}mY)*v6&_{6D!hK9zJ+2r#s_N_tIfRBOdaYcuZTUyYDPiBV;9gV;{Bc=wrWx^5_N?YFmg>G2C4sMdxrDniiua&n;doNU$q!AyuYdCyTILmF7;E~z2 zdczzf*I;$;w#G~4P`nhY&rvRU2|9}-K)KD`iEUGb${zntnoM-HY?WUuTjXabt9KfV zb~SKiMg_VlFm+p6e~jm={nT^En0>U5^&#U0%j!QZee3-=z{zdqTx^7@Iw zy|-PrJ{ezm{p!Sc(iI!Nc<1hp#CV4*R=D``T?lsiMDb4iZSei0NCtVcR_^3&Yv+}1 z$~KGAY(e1Hcf`zmdz+V_n@$D`W~IeL=FK@+`9g7ryoxcG2 za1;6ZVADyV@(wz6V!kFTW3aMDLzSCnD!@jU12fuWk~I9boY6ECdRk4(;RZdc*{vhd zQB9Nb8LY18tN2&0aNjL;72H9u#_Yo|vsTUM6Vb z-#}UeaQ7qcqTXoh}mqv z1blBL!|2T}gKyP}oOY}_{3@+ouQ^kg2x!n=cTtTE$&>nWFL); zqz%m-aU)85*Oc zQ^9=6CEdxfR%`3n+Of9Q4L42%b6xcuhYJd?$E3Fytg)mk+!l>=F3k+>oorT_>^!68 z;U*^?XLsA}4PD-7TP&Jdn(doj+Q{onoT6kS@+1q z2Cg?CzW`RMN9sW0P9rIhxMvQw*VDHhynWZ+se1b0?R%%D_TGMwuBV0#6T8JFyS5Ho z-!ph!e&va+qc@2?L$|$h_kAxTb$m-fd(!TCpRZKisbj~b9Z|^MQ+~e8iar!BA2|nJ9zNq~&B>L!3^Z{s?=OcoG>zUa7&pk@osnGSE>dPm4yO?@d9&gX9Ph`Ebo(ov{c;cwEE$OJVCn+_15=j|a`t!J3 zo|l&{Y|k?7^-`g{Jzt|P4q=tBX^y7KClg!%NGht-*sB;-?tsLa>|v*gVPw;KqQJCE zI^+(>wH#0JdgcDv4hD%{NC!i|&UKGl5E?qAQWl2kWPY6p#11)g# zLAA7!M&%wuX@Bl{4X0z3{e%ltf8|vA$_tvUi+)^K*O&dmj=%h1)e2Y z6*t!&_qg9$gH^!r9-P-WV+8dTf)Jj%Qdwe#jun#BAFVxVmm|x!ifWb9K z+)Bog0tT+~fJj^7rQN$!}PnPPx7& zt~<~Z*P6NU04_G~#J>=`{f z)k^zCV{;FRl^^s4bMEH=O$9kKoYYdKX+w?eWb&?{mSH7JDAWpCZ}aHoO+m%jmyI>_ zSZUzk{HUBZUJ#Xk9(Y#LzRdg7p8@Y*gWN8kdG_3%ypZ3PzZJ5$^T3AYCZ1a^#+NA* zMB$3f8}c0|3Zu2$!12t{G66}0+8H><^t>$VfF!I=kfm){E(&FN*$w$Z#|fb@TH8Cs zGPa{-K7tM+lgV6wkN7+YTi{H{f0f1?rCqoW6dS*6{9ye~Em?9sRjrc?a6O*~CAHiX z;I%`iKOujKzl1D8ep0J4*MR=;S(i_*YkCp=6iFkU=#9_n(mG$?i9~3J5TN8)bP*_l>(n+ zwGiJlr{O#uuT!Bfp^t*s37k^U#i!75@E1-f^eVu2Kg3?ewWJ;KA#L)B zbGPR!Efed^hgt_CI+d$= za7{Y7)T2OsUauK{+};yu?28&`o!jclcE&kOfEKv!O^R!6}v8 z{dM)7D=rG@15RBayQ;0EmjOzP1d$|ihZM8$bR4mVk`5&3NXDUZ>_9n=Ac1?ggO}qp z$wz^D61CJbJC$>MrhNE%?l+oJt2AhgR|Fx-zSI!$) zxpGM+7;>Q@f+4}GV~FC$y886;iz12EaNlGc`pzdnhW-bDr3R!EIV_(G#A{i--iJ`_ zjqHo)UVySj^y(~!XtjLvcO&ihgemxMASoTbJViMp)BFR@T@_#Xct)NalE^O(@dY<^ z%ZGhR$}>9TRQo-GB*4i(AXJHfsd799&qk2nRFu(T zW)#rTBt}}ot5=Qp1gz0^pWSVVbhyF4ewf0oJG2O_U%$(WW z$fX-w(i%;=rIA3qjb;az4yRsXQ0Ae`4paPLKD9IaYy^#b&v8|y;y}hDZ`VQA>0(m6 zI(IO_{92D)5}L{|4+%hID*mtlggPSM6RJd(H||KnW~;qGSF@ErY<}Qdwc{PDoKeIM z;uK3Oe72@0j^E2N6suzQZs0>@=^U2_@~Y8+bLZbVQt?PQ5AWHMrY{ zV=`kvg5`O|1Ar@5Oof`-L%onIP~<`E*VvyaJzxrXFIp%PHJZ#}bJ$}>6z)zg?C~oQ zw~6a)q)F}LEz|z(X4{oy6(PQyDb4W8BWps9f9`a`|M!EuyY-gjQ9`!`@@DQa3QBTNVQxj+-#xM#J>NXJT z3h5{U6G@gLKwd_oIaQs~?GN;>YW<&5rbglpg#rV)&j*~_=DUmJKB z`!#x${2QW2Lda!u*TUcmx`EDI@NapJiT@cHxZGOxJ>M_QJ;je5ElUH4}}#PAcK?ur4)55Gtd`Y;mjcM}T9o84OnN<+n?}hW{URUm6`(b)|d9 zx^vyCd+XM$nn%@KB}*!eWm}Rh$(k(>k}S!SEaAd<1Z-mm zxSK%QFWsGn3~zOZ4r?XkrDJ%>!^Bz1%K(=2&bd`3l}a*@l^<{Q5=&HFowI%JKKtzb z?Q{0o+k%qk4K|5Z8D`Vd!0^o5OI*M#8d`&~FgNTMfMom%NJhGtF+K$2g$O(nl9iyM z1f7nEpfUCej(kcTQ8E{cWle5` zP1JW8jh^jX-w}Q2>GmTDgf+SAV@40RJ=c}hW||IXj@c{LV}bE%G!Foiz+KB+N?%GR ziZ9>+l-fg2=l>d7g@~MzgHyh=*I4ZssLVwhJAA=9pNwmx4eh>Yb3jj!<(hzZYdwBX%Sinz%g^*q z(d}9B46_1_%1s)hKC|qJ+l(=v$sAheR3gUW>iIpGi~3@AU3Ub`0K%Hx^_>3cG2Zs6R_` z2RKKICaJ)?rcHrZb5O4#mt_#$taq^t(5}82!seCyhs_x0k_g*uerEF=fjAsd~2xlR+&LjXCwq(#P zq)6*Z)*-a(*e6o6GQ$TJBD%rPH)!! znS|;QE{(Tfek59>dU*hZ)Ff*CxgD9DFKmrxTU(0j zu_${nd_->*eKt~Y99AmTq>8Koy33RnhZJTn=HIo)a$L$QoRZ!(E@IwqI(iUTYCWu8sGFc5;K9t)UU7;D^>yKJuE*aov@V*}eKG`&Q-`0X| z{s%-rk0CWk3_Y0>4K?5gam55nw&iSygszy;WZO)#XR}8fpAEg>|B)Z_SAW`4KH>_X zuJ-^pz~gJ%+v;wJJ1H90uV5_Rnm|L&lWxj*+%02`)kqIR|SrKl(AeIz5YA6bW!7N^quid_EE1NF0Ce&v#ts~<-)l{b-685}lTjwMTG5?yi+&k3aUyNA z$Y%f`APDg53`BB2z+NKyNdvN}z_(|r!*l3?bJqI0IdpthD{7;2=&d=n7P!i_S}Tr( zE~2*}4x|PBd`^#SJe)dQT`%H_7py5}wXJDYw*v~f;MBd*D{1hbs-@qvYZ26GmKcTO zOF3z4%C|q|HMT#AejHDHXoQV<%yu0W{ssZ7Bv@TCg|=XX)^0Xh!9tDT|4h)L8RB0O zjT6?IbWB1S$)+e4n39ds(H~rR`?$!#Oupz13y-Py+u`S{3{R?G0N`5~*J#iuROAQN z^uh#92lwTV))k;2l*@6T%YLI)=qu%^ML!SsInggw?sK9i;XWt&B+OHL7;aAXtS%xl;r#xvj8hB)a2Cf|XnrQGmyZ&t-f1;j zfT|n*3=YhI(d^V>H2#-`KQaP!=xj!>nn!rd6`TX-ZP2ez}FSL*d z;X?mHehA=V1G2He4;Gt75QIegW<|rkvK+fVhtaU`a9$+m(7tE$Vs6Esf!_n)t7x+d zqCuiDQnH8bHlK`j^LiQ`QE-@vh4T>K+;8##_Bfb9hw zW>7ezm$P||AtK^XFJ9=#$Q(L&-qEA$DBmZZ|AF3=E&6IjBcos0E$4t8pUqeHj95!u z%W+s~OK|NHpkIOEj*1aLd+hIV-t4p5JTig5rr|_R8}(YfGDWgFR#)w=@&O4yQHmMG zzb!}{N%9i^&W+k&(94QiAnu|N2>Cf3$LP#}2cKTNf_aDul?S_u`TfyI(`&0DI9qt-QSizY?Z7L)|98C^V`QMuY~Wq*Ls_H8 zYW2t@dV%BwMqBN)xFkwLYiaP&=rXWq9V}l0tqe|4JVTN!PhV^0TrMZA)iQcT;5}Xk z_(+3yMUk$>KcUsgFAx*bT*Q{xQG`cibod-qehN^MJ4&8IhiCIE{uU`!Eh*cLM5{?w zG)FylpMfSh(G(6;c@5O3w1JSv%+tV&)&&D@lfcSWxQ}>b;SKzMlFtKM~0S4z$M^b>QCT6&aHe5MqpY|6wPQfP;N?Zb}BZHh|>61D80$0SUn>3J3*ug zN{|K3X+dOgiZ=*g1ZNj(@E+nn%11z{BcO{TD9)TZf}bsqVCnJl2x^u`ut_7D;0S<2 zjc9a=(_r)JsIS6|-5Np9lYMILZXk=$JKl_*$Fe}Y6eOiq=S4W_zvyKy!#un&_x!W8 z^k4b%=gW1qmNU#_SyV%FdUj!#z{A_iB8Pra%VBnn!DKS10i^vq#hHb}Q z2BLQqSg=n5PK+-+h#y=ugK=ckQ)DoX*XX{Lq5uc-94)<;U-5^vMuH!N|Gt*J)-13X z05~Fxe^=la{;x(>j4~%{HSp##Cxcb@CwvMYBu}XOL!(Q#P;UpLa$+KQhJep3B4c8X z;ew>aw@J6DT!;J&rsxMVqnlS}=K^WTRW`By>{8{LGg1{_v7Z7oZss=A^|L#V|nMi zG8UPqCcr>Hh}~Us-j+N!L2=IKl`$$ZpI^~t)x`$QS{ECL0Z-e3d%rey^z5#X9LR2& zJa$j-(X->h^K$J(&-$B2I}#STc5+MM6ZX}iFMsC4`?KqB{6uflZMPns8gBAzxas4g z(TToHyzk)2yIN!8ed&1L%*nf;ypAuvjh!UIh!feP+6e|>oeG#=o|{8Eb1aKEand?U zj+YHujeL0-!pP!b+bo~6s?E9l_1Z_QFPBFOkeb46U4Q9T;x|yi=rIDtN8?{!c*9`? z)>%XcNkMOs)Qer#LIxh5#rq!;HD&=SzZY==M{(e>!1vH22>xL(Kh4P91zq2OMJ`B^ zAMqoCc@7(VwnnIa$5S)0cePyFD&4v0mpVAe_!C30~^Q* z$WRbz1!paj@ zvbutwrY0R%F|xjBOP^^{$w~R9&bo#CkT-ETuaYxBdVswK%CeYWL9-Aio`{rlcGcZ| zmAy;ZDAWgm)pf{Kb}J4Xuea81J^sk9{g2g(JW2pRi=pG)2R6V&3stTAHhn~=2kxw( z;|_J69!d9)XAcZDax6!3TAJIi>qtZ2&3&Q7(9w+>b~V_(nVy;4+Tx3O7^|pJELKHu z1RRdIw(DU=Y01x;Va z0d~>R{}xp%?G!S)%s&S}4^DE5h&`n-dlOD~(!rzWUed9DMCZ?8J+JJf+ODnA+smo$%XGJ~ zGS5kIk7a4`7tekP{1t26(D8@HM(!N+v({MWfsa0Wbi<7SlO82#MxZ%wZC7gi;Uhi9 zhEMO=eyZ2^EknF}U9h*S-68OM#%o79YCL)jX};s;1HIAOi4XP$&ph_@7auyj(V%4& zi83fgi52wPEoYt{b0#C*(*uE)sEIc_qzyO4Z#(F&?;aXfQ6r20TCIRp)cuM=YVn+CIby2Di1S^a4 zBeZPsSv>)fpt0}HpVexC531F1*l*2xe4cZKV&->V=0%2}w6Z{SDKcfSSQJ4I=AT?d z@E-w9whrknR5+fkb%|Lx{|M3!=HD6$A!65MS8Wzgc)d)^>xnU8!Dze2RH`nuc9khx zDGUy8*X4YvccSI>d}7QfEaZ)h?OL9xR8^4zjiPL5)<`q5qWmX;FXca2$}fWdh&IJK zXCC;@skUPwNsq!}N;DV9_GR`wdZgdh_~^v8)BOQ+&A{=;CcAI!j+*K334$fDIbILt zLT89~)dc#w+p&N3o_zSrUwY(dn^8v_6hbxvJ0VJ9$El}wJ7b})8`iJ8<>vfA%GcC0 z(7W(X^YKJ(XPw!d?dtC>q z)hw{9R#n-~HE3n?FXU}wY|TQRUA2@-o3~}9QA<&PDsMEDmMoQ1Z6WbD7}=F*4R3tr z#LUOGdMNN^L&Uy$=S=JL$F};uWlZ)pv`vScNxxO3lvH0s`*g^W^jY*2_OG5@(>LY! zRd4Lf?)hN1d*^|}H_b$7)sA?Lv8#LhnZy6uhbWYF0^GO@E4;)@A@ zFNOe4iX#WqwW6&yL}ZsiHdw6)rx@nY%@=_Bl;2sQH0Lj=o+MPg*`-^Dvr5hn+k+JY zdeHJa6)56T(W~^Yz~BHfX#y)jld55d)H2}A{3xd*0D=%%RQuq<8#;w2V1N}m1pE@S zWO3?oboMt|ZokH0Gy%Xa0T;q3@!0=*2xws~N4q_4`nwp3p*Y1-*KSkqoVdUne+tZd z3vyopA2ear7vRogu!yK?h3JB(fQlMrGft<*q^4D%YW_tPF0KKpq6>LXO6|_&Oa1Al zHDJ|?g$U^PfK|n3D{&Rxj{(>OVAVQ7&yfU#RX1!tu->KhwIrJk3}gl1WCPb4DBQM* z6D>P#>2yX$Ke>0|3KpoEp#ZLuc;NN2tUnYI0Ir%C*%?zJUd0*kU?{eka6zXSc?KLBL)AmH3c30b*RWHlT{)`t-!ydD>8=diwW{bC1rTZpV$(3b2% z_i*a6-%oXq@eo-VZGSbgYEj8a`IheNLVnnvx|~w?a!YjYCW?*kB)RA%MWm<(-@!si16<+Cd zw8QOUIltH9@7UYierk7{h*K#5udv0JfwlWg5nX-mJgx@vt- za8*VNf~)INixjD?g{@TPuZC8S;$X?^xCg2W1?URU>faO*@Rt*4>|u@3lPo~1XC4r= z|A@_h1$}XbhH}jZ8vdSw9mn>oFjV0>im$I#c5h-PEHrJUX%cB*0cmtSjU1>1uOmx!q&yc64L_ zw!-R8-+XW|xo#X_tJ^;H^cNpKQp8rW(I|0RfURzSa?}}*c25oXA+|C(rS`+I(=+aD z0bAX&$P(87|JaJKlB^`mZ>J@j-{uZNZ1q3pAJqyNMFWk9{oba<-{HNXh+ze`(rb)x zr72+5`~_gE=T&UArEr2bn~PU%yogC){%f&N4*1=CRpaH2wYfM!rBVuIokMLo))&5} z?CyA-8e1U^K#A$shFH2(UcfBf>i1Bu7tGYqP|j8#I;I= z6(LuhVJT9rpu>n8&6xopDI-8qXluOlhWjtx>T0fw8%!$b0^Xj#z9+Tsu_Ha^#z)7u zo$B#^(-7~h@o#~$BJ3&2inH!iL00a9IQ+{{Rw!Uo7zLPFRazu%*KJRYt(2Cwqp?#5 z-3{GahrueF02pf?aM^~`AqPtss~NE)VXXOrkP6#91nq=nsZCRHwK{c0z1>1^uZp!U z6k3~{YT0_z6df-VsjeuzyBu>8ogcTc5nUA zuJpHVm`qNk9I2pPVod4Y+S+|#r}_o^<v~>rBBi~k9+*@J?k%mZqpt2n zeJ`zM7btt)ZG|o^q5QznZmv{Z#5E}UO>&fVyco%4n2vQfzDK~ z0pQy{AaG{R<91MIDTc)0k(qj{AK<1OkwzMk`wP~;9LW1662Q@Z*&v~gwG@e1q&O-#YkyFzp5hS|I;W}5>f`1}$L8WO3jNWL0B zExmCGKCNNP;RR0Y7r-2FT4w%Ui-FQv^r(IK#ul^ATOUg8*qmZn4xmfHw!V8H+Iy(O zRlV!M8~z3Tcb=ai4JL~$7-Tu%^J-sjKRh`Yv_{>M&12QcjN9v`MTbEMX6k+HNL`oL5I1QIvCY%>Z6CTj12_9&`CQi9u%mU;Oq)lk+qLOt5k6%_=7#o} zP9N`SO4jYz7~yz01)`;8^FVCtO*xA@x2vgUOWKSM`v&?u>)dV^Edw9OWYY5%yE)j} z6R_8WO*)a36{DVaHw>nwklSc;+w?M5<+3w6o5F=#`vbLm`?5Snh3nfP1|SyS#%Bm0 z5=D~52)jhwk*G=<+hp*-hbZ!ML>(4Glio}*~##Vr)HTI)s;PqB5b2fsp zMwi*_0H7(h5YcO4J_Zb9%g#0^w>2 z+gd2|%G2|=NLYCO*N|Jg7T>}@4%UAL=_pjknQe&LnlEAu!UDtu>x3dU*5e7*z1rLm z#S;lKcvYU-@LRG{rNdf{@OOo!w1KXPx>xhX&T{Z-UY;U1{5DTkYIsOs`Eov1e!_4) zD5dKCLVitkBVud%#;>0mI=e8+PBZ z(c<&9Zrj|N^I4OFRW+SaInlQtXoP+sb*EGWHCjMWq+X-bD>_mSmh1(MjG*z^r2r7)1hM z+@Yx9+BejrKwi(`2P6QU%oc;7-sKDdNjMH9p$=f@2MgFaUbP<9cIJUmu;)Y-JG~We zS&wHjlwyU&r~z`is?2n}N=>a0haz%X4V<)@#<%h%3O<#D3Y)Ixl^Lqz)%*%NOR(wv zp{C+eQX_lnmeX|JZisg5zh~><@lFq83gt#me}11mTMNWOzzGT_W^iV@lEZh6H%jK( zTvv71q0Qc}^$c%16K5$ys2K=G&Vk*LoSNL83&aOcYziE_?e5!;Y)b>5kfJ0Y8t`zF z*Ynvuw|5989p`D;-qqUbwFWh(wV_WEEcCl?x8+*k9KDK`GQJbOKyM7%3bG8SRdF;;OWT7vZtO!gh?^07vD zqB+p`@F-Y9?yvUsB)YuzxX-F*x(DK&ep}3M1u*Fsz5~ZkotO^RH^+u=9|%q#KYe^E z*qBZ3IMZ`z!sD~;IB`m>k8+%IiM71gXxZJz@jX!)%QH!8CVH9_r)y#^dC zur%hs%?LQKRa*MBN3HF}6tigXo!S6PJ6IuaI(BMC2pd1*0me>NkdT5&-FWl`{ zZIh&r>7|%Htf4|wC`Li^1fBr%MCoI3U{&~{d6G5!`!-K{3CZfkBrF^ce&$s4!iqKfqfZUs7FW8 zF3Dq;eq5?E|6`02SUwmH3D{nEjg??{W`0JGHO>DA;95UeJ*NRzYmuJ9?%r%`!m;5Z zrU9C%4x@5b1aa_we|6I<8|qpUL^@4Xzh#`-^eXi}jg%eqO*g%gFZDK7zm+#mQJY?^ z1XGn(il|s(@8IZAinA=#N;UmizmY+|5SrXQ(q0Yp(q{9v8_(Q!BH7vpM46)W z0?gYk37o)Xci+)&@w!@ebUTtB$z#n7`O+OxLsg3 zI`GgOov*Y+upBe6T7{&z&lMbf*znnWWy^?u*=bwbWPO8x-u}O6bQYh*6Vzcewsrmw z@SX%%mkjopL5DBWu5h*C+SfSX#gM#?!)J7I!DNX*E<8Xk4ix3$4plDdyix;{3k2!F zn4BpRL8R_iymbwDIuKx6UrkRrUR|YM*Yxl$f$mrGrH<*=SM%v9*753UeOrEdQqsBa zdV&IlV&w@+Eq;JE`BE+ZuIEoXvo%ps29`;~@(fj#-jp1;W4u`xJ2l*QsLdgT+xFeF zefU_1V-AQxuqmA0k`0Nw;dJ_LuBb8rZ2QmOig@L>ccK zik~wLrQrXVZOhS66-OxNK~ocK3w-(^2DYBfuV`L=jsn?Js&h^hH^`Qj3UO3)Wjgns zIXm8e>-KuLU}@U@i5JfF-MT&N);=Sr$2PA&xNT#N&&W!d(awQ8_jbe;{MMHHA9?Jf zx9-Szn+GTMr-#1x{pTOp>1`gGn5thlGnk1F9z6Ad(}$|-rU#SVw|)LAPeL2@ap22; zg*2_<%WuiCP8I>q`5-x5_6FDS<+lJ|{(8;dGpq#Ti(w_$PZ!>BDFi1ipNZ&5%)%6$ zd4_0uNXHw21#&Sj;3SShlwXW0xd3LbxsV44MwP@b=yYDhi$Gs~q~Oa(R9`-tW3qZ9 zPRE9H4RdJV9KE${uw}0Nzn33_sIGjZ=*maIo0dqx0Fwal@*%ubC;9mor z+p+A=Z(kK%G7O_jE}|sTgw&x#j_n*uya}U0hS-Z}9b!N%C~=M|7xMB`kn07Pkh3th zWDd|1V0_7&YJABMj4!F1h2bUOFSGd-R4dLw-nT#hZpR=8thK|(AKo?fXq{HTa7v9Z z={m4+un=L=@e!RK2O3Gw9_l(hk{;NVogQl78BW7!X@33qVHjZ&h7l$k#~Q5YXEW22 zTU)%*r4SRX)9-{KCh!bIk|-lQ?vM6PH*XsBhP|SWbGfT1-tV>g+xDsT*D$~MyrV5Zv+l`A=fn8IDc6Y3CGB1Ft;gh&!N zK`=t(O_v%TawRcjgCeln8Ut^jQU>(it~c|pLSV?1d}4^PsY0;YG=si>Q%uMLZH{f8 zx&MWe?Z*Q$Jj!A@nhiAc)$D%c=zz81vB}}neF1Z3@YrLM-TCgAnf_<3U`cLD)QxP) zz?hKE+5iv={DSx7BTql6#)MFc8WSS%qNHs<{q&>*#)NEGcgykoV9M9j+Ye(xPQ*(w zAp>3*6T+LEa7Fci6~zF4I+1Lt{z&0vOPPln7hlLRBG!X6q9Trb8%rXt#s7UCJaEP4 zu;h8s6=PN4V;f3BD3fEil@R@7^PoL_y=7w)3EwtpJm3L#)~| z&t4BEtr>1o>CzJnX9+d*Wg4G8Jbur%5ctyAn{jpyPu5P{GaUTp#B}3CDAba4DeUBd zrioy%HR)Cu{Ik(J9{k)RA5J%I&g{K^7x?noNAJxz({8C|@BQO>)AYLO{>i-01AvQfJl}iTdZ@~zH{|L{34n}e25dGI;-4@)0rVD z2NBsaf7V8HDs!Jz$^I2IN=$yn7oS6uvw2^}S%8D3esu1A!NH~N1ac)FBv#?U!6F`9 zCrB)b^JWF@={?dDx6-1&ttLCYHOsL)4l8|9-1@P@O_R5GR`K4}{h!$THWt!rRa7Xc zLC35s5R_0~+bsvSZ*DZ1>x#&bmW@V(OmRMsrFL)sZOVbHsZ)(rw;VDz#LS7}+oh?AqVSnmPH9%*GvaJD0 zi-1%m87YSke;X{l(^5Nh;*p8;&c5|lQGiAC1e!@~`G4$v349#InQwK^^z=;6eczWf zI!Dq-Go$+&S+}gql5c};S(0tpZCRG&Ll|s=!;yo42@t|f2=+@Hj3FEjkb}e_5JIkX zu6>V9mU&5bv+Ha~vOfaE<5x%bT#}5BWZ&E0lfIvNs;jH2tG@65ef3p$b=9`kl?T!6 zobk?2=*a9G<({7F*M(PXgixqgDL67a=bD+uf&KjjrNh&0%dSO^X~ovftD5svX15+s z&#^hpYH#}V9O9am4s5SSu4zE8m3wl8={fDAjU5L!w`5fLd|ILCa8MpGoyv) ze8fOz%-^AivDD*xURJpx24d>8Y$lSA7xSgQeZtw(=T}pyr94x<^8#~#zJOf8$YF zGfEuec=Kwu;~WpuFF10%(%DT9*^+Qn*von*?tFQ_zp<*^XcYmOSJPWDj%PRByD2rh zsjs`uqgEq8w!^WbM3n?&9~?V=;q!OzX_YB8EN3z>W?^4jZn|&*e1$$E*~nFcdTX_HesWs7H z_vWhdy$7b&M#Fs@tB3kZI@WGj>FHk?>|DEHHPU|5g>vd+bT`!gjly1hUN2goNlT_r zDNj@CXB`KagXv$=lQ*Jg@K_x={Lbge+$og!IX*kJ@JiI0J%LJeHU3B|3~rMV`UBMU zpL1v>at-$*MyWOHOm?;8G^=1FP?cGl?^mjHDyQ8f+l@Acmq=MDnmhfy3srO!N}?K! zk>`d{>bo(8Mx*e;CMn8J)5@62q_BRqXignHCA%(tWsp~zu~Vlf-8or2KvQJ>Di71j zqNn(b)X;fG!eP)8D)G5gHF}J?nD>OdX6iqnAEZnaS+r=@&DZN!gp8%pyjVC_DdW&K z_R8|6E`RgtN~?Dn-+!2D<>b=}x7)1MDPhm5da!(`z0nmYH(5+@pyO~@Sfv&EOOcqb zY~8in8@Fmu`(KAhEQakL26vP8JE(t#{%?OSsLKT)w@#vjBZSvu>TYF!jGgmuug%lP zYumPUYWvi-ZQHhO+vcflyFIn7Pwn=5?mys3p6n)@>!+Qay^=|GX5KGD#p#1H8g9Ka zQQC3~`e%mv^hn-yc60s-6CqWNF_iDMS$``WmKX2nxCcgO?IX!v+c>8Dqf9zHWBZgC zmb0TnSTA78l-aDymH<>K<>O2KrXn+Mq-(-DMXH>E(WIb15!(8Hm3C^6OlV?@dfK}d z%Nx))^N?UWd9%a`s$EH2C(|ZNW<)h9t9(A;E zr*7CTVS}&%*G?5NX~nY7+O~D7373AXQZ401Mg5-^2 zClEL2!xoKv8*7O2Lse?p(Edv2r+`O4ko&3GGgf>;s$k;;Ua{V9%;xwX!)e{q+q$BI zs#<%a-{PqoaHQ~0=u1%#sLw{^^q#p;oPCR)A%`u|Ab3!RE{I}W-ciU^tyuWFS|Jv@ zpRDVGyOFnA=I{RtKF2Rr$9Cy&%_fqFp;ygk*26k|SzcPBlk*1hX;dXAC~YM6I*^W> z@Qzp@Q~iF!>ES^sGhxwqadSTQAvqBu9(gP5Agitq|!$_|vF zT3XJr)QmclosEW`ONLVq#~AtfFbq}9^g$<=FD8~N zu{F{dqco=IKVNySW8uJ?_253lz9cbrW|i3TQ+;~vyOP7K7fIIxD!4bsT+K2p>_Jwy>{tP@VX&(HL9lbp z({MM!LPLL!9d+Ir^QIcBz0bcK>c4Tp%%GK2T9OYv+KDYf`j=*1~6(E?A^zk3eh+D<*&xwVEC zmaDu6)lF@y;8t3EBgbmvm3?{) zuk&X$-^SglxJ%6Pfb+^AgzcALV&pZ;#hO{}a!|N(Wr`R&$R`cS+(WcuW;DYj=NRE? zVPwNu(s**?MUx*$k{(#6yHp7W3yEH@`M#G>Ql$V zePMfoRQH@7YTYISME(L*Z)N@4btjGD2Tpt5=@a}@mPPYgp0`iKb)DvS7L zP0Rqone}N=v$LHdb`qSd7?{k0rWq{=Vp}lIjw$lV%el|Yjuk{(btcLjZ0$1_6#FWT zbDC(^Q(@YMN)~AG7%<&`8!ER<*EQiRa~G>spWwN{8n<>yTjvbq-3&w>bB{N)F?9d# zf$U(1oKnt&ljj0SVJ1MDv=U|JFWW@bt0n24zWW>g&T_lB_(iFIg*h zguRnoUiOCETSoDhz%zyr07-ZNKRM>v$hrFN!M<}U`!lOOpJLh}qKcXMb)Bdnz;Uel zrxr@JZc3ec{zImtwV{lv{LgsRojPW#BOa^Ult zcE2nqr($1S1@70>(K=hiP>a>3bP$p^3Rc^L8G4pVRH`+*W{|2CQ0!>gtim7Y(P_*rsTD%1M0Q~gj_K=|kAwC00v`i_2?o{%l5E^QPR0!PBx^g{v^b9cV zCN#H&Nd>6dNn>!#s-65jt`LE&T)7CpDB0|v?5)MPn!3jTu*Z)^%;xi^?V_pFZ4x@r zm;xBdA{Ja5Kh@yec=-&D52Fc5;3}ay}n~SmjgQ;yQiK z@k+Ii?>>=o;`s{%2@_2D6P-TpcR4DVo<}X{ny1 zwr^s=we5B7+fcR%jSL6W)qxl~;EHO(yD)rZPbKmHupHpb1?2?M=h)bw(=vr}^5^kf zb_!;HEo@!@EZUB~oNussT`SORP3KCXQgXWU6-Nx^(6x_l`!7h45HZ1S_vGizJ21McOO_XjzcA6x z3Lskr(v(YCvSIOe)T*8WY5tv8j<~$K)QXTMP{KhWF1&pt!9XHdxXk{TF&m$&77@_S zSy%E*+Jf2z5a`e8I3nMkm zxD_UI+fIQBJ`b33>71wQS6fB{HBFP5qPvz-(w~BjB`IX;^y*loV{Gs<1o-? zbuRo>gEd;?Jb}-OXL;7~fYT~h#(sGwV7dIoDdnkGEG4EGKPkgrt!T$!|}T%V7BX&WuJ={06nf2z5*VQo{F zckcW3k*4cjaj4)iX0lRZ{3SLgHZ*TFWz|_HxjKxVZaMjkpS9KASy@wK`7}E5`{VCt zt+vy>(Amsj~buDH{Fm{39DrRxLjc?rz-52o*2|Dn$l|N1qV(+Rgq%!W%v1!VYahZ1}R?-7|EN^a3_znS4}ddJ82JLUkC`b;zfi( z(5DrLihCbSxNT)Uf>K}MA~0CcpP;5M5-kGyVBiYFR?JyRGqPRq)B}&#j!&Q8=%>80 zx&9C$7jjEk8SDL()qQ5I>}kg*UVf^pORrI#@{6#59d6`DJoxMRkTB_e=lzC;jJjZD z?drbKWEs;u{X0{>i&1rtoP{v=C1S2%lRscP^5x80s+o2fq${eLh-9Ka*`{|!BOY-u zU*eW_es$^0E_~fZmL+WS-j`F}b!${=wbpo-)vMJiHPmz49xe_Z^5No7@7FIrf4Y3v z2aef$vXr>5YNe|A=9>z+m0pgwwW~I`Hx2Wz z<+sQy4G;pJCk9B`3SYk_Rh;)uP5D|QCipkUhZ<{aFS|~ zD9qv^vw2e23;FXt^npC7@c{CH{LS8a-B}`Io1ndLGRXmlkB9brc!;q>1_&lS&{iH# z#>d>j^k5dwYg=1WKXufqU9>vZs;&k$ip#2w=;F~%y|c2$3^oW}2f0I`KwvV84Zz9m zBAFd(Q8Ue%C|ZkN}nri*}i7T6~JWBd9^xNO7c(Z7MrS21@diW zk@-;|G53?5I=bC|upfN*nC}Q0JpHvKkitLOEqf?mvHwO3=!DFty?cuWY(>ni0LA|N zfac{J`N3bA^emmmx^?LpE_6%mLcpb5SWd78G(-z-i3(dh?=NA@NCT3+DhjWjz+O9vKlMRZWlC#DtB;{&`KA8E93-Pk2c#h=DtzWV#ckW&~y{mW-MxuFCpE<{`nc*TjW4*$lE>K9!7wjfQyb{%i z3Zb;D`C`gfxQy*|q+VXVd1=aD6>`GKkA?3Nn?z>Bb49^kP?mi%r&++&qE&rF15PL! zR9A+F#5Z-xoJ;vnWJZux`yH2Ye?TABaCbMlB3OP=ObIO z&`eu7Jw9QthEdG|EHL0QftMIp} zbF@CCn{ju(Y?v&AkepT90&1+lRSOk0u1YF{Kbo?+HnlMue;IPa%7Bb~vqOq62hL#&5`a-(8538^3uzxoDu$+B+!PUY*zK;?~ZwJ@=*SztW2BtZ; z5DHw8+9A9g5}KYUCsgi$xGxO3!o&zFSW=L8AJ*vt{Y^X9toarhl6Sm#o8hWZ=87An69VBf>PxlnAxnIch&hl1I)i@`DwR#x~f!?@}yJjO&=_oYNkce_Amt`shw z4}lGS8eu5SGt2clm$cLq?Fje7l2XB`fbuR`Br5*Bc?U7?*6n4USiTeA&FR{2-?jgj zR4b0jIcDybkt@;upy~UGpjNItHA8?i$j@~4$gUH>5kUuZR81E6#x3S%HnC^L&9U^F zadg0ofulq>ZL+oEa2!qEEc*Rf9*k)9LD=o}#ZdaVxfWKQmK{ zug!sz2^ZXunEIAVL6m*A`*)MD{*o?slLx_Ycv>!Q>X4Q+i~;%vBk`O^+D*>BjJXD{ zDFiGe6HY{Q^=a&_Q_kBmr_Fu(z^V1K#?WbtDE>isoqb>fSrFv}2Yl4GT~_N6#K`}B zbX5c?6L+CU49n--?U(@9C7fcjmK-=drf@;pQjUUS!#C}q)2Iz*O5Tat^ngI>>XWTw zq#l*0^he@P{w#|E)UCybC1|b(&cwA6UHBfcBeU3;WWlbT%9O^|hpofLx0n3n+|M2r zgCoZi0OUiK)MeSgC4sMi%=2||^`*3wSI|^&wYn<@hx#x5-l`Ta8!NOJVNDXn=ai652=AfoH+a&Qa6|4 zik4iI%4i;@2lCDg?GMijrjCh3>$W#|r(k*}@k%Z=yIDu>FEP2S*OfD)-kR?grC9!= z`Ehx3X%}Mg=X!y%6F}KPO_C~CO=LOh69iAS!W4E3EZ5Umh!^lJ8`lj*Qfht3yQctW zG+Tr;^THQltlyveUhDUFx99twkC*Ge-JbMwx0m|39RjlYx97X-9K5~d z?(JR8hYba7FNCRM_IiT$jUFeK^;Gxj;EBaO9TEPx$U7F`i}p(HoTV!-grZdKp2W2j zFP*~My;=!6q2HTNvBmB&S;n!%X=!8&!wT`r@xrX&Hg5TfBFQ?5VPz?@ugzpLW2!iE z)ks+?IM1}|M$~ph47E|I5-iB!ZEE9UIVq~9BzD9C&vHJu)Iq%GS{BL>{bXW#cIKx| z2C|YZt_Ii|6j+H0_I~1|tc0NV9@b@V85{~21mT$q7~Z7JD4-`|&B^mtHHrREq*hU>Zt;iq7iaMyr5zK_I6f>?rzt=+CpdsPz# zS!?qTNN=7(O^SE!aGM9=_fA1^9(gXllA6v~>ed|6QBR@PZmHPrc8$8KU0siiOb>Of znB#OlH{M#MLN=p1xq9ZXsN24>HM%M`Y`(@v&jmyTy8Zqi-(f2A9yIlG5!W~Rr!#^li=fQi{8cy_( zJoT5Ic0+6oL6Wka9 z4+V1V-Buq1&Ayjk=)SL#iVvAkYFa{N=8Hc2GN_qPDO4|I-iM#Exuo8QybL~H208NR z`ukt7i1q>bNc%isLz14#>O`Ygj_0bJo6`$KwL~95j4pTf^O$^2rE1^5is6)X0?BF; zXbZM9IuNDW&Du9Y$)_pZN?D)U{Ef$S?g!BggjKAV6MDJF@Oxe`cQSx50ZDIbOxfYi zw5eY8!Z*zA+fD^9y!&CGtg%n5zMIWimS)_(@6ygrjX{iB7qX9iOlq974`4rrnoO*8 zCQbf<`RI89P{JnU$k3#Pt$Js}5_pmNwkh5ZMHDQqw8iZ0GVEEHE)m73DB(c>a_N9-C?W}9*|(0;cMvr8$~>_e0M>s){xAhtKinpIZxCbI;JA7 zDzefiE69E7ytw?NS6y%Ddqwu%LUz7UeHs+^UQD>XN2T$@zaUClIO_Y!BguDc0t-pH zjw;B;^i7ggloz-of3?jsl+IN?n$fRhcwm2DoDo{Pi0P8Z9rx?=*<=IwVbKDAYq&w= zt68^N9QpN?QiX#v=aM6`&Cgkpi$TKi+2^R4tzq1vM`gd7amMh=k=s8zDnBq#J8LOV z*awo;j+mG$!i3Y+EQ@&G8=#h>#5et`8>L8Kj1%9AFA&6h7+Xb4)2_A4 zH`FY;4gzHZVwj8H2dnN9IfhI?nxb6u_Y94KFTwf*@0UxQSPSWoxuIl-SeVE?km2Kb z`u65WpAXL!UPcBYFDfiF?koA=tFA0@cn{r`Js7!p}bqYiCQ!5pi1Scz^Tkbc;lA z1KP+t&+jFQI?1?Ou_U)KOFw?e#XO*#7l)WEf}e4-3rOw?lFfayP@H3xz)~yugEM>BrqBwVDizHg66@D+T^C$e(PQraGyE)qhW6XeUke?`Fk!tOJ-Yx6iwb~RyY zvTgC7a!g5h5M8qrA&6I}O^TOY@B+&V0js_CXTr#vpY|LL;E1sD+G37~dk67t4!l8@;2)rSmpb zbyDS_+U@oG=`CxHr0TlvYyStos+n#9z@z7mtUR!3(l8L>-WJ^@pL~T_WUKyzJ?M%&HlDO(V*54&Jct+J{F=&QQ_*myvt0F zvjB6oxcV%u?Uqil;1q>y27#_jvgC+W?6sMikEM51 z+yd%#z?U^hLT}KS7HXMx-Pg)!aCT9)-umO@iEVaY&)X(xGbu;R7PHgXxG!nE(EGu7 zI&ly0{lM{JnymEW4@#_`WsT`o?A^*C?yu-SX7eUV&xYJ&^YjUR-6GO0|IMGD`PK3^ zJ~rZ9&Qw_*l7A!J6g6MmBHhr*;C?Q|?Z@tdC*rxgOGN$m(q{8nImt|o{33^WFPF7e z5&8c;rHO$AsdGW&QC<-(@VO5d!C7D7LM;oDzEz;41vR{+priw(->Z<`&?3CDYVxG zBx!GiFoJ7X*CUk$PCut0r2%za3lY#pWd47a z6`br_En=D1Pw+iZLj?pHL3p^QKxjsovH?3r(4V#-O{_JT-%AECgyII%U~sZQ%pRrS zfCL`{s8L(c&HYwvA9e))F~bXA04IcUl@KPJZ6MR3fq)DXkTh<%X$_b&=MiX6!x5Lp zjh>GD3NA5d$g#Pc?Wcz?ZlIv@&BY;*LAm4rD45j2n!l z_ujf2R&?D>=u@`jA9M1U{C?X#%-T7%X-Gm1h`F|YS}Hd%XX57AlALW}Y2Q}{@BJ0U zExp9955pZxyk^WYoFScuf!Ax!Iz*QtZsHr6J)h)^`X|mGPB|t7w*hYwhWPzr`HIAh z)$l{}1{q2NU6J$BjljCOK`oj79F_#w+IBY7c5>7Sx0wDPT}H@CV#_(G-f;PZConqX zRBn)^!lskGbw8}E5vPp6>rId$-nu2$6L70rFkU-UPEo1c5nGa%oMC#L5w_f6_sjvO zi&3R@7-J-Y7bAq(J*P2nO_@D*WW8wvmFa#ZajcX^SMl;M_ zT54wqXBt&dmoe%sj3QhTd&zCj7@UxhYY->JTDO4~Qowifs}0JO)-c;Xb_Z^>#NsDv~PccJTv458p`jJj= zP1#8U=1JekB0lns1fLd(CQMXPNHXUlw0+Ra&0YhlAQU92%TFM(%viiXET6>$T+gL(E0;cg6+$*mMqo@lUZ zSRL zESBVxawJbwv>4bI5)5yp1aD}&hnD$|2tV+<%s+UyY~-)PM+jYw^87)Y)Fh^0 zC0=hf-p}p{qDj9=+pi<+QG;p;QC(bB07I0Hx=SC^&{vgn1~xFRIy!$Cd2`n1ep_Oe z-dWJuJ|@&5rt1($#Ci-b!)muB(Opv9^Yd`Ti^HL6USnLQ-VZ2gC0|5}V5b2&9)*cn z9K3np2$uo=#*BGv=B*ATY1t3BVq|oT2f}v<1>Q zRz1~lFpRqyJ_PHzo!lOe zx?GFJcg3p|GSRcWZUMeNJ`g^@2L6gZ+(CvT=0S*-8?3%2%-ojo5Bw-vKibgX69`=; zTRY)J(7D<^e_RR^So{~j2mg;Fet-Df!n#vNFJW5f{h#30SAy$?7Q-ATsPt_}WAAig~@CT^Wm`R&Zwu=#SDmU~`{E+joyD#l;MDJbvHIda&zT_RM zDDYHfG<0-Bi>N4xiby4r5j`kkK{7HX=ouU&WHfYL^r_CEI@{W_&Q9y!jZ+)0+pcSR zt3gd^=;-@A?kHK8HqShM zk8e0st=Ob8DG8;pjaQFD4m1z~_ZiCeMwjKqY7}WpSYLPTtN1@q75fS=IU^l+P*s`6 zh#{>+l^TV5>B=_7lwG|lTslNW5-(E`n>zke;S#2P##!KKTB;ze0!Jz4N83!(z|oZb z{2hl?%KAK(N%E!MM^q0>olm60B%Adk$9!}mHkkYfASXd%uGK1+TSOJIsuinEy+F50 z#U)muiL?-PiqaDonR0cq4dY#yks*_xpJa)oiq%2Su1!SUU$k-U%u}dJMrZ!VwKlO{ zfCG`F=!vj9E3KzRrdPF6f=W~&SDsSZKQnNRib5)-yhzCVixwKE@Fyj?WECYa3anI^ zLKTG~mQf5|3Obitmo^y{%C1a>mU2-w(uuxMJ`ol9K!fC89Zj{%J#dH|1Lct=^!>1i zCrKeI0XfPsccxmQ(1{{9%CT3aaHTVB5)C@E7Wg7D`QkDW(xZebcS4aW8M5ReYbbN} zxXPI_l&)8h9yMi))qJ%AIVcrYReJe=j4BDIVD&%MO}h{cd9sPpcb8fnaf@SvP+>%F z6K-|kbPDjk$r7Bu;>wGQsa~NFB2|k^M_O2w$(Pi?+``4GzgdyA66#c{SR&CJ7z!np zBuu@83rQZw*8#y z@?mmnQiJHVLJ>Sw7-UHo*(Bg4WWq?fN64`1)Psev$H}OHfhAZjgpU$SC0c=G>Rhc! zRDQ&A4G^3Bu{a^Q`r@<8(<{r{8p~Co9HMYt6t<0YaINW;g8hP^sy6D#H|1I9=D zty*BtQU{Q@x}}J7oNTj%>mePX*HctuTfowR{g*dJbID2up6dUA5~3`bdZ~*{{ljKO zov_jbaGI7;nNZUwmpQyWy==TpeI&fDnRsU2@5$0FUyIJIG2Q zTDRQtOtnn8*Wkzr6A?6-jwTu;9Dk9bNhc_$R9qvJAY11~j#9$iU!}&T8Z%1Np3zRE z-eF3kgpT7`Bz#e}O3_uE#uI~QUq#PH)Qv`8p(AL-uLmcfHq4MA7E+9inV3ykF+g#I zGfqv8#yPoNJ4NnfS{-C*Mj@-HUub`&MiWpjwk?si+HMpGK@*t}T31m1gY;}k)G z54TvV01aD&x~O=6F)xHF-7oCUs6#1Us#U9qMSHm`%tpam!AcQ3v4j>ejpn)`@Hb+S zNVgh<(Md|M2*-*#)HFz^%$`hxB|h*o5{BmP9hVxxle8MjpiCns6P z8AD8`Y*3X)hHSy%*Vux?}ma?)8s1{MiT7LvHc;0UpU z3?4Qb0VZ7>94UyQo(Wpbt`*T9SIq?1emO00jCZg&tfVR`j{9= zW+9P^gha?f<3T~YgCQ$%WOSOyNJzlD0TM2C99%2}JuxzIVq?Rj*dP;$2^MPvR^q>S zuS6aL`nZ7BTR=52ZsC|gm4+l53K`x%(2pcY0SAZ3R0UETG#GjSrB0%OMGOa9XeJt% zVquj5z3rd~0o_q;?*Z}@4+-^E*+Y`<|O|YdP}d${8{c?IxN3F!>don-cQFA zctZ9W|4*1Yz&iHWn9zG(#{Js39kyFd!TslFDR=-028=Ui!2f6Y&dkh$*LJ8puB}1v z@SHlIduI_P*4&5ro87kJE5@vLWHmrA~zhIPQuZ{BQ3dRm$lskBHfiKWcL1}~& z9yiQ=w4@!s45Z%d5Tyo)FqD3D%&6Lt{13dk@dv==iYzbiD@cCiW@@ln!)qz5ct&_BrfeC5^UUAa5r8%|%Weqe1O z|B&bW7Xap+_EY@b`V-TO-Y@(c!haCy0Lk~$*ZPz76ZNhd_=l`t02h!B^xYcZ54l$l z^l1+C1K$A^N8*V+nm1p3X$}0-7VyKkCxG~B5Aux}&JM z3YOVW;OgPAke@XD0?>dth)-#tAF=*ENI*W&rvUIj0qh^Pyub%Qr3YmHEz~O?(2rpM zFNn_};2*I5eBjpy;2)j-e-_k(e`W*yv$hWfpbzxf2ILRFXJ61)kh!G4U<3TmK`-E+ z0|ELVui}43=QOuK`pEZg!C!v^|1i4T((KIve?9>H(De6V1Jr@Oo&WRF52!k*`eNWI zc026e3-D)PfB+649`aMFUjQ3`3HqHH;7_}^3;tRU^sNv4gWvxH2KaZOLHYR$HfL-B zFI+Q-fN;=nrT~5D*JdDpg1vthPiY;VcD44~!@hoie(whm=63!9`qT#g;qUi{2M7$4 zw{!8sI62Y1YD7W;e{=Td!@ZURf0Ok0;pK4vf8QG3a_;>=0|ZJD%b3ndE%48!vha1K zVGHGp;0x2|i_YbNjM?aM|8w6Z@DFmoKQ=(1yst=mUVmxe#|0pO|0xgovou!3J!3e8 zSgy-serg%mfrl|`2nh)(PaOam9_{R*6ugWCziDK{qy~i>9_g%slPIBL%!pMXMlXZ} z4A^V1z;n|R5^}V(3=JF^)}+%{6mo0~!x`Sk!d-SmkzED+g~x-4J~X$qghrv^oMEA} zS8@gc5tMgyWC{;+J_E+8V5~HO0E-~ID=jU{12RU8j&AlSZWQ_5P?!)TbA}dXCEP*O4+!OpQ z{8o@QG{{M3Z4NP(1Z83M>ck07L8;Xh5oJwJub862E)p81L9EJ$;U~fi>Q4}~W5kvy8yXV&jNHemHWn$>79_ zJNEaR?D2*{M5r2XfZ{MF5Gym*q)iR9>tMvMtu8orGKNnLbm%}r8VDO0=n<#~IL|;a zs-gU%Mn^R=VobzL!0b0Y)QQVCHZX9&h!CfD<6{QOoIaj!-^$tAGC&TY4wxBS#}hEQ zSVSYhJr&wul#yKyEdueGWH#miWKf7H1ko5cEQyQ*6TqGXc|hSuRWLngOuSVj!{-hZ zG`6<~h>v-?kg_TM$_{S^Cxw>;9%w*U&?!^M6jA($!0SgKz%_Q(;lsy|4QtHg%;qB5 zp$ZLc)a)GqCJWeSc3?;*vZ8vsli(NlRX|k$#XKT`!ai;Y$=#*V8F7zDC_hZ7GjLtUCQAc8&*`)RISuAwAXb=<_na1fqI zUzP}m5Ge(*g3{vbh>Q-TUy&xuJA!%kdp`>zN(d@sssvbZ^qoQ>Y|f$tE`MDDyCs}z zDC{UR%+Qq=VYHZPY1J`7A!F$9fS16K2u_&uI3up`RLANtbD!6FFv}&eU4kshNU`y+ z(;rj*L~#Wb3zCGuv9dc(SvVM=GyqcQJy8LnL&V(ZTYsS%*+GVc2?D=qQ(@U#n*lP| zGQv6Ziy4|l|FI9kf($7dE`$*4J(O#6q#4QGIcL65ivbFud3J1N0&-wOA@4ZsYu^MJ zSb3r(VR_P1xXJ+$%^fw3B10RndVoH%AO$OKhsbi4mk^AW{{>DqoPNdbIF3b=hiz_d z@WTZcUX>+e)-xW{2F#2lYt%$RkEEi7e}KwR*&&FS4|OQc7LkEfg(F++2S9mfFW|Jy zSc5M=_|8+zsL&{7==8vc-)L38V}xVq4I@IE>>v%y5%w?m)+FgGUe4T;y8{voXt{!; z>C&rUJ%!(02P^-a!T5lapd5jRCRq6d3LOD#|2+5jQ+bX`38sSsFybgh6fL#NoUth)I(r*jMEDVmPcyaxR6r@EK2*ZC zo0%GtqT3*1a$GTF|2j<1S+$Hq*=8_dLWRCrNttG}kd|UrWMr)R(3!w_W%|pF6JjA) z{&EkT7-Fd)BWjC=2E@aHnecAR2c9qQzefFrXo0442rRA7tb&c1U1-8lP8Bm<#M-ikjoYk-ZVh1kw6DLHmQLlbAB zd4DmZ0jMJkUILxo2}r?hGkfA-5~6*pDWYRRs34ML)+ zE?a4t5}_v97vd3HA6q~LtLlLvxtjTCnZW;GygF7hmta0_eOG+wijGQK0>OZ(b7lw_ zDw& z^?Z6lQlrQ=8 zs8OZFe;7L}qbH0EavCjee#7T>ft|4zJeaqD4Q_?rbG<@X6=u4~v0Lo7Y8tVafJ`tA z3#2Fp*PtIYo1f0ix>nIJlw~zH1$JQW{o|-linPq!&Y8`#9l(!hUBHiS{W%Tidm<*S zQk5k8!N7gk3w90LYDuF`LZw~pLOytOp>m-KJEz5URqVZ_6X{T?_f&aE)x%ke>u0Mz zV9i4cw~4~M_6&>B_7A%I(~3P?mU^;rGC-{I!23#;K5}I$SMF+NRFX1sIT8euzL_4z zB4s>YSYjPb%3gg9$DTphDyq09zr2ht>(VnrXj}3d)-cBHxOmpW{rmlWj3{pJl;AQ) z^t4-#JN-m!EU_a-iaEWvG6f-~Skn`DSU0=8Y)0yOl_CbDJDSy67p!cyGnYI0{P_%4WjfS9=?foWASmMrIl(?IKE|Y9H3^y|1r%05pt2> zX{oj*`@y1QZm(6r^TYdQt`pR%cu)1^rLIm$~s?}{?N z#@43nv+~lSOZUTMMCKjBE)I^Kq3uKOTkj)newpjX`Iq}#{M-$1y4SC>kYjyJixa#B z%yqapDZ&(Anv>N$-&+lBpE7*QY&Yf#8Nf>YzWIT;-2AXcHRVg66N!B5fy(Sh9x9i4 zHD@Md6-L~q51+OBt{$jP{xMw3c{NPJb<(f*j<0v(w&xW(L#dYyKl?wQ$C)#3Peu;O3T0bMdkRJ#(YVkQtDMpC3DZ|*-2j*udx}HzZ6yWQ*_jE_Qa(n)$ zzhAWw87}~Ni-B>4prwbUh8;m>-pr(0rV?(=*Gj4u6yKC-7rWlb8j2{E1VPof1QQ=Y zVL+lJPnaBXlIGyaMB!|b(eKWc5V5d47{eTG_$Sm*)*|iH!2wTLqe-6nBqX>Dqdd>H zxgIF~MIAa%;R~0C=TrNd^?v+YWk_4{LP|n-IupZVnk_!;m)}F{SUPl)=XnmF8#z?mFt^EWz#O`Pzim>BAJ-q>x%w z396_bY+P1u&c~Ovj33pRW7~Bo8|f(THa&S?8h-C;@AS;6OWEms4K_blpLtqd?c3}O zZHI;6H}J+ctcf-^B3H)?_C##Mr6+#5BFb-`LsD^=Pn|P1#K6*V@mNlaW}W z%&x|)U>LqEqrp{XzLNTgi1H}x%52tlN$>vP`IY(K9A7_;IOx+mhdL8^eOn3Jy>;3? zxqtefuBX_@!KH=W>$&)P=X?6nv$un4+LYNhP7k^$a&Nlh{b(NV7EJ4RnQZdsj@US> zCi5r}c{jG-^P<0KM@b5=CUOZkFjckbUpj88BUKSSn#e<>qY&{kH-(`N0#%=Gl=A{X{ucC4^aD$syh1Yont_a>d$k$<}%{!(-|>+NjX8uZ)g z?DE7%)a7cO#1Qz_YuT|XRF4cEZ+>ogu(BBo%ur@g;S)RMeNe^LyYe*}@!!&jh1*M{ z9(7tmPt7h%<;n@>Fs11c?cnw$C%(1u=@W;a2p`koY;<3`k*Y2=VZE>$3eb9V#lpVd zmpYX7Dxz5W_o9p`>E-d9^p>;(&F^Gsf9nUm)6>J(lZYdvRSH@!bzjjB~lTvez57J#Jz2PXE3AD`!y?CYJ} zs{)k+ zmLTg%+4cH^@I}Aw^-wn5aD|By&2V~3Tuz`vx6S79;Lg@ZmnMT)jU(M0^GbTd#rD=% zD`)8@P)>8OrMA`IpcsQb+g5o**T=3yma)UpHvCW^B-U?b%6qozjr3hjY{SNx*Yxdh zMQ19OpG_NIe%f6xo#j-_J-bWtPw2ND{LndaxC)CDAEAHOk}k6iU3Itb0<`wJUGCm& zs^m7E7X!5BE!U8L!8O~Yu}dGcG`o*(Lg%pP*H~h0{ByWV zja0<+I{GG;&CX)0C3@A(m{r$iegy^l{nQWVkbdvkb4Y3wwyCe56zPSzo?XS3@?yBQ zK*M%n={39BkviWLUkmjt*SJ@@g_+uS2M4Aa!o{O=*C3>`dMPJn3EW?gEu{5p;4xyI z=kKXs8{!_8skYNsG5k35WIme&c?=DaV^cmm$1Njzw5qP9w;KOlmrH-{ z)pD^)n{gfj5Ey(H8(2CbJ$Sn5bIWCM*y^C%8GyBUp+_<~dKchv zYIVmBW|x0FS+{R#eq3pQYA{6hFw+6^SVW-SQMqn=1E9I_s>*q8g>J+2dE8`0xL*iD zvU|CZ@ciK(wUzI6vM$ zKNNiqKDap-V(XDu{@l&|{ZszlTP36EcbH{iI7eM+muq+3=X-kAR4A83Z|>I|=kmwH z%kS$AK<|}g@sQ!m<>u&pSHutq+s1(Z+wB8f`pftJn=;fUdhH~plr2>Cxx6RGyw>NN zd406i?mie~Qyh_GEd}2xii_>Vc3ktO!*O%g7SW`}uUYO*^j@B!FKpCiPQZPRe7W}H zT|o$MC%&78Z&2`$#P*g46Po;FnB0w!{s)y zrSRxRRBd)|#r}S^4cdBaMmJR*KV3EcS6ixsnNgaF#na8DT%mXTW1Md541@GpqGs#C zXaKf;ilk+i&CKMbUj5&|d`CQ#O+c8YXT~1K>Wl1N;!}yJ@`z!Qi-)D+oPd{G6n?woda#t7-HpDx9R z)_eUD%Nnz{ba>N1sdZb(rC7I#cE^Ndq@yBIasxstL@LY!r0=_@qcX>P7#Yp+auCv{ zkq}a1p@~B@_`pja7p0gR7ylU%pP?_REN{O@^xeQn8KWn%*RMy%AIp9Z#|(&Hkn>s@E=@h804 z3(1*DjJF9KpPJG+v3QMlRxX?2w>auj%eA@7X>>6pcoE`TzEB#B4{aaw6_c*(CcQ&l1tA z@${iKspO&jcHemsv>nR0J!dn?t^DoM*$4#!E$wKmPdRm+rrUW&b$a8`Z5>|{&ygJh zpTbXPW{X#;RSg?d3ve$xTrS^9olvi~#+-OS2Ks0_nR9}*Zau(ep*X8ZdWPq<-9A~R zwV-VuD!R0*4bSzBi)$5Ys0r}Jp~A)bYR4`(bUn!t%I zUwV1I=~NHVG2%GZbH;Mqi#dhw>zK(WR(i-^{g~g1{9d+K{W1f5i_pB{3z>+$yrqQM zyGYOdO!^iRt`E($Ss&zOkUz4$?w_eUTKMYln41H0dse`>no56FF3b$rjH=9Yv?QZ! z2=Knz2KAM7)AK12M#p>Ch3>7U5x*FC7ImLCb(RjU=ee^J@s!V8J_0eR$RQ5Le)mIp~$ydpB-&EpwHOq-?-e!c#{WP;n5iL=W(Uytdf zP56RKZUF`-LXReQ!Lv$T(&*D0kR#rlz+de>*cjY7OJBj-+!>D7*xgfNWg?)mbDc`q zS-&(hOm%iWN_cSZq!&}gg$bxOpRNF)BRzcIt<>o(KRVr6b+PE`0ZhnJ={3&}SUe9D zQYb#cHfjH$8N^&W<-W=9`|x@|+7^QBSiG2-!@BZZJBvTA9+8)q#$#2Z^~gT!IH*@{ z-sR+*BJChTa7|O^en7Ti) zclbbM^~h&6+xbyma^mL^&AbRfm{&!UqehdDW$pIMNl?WF&)Ss_&dXkEU>ZHWuX2e> z>zG>>;S|TwRApLEutf8=1VbgF<06AkW!X51c(Z0ylwSLqzzEG*3J?;%$`}3Karg$1 zS2R+DX{$>`X{pImZUFSYi`%R6xOh5vjF*)`U75yu&qIJAvW`U%1glk5?yHfg)ww%; zb1HX5iS*Ek&vLm?@OzMNf(P9*p&&8>_W_2jj5Xi+bLU;x!xZ!-MlD8s!=cQu`;1k4 z2}Q$LlvT}`Si(o<+J0utJB!gZfuY3&uJRA=0dY#gzi3IEFj%>Uqhx=L5ka$+6>Q_T zzs#=EUaP@(GmE7wXVA?atSMew7z-x6!#T9sms~R3PQ{ZhKJ6itTMx8*nh>%ShHEm`ytnQ(EF~^k`-&`ILtVHijV0hKbU@v>!0z6YX zyQ^FGtY{Xf9$k@cvu45k-S*6QVSL_QAt}pHQT&}|VKVjc(wRfke6p{O?$)Oxj!Io2 z>yo|S#=&Azh)+o(%;ZKp*m7=$+|8`LBK4J|e(`rJ*#6BUuae8Ur=8aAkyBR(<7VSn zk+DV4z2J+J>^AzNl-%(un}k;m_Vawxj!(N$d*5KAbw|_gz7-HYBqZ|ucji*Z)%9h{ zx>Z%%4F#ICTO{olh0?{d1vMx}jpOrd`j?i#3X=FcbRJUO^>l%C@pT`|p@&E>Fupx2 z>OpaepK2>34~aiF@AkxiS4bwKZJQ4cHp49?Mkc*H1n`O2>nBmgNUTF4g7wX;;@&o7NlE=~kj zh%sp3jq`Eyk>?&9wuL3b7zn&wj_Ss9pfBhQ)>g1*BPC?Rdh7*m*nE5NJjtsKK<}eK zia-lihRD{AV@fysP}Di8>tgP!xe}Bx%}rA$8BfUPh`l!y(+E1iOwH@6-bTM0`=cw_R|L&frF&B?YK zRnF%T^2M4-Y>O!}k`8ELe}A9`FnWDZQy*=`&U|IBGs<{5g1P8f85`kH!D5>PU zD`~6-+*VJFZQRVp>%~mSOH??WH_NBX;4)nYpB7G?j!}}-Nr%!&W;J1SzRnoV^`h#; z$9q*}#EM1x(!fM`7~T7tuGvdS+x8~`B_C7Fu}?csu(xKC4#>%}y9?HTKZ}fK!r7E5JQVaOsAbz38+?@-#HPT2 z7N@EeA4h##-H%S#tx_q*s#;~fN-(g~nlJqR!c{IZ!E+)#xj4{i`1u(_mF8e>zu<)` zYJ0Z#(C!AIrwdPe=iM0^>g?ED+hG(6Y|{F-K0w8Q0F z6LF20Qa*v4nD48tsmuUm-QU?5o&1d~*=db-I+Rvs$4gVv`Jg#*?dNx#muCjh~MwI)#;K>r$8lGBTMb+xtjm=+?Umt+e|MYE4MBbyhqMS$!j8G{9xRWvj9I;ZmIkdz_En6-KU?ncx3Z6%+hg?io@B znC#+4T}m?=bih#~FcA~vf)A_lQ}`I^EeyCankl%UetmxT-JyN>e;Nwb|D&N`XXoPl`>-$(F)?wnv;OnQ06k%y zaTh&KJ6P0Bp&&Sy-1MtaAp}3d_hdm(DQ4!WCd5+?7k>%MFjpWEQ_Qd$c0{9yPWn+= z$8#Z>(aBkpw4khO$a5%}Q16&Knh)HlLok2+SGu>A_OXj`l&H*(7lx z{kyZ_8l?!uC&NRPpyt8c*OuXyQX`3|NvjVt+MzcBGUJ(9&igObD8&4sv7>Ir`J6B5 zFLsDiZs6aaQ1r1n3)B2+Xs3_}xfn81W)zREZErDEY1~VqJp8c<>A+a!NYCO9;@+HcRtBcw zyW91R4KM{|r4b*v*6^4uG=%pUa!be=cKV2Xa48+lkjvn6xcS=;F3VpI(^wn>mNLw^ z9vmptXZ~KMK*Jd)D`_m=%>_NqyKzBHRANejRqm0uyu5s~>*{Hvr1Q3h=klU>S1hno zisC$zeHkXz znhEafAGAxMg{R(iBdqOo>G1WG#P4u6;}8z^x0CEt*p&0G*mUUHg&n+#CghnLBGJGy zM%iA_U$#*QZ6Ts?;GgJg;eVPlFm2s}^T_~n?F@LDK`l|2|YPo^L{KI z7__ml`2mcv5C9jQ1D0=Z;mds0_mn0+u3~tu(qa{5odZu__dCS6Hr}4vpUa_ZFZ8L& z?WH8EcYzQobuFqCkzdh-B#+xk5~Zu+T({?P4_<_Yn}iMiz+BG+J28BL@XOtpxpl2a zkWwqd{0t_yIur5O#7Hm}yMQ25rQO!rzi&y{_7mq@J1Xu_BQ0zO8)`bwYjgjJ<&~0wqEbM2A*ox&kpTO2y72;?|?zJ8Xkp7Q#6&X zU2R=S^=t9tpIY{k!_ltr*Z5r2FI&~yvRpihYKGBYe{TB?%B*;3w{FU+d*Iwm8YOf8*(o7@6i$k=mnM&>N*Q;X`CJP1V|pqc>U*+su58pO z*H8*<1THwqCLvdQzw8SPd$f8u%Yo!e$qxn8R%~dWR-wMw!)$(4s(6nU1D>8!f9+wz zp0u!Shoc8>)~_jyR;ie5*jpwuVSw!mrq{FCog?p7D_g~eJNmoou4DiZb;OKdlyGw2 zWIWGe=WEV_HFoTB;ja&nGVwj0RH3TH5NRmohh2i0(kCu(f%i_jNOr>RX^9og90|%4 z$AqzP`6k79zVg0=Z79q=;m$EYv;hW15``+zAYUjt5Dms=43E)DXw>|`^*Ie+=TeDK zrUcJ5L6d2D9ez+kcl7}Gs6G66t@Ag62*S9wXYZMh7UYet+Tl4`FPWBOOdt~QKv<}U zt+k?3d}P3i8K_b8>C;>zjcQx2I-M|20g?ESBce8yjFJ+ZX-5hYsZ06 zvs$j8z4qkEf(P8MxI0l993K~dWGuosfZM9|m!p?QsG_D~+2c1Jc2)^go+`T(_Y(aH>dfWio)&8!puFPfgoD}qT+!mU z$!0=UGg}Muk9RXP$PZEDHM64UA&o-VOEU34ELEJ09hr#4bVdqCxC5{i)RQg3gG9W| zm*Z^1mWc5KW31};>eobpvR`sYry$to-8;ZPQv8TO+!?SPHN8|<}%i zb68XoNJI(_)aR6lr)5#6oDVgqXMn|>l+!bd#*EsU^cOx(Ami$p4d7gWi-MeQryRW zJoQJTjEAZfEMV*DRX6o`%uPG(WxVH0W!0)3WB7}*)~96yWc2hKx@cEPy?K87gRxSE z(^v1o1^?4@C@KeE#j;xH_C7w;e(=c#ypz~(w?1+vDgt5clo1;$OOvU+1Y$bSuza+X zy2w>aHUaC~dwA9js+A(`!`4mx9Rwwl)(Kez1Wb|3R2en_C#>+lWly|GUP|w-E~@%f zYCkNVea!yAPtMEWEh8U8CLXr;xwg%dep_9SG%6|B4=3K!w^az=rciy(;5`%-?8&j| zn5F}0eKv)>AdLQ4MsIh&4PnM1?h@UkKnFlPIn-X0fcm+#@2s;EUmE%^Gpl zBymv&jwQ(YFGClbXLvG=JHbW;(Mwupa*^B@W(+z~;>QE4Im=yVEH()(ts%E6J6_OB z^D&mO+TZ4Ji*O2?N#2_&%SZX3vD<1Ee21#O9);@AKOgmxJRfC;@=kK6Hs&k)`I)?Z z^cTC5m12(d2#3O|#Mg__qm_ypHUWT0l1wpy%B2|9No_NI*DFUd_sz@AaLkEMh3!ihf`Y{4&^+sXUiQ zKYWt+t1;RaDWUm<oB1{H`~43O_6CXD z^E^o+qye=~991W4J(zP++@myyQ2dHTOIc)kSM#Cg#Ptc%POjgj$`?rJ2+bN-%Cc&e z$4MmvoxNMC{)R5t2n?`6oHVz@`dW3pk_|Kf#3VYvK)g^3q+yWm?IN0mD zyf4)m@g^7hF;4*wTedakrJ}h>_#*fRpYznp_vu!e8yB(_>V9YR$^bFZrhm{FvTcI- ze{%f6KHo0sdg=M&*Yam(#T>hoD--~>w>sw+y01K!RQ^v8jUEmyD@-rksqEMUt=aZHYZzUA_I36Qa2 zI9YqO_hJ5MHS`HeE(Z&*chdV|yCl2y{BV=|c1{UM$bIf*wz-~d=i|D#Wwt7p$*U11;e&yOqJPO58;08yM_RNQPptT+)}hLs0PSr<}XC+)_UNNv4N9~(a8DFi{V zK)CF=s}v+d=+TmFy8zfZlZOE@f;gT5>Q3a>=#T_w~y>eyS!RhFEp zy}FevF92P6^Y}7rv&kFi=AX5(vQJlm%w+)9g7=DnWdQkUA=Rpx2)J6<_Rlv>`A8Pm zk=8~Y%i`e~xS|H}CqFW(3wJBf*|(F*#yeFDa73bhh_u;bc&VxN{hF{ZPQmXx&k|n5m~lAmF_0C!v5M=gH{^h(WDN46Tt76HePAt5>(xID4#CN_eQVA z-7r~Jw!%oD4zf!<;oz;!8L+$L_RefNwN245KDbsXb1!0l znSfbZs!s*_abyqZfe9=Yu>*%6t!*R5)u&bwBE{p^anjL-O|%~;Dk~}v7n-2cFA0Wq zUb6kraJr{!iIWF1!Sud_$M-)UZo)qHLo~8NqmByI~@iYgLBWAA!^8>6>Psf1S5Xy~l+qeP+C3eel?pPH!eBXb|6>Ev_pD1wT0hOcb1z zvRai5i*r_|4G3u=Vi(_bexO^b`)tceF-W9*b_nrxHv$g z1FlhoT1Gj9P;`a|U=1f`;Oe6CqTnKQw;HFY8g7_M#lxWGP}?<98N+jb90gj;1wy}4 z@4HrUlZ@W1e0zU+VF-`Exa^0_%4E2qDD)`~Ls?hTc`W%s;$%_Zv7k*ZwW}?sWYRnD z6_T{gdr7^y%${k{DGVnqU$h6?!&j)TLzp01*y?~^+38nB(swbAGyDznWo%3FdBTzd zXX^?Hx8YFb^F}Afqu-zCuZEKxe#J8X`j|(pr$YsZ)p^&(nhzd~5ECz%rGVgRNbr%f zctAWnuS65#DN+>$gD_1F?mSc6cIq6_N7)zgJ+!_*QJ02>4UInpdSz+RsPW2{u8B-R z&2NUhh0aW>GuzrU`fvy>SpaP(7DxY1ju&%|MR%v@+6j=lBRSzxBx+ruiw2AFn8(OR z`g)bWscHqAll^8jy3`| zZcTpi^0&#wzgf*;GeGcFZqIX*PP2@* z8;tTgEx^i=rQN~Vo>%Si%XAh`j?{jno4u`tONiyX$~meE<2U_X?+`}yEb0%l*oN8a z@6gJ-z!pAvPVpRh-v63k{Qh;ZN+tOMYq^}gQY-0;R=L7vQbgC7ooYc{TYbve#_9L@ zW;z+Ireuv1h4Quz-P64`Cu|Sr#fg{_r(zz?>rFAlq${xNHQ$Y|$Q3yPOYY2Ye6NQS z34D{Cd5X%L3T`u3tLd7YubRg*FR?tMfUHb!{8tI#q;sTgJLeRalyb{g+^ltbA6>oY z&0~nouw9PDS6={J<+J=dOK9^X3n+_eHEPy2|Ed+i@;DSgfv{C9(z8bJLcVUS0g7r3 zqbz!>qy^h^@JtM4W!@9Iloc%DRpKv7U?D3q=`%~Tnt7xpmQ}DR5gngS-ZG;1Jd|cs zz}OyKr4YMmi?G$S(J`~sye2k z$Ah%=G&L1oVPm1UA!oVEtT*fA0+A40sc?IDLMB zawpVqca}fL7m-c0p&ybSaFbC5+_|1Y@nhRJaku$GtY64oXYc7}a=yj7t;@40EY>fMaE|myU4O5A^&uVAnVyd^0+QRRH=|e%1<`eS zS=#)V8>$O>ksy}(y>9>s7xJX!HSpEp3zU#4Tvp-bl{sP7q_CJ*z8gN85%wI^)kr?? zl+_jeq?1jun}`XRcvhej)WfH5vI)*}V&Su3xpKW(2TmBL6jb~luL;2JgAr$fIN)=P z(E3T{IbeYf)Ep9Kvf`9p$q<wX|2YyMsT_W>5v?K~Irn}I zT>hR$QjU7A-KT|(A+0(wjnJQ-UN-e@c`OpEyXRwA^$BQIYR@-MmRs!e&4;OFc-bjz|rU$y9&=}w+vV@X}r`} zDEpEVw1D@VcwlX}T+53TmkIV&?^nSdo@2XVnpQzo|DZFZ$qt`!XDHQ-$?C>Pzt~Za z6>!nQb|bT#g5AU@Jw}CJMYBO>zUs(t5+jyA015&(zOPNlkigU-lRtRDx32w&qN}U( z>P~Hz8dc_hdJDz&kGD`-M2uRX#o;VEL_{oFM9gfAAcPf!aWcJ;*x0m)*f}}gFitHZ zCPp?U5XufhS(!PA*qE4!See*~*qB*~SpSr8fY{%1%&g2HJ`NBc8zbXej))VKvN1D( z>TrTeI6-_YteiwFY#?4XuD?rSC1Ph{1(k9!gXI6=V|o+8%Jn9Ui4)XMRz|kBQ-?^0 z=$~G1vj3+xAPqp7|33j_iT|y>J|O(Bw)sbg|2wO^mHn~DKk3W? zqWql~?XiMhpRPe&6aPg!LnPb(uXV-f*=UUzPH8+#j2Geqt- z*0xUE?tCN$#&(7#+#vjo%s@i)hsD{7kA#JuiH?JjiG&}H*U{LNTTxW}@0CC~J`!_h zXM1i21~)f1dN&q&J4Z7HCN3^621aHEW@b7N2c46Lt+RnUovjn;KO~5nI2k!w*gIR; z*%G};G%&Ptapof-A^N*q`@hJwb)x^%F?u6A8wOAT0~0+9!8~ulDdlyIRKh`idVlc5bu`#iAb^?iK`oHS?KL*Lh z{y*gZQ{UYU>_M^_|HuZ7E4K(})c|Nk0O;grW@KiiW8|b`=1^v0=4NE!W?`dYWaMUK z`S>6q|5*0P^%wR(F@n0Hi7A7Ug{KJ-Xi+E^gBmEN1MOb}imw=rnk;9Uq-lDDfc>^pY`}kDz`zUEk#PBRSZQ#AZ?f-j;1@x5y9qQl za)%khD5H1|i_fX)Q`1ty8G2itcf!f=e#SJWPe{hV7?-|ThTQ^+k*nlxU}N@Errry` zN2JgV%>9|qVDmnQ(GOuGG6^GYtcXx-y=0bTG{)pcrsU0SDtVVk1)CU!QGPzi@=kNs zB?HzGJ2KU4G-{spA#>B~>Pf{s{up;SWL)cZV+vK{bB)~|xPd9Ffo1T4d)I-Y`|KT+ zF4p)QCR1l-Q-0&IhDpVXTMC@36LN+Z2j5*(uh;O&CJJ?LAta-1OQRY9k5p8S4KLHI zyHC|cFV1e#iG6RXb5yAvbIl8|LqppzAz$SM+lNj$lQiB!GSL z&p~{;zmVfdxTpb8Y*-aDclhabR*^N+50mR!MGS#z@8NO5M_C0sJ<9EFT?6%8- zMjlK?!2qgV)kfBZRcLbC0>Jfdqw38MxB5wM?*a6J62R+@(I%GDi3nQPpziTqha9fJ zPqyf#zJZ+j81bi4h}{|P-CDl76^)Zed99nDR{P5~Kc6Ql4dhB)CA}6JMva-GS5(Sm z*I~swl*9u%z+BRoRGMEb+v*;y*l{yXIx4%CH!>eq@B6b_BEg?_dSnJ_2+qqK*63k> z%cWefJ{6WwgB;&j_7_j9;~@Y~yAORvXN3;k{Pp88U)Z8wY@Q6yoUe>V zqfl@7>)Z7)FI2UF=++J6-|H)HoNvgYhM;bw$fAN2jG{sZu?setKdB4HXM6X!59>}A zrT_yHS?4!G3)O&*ajef6sc^}4h1eb4o!gQudK{+9PLiG_Nlb&^r6mcMd6HRUc(e>L zj|z)!amwjETXv-~*2cFP&*-fJ6vKT&UfCdjQyXM3+Jrg-J51kcvX%j4*tB2Q+vT5TjnyaD6QCy@>P@L=>qmrQuq#Cz&iJKuAHn&(@ zNL+A5l=PVVjsSdEhF`Xg(rI0(Y-lQ54>1{7yaCuXjdwl+8#m2P8jsD|_}0900356M z)eN3(gcZ!dMXg63w8qWjsXew`Gp|h^ygHU6`^!{^mCjlG3C%v9%%-NUzWIUymq&NE zyHR>teB34S4kMArW|uGZG*W}bt|})>GyJ`!NwgcKNp!uXD!|noO&~+Tr!LN+?>MC_ zCvEYb^Yodei*(+l9CR+FubOJydkr)SCEhokZq%H^vmSzDVaw@xS6M}T7VE&WxMW-S zfcnlG)uP|!P&t7*-)0{K-h&ZeiEz_LNc2A%*9 zYNz?bbsAUNmQ5bj24o-2otN$MfU0x+((AugM`vyFbiTC#EWWk_YFz5PoZ5(7>}+xZ zP9>iVR|z90ZoYomobO$-bIbDS&enM75nY0~0m=!mLZ19O+yt^9t$w6*lk8gRPl&T9iD#PX%*S?H8DTPtt%PPdZEBlv@7Dbp8G3S@$TXI1J7BMc zVH#P3EH$96g=4~NOIS@{gX8Wwpu#q=_Umwd00X`w{v=_oJPWYt;VE2+`+tZ9V5@_AwT_S>c> zyk1uoumEdxc5TRtI2@e-qA@lM-QwMi)Q|85@W+Av@MRNL)iwT&nvXXx{ZcDekx8}E z@)h+u&_*UFumdBe&}}mVBPxE7;`b0shRO$sT{!520a-Q`@j5n!NymOb9z&IrI<)eY z`ERO_-*M-GG^ph$(5kuWGHqJ}mMS60QJmsC)~KivXYX$OqvyXPxmrZe4?~gmZ0sym zHU;Wv8Mz$yu8Q-)n^u6`&U7zq)PzLocTErV5?HOFT1R0^e}*14qpg8o+9O#gB=xpp z-D9(|%xF`uBhcUUQ+L{k{*@Ai(Kz|F!5ZNP7}Kybq3IB~+I(-*K3jPYdd@|$yZ(+Q zznCFkmf~GVPKl-wp-ofcNGm|oO+nKd8eDNm2YNuRuCj405Yt4yYa9E)y#apH5LVP_ z;k-kBV7$1lzR%t*S>hmW;c64*Qqv(;VTDxPuU4^2cOLKH#e44RypMl80Utj>!Mxs? zQ4{Ia(~EiB(>BwGgL!<|*?)SU;-hk907e@mw~Z>XfT7_i=o~otG%mLq_t;-SG=#LA z%k(oqi-_X3Hmu;I{M!2d6lO2rSKwMK=A|I<5He)mJG8)Fd9-jr3ra}xJZ9y~m`-M1 zPcBMulRT2dP&j$SGGX*@&@Rt_Z1`IZ)G`souu#np&`rWN-@v1CiRVJ0>^WHdML%ze zy<`@+#_nX#R7-7BHTV@z;iU^%nZq^-(R>bJpTdaGC3W_@vFCBVipfSH=wK-nrZ|AJ zn1W;`!fzG%^y3M@Pk35~dF_`yh3P3mi1qF{R{$Y^$AD-J%&iC99=Yli6K@^*w)dIw zJrqkzY5}wX3@=2VJ|#lvpaB`jYkWbd0a|284I>nRzr#5tFVtkO`>7MG1nL&7`^W5% zk}c3H)Jcb{BD{`wlYJ5A%@*x-Gg? zM7utobNVs=2F4VMn#cm=Ex_Fe{(u+*0@1}GNJc{b;NWv?(UkTBX>5RJevJ4vhQyiF z^^rKk=j+7eJ~(wq8Uw@%b~J!Ld(UEZ^i{;E37@rJR5f8^Z&UTM@1SbX*%F5DwH4>X z06roELG(?J>=M+f0rW|*PBre$c}0Qrq9i96^b;vrs08Oh4Cu?hA}{8$oDUO(Km>`+ z$AYfDX#+P_5_-Jntr*YH0@9a*7JKJ8LI8HO&$Yy0@3h>hxp9yEb)A4EdbH1lgh=l+ zlP@a^9{#Pwrl^F}7G_m16(?d>uiZJ%6Y@m21}F6X_IvFhX?yJN=hX^nRXr}vV7}cs z=a^53uiY|tm@m8h1uXf`hU7#mpcMtlNF%VcU_Sx`uXTcSjCJev{!6Of?{5-3)E?HU z{ywZaqB>#)bb@}%KUPb90AMy?THz`%n_{PlMpash$lgybauCjXgakz^5+u7IFF zf0kq;e=L6+RJLKLlZ!@llE3{1AdcDml^tCAcv@x#JsY>QZEEuH@3!50@;{WXRXd)W zb~W!@r|ePePyjU$9}Lt4+yWI;`VbG=VA@WvyB7JL2re+FFw-!BY6$9|!^)e!RZ+H5 zww{75Xpn5+Ake~yUW<)@U{maxjljIwyjlEx1f+t^-+Ej_^nnV~0HjDTdKSh72n;}i z0GRU_^9xShmx9iktlF&FK{~7|O8$`kpIczs4(h)(es1~PLRt5Qy){JH`t2JG2sdvA z;dQ^>!^5K7n6Hv>({a;<(<_328^1E4fbZ*&OZ`#!g6*^+gJyx~XpT7wI{!%_o2C$@ zB~ung)&jTwFmV~E4maHh?Hk0?##fA2Lv}hC6Jk~Nh$@L0G-TNsT_1?5^Rx&#BXU7? z`7xY)gWZOAey5H}dBlo{*^q(^{5IK(*cm9Yh01j_c$@_tKgu&Xt;j3cX(>}pY+I=R~U`tBUJ#^Whs25F{F?)lG++JU*=@=8pE$3yjc8N zAxX-2_r!!h1J+`pFNIMk5rT7x68(1M5yFKLDdA0WSrY@o<-tZoxV|CH=Ta*NjL1WN zBqG?!#h43fwWpc$Uzx(f5fb?Z{W}kgH5dalo%GmD!D$MAtoL7teLp;f!7b=z4xL4W z&MnMw0GCCK*eZxTN zh;8^gJd7T-YP96;ln=kn=_>r^tMOF3rNTBcqpHCc`nZ?gXBeP*BZlhpSO->~)18Fq zeE4k#jTZ!7O?cC-y98ab1PK)vB`j#U-201%j$eFGg~`ELMIOquAYV*r2i1%Y19&YWRSShKPxX8HI|C)&r8wguebK{fgF8uVXynRX|?z zx$v{`odq`J$G2KC=!=fioC>^j7nrpP+rr|EV&-Dz4Qo+fsBpv&>JKUpD!+-jUmw)r z0(kNn2xJhe6t6WU&b+QQ@_nao6wp-P;LpH-2FF<`Q4y49Uoi+T20=LJJpY;sy1i4w z^CR9U#o}6`)5>wiajMhGt0b))^p?J2eUt8b_nkRw>reJV{--CP*b0`_m*EXOkb0Ot?SS0B3*y=;c%)x=VbYvoM z&LPoLVBA8~g+j;&a5_Zbtv$dg{Fyw$>wv#I9Pr?rU37TsVBo}1Y4#Lr$ZkDE&B&)A zUR%2E@1XiVU?Cy*1TrFo^kQKllIoL1280@rMD8kgZXYWzrB5enCwpCUkCPvva@`Qqi9fykg7|1aDC#@a8dwmP zRSoajN3aB+vfVBa+Ov)4;|Fe!h15%YhtwJR&0S)P6EB!>o8k`J$KS{vNw!ym6S8Dm z?GDi=^jnD8)<h;!&QKN@@V?>#Pes4vW-g=if_uRQ|oL(`+4s4ph*(WT#fi8sIM zepX;pP>)lM(?KynzvNiLv=!78D-kmg`z3a5BYi{(L#AQ8c$1G*OG82{O!NJUq&L61 z5!S`*2Zd;ms7=iVsTgC33=8k{xk$oo z1(vj{IU=VlrY%s+*LTG+Okqju)txn+HIeV)JPm>pBitjjkBJ51vBfFt-g+#47bp2Q zvb$A1p$0za#(g6bT#%ae4sq(MkgQZ)*#4YlHVDd($d5>j(2fxNa|%X`MZl-Q#M$iQ z{g6R@1}_SM2KhlZjjJwp)QeU!7YVz)WFVKODXV&yO@Nspa>{<%tp;MsS-_DpGS(5r zHO}K+fcu430xRz<|I9Ecm&>Qn0gL#`P>3k`o#$rE8oKyF+qVw$u3z_Y76w5o0qW#o zW#-iC)kmLn^bp)+HpPHqj}0SHv}IW0 zFm38WVdz1hjqAf3*1rcP`GI`E6$$uza~2Xy28@r}tCKk7nyaE#P39`t^mAyGWq^8n z6grIK_cin|gc%3%f(>GQV$-0@q(rO%A$ws*XbgGMFj&%B!G5B>KhuDFAo7HLd8)_ z#~+y(^idvf)?oJuasT(DMNa@R3tpUz?sjy%3Mu!#THkj7XD{5{;{x~W2+INac$f5 zSP&posdwnvo^TBwgh~X*fx;sMD7{}mr@kS3EGUtl6pzOZ#!JS?fH;r@QfVygH`nHl z`Rp5}I6>&(mV*08jB!XDg~5AXFovG1bG&vKhVK1yoG*crFW)JG+k7BD^^R`&Mz$Hb zV5Pw+=`+&?EHmP71aWM+xWk+Fd`Sf(?ET}?H2uw`@jA!$eoxrP3!2x0gR9^D0!>#~ zoqpui2%Q0-)xxU1j_P3Lh+>;bRR*LLd#et91uoSD?1G80o7)`cz9Q~}Y3Kab{^QlK zjcsvRCcQ)KOK_XLwgT}u;;x`D3GDHCsF|@A`KFiPjd{PF(Gdno*xB%f0sM>?P29(? z@0{3!EjTwCvu1t%oM_WR6W7JGuB@A)5|VSW8x zd8FEkgWEb0QnpCe&Pj25hd?foT8q_A@wYLKZNfX;7sDV+n%274Ej^z&X3#C|zIwVM z^a#2r8*D~_L=TOnZXfJGv4-8MG0(TgH+XJd76RC40f|7-OQV@^VfCz+605O!%I|y&j z{r>kB_nf_+Sxe32%$(WN_MEwM_bvTpk7Y$tL;qw6DjY zK{lstX_-Cc<>A%g*_OYU|HJKag&TgiXxjEOKb%T^mHEi_GfCNwhyI>%b=4!yYhXLG z@H9F#-$-o6nwy(;G31vlW(s7pNPnE-l_41zy15uOVunEn>+pAdXpmm%=5|HMJhjy zcf^!Jc$PKodUW+%5xBNkx%TD~fqYS$lhcpn9=0hy=c%N6jndvIa`Dym`x7R{EUxt6 zi}R8BZ;czi>-M@zXN&Y2oHf_@kM0al&)GD2|G7Sea*Yj%44b&K!;lQOCdEV+C_Xl8 zjJIm`w>nH8{a|3~(dgvl$Q;EVM*Ne!KO!>E-lVsBUFrBV(plWBZx!ZbI-KOXCX`0Xm#iPk0!hqS>*hflc}CLSzIw$KAPl<$$4;6ql=%7{K}2-YGw3&z;O8@=Uu}u4Rq}7aOEx z`lUnZU&s8tD$j|eqAhc`PmW5-aKpq~u2qNTKS=HKXPeYEPqGZ!6yIP|(ta#vXJY1; z=$=0ci&;wUm+jBC+w7ZeMRG4{tl0J-s&K#rau;8Pr~mkI%#~<=j_94Q{(GuHi==u5 zQrlnb=1-5R*dlwx(u<|OAM@&I{H>TPgRxbcuxwSKi&fix@q3@_CbY|O@?s@y)yB-d zllMhj*jJ{^&2B z-TUv+a_`_YqSx>N(IGX~n2khyzcXX1eE1}Oep0sg3ca^s>Q#WsCeWBRIgYjST) zDAnvvM1|yR4Km=&r9p;I??%*4%C@eMA@|0)YdFhI&o^@QhxvZVwC8#J@|f}18)TpC z8TVrJkC%Td5i|bpFIpC#{P!2>zlA5Jcz>UnY4Da`Jjv-T-%MF?_GrHEp2oL}8J{*S zZQ8@}h;$OM3E33>Yo^^Fe&9a4{%oGv89HWvyYjm^u$ycD{FlQMqL)6x0n(#;>vn7| zHNElhCir=Jx_z~fsAb#CPrb$I)56XA;k{+Db}uzMYJIuEM@Gd1UVOjRi}OER7q@O) zaLwp3t;aOaxR$QT=6_D(XYZ*JCH>i!7avq+J*&hD(9DBGtoPX3w<08N@T^WRNT+g+(4=6~Vt;g{KPI)`;{$n(8f2lXFZY12DZ zI*bXbL|!>m)K#U)M^j{5L}zGbsyZ=4zD zN#=0L*~}a+^{9yrhcSx_CXNq{%<#!OnZI0Ep;XQ2v<&GB!xz^sRBzlLN3vTh*XCNI(=u0E zn6>i3b{3O0iQgFrU*1@0ai(PjzoXv~F>Z+OY zCPmyayRgVN_wH(0IAcO;_riH+C3nJ!b>>D%neN=JIH%l*nD%1}?HYWn!hd%Bla|>W z1$B!&u;at|6I)y>I44`BEMx0Aw#WUc-n;==fN9AeMOIsZxgjhHK)=436gYiX~=u@58Hv8Gw6DxJtRAT76)60)r+2OsOV^_vlr%*W%ZMMvNeb#bNS z(i^k+UhF>-*)M#>u1}wwnYA@M>gCuPsdsrh=UH~aaLMW?#&8G70u70O2Pl?6mwLZ)C-gM>yYjRkDplk za^R_A?Fuz7jX?SI%0lPr9Vm~u^UR}^yJ3wh#(&nN>zN0Y&6KRSCT>`G0qjdVxA>~n zSEttR%#(zJ_b+>H8Je~3hR=Q(=bVP0Guu;YepwekakXzQ2w(J7$32%`6&=*|z_8S_ zKdnq38NR#Cv={Zd7LJMQG`xM*yX&_tL_m4u^vn}Amm+w@vFDP(Mpddvtu~ zokf*um8m)ve+<(G_ z1aoqD(E3R;|2{gid9!8(nxp>sX%h2Z|HMfJyR0Ai^SB?!p&!91XjJ^X>f66-{Xt2$ znysnXyk*W!7enuy8<6u#a@gPFCpLa_YVGQSPv(9;Y0DouhraDAa4(|Lr1-IoGu*4~ zsIjKx^a2w~HZENBgHOw5{BdD{ug2$ST>Q71t(Lv{^}_tk#y`Ws)dvHYWw8Ro(7(o6 zN8Hs+|IS&g2=^-6dYT#SyKm^D35MExUKTGt+4 z<6h0e-Lt;;pIq}^?0*^gWex<70|rLC%;dlRX7?jcUsXFdaBHzH=l90k`mAT)!L7dE z6P}~|tzJJKNm|(W?79l=&TdQGxTWdYb1`4+nHTza!lh@`@3(c`Zhx}O_hk-r{?c{f z>AX^zi+LJ^-kRNWa_&{ty>YW2+@Ael@4G35+bk&YY*CH%Nwd>-Wx%QP>Wu66txw6b zr9-!yljrrR{3v;QO2Vn@O*bz;AHF4~#m!^oH|=P%#`h@c2Y>GLJDY1{>69r0W3v|2q z>%Fymx}}Zsh9&pub${);E%WD%TiZ9J;_hl2^S8LT=IZsV16u4T@Xf`J?u>UYwHVys z*4~F3Lr-4p(RRX(J~?~s{di-DuS2F=N#PsAH>5T{JLP$w-lfx#c+R#*aGo zW7fN++wHtRWb4ooD+kZI?Wj66`p$q>Yj*q3eYy0A_hI%IOIxj}v*Ajh>a=cmGN0e| zd+hzE?YB-odADf0J>`ZJ>%DN~h`7ns_to1v>+zk6)srSY$&hfTNcBBso}@H9@qKK= z(^p@t9D3x;z`W0jjhM0W&d9Z$V>fhmZ%^LvWK*kq^)_57^I~#|JHyvr+0yGk?DwtCJ)LED^Tr^{FllvoVhde@tHlMS45nTzp;PdmCBXF=gnLd zy&~aYldIW=e_y;#|B?sduT*|s(NlB7@t?!j%{qPZ)Zm}GY%YB%{OGK-=zS%Vj$ZS7 zruP5JA3ynnlTFqyxPA2T9Gf+7epL+m^X9gkt-8=)?Au!?C7=1*$ZW= z{ATzUEBg11sg`ZP71tk4E`^mY<{jSgpI(i!4aih^uDeE+EziF#b@GdiN0vT4_1|-c zy%Q!zuS+<6^smW%>TG=aV&LIVY7A^q=ytuK>))$!!_)1tEBCB4U;BQyt{q3duc99$ z^ceV6g|htz#jWVmd2nXbIQr_`l~o@<*!*Lgl1oDVt(+d}u3EHs?pbe*t=BL3e-i=! zNRz9vqaRdzR{ZYFwgx^xKbT$8-zRECLf@l*#r6pA|NDp0rHcxC=QpOe8us(8B@f~My;(y5H}&Y_wBd`Zep0+? z^W9bYeKzU**wE-{5%)uWTGo5s_}}v!-8ksrmSW5+g(zJ6)^f@P_Lt#v-V9%w=jgS1{i?hfeKg{Hll0gjkAMEW)3YZ1k4+ljJJ)OA^M0StZF*Y5vU1n)W;O&h1vtx4PDu`=739pAD`-q<1^p-@v7@Y zwFa|p&R#aC*_N4q{Jr;OyV>P0S9<#QpBM7E>$mIr^j5daUp3gaFRkK?8LK1T-P?P1 z`IHJp^1j-MPu8~j^H_y%v%S^vO?U6ykE{RG##!XuJ*8sL7rljhKb_zIXv%w$BiCM; z*6YB4IibfoguZyo)hW-xnXMefP9%?Qnc?F>zIiLQBy4gNx?1PI=RQ7pbN0bWLmhcf z?D?c+foUCL%8xI-I#cMrjx9re?^vY#jCL*G_`Or$MX?(lKK*s<*Q@iN*xS10Tff8% z{Pl~ES2<4X%aW3>*h1g4j{SR1t)7zW-}fJ`-1hgM&C_;9-p7}US3O&P(~36t@)h5mF*fR-L+7v0t~xRLZnp1^4!wVO zbLmE@^{al-b-?+pErN^Kkry+D-4EYVy3(c0RcBr8{ny;Qw`Xr1`_0|_=X=hsdcMNY zj4LmDww@{fbYYu&dCu=`^Jpnl;rfl7ynatYWd8Y=-WoA|)}7MZcmDGvS6u5IyG}mI zaiNp7oE52&8vSC-g}cQ@?Wt7!!{@QDlIA~2KK#|DJiliiIct0Lu#!hY(kiC{ zxnKCg8DC);I2m%A3T`1t=b2FIX1k#B_y?My8`PQE}u~QyBl#QKI@$?(f?c6L)2`1 zMB>1f71QG8rR4nM!%NLdH~h3@BI*{mJF!^L@Lw1GWKb0Ft|?Y?%G482*S9_QPNg-? zE>un*-tqCy0j}%Cru-Vwr)EsTh9(y(=PQIY>->n6O-pZ&I~Vui=be2yidC5Dj9!{B zqe;r-KAn9f!|KmG5;Z6yDgMg-UW+R(YPs+1y_E265%B}_-+DfB!@Sntd$)WU_Rm}K zH?j?X;C;V!w+myNAMd;F&VQc2H6yL-59J@9?0xIjOSHi5%-d!xiJEq!ZQI62V|&aS znX^{0r_+~2HI0}vFm2w5|2j_Be)h|dJ+psmJ-+M(Pn-31H*`rq>|QrKSFK{Fme(G% zFz#nG*NqR_#xA)sYU!X2r?y}Je#d}HF=agGZV!Jx_veXCE(~foBQYvA0^YQCP zr@ZH=zBhT}qf<*O{+scw4z)fSJH-+5?w%`i zay9MH`lG*>)ac*6=tnb3M`m2IZ@`K>n;PWo^v=P_-$uG#PH7ccu50qmIT`zRtaxz7 z=$PUMr#+3V5xR41%S_WcIm%DHeKco-nEJEQa(>fr&$E_!4`u!FQJba1z2EF{wk%rC z+aS-)**L~o9o9T$`4IwvnEUPeLY%kC||_iYeVPoUuUfAlVkm! zy(!s>b}u&K5C6qva?#2>aVwPo12guYl+vipmt_rCn;#{7rI zRPJ-&*3c4DU44o+jCL)}b9Q^1p`jBy75*-7mAqBgw&_>gtUB*kzVm8UheDT2wjGnR zZ{4;125h+3ukFMJM~iR1mHfXIW_+=}8CUFEzAPL?7CK$8+W4$@ zGu+zOX-I)t7h|eUD04Sc@qPV=gdV=wee2{xcdEV|*XYjs?RNb>Bzx~mxwp~RH zJ-Qb=IU;uGkzdc{yxHQ#*!g!`tnHlK>%jac8Fy@1eYN+YaT608EZTnbQsS%CPb2Ox zD7K}vp{);=nqLNQDUB(;!qqe8vwEM^@nZur^MmO0hyzEjrD3*z8CHKq{~k4C&4N*R zY3O)NtB{$cPCi}vc4GXw$$d%%FhFNyi~cg=f4{CNRwh&5TKVeFd}~U*ex(9mhP^Ru zPSi(O7}A!-HcM={Jafp*5mD7|{MEYgg|w~%)*|85j1EzeNH}uFe=%xy$p)u3R=qv0 z%*`JLJ7&z;d!Uwk-S+4zLr(SjF)<43$)OrwA9oG;rq`6DsF;LR*DjO~EN!!B!_hO@ z;yU}zc+1Vd-u&m@fBCMrnKWnY&vlz7{B-nEY+twMyP_3lhDM8D>n8kb{`!5d|G(Y7 zBA+DI!0I}4OkH@4KanlYl=ty+G|ER2OG1vJQLeZ)7b&=WZEVfRh&d0dogRBL>eZsT zecR>RHGM?XN0&2{D7gIg)!ChXNgfpTaPG>9k8-`-G<;jO_RZYS3Uxn}vCH2t?++|j z(0jeu!WpHaF@cXBD%-P84Xc@>?_yVWux!sC;%;plJ^1#YMMGvLMSY7^HMMNduL74s zC(Q6h4Z7d3f8N?#hBr%pWbc1D|)QMu#YBncf8egcdnK>*LDnj zaqQy_RXW!_IP=u1TBqKrUFO=L{b#Xm#56oOX>?4xgX8LA-PrqP%X~RwvX`H_XLaG( zd%sMZ@Z+kgvv>7t8TxAPhb@cz5`*1|XEm0F-&+>C(IIZjtv27Zt98HmZ%01eJa3)n zMD5YP&bqobs&>}F<$Sxcq!cdJF{0(|!*Y1-o&z__Hu;|omVN>4flWXR_)&4w%QVX=5+_Z1aQ;S_o)4bO{`hMaPm`T0L%a zu`MAdFK4Mbw#}W$UVCaEI^O&Gicwj6C8uvJHuzG-vy+DRsZ@OTze6%qy3}Orn0X%5zWMp^j4M+Iju_MA z&~F1be|`H>+}3gNL-O9fT>HhCMt4@nb+7X1z3R#TJbAPIrE-a%JuRAk_ty%wp6}c~ zX>P+dTjw7+_|vh+w~8kpM%Z-G_u`8Scgwu&H+MzxZ5S>!7es7{KbI}8R3NEEnS*OW z(vLsHD6KH_X4Ha&?Pl_4+Wg1d2?rMLIeKXsCf%@NS)WvnojoJg*KQ>Kex>rD(9YG( z#JL$YC}CBTl(Ib+drF3N2MhKFot~)o`C`nYhZys%BN9W7P3|+^TdUZ^8FQjyF@n$F z*Y$b6%e=H;layt>gRFdW?@u2lZv10W=7%$$MSXN5w$-4a&uhi+a<@+{;$1wlZdCP% zh~N)Tq|TvHsVQM=QS@T{mL>zyTE-oc?CR zxFHpLcwe6Ab=l)-9rp2z^B~Y}M=$Mf^#FBQ2sdBec-(r@$kXTI?~k3_=leo+#z!P! z-!yPu)0~@&beXvXb1|vOg=M`<1uBQ{nRX=VJs>%aUpM7hn0aZ2zU}_A@b87W<}Vyx z_Pe58u#JFq{Ef0b!`(S+&Ar-tN3t)i*GI7t2bx^iKd_nmUJ=Lgj6H^aawhq|FY7Kf zv0>RR^@qQ`CC8d#+h!zT?Mns!0Z7Fa$tF>2(Es?}cX?=?CHmdIMzr#*`*X%?AhrB9^}9<SCW4_~fRy(6l7bA3d2ch!<%AuC3E%Pt!P$bV#7w5LhR{$8av zHC)oP#Hohk1`erE<@2hq?%saV=Kjv@H;c~+js7;`K>De=RTdxrBBAZdkI%(^^W9Gm z%fC9?c$3?#C55vh;wfAr{oRkhIN&JqZsPIu-=;)5-rcphW%j06Qm$QpYoj~&l05_F z6nDi$9URl@PNRd6v?A`g( zCUjYyYxdq9tHWmR%h57qZifoLPWd{0fA-H>Xa1$5=hvB@Ro)Z3urayOv6DHC33;?T zG;Pv(@1l_ftx#ufLZ$W5dDqvuKl0nT`>wTH-lkKz2RM_-l5thWLAxua6sZ!E7dHb} zSE-oPu6XU|`Og=7-l2W2qz`UR%DAdVmf&UsD@MMsiOGGf%|__Hi?P;WOvAnP{UIiV z8GEenyAvvEH-6T97U|B$ryN!}lla}Ft9=~9=i<6oH_Mhk2=lIIS|iS5PK zX@jdSTAywHrP?FL#LrGlFFaw^9Y^(Djh^Ihf6>)q{+~Y{zFTnnUf+|DxK}SHmADgr zy6C9(^`D=4Rc_R-!?zmEyVSDK${!L}o~tpp+s!|36?vX<$7Nr+xjintxG<qRR~GN$wuYM^R7+{M6AEwyz+~v93_|c%{S}io|n_R zmHuJJkeH~E347viBvz?|Riw$)v;m2JlfOswNV5eg+y6nOVgK8rLt8y-&*sm%K+CfEJoO5L~LntbXjcY4GouMzH3%8>~nTiZW{W1`M=&t ze9>=RrT0!@1*@B|%7jX0bJTrCE^K!a2R5wm_{jD_X2INMt!bvRab|jEeO0z+f%SP7 z{yp>bg@O}ighmgFSRQ|_UOy9SOu&+3VvTc?yPLHV_1ib4L85<6vHE5b#`bV~Oszt( zOGrF=DGeKu9N2u_jGC4(x5?4TqvqAk`F_!bGm6)(o3Lo0v%>SW)xJ8LebY>{{X&t( z`=S!(eytsgearHJiRDdkt+5^_MxpvxW@DSVhqak>pnIdwv;JJU>Fh~=77zQ>J*?OS zw8BVK@kCnO_pZOPuU)WV;Mj_mF_6_+pU|a%H%GBAX7-AzYi$9$XIdNnE|%Kj7v{v? zaG(CMYhqa6ejhj5RNzJK`<;4L>73=8z59j~&RRX8&Cb#MGsJ7(CE485v-P+-ZP>9M{()enyUHg(>S%DqFo?&&!vynly=2PbU0Tj}7m zp{t6At{Q%NhB@k}S$_P4yS>Y|dGzA>$j#Mu6bK#H=EGL^CsvBo1F2xNkeNrjvTyeZ%UE53w(om zthn>R;0fDP3d~K&>#d#l*{&8%Zggmq651vv!?RAG_Z%0#I(*QW+qU+9j?MVH6M8+aLU*+`pDc57pqm1>O zAz2q^8}Q=GI!!NoLK;P%-nSGRl-RzBINyI;x3F!Pg)uiGTjfj5HoT7iOUz0$Nil`W_W#S*FFXVcI_=n~_v>3n z2+Lx=a&~O}&!KyfXR0m3G_2SBE9bpd{~YQ!VNm-G?Ju9*cJrGi_Xj<%`vgZ6dnWg} zzvGAWBI`cg@CgX}=$U1`9}jF=AIr*$%Uj#KA{sbnl4sSU-n@rvK<#GASfAwiB>4oN;|j>-9g59NBKl)ixy)en?wi z_f^T0A$x9JXxU@?HRtsWy}CSK-t^m94Nn$XzhHa(jkMv-syItLoZ*cAa?8p^KgaH_ zvbjji;UBw1RByTJOtug#p5G=MJ6B_Asq^tyvJD@(_W8Is2JU|HqS^EnBc3)%Za(~0 z(^JpmKfHgiK$aEfj=b7<{QWX3S_H05`RzcB=Iu^po7BAB$i$c%pWm1fH}c=4+-DB@ zYIk`#xLnSP?OMg2`t4fs``yl_M0Pm%tVGu7>w0&Y{aN2uUDp3tZupC4r^DfC!ke_}U9Zc(!{(lOc&7Vw$IHBRi+<9PzWqL=Uze`Ab423Bbx$Pz z8~n%Pb-nHNcwC;h&ENj_j|0+J=AXBF{l7GaAA)E0G>5~97u-df+lg1^MVddL(*ho+ z-Ok~5IbFi9!|(U{pdI#lc}VlSMR^W?ATj_6GrL{DVU)~7n#(Eu`U4&>J}D&Z{9b7n zaJV73X19Y2pJ*3Hz~P0+nzZwIWnBUezf1ZJI3xYa>~Xb_qbFP3QGHRGQoEmhBR7 zdm?q3->Lk1JOQ2NbCEQS%@dGg!x8XCMyfXTT55B)whwsyZpbLu(|it}^6QWEh<0}R z0v@+$1E=2=Dcc2UE|2I-r{C?8V-jfr^X0GC>*Dr7jZf4CX+Ak7-9DFBju&sF%i|Mm zfHaI4yALmjF+3WTC95T)CakxZV zVFmH~M4izD0XeRGZhycl%0olB0;1o19!I2HUwl4)B-SQdoqc|<5j?b|`JGOeocl=g zN*{iw2U2A+ugBvRa|?E!fKF5G3_FY>S)Mmit_Oan7ac6^{BFM(2Y#R1A=?ybYOeZy zJ_lB7dmH$CKBwppD2zmUWSZX*=@otHhdQHQwkaCWE!zMBh$Ky|8~y|_;9}sOH2sj-sfj1EF`25lbMr5RzGXbnQV!S|;64Yq7L*oU| zT(-7%MEWA-`iwLO7Hzwo!;OJpZ)b zOq$m%>f&@eJYr46An?d}>2L*HNVMZXRwGCH`uKAo%_HUl(l96mUTAPSoTAQdLzv13 z9E&=`&Kqg(OZW(2Ac(p+BO_&-V!?LHc5yo$l4lHYtF}j)Q|v)t=X3c)zahQr3J{PtO_IZi&+?f3` zuiMBS+r}yEymFjkE9#Qt4{1KJUxN=nGK=zj4#<|tG&dGmmF5zAbf?ef^(Y(xmrJZ` zPB58Y&U5S{93pms9kyJeO_8SXVw>X^`$_1@<0G)5O%X7;L~IH>w@+fj`iEfGju&Z0 zy4%+FSQGtn4*H#NEd3(Vb&I~lsv9ZdC@0de!U!MO6Uuc1n-{m7gGloW-go)~7`>w3 zkmeKnFf8KOQrpKB(%cx)wz?qA6A*hYLjX>(2S%FOuOSUBV{bo~S=>eYnKZW;&q%{$ zu=j_RCdRl)^NX_#q`Boj%!Nd3#q8MJ2tdR>3`7wKh_*+}2vQMk<-zt@Z~*ME|FgHf zNyEv7-LJ=q#l$`bVTUS;`XS9Du_4W;^P;Jg53GsyHQQ|TG+q;u$U0+K$v*dZv9*vs z0uJn<1-5_>!IetG=0~Ps@QVKR1WaaShaG}F4W|qa*+(W#@DW%r(k1rjCJhUlD$gs< zBd~H}(`8?WOqyTBTSx6c>T-PuIvG?DgOTLD=DFBq05I)gB281h%&J zbrNYfzEb7+{DLoGhasfw{9dtVaAQ~E7kg@?;W$I$^&#xkY4S`Ed2z@iv0=|3I0b7Y zC{OgIN5^1pr1`{piZpdrZ_?!1E7Dx3wY}{<*sTffft?2hN;{k}it!9PoPJ3=b&iSh zd;vL5y)FcuV(w#T$a6S!uM?Bn?!!=&>|dnG{iNwO84Do|yDs4ur;Zp!(g)f_^oMC? zxn7|`<+&q#U=Yc?E{8lz!$E<=BRR#KhAF(*AxW+XT=JIF-k9HQ@tc08W1FJ_6VwiE)o-3wYFKZv&Gic@=4RUSY>;(r_qf^I_5? z2Uuw$7DpOR9_{UH(y*(R5R0Y{{er1b^T_5L*Fz8z9Xq_cSI=?vZeIkM+;K zwj&Mkuf&U!X2HoGJkSIo2^?4xMNAAkKLATR98(LtI6MIB+3j%D2SIXs8V;9GZI$L0 zXTAtsFyTaBVsGXVXOSL^dhGY?<++@0ke*D#k+i5YW}u99QJxPE4efcssy@LzU|PT2 zqnk9WCo(VUEb0e4uh>(Yyz(s9q~UN*m4|3trePTueS{60e0B`-z=5%}!&)cSF!LY_ z(WLN!N19?E0Xq*GTG)Y91h2wK&o?(7Bq|(W9yw02-#{-(AK0vjafPK0$N$pKhmb+0 znTNA7EdYiSY1rw>@rCD5`;!(pyWL+~tcU~!S> zARYuCIK7s6z4D9^b_jcfo!N4Uy#U4!C`HUwKXM8lL|-5d72^tNY7XLR00KCB{g5U( z55Ie{EJ{0sbYe_`0OYf1?Nt5TDNHd3)vOFAxD<62+rtPpPRCxmu zF9J@mp0qPh7*v`(8$tcdVWhH?`!Hjt+7D@X3?%cq!15|hJ_AR2E)a;abBi+yV}}(+ z+2IC}OhdS;+RyD0&n8eF!Xf+IGHEiNF=^QHDj#IL;A@YnJS;G(T@W~`^6)TPwE?a! z=<;xADeHo`QTZ?@UD6I)73J3}c?Ni~fl=cHWTDy=*UD7?;)037fjzLoVIH*0`uRYa zDox(qLj4f#YdaiQ$-H=$rPHw6Q+D`Ti%P@6k4nQruF~YaAk+^-Qnf)q##^w%IfE(> zfr@G?taS=@&r(%+SlZ=yaUdp9?V_H!8XsPb7nG;VlV@7Ui&H!~ z)^I6C#Kgu9PpxGe;NVBq58DH6hlffkue`$tA2>5tb;gq%ohF}Yn!Jb;r4QT{(rKjM z$XblE5nX359*;>MUcDE<(T#{*P(SQ4)wsv9Yfm%JEzQ~~@BW&+I?YScd?d|J(gHdS zb5;4kx~9{dBu(E}#(@*DBRCM#X&(d!;%;q6aNz7l*M>okG`T%qkqf8dNv+YuZ%*VA?c2j+sd(>TmtUfN-D z+0v|b7H4>-O>qs^W*1D;IB<1@*l8R%ydicP2Vx6thrOu6f%Q+P*|Ax52KT&fXYk5B zP0)_uK>YT4-k=@9fmle}5gdqDl^xbPoknor{8Zc7v03%QzC_y*9N<-LM{r<|sqC<} z>okG`_m;FB!GZIQ*X^u65@*~NHtZQ*w+p5b9N4dEJAwmol(NIKZJkDNU~STNq(88K z)^-F3&g--t!GW_cWrs6loknmVwtC&pw6jZ`6IyMGbFSCzf@uT?_9fbm;J`jn+Yubt zKPx-LoH~v42YGMDE4bUjEA|lbB{*<)t?dX7oQ)_u!sj?yCUyh|;d8u6Me-6Hh--CS z2o9W=Xgh*~@Hrkc>%4@|aW$9N5gdZ!tv(`rj@t&LJc0vfr3xG2b39}rcBDTDpPM^2 z+6UqcE||6>I0&EPHARw_;1IF6*{|VxnK}dT3GTM+#5t=q?ge)nJCC@# z8nh!g2%qCZlEy*!950FxJKZ1Vy&c)6ID{u@dR*aQKC#m{@G1eZv$ws~F5*nzw2QeX z^LqV^oxHPc*$M8p?8JFu(9T|GW9Jj+=s`Psoh>_Y&L6bXIOP5Ipq<8nH)qwjGH0a{ zFJ7c4b{a=OJoC5widY;ta9PNH9vie%IB-S8eoh^ae)tKWn|ryhw{y^k9h;R#_}sjssPf`2j!v`pQLsERKS+FT?iA_r z?0pn0kKiEjIW95l@(7>fY8tU4I0&EPiaW_ma1cJnb#{`M^atT{KjCwu6`|UX@HsAW z6FY)~@Hs9dk-P*4;d673R@IO2xw(6!?MQ!+_}owU+-L;o@(2#X=jL9O%1ij%ypOHz z2oA#MxbR5wlKvokj*DL;FX<1#@zy*d@i|^N)#Z`++&s%yc*%LYd7oX|k^Ufjj#v0e zUfmyfXsztb{YmLJK;mf{xEk~w4KHgAm{A?5}zA>Q{|EP9B(fXJ3X$<`xUx8 zf`i28=I*)9tH+hOOQP)v4icZ^#TcCzcZyVbBtFMYX<|qEgT&{!s6g@(9OS&+ykn>8 zCpg~BBizs?cBDV>j8vCLaFF=i=&3>NAn`e_=aIZ*T#@s3 zyuD=0YwdHyeMhUE37-cDpPM_|s;x+TZtllwJA0i?U2t_+?YYdmUpg=855e75dE%ae zg^lnz-eA=}2%iTCpPPI7s(yse1BB1bJGVNoy^pLq6FxWZKB&Be&jTbr$4yI;m*60L zjvJXIFTp|h+~^CaIuky}i>btp%n!on0TQ2^clNYjf`gp52MC`B2%nq#FUkkub94V$ z+mZetd~V)-)p-dH!socrD)Zu2s_GAO%az!v{(zmrfi#5!X=+>{P2oVA!htk3u8>A> zXg!J+vab_9n$ zZ-*Vhq4^va1qlw#=jQgW9)Ft8VMlOiK8GE_q2qJd5geM&aTk%`(0mR%fHVR(jS7m&0Y#G z-pRe0xxlN-(|is)fAGcUyH4?*drkK*#4OkMxJ&Zc`rKsnggrpPS3c8n5Pa z*by9>&tXUUL&xW^V>tBu06D7qfoMpY#(@Qp*l8S?n8Z%wz+fYG8VA5>JHqFNZgwM@8t=f*@Abf7# zozr;<4#MXUc+`0bpPToml@G$_xb;r#2oA#M4#MYnsb7~z_#7`#6FV}l2%qD2JjqLN z5I%PhJ~w)$s;vm0n|D!^9pQ7MU#IOze-J)*5I#5W>^VJlE&#Sk_2?5I%+DZzqj?W>#M*4&Bxr6Yz(MwZ42%kd=jo1+!gwM^p9@>ZQ z4~TLoJ1CctG(E2H;-}5d$bsUuR<+MD8l18&5ZWPWdR*aUC}Kx&2<|p@ky?Ld59cKD zxzTx2^&@=lB=Nb?o6~s-4icXmom7>V@Ht-oB6g%d2%keWj^ri%LHOKB_}u7V=sFV| zgwM_MZk3ntxp{v}+Yuau&vCng+55<9d&1{XQz3ate-J*0nhMEF#uednqdTM8h448f z`-mMGSA@@@&O-8%{vdpA^eA-wbbmljPuUrb9+?*}_L4M>!{|`yyc!2&_lTYD52(=) zJA#A6=U{Z5m+(1WP$qT+2jO$0H=^*8_}oSK9Qw05FX3}2HWNG2AB4~G;vLCL`h)Pf z(PdKD2%j5WSY=1}+~~w;JA#AoIbNC~c?k}}=SC|+`z7Ow@VU|bPub$KK{H=2s7?FpYl=#JQt^-4cK zhhzi6LHHbM{MrZMbE7w>>P-0D=ul}pd!5am#;gZuN85hQXr$=81P9@B7vXdB%^X#p zh{dhC0I#YG;d7%)qRX>mLpiuMOmGlBH`>CoJfj`0(=-lzrG?n(abZnS%q55ngV?;v&r2jO#waFVD1k>}@7W+!$82jO$0^CW%X14ATD<1jk@I78A)E!A0$3E-{(}= z2%j5GV`WG999qZ3j^H4CZocTNeGnXk&mllb@{(~y_}sj2s{9f@hc+>>BjbwjIrNH2 zUNWu-pL+=!2jO$0$E|%39E8u!cc4{X!sq52Bihd1M<&KL zdeYjC;2?Z%zRj!i5*&oji9Q^}7xlQ3nsKJiL>~@m8VAvbgPoq|L>~@z8VAvb!<87_ zAJBbN?Si|EBu)1RJ|aWxbbsJ$2EL z@HswXMC{1?An`fThr<;<(jSD+y@I>VI55u))i@x0PW0h$O_1OqeC{QD?j`r(%(s_c zZ$GPkXj5H3GOh@pdkLQteK_;QW1C;Af5jPmFpZ2W5}%vz>%NX7nAeUim_~3AJ}3Hc zxO%DQ2hoRvogP<29}aeUeh_^)*l8R@9}aeUp5wDzs$GaaoWpz*PPQLD7Ddu@e-M2* zl&AXxpXDOu>Hff%)3hDobD|H2Yp(={;CM3*h&~+BNPiGM_mTMACpbRngWw>1PW0jM zNpFIK@VWUGqUtxo=lCQuu_OIK_}oYM+k`6Yag4=WHmGOh@p<13{kFTp{cpW{O? zBroX?!skRE4p*WH4#DwOpA$YO`fwS#gYY@gheKY{ zAB4||J{2%k&MIBVP!J~!Vj)#VW!gwKgS99|$$7i^uA6ED z5}*4CpW|b6Brm}sxZCW}<#!pawj$^4L>~^X&yfBgd`|S?9B{1bOyYAt;dAp1P}No> zKF5a?i5(eNBt9qlaQJpQnIDAD@v%njm+(2!hqJ!VuCNh4C;D*6OZtQGInjs1>rA9S zL@aKN7w{m)i0xjLpYXZ)_Oil3;&VUYbMvhpm6!0j`G%mjBRB}3`w5>DeK>q}j^H4C z?k9Xs^x^P27@6nfyxmXu93M~DcnP253#Y`6;2?bNCwz{t+3WHMpA&sJ2flhw@)8{6 zyq)O7p*(_v@Hx?kLtc%8=)>VvJUy<6J{;^cjsW3vq7R3>8VAvbgPmTlh&~*?5pJ)u znXB@fz-Dd72isJC5Pdk4-h^NkoX*5`qphFI6mk@^Pu^D zo@!^p=K&Fmo4%Ca5wm;{J~!VqQ$7fv6MZ;*mz&HF5sO=O!8!^5Ha?P?aaR3Ed`|S? z@QN&%AB4||J{MVw&oW4SIjNg5geM&VMlNX?lwM5 z+^BsJ96COS4}wE*x8(!#L;28rj!(~%{?L35JA2z3ABLy34}wF-=O~Zh5V5%BL&rT% zq7R2Of=X`cG1YTj*by8$K8GE_A!2dhz_wHE!yvmr#+BxC*pYE1VsYa`exn(E zV|~+GtV2j6^FwgFl~-`LT?~RLn?ywhvswGk$JB99CoBXbbJmw(jS`7AzNXe z`xai!=ddFK7$ceU6eWdvudC9oa@j2}5 zbv8cmfp+49j4RFOC{M+MkO$E?%)5~ahmOyYm*CKRZhepW^|@f-0Ox5R1c&Bxlt*xg zyKlyac^5_b(0q>JLU3q4hn?;ZH~eZJ1c&Bxl&5h>EjWY2-2Ih4AnIuwfB3tT=))mR z&vS?%+VWaHaE79NXdDpiv*iu?B{&4fTXuxc&G)BY9~(hC-5*3B&S}nSRTP4 zVsX<3_?WY91HtiDd4$g$gwLfGoaF;^5M{g`zd=%m;L!0o>U1c#2#VMlNf zK6mKzc1R&<9whp3up>AKpF0Sj6MZ<8N9G6NbD|H2yre$}pA&sJ$UG4ogwKgS9P*O> z(C6*2BmJS{bJ!6aIzD&eGL9ZYgwJv5gxHaFSI6h@LHa|Vx5Lg}XS0_0utu1rx}!=xJIk@2RIBOJ_ruN=LmLfc`YB<+sgJsFln`^Hd~!7Y=XNj zA6Sc(55nh8!skvBpA&sJWVQEEur34#;d7!7hw|)m-ztyrInjqhmF;bBwE@PsY6HUO z_)?*6Q^My?!QIA(53#fML2wX0C;D(`W->oWd`|S?keA>feC{NC?j(Fp^x@Fu_Bmtq z5sA-XPSxjx&s~JiU4+kxJ{E)2(T9Vb#zFMqV5j@T zEn;!AzPOMk*B7D>hw}8eauYsxi?emh2hItV4-%gfeK>?=1c!*ljStg)+K28Bq7R2K zPw#iloo&h8Zmi?Vhv0bp9p&luis-|^&b~HTIB;g9eGnXk&)tO2@$pQB!vh{vJ_N^G zI0&D+37<M!sl+n=R_Y4M-&8yh{a7CV3E*mK=_>K!$A_C;1Jwx z`2fGEz9jKEPI+{j5h z7>VE@d`|S?keA>fd`|S?keA>fd`|S?aLh$`knp*i@VT4tInjrM56$O99}ac|2jO#~ z4~L^Ujl)CE+lf9L^6GI#^x=7_KAh7-_?+m&!OlLX&HOd*i6|c= zKKBql_vrW4;6vjuciy!RJB zFTp|h+(Vw96MZ-w?-Cq@&xt-9@)8{6`8m;tLtcV|oVOEwIH%c{sP-d#?jiBHhwwSk zhl3B&A0$2}`f&JEiso|<;d7!7hrFae2%i&uIOHY$LC)JfgwKgS9IlKJ9E8t3BtG{L zJ}3Hc@S*v`L-^c7_*`nnS@TG6w^?({9eVuDc1BC|;qYjJj4Q(D9&xq~A9(Fp@0C4- z&xt-9{My$r3y0ut%LmR-6b=%f6MZ;5Vj<&7aJTVc?q6viWL%Nw=N`i6QVY)VfibRp z5I!gRaCj_4aOmgfe)GIr`ye<-eC{E9F16qc4)aV-`XKsnPNENoG>t=Q!C5}ASJ6H+ z4x$eSA9`F#EjZ)DoPjDIh z@u0oV#)pYll@Ai16MZ<8NBTp=>?j*{c5J~kf`jlm(TBq)uk?CF^x~@mx<80M9Ile+eLK;I zgB`&^_}oYMoan=$Jc2`}!+d1F@v? zLHOL~%Ii z%=wkVM&fg#4~Nfvl6fw;+wwu;UmuCji9Q^B=zWRQf-^o$Y@l!uKKBtmC;D)>mS&&R zmJbsD5`8%2CF?HXb03M%edN5I=)=JWndgMhi9Q^z*V(b5-H=A+2YG((6ES-*uYK+Z z)9hm{m`3=6@VQUidAIVC_}oYMoan>h>LBS45wiz<5F8{v_YpoP`f#|OsOJaKhl8E& z526nTJB@?r!@*ADAo_5yvyUM&#?4*;ZDHdD9LlJ*ljy_Y)4T+S;BLzYIe+n!_?+m& z!G|7Ke)YZ@P8fke;UIiY^x<$_l;9BDZEzS(G3`UISAN3hL>~@*b$|HD`3up9!*y0W zH=~@$$vh|VxnJ`+Xi%R$5PdlKu#YvXFA1MZ zEjZH#=DjR6UI?H2NqkQ9;haPt4rydu5k4pSaJY(1)+-X9`vu2aZ9w94q7MfjWS$c~ z_Y*!R`f#`^Zm+XxXY)>tYG-oZPW0hWp5}9@1!wsnak5{;>{h#w^LC;S=kyEiHa=V= zPA2+r$V=uqiO~@z1P9@BsTpVboan1c%`GU|q<#B79Et;qb~2S+7LQZuua5PW0hWo_(wZ^Aa3{&jWEKBp}o zXanH`c4~egO|4f*Q#g=jp9{tZ9&QsK3J3BkK1Z6G=Xjk?CgR~`ut&F8QqI7G}I^g;SV$LA=Ij4OTK4m;8xn$Ph{Cc&Zk9CieU=5yE)9GcHz zXK#Bmx6J+uZSguUz>eV1e2&*h2@b*CmJh^v%7^B2lt*xAK8Kycfya4@dtgU!==dD3 zz7iaQyMY78dWw6Hm&|j`=ddI5LvXk8;lO&J+Df0d<5eCq&o!UJ&OU}LAHb%3=<{~u zCHjxh5UNWvkENIG>yX{ zINsDnYQ_cA^twy*;gFZ$5FBrnNBErR!{Ie`-5*3B4t9E6nfWWuRbWSO=<{|wO4aM6 zgYdb7@Hx?kb7_4zd=(kvPxU3?bBB)4Q69k|xZ8|Lb1z)^AbgHby6UzfeC{B8PW0g* zB|!Rv@Hx?kLtZ^Uh&~)-2=uz^Abd{r;gFY%E5heQ9}aoRxYF@C>Bx7pW_2k zy8Q&lqy8w*-bcYSf`jlm(T78M1c!cp4k-|VgYY>%V4-mkKF0?bh#kQpINrib_#A@u zq&)jrGkK+ETrf?~bD|H2yn3EPWLo)^nsGrNdVUanIQX#F*^FKD9Z!^Di%FzroaKY? zInjr6K}ge9XUhlXjP{}X17eQ0yg|Quy@CLs&Cd8R&&8Dw!sigMv*opXkoa6`!C5{K zLuela2jO!FOcB2thxty8@DpA&sJ zND|qxS#3)A+-Qnt`omxT#1-H zSe|{(SZRdMi9Vc*=))n6;1C=i^g-qa;d7!72Op$A1b16w4dV*F>}xUMbD|FixhjG~ z#Nw6@@SFBQ`a_?$!w17b`h)N}(T8*4fukM=gwKgS9P*O>AbgGoD#QoDp`V{a#!Jr+ z91g4UaL`K9bbpxh4LN^ta7NN}f8gMU*l8R%e9(3zJ}3HckSHTKNPLdKhxi~k2%np~ z6{-!$c{|aEa}j+wq>=t0d@eQPFb9yA;1Jx6ckUp+q2~-HwZ=it+c8kJoruLPA7qb& z3X;5JTnUc1u#xzj=)*yRj^H5ixl3@o<%94!(T8)n$ay=_hl3sI4|3k_B7E*5d`|S? z;DhuB;d7}OXW=D$PW0g*%|~z$K6ep5C;D(GkIZutpA&sJbUB$H`uRER$habW?jn3H zwcyNnHt(IF&1_so^x@!_^atT{sRd{GAp3C_;d7!7hhb0FE5heQ9}am*e~|dxB{<$1 zLxj(XJ{%+(Nq>;|9AC=RYXphUi9Q^B5F8{vC;D($4#>D7d`|S?keAF4!skRE4tdFX zMdEW8;d7!72Z>9KgXqJ-PWK1Vhl8E&54XPG4m*3>oAGS!l*>6o^x?3?>V1j1lO=i8 zEx6nAL1I6m4+kFv2jO!!;d3|PbD|FiS|B(GpG(a+GmqTl`8m;tgB`&kI6hdO9#?L{ z=WfF1L>~_HM*4&BxtpA~y9u8YeK`2g`$VZ3XJI3J?k0Rr^x;6s1P9@BH#u)7`fw(y+)eo0P0rh;7Mz(!=ANpWtAx*qJ{;;oaEMsk@EjUv@6I;pp5q&t6 zXCG_GgEWmp>%+kZ_JrC8!9n<(=))l-(fuJcuoJInjqh zUcK((O?9=d5q&u1CG&$kKPUQd$V>V|aJ+?s@Hx?k!%+djLE>|w4~M)22jO#~4~M)2 zhq(J@ja`(d#xCJ=+;GxuPtMz=7M$?`{RHBJ%n!onc~@mdc7k0aIn)jq-I>uhn^oq9}eZ|^~y`m+ofil<%7iML>~^vb$Wi7aWD5_7^}84 zGj@&M4Sd{KAe~EInjs1;|0=x;gF{LgXqJ-PVY;IJ{&$*L~xM!+(-DF=)<8rfxpye{G(;Z`kMrzv+RP90O;)spZGQMf%x<+6 z;d7!72Osvfw|ro&(>@3e^8B3W!@&m`S0p}{nsF8m!skRE4v#tYy6YqHxzvmc`XK#5 z_?+m&;Zdr+kF4?p#|P8&dW9Dl^f(~#InjrMU(z2WKF3FMh!4^qgwK71&wb?iInjs1 z=f+5X5I*-2K9`ztR{Ie?C;D)BWNn|*W;~nwG$_M9X9%AYeK?dya0u?Ud;o{`LB6^YM@J{DAK`N!iO-2X9FB(VeS~&H8krx2&xt-9 z^4iz1V0i=w;d7!7hw}9NAo_5);-GO5eK^?Z{vi5ru+un*J{;`yxblDeK`0aI7G~D`5=5w^x<57!skRE4tAtJ$a%Y;@Hx?kLwOnp(TBrTKiwZh z9}ae!KZrgY>@*Ik1!u;t8?i3h(KdF8J{-y;ILPyJsRd{Gz?@b-2%iTCpPToxXB*Q)@D&jW}jeK=Qu@VV5CLtSB~*DLevMByOk?E%8)QZvr- zA-LP%Fz3L^2jTMo;d7}O7xY1J5IqH=4~J{2WL%N>Tx!7?945wAI0&B;eK=f&CF4qP zx8(z|f%ZYh6}b;b^x^P1W-`wSpA&sJ$b2d4TXa(TBqoVS~_2k^Ug@c|dTyHU0>n2grH5)Qq$8ikLl^W?y5?I57K8H4aF8E;ZwV<&pjn zvAE>}e5rkq`9b(RK=_>K!$Ic6j?Jnc;qw6D^8n%V0O50@4+p;l2jTMo;d7!7him2p z2RUyK5IzqOJ`WH+XZmmf&F8q@uJ(yYQ}Y99YTu4Dg#&47o+C}o52UGag*5wGjJhFB ztyf4>{edg_1cyFvhaJHoxZ8|pqd6+ZGx8D~`n(->_BvbTVchHT2oBBXc(uS@XOxFD z_3RUAq(3yD!;aw4=k1mcv426D9h=ohn$Pj-gMAEHb;g>b+CXr;Ri5T^lt;#uh{cT$ zqrIbjka4BsbNC?rq4^xIaM-a~b=L7Y>_~s;_#AemKXiN!JAy;U=ddF8G=LeIqV1yeclc`f3hmOx-r*W9~_q7kwADYkcni9dG<8#=N{?L35JAy;= zIqb-|(&z24BRDjl<25RRL!Y<9j^NOI4m*NF^EvDY4*mQbb{dC+@VV5CGwT)6heMji zLG~@z1P9@B2jO$61!v}md7oX5U7`<%*WU;Z!sian=XkYB?RQZg z!9n<(=)-}x>}_vwnD+-24#MXS!skRE4nFieH}5@Z9|VVZrf!WP!STT~f&=4O`5=5w z^x^P0Meh@(7My7-bI)A+AUFu06MZhl}wGp+)+|K2%i&uIFv_l5I%eK@?rYj1nYhkl<4cBDTDpA&sJCyCFAJ{sl9}YgqxDwoL@S6Pr{M*Mk;d3Y9bD|H2S2D@CB7BYyuPe?Y`fw z2%qEQcEkt4LHHaWCewLId`|S?Ahki}2jO#~4~M*DToFDe`f$ig_=E5{(T794s{4cJ z!@*9^526nTJBw@xk)+{D6QW$*boFg!pWBW_>mqp(xk3 zJ`;U7$jOlYAbbu{F`Eyo&V<4|3j4^x@!x z^atT{q7R4jAu>P6c{{`ebeoEp-NHfQbG$H4@{;*M_?+m&q0VGn5k4pSaF7)uI0Sc_ zF=^Hz;IWTM!smElO=BZ`PW0hW7lMQEIbNXAKJ@)|$Rm;YLHL~L!y&JI3|Vb}vk}z> zgwJuITGx;8IW7qkJJKKIyd4)oNnSFp2%i&uI5*LULmI(B_?+m&L2`=VAbd{r;gHup zhD_Vzuvxb~iO|+go zNBuMoJUGxk2%qD?*kf@wwE3Gd_r( zksCp$4X@RHgwKgS9P(-$_yD!;Bf{rI9}d!Jnm@3)u+`7tAeuzTOK=cAC;D*6t8tih zNR2hZ=R_Y4a&80%iO+6d`|S?(B%XN;d3|Pb2o|4i9Q^B*yoJZ287SugwLgBoRydGInjs1&?V!F@VT4B z=WfF1IAqjwki_S1!sk*m&cZ>?+lfA$+fDe~O`e}i&A6ZsJ2(EH;_jzamgG3Y`2NEE z4ztmEbo$@v1|g6<5_n}JZ4AZ>Ek+=aH838G@u&Bb)xu0={J=}^?#&ZXS<#VMZ$(zt zQ|~s!0X+vFu4z86SKz~CH^x2i9`$(DQXJBM#K(I}2|00rpduY{Y^3d}qcTzw@Tu zM;}=81s^U6Kpb1me)O?v_v!&vzEw(Z^);)CcAV>hnA5^PL5E^if?=u1+;9_;ATN<~g39-#3jv#sQw6 zgAaGRL(hYr%{c=-2OqBEVO*g;2Oln9T(7X+4nADSTa2qsyVq|Ic2U0PYuNGoLC^d0 z;rv}T?LPXbHeKoc8Lz57=6xdgaNUL>4(RzE>+Rsfbv)z)dVYtVgAdp75C`=9j{1D< ze;IQX^*Q)(-HIX(tha*?moLT@^c;M+8~AXw%{ah^%WjS<@ZqwXc>(cZ^>@0*XDx5j}s#Ib4j(MRKX^Z`8wAFh%FactVX z`T%b!U&OK1?44J3h-1_4qmQl!BM#{KW2@PZJ~oYix1Gn(>I2N0_J<*kt!9584{>bT zee}^acEkZaf1o}GAFgt6#sQ8Sg&%uXl z`33U>dJaBZzQ_mk9DKNZ=llR4?glZHA1=F@5Afl#n{j{-m)#s!;KQ|4HRlKT zaM>Xa=sEas`Of+A2|fRWo`Vn9@sN*Aj}JqI5yU*rSttL@CV zBM#{K+B3V~1A`CO-dc<+)aSj?j^oXF4nACcARn8?A8|m>dy8oHyVdM(U&OI#{M!z3 zK+oIBh<*{rrtwD~(DQaV%;Q1Nd-4Z6j4SB*C-fYAxR#3%2kLY1;aXNk99VA$A1+_S z0X+vFE??vW>+PS=^PL%Y+K=sEas`C?q5J_jGJM-CWQ&~xzN^2NALF_;C52 zV|yQO>c?~2BlosLKA`8|!}U07j;o$Vk85mCMA0_K75H%VfjFS&tqRUQwwnEj7kXZm z4PV3oJqI7IM{>vq>hmX_pMwu~10Sw7%n#`K6MDY0;Eu6Yjo9yV9&4!2!H4TyFh8)~ z{)C=`57(ng=itNTd%ni5-)}L$$M1*rcJSfa1~7FHe7Nl9 zJO>{xyO|I0;j)|8-JKb?<_Gw2wasz$f}X#i=Q}g*=mYgR_;5Gy;c7!1sLyv6+>tk| z<$@2_7K}O1cV^rX2lO0#xQ;ikyD!w|J2URx$DAMF!?i`^e9kN0b#KuzPP+Aio-dZq zUbBM_S09K2dj5i*gAdp7Fs@Lazo6$kGw%4Upy%MjwRHw@K+j*O&tK5<7xWx_xVGn< zb99_D^c;M+d@;|V=itNTd%lLf`^C6|o`Vl}10Sw7T(3}{gAbQ4@&P>uA1+_S0X+vF z?)HM7zo6$Ythc|Q=itND2d-Dp^B3y#7xesv=jY(V^|?>v1NHd}dJaBZ$3q;b&%uYw z7xNr?4nAC4&=3do`~^J+AFksej!ol_`2jr#AFl0iL(gj)^SrhZM{VP}TiclDwT<~v z+lZsKG0$ro^P{$rkGAk3j;ZI_A&#l%*`3e%5pZDbm+$xbxgKSQIHsOwhd8!c{OF@= z*yv;GdD{~a$JF!eW*loT;_L%)%=*0JA&#vUUvaE`Rilqh<7(=8TRt&AW__L==Evm8WOt73_+6%+XNUPQ^*lSoG3)cTsUnW4=h-2S zspr`tj=A2R9paevd3K0nuD2iWUnk;S5wck!?>FDd3G3A zQ_t_6fhs$op0X|%IGY;_KvOE9wO9LKV zulDOR_;C5oe0)I9!G~+h`*{o<{r20Be&_!7eCN3OfSyl2Tq_T0!0ZEYY#P7j0{C#X z%{bPxqS41(Z_gKT%=$dLbB^BUaz5wv`>l2F(eI}5hcEQ}1A6`eJ^z^N?Y*jiIA(pG z9pZqVf6V&4*BmfEpywaZ^PL%Y{07i-@Zsur&hroG`3Lm;1A6`eJqI7IS2!@wq30ja zbMWCh9^!zWgAbSQd8{43AM_l2xL!L!9ME&{;qt|}f}Vp9m+!ppen8K`hr5FhR~zDh zo`-PS*R=9Q9ME&{;qpZs(DM)IIrwnB@`E^_=Q}g*$T{@<19}cVT>T;r=y{j1`TNcF z_FhRs9ME&{;qpa3py%Mj<%>9==itNj%GA7X2OloGv!<-y9(=gkW*p$dWjC+8;KOA% z=lKPC4nEu+e7M>W2lV{1Y4@RJjnm>j)$HKI)yK@oW$uT&U$$C&^|98oM<1xq!H4U3 zbDmE=TzxdpXCKH1>hsHde%|YJ=P^_q-4f249elWakq_wk&VoDosO}kYK+o6v`+H5d zGvhi=ulvn;eu19%;`Tfq>T~en>I3rwdVYbPgAdp7Fh8K@;KRlIK^)NY#ReL`AL?`P z;pzk93ibH~dVYbPgAdp1mxu#;enEW>K3vC}_a)%NWruMEJqI7|enEW>K3sN~AJFsl zjk%E{==lZp`2~7@fu8qL=IjIY`2~6oKHMFAxY`g0^!$SQ`~p1(AFfw!5eM`fe7Jm( z57g)2!{v){h58(PxP0e42Oq9ihtJpIbzK7=uC^Hm_;A_He1H#^-FYso>+?rz*ZcJu ze7HOKaJ3;0thZk`?LPXQdz3mJ;@C9)_^q(szO&#~AM1W&#D@ADe7O7iR^vWbcNW~y zN7u>O2jW0|-bW|V$2mtwyjv~4`dv96{caln_C*}f^DFcme7JirX3cYko`VmUFXjjI z9DKN5k4GHP^DFA}EA$+ExcWdoP@jVjcLyJ?Hp~y``4xJ8g`R^CS0Bg+^c;M+e31|6 zIrwm42#^ox`4xKJNB`y+f}UTo-VQ!o=Ylw}-VQ$8z0FbcT%hND;170)1A4wQ}DK&oCy8S>lOHL2P5z2T6XA1*P&fM`rygz z19}cVTz$;>vA*ZJ_q*bq{UQ$3=itNL1Jevb+AJ| zpy%Mj^$D5tIj`TPhk^5VL46*qX`T!8d}qcT`GB4Wt-w2~8Oq&B{8`j&whYN{?II!LhK3u+tW7GI` z9qQo|&JS^5y}gGC(|4=IyN(ARo7eH38F!ou^t=U6^nrY!K5y|0zQ_mkyakTwi|6MR z%CN(@f}Vp9*Va7b19}cVTo^Ru1A5+#(>!PB`TDNg7|+mi@ZmZa#Ib4ok#p#I6La

        8-VQ!oheI6meYNb659s-Q)9y95uI0QKPtVZ6hpP|d z19}cVT!_5$TsZpe+3e^SdJaBZ$HTb7dix#q`5k%=K3siZo-=jw z$M$ZU`2Zg--x&w^aM{g#fDf1599Q7Og@HsI&~xzN@}2YJ0X+vFF5mNSe~g3jwvU6_ z$2Il=J%6A+2Oq9W81ex-GTG zE9m(H>+Rsfbv(oYJ%4Pq_&Vps1sih#dJaC^9elXjkPqlN_;C3m4%Fx1!{vLv79Vp9 zdJaBZw_(V~rt!z|pyv1K zhI~NJ!H3It)=}WYWjE)?C-fYAxXKEQE7a%U!{s~guRfvY;KSvMafSLEe7MS@3y+V8`_hwC#Ehy!}wg55k9==l@%Irwn(t2i*Opy%MjwX}&i zpy%Mj<%@hk&!1Rte?rf}hijP?;|lBTPv|-La2*f%fS&IxxMOT!&n)TxsL#QN%NO}TeGWccz8F`i&nuATc;0I9eyb2=bA1wgxIUkPe4suDA1+_abJXWg z=sEasEz9G21w98JE?>j}J%2*acV^t7Jv109fS!X7moM@GJqI5yU(65a z`3vT~endW3t{iWSFtA9lon`W$??j)&_m^c;M+e4!uEbMWEvo%dJWag6&C@ZtKT z8S;Vp9DKNZkq_wk3+wGK=sEasJ+>Ng)HdcvZ6l7_Mm}mA^SrhZM{Oe?wT*dR+n67< zjePXT|9sBJSZnNVV=X(xG4(t<#4+_eJH#>dJUhfO>+`lLARqJjd3K0n>UnmEW9oT! zh+{rK&kk`+J@3UnmEW7g-{A&#l%*&&Xp=h-2SspoCGK^#-hvqKzH&$B}u zQ_r(Q9P{~kc8Fuv=WP{29CN)rJH#>dJUhfO^*lSoG4(t<#4+phwl^V;spr`tj;ZI_ zA&yy}XNNeZo@a+Rrk=MY3vtZ)JUhfO^*lSoG4(t<#4+_eJH#>9+uKGq;{YEnyBP=g zaM{f`z=z9j#<4Tw(&Fr99N@#X^$l@s8h;!QdcHH`-gbxsdJaBZ=Q8h0J~r)c-`lbO zV87p3b@%pcwokmC?^TZTgP!lqxVIhRfS!Lq&%uZ5T#ygwc`u;PIH2d?!?ite-Y0?& zm)*Qi{D7W=50@|EfS!X7*H%g719}cVT)xN$^c;M+d@-(|=itM&l@s}Zo`VmUFY*CB z2Oln9%yZ~D_;C5o`}Pm$IrwmGQ^oZPdJaBZz8F`~bMWEv#khi=gAdndmNBlN=O55> z@ZmZh;((rm50@|EfS!X7*LGmU0X^@N4)YoTJ^z57gAZ4~m>fX8TYnB9H`I1hihy6%*WchF!F)= z`~p1(AFi$T$OrTse7Jluu27#}pyxX??)a@xpMwuqzf(WJhkJkzR~zzy`W$??eCIsB zpgsp5E?T7 zpy%Mj<%>9==itNjItk){o`VmUFRoY6^9%GGe7KH>IH2d?!#yt0bMWD^!#szcgAbSQ z`5Jc2^G&;#&a6Ec@2wYXx)1}!_9Y&EAZj6n{iyR-oCToj()3C_SnFO>-8wa0X@HBy?tlK)nCV( z^ZbhS_ABc1EA)J4#vOe?&%uZ5HLrQyy+Y4-X570E#Ib4o+iu?PUZLk#)aO^|`4xJ8 z#d`Y{dJaBZueBi#)aO^|IrwlL5Ay@-?cl>bz=x}CUa!E1%MNis&%uYwcV2hFhkJkz zR~zOB^c;M+d@;|V=itNTi*W@#2OqB25$Am(_;A@_en8K`hsziFfS!X7moM@GJ-=eT z9elW6wL~1K&%uYw7jZz(!H3HiaX`<(hkJkzR~zDho`VmUFXDingAbQ4;((rm5BIo2 z&%uYw4)Yv(4nADI&_S%XgAbSQyk3D1_W&QRwwVv`;j)|a9DKO!W*j%@Irwn-A`aB& z;KTLmFyerogAbSQ99KItZt36+dVYhRgAdnh%=3D6!+QG-dJaBZ$3s4_-VQ!ozVo_! zgPwyA*Q?iv19}cVT)uOD+)$t2py%Mjbv(p@_4XU|{02P-AMSBOeGWcccE|_x9DKNZ z5eM}AhWZ?QxL$jodJaBZcE|_x{02Q=T)+MK5%_TRF|WHf)aN(oIrwl7@ZoAh9C&^X zK3u+t1JBRFhszh&E9m(R^*Q)(VF(Zh>T~en@T~en@}1YKKAJPn z8G7EwTwsTMpg!;89PmXPsL%WG1AGw&>hoay(-(Rkh#q#x2lPC^H+<(j2Olm(3gUpC zgAexz20Z(Po(H{!9r6J^2Oq9}kq_v35Xspu*4qOa!VdX>o(HRgFY*CB4>Sf}T~enLJc7wsL#QN%NO}TeGWcc=py6;dcHH`mag`)%#0U$4nADI$OrVi zP5Gmb7RXO+>p|}`jq05G%iq3!IsVa3POP`LvH9eiX?8P?Hr&E)j;l6;!fxiH4T`Xv z|^gARNV2kP^k8F&1C(DR-r%s!y!;KPN)LLAU@@Zs`B9MJO~ zT;cqX59m4gaF3k@cZ|udlgCi}`Iv;Bw{Sbp1?%nL!__b1*lO{0F6*7baW2qv@Zmy_ zAs?vE!H3Hi`GB5RY|P&PdfrX&w1b|54;L;CaX`<(hszgnK+kt(+%Z3(=itLVz=x|1 z^Bj5(K3u*SSE$dyhsziFKz$BAT!))F_<){+50@{lyU_Co>hlNmd}qcT`M`QR_;CFM zhy!~5Kz$BAT*pH`P@jVjmoM^x`W$??P=AO6_4xyO4nADRLmbfaodtJXhZ-B>I)wTh ze7J_%j01eQ?B+ZNA1=EY2l#N=O+5!6F1x88pV0G9==si!TjLabxZ39Y03R;9dA<6C zp6|@KcfW`OdJaBZ(|lg9z=z8YabUe2e7Jm(59m4ga9whyet-{`9pb=xJNR(T~en^2K!*^*Q)(5Afk? zLma5j!H3HiaiBg2A1>b+2l#N^a?NoCK3sM)4)Ec!o7Y|N;j)|KYG=W%>(zRXYQJ8A z57%uX;y`^4K3u+Yeyp{O{aGORaQPw*tha*?7v^}*5Afl#o7deZ>T~en@U&~xzN@lf^>*;#T4tE~0X|%Ib6kNB zm)(p5e7Nl9eF^w*+0A(lK3q#9hy!{KK3u+Yo`VmU-JBmg3+|X7-FNQu1AMrSH|O~a zdj7(C`)kwg)$iKxJ^Dp`4nExD1w98JE<5A{&(Fb!YguZ}j~DbDe7JluuAt}O!{s~Y z2l#N=As^857wYrZrrk$Ay1tBjpgsp5uH`z+57g)2!{v)Opy%MjwIqmn4m}4SE?>+K z=sEas`C?o_&%uZ5GZz?Fn|7~!to@E7AJB8~;pzkV!1MFhrrk%s>B8t2dJaBZpXNY5 zpy%Mj<%@h^y&ZhGe31|6`Ob_h&X$Xj59m4gaQR}ML(jp7%lCZF>$hKfSjKOU`W$?? zK6ipRpyw~t=itM2JmdrQIrwlZgi|fq^VVOky~IC{ZMCg$SZ-~hW6tBg=dFFN_k3+y zFPmPf_s_n4La;h?YwMBl`8VxltM&nGcGupjY|ZH8TiaR_+}bMlce{4IHs8*6?Rrhm z_qMhF`P9}1|8<|ZwS_s^Vr$d&s-4evy`|K=+}qao+V-|*^XS~xZiYRM!q_!=ZN~hl z20Qz9_t(Clb6Z!OaelRpeqTMp*v7#c>9oP8;CaFmAGvjv=MCl&V49!aVF0Fwrg`A2if%k$Y$4* zqH%uxeA_jmXTM<*&i7KQZM`#f>bDI9tG3_TF6*87t*zVV*|y%*-|g0Z<#XHZGV;;G z{k6~Nf9-zy@lSvG>-Rr?{qn0{ef!71{P*|Y6z4C${lgDG{Pay{_st)^{l~xk`G;@H zf8%cb@4J8f)$f1*oBQW)dxCKJ{9W_3SA(Aa@Le#--~IOa+v{&0-~Iakw)nSie*NpO zU;g8#KmGXAfBpFVpTBQY&P8_AUVvy?n`#xd;5Lgyq(ERh{#IR zvXewM5e?yByE}$ci^li)@U;Q&%5hi=@kC{sqZDOmfpR`?bHONJ6fg=H1&jhlfqqZ` zb2hi3sI=y66fg=H1-2C6@xjKyHtyNFv|{MMNh|?iBe*OYK4TpqVr3-dzoorC|-?C{Q|sdK9r!pCO2 zj;$=Hc++?!Mi>WN9Lm#eoJ&od1`a-I<)h;Nv19zmlhXpfFIUNJU~T88;To7`TrpsA zpfT^8q+lK3bN!lMop0x>;#`~f{r!{FIWV`1H;liAo6?MX1ZviRohv7WogYT+P!>EK zsscY(P9Ar1bO+y{xn4t~ue-^i@;n^<=vE}pj@kkohQS^dsso`mQlf6zbS9zLse_stkpy9d{sWvmrtE|E60n#+$x7K{u*xi zBPfRIa`67us0hn_aua=mw@=4?>AJuj;H%=cHl97+*u)*^->9xI{u*veOe6b!xU1-a zB9JeFgM-ifjmH+Qu@V^ah@!tgkZNaaGUeBSXGord( zyqAThc{}=QrIT2d>#w7KsyEJv`8@Qq)%UfVc#U`T8}lCV@m>~{o<-I3I6DvSWif{o zaHZVDfAGP>ZgQwPym@+U{fg9~V=Ss3z2wn!8GO&W#ApdRY(LlhZRe}{Xl3xG83l|2Mu9$7U{GSSdH?@n@c;jP%)mf13K#`?RltfQXOanI@%Gkz z`FNRW<4EJ+#(s5aMF>t}B?>FHwmGgp#Dxa>wn&tP!;L__5VNPemIT* literal 0 HcmV?d00001 diff --git a/exercises/.ipynb_checkpoints/match_tarots-checkpoint.ipynb b/exercises/.ipynb_checkpoints/match_tarots-checkpoint.ipynb new file mode 100644 index 0000000..0abf2d4 --- /dev/null +++ b/exercises/.ipynb_checkpoints/match_tarots-checkpoint.ipynb @@ -0,0 +1,168 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "373ed1db", + "metadata": {}, + "source": [ + "Exercise: given 2 decks of tarod cards, `deck1` and `deck2`, find all the matching pairs. The output should be a set of tuples `(idx1, idx2)` for every matching pair in `deck1`, `deck2`.\n", + "\n", + "For examples:\n", + "```\n", + "deck1 = ['C', 'B', 'A']\n", + "deck2 = ['A', 'C', 'B']\n", + "```\n", + "\n", + "should return (in no particular order):\n", + "\n", + "```\n", + "{(0, 1), (1, 2), (2, 0)}\n", + "```\n", + "\n", + "Compute the Big-O complexity of your algorithm.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "cf05b9c4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Deck 1: ['The Fool', 'Death', 'The Lovers', 'Judgement', 'Temperance', 'The Sun', 'The Hermit', 'The Chariot', 'The Tower', 'Wheel of Fortune', 'The Devil', 'The Emperor', 'The Empress', 'The World', 'The Hierophant', 'The High Priestess', 'The Star', 'The Hanged Man', 'Strength', 'Justice', 'The Moon', 'The Magician']\n", + "Deck 2: ['The Hermit', 'The Sun', 'The Tower', 'The Empress', 'The Star', 'The Emperor', 'The Magician', 'The Chariot', 'The Devil', 'The Moon', 'Judgement', 'Death', 'The Fool', 'Strength', 'Temperance', 'The Hierophant', 'The Lovers', 'Justice', 'Wheel of Fortune', 'The High Priestess', 'The Hanged Man', 'The World']\n" + ] + } + ], + "source": [ + "import random\n", + "\n", + "# List of tarot card names (Major Arcana)\n", + "tarot_cards = [\n", + " \"The Fool\", \"The Magician\", \"The High Priestess\", \"The Empress\", \"The Emperor\",\n", + " \"The Hierophant\", \"The Lovers\", \"The Chariot\", \"Strength\", \"The Hermit\",\n", + " \"Wheel of Fortune\", \"Justice\", \"The Hanged Man\", \"Death\", \"Temperance\",\n", + " \"The Devil\", \"The Tower\", \"The Star\", \"The Moon\", \"The Sun\", \"Judgement\",\n", + " \"The World\"\n", + "]\n", + "\n", + "# Copy the list to create two separate decks\n", + "deck1 = tarot_cards.copy()\n", + "deck2 = tarot_cards.copy()\n", + "\n", + "# Shuffle both decks\n", + "random.shuffle(deck1)\n", + "random.shuffle(deck2)\n", + "\n", + "# Print the shuffled decks\n", + "print(\"Deck 1:\", deck1)\n", + "print(\"Deck 2:\", deck2)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "7685740c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[0, 12],\n", + " [1, 11],\n", + " [2, 16],\n", + " [3, 10],\n", + " [4, 14],\n", + " [5, 1],\n", + " [6, 0],\n", + " [7, 7],\n", + " [8, 2],\n", + " [9, 18],\n", + " [10, 8],\n", + " [11, 5],\n", + " [12, 3],\n", + " [13, 21],\n", + " [14, 15],\n", + " [15, 19],\n", + " [16, 4],\n", + " [17, 20],\n", + " [18, 13],\n", + " [19, 17],\n", + " [20, 9],\n", + " [21, 6]]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "card_to_matches = {}\n", + "for card in deck1: # O(N)\n", + " card_to_matches[card] = [None, None] # O(1)\n", + "\n", + "for idx1, card in enumerate(deck1): # O(N)\n", + " card_to_matches[card][0] = idx1 # O(1)\n", + " \n", + "for idx2, card in enumerate(deck2): # O(N)\n", + " card_to_matches[card][1] = idx2 # O(1)\n", + " \n", + "list(card_to_matches.values()) # O(N)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "2b33252c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'The World'" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "card" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "509dda71", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/.ipynb_checkpoints/slow_when_slicing_wrongly-checkpoint.ipynb b/exercises/.ipynb_checkpoints/slow_when_slicing_wrongly-checkpoint.ipynb new file mode 100644 index 0000000..50fde42 --- /dev/null +++ b/exercises/.ipynb_checkpoints/slow_when_slicing_wrongly-checkpoint.ipynb @@ -0,0 +1,152 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "af52b0cd", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "198afa0e", + "metadata": {}, + "outputs": [], + "source": [ + "def get_slice_and_perform_something(x, axis):\n", + " idx = 75\n", + " if axis == 0:\n", + " slice_ = x[idx, :]\n", + " else:\n", + " slice_ = x[:, idx]\n", + " # Here I divide by two but any other operation will do, \n", + " # we just want to simulate the fact that we actually need to read the memory\n", + " return slice_ // 2" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "15900a3c", + "metadata": {}, + "outputs": [], + "source": [ + "page_size = 4096\n", + "n = 100\n", + "x = np.empty((page_size * n, page_size * n), dtype='int8')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "c182d3d3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(409600, 409600)" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "86a3e63f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "28.2 µs ± 1.22 µs per loop (mean ± std. dev. of 7 runs, 10,000 loops each)\n" + ] + } + ], + "source": [ + "%timeit get_slice_and_perform_something(x, axis=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "8b2a96c2", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The slowest run took 5.29 times longer than the fastest. This could mean that an intermediate result is being cached.\n", + "886 ms ± 337 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" + ] + } + ], + "source": [ + "%timeit get_slice_and_perform_something(x, axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "a8f67b13", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "32218.18181818182" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "886000 / 27.5" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "17a65d38", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/.ipynb_checkpoints/view_or_copy-checkpoint.ipynb b/exercises/.ipynb_checkpoints/view_or_copy-checkpoint.ipynb new file mode 100644 index 0000000..9c8cbd0 --- /dev/null +++ b/exercises/.ipynb_checkpoints/view_or_copy-checkpoint.ipynb @@ -0,0 +1,462 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 107, + "id": "4ccf18f3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 0 1 2 3]\n", + " [ 4 5 6 7]\n", + " [ 8 9 10 11]]\n", + "\n", + "Is it a view? False\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(3, 4)\n", + "strides\t(32, 8)\n", + " \n" + ] + } + ], + "source": [ + "import numpy as np\n", + "\n", + "\n", + "def is_view(a):\n", + " return a.base is not None\n", + "\n", + "\n", + "def print_info(a):\n", + " txt = f\"\"\"\n", + "Is it a view? {is_view(a)}\n", + "\n", + "dtype\\t{a.dtype}\n", + "ndim\\t{a.ndim}\n", + "shape\\t{a.shape}\n", + "strides\\t{a.strides}\n", + " \"\"\"\n", + " print(a)\n", + " print(txt)\n", + "\n", + "\n", + "x = np.arange(12).reshape(3, 4).copy()\n", + "print_info(x)" + ] + }, + { + "cell_type": "code", + "execution_count": 108, + "id": "b68308e8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 0 1 2 3]\n", + " [ 8 9 10 11]]\n", + "\n", + "Is it a view? True\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(2, 4)\n", + "strides\t(64, 8)\n", + " \n" + ] + } + ], + "source": [ + "y = x[::2, :]\n", + "print_info(y)" + ] + }, + { + "cell_type": "code", + "execution_count": 109, + "id": "85feedb0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[4 5 6 7]\n", + "\n", + "Is it a view? True\n", + "\n", + "dtype\tint64\n", + "ndim\t1\n", + "shape\t(4,)\n", + "strides\t(8,)\n", + " \n" + ] + } + ], + "source": [ + "y = x[1, :]\n", + "print_info(y)" + ] + }, + { + "cell_type": "code", + "execution_count": 110, + "id": "dbbb9a7f", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[4 5 6 7]\n", + "\n", + "Is it a view? True\n", + "\n", + "dtype\tint64\n", + "ndim\t1\n", + "shape\t(4,)\n", + "strides\t(8,)\n", + " \n" + ] + } + ], + "source": [ + "y = x[1]\n", + "print_info(y)" + ] + }, + { + "cell_type": "code", + "execution_count": 111, + "id": "fc63ad8c", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[ 4 11]\n", + "\n", + "Is it a view? False\n", + "\n", + "dtype\tint64\n", + "ndim\t1\n", + "shape\t(2,)\n", + "strides\t(8,)\n", + " \n" + ] + } + ], + "source": [ + "y = x[[1, 2], [0, 3]]\n", + "print_info(y)" + ] + }, + { + "cell_type": "code", + "execution_count": 112, + "id": "aa8effeb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 0 1 2 3]\n", + " [ 8 9 10 11]]\n", + "\n", + "Is it a view? False\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(2, 4)\n", + "strides\t(32, 8)\n", + " \n" + ] + } + ], + "source": [ + "# Get the first and third row\n", + "y = x[[0, 2], :]\n", + "print_info(y)" + ] + }, + { + "cell_type": "code", + "execution_count": 113, + "id": "4474f8cf", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 2 3 4 5]\n", + " [ 6 7 8 9]\n", + " [10 11 12 13]]\n", + "\n", + "Is it a view? False\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(3, 4)\n", + "strides\t(32, 8)\n", + " \n" + ] + } + ], + "source": [ + "y = x + 2\n", + "print_info(y)" + ] + }, + { + "cell_type": "code", + "execution_count": 114, + "id": "4957469c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[5 9 2]\n", + "\n", + "Is it a view? False\n", + "\n", + "dtype\tint64\n", + "ndim\t1\n", + "shape\t(3,)\n", + "strides\t(8,)\n", + " \n" + ] + } + ], + "source": [ + "y = x[[1, 2, 0], [1, 1, 2]]\n", + "print_info(y)" + ] + }, + { + "cell_type": "code", + "execution_count": 115, + "id": "d1649515", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 0 1]\n", + " [ 2 3]\n", + " [ 4 5]\n", + " [ 6 7]\n", + " [ 8 9]\n", + " [10 11]]\n", + "\n", + "Is it a view? True\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(6, 2)\n", + "strides\t(16, 8)\n", + " \n" + ] + } + ], + "source": [ + "y = x.reshape((6, 2))\n", + "print_info(y)" + ] + }, + { + "cell_type": "code", + "execution_count": 116, + "id": "c5caeb74", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 0 4]\n", + " [ 8 1]\n", + " [ 5 9]\n", + " [ 2 6]\n", + " [10 3]\n", + " [ 7 11]]\n", + "\n", + "Is it a view? True\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(6, 2)\n", + "strides\t(16, 8)\n", + " \n" + ] + } + ], + "source": [ + "y = x.T.reshape((6, 2))\n", + "print_info(y)" + ] + }, + { + "cell_type": "code", + "execution_count": 117, + "id": "15b0d7ad", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[ 0 1 2 3 4 5 6 7 8 9 10 11]\n", + "\n", + "Is it a view? True\n", + "\n", + "dtype\tint64\n", + "ndim\t1\n", + "shape\t(12,)\n", + "strides\t(8,)\n", + " \n" + ] + } + ], + "source": [ + "y = x.ravel()\n", + "print_info(y)" + ] + }, + { + "cell_type": "code", + "execution_count": 118, + "id": "38cc1ef3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[ 0 4 8 1 5 9 2 6 10 3 7 11]\n", + "\n", + "Is it a view? False\n", + "\n", + "dtype\tint64\n", + "ndim\t1\n", + "shape\t(12,)\n", + "strides\t(8,)\n", + " \n" + ] + } + ], + "source": [ + "y = x.T.ravel()\n", + "print_info(y)" + ] + }, + { + "cell_type": "code", + "execution_count": 119, + "id": "b7d0cc63", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[ 0 2 4 6 8 10]\n", + "\n", + "Is it a view? False\n", + "\n", + "dtype\tint64\n", + "ndim\t1\n", + "shape\t(6,)\n", + "strides\t(8,)\n", + " \n" + ] + } + ], + "source": [ + "y = x[(x % 2) == 0]\n", + "print_info(y)" + ] + }, + { + "cell_type": "code", + "execution_count": 120, + "id": "866e842a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 0 1 2 3]\n", + " [ 4 5 6 7]\n", + " [ 8 9 10 11]]\n", + "\n", + "Is it a view? False\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(3, 4)\n", + "strides\t(32, 8)\n", + " \n" + ] + } + ], + "source": [ + "y = np.sort(x, axis=1)\n", + "print_info(y)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a074c89b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "320cfb50", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/anagrams/.ipynb_checkpoints/anagrams-checkpoint.ipynb b/exercises/anagrams/.ipynb_checkpoints/anagrams-checkpoint.ipynb new file mode 100644 index 0000000..2e6968d --- /dev/null +++ b/exercises/anagrams/.ipynb_checkpoints/anagrams-checkpoint.ipynb @@ -0,0 +1,210 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "245d99ab", + "metadata": {}, + "source": [ + "# Exercise: Find the anagrams for all words in a list" + ] + }, + { + "cell_type": "markdown", + "id": "d1e46c4a", + "metadata": {}, + "source": [ + "* You are given an English dictionary containing M words (“the dictionary”), and a separate list of N words (“the input”, saved in the file `words_to_search.txt`)\n", + "* For each word in the input, find all the anagrams in the dictionary (e.g., for input 'acme' the anagrams are `['acme', 'came', 'mace']`)\n", + "\n", + "How to proceed?\n", + "1. Write an algorithm to find all anagrams for one input word first\n", + "2. What is the Big-O class of this algorithm when executed the full N-words input?\n", + "3. Is there a way to pre-process the dictionary to improve the Big-O performance?" + ] + }, + { + "cell_type": "markdown", + "id": "b9b9cecd", + "metadata": {}, + "source": [ + "# 1. Load the system dictionary and the input words" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "24070a26", + "metadata": {}, + "outputs": [], + "source": [ + "# Load the system dictionary\n", + "with open('/usr/share/dict/words', 'r') as f:\n", + " dict_words = [w.strip() for w in f.readlines()]" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "4002fcdd", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['A',\n", + " 'a',\n", + " 'aa',\n", + " 'aal',\n", + " 'aalii',\n", + " '...',\n", + " 'zythem',\n", + " 'Zythia',\n", + " 'zythum',\n", + " 'Zyzomys',\n", + " 'Zyzzogeton']" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Print the start and end of the dictionary\n", + "dict_words[:5] + ['...'] + dict_words[-5:]" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "823537ef", + "metadata": {}, + "outputs": [], + "source": [ + "# Load the input words\n", + "with open('words_to_search.txt', 'r') as f:\n", + " words = [w.strip() for w in f.readlines()]" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "4ccec6a3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['acer',\n", + " 'acers',\n", + " 'aces',\n", + " 'aches',\n", + " 'acme',\n", + " '...',\n", + " 'yap',\n", + " 'yaw',\n", + " 'yea',\n", + " 'zendo',\n", + " 'zoned']" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Print the start and end of the input list\n", + "words[:5] + ['...'] + words[-5:]" + ] + }, + { + "cell_type": "markdown", + "id": "14d91685", + "metadata": {}, + "source": [ + "# 2. Look for the anagrams of one input word, e.g. \"organ\"\n", + "\n", + "* There are several anagrams, including \"groan\" and \"argon\".\n", + "\n", + "* What is the Big-O performance oh your algorithm? In terms of M, the number of words in the dictionary, and K, the number of letters in a word" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "badf44c1", + "metadata": {}, + "outputs": [], + "source": [ + "word = 'organ'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ef938d95", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "7cd1196c", + "metadata": {}, + "source": [ + "The performance of this implementation is ... ." + ] + }, + { + "cell_type": "markdown", + "id": "115c3219", + "metadata": {}, + "source": [ + "# 3. Look for the anagrams of the words in the input list\n", + "\n", + "* How does the Big-O performance of your one-word implementation scale to an input list of M words?\n", + "* Is there a way to pre-process the dictionary words in a data structure that is better suited for this task?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "03ce3e28", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a2fc5ec4", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/anagrams/.ipynb_checkpoints/anagrams_solution-checkpoint.ipynb b/exercises/anagrams/.ipynb_checkpoints/anagrams_solution-checkpoint.ipynb new file mode 100644 index 0000000..57a9da9 --- /dev/null +++ b/exercises/anagrams/.ipynb_checkpoints/anagrams_solution-checkpoint.ipynb @@ -0,0 +1,1451 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "245d99ab", + "metadata": {}, + "source": [ + "# Exercise: Find the anagrams for all words in a list" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "d1e46c4a", + "metadata": {}, + "source": [ + "* You are given an English dictionary containing M words (“the dictionary”), and a separate list of N words (“the input”, saved in the file `words_to_search.txt`)\n", + "* For each word in the input, find all the anagrams in the dictionary (e.g., for input 'acme' the anagrams are `['acme', 'came', 'mace']`)\n", + "\n", + "How to proceed?\n", + "1. Write an algorithm to find all anagrams for one input word first\n", + "2. What is the Big-O class of this algorithm when executed the full N-words input?\n", + "3. Is there a way to pre-process the dictionary to improve the Big-O performance?" + ] + }, + { + "cell_type": "markdown", + "id": "b9b9cecd", + "metadata": {}, + "source": [ + "# 1. Load the system dictionary and the input words" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "24070a26", + "metadata": {}, + "outputs": [], + "source": [ + "# Load the system dictionary\n", + "with open('/usr/share/dict/words', 'r') as f:\n", + " dict_words = [w.strip() for w in f.readlines()]" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "4002fcdd", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['A',\n", + " 'a',\n", + " 'aa',\n", + " 'aal',\n", + " 'aalii',\n", + " '...',\n", + " 'zythem',\n", + " 'Zythia',\n", + " 'zythum',\n", + " 'Zyzomys',\n", + " 'Zyzzogeton']" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Print the start and end of the dictionary\n", + "dict_words[:5] + ['...'] + dict_words[-5:]" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "823537ef", + "metadata": {}, + "outputs": [], + "source": [ + "# Load the input words\n", + "with open('words_to_search.txt', 'r') as f:\n", + " words = [w.strip() for w in f.readlines()]" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "4ccec6a3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['acer',\n", + " 'acers',\n", + " 'aces',\n", + " 'aches',\n", + " 'acme',\n", + " '...',\n", + " 'yap',\n", + " 'yaw',\n", + " 'yea',\n", + " 'zendo',\n", + " 'zoned']" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Print the start and end of the input list\n", + "words[:5] + ['...'] + words[-5:]" + ] + }, + { + "cell_type": "markdown", + "id": "14d91685", + "metadata": {}, + "source": [ + "# 2. Look for the anagrams of one input word, e.g. \"organ\"\n", + "\n", + "* There are several anagrams, including \"groan\" and \"argon\".\n", + "\n", + "* What is the Big-O performance oh your algorithm? In terms of M, the number of words in the dictionary, and K, the number of letters in a word" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "badf44c1", + "metadata": {}, + "outputs": [], + "source": [ + "word = 'organ'" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "551e6b54", + "metadata": {}, + "outputs": [], + "source": [ + "anagrams = []\n", + "for dict_word in dict_words: # O(M)\n", + " if sorted(word) == sorted(dict_word): # 2 * O(K log K) ~ O(K log K)\n", + " anagrams.append(dict_word) # O(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "84294a2f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['angor',\n", + " 'argon',\n", + " 'goran',\n", + " 'grano',\n", + " 'groan',\n", + " 'nagor',\n", + " 'orang',\n", + " 'organ',\n", + " 'rogan']" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "anagrams" + ] + }, + { + "cell_type": "markdown", + "id": "7cd1196c", + "metadata": {}, + "source": [ + "The performance of this implementation is O(M * K log K).\n", + "\n", + "Note that instead of sorting , we could use a dictionary mapping letters to letter counts. This would make the performance even better, O(M * K)! However, in practice it would make little difference and would make the code more complicated, so we'll leave it like this." + ] + }, + { + "cell_type": "markdown", + "id": "115c3219", + "metadata": {}, + "source": [ + "# 3. Look for the anagrams of the words in the input list\n", + "\n", + "* How does the Big-O performance of your one-word implementation scale to an input list of M words?\n", + "* Is there a way to pre-process the dictionary words in a data structure that is better suited for this task?" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "e00054ff", + "metadata": {}, + "outputs": [ + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[18], line 12\u001b[0m\n\u001b[1;32m 10\u001b[0m words_anagrams \u001b[38;5;241m=\u001b[39m []\n\u001b[1;32m 11\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m word \u001b[38;5;129;01min\u001b[39;00m words: \u001b[38;5;66;03m# O(M)\u001b[39;00m\n\u001b[0;32m---> 12\u001b[0m anagrams \u001b[38;5;241m=\u001b[39m find_anagrams(word, dict_words)\n\u001b[1;32m 13\u001b[0m words_anagrams\u001b[38;5;241m.\u001b[39mappend((word, anagrams))\n", + "Cell \u001b[0;32mIn[18], line 6\u001b[0m, in \u001b[0;36mfind_anagrams\u001b[0;34m(word, dict_words)\u001b[0m\n\u001b[1;32m 4\u001b[0m anagrams \u001b[38;5;241m=\u001b[39m []\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m dict_word \u001b[38;5;129;01min\u001b[39;00m dict_words: \u001b[38;5;66;03m# O(N)\u001b[39;00m\n\u001b[0;32m----> 6\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28msorted\u001b[39m(word) \u001b[38;5;241m==\u001b[39m \u001b[38;5;28msorted\u001b[39m(dict_word): \u001b[38;5;66;03m# O(K log K)\u001b[39;00m\n\u001b[1;32m 7\u001b[0m anagrams\u001b[38;5;241m.\u001b[39mappend(dict_word) \u001b[38;5;66;03m# O(1)\u001b[39;00m\n\u001b[1;32m 8\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m anagrams\n", + "\u001b[0;31mKeyboardInterrupt\u001b[0m: " + ] + } + ], + "source": [ + "# Naive implementation, it takes a long time\n", + "\n", + "def find_anagrams(word, dict_words):\n", + " anagrams = []\n", + " for dict_word in dict_words: # O(N)\n", + " if sorted(word) == sorted(dict_word): # O(K log K)\n", + " anagrams.append(dict_word) # O(1)\n", + " return anagrams\n", + "\n", + "words_anagrams = []\n", + "for word in words: # O(M)\n", + " anagrams = find_anagrams(word, dict_words)\n", + " words_anagrams.append((word, anagrams)) # O(1)" + ] + }, + { + "cell_type": "markdown", + "id": "297fdc78", + "metadata": {}, + "source": [ + "The complexity of this algorithm is O(M * N * KlogK), where M is the length of the list of words to search, N is the length of words in the dictionary, and K is the length of words." + ] + }, + { + "cell_type": "markdown", + "id": "48947a28", + "metadata": {}, + "source": [ + "# What if we pre-process the dictionary in a data structure that is better suited for this task?" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "3ad5dccd", + "metadata": {}, + "outputs": [], + "source": [ + "anagrams_map = {}\n", + "for dict_word in dict_words: # O(N)\n", + " letters = tuple(sorted(dict_word)) # O(K log K)\n", + " if letters not in anagrams_map: # O(1)\n", + " anagrams_map[letters] = [] # O(1)\n", + " anagrams_map[letters].append(dict_word) # O(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "786fec1b", + "metadata": {}, + "outputs": [], + "source": [ + "words_anagrams = []\n", + "final_words = []\n", + "for word in words: # O(M)\n", + " letters = tuple(sorted(word)) # O(K log K)\n", + " if letters not in anagrams_map: # O(1)\n", + " print('This word is not in the system dictionary -- skipping', word)\n", + " continue\n", + " else:\n", + " final_words.append(word)\n", + " words_anagrams.append((word, anagrams_map[letters])) # O(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "dda842a1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[('acer', ['acre', 'care', 'crea', 'race']),\n", + " ('acers', ['carse', 'caser', 'ceras', 'scare', 'scrae']),\n", + " ('aces', ['case', 'esca']),\n", + " ('aches', ['chase']),\n", + " ('acme', ['acme', 'came', 'mace']),\n", + " ('acned', ['dance', 'decan']),\n", + " ('acre', ['acre', 'care', 'crea', 'race']),\n", + " ('acres', ['carse', 'caser', 'ceras', 'scare', 'scrae']),\n", + " ('act', ['act', 'cat']),\n", + " ('acts', ['cast', 'scat']),\n", + " ('acyl', ['acyl', 'clay', 'lacy']),\n", + " ('add', ['add', 'dad']),\n", + " ('adverb', ['adverb']),\n", + " ('aesc', ['case', 'esca']),\n", + " ('aether', ['heater', 'hereat', 'reheat']),\n", + " ('aethers', ['thereas']),\n", + " ('afield', ['afield', 'defial']),\n", + " ('aft', ['aft', 'fat']),\n", + " ('agree', ['agree', 'eager', 'eagre']),\n", + " ('agrees', ['grease']),\n", + " ('ags', ['gas', 'sag']),\n", + " ('ah', ['ah', 'ha']),\n", + " ('ahs', ['ash', 'sah', 'sha']),\n", + " ('aide', ['aide', 'idea']),\n", + " ('aides', ['aside']),\n", + " ('airings', ['raising']),\n", + " ('airmen', ['marine', 'remain']),\n", + " ('alloy', ['alloy', 'loyal']),\n", + " ('almes', ['amsel', 'mesal', 'samel']),\n", + " ('alp', ['alp', 'lap', 'pal']),\n", + " ('alps', ['salp', 'slap']),\n", + " ('altern', ['altern', 'antler', 'learnt', 'rental', 'ternal']),\n", + " ('altrices', ['altrices', 'selictar']),\n", + " ('alts', ['last', 'salt', 'slat']),\n", + " ('am', ['am', 'ma']),\n", + " ('amen', ['amen', 'enam', 'mane', 'mean', 'name', 'nema']),\n", + " ('amp', ['amp', 'map', 'pam']),\n", + " ('amps', ['samp', 'spam']),\n", + " ('anglist', ['lasting', 'salting', 'slating', 'staling']),\n", + " ('anils', ['sinal', 'slain', 'snail']),\n", + " ('ant', ['ant', 'nat', 'tan']),\n", + " ('antis', ['saint', 'satin', 'stain']),\n", + " ('antler', ['altern', 'antler', 'learnt', 'rental', 'ternal']),\n", + " ('antlers', ['saltern', 'starnel', 'sternal']),\n", + " ('any', ['any', 'nay', 'yan']),\n", + " ('ape', ['ape', 'pea']),\n", + " ('aper', ['aper', 'pare', 'pear', 'rape', 'reap']),\n", + " ('apt', ['apt', 'pat', 'tap']),\n", + " ('arb', ['bar', 'bra', 'rab']),\n", + " ('arc', ['arc', 'car']),\n", + " ('arcs', ['scar']),\n", + " ('are', ['aer', 'are', 'ear', 'era', 'rea']),\n", + " ('ared', ['ared', 'daer', 'dare', 'dear', 'read']),\n", + " ('ares', ['arse', 'rase', 'sare', 'sear', 'sera']),\n", + " ('argle', ['argel', 'ergal', 'garle', 'glare', 'lager', 'large', 'regal']),\n", + " ('aril', ['aril', 'lair', 'lari', 'liar', 'lira', 'rail', 'rial']),\n", + " ('arising', ['raising']),\n", + " ('arm', ['arm', 'mar', 'ram']),\n", + " ('armpit', ['armpit', 'impart']),\n", + " ('arms', ['arms']),\n", + " ('arse', ['arse', 'rase', 'sare', 'sear', 'sera']),\n", + " ('art', ['art', 'rat', 'tar', 'tra']),\n", + " ('article', ['article', 'recital']),\n", + " ('articles', ['altrices', 'selictar']),\n", + " ('arts', ['sart', 'star', 'stra', 'tars', 'tsar']),\n", + " ('arty', ['arty', 'atry', 'tray']),\n", + " ('ash', ['ash', 'sah', 'sha']),\n", + " ('aside', ['aside']),\n", + " ('aspired', ['despair', 'pardesi']),\n", + " ('asps', ['pass']),\n", + " ('ate', ['ate', 'eat', 'eta', 'tae', 'tea']),\n", + " ('ates', ['ates', 'east', 'eats', 'sate', 'seat', 'seta']),\n", + " ('atoners', ['noreast', 'rosetan', 'seatron', 'senator', 'treason']),\n", + " ('attic', ['attic', 'tacit']),\n", + " ('aves', ['save', 'vase']),\n", + " ('aye', ['aye', 'yea']),\n", + " ('backward', ['backward', 'drawback']),\n", + " ('bad', ['bad', 'dab']),\n", + " ('bag', ['bag', 'gab']),\n", + " ('bake', ['bake', 'beak']),\n", + " ('baker', ['baker', 'brake', 'break']),\n", + " ('balm', ['balm', 'lamb']),\n", + " ('bar', ['bar', 'bra', 'rab']),\n", + " ('bare', ['bare', 'bear', 'brae']),\n", + " ('bast', ['bast', 'bats', 'stab']),\n", + " ('bat', ['bat', 'tab']),\n", + " ('batlet', ['battel', 'battle', 'tablet']),\n", + " ('bats', ['bast', 'bats', 'stab']),\n", + " ('battel', ['battel', 'battle', 'tablet']),\n", + " ('battle', ['battel', 'battle', 'tablet']),\n", + " ('beak', ['bake', 'beak']),\n", + " ('bear', ['bare', 'bear', 'brae']),\n", + " ('begin', ['begin', 'being', 'binge']),\n", + " ('being', ['begin', 'being', 'binge']),\n", + " ('below', ['below', 'bowel', 'elbow']),\n", + " ('best', ['best']),\n", + " ('bets', ['best']),\n", + " ('binge', ['begin', 'being', 'binge']),\n", + " ('blam', ['balm', 'lamb']),\n", + " ('blot', ['blot', 'bolt']),\n", + " ('blow', ['blow', 'bowl']),\n", + " ('bludier', ['builder', 'rebuild']),\n", + " ('bluest', ['bustle', 'sublet', 'subtle']),\n", + " ('bluets', ['bustle', 'sublet', 'subtle']),\n", + " ('bolt', ['blot', 'bolt']),\n", + " ('bombed', ['bombed']),\n", + " ('borde', ['boder', 'orbed']),\n", + " ('bored', ['boder', 'orbed']),\n", + " ('bores', ['boser', 'brose', 'sober']),\n", + " ('boss', ['boss']),\n", + " ('bourne', ['unrobe']),\n", + " ('bowel', ['below', 'bowel', 'elbow']),\n", + " ('bowl', ['blow', 'bowl']),\n", + " ('bra', ['bar', 'bra', 'rab']),\n", + " ('brae', ['bare', 'bear', 'brae']),\n", + " ('brag', ['brag', 'garb', 'grab']),\n", + " ('brake', ['baker', 'brake', 'break']),\n", + " ('braved', ['adverb']),\n", + " ('break', ['baker', 'brake', 'break']),\n", + " ('brief', ['bifer', 'brief', 'fiber']),\n", + " ('brose', ['boser', 'brose', 'sober']),\n", + " ('brush', ['brush', 'shrub']),\n", + " ('buhrs', ['brush', 'shrub']),\n", + " ('builder', ['builder', 'rebuild']),\n", + " ('burden', ['bunder', 'burden', 'burned', 'unbred']),\n", + " ('burned', ['bunder', 'burden', 'burned', 'unbred']),\n", + " ('bury', ['bury', 'ruby']),\n", + " ('bush', ['bush']),\n", + " ('bust', ['bust', 'stub']),\n", + " ('bustle', ['bustle', 'sublet', 'subtle']),\n", + " ('but', ['but', 'tub']),\n", + " ('butles', ['bustle', 'sublet', 'subtle']),\n", + " ('buts', ['bust', 'stub']),\n", + " ('cab', ['bac', 'cab']),\n", + " ('cabs', ['scab']),\n", + " ('cadres', ['sacred']),\n", + " ('cafe', ['face']),\n", + " ('caller', ['caller', 'cellar', 'recall']),\n", + " ('calm', ['calm', 'clam']),\n", + " ('calo', ['alco', 'coal', 'cola', 'loca']),\n", + " ('came', ['acme', 'came', 'mace']),\n", + " ('caned', ['dance', 'decan']),\n", + " ('canoe', ['acone', 'canoe', 'ocean']),\n", + " ('cans', ['scan']),\n", + " ('cape', ['cape', 'cepa', 'pace']),\n", + " ('car', ['arc', 'car']),\n", + " ('care', ['acre', 'care', 'crea', 'race']),\n", + " ('cares', ['carse', 'caser', 'ceras', 'scare', 'scrae']),\n", + " ('caret',\n", + " ['caret',\n", + " 'carte',\n", + " 'cater',\n", + " 'crate',\n", + " 'creat',\n", + " 'creta',\n", + " 'react',\n", + " 'recta',\n", + " 'trace']),\n", + " ('carol', ['calor', 'carol', 'claro', 'coral']),\n", + " ('carp', ['carp', 'crap']),\n", + " ('cars', ['scar']),\n", + " ('carse', ['carse', 'caser', 'ceras', 'scare', 'scrae']),\n", + " ('carte',\n", + " ['caret',\n", + " 'carte',\n", + " 'cater',\n", + " 'crate',\n", + " 'creat',\n", + " 'creta',\n", + " 'react',\n", + " 'recta',\n", + " 'trace']),\n", + " ('case', ['case', 'esca']),\n", + " ('cask', ['cask', 'sack']),\n", + " ('cast', ['cast', 'scat']),\n", + " ('cat', ['act', 'cat']),\n", + " ('cater',\n", + " ['caret',\n", + " 'carte',\n", + " 'cater',\n", + " 'crate',\n", + " 'creat',\n", + " 'creta',\n", + " 'react',\n", + " 'recta',\n", + " 'trace']),\n", + " ('cats', ['cast', 'scat']),\n", + " ('cause', ['cause', 'sauce']),\n", + " ('causes', ['causse']),\n", + " ('ceas', ['case', 'esca']),\n", + " ('cedars', ['sacred']),\n", + " ('cedi', ['dice', 'iced']),\n", + " ('cellar', ['caller', 'cellar', 'recall']),\n", + " ('cents', ['scent']),\n", + " ('cereus', ['ceruse', 'recuse', 'rescue', 'secure']),\n", + " ('ceruse', ['ceruse', 'recuse', 'rescue', 'secure']),\n", + " ('cesure', ['ceruse', 'recuse', 'rescue', 'secure']),\n", + " ('charm', ['charm', 'march']),\n", + " ('charmer', ['charmer', 'marcher', 'remarch']),\n", + " ('charming', ['charming']),\n", + " ('chase', ['chase']),\n", + " ('cheating', ['cheating', 'teaching']),\n", + " ('chetnik', ['kitchen', 'thicken']),\n", + " ('chin', ['chin', 'inch']),\n", + " ('chit', ['chit', 'itch']),\n", + " ('chum', ['chum', 'much']),\n", + " ('cion', ['cion', 'coin', 'icon']),\n", + " ('citrus', ['citrus', 'rictus', 'rustic']),\n", + " ('clam', ['calm', 'clam']),\n", + " ('claro', ['calor', 'carol', 'claro', 'coral']),\n", + " ('clay', ['acyl', 'clay', 'lacy']),\n", + " ('cloud', ['cloud', 'could']),\n", + " ('coal', ['alco', 'coal', 'cola', 'loca']),\n", + " ('cocaine', ['cocaine', 'oceanic']),\n", + " ('cod', ['cod', 'doc']),\n", + " ('coin', ['cion', 'coin', 'icon']),\n", + " ('cola', ['alco', 'coal', 'cola', 'loca']),\n", + " ('comics', ['cosmic']),\n", + " ('cone', ['cone', 'once']),\n", + " ('coni', ['cion', 'coin', 'icon']),\n", + " ('cool', ['cool', 'loco']),\n", + " ('coral', ['calor', 'carol', 'claro', 'coral']),\n", + " ('cork', ['cork', 'rock']),\n", + " ('corset', ['corset', 'coster', 'escort', 'scoter', 'sector']),\n", + " ('corvet', ['covert', 'vector']),\n", + " ('cosmic', ['cosmic']),\n", + " ('coster', ['corset', 'coster', 'escort', 'scoter', 'sector']),\n", + " ('could', ['cloud', 'could']),\n", + " ('covert', ['covert', 'vector']),\n", + " ('crap', ['carp', 'crap']),\n", + " ('crate',\n", + " ['caret',\n", + " 'carte',\n", + " 'cater',\n", + " 'crate',\n", + " 'creat',\n", + " 'creta',\n", + " 'react',\n", + " 'recta',\n", + " 'trace']),\n", + " ('crews', ['screw']),\n", + " ('dab', ['bad', 'dab']),\n", + " ('dad', ['add', 'dad']),\n", + " ('dah', ['dah', 'dha', 'had']),\n", + " ('dairy', ['dairy', 'diary', 'yaird']),\n", + " ('dale', ['dale', 'deal', 'lade', 'lead']),\n", + " ('dalets', ['desalt', 'salted']),\n", + " ('dali', ['dali', 'dial', 'laid']),\n", + " ('dam', ['dam', 'mad']),\n", + " ('dance', ['dance', 'decan']),\n", + " ('dare', ['ared', 'daer', 'dare', 'dear', 'read']),\n", + " ('dashed', ['dashed', 'shaded']),\n", + " ('dawn', ['dawn', 'wand']),\n", + " ('deaf', ['deaf', 'fade']),\n", + " ('deal', ['dale', 'deal', 'lade', 'lead']),\n", + " ('dealer', ['dealer', 'leader', 'redeal', 'relade', 'relead']),\n", + " ('dear', ['ared', 'daer', 'dare', 'dear', 'read']),\n", + " ('dearer', ['reader', 'redare', 'reread']),\n", + " ('death', ['death']),\n", + " ('deaws', ['sawed']),\n", + " ('declines', ['licensed', 'silenced']),\n", + " ('decree', ['decree', 'recede']),\n", + " ('deens', ['dense', 'needs']),\n", + " ('defer', ['defer', 'freed']),\n", + " ('deil', ['idle', 'lied']),\n", + " ('delayer', ['delayer', 'layered', 'redelay']),\n", + " ('deli', ['idle', 'lied']),\n", + " ('deltas', ['desalt', 'salted']),\n", + " ('denes', ['dense', 'needs']),\n", + " ('dense', ['dense', 'needs']),\n", + " ('denser', ['resend', 'sender']),\n", + " ('desalt', ['desalt', 'salted']),\n", + " ('deserver', ['deserver', 'reserved', 'reversed']),\n", + " ('despair', ['despair', 'pardesi']),\n", + " ('devote', ['devote']),\n", + " ('dew', ['dew', 'wed']),\n", + " ('dial', ['dali', 'dial', 'laid']),\n", + " ('diaper', ['diaper', 'paired']),\n", + " ('diapers', ['despair', 'pardesi']),\n", + " ('diary', ['dairy', 'diary', 'yaird']),\n", + " ('dice', ['dice', 'iced']),\n", + " ('diel', ['idle', 'lied']),\n", + " ('diet', ['diet', 'dite', 'edit', 'tide', 'tied']),\n", + " ('dikes', ['skied']),\n", + " ('dimple', ['dimple']),\n", + " ('direr', ['drier', 'rider']),\n", + " ('disease', ['disease', 'seaside']),\n", + " ('disk', ['disk', 'skid']),\n", + " ('dite', ['diet', 'dite', 'edit', 'tide', 'tied']),\n", + " ('doc', ['cod', 'doc']),\n", + " ('doen', ['done', 'node']),\n", + " ('dog', ['dog', 'god']),\n", + " ('dogs', ['dogs']),\n", + " ('don', ['don', 'nod']),\n", + " ('done', ['done', 'node']),\n", + " ('doom', ['doom', 'mood']),\n", + " ('dozen', ['dozen', 'zoned']),\n", + " ('draw', ['draw', 'ward']),\n", + " ('drawback', ['backward', 'drawback']),\n", + " ('dreare', ['reader', 'redare', 'reread']),\n", + " ('drier', ['drier', 'rider']),\n", + " ('dune', ['dune', 'nude', 'unde']),\n", + " ('dunite', ['dunite', 'united', 'untied']),\n", + " ('dusty', ['dusty', 'study']),\n", + " ('eager', ['agree', 'eager', 'eagre']),\n", + " ('eagers', ['grease']),\n", + " ('eagre', ['agree', 'eager', 'eagre']),\n", + " ('eagres', ['grease']),\n", + " ('ear', ['aer', 'are', 'ear', 'era', 'rea']),\n", + " ('eard', ['ared', 'daer', 'dare', 'dear', 'read']),\n", + " ('early', ['early', 'layer', 'relay']),\n", + " ('earn', ['earn', 'near', 'rane']),\n", + " ('earner', ['earner']),\n", + " ('ears', ['arse', 'rase', 'sare', 'sear', 'sera']),\n", + " ('earthy', ['earthy', 'hearty', 'yearth']),\n", + " ('east', ['ates', 'east', 'eats', 'sate', 'seat', 'seta']),\n", + " ('eastling', ['genitals', 'stealing']),\n", + " ('eat', ['ate', 'eat', 'eta', 'tae', 'tea']),\n", + " ('eath', ['haet', 'hate', 'heat']),\n", + " ('eats', ['ates', 'east', 'eats', 'sate', 'seat', 'seta']),\n", + " ('edit', ['diet', 'dite', 'edit', 'tide', 'tied']),\n", + " ('eel', ['eel', 'lee']),\n", + " ('egos', ['goes', 'sego']),\n", + " ('eh', ['eh', 'he']),\n", + " ('eild', ['idle', 'lied']),\n", + " ('elbow', ['below', 'bowel', 'elbow']),\n", + " ('elints', ['enlist', 'listen', 'silent', 'tinsel']),\n", + " ('emit', ['emit', 'item', 'mite', 'time']),\n", + " ('emits', ['metis', 'smite', 'stime', 'times']),\n", + " ('emoter', ['meteor', 'remote']),\n", + " ('enders', ['resend', 'sender']),\n", + " ('enfiring', ['infringe', 'refining']),\n", + " ('enlist', ['enlist', 'listen', 'silent', 'tinsel']),\n", + " ('enlisted', ['enlisted', 'lintseed']),\n", + " ('era', ['aer', 'are', 'ear', 'era', 'rea']),\n", + " ('eras', ['arse', 'rase', 'sare', 'sear', 'sera']),\n", + " ('eros', ['eros', 'rose', 'sero', 'sore']),\n", + " ('escar', ['carse', 'caser', 'ceras', 'scare', 'scrae']),\n", + " ('escort', ['corset', 'coster', 'escort', 'scoter', 'sector']),\n", + " ('ester',\n", + " ['ester',\n", + " 'estre',\n", + " 'reest',\n", + " 'reset',\n", + " 'steer',\n", + " 'stere',\n", + " 'stree',\n", + " 'terse',\n", + " 'tsere']),\n", + " ('eta', ['ate', 'eat', 'eta', 'tae', 'tea']),\n", + " ('etas', ['ates', 'east', 'eats', 'sate', 'seat', 'seta']),\n", + " ('ether', ['ether', 'rethe', 'theer', 'there', 'three']),\n", + " ('evil', ['evil', 'live', 'veil', 'vile', 'vlei']),\n", + " ('evils', ['slive']),\n", + " ('ewts', ['stew', 'west']),\n", + " ('except', ['except', 'expect']),\n", + " ('exist', ['exist', 'sixte']),\n", + " ('exits', ['exist', 'sixte']),\n", + " ('expect', ['except', 'expect']),\n", + " ('face', ['face']),\n", + " ('fade', ['deaf', 'fade']),\n", + " ('failed', ['afield', 'defial']),\n", + " ('faker', ['faker', 'freak']),\n", + " ('fare', ['fare', 'fear', 'frae']),\n", + " ('farmed', ['framed']),\n", + " ('farming', ['farming', 'framing']),\n", + " ('fast', ['fast', 'saft']),\n", + " ('fat', ['aft', 'fat']),\n", + " ('fate', ['atef', 'fate', 'feat']),\n", + " ('fats', ['fast', 'saft']),\n", + " ('fear', ['fare', 'fear', 'frae']),\n", + " ('feat', ['atef', 'fate', 'feat']),\n", + " ('feel', ['feel', 'flee']),\n", + " ('feer', ['feer', 'free', 'reef']),\n", + " ('felid', ['felid', 'field']),\n", + " ('felt', ['felt', 'flet', 'left']),\n", + " ('fere', ['feer', 'free', 'reef']),\n", + " ('feta', ['atef', 'fate', 'feat']),\n", + " ('fiber', ['bifer', 'brief', 'fiber']),\n", + " ('fibre', ['bifer', 'brief', 'fiber']),\n", + " ('field', ['felid', 'field']),\n", + " ('filed', ['felid', 'field']),\n", + " ('filer', ['filer', 'flier', 'lifer', 'rifle']),\n", + " ('filets', ['itself', 'stifle']),\n", + " ('filler', ['filler', 'refill']),\n", + " ('finder', ['finder', 'friend', 'redfin', 'refind']),\n", + " ('finer', ['finer', 'infer']),\n", + " ('finger', ['finger', 'fringe']),\n", + " ('fired', ['fired', 'fried']),\n", + " ('fires', ['serif']),\n", + " ('fist', ['fist', 'sift']),\n", + " ('fitness', ['fitness']),\n", + " ('fits', ['fist', 'sift']),\n", + " ('flee', ['feel', 'flee']),\n", + " ('flesh', ['flesh', 'shelf']),\n", + " ('flied', ['felid', 'field']),\n", + " ('flier', ['filer', 'flier', 'lifer', 'rifle']),\n", + " ('fliest', ['itself', 'stifle']),\n", + " ('flites', ['itself', 'stifle']),\n", + " ('flog', ['flog', 'golf']),\n", + " ('flow', ['flow', 'fowl', 'wolf']),\n", + " ('flue', ['flue', 'fuel']),\n", + " ('form', ['form', 'from']),\n", + " ('former', ['former', 'reform']),\n", + " ('forth', ['forth', 'froth']),\n", + " ('fowl', ['flow', 'fowl', 'wolf']),\n", + " ('frae', ['fare', 'fear', 'frae']),\n", + " ('framed', ['framed']),\n", + " ('framing', ['farming', 'framing']),\n", + " ('freak', ['faker', 'freak']),\n", + " ('free', ['feer', 'free', 'reef']),\n", + " ('freed', ['defer', 'freed']),\n", + " ('fried', ['fired', 'fried']),\n", + " ('friend', ['finder', 'friend', 'redfin', 'refind']),\n", + " ('fries', ['serif']),\n", + " ('fringe', ['finger', 'fringe']),\n", + " ('frise', ['serif']),\n", + " ('from', ['form', 'from']),\n", + " ('froth', ['forth', 'froth']),\n", + " ('fuel', ['flue', 'fuel']),\n", + " ('furs', ['surf']),\n", + " ('gab', ['bag', 'gab']),\n", + " ('gals', ['slag']),\n", + " ('gaps', ['gasp']),\n", + " ('garb', ['brag', 'garb', 'grab']),\n", + " ('gas', ['gas', 'sag']),\n", + " ('gasp', ['gasp']),\n", + " ('gater', ['gater', 'grate', 'great', 'retag', 'targe']),\n", + " ('geare', ['agree', 'eager', 'eagre']),\n", + " ('geares', ['grease']),\n", + " ('gel', ['gel', 'leg']),\n", + " ('gelatins', ['genitals', 'stealing']),\n", + " ('genitals', ['genitals', 'stealing']),\n", + " ('geos', ['goes', 'sego']),\n", + " ('girn', ['girn', 'grin', 'ring']),\n", + " ('glare', ['argel', 'ergal', 'garle', 'glare', 'lager', 'large', 'regal']),\n", + " ('god', ['dog', 'god']),\n", + " ('gods', ['dogs']),\n", + " ('goes', ['goes', 'sego']),\n", + " ('golf', ['flog', 'golf']),\n", + " ('grab', ['brag', 'garb', 'grab']),\n", + " ('grate', ['gater', 'grate', 'great', 'retag', 'targe']),\n", + " ('grease', ['grease']),\n", + " ('great', ['gater', 'grate', 'great', 'retag', 'targe']),\n", + " ('grin', ['girn', 'grin', 'ring']),\n", + " ('grues', ['surge']),\n", + " ('gulp', ['gulp', 'plug']),\n", + " ('gum', ['gum', 'mug']),\n", + " ('gunshot', ['gunshot', 'shotgun', 'uhtsong']),\n", + " ('gust', ['gust', 'stug']),\n", + " ('guts', ['gust', 'stug']),\n", + " ('ha', ['ah', 'ha']),\n", + " ('had', ['dah', 'dha', 'had']),\n", + " ('haet', ['haet', 'hate', 'heat']),\n", + " ('halls', ['shall']),\n", + " ('halses', ['hassel', 'hassle']),\n", + " ('hams', ['mash', 'samh', 'sham']),\n", + " ('hangover', ['overhang']),\n", + " ('harps', ['sharp', 'shrap']),\n", + " ('has', ['ash', 'sah', 'sha']),\n", + " ('hassel', ['hassel', 'hassle']),\n", + " ('hassle', ['hassel', 'hassle']),\n", + " ('hate', ['haet', 'hate', 'heat']),\n", + " ('hated', ['death']),\n", + " ('hay', ['hay', 'yah']),\n", + " ('he', ['eh', 'he']),\n", + " ('hearty', ['earthy', 'hearty', 'yearth']),\n", + " ('heat', ['haet', 'hate', 'heat']),\n", + " ('heater', ['heater', 'hereat', 'reheat']),\n", + " ('heaters', ['thereas']),\n", + " ('heir', ['heir', 'hire']),\n", + " ('heirs', ['hirse', 'shier', 'shire']),\n", + " ('hereat', ['heater', 'hereat', 'reheat']),\n", + " ('hewn', ['hewn', 'when']),\n", + " ('hikes', ['sheik']),\n", + " ('hire', ['heir', 'hire']),\n", + " ('hires', ['hirse', 'shier', 'shire']),\n", + " ('ho', ['ho', 'oh']),\n", + " ('hocks', ['shock']),\n", + " ('hoes', ['hose', 'shoe']),\n", + " ('hognuts', ['gunshot', 'shotgun', 'uhtsong']),\n", + " ('hooks', ['shook']),\n", + " ('hose', ['hose', 'shoe']),\n", + " ('host', ['host', 'shot', 'tosh']),\n", + " ('hots', ['host', 'shot', 'tosh']),\n", + " ('houts', ['shout', 'south']),\n", + " ('how', ['how', 'who']),\n", + " ('howres', ['shower']),\n", + " ('hubs', ['bush']),\n", + " ('hug', ['hug', 'ugh']),\n", + " ('hums', ['mush']),\n", + " ('hustle', ['hustle', 'sleuth']),\n", + " ('hustling', ['sunlight']),\n", + " ('huts', ['shut', 'thus', 'tush']),\n", + " ('iced', ['dice', 'iced']),\n", + " ('icon', ['cion', 'coin', 'icon']),\n", + " ('idea', ['aide', 'idea']),\n", + " ('ideas', ['aside']),\n", + " ('idle', ['idle', 'lied']),\n", + " ('impart', ['armpit', 'impart']),\n", + " ('impled', ['dimple']),\n", + " ('imprints', ['misprint']),\n", + " ('incest', ['encist', 'incest', 'insect', 'scient']),\n", + " ('inch', ['chin', 'inch']),\n", + " ('infer', ['finer', 'infer']),\n", + " ('infests', ['fitness']),\n", + " ('infringe', ['infringe', 'refining']),\n", + " ('ink', ['ink', 'kin']),\n", + " ('inks', ['inks', 'sink', 'skin']),\n", + " ('inlets', ['enlist', 'listen', 'silent', 'tinsel']),\n", + " ('ins', ['sin']),\n", + " ('insect', ['encist', 'incest', 'insect', 'scient']),\n", + " ('instar', ['instar', 'santir', 'strain']),\n", + " ('insult', ['insult', 'sunlit', 'unlist', 'unslit']),\n", + " ('itch', ['chit', 'itch']),\n", + " ('item', ['emit', 'item', 'mite', 'time']),\n", + " ('items', ['metis', 'smite', 'stime', 'times']),\n", + " ('its', ['ist', 'its', 'sit']),\n", + " ('itself', ['itself', 'stifle']),\n", + " ('jest', ['jest']),\n", + " ('jets', ['jest']),\n", + " ('joiner', ['joiner', 'rejoin']),\n", + " ('just', ['just']),\n", + " ('juts', ['just']),\n", + " ('kale', ['kale', 'lake', 'leak']),\n", + " ('kebar', ['baker', 'brake', 'break']),\n", + " ('keel', ['keel', 'kele', 'leek']),\n", + " ('keels', ['skeel', 'sleek']),\n", + " ('keen', ['keen', 'knee']),\n", + " ('kids', ['disk', 'skid']),\n", + " ('kills', ['skill']),\n", + " ('kiln', ['kiln', 'link']),\n", + " ('kin', ['ink', 'kin']),\n", + " ('kins', ['inks', 'sink', 'skin']),\n", + " ('kiss', ['kiss']),\n", + " ('kisser', ['kisser', 'rekiss']),\n", + " ('kitchen', ['kitchen', 'thicken']),\n", + " ('knee', ['keen', 'knee']),\n", + " ('koas', ['asok', 'soak', 'soka']),\n", + " ('krises', ['kisser', 'rekiss']),\n", + " ('lacy', ['acyl', 'clay', 'lacy']),\n", + " ('lade', ['dale', 'deal', 'lade', 'lead']),\n", + " ('laered', ['dealer', 'leader', 'redeal', 'relade', 'relead']),\n", + " ('lager', ['argel', 'ergal', 'garle', 'glare', 'lager', 'large', 'regal']),\n", + " ('lags', ['slag']),\n", + " ('laid', ['dali', 'dial', 'laid']),\n", + " ('lair', ['aril', 'lair', 'lari', 'liar', 'lira', 'rail', 'rial']),\n", + " ('lake', ['kale', 'lake', 'leak']),\n", + " ('lamb', ['balm', 'lamb']),\n", + " ('lameness', ['lameness', 'maleness', 'maneless', 'nameless']),\n", + " ('lames', ['amsel', 'mesal', 'samel']),\n", + " ('lamp', ['lamp', 'palm']),\n", + " ('lap', ['alp', 'lap', 'pal']),\n", + " ('lapins', ['spinal']),\n", + " ('laps', ['salp', 'slap']),\n", + " ('lapse', ['lapse', 'salep', 'saple', 'sepal', 'slape', 'spale', 'speal']),\n", + " ('large', ['argel', 'ergal', 'garle', 'glare', 'lager', 'large', 'regal']),\n", + " ('lari', ['aril', 'lair', 'lari', 'liar', 'lira', 'rail', 'rial']),\n", + " ('lases', ['salse']),\n", + " ('lashes', ['hassel', 'hassle']),\n", + " ('last', ['last', 'salt', 'slat']),\n", + " ('lasted', ['desalt', 'salted']),\n", + " ('lasting', ['lasting', 'salting', 'slating', 'staling']),\n", + " ('late', ['atle', 'laet', 'late', 'leat', 'tael', 'tale', 'teal']),\n", + " ('lats', ['last', 'salt', 'slat']),\n", + " ('layer', ['early', 'layer', 'relay']),\n", + " ('layered', ['delayer', 'layered', 'redelay']),\n", + " ('layers', ['reslay', 'slayer']),\n", + " ('laymen', ['meanly', 'namely']),\n", + " ('layover', ['layover', 'overlay']),\n", + " ('lays', ['slay']),\n", + " ('lead', ['dale', 'deal', 'lade', 'lead']),\n", + " ('leader', ['dealer', 'leader', 'redeal', 'relade', 'relead']),\n", + " ('leak', ['kale', 'lake', 'leak']),\n", + " ('leams', ['amsel', 'mesal', 'samel']),\n", + " ('leap', ['leap', 'lepa', 'pale', 'peal', 'plea']),\n", + " ('leaps', ['lapse', 'salep', 'saple', 'sepal', 'slape', 'spale', 'speal']),\n", + " ('leared', ['dealer', 'leader', 'redeal', 'relade', 'relead']),\n", + " ('learnt', ['altern', 'antler', 'learnt', 'rental', 'ternal']),\n", + " ('leary', ['early', 'layer', 'relay']),\n", + " ('leat', ['atle', 'laet', 'late', 'leat', 'tael', 'tale', 'teal']),\n", + " ('lee', ['eel', 'lee']),\n", + " ('leek', ['keel', 'kele', 'leek']),\n", + " ('leeks', ['skeel', 'sleek']),\n", + " ('left', ['felt', 'flet', 'left']),\n", + " ('leg', ['gel', 'leg']),\n", + " ('leke', ['keel', 'kele', 'leek']),\n", + " ('lemon', ['lemon', 'melon', 'monel']),\n", + " ('leper', ['leper', 'perle', 'repel']),\n", + " ('lessened', ['needless', 'seldseen']),\n", + " ('lessons', ['sonless']),\n", + " ('levis', ['slive']),\n", + " ('liar', ['aril', 'lair', 'lari', 'liar', 'lira', 'rail', 'rial']),\n", + " ('license', ['license', 'selenic', 'silence']),\n", + " ('licensed', ['licensed', 'silenced']),\n", + " ('licks', ['slick']),\n", + " ('lied', ['idle', 'lied']),\n", + " ('lifer', ['filer', 'flier', 'lifer', 'rifle']),\n", + " ('lime', ['lime', 'mile']),\n", + " ('limes', ['limes', 'slime', 'smile']),\n", + " ('limped', ['dimple']),\n", + " ('link', ['kiln', 'link']),\n", + " ('lino', ['lino', 'lion', 'loin', 'noil']),\n", + " ('lintseed', ['enlisted', 'lintseed']),\n", + " ('lion', ['lino', 'lion', 'loin', 'noil']),\n", + " ('lippers', ['slipper']),\n", + " ('lips', ['lisp', 'slip']),\n", + " ('lira', ['aril', 'lair', 'lari', 'liar', 'lira', 'rail', 'rial']),\n", + " ('lisp', ['lisp', 'slip']),\n", + " ('list', ['list', 'silt', 'slit']),\n", + " ('listen', ['enlist', 'listen', 'silent', 'tinsel']),\n", + " ('listened', ['enlisted', 'lintseed']),\n", + " ('listing', ['listing', 'silting']),\n", + " ('lits', ['list', 'silt', 'slit']),\n", + " ('live', ['evil', 'live', 'veil', 'vile', 'vlei']),\n", + " ('lives', ['slive']),\n", + " ('loca', ['alco', 'coal', 'cola', 'loca']),\n", + " ('loco', ['cool', 'loco']),\n", + " ('loin', ['lino', 'lion', 'loin', 'noil']),\n", + " ('lookout', ['lookout', 'outlook']),\n", + " ('looped', ['poodle']),\n", + " ('loops', ['polos', 'sloop', 'spool']),\n", + " ('loot', ['loot', 'tool']),\n", + " ('lose', ['lose', 'sloe', 'sole']),\n", + " ('lost', ['lost', 'lots', 'slot']),\n", + " ('loto', ['loot', 'tool']),\n", + " ('lots', ['lost', 'lots', 'slot']),\n", + " ('loyal', ['alloy', 'loyal']),\n", + " ('lump', ['lump', 'plum']),\n", + " ('lure', ['lure', 'rule']),\n", + " ('lured', ['duler', 'urled']),\n", + " ('lures', ['sluer']),\n", + " ('luring', ['ruling', 'urling']),\n", + " ('ma', ['am', 'ma']),\n", + " ('mace', ['acme', 'came', 'mace']),\n", + " ('mad', ['dam', 'mad']),\n", + " ('mainer', ['marine', 'remain']),\n", + " ('maleness', ['lameness', 'maleness', 'maneless', 'nameless']),\n", + " ('males', ['amsel', 'mesal', 'samel']),\n", + " ('mane', ['amen', 'enam', 'mane', 'mean', 'name', 'nema']),\n", + " ('maneless', ['lameness', 'maleness', 'maneless', 'nameless']),\n", + " ('manors', ['ramson', 'ransom']),\n", + " ('manures', ['surname']),\n", + " ('map', ['amp', 'map', 'pam']),\n", + " ('maples', ['sample']),\n", + " ('maps', ['samp', 'spam']),\n", + " ('mar', ['arm', 'mar', 'ram']),\n", + " ('march', ['charm', 'march']),\n", + " ('marcher', ['charmer', 'marcher', 'remarch']),\n", + " ('marching', ['charming']),\n", + " ('mare', ['mare', 'rame', 'ream']),\n", + " ('marine', ['marine', 'remain']),\n", + " ('marital', ['marital', 'martial']),\n", + " ('marons', ['ramson', 'ransom']),\n", + " ('mars', ['arms']),\n", + " ('martial', ['marital', 'martial']),\n", + " ('marts', ['smart', 'stram']),\n", + " ('mash', ['mash', 'samh', 'sham']),\n", + " ('mast', ['mast', 'stam']),\n", + " ('mate', ['mate', 'meat', 'meta', 'tame', 'team']),\n", + " ('mated', ['metad']),\n", + " ('mates', ['steam', 'stema']),\n", + " ('mating', ['mating']),\n", + " ('mats', ['mast', 'stam']),\n", + " ('meals', ['amsel', 'mesal', 'samel']),\n", + " ('mean', ['amen', 'enam', 'mane', 'mean', 'name', 'nema']),\n", + " ('meanly', ['meanly', 'namely']),\n", + " ('meat', ['mate', 'meat', 'meta', 'tame', 'team']),\n", + " ('meats', ['steam', 'stema']),\n", + " ('melas', ['amsel', 'mesal', 'samel']),\n", + " ('melon', ['lemon', 'melon', 'monel']),\n", + " ('melts', ['smelt']),\n", + " ('mesal', ['amsel', 'mesal', 'samel']),\n", + " ('meta', ['mate', 'meat', 'meta', 'tame', 'team']),\n", + " ('meteor', ['meteor', 'remote']),\n", + " ('metis', ['metis', 'smite', 'stime', 'times']),\n", + " ('metols', ['molest']),\n", + " ('mile', ['lime', 'mile']),\n", + " ('miles', ['limes', 'slime', 'smile']),\n", + " ('misprint', ['misprint']),\n", + " ('mite', ['emit', 'item', 'mite', 'time']),\n", + " ('mites', ['metis', 'smite', 'stime', 'times']),\n", + " ('mobbed', ['bombed']),\n", + " ('moist', ['moist']),\n", + " ('moits', ['moist']),\n", + " ('molest', ['molest']),\n", + " ('mono', ['mono', 'moon']),\n", + " ('mood', ['doom', 'mood']),\n", + " ('moon', ['mono', 'moon']),\n", + " ('moor', ['moor', 'moro', 'room']),\n", + " ('motels', ['molest']),\n", + " ('much', ['chum', 'much']),\n", + " ('mug', ['gum', 'mug']),\n", + " ('murenas', ['surname']),\n", + " ('mush', ['mush']),\n", + " ('mutilate', ['mutilate', 'ultimate']),\n", + " ('nags', ['sang', 'snag']),\n", + " ('nails', ['sinal', 'slain', 'snail']),\n", + " ('name', ['amen', 'enam', 'mane', 'mean', 'name', 'nema']),\n", + " ('nameless', ['lameness', 'maleness', 'maneless', 'nameless']),\n", + " ('namely', ['meanly', 'namely']),\n", + " ('nap', ['nap', 'pan']),\n", + " ('nare', ['earn', 'near', 'rane']),\n", + " ('nat', ['ant', 'nat', 'tan']),\n", + " ('nay', ['any', 'nay', 'yan']),\n", + " ('near', ['earn', 'near', 'rane']),\n", + " ('nearer', ['earner']),\n", + " ('needless', ['needless', 'seldseen']),\n", + " ('needs', ['dense', 'needs']),\n", + " ('nema', ['amen', 'enam', 'mane', 'mean', 'name', 'nema']),\n", + " ('neon', ['neon', 'none']),\n", + " ('nest', ['nest', 'sent', 'sten']),\n", + " ('net', ['net', 'ten']),\n", + " ('nets', ['nest', 'sent', 'sten']),\n", + " ('nevi', ['vein', 'vine']),\n", + " ('nicest', ['encist', 'incest', 'insect', 'scient']),\n", + " ('night', ['night', 'thing']),\n", + " ('nights', ['nights']),\n", + " ('nip', ['nip', 'pin']),\n", + " ('nips', ['snip', 'spin']),\n", + " ('nis', ['sin']),\n", + " ('no', ['no', 'on']),\n", + " ('nod', ['don', 'nod']),\n", + " ('node', ['done', 'node']),\n", + " ('noil', ['lino', 'lion', 'loin', 'noil']),\n", + " ('none', ['neon', 'none']),\n", + " ('normas', ['ramson', 'ransom']),\n", + " ('not', ['not', 'ton']),\n", + " ('note', ['note', 'tone']),\n", + " ('noted', ['noted', 'toned']),\n", + " ('noteless', ['noteless', 'toneless']),\n", + " ('notices', ['contise', 'noetics', 'section']),\n", + " ('noughts', ['gunshot', 'shotgun', 'uhtsong']),\n", + " ('now', ['now', 'own', 'won']),\n", + " ('nows', ['snow', 'sown']),\n", + " ('nude', ['dune', 'nude', 'unde']),\n", + " ('nudity', ['nudity', 'untidy']),\n", + " ('nur', ['run', 'urn']),\n", + " ('nurs', ['snur']),\n", + " ('oaks', ['asok', 'soak', 'soka']),\n", + " ('ocean', ['acone', 'canoe', 'ocean']),\n", + " ('oceanic', ['cocaine', 'oceanic']),\n", + " ('oh', ['ho', 'oh']),\n", + " ('oils', ['silo', 'siol', 'soil', 'soli']),\n", + " ('okas', ['asok', 'soak', 'soka']),\n", + " ('oles', ['lose', 'sloe', 'sole']),\n", + " ('omits', ['moist']),\n", + " ('on', ['no', 'on']),\n", + " ('once', ['cone', 'once']),\n", + " ('opener', ['opener', 'reopen', 'repone']),\n", + " ('opt', ['opt', 'pot', 'top']),\n", + " ('option', ['option', 'potion']),\n", + " ('opts', ['post', 'spot', 'stop', 'tops']),\n", + " ('orbed', ['boder', 'orbed']),\n", + " ('ores', ['eros', 'rose', 'sero', 'sore']),\n", + " ('organist', ['orangist', 'organist', 'roasting', 'signator']),\n", + " ('oriental', ['oriental', 'relation']),\n", + " ('ought', ['ought', 'tough']),\n", + " ('oughts', ['sought']),\n", + " ('ours', ['ours', 'sour']),\n", + " ('outlook', ['lookout', 'outlook']),\n", + " ('overhang', ['overhang']),\n", + " ('overlay', ['layover', 'overlay']),\n", + " ('own', ['now', 'own', 'won']),\n", + " ('owns', ['snow', 'sown']),\n", + " ('owt', ['tow', 'two', 'wot']),\n", + " ('pace', ['cape', 'cepa', 'pace']),\n", + " ('packer', ['packer', 'repack']),\n", + " ('padle', ['padle', 'paled', 'pedal', 'plead']),\n", + " ('painter', ['painter', 'pertain', 'repaint']),\n", + " ('paired', ['diaper', 'paired']),\n", + " ('pal', ['alp', 'lap', 'pal']),\n", + " ('pale', ['leap', 'lepa', 'pale', 'peal', 'plea']),\n", + " ('paled', ['padle', 'paled', 'pedal', 'plead']),\n", + " ('pales', ['lapse', 'salep', 'saple', 'sepal', 'slape', 'spale', 'speal']),\n", + " ('palest', ['pastel', 'septal', 'staple']),\n", + " ('palets', ['pastel', 'septal', 'staple']),\n", + " ('palm', ['lamp', 'palm']),\n", + " ('pals', ['salp', 'slap']),\n", + " ('pam', ['amp', 'map', 'pam']),\n", + " ('pams', ['samp', 'spam']),\n", + " ('pan', ['nap', 'pan']),\n", + " ('panel', ['panel', 'penal', 'plane']),\n", + " ('pardie', ['diaper', 'paired']),\n", + " ('pare', ['aper', 'pare', 'pear', 'rape', 'reap']),\n", + " ('parks', ['spark']),\n", + " ('partim', ['armpit', 'impart']),\n", + " ('parts', ['spart', 'sprat', 'strap', 'traps']),\n", + " ('pass', ['pass']),\n", + " ('pastel', ['pastel', 'septal', 'staple']),\n", + " ('pat', ['apt', 'pat', 'tap']),\n", + " ('pate', ['pate', 'peat', 'tape', 'teap']),\n", + " ('pay', ['pay', 'pya', 'yap']),\n", + " ('pea', ['ape', 'pea']),\n", + " ('peaks', ['sapek', 'speak']),\n", + " ('peal', ['leap', 'lepa', 'pale', 'peal', 'plea']),\n", + " ('peals', ['lapse', 'salep', 'saple', 'sepal', 'slape', 'spale', 'speal']),\n", + " ('pear', ['aper', 'pare', 'pear', 'rape', 'reap']),\n", + " ('peat', ['pate', 'peat', 'tape', 'teap']),\n", + " ('pedal', ['padle', 'paled', 'pedal', 'plead']),\n", + " ('pela', ['leap', 'lepa', 'pale', 'peal', 'plea']),\n", + " ('pelas', ['lapse', 'salep', 'saple', 'sepal', 'slape', 'spale', 'speal']),\n", + " ('pelmas', ['sample']),\n", + " ('peltas', ['pastel', 'septal', 'staple']),\n", + " ('pelts', ['slept', 'spelt', 'splet']),\n", + " ('penal', ['panel', 'penal', 'plane']),\n", + " ('penster', ['penster', 'present', 'serpent', 'strepen']),\n", + " ('per', ['per', 'rep']),\n", + " ('pereon', ['opener', 'reopen', 'repone']),\n", + " ('peri', ['peri', 'pier', 'ripe']),\n", + " ('perone', ['opener', 'reopen', 'repone']),\n", + " ('pertain', ['painter', 'pertain', 'repaint']),\n", + " ('pest', ['pest', 'sept', 'spet', 'step']),\n", + " ('petals', ['pastel', 'septal', 'staple']),\n", + " ('pets', ['pest', 'sept', 'spet', 'step']),\n", + " ('pier', ['peri', 'pier', 'ripe']),\n", + " ('pills', ['spill']),\n", + " ('pin', ['nip', 'pin']),\n", + " ('pinots', ['piston']),\n", + " ('pins', ['snip', 'spin']),\n", + " ('pintos', ['piston']),\n", + " ('piston', ['piston']),\n", + " ('pit', ['pit', 'tip']),\n", + " ('pitons', ['piston']),\n", + " ('pits', ['pist', 'spit']),\n", + " ('plains', ['spinal']),\n", + " ('plane', ['panel', 'penal', 'plane']),\n", + " ('plaste', ['pastel', 'septal', 'staple']),\n", + " ('plates', ['pastel', 'septal', 'staple']),\n", + " ('plea', ['leap', 'lepa', 'pale', 'peal', 'plea']),\n", + " ('plead', ['padle', 'paled', 'pedal', 'plead']),\n", + " ('pleas', ['lapse', 'salep', 'saple', 'sepal', 'slape', 'spale', 'speal']),\n", + " ('pleats', ['pastel', 'septal', 'staple']),\n", + " ('plena', ['panel', 'penal', 'plane']),\n", + " ('plug', ['gulp', 'plug']),\n", + " ('plum', ['lump', 'plum']),\n", + " ('points', ['piston']),\n", + " ('polos', ['polos', 'sloop', 'spool']),\n", + " ('poodle', ['poodle']),\n", + " ('pooled', ['poodle']),\n", + " ('pools', ['polos', 'sloop', 'spool']),\n", + " ('pore', ['pore', 'rope']),\n", + " ('pores', ['poser', 'prose', 'ropes', 'spore']),\n", + " ('ports', ['sport', 'strop']),\n", + " ('poser', ['poser', 'prose', 'ropes', 'spore']),\n", + " ('post', ['post', 'spot', 'stop', 'tops']),\n", + " ('postin', ['piston']),\n", + " ('postman', ['postman', 'topsman']),\n", + " ('pot', ['opt', 'pot', 'top']),\n", + " ('potins', ['piston']),\n", + " ('potion', ['option', 'potion']),\n", + " ('pots', ['post', 'spot', 'stop', 'tops']),\n", + " ('praised', ['despair', 'pardesi']),\n", + " ('prats', ['spart', 'sprat', 'strap', 'traps']),\n", + " ('prays', ['raspy', 'spary', 'spray']),\n", + " ('pre', ['per', 'rep']),\n", + " ('present', ['penster', 'present', 'serpent', 'strepen']),\n", + " ('printer', ['printer', 'reprint']),\n", + " ('pronto', ['pronto', 'proton']),\n", + " ('prose', ['poser', 'prose', 'ropes', 'spore']),\n", + " ('prost', ['sport', 'strop']),\n", + " ('proton', ['pronto', 'proton']),\n", + " ('pya', ['pay', 'pya', 'yap']),\n", + " ('quiet', ['quiet', 'quite']),\n", + " ('quite', ['quiet', 'quite']),\n", + " ('race', ['acre', 'care', 'crea', 'race']),\n", + " ('races', ['carse', 'caser', 'ceras', 'scare', 'scrae']),\n", + " ('racket', ['racket', 'retack', 'tacker']),\n", + " ('rade', ['ared', 'daer', 'dare', 'dear', 'read']),\n", + " ('ragee', ['agree', 'eager', 'eagre']),\n", + " ('ragees', ['grease']),\n", + " ('raginis', ['raising']),\n", + " ('rail', ['aril', 'lair', 'lari', 'liar', 'lira', 'rail', 'rial']),\n", + " ('raising', ['raising']),\n", + " ('ram', ['arm', 'mar', 'ram']),\n", + " ('rams', ['arms']),\n", + " ('ramson', ['ramson', 'ransom']),\n", + " ('ransom', ['ramson', 'ransom']),\n", + " ('rape', ['aper', 'pare', 'pear', 'rape', 'reap']),\n", + " ('rare', ['rare', 'rear']),\n", + " ('rase', ['arse', 'rase', 'sare', 'sear', 'sera']),\n", + " ('raspy', ['raspy', 'spary', 'spray']),\n", + " ('rast', ['sart', 'star', 'stra', 'tars', 'tsar']),\n", + " ('rat', ['art', 'rat', 'tar', 'tra']),\n", + " ('rats', ['sart', 'star', 'stra', 'tars', 'tsar']),\n", + " ('raw', ['raw', 'war']),\n", + " ('rayle', ['early', 'layer', 'relay']),\n", + " ('rayles', ['reslay', 'slayer']),\n", + " ('react',\n", + " ['caret',\n", + " 'carte',\n", + " 'cater',\n", + " 'crate',\n", + " 'creat',\n", + " 'creta',\n", + " 'react',\n", + " 'recta',\n", + " 'trace']),\n", + " ('read', ['ared', 'daer', 'dare', 'dear', 'read']),\n", + " ('reader', ['reader', 'redare', 'reread']),\n", + " ('realist', ['realist', 'saltier']),\n", + " ('ream', ['mare', 'rame', 'ream']),\n", + " ('rean', ['earn', 'near', 'rane']),\n", + " ('reap', ['aper', 'pare', 'pear', 'rape', 'reap']),\n", + " ('rear', ['rare', 'rear']),\n", + " ('reared', ['reader', 'redare', 'reread']),\n", + " ('rebuild', ['builder', 'rebuild']),\n", + " ('recall', ['caller', 'cellar', 'recall']),\n", + " ('recede', ['decree', 'recede']),\n", + " ('recital', ['article', 'recital']),\n", + " ('recitals', ['altrices', 'selictar']),\n", + " ('recta',\n", + " ['caret',\n", + " 'carte',\n", + " 'cater',\n", + " 'crate',\n", + " 'creat',\n", + " 'creta',\n", + " 'react',\n", + " 'recta',\n", + " 'trace']),\n", + " ('rectos', ['corset', 'coster', 'escort', 'scoter', 'sector']),\n", + " ('recuse', ['ceruse', 'recuse', 'rescue', 'secure']),\n", + " ('recused', ['seducer']),\n", + " ('redeal', ['dealer', 'leader', 'redeal', 'relade', 'relead']),\n", + " ('redear', ['reader', 'redare', 'reread']),\n", + " ('redfin', ['finder', 'friend', 'redfin', 'refind']),\n", + " ('reduces', ['seducer']),\n", + " ('reearn', ['earner']),\n", + " ('reef', ['feer', 'free', 'reef']),\n", + " ('reest',\n", + " ['ester',\n", + " 'estre',\n", + " 'reest',\n", + " 'reset',\n", + " 'steer',\n", + " 'stere',\n", + " 'stree',\n", + " 'terse',\n", + " 'tsere']),\n", + " ('refed', ['defer', 'freed']),\n", + " ('refill', ['filler', 'refill']),\n", + " ('refind', ['finder', 'friend', 'redfin', 'refind']),\n", + " ('refining', ['infringe', 'refining']),\n", + " ('reform', ['former', 'reform']),\n", + " ('regal', ['argel', 'ergal', 'garle', 'glare', 'lager', 'large', 'regal']),\n", + " ('reheat', ['heater', 'hereat', 'reheat']),\n", + " ('reheats', ['thereas']),\n", + " ('reifs', ['serif']),\n", + " ('reins', ['reins', 'resin', 'rinse', 'risen', 'serin', 'siren']),\n", + " ('reird', ['drier', 'rider']),\n", + " ('reists', ['resist', 'restis', 'sister']),\n", + " ('rejoin', ['joiner', 'rejoin']),\n", + " ('relation', ['oriental', 'relation']),\n", + " ('relay', ['early', 'layer', 'relay']),\n", + " ('relayed', ['delayer', 'layered', 'redelay']),\n", + " ('relays', ['reslay', 'slayer']),\n", + " ('remain', ['marine', 'remain']),\n", + " ('remote', ['meteor', 'remote']),\n", + " ('rental', ['altern', 'antler', 'learnt', 'rental', 'ternal']),\n", + " ('rentals', ['saltern', 'starnel', 'sternal']),\n", + " ('reopen', ['opener', 'reopen', 'repone']),\n", + " ('rep', ['per', 'rep']),\n", + " ('repack', ['packer', 'repack']),\n", + " ('repaid', ['diaper', 'paired']),\n", + " ('repaint', ['painter', 'pertain', 'repaint']),\n", + " ('repel', ['leper', 'perle', 'repel']),\n", + " ('repents', ['penster', 'present', 'serpent', 'strepen']),\n", + " ('repins', ['respin', 'sniper']),\n", + " ('repo', ['pore', 'rope']),\n", + " ('repone', ['opener', 'reopen', 'repone']),\n", + " ('repos', ['poser', 'prose', 'ropes', 'spore']),\n", + " ('reprint', ['printer', 'reprint']),\n", + " ('reread', ['reader', 'redare', 'reread']),\n", + " ('rescue', ['ceruse', 'recuse', 'rescue', 'secure']),\n", + " ('rescued', ['seducer']),\n", + " ('resell', ['resell', 'seller']),\n", + " ('resend', ['resend', 'sender']),\n", + " ('reserve', ['reserve', 'resever', 'reverse', 'severer']),\n", + " ('reserved', ['deserver', 'reserved', 'reversed']),\n", + " ('reset',\n", + " ['ester',\n", + " 'estre',\n", + " 'reest',\n", + " 'reset',\n", + " 'steer',\n", + " 'stere',\n", + " 'stree',\n", + " 'terse',\n", + " 'tsere']),\n", + " ('reshow', ['shower']),\n", + " ('resin', ['reins', 'resin', 'rinse', 'risen', 'serin', 'siren']),\n", + " ('resist', ['resist', 'restis', 'sister']),\n", + " ('resits', ['resist', 'restis', 'sister']),\n", + " ('retack', ['racket', 'retack', 'tacker']),\n", + " ('retag', ['gater', 'grate', 'great', 'retag', 'targe']),\n", + " ('retails', ['realist', 'saltier']),\n", + " ('retes',\n", + " ['ester',\n", + " 'estre',\n", + " 'reest',\n", + " 'reset',\n", + " 'steer',\n", + " 'stere',\n", + " 'stree',\n", + " 'terse',\n", + " 'tsere']),\n", + " ('rethink', ['rethink', 'thinker']),\n", + " ('retrain', ['arterin', 'retrain', 'terrain', 'trainer']),\n", + " ('retund', ['runted', 'tunder', 'turned']),\n", + " ('reveres', ['reserve', 'resever', 'reverse', 'severer']),\n", + " ('reverse', ['reserve', 'resever', 'reverse', 'severer']),\n", + " ('reversed', ['deserver', 'reserved', 'reversed']),\n", + " ('review', ['review', 'viewer']),\n", + " ('rhies', ['hirse', 'shier', 'shire']),\n", + " ('rial', ['aril', 'lair', 'lari', 'liar', 'lira', 'rail', 'rial']),\n", + " ('rictus', ['citrus', 'rictus', 'rustic']),\n", + " ('rider', ['drier', 'rider']),\n", + " ('rifle', ['filer', 'flier', 'lifer', 'rifle']),\n", + " ('rines', ['reins', 'resin', 'rinse', 'risen', 'serin', 'siren']),\n", + " ('ring', ['girn', 'grin', 'ring']),\n", + " ('rinse', ['reins', 'resin', 'rinse', 'risen', 'serin', 'siren']),\n", + " ('ripe', ['peri', 'pier', 'ripe']),\n", + " ('ripens', ['respin', 'sniper']),\n", + " ('ripples', ['slipper']),\n", + " ('risen', ['reins', 'resin', 'rinse', 'risen', 'serin', 'siren']),\n", + " ('rite', ['iter', 'reit', 'rite', 'tier', 'tire']),\n", + " ('rival', ['rival', 'viral']),\n", + " ('roasting', ['orangist', 'organist', 'roasting', 'signator']),\n", + " ('robed', ['boder', 'orbed']),\n", + " ('robes', ['boser', 'brose', 'sober']),\n", + " ('rock', ['cork', 'rock']),\n", + " ('roes', ['eros', 'rose', 'sero', 'sore']),\n", + " ('romans', ['ramson', 'ransom']),\n", + " ('room', ['moor', 'moro', 'room']),\n", + " ('rope', ['pore', 'rope']),\n", + " ('ropes', ['poser', 'prose', 'ropes', 'spore']),\n", + " ('rose', ['eros', 'rose', 'sero', 'sore']),\n", + " ('rout', ['rout', 'toru', 'tour']),\n", + " ('rowdier', ['worried']),\n", + " ('ruby', ['bury', 'ruby']),\n", + " ('rule', ['lure', 'rule']),\n", + " ('ruled', ['duler', 'urled']),\n", + " ('rules', ['sluer']),\n", + " ('ruling', ['ruling', 'urling']),\n", + " ('run', ['run', 'urn']),\n", + " ('runs', ['snur']),\n", + " ('runted', ['runted', 'tunder', 'turned']),\n", + " ('runts', ['snurt', 'turns']),\n", + " ('rust', ['rust']),\n", + " ('rustic', ['citrus', 'rictus', 'rustic']),\n", + " ('rusts', ['truss']),\n", + " ('ruts', ['rust']),\n", + " ('sack', ['cask', 'sack']),\n", + " ('sacred', ['sacred']),\n", + " ('sag', ['gas', 'sag']),\n", + " ('saint', ['saint', 'satin', 'stain']),\n", + " ('sairing', ['raising']),\n", + " ('salep', ['lapse', 'salep', 'saple', 'sepal', 'slape', 'spale', 'speal']),\n", + " ('sales', ['salse']),\n", + " ('salesmen', ['lameness', 'maleness', 'maneless', 'nameless']),\n", + " ('salp', ['salp', 'slap']),\n", + " ('salse', ['salse']),\n", + " ('salt', ['last', 'salt', 'slat']),\n", + " ('salted', ['desalt', 'salted']),\n", + " ('saltern', ['saltern', 'starnel', 'sternal']),\n", + " ('saltier', ['realist', 'saltier']),\n", + " ('salting', ['lasting', 'salting', 'slating', 'staling']),\n", + " ('saltire', ['realist', 'saltier']),\n", + " ('samel', ['amsel', 'mesal', 'samel']),\n", + " ('samp', ['samp', 'spam']),\n", + " ('sample', ['sample']),\n", + " ('sang', ['sang', 'snag']),\n", + " ('santir', ['instar', 'santir', 'strain']),\n", + " ('saps', ['pass']),\n", + " ('sate', ['ates', 'east', 'eats', 'sate', 'seat', 'seta']),\n", + " ('satem', ['steam', 'stema']),\n", + " ('satin', ['saint', 'satin', 'stain']),\n", + " ('sauce', ['cause', 'sauce']),\n", + " ('sauces', ['causse']),\n", + " ('save', ['save', 'vase']),\n", + " ('saw', ['saw', 'swa', 'was']),\n", + " ('sawed', ['sawed']),\n", + " ('scab', ['scab']),\n", + " ('scan', ['scan']),\n", + " ('scar', ['scar']),\n", + " ('scare', ['carse', 'caser', 'ceras', 'scare', 'scrae']),\n", + " ('scared', ['sacred']),\n", + " ('scat', ['cast', 'scat']),\n", + " ('scent', ['scent']),\n", + " ...]" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "words_anagrams" + ] + }, + { + "cell_type": "markdown", + "id": "d91434bc", + "metadata": {}, + "source": [ + "The complexity of this algorithm is O(M * KlogK + N), much much faster!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "03ce3e28", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a2fc5ec4", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/anagrams/anagrams.ipynb b/exercises/anagrams/anagrams.ipynb new file mode 100644 index 0000000..2e6968d --- /dev/null +++ b/exercises/anagrams/anagrams.ipynb @@ -0,0 +1,210 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "245d99ab", + "metadata": {}, + "source": [ + "# Exercise: Find the anagrams for all words in a list" + ] + }, + { + "cell_type": "markdown", + "id": "d1e46c4a", + "metadata": {}, + "source": [ + "* You are given an English dictionary containing M words (“the dictionary”), and a separate list of N words (“the input”, saved in the file `words_to_search.txt`)\n", + "* For each word in the input, find all the anagrams in the dictionary (e.g., for input 'acme' the anagrams are `['acme', 'came', 'mace']`)\n", + "\n", + "How to proceed?\n", + "1. Write an algorithm to find all anagrams for one input word first\n", + "2. What is the Big-O class of this algorithm when executed the full N-words input?\n", + "3. Is there a way to pre-process the dictionary to improve the Big-O performance?" + ] + }, + { + "cell_type": "markdown", + "id": "b9b9cecd", + "metadata": {}, + "source": [ + "# 1. Load the system dictionary and the input words" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "24070a26", + "metadata": {}, + "outputs": [], + "source": [ + "# Load the system dictionary\n", + "with open('/usr/share/dict/words', 'r') as f:\n", + " dict_words = [w.strip() for w in f.readlines()]" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "4002fcdd", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['A',\n", + " 'a',\n", + " 'aa',\n", + " 'aal',\n", + " 'aalii',\n", + " '...',\n", + " 'zythem',\n", + " 'Zythia',\n", + " 'zythum',\n", + " 'Zyzomys',\n", + " 'Zyzzogeton']" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Print the start and end of the dictionary\n", + "dict_words[:5] + ['...'] + dict_words[-5:]" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "823537ef", + "metadata": {}, + "outputs": [], + "source": [ + "# Load the input words\n", + "with open('words_to_search.txt', 'r') as f:\n", + " words = [w.strip() for w in f.readlines()]" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "4ccec6a3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['acer',\n", + " 'acers',\n", + " 'aces',\n", + " 'aches',\n", + " 'acme',\n", + " '...',\n", + " 'yap',\n", + " 'yaw',\n", + " 'yea',\n", + " 'zendo',\n", + " 'zoned']" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Print the start and end of the input list\n", + "words[:5] + ['...'] + words[-5:]" + ] + }, + { + "cell_type": "markdown", + "id": "14d91685", + "metadata": {}, + "source": [ + "# 2. Look for the anagrams of one input word, e.g. \"organ\"\n", + "\n", + "* There are several anagrams, including \"groan\" and \"argon\".\n", + "\n", + "* What is the Big-O performance oh your algorithm? In terms of M, the number of words in the dictionary, and K, the number of letters in a word" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "badf44c1", + "metadata": {}, + "outputs": [], + "source": [ + "word = 'organ'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ef938d95", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "7cd1196c", + "metadata": {}, + "source": [ + "The performance of this implementation is ... ." + ] + }, + { + "cell_type": "markdown", + "id": "115c3219", + "metadata": {}, + "source": [ + "# 3. Look for the anagrams of the words in the input list\n", + "\n", + "* How does the Big-O performance of your one-word implementation scale to an input list of M words?\n", + "* Is there a way to pre-process the dictionary words in a data structure that is better suited for this task?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "03ce3e28", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a2fc5ec4", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/anagrams/anagrams_solution.ipynb b/exercises/anagrams/anagrams_solution.ipynb new file mode 100644 index 0000000..57a9da9 --- /dev/null +++ b/exercises/anagrams/anagrams_solution.ipynb @@ -0,0 +1,1451 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "245d99ab", + "metadata": {}, + "source": [ + "# Exercise: Find the anagrams for all words in a list" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "d1e46c4a", + "metadata": {}, + "source": [ + "* You are given an English dictionary containing M words (“the dictionary”), and a separate list of N words (“the input”, saved in the file `words_to_search.txt`)\n", + "* For each word in the input, find all the anagrams in the dictionary (e.g., for input 'acme' the anagrams are `['acme', 'came', 'mace']`)\n", + "\n", + "How to proceed?\n", + "1. Write an algorithm to find all anagrams for one input word first\n", + "2. What is the Big-O class of this algorithm when executed the full N-words input?\n", + "3. Is there a way to pre-process the dictionary to improve the Big-O performance?" + ] + }, + { + "cell_type": "markdown", + "id": "b9b9cecd", + "metadata": {}, + "source": [ + "# 1. Load the system dictionary and the input words" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "24070a26", + "metadata": {}, + "outputs": [], + "source": [ + "# Load the system dictionary\n", + "with open('/usr/share/dict/words', 'r') as f:\n", + " dict_words = [w.strip() for w in f.readlines()]" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "4002fcdd", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['A',\n", + " 'a',\n", + " 'aa',\n", + " 'aal',\n", + " 'aalii',\n", + " '...',\n", + " 'zythem',\n", + " 'Zythia',\n", + " 'zythum',\n", + " 'Zyzomys',\n", + " 'Zyzzogeton']" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Print the start and end of the dictionary\n", + "dict_words[:5] + ['...'] + dict_words[-5:]" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "823537ef", + "metadata": {}, + "outputs": [], + "source": [ + "# Load the input words\n", + "with open('words_to_search.txt', 'r') as f:\n", + " words = [w.strip() for w in f.readlines()]" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "4ccec6a3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['acer',\n", + " 'acers',\n", + " 'aces',\n", + " 'aches',\n", + " 'acme',\n", + " '...',\n", + " 'yap',\n", + " 'yaw',\n", + " 'yea',\n", + " 'zendo',\n", + " 'zoned']" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Print the start and end of the input list\n", + "words[:5] + ['...'] + words[-5:]" + ] + }, + { + "cell_type": "markdown", + "id": "14d91685", + "metadata": {}, + "source": [ + "# 2. Look for the anagrams of one input word, e.g. \"organ\"\n", + "\n", + "* There are several anagrams, including \"groan\" and \"argon\".\n", + "\n", + "* What is the Big-O performance oh your algorithm? In terms of M, the number of words in the dictionary, and K, the number of letters in a word" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "badf44c1", + "metadata": {}, + "outputs": [], + "source": [ + "word = 'organ'" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "551e6b54", + "metadata": {}, + "outputs": [], + "source": [ + "anagrams = []\n", + "for dict_word in dict_words: # O(M)\n", + " if sorted(word) == sorted(dict_word): # 2 * O(K log K) ~ O(K log K)\n", + " anagrams.append(dict_word) # O(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "84294a2f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['angor',\n", + " 'argon',\n", + " 'goran',\n", + " 'grano',\n", + " 'groan',\n", + " 'nagor',\n", + " 'orang',\n", + " 'organ',\n", + " 'rogan']" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "anagrams" + ] + }, + { + "cell_type": "markdown", + "id": "7cd1196c", + "metadata": {}, + "source": [ + "The performance of this implementation is O(M * K log K).\n", + "\n", + "Note that instead of sorting , we could use a dictionary mapping letters to letter counts. This would make the performance even better, O(M * K)! However, in practice it would make little difference and would make the code more complicated, so we'll leave it like this." + ] + }, + { + "cell_type": "markdown", + "id": "115c3219", + "metadata": {}, + "source": [ + "# 3. Look for the anagrams of the words in the input list\n", + "\n", + "* How does the Big-O performance of your one-word implementation scale to an input list of M words?\n", + "* Is there a way to pre-process the dictionary words in a data structure that is better suited for this task?" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "e00054ff", + "metadata": {}, + "outputs": [ + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[18], line 12\u001b[0m\n\u001b[1;32m 10\u001b[0m words_anagrams \u001b[38;5;241m=\u001b[39m []\n\u001b[1;32m 11\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m word \u001b[38;5;129;01min\u001b[39;00m words: \u001b[38;5;66;03m# O(M)\u001b[39;00m\n\u001b[0;32m---> 12\u001b[0m anagrams \u001b[38;5;241m=\u001b[39m find_anagrams(word, dict_words)\n\u001b[1;32m 13\u001b[0m words_anagrams\u001b[38;5;241m.\u001b[39mappend((word, anagrams))\n", + "Cell \u001b[0;32mIn[18], line 6\u001b[0m, in \u001b[0;36mfind_anagrams\u001b[0;34m(word, dict_words)\u001b[0m\n\u001b[1;32m 4\u001b[0m anagrams \u001b[38;5;241m=\u001b[39m []\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m dict_word \u001b[38;5;129;01min\u001b[39;00m dict_words: \u001b[38;5;66;03m# O(N)\u001b[39;00m\n\u001b[0;32m----> 6\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28msorted\u001b[39m(word) \u001b[38;5;241m==\u001b[39m \u001b[38;5;28msorted\u001b[39m(dict_word): \u001b[38;5;66;03m# O(K log K)\u001b[39;00m\n\u001b[1;32m 7\u001b[0m anagrams\u001b[38;5;241m.\u001b[39mappend(dict_word) \u001b[38;5;66;03m# O(1)\u001b[39;00m\n\u001b[1;32m 8\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m anagrams\n", + "\u001b[0;31mKeyboardInterrupt\u001b[0m: " + ] + } + ], + "source": [ + "# Naive implementation, it takes a long time\n", + "\n", + "def find_anagrams(word, dict_words):\n", + " anagrams = []\n", + " for dict_word in dict_words: # O(N)\n", + " if sorted(word) == sorted(dict_word): # O(K log K)\n", + " anagrams.append(dict_word) # O(1)\n", + " return anagrams\n", + "\n", + "words_anagrams = []\n", + "for word in words: # O(M)\n", + " anagrams = find_anagrams(word, dict_words)\n", + " words_anagrams.append((word, anagrams)) # O(1)" + ] + }, + { + "cell_type": "markdown", + "id": "297fdc78", + "metadata": {}, + "source": [ + "The complexity of this algorithm is O(M * N * KlogK), where M is the length of the list of words to search, N is the length of words in the dictionary, and K is the length of words." + ] + }, + { + "cell_type": "markdown", + "id": "48947a28", + "metadata": {}, + "source": [ + "# What if we pre-process the dictionary in a data structure that is better suited for this task?" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "3ad5dccd", + "metadata": {}, + "outputs": [], + "source": [ + "anagrams_map = {}\n", + "for dict_word in dict_words: # O(N)\n", + " letters = tuple(sorted(dict_word)) # O(K log K)\n", + " if letters not in anagrams_map: # O(1)\n", + " anagrams_map[letters] = [] # O(1)\n", + " anagrams_map[letters].append(dict_word) # O(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "786fec1b", + "metadata": {}, + "outputs": [], + "source": [ + "words_anagrams = []\n", + "final_words = []\n", + "for word in words: # O(M)\n", + " letters = tuple(sorted(word)) # O(K log K)\n", + " if letters not in anagrams_map: # O(1)\n", + " print('This word is not in the system dictionary -- skipping', word)\n", + " continue\n", + " else:\n", + " final_words.append(word)\n", + " words_anagrams.append((word, anagrams_map[letters])) # O(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "dda842a1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[('acer', ['acre', 'care', 'crea', 'race']),\n", + " ('acers', ['carse', 'caser', 'ceras', 'scare', 'scrae']),\n", + " ('aces', ['case', 'esca']),\n", + " ('aches', ['chase']),\n", + " ('acme', ['acme', 'came', 'mace']),\n", + " ('acned', ['dance', 'decan']),\n", + " ('acre', ['acre', 'care', 'crea', 'race']),\n", + " ('acres', ['carse', 'caser', 'ceras', 'scare', 'scrae']),\n", + " ('act', ['act', 'cat']),\n", + " ('acts', ['cast', 'scat']),\n", + " ('acyl', ['acyl', 'clay', 'lacy']),\n", + " ('add', ['add', 'dad']),\n", + " ('adverb', ['adverb']),\n", + " ('aesc', ['case', 'esca']),\n", + " ('aether', ['heater', 'hereat', 'reheat']),\n", + " ('aethers', ['thereas']),\n", + " ('afield', ['afield', 'defial']),\n", + " ('aft', ['aft', 'fat']),\n", + " ('agree', ['agree', 'eager', 'eagre']),\n", + " ('agrees', ['grease']),\n", + " ('ags', ['gas', 'sag']),\n", + " ('ah', ['ah', 'ha']),\n", + " ('ahs', ['ash', 'sah', 'sha']),\n", + " ('aide', ['aide', 'idea']),\n", + " ('aides', ['aside']),\n", + " ('airings', ['raising']),\n", + " ('airmen', ['marine', 'remain']),\n", + " ('alloy', ['alloy', 'loyal']),\n", + " ('almes', ['amsel', 'mesal', 'samel']),\n", + " ('alp', ['alp', 'lap', 'pal']),\n", + " ('alps', ['salp', 'slap']),\n", + " ('altern', ['altern', 'antler', 'learnt', 'rental', 'ternal']),\n", + " ('altrices', ['altrices', 'selictar']),\n", + " ('alts', ['last', 'salt', 'slat']),\n", + " ('am', ['am', 'ma']),\n", + " ('amen', ['amen', 'enam', 'mane', 'mean', 'name', 'nema']),\n", + " ('amp', ['amp', 'map', 'pam']),\n", + " ('amps', ['samp', 'spam']),\n", + " ('anglist', ['lasting', 'salting', 'slating', 'staling']),\n", + " ('anils', ['sinal', 'slain', 'snail']),\n", + " ('ant', ['ant', 'nat', 'tan']),\n", + " ('antis', ['saint', 'satin', 'stain']),\n", + " ('antler', ['altern', 'antler', 'learnt', 'rental', 'ternal']),\n", + " ('antlers', ['saltern', 'starnel', 'sternal']),\n", + " ('any', ['any', 'nay', 'yan']),\n", + " ('ape', ['ape', 'pea']),\n", + " ('aper', ['aper', 'pare', 'pear', 'rape', 'reap']),\n", + " ('apt', ['apt', 'pat', 'tap']),\n", + " ('arb', ['bar', 'bra', 'rab']),\n", + " ('arc', ['arc', 'car']),\n", + " ('arcs', ['scar']),\n", + " ('are', ['aer', 'are', 'ear', 'era', 'rea']),\n", + " ('ared', ['ared', 'daer', 'dare', 'dear', 'read']),\n", + " ('ares', ['arse', 'rase', 'sare', 'sear', 'sera']),\n", + " ('argle', ['argel', 'ergal', 'garle', 'glare', 'lager', 'large', 'regal']),\n", + " ('aril', ['aril', 'lair', 'lari', 'liar', 'lira', 'rail', 'rial']),\n", + " ('arising', ['raising']),\n", + " ('arm', ['arm', 'mar', 'ram']),\n", + " ('armpit', ['armpit', 'impart']),\n", + " ('arms', ['arms']),\n", + " ('arse', ['arse', 'rase', 'sare', 'sear', 'sera']),\n", + " ('art', ['art', 'rat', 'tar', 'tra']),\n", + " ('article', ['article', 'recital']),\n", + " ('articles', ['altrices', 'selictar']),\n", + " ('arts', ['sart', 'star', 'stra', 'tars', 'tsar']),\n", + " ('arty', ['arty', 'atry', 'tray']),\n", + " ('ash', ['ash', 'sah', 'sha']),\n", + " ('aside', ['aside']),\n", + " ('aspired', ['despair', 'pardesi']),\n", + " ('asps', ['pass']),\n", + " ('ate', ['ate', 'eat', 'eta', 'tae', 'tea']),\n", + " ('ates', ['ates', 'east', 'eats', 'sate', 'seat', 'seta']),\n", + " ('atoners', ['noreast', 'rosetan', 'seatron', 'senator', 'treason']),\n", + " ('attic', ['attic', 'tacit']),\n", + " ('aves', ['save', 'vase']),\n", + " ('aye', ['aye', 'yea']),\n", + " ('backward', ['backward', 'drawback']),\n", + " ('bad', ['bad', 'dab']),\n", + " ('bag', ['bag', 'gab']),\n", + " ('bake', ['bake', 'beak']),\n", + " ('baker', ['baker', 'brake', 'break']),\n", + " ('balm', ['balm', 'lamb']),\n", + " ('bar', ['bar', 'bra', 'rab']),\n", + " ('bare', ['bare', 'bear', 'brae']),\n", + " ('bast', ['bast', 'bats', 'stab']),\n", + " ('bat', ['bat', 'tab']),\n", + " ('batlet', ['battel', 'battle', 'tablet']),\n", + " ('bats', ['bast', 'bats', 'stab']),\n", + " ('battel', ['battel', 'battle', 'tablet']),\n", + " ('battle', ['battel', 'battle', 'tablet']),\n", + " ('beak', ['bake', 'beak']),\n", + " ('bear', ['bare', 'bear', 'brae']),\n", + " ('begin', ['begin', 'being', 'binge']),\n", + " ('being', ['begin', 'being', 'binge']),\n", + " ('below', ['below', 'bowel', 'elbow']),\n", + " ('best', ['best']),\n", + " ('bets', ['best']),\n", + " ('binge', ['begin', 'being', 'binge']),\n", + " ('blam', ['balm', 'lamb']),\n", + " ('blot', ['blot', 'bolt']),\n", + " ('blow', ['blow', 'bowl']),\n", + " ('bludier', ['builder', 'rebuild']),\n", + " ('bluest', ['bustle', 'sublet', 'subtle']),\n", + " ('bluets', ['bustle', 'sublet', 'subtle']),\n", + " ('bolt', ['blot', 'bolt']),\n", + " ('bombed', ['bombed']),\n", + " ('borde', ['boder', 'orbed']),\n", + " ('bored', ['boder', 'orbed']),\n", + " ('bores', ['boser', 'brose', 'sober']),\n", + " ('boss', ['boss']),\n", + " ('bourne', ['unrobe']),\n", + " ('bowel', ['below', 'bowel', 'elbow']),\n", + " ('bowl', ['blow', 'bowl']),\n", + " ('bra', ['bar', 'bra', 'rab']),\n", + " ('brae', ['bare', 'bear', 'brae']),\n", + " ('brag', ['brag', 'garb', 'grab']),\n", + " ('brake', ['baker', 'brake', 'break']),\n", + " ('braved', ['adverb']),\n", + " ('break', ['baker', 'brake', 'break']),\n", + " ('brief', ['bifer', 'brief', 'fiber']),\n", + " ('brose', ['boser', 'brose', 'sober']),\n", + " ('brush', ['brush', 'shrub']),\n", + " ('buhrs', ['brush', 'shrub']),\n", + " ('builder', ['builder', 'rebuild']),\n", + " ('burden', ['bunder', 'burden', 'burned', 'unbred']),\n", + " ('burned', ['bunder', 'burden', 'burned', 'unbred']),\n", + " ('bury', ['bury', 'ruby']),\n", + " ('bush', ['bush']),\n", + " ('bust', ['bust', 'stub']),\n", + " ('bustle', ['bustle', 'sublet', 'subtle']),\n", + " ('but', ['but', 'tub']),\n", + " ('butles', ['bustle', 'sublet', 'subtle']),\n", + " ('buts', ['bust', 'stub']),\n", + " ('cab', ['bac', 'cab']),\n", + " ('cabs', ['scab']),\n", + " ('cadres', ['sacred']),\n", + " ('cafe', ['face']),\n", + " ('caller', ['caller', 'cellar', 'recall']),\n", + " ('calm', ['calm', 'clam']),\n", + " ('calo', ['alco', 'coal', 'cola', 'loca']),\n", + " ('came', ['acme', 'came', 'mace']),\n", + " ('caned', ['dance', 'decan']),\n", + " ('canoe', ['acone', 'canoe', 'ocean']),\n", + " ('cans', ['scan']),\n", + " ('cape', ['cape', 'cepa', 'pace']),\n", + " ('car', ['arc', 'car']),\n", + " ('care', ['acre', 'care', 'crea', 'race']),\n", + " ('cares', ['carse', 'caser', 'ceras', 'scare', 'scrae']),\n", + " ('caret',\n", + " ['caret',\n", + " 'carte',\n", + " 'cater',\n", + " 'crate',\n", + " 'creat',\n", + " 'creta',\n", + " 'react',\n", + " 'recta',\n", + " 'trace']),\n", + " ('carol', ['calor', 'carol', 'claro', 'coral']),\n", + " ('carp', ['carp', 'crap']),\n", + " ('cars', ['scar']),\n", + " ('carse', ['carse', 'caser', 'ceras', 'scare', 'scrae']),\n", + " ('carte',\n", + " ['caret',\n", + " 'carte',\n", + " 'cater',\n", + " 'crate',\n", + " 'creat',\n", + " 'creta',\n", + " 'react',\n", + " 'recta',\n", + " 'trace']),\n", + " ('case', ['case', 'esca']),\n", + " ('cask', ['cask', 'sack']),\n", + " ('cast', ['cast', 'scat']),\n", + " ('cat', ['act', 'cat']),\n", + " ('cater',\n", + " ['caret',\n", + " 'carte',\n", + " 'cater',\n", + " 'crate',\n", + " 'creat',\n", + " 'creta',\n", + " 'react',\n", + " 'recta',\n", + " 'trace']),\n", + " ('cats', ['cast', 'scat']),\n", + " ('cause', ['cause', 'sauce']),\n", + " ('causes', ['causse']),\n", + " ('ceas', ['case', 'esca']),\n", + " ('cedars', ['sacred']),\n", + " ('cedi', ['dice', 'iced']),\n", + " ('cellar', ['caller', 'cellar', 'recall']),\n", + " ('cents', ['scent']),\n", + " ('cereus', ['ceruse', 'recuse', 'rescue', 'secure']),\n", + " ('ceruse', ['ceruse', 'recuse', 'rescue', 'secure']),\n", + " ('cesure', ['ceruse', 'recuse', 'rescue', 'secure']),\n", + " ('charm', ['charm', 'march']),\n", + " ('charmer', ['charmer', 'marcher', 'remarch']),\n", + " ('charming', ['charming']),\n", + " ('chase', ['chase']),\n", + " ('cheating', ['cheating', 'teaching']),\n", + " ('chetnik', ['kitchen', 'thicken']),\n", + " ('chin', ['chin', 'inch']),\n", + " ('chit', ['chit', 'itch']),\n", + " ('chum', ['chum', 'much']),\n", + " ('cion', ['cion', 'coin', 'icon']),\n", + " ('citrus', ['citrus', 'rictus', 'rustic']),\n", + " ('clam', ['calm', 'clam']),\n", + " ('claro', ['calor', 'carol', 'claro', 'coral']),\n", + " ('clay', ['acyl', 'clay', 'lacy']),\n", + " ('cloud', ['cloud', 'could']),\n", + " ('coal', ['alco', 'coal', 'cola', 'loca']),\n", + " ('cocaine', ['cocaine', 'oceanic']),\n", + " ('cod', ['cod', 'doc']),\n", + " ('coin', ['cion', 'coin', 'icon']),\n", + " ('cola', ['alco', 'coal', 'cola', 'loca']),\n", + " ('comics', ['cosmic']),\n", + " ('cone', ['cone', 'once']),\n", + " ('coni', ['cion', 'coin', 'icon']),\n", + " ('cool', ['cool', 'loco']),\n", + " ('coral', ['calor', 'carol', 'claro', 'coral']),\n", + " ('cork', ['cork', 'rock']),\n", + " ('corset', ['corset', 'coster', 'escort', 'scoter', 'sector']),\n", + " ('corvet', ['covert', 'vector']),\n", + " ('cosmic', ['cosmic']),\n", + " ('coster', ['corset', 'coster', 'escort', 'scoter', 'sector']),\n", + " ('could', ['cloud', 'could']),\n", + " ('covert', ['covert', 'vector']),\n", + " ('crap', ['carp', 'crap']),\n", + " ('crate',\n", + " ['caret',\n", + " 'carte',\n", + " 'cater',\n", + " 'crate',\n", + " 'creat',\n", + " 'creta',\n", + " 'react',\n", + " 'recta',\n", + " 'trace']),\n", + " ('crews', ['screw']),\n", + " ('dab', ['bad', 'dab']),\n", + " ('dad', ['add', 'dad']),\n", + " ('dah', ['dah', 'dha', 'had']),\n", + " ('dairy', ['dairy', 'diary', 'yaird']),\n", + " ('dale', ['dale', 'deal', 'lade', 'lead']),\n", + " ('dalets', ['desalt', 'salted']),\n", + " ('dali', ['dali', 'dial', 'laid']),\n", + " ('dam', ['dam', 'mad']),\n", + " ('dance', ['dance', 'decan']),\n", + " ('dare', ['ared', 'daer', 'dare', 'dear', 'read']),\n", + " ('dashed', ['dashed', 'shaded']),\n", + " ('dawn', ['dawn', 'wand']),\n", + " ('deaf', ['deaf', 'fade']),\n", + " ('deal', ['dale', 'deal', 'lade', 'lead']),\n", + " ('dealer', ['dealer', 'leader', 'redeal', 'relade', 'relead']),\n", + " ('dear', ['ared', 'daer', 'dare', 'dear', 'read']),\n", + " ('dearer', ['reader', 'redare', 'reread']),\n", + " ('death', ['death']),\n", + " ('deaws', ['sawed']),\n", + " ('declines', ['licensed', 'silenced']),\n", + " ('decree', ['decree', 'recede']),\n", + " ('deens', ['dense', 'needs']),\n", + " ('defer', ['defer', 'freed']),\n", + " ('deil', ['idle', 'lied']),\n", + " ('delayer', ['delayer', 'layered', 'redelay']),\n", + " ('deli', ['idle', 'lied']),\n", + " ('deltas', ['desalt', 'salted']),\n", + " ('denes', ['dense', 'needs']),\n", + " ('dense', ['dense', 'needs']),\n", + " ('denser', ['resend', 'sender']),\n", + " ('desalt', ['desalt', 'salted']),\n", + " ('deserver', ['deserver', 'reserved', 'reversed']),\n", + " ('despair', ['despair', 'pardesi']),\n", + " ('devote', ['devote']),\n", + " ('dew', ['dew', 'wed']),\n", + " ('dial', ['dali', 'dial', 'laid']),\n", + " ('diaper', ['diaper', 'paired']),\n", + " ('diapers', ['despair', 'pardesi']),\n", + " ('diary', ['dairy', 'diary', 'yaird']),\n", + " ('dice', ['dice', 'iced']),\n", + " ('diel', ['idle', 'lied']),\n", + " ('diet', ['diet', 'dite', 'edit', 'tide', 'tied']),\n", + " ('dikes', ['skied']),\n", + " ('dimple', ['dimple']),\n", + " ('direr', ['drier', 'rider']),\n", + " ('disease', ['disease', 'seaside']),\n", + " ('disk', ['disk', 'skid']),\n", + " ('dite', ['diet', 'dite', 'edit', 'tide', 'tied']),\n", + " ('doc', ['cod', 'doc']),\n", + " ('doen', ['done', 'node']),\n", + " ('dog', ['dog', 'god']),\n", + " ('dogs', ['dogs']),\n", + " ('don', ['don', 'nod']),\n", + " ('done', ['done', 'node']),\n", + " ('doom', ['doom', 'mood']),\n", + " ('dozen', ['dozen', 'zoned']),\n", + " ('draw', ['draw', 'ward']),\n", + " ('drawback', ['backward', 'drawback']),\n", + " ('dreare', ['reader', 'redare', 'reread']),\n", + " ('drier', ['drier', 'rider']),\n", + " ('dune', ['dune', 'nude', 'unde']),\n", + " ('dunite', ['dunite', 'united', 'untied']),\n", + " ('dusty', ['dusty', 'study']),\n", + " ('eager', ['agree', 'eager', 'eagre']),\n", + " ('eagers', ['grease']),\n", + " ('eagre', ['agree', 'eager', 'eagre']),\n", + " ('eagres', ['grease']),\n", + " ('ear', ['aer', 'are', 'ear', 'era', 'rea']),\n", + " ('eard', ['ared', 'daer', 'dare', 'dear', 'read']),\n", + " ('early', ['early', 'layer', 'relay']),\n", + " ('earn', ['earn', 'near', 'rane']),\n", + " ('earner', ['earner']),\n", + " ('ears', ['arse', 'rase', 'sare', 'sear', 'sera']),\n", + " ('earthy', ['earthy', 'hearty', 'yearth']),\n", + " ('east', ['ates', 'east', 'eats', 'sate', 'seat', 'seta']),\n", + " ('eastling', ['genitals', 'stealing']),\n", + " ('eat', ['ate', 'eat', 'eta', 'tae', 'tea']),\n", + " ('eath', ['haet', 'hate', 'heat']),\n", + " ('eats', ['ates', 'east', 'eats', 'sate', 'seat', 'seta']),\n", + " ('edit', ['diet', 'dite', 'edit', 'tide', 'tied']),\n", + " ('eel', ['eel', 'lee']),\n", + " ('egos', ['goes', 'sego']),\n", + " ('eh', ['eh', 'he']),\n", + " ('eild', ['idle', 'lied']),\n", + " ('elbow', ['below', 'bowel', 'elbow']),\n", + " ('elints', ['enlist', 'listen', 'silent', 'tinsel']),\n", + " ('emit', ['emit', 'item', 'mite', 'time']),\n", + " ('emits', ['metis', 'smite', 'stime', 'times']),\n", + " ('emoter', ['meteor', 'remote']),\n", + " ('enders', ['resend', 'sender']),\n", + " ('enfiring', ['infringe', 'refining']),\n", + " ('enlist', ['enlist', 'listen', 'silent', 'tinsel']),\n", + " ('enlisted', ['enlisted', 'lintseed']),\n", + " ('era', ['aer', 'are', 'ear', 'era', 'rea']),\n", + " ('eras', ['arse', 'rase', 'sare', 'sear', 'sera']),\n", + " ('eros', ['eros', 'rose', 'sero', 'sore']),\n", + " ('escar', ['carse', 'caser', 'ceras', 'scare', 'scrae']),\n", + " ('escort', ['corset', 'coster', 'escort', 'scoter', 'sector']),\n", + " ('ester',\n", + " ['ester',\n", + " 'estre',\n", + " 'reest',\n", + " 'reset',\n", + " 'steer',\n", + " 'stere',\n", + " 'stree',\n", + " 'terse',\n", + " 'tsere']),\n", + " ('eta', ['ate', 'eat', 'eta', 'tae', 'tea']),\n", + " ('etas', ['ates', 'east', 'eats', 'sate', 'seat', 'seta']),\n", + " ('ether', ['ether', 'rethe', 'theer', 'there', 'three']),\n", + " ('evil', ['evil', 'live', 'veil', 'vile', 'vlei']),\n", + " ('evils', ['slive']),\n", + " ('ewts', ['stew', 'west']),\n", + " ('except', ['except', 'expect']),\n", + " ('exist', ['exist', 'sixte']),\n", + " ('exits', ['exist', 'sixte']),\n", + " ('expect', ['except', 'expect']),\n", + " ('face', ['face']),\n", + " ('fade', ['deaf', 'fade']),\n", + " ('failed', ['afield', 'defial']),\n", + " ('faker', ['faker', 'freak']),\n", + " ('fare', ['fare', 'fear', 'frae']),\n", + " ('farmed', ['framed']),\n", + " ('farming', ['farming', 'framing']),\n", + " ('fast', ['fast', 'saft']),\n", + " ('fat', ['aft', 'fat']),\n", + " ('fate', ['atef', 'fate', 'feat']),\n", + " ('fats', ['fast', 'saft']),\n", + " ('fear', ['fare', 'fear', 'frae']),\n", + " ('feat', ['atef', 'fate', 'feat']),\n", + " ('feel', ['feel', 'flee']),\n", + " ('feer', ['feer', 'free', 'reef']),\n", + " ('felid', ['felid', 'field']),\n", + " ('felt', ['felt', 'flet', 'left']),\n", + " ('fere', ['feer', 'free', 'reef']),\n", + " ('feta', ['atef', 'fate', 'feat']),\n", + " ('fiber', ['bifer', 'brief', 'fiber']),\n", + " ('fibre', ['bifer', 'brief', 'fiber']),\n", + " ('field', ['felid', 'field']),\n", + " ('filed', ['felid', 'field']),\n", + " ('filer', ['filer', 'flier', 'lifer', 'rifle']),\n", + " ('filets', ['itself', 'stifle']),\n", + " ('filler', ['filler', 'refill']),\n", + " ('finder', ['finder', 'friend', 'redfin', 'refind']),\n", + " ('finer', ['finer', 'infer']),\n", + " ('finger', ['finger', 'fringe']),\n", + " ('fired', ['fired', 'fried']),\n", + " ('fires', ['serif']),\n", + " ('fist', ['fist', 'sift']),\n", + " ('fitness', ['fitness']),\n", + " ('fits', ['fist', 'sift']),\n", + " ('flee', ['feel', 'flee']),\n", + " ('flesh', ['flesh', 'shelf']),\n", + " ('flied', ['felid', 'field']),\n", + " ('flier', ['filer', 'flier', 'lifer', 'rifle']),\n", + " ('fliest', ['itself', 'stifle']),\n", + " ('flites', ['itself', 'stifle']),\n", + " ('flog', ['flog', 'golf']),\n", + " ('flow', ['flow', 'fowl', 'wolf']),\n", + " ('flue', ['flue', 'fuel']),\n", + " ('form', ['form', 'from']),\n", + " ('former', ['former', 'reform']),\n", + " ('forth', ['forth', 'froth']),\n", + " ('fowl', ['flow', 'fowl', 'wolf']),\n", + " ('frae', ['fare', 'fear', 'frae']),\n", + " ('framed', ['framed']),\n", + " ('framing', ['farming', 'framing']),\n", + " ('freak', ['faker', 'freak']),\n", + " ('free', ['feer', 'free', 'reef']),\n", + " ('freed', ['defer', 'freed']),\n", + " ('fried', ['fired', 'fried']),\n", + " ('friend', ['finder', 'friend', 'redfin', 'refind']),\n", + " ('fries', ['serif']),\n", + " ('fringe', ['finger', 'fringe']),\n", + " ('frise', ['serif']),\n", + " ('from', ['form', 'from']),\n", + " ('froth', ['forth', 'froth']),\n", + " ('fuel', ['flue', 'fuel']),\n", + " ('furs', ['surf']),\n", + " ('gab', ['bag', 'gab']),\n", + " ('gals', ['slag']),\n", + " ('gaps', ['gasp']),\n", + " ('garb', ['brag', 'garb', 'grab']),\n", + " ('gas', ['gas', 'sag']),\n", + " ('gasp', ['gasp']),\n", + " ('gater', ['gater', 'grate', 'great', 'retag', 'targe']),\n", + " ('geare', ['agree', 'eager', 'eagre']),\n", + " ('geares', ['grease']),\n", + " ('gel', ['gel', 'leg']),\n", + " ('gelatins', ['genitals', 'stealing']),\n", + " ('genitals', ['genitals', 'stealing']),\n", + " ('geos', ['goes', 'sego']),\n", + " ('girn', ['girn', 'grin', 'ring']),\n", + " ('glare', ['argel', 'ergal', 'garle', 'glare', 'lager', 'large', 'regal']),\n", + " ('god', ['dog', 'god']),\n", + " ('gods', ['dogs']),\n", + " ('goes', ['goes', 'sego']),\n", + " ('golf', ['flog', 'golf']),\n", + " ('grab', ['brag', 'garb', 'grab']),\n", + " ('grate', ['gater', 'grate', 'great', 'retag', 'targe']),\n", + " ('grease', ['grease']),\n", + " ('great', ['gater', 'grate', 'great', 'retag', 'targe']),\n", + " ('grin', ['girn', 'grin', 'ring']),\n", + " ('grues', ['surge']),\n", + " ('gulp', ['gulp', 'plug']),\n", + " ('gum', ['gum', 'mug']),\n", + " ('gunshot', ['gunshot', 'shotgun', 'uhtsong']),\n", + " ('gust', ['gust', 'stug']),\n", + " ('guts', ['gust', 'stug']),\n", + " ('ha', ['ah', 'ha']),\n", + " ('had', ['dah', 'dha', 'had']),\n", + " ('haet', ['haet', 'hate', 'heat']),\n", + " ('halls', ['shall']),\n", + " ('halses', ['hassel', 'hassle']),\n", + " ('hams', ['mash', 'samh', 'sham']),\n", + " ('hangover', ['overhang']),\n", + " ('harps', ['sharp', 'shrap']),\n", + " ('has', ['ash', 'sah', 'sha']),\n", + " ('hassel', ['hassel', 'hassle']),\n", + " ('hassle', ['hassel', 'hassle']),\n", + " ('hate', ['haet', 'hate', 'heat']),\n", + " ('hated', ['death']),\n", + " ('hay', ['hay', 'yah']),\n", + " ('he', ['eh', 'he']),\n", + " ('hearty', ['earthy', 'hearty', 'yearth']),\n", + " ('heat', ['haet', 'hate', 'heat']),\n", + " ('heater', ['heater', 'hereat', 'reheat']),\n", + " ('heaters', ['thereas']),\n", + " ('heir', ['heir', 'hire']),\n", + " ('heirs', ['hirse', 'shier', 'shire']),\n", + " ('hereat', ['heater', 'hereat', 'reheat']),\n", + " ('hewn', ['hewn', 'when']),\n", + " ('hikes', ['sheik']),\n", + " ('hire', ['heir', 'hire']),\n", + " ('hires', ['hirse', 'shier', 'shire']),\n", + " ('ho', ['ho', 'oh']),\n", + " ('hocks', ['shock']),\n", + " ('hoes', ['hose', 'shoe']),\n", + " ('hognuts', ['gunshot', 'shotgun', 'uhtsong']),\n", + " ('hooks', ['shook']),\n", + " ('hose', ['hose', 'shoe']),\n", + " ('host', ['host', 'shot', 'tosh']),\n", + " ('hots', ['host', 'shot', 'tosh']),\n", + " ('houts', ['shout', 'south']),\n", + " ('how', ['how', 'who']),\n", + " ('howres', ['shower']),\n", + " ('hubs', ['bush']),\n", + " ('hug', ['hug', 'ugh']),\n", + " ('hums', ['mush']),\n", + " ('hustle', ['hustle', 'sleuth']),\n", + " ('hustling', ['sunlight']),\n", + " ('huts', ['shut', 'thus', 'tush']),\n", + " ('iced', ['dice', 'iced']),\n", + " ('icon', ['cion', 'coin', 'icon']),\n", + " ('idea', ['aide', 'idea']),\n", + " ('ideas', ['aside']),\n", + " ('idle', ['idle', 'lied']),\n", + " ('impart', ['armpit', 'impart']),\n", + " ('impled', ['dimple']),\n", + " ('imprints', ['misprint']),\n", + " ('incest', ['encist', 'incest', 'insect', 'scient']),\n", + " ('inch', ['chin', 'inch']),\n", + " ('infer', ['finer', 'infer']),\n", + " ('infests', ['fitness']),\n", + " ('infringe', ['infringe', 'refining']),\n", + " ('ink', ['ink', 'kin']),\n", + " ('inks', ['inks', 'sink', 'skin']),\n", + " ('inlets', ['enlist', 'listen', 'silent', 'tinsel']),\n", + " ('ins', ['sin']),\n", + " ('insect', ['encist', 'incest', 'insect', 'scient']),\n", + " ('instar', ['instar', 'santir', 'strain']),\n", + " ('insult', ['insult', 'sunlit', 'unlist', 'unslit']),\n", + " ('itch', ['chit', 'itch']),\n", + " ('item', ['emit', 'item', 'mite', 'time']),\n", + " ('items', ['metis', 'smite', 'stime', 'times']),\n", + " ('its', ['ist', 'its', 'sit']),\n", + " ('itself', ['itself', 'stifle']),\n", + " ('jest', ['jest']),\n", + " ('jets', ['jest']),\n", + " ('joiner', ['joiner', 'rejoin']),\n", + " ('just', ['just']),\n", + " ('juts', ['just']),\n", + " ('kale', ['kale', 'lake', 'leak']),\n", + " ('kebar', ['baker', 'brake', 'break']),\n", + " ('keel', ['keel', 'kele', 'leek']),\n", + " ('keels', ['skeel', 'sleek']),\n", + " ('keen', ['keen', 'knee']),\n", + " ('kids', ['disk', 'skid']),\n", + " ('kills', ['skill']),\n", + " ('kiln', ['kiln', 'link']),\n", + " ('kin', ['ink', 'kin']),\n", + " ('kins', ['inks', 'sink', 'skin']),\n", + " ('kiss', ['kiss']),\n", + " ('kisser', ['kisser', 'rekiss']),\n", + " ('kitchen', ['kitchen', 'thicken']),\n", + " ('knee', ['keen', 'knee']),\n", + " ('koas', ['asok', 'soak', 'soka']),\n", + " ('krises', ['kisser', 'rekiss']),\n", + " ('lacy', ['acyl', 'clay', 'lacy']),\n", + " ('lade', ['dale', 'deal', 'lade', 'lead']),\n", + " ('laered', ['dealer', 'leader', 'redeal', 'relade', 'relead']),\n", + " ('lager', ['argel', 'ergal', 'garle', 'glare', 'lager', 'large', 'regal']),\n", + " ('lags', ['slag']),\n", + " ('laid', ['dali', 'dial', 'laid']),\n", + " ('lair', ['aril', 'lair', 'lari', 'liar', 'lira', 'rail', 'rial']),\n", + " ('lake', ['kale', 'lake', 'leak']),\n", + " ('lamb', ['balm', 'lamb']),\n", + " ('lameness', ['lameness', 'maleness', 'maneless', 'nameless']),\n", + " ('lames', ['amsel', 'mesal', 'samel']),\n", + " ('lamp', ['lamp', 'palm']),\n", + " ('lap', ['alp', 'lap', 'pal']),\n", + " ('lapins', ['spinal']),\n", + " ('laps', ['salp', 'slap']),\n", + " ('lapse', ['lapse', 'salep', 'saple', 'sepal', 'slape', 'spale', 'speal']),\n", + " ('large', ['argel', 'ergal', 'garle', 'glare', 'lager', 'large', 'regal']),\n", + " ('lari', ['aril', 'lair', 'lari', 'liar', 'lira', 'rail', 'rial']),\n", + " ('lases', ['salse']),\n", + " ('lashes', ['hassel', 'hassle']),\n", + " ('last', ['last', 'salt', 'slat']),\n", + " ('lasted', ['desalt', 'salted']),\n", + " ('lasting', ['lasting', 'salting', 'slating', 'staling']),\n", + " ('late', ['atle', 'laet', 'late', 'leat', 'tael', 'tale', 'teal']),\n", + " ('lats', ['last', 'salt', 'slat']),\n", + " ('layer', ['early', 'layer', 'relay']),\n", + " ('layered', ['delayer', 'layered', 'redelay']),\n", + " ('layers', ['reslay', 'slayer']),\n", + " ('laymen', ['meanly', 'namely']),\n", + " ('layover', ['layover', 'overlay']),\n", + " ('lays', ['slay']),\n", + " ('lead', ['dale', 'deal', 'lade', 'lead']),\n", + " ('leader', ['dealer', 'leader', 'redeal', 'relade', 'relead']),\n", + " ('leak', ['kale', 'lake', 'leak']),\n", + " ('leams', ['amsel', 'mesal', 'samel']),\n", + " ('leap', ['leap', 'lepa', 'pale', 'peal', 'plea']),\n", + " ('leaps', ['lapse', 'salep', 'saple', 'sepal', 'slape', 'spale', 'speal']),\n", + " ('leared', ['dealer', 'leader', 'redeal', 'relade', 'relead']),\n", + " ('learnt', ['altern', 'antler', 'learnt', 'rental', 'ternal']),\n", + " ('leary', ['early', 'layer', 'relay']),\n", + " ('leat', ['atle', 'laet', 'late', 'leat', 'tael', 'tale', 'teal']),\n", + " ('lee', ['eel', 'lee']),\n", + " ('leek', ['keel', 'kele', 'leek']),\n", + " ('leeks', ['skeel', 'sleek']),\n", + " ('left', ['felt', 'flet', 'left']),\n", + " ('leg', ['gel', 'leg']),\n", + " ('leke', ['keel', 'kele', 'leek']),\n", + " ('lemon', ['lemon', 'melon', 'monel']),\n", + " ('leper', ['leper', 'perle', 'repel']),\n", + " ('lessened', ['needless', 'seldseen']),\n", + " ('lessons', ['sonless']),\n", + " ('levis', ['slive']),\n", + " ('liar', ['aril', 'lair', 'lari', 'liar', 'lira', 'rail', 'rial']),\n", + " ('license', ['license', 'selenic', 'silence']),\n", + " ('licensed', ['licensed', 'silenced']),\n", + " ('licks', ['slick']),\n", + " ('lied', ['idle', 'lied']),\n", + " ('lifer', ['filer', 'flier', 'lifer', 'rifle']),\n", + " ('lime', ['lime', 'mile']),\n", + " ('limes', ['limes', 'slime', 'smile']),\n", + " ('limped', ['dimple']),\n", + " ('link', ['kiln', 'link']),\n", + " ('lino', ['lino', 'lion', 'loin', 'noil']),\n", + " ('lintseed', ['enlisted', 'lintseed']),\n", + " ('lion', ['lino', 'lion', 'loin', 'noil']),\n", + " ('lippers', ['slipper']),\n", + " ('lips', ['lisp', 'slip']),\n", + " ('lira', ['aril', 'lair', 'lari', 'liar', 'lira', 'rail', 'rial']),\n", + " ('lisp', ['lisp', 'slip']),\n", + " ('list', ['list', 'silt', 'slit']),\n", + " ('listen', ['enlist', 'listen', 'silent', 'tinsel']),\n", + " ('listened', ['enlisted', 'lintseed']),\n", + " ('listing', ['listing', 'silting']),\n", + " ('lits', ['list', 'silt', 'slit']),\n", + " ('live', ['evil', 'live', 'veil', 'vile', 'vlei']),\n", + " ('lives', ['slive']),\n", + " ('loca', ['alco', 'coal', 'cola', 'loca']),\n", + " ('loco', ['cool', 'loco']),\n", + " ('loin', ['lino', 'lion', 'loin', 'noil']),\n", + " ('lookout', ['lookout', 'outlook']),\n", + " ('looped', ['poodle']),\n", + " ('loops', ['polos', 'sloop', 'spool']),\n", + " ('loot', ['loot', 'tool']),\n", + " ('lose', ['lose', 'sloe', 'sole']),\n", + " ('lost', ['lost', 'lots', 'slot']),\n", + " ('loto', ['loot', 'tool']),\n", + " ('lots', ['lost', 'lots', 'slot']),\n", + " ('loyal', ['alloy', 'loyal']),\n", + " ('lump', ['lump', 'plum']),\n", + " ('lure', ['lure', 'rule']),\n", + " ('lured', ['duler', 'urled']),\n", + " ('lures', ['sluer']),\n", + " ('luring', ['ruling', 'urling']),\n", + " ('ma', ['am', 'ma']),\n", + " ('mace', ['acme', 'came', 'mace']),\n", + " ('mad', ['dam', 'mad']),\n", + " ('mainer', ['marine', 'remain']),\n", + " ('maleness', ['lameness', 'maleness', 'maneless', 'nameless']),\n", + " ('males', ['amsel', 'mesal', 'samel']),\n", + " ('mane', ['amen', 'enam', 'mane', 'mean', 'name', 'nema']),\n", + " ('maneless', ['lameness', 'maleness', 'maneless', 'nameless']),\n", + " ('manors', ['ramson', 'ransom']),\n", + " ('manures', ['surname']),\n", + " ('map', ['amp', 'map', 'pam']),\n", + " ('maples', ['sample']),\n", + " ('maps', ['samp', 'spam']),\n", + " ('mar', ['arm', 'mar', 'ram']),\n", + " ('march', ['charm', 'march']),\n", + " ('marcher', ['charmer', 'marcher', 'remarch']),\n", + " ('marching', ['charming']),\n", + " ('mare', ['mare', 'rame', 'ream']),\n", + " ('marine', ['marine', 'remain']),\n", + " ('marital', ['marital', 'martial']),\n", + " ('marons', ['ramson', 'ransom']),\n", + " ('mars', ['arms']),\n", + " ('martial', ['marital', 'martial']),\n", + " ('marts', ['smart', 'stram']),\n", + " ('mash', ['mash', 'samh', 'sham']),\n", + " ('mast', ['mast', 'stam']),\n", + " ('mate', ['mate', 'meat', 'meta', 'tame', 'team']),\n", + " ('mated', ['metad']),\n", + " ('mates', ['steam', 'stema']),\n", + " ('mating', ['mating']),\n", + " ('mats', ['mast', 'stam']),\n", + " ('meals', ['amsel', 'mesal', 'samel']),\n", + " ('mean', ['amen', 'enam', 'mane', 'mean', 'name', 'nema']),\n", + " ('meanly', ['meanly', 'namely']),\n", + " ('meat', ['mate', 'meat', 'meta', 'tame', 'team']),\n", + " ('meats', ['steam', 'stema']),\n", + " ('melas', ['amsel', 'mesal', 'samel']),\n", + " ('melon', ['lemon', 'melon', 'monel']),\n", + " ('melts', ['smelt']),\n", + " ('mesal', ['amsel', 'mesal', 'samel']),\n", + " ('meta', ['mate', 'meat', 'meta', 'tame', 'team']),\n", + " ('meteor', ['meteor', 'remote']),\n", + " ('metis', ['metis', 'smite', 'stime', 'times']),\n", + " ('metols', ['molest']),\n", + " ('mile', ['lime', 'mile']),\n", + " ('miles', ['limes', 'slime', 'smile']),\n", + " ('misprint', ['misprint']),\n", + " ('mite', ['emit', 'item', 'mite', 'time']),\n", + " ('mites', ['metis', 'smite', 'stime', 'times']),\n", + " ('mobbed', ['bombed']),\n", + " ('moist', ['moist']),\n", + " ('moits', ['moist']),\n", + " ('molest', ['molest']),\n", + " ('mono', ['mono', 'moon']),\n", + " ('mood', ['doom', 'mood']),\n", + " ('moon', ['mono', 'moon']),\n", + " ('moor', ['moor', 'moro', 'room']),\n", + " ('motels', ['molest']),\n", + " ('much', ['chum', 'much']),\n", + " ('mug', ['gum', 'mug']),\n", + " ('murenas', ['surname']),\n", + " ('mush', ['mush']),\n", + " ('mutilate', ['mutilate', 'ultimate']),\n", + " ('nags', ['sang', 'snag']),\n", + " ('nails', ['sinal', 'slain', 'snail']),\n", + " ('name', ['amen', 'enam', 'mane', 'mean', 'name', 'nema']),\n", + " ('nameless', ['lameness', 'maleness', 'maneless', 'nameless']),\n", + " ('namely', ['meanly', 'namely']),\n", + " ('nap', ['nap', 'pan']),\n", + " ('nare', ['earn', 'near', 'rane']),\n", + " ('nat', ['ant', 'nat', 'tan']),\n", + " ('nay', ['any', 'nay', 'yan']),\n", + " ('near', ['earn', 'near', 'rane']),\n", + " ('nearer', ['earner']),\n", + " ('needless', ['needless', 'seldseen']),\n", + " ('needs', ['dense', 'needs']),\n", + " ('nema', ['amen', 'enam', 'mane', 'mean', 'name', 'nema']),\n", + " ('neon', ['neon', 'none']),\n", + " ('nest', ['nest', 'sent', 'sten']),\n", + " ('net', ['net', 'ten']),\n", + " ('nets', ['nest', 'sent', 'sten']),\n", + " ('nevi', ['vein', 'vine']),\n", + " ('nicest', ['encist', 'incest', 'insect', 'scient']),\n", + " ('night', ['night', 'thing']),\n", + " ('nights', ['nights']),\n", + " ('nip', ['nip', 'pin']),\n", + " ('nips', ['snip', 'spin']),\n", + " ('nis', ['sin']),\n", + " ('no', ['no', 'on']),\n", + " ('nod', ['don', 'nod']),\n", + " ('node', ['done', 'node']),\n", + " ('noil', ['lino', 'lion', 'loin', 'noil']),\n", + " ('none', ['neon', 'none']),\n", + " ('normas', ['ramson', 'ransom']),\n", + " ('not', ['not', 'ton']),\n", + " ('note', ['note', 'tone']),\n", + " ('noted', ['noted', 'toned']),\n", + " ('noteless', ['noteless', 'toneless']),\n", + " ('notices', ['contise', 'noetics', 'section']),\n", + " ('noughts', ['gunshot', 'shotgun', 'uhtsong']),\n", + " ('now', ['now', 'own', 'won']),\n", + " ('nows', ['snow', 'sown']),\n", + " ('nude', ['dune', 'nude', 'unde']),\n", + " ('nudity', ['nudity', 'untidy']),\n", + " ('nur', ['run', 'urn']),\n", + " ('nurs', ['snur']),\n", + " ('oaks', ['asok', 'soak', 'soka']),\n", + " ('ocean', ['acone', 'canoe', 'ocean']),\n", + " ('oceanic', ['cocaine', 'oceanic']),\n", + " ('oh', ['ho', 'oh']),\n", + " ('oils', ['silo', 'siol', 'soil', 'soli']),\n", + " ('okas', ['asok', 'soak', 'soka']),\n", + " ('oles', ['lose', 'sloe', 'sole']),\n", + " ('omits', ['moist']),\n", + " ('on', ['no', 'on']),\n", + " ('once', ['cone', 'once']),\n", + " ('opener', ['opener', 'reopen', 'repone']),\n", + " ('opt', ['opt', 'pot', 'top']),\n", + " ('option', ['option', 'potion']),\n", + " ('opts', ['post', 'spot', 'stop', 'tops']),\n", + " ('orbed', ['boder', 'orbed']),\n", + " ('ores', ['eros', 'rose', 'sero', 'sore']),\n", + " ('organist', ['orangist', 'organist', 'roasting', 'signator']),\n", + " ('oriental', ['oriental', 'relation']),\n", + " ('ought', ['ought', 'tough']),\n", + " ('oughts', ['sought']),\n", + " ('ours', ['ours', 'sour']),\n", + " ('outlook', ['lookout', 'outlook']),\n", + " ('overhang', ['overhang']),\n", + " ('overlay', ['layover', 'overlay']),\n", + " ('own', ['now', 'own', 'won']),\n", + " ('owns', ['snow', 'sown']),\n", + " ('owt', ['tow', 'two', 'wot']),\n", + " ('pace', ['cape', 'cepa', 'pace']),\n", + " ('packer', ['packer', 'repack']),\n", + " ('padle', ['padle', 'paled', 'pedal', 'plead']),\n", + " ('painter', ['painter', 'pertain', 'repaint']),\n", + " ('paired', ['diaper', 'paired']),\n", + " ('pal', ['alp', 'lap', 'pal']),\n", + " ('pale', ['leap', 'lepa', 'pale', 'peal', 'plea']),\n", + " ('paled', ['padle', 'paled', 'pedal', 'plead']),\n", + " ('pales', ['lapse', 'salep', 'saple', 'sepal', 'slape', 'spale', 'speal']),\n", + " ('palest', ['pastel', 'septal', 'staple']),\n", + " ('palets', ['pastel', 'septal', 'staple']),\n", + " ('palm', ['lamp', 'palm']),\n", + " ('pals', ['salp', 'slap']),\n", + " ('pam', ['amp', 'map', 'pam']),\n", + " ('pams', ['samp', 'spam']),\n", + " ('pan', ['nap', 'pan']),\n", + " ('panel', ['panel', 'penal', 'plane']),\n", + " ('pardie', ['diaper', 'paired']),\n", + " ('pare', ['aper', 'pare', 'pear', 'rape', 'reap']),\n", + " ('parks', ['spark']),\n", + " ('partim', ['armpit', 'impart']),\n", + " ('parts', ['spart', 'sprat', 'strap', 'traps']),\n", + " ('pass', ['pass']),\n", + " ('pastel', ['pastel', 'septal', 'staple']),\n", + " ('pat', ['apt', 'pat', 'tap']),\n", + " ('pate', ['pate', 'peat', 'tape', 'teap']),\n", + " ('pay', ['pay', 'pya', 'yap']),\n", + " ('pea', ['ape', 'pea']),\n", + " ('peaks', ['sapek', 'speak']),\n", + " ('peal', ['leap', 'lepa', 'pale', 'peal', 'plea']),\n", + " ('peals', ['lapse', 'salep', 'saple', 'sepal', 'slape', 'spale', 'speal']),\n", + " ('pear', ['aper', 'pare', 'pear', 'rape', 'reap']),\n", + " ('peat', ['pate', 'peat', 'tape', 'teap']),\n", + " ('pedal', ['padle', 'paled', 'pedal', 'plead']),\n", + " ('pela', ['leap', 'lepa', 'pale', 'peal', 'plea']),\n", + " ('pelas', ['lapse', 'salep', 'saple', 'sepal', 'slape', 'spale', 'speal']),\n", + " ('pelmas', ['sample']),\n", + " ('peltas', ['pastel', 'septal', 'staple']),\n", + " ('pelts', ['slept', 'spelt', 'splet']),\n", + " ('penal', ['panel', 'penal', 'plane']),\n", + " ('penster', ['penster', 'present', 'serpent', 'strepen']),\n", + " ('per', ['per', 'rep']),\n", + " ('pereon', ['opener', 'reopen', 'repone']),\n", + " ('peri', ['peri', 'pier', 'ripe']),\n", + " ('perone', ['opener', 'reopen', 'repone']),\n", + " ('pertain', ['painter', 'pertain', 'repaint']),\n", + " ('pest', ['pest', 'sept', 'spet', 'step']),\n", + " ('petals', ['pastel', 'septal', 'staple']),\n", + " ('pets', ['pest', 'sept', 'spet', 'step']),\n", + " ('pier', ['peri', 'pier', 'ripe']),\n", + " ('pills', ['spill']),\n", + " ('pin', ['nip', 'pin']),\n", + " ('pinots', ['piston']),\n", + " ('pins', ['snip', 'spin']),\n", + " ('pintos', ['piston']),\n", + " ('piston', ['piston']),\n", + " ('pit', ['pit', 'tip']),\n", + " ('pitons', ['piston']),\n", + " ('pits', ['pist', 'spit']),\n", + " ('plains', ['spinal']),\n", + " ('plane', ['panel', 'penal', 'plane']),\n", + " ('plaste', ['pastel', 'septal', 'staple']),\n", + " ('plates', ['pastel', 'septal', 'staple']),\n", + " ('plea', ['leap', 'lepa', 'pale', 'peal', 'plea']),\n", + " ('plead', ['padle', 'paled', 'pedal', 'plead']),\n", + " ('pleas', ['lapse', 'salep', 'saple', 'sepal', 'slape', 'spale', 'speal']),\n", + " ('pleats', ['pastel', 'septal', 'staple']),\n", + " ('plena', ['panel', 'penal', 'plane']),\n", + " ('plug', ['gulp', 'plug']),\n", + " ('plum', ['lump', 'plum']),\n", + " ('points', ['piston']),\n", + " ('polos', ['polos', 'sloop', 'spool']),\n", + " ('poodle', ['poodle']),\n", + " ('pooled', ['poodle']),\n", + " ('pools', ['polos', 'sloop', 'spool']),\n", + " ('pore', ['pore', 'rope']),\n", + " ('pores', ['poser', 'prose', 'ropes', 'spore']),\n", + " ('ports', ['sport', 'strop']),\n", + " ('poser', ['poser', 'prose', 'ropes', 'spore']),\n", + " ('post', ['post', 'spot', 'stop', 'tops']),\n", + " ('postin', ['piston']),\n", + " ('postman', ['postman', 'topsman']),\n", + " ('pot', ['opt', 'pot', 'top']),\n", + " ('potins', ['piston']),\n", + " ('potion', ['option', 'potion']),\n", + " ('pots', ['post', 'spot', 'stop', 'tops']),\n", + " ('praised', ['despair', 'pardesi']),\n", + " ('prats', ['spart', 'sprat', 'strap', 'traps']),\n", + " ('prays', ['raspy', 'spary', 'spray']),\n", + " ('pre', ['per', 'rep']),\n", + " ('present', ['penster', 'present', 'serpent', 'strepen']),\n", + " ('printer', ['printer', 'reprint']),\n", + " ('pronto', ['pronto', 'proton']),\n", + " ('prose', ['poser', 'prose', 'ropes', 'spore']),\n", + " ('prost', ['sport', 'strop']),\n", + " ('proton', ['pronto', 'proton']),\n", + " ('pya', ['pay', 'pya', 'yap']),\n", + " ('quiet', ['quiet', 'quite']),\n", + " ('quite', ['quiet', 'quite']),\n", + " ('race', ['acre', 'care', 'crea', 'race']),\n", + " ('races', ['carse', 'caser', 'ceras', 'scare', 'scrae']),\n", + " ('racket', ['racket', 'retack', 'tacker']),\n", + " ('rade', ['ared', 'daer', 'dare', 'dear', 'read']),\n", + " ('ragee', ['agree', 'eager', 'eagre']),\n", + " ('ragees', ['grease']),\n", + " ('raginis', ['raising']),\n", + " ('rail', ['aril', 'lair', 'lari', 'liar', 'lira', 'rail', 'rial']),\n", + " ('raising', ['raising']),\n", + " ('ram', ['arm', 'mar', 'ram']),\n", + " ('rams', ['arms']),\n", + " ('ramson', ['ramson', 'ransom']),\n", + " ('ransom', ['ramson', 'ransom']),\n", + " ('rape', ['aper', 'pare', 'pear', 'rape', 'reap']),\n", + " ('rare', ['rare', 'rear']),\n", + " ('rase', ['arse', 'rase', 'sare', 'sear', 'sera']),\n", + " ('raspy', ['raspy', 'spary', 'spray']),\n", + " ('rast', ['sart', 'star', 'stra', 'tars', 'tsar']),\n", + " ('rat', ['art', 'rat', 'tar', 'tra']),\n", + " ('rats', ['sart', 'star', 'stra', 'tars', 'tsar']),\n", + " ('raw', ['raw', 'war']),\n", + " ('rayle', ['early', 'layer', 'relay']),\n", + " ('rayles', ['reslay', 'slayer']),\n", + " ('react',\n", + " ['caret',\n", + " 'carte',\n", + " 'cater',\n", + " 'crate',\n", + " 'creat',\n", + " 'creta',\n", + " 'react',\n", + " 'recta',\n", + " 'trace']),\n", + " ('read', ['ared', 'daer', 'dare', 'dear', 'read']),\n", + " ('reader', ['reader', 'redare', 'reread']),\n", + " ('realist', ['realist', 'saltier']),\n", + " ('ream', ['mare', 'rame', 'ream']),\n", + " ('rean', ['earn', 'near', 'rane']),\n", + " ('reap', ['aper', 'pare', 'pear', 'rape', 'reap']),\n", + " ('rear', ['rare', 'rear']),\n", + " ('reared', ['reader', 'redare', 'reread']),\n", + " ('rebuild', ['builder', 'rebuild']),\n", + " ('recall', ['caller', 'cellar', 'recall']),\n", + " ('recede', ['decree', 'recede']),\n", + " ('recital', ['article', 'recital']),\n", + " ('recitals', ['altrices', 'selictar']),\n", + " ('recta',\n", + " ['caret',\n", + " 'carte',\n", + " 'cater',\n", + " 'crate',\n", + " 'creat',\n", + " 'creta',\n", + " 'react',\n", + " 'recta',\n", + " 'trace']),\n", + " ('rectos', ['corset', 'coster', 'escort', 'scoter', 'sector']),\n", + " ('recuse', ['ceruse', 'recuse', 'rescue', 'secure']),\n", + " ('recused', ['seducer']),\n", + " ('redeal', ['dealer', 'leader', 'redeal', 'relade', 'relead']),\n", + " ('redear', ['reader', 'redare', 'reread']),\n", + " ('redfin', ['finder', 'friend', 'redfin', 'refind']),\n", + " ('reduces', ['seducer']),\n", + " ('reearn', ['earner']),\n", + " ('reef', ['feer', 'free', 'reef']),\n", + " ('reest',\n", + " ['ester',\n", + " 'estre',\n", + " 'reest',\n", + " 'reset',\n", + " 'steer',\n", + " 'stere',\n", + " 'stree',\n", + " 'terse',\n", + " 'tsere']),\n", + " ('refed', ['defer', 'freed']),\n", + " ('refill', ['filler', 'refill']),\n", + " ('refind', ['finder', 'friend', 'redfin', 'refind']),\n", + " ('refining', ['infringe', 'refining']),\n", + " ('reform', ['former', 'reform']),\n", + " ('regal', ['argel', 'ergal', 'garle', 'glare', 'lager', 'large', 'regal']),\n", + " ('reheat', ['heater', 'hereat', 'reheat']),\n", + " ('reheats', ['thereas']),\n", + " ('reifs', ['serif']),\n", + " ('reins', ['reins', 'resin', 'rinse', 'risen', 'serin', 'siren']),\n", + " ('reird', ['drier', 'rider']),\n", + " ('reists', ['resist', 'restis', 'sister']),\n", + " ('rejoin', ['joiner', 'rejoin']),\n", + " ('relation', ['oriental', 'relation']),\n", + " ('relay', ['early', 'layer', 'relay']),\n", + " ('relayed', ['delayer', 'layered', 'redelay']),\n", + " ('relays', ['reslay', 'slayer']),\n", + " ('remain', ['marine', 'remain']),\n", + " ('remote', ['meteor', 'remote']),\n", + " ('rental', ['altern', 'antler', 'learnt', 'rental', 'ternal']),\n", + " ('rentals', ['saltern', 'starnel', 'sternal']),\n", + " ('reopen', ['opener', 'reopen', 'repone']),\n", + " ('rep', ['per', 'rep']),\n", + " ('repack', ['packer', 'repack']),\n", + " ('repaid', ['diaper', 'paired']),\n", + " ('repaint', ['painter', 'pertain', 'repaint']),\n", + " ('repel', ['leper', 'perle', 'repel']),\n", + " ('repents', ['penster', 'present', 'serpent', 'strepen']),\n", + " ('repins', ['respin', 'sniper']),\n", + " ('repo', ['pore', 'rope']),\n", + " ('repone', ['opener', 'reopen', 'repone']),\n", + " ('repos', ['poser', 'prose', 'ropes', 'spore']),\n", + " ('reprint', ['printer', 'reprint']),\n", + " ('reread', ['reader', 'redare', 'reread']),\n", + " ('rescue', ['ceruse', 'recuse', 'rescue', 'secure']),\n", + " ('rescued', ['seducer']),\n", + " ('resell', ['resell', 'seller']),\n", + " ('resend', ['resend', 'sender']),\n", + " ('reserve', ['reserve', 'resever', 'reverse', 'severer']),\n", + " ('reserved', ['deserver', 'reserved', 'reversed']),\n", + " ('reset',\n", + " ['ester',\n", + " 'estre',\n", + " 'reest',\n", + " 'reset',\n", + " 'steer',\n", + " 'stere',\n", + " 'stree',\n", + " 'terse',\n", + " 'tsere']),\n", + " ('reshow', ['shower']),\n", + " ('resin', ['reins', 'resin', 'rinse', 'risen', 'serin', 'siren']),\n", + " ('resist', ['resist', 'restis', 'sister']),\n", + " ('resits', ['resist', 'restis', 'sister']),\n", + " ('retack', ['racket', 'retack', 'tacker']),\n", + " ('retag', ['gater', 'grate', 'great', 'retag', 'targe']),\n", + " ('retails', ['realist', 'saltier']),\n", + " ('retes',\n", + " ['ester',\n", + " 'estre',\n", + " 'reest',\n", + " 'reset',\n", + " 'steer',\n", + " 'stere',\n", + " 'stree',\n", + " 'terse',\n", + " 'tsere']),\n", + " ('rethink', ['rethink', 'thinker']),\n", + " ('retrain', ['arterin', 'retrain', 'terrain', 'trainer']),\n", + " ('retund', ['runted', 'tunder', 'turned']),\n", + " ('reveres', ['reserve', 'resever', 'reverse', 'severer']),\n", + " ('reverse', ['reserve', 'resever', 'reverse', 'severer']),\n", + " ('reversed', ['deserver', 'reserved', 'reversed']),\n", + " ('review', ['review', 'viewer']),\n", + " ('rhies', ['hirse', 'shier', 'shire']),\n", + " ('rial', ['aril', 'lair', 'lari', 'liar', 'lira', 'rail', 'rial']),\n", + " ('rictus', ['citrus', 'rictus', 'rustic']),\n", + " ('rider', ['drier', 'rider']),\n", + " ('rifle', ['filer', 'flier', 'lifer', 'rifle']),\n", + " ('rines', ['reins', 'resin', 'rinse', 'risen', 'serin', 'siren']),\n", + " ('ring', ['girn', 'grin', 'ring']),\n", + " ('rinse', ['reins', 'resin', 'rinse', 'risen', 'serin', 'siren']),\n", + " ('ripe', ['peri', 'pier', 'ripe']),\n", + " ('ripens', ['respin', 'sniper']),\n", + " ('ripples', ['slipper']),\n", + " ('risen', ['reins', 'resin', 'rinse', 'risen', 'serin', 'siren']),\n", + " ('rite', ['iter', 'reit', 'rite', 'tier', 'tire']),\n", + " ('rival', ['rival', 'viral']),\n", + " ('roasting', ['orangist', 'organist', 'roasting', 'signator']),\n", + " ('robed', ['boder', 'orbed']),\n", + " ('robes', ['boser', 'brose', 'sober']),\n", + " ('rock', ['cork', 'rock']),\n", + " ('roes', ['eros', 'rose', 'sero', 'sore']),\n", + " ('romans', ['ramson', 'ransom']),\n", + " ('room', ['moor', 'moro', 'room']),\n", + " ('rope', ['pore', 'rope']),\n", + " ('ropes', ['poser', 'prose', 'ropes', 'spore']),\n", + " ('rose', ['eros', 'rose', 'sero', 'sore']),\n", + " ('rout', ['rout', 'toru', 'tour']),\n", + " ('rowdier', ['worried']),\n", + " ('ruby', ['bury', 'ruby']),\n", + " ('rule', ['lure', 'rule']),\n", + " ('ruled', ['duler', 'urled']),\n", + " ('rules', ['sluer']),\n", + " ('ruling', ['ruling', 'urling']),\n", + " ('run', ['run', 'urn']),\n", + " ('runs', ['snur']),\n", + " ('runted', ['runted', 'tunder', 'turned']),\n", + " ('runts', ['snurt', 'turns']),\n", + " ('rust', ['rust']),\n", + " ('rustic', ['citrus', 'rictus', 'rustic']),\n", + " ('rusts', ['truss']),\n", + " ('ruts', ['rust']),\n", + " ('sack', ['cask', 'sack']),\n", + " ('sacred', ['sacred']),\n", + " ('sag', ['gas', 'sag']),\n", + " ('saint', ['saint', 'satin', 'stain']),\n", + " ('sairing', ['raising']),\n", + " ('salep', ['lapse', 'salep', 'saple', 'sepal', 'slape', 'spale', 'speal']),\n", + " ('sales', ['salse']),\n", + " ('salesmen', ['lameness', 'maleness', 'maneless', 'nameless']),\n", + " ('salp', ['salp', 'slap']),\n", + " ('salse', ['salse']),\n", + " ('salt', ['last', 'salt', 'slat']),\n", + " ('salted', ['desalt', 'salted']),\n", + " ('saltern', ['saltern', 'starnel', 'sternal']),\n", + " ('saltier', ['realist', 'saltier']),\n", + " ('salting', ['lasting', 'salting', 'slating', 'staling']),\n", + " ('saltire', ['realist', 'saltier']),\n", + " ('samel', ['amsel', 'mesal', 'samel']),\n", + " ('samp', ['samp', 'spam']),\n", + " ('sample', ['sample']),\n", + " ('sang', ['sang', 'snag']),\n", + " ('santir', ['instar', 'santir', 'strain']),\n", + " ('saps', ['pass']),\n", + " ('sate', ['ates', 'east', 'eats', 'sate', 'seat', 'seta']),\n", + " ('satem', ['steam', 'stema']),\n", + " ('satin', ['saint', 'satin', 'stain']),\n", + " ('sauce', ['cause', 'sauce']),\n", + " ('sauces', ['causse']),\n", + " ('save', ['save', 'vase']),\n", + " ('saw', ['saw', 'swa', 'was']),\n", + " ('sawed', ['sawed']),\n", + " ('scab', ['scab']),\n", + " ('scan', ['scan']),\n", + " ('scar', ['scar']),\n", + " ('scare', ['carse', 'caser', 'ceras', 'scare', 'scrae']),\n", + " ('scared', ['sacred']),\n", + " ('scat', ['cast', 'scat']),\n", + " ('scent', ['scent']),\n", + " ...]" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "words_anagrams" + ] + }, + { + "cell_type": "markdown", + "id": "d91434bc", + "metadata": {}, + "source": [ + "The complexity of this algorithm is O(M * KlogK + N), much much faster!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "03ce3e28", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a2fc5ec4", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/anagrams/words_to_search.txt b/exercises/anagrams/words_to_search.txt new file mode 100644 index 0000000..1255639 --- /dev/null +++ b/exercises/anagrams/words_to_search.txt @@ -0,0 +1,1410 @@ +acer +acers +aces +aches +acme +acned +acre +acres +act +acts +acyl +add +adverb +aesc +aether +aethers +afield +aft +agree +agrees +ags +ah +ahs +aide +aides +airings +airmen +alloy +almes +alp +alps +altern +altrices +alts +am +amen +amp +amps +anglist +anils +ant +antis +antler +antlers +any +ape +aper +apt +arb +arc +arcs +are +ared +ares +argle +aril +arising +arm +armpit +arms +arse +art +article +articles +arts +arty +ash +aside +aspired +asps +ate +ates +atoners +attic +aves +aye +backward +bad +bag +bake +baker +balm +bar +bare +bast +bat +batlet +bats +battel +battle +beak +bear +begin +being +below +best +bets +binge +blam +blot +blow +bludier +bluest +bluets +bolt +bombed +borde +bored +bores +boss +bourne +bowel +bowl +bra +brae +brag +brake +braved +break +brief +brose +brush +buhrs +builder +burden +burned +bury +bush +bust +bustle +but +butles +buts +cab +cabs +cadres +cafe +caller +calm +calo +came +caned +canoe +cans +cape +car +care +cares +caret +carol +carp +cars +carse +carte +case +cask +cast +cat +cater +cats +cause +causes +ceas +cedars +cedi +cellar +cents +cereus +ceruse +cesure +charm +charmer +charming +chase +cheating +chetnik +chin +chit +chum +cion +citrus +clam +claro +clay +cloud +coal +cocaine +cod +coin +cola +comics +cone +coni +cool +coral +cork +corset +corvet +cosmic +coster +could +covert +crap +crate +crews +dab +dad +dah +dairy +dale +dalets +dali +dam +dance +dare +dashed +dawn +deaf +deal +dealer +dear +dearer +death +deaws +declines +decree +deens +defer +deil +delayer +deli +deltas +denes +dense +denser +desalt +deserver +despair +devote +dew +dial +diaper +diapers +diary +dice +diel +diet +dikes +dimple +direr +disease +disk +dite +doc +doen +dog +dogs +don +done +doom +dozen +draw +drawback +dreare +drier +dune +dunite +dusty +eager +eagers +eagre +eagres +ear +eard +early +earn +earner +ears +earthy +east +eastling +eat +eath +eats +edit +eel +egos +eh +eild +elbow +elints +emit +emits +emoter +enders +enfiring +enlist +enlisted +era +eras +eros +escar +escort +ester +eta +etas +ether +evil +evils +ewts +except +exist +exits +expect +face +fade +failed +faker +fare +farmed +farming +fast +fat +fate +fats +fear +feat +feel +feer +felid +felt +fere +feta +fiber +fibre +field +filed +filer +filets +filler +finder +finer +finger +fired +fires +fist +fitness +fits +flee +flesh +flied +flier +fliest +flites +flog +flow +flue +form +former +forth +fowl +frae +framed +framing +freak +free +freed +fried +friend +fries +fringe +frise +from +froth +fuel +furs +gab +gals +gaps +garb +gas +gasp +gater +geare +geares +gel +gelatins +genitals +geos +girn +glare +god +gods +goes +golf +grab +grate +grease +great +grin +grues +gulp +gum +gunshot +gust +guts +ha +had +haet +halls +halses +hams +hangover +harps +has +hassel +hassle +hate +hated +hay +he +hearty +heat +heater +heaters +heir +heirs +hereat +hewn +hikes +hire +hires +ho +hocks +hoes +hognuts +hooks +hose +host +hots +houts +how +howres +hubs +hug +hums +hustle +hustling +huts +iced +icon +idea +ideas +idle +impart +impled +imprints +incest +inch +infer +infests +infringe +ink +inks +inlets +ins +insect +instar +insult +itch +item +items +its +itself +jest +jets +joiner +just +juts +kale +kebar +keel +keels +keen +kids +kills +kiln +kin +kins +kiss +kisser +kitchen +knee +koas +krises +lacy +lade +laered +lager +lags +laid +lair +lake +lamb +lameness +lames +lamp +lap +lapins +laps +lapse +large +lari +lases +lashes +last +lasted +lasting +late +lats +layer +layered +layers +laymen +layover +lays +lead +leader +leak +leams +leap +leaps +leared +learnt +leary +leat +lee +leek +leeks +left +leg +leke +lemon +leper +lessened +lessons +levis +liar +license +licensed +licks +lied +lifer +lime +limes +limped +link +lino +lintseed +lion +lippers +lips +lira +lisp +list +listen +listened +listing +lits +live +lives +loca +loco +loin +lookout +looped +loops +loot +lose +lost +loto +lots +loyal +lump +lure +lured +lures +luring +ma +mace +mad +mainer +maleness +males +mane +maneless +manors +manures +map +maples +maps +mar +march +marcher +marching +mare +marine +marital +marons +mars +martial +marts +mash +mast +mate +mated +mates +mating +mats +meals +mean +meanly +meat +meats +melas +melon +melts +mesal +meta +meteor +metis +metols +mile +miles +misprint +mite +mites +mobbed +moist +moits +molest +mono +mood +moon +moor +motels +much +mug +murenas +mush +mutilate +nags +nails +name +nameless +namely +nap +nare +nat +nay +near +nearer +needless +needs +nema +neon +nest +net +nets +nevi +nicest +night +nights +nip +nips +nis +no +nod +node +noil +none +normas +not +note +noted +noteless +notices +noughts +now +nows +nude +nudity +nur +nurs +oaks +ocean +oceanic +oh +oils +okas +oles +omits +on +once +opener +opt +option +opts +orbed +ores +organist +oriental +ought +oughts +ours +outlook +overhang +overlay +own +owns +owt +pace +packer +padle +painter +paired +pal +pale +paled +pales +palest +palets +palm +pals +pam +pams +pan +panel +pardie +pare +parks +partim +parts +pass +pastel +pat +pate +pay +pea +peaks +peal +peals +pear +peat +pedal +pela +pelas +pelmas +peltas +pelts +penal +penster +per +pereon +peri +perone +pertain +pest +petals +pets +pier +pills +pin +pinots +pins +pintos +piston +pit +pitons +pits +plains +plane +plaste +plates +plea +plead +pleas +pleats +plena +plug +plum +points +polos +poodle +pooled +pools +pore +pores +ports +poser +post +postin +postman +pot +potins +potion +pots +praised +prats +prays +pre +present +printer +pronto +prose +prost +proton +pya +quiet +quite +race +races +racket +rade +ragee +ragees +raginis +rail +raising +ram +rams +ramson +ransom +rape +rare +rase +raspy +rast +rat +rats +raw +rayle +rayles +react +read +reader +realist +ream +rean +reap +rear +reared +rebuild +recall +recede +recital +recitals +recta +rectos +recuse +recused +redeal +redear +redfin +reduces +reearn +reef +reest +refed +refill +refind +refining +reform +regal +reheat +reheats +reifs +reins +reird +reists +rejoin +relation +relay +relayed +relays +remain +remote +rental +rentals +reopen +rep +repack +repaid +repaint +repel +repents +repins +repo +repone +repos +reprint +reread +rescue +rescued +resell +resend +reserve +reserved +reset +reshow +resin +resist +resits +retack +retag +retails +retes +rethink +retrain +retund +reveres +reverse +reversed +review +rhies +rial +rictus +rider +rifle +rines +ring +rinse +ripe +ripens +ripples +risen +rite +rival +roasting +robed +robes +rock +roes +romans +room +rope +ropes +rose +rout +rowdier +ruby +rule +ruled +rules +ruling +run +runs +runted +runts +rust +rustic +rusts +ruts +sack +sacred +sag +saint +sairing +salep +sales +salesmen +salp +salse +salt +salted +saltern +saltier +salting +saltire +samel +samp +sample +sang +santir +saps +sate +satem +satin +sauce +sauces +save +saw +sawed +scab +scan +scar +scare +scared +scat +scent +scient +scoter +scrae +screw +seals +sear +seaside +seat +section +sector +secure +secured +seducer +sego +selahs +seldseen +selenic +selictar +seller +senator +sender +sensual +sent +sepal +sept +septal +sera +serac +serif +serin +serpent +serve +seta +sever +severer +sha +shaded +shales +shall +sham +shams +sharp +sheals +sheik +shelf +shier +shire +shock +shoe +shook +shot +shotgun +shout +shower +shrub +shut +sift +silence +silenced +silent +silo +silt +silting +sin +sink +siren +sister +sit +sixte +skid +skied +skiers +skill +skin +skis +skries +slaes +slag +slain +slap +slat +slated +slatier +slating +slay +slayer +sleek +slept +sleuth +slick +slime +slip +slipper +slipt +slit +slive +sloe +sloop +slot +smart +smash +smelt +smile +smite +snag +snail +snaps +sneed +snip +sniper +snow +soak +sober +sobs +soil +sole +soli +sonless +sore +soth +sought +sour +south +sown +spag +spake +spale +spam +spans +spark +spart +spas +speak +speal +spelt +spet +spill +spilt +spin +spinal +spinto +spirt +spit +split +spool +spore +sport +spot +sprat +spray +sprit +stab +stack +stain +staled +staling +stalk +staple +star +stated +states +stealing +steam +steer +sten +step +stere +sterical +sternal +stew +stick +stifle +stiling +stilt +stime +stires +stirp +stop +stove +strain +strap +straw +strip +strop +stub +study +sublet +subtle +sue +sunlight +sunlit +supper +surf +surge +surname +swart +sweat +swell +swig +swing +swipe +tab +tablet +tabs +tacit +tacker +tacks +tae +tael +taes +taglines +taileron +tailers +tains +talcier +tale +talks +tame +tamed +tames +taming +tampons +tams +tan +tap +tape +tar +targe +tarps +tars +tasset +tasted +tastes +tavs +tawse +tea +teaching +teal +team +teams +teas +teers +tela +ten +tens +tepa +tepals +teres +terga +ternal +terrain +terse +tews +thae +thaw +there +thicken +thing +things +thinker +thous +three +thus +tich +ticks +tide +tied +tier +tilings +tils +tilts +time +times +tinsel +tinseled +tip +tips +tire +tired +tis +ton +tone +toned +toneless +tool +top +tops +topsman +tosh +tough +toughs +tour +tow +trace +trails +trainer +trains +trams +traps +tray +treason +trees +trials +tride +trie +tried +trips +trout +truss +tsar +tub +tubs +tugs +turned +turns +tush +tutor +twaes +two +ugh +ultimate +unbore +unbred +unde +unite +united +unlit +unrobe +unseals +untidy +untie +untied +until +uppers +urges +urn +urns +use +vaes +vail +vali +vase +vast +vats +vector +veers +veil +veils +vein +veins +verse +veto +vetoed +vial +viewer +vile +vine +vines +viral +visne +vlei +vleis +vlies +vote +votes +wades +waist +waits +wake +wand +war +ward +warp +warst +warts +was +waste +way +weak +weather +wed +weka +wells +west +wetas +wets +what +when +whereat +who +whores +wigs +wings +wipes +wolf +won +wons +wordier +worried +wot +wrap +wrast +wreathe +yah +yaird +yap +yaw +yea +zendo +zoned \ No newline at end of file diff --git a/exercises/match_tarots/.ipynb_checkpoints/match_tarots-checkpoint.ipynb b/exercises/match_tarots/.ipynb_checkpoints/match_tarots-checkpoint.ipynb new file mode 100644 index 0000000..6af246f --- /dev/null +++ b/exercises/match_tarots/.ipynb_checkpoints/match_tarots-checkpoint.ipynb @@ -0,0 +1,108 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "373ed1db", + "metadata": {}, + "source": [ + "# Exercise: Match the tarot cards!\n", + "\n", + "Given 2 decks of tarot cards, `deck1` and `deck2`, find all the matching pairs. The output should be a set of tuples `(idx1, idx2)` for every matching pair in `deck1`, `deck2`.\n", + "\n", + "For example:\n", + "```\n", + "deck1 = ['C', 'B', 'A']\n", + "deck2 = ['A', 'C', 'B']\n", + "```\n", + "\n", + "should return (in no particular order):\n", + "\n", + "```\n", + "{(0, 1), (1, 2), (2, 0)}\n", + "```\n", + "\n", + "1. Write an algorithm to match the tarot cards\n", + "2. Compute the Big-O complexity of your algorithm\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "cf05b9c4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-- Deck 1: --\n", + " ['The Lovers', 'Temperance', 'The Emperor', 'The Sun', 'The Fool', 'The Chariot', 'Death', 'Strength', 'Justice', 'The Star', 'Judgement', 'The World', 'The Tower', 'The Hanged Man', 'The Empress', 'The Hermit', 'The Devil', 'The High Priestess', 'The Moon', 'The Hierophant', 'Wheel of Fortune', 'The Magician']\n", + "-- Deck 2: --\n", + " ['The Fool', 'Death', 'The Hermit', 'Strength', 'The Moon', 'Wheel of Fortune', 'Judgement', 'The Lovers', 'The Star', 'The Hanged Man', 'The Empress', 'The Emperor', 'The Magician', 'The Tower', 'The Hierophant', 'The Chariot', 'The High Priestess', 'Temperance', 'The World', 'The Devil', 'The Sun', 'Justice']\n" + ] + } + ], + "source": [ + "import random\n", + "\n", + "# List of tarot card names (Major Arcana)\n", + "tarot_cards = [\n", + " \"The Fool\", \"The Magician\", \"The High Priestess\", \"The Empress\", \"The Emperor\",\n", + " \"The Hierophant\", \"The Lovers\", \"The Chariot\", \"Strength\", \"The Hermit\",\n", + " \"Wheel of Fortune\", \"Justice\", \"The Hanged Man\", \"Death\", \"Temperance\",\n", + " \"The Devil\", \"The Tower\", \"The Star\", \"The Moon\", \"The Sun\", \"Judgement\",\n", + " \"The World\"\n", + "]\n", + "\n", + "# Copy the list to create two separate decks\n", + "deck1 = tarot_cards.copy()\n", + "deck2 = tarot_cards.copy()\n", + "\n", + "# Shuffle both decks\n", + "random.shuffle(deck1)\n", + "random.shuffle(deck2)\n", + "\n", + "# Print the shuffled decks\n", + "print(\"-- Deck 1: --\\n\", deck1)\n", + "print(\"-- Deck 2: --\\n\", deck2)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "48eb31e2", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "509dda71", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/match_tarots/.ipynb_checkpoints/match_tarots_solution-checkpoint.ipynb b/exercises/match_tarots/.ipynb_checkpoints/match_tarots_solution-checkpoint.ipynb new file mode 100644 index 0000000..3bc0366 --- /dev/null +++ b/exercises/match_tarots/.ipynb_checkpoints/match_tarots_solution-checkpoint.ipynb @@ -0,0 +1,281 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "373ed1db", + "metadata": {}, + "source": [ + "# Exercise: Match the tarot cards!\n", + "\n", + "Given 2 decks of tarot cards, `deck1` and `deck2`, find all the matching pairs. The output should be a set of tuples `(idx1, idx2)` for every matching pair in `deck1`, `deck2`.\n", + "\n", + "For example:\n", + "```\n", + "deck1 = ['C', 'B', 'A']\n", + "deck2 = ['A', 'C', 'B']\n", + "```\n", + "\n", + "should return (in no particular order):\n", + "\n", + "```\n", + "{(0, 1), (1, 2), (2, 0)}\n", + "```\n", + "\n", + "1. Write an algorithm to match the tarot cards\n", + "2. Compute the Big-O complexity of your algorithm\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "cf05b9c4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-- Deck 1: --\n", + " ['The Tower', 'The Star', 'Strength', 'The Devil', 'Judgement', 'The World', 'The High Priestess', 'The Hanged Man', 'The Sun', 'The Lovers', 'The Chariot', 'The Emperor', 'The Fool', 'The Empress', 'Death', 'Temperance', 'Justice', 'The Magician', 'Wheel of Fortune', 'The Hermit', 'The Hierophant', 'The Moon']\n", + "-- Deck 2: --\n", + " ['Temperance', 'The Sun', 'The Lovers', 'Strength', 'The High Priestess', 'The Magician', 'Justice', 'Judgement', 'The Empress', 'The Star', 'The Fool', 'The Hierophant', 'The Hanged Man', 'The Tower', 'The Moon', 'The Chariot', 'Death', 'The World', 'The Hermit', 'The Devil', 'Wheel of Fortune', 'The Emperor']\n" + ] + } + ], + "source": [ + "import random\n", + "\n", + "# List of tarot card names (Major Arcana)\n", + "tarot_cards = [\n", + " \"The Fool\", \"The Magician\", \"The High Priestess\", \"The Empress\", \"The Emperor\",\n", + " \"The Hierophant\", \"The Lovers\", \"The Chariot\", \"Strength\", \"The Hermit\",\n", + " \"Wheel of Fortune\", \"Justice\", \"The Hanged Man\", \"Death\", \"Temperance\",\n", + " \"The Devil\", \"The Tower\", \"The Star\", \"The Moon\", \"The Sun\", \"Judgement\",\n", + " \"The World\"\n", + "]\n", + "\n", + "# Copy the list to create two separate decks\n", + "deck1 = tarot_cards.copy()\n", + "deck2 = tarot_cards.copy()\n", + "\n", + "# Shuffle both decks\n", + "random.shuffle(deck1)\n", + "random.shuffle(deck2)\n", + "\n", + "# Print the shuffled decks\n", + "print(\"-- Deck 1: --\\n\", deck1)\n", + "print(\"-- Deck 2: --\\n\", deck2)" + ] + }, + { + "cell_type": "markdown", + "id": "3db3f337", + "metadata": {}, + "source": [ + "# Simplest implementation: O(N^2)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "319ef6a9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{(0, 13),\n", + " (1, 9),\n", + " (2, 3),\n", + " (3, 19),\n", + " (4, 7),\n", + " (5, 17),\n", + " (6, 4),\n", + " (7, 12),\n", + " (8, 1),\n", + " (9, 2),\n", + " (10, 15),\n", + " (11, 21),\n", + " (12, 10),\n", + " (13, 8),\n", + " (14, 16),\n", + " (15, 0),\n", + " (16, 6),\n", + " (17, 5),\n", + " (18, 20),\n", + " (19, 18),\n", + " (20, 11),\n", + " (21, 14)}" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "matches = set()\n", + "for idx1, card in enumerate(deck1): # O(N)\n", + " match = (idx1, deck2.index(card)) # O(N)\n", + " matches.add(match)\n", + " \n", + "matches" + ] + }, + { + "cell_type": "markdown", + "id": "3264eb67", + "metadata": {}, + "source": [ + "# Faster solution: O(N log N)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "c768a7c2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{(0, 13),\n", + " (1, 9),\n", + " (2, 3),\n", + " (3, 19),\n", + " (4, 7),\n", + " (5, 17),\n", + " (6, 4),\n", + " (7, 12),\n", + " (8, 1),\n", + " (9, 2),\n", + " (10, 15),\n", + " (11, 21),\n", + " (12, 10),\n", + " (13, 8),\n", + " (14, 16),\n", + " (15, 0),\n", + " (16, 6),\n", + " (17, 5),\n", + " (18, 20),\n", + " (19, 18),\n", + " (20, 11),\n", + " (21, 14)}" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Create a list of (tarot_card, idx), and sort it. This is kind of equivalent to np.argsort\n", + "n_cards = len(deck1)\n", + "sorted_deck1 = sorted((deck1[idx], idx) for idx in range(n_cards)) # O(N log N)\n", + "sorted_deck2 = sorted((deck2[idx], idx) for idx in range(n_cards)) # O(N log N)\n", + "\n", + "matches = set()\n", + "for idx in range(n_cards): # O(N)\n", + " matches.add((sorted_deck1[idx][1], sorted_deck2[idx][1])) # O(1)\n", + " \n", + "matches" + ] + }, + { + "cell_type": "markdown", + "id": "5099970a", + "metadata": {}, + "source": [ + "# 3. Fastest solution: O(N)" + ] + }, + { + "cell_type": "markdown", + "id": "83c53b82", + "metadata": {}, + "source": [] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "509dda71", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{(0, 13),\n", + " (1, 9),\n", + " (2, 3),\n", + " (3, 19),\n", + " (4, 7),\n", + " (5, 17),\n", + " (6, 4),\n", + " (7, 12),\n", + " (8, 1),\n", + " (9, 2),\n", + " (10, 15),\n", + " (11, 21),\n", + " (12, 10),\n", + " (13, 8),\n", + " (14, 16),\n", + " (15, 0),\n", + " (16, 6),\n", + " (17, 5),\n", + " (18, 20),\n", + " (19, 18),\n", + " (20, 11),\n", + " (21, 14)}" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Create a dictionary, mapping cards to the index in deck2\n", + "deck2_card_to_idx = {}\n", + "for idx2, card in enumerate(deck2): # O(N)\n", + " deck2_card_to_idx[card] = idx2\n", + "\n", + "# For each card and index in deck1, look up the index in deck2, and store the match\n", + "matches = set()\n", + "for idx1, card in enumerate(deck1): # O(N)\n", + " idx2 = deck2_card_to_idx[card] # O(1)\n", + " matches.add((idx1, idx2)) # O(1)\n", + " \n", + "matches" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f403a4ce", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/match_tarots/match_tarots.ipynb b/exercises/match_tarots/match_tarots.ipynb new file mode 100644 index 0000000..6af246f --- /dev/null +++ b/exercises/match_tarots/match_tarots.ipynb @@ -0,0 +1,108 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "373ed1db", + "metadata": {}, + "source": [ + "# Exercise: Match the tarot cards!\n", + "\n", + "Given 2 decks of tarot cards, `deck1` and `deck2`, find all the matching pairs. The output should be a set of tuples `(idx1, idx2)` for every matching pair in `deck1`, `deck2`.\n", + "\n", + "For example:\n", + "```\n", + "deck1 = ['C', 'B', 'A']\n", + "deck2 = ['A', 'C', 'B']\n", + "```\n", + "\n", + "should return (in no particular order):\n", + "\n", + "```\n", + "{(0, 1), (1, 2), (2, 0)}\n", + "```\n", + "\n", + "1. Write an algorithm to match the tarot cards\n", + "2. Compute the Big-O complexity of your algorithm\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "cf05b9c4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-- Deck 1: --\n", + " ['The Lovers', 'Temperance', 'The Emperor', 'The Sun', 'The Fool', 'The Chariot', 'Death', 'Strength', 'Justice', 'The Star', 'Judgement', 'The World', 'The Tower', 'The Hanged Man', 'The Empress', 'The Hermit', 'The Devil', 'The High Priestess', 'The Moon', 'The Hierophant', 'Wheel of Fortune', 'The Magician']\n", + "-- Deck 2: --\n", + " ['The Fool', 'Death', 'The Hermit', 'Strength', 'The Moon', 'Wheel of Fortune', 'Judgement', 'The Lovers', 'The Star', 'The Hanged Man', 'The Empress', 'The Emperor', 'The Magician', 'The Tower', 'The Hierophant', 'The Chariot', 'The High Priestess', 'Temperance', 'The World', 'The Devil', 'The Sun', 'Justice']\n" + ] + } + ], + "source": [ + "import random\n", + "\n", + "# List of tarot card names (Major Arcana)\n", + "tarot_cards = [\n", + " \"The Fool\", \"The Magician\", \"The High Priestess\", \"The Empress\", \"The Emperor\",\n", + " \"The Hierophant\", \"The Lovers\", \"The Chariot\", \"Strength\", \"The Hermit\",\n", + " \"Wheel of Fortune\", \"Justice\", \"The Hanged Man\", \"Death\", \"Temperance\",\n", + " \"The Devil\", \"The Tower\", \"The Star\", \"The Moon\", \"The Sun\", \"Judgement\",\n", + " \"The World\"\n", + "]\n", + "\n", + "# Copy the list to create two separate decks\n", + "deck1 = tarot_cards.copy()\n", + "deck2 = tarot_cards.copy()\n", + "\n", + "# Shuffle both decks\n", + "random.shuffle(deck1)\n", + "random.shuffle(deck2)\n", + "\n", + "# Print the shuffled decks\n", + "print(\"-- Deck 1: --\\n\", deck1)\n", + "print(\"-- Deck 2: --\\n\", deck2)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "48eb31e2", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "509dda71", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/match_tarots/match_tarots_solution.ipynb b/exercises/match_tarots/match_tarots_solution.ipynb new file mode 100644 index 0000000..3bc0366 --- /dev/null +++ b/exercises/match_tarots/match_tarots_solution.ipynb @@ -0,0 +1,281 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "373ed1db", + "metadata": {}, + "source": [ + "# Exercise: Match the tarot cards!\n", + "\n", + "Given 2 decks of tarot cards, `deck1` and `deck2`, find all the matching pairs. The output should be a set of tuples `(idx1, idx2)` for every matching pair in `deck1`, `deck2`.\n", + "\n", + "For example:\n", + "```\n", + "deck1 = ['C', 'B', 'A']\n", + "deck2 = ['A', 'C', 'B']\n", + "```\n", + "\n", + "should return (in no particular order):\n", + "\n", + "```\n", + "{(0, 1), (1, 2), (2, 0)}\n", + "```\n", + "\n", + "1. Write an algorithm to match the tarot cards\n", + "2. Compute the Big-O complexity of your algorithm\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "cf05b9c4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-- Deck 1: --\n", + " ['The Tower', 'The Star', 'Strength', 'The Devil', 'Judgement', 'The World', 'The High Priestess', 'The Hanged Man', 'The Sun', 'The Lovers', 'The Chariot', 'The Emperor', 'The Fool', 'The Empress', 'Death', 'Temperance', 'Justice', 'The Magician', 'Wheel of Fortune', 'The Hermit', 'The Hierophant', 'The Moon']\n", + "-- Deck 2: --\n", + " ['Temperance', 'The Sun', 'The Lovers', 'Strength', 'The High Priestess', 'The Magician', 'Justice', 'Judgement', 'The Empress', 'The Star', 'The Fool', 'The Hierophant', 'The Hanged Man', 'The Tower', 'The Moon', 'The Chariot', 'Death', 'The World', 'The Hermit', 'The Devil', 'Wheel of Fortune', 'The Emperor']\n" + ] + } + ], + "source": [ + "import random\n", + "\n", + "# List of tarot card names (Major Arcana)\n", + "tarot_cards = [\n", + " \"The Fool\", \"The Magician\", \"The High Priestess\", \"The Empress\", \"The Emperor\",\n", + " \"The Hierophant\", \"The Lovers\", \"The Chariot\", \"Strength\", \"The Hermit\",\n", + " \"Wheel of Fortune\", \"Justice\", \"The Hanged Man\", \"Death\", \"Temperance\",\n", + " \"The Devil\", \"The Tower\", \"The Star\", \"The Moon\", \"The Sun\", \"Judgement\",\n", + " \"The World\"\n", + "]\n", + "\n", + "# Copy the list to create two separate decks\n", + "deck1 = tarot_cards.copy()\n", + "deck2 = tarot_cards.copy()\n", + "\n", + "# Shuffle both decks\n", + "random.shuffle(deck1)\n", + "random.shuffle(deck2)\n", + "\n", + "# Print the shuffled decks\n", + "print(\"-- Deck 1: --\\n\", deck1)\n", + "print(\"-- Deck 2: --\\n\", deck2)" + ] + }, + { + "cell_type": "markdown", + "id": "3db3f337", + "metadata": {}, + "source": [ + "# Simplest implementation: O(N^2)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "319ef6a9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{(0, 13),\n", + " (1, 9),\n", + " (2, 3),\n", + " (3, 19),\n", + " (4, 7),\n", + " (5, 17),\n", + " (6, 4),\n", + " (7, 12),\n", + " (8, 1),\n", + " (9, 2),\n", + " (10, 15),\n", + " (11, 21),\n", + " (12, 10),\n", + " (13, 8),\n", + " (14, 16),\n", + " (15, 0),\n", + " (16, 6),\n", + " (17, 5),\n", + " (18, 20),\n", + " (19, 18),\n", + " (20, 11),\n", + " (21, 14)}" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "matches = set()\n", + "for idx1, card in enumerate(deck1): # O(N)\n", + " match = (idx1, deck2.index(card)) # O(N)\n", + " matches.add(match)\n", + " \n", + "matches" + ] + }, + { + "cell_type": "markdown", + "id": "3264eb67", + "metadata": {}, + "source": [ + "# Faster solution: O(N log N)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "c768a7c2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{(0, 13),\n", + " (1, 9),\n", + " (2, 3),\n", + " (3, 19),\n", + " (4, 7),\n", + " (5, 17),\n", + " (6, 4),\n", + " (7, 12),\n", + " (8, 1),\n", + " (9, 2),\n", + " (10, 15),\n", + " (11, 21),\n", + " (12, 10),\n", + " (13, 8),\n", + " (14, 16),\n", + " (15, 0),\n", + " (16, 6),\n", + " (17, 5),\n", + " (18, 20),\n", + " (19, 18),\n", + " (20, 11),\n", + " (21, 14)}" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Create a list of (tarot_card, idx), and sort it. This is kind of equivalent to np.argsort\n", + "n_cards = len(deck1)\n", + "sorted_deck1 = sorted((deck1[idx], idx) for idx in range(n_cards)) # O(N log N)\n", + "sorted_deck2 = sorted((deck2[idx], idx) for idx in range(n_cards)) # O(N log N)\n", + "\n", + "matches = set()\n", + "for idx in range(n_cards): # O(N)\n", + " matches.add((sorted_deck1[idx][1], sorted_deck2[idx][1])) # O(1)\n", + " \n", + "matches" + ] + }, + { + "cell_type": "markdown", + "id": "5099970a", + "metadata": {}, + "source": [ + "# 3. Fastest solution: O(N)" + ] + }, + { + "cell_type": "markdown", + "id": "83c53b82", + "metadata": {}, + "source": [] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "509dda71", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{(0, 13),\n", + " (1, 9),\n", + " (2, 3),\n", + " (3, 19),\n", + " (4, 7),\n", + " (5, 17),\n", + " (6, 4),\n", + " (7, 12),\n", + " (8, 1),\n", + " (9, 2),\n", + " (10, 15),\n", + " (11, 21),\n", + " (12, 10),\n", + " (13, 8),\n", + " (14, 16),\n", + " (15, 0),\n", + " (16, 6),\n", + " (17, 5),\n", + " (18, 20),\n", + " (19, 18),\n", + " (20, 11),\n", + " (21, 14)}" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Create a dictionary, mapping cards to the index in deck2\n", + "deck2_card_to_idx = {}\n", + "for idx2, card in enumerate(deck2): # O(N)\n", + " deck2_card_to_idx[card] = idx2\n", + "\n", + "# For each card and index in deck1, look up the index in deck2, and store the match\n", + "matches = set()\n", + "for idx1, card in enumerate(deck1): # O(N)\n", + " idx2 = deck2_card_to_idx[card] # O(1)\n", + " matches.add((idx1, idx2)) # O(1)\n", + " \n", + "matches" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f403a4ce", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/numpy_broadcasting_extra/broadcasting.ipynb b/exercises/numpy_broadcasting_extra/broadcasting.ipynb new file mode 100644 index 0000000..1a2ff40 --- /dev/null +++ b/exercises/numpy_broadcasting_extra/broadcasting.ipynb @@ -0,0 +1,374 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "282817dd", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:08:23.900532Z", + "start_time": "2023-06-27T20:08:22.963157Z" + }, + "slideshow": { + "slide_type": "skip" + } + }, + "outputs": [], + "source": [ + "import numpy as np\n", + "\n", + "def print_info(a):\n", + " \"\"\" Print the content of an array, and its metadata. \"\"\"\n", + " \n", + " txt = f\"\"\"\n", + "dtype\\t{a.dtype}\n", + "ndim\\t{a.ndim}\n", + "shape\\t{a.shape}\n", + "strides\\t{a.strides}\n", + " \"\"\"\n", + "\n", + " print(a)\n", + " print(txt)" + ] + }, + { + "cell_type": "markdown", + "id": "6cd0f8cf", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + " Mind-on exercises " + ] + }, + { + "cell_type": "markdown", + "id": "acba732f", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### Exercise 1: warm up\n", + "\n", + "```What is the expected output shape for each operation?```" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a41d0f74", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T19:58:58.881059Z", + "start_time": "2023-06-27T19:58:57.830Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "a = np.arange(5)\n", + "b = 5\n", + "\n", + "np.shape(a-b)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6f82a2fb", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T19:58:58.884966Z", + "start_time": "2023-06-27T19:58:57.833Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "a = np.ones((7, 1))\n", + "b = np.arange(7)\n", + "np.shape(a*b)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "808095ad", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T19:58:58.888119Z", + "start_time": "2023-06-27T19:58:57.836Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "a = np.random.randint(0, 50, (2, 3, 3))\n", + "b = np.random.randint(0, 10, (3, 1))\n", + "\n", + "np.shape(a-b)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d9a12a90", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T19:58:58.891462Z", + "start_time": "2023-06-27T19:58:57.839Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "a = np.arange(100).reshape(10, 10)\n", + "b = np.arange(1, 10)\n", + "\n", + "np.shape(a+b)" + ] + }, + { + "cell_type": "markdown", + "id": "69632f95", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### Exercise 2\n", + "\n", + "```\n", + "1. Create a random 2D array of dimension (5, 3)\n", + "2. Calculate the maximum value of each row\n", + "3. Divide each row by its maximum\n", + "```\n", + "\n", + "Remember to use broadcasting : NO FOR LOOPS!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "54e2a53e", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T19:58:58.894433Z", + "start_time": "2023-06-27T19:58:57.843Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "## Your code here" + ] + }, + { + "cell_type": "markdown", + "id": "b9facc0f", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### Exercise 3" + ] + }, + { + "cell_type": "markdown", + "id": "7e8156d0", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "Task: Find the closest **cluster** to the **observation**. \n", + "\n", + "Again, use broadcasting: DO NOT iterate cluster by cluster" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2969994e", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T19:58:58.899204Z", + "start_time": "2023-06-27T19:58:57.847Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "observation = np.array([30.0, 99.0]) #Observation\n", + "\n", + "#Clusters\n", + "clusters = np.array([[102.0, 203.0],\n", + " [132.0, 193.0],\n", + " [45.0, 155.0], \n", + " [57.0, 173.0]])" + ] + }, + { + "cell_type": "markdown", + "id": "f13352ff", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "Lets plot this data\n", + "\n", + "In the plot below, **+** is the observation and dots are the cluster coordinates" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b9f6b5cf", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T19:58:58.906715Z", + "start_time": "2023-06-27T19:58:57.850Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt \n", + "\n", + "plt.scatter(clusters[:, 0], clusters[:, 1]) #Scatter plot of clusters\n", + "for n, x in enumerate(clusters):\n", + " print('cluster %d' %n)\n", + " plt.annotate('cluster%d' %n, (x[0], x[1])) #Label each cluster\n", + "plt.plot(observation[0], observation[1], '+'); #Plot observation" + ] + }, + { + "cell_type": "markdown", + "id": "4f9b84e2", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "Closest cluster as seen by the plot is **2**. Your task is to write a function to calculate this" + ] + }, + { + "cell_type": "markdown", + "id": "8aea6781", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-26T19:25:08.202848Z", + "start_time": "2023-06-26T19:25:08.194923Z" + } + }, + "source": [ + "\n", + "**hint:** Find the distance between the observation and each row in the cluster. The cluster to which the observation belongs to is the row with the minimum distance.\n", + "\n", + "distance = $\\sqrt {\\left( {x_1 - x_2 } \\right)^2 + \\left( {y_1 - y_2 } \\right)^2 }$" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ea8a7240", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T19:58:58.916610Z", + "start_time": "2023-06-27T19:58:57.854Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "## Your code here" + ] + }, + { + "cell_type": "markdown", + "id": "beaee243", + "metadata": { + "slideshow": { + "slide_type": "skip" + } + }, + "source": [ + "## Sources + Resources\n", + "\n", + "ASPP 2016 - Stéfan van der Walt - https://github.com/ASPP/2016_numpy\n", + "\n", + "Basic Numpy: http://scipy-lectures.org/intro/numpy/index.html\n", + "\n", + "Advanced Numpy: http://scipy-lectures.org/advanced/advanced_numpy/index.html\n", + "\n", + "Numpy chapter in \"Python Data Science Handbook\" https://jakevdp.github.io/PythonDataScienceHandbook/02.00-introduction-to-numpy.html" + ] + } + ], + "metadata": { + "celltoolbar": "Slideshow", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + }, + "rise": { + "scroll": true + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/numpy_vectorize/.ipynb_checkpoints/numpy_vectorize_solution-checkpoint.ipynb b/exercises/numpy_vectorize/.ipynb_checkpoints/numpy_vectorize_solution-checkpoint.ipynb new file mode 100644 index 0000000..3947555 --- /dev/null +++ b/exercises/numpy_vectorize/.ipynb_checkpoints/numpy_vectorize_solution-checkpoint.ipynb @@ -0,0 +1,125 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 4, + "id": "192a5107", + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np" + ] + }, + { + "cell_type": "markdown", + "id": "75aa6951", + "metadata": {}, + "source": [ + "Vectorize this code" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "c912bb05", + "metadata": {}, + "outputs": [], + "source": [ + "size = 101\n", + "center = size // 2\n", + "radius = 20\n", + "\n", + "circle = np.zeros((size, size), dtype=float)\n", + "for i in range(size):\n", + " for j in range(size):\n", + " distance_from_center = np.sqrt((i - center)**2 + (j - center)**2)\n", + " if distance_from_center <= radius:\n", + " circle[i, j] = 1" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "9bb5a50c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAbUAAAGgCAYAAAAtsfn1AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAAAcgklEQVR4nO3df2xV9f3H8delhUvL2rsB495eabEkTVDxB7aOrBCpU2omOgmJv0DBuD9ggFK7CVTcrERa6TJGRicOsqAZQ8wiTLawjfqrSthGLVQRFpixg/qj6dy6e4uyltLP9w++nHApyI+dcun7Ph/JTbznnnv76cfGp59zTnsCzjknAAAMGJDsAQAA4BeiBgAwg6gBAMwgagAAM4gaAMAMogYAMIOoAQDMIGoAADOIGgDADKIGADAjqVF79tlnlZ+fr8GDB6uwsFBvv/12MocDAOjn0pP1hV966SWVlZXp2Wef1YQJE/SLX/xC3/72t7Vv3z7l5eV96Xt7enr0ySefKCsrS4FA4CKNGADgF+ecOjo6FI1GNWCAf+urQLL+oPH48eN1/fXXa/Xq1d62K664QlOnTlV1dfWXvvejjz5Sbm5uXw8RANDHWlpaNHLkSN8+Lykrta6uLjU2Nmrx4sUJ20tLS7Vjx45e+3d2dqqzs9N7fqLDE3Wb0jWwbwcLAPBdt45qu7YqKyvL189NStQ+++wzHTt2TOFwOGF7OBxWa2trr/2rq6v11FNP9dqeroFKDxA1AOh3/v8Yod+nkJJ6ocip34xz7rTfYEVFhWKxmPdoaWm5WEMEAPQjSVmpDR8+XGlpab1WZW1tbb1Wb5IUDAYVDAYv1vAAAP1UUlZqgwYNUmFhoerq6hK219XVqbi4OBlDAgAYkLRL+svLy/XAAw+oqKhI3/zmN7VmzRodOnRIc+bMSdaQAAD9XNKids899+hf//qXli5dqk8//VRjx47V1q1bNWrUqGQNCQDQzyXt99T+F/F4XKFQSCW6k6sfAaAf6nZH9aZeUSwWU3Z2tm+fy99+BACYQdQAAGYQNQCAGUQNAGAGUQMAmEHUAABmEDUAgBlEDQBgBlEDAJhB1AAAZhA1AIAZRA0AYAZRAwCYQdQAAGYQNQCAGUQNAGAGUQMAmEHUAABmEDUAgBlEDQBgBlEDAJhB1AAAZhA1AIAZRA0AYAZRAwCYQdQAAGYQNQCAGUQNAGAGUQMAmEHUAABmEDUAgBlEDQBgBlEDAJhB1AAAZhA1AIAZRA0AYAZRAwCYQdQAAGYQNQCAGUQNAGAGUQMAmEHUAABmEDUAgBlEDQBgBlEDAJhB1AAAZhA1AIAZRA0AYAZRAwCYQdQAAGYQNQCAGUQNAGAGUQMAmEHUAABmEDUAgBlEDQBgBlEDAJhB1AAAZhA1AIAZRA0AYAZRAwCYQdQAAGb4HrXq6mrdcMMNysrK0ogRIzR16lTt378/YR/nnCorKxWNRpWRkaGSkhLt3bvX76EAAFKM71Grr6/XvHnz9Je//EV1dXXq7u5WaWmpPv/8c2+fmpoarVixQrW1tWpoaFAkEtHkyZPV0dHh93AAACkk4JxzffkF/vnPf2rEiBGqr6/XjTfeKOecotGoysrKtGjRIklSZ2enwuGwli9frtmzZ5/1M+PxuEKhkEp0p9IDA/ty+ACAPtDtjupNvaJYLKbs7GzfPrfPz6nFYjFJ0tChQyVJzc3Nam1tVWlpqbdPMBjUpEmTtGPHjtN+Rmdnp+LxeMIDAIBT9WnUnHMqLy/XxIkTNXbsWElSa2urJCkcDifsGw6HvddOVV1drVAo5D1yc3P7ctgAgH6qT6M2f/58vffee3rxxRd7vRYIBBKeO+d6bTuhoqJCsVjMe7S0tPTJeAEA/Vt6X33www8/rC1btuitt97SyJEjve2RSETS8RVbTk6Ot72tra3X6u2EYDCoYDDYV0MFABjh+0rNOaf58+dr06ZNev3115Wfn5/wen5+viKRiOrq6rxtXV1dqq+vV3Fxsd/DAQCkEN9XavPmzdOGDRv0yiuvKCsryztPFgqFlJGRoUAgoLKyMlVVVamgoEAFBQWqqqpSZmampk+f7vdwAAApxPeorV69WpJUUlKSsH3dunV68MEHJUkLFy7UkSNHNHfuXLW3t2v8+PHatm2bsrKy/B4OACCF9PnvqfUFfk8NAPq3fvt7agAAXCxEDQBgBlEDAJhB1AAAZhA1AIAZRA0AYAZRAwCYQdQAAGYQNQCAGUQNAGAGUQMAmEHUAABmEDUAgBlEDQBgBlEDAJhB1AAAZhA1AIAZRA0AYAZRAwCYQdQAAGYQNQCAGUQNAGAGUQMAmEHUAABmEDUAgBlEDQBgBlEDAJiRnuwBAEj0p0+aEp7fGr0uKeMA+iNWagAAM4gaAMAMogYAMINzasAFOvXcV3/7Opyrg0Ws1AAAZhA1AIAZHH4EvsTFOsSYDF/2vXFoEv0VKzUAgBlEDQBgBlEDAJjBOTWkPMvnzS4U59vQX7FSAwCYQdQAAGYQNQCAGZxTg3mcM/PX2eaTc25IJlZqAAAziBoAwAwOP8IkDjkmz8lzz6FIXGys1AAAZhA1AIAZRA0AYAbn1GAC59AuTaf+e+EcG/oaKzUAgBlEDQBgBlEDAJjBOTX0S5xD6584x4a+xkoNAGAGUQMAmMHhR/QbHHK0hz+pBb+xUgMAmEHUAABmEDUAgBlEDQBgBlEDAJjR51Grrq5WIBBQWVmZt805p8rKSkWjUWVkZKikpER79+7t66EAAIzr06g1NDRozZo1uuaaaxK219TUaMWKFaqtrVVDQ4MikYgmT56sjo6OvhwOAMC4Pvs9tcOHD2vGjBlau3atnn76aW+7c04rV67UkiVLNG3aNEnSCy+8oHA4rA0bNmj27Nl9NST0M/xeWmrhT2jBD322Ups3b56mTJmiW265JWF7c3OzWltbVVpa6m0LBoOaNGmSduzYcdrP6uzsVDweT3gAAHCqPlmpbdy4Ubt27VJDQ0Ov11pbWyVJ4XA4YXs4HNbBgwdP+3nV1dV66qmn/B8oAMAU31dqLS0tWrBggdavX6/Bgwefcb9AIJDw3DnXa9sJFRUVisVi3qOlpcXXMQMAbPB9pdbY2Ki2tjYVFhZ6244dO6a33npLtbW12r9/v6TjK7acnBxvn7a2tl6rtxOCwaCCwaDfQwUAGOP7Su3mm2/Wnj171NTU5D2Kioo0Y8YMNTU1afTo0YpEIqqrq/Pe09XVpfr6ehUXF/s9HABACvF9pZaVlaWxY8cmbBsyZIiGDRvmbS8rK1NVVZUKCgpUUFCgqqoqZWZmavr06X4PBwCQQpJy65mFCxfqyJEjmjt3rtrb2zV+/Hht27ZNWVlZyRgOLhFcwo+TcYk/LkTAOeeSPYjzFY/HFQqFVKI7lR4YmOzhwCdEDV+GqNnS7Y7qTb2iWCym7Oxs3z6Xv/0IADCDqAEAzCBqAAAziBoAwAyiBgAwIymX9AMncMUjztXJPytcCYkzYaUGADCDqAEAzCBqAAAziBoAwAyiBgAwg6gBAMwgagAAM4gaAMAMogYAMIOoAQDMIGoAADOIGgDADKIGADCDqAEAzCBqAAAziBoAwAyiBgAwg6gBAMwgagAAM4gaAMAMogYAMCM92QNAavnTJ03JHgIMOPXn6NbodUkZBy49rNQAAGYQNQCAGUQNAGAG59RwUZ167oNzbLgQnEPDmbBSAwCYQdQAAGYQNQCAGUQNAGAGUQMAmEHUAABmEDUAgBlEDQBgBlEDAJhB1AAAZhA1AIAZRA0AYAZRAwCYQdQAAGYQNQCAGUQNAGAGUQMAmEHUAABmEDUAgBlEDQBgBlEDAJiRnuwBILXdGr3O++c/fdKUtHHg0nfyzwpwJqzUAABmEDUAgBlEDQBgBlEDAJhB1AAAZhA1AIAZXNKPS8apl2xziX9q4xJ+XAhWagAAM4gaAMCMPonaxx9/rPvvv1/Dhg1TZmamrrvuOjU2NnqvO+dUWVmpaDSqjIwMlZSUaO/evX0xFABACvE9au3t7ZowYYIGDhyoP/zhD9q3b59+8pOf6Ktf/aq3T01NjVasWKHa2lo1NDQoEolo8uTJ6ujo8Hs4AIAU4vuFIsuXL1dubq7WrVvnbbv88su9f3bOaeXKlVqyZImmTZsmSXrhhRcUDoe1YcMGzZ49u9dndnZ2qrOz03sej8f9HjYAwADfV2pbtmxRUVGR7rrrLo0YMULjxo3T2rVrvdebm5vV2tqq0tJSb1swGNSkSZO0Y8eO035mdXW1QqGQ98jNzfV72AAAA3xfqX344YdavXq1ysvL9fjjj2vnzp165JFHFAwGNXPmTLW2tkqSwuFwwvvC4bAOHjx42s+sqKhQeXm59zwejxO2FMAl/qmFS/jhB9+j1tPTo6KiIlVVVUmSxo0bp71792r16tWaOXOmt18gEEh4n3Ou17YTgsGggsGg30MFABjj++HHnJwcXXnllQnbrrjiCh06dEiSFIlEJMlbsZ3Q1tbWa/UGAMD58D1qEyZM0P79+xO2HThwQKNGjZIk5efnKxKJqK6uznu9q6tL9fX1Ki4u9ns4AIAU4vvhx0cffVTFxcWqqqrS3XffrZ07d2rNmjVas2aNpOOHHcvKylRVVaWCggIVFBSoqqpKmZmZmj59ut/DAQCkEN+jdsMNN2jz5s2qqKjQ0qVLlZ+fr5UrV2rGjBnePgsXLtSRI0c0d+5ctbe3a/z48dq2bZuysrL8Hg4AIIUEnHMu2YM4X/F4XKFQSCW6U+mBgckeDi4Srn60jasfU0u3O6o39YpisZiys7N9+1z+9iMAwAxuPYN+4+T/k2fVZgOrM/iNlRoAwAyiBgAwg8OP6Jf4E1r9E4cb0ddYqQEAzCBqAAAziBoAwAzOqcEEzrFdmjiHhouNlRoAwAyiBgAwg6gBAMzgnBpM4k9qJQ/n0ZBMrNQAAGYQNQCAGRx+hHlnOxzG4cnzw+FFXMpYqQEAzCBqAAAziBoAwAzOqSHlfdk5olQ938Z5M/RXrNQAAGYQNQCAGUQNAGAG59SAL2H5fBvnzWARKzUAgBlEDQBgBocfgQvUV4fvTj2syWFC4NyxUgMAmEHUAABmEDUAgBmcUwMuMZxDAy4cKzUAgBlEDQBgBlEDAJhB1AAAZhA1AIAZRA0AYAZRAwCYQdQAAGYQNQCAGUQNAGAGUQMAmEHUAABmEDUAgBlEDQBgBlEDAJhB1AAAZhA1AIAZRA0AYAZRAwCYQdQAAGYQNQCAGUQNAGAGUQMAmEHUAABmEDUAgBlEDQBgBlEDAJhB1AAAZhA1AIAZRA0AYAZRAwCY4XvUuru79cQTTyg/P18ZGRkaPXq0li5dqp6eHm8f55wqKysVjUaVkZGhkpIS7d271++hAABSjO9RW758uZ577jnV1tbqb3/7m2pqavTjH/9Yq1at8vapqanRihUrVFtbq4aGBkUiEU2ePFkdHR1+DwcAkELS/f7AP//5z7rzzjs1ZcoUSdLll1+uF198Ue+8846k46u0lStXasmSJZo2bZok6YUXXlA4HNaGDRs0e/bsXp/Z2dmpzs5O73k8Hvd72AAAA3xfqU2cOFGvvfaaDhw4IEl69913tX37dt12222SpObmZrW2tqq0tNR7TzAY1KRJk7Rjx47TfmZ1dbVCoZD3yM3N9XvYAAADfF+pLVq0SLFYTGPGjFFaWpqOHTumZcuW6b777pMktba2SpLC4XDC+8LhsA4ePHjaz6yoqFB5ebn3PB6PEzYAQC++R+2ll17S+vXrtWHDBl111VVqampSWVmZotGoZs2a5e0XCAQS3uec67XthGAwqGAw6PdQAQDG+B61xx57TIsXL9a9994rSbr66qt18OBBVVdXa9asWYpEIpKOr9hycnK897W1tfVavQEAcD58P6f2xRdfaMCAxI9NS0vzLunPz89XJBJRXV2d93pXV5fq6+tVXFzs93AAACnE95XaHXfcoWXLlikvL09XXXWVdu/erRUrVuihhx6SdPywY1lZmaqqqlRQUKCCggJVVVUpMzNT06dP93s4AIAU4nvUVq1apR/+8IeaO3eu2traFI1GNXv2bP3oRz/y9lm4cKGOHDmiuXPnqr29XePHj9e2bduUlZXl93AAACkk4JxzyR7E+YrH4wqFQirRnUoPDEz2cAAA56nbHdWbekWxWEzZ2dm+fS5/+xEAYAZRAwCYQdQAAGYQNQCAGUQNAGAGUQMAmEHUAABmEDUAgBlEDQBgBlEDAJhB1AAAZhA1AIAZRA0AYAZRAwCYQdQAAGYQNQCAGUQNAGAGUQMAmEHUAABmEDUAgBlEDQBgBlEDAJhB1AAAZhA1AIAZRA0AYAZRAwCYQdQAAGYQNQCAGUQNAGAGUQMAmEHUAABmEDUAgBlEDQBgBlEDAJhB1AAAZhA1AIAZRA0AYAZRAwCYQdQAAGYQNQCAGUQNAGAGUQMAmEHUAABmEDUAgBlEDQBgBlEDAJhB1AAAZhA1AIAZRA0AYAZRAwCYQdQAAGYQNQCAGUQNAGAGUQMAmEHUAABmEDUAgBlEDQBgBlEDAJhB1AAAZhA1AIAZRA0AYAZRAwCYcd5Re+utt3THHXcoGo0qEAjot7/9bcLrzjlVVlYqGo0qIyNDJSUl2rt3b8I+nZ2devjhhzV8+HANGTJE3/nOd/TRRx/9T98IAADnHbXPP/9c1157rWpra0/7ek1NjVasWKHa2lo1NDQoEolo8uTJ6ujo8PYpKyvT5s2btXHjRm3fvl2HDx/W7bffrmPHjl34dwIASHkB55y74DcHAtq8ebOmTp0q6fgqLRqNqqysTIsWLZJ0fFUWDoe1fPlyzZ49W7FYTF//+tf1q1/9Svfcc48k6ZNPPlFubq62bt2qW2+9tdfX6ezsVGdnp/c8Ho8rNzdXJbpT6YGBFzp8AECSdLujelOvKBaLKTs727fP9fWcWnNzs1pbW1VaWuptCwaDmjRpknbs2CFJamxs1NGjRxP2iUajGjt2rLfPqaqrqxUKhbxHbm6un8MGABiR7ueHtba2SpLC4XDC9nA4rIMHD3r7DBo0SF/72td67XPi/aeqqKhQeXm59zwWiykvL0/dOipd8DoTAJAs3Toq6fgRPj/5GrUTAoFAwnPnXK9tp/qyfYLBoILBoPc8Ho9LkrZr6/84UgBAMnV0dCgUCvn2eb5GLRKJSDq+GsvJyfG2t7W1eau3SCSirq4utbe3J6zW2traVFxcfE5fJxqNqqWlRc455eXlqaWlxddjspacOP/IHH055unsmKOzY47O7sQcHTp0SIFAQNFo1NfP9zVq+fn5ikQiqqur07hx4yRJXV1dqq+v1/LlyyVJhYWFGjhwoOrq6nT33XdLkj799FO9//77qqmpOaevM2DAAI0cOdJbsWVnZ/MDdBbM0blhns6OOTo75ujsQqFQn8zReUft8OHD+uCDD7znzc3Nampq0tChQ5WXl6eysjJVVVWpoKBABQUFqqqqUmZmpqZPny7p+Dfy3e9+V9///vc1bNgwDR06VD/4wQ909dVX65ZbbvHvOwMApJzzjto777yjm266yXt+4gKOWbNm6fnnn9fChQt15MgRzZ07V+3t7Ro/fry2bdumrKws7z0//elPlZ6errvvvltHjhzRzTffrOeff15paWk+fEsAgFR13lErKSn50qtVAoGAKisrVVlZecZ9Bg8erFWrVmnVqlXn++UTBINBPfnkkwkXkSARc3RumKezY47Ojjk6u76eo//pl68BALiU8AeNAQBmEDUAgBlEDQBgBlEDAJhB1AAAZvTrqD377LPKz8/X4MGDVVhYqLfffjvZQ0qK6upq3XDDDcrKytKIESM0depU7d+/P2Gfc7l5ayqprq5WIBBQWVmZt405Ou7jjz/W/fffr2HDhikzM1PXXXedGhsbvddTfZ66u7v1xBNPKD8/XxkZGRo9erSWLl2qnp4eb59Um6NL6ubRrp/auHGjGzhwoFu7dq3bt2+fW7BggRsyZIg7ePBgsod20d16661u3bp17v3333dNTU1uypQpLi8vzx0+fNjb55lnnnFZWVnu5Zdfdnv27HH33HOPy8nJcfF4PIkjT46dO3e6yy+/3F1zzTVuwYIF3nbmyLl///vfbtSoUe7BBx90f/3rX11zc7N79dVX3QcffODtk+rz9PTTT7thw4a53//+9665udn95je/cV/5ylfcypUrvX1SbY62bt3qlixZ4l5++WUnyW3evDnh9XOZjzlz5rjLLrvM1dXVuV27drmbbrrJXXvtta67u/u8xtJvo/aNb3zDzZkzJ2HbmDFj3OLFi5M0oktHW1ubk+Tq6+udc8719PS4SCTinnnmGW+f//73vy4UCrnnnnsuWcNMio6ODldQUODq6urcpEmTvKgxR8ctWrTITZw48YyvM0/OTZkyxT300EMJ26ZNm+buv/9+5xxzdGrUzmU+/vOf/7iBAwe6jRs3evt8/PHHbsCAAe6Pf/zjeX39fnn4saurS42NjQk3GpWk0tLSM95oNJXEYjFJ0tChQyWd281bU8W8efM0ZcqUXn9nlDk6bsuWLSoqKtJdd92lESNGaNy4cVq7dq33OvMkTZw4Ua+99poOHDggSXr33Xe1fft23XbbbZKYo1P11c2jz6RP7qfW1z777DMdO3bstDcjPdONRlOFc07l5eWaOHGixo4dK+ncbt6aCjZu3Khdu3apoaGh12vM0XEffvihVq9erfLycj3++OPauXOnHnnkEQWDQc2cOZN5krRo0SLFYjGNGTNGaWlpOnbsmJYtW6b77rtPEj9Lp+qrm0efSb+M2gkXcjNS6+bPn6/33ntP27dv7/VaKs9XS0uLFixYoG3btmnw4MFn3C+V50iSenp6VFRUpKqqKknSuHHjtHfvXq1evVozZ8709kvleXrppZe0fv16bdiwQVdddZWamppUVlamaDSqWbNmeful8hydjt83jz6Tfnn4cfjw4UpLS+tV8JNvRpqKHn74YW3ZskVvvPGGRo4c6W0/+eatJ0ul+WpsbFRbW5sKCwuVnp6u9PR01dfX62c/+5nS09O9eUjlOZKknJwcXXnllQnbrrjiCh06dEgSP0uS9Nhjj2nx4sW69957dfXVV+uBBx7Qo48+qurqaknM0anOZT5Ovnn0mfY5V/0yaoMGDVJhYaHq6uoSttfV1Z3z3bMtcc5p/vz52rRpk15//XXl5+cnvH7yzVtPOHHz1lSZr5tvvll79uxRU1OT9ygqKtKMGTPU1NSk0aNHp/wcSdKECRN6/TrIgQMHNGrUKEn8LEnSF198oQEDEv/TmZaW5l3SzxwlOpf5OPnm0SecuHn0ec/ZBV3ecgk4cUn/L3/5S7dv3z5XVlbmhgwZ4v7xj38ke2gX3fe+9z0XCoXcm2++6T799FPv8cUXX3j7PPPMMy4UCrlNmza5PXv2uPvuu8/0Jcbn4uSrH51jjpw7/usO6enpbtmyZe7vf/+7+/Wvf+0yMzPd+vXrvX1SfZ5mzZrlLrvsMu+S/k2bNrnhw4e7hQsXevuk2hx1dHS43bt3u927dztJbsWKFW737t3er1idy3zMmTPHjRw50r366qtu165d7lvf+lZqXdLvnHM///nP3ahRo9ygQYPc9ddf713Cnmoknfaxbt06b5+enh735JNPukgk4oLBoLvxxhvdnj17kjfoS8CpUWOOjvvd737nxo4d64LBoBszZoxbs2ZNwuupPk/xeNwtWLDA5eXlucGDB7vRo0e7JUuWuM7OTm+fVJujN95447T/DZo1a5Zz7tzm48iRI27+/Plu6NChLiMjw91+++3u0KFD5z0W7qcGADCjX55TAwDgdIgaAMAMogYAMIOoAQDMIGoAADOIGgDADKIGADCDqAEAzCBqAAAziBoAwAyiBgAw4/8AYnPO+dy4ZecAAAAASUVORK5CYII=", + "text/plain": [ + "

        " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(circle)" + ] + }, + { + "cell_type": "markdown", + "id": "1282ed4c", + "metadata": {}, + "source": [ + "# Solution" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "a94b5623", + "metadata": {}, + "outputs": [], + "source": [ + "size = 101\n", + "center = size // 2\n", + "x = np.arange(size)\n", + "y = x.reshape((size, 1))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c17f406b", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/numpy_vectorize/numpy_vectorize.ipynb b/exercises/numpy_vectorize/numpy_vectorize.ipynb new file mode 100644 index 0000000..f335960 --- /dev/null +++ b/exercises/numpy_vectorize/numpy_vectorize.ipynb @@ -0,0 +1,117 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "84886528", + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np" + ] + }, + { + "cell_type": "markdown", + "id": "b8b62e7c", + "metadata": {}, + "source": [ + "Vectorize this code" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "30cd956c", + "metadata": {}, + "outputs": [], + "source": [ + "size = 101\n", + "center = size // 2\n", + "radius = 20\n", + "\n", + "circle = np.zeros((size, size), dtype=float)\n", + "for i in range(size):\n", + " for j in range(size):\n", + " distance_from_center = np.sqrt((i - center)**2 + (j - center)**2)\n", + " if distance_from_center <= radius:\n", + " circle[i, j] = 1" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "698050fb", + "metadata": {}, + "outputs": [], + "source": [ + "plt.imshow(circle)" + ] + }, + { + "cell_type": "markdown", + "id": "a6ac0138", + "metadata": {}, + "source": [ + "# Solution" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d89a3e0d", + "metadata": {}, + "outputs": [], + "source": [ + "# type your solution here" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ea311dfc", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c62096b1", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a1469dfa", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/numpy_vectorize/numpy_vectorize_solution.ipynb b/exercises/numpy_vectorize/numpy_vectorize_solution.ipynb new file mode 100644 index 0000000..4cfeac3 --- /dev/null +++ b/exercises/numpy_vectorize/numpy_vectorize_solution.ipynb @@ -0,0 +1,125 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "84886528", + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np" + ] + }, + { + "cell_type": "markdown", + "id": "b8b62e7c", + "metadata": {}, + "source": [ + "Vectorize this code" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "30cd956c", + "metadata": {}, + "outputs": [], + "source": [ + "size = 101\n", + "center = size // 2\n", + "radius = 20\n", + "\n", + "circle = np.zeros((size, size), dtype=float)\n", + "for i in range(size):\n", + " for j in range(size):\n", + " distance_from_center = np.sqrt((i - center)**2 + (j - center)**2)\n", + " if distance_from_center <= radius:\n", + " circle[i, j] = 1" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "698050fb", + "metadata": {}, + "outputs": [], + "source": [ + "plt.imshow(circle)" + ] + }, + { + "cell_type": "markdown", + "id": "a6ac0138", + "metadata": {}, + "source": [ + "# Solution" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d89a3e0d", + "metadata": {}, + "outputs": [], + "source": [ + "size = 101\n", + "center = size // 2\n", + "x = np.arange(size)\n", + "y = x.reshape((size, 1))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ea311dfc", + "metadata": {}, + "outputs": [], + "source": [ + "distance_from_center = np.sqrt((x - center) ** 2 + (y - center) ** 2)\n", + "circle = distance_from_center <= radius" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c62096b1", + "metadata": {}, + "outputs": [], + "source": [ + "plt.imshow(circle)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a1469dfa", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/numpy_view_or_copy/view_or_copy.ipynb b/exercises/numpy_view_or_copy/view_or_copy.ipynb new file mode 100644 index 0000000..dbd5adc --- /dev/null +++ b/exercises/numpy_view_or_copy/view_or_copy.ipynb @@ -0,0 +1,194 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "774cc021", + "metadata": {}, + "source": [ + "# Is it a view or a copy?\n", + "\n", + "- For every operations on the array `x`, decide whether it returns a view of `x`, or a copy\n", + "- If it's a view, derive the new values for the metadata (ndim, shape, strides)\n", + "- You can verify your answers with the function `print_info` defined below" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4ccf18f3", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "\n", + "\n", + "def is_view(a, x):\n", + " \"\"\" Is `a` a view of `x`? \"\"\"\n", + " return a.base is x\n", + "\n", + "\n", + "def print_info(a, x):\n", + " txt = f\"\"\"\n", + "Is it a view? {is_view(a, x)}\n", + "\n", + "dtype\\t{a.dtype}\n", + "ndim\\t{a.ndim}\n", + "shape\\t{a.shape}\n", + "strides\\t{a.strides}\n", + " \"\"\"\n", + " print(a)\n", + " print(txt)\n", + "\n", + "\n", + "x = np.arange(12).reshape(3, 4).copy()\n", + "print_info(x, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b68308e8", + "metadata": {}, + "outputs": [], + "source": [ + "y = x[::2, :]\n", + "#print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "85feedb0", + "metadata": {}, + "outputs": [], + "source": [ + "y = x[1, :]\n", + "#print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dbbb9a7f", + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "y = x[1]\n", + "#print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4957469c", + "metadata": {}, + "outputs": [], + "source": [ + "y = x[[1, 2, 0], [1, 1, 2]]\n", + "print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "aa8effeb", + "metadata": {}, + "outputs": [], + "source": [ + "# Get the first and third row\n", + "y = x[[0, 2], :]\n", + "#print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d1649515", + "metadata": {}, + "outputs": [], + "source": [ + "y = x.reshape((6, 2))\n", + "#print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "15b0d7ad", + "metadata": {}, + "outputs": [], + "source": [ + "y = x.ravel()\n", + "#print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "38cc1ef3", + "metadata": {}, + "outputs": [], + "source": [ + "y = x.T.ravel()\n", + "#print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b7d0cc63", + "metadata": {}, + "outputs": [], + "source": [ + "# Get all the odd elements\n", + "y = x[(x % 2) == 1]\n", + "#print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4474f8cf", + "metadata": {}, + "outputs": [], + "source": [ + "y = x + 2\n", + "#print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "866e842a", + "metadata": {}, + "outputs": [], + "source": [ + "y = np.sort(x, axis=1)\n", + "#print_info(y ,x)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/numpy_view_or_copy/view_or_copy_solution.ipynb b/exercises/numpy_view_or_copy/view_or_copy_solution.ipynb new file mode 100644 index 0000000..da68064 --- /dev/null +++ b/exercises/numpy_view_or_copy/view_or_copy_solution.ipynb @@ -0,0 +1,194 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "774cc021", + "metadata": {}, + "source": [ + "# Is it a view or a copy?\n", + "\n", + "- For every operations on the array `x`, decide whether it returns a view of `x`, or a copy\n", + "- If it's a view, derive the new values for the metadata (ndim, shape, strides)\n", + "- You can verify your answers with the function `print_info` defined below" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4ccf18f3", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "\n", + "\n", + "def is_view(a, x):\n", + " \"\"\" Is `a` a view of `x`? \"\"\"\n", + " return a.base is x\n", + "\n", + "\n", + "def print_info(a, x):\n", + " txt = f\"\"\"\n", + "Is it a view? {is_view(a, x)}\n", + "\n", + "dtype\\t{a.dtype}\n", + "ndim\\t{a.ndim}\n", + "shape\\t{a.shape}\n", + "strides\\t{a.strides}\n", + " \"\"\"\n", + " print(a)\n", + " print(txt)\n", + "\n", + "\n", + "x = np.arange(12).reshape(3, 4).copy()\n", + "print_info(x, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b68308e8", + "metadata": {}, + "outputs": [], + "source": [ + "y = x[::2, :]\n", + "print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "85feedb0", + "metadata": {}, + "outputs": [], + "source": [ + "y = x[1, :]\n", + "print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dbbb9a7f", + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "y = x[1]\n", + "print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4957469c", + "metadata": {}, + "outputs": [], + "source": [ + "y = x[[1, 2, 0], [1, 1, 2]]\n", + "print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "aa8effeb", + "metadata": {}, + "outputs": [], + "source": [ + "# Get the first and third row\n", + "y = x[[0, 2], :]\n", + "print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d1649515", + "metadata": {}, + "outputs": [], + "source": [ + "y = x.reshape((6, 2))\n", + "print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "15b0d7ad", + "metadata": {}, + "outputs": [], + "source": [ + "y = x.ravel()\n", + "print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "38cc1ef3", + "metadata": {}, + "outputs": [], + "source": [ + "y = x.T.ravel()\n", + "print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b7d0cc63", + "metadata": {}, + "outputs": [], + "source": [ + "# Get all the odd elements\n", + "y = x[(x % 2) == 1]\n", + "print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4474f8cf", + "metadata": {}, + "outputs": [], + "source": [ + "y = x + 2\n", + "print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "866e842a", + "metadata": {}, + "outputs": [], + "source": [ + "y = np.sort(x, axis=1)\n", + "print_info(y ,x)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/pandas_intro/.DS_Store b/exercises/pandas_intro/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..5008ddfcf53c02e82d7eee2e57c38e5672ef89f6 GIT binary patch literal 6148 zcmeH~Jr2S!425mzP>H1@V-^m;4Wg<&0T*E43hX&L&p$$qDprKhvt+--jT7}7np#A3 zem<@ulZcFPQ@L2!n>{z**++&mCkOWA81W14cNZlEfg7;MkzE(HCqgga^y>{tEnwC%0;vJ&^%eQ zLs35+`xjp>T0\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPfilenameslicecell_chcell_IDdaytreatmenthrs_incubationrepatchhrs_after_OPRsRinresting_potentialmax_spikesRheobaseAP_heigthTHmax_depolmax_repolmembra_time_constant_taucapacitancecommentsrheo_rampAP_halfwidthRheobse_rampUnnamed: 27rheos_rampcommenthigh K concentrationRMP_from_char
        0OP23042023420003.abfS1123420S1c1D1TTX0.0no10.4163896.67564339.025301-74.28588924200.080.749512-35.278320336.181641-60.79101619.40510.6017670753.3801131.151009NaNNaNNaNNaNNaN8 mM-61.828554
        1OP23042023420003.abfS1323420S1c3D1TTX0.0no10.4163897.86717448.728367-69.57397526300.078.448486-32.043457350.097656-67.13867217.30393.3979181585.1028371.006321NaNNaNNaNNaNNaN8 mM-60.460298
        2OP23042023420003.abfS1623420S1c6D1TTX0.0no10.4163898.82013435.971082-54.95605522300.076.660156-29.827881270.629883-52.24609414.85426.0987743173.9157971.266335NaNNaNNaNNaNNaN8 mM-59.615979
        3OP23042023420003.abfS1723420S1c7D1TTX0.0yes10.4163897.26919539.186101-69.26879924300.075.030518-29.699707242.553711-71.41113317.15478.2733624598.0799360.994396NaNNaNNaNNaNNaN8 mM-61.173839
        4OP23042023420003.abfS1823420S1c8D1TTX0.0yes10.4163896.00040031.599917-70.55053722350.081.011963-33.068848309.448242-61.40136716.65575.5139245786.9278981.182830NaNNaNNaNNaNNaN8 mM-60.956350
        \n", + "" + ], + "text/plain": [ + " OP filename slice cell_ch cell_ID day treatment \\\n", + "0 OP230420 23420003.abf S1 1 23420S1c1 D1 TTX \n", + "1 OP230420 23420003.abf S1 3 23420S1c3 D1 TTX \n", + "2 OP230420 23420003.abf S1 6 23420S1c6 D1 TTX \n", + "3 OP230420 23420003.abf S1 7 23420S1c7 D1 TTX \n", + "4 OP230420 23420003.abf S1 8 23420S1c8 D1 TTX \n", + "\n", + " hrs_incubation repatch hrs_after_OP Rs Rin \\\n", + "0 0.0 no 10.416389 6.675643 39.025301 \n", + "1 0.0 no 10.416389 7.867174 48.728367 \n", + "2 0.0 no 10.416389 8.820134 35.971082 \n", + "3 0.0 yes 10.416389 7.269195 39.186101 \n", + "4 0.0 yes 10.416389 6.000400 31.599917 \n", + "\n", + " resting_potential max_spikes Rheobase AP_heigth TH max_depol \\\n", + "0 -74.285889 24 200.0 80.749512 -35.278320 336.181641 \n", + "1 -69.573975 26 300.0 78.448486 -32.043457 350.097656 \n", + "2 -54.956055 22 300.0 76.660156 -29.827881 270.629883 \n", + "3 -69.268799 24 300.0 75.030518 -29.699707 242.553711 \n", + "4 -70.550537 22 350.0 81.011963 -33.068848 309.448242 \n", + "\n", + " max_repol membra_time_constant_tau capacitance comments rheo_ramp \\\n", + "0 -60.791016 19.40 510.601767 0 753.380113 \n", + "1 -67.138672 17.30 393.397918 1 585.102837 \n", + "2 -52.246094 14.85 426.098774 3 173.915797 \n", + "3 -71.411133 17.15 478.273362 4 598.079936 \n", + "4 -61.401367 16.65 575.513924 5 786.927898 \n", + "\n", + " AP_halfwidth Rheobse_ramp Unnamed: 27 rheos_ramp comment \\\n", + "0 1.151009 NaN NaN NaN NaN NaN \n", + "1 1.006321 NaN NaN NaN NaN NaN \n", + "2 1.266335 NaN NaN NaN NaN NaN \n", + "3 0.994396 NaN NaN NaN NaN NaN \n", + "4 1.182830 NaN NaN NaN NaN NaN \n", + "\n", + " high K concentration RMP_from_char \n", + "0 8 mM -61.828554 \n", + "1 8 mM -60.460298 \n", + "2 8 mM -59.615979 \n", + "3 8 mM -61.173839 \n", + "4 8 mM -60.956350 " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "markdown", + "id": "deecdfa0", + "metadata": {}, + "source": [ + "## 3. Display the names and dtypes of all the columns" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "025779f0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "OP object\n", + "filename object\n", + "slice object\n", + "cell_ch int64\n", + "cell_ID object\n", + "day object\n", + "treatment object\n", + "hrs_incubation float64\n", + "repatch object\n", + "hrs_after_OP float64\n", + "Rs float64\n", + "Rin float64\n", + "resting_potential float64\n", + "max_spikes int64\n", + "Rheobase float64\n", + "AP_heigth float64\n", + "TH float64\n", + "max_depol float64\n", + "max_repol float64\n", + "membra_time_constant_tau float64\n", + "capacitance float64\n", + "comments object\n", + "rheo_ramp float64\n", + "AP_halfwidth float64\n", + "Rheobse_ramp float64\n", + "Unnamed: 27 float64\n", + "rheos_ramp float64\n", + "comment object\n", + " float64\n", + "high K concentration object\n", + "RMP_from_char float64\n", + "dtype: object" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.dtypes" + ] + }, + { + "cell_type": "markdown", + "id": "411f4228", + "metadata": {}, + "source": [ + "## 4. Display the unique values of the `high K concentration` and of the `treatment` columns" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "a2248e7b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['8 mM', '15 mM'], dtype=object)" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['high K concentration'].unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "4d0f3708", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['TTX', 'high K', 'Ctrl', 'wash in high K'], dtype=object)" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['treatment'].unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "f3154259", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "44" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['OP'].nunique()" + ] + }, + { + "cell_type": "markdown", + "id": "1e395e8d", + "metadata": {}, + "source": [ + "## 5. Display the main statistics of the `max_spikes` column" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "0d196291", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 827.000000\n", + "mean 27.920193\n", + "std 57.997378\n", + "min 0.000000\n", + "25% 19.000000\n", + "50% 26.000000\n", + "75% 33.000000\n", + "max 1664.000000\n", + "Name: max_spikes, dtype: float64" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['max_spikes'].describe()" + ] + }, + { + "cell_type": "markdown", + "id": "c8c9f6b2", + "metadata": {}, + "source": [ + "## 6. Show all the rows where the max number of spikes is larger than 50" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "d907492d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPfilenameslicecell_chcell_IDdaytreatmenthrs_incubationrepatchhrs_after_OPRsRinresting_potentialmax_spikesRheobaseAP_heigthTHmax_depolmax_repolmembra_time_constant_taucapacitancecommentsrheo_rampAP_halfwidthRheobse_rampUnnamed: 27rheos_rampcommenthigh K concentrationRMP_from_char
        70OP23113023n30003.abfS1123n30S1c1D1Ctrl0.0yes11.99277815.62708158.666581-78.06091355300.088.775635-41.577148352.294922-103.51562513.80329.3506190NaN0.811086351.581719NaNNaNNaNNaN8 mM-71.584465
        74OP23113023n30037.abfS1_D2223n30S1_D2c2D2wash in high K21.0no32.6994447.42644265.804793-67.54455661250.077.716064-36.505127246.459961-74.34082012.50200.2933988; exclude; Rs_end > 30NaN0.950158322.090736NaNNaNNaNNaN8 mM-59.579331
        262OP23080823808003.abfS1623808S1c6D1TTX0.0no8.16333310.394754106.082649-83.3007811664-300.071.081543-15.057373237.426758-69.70214813.0598.9408615NaN1.025354NaNNaNNaNNaNNaN8 mM-32.684415
        321OP23020923209012.abfS2523209S2c5D1high K0.0no-2.8747228.52573081.231493-69.04907253100.082.275391-34.912109365.478516-98.26660213.05141.8316428192.0246010.713136NaNNaNNaNNaNNaN8 mM-58.246034
        396OP23081023810004.abfS1523810S1c5D1high K0.0yes5.66083325.46841279.043216-65.15502955100.085.491943-43.072510389.770508-80.07812511.45241.5927883224.5875000.966593NaNNaNNaNNaNNaN8 mM-60.860893
        397OP23081023810004.abfS1723810S1c7D1high K0.0yes5.66083326.75653074.709503-64.85595753150.090.942383-42.932129423.950195-83.0078129.10239.3168545307.5403000.965371NaNNaNNaNNaNNaN8 mM-61.513494
        398OP23081023810004.abfS1823810S1c8D1high K0.0no5.66083318.02366563.532613-61.41357455200.084.509277-39.605713339.843750-77.3925787.10146.6915516199.5067001.043352NaNNaNNaNNaNNaN8 mM-62.291177
        558OP23031423314003.abfS1823314S1c8D1high K0.0no5.94083322.05420497.596130-67.35839852100.079.431152-41.333008325.073242-111.57226613.30186.4047905NaN0.776089NaNNaN201.505075NaNNaN8 mM-61.035575
        646OP24011724118004.abfS2_D2424117S2_D2c4D1Ctrl20.0no26.42420017.188385139.095453-76.91650461100.078.436279-40.686035316.040039-95.09277319.80201.3675983NaN0.740537295.539851NaNNaNNaNNaN8 mM-59.561161
        647OP24011724118004.abfS2_D2524117S2_D2c5D1Ctrl20.0no26.42420027.929918140.091217-70.42236356100.082.684326-44.421387325.561523-96.92382818.85226.1723914NaN0.769121207.006900NaNNaNNaNNaN8 mM-60.495223
        \n", + "
        " + ], + "text/plain": [ + " OP filename slice cell_ch cell_ID day treatment \\\n", + "70 OP231130 23n30003.abf S1 1 23n30S1c1 D1 Ctrl \n", + "74 OP231130 23n30037.abf S1_D2 2 23n30S1_D2c2 D2 wash in high K \n", + "262 OP230808 23808003.abf S1 6 23808S1c6 D1 TTX \n", + "321 OP230209 23209012.abf S2 5 23209S2c5 D1 high K \n", + "396 OP230810 23810004.abf S1 5 23810S1c5 D1 high K \n", + "397 OP230810 23810004.abf S1 7 23810S1c7 D1 high K \n", + "398 OP230810 23810004.abf S1 8 23810S1c8 D1 high K \n", + "558 OP230314 23314003.abf S1 8 23314S1c8 D1 high K \n", + "646 OP240117 24118004.abf S2_D2 4 24117S2_D2c4 D1 Ctrl \n", + "647 OP240117 24118004.abf S2_D2 5 24117S2_D2c5 D1 Ctrl \n", + "\n", + " hrs_incubation repatch hrs_after_OP Rs Rin \\\n", + "70 0.0 yes 11.992778 15.627081 58.666581 \n", + "74 21.0 no 32.699444 7.426442 65.804793 \n", + "262 0.0 no 8.163333 10.394754 106.082649 \n", + "321 0.0 no -2.874722 8.525730 81.231493 \n", + "396 0.0 yes 5.660833 25.468412 79.043216 \n", + "397 0.0 yes 5.660833 26.756530 74.709503 \n", + "398 0.0 no 5.660833 18.023665 63.532613 \n", + "558 0.0 no 5.940833 22.054204 97.596130 \n", + "646 20.0 no 26.424200 17.188385 139.095453 \n", + "647 20.0 no 26.424200 27.929918 140.091217 \n", + "\n", + " resting_potential max_spikes Rheobase AP_heigth TH \\\n", + "70 -78.060913 55 300.0 88.775635 -41.577148 \n", + "74 -67.544556 61 250.0 77.716064 -36.505127 \n", + "262 -83.300781 1664 -300.0 71.081543 -15.057373 \n", + "321 -69.049072 53 100.0 82.275391 -34.912109 \n", + "396 -65.155029 55 100.0 85.491943 -43.072510 \n", + "397 -64.855957 53 150.0 90.942383 -42.932129 \n", + "398 -61.413574 55 200.0 84.509277 -39.605713 \n", + "558 -67.358398 52 100.0 79.431152 -41.333008 \n", + "646 -76.916504 61 100.0 78.436279 -40.686035 \n", + "647 -70.422363 56 100.0 82.684326 -44.421387 \n", + "\n", + " max_depol max_repol membra_time_constant_tau capacitance \\\n", + "70 352.294922 -103.515625 13.80 329.350619 \n", + "74 246.459961 -74.340820 12.50 200.293398 \n", + "262 237.426758 -69.702148 13.05 98.940861 \n", + "321 365.478516 -98.266602 13.05 141.831642 \n", + "396 389.770508 -80.078125 11.45 241.592788 \n", + "397 423.950195 -83.007812 9.10 239.316854 \n", + "398 339.843750 -77.392578 7.10 146.691551 \n", + "558 325.073242 -111.572266 13.30 186.404790 \n", + "646 316.040039 -95.092773 19.80 201.367598 \n", + "647 325.561523 -96.923828 18.85 226.172391 \n", + "\n", + " comments rheo_ramp AP_halfwidth Rheobse_ramp \\\n", + "70 0 NaN 0.811086 351.581719 \n", + "74 8; exclude; Rs_end > 30 NaN 0.950158 322.090736 \n", + "262 5 NaN 1.025354 NaN \n", + "321 8 192.024601 0.713136 NaN \n", + "396 3 224.587500 0.966593 NaN \n", + "397 5 307.540300 0.965371 NaN \n", + "398 6 199.506700 1.043352 NaN \n", + "558 5 NaN 0.776089 NaN \n", + "646 3 NaN 0.740537 295.539851 \n", + "647 4 NaN 0.769121 207.006900 \n", + "\n", + " Unnamed: 27 rheos_ramp comment high K concentration RMP_from_char \n", + "70 NaN NaN NaN NaN 8 mM -71.584465 \n", + "74 NaN NaN NaN NaN 8 mM -59.579331 \n", + "262 NaN NaN NaN NaN 8 mM -32.684415 \n", + "321 NaN NaN NaN NaN 8 mM -58.246034 \n", + "396 NaN NaN NaN NaN 8 mM -60.860893 \n", + "397 NaN NaN NaN NaN 8 mM -61.513494 \n", + "398 NaN NaN NaN NaN 8 mM -62.291177 \n", + "558 NaN 201.505075 NaN NaN 8 mM -61.035575 \n", + "646 NaN NaN NaN NaN 8 mM -59.561161 \n", + "647 NaN NaN NaN NaN 8 mM -60.495223 " + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[df['max_spikes'] > 50]" + ] + }, + { + "cell_type": "markdown", + "id": "ce9ff32b", + "metadata": {}, + "source": [ + "## 7. Display the main statistics of `'max_spikes'`, for the rows where `high K concentration` is `8 mM` and `15 mM` (separately)\n", + "\n", + "Are the distributions any different?" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "5924179e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 474.000000\n", + "mean 30.955696\n", + "std 75.960740\n", + "min 1.000000\n", + "25% 21.000000\n", + "50% 27.000000\n", + "75% 34.000000\n", + "max 1664.000000\n", + "Name: max_spikes, dtype: float64" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[df['high K concentration'] == '8 mM', 'max_spikes'].describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "660e2af2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 353.000000\n", + "mean 23.844193\n", + "std 10.519791\n", + "min 0.000000\n", + "25% 18.000000\n", + "50% 24.000000\n", + "75% 31.000000\n", + "max 48.000000\n", + "Name: max_spikes, dtype: float64" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[df['high K concentration'] == '15 mM', 'max_spikes'].describe()" + ] + }, + { + "cell_type": "markdown", + "id": "8b2d1c2b", + "metadata": {}, + "source": [ + "## 8. Display the statistics of `max_spikes` when `high K concentration` is `8 mM`, and the maximum number of spikes is <= 100\n", + "\n", + "Does that change your conclusion?" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "eec287c7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 473.000000\n", + "mean 27.503171\n", + "std 10.965493\n", + "min 1.000000\n", + "25% 21.000000\n", + "50% 27.000000\n", + "75% 34.000000\n", + "max 61.000000\n", + "Name: max_spikes, dtype: float64" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[(df['high K concentration'] == '8 mM') & (df['max_spikes'] <= 100), 'max_spikes'].describe()" + ] + }, + { + "cell_type": "markdown", + "id": "6dbbf6c8", + "metadata": {}, + "source": [ + "## 9. Transform the `high K concentration` column into a numerical column\n", + "\n", + "a) Discard the last three characters of the columns (`' mM'`)\n", + "\n", + "b) Use `.astype(float)` to convert to floating point numbers\n", + "\n", + "c) Save the result in a column `K (mM)`" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "3a2bcc9c", + "metadata": {}, + "outputs": [], + "source": [ + "df['K (mM)'] = df['high K concentration'].str[:-3].astype(float)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "35061149", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPfilenameslicecell_chcell_IDdaytreatmenthrs_incubationrepatchhrs_after_OPRsRinresting_potentialmax_spikesRheobaseAP_heigthTHmax_depolmax_repolmembra_time_constant_taucapacitancecommentsrheo_rampAP_halfwidthRheobse_rampUnnamed: 27rheos_rampcommenthigh K concentrationRMP_from_charK (mM)
        0OP23042023420003.abfS1123420S1c1D1TTX0.0no10.4163896.67564339.025301-74.28588924200.080.749512-35.278320336.181641-60.79101619.40510.6017670753.3801131.151009NaNNaNNaNNaNNaN8 mM-61.8285548.0
        1OP23042023420003.abfS1323420S1c3D1TTX0.0no10.4163897.86717448.728367-69.57397526300.078.448486-32.043457350.097656-67.13867217.30393.3979181585.1028371.006321NaNNaNNaNNaNNaN8 mM-60.4602988.0
        2OP23042023420003.abfS1623420S1c6D1TTX0.0no10.4163898.82013435.971082-54.95605522300.076.660156-29.827881270.629883-52.24609414.85426.0987743173.9157971.266335NaNNaNNaNNaNNaN8 mM-59.6159798.0
        3OP23042023420003.abfS1723420S1c7D1TTX0.0yes10.4163897.26919539.186101-69.26879924300.075.030518-29.699707242.553711-71.41113317.15478.2733624598.0799360.994396NaNNaNNaNNaNNaN8 mM-61.1738398.0
        4OP23042023420003.abfS1823420S1c8D1TTX0.0yes10.4163896.00040031.599917-70.55053722350.081.011963-33.068848309.448242-61.40136716.65575.5139245786.9278981.182830NaNNaNNaNNaNNaN8 mM-60.9563508.0
        \n", + "
        " + ], + "text/plain": [ + " OP filename slice cell_ch cell_ID day treatment \\\n", + "0 OP230420 23420003.abf S1 1 23420S1c1 D1 TTX \n", + "1 OP230420 23420003.abf S1 3 23420S1c3 D1 TTX \n", + "2 OP230420 23420003.abf S1 6 23420S1c6 D1 TTX \n", + "3 OP230420 23420003.abf S1 7 23420S1c7 D1 TTX \n", + "4 OP230420 23420003.abf S1 8 23420S1c8 D1 TTX \n", + "\n", + " hrs_incubation repatch hrs_after_OP Rs Rin \\\n", + "0 0.0 no 10.416389 6.675643 39.025301 \n", + "1 0.0 no 10.416389 7.867174 48.728367 \n", + "2 0.0 no 10.416389 8.820134 35.971082 \n", + "3 0.0 yes 10.416389 7.269195 39.186101 \n", + "4 0.0 yes 10.416389 6.000400 31.599917 \n", + "\n", + " resting_potential max_spikes Rheobase AP_heigth TH max_depol \\\n", + "0 -74.285889 24 200.0 80.749512 -35.278320 336.181641 \n", + "1 -69.573975 26 300.0 78.448486 -32.043457 350.097656 \n", + "2 -54.956055 22 300.0 76.660156 -29.827881 270.629883 \n", + "3 -69.268799 24 300.0 75.030518 -29.699707 242.553711 \n", + "4 -70.550537 22 350.0 81.011963 -33.068848 309.448242 \n", + "\n", + " max_repol membra_time_constant_tau capacitance comments rheo_ramp \\\n", + "0 -60.791016 19.40 510.601767 0 753.380113 \n", + "1 -67.138672 17.30 393.397918 1 585.102837 \n", + "2 -52.246094 14.85 426.098774 3 173.915797 \n", + "3 -71.411133 17.15 478.273362 4 598.079936 \n", + "4 -61.401367 16.65 575.513924 5 786.927898 \n", + "\n", + " AP_halfwidth Rheobse_ramp Unnamed: 27 rheos_ramp comment \\\n", + "0 1.151009 NaN NaN NaN NaN NaN \n", + "1 1.006321 NaN NaN NaN NaN NaN \n", + "2 1.266335 NaN NaN NaN NaN NaN \n", + "3 0.994396 NaN NaN NaN NaN NaN \n", + "4 1.182830 NaN NaN NaN NaN NaN \n", + "\n", + " high K concentration RMP_from_char K (mM) \n", + "0 8 mM -61.828554 8.0 \n", + "1 8 mM -60.460298 8.0 \n", + "2 8 mM -59.615979 8.0 \n", + "3 8 mM -61.173839 8.0 \n", + "4 8 mM -60.956350 8.0 " + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ecc0cad1", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/pandas_intro/pandas_intro.ipynb b/exercises/pandas_intro/pandas_intro.ipynb new file mode 100644 index 0000000..0ecc796 --- /dev/null +++ b/exercises/pandas_intro/pandas_intro.ipynb @@ -0,0 +1,227 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "560f48cd", + "metadata": {}, + "source": [ + "# Exercise: Have a look at the neural data using Pandas" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "f7777604", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "# Set some Pandas options: maximum number of rows/columns it's going to display\n", + "pd.set_option('display.max_rows', 1000)\n", + "pd.set_option('display.max_columns', 100)" + ] + }, + { + "cell_type": "markdown", + "id": "6494fb41", + "metadata": {}, + "source": [ + "# Load electrophysiology data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "9ca3bec6", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('../../data/QC_passed_2024-07-04_collected.csv')" + ] + }, + { + "cell_type": "markdown", + "id": "0d78a63e", + "metadata": {}, + "source": [ + "## 1. How many rows/columns does the data set have?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4b68e5a6", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "0fab635e", + "metadata": {}, + "source": [ + "## 2. Display the first 5 rows of the DataFrame" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4adcd5bf", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "deecdfa0", + "metadata": {}, + "source": [ + "## 3. Display the names and dtypes of all the columns" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "64df567c", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "411f4228", + "metadata": {}, + "source": [ + "## 4. Display the unique values of the `high K concentration` and of the `treatment` columns" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b90ce541", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "1e395e8d", + "metadata": {}, + "source": [ + "## 5. Display the main statistics of the `max_spikes` column" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e2b86159", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "c8c9f6b2", + "metadata": {}, + "source": [ + "## 6. Show all the rows where the max number of spikes is larger than 50" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c449e9ff", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "ce9ff32b", + "metadata": {}, + "source": [ + "## 7. Display the main statistics of `'max_spikes'`, for the rows where `high K concentration` is `8 mM` and `15 mM` (separately)\n", + "\n", + "Are the distributions any different?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8b84faa2", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "8b2d1c2b", + "metadata": {}, + "source": [ + "## 8. Display the statistics of `max_spikes` when `high K concentration` is `8 mM`, and the maximum number of spikes is <= 100\n", + "\n", + "Does that change your conclusion?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1201f7d1", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "6dbbf6c8", + "metadata": {}, + "source": [ + "## 9. Transform the `high K concentration` column into a numerical column\n", + "\n", + "a) Discard the last three characters of the columns (`' mM'`)\n", + "\n", + "b) Use `.astype(float)` to convert to floating point numbers\n", + "\n", + "c) Save the result in a column `K (mM)`" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1cf5c15d", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ecc0cad1", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/pandas_intro/pandas_intro_solution.ipynb b/exercises/pandas_intro/pandas_intro_solution.ipynb new file mode 100644 index 0000000..550e823 --- /dev/null +++ b/exercises/pandas_intro/pandas_intro_solution.ipynb @@ -0,0 +1,1487 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "560f48cd", + "metadata": {}, + "source": [ + "# Exercise: Have a look at the neural data using Pandas" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "f7777604", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "# Set some Pandas options: maximum number of rows/columns it's going to display\n", + "pd.set_option('display.max_rows', 1000)\n", + "pd.set_option('display.max_columns', 100)" + ] + }, + { + "cell_type": "markdown", + "id": "6494fb41", + "metadata": {}, + "source": [ + "# Load electrophysiology data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "9ca3bec6", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('../../data/QC_passed_2024-07-04_collected.csv')" + ] + }, + { + "cell_type": "markdown", + "id": "0d78a63e", + "metadata": {}, + "source": [ + "## 1. How many rows/columns does the data set have?" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "291ebbfb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(827, 31)" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.shape" + ] + }, + { + "cell_type": "markdown", + "id": "0fab635e", + "metadata": {}, + "source": [ + "## 2. Display the first 5 rows of the DataFrame" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "908f60ae", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPfilenameslicecell_chcell_IDdaytreatmenthrs_incubationrepatchhrs_after_OPRsRinresting_potentialmax_spikesRheobaseAP_heigthTHmax_depolmax_repolmembra_time_constant_taucapacitancecommentsrheo_rampAP_halfwidthRheobse_rampUnnamed: 27rheos_rampcommenthigh K concentrationRMP_from_char
        0OP23042023420003.abfS1123420S1c1D1TTX0.0no10.4163896.67564339.025301-74.28588924200.080.749512-35.278320336.181641-60.79101619.40510.6017670753.3801131.151009NaNNaNNaNNaNNaN8 mM-61.828554
        1OP23042023420003.abfS1323420S1c3D1TTX0.0no10.4163897.86717448.728367-69.57397526300.078.448486-32.043457350.097656-67.13867217.30393.3979181585.1028371.006321NaNNaNNaNNaNNaN8 mM-60.460298
        2OP23042023420003.abfS1623420S1c6D1TTX0.0no10.4163898.82013435.971082-54.95605522300.076.660156-29.827881270.629883-52.24609414.85426.0987743173.9157971.266335NaNNaNNaNNaNNaN8 mM-59.615979
        3OP23042023420003.abfS1723420S1c7D1TTX0.0yes10.4163897.26919539.186101-69.26879924300.075.030518-29.699707242.553711-71.41113317.15478.2733624598.0799360.994396NaNNaNNaNNaNNaN8 mM-61.173839
        4OP23042023420003.abfS1823420S1c8D1TTX0.0yes10.4163896.00040031.599917-70.55053722350.081.011963-33.068848309.448242-61.40136716.65575.5139245786.9278981.182830NaNNaNNaNNaNNaN8 mM-60.956350
        \n", + "
        " + ], + "text/plain": [ + " OP filename slice cell_ch cell_ID day treatment \\\n", + "0 OP230420 23420003.abf S1 1 23420S1c1 D1 TTX \n", + "1 OP230420 23420003.abf S1 3 23420S1c3 D1 TTX \n", + "2 OP230420 23420003.abf S1 6 23420S1c6 D1 TTX \n", + "3 OP230420 23420003.abf S1 7 23420S1c7 D1 TTX \n", + "4 OP230420 23420003.abf S1 8 23420S1c8 D1 TTX \n", + "\n", + " hrs_incubation repatch hrs_after_OP Rs Rin \\\n", + "0 0.0 no 10.416389 6.675643 39.025301 \n", + "1 0.0 no 10.416389 7.867174 48.728367 \n", + "2 0.0 no 10.416389 8.820134 35.971082 \n", + "3 0.0 yes 10.416389 7.269195 39.186101 \n", + "4 0.0 yes 10.416389 6.000400 31.599917 \n", + "\n", + " resting_potential max_spikes Rheobase AP_heigth TH max_depol \\\n", + "0 -74.285889 24 200.0 80.749512 -35.278320 336.181641 \n", + "1 -69.573975 26 300.0 78.448486 -32.043457 350.097656 \n", + "2 -54.956055 22 300.0 76.660156 -29.827881 270.629883 \n", + "3 -69.268799 24 300.0 75.030518 -29.699707 242.553711 \n", + "4 -70.550537 22 350.0 81.011963 -33.068848 309.448242 \n", + "\n", + " max_repol membra_time_constant_tau capacitance comments rheo_ramp \\\n", + "0 -60.791016 19.40 510.601767 0 753.380113 \n", + "1 -67.138672 17.30 393.397918 1 585.102837 \n", + "2 -52.246094 14.85 426.098774 3 173.915797 \n", + "3 -71.411133 17.15 478.273362 4 598.079936 \n", + "4 -61.401367 16.65 575.513924 5 786.927898 \n", + "\n", + " AP_halfwidth Rheobse_ramp Unnamed: 27 rheos_ramp comment \\\n", + "0 1.151009 NaN NaN NaN NaN NaN \n", + "1 1.006321 NaN NaN NaN NaN NaN \n", + "2 1.266335 NaN NaN NaN NaN NaN \n", + "3 0.994396 NaN NaN NaN NaN NaN \n", + "4 1.182830 NaN NaN NaN NaN NaN \n", + "\n", + " high K concentration RMP_from_char \n", + "0 8 mM -61.828554 \n", + "1 8 mM -60.460298 \n", + "2 8 mM -59.615979 \n", + "3 8 mM -61.173839 \n", + "4 8 mM -60.956350 " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "markdown", + "id": "deecdfa0", + "metadata": {}, + "source": [ + "## 3. Display the names and dtypes of all the columns" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "025779f0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "OP object\n", + "filename object\n", + "slice object\n", + "cell_ch int64\n", + "cell_ID object\n", + "day object\n", + "treatment object\n", + "hrs_incubation float64\n", + "repatch object\n", + "hrs_after_OP float64\n", + "Rs float64\n", + "Rin float64\n", + "resting_potential float64\n", + "max_spikes int64\n", + "Rheobase float64\n", + "AP_heigth float64\n", + "TH float64\n", + "max_depol float64\n", + "max_repol float64\n", + "membra_time_constant_tau float64\n", + "capacitance float64\n", + "comments object\n", + "rheo_ramp float64\n", + "AP_halfwidth float64\n", + "Rheobse_ramp float64\n", + "Unnamed: 27 float64\n", + "rheos_ramp float64\n", + "comment object\n", + " float64\n", + "high K concentration object\n", + "RMP_from_char float64\n", + "dtype: object" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.dtypes" + ] + }, + { + "cell_type": "markdown", + "id": "411f4228", + "metadata": {}, + "source": [ + "## 4. Display the unique values of the `high K concentration` and of the `treatment` columns" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "a2248e7b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['8 mM', '15 mM'], dtype=object)" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['high K concentration'].unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "4d0f3708", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['TTX', 'high K', 'Ctrl', 'wash in high K'], dtype=object)" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['treatment'].unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "f3154259", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "44" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['OP'].nunique()" + ] + }, + { + "cell_type": "markdown", + "id": "1e395e8d", + "metadata": {}, + "source": [ + "## 5. Display the main statistics of the `max_spikes` column" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "0d196291", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 827.000000\n", + "mean 27.920193\n", + "std 57.997378\n", + "min 0.000000\n", + "25% 19.000000\n", + "50% 26.000000\n", + "75% 33.000000\n", + "max 1664.000000\n", + "Name: max_spikes, dtype: float64" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['max_spikes'].describe()" + ] + }, + { + "cell_type": "markdown", + "id": "c8c9f6b2", + "metadata": {}, + "source": [ + "## 6. Show all the rows where the max number of spikes is larger than 50" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "d907492d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPfilenameslicecell_chcell_IDdaytreatmenthrs_incubationrepatchhrs_after_OPRsRinresting_potentialmax_spikesRheobaseAP_heigthTHmax_depolmax_repolmembra_time_constant_taucapacitancecommentsrheo_rampAP_halfwidthRheobse_rampUnnamed: 27rheos_rampcommenthigh K concentrationRMP_from_char
        70OP23113023n30003.abfS1123n30S1c1D1Ctrl0.0yes11.99277815.62708158.666581-78.06091355300.088.775635-41.577148352.294922-103.51562513.80329.3506190NaN0.811086351.581719NaNNaNNaNNaN8 mM-71.584465
        74OP23113023n30037.abfS1_D2223n30S1_D2c2D2wash in high K21.0no32.6994447.42644265.804793-67.54455661250.077.716064-36.505127246.459961-74.34082012.50200.2933988; exclude; Rs_end > 30NaN0.950158322.090736NaNNaNNaNNaN8 mM-59.579331
        262OP23080823808003.abfS1623808S1c6D1TTX0.0no8.16333310.394754106.082649-83.3007811664-300.071.081543-15.057373237.426758-69.70214813.0598.9408615NaN1.025354NaNNaNNaNNaNNaN8 mM-32.684415
        321OP23020923209012.abfS2523209S2c5D1high K0.0no-2.8747228.52573081.231493-69.04907253100.082.275391-34.912109365.478516-98.26660213.05141.8316428192.0246010.713136NaNNaNNaNNaNNaN8 mM-58.246034
        396OP23081023810004.abfS1523810S1c5D1high K0.0yes5.66083325.46841279.043216-65.15502955100.085.491943-43.072510389.770508-80.07812511.45241.5927883224.5875000.966593NaNNaNNaNNaNNaN8 mM-60.860893
        397OP23081023810004.abfS1723810S1c7D1high K0.0yes5.66083326.75653074.709503-64.85595753150.090.942383-42.932129423.950195-83.0078129.10239.3168545307.5403000.965371NaNNaNNaNNaNNaN8 mM-61.513494
        398OP23081023810004.abfS1823810S1c8D1high K0.0no5.66083318.02366563.532613-61.41357455200.084.509277-39.605713339.843750-77.3925787.10146.6915516199.5067001.043352NaNNaNNaNNaNNaN8 mM-62.291177
        558OP23031423314003.abfS1823314S1c8D1high K0.0no5.94083322.05420497.596130-67.35839852100.079.431152-41.333008325.073242-111.57226613.30186.4047905NaN0.776089NaNNaN201.505075NaNNaN8 mM-61.035575
        646OP24011724118004.abfS2_D2424117S2_D2c4D1Ctrl20.0no26.42420017.188385139.095453-76.91650461100.078.436279-40.686035316.040039-95.09277319.80201.3675983NaN0.740537295.539851NaNNaNNaNNaN8 mM-59.561161
        647OP24011724118004.abfS2_D2524117S2_D2c5D1Ctrl20.0no26.42420027.929918140.091217-70.42236356100.082.684326-44.421387325.561523-96.92382818.85226.1723914NaN0.769121207.006900NaNNaNNaNNaN8 mM-60.495223
        \n", + "
        " + ], + "text/plain": [ + " OP filename slice cell_ch cell_ID day treatment \\\n", + "70 OP231130 23n30003.abf S1 1 23n30S1c1 D1 Ctrl \n", + "74 OP231130 23n30037.abf S1_D2 2 23n30S1_D2c2 D2 wash in high K \n", + "262 OP230808 23808003.abf S1 6 23808S1c6 D1 TTX \n", + "321 OP230209 23209012.abf S2 5 23209S2c5 D1 high K \n", + "396 OP230810 23810004.abf S1 5 23810S1c5 D1 high K \n", + "397 OP230810 23810004.abf S1 7 23810S1c7 D1 high K \n", + "398 OP230810 23810004.abf S1 8 23810S1c8 D1 high K \n", + "558 OP230314 23314003.abf S1 8 23314S1c8 D1 high K \n", + "646 OP240117 24118004.abf S2_D2 4 24117S2_D2c4 D1 Ctrl \n", + "647 OP240117 24118004.abf S2_D2 5 24117S2_D2c5 D1 Ctrl \n", + "\n", + " hrs_incubation repatch hrs_after_OP Rs Rin \\\n", + "70 0.0 yes 11.992778 15.627081 58.666581 \n", + "74 21.0 no 32.699444 7.426442 65.804793 \n", + "262 0.0 no 8.163333 10.394754 106.082649 \n", + "321 0.0 no -2.874722 8.525730 81.231493 \n", + "396 0.0 yes 5.660833 25.468412 79.043216 \n", + "397 0.0 yes 5.660833 26.756530 74.709503 \n", + "398 0.0 no 5.660833 18.023665 63.532613 \n", + "558 0.0 no 5.940833 22.054204 97.596130 \n", + "646 20.0 no 26.424200 17.188385 139.095453 \n", + "647 20.0 no 26.424200 27.929918 140.091217 \n", + "\n", + " resting_potential max_spikes Rheobase AP_heigth TH \\\n", + "70 -78.060913 55 300.0 88.775635 -41.577148 \n", + "74 -67.544556 61 250.0 77.716064 -36.505127 \n", + "262 -83.300781 1664 -300.0 71.081543 -15.057373 \n", + "321 -69.049072 53 100.0 82.275391 -34.912109 \n", + "396 -65.155029 55 100.0 85.491943 -43.072510 \n", + "397 -64.855957 53 150.0 90.942383 -42.932129 \n", + "398 -61.413574 55 200.0 84.509277 -39.605713 \n", + "558 -67.358398 52 100.0 79.431152 -41.333008 \n", + "646 -76.916504 61 100.0 78.436279 -40.686035 \n", + "647 -70.422363 56 100.0 82.684326 -44.421387 \n", + "\n", + " max_depol max_repol membra_time_constant_tau capacitance \\\n", + "70 352.294922 -103.515625 13.80 329.350619 \n", + "74 246.459961 -74.340820 12.50 200.293398 \n", + "262 237.426758 -69.702148 13.05 98.940861 \n", + "321 365.478516 -98.266602 13.05 141.831642 \n", + "396 389.770508 -80.078125 11.45 241.592788 \n", + "397 423.950195 -83.007812 9.10 239.316854 \n", + "398 339.843750 -77.392578 7.10 146.691551 \n", + "558 325.073242 -111.572266 13.30 186.404790 \n", + "646 316.040039 -95.092773 19.80 201.367598 \n", + "647 325.561523 -96.923828 18.85 226.172391 \n", + "\n", + " comments rheo_ramp AP_halfwidth Rheobse_ramp \\\n", + "70 0 NaN 0.811086 351.581719 \n", + "74 8; exclude; Rs_end > 30 NaN 0.950158 322.090736 \n", + "262 5 NaN 1.025354 NaN \n", + "321 8 192.024601 0.713136 NaN \n", + "396 3 224.587500 0.966593 NaN \n", + "397 5 307.540300 0.965371 NaN \n", + "398 6 199.506700 1.043352 NaN \n", + "558 5 NaN 0.776089 NaN \n", + "646 3 NaN 0.740537 295.539851 \n", + "647 4 NaN 0.769121 207.006900 \n", + "\n", + " Unnamed: 27 rheos_ramp comment high K concentration RMP_from_char \n", + "70 NaN NaN NaN NaN 8 mM -71.584465 \n", + "74 NaN NaN NaN NaN 8 mM -59.579331 \n", + "262 NaN NaN NaN NaN 8 mM -32.684415 \n", + "321 NaN NaN NaN NaN 8 mM -58.246034 \n", + "396 NaN NaN NaN NaN 8 mM -60.860893 \n", + "397 NaN NaN NaN NaN 8 mM -61.513494 \n", + "398 NaN NaN NaN NaN 8 mM -62.291177 \n", + "558 NaN 201.505075 NaN NaN 8 mM -61.035575 \n", + "646 NaN NaN NaN NaN 8 mM -59.561161 \n", + "647 NaN NaN NaN NaN 8 mM -60.495223 " + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[df['max_spikes'] > 50]" + ] + }, + { + "cell_type": "markdown", + "id": "ce9ff32b", + "metadata": {}, + "source": [ + "## 7. Display the main statistics of `'max_spikes'`, for the rows where `high K concentration` is `8 mM` and `15 mM` (separately)\n", + "\n", + "Are the distributions any different?" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "5924179e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 474.000000\n", + "mean 30.955696\n", + "std 75.960740\n", + "min 1.000000\n", + "25% 21.000000\n", + "50% 27.000000\n", + "75% 34.000000\n", + "max 1664.000000\n", + "Name: max_spikes, dtype: float64" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[df['high K concentration'] == '8 mM', 'max_spikes'].describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "660e2af2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 353.000000\n", + "mean 23.844193\n", + "std 10.519791\n", + "min 0.000000\n", + "25% 18.000000\n", + "50% 24.000000\n", + "75% 31.000000\n", + "max 48.000000\n", + "Name: max_spikes, dtype: float64" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[df['high K concentration'] == '15 mM', 'max_spikes'].describe()" + ] + }, + { + "cell_type": "markdown", + "id": "8b2d1c2b", + "metadata": {}, + "source": [ + "## 8. Display the statistics of `max_spikes` when `high K concentration` is `8 mM`, and the maximum number of spikes is <= 100\n", + "\n", + "Does that change your conclusion?" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "eec287c7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 473.000000\n", + "mean 27.503171\n", + "std 10.965493\n", + "min 1.000000\n", + "25% 21.000000\n", + "50% 27.000000\n", + "75% 34.000000\n", + "max 61.000000\n", + "Name: max_spikes, dtype: float64" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[(df['high K concentration'] == '8 mM') & (df['max_spikes'] <= 100), 'max_spikes'].describe()" + ] + }, + { + "cell_type": "markdown", + "id": "6dbbf6c8", + "metadata": {}, + "source": [ + "## 9. Transform the `high K concentration` column into a numerical column\n", + "\n", + "a) Discard the last three characters of the columns (`' mM'`)\n", + "\n", + "b) Use `.astype(float)` to convert to floating point numbers\n", + "\n", + "c) Save the result in a column `K (mM)`" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "3a2bcc9c", + "metadata": {}, + "outputs": [], + "source": [ + "df['K (mM)'] = df['high K concentration'].str[:-3].astype(float)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "35061149", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPfilenameslicecell_chcell_IDdaytreatmenthrs_incubationrepatchhrs_after_OPRsRinresting_potentialmax_spikesRheobaseAP_heigthTHmax_depolmax_repolmembra_time_constant_taucapacitancecommentsrheo_rampAP_halfwidthRheobse_rampUnnamed: 27rheos_rampcommenthigh K concentrationRMP_from_charK (mM)
        0OP23042023420003.abfS1123420S1c1D1TTX0.0no10.4163896.67564339.025301-74.28588924200.080.749512-35.278320336.181641-60.79101619.40510.6017670753.3801131.151009NaNNaNNaNNaNNaN8 mM-61.8285548.0
        1OP23042023420003.abfS1323420S1c3D1TTX0.0no10.4163897.86717448.728367-69.57397526300.078.448486-32.043457350.097656-67.13867217.30393.3979181585.1028371.006321NaNNaNNaNNaNNaN8 mM-60.4602988.0
        2OP23042023420003.abfS1623420S1c6D1TTX0.0no10.4163898.82013435.971082-54.95605522300.076.660156-29.827881270.629883-52.24609414.85426.0987743173.9157971.266335NaNNaNNaNNaNNaN8 mM-59.6159798.0
        3OP23042023420003.abfS1723420S1c7D1TTX0.0yes10.4163897.26919539.186101-69.26879924300.075.030518-29.699707242.553711-71.41113317.15478.2733624598.0799360.994396NaNNaNNaNNaNNaN8 mM-61.1738398.0
        4OP23042023420003.abfS1823420S1c8D1TTX0.0yes10.4163896.00040031.599917-70.55053722350.081.011963-33.068848309.448242-61.40136716.65575.5139245786.9278981.182830NaNNaNNaNNaNNaN8 mM-60.9563508.0
        \n", + "
        " + ], + "text/plain": [ + " OP filename slice cell_ch cell_ID day treatment \\\n", + "0 OP230420 23420003.abf S1 1 23420S1c1 D1 TTX \n", + "1 OP230420 23420003.abf S1 3 23420S1c3 D1 TTX \n", + "2 OP230420 23420003.abf S1 6 23420S1c6 D1 TTX \n", + "3 OP230420 23420003.abf S1 7 23420S1c7 D1 TTX \n", + "4 OP230420 23420003.abf S1 8 23420S1c8 D1 TTX \n", + "\n", + " hrs_incubation repatch hrs_after_OP Rs Rin \\\n", + "0 0.0 no 10.416389 6.675643 39.025301 \n", + "1 0.0 no 10.416389 7.867174 48.728367 \n", + "2 0.0 no 10.416389 8.820134 35.971082 \n", + "3 0.0 yes 10.416389 7.269195 39.186101 \n", + "4 0.0 yes 10.416389 6.000400 31.599917 \n", + "\n", + " resting_potential max_spikes Rheobase AP_heigth TH max_depol \\\n", + "0 -74.285889 24 200.0 80.749512 -35.278320 336.181641 \n", + "1 -69.573975 26 300.0 78.448486 -32.043457 350.097656 \n", + "2 -54.956055 22 300.0 76.660156 -29.827881 270.629883 \n", + "3 -69.268799 24 300.0 75.030518 -29.699707 242.553711 \n", + "4 -70.550537 22 350.0 81.011963 -33.068848 309.448242 \n", + "\n", + " max_repol membra_time_constant_tau capacitance comments rheo_ramp \\\n", + "0 -60.791016 19.40 510.601767 0 753.380113 \n", + "1 -67.138672 17.30 393.397918 1 585.102837 \n", + "2 -52.246094 14.85 426.098774 3 173.915797 \n", + "3 -71.411133 17.15 478.273362 4 598.079936 \n", + "4 -61.401367 16.65 575.513924 5 786.927898 \n", + "\n", + " AP_halfwidth Rheobse_ramp Unnamed: 27 rheos_ramp comment \\\n", + "0 1.151009 NaN NaN NaN NaN NaN \n", + "1 1.006321 NaN NaN NaN NaN NaN \n", + "2 1.266335 NaN NaN NaN NaN NaN \n", + "3 0.994396 NaN NaN NaN NaN NaN \n", + "4 1.182830 NaN NaN NaN NaN NaN \n", + "\n", + " high K concentration RMP_from_char K (mM) \n", + "0 8 mM -61.828554 8.0 \n", + "1 8 mM -60.460298 8.0 \n", + "2 8 mM -59.615979 8.0 \n", + "3 8 mM -61.173839 8.0 \n", + "4 8 mM -60.956350 8.0 " + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ecc0cad1", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/tabular_join/.DS_Store b/exercises/tabular_join/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..5008ddfcf53c02e82d7eee2e57c38e5672ef89f6 GIT binary patch literal 6148 zcmeH~Jr2S!425mzP>H1@V-^m;4Wg<&0T*E43hX&L&p$$qDprKhvt+--jT7}7np#A3 zem<@ulZcFPQ@L2!n>{z**++&mCkOWA81W14cNZlEfg7;MkzE(HCqgga^y>{tEnwC%0;vJ&^%eQ zLs35+`xjp>T0\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPfilenameslicecell_chcell_IDdaytreatmenthrs_incubationrepatchhrs_after_OPRsRinresting_potentialmax_spikesRheobaseAP_heigthTHmax_depolmax_repolmembra_time_constant_taucapacitancecommentsrheo_rampAP_halfwidthRheobse_rampUnnamed: 27rheos_rampcommenthigh K concentrationRMP_from_char
        0OP23042023420003.abfS1123420S1c1D1TTX0.0no10.4163896.67564339.025301-74.28588924200.080.749512-35.278320336.181641-60.79101619.40510.6017670753.3801131.151009NaNNaNNaNNaNNaN8 mM-61.828554
        1OP23042023420003.abfS1323420S1c3D1TTX0.0no10.4163897.86717448.728367-69.57397526300.078.448486-32.043457350.097656-67.13867217.30393.3979181585.1028371.006321NaNNaNNaNNaNNaN8 mM-60.460298
        2OP23042023420003.abfS1623420S1c6D1TTX0.0no10.4163898.82013435.971082-54.95605522300.076.660156-29.827881270.629883-52.24609414.85426.0987743173.9157971.266335NaNNaNNaNNaNNaN8 mM-59.615979
        3OP23042023420003.abfS1723420S1c7D1TTX0.0yes10.4163897.26919539.186101-69.26879924300.075.030518-29.699707242.553711-71.41113317.15478.2733624598.0799360.994396NaNNaNNaNNaNNaN8 mM-61.173839
        4OP23042023420003.abfS1823420S1c8D1TTX0.0yes10.4163896.00040031.599917-70.55053722350.081.011963-33.068848309.448242-61.40136716.65575.5139245786.9278981.182830NaNNaNNaNNaNNaN8 mM-60.956350
        \n", + "" + ], + "text/plain": [ + " OP filename slice cell_ch cell_ID day treatment \\\n", + "0 OP230420 23420003.abf S1 1 23420S1c1 D1 TTX \n", + "1 OP230420 23420003.abf S1 3 23420S1c3 D1 TTX \n", + "2 OP230420 23420003.abf S1 6 23420S1c6 D1 TTX \n", + "3 OP230420 23420003.abf S1 7 23420S1c7 D1 TTX \n", + "4 OP230420 23420003.abf S1 8 23420S1c8 D1 TTX \n", + "\n", + " hrs_incubation repatch hrs_after_OP Rs Rin \\\n", + "0 0.0 no 10.416389 6.675643 39.025301 \n", + "1 0.0 no 10.416389 7.867174 48.728367 \n", + "2 0.0 no 10.416389 8.820134 35.971082 \n", + "3 0.0 yes 10.416389 7.269195 39.186101 \n", + "4 0.0 yes 10.416389 6.000400 31.599917 \n", + "\n", + " resting_potential max_spikes Rheobase AP_heigth TH max_depol \\\n", + "0 -74.285889 24 200.0 80.749512 -35.278320 336.181641 \n", + "1 -69.573975 26 300.0 78.448486 -32.043457 350.097656 \n", + "2 -54.956055 22 300.0 76.660156 -29.827881 270.629883 \n", + "3 -69.268799 24 300.0 75.030518 -29.699707 242.553711 \n", + "4 -70.550537 22 350.0 81.011963 -33.068848 309.448242 \n", + "\n", + " max_repol membra_time_constant_tau capacitance comments rheo_ramp \\\n", + "0 -60.791016 19.40 510.601767 0 753.380113 \n", + "1 -67.138672 17.30 393.397918 1 585.102837 \n", + "2 -52.246094 14.85 426.098774 3 173.915797 \n", + "3 -71.411133 17.15 478.273362 4 598.079936 \n", + "4 -61.401367 16.65 575.513924 5 786.927898 \n", + "\n", + " AP_halfwidth Rheobse_ramp Unnamed: 27 rheos_ramp comment \\\n", + "0 1.151009 NaN NaN NaN NaN NaN \n", + "1 1.006321 NaN NaN NaN NaN NaN \n", + "2 1.266335 NaN NaN NaN NaN NaN \n", + "3 0.994396 NaN NaN NaN NaN NaN \n", + "4 1.182830 NaN NaN NaN NaN NaN \n", + "\n", + " high K concentration RMP_from_char \n", + "0 8 mM -61.828554 \n", + "1 8 mM -60.460298 \n", + "2 8 mM -59.615979 \n", + "3 8 mM -61.173839 \n", + "4 8 mM -60.956350 " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "47191528", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPtissue_sourceareapatient_agepatcher
        0OP201027Mittetemporal33Rosie
        1OP201029Mittetemporal47Rosie
        2OP210323Virchowtemporal10Rosie
        3OP210615Virchowtemporal19Rosie
        4OP211123Bielefeldtemporal68Rosie
        \n", + "
        " + ], + "text/plain": [ + " OP tissue_source area patient_age patcher\n", + "0 OP201027 Mitte temporal 33 Rosie\n", + "1 OP201029 Mitte temporal 47 Rosie\n", + "2 OP210323 Virchow temporal 10 Rosie\n", + "3 OP210615 Virchow temporal 19 Rosie\n", + "4 OP211123 Bielefeld temporal 68 Rosie" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "info.head()" + ] + }, + { + "cell_type": "markdown", + "id": "2fef4d37", + "metadata": {}, + "source": [ + "# 1. Add experiment information to the electrophysiology results\n", + "\n", + "* Is there information for every experiment?\n", + "* How many experiments did each patcher perform? (i.e., individual OPs, or rows in `info`)\n", + "* How many samples did each patcher analyze? (i.e., individual rows in `df`)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "35e19a53", + "metadata": {}, + "outputs": [], + "source": [ + "df_with_info = df.merge(info, on='OP', how='left')" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "eac1244f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "OP 827\n", + "filename 827\n", + "slice 827\n", + "cell_ch 827\n", + "cell_ID 827\n", + "day 827\n", + "treatment 827\n", + "hrs_incubation 827\n", + "repatch 827\n", + "hrs_after_OP 827\n", + "Rs 827\n", + "Rin 827\n", + "resting_potential 827\n", + "max_spikes 827\n", + "Rheobase 824\n", + "AP_heigth 824\n", + "TH 824\n", + "max_depol 824\n", + "max_repol 824\n", + "membra_time_constant_tau 827\n", + "capacitance 827\n", + "comments 742\n", + "rheo_ramp 120\n", + "AP_halfwidth 820\n", + "Rheobse_ramp 160\n", + "Unnamed: 27 0\n", + "rheos_ramp 32\n", + "comment 5\n", + " 37\n", + "high K concentration 827\n", + "RMP_from_char 827\n", + "tissue_source 800\n", + "area 800\n", + "patient_age 800\n", + "patcher 800\n", + "dtype: int64" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_with_info.count()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "2f6724ce", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Verji 35\n", + "Rosie 8\n", + "Anna 2\n", + "Name: patcher, dtype: int64" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "info['patcher'].value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "8f996049", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Verji 594\n", + "Rosie 206\n", + "Name: patcher, dtype: int64" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_with_info['patcher'].value_counts()" + ] + }, + { + "cell_type": "markdown", + "id": "44031178", + "metadata": {}, + "source": [ + "# 2. Remove outliers from the table\n", + "\n", + "1. Load the list of outliers in `outliers.csv`\n", + "2. Use an anti-join to remove the outliers from the table\n", + "3. How many samples (rows) are left in the data?" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "d1d4cc27", + "metadata": {}, + "outputs": [], + "source": [ + "outliers = pd.read_csv('outliers.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "fbebbd97", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(134, 2)" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "outliers.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "8a3c7943", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPcell_ID
        0OP24020124201S2c2
        1OP2103232021_03_25_0S4_D2c6
        2OP23080823808S2c6
        3OP24050324503S1c6
        4OP2301092311S3c2
        \n", + "
        " + ], + "text/plain": [ + " OP cell_ID\n", + "0 OP240201 24201S2c2\n", + "1 OP210323 2021_03_25_0S4_D2c6\n", + "2 OP230808 23808S2c6\n", + "3 OP240503 24503S1c6\n", + "4 OP230109 2311S3c2" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "outliers.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "573687e7", + "metadata": {}, + "outputs": [], + "source": [ + "temp = df_with_info.merge(outliers, on=['OP', 'cell_ID'], how='outer', indicator=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "a4a6574b", + "metadata": {}, + "outputs": [], + "source": [ + "df_without_outliers = temp[temp['_merge'] == 'left_only'].drop('_merge', axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "8fd89a40", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(659, 35)" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_without_outliers.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "07f4776a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPfilenameslicecell_chcell_IDdaytreatmenthrs_incubationrepatchhrs_after_OPRsRinresting_potentialmax_spikesRheobaseAP_heigthTHmax_depolmax_repolmembra_time_constant_taucapacitancecommentsrheo_rampAP_halfwidthRheobse_rampUnnamed: 27rheos_rampcommenthigh K concentrationRMP_from_chartissue_sourceareapatient_agepatcher
        0OP23042023420003.abfS1123420S1c1D1TTX0.0no10.4163896.67564339.025301-74.28588924200.080.749512-35.278320336.181641-60.79101619.40510.6017670753.3801131.151009NaNNaNNaNNaNNaN8 mM-61.828554Bielefeldtemporal13.0Verji
        1OP23042023420003.abfS1323420S1c3D1TTX0.0no10.4163897.86717448.728367-69.57397526300.078.448486-32.043457350.097656-67.13867217.30393.3979181585.1028371.006321NaNNaNNaNNaNNaN8 mM-60.460298Bielefeldtemporal13.0Verji
        2OP23042023420003.abfS1623420S1c6D1TTX0.0no10.4163898.82013435.971082-54.95605522300.076.660156-29.827881270.629883-52.24609414.85426.0987743173.9157971.266335NaNNaNNaNNaNNaN8 mM-59.615979Bielefeldtemporal13.0Verji
        5OP23042023420003.abfS1823420S1c8D1TTX0.0yes10.4163896.00040031.599917-70.55053722350.081.011963-33.068848309.448242-61.40136716.65575.5139245786.9278981.182830NaNNaNNaNNaNNaN8 mM-60.956350Bielefeldtemporal13.0Verji
        6OP23042023420061.abfS1_D2823420S1c8D2TTX19.0yes29.6333338.27161430.607259-70.74585011300.048.883057-20.855713100.952148-27.46582013.25864.89243029565.9388651.504127NaNNaNNaNNaNNaN8 mM-61.283967Bielefeldtemporal13.0Verji
        \n", + "
        " + ], + "text/plain": [ + " OP filename slice cell_ch cell_ID day treatment \\\n", + "0 OP230420 23420003.abf S1 1 23420S1c1 D1 TTX \n", + "1 OP230420 23420003.abf S1 3 23420S1c3 D1 TTX \n", + "2 OP230420 23420003.abf S1 6 23420S1c6 D1 TTX \n", + "5 OP230420 23420003.abf S1 8 23420S1c8 D1 TTX \n", + "6 OP230420 23420061.abf S1_D2 8 23420S1c8 D2 TTX \n", + "\n", + " hrs_incubation repatch hrs_after_OP Rs Rin \\\n", + "0 0.0 no 10.416389 6.675643 39.025301 \n", + "1 0.0 no 10.416389 7.867174 48.728367 \n", + "2 0.0 no 10.416389 8.820134 35.971082 \n", + "5 0.0 yes 10.416389 6.000400 31.599917 \n", + "6 19.0 yes 29.633333 8.271614 30.607259 \n", + "\n", + " resting_potential max_spikes Rheobase AP_heigth TH max_depol \\\n", + "0 -74.285889 24 200.0 80.749512 -35.278320 336.181641 \n", + "1 -69.573975 26 300.0 78.448486 -32.043457 350.097656 \n", + "2 -54.956055 22 300.0 76.660156 -29.827881 270.629883 \n", + "5 -70.550537 22 350.0 81.011963 -33.068848 309.448242 \n", + "6 -70.745850 1 1300.0 48.883057 -20.855713 100.952148 \n", + "\n", + " max_repol membra_time_constant_tau capacitance comments rheo_ramp \\\n", + "0 -60.791016 19.40 510.601767 0 753.380113 \n", + "1 -67.138672 17.30 393.397918 1 585.102837 \n", + "2 -52.246094 14.85 426.098774 3 173.915797 \n", + "5 -61.401367 16.65 575.513924 5 786.927898 \n", + "6 -27.465820 13.25 864.892430 29 565.938865 \n", + "\n", + " AP_halfwidth Rheobse_ramp Unnamed: 27 rheos_ramp comment \\\n", + "0 1.151009 NaN NaN NaN NaN NaN \n", + "1 1.006321 NaN NaN NaN NaN NaN \n", + "2 1.266335 NaN NaN NaN NaN NaN \n", + "5 1.182830 NaN NaN NaN NaN NaN \n", + "6 1.504127 NaN NaN NaN NaN NaN \n", + "\n", + " high K concentration RMP_from_char tissue_source area patient_age \\\n", + "0 8 mM -61.828554 Bielefeld temporal 13.0 \n", + "1 8 mM -60.460298 Bielefeld temporal 13.0 \n", + "2 8 mM -59.615979 Bielefeld temporal 13.0 \n", + "5 8 mM -60.956350 Bielefeld temporal 13.0 \n", + "6 8 mM -61.283967 Bielefeld temporal 13.0 \n", + "\n", + " patcher \n", + "0 Verji \n", + "1 Verji \n", + "2 Verji \n", + "5 Verji \n", + "6 Verji " + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_without_outliers.head()" + ] + }, + { + "cell_type": "markdown", + "id": "84270332", + "metadata": {}, + "source": [ + "# 3. Save final result in `processed_QC_passed_2024-07-04_collected_v1.csv`\n", + "\n", + "1. Using the `.to_csv` method of Pandas DataFrames" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "85902eea", + "metadata": {}, + "outputs": [], + "source": [ + "df_without_outliers.to_csv('processed_QC_passed_2024-07-04_collected_v1.csv', index=None)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c7bcff45", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/tabular_join/outliers.csv b/exercises/tabular_join/outliers.csv new file mode 100644 index 0000000..d67a45b --- /dev/null +++ b/exercises/tabular_join/outliers.csv @@ -0,0 +1,135 @@ +OP,cell_ID +OP240201,24201S2c2 +OP210323,2021_03_25_0S4_D2c6 +OP230808,23808S2c6 +OP240503,24503S1c6 +OP230109,2311S3c2 +OP211209,21d10S1_D2c7 +OP220127,22128S3c5 +OP221020,22o21S4_D2c6 +OP230808,23808S1c1 +OP210323,2021_03_25_0S4_D2c7 +OP211209,21d10S4c3 +OP240215,24215S2c5 +OP220111,22112S5_D2c7 +OP240321,24321S4c8 +OP220623,22623S2c2 +OP240221,24221S1c1 +OP230209,23209S3_D2c6 +OP240117,24117S2_D2c6 +OP240201,24201S2c5 +OP220518,22519S2c6 +OP221024,22o24S1_D2c7 +OP220426,22427S4c7 +OP230523,23523S2c1 +OP230808,23808S1_D2c6 +OP211209,21d10S5c8 +OP230817,23817S1c3 +OP221027,22o27S1c2 +OP210323,2021_03_25_0S6_D2c4 +OP211123,2021_11_24_0S3c8 +OP220217,22217S1c4 +OP220602,22602S2_D2c6 +OP210323,2021_03_24_0S5c2 +OP240215,24215S2c1 +OP230523,23523S3c4 +OP231109,23n09S1c1 +OP211123,2021_11_24_0S3c6 +OP221024,22o24S3c7 +OP230810,23810S1c8 +OP220426,22427S2c3 +OP220426,22427S4c4 +OP221024,22o24S1c7 +OP230817,23817S3c5 +OP220623,22623S3c3 +OP220111,22112S1_D2c1 +OP220217,22217S3c5 +OP220426,22427S2_D2c1 +OP231123,23n23S1c5 +OP220127,22127S3_D2c7 +OP231123,23n23S1_D2c5 +OP240201,24201S2c8 +OP211123,2021_11_24_0S3c1 +OP220308,22308S2c4 +OP220127,22129S3_D2c8 +OP211123,21n23S2c4 +OP220518,22519S2c5 +OP230808,23808S5c7 +OP220914,22915S2c8 +OP220127,22128S4c5 +OP230314,23314S2_D2c7 +OP240503,24503S3c2 +OP220120,22121S1c5 +OP221024,22o24S1c5 +OP210615,2021_06_16_0S1_D2c3 +OP221027,22o27S1c3 +OP220602,22602S3_D2c7 +OP220602,22602S1c3 +OP230314,23314S4c3 +OP240321,24321S3c1 +OP230314,23314S4c6 +OP220228,22228S2_D2c7 +OP210323,2021_03_24_0S3c1 +OP230426,23426S3c2 +OP211209,21d10S1c7 +OP220111,22111S1c8 +OP231130,23n30S1_D2c7 +OP230810,23810S3c2 +OP240503,24503S1_D2c4 +OP220120,22121S1c4 +OP220623,22623S4_D2c2 +OP220623,22623S2c6 +OP210615,2021_06_16_0S1_D2c1 +OP220518,22519S1c4 +OP220602,22602S3c2 +OP230523,23523S2c4 +OP240503,24503S1c1 +OP220217,22217S1c7 +OP230523,23523S2c2 +OP231130,23n30S2c5 +OP231130,23n30S1_D2c6 +OP240411,24411S1c5 +OP220914,22915S2c7 +OP220914,22915S3_D2c2 +OP240503,24503S2c2 +OP240417,24417S2_D2c1 +OP220602,22602S2c4 +OP220228,22228S1c6 +OP220217,22218S2_D2c7 +OP230808,23808S2c4 +OP220914,22915S2c1 +OP210323,2021_03_25_0S4_D2c4 +OP230314,23314S3c1 +OP220228,22228S2c1 +OP220120,22121S1c7 +OP230109,2311S1c1 +OP230420,23420S2c1 +OP220426,22427S2c4 +OP220111,22112S6_D2c5 +OP240503,24503S2c7 +OP240503,24503S2c8 +OP220602,22602S2c1 +OP221027,22o27S1c6 +OP230817,23817S3_D2c1 +OP231130,23n30S1_D2c5 +OP220127,22127S2_D2c7 +OP230808,23808S4c2 +OP220127,22128S2c2 +OP220602,22602S2c5 +OP230817,23817S3c2 +OP240117,24117S1c5 +OP220518,22519S4c2 +OP221020,22o21S4_D2c3 +OP230420,23420S1c7 +OP240201,24201S1c5 +OP221027,22o27S1c3 +OP230808,23808S3_D2c6 +OP220308,22308S2c2 +OP220120,22121S1c4 +OP230209,23209S3c8 +OP230209,23209S1_D2c2 +OP221027,22o27S3_D2c7 +OP201029,20o29S2c1 +OP230808,23808S2_D2c4 +OP220623,22623S3_D2c1 +OP230314,23314S1c6 diff --git a/exercises/tabular_join/tabular_join.ipynb b/exercises/tabular_join/tabular_join.ipynb new file mode 100644 index 0000000..76e3ad5 --- /dev/null +++ b/exercises/tabular_join/tabular_join.ipynb @@ -0,0 +1,124 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "f11a76bf", + "metadata": {}, + "source": [ + "# Exercise: Add experiment information to electrophysiology data" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "b6f2742b", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "# Set some Pandas options: maximum number of rows/columns it's going to display\n", + "pd.set_option('display.max_rows', 1000)\n", + "pd.set_option('display.max_columns', 100)" + ] + }, + { + "cell_type": "markdown", + "id": "2967c84e", + "metadata": {}, + "source": [ + "# Load electrophysiology data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ed626ee3", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('../../data/QC_passed_2024-07-04_collected.csv')\n", + "info = pd.read_csv('../../data/op_info.csv')" + ] + }, + { + "cell_type": "markdown", + "id": "2fef4d37", + "metadata": {}, + "source": [ + "# 1. Add experiment information to the electrophysiology results\n", + "\n", + "* Is there information for every experiment?\n", + "* How many experiments did each patcher perform? (i.e., individual OPs, or rows in `info`)\n", + "* How many samples did each patcher analyze? (i.e., individual rows in `df`)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1f3f57eb", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "44031178", + "metadata": {}, + "source": [ + "# 2. Remove outliers from the table\n", + "\n", + "1. Load the list of outliers in `outliers.csv`\n", + "2. Use an anti-join to remove the outliers from the table\n", + "3. How many samples (rows) are left in the data?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7fa953af", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "84270332", + "metadata": {}, + "source": [ + "# 3. Save final result in `processed_QC_passed_2024-07-04_collected_v1.csv`\n", + "\n", + "1. Using the `.to_csv` method of Pandas DataFrames" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c7bcff45", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/tabular_join/tabular_join_solution.ipynb b/exercises/tabular_join/tabular_join_solution.ipynb new file mode 100644 index 0000000..603d481 --- /dev/null +++ b/exercises/tabular_join/tabular_join_solution.ipynb @@ -0,0 +1,1086 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "f11a76bf", + "metadata": {}, + "source": [ + "# Exercise: Add experiment information to electrophysiology data" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "b6f2742b", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "# Set some Pandas options: maximum number of rows/columns it's going to display\n", + "pd.set_option('display.max_rows', 1000)\n", + "pd.set_option('display.max_columns', 100)" + ] + }, + { + "cell_type": "markdown", + "id": "2967c84e", + "metadata": {}, + "source": [ + "# Load electrophysiology data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ed626ee3", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('../../data/QC_passed_2024-07-04_collected.csv')\n", + "info = pd.read_csv('../../data/op_info.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "48d5375f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPfilenameslicecell_chcell_IDdaytreatmenthrs_incubationrepatchhrs_after_OPRsRinresting_potentialmax_spikesRheobaseAP_heigthTHmax_depolmax_repolmembra_time_constant_taucapacitancecommentsrheo_rampAP_halfwidthRheobse_rampUnnamed: 27rheos_rampcommenthigh K concentrationRMP_from_char
        0OP23042023420003.abfS1123420S1c1D1TTX0.0no10.4163896.67564339.025301-74.28588924200.080.749512-35.278320336.181641-60.79101619.40510.6017670753.3801131.151009NaNNaNNaNNaNNaN8 mM-61.828554
        1OP23042023420003.abfS1323420S1c3D1TTX0.0no10.4163897.86717448.728367-69.57397526300.078.448486-32.043457350.097656-67.13867217.30393.3979181585.1028371.006321NaNNaNNaNNaNNaN8 mM-60.460298
        2OP23042023420003.abfS1623420S1c6D1TTX0.0no10.4163898.82013435.971082-54.95605522300.076.660156-29.827881270.629883-52.24609414.85426.0987743173.9157971.266335NaNNaNNaNNaNNaN8 mM-59.615979
        3OP23042023420003.abfS1723420S1c7D1TTX0.0yes10.4163897.26919539.186101-69.26879924300.075.030518-29.699707242.553711-71.41113317.15478.2733624598.0799360.994396NaNNaNNaNNaNNaN8 mM-61.173839
        4OP23042023420003.abfS1823420S1c8D1TTX0.0yes10.4163896.00040031.599917-70.55053722350.081.011963-33.068848309.448242-61.40136716.65575.5139245786.9278981.182830NaNNaNNaNNaNNaN8 mM-60.956350
        \n", + "
        " + ], + "text/plain": [ + " OP filename slice cell_ch cell_ID day treatment \\\n", + "0 OP230420 23420003.abf S1 1 23420S1c1 D1 TTX \n", + "1 OP230420 23420003.abf S1 3 23420S1c3 D1 TTX \n", + "2 OP230420 23420003.abf S1 6 23420S1c6 D1 TTX \n", + "3 OP230420 23420003.abf S1 7 23420S1c7 D1 TTX \n", + "4 OP230420 23420003.abf S1 8 23420S1c8 D1 TTX \n", + "\n", + " hrs_incubation repatch hrs_after_OP Rs Rin \\\n", + "0 0.0 no 10.416389 6.675643 39.025301 \n", + "1 0.0 no 10.416389 7.867174 48.728367 \n", + "2 0.0 no 10.416389 8.820134 35.971082 \n", + "3 0.0 yes 10.416389 7.269195 39.186101 \n", + "4 0.0 yes 10.416389 6.000400 31.599917 \n", + "\n", + " resting_potential max_spikes Rheobase AP_heigth TH max_depol \\\n", + "0 -74.285889 24 200.0 80.749512 -35.278320 336.181641 \n", + "1 -69.573975 26 300.0 78.448486 -32.043457 350.097656 \n", + "2 -54.956055 22 300.0 76.660156 -29.827881 270.629883 \n", + "3 -69.268799 24 300.0 75.030518 -29.699707 242.553711 \n", + "4 -70.550537 22 350.0 81.011963 -33.068848 309.448242 \n", + "\n", + " max_repol membra_time_constant_tau capacitance comments rheo_ramp \\\n", + "0 -60.791016 19.40 510.601767 0 753.380113 \n", + "1 -67.138672 17.30 393.397918 1 585.102837 \n", + "2 -52.246094 14.85 426.098774 3 173.915797 \n", + "3 -71.411133 17.15 478.273362 4 598.079936 \n", + "4 -61.401367 16.65 575.513924 5 786.927898 \n", + "\n", + " AP_halfwidth Rheobse_ramp Unnamed: 27 rheos_ramp comment \\\n", + "0 1.151009 NaN NaN NaN NaN NaN \n", + "1 1.006321 NaN NaN NaN NaN NaN \n", + "2 1.266335 NaN NaN NaN NaN NaN \n", + "3 0.994396 NaN NaN NaN NaN NaN \n", + "4 1.182830 NaN NaN NaN NaN NaN \n", + "\n", + " high K concentration RMP_from_char \n", + "0 8 mM -61.828554 \n", + "1 8 mM -60.460298 \n", + "2 8 mM -59.615979 \n", + "3 8 mM -61.173839 \n", + "4 8 mM -60.956350 " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "47191528", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPtissue_sourceareapatient_agepatcher
        0OP201027Mittetemporal33Rosie
        1OP201029Mittetemporal47Rosie
        2OP210323Virchowtemporal10Rosie
        3OP210615Virchowtemporal19Rosie
        4OP211123Bielefeldtemporal68Rosie
        \n", + "
        " + ], + "text/plain": [ + " OP tissue_source area patient_age patcher\n", + "0 OP201027 Mitte temporal 33 Rosie\n", + "1 OP201029 Mitte temporal 47 Rosie\n", + "2 OP210323 Virchow temporal 10 Rosie\n", + "3 OP210615 Virchow temporal 19 Rosie\n", + "4 OP211123 Bielefeld temporal 68 Rosie" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "info.head()" + ] + }, + { + "cell_type": "markdown", + "id": "2fef4d37", + "metadata": {}, + "source": [ + "# 1. Add experiment information to the electrophysiology results\n", + "\n", + "* Is there information for every experiment?\n", + "* How many experiments did each patcher perform? (i.e., individual OPs, or rows in `info`)\n", + "* How many samples did each patcher analyze? (i.e., individual rows in `df`)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "35e19a53", + "metadata": {}, + "outputs": [], + "source": [ + "df_with_info = df.merge(info, on='OP', how='left')" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "eac1244f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "OP 827\n", + "filename 827\n", + "slice 827\n", + "cell_ch 827\n", + "cell_ID 827\n", + "day 827\n", + "treatment 827\n", + "hrs_incubation 827\n", + "repatch 827\n", + "hrs_after_OP 827\n", + "Rs 827\n", + "Rin 827\n", + "resting_potential 827\n", + "max_spikes 827\n", + "Rheobase 824\n", + "AP_heigth 824\n", + "TH 824\n", + "max_depol 824\n", + "max_repol 824\n", + "membra_time_constant_tau 827\n", + "capacitance 827\n", + "comments 742\n", + "rheo_ramp 120\n", + "AP_halfwidth 820\n", + "Rheobse_ramp 160\n", + "Unnamed: 27 0\n", + "rheos_ramp 32\n", + "comment 5\n", + " 37\n", + "high K concentration 827\n", + "RMP_from_char 827\n", + "tissue_source 800\n", + "area 800\n", + "patient_age 800\n", + "patcher 800\n", + "dtype: int64" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_with_info.count()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "2f6724ce", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Verji 35\n", + "Rosie 8\n", + "Anna 2\n", + "Name: patcher, dtype: int64" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "info['patcher'].value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "8f996049", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Verji 594\n", + "Rosie 206\n", + "Name: patcher, dtype: int64" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_with_info['patcher'].value_counts()" + ] + }, + { + "cell_type": "markdown", + "id": "44031178", + "metadata": {}, + "source": [ + "# 2. Remove outliers from the table\n", + "\n", + "1. Load the list of outliers in `outliers.csv`\n", + "2. Use an anti-join to remove the outliers from the table\n", + "3. How many samples (rows) are left in the data?" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "d1d4cc27", + "metadata": {}, + "outputs": [], + "source": [ + "outliers = pd.read_csv('outliers.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "fbebbd97", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(134, 2)" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "outliers.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "8a3c7943", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPcell_ID
        0OP24020124201S2c2
        1OP2103232021_03_25_0S4_D2c6
        2OP23080823808S2c6
        3OP24050324503S1c6
        4OP2301092311S3c2
        \n", + "
        " + ], + "text/plain": [ + " OP cell_ID\n", + "0 OP240201 24201S2c2\n", + "1 OP210323 2021_03_25_0S4_D2c6\n", + "2 OP230808 23808S2c6\n", + "3 OP240503 24503S1c6\n", + "4 OP230109 2311S3c2" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "outliers.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "573687e7", + "metadata": {}, + "outputs": [], + "source": [ + "temp = df_with_info.merge(outliers, on=['OP', 'cell_ID'], how='outer', indicator=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "a4a6574b", + "metadata": {}, + "outputs": [], + "source": [ + "df_without_outliers = temp[temp['_merge'] == 'left_only'].drop('_merge', axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "8fd89a40", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(659, 35)" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_without_outliers.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "07f4776a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPfilenameslicecell_chcell_IDdaytreatmenthrs_incubationrepatchhrs_after_OPRsRinresting_potentialmax_spikesRheobaseAP_heigthTHmax_depolmax_repolmembra_time_constant_taucapacitancecommentsrheo_rampAP_halfwidthRheobse_rampUnnamed: 27rheos_rampcommenthigh K concentrationRMP_from_chartissue_sourceareapatient_agepatcher
        0OP23042023420003.abfS1123420S1c1D1TTX0.0no10.4163896.67564339.025301-74.28588924200.080.749512-35.278320336.181641-60.79101619.40510.6017670753.3801131.151009NaNNaNNaNNaNNaN8 mM-61.828554Bielefeldtemporal13.0Verji
        1OP23042023420003.abfS1323420S1c3D1TTX0.0no10.4163897.86717448.728367-69.57397526300.078.448486-32.043457350.097656-67.13867217.30393.3979181585.1028371.006321NaNNaNNaNNaNNaN8 mM-60.460298Bielefeldtemporal13.0Verji
        2OP23042023420003.abfS1623420S1c6D1TTX0.0no10.4163898.82013435.971082-54.95605522300.076.660156-29.827881270.629883-52.24609414.85426.0987743173.9157971.266335NaNNaNNaNNaNNaN8 mM-59.615979Bielefeldtemporal13.0Verji
        5OP23042023420003.abfS1823420S1c8D1TTX0.0yes10.4163896.00040031.599917-70.55053722350.081.011963-33.068848309.448242-61.40136716.65575.5139245786.9278981.182830NaNNaNNaNNaNNaN8 mM-60.956350Bielefeldtemporal13.0Verji
        6OP23042023420061.abfS1_D2823420S1c8D2TTX19.0yes29.6333338.27161430.607259-70.74585011300.048.883057-20.855713100.952148-27.46582013.25864.89243029565.9388651.504127NaNNaNNaNNaNNaN8 mM-61.283967Bielefeldtemporal13.0Verji
        \n", + "
        " + ], + "text/plain": [ + " OP filename slice cell_ch cell_ID day treatment \\\n", + "0 OP230420 23420003.abf S1 1 23420S1c1 D1 TTX \n", + "1 OP230420 23420003.abf S1 3 23420S1c3 D1 TTX \n", + "2 OP230420 23420003.abf S1 6 23420S1c6 D1 TTX \n", + "5 OP230420 23420003.abf S1 8 23420S1c8 D1 TTX \n", + "6 OP230420 23420061.abf S1_D2 8 23420S1c8 D2 TTX \n", + "\n", + " hrs_incubation repatch hrs_after_OP Rs Rin \\\n", + "0 0.0 no 10.416389 6.675643 39.025301 \n", + "1 0.0 no 10.416389 7.867174 48.728367 \n", + "2 0.0 no 10.416389 8.820134 35.971082 \n", + "5 0.0 yes 10.416389 6.000400 31.599917 \n", + "6 19.0 yes 29.633333 8.271614 30.607259 \n", + "\n", + " resting_potential max_spikes Rheobase AP_heigth TH max_depol \\\n", + "0 -74.285889 24 200.0 80.749512 -35.278320 336.181641 \n", + "1 -69.573975 26 300.0 78.448486 -32.043457 350.097656 \n", + "2 -54.956055 22 300.0 76.660156 -29.827881 270.629883 \n", + "5 -70.550537 22 350.0 81.011963 -33.068848 309.448242 \n", + "6 -70.745850 1 1300.0 48.883057 -20.855713 100.952148 \n", + "\n", + " max_repol membra_time_constant_tau capacitance comments rheo_ramp \\\n", + "0 -60.791016 19.40 510.601767 0 753.380113 \n", + "1 -67.138672 17.30 393.397918 1 585.102837 \n", + "2 -52.246094 14.85 426.098774 3 173.915797 \n", + "5 -61.401367 16.65 575.513924 5 786.927898 \n", + "6 -27.465820 13.25 864.892430 29 565.938865 \n", + "\n", + " AP_halfwidth Rheobse_ramp Unnamed: 27 rheos_ramp comment \\\n", + "0 1.151009 NaN NaN NaN NaN NaN \n", + "1 1.006321 NaN NaN NaN NaN NaN \n", + "2 1.266335 NaN NaN NaN NaN NaN \n", + "5 1.182830 NaN NaN NaN NaN NaN \n", + "6 1.504127 NaN NaN NaN NaN NaN \n", + "\n", + " high K concentration RMP_from_char tissue_source area patient_age \\\n", + "0 8 mM -61.828554 Bielefeld temporal 13.0 \n", + "1 8 mM -60.460298 Bielefeld temporal 13.0 \n", + "2 8 mM -59.615979 Bielefeld temporal 13.0 \n", + "5 8 mM -60.956350 Bielefeld temporal 13.0 \n", + "6 8 mM -61.283967 Bielefeld temporal 13.0 \n", + "\n", + " patcher \n", + "0 Verji \n", + "1 Verji \n", + "2 Verji \n", + "5 Verji \n", + "6 Verji " + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_without_outliers.head()" + ] + }, + { + "cell_type": "markdown", + "id": "84270332", + "metadata": {}, + "source": [ + "# 3. Save final result in `processed_QC_passed_2024-07-04_collected_v1.csv`\n", + "\n", + "1. Using the `.to_csv` method of Pandas DataFrames" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "85902eea", + "metadata": {}, + "outputs": [], + "source": [ + "df_without_outliers.to_csv('processed_QC_passed_2024-07-04_collected_v1.csv', index=None)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c7bcff45", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/tabular_split_apply_combine/.ipynb_checkpoints/split_apply_combine-checkpoint.ipynb b/exercises/tabular_split_apply_combine/.ipynb_checkpoints/split_apply_combine-checkpoint.ipynb new file mode 100644 index 0000000..baf6d01 --- /dev/null +++ b/exercises/tabular_split_apply_combine/.ipynb_checkpoints/split_apply_combine-checkpoint.ipynb @@ -0,0 +1,446 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "6f634238", + "metadata": {}, + "source": [ + "# Exercise: Compute summary statistics for the neural data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "8f9bc8b1", + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "\n", + "# Set some Pandas options: maximum number of rows/columns it's going to display\n", + "pd.set_option('display.max_rows', 1000)\n", + "pd.set_option('display.max_columns', 100)" + ] + }, + { + "cell_type": "markdown", + "id": "141ca000", + "metadata": {}, + "source": [ + "# Load the processed neural data" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "d2dfebd3", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('processed_QC_passed_2024-07-04_collected_v1.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "09554c84", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(659, 35)" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "df95a10b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPfilenameslicecell_chcell_IDdaytreatmenthrs_incubationrepatchhrs_after_OPRsRinresting_potentialmax_spikesRheobaseAP_heigthTHmax_depolmax_repolmembra_time_constant_taucapacitancecommentsrheo_rampAP_halfwidthRheobse_rampUnnamed: 27rheos_rampcommenthigh K concentrationRMP_from_chartissue_sourceareapatient_agepatcher
        0OP23042023420003.abfS1123420S1c1D1TTX0.0no10.4163896.67564339.025301-74.28588924200.080.749512-35.278320336.181641-60.79101619.40510.6017670753.3801131.151009NaNNaNNaNNaNNaN8 mM-61.828554Bielefeldtemporal13.0Verji
        1OP23042023420003.abfS1323420S1c3D1TTX0.0no10.4163897.86717448.728367-69.57397526300.078.448486-32.043457350.097656-67.13867217.30393.3979181585.1028371.006321NaNNaNNaNNaNNaN8 mM-60.460298Bielefeldtemporal13.0Verji
        2OP23042023420003.abfS1623420S1c6D1TTX0.0no10.4163898.82013435.971082-54.95605522300.076.660156-29.827881270.629883-52.24609414.85426.0987743173.9157971.266335NaNNaNNaNNaNNaN8 mM-59.615979Bielefeldtemporal13.0Verji
        3OP23042023420003.abfS1823420S1c8D1TTX0.0yes10.4163896.00040031.599917-70.55053722350.081.011963-33.068848309.448242-61.40136716.65575.5139245786.9278981.182830NaNNaNNaNNaNNaN8 mM-60.956350Bielefeldtemporal13.0Verji
        4OP23042023420061.abfS1_D2823420S1c8D2TTX19.0yes29.6333338.27161430.607259-70.74585011300.048.883057-20.855713100.952148-27.46582013.25864.89243029565.9388651.504127NaNNaNNaNNaNNaN8 mM-61.283967Bielefeldtemporal13.0Verji
        \n", + "
        " + ], + "text/plain": [ + " OP filename slice cell_ch cell_ID day treatment \\\n", + "0 OP230420 23420003.abf S1 1 23420S1c1 D1 TTX \n", + "1 OP230420 23420003.abf S1 3 23420S1c3 D1 TTX \n", + "2 OP230420 23420003.abf S1 6 23420S1c6 D1 TTX \n", + "3 OP230420 23420003.abf S1 8 23420S1c8 D1 TTX \n", + "4 OP230420 23420061.abf S1_D2 8 23420S1c8 D2 TTX \n", + "\n", + " hrs_incubation repatch hrs_after_OP Rs Rin \\\n", + "0 0.0 no 10.416389 6.675643 39.025301 \n", + "1 0.0 no 10.416389 7.867174 48.728367 \n", + "2 0.0 no 10.416389 8.820134 35.971082 \n", + "3 0.0 yes 10.416389 6.000400 31.599917 \n", + "4 19.0 yes 29.633333 8.271614 30.607259 \n", + "\n", + " resting_potential max_spikes Rheobase AP_heigth TH max_depol \\\n", + "0 -74.285889 24 200.0 80.749512 -35.278320 336.181641 \n", + "1 -69.573975 26 300.0 78.448486 -32.043457 350.097656 \n", + "2 -54.956055 22 300.0 76.660156 -29.827881 270.629883 \n", + "3 -70.550537 22 350.0 81.011963 -33.068848 309.448242 \n", + "4 -70.745850 1 1300.0 48.883057 -20.855713 100.952148 \n", + "\n", + " max_repol membra_time_constant_tau capacitance comments rheo_ramp \\\n", + "0 -60.791016 19.40 510.601767 0 753.380113 \n", + "1 -67.138672 17.30 393.397918 1 585.102837 \n", + "2 -52.246094 14.85 426.098774 3 173.915797 \n", + "3 -61.401367 16.65 575.513924 5 786.927898 \n", + "4 -27.465820 13.25 864.892430 29 565.938865 \n", + "\n", + " AP_halfwidth Rheobse_ramp Unnamed: 27 rheos_ramp comment \\\n", + "0 1.151009 NaN NaN NaN NaN NaN \n", + "1 1.006321 NaN NaN NaN NaN NaN \n", + "2 1.266335 NaN NaN NaN NaN NaN \n", + "3 1.182830 NaN NaN NaN NaN NaN \n", + "4 1.504127 NaN NaN NaN NaN NaN \n", + "\n", + " high K concentration RMP_from_char tissue_source area patient_age \\\n", + "0 8 mM -61.828554 Bielefeld temporal 13.0 \n", + "1 8 mM -60.460298 Bielefeld temporal 13.0 \n", + "2 8 mM -59.615979 Bielefeld temporal 13.0 \n", + "3 8 mM -60.956350 Bielefeld temporal 13.0 \n", + "4 8 mM -61.283967 Bielefeld temporal 13.0 \n", + "\n", + " patcher \n", + "0 Verji \n", + "1 Verji \n", + "2 Verji \n", + "3 Verji \n", + "4 Verji " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "markdown", + "id": "0b4f6091", + "metadata": {}, + "source": [ + "# 1. Does capacitance change with age?\n", + "\n", + "* Compute the capacitance by patient age, and plot it\n", + "* Does it change with age? (eyeballing is enough)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bb796266", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "1940d3fe", + "metadata": {}, + "source": [ + "# 2. Spiking threshold after potassium incubation\n", + "\n", + "1. Does the spiking threshold (TH) change between Day 1 and Day 2?\n", + "2. Does this result depend on the treatment?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dd5023cd", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/tabular_split_apply_combine/.ipynb_checkpoints/split_apply_combine_solution-checkpoint.ipynb b/exercises/tabular_split_apply_combine/.ipynb_checkpoints/split_apply_combine_solution-checkpoint.ipynb new file mode 100644 index 0000000..0ccbf53 --- /dev/null +++ b/exercises/tabular_split_apply_combine/.ipynb_checkpoints/split_apply_combine_solution-checkpoint.ipynb @@ -0,0 +1,684 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "6f6aa857", + "metadata": {}, + "source": [ + "# Exercise: Compute summary statistics for the neural data" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "8f9bc8b1", + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "\n", + "# Set some Pandas options: maximum number of rows/columns it's going to display\n", + "pd.set_option('display.max_rows', 1000)\n", + "pd.set_option('display.max_columns', 100)" + ] + }, + { + "cell_type": "markdown", + "id": "1be11d54", + "metadata": {}, + "source": [ + "# Load the processed neural data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "d2dfebd3", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('processed_QC_passed_2024-07-04_collected_v1.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "09554c84", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(659, 35)" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "df95a10b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPfilenameslicecell_chcell_IDdaytreatmenthrs_incubationrepatchhrs_after_OPRsRinresting_potentialmax_spikesRheobaseAP_heigthTHmax_depolmax_repolmembra_time_constant_taucapacitancecommentsrheo_rampAP_halfwidthRheobse_rampUnnamed: 27rheos_rampcommenthigh K concentrationRMP_from_chartissue_sourceareapatient_agepatcher
        0OP23042023420003.abfS1123420S1c1D1TTX0.0no10.4163896.67564339.025301-74.28588924200.080.749512-35.278320336.181641-60.79101619.40510.6017670753.3801131.151009NaNNaNNaNNaNNaN8 mM-61.828554Bielefeldtemporal13.0Verji
        1OP23042023420003.abfS1323420S1c3D1TTX0.0no10.4163897.86717448.728367-69.57397526300.078.448486-32.043457350.097656-67.13867217.30393.3979181585.1028371.006321NaNNaNNaNNaNNaN8 mM-60.460298Bielefeldtemporal13.0Verji
        2OP23042023420003.abfS1623420S1c6D1TTX0.0no10.4163898.82013435.971082-54.95605522300.076.660156-29.827881270.629883-52.24609414.85426.0987743173.9157971.266335NaNNaNNaNNaNNaN8 mM-59.615979Bielefeldtemporal13.0Verji
        3OP23042023420003.abfS1823420S1c8D1TTX0.0yes10.4163896.00040031.599917-70.55053722350.081.011963-33.068848309.448242-61.40136716.65575.5139245786.9278981.182830NaNNaNNaNNaNNaN8 mM-60.956350Bielefeldtemporal13.0Verji
        4OP23042023420061.abfS1_D2823420S1c8D2TTX19.0yes29.6333338.27161430.607259-70.74585011300.048.883057-20.855713100.952148-27.46582013.25864.89243029565.9388651.504127NaNNaNNaNNaNNaN8 mM-61.283967Bielefeldtemporal13.0Verji
        \n", + "
        " + ], + "text/plain": [ + " OP filename slice cell_ch cell_ID day treatment \\\n", + "0 OP230420 23420003.abf S1 1 23420S1c1 D1 TTX \n", + "1 OP230420 23420003.abf S1 3 23420S1c3 D1 TTX \n", + "2 OP230420 23420003.abf S1 6 23420S1c6 D1 TTX \n", + "3 OP230420 23420003.abf S1 8 23420S1c8 D1 TTX \n", + "4 OP230420 23420061.abf S1_D2 8 23420S1c8 D2 TTX \n", + "\n", + " hrs_incubation repatch hrs_after_OP Rs Rin \\\n", + "0 0.0 no 10.416389 6.675643 39.025301 \n", + "1 0.0 no 10.416389 7.867174 48.728367 \n", + "2 0.0 no 10.416389 8.820134 35.971082 \n", + "3 0.0 yes 10.416389 6.000400 31.599917 \n", + "4 19.0 yes 29.633333 8.271614 30.607259 \n", + "\n", + " resting_potential max_spikes Rheobase AP_heigth TH max_depol \\\n", + "0 -74.285889 24 200.0 80.749512 -35.278320 336.181641 \n", + "1 -69.573975 26 300.0 78.448486 -32.043457 350.097656 \n", + "2 -54.956055 22 300.0 76.660156 -29.827881 270.629883 \n", + "3 -70.550537 22 350.0 81.011963 -33.068848 309.448242 \n", + "4 -70.745850 1 1300.0 48.883057 -20.855713 100.952148 \n", + "\n", + " max_repol membra_time_constant_tau capacitance comments rheo_ramp \\\n", + "0 -60.791016 19.40 510.601767 0 753.380113 \n", + "1 -67.138672 17.30 393.397918 1 585.102837 \n", + "2 -52.246094 14.85 426.098774 3 173.915797 \n", + "3 -61.401367 16.65 575.513924 5 786.927898 \n", + "4 -27.465820 13.25 864.892430 29 565.938865 \n", + "\n", + " AP_halfwidth Rheobse_ramp Unnamed: 27 rheos_ramp comment \\\n", + "0 1.151009 NaN NaN NaN NaN NaN \n", + "1 1.006321 NaN NaN NaN NaN NaN \n", + "2 1.266335 NaN NaN NaN NaN NaN \n", + "3 1.182830 NaN NaN NaN NaN NaN \n", + "4 1.504127 NaN NaN NaN NaN NaN \n", + "\n", + " high K concentration RMP_from_char tissue_source area patient_age \\\n", + "0 8 mM -61.828554 Bielefeld temporal 13.0 \n", + "1 8 mM -60.460298 Bielefeld temporal 13.0 \n", + "2 8 mM -59.615979 Bielefeld temporal 13.0 \n", + "3 8 mM -60.956350 Bielefeld temporal 13.0 \n", + "4 8 mM -61.283967 Bielefeld temporal 13.0 \n", + "\n", + " patcher \n", + "0 Verji \n", + "1 Verji \n", + "2 Verji \n", + "3 Verji \n", + "4 Verji " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "markdown", + "id": "0b4f6091", + "metadata": {}, + "source": [ + "# 1. Does capacitance change with age?\n", + "\n", + "* Compute the capacitance by patient age, and plot it\n", + "* Does it change with age? (eyeballing is enough)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "00bb9eb1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
        " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df.groupby('patient_age')['capacitance'].mean().plot(ls='', marker='.')" + ] + }, + { + "cell_type": "markdown", + "id": "1940d3fe", + "metadata": {}, + "source": [ + "# 2. Spiking threshold after potassium incubation\n", + "\n", + "1. Does the spiking threshold (TH) change between Day 1 and Day 2?\n", + "2. Does this result depend on the treatment?" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "8175fc1c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "day\n", + "D1 -37.276805\n", + "D2 -33.039838\n", + "Name: TH, dtype: float64" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.groupby('day')['TH'].mean()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "fc34eecb", + "metadata": {}, + "outputs": [], + "source": [ + "th_per_treatment_and_day = df.pivot_table(index='treatment', columns='day', values='TH', aggfunc='mean')" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "05761273", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        dayD1D2
        treatment
        Ctrl-37.865372-35.751658
        TTX-36.852170-30.008780
        high K-36.926069-33.162092
        wash in high KNaN-35.791016
        \n", + "
        " + ], + "text/plain": [ + "day D1 D2\n", + "treatment \n", + "Ctrl -37.865372 -35.751658\n", + "TTX -36.852170 -30.008780\n", + "high K -36.926069 -33.162092\n", + "wash in high K NaN -35.791016" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "th_per_treatment_and_day" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "95fabcd9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        meanstd
        dayD1D2D1D2
        treatment
        Ctrl-37.865372-35.7516584.2601405.459102
        TTX-36.852170-30.0087805.4065696.577182
        high K-36.926069-33.1620923.9662944.479648
        wash in high KNaN-35.791016NaN1.009906
        \n", + "
        " + ], + "text/plain": [ + " mean std \n", + "day D1 D2 D1 D2\n", + "treatment \n", + "Ctrl -37.865372 -35.751658 4.260140 5.459102\n", + "TTX -36.852170 -30.008780 5.406569 6.577182\n", + "high K -36.926069 -33.162092 3.966294 4.479648\n", + "wash in high K NaN -35.791016 NaN 1.009906" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "th_per_treatment_and_day = df.pivot_table(index='treatment', columns='day', values='TH', aggfunc=['mean', 'std'])\n", + "th_per_treatment_and_day" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dd5023cd", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/tabular_split_apply_combine/processed_QC_passed_2024-07-04_collected_v1.csv b/exercises/tabular_split_apply_combine/processed_QC_passed_2024-07-04_collected_v1.csv new file mode 100644 index 0000000..32554f3 --- /dev/null +++ b/exercises/tabular_split_apply_combine/processed_QC_passed_2024-07-04_collected_v1.csv @@ -0,0 +1,660 @@ +OP,filename,slice,cell_ch,cell_ID,day,treatment,hrs_incubation,repatch,hrs_after_OP,Rs,Rin,resting_potential,max_spikes,Rheobase,AP_heigth,TH,max_depol,max_repol,membra_time_constant_tau,capacitance,comments,rheo_ramp,AP_halfwidth,Rheobse_ramp,Unnamed: 27,rheos_ramp,comment, ,high K concentration,RMP_from_char,tissue_source,area,patient_age,patcher +OP230420,23420003.abf,S1,1,23420S1c1,D1,TTX,0.0,no,10.41638889,6.675642783,39.02530066,-74.28588867,24,200.0,80.74951172,-35.27832031,336.1816406,-60.79101563,19.4,510.6017671,0,753.3801127,1.151008709,,,,,,8 mM,-61.82855423,Bielefeld,temporal,13.0,Verji +OP230420,23420003.abf,S1,3,23420S1c3,D1,TTX,0.0,no,10.41638889,7.86717388,48.728367,-69.57397461,26,300.0,78.44848633,-32.04345703,350.0976563,-67.13867188,17.3,393.3979181,1,585.1028368,1.006321207,,,,,,8 mM,-60.46029755,Bielefeld,temporal,13.0,Verji +OP230420,23420003.abf,S1,6,23420S1c6,D1,TTX,0.0,no,10.41638889,8.820133954,35.97108195,-54.95605469,22,300.0,76.66015625,-29.82788086,270.6298828,-52.24609375,14.85,426.0987741,3,173.9157972,1.266334769,,,,,,8 mM,-59.61597931,Bielefeld,temporal,13.0,Verji +OP230420,23420003.abf,S1,8,23420S1c8,D1,TTX,0.0,yes,10.41638889,6.000399595,31.59991662,-70.55053711,22,350.0,81.01196289,-33.06884766,309.4482422,-61.40136719,16.65,575.5139241,5,786.9278976,1.182829516,,,,,,8 mM,-60.9563504,Bielefeld,temporal,13.0,Verji +OP230420,23420061.abf,S1_D2,8,23420S1c8,D2,TTX,19.0,yes,29.63333333,8.27161387,30.60725912,-70.74584961,1,1300.0,48.88305664,-20.85571289,100.9521484,-27.46582031,13.25,864.8924303,29,565.9388646,1.504127172,,,,,,8 mM,-61.28396652,Bielefeld,temporal,13.0,Verji +OP230420,23420013.abf,S2,2,23420S2c2,D1,high K,0.0,yes,12.18805556,6.474840398,32.07293365,-69.54956055,23,350.0,83.7890625,-29.89501953,413.6962891,-70.55664063,16.4,516.7261538,7,201.3400447,1.027804266,,,,,,8 mM,-60.52478302,Bielefeld,temporal,13.0,Verji +OP230420,23420077.abf,S2_D2,2,23420S2c2,D2,high K,19.0,yes,30.98388889,9.968065615,36.3802336,-68.51196289,24,400.0,84.40551758,-30.52978516,394.0429688,-75.07324219,11.6,390.6565262,31,765.9555319,0.930062058,,,,,,8 mM,-59.85708862,Bielefeld,temporal,13.0,Verji +OP230420,23420013.abf,S2,5,23420S2c5,D1,high K,0.0,no,12.18805556,8.999843286,44.60996072,-75.38452148,28,200.0,84.31396484,-36.4074707,395.1416016,-76.29394531,21.0,445.1021992,9,192.7797593,1.011750103,,,,,,8 mM,-61.64437424,Bielefeld,temporal,13.0,Verji +OP230420,23420013.abf,S2,7,23420S2c7,D1,high K,0.0,yes,12.18805556,7.407777278,29.9454656,-70.00732422,25,300.0,89.69726563,-36.01074219,469.4824219,-79.34570313,16.75,585.1428571,11,730.2643421,0.95473797,,,,,,8 mM,-61.72656616,Bielefeld,temporal,13.0,Verji +OP230420,23420089.abf,S2_D2,8,23420S2c7,D2,high K,19.0,yes,31.39111111,7.713653313,30.01570082,-63.01269531,14,500.0,85.02807617,-32.37915039,240.8447266,-32.83691406,9.0,447.5144158,41,685.3961799,2.089426026,,,,,,8 mM,-60.07796478,Bielefeld,temporal,13.0,Verji +OP230420,23420013.abf,S2,8,23420S2c8,D1,high K,0.0,no,12.18805556,10.15496886,33.77378731,-69.79370117,22,300.0,86.32202148,-36.98730469,432.7392578,-61.03515625,18.3,644.0970999,12; exclude; Rs_end > 30,974.7058235,1.122725061,,,,,,8 mM,-61.19957474,Bielefeld,temporal,13.0,Verji +OP230420,23420082.abf,S2_D2,3,23420S2c6,D2,high K,19.0,yes,31.07722222,6.579656173,25.38582301,-61.50512695,17,700.0,76.82495117,-26.26342773,336.7919922,-56.640625,8.45,391.0870056,34,898.3632788,1.067489562,,,,,,8 mM,-64.32669205,Bielefeld,temporal,13.0,Verji +OP230420,23420089.abf,S2_D2,4,23420S2c4,D2,high K,19.0,yes,31.39111111,8.203241825,33.07277794,-64.09912109,12,500.0,74.73144531,-27.57568359,170.4101563,-25.87890625,7.55,349.9270156,38,671.9390646,2.3157393,,,,,,8 mM,-61.24166061,Bielefeld,temporal,13.0,Verji +OP230420,23420089.abf,S2_D2,7,23420S2_D2c7,D2,high K,19.0,no,31.39111111,9.301121412,48.02493093,-60.99243164,17,350.0,83.22753906,-30.51147461,270.5078125,-38.33007813,18.45,551.6145985,40,359.0886363,1.792339262,,,,,,8 mM,-60.2222229,Bielefeld,temporal,13.0,Verji +OP220623,22623012.abf,S2,3,22623S2c3,D1,high K,0.0,no,9.266944444,6.567370956,21.87430608,-68.68286133,29,400.0,75.6652832,-29.70581055,292.2363281,-80.32226563,13.1,362.8578191,1,,0.808835298,,,,,,8 mM,-54.82799149,Mitte,frontal,32.0,Verji +OP220623,22623012.abf,S2,5,22623S2c5,D1,high K,0.0,no,9.266944444,8.100154874,32.366858,-71.50878906,13,200.0,83.28857422,-37.43286133,383.0566406,-79.22363281,12.2,267.2256684,2,,0.866514786,,,,,,8 mM,-58.27890594,Mitte,frontal,32.0,Verji +OP220623,22623012.abf,S2,8,22623S2c8,D1,high K,0.0,no,9.266944444,10.76286348,43.03477568,-66.82739258,28,200.0,80.20019531,-34.03930664,260.0097656,-61.15722656,14.3,349.9495146,5,,1.080965273,,,,,,8 mM,-61.64262833,Mitte,frontal,32.0,Verji +OP220623,22623020.abf,S3,2,22623S3c2,D1,Ctrl,0.0,no,11.15611111,8.286958234,73.17783032,-78.94897461,31,150.0,79.66918945,-35.22338867,283.203125,-113.1591797,14.9,175.9434955,7,,0.667559582,,,,,,8 mM,-59.97206573,Mitte,frontal,32.0,Verji +OP220623,22623020.abf,S3,4,22623S3c4,D1,Ctrl,0.0,no,11.15611111,7.299165038,29.26620304,-75.79956055,24,200.0,81.53686523,-34.28955078,267.2119141,-70.06835938,16.95,354.8994249,9,,0.989486403,,,,,,8 mM,-63.04627823,Mitte,frontal,32.0,Verji +OP220623,22623020.abf,S3,6,22623S3c6,D1,Ctrl,0.0,no,11.15611111,7.217536181,30.66001016,-76.63574219,30,100.0,90.75927734,-42.50488281,336.7919922,-99.24316406,21.65,376.9538789,11,,0.775832236,,,,,,8 mM,-59.41052475,Mitte,frontal,32.0,Verji +OP220623,22623020.abf,S3,7,22623S3c7,D1,Ctrl,0.0,no,11.15611111,6.431786593,33.43171949,-60.28442383,27,300.0,77.34375,-33.05053711,314.6972656,-74.95117188,10.25,317.4593573,12,,0.889394928,,,,,,8 mM,-59.64039612,Mitte,frontal,32.0,Verji +OP220623,22623029.abf,S4,1,22623S4c1,D1,TTX,0.0,yes,12.90611111,7.128821582,39.45025408,-65.27709961,26,400.0,76.55029297,-33.06884766,311.2792969,-57.00683594,10.2,231.4637119,14,,1.097791645,,,,,,8 mM,-61.15372162,Mitte,frontal,32.0,Verji +OP220623,22623053.abf,S4_d2,8,22623S4c1,D2,TTX,22.0,yes,35.0525,29.64063094,78.98804495,-62.21313477,24,250.0,62.70141602,-32.11669922,180.9082031,-58.10546875,7.75,185.2312181,23,,0.999206084,,,,,,8 mM,-62.48835083,Mitte,frontal,32.0,Verji +OP220623,22623029.abf,S4,6,22623S4c6,D1,TTX,0.0,no,12.90611111,8.789322911,81.75947704,-60.29663086,32,200.0,74.55444336,-35.21118164,219.4824219,-60.66894531,12.1,155.183092,17,,1.019203423,,,,,,8 mM,-61.5940918,Mitte,frontal,32.0,Verji +OP240507,24507016.abf,S2,4,24507S2c4,D1,high K,0.0,no,10.99111111,12.36416637,72.87736705,-62.17041016,16,100.0,80.94482422,-38.04321289,271.3623047,-72.265625,27.45,506.1798537,7,,1.022462166,197.6765892,,,,,8 mM,-59.10916031,Hamburg,temporal,16.0,Verji +OP240507,24507016.abf,S2,6,24507S2c6,D1,high K,0.0,no,10.99111111,10.92189913,49.61267498,-53.90014648,23,200.0,84.91210938,-37.98828125,351.1962891,-76.29394531,15.3,409.2656327,9,,1.032390974,102.3934131,,,,,8 mM,-61.09294525,Hamburg,temporal,16.0,Verji +OP240507,24507029.abf,S3,2,24507S3c2,D1,Ctrl,0.0,no,13.35833333,30.02004502,50.41696127,-52.75268555,9,1200.0,67.16308594,-36.02294922,321.7773438,-59.81445313,0.15,45.9364486,12; exclude; Rs_end > 30,,0.962486019,520.9373646,,,,,8 mM,-58.46185867,Hamburg,temporal,16.0,Verji +OP240507,24507051.abf,S2_D2,4,24507S2c5,D2,high K,17.0,yes,29.12694444,18.9552835,50.32373039,-50.8605957,20,500.0,73.05908203,-35.09521484,314.3310547,-79.95605469,0.15,23.97658537,21; exclude; Rs_end > 30,,0.811532107,255.6685223,,,,,8 mM,-53.57775635,Hamburg,temporal,16.0,Verji +OP240507,24507060.abf,S3_D2,6,24507S3_D2c6,D2,Ctrl,17.0,no,31.47138889,12.18102556,45.63257558,-56.90917969,23,350.0,84.85717773,-37.09716797,332.8857422,-81.90917969,20.2,733.8288248,27,,0.899682815,249.6683223,,,,,8 mM,-61.83390396,Hamburg,temporal,16.0,Verji +OP231109,23n09004.abf,S1,2,23n09S1c2,D1,Ctrl,0.0,no,5.016944444,9.160783254,94.60849635,-70.50170898,41,150.0,78.05175781,-35.68115234,270.6298828,-65.67382813,26.1,345.8329155,1,,1.052610637,289.9296643,,,,,8 mM,-54.33382431,Mitte,temporal,44.0,Verji +OP231109,23n09004.abf,S1,5,23n09S1c5,D1,Ctrl,0.0,no,5.016944444,8.385924129,47.95658754,-71.57592773,33,150.0,86.98120117,-37.12768555,356.3232422,-75.07324219,15.25,375.8646108,3,,1.005146053,534.7078236,,,,,8 mM,-64.12757767,Mitte,temporal,44.0,Verji +OP231109,23n09004.abf,S1,6,23n09S1c6,D1,Ctrl,0.0,no,5.016944444,6.30525859,45.78416717,-72.55249023,31,150.0,85.2722168,-34.19189453,318.7255859,-51.63574219,19.05,430.8008282,4,,1.253816758,598.2799427,,,,,8 mM,-61.03536026,Mitte,temporal,44.0,Verji +OP231109,23n09004.abf,S1,7,23n09S1c7,D1,Ctrl,0.0,no,5.016944444,14.76206099,46.91589011,-66.07055664,28,300.0,72.86376953,-34.61914063,232.5439453,-67.26074219,9.9,344.7430393,5,,1.037331314,307.9902663,,,,,8 mM,-58.56504822,Mitte,temporal,44.0,Verji +OP231109,23n09015.abf,S2,2,23n09S2c2,D1,high K,0.0,yes,5.535,8.860476921,71.09933762,-66.64428711,43,100.0,79.96826172,-37.5,257.5683594,-67.01660156,17.8,228.7334902,8,,1.026145745,253.7484583,,,,,8 mM,-60.68150299,Mitte,temporal,44.0,Verji +OP231109,23n09015.abf,S2,7,23n09S2c7,D1,high K,0.0,no,5.535,9.106013132,96.0378979,-75.08544922,37,150.0,86.92016602,-36.98120117,331.6650391,-87.76855469,19.8,469.129718,11,,0.83326724,307.9902663,,,,,8 mM,-59.81362976,Mitte,temporal,44.0,Verji +OP231109,23n09015.abf,S2,8,23n09S2c8,D1,high K,0.0,yes,5.535,11.87209051,78.30865164,-70.40405273,25,800.0,51.33666992,-25.72631836,136.5966797,-43.57910156,12.85,398.362157,12,,1.068929243,0.0,,,,,8 mM,-61.78157059,Mitte,temporal,44.0,Verji +OP230426,23426003.abf,S1,8,23426S1c8,D1,Ctrl,0.0,no,21.42833333,9.104908937,128.6879089,-72.72949219,32,100.0,92.82836914,-44.3359375,492.6757813,-92.40722656,11.25,196.7129136,5,228.877629,0.824561445,,,,,,8 mM,-64.70461487,Hamburg,temporal,58.0,Verji +OP230426,23426011.abf,S2,8,23426S2c8,D1,high K,0.0,no,23.40777778,7.736325451,51.25116731,-70.17822266,30,200.0,88.26904297,-37.26196289,426.5136719,-88.37890625,17.3,357.2063012,7,478.845962,0.834236337,,,,,,8 mM,-60.40496033,Hamburg,temporal,58.0,Verji +OP230426,23426017.abf,S3,4,23426S3c4,D1,high K,0.0,no,24.36611111,8.550426449,41.49446295,-72.94311523,43,200.0,79.94995117,-37.31689453,355.9570313,-91.18652344,13.0,309.8065455,9,534.977833,0.729802573,,,,,,8 mM,-60.25913116,Hamburg,temporal,58.0,Verji +OP230426,23426017.abf,S3,5,23426S3c5,D1,high K,0.0,no,24.36611111,7.225007513,38.36266736,-69.6105957,33,150.0,87.51220703,-38.7878418,412.5976563,-81.78710938,15.0,372.3636364,10,423.554118,0.895493486,,,,,,8 mM,-60.92206757,Hamburg,temporal,58.0,Verji +OP230426,23426017.abf,S3,6,23426S3c6,D1,high K,0.0,no,24.36611111,7.533919301,60.58603809,-69.48852539,26,100.0,86.51123047,-36.328125,417.6025391,-77.63671875,13.85,241.2742158,11,331.81106,0.904285424,,,,,,8 mM,-61.94321762,Hamburg,temporal,58.0,Verji +OP220426,22427010.abf,S2,6,22427S2c6,D1,TTX,0.0,no,22.85555556,8.11855387,42.98952558,-70.86791992,30,150.0,81.86035156,-35.46142578,228.0273438,-80.078125,16.05,250.7994278,3,,0.920186379,,,,,,15 mM,-58.88047363,Bielefeld,temporal,60.0,Verji +OP220426,22427019.abf,S3,1,22427S3c1,D1,high K,0.0,no,24.78472222,9.413326965,64.16138123,-68.84765625,26,200.0,81.87866211,-35.83374023,286.2548828,-85.44921875,16.5,264.2580645,6,,0.913302897,,,,,,15 mM,-60.5696228,Bielefeld,temporal,60.0,Verji +OP220426,22427019.abf,S3,3,22427S3c3,D1,high K,0.0,yes,24.78472222,14.69289725,61.06627519,-69.26879883,30,150.0,81.7565918,-35.36987305,288.9404297,-78.125,21.0,404.5432099,8,,0.877826816,,,,,,15 mM,-61.62928177,Bielefeld,temporal,60.0,Verji +OP220426,22427073.abf,S3_D2,3,22427S3c3,D2,high K,24.0,yes,48.90805556,7.368074757,33.91831019,-60.25390625,14,350.0,77.66113281,-25.88500977,316.0400391,-70.55664063,17.3,441.1567315,30,,0.933136291,,,,,,15 mM,-59.35913712,Bielefeld,temporal,60.0,Verji +OP220426,22427019.abf,S3,4,22427S3c4,D1,high K,0.0,no,24.78472222,6.555757205,37.19217609,-71.13647461,25,250.0,89.13574219,-35.90698242,311.5234375,-83.984375,16.4,440.4878689,9,,0.930810631,,,,,,15 mM,-62.88617523,Bielefeld,temporal,60.0,Verji +OP220426,22427019.abf,S3,5,22427S3c5,D1,high K,0.0,no,24.78472222,7.805099445,36.28028452,-53.43017578,18,200.0,74.76196289,-34.5703125,239.8681641,-76.90429688,13.4,353.5355878,10,,0.866591582,,,,,,15 mM,-59.16793152,Bielefeld,temporal,60.0,Verji +OP220426,22427032.abf,S4,5,22427S4c5,D1,Ctrl,0.0,no,26.92055556,7.379796886,24.40440787,-61.43188477,30,450.0,85.8215332,-37.45117188,343.0175781,-74.95117188,5.45,261.472328,15,,0.956681649,,,,,,15 mM,-61.4922142,Bielefeld,temporal,60.0,Verji +OP220426,22427032.abf,S4,6,22427S4c6,D1,Ctrl,0.0,yes,26.92055556,9.702328093,29.98075961,-59.43603516,34,450.0,80.84716797,-37.87841797,246.9482422,-69.94628906,6.35,320.6114022,16,,0.948891491,,,,,,15 mM,-61.3225766,Bielefeld,temporal,60.0,Verji +OP220426,22427042.abf,S4_D2,2,22427S4c6,D2,Ctrl,24.0,yes,44.96472222,9.948346991,43.5896815,-64.03808594,20,300.0,69.52514648,-29.4128418,153.8085938,-47.72949219,9.75,230.6772563,19,,1.235679977,,,,,,15 mM,-61.97793671,Bielefeld,temporal,60.0,Verji +OP220426,22427061.abf,S2_D2,5,22427S2_D2c5,D2,TTX,24.0,no,47.1325,6.511569126,23.16589737,-67.97485352,17,700.0,58.56933594,-24.42626953,173.2177734,-45.41015625,14.25,409.2410167,26,,1.1037319,,,,,,15 mM,-60.57814545,Bielefeld,temporal,60.0,Verji +OP231130,23n30003.abf,S1,1,23n30S1c1,D1,Ctrl,0.0,yes,11.99277778,15.62708067,58.6665813,-78.06091309,55,300.0,88.77563477,-41.57714844,352.2949219,-103.515625,13.8,329.3506191,0,,0.8110857,351.5817194,,,,,8 mM,-71.58446503,Bielefeld,temporal,39.0,Verji +OP231130,23n30003.abf,S1,5,23n30S1c5,D1,Ctrl,0.0,no,11.99277778,20.14300934,59.82588333,-60.80932617,29,800.0,68.36547852,-31.46362305,258.5449219,-58.10546875,11.75,632.2233169,1,,1.081763385,0.0,,,,,8 mM,-57.46246033,Bielefeld,temporal,39.0,Verji +OP231130,23n30012.abf,S2,8,23n30S2c8,D1,high K,0.0,yes,12.98361111,9.484605043,63.77992321,-73.14453125,41,150.0,89.00146484,-36.85913086,327.8808594,-88.13476563,19.7,367.4044394,6,,0.890428468,496.1865396,,,,,8 mM,-60.28375305,Bielefeld,temporal,39.0,Verji +OP231130,23n30046.abf,S2_D2,1,23n30S2c8,D2,Ctrl,21.0,yes,34.04833333,11.22861787,67.26239848,-69.43359375,31,300.0,74.03564453,-29.44946289,198.2421875,-52.36816406,14.95,296.0009668,13,,1.262300492,530.2376746,,,,,8 mM,-61.09348236,Bielefeld,temporal,39.0,Verji +OP231130,23n30037.abf,S1_D2,2,23n30S1_D2c2,D2,wash in high K,21.0,no,32.69944444,7.426442253,65.8047933,-67.54455566,61,250.0,77.71606445,-36.50512695,246.4599609,-74.34082031,12.5,200.2933985,8; exclude; Rs_end > 30,,0.950157567,322.0907364,,,,,8 mM,-59.5793309,Bielefeld,temporal,39.0,Verji +OP231130,23n30037.abf,S1_D2,4,23n30S1_D2c4,D2,wash in high K,21.0,no,32.69944444,18.99990833,78.69863438,-53.76586914,34,200.0,76.91040039,-35.0769043,327.6367188,-73.48632813,18.15,403.4865672,9,,0.894415557,160.1153372,,,,,8 mM,-59.20614609,Bielefeld,temporal,39.0,Verji +OP231130,23n30052.abf,S2_D2,6,23n30S2_D2c6,D2,Ctrl,21.0,no,34.33166667,7.483370401,60.24605052,-68.10302734,43,200.0,88.671875,-36.85302734,510.6201172,-114.5019531,10.2,209.2884158,14,,2.401554283,498.6466216,,,,,8 mM,-60.56877396,Bielefeld,temporal,39.0,Verji +OP231130,23n30052.abf,S2_D2,7,23n30S2_D2c7,D2,Ctrl,21.0,no,34.33166667,8.566453943,67.89862467,-58.95385742,27,500.0,79.07104492,-35.33325195,376.2207031,-78.49121094,8.4,275.2512,15,,0.912125624,523.4874496,,,,,8 mM,-60.89023193,Bielefeld,temporal,39.0,Verji +OP221020,22o21021.abf,S4_D2,1,22o21S4_D2c1,D2,TTX,20.0,no,29.72861111,7.733713029,38.67799621,-50.33569336,7,600.0,52.19726563,-22.11303711,108.8867188,-20.5078125,13.1,375.227972,0,,2.22021895,,,,,,8 mM,-61.67611801,Mitte,temporal,25.0,Verji +OP221020,22o21021.abf,S4_D2,2,22o21S4_D2c2,D2,TTX,20.0,no,29.72861111,8.398708399,35.9606823,-66.45507813,11,450.0,61.81030273,-23.88305664,193.7255859,-48.828125,20.6,440.3266797,1,,1.182197457,,,,,,8 mM,-63.15130936,Mitte,temporal,25.0,Verji +OP221020,22o21021.abf,S4_D2,4,22o21S4_D2c4,D2,TTX,20.0,no,29.72861111,7.613993266,41.27707007,-75.14038086,19,200.0,72.27172852,-31.24389648,271.484375,-50.53710938,23.05,361.2158776,3,,1.280341857,,,,,,8 mM,-60.83120071,Mitte,temporal,25.0,Verji +OP221020,22o21035.abf,S5_D2,2,22o21S5_D2c2,D2,Ctrl,20.0,no,31.66277778,7.435570276,32.20945132,-61.14501953,15,400.0,69.48852539,-32.03125,206.4208984,-43.33496094,13.0,377.6453901,7,,1.432495862,,,,,,8 mM,-65.25906036,Mitte,temporal,25.0,Verji +OP221020,22o21035.abf,S5_D2,6,22o21S5_D2c6,D2,Ctrl,20.0,no,31.66277778,7.049154391,39.90329308,-72.70507813,23,300.0,78.82080078,-33.22753906,311.8896484,-65.79589844,18.45,389.7934236,9,,0.976485054,,,,,,8 mM,-60.89603516,Mitte,temporal,25.0,Verji +OP221020,22o21035.abf,S5_D2,7,22o21S5_D2c7,D2,Ctrl,20.0,no,31.66277778,14.60486232,55.41783323,-50.33569336,12,300.0,68.33496094,-32.07397461,191.0400391,-36.1328125,17.4,484.8326531,10,,1.802421399,,,,,,8 mM,-61.39603683,Mitte,temporal,25.0,Verji +OP221020,22o21042.abf,S6_D2,2,22o21S6_D2c2,D2,high K,20.0,no,33.4275,21.01995359,57.54313245,-61.63330078,20,350.0,63.671875,-31.92138672,197.7539063,-46.14257813,26.15,767.8164875,12,,1.138023178,,,,,,8 mM,-62.82082886,Mitte,temporal,25.0,Verji +OP221020,22o21042.abf,S6_D2,4,22o21S6_D2c4,D2,high K,20.0,no,33.4275,6.058090218,40.81383928,-64.46533203,17,500.0,74.8840332,-29.69970703,314.9414063,-66.04003906,15.5,501.8814229,13,,0.947928896,,,,,,8 mM,-62.32504959,Mitte,temporal,25.0,Verji +OP221020,22o21042.abf,S6_D2,6,22o21S6_D2c6,D2,high K,20.0,no,33.4275,7.2884183,51.77505905,-65.46630859,19,350.0,78.42407227,-27.93579102,348.2666016,-64.94140625,10.85,237.8145819,14,,0.993077044,,,,,,8 mM,-62.63967575,Mitte,temporal,25.0,Verji +OP221020,22o21042.abf,S6_D2,8,22o21S6_D2c8,D2,high K,20.0,no,33.4275,10.47091713,32.93464403,-64.88037109,29,450.0,84.11254883,-33.44116211,423.0957031,-83.0078125,9.45,349.5006772,16,,0.83853321,,,,,,8 mM,-61.22122147,Mitte,temporal,25.0,Verji +OP221027,22o27003.abf,S1,1,22o27S1c1,D1,high K,0.0,no,8.293888889,9.756233648,81.64484463,-73.60839844,30,100.0,89.09912109,-35.98632813,427.6123047,-64.33105469,22.6,285.2684129,0,,1.122933865,,,,,,8 mM,-59.49905487,Mitte,temporal,61.0,Verji +OP221027,22o27011.abf,S2,1,22o27S2c1,D1,TTX,0.0,yes,9.679166667,6.155731873,51.43651151,-78.35693359,36,-300.0,85.16845703,-38.66577148,374.7558594,-77.02636719,23.75,396.2525458,8,,0.88592002,,,,,,8 mM,-53.55212463,Mitte,temporal,61.0,Verji +OP221027,22o27047.abf,S2_D2,1,22o27S2c1,D2,TTX,24.0,yes,34.57166667,9.714606889,58.60567723,-73.41918945,30,150.0,76.97753906,-34.73510742,297.7294922,-74.21875,16.3,288.5566721,29,,0.951785601,,,,,,8 mM,-61.65735245,Mitte,temporal,61.0,Verji +OP221027,22o27011.abf,S2,2,22o27S2c2,D1,TTX,0.0,yes,9.679166667,7.087507564,61.17202158,-76.16577148,37,100.0,87.890625,-37.9699707,380.6152344,-78.85742188,21.35,305.6342508,9,,0.879168388,,,,,,8 mM,-57.17740082,Mitte,temporal,61.0,Verji +OP221027,22o27051.abf,S2_D2,2,22o27S2c2,D2,TTX,24.0,yes,34.65888889,13.08692097,53.72979843,-69.47021484,33,200.0,76.171875,-34.0637207,290.2832031,-88.98925781,10.9,276.2344934,30,,0.80601395,,,,,,8 mM,-61.88209991,Mitte,temporal,61.0,Verji +OP221027,22o27011.abf,S2,3,22o27S2c3,D1,TTX,0.0,no,9.679166667,7.058307001,31.33281368,-53.61328125,24,250.0,73.26660156,-35.53466797,277.8320313,-56.88476563,17.75,469.815832,10,,1.076363284,,,,,,8 mM,-56.43325989,Mitte,temporal,61.0,Verji +OP221027,22o27011.abf,S2,4,22o27S2c4,D1,TTX,0.0,no,9.679166667,7.056790213,63.5187133,-73.92578125,33,-300.0,90.17333984,-38.69628906,388.3056641,-75.31738281,30.7,380.9078379,11,,0.939451805,,,,,,8 mM,-53.84588562,Mitte,temporal,61.0,Verji +OP221027,22o27011.abf,S2,5,22o27S2c5,D1,TTX,0.0,no,9.679166667,10.17094489,107.7500857,-71.59423828,38,-300.0,89.5690918,-38.97094727,381.7138672,-60.42480469,14.95,139.2104575,12,,1.24877545,,,,,,8 mM,-57.30952667,Mitte,temporal,61.0,Verji +OP221027,22o27011.abf,S2,7,22o27S2c7,D1,TTX,0.0,no,9.679166667,13.16751874,76.78538465,-70.70922852,40,-300.0,94.28100586,-38.0065918,420.2880859,-79.58984375,10.55,160.2700046,14,,0.942054004,,,,,,8 mM,-61.88760284,Mitte,temporal,61.0,Verji +OP221027,22o27022.abf,S3,1,22o27S3c1,D1,Ctrl,0.0,no,11.07,8.066904806,42.5484786,-73.42529297,37,50.0,87.72583008,-35.71166992,392.9443359,-91.06445313,24.6,377.7379569,15,,0.821365849,,,,,,8 mM,-52.82335205,Mitte,temporal,61.0,Verji +OP221027,22o27022.abf,S3,2,22o27S3c2,D1,Ctrl,0.0,yes,11.07,9.953828519,70.89452357,-73.49243164,33,50.0,84.93652344,-35.79101563,334.8388672,-75.07324219,19.85,220.4150457,16,,0.915298627,,,,,,8 mM,-55.20203781,Mitte,temporal,61.0,Verji +OP221027,22o27068.abf,S3_D2,2,22o27S3c2,D2,Ctrl,24.0,yes,36.47166667,8.413644313,58.52921935,-73.6328125,48,100.0,88.54370117,-40.90576172,398.8037109,-79.46777344,12.35,196.8311284,37,,0.931550364,,,,,,8 mM,-58.8679126,Mitte,temporal,61.0,Verji +OP221027,22o27022.abf,S3,3,22o27S3c3,D1,Ctrl,0.0,no,11.07,9.843946351,54.92829172,-56.53686523,24,150.0,80.75561523,-35.94360352,299.1943359,-63.96484375,13.6,228.6530528,17,,1.055618671,,,,,,8 mM,-58.39441132,Mitte,temporal,61.0,Verji +OP221027,22o27022.abf,S3,4,22o27S3c4,D1,Ctrl,0.0,yes,11.07,8.179952821,52.91854894,-72.16186523,38,100.0,90.05126953,-37.3840332,415.0390625,-79.95605469,18.4,336.8330726,18,,0.926687357,,,,,,8 mM,-59.85078659,Mitte,temporal,61.0,Verji +OP221027,22o27022.abf,S3,7,22o27S3c7,D1,Ctrl,0.0,no,11.07,7.778175078,61.72579711,-73.16894531,42,100.0,89.5324707,-40.66162109,469.4824219,-112.9150391,15.3,258.2948995,20,,0.743927907,,,,,,8 mM,-58.90775345,Mitte,temporal,61.0,Verji +OP221027,22o27061.abf,S2_D2,7,22o27S2_D2c7,D2,TTX,24.0,no,35.15,15.56751424,57.9726908,-50.88500977,21,200.0,74.31640625,-34.2956543,254.6386719,-64.57519531,13.55,318.9701149,34,,0.984890116,,,,,,8 mM,-59.18066528,Mitte,temporal,61.0,Verji +OP221027,22o27082.abf,S3_D2,5,22o27S3_D2c5,D2,Ctrl,24.0,no,37.03916667,16.82096288,62.58066213,-67.77954102,26,100.0,93.75,-43.11523438,564.9414063,-120.2392578,15.7,310.8505136,39,,0.67740102,,,,,,8 mM,-62.29583862,Mitte,temporal,61.0,Verji +OP221027,22o27082.abf,S3_D2,6,22o27S3_D2c6,D2,Ctrl,24.0,no,37.03916667,8.553550256,56.84382906,-66.21704102,27,150.0,89.33105469,-37.51220703,458.7402344,-94.48242188,17.05,349.6210263,manually corrected HW,,0.78221732,,,,,,8 mM,-61.95102509,Mitte,temporal,61.0,Verji +OP221027,22o27082.abf,S3_D2,8,22o27S3_D2c8,D2,Ctrl,24.0,no,37.03916667,7.800428113,61.56485253,-69.79980469,15,450.0,85.53466797,-38.37890625,468.5058594,-112.7929688,10.25,291.8088619,manually corrected HW,,0.718350859,,,,,,8 mM,-67.57936676,Mitte,temporal,61.0,Verji +OP240411,24411004.abf,S1,6,24411S1c6,D1,Ctrl,0.0,yes,11.24083333,9.301190898,94.74011558,-48.79760742,33,150.0,75.59204102,-33.57543945,264.1601563,-74.21875,15.7,228.8512456,5,,0.914748888,81.75272509,,,,,8 mM,-55.16677032,Bielefeld,temporal,46.0,Verji +OP240411,24411004.abf,S1,8,24411S1c8,D1,Ctrl,0.0,no,11.24083333,23.64922188,56.36350039,-64.52636719,40,100.0,76.11694336,-37.08496094,257.0800781,-75.68359375,19.65,242.2465011,7; exclude; Rs_end > 30,,0.911321783,212.1370712,,,,,8 mM,-60.41564621,Bielefeld,temporal,46.0,Verji +OP240411,24411018.abf,S2,1,24411S2c1,D1,high K,0.0,yes,13.15111111,13.08889851,58.30619249,-71.27685547,38,200.0,79.79125977,-37.5793457,329.9560547,-84.83886719,23.0,415.0132159,8; exclude; Rs_end > 30,,0.83047811,492.2564085,,,,,8 mM,-59.9469545,Bielefeld,temporal,46.0,Verji +OP240411,24411057.abf,S2_D2,1,24411S2c1,D2,high K,18.0,yes,32.95638889,8.334740611,67.00655397,-70.44067383,37,250.0,81.37817383,-32.46459961,373.7792969,-89.23339844,17.2,287.9967297,30,,0.807577882,452.1150705,,,,,8 mM,-62.00080978,Bielefeld,temporal,46.0,Verji +OP240411,24411018.abf,S2,6,24411S2c6,D1,high K,0.0,no,13.15111111,26.52061106,70.27418804,-45.02563477,38,350.0,56.99462891,-28.82080078,148.5595703,-60.79101563,8.1,149.8705816,13; exclude; Rs_end > 30,,0.920958014,233.9477983,,,,,8 mM,-62.49560654,Bielefeld,temporal,46.0,Verji +OP240411,24411032.abf,S3,2,24411S3c2,D1,Ctrl,0.0,yes,15.32305556,9.275814484,140.6164837,-72.3449707,46,150.0,80.9387207,-34.05761719,330.2001953,-83.984375,19.2,173.1752271,16,,0.811604765,230.7076903,,,,,8 mM,-62.10460373,Bielefeld,temporal,46.0,Verji +OP240411,24411032.abf,S3,3,24411S3c3,D1,Ctrl,0.0,no,15.32305556,10.17931707,71.11000869,-68.17626953,34,150.0,79.21142578,-32.91625977,337.7685547,-89.35546875,20.7,434.8061538,17,,0.779389797,415.8438615,,,,,8 mM,-59.99896011,Bielefeld,temporal,46.0,Verji +OP240411,24411046.abf,S1_D2,5,24411S1_D2c5,D2,Ctrl,18.0,no,31.11666667,18.68227738,66.88604847,-72.4609375,31,150.0,83.25805664,-41.63208008,417.1142578,-83.49609375,17.1,442.95083,26,,0.881120538,511.6670556,,,,,8 mM,-63.40537842,Bielefeld,temporal,46.0,Verji +OP240411,24411063.abf,S2_D2,4,24411S2c4,D2,high K,18.0,yes,33.32833333,8.805756443,75.59854705,-59.41772461,27,350.0,74.40185547,-29.01000977,285.7666016,-76.171875,9.9,208.217715,35,,0.822721551,284.0494683,,,,,8 mM,-64.57589218,Bielefeld,temporal,46.0,Verji +OP240411,24411063.abf,S2_D2,5,24411S2c5,D2,high K,18.0,yes,33.32833333,14.51770727,102.5430427,-70.30639648,45,200.0,74.21875,-33.99658203,299.4384766,-87.64648438,13.6,252.3469989,36,,0.760328104,398.3532784,,,,,8 mM,-61.93764832,Bielefeld,temporal,46.0,Verji +OP240411,24411075.abf,S3_D2,4,24411S3_D2c4,D2,Ctrl,18.0,no,35.3,9.440213464,147.9477743,-64.50195313,43,150.0,75.36621094,-38.48266602,247.6806641,-79.46777344,13.1,137.1440256,42,,0.854413493,174.3958132,,,,,8 mM,-58.62794159,Bielefeld,temporal,46.0,Verji +OP240411,24411075.abf,S3_D2,5,24411S3c5,D2,Ctrl,18.0,yes,35.3,21.76884238,77.2707294,-60.96191406,33,300.0,71.69189453,-26.39770508,303.4667969,-71.53320313,11.25,219.6901073,43,,0.838723549,356.6218874,,,,,8 mM,-60.31371185,Bielefeld,temporal,46.0,Verji +OP240215,24215004.abf,S1,2,24215S1c2,D1,Ctrl,0.0,no,11.72583333,10.06559083,59.87388673,-69.70214844,25,100.0,91.96777344,-40.3503418,370.3613281,-95.703125,23.75,486.0961899,1,,0.85751271,408.0136005,,,,,8 mM,-59.18205887,Bielefeld,temporal,30.0,Verji +OP240215,24215004.abf,S1,3,24215S1c3,D1,Ctrl,0.0,no,11.72583333,6.263417105,69.92492438,-71.83837891,29,250.0,75.91552734,-35.63842773,269.6533203,-59.20410156,22.3,379.5981299,2,,1.096868056,436.3345445,,,,,8 mM,-59.95096344,Bielefeld,temporal,30.0,Verji +OP240215,24215004.abf,S1,4,24215S1c4,D1,Ctrl,0.0,no,11.72583333,10.02916639,45.2685955,-74.06616211,25,150.0,88.14086914,-42.74291992,333.0078125,-79.95605469,19.25,486.3407864,3,,0.958975243,719.5139838,,,,,8 mM,-60.0295697,Bielefeld,temporal,30.0,Verji +OP240215,24215035.abf,S1_D2,1,24215S1c1,D2,Ctrl,17.0,yes,28.55416667,9.06040533,62.48006637,-64.59350586,17,200.0,75.43334961,-34.01489258,237.6708984,-58.10546875,23.3,523.6587106,12,,1.156730682,268.6289543,,,,,8 mM,-61.11916382,Bielefeld,temporal,30.0,Verji +OP240215,24215050.abf,S2_D2,2,24215S2c2,D2,high K,17.0,yes,30.47527778,12.95342465,39.00108534,-73.18725586,21,150.0,82.97119141,-36.20605469,326.7822266,-87.03613281,18.35,382.2586141,17; exclude; Rs_end > 30,,0.832962082,748.1349378,,,,,8 mM,-58.07454956,Bielefeld,temporal,30.0,Verji +OP240417,24417004.abf,S1,2,24417S1c2,D1,Ctrl,0.0,yes,9.533055556,13.25477331,84.31330615,-59.32617188,25,150.0,82.97119141,-36.59667969,365.3564453,-85.44921875,21.9,367.8212199,1,,0.8484865,158.9152972,,,,,8 mM,-61.03942688,Hamburg,temporal,29.0,Verji +OP240417,24417040.abf,S1_D2,2,24417S1c2,D2,Ctrl,16.0,yes,27.47166667,19.61963713,123.3555607,-81.42700195,28,50.0,91.43066406,-47.49755859,459.5947266,-94.48242188,26.5,315.5348837,23,,0.791991558,314.2904763,,,,,8 mM,-64.37795044,Hamburg,temporal,29.0,Verji +OP240417,24417004.abf,S1,4,24417S1c4,D1,Ctrl,0.0,no,9.533055556,10.91244348,109.9015451,-70.59936523,30,100.0,82.64770508,-36.37695313,349.3652344,-77.27050781,20.65,274.6181818,3,,0.92916031,228.2176073,,,,,8 mM,-61.16168457,Hamburg,temporal,29.0,Verji +OP240417,24417004.abf,S1,5,24417S1c5,D1,Ctrl,0.0,yes,9.533055556,11.80760956,183.1272351,-73.06518555,27,100.0,85.62011719,-38.62915039,368.6523438,-95.703125,20.9,200.1318527,4,,0.819130955,203.0767692,,,,,8 mM,-59.52498276,Hamburg,temporal,29.0,Verji +OP240417,24417004.abf,S1,6,24417S1c6,D1,Ctrl,0.0,yes,9.533055556,10.53358843,67.57135556,-66.27807617,30,200.0,82.52563477,-33.82568359,365.234375,-78.36914063,20.0,391.026253,5,,0.930314405,330.7010234,,,,,8 mM,-60.87614349,Hamburg,temporal,29.0,Verji +OP240417,24417040.abf,S1_D2,6,24417S1c6,D2,Ctrl,16.0,yes,27.47166667,12.76924171,55.73877309,-66.90063477,31,300.0,74.89624023,-26.39160156,314.0869141,-64.57519531,12.35,229.9345455,25,,0.99835308,427.9042635,,,,,8 mM,-62.42892487,Hamburg,temporal,29.0,Verji +OP240417,24417004.abf,S1,7,24417S1c7,D1,Ctrl,0.0,no,9.533055556,10.9010961,66.66537083,-57.94067383,31,250.0,77.47192383,-32.98950195,275.8789063,-87.76855469,18.15,389.7373526,6,,0.835423376,229.6276543,,,,,8 mM,-60.97737152,Hamburg,temporal,29.0,Verji +OP240417,24417018.abf,S2,1,24417S2c1,D1,high K,0.0,no,13.59611111,12.4418003,66.61329506,-57.8918457,30,250.0,79.55322266,-33.61206055,345.0927734,-81.0546875,19.4,358.1403944,8,,0.826064891,250.9583653,,,,,8 mM,-61.81928131,Hamburg,temporal,29.0,Verji +OP240417,24417029.abf,S3,2,24417S3c2,D1,Ctrl,0.0,no,15.24944444,25.1133928,111.9061667,-72.16796875,33,100.0,82.06176758,-39.02587891,375.6103516,-87.890625,23.65,330.6156997,16,,0.804465902,308.6202873,,,,,8 mM,-59.71862778,Hamburg,temporal,29.0,Verji +OP240417,24417029.abf,S3,5,24417S3c5,D1,Ctrl,0.0,no,15.24944444,12.97490749,91.89792623,-48.18115234,32,150.0,77.75878906,-34.47265625,342.5292969,-71.16699219,18.7,264.3492666,18; exclude; Rs_end > 30,,0.945585706,81.93273109,,,,,8 mM,-61.04722763,Hamburg,temporal,29.0,Verji +OP240417,24417029.abf,S3,6,24417S3c6,D1,Ctrl,0.0,yes,15.24944444,17.95915531,51.57457558,-48.95019531,23,100.0,80.68237305,-40.35644531,255.3710938,-85.81542969,22.3,289.511252,19; exclude; Rs_end > 30; exclude; Rs_end > 30,,0.884513624,,,,,,8 mM,-67.18292725,Hamburg,temporal,29.0,Verji +OP240417,24417062.abf,S3_D2,6,24417S3c6,D1,Ctrl,16.0,yes,31.57638889,13.81928135,129.1641464,-75.32958984,25,100.0,84.60693359,-37.18261719,377.4414063,-99.97558594,23.35,252.3525066,37; exclude; Rs_end > 30; exclude; Rs_end > 30,,0.752147864,288.4896163,,,,,8 mM,-61.49481277,Hamburg,temporal,29.0,Verji +OP240417,24417029.abf,S3,8,24417S3c8,D1,Ctrl,0.0,no,15.24944444,15.75260523,86.19896937,-48.51074219,39,200.0,79.90112305,-34.91210938,358.5205078,-94.7265625,17.0,296.779968,21; exclude; Rs_end > 30,,0.722794161,82.71275709,,,,,8 mM,-60.85140671,Hamburg,temporal,29.0,Verji +OP240417,24417040.abf,S1_D2,1,24417S1_D2c1,D2,Ctrl,16.0,no,27.47166667,8.466645628,64.9064782,-71.72241211,22,50.0,81.9519043,-34.70458984,337.4023438,-96.80175781,22.15,324.4573983,22,,0.775243791,351.9117304,,,,,8 mM,-52.23121353,Hamburg,temporal,29.0,Verji +OP240417,24417052.abf,S2_D2,2,24417S2c2,D2,high K,16.0,yes,29.90805556,11.36884095,80.52932785,-73.50463867,23,100.0,84.72900391,-34.42382813,458.1298828,-94.11621094,23.7,324.3949875,29,,1.027538205,388.1829394,,,,,8 mM,-59.17502167,Hamburg,temporal,29.0,Verji +OP240417,24417052.abf,S2_D2,7,24417S2c7,D2,high K,16.0,yes,29.90805556,12.56057291,60.17618042,-50.78125,18,150.0,81.28051758,-35.22949219,378.5400391,-101.1962891,13.85,228.7483871,33,,0.758878733,113.9137971,,,,,8 mM,-63.64973099,Hamburg,temporal,29.0,Verji +OP230109,2311003.abf,S1,2,2311S1c2,D1,TTX,0.0,yes,19.0325,7.74627878,47.439058,-71.77124023,35,100.0,91.74804688,-37.63427734,442.9931641,-67.87109375,19.3,273.6574643,1,,1.015149893,,,,,,8 mM,-55.71777023,Bielefeld,temporal,42.0,Verji +OP230109,2311027.abf,S1_D2,1,2311S1c2,D2,TTX,24.0,yes,43.80138889,8.451131063,39.68067578,-65.84472656,30,250.0,79.52880859,-33.81958008,305.7861328,-57.98339844,7.6,204.6317173,19,,1.106972822,,,,,,8 mM,-63.41109406,Bielefeld,temporal,42.0,Verji +OP230109,2311003.abf,S1,8,2311S1c8,D1,TTX,0.0,yes,19.0325,6.148548937,25.34815766,-71.38061523,26,250.0,89.93530273,-37.35351563,462.6464844,-84.83886719,13.15,403.6526464,manually_corrected,,0.843977527,,,,,,8 mM,-59.76012955,Bielefeld,temporal,42.0,Verji +OP230109,2311035.abf,S1_D2,6,2311S1c8,D2,TTX,24.0,yes,44.01333333,9.818375264,27.65569897,-63.96484375,21,700.0,70.75195313,-25.02441406,281.3720703,-88.13476563,6.0,260.407947,21; exclude; Rs_end > 30,,0.713587031,,,,,,8 mM,-63.07123352,Bielefeld,temporal,42.0,Verji +OP230109,2311010.abf,S2,1,2311S2c1,D1,high K,0.0,yes,20.8525,11.8984563,32.67588579,-55.00488281,1,250.0,76.86157227,-49.05395508,277.2216797,-59.81445313,9.0,224.9519451,7,,1.129772509,,,,,,8 mM,-60.30499054,Bielefeld,temporal,42.0,Verji +OP230109,2311047.abf,S2_D2,1,2311S2c1,D2,high K,24.0,yes,46.09027778,10.24690558,54.58327572,-68.37768555,30,200.0,82.31201172,-36.63330078,411.0107422,-70.3125,8.4,156.5706485,30,,0.888556758,,,,,,8 mM,-61.58459412,Bielefeld,temporal,42.0,Verji +OP230109,2311010.abf,S2,2,2311S2c2,D1,high K,0.0,no,20.8525,13.02227706,157.2082139,-62.39013672,17,-300.0,71.34399414,-30.51757813,207.2753906,-39.91699219,16.55,104.7942802,8,,1.527415926,,,,,,8 mM,-55.10668106,Bielefeld,temporal,42.0,Verji +OP230109,2311010.abf,S2,5,2311S2c5,D1,high K,0.0,no,20.8525,13.79298611,98.5777257,-53.90625,1,50.0,81.14624023,-48.76708984,356.9335938,-122.9248047,6.05,67.13389773,10,,0.601502835,,,,,,8 mM,-61.78229919,Bielefeld,temporal,42.0,Verji +OP230109,2311010.abf,S2,6,2311S2c6,D1,high K,0.0,no,20.8525,15.82506011,138.0202564,-71.67358398,33,100.0,80.18798828,-40.16113281,334.2285156,-111.2060547,4.95,54.12132132,11,,0.681809675,,,,,,8 mM,-66.84029236,Bielefeld,temporal,42.0,Verji +OP230109,2311010.abf,S2,7,2311S2c7,D1,high K,0.0,yes,20.8525,11.93618222,45.08424713,-67.09594727,49,250.0,82.97729492,-38.37280273,363.8916016,-83.0078125,9.05,248.5753562,12,,0.801776934,,,,,,8 mM,-61.62123215,Bielefeld,temporal,42.0,Verji +OP230109,2311055.abf,S2_D2,5,2311S2c7,D2,high K,24.0,yes,46.2775,8.594446103,34.11516418,-46.72241211,26,450.0,75.85449219,-35.69946289,331.7871094,-83.12988281,1.75,105.4117647,32,,0.782910244,,,,,,8 mM,-60.73864365,Bielefeld,temporal,42.0,Verji +OP230109,2311010.abf,S2,8,2311S2c8,D1,high K,0.0,no,20.8525,11.5686629,40.27959212,-63.72070313,48,300.0,84.08203125,-37.59765625,380.9814453,-84.71679688,8.3,275.8361055,13,,0.804060607,,,,,,8 mM,-62.4380603,Bielefeld,temporal,42.0,Verji +OP230109,2311018.abf,S3,3,2311S3c3,D1,Ctrl,0.0,no,23.58111111,15.49846979,38.09356486,-68.50280762,40,150.0,90.13061523,-49.74975586,477.4169922,-112.3046875,14.9,549.2049494,15,,0.648946849,,,,,,8 mM,-60.73683701,Bielefeld,temporal,42.0,Verji +OP230109,2311018.abf,S3,5,2311S3c5,D1,Ctrl,0.0,no,23.58111111,8.049398714,39.26399226,-75.73242188,24,200.0,88.7878418,-42.98095703,430.5419922,-90.45410156,10.75,256.0,16,,0.789030286,,,,,,8 mM,-61.50154633,Bielefeld,temporal,42.0,Verji +OP230109,2311018.abf,S3,7,2311S3c7,D1,Ctrl,0.0,yes,23.58111111,7.438506459,36.42467711,-68.23120117,30,300.0,87.35961914,-35.90087891,373.046875,-56.88476563,9.2,257.8833191,17,,1.229653193,,,,,,8 mM,-61.02633377,Bielefeld,temporal,42.0,Verji +OP230109,2311066.abf,S3_D2,5,2311S3c7,D2,Ctrl,24.0,yes,48.18694444,10.02771222,36.0568183,-63.64135742,25,350.0,80.52978516,-36.46240234,330.4443359,-75.68359375,10.2,303.0223028,43,,0.954831846,,,,,,8 mM,-61.23121948,Bielefeld,temporal,42.0,Verji +OP230109,2311018.abf,S3,8,2311S3c8,D1,Ctrl,0.0,no,23.58111111,7.378515708,42.43448927,-66.83959961,36,250.0,90.08178711,-36.40136719,504.1503906,-93.13964844,10.5,284.1156069,18,,0.777427384,,,,,,8 mM,-61.80401093,Bielefeld,temporal,42.0,Verji +OP230109,2311040.abf,S1_D2,2,2311S1_D2c2,D2,TTX,24.0,no,44.32472222,8.621053829,59.98245962,-67.44384766,23,150.0,71.86889648,-28.69873047,269.53125,-60.05859375,17.4,235.6046281,23,,1.063718469,,,,,,8 mM,-57.1927832,Bielefeld,temporal,42.0,Verji +OP230109,2311040.abf,S1_D2,3,2311S1_D2c3,D2,TTX,24.0,no,44.32472222,6.887046081,39.37708426,-68.06640625,7,350.0,62.84790039,-27.16064453,230.46875,-60.546875,13.8,325.5568035,24,,0.877284156,,,,,,8 mM,-61.09482574,Bielefeld,temporal,42.0,Verji +OP230109,2311040.abf,S1_D2,5,2311S1_D2c5,D2,TTX,24.0,no,44.32472222,6.754819034,24.91202102,-49.61547852,18,300.0,56.86645508,-24.609375,198.2421875,-73.60839844,17.15,355.0039166,26,,0.744011464,,,,,,8 mM,-55.40875076,Bielefeld,temporal,42.0,Verji +OP230109,2311059.abf,S2_D2,2,2311S2_D2c2,D2,high K,24.0,no,46.55611111,12.0591842,102.348767,-65.17333984,5,200.0,67.28515625,-30.53588867,262.6953125,-84.83886719,9.5,126.6460537,34,,0.804893682,,,,,,8 mM,-61.562229,Bielefeld,temporal,42.0,Verji +OP230109,2311059.abf,S2_D2,7,2311S2_D2c7,D2,high K,24.0,no,46.55611111,9.9176544,93.757403,-62.43896484,22,250.0,90.99121094,-39.08081055,491.4550781,-74.82910156,13.1,233.293913,37,,0.929070607,,,,,,8 mM,-62.14580154,Bielefeld,temporal,42.0,Verji +OP230109,2311059.abf,S2_D2,8,2311S2_D2c8,D2,high K,24.0,no,46.55611111,7.142124874,66.50965105,-72.97973633,27,300.0,86.12060547,-37.60986328,445.4345703,-75.31738281,12.4,269.2665341,38,,0.907096786,,,,,,8 mM,-61.44799988,Bielefeld,temporal,42.0,Verji +OP230109,2311066.abf,S3_D2,1,2311S3_D2c1,D2,Ctrl,24.0,no,48.18694444,6.537602029,37.69412217,-72.00927734,26,350.0,79.90722656,-32.1472168,333.6181641,-80.44433594,11.9,313.0784424,39,,0.870267242,,,,,,8 mM,-61.06909546,Bielefeld,temporal,42.0,Verji +OP230109,2311066.abf,S3_D2,2,2311S3_D2c2,D2,Ctrl,24.0,no,48.18694444,11.26591557,37.29130323,-67.14477539,28,350.0,86.33422852,-39.41040039,422.6074219,-110.2294922,9.65,382.3593712,40,,0.667487938,,,,,,8 mM,-63.56005234,Bielefeld,temporal,42.0,Verji +OP230109,2311066.abf,S3_D2,4,2311S3_D2c4,D2,Ctrl,24.0,no,48.18694444,9.77584181,35.10349866,-72.38769531,33,400.0,86.2121582,-43.48144531,450.4394531,-77.51464844,10.25,313.3134328,42,,0.909188407,,,,,,8 mM,-61.22377167,Bielefeld,temporal,42.0,Verji +OP230109,2311070.abf,S3_D2,8,2311S3_D2c8,D2,Ctrl,24.0,no,48.30694444,12.25239064,86.00234923,-66.34521484,36,200.0,94.09179688,-36.10229492,513.0615234,-80.68847656,16.8,288.372132,50,,0.871664657,,,,,,8 mM,-61.00419952,Bielefeld,temporal,42.0,Verji +OP240201,24201004.abf,S1,1,24201S1c1,D1,high K,0.0,no,9.856111111,14.40803495,91.64961766,-75.64086914,43,200.0,73.10791016,-34.83886719,219.7265625,-81.42089844,15.25,225.5018051,0,,0.813042715,305.7701923,,,,,8 mM,-71.11311462,Mitte,temporal,39.0,Verji +OP240201,24201004.abf,S1,2,24201S1c2,D1,high K,0.0,no,9.856111111,11.21822981,81.65572842,-76.01318359,44,50.0,80.5480957,-35.16235352,280.7617188,-86.05957031,33.8,310.0667413,1,,0.833160376,397.4232474,,,,,8 mM,-51.18600235,Mitte,temporal,39.0,Verji +OP240201,24201004.abf,S1,3,24201S1c3,D1,high K,0.0,no,9.856111111,10.30457154,56.28737597,-56.84204102,24,500.0,79.40673828,-34.66186523,289.5507813,-75.68359375,18.6,602.2577075,2,,0.937866408,181.7160572,,,,,8 mM,-71.69730026,Mitte,temporal,39.0,Verji +OP240201,24201004.abf,S1,6,24201S1c6,D1,high K,0.0,no,9.856111111,19.43676784,55.79062937,-58.35571289,29,450.0,83.99047852,-40.5090332,344.8486328,-61.03515625,17.2,696.6744129,5,,1.237340459,166.1155372,,,,,8 mM,-67.74392349,Mitte,temporal,39.0,Verji +OP240201,24201004.abf,S1,8,24201S1c8,D1,high K,0.0,no,9.856111111,8.334526892,74.69525761,-73.31542969,37,200.0,83.97216797,-37.49389648,312.6220703,-79.46777344,19.9,327.351004,7,,0.91553694,315.9105304,,,,,8 mM,-69.47863617,Mitte,temporal,39.0,Verji +OP240201,24201018.abf,S2,1,24201S2c1,D1,Ctrl,0.0,no,11.55388889,7.517338792,52.8149681,-67.90161133,28,250.0,85.60791016,-33.54492188,408.8134766,-81.54296875,19.55,443.6387812,8,,0.913293499,550.6983566,,,,,8 mM,-61.21498108,Mitte,temporal,39.0,Verji +OP240201,24201038.abf,S1_D2,2,24201S1_D2c2,D2,high K,20.0,no,29.45305556,11.40509985,96.18467695,-79.99267578,33,200.0,69.51904297,-29.83398438,254.3945313,-81.42089844,23.45,343.6536673,15,,0.777066731,332.7410914,,,,,8 mM,-59.44737183,Mitte,temporal,39.0,Verji +OP240201,24201038.abf,S1_D2,5,24201S1_D2c5,D2,high K,20.0,no,29.45305556,6.58356222,62.71807114,-75.83618164,18,350.0,71.82617188,-26.37939453,301.7578125,-74.82910156,19.8,410.636962,16,,0.82397949,745.7348578,,,,,8 mM,-61.77360016,Mitte,temporal,39.0,Verji +OP240201,24201038.abf,S1_D2,7,24201S1_D2c7,D2,high K,20.0,no,29.45305556,7.857365917,63.98318093,-67.02880859,19,250.0,67.79785156,-28.69262695,217.2851563,-62.01171875,18.25,390.6048334,17,,1.004357392,353.6517884,,,,,8 mM,-61.25591019,Mitte,temporal,39.0,Verji +OP240201,24201054.abf,S2_D2,2,24201S2_D2c2,D2,Ctrl,20.0,no,30.65472222,11.67200895,49.84756524,-71.81396484,15,400.0,72.35107422,-34.94262695,233.1542969,-42.96875,17.55,579.1323263,19,,1.383787642,845.0981699,,,,,8 mM,-61.2813443,Mitte,temporal,39.0,Verji +OP240201,24201067.abf,S2_D2,7,24201S2_D2c7,D2,Ctrl,20.0,no,31.16416667,13.69269489,76.25239644,-66.11938477,37,150.0,78.03344727,-29.44335938,311.5234375,-89.35546875,15.6,228.4096515,24,,0.785888373,345.5515184,,,,,8 mM,-60.74756653,Mitte,temporal,39.0,Verji +OP240201,24201067.abf,S2_D2,8,24201S2_D2c8,D2,Ctrl,20.0,no,31.16416667,27.10348399,73.51481375,-50.63476563,20,250.0,71.63085938,-30.60302734,243.7744141,-73.12011719,13.7,318.3841135,25,,0.862896929,221.8,,,,,8 mM,-63.22924316,Mitte,temporal,39.0,Verji +OP230523,23523004.abf,S1,2,23523S1c2,D1,TTX,0.0,yes,9.898888889,20.81798156,103.8518342,-78.0456543,27,50.0,88.59863281,-42.97485352,356.6894531,-77.63671875,22.65,282.8487805,1,272.7990933,0.98362592,,,,,,8 mM,-63.42125,Hamburg,temporal,16.0,Verji +OP230523,23523004.abf,S1,5,23523S1c5,D1,TTX,0.0,no,9.898888889,9.56637439,47.13365556,-68.78662109,14,250.0,75.26245117,-35.09521484,277.0996094,-41.74804688,20.75,441.5168831,4; exclude; Rs_end > 30,234.4578153,1.554472238,,,,,,8 mM,-59.42656448,Hamburg,temporal,16.0,Verji +OP230523,23523019.abf,S2,7,23523S2c7,D1,high K,0.0,yes,11.8525,17.02795599,103.6896391,-76.83105469,31,-300.0,82.44628906,-38.83056641,357.1777344,-67.74902344,31.2,368.950415,12,363.5521184,1.038446744,,,,,,8 mM,-59.48517334,Hamburg,temporal,16.0,Verji +OP230523,23523019.abf,S2,8,23523S2c8,D1,high K,0.0,no,11.8525,11.05007298,69.02407708,-74.609375,28,50.0,85.89477539,-39.2578125,336.7919922,-81.42089844,25.45,375.3130513,13; exclude; Rs_end > 30,428.5342845,0.945738534,,,,,,8 mM,-54.57881302,Hamburg,temporal,16.0,Verji +OP230523,23523033.abf,S3,2,23523S3c2,D1,Ctrl,0.0,yes,13.27361111,8.054329516,43.44103325,-75.16479492,22,200.0,83.30078125,-31.1340332,347.9003906,-72.38769531,16.15,349.3090429,15,651.3517117,1.07139335,,,,,,8 mM,-61.0537587,Hamburg,temporal,16.0,Verji +OP230523,23523033.abf,S3,8,23523S3c8,D1,Ctrl,0.0,yes,13.27361111,9.536930828,67.59967925,-79.44946289,24,150.0,85.33935547,-35.7421875,355.5908203,-80.078125,21.55,320.6859219,21,475.8758625,0.946046005,,,,,,8 mM,-60.85445969,Hamburg,temporal,16.0,Verji +OP211209,21d10002.abf,S1,5,21d10S1c5,D1,high K,0.0,no,11.50583333,8.43572654,55.83052432,-75.5065918,20,200.0,85.11352539,-39.61791992,340.2099609,-95.94726563,15.2,250.1625314,,,0.856530059,,,,,,15 mM,-63.21465912,Bielefeld,temporal,27.0,Verji +OP211209,21d10002.abf,S1,8,21d10S1c8,D1,high K,0.0,no,11.50583333,10.52287748,209.0864877,-65.86303711,47,50.0,86.42578125,-38.0859375,305.6640625,-97.29003906,18.85,118.7383314,,,0.791526052,,,,,,15 mM,-59.77544846,Bielefeld,temporal,27.0,Verji +OP211209,21d10010.abf,S2,5,21d10S2c5,D1,Ctrl,0.0,no,13.29888889,9.959714493,58.55580093,-71.98486328,25,150.0,84.75952148,-32.80029297,297.7294922,-69.58007813,17.65,273.7128254,,,1.020502952,,,,,,15 mM,-57.84879105,Bielefeld,temporal,27.0,Verji +OP211209,21d10010.abf,S2,6,21d10S2c6,D1,Ctrl,0.0,no,13.29888889,20.05491793,92.2475973,-70.3125,38,-300.0,73.97460938,-48.24829102,198.9746094,-75.68359375,26.0,256.6168675,,,0.903698941,,,,,,15 mM,-55.47584076,Bielefeld,temporal,27.0,Verji +OP211209,21d10010.abf,S2,8,21d10S2c8,D1,Ctrl,0.0,no,13.29888889,14.47028099,166.8789159,-67.96264648,34,50.0,83.19091797,-36.1328125,302.1240234,-72.63183594,20.75,152.6231201,,,0.966102219,,,,,,15 mM,-59.10138168,Bielefeld,temporal,27.0,Verji +OP211209,21d10017.abf,S3,5,21d10S3c5,D1,TTX,0.0,no,15.17694444,6.423325674,43.69179197,-75.50048828,35,250.0,79.12597656,-32.63549805,276.9775391,-70.92285156,16.15,309.2946815,,,1.003666938,,,,,,15 mM,-59.35357269,Bielefeld,temporal,27.0,Verji +OP211209,21d10017.abf,S3,7,21d10S3c7,D1,TTX,0.0,no,15.17694444,8.161538435,37.49641296,-50.26855469,27,250.0,77.12402344,-33.67919922,231.5673828,-81.29882813,15.3,380.3872534,,,0.896000758,,,,,,15 mM,-57.0918515,Bielefeld,temporal,27.0,Verji +OP211209,21d10017.abf,S3,8,21d10S3c8,D1,TTX,0.0,no,15.17694444,10.72496566,134.6700001,-58.02001953,33,50.0,84.25292969,-38.79394531,271.9726563,-83.0078125,15.65,125.0473543,,,0.921350286,,,,,,15 mM,-55.01094894,Bielefeld,temporal,27.0,Verji +OP211209,21d10024.abf,S4,2,21d10S4c2,D1,TTX,0.0,no,16.86083333,8.478921351,63.10909076,-69.87304688,40,200.0,83.3984375,-35.22949219,256.4697266,-86.54785156,18.4,235.8424408,,,0.875158719,,,,,,15 mM,-62.90255936,Bielefeld,temporal,27.0,Verji +OP211209,21d10024.abf,S4,4,21d10S4c4,D1,TTX,0.0,no,16.86083333,11.43787597,70.48390449,-72.41821289,45,150.0,84.57641602,-39.23339844,272.2167969,-85.69335938,17.7,252.5004789,,,0.888858053,,,,,,15 mM,-62.05386581,Bielefeld,temporal,27.0,Verji +OP211209,21d10024.abf,S4,5,21d10S4c5,D1,TTX,0.0,no,16.86083333,6.647148777,35.55886975,-71.51489258,23,150.0,84.53979492,-37.1887207,360.5957031,-77.39257813,29.65,584.5795427,,,0.963097328,,,,,,15 mM,-58.30245193,Bielefeld,temporal,27.0,Verji +OP211209,21d10024.abf,S4,6,21d10S4c6,D1,TTX,0.0,no,16.86083333,8.442177704,43.11814899,-75.85449219,31,250.0,82.69042969,-37.24365234,220.0927734,-74.82910156,17.05,354.052218,,,0.988511271,,,,,,15 mM,-64.81771149,Bielefeld,temporal,27.0,Verji +OP211209,21d10024.abf,S4,7,21d10S4c7,D1,TTX,0.0,no,16.86083333,7.449245635,41.67053868,-73.89526367,27,250.0,87.59155273,-35.05249023,331.5429688,-68.60351563,13.6,320.8385889,,,1.096537811,,,,,,15 mM,-65.3482486,Bielefeld,temporal,27.0,Verji +OP211209,21d10024.abf,S4,8,21d10S4c8,D1,TTX,0.0,no,16.86083333,9.561624237,92.74219702,-69.61669922,28,100.0,89.44091797,-39.41040039,297.8515625,-79.58984375,15.0,204.7147022,,,0.986719179,,,,,,15 mM,-60.10773666,Bielefeld,temporal,27.0,Verji +OP211209,21d10033.abf,S5,1,21d10S5c1,D1,high K,0.0,yes,18.54833333,7.811923414,36.90389115,-68.78662109,22,300.0,88.58642578,-34.97924805,367.3095703,-80.68847656,14.85,361.7879554,,,0.95847288,,,,,,15 mM,-62.18035385,Bielefeld,temporal,27.0,Verji +OP211209,21d11065.abf,S5_D2,1,21d10S5c1,D2,high K,18.0,yes,38.62972222,17.54360853,31.32344949,-65.06347656,22,450.0,76.32446289,-32.39135742,312.8662109,-65.67382813,14.0,436.490961,,,0.976828717,,,,,,15 mM,-67.92901184,Bielefeld,temporal,27.0,Verji +OP211209,21d10033.abf,S5,2,21d10S5c2,D1,high K,0.0,no,18.54833333,8.199848817,48.83822766,-72.93701172,23,200.0,78.41186523,-29.42504883,225.4638672,-63.11035156,20.1,358.149429,,,1.095961539,,,,,,15 mM,-60.74420547,Bielefeld,temporal,27.0,Verji +OP211209,21d10033.abf,S5,4,21d10S5c4,D1,high K,0.0,yes,18.54833333,19.51643038,47.01012001,-71.66137695,28,200.0,79.90112305,-40.39306641,246.2158203,-60.18066406,23.95,784.7936,,,1.173126203,,,,,,15 mM,-63.47950897,Bielefeld,temporal,27.0,Verji +OP211209,21d11065.abf,S5_D2,5,21d10S5c4,D2,high K,18.0,yes,38.62972222,5.770413156,29.26141299,-70.39794922,16,450.0,70.56884766,-27.0690918,248.2910156,-46.99707031,17.2,510.515942,,,1.32185427,,,,,,15 mM,-61.44616989,Bielefeld,temporal,27.0,Verji +OP211209,21d10043.abf,S1_D2,3,21d10S1_D2c3,D2,high K,18.0,no,30.52,12.46411919,80.59900233,-68.37768555,29,200.0,70.65429688,-32.04345703,204.8339844,-81.90917969,21.8,267.6442113,,,0.862808404,,,,,,15 mM,-57.73243149,Bielefeld,temporal,27.0,Verji +OP211209,21d10043.abf,S1_D2,5,21d10S1_D2c5,D2,high K,18.0,no,30.52,9.991316294,67.3526551,-75.22583008,19,250.0,72.97973633,-29.01000977,269.8974609,-69.58007813,21.65,292.6679868,,,0.91356659,,,,,,15 mM,-61.07623215,Bielefeld,temporal,27.0,Verji +OP211209,21d10050.abf,S2_D2,3,21d10S2_D2c3,D2,Ctrl,18.0,no,32.85888889,9.561012032,40.38834816,-74.83520508,25,150.0,83.6730957,-40.96679688,244.3847656,-65.18554688,19.15,300.9626859,,,1.165189312,,,,,,15 mM,-58.31745102,Bielefeld,temporal,27.0,Verji +OP211209,21d10050.abf,S2_D2,8,21d10S2_D2c8,D2,Ctrl,18.0,no,32.85888889,15.32648948,144.0754068,-66.65039063,29,100.0,75.40283203,-33.94165039,191.2841797,-61.27929688,20.4,158.0300709,,,1.06437926,,,,,,15 mM,-55.53968887,Bielefeld,temporal,27.0,Verji +OP211209,21d10055.abf,S3_D2,2,21d10S3_D2c2,D2,TTX,18.0,no,34.725,7.868088358,80.58351523,-79.84313965,18,250.0,63.61694336,-23.828125,179.5654297,-57.86132813,18.45,279.3759704,,,0.955020815,,,,,,15 mM,-61.64818573,Bielefeld,temporal,27.0,Verji +OP211209,21d11059.abf,S4_D2,8,21d11S4_D2c8,D2,TTX,18.0,no,37.0275,8.15357475,48.82977763,-75.34790039,27,200.0,77.35595703,-30.10253906,226.1962891,-54.80957031,16.25,345.5418559,,,1.222325586,,,,,,15 mM,-61.48587662,Bielefeld,temporal,27.0,Verji +OP231123,23n23004.abf,S1,1,23n23S1c1,D1,Ctrl,0.0,no,9.935555556,7.385476161,58.31092722,-71.02050781,34,150.0,80.08422852,-34.46044922,333.8623047,-72.02148438,25.6,359.2551606,0,,0.948385447,496.6665556,,,,,8 mM,-57.68329117,Bielefeld,temporal,40.0,Verji +OP231123,23n23004.abf,S1,4,23n23S1c4,D1,Ctrl,0.0,no,9.935555556,22.68089321,77.7152084,-72.88818359,34,50.0,87.9699707,-42.62084961,370.8496094,-89.11132813,27.2,444.977334,2,,0.860672277,365.7121904,,,,,8 mM,-61.50239609,Bielefeld,temporal,40.0,Verji +OP231123,23n23004.abf,S1,8,23n23S1c8,D1,Ctrl,0.0,no,9.935555556,9.160818923,94.36786612,-72.66845703,32,100.0,83.63647461,-35.13793945,314.5751953,-79.95605469,24.0,261.5337546,5,,0.932714846,262.2087403,,,,,8 mM,-60.18246964,Bielefeld,temporal,40.0,Verji +OP231123,23n23016.abf,S2,4,23n23S2c4,D1,high K,0.0,no,11.95777778,7.894233982,173.8261386,-77.13012695,46,100.0,81.90307617,-35.77270508,334.1064453,-73.36425781,23.9,196.4764676,7,,0.89973391,240.2780093,,,,,8 mM,-58.19835022,Bielefeld,temporal,40.0,Verji +OP231123,23n23016.abf,S2,5,23n23S2c5,D1,high K,0.0,no,11.95777778,6.416594228,55.15976306,-73.10791016,29,100.0,88.72680664,-40.13061523,402.4658203,-75.43945313,20.75,399.3750367,8,,1.010076404,415.6938565,,,,,8 mM,-62.93654877,Bielefeld,temporal,40.0,Verji +OP231123,23n23040.abf,S1_D2,8,23n23S1_D2c8,D2,Ctrl,19.0,no,30.38972222,9.495077355,140.6327013,-82.31811523,19,200.0,71.33789063,-33.22753906,234.4970703,-67.74902344,13.7,226.6136295,16,,0.977783695,244.7481583,,,,,8 mM,-57.24612091,Bielefeld,temporal,40.0,Verji +OP231123,23n23049.abf,S2_D2,2,23n23S2_D2c2,D2,high K,19.0,no,31.71361111,5.938039705,63.2568905,-75.4699707,37,200.0,79.68139648,-37.3046875,297.9736328,-75.68359375,16.65,271.7067729,18; exclude; Rs_end > 30,,0.950352873,523.5174506,,,,,8 mM,-60.3600975,Bielefeld,temporal,40.0,Verji +OP231123,23n23049.abf,S2_D2,5,23n23S2_D2c5,D2,high K,19.0,no,31.71361111,6.369858688,48.70777117,-75.79956055,22,200.0,83.64257813,-34.97314453,407.9589844,-82.64160156,19.9,359.6708218,20,,0.859003878,562.3387446,,,,,8 mM,-60.70497925,Bielefeld,temporal,40.0,Verji +OP231123,23n23049.abf,S2_D2,7,23n23S2_D2c7,D2,high K,19.0,no,31.71361111,7.172977536,45.23349945,-71.06323242,24,150.0,87.48168945,-35.63842773,447.7539063,-79.1015625,16.55,376.0821082,21,,0.896085467,527.8975966,,,,,8 mM,-60.87491974,Bielefeld,temporal,40.0,Verji +OP230808,23808003.abf,S1,2,23808S1c2,D1,TTX,0.0,no,8.163333333,9.131297415,58.66048767,-80.29785156,22,150.0,90.56396484,-37.87841797,437.3779297,-81.17675781,25.85,492.1864033,1,702.9234308,0.938416634,,,,,,8 mM,-61.38620529,Hamburg,temporal,14.0,Verji +OP230808,23808003.abf,S1,3,23808S1c3,D1,TTX,0.0,no,8.163333333,11.8307557,50.36227256,-73.46191406,17,200.0,85.49804688,-39.3737793,369.7509766,-71.16699219,27.5,683.1842305,2,625.4908497,1.060314711,,,,,,8 mM,-59.71858475,Hamburg,temporal,14.0,Verji +OP230808,23808003.abf,S1,6,23808S1c6,D1,TTX,0.0,no,8.163333333,10.39475376,106.0826492,-83.30078125,1664,-300.0,71.08154297,-15.05737305,237.4267578,-69.70214844,13.05,98.94086071,5,,1.025354282,,,,,,8 mM,-32.68441467,Hamburg,temporal,14.0,Verji +OP230808,23808003.abf,S1,8,23808S1c8,D1,TTX,0.0,no,8.163333333,9.152405498,62.30493792,-80.56640625,24,150.0,86.15722656,-38.14697266,392.3339844,-93.87207031,25.7,491.9028037,7,721.5840528,0.820988123,,,,,,8 mM,-61.77982468,Hamburg,temporal,14.0,Verji +OP230808,23808016.abf,S2,2,23808S2c2,D1,high K,0.0,yes,9.599722222,12.54916517,39.81919675,-79.65087891,21,150.0,91.3269043,-41.07055664,424.3164063,-66.52832031,22.6,463.1374609,8,745.7648588,1.045329649,,,,,,8 mM,-63.82646912,Hamburg,temporal,14.0,Verji +OP230808,23808091.abf,S2_D2,1,23808S2c2,D2,high K,25.0,yes,34.21527778,11.61188763,40.55157565,-67.82226563,14,250.0,86.59667969,-38.32397461,420.6542969,-68.359375,20.3,517.6578988,61,481.8160605,1.323131827,,,,,,8 mM,-59.6189299,Hamburg,temporal,14.0,Verji +OP230808,23808016.abf,S2,7,23808S2c7,D1,high K,0.0,no,9.599722222,17.32489001,51.99144137,-74.74975586,17,150.0,88.82446289,-41.55883789,392.3339844,-67.99316406,29.4,593.5792976,13,552.8884296,1.06063396,,,,,,8 mM,-64.07546417,Hamburg,temporal,14.0,Verji +OP230808,23808016.abf,S2,8,23808S2c8,D1,high K,0.0,yes,9.599722222,7.826529285,38.6927171,-74.5300293,23,150.0,88.03710938,-39.41040039,352.0507813,-69.94628906,22.6,532.3916607,14,691.6430548,1.054541814,,,,,,8 mM,-62.34673767,Hamburg,temporal,14.0,Verji +OP230808,23808091.abf,S2_D2,2,23808S2c8,D2,high K,25.0,yes,34.21527778,9.628695708,38.51179182,-76.57470703,13,200.0,86.27319336,-35.96191406,349.9755859,-75.31738281,18.75,459.5362752,62,842.3980799,1.079390253,,,,,,8 mM,-59.88091431,Hamburg,temporal,14.0,Verji +OP230808,23808030.abf,S3,1,23808S3c1,D1,Ctrl,0.0,no,10.92722222,10.50058477,64.13097997,-82.65380859,21,50.0,84.56420898,-39.54467773,291.9921875,-82.88574219,31.65,460.5271758,15,650.4516817,0.904627918,,,,,,8 mM,-60.33710159,Hamburg,temporal,14.0,Verji +OP230808,23808030.abf,S3,3,23808S3c3,D1,Ctrl,0.0,no,10.92722222,12.46878469,75.67539078,-83.21533203,21,50.0,86.2121582,-40.72265625,340.5761719,-72.75390625,31.7,408.3119497,16,565.6388546,1.0094401,,,,,,8 mM,-59.5631015,Hamburg,temporal,14.0,Verji +OP230808,23808030.abf,S3,4,23808S3c4,D1,Ctrl,0.0,no,10.92722222,18.59292205,78.30694372,-74.73754883,17,-300.0,82.54394531,-46.00219727,313.7207031,-72.75390625,38.2,603.5378978,17,410.1136705,1.03353115,,,,,,8 mM,-60.57568039,Hamburg,temporal,14.0,Verji +OP230808,23808030.abf,S3,5,23808S3c5,D1,Ctrl,0.0,no,10.92722222,7.88960956,60.04895348,-80.54199219,19,100.0,90.21606445,-39.6484375,397.9492188,-74.58496094,26.7,479.9262754,18,605.0301677,1.073589231,,,,,,8 mM,-61.89890442,Hamburg,temporal,14.0,Verji +OP230808,23808030.abf,S3,6,23808S3c6,D1,Ctrl,0.0,no,10.92722222,8.038596046,51.14812827,-78.36303711,16,100.0,87.65869141,-40.10620117,337.5244141,-71.53320313,27.9,567.4905028,19,679.8526618,1.078288991,,,,,,8 mM,-60.36881439,Hamburg,temporal,14.0,Verji +OP230808,23808030.abf,S3,8,23808S3c8,D1,Ctrl,0.0,no,10.92722222,8.565213353,61.80074835,-80.23681641,18,100.0,86.65161133,-41.55273438,325.5615234,-69.09179688,25.8,414.2157766,20,497.8065936,1.12020915,,,,,,8 mM,-61.09218033,Hamburg,temporal,14.0,Verji +OP230808,23808038.abf,S4,4,23808S4c4,D1,TTX,0.0,no,23.75972222,10.08791051,86.29501911,-76.14746094,17,100.0,85.52856445,-38.18969727,333.0078125,-74.95117188,23.2,368.3224806,23,400.5133504,1.032756149,,,,,,8 mM,-61.9985498,Hamburg,temporal,14.0,Verji +OP230808,23808038.abf,S4,5,23808S4c5,D1,TTX,0.0,yes,23.75972222,8.731586121,63.94811293,-81.04858398,15,150.0,88.72680664,-38.56811523,374.0234375,-73.12011719,29.65,574.2146572,24,656.1518717,1.093037518,,,,,,8 mM,-61.99093338,Hamburg,temporal,14.0,Verji +OP230808,23808046.abf,S5,1,23808S5c1,D1,Ctrl,0.0,no,24.79277778,7.618060495,46.22288171,-66.62597656,29,500.0,79.82177734,-35.47973633,329.2236328,-59.44824219,14.2,417.6890485,26,540.9180306,1.071890005,,,,,,8 mM,-62.24109924,Hamburg,temporal,14.0,Verji +OP230808,23808046.abf,S5,2,23808S5c2,D1,Ctrl,0.0,no,24.79277778,17.19904485,75.89440972,-73.16894531,21,200.0,84.89379883,-37.45117188,401.9775391,-74.58496094,15.75,348.242915,27,337.3612454,0.9421223,,,,,,8 mM,-62.08622925,Hamburg,temporal,14.0,Verji +OP230808,23808046.abf,S5,4,23808S5c4,D1,Ctrl,0.0,no,24.79277778,8.488247607,52.49446801,-74.8840332,23,250.0,88.89770508,-37.53662109,437.0117188,-64.20898438,15.95,493.5312559,28,513.5571186,1.143392566,,,,,,8 mM,-65.06136215,Hamburg,temporal,14.0,Verji +OP230808,23808055.abf,S6,2,23808S6c2,D1,high K,0.0,yes,26.92027778,8.334968781,79.12469902,-79.67529297,25,150.0,87.5,-37.27416992,316.0400391,-88.37890625,24.95,346.7182358,32,506.7168906,0.879915703,,,,,,8 mM,-59.53879135,Hamburg,temporal,14.0,Verji +OP230808,23808055.abf,S6,4,23808S6c4,D1,high K,0.0,yes,26.92027778,8.558555913,66.21168608,-81.59179688,15,150.0,87.21313477,-37.41455078,358.1542969,-78.00292969,25.8,430.8941896,34,672.2924097,1.007731375,,,,,,8 mM,-60.77840912,Hamburg,temporal,14.0,Verji +OP230808,23808055.abf,S6,6,23808S6c6,D1,high K,0.0,no,26.92027778,7.60856527,81.35938456,-80.96923828,19,100.0,90.67993164,-39.63012695,351.8066406,-74.34082031,31.15,445.5360978,36,500.2966766,1.077461204,,,,,,8 mM,-58.33286499,Hamburg,temporal,14.0,Verji +OP230808,23808083.abf,S1_D2,2,23808S1_D2c2,D2,TTX,25.0,no,33.29638889,8.084762148,80.84846091,-77.23999023,11,150.0,70.95336914,-30.95703125,259.0332031,-52.97851563,33.6,452.1580287,56,487.8462615,1.248623118,,,,,,8 mM,-59.99172531,Hamburg,temporal,14.0,Verji +OP230808,23808083.abf,S1_D2,7,23808S1_D2c7,D2,TTX,25.0,no,33.29638889,11.4377309,142.8314949,-72.10083008,6,100.0,63.63525391,-33.38012695,184.3261719,-31.49414063,30.55,312.9297906,59,189.8763292,1.956534702,,,,,,8 mM,-62.28236816,Hamburg,temporal,14.0,Verji +OP230808,23808096.abf,S2_D2,7,23808S2_D2c7,D2,high K,25.0,no,34.48722222,7.118036377,48.02908089,-78.93066406,12,200.0,83.75854492,-35.62011719,387.0849609,-79.71191406,24.5,502.7025673,66,741.5047168,0.901209983,,,,,,8 mM,-62.0711113,Hamburg,temporal,14.0,Verji +OP230808,23808105.abf,S3_D2,2,23808S3_D2c2,D2,Ctrl,25.0,no,35.75638889,8.11929593,55.1986248,-77.72827148,9,250.0,75.13427734,-38.09204102,261.2304688,-58.47167969,24.65,488.0551057,69,605.5101837,1.122261401,,,,,,8 mM,-59.79965714,Hamburg,temporal,14.0,Verji +OP230808,23808105.abf,S3_D2,4,23808S3_D2c4,D2,Ctrl,25.0,no,35.75638889,6.933973943,39.73174516,-58.4777832,7,250.0,75.1159668,-32.93457031,264.1601563,-50.65917969,19.35,525.7552239,70,292.0897363,1.416427238,,,,,,8 mM,-54.16771835,Hamburg,temporal,14.0,Verji +OP240321,24321004.abf,S1,1,24321S1c1,D1,high K,0.0,no,9.830277778,14.68695264,64.47039974,-49.51171875,15,200.0,64.97802734,-33.203125,171.1425781,-70.80078125,21.75,436.4384568,0,,0.937077429,55.32184406,,,,,8 mM,-60.1537262,Bielefeld,temporal,31.0,Verji +OP240321,24321004.abf,S1,4,24321S1c4,D1,high K,0.0,no,9.830277778,10.03188268,60.08927934,-67.578125,34,200.0,81.55517578,-37.74414063,290.1611328,-80.93261719,20.45,328.322195,2,,0.906199841,326.3808794,,,,,8 mM,-59.26156143,Bielefeld,temporal,31.0,Verji +OP240321,24321004.abf,S1,7,24321S1c7,D1,high K,0.0,no,9.830277778,8.999935019,53.27392018,-55.62744141,33,300.0,78.07617188,-33.96606445,273.8037109,-89.59960938,21.1,464.6537634,4,,0.806692721,108.6036201,,,,,8 mM,-60.33785324,Bielefeld,temporal,31.0,Verji +OP240321,24321004.abf,S1,8,24321S1c8,D1,high K,0.0,no,9.830277778,8.687671673,51.21022987,-65.52124023,37,150.0,78.85742188,-35.36987305,256.3476563,-79.34570313,20.1,337.7624615,5,,0.919938703,310.1203373,,,,,8 mM,-57.74256592,Bielefeld,temporal,31.0,Verji +OP240321,24321014.abf,S2,2,24321S2c2,D1,Ctrl,0.0,no,11.53027778,12.97679765,61.18784607,-69.88525391,20,100.0,86.13891602,-44.7265625,342.8955078,-79.83398438,22.65,409.6,7,,0.952535749,278.3492783,,,,,8 mM,-61.1739859,Bielefeld,temporal,31.0,Verji +OP240321,24321014.abf,S2,4,24321S2c4,D1,Ctrl,0.0,no,11.53027778,7.632941391,32.88480792,-52.45361328,21,200.0,84.00878906,-36.78588867,403.4423828,-71.89941406,14.8,695.7911047,8,,1.063837531,324.5208174,,,,,8 mM,-63.14976883,Bielefeld,temporal,31.0,Verji +OP240321,24321014.abf,S2,8,24321S2c8,D1,Ctrl,0.0,yes,11.53027778,21.40485393,49.62557662,-68.25561523,29,200.0,88.70849609,-38.72070313,383.4228516,-106.0791016,20.2,524.9116574,12,,0.81954569,388.4829494,,,,,8 mM,-61.90836395,Bielefeld,temporal,31.0,Verji +OP240321,24321075.abf,S2_D2,8,24321S2c8,D2,Ctrl,17.0,yes,29.92277778,15.35227553,52.967462,-68.75,15,100.0,82.97729492,-40.78369141,280.8837891,-94.36035156,25.15,724.1785589,38,,0.856868651,436.4245475,,,,,8 mM,-60.55378326,Bielefeld,temporal,31.0,Verji +OP240321,24321022.abf,S3,3,24321S3c3,D1,Ctrl,0.0,no,13.06416667,6.946856511,53.02088922,-74.51171875,26,150.0,85.33935547,-36.29150391,372.8027344,-77.1484375,19.45,385.5641863,15,,0.927598011,552.1084036,,,,,8 mM,-59.7037056,Bielefeld,temporal,31.0,Verji +OP240321,24321022.abf,S3,6,24321S3c6,D1,Ctrl,0.0,no,13.06416667,8.644345294,113.0677186,-80.44433594,40,100.0,82.91015625,-34.8449707,330.8105469,-93.13964844,19.55,196.5074847,18,,0.80391467,316.6305544,,,,,8 mM,-61.41717209,Bielefeld,temporal,31.0,Verji +OP240321,24321022.abf,S3,7,24321S3c7,D1,Ctrl,0.0,no,13.06416667,8.810649087,83.3280164,-68.87817383,30,150.0,80.5847168,-36.85302734,272.5830078,-81.0546875,22.65,395.6264392,19,,0.937969456,339.9413314,,,,,8 mM,-59.20139679,Bielefeld,temporal,31.0,Verji +OP240321,24321034.abf,S4,3,24321S4c3,D1,high K,0.0,no,14.44,12.76562276,54.90833548,-77.68554688,33,50.0,88.06762695,-45.08666992,348.1445313,-82.27539063,29.4,499.9373119,21,,0.914276019,617.4205807,,,,,8 mM,-61.18321259,Bielefeld,temporal,31.0,Verji +OP240321,24321034.abf,S4,6,24321S4c6,D1,high K,0.0,no,14.44,12.90046696,49.35565174,-76.30615234,35,150.0,90.08178711,-40.99121094,406.9824219,-93.75,21.6,426.6358047,23,,0.830009591,515.5971866,,,,,8 mM,-64.50559067,Bielefeld,temporal,31.0,Verji +OP240321,24321034.abf,S4,7,24321S4c7,D1,high K,0.0,no,14.44,7.35440845,44.32746951,-81.92749023,32,150.0,87.28637695,-40.13671875,356.9335938,-106.4453125,24.15,495.5211021,24,,0.755530143,766.8555619,,,,,8 mM,-62.70364975,Bielefeld,temporal,31.0,Verji +OP240321,24321044.abf,S1_D2,5,24321S1_D2c5,D2,high K,17.0,no,28.00555556,17.29944991,68.75175937,-68.34716797,24,100.0,81.43920898,-40.40527344,279.7851563,-90.33203125,24.05,434.9174393,30,,0.844001518,290.2596753,,,,,8 mM,-62.08648849,Bielefeld,temporal,31.0,Verji +OP240321,24321044.abf,S1_D2,6,24321S1_D2c6,D2,high K,17.0,no,28.00555556,16.25695769,40.28967677,-46.6796875,19,500.0,78.21655273,-36.71875,274.2919922,-69.09179688,14.85,594.1450549,31; exclude; Rs_end > 30,,0.999887966,189.8463282,,,,,8 mM,-66.75645996,Bielefeld,temporal,31.0,Verji +OP240321,24321068.abf,S2_D2,1,24321S2c1,D2,Ctrl,17.0,yes,29.73333333,12.46686818,72.9304148,-72.67456055,15,100.0,71.35009766,-39.01367188,189.5751953,-86.66992188,25.85,428.4536166,33,,0.836918792,334.0311344,,,,,8 mM,-59.7174852,Bielefeld,temporal,31.0,Verji +OP240321,24321068.abf,S2_D2,2,24321S2_D2c2,D2,Ctrl,17.0,no,29.73333333,25.00260368,277.8319678,-70.76416016,40,50.0,85.9375,-42.35229492,382.3242188,-100.4638672,13.9,107.5248347,34; exclude; Rs_end > 30,,0.772774471,109.7736591,,,,,8 mM,-60.29523041,Bielefeld,temporal,31.0,Verji +OP240321,24321068.abf,S2_D2,3,24321S2_D2c3,D2,Ctrl,17.0,no,29.73333333,8.921244372,43.72266465,-67.20581055,20,250.0,86.76757813,-36.16943359,414.4287109,-82.88574219,16.45,491.8189781,35; exclude; Rs_end > 30,,0.92514504,452.6850895,,,,,8 mM,-62.13482056,Bielefeld,temporal,31.0,Verji +OP240321,24321068.abf,S2_D2,4,24321S2c6,D2,Ctrl,17.0,no,29.73333333,22.18658838,74.31214562,-67.67578125,26,100.0,77.13623047,-39.48364258,219.8486328,-87.890625,21.95,285.646386,36,,0.854383895,182.3460782,,,,,8 mM,-61.23827118,Bielefeld,temporal,31.0,Verji +OP230209,23209003.abf,S1,3,23209S1c3,D1,TTX,0.0,yes,-4.47,20.24465384,51.06639102,-60.08911133,2,400.0,55.23071289,-33.32519531,148.1933594,-39.91699219,13.4,339.3285935,1; exclude; Rs_end > 30,,1.241602102,,,,,,8 mM,-62.19541824,Bielefeld,temporal,63.0,Verji +OP230209,23209003.abf,S1,5,23209S1c5,D1,TTX,0.0,no,-4.47,8.73383873,45.79290202,-71.02661133,31,200.0,86.58447266,-35.21728516,412.8417969,-72.14355469,14.9,279.4752147,2,356.11187,0.951907612,,,,,,8 mM,-60.94531128,Bielefeld,temporal,63.0,Verji +OP230209,23209012.abf,S2,1,23209S2c1,D1,high K,0.0,yes,-2.874722222,5.639504191,41.17612284,-62.64648438,39,450.0,71.65527344,-30.96923828,253.0517578,-72.63183594,12.8,289.6618785,5,677.995933,0.847731689,,,,,,8 mM,-59.82920959,Bielefeld,temporal,63.0,Verji +OP230209,23209012.abf,S2,2,23209S2c2,D1,high K,0.0,no,-2.874722222,10.1433057,74.89412827,-58.2824707,45,150.0,75.30517578,-33.3190918,320.1904297,-90.33203125,10.95,124.6732453,6,170.423521,0.752228432,,,,,,8 mM,-58.98840515,Bielefeld,temporal,63.0,Verji +OP230209,23209012.abf,S2,5,23209S2c5,D1,high K,0.0,no,-2.874722222,8.525730043,81.23149337,-69.04907227,53,100.0,82.27539063,-34.91210938,365.4785156,-98.26660156,13.05,141.8316418,8,192.024601,0.713135555,,,,,,8 mM,-58.24603363,Bielefeld,temporal,63.0,Verji +OP230209,23209012.abf,S2,6,23209S2c6,D1,high K,0.0,yes,-2.874722222,7.160036434,52.54920547,-71.83837891,36,150.0,86.81030273,-35.88256836,363.1591797,-84.10644531,12.5,220.9277238,9,345.078169,0.851767522,,,,,,8 mM,-60.81187851,Bielefeld,temporal,63.0,Verji +OP230209,23209054.abf,S2_D2,6,23209S2c6,D2,high K,25.0,yes,21.84833333,9.67236673,50.64075204,-50.13427734,27,100.0,73.74267578,-31.67114258,263.9160156,-71.41113281,16.1,213.5889879,32,433.531118,0.948468432,,,,,,8 mM,-50.13308899,Bielefeld,temporal,63.0,Verji +OP230209,23209012.abf,S2,7,23209S2c7,D1,high K,0.0,yes,-2.874722222,8.656874488,76.18848902,-67.00439453,40,150.0,87.05444336,-33.63037109,381.3476563,-89.47753906,10.45,156.2873574,10,229.541477,0.839826694,,,,,,8 mM,-60.04600006,Bielefeld,temporal,63.0,Verji +OP230209,23209054.abf,S2_D2,7,23209S2c7,D2,high K,25.0,yes,21.84833333,13.01074741,77.26324844,-57.31201172,35,100.0,81.62231445,-30.63964844,316.40625,-92.40722656,12.3,143.7398003,33,246.108204,0.850898052,,,,,,8 mM,-57.31295288,Bielefeld,temporal,63.0,Verji +OP230209,23209024.abf,S3,2,23209S3c2,D1,Ctrl,0.0,yes,-1.504722222,10.78123218,105.1477918,-60.68725586,29,150.0,82.3425293,-36.58447266,302.3681641,-91.43066406,12.8,130.8675195,12,138.081904,0.8433602,,,,,,8 mM,-60.89197357,Bielefeld,temporal,63.0,Verji +OP230209,23209024.abf,S3,3,23209S3c3,D1,Ctrl,0.0,yes,-1.504722222,12.78519343,164.0469717,-71.33178711,12,100.0,80.6640625,-38.84887695,291.015625,-125.7324219,13.75,99.329806,13,118.295915,0.64325168,,,,,,8 mM,-62.18372925,Bielefeld,temporal,63.0,Verji +OP230209,23209066.abf,S3_D2,3,23209S3c3,D2,Ctrl,25.0,yes,23.94944444,27.8535947,200.3500344,-66.91894531,9,50.0,78.57666016,-38.89770508,306.5185547,-104.4921875,16.5,113.8976195,37; exclude; Rs_end > 30,104.360218,0.706254014,,,,,,8 mM,-60.01862885,Bielefeld,temporal,63.0,Verji +OP230209,23209024.abf,S3,4,23209S3c4,D1,Ctrl,0.0,no,-1.504722222,7.527234505,58.5992257,-72.71728516,42,150.0,84.99145508,-35.34545898,390.7470703,-84.59472656,15.2,223.2512775,14,170.288514,0.791140306,,,,,,8 mM,-60.02501266,Bielefeld,temporal,63.0,Verji +OP230209,23209024.abf,S3,5,23209S3c5,D1,Ctrl,0.0,no,-1.504722222,19.30694502,211.04548,-49.43237305,31,-300.0,70.88623047,-26.92260742,277.8320313,-112.0605469,9.2,60.48667737,15,35.341767,0.627174591,,,,,,8 mM,-51.47344025,Bielefeld,temporal,63.0,Verji +OP230209,23209036.abf,S1_D2,5,23209S1_D2c5,D2,TTX,25.0,no,19.9175,9.712582043,76.54923189,-61.77978516,25,200.0,79.27246094,-31.23779297,350.3417969,-77.27050781,15.75,300.9306122,21,233.816691,0.886561944,,,,,,8 mM,-60.54566696,Bielefeld,temporal,63.0,Verji +OP230209,23209054.abf,S2_D2,3,23209S2_D2c3,D2,high K,25.0,no,21.84833333,7.745502768,43.00961023,-68.37158203,31,500.0,67.16308594,-29.28466797,212.0361328,-61.64550781,11.05,215.7845054,30,672.202407,0.958735269,,,,,,8 mM,-62.57747208,Bielefeld,temporal,63.0,Verji +OP230209,23209054.abf,S2_D2,8,23209S2_D2c8,D2,high K,25.0,no,21.84833333,10.03387554,91.53775788,-62.40234375,35,150.0,70.66040039,-27.38647461,271.484375,-79.71191406,13.55,144.4392973,34,247.758259,0.840377946,,,,,,8 mM,-62.39974518,Bielefeld,temporal,63.0,Verji +OP230209,23209066.abf,S3_D2,7,23209S3_D2c7,D2,Ctrl,25.0,no,23.94944444,8.797605912,140.5601509,-65.97900391,26,100.0,79.39453125,-30.85327148,365.9667969,-77.27050781,21.1,200.6398143,39,317.41058,0.83965797,,,,,,8 mM,-61.28153488,Bielefeld,temporal,63.0,Verji +OP211123,21n23003.abf,S1,1,21n23S1c1,D1,Ctrl,0.0,no,10.71861111,7.849354813,40.95147876,-60.35766602,24,150.0,93.40820313,-41.07055664,377.0751953,-93.99414063,21.0,421.3888549,,,0.84976978,,,,,,15 mM,-60.33960999,Bielefeld,temporal,68.0,Rosie +OP211123,21n23003.abf,S1,2,21n23S1c2,D1,Ctrl,0.0,no,10.71861111,12.79079175,36.53479424,-62.47558594,32,350.0,86.8347168,-39.27612305,266.2353516,-89.47753906,14.25,481.385567,,,0.843970155,,,,,,15 mM,-62.46054016,Bielefeld,temporal,68.0,Rosie +OP211123,21n23003.abf,S1,4,21n23S1c4,D1,Ctrl,0.0,yes,10.71861111,8.187239223,38.05536764,-61.95068359,27,300.0,87.41455078,-35.32104492,283.203125,-78.73535156,15.25,343.4446735,,,0.926819288,,,,,,15 mM,-61.91999481,Bielefeld,temporal,68.0,Rosie +OP211123,21n24043.abf,S1_D2,5,21n23S1c4,D2,Ctrl,23.0,yes,34.16111111,12.14987175,45.71300317,-50.93383789,13,50.0,84.80834961,-44.8059082,228.7597656,-63.72070313,23.4,419.9185104,,,1.191881963,,,,,,15 mM,-54.25180237,Bielefeld,temporal,68.0,Rosie +OP211123,21n23003.abf,S1,5,21n23S1c5,D1,Ctrl,0.0,no,10.71861111,7.587403374,34.49835345,-69.14672852,20,400.0,84.66796875,-38.7512207,291.1376953,-77.1484375,12.05,350.048227,,,0.97193521,,,,,,15 mM,-69.13230453,Bielefeld,temporal,68.0,Rosie +OP211123,21n23003.abf,S1,7,21n23S1c7,D1,Ctrl,0.0,no,10.71861111,9.474495001,56.02803552,-56.24389648,3,200.0,19.07958984,-13.07983398,24.16992188,-19.89746094,9.5,198.1514959,,,0.966513407,,,,,,15 mM,-56.22396103,Bielefeld,temporal,68.0,Rosie +OP211123,21n23012.abf,S2,1,21n23S2c1,D1,high K,0.0,no,13.02277778,9.537340187,62.36423964,-60.05249023,24,150.0,89.89257813,-40.06958008,378.2958984,-84.59472656,17.1,218.1981308,,,0.884694031,,,,,,15 mM,-59.9841011,Bielefeld,temporal,68.0,Rosie +OP211123,21n23012.abf,S2,5,21n23S2c5,D1,high K,0.0,no,13.02277778,7.943163267,33.79817611,-61.62719727,25,250.0,87.3046875,-29.77905273,298.2177734,-75.43945313,14.15,298.1782637,,,0.985890698,,,,,,15 mM,-61.2234761,Bielefeld,temporal,68.0,Rosie +OP211123,21n23012.abf,S2,6,21n23S2c6,D1,high K,0.0,no,13.02277778,7.427587005,31.14729037,-62.51220703,11,350.0,74.15161133,-36.8347168,136.3525391,-47.36328125,13.35,534.7833741,,,1.416694541,,,,,,15 mM,-56.99469803,Bielefeld,temporal,68.0,Rosie +OP211123,21n24051.abf,S2_D2,5,21n24S2_D2c5,D2,high K,23.0,no,36.54972222,6.950422649,38.99079437,-65.47241211,27,350.0,87.28027344,-36.99951172,386.71875,-70.92285156,18.55,531.7991251,,,0.952164,,,,,,15 mM,-60.51705048,Bielefeld,temporal,68.0,Rosie +OP211123,21n24051.abf,S2_D2,7,21n24S2_D2c7,D2,high K,23.0,no,36.54972222,12.32736816,149.6074828,-80.02929688,33,50.0,95.73364258,-44.32983398,424.5605469,-80.81054688,22.5,190.1186178,,,0.955288406,,,,,,15 mM,-60.80821594,Bielefeld,temporal,68.0,Rosie +OP240503,24503017.abf,S2,3,24503S2c3,D1,Ctrl,0.0,yes,9.624722222,11.99764633,59.64439376,-57.95288086,22,250.0,80.03540039,-36.20605469,254.6386719,-62.62207031,0.15,523.5212,cap manual adjustment,,1.172528054,225.4275143,,,,,8 mM,-60.83785049,Mitte,temporal,36.0,Verji +OP240503,24503056.abf,S2_D2,3,24503S2c3,D2,Ctrl,17.0,yes,27.96944444,21.14474358,52.28362239,-61.38916016,22,350.0,74.05395508,-42.15087891,261.4746094,-59.44824219,0.15,20.39502075,28,,1.056456971,494.9264975,,,,,8 mM,-61.1649234,Mitte,temporal,36.0,Verji +OP240503,24503017.abf,S2,5,24503S2c5,D1,Ctrl,0.0,yes,9.624722222,15.31122745,57.46673777,-59.70458984,22,300.0,80.84106445,-36.29150391,268.6767578,-51.39160156,0.15,690.3603,cap manual adjustment,,1.378315392,435.6145205,,,,,8 mM,-63.65160202,Mitte,temporal,36.0,Verji +OP240503,24503056.abf,S2_D2,5,24503S2c5,D2,Ctrl,17.0,yes,27.96944444,9.693240931,28.50530594,-54.45556641,20,600.0,72.93701172,-30.05981445,248.9013672,-50.17089844,0.15,391.6072,29,,1.201653929,451.1250375,,,,,8 mM,-59.79904938,Mitte,temporal,36.0,Verji +OP240503,24503017.abf,S2,6,24503S2c6,D1,Ctrl,0.0,no,9.624722222,13.68131269,54.08439262,-65.35644531,28,200.0,84.11254883,-39.08081055,303.5888672,-64.453125,21.9,582.4831169,11,,1.218793035,370.4823494,,,,,8 mM,-57.38546188,Mitte,temporal,36.0,Verji +OP240503,24503032.abf,S3,5,24503S3c5,D1,high K,0.0,yes,11.37694444,9.810366532,74.63081645,-76.73339844,39,150.0,79.30908203,-33.33129883,324.4628906,-84.83886719,24.35,344.8145203,16,,0.810659151,419.0539685,,,,,8 mM,-61.39230179,Mitte,temporal,36.0,Verji +OP240503,24503068.abf,S3_D2,5,24503S3c5,D2,high K,17.0,yes,29.17055556,9.794647626,73.17793985,-72.59521484,26,150.0,75.65307617,-30.18798828,267.9443359,-83.74023438,21.55,297.0763147,34,,0.823667157,346.4515484,,,,,8 mM,-60.72475372,Mitte,temporal,36.0,Verji +OP240503,24503032.abf,S3,6,24503S3c6,D1,high K,0.0,yes,11.37694444,19.06985827,84.37931121,-73.84033203,45,150.0,71.78955078,-35.62011719,347.7783203,-58.95996094,28.9,403.8359062,17; exclude; Rs_end > 30,,0.992082,344.6214874,,,,,8 mM,-62.32868988,Mitte,temporal,36.0,Verji +OP240503,24503068.abf,S3_D2,6,24503S3c6,D2,high K,17.0,yes,29.17055556,9.111475052,78.07519622,-76.86767578,41,150.0,73.01025391,-28.83300781,297.4853516,-70.55664063,28.6,343.7875275,35,,0.874271801,372.7324244,,,,,8 mM,-60.93699051,Mitte,temporal,36.0,Verji +OP240503,24503032.abf,S3,8,24503S3c8,D1,high K,0.0,yes,11.37694444,23.99158012,77.88867565,-66.52832031,40,200.0,54.91333008,-28.28369141,132.0800781,-44.79980469,17.35,230.826147,19; exclude; Rs_end > 30,,1.231711905,276.8792293,,,,,8 mM,-62.72207489,Mitte,temporal,36.0,Verji +OP240503,24503068.abf,S3_D2,8,24503S3c8,D2,high K,17.0,yes,29.17055556,9.674571626,75.22330243,-73.11401367,29,150.0,65.52124023,-31.18896484,177.3681641,-66.04003906,25.5,359.7003874,37,,0.907172712,368.3822794,,,,,8 mM,-61.84618591,Mitte,temporal,36.0,Verji +OP240503,24503068.abf,S3_D2,1,24503S3_D2c1,D2,high K,17.0,no,29.17055556,13.83757686,159.3446453,-76.4465332,38,100.0,71.05712891,-31.34765625,242.6757813,-73.48632813,27.65,238.7444532,31,,0.846090907,243.9981333,,,,,8 mM,-61.21821198,Mitte,temporal,36.0,Verji +OP240503,24503068.abf,S3_D2,3,24503S3_D2c3,D2,high K,17.0,no,29.17055556,11.60014198,84.07619565,-53.80249023,27,150.0,73.29101563,-34.48486328,243.0419922,-104.8583984,19.05,264.9534805,33,,0.699597174,112.8937631,,,,,8 mM,-61.58322662,Mitte,temporal,36.0,Verji +OP240503,24503068.abf,S3_D2,7,24503S3c7,D2,high K,17.0,yes,29.17055556,12.06648987,59.41965483,-76.52587891,32,250.0,64.5690918,-35.22338867,249.1455078,-91.30859375,20.95,418.3361365,36,,0.663181972,584.6894896,,,,,8 mM,-61.41303909,Mitte,temporal,36.0,Verji +OP230817,23817005.abf,S1,2,23817S1c2,D1,TTX,0.0,no,5.061944444,13.18504707,56.66863871,-71.70410156,33,100.0,82.40356445,-39.27001953,268.7988281,-77.1484375,22.85,412.0796918,1,468.6156,0.954787802,,,,,,8 mM,-60.9901799,Mitte,temporal,47.0,Verji +OP230817,23817005.abf,S1,4,23817S1c4,D1,TTX,0.0,no,5.061944444,5.188722636,28.31944714,-70.11108398,33,250.0,78.08227539,-33.99658203,281.6162109,-67.62695313,17.2,400.2909091,3,832.4977,0.972962143,,,,,,8 mM,-60.74189545,Mitte,temporal,47.0,Verji +OP230817,23817005.abf,S1,7,23817S1c7,D1,TTX,0.0,no,5.061944444,6.913599369,52.17652454,-71.14257813,36,150.0,86.95068359,-35.88256836,359.4970703,-84.59472656,16.35,294.8578976,5,497.1466,0.869500032,,,,,,8 mM,-61.97882996,Mitte,temporal,47.0,Verji +OP230817,23817017.abf,S2,2,23817S2c2,D1,high K,0.0,no,6.405833333,6.483930395,47.46929552,-75.40893555,34,150.0,83.08105469,-38.11645508,342.4072266,-92.65136719,18.9,367.7643705,8,629.301,0.840206329,,,,,,8 mM,-59.84307892,Mitte,temporal,47.0,Verji +OP230817,23817017.abf,S2,4,23817S2c4,D1,high K,0.0,no,6.405833333,6.582894638,52.54811271,-74.21264648,32,150.0,88.51928711,-37.52441406,434.2041016,-69.82421875,15.7,326.639746,9,583.7295,1.037160565,,,,,,8 mM,-61.34804794,Mitte,temporal,47.0,Verji +OP230817,23817017.abf,S2,5,23817S2c5,D1,high K,0.0,no,6.405833333,7.644675671,46.62568164,-69.96459961,32,150.0,91.08276367,-39.28222656,369.0185547,-84.59472656,15.0,328.9959839,10,478.1559,0.907917358,,,,,,8 mM,-61.11205521,Mitte,temporal,47.0,Verji +OP230817,23817017.abf,S2,7,23817S2c7,D1,high K,0.0,no,6.405833333,7.393000209,73.23189237,-73.19946289,31,100.0,83.37402344,-35.25390625,251.0986328,-52.00195313,17.6,259.4901237,12,415.8439,1.29745339,,,,,,8 mM,-61.26763275,Mitte,temporal,47.0,Verji +OP230817,23817027.abf,S3,6,23817S3c6,D1,Ctrl,0.0,no,7.576388889,6.378030146,83.31209596,-70.70922852,25,150.0,65.12451172,-26.8737793,169.3115234,-50.65917969,18.75,293.830703,17,382.4827,1.169611959,,,,,,8 mM,-59.91347687,Mitte,temporal,47.0,Verji +OP230817,23817027.abf,S3,7,23817S3c7,D1,Ctrl,0.0,no,7.576388889,7.766765984,94.94505367,-69.30541992,25,100.0,68.70117188,-26.60522461,172.2412109,-40.52734375,13.75,226.0712494,18,289.3896,1.452765621,,,,,,8 mM,-58.00519043,Mitte,temporal,47.0,Verji +OP230817,23817027.abf,S3,8,23817S3c8,D1,Ctrl,0.0,no,7.576388889,21.3561022,75.35247745,-69.83642578,27,100.0,82.33642578,-39.61791992,286.2548828,-68.72558594,16.9,451.3277914,19,424.6042,1.037192893,,,,,,8 mM,-61.06595032,Mitte,temporal,47.0,Verji +OP230817,23817052.abf,S1_D2,3,23817S1_D2c3,D2,TTX,23.0,no,27.70083333,8.956366741,59.84267001,-70.93505859,17,200.0,57.45849609,-25.20141602,142.9443359,-50.65917969,19.25,294.7588785,21,437.2646,1.055696831,,,,,,8 mM,-59.13998245,Mitte,temporal,47.0,Verji +OP230817,23817052.abf,S1_D2,7,23817S1_D2c7,D2,TTX,23.0,no,27.70083333,7.552612885,68.78540477,-63.45825195,21,150.0,56.1340332,-23.79760742,144.4091797,-58.34960938,17.2,249.6056687,24,395.9532,0.913314774,,,,,,8 mM,-60.48967346,Mitte,temporal,47.0,Verji +OP230817,23817061.abf,S2_D2,1,23817S2_D2c1,D2,high K,23.0,no,29.09,7.823500973,44.06787432,-69.62890625,24,250.0,80.10253906,-33.06274414,311.4013672,-81.42089844,14.5,325.4356164,25,248.9183,0.918503011,,,,,,8 mM,-58.62247513,Mitte,temporal,47.0,Verji +OP230817,23817061.abf,S2_D2,4,23817S2c6,D2,high K,23.0,no,29.09,7.618869229,40.55268468,-57.86743164,13,500.0,72.36938477,-29.37011719,229.7363281,-47.8515625,13.25,410.3742911,26; exclude; Rs_end > 30,729.2643,1.588326109,,,,,,8 mM,-60.08552902,Mitte,temporal,47.0,Verji +OP230817,23817061.abf,S2_D2,5,23817S2_D2c5,D2,high K,23.0,no,29.09,8.902212776,71.96662028,-72.25952148,24,150.0,72.75390625,-27.86865234,241.6992188,-64.81933594,18.25,271.9490678,27,378.7026,0.970257963,,,,,,8 mM,-62.8398439,Mitte,temporal,47.0,Verji +OP230817,23817061.abf,S2_D2,7,23817S2_D2c7,D2,high K,23.0,no,29.09,8.815965302,45.82001767,-71.96044922,23,350.0,66.1315918,-29.03442383,188.9648438,-66.40625,15.7,302.978563,28,130.2343,0.942265993,,,,,,8 mM,-59.94914551,Mitte,temporal,47.0,Verji +OP230810,23810004.abf,S1,1,23810S1c1,D1,high K,0.0,no,5.660833333,10.53595993,45.08421063,-66.61987305,42,200.0,84.10644531,-35.43701172,318.9697266,-57.86132813,10.05,243.0394096,0,411.0737,1.137813516,,,,,,8 mM,-62.12011597,Mitte,temporal,63.0,Verji +OP230810,23810004.abf,S1,4,23810S1c4,D1,high K,0.0,no,5.660833333,9.889564039,33.91550875,-63.62915039,50,300.0,88.14697266,-38.07373047,358.6425781,-71.89941406,7.4,230.936381,2,436.0045,0.985160862,,,,,,8 mM,-61.63149551,Mitte,temporal,63.0,Verji +OP230810,23810004.abf,S1,5,23810S1c5,D1,high K,0.0,yes,5.660833333,25.46841192,79.0432156,-65.1550293,55,100.0,85.49194336,-43.07250977,389.7705078,-80.078125,11.45,241.5927882,3,224.5875,0.966592916,,,,,,8 mM,-60.8608934,Mitte,temporal,63.0,Verji +OP230810,23810004.abf,S1,7,23810S1c7,D1,high K,0.0,yes,5.660833333,26.75652963,74.70950316,-64.85595703,53,150.0,90.94238281,-42.93212891,423.9501953,-83.0078125,9.1,239.3168539,5,307.5403,0.965371197,,,,,,8 mM,-61.51349396,Mitte,temporal,63.0,Verji +OP230810,23810015.abf,S2,3,23810S2c3,D1,TTX,0.0,no,7.043055556,9.813709187,43.30366327,-68.34716797,33,150.0,92.21801758,-38.21411133,503.4179688,-82.51953125,18.15,511.3836629,8,579.0793,0.927930576,,,,,,8 mM,-60.64728134,Mitte,temporal,63.0,Verji +OP230810,23810015.abf,S2,4,23810S2c4,D1,TTX,0.0,yes,7.043055556,11.56361098,53.10180243,-68.06640625,43,150.0,89.40429688,-38.63525391,432.3730469,-75.80566406,15.65,369.7326604,9,492.6164,0.938404113,,,,,,8 mM,-60.87508209,Mitte,temporal,63.0,Verji +OP230810,23810015.abf,S2,5,23810S2c5,D1,TTX,0.0,no,7.043055556,10.1206367,67.73941573,-70.62988281,47,100.0,91.97387695,-37.81738281,415.7714844,-107.6660156,13.0,228.6548578,10,402.0134,0.760051718,,,,,,8 mM,-61.32922775,Mitte,temporal,63.0,Verji +OP230810,23810015.abf,S2,6,23810S2c6,D1,TTX,0.0,no,7.043055556,12.92801965,91.54312954,-74.8840332,43,50.0,94.64111328,-44.40917969,489.3798828,-119.6289063,15.8,211.5792399,11,304.9002,0.776494495,,,,,,8 mM,-61.72165741,Mitte,temporal,63.0,Verji +OP230810,23810029.abf,S3,1,23810S3c1,D1,Ctrl,0.0,no,9.101111111,10.14030961,120.2157991,-66.64428711,40,50.0,74.56665039,-36.37084961,270.7519531,-78.97949219,19.5,151.058156,14,172.1157,0.838170863,,,,,,8 mM,-56.2941983,Mitte,temporal,63.0,Verji +OP230810,23810029.abf,S3,5,23810S3c5,D1,Ctrl,0.0,no,9.101111111,9.074148603,63.67820363,-74.8046875,39,100.0,89.19677734,-38.88549805,408.9355469,-81.90917969,21.55,299.3431115,16,459.4953,0.892747443,,,,,,8 mM,-59.79551285,Mitte,temporal,63.0,Verji +OP220228,22228003.abf,S1,1,22228S1c1,D1,high K,0.0,no,13.01777778,9.703039696,57.82823928,-71.13037109,48,200.0,81.67114258,-35.25390625,301.6357422,-68.359375,15.8,227.8760563,0,,0.94154616,,,,,,15 mM,-58.48133881,Bielefeld,temporal,33.0,Verji +OP220228,22228003.abf,S1,2,22228S1c2,D1,high K,0.0,no,13.01777778,9.854402653,38.16954234,-70.55664063,32,200.0,92.91381836,-40.61279297,367.9199219,-91.91894531,13.15,359.3821518,1,,0.848723013,,,,,,15 mM,-61.96286499,Bielefeld,temporal,33.0,Verji +OP220228,22228003.abf,S1,3,22228S1c3,D1,high K,0.0,no,13.01777778,10.94570997,40.15273033,-71.25244141,25,200.0,84.11254883,-36.12670898,280.0292969,-72.38769531,18.15,429.4145848,2,,1.04502126,,,,,,15 mM,-61.53337463,Bielefeld,temporal,33.0,Verji +OP220228,22228003.abf,S1,7,22228S1c7,D1,high K,0.0,yes,13.01777778,9.302653435,35.27534379,-57.60498047,26,300.0,80.05371094,-33.56323242,244.9951172,-74.34082031,8.6,215.2825057,4,,0.969376414,,,,,,15 mM,-55.97195953,Bielefeld,temporal,33.0,Verji +OP220228,22228053.abf,S1_D2,7,22228S1c7,D2,high K,23.0,yes,36.27416667,8.278934792,43.51478731,-75.69580078,23,150.0,69.17114258,-25.81787109,213.2568359,-62.25585938,17.9,343.6128881,18,,0.991119539,,,,,,15 mM,-59.53292999,Bielefeld,temporal,33.0,Verji +OP220228,22228012.abf,S2,5,22228S2c5,D1,TTX,0.0,no,14.85305556,9.695520539,50.1463858,-57.25708008,40,150.0,86.54174805,-38.37280273,301.0253906,-98.99902344,21.4,528.0385542,8,,0.797740167,,,,,,15 mM,-60.16049988,Bielefeld,temporal,33.0,Verji +OP220228,22228012.abf,S2,6,22228S2c6,D1,TTX,0.0,yes,14.85305556,10.38374782,31.59037865,-69.36035156,35,200.0,87.20703125,-35.85205078,247.1923828,-77.51464844,15.5,448.282436,9,,0.979333572,,,,,,15 mM,-60.06162994,Bielefeld,temporal,33.0,Verji +OP220228,22228063.abf,S2_D2,5,22228S2c6,D2,TTX,23.0,yes,38.60805556,7.026996492,27.35234819,-73.79760742,19,400.0,56.26220703,-23.34594727,133.6669922,-40.52734375,15.35,428.0755745,22,,1.284542472,,,,,,15 mM,-61.37136124,Bielefeld,temporal,33.0,Verji +OP220228,22228021.abf,S3,1,22228S3c1,D1,Ctrl,0.0,yes,16.45583333,12.59685025,48.80658018,-73.23608398,25,100.0,87.64648438,-36.98120117,308.3496094,-73.97460938,24.05,346.1003074,10,,0.987659218,,,,,,15 mM,-54.11123474,Bielefeld,temporal,33.0,Verji +OP220228,22228070.abf,S3_D2,1,22228S3c1,D2,Ctrl,23.0,yes,40.96055556,6.6129101,35.81818408,-70.96557617,33,500.0,71.03271484,-27.27661133,207.3974609,-44.55566406,13.55,328.4071006,25,,1.365305654,,,,,,15 mM,-58.70795258,Bielefeld,temporal,33.0,Verji +OP220228,22228021.abf,S3,2,22228S3c2,D1,Ctrl,0.0,no,16.45583333,15.41093987,79.95721124,-71.76513672,39,100.0,90.21606445,-42.63305664,283.3251953,-97.65625,14.65,171.6307472,11,,0.864059174,,,,,,15 mM,-58.95274002,Bielefeld,temporal,33.0,Verji +OP220228,22228021.abf,S3,3,22228S3c3,D1,Ctrl,0.0,no,16.45583333,10.60749625,50.49957333,-72.90039063,41,100.0,97.15576172,-42.70629883,453.9794922,-80.078125,16.65,283.5692308,12,,0.97542911,,,,,,15 mM,-59.45195053,Bielefeld,temporal,33.0,Verji +OP220228,22228021.abf,S3,5,22228S3c5,D1,Ctrl,0.0,no,16.45583333,11.25796831,53.66263697,-74.14550781,31,100.0,91.87011719,-38.70849609,354.4921875,-80.56640625,15.55,236.1178869,14,,0.959514409,,,,,,15 mM,-57.65140213,Bielefeld,temporal,33.0,Verji +OP220228,22228021.abf,S3,6,22228S3c6,D1,Ctrl,0.0,yes,16.45583333,20.88184397,49.35850581,-72.76611328,32,100.0,86.78588867,-39.19067383,260.7421875,-69.70214844,19.75,420.7854356,15,,1.031004411,,,,,,15 mM,-61.28387939,Bielefeld,temporal,33.0,Verji +OP220228,22228070.abf,S3_D2,5,22228S3c6,D2,Ctrl,23.0,yes,40.96055556,7.185786002,30.06081623,-72.4609375,16,250.0,75.93383789,-26.99584961,272.4609375,-62.98828125,18.85,445.3329488,28,,0.975104163,,,,,,15 mM,-57.43344757,Bielefeld,temporal,33.0,Verji +OP220228,22228070.abf,S3_D2,2,22228S3_D2c2,D2,Ctrl,23.0,no,40.96055556,8.828194156,31.56405404,-70.99609375,20,500.0,74.07836914,-30.36499023,238.0371094,-59.44824219,11.55,347.5393939,26,,1.025796648,,,,,,15 mM,-61.48842606,Bielefeld,temporal,33.0,Verji +OP220228,22228070.abf,S3_D2,3,22228S3_D2c3,D2,Ctrl,23.0,no,40.96055556,10.93334579,39.04474103,-67.7734375,19,250.0,77.72216797,-33.56933594,293.9453125,-69.70214844,15.9,434.5381151,27,,0.927382519,,,,,,15 mM,-61.42417953,Bielefeld,temporal,33.0,Verji +OP220228,22228070.abf,S3_D2,6,22228S3c7,D2,Ctrl,23.0,no,40.96055556,12.48911672,38.88908437,-62.32299805,20,250.0,80.45654297,-32.98339844,251.3427734,-82.15332031,18.8,392.3811465,29,,0.863327534,,,,,,15 mM,-63.55627686,Bielefeld,temporal,33.0,Verji +OP220228,22228070.abf,S3_D2,7,22228S3_D2c7,D2,Ctrl,23.0,no,40.96055556,9.227520643,63.30278717,-69.68383789,32,150.0,83.72192383,-32.41577148,335.4492188,-71.65527344,13.3,216.285062,30,,0.995608196,,,,,,15 mM,-61.25755585,Bielefeld,temporal,33.0,Verji +OP220217,22217003.abf,S1,1,22217S1c1,D1,Ctrl,0.0,yes,7.946944444,10.66103213,76.33388378,-73.3215332,36,150.0,77.08740234,-38.80004883,184.8144531,-87.890625,21.45,256.4296242,0,,0.868433288,,,,,,15 mM,-60.9327861,Mitte,temporal,17.0,Verji +OP220217,22218033.abf,S1_D2,1,22217S1c1,D2,Ctrl,22.0,yes,31.77861111,12.35506024,86.47702787,-67.32788086,35,50.0,67.86499023,-34.58862305,128.1738281,-43.33496094,18.55,428.664598,18,,1.511119857,,,,,,15 mM,-53.89203979,Mitte,temporal,17.0,Verji +OP220217,22217003.abf,S1,2,22217S1c2,D1,Ctrl,0.0,no,7.946944444,15.45706138,135.9415142,-77.33764648,46,50.0,89.68505859,-42.85888672,267.3339844,-92.65136719,15.9,120.6882557,1,,0.870521903,,,,,,15 mM,-61.75159393,Mitte,temporal,17.0,Verji +OP220217,22217003.abf,S1,6,22217S1c6,D1,Ctrl,0.0,no,7.946944444,11.55743483,64.77569698,-77.72827148,48,100.0,96.42944336,-42.55981445,307.7392578,-103.2714844,12.2,141.8125576,3,,0.869594237,,,,,,15 mM,-60.95539566,Mitte,temporal,17.0,Verji +OP220217,22217015.abf,S2,2,22217S2c2,D1,TTX,0.0,yes,10.37611111,15.7685395,142.7530632,-76.45263672,27,50.0,85.87036133,-48.2421875,202.2705078,-95.45898438,17.85,148.4540102,6,,0.915999554,,,,,,15 mM,-62.02317886,Mitte,temporal,17.0,Verji +OP220217,22218045.abf,S2_D2,2,22217S2c2,D2,TTX,22.0,yes,33.99166667,18.13155068,116.138566,-75.1159668,27,0.0,72.63793945,-38.71459961,188.3544922,-71.41113281,22.45,358.4998051,23,,0.959547275,,,,,,15 mM,-51.26950165,Mitte,temporal,17.0,Verji +OP220217,22217015.abf,S2,6,22217S2c6,D1,TTX,0.0,yes,10.37611111,12.01298187,73.54153582,-74.78637695,33,150.0,73.08349609,-37.54882813,151.3671875,-74.21875,20.0,244.2638837,8,,0.951468494,,,,,,15 mM,-65.0912529,Mitte,temporal,17.0,Verji +OP220217,22218050.abf,S2_D2,6,22217S2c6,D2,TTX,22.0,yes,34.21222222,15.88834982,133.2850322,-79.85229492,29,100.0,62.73803711,-32.48291016,143.4326172,-54.44335938,24.65,265.5263642,24,,1.067558287,,,,,,15 mM,-62.85704315,Mitte,temporal,17.0,Verji +OP220217,22217015.abf,S2,8,22217S2c8,D1,TTX,0.0,no,10.37611111,12.80201688,104.4378439,-48.66333008,35,50.0,86.23657227,-46.24023438,254.5166016,-104.2480469,9.85,110.6875171,10,,0.802457594,,,,,,15 mM,-57.77001999,Mitte,temporal,17.0,Verji +OP220217,22217019.abf,S3,3,22217S3c3,D1,high K,0.0,yes,11.88,18.26345881,61.36442233,-67.62695313,42,200.0,74.2980957,-31.21337891,237.4267578,-76.53808594,12.0,197.9939577,12,,0.860289833,,,,,,15 mM,-60.90937561,Mitte,temporal,17.0,Verji +OP220217,22218066.abf,S3_D2,3,22217S3c3,D2,high K,22.0,yes,36.31111111,9.166298022,75.25294752,-71.1730957,39,200.0,79.52270508,-32.44628906,311.5234375,-71.77734375,15.5,263.4356846,30,,0.886507296,,,,,,15 mM,-61.86466202,Mitte,temporal,17.0,Verji +OP220217,22217019.abf,S3,4,22217S3c4,D1,high K,0.0,no,11.88,8.510487699,38.52877708,-73.65112305,34,450.0,71.29516602,-37.06054688,202.3925781,-67.26074219,11.85,328.5116751,13,,0.932318255,,,,,,15 mM,-64.75763992,Mitte,temporal,17.0,Verji +OP220217,22217019.abf,S3,6,22217S3c6,D1,high K,0.0,no,11.88,8.861853193,63.94871696,-76.65405273,34,100.0,77.01416016,-36.27319336,189.6972656,-79.71191406,22.9,277.71547,15,,0.90259798,,,,,,15 mM,-58.14128174,Mitte,temporal,17.0,Verji +OP220217,22217019.abf,S3,7,22217S3c7,D1,high K,0.0,no,11.88,22.37954071,69.42446686,-73.08959961,31,150.0,79.30908203,-37.25585938,253.6621094,-83.74023438,18.1,293.9052527,16,,0.8489795,,,,,,15 mM,-62.40558319,Mitte,temporal,17.0,Verji +OP220217,22217019.abf,S3,8,22217S3c8,D1,high K,0.0,no,11.88,12.41443569,129.1635122,-75.31738281,32,50.0,87.05444336,-41.16821289,333.3740234,-101.6845703,15.7,121.1343537,17,,0.787790582,,,,,,15 mM,-57.22033875,Mitte,temporal,17.0,Verji +OP220217,22218041.abf,S1_D2,3,22218S1_D2c3,D2,Ctrl,22.0,no,32.48944444,10.79297264,127.5612942,-75.32958984,37,100.0,90.82641602,-43.32275391,383.1787109,-99.97558594,16.3,168.1203651,20,,0.805372503,,,,,,15 mM,-60.69753983,Mitte,temporal,17.0,Verji +OP220217,22218041.abf,S1_D2,6,22218S1_D2c6,D2,Ctrl,22.0,no,32.48944444,9.274831342,57.53145112,-73.87695313,24,150.0,84.36279297,-36.90185547,300.4150391,-72.14355469,18.35,308.3552821,21,,1.0634956,,,,,,15 mM,-62.0959848,Mitte,temporal,17.0,Verji +OP220217,22218041.abf,S1_D2,8,22218S1_D2c8,D2,Ctrl,22.0,no,32.48944444,12.62715842,101.8551684,-69.67773438,34,100.0,88.95263672,-40.48461914,382.0800781,-88.25683594,17.5,176.009822,22,,0.861675774,,,,,,15 mM,-59.82177673,Mitte,temporal,17.0,Verji +OP220217,22218058.abf,S2_D2,1,22218S2_D2c1,D2,TTX,22.0,no,34.75305556,11.40083441,201.6532817,-72.02148438,27,0.0,73.01635742,-32.21435547,290.8935547,-100.8300781,23.75,288.7717996,26,,0.72147361,,,,,,15 mM,-51.81500977,Mitte,temporal,17.0,Verji +OP220217,22218058.abf,S2_D2,3,22218S2_D2c3,D2,TTX,22.0,no,34.75305556,7.854192223,69.71558251,-73.03466797,30,200.0,61.29150391,-29.75463867,140.2587891,-41.9921875,15.65,284.031681,27,,1.240366976,,,,,,15 mM,-61.11393967,Mitte,temporal,17.0,Verji +OP220217,22218058.abf,S2_D2,8,22218S2_D2c8,D2,TTX,22.0,no,34.75305556,11.92866691,194.6156853,-54.52270508,30,100.0,76.04370117,-36.74926758,265.0146484,-82.76367188,15.2,122.0469493,28,,0.858798686,,,,,,15 mM,-60.15599762,Mitte,temporal,17.0,Verji +OP220811,22811012.abf,S2_D2,1,22811S2_D2c1,D2,high K,17.0,no,23.26527778,6.346277248,43.37394322,-57.84301758,25,450.0,76.69677734,-28.79638672,317.6269531,-64.08691406,17.4,378.8459801,0,,0.982923356,,,,,,8 mM,-60.71844376,Mitte,temporal,18.0,Verji +OP220811,22811012.abf,S2_D2,3,22811S2_D2c3,D2,high K,17.0,no,23.26527778,7.055187576,38.20410092,-62.73803711,22,450.0,73.91357422,-28.77197266,279.7851563,-52.36816406,20.65,508.7663158,1,,1.158498711,,,,,,8 mM,-62.72726624,Mitte,temporal,18.0,Verji +OP220811,22811012.abf,S2_D2,4,22811S2_D2c4,D2,high K,17.0,no,23.26527778,8.987975656,62.07735907,-59.1796875,26,300.0,68.73779297,-26.61743164,212.1582031,-48.21777344,14.85,240.2986667,2; exclude; Rs_end > 30,,1.18450913,,,,,,8 mM,-60.19162048,Mitte,temporal,18.0,Verji +OP220811,22811012.abf,S2_D2,5,22811S2_D2c5,D2,high K,17.0,no,23.26527778,5.024042715,40.28845612,-68.79272461,23,400.0,72.66845703,-27.11181641,271.484375,-46.75292969,19.15,427.4572207,3,,1.249915167,,,,,,8 mM,-61.54855072,Mitte,temporal,18.0,Verji +OP220811,22811022.abf,S3_D2,5,22811S3_D2c5,D2,TTX,17.0,no,25.69194444,7.821654527,56.09617591,-61.16943359,25,300.0,69.32983398,-27.86254883,254.8828125,-52.61230469,14.7,248.4216606,8,,1.087222637,,,,,,8 mM,-62.505495,Mitte,temporal,18.0,Verji +OP220811,22811022.abf,S3_D2,8,22811S3_D2c8,D2,TTX,17.0,no,25.69194444,15.48765425,64.87003085,-63.42163086,33,250.0,78.43017578,-31.72607422,312.0117188,-75.31738281,17.45,363.5102352,10,,0.877296965,,,,,,8 mM,-61.40568298,Mitte,temporal,18.0,Verji +OP221024,22o24003.abf,S1,1,22o24S1c1,D1,high K,0.0,yes,21.08555556,10.90931827,69.32492654,-75.80566406,26,-300.0,88.72070313,-44.64111328,483.2763672,-65.18554688,15.95,204.4794992,0,,1.121075787,,,,,,8 mM,-57.89408249,Bielefeld,temporal,42.0,Verji +OP221024,22o24003.abf,S1,2,22o24S1c2,D1,high K,0.0,yes,21.08555556,9.362432704,46.972693,-69.75097656,34,250.0,85.51025391,-37.70751953,418.4570313,-61.5234375,11.25,251.2883436,1,,1.089130051,,,,,,8 mM,-62.87847504,Bielefeld,temporal,42.0,Verji +OP221024,22o24040.abf,S1_D2,3,22o24S1c2,D2,high K,24.0,yes,45.12972222,10.12949209,28.35704489,-64.1784668,2,900.0,64.9230957,-35.93139648,158.5693359,-33.93554688,5.05,273.9708609,23,,1.773285869,,,,,,8 mM,-64.17258881,Bielefeld,temporal,42.0,Verji +OP221024,22o24003.abf,S1,3,22o24S1c3,D1,high K,0.0,yes,21.08555556,9.786674655,55.84245944,-73.77929688,33,100.0,86.73095703,-41.87011719,341.796875,-86.9140625,13.8,222.4291195,2,,0.859553431,,,,,,8 mM,-60.02488037,Bielefeld,temporal,42.0,Verji +OP221024,22o24040.abf,S1_D2,4,22o24S1c3,D2,high K,24.0,yes,45.12972222,9.182507114,32.80368941,-74.37744141,5,700.0,70.48950195,-44.15283203,177.8564453,-64.57519531,7.7,308.8293758,24,,1.065969911,,,,,,8 mM,-63.29925247,Bielefeld,temporal,42.0,Verji +OP221024,22o24003.abf,S1,6,22o24S1c6,D1,high K,0.0,no,21.08555556,8.813492369,38.19798036,-63.28125,28,250.0,85.21118164,-31.57958984,375.2441406,-65.30761719,10.6,243.7479298,5,,1.011249184,,,,,,8 mM,-58.7995285,Bielefeld,temporal,42.0,Verji +OP221024,22o24011.abf,S2,1,22o24S2c1,D1,TTX,0.0,no,22.44666667,8.604516549,30.18913213,-48.68774414,2,350.0,37.06665039,-20.50170898,65.30761719,-27.83203125,8.7,342.2348139,8,,1.084805891,,,,,,8 mM,-57.17624695,Bielefeld,temporal,42.0,Verji +OP221024,22o24011.abf,S2,2,22o24S2c2,D1,TTX,0.0,no,22.44666667,8.03896903,38.1246931,-68.13354492,23,250.0,86.06567383,-35.80322266,358.3984375,-78.97949219,12.55,311.3084027,9,,0.963505408,,,,,,8 mM,-60.434897,Bielefeld,temporal,42.0,Verji +OP221024,22o24011.abf,S2,4,22o24S2c4,D1,TTX,0.0,yes,22.44666667,11.04390653,41.84442835,-70.76416016,30,200.0,87.5,-39.78881836,417.1142578,-77.27050781,15.75,376.9875822,10,,0.909445689,,,,,,8 mM,-60.24489349,Bielefeld,temporal,42.0,Verji +OP221024,22o24049.abf,S2_D2,3,22o24S2c4,D2,TTX,24.0,yes,47.21277778,19.80432492,52.02472251,-66.24145508,15,250.0,70.36743164,-34.17358398,197.1435547,-69.09179688,14.7,384.4290503,29,,0.969108338,,,,,,8 mM,-62.68482742,Bielefeld,temporal,42.0,Verji +OP221024,22o24011.abf,S2,5,22o24S2c5,D1,TTX,0.0,yes,22.44666667,7.519762598,46.53414832,-73.86474609,33,150.0,88.76953125,-38.65356445,414.6728516,-73.60839844,13.7,253.3417607,11,,0.94454288,,,,,,8 mM,-60.33580963,Bielefeld,temporal,42.0,Verji +OP221024,22o24052.abf,S2_D2,4,22o24S2c5,D2,TTX,24.0,yes,47.46416667,9.592057034,38.5317477,-63.37280273,6,600.0,60.59570313,-22.96142578,158.203125,-41.38183594,3.95,117.7739763,30,,1.239089567,,,,,,8 mM,-63.76218063,Bielefeld,temporal,42.0,Verji +OP221024,22o24011.abf,S2,6,22o24S2c6,D1,TTX,0.0,no,22.44666667,6.338786573,36.02503119,-71.08764648,22,300.0,88.46435547,-37.79296875,431.3964844,-70.55664063,10.9,281.2371654,12,,0.954466435,,,,,,8 mM,-61.42349838,Bielefeld,temporal,42.0,Verji +OP221024,22o24011.abf,S2,7,22o24S2c7,D1,TTX,0.0,no,22.44666667,7.802772031,44.335863,-74.07226563,32,150.0,86.82861328,-37.07885742,387.3291016,-81.29882813,12.95,257.9608511,13,,0.882211538,,,,,,8 mM,-60.75148544,Bielefeld,temporal,42.0,Verji +OP221024,22o24011.abf,S2,8,22o24S2c8,D1,TTX,0.0,no,22.44666667,8.514457236,42.01692264,-70.56884766,34,200.0,91.51611328,-38.4765625,433.9599609,-95.703125,11.3,311.9447346,14,,0.825236419,,,,,,8 mM,-61.10428894,Bielefeld,temporal,42.0,Verji +OP221024,22o24021.abf,S3,3,22o24S3c3,D1,Ctrl,0.0,no,23.96416667,8.992057281,99.51333036,-69.09790039,36,100.0,91.40625,-39.25170898,525.390625,-83.37402344,15.35,171.3760818,16,,0.849344649,,,,,,8 mM,-61.23429367,Bielefeld,temporal,42.0,Verji +OP221024,22o24021.abf,S3,4,22o24S3c4,D1,Ctrl,0.0,no,23.96416667,11.5212428,137.8207965,-71.78955078,41,50.0,93.32275391,-42.96875,465.8203125,-83.74023438,14.85,124.3241696,17,,0.959995228,,,,,,8 mM,-62.26568939,Bielefeld,temporal,42.0,Verji +OP221024,22o24021.abf,S3,5,22o24S3c5,D1,Ctrl,0.0,no,23.96416667,7.594409272,45.93332181,-72.43041992,26,200.0,86.43798828,-35.81542969,413.6962891,-93.26171875,13.2,226.1043387,18,,0.746799258,,,,,,8 mM,-60.62566452,Bielefeld,temporal,42.0,Verji +OP221024,22o24040.abf,S1_D2,5,22o24S1_D2c5,D2,high K,24.0,no,45.12972222,10.66227707,80.37507058,-51.42211914,14,-300.0,69.83642578,-32.35473633,248.4130859,-54.19921875,10.8,159.0536629,25,,1.184782058,,,,,,8 mM,-57.97613998,Bielefeld,temporal,42.0,Verji +OP221024,22o24055.abf,S2_D2,6,22o24S2_D2c6,D2,TTX,24.0,no,47.575,8.558724495,44.97863187,-69.43969727,18,250.0,63.26904297,-28.64990234,214.9658203,-77.88085938,11.55,314.6054863,32,,0.753311109,,,,,,8 mM,-60.55082825,Bielefeld,temporal,42.0,Verji +OP221024,22o24063.abf,S3_D2,2,22o24S3_D2c2,D2,Ctrl,24.0,no,50.01027778,7.345219018,37.01188806,-63.03100586,10,600.0,64.30053711,-27.58789063,225.5859375,-75.56152344,9.8,219.7990418,33,,0.802658632,,,,,,8 mM,-61.95141037,Bielefeld,temporal,42.0,Verji +OP240221,24221004.abf,S1,3,24221S1c3,D1,high K,0.0,yes,11.03888889,15.19987599,59.41465581,-67.87109375,35,200.0,80.92041016,-39.39819336,318.359375,-89.84375,20.5,591.3239437,1,,0.825399979,492.3464115,,,,,8 mM,-59.54050186,Bielefeld,temporal,37.0,Verji +OP240221,24221022.abf,S1_D2,2,24221S1c3,D2,high K,20.0,yes,30.81111111,12.58040096,46.37553368,-54.74853516,18,600.0,72.37548828,-31.28662109,290.5273438,-51.7578125,10.5,535.9252336,9,,1.148243515,357.1019034,,,,,8 mM,-61.02496414,Bielefeld,temporal,37.0,Verji +OP240221,24221004.abf,S1,4,24221S1c4,D1,high K,0.0,no,11.03888889,16.05173703,137.9807712,-47.58605957,21,100.0,85.55908203,-44.15893555,339.4775391,-118.0419922,11.55,133.640678,2,,0.743333036,28.92096403,,,,,8 mM,-60.35948746,Bielefeld,temporal,37.0,Verji +OP240221,24221004.abf,S1,6,24221S1c6,D1,high K,0.0,no,11.03888889,28.46934763,92.09385143,-73.12011719,49,100.0,82.62329102,-41.18041992,347.0458984,-84.35058594,15.5,287.7643059,4,,0.88288824,385.1528384,,,,,8 mM,-61.13145767,Bielefeld,temporal,37.0,Verji +OP240221,24221004.abf,S1,7,24221S1c7,D1,high K,0.0,yes,11.03888889,12.3396884,68.35158183,-55.93261719,34,200.0,83.48388672,-38.43383789,314.9414063,-72.38769531,13.25,346.7859425,5,,1.03983575,157.7452582,,,,,8 mM,-60.75606796,Bielefeld,temporal,37.0,Verji +OP240221,24221014.abf,S2,2,24221S2c2,D1,Ctrl,0.0,no,13.15805556,25.21255814,103.1874499,-72.39990234,40,100.0,80.06591797,-40.85693359,328.6132813,-62.86621094,16.75,311.5005675,7,,1.054828584,334.6311544,,,,,8 mM,-62.44723831,Bielefeld,temporal,37.0,Verji +OP220308,22308003.abf,S1,3,22308S1c3,D1,Ctrl,0.0,no,12.17,14.71614506,139.817799,-76.13525391,27,50.0,89.7277832,-41.52832031,294.6777344,-78.36914063,14.95,120.7199606,0,,0.985303103,,,,,,15 mM,-57.45852081,Bielefeld,temporal,52.0,Verji +OP220308,22308003.abf,S1,4,22308S1c4,D1,Ctrl,0.0,no,12.17,19.73230303,79.3243834,-74.47509766,36,50.0,82.93457031,-39.98413086,251.4648438,-61.88964844,24.0,263.5495979,1,,1.082590036,,,,,,15 mM,-56.90159531,Bielefeld,temporal,52.0,Verji +OP220308,22308003.abf,S1,5,22308S1c5,D1,Ctrl,0.0,no,12.17,11.98259768,72.97040459,-78.37524414,35,100.0,88.34838867,-40.40527344,325.9277344,-83.61816406,21.35,268.1474895,2,,0.879131407,,,,,,15 mM,-57.60974518,Bielefeld,temporal,52.0,Verji +OP220308,22308003.abf,S1,7,22308S1c7,D1,Ctrl,0.0,no,12.17,8.522516999,53.58722859,-51.08032227,30,250.0,83.48388672,-36.30981445,267.4560547,-69.82421875,17.0,393.9575672,3,,1.054488383,,,,,,15 mM,-60.0561673,Bielefeld,temporal,52.0,Verji +OP220308,22308003.abf,S1,8,22308S1c8,D1,Ctrl,0.0,yes,12.17,26.9429407,124.403892,-71.44775391,40,100.0,79.3762207,-39.86206055,243.5302734,-77.39257813,20.45,201.7175196,4; exclude; Rs_end > 30,,0.938989072,,,,,,15 mM,-62.01251495,Bielefeld,temporal,52.0,Verji +OP220308,22308054.abf,S1_D2,7,22308S1c8,D2,Ctrl,20.0,yes,36.46888889,16.18039871,112.6543651,-47.14355469,20,200.0,72.20458984,-37.92724609,200.5615234,-53.22265625,11.4,154.5532478,14,,1.208637391,,,,,,15 mM,-57.81399338,Bielefeld,temporal,52.0,Verji +OP220308,22308012.abf,S2,8,22308S2c8,D1,high K,0.0,no,13.88583333,10.23112162,61.3139694,-49.26757813,39,200.0,87.15209961,-38.76342773,280.6396484,-74.82910156,10.55,184.7687867,9,,1.021300313,,,,,,15 mM,-54.41224365,Bielefeld,temporal,52.0,Verji +OP220308,22308022.abf,S3,3,22308S3c3,D1,TTX,0.0,no,15.60305556,10.91069673,55.31995891,-61.4440918,18,100.0,89.99023438,-44.2565918,301.7578125,-78.49121094,11.55,256.0692828,11,,1.016467515,,,,,,15 mM,-57.81399338,Bielefeld,temporal,52.0,Verji +OP220308,22308022.abf,S3,7,22308S3c7,D1,TTX,0.0,no,15.60305556,7.827827594,40.35691738,-73.83422852,45,200.0,89.69116211,-41.53442383,337.7685547,-77.75878906,11.6,315.9674148,12,,0.971664638,,,,,,15 mM,-62.16483994,Bielefeld,temporal,52.0,Verji +OP220308,22308022.abf,S3,8,22308S3c8,D1,TTX,0.0,no,15.60305556,9.160275916,47.96446617,-51.55029297,46,250.0,86.04125977,-39.06860352,251.953125,-63.4765625,7.8,198.903035,13,,1.152188325,,,,,,15 mM,-0.284614105,Bielefeld,temporal,52.0,Verji +OP220322,22308003.abf,S1,3,22322S1c3,D1,Ctrl,0.0,no,10.66527778,7.194921663,30.39460455,-65.58837891,23,250.0,85.76660156,-37.91503906,330.5664063,-87.76855469,11.6,289.9380625,0,,0.896503946,,,,,,15 mM,-61.79714706,Bielefeld,temporal,52.0,Verji +OP220322,22308003.abf,S1,6,22322S1c6,D1,Ctrl,0.0,no,10.66527778,7.45147952,31.63924085,-65.67993164,27,150.0,85.31494141,-37.8112793,258.7890625,-76.04980469,13.45,276.6664156,2,,0.996761814,,,,,,15 mM,-73.95379166,Bielefeld,temporal,52.0,Verji +OP220322,22308003.abf,S1,7,22322S1c7,D1,Ctrl,0.0,no,10.66527778,6.552417488,29.5114112,-70.55053711,35,200.0,89.44702148,-38.13476563,357.6660156,-60.05859375,13.25,360.013267,3,,1.166368749,,,,,,15 mM,-61.08654404,Bielefeld,temporal,52.0,Verji +OP220322,22308012.abf,S2,6,22322S2c6,D1,TTX,0.0,no,12.45194444,7.956380844,38.77242051,-70.67871094,29,200.0,87.63427734,-37.3840332,298.7060547,-68.359375,10.75,220.9887077,6,,1.035384242,,,,,,15 mM,-61.51928101,Bielefeld,temporal,52.0,Verji +OP220322,22308012.abf,S2,7,22322S2c7,D1,TTX,0.0,no,12.45194444,8.412073416,40.93494031,-66.56494141,16,250.0,78.44848633,-34.39941406,261.3525391,-75.56152344,8.55,197.9974558,7,,0.929696138,,,,,,15 mM,-45.82119965,Bielefeld,temporal,52.0,Verji +OP220322,22308020.abf,S3,6,22322S3c6,D1,high K,0.0,no,14.25722222,7.941083205,31.40239003,-55.10864258,22,150.0,89.6484375,-43.26782227,261.5966797,-80.93261719,10.5,265.4814815,11,,1.10270477,,,,,,15 mM,-59.17220581,Bielefeld,temporal,52.0,Verji +OP220322,22308020.abf,S3,7,22322S3c7,D1,high K,0.0,yes,14.25722222,17.07594954,42.51733175,-68.25561523,45,200.0,87.86010742,-42.63305664,385.3759766,-93.13964844,11.8,372.8663452,12,,0.836066893,,,,,,15 mM,-61.74787827,Bielefeld,temporal,52.0,Verji +OP220322,22308056.abf,S3_D2,6,22322S3c7,D2,high K,22.0,yes,36.83888889,7.826844003,35.39196156,-68.89038086,32,200.0,87.7746582,-38.95874023,302.734375,-88.98925781,10.4,246.5898698,24,,0.8921461,,,,,,15 mM,-60.58758072,Bielefeld,temporal,52.0,Verji +OP220322,22308035.abf,S1_D2,1,22322S1_D2c1,D2,Ctrl,22.0,no,32.92194444,13.94190988,41.33163086,-67.0715332,30,250.0,82.9284668,-38.3605957,291.2597656,-71.41113281,12.55,308.5059265,13,,0.969443049,,,,,,15 mM,-59.11999313,Bielefeld,temporal,52.0,Verji +OP220322,22308035.abf,S1_D2,2,22322S1_D2c2,D2,Ctrl,22.0,no,32.92194444,8.428064398,22.42904461,-63.87939453,16,350.0,79.60205078,-40.625,230.9570313,-68.72558594,16.7,532.8389484,14,,0.99863945,,,,,,15 mM,-59.84509964,Bielefeld,temporal,52.0,Verji +OP220322,22308035.abf,S1_D2,3,22322S1_D2c3,D2,Ctrl,22.0,no,32.92194444,4.849723324,20.08404265,-63.33618164,17,700.0,85.57128906,-40.74707031,297.6074219,-59.93652344,7.85,381.6451039,15,,1.158748512,,,,,,15 mM,-61.61914749,Bielefeld,temporal,52.0,Verji +OP220322,22308035.abf,S1_D2,5,22322S1_D2c5,D2,Ctrl,22.0,no,32.92194444,10.37364917,46.67805794,-68.74389648,41,200.0,81.38427734,-39.66064453,284.7900391,-75.1953125,10.5,268.8,16,,0.983115732,,,,,,15 mM,-61.79618927,Bielefeld,temporal,52.0,Verji +OP220322,22308035.abf,S1_D2,6,22322S1_D2c6,D2,Ctrl,22.0,no,32.92194444,11.95523615,33.57619545,-65.57617188,31,350.0,90.13061523,-40.06958008,339.1113281,-78.73535156,9.45,423.6082079,17,,0.927595753,,,,,,15 mM,-61.32522614,Bielefeld,temporal,52.0,Verji +OP220322,22308044.abf,S2_D2,2,22322S2_D2c2,D2,TTX,22.0,no,34.94305556,28.61894282,50.09540417,-73.07739258,1,400.0,62.13378906,-50.59814453,181.640625,-61.76757813,14.85,847.743554,18,,,,,,,,15 mM,-63.68787903,Bielefeld,temporal,52.0,Verji +OP220322,22308044.abf,S2_D2,3,22322S2_D2c3,D2,TTX,22.0,no,34.94305556,7.367304985,24.60982382,-70.96557617,3,550.0,65.10009766,-38.07983398,241.0888672,-54.6875,8.7,408.426361,19,,0.955310884,,,,,,15 mM,-61.6800824,Bielefeld,temporal,52.0,Verji +OP220322,22308044.abf,S2_D2,4,22322S2_D2c4,D2,TTX,22.0,no,34.94305556,7.454915676,27.69312709,-64.74609375,3,500.0,53.02734375,-28.13110352,110.1074219,-36.62109375,9.65,389.902836,20,,1.265881866,,,,,,15 mM,-61.44793198,Bielefeld,temporal,52.0,Verji +OP220322,22308044.abf,S2_D2,7,22322S2c8,D2,TTX,22.0,yes,34.94305556,13.89952086,37.63278602,-67.80395508,30,300.0,83.3984375,-34.77172852,331.0546875,-61.15722656,9.25,310.557377,21,,1.092899316,,,,,,15 mM,-62.50404282,Bielefeld,temporal,52.0,Verji +OP220322,22308053.abf,S3_D2,3,22322S3_D2c3,D2,high K,22.0,no,36.52277778,16.56685795,52.72689878,-58.93554688,29,250.0,81.68334961,-38.50097656,314.3310547,-58.22753906,5.95,165.7904762,22,,1.166314147,,,,,,15 mM,-63.02653992,Bielefeld,temporal,52.0,Verji +OP220914,22915003.abf,S1,3,22915S1c3,D1,high K,0.0,no,22.15861111,9.195096399,106.882222,-75.73852539,18,100.0,71.80175781,-32.40356445,111.6943359,-26.61132813,26.85,308.7090526,1,,2.419354957,,,,,,8 mM,-60.9158136,Bielefeld,temporal,21.0,Verji +OP220914,22915003.abf,S1,4,22915S1c4,D1,high K,0.0,no,22.15861111,11.32184087,186.5099615,-70.29418945,15,50.0,81.89697266,-34.57641602,182.0068359,-24.90234375,20.35,161.616287,2,,2.464322583,,,,,,8 mM,-59.02662552,Bielefeld,temporal,21.0,Verji +OP220914,22915020.abf,S3,6,22915S3c6,D1,Ctrl,0.0,yes,27.14972222,6.164141235,20.39120868,-55.34057617,12,800.0,62.06665039,-27.49633789,93.38378906,-23.4375,6.1,434.5321739,12,,2.339909803,,,,,,8 mM,-59.43974884,Bielefeld,temporal,21.0,Verji +OP220914,22915057.abf,S3_D2,1,22915S3c6,D2,Ctrl,24.0,yes,50.33444444,11.59657556,44.35956273,-66.64428711,11,450.0,47.19238281,-9.704589844,59.5703125,-21.60644531,9.85,271.6875,24,,2.186626811,,,,,,8 mM,-60.6560463,Bielefeld,temporal,21.0,Verji +OP220914,22915041.abf,S2_D2,3,22915S2c4,D2,TTX,24.0,yes,48.47833333,19.75204264,73.06861364,-57.26318359,5,200.0,23.27880859,-10.91308594,16.96777344,-10.86425781,14.0,220.3419789,18,,2.077205595,,,,,,8 mM,-62.98962296,Bielefeld,temporal,21.0,Verji +OP220914,22915051.abf,S2_D2,6,22915S2_D2c6,D2,TTX,24.0,no,48.89638889,14.79940085,80.56026762,-52.40478516,2,100.0,21.42944336,-10.54077148,14.6484375,-8.056640625,20.15,262.5348708,22,,2.936208337,,,,,,8 mM,-47.75891815,Bielefeld,temporal,21.0,Verji +OP220914,22915051.abf,S2_D2,7,22915S2_D2c7,D2,TTX,24.0,no,48.89638889,24.52496757,227.0266854,-62.49389648,9,50.0,39.06860352,-22.87597656,21.484375,-13.42773438,19.25,93.69934641,23,,2.069203723,,,,,,8 mM,-69.56908951,Bielefeld,temporal,21.0,Verji +OP220518,22519003.abf,S1,1,22519S1c1,D1,Ctrl,0.0,no,21.6325,7.619709179,38.97209824,-73.71826172,27,200.0,88.70849609,-41.52832031,436.0351563,-102.2949219,12.85,246.2390643,0,,0.740454363,,,,,,15 mM,-60.7403566,Bielefeld,frontal,37.0,Verji +OP220518,22519003.abf,S1,6,22519S1c6,D1,Ctrl,0.0,no,21.6325,5.727807449,26.77346398,-73.42529297,29,150.0,86.35864258,-41.19262695,325.0732422,-90.33203125,13.2,285.1269611,2,,0.804193551,,,,,,15 mM,-57.42651184,Bielefeld,frontal,37.0,Verji +OP220518,22519003.abf,S1,8,22519S1c8,D1,Ctrl,0.0,no,21.6325,9.748035718,37.98830503,-58.72192383,29,200.0,88.22021484,-37.97607422,302.3681641,-66.16210938,10.8,297.8909091,4,,1.075476164,,,,,,15 mM,-57.92003006,Bielefeld,frontal,37.0,Verji +OP220518,22519009.abf,S2,1,22519S2c1,D1,high K,0.0,no,23.10222222,8.34737089,82.33904131,-72.66845703,13,300.0,76.62353516,-32.87353516,286.1328125,-83.0078125,8.45,126.8971586,5,,0.841426649,,,,,,15 mM,-63.95318436,Bielefeld,frontal,37.0,Verji +OP220518,22519025.abf,S4,1,22519S4c1,D1,TTX,0.0,no,28.25555556,13.39525598,84.83960652,-61.95678711,20,200.0,82.39135742,-39.60571289,349.1210938,-104.1259766,12.0,159.0036393,13,,0.698413213,,,,,,15 mM,-62.05020187,Bielefeld,frontal,37.0,Verji +OP220518,22519028.abf,S4,6,22519S4c6,D1,TTX,0.0,no,28.65777778,10.15526921,39.25969019,-68.18237305,7,300.0,78.14331055,-40.36254883,274.1699219,-81.90917969,10.5,183.012766,17,,0.816956097,,,,,,15 mM,-64.28639297,Bielefeld,frontal,37.0,Verji +OP220518,22519042.abf,s6,2,22519s6c2,D1,Ctrl,0.0,no,32.00833333,19.43667951,104.0752817,-64.47143555,17,100.0,88.22021484,-42.39501953,334.4726563,-76.41601563,5.2,79.06895592,23,,0.903747566,,,,,,15 mM,-63.46298508,Bielefeld,frontal,37.0,Verji +OP220518,22519042.abf,s6,6,22519s6c6,D1,Ctrl,0.0,no,32.00833333,14.15225349,72.10653878,-47.02148438,22,150.0,81.7199707,-36.17553711,318.2373047,-91.43066406,6.65,121.6,25,,0.791771797,,,,,,15 mM,-59.43434067,Bielefeld,frontal,37.0,Verji +OP220518,22519042.abf,s6,7,22519s6c7,D1,Ctrl,0.0,yes,32.00833333,27.43543633,107.6959386,-58.36181641,22,200.0,79.62036133,-35.22338867,368.2861328,-83.74023438,5.5,118.2572178,26,,0.853316638,,,,,,15 mM,-60.22632568,Bielefeld,frontal,37.0,Verji +OP220518,22519085.abf,S6_D2,1,22519s6c7,D2,Ctrl,24.0,yes,53.85388889,17.88181988,145.8902895,-79.66918945,21,100.0,89.19067383,-43.49975586,471.6796875,-94.48242188,13.65,111.2368068,manually corrected TH,,0.857959245,,,,,,15 mM,-61.09501831,Bielefeld,frontal,37.0,Verji +OP220518,22519057.abf,S2_D2,5,22519S2_D2c5,D2,high K,24.0,no,47.49083333,7.294438443,23.61445361,-61.70043945,6,800.0,75.06713867,-34.58251953,300.4150391,-60.91308594,3.95,198.8227343,28,,1.063950777,,,,,,15 mM,-63.05897186,Bielefeld,frontal,37.0,Verji +OP220518,22519064.abf,S3_D2,6,22519S3_D2c6,D2,TTX,24.0,no,49.34388889,12.58692067,111.0820022,-67.34008789,6,-300.0,69.58618164,-36.06567383,222.0458984,-61.5234375,11.1,86.64240114,33,,0.984123863,,,,,,15 mM,-59.16946442,Bielefeld,frontal,37.0,Verji +OP220518,22519064.abf,S3_D2,7,22519S3_D2c7,D2,TTX,24.0,no,49.34388889,7.162305858,39.71913713,-67.42553711,10,200.0,67.84057617,-27.6184082,229.9804688,-50.90332031,14.35,289.7232286,34,,1.212847368,,,,,,15 mM,-57.12844147,Bielefeld,frontal,37.0,Verji +OP220518,22519091.abf,S6_D2,3,22519S6_D2c3,D2,Ctrl,24.0,no,54.17388889,14.59702048,130.0090539,-70.8190918,25,100.0,88.2019043,-39.87426758,475.2197266,-85.44921875,15.65,120.0700539,manually_correctde,,0.88999314,,,,,,15 mM,-61.47412048,Bielefeld,frontal,37.0,Verji +OP230314,23314003.abf,S1,2,23314S1c2,D1,high K,0.0,no,5.940833333,7.941309249,48.3169072,-63.38500977,46,250.0,87.23754883,-34.80834961,453.125,-85.44921875,12.45,238.2953271,1,,0.812826422,,,325.450848,,,8 mM,-61.11683105,Virchow,temporal,12.0,Verji +OP230314,23314003.abf,S1,8,23314S1c8,D1,high K,0.0,no,5.940833333,22.05420381,97.59612952,-67.35839844,52,100.0,79.43115234,-41.33300781,325.0732422,-111.5722656,13.3,186.4047904,5,,0.776088957,,,201.505075,,,8 mM,-61.03557465,Virchow,temporal,12.0,Verji +OP230314,23314014.abf,S2,2,23314S2c2,D1,high K,0.0,no,7.5825,8.135544825,57.89567555,-64.63623047,41,300.0,88.29956055,-34.85107422,504.3945313,-90.8203125,10.15,257.4266254,7,,0.803290871,,,412.183739,,,8 mM,-63.90576553,Virchow,temporal,12.0,Verji +OP230314,23314014.abf,S2,3,23314S2c3,D1,high K,0.0,yes,7.5825,7.154596846,56.44163229,-60.91918945,27,250.0,88.79394531,-37.16430664,534.1796875,-83.25195313,15.2,363.2921955,8,,0.869486758,,,413.953798,,,8 mM,-62.7203743,Virchow,temporal,12.0,Verji +OP230314,23314050.abf,S2_D2,2,23314S2c3,D2,high K,23.0,yes,30.87,22.15537285,57.50227812,-67.82836914,21,200.0,81.77490234,-37.48779297,361.4501953,-69.82421875,14.7,366.0255319,30; exclude; Rs_end > 30,,0.965786577,,,456.731891,,,8 mM,-60.48879898,Virchow,temporal,12.0,Verji +OP230314,23314014.abf,S2,4,23314S2c4,D1,high K,0.0,no,7.5825,9.896792721,83.7562448,-66.12548828,28,200.0,86.59667969,-35.72387695,493.6523438,-84.59472656,12.5,247.6420798,9,,0.836149723,,,328.585953,,,8 mM,-61.3783609,Virchow,temporal,12.0,Verji +OP230314,23314014.abf,S2,6,23314S2c6,D1,high K,0.0,no,7.5825,16.09137431,63.50362604,-46.7956543,26,250.0,78.50952148,-40.97900391,391.1132813,-57.86132813,12.25,333.9500832,10,,1.123476204,,,158.39028,,,8 mM,-59.48166794,Virchow,temporal,12.0,Verji +OP230314,23314014.abf,S2,7,23314S2c7,D1,high K,0.0,no,7.5825,9.881555581,132.2281346,-75.51269531,48,100.0,81.68334961,-31.49414063,418.4570313,-109.8632813,13.05,147.7617139,11,,0.628082553,,,303.940131,,,8 mM,-60.27200439,Virchow,temporal,12.0,Verji +OP230314,23314014.abf,S2,8,23314S2c8,D1,high K,0.0,no,7.5825,8.139952432,140.7020241,-73.33984375,43,100.0,84.23461914,-35.72387695,453.3691406,-105.3466797,14.5,172.3380486,12,,0.687150771,,,294.924831,,,8 mM,-60.19325272,Virchow,temporal,12.0,Verji +OP230314,23314024.abf,S3,2,23314S3c2,D1,TTX,0.0,no,8.987777778,9.368170983,50.24005521,-63.59863281,31,150.0,90.42358398,-32.88574219,492.3095703,-74.70703125,13.1,225.6891693,14,,0.964257748,,,258.713624,,,8 mM,-58.70283783,Virchow,temporal,12.0,Verji +OP230314,23314024.abf,S3,3,23314S3c3,D1,TTX,0.0,yes,8.987777778,7.91233133,53.23603301,-72.25952148,21,200.0,85.59570313,-38.76342773,372.0703125,-81.42089844,16.8,294.0717949,15,,0.884459374,,,273.234108,,,8 mM,-60.18942566,Virchow,temporal,12.0,Verji +OP230314,23314058.abf,S3_D2,4,23314S3c3,D2,TTX,23.0,yes,32.72666667,17.47237941,50.63841144,-64.89868164,4,450.0,58.33740234,-35.48583984,204.5898438,-58.95996094,9.9,514.1096672,33,,0.911866182,,,,,,8 mM,-62.15148026,Virchow,temporal,12.0,Verji +OP230314,23314024.abf,S3,4,23314S3c4,D1,TTX,0.0,no,8.987777778,17.84882679,71.3003024,-47.32666016,44,400.0,81.29272461,-35.18066406,344.3603516,-84.9609375,11.6,270.7327635,16,,0.852367313,,,169.50565,,,8 mM,-65.50192795,Virchow,temporal,12.0,Verji +OP230314,23314024.abf,S3,5,23314S3c5,D1,TTX,0.0,no,8.987777778,7.485599379,65.50847045,-75.36621094,47,100.0,83.28857422,-37.8112793,396.9726563,-99.12109375,16.5,204.6449659,17,,0.701467788,,,368.502283,,,8 mM,-57.15973892,Virchow,temporal,12.0,Verji +OP230314,23314024.abf,S3,6,23314S3c6,D1,TTX,0.0,no,8.987777778,7.931174156,58.83059441,-74.36523438,34,100.0,82.58056641,-40.00244141,362.5488281,-94.60449219,16.55,242.9706093,18,,0.761217709,,,369.59732,,,8 mM,-59.10048904,Virchow,temporal,12.0,Verji +OP230314,23314024.abf,S3,7,23314S3c7,D1,TTX,0.0,yes,8.987777778,8.086421162,55.08455337,-72.44873047,39,150.0,91.66259766,-37.87841797,489.7460938,-90.08789063,13.55,234.9240212,19,,0.839852963,,,300.535018,,,8 mM,-60.00501572,Virchow,temporal,12.0,Verji +OP230314,23314062.abf,S3_D2,7,23314S3c7,D2,TTX,23.0,yes,32.93638889,9.940070715,56.89393257,-62.64648438,21,250.0,75.10986328,-27.99682617,357.6660156,-75.68359375,12.6,249.9254237,36; exclude; Rs_end > 30,,0.826261637,,,347.178239,,,8 mM,-59.80044037,Virchow,temporal,12.0,Verji +OP230314,23314024.abf,S3,8,23314S3c8,D1,TTX,0.0,no,8.987777778,9.328132412,52.34553217,-71.77734375,39,200.0,92.05932617,-40.7043457,451.171875,-69.3359375,14.25,266.6727584,20,,1.050184387,,,188.751292,,,8 mM,-62.56940552,Virchow,temporal,12.0,Verji +OP230314,23314036.abf,S4,1,23314S4c1,D1,Ctrl,0.0,no,10.49277778,9.761997828,71.49183068,-70.14160156,38,150.0,82.09228516,-34.26513672,337.7685547,-89.23339844,16.35,246.6651934,21,,0.799909185,,,384.462815,,,8 mM,-61.7113356,Virchow,temporal,12.0,Verji +OP230314,23314036.abf,S4,4,23314S4c4,D1,Ctrl,0.0,no,10.49277778,28.72395698,85.77712996,-64.7277832,46,250.0,69.70825195,-33.06884766,245.6054688,-76.78222656,14.2,260.9678071,24; exclude; Rs_end > 30,,0.87057997,,,365.71219,,,8 mM,-60.458452,Virchow,temporal,12.0,Verji +OP230314,23314036.abf,S4,5,23314S4c5,D1,Ctrl,0.0,no,10.49277778,19.62398843,79.94941876,-66.21704102,38,100.0,86.52954102,-39.14794922,397.3388672,-90.94238281,15.5,317.8372966,25,,0.77952187,,,282.879429,,,8 mM,-60.90761658,Virchow,temporal,12.0,Verji +OP230314,23314036.abf,S4,7,23314S4c7,D1,Ctrl,0.0,yes,10.49277778,8.867275172,51.33791997,-63.82446289,38,200.0,96.63085938,-40.49682617,505.7373047,-99.97558594,11.4,285.8111706,27,,0.760912792,,,304.390146,,,8 mM,-61.26670181,Virchow,temporal,12.0,Verji +OP230314,23314076.abf,S4_D2,8,23314S4c7,D2,Ctrl,23.0,yes,34.25055556,36.97933472,79.19794232,-60.6262207,24,200.0,81.4453125,-36.18164063,412.4755859,-85.9375,16.75,528.7707129,51,,0.792207822,,,252.683423,,,8 mM,-60.41819473,Virchow,temporal,12.0,Verji +OP230314,23314036.abf,S4,8,23314S4c8,D1,Ctrl,0.0,no,10.49277778,14.36484313,59.95899853,-54.31518555,32,200.0,89.41650391,-39.09301758,473.5107422,-78.73535156,12.3,251.1192523,28; exclude; Rs_end > 30,,0.912745262,,,150.215007,,,8 mM,-58.85796753,Virchow,temporal,12.0,Verji +OP230314,23314050.abf,S2_D2,1,23314S2_D2c1,D2,high K,23.0,no,30.87,24.47965169,78.74419611,-67.55371094,38,200.0,77.33154297,-38.07983398,378.90625,-90.08789063,13.85,271.7585629,29,,0.764771287,,,322.760759,,,8 mM,-61.67677628,Virchow,temporal,12.0,Verji +OP230314,23314076.abf,S4_D2,6,23314S4_D2c6,D2,Ctrl,23.0,no,34.25055556,12.49208469,207.3890798,-77.88696289,48,100.0,80.1574707,-34.71679688,450.3173828,-117.3095703,14.4,100.3528711,49,,0.599684489,,,299.619987,,,8 mM,-61.6056337,Virchow,temporal,12.0,Verji +OP220127,22127003.abf,S1,2,22127S1c2,D1,Ctrl,0.0,no,7.288611111,8.310721527,48.7790831,-76.89208984,25,150.0,90.66772461,-41.07055664,325.4394531,-95.09277344,19.3,379.3775645,0,,0.851768694,,,,,,15 mM,-62.29293533,Mitte,temporal,45.0,Rosie +OP220127,22127003.abf,S1,5,22127S1c5,D1,Ctrl,0.0,no,7.288611111,7.876329631,53.81299506,-75.92163086,17,150.0,84.41772461,-38.00048828,315.4296875,-85.9375,19.0,344.3539823,inh??,,0.877814471,,,,,,15 mM,-61.62779877,Mitte,temporal,45.0,Rosie +OP220127,22127003.abf,S1,6,22127S1c6,D1,Ctrl,0.0,no,7.288611111,7.739818434,63.68184827,-79.03442383,20,100.0,82.44628906,-37.95166016,246.9482422,-85.69335938,20.65,299.4067257,3,,0.882909704,,,,,,15 mM,-60.67413681,Mitte,temporal,45.0,Rosie +OP220127,22127003.abf,S1,7,22127S1c7,D1,Ctrl,0.0,no,7.288611111,8.717942839,74.48012732,-79.97436523,25,100.0,87.73803711,-40.33813477,322.3876953,-95.33691406,20.85,300.4453826,4,,0.858603269,,,,,,15 mM,-61.47163727,Mitte,temporal,45.0,Rosie +OP220127,22127012.abf,S2,1,22127S2c1,D1,high K,0.0,no,9.303888889,9.155659891,52.54134449,-76.30615234,22,100.0,89.35546875,-37.96386719,345.703125,-93.99414063,23.9,369.4128302,6,,0.878282622,,,,,,15 mM,-58.60017395,Mitte,temporal,45.0,Rosie +OP220127,22127012.abf,S2,4,22127S2c4,D1,high K,0.0,no,9.303888889,9.008443755,35.1473217,-78.10668945,23,150.0,84.65576172,-40.10620117,258.5449219,-85.81542969,22.0,507.6732394,7,,0.898855232,,,,,,15 mM,-59.06792999,Mitte,temporal,45.0,Rosie +OP220127,22127012.abf,S2,5,22127S2c5,D1,high K,0.0,yes,9.303888889,8.227546136,45.926301,-73.65722656,33,150.0,88.70239258,-37.05444336,331.2988281,-101.8066406,17.65,313.3018418,8,,0.789142101,,,,,,15 mM,-58.84163193,Mitte,temporal,45.0,Rosie +OP220127,22127045.abf,S2_D2,5,22127S2c5,D2,high K,23.0,yes,32.7325,9.862033416,57.28637607,-75.87890625,26,200.0,80.99975586,-30.77392578,275.8789063,-81.29882813,16.9,304.6090209,27,,0.873977306,,,,,,15 mM,-61.18716629,Mitte,temporal,45.0,Rosie +OP220127,22127012.abf,S2,6,22127S2c6,D1,high K,0.0,no,9.303888889,6.663364233,37.43311749,-76.01928711,25,150.0,90.94848633,-39.80102539,334.8388672,-92.7734375,17.85,372.7908222,9,,0.851883301,,,,,,15 mM,-61.24170425,Mitte,temporal,45.0,Rosie +OP220127,22127019.abf,S3,1,22127S3c1,D1,TTX,0.0,no,11.24444444,14.02249839,105.4252861,-83.58154297,16,50.0,84.46655273,-37.29248047,235.8398438,-71.53320313,18.8,148.3714836,10,,1.064420766,,,,,,15 mM,-56.00355545,Mitte,temporal,45.0,Rosie +OP220127,22127019.abf,S3,2,22127S3c2,D1,TTX,0.0,yes,11.24444444,11.99584897,105.2297903,-66.83959961,4,50.0,90.17944336,-46.66748047,219.8486328,-89.84375,15.75,160.7775701,11,,0.995209169,,,,,,15 mM,-59.19040115,Mitte,temporal,45.0,Rosie +OP220127,22127052.abf,S3_D2,2,22127S3c2,D2,TTX,23.0,yes,34.94666667,12.59543599,67.73057874,-78.43017578,22,250.0,78.30810547,-37.55493164,207.8857422,-63.4765625,11.2,176.5279461,31,,1.083172438,,,,,,15 mM,-62.56948532,Mitte,temporal,45.0,Rosie +OP220127,22127019.abf,S3,3,22127S3c3,D1,TTX,0.0,yes,11.24444444,19.78402751,65.64620828,-77.13012695,23,50.0,91.63818359,-43.57299805,335.5712891,-84.9609375,32.05,389.9793539,12,,0.94437672,,,,,,15 mM,-57.59432983,Mitte,temporal,45.0,Rosie +OP220127,22127052.abf,S3_D2,3,22127S3c3,D2,TTX,23.0,yes,34.94666667,8.726772893,44.69449077,-78.76586914,34,250.0,83.19702148,-37.10327148,301.3916016,-76.41601563,17.3,338.2377088,32,,0.954730442,,,,,,15 mM,-61.7574617,Mitte,temporal,45.0,Rosie +OP220127,22127019.abf,S3,4,22127S3c4,D1,TTX,0.0,yes,11.24444444,10.53439202,64.70151402,-76.98974609,24,50.0,91.70532227,-39.56298828,293.0908203,-83.49609375,22.95,281.5520779,13,,0.961157088,,,,,,15 mM,-59.91562134,Mitte,temporal,45.0,Rosie +OP220127,22127052.abf,S3_D2,4,22127S3c4,D2,TTX,23.0,yes,34.94666667,11.37950073,47.43267185,-75.09155273,27,300.0,76.2512207,-37.07275391,221.5576172,-65.55175781,13.55,293.6550265,33,,1.032847797,,,,,,15 mM,-63.25423325,Mitte,temporal,45.0,Rosie +OP220127,22127019.abf,S3,5,22127S3c5,D1,TTX,0.0,yes,11.24444444,9.544475502,47.83354259,-77.70996094,20,100.0,88.78173828,-36.24267578,349.3652344,-83.25195313,20.15,329.9726137,14,,0.945234919,,,,,,15 mM,-60.18112961,Mitte,temporal,45.0,Rosie +OP220127,22127052.abf,S3_D2,5,22127S3c5,D2,TTX,23.0,yes,34.94666667,9.305166246,45.0640029,-79.79125977,16,250.0,80.59692383,-42.37060547,256.2255859,-80.20019531,12.15,283.5692308,34,,0.929923618,,,,,,15 mM,-62.90384979,Mitte,temporal,45.0,Rosie +OP220127,22127019.abf,S3,6,22127S3c6,D1,TTX,0.0,yes,11.24444444,10.04846295,60.15896023,-79.94384766,18,150.0,83.19702148,-38.15307617,213.7451172,-67.13867188,20.85,311.8269283,15,,1.113690015,,,,,,15 mM,-59.30215271,Mitte,temporal,45.0,Rosie +OP220127,22127052.abf,S3_D2,6,22127S3c6,D2,TTX,23.0,yes,34.94666667,13.11982914,58.35267399,-80.01098633,22,100.0,78.05786133,-34.60693359,214.9658203,-77.02636719,19.6,252.5571372,35,,0.939139147,,,,,,15 mM,-60.8224144,Mitte,temporal,45.0,Rosie +OP220127,22127029.abf,S4,1,22127S4c1,D1,TTX,0.0,no,13.14,11.31307505,36.95792111,-59.14306641,15,150.0,76.45263672,-33.01391602,214.84375,-68.84765625,22.45,535.7914057,18,,1.013528165,,,,,,15 mM,-51.61471725,Mitte,temporal,45.0,Rosie +OP220127,22127029.abf,S4,3,22127S4c3,D1,TTX,0.0,no,13.14,10.60967198,56.25120325,-77.64892578,20,50.0,91.22314453,-40.90576172,329.8339844,-93.38378906,29.05,336.8401982,20,,0.906959599,,,,,,15 mM,-55.19751389,Mitte,temporal,45.0,Rosie +OP220127,22127029.abf,S4,5,22127S4c5,D1,TTX,0.0,no,13.14,9.644875894,62.17304058,-78.18603516,22,-300.0,88.8671875,-42.05322266,318.2373047,-81.90917969,24.65,274.8319837,22,,0.978935421,,,,,,15 mM,-55.92334946,Mitte,temporal,45.0,Rosie +OP220127,22127039.abf,S1_D2,4,22127S1_D2c4,D2,Ctrl,23.0,no,30.59527778,6.997351569,26.71901684,-70.84960938,18,500.0,71.23413086,-28.67431641,225.5859375,-65.67382813,15.05,530.2778495,24,,0.934864447,,,,,,15 mM,-61.80704712,Mitte,temporal,45.0,Rosie +OP220127,22127045.abf,S2_D2,2,22127S2_D2c2,D2,high K,23.0,no,32.7325,8.407270816,48.74606713,-77.33154297,18,250.0,82.66601563,-33.78295898,280.2734375,-77.51464844,23.45,508.8805298,25,,0.902211635,,,,,,15 mM,-62.76155319,Mitte,temporal,45.0,Rosie +OP220127,22127045.abf,S2_D2,6,22127S2_D2c6,D2,high K,23.0,no,32.7325,19.04636954,49.69794487,-72.63793945,24,150.0,85.80322266,-36.05957031,317.1386719,-70.80078125,18.0,396.9205922,28,,0.982409117,,,,,,15 mM,-62.11214584,Mitte,temporal,45.0,Rosie +OP220127,22127045.abf,S2_D2,8,22127S2_D2c8,D2,high K,23.0,no,32.7325,8.890552192,37.91774878,-61.95678711,17,400.0,80.07202148,-33.74023438,264.1601563,-57.73925781,14.75,467.4352031,30,,1.229008289,,,,,,15 mM,-61.49198029,Mitte,temporal,45.0,Rosie +OP220127,22127059.abf,S4_D2,2,22127S4_D2c2,D2,TTX,23.0,no,36.85194444,8.06378854,44.06267247,-76.4831543,16,200.0,69.20776367,-26.93481445,218.75,-65.30761719,19.0,338.9178008,38,,0.931688226,,,,,,15 mM,-61.34517899,Mitte,temporal,45.0,Rosie +OP220127,22127059.abf,S4_D2,3,22127S4_D2c3,D2,TTX,23.0,no,36.85194444,8.382848446,46.40757293,-78.18603516,14,100.0,71.65527344,-29.15039063,242.0654297,-69.82421875,23.15,327.9633377,39,,0.908339906,,,,,,15 mM,-57.16958908,Mitte,temporal,45.0,Rosie +OP220127,22127059.abf,S4_D2,6,22127S4_D2c6,D2,TTX,23.0,no,36.85194444,8.502048479,53.48807838,-79.84619141,21,100.0,71.71020508,-33.24584961,220.4589844,-77.75878906,25.45,294.5763335,41,,0.844959188,,,,,,15 mM,-56.67318161,Mitte,temporal,45.0,Rosie +OP220120,22121003.abf,S1,1,22121S1c1,D1,high K,0.0,no,12.61361111,8.373694758,35.31743652,-75.1159668,25,250.0,95.81298828,-38.37280273,457.7636719,-89.84375,14.8,305.0103145,0,,0.880971618,,,,,,15 mM,-63.75021851,Bielefeld,temporal,50.0,Rosie +OP220120,22121003.abf,S1,2,22121S1c2,D1,high K,0.0,no,12.61361111,7.033074679,28.799324,-55.30395508,2,200.0,57.3425293,-26.66625977,121.7041016,-34.66796875,8.8,361.8047679,1,,1.434036554,,,,,,15 mM,-45.52814224,Bielefeld,temporal,50.0,Rosie +OP220120,22121010.abf,S2,1,22121S2c1,D1,TTX,0.0,no,14.21611111,9.462642324,50.5737015,-77.77709961,26,100.0,94.11010742,-40.27099609,399.9023438,-71.04492188,19.75,328.0121642,6,,1.033673933,,,,,,15 mM,-60.07064713,Bielefeld,temporal,50.0,Rosie +OP220120,22121010.abf,S2,3,22121S2c3,D1,TTX,0.0,no,14.21611111,10.36475513,40.77368986,-69.53735352,21,250.0,88.27514648,-34.0637207,348.7548828,-73.73046875,11.45,239.8936061,7,,1.044476124,,,,,,15 mM,-64.1073671,Bielefeld,temporal,50.0,Rosie +OP220120,22121010.abf,S2,6,22121S2c6,D1,TTX,0.0,no,14.21611111,10.01522106,39.36095982,-61.74316406,22,100.0,85.67504883,-42.51708984,250.0,-84.22851563,20.2,401.6466019,9,,0.940396199,,,,,,15 mM,-57.16205734,Bielefeld,temporal,50.0,Rosie +OP220120,22122024.abf,S1_D2,4,22122S1_D2c4,D2,high K,23.0,no,36.00722222,9.442730358,57.13025834,-70.94726563,17,200.0,85.32104492,-39.07470703,296.7529297,-75.68359375,17.75,333.5045872,13,,0.917070998,,,,,,15 mM,-61.23827911,Bielefeld,temporal,50.0,Rosie +OP220120,22122024.abf,S1_D2,5,22122S1_D2c5,D2,high K,23.0,no,36.00722222,7.813918798,53.54980264,-76.09863281,18,200.0,84.13085938,-37.45727539,348.2666016,-87.03613281,15.7,300.6765634,14,,0.849123416,,,,,,15 mM,-61.38199173,Bielefeld,temporal,50.0,Rosie +OP220120,22122031.abf,S2_D2,4,22122S2_D2c4,D2,TTX,23.0,no,37.98083333,7.510802767,20.48972647,-50.32958984,1,1300.0,67.91381836,-31.45141602,198.9746094,-64.69726563,4.15,499.9529412,17,,0.93479198,,,,,,15 mM,-59.16356979,Bielefeld,temporal,50.0,Rosie +OP220120,22122031.abf,S2_D2,5,22122S2_D2c5,D2,TTX,23.0,no,37.98083333,7.547028107,21.20599429,-50.01831055,6,900.0,34.77172852,-23.08959961,47.36328125,-17.33398438,0.15,15.60380952,18,,1.178113553,,,,,,15 mM,-59.23936127,Bielefeld,temporal,50.0,Rosie +OP220120,22122031.abf,S2_D2,7,22122S2_D2c7,D2,TTX,23.0,no,37.98083333,17.20997709,250.5832579,-47.66235352,1,-300.0,62.46337891,-41.88232422,182.1289063,-87.03613281,5.0,34.70451176,19,,0.735448619,,,,,,15 mM,-59.95962921,Bielefeld,temporal,50.0,Rosie +OP240117,24117004.abf,S1,7,24117S1c7,D1,Ctrl,0.0,no,9.007222222,11.22800094,229.6532263,-71.89941406,48,100.0,79.86450195,-37.56713867,274.5361328,-83.86230469,17.55,134.7418932,1,,0.859229402,171.8757292,,,,,8 mM,-60.10082916,Hamburg,temporal,55.0,Verji +OP240117,24117013.abf,S2,6,24117S2c6,D1,Ctrl,0.0,no,10.20888889,10.77712533,77.17935481,-57.77587891,27,200.0,81.74438477,-38.8671875,293.8232422,-86.9140625,12.6,240.6041958,2,,0.854404659,145.0548352,,,,,8 mM,-61.56998184,Hamburg,temporal,55.0,Verji +OP240117,24117013.abf,S2,7,24117S2c7,D1,Ctrl,0.0,no,10.20888889,11.25548493,91.91600215,-65.01464844,41,150.0,85.90698242,-39.01977539,287.109375,-89.11132813,17.7,313.1714903,3,,0.831036766,237.5779193,,,,,8 mM,-60.77620743,Hamburg,temporal,55.0,Verji +OP240117,24117013.abf,S2,8,24117S2c8,D1,Ctrl,0.0,no,10.20888889,15.31146402,71.15142991,-56.62841797,37,500.0,80.859375,-36.4440918,260.9863281,-66.16210938,8.5,308.4473976,4,,1.034090488,155.9751992,,,,,8 mM,-65.71673477,Hamburg,temporal,55.0,Verji +OP240117,24117023.abf,S1_D2,2,24117S1_D2c2,D2,Ctrl,23.0,no,30.95694444,11.35346852,105.6817834,-58.43505859,33,150.0,80.80444336,-37.00561523,301.3916016,-105.2246094,14.7,242.6647859,5,,0.786056208,164.1654722,,,,,8 mM,-57.43708237,Hamburg,temporal,55.0,Verji +OP240117,24117023.abf,S1_D2,4,24117S1_D2c4,D2,Ctrl,23.0,no,30.95694444,9.867377797,126.6741044,-63.36669922,33,150.0,77.00195313,-31.90917969,283.5693359,-74.09667969,18.45,245.8599431,6,,0.890606342,215.1671722,,,,,8 mM,-59.87040314,Hamburg,temporal,55.0,Verji +OP240117,24117023.abf,S1_D2,8,24117S1_D2c8,D2,Ctrl,23.0,no,30.95694444,8.928242871,70.41242606,-57.01904297,30,200.0,78.47290039,-31.32324219,306.640625,-72.50976563,15.35,258.8722594,7,,0.931446463,185.1061702,,,,,8 mM,-60.7899501,Hamburg,temporal,55.0,Verji +OP240117,24118004.abf,S2_D2,1,24117S2_D2c1,D1,Ctrl,20.0,no,26.4242,11.44098428,84.47205149,-59.64355469,38,200.0,81.28051758,-34.90600586,305.2978516,-81.42089844,14.55,230.6600871,0,,0.895243543,213.3071102,,,,,8 mM,-60.86702438,Hamburg,temporal,55.0,Verji +OP240117,24118004.abf,S2_D2,2,24117S2_D2c2,D1,Ctrl,20.0,no,26.4242,10.50217642,90.84176523,-66.79077148,32,150.0,81.54296875,-39.72167969,293.7011719,-87.52441406,18.95,306.1901381,1,,0.86169639,268.0289343,,,,,8 mM,-60.93274017,Hamburg,temporal,55.0,Verji +OP240117,24118004.abf,S2_D2,3,24117S2_D2c3,D1,Ctrl,20.0,no,26.4242,7.925609012,70.667672,-63.03100586,30,200.0,76.51977539,-36.12060547,273.8037109,-96.06933594,15.9,311.4233114,2,,0.727939307,237.8779293,,,,,8 mM,-61.17070938,Hamburg,temporal,55.0,Verji +OP240117,24118004.abf,S2_D2,4,24117S2_D2c4,D1,Ctrl,20.0,no,26.4242,17.1883851,139.095453,-76.91650391,61,100.0,78.4362793,-40.68603516,316.0400391,-95.09277344,19.8,201.3675978,3,,0.740537194,295.5398513,,,,,8 mM,-59.56116104,Hamburg,temporal,55.0,Verji +OP240117,24118004.abf,S2_D2,5,24117S2_D2c5,D1,Ctrl,20.0,no,26.4242,27.92991758,140.091217,-70.42236328,56,100.0,82.68432617,-44.42138672,325.5615234,-96.92382813,18.85,226.1723911,4,,0.769120973,207.0069002,,,,,8 mM,-60.49522293,Hamburg,temporal,55.0,Verji +OP240118,24118015.abf,S2,7,24118S2c7,D1,high K,0.0,no,8.083888889,9.079010471,82.00862257,-60.16845703,42,250.0,83.20922852,-38.56201172,307.9833984,-89.84375,14.0,317.0366275,11,,0.838811245,330.8810294,,,,,8 mM,-61.99092041,Mitte,temporal,58.0,Verji +OP240118,24118036.abf,S2_D2,3,24118S2_D2c3,D2,high K,21.0,no,28.92055556,9.219492243,71.08186755,-65.66772461,24,300.0,78.10668945,-38.58032227,351.6845703,-59.08203125,19.4,500.156727,14,,1.126618215,447.6449215,,,,,8 mM,-60.47513367,Mitte,temporal,58.0,Verji +OP220602,22602003.abf,S1,4,22602S1c4,D1,high K,0.0,no,12.15055556,5.696342098,22.17503814,-70.77026367,24,450.0,75.84838867,-35.30273438,223.1445313,-51.63574219,14.8,498.4238438,2,,1.185701423,,,,,,8 mM,-65.18812393,,,, +OP220602,22602003.abf,S1,5,22602S1c5,D1,high K,0.0,yes,12.15055556,9.08721242,60.33503047,-74.61547852,33,50.0,82.41577148,-39.99633789,306.5185547,-90.45410156,17.05,168.9940714,3,,0.828606287,,,,,,8 mM,-57.93476059,,,, +OP220602,22602042.abf,S1_D2,4,22602S1c5,D2,high K,22.0,yes,34.415,11.30825342,47.25974236,-47.05200195,1,200.0,73.33374023,-40.67993164,159.0576172,-57.6171875,3.6,159.6276049,22,,1.196744513,,,,,,8 mM,-53.83101349,,,, +OP220602,22602003.abf,S1,6,22602S1c6,D1,high K,0.0,no,12.15055556,6.735870881,28.41774692,-72.80883789,31,150.0,80.16967773,-35.29663086,260.7421875,-74.34082031,16.35,307.0239542,4,,0.911651215,,,,,,8 mM,-59.97984024,,,, +OP220602,22602003.abf,S1,8,22602S1c8,D1,high K,0.0,no,12.15055556,7.916531985,30.71408799,-70.34301758,36,150.0,76.91040039,-33.06274414,208.2519531,-70.06835938,16.25,325.4767726,6,,0.977154402,,,,,,8 mM,-58.71802383,,,, +OP220602,22602014.abf,S2,3,22602S2c3,D1,Ctrl,0.0,no,13.75444444,8.545286944,50.64742043,-69.67163086,29,150.0,80.37109375,-34.66186523,287.4755859,-79.58984375,15.8,226.4804899,8,,0.90884302,,,,,,8 mM,-58.4927977,,,, +OP220602,22602014.abf,S2,6,22602S2c6,D1,Ctrl,0.0,no,13.75444444,9.677079992,49.25383277,-52.48413086,3,150.0,72.00927734,-41.25366211,153.1982422,-73.36425781,5.05,116.2884048,11,,0.964836554,,,,,,8 mM,-53.1770369,,,, +OP220602,22602025.abf,S3,1,22602S3c1,D1,TTX,0.0,no,15.22916667,6.363932512,25.41806753,-69.18945313,27,250.0,71.85058594,-32.88574219,231.6894531,-84.83886719,13.0,339.1592357,12,,0.8076344,,,,,,8 mM,-59.13479095,,,, +OP220602,22602025.abf,S3,4,22602S3c4,D1,TTX,0.0,no,15.22916667,5.993252395,20.44051244,-70.25146484,28,300.0,76.94091797,-36.66992188,235.8398438,-71.41113281,9.65,298.5941454,15,,0.903412074,,,,,,8 mM,-60.80336823,,,, +OP220602,22602025.abf,S3,5,22602S3c5,D1,TTX,0.0,no,15.22916667,5.882555121,18.36780548,-65.18554688,10,600.0,71.94824219,-31.88476563,224.1210938,-80.68847656,9.9,387.1159905,16,,0.825629006,,,,,,8 mM,-61.76131134,,,, +OP220602,22602025.abf,S3,6,22602S3c6,D1,TTX,0.0,yes,15.22916667,6.499059954,26.96339816,-72.38769531,30,200.0,66.56494141,-31.42089844,152.7099609,-65.91796875,14.85,288.7862315,17,,0.972905637,,,,,,8 mM,-59.6360379,,,, +OP220602,22602062.abf,S3_D2,3,22602S3c6,D2,TTX,22.0,yes,37.41166667,10.51741336,36.93244638,-61.58447266,16,350.0,37.75024414,-15.76538086,57.86132813,-47.97363281,3.7,90.8176779,30,,1.018850712,,,,,,8 mM,-62.29711243,,,, +OP220602,22602025.abf,S3,7,22602S3c7,D1,TTX,0.0,yes,15.22916667,6.921903777,27.3294225,-66.41845703,31,350.0,77.74658203,-32.33032227,247.8027344,-61.64550781,12.55,370.1515752,18,,1.028800854,,,,,,8 mM,-62.95790314,,,, +OP220602,22602065.abf,S3_D2,6,22602S3c7,D2,TTX,22.0,yes,37.54944444,17.26096149,45.63275965,-68.29223633,22,300.0,52.25219727,-28.39355469,116.4550781,-51.26953125,14.2,407.447986,32,,0.949138602,,,,,,8 mM,-63.84489258,,,, +OP220602,22602045.abf,S1_D2,6,22602S1_D2c6,D2,high K,22.0,no,34.6875,7.808003045,62.99865047,-75.24414063,31,150.0,83.22143555,-38.0859375,283.0810547,-66.04003906,12.55,175.9685066,23,,1.033359313,,,,,,8 mM,-61.69442871,,,, +OP220602,22602045.abf,S1_D2,7,22602S1_D2c7,D2,high K,22.0,no,34.6875,6.130847732,27.71764994,-68.92089844,19,400.0,67.48657227,-24.87792969,217.6513672,-46.99707031,13.5,472.1109925,24,,1.205499782,,,,,,8 mM,-62.83143753,,,, +OP220602,22602055.abf,S2_D2,7,22602S2_D2c7,D2,Ctrl,22.0,no,36.10416667,17.83594806,51.42878852,-67.56591797,28,200.0,77.58178711,-35.34545898,227.9052734,-61.76757813,17.4,455.4019169,28,,1.083217872,,,,,,8 mM,-62.36792206,,,, +OP220602,22602065.abf,S3_D2,4,22602S3_D2c4,D2,TTX,22.0,no,37.54944444,6.515307994,30.21130412,-59.03320313,19,300.0,61.82250977,-25.1953125,161.0107422,-48.58398438,11.35,339.0308113,31,,1.10081758,,,,,,8 mM,-63.75360565,,,, +OP220602,22602068.abf,S3_D2,8,22602S3_D2c8,D2,TTX,22.0,no,37.68972222,16.99739632,149.5814704,-66.68701172,25,100.0,65.05737305,-30.82885742,165.2832031,-59.32617188,14.4,112.3474286,34,,0.995200469,,,,,,8 mM,-63.05315857,,,, +OP210615,2021_06_15_0002.abf,S1,2,2021_06_15_0S1c2,D1,TTX,0.0,no,6.974444444,29.37756123,80.26151773,-75.59814453,32,350.0,76.81274414,-34.91210938,274.6582031,-55.90820313,7.0,138.7634604,,,1.166099239,,,,,,15 mM,-75.62946228,Virchow,temporal,19.0,Rosie +OP210615,2021_06_15_0002.abf,S1,4,2021_06_15_0S1c4,D1,TTX,0.0,no,6.974444444,25.3842994,67.79520399,-74.51782227,26,550.0,46.03881836,-35.40039063,99.85351563,-29.05273438,5.5,103.6962025,,,1.796833186,,,,,,15 mM,-74.49651169,Virchow,temporal,19.0,Rosie +OP210615,2021_06_15_0002.abf,S1,7,2021_06_15_0S1c7,D1,TTX,0.0,no,6.974444444,8.783499649,54.72911078,-68.70117188,37,200.0,89.28833008,-39.44091797,375.0,-83.61816406,11.05,257.3464108,,,0.928413379,,,,,,15 mM,-68.69131546,Virchow,temporal,19.0,Rosie +OP210615,2021_06_15_0015.abf,S2,2,2021_06_15_0S2c2,D1,Ctrl,0.0,no,9.555555556,14.25318281,48.73435774,-72.68066406,41,400.0,97.1496582,-44.43359375,559.9365234,-73.85253906,12.4,491.916707,manually_corrected,,1.072201415,,,,,,15 mM,-70.3563118,Virchow,temporal,19.0,Rosie +OP210615,2021_06_15_0020.abf,S2,2,2021_06_15_0S2c3,D1,Ctrl,0.0,no,9.776944444,17.15509796,51.11096813,-70.73364258,41,450.0,88.61694336,-40.31982422,347.5341797,-71.04492188,8.95,273.8315593,,,1.038597411,,,,,,15 mM,-70.18915436,Virchow,temporal,19.0,Rosie +OP210615,2021_06_15_0040.abf,S4,2,2021_06_15_0S4c1,D1,TTX,0.0,no,11.14805556,7.591803416,45.49713671,-67.10205078,28,450.0,99.70092773,-44.54345703,498.4130859,-84.83886719,10.55,366.2101695,,,0.975118561,,,,,,15 mM,-71.12725922,Virchow,temporal,19.0,Rosie +OP210615,2021_06_15_0044.abf,S4,2,2021_06_15_0S4c2,D1,TTX,0.0,no,11.5725,7.568696233,43.59352717,-62.06054688,33,500.0,103.137207,-44.30541992,613.7695313,-90.69824219,9.8,389.2441212,manually_corrected,,0.978717772,,,,,,15 mM,-69.04094467,Virchow,temporal,19.0,Rosie +OP210615,2021_06_16_0009.abf,S5,3,2021_06_16_0S5c1,D2,Ctrl,0.0,no,28.98972222,12.55375928,129.6069988,-67.70019531,17,500.0,77.80761719,-42.38891602,360.3515625,-35.76660156,12.15,304.3816514,,,1.543316884,,,,,,15 mM,-67.70525421,Virchow,temporal,19.0,Rosie +OP210615,2021_06_16_0012.abf,S2_D2,4,2021_06_16_0S2_D2c4,D2,Ctrl,19.25,no,30.18861111,6.355402422,79.81984421,-70.53222656,26,300.0,76.98364258,-36.62109375,308.3496094,-51.39160156,18.15,404.0347826,,,1.155930518,,,,,,15 mM,-70.51392471,Virchow,temporal,19.0,Rosie +OP210615,2021_06_16_0040.abf,S4_D2,4,2021_06_16_0S4_D1c2,D2,TTX,20.3,no,33.37333333,9.497902602,84.74858075,-75.93994141,23,250.0,77.49023438,-34.38720703,383.1787109,-77.88085938,15.7,317.9589617,manually_corrected,,0.838218612,,,,,,15 mM,-69.65374832,Virchow,temporal,19.0,Rosie +OP210615,2021_06_16_0044.abf,S4_D2,2,2021_06_16_0S4_D1c3,D2,TTX,20.3,no,33.78388889,17.61494514,53.0830001,-59.32006836,23,250.0,68.11523438,-29.4921875,246.4599609,-43.82324219,13.5,602.6811989,,,1.281173208,,,,,,15 mM,-69.40453964,Virchow,temporal,19.0,Rosie +OP201029,20o29002.abf,S1,2,20o29S1c2,D1,Ctrl,0.0,no,6.178888889,13.10245103,61.44960671,-57.33642578,11,150.0,73.70605469,-43.18237305,154.6630859,-59.5703125,10.6,224.3803618,,,1.22505001,,,,,,15 mM,-57.33457535,Mitte,temporal,47.0,Rosie +OP201029,20o29002.abf,S1,5,20o29S1c5,D1,Ctrl,0.0,no,6.178888889,7.520268524,46.41137462,-63.03710938,25,150.0,77.81982422,-42.4987793,196.0449219,-62.62207031,16.15,380.1747126,,,1.130550148,,,,,,15 mM,-62.96300552,Mitte,temporal,47.0,Rosie +OP201029,20o29002.abf,S1,7,20o29S1c7,D1,Ctrl,0.0,no,6.178888889,7.899763862,54.53262202,-65.50292969,30,200.0,87.12158203,-37.06054688,275.5126953,-72.38769531,13.4,242.7259259,,,1.098270393,,,,,,15 mM,-65.44116592,Mitte,temporal,47.0,Rosie +OP201029,20o29013.abf,S1,7,20o29S1c7,D1,Ctrl,0.0,no,7.865555556,20.63484044,75.11329289,-69.03076172,42,350.0,71.80786133,-35.10131836,171.9970703,-58.22753906,7.0,154.4619529,,,1.160363728,,,,,,15 mM,-69.01241547,Mitte,temporal,47.0,Rosie +OP201029,20o29002.abf,S1,8,20o29S1c8,D1,Ctrl,0.0,no,6.178888889,20.38482719,67.87151177,-69.58618164,39,300.0,72.41821289,-34.27734375,190.3076172,-62.62207031,12.6,223.2973499,,,1.148857739,,,,,,15 mM,-69.58204453,Mitte,temporal,47.0,Rosie +OP201029,20o29013.abf,S1,8,20o29S1c8,D1,Ctrl,0.0,no,7.865555556,6.997220381,43.75053727,-60.77880859,27,400.0,73.83422852,-35.31494141,191.0400391,-60.42480469,13.75,420.2985075,,,1.094900271,,,,,,15 mM,-60.77311935,Mitte,temporal,47.0,Rosie +OP201029,20o29013.abf,S1,3,20o29S1c3,D1,Ctrl,0.0,no,7.865555556,15.91559064,77.16436189,-61.04125977,22,100.0,70.59936523,-43.93920898,174.0722656,-49.8046875,9.8,175.7670498,,,1.289478466,,,,,,15 mM,-61.00458221,Mitte,temporal,47.0,Rosie +OP201029,20o29018.abf,S2,2,20o29S2c2,D1,TTX,0.0,yes,9.434722222,12.1449819,70.78392484,-62.41455078,23,250.0,70.72,-30.40771484,182.3730469,-64.69726563,15.35,275.3085933,,,0.982865148,,,,,,15 mM,-62.39529144,Mitte,temporal,47.0,Rosie +OP201029,20o30008.abf,S2_D2,2,20o29S2c2,D2,TTX,20.0,yes,29.90916667,17.49,69.24,-74.11499023,8,400.0,54.95605469,-20.15991211,125.9765625,-39.55078125,8.1,159.2206,,,1.307468332,,,,manually_correction,,15 mM,-74.11967306,Mitte,temporal,47.0,Rosie +OP201029,20o29018.abf,S2,4,20o29S2c4,D1,TTX,0.0,no,9.434722222,24.21248594,88.66876957,-66.56494141,20,250.0,61.30981445,-30.70678711,135.8642578,-47.48535156,11.95,193.0856016,,,1.239714465,,,,,,15 mM,-66.64339279,Mitte,temporal,47.0,Rosie +OP201029,20o29018.abf,S2,7,20o29S2c7,D1,TTX,0.0,no,9.434722222,9.222800216,69.51135532,-62.3046875,17,350.0,63.89770508,-31.7199707,148.6816406,-51.7578125,11.65,212.4358375,,,1.170198307,,,,,,15 mM,-62.32721558,Mitte,temporal,47.0,Rosie +OP201027,20o27002.abf,S1,2,20o27S1c2,D1,Ctrl,0.0,yes,7.045277778,10.85912724,61.55433968,-61.4074707,32,150.0,83.78295898,-40.56396484,253.6621094,-68.72558594,15.0,266.695605,,,1.111889773,,,,,,15 mM,-61.38810852,Mitte,temporal,33.0,Rosie +OP201027,20o28003.abf,S1_D2,2,20o27S1c2,D2,Ctrl,21.5,yes,29.13,8.953561606,72.08125103,-69.16503906,24,300.0,80.51147461,-33.33740234,232.5439453,-64.20898438,13.35,238.0047878,8,,1.129516944,,,,,,15 mM,-69.15920654,Mitte,temporal,33.0,Rosie +OP201027,20o27002.abf,S1,4,20o27S1c4,D1,Ctrl,0.0,no,7.045277778,9.230981121,27.55662542,-81.76879883,4,1400.0,59.92431641,-48.91967773,173.7060547,-43.70117188,5.25,363.7040169,2,,,,,,,,15 mM,-81.81085358,Mitte,temporal,33.0,Rosie +OP201027,20o27002.abf,S1,7,20o27S1c7,D1,Ctrl,0.0,no,7.045277778,8.786273202,50.1445404,-53.75976563,24,250.0,73.26660156,-36.56616211,181.7626953,-61.88964844,15.6,417.290449,3,,1.120129222,,,,,,15 mM,-53.73915771,Mitte,temporal,33.0,Rosie +OP201027,20o27017.abf,S2,1,20o27S2c1,D1,TTX,0.0,no,9.108055556,11.57067254,42.07221673,-50.62255859,2,200.0,32.06176758,-17.21801758,45.16601563,-21.36230469,10.75,273.9160187,5,,1.330091432,,,,,,15 mM,-50.61670105,Mitte,temporal,33.0,Rosie +OP211123,2021_11_24_0023.abf,S2,4,2021_11_24_0S2c4,D1,TTX,0.0,no,23.76555556,26.0966228,91.56724082,-71.94213867,34,100.0,92.43774414,-37.90283203,322.3876953,-85.32714844,18.3,269.7500675,,,1.020629271,,,,,,15 mM,-60.05401672,Bielefeld,temporal,68.0,Rosie +OP211123,2021_11_24_0023.abf,S2,5,2021_11_24_0S2c5,D1,TTX,0.0,no,23.76555556,10.9142128,59.94672248,-50.34179688,47,300.0,94.34204102,-31.42089844,398.6816406,-76.04980469,9.4,192.6323952,,,0.992225141,,,,,,15 mM,-60.13902908,Bielefeld,temporal,68.0,Rosie +OP211123,2021_11_24_0023.abf,S2,7,2021_11_24_0S2c7,D1,TTX,0.0,no,23.76555556,15.32528958,65.20746198,-72.19848633,32,150.0,89.1418457,-35.77880859,350.5859375,-88.98925781,19.45,359.2658399,,,0.850153038,,,,,,15 mM,-61.58568665,Bielefeld,temporal,68.0,Rosie +OP211123,2021_11_24_0023.abf,S2,8,2021_11_24_0S2c8,D1,TTX,0.0,no,23.76555556,11.54494517,151.3791249,-63.58642578,34,100.0,88.74511719,-44.23828125,285.5224609,-65.30761719,15.6,170.5072715,,,1.11684723,,,,,,15 mM,-59.82180786,Bielefeld,temporal,68.0,Rosie +OP211123,2021_11_24_0031.abf,S3,2,2021_11_24_0S3c2,D1,Ctrl,0.0,no,25.49694444,21.30945627,74.9212993,-67.48657227,39,150.0,83.50219727,-35.29052734,405.0292969,-113.8916016,13.5,239.8958785,,,0.724449682,,,,,,15 mM,-60.35238892,Bielefeld,temporal,68.0,Rosie +OP211123,2021_11_24_0031.abf,S3,4,2021_11_24_0S3c4,D1,Ctrl,0.0,no,25.49694444,10.12735137,41.93613648,-71.60644531,25,150.0,94.27490234,-39.41650391,458.984375,-100.2197266,19.35,421.8634731,,,0.793332276,,,,,,15 mM,-61.80375305,Bielefeld,temporal,68.0,Rosie +OP211123,2021_11_24_0031.abf,S3,7,2021_11_24_0S3c7,D1,Ctrl,0.0,no,25.49694444,10.98904107,81.54374779,-72.64404297,46,100.0,94.65332031,-39.40429688,436.8896484,-112.1826172,14.3,157.5596503,,,0.789723364,,,,,,15 mM,-60.07406998,Bielefeld,temporal,68.0,Rosie +OP211123,2021_11_25_0069.abf,S3_D2,2,2021_11_25_0S3_D2c3,D2,Ctrl,24.0,no,49.09388889,21.10380646,190.465595,-64.03198242,2,100.0,46.42944336,-26.45263672,43.21289063,-15.13671875,33.5,173.389354,,,2.719383013,,,,,,15 mM,-61.12625565,Bielefeld,temporal,68.0,Rosie +OP210323,2021_03_24_0004.abf,S1,1,2021_03_24_0S1c1,D1,TTX,0.0,yes,16.9575,14.31061635,153.6424644,-71.32568359,32,150.0,74.71313477,-38.67797852,498.2910156,-165.6494141,7.65,86.61893573,manually_corrected,,0.426141583,,,,,,15 mM,-71.3042009,Virchow,temporal,10.0,Rosie +OP210323,2021_03_25_0002.abf,S1_D2,2,2021_03_24_0S1c1,D2,TTX,22.0,yes,41.045278,6.974139607,35.95676004,-72.3449707,12,600.0,57.80029297,-22.49145508,149.2919922,-44.31152344,7.25,266.3318386,27,,1.235949067,,,,,,15 mM,-71.11264114,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0004.abf,S1,2,2021_03_24_0S1c2,D1,TTX,0.0,yes,16.9575,7.083269346,56.83749983,-72.14355469,17,300.0,89.20288086,-37.37182617,419.7998047,-85.32714844,15.5,383.0346908,1,,0.919767619,,,,,,15 mM,-72.13410156,Virchow,temporal,10.0,Rosie +OP210323,2021_03_25_0002.abf,S1_D2,4,2021_03_24_0S1c2,D2,TTX,22.0,yes,41.045278,6.044853828,29.11483676,-69.78759766,7,800.0,48.76098633,-20.88012695,93.99414063,-25.75683594,8.75,456.5605096,28,,1.818207352,,,,,,15 mM,-71.02371124,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0004.abf,S1,4,2021_03_24_0S1c4,D1,TTX,0.0,yes,16.9575,6.001432419,44.45456791,-72.09472656,15,500.0,88.07983398,-36.95068359,419.921875,-75.80566406,14.3,458.495499,manually_corrected,,1.112123198,,,,,,15 mM,-72.08970688,Virchow,temporal,10.0,Rosie +OP210323,2021_03_25_0002.abf,S1_D2,8,2021_03_24_0S1c4,D2,TTX,22.0,yes,41.045278,14.16359973,123.6027845,-65.3503418,7,200.0,51.20849609,-26.06811523,216.9189453,-89.47753906,4.45,65.74283138,29,,0.615566086,,,,,,15 mM,-70.91261093,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0012.abf,S1,5,2021_03_24_0S1c5,D1,TTX,0.0,no,17.50694444,7.609105156,43.09483836,-70.31860352,18,400.0,91.87011719,-41.26586914,375.4882813,-61.64550781,16.5,474.2736842,3,,1.285444107,,,,,,15 mM,-70.30480972,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0012.abf,S1,6,2021_03_24_0S1c6,D1,TTX,0.0,yes,17.50694444,12.48069087,64.80078922,-69.07958984,24,350.0,77.78320313,-33.0078125,274.9023438,-53.34472656,21.4,364.0888889,4; exclude; Rs_end > 30,,1.24616835,,,,,,15 mM,-68.93887619,Virchow,temporal,10.0,Rosie +OP210323,2021_03_25_0013.abf,S1_D2,6,2021_03_24_0S1c6,D2,TTX,22.0,yes,41.643889,16.57444943,55.42876655,-68.51806641,16,500.0,57.37304688,-22.19848633,146.1181641,-29.90722656,7.25,209.4955908,31,,1.612595512,,,,,,15 mM,-70.25225983,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0012.abf,S1,8,2021_03_24_0S1c8,D1,TTX,0.0,no,17.50694444,7.630186283,78.18487178,-67.08984375,18,250.0,84.81445313,-37.79296875,298.5839844,-75.80566406,19.35,335.304495,5,,1.024783202,,,,,,15 mM,-67.05703369,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0022.abf,S2,7,2021_03_24_0S2c7,D1,Ctrl,0.0,no,18.80583333,8.838272195,67.96920659,-71.6796875,19,250.0,88.23852539,-37.31689453,411.9873047,-72.99804688,16.6,404.2726124,6,,1.028903305,,,,,,15 mM,-71.6670575,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0028.abf,S3,2,2021_03_24_0S3c2,D1,Ctrl,0.0,yes,20.55972222,11.26051255,78.24355071,-72.71118164,22,300.0,93.75610352,-39.20288086,545.8984375,-79.71191406,19.05,506.6805195,8,,0.959049863,,,,,,15 mM,-72.68165649,Virchow,temporal,10.0,Rosie +OP210323,2021_03_25_0038.abf,S3_D2,7,2021_03_24_0S3c2,D2,Ctrl,21.0,yes,44.139722,6.895863932,47.44795246,-73.83422852,22,400.0,85.08300781,-33.84399414,392.7001953,-76.90429688,13.6,408.8484404,35,,0.991053972,,,,,,15 mM,-71.8719931,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0028.abf,S3,4,2021_03_24_0S3c4,D1,Ctrl,0.0,no,20.55972222,21.03433289,92.00924737,-69.71435547,24,300.0,84.63134766,-40.27709961,374.5117188,-66.65039063,22.65,546.5354934,9,,1.067926945,,,,,,15 mM,-69.64972824,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0035.abf,S3,6,2021_03_24_0S3c6,D1,Ctrl,0.0,yes,21.22833333,18.24590049,57.02961156,-68.46313477,23,700.0,53.93066406,-33.2824707,156.8603516,-43.9453125,10.7,288.8118616,10,,1.182796526,,,,,,15 mM,-68.46290375,Virchow,temporal,10.0,Rosie +OP210323,2021_03_25_0043.abf,S3_D2,5,2021_03_24_0S3c6,D2,Ctrl,21.0,yes,44.413056,6.657330264,61.5303277,-69.91577148,22,400.0,83.2824707,-34.32006836,345.9472656,-68.96972656,15.65,381.5619048,36,,1.085706043,,,,,,15 mM,-69.85492676,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0035.abf,S3,8,2021_03_24_0S3c8,D1,Ctrl,0.0,yes,21.22833333,17.31978303,73.35879894,-71.66748047,22,400.0,77.75878906,-35.53466797,234.9853516,-66.40625,15.4,419.4739817,11,,1.050808948,,,,,,15 mM,-71.63009842,Virchow,temporal,10.0,Rosie +OP210323,2021_03_25_0033.abf,S3_D2,8,2021_03_24_0S3c8,D2,Ctrl,21.0,yes,43.934722,9.675620347,49.74803264,-74.84741211,23,450.0,81.26220703,-33.50830078,321.2890625,-64.453125,13.15,375.6749782,34,,1.080005518,,,,,,15 mM,-71.06313156,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0042.abf,S4,1,2021_03_24_0S4c1,D1,TTX,0.0,no,23.04833333,18.48066084,94.8868367,-70.73364258,14,200.0,78.10058594,-40.46020508,244.5068359,-73.73046875,21.9,380.0949153,12,,0.959393646,,,,,,15 mM,-70.73405838,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0042.abf,S4,2,2021_03_24_0S4c2,D1,TTX,0.0,no,23.04833333,16.80842457,172.2459493,-73.29711914,27,150.0,87.64648438,-37.67700195,404.0527344,-85.81542969,19.9,245.8835596,13,,0.878334218,,,,,,15 mM,-73.22010208,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0042.abf,S4,4,2021_03_24_0S4c4,D1,TTX,0.0,no,23.04833333,9.590149102,90.24426951,-72.60742188,21,200.0,88.94042969,-38.57421875,441.0400391,-89.59960938,15.9,325.0225827,manually_corrected,,0.958427538,,,,,,15 mM,-72.60604004,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0042.abf,S4,5,2021_03_24_0S4c5,D1,TTX,0.0,no,23.04833333,8.956999411,54.53104909,-74.51782227,16,400.0,86.6027832,-38.72070313,380.2490234,-80.32226563,17.25,438.1767442,15,,0.972709883,,,,,,15 mM,-74.52035751,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0042.abf,S4,6,2021_03_24_0S4c6,D1,TTX,0.0,no,23.04833333,7.138458786,61.59915037,-73.03466797,6,400.0,86.88354492,-38.25073242,404.6630859,-84.10644531,14.6,296.0475248,16,,0.927250601,,,,,,15 mM,-72.99710083,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0042.abf,S4,7,2021_03_24_0S4c7,D1,TTX,0.0,no,23.04833333,8.532421262,102.6540583,-70.08056641,19,150.0,87.16430664,-39.69116211,300.5371094,-81.66503906,16.4,226.9405405,17,,0.950841822,,,,,,15 mM,-70.04043732,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0055.abf,S5,2,2021_03_24_0S5c1,D1,Ctrl,0.0,no,25.06138889,13.23396972,174.7552574,-65.69824219,28,100.0,92.22412109,-40.06347656,487.7929688,-96.55761719,16.35,137.6205497,19,,0.810843979,,,,,,15 mM,-69.88251038,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0082.abf,S6,2,2021_03_24_0S5c1,D1,TTX,0.0,no,26.994722,7.784184231,50.38181172,-63.53149414,3,250.0,29.54711914,-12.13989258,25.390625,-27.34375,12.15,251.8223909,22,,1.606264185,,,,,,15 mM,-69.99474945,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0077.abf,S5,2,2021_03_24_0S5c3,D1,Ctrl,0.0,no,26.126389,8.042211714,64.82375542,-77.39257813,22,200.0,95.59936523,-40.5456543,521.1181641,-88.50097656,22.85,454.3378641,21,,0.894228711,,,,,,15 mM,-70.3273674,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0092.abf,S6,2,2021_03_24_0S6c3,D1,TTX,0.0,no,27.590278,10.86341128,72.95862741,-73.02246094,15,300.0,56.04248047,-29.03442383,125.2441406,-41.25976563,9.5,222.6723891,24,,1.287480605,,,,,,15 mM,-71.70164139,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0097.abf,S6,2,2021_03_24_0S6c4,D1,TTX,0.0,no,27.870556,9.783036107,87.63307009,-49.04174805,20,300.0,72.44873047,-29.67529297,250.2441406,-36.49902344,15.15,288.9611176,25,,1.564747298,,,,,,15 mM,-68.7065889,Virchow,temporal,10.0,Rosie +OP210323,2021_03_24_0103.abf,S6,2,2021_03_24_0S6c5,D1,TTX,0.0,no,28.0475,7.069582217,126.3669356,-61.59667969,36,250.0,77.17285156,-30.7800293,334.4726563,-79.58984375,8.9,86.0534671,26,,0.83597138,,,,,,15 mM,-70.0887645,Virchow,temporal,10.0,Rosie +OP210323,2021_03_25_0023.abf,S1_D2,1,2021_03_25_0S1_D2c1,D2,TTX,22.0,no,42.038056,19.70660067,82.45608982,-68.48754883,12,300.0,73.96240234,-28.16162109,236.328125,-47.97363281,13.9,207.8846189,32; exclude; Rs_end > 30,,1.276667488,,,,,,15 mM,-70.02277908,Virchow,temporal,10.0,Rosie +OP210323,2021_03_25_0057.abf,S6_D2,2,2021_03_25_0S6_D2c1,D2,TTX,16.5,no,45.982222,6.111883637,37.90606881,-63.96484375,10,800.0,63.7878418,-26.26342773,182.2509766,-46.50878906,18.5,663.2472648,37,,1.303423394,,,,,,15 mM,-72.16715439,Virchow,temporal,10.0,Rosie +OP210323,2021_03_25_0084.abf,S4_D2,1,2021_03_25_0S6_D2c1,D2,TTX,24.0,no,48.612778,17.70347943,262.6274035,-54.93164063,6,200.0,46.72851563,-28.07617188,102.0507813,-82.51953125,4.9,35.56217054,42,,0.683458127,,,,,,15 mM,-67.18881363,Virchow,temporal,10.0,Rosie +OP210323,2021_03_25_0062.abf,S6_D2,2,2021_03_25_0S6_D2c2,D2,TTX,16.5,no,46.235278,7.865393239,98.09996902,-69.03686523,18,300.0,74.95117188,-28.85131836,309.3261719,-53.58886719,18.45,282.5091589,38,,1.214651653,,,,,,15 mM,-69.39026535,Virchow,temporal,10.0,Rosie +OP210323,2021_03_25_0067.abf,S6_D2,2,2021_03_25_0S6_D2c3,D2,TTX,16.5,no,46.592222,10.29581833,223.0523837,-67.7734375,25,100.0,72.29614258,-29.62036133,244.3847656,-48.58398438,17.05,132.20407,39,,1.305696784,,,,,,15 mM,-67.61321548,Virchow,temporal,10.0,Rosie +OP210323,2021_03_25_0078.abf,S6_D2,2,2021_03_25_0S6_D2c5,D2,TTX,16.5,no,47.127222,9.878971327,240.1846873,-67.8527832,17,150.0,71.11816406,-28.74755859,265.625,-93.50585938,11.5,67.2674045,41,,0.736362814,,,,,,15 mM,-68.24160522,Virchow,temporal,10.0,Rosie +OP210323,2021_03_25_0091.abf,S4_D2,2,2021_03_25_0S4_D2c2,D2,TTX,24.0,no,48.896944,15.97549328,309.7782092,-62.41455078,11,100.0,78.47290039,-31.10961914,379.3945313,-58.71582031,11.65,82.23765618,43; exclude; Rs_end > 30,,1.13602231,,,,,,15 mM,-66.21055649,Virchow,temporal,10.0,Rosie +OP210323,2021_03_25_0098.abf,S4_D2,5,2021_03_25_0S4_D2c5,D2,TTX,24.0,no,49.273056,6.970003936,77.30509513,-81.63452148,17,250.0,76.31835938,-33.48999023,298.2177734,-66.52832031,20.25,384.2223509,45,,1.031087162,,,,,,15 mM,-71.60202118,Virchow,temporal,10.0,Rosie +OP210323,2021_03_25_0102.abf,S4_D2,8,2021_03_25_0S4_D2c8,D2,TTX,24.0,no,49.516111,14.14597822,482.9881207,-59.95483398,5,100.0,66.33911133,-34.36889648,247.5585938,-82.39746094,4.1,30.15685746,48; exclude; Rs_end > 30,,0.740635802,,,,,,15 mM,-67.00526917,Virchow,temporal,10.0,Rosie +OP210323,2021_03_25_0107.abf,S5_D2,2,2021_03_25_0S4_D2c1,D2,Ctrl,23.5,no,49.888611,8.062325511,134.2167879,-78.05786133,26,100.0,90.91796875,-37.73803711,512.2070313,-82.76367188,16.8,191.0803193,49,,0.900221319,,,,,,15 mM,-71.26789474,Virchow,temporal,10.0,Rosie +OP210323,2021_03_25_0117.abf,S5_D2,2,2021_03_25_0S5_D2c2,D2,Ctrl,23.5,no,50.3925,14.1468259,48.4656784,-68.58520508,26,450.0,91.28417969,-39.38598633,472.9003906,-73.85253906,15.45,496.3388235,manually_corrected,,0.985966418,,,,,,15 mM,-70.52503922,Virchow,temporal,10.0,Rosie +OP220111,22111003.abf,S1,4,22111S1c4,D1,TTX,0.0,yes,11.38083333,16.88836326,69.73148547,-62.6159668,23,50.0,85.38208008,-41.67480469,348.3886719,-70.3125,28.45,466.357979,0,,0.986559637,,,,,,15 mM,-62.6093895,Bielefeld,temporal,51.0,Rosie +OP220111,22112061.abf,S1_D2,4,22111S1c4,D2,TTX,21.0,yes,32.75444444,8.588633505,71.51729222,-59.98535156,0,,,,,,17.85,532.2191083,13,,,,,,,,15 mM,-59.99144638,Bielefeld,temporal,51.0,Rosie +OP220111,22111003.abf,S1,5,22111S1c5,D1,TTX,0.0,yes,11.38083333,8.865712234,48.01649219,-65.19165039,25,200.0,86.1328125,-39.42871094,361.8164063,-68.84765625,16.95,327.68,1,,1.048150492,,,,,,15 mM,-65.05620407,Bielefeld,temporal,51.0,Rosie +OP220111,22112064.abf,S1_D2,5,22111S1c5,D2,TTX,21.0,yes,32.88027778,12.32981932,57.30539386,-62.17041016,5,250.0,47.8515625,-33.80126953,104.7363281,-33.44726563,20.75,378.794429,14,,1.044122541,,,,,,15 mM,-62.16383575,Bielefeld,temporal,51.0,Rosie +OP220111,22111003.abf,S1,7,22111S1c7,D1,TTX,0.0,yes,11.38083333,10.99482239,35.99698297,-59.55810547,1,800.0,73.92578125,-44.86083984,254.2724609,-46.75292969,12.6,598.3721739,2,,1.454789218,,,,,,15 mM,-59.54016541,Bielefeld,temporal,51.0,Rosie +OP220111,22112069.abf,S1_D2,6,22111S1c7,D2,TTX,21.0,yes,33.08916667,8.52033192,67.21989847,-57.21435547,18,50.0,64.99633789,-32.82470703,247.5585938,-67.13867188,26.05,292.8323842,15,,0.809548455,,,,,,15 mM,-57.30517929,Bielefeld,temporal,51.0,Rosie +OP220111,22112036.abf,S5_D2,3,22112S5_D2c3,D2,Ctrl,23.0,no,29.73638889,6.423372154,154.8296837,-66.51000977,32,100.0,80.3527832,-38.15917969,273.0712891,-63.11035156,9.2,93.13117084,6,,1.069578226,,,,,,15 mM,-66.38698517,Bielefeld,temporal,51.0,Rosie +OP220111,22112039.abf,S5_D2,6,22112S5_D2c6,D2,Ctrl,23.0,no,29.92472222,14.2039051,59.35750619,-62.28637695,36,100.0,93.73168945,-40.20996094,410.6445313,-81.90917969,20.0,388.0165779,7,,0.923648235,,,,,,15 mM,-62.28728912,Bielefeld,temporal,51.0,Rosie +OP220111,22112046.abf,S6_D2,4,22112S6_D2c4,D2,high K,16.5,no,30.92916667,13.09082698,145.6466002,-74.93286133,9,200.0,80.28564453,-40.06958008,292.7246094,-59.81445313,8.75,77.26219348,9,,1.151921611,,,,,,15 mM,-74.72934097,Bielefeld,temporal,51.0,Rosie +OP220111,22112056.abf,S6_D2,7,22112S6_D2c7,D2,high K,16.5,no,31.72083333,21.46716111,412.26701,-59.42993164,35,250.0,67.60864258,-39.36767578,207.3974609,-62.37792969,12.05,215.1795095,12,,1.047212056,,,,,,15 mM,-59.3745256,Bielefeld,temporal,51.0,Rosie +OP220111,22112077.abf,S1_D2,8,22112S1_D2c8,D2,TTX,21.0,no,33.63027778,9.508328482,109.0676843,-60.87036133,30,50.0,82.04345703,-33.80126953,326.4160156,-69.58007813,23.25,220.6359687,17,,0.948149574,,,,,,15 mM,-60.79352325,Bielefeld,temporal,51.0,Rosie +OP220111,22112083.abf,S1_D2,4,22112S1_D2c2,D2,TTX,21.0,no,33.98666667,9.484461788,66.02868537,-69.10400391,26,250.0,77.25830078,-33.88671875,322.5097656,-64.20898438,11.05,188.9803758,19,,0.992485326,,,,,,15 mM,-69.08026917,Bielefeld,temporal,51.0,Rosie +OP220127,22128003.abf,S1,1,22128S1c1,D1,Ctrl,0.0,no,19.20166667,14.05305311,46.17085776,-53.58886719,6,500.0,63.98925781,-37.70141602,125.6103516,-42.96875,6.85,244.3332,manually_adj_inj,,1.380565863,,,,,0.0,15 mM,-55.93905533,Mitte,temporal,45.0,Rosie +OP220127,22128003.abf,S1,2,22128S1c2,D1,Ctrl,0.0,yes,19.20166667,14.2415657,133.988716,-78.52172852,39,150.0,89.75830078,-38.37280273,412.2314453,-84.10644531,14.75,104.8585,manually_adj_inj,,0.866369593,,,,,1.0,15 mM,-55.43099899,Mitte,temporal,45.0,Rosie +OP220127,22129039.abf,S1_D2,4,22128S1c2,D2,Ctrl,24.0,yes,43.83222222,24.31177946,87.45439608,-68.59741211,9,200.0,69.39086914,-38.17749023,213.3789063,-62.74414063,9.2,142.0221,tau and cap from -150,,1.028491636,,,,,25.0,15 mM,-60.5175528,Mitte,temporal,45.0,Rosie +OP220127,22128003.abf,S1,4,22128S1c4,D1,Ctrl,0.0,yes,19.20166667,8.466725682,48.84358909,-75.91552734,36,250.0,84.69848633,-39.24560547,350.0976563,-75.56152344,14.9,331.9124405,2,,0.970145828,,,,,2.0,15 mM,-61.85932907,Mitte,temporal,45.0,Rosie +OP220127,22129044.abf,S1_D2,5,22128S1c4,D2,Ctrl,24.0,yes,44.1275,9.749425824,48.43487491,-69.51904297,40,200.0,89.16015625,-37.73803711,422.3632813,-77.1484375,9.8,227.5878101,26,,0.976986885,,,,,26.0,15 mM,-61.6497551,Mitte,temporal,45.0,Rosie +OP220127,22128003.abf,S1,6,22128S1c6,D1,Ctrl,0.0,no,19.20166667,12.99175467,207.4835583,-79.52880859,42,50.0,85.87646484,-36.99951172,337.890625,-81.42089844,13.15,87.63457393,4,,0.923317588,,,,,4.0,15 mM,-61.53025314,Mitte,temporal,45.0,Rosie +OP220127,22128003.abf,S1,7,22128S1c7,D1,Ctrl,0.0,no,19.20166667,23.01910549,116.2851146,-77.15454102,29,50.0,82.62329102,-36.57836914,313.4765625,-79.71191406,21.6,193.6494665,5,,0.931722013,,,,,5.0,15 mM,-60.60171585,Mitte,temporal,45.0,Rosie +OP220127,22128015.abf,S2,1,22128S2c1,D1,TTX,0.0,no,20.765,7.566834418,37.89253519,-67.8527832,19,800.0,84.55200195,-34.80224609,390.0146484,-67.50488281,10.35,418.0141,manually_adj_inj,,1.019139291,,,,,6.0,15 mM,-68.17939911,Mitte,temporal,45.0,Rosie +OP220127,22128015.abf,S2,5,22128S2c5,D1,TTX,0.0,no,20.765,16.33300364,40.50569934,-60.14404297,5,900.0,74.68261719,-37.21313477,293.7011719,-90.45410156,6.05,353.3804,manually_adj_inj,,0.787689544,,,,,9.0,15 mM,-69.49935913,Mitte,temporal,45.0,Rosie +OP220127,22128015.abf,S2,6,22128S2c6,D1,TTX,0.0,yes,20.765,7.807692818,38.23174925,-75.0,27,350.0,93.76831055,-43.81103516,489.6240234,-126.7089844,10.05,375.0779043,10,,0.634774335,,,,,10.0,15 mM,-70.84277039,Mitte,temporal,45.0,Rosie +OP220127,22129059.abf,S2_D2,6,22128S2c6,D2,TTX,24.0,yes,46.36055556,11.25433813,32.36111316,-66.24145508,21,300.0,76.42211914,-41.60766602,314.3310547,-114.6240234,10.55,636.6526703,29,,0.638589762,,,,,29.0,15 mM,-61.0793013,Mitte,temporal,45.0,Rosie +OP220127,22128015.abf,S2,7,22128S2c7,D1,TTX,0.0,no,20.765,7.587496876,36.40393217,-68.02978516,22,500.0,78.29589844,-37.37792969,305.5419922,-92.7734375,9.6,324.3018557,11,,0.798225082,,,,,11.0,15 mM,-70.07893616,Mitte,temporal,45.0,Rosie +OP220127,22128015.abf,S2,8,22128S2c8,D1,TTX,0.0,no,20.765,13.17042505,56.99402302,-70.04394531,21,450.0,92.16918945,-40.86914063,483.1542969,-85.08300781,15.5,521.9979445,12,,0.959147462,,,,,12.0,15 mM,-71.35955261,Mitte,temporal,45.0,Rosie +OP220127,22128023.abf,S3,2,22128S3c2,D1,high K,0.0,no,22.49333333,10.5057559,54.99366521,-72.69897461,12,700.0,85.42480469,-35.18676758,407.1044922,-85.44921875,11.95,405.6398,manually_adj_inj,,0.88737641,,,,,14.0,15 mM,-69.28528931,Mitte,temporal,45.0,Rosie +OP220127,22128023.abf,S3,6,22128S3c6,D1,high K,0.0,yes,22.49333333,8.215774734,44.58214224,-75.46386719,28,400.0,85.64453125,-36.62719727,359.375,-92.89550781,12.2,361.1288166,17,,0.832365119,,,,,17.0,15 mM,-71.24718185,Mitte,temporal,45.0,Rosie +OP220127,22129084.abf,S3_D2,3,22128S3c6,D2,high K,24.0,yes,48.57888889,11.92603885,46.01566112,-72.58911133,21,200.0,77.734375,-31.39648438,311.7675781,-87.52441406,16.2,346.5023499,35,,0.792883928,,,,,35.0,15 mM,-59.70334335,Mitte,temporal,45.0,Rosie +OP220127,22128023.abf,S3,7,22128S3c7,D1,high K,0.0,no,22.49333333,9.593420684,78.66628856,-74.59106445,31,250.0,87.92114258,-37.12768555,344.3603516,-92.89550781,15.5,294.7788741,18,,0.863457534,,,,,18.0,15 mM,-70.70372269,Mitte,temporal,45.0,Rosie +OP220127,22128034.abf,S4,2,22128S4c2,D1,Ctrl,0.0,no,25.40166667,23.18824373,84.36887609,-73.42529297,27,150.0,80.13305664,-36.4440918,253.0517578,-73.2421875,21.75,305.7941,manually_adj_inj,,0.963487963,,,,,20.0,15 mM,-55.53948975,Mitte,temporal,45.0,Rosie +OP220127,22128034.abf,S4,4,22128S4c4,D1,Ctrl,0.0,yes,25.40166667,9.122283152,23.16715806,-67.68798828,19,500.0,53.13110352,-44.68383789,241.5771484,-64.69726563,0.15,14.93981763,21,,,,,,,21.0,15 mM,-57.97163834,Mitte,temporal,45.0,Rosie +OP220127,22129103.abf,S4_D2,3,22128S4c4,D2,Ctrl,24.0,yes,50.36333333,11.71369939,32.67054046,-69.85473633,12,250.0,78.03344727,-37.07885742,363.7695313,-92.16308594,18.35,496.9361983,manually_corrected,,0.785428949,,,,,6.0,15 mM,-59.20965195,Mitte,temporal,45.0,Rosie +OP220127,22128034.abf,S4,6,22128S4c6,D1,Ctrl,0.0,no,25.40166667,9.014809401,44.57714123,-65.44189453,20,350.0,82.84301758,-36.38916016,322.0214844,-76.171875,12.3,352.3132867,23,,1.008693053,,,,,23.0,15 mM,-60.32395508,Mitte,temporal,45.0,Rosie +OP220127,22128034.abf,S4,8,22128S4c8,D1,Ctrl,0.0,no,25.40166667,8.629636962,60.7298476,-69.59228516,10,500.0,77.1484375,-38.29345703,257.4462891,-68.72558594,5.05,206.0752179,24,,1.034459208,,,,,24.0,15 mM,-59.37089462,Mitte,temporal,45.0,Rosie +OP220127,22129052.abf,S1_D2,8,22129S1_D2c8,D2,Ctrl,24.0,no,44.59944444,29.15487595,244.3463877,-71.60644531,38,50.0,82.00683594,-36.86523438,290.4052734,-84.59472656,12.8,81.71252679,28,,0.92558657,,,,,28.0,15 mM,-59.94002472,Mitte,temporal,45.0,Rosie +OP220127,22129063.abf,S2_D2,4,22129S2_D2c4,D2,TTX,24.0,no,46.64972222,9.341780506,43.28359964,-55.71899414,26,500.0,70.79467773,-34.46655273,316.1621094,-49.19433594,7.15,270.8568786,30,,1.102941,,,,,30.0,15 mM,-60.70385468,Mitte,temporal,45.0,Rosie +OP220127,22129068.abf,S2_D2,5,22129S2_D2c5,D2,TTX,24.0,no,46.79444444,9.807291152,53.63303274,-66.90673828,30,150.0,77.74047852,-35.9375,347.65625,-69.82421875,11.4,227.3616555,31,,0.923104978,,,,,31.0,15 mM,-61.29355057,Mitte,temporal,45.0,Rosie +OP220127,22129073.abf,S2_D2,7,22129S2_D2c7,D2,TTX,24.0,no,47.00861111,20.03880574,102.5905442,-67.35839844,30,100.0,82.51342773,-35.14404297,363.1591797,-75.31738281,13.8,167.3569208,32,,0.889146464,,,,,32.0,15 mM,-61.52571472,Mitte,temporal,45.0,Rosie +OP220127,22129073.abf,S2_D2,8,22129S2_D2c8,D2,TTX,24.0,no,47.00861111,9.003465897,48.65744516,-65.02075195,24,250.0,79.90722656,-32.98339844,360.1074219,-75.07324219,14.1,323.0970629,33,,0.874637044,,,,,33.0,15 mM,-61.22446808,Mitte,temporal,45.0,Rosie +OP220127,22129092.abf,S3_D2,5,22129S3_D2c5,D2,high K,24.0,no,49.07583333,7.44178551,38.08705558,-75.97045898,10,350.0,69.56787109,-28.34472656,245.3613281,-81.54296875,13.4,366.5202003,36,,0.802176132,,,,,36.0,15 mM,-60.42506363,Mitte,temporal,45.0,Rosie +OP220127,22129092.abf,S3_D2,7,22129S3_D2c7,D2,high K,24.0,no,49.07583333,15.41208792,105.7811294,-45.21484375,7,300.0,61.34033203,-35.8581543,314.8193359,-187.1337891,3.75,53.03409581,37,,0.386361075,,,,,37.0,15 mM,-62.37806992,Mitte,temporal,45.0,Rosie +OP220127,22129107.abf,S4_D2,7,22129S4_D2c7,D2,Ctrl,24.0,no,50.68444,14.06382,35.75114,-68.0298,20,600.0,85.9436,-37.5488,422.8516,-71.6553,9.45,452.7158,42,,1.011375398,,,,,41.0,15 mM,-68.00325806,Mitte,temporal,45.0,Rosie +OP220127,22129107.abf,S4_D2,8,22129S4_D2c8,D2,Ctrl,24.0,no,50.68444,9.702294,63.53383,-70.5017,27,300.0,85.02808,-34.5764,428.9551,-80.5664,11.45,247.8161,43,,0.893786474,,,,,42.0,15 mM,-70.48185379,Mitte,temporal,45.0,Rosie +OP220120,22121005.abf,S1,8,22121S1c8,D1,Ctrl,0.0,yes,23.69722222,16.700897,127.932848,-65.31982422,37,150.0,80.71899414,-38.97094727,226.8066406,-87.03613281,18.65,241.5506719,,,0.882391202,,,,,,15 mM,-64.48043945,Bielefeld,temporal,50.0,Rosie +OP220120,22122026.abf,S1_D2,2,22121S1c8,D2,Ctrl,23.0,yes,46.4225,21.56228136,116.147612,-76.62963867,31,100.0,89.47753906,-39.48974609,361.9384766,-96.43554688,31.95,234.7394,,,0.871826381,,,,inj_fix,,15 mM,-52.44422913,Bielefeld,temporal,50.0,Rosie diff --git a/exercises/tabular_split_apply_combine/split_apply_combine.ipynb b/exercises/tabular_split_apply_combine/split_apply_combine.ipynb new file mode 100644 index 0000000..baf6d01 --- /dev/null +++ b/exercises/tabular_split_apply_combine/split_apply_combine.ipynb @@ -0,0 +1,446 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "6f634238", + "metadata": {}, + "source": [ + "# Exercise: Compute summary statistics for the neural data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "8f9bc8b1", + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "\n", + "# Set some Pandas options: maximum number of rows/columns it's going to display\n", + "pd.set_option('display.max_rows', 1000)\n", + "pd.set_option('display.max_columns', 100)" + ] + }, + { + "cell_type": "markdown", + "id": "141ca000", + "metadata": {}, + "source": [ + "# Load the processed neural data" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "d2dfebd3", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('processed_QC_passed_2024-07-04_collected_v1.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "09554c84", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(659, 35)" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "df95a10b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPfilenameslicecell_chcell_IDdaytreatmenthrs_incubationrepatchhrs_after_OPRsRinresting_potentialmax_spikesRheobaseAP_heigthTHmax_depolmax_repolmembra_time_constant_taucapacitancecommentsrheo_rampAP_halfwidthRheobse_rampUnnamed: 27rheos_rampcommenthigh K concentrationRMP_from_chartissue_sourceareapatient_agepatcher
        0OP23042023420003.abfS1123420S1c1D1TTX0.0no10.4163896.67564339.025301-74.28588924200.080.749512-35.278320336.181641-60.79101619.40510.6017670753.3801131.151009NaNNaNNaNNaNNaN8 mM-61.828554Bielefeldtemporal13.0Verji
        1OP23042023420003.abfS1323420S1c3D1TTX0.0no10.4163897.86717448.728367-69.57397526300.078.448486-32.043457350.097656-67.13867217.30393.3979181585.1028371.006321NaNNaNNaNNaNNaN8 mM-60.460298Bielefeldtemporal13.0Verji
        2OP23042023420003.abfS1623420S1c6D1TTX0.0no10.4163898.82013435.971082-54.95605522300.076.660156-29.827881270.629883-52.24609414.85426.0987743173.9157971.266335NaNNaNNaNNaNNaN8 mM-59.615979Bielefeldtemporal13.0Verji
        3OP23042023420003.abfS1823420S1c8D1TTX0.0yes10.4163896.00040031.599917-70.55053722350.081.011963-33.068848309.448242-61.40136716.65575.5139245786.9278981.182830NaNNaNNaNNaNNaN8 mM-60.956350Bielefeldtemporal13.0Verji
        4OP23042023420061.abfS1_D2823420S1c8D2TTX19.0yes29.6333338.27161430.607259-70.74585011300.048.883057-20.855713100.952148-27.46582013.25864.89243029565.9388651.504127NaNNaNNaNNaNNaN8 mM-61.283967Bielefeldtemporal13.0Verji
        \n", + "
        " + ], + "text/plain": [ + " OP filename slice cell_ch cell_ID day treatment \\\n", + "0 OP230420 23420003.abf S1 1 23420S1c1 D1 TTX \n", + "1 OP230420 23420003.abf S1 3 23420S1c3 D1 TTX \n", + "2 OP230420 23420003.abf S1 6 23420S1c6 D1 TTX \n", + "3 OP230420 23420003.abf S1 8 23420S1c8 D1 TTX \n", + "4 OP230420 23420061.abf S1_D2 8 23420S1c8 D2 TTX \n", + "\n", + " hrs_incubation repatch hrs_after_OP Rs Rin \\\n", + "0 0.0 no 10.416389 6.675643 39.025301 \n", + "1 0.0 no 10.416389 7.867174 48.728367 \n", + "2 0.0 no 10.416389 8.820134 35.971082 \n", + "3 0.0 yes 10.416389 6.000400 31.599917 \n", + "4 19.0 yes 29.633333 8.271614 30.607259 \n", + "\n", + " resting_potential max_spikes Rheobase AP_heigth TH max_depol \\\n", + "0 -74.285889 24 200.0 80.749512 -35.278320 336.181641 \n", + "1 -69.573975 26 300.0 78.448486 -32.043457 350.097656 \n", + "2 -54.956055 22 300.0 76.660156 -29.827881 270.629883 \n", + "3 -70.550537 22 350.0 81.011963 -33.068848 309.448242 \n", + "4 -70.745850 1 1300.0 48.883057 -20.855713 100.952148 \n", + "\n", + " max_repol membra_time_constant_tau capacitance comments rheo_ramp \\\n", + "0 -60.791016 19.40 510.601767 0 753.380113 \n", + "1 -67.138672 17.30 393.397918 1 585.102837 \n", + "2 -52.246094 14.85 426.098774 3 173.915797 \n", + "3 -61.401367 16.65 575.513924 5 786.927898 \n", + "4 -27.465820 13.25 864.892430 29 565.938865 \n", + "\n", + " AP_halfwidth Rheobse_ramp Unnamed: 27 rheos_ramp comment \\\n", + "0 1.151009 NaN NaN NaN NaN NaN \n", + "1 1.006321 NaN NaN NaN NaN NaN \n", + "2 1.266335 NaN NaN NaN NaN NaN \n", + "3 1.182830 NaN NaN NaN NaN NaN \n", + "4 1.504127 NaN NaN NaN NaN NaN \n", + "\n", + " high K concentration RMP_from_char tissue_source area patient_age \\\n", + "0 8 mM -61.828554 Bielefeld temporal 13.0 \n", + "1 8 mM -60.460298 Bielefeld temporal 13.0 \n", + "2 8 mM -59.615979 Bielefeld temporal 13.0 \n", + "3 8 mM -60.956350 Bielefeld temporal 13.0 \n", + "4 8 mM -61.283967 Bielefeld temporal 13.0 \n", + "\n", + " patcher \n", + "0 Verji \n", + "1 Verji \n", + "2 Verji \n", + "3 Verji \n", + "4 Verji " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "markdown", + "id": "0b4f6091", + "metadata": {}, + "source": [ + "# 1. Does capacitance change with age?\n", + "\n", + "* Compute the capacitance by patient age, and plot it\n", + "* Does it change with age? (eyeballing is enough)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bb796266", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "1940d3fe", + "metadata": {}, + "source": [ + "# 2. Spiking threshold after potassium incubation\n", + "\n", + "1. Does the spiking threshold (TH) change between Day 1 and Day 2?\n", + "2. Does this result depend on the treatment?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dd5023cd", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/tabular_split_apply_combine/split_apply_combine_solution.ipynb b/exercises/tabular_split_apply_combine/split_apply_combine_solution.ipynb new file mode 100644 index 0000000..0ccbf53 --- /dev/null +++ b/exercises/tabular_split_apply_combine/split_apply_combine_solution.ipynb @@ -0,0 +1,684 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "6f6aa857", + "metadata": {}, + "source": [ + "# Exercise: Compute summary statistics for the neural data" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "8f9bc8b1", + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "\n", + "# Set some Pandas options: maximum number of rows/columns it's going to display\n", + "pd.set_option('display.max_rows', 1000)\n", + "pd.set_option('display.max_columns', 100)" + ] + }, + { + "cell_type": "markdown", + "id": "1be11d54", + "metadata": {}, + "source": [ + "# Load the processed neural data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "d2dfebd3", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('processed_QC_passed_2024-07-04_collected_v1.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "09554c84", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(659, 35)" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "df95a10b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPfilenameslicecell_chcell_IDdaytreatmenthrs_incubationrepatchhrs_after_OPRsRinresting_potentialmax_spikesRheobaseAP_heigthTHmax_depolmax_repolmembra_time_constant_taucapacitancecommentsrheo_rampAP_halfwidthRheobse_rampUnnamed: 27rheos_rampcommenthigh K concentrationRMP_from_chartissue_sourceareapatient_agepatcher
        0OP23042023420003.abfS1123420S1c1D1TTX0.0no10.4163896.67564339.025301-74.28588924200.080.749512-35.278320336.181641-60.79101619.40510.6017670753.3801131.151009NaNNaNNaNNaNNaN8 mM-61.828554Bielefeldtemporal13.0Verji
        1OP23042023420003.abfS1323420S1c3D1TTX0.0no10.4163897.86717448.728367-69.57397526300.078.448486-32.043457350.097656-67.13867217.30393.3979181585.1028371.006321NaNNaNNaNNaNNaN8 mM-60.460298Bielefeldtemporal13.0Verji
        2OP23042023420003.abfS1623420S1c6D1TTX0.0no10.4163898.82013435.971082-54.95605522300.076.660156-29.827881270.629883-52.24609414.85426.0987743173.9157971.266335NaNNaNNaNNaNNaN8 mM-59.615979Bielefeldtemporal13.0Verji
        3OP23042023420003.abfS1823420S1c8D1TTX0.0yes10.4163896.00040031.599917-70.55053722350.081.011963-33.068848309.448242-61.40136716.65575.5139245786.9278981.182830NaNNaNNaNNaNNaN8 mM-60.956350Bielefeldtemporal13.0Verji
        4OP23042023420061.abfS1_D2823420S1c8D2TTX19.0yes29.6333338.27161430.607259-70.74585011300.048.883057-20.855713100.952148-27.46582013.25864.89243029565.9388651.504127NaNNaNNaNNaNNaN8 mM-61.283967Bielefeldtemporal13.0Verji
        \n", + "
        " + ], + "text/plain": [ + " OP filename slice cell_ch cell_ID day treatment \\\n", + "0 OP230420 23420003.abf S1 1 23420S1c1 D1 TTX \n", + "1 OP230420 23420003.abf S1 3 23420S1c3 D1 TTX \n", + "2 OP230420 23420003.abf S1 6 23420S1c6 D1 TTX \n", + "3 OP230420 23420003.abf S1 8 23420S1c8 D1 TTX \n", + "4 OP230420 23420061.abf S1_D2 8 23420S1c8 D2 TTX \n", + "\n", + " hrs_incubation repatch hrs_after_OP Rs Rin \\\n", + "0 0.0 no 10.416389 6.675643 39.025301 \n", + "1 0.0 no 10.416389 7.867174 48.728367 \n", + "2 0.0 no 10.416389 8.820134 35.971082 \n", + "3 0.0 yes 10.416389 6.000400 31.599917 \n", + "4 19.0 yes 29.633333 8.271614 30.607259 \n", + "\n", + " resting_potential max_spikes Rheobase AP_heigth TH max_depol \\\n", + "0 -74.285889 24 200.0 80.749512 -35.278320 336.181641 \n", + "1 -69.573975 26 300.0 78.448486 -32.043457 350.097656 \n", + "2 -54.956055 22 300.0 76.660156 -29.827881 270.629883 \n", + "3 -70.550537 22 350.0 81.011963 -33.068848 309.448242 \n", + "4 -70.745850 1 1300.0 48.883057 -20.855713 100.952148 \n", + "\n", + " max_repol membra_time_constant_tau capacitance comments rheo_ramp \\\n", + "0 -60.791016 19.40 510.601767 0 753.380113 \n", + "1 -67.138672 17.30 393.397918 1 585.102837 \n", + "2 -52.246094 14.85 426.098774 3 173.915797 \n", + "3 -61.401367 16.65 575.513924 5 786.927898 \n", + "4 -27.465820 13.25 864.892430 29 565.938865 \n", + "\n", + " AP_halfwidth Rheobse_ramp Unnamed: 27 rheos_ramp comment \\\n", + "0 1.151009 NaN NaN NaN NaN NaN \n", + "1 1.006321 NaN NaN NaN NaN NaN \n", + "2 1.266335 NaN NaN NaN NaN NaN \n", + "3 1.182830 NaN NaN NaN NaN NaN \n", + "4 1.504127 NaN NaN NaN NaN NaN \n", + "\n", + " high K concentration RMP_from_char tissue_source area patient_age \\\n", + "0 8 mM -61.828554 Bielefeld temporal 13.0 \n", + "1 8 mM -60.460298 Bielefeld temporal 13.0 \n", + "2 8 mM -59.615979 Bielefeld temporal 13.0 \n", + "3 8 mM -60.956350 Bielefeld temporal 13.0 \n", + "4 8 mM -61.283967 Bielefeld temporal 13.0 \n", + "\n", + " patcher \n", + "0 Verji \n", + "1 Verji \n", + "2 Verji \n", + "3 Verji \n", + "4 Verji " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "markdown", + "id": "0b4f6091", + "metadata": {}, + "source": [ + "# 1. Does capacitance change with age?\n", + "\n", + "* Compute the capacitance by patient age, and plot it\n", + "* Does it change with age? (eyeballing is enough)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "00bb9eb1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
        " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df.groupby('patient_age')['capacitance'].mean().plot(ls='', marker='.')" + ] + }, + { + "cell_type": "markdown", + "id": "1940d3fe", + "metadata": {}, + "source": [ + "# 2. Spiking threshold after potassium incubation\n", + "\n", + "1. Does the spiking threshold (TH) change between Day 1 and Day 2?\n", + "2. Does this result depend on the treatment?" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "8175fc1c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "day\n", + "D1 -37.276805\n", + "D2 -33.039838\n", + "Name: TH, dtype: float64" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.groupby('day')['TH'].mean()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "fc34eecb", + "metadata": {}, + "outputs": [], + "source": [ + "th_per_treatment_and_day = df.pivot_table(index='treatment', columns='day', values='TH', aggfunc='mean')" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "05761273", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        dayD1D2
        treatment
        Ctrl-37.865372-35.751658
        TTX-36.852170-30.008780
        high K-36.926069-33.162092
        wash in high KNaN-35.791016
        \n", + "
        " + ], + "text/plain": [ + "day D1 D2\n", + "treatment \n", + "Ctrl -37.865372 -35.751658\n", + "TTX -36.852170 -30.008780\n", + "high K -36.926069 -33.162092\n", + "wash in high K NaN -35.791016" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "th_per_treatment_and_day" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "95fabcd9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        meanstd
        dayD1D2D1D2
        treatment
        Ctrl-37.865372-35.7516584.2601405.459102
        TTX-36.852170-30.0087805.4065696.577182
        high K-36.926069-33.1620923.9662944.479648
        wash in high KNaN-35.791016NaN1.009906
        \n", + "
        " + ], + "text/plain": [ + " mean std \n", + "day D1 D2 D1 D2\n", + "treatment \n", + "Ctrl -37.865372 -35.751658 4.260140 5.459102\n", + "TTX -36.852170 -30.008780 5.406569 6.577182\n", + "high K -36.926069 -33.162092 3.966294 4.479648\n", + "wash in high K NaN -35.791016 NaN 1.009906" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "th_per_treatment_and_day = df.pivot_table(index='treatment', columns='day', values='TH', aggfunc=['mean', 'std'])\n", + "th_per_treatment_and_day" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dd5023cd", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/tabular_tidy_data/.DS_Store b/exercises/tabular_tidy_data/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..5008ddfcf53c02e82d7eee2e57c38e5672ef89f6 GIT binary patch literal 6148 zcmeH~Jr2S!425mzP>H1@V-^m;4Wg<&0T*E43hX&L&p$$qDprKhvt+--jT7}7np#A3 zem<@ulZcFPQ@L2!n>{z**++&mCkOWA81W14cNZlEfg7;MkzE(HCqgga^y>{tEnwC%0;vJ&^%eQ zLs35+`xjp>T0\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyearsp_m_014sp_m_1524sp_m_2534sp_m_3544sp_m_4554sp_m_5564sp_m_65sp_f_014sp_f_1524sp_f_2534sp_f_3544sp_f_4554sp_f_5564sp_f_65
        rownames
        2379France200413.0109.0222.0220.0200.0138.0216.011.096.0116.082.053.034.0171.0
        2376France200110.0124.0230.0260.0205.0119.0211.017.0131.0132.0102.063.040.0183.0
        1691Cote d'Ivoire2000NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
        4113Mexico200486.01053.01276.01181.01201.0958.01209.0102.0760.0649.0693.0695.0626.0725.0
        270Antigua and Barbuda20110.00.01.01.03.01.01.00.01.00.00.00.00.00.0
        2147El Salvador20105.0101.0170.096.077.062.0101.06.063.065.049.058.051.068.0
        7197Zambia2004209.01498.03963.02262.0968.0313.0324.0247.01811.02961.01646.0608.0245.0192.0
        3737Lithuania20021.024.095.0176.0142.088.059.00.030.059.045.032.018.052.0
        3532Lao People's Democratic Republic200110.081.0137.0176.0219.0186.0164.06.051.099.0121.0138.0104.071.0
        5830Slovakia20120.02.09.017.020.012.07.00.02.03.04.06.01.013.0
        \n", + "" + ], + "text/plain": [ + " country year sp_m_014 sp_m_1524 \\\n", + "rownames \n", + "2379 France 2004 13.0 109.0 \n", + "2376 France 2001 10.0 124.0 \n", + "1691 Cote d'Ivoire 2000 NaN NaN \n", + "4113 Mexico 2004 86.0 1053.0 \n", + "270 Antigua and Barbuda 2011 0.0 0.0 \n", + "2147 El Salvador 2010 5.0 101.0 \n", + "7197 Zambia 2004 209.0 1498.0 \n", + "3737 Lithuania 2002 1.0 24.0 \n", + "3532 Lao People's Democratic Republic 2001 10.0 81.0 \n", + "5830 Slovakia 2012 0.0 2.0 \n", + "\n", + " sp_m_2534 sp_m_3544 sp_m_4554 sp_m_5564 sp_m_65 sp_f_014 \\\n", + "rownames \n", + "2379 222.0 220.0 200.0 138.0 216.0 11.0 \n", + "2376 230.0 260.0 205.0 119.0 211.0 17.0 \n", + "1691 NaN NaN NaN NaN NaN NaN \n", + "4113 1276.0 1181.0 1201.0 958.0 1209.0 102.0 \n", + "270 1.0 1.0 3.0 1.0 1.0 0.0 \n", + "2147 170.0 96.0 77.0 62.0 101.0 6.0 \n", + "7197 3963.0 2262.0 968.0 313.0 324.0 247.0 \n", + "3737 95.0 176.0 142.0 88.0 59.0 0.0 \n", + "3532 137.0 176.0 219.0 186.0 164.0 6.0 \n", + "5830 9.0 17.0 20.0 12.0 7.0 0.0 \n", + "\n", + " sp_f_1524 sp_f_2534 sp_f_3544 sp_f_4554 sp_f_5564 sp_f_65 \n", + "rownames \n", + "2379 96.0 116.0 82.0 53.0 34.0 171.0 \n", + "2376 131.0 132.0 102.0 63.0 40.0 183.0 \n", + "1691 NaN NaN NaN NaN NaN NaN \n", + "4113 760.0 649.0 693.0 695.0 626.0 725.0 \n", + "270 1.0 0.0 0.0 0.0 0.0 0.0 \n", + "2147 63.0 65.0 49.0 58.0 51.0 68.0 \n", + "7197 1811.0 2961.0 1646.0 608.0 245.0 192.0 \n", + "3737 30.0 59.0 45.0 32.0 18.0 52.0 \n", + "3532 51.0 99.0 121.0 138.0 104.0 71.0 \n", + "5830 2.0 3.0 4.0 6.0 1.0 13.0 " + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw.sample(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "6e8b1d89", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyearsp_m_014sp_m_1524sp_m_2534sp_m_3544sp_m_4554sp_m_5564sp_m_65sp_f_014sp_f_1524sp_f_2534sp_f_3544sp_f_4554sp_f_5564sp_f_65
        rownames
        191Angola2000186.0999.01003.0912.0482.0312.0194.0247.01142.01091.0844.0417.0200.0120.0
        192Angola2001230.0892.0752.0648.0420.0197.0173.0279.0993.0869.0647.0323.0200.0182.0
        193Angola2002435.02223.02292.01915.01187.0624.0444.0640.02610.02208.01600.0972.0533.0305.0
        194Angola2003409.02355.02598.01908.01090.0512.0361.0591.03078.02641.01747.01157.0395.0129.0
        195Angola2004554.02684.02659.01998.01196.0561.0321.0733.03198.02772.01854.01029.0505.0269.0
        196Angola2005520.02549.02797.01918.01255.0665.0461.0704.02926.02682.01797.01138.0581.0417.0
        197Angola2006540.02632.03049.02182.01397.0729.0428.0689.02851.02892.01990.01223.0583.0314.0
        198Angola2007484.02824.03197.02255.01357.0699.0465.0703.02943.02721.01812.01041.0554.0367.0
        199Angola2008367.02970.03493.02418.01480.0733.0420.0512.03199.02786.02082.01209.0556.0337.0
        200Angola2009392.03054.03600.02420.01590.0748.0463.0568.03152.02798.01790.01069.0572.0272.0
        201Angola2010448.02900.03584.02415.01424.0691.0355.0558.02763.02594.01688.0958.0482.0286.0
        202Angola2011501.03000.03792.02386.01395.0680.0455.0708.02731.02563.01683.01006.0457.0346.0
        203Angola2012390.02804.03627.02529.01427.0732.0424.0592.02501.02540.01617.01028.0529.0384.0
        \n", + "
        " + ], + "text/plain": [ + " country year sp_m_014 sp_m_1524 sp_m_2534 sp_m_3544 sp_m_4554 \\\n", + "rownames \n", + "191 Angola 2000 186.0 999.0 1003.0 912.0 482.0 \n", + "192 Angola 2001 230.0 892.0 752.0 648.0 420.0 \n", + "193 Angola 2002 435.0 2223.0 2292.0 1915.0 1187.0 \n", + "194 Angola 2003 409.0 2355.0 2598.0 1908.0 1090.0 \n", + "195 Angola 2004 554.0 2684.0 2659.0 1998.0 1196.0 \n", + "196 Angola 2005 520.0 2549.0 2797.0 1918.0 1255.0 \n", + "197 Angola 2006 540.0 2632.0 3049.0 2182.0 1397.0 \n", + "198 Angola 2007 484.0 2824.0 3197.0 2255.0 1357.0 \n", + "199 Angola 2008 367.0 2970.0 3493.0 2418.0 1480.0 \n", + "200 Angola 2009 392.0 3054.0 3600.0 2420.0 1590.0 \n", + "201 Angola 2010 448.0 2900.0 3584.0 2415.0 1424.0 \n", + "202 Angola 2011 501.0 3000.0 3792.0 2386.0 1395.0 \n", + "203 Angola 2012 390.0 2804.0 3627.0 2529.0 1427.0 \n", + "\n", + " sp_m_5564 sp_m_65 sp_f_014 sp_f_1524 sp_f_2534 sp_f_3544 \\\n", + "rownames \n", + "191 312.0 194.0 247.0 1142.0 1091.0 844.0 \n", + "192 197.0 173.0 279.0 993.0 869.0 647.0 \n", + "193 624.0 444.0 640.0 2610.0 2208.0 1600.0 \n", + "194 512.0 361.0 591.0 3078.0 2641.0 1747.0 \n", + "195 561.0 321.0 733.0 3198.0 2772.0 1854.0 \n", + "196 665.0 461.0 704.0 2926.0 2682.0 1797.0 \n", + "197 729.0 428.0 689.0 2851.0 2892.0 1990.0 \n", + "198 699.0 465.0 703.0 2943.0 2721.0 1812.0 \n", + "199 733.0 420.0 512.0 3199.0 2786.0 2082.0 \n", + "200 748.0 463.0 568.0 3152.0 2798.0 1790.0 \n", + "201 691.0 355.0 558.0 2763.0 2594.0 1688.0 \n", + "202 680.0 455.0 708.0 2731.0 2563.0 1683.0 \n", + "203 732.0 424.0 592.0 2501.0 2540.0 1617.0 \n", + "\n", + " sp_f_4554 sp_f_5564 sp_f_65 \n", + "rownames \n", + "191 417.0 200.0 120.0 \n", + "192 323.0 200.0 182.0 \n", + "193 972.0 533.0 305.0 \n", + "194 1157.0 395.0 129.0 \n", + "195 1029.0 505.0 269.0 \n", + "196 1138.0 581.0 417.0 \n", + "197 1223.0 583.0 314.0 \n", + "198 1041.0 554.0 367.0 \n", + "199 1209.0 556.0 337.0 \n", + "200 1069.0 572.0 272.0 \n", + "201 958.0 482.0 286.0 \n", + "202 1006.0 457.0 346.0 \n", + "203 1028.0 529.0 384.0 " + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw[tb_raw['country'] == 'Angola']" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "116c47ad", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['country', 'year', 'sp_m_014', 'sp_m_1524', 'sp_m_2534', 'sp_m_3544',\n", + " 'sp_m_4554', 'sp_m_5564', 'sp_m_65', 'sp_f_014', 'sp_f_1524',\n", + " 'sp_f_2534', 'sp_f_3544', 'sp_f_4554', 'sp_f_5564', 'sp_f_65',\n", + " 'sn_m_014', 'sn_m_1524', 'sn_m_2534', 'sn_m_3544', 'sn_m_4554',\n", + " 'sn_m_5564', 'sn_m_65', 'sn_f_014', 'sn_f_1524', 'sn_f_2534',\n", + " 'sn_f_3544', 'sn_f_4554', 'sn_f_5564', 'sn_f_65', 'ep_m_014',\n", + " 'ep_m_1524', 'ep_m_2534', 'ep_m_3544', 'ep_m_4554', 'ep_m_5564',\n", + " 'ep_m_65', 'ep_f_014', 'ep_f_1524', 'ep_f_2534', 'ep_f_3544',\n", + " 'ep_f_4554', 'ep_f_5564', 'ep_f_65', 'rel_m_014', 'rel_m_1524',\n", + " 'rel_m_2534', 'rel_m_3544', 'rel_m_4554', 'rel_m_5564', 'rel_m_65',\n", + " 'rel_f_014', 'rel_f_1524', 'rel_f_2534', 'rel_f_3544', 'rel_f_4554',\n", + " 'rel_f_5564', 'rel_f_65'],\n", + " dtype='object')" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "4b249905", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyearvariablecases
        65Angola2000sp_m_014186.0
        66Angola2001sp_m_014230.0
        67Angola2002sp_m_014435.0
        68Angola2003sp_m_014409.0
        69Angola2004sp_m_014554.0
        70Angola2005sp_m_014520.0
        71Angola2006sp_m_014540.0
        72Angola2007sp_m_014484.0
        73Angola2008sp_m_014367.0
        74Angola2009sp_m_014392.0
        75Angola2010sp_m_014448.0
        76Angola2011sp_m_014501.0
        77Angola2012sp_m_014390.0
        2848Angola2000sp_m_1524999.0
        2849Angola2001sp_m_1524892.0
        2850Angola2002sp_m_15242223.0
        2851Angola2003sp_m_15242355.0
        2852Angola2004sp_m_15242684.0
        2853Angola2005sp_m_15242549.0
        2854Angola2006sp_m_15242632.0
        2855Angola2007sp_m_15242824.0
        2856Angola2008sp_m_15242970.0
        2857Angola2009sp_m_15243054.0
        2858Angola2010sp_m_15242900.0
        2859Angola2011sp_m_15243000.0
        2860Angola2012sp_m_15242804.0
        5631Angola2000sp_m_25341003.0
        5632Angola2001sp_m_2534752.0
        5633Angola2002sp_m_25342292.0
        5634Angola2003sp_m_25342598.0
        5635Angola2004sp_m_25342659.0
        5636Angola2005sp_m_25342797.0
        5637Angola2006sp_m_25343049.0
        5638Angola2007sp_m_25343197.0
        5639Angola2008sp_m_25343493.0
        5640Angola2009sp_m_25343600.0
        5641Angola2010sp_m_25343584.0
        5642Angola2011sp_m_25343792.0
        5643Angola2012sp_m_25343627.0
        8414Angola2000sp_m_3544912.0
        8415Angola2001sp_m_3544648.0
        8416Angola2002sp_m_35441915.0
        8417Angola2003sp_m_35441908.0
        8418Angola2004sp_m_35441998.0
        8419Angola2005sp_m_35441918.0
        8420Angola2006sp_m_35442182.0
        8421Angola2007sp_m_35442255.0
        8422Angola2008sp_m_35442418.0
        8423Angola2009sp_m_35442420.0
        8424Angola2010sp_m_35442415.0
        8425Angola2011sp_m_35442386.0
        8426Angola2012sp_m_35442529.0
        11197Angola2000sp_m_4554482.0
        11198Angola2001sp_m_4554420.0
        11199Angola2002sp_m_45541187.0
        11200Angola2003sp_m_45541090.0
        11201Angola2004sp_m_45541196.0
        11202Angola2005sp_m_45541255.0
        11203Angola2006sp_m_45541397.0
        11204Angola2007sp_m_45541357.0
        11205Angola2008sp_m_45541480.0
        11206Angola2009sp_m_45541590.0
        11207Angola2010sp_m_45541424.0
        11208Angola2011sp_m_45541395.0
        11209Angola2012sp_m_45541427.0
        13980Angola2000sp_m_5564312.0
        13981Angola2001sp_m_5564197.0
        13982Angola2002sp_m_5564624.0
        13983Angola2003sp_m_5564512.0
        13984Angola2004sp_m_5564561.0
        13985Angola2005sp_m_5564665.0
        13986Angola2006sp_m_5564729.0
        13987Angola2007sp_m_5564699.0
        13988Angola2008sp_m_5564733.0
        13989Angola2009sp_m_5564748.0
        13990Angola2010sp_m_5564691.0
        13991Angola2011sp_m_5564680.0
        13992Angola2012sp_m_5564732.0
        16763Angola2000sp_m_65194.0
        16764Angola2001sp_m_65173.0
        16765Angola2002sp_m_65444.0
        16766Angola2003sp_m_65361.0
        16767Angola2004sp_m_65321.0
        16768Angola2005sp_m_65461.0
        16769Angola2006sp_m_65428.0
        16770Angola2007sp_m_65465.0
        16771Angola2008sp_m_65420.0
        16772Angola2009sp_m_65463.0
        16773Angola2010sp_m_65355.0
        16774Angola2011sp_m_65455.0
        16775Angola2012sp_m_65424.0
        19546Angola2000sp_f_014247.0
        19547Angola2001sp_f_014279.0
        19548Angola2002sp_f_014640.0
        19549Angola2003sp_f_014591.0
        19550Angola2004sp_f_014733.0
        19551Angola2005sp_f_014704.0
        19552Angola2006sp_f_014689.0
        19553Angola2007sp_f_014703.0
        19554Angola2008sp_f_014512.0
        19555Angola2009sp_f_014568.0
        19556Angola2010sp_f_014558.0
        19557Angola2011sp_f_014708.0
        19558Angola2012sp_f_014592.0
        22329Angola2000sp_f_15241142.0
        22330Angola2001sp_f_1524993.0
        22331Angola2002sp_f_15242610.0
        22332Angola2003sp_f_15243078.0
        22333Angola2004sp_f_15243198.0
        22334Angola2005sp_f_15242926.0
        22335Angola2006sp_f_15242851.0
        22336Angola2007sp_f_15242943.0
        22337Angola2008sp_f_15243199.0
        22338Angola2009sp_f_15243152.0
        22339Angola2010sp_f_15242763.0
        22340Angola2011sp_f_15242731.0
        22341Angola2012sp_f_15242501.0
        25112Angola2000sp_f_25341091.0
        25113Angola2001sp_f_2534869.0
        25114Angola2002sp_f_25342208.0
        25115Angola2003sp_f_25342641.0
        25116Angola2004sp_f_25342772.0
        25117Angola2005sp_f_25342682.0
        25118Angola2006sp_f_25342892.0
        25119Angola2007sp_f_25342721.0
        25120Angola2008sp_f_25342786.0
        25121Angola2009sp_f_25342798.0
        25122Angola2010sp_f_25342594.0
        25123Angola2011sp_f_25342563.0
        25124Angola2012sp_f_25342540.0
        27895Angola2000sp_f_3544844.0
        27896Angola2001sp_f_3544647.0
        27897Angola2002sp_f_35441600.0
        27898Angola2003sp_f_35441747.0
        27899Angola2004sp_f_35441854.0
        27900Angola2005sp_f_35441797.0
        27901Angola2006sp_f_35441990.0
        27902Angola2007sp_f_35441812.0
        27903Angola2008sp_f_35442082.0
        27904Angola2009sp_f_35441790.0
        27905Angola2010sp_f_35441688.0
        27906Angola2011sp_f_35441683.0
        27907Angola2012sp_f_35441617.0
        30678Angola2000sp_f_4554417.0
        30679Angola2001sp_f_4554323.0
        30680Angola2002sp_f_4554972.0
        30681Angola2003sp_f_45541157.0
        30682Angola2004sp_f_45541029.0
        30683Angola2005sp_f_45541138.0
        30684Angola2006sp_f_45541223.0
        30685Angola2007sp_f_45541041.0
        30686Angola2008sp_f_45541209.0
        30687Angola2009sp_f_45541069.0
        30688Angola2010sp_f_4554958.0
        30689Angola2011sp_f_45541006.0
        30690Angola2012sp_f_45541028.0
        33461Angola2000sp_f_5564200.0
        33462Angola2001sp_f_5564200.0
        33463Angola2002sp_f_5564533.0
        33464Angola2003sp_f_5564395.0
        33465Angola2004sp_f_5564505.0
        33466Angola2005sp_f_5564581.0
        33467Angola2006sp_f_5564583.0
        33468Angola2007sp_f_5564554.0
        33469Angola2008sp_f_5564556.0
        33470Angola2009sp_f_5564572.0
        33471Angola2010sp_f_5564482.0
        33472Angola2011sp_f_5564457.0
        33473Angola2012sp_f_5564529.0
        36244Angola2000sp_f_65120.0
        36245Angola2001sp_f_65182.0
        36246Angola2002sp_f_65305.0
        36247Angola2003sp_f_65129.0
        36248Angola2004sp_f_65269.0
        36249Angola2005sp_f_65417.0
        36250Angola2006sp_f_65314.0
        36251Angola2007sp_f_65367.0
        36252Angola2008sp_f_65337.0
        36253Angola2009sp_f_65272.0
        36254Angola2010sp_f_65286.0
        36255Angola2011sp_f_65346.0
        36256Angola2012sp_f_65384.0
        \n", + "
        " + ], + "text/plain": [ + " country year variable cases\n", + "65 Angola 2000 sp_m_014 186.0\n", + "66 Angola 2001 sp_m_014 230.0\n", + "67 Angola 2002 sp_m_014 435.0\n", + "68 Angola 2003 sp_m_014 409.0\n", + "69 Angola 2004 sp_m_014 554.0\n", + "70 Angola 2005 sp_m_014 520.0\n", + "71 Angola 2006 sp_m_014 540.0\n", + "72 Angola 2007 sp_m_014 484.0\n", + "73 Angola 2008 sp_m_014 367.0\n", + "74 Angola 2009 sp_m_014 392.0\n", + "75 Angola 2010 sp_m_014 448.0\n", + "76 Angola 2011 sp_m_014 501.0\n", + "77 Angola 2012 sp_m_014 390.0\n", + "2848 Angola 2000 sp_m_1524 999.0\n", + "2849 Angola 2001 sp_m_1524 892.0\n", + "2850 Angola 2002 sp_m_1524 2223.0\n", + "2851 Angola 2003 sp_m_1524 2355.0\n", + "2852 Angola 2004 sp_m_1524 2684.0\n", + "2853 Angola 2005 sp_m_1524 2549.0\n", + "2854 Angola 2006 sp_m_1524 2632.0\n", + "2855 Angola 2007 sp_m_1524 2824.0\n", + "2856 Angola 2008 sp_m_1524 2970.0\n", + "2857 Angola 2009 sp_m_1524 3054.0\n", + "2858 Angola 2010 sp_m_1524 2900.0\n", + "2859 Angola 2011 sp_m_1524 3000.0\n", + "2860 Angola 2012 sp_m_1524 2804.0\n", + "5631 Angola 2000 sp_m_2534 1003.0\n", + "5632 Angola 2001 sp_m_2534 752.0\n", + "5633 Angola 2002 sp_m_2534 2292.0\n", + "5634 Angola 2003 sp_m_2534 2598.0\n", + "5635 Angola 2004 sp_m_2534 2659.0\n", + "5636 Angola 2005 sp_m_2534 2797.0\n", + "5637 Angola 2006 sp_m_2534 3049.0\n", + "5638 Angola 2007 sp_m_2534 3197.0\n", + "5639 Angola 2008 sp_m_2534 3493.0\n", + "5640 Angola 2009 sp_m_2534 3600.0\n", + "5641 Angola 2010 sp_m_2534 3584.0\n", + "5642 Angola 2011 sp_m_2534 3792.0\n", + "5643 Angola 2012 sp_m_2534 3627.0\n", + "8414 Angola 2000 sp_m_3544 912.0\n", + "8415 Angola 2001 sp_m_3544 648.0\n", + "8416 Angola 2002 sp_m_3544 1915.0\n", + "8417 Angola 2003 sp_m_3544 1908.0\n", + "8418 Angola 2004 sp_m_3544 1998.0\n", + "8419 Angola 2005 sp_m_3544 1918.0\n", + "8420 Angola 2006 sp_m_3544 2182.0\n", + "8421 Angola 2007 sp_m_3544 2255.0\n", + "8422 Angola 2008 sp_m_3544 2418.0\n", + "8423 Angola 2009 sp_m_3544 2420.0\n", + "8424 Angola 2010 sp_m_3544 2415.0\n", + "8425 Angola 2011 sp_m_3544 2386.0\n", + "8426 Angola 2012 sp_m_3544 2529.0\n", + "11197 Angola 2000 sp_m_4554 482.0\n", + "11198 Angola 2001 sp_m_4554 420.0\n", + "11199 Angola 2002 sp_m_4554 1187.0\n", + "11200 Angola 2003 sp_m_4554 1090.0\n", + "11201 Angola 2004 sp_m_4554 1196.0\n", + "11202 Angola 2005 sp_m_4554 1255.0\n", + "11203 Angola 2006 sp_m_4554 1397.0\n", + "11204 Angola 2007 sp_m_4554 1357.0\n", + "11205 Angola 2008 sp_m_4554 1480.0\n", + "11206 Angola 2009 sp_m_4554 1590.0\n", + "11207 Angola 2010 sp_m_4554 1424.0\n", + "11208 Angola 2011 sp_m_4554 1395.0\n", + "11209 Angola 2012 sp_m_4554 1427.0\n", + "13980 Angola 2000 sp_m_5564 312.0\n", + "13981 Angola 2001 sp_m_5564 197.0\n", + "13982 Angola 2002 sp_m_5564 624.0\n", + "13983 Angola 2003 sp_m_5564 512.0\n", + "13984 Angola 2004 sp_m_5564 561.0\n", + "13985 Angola 2005 sp_m_5564 665.0\n", + "13986 Angola 2006 sp_m_5564 729.0\n", + "13987 Angola 2007 sp_m_5564 699.0\n", + "13988 Angola 2008 sp_m_5564 733.0\n", + "13989 Angola 2009 sp_m_5564 748.0\n", + "13990 Angola 2010 sp_m_5564 691.0\n", + "13991 Angola 2011 sp_m_5564 680.0\n", + "13992 Angola 2012 sp_m_5564 732.0\n", + "16763 Angola 2000 sp_m_65 194.0\n", + "16764 Angola 2001 sp_m_65 173.0\n", + "16765 Angola 2002 sp_m_65 444.0\n", + "16766 Angola 2003 sp_m_65 361.0\n", + "16767 Angola 2004 sp_m_65 321.0\n", + "16768 Angola 2005 sp_m_65 461.0\n", + "16769 Angola 2006 sp_m_65 428.0\n", + "16770 Angola 2007 sp_m_65 465.0\n", + "16771 Angola 2008 sp_m_65 420.0\n", + "16772 Angola 2009 sp_m_65 463.0\n", + "16773 Angola 2010 sp_m_65 355.0\n", + "16774 Angola 2011 sp_m_65 455.0\n", + "16775 Angola 2012 sp_m_65 424.0\n", + "19546 Angola 2000 sp_f_014 247.0\n", + "19547 Angola 2001 sp_f_014 279.0\n", + "19548 Angola 2002 sp_f_014 640.0\n", + "19549 Angola 2003 sp_f_014 591.0\n", + "19550 Angola 2004 sp_f_014 733.0\n", + "19551 Angola 2005 sp_f_014 704.0\n", + "19552 Angola 2006 sp_f_014 689.0\n", + "19553 Angola 2007 sp_f_014 703.0\n", + "19554 Angola 2008 sp_f_014 512.0\n", + "19555 Angola 2009 sp_f_014 568.0\n", + "19556 Angola 2010 sp_f_014 558.0\n", + "19557 Angola 2011 sp_f_014 708.0\n", + "19558 Angola 2012 sp_f_014 592.0\n", + "22329 Angola 2000 sp_f_1524 1142.0\n", + "22330 Angola 2001 sp_f_1524 993.0\n", + "22331 Angola 2002 sp_f_1524 2610.0\n", + "22332 Angola 2003 sp_f_1524 3078.0\n", + "22333 Angola 2004 sp_f_1524 3198.0\n", + "22334 Angola 2005 sp_f_1524 2926.0\n", + "22335 Angola 2006 sp_f_1524 2851.0\n", + "22336 Angola 2007 sp_f_1524 2943.0\n", + "22337 Angola 2008 sp_f_1524 3199.0\n", + "22338 Angola 2009 sp_f_1524 3152.0\n", + "22339 Angola 2010 sp_f_1524 2763.0\n", + "22340 Angola 2011 sp_f_1524 2731.0\n", + "22341 Angola 2012 sp_f_1524 2501.0\n", + "25112 Angola 2000 sp_f_2534 1091.0\n", + "25113 Angola 2001 sp_f_2534 869.0\n", + "25114 Angola 2002 sp_f_2534 2208.0\n", + "25115 Angola 2003 sp_f_2534 2641.0\n", + "25116 Angola 2004 sp_f_2534 2772.0\n", + "25117 Angola 2005 sp_f_2534 2682.0\n", + "25118 Angola 2006 sp_f_2534 2892.0\n", + "25119 Angola 2007 sp_f_2534 2721.0\n", + "25120 Angola 2008 sp_f_2534 2786.0\n", + "25121 Angola 2009 sp_f_2534 2798.0\n", + "25122 Angola 2010 sp_f_2534 2594.0\n", + "25123 Angola 2011 sp_f_2534 2563.0\n", + "25124 Angola 2012 sp_f_2534 2540.0\n", + "27895 Angola 2000 sp_f_3544 844.0\n", + "27896 Angola 2001 sp_f_3544 647.0\n", + "27897 Angola 2002 sp_f_3544 1600.0\n", + "27898 Angola 2003 sp_f_3544 1747.0\n", + "27899 Angola 2004 sp_f_3544 1854.0\n", + "27900 Angola 2005 sp_f_3544 1797.0\n", + "27901 Angola 2006 sp_f_3544 1990.0\n", + "27902 Angola 2007 sp_f_3544 1812.0\n", + "27903 Angola 2008 sp_f_3544 2082.0\n", + "27904 Angola 2009 sp_f_3544 1790.0\n", + "27905 Angola 2010 sp_f_3544 1688.0\n", + "27906 Angola 2011 sp_f_3544 1683.0\n", + "27907 Angola 2012 sp_f_3544 1617.0\n", + "30678 Angola 2000 sp_f_4554 417.0\n", + "30679 Angola 2001 sp_f_4554 323.0\n", + "30680 Angola 2002 sp_f_4554 972.0\n", + "30681 Angola 2003 sp_f_4554 1157.0\n", + "30682 Angola 2004 sp_f_4554 1029.0\n", + "30683 Angola 2005 sp_f_4554 1138.0\n", + "30684 Angola 2006 sp_f_4554 1223.0\n", + "30685 Angola 2007 sp_f_4554 1041.0\n", + "30686 Angola 2008 sp_f_4554 1209.0\n", + "30687 Angola 2009 sp_f_4554 1069.0\n", + "30688 Angola 2010 sp_f_4554 958.0\n", + "30689 Angola 2011 sp_f_4554 1006.0\n", + "30690 Angola 2012 sp_f_4554 1028.0\n", + "33461 Angola 2000 sp_f_5564 200.0\n", + "33462 Angola 2001 sp_f_5564 200.0\n", + "33463 Angola 2002 sp_f_5564 533.0\n", + "33464 Angola 2003 sp_f_5564 395.0\n", + "33465 Angola 2004 sp_f_5564 505.0\n", + "33466 Angola 2005 sp_f_5564 581.0\n", + "33467 Angola 2006 sp_f_5564 583.0\n", + "33468 Angola 2007 sp_f_5564 554.0\n", + "33469 Angola 2008 sp_f_5564 556.0\n", + "33470 Angola 2009 sp_f_5564 572.0\n", + "33471 Angola 2010 sp_f_5564 482.0\n", + "33472 Angola 2011 sp_f_5564 457.0\n", + "33473 Angola 2012 sp_f_5564 529.0\n", + "36244 Angola 2000 sp_f_65 120.0\n", + "36245 Angola 2001 sp_f_65 182.0\n", + "36246 Angola 2002 sp_f_65 305.0\n", + "36247 Angola 2003 sp_f_65 129.0\n", + "36248 Angola 2004 sp_f_65 269.0\n", + "36249 Angola 2005 sp_f_65 417.0\n", + "36250 Angola 2006 sp_f_65 314.0\n", + "36251 Angola 2007 sp_f_65 367.0\n", + "36252 Angola 2008 sp_f_65 337.0\n", + "36253 Angola 2009 sp_f_65 272.0\n", + "36254 Angola 2010 sp_f_65 286.0\n", + "36255 Angola 2011 sp_f_65 346.0\n", + "36256 Angola 2012 sp_f_65 384.0" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_melted = pd.melt(tb_raw, id_vars=['country', 'year'], value_name='cases')\n", + "tb_melted[tb_melted['country'] == 'Angola']" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "7cab45a3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyeargenderage_rangecases
        65Angola2000m<=14yo186.0
        66Angola2001m<=14yo230.0
        67Angola2002m<=14yo435.0
        68Angola2003m<=14yo409.0
        69Angola2004m<=14yo554.0
        70Angola2005m<=14yo520.0
        71Angola2006m<=14yo540.0
        72Angola2007m<=14yo484.0
        73Angola2008m<=14yo367.0
        74Angola2009m<=14yo392.0
        75Angola2010m<=14yo448.0
        76Angola2011m<=14yo501.0
        77Angola2012m<=14yo390.0
        2848Angola2000m15-24yo999.0
        2849Angola2001m15-24yo892.0
        2850Angola2002m15-24yo2223.0
        2851Angola2003m15-24yo2355.0
        2852Angola2004m15-24yo2684.0
        2853Angola2005m15-24yo2549.0
        2854Angola2006m15-24yo2632.0
        2855Angola2007m15-24yo2824.0
        2856Angola2008m15-24yo2970.0
        2857Angola2009m15-24yo3054.0
        2858Angola2010m15-24yo2900.0
        2859Angola2011m15-24yo3000.0
        2860Angola2012m15-24yo2804.0
        5631Angola2000m25-34yo1003.0
        5632Angola2001m25-34yo752.0
        5633Angola2002m25-34yo2292.0
        5634Angola2003m25-34yo2598.0
        5635Angola2004m25-34yo2659.0
        5636Angola2005m25-34yo2797.0
        5637Angola2006m25-34yo3049.0
        5638Angola2007m25-34yo3197.0
        5639Angola2008m25-34yo3493.0
        5640Angola2009m25-34yo3600.0
        5641Angola2010m25-34yo3584.0
        5642Angola2011m25-34yo3792.0
        5643Angola2012m25-34yo3627.0
        8414Angola2000m35-44yo912.0
        8415Angola2001m35-44yo648.0
        8416Angola2002m35-44yo1915.0
        8417Angola2003m35-44yo1908.0
        8418Angola2004m35-44yo1998.0
        8419Angola2005m35-44yo1918.0
        8420Angola2006m35-44yo2182.0
        8421Angola2007m35-44yo2255.0
        8422Angola2008m35-44yo2418.0
        8423Angola2009m35-44yo2420.0
        8424Angola2010m35-44yo2415.0
        8425Angola2011m35-44yo2386.0
        8426Angola2012m35-44yo2529.0
        11197Angola2000m45-54yo482.0
        11198Angola2001m45-54yo420.0
        11199Angola2002m45-54yo1187.0
        11200Angola2003m45-54yo1090.0
        11201Angola2004m45-54yo1196.0
        11202Angola2005m45-54yo1255.0
        11203Angola2006m45-54yo1397.0
        11204Angola2007m45-54yo1357.0
        11205Angola2008m45-54yo1480.0
        11206Angola2009m45-54yo1590.0
        11207Angola2010m45-54yo1424.0
        11208Angola2011m45-54yo1395.0
        11209Angola2012m45-54yo1427.0
        13980Angola2000m55-64yo312.0
        13981Angola2001m55-64yo197.0
        13982Angola2002m55-64yo624.0
        13983Angola2003m55-64yo512.0
        13984Angola2004m55-64yo561.0
        13985Angola2005m55-64yo665.0
        13986Angola2006m55-64yo729.0
        13987Angola2007m55-64yo699.0
        13988Angola2008m55-64yo733.0
        13989Angola2009m55-64yo748.0
        13990Angola2010m55-64yo691.0
        13991Angola2011m55-64yo680.0
        13992Angola2012m55-64yo732.0
        16763Angola2000m>=65yo194.0
        16764Angola2001m>=65yo173.0
        16765Angola2002m>=65yo444.0
        16766Angola2003m>=65yo361.0
        16767Angola2004m>=65yo321.0
        16768Angola2005m>=65yo461.0
        16769Angola2006m>=65yo428.0
        16770Angola2007m>=65yo465.0
        16771Angola2008m>=65yo420.0
        16772Angola2009m>=65yo463.0
        16773Angola2010m>=65yo355.0
        16774Angola2011m>=65yo455.0
        16775Angola2012m>=65yo424.0
        19546Angola2000f<=14yo247.0
        19547Angola2001f<=14yo279.0
        19548Angola2002f<=14yo640.0
        19549Angola2003f<=14yo591.0
        19550Angola2004f<=14yo733.0
        19551Angola2005f<=14yo704.0
        19552Angola2006f<=14yo689.0
        19553Angola2007f<=14yo703.0
        19554Angola2008f<=14yo512.0
        19555Angola2009f<=14yo568.0
        19556Angola2010f<=14yo558.0
        19557Angola2011f<=14yo708.0
        19558Angola2012f<=14yo592.0
        22329Angola2000f15-24yo1142.0
        22330Angola2001f15-24yo993.0
        22331Angola2002f15-24yo2610.0
        22332Angola2003f15-24yo3078.0
        22333Angola2004f15-24yo3198.0
        22334Angola2005f15-24yo2926.0
        22335Angola2006f15-24yo2851.0
        22336Angola2007f15-24yo2943.0
        22337Angola2008f15-24yo3199.0
        22338Angola2009f15-24yo3152.0
        22339Angola2010f15-24yo2763.0
        22340Angola2011f15-24yo2731.0
        22341Angola2012f15-24yo2501.0
        25112Angola2000f25-34yo1091.0
        25113Angola2001f25-34yo869.0
        25114Angola2002f25-34yo2208.0
        25115Angola2003f25-34yo2641.0
        25116Angola2004f25-34yo2772.0
        25117Angola2005f25-34yo2682.0
        25118Angola2006f25-34yo2892.0
        25119Angola2007f25-34yo2721.0
        25120Angola2008f25-34yo2786.0
        25121Angola2009f25-34yo2798.0
        25122Angola2010f25-34yo2594.0
        25123Angola2011f25-34yo2563.0
        25124Angola2012f25-34yo2540.0
        27895Angola2000f35-44yo844.0
        27896Angola2001f35-44yo647.0
        27897Angola2002f35-44yo1600.0
        27898Angola2003f35-44yo1747.0
        27899Angola2004f35-44yo1854.0
        27900Angola2005f35-44yo1797.0
        27901Angola2006f35-44yo1990.0
        27902Angola2007f35-44yo1812.0
        27903Angola2008f35-44yo2082.0
        27904Angola2009f35-44yo1790.0
        27905Angola2010f35-44yo1688.0
        27906Angola2011f35-44yo1683.0
        27907Angola2012f35-44yo1617.0
        30678Angola2000f45-54yo417.0
        30679Angola2001f45-54yo323.0
        30680Angola2002f45-54yo972.0
        30681Angola2003f45-54yo1157.0
        30682Angola2004f45-54yo1029.0
        30683Angola2005f45-54yo1138.0
        30684Angola2006f45-54yo1223.0
        30685Angola2007f45-54yo1041.0
        30686Angola2008f45-54yo1209.0
        30687Angola2009f45-54yo1069.0
        30688Angola2010f45-54yo958.0
        30689Angola2011f45-54yo1006.0
        30690Angola2012f45-54yo1028.0
        33461Angola2000f55-64yo200.0
        33462Angola2001f55-64yo200.0
        33463Angola2002f55-64yo533.0
        33464Angola2003f55-64yo395.0
        33465Angola2004f55-64yo505.0
        33466Angola2005f55-64yo581.0
        33467Angola2006f55-64yo583.0
        33468Angola2007f55-64yo554.0
        33469Angola2008f55-64yo556.0
        33470Angola2009f55-64yo572.0
        33471Angola2010f55-64yo482.0
        33472Angola2011f55-64yo457.0
        33473Angola2012f55-64yo529.0
        36244Angola2000f>=65yo120.0
        36245Angola2001f>=65yo182.0
        36246Angola2002f>=65yo305.0
        36247Angola2003f>=65yo129.0
        36248Angola2004f>=65yo269.0
        36249Angola2005f>=65yo417.0
        36250Angola2006f>=65yo314.0
        36251Angola2007f>=65yo367.0
        36252Angola2008f>=65yo337.0
        36253Angola2009f>=65yo272.0
        36254Angola2010f>=65yo286.0
        36255Angola2011f>=65yo346.0
        36256Angola2012f>=65yo384.0
        \n", + "
        " + ], + "text/plain": [ + " country year gender age_range cases\n", + "65 Angola 2000 m <=14yo 186.0\n", + "66 Angola 2001 m <=14yo 230.0\n", + "67 Angola 2002 m <=14yo 435.0\n", + "68 Angola 2003 m <=14yo 409.0\n", + "69 Angola 2004 m <=14yo 554.0\n", + "70 Angola 2005 m <=14yo 520.0\n", + "71 Angola 2006 m <=14yo 540.0\n", + "72 Angola 2007 m <=14yo 484.0\n", + "73 Angola 2008 m <=14yo 367.0\n", + "74 Angola 2009 m <=14yo 392.0\n", + "75 Angola 2010 m <=14yo 448.0\n", + "76 Angola 2011 m <=14yo 501.0\n", + "77 Angola 2012 m <=14yo 390.0\n", + "2848 Angola 2000 m 15-24yo 999.0\n", + "2849 Angola 2001 m 15-24yo 892.0\n", + "2850 Angola 2002 m 15-24yo 2223.0\n", + "2851 Angola 2003 m 15-24yo 2355.0\n", + "2852 Angola 2004 m 15-24yo 2684.0\n", + "2853 Angola 2005 m 15-24yo 2549.0\n", + "2854 Angola 2006 m 15-24yo 2632.0\n", + "2855 Angola 2007 m 15-24yo 2824.0\n", + "2856 Angola 2008 m 15-24yo 2970.0\n", + "2857 Angola 2009 m 15-24yo 3054.0\n", + "2858 Angola 2010 m 15-24yo 2900.0\n", + "2859 Angola 2011 m 15-24yo 3000.0\n", + "2860 Angola 2012 m 15-24yo 2804.0\n", + "5631 Angola 2000 m 25-34yo 1003.0\n", + "5632 Angola 2001 m 25-34yo 752.0\n", + "5633 Angola 2002 m 25-34yo 2292.0\n", + "5634 Angola 2003 m 25-34yo 2598.0\n", + "5635 Angola 2004 m 25-34yo 2659.0\n", + "5636 Angola 2005 m 25-34yo 2797.0\n", + "5637 Angola 2006 m 25-34yo 3049.0\n", + "5638 Angola 2007 m 25-34yo 3197.0\n", + "5639 Angola 2008 m 25-34yo 3493.0\n", + "5640 Angola 2009 m 25-34yo 3600.0\n", + "5641 Angola 2010 m 25-34yo 3584.0\n", + "5642 Angola 2011 m 25-34yo 3792.0\n", + "5643 Angola 2012 m 25-34yo 3627.0\n", + "8414 Angola 2000 m 35-44yo 912.0\n", + "8415 Angola 2001 m 35-44yo 648.0\n", + "8416 Angola 2002 m 35-44yo 1915.0\n", + "8417 Angola 2003 m 35-44yo 1908.0\n", + "8418 Angola 2004 m 35-44yo 1998.0\n", + "8419 Angola 2005 m 35-44yo 1918.0\n", + "8420 Angola 2006 m 35-44yo 2182.0\n", + "8421 Angola 2007 m 35-44yo 2255.0\n", + "8422 Angola 2008 m 35-44yo 2418.0\n", + "8423 Angola 2009 m 35-44yo 2420.0\n", + "8424 Angola 2010 m 35-44yo 2415.0\n", + "8425 Angola 2011 m 35-44yo 2386.0\n", + "8426 Angola 2012 m 35-44yo 2529.0\n", + "11197 Angola 2000 m 45-54yo 482.0\n", + "11198 Angola 2001 m 45-54yo 420.0\n", + "11199 Angola 2002 m 45-54yo 1187.0\n", + "11200 Angola 2003 m 45-54yo 1090.0\n", + "11201 Angola 2004 m 45-54yo 1196.0\n", + "11202 Angola 2005 m 45-54yo 1255.0\n", + "11203 Angola 2006 m 45-54yo 1397.0\n", + "11204 Angola 2007 m 45-54yo 1357.0\n", + "11205 Angola 2008 m 45-54yo 1480.0\n", + "11206 Angola 2009 m 45-54yo 1590.0\n", + "11207 Angola 2010 m 45-54yo 1424.0\n", + "11208 Angola 2011 m 45-54yo 1395.0\n", + "11209 Angola 2012 m 45-54yo 1427.0\n", + "13980 Angola 2000 m 55-64yo 312.0\n", + "13981 Angola 2001 m 55-64yo 197.0\n", + "13982 Angola 2002 m 55-64yo 624.0\n", + "13983 Angola 2003 m 55-64yo 512.0\n", + "13984 Angola 2004 m 55-64yo 561.0\n", + "13985 Angola 2005 m 55-64yo 665.0\n", + "13986 Angola 2006 m 55-64yo 729.0\n", + "13987 Angola 2007 m 55-64yo 699.0\n", + "13988 Angola 2008 m 55-64yo 733.0\n", + "13989 Angola 2009 m 55-64yo 748.0\n", + "13990 Angola 2010 m 55-64yo 691.0\n", + "13991 Angola 2011 m 55-64yo 680.0\n", + "13992 Angola 2012 m 55-64yo 732.0\n", + "16763 Angola 2000 m >=65yo 194.0\n", + "16764 Angola 2001 m >=65yo 173.0\n", + "16765 Angola 2002 m >=65yo 444.0\n", + "16766 Angola 2003 m >=65yo 361.0\n", + "16767 Angola 2004 m >=65yo 321.0\n", + "16768 Angola 2005 m >=65yo 461.0\n", + "16769 Angola 2006 m >=65yo 428.0\n", + "16770 Angola 2007 m >=65yo 465.0\n", + "16771 Angola 2008 m >=65yo 420.0\n", + "16772 Angola 2009 m >=65yo 463.0\n", + "16773 Angola 2010 m >=65yo 355.0\n", + "16774 Angola 2011 m >=65yo 455.0\n", + "16775 Angola 2012 m >=65yo 424.0\n", + "19546 Angola 2000 f <=14yo 247.0\n", + "19547 Angola 2001 f <=14yo 279.0\n", + "19548 Angola 2002 f <=14yo 640.0\n", + "19549 Angola 2003 f <=14yo 591.0\n", + "19550 Angola 2004 f <=14yo 733.0\n", + "19551 Angola 2005 f <=14yo 704.0\n", + "19552 Angola 2006 f <=14yo 689.0\n", + "19553 Angola 2007 f <=14yo 703.0\n", + "19554 Angola 2008 f <=14yo 512.0\n", + "19555 Angola 2009 f <=14yo 568.0\n", + "19556 Angola 2010 f <=14yo 558.0\n", + "19557 Angola 2011 f <=14yo 708.0\n", + "19558 Angola 2012 f <=14yo 592.0\n", + "22329 Angola 2000 f 15-24yo 1142.0\n", + "22330 Angola 2001 f 15-24yo 993.0\n", + "22331 Angola 2002 f 15-24yo 2610.0\n", + "22332 Angola 2003 f 15-24yo 3078.0\n", + "22333 Angola 2004 f 15-24yo 3198.0\n", + "22334 Angola 2005 f 15-24yo 2926.0\n", + "22335 Angola 2006 f 15-24yo 2851.0\n", + "22336 Angola 2007 f 15-24yo 2943.0\n", + "22337 Angola 2008 f 15-24yo 3199.0\n", + "22338 Angola 2009 f 15-24yo 3152.0\n", + "22339 Angola 2010 f 15-24yo 2763.0\n", + "22340 Angola 2011 f 15-24yo 2731.0\n", + "22341 Angola 2012 f 15-24yo 2501.0\n", + "25112 Angola 2000 f 25-34yo 1091.0\n", + "25113 Angola 2001 f 25-34yo 869.0\n", + "25114 Angola 2002 f 25-34yo 2208.0\n", + "25115 Angola 2003 f 25-34yo 2641.0\n", + "25116 Angola 2004 f 25-34yo 2772.0\n", + "25117 Angola 2005 f 25-34yo 2682.0\n", + "25118 Angola 2006 f 25-34yo 2892.0\n", + "25119 Angola 2007 f 25-34yo 2721.0\n", + "25120 Angola 2008 f 25-34yo 2786.0\n", + "25121 Angola 2009 f 25-34yo 2798.0\n", + "25122 Angola 2010 f 25-34yo 2594.0\n", + "25123 Angola 2011 f 25-34yo 2563.0\n", + "25124 Angola 2012 f 25-34yo 2540.0\n", + "27895 Angola 2000 f 35-44yo 844.0\n", + "27896 Angola 2001 f 35-44yo 647.0\n", + "27897 Angola 2002 f 35-44yo 1600.0\n", + "27898 Angola 2003 f 35-44yo 1747.0\n", + "27899 Angola 2004 f 35-44yo 1854.0\n", + "27900 Angola 2005 f 35-44yo 1797.0\n", + "27901 Angola 2006 f 35-44yo 1990.0\n", + "27902 Angola 2007 f 35-44yo 1812.0\n", + "27903 Angola 2008 f 35-44yo 2082.0\n", + "27904 Angola 2009 f 35-44yo 1790.0\n", + "27905 Angola 2010 f 35-44yo 1688.0\n", + "27906 Angola 2011 f 35-44yo 1683.0\n", + "27907 Angola 2012 f 35-44yo 1617.0\n", + "30678 Angola 2000 f 45-54yo 417.0\n", + "30679 Angola 2001 f 45-54yo 323.0\n", + "30680 Angola 2002 f 45-54yo 972.0\n", + "30681 Angola 2003 f 45-54yo 1157.0\n", + "30682 Angola 2004 f 45-54yo 1029.0\n", + "30683 Angola 2005 f 45-54yo 1138.0\n", + "30684 Angola 2006 f 45-54yo 1223.0\n", + "30685 Angola 2007 f 45-54yo 1041.0\n", + "30686 Angola 2008 f 45-54yo 1209.0\n", + "30687 Angola 2009 f 45-54yo 1069.0\n", + "30688 Angola 2010 f 45-54yo 958.0\n", + "30689 Angola 2011 f 45-54yo 1006.0\n", + "30690 Angola 2012 f 45-54yo 1028.0\n", + "33461 Angola 2000 f 55-64yo 200.0\n", + "33462 Angola 2001 f 55-64yo 200.0\n", + "33463 Angola 2002 f 55-64yo 533.0\n", + "33464 Angola 2003 f 55-64yo 395.0\n", + "33465 Angola 2004 f 55-64yo 505.0\n", + "33466 Angola 2005 f 55-64yo 581.0\n", + "33467 Angola 2006 f 55-64yo 583.0\n", + "33468 Angola 2007 f 55-64yo 554.0\n", + "33469 Angola 2008 f 55-64yo 556.0\n", + "33470 Angola 2009 f 55-64yo 572.0\n", + "33471 Angola 2010 f 55-64yo 482.0\n", + "33472 Angola 2011 f 55-64yo 457.0\n", + "33473 Angola 2012 f 55-64yo 529.0\n", + "36244 Angola 2000 f >=65yo 120.0\n", + "36245 Angola 2001 f >=65yo 182.0\n", + "36246 Angola 2002 f >=65yo 305.0\n", + "36247 Angola 2003 f >=65yo 129.0\n", + "36248 Angola 2004 f >=65yo 269.0\n", + "36249 Angola 2005 f >=65yo 417.0\n", + "36250 Angola 2006 f >=65yo 314.0\n", + "36251 Angola 2007 f >=65yo 367.0\n", + "36252 Angola 2008 f >=65yo 337.0\n", + "36253 Angola 2009 f >=65yo 272.0\n", + "36254 Angola 2010 f >=65yo 286.0\n", + "36255 Angola 2011 f >=65yo 346.0\n", + "36256 Angola 2012 f >=65yo 384.0" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "age_range_map = {\n", + " '014': '<=14yo',\n", + " '1524': '15-24yo',\n", + " '2534': '25-34yo',\n", + " '3544': '35-44yo',\n", + " '4554': '45-54yo',\n", + " '5564': '55-64yo',\n", + " '65': '>=65yo'\n", + "}\n", + "\n", + "\n", + "tb_melted['gender'] = tb_melted['variable'].str[3]\n", + "tb_melted['age_range'] = tb_melted['variable'].str[5:].map(age_range_map)\n", + "tb = tb_melted[['country', 'year', 'gender', 'age_range', 'cases']]\n", + "tb[tb['country'] == 'Angola']" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "id": "75cc0463", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        genderfm
        country
        Afghanistan67.832.2
        Albania32.467.6
        Algeria41.158.9
        American Samoa64.735.3
        Andorra35.764.3
        Angola50.249.8
        Anguilla100.00.0
        Antigua and Barbuda68.831.2
        Argentina42.957.1
        Armenia17.582.5
        ArubaNaNNaN
        Australia37.462.6
        Austria27.872.2
        Azerbaijan20.979.1
        Bahamas41.158.9
        Bahrain31.069.0
        Bangladesh31.268.8
        Barbados31.668.4
        Belarus19.580.5
        Belgium30.469.6
        Belize36.663.4
        Benin36.263.8
        Bermuda50.050.0
        Bhutan43.456.6
        Bolivia (Plurinational State of)40.659.4
        Bosnia and Herzegovina42.657.4
        Botswana43.756.3
        Brazil34.965.1
        British Virgin Islands50.050.0
        Brunei Darussalam38.661.4
        Bulgaria31.468.6
        Burkina Faso32.367.7
        Burundi38.561.5
        Cabo Verde39.660.4
        Cambodia48.851.2
        Cameroon40.159.9
        Canada42.657.4
        Cayman Islands14.385.7
        Central African Republic43.856.2
        Chad39.460.6
        Chile32.767.3
        China31.368.7
        China, Hong Kong SAR30.969.1
        China, Macao SAR28.971.1
        Colombia40.060.0
        Comoros43.156.9
        Congo46.353.7
        Cook Islands0.0100.0
        Costa Rica35.164.9
        Cote d'Ivoire41.158.9
        Croatia33.266.8
        Cuba24.076.0
        Cyprus27.172.9
        Czech Republic27.172.9
        Democratic People's Republic of Korea38.561.5
        Democratic Republic of the Congo46.953.1
        Denmark38.161.9
        Djibouti32.467.6
        Dominica50.050.0
        Dominican Republic39.660.4
        Ecuador40.759.3
        Egypt34.066.0
        El Salvador39.660.4
        Equatorial Guinea39.760.3
        Eritrea53.546.5
        Estonia26.673.4
        Ethiopia45.354.7
        Fiji38.561.5
        Finland34.965.1
        France34.265.8
        French Polynesia45.554.5
        Gabon40.259.8
        Gambia29.870.2
        Georgia24.076.0
        Germany34.565.5
        Ghana34.965.1
        Greece29.170.9
        GreenlandNaNNaN
        Grenada50.050.0
        Guam35.164.9
        Guatemala46.153.9
        Guinea34.066.0
        Guinea-Bissau39.860.2
        Guyana31.868.2
        Haiti49.950.1
        Honduras44.655.4
        Hungary26.373.7
        Iceland40.060.0
        India30.969.1
        Indonesia41.858.2
        Iran (Islamic Republic of)49.850.2
        Iraq34.565.5
        Ireland35.864.2
        Israel38.761.3
        Italy34.765.3
        Jamaica28.471.6
        Japan30.469.6
        Jordan34.265.8
        Kazakhstan37.862.2
        Kenya42.157.9
        Kiribati47.053.0
        Kuwait35.464.6
        Kyrgyzstan39.160.9
        Lao People's Democratic Republic38.761.3
        Latvia26.273.8
        Lebanon41.258.8
        Lesotho44.255.8
        Liberia43.057.0
        Libya21.578.5
        Lithuania26.773.3
        Luxembourg39.360.7
        Madagascar40.859.2
        Malawi49.550.5
        Malaysia31.368.7
        Maldives38.761.3
        Mali32.267.8
        Malta16.084.0
        Marshall Islands51.148.9
        Mauritania28.771.3
        Mauritius29.470.6
        Mexico38.461.6
        Micronesia (Federated States of)55.544.5
        MonacoNaNNaN
        Mongolia46.453.6
        Montenegro34.465.6
        Montserrat0.0100.0
        Morocco34.165.9
        MozambiqueNaNNaN
        Myanmar34.165.9
        Namibia42.957.1
        Nauru50.050.0
        Nepal32.967.1
        Netherlands32.068.0
        Netherlands Antilles23.176.9
        New Caledonia42.357.7
        New Zealand46.853.2
        Nicaragua44.455.6
        Niger28.271.8
        Nigeria41.858.2
        Niue100.00.0
        Northern Mariana Islands46.453.6
        Norway42.457.6
        Oman39.660.4
        Pakistan48.751.3
        Palau32.467.6
        Panama36.263.8
        Papua New Guinea48.451.6
        Paraguay35.764.3
        Peru42.757.3
        Philippines30.969.1
        Poland30.469.6
        Portugal25.974.1
        Puerto Rico32.167.9
        Qatar22.277.8
        Republic of Korea36.963.1
        Republic of Moldova23.876.2
        Romania28.671.4
        Russian Federation23.876.2
        Rwanda36.263.8
        Saint Kitts and Nevis75.025.0
        Saint Lucia37.762.3
        Saint Vincent and the Grenadines24.475.6
        Samoa50.050.0
        San Marino0.0100.0
        Sao Tome and Principe47.552.5
        Saudi Arabia39.360.7
        Senegal31.468.6
        Serbia38.961.1
        Serbia & Montenegro39.860.2
        Seychelles28.871.2
        Sierra Leone38.461.6
        Singapore25.974.1
        Slovakia32.867.2
        Slovenia34.665.4
        Solomon Islands53.446.6
        Somalia35.564.5
        South Africa43.756.3
        Spain32.068.0
        Sri Lanka27.272.8
        Sudan40.159.9
        Suriname28.471.6
        Swaziland48.851.2
        Sweden43.956.1
        Switzerland37.063.0
        Syrian Arab Republic35.164.9
        Tajikistan40.859.2
        Thailand29.770.3
        The Former Yugoslav Republic of Macedonia36.963.1
        Timor-Leste42.557.5
        Togo38.861.2
        TokelauNaNNaN
        Tonga40.259.8
        Trinidad and Tobago29.670.4
        Tunisia26.873.2
        Turkey27.073.0
        Turkmenistan34.965.1
        Turks and Caicos Islands66.733.3
        Tuvalu38.561.5
        US Virgin IslandsNaNNaN
        Uganda41.558.5
        Ukraine23.176.9
        United Arab Emirates45.754.3
        United Kingdom of Great Britain and Northern Ireland40.259.8
        United Republic of Tanzania37.762.3
        United States of America31.968.1
        Uruguay30.769.3
        Uzbekistan42.257.8
        Vanuatu45.354.7
        Venezuela (Bolivarian Republic of)39.460.6
        Viet Nam28.871.2
        Wallis and Futuna Islands41.258.8
        West Bank and Gaza Strip33.366.7
        Yemen45.154.9
        Zambia43.656.4
        Zimbabwe46.453.6
        \n", + "
        " + ], + "text/plain": [ + "gender f m\n", + "country \n", + "Afghanistan 67.8 32.2\n", + "Albania 32.4 67.6\n", + "Algeria 41.1 58.9\n", + "American Samoa 64.7 35.3\n", + "Andorra 35.7 64.3\n", + "Angola 50.2 49.8\n", + "Anguilla 100.0 0.0\n", + "Antigua and Barbuda 68.8 31.2\n", + "Argentina 42.9 57.1\n", + "Armenia 17.5 82.5\n", + "Aruba NaN NaN\n", + "Australia 37.4 62.6\n", + "Austria 27.8 72.2\n", + "Azerbaijan 20.9 79.1\n", + "Bahamas 41.1 58.9\n", + "Bahrain 31.0 69.0\n", + "Bangladesh 31.2 68.8\n", + "Barbados 31.6 68.4\n", + "Belarus 19.5 80.5\n", + "Belgium 30.4 69.6\n", + "Belize 36.6 63.4\n", + "Benin 36.2 63.8\n", + "Bermuda 50.0 50.0\n", + "Bhutan 43.4 56.6\n", + "Bolivia (Plurinational State of) 40.6 59.4\n", + "Bosnia and Herzegovina 42.6 57.4\n", + "Botswana 43.7 56.3\n", + "Brazil 34.9 65.1\n", + "British Virgin Islands 50.0 50.0\n", + "Brunei Darussalam 38.6 61.4\n", + "Bulgaria 31.4 68.6\n", + "Burkina Faso 32.3 67.7\n", + "Burundi 38.5 61.5\n", + "Cabo Verde 39.6 60.4\n", + "Cambodia 48.8 51.2\n", + "Cameroon 40.1 59.9\n", + "Canada 42.6 57.4\n", + "Cayman Islands 14.3 85.7\n", + "Central African Republic 43.8 56.2\n", + "Chad 39.4 60.6\n", + "Chile 32.7 67.3\n", + "China 31.3 68.7\n", + "China, Hong Kong SAR 30.9 69.1\n", + "China, Macao SAR 28.9 71.1\n", + "Colombia 40.0 60.0\n", + "Comoros 43.1 56.9\n", + "Congo 46.3 53.7\n", + "Cook Islands 0.0 100.0\n", + "Costa Rica 35.1 64.9\n", + "Cote d'Ivoire 41.1 58.9\n", + "Croatia 33.2 66.8\n", + "Cuba 24.0 76.0\n", + "Cyprus 27.1 72.9\n", + "Czech Republic 27.1 72.9\n", + "Democratic People's Republic of Korea 38.5 61.5\n", + "Democratic Republic of the Congo 46.9 53.1\n", + "Denmark 38.1 61.9\n", + "Djibouti 32.4 67.6\n", + "Dominica 50.0 50.0\n", + "Dominican Republic 39.6 60.4\n", + "Ecuador 40.7 59.3\n", + "Egypt 34.0 66.0\n", + "El Salvador 39.6 60.4\n", + "Equatorial Guinea 39.7 60.3\n", + "Eritrea 53.5 46.5\n", + "Estonia 26.6 73.4\n", + "Ethiopia 45.3 54.7\n", + "Fiji 38.5 61.5\n", + "Finland 34.9 65.1\n", + "France 34.2 65.8\n", + "French Polynesia 45.5 54.5\n", + "Gabon 40.2 59.8\n", + "Gambia 29.8 70.2\n", + "Georgia 24.0 76.0\n", + "Germany 34.5 65.5\n", + "Ghana 34.9 65.1\n", + "Greece 29.1 70.9\n", + "Greenland NaN NaN\n", + "Grenada 50.0 50.0\n", + "Guam 35.1 64.9\n", + "Guatemala 46.1 53.9\n", + "Guinea 34.0 66.0\n", + "Guinea-Bissau 39.8 60.2\n", + "Guyana 31.8 68.2\n", + "Haiti 49.9 50.1\n", + "Honduras 44.6 55.4\n", + "Hungary 26.3 73.7\n", + "Iceland 40.0 60.0\n", + "India 30.9 69.1\n", + "Indonesia 41.8 58.2\n", + "Iran (Islamic Republic of) 49.8 50.2\n", + "Iraq 34.5 65.5\n", + "Ireland 35.8 64.2\n", + "Israel 38.7 61.3\n", + "Italy 34.7 65.3\n", + "Jamaica 28.4 71.6\n", + "Japan 30.4 69.6\n", + "Jordan 34.2 65.8\n", + "Kazakhstan 37.8 62.2\n", + "Kenya 42.1 57.9\n", + "Kiribati 47.0 53.0\n", + "Kuwait 35.4 64.6\n", + "Kyrgyzstan 39.1 60.9\n", + "Lao People's Democratic Republic 38.7 61.3\n", + "Latvia 26.2 73.8\n", + "Lebanon 41.2 58.8\n", + "Lesotho 44.2 55.8\n", + "Liberia 43.0 57.0\n", + "Libya 21.5 78.5\n", + "Lithuania 26.7 73.3\n", + "Luxembourg 39.3 60.7\n", + "Madagascar 40.8 59.2\n", + "Malawi 49.5 50.5\n", + "Malaysia 31.3 68.7\n", + "Maldives 38.7 61.3\n", + "Mali 32.2 67.8\n", + "Malta 16.0 84.0\n", + "Marshall Islands 51.1 48.9\n", + "Mauritania 28.7 71.3\n", + "Mauritius 29.4 70.6\n", + "Mexico 38.4 61.6\n", + "Micronesia (Federated States of) 55.5 44.5\n", + "Monaco NaN NaN\n", + "Mongolia 46.4 53.6\n", + "Montenegro 34.4 65.6\n", + "Montserrat 0.0 100.0\n", + "Morocco 34.1 65.9\n", + "Mozambique NaN NaN\n", + "Myanmar 34.1 65.9\n", + "Namibia 42.9 57.1\n", + "Nauru 50.0 50.0\n", + "Nepal 32.9 67.1\n", + "Netherlands 32.0 68.0\n", + "Netherlands Antilles 23.1 76.9\n", + "New Caledonia 42.3 57.7\n", + "New Zealand 46.8 53.2\n", + "Nicaragua 44.4 55.6\n", + "Niger 28.2 71.8\n", + "Nigeria 41.8 58.2\n", + "Niue 100.0 0.0\n", + "Northern Mariana Islands 46.4 53.6\n", + "Norway 42.4 57.6\n", + "Oman 39.6 60.4\n", + "Pakistan 48.7 51.3\n", + "Palau 32.4 67.6\n", + "Panama 36.2 63.8\n", + "Papua New Guinea 48.4 51.6\n", + "Paraguay 35.7 64.3\n", + "Peru 42.7 57.3\n", + "Philippines 30.9 69.1\n", + "Poland 30.4 69.6\n", + "Portugal 25.9 74.1\n", + "Puerto Rico 32.1 67.9\n", + "Qatar 22.2 77.8\n", + "Republic of Korea 36.9 63.1\n", + "Republic of Moldova 23.8 76.2\n", + "Romania 28.6 71.4\n", + "Russian Federation 23.8 76.2\n", + "Rwanda 36.2 63.8\n", + "Saint Kitts and Nevis 75.0 25.0\n", + "Saint Lucia 37.7 62.3\n", + "Saint Vincent and the Grenadines 24.4 75.6\n", + "Samoa 50.0 50.0\n", + "San Marino 0.0 100.0\n", + "Sao Tome and Principe 47.5 52.5\n", + "Saudi Arabia 39.3 60.7\n", + "Senegal 31.4 68.6\n", + "Serbia 38.9 61.1\n", + "Serbia & Montenegro 39.8 60.2\n", + "Seychelles 28.8 71.2\n", + "Sierra Leone 38.4 61.6\n", + "Singapore 25.9 74.1\n", + "Slovakia 32.8 67.2\n", + "Slovenia 34.6 65.4\n", + "Solomon Islands 53.4 46.6\n", + "Somalia 35.5 64.5\n", + "South Africa 43.7 56.3\n", + "Spain 32.0 68.0\n", + "Sri Lanka 27.2 72.8\n", + "Sudan 40.1 59.9\n", + "Suriname 28.4 71.6\n", + "Swaziland 48.8 51.2\n", + "Sweden 43.9 56.1\n", + "Switzerland 37.0 63.0\n", + "Syrian Arab Republic 35.1 64.9\n", + "Tajikistan 40.8 59.2\n", + "Thailand 29.7 70.3\n", + "The Former Yugoslav Republic of Macedonia 36.9 63.1\n", + "Timor-Leste 42.5 57.5\n", + "Togo 38.8 61.2\n", + "Tokelau NaN NaN\n", + "Tonga 40.2 59.8\n", + "Trinidad and Tobago 29.6 70.4\n", + "Tunisia 26.8 73.2\n", + "Turkey 27.0 73.0\n", + "Turkmenistan 34.9 65.1\n", + "Turks and Caicos Islands 66.7 33.3\n", + "Tuvalu 38.5 61.5\n", + "US Virgin Islands NaN NaN\n", + "Uganda 41.5 58.5\n", + "Ukraine 23.1 76.9\n", + "United Arab Emirates 45.7 54.3\n", + "United Kingdom of Great Britain and Northern Ireland 40.2 59.8\n", + "United Republic of Tanzania 37.7 62.3\n", + "United States of America 31.9 68.1\n", + "Uruguay 30.7 69.3\n", + "Uzbekistan 42.2 57.8\n", + "Vanuatu 45.3 54.7\n", + "Venezuela (Bolivarian Republic of) 39.4 60.6\n", + "Viet Nam 28.8 71.2\n", + "Wallis and Futuna Islands 41.2 58.8\n", + "West Bank and Gaza Strip 33.3 66.7\n", + "Yemen 45.1 54.9\n", + "Zambia 43.6 56.4\n", + "Zimbabwe 46.4 53.6" + ] + }, + "execution_count": 80, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_cases_per_gender_2000 = (\n", + " tb[tb['year'].between(2000, 2006)]\n", + " .pivot_table(index='country', columns='gender', values='cases', aggfunc='sum')\n", + ")\n", + "\n", + "total_cases_2000 = tb_cases_per_gender_2000.sum(axis=1)\n", + "\n", + "tb_rate_per_gender_2000 = tb_cases_per_gender_2000.div(total_cases_2000, axis=0)\n", + "tb_rate_per_gender_2000.round(3) * 100" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "id": "a2491a2c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyeargenderage_rangecasesyear_classyear_range
        65Angola2000m<=14yo186.02000-20062000-2006
        66Angola2001m<=14yo230.02000-20062000-2006
        67Angola2002m<=14yo435.02000-20062000-2006
        68Angola2003m<=14yo409.02000-20062000-2006
        69Angola2004m<=14yo554.02000-20062000-2006
        70Angola2005m<=14yo520.02000-20062000-2006
        71Angola2006m<=14yo540.02000-20062000-2006
        72Angola2007m<=14yo484.02007-20122007-2012
        73Angola2008m<=14yo367.02007-20122007-2012
        74Angola2009m<=14yo392.02007-20122007-2012
        75Angola2010m<=14yo448.02007-20122007-2012
        76Angola2011m<=14yo501.02007-20122007-2012
        77Angola2012m<=14yo390.02007-20122007-2012
        2848Angola2000m15-24yo999.02000-20062000-2006
        2849Angola2001m15-24yo892.02000-20062000-2006
        2850Angola2002m15-24yo2223.02000-20062000-2006
        2851Angola2003m15-24yo2355.02000-20062000-2006
        2852Angola2004m15-24yo2684.02000-20062000-2006
        2853Angola2005m15-24yo2549.02000-20062000-2006
        2854Angola2006m15-24yo2632.02000-20062000-2006
        2855Angola2007m15-24yo2824.02007-20122007-2012
        2856Angola2008m15-24yo2970.02007-20122007-2012
        2857Angola2009m15-24yo3054.02007-20122007-2012
        2858Angola2010m15-24yo2900.02007-20122007-2012
        2859Angola2011m15-24yo3000.02007-20122007-2012
        2860Angola2012m15-24yo2804.02007-20122007-2012
        5631Angola2000m25-34yo1003.02000-20062000-2006
        5632Angola2001m25-34yo752.02000-20062000-2006
        5633Angola2002m25-34yo2292.02000-20062000-2006
        5634Angola2003m25-34yo2598.02000-20062000-2006
        5635Angola2004m25-34yo2659.02000-20062000-2006
        5636Angola2005m25-34yo2797.02000-20062000-2006
        5637Angola2006m25-34yo3049.02000-20062000-2006
        5638Angola2007m25-34yo3197.02007-20122007-2012
        5639Angola2008m25-34yo3493.02007-20122007-2012
        5640Angola2009m25-34yo3600.02007-20122007-2012
        5641Angola2010m25-34yo3584.02007-20122007-2012
        5642Angola2011m25-34yo3792.02007-20122007-2012
        5643Angola2012m25-34yo3627.02007-20122007-2012
        8414Angola2000m35-44yo912.02000-20062000-2006
        8415Angola2001m35-44yo648.02000-20062000-2006
        8416Angola2002m35-44yo1915.02000-20062000-2006
        8417Angola2003m35-44yo1908.02000-20062000-2006
        8418Angola2004m35-44yo1998.02000-20062000-2006
        8419Angola2005m35-44yo1918.02000-20062000-2006
        8420Angola2006m35-44yo2182.02000-20062000-2006
        8421Angola2007m35-44yo2255.02007-20122007-2012
        8422Angola2008m35-44yo2418.02007-20122007-2012
        8423Angola2009m35-44yo2420.02007-20122007-2012
        8424Angola2010m35-44yo2415.02007-20122007-2012
        8425Angola2011m35-44yo2386.02007-20122007-2012
        8426Angola2012m35-44yo2529.02007-20122007-2012
        11197Angola2000m45-54yo482.02000-20062000-2006
        11198Angola2001m45-54yo420.02000-20062000-2006
        11199Angola2002m45-54yo1187.02000-20062000-2006
        11200Angola2003m45-54yo1090.02000-20062000-2006
        11201Angola2004m45-54yo1196.02000-20062000-2006
        11202Angola2005m45-54yo1255.02000-20062000-2006
        11203Angola2006m45-54yo1397.02000-20062000-2006
        11204Angola2007m45-54yo1357.02007-20122007-2012
        11205Angola2008m45-54yo1480.02007-20122007-2012
        11206Angola2009m45-54yo1590.02007-20122007-2012
        11207Angola2010m45-54yo1424.02007-20122007-2012
        11208Angola2011m45-54yo1395.02007-20122007-2012
        11209Angola2012m45-54yo1427.02007-20122007-2012
        13980Angola2000m55-64yo312.02000-20062000-2006
        13981Angola2001m55-64yo197.02000-20062000-2006
        13982Angola2002m55-64yo624.02000-20062000-2006
        13983Angola2003m55-64yo512.02000-20062000-2006
        13984Angola2004m55-64yo561.02000-20062000-2006
        13985Angola2005m55-64yo665.02000-20062000-2006
        13986Angola2006m55-64yo729.02000-20062000-2006
        13987Angola2007m55-64yo699.02007-20122007-2012
        13988Angola2008m55-64yo733.02007-20122007-2012
        13989Angola2009m55-64yo748.02007-20122007-2012
        13990Angola2010m55-64yo691.02007-20122007-2012
        13991Angola2011m55-64yo680.02007-20122007-2012
        13992Angola2012m55-64yo732.02007-20122007-2012
        16763Angola2000m>=65yo194.02000-20062000-2006
        16764Angola2001m>=65yo173.02000-20062000-2006
        16765Angola2002m>=65yo444.02000-20062000-2006
        16766Angola2003m>=65yo361.02000-20062000-2006
        16767Angola2004m>=65yo321.02000-20062000-2006
        16768Angola2005m>=65yo461.02000-20062000-2006
        16769Angola2006m>=65yo428.02000-20062000-2006
        16770Angola2007m>=65yo465.02007-20122007-2012
        16771Angola2008m>=65yo420.02007-20122007-2012
        16772Angola2009m>=65yo463.02007-20122007-2012
        16773Angola2010m>=65yo355.02007-20122007-2012
        16774Angola2011m>=65yo455.02007-20122007-2012
        16775Angola2012m>=65yo424.02007-20122007-2012
        19546Angola2000f<=14yo247.02000-20062000-2006
        19547Angola2001f<=14yo279.02000-20062000-2006
        19548Angola2002f<=14yo640.02000-20062000-2006
        19549Angola2003f<=14yo591.02000-20062000-2006
        19550Angola2004f<=14yo733.02000-20062000-2006
        19551Angola2005f<=14yo704.02000-20062000-2006
        19552Angola2006f<=14yo689.02000-20062000-2006
        19553Angola2007f<=14yo703.02007-20122007-2012
        19554Angola2008f<=14yo512.02007-20122007-2012
        19555Angola2009f<=14yo568.02007-20122007-2012
        19556Angola2010f<=14yo558.02007-20122007-2012
        19557Angola2011f<=14yo708.02007-20122007-2012
        19558Angola2012f<=14yo592.02007-20122007-2012
        22329Angola2000f15-24yo1142.02000-20062000-2006
        22330Angola2001f15-24yo993.02000-20062000-2006
        22331Angola2002f15-24yo2610.02000-20062000-2006
        22332Angola2003f15-24yo3078.02000-20062000-2006
        22333Angola2004f15-24yo3198.02000-20062000-2006
        22334Angola2005f15-24yo2926.02000-20062000-2006
        22335Angola2006f15-24yo2851.02000-20062000-2006
        22336Angola2007f15-24yo2943.02007-20122007-2012
        22337Angola2008f15-24yo3199.02007-20122007-2012
        22338Angola2009f15-24yo3152.02007-20122007-2012
        22339Angola2010f15-24yo2763.02007-20122007-2012
        22340Angola2011f15-24yo2731.02007-20122007-2012
        22341Angola2012f15-24yo2501.02007-20122007-2012
        25112Angola2000f25-34yo1091.02000-20062000-2006
        25113Angola2001f25-34yo869.02000-20062000-2006
        25114Angola2002f25-34yo2208.02000-20062000-2006
        25115Angola2003f25-34yo2641.02000-20062000-2006
        25116Angola2004f25-34yo2772.02000-20062000-2006
        25117Angola2005f25-34yo2682.02000-20062000-2006
        25118Angola2006f25-34yo2892.02000-20062000-2006
        25119Angola2007f25-34yo2721.02007-20122007-2012
        25120Angola2008f25-34yo2786.02007-20122007-2012
        25121Angola2009f25-34yo2798.02007-20122007-2012
        25122Angola2010f25-34yo2594.02007-20122007-2012
        25123Angola2011f25-34yo2563.02007-20122007-2012
        25124Angola2012f25-34yo2540.02007-20122007-2012
        27895Angola2000f35-44yo844.02000-20062000-2006
        27896Angola2001f35-44yo647.02000-20062000-2006
        27897Angola2002f35-44yo1600.02000-20062000-2006
        27898Angola2003f35-44yo1747.02000-20062000-2006
        27899Angola2004f35-44yo1854.02000-20062000-2006
        27900Angola2005f35-44yo1797.02000-20062000-2006
        27901Angola2006f35-44yo1990.02000-20062000-2006
        27902Angola2007f35-44yo1812.02007-20122007-2012
        27903Angola2008f35-44yo2082.02007-20122007-2012
        27904Angola2009f35-44yo1790.02007-20122007-2012
        27905Angola2010f35-44yo1688.02007-20122007-2012
        27906Angola2011f35-44yo1683.02007-20122007-2012
        27907Angola2012f35-44yo1617.02007-20122007-2012
        30678Angola2000f45-54yo417.02000-20062000-2006
        30679Angola2001f45-54yo323.02000-20062000-2006
        30680Angola2002f45-54yo972.02000-20062000-2006
        30681Angola2003f45-54yo1157.02000-20062000-2006
        30682Angola2004f45-54yo1029.02000-20062000-2006
        30683Angola2005f45-54yo1138.02000-20062000-2006
        30684Angola2006f45-54yo1223.02000-20062000-2006
        30685Angola2007f45-54yo1041.02007-20122007-2012
        30686Angola2008f45-54yo1209.02007-20122007-2012
        30687Angola2009f45-54yo1069.02007-20122007-2012
        30688Angola2010f45-54yo958.02007-20122007-2012
        30689Angola2011f45-54yo1006.02007-20122007-2012
        30690Angola2012f45-54yo1028.02007-20122007-2012
        33461Angola2000f55-64yo200.02000-20062000-2006
        33462Angola2001f55-64yo200.02000-20062000-2006
        33463Angola2002f55-64yo533.02000-20062000-2006
        33464Angola2003f55-64yo395.02000-20062000-2006
        33465Angola2004f55-64yo505.02000-20062000-2006
        33466Angola2005f55-64yo581.02000-20062000-2006
        33467Angola2006f55-64yo583.02000-20062000-2006
        33468Angola2007f55-64yo554.02007-20122007-2012
        33469Angola2008f55-64yo556.02007-20122007-2012
        33470Angola2009f55-64yo572.02007-20122007-2012
        33471Angola2010f55-64yo482.02007-20122007-2012
        33472Angola2011f55-64yo457.02007-20122007-2012
        33473Angola2012f55-64yo529.02007-20122007-2012
        36244Angola2000f>=65yo120.02000-20062000-2006
        36245Angola2001f>=65yo182.02000-20062000-2006
        36246Angola2002f>=65yo305.02000-20062000-2006
        36247Angola2003f>=65yo129.02000-20062000-2006
        36248Angola2004f>=65yo269.02000-20062000-2006
        36249Angola2005f>=65yo417.02000-20062000-2006
        36250Angola2006f>=65yo314.02000-20062000-2006
        36251Angola2007f>=65yo367.02007-20122007-2012
        36252Angola2008f>=65yo337.02007-20122007-2012
        36253Angola2009f>=65yo272.02007-20122007-2012
        36254Angola2010f>=65yo286.02007-20122007-2012
        36255Angola2011f>=65yo346.02007-20122007-2012
        36256Angola2012f>=65yo384.02007-20122007-2012
        \n", + "
        " + ], + "text/plain": [ + " country year gender age_range cases year_class year_range\n", + "65 Angola 2000 m <=14yo 186.0 2000-2006 2000-2006\n", + "66 Angola 2001 m <=14yo 230.0 2000-2006 2000-2006\n", + "67 Angola 2002 m <=14yo 435.0 2000-2006 2000-2006\n", + "68 Angola 2003 m <=14yo 409.0 2000-2006 2000-2006\n", + "69 Angola 2004 m <=14yo 554.0 2000-2006 2000-2006\n", + "70 Angola 2005 m <=14yo 520.0 2000-2006 2000-2006\n", + "71 Angola 2006 m <=14yo 540.0 2000-2006 2000-2006\n", + "72 Angola 2007 m <=14yo 484.0 2007-2012 2007-2012\n", + "73 Angola 2008 m <=14yo 367.0 2007-2012 2007-2012\n", + "74 Angola 2009 m <=14yo 392.0 2007-2012 2007-2012\n", + "75 Angola 2010 m <=14yo 448.0 2007-2012 2007-2012\n", + "76 Angola 2011 m <=14yo 501.0 2007-2012 2007-2012\n", + "77 Angola 2012 m <=14yo 390.0 2007-2012 2007-2012\n", + "2848 Angola 2000 m 15-24yo 999.0 2000-2006 2000-2006\n", + "2849 Angola 2001 m 15-24yo 892.0 2000-2006 2000-2006\n", + "2850 Angola 2002 m 15-24yo 2223.0 2000-2006 2000-2006\n", + "2851 Angola 2003 m 15-24yo 2355.0 2000-2006 2000-2006\n", + "2852 Angola 2004 m 15-24yo 2684.0 2000-2006 2000-2006\n", + "2853 Angola 2005 m 15-24yo 2549.0 2000-2006 2000-2006\n", + "2854 Angola 2006 m 15-24yo 2632.0 2000-2006 2000-2006\n", + "2855 Angola 2007 m 15-24yo 2824.0 2007-2012 2007-2012\n", + "2856 Angola 2008 m 15-24yo 2970.0 2007-2012 2007-2012\n", + "2857 Angola 2009 m 15-24yo 3054.0 2007-2012 2007-2012\n", + "2858 Angola 2010 m 15-24yo 2900.0 2007-2012 2007-2012\n", + "2859 Angola 2011 m 15-24yo 3000.0 2007-2012 2007-2012\n", + "2860 Angola 2012 m 15-24yo 2804.0 2007-2012 2007-2012\n", + "5631 Angola 2000 m 25-34yo 1003.0 2000-2006 2000-2006\n", + "5632 Angola 2001 m 25-34yo 752.0 2000-2006 2000-2006\n", + "5633 Angola 2002 m 25-34yo 2292.0 2000-2006 2000-2006\n", + "5634 Angola 2003 m 25-34yo 2598.0 2000-2006 2000-2006\n", + "5635 Angola 2004 m 25-34yo 2659.0 2000-2006 2000-2006\n", + "5636 Angola 2005 m 25-34yo 2797.0 2000-2006 2000-2006\n", + "5637 Angola 2006 m 25-34yo 3049.0 2000-2006 2000-2006\n", + "5638 Angola 2007 m 25-34yo 3197.0 2007-2012 2007-2012\n", + "5639 Angola 2008 m 25-34yo 3493.0 2007-2012 2007-2012\n", + "5640 Angola 2009 m 25-34yo 3600.0 2007-2012 2007-2012\n", + "5641 Angola 2010 m 25-34yo 3584.0 2007-2012 2007-2012\n", + "5642 Angola 2011 m 25-34yo 3792.0 2007-2012 2007-2012\n", + "5643 Angola 2012 m 25-34yo 3627.0 2007-2012 2007-2012\n", + "8414 Angola 2000 m 35-44yo 912.0 2000-2006 2000-2006\n", + "8415 Angola 2001 m 35-44yo 648.0 2000-2006 2000-2006\n", + "8416 Angola 2002 m 35-44yo 1915.0 2000-2006 2000-2006\n", + "8417 Angola 2003 m 35-44yo 1908.0 2000-2006 2000-2006\n", + "8418 Angola 2004 m 35-44yo 1998.0 2000-2006 2000-2006\n", + "8419 Angola 2005 m 35-44yo 1918.0 2000-2006 2000-2006\n", + "8420 Angola 2006 m 35-44yo 2182.0 2000-2006 2000-2006\n", + "8421 Angola 2007 m 35-44yo 2255.0 2007-2012 2007-2012\n", + "8422 Angola 2008 m 35-44yo 2418.0 2007-2012 2007-2012\n", + "8423 Angola 2009 m 35-44yo 2420.0 2007-2012 2007-2012\n", + "8424 Angola 2010 m 35-44yo 2415.0 2007-2012 2007-2012\n", + "8425 Angola 2011 m 35-44yo 2386.0 2007-2012 2007-2012\n", + "8426 Angola 2012 m 35-44yo 2529.0 2007-2012 2007-2012\n", + "11197 Angola 2000 m 45-54yo 482.0 2000-2006 2000-2006\n", + "11198 Angola 2001 m 45-54yo 420.0 2000-2006 2000-2006\n", + "11199 Angola 2002 m 45-54yo 1187.0 2000-2006 2000-2006\n", + "11200 Angola 2003 m 45-54yo 1090.0 2000-2006 2000-2006\n", + "11201 Angola 2004 m 45-54yo 1196.0 2000-2006 2000-2006\n", + "11202 Angola 2005 m 45-54yo 1255.0 2000-2006 2000-2006\n", + "11203 Angola 2006 m 45-54yo 1397.0 2000-2006 2000-2006\n", + "11204 Angola 2007 m 45-54yo 1357.0 2007-2012 2007-2012\n", + "11205 Angola 2008 m 45-54yo 1480.0 2007-2012 2007-2012\n", + "11206 Angola 2009 m 45-54yo 1590.0 2007-2012 2007-2012\n", + "11207 Angola 2010 m 45-54yo 1424.0 2007-2012 2007-2012\n", + "11208 Angola 2011 m 45-54yo 1395.0 2007-2012 2007-2012\n", + "11209 Angola 2012 m 45-54yo 1427.0 2007-2012 2007-2012\n", + "13980 Angola 2000 m 55-64yo 312.0 2000-2006 2000-2006\n", + "13981 Angola 2001 m 55-64yo 197.0 2000-2006 2000-2006\n", + "13982 Angola 2002 m 55-64yo 624.0 2000-2006 2000-2006\n", + "13983 Angola 2003 m 55-64yo 512.0 2000-2006 2000-2006\n", + "13984 Angola 2004 m 55-64yo 561.0 2000-2006 2000-2006\n", + "13985 Angola 2005 m 55-64yo 665.0 2000-2006 2000-2006\n", + "13986 Angola 2006 m 55-64yo 729.0 2000-2006 2000-2006\n", + "13987 Angola 2007 m 55-64yo 699.0 2007-2012 2007-2012\n", + "13988 Angola 2008 m 55-64yo 733.0 2007-2012 2007-2012\n", + "13989 Angola 2009 m 55-64yo 748.0 2007-2012 2007-2012\n", + "13990 Angola 2010 m 55-64yo 691.0 2007-2012 2007-2012\n", + "13991 Angola 2011 m 55-64yo 680.0 2007-2012 2007-2012\n", + "13992 Angola 2012 m 55-64yo 732.0 2007-2012 2007-2012\n", + "16763 Angola 2000 m >=65yo 194.0 2000-2006 2000-2006\n", + "16764 Angola 2001 m >=65yo 173.0 2000-2006 2000-2006\n", + "16765 Angola 2002 m >=65yo 444.0 2000-2006 2000-2006\n", + "16766 Angola 2003 m >=65yo 361.0 2000-2006 2000-2006\n", + "16767 Angola 2004 m >=65yo 321.0 2000-2006 2000-2006\n", + "16768 Angola 2005 m >=65yo 461.0 2000-2006 2000-2006\n", + "16769 Angola 2006 m >=65yo 428.0 2000-2006 2000-2006\n", + "16770 Angola 2007 m >=65yo 465.0 2007-2012 2007-2012\n", + "16771 Angola 2008 m >=65yo 420.0 2007-2012 2007-2012\n", + "16772 Angola 2009 m >=65yo 463.0 2007-2012 2007-2012\n", + "16773 Angola 2010 m >=65yo 355.0 2007-2012 2007-2012\n", + "16774 Angola 2011 m >=65yo 455.0 2007-2012 2007-2012\n", + "16775 Angola 2012 m >=65yo 424.0 2007-2012 2007-2012\n", + "19546 Angola 2000 f <=14yo 247.0 2000-2006 2000-2006\n", + "19547 Angola 2001 f <=14yo 279.0 2000-2006 2000-2006\n", + "19548 Angola 2002 f <=14yo 640.0 2000-2006 2000-2006\n", + "19549 Angola 2003 f <=14yo 591.0 2000-2006 2000-2006\n", + "19550 Angola 2004 f <=14yo 733.0 2000-2006 2000-2006\n", + "19551 Angola 2005 f <=14yo 704.0 2000-2006 2000-2006\n", + "19552 Angola 2006 f <=14yo 689.0 2000-2006 2000-2006\n", + "19553 Angola 2007 f <=14yo 703.0 2007-2012 2007-2012\n", + "19554 Angola 2008 f <=14yo 512.0 2007-2012 2007-2012\n", + "19555 Angola 2009 f <=14yo 568.0 2007-2012 2007-2012\n", + "19556 Angola 2010 f <=14yo 558.0 2007-2012 2007-2012\n", + "19557 Angola 2011 f <=14yo 708.0 2007-2012 2007-2012\n", + "19558 Angola 2012 f <=14yo 592.0 2007-2012 2007-2012\n", + "22329 Angola 2000 f 15-24yo 1142.0 2000-2006 2000-2006\n", + "22330 Angola 2001 f 15-24yo 993.0 2000-2006 2000-2006\n", + "22331 Angola 2002 f 15-24yo 2610.0 2000-2006 2000-2006\n", + "22332 Angola 2003 f 15-24yo 3078.0 2000-2006 2000-2006\n", + "22333 Angola 2004 f 15-24yo 3198.0 2000-2006 2000-2006\n", + "22334 Angola 2005 f 15-24yo 2926.0 2000-2006 2000-2006\n", + "22335 Angola 2006 f 15-24yo 2851.0 2000-2006 2000-2006\n", + "22336 Angola 2007 f 15-24yo 2943.0 2007-2012 2007-2012\n", + "22337 Angola 2008 f 15-24yo 3199.0 2007-2012 2007-2012\n", + "22338 Angola 2009 f 15-24yo 3152.0 2007-2012 2007-2012\n", + "22339 Angola 2010 f 15-24yo 2763.0 2007-2012 2007-2012\n", + "22340 Angola 2011 f 15-24yo 2731.0 2007-2012 2007-2012\n", + "22341 Angola 2012 f 15-24yo 2501.0 2007-2012 2007-2012\n", + "25112 Angola 2000 f 25-34yo 1091.0 2000-2006 2000-2006\n", + "25113 Angola 2001 f 25-34yo 869.0 2000-2006 2000-2006\n", + "25114 Angola 2002 f 25-34yo 2208.0 2000-2006 2000-2006\n", + "25115 Angola 2003 f 25-34yo 2641.0 2000-2006 2000-2006\n", + "25116 Angola 2004 f 25-34yo 2772.0 2000-2006 2000-2006\n", + "25117 Angola 2005 f 25-34yo 2682.0 2000-2006 2000-2006\n", + "25118 Angola 2006 f 25-34yo 2892.0 2000-2006 2000-2006\n", + "25119 Angola 2007 f 25-34yo 2721.0 2007-2012 2007-2012\n", + "25120 Angola 2008 f 25-34yo 2786.0 2007-2012 2007-2012\n", + "25121 Angola 2009 f 25-34yo 2798.0 2007-2012 2007-2012\n", + "25122 Angola 2010 f 25-34yo 2594.0 2007-2012 2007-2012\n", + "25123 Angola 2011 f 25-34yo 2563.0 2007-2012 2007-2012\n", + "25124 Angola 2012 f 25-34yo 2540.0 2007-2012 2007-2012\n", + "27895 Angola 2000 f 35-44yo 844.0 2000-2006 2000-2006\n", + "27896 Angola 2001 f 35-44yo 647.0 2000-2006 2000-2006\n", + "27897 Angola 2002 f 35-44yo 1600.0 2000-2006 2000-2006\n", + "27898 Angola 2003 f 35-44yo 1747.0 2000-2006 2000-2006\n", + "27899 Angola 2004 f 35-44yo 1854.0 2000-2006 2000-2006\n", + "27900 Angola 2005 f 35-44yo 1797.0 2000-2006 2000-2006\n", + "27901 Angola 2006 f 35-44yo 1990.0 2000-2006 2000-2006\n", + "27902 Angola 2007 f 35-44yo 1812.0 2007-2012 2007-2012\n", + "27903 Angola 2008 f 35-44yo 2082.0 2007-2012 2007-2012\n", + "27904 Angola 2009 f 35-44yo 1790.0 2007-2012 2007-2012\n", + "27905 Angola 2010 f 35-44yo 1688.0 2007-2012 2007-2012\n", + "27906 Angola 2011 f 35-44yo 1683.0 2007-2012 2007-2012\n", + "27907 Angola 2012 f 35-44yo 1617.0 2007-2012 2007-2012\n", + "30678 Angola 2000 f 45-54yo 417.0 2000-2006 2000-2006\n", + "30679 Angola 2001 f 45-54yo 323.0 2000-2006 2000-2006\n", + "30680 Angola 2002 f 45-54yo 972.0 2000-2006 2000-2006\n", + "30681 Angola 2003 f 45-54yo 1157.0 2000-2006 2000-2006\n", + "30682 Angola 2004 f 45-54yo 1029.0 2000-2006 2000-2006\n", + "30683 Angola 2005 f 45-54yo 1138.0 2000-2006 2000-2006\n", + "30684 Angola 2006 f 45-54yo 1223.0 2000-2006 2000-2006\n", + "30685 Angola 2007 f 45-54yo 1041.0 2007-2012 2007-2012\n", + "30686 Angola 2008 f 45-54yo 1209.0 2007-2012 2007-2012\n", + "30687 Angola 2009 f 45-54yo 1069.0 2007-2012 2007-2012\n", + "30688 Angola 2010 f 45-54yo 958.0 2007-2012 2007-2012\n", + "30689 Angola 2011 f 45-54yo 1006.0 2007-2012 2007-2012\n", + "30690 Angola 2012 f 45-54yo 1028.0 2007-2012 2007-2012\n", + "33461 Angola 2000 f 55-64yo 200.0 2000-2006 2000-2006\n", + "33462 Angola 2001 f 55-64yo 200.0 2000-2006 2000-2006\n", + "33463 Angola 2002 f 55-64yo 533.0 2000-2006 2000-2006\n", + "33464 Angola 2003 f 55-64yo 395.0 2000-2006 2000-2006\n", + "33465 Angola 2004 f 55-64yo 505.0 2000-2006 2000-2006\n", + "33466 Angola 2005 f 55-64yo 581.0 2000-2006 2000-2006\n", + "33467 Angola 2006 f 55-64yo 583.0 2000-2006 2000-2006\n", + "33468 Angola 2007 f 55-64yo 554.0 2007-2012 2007-2012\n", + "33469 Angola 2008 f 55-64yo 556.0 2007-2012 2007-2012\n", + "33470 Angola 2009 f 55-64yo 572.0 2007-2012 2007-2012\n", + "33471 Angola 2010 f 55-64yo 482.0 2007-2012 2007-2012\n", + "33472 Angola 2011 f 55-64yo 457.0 2007-2012 2007-2012\n", + "33473 Angola 2012 f 55-64yo 529.0 2007-2012 2007-2012\n", + "36244 Angola 2000 f >=65yo 120.0 2000-2006 2000-2006\n", + "36245 Angola 2001 f >=65yo 182.0 2000-2006 2000-2006\n", + "36246 Angola 2002 f >=65yo 305.0 2000-2006 2000-2006\n", + "36247 Angola 2003 f >=65yo 129.0 2000-2006 2000-2006\n", + "36248 Angola 2004 f >=65yo 269.0 2000-2006 2000-2006\n", + "36249 Angola 2005 f >=65yo 417.0 2000-2006 2000-2006\n", + "36250 Angola 2006 f >=65yo 314.0 2000-2006 2000-2006\n", + "36251 Angola 2007 f >=65yo 367.0 2007-2012 2007-2012\n", + "36252 Angola 2008 f >=65yo 337.0 2007-2012 2007-2012\n", + "36253 Angola 2009 f >=65yo 272.0 2007-2012 2007-2012\n", + "36254 Angola 2010 f >=65yo 286.0 2007-2012 2007-2012\n", + "36255 Angola 2011 f >=65yo 346.0 2007-2012 2007-2012\n", + "36256 Angola 2012 f >=65yo 384.0 2007-2012 2007-2012" + ] + }, + "execution_count": 81, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb['year_range'] = tb['year'].between(2000, 2006).map({True: '2000-2006', False: '2007-2012'})\n", + "tb[tb['country'] == 'Angola']" + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "id": "e987b783", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        genderfm
        countryyear_range
        Afghanistan2000-200667.832.2
        2007-201267.432.6
        Albania2000-200632.467.6
        2007-201230.569.5
        Algeria2000-200641.158.9
        2007-201238.561.5
        American Samoa2000-200664.735.3
        2007-2012NaNNaN
        Andorra2000-200635.764.3
        2007-201250.050.0
        Angola2000-200650.249.8
        2007-201245.354.7
        Anguilla2000-2006100.00.0
        2007-20120.0100.0
        Antigua and Barbuda2000-200668.831.2
        2007-201210.090.0
        Argentina2000-200642.957.1
        2007-201244.255.8
        Armenia2000-200617.582.5
        2007-201220.479.6
        Aruba2000-2006NaNNaN
        2007-201252.447.6
        Australia2000-200637.462.6
        2007-201241.358.7
        Austria2000-200627.872.2
        2007-201233.566.5
        Azerbaijan2000-200620.979.1
        2007-201225.974.1
        Bahamas2000-200641.158.9
        2007-201232.967.1
        Bahrain2000-200631.069.0
        2007-201230.469.6
        Bangladesh2000-200631.268.8
        2007-201233.766.3
        Barbados2000-200631.668.4
        2007-201235.364.7
        Belarus2000-200619.580.5
        2007-201223.376.7
        Belgium2000-200630.469.6
        2007-201232.867.2
        Belize2000-200636.663.4
        2007-201231.268.8
        Benin2000-200636.263.8
        2007-201234.865.2
        Bermuda2000-200650.050.0
        2007-201250.050.0
        Bhutan2000-200643.456.6
        2007-201250.949.1
        Bolivia (Plurinational State of)2000-200640.659.4
        2007-201239.460.6
        Bonaire, Saint Eustatius and Saba2007-2012NaNNaN
        Bosnia and Herzegovina2000-200642.657.4
        2007-201240.259.8
        Botswana2000-200643.756.3
        2007-201243.956.1
        Brazil2000-200634.965.1
        2007-201231.768.3
        British Virgin Islands2000-200650.050.0
        2007-20120.0100.0
        Brunei Darussalam2000-200638.661.4
        2007-201238.062.0
        Bulgaria2000-200631.468.6
        2007-201228.571.5
        Burkina Faso2000-200632.367.7
        2007-201231.268.8
        Burundi2000-200638.561.5
        2007-201234.365.7
        Cabo Verde2000-200639.660.4
        2007-201229.870.2
        Cambodia2000-200648.851.2
        2007-201247.053.0
        Cameroon2000-200640.159.9
        2007-201240.060.0
        Canada2000-200642.657.4
        2007-201239.260.8
        Cayman Islands2000-200614.385.7
        2007-201211.188.9
        Central African Republic2000-200643.856.2
        2007-201245.154.9
        Chad2000-200639.460.6
        2007-201233.067.0
        Chile2000-200632.767.3
        2007-201231.568.5
        China2000-200631.368.7
        2007-201228.771.3
        China, Hong Kong SAR2000-200630.969.1
        2007-201231.668.4
        China, Macao SAR2000-200628.971.1
        2007-201231.968.1
        Colombia2000-200640.060.0
        2007-201239.660.4
        Comoros2000-200643.156.9
        2007-201232.567.5
        Congo2000-200646.353.7
        2007-201244.855.2
        Cook Islands2000-20060.0100.0
        2007-201225.075.0
        Costa Rica2000-200635.164.9
        2007-201234.765.3
        Cote d'Ivoire2000-200641.158.9
        2007-201239.960.1
        Croatia2000-200633.266.8
        2007-201232.068.0
        Cuba2000-200624.076.0
        2007-201222.677.4
        Curacao2007-201250.050.0
        Cyprus2000-200627.172.9
        2007-201246.753.3
        Czech Republic2000-200627.172.9
        2007-201224.076.0
        Democratic People's Republic of Korea2000-200638.561.5
        2007-201236.963.1
        Democratic Republic of the Congo2000-200646.953.1
        2007-201245.754.3
        Denmark2000-200638.161.9
        2007-201233.067.0
        Djibouti2000-200632.467.6
        2007-201234.965.1
        Dominica2000-200650.050.0
        2007-201224.076.0
        Dominican Republic2000-200639.660.4
        2007-201238.161.9
        Ecuador2000-200640.759.3
        2007-201236.863.2
        Egypt2000-200634.066.0
        2007-201232.967.1
        El Salvador2000-200639.660.4
        2007-201236.363.7
        Equatorial Guinea2000-200639.760.3
        2007-201242.157.9
        Eritrea2000-200653.546.5
        2007-201244.855.2
        Estonia2000-200626.673.4
        2007-201225.874.2
        Ethiopia2000-200645.354.7
        2007-201244.555.5
        Fiji2000-200638.561.5
        2007-201245.954.1
        Finland2000-200634.965.1
        2007-201233.466.6
        France2000-200634.265.8
        2007-201236.763.3
        French Polynesia2000-200645.554.5
        2007-201245.654.4
        Gabon2000-200640.259.8
        2007-201239.760.3
        Gambia2000-200629.870.2
        2007-201232.367.7
        Georgia2000-200624.076.0
        2007-201223.476.6
        Germany2000-200634.565.5
        2007-201234.165.9
        Ghana2000-200634.965.1
        2007-201233.466.6
        Greece2000-200629.170.9
        2007-201228.571.5
        Greenland2000-2006NaNNaN
        2007-201239.560.5
        Grenada2000-200650.050.0
        2007-201222.277.8
        Guam2000-200635.164.9
        2007-201231.268.8
        Guatemala2000-200646.153.9
        2007-201246.553.5
        Guinea2000-200634.066.0
        2007-201234.965.1
        Guinea-Bissau2000-200639.860.2
        2007-201239.160.9
        Guyana2000-200631.868.2
        2007-201228.072.0
        Haiti2000-200649.950.1
        2007-201248.751.3
        Honduras2000-200644.655.4
        2007-201240.159.9
        Hungary2000-200626.373.7
        2007-201228.571.5
        Iceland2000-200640.060.0
        2007-201250.050.0
        India2000-200630.969.1
        2007-201230.669.4
        Indonesia2000-200641.858.2
        2007-201240.859.2
        Iran (Islamic Republic of)2000-200649.850.2
        2007-201249.750.3
        Iraq2000-200634.565.5
        2007-201242.757.3
        Ireland2000-200635.864.2
        2007-201233.067.0
        Israel2000-200638.761.3
        2007-201236.163.9
        Italy2000-200634.765.3
        2007-201236.963.1
        Jamaica2000-200628.471.6
        2007-201232.367.7
        Japan2000-200630.469.6
        2007-201233.366.7
        Jordan2000-200634.265.8
        2007-201246.653.4
        Kazakhstan2000-200637.862.2
        2007-201237.862.2
        Kenya2000-200642.157.9
        2007-201239.360.7
        Kiribati2000-200647.053.0
        2007-201248.251.8
        Kuwait2000-200635.464.6
        2007-201242.757.3
        Kyrgyzstan2000-200639.160.9
        2007-201240.859.2
        Lao People's Democratic Republic2000-200638.761.3
        2007-201238.961.1
        Latvia2000-200626.273.8
        2007-201225.374.7
        Lebanon2000-200641.258.8
        2007-201258.241.8
        Lesotho2000-200644.255.8
        2007-201243.756.3
        Liberia2000-200643.057.0
        2007-201244.355.7
        Libya2000-200621.578.5
        2007-201223.476.6
        Lithuania2000-200626.773.3
        2007-201225.274.8
        Luxembourg2000-200639.360.7
        2007-20120.0100.0
        Madagascar2000-200640.859.2
        2007-201241.059.0
        Malawi2000-200649.550.5
        2007-201244.355.7
        Malaysia2000-200631.368.7
        2007-201233.166.9
        Maldives2000-200638.761.3
        2007-201232.767.3
        Mali2000-200632.267.8
        2007-201233.666.4
        Malta2000-200616.084.0
        2007-201220.080.0
        Marshall Islands2000-200651.148.9
        2007-201251.448.6
        Mauritania2000-200628.771.3
        2007-201229.170.9
        Mauritius2000-200629.470.6
        2007-201230.669.4
        Mexico2000-200638.461.6
        2007-201237.962.1
        Micronesia (Federated States of)2000-200655.544.5
        2007-201252.647.4
        Monaco2000-2006NaNNaN
        2007-2012NaNNaN
        Mongolia2000-200646.453.6
        2007-201243.456.6
        Montenegro2000-200634.465.6
        2007-201242.157.9
        Montserrat2000-20060.0100.0
        2007-2012100.00.0
        Morocco2000-200634.165.9
        2007-201229.970.1
        Mozambique2000-2006NaNNaN
        2007-2012NaNNaN
        Myanmar2000-200634.165.9
        2007-201234.265.8
        Namibia2000-200642.957.1
        2007-201243.256.8
        Nauru2000-200650.050.0
        2007-201230.070.0
        Nepal2000-200632.967.1
        2007-201232.167.9
        Netherlands2000-200632.068.0
        2007-201235.364.7
        Netherlands Antilles2000-200623.176.9
        2007-2012NaNNaN
        New Caledonia2000-200642.357.7
        2007-201232.567.5
        New Zealand2000-200646.853.2
        2007-201246.153.9
        Nicaragua2000-200644.455.6
        2007-201242.657.4
        Niger2000-200628.271.8
        2007-201226.074.0
        Nigeria2000-200641.858.2
        2007-201239.860.2
        Niue2000-2006100.00.0
        2007-2012NaNNaN
        Northern Mariana Islands2000-200646.453.6
        2007-201237.262.8
        Norway2000-200642.457.6
        2007-201237.262.8
        Oman2000-200639.660.4
        2007-201238.161.9
        Pakistan2000-200648.751.3
        2007-201248.751.3
        Palau2000-200632.467.6
        2007-201239.360.7
        Panama2000-200636.263.8
        2007-201236.463.6
        Papua New Guinea2000-200648.451.6
        2007-201248.451.6
        Paraguay2000-200635.764.3
        2007-201230.669.4
        Peru2000-200642.757.3
        2007-201242.957.1
        Philippines2000-200630.969.1
        2007-201229.770.3
        Poland2000-200630.469.6
        2007-201228.671.4
        Portugal2000-200625.974.1
        2007-201226.373.7
        Puerto Rico2000-200632.167.9
        2007-201229.470.6
        Qatar2000-200622.277.8
        2007-201214.885.2
        Republic of Korea2000-200636.963.1
        2007-201240.359.7
        Republic of Moldova2000-200623.876.2
        2007-201222.177.9
        Romania2000-200628.671.4
        2007-201229.170.9
        Russian Federation2000-200623.876.2
        2007-201226.373.7
        Rwanda2000-200636.263.8
        2007-201235.864.2
        Saint Kitts and Nevis2000-200675.025.0
        2007-201227.872.2
        Saint Lucia2000-200637.762.3
        2007-201225.774.3
        Saint Vincent and the Grenadines2000-200624.475.6
        2007-201223.576.5
        Samoa2000-200650.050.0
        2007-201282.817.2
        San Marino2000-20060.0100.0
        2007-2012NaNNaN
        Sao Tome and Principe2000-200647.552.5
        2007-201238.961.1
        Saudi Arabia2000-200639.360.7
        2007-201238.561.5
        Senegal2000-200631.468.6
        2007-201230.969.1
        Serbia2000-200638.961.1
        2007-201240.060.0
        Serbia & Montenegro2000-200639.860.2
        Seychelles2000-200628.871.2
        2007-201225.774.3
        Sierra Leone2000-200638.461.6
        2007-201237.462.6
        Singapore2000-200625.974.1
        2007-201225.574.5
        Sint Maarten (Dutch part)2007-201266.733.3
        Slovakia2000-200632.867.2
        2007-201228.571.5
        Slovenia2000-200634.665.4
        2007-201234.165.9
        Solomon Islands2000-200653.446.6
        2007-201251.448.6
        Somalia2000-200635.564.5
        2007-201235.564.5
        South Africa2000-200643.756.3
        2007-201245.754.3
        South Sudan2007-201235.065.0
        Spain2000-200632.068.0
        2007-201234.066.0
        Sri Lanka2000-200627.272.8
        2007-201226.573.5
        Sudan2000-200640.159.9
        2007-201237.662.4
        Suriname2000-200628.471.6
        2007-201230.369.7
        Swaziland2000-200648.851.2
        2007-201251.049.0
        Sweden2000-200643.956.1
        2007-201240.759.3
        Switzerland2000-200637.063.0
        2007-201240.559.5
        Syrian Arab Republic2000-200635.164.9
        2007-201237.162.9
        Tajikistan2000-200640.859.2
        2007-201243.956.1
        Thailand2000-200629.770.3
        2007-201230.070.0
        The Former Yugoslav Republic of Macedonia2000-200636.963.1
        2007-201234.365.7
        Timor-Leste2000-200642.557.5
        2007-201244.955.1
        Togo2000-200638.861.2
        2007-201239.061.0
        Tokelau2000-2006NaNNaN
        2007-2012NaNNaN
        Tonga2000-200640.259.8
        2007-201242.357.7
        Trinidad and Tobago2000-200629.670.4
        2007-201226.673.4
        Tunisia2000-200626.873.2
        2007-201228.771.3
        Turkey2000-200627.073.0
        2007-201228.271.8
        Turkmenistan2000-200634.965.1
        2007-201236.563.5
        Turks and Caicos Islands2000-200666.733.3
        2007-201231.268.8
        Tuvalu2000-200638.561.5
        2007-201251.049.0
        US Virgin Islands2000-2006NaNNaN
        2007-2012NaNNaN
        Uganda2000-200641.558.5
        2007-201236.763.3
        Ukraine2000-200623.176.9
        2007-201224.875.2
        United Arab Emirates2000-200645.754.3
        2007-201241.558.5
        United Kingdom of Great Britain and Northern Ireland2000-200640.259.8
        2007-201239.160.9
        United Republic of Tanzania2000-200637.762.3
        2007-201236.563.5
        United States of America2000-200631.968.1
        2007-201232.467.6
        Uruguay2000-200630.769.3
        2007-201229.071.0
        Uzbekistan2000-200642.257.8
        2007-201242.657.4
        Vanuatu2000-200645.354.7
        2007-201254.545.5
        Venezuela (Bolivarian Republic of)2000-200639.460.6
        2007-201239.560.5
        Viet Nam2000-200628.871.2
        2007-201225.874.2
        Wallis and Futuna Islands2000-200641.258.8
        2007-201216.783.3
        West Bank and Gaza Strip2000-200633.366.7
        2007-201229.670.4
        Yemen2000-200645.154.9
        2007-201244.855.2
        Zambia2000-200643.656.4
        2007-201239.760.3
        Zimbabwe2000-200646.453.6
        2007-201246.453.6
        \n", + "
        " + ], + "text/plain": [ + "gender f m\n", + "country year_range \n", + "Afghanistan 2000-2006 67.8 32.2\n", + " 2007-2012 67.4 32.6\n", + "Albania 2000-2006 32.4 67.6\n", + " 2007-2012 30.5 69.5\n", + "Algeria 2000-2006 41.1 58.9\n", + " 2007-2012 38.5 61.5\n", + "American Samoa 2000-2006 64.7 35.3\n", + " 2007-2012 NaN NaN\n", + "Andorra 2000-2006 35.7 64.3\n", + " 2007-2012 50.0 50.0\n", + "Angola 2000-2006 50.2 49.8\n", + " 2007-2012 45.3 54.7\n", + "Anguilla 2000-2006 100.0 0.0\n", + " 2007-2012 0.0 100.0\n", + "Antigua and Barbuda 2000-2006 68.8 31.2\n", + " 2007-2012 10.0 90.0\n", + "Argentina 2000-2006 42.9 57.1\n", + " 2007-2012 44.2 55.8\n", + "Armenia 2000-2006 17.5 82.5\n", + " 2007-2012 20.4 79.6\n", + "Aruba 2000-2006 NaN NaN\n", + " 2007-2012 52.4 47.6\n", + "Australia 2000-2006 37.4 62.6\n", + " 2007-2012 41.3 58.7\n", + "Austria 2000-2006 27.8 72.2\n", + " 2007-2012 33.5 66.5\n", + "Azerbaijan 2000-2006 20.9 79.1\n", + " 2007-2012 25.9 74.1\n", + "Bahamas 2000-2006 41.1 58.9\n", + " 2007-2012 32.9 67.1\n", + "Bahrain 2000-2006 31.0 69.0\n", + " 2007-2012 30.4 69.6\n", + "Bangladesh 2000-2006 31.2 68.8\n", + " 2007-2012 33.7 66.3\n", + "Barbados 2000-2006 31.6 68.4\n", + " 2007-2012 35.3 64.7\n", + "Belarus 2000-2006 19.5 80.5\n", + " 2007-2012 23.3 76.7\n", + "Belgium 2000-2006 30.4 69.6\n", + " 2007-2012 32.8 67.2\n", + "Belize 2000-2006 36.6 63.4\n", + " 2007-2012 31.2 68.8\n", + "Benin 2000-2006 36.2 63.8\n", + " 2007-2012 34.8 65.2\n", + "Bermuda 2000-2006 50.0 50.0\n", + " 2007-2012 50.0 50.0\n", + "Bhutan 2000-2006 43.4 56.6\n", + " 2007-2012 50.9 49.1\n", + "Bolivia (Plurinational State of) 2000-2006 40.6 59.4\n", + " 2007-2012 39.4 60.6\n", + "Bonaire, Saint Eustatius and Saba 2007-2012 NaN NaN\n", + "Bosnia and Herzegovina 2000-2006 42.6 57.4\n", + " 2007-2012 40.2 59.8\n", + "Botswana 2000-2006 43.7 56.3\n", + " 2007-2012 43.9 56.1\n", + "Brazil 2000-2006 34.9 65.1\n", + " 2007-2012 31.7 68.3\n", + "British Virgin Islands 2000-2006 50.0 50.0\n", + " 2007-2012 0.0 100.0\n", + "Brunei Darussalam 2000-2006 38.6 61.4\n", + " 2007-2012 38.0 62.0\n", + "Bulgaria 2000-2006 31.4 68.6\n", + " 2007-2012 28.5 71.5\n", + "Burkina Faso 2000-2006 32.3 67.7\n", + " 2007-2012 31.2 68.8\n", + "Burundi 2000-2006 38.5 61.5\n", + " 2007-2012 34.3 65.7\n", + "Cabo Verde 2000-2006 39.6 60.4\n", + " 2007-2012 29.8 70.2\n", + "Cambodia 2000-2006 48.8 51.2\n", + " 2007-2012 47.0 53.0\n", + "Cameroon 2000-2006 40.1 59.9\n", + " 2007-2012 40.0 60.0\n", + "Canada 2000-2006 42.6 57.4\n", + " 2007-2012 39.2 60.8\n", + "Cayman Islands 2000-2006 14.3 85.7\n", + " 2007-2012 11.1 88.9\n", + "Central African Republic 2000-2006 43.8 56.2\n", + " 2007-2012 45.1 54.9\n", + "Chad 2000-2006 39.4 60.6\n", + " 2007-2012 33.0 67.0\n", + "Chile 2000-2006 32.7 67.3\n", + " 2007-2012 31.5 68.5\n", + "China 2000-2006 31.3 68.7\n", + " 2007-2012 28.7 71.3\n", + "China, Hong Kong SAR 2000-2006 30.9 69.1\n", + " 2007-2012 31.6 68.4\n", + "China, Macao SAR 2000-2006 28.9 71.1\n", + " 2007-2012 31.9 68.1\n", + "Colombia 2000-2006 40.0 60.0\n", + " 2007-2012 39.6 60.4\n", + "Comoros 2000-2006 43.1 56.9\n", + " 2007-2012 32.5 67.5\n", + "Congo 2000-2006 46.3 53.7\n", + " 2007-2012 44.8 55.2\n", + "Cook Islands 2000-2006 0.0 100.0\n", + " 2007-2012 25.0 75.0\n", + "Costa Rica 2000-2006 35.1 64.9\n", + " 2007-2012 34.7 65.3\n", + "Cote d'Ivoire 2000-2006 41.1 58.9\n", + " 2007-2012 39.9 60.1\n", + "Croatia 2000-2006 33.2 66.8\n", + " 2007-2012 32.0 68.0\n", + "Cuba 2000-2006 24.0 76.0\n", + " 2007-2012 22.6 77.4\n", + "Curacao 2007-2012 50.0 50.0\n", + "Cyprus 2000-2006 27.1 72.9\n", + " 2007-2012 46.7 53.3\n", + "Czech Republic 2000-2006 27.1 72.9\n", + " 2007-2012 24.0 76.0\n", + "Democratic People's Republic of Korea 2000-2006 38.5 61.5\n", + " 2007-2012 36.9 63.1\n", + "Democratic Republic of the Congo 2000-2006 46.9 53.1\n", + " 2007-2012 45.7 54.3\n", + "Denmark 2000-2006 38.1 61.9\n", + " 2007-2012 33.0 67.0\n", + "Djibouti 2000-2006 32.4 67.6\n", + " 2007-2012 34.9 65.1\n", + "Dominica 2000-2006 50.0 50.0\n", + " 2007-2012 24.0 76.0\n", + "Dominican Republic 2000-2006 39.6 60.4\n", + " 2007-2012 38.1 61.9\n", + "Ecuador 2000-2006 40.7 59.3\n", + " 2007-2012 36.8 63.2\n", + "Egypt 2000-2006 34.0 66.0\n", + " 2007-2012 32.9 67.1\n", + "El Salvador 2000-2006 39.6 60.4\n", + " 2007-2012 36.3 63.7\n", + "Equatorial Guinea 2000-2006 39.7 60.3\n", + " 2007-2012 42.1 57.9\n", + "Eritrea 2000-2006 53.5 46.5\n", + " 2007-2012 44.8 55.2\n", + "Estonia 2000-2006 26.6 73.4\n", + " 2007-2012 25.8 74.2\n", + "Ethiopia 2000-2006 45.3 54.7\n", + " 2007-2012 44.5 55.5\n", + "Fiji 2000-2006 38.5 61.5\n", + " 2007-2012 45.9 54.1\n", + "Finland 2000-2006 34.9 65.1\n", + " 2007-2012 33.4 66.6\n", + "France 2000-2006 34.2 65.8\n", + " 2007-2012 36.7 63.3\n", + "French Polynesia 2000-2006 45.5 54.5\n", + " 2007-2012 45.6 54.4\n", + "Gabon 2000-2006 40.2 59.8\n", + " 2007-2012 39.7 60.3\n", + "Gambia 2000-2006 29.8 70.2\n", + " 2007-2012 32.3 67.7\n", + "Georgia 2000-2006 24.0 76.0\n", + " 2007-2012 23.4 76.6\n", + "Germany 2000-2006 34.5 65.5\n", + " 2007-2012 34.1 65.9\n", + "Ghana 2000-2006 34.9 65.1\n", + " 2007-2012 33.4 66.6\n", + "Greece 2000-2006 29.1 70.9\n", + " 2007-2012 28.5 71.5\n", + "Greenland 2000-2006 NaN NaN\n", + " 2007-2012 39.5 60.5\n", + "Grenada 2000-2006 50.0 50.0\n", + " 2007-2012 22.2 77.8\n", + "Guam 2000-2006 35.1 64.9\n", + " 2007-2012 31.2 68.8\n", + "Guatemala 2000-2006 46.1 53.9\n", + " 2007-2012 46.5 53.5\n", + "Guinea 2000-2006 34.0 66.0\n", + " 2007-2012 34.9 65.1\n", + "Guinea-Bissau 2000-2006 39.8 60.2\n", + " 2007-2012 39.1 60.9\n", + "Guyana 2000-2006 31.8 68.2\n", + " 2007-2012 28.0 72.0\n", + "Haiti 2000-2006 49.9 50.1\n", + " 2007-2012 48.7 51.3\n", + "Honduras 2000-2006 44.6 55.4\n", + " 2007-2012 40.1 59.9\n", + "Hungary 2000-2006 26.3 73.7\n", + " 2007-2012 28.5 71.5\n", + "Iceland 2000-2006 40.0 60.0\n", + " 2007-2012 50.0 50.0\n", + "India 2000-2006 30.9 69.1\n", + " 2007-2012 30.6 69.4\n", + "Indonesia 2000-2006 41.8 58.2\n", + " 2007-2012 40.8 59.2\n", + "Iran (Islamic Republic of) 2000-2006 49.8 50.2\n", + " 2007-2012 49.7 50.3\n", + "Iraq 2000-2006 34.5 65.5\n", + " 2007-2012 42.7 57.3\n", + "Ireland 2000-2006 35.8 64.2\n", + " 2007-2012 33.0 67.0\n", + "Israel 2000-2006 38.7 61.3\n", + " 2007-2012 36.1 63.9\n", + "Italy 2000-2006 34.7 65.3\n", + " 2007-2012 36.9 63.1\n", + "Jamaica 2000-2006 28.4 71.6\n", + " 2007-2012 32.3 67.7\n", + "Japan 2000-2006 30.4 69.6\n", + " 2007-2012 33.3 66.7\n", + "Jordan 2000-2006 34.2 65.8\n", + " 2007-2012 46.6 53.4\n", + "Kazakhstan 2000-2006 37.8 62.2\n", + " 2007-2012 37.8 62.2\n", + "Kenya 2000-2006 42.1 57.9\n", + " 2007-2012 39.3 60.7\n", + "Kiribati 2000-2006 47.0 53.0\n", + " 2007-2012 48.2 51.8\n", + "Kuwait 2000-2006 35.4 64.6\n", + " 2007-2012 42.7 57.3\n", + "Kyrgyzstan 2000-2006 39.1 60.9\n", + " 2007-2012 40.8 59.2\n", + "Lao People's Democratic Republic 2000-2006 38.7 61.3\n", + " 2007-2012 38.9 61.1\n", + "Latvia 2000-2006 26.2 73.8\n", + " 2007-2012 25.3 74.7\n", + "Lebanon 2000-2006 41.2 58.8\n", + " 2007-2012 58.2 41.8\n", + "Lesotho 2000-2006 44.2 55.8\n", + " 2007-2012 43.7 56.3\n", + "Liberia 2000-2006 43.0 57.0\n", + " 2007-2012 44.3 55.7\n", + "Libya 2000-2006 21.5 78.5\n", + " 2007-2012 23.4 76.6\n", + "Lithuania 2000-2006 26.7 73.3\n", + " 2007-2012 25.2 74.8\n", + "Luxembourg 2000-2006 39.3 60.7\n", + " 2007-2012 0.0 100.0\n", + "Madagascar 2000-2006 40.8 59.2\n", + " 2007-2012 41.0 59.0\n", + "Malawi 2000-2006 49.5 50.5\n", + " 2007-2012 44.3 55.7\n", + "Malaysia 2000-2006 31.3 68.7\n", + " 2007-2012 33.1 66.9\n", + "Maldives 2000-2006 38.7 61.3\n", + " 2007-2012 32.7 67.3\n", + "Mali 2000-2006 32.2 67.8\n", + " 2007-2012 33.6 66.4\n", + "Malta 2000-2006 16.0 84.0\n", + " 2007-2012 20.0 80.0\n", + "Marshall Islands 2000-2006 51.1 48.9\n", + " 2007-2012 51.4 48.6\n", + "Mauritania 2000-2006 28.7 71.3\n", + " 2007-2012 29.1 70.9\n", + "Mauritius 2000-2006 29.4 70.6\n", + " 2007-2012 30.6 69.4\n", + "Mexico 2000-2006 38.4 61.6\n", + " 2007-2012 37.9 62.1\n", + "Micronesia (Federated States of) 2000-2006 55.5 44.5\n", + " 2007-2012 52.6 47.4\n", + "Monaco 2000-2006 NaN NaN\n", + " 2007-2012 NaN NaN\n", + "Mongolia 2000-2006 46.4 53.6\n", + " 2007-2012 43.4 56.6\n", + "Montenegro 2000-2006 34.4 65.6\n", + " 2007-2012 42.1 57.9\n", + "Montserrat 2000-2006 0.0 100.0\n", + " 2007-2012 100.0 0.0\n", + "Morocco 2000-2006 34.1 65.9\n", + " 2007-2012 29.9 70.1\n", + "Mozambique 2000-2006 NaN NaN\n", + " 2007-2012 NaN NaN\n", + "Myanmar 2000-2006 34.1 65.9\n", + " 2007-2012 34.2 65.8\n", + "Namibia 2000-2006 42.9 57.1\n", + " 2007-2012 43.2 56.8\n", + "Nauru 2000-2006 50.0 50.0\n", + " 2007-2012 30.0 70.0\n", + "Nepal 2000-2006 32.9 67.1\n", + " 2007-2012 32.1 67.9\n", + "Netherlands 2000-2006 32.0 68.0\n", + " 2007-2012 35.3 64.7\n", + "Netherlands Antilles 2000-2006 23.1 76.9\n", + " 2007-2012 NaN NaN\n", + "New Caledonia 2000-2006 42.3 57.7\n", + " 2007-2012 32.5 67.5\n", + "New Zealand 2000-2006 46.8 53.2\n", + " 2007-2012 46.1 53.9\n", + "Nicaragua 2000-2006 44.4 55.6\n", + " 2007-2012 42.6 57.4\n", + "Niger 2000-2006 28.2 71.8\n", + " 2007-2012 26.0 74.0\n", + "Nigeria 2000-2006 41.8 58.2\n", + " 2007-2012 39.8 60.2\n", + "Niue 2000-2006 100.0 0.0\n", + " 2007-2012 NaN NaN\n", + "Northern Mariana Islands 2000-2006 46.4 53.6\n", + " 2007-2012 37.2 62.8\n", + "Norway 2000-2006 42.4 57.6\n", + " 2007-2012 37.2 62.8\n", + "Oman 2000-2006 39.6 60.4\n", + " 2007-2012 38.1 61.9\n", + "Pakistan 2000-2006 48.7 51.3\n", + " 2007-2012 48.7 51.3\n", + "Palau 2000-2006 32.4 67.6\n", + " 2007-2012 39.3 60.7\n", + "Panama 2000-2006 36.2 63.8\n", + " 2007-2012 36.4 63.6\n", + "Papua New Guinea 2000-2006 48.4 51.6\n", + " 2007-2012 48.4 51.6\n", + "Paraguay 2000-2006 35.7 64.3\n", + " 2007-2012 30.6 69.4\n", + "Peru 2000-2006 42.7 57.3\n", + " 2007-2012 42.9 57.1\n", + "Philippines 2000-2006 30.9 69.1\n", + " 2007-2012 29.7 70.3\n", + "Poland 2000-2006 30.4 69.6\n", + " 2007-2012 28.6 71.4\n", + "Portugal 2000-2006 25.9 74.1\n", + " 2007-2012 26.3 73.7\n", + "Puerto Rico 2000-2006 32.1 67.9\n", + " 2007-2012 29.4 70.6\n", + "Qatar 2000-2006 22.2 77.8\n", + " 2007-2012 14.8 85.2\n", + "Republic of Korea 2000-2006 36.9 63.1\n", + " 2007-2012 40.3 59.7\n", + "Republic of Moldova 2000-2006 23.8 76.2\n", + " 2007-2012 22.1 77.9\n", + "Romania 2000-2006 28.6 71.4\n", + " 2007-2012 29.1 70.9\n", + "Russian Federation 2000-2006 23.8 76.2\n", + " 2007-2012 26.3 73.7\n", + "Rwanda 2000-2006 36.2 63.8\n", + " 2007-2012 35.8 64.2\n", + "Saint Kitts and Nevis 2000-2006 75.0 25.0\n", + " 2007-2012 27.8 72.2\n", + "Saint Lucia 2000-2006 37.7 62.3\n", + " 2007-2012 25.7 74.3\n", + "Saint Vincent and the Grenadines 2000-2006 24.4 75.6\n", + " 2007-2012 23.5 76.5\n", + "Samoa 2000-2006 50.0 50.0\n", + " 2007-2012 82.8 17.2\n", + "San Marino 2000-2006 0.0 100.0\n", + " 2007-2012 NaN NaN\n", + "Sao Tome and Principe 2000-2006 47.5 52.5\n", + " 2007-2012 38.9 61.1\n", + "Saudi Arabia 2000-2006 39.3 60.7\n", + " 2007-2012 38.5 61.5\n", + "Senegal 2000-2006 31.4 68.6\n", + " 2007-2012 30.9 69.1\n", + "Serbia 2000-2006 38.9 61.1\n", + " 2007-2012 40.0 60.0\n", + "Serbia & Montenegro 2000-2006 39.8 60.2\n", + "Seychelles 2000-2006 28.8 71.2\n", + " 2007-2012 25.7 74.3\n", + "Sierra Leone 2000-2006 38.4 61.6\n", + " 2007-2012 37.4 62.6\n", + "Singapore 2000-2006 25.9 74.1\n", + " 2007-2012 25.5 74.5\n", + "Sint Maarten (Dutch part) 2007-2012 66.7 33.3\n", + "Slovakia 2000-2006 32.8 67.2\n", + " 2007-2012 28.5 71.5\n", + "Slovenia 2000-2006 34.6 65.4\n", + " 2007-2012 34.1 65.9\n", + "Solomon Islands 2000-2006 53.4 46.6\n", + " 2007-2012 51.4 48.6\n", + "Somalia 2000-2006 35.5 64.5\n", + " 2007-2012 35.5 64.5\n", + "South Africa 2000-2006 43.7 56.3\n", + " 2007-2012 45.7 54.3\n", + "South Sudan 2007-2012 35.0 65.0\n", + "Spain 2000-2006 32.0 68.0\n", + " 2007-2012 34.0 66.0\n", + "Sri Lanka 2000-2006 27.2 72.8\n", + " 2007-2012 26.5 73.5\n", + "Sudan 2000-2006 40.1 59.9\n", + " 2007-2012 37.6 62.4\n", + "Suriname 2000-2006 28.4 71.6\n", + " 2007-2012 30.3 69.7\n", + "Swaziland 2000-2006 48.8 51.2\n", + " 2007-2012 51.0 49.0\n", + "Sweden 2000-2006 43.9 56.1\n", + " 2007-2012 40.7 59.3\n", + "Switzerland 2000-2006 37.0 63.0\n", + " 2007-2012 40.5 59.5\n", + "Syrian Arab Republic 2000-2006 35.1 64.9\n", + " 2007-2012 37.1 62.9\n", + "Tajikistan 2000-2006 40.8 59.2\n", + " 2007-2012 43.9 56.1\n", + "Thailand 2000-2006 29.7 70.3\n", + " 2007-2012 30.0 70.0\n", + "The Former Yugoslav Republic of Macedonia 2000-2006 36.9 63.1\n", + " 2007-2012 34.3 65.7\n", + "Timor-Leste 2000-2006 42.5 57.5\n", + " 2007-2012 44.9 55.1\n", + "Togo 2000-2006 38.8 61.2\n", + " 2007-2012 39.0 61.0\n", + "Tokelau 2000-2006 NaN NaN\n", + " 2007-2012 NaN NaN\n", + "Tonga 2000-2006 40.2 59.8\n", + " 2007-2012 42.3 57.7\n", + "Trinidad and Tobago 2000-2006 29.6 70.4\n", + " 2007-2012 26.6 73.4\n", + "Tunisia 2000-2006 26.8 73.2\n", + " 2007-2012 28.7 71.3\n", + "Turkey 2000-2006 27.0 73.0\n", + " 2007-2012 28.2 71.8\n", + "Turkmenistan 2000-2006 34.9 65.1\n", + " 2007-2012 36.5 63.5\n", + "Turks and Caicos Islands 2000-2006 66.7 33.3\n", + " 2007-2012 31.2 68.8\n", + "Tuvalu 2000-2006 38.5 61.5\n", + " 2007-2012 51.0 49.0\n", + "US Virgin Islands 2000-2006 NaN NaN\n", + " 2007-2012 NaN NaN\n", + "Uganda 2000-2006 41.5 58.5\n", + " 2007-2012 36.7 63.3\n", + "Ukraine 2000-2006 23.1 76.9\n", + " 2007-2012 24.8 75.2\n", + "United Arab Emirates 2000-2006 45.7 54.3\n", + " 2007-2012 41.5 58.5\n", + "United Kingdom of Great Britain and Northern Ireland 2000-2006 40.2 59.8\n", + " 2007-2012 39.1 60.9\n", + "United Republic of Tanzania 2000-2006 37.7 62.3\n", + " 2007-2012 36.5 63.5\n", + "United States of America 2000-2006 31.9 68.1\n", + " 2007-2012 32.4 67.6\n", + "Uruguay 2000-2006 30.7 69.3\n", + " 2007-2012 29.0 71.0\n", + "Uzbekistan 2000-2006 42.2 57.8\n", + " 2007-2012 42.6 57.4\n", + "Vanuatu 2000-2006 45.3 54.7\n", + " 2007-2012 54.5 45.5\n", + "Venezuela (Bolivarian Republic of) 2000-2006 39.4 60.6\n", + " 2007-2012 39.5 60.5\n", + "Viet Nam 2000-2006 28.8 71.2\n", + " 2007-2012 25.8 74.2\n", + "Wallis and Futuna Islands 2000-2006 41.2 58.8\n", + " 2007-2012 16.7 83.3\n", + "West Bank and Gaza Strip 2000-2006 33.3 66.7\n", + " 2007-2012 29.6 70.4\n", + "Yemen 2000-2006 45.1 54.9\n", + " 2007-2012 44.8 55.2\n", + "Zambia 2000-2006 43.6 56.4\n", + " 2007-2012 39.7 60.3\n", + "Zimbabwe 2000-2006 46.4 53.6\n", + " 2007-2012 46.4 53.6" + ] + }, + "execution_count": 85, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_cases_per_gender = (\n", + " tb.pivot_table(index=['country', 'year_range'], columns='gender', values='cases', aggfunc='sum')\n", + ")\n", + "\n", + "\n", + "total_cases = tb_cases_per_gender.sum(axis=1)\n", + "\n", + "tb_cases_per_gender = tb_cases_per_gender.div(total_cases, axis=0)\n", + "(tb_cases_per_gender.round(3) * 100)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/tabular_tidy_data/.ipynb_checkpoints/tidy_data-checkpoint.ipynb b/exercises/tabular_tidy_data/.ipynb_checkpoints/tidy_data-checkpoint.ipynb new file mode 100644 index 0000000..89c8f35 --- /dev/null +++ b/exercises/tabular_tidy_data/.ipynb_checkpoints/tidy_data-checkpoint.ipynb @@ -0,0 +1,787 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "e951a26e", + "metadata": {}, + "source": [ + "# Exercise: Analysis of tubercolosis cases by country and year period\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6b181870", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "pd.set_option('display.max_rows', 1000)\n", + "pd.set_option('display.max_columns', 100)\n", + "pd.set_option(\"display.max_colwidth\", None)" + ] + }, + { + "cell_type": "markdown", + "id": "9adcc036", + "metadata": {}, + "source": [ + "# Load the TB data from the World Health Organization" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "5d9e9162", + "metadata": {}, + "outputs": [], + "source": [ + "tb_raw = pd.read_csv('who2.csv', index_col='rownames')" + ] + }, + { + "cell_type": "markdown", + "id": "cf7691e5", + "metadata": {}, + "source": [ + "Only keep data between 2000 and 2012" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "a953d230", + "metadata": {}, + "outputs": [], + "source": [ + "cols = ['country', 'year'] + [c for c in tb_raw.columns if c.startswith('sp')]\n", + "tb_raw = tb_raw.loc[tb_raw['year'].between(2000, 2012), cols]" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "ba962fb7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2783, 16)" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "c79a5b8d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyearsp_m_014sp_m_1524sp_m_2534sp_m_3544sp_m_4554sp_m_5564sp_m_65sp_f_014sp_f_1524sp_f_2534sp_f_3544sp_f_4554sp_f_5564sp_f_65
        rownames
        5551San Marino2009NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
        642Belarus20090.066.0173.0208.0287.0134.054.00.041.052.052.041.025.068.0
        7234Zimbabwe2007138.0500.03693.00.0716.0292.0153.0185.0739.03311.00.0553.0213.090.0
        3471Kuwait20080.018.090.056.034.011.09.02.033.047.027.07.05.06.0
        3336Jordan20091.05.015.014.010.07.06.00.07.014.08.03.07.012.0
        2689Grenada2008NaN1.0NaN1.02.0NaN1.0NaNNaNNaNNaNNaNNaNNaN
        634Belarus20012.0NaNNaNNaNNaNNaNNaN4.0NaNNaNNaNNaNNaNNaN
        \n", + "
        " + ], + "text/plain": [ + " country year sp_m_014 sp_m_1524 sp_m_2534 sp_m_3544 \\\n", + "rownames \n", + "5551 San Marino 2009 NaN NaN NaN NaN \n", + "642 Belarus 2009 0.0 66.0 173.0 208.0 \n", + "7234 Zimbabwe 2007 138.0 500.0 3693.0 0.0 \n", + "3471 Kuwait 2008 0.0 18.0 90.0 56.0 \n", + "3336 Jordan 2009 1.0 5.0 15.0 14.0 \n", + "2689 Grenada 2008 NaN 1.0 NaN 1.0 \n", + "634 Belarus 2001 2.0 NaN NaN NaN \n", + "\n", + " sp_m_4554 sp_m_5564 sp_m_65 sp_f_014 sp_f_1524 sp_f_2534 \\\n", + "rownames \n", + "5551 NaN NaN NaN NaN NaN NaN \n", + "642 287.0 134.0 54.0 0.0 41.0 52.0 \n", + "7234 716.0 292.0 153.0 185.0 739.0 3311.0 \n", + "3471 34.0 11.0 9.0 2.0 33.0 47.0 \n", + "3336 10.0 7.0 6.0 0.0 7.0 14.0 \n", + "2689 2.0 NaN 1.0 NaN NaN NaN \n", + "634 NaN NaN NaN 4.0 NaN NaN \n", + "\n", + " sp_f_3544 sp_f_4554 sp_f_5564 sp_f_65 \n", + "rownames \n", + "5551 NaN NaN NaN NaN \n", + "642 52.0 41.0 25.0 68.0 \n", + "7234 0.0 553.0 213.0 90.0 \n", + "3471 27.0 7.0 5.0 6.0 \n", + "3336 8.0 3.0 7.0 12.0 \n", + "2689 NaN NaN NaN NaN \n", + "634 NaN NaN NaN NaN " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw.sample(7, random_state=727)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "6e8b1d89", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyearsp_m_014sp_m_1524sp_m_2534sp_m_3544sp_m_4554sp_m_5564sp_m_65sp_f_014sp_f_1524sp_f_2534sp_f_3544sp_f_4554sp_f_5564sp_f_65
        rownames
        191Angola2000186.0999.01003.0912.0482.0312.0194.0247.01142.01091.0844.0417.0200.0120.0
        192Angola2001230.0892.0752.0648.0420.0197.0173.0279.0993.0869.0647.0323.0200.0182.0
        193Angola2002435.02223.02292.01915.01187.0624.0444.0640.02610.02208.01600.0972.0533.0305.0
        194Angola2003409.02355.02598.01908.01090.0512.0361.0591.03078.02641.01747.01157.0395.0129.0
        195Angola2004554.02684.02659.01998.01196.0561.0321.0733.03198.02772.01854.01029.0505.0269.0
        196Angola2005520.02549.02797.01918.01255.0665.0461.0704.02926.02682.01797.01138.0581.0417.0
        197Angola2006540.02632.03049.02182.01397.0729.0428.0689.02851.02892.01990.01223.0583.0314.0
        198Angola2007484.02824.03197.02255.01357.0699.0465.0703.02943.02721.01812.01041.0554.0367.0
        199Angola2008367.02970.03493.02418.01480.0733.0420.0512.03199.02786.02082.01209.0556.0337.0
        200Angola2009392.03054.03600.02420.01590.0748.0463.0568.03152.02798.01790.01069.0572.0272.0
        201Angola2010448.02900.03584.02415.01424.0691.0355.0558.02763.02594.01688.0958.0482.0286.0
        202Angola2011501.03000.03792.02386.01395.0680.0455.0708.02731.02563.01683.01006.0457.0346.0
        203Angola2012390.02804.03627.02529.01427.0732.0424.0592.02501.02540.01617.01028.0529.0384.0
        \n", + "
        " + ], + "text/plain": [ + " country year sp_m_014 sp_m_1524 sp_m_2534 sp_m_3544 sp_m_4554 \\\n", + "rownames \n", + "191 Angola 2000 186.0 999.0 1003.0 912.0 482.0 \n", + "192 Angola 2001 230.0 892.0 752.0 648.0 420.0 \n", + "193 Angola 2002 435.0 2223.0 2292.0 1915.0 1187.0 \n", + "194 Angola 2003 409.0 2355.0 2598.0 1908.0 1090.0 \n", + "195 Angola 2004 554.0 2684.0 2659.0 1998.0 1196.0 \n", + "196 Angola 2005 520.0 2549.0 2797.0 1918.0 1255.0 \n", + "197 Angola 2006 540.0 2632.0 3049.0 2182.0 1397.0 \n", + "198 Angola 2007 484.0 2824.0 3197.0 2255.0 1357.0 \n", + "199 Angola 2008 367.0 2970.0 3493.0 2418.0 1480.0 \n", + "200 Angola 2009 392.0 3054.0 3600.0 2420.0 1590.0 \n", + "201 Angola 2010 448.0 2900.0 3584.0 2415.0 1424.0 \n", + "202 Angola 2011 501.0 3000.0 3792.0 2386.0 1395.0 \n", + "203 Angola 2012 390.0 2804.0 3627.0 2529.0 1427.0 \n", + "\n", + " sp_m_5564 sp_m_65 sp_f_014 sp_f_1524 sp_f_2534 sp_f_3544 \\\n", + "rownames \n", + "191 312.0 194.0 247.0 1142.0 1091.0 844.0 \n", + "192 197.0 173.0 279.0 993.0 869.0 647.0 \n", + "193 624.0 444.0 640.0 2610.0 2208.0 1600.0 \n", + "194 512.0 361.0 591.0 3078.0 2641.0 1747.0 \n", + "195 561.0 321.0 733.0 3198.0 2772.0 1854.0 \n", + "196 665.0 461.0 704.0 2926.0 2682.0 1797.0 \n", + "197 729.0 428.0 689.0 2851.0 2892.0 1990.0 \n", + "198 699.0 465.0 703.0 2943.0 2721.0 1812.0 \n", + "199 733.0 420.0 512.0 3199.0 2786.0 2082.0 \n", + "200 748.0 463.0 568.0 3152.0 2798.0 1790.0 \n", + "201 691.0 355.0 558.0 2763.0 2594.0 1688.0 \n", + "202 680.0 455.0 708.0 2731.0 2563.0 1683.0 \n", + "203 732.0 424.0 592.0 2501.0 2540.0 1617.0 \n", + "\n", + " sp_f_4554 sp_f_5564 sp_f_65 \n", + "rownames \n", + "191 417.0 200.0 120.0 \n", + "192 323.0 200.0 182.0 \n", + "193 972.0 533.0 305.0 \n", + "194 1157.0 395.0 129.0 \n", + "195 1029.0 505.0 269.0 \n", + "196 1138.0 581.0 417.0 \n", + "197 1223.0 583.0 314.0 \n", + "198 1041.0 554.0 367.0 \n", + "199 1209.0 556.0 337.0 \n", + "200 1069.0 572.0 272.0 \n", + "201 958.0 482.0 286.0 \n", + "202 1006.0 457.0 346.0 \n", + "203 1028.0 529.0 384.0 " + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw[tb_raw['country'] == 'Angola']" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "116c47ad", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['country', 'year', 'sp_m_014', 'sp_m_1524', 'sp_m_2534', 'sp_m_3544',\n", + " 'sp_m_4554', 'sp_m_5564', 'sp_m_65', 'sp_f_014', 'sp_f_1524',\n", + " 'sp_f_2534', 'sp_f_3544', 'sp_f_4554', 'sp_f_5564', 'sp_f_65'],\n", + " dtype='object')" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw.columns" + ] + }, + { + "cell_type": "markdown", + "id": "062ed46a", + "metadata": {}, + "source": [ + "# 1. Make data tidy\n", + "\n", + "The final table should have these columns: `country`, `year`, `gender`, `age_range`, `cases`" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "568c8440", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "9d1f036e", + "metadata": {}, + "source": [ + "# 2. Compute summary tables\n", + "\n", + "1. Compute the number of cases per country and gender, for data between 2000 and 2006 (included)\n", + "2. Compute the number of cases per country and year range (2000-2006, 2007-2012) on rows, and gender on columns" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c8e9b0e4", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/tabular_tidy_data/.ipynb_checkpoints/tidy_data_solution-checkpoint.ipynb b/exercises/tabular_tidy_data/.ipynb_checkpoints/tidy_data_solution-checkpoint.ipynb new file mode 100644 index 0000000..a3055b8 --- /dev/null +++ b/exercises/tabular_tidy_data/.ipynb_checkpoints/tidy_data_solution-checkpoint.ipynb @@ -0,0 +1,13410 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "e951a26e", + "metadata": {}, + "source": [ + "# Exercise: Analysis of tubercolosis cases by country and year period\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "6b181870", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "pd.set_option('display.max_rows', 1000)\n", + "pd.set_option('display.max_columns', 100)\n", + "pd.set_option(\"display.max_colwidth\", None)" + ] + }, + { + "cell_type": "markdown", + "id": "9adcc036", + "metadata": {}, + "source": [ + "# Load the TB data from the World Health Organization" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "5d9e9162", + "metadata": {}, + "outputs": [], + "source": [ + "tb_raw = pd.read_csv('who2.csv', index_col='rownames')" + ] + }, + { + "cell_type": "markdown", + "id": "cf7691e5", + "metadata": {}, + "source": [ + "Only keep data between 2000 and 2012" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "a953d230", + "metadata": {}, + "outputs": [], + "source": [ + "cols = ['country', 'year'] + [c for c in tb_raw.columns if c.startswith('sp')]\n", + "tb_raw = tb_raw.loc[tb_raw['year'].between(2000, 2012), cols]" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "ba962fb7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2783, 16)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "c79a5b8d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyearsp_m_014sp_m_1524sp_m_2534sp_m_3544sp_m_4554sp_m_5564sp_m_65sp_f_014sp_f_1524sp_f_2534sp_f_3544sp_f_4554sp_f_5564sp_f_65
        rownames
        5551San Marino2009NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
        642Belarus20090.066.0173.0208.0287.0134.054.00.041.052.052.041.025.068.0
        7234Zimbabwe2007138.0500.03693.00.0716.0292.0153.0185.0739.03311.00.0553.0213.090.0
        3471Kuwait20080.018.090.056.034.011.09.02.033.047.027.07.05.06.0
        3336Jordan20091.05.015.014.010.07.06.00.07.014.08.03.07.012.0
        2689Grenada2008NaN1.0NaN1.02.0NaN1.0NaNNaNNaNNaNNaNNaNNaN
        634Belarus20012.0NaNNaNNaNNaNNaNNaN4.0NaNNaNNaNNaNNaNNaN
        \n", + "
        " + ], + "text/plain": [ + " country year sp_m_014 sp_m_1524 sp_m_2534 sp_m_3544 \\\n", + "rownames \n", + "5551 San Marino 2009 NaN NaN NaN NaN \n", + "642 Belarus 2009 0.0 66.0 173.0 208.0 \n", + "7234 Zimbabwe 2007 138.0 500.0 3693.0 0.0 \n", + "3471 Kuwait 2008 0.0 18.0 90.0 56.0 \n", + "3336 Jordan 2009 1.0 5.0 15.0 14.0 \n", + "2689 Grenada 2008 NaN 1.0 NaN 1.0 \n", + "634 Belarus 2001 2.0 NaN NaN NaN \n", + "\n", + " sp_m_4554 sp_m_5564 sp_m_65 sp_f_014 sp_f_1524 sp_f_2534 \\\n", + "rownames \n", + "5551 NaN NaN NaN NaN NaN NaN \n", + "642 287.0 134.0 54.0 0.0 41.0 52.0 \n", + "7234 716.0 292.0 153.0 185.0 739.0 3311.0 \n", + "3471 34.0 11.0 9.0 2.0 33.0 47.0 \n", + "3336 10.0 7.0 6.0 0.0 7.0 14.0 \n", + "2689 2.0 NaN 1.0 NaN NaN NaN \n", + "634 NaN NaN NaN 4.0 NaN NaN \n", + "\n", + " sp_f_3544 sp_f_4554 sp_f_5564 sp_f_65 \n", + "rownames \n", + "5551 NaN NaN NaN NaN \n", + "642 52.0 41.0 25.0 68.0 \n", + "7234 0.0 553.0 213.0 90.0 \n", + "3471 27.0 7.0 5.0 6.0 \n", + "3336 8.0 3.0 7.0 12.0 \n", + "2689 NaN NaN NaN NaN \n", + "634 NaN NaN NaN NaN " + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw.sample(7, random_state=727)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "6e8b1d89", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyearsp_m_014sp_m_1524sp_m_2534sp_m_3544sp_m_4554sp_m_5564sp_m_65sp_f_014sp_f_1524sp_f_2534sp_f_3544sp_f_4554sp_f_5564sp_f_65
        rownames
        191Angola2000186.0999.01003.0912.0482.0312.0194.0247.01142.01091.0844.0417.0200.0120.0
        192Angola2001230.0892.0752.0648.0420.0197.0173.0279.0993.0869.0647.0323.0200.0182.0
        193Angola2002435.02223.02292.01915.01187.0624.0444.0640.02610.02208.01600.0972.0533.0305.0
        194Angola2003409.02355.02598.01908.01090.0512.0361.0591.03078.02641.01747.01157.0395.0129.0
        195Angola2004554.02684.02659.01998.01196.0561.0321.0733.03198.02772.01854.01029.0505.0269.0
        196Angola2005520.02549.02797.01918.01255.0665.0461.0704.02926.02682.01797.01138.0581.0417.0
        197Angola2006540.02632.03049.02182.01397.0729.0428.0689.02851.02892.01990.01223.0583.0314.0
        198Angola2007484.02824.03197.02255.01357.0699.0465.0703.02943.02721.01812.01041.0554.0367.0
        199Angola2008367.02970.03493.02418.01480.0733.0420.0512.03199.02786.02082.01209.0556.0337.0
        200Angola2009392.03054.03600.02420.01590.0748.0463.0568.03152.02798.01790.01069.0572.0272.0
        201Angola2010448.02900.03584.02415.01424.0691.0355.0558.02763.02594.01688.0958.0482.0286.0
        202Angola2011501.03000.03792.02386.01395.0680.0455.0708.02731.02563.01683.01006.0457.0346.0
        203Angola2012390.02804.03627.02529.01427.0732.0424.0592.02501.02540.01617.01028.0529.0384.0
        \n", + "
        " + ], + "text/plain": [ + " country year sp_m_014 sp_m_1524 sp_m_2534 sp_m_3544 sp_m_4554 \\\n", + "rownames \n", + "191 Angola 2000 186.0 999.0 1003.0 912.0 482.0 \n", + "192 Angola 2001 230.0 892.0 752.0 648.0 420.0 \n", + "193 Angola 2002 435.0 2223.0 2292.0 1915.0 1187.0 \n", + "194 Angola 2003 409.0 2355.0 2598.0 1908.0 1090.0 \n", + "195 Angola 2004 554.0 2684.0 2659.0 1998.0 1196.0 \n", + "196 Angola 2005 520.0 2549.0 2797.0 1918.0 1255.0 \n", + "197 Angola 2006 540.0 2632.0 3049.0 2182.0 1397.0 \n", + "198 Angola 2007 484.0 2824.0 3197.0 2255.0 1357.0 \n", + "199 Angola 2008 367.0 2970.0 3493.0 2418.0 1480.0 \n", + "200 Angola 2009 392.0 3054.0 3600.0 2420.0 1590.0 \n", + "201 Angola 2010 448.0 2900.0 3584.0 2415.0 1424.0 \n", + "202 Angola 2011 501.0 3000.0 3792.0 2386.0 1395.0 \n", + "203 Angola 2012 390.0 2804.0 3627.0 2529.0 1427.0 \n", + "\n", + " sp_m_5564 sp_m_65 sp_f_014 sp_f_1524 sp_f_2534 sp_f_3544 \\\n", + "rownames \n", + "191 312.0 194.0 247.0 1142.0 1091.0 844.0 \n", + "192 197.0 173.0 279.0 993.0 869.0 647.0 \n", + "193 624.0 444.0 640.0 2610.0 2208.0 1600.0 \n", + "194 512.0 361.0 591.0 3078.0 2641.0 1747.0 \n", + "195 561.0 321.0 733.0 3198.0 2772.0 1854.0 \n", + "196 665.0 461.0 704.0 2926.0 2682.0 1797.0 \n", + "197 729.0 428.0 689.0 2851.0 2892.0 1990.0 \n", + "198 699.0 465.0 703.0 2943.0 2721.0 1812.0 \n", + "199 733.0 420.0 512.0 3199.0 2786.0 2082.0 \n", + "200 748.0 463.0 568.0 3152.0 2798.0 1790.0 \n", + "201 691.0 355.0 558.0 2763.0 2594.0 1688.0 \n", + "202 680.0 455.0 708.0 2731.0 2563.0 1683.0 \n", + "203 732.0 424.0 592.0 2501.0 2540.0 1617.0 \n", + "\n", + " sp_f_4554 sp_f_5564 sp_f_65 \n", + "rownames \n", + "191 417.0 200.0 120.0 \n", + "192 323.0 200.0 182.0 \n", + "193 972.0 533.0 305.0 \n", + "194 1157.0 395.0 129.0 \n", + "195 1029.0 505.0 269.0 \n", + "196 1138.0 581.0 417.0 \n", + "197 1223.0 583.0 314.0 \n", + "198 1041.0 554.0 367.0 \n", + "199 1209.0 556.0 337.0 \n", + "200 1069.0 572.0 272.0 \n", + "201 958.0 482.0 286.0 \n", + "202 1006.0 457.0 346.0 \n", + "203 1028.0 529.0 384.0 " + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw[tb_raw['country'] == 'Angola']" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "116c47ad", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['country', 'year', 'sp_m_014', 'sp_m_1524', 'sp_m_2534', 'sp_m_3544',\n", + " 'sp_m_4554', 'sp_m_5564', 'sp_m_65', 'sp_f_014', 'sp_f_1524',\n", + " 'sp_f_2534', 'sp_f_3544', 'sp_f_4554', 'sp_f_5564', 'sp_f_65'],\n", + " dtype='object')" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw.columns" + ] + }, + { + "cell_type": "markdown", + "id": "062ed46a", + "metadata": {}, + "source": [ + "# 1. Make data tidy\n", + "\n", + "The final table should have these columns: `country`, `year`, `gender`, `age_range`, `cases`" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "4b249905", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyearvariablecases
        65Angola2000sp_m_014186.0
        66Angola2001sp_m_014230.0
        67Angola2002sp_m_014435.0
        68Angola2003sp_m_014409.0
        69Angola2004sp_m_014554.0
        70Angola2005sp_m_014520.0
        71Angola2006sp_m_014540.0
        72Angola2007sp_m_014484.0
        73Angola2008sp_m_014367.0
        74Angola2009sp_m_014392.0
        75Angola2010sp_m_014448.0
        76Angola2011sp_m_014501.0
        77Angola2012sp_m_014390.0
        2848Angola2000sp_m_1524999.0
        2849Angola2001sp_m_1524892.0
        2850Angola2002sp_m_15242223.0
        2851Angola2003sp_m_15242355.0
        2852Angola2004sp_m_15242684.0
        2853Angola2005sp_m_15242549.0
        2854Angola2006sp_m_15242632.0
        2855Angola2007sp_m_15242824.0
        2856Angola2008sp_m_15242970.0
        2857Angola2009sp_m_15243054.0
        2858Angola2010sp_m_15242900.0
        2859Angola2011sp_m_15243000.0
        2860Angola2012sp_m_15242804.0
        5631Angola2000sp_m_25341003.0
        5632Angola2001sp_m_2534752.0
        5633Angola2002sp_m_25342292.0
        5634Angola2003sp_m_25342598.0
        5635Angola2004sp_m_25342659.0
        5636Angola2005sp_m_25342797.0
        5637Angola2006sp_m_25343049.0
        5638Angola2007sp_m_25343197.0
        5639Angola2008sp_m_25343493.0
        5640Angola2009sp_m_25343600.0
        5641Angola2010sp_m_25343584.0
        5642Angola2011sp_m_25343792.0
        5643Angola2012sp_m_25343627.0
        8414Angola2000sp_m_3544912.0
        8415Angola2001sp_m_3544648.0
        8416Angola2002sp_m_35441915.0
        8417Angola2003sp_m_35441908.0
        8418Angola2004sp_m_35441998.0
        8419Angola2005sp_m_35441918.0
        8420Angola2006sp_m_35442182.0
        8421Angola2007sp_m_35442255.0
        8422Angola2008sp_m_35442418.0
        8423Angola2009sp_m_35442420.0
        8424Angola2010sp_m_35442415.0
        8425Angola2011sp_m_35442386.0
        8426Angola2012sp_m_35442529.0
        11197Angola2000sp_m_4554482.0
        11198Angola2001sp_m_4554420.0
        11199Angola2002sp_m_45541187.0
        11200Angola2003sp_m_45541090.0
        11201Angola2004sp_m_45541196.0
        11202Angola2005sp_m_45541255.0
        11203Angola2006sp_m_45541397.0
        11204Angola2007sp_m_45541357.0
        11205Angola2008sp_m_45541480.0
        11206Angola2009sp_m_45541590.0
        11207Angola2010sp_m_45541424.0
        11208Angola2011sp_m_45541395.0
        11209Angola2012sp_m_45541427.0
        13980Angola2000sp_m_5564312.0
        13981Angola2001sp_m_5564197.0
        13982Angola2002sp_m_5564624.0
        13983Angola2003sp_m_5564512.0
        13984Angola2004sp_m_5564561.0
        13985Angola2005sp_m_5564665.0
        13986Angola2006sp_m_5564729.0
        13987Angola2007sp_m_5564699.0
        13988Angola2008sp_m_5564733.0
        13989Angola2009sp_m_5564748.0
        13990Angola2010sp_m_5564691.0
        13991Angola2011sp_m_5564680.0
        13992Angola2012sp_m_5564732.0
        16763Angola2000sp_m_65194.0
        16764Angola2001sp_m_65173.0
        16765Angola2002sp_m_65444.0
        16766Angola2003sp_m_65361.0
        16767Angola2004sp_m_65321.0
        16768Angola2005sp_m_65461.0
        16769Angola2006sp_m_65428.0
        16770Angola2007sp_m_65465.0
        16771Angola2008sp_m_65420.0
        16772Angola2009sp_m_65463.0
        16773Angola2010sp_m_65355.0
        16774Angola2011sp_m_65455.0
        16775Angola2012sp_m_65424.0
        19546Angola2000sp_f_014247.0
        19547Angola2001sp_f_014279.0
        19548Angola2002sp_f_014640.0
        19549Angola2003sp_f_014591.0
        19550Angola2004sp_f_014733.0
        19551Angola2005sp_f_014704.0
        19552Angola2006sp_f_014689.0
        19553Angola2007sp_f_014703.0
        19554Angola2008sp_f_014512.0
        19555Angola2009sp_f_014568.0
        19556Angola2010sp_f_014558.0
        19557Angola2011sp_f_014708.0
        19558Angola2012sp_f_014592.0
        22329Angola2000sp_f_15241142.0
        22330Angola2001sp_f_1524993.0
        22331Angola2002sp_f_15242610.0
        22332Angola2003sp_f_15243078.0
        22333Angola2004sp_f_15243198.0
        22334Angola2005sp_f_15242926.0
        22335Angola2006sp_f_15242851.0
        22336Angola2007sp_f_15242943.0
        22337Angola2008sp_f_15243199.0
        22338Angola2009sp_f_15243152.0
        22339Angola2010sp_f_15242763.0
        22340Angola2011sp_f_15242731.0
        22341Angola2012sp_f_15242501.0
        25112Angola2000sp_f_25341091.0
        25113Angola2001sp_f_2534869.0
        25114Angola2002sp_f_25342208.0
        25115Angola2003sp_f_25342641.0
        25116Angola2004sp_f_25342772.0
        25117Angola2005sp_f_25342682.0
        25118Angola2006sp_f_25342892.0
        25119Angola2007sp_f_25342721.0
        25120Angola2008sp_f_25342786.0
        25121Angola2009sp_f_25342798.0
        25122Angola2010sp_f_25342594.0
        25123Angola2011sp_f_25342563.0
        25124Angola2012sp_f_25342540.0
        27895Angola2000sp_f_3544844.0
        27896Angola2001sp_f_3544647.0
        27897Angola2002sp_f_35441600.0
        27898Angola2003sp_f_35441747.0
        27899Angola2004sp_f_35441854.0
        27900Angola2005sp_f_35441797.0
        27901Angola2006sp_f_35441990.0
        27902Angola2007sp_f_35441812.0
        27903Angola2008sp_f_35442082.0
        27904Angola2009sp_f_35441790.0
        27905Angola2010sp_f_35441688.0
        27906Angola2011sp_f_35441683.0
        27907Angola2012sp_f_35441617.0
        30678Angola2000sp_f_4554417.0
        30679Angola2001sp_f_4554323.0
        30680Angola2002sp_f_4554972.0
        30681Angola2003sp_f_45541157.0
        30682Angola2004sp_f_45541029.0
        30683Angola2005sp_f_45541138.0
        30684Angola2006sp_f_45541223.0
        30685Angola2007sp_f_45541041.0
        30686Angola2008sp_f_45541209.0
        30687Angola2009sp_f_45541069.0
        30688Angola2010sp_f_4554958.0
        30689Angola2011sp_f_45541006.0
        30690Angola2012sp_f_45541028.0
        33461Angola2000sp_f_5564200.0
        33462Angola2001sp_f_5564200.0
        33463Angola2002sp_f_5564533.0
        33464Angola2003sp_f_5564395.0
        33465Angola2004sp_f_5564505.0
        33466Angola2005sp_f_5564581.0
        33467Angola2006sp_f_5564583.0
        33468Angola2007sp_f_5564554.0
        33469Angola2008sp_f_5564556.0
        33470Angola2009sp_f_5564572.0
        33471Angola2010sp_f_5564482.0
        33472Angola2011sp_f_5564457.0
        33473Angola2012sp_f_5564529.0
        36244Angola2000sp_f_65120.0
        36245Angola2001sp_f_65182.0
        36246Angola2002sp_f_65305.0
        36247Angola2003sp_f_65129.0
        36248Angola2004sp_f_65269.0
        36249Angola2005sp_f_65417.0
        36250Angola2006sp_f_65314.0
        36251Angola2007sp_f_65367.0
        36252Angola2008sp_f_65337.0
        36253Angola2009sp_f_65272.0
        36254Angola2010sp_f_65286.0
        36255Angola2011sp_f_65346.0
        36256Angola2012sp_f_65384.0
        \n", + "
        " + ], + "text/plain": [ + " country year variable cases\n", + "65 Angola 2000 sp_m_014 186.0\n", + "66 Angola 2001 sp_m_014 230.0\n", + "67 Angola 2002 sp_m_014 435.0\n", + "68 Angola 2003 sp_m_014 409.0\n", + "69 Angola 2004 sp_m_014 554.0\n", + "70 Angola 2005 sp_m_014 520.0\n", + "71 Angola 2006 sp_m_014 540.0\n", + "72 Angola 2007 sp_m_014 484.0\n", + "73 Angola 2008 sp_m_014 367.0\n", + "74 Angola 2009 sp_m_014 392.0\n", + "75 Angola 2010 sp_m_014 448.0\n", + "76 Angola 2011 sp_m_014 501.0\n", + "77 Angola 2012 sp_m_014 390.0\n", + "2848 Angola 2000 sp_m_1524 999.0\n", + "2849 Angola 2001 sp_m_1524 892.0\n", + "2850 Angola 2002 sp_m_1524 2223.0\n", + "2851 Angola 2003 sp_m_1524 2355.0\n", + "2852 Angola 2004 sp_m_1524 2684.0\n", + "2853 Angola 2005 sp_m_1524 2549.0\n", + "2854 Angola 2006 sp_m_1524 2632.0\n", + "2855 Angola 2007 sp_m_1524 2824.0\n", + "2856 Angola 2008 sp_m_1524 2970.0\n", + "2857 Angola 2009 sp_m_1524 3054.0\n", + "2858 Angola 2010 sp_m_1524 2900.0\n", + "2859 Angola 2011 sp_m_1524 3000.0\n", + "2860 Angola 2012 sp_m_1524 2804.0\n", + "5631 Angola 2000 sp_m_2534 1003.0\n", + "5632 Angola 2001 sp_m_2534 752.0\n", + "5633 Angola 2002 sp_m_2534 2292.0\n", + "5634 Angola 2003 sp_m_2534 2598.0\n", + "5635 Angola 2004 sp_m_2534 2659.0\n", + "5636 Angola 2005 sp_m_2534 2797.0\n", + "5637 Angola 2006 sp_m_2534 3049.0\n", + "5638 Angola 2007 sp_m_2534 3197.0\n", + "5639 Angola 2008 sp_m_2534 3493.0\n", + "5640 Angola 2009 sp_m_2534 3600.0\n", + "5641 Angola 2010 sp_m_2534 3584.0\n", + "5642 Angola 2011 sp_m_2534 3792.0\n", + "5643 Angola 2012 sp_m_2534 3627.0\n", + "8414 Angola 2000 sp_m_3544 912.0\n", + "8415 Angola 2001 sp_m_3544 648.0\n", + "8416 Angola 2002 sp_m_3544 1915.0\n", + "8417 Angola 2003 sp_m_3544 1908.0\n", + "8418 Angola 2004 sp_m_3544 1998.0\n", + "8419 Angola 2005 sp_m_3544 1918.0\n", + "8420 Angola 2006 sp_m_3544 2182.0\n", + "8421 Angola 2007 sp_m_3544 2255.0\n", + "8422 Angola 2008 sp_m_3544 2418.0\n", + "8423 Angola 2009 sp_m_3544 2420.0\n", + "8424 Angola 2010 sp_m_3544 2415.0\n", + "8425 Angola 2011 sp_m_3544 2386.0\n", + "8426 Angola 2012 sp_m_3544 2529.0\n", + "11197 Angola 2000 sp_m_4554 482.0\n", + "11198 Angola 2001 sp_m_4554 420.0\n", + "11199 Angola 2002 sp_m_4554 1187.0\n", + "11200 Angola 2003 sp_m_4554 1090.0\n", + "11201 Angola 2004 sp_m_4554 1196.0\n", + "11202 Angola 2005 sp_m_4554 1255.0\n", + "11203 Angola 2006 sp_m_4554 1397.0\n", + "11204 Angola 2007 sp_m_4554 1357.0\n", + "11205 Angola 2008 sp_m_4554 1480.0\n", + "11206 Angola 2009 sp_m_4554 1590.0\n", + "11207 Angola 2010 sp_m_4554 1424.0\n", + "11208 Angola 2011 sp_m_4554 1395.0\n", + "11209 Angola 2012 sp_m_4554 1427.0\n", + "13980 Angola 2000 sp_m_5564 312.0\n", + "13981 Angola 2001 sp_m_5564 197.0\n", + "13982 Angola 2002 sp_m_5564 624.0\n", + "13983 Angola 2003 sp_m_5564 512.0\n", + "13984 Angola 2004 sp_m_5564 561.0\n", + "13985 Angola 2005 sp_m_5564 665.0\n", + "13986 Angola 2006 sp_m_5564 729.0\n", + "13987 Angola 2007 sp_m_5564 699.0\n", + "13988 Angola 2008 sp_m_5564 733.0\n", + "13989 Angola 2009 sp_m_5564 748.0\n", + "13990 Angola 2010 sp_m_5564 691.0\n", + "13991 Angola 2011 sp_m_5564 680.0\n", + "13992 Angola 2012 sp_m_5564 732.0\n", + "16763 Angola 2000 sp_m_65 194.0\n", + "16764 Angola 2001 sp_m_65 173.0\n", + "16765 Angola 2002 sp_m_65 444.0\n", + "16766 Angola 2003 sp_m_65 361.0\n", + "16767 Angola 2004 sp_m_65 321.0\n", + "16768 Angola 2005 sp_m_65 461.0\n", + "16769 Angola 2006 sp_m_65 428.0\n", + "16770 Angola 2007 sp_m_65 465.0\n", + "16771 Angola 2008 sp_m_65 420.0\n", + "16772 Angola 2009 sp_m_65 463.0\n", + "16773 Angola 2010 sp_m_65 355.0\n", + "16774 Angola 2011 sp_m_65 455.0\n", + "16775 Angola 2012 sp_m_65 424.0\n", + "19546 Angola 2000 sp_f_014 247.0\n", + "19547 Angola 2001 sp_f_014 279.0\n", + "19548 Angola 2002 sp_f_014 640.0\n", + "19549 Angola 2003 sp_f_014 591.0\n", + "19550 Angola 2004 sp_f_014 733.0\n", + "19551 Angola 2005 sp_f_014 704.0\n", + "19552 Angola 2006 sp_f_014 689.0\n", + "19553 Angola 2007 sp_f_014 703.0\n", + "19554 Angola 2008 sp_f_014 512.0\n", + "19555 Angola 2009 sp_f_014 568.0\n", + "19556 Angola 2010 sp_f_014 558.0\n", + "19557 Angola 2011 sp_f_014 708.0\n", + "19558 Angola 2012 sp_f_014 592.0\n", + "22329 Angola 2000 sp_f_1524 1142.0\n", + "22330 Angola 2001 sp_f_1524 993.0\n", + "22331 Angola 2002 sp_f_1524 2610.0\n", + "22332 Angola 2003 sp_f_1524 3078.0\n", + "22333 Angola 2004 sp_f_1524 3198.0\n", + "22334 Angola 2005 sp_f_1524 2926.0\n", + "22335 Angola 2006 sp_f_1524 2851.0\n", + "22336 Angola 2007 sp_f_1524 2943.0\n", + "22337 Angola 2008 sp_f_1524 3199.0\n", + "22338 Angola 2009 sp_f_1524 3152.0\n", + "22339 Angola 2010 sp_f_1524 2763.0\n", + "22340 Angola 2011 sp_f_1524 2731.0\n", + "22341 Angola 2012 sp_f_1524 2501.0\n", + "25112 Angola 2000 sp_f_2534 1091.0\n", + "25113 Angola 2001 sp_f_2534 869.0\n", + "25114 Angola 2002 sp_f_2534 2208.0\n", + "25115 Angola 2003 sp_f_2534 2641.0\n", + "25116 Angola 2004 sp_f_2534 2772.0\n", + "25117 Angola 2005 sp_f_2534 2682.0\n", + "25118 Angola 2006 sp_f_2534 2892.0\n", + "25119 Angola 2007 sp_f_2534 2721.0\n", + "25120 Angola 2008 sp_f_2534 2786.0\n", + "25121 Angola 2009 sp_f_2534 2798.0\n", + "25122 Angola 2010 sp_f_2534 2594.0\n", + "25123 Angola 2011 sp_f_2534 2563.0\n", + "25124 Angola 2012 sp_f_2534 2540.0\n", + "27895 Angola 2000 sp_f_3544 844.0\n", + "27896 Angola 2001 sp_f_3544 647.0\n", + "27897 Angola 2002 sp_f_3544 1600.0\n", + "27898 Angola 2003 sp_f_3544 1747.0\n", + "27899 Angola 2004 sp_f_3544 1854.0\n", + "27900 Angola 2005 sp_f_3544 1797.0\n", + "27901 Angola 2006 sp_f_3544 1990.0\n", + "27902 Angola 2007 sp_f_3544 1812.0\n", + "27903 Angola 2008 sp_f_3544 2082.0\n", + "27904 Angola 2009 sp_f_3544 1790.0\n", + "27905 Angola 2010 sp_f_3544 1688.0\n", + "27906 Angola 2011 sp_f_3544 1683.0\n", + "27907 Angola 2012 sp_f_3544 1617.0\n", + "30678 Angola 2000 sp_f_4554 417.0\n", + "30679 Angola 2001 sp_f_4554 323.0\n", + "30680 Angola 2002 sp_f_4554 972.0\n", + "30681 Angola 2003 sp_f_4554 1157.0\n", + "30682 Angola 2004 sp_f_4554 1029.0\n", + "30683 Angola 2005 sp_f_4554 1138.0\n", + "30684 Angola 2006 sp_f_4554 1223.0\n", + "30685 Angola 2007 sp_f_4554 1041.0\n", + "30686 Angola 2008 sp_f_4554 1209.0\n", + "30687 Angola 2009 sp_f_4554 1069.0\n", + "30688 Angola 2010 sp_f_4554 958.0\n", + "30689 Angola 2011 sp_f_4554 1006.0\n", + "30690 Angola 2012 sp_f_4554 1028.0\n", + "33461 Angola 2000 sp_f_5564 200.0\n", + "33462 Angola 2001 sp_f_5564 200.0\n", + "33463 Angola 2002 sp_f_5564 533.0\n", + "33464 Angola 2003 sp_f_5564 395.0\n", + "33465 Angola 2004 sp_f_5564 505.0\n", + "33466 Angola 2005 sp_f_5564 581.0\n", + "33467 Angola 2006 sp_f_5564 583.0\n", + "33468 Angola 2007 sp_f_5564 554.0\n", + "33469 Angola 2008 sp_f_5564 556.0\n", + "33470 Angola 2009 sp_f_5564 572.0\n", + "33471 Angola 2010 sp_f_5564 482.0\n", + "33472 Angola 2011 sp_f_5564 457.0\n", + "33473 Angola 2012 sp_f_5564 529.0\n", + "36244 Angola 2000 sp_f_65 120.0\n", + "36245 Angola 2001 sp_f_65 182.0\n", + "36246 Angola 2002 sp_f_65 305.0\n", + "36247 Angola 2003 sp_f_65 129.0\n", + "36248 Angola 2004 sp_f_65 269.0\n", + "36249 Angola 2005 sp_f_65 417.0\n", + "36250 Angola 2006 sp_f_65 314.0\n", + "36251 Angola 2007 sp_f_65 367.0\n", + "36252 Angola 2008 sp_f_65 337.0\n", + "36253 Angola 2009 sp_f_65 272.0\n", + "36254 Angola 2010 sp_f_65 286.0\n", + "36255 Angola 2011 sp_f_65 346.0\n", + "36256 Angola 2012 sp_f_65 384.0" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_melted = pd.melt(tb_raw, id_vars=['country', 'year'], value_name='cases')\n", + "tb_melted[tb_melted['country'] == 'Angola']" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "7cab45a3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyeargenderage_rangecases
        65Angola2000m<=14yo186.0
        66Angola2001m<=14yo230.0
        67Angola2002m<=14yo435.0
        68Angola2003m<=14yo409.0
        69Angola2004m<=14yo554.0
        70Angola2005m<=14yo520.0
        71Angola2006m<=14yo540.0
        72Angola2007m<=14yo484.0
        73Angola2008m<=14yo367.0
        74Angola2009m<=14yo392.0
        75Angola2010m<=14yo448.0
        76Angola2011m<=14yo501.0
        77Angola2012m<=14yo390.0
        2848Angola2000m15-24yo999.0
        2849Angola2001m15-24yo892.0
        2850Angola2002m15-24yo2223.0
        2851Angola2003m15-24yo2355.0
        2852Angola2004m15-24yo2684.0
        2853Angola2005m15-24yo2549.0
        2854Angola2006m15-24yo2632.0
        2855Angola2007m15-24yo2824.0
        2856Angola2008m15-24yo2970.0
        2857Angola2009m15-24yo3054.0
        2858Angola2010m15-24yo2900.0
        2859Angola2011m15-24yo3000.0
        2860Angola2012m15-24yo2804.0
        5631Angola2000m25-34yo1003.0
        5632Angola2001m25-34yo752.0
        5633Angola2002m25-34yo2292.0
        5634Angola2003m25-34yo2598.0
        5635Angola2004m25-34yo2659.0
        5636Angola2005m25-34yo2797.0
        5637Angola2006m25-34yo3049.0
        5638Angola2007m25-34yo3197.0
        5639Angola2008m25-34yo3493.0
        5640Angola2009m25-34yo3600.0
        5641Angola2010m25-34yo3584.0
        5642Angola2011m25-34yo3792.0
        5643Angola2012m25-34yo3627.0
        8414Angola2000m35-44yo912.0
        8415Angola2001m35-44yo648.0
        8416Angola2002m35-44yo1915.0
        8417Angola2003m35-44yo1908.0
        8418Angola2004m35-44yo1998.0
        8419Angola2005m35-44yo1918.0
        8420Angola2006m35-44yo2182.0
        8421Angola2007m35-44yo2255.0
        8422Angola2008m35-44yo2418.0
        8423Angola2009m35-44yo2420.0
        8424Angola2010m35-44yo2415.0
        8425Angola2011m35-44yo2386.0
        8426Angola2012m35-44yo2529.0
        11197Angola2000m45-54yo482.0
        11198Angola2001m45-54yo420.0
        11199Angola2002m45-54yo1187.0
        11200Angola2003m45-54yo1090.0
        11201Angola2004m45-54yo1196.0
        11202Angola2005m45-54yo1255.0
        11203Angola2006m45-54yo1397.0
        11204Angola2007m45-54yo1357.0
        11205Angola2008m45-54yo1480.0
        11206Angola2009m45-54yo1590.0
        11207Angola2010m45-54yo1424.0
        11208Angola2011m45-54yo1395.0
        11209Angola2012m45-54yo1427.0
        13980Angola2000m55-64yo312.0
        13981Angola2001m55-64yo197.0
        13982Angola2002m55-64yo624.0
        13983Angola2003m55-64yo512.0
        13984Angola2004m55-64yo561.0
        13985Angola2005m55-64yo665.0
        13986Angola2006m55-64yo729.0
        13987Angola2007m55-64yo699.0
        13988Angola2008m55-64yo733.0
        13989Angola2009m55-64yo748.0
        13990Angola2010m55-64yo691.0
        13991Angola2011m55-64yo680.0
        13992Angola2012m55-64yo732.0
        16763Angola2000m>=65yo194.0
        16764Angola2001m>=65yo173.0
        16765Angola2002m>=65yo444.0
        16766Angola2003m>=65yo361.0
        16767Angola2004m>=65yo321.0
        16768Angola2005m>=65yo461.0
        16769Angola2006m>=65yo428.0
        16770Angola2007m>=65yo465.0
        16771Angola2008m>=65yo420.0
        16772Angola2009m>=65yo463.0
        16773Angola2010m>=65yo355.0
        16774Angola2011m>=65yo455.0
        16775Angola2012m>=65yo424.0
        19546Angola2000f<=14yo247.0
        19547Angola2001f<=14yo279.0
        19548Angola2002f<=14yo640.0
        19549Angola2003f<=14yo591.0
        19550Angola2004f<=14yo733.0
        19551Angola2005f<=14yo704.0
        19552Angola2006f<=14yo689.0
        19553Angola2007f<=14yo703.0
        19554Angola2008f<=14yo512.0
        19555Angola2009f<=14yo568.0
        19556Angola2010f<=14yo558.0
        19557Angola2011f<=14yo708.0
        19558Angola2012f<=14yo592.0
        22329Angola2000f15-24yo1142.0
        22330Angola2001f15-24yo993.0
        22331Angola2002f15-24yo2610.0
        22332Angola2003f15-24yo3078.0
        22333Angola2004f15-24yo3198.0
        22334Angola2005f15-24yo2926.0
        22335Angola2006f15-24yo2851.0
        22336Angola2007f15-24yo2943.0
        22337Angola2008f15-24yo3199.0
        22338Angola2009f15-24yo3152.0
        22339Angola2010f15-24yo2763.0
        22340Angola2011f15-24yo2731.0
        22341Angola2012f15-24yo2501.0
        25112Angola2000f25-34yo1091.0
        25113Angola2001f25-34yo869.0
        25114Angola2002f25-34yo2208.0
        25115Angola2003f25-34yo2641.0
        25116Angola2004f25-34yo2772.0
        25117Angola2005f25-34yo2682.0
        25118Angola2006f25-34yo2892.0
        25119Angola2007f25-34yo2721.0
        25120Angola2008f25-34yo2786.0
        25121Angola2009f25-34yo2798.0
        25122Angola2010f25-34yo2594.0
        25123Angola2011f25-34yo2563.0
        25124Angola2012f25-34yo2540.0
        27895Angola2000f35-44yo844.0
        27896Angola2001f35-44yo647.0
        27897Angola2002f35-44yo1600.0
        27898Angola2003f35-44yo1747.0
        27899Angola2004f35-44yo1854.0
        27900Angola2005f35-44yo1797.0
        27901Angola2006f35-44yo1990.0
        27902Angola2007f35-44yo1812.0
        27903Angola2008f35-44yo2082.0
        27904Angola2009f35-44yo1790.0
        27905Angola2010f35-44yo1688.0
        27906Angola2011f35-44yo1683.0
        27907Angola2012f35-44yo1617.0
        30678Angola2000f45-54yo417.0
        30679Angola2001f45-54yo323.0
        30680Angola2002f45-54yo972.0
        30681Angola2003f45-54yo1157.0
        30682Angola2004f45-54yo1029.0
        30683Angola2005f45-54yo1138.0
        30684Angola2006f45-54yo1223.0
        30685Angola2007f45-54yo1041.0
        30686Angola2008f45-54yo1209.0
        30687Angola2009f45-54yo1069.0
        30688Angola2010f45-54yo958.0
        30689Angola2011f45-54yo1006.0
        30690Angola2012f45-54yo1028.0
        33461Angola2000f55-64yo200.0
        33462Angola2001f55-64yo200.0
        33463Angola2002f55-64yo533.0
        33464Angola2003f55-64yo395.0
        33465Angola2004f55-64yo505.0
        33466Angola2005f55-64yo581.0
        33467Angola2006f55-64yo583.0
        33468Angola2007f55-64yo554.0
        33469Angola2008f55-64yo556.0
        33470Angola2009f55-64yo572.0
        33471Angola2010f55-64yo482.0
        33472Angola2011f55-64yo457.0
        33473Angola2012f55-64yo529.0
        36244Angola2000f>=65yo120.0
        36245Angola2001f>=65yo182.0
        36246Angola2002f>=65yo305.0
        36247Angola2003f>=65yo129.0
        36248Angola2004f>=65yo269.0
        36249Angola2005f>=65yo417.0
        36250Angola2006f>=65yo314.0
        36251Angola2007f>=65yo367.0
        36252Angola2008f>=65yo337.0
        36253Angola2009f>=65yo272.0
        36254Angola2010f>=65yo286.0
        36255Angola2011f>=65yo346.0
        36256Angola2012f>=65yo384.0
        \n", + "
        " + ], + "text/plain": [ + " country year gender age_range cases\n", + "65 Angola 2000 m <=14yo 186.0\n", + "66 Angola 2001 m <=14yo 230.0\n", + "67 Angola 2002 m <=14yo 435.0\n", + "68 Angola 2003 m <=14yo 409.0\n", + "69 Angola 2004 m <=14yo 554.0\n", + "70 Angola 2005 m <=14yo 520.0\n", + "71 Angola 2006 m <=14yo 540.0\n", + "72 Angola 2007 m <=14yo 484.0\n", + "73 Angola 2008 m <=14yo 367.0\n", + "74 Angola 2009 m <=14yo 392.0\n", + "75 Angola 2010 m <=14yo 448.0\n", + "76 Angola 2011 m <=14yo 501.0\n", + "77 Angola 2012 m <=14yo 390.0\n", + "2848 Angola 2000 m 15-24yo 999.0\n", + "2849 Angola 2001 m 15-24yo 892.0\n", + "2850 Angola 2002 m 15-24yo 2223.0\n", + "2851 Angola 2003 m 15-24yo 2355.0\n", + "2852 Angola 2004 m 15-24yo 2684.0\n", + "2853 Angola 2005 m 15-24yo 2549.0\n", + "2854 Angola 2006 m 15-24yo 2632.0\n", + "2855 Angola 2007 m 15-24yo 2824.0\n", + "2856 Angola 2008 m 15-24yo 2970.0\n", + "2857 Angola 2009 m 15-24yo 3054.0\n", + "2858 Angola 2010 m 15-24yo 2900.0\n", + "2859 Angola 2011 m 15-24yo 3000.0\n", + "2860 Angola 2012 m 15-24yo 2804.0\n", + "5631 Angola 2000 m 25-34yo 1003.0\n", + "5632 Angola 2001 m 25-34yo 752.0\n", + "5633 Angola 2002 m 25-34yo 2292.0\n", + "5634 Angola 2003 m 25-34yo 2598.0\n", + "5635 Angola 2004 m 25-34yo 2659.0\n", + "5636 Angola 2005 m 25-34yo 2797.0\n", + "5637 Angola 2006 m 25-34yo 3049.0\n", + "5638 Angola 2007 m 25-34yo 3197.0\n", + "5639 Angola 2008 m 25-34yo 3493.0\n", + "5640 Angola 2009 m 25-34yo 3600.0\n", + "5641 Angola 2010 m 25-34yo 3584.0\n", + "5642 Angola 2011 m 25-34yo 3792.0\n", + "5643 Angola 2012 m 25-34yo 3627.0\n", + "8414 Angola 2000 m 35-44yo 912.0\n", + "8415 Angola 2001 m 35-44yo 648.0\n", + "8416 Angola 2002 m 35-44yo 1915.0\n", + "8417 Angola 2003 m 35-44yo 1908.0\n", + "8418 Angola 2004 m 35-44yo 1998.0\n", + "8419 Angola 2005 m 35-44yo 1918.0\n", + "8420 Angola 2006 m 35-44yo 2182.0\n", + "8421 Angola 2007 m 35-44yo 2255.0\n", + "8422 Angola 2008 m 35-44yo 2418.0\n", + "8423 Angola 2009 m 35-44yo 2420.0\n", + "8424 Angola 2010 m 35-44yo 2415.0\n", + "8425 Angola 2011 m 35-44yo 2386.0\n", + "8426 Angola 2012 m 35-44yo 2529.0\n", + "11197 Angola 2000 m 45-54yo 482.0\n", + "11198 Angola 2001 m 45-54yo 420.0\n", + "11199 Angola 2002 m 45-54yo 1187.0\n", + "11200 Angola 2003 m 45-54yo 1090.0\n", + "11201 Angola 2004 m 45-54yo 1196.0\n", + "11202 Angola 2005 m 45-54yo 1255.0\n", + "11203 Angola 2006 m 45-54yo 1397.0\n", + "11204 Angola 2007 m 45-54yo 1357.0\n", + "11205 Angola 2008 m 45-54yo 1480.0\n", + "11206 Angola 2009 m 45-54yo 1590.0\n", + "11207 Angola 2010 m 45-54yo 1424.0\n", + "11208 Angola 2011 m 45-54yo 1395.0\n", + "11209 Angola 2012 m 45-54yo 1427.0\n", + "13980 Angola 2000 m 55-64yo 312.0\n", + "13981 Angola 2001 m 55-64yo 197.0\n", + "13982 Angola 2002 m 55-64yo 624.0\n", + "13983 Angola 2003 m 55-64yo 512.0\n", + "13984 Angola 2004 m 55-64yo 561.0\n", + "13985 Angola 2005 m 55-64yo 665.0\n", + "13986 Angola 2006 m 55-64yo 729.0\n", + "13987 Angola 2007 m 55-64yo 699.0\n", + "13988 Angola 2008 m 55-64yo 733.0\n", + "13989 Angola 2009 m 55-64yo 748.0\n", + "13990 Angola 2010 m 55-64yo 691.0\n", + "13991 Angola 2011 m 55-64yo 680.0\n", + "13992 Angola 2012 m 55-64yo 732.0\n", + "16763 Angola 2000 m >=65yo 194.0\n", + "16764 Angola 2001 m >=65yo 173.0\n", + "16765 Angola 2002 m >=65yo 444.0\n", + "16766 Angola 2003 m >=65yo 361.0\n", + "16767 Angola 2004 m >=65yo 321.0\n", + "16768 Angola 2005 m >=65yo 461.0\n", + "16769 Angola 2006 m >=65yo 428.0\n", + "16770 Angola 2007 m >=65yo 465.0\n", + "16771 Angola 2008 m >=65yo 420.0\n", + "16772 Angola 2009 m >=65yo 463.0\n", + "16773 Angola 2010 m >=65yo 355.0\n", + "16774 Angola 2011 m >=65yo 455.0\n", + "16775 Angola 2012 m >=65yo 424.0\n", + "19546 Angola 2000 f <=14yo 247.0\n", + "19547 Angola 2001 f <=14yo 279.0\n", + "19548 Angola 2002 f <=14yo 640.0\n", + "19549 Angola 2003 f <=14yo 591.0\n", + "19550 Angola 2004 f <=14yo 733.0\n", + "19551 Angola 2005 f <=14yo 704.0\n", + "19552 Angola 2006 f <=14yo 689.0\n", + "19553 Angola 2007 f <=14yo 703.0\n", + "19554 Angola 2008 f <=14yo 512.0\n", + "19555 Angola 2009 f <=14yo 568.0\n", + "19556 Angola 2010 f <=14yo 558.0\n", + "19557 Angola 2011 f <=14yo 708.0\n", + "19558 Angola 2012 f <=14yo 592.0\n", + "22329 Angola 2000 f 15-24yo 1142.0\n", + "22330 Angola 2001 f 15-24yo 993.0\n", + "22331 Angola 2002 f 15-24yo 2610.0\n", + "22332 Angola 2003 f 15-24yo 3078.0\n", + "22333 Angola 2004 f 15-24yo 3198.0\n", + "22334 Angola 2005 f 15-24yo 2926.0\n", + "22335 Angola 2006 f 15-24yo 2851.0\n", + "22336 Angola 2007 f 15-24yo 2943.0\n", + "22337 Angola 2008 f 15-24yo 3199.0\n", + "22338 Angola 2009 f 15-24yo 3152.0\n", + "22339 Angola 2010 f 15-24yo 2763.0\n", + "22340 Angola 2011 f 15-24yo 2731.0\n", + "22341 Angola 2012 f 15-24yo 2501.0\n", + "25112 Angola 2000 f 25-34yo 1091.0\n", + "25113 Angola 2001 f 25-34yo 869.0\n", + "25114 Angola 2002 f 25-34yo 2208.0\n", + "25115 Angola 2003 f 25-34yo 2641.0\n", + "25116 Angola 2004 f 25-34yo 2772.0\n", + "25117 Angola 2005 f 25-34yo 2682.0\n", + "25118 Angola 2006 f 25-34yo 2892.0\n", + "25119 Angola 2007 f 25-34yo 2721.0\n", + "25120 Angola 2008 f 25-34yo 2786.0\n", + "25121 Angola 2009 f 25-34yo 2798.0\n", + "25122 Angola 2010 f 25-34yo 2594.0\n", + "25123 Angola 2011 f 25-34yo 2563.0\n", + "25124 Angola 2012 f 25-34yo 2540.0\n", + "27895 Angola 2000 f 35-44yo 844.0\n", + "27896 Angola 2001 f 35-44yo 647.0\n", + "27897 Angola 2002 f 35-44yo 1600.0\n", + "27898 Angola 2003 f 35-44yo 1747.0\n", + "27899 Angola 2004 f 35-44yo 1854.0\n", + "27900 Angola 2005 f 35-44yo 1797.0\n", + "27901 Angola 2006 f 35-44yo 1990.0\n", + "27902 Angola 2007 f 35-44yo 1812.0\n", + "27903 Angola 2008 f 35-44yo 2082.0\n", + "27904 Angola 2009 f 35-44yo 1790.0\n", + "27905 Angola 2010 f 35-44yo 1688.0\n", + "27906 Angola 2011 f 35-44yo 1683.0\n", + "27907 Angola 2012 f 35-44yo 1617.0\n", + "30678 Angola 2000 f 45-54yo 417.0\n", + "30679 Angola 2001 f 45-54yo 323.0\n", + "30680 Angola 2002 f 45-54yo 972.0\n", + "30681 Angola 2003 f 45-54yo 1157.0\n", + "30682 Angola 2004 f 45-54yo 1029.0\n", + "30683 Angola 2005 f 45-54yo 1138.0\n", + "30684 Angola 2006 f 45-54yo 1223.0\n", + "30685 Angola 2007 f 45-54yo 1041.0\n", + "30686 Angola 2008 f 45-54yo 1209.0\n", + "30687 Angola 2009 f 45-54yo 1069.0\n", + "30688 Angola 2010 f 45-54yo 958.0\n", + "30689 Angola 2011 f 45-54yo 1006.0\n", + "30690 Angola 2012 f 45-54yo 1028.0\n", + "33461 Angola 2000 f 55-64yo 200.0\n", + "33462 Angola 2001 f 55-64yo 200.0\n", + "33463 Angola 2002 f 55-64yo 533.0\n", + "33464 Angola 2003 f 55-64yo 395.0\n", + "33465 Angola 2004 f 55-64yo 505.0\n", + "33466 Angola 2005 f 55-64yo 581.0\n", + "33467 Angola 2006 f 55-64yo 583.0\n", + "33468 Angola 2007 f 55-64yo 554.0\n", + "33469 Angola 2008 f 55-64yo 556.0\n", + "33470 Angola 2009 f 55-64yo 572.0\n", + "33471 Angola 2010 f 55-64yo 482.0\n", + "33472 Angola 2011 f 55-64yo 457.0\n", + "33473 Angola 2012 f 55-64yo 529.0\n", + "36244 Angola 2000 f >=65yo 120.0\n", + "36245 Angola 2001 f >=65yo 182.0\n", + "36246 Angola 2002 f >=65yo 305.0\n", + "36247 Angola 2003 f >=65yo 129.0\n", + "36248 Angola 2004 f >=65yo 269.0\n", + "36249 Angola 2005 f >=65yo 417.0\n", + "36250 Angola 2006 f >=65yo 314.0\n", + "36251 Angola 2007 f >=65yo 367.0\n", + "36252 Angola 2008 f >=65yo 337.0\n", + "36253 Angola 2009 f >=65yo 272.0\n", + "36254 Angola 2010 f >=65yo 286.0\n", + "36255 Angola 2011 f >=65yo 346.0\n", + "36256 Angola 2012 f >=65yo 384.0" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "age_range_map = {\n", + " '014': '<=14yo',\n", + " '1524': '15-24yo',\n", + " '2534': '25-34yo',\n", + " '3544': '35-44yo',\n", + " '4554': '45-54yo',\n", + " '5564': '55-64yo',\n", + " '65': '>=65yo'\n", + "}\n", + "\n", + "\n", + "tb_melted['gender'] = tb_melted['variable'].str[3]\n", + "tb_melted['age_range'] = tb_melted['variable'].str[5:].map(age_range_map)\n", + "tb = tb_melted[['country', 'year', 'gender', 'age_range', 'cases']]\n", + "tb[tb['country'] == 'Angola']" + ] + }, + { + "cell_type": "markdown", + "id": "9d1f036e", + "metadata": {}, + "source": [ + "# 2. Compute summary tables\n", + "\n", + "1. Compute the number of cases per country and gender, for data between 2000 and 2006 (included)\n", + "2. Compute the number of cases per country and year range (2000-2006, 2007-2012) on rows, and gender on columns" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "75cc0463", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        genderfm
        country
        Afghanistan34579.016426.0
        Albania441.0920.0
        Algeria22993.032926.0
        American Samoa11.06.0
        Andorra10.018.0
        Angola57307.056848.0
        Anguilla1.00.0
        Antigua and Barbuda11.05.0
        Argentina14527.019357.0
        Armenia681.03220.0
        Aruba0.00.0
        Australia547.0915.0
        Austria456.01186.0
        Azerbaijan1559.05913.0
        Bahamas76.0109.0
        Bahrain63.0140.0
        Bangladesh133757.0294417.0
        Barbados12.026.0
        Belarus1031.04247.0
        Belgium692.01588.0
        Belize140.0243.0
        Benin6405.011283.0
        Bermuda1.01.0
        Bhutan1040.01356.0
        Bolivia (Plurinational State of)18089.026493.0
        Bosnia and Herzegovina1982.02669.0
        Botswana9650.012441.0
        Brazil113354.0211322.0
        British Virgin Islands2.02.0
        Brunei Darussalam251.0400.0
        Bulgaria1937.04233.0
        Burkina Faso4170.08743.0
        Burundi7043.011273.0
        Cabo Verde309.0471.0
        Cambodia60829.063809.0
        Cameroon25588.038214.0
        Canada1265.01702.0
        Cayman Islands1.06.0
        Central African Republic5980.07685.0
        Chad4694.07208.0
        Chile3058.06281.0
        China692350.01522330.0
        China, Hong Kong SAR3792.08483.0
        China, Macao SAR284.0699.0
        Colombia21225.031804.0
        Comoros192.0253.0
        Congo5314.06160.0
        Cook Islands0.05.0
        Costa Rica886.01641.0
        Cote d'Ivoire28598.040932.0
        Croatia960.01931.0
        Cuba872.02762.0
        Cyprus13.035.0
        Czech Republic632.01703.0
        Democratic People's Republic of Korea46809.074757.0
        Democratic Republic of the Congo170192.0192935.0
        Denmark370.0601.0
        Djibouti2755.05755.0
        Dominica5.05.0
        Dominican Republic6419.09800.0
        Ecuador6807.09901.0
        Egypt10845.021086.0
        El Salvador2677.04082.0
        Equatorial Guinea161.0245.0
        Eritrea2608.02270.0
        Estonia368.01015.0
        Ethiopia116094.0140312.0
        Fiji209.0334.0
        Finland312.0583.0
        France4243.08166.0
        French Polynesia90.0108.0
        Gabon2776.04131.0
        Gambia1613.03805.0
        Georgia1971.06242.0
        Germany2266.04311.0
        Ghana18497.034527.0
        Greece379.0923.0
        Greenland0.00.0
        Grenada2.02.0
        Guam97.0179.0
        Guatemala5596.06544.0
        Guinea11207.021725.0
        Guinea-Bissau2285.03451.0
        Guyana916.01962.0
        Haiti23235.023307.0
        Honduras7230.08965.0
        Hungary897.02514.0
        Iceland6.09.0
        India828474.01848348.0
        Indonesia286538.0399164.0
        Iran (Islamic Republic of)17795.017946.0
        Iraq7994.015159.0
        Ireland246.0441.0
        Israel466.0738.0
        Italy2360.04445.0
        Jamaica139.0350.0
        Japan23230.053242.0
        Jordan227.0436.0
        Kazakhstan18320.030157.0
        Kenya106531.0146717.0
        Kiribati324.0366.0
        Kuwait524.0956.0
        Kyrgyzstan4503.07007.0
        Lao People's Democratic Republic5757.09100.0
        Latvia1097.03094.0
        Lebanon430.0613.0
        Lesotho9791.012371.0
        Liberia5500.07301.0
        Libya847.03092.0
        Lithuania1677.04595.0
        Luxembourg44.068.0
        Madagascar29552.042855.0
        Malawi24471.024994.0
        Malaysia23938.052440.0
        Maldives169.0268.0
        Mali6028.012665.0
        Malta4.021.0
        Marshall Islands159.0152.0
        Mauritania902.02246.0
        Mauritius180.0432.0
        Mexico33134.053218.0
        Micronesia (Federated States of)116.093.0
        Monaco0.00.0
        Mongolia5583.06454.0
        Montenegro42.080.0
        Montserrat0.03.0
        Morocco30252.058497.0
        Mozambique0.00.0
        Myanmar67403.0130337.0
        Namibia14772.019685.0
        Nauru5.05.0
        Nepal32414.066254.0
        Netherlands593.01258.0
        Netherlands Antilles12.040.0
        New Caledonia63.086.0
        New Zealand295.0335.0
        Nicaragua4244.05319.0
        Niger4789.012190.0
        Nigeria80330.0111660.0
        Niue1.00.0
        Northern Mariana Islands96.0111.0
        Norway129.0175.0
        Oman453.0692.0
        Pakistan94064.099216.0
        Palau11.023.0
        Panama1902.03346.0
        Papua New Guinea3225.03434.0
        Paraguay2815.05061.0
        Peru46298.062229.0
        Philippines96966.0216914.0
        Poland6560.015001.0
        Portugal2962.08464.0
        Puerto Rico157.0332.0
        Qatar114.0399.0
        Republic of Korea28390.048574.0
        Republic of Moldova2053.06568.0
        Romania21126.052827.0
        Russian Federation35450.0113330.0
        Rwanda7350.012980.0
        Saint Kitts and Nevis3.01.0
        Saint Lucia29.048.0
        Saint Vincent and the Grenadines10.031.0
        Samoa41.041.0
        San Marino0.01.0
        Sao Tome and Principe193.0213.0
        Saudi Arabia4572.07073.0
        Senegal13910.030431.0
        Serbia868.01364.0
        Serbia & Montenegro1078.01632.0
        Seychelles17.042.0
        Sierra Leone9201.014748.0
        Singapore862.02466.0
        Slovakia437.0897.0
        Slovenia281.0530.0
        Solomon Islands427.0373.0
        Somalia13763.024980.0
        South Africa264248.0341088.0
        Spain4180.08889.0
        Sri Lanka8386.022441.0
        Sudan32121.048022.0
        Suriname93.0235.0
        Swaziland6696.07019.0
        Sweden352.0449.0
        Switzerland227.0386.0
        Syrian Arab Republic3582.06609.0
        Tajikistan1521.02208.0
        Thailand55379.0130832.0
        The Former Yugoslav Republic of Macedonia474.0812.0
        Timor-Leste2150.02903.0
        Togo3449.05429.0
        Tokelau0.00.0
        Tonga33.049.0
        Trinidad and Tobago244.0579.0
        Tunisia1803.04931.0
        Turkey4219.011395.0
        Turkmenistan2777.05187.0
        Turks and Caicos Islands10.05.0
        Tuvalu10.016.0
        US Virgin Islands0.00.0
        Uganda56500.079555.0
        Ukraine11481.038200.0
        United Arab Emirates143.0170.0
        United Kingdom of Great Britain and Northern Ireland3546.05285.0
        United Republic of Tanzania65505.0108065.0
        United States of America12047.025716.0
        Uruguay727.01641.0
        Uzbekistan13706.018760.0
        Vanuatu154.0186.0
        Venezuela (Bolivarian Republic of)7215.011087.0
        Viet Nam112399.0278116.0
        Wallis and Futuna Islands7.010.0
        West Bank and Gaza Strip14.028.0
        Yemen12969.015771.0
        Zambia41179.053162.0
        Zimbabwe30699.035504.0
        \n", + "
        " + ], + "text/plain": [ + "gender f m\n", + "country \n", + "Afghanistan 34579.0 16426.0\n", + "Albania 441.0 920.0\n", + "Algeria 22993.0 32926.0\n", + "American Samoa 11.0 6.0\n", + "Andorra 10.0 18.0\n", + "Angola 57307.0 56848.0\n", + "Anguilla 1.0 0.0\n", + "Antigua and Barbuda 11.0 5.0\n", + "Argentina 14527.0 19357.0\n", + "Armenia 681.0 3220.0\n", + "Aruba 0.0 0.0\n", + "Australia 547.0 915.0\n", + "Austria 456.0 1186.0\n", + "Azerbaijan 1559.0 5913.0\n", + "Bahamas 76.0 109.0\n", + "Bahrain 63.0 140.0\n", + "Bangladesh 133757.0 294417.0\n", + "Barbados 12.0 26.0\n", + "Belarus 1031.0 4247.0\n", + "Belgium 692.0 1588.0\n", + "Belize 140.0 243.0\n", + "Benin 6405.0 11283.0\n", + "Bermuda 1.0 1.0\n", + "Bhutan 1040.0 1356.0\n", + "Bolivia (Plurinational State of) 18089.0 26493.0\n", + "Bosnia and Herzegovina 1982.0 2669.0\n", + "Botswana 9650.0 12441.0\n", + "Brazil 113354.0 211322.0\n", + "British Virgin Islands 2.0 2.0\n", + "Brunei Darussalam 251.0 400.0\n", + "Bulgaria 1937.0 4233.0\n", + "Burkina Faso 4170.0 8743.0\n", + "Burundi 7043.0 11273.0\n", + "Cabo Verde 309.0 471.0\n", + "Cambodia 60829.0 63809.0\n", + "Cameroon 25588.0 38214.0\n", + "Canada 1265.0 1702.0\n", + "Cayman Islands 1.0 6.0\n", + "Central African Republic 5980.0 7685.0\n", + "Chad 4694.0 7208.0\n", + "Chile 3058.0 6281.0\n", + "China 692350.0 1522330.0\n", + "China, Hong Kong SAR 3792.0 8483.0\n", + "China, Macao SAR 284.0 699.0\n", + "Colombia 21225.0 31804.0\n", + "Comoros 192.0 253.0\n", + "Congo 5314.0 6160.0\n", + "Cook Islands 0.0 5.0\n", + "Costa Rica 886.0 1641.0\n", + "Cote d'Ivoire 28598.0 40932.0\n", + "Croatia 960.0 1931.0\n", + "Cuba 872.0 2762.0\n", + "Cyprus 13.0 35.0\n", + "Czech Republic 632.0 1703.0\n", + "Democratic People's Republic of Korea 46809.0 74757.0\n", + "Democratic Republic of the Congo 170192.0 192935.0\n", + "Denmark 370.0 601.0\n", + "Djibouti 2755.0 5755.0\n", + "Dominica 5.0 5.0\n", + "Dominican Republic 6419.0 9800.0\n", + "Ecuador 6807.0 9901.0\n", + "Egypt 10845.0 21086.0\n", + "El Salvador 2677.0 4082.0\n", + "Equatorial Guinea 161.0 245.0\n", + "Eritrea 2608.0 2270.0\n", + "Estonia 368.0 1015.0\n", + "Ethiopia 116094.0 140312.0\n", + "Fiji 209.0 334.0\n", + "Finland 312.0 583.0\n", + "France 4243.0 8166.0\n", + "French Polynesia 90.0 108.0\n", + "Gabon 2776.0 4131.0\n", + "Gambia 1613.0 3805.0\n", + "Georgia 1971.0 6242.0\n", + "Germany 2266.0 4311.0\n", + "Ghana 18497.0 34527.0\n", + "Greece 379.0 923.0\n", + "Greenland 0.0 0.0\n", + "Grenada 2.0 2.0\n", + "Guam 97.0 179.0\n", + "Guatemala 5596.0 6544.0\n", + "Guinea 11207.0 21725.0\n", + "Guinea-Bissau 2285.0 3451.0\n", + "Guyana 916.0 1962.0\n", + "Haiti 23235.0 23307.0\n", + "Honduras 7230.0 8965.0\n", + "Hungary 897.0 2514.0\n", + "Iceland 6.0 9.0\n", + "India 828474.0 1848348.0\n", + "Indonesia 286538.0 399164.0\n", + "Iran (Islamic Republic of) 17795.0 17946.0\n", + "Iraq 7994.0 15159.0\n", + "Ireland 246.0 441.0\n", + "Israel 466.0 738.0\n", + "Italy 2360.0 4445.0\n", + "Jamaica 139.0 350.0\n", + "Japan 23230.0 53242.0\n", + "Jordan 227.0 436.0\n", + "Kazakhstan 18320.0 30157.0\n", + "Kenya 106531.0 146717.0\n", + "Kiribati 324.0 366.0\n", + "Kuwait 524.0 956.0\n", + "Kyrgyzstan 4503.0 7007.0\n", + "Lao People's Democratic Republic 5757.0 9100.0\n", + "Latvia 1097.0 3094.0\n", + "Lebanon 430.0 613.0\n", + "Lesotho 9791.0 12371.0\n", + "Liberia 5500.0 7301.0\n", + "Libya 847.0 3092.0\n", + "Lithuania 1677.0 4595.0\n", + "Luxembourg 44.0 68.0\n", + "Madagascar 29552.0 42855.0\n", + "Malawi 24471.0 24994.0\n", + "Malaysia 23938.0 52440.0\n", + "Maldives 169.0 268.0\n", + "Mali 6028.0 12665.0\n", + "Malta 4.0 21.0\n", + "Marshall Islands 159.0 152.0\n", + "Mauritania 902.0 2246.0\n", + "Mauritius 180.0 432.0\n", + "Mexico 33134.0 53218.0\n", + "Micronesia (Federated States of) 116.0 93.0\n", + "Monaco 0.0 0.0\n", + "Mongolia 5583.0 6454.0\n", + "Montenegro 42.0 80.0\n", + "Montserrat 0.0 3.0\n", + "Morocco 30252.0 58497.0\n", + "Mozambique 0.0 0.0\n", + "Myanmar 67403.0 130337.0\n", + "Namibia 14772.0 19685.0\n", + "Nauru 5.0 5.0\n", + "Nepal 32414.0 66254.0\n", + "Netherlands 593.0 1258.0\n", + "Netherlands Antilles 12.0 40.0\n", + "New Caledonia 63.0 86.0\n", + "New Zealand 295.0 335.0\n", + "Nicaragua 4244.0 5319.0\n", + "Niger 4789.0 12190.0\n", + "Nigeria 80330.0 111660.0\n", + "Niue 1.0 0.0\n", + "Northern Mariana Islands 96.0 111.0\n", + "Norway 129.0 175.0\n", + "Oman 453.0 692.0\n", + "Pakistan 94064.0 99216.0\n", + "Palau 11.0 23.0\n", + "Panama 1902.0 3346.0\n", + "Papua New Guinea 3225.0 3434.0\n", + "Paraguay 2815.0 5061.0\n", + "Peru 46298.0 62229.0\n", + "Philippines 96966.0 216914.0\n", + "Poland 6560.0 15001.0\n", + "Portugal 2962.0 8464.0\n", + "Puerto Rico 157.0 332.0\n", + "Qatar 114.0 399.0\n", + "Republic of Korea 28390.0 48574.0\n", + "Republic of Moldova 2053.0 6568.0\n", + "Romania 21126.0 52827.0\n", + "Russian Federation 35450.0 113330.0\n", + "Rwanda 7350.0 12980.0\n", + "Saint Kitts and Nevis 3.0 1.0\n", + "Saint Lucia 29.0 48.0\n", + "Saint Vincent and the Grenadines 10.0 31.0\n", + "Samoa 41.0 41.0\n", + "San Marino 0.0 1.0\n", + "Sao Tome and Principe 193.0 213.0\n", + "Saudi Arabia 4572.0 7073.0\n", + "Senegal 13910.0 30431.0\n", + "Serbia 868.0 1364.0\n", + "Serbia & Montenegro 1078.0 1632.0\n", + "Seychelles 17.0 42.0\n", + "Sierra Leone 9201.0 14748.0\n", + "Singapore 862.0 2466.0\n", + "Slovakia 437.0 897.0\n", + "Slovenia 281.0 530.0\n", + "Solomon Islands 427.0 373.0\n", + "Somalia 13763.0 24980.0\n", + "South Africa 264248.0 341088.0\n", + "Spain 4180.0 8889.0\n", + "Sri Lanka 8386.0 22441.0\n", + "Sudan 32121.0 48022.0\n", + "Suriname 93.0 235.0\n", + "Swaziland 6696.0 7019.0\n", + "Sweden 352.0 449.0\n", + "Switzerland 227.0 386.0\n", + "Syrian Arab Republic 3582.0 6609.0\n", + "Tajikistan 1521.0 2208.0\n", + "Thailand 55379.0 130832.0\n", + "The Former Yugoslav Republic of Macedonia 474.0 812.0\n", + "Timor-Leste 2150.0 2903.0\n", + "Togo 3449.0 5429.0\n", + "Tokelau 0.0 0.0\n", + "Tonga 33.0 49.0\n", + "Trinidad and Tobago 244.0 579.0\n", + "Tunisia 1803.0 4931.0\n", + "Turkey 4219.0 11395.0\n", + "Turkmenistan 2777.0 5187.0\n", + "Turks and Caicos Islands 10.0 5.0\n", + "Tuvalu 10.0 16.0\n", + "US Virgin Islands 0.0 0.0\n", + "Uganda 56500.0 79555.0\n", + "Ukraine 11481.0 38200.0\n", + "United Arab Emirates 143.0 170.0\n", + "United Kingdom of Great Britain and Northern Ireland 3546.0 5285.0\n", + "United Republic of Tanzania 65505.0 108065.0\n", + "United States of America 12047.0 25716.0\n", + "Uruguay 727.0 1641.0\n", + "Uzbekistan 13706.0 18760.0\n", + "Vanuatu 154.0 186.0\n", + "Venezuela (Bolivarian Republic of) 7215.0 11087.0\n", + "Viet Nam 112399.0 278116.0\n", + "Wallis and Futuna Islands 7.0 10.0\n", + "West Bank and Gaza Strip 14.0 28.0\n", + "Yemen 12969.0 15771.0\n", + "Zambia 41179.0 53162.0\n", + "Zimbabwe 30699.0 35504.0" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_cases_per_gender_2000 = (\n", + " tb[tb['year'].between(2000, 2006)]\n", + " .pivot_table(index='country', columns='gender', values='cases', aggfunc='sum')\n", + ")\n", + "tb_cases_per_gender_2000" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "a2491a2c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyeargenderage_rangecasesyear_range
        65Angola2000m<=14yo186.02000-2006
        66Angola2001m<=14yo230.02000-2006
        67Angola2002m<=14yo435.02000-2006
        68Angola2003m<=14yo409.02000-2006
        69Angola2004m<=14yo554.02000-2006
        70Angola2005m<=14yo520.02000-2006
        71Angola2006m<=14yo540.02000-2006
        72Angola2007m<=14yo484.02007-2012
        73Angola2008m<=14yo367.02007-2012
        74Angola2009m<=14yo392.02007-2012
        75Angola2010m<=14yo448.02007-2012
        76Angola2011m<=14yo501.02007-2012
        77Angola2012m<=14yo390.02007-2012
        2848Angola2000m15-24yo999.02000-2006
        2849Angola2001m15-24yo892.02000-2006
        2850Angola2002m15-24yo2223.02000-2006
        2851Angola2003m15-24yo2355.02000-2006
        2852Angola2004m15-24yo2684.02000-2006
        2853Angola2005m15-24yo2549.02000-2006
        2854Angola2006m15-24yo2632.02000-2006
        2855Angola2007m15-24yo2824.02007-2012
        2856Angola2008m15-24yo2970.02007-2012
        2857Angola2009m15-24yo3054.02007-2012
        2858Angola2010m15-24yo2900.02007-2012
        2859Angola2011m15-24yo3000.02007-2012
        2860Angola2012m15-24yo2804.02007-2012
        5631Angola2000m25-34yo1003.02000-2006
        5632Angola2001m25-34yo752.02000-2006
        5633Angola2002m25-34yo2292.02000-2006
        5634Angola2003m25-34yo2598.02000-2006
        5635Angola2004m25-34yo2659.02000-2006
        5636Angola2005m25-34yo2797.02000-2006
        5637Angola2006m25-34yo3049.02000-2006
        5638Angola2007m25-34yo3197.02007-2012
        5639Angola2008m25-34yo3493.02007-2012
        5640Angola2009m25-34yo3600.02007-2012
        5641Angola2010m25-34yo3584.02007-2012
        5642Angola2011m25-34yo3792.02007-2012
        5643Angola2012m25-34yo3627.02007-2012
        8414Angola2000m35-44yo912.02000-2006
        8415Angola2001m35-44yo648.02000-2006
        8416Angola2002m35-44yo1915.02000-2006
        8417Angola2003m35-44yo1908.02000-2006
        8418Angola2004m35-44yo1998.02000-2006
        8419Angola2005m35-44yo1918.02000-2006
        8420Angola2006m35-44yo2182.02000-2006
        8421Angola2007m35-44yo2255.02007-2012
        8422Angola2008m35-44yo2418.02007-2012
        8423Angola2009m35-44yo2420.02007-2012
        8424Angola2010m35-44yo2415.02007-2012
        8425Angola2011m35-44yo2386.02007-2012
        8426Angola2012m35-44yo2529.02007-2012
        11197Angola2000m45-54yo482.02000-2006
        11198Angola2001m45-54yo420.02000-2006
        11199Angola2002m45-54yo1187.02000-2006
        11200Angola2003m45-54yo1090.02000-2006
        11201Angola2004m45-54yo1196.02000-2006
        11202Angola2005m45-54yo1255.02000-2006
        11203Angola2006m45-54yo1397.02000-2006
        11204Angola2007m45-54yo1357.02007-2012
        11205Angola2008m45-54yo1480.02007-2012
        11206Angola2009m45-54yo1590.02007-2012
        11207Angola2010m45-54yo1424.02007-2012
        11208Angola2011m45-54yo1395.02007-2012
        11209Angola2012m45-54yo1427.02007-2012
        13980Angola2000m55-64yo312.02000-2006
        13981Angola2001m55-64yo197.02000-2006
        13982Angola2002m55-64yo624.02000-2006
        13983Angola2003m55-64yo512.02000-2006
        13984Angola2004m55-64yo561.02000-2006
        13985Angola2005m55-64yo665.02000-2006
        13986Angola2006m55-64yo729.02000-2006
        13987Angola2007m55-64yo699.02007-2012
        13988Angola2008m55-64yo733.02007-2012
        13989Angola2009m55-64yo748.02007-2012
        13990Angola2010m55-64yo691.02007-2012
        13991Angola2011m55-64yo680.02007-2012
        13992Angola2012m55-64yo732.02007-2012
        16763Angola2000m>=65yo194.02000-2006
        16764Angola2001m>=65yo173.02000-2006
        16765Angola2002m>=65yo444.02000-2006
        16766Angola2003m>=65yo361.02000-2006
        16767Angola2004m>=65yo321.02000-2006
        16768Angola2005m>=65yo461.02000-2006
        16769Angola2006m>=65yo428.02000-2006
        16770Angola2007m>=65yo465.02007-2012
        16771Angola2008m>=65yo420.02007-2012
        16772Angola2009m>=65yo463.02007-2012
        16773Angola2010m>=65yo355.02007-2012
        16774Angola2011m>=65yo455.02007-2012
        16775Angola2012m>=65yo424.02007-2012
        19546Angola2000f<=14yo247.02000-2006
        19547Angola2001f<=14yo279.02000-2006
        19548Angola2002f<=14yo640.02000-2006
        19549Angola2003f<=14yo591.02000-2006
        19550Angola2004f<=14yo733.02000-2006
        19551Angola2005f<=14yo704.02000-2006
        19552Angola2006f<=14yo689.02000-2006
        19553Angola2007f<=14yo703.02007-2012
        19554Angola2008f<=14yo512.02007-2012
        19555Angola2009f<=14yo568.02007-2012
        19556Angola2010f<=14yo558.02007-2012
        19557Angola2011f<=14yo708.02007-2012
        19558Angola2012f<=14yo592.02007-2012
        22329Angola2000f15-24yo1142.02000-2006
        22330Angola2001f15-24yo993.02000-2006
        22331Angola2002f15-24yo2610.02000-2006
        22332Angola2003f15-24yo3078.02000-2006
        22333Angola2004f15-24yo3198.02000-2006
        22334Angola2005f15-24yo2926.02000-2006
        22335Angola2006f15-24yo2851.02000-2006
        22336Angola2007f15-24yo2943.02007-2012
        22337Angola2008f15-24yo3199.02007-2012
        22338Angola2009f15-24yo3152.02007-2012
        22339Angola2010f15-24yo2763.02007-2012
        22340Angola2011f15-24yo2731.02007-2012
        22341Angola2012f15-24yo2501.02007-2012
        25112Angola2000f25-34yo1091.02000-2006
        25113Angola2001f25-34yo869.02000-2006
        25114Angola2002f25-34yo2208.02000-2006
        25115Angola2003f25-34yo2641.02000-2006
        25116Angola2004f25-34yo2772.02000-2006
        25117Angola2005f25-34yo2682.02000-2006
        25118Angola2006f25-34yo2892.02000-2006
        25119Angola2007f25-34yo2721.02007-2012
        25120Angola2008f25-34yo2786.02007-2012
        25121Angola2009f25-34yo2798.02007-2012
        25122Angola2010f25-34yo2594.02007-2012
        25123Angola2011f25-34yo2563.02007-2012
        25124Angola2012f25-34yo2540.02007-2012
        27895Angola2000f35-44yo844.02000-2006
        27896Angola2001f35-44yo647.02000-2006
        27897Angola2002f35-44yo1600.02000-2006
        27898Angola2003f35-44yo1747.02000-2006
        27899Angola2004f35-44yo1854.02000-2006
        27900Angola2005f35-44yo1797.02000-2006
        27901Angola2006f35-44yo1990.02000-2006
        27902Angola2007f35-44yo1812.02007-2012
        27903Angola2008f35-44yo2082.02007-2012
        27904Angola2009f35-44yo1790.02007-2012
        27905Angola2010f35-44yo1688.02007-2012
        27906Angola2011f35-44yo1683.02007-2012
        27907Angola2012f35-44yo1617.02007-2012
        30678Angola2000f45-54yo417.02000-2006
        30679Angola2001f45-54yo323.02000-2006
        30680Angola2002f45-54yo972.02000-2006
        30681Angola2003f45-54yo1157.02000-2006
        30682Angola2004f45-54yo1029.02000-2006
        30683Angola2005f45-54yo1138.02000-2006
        30684Angola2006f45-54yo1223.02000-2006
        30685Angola2007f45-54yo1041.02007-2012
        30686Angola2008f45-54yo1209.02007-2012
        30687Angola2009f45-54yo1069.02007-2012
        30688Angola2010f45-54yo958.02007-2012
        30689Angola2011f45-54yo1006.02007-2012
        30690Angola2012f45-54yo1028.02007-2012
        33461Angola2000f55-64yo200.02000-2006
        33462Angola2001f55-64yo200.02000-2006
        33463Angola2002f55-64yo533.02000-2006
        33464Angola2003f55-64yo395.02000-2006
        33465Angola2004f55-64yo505.02000-2006
        33466Angola2005f55-64yo581.02000-2006
        33467Angola2006f55-64yo583.02000-2006
        33468Angola2007f55-64yo554.02007-2012
        33469Angola2008f55-64yo556.02007-2012
        33470Angola2009f55-64yo572.02007-2012
        33471Angola2010f55-64yo482.02007-2012
        33472Angola2011f55-64yo457.02007-2012
        33473Angola2012f55-64yo529.02007-2012
        36244Angola2000f>=65yo120.02000-2006
        36245Angola2001f>=65yo182.02000-2006
        36246Angola2002f>=65yo305.02000-2006
        36247Angola2003f>=65yo129.02000-2006
        36248Angola2004f>=65yo269.02000-2006
        36249Angola2005f>=65yo417.02000-2006
        36250Angola2006f>=65yo314.02000-2006
        36251Angola2007f>=65yo367.02007-2012
        36252Angola2008f>=65yo337.02007-2012
        36253Angola2009f>=65yo272.02007-2012
        36254Angola2010f>=65yo286.02007-2012
        36255Angola2011f>=65yo346.02007-2012
        36256Angola2012f>=65yo384.02007-2012
        \n", + "
        " + ], + "text/plain": [ + " country year gender age_range cases year_range\n", + "65 Angola 2000 m <=14yo 186.0 2000-2006\n", + "66 Angola 2001 m <=14yo 230.0 2000-2006\n", + "67 Angola 2002 m <=14yo 435.0 2000-2006\n", + "68 Angola 2003 m <=14yo 409.0 2000-2006\n", + "69 Angola 2004 m <=14yo 554.0 2000-2006\n", + "70 Angola 2005 m <=14yo 520.0 2000-2006\n", + "71 Angola 2006 m <=14yo 540.0 2000-2006\n", + "72 Angola 2007 m <=14yo 484.0 2007-2012\n", + "73 Angola 2008 m <=14yo 367.0 2007-2012\n", + "74 Angola 2009 m <=14yo 392.0 2007-2012\n", + "75 Angola 2010 m <=14yo 448.0 2007-2012\n", + "76 Angola 2011 m <=14yo 501.0 2007-2012\n", + "77 Angola 2012 m <=14yo 390.0 2007-2012\n", + "2848 Angola 2000 m 15-24yo 999.0 2000-2006\n", + "2849 Angola 2001 m 15-24yo 892.0 2000-2006\n", + "2850 Angola 2002 m 15-24yo 2223.0 2000-2006\n", + "2851 Angola 2003 m 15-24yo 2355.0 2000-2006\n", + "2852 Angola 2004 m 15-24yo 2684.0 2000-2006\n", + "2853 Angola 2005 m 15-24yo 2549.0 2000-2006\n", + "2854 Angola 2006 m 15-24yo 2632.0 2000-2006\n", + "2855 Angola 2007 m 15-24yo 2824.0 2007-2012\n", + "2856 Angola 2008 m 15-24yo 2970.0 2007-2012\n", + "2857 Angola 2009 m 15-24yo 3054.0 2007-2012\n", + "2858 Angola 2010 m 15-24yo 2900.0 2007-2012\n", + "2859 Angola 2011 m 15-24yo 3000.0 2007-2012\n", + "2860 Angola 2012 m 15-24yo 2804.0 2007-2012\n", + "5631 Angola 2000 m 25-34yo 1003.0 2000-2006\n", + "5632 Angola 2001 m 25-34yo 752.0 2000-2006\n", + "5633 Angola 2002 m 25-34yo 2292.0 2000-2006\n", + "5634 Angola 2003 m 25-34yo 2598.0 2000-2006\n", + "5635 Angola 2004 m 25-34yo 2659.0 2000-2006\n", + "5636 Angola 2005 m 25-34yo 2797.0 2000-2006\n", + "5637 Angola 2006 m 25-34yo 3049.0 2000-2006\n", + "5638 Angola 2007 m 25-34yo 3197.0 2007-2012\n", + "5639 Angola 2008 m 25-34yo 3493.0 2007-2012\n", + "5640 Angola 2009 m 25-34yo 3600.0 2007-2012\n", + "5641 Angola 2010 m 25-34yo 3584.0 2007-2012\n", + "5642 Angola 2011 m 25-34yo 3792.0 2007-2012\n", + "5643 Angola 2012 m 25-34yo 3627.0 2007-2012\n", + "8414 Angola 2000 m 35-44yo 912.0 2000-2006\n", + "8415 Angola 2001 m 35-44yo 648.0 2000-2006\n", + "8416 Angola 2002 m 35-44yo 1915.0 2000-2006\n", + "8417 Angola 2003 m 35-44yo 1908.0 2000-2006\n", + "8418 Angola 2004 m 35-44yo 1998.0 2000-2006\n", + "8419 Angola 2005 m 35-44yo 1918.0 2000-2006\n", + "8420 Angola 2006 m 35-44yo 2182.0 2000-2006\n", + "8421 Angola 2007 m 35-44yo 2255.0 2007-2012\n", + "8422 Angola 2008 m 35-44yo 2418.0 2007-2012\n", + "8423 Angola 2009 m 35-44yo 2420.0 2007-2012\n", + "8424 Angola 2010 m 35-44yo 2415.0 2007-2012\n", + "8425 Angola 2011 m 35-44yo 2386.0 2007-2012\n", + "8426 Angola 2012 m 35-44yo 2529.0 2007-2012\n", + "11197 Angola 2000 m 45-54yo 482.0 2000-2006\n", + "11198 Angola 2001 m 45-54yo 420.0 2000-2006\n", + "11199 Angola 2002 m 45-54yo 1187.0 2000-2006\n", + "11200 Angola 2003 m 45-54yo 1090.0 2000-2006\n", + "11201 Angola 2004 m 45-54yo 1196.0 2000-2006\n", + "11202 Angola 2005 m 45-54yo 1255.0 2000-2006\n", + "11203 Angola 2006 m 45-54yo 1397.0 2000-2006\n", + "11204 Angola 2007 m 45-54yo 1357.0 2007-2012\n", + "11205 Angola 2008 m 45-54yo 1480.0 2007-2012\n", + "11206 Angola 2009 m 45-54yo 1590.0 2007-2012\n", + "11207 Angola 2010 m 45-54yo 1424.0 2007-2012\n", + "11208 Angola 2011 m 45-54yo 1395.0 2007-2012\n", + "11209 Angola 2012 m 45-54yo 1427.0 2007-2012\n", + "13980 Angola 2000 m 55-64yo 312.0 2000-2006\n", + "13981 Angola 2001 m 55-64yo 197.0 2000-2006\n", + "13982 Angola 2002 m 55-64yo 624.0 2000-2006\n", + "13983 Angola 2003 m 55-64yo 512.0 2000-2006\n", + "13984 Angola 2004 m 55-64yo 561.0 2000-2006\n", + "13985 Angola 2005 m 55-64yo 665.0 2000-2006\n", + "13986 Angola 2006 m 55-64yo 729.0 2000-2006\n", + "13987 Angola 2007 m 55-64yo 699.0 2007-2012\n", + "13988 Angola 2008 m 55-64yo 733.0 2007-2012\n", + "13989 Angola 2009 m 55-64yo 748.0 2007-2012\n", + "13990 Angola 2010 m 55-64yo 691.0 2007-2012\n", + "13991 Angola 2011 m 55-64yo 680.0 2007-2012\n", + "13992 Angola 2012 m 55-64yo 732.0 2007-2012\n", + "16763 Angola 2000 m >=65yo 194.0 2000-2006\n", + "16764 Angola 2001 m >=65yo 173.0 2000-2006\n", + "16765 Angola 2002 m >=65yo 444.0 2000-2006\n", + "16766 Angola 2003 m >=65yo 361.0 2000-2006\n", + "16767 Angola 2004 m >=65yo 321.0 2000-2006\n", + "16768 Angola 2005 m >=65yo 461.0 2000-2006\n", + "16769 Angola 2006 m >=65yo 428.0 2000-2006\n", + "16770 Angola 2007 m >=65yo 465.0 2007-2012\n", + "16771 Angola 2008 m >=65yo 420.0 2007-2012\n", + "16772 Angola 2009 m >=65yo 463.0 2007-2012\n", + "16773 Angola 2010 m >=65yo 355.0 2007-2012\n", + "16774 Angola 2011 m >=65yo 455.0 2007-2012\n", + "16775 Angola 2012 m >=65yo 424.0 2007-2012\n", + "19546 Angola 2000 f <=14yo 247.0 2000-2006\n", + "19547 Angola 2001 f <=14yo 279.0 2000-2006\n", + "19548 Angola 2002 f <=14yo 640.0 2000-2006\n", + "19549 Angola 2003 f <=14yo 591.0 2000-2006\n", + "19550 Angola 2004 f <=14yo 733.0 2000-2006\n", + "19551 Angola 2005 f <=14yo 704.0 2000-2006\n", + "19552 Angola 2006 f <=14yo 689.0 2000-2006\n", + "19553 Angola 2007 f <=14yo 703.0 2007-2012\n", + "19554 Angola 2008 f <=14yo 512.0 2007-2012\n", + "19555 Angola 2009 f <=14yo 568.0 2007-2012\n", + "19556 Angola 2010 f <=14yo 558.0 2007-2012\n", + "19557 Angola 2011 f <=14yo 708.0 2007-2012\n", + "19558 Angola 2012 f <=14yo 592.0 2007-2012\n", + "22329 Angola 2000 f 15-24yo 1142.0 2000-2006\n", + "22330 Angola 2001 f 15-24yo 993.0 2000-2006\n", + "22331 Angola 2002 f 15-24yo 2610.0 2000-2006\n", + "22332 Angola 2003 f 15-24yo 3078.0 2000-2006\n", + "22333 Angola 2004 f 15-24yo 3198.0 2000-2006\n", + "22334 Angola 2005 f 15-24yo 2926.0 2000-2006\n", + "22335 Angola 2006 f 15-24yo 2851.0 2000-2006\n", + "22336 Angola 2007 f 15-24yo 2943.0 2007-2012\n", + "22337 Angola 2008 f 15-24yo 3199.0 2007-2012\n", + "22338 Angola 2009 f 15-24yo 3152.0 2007-2012\n", + "22339 Angola 2010 f 15-24yo 2763.0 2007-2012\n", + "22340 Angola 2011 f 15-24yo 2731.0 2007-2012\n", + "22341 Angola 2012 f 15-24yo 2501.0 2007-2012\n", + "25112 Angola 2000 f 25-34yo 1091.0 2000-2006\n", + "25113 Angola 2001 f 25-34yo 869.0 2000-2006\n", + "25114 Angola 2002 f 25-34yo 2208.0 2000-2006\n", + "25115 Angola 2003 f 25-34yo 2641.0 2000-2006\n", + "25116 Angola 2004 f 25-34yo 2772.0 2000-2006\n", + "25117 Angola 2005 f 25-34yo 2682.0 2000-2006\n", + "25118 Angola 2006 f 25-34yo 2892.0 2000-2006\n", + "25119 Angola 2007 f 25-34yo 2721.0 2007-2012\n", + "25120 Angola 2008 f 25-34yo 2786.0 2007-2012\n", + "25121 Angola 2009 f 25-34yo 2798.0 2007-2012\n", + "25122 Angola 2010 f 25-34yo 2594.0 2007-2012\n", + "25123 Angola 2011 f 25-34yo 2563.0 2007-2012\n", + "25124 Angola 2012 f 25-34yo 2540.0 2007-2012\n", + "27895 Angola 2000 f 35-44yo 844.0 2000-2006\n", + "27896 Angola 2001 f 35-44yo 647.0 2000-2006\n", + "27897 Angola 2002 f 35-44yo 1600.0 2000-2006\n", + "27898 Angola 2003 f 35-44yo 1747.0 2000-2006\n", + "27899 Angola 2004 f 35-44yo 1854.0 2000-2006\n", + "27900 Angola 2005 f 35-44yo 1797.0 2000-2006\n", + "27901 Angola 2006 f 35-44yo 1990.0 2000-2006\n", + "27902 Angola 2007 f 35-44yo 1812.0 2007-2012\n", + "27903 Angola 2008 f 35-44yo 2082.0 2007-2012\n", + "27904 Angola 2009 f 35-44yo 1790.0 2007-2012\n", + "27905 Angola 2010 f 35-44yo 1688.0 2007-2012\n", + "27906 Angola 2011 f 35-44yo 1683.0 2007-2012\n", + "27907 Angola 2012 f 35-44yo 1617.0 2007-2012\n", + "30678 Angola 2000 f 45-54yo 417.0 2000-2006\n", + "30679 Angola 2001 f 45-54yo 323.0 2000-2006\n", + "30680 Angola 2002 f 45-54yo 972.0 2000-2006\n", + "30681 Angola 2003 f 45-54yo 1157.0 2000-2006\n", + "30682 Angola 2004 f 45-54yo 1029.0 2000-2006\n", + "30683 Angola 2005 f 45-54yo 1138.0 2000-2006\n", + "30684 Angola 2006 f 45-54yo 1223.0 2000-2006\n", + "30685 Angola 2007 f 45-54yo 1041.0 2007-2012\n", + "30686 Angola 2008 f 45-54yo 1209.0 2007-2012\n", + "30687 Angola 2009 f 45-54yo 1069.0 2007-2012\n", + "30688 Angola 2010 f 45-54yo 958.0 2007-2012\n", + "30689 Angola 2011 f 45-54yo 1006.0 2007-2012\n", + "30690 Angola 2012 f 45-54yo 1028.0 2007-2012\n", + "33461 Angola 2000 f 55-64yo 200.0 2000-2006\n", + "33462 Angola 2001 f 55-64yo 200.0 2000-2006\n", + "33463 Angola 2002 f 55-64yo 533.0 2000-2006\n", + "33464 Angola 2003 f 55-64yo 395.0 2000-2006\n", + "33465 Angola 2004 f 55-64yo 505.0 2000-2006\n", + "33466 Angola 2005 f 55-64yo 581.0 2000-2006\n", + "33467 Angola 2006 f 55-64yo 583.0 2000-2006\n", + "33468 Angola 2007 f 55-64yo 554.0 2007-2012\n", + "33469 Angola 2008 f 55-64yo 556.0 2007-2012\n", + "33470 Angola 2009 f 55-64yo 572.0 2007-2012\n", + "33471 Angola 2010 f 55-64yo 482.0 2007-2012\n", + "33472 Angola 2011 f 55-64yo 457.0 2007-2012\n", + "33473 Angola 2012 f 55-64yo 529.0 2007-2012\n", + "36244 Angola 2000 f >=65yo 120.0 2000-2006\n", + "36245 Angola 2001 f >=65yo 182.0 2000-2006\n", + "36246 Angola 2002 f >=65yo 305.0 2000-2006\n", + "36247 Angola 2003 f >=65yo 129.0 2000-2006\n", + "36248 Angola 2004 f >=65yo 269.0 2000-2006\n", + "36249 Angola 2005 f >=65yo 417.0 2000-2006\n", + "36250 Angola 2006 f >=65yo 314.0 2000-2006\n", + "36251 Angola 2007 f >=65yo 367.0 2007-2012\n", + "36252 Angola 2008 f >=65yo 337.0 2007-2012\n", + "36253 Angola 2009 f >=65yo 272.0 2007-2012\n", + "36254 Angola 2010 f >=65yo 286.0 2007-2012\n", + "36255 Angola 2011 f >=65yo 346.0 2007-2012\n", + "36256 Angola 2012 f >=65yo 384.0 2007-2012" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Add a new column, containing the year range\n", + "tb['year_range'] = (\n", + " tb['year']\n", + " .between(2000, 2006)\n", + " .map({True: '2000-2006', False: '2007-2012'})\n", + ")\n", + "tb[tb['country'] == 'Angola']" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "e987b783", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        genderfm
        countryyear_range
        Afghanistan2000-200634579.016426.0
        2007-201253159.025748.0
        Albania2000-2006441.0920.0
        2007-2012310.0706.0
        Algeria2000-200622993.032926.0
        2007-201218904.030182.0
        American Samoa2000-200611.06.0
        2007-20120.00.0
        Andorra2000-200610.018.0
        2007-20125.05.0
        Angola2000-200657307.056848.0
        2007-201259057.071388.0
        Anguilla2000-20061.00.0
        2007-20120.01.0
        Antigua and Barbuda2000-200611.05.0
        2007-20122.018.0
        Argentina2000-200614527.019357.0
        2007-201212051.015187.0
        Armenia2000-2006681.03220.0
        2007-2012491.01916.0
        Aruba2000-20060.00.0
        2007-201211.010.0
        Australia2000-2006547.0915.0
        2007-2012706.01003.0
        Austria2000-2006456.01186.0
        2007-2012182.0361.0
        Azerbaijan2000-20061559.05913.0
        2007-20121078.03082.0
        Bahamas2000-200676.0109.0
        2007-201250.0102.0
        Bahrain2000-200663.0140.0
        2007-2012198.0454.0
        Bangladesh2000-2006133757.0294417.0
        2007-2012175795.0346381.0
        Barbados2000-200612.026.0
        2007-20126.011.0
        Belarus2000-20061031.04247.0
        2007-20121648.05427.0
        Belgium2000-2006692.01588.0
        2007-2012533.01092.0
        Belize2000-2006140.0243.0
        2007-2012148.0326.0
        Benin2000-20066405.011283.0
        2007-20126316.011855.0
        Bermuda2000-20061.01.0
        2007-20121.01.0
        Bhutan2000-20061040.01356.0
        2007-20121301.01257.0
        Bolivia (Plurinational State of)2000-200618089.026493.0
        2007-201213521.020791.0
        Bonaire, Saint Eustatius and Saba2007-20120.00.0
        Bosnia and Herzegovina2000-20061982.02669.0
        2007-20121076.01603.0
        Botswana2000-20069650.012441.0
        2007-20127660.09792.0
        Brazil2000-2006113354.0211322.0
        2007-201273972.0159616.0
        British Virgin Islands2000-20062.02.0
        2007-20120.01.0
        Brunei Darussalam2000-2006251.0400.0
        2007-2012294.0480.0
        Bulgaria2000-20061937.04233.0
        2007-20121501.03758.0
        Burkina Faso2000-20064170.08743.0
        2007-20125765.012740.0
        Burundi2000-20067043.011273.0
        2007-20128205.015699.0
        Cabo Verde2000-2006309.0471.0
        2007-2012268.0630.0
        Cambodia2000-200660829.063809.0
        2007-201249450.055865.0
        Cameroon2000-200625588.038214.0
        2007-201234545.051806.0
        Canada2000-20061265.01702.0
        2007-20121041.01615.0
        Cayman Islands2000-20061.06.0
        2007-20121.08.0
        Central African Republic2000-20065980.07685.0
        2007-20129510.011593.0
        Chad2000-20064694.07208.0
        2007-20126377.012948.0
        Chile2000-20063058.06281.0
        2007-20122186.04761.0
        China2000-2006692350.01522330.0
        2007-2012716717.01784144.0
        China, Hong Kong SAR2000-20063792.08483.0
        2007-20122754.05968.0
        China, Macao SAR2000-2006284.0699.0
        2007-2012302.0644.0
        Colombia2000-200621225.031804.0
        2007-201216508.025150.0
        Comoros2000-2006192.0253.0
        2007-201293.0193.0
        Congo2000-20065314.06160.0
        2007-20129625.011880.0
        Cook Islands2000-20060.05.0
        2007-20121.03.0
        Costa Rica2000-2006886.01641.0
        2007-2012583.01099.0
        Cote d'Ivoire2000-200628598.040932.0
        2007-201234650.052222.0
        Croatia2000-2006960.01931.0
        2007-2012369.0785.0
        Cuba2000-2006872.02762.0
        2007-2012495.01694.0
        Curacao2007-20123.03.0
        Cyprus2000-200613.035.0
        2007-201228.032.0
        Czech Republic2000-2006632.01703.0
        2007-2012319.01010.0
        Democratic People's Republic of Korea2000-200646809.074757.0
        2007-201264750.0110640.0
        Democratic Republic of the Congo2000-2006170192.0192935.0
        2007-2012193001.0229162.0
        Denmark2000-2006370.0601.0
        2007-2012228.0463.0
        Djibouti2000-20062755.05755.0
        2007-20122672.04975.0
        Dominica2000-20065.05.0
        2007-20126.019.0
        Dominican Republic2000-20066419.09800.0
        2007-20125481.08887.0
        Ecuador2000-20066807.09901.0
        2007-20127696.013212.0
        Egypt2000-200610845.021086.0
        2007-20129385.019162.0
        El Salvador2000-20062677.04082.0
        2007-20122230.03915.0
        Equatorial Guinea2000-2006161.0245.0
        2007-2012908.01251.0
        Eritrea2000-20062608.02270.0
        2007-20121392.01715.0
        Estonia2000-2006368.01015.0
        2007-2012200.0575.0
        Ethiopia2000-2006116094.0140312.0
        2007-201297671.0121887.0
        Fiji2000-2006209.0334.0
        2007-2012245.0289.0
        Finland2000-2006312.0583.0
        2007-2012173.0345.0
        France2000-20064243.08166.0
        2007-20122523.04343.0
        French Polynesia2000-200690.0108.0
        2007-201252.062.0
        Gabon2000-20062776.04131.0
        2007-20123096.04693.0
        Gambia2000-20061613.03805.0
        2007-20122186.04578.0
        Georgia2000-20061971.06242.0
        2007-20122709.08892.0
        Germany2000-20062266.04311.0
        2007-20122466.04756.0
        Ghana2000-200618497.034527.0
        2007-201212728.025325.0
        Greece2000-2006379.0923.0
        2007-2012329.0827.0
        Greenland2000-20060.00.0
        2007-201251.078.0
        Grenada2000-20062.02.0
        2007-20124.014.0
        Guam2000-200697.0179.0
        2007-201249.0108.0
        Guatemala2000-20065596.06544.0
        2007-20124701.05408.0
        Guinea2000-200611207.021725.0
        2007-201212965.024187.0
        Guinea-Bissau2000-20062285.03451.0
        2007-20122537.03945.0
        Guyana2000-2006916.01962.0
        2007-2012514.01324.0
        Haiti2000-200623235.023307.0
        2007-201220461.021527.0
        Honduras2000-20067230.08965.0
        2007-20124653.06958.0
        Hungary2000-2006897.02514.0
        2007-2012538.01349.0
        Iceland2000-20066.09.0
        2007-20129.09.0
        India2000-2006828474.01848348.0
        2007-20121143930.02590830.0
        Indonesia2000-2006286538.0399164.0
        2007-2012440227.0639461.0
        Iran (Islamic Republic of)2000-200617795.017946.0
        2007-201215264.015447.0
        Iraq2000-20067994.015159.0
        2007-20127963.010697.0
        Ireland2000-2006246.0441.0
        2007-2012247.0501.0
        Israel2000-2006466.0738.0
        2007-2012260.0460.0
        Italy2000-20062360.04445.0
        2007-20121789.03054.0
        Jamaica2000-2006139.0350.0
        2007-2012125.0262.0
        Japan2000-200623230.053242.0
        2007-201217028.034090.0
        Jordan2000-2006227.0436.0
        2007-2012292.0335.0
        Kazakhstan2000-200618320.030157.0
        2007-201211542.019017.0
        Kenya2000-2006106531.0146717.0
        2007-201287519.0135336.0
        Kiribati2000-2006324.0366.0
        2007-2012379.0408.0
        Kuwait2000-2006524.0956.0
        2007-2012829.01111.0
        Kyrgyzstan2000-20064503.07007.0
        2007-20124020.05823.0
        Lao People's Democratic Republic2000-20065757.09100.0
        2007-20127258.011391.0
        Latvia2000-20061097.03094.0
        2007-2012561.01658.0
        Lebanon2000-2006430.0613.0
        2007-2012641.0461.0
        Lesotho2000-20069791.012371.0
        2007-20128313.010721.0
        Liberia2000-20065500.07301.0
        2007-20128517.010714.0
        Libya2000-2006847.03092.0
        2007-2012842.02754.0
        Lithuania2000-20061677.04595.0
        2007-20121181.03497.0
        Luxembourg2000-200644.068.0
        2007-20120.01.0
        Madagascar2000-200629552.042855.0
        2007-201239949.057554.0
        Malawi2000-200624471.024994.0
        2007-201219560.024546.0
        Malaysia2000-200623938.052440.0
        2007-201222941.046467.0
        Maldives2000-2006169.0268.0
        2007-201297.0200.0
        Mali2000-20066028.012665.0
        2007-20128393.016587.0
        Malta2000-20064.021.0
        2007-201211.044.0
        Marshall Islands2000-2006159.0152.0
        2007-2012133.0126.0
        Mauritania2000-2006902.02246.0
        2007-20122577.06288.0
        Mauritius2000-2006180.0432.0
        2007-2012181.0411.0
        Mexico2000-200633134.053218.0
        2007-201228000.045866.0
        Micronesia (Federated States of)2000-2006116.093.0
        2007-2012150.0135.0
        Monaco2000-20060.00.0
        2007-20120.00.0
        Mongolia2000-20065583.06454.0
        2007-20124674.06105.0
        Montenegro2000-200642.080.0
        2007-2012122.0168.0
        Montserrat2000-20060.03.0
        2007-20121.00.0
        Morocco2000-200630252.058497.0
        2007-201221326.049976.0
        Mozambique2000-20060.00.0
        2007-20120.00.0
        Myanmar2000-200667403.0130337.0
        2007-201286520.0166258.0
        Namibia2000-200614772.019685.0
        2007-201212062.015865.0
        Nauru2000-20065.05.0
        2007-20123.07.0
        Nepal2000-200632414.066254.0
        2007-201227740.058736.0
        Netherlands2000-2006593.01258.0
        2007-2012388.0712.0
        Netherlands Antilles2000-200612.040.0
        2007-20120.00.0
        New Caledonia2000-200663.086.0
        2007-201226.054.0
        New Zealand2000-2006295.0335.0
        2007-2012237.0277.0
        Nicaragua2000-20064244.05319.0
        2007-20122493.03354.0
        Niger2000-20064789.012190.0
        2007-20129799.027912.0
        Nigeria2000-200680330.0111660.0
        2007-2012111620.0169039.0
        Niue2000-20061.00.0
        2007-20120.00.0
        Northern Mariana Islands2000-200696.0111.0
        2007-201232.054.0
        Norway2000-2006129.0175.0
        2007-2012107.0181.0
        Oman2000-2006453.0692.0
        2007-2012404.0655.0
        Pakistan2000-200694064.099216.0
        2007-2012297873.0313604.0
        Palau2000-200611.023.0
        2007-201211.017.0
        Panama2000-20061902.03346.0
        2007-20121760.03080.0
        Papua New Guinea2000-20063225.03434.0
        2007-20124573.04870.0
        Paraguay2000-20062815.05061.0
        2007-20122488.05652.0
        Peru2000-200646298.062229.0
        2007-201215103.020100.0
        Philippines2000-200696966.0216914.0
        2007-2012159419.0377739.0
        Poland2000-20066560.015001.0
        2007-20124465.011174.0
        Portugal2000-20062962.08464.0
        2007-20121607.04513.0
        Puerto Rico2000-2006157.0332.0
        2007-201272.0173.0
        Qatar2000-2006114.0399.0
        2007-2012168.0967.0
        Republic of Korea2000-200628390.048574.0
        2007-201227674.041026.0
        Republic of Moldova2000-20062053.06568.0
        2007-20121847.06499.0
        Romania2000-200621126.052827.0
        2007-201214688.035758.0
        Russian Federation2000-200635450.0113330.0
        2007-201249652.0138825.0
        Rwanda2000-20067350.012980.0
        2007-20128444.015133.0
        Saint Kitts and Nevis2000-20063.01.0
        2007-20125.013.0
        Saint Lucia2000-200629.048.0
        2007-201218.052.0
        Saint Vincent and the Grenadines2000-200610.031.0
        2007-201212.039.0
        Samoa2000-200641.041.0
        2007-20121151.0239.0
        San Marino2000-20060.01.0
        2007-20120.00.0
        Sao Tome and Principe2000-2006193.0213.0
        2007-2012125.0196.0
        Saudi Arabia2000-20064572.07073.0
        2007-20124883.07795.0
        Senegal2000-200613910.030431.0
        2007-201214339.032003.0
        Serbia2000-2006868.01364.0
        2007-20122308.03456.0
        Serbia & Montenegro2000-20061078.01632.0
        Seychelles2000-200617.042.0
        2007-20129.026.0
        Sierra Leone2000-20069201.014748.0
        2007-201214769.024760.0
        Singapore2000-2006862.02466.0
        2007-2012861.02520.0
        Sint Maarten (Dutch part)2007-20124.02.0
        Slovakia2000-2006437.0897.0
        2007-2012207.0520.0
        Slovenia2000-2006281.0530.0
        2007-2012153.0296.0
        Solomon Islands2000-2006427.0373.0
        2007-2012447.0422.0
        Somalia2000-200613763.024980.0
        2007-201212759.023174.0
        South Africa2000-2006264248.0341088.0
        2007-2012363623.0432029.0
        South Sudan2007-20122073.03844.0
        Spain2000-20064180.08889.0
        2007-20123834.07440.0
        Sri Lanka2000-20068386.022441.0
        2007-20127215.020056.0
        Sudan2000-200632121.048022.0
        2007-201221751.036028.0
        Suriname2000-200693.0235.0
        2007-2012129.0297.0
        Swaziland2000-20066696.07019.0
        2007-20128801.08455.0
        Sweden2000-2006352.0449.0
        2007-2012251.0366.0
        Switzerland2000-2006227.0386.0
        2007-2012190.0279.0
        Syrian Arab Republic2000-20063582.06609.0
        2007-20122361.04011.0
        Tajikistan2000-20061521.02208.0
        2007-20125599.07163.0
        Thailand2000-200655379.0130832.0
        2007-201256286.0131516.0
        The Former Yugoslav Republic of Macedonia2000-2006474.0812.0
        2007-2012345.0661.0
        Timor-Leste2000-20062150.02903.0
        2007-20122807.03442.0
        Togo2000-20063449.05429.0
        2007-20124884.07644.0
        Tokelau2000-20060.00.0
        2007-20120.00.0
        Tonga2000-200633.049.0
        2007-201222.030.0
        Trinidad and Tobago2000-2006244.0579.0
        2007-2012233.0644.0
        Tunisia2000-20061803.04931.0
        2007-20121730.04290.0
        Turkey2000-20064219.011395.0
        2007-201210003.025411.0
        Turkmenistan2000-20062777.05187.0
        2007-20122744.04772.0
        Turks and Caicos Islands2000-200610.05.0
        2007-20125.011.0
        Tuvalu2000-200610.016.0
        2007-201225.024.0
        US Virgin Islands2000-20060.00.0
        2007-20120.00.0
        Uganda2000-200656500.079555.0
        2007-201251566.088857.0
        Ukraine2000-200611481.038200.0
        2007-201218694.056689.0
        United Arab Emirates2000-2006143.0170.0
        2007-2012131.0185.0
        United Kingdom of Great Britain and Northern Ireland2000-20063546.05285.0
        2007-20123176.04947.0
        United Republic of Tanzania2000-200665505.0108065.0
        2007-201253863.093848.0
        United States of America2000-200612047.025716.0
        2007-20127909.016479.0
        Uruguay2000-2006727.01641.0
        2007-2012718.01762.0
        Uzbekistan2000-200613706.018760.0
        2007-201212143.016336.0
        Vanuatu2000-2006154.0186.0
        2007-2012145.0121.0
        Venezuela (Bolivarian Republic of)2000-20067215.011087.0
        2007-20127934.012160.0
        Viet Nam2000-2006112399.0278116.0
        2007-201280950.0232357.0
        Wallis and Futuna Islands2000-20067.010.0
        2007-20121.05.0
        West Bank and Gaza Strip2000-200614.028.0
        2007-201224.057.0
        Yemen2000-200612969.015771.0
        2007-20129279.011414.0
        Zambia2000-200641179.053162.0
        2007-201225435.038711.0
        Zimbabwe2000-200630699.035504.0
        2007-201231121.035900.0
        \n", + "
        " + ], + "text/plain": [ + "gender f \\\n", + "country year_range \n", + "Afghanistan 2000-2006 34579.0 \n", + " 2007-2012 53159.0 \n", + "Albania 2000-2006 441.0 \n", + " 2007-2012 310.0 \n", + "Algeria 2000-2006 22993.0 \n", + " 2007-2012 18904.0 \n", + "American Samoa 2000-2006 11.0 \n", + " 2007-2012 0.0 \n", + "Andorra 2000-2006 10.0 \n", + " 2007-2012 5.0 \n", + "Angola 2000-2006 57307.0 \n", + " 2007-2012 59057.0 \n", + "Anguilla 2000-2006 1.0 \n", + " 2007-2012 0.0 \n", + "Antigua and Barbuda 2000-2006 11.0 \n", + " 2007-2012 2.0 \n", + "Argentina 2000-2006 14527.0 \n", + " 2007-2012 12051.0 \n", + "Armenia 2000-2006 681.0 \n", + " 2007-2012 491.0 \n", + "Aruba 2000-2006 0.0 \n", + " 2007-2012 11.0 \n", + "Australia 2000-2006 547.0 \n", + " 2007-2012 706.0 \n", + "Austria 2000-2006 456.0 \n", + " 2007-2012 182.0 \n", + "Azerbaijan 2000-2006 1559.0 \n", + " 2007-2012 1078.0 \n", + "Bahamas 2000-2006 76.0 \n", + " 2007-2012 50.0 \n", + "Bahrain 2000-2006 63.0 \n", + " 2007-2012 198.0 \n", + "Bangladesh 2000-2006 133757.0 \n", + " 2007-2012 175795.0 \n", + "Barbados 2000-2006 12.0 \n", + " 2007-2012 6.0 \n", + "Belarus 2000-2006 1031.0 \n", + " 2007-2012 1648.0 \n", + "Belgium 2000-2006 692.0 \n", + " 2007-2012 533.0 \n", + "Belize 2000-2006 140.0 \n", + " 2007-2012 148.0 \n", + "Benin 2000-2006 6405.0 \n", + " 2007-2012 6316.0 \n", + "Bermuda 2000-2006 1.0 \n", + " 2007-2012 1.0 \n", + "Bhutan 2000-2006 1040.0 \n", + " 2007-2012 1301.0 \n", + "Bolivia (Plurinational State of) 2000-2006 18089.0 \n", + " 2007-2012 13521.0 \n", + "Bonaire, Saint Eustatius and Saba 2007-2012 0.0 \n", + "Bosnia and Herzegovina 2000-2006 1982.0 \n", + " 2007-2012 1076.0 \n", + "Botswana 2000-2006 9650.0 \n", + " 2007-2012 7660.0 \n", + "Brazil 2000-2006 113354.0 \n", + " 2007-2012 73972.0 \n", + "British Virgin Islands 2000-2006 2.0 \n", + " 2007-2012 0.0 \n", + "Brunei Darussalam 2000-2006 251.0 \n", + " 2007-2012 294.0 \n", + "Bulgaria 2000-2006 1937.0 \n", + " 2007-2012 1501.0 \n", + "Burkina Faso 2000-2006 4170.0 \n", + " 2007-2012 5765.0 \n", + "Burundi 2000-2006 7043.0 \n", + " 2007-2012 8205.0 \n", + "Cabo Verde 2000-2006 309.0 \n", + " 2007-2012 268.0 \n", + "Cambodia 2000-2006 60829.0 \n", + " 2007-2012 49450.0 \n", + "Cameroon 2000-2006 25588.0 \n", + " 2007-2012 34545.0 \n", + "Canada 2000-2006 1265.0 \n", + " 2007-2012 1041.0 \n", + "Cayman Islands 2000-2006 1.0 \n", + " 2007-2012 1.0 \n", + "Central African Republic 2000-2006 5980.0 \n", + " 2007-2012 9510.0 \n", + "Chad 2000-2006 4694.0 \n", + " 2007-2012 6377.0 \n", + "Chile 2000-2006 3058.0 \n", + " 2007-2012 2186.0 \n", + "China 2000-2006 692350.0 \n", + " 2007-2012 716717.0 \n", + "China, Hong Kong SAR 2000-2006 3792.0 \n", + " 2007-2012 2754.0 \n", + "China, Macao SAR 2000-2006 284.0 \n", + " 2007-2012 302.0 \n", + "Colombia 2000-2006 21225.0 \n", + " 2007-2012 16508.0 \n", + "Comoros 2000-2006 192.0 \n", + " 2007-2012 93.0 \n", + "Congo 2000-2006 5314.0 \n", + " 2007-2012 9625.0 \n", + "Cook Islands 2000-2006 0.0 \n", + " 2007-2012 1.0 \n", + "Costa Rica 2000-2006 886.0 \n", + " 2007-2012 583.0 \n", + "Cote d'Ivoire 2000-2006 28598.0 \n", + " 2007-2012 34650.0 \n", + "Croatia 2000-2006 960.0 \n", + " 2007-2012 369.0 \n", + "Cuba 2000-2006 872.0 \n", + " 2007-2012 495.0 \n", + "Curacao 2007-2012 3.0 \n", + "Cyprus 2000-2006 13.0 \n", + " 2007-2012 28.0 \n", + "Czech Republic 2000-2006 632.0 \n", + " 2007-2012 319.0 \n", + "Democratic People's Republic of Korea 2000-2006 46809.0 \n", + " 2007-2012 64750.0 \n", + "Democratic Republic of the Congo 2000-2006 170192.0 \n", + " 2007-2012 193001.0 \n", + "Denmark 2000-2006 370.0 \n", + " 2007-2012 228.0 \n", + "Djibouti 2000-2006 2755.0 \n", + " 2007-2012 2672.0 \n", + "Dominica 2000-2006 5.0 \n", + " 2007-2012 6.0 \n", + "Dominican Republic 2000-2006 6419.0 \n", + " 2007-2012 5481.0 \n", + "Ecuador 2000-2006 6807.0 \n", + " 2007-2012 7696.0 \n", + "Egypt 2000-2006 10845.0 \n", + " 2007-2012 9385.0 \n", + "El Salvador 2000-2006 2677.0 \n", + " 2007-2012 2230.0 \n", + "Equatorial Guinea 2000-2006 161.0 \n", + " 2007-2012 908.0 \n", + "Eritrea 2000-2006 2608.0 \n", + " 2007-2012 1392.0 \n", + "Estonia 2000-2006 368.0 \n", + " 2007-2012 200.0 \n", + "Ethiopia 2000-2006 116094.0 \n", + " 2007-2012 97671.0 \n", + "Fiji 2000-2006 209.0 \n", + " 2007-2012 245.0 \n", + "Finland 2000-2006 312.0 \n", + " 2007-2012 173.0 \n", + "France 2000-2006 4243.0 \n", + " 2007-2012 2523.0 \n", + "French Polynesia 2000-2006 90.0 \n", + " 2007-2012 52.0 \n", + "Gabon 2000-2006 2776.0 \n", + " 2007-2012 3096.0 \n", + "Gambia 2000-2006 1613.0 \n", + " 2007-2012 2186.0 \n", + "Georgia 2000-2006 1971.0 \n", + " 2007-2012 2709.0 \n", + "Germany 2000-2006 2266.0 \n", + " 2007-2012 2466.0 \n", + "Ghana 2000-2006 18497.0 \n", + " 2007-2012 12728.0 \n", + "Greece 2000-2006 379.0 \n", + " 2007-2012 329.0 \n", + "Greenland 2000-2006 0.0 \n", + " 2007-2012 51.0 \n", + "Grenada 2000-2006 2.0 \n", + " 2007-2012 4.0 \n", + "Guam 2000-2006 97.0 \n", + " 2007-2012 49.0 \n", + "Guatemala 2000-2006 5596.0 \n", + " 2007-2012 4701.0 \n", + "Guinea 2000-2006 11207.0 \n", + " 2007-2012 12965.0 \n", + "Guinea-Bissau 2000-2006 2285.0 \n", + " 2007-2012 2537.0 \n", + "Guyana 2000-2006 916.0 \n", + " 2007-2012 514.0 \n", + "Haiti 2000-2006 23235.0 \n", + " 2007-2012 20461.0 \n", + "Honduras 2000-2006 7230.0 \n", + " 2007-2012 4653.0 \n", + "Hungary 2000-2006 897.0 \n", + " 2007-2012 538.0 \n", + "Iceland 2000-2006 6.0 \n", + " 2007-2012 9.0 \n", + "India 2000-2006 828474.0 \n", + " 2007-2012 1143930.0 \n", + "Indonesia 2000-2006 286538.0 \n", + " 2007-2012 440227.0 \n", + "Iran (Islamic Republic of) 2000-2006 17795.0 \n", + " 2007-2012 15264.0 \n", + "Iraq 2000-2006 7994.0 \n", + " 2007-2012 7963.0 \n", + "Ireland 2000-2006 246.0 \n", + " 2007-2012 247.0 \n", + "Israel 2000-2006 466.0 \n", + " 2007-2012 260.0 \n", + "Italy 2000-2006 2360.0 \n", + " 2007-2012 1789.0 \n", + "Jamaica 2000-2006 139.0 \n", + " 2007-2012 125.0 \n", + "Japan 2000-2006 23230.0 \n", + " 2007-2012 17028.0 \n", + "Jordan 2000-2006 227.0 \n", + " 2007-2012 292.0 \n", + "Kazakhstan 2000-2006 18320.0 \n", + " 2007-2012 11542.0 \n", + "Kenya 2000-2006 106531.0 \n", + " 2007-2012 87519.0 \n", + "Kiribati 2000-2006 324.0 \n", + " 2007-2012 379.0 \n", + "Kuwait 2000-2006 524.0 \n", + " 2007-2012 829.0 \n", + "Kyrgyzstan 2000-2006 4503.0 \n", + " 2007-2012 4020.0 \n", + "Lao People's Democratic Republic 2000-2006 5757.0 \n", + " 2007-2012 7258.0 \n", + "Latvia 2000-2006 1097.0 \n", + " 2007-2012 561.0 \n", + "Lebanon 2000-2006 430.0 \n", + " 2007-2012 641.0 \n", + "Lesotho 2000-2006 9791.0 \n", + " 2007-2012 8313.0 \n", + "Liberia 2000-2006 5500.0 \n", + " 2007-2012 8517.0 \n", + "Libya 2000-2006 847.0 \n", + " 2007-2012 842.0 \n", + "Lithuania 2000-2006 1677.0 \n", + " 2007-2012 1181.0 \n", + "Luxembourg 2000-2006 44.0 \n", + " 2007-2012 0.0 \n", + "Madagascar 2000-2006 29552.0 \n", + " 2007-2012 39949.0 \n", + "Malawi 2000-2006 24471.0 \n", + " 2007-2012 19560.0 \n", + "Malaysia 2000-2006 23938.0 \n", + " 2007-2012 22941.0 \n", + "Maldives 2000-2006 169.0 \n", + " 2007-2012 97.0 \n", + "Mali 2000-2006 6028.0 \n", + " 2007-2012 8393.0 \n", + "Malta 2000-2006 4.0 \n", + " 2007-2012 11.0 \n", + "Marshall Islands 2000-2006 159.0 \n", + " 2007-2012 133.0 \n", + "Mauritania 2000-2006 902.0 \n", + " 2007-2012 2577.0 \n", + "Mauritius 2000-2006 180.0 \n", + " 2007-2012 181.0 \n", + "Mexico 2000-2006 33134.0 \n", + " 2007-2012 28000.0 \n", + "Micronesia (Federated States of) 2000-2006 116.0 \n", + " 2007-2012 150.0 \n", + "Monaco 2000-2006 0.0 \n", + " 2007-2012 0.0 \n", + "Mongolia 2000-2006 5583.0 \n", + " 2007-2012 4674.0 \n", + "Montenegro 2000-2006 42.0 \n", + " 2007-2012 122.0 \n", + "Montserrat 2000-2006 0.0 \n", + " 2007-2012 1.0 \n", + "Morocco 2000-2006 30252.0 \n", + " 2007-2012 21326.0 \n", + "Mozambique 2000-2006 0.0 \n", + " 2007-2012 0.0 \n", + "Myanmar 2000-2006 67403.0 \n", + " 2007-2012 86520.0 \n", + "Namibia 2000-2006 14772.0 \n", + " 2007-2012 12062.0 \n", + "Nauru 2000-2006 5.0 \n", + " 2007-2012 3.0 \n", + "Nepal 2000-2006 32414.0 \n", + " 2007-2012 27740.0 \n", + "Netherlands 2000-2006 593.0 \n", + " 2007-2012 388.0 \n", + "Netherlands Antilles 2000-2006 12.0 \n", + " 2007-2012 0.0 \n", + "New Caledonia 2000-2006 63.0 \n", + " 2007-2012 26.0 \n", + "New Zealand 2000-2006 295.0 \n", + " 2007-2012 237.0 \n", + "Nicaragua 2000-2006 4244.0 \n", + " 2007-2012 2493.0 \n", + "Niger 2000-2006 4789.0 \n", + " 2007-2012 9799.0 \n", + "Nigeria 2000-2006 80330.0 \n", + " 2007-2012 111620.0 \n", + "Niue 2000-2006 1.0 \n", + " 2007-2012 0.0 \n", + "Northern Mariana Islands 2000-2006 96.0 \n", + " 2007-2012 32.0 \n", + "Norway 2000-2006 129.0 \n", + " 2007-2012 107.0 \n", + "Oman 2000-2006 453.0 \n", + " 2007-2012 404.0 \n", + "Pakistan 2000-2006 94064.0 \n", + " 2007-2012 297873.0 \n", + "Palau 2000-2006 11.0 \n", + " 2007-2012 11.0 \n", + "Panama 2000-2006 1902.0 \n", + " 2007-2012 1760.0 \n", + "Papua New Guinea 2000-2006 3225.0 \n", + " 2007-2012 4573.0 \n", + "Paraguay 2000-2006 2815.0 \n", + " 2007-2012 2488.0 \n", + "Peru 2000-2006 46298.0 \n", + " 2007-2012 15103.0 \n", + "Philippines 2000-2006 96966.0 \n", + " 2007-2012 159419.0 \n", + "Poland 2000-2006 6560.0 \n", + " 2007-2012 4465.0 \n", + "Portugal 2000-2006 2962.0 \n", + " 2007-2012 1607.0 \n", + "Puerto Rico 2000-2006 157.0 \n", + " 2007-2012 72.0 \n", + "Qatar 2000-2006 114.0 \n", + " 2007-2012 168.0 \n", + "Republic of Korea 2000-2006 28390.0 \n", + " 2007-2012 27674.0 \n", + "Republic of Moldova 2000-2006 2053.0 \n", + " 2007-2012 1847.0 \n", + "Romania 2000-2006 21126.0 \n", + " 2007-2012 14688.0 \n", + "Russian Federation 2000-2006 35450.0 \n", + " 2007-2012 49652.0 \n", + "Rwanda 2000-2006 7350.0 \n", + " 2007-2012 8444.0 \n", + "Saint Kitts and Nevis 2000-2006 3.0 \n", + " 2007-2012 5.0 \n", + "Saint Lucia 2000-2006 29.0 \n", + " 2007-2012 18.0 \n", + "Saint Vincent and the Grenadines 2000-2006 10.0 \n", + " 2007-2012 12.0 \n", + "Samoa 2000-2006 41.0 \n", + " 2007-2012 1151.0 \n", + "San Marino 2000-2006 0.0 \n", + " 2007-2012 0.0 \n", + "Sao Tome and Principe 2000-2006 193.0 \n", + " 2007-2012 125.0 \n", + "Saudi Arabia 2000-2006 4572.0 \n", + " 2007-2012 4883.0 \n", + "Senegal 2000-2006 13910.0 \n", + " 2007-2012 14339.0 \n", + "Serbia 2000-2006 868.0 \n", + " 2007-2012 2308.0 \n", + "Serbia & Montenegro 2000-2006 1078.0 \n", + "Seychelles 2000-2006 17.0 \n", + " 2007-2012 9.0 \n", + "Sierra Leone 2000-2006 9201.0 \n", + " 2007-2012 14769.0 \n", + "Singapore 2000-2006 862.0 \n", + " 2007-2012 861.0 \n", + "Sint Maarten (Dutch part) 2007-2012 4.0 \n", + "Slovakia 2000-2006 437.0 \n", + " 2007-2012 207.0 \n", + "Slovenia 2000-2006 281.0 \n", + " 2007-2012 153.0 \n", + "Solomon Islands 2000-2006 427.0 \n", + " 2007-2012 447.0 \n", + "Somalia 2000-2006 13763.0 \n", + " 2007-2012 12759.0 \n", + "South Africa 2000-2006 264248.0 \n", + " 2007-2012 363623.0 \n", + "South Sudan 2007-2012 2073.0 \n", + "Spain 2000-2006 4180.0 \n", + " 2007-2012 3834.0 \n", + "Sri Lanka 2000-2006 8386.0 \n", + " 2007-2012 7215.0 \n", + "Sudan 2000-2006 32121.0 \n", + " 2007-2012 21751.0 \n", + "Suriname 2000-2006 93.0 \n", + " 2007-2012 129.0 \n", + "Swaziland 2000-2006 6696.0 \n", + " 2007-2012 8801.0 \n", + "Sweden 2000-2006 352.0 \n", + " 2007-2012 251.0 \n", + "Switzerland 2000-2006 227.0 \n", + " 2007-2012 190.0 \n", + "Syrian Arab Republic 2000-2006 3582.0 \n", + " 2007-2012 2361.0 \n", + "Tajikistan 2000-2006 1521.0 \n", + " 2007-2012 5599.0 \n", + "Thailand 2000-2006 55379.0 \n", + " 2007-2012 56286.0 \n", + "The Former Yugoslav Republic of Macedonia 2000-2006 474.0 \n", + " 2007-2012 345.0 \n", + "Timor-Leste 2000-2006 2150.0 \n", + " 2007-2012 2807.0 \n", + "Togo 2000-2006 3449.0 \n", + " 2007-2012 4884.0 \n", + "Tokelau 2000-2006 0.0 \n", + " 2007-2012 0.0 \n", + "Tonga 2000-2006 33.0 \n", + " 2007-2012 22.0 \n", + "Trinidad and Tobago 2000-2006 244.0 \n", + " 2007-2012 233.0 \n", + "Tunisia 2000-2006 1803.0 \n", + " 2007-2012 1730.0 \n", + "Turkey 2000-2006 4219.0 \n", + " 2007-2012 10003.0 \n", + "Turkmenistan 2000-2006 2777.0 \n", + " 2007-2012 2744.0 \n", + "Turks and Caicos Islands 2000-2006 10.0 \n", + " 2007-2012 5.0 \n", + "Tuvalu 2000-2006 10.0 \n", + " 2007-2012 25.0 \n", + "US Virgin Islands 2000-2006 0.0 \n", + " 2007-2012 0.0 \n", + "Uganda 2000-2006 56500.0 \n", + " 2007-2012 51566.0 \n", + "Ukraine 2000-2006 11481.0 \n", + " 2007-2012 18694.0 \n", + "United Arab Emirates 2000-2006 143.0 \n", + " 2007-2012 131.0 \n", + "United Kingdom of Great Britain and Northern Ireland 2000-2006 3546.0 \n", + " 2007-2012 3176.0 \n", + "United Republic of Tanzania 2000-2006 65505.0 \n", + " 2007-2012 53863.0 \n", + "United States of America 2000-2006 12047.0 \n", + " 2007-2012 7909.0 \n", + "Uruguay 2000-2006 727.0 \n", + " 2007-2012 718.0 \n", + "Uzbekistan 2000-2006 13706.0 \n", + " 2007-2012 12143.0 \n", + "Vanuatu 2000-2006 154.0 \n", + " 2007-2012 145.0 \n", + "Venezuela (Bolivarian Republic of) 2000-2006 7215.0 \n", + " 2007-2012 7934.0 \n", + "Viet Nam 2000-2006 112399.0 \n", + " 2007-2012 80950.0 \n", + "Wallis and Futuna Islands 2000-2006 7.0 \n", + " 2007-2012 1.0 \n", + "West Bank and Gaza Strip 2000-2006 14.0 \n", + " 2007-2012 24.0 \n", + "Yemen 2000-2006 12969.0 \n", + " 2007-2012 9279.0 \n", + "Zambia 2000-2006 41179.0 \n", + " 2007-2012 25435.0 \n", + "Zimbabwe 2000-2006 30699.0 \n", + " 2007-2012 31121.0 \n", + "\n", + "gender m \n", + "country year_range \n", + "Afghanistan 2000-2006 16426.0 \n", + " 2007-2012 25748.0 \n", + "Albania 2000-2006 920.0 \n", + " 2007-2012 706.0 \n", + "Algeria 2000-2006 32926.0 \n", + " 2007-2012 30182.0 \n", + "American Samoa 2000-2006 6.0 \n", + " 2007-2012 0.0 \n", + "Andorra 2000-2006 18.0 \n", + " 2007-2012 5.0 \n", + "Angola 2000-2006 56848.0 \n", + " 2007-2012 71388.0 \n", + "Anguilla 2000-2006 0.0 \n", + " 2007-2012 1.0 \n", + "Antigua and Barbuda 2000-2006 5.0 \n", + " 2007-2012 18.0 \n", + "Argentina 2000-2006 19357.0 \n", + " 2007-2012 15187.0 \n", + "Armenia 2000-2006 3220.0 \n", + " 2007-2012 1916.0 \n", + "Aruba 2000-2006 0.0 \n", + " 2007-2012 10.0 \n", + "Australia 2000-2006 915.0 \n", + " 2007-2012 1003.0 \n", + "Austria 2000-2006 1186.0 \n", + " 2007-2012 361.0 \n", + "Azerbaijan 2000-2006 5913.0 \n", + " 2007-2012 3082.0 \n", + "Bahamas 2000-2006 109.0 \n", + " 2007-2012 102.0 \n", + "Bahrain 2000-2006 140.0 \n", + " 2007-2012 454.0 \n", + "Bangladesh 2000-2006 294417.0 \n", + " 2007-2012 346381.0 \n", + "Barbados 2000-2006 26.0 \n", + " 2007-2012 11.0 \n", + "Belarus 2000-2006 4247.0 \n", + " 2007-2012 5427.0 \n", + "Belgium 2000-2006 1588.0 \n", + " 2007-2012 1092.0 \n", + "Belize 2000-2006 243.0 \n", + " 2007-2012 326.0 \n", + "Benin 2000-2006 11283.0 \n", + " 2007-2012 11855.0 \n", + "Bermuda 2000-2006 1.0 \n", + " 2007-2012 1.0 \n", + "Bhutan 2000-2006 1356.0 \n", + " 2007-2012 1257.0 \n", + "Bolivia (Plurinational State of) 2000-2006 26493.0 \n", + " 2007-2012 20791.0 \n", + "Bonaire, Saint Eustatius and Saba 2007-2012 0.0 \n", + "Bosnia and Herzegovina 2000-2006 2669.0 \n", + " 2007-2012 1603.0 \n", + "Botswana 2000-2006 12441.0 \n", + " 2007-2012 9792.0 \n", + "Brazil 2000-2006 211322.0 \n", + " 2007-2012 159616.0 \n", + "British Virgin Islands 2000-2006 2.0 \n", + " 2007-2012 1.0 \n", + "Brunei Darussalam 2000-2006 400.0 \n", + " 2007-2012 480.0 \n", + "Bulgaria 2000-2006 4233.0 \n", + " 2007-2012 3758.0 \n", + "Burkina Faso 2000-2006 8743.0 \n", + " 2007-2012 12740.0 \n", + "Burundi 2000-2006 11273.0 \n", + " 2007-2012 15699.0 \n", + "Cabo Verde 2000-2006 471.0 \n", + " 2007-2012 630.0 \n", + "Cambodia 2000-2006 63809.0 \n", + " 2007-2012 55865.0 \n", + "Cameroon 2000-2006 38214.0 \n", + " 2007-2012 51806.0 \n", + "Canada 2000-2006 1702.0 \n", + " 2007-2012 1615.0 \n", + "Cayman Islands 2000-2006 6.0 \n", + " 2007-2012 8.0 \n", + "Central African Republic 2000-2006 7685.0 \n", + " 2007-2012 11593.0 \n", + "Chad 2000-2006 7208.0 \n", + " 2007-2012 12948.0 \n", + "Chile 2000-2006 6281.0 \n", + " 2007-2012 4761.0 \n", + "China 2000-2006 1522330.0 \n", + " 2007-2012 1784144.0 \n", + "China, Hong Kong SAR 2000-2006 8483.0 \n", + " 2007-2012 5968.0 \n", + "China, Macao SAR 2000-2006 699.0 \n", + " 2007-2012 644.0 \n", + "Colombia 2000-2006 31804.0 \n", + " 2007-2012 25150.0 \n", + "Comoros 2000-2006 253.0 \n", + " 2007-2012 193.0 \n", + "Congo 2000-2006 6160.0 \n", + " 2007-2012 11880.0 \n", + "Cook Islands 2000-2006 5.0 \n", + " 2007-2012 3.0 \n", + "Costa Rica 2000-2006 1641.0 \n", + " 2007-2012 1099.0 \n", + "Cote d'Ivoire 2000-2006 40932.0 \n", + " 2007-2012 52222.0 \n", + "Croatia 2000-2006 1931.0 \n", + " 2007-2012 785.0 \n", + "Cuba 2000-2006 2762.0 \n", + " 2007-2012 1694.0 \n", + "Curacao 2007-2012 3.0 \n", + "Cyprus 2000-2006 35.0 \n", + " 2007-2012 32.0 \n", + "Czech Republic 2000-2006 1703.0 \n", + " 2007-2012 1010.0 \n", + "Democratic People's Republic of Korea 2000-2006 74757.0 \n", + " 2007-2012 110640.0 \n", + "Democratic Republic of the Congo 2000-2006 192935.0 \n", + " 2007-2012 229162.0 \n", + "Denmark 2000-2006 601.0 \n", + " 2007-2012 463.0 \n", + "Djibouti 2000-2006 5755.0 \n", + " 2007-2012 4975.0 \n", + "Dominica 2000-2006 5.0 \n", + " 2007-2012 19.0 \n", + "Dominican Republic 2000-2006 9800.0 \n", + " 2007-2012 8887.0 \n", + "Ecuador 2000-2006 9901.0 \n", + " 2007-2012 13212.0 \n", + "Egypt 2000-2006 21086.0 \n", + " 2007-2012 19162.0 \n", + "El Salvador 2000-2006 4082.0 \n", + " 2007-2012 3915.0 \n", + "Equatorial Guinea 2000-2006 245.0 \n", + " 2007-2012 1251.0 \n", + "Eritrea 2000-2006 2270.0 \n", + " 2007-2012 1715.0 \n", + "Estonia 2000-2006 1015.0 \n", + " 2007-2012 575.0 \n", + "Ethiopia 2000-2006 140312.0 \n", + " 2007-2012 121887.0 \n", + "Fiji 2000-2006 334.0 \n", + " 2007-2012 289.0 \n", + "Finland 2000-2006 583.0 \n", + " 2007-2012 345.0 \n", + "France 2000-2006 8166.0 \n", + " 2007-2012 4343.0 \n", + "French Polynesia 2000-2006 108.0 \n", + " 2007-2012 62.0 \n", + "Gabon 2000-2006 4131.0 \n", + " 2007-2012 4693.0 \n", + "Gambia 2000-2006 3805.0 \n", + " 2007-2012 4578.0 \n", + "Georgia 2000-2006 6242.0 \n", + " 2007-2012 8892.0 \n", + "Germany 2000-2006 4311.0 \n", + " 2007-2012 4756.0 \n", + "Ghana 2000-2006 34527.0 \n", + " 2007-2012 25325.0 \n", + "Greece 2000-2006 923.0 \n", + " 2007-2012 827.0 \n", + "Greenland 2000-2006 0.0 \n", + " 2007-2012 78.0 \n", + "Grenada 2000-2006 2.0 \n", + " 2007-2012 14.0 \n", + "Guam 2000-2006 179.0 \n", + " 2007-2012 108.0 \n", + "Guatemala 2000-2006 6544.0 \n", + " 2007-2012 5408.0 \n", + "Guinea 2000-2006 21725.0 \n", + " 2007-2012 24187.0 \n", + "Guinea-Bissau 2000-2006 3451.0 \n", + " 2007-2012 3945.0 \n", + "Guyana 2000-2006 1962.0 \n", + " 2007-2012 1324.0 \n", + "Haiti 2000-2006 23307.0 \n", + " 2007-2012 21527.0 \n", + "Honduras 2000-2006 8965.0 \n", + " 2007-2012 6958.0 \n", + "Hungary 2000-2006 2514.0 \n", + " 2007-2012 1349.0 \n", + "Iceland 2000-2006 9.0 \n", + " 2007-2012 9.0 \n", + "India 2000-2006 1848348.0 \n", + " 2007-2012 2590830.0 \n", + "Indonesia 2000-2006 399164.0 \n", + " 2007-2012 639461.0 \n", + "Iran (Islamic Republic of) 2000-2006 17946.0 \n", + " 2007-2012 15447.0 \n", + "Iraq 2000-2006 15159.0 \n", + " 2007-2012 10697.0 \n", + "Ireland 2000-2006 441.0 \n", + " 2007-2012 501.0 \n", + "Israel 2000-2006 738.0 \n", + " 2007-2012 460.0 \n", + "Italy 2000-2006 4445.0 \n", + " 2007-2012 3054.0 \n", + "Jamaica 2000-2006 350.0 \n", + " 2007-2012 262.0 \n", + "Japan 2000-2006 53242.0 \n", + " 2007-2012 34090.0 \n", + "Jordan 2000-2006 436.0 \n", + " 2007-2012 335.0 \n", + "Kazakhstan 2000-2006 30157.0 \n", + " 2007-2012 19017.0 \n", + "Kenya 2000-2006 146717.0 \n", + " 2007-2012 135336.0 \n", + "Kiribati 2000-2006 366.0 \n", + " 2007-2012 408.0 \n", + "Kuwait 2000-2006 956.0 \n", + " 2007-2012 1111.0 \n", + "Kyrgyzstan 2000-2006 7007.0 \n", + " 2007-2012 5823.0 \n", + "Lao People's Democratic Republic 2000-2006 9100.0 \n", + " 2007-2012 11391.0 \n", + "Latvia 2000-2006 3094.0 \n", + " 2007-2012 1658.0 \n", + "Lebanon 2000-2006 613.0 \n", + " 2007-2012 461.0 \n", + "Lesotho 2000-2006 12371.0 \n", + " 2007-2012 10721.0 \n", + "Liberia 2000-2006 7301.0 \n", + " 2007-2012 10714.0 \n", + "Libya 2000-2006 3092.0 \n", + " 2007-2012 2754.0 \n", + "Lithuania 2000-2006 4595.0 \n", + " 2007-2012 3497.0 \n", + "Luxembourg 2000-2006 68.0 \n", + " 2007-2012 1.0 \n", + "Madagascar 2000-2006 42855.0 \n", + " 2007-2012 57554.0 \n", + "Malawi 2000-2006 24994.0 \n", + " 2007-2012 24546.0 \n", + "Malaysia 2000-2006 52440.0 \n", + " 2007-2012 46467.0 \n", + "Maldives 2000-2006 268.0 \n", + " 2007-2012 200.0 \n", + "Mali 2000-2006 12665.0 \n", + " 2007-2012 16587.0 \n", + "Malta 2000-2006 21.0 \n", + " 2007-2012 44.0 \n", + "Marshall Islands 2000-2006 152.0 \n", + " 2007-2012 126.0 \n", + "Mauritania 2000-2006 2246.0 \n", + " 2007-2012 6288.0 \n", + "Mauritius 2000-2006 432.0 \n", + " 2007-2012 411.0 \n", + "Mexico 2000-2006 53218.0 \n", + " 2007-2012 45866.0 \n", + "Micronesia (Federated States of) 2000-2006 93.0 \n", + " 2007-2012 135.0 \n", + "Monaco 2000-2006 0.0 \n", + " 2007-2012 0.0 \n", + "Mongolia 2000-2006 6454.0 \n", + " 2007-2012 6105.0 \n", + "Montenegro 2000-2006 80.0 \n", + " 2007-2012 168.0 \n", + "Montserrat 2000-2006 3.0 \n", + " 2007-2012 0.0 \n", + "Morocco 2000-2006 58497.0 \n", + " 2007-2012 49976.0 \n", + "Mozambique 2000-2006 0.0 \n", + " 2007-2012 0.0 \n", + "Myanmar 2000-2006 130337.0 \n", + " 2007-2012 166258.0 \n", + "Namibia 2000-2006 19685.0 \n", + " 2007-2012 15865.0 \n", + "Nauru 2000-2006 5.0 \n", + " 2007-2012 7.0 \n", + "Nepal 2000-2006 66254.0 \n", + " 2007-2012 58736.0 \n", + "Netherlands 2000-2006 1258.0 \n", + " 2007-2012 712.0 \n", + "Netherlands Antilles 2000-2006 40.0 \n", + " 2007-2012 0.0 \n", + "New Caledonia 2000-2006 86.0 \n", + " 2007-2012 54.0 \n", + "New Zealand 2000-2006 335.0 \n", + " 2007-2012 277.0 \n", + "Nicaragua 2000-2006 5319.0 \n", + " 2007-2012 3354.0 \n", + "Niger 2000-2006 12190.0 \n", + " 2007-2012 27912.0 \n", + "Nigeria 2000-2006 111660.0 \n", + " 2007-2012 169039.0 \n", + "Niue 2000-2006 0.0 \n", + " 2007-2012 0.0 \n", + "Northern Mariana Islands 2000-2006 111.0 \n", + " 2007-2012 54.0 \n", + "Norway 2000-2006 175.0 \n", + " 2007-2012 181.0 \n", + "Oman 2000-2006 692.0 \n", + " 2007-2012 655.0 \n", + "Pakistan 2000-2006 99216.0 \n", + " 2007-2012 313604.0 \n", + "Palau 2000-2006 23.0 \n", + " 2007-2012 17.0 \n", + "Panama 2000-2006 3346.0 \n", + " 2007-2012 3080.0 \n", + "Papua New Guinea 2000-2006 3434.0 \n", + " 2007-2012 4870.0 \n", + "Paraguay 2000-2006 5061.0 \n", + " 2007-2012 5652.0 \n", + "Peru 2000-2006 62229.0 \n", + " 2007-2012 20100.0 \n", + "Philippines 2000-2006 216914.0 \n", + " 2007-2012 377739.0 \n", + "Poland 2000-2006 15001.0 \n", + " 2007-2012 11174.0 \n", + "Portugal 2000-2006 8464.0 \n", + " 2007-2012 4513.0 \n", + "Puerto Rico 2000-2006 332.0 \n", + " 2007-2012 173.0 \n", + "Qatar 2000-2006 399.0 \n", + " 2007-2012 967.0 \n", + "Republic of Korea 2000-2006 48574.0 \n", + " 2007-2012 41026.0 \n", + "Republic of Moldova 2000-2006 6568.0 \n", + " 2007-2012 6499.0 \n", + "Romania 2000-2006 52827.0 \n", + " 2007-2012 35758.0 \n", + "Russian Federation 2000-2006 113330.0 \n", + " 2007-2012 138825.0 \n", + "Rwanda 2000-2006 12980.0 \n", + " 2007-2012 15133.0 \n", + "Saint Kitts and Nevis 2000-2006 1.0 \n", + " 2007-2012 13.0 \n", + "Saint Lucia 2000-2006 48.0 \n", + " 2007-2012 52.0 \n", + "Saint Vincent and the Grenadines 2000-2006 31.0 \n", + " 2007-2012 39.0 \n", + "Samoa 2000-2006 41.0 \n", + " 2007-2012 239.0 \n", + "San Marino 2000-2006 1.0 \n", + " 2007-2012 0.0 \n", + "Sao Tome and Principe 2000-2006 213.0 \n", + " 2007-2012 196.0 \n", + "Saudi Arabia 2000-2006 7073.0 \n", + " 2007-2012 7795.0 \n", + "Senegal 2000-2006 30431.0 \n", + " 2007-2012 32003.0 \n", + "Serbia 2000-2006 1364.0 \n", + " 2007-2012 3456.0 \n", + "Serbia & Montenegro 2000-2006 1632.0 \n", + "Seychelles 2000-2006 42.0 \n", + " 2007-2012 26.0 \n", + "Sierra Leone 2000-2006 14748.0 \n", + " 2007-2012 24760.0 \n", + "Singapore 2000-2006 2466.0 \n", + " 2007-2012 2520.0 \n", + "Sint Maarten (Dutch part) 2007-2012 2.0 \n", + "Slovakia 2000-2006 897.0 \n", + " 2007-2012 520.0 \n", + "Slovenia 2000-2006 530.0 \n", + " 2007-2012 296.0 \n", + "Solomon Islands 2000-2006 373.0 \n", + " 2007-2012 422.0 \n", + "Somalia 2000-2006 24980.0 \n", + " 2007-2012 23174.0 \n", + "South Africa 2000-2006 341088.0 \n", + " 2007-2012 432029.0 \n", + "South Sudan 2007-2012 3844.0 \n", + "Spain 2000-2006 8889.0 \n", + " 2007-2012 7440.0 \n", + "Sri Lanka 2000-2006 22441.0 \n", + " 2007-2012 20056.0 \n", + "Sudan 2000-2006 48022.0 \n", + " 2007-2012 36028.0 \n", + "Suriname 2000-2006 235.0 \n", + " 2007-2012 297.0 \n", + "Swaziland 2000-2006 7019.0 \n", + " 2007-2012 8455.0 \n", + "Sweden 2000-2006 449.0 \n", + " 2007-2012 366.0 \n", + "Switzerland 2000-2006 386.0 \n", + " 2007-2012 279.0 \n", + "Syrian Arab Republic 2000-2006 6609.0 \n", + " 2007-2012 4011.0 \n", + "Tajikistan 2000-2006 2208.0 \n", + " 2007-2012 7163.0 \n", + "Thailand 2000-2006 130832.0 \n", + " 2007-2012 131516.0 \n", + "The Former Yugoslav Republic of Macedonia 2000-2006 812.0 \n", + " 2007-2012 661.0 \n", + "Timor-Leste 2000-2006 2903.0 \n", + " 2007-2012 3442.0 \n", + "Togo 2000-2006 5429.0 \n", + " 2007-2012 7644.0 \n", + "Tokelau 2000-2006 0.0 \n", + " 2007-2012 0.0 \n", + "Tonga 2000-2006 49.0 \n", + " 2007-2012 30.0 \n", + "Trinidad and Tobago 2000-2006 579.0 \n", + " 2007-2012 644.0 \n", + "Tunisia 2000-2006 4931.0 \n", + " 2007-2012 4290.0 \n", + "Turkey 2000-2006 11395.0 \n", + " 2007-2012 25411.0 \n", + "Turkmenistan 2000-2006 5187.0 \n", + " 2007-2012 4772.0 \n", + "Turks and Caicos Islands 2000-2006 5.0 \n", + " 2007-2012 11.0 \n", + "Tuvalu 2000-2006 16.0 \n", + " 2007-2012 24.0 \n", + "US Virgin Islands 2000-2006 0.0 \n", + " 2007-2012 0.0 \n", + "Uganda 2000-2006 79555.0 \n", + " 2007-2012 88857.0 \n", + "Ukraine 2000-2006 38200.0 \n", + " 2007-2012 56689.0 \n", + "United Arab Emirates 2000-2006 170.0 \n", + " 2007-2012 185.0 \n", + "United Kingdom of Great Britain and Northern Ireland 2000-2006 5285.0 \n", + " 2007-2012 4947.0 \n", + "United Republic of Tanzania 2000-2006 108065.0 \n", + " 2007-2012 93848.0 \n", + "United States of America 2000-2006 25716.0 \n", + " 2007-2012 16479.0 \n", + "Uruguay 2000-2006 1641.0 \n", + " 2007-2012 1762.0 \n", + "Uzbekistan 2000-2006 18760.0 \n", + " 2007-2012 16336.0 \n", + "Vanuatu 2000-2006 186.0 \n", + " 2007-2012 121.0 \n", + "Venezuela (Bolivarian Republic of) 2000-2006 11087.0 \n", + " 2007-2012 12160.0 \n", + "Viet Nam 2000-2006 278116.0 \n", + " 2007-2012 232357.0 \n", + "Wallis and Futuna Islands 2000-2006 10.0 \n", + " 2007-2012 5.0 \n", + "West Bank and Gaza Strip 2000-2006 28.0 \n", + " 2007-2012 57.0 \n", + "Yemen 2000-2006 15771.0 \n", + " 2007-2012 11414.0 \n", + "Zambia 2000-2006 53162.0 \n", + " 2007-2012 38711.0 \n", + "Zimbabwe 2000-2006 35504.0 \n", + " 2007-2012 35900.0 " + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_cases_per_gender = (\n", + " tb.pivot_table(index=['country', 'year_range'], columns='gender', values='cases', aggfunc='sum')\n", + ")\n", + "\n", + "tb_cases_per_gender" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "c8e9b0e4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        genderfm
        countryyear_range
        Afghanistan2000-200667.832.2
        2007-201267.432.6
        Albania2000-200632.467.6
        2007-201230.569.5
        Algeria2000-200641.158.9
        2007-201238.561.5
        American Samoa2000-200664.735.3
        2007-2012NaNNaN
        Andorra2000-200635.764.3
        2007-201250.050.0
        Angola2000-200650.249.8
        2007-201245.354.7
        Anguilla2000-2006100.00.0
        2007-20120.0100.0
        Antigua and Barbuda2000-200668.831.2
        2007-201210.090.0
        Argentina2000-200642.957.1
        2007-201244.255.8
        Armenia2000-200617.582.5
        2007-201220.479.6
        Aruba2000-2006NaNNaN
        2007-201252.447.6
        Australia2000-200637.462.6
        2007-201241.358.7
        Austria2000-200627.872.2
        2007-201233.566.5
        Azerbaijan2000-200620.979.1
        2007-201225.974.1
        Bahamas2000-200641.158.9
        2007-201232.967.1
        Bahrain2000-200631.069.0
        2007-201230.469.6
        Bangladesh2000-200631.268.8
        2007-201233.766.3
        Barbados2000-200631.668.4
        2007-201235.364.7
        Belarus2000-200619.580.5
        2007-201223.376.7
        Belgium2000-200630.469.6
        2007-201232.867.2
        Belize2000-200636.663.4
        2007-201231.268.8
        Benin2000-200636.263.8
        2007-201234.865.2
        Bermuda2000-200650.050.0
        2007-201250.050.0
        Bhutan2000-200643.456.6
        2007-201250.949.1
        Bolivia (Plurinational State of)2000-200640.659.4
        2007-201239.460.6
        Bonaire, Saint Eustatius and Saba2007-2012NaNNaN
        Bosnia and Herzegovina2000-200642.657.4
        2007-201240.259.8
        Botswana2000-200643.756.3
        2007-201243.956.1
        Brazil2000-200634.965.1
        2007-201231.768.3
        British Virgin Islands2000-200650.050.0
        2007-20120.0100.0
        Brunei Darussalam2000-200638.661.4
        2007-201238.062.0
        Bulgaria2000-200631.468.6
        2007-201228.571.5
        Burkina Faso2000-200632.367.7
        2007-201231.268.8
        Burundi2000-200638.561.5
        2007-201234.365.7
        Cabo Verde2000-200639.660.4
        2007-201229.870.2
        Cambodia2000-200648.851.2
        2007-201247.053.0
        Cameroon2000-200640.159.9
        2007-201240.060.0
        Canada2000-200642.657.4
        2007-201239.260.8
        Cayman Islands2000-200614.385.7
        2007-201211.188.9
        Central African Republic2000-200643.856.2
        2007-201245.154.9
        Chad2000-200639.460.6
        2007-201233.067.0
        Chile2000-200632.767.3
        2007-201231.568.5
        China2000-200631.368.7
        2007-201228.771.3
        China, Hong Kong SAR2000-200630.969.1
        2007-201231.668.4
        China, Macao SAR2000-200628.971.1
        2007-201231.968.1
        Colombia2000-200640.060.0
        2007-201239.660.4
        Comoros2000-200643.156.9
        2007-201232.567.5
        Congo2000-200646.353.7
        2007-201244.855.2
        Cook Islands2000-20060.0100.0
        2007-201225.075.0
        Costa Rica2000-200635.164.9
        2007-201234.765.3
        Cote d'Ivoire2000-200641.158.9
        2007-201239.960.1
        Croatia2000-200633.266.8
        2007-201232.068.0
        Cuba2000-200624.076.0
        2007-201222.677.4
        Curacao2007-201250.050.0
        Cyprus2000-200627.172.9
        2007-201246.753.3
        Czech Republic2000-200627.172.9
        2007-201224.076.0
        Democratic People's Republic of Korea2000-200638.561.5
        2007-201236.963.1
        Democratic Republic of the Congo2000-200646.953.1
        2007-201245.754.3
        Denmark2000-200638.161.9
        2007-201233.067.0
        Djibouti2000-200632.467.6
        2007-201234.965.1
        Dominica2000-200650.050.0
        2007-201224.076.0
        Dominican Republic2000-200639.660.4
        2007-201238.161.9
        Ecuador2000-200640.759.3
        2007-201236.863.2
        Egypt2000-200634.066.0
        2007-201232.967.1
        El Salvador2000-200639.660.4
        2007-201236.363.7
        Equatorial Guinea2000-200639.760.3
        2007-201242.157.9
        Eritrea2000-200653.546.5
        2007-201244.855.2
        Estonia2000-200626.673.4
        2007-201225.874.2
        Ethiopia2000-200645.354.7
        2007-201244.555.5
        Fiji2000-200638.561.5
        2007-201245.954.1
        Finland2000-200634.965.1
        2007-201233.466.6
        France2000-200634.265.8
        2007-201236.763.3
        French Polynesia2000-200645.554.5
        2007-201245.654.4
        Gabon2000-200640.259.8
        2007-201239.760.3
        Gambia2000-200629.870.2
        2007-201232.367.7
        Georgia2000-200624.076.0
        2007-201223.476.6
        Germany2000-200634.565.5
        2007-201234.165.9
        Ghana2000-200634.965.1
        2007-201233.466.6
        Greece2000-200629.170.9
        2007-201228.571.5
        Greenland2000-2006NaNNaN
        2007-201239.560.5
        Grenada2000-200650.050.0
        2007-201222.277.8
        Guam2000-200635.164.9
        2007-201231.268.8
        Guatemala2000-200646.153.9
        2007-201246.553.5
        Guinea2000-200634.066.0
        2007-201234.965.1
        Guinea-Bissau2000-200639.860.2
        2007-201239.160.9
        Guyana2000-200631.868.2
        2007-201228.072.0
        Haiti2000-200649.950.1
        2007-201248.751.3
        Honduras2000-200644.655.4
        2007-201240.159.9
        Hungary2000-200626.373.7
        2007-201228.571.5
        Iceland2000-200640.060.0
        2007-201250.050.0
        India2000-200630.969.1
        2007-201230.669.4
        Indonesia2000-200641.858.2
        2007-201240.859.2
        Iran (Islamic Republic of)2000-200649.850.2
        2007-201249.750.3
        Iraq2000-200634.565.5
        2007-201242.757.3
        Ireland2000-200635.864.2
        2007-201233.067.0
        Israel2000-200638.761.3
        2007-201236.163.9
        Italy2000-200634.765.3
        2007-201236.963.1
        Jamaica2000-200628.471.6
        2007-201232.367.7
        Japan2000-200630.469.6
        2007-201233.366.7
        Jordan2000-200634.265.8
        2007-201246.653.4
        Kazakhstan2000-200637.862.2
        2007-201237.862.2
        Kenya2000-200642.157.9
        2007-201239.360.7
        Kiribati2000-200647.053.0
        2007-201248.251.8
        Kuwait2000-200635.464.6
        2007-201242.757.3
        Kyrgyzstan2000-200639.160.9
        2007-201240.859.2
        Lao People's Democratic Republic2000-200638.761.3
        2007-201238.961.1
        Latvia2000-200626.273.8
        2007-201225.374.7
        Lebanon2000-200641.258.8
        2007-201258.241.8
        Lesotho2000-200644.255.8
        2007-201243.756.3
        Liberia2000-200643.057.0
        2007-201244.355.7
        Libya2000-200621.578.5
        2007-201223.476.6
        Lithuania2000-200626.773.3
        2007-201225.274.8
        Luxembourg2000-200639.360.7
        2007-20120.0100.0
        Madagascar2000-200640.859.2
        2007-201241.059.0
        Malawi2000-200649.550.5
        2007-201244.355.7
        Malaysia2000-200631.368.7
        2007-201233.166.9
        Maldives2000-200638.761.3
        2007-201232.767.3
        Mali2000-200632.267.8
        2007-201233.666.4
        Malta2000-200616.084.0
        2007-201220.080.0
        Marshall Islands2000-200651.148.9
        2007-201251.448.6
        Mauritania2000-200628.771.3
        2007-201229.170.9
        Mauritius2000-200629.470.6
        2007-201230.669.4
        Mexico2000-200638.461.6
        2007-201237.962.1
        Micronesia (Federated States of)2000-200655.544.5
        2007-201252.647.4
        Monaco2000-2006NaNNaN
        2007-2012NaNNaN
        Mongolia2000-200646.453.6
        2007-201243.456.6
        Montenegro2000-200634.465.6
        2007-201242.157.9
        Montserrat2000-20060.0100.0
        2007-2012100.00.0
        Morocco2000-200634.165.9
        2007-201229.970.1
        Mozambique2000-2006NaNNaN
        2007-2012NaNNaN
        Myanmar2000-200634.165.9
        2007-201234.265.8
        Namibia2000-200642.957.1
        2007-201243.256.8
        Nauru2000-200650.050.0
        2007-201230.070.0
        Nepal2000-200632.967.1
        2007-201232.167.9
        Netherlands2000-200632.068.0
        2007-201235.364.7
        Netherlands Antilles2000-200623.176.9
        2007-2012NaNNaN
        New Caledonia2000-200642.357.7
        2007-201232.567.5
        New Zealand2000-200646.853.2
        2007-201246.153.9
        Nicaragua2000-200644.455.6
        2007-201242.657.4
        Niger2000-200628.271.8
        2007-201226.074.0
        Nigeria2000-200641.858.2
        2007-201239.860.2
        Niue2000-2006100.00.0
        2007-2012NaNNaN
        Northern Mariana Islands2000-200646.453.6
        2007-201237.262.8
        Norway2000-200642.457.6
        2007-201237.262.8
        Oman2000-200639.660.4
        2007-201238.161.9
        Pakistan2000-200648.751.3
        2007-201248.751.3
        Palau2000-200632.467.6
        2007-201239.360.7
        Panama2000-200636.263.8
        2007-201236.463.6
        Papua New Guinea2000-200648.451.6
        2007-201248.451.6
        Paraguay2000-200635.764.3
        2007-201230.669.4
        Peru2000-200642.757.3
        2007-201242.957.1
        Philippines2000-200630.969.1
        2007-201229.770.3
        Poland2000-200630.469.6
        2007-201228.671.4
        Portugal2000-200625.974.1
        2007-201226.373.7
        Puerto Rico2000-200632.167.9
        2007-201229.470.6
        Qatar2000-200622.277.8
        2007-201214.885.2
        Republic of Korea2000-200636.963.1
        2007-201240.359.7
        Republic of Moldova2000-200623.876.2
        2007-201222.177.9
        Romania2000-200628.671.4
        2007-201229.170.9
        Russian Federation2000-200623.876.2
        2007-201226.373.7
        Rwanda2000-200636.263.8
        2007-201235.864.2
        Saint Kitts and Nevis2000-200675.025.0
        2007-201227.872.2
        Saint Lucia2000-200637.762.3
        2007-201225.774.3
        Saint Vincent and the Grenadines2000-200624.475.6
        2007-201223.576.5
        Samoa2000-200650.050.0
        2007-201282.817.2
        San Marino2000-20060.0100.0
        2007-2012NaNNaN
        Sao Tome and Principe2000-200647.552.5
        2007-201238.961.1
        Saudi Arabia2000-200639.360.7
        2007-201238.561.5
        Senegal2000-200631.468.6
        2007-201230.969.1
        Serbia2000-200638.961.1
        2007-201240.060.0
        Serbia & Montenegro2000-200639.860.2
        Seychelles2000-200628.871.2
        2007-201225.774.3
        Sierra Leone2000-200638.461.6
        2007-201237.462.6
        Singapore2000-200625.974.1
        2007-201225.574.5
        Sint Maarten (Dutch part)2007-201266.733.3
        Slovakia2000-200632.867.2
        2007-201228.571.5
        Slovenia2000-200634.665.4
        2007-201234.165.9
        Solomon Islands2000-200653.446.6
        2007-201251.448.6
        Somalia2000-200635.564.5
        2007-201235.564.5
        South Africa2000-200643.756.3
        2007-201245.754.3
        South Sudan2007-201235.065.0
        Spain2000-200632.068.0
        2007-201234.066.0
        Sri Lanka2000-200627.272.8
        2007-201226.573.5
        Sudan2000-200640.159.9
        2007-201237.662.4
        Suriname2000-200628.471.6
        2007-201230.369.7
        Swaziland2000-200648.851.2
        2007-201251.049.0
        Sweden2000-200643.956.1
        2007-201240.759.3
        Switzerland2000-200637.063.0
        2007-201240.559.5
        Syrian Arab Republic2000-200635.164.9
        2007-201237.162.9
        Tajikistan2000-200640.859.2
        2007-201243.956.1
        Thailand2000-200629.770.3
        2007-201230.070.0
        The Former Yugoslav Republic of Macedonia2000-200636.963.1
        2007-201234.365.7
        Timor-Leste2000-200642.557.5
        2007-201244.955.1
        Togo2000-200638.861.2
        2007-201239.061.0
        Tokelau2000-2006NaNNaN
        2007-2012NaNNaN
        Tonga2000-200640.259.8
        2007-201242.357.7
        Trinidad and Tobago2000-200629.670.4
        2007-201226.673.4
        Tunisia2000-200626.873.2
        2007-201228.771.3
        Turkey2000-200627.073.0
        2007-201228.271.8
        Turkmenistan2000-200634.965.1
        2007-201236.563.5
        Turks and Caicos Islands2000-200666.733.3
        2007-201231.268.8
        Tuvalu2000-200638.561.5
        2007-201251.049.0
        US Virgin Islands2000-2006NaNNaN
        2007-2012NaNNaN
        Uganda2000-200641.558.5
        2007-201236.763.3
        Ukraine2000-200623.176.9
        2007-201224.875.2
        United Arab Emirates2000-200645.754.3
        2007-201241.558.5
        United Kingdom of Great Britain and Northern Ireland2000-200640.259.8
        2007-201239.160.9
        United Republic of Tanzania2000-200637.762.3
        2007-201236.563.5
        United States of America2000-200631.968.1
        2007-201232.467.6
        Uruguay2000-200630.769.3
        2007-201229.071.0
        Uzbekistan2000-200642.257.8
        2007-201242.657.4
        Vanuatu2000-200645.354.7
        2007-201254.545.5
        Venezuela (Bolivarian Republic of)2000-200639.460.6
        2007-201239.560.5
        Viet Nam2000-200628.871.2
        2007-201225.874.2
        Wallis and Futuna Islands2000-200641.258.8
        2007-201216.783.3
        West Bank and Gaza Strip2000-200633.366.7
        2007-201229.670.4
        Yemen2000-200645.154.9
        2007-201244.855.2
        Zambia2000-200643.656.4
        2007-201239.760.3
        Zimbabwe2000-200646.453.6
        2007-201246.453.6
        \n", + "
        " + ], + "text/plain": [ + "gender f m\n", + "country year_range \n", + "Afghanistan 2000-2006 67.8 32.2\n", + " 2007-2012 67.4 32.6\n", + "Albania 2000-2006 32.4 67.6\n", + " 2007-2012 30.5 69.5\n", + "Algeria 2000-2006 41.1 58.9\n", + " 2007-2012 38.5 61.5\n", + "American Samoa 2000-2006 64.7 35.3\n", + " 2007-2012 NaN NaN\n", + "Andorra 2000-2006 35.7 64.3\n", + " 2007-2012 50.0 50.0\n", + "Angola 2000-2006 50.2 49.8\n", + " 2007-2012 45.3 54.7\n", + "Anguilla 2000-2006 100.0 0.0\n", + " 2007-2012 0.0 100.0\n", + "Antigua and Barbuda 2000-2006 68.8 31.2\n", + " 2007-2012 10.0 90.0\n", + "Argentina 2000-2006 42.9 57.1\n", + " 2007-2012 44.2 55.8\n", + "Armenia 2000-2006 17.5 82.5\n", + " 2007-2012 20.4 79.6\n", + "Aruba 2000-2006 NaN NaN\n", + " 2007-2012 52.4 47.6\n", + "Australia 2000-2006 37.4 62.6\n", + " 2007-2012 41.3 58.7\n", + "Austria 2000-2006 27.8 72.2\n", + " 2007-2012 33.5 66.5\n", + "Azerbaijan 2000-2006 20.9 79.1\n", + " 2007-2012 25.9 74.1\n", + "Bahamas 2000-2006 41.1 58.9\n", + " 2007-2012 32.9 67.1\n", + "Bahrain 2000-2006 31.0 69.0\n", + " 2007-2012 30.4 69.6\n", + "Bangladesh 2000-2006 31.2 68.8\n", + " 2007-2012 33.7 66.3\n", + "Barbados 2000-2006 31.6 68.4\n", + " 2007-2012 35.3 64.7\n", + "Belarus 2000-2006 19.5 80.5\n", + " 2007-2012 23.3 76.7\n", + "Belgium 2000-2006 30.4 69.6\n", + " 2007-2012 32.8 67.2\n", + "Belize 2000-2006 36.6 63.4\n", + " 2007-2012 31.2 68.8\n", + "Benin 2000-2006 36.2 63.8\n", + " 2007-2012 34.8 65.2\n", + "Bermuda 2000-2006 50.0 50.0\n", + " 2007-2012 50.0 50.0\n", + "Bhutan 2000-2006 43.4 56.6\n", + " 2007-2012 50.9 49.1\n", + "Bolivia (Plurinational State of) 2000-2006 40.6 59.4\n", + " 2007-2012 39.4 60.6\n", + "Bonaire, Saint Eustatius and Saba 2007-2012 NaN NaN\n", + "Bosnia and Herzegovina 2000-2006 42.6 57.4\n", + " 2007-2012 40.2 59.8\n", + "Botswana 2000-2006 43.7 56.3\n", + " 2007-2012 43.9 56.1\n", + "Brazil 2000-2006 34.9 65.1\n", + " 2007-2012 31.7 68.3\n", + "British Virgin Islands 2000-2006 50.0 50.0\n", + " 2007-2012 0.0 100.0\n", + "Brunei Darussalam 2000-2006 38.6 61.4\n", + " 2007-2012 38.0 62.0\n", + "Bulgaria 2000-2006 31.4 68.6\n", + " 2007-2012 28.5 71.5\n", + "Burkina Faso 2000-2006 32.3 67.7\n", + " 2007-2012 31.2 68.8\n", + "Burundi 2000-2006 38.5 61.5\n", + " 2007-2012 34.3 65.7\n", + "Cabo Verde 2000-2006 39.6 60.4\n", + " 2007-2012 29.8 70.2\n", + "Cambodia 2000-2006 48.8 51.2\n", + " 2007-2012 47.0 53.0\n", + "Cameroon 2000-2006 40.1 59.9\n", + " 2007-2012 40.0 60.0\n", + "Canada 2000-2006 42.6 57.4\n", + " 2007-2012 39.2 60.8\n", + "Cayman Islands 2000-2006 14.3 85.7\n", + " 2007-2012 11.1 88.9\n", + "Central African Republic 2000-2006 43.8 56.2\n", + " 2007-2012 45.1 54.9\n", + "Chad 2000-2006 39.4 60.6\n", + " 2007-2012 33.0 67.0\n", + "Chile 2000-2006 32.7 67.3\n", + " 2007-2012 31.5 68.5\n", + "China 2000-2006 31.3 68.7\n", + " 2007-2012 28.7 71.3\n", + "China, Hong Kong SAR 2000-2006 30.9 69.1\n", + " 2007-2012 31.6 68.4\n", + "China, Macao SAR 2000-2006 28.9 71.1\n", + " 2007-2012 31.9 68.1\n", + "Colombia 2000-2006 40.0 60.0\n", + " 2007-2012 39.6 60.4\n", + "Comoros 2000-2006 43.1 56.9\n", + " 2007-2012 32.5 67.5\n", + "Congo 2000-2006 46.3 53.7\n", + " 2007-2012 44.8 55.2\n", + "Cook Islands 2000-2006 0.0 100.0\n", + " 2007-2012 25.0 75.0\n", + "Costa Rica 2000-2006 35.1 64.9\n", + " 2007-2012 34.7 65.3\n", + "Cote d'Ivoire 2000-2006 41.1 58.9\n", + " 2007-2012 39.9 60.1\n", + "Croatia 2000-2006 33.2 66.8\n", + " 2007-2012 32.0 68.0\n", + "Cuba 2000-2006 24.0 76.0\n", + " 2007-2012 22.6 77.4\n", + "Curacao 2007-2012 50.0 50.0\n", + "Cyprus 2000-2006 27.1 72.9\n", + " 2007-2012 46.7 53.3\n", + "Czech Republic 2000-2006 27.1 72.9\n", + " 2007-2012 24.0 76.0\n", + "Democratic People's Republic of Korea 2000-2006 38.5 61.5\n", + " 2007-2012 36.9 63.1\n", + "Democratic Republic of the Congo 2000-2006 46.9 53.1\n", + " 2007-2012 45.7 54.3\n", + "Denmark 2000-2006 38.1 61.9\n", + " 2007-2012 33.0 67.0\n", + "Djibouti 2000-2006 32.4 67.6\n", + " 2007-2012 34.9 65.1\n", + "Dominica 2000-2006 50.0 50.0\n", + " 2007-2012 24.0 76.0\n", + "Dominican Republic 2000-2006 39.6 60.4\n", + " 2007-2012 38.1 61.9\n", + "Ecuador 2000-2006 40.7 59.3\n", + " 2007-2012 36.8 63.2\n", + "Egypt 2000-2006 34.0 66.0\n", + " 2007-2012 32.9 67.1\n", + "El Salvador 2000-2006 39.6 60.4\n", + " 2007-2012 36.3 63.7\n", + "Equatorial Guinea 2000-2006 39.7 60.3\n", + " 2007-2012 42.1 57.9\n", + "Eritrea 2000-2006 53.5 46.5\n", + " 2007-2012 44.8 55.2\n", + "Estonia 2000-2006 26.6 73.4\n", + " 2007-2012 25.8 74.2\n", + "Ethiopia 2000-2006 45.3 54.7\n", + " 2007-2012 44.5 55.5\n", + "Fiji 2000-2006 38.5 61.5\n", + " 2007-2012 45.9 54.1\n", + "Finland 2000-2006 34.9 65.1\n", + " 2007-2012 33.4 66.6\n", + "France 2000-2006 34.2 65.8\n", + " 2007-2012 36.7 63.3\n", + "French Polynesia 2000-2006 45.5 54.5\n", + " 2007-2012 45.6 54.4\n", + "Gabon 2000-2006 40.2 59.8\n", + " 2007-2012 39.7 60.3\n", + "Gambia 2000-2006 29.8 70.2\n", + " 2007-2012 32.3 67.7\n", + "Georgia 2000-2006 24.0 76.0\n", + " 2007-2012 23.4 76.6\n", + "Germany 2000-2006 34.5 65.5\n", + " 2007-2012 34.1 65.9\n", + "Ghana 2000-2006 34.9 65.1\n", + " 2007-2012 33.4 66.6\n", + "Greece 2000-2006 29.1 70.9\n", + " 2007-2012 28.5 71.5\n", + "Greenland 2000-2006 NaN NaN\n", + " 2007-2012 39.5 60.5\n", + "Grenada 2000-2006 50.0 50.0\n", + " 2007-2012 22.2 77.8\n", + "Guam 2000-2006 35.1 64.9\n", + " 2007-2012 31.2 68.8\n", + "Guatemala 2000-2006 46.1 53.9\n", + " 2007-2012 46.5 53.5\n", + "Guinea 2000-2006 34.0 66.0\n", + " 2007-2012 34.9 65.1\n", + "Guinea-Bissau 2000-2006 39.8 60.2\n", + " 2007-2012 39.1 60.9\n", + "Guyana 2000-2006 31.8 68.2\n", + " 2007-2012 28.0 72.0\n", + "Haiti 2000-2006 49.9 50.1\n", + " 2007-2012 48.7 51.3\n", + "Honduras 2000-2006 44.6 55.4\n", + " 2007-2012 40.1 59.9\n", + "Hungary 2000-2006 26.3 73.7\n", + " 2007-2012 28.5 71.5\n", + "Iceland 2000-2006 40.0 60.0\n", + " 2007-2012 50.0 50.0\n", + "India 2000-2006 30.9 69.1\n", + " 2007-2012 30.6 69.4\n", + "Indonesia 2000-2006 41.8 58.2\n", + " 2007-2012 40.8 59.2\n", + "Iran (Islamic Republic of) 2000-2006 49.8 50.2\n", + " 2007-2012 49.7 50.3\n", + "Iraq 2000-2006 34.5 65.5\n", + " 2007-2012 42.7 57.3\n", + "Ireland 2000-2006 35.8 64.2\n", + " 2007-2012 33.0 67.0\n", + "Israel 2000-2006 38.7 61.3\n", + " 2007-2012 36.1 63.9\n", + "Italy 2000-2006 34.7 65.3\n", + " 2007-2012 36.9 63.1\n", + "Jamaica 2000-2006 28.4 71.6\n", + " 2007-2012 32.3 67.7\n", + "Japan 2000-2006 30.4 69.6\n", + " 2007-2012 33.3 66.7\n", + "Jordan 2000-2006 34.2 65.8\n", + " 2007-2012 46.6 53.4\n", + "Kazakhstan 2000-2006 37.8 62.2\n", + " 2007-2012 37.8 62.2\n", + "Kenya 2000-2006 42.1 57.9\n", + " 2007-2012 39.3 60.7\n", + "Kiribati 2000-2006 47.0 53.0\n", + " 2007-2012 48.2 51.8\n", + "Kuwait 2000-2006 35.4 64.6\n", + " 2007-2012 42.7 57.3\n", + "Kyrgyzstan 2000-2006 39.1 60.9\n", + " 2007-2012 40.8 59.2\n", + "Lao People's Democratic Republic 2000-2006 38.7 61.3\n", + " 2007-2012 38.9 61.1\n", + "Latvia 2000-2006 26.2 73.8\n", + " 2007-2012 25.3 74.7\n", + "Lebanon 2000-2006 41.2 58.8\n", + " 2007-2012 58.2 41.8\n", + "Lesotho 2000-2006 44.2 55.8\n", + " 2007-2012 43.7 56.3\n", + "Liberia 2000-2006 43.0 57.0\n", + " 2007-2012 44.3 55.7\n", + "Libya 2000-2006 21.5 78.5\n", + " 2007-2012 23.4 76.6\n", + "Lithuania 2000-2006 26.7 73.3\n", + " 2007-2012 25.2 74.8\n", + "Luxembourg 2000-2006 39.3 60.7\n", + " 2007-2012 0.0 100.0\n", + "Madagascar 2000-2006 40.8 59.2\n", + " 2007-2012 41.0 59.0\n", + "Malawi 2000-2006 49.5 50.5\n", + " 2007-2012 44.3 55.7\n", + "Malaysia 2000-2006 31.3 68.7\n", + " 2007-2012 33.1 66.9\n", + "Maldives 2000-2006 38.7 61.3\n", + " 2007-2012 32.7 67.3\n", + "Mali 2000-2006 32.2 67.8\n", + " 2007-2012 33.6 66.4\n", + "Malta 2000-2006 16.0 84.0\n", + " 2007-2012 20.0 80.0\n", + "Marshall Islands 2000-2006 51.1 48.9\n", + " 2007-2012 51.4 48.6\n", + "Mauritania 2000-2006 28.7 71.3\n", + " 2007-2012 29.1 70.9\n", + "Mauritius 2000-2006 29.4 70.6\n", + " 2007-2012 30.6 69.4\n", + "Mexico 2000-2006 38.4 61.6\n", + " 2007-2012 37.9 62.1\n", + "Micronesia (Federated States of) 2000-2006 55.5 44.5\n", + " 2007-2012 52.6 47.4\n", + "Monaco 2000-2006 NaN NaN\n", + " 2007-2012 NaN NaN\n", + "Mongolia 2000-2006 46.4 53.6\n", + " 2007-2012 43.4 56.6\n", + "Montenegro 2000-2006 34.4 65.6\n", + " 2007-2012 42.1 57.9\n", + "Montserrat 2000-2006 0.0 100.0\n", + " 2007-2012 100.0 0.0\n", + "Morocco 2000-2006 34.1 65.9\n", + " 2007-2012 29.9 70.1\n", + "Mozambique 2000-2006 NaN NaN\n", + " 2007-2012 NaN NaN\n", + "Myanmar 2000-2006 34.1 65.9\n", + " 2007-2012 34.2 65.8\n", + "Namibia 2000-2006 42.9 57.1\n", + " 2007-2012 43.2 56.8\n", + "Nauru 2000-2006 50.0 50.0\n", + " 2007-2012 30.0 70.0\n", + "Nepal 2000-2006 32.9 67.1\n", + " 2007-2012 32.1 67.9\n", + "Netherlands 2000-2006 32.0 68.0\n", + " 2007-2012 35.3 64.7\n", + "Netherlands Antilles 2000-2006 23.1 76.9\n", + " 2007-2012 NaN NaN\n", + "New Caledonia 2000-2006 42.3 57.7\n", + " 2007-2012 32.5 67.5\n", + "New Zealand 2000-2006 46.8 53.2\n", + " 2007-2012 46.1 53.9\n", + "Nicaragua 2000-2006 44.4 55.6\n", + " 2007-2012 42.6 57.4\n", + "Niger 2000-2006 28.2 71.8\n", + " 2007-2012 26.0 74.0\n", + "Nigeria 2000-2006 41.8 58.2\n", + " 2007-2012 39.8 60.2\n", + "Niue 2000-2006 100.0 0.0\n", + " 2007-2012 NaN NaN\n", + "Northern Mariana Islands 2000-2006 46.4 53.6\n", + " 2007-2012 37.2 62.8\n", + "Norway 2000-2006 42.4 57.6\n", + " 2007-2012 37.2 62.8\n", + "Oman 2000-2006 39.6 60.4\n", + " 2007-2012 38.1 61.9\n", + "Pakistan 2000-2006 48.7 51.3\n", + " 2007-2012 48.7 51.3\n", + "Palau 2000-2006 32.4 67.6\n", + " 2007-2012 39.3 60.7\n", + "Panama 2000-2006 36.2 63.8\n", + " 2007-2012 36.4 63.6\n", + "Papua New Guinea 2000-2006 48.4 51.6\n", + " 2007-2012 48.4 51.6\n", + "Paraguay 2000-2006 35.7 64.3\n", + " 2007-2012 30.6 69.4\n", + "Peru 2000-2006 42.7 57.3\n", + " 2007-2012 42.9 57.1\n", + "Philippines 2000-2006 30.9 69.1\n", + " 2007-2012 29.7 70.3\n", + "Poland 2000-2006 30.4 69.6\n", + " 2007-2012 28.6 71.4\n", + "Portugal 2000-2006 25.9 74.1\n", + " 2007-2012 26.3 73.7\n", + "Puerto Rico 2000-2006 32.1 67.9\n", + " 2007-2012 29.4 70.6\n", + "Qatar 2000-2006 22.2 77.8\n", + " 2007-2012 14.8 85.2\n", + "Republic of Korea 2000-2006 36.9 63.1\n", + " 2007-2012 40.3 59.7\n", + "Republic of Moldova 2000-2006 23.8 76.2\n", + " 2007-2012 22.1 77.9\n", + "Romania 2000-2006 28.6 71.4\n", + " 2007-2012 29.1 70.9\n", + "Russian Federation 2000-2006 23.8 76.2\n", + " 2007-2012 26.3 73.7\n", + "Rwanda 2000-2006 36.2 63.8\n", + " 2007-2012 35.8 64.2\n", + "Saint Kitts and Nevis 2000-2006 75.0 25.0\n", + " 2007-2012 27.8 72.2\n", + "Saint Lucia 2000-2006 37.7 62.3\n", + " 2007-2012 25.7 74.3\n", + "Saint Vincent and the Grenadines 2000-2006 24.4 75.6\n", + " 2007-2012 23.5 76.5\n", + "Samoa 2000-2006 50.0 50.0\n", + " 2007-2012 82.8 17.2\n", + "San Marino 2000-2006 0.0 100.0\n", + " 2007-2012 NaN NaN\n", + "Sao Tome and Principe 2000-2006 47.5 52.5\n", + " 2007-2012 38.9 61.1\n", + "Saudi Arabia 2000-2006 39.3 60.7\n", + " 2007-2012 38.5 61.5\n", + "Senegal 2000-2006 31.4 68.6\n", + " 2007-2012 30.9 69.1\n", + "Serbia 2000-2006 38.9 61.1\n", + " 2007-2012 40.0 60.0\n", + "Serbia & Montenegro 2000-2006 39.8 60.2\n", + "Seychelles 2000-2006 28.8 71.2\n", + " 2007-2012 25.7 74.3\n", + "Sierra Leone 2000-2006 38.4 61.6\n", + " 2007-2012 37.4 62.6\n", + "Singapore 2000-2006 25.9 74.1\n", + " 2007-2012 25.5 74.5\n", + "Sint Maarten (Dutch part) 2007-2012 66.7 33.3\n", + "Slovakia 2000-2006 32.8 67.2\n", + " 2007-2012 28.5 71.5\n", + "Slovenia 2000-2006 34.6 65.4\n", + " 2007-2012 34.1 65.9\n", + "Solomon Islands 2000-2006 53.4 46.6\n", + " 2007-2012 51.4 48.6\n", + "Somalia 2000-2006 35.5 64.5\n", + " 2007-2012 35.5 64.5\n", + "South Africa 2000-2006 43.7 56.3\n", + " 2007-2012 45.7 54.3\n", + "South Sudan 2007-2012 35.0 65.0\n", + "Spain 2000-2006 32.0 68.0\n", + " 2007-2012 34.0 66.0\n", + "Sri Lanka 2000-2006 27.2 72.8\n", + " 2007-2012 26.5 73.5\n", + "Sudan 2000-2006 40.1 59.9\n", + " 2007-2012 37.6 62.4\n", + "Suriname 2000-2006 28.4 71.6\n", + " 2007-2012 30.3 69.7\n", + "Swaziland 2000-2006 48.8 51.2\n", + " 2007-2012 51.0 49.0\n", + "Sweden 2000-2006 43.9 56.1\n", + " 2007-2012 40.7 59.3\n", + "Switzerland 2000-2006 37.0 63.0\n", + " 2007-2012 40.5 59.5\n", + "Syrian Arab Republic 2000-2006 35.1 64.9\n", + " 2007-2012 37.1 62.9\n", + "Tajikistan 2000-2006 40.8 59.2\n", + " 2007-2012 43.9 56.1\n", + "Thailand 2000-2006 29.7 70.3\n", + " 2007-2012 30.0 70.0\n", + "The Former Yugoslav Republic of Macedonia 2000-2006 36.9 63.1\n", + " 2007-2012 34.3 65.7\n", + "Timor-Leste 2000-2006 42.5 57.5\n", + " 2007-2012 44.9 55.1\n", + "Togo 2000-2006 38.8 61.2\n", + " 2007-2012 39.0 61.0\n", + "Tokelau 2000-2006 NaN NaN\n", + " 2007-2012 NaN NaN\n", + "Tonga 2000-2006 40.2 59.8\n", + " 2007-2012 42.3 57.7\n", + "Trinidad and Tobago 2000-2006 29.6 70.4\n", + " 2007-2012 26.6 73.4\n", + "Tunisia 2000-2006 26.8 73.2\n", + " 2007-2012 28.7 71.3\n", + "Turkey 2000-2006 27.0 73.0\n", + " 2007-2012 28.2 71.8\n", + "Turkmenistan 2000-2006 34.9 65.1\n", + " 2007-2012 36.5 63.5\n", + "Turks and Caicos Islands 2000-2006 66.7 33.3\n", + " 2007-2012 31.2 68.8\n", + "Tuvalu 2000-2006 38.5 61.5\n", + " 2007-2012 51.0 49.0\n", + "US Virgin Islands 2000-2006 NaN NaN\n", + " 2007-2012 NaN NaN\n", + "Uganda 2000-2006 41.5 58.5\n", + " 2007-2012 36.7 63.3\n", + "Ukraine 2000-2006 23.1 76.9\n", + " 2007-2012 24.8 75.2\n", + "United Arab Emirates 2000-2006 45.7 54.3\n", + " 2007-2012 41.5 58.5\n", + "United Kingdom of Great Britain and Northern Ireland 2000-2006 40.2 59.8\n", + " 2007-2012 39.1 60.9\n", + "United Republic of Tanzania 2000-2006 37.7 62.3\n", + " 2007-2012 36.5 63.5\n", + "United States of America 2000-2006 31.9 68.1\n", + " 2007-2012 32.4 67.6\n", + "Uruguay 2000-2006 30.7 69.3\n", + " 2007-2012 29.0 71.0\n", + "Uzbekistan 2000-2006 42.2 57.8\n", + " 2007-2012 42.6 57.4\n", + "Vanuatu 2000-2006 45.3 54.7\n", + " 2007-2012 54.5 45.5\n", + "Venezuela (Bolivarian Republic of) 2000-2006 39.4 60.6\n", + " 2007-2012 39.5 60.5\n", + "Viet Nam 2000-2006 28.8 71.2\n", + " 2007-2012 25.8 74.2\n", + "Wallis and Futuna Islands 2000-2006 41.2 58.8\n", + " 2007-2012 16.7 83.3\n", + "West Bank and Gaza Strip 2000-2006 33.3 66.7\n", + " 2007-2012 29.6 70.4\n", + "Yemen 2000-2006 45.1 54.9\n", + " 2007-2012 44.8 55.2\n", + "Zambia 2000-2006 43.6 56.4\n", + " 2007-2012 39.7 60.3\n", + "Zimbabwe 2000-2006 46.4 53.6\n", + " 2007-2012 46.4 53.6" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "total_cases = tb_cases_per_gender.sum(axis=1)\n", + "\n", + "tb_cases_per_gender = tb_cases_per_gender.div(total_cases, axis=0)\n", + "(tb_cases_per_gender.round(3) * 100)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cf39e5dc", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/tabular_tidy_data/tidy_data.ipynb b/exercises/tabular_tidy_data/tidy_data.ipynb new file mode 100644 index 0000000..89c8f35 --- /dev/null +++ b/exercises/tabular_tidy_data/tidy_data.ipynb @@ -0,0 +1,787 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "e951a26e", + "metadata": {}, + "source": [ + "# Exercise: Analysis of tubercolosis cases by country and year period\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6b181870", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "pd.set_option('display.max_rows', 1000)\n", + "pd.set_option('display.max_columns', 100)\n", + "pd.set_option(\"display.max_colwidth\", None)" + ] + }, + { + "cell_type": "markdown", + "id": "9adcc036", + "metadata": {}, + "source": [ + "# Load the TB data from the World Health Organization" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "5d9e9162", + "metadata": {}, + "outputs": [], + "source": [ + "tb_raw = pd.read_csv('who2.csv', index_col='rownames')" + ] + }, + { + "cell_type": "markdown", + "id": "cf7691e5", + "metadata": {}, + "source": [ + "Only keep data between 2000 and 2012" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "a953d230", + "metadata": {}, + "outputs": [], + "source": [ + "cols = ['country', 'year'] + [c for c in tb_raw.columns if c.startswith('sp')]\n", + "tb_raw = tb_raw.loc[tb_raw['year'].between(2000, 2012), cols]" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "ba962fb7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2783, 16)" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "c79a5b8d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyearsp_m_014sp_m_1524sp_m_2534sp_m_3544sp_m_4554sp_m_5564sp_m_65sp_f_014sp_f_1524sp_f_2534sp_f_3544sp_f_4554sp_f_5564sp_f_65
        rownames
        5551San Marino2009NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
        642Belarus20090.066.0173.0208.0287.0134.054.00.041.052.052.041.025.068.0
        7234Zimbabwe2007138.0500.03693.00.0716.0292.0153.0185.0739.03311.00.0553.0213.090.0
        3471Kuwait20080.018.090.056.034.011.09.02.033.047.027.07.05.06.0
        3336Jordan20091.05.015.014.010.07.06.00.07.014.08.03.07.012.0
        2689Grenada2008NaN1.0NaN1.02.0NaN1.0NaNNaNNaNNaNNaNNaNNaN
        634Belarus20012.0NaNNaNNaNNaNNaNNaN4.0NaNNaNNaNNaNNaNNaN
        \n", + "
        " + ], + "text/plain": [ + " country year sp_m_014 sp_m_1524 sp_m_2534 sp_m_3544 \\\n", + "rownames \n", + "5551 San Marino 2009 NaN NaN NaN NaN \n", + "642 Belarus 2009 0.0 66.0 173.0 208.0 \n", + "7234 Zimbabwe 2007 138.0 500.0 3693.0 0.0 \n", + "3471 Kuwait 2008 0.0 18.0 90.0 56.0 \n", + "3336 Jordan 2009 1.0 5.0 15.0 14.0 \n", + "2689 Grenada 2008 NaN 1.0 NaN 1.0 \n", + "634 Belarus 2001 2.0 NaN NaN NaN \n", + "\n", + " sp_m_4554 sp_m_5564 sp_m_65 sp_f_014 sp_f_1524 sp_f_2534 \\\n", + "rownames \n", + "5551 NaN NaN NaN NaN NaN NaN \n", + "642 287.0 134.0 54.0 0.0 41.0 52.0 \n", + "7234 716.0 292.0 153.0 185.0 739.0 3311.0 \n", + "3471 34.0 11.0 9.0 2.0 33.0 47.0 \n", + "3336 10.0 7.0 6.0 0.0 7.0 14.0 \n", + "2689 2.0 NaN 1.0 NaN NaN NaN \n", + "634 NaN NaN NaN 4.0 NaN NaN \n", + "\n", + " sp_f_3544 sp_f_4554 sp_f_5564 sp_f_65 \n", + "rownames \n", + "5551 NaN NaN NaN NaN \n", + "642 52.0 41.0 25.0 68.0 \n", + "7234 0.0 553.0 213.0 90.0 \n", + "3471 27.0 7.0 5.0 6.0 \n", + "3336 8.0 3.0 7.0 12.0 \n", + "2689 NaN NaN NaN NaN \n", + "634 NaN NaN NaN NaN " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw.sample(7, random_state=727)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "6e8b1d89", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyearsp_m_014sp_m_1524sp_m_2534sp_m_3544sp_m_4554sp_m_5564sp_m_65sp_f_014sp_f_1524sp_f_2534sp_f_3544sp_f_4554sp_f_5564sp_f_65
        rownames
        191Angola2000186.0999.01003.0912.0482.0312.0194.0247.01142.01091.0844.0417.0200.0120.0
        192Angola2001230.0892.0752.0648.0420.0197.0173.0279.0993.0869.0647.0323.0200.0182.0
        193Angola2002435.02223.02292.01915.01187.0624.0444.0640.02610.02208.01600.0972.0533.0305.0
        194Angola2003409.02355.02598.01908.01090.0512.0361.0591.03078.02641.01747.01157.0395.0129.0
        195Angola2004554.02684.02659.01998.01196.0561.0321.0733.03198.02772.01854.01029.0505.0269.0
        196Angola2005520.02549.02797.01918.01255.0665.0461.0704.02926.02682.01797.01138.0581.0417.0
        197Angola2006540.02632.03049.02182.01397.0729.0428.0689.02851.02892.01990.01223.0583.0314.0
        198Angola2007484.02824.03197.02255.01357.0699.0465.0703.02943.02721.01812.01041.0554.0367.0
        199Angola2008367.02970.03493.02418.01480.0733.0420.0512.03199.02786.02082.01209.0556.0337.0
        200Angola2009392.03054.03600.02420.01590.0748.0463.0568.03152.02798.01790.01069.0572.0272.0
        201Angola2010448.02900.03584.02415.01424.0691.0355.0558.02763.02594.01688.0958.0482.0286.0
        202Angola2011501.03000.03792.02386.01395.0680.0455.0708.02731.02563.01683.01006.0457.0346.0
        203Angola2012390.02804.03627.02529.01427.0732.0424.0592.02501.02540.01617.01028.0529.0384.0
        \n", + "
        " + ], + "text/plain": [ + " country year sp_m_014 sp_m_1524 sp_m_2534 sp_m_3544 sp_m_4554 \\\n", + "rownames \n", + "191 Angola 2000 186.0 999.0 1003.0 912.0 482.0 \n", + "192 Angola 2001 230.0 892.0 752.0 648.0 420.0 \n", + "193 Angola 2002 435.0 2223.0 2292.0 1915.0 1187.0 \n", + "194 Angola 2003 409.0 2355.0 2598.0 1908.0 1090.0 \n", + "195 Angola 2004 554.0 2684.0 2659.0 1998.0 1196.0 \n", + "196 Angola 2005 520.0 2549.0 2797.0 1918.0 1255.0 \n", + "197 Angola 2006 540.0 2632.0 3049.0 2182.0 1397.0 \n", + "198 Angola 2007 484.0 2824.0 3197.0 2255.0 1357.0 \n", + "199 Angola 2008 367.0 2970.0 3493.0 2418.0 1480.0 \n", + "200 Angola 2009 392.0 3054.0 3600.0 2420.0 1590.0 \n", + "201 Angola 2010 448.0 2900.0 3584.0 2415.0 1424.0 \n", + "202 Angola 2011 501.0 3000.0 3792.0 2386.0 1395.0 \n", + "203 Angola 2012 390.0 2804.0 3627.0 2529.0 1427.0 \n", + "\n", + " sp_m_5564 sp_m_65 sp_f_014 sp_f_1524 sp_f_2534 sp_f_3544 \\\n", + "rownames \n", + "191 312.0 194.0 247.0 1142.0 1091.0 844.0 \n", + "192 197.0 173.0 279.0 993.0 869.0 647.0 \n", + "193 624.0 444.0 640.0 2610.0 2208.0 1600.0 \n", + "194 512.0 361.0 591.0 3078.0 2641.0 1747.0 \n", + "195 561.0 321.0 733.0 3198.0 2772.0 1854.0 \n", + "196 665.0 461.0 704.0 2926.0 2682.0 1797.0 \n", + "197 729.0 428.0 689.0 2851.0 2892.0 1990.0 \n", + "198 699.0 465.0 703.0 2943.0 2721.0 1812.0 \n", + "199 733.0 420.0 512.0 3199.0 2786.0 2082.0 \n", + "200 748.0 463.0 568.0 3152.0 2798.0 1790.0 \n", + "201 691.0 355.0 558.0 2763.0 2594.0 1688.0 \n", + "202 680.0 455.0 708.0 2731.0 2563.0 1683.0 \n", + "203 732.0 424.0 592.0 2501.0 2540.0 1617.0 \n", + "\n", + " sp_f_4554 sp_f_5564 sp_f_65 \n", + "rownames \n", + "191 417.0 200.0 120.0 \n", + "192 323.0 200.0 182.0 \n", + "193 972.0 533.0 305.0 \n", + "194 1157.0 395.0 129.0 \n", + "195 1029.0 505.0 269.0 \n", + "196 1138.0 581.0 417.0 \n", + "197 1223.0 583.0 314.0 \n", + "198 1041.0 554.0 367.0 \n", + "199 1209.0 556.0 337.0 \n", + "200 1069.0 572.0 272.0 \n", + "201 958.0 482.0 286.0 \n", + "202 1006.0 457.0 346.0 \n", + "203 1028.0 529.0 384.0 " + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw[tb_raw['country'] == 'Angola']" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "116c47ad", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['country', 'year', 'sp_m_014', 'sp_m_1524', 'sp_m_2534', 'sp_m_3544',\n", + " 'sp_m_4554', 'sp_m_5564', 'sp_m_65', 'sp_f_014', 'sp_f_1524',\n", + " 'sp_f_2534', 'sp_f_3544', 'sp_f_4554', 'sp_f_5564', 'sp_f_65'],\n", + " dtype='object')" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw.columns" + ] + }, + { + "cell_type": "markdown", + "id": "062ed46a", + "metadata": {}, + "source": [ + "# 1. Make data tidy\n", + "\n", + "The final table should have these columns: `country`, `year`, `gender`, `age_range`, `cases`" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "568c8440", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "9d1f036e", + "metadata": {}, + "source": [ + "# 2. Compute summary tables\n", + "\n", + "1. Compute the number of cases per country and gender, for data between 2000 and 2006 (included)\n", + "2. Compute the number of cases per country and year range (2000-2006, 2007-2012) on rows, and gender on columns" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c8e9b0e4", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/tabular_tidy_data/tidy_data_solution.ipynb b/exercises/tabular_tidy_data/tidy_data_solution.ipynb new file mode 100644 index 0000000..a3055b8 --- /dev/null +++ b/exercises/tabular_tidy_data/tidy_data_solution.ipynb @@ -0,0 +1,13410 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "e951a26e", + "metadata": {}, + "source": [ + "# Exercise: Analysis of tubercolosis cases by country and year period\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "6b181870", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "pd.set_option('display.max_rows', 1000)\n", + "pd.set_option('display.max_columns', 100)\n", + "pd.set_option(\"display.max_colwidth\", None)" + ] + }, + { + "cell_type": "markdown", + "id": "9adcc036", + "metadata": {}, + "source": [ + "# Load the TB data from the World Health Organization" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "5d9e9162", + "metadata": {}, + "outputs": [], + "source": [ + "tb_raw = pd.read_csv('who2.csv', index_col='rownames')" + ] + }, + { + "cell_type": "markdown", + "id": "cf7691e5", + "metadata": {}, + "source": [ + "Only keep data between 2000 and 2012" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "a953d230", + "metadata": {}, + "outputs": [], + "source": [ + "cols = ['country', 'year'] + [c for c in tb_raw.columns if c.startswith('sp')]\n", + "tb_raw = tb_raw.loc[tb_raw['year'].between(2000, 2012), cols]" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "ba962fb7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2783, 16)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "c79a5b8d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyearsp_m_014sp_m_1524sp_m_2534sp_m_3544sp_m_4554sp_m_5564sp_m_65sp_f_014sp_f_1524sp_f_2534sp_f_3544sp_f_4554sp_f_5564sp_f_65
        rownames
        5551San Marino2009NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
        642Belarus20090.066.0173.0208.0287.0134.054.00.041.052.052.041.025.068.0
        7234Zimbabwe2007138.0500.03693.00.0716.0292.0153.0185.0739.03311.00.0553.0213.090.0
        3471Kuwait20080.018.090.056.034.011.09.02.033.047.027.07.05.06.0
        3336Jordan20091.05.015.014.010.07.06.00.07.014.08.03.07.012.0
        2689Grenada2008NaN1.0NaN1.02.0NaN1.0NaNNaNNaNNaNNaNNaNNaN
        634Belarus20012.0NaNNaNNaNNaNNaNNaN4.0NaNNaNNaNNaNNaNNaN
        \n", + "
        " + ], + "text/plain": [ + " country year sp_m_014 sp_m_1524 sp_m_2534 sp_m_3544 \\\n", + "rownames \n", + "5551 San Marino 2009 NaN NaN NaN NaN \n", + "642 Belarus 2009 0.0 66.0 173.0 208.0 \n", + "7234 Zimbabwe 2007 138.0 500.0 3693.0 0.0 \n", + "3471 Kuwait 2008 0.0 18.0 90.0 56.0 \n", + "3336 Jordan 2009 1.0 5.0 15.0 14.0 \n", + "2689 Grenada 2008 NaN 1.0 NaN 1.0 \n", + "634 Belarus 2001 2.0 NaN NaN NaN \n", + "\n", + " sp_m_4554 sp_m_5564 sp_m_65 sp_f_014 sp_f_1524 sp_f_2534 \\\n", + "rownames \n", + "5551 NaN NaN NaN NaN NaN NaN \n", + "642 287.0 134.0 54.0 0.0 41.0 52.0 \n", + "7234 716.0 292.0 153.0 185.0 739.0 3311.0 \n", + "3471 34.0 11.0 9.0 2.0 33.0 47.0 \n", + "3336 10.0 7.0 6.0 0.0 7.0 14.0 \n", + "2689 2.0 NaN 1.0 NaN NaN NaN \n", + "634 NaN NaN NaN 4.0 NaN NaN \n", + "\n", + " sp_f_3544 sp_f_4554 sp_f_5564 sp_f_65 \n", + "rownames \n", + "5551 NaN NaN NaN NaN \n", + "642 52.0 41.0 25.0 68.0 \n", + "7234 0.0 553.0 213.0 90.0 \n", + "3471 27.0 7.0 5.0 6.0 \n", + "3336 8.0 3.0 7.0 12.0 \n", + "2689 NaN NaN NaN NaN \n", + "634 NaN NaN NaN NaN " + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw.sample(7, random_state=727)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "6e8b1d89", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyearsp_m_014sp_m_1524sp_m_2534sp_m_3544sp_m_4554sp_m_5564sp_m_65sp_f_014sp_f_1524sp_f_2534sp_f_3544sp_f_4554sp_f_5564sp_f_65
        rownames
        191Angola2000186.0999.01003.0912.0482.0312.0194.0247.01142.01091.0844.0417.0200.0120.0
        192Angola2001230.0892.0752.0648.0420.0197.0173.0279.0993.0869.0647.0323.0200.0182.0
        193Angola2002435.02223.02292.01915.01187.0624.0444.0640.02610.02208.01600.0972.0533.0305.0
        194Angola2003409.02355.02598.01908.01090.0512.0361.0591.03078.02641.01747.01157.0395.0129.0
        195Angola2004554.02684.02659.01998.01196.0561.0321.0733.03198.02772.01854.01029.0505.0269.0
        196Angola2005520.02549.02797.01918.01255.0665.0461.0704.02926.02682.01797.01138.0581.0417.0
        197Angola2006540.02632.03049.02182.01397.0729.0428.0689.02851.02892.01990.01223.0583.0314.0
        198Angola2007484.02824.03197.02255.01357.0699.0465.0703.02943.02721.01812.01041.0554.0367.0
        199Angola2008367.02970.03493.02418.01480.0733.0420.0512.03199.02786.02082.01209.0556.0337.0
        200Angola2009392.03054.03600.02420.01590.0748.0463.0568.03152.02798.01790.01069.0572.0272.0
        201Angola2010448.02900.03584.02415.01424.0691.0355.0558.02763.02594.01688.0958.0482.0286.0
        202Angola2011501.03000.03792.02386.01395.0680.0455.0708.02731.02563.01683.01006.0457.0346.0
        203Angola2012390.02804.03627.02529.01427.0732.0424.0592.02501.02540.01617.01028.0529.0384.0
        \n", + "
        " + ], + "text/plain": [ + " country year sp_m_014 sp_m_1524 sp_m_2534 sp_m_3544 sp_m_4554 \\\n", + "rownames \n", + "191 Angola 2000 186.0 999.0 1003.0 912.0 482.0 \n", + "192 Angola 2001 230.0 892.0 752.0 648.0 420.0 \n", + "193 Angola 2002 435.0 2223.0 2292.0 1915.0 1187.0 \n", + "194 Angola 2003 409.0 2355.0 2598.0 1908.0 1090.0 \n", + "195 Angola 2004 554.0 2684.0 2659.0 1998.0 1196.0 \n", + "196 Angola 2005 520.0 2549.0 2797.0 1918.0 1255.0 \n", + "197 Angola 2006 540.0 2632.0 3049.0 2182.0 1397.0 \n", + "198 Angola 2007 484.0 2824.0 3197.0 2255.0 1357.0 \n", + "199 Angola 2008 367.0 2970.0 3493.0 2418.0 1480.0 \n", + "200 Angola 2009 392.0 3054.0 3600.0 2420.0 1590.0 \n", + "201 Angola 2010 448.0 2900.0 3584.0 2415.0 1424.0 \n", + "202 Angola 2011 501.0 3000.0 3792.0 2386.0 1395.0 \n", + "203 Angola 2012 390.0 2804.0 3627.0 2529.0 1427.0 \n", + "\n", + " sp_m_5564 sp_m_65 sp_f_014 sp_f_1524 sp_f_2534 sp_f_3544 \\\n", + "rownames \n", + "191 312.0 194.0 247.0 1142.0 1091.0 844.0 \n", + "192 197.0 173.0 279.0 993.0 869.0 647.0 \n", + "193 624.0 444.0 640.0 2610.0 2208.0 1600.0 \n", + "194 512.0 361.0 591.0 3078.0 2641.0 1747.0 \n", + "195 561.0 321.0 733.0 3198.0 2772.0 1854.0 \n", + "196 665.0 461.0 704.0 2926.0 2682.0 1797.0 \n", + "197 729.0 428.0 689.0 2851.0 2892.0 1990.0 \n", + "198 699.0 465.0 703.0 2943.0 2721.0 1812.0 \n", + "199 733.0 420.0 512.0 3199.0 2786.0 2082.0 \n", + "200 748.0 463.0 568.0 3152.0 2798.0 1790.0 \n", + "201 691.0 355.0 558.0 2763.0 2594.0 1688.0 \n", + "202 680.0 455.0 708.0 2731.0 2563.0 1683.0 \n", + "203 732.0 424.0 592.0 2501.0 2540.0 1617.0 \n", + "\n", + " sp_f_4554 sp_f_5564 sp_f_65 \n", + "rownames \n", + "191 417.0 200.0 120.0 \n", + "192 323.0 200.0 182.0 \n", + "193 972.0 533.0 305.0 \n", + "194 1157.0 395.0 129.0 \n", + "195 1029.0 505.0 269.0 \n", + "196 1138.0 581.0 417.0 \n", + "197 1223.0 583.0 314.0 \n", + "198 1041.0 554.0 367.0 \n", + "199 1209.0 556.0 337.0 \n", + "200 1069.0 572.0 272.0 \n", + "201 958.0 482.0 286.0 \n", + "202 1006.0 457.0 346.0 \n", + "203 1028.0 529.0 384.0 " + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw[tb_raw['country'] == 'Angola']" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "116c47ad", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['country', 'year', 'sp_m_014', 'sp_m_1524', 'sp_m_2534', 'sp_m_3544',\n", + " 'sp_m_4554', 'sp_m_5564', 'sp_m_65', 'sp_f_014', 'sp_f_1524',\n", + " 'sp_f_2534', 'sp_f_3544', 'sp_f_4554', 'sp_f_5564', 'sp_f_65'],\n", + " dtype='object')" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw.columns" + ] + }, + { + "cell_type": "markdown", + "id": "062ed46a", + "metadata": {}, + "source": [ + "# 1. Make data tidy\n", + "\n", + "The final table should have these columns: `country`, `year`, `gender`, `age_range`, `cases`" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "4b249905", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyearvariablecases
        65Angola2000sp_m_014186.0
        66Angola2001sp_m_014230.0
        67Angola2002sp_m_014435.0
        68Angola2003sp_m_014409.0
        69Angola2004sp_m_014554.0
        70Angola2005sp_m_014520.0
        71Angola2006sp_m_014540.0
        72Angola2007sp_m_014484.0
        73Angola2008sp_m_014367.0
        74Angola2009sp_m_014392.0
        75Angola2010sp_m_014448.0
        76Angola2011sp_m_014501.0
        77Angola2012sp_m_014390.0
        2848Angola2000sp_m_1524999.0
        2849Angola2001sp_m_1524892.0
        2850Angola2002sp_m_15242223.0
        2851Angola2003sp_m_15242355.0
        2852Angola2004sp_m_15242684.0
        2853Angola2005sp_m_15242549.0
        2854Angola2006sp_m_15242632.0
        2855Angola2007sp_m_15242824.0
        2856Angola2008sp_m_15242970.0
        2857Angola2009sp_m_15243054.0
        2858Angola2010sp_m_15242900.0
        2859Angola2011sp_m_15243000.0
        2860Angola2012sp_m_15242804.0
        5631Angola2000sp_m_25341003.0
        5632Angola2001sp_m_2534752.0
        5633Angola2002sp_m_25342292.0
        5634Angola2003sp_m_25342598.0
        5635Angola2004sp_m_25342659.0
        5636Angola2005sp_m_25342797.0
        5637Angola2006sp_m_25343049.0
        5638Angola2007sp_m_25343197.0
        5639Angola2008sp_m_25343493.0
        5640Angola2009sp_m_25343600.0
        5641Angola2010sp_m_25343584.0
        5642Angola2011sp_m_25343792.0
        5643Angola2012sp_m_25343627.0
        8414Angola2000sp_m_3544912.0
        8415Angola2001sp_m_3544648.0
        8416Angola2002sp_m_35441915.0
        8417Angola2003sp_m_35441908.0
        8418Angola2004sp_m_35441998.0
        8419Angola2005sp_m_35441918.0
        8420Angola2006sp_m_35442182.0
        8421Angola2007sp_m_35442255.0
        8422Angola2008sp_m_35442418.0
        8423Angola2009sp_m_35442420.0
        8424Angola2010sp_m_35442415.0
        8425Angola2011sp_m_35442386.0
        8426Angola2012sp_m_35442529.0
        11197Angola2000sp_m_4554482.0
        11198Angola2001sp_m_4554420.0
        11199Angola2002sp_m_45541187.0
        11200Angola2003sp_m_45541090.0
        11201Angola2004sp_m_45541196.0
        11202Angola2005sp_m_45541255.0
        11203Angola2006sp_m_45541397.0
        11204Angola2007sp_m_45541357.0
        11205Angola2008sp_m_45541480.0
        11206Angola2009sp_m_45541590.0
        11207Angola2010sp_m_45541424.0
        11208Angola2011sp_m_45541395.0
        11209Angola2012sp_m_45541427.0
        13980Angola2000sp_m_5564312.0
        13981Angola2001sp_m_5564197.0
        13982Angola2002sp_m_5564624.0
        13983Angola2003sp_m_5564512.0
        13984Angola2004sp_m_5564561.0
        13985Angola2005sp_m_5564665.0
        13986Angola2006sp_m_5564729.0
        13987Angola2007sp_m_5564699.0
        13988Angola2008sp_m_5564733.0
        13989Angola2009sp_m_5564748.0
        13990Angola2010sp_m_5564691.0
        13991Angola2011sp_m_5564680.0
        13992Angola2012sp_m_5564732.0
        16763Angola2000sp_m_65194.0
        16764Angola2001sp_m_65173.0
        16765Angola2002sp_m_65444.0
        16766Angola2003sp_m_65361.0
        16767Angola2004sp_m_65321.0
        16768Angola2005sp_m_65461.0
        16769Angola2006sp_m_65428.0
        16770Angola2007sp_m_65465.0
        16771Angola2008sp_m_65420.0
        16772Angola2009sp_m_65463.0
        16773Angola2010sp_m_65355.0
        16774Angola2011sp_m_65455.0
        16775Angola2012sp_m_65424.0
        19546Angola2000sp_f_014247.0
        19547Angola2001sp_f_014279.0
        19548Angola2002sp_f_014640.0
        19549Angola2003sp_f_014591.0
        19550Angola2004sp_f_014733.0
        19551Angola2005sp_f_014704.0
        19552Angola2006sp_f_014689.0
        19553Angola2007sp_f_014703.0
        19554Angola2008sp_f_014512.0
        19555Angola2009sp_f_014568.0
        19556Angola2010sp_f_014558.0
        19557Angola2011sp_f_014708.0
        19558Angola2012sp_f_014592.0
        22329Angola2000sp_f_15241142.0
        22330Angola2001sp_f_1524993.0
        22331Angola2002sp_f_15242610.0
        22332Angola2003sp_f_15243078.0
        22333Angola2004sp_f_15243198.0
        22334Angola2005sp_f_15242926.0
        22335Angola2006sp_f_15242851.0
        22336Angola2007sp_f_15242943.0
        22337Angola2008sp_f_15243199.0
        22338Angola2009sp_f_15243152.0
        22339Angola2010sp_f_15242763.0
        22340Angola2011sp_f_15242731.0
        22341Angola2012sp_f_15242501.0
        25112Angola2000sp_f_25341091.0
        25113Angola2001sp_f_2534869.0
        25114Angola2002sp_f_25342208.0
        25115Angola2003sp_f_25342641.0
        25116Angola2004sp_f_25342772.0
        25117Angola2005sp_f_25342682.0
        25118Angola2006sp_f_25342892.0
        25119Angola2007sp_f_25342721.0
        25120Angola2008sp_f_25342786.0
        25121Angola2009sp_f_25342798.0
        25122Angola2010sp_f_25342594.0
        25123Angola2011sp_f_25342563.0
        25124Angola2012sp_f_25342540.0
        27895Angola2000sp_f_3544844.0
        27896Angola2001sp_f_3544647.0
        27897Angola2002sp_f_35441600.0
        27898Angola2003sp_f_35441747.0
        27899Angola2004sp_f_35441854.0
        27900Angola2005sp_f_35441797.0
        27901Angola2006sp_f_35441990.0
        27902Angola2007sp_f_35441812.0
        27903Angola2008sp_f_35442082.0
        27904Angola2009sp_f_35441790.0
        27905Angola2010sp_f_35441688.0
        27906Angola2011sp_f_35441683.0
        27907Angola2012sp_f_35441617.0
        30678Angola2000sp_f_4554417.0
        30679Angola2001sp_f_4554323.0
        30680Angola2002sp_f_4554972.0
        30681Angola2003sp_f_45541157.0
        30682Angola2004sp_f_45541029.0
        30683Angola2005sp_f_45541138.0
        30684Angola2006sp_f_45541223.0
        30685Angola2007sp_f_45541041.0
        30686Angola2008sp_f_45541209.0
        30687Angola2009sp_f_45541069.0
        30688Angola2010sp_f_4554958.0
        30689Angola2011sp_f_45541006.0
        30690Angola2012sp_f_45541028.0
        33461Angola2000sp_f_5564200.0
        33462Angola2001sp_f_5564200.0
        33463Angola2002sp_f_5564533.0
        33464Angola2003sp_f_5564395.0
        33465Angola2004sp_f_5564505.0
        33466Angola2005sp_f_5564581.0
        33467Angola2006sp_f_5564583.0
        33468Angola2007sp_f_5564554.0
        33469Angola2008sp_f_5564556.0
        33470Angola2009sp_f_5564572.0
        33471Angola2010sp_f_5564482.0
        33472Angola2011sp_f_5564457.0
        33473Angola2012sp_f_5564529.0
        36244Angola2000sp_f_65120.0
        36245Angola2001sp_f_65182.0
        36246Angola2002sp_f_65305.0
        36247Angola2003sp_f_65129.0
        36248Angola2004sp_f_65269.0
        36249Angola2005sp_f_65417.0
        36250Angola2006sp_f_65314.0
        36251Angola2007sp_f_65367.0
        36252Angola2008sp_f_65337.0
        36253Angola2009sp_f_65272.0
        36254Angola2010sp_f_65286.0
        36255Angola2011sp_f_65346.0
        36256Angola2012sp_f_65384.0
        \n", + "
        " + ], + "text/plain": [ + " country year variable cases\n", + "65 Angola 2000 sp_m_014 186.0\n", + "66 Angola 2001 sp_m_014 230.0\n", + "67 Angola 2002 sp_m_014 435.0\n", + "68 Angola 2003 sp_m_014 409.0\n", + "69 Angola 2004 sp_m_014 554.0\n", + "70 Angola 2005 sp_m_014 520.0\n", + "71 Angola 2006 sp_m_014 540.0\n", + "72 Angola 2007 sp_m_014 484.0\n", + "73 Angola 2008 sp_m_014 367.0\n", + "74 Angola 2009 sp_m_014 392.0\n", + "75 Angola 2010 sp_m_014 448.0\n", + "76 Angola 2011 sp_m_014 501.0\n", + "77 Angola 2012 sp_m_014 390.0\n", + "2848 Angola 2000 sp_m_1524 999.0\n", + "2849 Angola 2001 sp_m_1524 892.0\n", + "2850 Angola 2002 sp_m_1524 2223.0\n", + "2851 Angola 2003 sp_m_1524 2355.0\n", + "2852 Angola 2004 sp_m_1524 2684.0\n", + "2853 Angola 2005 sp_m_1524 2549.0\n", + "2854 Angola 2006 sp_m_1524 2632.0\n", + "2855 Angola 2007 sp_m_1524 2824.0\n", + "2856 Angola 2008 sp_m_1524 2970.0\n", + "2857 Angola 2009 sp_m_1524 3054.0\n", + "2858 Angola 2010 sp_m_1524 2900.0\n", + "2859 Angola 2011 sp_m_1524 3000.0\n", + "2860 Angola 2012 sp_m_1524 2804.0\n", + "5631 Angola 2000 sp_m_2534 1003.0\n", + "5632 Angola 2001 sp_m_2534 752.0\n", + "5633 Angola 2002 sp_m_2534 2292.0\n", + "5634 Angola 2003 sp_m_2534 2598.0\n", + "5635 Angola 2004 sp_m_2534 2659.0\n", + "5636 Angola 2005 sp_m_2534 2797.0\n", + "5637 Angola 2006 sp_m_2534 3049.0\n", + "5638 Angola 2007 sp_m_2534 3197.0\n", + "5639 Angola 2008 sp_m_2534 3493.0\n", + "5640 Angola 2009 sp_m_2534 3600.0\n", + "5641 Angola 2010 sp_m_2534 3584.0\n", + "5642 Angola 2011 sp_m_2534 3792.0\n", + "5643 Angola 2012 sp_m_2534 3627.0\n", + "8414 Angola 2000 sp_m_3544 912.0\n", + "8415 Angola 2001 sp_m_3544 648.0\n", + "8416 Angola 2002 sp_m_3544 1915.0\n", + "8417 Angola 2003 sp_m_3544 1908.0\n", + "8418 Angola 2004 sp_m_3544 1998.0\n", + "8419 Angola 2005 sp_m_3544 1918.0\n", + "8420 Angola 2006 sp_m_3544 2182.0\n", + "8421 Angola 2007 sp_m_3544 2255.0\n", + "8422 Angola 2008 sp_m_3544 2418.0\n", + "8423 Angola 2009 sp_m_3544 2420.0\n", + "8424 Angola 2010 sp_m_3544 2415.0\n", + "8425 Angola 2011 sp_m_3544 2386.0\n", + "8426 Angola 2012 sp_m_3544 2529.0\n", + "11197 Angola 2000 sp_m_4554 482.0\n", + "11198 Angola 2001 sp_m_4554 420.0\n", + "11199 Angola 2002 sp_m_4554 1187.0\n", + "11200 Angola 2003 sp_m_4554 1090.0\n", + "11201 Angola 2004 sp_m_4554 1196.0\n", + "11202 Angola 2005 sp_m_4554 1255.0\n", + "11203 Angola 2006 sp_m_4554 1397.0\n", + "11204 Angola 2007 sp_m_4554 1357.0\n", + "11205 Angola 2008 sp_m_4554 1480.0\n", + "11206 Angola 2009 sp_m_4554 1590.0\n", + "11207 Angola 2010 sp_m_4554 1424.0\n", + "11208 Angola 2011 sp_m_4554 1395.0\n", + "11209 Angola 2012 sp_m_4554 1427.0\n", + "13980 Angola 2000 sp_m_5564 312.0\n", + "13981 Angola 2001 sp_m_5564 197.0\n", + "13982 Angola 2002 sp_m_5564 624.0\n", + "13983 Angola 2003 sp_m_5564 512.0\n", + "13984 Angola 2004 sp_m_5564 561.0\n", + "13985 Angola 2005 sp_m_5564 665.0\n", + "13986 Angola 2006 sp_m_5564 729.0\n", + "13987 Angola 2007 sp_m_5564 699.0\n", + "13988 Angola 2008 sp_m_5564 733.0\n", + "13989 Angola 2009 sp_m_5564 748.0\n", + "13990 Angola 2010 sp_m_5564 691.0\n", + "13991 Angola 2011 sp_m_5564 680.0\n", + "13992 Angola 2012 sp_m_5564 732.0\n", + "16763 Angola 2000 sp_m_65 194.0\n", + "16764 Angola 2001 sp_m_65 173.0\n", + "16765 Angola 2002 sp_m_65 444.0\n", + "16766 Angola 2003 sp_m_65 361.0\n", + "16767 Angola 2004 sp_m_65 321.0\n", + "16768 Angola 2005 sp_m_65 461.0\n", + "16769 Angola 2006 sp_m_65 428.0\n", + "16770 Angola 2007 sp_m_65 465.0\n", + "16771 Angola 2008 sp_m_65 420.0\n", + "16772 Angola 2009 sp_m_65 463.0\n", + "16773 Angola 2010 sp_m_65 355.0\n", + "16774 Angola 2011 sp_m_65 455.0\n", + "16775 Angola 2012 sp_m_65 424.0\n", + "19546 Angola 2000 sp_f_014 247.0\n", + "19547 Angola 2001 sp_f_014 279.0\n", + "19548 Angola 2002 sp_f_014 640.0\n", + "19549 Angola 2003 sp_f_014 591.0\n", + "19550 Angola 2004 sp_f_014 733.0\n", + "19551 Angola 2005 sp_f_014 704.0\n", + "19552 Angola 2006 sp_f_014 689.0\n", + "19553 Angola 2007 sp_f_014 703.0\n", + "19554 Angola 2008 sp_f_014 512.0\n", + "19555 Angola 2009 sp_f_014 568.0\n", + "19556 Angola 2010 sp_f_014 558.0\n", + "19557 Angola 2011 sp_f_014 708.0\n", + "19558 Angola 2012 sp_f_014 592.0\n", + "22329 Angola 2000 sp_f_1524 1142.0\n", + "22330 Angola 2001 sp_f_1524 993.0\n", + "22331 Angola 2002 sp_f_1524 2610.0\n", + "22332 Angola 2003 sp_f_1524 3078.0\n", + "22333 Angola 2004 sp_f_1524 3198.0\n", + "22334 Angola 2005 sp_f_1524 2926.0\n", + "22335 Angola 2006 sp_f_1524 2851.0\n", + "22336 Angola 2007 sp_f_1524 2943.0\n", + "22337 Angola 2008 sp_f_1524 3199.0\n", + "22338 Angola 2009 sp_f_1524 3152.0\n", + "22339 Angola 2010 sp_f_1524 2763.0\n", + "22340 Angola 2011 sp_f_1524 2731.0\n", + "22341 Angola 2012 sp_f_1524 2501.0\n", + "25112 Angola 2000 sp_f_2534 1091.0\n", + "25113 Angola 2001 sp_f_2534 869.0\n", + "25114 Angola 2002 sp_f_2534 2208.0\n", + "25115 Angola 2003 sp_f_2534 2641.0\n", + "25116 Angola 2004 sp_f_2534 2772.0\n", + "25117 Angola 2005 sp_f_2534 2682.0\n", + "25118 Angola 2006 sp_f_2534 2892.0\n", + "25119 Angola 2007 sp_f_2534 2721.0\n", + "25120 Angola 2008 sp_f_2534 2786.0\n", + "25121 Angola 2009 sp_f_2534 2798.0\n", + "25122 Angola 2010 sp_f_2534 2594.0\n", + "25123 Angola 2011 sp_f_2534 2563.0\n", + "25124 Angola 2012 sp_f_2534 2540.0\n", + "27895 Angola 2000 sp_f_3544 844.0\n", + "27896 Angola 2001 sp_f_3544 647.0\n", + "27897 Angola 2002 sp_f_3544 1600.0\n", + "27898 Angola 2003 sp_f_3544 1747.0\n", + "27899 Angola 2004 sp_f_3544 1854.0\n", + "27900 Angola 2005 sp_f_3544 1797.0\n", + "27901 Angola 2006 sp_f_3544 1990.0\n", + "27902 Angola 2007 sp_f_3544 1812.0\n", + "27903 Angola 2008 sp_f_3544 2082.0\n", + "27904 Angola 2009 sp_f_3544 1790.0\n", + "27905 Angola 2010 sp_f_3544 1688.0\n", + "27906 Angola 2011 sp_f_3544 1683.0\n", + "27907 Angola 2012 sp_f_3544 1617.0\n", + "30678 Angola 2000 sp_f_4554 417.0\n", + "30679 Angola 2001 sp_f_4554 323.0\n", + "30680 Angola 2002 sp_f_4554 972.0\n", + "30681 Angola 2003 sp_f_4554 1157.0\n", + "30682 Angola 2004 sp_f_4554 1029.0\n", + "30683 Angola 2005 sp_f_4554 1138.0\n", + "30684 Angola 2006 sp_f_4554 1223.0\n", + "30685 Angola 2007 sp_f_4554 1041.0\n", + "30686 Angola 2008 sp_f_4554 1209.0\n", + "30687 Angola 2009 sp_f_4554 1069.0\n", + "30688 Angola 2010 sp_f_4554 958.0\n", + "30689 Angola 2011 sp_f_4554 1006.0\n", + "30690 Angola 2012 sp_f_4554 1028.0\n", + "33461 Angola 2000 sp_f_5564 200.0\n", + "33462 Angola 2001 sp_f_5564 200.0\n", + "33463 Angola 2002 sp_f_5564 533.0\n", + "33464 Angola 2003 sp_f_5564 395.0\n", + "33465 Angola 2004 sp_f_5564 505.0\n", + "33466 Angola 2005 sp_f_5564 581.0\n", + "33467 Angola 2006 sp_f_5564 583.0\n", + "33468 Angola 2007 sp_f_5564 554.0\n", + "33469 Angola 2008 sp_f_5564 556.0\n", + "33470 Angola 2009 sp_f_5564 572.0\n", + "33471 Angola 2010 sp_f_5564 482.0\n", + "33472 Angola 2011 sp_f_5564 457.0\n", + "33473 Angola 2012 sp_f_5564 529.0\n", + "36244 Angola 2000 sp_f_65 120.0\n", + "36245 Angola 2001 sp_f_65 182.0\n", + "36246 Angola 2002 sp_f_65 305.0\n", + "36247 Angola 2003 sp_f_65 129.0\n", + "36248 Angola 2004 sp_f_65 269.0\n", + "36249 Angola 2005 sp_f_65 417.0\n", + "36250 Angola 2006 sp_f_65 314.0\n", + "36251 Angola 2007 sp_f_65 367.0\n", + "36252 Angola 2008 sp_f_65 337.0\n", + "36253 Angola 2009 sp_f_65 272.0\n", + "36254 Angola 2010 sp_f_65 286.0\n", + "36255 Angola 2011 sp_f_65 346.0\n", + "36256 Angola 2012 sp_f_65 384.0" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_melted = pd.melt(tb_raw, id_vars=['country', 'year'], value_name='cases')\n", + "tb_melted[tb_melted['country'] == 'Angola']" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "7cab45a3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyeargenderage_rangecases
        65Angola2000m<=14yo186.0
        66Angola2001m<=14yo230.0
        67Angola2002m<=14yo435.0
        68Angola2003m<=14yo409.0
        69Angola2004m<=14yo554.0
        70Angola2005m<=14yo520.0
        71Angola2006m<=14yo540.0
        72Angola2007m<=14yo484.0
        73Angola2008m<=14yo367.0
        74Angola2009m<=14yo392.0
        75Angola2010m<=14yo448.0
        76Angola2011m<=14yo501.0
        77Angola2012m<=14yo390.0
        2848Angola2000m15-24yo999.0
        2849Angola2001m15-24yo892.0
        2850Angola2002m15-24yo2223.0
        2851Angola2003m15-24yo2355.0
        2852Angola2004m15-24yo2684.0
        2853Angola2005m15-24yo2549.0
        2854Angola2006m15-24yo2632.0
        2855Angola2007m15-24yo2824.0
        2856Angola2008m15-24yo2970.0
        2857Angola2009m15-24yo3054.0
        2858Angola2010m15-24yo2900.0
        2859Angola2011m15-24yo3000.0
        2860Angola2012m15-24yo2804.0
        5631Angola2000m25-34yo1003.0
        5632Angola2001m25-34yo752.0
        5633Angola2002m25-34yo2292.0
        5634Angola2003m25-34yo2598.0
        5635Angola2004m25-34yo2659.0
        5636Angola2005m25-34yo2797.0
        5637Angola2006m25-34yo3049.0
        5638Angola2007m25-34yo3197.0
        5639Angola2008m25-34yo3493.0
        5640Angola2009m25-34yo3600.0
        5641Angola2010m25-34yo3584.0
        5642Angola2011m25-34yo3792.0
        5643Angola2012m25-34yo3627.0
        8414Angola2000m35-44yo912.0
        8415Angola2001m35-44yo648.0
        8416Angola2002m35-44yo1915.0
        8417Angola2003m35-44yo1908.0
        8418Angola2004m35-44yo1998.0
        8419Angola2005m35-44yo1918.0
        8420Angola2006m35-44yo2182.0
        8421Angola2007m35-44yo2255.0
        8422Angola2008m35-44yo2418.0
        8423Angola2009m35-44yo2420.0
        8424Angola2010m35-44yo2415.0
        8425Angola2011m35-44yo2386.0
        8426Angola2012m35-44yo2529.0
        11197Angola2000m45-54yo482.0
        11198Angola2001m45-54yo420.0
        11199Angola2002m45-54yo1187.0
        11200Angola2003m45-54yo1090.0
        11201Angola2004m45-54yo1196.0
        11202Angola2005m45-54yo1255.0
        11203Angola2006m45-54yo1397.0
        11204Angola2007m45-54yo1357.0
        11205Angola2008m45-54yo1480.0
        11206Angola2009m45-54yo1590.0
        11207Angola2010m45-54yo1424.0
        11208Angola2011m45-54yo1395.0
        11209Angola2012m45-54yo1427.0
        13980Angola2000m55-64yo312.0
        13981Angola2001m55-64yo197.0
        13982Angola2002m55-64yo624.0
        13983Angola2003m55-64yo512.0
        13984Angola2004m55-64yo561.0
        13985Angola2005m55-64yo665.0
        13986Angola2006m55-64yo729.0
        13987Angola2007m55-64yo699.0
        13988Angola2008m55-64yo733.0
        13989Angola2009m55-64yo748.0
        13990Angola2010m55-64yo691.0
        13991Angola2011m55-64yo680.0
        13992Angola2012m55-64yo732.0
        16763Angola2000m>=65yo194.0
        16764Angola2001m>=65yo173.0
        16765Angola2002m>=65yo444.0
        16766Angola2003m>=65yo361.0
        16767Angola2004m>=65yo321.0
        16768Angola2005m>=65yo461.0
        16769Angola2006m>=65yo428.0
        16770Angola2007m>=65yo465.0
        16771Angola2008m>=65yo420.0
        16772Angola2009m>=65yo463.0
        16773Angola2010m>=65yo355.0
        16774Angola2011m>=65yo455.0
        16775Angola2012m>=65yo424.0
        19546Angola2000f<=14yo247.0
        19547Angola2001f<=14yo279.0
        19548Angola2002f<=14yo640.0
        19549Angola2003f<=14yo591.0
        19550Angola2004f<=14yo733.0
        19551Angola2005f<=14yo704.0
        19552Angola2006f<=14yo689.0
        19553Angola2007f<=14yo703.0
        19554Angola2008f<=14yo512.0
        19555Angola2009f<=14yo568.0
        19556Angola2010f<=14yo558.0
        19557Angola2011f<=14yo708.0
        19558Angola2012f<=14yo592.0
        22329Angola2000f15-24yo1142.0
        22330Angola2001f15-24yo993.0
        22331Angola2002f15-24yo2610.0
        22332Angola2003f15-24yo3078.0
        22333Angola2004f15-24yo3198.0
        22334Angola2005f15-24yo2926.0
        22335Angola2006f15-24yo2851.0
        22336Angola2007f15-24yo2943.0
        22337Angola2008f15-24yo3199.0
        22338Angola2009f15-24yo3152.0
        22339Angola2010f15-24yo2763.0
        22340Angola2011f15-24yo2731.0
        22341Angola2012f15-24yo2501.0
        25112Angola2000f25-34yo1091.0
        25113Angola2001f25-34yo869.0
        25114Angola2002f25-34yo2208.0
        25115Angola2003f25-34yo2641.0
        25116Angola2004f25-34yo2772.0
        25117Angola2005f25-34yo2682.0
        25118Angola2006f25-34yo2892.0
        25119Angola2007f25-34yo2721.0
        25120Angola2008f25-34yo2786.0
        25121Angola2009f25-34yo2798.0
        25122Angola2010f25-34yo2594.0
        25123Angola2011f25-34yo2563.0
        25124Angola2012f25-34yo2540.0
        27895Angola2000f35-44yo844.0
        27896Angola2001f35-44yo647.0
        27897Angola2002f35-44yo1600.0
        27898Angola2003f35-44yo1747.0
        27899Angola2004f35-44yo1854.0
        27900Angola2005f35-44yo1797.0
        27901Angola2006f35-44yo1990.0
        27902Angola2007f35-44yo1812.0
        27903Angola2008f35-44yo2082.0
        27904Angola2009f35-44yo1790.0
        27905Angola2010f35-44yo1688.0
        27906Angola2011f35-44yo1683.0
        27907Angola2012f35-44yo1617.0
        30678Angola2000f45-54yo417.0
        30679Angola2001f45-54yo323.0
        30680Angola2002f45-54yo972.0
        30681Angola2003f45-54yo1157.0
        30682Angola2004f45-54yo1029.0
        30683Angola2005f45-54yo1138.0
        30684Angola2006f45-54yo1223.0
        30685Angola2007f45-54yo1041.0
        30686Angola2008f45-54yo1209.0
        30687Angola2009f45-54yo1069.0
        30688Angola2010f45-54yo958.0
        30689Angola2011f45-54yo1006.0
        30690Angola2012f45-54yo1028.0
        33461Angola2000f55-64yo200.0
        33462Angola2001f55-64yo200.0
        33463Angola2002f55-64yo533.0
        33464Angola2003f55-64yo395.0
        33465Angola2004f55-64yo505.0
        33466Angola2005f55-64yo581.0
        33467Angola2006f55-64yo583.0
        33468Angola2007f55-64yo554.0
        33469Angola2008f55-64yo556.0
        33470Angola2009f55-64yo572.0
        33471Angola2010f55-64yo482.0
        33472Angola2011f55-64yo457.0
        33473Angola2012f55-64yo529.0
        36244Angola2000f>=65yo120.0
        36245Angola2001f>=65yo182.0
        36246Angola2002f>=65yo305.0
        36247Angola2003f>=65yo129.0
        36248Angola2004f>=65yo269.0
        36249Angola2005f>=65yo417.0
        36250Angola2006f>=65yo314.0
        36251Angola2007f>=65yo367.0
        36252Angola2008f>=65yo337.0
        36253Angola2009f>=65yo272.0
        36254Angola2010f>=65yo286.0
        36255Angola2011f>=65yo346.0
        36256Angola2012f>=65yo384.0
        \n", + "
        " + ], + "text/plain": [ + " country year gender age_range cases\n", + "65 Angola 2000 m <=14yo 186.0\n", + "66 Angola 2001 m <=14yo 230.0\n", + "67 Angola 2002 m <=14yo 435.0\n", + "68 Angola 2003 m <=14yo 409.0\n", + "69 Angola 2004 m <=14yo 554.0\n", + "70 Angola 2005 m <=14yo 520.0\n", + "71 Angola 2006 m <=14yo 540.0\n", + "72 Angola 2007 m <=14yo 484.0\n", + "73 Angola 2008 m <=14yo 367.0\n", + "74 Angola 2009 m <=14yo 392.0\n", + "75 Angola 2010 m <=14yo 448.0\n", + "76 Angola 2011 m <=14yo 501.0\n", + "77 Angola 2012 m <=14yo 390.0\n", + "2848 Angola 2000 m 15-24yo 999.0\n", + "2849 Angola 2001 m 15-24yo 892.0\n", + "2850 Angola 2002 m 15-24yo 2223.0\n", + "2851 Angola 2003 m 15-24yo 2355.0\n", + "2852 Angola 2004 m 15-24yo 2684.0\n", + "2853 Angola 2005 m 15-24yo 2549.0\n", + "2854 Angola 2006 m 15-24yo 2632.0\n", + "2855 Angola 2007 m 15-24yo 2824.0\n", + "2856 Angola 2008 m 15-24yo 2970.0\n", + "2857 Angola 2009 m 15-24yo 3054.0\n", + "2858 Angola 2010 m 15-24yo 2900.0\n", + "2859 Angola 2011 m 15-24yo 3000.0\n", + "2860 Angola 2012 m 15-24yo 2804.0\n", + "5631 Angola 2000 m 25-34yo 1003.0\n", + "5632 Angola 2001 m 25-34yo 752.0\n", + "5633 Angola 2002 m 25-34yo 2292.0\n", + "5634 Angola 2003 m 25-34yo 2598.0\n", + "5635 Angola 2004 m 25-34yo 2659.0\n", + "5636 Angola 2005 m 25-34yo 2797.0\n", + "5637 Angola 2006 m 25-34yo 3049.0\n", + "5638 Angola 2007 m 25-34yo 3197.0\n", + "5639 Angola 2008 m 25-34yo 3493.0\n", + "5640 Angola 2009 m 25-34yo 3600.0\n", + "5641 Angola 2010 m 25-34yo 3584.0\n", + "5642 Angola 2011 m 25-34yo 3792.0\n", + "5643 Angola 2012 m 25-34yo 3627.0\n", + "8414 Angola 2000 m 35-44yo 912.0\n", + "8415 Angola 2001 m 35-44yo 648.0\n", + "8416 Angola 2002 m 35-44yo 1915.0\n", + "8417 Angola 2003 m 35-44yo 1908.0\n", + "8418 Angola 2004 m 35-44yo 1998.0\n", + "8419 Angola 2005 m 35-44yo 1918.0\n", + "8420 Angola 2006 m 35-44yo 2182.0\n", + "8421 Angola 2007 m 35-44yo 2255.0\n", + "8422 Angola 2008 m 35-44yo 2418.0\n", + "8423 Angola 2009 m 35-44yo 2420.0\n", + "8424 Angola 2010 m 35-44yo 2415.0\n", + "8425 Angola 2011 m 35-44yo 2386.0\n", + "8426 Angola 2012 m 35-44yo 2529.0\n", + "11197 Angola 2000 m 45-54yo 482.0\n", + "11198 Angola 2001 m 45-54yo 420.0\n", + "11199 Angola 2002 m 45-54yo 1187.0\n", + "11200 Angola 2003 m 45-54yo 1090.0\n", + "11201 Angola 2004 m 45-54yo 1196.0\n", + "11202 Angola 2005 m 45-54yo 1255.0\n", + "11203 Angola 2006 m 45-54yo 1397.0\n", + "11204 Angola 2007 m 45-54yo 1357.0\n", + "11205 Angola 2008 m 45-54yo 1480.0\n", + "11206 Angola 2009 m 45-54yo 1590.0\n", + "11207 Angola 2010 m 45-54yo 1424.0\n", + "11208 Angola 2011 m 45-54yo 1395.0\n", + "11209 Angola 2012 m 45-54yo 1427.0\n", + "13980 Angola 2000 m 55-64yo 312.0\n", + "13981 Angola 2001 m 55-64yo 197.0\n", + "13982 Angola 2002 m 55-64yo 624.0\n", + "13983 Angola 2003 m 55-64yo 512.0\n", + "13984 Angola 2004 m 55-64yo 561.0\n", + "13985 Angola 2005 m 55-64yo 665.0\n", + "13986 Angola 2006 m 55-64yo 729.0\n", + "13987 Angola 2007 m 55-64yo 699.0\n", + "13988 Angola 2008 m 55-64yo 733.0\n", + "13989 Angola 2009 m 55-64yo 748.0\n", + "13990 Angola 2010 m 55-64yo 691.0\n", + "13991 Angola 2011 m 55-64yo 680.0\n", + "13992 Angola 2012 m 55-64yo 732.0\n", + "16763 Angola 2000 m >=65yo 194.0\n", + "16764 Angola 2001 m >=65yo 173.0\n", + "16765 Angola 2002 m >=65yo 444.0\n", + "16766 Angola 2003 m >=65yo 361.0\n", + "16767 Angola 2004 m >=65yo 321.0\n", + "16768 Angola 2005 m >=65yo 461.0\n", + "16769 Angola 2006 m >=65yo 428.0\n", + "16770 Angola 2007 m >=65yo 465.0\n", + "16771 Angola 2008 m >=65yo 420.0\n", + "16772 Angola 2009 m >=65yo 463.0\n", + "16773 Angola 2010 m >=65yo 355.0\n", + "16774 Angola 2011 m >=65yo 455.0\n", + "16775 Angola 2012 m >=65yo 424.0\n", + "19546 Angola 2000 f <=14yo 247.0\n", + "19547 Angola 2001 f <=14yo 279.0\n", + "19548 Angola 2002 f <=14yo 640.0\n", + "19549 Angola 2003 f <=14yo 591.0\n", + "19550 Angola 2004 f <=14yo 733.0\n", + "19551 Angola 2005 f <=14yo 704.0\n", + "19552 Angola 2006 f <=14yo 689.0\n", + "19553 Angola 2007 f <=14yo 703.0\n", + "19554 Angola 2008 f <=14yo 512.0\n", + "19555 Angola 2009 f <=14yo 568.0\n", + "19556 Angola 2010 f <=14yo 558.0\n", + "19557 Angola 2011 f <=14yo 708.0\n", + "19558 Angola 2012 f <=14yo 592.0\n", + "22329 Angola 2000 f 15-24yo 1142.0\n", + "22330 Angola 2001 f 15-24yo 993.0\n", + "22331 Angola 2002 f 15-24yo 2610.0\n", + "22332 Angola 2003 f 15-24yo 3078.0\n", + "22333 Angola 2004 f 15-24yo 3198.0\n", + "22334 Angola 2005 f 15-24yo 2926.0\n", + "22335 Angola 2006 f 15-24yo 2851.0\n", + "22336 Angola 2007 f 15-24yo 2943.0\n", + "22337 Angola 2008 f 15-24yo 3199.0\n", + "22338 Angola 2009 f 15-24yo 3152.0\n", + "22339 Angola 2010 f 15-24yo 2763.0\n", + "22340 Angola 2011 f 15-24yo 2731.0\n", + "22341 Angola 2012 f 15-24yo 2501.0\n", + "25112 Angola 2000 f 25-34yo 1091.0\n", + "25113 Angola 2001 f 25-34yo 869.0\n", + "25114 Angola 2002 f 25-34yo 2208.0\n", + "25115 Angola 2003 f 25-34yo 2641.0\n", + "25116 Angola 2004 f 25-34yo 2772.0\n", + "25117 Angola 2005 f 25-34yo 2682.0\n", + "25118 Angola 2006 f 25-34yo 2892.0\n", + "25119 Angola 2007 f 25-34yo 2721.0\n", + "25120 Angola 2008 f 25-34yo 2786.0\n", + "25121 Angola 2009 f 25-34yo 2798.0\n", + "25122 Angola 2010 f 25-34yo 2594.0\n", + "25123 Angola 2011 f 25-34yo 2563.0\n", + "25124 Angola 2012 f 25-34yo 2540.0\n", + "27895 Angola 2000 f 35-44yo 844.0\n", + "27896 Angola 2001 f 35-44yo 647.0\n", + "27897 Angola 2002 f 35-44yo 1600.0\n", + "27898 Angola 2003 f 35-44yo 1747.0\n", + "27899 Angola 2004 f 35-44yo 1854.0\n", + "27900 Angola 2005 f 35-44yo 1797.0\n", + "27901 Angola 2006 f 35-44yo 1990.0\n", + "27902 Angola 2007 f 35-44yo 1812.0\n", + "27903 Angola 2008 f 35-44yo 2082.0\n", + "27904 Angola 2009 f 35-44yo 1790.0\n", + "27905 Angola 2010 f 35-44yo 1688.0\n", + "27906 Angola 2011 f 35-44yo 1683.0\n", + "27907 Angola 2012 f 35-44yo 1617.0\n", + "30678 Angola 2000 f 45-54yo 417.0\n", + "30679 Angola 2001 f 45-54yo 323.0\n", + "30680 Angola 2002 f 45-54yo 972.0\n", + "30681 Angola 2003 f 45-54yo 1157.0\n", + "30682 Angola 2004 f 45-54yo 1029.0\n", + "30683 Angola 2005 f 45-54yo 1138.0\n", + "30684 Angola 2006 f 45-54yo 1223.0\n", + "30685 Angola 2007 f 45-54yo 1041.0\n", + "30686 Angola 2008 f 45-54yo 1209.0\n", + "30687 Angola 2009 f 45-54yo 1069.0\n", + "30688 Angola 2010 f 45-54yo 958.0\n", + "30689 Angola 2011 f 45-54yo 1006.0\n", + "30690 Angola 2012 f 45-54yo 1028.0\n", + "33461 Angola 2000 f 55-64yo 200.0\n", + "33462 Angola 2001 f 55-64yo 200.0\n", + "33463 Angola 2002 f 55-64yo 533.0\n", + "33464 Angola 2003 f 55-64yo 395.0\n", + "33465 Angola 2004 f 55-64yo 505.0\n", + "33466 Angola 2005 f 55-64yo 581.0\n", + "33467 Angola 2006 f 55-64yo 583.0\n", + "33468 Angola 2007 f 55-64yo 554.0\n", + "33469 Angola 2008 f 55-64yo 556.0\n", + "33470 Angola 2009 f 55-64yo 572.0\n", + "33471 Angola 2010 f 55-64yo 482.0\n", + "33472 Angola 2011 f 55-64yo 457.0\n", + "33473 Angola 2012 f 55-64yo 529.0\n", + "36244 Angola 2000 f >=65yo 120.0\n", + "36245 Angola 2001 f >=65yo 182.0\n", + "36246 Angola 2002 f >=65yo 305.0\n", + "36247 Angola 2003 f >=65yo 129.0\n", + "36248 Angola 2004 f >=65yo 269.0\n", + "36249 Angola 2005 f >=65yo 417.0\n", + "36250 Angola 2006 f >=65yo 314.0\n", + "36251 Angola 2007 f >=65yo 367.0\n", + "36252 Angola 2008 f >=65yo 337.0\n", + "36253 Angola 2009 f >=65yo 272.0\n", + "36254 Angola 2010 f >=65yo 286.0\n", + "36255 Angola 2011 f >=65yo 346.0\n", + "36256 Angola 2012 f >=65yo 384.0" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "age_range_map = {\n", + " '014': '<=14yo',\n", + " '1524': '15-24yo',\n", + " '2534': '25-34yo',\n", + " '3544': '35-44yo',\n", + " '4554': '45-54yo',\n", + " '5564': '55-64yo',\n", + " '65': '>=65yo'\n", + "}\n", + "\n", + "\n", + "tb_melted['gender'] = tb_melted['variable'].str[3]\n", + "tb_melted['age_range'] = tb_melted['variable'].str[5:].map(age_range_map)\n", + "tb = tb_melted[['country', 'year', 'gender', 'age_range', 'cases']]\n", + "tb[tb['country'] == 'Angola']" + ] + }, + { + "cell_type": "markdown", + "id": "9d1f036e", + "metadata": {}, + "source": [ + "# 2. Compute summary tables\n", + "\n", + "1. Compute the number of cases per country and gender, for data between 2000 and 2006 (included)\n", + "2. Compute the number of cases per country and year range (2000-2006, 2007-2012) on rows, and gender on columns" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "75cc0463", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        genderfm
        country
        Afghanistan34579.016426.0
        Albania441.0920.0
        Algeria22993.032926.0
        American Samoa11.06.0
        Andorra10.018.0
        Angola57307.056848.0
        Anguilla1.00.0
        Antigua and Barbuda11.05.0
        Argentina14527.019357.0
        Armenia681.03220.0
        Aruba0.00.0
        Australia547.0915.0
        Austria456.01186.0
        Azerbaijan1559.05913.0
        Bahamas76.0109.0
        Bahrain63.0140.0
        Bangladesh133757.0294417.0
        Barbados12.026.0
        Belarus1031.04247.0
        Belgium692.01588.0
        Belize140.0243.0
        Benin6405.011283.0
        Bermuda1.01.0
        Bhutan1040.01356.0
        Bolivia (Plurinational State of)18089.026493.0
        Bosnia and Herzegovina1982.02669.0
        Botswana9650.012441.0
        Brazil113354.0211322.0
        British Virgin Islands2.02.0
        Brunei Darussalam251.0400.0
        Bulgaria1937.04233.0
        Burkina Faso4170.08743.0
        Burundi7043.011273.0
        Cabo Verde309.0471.0
        Cambodia60829.063809.0
        Cameroon25588.038214.0
        Canada1265.01702.0
        Cayman Islands1.06.0
        Central African Republic5980.07685.0
        Chad4694.07208.0
        Chile3058.06281.0
        China692350.01522330.0
        China, Hong Kong SAR3792.08483.0
        China, Macao SAR284.0699.0
        Colombia21225.031804.0
        Comoros192.0253.0
        Congo5314.06160.0
        Cook Islands0.05.0
        Costa Rica886.01641.0
        Cote d'Ivoire28598.040932.0
        Croatia960.01931.0
        Cuba872.02762.0
        Cyprus13.035.0
        Czech Republic632.01703.0
        Democratic People's Republic of Korea46809.074757.0
        Democratic Republic of the Congo170192.0192935.0
        Denmark370.0601.0
        Djibouti2755.05755.0
        Dominica5.05.0
        Dominican Republic6419.09800.0
        Ecuador6807.09901.0
        Egypt10845.021086.0
        El Salvador2677.04082.0
        Equatorial Guinea161.0245.0
        Eritrea2608.02270.0
        Estonia368.01015.0
        Ethiopia116094.0140312.0
        Fiji209.0334.0
        Finland312.0583.0
        France4243.08166.0
        French Polynesia90.0108.0
        Gabon2776.04131.0
        Gambia1613.03805.0
        Georgia1971.06242.0
        Germany2266.04311.0
        Ghana18497.034527.0
        Greece379.0923.0
        Greenland0.00.0
        Grenada2.02.0
        Guam97.0179.0
        Guatemala5596.06544.0
        Guinea11207.021725.0
        Guinea-Bissau2285.03451.0
        Guyana916.01962.0
        Haiti23235.023307.0
        Honduras7230.08965.0
        Hungary897.02514.0
        Iceland6.09.0
        India828474.01848348.0
        Indonesia286538.0399164.0
        Iran (Islamic Republic of)17795.017946.0
        Iraq7994.015159.0
        Ireland246.0441.0
        Israel466.0738.0
        Italy2360.04445.0
        Jamaica139.0350.0
        Japan23230.053242.0
        Jordan227.0436.0
        Kazakhstan18320.030157.0
        Kenya106531.0146717.0
        Kiribati324.0366.0
        Kuwait524.0956.0
        Kyrgyzstan4503.07007.0
        Lao People's Democratic Republic5757.09100.0
        Latvia1097.03094.0
        Lebanon430.0613.0
        Lesotho9791.012371.0
        Liberia5500.07301.0
        Libya847.03092.0
        Lithuania1677.04595.0
        Luxembourg44.068.0
        Madagascar29552.042855.0
        Malawi24471.024994.0
        Malaysia23938.052440.0
        Maldives169.0268.0
        Mali6028.012665.0
        Malta4.021.0
        Marshall Islands159.0152.0
        Mauritania902.02246.0
        Mauritius180.0432.0
        Mexico33134.053218.0
        Micronesia (Federated States of)116.093.0
        Monaco0.00.0
        Mongolia5583.06454.0
        Montenegro42.080.0
        Montserrat0.03.0
        Morocco30252.058497.0
        Mozambique0.00.0
        Myanmar67403.0130337.0
        Namibia14772.019685.0
        Nauru5.05.0
        Nepal32414.066254.0
        Netherlands593.01258.0
        Netherlands Antilles12.040.0
        New Caledonia63.086.0
        New Zealand295.0335.0
        Nicaragua4244.05319.0
        Niger4789.012190.0
        Nigeria80330.0111660.0
        Niue1.00.0
        Northern Mariana Islands96.0111.0
        Norway129.0175.0
        Oman453.0692.0
        Pakistan94064.099216.0
        Palau11.023.0
        Panama1902.03346.0
        Papua New Guinea3225.03434.0
        Paraguay2815.05061.0
        Peru46298.062229.0
        Philippines96966.0216914.0
        Poland6560.015001.0
        Portugal2962.08464.0
        Puerto Rico157.0332.0
        Qatar114.0399.0
        Republic of Korea28390.048574.0
        Republic of Moldova2053.06568.0
        Romania21126.052827.0
        Russian Federation35450.0113330.0
        Rwanda7350.012980.0
        Saint Kitts and Nevis3.01.0
        Saint Lucia29.048.0
        Saint Vincent and the Grenadines10.031.0
        Samoa41.041.0
        San Marino0.01.0
        Sao Tome and Principe193.0213.0
        Saudi Arabia4572.07073.0
        Senegal13910.030431.0
        Serbia868.01364.0
        Serbia & Montenegro1078.01632.0
        Seychelles17.042.0
        Sierra Leone9201.014748.0
        Singapore862.02466.0
        Slovakia437.0897.0
        Slovenia281.0530.0
        Solomon Islands427.0373.0
        Somalia13763.024980.0
        South Africa264248.0341088.0
        Spain4180.08889.0
        Sri Lanka8386.022441.0
        Sudan32121.048022.0
        Suriname93.0235.0
        Swaziland6696.07019.0
        Sweden352.0449.0
        Switzerland227.0386.0
        Syrian Arab Republic3582.06609.0
        Tajikistan1521.02208.0
        Thailand55379.0130832.0
        The Former Yugoslav Republic of Macedonia474.0812.0
        Timor-Leste2150.02903.0
        Togo3449.05429.0
        Tokelau0.00.0
        Tonga33.049.0
        Trinidad and Tobago244.0579.0
        Tunisia1803.04931.0
        Turkey4219.011395.0
        Turkmenistan2777.05187.0
        Turks and Caicos Islands10.05.0
        Tuvalu10.016.0
        US Virgin Islands0.00.0
        Uganda56500.079555.0
        Ukraine11481.038200.0
        United Arab Emirates143.0170.0
        United Kingdom of Great Britain and Northern Ireland3546.05285.0
        United Republic of Tanzania65505.0108065.0
        United States of America12047.025716.0
        Uruguay727.01641.0
        Uzbekistan13706.018760.0
        Vanuatu154.0186.0
        Venezuela (Bolivarian Republic of)7215.011087.0
        Viet Nam112399.0278116.0
        Wallis and Futuna Islands7.010.0
        West Bank and Gaza Strip14.028.0
        Yemen12969.015771.0
        Zambia41179.053162.0
        Zimbabwe30699.035504.0
        \n", + "
        " + ], + "text/plain": [ + "gender f m\n", + "country \n", + "Afghanistan 34579.0 16426.0\n", + "Albania 441.0 920.0\n", + "Algeria 22993.0 32926.0\n", + "American Samoa 11.0 6.0\n", + "Andorra 10.0 18.0\n", + "Angola 57307.0 56848.0\n", + "Anguilla 1.0 0.0\n", + "Antigua and Barbuda 11.0 5.0\n", + "Argentina 14527.0 19357.0\n", + "Armenia 681.0 3220.0\n", + "Aruba 0.0 0.0\n", + "Australia 547.0 915.0\n", + "Austria 456.0 1186.0\n", + "Azerbaijan 1559.0 5913.0\n", + "Bahamas 76.0 109.0\n", + "Bahrain 63.0 140.0\n", + "Bangladesh 133757.0 294417.0\n", + "Barbados 12.0 26.0\n", + "Belarus 1031.0 4247.0\n", + "Belgium 692.0 1588.0\n", + "Belize 140.0 243.0\n", + "Benin 6405.0 11283.0\n", + "Bermuda 1.0 1.0\n", + "Bhutan 1040.0 1356.0\n", + "Bolivia (Plurinational State of) 18089.0 26493.0\n", + "Bosnia and Herzegovina 1982.0 2669.0\n", + "Botswana 9650.0 12441.0\n", + "Brazil 113354.0 211322.0\n", + "British Virgin Islands 2.0 2.0\n", + "Brunei Darussalam 251.0 400.0\n", + "Bulgaria 1937.0 4233.0\n", + "Burkina Faso 4170.0 8743.0\n", + "Burundi 7043.0 11273.0\n", + "Cabo Verde 309.0 471.0\n", + "Cambodia 60829.0 63809.0\n", + "Cameroon 25588.0 38214.0\n", + "Canada 1265.0 1702.0\n", + "Cayman Islands 1.0 6.0\n", + "Central African Republic 5980.0 7685.0\n", + "Chad 4694.0 7208.0\n", + "Chile 3058.0 6281.0\n", + "China 692350.0 1522330.0\n", + "China, Hong Kong SAR 3792.0 8483.0\n", + "China, Macao SAR 284.0 699.0\n", + "Colombia 21225.0 31804.0\n", + "Comoros 192.0 253.0\n", + "Congo 5314.0 6160.0\n", + "Cook Islands 0.0 5.0\n", + "Costa Rica 886.0 1641.0\n", + "Cote d'Ivoire 28598.0 40932.0\n", + "Croatia 960.0 1931.0\n", + "Cuba 872.0 2762.0\n", + "Cyprus 13.0 35.0\n", + "Czech Republic 632.0 1703.0\n", + "Democratic People's Republic of Korea 46809.0 74757.0\n", + "Democratic Republic of the Congo 170192.0 192935.0\n", + "Denmark 370.0 601.0\n", + "Djibouti 2755.0 5755.0\n", + "Dominica 5.0 5.0\n", + "Dominican Republic 6419.0 9800.0\n", + "Ecuador 6807.0 9901.0\n", + "Egypt 10845.0 21086.0\n", + "El Salvador 2677.0 4082.0\n", + "Equatorial Guinea 161.0 245.0\n", + "Eritrea 2608.0 2270.0\n", + "Estonia 368.0 1015.0\n", + "Ethiopia 116094.0 140312.0\n", + "Fiji 209.0 334.0\n", + "Finland 312.0 583.0\n", + "France 4243.0 8166.0\n", + "French Polynesia 90.0 108.0\n", + "Gabon 2776.0 4131.0\n", + "Gambia 1613.0 3805.0\n", + "Georgia 1971.0 6242.0\n", + "Germany 2266.0 4311.0\n", + "Ghana 18497.0 34527.0\n", + "Greece 379.0 923.0\n", + "Greenland 0.0 0.0\n", + "Grenada 2.0 2.0\n", + "Guam 97.0 179.0\n", + "Guatemala 5596.0 6544.0\n", + "Guinea 11207.0 21725.0\n", + "Guinea-Bissau 2285.0 3451.0\n", + "Guyana 916.0 1962.0\n", + "Haiti 23235.0 23307.0\n", + "Honduras 7230.0 8965.0\n", + "Hungary 897.0 2514.0\n", + "Iceland 6.0 9.0\n", + "India 828474.0 1848348.0\n", + "Indonesia 286538.0 399164.0\n", + "Iran (Islamic Republic of) 17795.0 17946.0\n", + "Iraq 7994.0 15159.0\n", + "Ireland 246.0 441.0\n", + "Israel 466.0 738.0\n", + "Italy 2360.0 4445.0\n", + "Jamaica 139.0 350.0\n", + "Japan 23230.0 53242.0\n", + "Jordan 227.0 436.0\n", + "Kazakhstan 18320.0 30157.0\n", + "Kenya 106531.0 146717.0\n", + "Kiribati 324.0 366.0\n", + "Kuwait 524.0 956.0\n", + "Kyrgyzstan 4503.0 7007.0\n", + "Lao People's Democratic Republic 5757.0 9100.0\n", + "Latvia 1097.0 3094.0\n", + "Lebanon 430.0 613.0\n", + "Lesotho 9791.0 12371.0\n", + "Liberia 5500.0 7301.0\n", + "Libya 847.0 3092.0\n", + "Lithuania 1677.0 4595.0\n", + "Luxembourg 44.0 68.0\n", + "Madagascar 29552.0 42855.0\n", + "Malawi 24471.0 24994.0\n", + "Malaysia 23938.0 52440.0\n", + "Maldives 169.0 268.0\n", + "Mali 6028.0 12665.0\n", + "Malta 4.0 21.0\n", + "Marshall Islands 159.0 152.0\n", + "Mauritania 902.0 2246.0\n", + "Mauritius 180.0 432.0\n", + "Mexico 33134.0 53218.0\n", + "Micronesia (Federated States of) 116.0 93.0\n", + "Monaco 0.0 0.0\n", + "Mongolia 5583.0 6454.0\n", + "Montenegro 42.0 80.0\n", + "Montserrat 0.0 3.0\n", + "Morocco 30252.0 58497.0\n", + "Mozambique 0.0 0.0\n", + "Myanmar 67403.0 130337.0\n", + "Namibia 14772.0 19685.0\n", + "Nauru 5.0 5.0\n", + "Nepal 32414.0 66254.0\n", + "Netherlands 593.0 1258.0\n", + "Netherlands Antilles 12.0 40.0\n", + "New Caledonia 63.0 86.0\n", + "New Zealand 295.0 335.0\n", + "Nicaragua 4244.0 5319.0\n", + "Niger 4789.0 12190.0\n", + "Nigeria 80330.0 111660.0\n", + "Niue 1.0 0.0\n", + "Northern Mariana Islands 96.0 111.0\n", + "Norway 129.0 175.0\n", + "Oman 453.0 692.0\n", + "Pakistan 94064.0 99216.0\n", + "Palau 11.0 23.0\n", + "Panama 1902.0 3346.0\n", + "Papua New Guinea 3225.0 3434.0\n", + "Paraguay 2815.0 5061.0\n", + "Peru 46298.0 62229.0\n", + "Philippines 96966.0 216914.0\n", + "Poland 6560.0 15001.0\n", + "Portugal 2962.0 8464.0\n", + "Puerto Rico 157.0 332.0\n", + "Qatar 114.0 399.0\n", + "Republic of Korea 28390.0 48574.0\n", + "Republic of Moldova 2053.0 6568.0\n", + "Romania 21126.0 52827.0\n", + "Russian Federation 35450.0 113330.0\n", + "Rwanda 7350.0 12980.0\n", + "Saint Kitts and Nevis 3.0 1.0\n", + "Saint Lucia 29.0 48.0\n", + "Saint Vincent and the Grenadines 10.0 31.0\n", + "Samoa 41.0 41.0\n", + "San Marino 0.0 1.0\n", + "Sao Tome and Principe 193.0 213.0\n", + "Saudi Arabia 4572.0 7073.0\n", + "Senegal 13910.0 30431.0\n", + "Serbia 868.0 1364.0\n", + "Serbia & Montenegro 1078.0 1632.0\n", + "Seychelles 17.0 42.0\n", + "Sierra Leone 9201.0 14748.0\n", + "Singapore 862.0 2466.0\n", + "Slovakia 437.0 897.0\n", + "Slovenia 281.0 530.0\n", + "Solomon Islands 427.0 373.0\n", + "Somalia 13763.0 24980.0\n", + "South Africa 264248.0 341088.0\n", + "Spain 4180.0 8889.0\n", + "Sri Lanka 8386.0 22441.0\n", + "Sudan 32121.0 48022.0\n", + "Suriname 93.0 235.0\n", + "Swaziland 6696.0 7019.0\n", + "Sweden 352.0 449.0\n", + "Switzerland 227.0 386.0\n", + "Syrian Arab Republic 3582.0 6609.0\n", + "Tajikistan 1521.0 2208.0\n", + "Thailand 55379.0 130832.0\n", + "The Former Yugoslav Republic of Macedonia 474.0 812.0\n", + "Timor-Leste 2150.0 2903.0\n", + "Togo 3449.0 5429.0\n", + "Tokelau 0.0 0.0\n", + "Tonga 33.0 49.0\n", + "Trinidad and Tobago 244.0 579.0\n", + "Tunisia 1803.0 4931.0\n", + "Turkey 4219.0 11395.0\n", + "Turkmenistan 2777.0 5187.0\n", + "Turks and Caicos Islands 10.0 5.0\n", + "Tuvalu 10.0 16.0\n", + "US Virgin Islands 0.0 0.0\n", + "Uganda 56500.0 79555.0\n", + "Ukraine 11481.0 38200.0\n", + "United Arab Emirates 143.0 170.0\n", + "United Kingdom of Great Britain and Northern Ireland 3546.0 5285.0\n", + "United Republic of Tanzania 65505.0 108065.0\n", + "United States of America 12047.0 25716.0\n", + "Uruguay 727.0 1641.0\n", + "Uzbekistan 13706.0 18760.0\n", + "Vanuatu 154.0 186.0\n", + "Venezuela (Bolivarian Republic of) 7215.0 11087.0\n", + "Viet Nam 112399.0 278116.0\n", + "Wallis and Futuna Islands 7.0 10.0\n", + "West Bank and Gaza Strip 14.0 28.0\n", + "Yemen 12969.0 15771.0\n", + "Zambia 41179.0 53162.0\n", + "Zimbabwe 30699.0 35504.0" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_cases_per_gender_2000 = (\n", + " tb[tb['year'].between(2000, 2006)]\n", + " .pivot_table(index='country', columns='gender', values='cases', aggfunc='sum')\n", + ")\n", + "tb_cases_per_gender_2000" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "a2491a2c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyeargenderage_rangecasesyear_range
        65Angola2000m<=14yo186.02000-2006
        66Angola2001m<=14yo230.02000-2006
        67Angola2002m<=14yo435.02000-2006
        68Angola2003m<=14yo409.02000-2006
        69Angola2004m<=14yo554.02000-2006
        70Angola2005m<=14yo520.02000-2006
        71Angola2006m<=14yo540.02000-2006
        72Angola2007m<=14yo484.02007-2012
        73Angola2008m<=14yo367.02007-2012
        74Angola2009m<=14yo392.02007-2012
        75Angola2010m<=14yo448.02007-2012
        76Angola2011m<=14yo501.02007-2012
        77Angola2012m<=14yo390.02007-2012
        2848Angola2000m15-24yo999.02000-2006
        2849Angola2001m15-24yo892.02000-2006
        2850Angola2002m15-24yo2223.02000-2006
        2851Angola2003m15-24yo2355.02000-2006
        2852Angola2004m15-24yo2684.02000-2006
        2853Angola2005m15-24yo2549.02000-2006
        2854Angola2006m15-24yo2632.02000-2006
        2855Angola2007m15-24yo2824.02007-2012
        2856Angola2008m15-24yo2970.02007-2012
        2857Angola2009m15-24yo3054.02007-2012
        2858Angola2010m15-24yo2900.02007-2012
        2859Angola2011m15-24yo3000.02007-2012
        2860Angola2012m15-24yo2804.02007-2012
        5631Angola2000m25-34yo1003.02000-2006
        5632Angola2001m25-34yo752.02000-2006
        5633Angola2002m25-34yo2292.02000-2006
        5634Angola2003m25-34yo2598.02000-2006
        5635Angola2004m25-34yo2659.02000-2006
        5636Angola2005m25-34yo2797.02000-2006
        5637Angola2006m25-34yo3049.02000-2006
        5638Angola2007m25-34yo3197.02007-2012
        5639Angola2008m25-34yo3493.02007-2012
        5640Angola2009m25-34yo3600.02007-2012
        5641Angola2010m25-34yo3584.02007-2012
        5642Angola2011m25-34yo3792.02007-2012
        5643Angola2012m25-34yo3627.02007-2012
        8414Angola2000m35-44yo912.02000-2006
        8415Angola2001m35-44yo648.02000-2006
        8416Angola2002m35-44yo1915.02000-2006
        8417Angola2003m35-44yo1908.02000-2006
        8418Angola2004m35-44yo1998.02000-2006
        8419Angola2005m35-44yo1918.02000-2006
        8420Angola2006m35-44yo2182.02000-2006
        8421Angola2007m35-44yo2255.02007-2012
        8422Angola2008m35-44yo2418.02007-2012
        8423Angola2009m35-44yo2420.02007-2012
        8424Angola2010m35-44yo2415.02007-2012
        8425Angola2011m35-44yo2386.02007-2012
        8426Angola2012m35-44yo2529.02007-2012
        11197Angola2000m45-54yo482.02000-2006
        11198Angola2001m45-54yo420.02000-2006
        11199Angola2002m45-54yo1187.02000-2006
        11200Angola2003m45-54yo1090.02000-2006
        11201Angola2004m45-54yo1196.02000-2006
        11202Angola2005m45-54yo1255.02000-2006
        11203Angola2006m45-54yo1397.02000-2006
        11204Angola2007m45-54yo1357.02007-2012
        11205Angola2008m45-54yo1480.02007-2012
        11206Angola2009m45-54yo1590.02007-2012
        11207Angola2010m45-54yo1424.02007-2012
        11208Angola2011m45-54yo1395.02007-2012
        11209Angola2012m45-54yo1427.02007-2012
        13980Angola2000m55-64yo312.02000-2006
        13981Angola2001m55-64yo197.02000-2006
        13982Angola2002m55-64yo624.02000-2006
        13983Angola2003m55-64yo512.02000-2006
        13984Angola2004m55-64yo561.02000-2006
        13985Angola2005m55-64yo665.02000-2006
        13986Angola2006m55-64yo729.02000-2006
        13987Angola2007m55-64yo699.02007-2012
        13988Angola2008m55-64yo733.02007-2012
        13989Angola2009m55-64yo748.02007-2012
        13990Angola2010m55-64yo691.02007-2012
        13991Angola2011m55-64yo680.02007-2012
        13992Angola2012m55-64yo732.02007-2012
        16763Angola2000m>=65yo194.02000-2006
        16764Angola2001m>=65yo173.02000-2006
        16765Angola2002m>=65yo444.02000-2006
        16766Angola2003m>=65yo361.02000-2006
        16767Angola2004m>=65yo321.02000-2006
        16768Angola2005m>=65yo461.02000-2006
        16769Angola2006m>=65yo428.02000-2006
        16770Angola2007m>=65yo465.02007-2012
        16771Angola2008m>=65yo420.02007-2012
        16772Angola2009m>=65yo463.02007-2012
        16773Angola2010m>=65yo355.02007-2012
        16774Angola2011m>=65yo455.02007-2012
        16775Angola2012m>=65yo424.02007-2012
        19546Angola2000f<=14yo247.02000-2006
        19547Angola2001f<=14yo279.02000-2006
        19548Angola2002f<=14yo640.02000-2006
        19549Angola2003f<=14yo591.02000-2006
        19550Angola2004f<=14yo733.02000-2006
        19551Angola2005f<=14yo704.02000-2006
        19552Angola2006f<=14yo689.02000-2006
        19553Angola2007f<=14yo703.02007-2012
        19554Angola2008f<=14yo512.02007-2012
        19555Angola2009f<=14yo568.02007-2012
        19556Angola2010f<=14yo558.02007-2012
        19557Angola2011f<=14yo708.02007-2012
        19558Angola2012f<=14yo592.02007-2012
        22329Angola2000f15-24yo1142.02000-2006
        22330Angola2001f15-24yo993.02000-2006
        22331Angola2002f15-24yo2610.02000-2006
        22332Angola2003f15-24yo3078.02000-2006
        22333Angola2004f15-24yo3198.02000-2006
        22334Angola2005f15-24yo2926.02000-2006
        22335Angola2006f15-24yo2851.02000-2006
        22336Angola2007f15-24yo2943.02007-2012
        22337Angola2008f15-24yo3199.02007-2012
        22338Angola2009f15-24yo3152.02007-2012
        22339Angola2010f15-24yo2763.02007-2012
        22340Angola2011f15-24yo2731.02007-2012
        22341Angola2012f15-24yo2501.02007-2012
        25112Angola2000f25-34yo1091.02000-2006
        25113Angola2001f25-34yo869.02000-2006
        25114Angola2002f25-34yo2208.02000-2006
        25115Angola2003f25-34yo2641.02000-2006
        25116Angola2004f25-34yo2772.02000-2006
        25117Angola2005f25-34yo2682.02000-2006
        25118Angola2006f25-34yo2892.02000-2006
        25119Angola2007f25-34yo2721.02007-2012
        25120Angola2008f25-34yo2786.02007-2012
        25121Angola2009f25-34yo2798.02007-2012
        25122Angola2010f25-34yo2594.02007-2012
        25123Angola2011f25-34yo2563.02007-2012
        25124Angola2012f25-34yo2540.02007-2012
        27895Angola2000f35-44yo844.02000-2006
        27896Angola2001f35-44yo647.02000-2006
        27897Angola2002f35-44yo1600.02000-2006
        27898Angola2003f35-44yo1747.02000-2006
        27899Angola2004f35-44yo1854.02000-2006
        27900Angola2005f35-44yo1797.02000-2006
        27901Angola2006f35-44yo1990.02000-2006
        27902Angola2007f35-44yo1812.02007-2012
        27903Angola2008f35-44yo2082.02007-2012
        27904Angola2009f35-44yo1790.02007-2012
        27905Angola2010f35-44yo1688.02007-2012
        27906Angola2011f35-44yo1683.02007-2012
        27907Angola2012f35-44yo1617.02007-2012
        30678Angola2000f45-54yo417.02000-2006
        30679Angola2001f45-54yo323.02000-2006
        30680Angola2002f45-54yo972.02000-2006
        30681Angola2003f45-54yo1157.02000-2006
        30682Angola2004f45-54yo1029.02000-2006
        30683Angola2005f45-54yo1138.02000-2006
        30684Angola2006f45-54yo1223.02000-2006
        30685Angola2007f45-54yo1041.02007-2012
        30686Angola2008f45-54yo1209.02007-2012
        30687Angola2009f45-54yo1069.02007-2012
        30688Angola2010f45-54yo958.02007-2012
        30689Angola2011f45-54yo1006.02007-2012
        30690Angola2012f45-54yo1028.02007-2012
        33461Angola2000f55-64yo200.02000-2006
        33462Angola2001f55-64yo200.02000-2006
        33463Angola2002f55-64yo533.02000-2006
        33464Angola2003f55-64yo395.02000-2006
        33465Angola2004f55-64yo505.02000-2006
        33466Angola2005f55-64yo581.02000-2006
        33467Angola2006f55-64yo583.02000-2006
        33468Angola2007f55-64yo554.02007-2012
        33469Angola2008f55-64yo556.02007-2012
        33470Angola2009f55-64yo572.02007-2012
        33471Angola2010f55-64yo482.02007-2012
        33472Angola2011f55-64yo457.02007-2012
        33473Angola2012f55-64yo529.02007-2012
        36244Angola2000f>=65yo120.02000-2006
        36245Angola2001f>=65yo182.02000-2006
        36246Angola2002f>=65yo305.02000-2006
        36247Angola2003f>=65yo129.02000-2006
        36248Angola2004f>=65yo269.02000-2006
        36249Angola2005f>=65yo417.02000-2006
        36250Angola2006f>=65yo314.02000-2006
        36251Angola2007f>=65yo367.02007-2012
        36252Angola2008f>=65yo337.02007-2012
        36253Angola2009f>=65yo272.02007-2012
        36254Angola2010f>=65yo286.02007-2012
        36255Angola2011f>=65yo346.02007-2012
        36256Angola2012f>=65yo384.02007-2012
        \n", + "
        " + ], + "text/plain": [ + " country year gender age_range cases year_range\n", + "65 Angola 2000 m <=14yo 186.0 2000-2006\n", + "66 Angola 2001 m <=14yo 230.0 2000-2006\n", + "67 Angola 2002 m <=14yo 435.0 2000-2006\n", + "68 Angola 2003 m <=14yo 409.0 2000-2006\n", + "69 Angola 2004 m <=14yo 554.0 2000-2006\n", + "70 Angola 2005 m <=14yo 520.0 2000-2006\n", + "71 Angola 2006 m <=14yo 540.0 2000-2006\n", + "72 Angola 2007 m <=14yo 484.0 2007-2012\n", + "73 Angola 2008 m <=14yo 367.0 2007-2012\n", + "74 Angola 2009 m <=14yo 392.0 2007-2012\n", + "75 Angola 2010 m <=14yo 448.0 2007-2012\n", + "76 Angola 2011 m <=14yo 501.0 2007-2012\n", + "77 Angola 2012 m <=14yo 390.0 2007-2012\n", + "2848 Angola 2000 m 15-24yo 999.0 2000-2006\n", + "2849 Angola 2001 m 15-24yo 892.0 2000-2006\n", + "2850 Angola 2002 m 15-24yo 2223.0 2000-2006\n", + "2851 Angola 2003 m 15-24yo 2355.0 2000-2006\n", + "2852 Angola 2004 m 15-24yo 2684.0 2000-2006\n", + "2853 Angola 2005 m 15-24yo 2549.0 2000-2006\n", + "2854 Angola 2006 m 15-24yo 2632.0 2000-2006\n", + "2855 Angola 2007 m 15-24yo 2824.0 2007-2012\n", + "2856 Angola 2008 m 15-24yo 2970.0 2007-2012\n", + "2857 Angola 2009 m 15-24yo 3054.0 2007-2012\n", + "2858 Angola 2010 m 15-24yo 2900.0 2007-2012\n", + "2859 Angola 2011 m 15-24yo 3000.0 2007-2012\n", + "2860 Angola 2012 m 15-24yo 2804.0 2007-2012\n", + "5631 Angola 2000 m 25-34yo 1003.0 2000-2006\n", + "5632 Angola 2001 m 25-34yo 752.0 2000-2006\n", + "5633 Angola 2002 m 25-34yo 2292.0 2000-2006\n", + "5634 Angola 2003 m 25-34yo 2598.0 2000-2006\n", + "5635 Angola 2004 m 25-34yo 2659.0 2000-2006\n", + "5636 Angola 2005 m 25-34yo 2797.0 2000-2006\n", + "5637 Angola 2006 m 25-34yo 3049.0 2000-2006\n", + "5638 Angola 2007 m 25-34yo 3197.0 2007-2012\n", + "5639 Angola 2008 m 25-34yo 3493.0 2007-2012\n", + "5640 Angola 2009 m 25-34yo 3600.0 2007-2012\n", + "5641 Angola 2010 m 25-34yo 3584.0 2007-2012\n", + "5642 Angola 2011 m 25-34yo 3792.0 2007-2012\n", + "5643 Angola 2012 m 25-34yo 3627.0 2007-2012\n", + "8414 Angola 2000 m 35-44yo 912.0 2000-2006\n", + "8415 Angola 2001 m 35-44yo 648.0 2000-2006\n", + "8416 Angola 2002 m 35-44yo 1915.0 2000-2006\n", + "8417 Angola 2003 m 35-44yo 1908.0 2000-2006\n", + "8418 Angola 2004 m 35-44yo 1998.0 2000-2006\n", + "8419 Angola 2005 m 35-44yo 1918.0 2000-2006\n", + "8420 Angola 2006 m 35-44yo 2182.0 2000-2006\n", + "8421 Angola 2007 m 35-44yo 2255.0 2007-2012\n", + "8422 Angola 2008 m 35-44yo 2418.0 2007-2012\n", + "8423 Angola 2009 m 35-44yo 2420.0 2007-2012\n", + "8424 Angola 2010 m 35-44yo 2415.0 2007-2012\n", + "8425 Angola 2011 m 35-44yo 2386.0 2007-2012\n", + "8426 Angola 2012 m 35-44yo 2529.0 2007-2012\n", + "11197 Angola 2000 m 45-54yo 482.0 2000-2006\n", + "11198 Angola 2001 m 45-54yo 420.0 2000-2006\n", + "11199 Angola 2002 m 45-54yo 1187.0 2000-2006\n", + "11200 Angola 2003 m 45-54yo 1090.0 2000-2006\n", + "11201 Angola 2004 m 45-54yo 1196.0 2000-2006\n", + "11202 Angola 2005 m 45-54yo 1255.0 2000-2006\n", + "11203 Angola 2006 m 45-54yo 1397.0 2000-2006\n", + "11204 Angola 2007 m 45-54yo 1357.0 2007-2012\n", + "11205 Angola 2008 m 45-54yo 1480.0 2007-2012\n", + "11206 Angola 2009 m 45-54yo 1590.0 2007-2012\n", + "11207 Angola 2010 m 45-54yo 1424.0 2007-2012\n", + "11208 Angola 2011 m 45-54yo 1395.0 2007-2012\n", + "11209 Angola 2012 m 45-54yo 1427.0 2007-2012\n", + "13980 Angola 2000 m 55-64yo 312.0 2000-2006\n", + "13981 Angola 2001 m 55-64yo 197.0 2000-2006\n", + "13982 Angola 2002 m 55-64yo 624.0 2000-2006\n", + "13983 Angola 2003 m 55-64yo 512.0 2000-2006\n", + "13984 Angola 2004 m 55-64yo 561.0 2000-2006\n", + "13985 Angola 2005 m 55-64yo 665.0 2000-2006\n", + "13986 Angola 2006 m 55-64yo 729.0 2000-2006\n", + "13987 Angola 2007 m 55-64yo 699.0 2007-2012\n", + "13988 Angola 2008 m 55-64yo 733.0 2007-2012\n", + "13989 Angola 2009 m 55-64yo 748.0 2007-2012\n", + "13990 Angola 2010 m 55-64yo 691.0 2007-2012\n", + "13991 Angola 2011 m 55-64yo 680.0 2007-2012\n", + "13992 Angola 2012 m 55-64yo 732.0 2007-2012\n", + "16763 Angola 2000 m >=65yo 194.0 2000-2006\n", + "16764 Angola 2001 m >=65yo 173.0 2000-2006\n", + "16765 Angola 2002 m >=65yo 444.0 2000-2006\n", + "16766 Angola 2003 m >=65yo 361.0 2000-2006\n", + "16767 Angola 2004 m >=65yo 321.0 2000-2006\n", + "16768 Angola 2005 m >=65yo 461.0 2000-2006\n", + "16769 Angola 2006 m >=65yo 428.0 2000-2006\n", + "16770 Angola 2007 m >=65yo 465.0 2007-2012\n", + "16771 Angola 2008 m >=65yo 420.0 2007-2012\n", + "16772 Angola 2009 m >=65yo 463.0 2007-2012\n", + "16773 Angola 2010 m >=65yo 355.0 2007-2012\n", + "16774 Angola 2011 m >=65yo 455.0 2007-2012\n", + "16775 Angola 2012 m >=65yo 424.0 2007-2012\n", + "19546 Angola 2000 f <=14yo 247.0 2000-2006\n", + "19547 Angola 2001 f <=14yo 279.0 2000-2006\n", + "19548 Angola 2002 f <=14yo 640.0 2000-2006\n", + "19549 Angola 2003 f <=14yo 591.0 2000-2006\n", + "19550 Angola 2004 f <=14yo 733.0 2000-2006\n", + "19551 Angola 2005 f <=14yo 704.0 2000-2006\n", + "19552 Angola 2006 f <=14yo 689.0 2000-2006\n", + "19553 Angola 2007 f <=14yo 703.0 2007-2012\n", + "19554 Angola 2008 f <=14yo 512.0 2007-2012\n", + "19555 Angola 2009 f <=14yo 568.0 2007-2012\n", + "19556 Angola 2010 f <=14yo 558.0 2007-2012\n", + "19557 Angola 2011 f <=14yo 708.0 2007-2012\n", + "19558 Angola 2012 f <=14yo 592.0 2007-2012\n", + "22329 Angola 2000 f 15-24yo 1142.0 2000-2006\n", + "22330 Angola 2001 f 15-24yo 993.0 2000-2006\n", + "22331 Angola 2002 f 15-24yo 2610.0 2000-2006\n", + "22332 Angola 2003 f 15-24yo 3078.0 2000-2006\n", + "22333 Angola 2004 f 15-24yo 3198.0 2000-2006\n", + "22334 Angola 2005 f 15-24yo 2926.0 2000-2006\n", + "22335 Angola 2006 f 15-24yo 2851.0 2000-2006\n", + "22336 Angola 2007 f 15-24yo 2943.0 2007-2012\n", + "22337 Angola 2008 f 15-24yo 3199.0 2007-2012\n", + "22338 Angola 2009 f 15-24yo 3152.0 2007-2012\n", + "22339 Angola 2010 f 15-24yo 2763.0 2007-2012\n", + "22340 Angola 2011 f 15-24yo 2731.0 2007-2012\n", + "22341 Angola 2012 f 15-24yo 2501.0 2007-2012\n", + "25112 Angola 2000 f 25-34yo 1091.0 2000-2006\n", + "25113 Angola 2001 f 25-34yo 869.0 2000-2006\n", + "25114 Angola 2002 f 25-34yo 2208.0 2000-2006\n", + "25115 Angola 2003 f 25-34yo 2641.0 2000-2006\n", + "25116 Angola 2004 f 25-34yo 2772.0 2000-2006\n", + "25117 Angola 2005 f 25-34yo 2682.0 2000-2006\n", + "25118 Angola 2006 f 25-34yo 2892.0 2000-2006\n", + "25119 Angola 2007 f 25-34yo 2721.0 2007-2012\n", + "25120 Angola 2008 f 25-34yo 2786.0 2007-2012\n", + "25121 Angola 2009 f 25-34yo 2798.0 2007-2012\n", + "25122 Angola 2010 f 25-34yo 2594.0 2007-2012\n", + "25123 Angola 2011 f 25-34yo 2563.0 2007-2012\n", + "25124 Angola 2012 f 25-34yo 2540.0 2007-2012\n", + "27895 Angola 2000 f 35-44yo 844.0 2000-2006\n", + "27896 Angola 2001 f 35-44yo 647.0 2000-2006\n", + "27897 Angola 2002 f 35-44yo 1600.0 2000-2006\n", + "27898 Angola 2003 f 35-44yo 1747.0 2000-2006\n", + "27899 Angola 2004 f 35-44yo 1854.0 2000-2006\n", + "27900 Angola 2005 f 35-44yo 1797.0 2000-2006\n", + "27901 Angola 2006 f 35-44yo 1990.0 2000-2006\n", + "27902 Angola 2007 f 35-44yo 1812.0 2007-2012\n", + "27903 Angola 2008 f 35-44yo 2082.0 2007-2012\n", + "27904 Angola 2009 f 35-44yo 1790.0 2007-2012\n", + "27905 Angola 2010 f 35-44yo 1688.0 2007-2012\n", + "27906 Angola 2011 f 35-44yo 1683.0 2007-2012\n", + "27907 Angola 2012 f 35-44yo 1617.0 2007-2012\n", + "30678 Angola 2000 f 45-54yo 417.0 2000-2006\n", + "30679 Angola 2001 f 45-54yo 323.0 2000-2006\n", + "30680 Angola 2002 f 45-54yo 972.0 2000-2006\n", + "30681 Angola 2003 f 45-54yo 1157.0 2000-2006\n", + "30682 Angola 2004 f 45-54yo 1029.0 2000-2006\n", + "30683 Angola 2005 f 45-54yo 1138.0 2000-2006\n", + "30684 Angola 2006 f 45-54yo 1223.0 2000-2006\n", + "30685 Angola 2007 f 45-54yo 1041.0 2007-2012\n", + "30686 Angola 2008 f 45-54yo 1209.0 2007-2012\n", + "30687 Angola 2009 f 45-54yo 1069.0 2007-2012\n", + "30688 Angola 2010 f 45-54yo 958.0 2007-2012\n", + "30689 Angola 2011 f 45-54yo 1006.0 2007-2012\n", + "30690 Angola 2012 f 45-54yo 1028.0 2007-2012\n", + "33461 Angola 2000 f 55-64yo 200.0 2000-2006\n", + "33462 Angola 2001 f 55-64yo 200.0 2000-2006\n", + "33463 Angola 2002 f 55-64yo 533.0 2000-2006\n", + "33464 Angola 2003 f 55-64yo 395.0 2000-2006\n", + "33465 Angola 2004 f 55-64yo 505.0 2000-2006\n", + "33466 Angola 2005 f 55-64yo 581.0 2000-2006\n", + "33467 Angola 2006 f 55-64yo 583.0 2000-2006\n", + "33468 Angola 2007 f 55-64yo 554.0 2007-2012\n", + "33469 Angola 2008 f 55-64yo 556.0 2007-2012\n", + "33470 Angola 2009 f 55-64yo 572.0 2007-2012\n", + "33471 Angola 2010 f 55-64yo 482.0 2007-2012\n", + "33472 Angola 2011 f 55-64yo 457.0 2007-2012\n", + "33473 Angola 2012 f 55-64yo 529.0 2007-2012\n", + "36244 Angola 2000 f >=65yo 120.0 2000-2006\n", + "36245 Angola 2001 f >=65yo 182.0 2000-2006\n", + "36246 Angola 2002 f >=65yo 305.0 2000-2006\n", + "36247 Angola 2003 f >=65yo 129.0 2000-2006\n", + "36248 Angola 2004 f >=65yo 269.0 2000-2006\n", + "36249 Angola 2005 f >=65yo 417.0 2000-2006\n", + "36250 Angola 2006 f >=65yo 314.0 2000-2006\n", + "36251 Angola 2007 f >=65yo 367.0 2007-2012\n", + "36252 Angola 2008 f >=65yo 337.0 2007-2012\n", + "36253 Angola 2009 f >=65yo 272.0 2007-2012\n", + "36254 Angola 2010 f >=65yo 286.0 2007-2012\n", + "36255 Angola 2011 f >=65yo 346.0 2007-2012\n", + "36256 Angola 2012 f >=65yo 384.0 2007-2012" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Add a new column, containing the year range\n", + "tb['year_range'] = (\n", + " tb['year']\n", + " .between(2000, 2006)\n", + " .map({True: '2000-2006', False: '2007-2012'})\n", + ")\n", + "tb[tb['country'] == 'Angola']" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "e987b783", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        genderfm
        countryyear_range
        Afghanistan2000-200634579.016426.0
        2007-201253159.025748.0
        Albania2000-2006441.0920.0
        2007-2012310.0706.0
        Algeria2000-200622993.032926.0
        2007-201218904.030182.0
        American Samoa2000-200611.06.0
        2007-20120.00.0
        Andorra2000-200610.018.0
        2007-20125.05.0
        Angola2000-200657307.056848.0
        2007-201259057.071388.0
        Anguilla2000-20061.00.0
        2007-20120.01.0
        Antigua and Barbuda2000-200611.05.0
        2007-20122.018.0
        Argentina2000-200614527.019357.0
        2007-201212051.015187.0
        Armenia2000-2006681.03220.0
        2007-2012491.01916.0
        Aruba2000-20060.00.0
        2007-201211.010.0
        Australia2000-2006547.0915.0
        2007-2012706.01003.0
        Austria2000-2006456.01186.0
        2007-2012182.0361.0
        Azerbaijan2000-20061559.05913.0
        2007-20121078.03082.0
        Bahamas2000-200676.0109.0
        2007-201250.0102.0
        Bahrain2000-200663.0140.0
        2007-2012198.0454.0
        Bangladesh2000-2006133757.0294417.0
        2007-2012175795.0346381.0
        Barbados2000-200612.026.0
        2007-20126.011.0
        Belarus2000-20061031.04247.0
        2007-20121648.05427.0
        Belgium2000-2006692.01588.0
        2007-2012533.01092.0
        Belize2000-2006140.0243.0
        2007-2012148.0326.0
        Benin2000-20066405.011283.0
        2007-20126316.011855.0
        Bermuda2000-20061.01.0
        2007-20121.01.0
        Bhutan2000-20061040.01356.0
        2007-20121301.01257.0
        Bolivia (Plurinational State of)2000-200618089.026493.0
        2007-201213521.020791.0
        Bonaire, Saint Eustatius and Saba2007-20120.00.0
        Bosnia and Herzegovina2000-20061982.02669.0
        2007-20121076.01603.0
        Botswana2000-20069650.012441.0
        2007-20127660.09792.0
        Brazil2000-2006113354.0211322.0
        2007-201273972.0159616.0
        British Virgin Islands2000-20062.02.0
        2007-20120.01.0
        Brunei Darussalam2000-2006251.0400.0
        2007-2012294.0480.0
        Bulgaria2000-20061937.04233.0
        2007-20121501.03758.0
        Burkina Faso2000-20064170.08743.0
        2007-20125765.012740.0
        Burundi2000-20067043.011273.0
        2007-20128205.015699.0
        Cabo Verde2000-2006309.0471.0
        2007-2012268.0630.0
        Cambodia2000-200660829.063809.0
        2007-201249450.055865.0
        Cameroon2000-200625588.038214.0
        2007-201234545.051806.0
        Canada2000-20061265.01702.0
        2007-20121041.01615.0
        Cayman Islands2000-20061.06.0
        2007-20121.08.0
        Central African Republic2000-20065980.07685.0
        2007-20129510.011593.0
        Chad2000-20064694.07208.0
        2007-20126377.012948.0
        Chile2000-20063058.06281.0
        2007-20122186.04761.0
        China2000-2006692350.01522330.0
        2007-2012716717.01784144.0
        China, Hong Kong SAR2000-20063792.08483.0
        2007-20122754.05968.0
        China, Macao SAR2000-2006284.0699.0
        2007-2012302.0644.0
        Colombia2000-200621225.031804.0
        2007-201216508.025150.0
        Comoros2000-2006192.0253.0
        2007-201293.0193.0
        Congo2000-20065314.06160.0
        2007-20129625.011880.0
        Cook Islands2000-20060.05.0
        2007-20121.03.0
        Costa Rica2000-2006886.01641.0
        2007-2012583.01099.0
        Cote d'Ivoire2000-200628598.040932.0
        2007-201234650.052222.0
        Croatia2000-2006960.01931.0
        2007-2012369.0785.0
        Cuba2000-2006872.02762.0
        2007-2012495.01694.0
        Curacao2007-20123.03.0
        Cyprus2000-200613.035.0
        2007-201228.032.0
        Czech Republic2000-2006632.01703.0
        2007-2012319.01010.0
        Democratic People's Republic of Korea2000-200646809.074757.0
        2007-201264750.0110640.0
        Democratic Republic of the Congo2000-2006170192.0192935.0
        2007-2012193001.0229162.0
        Denmark2000-2006370.0601.0
        2007-2012228.0463.0
        Djibouti2000-20062755.05755.0
        2007-20122672.04975.0
        Dominica2000-20065.05.0
        2007-20126.019.0
        Dominican Republic2000-20066419.09800.0
        2007-20125481.08887.0
        Ecuador2000-20066807.09901.0
        2007-20127696.013212.0
        Egypt2000-200610845.021086.0
        2007-20129385.019162.0
        El Salvador2000-20062677.04082.0
        2007-20122230.03915.0
        Equatorial Guinea2000-2006161.0245.0
        2007-2012908.01251.0
        Eritrea2000-20062608.02270.0
        2007-20121392.01715.0
        Estonia2000-2006368.01015.0
        2007-2012200.0575.0
        Ethiopia2000-2006116094.0140312.0
        2007-201297671.0121887.0
        Fiji2000-2006209.0334.0
        2007-2012245.0289.0
        Finland2000-2006312.0583.0
        2007-2012173.0345.0
        France2000-20064243.08166.0
        2007-20122523.04343.0
        French Polynesia2000-200690.0108.0
        2007-201252.062.0
        Gabon2000-20062776.04131.0
        2007-20123096.04693.0
        Gambia2000-20061613.03805.0
        2007-20122186.04578.0
        Georgia2000-20061971.06242.0
        2007-20122709.08892.0
        Germany2000-20062266.04311.0
        2007-20122466.04756.0
        Ghana2000-200618497.034527.0
        2007-201212728.025325.0
        Greece2000-2006379.0923.0
        2007-2012329.0827.0
        Greenland2000-20060.00.0
        2007-201251.078.0
        Grenada2000-20062.02.0
        2007-20124.014.0
        Guam2000-200697.0179.0
        2007-201249.0108.0
        Guatemala2000-20065596.06544.0
        2007-20124701.05408.0
        Guinea2000-200611207.021725.0
        2007-201212965.024187.0
        Guinea-Bissau2000-20062285.03451.0
        2007-20122537.03945.0
        Guyana2000-2006916.01962.0
        2007-2012514.01324.0
        Haiti2000-200623235.023307.0
        2007-201220461.021527.0
        Honduras2000-20067230.08965.0
        2007-20124653.06958.0
        Hungary2000-2006897.02514.0
        2007-2012538.01349.0
        Iceland2000-20066.09.0
        2007-20129.09.0
        India2000-2006828474.01848348.0
        2007-20121143930.02590830.0
        Indonesia2000-2006286538.0399164.0
        2007-2012440227.0639461.0
        Iran (Islamic Republic of)2000-200617795.017946.0
        2007-201215264.015447.0
        Iraq2000-20067994.015159.0
        2007-20127963.010697.0
        Ireland2000-2006246.0441.0
        2007-2012247.0501.0
        Israel2000-2006466.0738.0
        2007-2012260.0460.0
        Italy2000-20062360.04445.0
        2007-20121789.03054.0
        Jamaica2000-2006139.0350.0
        2007-2012125.0262.0
        Japan2000-200623230.053242.0
        2007-201217028.034090.0
        Jordan2000-2006227.0436.0
        2007-2012292.0335.0
        Kazakhstan2000-200618320.030157.0
        2007-201211542.019017.0
        Kenya2000-2006106531.0146717.0
        2007-201287519.0135336.0
        Kiribati2000-2006324.0366.0
        2007-2012379.0408.0
        Kuwait2000-2006524.0956.0
        2007-2012829.01111.0
        Kyrgyzstan2000-20064503.07007.0
        2007-20124020.05823.0
        Lao People's Democratic Republic2000-20065757.09100.0
        2007-20127258.011391.0
        Latvia2000-20061097.03094.0
        2007-2012561.01658.0
        Lebanon2000-2006430.0613.0
        2007-2012641.0461.0
        Lesotho2000-20069791.012371.0
        2007-20128313.010721.0
        Liberia2000-20065500.07301.0
        2007-20128517.010714.0
        Libya2000-2006847.03092.0
        2007-2012842.02754.0
        Lithuania2000-20061677.04595.0
        2007-20121181.03497.0
        Luxembourg2000-200644.068.0
        2007-20120.01.0
        Madagascar2000-200629552.042855.0
        2007-201239949.057554.0
        Malawi2000-200624471.024994.0
        2007-201219560.024546.0
        Malaysia2000-200623938.052440.0
        2007-201222941.046467.0
        Maldives2000-2006169.0268.0
        2007-201297.0200.0
        Mali2000-20066028.012665.0
        2007-20128393.016587.0
        Malta2000-20064.021.0
        2007-201211.044.0
        Marshall Islands2000-2006159.0152.0
        2007-2012133.0126.0
        Mauritania2000-2006902.02246.0
        2007-20122577.06288.0
        Mauritius2000-2006180.0432.0
        2007-2012181.0411.0
        Mexico2000-200633134.053218.0
        2007-201228000.045866.0
        Micronesia (Federated States of)2000-2006116.093.0
        2007-2012150.0135.0
        Monaco2000-20060.00.0
        2007-20120.00.0
        Mongolia2000-20065583.06454.0
        2007-20124674.06105.0
        Montenegro2000-200642.080.0
        2007-2012122.0168.0
        Montserrat2000-20060.03.0
        2007-20121.00.0
        Morocco2000-200630252.058497.0
        2007-201221326.049976.0
        Mozambique2000-20060.00.0
        2007-20120.00.0
        Myanmar2000-200667403.0130337.0
        2007-201286520.0166258.0
        Namibia2000-200614772.019685.0
        2007-201212062.015865.0
        Nauru2000-20065.05.0
        2007-20123.07.0
        Nepal2000-200632414.066254.0
        2007-201227740.058736.0
        Netherlands2000-2006593.01258.0
        2007-2012388.0712.0
        Netherlands Antilles2000-200612.040.0
        2007-20120.00.0
        New Caledonia2000-200663.086.0
        2007-201226.054.0
        New Zealand2000-2006295.0335.0
        2007-2012237.0277.0
        Nicaragua2000-20064244.05319.0
        2007-20122493.03354.0
        Niger2000-20064789.012190.0
        2007-20129799.027912.0
        Nigeria2000-200680330.0111660.0
        2007-2012111620.0169039.0
        Niue2000-20061.00.0
        2007-20120.00.0
        Northern Mariana Islands2000-200696.0111.0
        2007-201232.054.0
        Norway2000-2006129.0175.0
        2007-2012107.0181.0
        Oman2000-2006453.0692.0
        2007-2012404.0655.0
        Pakistan2000-200694064.099216.0
        2007-2012297873.0313604.0
        Palau2000-200611.023.0
        2007-201211.017.0
        Panama2000-20061902.03346.0
        2007-20121760.03080.0
        Papua New Guinea2000-20063225.03434.0
        2007-20124573.04870.0
        Paraguay2000-20062815.05061.0
        2007-20122488.05652.0
        Peru2000-200646298.062229.0
        2007-201215103.020100.0
        Philippines2000-200696966.0216914.0
        2007-2012159419.0377739.0
        Poland2000-20066560.015001.0
        2007-20124465.011174.0
        Portugal2000-20062962.08464.0
        2007-20121607.04513.0
        Puerto Rico2000-2006157.0332.0
        2007-201272.0173.0
        Qatar2000-2006114.0399.0
        2007-2012168.0967.0
        Republic of Korea2000-200628390.048574.0
        2007-201227674.041026.0
        Republic of Moldova2000-20062053.06568.0
        2007-20121847.06499.0
        Romania2000-200621126.052827.0
        2007-201214688.035758.0
        Russian Federation2000-200635450.0113330.0
        2007-201249652.0138825.0
        Rwanda2000-20067350.012980.0
        2007-20128444.015133.0
        Saint Kitts and Nevis2000-20063.01.0
        2007-20125.013.0
        Saint Lucia2000-200629.048.0
        2007-201218.052.0
        Saint Vincent and the Grenadines2000-200610.031.0
        2007-201212.039.0
        Samoa2000-200641.041.0
        2007-20121151.0239.0
        San Marino2000-20060.01.0
        2007-20120.00.0
        Sao Tome and Principe2000-2006193.0213.0
        2007-2012125.0196.0
        Saudi Arabia2000-20064572.07073.0
        2007-20124883.07795.0
        Senegal2000-200613910.030431.0
        2007-201214339.032003.0
        Serbia2000-2006868.01364.0
        2007-20122308.03456.0
        Serbia & Montenegro2000-20061078.01632.0
        Seychelles2000-200617.042.0
        2007-20129.026.0
        Sierra Leone2000-20069201.014748.0
        2007-201214769.024760.0
        Singapore2000-2006862.02466.0
        2007-2012861.02520.0
        Sint Maarten (Dutch part)2007-20124.02.0
        Slovakia2000-2006437.0897.0
        2007-2012207.0520.0
        Slovenia2000-2006281.0530.0
        2007-2012153.0296.0
        Solomon Islands2000-2006427.0373.0
        2007-2012447.0422.0
        Somalia2000-200613763.024980.0
        2007-201212759.023174.0
        South Africa2000-2006264248.0341088.0
        2007-2012363623.0432029.0
        South Sudan2007-20122073.03844.0
        Spain2000-20064180.08889.0
        2007-20123834.07440.0
        Sri Lanka2000-20068386.022441.0
        2007-20127215.020056.0
        Sudan2000-200632121.048022.0
        2007-201221751.036028.0
        Suriname2000-200693.0235.0
        2007-2012129.0297.0
        Swaziland2000-20066696.07019.0
        2007-20128801.08455.0
        Sweden2000-2006352.0449.0
        2007-2012251.0366.0
        Switzerland2000-2006227.0386.0
        2007-2012190.0279.0
        Syrian Arab Republic2000-20063582.06609.0
        2007-20122361.04011.0
        Tajikistan2000-20061521.02208.0
        2007-20125599.07163.0
        Thailand2000-200655379.0130832.0
        2007-201256286.0131516.0
        The Former Yugoslav Republic of Macedonia2000-2006474.0812.0
        2007-2012345.0661.0
        Timor-Leste2000-20062150.02903.0
        2007-20122807.03442.0
        Togo2000-20063449.05429.0
        2007-20124884.07644.0
        Tokelau2000-20060.00.0
        2007-20120.00.0
        Tonga2000-200633.049.0
        2007-201222.030.0
        Trinidad and Tobago2000-2006244.0579.0
        2007-2012233.0644.0
        Tunisia2000-20061803.04931.0
        2007-20121730.04290.0
        Turkey2000-20064219.011395.0
        2007-201210003.025411.0
        Turkmenistan2000-20062777.05187.0
        2007-20122744.04772.0
        Turks and Caicos Islands2000-200610.05.0
        2007-20125.011.0
        Tuvalu2000-200610.016.0
        2007-201225.024.0
        US Virgin Islands2000-20060.00.0
        2007-20120.00.0
        Uganda2000-200656500.079555.0
        2007-201251566.088857.0
        Ukraine2000-200611481.038200.0
        2007-201218694.056689.0
        United Arab Emirates2000-2006143.0170.0
        2007-2012131.0185.0
        United Kingdom of Great Britain and Northern Ireland2000-20063546.05285.0
        2007-20123176.04947.0
        United Republic of Tanzania2000-200665505.0108065.0
        2007-201253863.093848.0
        United States of America2000-200612047.025716.0
        2007-20127909.016479.0
        Uruguay2000-2006727.01641.0
        2007-2012718.01762.0
        Uzbekistan2000-200613706.018760.0
        2007-201212143.016336.0
        Vanuatu2000-2006154.0186.0
        2007-2012145.0121.0
        Venezuela (Bolivarian Republic of)2000-20067215.011087.0
        2007-20127934.012160.0
        Viet Nam2000-2006112399.0278116.0
        2007-201280950.0232357.0
        Wallis and Futuna Islands2000-20067.010.0
        2007-20121.05.0
        West Bank and Gaza Strip2000-200614.028.0
        2007-201224.057.0
        Yemen2000-200612969.015771.0
        2007-20129279.011414.0
        Zambia2000-200641179.053162.0
        2007-201225435.038711.0
        Zimbabwe2000-200630699.035504.0
        2007-201231121.035900.0
        \n", + "
        " + ], + "text/plain": [ + "gender f \\\n", + "country year_range \n", + "Afghanistan 2000-2006 34579.0 \n", + " 2007-2012 53159.0 \n", + "Albania 2000-2006 441.0 \n", + " 2007-2012 310.0 \n", + "Algeria 2000-2006 22993.0 \n", + " 2007-2012 18904.0 \n", + "American Samoa 2000-2006 11.0 \n", + " 2007-2012 0.0 \n", + "Andorra 2000-2006 10.0 \n", + " 2007-2012 5.0 \n", + "Angola 2000-2006 57307.0 \n", + " 2007-2012 59057.0 \n", + "Anguilla 2000-2006 1.0 \n", + " 2007-2012 0.0 \n", + "Antigua and Barbuda 2000-2006 11.0 \n", + " 2007-2012 2.0 \n", + "Argentina 2000-2006 14527.0 \n", + " 2007-2012 12051.0 \n", + "Armenia 2000-2006 681.0 \n", + " 2007-2012 491.0 \n", + "Aruba 2000-2006 0.0 \n", + " 2007-2012 11.0 \n", + "Australia 2000-2006 547.0 \n", + " 2007-2012 706.0 \n", + "Austria 2000-2006 456.0 \n", + " 2007-2012 182.0 \n", + "Azerbaijan 2000-2006 1559.0 \n", + " 2007-2012 1078.0 \n", + "Bahamas 2000-2006 76.0 \n", + " 2007-2012 50.0 \n", + "Bahrain 2000-2006 63.0 \n", + " 2007-2012 198.0 \n", + "Bangladesh 2000-2006 133757.0 \n", + " 2007-2012 175795.0 \n", + "Barbados 2000-2006 12.0 \n", + " 2007-2012 6.0 \n", + "Belarus 2000-2006 1031.0 \n", + " 2007-2012 1648.0 \n", + "Belgium 2000-2006 692.0 \n", + " 2007-2012 533.0 \n", + "Belize 2000-2006 140.0 \n", + " 2007-2012 148.0 \n", + "Benin 2000-2006 6405.0 \n", + " 2007-2012 6316.0 \n", + "Bermuda 2000-2006 1.0 \n", + " 2007-2012 1.0 \n", + "Bhutan 2000-2006 1040.0 \n", + " 2007-2012 1301.0 \n", + "Bolivia (Plurinational State of) 2000-2006 18089.0 \n", + " 2007-2012 13521.0 \n", + "Bonaire, Saint Eustatius and Saba 2007-2012 0.0 \n", + "Bosnia and Herzegovina 2000-2006 1982.0 \n", + " 2007-2012 1076.0 \n", + "Botswana 2000-2006 9650.0 \n", + " 2007-2012 7660.0 \n", + "Brazil 2000-2006 113354.0 \n", + " 2007-2012 73972.0 \n", + "British Virgin Islands 2000-2006 2.0 \n", + " 2007-2012 0.0 \n", + "Brunei Darussalam 2000-2006 251.0 \n", + " 2007-2012 294.0 \n", + "Bulgaria 2000-2006 1937.0 \n", + " 2007-2012 1501.0 \n", + "Burkina Faso 2000-2006 4170.0 \n", + " 2007-2012 5765.0 \n", + "Burundi 2000-2006 7043.0 \n", + " 2007-2012 8205.0 \n", + "Cabo Verde 2000-2006 309.0 \n", + " 2007-2012 268.0 \n", + "Cambodia 2000-2006 60829.0 \n", + " 2007-2012 49450.0 \n", + "Cameroon 2000-2006 25588.0 \n", + " 2007-2012 34545.0 \n", + "Canada 2000-2006 1265.0 \n", + " 2007-2012 1041.0 \n", + "Cayman Islands 2000-2006 1.0 \n", + " 2007-2012 1.0 \n", + "Central African Republic 2000-2006 5980.0 \n", + " 2007-2012 9510.0 \n", + "Chad 2000-2006 4694.0 \n", + " 2007-2012 6377.0 \n", + "Chile 2000-2006 3058.0 \n", + " 2007-2012 2186.0 \n", + "China 2000-2006 692350.0 \n", + " 2007-2012 716717.0 \n", + "China, Hong Kong SAR 2000-2006 3792.0 \n", + " 2007-2012 2754.0 \n", + "China, Macao SAR 2000-2006 284.0 \n", + " 2007-2012 302.0 \n", + "Colombia 2000-2006 21225.0 \n", + " 2007-2012 16508.0 \n", + "Comoros 2000-2006 192.0 \n", + " 2007-2012 93.0 \n", + "Congo 2000-2006 5314.0 \n", + " 2007-2012 9625.0 \n", + "Cook Islands 2000-2006 0.0 \n", + " 2007-2012 1.0 \n", + "Costa Rica 2000-2006 886.0 \n", + " 2007-2012 583.0 \n", + "Cote d'Ivoire 2000-2006 28598.0 \n", + " 2007-2012 34650.0 \n", + "Croatia 2000-2006 960.0 \n", + " 2007-2012 369.0 \n", + "Cuba 2000-2006 872.0 \n", + " 2007-2012 495.0 \n", + "Curacao 2007-2012 3.0 \n", + "Cyprus 2000-2006 13.0 \n", + " 2007-2012 28.0 \n", + "Czech Republic 2000-2006 632.0 \n", + " 2007-2012 319.0 \n", + "Democratic People's Republic of Korea 2000-2006 46809.0 \n", + " 2007-2012 64750.0 \n", + "Democratic Republic of the Congo 2000-2006 170192.0 \n", + " 2007-2012 193001.0 \n", + "Denmark 2000-2006 370.0 \n", + " 2007-2012 228.0 \n", + "Djibouti 2000-2006 2755.0 \n", + " 2007-2012 2672.0 \n", + "Dominica 2000-2006 5.0 \n", + " 2007-2012 6.0 \n", + "Dominican Republic 2000-2006 6419.0 \n", + " 2007-2012 5481.0 \n", + "Ecuador 2000-2006 6807.0 \n", + " 2007-2012 7696.0 \n", + "Egypt 2000-2006 10845.0 \n", + " 2007-2012 9385.0 \n", + "El Salvador 2000-2006 2677.0 \n", + " 2007-2012 2230.0 \n", + "Equatorial Guinea 2000-2006 161.0 \n", + " 2007-2012 908.0 \n", + "Eritrea 2000-2006 2608.0 \n", + " 2007-2012 1392.0 \n", + "Estonia 2000-2006 368.0 \n", + " 2007-2012 200.0 \n", + "Ethiopia 2000-2006 116094.0 \n", + " 2007-2012 97671.0 \n", + "Fiji 2000-2006 209.0 \n", + " 2007-2012 245.0 \n", + "Finland 2000-2006 312.0 \n", + " 2007-2012 173.0 \n", + "France 2000-2006 4243.0 \n", + " 2007-2012 2523.0 \n", + "French Polynesia 2000-2006 90.0 \n", + " 2007-2012 52.0 \n", + "Gabon 2000-2006 2776.0 \n", + " 2007-2012 3096.0 \n", + "Gambia 2000-2006 1613.0 \n", + " 2007-2012 2186.0 \n", + "Georgia 2000-2006 1971.0 \n", + " 2007-2012 2709.0 \n", + "Germany 2000-2006 2266.0 \n", + " 2007-2012 2466.0 \n", + "Ghana 2000-2006 18497.0 \n", + " 2007-2012 12728.0 \n", + "Greece 2000-2006 379.0 \n", + " 2007-2012 329.0 \n", + "Greenland 2000-2006 0.0 \n", + " 2007-2012 51.0 \n", + "Grenada 2000-2006 2.0 \n", + " 2007-2012 4.0 \n", + "Guam 2000-2006 97.0 \n", + " 2007-2012 49.0 \n", + "Guatemala 2000-2006 5596.0 \n", + " 2007-2012 4701.0 \n", + "Guinea 2000-2006 11207.0 \n", + " 2007-2012 12965.0 \n", + "Guinea-Bissau 2000-2006 2285.0 \n", + " 2007-2012 2537.0 \n", + "Guyana 2000-2006 916.0 \n", + " 2007-2012 514.0 \n", + "Haiti 2000-2006 23235.0 \n", + " 2007-2012 20461.0 \n", + "Honduras 2000-2006 7230.0 \n", + " 2007-2012 4653.0 \n", + "Hungary 2000-2006 897.0 \n", + " 2007-2012 538.0 \n", + "Iceland 2000-2006 6.0 \n", + " 2007-2012 9.0 \n", + "India 2000-2006 828474.0 \n", + " 2007-2012 1143930.0 \n", + "Indonesia 2000-2006 286538.0 \n", + " 2007-2012 440227.0 \n", + "Iran (Islamic Republic of) 2000-2006 17795.0 \n", + " 2007-2012 15264.0 \n", + "Iraq 2000-2006 7994.0 \n", + " 2007-2012 7963.0 \n", + "Ireland 2000-2006 246.0 \n", + " 2007-2012 247.0 \n", + "Israel 2000-2006 466.0 \n", + " 2007-2012 260.0 \n", + "Italy 2000-2006 2360.0 \n", + " 2007-2012 1789.0 \n", + "Jamaica 2000-2006 139.0 \n", + " 2007-2012 125.0 \n", + "Japan 2000-2006 23230.0 \n", + " 2007-2012 17028.0 \n", + "Jordan 2000-2006 227.0 \n", + " 2007-2012 292.0 \n", + "Kazakhstan 2000-2006 18320.0 \n", + " 2007-2012 11542.0 \n", + "Kenya 2000-2006 106531.0 \n", + " 2007-2012 87519.0 \n", + "Kiribati 2000-2006 324.0 \n", + " 2007-2012 379.0 \n", + "Kuwait 2000-2006 524.0 \n", + " 2007-2012 829.0 \n", + "Kyrgyzstan 2000-2006 4503.0 \n", + " 2007-2012 4020.0 \n", + "Lao People's Democratic Republic 2000-2006 5757.0 \n", + " 2007-2012 7258.0 \n", + "Latvia 2000-2006 1097.0 \n", + " 2007-2012 561.0 \n", + "Lebanon 2000-2006 430.0 \n", + " 2007-2012 641.0 \n", + "Lesotho 2000-2006 9791.0 \n", + " 2007-2012 8313.0 \n", + "Liberia 2000-2006 5500.0 \n", + " 2007-2012 8517.0 \n", + "Libya 2000-2006 847.0 \n", + " 2007-2012 842.0 \n", + "Lithuania 2000-2006 1677.0 \n", + " 2007-2012 1181.0 \n", + "Luxembourg 2000-2006 44.0 \n", + " 2007-2012 0.0 \n", + "Madagascar 2000-2006 29552.0 \n", + " 2007-2012 39949.0 \n", + "Malawi 2000-2006 24471.0 \n", + " 2007-2012 19560.0 \n", + "Malaysia 2000-2006 23938.0 \n", + " 2007-2012 22941.0 \n", + "Maldives 2000-2006 169.0 \n", + " 2007-2012 97.0 \n", + "Mali 2000-2006 6028.0 \n", + " 2007-2012 8393.0 \n", + "Malta 2000-2006 4.0 \n", + " 2007-2012 11.0 \n", + "Marshall Islands 2000-2006 159.0 \n", + " 2007-2012 133.0 \n", + "Mauritania 2000-2006 902.0 \n", + " 2007-2012 2577.0 \n", + "Mauritius 2000-2006 180.0 \n", + " 2007-2012 181.0 \n", + "Mexico 2000-2006 33134.0 \n", + " 2007-2012 28000.0 \n", + "Micronesia (Federated States of) 2000-2006 116.0 \n", + " 2007-2012 150.0 \n", + "Monaco 2000-2006 0.0 \n", + " 2007-2012 0.0 \n", + "Mongolia 2000-2006 5583.0 \n", + " 2007-2012 4674.0 \n", + "Montenegro 2000-2006 42.0 \n", + " 2007-2012 122.0 \n", + "Montserrat 2000-2006 0.0 \n", + " 2007-2012 1.0 \n", + "Morocco 2000-2006 30252.0 \n", + " 2007-2012 21326.0 \n", + "Mozambique 2000-2006 0.0 \n", + " 2007-2012 0.0 \n", + "Myanmar 2000-2006 67403.0 \n", + " 2007-2012 86520.0 \n", + "Namibia 2000-2006 14772.0 \n", + " 2007-2012 12062.0 \n", + "Nauru 2000-2006 5.0 \n", + " 2007-2012 3.0 \n", + "Nepal 2000-2006 32414.0 \n", + " 2007-2012 27740.0 \n", + "Netherlands 2000-2006 593.0 \n", + " 2007-2012 388.0 \n", + "Netherlands Antilles 2000-2006 12.0 \n", + " 2007-2012 0.0 \n", + "New Caledonia 2000-2006 63.0 \n", + " 2007-2012 26.0 \n", + "New Zealand 2000-2006 295.0 \n", + " 2007-2012 237.0 \n", + "Nicaragua 2000-2006 4244.0 \n", + " 2007-2012 2493.0 \n", + "Niger 2000-2006 4789.0 \n", + " 2007-2012 9799.0 \n", + "Nigeria 2000-2006 80330.0 \n", + " 2007-2012 111620.0 \n", + "Niue 2000-2006 1.0 \n", + " 2007-2012 0.0 \n", + "Northern Mariana Islands 2000-2006 96.0 \n", + " 2007-2012 32.0 \n", + "Norway 2000-2006 129.0 \n", + " 2007-2012 107.0 \n", + "Oman 2000-2006 453.0 \n", + " 2007-2012 404.0 \n", + "Pakistan 2000-2006 94064.0 \n", + " 2007-2012 297873.0 \n", + "Palau 2000-2006 11.0 \n", + " 2007-2012 11.0 \n", + "Panama 2000-2006 1902.0 \n", + " 2007-2012 1760.0 \n", + "Papua New Guinea 2000-2006 3225.0 \n", + " 2007-2012 4573.0 \n", + "Paraguay 2000-2006 2815.0 \n", + " 2007-2012 2488.0 \n", + "Peru 2000-2006 46298.0 \n", + " 2007-2012 15103.0 \n", + "Philippines 2000-2006 96966.0 \n", + " 2007-2012 159419.0 \n", + "Poland 2000-2006 6560.0 \n", + " 2007-2012 4465.0 \n", + "Portugal 2000-2006 2962.0 \n", + " 2007-2012 1607.0 \n", + "Puerto Rico 2000-2006 157.0 \n", + " 2007-2012 72.0 \n", + "Qatar 2000-2006 114.0 \n", + " 2007-2012 168.0 \n", + "Republic of Korea 2000-2006 28390.0 \n", + " 2007-2012 27674.0 \n", + "Republic of Moldova 2000-2006 2053.0 \n", + " 2007-2012 1847.0 \n", + "Romania 2000-2006 21126.0 \n", + " 2007-2012 14688.0 \n", + "Russian Federation 2000-2006 35450.0 \n", + " 2007-2012 49652.0 \n", + "Rwanda 2000-2006 7350.0 \n", + " 2007-2012 8444.0 \n", + "Saint Kitts and Nevis 2000-2006 3.0 \n", + " 2007-2012 5.0 \n", + "Saint Lucia 2000-2006 29.0 \n", + " 2007-2012 18.0 \n", + "Saint Vincent and the Grenadines 2000-2006 10.0 \n", + " 2007-2012 12.0 \n", + "Samoa 2000-2006 41.0 \n", + " 2007-2012 1151.0 \n", + "San Marino 2000-2006 0.0 \n", + " 2007-2012 0.0 \n", + "Sao Tome and Principe 2000-2006 193.0 \n", + " 2007-2012 125.0 \n", + "Saudi Arabia 2000-2006 4572.0 \n", + " 2007-2012 4883.0 \n", + "Senegal 2000-2006 13910.0 \n", + " 2007-2012 14339.0 \n", + "Serbia 2000-2006 868.0 \n", + " 2007-2012 2308.0 \n", + "Serbia & Montenegro 2000-2006 1078.0 \n", + "Seychelles 2000-2006 17.0 \n", + " 2007-2012 9.0 \n", + "Sierra Leone 2000-2006 9201.0 \n", + " 2007-2012 14769.0 \n", + "Singapore 2000-2006 862.0 \n", + " 2007-2012 861.0 \n", + "Sint Maarten (Dutch part) 2007-2012 4.0 \n", + "Slovakia 2000-2006 437.0 \n", + " 2007-2012 207.0 \n", + "Slovenia 2000-2006 281.0 \n", + " 2007-2012 153.0 \n", + "Solomon Islands 2000-2006 427.0 \n", + " 2007-2012 447.0 \n", + "Somalia 2000-2006 13763.0 \n", + " 2007-2012 12759.0 \n", + "South Africa 2000-2006 264248.0 \n", + " 2007-2012 363623.0 \n", + "South Sudan 2007-2012 2073.0 \n", + "Spain 2000-2006 4180.0 \n", + " 2007-2012 3834.0 \n", + "Sri Lanka 2000-2006 8386.0 \n", + " 2007-2012 7215.0 \n", + "Sudan 2000-2006 32121.0 \n", + " 2007-2012 21751.0 \n", + "Suriname 2000-2006 93.0 \n", + " 2007-2012 129.0 \n", + "Swaziland 2000-2006 6696.0 \n", + " 2007-2012 8801.0 \n", + "Sweden 2000-2006 352.0 \n", + " 2007-2012 251.0 \n", + "Switzerland 2000-2006 227.0 \n", + " 2007-2012 190.0 \n", + "Syrian Arab Republic 2000-2006 3582.0 \n", + " 2007-2012 2361.0 \n", + "Tajikistan 2000-2006 1521.0 \n", + " 2007-2012 5599.0 \n", + "Thailand 2000-2006 55379.0 \n", + " 2007-2012 56286.0 \n", + "The Former Yugoslav Republic of Macedonia 2000-2006 474.0 \n", + " 2007-2012 345.0 \n", + "Timor-Leste 2000-2006 2150.0 \n", + " 2007-2012 2807.0 \n", + "Togo 2000-2006 3449.0 \n", + " 2007-2012 4884.0 \n", + "Tokelau 2000-2006 0.0 \n", + " 2007-2012 0.0 \n", + "Tonga 2000-2006 33.0 \n", + " 2007-2012 22.0 \n", + "Trinidad and Tobago 2000-2006 244.0 \n", + " 2007-2012 233.0 \n", + "Tunisia 2000-2006 1803.0 \n", + " 2007-2012 1730.0 \n", + "Turkey 2000-2006 4219.0 \n", + " 2007-2012 10003.0 \n", + "Turkmenistan 2000-2006 2777.0 \n", + " 2007-2012 2744.0 \n", + "Turks and Caicos Islands 2000-2006 10.0 \n", + " 2007-2012 5.0 \n", + "Tuvalu 2000-2006 10.0 \n", + " 2007-2012 25.0 \n", + "US Virgin Islands 2000-2006 0.0 \n", + " 2007-2012 0.0 \n", + "Uganda 2000-2006 56500.0 \n", + " 2007-2012 51566.0 \n", + "Ukraine 2000-2006 11481.0 \n", + " 2007-2012 18694.0 \n", + "United Arab Emirates 2000-2006 143.0 \n", + " 2007-2012 131.0 \n", + "United Kingdom of Great Britain and Northern Ireland 2000-2006 3546.0 \n", + " 2007-2012 3176.0 \n", + "United Republic of Tanzania 2000-2006 65505.0 \n", + " 2007-2012 53863.0 \n", + "United States of America 2000-2006 12047.0 \n", + " 2007-2012 7909.0 \n", + "Uruguay 2000-2006 727.0 \n", + " 2007-2012 718.0 \n", + "Uzbekistan 2000-2006 13706.0 \n", + " 2007-2012 12143.0 \n", + "Vanuatu 2000-2006 154.0 \n", + " 2007-2012 145.0 \n", + "Venezuela (Bolivarian Republic of) 2000-2006 7215.0 \n", + " 2007-2012 7934.0 \n", + "Viet Nam 2000-2006 112399.0 \n", + " 2007-2012 80950.0 \n", + "Wallis and Futuna Islands 2000-2006 7.0 \n", + " 2007-2012 1.0 \n", + "West Bank and Gaza Strip 2000-2006 14.0 \n", + " 2007-2012 24.0 \n", + "Yemen 2000-2006 12969.0 \n", + " 2007-2012 9279.0 \n", + "Zambia 2000-2006 41179.0 \n", + " 2007-2012 25435.0 \n", + "Zimbabwe 2000-2006 30699.0 \n", + " 2007-2012 31121.0 \n", + "\n", + "gender m \n", + "country year_range \n", + "Afghanistan 2000-2006 16426.0 \n", + " 2007-2012 25748.0 \n", + "Albania 2000-2006 920.0 \n", + " 2007-2012 706.0 \n", + "Algeria 2000-2006 32926.0 \n", + " 2007-2012 30182.0 \n", + "American Samoa 2000-2006 6.0 \n", + " 2007-2012 0.0 \n", + "Andorra 2000-2006 18.0 \n", + " 2007-2012 5.0 \n", + "Angola 2000-2006 56848.0 \n", + " 2007-2012 71388.0 \n", + "Anguilla 2000-2006 0.0 \n", + " 2007-2012 1.0 \n", + "Antigua and Barbuda 2000-2006 5.0 \n", + " 2007-2012 18.0 \n", + "Argentina 2000-2006 19357.0 \n", + " 2007-2012 15187.0 \n", + "Armenia 2000-2006 3220.0 \n", + " 2007-2012 1916.0 \n", + "Aruba 2000-2006 0.0 \n", + " 2007-2012 10.0 \n", + "Australia 2000-2006 915.0 \n", + " 2007-2012 1003.0 \n", + "Austria 2000-2006 1186.0 \n", + " 2007-2012 361.0 \n", + "Azerbaijan 2000-2006 5913.0 \n", + " 2007-2012 3082.0 \n", + "Bahamas 2000-2006 109.0 \n", + " 2007-2012 102.0 \n", + "Bahrain 2000-2006 140.0 \n", + " 2007-2012 454.0 \n", + "Bangladesh 2000-2006 294417.0 \n", + " 2007-2012 346381.0 \n", + "Barbados 2000-2006 26.0 \n", + " 2007-2012 11.0 \n", + "Belarus 2000-2006 4247.0 \n", + " 2007-2012 5427.0 \n", + "Belgium 2000-2006 1588.0 \n", + " 2007-2012 1092.0 \n", + "Belize 2000-2006 243.0 \n", + " 2007-2012 326.0 \n", + "Benin 2000-2006 11283.0 \n", + " 2007-2012 11855.0 \n", + "Bermuda 2000-2006 1.0 \n", + " 2007-2012 1.0 \n", + "Bhutan 2000-2006 1356.0 \n", + " 2007-2012 1257.0 \n", + "Bolivia (Plurinational State of) 2000-2006 26493.0 \n", + " 2007-2012 20791.0 \n", + "Bonaire, Saint Eustatius and Saba 2007-2012 0.0 \n", + "Bosnia and Herzegovina 2000-2006 2669.0 \n", + " 2007-2012 1603.0 \n", + "Botswana 2000-2006 12441.0 \n", + " 2007-2012 9792.0 \n", + "Brazil 2000-2006 211322.0 \n", + " 2007-2012 159616.0 \n", + "British Virgin Islands 2000-2006 2.0 \n", + " 2007-2012 1.0 \n", + "Brunei Darussalam 2000-2006 400.0 \n", + " 2007-2012 480.0 \n", + "Bulgaria 2000-2006 4233.0 \n", + " 2007-2012 3758.0 \n", + "Burkina Faso 2000-2006 8743.0 \n", + " 2007-2012 12740.0 \n", + "Burundi 2000-2006 11273.0 \n", + " 2007-2012 15699.0 \n", + "Cabo Verde 2000-2006 471.0 \n", + " 2007-2012 630.0 \n", + "Cambodia 2000-2006 63809.0 \n", + " 2007-2012 55865.0 \n", + "Cameroon 2000-2006 38214.0 \n", + " 2007-2012 51806.0 \n", + "Canada 2000-2006 1702.0 \n", + " 2007-2012 1615.0 \n", + "Cayman Islands 2000-2006 6.0 \n", + " 2007-2012 8.0 \n", + "Central African Republic 2000-2006 7685.0 \n", + " 2007-2012 11593.0 \n", + "Chad 2000-2006 7208.0 \n", + " 2007-2012 12948.0 \n", + "Chile 2000-2006 6281.0 \n", + " 2007-2012 4761.0 \n", + "China 2000-2006 1522330.0 \n", + " 2007-2012 1784144.0 \n", + "China, Hong Kong SAR 2000-2006 8483.0 \n", + " 2007-2012 5968.0 \n", + "China, Macao SAR 2000-2006 699.0 \n", + " 2007-2012 644.0 \n", + "Colombia 2000-2006 31804.0 \n", + " 2007-2012 25150.0 \n", + "Comoros 2000-2006 253.0 \n", + " 2007-2012 193.0 \n", + "Congo 2000-2006 6160.0 \n", + " 2007-2012 11880.0 \n", + "Cook Islands 2000-2006 5.0 \n", + " 2007-2012 3.0 \n", + "Costa Rica 2000-2006 1641.0 \n", + " 2007-2012 1099.0 \n", + "Cote d'Ivoire 2000-2006 40932.0 \n", + " 2007-2012 52222.0 \n", + "Croatia 2000-2006 1931.0 \n", + " 2007-2012 785.0 \n", + "Cuba 2000-2006 2762.0 \n", + " 2007-2012 1694.0 \n", + "Curacao 2007-2012 3.0 \n", + "Cyprus 2000-2006 35.0 \n", + " 2007-2012 32.0 \n", + "Czech Republic 2000-2006 1703.0 \n", + " 2007-2012 1010.0 \n", + "Democratic People's Republic of Korea 2000-2006 74757.0 \n", + " 2007-2012 110640.0 \n", + "Democratic Republic of the Congo 2000-2006 192935.0 \n", + " 2007-2012 229162.0 \n", + "Denmark 2000-2006 601.0 \n", + " 2007-2012 463.0 \n", + "Djibouti 2000-2006 5755.0 \n", + " 2007-2012 4975.0 \n", + "Dominica 2000-2006 5.0 \n", + " 2007-2012 19.0 \n", + "Dominican Republic 2000-2006 9800.0 \n", + " 2007-2012 8887.0 \n", + "Ecuador 2000-2006 9901.0 \n", + " 2007-2012 13212.0 \n", + "Egypt 2000-2006 21086.0 \n", + " 2007-2012 19162.0 \n", + "El Salvador 2000-2006 4082.0 \n", + " 2007-2012 3915.0 \n", + "Equatorial Guinea 2000-2006 245.0 \n", + " 2007-2012 1251.0 \n", + "Eritrea 2000-2006 2270.0 \n", + " 2007-2012 1715.0 \n", + "Estonia 2000-2006 1015.0 \n", + " 2007-2012 575.0 \n", + "Ethiopia 2000-2006 140312.0 \n", + " 2007-2012 121887.0 \n", + "Fiji 2000-2006 334.0 \n", + " 2007-2012 289.0 \n", + "Finland 2000-2006 583.0 \n", + " 2007-2012 345.0 \n", + "France 2000-2006 8166.0 \n", + " 2007-2012 4343.0 \n", + "French Polynesia 2000-2006 108.0 \n", + " 2007-2012 62.0 \n", + "Gabon 2000-2006 4131.0 \n", + " 2007-2012 4693.0 \n", + "Gambia 2000-2006 3805.0 \n", + " 2007-2012 4578.0 \n", + "Georgia 2000-2006 6242.0 \n", + " 2007-2012 8892.0 \n", + "Germany 2000-2006 4311.0 \n", + " 2007-2012 4756.0 \n", + "Ghana 2000-2006 34527.0 \n", + " 2007-2012 25325.0 \n", + "Greece 2000-2006 923.0 \n", + " 2007-2012 827.0 \n", + "Greenland 2000-2006 0.0 \n", + " 2007-2012 78.0 \n", + "Grenada 2000-2006 2.0 \n", + " 2007-2012 14.0 \n", + "Guam 2000-2006 179.0 \n", + " 2007-2012 108.0 \n", + "Guatemala 2000-2006 6544.0 \n", + " 2007-2012 5408.0 \n", + "Guinea 2000-2006 21725.0 \n", + " 2007-2012 24187.0 \n", + "Guinea-Bissau 2000-2006 3451.0 \n", + " 2007-2012 3945.0 \n", + "Guyana 2000-2006 1962.0 \n", + " 2007-2012 1324.0 \n", + "Haiti 2000-2006 23307.0 \n", + " 2007-2012 21527.0 \n", + "Honduras 2000-2006 8965.0 \n", + " 2007-2012 6958.0 \n", + "Hungary 2000-2006 2514.0 \n", + " 2007-2012 1349.0 \n", + "Iceland 2000-2006 9.0 \n", + " 2007-2012 9.0 \n", + "India 2000-2006 1848348.0 \n", + " 2007-2012 2590830.0 \n", + "Indonesia 2000-2006 399164.0 \n", + " 2007-2012 639461.0 \n", + "Iran (Islamic Republic of) 2000-2006 17946.0 \n", + " 2007-2012 15447.0 \n", + "Iraq 2000-2006 15159.0 \n", + " 2007-2012 10697.0 \n", + "Ireland 2000-2006 441.0 \n", + " 2007-2012 501.0 \n", + "Israel 2000-2006 738.0 \n", + " 2007-2012 460.0 \n", + "Italy 2000-2006 4445.0 \n", + " 2007-2012 3054.0 \n", + "Jamaica 2000-2006 350.0 \n", + " 2007-2012 262.0 \n", + "Japan 2000-2006 53242.0 \n", + " 2007-2012 34090.0 \n", + "Jordan 2000-2006 436.0 \n", + " 2007-2012 335.0 \n", + "Kazakhstan 2000-2006 30157.0 \n", + " 2007-2012 19017.0 \n", + "Kenya 2000-2006 146717.0 \n", + " 2007-2012 135336.0 \n", + "Kiribati 2000-2006 366.0 \n", + " 2007-2012 408.0 \n", + "Kuwait 2000-2006 956.0 \n", + " 2007-2012 1111.0 \n", + "Kyrgyzstan 2000-2006 7007.0 \n", + " 2007-2012 5823.0 \n", + "Lao People's Democratic Republic 2000-2006 9100.0 \n", + " 2007-2012 11391.0 \n", + "Latvia 2000-2006 3094.0 \n", + " 2007-2012 1658.0 \n", + "Lebanon 2000-2006 613.0 \n", + " 2007-2012 461.0 \n", + "Lesotho 2000-2006 12371.0 \n", + " 2007-2012 10721.0 \n", + "Liberia 2000-2006 7301.0 \n", + " 2007-2012 10714.0 \n", + "Libya 2000-2006 3092.0 \n", + " 2007-2012 2754.0 \n", + "Lithuania 2000-2006 4595.0 \n", + " 2007-2012 3497.0 \n", + "Luxembourg 2000-2006 68.0 \n", + " 2007-2012 1.0 \n", + "Madagascar 2000-2006 42855.0 \n", + " 2007-2012 57554.0 \n", + "Malawi 2000-2006 24994.0 \n", + " 2007-2012 24546.0 \n", + "Malaysia 2000-2006 52440.0 \n", + " 2007-2012 46467.0 \n", + "Maldives 2000-2006 268.0 \n", + " 2007-2012 200.0 \n", + "Mali 2000-2006 12665.0 \n", + " 2007-2012 16587.0 \n", + "Malta 2000-2006 21.0 \n", + " 2007-2012 44.0 \n", + "Marshall Islands 2000-2006 152.0 \n", + " 2007-2012 126.0 \n", + "Mauritania 2000-2006 2246.0 \n", + " 2007-2012 6288.0 \n", + "Mauritius 2000-2006 432.0 \n", + " 2007-2012 411.0 \n", + "Mexico 2000-2006 53218.0 \n", + " 2007-2012 45866.0 \n", + "Micronesia (Federated States of) 2000-2006 93.0 \n", + " 2007-2012 135.0 \n", + "Monaco 2000-2006 0.0 \n", + " 2007-2012 0.0 \n", + "Mongolia 2000-2006 6454.0 \n", + " 2007-2012 6105.0 \n", + "Montenegro 2000-2006 80.0 \n", + " 2007-2012 168.0 \n", + "Montserrat 2000-2006 3.0 \n", + " 2007-2012 0.0 \n", + "Morocco 2000-2006 58497.0 \n", + " 2007-2012 49976.0 \n", + "Mozambique 2000-2006 0.0 \n", + " 2007-2012 0.0 \n", + "Myanmar 2000-2006 130337.0 \n", + " 2007-2012 166258.0 \n", + "Namibia 2000-2006 19685.0 \n", + " 2007-2012 15865.0 \n", + "Nauru 2000-2006 5.0 \n", + " 2007-2012 7.0 \n", + "Nepal 2000-2006 66254.0 \n", + " 2007-2012 58736.0 \n", + "Netherlands 2000-2006 1258.0 \n", + " 2007-2012 712.0 \n", + "Netherlands Antilles 2000-2006 40.0 \n", + " 2007-2012 0.0 \n", + "New Caledonia 2000-2006 86.0 \n", + " 2007-2012 54.0 \n", + "New Zealand 2000-2006 335.0 \n", + " 2007-2012 277.0 \n", + "Nicaragua 2000-2006 5319.0 \n", + " 2007-2012 3354.0 \n", + "Niger 2000-2006 12190.0 \n", + " 2007-2012 27912.0 \n", + "Nigeria 2000-2006 111660.0 \n", + " 2007-2012 169039.0 \n", + "Niue 2000-2006 0.0 \n", + " 2007-2012 0.0 \n", + "Northern Mariana Islands 2000-2006 111.0 \n", + " 2007-2012 54.0 \n", + "Norway 2000-2006 175.0 \n", + " 2007-2012 181.0 \n", + "Oman 2000-2006 692.0 \n", + " 2007-2012 655.0 \n", + "Pakistan 2000-2006 99216.0 \n", + " 2007-2012 313604.0 \n", + "Palau 2000-2006 23.0 \n", + " 2007-2012 17.0 \n", + "Panama 2000-2006 3346.0 \n", + " 2007-2012 3080.0 \n", + "Papua New Guinea 2000-2006 3434.0 \n", + " 2007-2012 4870.0 \n", + "Paraguay 2000-2006 5061.0 \n", + " 2007-2012 5652.0 \n", + "Peru 2000-2006 62229.0 \n", + " 2007-2012 20100.0 \n", + "Philippines 2000-2006 216914.0 \n", + " 2007-2012 377739.0 \n", + "Poland 2000-2006 15001.0 \n", + " 2007-2012 11174.0 \n", + "Portugal 2000-2006 8464.0 \n", + " 2007-2012 4513.0 \n", + "Puerto Rico 2000-2006 332.0 \n", + " 2007-2012 173.0 \n", + "Qatar 2000-2006 399.0 \n", + " 2007-2012 967.0 \n", + "Republic of Korea 2000-2006 48574.0 \n", + " 2007-2012 41026.0 \n", + "Republic of Moldova 2000-2006 6568.0 \n", + " 2007-2012 6499.0 \n", + "Romania 2000-2006 52827.0 \n", + " 2007-2012 35758.0 \n", + "Russian Federation 2000-2006 113330.0 \n", + " 2007-2012 138825.0 \n", + "Rwanda 2000-2006 12980.0 \n", + " 2007-2012 15133.0 \n", + "Saint Kitts and Nevis 2000-2006 1.0 \n", + " 2007-2012 13.0 \n", + "Saint Lucia 2000-2006 48.0 \n", + " 2007-2012 52.0 \n", + "Saint Vincent and the Grenadines 2000-2006 31.0 \n", + " 2007-2012 39.0 \n", + "Samoa 2000-2006 41.0 \n", + " 2007-2012 239.0 \n", + "San Marino 2000-2006 1.0 \n", + " 2007-2012 0.0 \n", + "Sao Tome and Principe 2000-2006 213.0 \n", + " 2007-2012 196.0 \n", + "Saudi Arabia 2000-2006 7073.0 \n", + " 2007-2012 7795.0 \n", + "Senegal 2000-2006 30431.0 \n", + " 2007-2012 32003.0 \n", + "Serbia 2000-2006 1364.0 \n", + " 2007-2012 3456.0 \n", + "Serbia & Montenegro 2000-2006 1632.0 \n", + "Seychelles 2000-2006 42.0 \n", + " 2007-2012 26.0 \n", + "Sierra Leone 2000-2006 14748.0 \n", + " 2007-2012 24760.0 \n", + "Singapore 2000-2006 2466.0 \n", + " 2007-2012 2520.0 \n", + "Sint Maarten (Dutch part) 2007-2012 2.0 \n", + "Slovakia 2000-2006 897.0 \n", + " 2007-2012 520.0 \n", + "Slovenia 2000-2006 530.0 \n", + " 2007-2012 296.0 \n", + "Solomon Islands 2000-2006 373.0 \n", + " 2007-2012 422.0 \n", + "Somalia 2000-2006 24980.0 \n", + " 2007-2012 23174.0 \n", + "South Africa 2000-2006 341088.0 \n", + " 2007-2012 432029.0 \n", + "South Sudan 2007-2012 3844.0 \n", + "Spain 2000-2006 8889.0 \n", + " 2007-2012 7440.0 \n", + "Sri Lanka 2000-2006 22441.0 \n", + " 2007-2012 20056.0 \n", + "Sudan 2000-2006 48022.0 \n", + " 2007-2012 36028.0 \n", + "Suriname 2000-2006 235.0 \n", + " 2007-2012 297.0 \n", + "Swaziland 2000-2006 7019.0 \n", + " 2007-2012 8455.0 \n", + "Sweden 2000-2006 449.0 \n", + " 2007-2012 366.0 \n", + "Switzerland 2000-2006 386.0 \n", + " 2007-2012 279.0 \n", + "Syrian Arab Republic 2000-2006 6609.0 \n", + " 2007-2012 4011.0 \n", + "Tajikistan 2000-2006 2208.0 \n", + " 2007-2012 7163.0 \n", + "Thailand 2000-2006 130832.0 \n", + " 2007-2012 131516.0 \n", + "The Former Yugoslav Republic of Macedonia 2000-2006 812.0 \n", + " 2007-2012 661.0 \n", + "Timor-Leste 2000-2006 2903.0 \n", + " 2007-2012 3442.0 \n", + "Togo 2000-2006 5429.0 \n", + " 2007-2012 7644.0 \n", + "Tokelau 2000-2006 0.0 \n", + " 2007-2012 0.0 \n", + "Tonga 2000-2006 49.0 \n", + " 2007-2012 30.0 \n", + "Trinidad and Tobago 2000-2006 579.0 \n", + " 2007-2012 644.0 \n", + "Tunisia 2000-2006 4931.0 \n", + " 2007-2012 4290.0 \n", + "Turkey 2000-2006 11395.0 \n", + " 2007-2012 25411.0 \n", + "Turkmenistan 2000-2006 5187.0 \n", + " 2007-2012 4772.0 \n", + "Turks and Caicos Islands 2000-2006 5.0 \n", + " 2007-2012 11.0 \n", + "Tuvalu 2000-2006 16.0 \n", + " 2007-2012 24.0 \n", + "US Virgin Islands 2000-2006 0.0 \n", + " 2007-2012 0.0 \n", + "Uganda 2000-2006 79555.0 \n", + " 2007-2012 88857.0 \n", + "Ukraine 2000-2006 38200.0 \n", + " 2007-2012 56689.0 \n", + "United Arab Emirates 2000-2006 170.0 \n", + " 2007-2012 185.0 \n", + "United Kingdom of Great Britain and Northern Ireland 2000-2006 5285.0 \n", + " 2007-2012 4947.0 \n", + "United Republic of Tanzania 2000-2006 108065.0 \n", + " 2007-2012 93848.0 \n", + "United States of America 2000-2006 25716.0 \n", + " 2007-2012 16479.0 \n", + "Uruguay 2000-2006 1641.0 \n", + " 2007-2012 1762.0 \n", + "Uzbekistan 2000-2006 18760.0 \n", + " 2007-2012 16336.0 \n", + "Vanuatu 2000-2006 186.0 \n", + " 2007-2012 121.0 \n", + "Venezuela (Bolivarian Republic of) 2000-2006 11087.0 \n", + " 2007-2012 12160.0 \n", + "Viet Nam 2000-2006 278116.0 \n", + " 2007-2012 232357.0 \n", + "Wallis and Futuna Islands 2000-2006 10.0 \n", + " 2007-2012 5.0 \n", + "West Bank and Gaza Strip 2000-2006 28.0 \n", + " 2007-2012 57.0 \n", + "Yemen 2000-2006 15771.0 \n", + " 2007-2012 11414.0 \n", + "Zambia 2000-2006 53162.0 \n", + " 2007-2012 38711.0 \n", + "Zimbabwe 2000-2006 35504.0 \n", + " 2007-2012 35900.0 " + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_cases_per_gender = (\n", + " tb.pivot_table(index=['country', 'year_range'], columns='gender', values='cases', aggfunc='sum')\n", + ")\n", + "\n", + "tb_cases_per_gender" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "c8e9b0e4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        genderfm
        countryyear_range
        Afghanistan2000-200667.832.2
        2007-201267.432.6
        Albania2000-200632.467.6
        2007-201230.569.5
        Algeria2000-200641.158.9
        2007-201238.561.5
        American Samoa2000-200664.735.3
        2007-2012NaNNaN
        Andorra2000-200635.764.3
        2007-201250.050.0
        Angola2000-200650.249.8
        2007-201245.354.7
        Anguilla2000-2006100.00.0
        2007-20120.0100.0
        Antigua and Barbuda2000-200668.831.2
        2007-201210.090.0
        Argentina2000-200642.957.1
        2007-201244.255.8
        Armenia2000-200617.582.5
        2007-201220.479.6
        Aruba2000-2006NaNNaN
        2007-201252.447.6
        Australia2000-200637.462.6
        2007-201241.358.7
        Austria2000-200627.872.2
        2007-201233.566.5
        Azerbaijan2000-200620.979.1
        2007-201225.974.1
        Bahamas2000-200641.158.9
        2007-201232.967.1
        Bahrain2000-200631.069.0
        2007-201230.469.6
        Bangladesh2000-200631.268.8
        2007-201233.766.3
        Barbados2000-200631.668.4
        2007-201235.364.7
        Belarus2000-200619.580.5
        2007-201223.376.7
        Belgium2000-200630.469.6
        2007-201232.867.2
        Belize2000-200636.663.4
        2007-201231.268.8
        Benin2000-200636.263.8
        2007-201234.865.2
        Bermuda2000-200650.050.0
        2007-201250.050.0
        Bhutan2000-200643.456.6
        2007-201250.949.1
        Bolivia (Plurinational State of)2000-200640.659.4
        2007-201239.460.6
        Bonaire, Saint Eustatius and Saba2007-2012NaNNaN
        Bosnia and Herzegovina2000-200642.657.4
        2007-201240.259.8
        Botswana2000-200643.756.3
        2007-201243.956.1
        Brazil2000-200634.965.1
        2007-201231.768.3
        British Virgin Islands2000-200650.050.0
        2007-20120.0100.0
        Brunei Darussalam2000-200638.661.4
        2007-201238.062.0
        Bulgaria2000-200631.468.6
        2007-201228.571.5
        Burkina Faso2000-200632.367.7
        2007-201231.268.8
        Burundi2000-200638.561.5
        2007-201234.365.7
        Cabo Verde2000-200639.660.4
        2007-201229.870.2
        Cambodia2000-200648.851.2
        2007-201247.053.0
        Cameroon2000-200640.159.9
        2007-201240.060.0
        Canada2000-200642.657.4
        2007-201239.260.8
        Cayman Islands2000-200614.385.7
        2007-201211.188.9
        Central African Republic2000-200643.856.2
        2007-201245.154.9
        Chad2000-200639.460.6
        2007-201233.067.0
        Chile2000-200632.767.3
        2007-201231.568.5
        China2000-200631.368.7
        2007-201228.771.3
        China, Hong Kong SAR2000-200630.969.1
        2007-201231.668.4
        China, Macao SAR2000-200628.971.1
        2007-201231.968.1
        Colombia2000-200640.060.0
        2007-201239.660.4
        Comoros2000-200643.156.9
        2007-201232.567.5
        Congo2000-200646.353.7
        2007-201244.855.2
        Cook Islands2000-20060.0100.0
        2007-201225.075.0
        Costa Rica2000-200635.164.9
        2007-201234.765.3
        Cote d'Ivoire2000-200641.158.9
        2007-201239.960.1
        Croatia2000-200633.266.8
        2007-201232.068.0
        Cuba2000-200624.076.0
        2007-201222.677.4
        Curacao2007-201250.050.0
        Cyprus2000-200627.172.9
        2007-201246.753.3
        Czech Republic2000-200627.172.9
        2007-201224.076.0
        Democratic People's Republic of Korea2000-200638.561.5
        2007-201236.963.1
        Democratic Republic of the Congo2000-200646.953.1
        2007-201245.754.3
        Denmark2000-200638.161.9
        2007-201233.067.0
        Djibouti2000-200632.467.6
        2007-201234.965.1
        Dominica2000-200650.050.0
        2007-201224.076.0
        Dominican Republic2000-200639.660.4
        2007-201238.161.9
        Ecuador2000-200640.759.3
        2007-201236.863.2
        Egypt2000-200634.066.0
        2007-201232.967.1
        El Salvador2000-200639.660.4
        2007-201236.363.7
        Equatorial Guinea2000-200639.760.3
        2007-201242.157.9
        Eritrea2000-200653.546.5
        2007-201244.855.2
        Estonia2000-200626.673.4
        2007-201225.874.2
        Ethiopia2000-200645.354.7
        2007-201244.555.5
        Fiji2000-200638.561.5
        2007-201245.954.1
        Finland2000-200634.965.1
        2007-201233.466.6
        France2000-200634.265.8
        2007-201236.763.3
        French Polynesia2000-200645.554.5
        2007-201245.654.4
        Gabon2000-200640.259.8
        2007-201239.760.3
        Gambia2000-200629.870.2
        2007-201232.367.7
        Georgia2000-200624.076.0
        2007-201223.476.6
        Germany2000-200634.565.5
        2007-201234.165.9
        Ghana2000-200634.965.1
        2007-201233.466.6
        Greece2000-200629.170.9
        2007-201228.571.5
        Greenland2000-2006NaNNaN
        2007-201239.560.5
        Grenada2000-200650.050.0
        2007-201222.277.8
        Guam2000-200635.164.9
        2007-201231.268.8
        Guatemala2000-200646.153.9
        2007-201246.553.5
        Guinea2000-200634.066.0
        2007-201234.965.1
        Guinea-Bissau2000-200639.860.2
        2007-201239.160.9
        Guyana2000-200631.868.2
        2007-201228.072.0
        Haiti2000-200649.950.1
        2007-201248.751.3
        Honduras2000-200644.655.4
        2007-201240.159.9
        Hungary2000-200626.373.7
        2007-201228.571.5
        Iceland2000-200640.060.0
        2007-201250.050.0
        India2000-200630.969.1
        2007-201230.669.4
        Indonesia2000-200641.858.2
        2007-201240.859.2
        Iran (Islamic Republic of)2000-200649.850.2
        2007-201249.750.3
        Iraq2000-200634.565.5
        2007-201242.757.3
        Ireland2000-200635.864.2
        2007-201233.067.0
        Israel2000-200638.761.3
        2007-201236.163.9
        Italy2000-200634.765.3
        2007-201236.963.1
        Jamaica2000-200628.471.6
        2007-201232.367.7
        Japan2000-200630.469.6
        2007-201233.366.7
        Jordan2000-200634.265.8
        2007-201246.653.4
        Kazakhstan2000-200637.862.2
        2007-201237.862.2
        Kenya2000-200642.157.9
        2007-201239.360.7
        Kiribati2000-200647.053.0
        2007-201248.251.8
        Kuwait2000-200635.464.6
        2007-201242.757.3
        Kyrgyzstan2000-200639.160.9
        2007-201240.859.2
        Lao People's Democratic Republic2000-200638.761.3
        2007-201238.961.1
        Latvia2000-200626.273.8
        2007-201225.374.7
        Lebanon2000-200641.258.8
        2007-201258.241.8
        Lesotho2000-200644.255.8
        2007-201243.756.3
        Liberia2000-200643.057.0
        2007-201244.355.7
        Libya2000-200621.578.5
        2007-201223.476.6
        Lithuania2000-200626.773.3
        2007-201225.274.8
        Luxembourg2000-200639.360.7
        2007-20120.0100.0
        Madagascar2000-200640.859.2
        2007-201241.059.0
        Malawi2000-200649.550.5
        2007-201244.355.7
        Malaysia2000-200631.368.7
        2007-201233.166.9
        Maldives2000-200638.761.3
        2007-201232.767.3
        Mali2000-200632.267.8
        2007-201233.666.4
        Malta2000-200616.084.0
        2007-201220.080.0
        Marshall Islands2000-200651.148.9
        2007-201251.448.6
        Mauritania2000-200628.771.3
        2007-201229.170.9
        Mauritius2000-200629.470.6
        2007-201230.669.4
        Mexico2000-200638.461.6
        2007-201237.962.1
        Micronesia (Federated States of)2000-200655.544.5
        2007-201252.647.4
        Monaco2000-2006NaNNaN
        2007-2012NaNNaN
        Mongolia2000-200646.453.6
        2007-201243.456.6
        Montenegro2000-200634.465.6
        2007-201242.157.9
        Montserrat2000-20060.0100.0
        2007-2012100.00.0
        Morocco2000-200634.165.9
        2007-201229.970.1
        Mozambique2000-2006NaNNaN
        2007-2012NaNNaN
        Myanmar2000-200634.165.9
        2007-201234.265.8
        Namibia2000-200642.957.1
        2007-201243.256.8
        Nauru2000-200650.050.0
        2007-201230.070.0
        Nepal2000-200632.967.1
        2007-201232.167.9
        Netherlands2000-200632.068.0
        2007-201235.364.7
        Netherlands Antilles2000-200623.176.9
        2007-2012NaNNaN
        New Caledonia2000-200642.357.7
        2007-201232.567.5
        New Zealand2000-200646.853.2
        2007-201246.153.9
        Nicaragua2000-200644.455.6
        2007-201242.657.4
        Niger2000-200628.271.8
        2007-201226.074.0
        Nigeria2000-200641.858.2
        2007-201239.860.2
        Niue2000-2006100.00.0
        2007-2012NaNNaN
        Northern Mariana Islands2000-200646.453.6
        2007-201237.262.8
        Norway2000-200642.457.6
        2007-201237.262.8
        Oman2000-200639.660.4
        2007-201238.161.9
        Pakistan2000-200648.751.3
        2007-201248.751.3
        Palau2000-200632.467.6
        2007-201239.360.7
        Panama2000-200636.263.8
        2007-201236.463.6
        Papua New Guinea2000-200648.451.6
        2007-201248.451.6
        Paraguay2000-200635.764.3
        2007-201230.669.4
        Peru2000-200642.757.3
        2007-201242.957.1
        Philippines2000-200630.969.1
        2007-201229.770.3
        Poland2000-200630.469.6
        2007-201228.671.4
        Portugal2000-200625.974.1
        2007-201226.373.7
        Puerto Rico2000-200632.167.9
        2007-201229.470.6
        Qatar2000-200622.277.8
        2007-201214.885.2
        Republic of Korea2000-200636.963.1
        2007-201240.359.7
        Republic of Moldova2000-200623.876.2
        2007-201222.177.9
        Romania2000-200628.671.4
        2007-201229.170.9
        Russian Federation2000-200623.876.2
        2007-201226.373.7
        Rwanda2000-200636.263.8
        2007-201235.864.2
        Saint Kitts and Nevis2000-200675.025.0
        2007-201227.872.2
        Saint Lucia2000-200637.762.3
        2007-201225.774.3
        Saint Vincent and the Grenadines2000-200624.475.6
        2007-201223.576.5
        Samoa2000-200650.050.0
        2007-201282.817.2
        San Marino2000-20060.0100.0
        2007-2012NaNNaN
        Sao Tome and Principe2000-200647.552.5
        2007-201238.961.1
        Saudi Arabia2000-200639.360.7
        2007-201238.561.5
        Senegal2000-200631.468.6
        2007-201230.969.1
        Serbia2000-200638.961.1
        2007-201240.060.0
        Serbia & Montenegro2000-200639.860.2
        Seychelles2000-200628.871.2
        2007-201225.774.3
        Sierra Leone2000-200638.461.6
        2007-201237.462.6
        Singapore2000-200625.974.1
        2007-201225.574.5
        Sint Maarten (Dutch part)2007-201266.733.3
        Slovakia2000-200632.867.2
        2007-201228.571.5
        Slovenia2000-200634.665.4
        2007-201234.165.9
        Solomon Islands2000-200653.446.6
        2007-201251.448.6
        Somalia2000-200635.564.5
        2007-201235.564.5
        South Africa2000-200643.756.3
        2007-201245.754.3
        South Sudan2007-201235.065.0
        Spain2000-200632.068.0
        2007-201234.066.0
        Sri Lanka2000-200627.272.8
        2007-201226.573.5
        Sudan2000-200640.159.9
        2007-201237.662.4
        Suriname2000-200628.471.6
        2007-201230.369.7
        Swaziland2000-200648.851.2
        2007-201251.049.0
        Sweden2000-200643.956.1
        2007-201240.759.3
        Switzerland2000-200637.063.0
        2007-201240.559.5
        Syrian Arab Republic2000-200635.164.9
        2007-201237.162.9
        Tajikistan2000-200640.859.2
        2007-201243.956.1
        Thailand2000-200629.770.3
        2007-201230.070.0
        The Former Yugoslav Republic of Macedonia2000-200636.963.1
        2007-201234.365.7
        Timor-Leste2000-200642.557.5
        2007-201244.955.1
        Togo2000-200638.861.2
        2007-201239.061.0
        Tokelau2000-2006NaNNaN
        2007-2012NaNNaN
        Tonga2000-200640.259.8
        2007-201242.357.7
        Trinidad and Tobago2000-200629.670.4
        2007-201226.673.4
        Tunisia2000-200626.873.2
        2007-201228.771.3
        Turkey2000-200627.073.0
        2007-201228.271.8
        Turkmenistan2000-200634.965.1
        2007-201236.563.5
        Turks and Caicos Islands2000-200666.733.3
        2007-201231.268.8
        Tuvalu2000-200638.561.5
        2007-201251.049.0
        US Virgin Islands2000-2006NaNNaN
        2007-2012NaNNaN
        Uganda2000-200641.558.5
        2007-201236.763.3
        Ukraine2000-200623.176.9
        2007-201224.875.2
        United Arab Emirates2000-200645.754.3
        2007-201241.558.5
        United Kingdom of Great Britain and Northern Ireland2000-200640.259.8
        2007-201239.160.9
        United Republic of Tanzania2000-200637.762.3
        2007-201236.563.5
        United States of America2000-200631.968.1
        2007-201232.467.6
        Uruguay2000-200630.769.3
        2007-201229.071.0
        Uzbekistan2000-200642.257.8
        2007-201242.657.4
        Vanuatu2000-200645.354.7
        2007-201254.545.5
        Venezuela (Bolivarian Republic of)2000-200639.460.6
        2007-201239.560.5
        Viet Nam2000-200628.871.2
        2007-201225.874.2
        Wallis and Futuna Islands2000-200641.258.8
        2007-201216.783.3
        West Bank and Gaza Strip2000-200633.366.7
        2007-201229.670.4
        Yemen2000-200645.154.9
        2007-201244.855.2
        Zambia2000-200643.656.4
        2007-201239.760.3
        Zimbabwe2000-200646.453.6
        2007-201246.453.6
        \n", + "
        " + ], + "text/plain": [ + "gender f m\n", + "country year_range \n", + "Afghanistan 2000-2006 67.8 32.2\n", + " 2007-2012 67.4 32.6\n", + "Albania 2000-2006 32.4 67.6\n", + " 2007-2012 30.5 69.5\n", + "Algeria 2000-2006 41.1 58.9\n", + " 2007-2012 38.5 61.5\n", + "American Samoa 2000-2006 64.7 35.3\n", + " 2007-2012 NaN NaN\n", + "Andorra 2000-2006 35.7 64.3\n", + " 2007-2012 50.0 50.0\n", + "Angola 2000-2006 50.2 49.8\n", + " 2007-2012 45.3 54.7\n", + "Anguilla 2000-2006 100.0 0.0\n", + " 2007-2012 0.0 100.0\n", + "Antigua and Barbuda 2000-2006 68.8 31.2\n", + " 2007-2012 10.0 90.0\n", + "Argentina 2000-2006 42.9 57.1\n", + " 2007-2012 44.2 55.8\n", + "Armenia 2000-2006 17.5 82.5\n", + " 2007-2012 20.4 79.6\n", + "Aruba 2000-2006 NaN NaN\n", + " 2007-2012 52.4 47.6\n", + "Australia 2000-2006 37.4 62.6\n", + " 2007-2012 41.3 58.7\n", + "Austria 2000-2006 27.8 72.2\n", + " 2007-2012 33.5 66.5\n", + "Azerbaijan 2000-2006 20.9 79.1\n", + " 2007-2012 25.9 74.1\n", + "Bahamas 2000-2006 41.1 58.9\n", + " 2007-2012 32.9 67.1\n", + "Bahrain 2000-2006 31.0 69.0\n", + " 2007-2012 30.4 69.6\n", + "Bangladesh 2000-2006 31.2 68.8\n", + " 2007-2012 33.7 66.3\n", + "Barbados 2000-2006 31.6 68.4\n", + " 2007-2012 35.3 64.7\n", + "Belarus 2000-2006 19.5 80.5\n", + " 2007-2012 23.3 76.7\n", + "Belgium 2000-2006 30.4 69.6\n", + " 2007-2012 32.8 67.2\n", + "Belize 2000-2006 36.6 63.4\n", + " 2007-2012 31.2 68.8\n", + "Benin 2000-2006 36.2 63.8\n", + " 2007-2012 34.8 65.2\n", + "Bermuda 2000-2006 50.0 50.0\n", + " 2007-2012 50.0 50.0\n", + "Bhutan 2000-2006 43.4 56.6\n", + " 2007-2012 50.9 49.1\n", + "Bolivia (Plurinational State of) 2000-2006 40.6 59.4\n", + " 2007-2012 39.4 60.6\n", + "Bonaire, Saint Eustatius and Saba 2007-2012 NaN NaN\n", + "Bosnia and Herzegovina 2000-2006 42.6 57.4\n", + " 2007-2012 40.2 59.8\n", + "Botswana 2000-2006 43.7 56.3\n", + " 2007-2012 43.9 56.1\n", + "Brazil 2000-2006 34.9 65.1\n", + " 2007-2012 31.7 68.3\n", + "British Virgin Islands 2000-2006 50.0 50.0\n", + " 2007-2012 0.0 100.0\n", + "Brunei Darussalam 2000-2006 38.6 61.4\n", + " 2007-2012 38.0 62.0\n", + "Bulgaria 2000-2006 31.4 68.6\n", + " 2007-2012 28.5 71.5\n", + "Burkina Faso 2000-2006 32.3 67.7\n", + " 2007-2012 31.2 68.8\n", + "Burundi 2000-2006 38.5 61.5\n", + " 2007-2012 34.3 65.7\n", + "Cabo Verde 2000-2006 39.6 60.4\n", + " 2007-2012 29.8 70.2\n", + "Cambodia 2000-2006 48.8 51.2\n", + " 2007-2012 47.0 53.0\n", + "Cameroon 2000-2006 40.1 59.9\n", + " 2007-2012 40.0 60.0\n", + "Canada 2000-2006 42.6 57.4\n", + " 2007-2012 39.2 60.8\n", + "Cayman Islands 2000-2006 14.3 85.7\n", + " 2007-2012 11.1 88.9\n", + "Central African Republic 2000-2006 43.8 56.2\n", + " 2007-2012 45.1 54.9\n", + "Chad 2000-2006 39.4 60.6\n", + " 2007-2012 33.0 67.0\n", + "Chile 2000-2006 32.7 67.3\n", + " 2007-2012 31.5 68.5\n", + "China 2000-2006 31.3 68.7\n", + " 2007-2012 28.7 71.3\n", + "China, Hong Kong SAR 2000-2006 30.9 69.1\n", + " 2007-2012 31.6 68.4\n", + "China, Macao SAR 2000-2006 28.9 71.1\n", + " 2007-2012 31.9 68.1\n", + "Colombia 2000-2006 40.0 60.0\n", + " 2007-2012 39.6 60.4\n", + "Comoros 2000-2006 43.1 56.9\n", + " 2007-2012 32.5 67.5\n", + "Congo 2000-2006 46.3 53.7\n", + " 2007-2012 44.8 55.2\n", + "Cook Islands 2000-2006 0.0 100.0\n", + " 2007-2012 25.0 75.0\n", + "Costa Rica 2000-2006 35.1 64.9\n", + " 2007-2012 34.7 65.3\n", + "Cote d'Ivoire 2000-2006 41.1 58.9\n", + " 2007-2012 39.9 60.1\n", + "Croatia 2000-2006 33.2 66.8\n", + " 2007-2012 32.0 68.0\n", + "Cuba 2000-2006 24.0 76.0\n", + " 2007-2012 22.6 77.4\n", + "Curacao 2007-2012 50.0 50.0\n", + "Cyprus 2000-2006 27.1 72.9\n", + " 2007-2012 46.7 53.3\n", + "Czech Republic 2000-2006 27.1 72.9\n", + " 2007-2012 24.0 76.0\n", + "Democratic People's Republic of Korea 2000-2006 38.5 61.5\n", + " 2007-2012 36.9 63.1\n", + "Democratic Republic of the Congo 2000-2006 46.9 53.1\n", + " 2007-2012 45.7 54.3\n", + "Denmark 2000-2006 38.1 61.9\n", + " 2007-2012 33.0 67.0\n", + "Djibouti 2000-2006 32.4 67.6\n", + " 2007-2012 34.9 65.1\n", + "Dominica 2000-2006 50.0 50.0\n", + " 2007-2012 24.0 76.0\n", + "Dominican Republic 2000-2006 39.6 60.4\n", + " 2007-2012 38.1 61.9\n", + "Ecuador 2000-2006 40.7 59.3\n", + " 2007-2012 36.8 63.2\n", + "Egypt 2000-2006 34.0 66.0\n", + " 2007-2012 32.9 67.1\n", + "El Salvador 2000-2006 39.6 60.4\n", + " 2007-2012 36.3 63.7\n", + "Equatorial Guinea 2000-2006 39.7 60.3\n", + " 2007-2012 42.1 57.9\n", + "Eritrea 2000-2006 53.5 46.5\n", + " 2007-2012 44.8 55.2\n", + "Estonia 2000-2006 26.6 73.4\n", + " 2007-2012 25.8 74.2\n", + "Ethiopia 2000-2006 45.3 54.7\n", + " 2007-2012 44.5 55.5\n", + "Fiji 2000-2006 38.5 61.5\n", + " 2007-2012 45.9 54.1\n", + "Finland 2000-2006 34.9 65.1\n", + " 2007-2012 33.4 66.6\n", + "France 2000-2006 34.2 65.8\n", + " 2007-2012 36.7 63.3\n", + "French Polynesia 2000-2006 45.5 54.5\n", + " 2007-2012 45.6 54.4\n", + "Gabon 2000-2006 40.2 59.8\n", + " 2007-2012 39.7 60.3\n", + "Gambia 2000-2006 29.8 70.2\n", + " 2007-2012 32.3 67.7\n", + "Georgia 2000-2006 24.0 76.0\n", + " 2007-2012 23.4 76.6\n", + "Germany 2000-2006 34.5 65.5\n", + " 2007-2012 34.1 65.9\n", + "Ghana 2000-2006 34.9 65.1\n", + " 2007-2012 33.4 66.6\n", + "Greece 2000-2006 29.1 70.9\n", + " 2007-2012 28.5 71.5\n", + "Greenland 2000-2006 NaN NaN\n", + " 2007-2012 39.5 60.5\n", + "Grenada 2000-2006 50.0 50.0\n", + " 2007-2012 22.2 77.8\n", + "Guam 2000-2006 35.1 64.9\n", + " 2007-2012 31.2 68.8\n", + "Guatemala 2000-2006 46.1 53.9\n", + " 2007-2012 46.5 53.5\n", + "Guinea 2000-2006 34.0 66.0\n", + " 2007-2012 34.9 65.1\n", + "Guinea-Bissau 2000-2006 39.8 60.2\n", + " 2007-2012 39.1 60.9\n", + "Guyana 2000-2006 31.8 68.2\n", + " 2007-2012 28.0 72.0\n", + "Haiti 2000-2006 49.9 50.1\n", + " 2007-2012 48.7 51.3\n", + "Honduras 2000-2006 44.6 55.4\n", + " 2007-2012 40.1 59.9\n", + "Hungary 2000-2006 26.3 73.7\n", + " 2007-2012 28.5 71.5\n", + "Iceland 2000-2006 40.0 60.0\n", + " 2007-2012 50.0 50.0\n", + "India 2000-2006 30.9 69.1\n", + " 2007-2012 30.6 69.4\n", + "Indonesia 2000-2006 41.8 58.2\n", + " 2007-2012 40.8 59.2\n", + "Iran (Islamic Republic of) 2000-2006 49.8 50.2\n", + " 2007-2012 49.7 50.3\n", + "Iraq 2000-2006 34.5 65.5\n", + " 2007-2012 42.7 57.3\n", + "Ireland 2000-2006 35.8 64.2\n", + " 2007-2012 33.0 67.0\n", + "Israel 2000-2006 38.7 61.3\n", + " 2007-2012 36.1 63.9\n", + "Italy 2000-2006 34.7 65.3\n", + " 2007-2012 36.9 63.1\n", + "Jamaica 2000-2006 28.4 71.6\n", + " 2007-2012 32.3 67.7\n", + "Japan 2000-2006 30.4 69.6\n", + " 2007-2012 33.3 66.7\n", + "Jordan 2000-2006 34.2 65.8\n", + " 2007-2012 46.6 53.4\n", + "Kazakhstan 2000-2006 37.8 62.2\n", + " 2007-2012 37.8 62.2\n", + "Kenya 2000-2006 42.1 57.9\n", + " 2007-2012 39.3 60.7\n", + "Kiribati 2000-2006 47.0 53.0\n", + " 2007-2012 48.2 51.8\n", + "Kuwait 2000-2006 35.4 64.6\n", + " 2007-2012 42.7 57.3\n", + "Kyrgyzstan 2000-2006 39.1 60.9\n", + " 2007-2012 40.8 59.2\n", + "Lao People's Democratic Republic 2000-2006 38.7 61.3\n", + " 2007-2012 38.9 61.1\n", + "Latvia 2000-2006 26.2 73.8\n", + " 2007-2012 25.3 74.7\n", + "Lebanon 2000-2006 41.2 58.8\n", + " 2007-2012 58.2 41.8\n", + "Lesotho 2000-2006 44.2 55.8\n", + " 2007-2012 43.7 56.3\n", + "Liberia 2000-2006 43.0 57.0\n", + " 2007-2012 44.3 55.7\n", + "Libya 2000-2006 21.5 78.5\n", + " 2007-2012 23.4 76.6\n", + "Lithuania 2000-2006 26.7 73.3\n", + " 2007-2012 25.2 74.8\n", + "Luxembourg 2000-2006 39.3 60.7\n", + " 2007-2012 0.0 100.0\n", + "Madagascar 2000-2006 40.8 59.2\n", + " 2007-2012 41.0 59.0\n", + "Malawi 2000-2006 49.5 50.5\n", + " 2007-2012 44.3 55.7\n", + "Malaysia 2000-2006 31.3 68.7\n", + " 2007-2012 33.1 66.9\n", + "Maldives 2000-2006 38.7 61.3\n", + " 2007-2012 32.7 67.3\n", + "Mali 2000-2006 32.2 67.8\n", + " 2007-2012 33.6 66.4\n", + "Malta 2000-2006 16.0 84.0\n", + " 2007-2012 20.0 80.0\n", + "Marshall Islands 2000-2006 51.1 48.9\n", + " 2007-2012 51.4 48.6\n", + "Mauritania 2000-2006 28.7 71.3\n", + " 2007-2012 29.1 70.9\n", + "Mauritius 2000-2006 29.4 70.6\n", + " 2007-2012 30.6 69.4\n", + "Mexico 2000-2006 38.4 61.6\n", + " 2007-2012 37.9 62.1\n", + "Micronesia (Federated States of) 2000-2006 55.5 44.5\n", + " 2007-2012 52.6 47.4\n", + "Monaco 2000-2006 NaN NaN\n", + " 2007-2012 NaN NaN\n", + "Mongolia 2000-2006 46.4 53.6\n", + " 2007-2012 43.4 56.6\n", + "Montenegro 2000-2006 34.4 65.6\n", + " 2007-2012 42.1 57.9\n", + "Montserrat 2000-2006 0.0 100.0\n", + " 2007-2012 100.0 0.0\n", + "Morocco 2000-2006 34.1 65.9\n", + " 2007-2012 29.9 70.1\n", + "Mozambique 2000-2006 NaN NaN\n", + " 2007-2012 NaN NaN\n", + "Myanmar 2000-2006 34.1 65.9\n", + " 2007-2012 34.2 65.8\n", + "Namibia 2000-2006 42.9 57.1\n", + " 2007-2012 43.2 56.8\n", + "Nauru 2000-2006 50.0 50.0\n", + " 2007-2012 30.0 70.0\n", + "Nepal 2000-2006 32.9 67.1\n", + " 2007-2012 32.1 67.9\n", + "Netherlands 2000-2006 32.0 68.0\n", + " 2007-2012 35.3 64.7\n", + "Netherlands Antilles 2000-2006 23.1 76.9\n", + " 2007-2012 NaN NaN\n", + "New Caledonia 2000-2006 42.3 57.7\n", + " 2007-2012 32.5 67.5\n", + "New Zealand 2000-2006 46.8 53.2\n", + " 2007-2012 46.1 53.9\n", + "Nicaragua 2000-2006 44.4 55.6\n", + " 2007-2012 42.6 57.4\n", + "Niger 2000-2006 28.2 71.8\n", + " 2007-2012 26.0 74.0\n", + "Nigeria 2000-2006 41.8 58.2\n", + " 2007-2012 39.8 60.2\n", + "Niue 2000-2006 100.0 0.0\n", + " 2007-2012 NaN NaN\n", + "Northern Mariana Islands 2000-2006 46.4 53.6\n", + " 2007-2012 37.2 62.8\n", + "Norway 2000-2006 42.4 57.6\n", + " 2007-2012 37.2 62.8\n", + "Oman 2000-2006 39.6 60.4\n", + " 2007-2012 38.1 61.9\n", + "Pakistan 2000-2006 48.7 51.3\n", + " 2007-2012 48.7 51.3\n", + "Palau 2000-2006 32.4 67.6\n", + " 2007-2012 39.3 60.7\n", + "Panama 2000-2006 36.2 63.8\n", + " 2007-2012 36.4 63.6\n", + "Papua New Guinea 2000-2006 48.4 51.6\n", + " 2007-2012 48.4 51.6\n", + "Paraguay 2000-2006 35.7 64.3\n", + " 2007-2012 30.6 69.4\n", + "Peru 2000-2006 42.7 57.3\n", + " 2007-2012 42.9 57.1\n", + "Philippines 2000-2006 30.9 69.1\n", + " 2007-2012 29.7 70.3\n", + "Poland 2000-2006 30.4 69.6\n", + " 2007-2012 28.6 71.4\n", + "Portugal 2000-2006 25.9 74.1\n", + " 2007-2012 26.3 73.7\n", + "Puerto Rico 2000-2006 32.1 67.9\n", + " 2007-2012 29.4 70.6\n", + "Qatar 2000-2006 22.2 77.8\n", + " 2007-2012 14.8 85.2\n", + "Republic of Korea 2000-2006 36.9 63.1\n", + " 2007-2012 40.3 59.7\n", + "Republic of Moldova 2000-2006 23.8 76.2\n", + " 2007-2012 22.1 77.9\n", + "Romania 2000-2006 28.6 71.4\n", + " 2007-2012 29.1 70.9\n", + "Russian Federation 2000-2006 23.8 76.2\n", + " 2007-2012 26.3 73.7\n", + "Rwanda 2000-2006 36.2 63.8\n", + " 2007-2012 35.8 64.2\n", + "Saint Kitts and Nevis 2000-2006 75.0 25.0\n", + " 2007-2012 27.8 72.2\n", + "Saint Lucia 2000-2006 37.7 62.3\n", + " 2007-2012 25.7 74.3\n", + "Saint Vincent and the Grenadines 2000-2006 24.4 75.6\n", + " 2007-2012 23.5 76.5\n", + "Samoa 2000-2006 50.0 50.0\n", + " 2007-2012 82.8 17.2\n", + "San Marino 2000-2006 0.0 100.0\n", + " 2007-2012 NaN NaN\n", + "Sao Tome and Principe 2000-2006 47.5 52.5\n", + " 2007-2012 38.9 61.1\n", + "Saudi Arabia 2000-2006 39.3 60.7\n", + " 2007-2012 38.5 61.5\n", + "Senegal 2000-2006 31.4 68.6\n", + " 2007-2012 30.9 69.1\n", + "Serbia 2000-2006 38.9 61.1\n", + " 2007-2012 40.0 60.0\n", + "Serbia & Montenegro 2000-2006 39.8 60.2\n", + "Seychelles 2000-2006 28.8 71.2\n", + " 2007-2012 25.7 74.3\n", + "Sierra Leone 2000-2006 38.4 61.6\n", + " 2007-2012 37.4 62.6\n", + "Singapore 2000-2006 25.9 74.1\n", + " 2007-2012 25.5 74.5\n", + "Sint Maarten (Dutch part) 2007-2012 66.7 33.3\n", + "Slovakia 2000-2006 32.8 67.2\n", + " 2007-2012 28.5 71.5\n", + "Slovenia 2000-2006 34.6 65.4\n", + " 2007-2012 34.1 65.9\n", + "Solomon Islands 2000-2006 53.4 46.6\n", + " 2007-2012 51.4 48.6\n", + "Somalia 2000-2006 35.5 64.5\n", + " 2007-2012 35.5 64.5\n", + "South Africa 2000-2006 43.7 56.3\n", + " 2007-2012 45.7 54.3\n", + "South Sudan 2007-2012 35.0 65.0\n", + "Spain 2000-2006 32.0 68.0\n", + " 2007-2012 34.0 66.0\n", + "Sri Lanka 2000-2006 27.2 72.8\n", + " 2007-2012 26.5 73.5\n", + "Sudan 2000-2006 40.1 59.9\n", + " 2007-2012 37.6 62.4\n", + "Suriname 2000-2006 28.4 71.6\n", + " 2007-2012 30.3 69.7\n", + "Swaziland 2000-2006 48.8 51.2\n", + " 2007-2012 51.0 49.0\n", + "Sweden 2000-2006 43.9 56.1\n", + " 2007-2012 40.7 59.3\n", + "Switzerland 2000-2006 37.0 63.0\n", + " 2007-2012 40.5 59.5\n", + "Syrian Arab Republic 2000-2006 35.1 64.9\n", + " 2007-2012 37.1 62.9\n", + "Tajikistan 2000-2006 40.8 59.2\n", + " 2007-2012 43.9 56.1\n", + "Thailand 2000-2006 29.7 70.3\n", + " 2007-2012 30.0 70.0\n", + "The Former Yugoslav Republic of Macedonia 2000-2006 36.9 63.1\n", + " 2007-2012 34.3 65.7\n", + "Timor-Leste 2000-2006 42.5 57.5\n", + " 2007-2012 44.9 55.1\n", + "Togo 2000-2006 38.8 61.2\n", + " 2007-2012 39.0 61.0\n", + "Tokelau 2000-2006 NaN NaN\n", + " 2007-2012 NaN NaN\n", + "Tonga 2000-2006 40.2 59.8\n", + " 2007-2012 42.3 57.7\n", + "Trinidad and Tobago 2000-2006 29.6 70.4\n", + " 2007-2012 26.6 73.4\n", + "Tunisia 2000-2006 26.8 73.2\n", + " 2007-2012 28.7 71.3\n", + "Turkey 2000-2006 27.0 73.0\n", + " 2007-2012 28.2 71.8\n", + "Turkmenistan 2000-2006 34.9 65.1\n", + " 2007-2012 36.5 63.5\n", + "Turks and Caicos Islands 2000-2006 66.7 33.3\n", + " 2007-2012 31.2 68.8\n", + "Tuvalu 2000-2006 38.5 61.5\n", + " 2007-2012 51.0 49.0\n", + "US Virgin Islands 2000-2006 NaN NaN\n", + " 2007-2012 NaN NaN\n", + "Uganda 2000-2006 41.5 58.5\n", + " 2007-2012 36.7 63.3\n", + "Ukraine 2000-2006 23.1 76.9\n", + " 2007-2012 24.8 75.2\n", + "United Arab Emirates 2000-2006 45.7 54.3\n", + " 2007-2012 41.5 58.5\n", + "United Kingdom of Great Britain and Northern Ireland 2000-2006 40.2 59.8\n", + " 2007-2012 39.1 60.9\n", + "United Republic of Tanzania 2000-2006 37.7 62.3\n", + " 2007-2012 36.5 63.5\n", + "United States of America 2000-2006 31.9 68.1\n", + " 2007-2012 32.4 67.6\n", + "Uruguay 2000-2006 30.7 69.3\n", + " 2007-2012 29.0 71.0\n", + "Uzbekistan 2000-2006 42.2 57.8\n", + " 2007-2012 42.6 57.4\n", + "Vanuatu 2000-2006 45.3 54.7\n", + " 2007-2012 54.5 45.5\n", + "Venezuela (Bolivarian Republic of) 2000-2006 39.4 60.6\n", + " 2007-2012 39.5 60.5\n", + "Viet Nam 2000-2006 28.8 71.2\n", + " 2007-2012 25.8 74.2\n", + "Wallis and Futuna Islands 2000-2006 41.2 58.8\n", + " 2007-2012 16.7 83.3\n", + "West Bank and Gaza Strip 2000-2006 33.3 66.7\n", + " 2007-2012 29.6 70.4\n", + "Yemen 2000-2006 45.1 54.9\n", + " 2007-2012 44.8 55.2\n", + "Zambia 2000-2006 43.6 56.4\n", + " 2007-2012 39.7 60.3\n", + "Zimbabwe 2000-2006 46.4 53.6\n", + " 2007-2012 46.4 53.6" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "total_cases = tb_cases_per_gender.sum(axis=1)\n", + "\n", + "tb_cases_per_gender = tb_cases_per_gender.div(total_cases, axis=0)\n", + "(tb_cases_per_gender.round(3) * 100)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cf39e5dc", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/tabular_tidy_data/who2.csv b/exercises/tabular_tidy_data/who2.csv new file mode 100644 index 0000000..a1587d0 --- /dev/null +++ b/exercises/tabular_tidy_data/who2.csv @@ -0,0 +1,7241 @@ +rownames,country,year,sp_m_014,sp_m_1524,sp_m_2534,sp_m_3544,sp_m_4554,sp_m_5564,sp_m_65,sp_f_014,sp_f_1524,sp_f_2534,sp_f_3544,sp_f_4554,sp_f_5564,sp_f_65,sn_m_014,sn_m_1524,sn_m_2534,sn_m_3544,sn_m_4554,sn_m_5564,sn_m_65,sn_f_014,sn_f_1524,sn_f_2534,sn_f_3544,sn_f_4554,sn_f_5564,sn_f_65,ep_m_014,ep_m_1524,ep_m_2534,ep_m_3544,ep_m_4554,ep_m_5564,ep_m_65,ep_f_014,ep_f_1524,ep_f_2534,ep_f_3544,ep_f_4554,ep_f_5564,ep_f_65,rel_m_014,rel_m_1524,rel_m_2534,rel_m_3544,rel_m_4554,rel_m_5564,rel_m_65,rel_f_014,rel_f_1524,rel_f_2534,rel_f_3544,rel_f_4554,rel_f_5564,rel_f_65 +1,Afghanistan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2,Afghanistan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3,Afghanistan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4,Afghanistan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5,Afghanistan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6,Afghanistan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7,Afghanistan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +8,Afghanistan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +9,Afghanistan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +10,Afghanistan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +11,Afghanistan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +12,Afghanistan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +13,Afghanistan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +14,Afghanistan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +15,Afghanistan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +16,Afghanistan,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +17,Afghanistan,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +18,Afghanistan,1997,0,10,6,3,5,2,0,5,38,36,14,8,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +19,Afghanistan,1998,30,129,128,90,89,64,41,45,350,419,194,118,61,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +20,Afghanistan,1999,8,55,55,47,34,21,8,25,139,160,110,50,25,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +21,Afghanistan,2000,52,228,183,149,129,94,80,93,414,565,339,205,99,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22,Afghanistan,2001,129,379,349,274,204,139,103,146,799,888,586,375,179,89,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23,Afghanistan,2002,90,476,481,368,246,241,189,192,1119,1251,792,526,320,218,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +24,Afghanistan,2003,127,511,436,284,256,288,203,245,1152,1287,814,462,305,158,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +25,Afghanistan,2004,139,537,568,360,358,386,310,256,1360,1561,1096,645,413,256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +26,Afghanistan,2005,151,606,560,472,453,470,419,320,1651,1959,1302,869,471,246,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +27,Afghanistan,2006,193,837,791,574,572,572,410,442,2139,2340,1654,1006,630,309,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +28,Afghanistan,2007,186,856,840,597,566,630,507,475,2224,2357,1708,1143,771,353,0,0,0,0,0,0,0,,,,,,,,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,, +29,Afghanistan,2008,187,941,773,545,570,630,575,428,2094,2449,1614,1149,817,364,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +30,Afghanistan,2009,200,906,705,499,491,596,570,439,2173,2186,1541,1014,764,419,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +31,Afghanistan,2010,197,986,819,491,490,641,622,445,2107,2263,1455,1112,831,488,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32,Afghanistan,2011,204,1010,895,613,570,700,692,465,2167,2325,1564,1146,903,535,902,,,,,,,851,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +33,Afghanistan,2012,188,1116,801,586,521,585,651,400,2280,2204,1482,1150,850,505,1265,,,,,,,1190,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34,Afghanistan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1705,,,,,,,1749,,,,,, +35,Albania,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +36,Albania,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +37,Albania,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +38,Albania,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +39,Albania,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +40,Albania,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +41,Albania,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +42,Albania,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +43,Albania,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +44,Albania,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +45,Albania,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +46,Albania,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +47,Albania,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +48,Albania,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +49,Albania,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +50,Albania,1995,0,0,0,0,19,40,30,0,1,0,0,13,20,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +51,Albania,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +52,Albania,1997,0,23,43,33,25,21,19,1,16,19,14,9,10,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +53,Albania,1998,1,17,21,24,18,26,24,2,19,11,12,13,11,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +54,Albania,1999,0,13,23,25,19,15,15,0,5,13,11,5,8,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +55,Albania,2000,2,19,21,14,24,19,16,3,11,10,8,8,5,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +56,Albania,2001,3,13,18,17,19,20,30,1,12,10,5,7,7,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +57,Albania,2002,0,21,27,29,19,23,25,2,20,19,9,6,8,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +58,Albania,2003,0,28,19,32,16,22,19,2,13,8,6,14,12,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +59,Albania,2004,5,12,19,21,24,23,20,2,12,12,8,11,10,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +60,Albania,2005,0,26,21,16,31,20,37,0,3,9,5,5,5,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +61,Albania,2006,5,24,19,22,21,19,20,2,12,8,7,7,7,13,15,4,5,2,8,9,25,4,6,3,5,3,5,12,9,19,11,18,12,9,21,7,8,10,9,12,15,15,,,,,,,,,,,,,, +62,Albania,2007,0,19,13,16,24,16,19,2,13,9,7,7,11,9,10,9,4,7,11,13,17,5,5,2,1,6,6,9,9,18,9,10,14,8,19,1,8,9,8,13,12,14,,,,,,,,,,,,,, +63,Albania,2008,1,23,26,13,19,13,16,1,20,10,8,5,5,10,8,8,2,7,5,7,10,6,7,2,7,5,3,10,0,11,12,6,15,13,18,3,12,7,10,12,10,16,,,,,,,,,,,,,, +64,Albania,2009,0,22,21,12,24,15,22,2,15,7,6,9,4,12,7,9,5,9,8,10,20,4,7,3,5,10,2,10,2,16,6,7,14,19,15,2,5,5,11,8,8,18,,,,,,,,,,,,,, +65,Albania,2010,0,28,17,14,16,16,15,2,11,7,6,3,2,8,6,9,7,10,13,13,18,4,4,3,3,6,3,6,4,26,15,16,13,14,21,2,10,6,8,4,9,17,,,,,,,,,,,,,, +66,Albania,2011,0,29,26,18,30,9,22,1,14,10,6,2,1,12,2,11,5,6,13,17,19,0,3,4,4,2,10,9,1,17,10,4,12,15,13,3,9,4,6,12,11,11,,,,,,,,,,,,,, +67,Albania,2012,0,33,34,16,15,11,23,0,17,9,6,3,6,12,1,6,9,7,10,12,19,1,4,8,2,3,7,11,0,15,12,5,13,11,13,1,5,8,2,7,5,9,,,,,,,,,,,,,, +68,Albania,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,14,60,61,32,44,50,67,5,28,34,13,18,14,34 +69,Algeria,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +70,Algeria,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +71,Algeria,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +72,Algeria,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +73,Algeria,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +74,Algeria,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +75,Algeria,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +76,Algeria,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +77,Algeria,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +78,Algeria,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +79,Algeria,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +80,Algeria,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +81,Algeria,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +82,Algeria,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +83,Algeria,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +84,Algeria,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +85,Algeria,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +86,Algeria,1997,659,1422,1982,639,357,312,396,92,1102,702,405,242,236,356,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +87,Algeria,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +88,Algeria,1999,40,1193,1344,556,706,263,315,92,884,621,281,221,243,329,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +89,Algeria,2000,59,927,1516,610,491,234,299,36,1005,1293,746,314,208,312,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +90,Algeria,2001,41,1345,1614,708,401,283,390,79,1057,782,352,287,280,334,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +91,Algeria,2002,39,1364,1580,630,406,273,280,71,1840,730,334,224,217,258,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +92,Algeria,2003,40,1316,1633,706,429,231,328,74,1017,702,326,242,241,356,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +93,Algeria,2004,63,1326,1694,758,434,271,373,92,1011,798,320,253,227,359,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +94,Algeria,2005,53,1309,1841,919,473,314,426,102,1044,820,389,270,229,465,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +95,Algeria,2006,41,1173,1573,692,409,251,360,80,971,679,339,223,197,408,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +96,Algeria,2007,95,1388,1749,813,494,296,407,109,1031,811,335,273,247,391,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +97,Algeria,2008,99,1505,1786,794,447,198,463,150,1263,827,346,256,226,286,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +98,Algeria,2009,43,1225,1827,898,541,319,364,90,1021,860,363,270,241,340,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +99,Algeria,2010,52,1203,1669,825,513,392,397,79,1086,826,417,251,222,367,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +100,Algeria,2011,42,1147,1513,881,483,345,347,58,1050,787,383,211,202,341,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +101,Algeria,2012,29,1102,1467,857,464,354,349,60,917,773,382,198,229,329,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +102,Algeria,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,25,1021,1288,763,475,324,409,50,861,707,377,267,205,352 +103,American Samoa,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +104,American Samoa,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +105,American Samoa,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +106,American Samoa,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +107,American Samoa,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +108,American Samoa,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +109,American Samoa,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +110,American Samoa,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +111,American Samoa,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +112,American Samoa,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +113,American Samoa,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +114,American Samoa,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +115,American Samoa,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +116,American Samoa,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +117,American Samoa,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +118,American Samoa,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +119,American Samoa,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +120,American Samoa,1997,1,0,0,1,1,1,1,0,0,0,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +121,American Samoa,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +122,American Samoa,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +123,American Samoa,2000,,,,,1,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +124,American Samoa,2001,,,,,,,,,,,1,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +125,American Samoa,2002,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +126,American Samoa,2003,,,,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +127,American Samoa,2004,,,,,,2,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +128,American Samoa,2005,,,,,,,,,,1,,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +129,American Samoa,2006,,,,,,,,,,1,,2,,,,,,,,,,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,, +130,American Samoa,2007,,,,,,,,,,,,,,,0,1,0,0,1,0,0,0,0,0,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,, +131,American Samoa,2008,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +132,American Samoa,2009,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,,,,,,,,,,,,,, +133,American Samoa,2010,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +134,American Samoa,2011,,,,,,,,,,,,,,,,,,,1,1,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +135,American Samoa,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +136,American Samoa,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +137,Andorra,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +138,Andorra,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +139,Andorra,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +140,Andorra,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +141,Andorra,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +142,Andorra,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +143,Andorra,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +144,Andorra,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +145,Andorra,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +146,Andorra,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +147,Andorra,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +148,Andorra,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +149,Andorra,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +150,Andorra,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +151,Andorra,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +152,Andorra,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +153,Andorra,1996,0,0,0,4,1,0,0,0,1,1,0,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +154,Andorra,1997,0,0,1,2,2,1,6,0,1,2,3,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +155,Andorra,1998,0,0,0,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +156,Andorra,1999,0,0,0,1,1,0,0,0,0,0,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +157,Andorra,2000,0,0,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +158,Andorra,2001,0,,,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +159,Andorra,2002,0,0,0,1,0,0,0,0,1,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +160,Andorra,2003,0,0,0,1,2,0,0,0,1,1,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +161,Andorra,2004,0,0,0,1,1,0,0,0,0,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +162,Andorra,2005,0,0,1,1,0,0,0,0,1,1,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +163,Andorra,2006,0,1,1,2,0,1,1,0,0,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,1,0,,,,,,,,,,,,,, +164,Andorra,2007,,,,,,,,,,1,,1,,,,,,,,,1,,,,,,,,,,,1,,,,,,,,1,1,,,,,,,,,,,,,,, +165,Andorra,2008,0,0,0,0,1,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +166,Andorra,2009,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,2,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +167,Andorra,2010,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,1,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,,,,,,,,,,,,,, +168,Andorra,2011,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +169,Andorra,2012,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0,0,1,0,0,0,,,,,,,,,,,,,, +170,Andorra,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,1,2,1,0,0,0,0,1,0,0,0 +171,Angola,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +172,Angola,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +173,Angola,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +174,Angola,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +175,Angola,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +176,Angola,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +177,Angola,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +178,Angola,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +179,Angola,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +180,Angola,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +181,Angola,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +182,Angola,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +183,Angola,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +184,Angola,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +185,Angola,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +186,Angola,1995,386,724,562,346,224,155,14,371,707,443,264,248,130,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +187,Angola,1996,360,1036,926,1027,469,272,169,388,1066,963,615,370,242,113,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +188,Angola,1997,419,913,1026,819,507,304,193,431,1165,1007,627,411,234,145,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +189,Angola,1998,240,915,950,839,470,219,135,297,1084,970,623,319,169,92,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +190,Angola,1999,391,1134,1237,973,518,314,234,459,1197,1157,743,474,217,194,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +191,Angola,2000,186,999,1003,912,482,312,194,247,1142,1091,844,417,200,120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +192,Angola,2001,230,892,752,648,420,197,173,279,993,869,647,323,200,182,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +193,Angola,2002,435,2223,2292,1915,1187,624,444,640,2610,2208,1600,972,533,305,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +194,Angola,2003,409,2355,2598,1908,1090,512,361,591,3078,2641,1747,1157,395,129,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +195,Angola,2004,554,2684,2659,1998,1196,561,321,733,3198,2772,1854,1029,505,269,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +196,Angola,2005,520,2549,2797,1918,1255,665,461,704,2926,2682,1797,1138,581,417,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +197,Angola,2006,540,2632,3049,2182,1397,729,428,689,2851,2892,1990,1223,583,314,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +198,Angola,2007,484,2824,3197,2255,1357,699,465,703,2943,2721,1812,1041,554,367,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +199,Angola,2008,367,2970,3493,2418,1480,733,420,512,3199,2786,2082,1209,556,337,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +200,Angola,2009,392,3054,3600,2420,1590,748,463,568,3152,2798,1790,1069,572,272,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +201,Angola,2010,448,2900,3584,2415,1424,691,355,558,2763,2594,1688,958,482,286,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +202,Angola,2011,501,3000,3792,2386,1395,680,455,708,2731,2563,1683,1006,457,346,2466,,,,,,,2165,,,,,,,36,,,,,,,64,,,,,,,,,,,,,,,,,,,, +203,Angola,2012,390,2804,3627,2529,1427,732,424,592,2501,2540,1617,1028,529,384,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +204,Angola,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,486,2992,3790,2632,1433,735,386,626,2644,2480,1671,991,481,314 +205,Anguilla,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +206,Anguilla,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +207,Anguilla,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +208,Anguilla,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +209,Anguilla,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +210,Anguilla,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +211,Anguilla,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +212,Anguilla,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +213,Anguilla,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +214,Anguilla,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +215,Anguilla,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +216,Anguilla,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +217,Anguilla,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +218,Anguilla,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +219,Anguilla,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +220,Anguilla,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +221,Anguilla,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +222,Anguilla,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +223,Anguilla,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +224,Anguilla,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +225,Anguilla,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +226,Anguilla,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +227,Anguilla,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +228,Anguilla,2003,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +229,Anguilla,2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +230,Anguilla,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +231,Anguilla,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +232,Anguilla,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +233,Anguilla,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +234,Anguilla,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +235,Anguilla,2010,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +236,Anguilla,2011,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +237,Anguilla,2012,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +238,Anguilla,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +239,Antigua and Barbuda,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +240,Antigua and Barbuda,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +241,Antigua and Barbuda,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +242,Antigua and Barbuda,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +243,Antigua and Barbuda,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +244,Antigua and Barbuda,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +245,Antigua and Barbuda,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +246,Antigua and Barbuda,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +247,Antigua and Barbuda,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +248,Antigua and Barbuda,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +249,Antigua and Barbuda,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +250,Antigua and Barbuda,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +251,Antigua and Barbuda,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +252,Antigua and Barbuda,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +253,Antigua and Barbuda,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +254,Antigua and Barbuda,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +255,Antigua and Barbuda,1996,0,0,0,0,1,0,0,0,0,0,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +256,Antigua and Barbuda,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +257,Antigua and Barbuda,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +258,Antigua and Barbuda,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +259,Antigua and Barbuda,2000,0,0,0,0,0,0,1,1,1,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +260,Antigua and Barbuda,2001,,,,,,,,0,1,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +261,Antigua and Barbuda,2002,0,0,1,0,0,0,0,2,0,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +262,Antigua and Barbuda,2003,0,0,1,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +263,Antigua and Barbuda,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +264,Antigua and Barbuda,2005,,,,1,1,,,,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +265,Antigua and Barbuda,2006,,,,,,,,,,,,,,,0,0,1,1,0,2,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,, +266,Antigua and Barbuda,2007,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +267,Antigua and Barbuda,2008,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +268,Antigua and Barbuda,2009,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +269,Antigua and Barbuda,2010,0,0,2,0,2,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +270,Antigua and Barbuda,2011,0,0,1,1,3,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +271,Antigua and Barbuda,2012,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +272,Antigua and Barbuda,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,1,1,2,2,1,1,0,0,0,0,0,0,1 +273,Argentina,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +274,Argentina,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +275,Argentina,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +276,Argentina,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +277,Argentina,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +278,Argentina,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +279,Argentina,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +280,Argentina,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +281,Argentina,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +282,Argentina,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +283,Argentina,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +284,Argentina,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +285,Argentina,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +286,Argentina,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +287,Argentina,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +288,Argentina,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +289,Argentina,1996,113,611,535,338,276,230,286,107,643,591,528,546,520,463,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +290,Argentina,1997,96,580,600,523,489,417,393,133,566,511,336,240,199,234,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +291,Argentina,1998,84,578,571,463,476,387,370,94,558,498,271,229,207,276,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +292,Argentina,1999,90,490,546,435,464,384,380,108,502,442,292,210,177,249,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +293,Argentina,2000,97,278,594,402,419,368,330,121,544,479,262,230,179,216,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +294,Argentina,2001,78,682,611,495,471,404,436,85,674,561,303,242,215,249,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +295,Argentina,2002,70,612,658,463,477,389,399,117,622,580,301,237,203,255,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +296,Argentina,2003,89,574,565,413,461,366,405,99,516,513,294,241,192,231,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +297,Argentina,2004,64,588,543,399,387,332,345,98,519,477,271,237,169,237,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +298,Argentina,2005,64,621,530,358,384,340,348,90,530,474,290,198,169,240,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +299,Argentina,2006,67,519,484,360,351,346,321,74,438,437,235,197,173,213,394,196,235,143,153,176,187,345,187,185,119,75,90,127,32,111,122,94,92,76,91,36,87,91,69,59,46,75,,,,,,,,,,,,,, +300,Argentina,2007,77,656,623,401,415,389,324,70,558,500,246,217,172,246,539,278,214,189,147,159,152,476,234,199,135,111,67,149,64,157,192,122,96,86,95,39,144,140,89,73,46,90,,,,,,,,,,,,,, +301,Argentina,2008,69,633,611,390,416,364,295,66,536,506,252,221,157,204,417,287,238,175,162,125,142,409,207,199,128,81,79,111,51,163,191,155,104,96,109,37,125,158,88,66,58,78,,,,,,,,,,,,,, +302,Argentina,2009,44,546,483,348,327,303,297,63,434,406,257,185,137,199,269,193,226,154,129,136,144,217,189,156,99,99,62,87,25,86,113,93,79,77,70,24,74,90,61,53,32,55,,,,,,,,,,,,,, +303,Argentina,2010,56,536,491,309,302,340,282,59,421,426,233,184,153,176,190,214,196,155,148,126,134,186,171,132,98,82,67,108,23,91,104,86,60,61,66,17,72,68,56,59,44,45,,,,,,,,,,,,,, +304,Argentina,2011,143,664,657,434,397,358,289,142,587,470,279,192,169,213,325,304,270,179,158,119,118,257,250,221,153,98,73,92,72,217,240,134,95,89,72,75,162,158,107,65,62,60,,,,,,,,,,,,,, +305,Argentina,2012,59,533,484,299,180,182,181,67,652,614,375,364,321,322,322,222,173,126,83,69,83,297,258,195,152,115,125,114,40,128,102,107,75,49,63,46,154,153,147,72,63,84,,,,,,,,,,,,,, +306,Argentina,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,462,1124,1094,768,593,581,491,431,927,808,537,395,307,374 +307,Armenia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +308,Armenia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +309,Armenia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +310,Armenia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +311,Armenia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +312,Armenia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +313,Armenia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +314,Armenia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +315,Armenia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +316,Armenia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +317,Armenia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +318,Armenia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +319,Armenia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +320,Armenia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +321,Armenia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +322,Armenia,1995,1,18,16,11,10,8,1,1,1,7,2,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +323,Armenia,1996,2,53,100,51,43,30,7,0,9,11,9,8,4,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +324,Armenia,1997,2,85,59,77,51,34,12,3,16,22,17,7,14,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +325,Armenia,1998,2,159,90,79,39,17,15,1,21,20,11,10,5,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +326,Armenia,1999,4,151,88,115,76,37,20,6,22,15,20,6,9,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +327,Armenia,2000,2,152,130,131,63,26,21,1,24,27,24,8,8,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +328,Armenia,2001,2,154,120,93,54,24,9,1,40,31,22,10,7,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +329,Armenia,2002,1,95,63,109,93,21,14,2,16,24,32,36,4,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +330,Armenia,2003,12,120,98,75,104,49,18,2,29,31,13,12,9,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +331,Armenia,2004,2,130,72,76,62,25,24,1,24,17,12,10,3,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +332,Armenia,2005,3,170,104,83,84,30,24,3,27,21,10,11,4,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +333,Armenia,2006,0,113,116,96,98,38,17,3,28,29,16,15,7,4,27,172,64,68,97,44,79,25,36,31,15,16,9,11,25,103,29,24,14,8,17,12,19,25,12,18,8,10,,,,,,,,,,,,,, +334,Armenia,2007,1,81,87,100,92,29,20,2,31,22,11,7,7,7,26,122,78,62,106,59,84,12,36,33,23,22,15,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +335,Armenia,2008,0,53,103,74,87,37,15,4,44,25,10,14,10,11,18,107,88,76,112,64,79,15,38,45,27,30,12,13,29,51,30,21,33,13,11,19,23,18,14,14,15,5,,,,,,,,,,,,,, +336,Armenia,2009,1,52,76,59,102,36,16,2,33,29,7,9,9,9,6,102,100,85,106,84,69,6,38,42,23,26,16,22,32,61,28,22,21,15,15,18,31,10,12,18,9,7,,,,,,,,,,,,,, +337,Armenia,2010,0,36,75,49,68,27,15,1,24,17,4,7,8,8,6,77,93,72,101,75,49,7,28,52,17,24,23,15,31,53,44,18,23,17,17,14,35,33,14,28,16,8,,,,,,,,,,,,,, +338,Armenia,2011,0,28,65,52,71,42,8,0,19,16,9,7,7,5,5,66,76,64,93,72,69,11,20,27,18,29,18,14,19,43,33,18,19,22,13,12,30,23,15,21,12,9,,,,,,,,,,,,,, +339,Armenia,2012,1,23,67,60,56,34,18,0,13,19,12,2,5,5,8,53,73,64,84,89,58,2,18,32,13,21,22,16,20,34,14,27,29,18,13,6,12,34,15,11,13,9,,,,,,,,,,,,,, +340,Armenia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,25,116,169,165,254,217,122,17,50,81,48,52,48,33 +341,Aruba,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +342,Aruba,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +343,Aruba,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +344,Aruba,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +345,Aruba,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +346,Aruba,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +347,Aruba,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +348,Aruba,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +349,Aruba,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +350,Aruba,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +351,Aruba,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +352,Aruba,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +353,Aruba,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +354,Aruba,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +355,Aruba,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +356,Aruba,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +357,Aruba,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +358,Aruba,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +359,Aruba,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +360,Aruba,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +361,Aruba,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +362,Aruba,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +363,Aruba,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +364,Aruba,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +365,Aruba,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +366,Aruba,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +367,Aruba,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +368,Aruba,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +369,Aruba,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +370,Aruba,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +371,Aruba,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +372,Aruba,2011,,,,,4,,1,,,1,,,,1,,,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,, +373,Aruba,2012,,,,2,3,,,1,4,,2,1,,1,1,1,,2,4,2,,1,5,,3,2,1,1,,,,2,3,,,1,4,,1,,1,1,,,,,,,,,,,,,, +374,Aruba,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2,1,2,,,1,,,1,2,2 +375,Australia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +376,Australia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +377,Australia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +378,Australia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +379,Australia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +380,Australia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +381,Australia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +382,Australia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +383,Australia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +384,Australia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +385,Australia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +386,Australia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +387,Australia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +388,Australia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +389,Australia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +390,Australia,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +391,Australia,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +392,Australia,1997,1,8,24,18,13,17,28,0,10,15,9,5,10,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +393,Australia,1998,0,11,22,18,13,15,31,2,19,24,15,8,2,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +394,Australia,1999,0,13,40,54,52,37,49,0,10,16,18,6,2,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +395,Australia,2000,3,16,35,25,24,19,49,0,15,19,12,15,5,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +396,Australia,2001,1,23,20,18,18,13,35,1,21,27,16,7,8,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +397,Australia,2002,1,15,20,26,19,13,34,0,15,21,15,6,4,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +398,Australia,2003,0,14,10,2,11,5,30,0,9,13,3,5,4,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +399,Australia,2004,0,18,16,17,15,11,32,0,6,17,5,7,3,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +400,Australia,2005,0,32,27,23,11,12,30,2,18,26,11,10,6,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +401,Australia,2006,1,33,35,23,21,16,43,2,18,27,14,7,9,21,15,37,50,31,36,20,53,22,20,48,30,18,15,42,11,30,48,33,22,21,45,9,30,61,47,40,17,43,,,,,,,,,,,,,, +402,Australia,2007,3,30,33,20,15,14,37,4,26,37,20,12,7,23,17,30,53,23,33,17,45,16,23,41,21,11,12,30,9,32,68,35,25,22,24,8,17,74,29,36,23,26,,,,,,,,,,,,,, +403,Australia,2008,2,46,33,20,27,23,42,3,27,32,14,6,11,10,12,65,58,34,19,26,37,17,29,42,17,13,12,18,11,30,70,38,25,13,28,7,39,67,47,33,26,29,,,,,,,,,,,,,, +404,Australia,2009,3,30,37,16,24,12,34,4,31,27,14,12,11,12,14,46,51,24,23,18,44,10,41,51,24,19,13,13,15,50,95,49,19,14,26,8,32,86,42,28,21,25,,,,,,,,,,,,,, +405,Australia,2010,2,42,33,22,25,9,27,4,36,43,12,2,5,12,13,54,68,28,25,19,36,9,38,52,23,18,9,16,8,33,97,40,23,10,21,5,40,84,28,30,13,25,,,,,,,,,,,,,, +406,Australia,2011,2,38,44,26,19,12,37,3,26,40,23,7,7,17,11,40,82,29,15,26,42,16,37,60,30,13,9,26,8,42,84,43,31,13,22,7,34,88,36,23,18,14,,,,,,,,,,,,,, +407,Australia,2012,3,26,40,17,25,16,37,1,27,48,15,11,9,15,14,43,46,28,29,22,53,14,28,65,27,12,14,12,8,31,119,38,19,17,30,8,32,76,42,32,20,26,,,,,,,,,,,,,, +408,Australia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,28,105,206,108,67,68,120,20,95,165,97,62,46,63 +409,Austria,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +410,Austria,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +411,Austria,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +412,Austria,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +413,Austria,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +414,Austria,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +415,Austria,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +416,Austria,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +417,Austria,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +418,Austria,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +419,Austria,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +420,Austria,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +421,Austria,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +422,Austria,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +423,Austria,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +424,Austria,1995,4,37,95,82,89,71,73,6,22,52,32,21,18,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +425,Austria,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +426,Austria,1997,24,59,117,170,168,122,185,33,41,93,62,52,52,172,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +427,Austria,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +428,Austria,1999,0,13,40,54,52,37,49,0,10,16,18,6,2,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +429,Austria,2000,1,17,30,59,42,23,41,1,11,22,12,11,6,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +430,Austria,2001,1,15,27,39,37,37,27,1,8,13,15,4,6,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +431,Austria,2002,1,8,14,32,43,20,25,0,8,13,7,5,7,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +432,Austria,2003,0,19,31,37,43,19,28,2,10,25,12,7,4,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +433,Austria,2004,1,19,19,38,27,24,21,0,12,15,9,3,3,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +434,Austria,2005,1,32,23,22,41,24,30,0,13,11,8,3,5,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +435,Austria,2006,1,9,25,36,39,19,19,2,12,12,16,5,3,15,22,27,46,53,60,51,74,26,16,19,25,21,18,49,3,11,9,12,15,5,13,2,7,10,7,10,6,25,,,,,,,,,,,,,, +436,Austria,2007,1,12,15,27,26,18,25,2,10,14,7,11,2,19,13,28,54,51,57,59,70,5,24,31,13,23,19,39,0,8,6,15,15,12,29,4,4,6,5,4,9,18,,,,,,,,,,,,,, +437,Austria,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +438,Austria,2009,0,4,10,13,12,7,13,0,7,8,4,5,1,5,6,14,23,14,28,32,47,8,13,14,16,17,7,27,0,2,8,5,11,2,13,2,4,1,12,3,2,13,,,,,,,,,,,,,, +439,Austria,2010,0,4,4,12,13,8,10,1,5,4,2,2,5,6,6,15,11,19,29,17,33,6,7,13,14,12,7,26,1,3,2,10,2,5,7,2,4,6,6,9,5,7,,,,,,,,,,,,,, +440,Austria,2011,0,8,11,9,13,11,13,0,11,6,4,1,3,4,9,14,21,21,20,25,24,8,12,10,16,12,5,18,0,4,10,9,6,4,10,2,5,8,7,3,4,15,,,,,,,,,,,,,, +441,Austria,2012,1,5,8,7,19,9,13,1,10,8,4,4,1,5,9,18,26,13,26,7,28,9,14,19,11,20,5,13,3,10,14,8,5,6,10,0,1,7,7,3,9,14,,,,,,,,,,,,,, +442,Austria,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15,44,66,46,68,53,86,8,45,37,36,34,28,58 +443,Azerbaijan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +444,Azerbaijan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +445,Azerbaijan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +446,Azerbaijan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +447,Azerbaijan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +448,Azerbaijan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +449,Azerbaijan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +450,Azerbaijan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +451,Azerbaijan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +452,Azerbaijan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +453,Azerbaijan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +454,Azerbaijan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +455,Azerbaijan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +456,Azerbaijan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +457,Azerbaijan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +458,Azerbaijan,1995,0,13,29,14,6,4,1,0,5,18,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +459,Azerbaijan,1996,0,57,302,231,47,101,16,5,20,154,86,16,13,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +460,Azerbaijan,1997,0,120,244,194,89,12,3,0,42,70,178,23,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +461,Azerbaijan,1998,0,44,47,24,9,4,2,0,7,10,7,6,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +462,Azerbaijan,1999,0,96,46,217,184,49,0,0,4,17,73,58,19,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +463,Azerbaijan,2000,0,9,24,33,42,30,0,0,3,3,6,3,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +464,Azerbaijan,2001,3,1,3,,,,,2,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +465,Azerbaijan,2002,6,290,433,359,190,72,16,5,48,88,80,34,19,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +466,Azerbaijan,2003,3,212,258,215,113,66,20,1,72,60,62,48,26,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +467,Azerbaijan,2004,8,248,311,222,167,92,83,8,120,65,57,34,33,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +468,Azerbaijan,2005,77,109,297,215,209,187,88,90,64,98,47,32,24,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +469,Azerbaijan,2006,6,241,362,365,120,78,30,2,51,66,66,44,15,8,40,351,448,469,387,96,61,23,114,117,85,52,18,17,107,186,129,60,39,9,4,39,35,41,29,10,3,6,,,,,,,,,,,,,, +470,Azerbaijan,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +471,Azerbaijan,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +472,Azerbaijan,2009,5,229,190,165,151,63,30,11,108,92,37,41,14,19,48,,,,,,,42,,,,,,,105,,,,,,,60,,,,,,,,,,,,,,,,,,,, +473,Azerbaijan,2010,0,328,371,267,280,30,27,3,141,100,57,73,9,18,55,598,316,198,306,57,79,34,175,120,66,80,10,29,97,265,97,67,67,15,12,55,100,64,58,49,8,11,,,,,,,,,,,,,, +474,Azerbaijan,2011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,106,277,107,69,74,32,17,80,111,107,53,64,30,3,,,,,,,,,,,,,, +475,Azerbaijan,2012,4,230,223,170,176,95,48,8,115,89,35,50,35,23,24,459,400,291,294,158,89,26,182,135,74,82,63,36,91,264,96,80,56,30,15,59,104,74,63,37,29,4,,,,,,,,,,,,,, +476,Azerbaijan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,125,958,663,538,556,306,124,90,376,302,145,166,104,75 +477,Bahamas,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +478,Bahamas,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +479,Bahamas,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +480,Bahamas,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +481,Bahamas,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +482,Bahamas,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +483,Bahamas,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +484,Bahamas,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +485,Bahamas,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +486,Bahamas,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +487,Bahamas,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +488,Bahamas,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +489,Bahamas,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +490,Bahamas,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +491,Bahamas,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +492,Bahamas,1995,3,3,5,7,4,2,2,0,1,7,2,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +493,Bahamas,1996,0,1,4,4,5,0,0,0,2,4,4,0,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +494,Bahamas,1997,0,2,14,11,5,3,2,0,2,5,7,4,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +495,Bahamas,1998,0,3,2,7,5,3,0,1,1,3,5,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +496,Bahamas,1999,1,0,10,8,6,0,0,0,1,3,4,2,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +497,Bahamas,2000,1,2,7,9,4,3,2,2,5,7,8,2,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +498,Bahamas,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +499,Bahamas,2002,2,2,2,7,7,3,2,4,1,6,3,3,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +500,Bahamas,2003,0,2,5,6,3,1,3,2,2,2,4,3,2,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +501,Bahamas,2004,3,3,6,14,9,0,1,0,3,4,1,0,3,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +502,Bahamas,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +503,Bahamas,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +504,Bahamas,2007,0,3,3,9,4,1,0,0,3,4,3,1,1,0,0,1,1,1,0,0,1,0,0,0,1,1,0,0,1,0,1,0,0,0,0,2,2,1,0,0,0,0,,,,,,,,,,,,,, +505,Bahamas,2008,0,2,6,5,7,2,0,0,1,4,4,0,0,0,1,0,2,4,1,0,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,1,0,0,0,2,,,,,,,,,,,,,, +506,Bahamas,2009,1,2,7,4,3,1,2,1,2,1,1,0,1,0,2,0,2,1,0,0,1,1,0,1,0,1,0,1,0,1,0,0,0,1,0,0,0,1,0,1,1,0,,,,,,,,,,,,,, +507,Bahamas,2010,0,2,3,5,0,2,0,0,5,1,1,0,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,1,1,1,1,0,0,0,1,1,1,0,0,0,,,,,,,,,,,,,, +508,Bahamas,2011,0,2,3,6,2,2,1,0,1,3,3,0,0,0,1,0,0,4,3,0,1,0,1,2,0,0,0,0,0,0,2,1,0,0,0,1,0,0,1,0,0,0,,,,,,,,,,,,,, +509,Bahamas,2012,0,1,1,6,2,0,2,0,2,5,1,1,0,0,0,0,1,0,4,1,0,0,1,0,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +510,Bahamas,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3,2,2,6,5,2,2,0,2,1,5,2,0,1 +511,Bahrain,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +512,Bahrain,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +513,Bahrain,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +514,Bahrain,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +515,Bahrain,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +516,Bahrain,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +517,Bahrain,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +518,Bahrain,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +519,Bahrain,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +520,Bahrain,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +521,Bahrain,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +522,Bahrain,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +523,Bahrain,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +524,Bahrain,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +525,Bahrain,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +526,Bahrain,1995,0,0,1,2,3,1,3,0,1,1,2,0,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +527,Bahrain,1996,0,8,25,24,16,7,6,1,10,11,7,0,3,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +528,Bahrain,1997,1,11,32,19,10,4,10,0,4,11,4,2,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +529,Bahrain,1998,0,3,40,36,20,13,22,3,4,9,7,5,2,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +530,Bahrain,1999,0,12,19,14,13,5,3,0,6,11,6,0,1,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +531,Bahrain,2000,0,0,3,2,5,3,4,0,1,2,0,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +532,Bahrain,2001,0,1,2,2,6,1,6,0,1,2,0,2,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +533,Bahrain,2002,0,1,1,2,2,1,5,0,1,1,1,1,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +534,Bahrain,2003,0,2,2,1,1,3,4,0,1,0,0,1,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +535,Bahrain,2004,0,0,0,2,2,0,1,0,1,1,1,0,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +536,Bahrain,2005,0,0,0,2,3,0,4,1,1,0,3,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +537,Bahrain,2006,0,10,25,11,18,1,1,0,7,14,4,5,2,0,0,5,16,10,7,1,4,0,4,15,4,2,1,3,0,4,26,8,9,3,7,0,11,14,9,7,2,2,,,,,,,,,,,,,, +538,Bahrain,2007,0,8,26,15,8,4,3,1,10,15,5,3,0,1,0,7,25,7,4,3,4,0,2,8,8,0,1,2,2,10,18,11,8,5,3,5,8,19,7,3,6,3,,,,,,,,,,,,,, +539,Bahrain,2008,0,17,48,27,8,2,3,0,12,16,8,1,0,0,0,3,15,12,5,4,5,0,7,4,3,1,0,0,3,11,25,15,8,1,1,2,7,20,6,5,1,0,,,,,,,,,,,,,, +540,Bahrain,2009,0,13,37,21,13,7,1,0,14,18,3,2,0,2,0,7,22,9,6,0,3,1,14,6,4,0,1,1,2,11,27,18,7,4,1,6,14,18,6,3,3,1,,,,,,,,,,,,,, +541,Bahrain,2010,0,10,16,11,12,4,4,0,8,15,7,1,1,1,2,2,12,12,11,3,4,0,6,4,1,0,0,1,2,4,27,15,6,4,2,1,3,21,8,3,1,1,,,,,,,,,,,,,, +542,Bahrain,2011,1,5,19,13,14,8,2,0,9,5,6,6,0,1,3,3,5,5,3,5,6,0,4,4,3,4,0,2,5,6,24,10,3,2,3,6,5,11,6,4,2,2,,,,,,,,,,,,,, +543,Bahrain,2012,0,9,28,16,11,8,2,1,2,11,8,4,1,0,0,4,5,5,4,1,6,0,2,11,6,1,0,2,0,7,21,9,4,4,1,2,3,14,6,2,4,0,,,,,,,,,,,,,, +544,Bahrain,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4,13,25,60,20,10,4,1,8,33,19,5,4,3 +545,Bangladesh,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +546,Bangladesh,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +547,Bangladesh,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +548,Bangladesh,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +549,Bangladesh,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +550,Bangladesh,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +551,Bangladesh,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +552,Bangladesh,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +553,Bangladesh,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +554,Bangladesh,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +555,Bangladesh,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +556,Bangladesh,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +557,Bangladesh,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +558,Bangladesh,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +559,Bangladesh,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +560,Bangladesh,1995,29,505,983,1001,748,648,424,64,309,546,360,236,132,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +561,Bangladesh,1996,45,723,1322,1264,908,737,472,89,434,663,434,268,151,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +562,Bangladesh,1997,201,2639,5013,5226,3926,2901,2003,328,1883,2634,1748,1029,527,236,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +563,Bangladesh,1998,254,3516,5988,6242,4771,3522,2569,438,2663,3319,2156,1212,649,324,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +564,Bangladesh,1999,259,3504,5777,6143,4748,3568,2701,405,2753,3276,2180,1315,712,333,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +565,Bangladesh,2000,256,3640,5643,5750,4718,3667,2837,495,3029,3238,2247,1315,778,370,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +566,Bangladesh,2001,283,3976,5834,6257,5172,3682,3039,428,3392,3538,2260,1492,763,371,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +567,Bangladesh,2002,449,4490,6288,7038,5981,4493,3682,575,3104,3926,2791,2101,988,865,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +568,Bangladesh,2003,320,5166,7275,8058,6947,5501,4142,544,4298,4282,3258,2086,1150,591,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +569,Bangladesh,2004,420,6171,8281,8914,8327,6276,5144,589,5081,4869,3758,2518,1434,718,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +570,Bangladesh,2005,524,8170,10443,11423,11038,8476,7453,751,6776,6785,5538,3960,2281,1230,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +571,Bangladesh,2006,607,9937,12166,12889,13378,10283,9513,850,8164,8048,6395,5020,2982,1735,1356,3933,4224,3842,3614,2962,3062,1366,4433,3774,2650,1918,1138,709,,,,,,,,,,,,,,,,,,,,,,,,,,,, +572,Bangladesh,2007,523,10210,12442,13003,13307,10653,9830,829,8562,8164,6678,5220,3057,1818,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +573,Bangladesh,2008,422,10618,12926,12761,13355,10772,10386,764,9189,8389,6465,5206,3173,1947,1420,4274,4554,3693,3594,2995,3063,1458,4966,3930,2669,1989,1187,759,1421,4272,4554,3695,3595,2995,3061,1457,4967,3931,2666,1987,1186,760,,,,,,,,,,,,,, +574,Bangladesh,2009,,,,,,,,,,,,,,,1747,,,,,,,1719,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +575,Bangladesh,2010,365,10460,12535,11409,12758,11176,11536,653,9221,8279,6185,5458,3484,2250,548,1942,2301,1917,2364,2329,2714,494,1982,1524,1110,1021,775,559,1078,2427,2854,1696,1386,1026,983,1097,3546,3183,1795,1313,702,421,,,,,,,,,,,,,, +576,Bangladesh,2011,309,9606,11616,10152,11728,10746,11301,623,8849,7679,5683,4946,3457,2253,604,1997,2395,1935,2312,2335,2706,548,2036,1549,1159,995,776,574,1300,2882,3198,2027,1632,1249,1125,1283,3963,3674,2139,1513,849,495,,,,,,,,,,,,,, +577,Bangladesh,2012,316,9479,12021,10837,12744,11843,12236,650,9355,8175,6342,6044,4043,2705,534,2109,2527,2154,2637,2755,3158,575,2160,1695,1266,1212,948,721,1400,3108,3494,2169,1831,1378,1194,1367,4545,4251,2469,1786,969,588,,,,,,,,,,,,,, +578,Bangladesh,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2323,14705,18311,16143,19529,19058,20194,2728,16356,15912,12386,11145,7675,5172 +579,Barbados,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +580,Barbados,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +581,Barbados,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +582,Barbados,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +583,Barbados,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +584,Barbados,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +585,Barbados,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +586,Barbados,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +587,Barbados,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +588,Barbados,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +589,Barbados,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +590,Barbados,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +591,Barbados,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +592,Barbados,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +593,Barbados,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +594,Barbados,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +595,Barbados,1996,0,0,1,0,1,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +596,Barbados,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +597,Barbados,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +598,Barbados,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +599,Barbados,2000,0,0,0,2,0,0,0,0,0,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +600,Barbados,2001,0,1,1,1,0,0,1,0,0,0,1,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +601,Barbados,2002,,2,,,1,,1,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +602,Barbados,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +603,Barbados,2004,,,2,2,6,,4,1,,2,1,1,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +604,Barbados,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +605,Barbados,2006,,,2,,,,,,1,,,,,1,,,,,,,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,, +606,Barbados,2007,0,0,0,0,5,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0,3,0,0,0,,,,,,,,,,,,,, +607,Barbados,2008,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +608,Barbados,2009,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +609,Barbados,2010,0,0,0,1,2,0,0,0,1,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +610,Barbados,2011,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +611,Barbados,2012,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +612,Barbados,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,1,1,1,0,0,0,0,0,0,1,0,0 +613,Belarus,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +614,Belarus,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +615,Belarus,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +616,Belarus,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +617,Belarus,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +618,Belarus,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +619,Belarus,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +620,Belarus,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +621,Belarus,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +622,Belarus,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +623,Belarus,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +624,Belarus,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +625,Belarus,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +626,Belarus,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +627,Belarus,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +628,Belarus,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +629,Belarus,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +630,Belarus,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +631,Belarus,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +632,Belarus,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +633,Belarus,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +634,Belarus,2001,2,,,,,,,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +635,Belarus,2002,0,66,133,217,159,75,51,0,12,22,28,17,17,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +636,Belarus,2003,0,67,134,243,226,96,60,0,18,39,43,26,21,45,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +637,Belarus,2004,,84,170,260,235,83,56,1,31,38,38,35,11,67,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +638,Belarus,2005,,71,180,273,287,118,62,,25,53,50,43,11,62,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +639,Belarus,2006,,61,134,217,260,96,71,1,32,38,43,43,18,58,15,237,560,642,695,328,190,15,213,238,190,176,75,135,18,15,14,26,33,28,19,12,18,32,30,34,28,54,,,,,,,,,,,,,, +640,Belarus,2007,,57,142,205,244,110,56,,28,58,41,35,17,58,11,241,518,544,640,307,193,9,180,256,210,140,75,162,5,17,14,19,31,30,22,6,11,35,20,35,36,54,,,,,,,,,,,,,, +641,Belarus,2008,,44,149,207,261,106,69,,26,43,36,34,20,65,3,194,460,474,637,274,154,6,148,214,172,148,58,132,14,26,35,41,39,49,47,15,27,66,29,40,29,43,,,,,,,,,,,,,, +642,Belarus,2009,0,66,173,208,287,134,54,0,41,52,52,41,25,68,,,,,,,,,,,,,,,6,20,33,36,47,39,29,5,15,46,29,39,31,55,,,,,,,,,,,,,, +643,Belarus,2010,0,65,173,224,293,163,58,1,28,52,56,37,28,91,5,153,432,410,501,261,99,10,128,217,159,112,54,106,7,15,28,43,49,38,23,8,11,35,36,34,44,58,,,,,,,,,,,,,, +644,Belarus,2011,1,53,156,228,290,138,48,3,37,67,47,39,27,83,2,164,374,411,458,255,95,6,107,182,152,97,51,85,8,7,28,45,52,39,25,6,5,34,31,20,40,47,,,,,,,,,,,,,, +645,Belarus,2012,0,44,174,250,266,158,73,1,34,64,47,45,28,93,1,98,350,372,413,216,74,7,90,168,131,102,75,87,4,14,23,42,60,32,26,8,11,33,19,29,34,46,,,,,,,,,,,,,, +646,Belarus,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4,162,565,803,876,600,226,10,131,280,248,168,141,256 +647,Belgium,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +648,Belgium,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +649,Belgium,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +650,Belgium,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +651,Belgium,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +652,Belgium,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +653,Belgium,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +654,Belgium,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +655,Belgium,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +656,Belgium,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +657,Belgium,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +658,Belgium,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +659,Belgium,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +660,Belgium,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +661,Belgium,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +662,Belgium,1995,3,23,49,63,52,54,102,3,12,24,32,17,10,34,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +663,Belgium,1996,1,20,43,49,45,32,59,4,9,30,25,11,10,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +664,Belgium,1997,3,18,45,56,43,41,115,2,11,26,22,13,11,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +665,Belgium,1998,3,22,50,58,48,36,78,2,6,30,20,17,13,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +666,Belgium,1999,2,18,40,49,46,38,83,4,20,38,19,22,8,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +667,Belgium,2000,3,20,57,39,55,32,56,6,15,15,19,4,13,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +668,Belgium,2001,8,31,40,47,44,23,54,6,14,21,24,15,7,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +669,Belgium,2002,1,19,56,52,33,19,58,6,21,19,16,9,16,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +670,Belgium,2003,6,27,33,30,40,17,35,5,20,17,15,11,2,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +671,Belgium,2004,1,26,55,30,37,24,48,6,18,16,20,3,8,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +672,Belgium,2005,1,26,50,32,27,15,47,2,27,31,15,12,4,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +673,Belgium,2006,4,26,52,38,45,27,42,6,25,25,18,6,7,22,20,25,43,33,29,31,48,16,33,29,18,20,12,13,8,22,43,38,25,23,31,9,24,37,19,23,7,21,,,,,,,,,,,,,, +674,Belgium,2007,2,23,55,35,38,18,43,4,13,31,23,7,8,22,25,26,47,45,30,18,53,17,17,27,24,11,10,17,7,17,44,20,11,17,22,11,19,25,28,19,9,17,,,,,,,,,,,,,, +675,Belgium,2008,3,23,40,43,32,24,41,3,17,40,22,8,3,12,18,15,31,29,20,25,43,14,11,24,18,12,10,17,6,20,27,37,18,6,17,7,11,20,15,10,7,12,,,,,,,,,,,,,, +676,Belgium,2009,1,29,33,27,32,24,36,0,21,34,10,7,7,19,22,16,32,17,31,15,34,20,17,22,15,11,8,19,5,12,29,17,15,12,21,11,20,29,18,11,9,19,,,,,,,,,,,,,, +677,Belgium,2010,4,20,39,30,28,20,19,6,13,17,18,11,5,9,23,16,49,37,28,19,43,15,14,25,14,16,6,20,8,16,37,22,19,8,20,5,14,32,14,11,8,12,,,,,,,,,,,,,, +678,Belgium,2011,8,25,50,33,25,16,27,3,13,14,9,3,5,7,17,21,31,20,19,7,40,19,18,25,9,11,12,16,11,20,30,16,5,3,18,6,21,22,6,6,5,17,,,,,,,,,,,,,, +679,Belgium,2012,3,25,33,18,27,22,18,5,23,23,17,9,7,5,18,23,23,24,19,18,26,15,14,10,13,10,8,16,7,22,26,14,14,9,14,9,7,18,17,8,4,10,,,,,,,,,,,,,, +680,Belgium,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,40,63,135,105,86,57,93,19,58,96,50,31,23,50 +681,Belize,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +682,Belize,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +683,Belize,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +684,Belize,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +685,Belize,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +686,Belize,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +687,Belize,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +688,Belize,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +689,Belize,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +690,Belize,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +691,Belize,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +692,Belize,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +693,Belize,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +694,Belize,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +695,Belize,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +696,Belize,1995,1,1,2,4,0,1,1,0,6,2,0,1,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +697,Belize,1996,1,3,2,2,2,3,2,0,1,4,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +698,Belize,1997,2,2,6,3,10,3,6,2,3,2,2,0,4,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +699,Belize,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +700,Belize,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +701,Belize,2000,2,5,7,2,6,3,5,0,2,1,2,4,1,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +702,Belize,2001,0,0,5,9,7,9,11,0,0,3,4,1,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +703,Belize,2002,4,7,5,7,11,4,4,3,5,6,3,4,4,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +704,Belize,2003,1,4,8,10,3,2,8,2,6,3,3,2,5,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +705,Belize,2004,0,4,6,8,6,3,2,1,0,1,1,2,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +706,Belize,2005,0,8,8,6,8,5,3,0,4,4,4,3,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +707,Belize,2006,3,4,4,7,5,1,3,2,6,5,3,5,6,6,0,0,0,4,1,0,2,0,0,2,1,5,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +708,Belize,2007,1,6,8,8,7,6,3,0,8,2,5,2,2,3,,,,,,,,,,,,,,,,1,,,,,,,,1,,,,,,,,,,,,,,,,,, +709,Belize,2008,1,8,12,15,9,5,8,0,5,0,6,4,3,8,,,,,,,,,,,,,,,0,0,1,0,2,0,0,0,0,0,0,1,0,0,,,,,,,,,,,,,, +710,Belize,2009,2,7,9,12,10,6,8,3,2,7,6,3,2,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +711,Belize,2010,2,9,16,22,24,11,18,4,5,7,7,9,4,5,2,2,3,6,5,3,6,2,2,3,5,2,4,2,,,,,,,,,,,,,,,,,,,,,,,,,,,, +712,Belize,2011,0,8,14,9,16,2,0,0,2,0,8,4,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +713,Belize,2012,1,2,7,5,4,3,2,0,4,3,4,4,1,0,1,1,4,5,8,3,9,0,0,4,4,2,1,2,0,0,0,3,0,0,0,0,0,1,0,1,0,0,,,,,,,,,,,,,, +714,Belize,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,8,14,13,18,9,12,3,9,7,6,7,6,8 +715,Benin,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +716,Benin,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +717,Benin,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +718,Benin,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +719,Benin,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +720,Benin,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +721,Benin,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +722,Benin,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +723,Benin,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +724,Benin,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +725,Benin,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +726,Benin,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +727,Benin,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +728,Benin,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +729,Benin,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +730,Benin,1995,14,186,352,306,176,101,92,26,148,197,118,69,32,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +731,Benin,1996,17,215,348,277,166,102,77,34,169,218,136,46,42,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +732,Benin,1997,20,215,376,306,180,76,107,26,169,226,124,64,21,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +733,Benin,1998,20,233,367,251,205,113,71,15,189,242,159,65,39,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +734,Benin,1999,14,250,444,293,207,124,85,28,207,254,153,74,39,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +735,Benin,2000,19,277,428,327,213,103,74,36,239,275,149,76,45,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +736,Benin,2001,18,262,429,323,229,107,85,22,230,279,158,94,42,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +737,Benin,2002,16,248,489,304,231,125,94,35,255,298,159,86,47,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +738,Benin,2003,20,266,504,370,188,117,92,32,226,304,150,93,47,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +739,Benin,2004,16,308,529,344,229,125,82,43,263,354,147,73,45,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +740,Benin,2005,21,306,595,396,270,135,87,25,249,331,145,89,51,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +741,Benin,2006,18,298,624,465,247,124,106,32,310,371,158,111,38,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +742,Benin,2007,22,302,580,422,254,156,89,25,253,331,172,81,43,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +743,Benin,2008,20,333,604,439,284,163,100,38,245,386,173,99,52,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +744,Benin,2009,32,284,575,452,323,157,99,39,265,392,178,85,42,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +745,Benin,2010,18,314,631,443,267,164,85,29,265,382,200,98,42,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +746,Benin,2011,21,320,650,497,353,210,107,41,288,385,246,119,42,52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +747,Benin,2012,23,314,595,524,329,179,121,39,264,346,221,105,65,46,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +748,Benin,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,25,301,591,539,331,156,120,23,251,360,215,120,69,28 +749,Bermuda,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +750,Bermuda,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +751,Bermuda,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +752,Bermuda,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +753,Bermuda,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +754,Bermuda,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +755,Bermuda,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +756,Bermuda,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +757,Bermuda,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +758,Bermuda,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +759,Bermuda,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +760,Bermuda,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +761,Bermuda,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +762,Bermuda,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +763,Bermuda,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +764,Bermuda,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +765,Bermuda,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +766,Bermuda,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +767,Bermuda,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +768,Bermuda,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +769,Bermuda,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +770,Bermuda,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +771,Bermuda,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +772,Bermuda,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +773,Bermuda,2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +774,Bermuda,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +775,Bermuda,2006,,,,1,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,, +776,Bermuda,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +777,Bermuda,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +778,Bermuda,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +779,Bermuda,2010,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +780,Bermuda,2011,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +781,Bermuda,2012,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +782,Bermuda,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +783,Bhutan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +784,Bhutan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +785,Bhutan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +786,Bhutan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +787,Bhutan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +788,Bhutan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +789,Bhutan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +790,Bhutan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +791,Bhutan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +792,Bhutan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +793,Bhutan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +794,Bhutan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +795,Bhutan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +796,Bhutan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +797,Bhutan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +798,Bhutan,1995,2,42,65,36,35,24,11,12,43,44,25,12,9,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +799,Bhutan,1996,4,51,45,43,22,12,8,8,42,41,22,14,6,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +800,Bhutan,1997,4,39,42,36,21,24,8,4,43,34,16,7,6,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +801,Bhutan,1998,3,45,39,24,24,22,9,7,45,26,25,8,11,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +802,Bhutan,1999,10,27,42,31,29,22,14,9,33,34,23,18,14,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +803,Bhutan,2000,6,65,41,30,24,12,2,7,57,34,31,23,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +804,Bhutan,2001,3,51,50,37,32,10,16,6,58,45,20,12,11,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +805,Bhutan,2002,5,54,51,32,26,22,19,6,54,38,22,20,5,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +806,Bhutan,2003,9,62,50,20,25,20,13,14,57,39,17,13,15,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +807,Bhutan,2004,1,54,52,28,27,18,23,8,54,35,33,10,8,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +808,Bhutan,2005,1,47,58,26,23,14,12,9,45,38,13,11,9,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +809,Bhutan,2006,0,65,55,22,20,12,11,5,61,27,10,9,6,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +810,Bhutan,2007,2,60,44,29,26,17,13,3,59,28,21,10,10,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +811,Bhutan,2008,3,85,46,12,18,13,14,9,151,77,32,33,23,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +812,Bhutan,2009,10,74,53,19,19,21,24,22,92,44,27,12,9,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +813,Bhutan,2010,,108,50,25,12,26,13,17,104,45,18,18,10,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +814,Bhutan,2011,2,88,39,26,14,20,19,2,92,40,19,12,4,5,15,16,42,39,12,2,1,10,12,36,37,,1,2,24,32,67,95,43,28,12,18,27,59,87,39,26,16,,,,,,,,,,,,,, +815,Bhutan,2012,6,82,56,30,11,17,11,6,92,58,14,18,9,10,6,12,18,12,8,6,3,4,10,16,12,10,8,2,8,12,56,53,54,40,12,12,18,62,59,58,46,29,,,,,,,,,,,,,, +816,Bhutan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,19,180,129,70,48,44,48,38,199,134,53,45,41,23 +817,Bolivia (Plurinational State of),1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +818,Bolivia (Plurinational State of),1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +819,Bolivia (Plurinational State of),1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +820,Bolivia (Plurinational State of),1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +821,Bolivia (Plurinational State of),1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +822,Bolivia (Plurinational State of),1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +823,Bolivia (Plurinational State of),1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +824,Bolivia (Plurinational State of),1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +825,Bolivia (Plurinational State of),1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +826,Bolivia (Plurinational State of),1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +827,Bolivia (Plurinational State of),1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +828,Bolivia (Plurinational State of),1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +829,Bolivia (Plurinational State of),1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +830,Bolivia (Plurinational State of),1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +831,Bolivia (Plurinational State of),1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +832,Bolivia (Plurinational State of),1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +833,Bolivia (Plurinational State of),1996,178,1359,887,636,525,321,324,172,841,676,422,244,189,175,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +834,Bolivia (Plurinational State of),1997,150,1214,792,579,485,334,318,202,792,548,380,285,192,187,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +835,Bolivia (Plurinational State of),1998,167,1254,885,579,488,364,353,202,777,587,274,264,157,230,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +836,Bolivia (Plurinational State of),1999,222,1182,862,527,482,379,400,225,798,554,352,263,205,222,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +837,Bolivia (Plurinational State of),2000,166,1182,797,518,466,340,366,191,831,588,334,254,192,233,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +838,Bolivia (Plurinational State of),2001,165,1235,761,483,489,359,355,241,915,664,302,226,194,283,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +839,Bolivia (Plurinational State of),2002,231,1235,787,492,417,356,386,281,938,630,358,238,185,295,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +840,Bolivia (Plurinational State of),2003,156,1164,742,501,438,336,442,167,811,549,313,224,196,305,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +841,Bolivia (Plurinational State of),2004,161,1205,750,505,431,319,399,151,793,555,272,205,186,281,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +842,Bolivia (Plurinational State of),2005,157,1320,725,439,391,346,415,160,846,533,276,226,182,262,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +843,Bolivia (Plurinational State of),2006,127,1147,699,471,390,333,398,179,764,461,253,177,148,241,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +844,Bolivia (Plurinational State of),2007,116,1100,604,379,348,328,354,125,736,453,243,193,162,259,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +845,Bolivia (Plurinational State of),2008,128,1253,734,412,391,363,429,147,850,482,237,193,178,251,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +846,Bolivia (Plurinational State of),2009,106,1225,703,393,385,343,429,158,795,502,217,225,161,295,,,,,,,,,,,,,,,72,276,212,109,118,131,165,52,178,126,82,62,56,103,,,,,,,,,,,,,, +847,Bolivia (Plurinational State of),2010,95,1150,622,415,395,338,409,119,744,471,238,191,162,264,92,102,66,43,26,29,42,65,38,42,18,9,29,29,63,234,192,121,122,125,171,47,175,161,62,68,60,93,,,,,,,,,,,,,, +848,Bolivia (Plurinational State of),2011,100,1231,685,372,371,302,457,146,778,459,235,183,155,272,75,115,50,46,35,32,56,76,47,34,18,15,20,24,60,289,204,132,125,94,160,55,164,147,66,66,61,98,,,,,,,,,,,,,, +849,Bolivia (Plurinational State of),2012,99,1096,672,368,358,353,380,101,792,480,223,204,193,249,68,100,62,43,29,32,47,57,37,31,16,23,9,17,41,266,198,105,101,141,181,43,173,149,65,60,65,84,,,,,,,,,,,,,, +850,Bolivia (Plurinational State of),2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,223,1470,978,625,610,556,728,212,945,664,355,277,281,403 +851,"Bonaire, Saint Eustatius and Saba",2010,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +852,"Bonaire, Saint Eustatius and Saba",2011,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +853,"Bonaire, Saint Eustatius and Saba",2012,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +854,"Bonaire, Saint Eustatius and Saba",2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +855,Bosnia and Herzegovina,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +856,Bosnia and Herzegovina,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +857,Bosnia and Herzegovina,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +858,Bosnia and Herzegovina,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +859,Bosnia and Herzegovina,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +860,Bosnia and Herzegovina,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +861,Bosnia and Herzegovina,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +862,Bosnia and Herzegovina,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +863,Bosnia and Herzegovina,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +864,Bosnia and Herzegovina,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +865,Bosnia and Herzegovina,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +866,Bosnia and Herzegovina,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +867,Bosnia and Herzegovina,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +868,Bosnia and Herzegovina,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +869,Bosnia and Herzegovina,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +870,Bosnia and Herzegovina,1995,0,15,61,90,140,139,100,0,40,67,64,49,77,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +871,Bosnia and Herzegovina,1996,5,30,48,62,51,60,39,0,23,28,39,16,27,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +872,Bosnia and Herzegovina,1997,5,48,84,99,66,36,74,11,53,42,50,35,65,83,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +873,Bosnia and Herzegovina,1998,1,28,75,85,75,55,75,3,37,42,27,22,30,85,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +874,Bosnia and Herzegovina,1999,2,44,76,113,89,60,68,6,49,59,34,24,38,87,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +875,Bosnia and Herzegovina,2000,4,56,82,99,66,58,77,4,30,46,29,29,48,124,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +876,Bosnia and Herzegovina,2001,6,39,70,110,89,53,99,7,45,50,34,17,50,127,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +877,Bosnia and Herzegovina,2002,1,36,48,70,69,33,63,2,22,33,18,19,31,81,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +878,Bosnia and Herzegovina,2003,4,32,42,49,52,45,50,4,27,37,34,14,30,73,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +879,Bosnia and Herzegovina,2004,3,66,79,95,82,77,115,3,45,67,43,51,59,102,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +880,Bosnia and Herzegovina,2005,1,22,58,61,78,44,80,2,35,39,33,28,28,130,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +881,Bosnia and Herzegovina,2006,0,40,58,47,53,42,66,0,41,50,24,29,20,88,7,22,30,55,73,82,196,10,22,18,34,48,68,243,5,23,11,13,13,10,29,2,14,20,12,15,12,36,,,,,,,,,,,,,, +882,Bosnia and Herzegovina,2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +883,Bosnia and Herzegovina,2008,0,20,35,38,84,49,79,3,26,26,20,11,6,112,5,39,47,45,99,80,196,1,19,31,39,40,66,212,4,13,18,23,24,13,33,4,12,12,18,12,18,37,,,,,,,,,,,,,, +884,Bosnia and Herzegovina,2009,2,27,35,75,77,67,99,4,31,30,17,19,13,113,3,28,44,48,103,76,198,2,19,27,27,31,59,197,3,12,12,15,17,17,28,0,12,14,8,14,10,20,,,,,,,,,,,,,, +885,Bosnia and Herzegovina,2010,1,27,37,34,61,46,51,0,27,19,16,10,18,94,6,27,26,41,64,71,154,4,27,19,26,31,41,150,1,12,12,7,15,14,29,1,15,8,8,10,8,21,,,,,,,,,,,,,, +886,Bosnia and Herzegovina,2011,2,33,32,52,75,61,62,3,17,27,17,13,25,128,6,24,34,39,61,91,80,6,19,31,25,31,35,127,1,15,7,9,14,16,25,2,5,9,8,11,20,20,,,,,,,,,,,,,, +887,Bosnia and Herzegovina,2012,1,23,32,58,74,62,92,0,33,26,21,10,25,116,7,19,32,29,59,80,102,2,19,20,9,19,27,105,4,17,14,10,13,14,27,4,9,6,12,13,10,23,,,,,,,,,,,,,, +888,Bosnia and Herzegovina,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7,57,73,89,125,136,208,5,53,46,47,50,71,294 +889,Botswana,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +890,Botswana,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +891,Botswana,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +892,Botswana,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +893,Botswana,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +894,Botswana,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +895,Botswana,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +896,Botswana,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +897,Botswana,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +898,Botswana,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +899,Botswana,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +900,Botswana,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +901,Botswana,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +902,Botswana,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +903,Botswana,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +904,Botswana,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +905,Botswana,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +906,Botswana,1997,29,193,509,422,244,143,95,28,291,359,181,97,60,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +907,Botswana,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +908,Botswana,1999,18,177,526,492,274,139,93,46,274,434,225,90,30,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +909,Botswana,2000,25,185,605,488,267,135,96,37,335,469,262,98,57,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +910,Botswana,2001,15,190,539,490,288,116,73,33,328,493,309,116,46,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +911,Botswana,2002,17,226,595,517,244,136,84,45,393,566,290,144,54,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +912,Botswana,2003,22,203,552,446,244,136,78,32,338,524,276,104,52,43,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +913,Botswana,2004,29,245,490,436,271,122,96,49,358,544,290,110,52,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +914,Botswana,2005,27,260,563,506,272,135,97,45,321,491,253,97,55,48,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +915,Botswana,2006,36,262,577,490,289,122,104,54,326,507,259,133,55,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +916,Botswana,2007,25,251,535,442,263,120,82,46,347,430,254,123,47,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +917,Botswana,2008,27,254,528,384,220,113,85,42,347,474,226,135,51,30,225,144,492,473,282,152,132,215,227,461,298,131,67,67,90,63,226,204,103,53,52,87,110,274,154,79,21,28,,,,,,,,,,,,,, +918,Botswana,2009,40,262,539,461,271,136,101,63,331,455,256,128,56,45,311,138,442,439,259,149,123,274,217,488,284,142,67,60,81,69,217,188,96,55,43,84,99,226,149,73,24,25,,,,,,,,,,,,,, +919,Botswana,2010,45,256,590,477,239,137,107,68,338,509,301,119,56,53,142,108,266,327,147,90,86,153,120,271,169,80,41,55,57,53,177,144,87,50,34,58,83,196,166,58,19,28,,,,,,,,,,,,,, +920,Botswana,2011,36,220,464,354,206,110,94,65,286,421,211,105,48,49,141,70,259,259,150,105,100,129,163,254,192,83,38,40,63,46,169,149,99,48,52,40,84,227,138,53,21,24,,,,,,,,,,,,,, +921,Botswana,2012,40,207,394,333,190,79,75,63,267,402,193,109,43,31,170,99,283,325,151,91,99,162,125,314,196,102,44,47,54,47,169,174,79,46,47,46,76,189,127,45,30,22,,,,,,,,,,,,,, +922,Botswana,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,298,423,908,1024,584,346,328,258,501,898,636,317,146,167 +923,Brazil,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +924,Brazil,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +925,Brazil,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +926,Brazil,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +927,Brazil,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +928,Brazil,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +929,Brazil,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +930,Brazil,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +931,Brazil,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +932,Brazil,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +933,Brazil,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +934,Brazil,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +935,Brazil,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +936,Brazil,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +937,Brazil,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +938,Brazil,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +939,Brazil,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +940,Brazil,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +941,Brazil,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +942,Brazil,1999,301,3662,5401,5827,4630,2634,2121,372,2909,3450,2621,1661,1042,1106,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +943,Brazil,2000,1894,7268,11568,11906,8623,5085,4494,1859,6719,7215,5395,3582,2384,2496,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +944,Brazil,2001,468,4455,5536,5184,4285,2353,1694,516,3632,3303,2296,1701,1050,1018,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +945,Brazil,2002,344,4695,5890,6325,4834,2738,2080,380,3715,3584,2817,1755,1031,535,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +946,Brazil,2003,382,4485,5709,6034,4863,2589,2057,401,3582,3542,2540,1676,1001,1022,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +947,Brazil,2004,337,5041,6321,6481,5157,2716,2169,375,3684,3763,2742,1865,1041,1189,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +948,Brazil,2005,317,5074,6119,6128,5259,2803,2140,355,3496,3663,2626,1897,1112,1104,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +949,Brazil,2006,343,4783,6098,6050,5042,2885,2221,343,3132,3506,2569,1885,1121,1139,781,2046,2804,2990,2643,1606,1645,787,1412,1733,1420,1096,726,896,365,825,1504,1458,1066,567,531,311,672,1026,941,612,399,379,,,,,,,,,,,,,, +950,Brazil,2007,371,4399,5990,5456,4878,2726,2075,344,2952,3250,2327,1727,977,972,789,2092,2879,3097,2687,1725,1630,733,1334,1817,1428,1189,842,823,385,821,1489,1414,1022,570,479,314,587,976,873,618,397,373,,,,,,,,,,,,,, +951,Brazil,2008,298,4436,6173,5305,4854,2650,1905,356,2709,3233,2266,1669,964,879,715,2108,2977,2894,2612,1638,1537,711,1315,1857,1434,1171,767,929,356,790,1477,1388,1043,586,494,296,592,951,814,584,384,367,,,,,,,,,,,,,, +952,Brazil,2009,328,4621,6399,5291,5058,2846,1994,352,2880,3326,2271,1758,1077,1011,750,2037,2908,2728,2547,1696,1512,663,1336,1734,1362,1171,750,915,363,901,1441,1315,1044,576,542,293,577,980,798,657,385,379,,,,,,,,,,,,,, +953,Brazil,2010,298,4405,6381,5293,4762,2875,1947,280,2677,3008,2211,1720,1038,979,675,2081,3206,2795,2609,1783,1663,596,1350,1812,1381,1198,835,993,362,819,1464,1277,1006,597,495,239,579,1004,830,602,374,349,,,,,,,,,,,,,, +954,Brazil,2011,336,4877,6755,5462,5054,3083,2142,356,2815,3131,2230,1779,1164,1069,641,1786,2793,2621,2522,1707,1556,602,1125,1517,1247,1068,821,896,296,801,1485,1288,1011,644,502,284,564,975,757,668,393,379,,,,,,,,,,,,,, +955,Brazil,2012,277,5027,6811,5387,5128,3103,2160,303,2798,3013,2173,1785,1113,1030,643,1937,2916,2449,2350,1730,1380,623,1097,1446,1235,1176,853,853,298,879,1521,1250,1075,659,532,244,590,975,802,664,420,367,,,,,,,,,,,,,, +956,Brazil,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1398,7903,11759,10043,8991,6041,4602,1249,4670,5673,4547,3868,2672,2580 +957,British Virgin Islands,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +958,British Virgin Islands,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +959,British Virgin Islands,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +960,British Virgin Islands,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +961,British Virgin Islands,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +962,British Virgin Islands,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +963,British Virgin Islands,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +964,British Virgin Islands,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +965,British Virgin Islands,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +966,British Virgin Islands,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +967,British Virgin Islands,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +968,British Virgin Islands,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +969,British Virgin Islands,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +970,British Virgin Islands,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +971,British Virgin Islands,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +972,British Virgin Islands,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +973,British Virgin Islands,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +974,British Virgin Islands,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +975,British Virgin Islands,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +976,British Virgin Islands,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +977,British Virgin Islands,2000,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +978,British Virgin Islands,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +979,British Virgin Islands,2002,,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +980,British Virgin Islands,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +981,British Virgin Islands,2004,,,,,1,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +982,British Virgin Islands,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +983,British Virgin Islands,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +984,British Virgin Islands,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +985,British Virgin Islands,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +986,British Virgin Islands,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +987,British Virgin Islands,2010,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +988,British Virgin Islands,2011,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +989,British Virgin Islands,2012,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +990,British Virgin Islands,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +991,Brunei Darussalam,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +992,Brunei Darussalam,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +993,Brunei Darussalam,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +994,Brunei Darussalam,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +995,Brunei Darussalam,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +996,Brunei Darussalam,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +997,Brunei Darussalam,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +998,Brunei Darussalam,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +999,Brunei Darussalam,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1000,Brunei Darussalam,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1001,Brunei Darussalam,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1002,Brunei Darussalam,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1003,Brunei Darussalam,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1004,Brunei Darussalam,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1005,Brunei Darussalam,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1006,Brunei Darussalam,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1007,Brunei Darussalam,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1008,Brunei Darussalam,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1009,Brunei Darussalam,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1010,Brunei Darussalam,1999,0,16,42,30,11,25,31,1,16,36,16,16,13,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1011,Brunei Darussalam,2000,0,6,4,15,5,7,15,0,4,6,9,6,3,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1012,Brunei Darussalam,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1013,Brunei Darussalam,2002,2,15,15,7,6,8,14,0,11,9,8,5,5,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1014,Brunei Darussalam,2003,0,5,25,17,8,8,9,0,9,14,11,4,5,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1015,Brunei Darussalam,2004,0,10,13,12,16,11,10,0,6,11,12,8,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1016,Brunei Darussalam,2005,0,9,19,19,12,9,0,0,9,11,8,3,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1017,Brunei Darussalam,2006,2,10,11,12,13,10,11,1,5,11,8,11,4,9,,0,3,1,3,3,3,0,2,0,1,3,0,6,,2,2,1,2,4,2,1,1,10,4,3,3,1,,,,,,,,,,,,,, +1018,Brunei Darussalam,2007,0,5,10,15,21,10,17,0,6,6,12,15,9,2,0,1,0,2,1,1,1,0,0,0,1,0,1,1,0,3,7,2,4,2,6,0,3,5,8,7,1,1,,,,,,,,,,,,,, +1019,Brunei Darussalam,2008,0,10,10,12,21,6,23,1,6,11,8,7,7,10,0,2,2,6,2,1,5,0,2,4,1,1,1,1,0,1,3,2,6,4,4,0,5,8,5,2,1,2,,,,,,,,,,,,,, +1020,Brunei Darussalam,2009,1,5,5,16,13,18,29,0,10,12,11,7,3,10,0,0,0,3,2,0,2,0,1,4,3,0,2,1,1,2,3,4,2,2,2,2,4,8,6,7,3,3,,,,,,,,,,,,,, +1021,Brunei Darussalam,2010,0,17,15,13,18,7,18,2,7,15,12,8,4,10,0,2,4,6,4,1,4,0,0,4,1,0,1,3,1,3,3,4,5,4,4,0,2,7,5,2,2,1,,,,,,,,,,,,,, +1022,Brunei Darussalam,2011,0,11,11,11,10,11,13,2,5,9,6,7,3,10,0,6,6,5,12,2,7,0,1,3,5,1,1,3,0,5,10,5,4,2,4,0,5,3,4,2,1,3,,,,,,,,,,,,,, +1023,Brunei Darussalam,2012,0,10,13,15,13,8,19,0,5,6,9,10,6,5,0,4,8,11,8,6,11,0,4,3,6,3,4,11,1,2,1,1,4,3,6,0,3,1,4,3,0,2,,,,,,,,,,,,,, +1024,Brunei Darussalam,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,14,20,20,27,16,27,3,9,24,17,12,10,12 +1025,Bulgaria,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1026,Bulgaria,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1027,Bulgaria,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1028,Bulgaria,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1029,Bulgaria,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1030,Bulgaria,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1031,Bulgaria,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1032,Bulgaria,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1033,Bulgaria,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1034,Bulgaria,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1035,Bulgaria,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1036,Bulgaria,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1037,Bulgaria,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1038,Bulgaria,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1039,Bulgaria,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1040,Bulgaria,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1041,Bulgaria,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1042,Bulgaria,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1043,Bulgaria,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1044,Bulgaria,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1045,Bulgaria,2000,0,13,16,20,3,9,10,0,11,14,7,3,4,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1046,Bulgaria,2001,1,15,20,23,23,18,13,1,11,16,13,5,2,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1047,Bulgaria,2002,2,62,86,116,132,58,56,6,48,73,45,19,9,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1048,Bulgaria,2003,3,99,169,178,200,121,89,7,85,106,63,44,32,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1049,Bulgaria,2004,10,97,156,166,204,153,111,4,84,111,64,49,35,71,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1050,Bulgaria,2005,9,98,150,195,195,150,136,9,90,111,59,29,37,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1051,Bulgaria,2006,6,86,146,170,184,133,123,12,76,96,86,34,24,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1052,Bulgaria,2007,7,63,122,181,176,131,90,4,63,77,53,38,29,46,17,53,104,83,128,132,164,24,43,71,35,41,45,70,75,46,35,39,41,54,73,67,37,25,31,31,36,63,,,,,,,,,,,,,, +1053,Bulgaria,2008,2,80,145,151,159,127,68,1,57,78,54,31,23,44,11,67,98,103,150,157,172,10,48,56,51,54,44,100,118,36,33,43,31,43,68,83,20,35,27,34,57,59,,,,,,,,,,,,,, +1054,Bulgaria,2009,7,51,93,120,158,96,84,2,65,72,44,44,21,39,10,46,73,72,126,107,144,10,34,46,49,41,58,74,94,52,33,50,39,52,90,79,31,23,26,42,37,92,,,,,,,,,,,,,, +1055,Bulgaria,2010,1,40,115,143,133,90,65,3,42,59,43,23,15,34,6,45,73,69,78,97,117,8,37,44,40,32,35,67,93,34,40,41,42,58,81,102,41,32,31,34,37,81,,,,,,,,,,,,,, +1056,Bulgaria,2011,2,38,100,110,122,92,61,2,41,40,36,28,14,30,6,35,68,78,81,94,97,6,20,44,49,37,36,56,88,33,39,32,32,43,82,69,27,21,20,26,50,66,,,,,,,,,,,,,, +1057,Bulgaria,2012,0,46,89,130,131,82,57,0,37,50,44,24,16,35,6,30,58,62,73,90,93,3,16,40,40,28,32,47,87,31,36,26,37,46,86,80,23,11,21,28,30,64,,,,,,,,,,,,,, +1058,Bulgaria,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,64,89,196,218,247,240,228,82,73,102,111,81,62,137 +1059,Burkina Faso,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1060,Burkina Faso,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1061,Burkina Faso,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1062,Burkina Faso,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1063,Burkina Faso,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1064,Burkina Faso,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1065,Burkina Faso,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1066,Burkina Faso,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1067,Burkina Faso,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1068,Burkina Faso,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1069,Burkina Faso,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1070,Burkina Faso,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1071,Burkina Faso,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1072,Burkina Faso,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1073,Burkina Faso,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1074,Burkina Faso,1995,4,67,133,124,62,48,29,7,76,53,39,26,11,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1075,Burkina Faso,1996,3,47,161,148,115,65,36,10,51,97,67,58,31,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1076,Burkina Faso,1997,3,47,161,148,115,65,36,10,51,97,67,58,31,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1077,Burkina Faso,1998,4,104,270,236,159,89,65,9,83,98,86,82,32,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1078,Burkina Faso,1999,13,85,247,216,118,83,56,8,67,141,92,63,39,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1079,Burkina Faso,2000,12,91,274,252,133,68,65,7,59,128,101,45,38,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1080,Burkina Faso,2001,7,124,283,279,168,122,70,17,80,155,100,49,32,32,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1081,Burkina Faso,2002,6,123,273,266,156,124,83,12,85,159,104,80,30,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1082,Burkina Faso,2003,14,148,313,321,162,129,80,19,102,131,132,70,46,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1083,Burkina Faso,2004,10,155,375,308,204,138,102,22,109,196,148,72,54,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1084,Burkina Faso,2005,18,181,430,370,273,144,113,15,125,248,174,109,54,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1085,Burkina Faso,2006,13,227,473,433,307,183,140,33,155,252,198,99,99,47,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1086,Burkina Faso,2007,8,233,442,429,303,176,145,29,157,243,187,129,88,45,42,22,62,68,66,35,50,29,22,52,54,34,24,17,27,49,59,51,53,30,27,20,30,68,44,26,14,15,,,,,,,,,,,,,, +1087,Burkina Faso,2008,8,225,555,448,314,174,146,33,143,250,180,116,107,57,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1088,Burkina Faso,2009,27,221,592,467,336,230,189,38,156,269,209,154,96,77,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1089,Burkina Faso,2010,20,231,620,493,328,224,173,33,158,259,198,124,97,83,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1090,Burkina Faso,2011,22,265,708,582,375,262,196,31,163,277,221,146,110,92,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1091,Burkina Faso,2012,25,277,769,631,423,250,198,27,160,288,191,156,106,82,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1092,Burkina Faso,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,22,274,828,671,416,252,212,32,163,251,190,134,95,76 +1093,Burundi,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1094,Burundi,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1095,Burundi,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1096,Burundi,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1097,Burundi,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1098,Burundi,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1099,Burundi,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1100,Burundi,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1101,Burundi,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1102,Burundi,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1103,Burundi,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1104,Burundi,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1105,Burundi,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1106,Burundi,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1107,Burundi,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1108,Burundi,1995,5,128,238,224,73,32,19,19,109,124,89,33,12,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1109,Burundi,1996,16,217,283,274,116,41,17,18,132,203,112,53,16,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1110,Burundi,1997,21,208,446,431,198,79,32,30,189,265,198,71,39,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1111,Burundi,1998,45,301,527,530,319,102,33,49,265,321,240,126,47,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1112,Burundi,1999,64,349,566,492,281,102,57,66,291,253,236,109,30,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1113,Burundi,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1114,Burundi,2001,34,344,559,469,238,75,39,81,369,364,337,86,30,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1115,Burundi,2002,16,310,470,520,270,97,52,48,243,242,324,152,24,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1116,Burundi,2003,32,348,572,488,260,106,35,75,308,361,276,119,27,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1117,Burundi,2004,24,352,674,468,292,78,48,51,325,370,232,114,40,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1118,Burundi,2005,34,352,591,525,372,111,55,46,298,399,288,122,36,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1119,Burundi,2006,30,347,600,488,320,114,64,41,296,367,242,140,56,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1120,Burundi,2007,26,425,637,542,372,177,88,55,360,392,276,140,67,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1121,Burundi,2008,30,430,684,526,459,175,80,38,335,340,264,139,72,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1122,Burundi,2009,34,452,717,584,468,240,117,50,326,397,309,157,83,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1123,Burundi,2010,56,481,773,651,570,270,157,78,390,421,332,225,99,87,43,57,108,131,119,78,43,33,55,84,84,77,29,22,245,125,191,182,153,70,44,214,117,197,143,86,43,16,,,,,,,,,,,,,, +1124,Burundi,2011,37,484,743,620,504,235,98,56,345,374,263,180,81,40,18,49,81,107,103,60,60,17,53,63,57,45,36,36,188,132,199,177,135,64,43,159,118,171,128,67,43,25,,,,,,,,,,,,,, +1125,Burundi,2012,45,447,801,667,461,233,103,74,338,367,283,162,64,30,22,56,121,90,82,63,34,19,46,46,67,41,32,27,188,141,229,195,173,96,53,177,152,167,143,89,47,37,,,,,,,,,,,,,, +1126,Burundi,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,262,679,1204,1071,803,426,244,266,534,658,461,336,179,126 +1127,Cabo Verde,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1128,Cabo Verde,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1129,Cabo Verde,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1130,Cabo Verde,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1131,Cabo Verde,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1132,Cabo Verde,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1133,Cabo Verde,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1134,Cabo Verde,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1135,Cabo Verde,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1136,Cabo Verde,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1137,Cabo Verde,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1138,Cabo Verde,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1139,Cabo Verde,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1140,Cabo Verde,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1141,Cabo Verde,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1142,Cabo Verde,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1143,Cabo Verde,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1144,Cabo Verde,1997,0,11,16,19,4,10,10,2,10,10,8,3,10,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1145,Cabo Verde,1998,2,9,14,14,6,6,9,2,12,4,5,3,5,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1146,Cabo Verde,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1147,Cabo Verde,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1148,Cabo Verde,2001,0,5,15,6,5,5,1,2,7,9,7,1,2,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1149,Cabo Verde,2002,3,9,29,20,14,1,2,2,11,11,12,3,4,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1150,Cabo Verde,2003,3,12,32,32,9,7,8,1,6,7,13,7,4,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1151,Cabo Verde,2004,1,8,33,17,20,2,7,2,17,34,11,7,6,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1152,Cabo Verde,2005,0,22,23,26,9,2,8,2,9,16,4,5,3,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1153,Cabo Verde,2006,2,15,22,18,8,6,4,2,14,16,5,6,4,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1154,Cabo Verde,2007,0,24,30,26,18,4,6,0,18,17,5,1,3,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1155,Cabo Verde,2008,0,23,33,29,27,12,6,6,18,21,11,3,5,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1156,Cabo Verde,2009,1,27,40,31,19,3,6,4,13,10,8,4,1,5,7,3,12,14,11,6,2,4,4,10,6,10,3,2,2,5,11,8,9,2,3,1,3,2,3,3,1,0,,,,,,,,,,,,,, +1157,Cabo Verde,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1158,Cabo Verde,2011,0,17,43,35,31,3,3,4,14,15,4,6,3,4,17,9,18,17,17,7,11,6,4,5,4,6,1,5,4,7,13,7,5,0,0,1,4,7,4,3,2,0,,,,,,,,,,,,,, +1159,Cabo Verde,2012,0,29,36,34,24,8,2,0,19,13,9,8,3,4,11,15,19,18,11,8,10,10,6,6,5,6,1,4,6,9,11,6,7,3,0,5,5,6,3,1,1,3,,,,,,,,,,,,,, +1160,Cabo Verde,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,23,46,29,20,9,9,2,12,12,10,4,5,4 +1161,Cambodia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1162,Cambodia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1163,Cambodia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1164,Cambodia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1165,Cambodia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1166,Cambodia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1167,Cambodia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1168,Cambodia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1169,Cambodia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1170,Cambodia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1171,Cambodia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1172,Cambodia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1173,Cambodia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1174,Cambodia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1175,Cambodia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1176,Cambodia,1995,161,453,1244,1147,1253,1257,707,123,388,1133,1435,1426,1180,578,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1177,Cambodia,1996,148,32,1272,1363,1348,1226,726,124,27,1087,1430,1534,1201,547,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1178,Cambodia,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1179,Cambodia,1998,36,446,1330,1477,1521,1293,924,23,367,1184,1531,1667,1359,691,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1180,Cambodia,1999,41,525,1389,1734,1645,1578,1089,51,445,1229,1861,1857,1448,852,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1181,Cambodia,2000,26,519,1323,1618,1456,1373,1058,38,457,1157,1649,1798,1459,892,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1182,Cambodia,2001,29,600,1302,1601,1406,1403,1037,25,455,1033,1526,1687,1428,829,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1183,Cambodia,2002,54,791,1449,1956,1799,1624,1432,54,600,1114,1737,1898,1650,1100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1184,Cambodia,2003,37,805,1514,2183,1848,1729,1487,46,691,1287,1975,2208,1857,1256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1185,Cambodia,2004,36,850,1466,2261,1942,1759,1538,28,658,1276,1882,2176,1836,1270,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1186,Cambodia,2005,49,894,1600,2349,2043,1964,1811,45,790,1413,2089,2323,2058,1573,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1187,Cambodia,2006,50,791,1486,2205,1902,1689,1665,44,749,1330,1839,2072,1915,1557,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1188,Cambodia,2007,50,883,1526,2190,2102,1761,1644,64,749,1351,1698,2105,1839,1459,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1189,Cambodia,2008,49,920,1570,2040,2117,1746,1683,72,808,1403,1809,2093,1943,1607,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1190,Cambodia,2009,37,746,1522,1884,2117,1543,1548,45,801,1252,1461,1894,1637,1376,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1191,Cambodia,2010,39,750,1564,1760,2105,1531,1599,60,752,1321,1303,1732,1607,1331,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1192,Cambodia,2011,34,791,1469,1557,1972,1439,1339,39,690,1211,1092,1528,1473,1242,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1193,Cambodia,2012,31,673,1256,1414,1904,1434,1526,22,612,1088,957,1424,1302,1198,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1194,Cambodia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,32,583,1213,1316,1825,1373,1367,32,540,1079,893,1319,1264,1247 +1195,Cameroon,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1196,Cameroon,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1197,Cameroon,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1198,Cameroon,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1199,Cameroon,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1200,Cameroon,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1201,Cameroon,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1202,Cameroon,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1203,Cameroon,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1204,Cameroon,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1205,Cameroon,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1206,Cameroon,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1207,Cameroon,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1208,Cameroon,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1209,Cameroon,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1210,Cameroon,1995,20,208,569,323,287,204,164,9,185,313,223,153,106,93,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1211,Cameroon,1996,34,151,735,291,178,38,17,21,123,388,202,103,24,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1212,Cameroon,1997,36,321,1011,387,269,79,24,25,277,522,341,179,63,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1213,Cameroon,1998,15,651,1006,787,262,87,35,30,443,595,268,112,53,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1214,Cameroon,1999,49,602,1595,736,433,166,59,47,506,783,505,235,95,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1215,Cameroon,2000,41,518,842,584,284,130,75,63,368,530,293,139,60,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1216,Cameroon,2001,24,643,1000,732,322,154,86,49,482,609,328,155,62,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1217,Cameroon,2002,66,818,1335,1117,619,258,125,59,950,1053,545,236,140,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1218,Cameroon,2003,100,1176,2274,1516,788,330,160,136,1273,1542,745,363,217,72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1219,Cameroon,2004,127,1312,2147,1575,928,408,259,181,1310,1449,756,412,214,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1220,Cameroon,2005,134,1472,2482,1766,1035,463,289,226,1467,1788,1028,503,205,143,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1221,Cameroon,2006,112,1401,2550,1820,1080,437,300,151,1358,1823,960,470,266,142,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1222,Cameroon,2007,121,1392,2613,1874,1011,480,307,152,1443,1963,985,483,248,148,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1223,Cameroon,2008,108,1613,2861,2016,1135,526,281,173,1506,2041,1027,568,234,148,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1224,Cameroon,2009,107,1635,2822,2029,1245,567,355,155,1521,1997,1123,529,245,157,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1225,Cameroon,2010,106,1497,2750,1996,1314,559,329,172,1474,2031,1121,642,290,183,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1226,Cameroon,2011,114,1580,2931,2139,1283,625,361,178,1461,2022,1177,581,281,194,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1227,Cameroon,2012,108,1597,2900,2182,1304,658,375,184,1417,2053,1177,579,295,187,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1228,Cameroon,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,115,,,,,,,176,,,,,, +1229,Canada,1980,12,54,75,83,100,108,186,18,62,51,34,31,33,104,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1230,Canada,1981,8,49,61,64,87,103,141,6,46,57,26,28,35,92,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1231,Canada,1982,6,52,66,69,90,91,150,7,51,57,30,25,38,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1232,Canada,1983,9,47,63,62,90,92,123,11,50,50,29,24,35,86,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1233,Canada,1984,3,44,75,58,68,83,169,9,51,59,28,28,36,100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1234,Canada,1985,11,42,70,59,77,81,168,5,30,56,19,28,48,97,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1235,Canada,1986,9,58,73,62,59,73,147,10,33,54,33,20,26,95,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1236,Canada,1987,9,40,71,60,49,64,129,8,39,48,29,17,26,79,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1237,Canada,1988,4,43,73,62,52,68,131,6,38,56,27,16,26,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1238,Canada,1989,10,45,56,60,54,62,122,6,37,51,23,24,21,81,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1239,Canada,1990,3,35,70,55,40,42,100,1,30,38,26,17,20,72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1240,Canada,1991,7,37,79,53,37,36,110,4,23,37,31,9,20,60,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1241,Canada,1992,6,42,47,58,41,51,79,2,27,28,21,11,15,78,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1242,Canada,1993,8,33,47,53,43,33,74,6,22,50,22,21,21,55,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1243,Canada,1994,2,42,54,42,43,34,87,3,37,37,19,11,13,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1244,Canada,1995,1,28,31,60,34,41,70,7,33,28,22,12,18,51,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1245,Canada,1996,3,28,49,48,31,34,70,2,23,34,28,14,16,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1246,Canada,1997,0,21,55,44,30,44,90,1,36,44,26,13,16,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1247,Canada,1998,4,33,43,51,31,26,80,1,26,31,26,14,18,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1248,Canada,1999,0,23,47,51,36,33,94,4,33,31,28,13,11,51,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1249,Canada,2000,5,34,45,46,41,32,79,4,33,40,30,25,12,66,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1250,Canada,2001,6,24,49,56,40,22,76,5,23,41,33,16,14,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1251,Canada,2002,0,25,34,50,34,27,64,6,32,31,26,17,17,45,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1252,Canada,2003,1,26,36,37,32,21,42,3,21,28,25,15,9,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1253,Canada,2004,2,25,34,38,32,31,64,0,34,55,34,19,22,48,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1254,Canada,2005,3,37,45,44,40,20,68,6,28,40,27,24,13,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1255,Canada,2006,2,34,34,33,42,26,64,4,39,30,25,16,6,52,43,60,25,52,42,29,71,39,40,41,46,23,24,51,6,19,42,43,20,14,40,7,30,46,41,33,29,32,,,,,,,,,,,,,, +1256,Canada,2007,5,31,41,51,50,35,75,2,32,33,33,11,13,51,14,36,38,38,29,28,55,16,34,33,36,20,12,60,36,29,32,49,29,25,33,22,21,55,47,39,30,37,,,,,,,,,,,,,, +1257,Canada,2008,2,39,36,49,53,38,62,3,36,39,39,27,20,45,15,30,44,40,28,34,59,20,24,51,40,28,13,40,24,18,39,38,34,14,38,19,32,44,39,20,16,41,,,,,,,,,,,,,, +1258,Canada,2009,2,45,41,53,55,30,58,3,19,39,28,27,20,42,12,44,49,51,41,29,64,12,45,50,39,20,16,47,29,26,39,42,37,23,34,28,24,50,42,32,28,32,,,,,,,,,,,,,, +1259,Canada,2010,3,30,28,36,32,25,62,1,28,24,16,10,19,44,6,22,39,55,40,38,75,8,19,43,34,26,17,50,12,25,29,43,30,16,38,13,22,66,45,37,30,38,,,,,,,,,,,,,, +1260,Canada,2011,2,34,36,31,40,33,70,3,23,29,28,14,9,55,18,34,45,31,38,23,60,14,34,49,26,22,13,49,18,28,37,44,32,18,38,19,24,66,50,30,32,33,,,,,,,,,,,,,, +1261,Canada,2012,1,33,32,53,51,35,97,6,32,34,29,19,11,45,28,46,57,38,54,35,79,21,40,57,35,27,12,45,28,41,52,43,31,28,53,24,34,45,52,35,19,34,,,,,,,,,,,,,, +1262,Canada,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61,117,110,119,142,127,226,47,85,161,125,92,62,164 +1263,Cayman Islands,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1264,Cayman Islands,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1265,Cayman Islands,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1266,Cayman Islands,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1267,Cayman Islands,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1268,Cayman Islands,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1269,Cayman Islands,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1270,Cayman Islands,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1271,Cayman Islands,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1272,Cayman Islands,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1273,Cayman Islands,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1274,Cayman Islands,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1275,Cayman Islands,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1276,Cayman Islands,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1277,Cayman Islands,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1278,Cayman Islands,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1279,Cayman Islands,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1280,Cayman Islands,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1281,Cayman Islands,1998,0,0,0,0,0,0,1,0,0,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1282,Cayman Islands,1999,0,0,0,1,0,0,0,0,1,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1283,Cayman Islands,2000,0,0,3,1,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1284,Cayman Islands,2001,0,0,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1285,Cayman Islands,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1286,Cayman Islands,2003,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1287,Cayman Islands,2004,0,0,0,0,0,0,0,0,0,0,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1288,Cayman Islands,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1289,Cayman Islands,2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1290,Cayman Islands,2007,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1291,Cayman Islands,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1292,Cayman Islands,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1293,Cayman Islands,2010,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1294,Cayman Islands,2011,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1295,Cayman Islands,2012,0,0,2,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1296,Cayman Islands,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,2,1,0,0,0,1,1,0,0,0,0 +1297,Central African Republic,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1298,Central African Republic,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1299,Central African Republic,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1300,Central African Republic,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1301,Central African Republic,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1302,Central African Republic,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1303,Central African Republic,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1304,Central African Republic,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1305,Central African Republic,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1306,Central African Republic,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1307,Central African Republic,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1308,Central African Republic,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1309,Central African Republic,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1310,Central African Republic,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1311,Central African Republic,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1312,Central African Republic,1995,38,162,356,206,120,40,18,39,233,350,145,57,21,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1313,Central African Republic,1996,46,192,385,234,94,57,15,52,273,346,177,62,45,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1314,Central African Republic,1997,54,211,403,282,144,65,26,53,301,394,207,100,23,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1315,Central African Republic,1998,28,205,482,328,157,76,46,67,353,476,217,115,61,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1316,Central African Republic,1999,28,224,529,367,123,67,65,72,376,498,196,86,52,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1317,Central African Republic,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1318,Central African Republic,2001,15,127,279,171,78,45,16,25,179,236,123,64,23,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1319,Central African Republic,2002,76,264,462,414,154,82,22,66,315,402,262,139,82,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1320,Central African Republic,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1321,Central African Republic,2004,12,58,694,575,241,30,14,14,60,430,559,181,46,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1322,Central African Republic,2005,29,40,1136,160,26,35,15,30,32,420,145,30,40,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1323,Central African Republic,2006,48,409,770,923,152,83,30,52,538,613,647,126,42,16,12,127,172,81,8,5,1,6,99,150,36,5,4,1,46,116,107,72,15,8,0,47,86,708,47,5,3,1,,,,,,,,,,,,,, +1324,Central African Republic,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1325,Central African Republic,2008,68,466,643,515,276,160,81,102,481,673,378,196,136,57,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1326,Central African Republic,2009,124,546,850,662,351,184,94,137,611,723,426,228,128,68,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1327,Central African Republic,2010,78,379,633,468,251,135,63,88,367,576,319,155,73,44,144,130,154,171,108,56,39,139,171,214,146,72,42,12,206,79,84,84,55,18,11,157,78,140,96,39,19,9,,,,,,,,,,,,,, +1328,Central African Republic,2011,70,362,576,467,269,119,59,96,382,530,289,162,62,26,87,52,120,126,43,25,9,104,88,163,77,36,25,8,166,49,90,61,37,18,11,138,78,117,59,30,13,8,,,,,,,,,,,,,, +1329,Central African Republic,2012,73,502,799,660,360,158,92,101,511,689,370,191,96,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1330,Central African Republic,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,54,479,714,568,349,140,57,93,496,626,343,170,71,36 +1331,Chad,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1332,Chad,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1333,Chad,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1334,Chad,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1335,Chad,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1336,Chad,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1337,Chad,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1338,Chad,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1339,Chad,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1340,Chad,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1341,Chad,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1342,Chad,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1343,Chad,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1344,Chad,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1345,Chad,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1346,Chad,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1347,Chad,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1348,Chad,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1349,Chad,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1350,Chad,1999,20,172,414,957,477,42,4,13,28,230,458,78,16,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1351,Chad,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1352,Chad,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1353,Chad,2002,24,90,1029,794,269,37,17,18,28,495,500,187,18,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1354,Chad,2003,155,256,428,549,303,191,78,112,206,363,497,259,151,51,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1355,Chad,2004,72,141,466,415,207,61,29,41,89,317,262,129,25,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1356,Chad,2005,25,194,535,409,229,123,82,28,148,298,211,148,59,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1357,Chad,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1358,Chad,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1359,Chad,2008,63,,,1543,584,,,78,,,777,264,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1360,Chad,2009,48,355,808,642,336,196,126,47,256,339,319,196,90,60,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1361,Chad,2010,76,382,850,666,379,173,99,59,274,413,263,158,79,44,168,207,408,406,245,151,110,140,165,238,185,94,44,37,134,135,139,138,70,44,52,102,86,102,81,49,35,21,,,,,,,,,,,,,, +1362,Chad,2011,92,469,951,764,418,184,121,84,296,438,298,166,109,44,177,279,438,371,225,141,109,143,221,263,209,99,86,38,118,99,124,104,67,52,39,103,65,105,62,41,33,21,,,,,,,,,,,,,, +1363,Chad,2012,68,405,842,634,376,210,88,51,273,403,227,135,91,46,216,288,553,502,253,175,114,154,235,303,225,138,105,66,148,111,151,93,78,51,36,96,83,97,65,47,41,16,,,,,,,,,,,,,, +1364,Chad,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,471,910,1874,1599,1124,721,441,396,629,1075,676,609,476,236 +1365,Chile,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1366,Chile,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1367,Chile,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1368,Chile,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1369,Chile,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1370,Chile,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1371,Chile,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1372,Chile,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1373,Chile,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1374,Chile,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1375,Chile,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1376,Chile,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1377,Chile,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1378,Chile,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1379,Chile,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1380,Chile,1995,24,148,182,204,155,141,163,24,100,120,108,75,73,107,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1381,Chile,1996,8,123,201,207,207,125,139,11,88,117,72,63,47,72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1382,Chile,1997,11,107,182,224,165,153,163,11,92,121,80,66,60,88,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1383,Chile,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1384,Chile,1999,4,118,173,204,206,132,132,9,87,109,97,52,76,98,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1385,Chile,2000,6,81,160,198,150,132,126,10,66,96,70,54,58,83,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1386,Chile,2001,2,78,183,213,190,116,138,9,69,85,76,58,55,83,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1387,Chile,2002,6,87,163,196,193,144,160,7,64,91,82,76,54,89,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1388,Chile,2003,1,77,131,181,183,150,136,8,59,106,81,42,41,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1389,Chile,2004,3,87,148,179,187,124,168,5,58,74,76,57,57,74,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1390,Chile,2005,3,74,128,179,162,115,133,4,55,78,60,56,36,93,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1391,Chile,2006,12,107,140,176,197,179,199,7,70,91,74,95,64,122,6,14,14,21,16,10,21,5,12,17,6,10,4,12,14,42,51,52,62,47,43,15,23,36,41,37,37,70,,,,,,,,,,,,,, +1392,Chile,2007,3,86,137,140,169,139,121,8,59,75,63,49,39,78,4,35,49,51,61,48,84,11,16,29,17,23,15,53,13,37,60,66,61,51,43,8,23,36,46,44,56,60,,,,,,,,,,,,,, +1393,Chile,2008,7,86,131,148,167,135,118,3,52,86,49,37,30,65,10,41,70,49,53,51,86,8,21,23,15,26,20,52,16,32,68,75,65,39,59,5,19,45,58,42,55,58,,,,,,,,,,,,,, +1394,Chile,2009,7,85,141,147,169,109,140,8,51,67,68,52,49,59,8,32,41,54,50,58,73,12,30,19,25,24,37,46,15,36,58,49,58,31,58,7,22,27,46,38,43,61,,,,,,,,,,,,,, +1395,Chile,2010,2,90,115,144,159,122,157,6,56,76,59,56,40,72,6,23,39,65,52,52,81,10,22,24,32,20,29,47,12,31,69,54,56,39,47,16,26,41,42,37,39,44,,,,,,,,,,,,,, +1396,Chile,2011,4,88,139,143,164,127,134,6,62,75,66,69,48,71,9,35,45,49,70,39,72,5,17,20,22,21,21,48,13,43,74,57,57,35,61,13,23,32,35,44,42,65,,,,,,,,,,,,,, +1397,Chile,2012,4,91,122,135,170,117,149,4,59,69,53,56,60,76,8,33,41,50,61,61,94,18,17,18,22,25,29,60,10,31,66,45,46,38,53,5,24,35,31,33,39,57,,,,,,,,,,,,,, +1398,Chile,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,40,135,275,253,300,240,303,19,116,147,118,124,150,184 +1399,China,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1400,China,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1401,China,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1402,China,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1403,China,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1404,China,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1405,China,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1406,China,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1407,China,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1408,China,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1409,China,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1410,China,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1411,China,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1412,China,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1413,China,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1414,China,1995,1102,12791,18306,15487,13105,13489,10130,1169,10890,13250,8376,5679,4579,2841,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1415,China,1996,1409,16490,24057,19695,17024,16758,13697,1624,13773,17218,10214,7020,5346,3945,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1416,China,1997,1456,18547,28247,23006,20330,19667,17041,1534,15258,19547,11758,8259,6422,4823,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1417,China,1998,1481,19699,30093,25088,23483,21651,20501,1558,15726,20203,12672,9399,7122,5728,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1418,China,1999,1247,18961,29328,25095,24239,21564,21367,1431,15178,18846,12370,9838,7131,5663,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1419,China,2000,1131,19111,29399,25206,25593,21429,21771,1420,14536,18496,12377,9899,7102,6296,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1420,China,2001,1213,19121,28520,25544,25759,20789,22799,1405,14500,17446,12041,9963,7175,6491,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1421,China,2002,925,17933,25242,22645,23884,19564,22562,1152,13250,15188,10505,8796,6586,6740,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1422,China,2003,1133,25125,32760,31604,32585,27243,32027,1407,18811,19248,14783,12101,8988,9465,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1423,China,2004,1375,35465,43594,45408,46256,41846,50797,1659,25951,25150,20613,16995,14038,15739,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1424,China,2005,1416,43005,49558,55400,54872,53822,69779,1864,31180,27759,24728,19889,18203,21244,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1425,China,2006,1023,44528,48232,56733,54301,53746,68557,1408,30904,26526,24564,18775,17782,21212,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1426,China,2007,878,44011,46374,56224,54960,56288,70376,1235,29960,24914,23542,18129,17647,21339,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1427,China,2008,751,45596,44651,56182,55740,57492,69678,964,29223,23484,22370,17565,17814,21086,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1428,China,2009,944,44757,41439,53300,54700,57653,67213,1078,29195,22179,21636,16898,17537,20623,2865,51307,42063,47112,44567,47249,58778,2356,32424,23121,22432,18704,19685,22662,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1429,China,2010,759,42851,38880,50246,52925,56754,64514,926,27064,21022,20422,16075,17441,20020,2522,54328,41926,45869,43632,47016,55003,2193,33194,24042,22604,18710,19627,22202,198,403,477,507,505,429,350,112,486,580,798,602,520,358,,,,,,,,,,,,,, +1430,China,2011,645,37514,34597,43087,47949,51315,55881,733,22859,18347,17119,14103,15218,17638,2291,58225,46051,50724,51044,55593,63305,1874,34383,26119,24405,21018,22141,24341,153,415,487,531,466,463,390,103,493,716,709,640,582,392,,,,,,,,,,,,,, +1431,China,2012,511,29018,28324,34505,40428,44821,49413,580,17786,15549,13485,11981,13384,16547,2362,60246,50282,54472,57181,64972,74282,1926,35518,28753,26472,23869,26085,29630,155,393,463,578,499,452,394,91,461,633,677,684,578,421,,,,,,,,,,,,,, +1432,China,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2529,84785,76917,84565,100297,112558,124476,2301,49491,44985,38804,37138,40892,47438 +1433,"China, Hong Kong SAR",1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1434,"China, Hong Kong SAR",1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1435,"China, Hong Kong SAR",1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1436,"China, Hong Kong SAR",1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1437,"China, Hong Kong SAR",1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1438,"China, Hong Kong SAR",1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1439,"China, Hong Kong SAR",1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1440,"China, Hong Kong SAR",1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1441,"China, Hong Kong SAR",1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1442,"China, Hong Kong SAR",1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1443,"China, Hong Kong SAR",1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1444,"China, Hong Kong SAR",1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1445,"China, Hong Kong SAR",1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1446,"China, Hong Kong SAR",1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1447,"China, Hong Kong SAR",1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1448,"China, Hong Kong SAR",1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1449,"China, Hong Kong SAR",1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1450,"China, Hong Kong SAR",1997,5,90,122,174,198,271,593,12,85,114,83,49,64,176,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1451,"China, Hong Kong SAR",1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1452,"China, Hong Kong SAR",1999,3,88,121,162,173,233,432,8,85,109,72,50,43,188,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1453,"China, Hong Kong SAR",2000,4,78,102,160,211,236,578,5,65,115,86,44,45,211,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1454,"China, Hong Kong SAR",2001,6,79,99,162,196,201,519,13,88,119,83,58,34,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1455,"China, Hong Kong SAR",2002,2,99,105,163,207,218,543,8,97,115,90,57,35,153,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1456,"China, Hong Kong SAR",2003,8,104,91,140,195,180,472,10,88,136,102,65,43,160,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1457,"China, Hong Kong SAR",2004,3,59,94,128,226,175,477,6,97,112,87,56,34,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1458,"China, Hong Kong SAR",2005,3,76,84,108,200,168,453,3,67,81,92,57,34,135,19,177,190,213,264,283,907,14,172,237,148,123,78,354,11,26,40,38,40,37,78,10,30,85,83,90,46,87,,,,,,,,,,,,,, +1459,"China, Hong Kong SAR",2006,3,75,84,135,174,161,439,9,59,97,73,54,42,132,13,110,177,187,264,279,888,16,129,193,163,109,76,304,2,27,35,40,36,43,101,4,30,75,78,79,55,92,,,,,,,,,,,,,, +1460,"China, Hong Kong SAR",2007,5,63,80,110,177,175,425,1,59,94,74,64,37,137,15,108,152,146,257,259,863,11,112,183,147,105,75,346,8,20,21,38,48,45,80,9,35,85,74,76,49,105,,,,,,,,,,,,,, +1461,"China, Hong Kong SAR",2008,0,59,79,95,166,208,414,8,65,84,65,45,40,131,9,117,151,201,264,247,959,17,118,183,134,138,95,348,7,19,35,33,43,42,104,6,30,91,72,93,55,98,,,,,,,,,,,,,, +1462,"China, Hong Kong SAR",2009,3,53,64,79,176,179,413,7,56,107,82,56,39,130,8,107,134,159,220,256,803,16,89,189,132,123,91,346,7,24,37,34,50,42,93,5,25,89,58,81,59,118,,,,,,,,,,,,,, +1463,"China, Hong Kong SAR",2010,2,52,84,99,184,166,413,3,49,101,76,64,49,133,17,95,119,130,208,224,711,14,112,124,136,108,80,274,2,16,42,46,45,48,151,6,21,79,80,80,64,112,,,,,,,,,,,,,, +1464,"China, Hong Kong SAR",2011,2,72,52,63,172,189,384,3,56,89,69,60,53,116,9,96,105,109,206,253,715,8,69,158,105,94,87,230,7,24,43,32,54,64,137,6,31,84,85,74,64,110,,,,,,,,,,,,,, +1465,"China, Hong Kong SAR",2012,4,63,67,95,174,178,430,1,45,110,76,51,54,115,5,75,99,118,194,233,709,7,66,140,120,111,88,241,7,33,30,33,39,55,145,3,25,82,74,73,87,131,,,,,,,,,,,,,, +1466,"China, Hong Kong SAR",2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,19,197,200,234,406,593,1299,15,140,346,285,219,242,549 +1467,"China, Macao SAR",1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1468,"China, Macao SAR",1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1469,"China, Macao SAR",1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1470,"China, Macao SAR",1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1471,"China, Macao SAR",1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1472,"China, Macao SAR",1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1473,"China, Macao SAR",1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1474,"China, Macao SAR",1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1475,"China, Macao SAR",1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1476,"China, Macao SAR",1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1477,"China, Macao SAR",1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1478,"China, Macao SAR",1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1479,"China, Macao SAR",1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1480,"China, Macao SAR",1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1481,"China, Macao SAR",1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1482,"China, Macao SAR",1995,0,7,19,20,13,12,16,0,9,18,12,4,5,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1483,"China, Macao SAR",1996,1,16,29,34,20,16,26,0,10,21,14,3,3,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1484,"China, Macao SAR",1997,1,15,38,47,37,34,55,4,10,16,21,5,6,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1485,"China, Macao SAR",1998,0,11,26,42,23,28,56,1,9,13,22,6,3,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1486,"China, Macao SAR",1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1487,"China, Macao SAR",2000,0,10,8,25,22,9,17,0,10,4,6,6,3,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1488,"China, Macao SAR",2001,0,9,17,26,25,11,23,1,5,7,11,10,1,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1489,"China, Macao SAR",2002,1,13,8,21,20,17,21,1,7,10,7,9,1,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1490,"China, Macao SAR",2003,0,9,9,16,27,9,27,0,7,7,11,7,4,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1491,"China, Macao SAR",2004,0,8,7,18,31,12,14,0,5,7,12,3,2,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1492,"China, Macao SAR",2005,3,6,9,21,23,17,22,0,5,9,7,8,1,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1493,"China, Macao SAR",2006,0,15,6,17,32,19,19,1,7,8,9,4,3,4,2,22,10,26,18,15,16,0,20,4,22,9,4,7,0,4,5,0,6,0,2,1,7,5,9,3,0,4,,,,,,,,,,,,,, +1494,"China, Macao SAR",2007,0,14,12,14,30,16,13,2,10,4,6,8,3,6,0,11,13,18,25,19,14,1,9,13,7,4,3,10,,4,1,2,2,2,3,,1,4,3,5,1,1,,,,,,,,,,,,,, +1495,"China, Macao SAR",2008,1,18,12,10,29,19,13,2,7,6,5,6,6,5,1,21,15,11,28,16,14,0,12,8,9,8,5,2,0,3,3,4,4,1,3,0,4,8,7,8,1,3,,,,,,,,,,,,,, +1496,"China, Macao SAR",2009,0,12,12,8,24,15,10,1,5,10,5,6,3,5,0,18,9,9,27,12,8,1,13,11,11,5,2,4,1,3,4,3,3,3,7,0,4,5,4,6,1,1,,,,,,,,,,,,,, +1497,"China, Macao SAR",2010,0,17,5,7,22,20,11,0,7,6,10,5,7,6,1,29,17,10,26,12,14,2,22,11,8,11,3,9,1,8,4,1,2,0,5,0,7,4,6,6,3,2,,,,,,,,,,,,,, +1498,"China, Macao SAR",2011,0,20,22,22,47,39,24,0,28,25,17,18,6,6,0,10,8,9,24,12,13,0,15,12,8,9,3,3,0,3,3,0,4,2,6,1,3,5,2,5,6,6,,,,,,,,,,,,,, +1499,"China, Macao SAR",2012,0,10,12,13,22,32,17,1,12,11,13,3,7,3,0,12,17,7,26,23,11,0,10,11,7,5,4,6,1,2,2,1,1,4,5,0,2,4,1,3,2,3,,,,,,,,,,,,,, +1500,"China, Macao SAR",2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,31,31,37,66,53,65,2,25,34,27,26,20,15 +1501,Colombia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1502,Colombia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1503,Colombia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1504,Colombia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1505,Colombia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1506,Colombia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1507,Colombia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1508,Colombia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1509,Colombia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1510,Colombia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1511,Colombia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1512,Colombia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1513,Colombia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1514,Colombia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1515,Colombia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1516,Colombia,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1517,Colombia,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1518,Colombia,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1519,Colombia,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1520,Colombia,1999,270,1730,1473,1796,1500,350,1210,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1521,Colombia,2000,246,763,1030,963,743,610,746,194,587,758,523,381,304,510,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1522,Colombia,2001,223,1037,703,722,869,646,653,186,865,544,429,436,350,359,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1523,Colombia,2002,209,614,696,688,593,472,662,167,524,545,402,318,258,371,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1524,Colombia,2003,237,684,816,844,853,642,761,174,662,692,512,382,292,421,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1525,Colombia,2004,208,732,824,743,725,564,737,205,624,647,513,361,331,426,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1526,Colombia,2005,178,623,685,666,687,510,695,179,581,533,457,389,292,395,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1527,Colombia,2006,219,709,713,737,785,573,766,210,603,653,520,377,314,469,128,73,111,97,122,96,139,125,73,94,83,52,51,104,67,144,218,238,131,104,155,56,100,130,127,73,61,96,,,,,,,,,,,,,, +1528,Colombia,2007,144,618,704,694,712,574,786,138,599,620,459,393,286,461,120,93,123,143,133,133,182,109,78,104,117,97,102,102,58,134,218,220,149,122,146,47,94,157,132,82,42,102,,,,,,,,,,,,,, +1529,Colombia,2008,136,666,736,666,749,610,797,133,580,608,441,384,284,406,126,106,153,136,130,129,154,137,88,117,109,94,87,143,95,169,257,257,155,137,185,72,118,151,138,109,80,103,,,,,,,,,,,,,, +1530,Colombia,2009,124,697,754,651,692,569,838,121,575,582,434,423,304,447,141,116,143,105,129,116,135,139,94,120,86,105,56,105,123,182,286,246,193,139,207,69,136,185,127,107,78,106,,,,,,,,,,,,,, +1531,Colombia,2010,148,602,765,540,710,610,814,146,560,576,428,374,284,471,161,88,130,121,127,158,216,144,79,115,72,70,100,115,69,169,252,242,178,154,184,51,117,172,139,91,78,89,,,,,,,,,,,,,, +1532,Colombia,2011,105,663,714,558,702,594,753,98,461,535,324,337,278,390,154,165,187,164,229,183,282,148,111,157,138,121,113,203,70,174,294,259,207,169,222,58,152,201,136,119,92,122,,,,,,,,,,,,,, +1533,Colombia,2012,92,613,744,497,653,616,740,79,519,555,376,355,252,432,163,118,208,175,174,203,264,160,87,155,127,117,117,211,70,205,288,284,211,154,209,57,133,177,131,129,82,134,,,,,,,,,,,,,, +1534,Colombia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,299,976,1436,990,1138,1081,1340,272,759,907,651,631,502,755 +1535,Comoros,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1536,Comoros,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1537,Comoros,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1538,Comoros,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1539,Comoros,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1540,Comoros,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1541,Comoros,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1542,Comoros,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1543,Comoros,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1544,Comoros,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1545,Comoros,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1546,Comoros,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1547,Comoros,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1548,Comoros,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1549,Comoros,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1550,Comoros,1995,0,18,13,9,7,8,4,1,13,9,8,6,5,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1551,Comoros,1996,1,19,16,12,4,8,8,1,7,12,6,4,10,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1552,Comoros,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1553,Comoros,1998,0,15,10,13,11,6,0,0,7,9,5,8,4,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1554,Comoros,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1555,Comoros,2000,0,18,7,14,9,3,4,1,9,6,12,1,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1556,Comoros,2001,0,15,11,10,11,3,5,2,10,11,8,4,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1557,Comoros,2002,0,10,9,8,4,3,3,0,11,6,7,6,2,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1558,Comoros,2003,1,7,12,5,1,3,3,0,5,7,1,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1559,Comoros,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1560,Comoros,2005,0,12,9,6,4,2,4,2,10,7,4,8,3,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1561,Comoros,2006,0,12,9,7,4,4,1,0,5,5,9,6,4,1,0,2,3,2,1,2,2,1,2,2,1,2,1,1,1,2,1,3,2,1,0,2,1,0,5,1,1,0,,,,,,,,,,,,,, +1562,Comoros,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1563,Comoros,2008,2,11,11,4,9,5,5,2,6,11,1,6,2,2,4,1,1,0,0,4,0,2,0,0,0,1,1,2,1,1,1,2,1,2,1,0,1,1,2,1,0,5,,,,,,,,,,,,,, +1564,Comoros,2009,1,9,12,12,11,6,3,1,8,4,4,2,2,1,0,0,2,0,2,1,1,2,3,0,0,2,1,1,4,4,1,2,1,1,1,1,2,1,2,1,2,4,,,,,,,,,,,,,, +1565,Comoros,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1566,Comoros,2011,0,10,13,9,5,2,5,2,8,4,2,1,0,1,1,1,0,1,0,1,0,1,1,1,1,2,1,1,1,7,0,5,2,2,0,6,1,3,3,1,0,1,,,,,,,,,,,,,, +1567,Comoros,2012,,9,15,8,4,6,6,1,5,7,5,1,1,3,1,1,4,4,3,3,1,,,1,1,2,,2,,3,2,4,1,,5,,1,3,1,,2,1,,,,,,,,,,,,,, +1568,Comoros,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,7,14,10,8,6,2,0,13,2,2,4,2,0 +1569,Congo,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1570,Congo,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1571,Congo,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1572,Congo,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1573,Congo,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1574,Congo,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1575,Congo,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1576,Congo,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1577,Congo,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1578,Congo,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1579,Congo,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1580,Congo,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1581,Congo,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1582,Congo,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1583,Congo,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1584,Congo,1995,16,265,409,221,73,44,15,17,296,353,167,61,38,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1585,Congo,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1586,Congo,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1587,Congo,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1588,Congo,1999,17,272,407,229,99,39,27,25,297,348,143,83,24,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1589,Congo,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1590,Congo,2001,31,557,756,437,174,85,65,53,554,706,377,177,85,107,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1591,Congo,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1592,Congo,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1593,Congo,2004,9,602,887,451,251,78,32,38,310,800,373,156,88,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1594,Congo,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1595,Congo,2006,32,371,656,392,174,69,51,44,384,500,247,138,79,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1596,Congo,2007,28,351,635,482,233,78,63,45,411,608,334,153,71,60,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1597,Congo,2008,31,417,606,469,195,68,49,56,396,505,308,135,85,51,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1598,Congo,2009,50,474,644,376,220,87,56,65,426,493,292,127,76,47,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1599,Congo,2010,41,435,672,424,203,77,55,49,409,510,296,152,70,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1600,Congo,2011,58,453,705,462,222,80,76,72,408,463,332,200,88,97,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1601,Congo,2012,46,563,716,519,276,113,72,63,438,482,349,171,68,108,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1602,Congo,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,35,502,803,572,246,101,60,46,452,475,300,156,84,71 +1603,Cook Islands,1980,0,2,0,1,1,0,0,0,3,0,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1604,Cook Islands,1981,0,0,1,0,0,0,0,0,0,0,0,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1605,Cook Islands,1982,0,0,0,1,2,3,1,0,2,0,3,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1606,Cook Islands,1983,0,2,1,0,0,1,1,0,4,0,3,1,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1607,Cook Islands,1984,0,0,1,0,1,0,1,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1608,Cook Islands,1985,1,0,0,1,2,1,0,0,1,1,0,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1609,Cook Islands,1986,0,1,0,0,0,0,0,1,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1610,Cook Islands,1987,0,0,0,1,0,0,0,1,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1611,Cook Islands,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1612,Cook Islands,1989,0,0,0,0,0,0,1,1,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1613,Cook Islands,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1614,Cook Islands,1991,0,0,0,0,0,0,0,0,1,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1615,Cook Islands,1992,0,0,0,0,1,2,0,0,0,0,1,0,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1616,Cook Islands,1993,0,0,0,0,2,0,0,0,0,1,0,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1617,Cook Islands,1994,0,0,0,0,0,3,1,1,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1618,Cook Islands,1995,0,0,0,0,0,1,0,0,0,0,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1619,Cook Islands,1996,0,0,0,0,0,0,0,0,0,0,0,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1620,Cook Islands,1997,0,0,0,0,0,1,0,0,0,0,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1621,Cook Islands,1998,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1622,Cook Islands,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1623,Cook Islands,2000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1624,Cook Islands,2001,0,0,0,0,0,1,1,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1625,Cook Islands,2002,0,0,0,0,0,1,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1626,Cook Islands,2003,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1627,Cook Islands,2004,0,0,0,0,0,0,1,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1628,Cook Islands,2005,0,1,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1629,Cook Islands,2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1630,Cook Islands,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1631,Cook Islands,2008,,,,1,,1,,,,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1632,Cook Islands,2009,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1633,Cook Islands,2010,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1634,Cook Islands,2011,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1635,Cook Islands,2012,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1636,Cook Islands,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,0,0,1,1,0,0,0,0,0,0,0 +1637,Costa Rica,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1638,Costa Rica,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1639,Costa Rica,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1640,Costa Rica,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1641,Costa Rica,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1642,Costa Rica,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1643,Costa Rica,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1644,Costa Rica,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1645,Costa Rica,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1646,Costa Rica,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1647,Costa Rica,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1648,Costa Rica,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1649,Costa Rica,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1650,Costa Rica,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1651,Costa Rica,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1652,Costa Rica,1995,1,17,38,24,19,23,22,2,17,15,11,7,9,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1653,Costa Rica,1996,0,11,11,19,15,19,15,0,4,9,7,3,4,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1654,Costa Rica,1997,37,30,82,69,52,35,45,31,28,45,40,30,24,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1655,Costa Rica,1998,30,53,78,67,53,43,36,23,19,43,47,27,17,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1656,Costa Rica,1999,4,28,63,89,70,51,73,10,23,42,37,32,33,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1657,Costa Rica,2000,14,31,53,62,39,28,49,13,21,33,24,20,23,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1658,Costa Rica,2001,2,26,53,72,50,29,36,1,18,31,20,16,16,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1659,Costa Rica,2002,3,26,45,44,43,19,38,6,13,24,19,14,15,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1660,Costa Rica,2003,3,33,47,32,39,28,33,4,25,24,21,30,11,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1661,Costa Rica,2004,1,49,62,45,36,29,43,5,35,29,34,11,18,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1662,Costa Rica,2005,1,43,38,53,34,20,34,1,21,31,18,16,6,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1663,Costa Rica,2006,1,27,36,29,34,25,24,4,27,24,20,15,8,11,12,1,10,6,7,7,9,9,5,5,8,8,3,2,2,10,16,13,5,8,5,3,4,7,7,5,6,4,,,,,,,,,,,,,, +1664,Costa Rica,2007,4,44,57,28,32,17,31,3,16,24,19,16,16,15,10,12,10,6,23,8,8,7,3,5,4,5,6,3,4,5,11,10,9,13,8,3,4,1,4,5,6,8,,,,,,,,,,,,,, +1665,Costa Rica,2008,3,24,39,31,38,17,29,2,19,31,20,14,6,14,12,4,6,8,9,4,11,20,3,,4,5,3,4,2,12,12,8,10,9,13,4,9,3,10,8,5,2,,,,,,,,,,,,,, +1666,Costa Rica,2009,,26,49,27,26,24,29,,27,22,12,10,8,11,16,6,4,15,6,6,15,20,3,7,4,6,2,2,3,8,11,16,12,1,8,4,4,8,4,3,5,2,,,,,,,,,,,,,, +1667,Costa Rica,2010,2,18,48,33,27,22,28,0,18,20,12,14,15,8,12,7,4,8,5,9,12,13,4,1,2,3,2,7,2,8,12,13,15,8,18,1,0,9,6,3,6,7,,,,,,,,,,,,,, +1668,Costa Rica,2011,0,23,24,29,33,22,36,2,18,27,23,19,12,17,18,7,2,9,8,9,25,15,10,5,4,9,1,6,4,4,6,11,11,4,11,3,3,6,5,7,4,6,,,,,,,,,,,,,, +1669,Costa Rica,2012,2,18,33,28,34,41,23,2,11,24,11,12,8,5,13,5,6,9,6,7,9,9,2,5,12,6,5,3,4,3,19,22,9,8,10,3,5,8,3,4,2,2,,,,,,,,,,,,,, +1670,Costa Rica,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,23,28,41,37,37,47,46,9,15,35,23,13,11,42 +1671,Cote d'Ivoire,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1672,Cote d'Ivoire,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1673,Cote d'Ivoire,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1674,Cote d'Ivoire,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1675,Cote d'Ivoire,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1676,Cote d'Ivoire,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1677,Cote d'Ivoire,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1678,Cote d'Ivoire,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1679,Cote d'Ivoire,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1680,Cote d'Ivoire,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1681,Cote d'Ivoire,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1682,Cote d'Ivoire,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1683,Cote d'Ivoire,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1684,Cote d'Ivoire,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1685,Cote d'Ivoire,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1686,Cote d'Ivoire,1995,41,989,2092,1344,759,283,130,99,810,813,497,273,105,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1687,Cote d'Ivoire,1996,118,903,1670,1107,535,262,178,139,803,836,409,194,158,75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1688,Cote d'Ivoire,1997,87,1140,1850,1326,662,398,260,118,955,1123,548,291,184,99,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1689,Cote d'Ivoire,1998,72,1173,1747,1471,795,433,273,104,955,1087,703,347,126,105,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1690,Cote d'Ivoire,1999,98,1069,1794,1240,629,378,251,132,1022,1137,644,260,186,112,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1691,Cote d'Ivoire,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1692,Cote d'Ivoire,2001,108,1205,1818,1378,686,393,302,127,1111,1345,735,342,239,112,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1693,Cote d'Ivoire,2002,102,1271,2194,1490,833,385,307,135,1151,1620,827,358,210,142,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1694,Cote d'Ivoire,2003,116,1232,2075,1517,818,416,366,154,1193,1617,878,443,222,151,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1695,Cote d'Ivoire,2004,114,1418,2323,1530,875,474,387,160,1266,1734,916,472,273,194,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1696,Cote d'Ivoire,2005,128,1346,2449,1606,888,422,385,193,1280,1756,989,528,232,201,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1697,Cote d'Ivoire,2006,171,1467,2476,1614,915,564,368,191,1327,1776,1069,445,275,209,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1698,Cote d'Ivoire,2007,173,1576,2705,1817,981,532,429,225,1349,1973,1126,596,354,235,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1699,Cote d'Ivoire,2008,261,1764,2944,1842,1121,649,482,277,1477,2085,1171,641,326,254,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1700,Cote d'Ivoire,2009,199,1758,2886,1762,1048,527,354,237,1473,1913,1073,559,301,210,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1701,Cote d'Ivoire,2010,159,1751,2858,1882,1010,505,375,246,1431,1819,1051,531,304,209,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1702,Cote d'Ivoire,2011,189,1743,3043,1852,1072,601,348,244,1358,1838,1044,560,301,223,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1703,Cote d'Ivoire,2012,163,1743,3087,2017,1032,552,430,204,1306,1870,1120,536,337,263,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1704,Cote d'Ivoire,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,148,1770,3270,2161,1134,588,420,242,1416,1827,1111,560,314,280 +1705,Croatia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1706,Croatia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1707,Croatia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1708,Croatia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1709,Croatia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1710,Croatia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1711,Croatia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1712,Croatia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1713,Croatia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1714,Croatia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1715,Croatia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1716,Croatia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1717,Croatia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1718,Croatia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1719,Croatia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1720,Croatia,1995,6,38,97,210,132,178,141,10,50,57,57,38,60,130,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1721,Croatia,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1722,Croatia,1997,12,65,88,180,124,118,117,13,43,43,54,28,52,136,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1723,Croatia,1998,14,48,81,177,176,106,129,19,44,64,54,38,48,131,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1724,Croatia,1999,1,29,45,83,93,46,45,2,14,18,15,15,16,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1725,Croatia,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1726,Croatia,2001,0,32,64,186,126,88,64,2,32,36,54,34,28,92,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1727,Croatia,2002,1,18,40,75,77,32,43,0,18,18,20,19,16,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1728,Croatia,2003,0,15,27,68,80,42,60,1,14,19,18,10,15,69,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1729,Croatia,2004,1,18,32,68,81,39,53,3,18,17,11,12,7,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1730,Croatia,2005,1,24,27,48,72,47,34,1,12,18,15,11,6,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1731,Croatia,2006,0,20,23,58,69,30,48,2,16,26,16,22,7,59,10,21,23,41,75,54,99,12,9,19,31,15,21,89,2,7,3,5,18,6,15,2,5,1,7,12,9,21,,,,,,,,,,,,,, +1732,Croatia,2007,,,,,,,,,,,,,,,0,1,2,7,13,8,15,0,2,3,2,4,1,11,0,0,0,2,1,0,2,0,0,0,0,0,0,2,,,,,,,,,,,,,, +1733,Croatia,2008,0,15,25,34,63,32,47,1,11,16,13,15,12,44,13,17,18,40,62,50,88,10,16,23,17,21,26,101,2,4,4,10,7,6,19,1,1,3,3,13,3,25,,,,,,,,,,,,,, +1734,Croatia,2009,0,14,25,41,61,34,38,0,12,8,14,5,10,40,13,21,17,28,54,40,76,11,13,18,12,16,18,73,1,0,6,5,7,8,16,0,1,1,4,6,5,21,,,,,,,,,,,,,, +1735,Croatia,2010,0,10,19,18,38,25,24,1,3,8,4,2,1,30,7,8,14,22,47,56,80,10,13,15,21,15,14,60,0,3,5,5,6,7,12,0,0,4,6,9,6,24,,,,,,,,,,,,,, +1736,Croatia,2011,0,12,5,20,31,31,21,0,12,14,14,8,7,26,4,12,15,30,40,53,45,7,10,10,16,14,24,63,0,0,1,0,6,5,14,2,2,5,2,7,9,22,,,,,,,,,,,,,, +1737,Croatia,2012,0,7,10,18,24,29,14,0,0,10,2,2,3,21,5,9,15,19,41,57,49,5,4,16,19,14,23,60,2,2,3,7,5,5,11,0,2,1,3,4,6,12,,,,,,,,,,,,,, +1738,Croatia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,19,29,32,66,74,93,3,11,18,17,32,25,91 +1739,Cuba,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1740,Cuba,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1741,Cuba,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1742,Cuba,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1743,Cuba,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1744,Cuba,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1745,Cuba,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1746,Cuba,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1747,Cuba,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1748,Cuba,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1749,Cuba,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1750,Cuba,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1751,Cuba,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1752,Cuba,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1753,Cuba,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1754,Cuba,1995,2,59,118,83,75,75,156,1,17,52,29,39,48,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1755,Cuba,1996,0,54,136,86,93,84,138,1,29,44,20,45,42,63,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1756,Cuba,1997,0,69,151,83,63,77,116,2,16,49,33,32,28,46,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1757,Cuba,1998,0,60,140,109,75,53,102,1,17,48,23,30,31,55,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1758,Cuba,1999,1,55,163,97,68,72,100,2,15,37,27,20,28,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1759,Cuba,2000,0,71,167,90,74,55,75,2,9,22,26,22,23,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1760,Cuba,2001,0,36,136,87,39,54,67,1,24,17,22,17,20,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1761,Cuba,2002,0,21,104,83,67,45,77,3,15,28,22,21,20,34,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1762,Cuba,2003,2,23,90,91,62,51,78,0,11,14,20,23,13,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1763,Cuba,2004,0,17,68,95,63,45,50,0,16,20,15,16,20,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1764,Cuba,2005,2,20,73,90,50,58,51,2,14,17,26,13,22,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1765,Cuba,2006,,22,73,93,50,47,50,,8,18,22,12,14,23,2,4,20,31,27,32,24,2,4,4,8,6,14,10,1,6,24,23,10,7,3,2,4,3,5,4,,4,,,,,,,,,,,,,, +1766,Cuba,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1767,Cuba,2008,2,30,66,108,67,59,53,3,11,14,22,18,11,34,9,8,18,30,15,17,19,4,5,4,8,10,7,13,1,11,20,23,14,9,6,0,3,2,6,3,4,4,,,,,,,,,,,,,, +1768,Cuba,2009,,16,57,72,70,42,65,,10,13,16,13,14,30,7,9,14,21,23,17,19,5,3,2,6,7,8,9,1,13,18,14,9,4,10,,2,5,5,5,3,2,,,,,,,,,,,,,, +1769,Cuba,2010,3,17,61,89,78,53,57,1,15,15,14,16,17,26,11,5,17,29,30,29,39,5,2,2,6,11,10,16,0,5,16,19,11,15,4,1,6,2,8,3,4,4,,,,,,,,,,,,,, +1770,Cuba,2011,2,14,51,83,86,50,48,1,6,18,18,17,17,26,5,5,19,20,37,25,49,4,3,6,10,6,5,25,1,5,13,18,11,3,6,0,4,4,4,9,5,3,,,,,,,,,,,,,, +1771,Cuba,2012,1,15,45,83,70,45,36,0,13,12,16,12,13,13,6,4,18,30,32,23,26,8,4,4,9,7,14,15,0,13,18,13,14,10,12,3,3,6,4,6,2,8,,,,,,,,,,,,,, +1772,Cuba,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5,23,82,136,145,89,94,4,15,31,30,31,28,44 +1773,Curacao,2010,0,0,0,2,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1774,Curacao,2011,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1775,Curacao,2012,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1776,Curacao,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,0,0,1,0,0,0,0,1,0,0,0 +1777,Cyprus,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1778,Cyprus,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1779,Cyprus,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1780,Cyprus,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1781,Cyprus,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1782,Cyprus,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1783,Cyprus,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1784,Cyprus,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1785,Cyprus,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1786,Cyprus,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1787,Cyprus,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1788,Cyprus,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1789,Cyprus,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1790,Cyprus,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1791,Cyprus,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1792,Cyprus,1995,0,1,1,0,1,1,2,0,1,1,1,2,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1793,Cyprus,1996,0,0,0,0,0,1,0,0,2,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1794,Cyprus,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1795,Cyprus,1998,0,0,1,0,0,0,1,0,1,3,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1796,Cyprus,1999,5,1,6,2,2,10,0,4,1,2,3,1,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1797,Cyprus,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1798,Cyprus,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1799,Cyprus,2002,0,2,1,1,1,0,2,0,1,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1800,Cyprus,2003,0,1,4,3,0,0,1,0,0,2,2,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1801,Cyprus,2004,0,3,3,0,1,1,1,0,1,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1802,Cyprus,2005,0,3,1,1,1,0,1,0,1,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1803,Cyprus,2006,0,0,1,1,0,1,0,0,2,3,0,0,0,0,0,0,0,0,0,2,2,2,4,5,6,1,0,0,1,0,0,0,0,0,1,0,0,2,1,0,0,1,,,,,,,,,,,,,, +1804,Cyprus,2007,0,2,1,0,0,0,0,0,1,3,1,0,0,0,0,6,6,1,1,2,,0,3,5,1,0,,,0,0,1,0,0,0,0,1,0,3,0,1,0,0,,,,,,,,,,,,,, +1805,Cyprus,2008,0,1,0,0,1,0,0,0,1,2,1,0,0,0,1,2,7,3,2,0,0,0,3,6,2,1,0,1,1,0,1,0,0,0,1,1,0,2,1,0,0,0,,,,,,,,,,,,,, +1806,Cyprus,2009,0,1,4,0,1,1,1,0,1,2,2,0,0,0,0,2,3,1,0,1,2,0,2,1,2,0,0,1,1,1,2,0,0,0,1,0,0,3,3,1,0,0,,,,,,,,,,,,,, +1807,Cyprus,2010,0,2,1,0,0,0,0,0,0,3,1,0,0,0,2,4,2,0,0,1,0,0,0,2,0,1,0,0,0,0,3,0,1,1,0,0,0,5,2,0,0,1,,,,,,,,,,,,,, +1808,Cyprus,2011,0,0,3,4,0,0,1,0,1,0,2,0,0,0,0,1,1,0,0,1,3,0,2,3,2,0,0,1,0,1,0,1,0,0,0,0,0,1,1,0,0,1,,,,,,,,,,,,,, +1809,Cyprus,2012,0,0,4,2,1,1,0,0,3,2,1,0,0,1,1,2,6,0,5,4,0,0,2,4,1,2,0,1,0,0,1,0,2,1,1,0,0,4,0,0,0,2,,,,,,,,,,,,,, +1810,Cyprus,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,3,6,4,2,4,3,0,1,9,6,1,0,2 +1811,Czech Republic,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1812,Czech Republic,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1813,Czech Republic,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1814,Czech Republic,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1815,Czech Republic,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1816,Czech Republic,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1817,Czech Republic,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1818,Czech Republic,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1819,Czech Republic,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1820,Czech Republic,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1821,Czech Republic,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1822,Czech Republic,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1823,Czech Republic,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1824,Czech Republic,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1825,Czech Republic,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1826,Czech Republic,1995,2,10,22,83,88,53,90,0,9,11,20,13,19,88,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1827,Czech Republic,1996,1,10,40,77,121,66,90,1,10,17,11,21,20,89,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1828,Czech Republic,1997,0,5,25,71,94,64,83,0,12,8,12,17,18,72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1829,Czech Republic,1998,0,7,37,88,104,67,95,1,6,17,12,18,11,82,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1830,Czech Republic,1999,2,13,27,62,98,45,75,1,5,14,18,15,3,71,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1831,Czech Republic,2000,0,7,31,52,89,61,59,0,15,13,9,10,7,57,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1832,Czech Republic,2001,0,18,39,47,85,43,50,0,10,17,8,11,9,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1833,Czech Republic,2002,0,14,28,39,89,38,40,0,6,10,8,8,6,43,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1834,Czech Republic,2003,0,11,28,42,67,48,50,0,9,15,15,12,7,34,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1835,Czech Republic,2004,0,10,28,36,71,30,35,0,11,17,9,13,13,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1836,Czech Republic,2005,0,8,24,57,55,45,46,0,3,14,16,7,5,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1837,Czech Republic,2006,0,6,19,39,56,38,25,0,4,12,12,10,6,30,0,3,31,36,59,73,89,2,7,18,13,25,25,99,1,4,9,10,13,23,51,1,6,2,6,14,14,50,,,,,,,,,,,,,, +1838,Czech Republic,2007,0,14,26,35,63,39,29,0,6,8,5,9,5,28,0,11,32,38,58,57,82,2,3,16,13,16,20,59,1,3,6,4,7,14,28,1,3,6,3,2,11,27,,,,,,,,,,,,,, +1839,Czech Republic,2008,0,7,29,39,44,35,31,0,4,14,8,5,10,23,0,21,34,36,48,57,67,0,14,18,21,22,17,77,2,4,13,7,6,14,20,2,1,5,6,2,10,34,,,,,,,,,,,,,, +1840,Czech Republic,2009,0,11,29,25,39,44,29,0,3,6,7,5,4,15,2,12,19,17,38,40,76,1,7,18,10,17,10,51,2,2,3,4,7,7,20,2,3,8,5,6,6,22,,,,,,,,,,,,,, +1841,Czech Republic,2010,0,12,19,36,29,29,19,0,6,10,11,7,2,20,3,5,32,28,54,40,54,0,3,17,12,8,21,48,0,1,5,6,11,9,18,0,4,3,2,1,4,30,,,,,,,,,,,,,, +1842,Czech Republic,2011,0,10,29,20,38,28,24,0,4,9,4,4,3,15,3,7,23,33,38,49,56,2,6,7,11,18,9,44,1,6,7,2,6,9,13,0,0,0,3,3,7,17,,,,,,,,,,,,,, +1843,Czech Republic,2012,0,7,21,24,42,33,22,1,3,11,8,3,7,26,1,6,13,26,26,47,48,2,5,12,7,11,13,51,1,0,6,3,10,9,23,0,2,10,3,4,4,14,,,,,,,,,,,,,, +1844,Czech Republic,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3,13,37,47,59,75,83,2,17,19,19,16,16,65 +1845,Democratic People's Republic of Korea,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1846,Democratic People's Republic of Korea,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1847,Democratic People's Republic of Korea,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1848,Democratic People's Republic of Korea,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1849,Democratic People's Republic of Korea,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1850,Democratic People's Republic of Korea,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1851,Democratic People's Republic of Korea,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1852,Democratic People's Republic of Korea,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1853,Democratic People's Republic of Korea,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1854,Democratic People's Republic of Korea,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1855,Democratic People's Republic of Korea,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1856,Democratic People's Republic of Korea,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1857,Democratic People's Republic of Korea,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1858,Democratic People's Republic of Korea,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1859,Democratic People's Republic of Korea,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1860,Democratic People's Republic of Korea,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1861,Democratic People's Republic of Korea,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1862,Democratic People's Republic of Korea,1997,5,375,430,640,620,430,240,2,205,295,210,205,175,148,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1863,Democratic People's Republic of Korea,1998,0,21,36,34,36,31,25,0,11,24,24,25,20,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1864,Democratic People's Republic of Korea,1999,14,294,438,401,294,151,30,10,162,235,327,237,68,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1865,Democratic People's Republic of Korea,2000,293,928,1508,2927,2519,1167,651,167,683,1121,2004,1524,591,357,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1866,Democratic People's Republic of Korea,2001,207,1081,1593,2276,2208,1149,606,123,690,1132,1354,1120,553,336,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1867,Democratic People's Republic of Korea,2002,199,1444,2282,2584,2618,1235,745,140,1049,1720,1642,1505,892,521,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1868,Democratic People's Republic of Korea,2003,86,1154,2279,2678,2469,1412,634,93,823,1623,1607,1395,769,370,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1869,Democratic People's Republic of Korea,2004,175,1284,2559,2991,2858,1464,460,118,887,1577,1640,1473,724,269,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1870,Democratic People's Republic of Korea,2005,167,1409,2422,2688,2040,1185,485,166,1127,1756,1890,1381,764,336,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1871,Democratic People's Republic of Korea,2006,157,1498,2393,3219,2301,1479,591,87,725,1373,2051,1373,791,397,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1872,Democratic People's Republic of Korea,2007,353,1947,2748,3717,2831,2093,674,406,1233,1682,2672,1723,1056,440,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1873,Democratic People's Republic of Korea,2008,441,2341,3320,4263,3988,2704,948,479,1259,1792,2428,2282,1177,604,1188,2506,3858,4566,3800,2533,1037,1102,1737,2089,3067,2058,1334,569,387,889,1386,1485,1218,674,204,319,786,1048,1027,846,513,132,,,,,,,,,,,,,, +1874,Democratic People's Republic of Korea,2009,364,2359,3607,4211,3927,2879,1061,474,1408,2067,2660,2370,1479,500,1277,2358,3734,4324,3931,2756,1277,1006,1796,2370,2951,2438,1542,731,417,1143,1476,1580,1304,686,348,381,902,1100,1205,942,475,273,,,,,,,,,,,,,, +1875,Democratic People's Republic of Korea,2010,447,2524,4046,4849,4061,2629,1153,407,1493,2461,2910,2276,1347,637,970,2712,4412,5382,4811,2785,1249,787,1643,2774,3487,2838,1725,710,695,1096,1618,1857,1533,867,401,598,776,1089,1324,992,571,298,,,,,,,,,,,,,, +1876,Democratic People's Republic of Korea,2011,314,2218,4066,5493,4542,2474,1024,227,1390,2264,3093,2409,1271,494,1138,2843,4535,5944,4968,2899,1217,876,1818,2856,3528,2727,1481,627,949,1381,2017,2314,1775,975,452,935,1049,1347,1514,1203,631,286,,,,,,,,,,,,,, +1877,Democratic People's Republic of Korea,2012,293,2439,4015,5055,4373,2699,1150,227,1447,2475,3005,2623,1527,576,988,2880,4531,5484,4498,2726,1104,821,1790,2792,3343,2724,1587,691,1020,1473,2187,2357,1765,985,482,980,1043,1452,1513,1135,614,315,,,,,,,,,,,,,, +1878,Democratic People's Republic of Korea,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2874,7057,11239,13618,11382,6674,2653,2365,4717,7094,8611,6916,3762,1629 +1879,Democratic Republic of the Congo,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1880,Democratic Republic of the Congo,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1881,Democratic Republic of the Congo,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1882,Democratic Republic of the Congo,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1883,Democratic Republic of the Congo,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1884,Democratic Republic of the Congo,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1885,Democratic Republic of the Congo,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1886,Democratic Republic of the Congo,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1887,Democratic Republic of the Congo,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1888,Democratic Republic of the Congo,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1889,Democratic Republic of the Congo,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1890,Democratic Republic of the Congo,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1891,Democratic Republic of the Congo,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1892,Democratic Republic of the Congo,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1893,Democratic Republic of the Congo,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1894,Democratic Republic of the Congo,1995,373,1572,2382,1890,1184,634,289,331,1223,1532,1232,863,427,137,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1895,Democratic Republic of the Congo,1996,228,1040,1627,1492,998,548,285,292,1153,1528,1142,728,377,149,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1896,Democratic Republic of the Congo,1997,259,1401,1996,1599,996,614,276,321,1376,1874,1271,723,386,150,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1897,Democratic Republic of the Congo,1998,455,3684,5073,3578,2002,997,518,651,4074,4536,2716,1295,722,272,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1898,Democratic Republic of the Congo,1999,474,4061,5886,4191,2250,1279,626,708,4472,4991,3117,1725,836,305,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1899,Democratic Republic of the Congo,2000,485,4048,5833,4151,2549,1295,602,718,4422,5146,3309,1724,855,351,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1900,Democratic Republic of the Congo,2001,581,4651,6794,4817,2876,1384,724,842,4922,5586,3704,2057,1042,470,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1901,Democratic Republic of the Congo,2002,649,4965,7414,4994,3065,1388,791,874,5378,6230,3939,2262,1055,476,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1902,Democratic Republic of the Congo,2003,854,5885,8427,6193,3776,1836,1047,1233,6630,7711,4826,2866,1457,592,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1903,Democratic Republic of the Congo,2004,1195,7007,9467,7114,4442,2376,1229,1679,7630,8540,5529,3413,1850,721,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1904,Democratic Republic of the Congo,2005,1321,6675,9808,7577,5022,2637,1499,1695,7570,8501,5832,3898,2054,951,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1905,Democratic Republic of the Congo,2006,1122,6391,9486,7321,5011,2657,1504,1517,7236,8522,5621,3762,2019,975,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1906,Democratic Republic of the Congo,2007,1343,6485,9548,7925,5341,2801,1752,1842,7130,8415,5939,4127,2352,1099,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1907,Democratic Republic of the Congo,2008,1515,6497,9988,8552,5756,3131,1686,1828,7304,8995,6393,4104,2516,1212,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1908,Democratic Republic of the Congo,2009,1453,6587,9964,8475,6155,3393,1821,1773,7091,8753,6477,4556,2655,1336,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1909,Democratic Republic of the Congo,2010,1707,6859,10412,9134,6464,3641,1907,1987,7199,9120,6721,4579,2612,1311,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1910,Democratic Republic of the Congo,2011,1579,6640,9872,8932,6415,3584,1911,1800,6802,8742,6541,4537,2671,1295,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1911,Democratic Republic of the Congo,2012,1439,6612,10274,9361,6612,3698,1941,1699,6598,8406,6471,4131,2625,1257,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1912,Democratic Republic of the Congo,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1380,6776,10218,9280,6587,3841,2016,1706,6376,8352,6472,4402,2551,1263 +1913,Denmark,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1914,Denmark,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1915,Denmark,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1916,Denmark,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1917,Denmark,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1918,Denmark,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1919,Denmark,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1920,Denmark,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1921,Denmark,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1922,Denmark,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1923,Denmark,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1924,Denmark,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1925,Denmark,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1926,Denmark,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1927,Denmark,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1928,Denmark,1995,0,7,16,28,18,9,11,2,7,13,8,4,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1929,Denmark,1996,0,4,16,13,13,8,6,0,5,9,8,4,3,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1930,Denmark,1997,1,11,19,23,16,6,6,1,6,8,2,5,2,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1931,Denmark,1998,0,7,20,21,18,7,9,1,6,16,8,7,6,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1932,Denmark,1999,4,9,29,23,21,8,9,1,11,18,11,7,8,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1933,Denmark,2000,5,10,20,24,16,11,14,5,16,15,14,6,7,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1934,Denmark,2001,1,10,15,20,15,4,9,5,5,12,13,7,5,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1935,Denmark,2002,2,11,8,25,14,6,9,1,14,17,11,10,2,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1936,Denmark,2003,3,11,20,23,22,12,9,0,6,13,12,6,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1937,Denmark,2004,1,6,12,17,27,15,12,2,10,16,10,9,7,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1938,Denmark,2005,0,12,12,18,23,9,7,2,11,5,13,9,3,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1939,Denmark,2006,0,8,13,15,27,10,8,1,6,12,9,5,5,4,9,14,8,17,13,6,8,4,9,7,13,7,4,4,3,12,9,10,6,1,7,5,8,7,10,6,2,9,,,,,,,,,,,,,, +1940,Denmark,2007,0,6,12,20,29,16,6,1,8,12,8,4,5,8,9,13,14,10,17,6,8,8,10,13,6,7,10,6,1,10,10,10,5,3,2,6,6,16,4,4,2,4,,,,,,,,,,,,,, +1941,Denmark,2008,0,8,15,9,24,10,8,2,5,7,5,8,4,1,7,12,13,16,12,9,11,9,7,4,9,13,6,12,2,7,12,9,5,4,5,1,3,13,12,4,2,4,,,,,,,,,,,,,, +1942,Denmark,2009,0,7,7,13,15,12,5,2,7,16,7,8,2,1,10,7,9,17,18,6,11,5,8,12,4,9,3,6,0,6,13,4,5,1,3,4,8,5,8,3,2,1,,,,,,,,,,,,,, +1943,Denmark,2010,0,8,22,10,13,16,2,0,4,6,15,8,9,4,5,5,14,12,11,6,5,3,3,9,11,14,3,5,0,2,9,5,2,1,3,1,0,5,5,2,2,4,,,,,,,,,,,,,, +1944,Denmark,2011,0,5,14,18,32,16,4,0,5,5,9,7,2,7,2,4,11,9,13,5,10,5,4,4,7,11,8,7,2,3,6,8,3,2,0,1,4,7,6,1,0,2,,,,,,,,,,,,,, +1945,Denmark,2012,0,7,9,25,19,15,6,3,2,7,3,7,3,1,6,10,17,10,27,17,11,7,7,11,5,10,11,7,0,4,12,8,4,8,1,1,6,13,7,4,5,1,,,,,,,,,,,,,, +1946,Denmark,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,14,30,42,37,51,26,17,8,9,27,17,26,20,6 +1947,Djibouti,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1948,Djibouti,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1949,Djibouti,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1950,Djibouti,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1951,Djibouti,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1952,Djibouti,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1953,Djibouti,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1954,Djibouti,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1955,Djibouti,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1956,Djibouti,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1957,Djibouti,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1958,Djibouti,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1959,Djibouti,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1960,Djibouti,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1961,Djibouti,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1962,Djibouti,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1963,Djibouti,1996,30,421,429,139,77,52,27,31,247,212,67,38,21,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1964,Djibouti,1997,52,428,442,167,115,66,23,51,202,225,75,38,17,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1965,Djibouti,1998,23,348,396,191,81,57,23,28,208,197,76,43,17,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1966,Djibouti,1999,25,348,371,159,87,67,22,20,158,168,84,38,20,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1967,Djibouti,2000,17,302,347,139,67,60,42,12,147,156,47,31,17,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1968,Djibouti,2001,17,267,331,125,65,51,23,17,156,134,59,44,15,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1969,Djibouti,2002,20,256,320,124,58,55,25,18,142,136,48,28,19,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1970,Djibouti,2003,10,222,288,132,76,42,24,19,127,123,55,38,28,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1971,Djibouti,2004,19,217,225,142,68,38,28,16,111,115,49,23,25,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1972,Djibouti,2005,18,220,252,119,62,47,29,23,123,117,66,23,13,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1973,Djibouti,2006,14,225,246,165,63,33,20,24,117,129,59,35,18,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1974,Djibouti,2007,14,241,264,142,83,44,23,8,129,131,62,35,14,18,5,49,31,18,11,5,10,6,42,44,36,11,13,8,260,143,134,80,33,20,12,229,124,130,72,52,24,16,,,,,,,,,,,,,, +1975,Djibouti,2008,17,232,275,180,93,56,46,22,138,159,79,53,15,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1976,Djibouti,2009,18,230,295,183,90,49,24,18,139,154,85,52,29,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1977,Djibouti,2010,28,211,243,151,67,49,20,20,104,120,89,36,24,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1978,Djibouti,2011,35,212,265,149,97,45,33,31,139,118,104,57,30,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1979,Djibouti,2012,22,208,240,147,81,47,26,20,132,94,73,36,26,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1980,Djibouti,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,202,215,137,73,46,35,21,130,113,55,59,23,17 +1981,Dominica,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1982,Dominica,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1983,Dominica,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1984,Dominica,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1985,Dominica,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1986,Dominica,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1987,Dominica,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1988,Dominica,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1989,Dominica,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1990,Dominica,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1991,Dominica,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1992,Dominica,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1993,Dominica,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1994,Dominica,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1995,Dominica,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1996,Dominica,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1997,Dominica,1996,0,0,1,2,1,1,0,0,0,1,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1998,Dominica,1997,0,0,0,0,1,1,1,0,0,0,0,1,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1999,Dominica,1998,0,0,0,0,1,0,0,0,2,0,1,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2000,Dominica,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2001,Dominica,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2002,Dominica,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2003,Dominica,2002,,,,,,1,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2004,Dominica,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2005,Dominica,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2006,Dominica,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2007,Dominica,2006,0,0,1,1,0,1,1,0,1,0,1,1,1,0,0,0,0,2,0,0,2,0,0,0,3,0,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2008,Dominica,2007,0,0,0,1,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2009,Dominica,2008,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,1,1,5,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2010,Dominica,2009,0,0,1,1,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2011,Dominica,2010,0,0,0,0,0,3,1,0,0,0,1,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2012,Dominica,2011,0,0,,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2013,Dominica,2012,0,2,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2014,Dominica,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,2,1,0,0,0,0,0,0,0,0,0 +2015,Dominican Republic,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2016,Dominican Republic,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2017,Dominican Republic,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2018,Dominican Republic,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2019,Dominican Republic,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2020,Dominican Republic,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2021,Dominican Republic,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2022,Dominican Republic,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2023,Dominican Republic,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2024,Dominican Republic,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2025,Dominican Republic,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2026,Dominican Republic,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2027,Dominican Republic,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2028,Dominican Republic,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2029,Dominican Republic,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2030,Dominican Republic,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2031,Dominican Republic,1996,17,231,262,128,79,45,42,21,178,147,61,44,23,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2032,Dominican Republic,1997,76,450,471,246,145,111,81,53,314,329,171,102,77,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2033,Dominican Republic,1998,62,340,416,184,130,114,50,60,265,247,141,79,73,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2034,Dominican Republic,1999,90,507,485,356,238,166,183,99,363,359,226,160,121,136,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2035,Dominican Republic,2000,73,410,481,344,173,125,113,65,317,325,212,115,79,75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2036,Dominican Republic,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2037,Dominican Republic,2002,39,295,417,270,145,86,71,35,251,241,137,81,49,62,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2038,Dominican Republic,2003,52,364,518,331,194,116,112,48,301,288,211,116,82,73,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2039,Dominican Republic,2004,45,391,502,363,180,122,104,39,301,288,177,104,60,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2040,Dominican Republic,2005,43,399,483,386,228,123,105,57,339,332,209,119,72,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2041,Dominican Republic,2006,25,342,480,340,207,111,92,38,287,320,189,106,63,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2042,Dominican Republic,2007,23,290,403,362,209,108,85,29,249,242,174,103,53,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2043,Dominican Republic,2008,16,322,398,337,198,122,105,34,288,272,163,96,55,52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2044,Dominican Republic,2009,30,344,428,284,217,116,88,28,278,271,160,92,49,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2045,Dominican Republic,2010,29,276,346,292,170,112,85,43,239,207,142,102,54,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2046,Dominican Republic,2011,20,333,406,318,200,133,112,30,242,274,159,103,66,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2047,Dominican Republic,2012,15,317,489,315,197,126,111,26,230,260,148,119,62,68,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2048,Dominican Republic,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,22,388,477,333,244,158,113,30,246,240,166,130,66,62 +2049,Ecuador,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2050,Ecuador,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2051,Ecuador,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2052,Ecuador,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2053,Ecuador,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2054,Ecuador,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2055,Ecuador,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2056,Ecuador,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2057,Ecuador,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2058,Ecuador,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2059,Ecuador,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2060,Ecuador,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2061,Ecuador,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2062,Ecuador,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2063,Ecuador,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2064,Ecuador,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2065,Ecuador,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2066,Ecuador,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2067,Ecuador,1998,169,402,286,58,,,,44,290,175,99,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2068,Ecuador,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2069,Ecuador,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2070,Ecuador,2001,39,673,832,269,202,251,116,37,591,584,267,180,208,190,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2071,Ecuador,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2072,Ecuador,2003,18,310,266,194,125,75,96,24,217,140,94,56,44,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2073,Ecuador,2004,84,732,537,563,265,315,153,108,522,342,268,170,161,120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2074,Ecuador,2005,48,446,468,308,237,150,159,48,329,305,199,139,85,127,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2075,Ecuador,2006,32,479,496,340,259,181,183,46,321,315,183,143,92,112,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2076,Ecuador,2007,42,555,486,367,282,178,227,57,365,335,198,133,100,123,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2077,Ecuador,2008,32,507,518,372,278,187,202,56,334,331,185,126,107,145,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2078,Ecuador,2009,40,485,519,296,297,212,230,49,342,312,162,141,99,146,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2079,Ecuador,2010,32,499,529,314,309,227,246,52,298,308,178,158,113,110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2080,Ecuador,2011,45,481,547,364,323,272,232,49,340,311,177,141,118,121,46,42,59,40,23,17,23,31,18,25,10,13,21,12,39,77,131,107,58,52,58,20,50,78,39,29,31,39,,,,,,,,,,,,,, +2081,Ecuador,2012,37,506,567,387,359,291,333,59,333,337,184,164,146,153,35,28,41,20,25,18,19,24,17,15,7,9,12,15,29,102,126,87,61,50,50,19,72,80,55,40,43,42,,,,,,,,,,,,,, +2082,Ecuador,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,115,686,825,545,540,353,385,119,440,387,268,239,176,199 +2083,Egypt,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2084,Egypt,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2085,Egypt,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2086,Egypt,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2087,Egypt,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2088,Egypt,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2089,Egypt,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2090,Egypt,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2091,Egypt,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2092,Egypt,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2093,Egypt,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2094,Egypt,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2095,Egypt,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2096,Egypt,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2097,Egypt,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2098,Egypt,1995,223,542,665,460,408,463,160,134,288,367,274,256,160,75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2099,Egypt,1996,58,714,1056,703,485,308,154,64,52,420,259,229,89,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2100,Egypt,1997,50,737,1033,767,465,291,142,64,525,388,264,200,114,34,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2101,Egypt,1998,45,761,943,761,475,286,174,60,489,405,291,204,139,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2102,Egypt,1999,31,708,889,691,458,288,170,57,485,347,248,193,112,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2103,Egypt,2000,21,641,827,667,476,307,158,55,457,343,257,211,112,48,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2104,Egypt,2001,34,586,879,614,453,268,159,57,438,396,265,207,109,49,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2105,Egypt,2002,39,662,774,682,576,303,171,77,424,365,245,254,145,60,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2106,Egypt,2003,42,586,814,675,631,404,195,57,463,338,268,282,175,71,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2107,Egypt,2004,14,563,763,588,502,502,204,44,491,317,233,233,111,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2108,Egypt,2005,25,524,606,421,414,243,123,48,431,298,205,218,132,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2109,Egypt,2006,54,542,728,563,587,340,136,64,470,367,338,279,155,87,212,223,260,142,122,105,116,127,224,171,182,132,68,42,184,313,338,204,119,111,54,123,299,323,322,183,118,32,,,,,,,,,,,,,, +2110,Egypt,2007,35,588,853,629,643,359,214,25,500,325,245,225,173,72,124,150,193,157,137,96,86,85,158,157,129,123,73,35,159,355,377,263,171,100,69,141,337,312,276,153,106,50,,,,,,,,,,,,,, +2111,Egypt,2008,13,581,640,807,791,431,242,7,382,412,308,195,169,113,83,118,129,132,112,71,59,70,110,83,71,66,56,23,186,266,291,298,252,159,134,158,249,186,161,149,125,51,,,,,,,,,,,,,, +2112,Egypt,2009,17,536,599,797,885,417,271,10,317,369,456,210,191,126,90,109,139,116,102,70,62,61,115,113,94,89,53,25,157,353,374,265,168,99,68,139,334,309,275,154,106,49,,,,,,,,,,,,,, +2113,Egypt,2010,9,358,617,783,725,407,217,8,199,352,423,292,192,97,85,111,112,115,99,72,64,62,58,115,95,91,54,26,176,376,399,278,182,106,73,150,357,331,293,162,112,53,,,,,,,,,,,,,, +2114,Egypt,2011,23,382,611,596,715,387,168,7,192,355,387,280,198,94,76,67,109,112,98,69,30,66,56,112,92,88,52,25,215,194,390,316,206,121,83,185,273,376,333,185,109,90,,,,,,,,,,,,,, +2115,Egypt,2012,23,373,597,582,698,379,164,8,187,346,379,274,193,92,68,60,97,100,87,60,27,59,52,98,82,78,47,22,202,183,367,298,195,114,78,190,257,355,314,174,102,84,,,,,,,,,,,,,, +2116,Egypt,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,282,556,940,886,896,516,245,230,425,803,687,572,320,176 +2117,El Salvador,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2118,El Salvador,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2119,El Salvador,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2120,El Salvador,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2121,El Salvador,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2122,El Salvador,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2123,El Salvador,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2124,El Salvador,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2125,El Salvador,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2126,El Salvador,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2127,El Salvador,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2128,El Salvador,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2129,El Salvador,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2130,El Salvador,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2131,El Salvador,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2132,El Salvador,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2133,El Salvador,1996,102,76,76,77,57,54,92,102,76,62,43,49,38,61,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2134,El Salvador,1997,13,86,110,117,71,68,75,17,67,72,44,33,42,45,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2135,El Salvador,1998,21,95,131,99,87,65,84,21,81,93,53,40,43,71,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2136,El Salvador,1999,18,102,128,104,88,88,104,20,81,73,61,47,44,65,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2137,El Salvador,2000,13,99,124,114,92,62,107,28,81,76,63,63,39,47,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2138,El Salvador,2001,20,101,144,100,78,62,101,22,68,86,59,59,53,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2139,El Salvador,2002,8,85,127,101,91,59,93,6,80,84,61,49,51,85,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2140,El Salvador,2003,7,75,105,103,81,59,89,7,70,71,47,48,44,64,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2141,El Salvador,2004,5,92,121,90,84,77,91,15,64,73,55,44,48,67,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2142,El Salvador,2005,5,97,140,128,104,74,117,6,85,82,59,50,42,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2143,El Salvador,2006,6,93,124,101,76,54,103,7,71,80,49,50,38,61,,,,,,,,,,,,,,,27,15,40,26,14,10,33,17,18,38,18,11,5,11,,,,,,,,,,,,,, +2144,El Salvador,2007,8,79,179,110,73,62,95,4,63,85,50,45,33,56,147,5,9,6,8,6,11,129,6,5,9,4,3,10,27,22,46,26,23,13,19,20,18,30,26,18,9,9,,,,,,,,,,,,,, +2145,El Salvador,2008,8,107,168,112,67,79,89,8,73,71,55,42,40,66,138,9,25,6,4,4,13,138,4,4,2,3,4,8,17,22,49,31,15,12,16,27,25,29,37,13,11,9,,,,,,,,,,,,,, +2146,El Salvador,2009,7,99,147,111,80,64,111,2,59,69,50,46,27,58,138,11,19,6,9,12,13,119,9,5,4,4,7,7,19,30,42,32,16,11,16,37,20,47,26,18,10,5,,,,,,,,,,,,,, +2147,El Salvador,2010,5,101,170,96,77,62,101,6,63,65,49,58,51,68,122,18,16,16,11,11,14,102,6,4,8,4,4,2,27,36,38,40,21,11,12,27,15,40,29,19,10,3,,,,,,,,,,,,,, +2148,El Salvador,2011,3,114,183,106,96,77,115,6,61,61,44,52,69,92,111,9,27,24,13,19,16,99,9,12,13,5,7,7,23,47,52,34,21,13,30,26,37,34,26,14,15,12,,,,,,,,,,,,,, +2149,El Salvador,2012,5,131,194,122,100,87,115,5,81,73,80,90,64,90,96,18,28,19,9,7,10,81,5,10,12,7,4,7,24,40,67,51,33,20,12,24,39,29,38,18,9,11,,,,,,,,,,,,,, +2150,El Salvador,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,120,208,344,197,133,96,180,80,90,122,123,95,115,164 +2151,Equatorial Guinea,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2152,Equatorial Guinea,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2153,Equatorial Guinea,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2154,Equatorial Guinea,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2155,Equatorial Guinea,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2156,Equatorial Guinea,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2157,Equatorial Guinea,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2158,Equatorial Guinea,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2159,Equatorial Guinea,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2160,Equatorial Guinea,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2161,Equatorial Guinea,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2162,Equatorial Guinea,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2163,Equatorial Guinea,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2164,Equatorial Guinea,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2165,Equatorial Guinea,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2166,Equatorial Guinea,1995,8,15,45,37,15,11,7,2,18,28,20,4,7,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2167,Equatorial Guinea,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2168,Equatorial Guinea,1997,5,32,40,36,25,8,4,3,23,20,14,10,3,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2169,Equatorial Guinea,1998,6,30,46,39,29,16,11,3,37,31,20,7,5,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2170,Equatorial Guinea,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2171,Equatorial Guinea,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2172,Equatorial Guinea,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2173,Equatorial Guinea,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2174,Equatorial Guinea,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2175,Equatorial Guinea,2004,5,50,63,54,41,17,15,9,45,48,30,15,10,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2176,Equatorial Guinea,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2177,Equatorial Guinea,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2178,Equatorial Guinea,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2179,Equatorial Guinea,2008,8,68,95,85,44,17,11,10,57,66,35,23,13,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2180,Equatorial Guinea,2009,10,53,79,64,52,20,4,2,57,66,54,19,4,6,12,13,9,16,9,9,3,7,3,12,6,6,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2181,Equatorial Guinea,2010,10,71,80,59,35,16,10,13,80,57,45,26,9,6,5,10,12,4,9,5,4,13,7,9,9,4,4,3,24,10,5,3,4,1,0,21,10,7,11,5,4,4,,,,,,,,,,,,,, +2182,Equatorial Guinea,2011,11,77,90,89,59,22,12,15,76,81,46,21,9,3,11,9,9,8,3,8,2,13,12,14,18,3,4,2,24,13,12,8,7,1,1,22,8,14,9,7,3,2,,,,,,,,,,,,,, +2183,Equatorial Guinea,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2184,Equatorial Guinea,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2185,Eritrea,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2186,Eritrea,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2187,Eritrea,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2188,Eritrea,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2189,Eritrea,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2190,Eritrea,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2191,Eritrea,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2192,Eritrea,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2193,Eritrea,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2194,Eritrea,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2195,Eritrea,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2196,Eritrea,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2197,Eritrea,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2198,Eritrea,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2199,Eritrea,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2200,Eritrea,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2201,Eritrea,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2202,Eritrea,1997,0,2,12,21,12,6,4,0,3,10,20,10,4,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2203,Eritrea,1998,4,36,30,19,15,8,10,3,43,29,11,9,6,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2204,Eritrea,1999,3,55,75,49,51,30,17,3,65,94,34,30,17,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2205,Eritrea,2000,9,70,75,57,32,25,20,10,100,87,71,21,12,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2206,Eritrea,2001,5,79,95,77,40,42,21,9,96,76,66,50,31,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2207,Eritrea,2002,16,85,88,53,41,24,23,15,75,85,52,39,30,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2208,Eritrea,2003,17,90,85,55,46,44,36,27,120,149,100,60,36,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2209,Eritrea,2004,14,67,61,45,45,39,29,13,95,118,67,43,23,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2210,Eritrea,2005,9,68,73,50,45,51,39,8,67,127,72,39,21,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2211,Eritrea,2006,6,50,55,44,52,42,36,17,109,123,64,45,19,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2212,Eritrea,2007,21,56,85,73,62,53,44,2,70,89,56,47,21,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2213,Eritrea,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2214,Eritrea,2009,6,104,111,79,46,57,44,4,85,88,88,39,27,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2215,Eritrea,2010,10,93,109,81,51,37,60,3,88,111,79,43,31,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2216,Eritrea,2011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2217,Eritrea,2012,2,84,105,90,62,39,51,4,86,98,74,45,19,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2218,Eritrea,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2219,Estonia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2220,Estonia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2221,Estonia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2222,Estonia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2223,Estonia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2224,Estonia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2225,Estonia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2226,Estonia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2227,Estonia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2228,Estonia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2229,Estonia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2230,Estonia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2231,Estonia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2232,Estonia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2233,Estonia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2234,Estonia,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2235,Estonia,1996,1,7,34,53,39,28,19,0,10,14,16,5,2,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2236,Estonia,1997,0,4,23,59,53,29,17,0,8,16,17,14,6,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2237,Estonia,1998,0,15,49,60,64,34,22,0,7,7,15,9,7,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2238,Estonia,1999,0,14,35,72,55,19,17,0,8,9,20,16,2,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2239,Estonia,2000,0,6,31,53,56,35,15,0,9,11,14,11,4,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2240,Estonia,2001,0,10,25,43,37,24,14,0,6,11,17,11,6,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2241,Estonia,2002,0,9,20,47,45,19,7,0,7,11,16,9,5,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2242,Estonia,2003,0,7,28,38,35,24,18,0,7,4,11,12,2,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2243,Estonia,2004,0,6,24,42,54,14,11,0,4,12,10,13,6,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2244,Estonia,2005,0,9,25,19,40,12,7,0,6,11,8,11,6,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2245,Estonia,2006,0,4,19,24,40,12,7,0,3,9,10,9,4,6,3,7,26,33,35,15,9,2,9,13,13,14,7,9,1,3,0,1,2,6,6,1,1,1,2,1,3,3,,,,,,,,,,,,,, +2246,Estonia,2007,0,6,26,32,37,21,12,0,2,5,5,8,7,6,0,6,26,32,37,21,12,0,9,16,12,12,12,3,0,0,5,4,3,1,3,1,3,1,1,2,3,4,,,,,,,,,,,,,, +2247,Estonia,2008,0,3,14,26,34,12,13,0,2,7,6,8,4,15,1,9,16,33,34,26,12,0,7,11,9,4,8,10,1,0,3,3,4,2,7,0,1,0,0,1,2,6,,,,,,,,,,,,,, +2248,Estonia,2009,0,4,10,12,34,22,12,0,6,8,8,7,5,7,2,8,17,34,23,16,13,0,4,15,9,12,8,9,0,1,3,2,3,2,1,1,0,0,1,1,3,3,,,,,,,,,,,,,, +2249,Estonia,2010,0,3,7,21,25,12,8,0,3,6,3,3,6,3,1,5,18,13,26,17,13,2,5,5,8,6,6,10,2,1,4,2,2,0,1,1,0,1,0,1,0,2,,,,,,,,,,,,,, +2250,Estonia,2011,0,4,22,16,15,18,13,0,4,8,12,3,3,6,1,5,21,15,20,16,6,0,3,8,9,10,2,6,0,1,1,2,0,5,1,0,0,1,2,0,1,4,,,,,,,,,,,,,, +2251,Estonia,2012,0,6,15,13,21,17,9,0,5,7,2,4,1,5,0,5,12,18,18,9,11,1,2,7,9,4,3,11,1,1,0,1,0,1,8,0,1,0,0,2,1,3,,,,,,,,,,,,,, +2252,Estonia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,5,25,42,48,39,17,0,3,20,14,10,8,31 +2253,Ethiopia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2254,Ethiopia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2255,Ethiopia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2256,Ethiopia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2257,Ethiopia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2258,Ethiopia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2259,Ethiopia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2260,Ethiopia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2261,Ethiopia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2262,Ethiopia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2263,Ethiopia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2264,Ethiopia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2265,Ethiopia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2266,Ethiopia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2267,Ethiopia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2268,Ethiopia,1995,247,1221,1017,541,276,142,51,283,908,781,382,152,64,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2269,Ethiopia,1996,302,1739,1609,854,427,201,71,369,1564,1147,576,246,88,32,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2270,Ethiopia,1997,579,2810,2520,1365,736,401,193,687,2469,2173,1039,481,192,108,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2271,Ethiopia,1998,715,2643,3187,1610,839,429,171,832,3016,2434,1220,519,194,55,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2272,Ethiopia,1999,692,3916,3673,1925,1045,471,230,798,3310,2949,1539,713,225,69,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2273,Ethiopia,2000,915,5095,5187,3082,1495,610,397,1037,4699,4424,2105,976,366,122,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2274,Ethiopia,2001,913,5730,5594,3233,1581,742,354,1107,5109,4830,2372,1014,338,111,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2275,Ethiopia,2002,1251,6764,5669,3128,1544,821,372,1614,5607,5692,2685,935,323,136,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2276,Ethiopia,2003,1110,6923,6648,3737,2022,976,483,1387,5936,5908,2780,1239,412,137,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2277,Ethiopia,2004,1160,7167,7002,4060,1988,911,456,1367,6422,6091,2984,1284,414,124,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2278,Ethiopia,2005,1109,6726,6181,3454,1985,1027,475,1326,5885,5663,2730,1296,513,155,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2279,Ethiopia,2006,978,6137,5950,3567,2016,1066,521,1178,5238,5326,2704,1324,510,159,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2280,Ethiopia,2007,1055,6522,6114,3545,2038,1051,559,1229,5426,5507,2850,1429,502,213,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2281,Ethiopia,2008,978,6512,6794,4067,2290,1176,685,1167,5490,5893,3251,1553,616,322,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2282,Ethiopia,2009,1421,7215,7193,4267,2452,1331,794,1593,5556,6075,3499,1798,824,378,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2283,Ethiopia,2010,1582,7400,7785,4451,2746,1473,822,1608,5708,6480,3439,1950,855,335,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2284,Ethiopia,2011,1847,7835,9246,3881,2771,1218,771,1983,6570,7917,3069,1564,719,303,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2285,Ethiopia,2012,,,,,,,,,,,,,,,3692,,,,,,,3990,,,,,,,3798,,,,,,,4054,,,,,,,,,,,,,,,,,,,, +2286,Ethiopia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10954,,,,,,,10363,,,,,, +2287,Fiji,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2288,Fiji,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2289,Fiji,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2290,Fiji,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2291,Fiji,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2292,Fiji,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2293,Fiji,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2294,Fiji,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2295,Fiji,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2296,Fiji,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2297,Fiji,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2298,Fiji,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2299,Fiji,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2300,Fiji,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2301,Fiji,1994,2,8,6,2,3,11,3,0,4,6,3,6,7,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2302,Fiji,1995,0,8,10,9,4,2,3,1,10,9,2,3,4,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2303,Fiji,1996,1,8,8,9,9,3,2,3,6,8,2,6,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2304,Fiji,1997,1,4,8,6,8,6,2,0,6,9,1,5,7,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2305,Fiji,1998,0,7,11,7,8,4,2,2,10,10,4,4,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2306,Fiji,1999,1,13,7,5,8,3,3,0,5,7,5,2,5,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2307,Fiji,2000,0,8,6,13,5,4,2,0,7,5,7,1,4,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2308,Fiji,2001,0,6,8,11,7,4,2,0,7,5,7,1,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2309,Fiji,2002,1,13,11,7,4,7,2,2,8,4,6,3,4,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2310,Fiji,2003,2,8,9,6,11,7,6,1,4,7,4,4,8,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2311,Fiji,2004,0,8,6,8,6,7,2,0,8,6,3,5,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2312,Fiji,2005,7,9,18,18,14,16,6,7,7,9,6,4,6,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2313,Fiji,2006,0,8,11,4,7,5,4,1,12,5,6,4,6,0,0,3,4,1,2,3,2,0,3,1,0,1,2,0,1,2,1,2,1,3,0,2,1,0,0,3,2,0,,,,,,,,,,,,,, +2314,Fiji,2007,1,7,7,7,4,1,4,7,11,4,6,5,1,2,1,2,2,4,5,2,3,0,4,3,0,1,1,1,1,5,2,4,6,0,1,0,4,3,3,2,0,0,,,,,,,,,,,,,, +2315,Fiji,2008,,10,10,4,9,4,4,,13,6,5,6,3,4,,1,1,2,3,0,4,1,0,2,1,1,1,0,,,3,2,4,0,3,,,2,2,2,1,0,,,,,,,,,,,,,, +2316,Fiji,2009,0,15,14,7,8,6,2,1,11,7,4,4,3,1,,,,,,,,,,,,,,,2,4,5,5,5,5,0,0,2,3,2,5,0,0,,,,,,,,,,,,,, +2317,Fiji,2010,1,7,15,11,6,2,4,1,11,12,5,1,8,5,5,5,4,0,7,8,3,3,1,1,1,0,5,2,5,2,6,5,2,1,0,6,2,5,2,3,3,3,,,,,,,,,,,,,, +2318,Fiji,2011,0,12,16,8,9,9,4,1,13,17,7,5,2,3,3,2,9,5,5,6,4,2,8,5,3,3,2,1,2,6,4,2,2,5,2,6,3,3,2,2,0,2,,,,,,,,,,,,,, +2319,Fiji,2012,2,14,12,9,12,5,7,2,11,10,7,6,7,7,3,6,4,3,6,6,3,6,2,4,2,2,3,4,6,4,2,3,5,2,2,2,3,2,1,2,2,4,,,,,,,,,,,,,, +2320,Fiji,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10,19,31,25,25,17,19,14,24,27,18,6,9,10 +2321,Finland,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2322,Finland,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2323,Finland,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2324,Finland,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2325,Finland,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2326,Finland,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2327,Finland,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2328,Finland,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2329,Finland,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2330,Finland,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2331,Finland,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2332,Finland,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2333,Finland,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2334,Finland,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2335,Finland,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2336,Finland,1995,1,1,10,25,28,24,61,1,1,6,7,4,10,65,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2337,Finland,1996,0,2,5,24,26,23,77,0,4,5,3,7,6,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2338,Finland,1997,0,1,5,22,24,26,53,0,2,6,2,5,5,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2339,Finland,1998,0,4,4,9,15,21,63,0,3,4,9,4,12,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2340,Finland,1999,0,,4,13,26,20,53,0,2,6,,11,5,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2341,Finland,2000,0,3,8,22,19,28,53,0,1,5,3,4,6,49,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2342,Finland,2001,0,1,9,13,17,13,43,0,3,4,5,8,10,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2343,Finland,2002,0,0,5,8,17,20,36,0,4,3,0,3,6,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2344,Finland,2003,0,2,3,8,19,17,29,0,2,10,3,6,5,31,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2345,Finland,2004,0,1,5,7,17,13,33,0,1,0,3,4,3,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2346,Finland,2005,1,5,4,3,14,11,25,0,3,4,1,0,6,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2347,Finland,2006,0,5,6,5,9,6,20,0,2,4,3,4,1,19,0,4,2,6,8,18,42,0,0,6,1,2,3,18,1,2,3,8,3,4,14,0,4,6,3,0,8,30,,,,,,,,,,,,,, +2348,Finland,2007,0,4,5,5,10,7,24,0,6,4,2,5,0,13,2,8,24,17,28,40,86,0,12,11,4,15,12,65,0,4,12,10,12,16,44,4,12,10,4,10,16,50,,,,,,,,,,,,,, +2349,Finland,2008,0,3,5,8,13,11,35,0,4,3,2,4,2,14,3,4,3,6,11,11,29,1,2,2,2,3,8,19,0,6,4,1,5,9,33,0,2,7,5,7,8,36,,,,,,,,,,,,,, +2350,Finland,2009,0,9,3,3,11,11,17,0,7,7,3,4,1,14,3,12,11,12,16,24,47,3,6,11,7,4,7,27,1,12,6,4,4,9,24,0,4,4,5,4,6,37,,,,,,,,,,,,,, +2351,Finland,2010,0,10,6,7,9,8,15,0,3,3,4,1,2,12,3,9,6,7,9,13,40,1,5,5,1,6,3,26,0,3,10,4,2,5,13,2,5,7,4,4,6,25,,,,,,,,,,,,,, +2352,Finland,2011,0,1,4,4,7,10,27,1,2,3,5,3,1,13,4,5,12,3,4,17,38,4,4,7,3,6,3,30,1,4,4,4,3,5,15,1,7,5,1,1,8,31,,,,,,,,,,,,,, +2353,Finland,2012,0,2,9,7,5,9,21,1,4,0,4,2,3,11,2,4,5,6,10,10,28,1,4,7,7,3,3,14,0,4,5,3,1,3,13,1,4,3,5,2,4,22,,,,,,,,,,,,,, +2354,Finland,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,22,17,13,12,20,79,1,10,18,6,7,13,47 +2355,France,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2356,France,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2357,France,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2358,France,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2359,France,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2360,France,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2361,France,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2362,France,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2363,France,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2364,France,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2365,France,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2366,France,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2367,France,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2368,France,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2369,France,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2370,France,1995,30,156,431,502,414,297,496,36,138,226,176,90,92,365,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2371,France,1996,36,124,335,413,351,248,475,22,124,195,131,79,82,376,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2372,France,1997,24,113,288,362,271,194,343,17,117,166,115,80,57,274,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2373,France,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2374,France,1999,13,147,267,310,276,157,318,25,110,145,120,80,60,284,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2375,France,2000,10,136,248,247,211,125,244,18,108,127,89,46,43,155,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2376,France,2001,10,124,230,260,205,119,211,17,131,132,102,63,40,183,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2377,France,2002,24,138,265,223,219,119,180,13,106,127,90,56,33,161,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2378,France,2003,18,129,249,223,190,127,210,16,114,129,79,44,32,159,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2379,France,2004,13,109,222,220,200,138,216,11,96,116,82,53,34,171,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2380,France,2005,12,127,212,222,196,134,205,16,104,134,82,56,38,180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2381,France,2006,17,137,214,238,209,153,278,15,112,158,91,67,44,170,59,92,171,151,131,108,198,52,90,128,92,81,57,205,39,92,140,103,84,64,133,46,62,97,102,88,69,152,,,,,,,,,,,,,, +2382,France,2007,17,120,225,196,219,156,273,20,127,167,91,56,61,188,66,123,207,186,159,127,225,67,97,150,100,76,61,206,92,142,332,216,164,138,264,90,122,224,178,166,138,294,,,,,,,,,,,,,, +2383,France,2008,10,73,136,161,134,110,175,8,57,96,71,50,38,101,28,58,123,101,93,88,143,39,64,89,65,50,54,113,34,50,116,84,63,47,89,34,48,75,73,67,40,133,,,,,,,,,,,,,, +2384,France,2009,11,74,109,114,97,81,125,9,63,87,69,35,23,108,39,66,115,100,72,67,155,35,61,76,64,46,27,104,27,49,84,83,51,45,98,21,40,66,67,42,46,96,,,,,,,,,,,,,, +2385,France,2010,10,60,139,114,99,76,110,10,47,76,49,45,25,97,35,64,111,95,73,73,132,35,58,84,49,52,39,109,36,47,92,81,46,45,81,21,29,50,51,44,43,98,,,,,,,,,,,,,, +2386,France,2011,12,89,113,116,95,73,102,7,58,69,50,36,24,66,32,67,125,88,76,65,144,38,50,93,66,60,44,87,31,32,87,74,44,39,96,29,26,64,43,41,28,73,,,,,,,,,,,,,, +2387,France,2012,8,63,114,98,90,56,90,14,43,81,74,23,24,80,39,68,131,82,91,72,121,46,59,78,56,49,39,96,30,39,96,58,43,44,72,22,36,76,42,46,38,73,,,,,,,,,,,,,, +2388,France,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,139,340,642,469,389,314,587,116,254,374,262,199,188,407 +2389,French Polynesia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2390,French Polynesia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2391,French Polynesia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2392,French Polynesia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2393,French Polynesia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2394,French Polynesia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2395,French Polynesia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2396,French Polynesia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2397,French Polynesia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2398,French Polynesia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2399,French Polynesia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2400,French Polynesia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2401,French Polynesia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2402,French Polynesia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2403,French Polynesia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2404,French Polynesia,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2405,French Polynesia,1996,1,4,7,5,2,1,3,0,5,4,2,0,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2406,French Polynesia,1997,1,4,2,4,3,5,3,1,5,3,2,3,2,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2407,French Polynesia,1998,0,4,4,3,1,5,4,3,1,2,5,1,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2408,French Polynesia,1999,0,2,2,2,1,2,4,4,2,2,4,2,3,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2409,French Polynesia,2000,1,3,3,4,4,4,3,1,4,1,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2410,French Polynesia,2001,2,5,1,2,4,4,5,3,7,1,1,3,4,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2411,French Polynesia,2002,0,4,2,1,3,3,1,0,4,2,1,2,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2412,French Polynesia,2003,,2,2,1,2,4,3,,3,1,1,1,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2413,French Polynesia,2004,1,1,2,3,0,1,4,,4,6,1,4,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2414,French Polynesia,2005,0,2,2,2,0,4,2,0,2,3,0,1,1,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2415,French Polynesia,2006,1,1,1,3,3,1,1,1,6,1,0,0,2,3,0,2,2,1,1,5,4,0,0,1,4,2,3,3,1,2,1,1,2,1,2,0,0,2,1,0,1,1,,,,,,,,,,,,,, +2416,French Polynesia,2007,,,2,2,2,,,1,1,1,5,0,3,2,2,1,2,2,0,5,4,1,1,4,2,4,2,2,,2,1,,,,2,,1,1,1,2,1,,,,,,,,,,,,,,, +2417,French Polynesia,2008,1,3,1,1,1,2,2,0,1,1,1,0,1,2,0,2,1,0,1,1,2,2,2,3,0,1,1,2,0,0,2,2,0,1,2,0,1,0,0,0,0,2,,,,,,,,,,,,,, +2418,French Polynesia,2009,1,1,4,1,3,0,0,0,2,0,0,1,3,1,2,3,1,2,2,1,1,1,2,0,1,0,1,0,1,2,1,3,0,0,1,0,0,2,1,2,1,0,,,,,,,,,,,,,, +2419,French Polynesia,2010,0,3,1,0,1,1,1,0,1,1,0,3,0,1,3,2,0,1,1,2,0,2,1,2,0,1,2,1,0,0,0,2,0,0,0,0,0,1,1,2,0,0,,,,,,,,,,,,,, +2420,French Polynesia,2011,0,3,1,1,5,1,3,0,3,3,0,1,0,1,2,2,0,2,3,1,6,0,5,1,1,2,1,1,2,0,0,1,0,1,1,0,2,0,1,2,0,3,,,,,,,,,,,,,, +2421,French Polynesia,2012,0,1,2,2,3,3,3,0,2,3,0,3,4,0,0,1,1,1,1,0,1,0,1,1,0,1,1,1,0,1,1,1,0,0,0,1,1,1,2,0,0,0,,,,,,,,,,,,,, +2422,French Polynesia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,3,4,6,1,3,3,2,8,3,3,1,5,9 +2423,Gabon,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2424,Gabon,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2425,Gabon,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2426,Gabon,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2427,Gabon,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2428,Gabon,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2429,Gabon,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2430,Gabon,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2431,Gabon,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2432,Gabon,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2433,Gabon,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2434,Gabon,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2435,Gabon,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2436,Gabon,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2437,Gabon,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2438,Gabon,1995,3,45,74,80,54,30,15,9,47,54,28,25,19,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2439,Gabon,1996,0,28,44,40,22,11,2,5,33,26,19,11,4,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2440,Gabon,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2441,Gabon,1998,14,93,159,129,76,43,32,15,97,85,67,32,30,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2442,Gabon,1999,14,98,158,129,76,43,32,15,97,110,67,32,30,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2443,Gabon,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2444,Gabon,2001,21,137,205,147,73,60,46,27,127,139,73,34,21,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2445,Gabon,2002,10,137,173,148,63,27,40,18,125,140,71,32,21,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2446,Gabon,2003,14,165,225,149,103,48,22,16,138,144,107,51,33,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2447,Gabon,2004,17,197,289,143,83,47,50,15,173,141,80,37,24,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2448,Gabon,2005,13,123,199,140,70,38,25,19,128,123,88,29,29,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2449,Gabon,2006,20,157,207,148,89,40,23,19,160,123,79,39,20,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2450,Gabon,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2451,Gabon,2008,14,209,297,196,104,45,39,29,209,158,93,59,32,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2452,Gabon,2009,45,145,163,158,138,42,29,14,103,118,121,105,33,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2453,Gabon,2010,15,145,223,208,130,89,91,13,110,164,122,100,86,64,183,88,87,101,88,76,75,95,82,71,83,65,70,62,70,37,28,32,28,17,20,32,26,22,36,39,13,12,,,,,,,,,,,,,, +2454,Gabon,2011,34,240,269,229,144,86,66,25,177,188,125,74,44,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2455,Gabon,2012,42,236,286,228,166,101,41,29,185,165,109,78,45,34,110,230,278,274,185,122,85,123,176,225,216,152,86,91,25,41,58,53,40,13,14,12,36,47,35,22,7,11,,,,,,,,,,,,,, +2456,Gabon,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,43,242,295,267,155,89,55,29,190,213,158,106,53,35 +2457,Gambia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2458,Gambia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2459,Gambia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2460,Gambia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2461,Gambia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2462,Gambia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2463,Gambia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2464,Gambia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2465,Gambia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2466,Gambia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2467,Gambia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2468,Gambia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2469,Gambia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2470,Gambia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2471,Gambia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2472,Gambia,1995,3,68,181,88,72,29,24,4,39,61,44,25,12,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2473,Gambia,1996,29,42,148,100,66,46,48,20,50,64,46,46,30,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2474,Gambia,1997,2,83,219,126,61,63,37,5,55,76,45,20,20,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2475,Gambia,1998,6,99,193,158,79,61,35,7,60,95,53,25,18,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2476,Gambia,1999,6,99,180,124,86,65,39,10,58,82,54,30,16,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2477,Gambia,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2478,Gambia,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2479,Gambia,2002,2,135,240,160,100,60,37,5,71,112,42,40,21,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2480,Gambia,2003,3,162,236,149,83,52,31,8,81,85,62,39,27,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2481,Gambia,2004,5,145,260,151,103,46,23,7,55,81,59,38,21,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2482,Gambia,2005,13,133,292,206,62,53,44,2,84,87,64,38,22,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2483,Gambia,2006,13,126,284,170,112,58,56,5,88,126,71,49,25,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2484,Gambia,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2485,Gambia,2008,7,151,307,167,125,87,34,9,94,133,90,43,45,8,45,39,51,56,67,73,8,38,29,64,47,41,46,6,13,10,10,10,4,13,3,10,9,15,10,6,3,0,,,,,,,,,,,,,, +2486,Gambia,2009,12,159,240,185,124,74,49,20,91,143,84,70,37,28,37,13,79,122,49,16,9,21,7,94,111,49,8,7,4,27,19,30,0,1,1,1,11,20,27,0,0,0,,,,,,,,,,,,,, +2487,Gambia,2010,9,194,314,184,141,68,39,6,104,121,71,35,40,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2488,Gambia,2011,14,183,271,181,136,87,56,16,103,112,88,63,32,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2489,Gambia,2012,7,210,331,191,107,80,54,16,123,106,89,41,32,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2490,Gambia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,71,,,,,,,66,,,,,, +2491,Georgia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2492,Georgia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2493,Georgia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2494,Georgia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2495,Georgia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2496,Georgia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2497,Georgia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2498,Georgia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2499,Georgia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2500,Georgia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2501,Georgia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2502,Georgia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2503,Georgia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2504,Georgia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2505,Georgia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2506,Georgia,1995,2,20,30,25,40,18,12,2,8,17,17,18,7,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2507,Georgia,1996,4,27,82,93,76,38,16,1,13,28,36,23,27,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2508,Georgia,1997,0,75,97,91,67,58,16,0,38,46,40,36,19,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2509,Georgia,1998,4,64,91,99,58,52,19,4,41,52,25,14,17,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2510,Georgia,1999,5,135,176,151,77,55,23,3,27,40,26,10,10,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2511,Georgia,2000,4,76,111,113,63,45,28,1,49,37,33,17,10,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2512,Georgia,2001,4,142,233,199,117,46,46,2,63,63,37,22,18,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2513,Georgia,2002,1,155,197,181,119,54,42,5,54,68,39,31,20,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2514,Georgia,2003,1,112,220,185,111,65,53,1,65,59,56,19,23,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2515,Georgia,2004,3,157,292,226,177,80,66,3,87,81,52,32,26,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2516,Georgia,2005,0,226,272,268,207,76,60,4,109,105,58,46,17,47,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2517,Georgia,2006,3,315,392,300,241,86,72,5,115,110,71,60,26,34,23,165,156,162,124,79,108,24,91,118,61,43,31,44,162,210,128,73,64,43,39,130,120,95,75,48,32,40,,,,,,,,,,,,,, +2518,Georgia,2007,7,277,388,308,230,96,75,6,153,140,67,54,17,46,23,132,116,114,120,75,54,25,83,62,56,31,14,29,142,176,145,91,81,33,38,103,122,104,72,49,37,37,,,,,,,,,,,,,, +2519,Georgia,2008,4,294,380,312,243,118,77,4,142,121,61,44,22,46,17,133,145,139,112,84,104,14,89,89,49,26,20,42,139,183,123,92,70,57,52,89,120,105,66,45,28,48,,,,,,,,,,,,,, +2520,Georgia,2009,2,327,435,310,284,135,89,5,124,134,74,60,30,46,15,140,170,141,145,73,98,20,93,97,36,21,28,42,153,175,191,99,86,44,39,86,124,104,62,47,28,45,,,,,,,,,,,,,, +2521,Georgia,2010,5,340,529,341,264,143,77,5,135,118,62,52,28,41,14,143,182,135,136,66,78,16,94,92,59,39,10,24,123,156,170,125,71,50,33,86,98,93,56,37,30,27,,,,,,,,,,,,,, +2522,Georgia,2011,5,271,478,333,251,139,93,8,136,132,59,32,35,54,10,146,220,162,130,67,78,14,88,90,47,33,26,30,98,139,155,91,60,43,38,67,105,95,54,50,28,33,,,,,,,,,,,,,, +2523,Georgia,2012,4,200,314,248,235,150,81,5,101,116,72,43,32,47,9,167,200,161,134,101,86,10,84,100,48,37,23,26,106,138,124,71,53,33,33,81,83,88,49,35,24,26,,,,,,,,,,,,,, +2524,Georgia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,105,337,556,455,431,306,185,78,248,298,145,99,73,118 +2525,Germany,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2526,Germany,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2527,Germany,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2528,Germany,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2529,Germany,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2530,Germany,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2531,Germany,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2532,Germany,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2533,Germany,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2534,Germany,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2535,Germany,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2536,Germany,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2537,Germany,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2538,Germany,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2539,Germany,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2540,Germany,1995,14,179,453,539,460,442,625,17,115,251,167,89,104,397,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2541,Germany,1996,20,181,377,520,413,405,607,19,150,214,180,97,108,389,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2542,Germany,1997,11,166,375,459,384,424,509,16,109,204,154,93,99,343,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2543,Germany,1998,9,179,333,448,358,349,538,11,121,166,141,93,80,298,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2544,Germany,1999,13,145,308,419,362,335,449,15,118,177,98,85,99,295,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2545,Germany,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2546,Germany,2001,3,3,89,136,106,94,119,1,36,59,48,42,26,79,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2547,Germany,2002,3,34,75,102,88,81,101,1,32,61,50,14,16,64,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2548,Germany,2003,2,68,107,177,163,103,155,10,61,96,86,43,22,102,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2549,Germany,2004,5,63,130,182,161,110,198,6,75,110,97,42,32,116,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2550,Germany,2005,6,59,113,171,167,92,167,4,51,104,73,43,37,103,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2551,Germany,2006,2,78,138,169,189,103,199,7,66,109,77,39,24,102,63,93,203,230,223,224,434,75,102,180,134,133,98,342,16,43,93,77,49,65,129,26,46,104,81,67,53,177,,,,,,,,,,,,,, +2552,Germany,2007,2,116,248,314,344,184,362,4,120,176,152,116,46,178,62,106,145,191,266,187,414,55,96,141,137,105,100,312,24,36,80,58,63,63,119,23,47,86,66,56,74,181,,,,,,,,,,,,,, +2553,Germany,2008,2,40,95,114,142,96,148,6,35,68,61,41,33,71,45,66,129,158,212,172,318,35,81,117,101,89,53,213,9,27,65,71,55,45,113,15,34,66,50,43,59,145,,,,,,,,,,,,,, +2554,Germany,2009,2,48,109,125,163,103,148,1,52,76,51,49,27,92,45,77,134,133,194,151,332,56,73,116,84,70,80,232,15,37,58,56,36,46,99,17,26,69,67,54,53,115,,,,,,,,,,,,,, +2555,Germany,2010,1,49,96,105,149,97,145,3,48,68,63,38,27,78,60,90,119,131,185,148,320,53,66,125,61,89,49,205,20,30,74,45,58,40,106,15,25,63,68,52,50,138,,,,,,,,,,,,,, +2556,Germany,2011,0,43,95,108,139,69,127,2,45,90,61,53,26,87,65,74,118,141,180,151,333,63,62,128,85,87,76,212,15,29,67,61,52,40,99,14,22,55,50,49,62,122,,,,,,,,,,,,,, +2557,Germany,2012,4,47,101,114,152,106,104,6,53,99,38,46,25,55,66,78,122,140,154,158,276,61,53,97,78,68,64,189,14,51,72,59,62,49,119,18,25,86,53,50,57,109,,,,,,,,,,,,,, +2558,Germany,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,88,268,399,379,433,328,672,80,189,323,215,186,158,457 +2559,Ghana,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2560,Ghana,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2561,Ghana,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2562,Ghana,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2563,Ghana,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2564,Ghana,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2565,Ghana,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2566,Ghana,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2567,Ghana,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2568,Ghana,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2569,Ghana,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2570,Ghana,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2571,Ghana,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2572,Ghana,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2573,Ghana,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2574,Ghana,1995,42,223,397,398,302,190,112,40,199,272,205,122,88,48,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2575,Ghana,1996,30,216,345,368,255,165,157,32,177,260,200,110,64,43,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2576,Ghana,1997,77,406,941,781,623,367,294,90,363,651,418,276,188,121,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2577,Ghana,1998,83,553,1009,913,775,509,487,85,483,758,493,366,248,243,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2578,Ghana,1999,64,586,1132,1008,767,389,389,80,491,753,492,302,192,180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2579,Ghana,2000,73,550,1266,1115,811,495,426,74,456,791,566,338,179,176,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2580,Ghana,2001,84,587,1223,1144,857,471,460,128,515,814,623,370,209,227,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2581,Ghana,2002,80,535,1245,1282,883,507,429,98,489,806,592,325,223,238,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2582,Ghana,2003,79,579,1265,1234,924,509,441,83,487,744,586,380,200,203,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2583,Ghana,2004,54,532,1246,1250,854,472,413,69,454,701,518,303,202,191,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2584,Ghana,2005,49,592,1201,1311,944,462,414,68,450,693,527,366,207,221,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2585,Ghana,2006,33,557,1273,1388,956,529,443,70,494,711,515,381,207,229,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2586,Ghana,2007,66,596,1164,1239,861,477,506,75,453,667,564,371,183,207,0,0,0,0,0,,0,0,0,0,0,,0,0,0,0,,,,0,,0,0,,0,,,0,,,,,,,,,,,,,, +2587,Ghana,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2588,Ghana,2009,66,674,1285,1423,1064,505,539,58,491,701,605,362,197,285,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2589,Ghana,2010,63,570,1146,1301,1030,540,447,64,446,667,560,369,204,249,292,285,607,716,511,284,345,251,206,455,460,283,147,226,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2590,Ghana,2011,50,550,1127,1328,955,491,456,52,470,699,614,390,174,260,311,249,632,869,658,390,536,252,189,452,496,318,210,313,119,110,141,187,136,95,74,85,80,153,104,74,59,54,,,,,,,,,,,,,, +2591,Ghana,2012,30,559,1051,1271,921,512,462,51,418,563,468,332,188,271,275,274,576,871,703,419,563,243,202,446,496,360,220,331,124,97,130,153,115,104,54,97,57,102,116,77,39,36,,,,,,,,,,,,,, +2592,Ghana,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,420,937,1871,2401,1901,1128,1080,363,753,1170,1089,793,463,674 +2593,Greece,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2594,Greece,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2595,Greece,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2596,Greece,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2597,Greece,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2598,Greece,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2599,Greece,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2600,Greece,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2601,Greece,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2602,Greece,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2603,Greece,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2604,Greece,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2605,Greece,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2606,Greece,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2607,Greece,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2608,Greece,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2609,Greece,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2610,Greece,1997,0,16,30,34,42,39,47,0,14,19,8,3,9,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2611,Greece,1998,15,15,31,31,22,31,47,11,20,12,13,8,5,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2612,Greece,1999,3,11,11,17,18,18,27,1,5,8,8,2,3,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2613,Greece,2000,1,10,22,32,24,19,46,0,2,9,10,5,6,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2614,Greece,2001,0,10,23,29,20,17,37,0,7,11,7,4,7,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2615,Greece,2002,0,1,13,27,33,30,10,0,0,3,17,11,5,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2616,Greece,2003,2,20,28,25,23,25,36,0,7,9,7,2,5,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2617,Greece,2004,1,9,14,22,18,13,34,0,3,7,10,3,3,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2618,Greece,2005,1,14,25,22,14,12,23,0,13,18,8,7,2,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2619,Greece,2006,0,11,32,22,24,22,27,0,13,12,8,5,6,24,9,13,28,19,29,27,59,11,10,13,12,8,5,40,1,7,10,3,10,5,20,2,1,1,1,3,5,15,,,,,,,,,,,,,, +2620,Greece,2007,1,21,22,34,28,15,54,0,13,19,11,8,3,24,9,16,15,14,17,23,52,13,7,16,10,8,6,21,7,1,0,3,2,0,1,5,0,0,1,0,0,0,,,,,,,,,,,,,, +2621,Greece,2008,0,5,14,12,4,6,9,0,5,9,2,4,3,7,14,18,33,38,45,28,76,9,16,19,18,13,10,36,0,9,12,3,3,4,16,8,1,5,4,2,1,12,,,,,,,,,,,,,, +2622,Greece,2009,3,20,22,23,23,15,31,4,8,14,8,9,2,12,11,19,30,10,14,12,34,8,4,10,9,6,10,20,1,8,7,3,5,4,9,2,3,6,5,3,0,11,,,,,,,,,,,,,, +2623,Greece,2010,1,19,27,20,18,19,22,3,1,13,4,4,4,15,9,15,17,11,8,10,20,11,6,6,2,4,2,6,2,11,6,5,1,1,7,4,1,3,0,0,2,5,,,,,,,,,,,,,, +2624,Greece,2011,2,30,30,26,24,19,38,1,9,14,9,3,5,20,12,11,26,13,10,11,28,15,6,7,3,3,2,9,1,5,9,3,2,2,10,2,1,3,3,3,2,11,,,,,,,,,,,,,, +2625,Greece,2012,2,20,31,25,23,24,45,3,11,8,12,1,3,21,12,7,20,10,12,11,39,16,0,8,4,5,4,9,2,6,8,2,1,3,12,0,3,3,4,3,1,9,,,,,,,,,,,,,, +2626,Greece,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,44,68,56,47,40,78,9,13,22,12,12,12,52 +2627,Greenland,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2628,Greenland,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2629,Greenland,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2630,Greenland,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2631,Greenland,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2632,Greenland,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2633,Greenland,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2634,Greenland,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2635,Greenland,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2636,Greenland,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2637,Greenland,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2638,Greenland,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2639,Greenland,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2640,Greenland,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2641,Greenland,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2642,Greenland,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2643,Greenland,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2644,Greenland,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2645,Greenland,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2646,Greenland,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2647,Greenland,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2648,Greenland,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2649,Greenland,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2650,Greenland,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2651,Greenland,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2652,Greenland,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2653,Greenland,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2654,Greenland,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2655,Greenland,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2656,Greenland,2009,,2,3,3,3,1,,,4,5,2,1,,,2,4,5,1,7,3,,,4,2,,2,,,,,,1,1,,,,,1,,,,,,,,,,,,,,,,,, +2657,Greenland,2010,0,5,7,5,5,2,2,1,5,0,0,4,2,0,4,10,6,1,1,2,1,4,11,7,4,5,2,1,0,3,0,1,1,0,0,0,2,0,0,0,0,0,,,,,,,,,,,,,, +2658,Greenland,2011,0,10,2,0,3,3,1,0,8,1,1,2,3,0,3,20,5,5,3,3,1,3,12,4,2,6,7,2,,3,0,0,0,0,0,1,1,0,0,0,0,0,,,,,,,,,,,,,, +2659,Greenland,2012,0,6,3,5,1,5,1,2,3,0,3,1,0,3,1,8,2,3,8,7,3,1,2,3,1,5,0,0,0,0,1,0,1,0,0,0,0,0,0,1,2,0,,,,,,,,,,,,,, +2660,Greenland,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2,21,14,6,7,7,3,3,9,3,3,13,4,1 +2661,Grenada,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2662,Grenada,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2663,Grenada,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2664,Grenada,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2665,Grenada,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2666,Grenada,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2667,Grenada,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2668,Grenada,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2669,Grenada,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2670,Grenada,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2671,Grenada,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2672,Grenada,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2673,Grenada,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2674,Grenada,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2675,Grenada,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2676,Grenada,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2677,Grenada,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2678,Grenada,1997,0,0,1,0,0,0,0,0,1,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2679,Grenada,1998,0,1,0,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2680,Grenada,1999,0,0,1,0,0,1,0,0,0,0,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2681,Grenada,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2682,Grenada,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2683,Grenada,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2684,Grenada,2003,,,,,1,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2685,Grenada,2004,,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2686,Grenada,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2687,Grenada,2006,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2688,Grenada,2007,,,,,,1,1,,1,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2689,Grenada,2008,,1,,1,2,,1,,,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2690,Grenada,2009,,,,1,,1,,,,1,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2691,Grenada,2010,,,,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2692,Grenada,2011,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2693,Grenada,2012,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2694,Grenada,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,,,,,,,, +2695,Guam,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2696,Guam,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2697,Guam,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2698,Guam,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2699,Guam,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2700,Guam,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2701,Guam,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2702,Guam,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2703,Guam,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2704,Guam,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2705,Guam,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2706,Guam,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2707,Guam,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2708,Guam,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2709,Guam,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2710,Guam,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2711,Guam,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2712,Guam,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2713,Guam,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2714,Guam,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2715,Guam,2000,2,1,6,6,9,6,9,0,3,1,2,5,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2716,Guam,2001,0,1,4,10,9,3,6,0,2,3,3,4,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2717,Guam,2002,3,3,5,5,6,12,4,5,1,6,3,3,2,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2718,Guam,2003,0,2,1,3,4,7,5,1,3,1,4,2,1,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2719,Guam,2004,0,0,1,2,6,2,3,0,0,1,2,3,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2720,Guam,2005,0,2,4,4,2,2,4,0,3,1,1,2,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2721,Guam,2006,0,1,1,2,3,2,6,0,0,0,1,1,2,2,3,0,2,0,0,1,0,7,1,0,0,0,0,1,0,0,0,0,1,1,0,0,2,2,1,1,0,0,,,,,,,,,,,,,, +2722,Guam,2007,0,0,0,2,0,0,0,0,0,0,0,1,1,1,13,2,0,1,4,0,1,16,2,2,0,0,1,1,0,0,1,0,0,0,0,1,0,1,0,1,0,0,,,,,,,,,,,,,, +2723,Guam,2008,0,0,1,7,8,3,4,0,1,2,0,1,1,3,12,1,0,4,1,4,6,13,2,0,2,2,1,2,0,1,0,0,0,1,1,0,1,1,0,0,3,0,,,,,,,,,,,,,, +2724,Guam,2009,0,1,0,5,3,9,4,1,1,3,1,1,2,0,13,4,3,3,5,6,5,13,2,2,0,3,1,0,1,1,0,0,2,0,0,0,0,2,1,1,1,1,,,,,,,,,,,,,, +2725,Guam,2010,0,2,3,5,5,7,3,1,0,4,3,3,0,3,9,0,3,7,1,5,2,9,1,3,5,2,4,0,0,0,1,0,1,0,1,0,3,0,1,1,0,1,,,,,,,,,,,,,, +2726,Guam,2011,0,1,0,2,7,4,4,0,1,1,1,0,3,4,5,0,4,1,5,1,4,7,1,3,1,3,1,3,0,2,0,0,2,0,3,0,1,0,0,0,3,0,,,,,,,,,,,,,, +2727,Guam,2012,0,1,0,4,5,2,6,0,0,0,0,2,1,2,5,4,2,0,1,0,1,10,0,1,1,5,4,3,0,1,0,1,3,0,1,0,0,0,1,0,0,1,,,,,,,,,,,,,, +2728,Guam,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5,3,1,2,5,0,10,6,2,2,5,2,2,3 +2729,Guatemala,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2730,Guatemala,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2731,Guatemala,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2732,Guatemala,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2733,Guatemala,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2734,Guatemala,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2735,Guatemala,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2736,Guatemala,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2737,Guatemala,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2738,Guatemala,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2739,Guatemala,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2740,Guatemala,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2741,Guatemala,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2742,Guatemala,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2743,Guatemala,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2744,Guatemala,1995,51,235,280,236,165,142,139,51,224,255,221,146,129,94,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2745,Guatemala,1996,75,230,230,218,152,132,142,48,214,250,212,172,134,99,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2746,Guatemala,1997,45,246,217,229,161,155,150,33,228,225,183,120,109,117,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2747,Guatemala,1998,60,206,248,234,163,148,152,45,203,216,199,160,118,103,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2748,Guatemala,1999,34,216,248,235,171,141,158,24,229,230,194,174,121,89,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2749,Guatemala,2000,36,220,236,216,177,112,140,41,199,167,175,135,87,111,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2750,Guatemala,2001,27,171,201,169,137,98,97,33,180,173,118,101,74,90,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2751,Guatemala,2002,27,217,219,171,158,117,146,42,192,171,147,116,68,74,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2752,Guatemala,2003,29,175,200,169,156,125,128,24,186,179,157,104,88,75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2753,Guatemala,2004,43,282,291,209,210,144,129,31,278,201,227,144,72,78,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2754,Guatemala,2005,39,251,258,185,187,127,115,38,339,245,277,176,88,95,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2755,Guatemala,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2756,Guatemala,2007,74,169,207,226,203,159,155,183,163,246,145,153,143,122,17,35,37,35,17,10,21,27,51,44,40,22,13,7,24,21,23,28,16,15,16,17,16,27,26,22,17,14,,,,,,,,,,,,,, +2757,Guatemala,2008,19,220,257,193,163,124,167,22,199,189,162,154,100,101,19,24,29,34,22,17,22,19,20,29,36,21,19,15,16,23,55,36,31,16,11,16,28,33,27,25,16,13,,,,,,,,,,,,,, +2758,Guatemala,2009,121,144,168,117,122,91,88,116,148,149,99,107,73,66,,,,,,,,,,,,,,,13,144,168,117,122,91,88,16,148,149,99,107,73,66,,,,,,,,,,,,,, +2759,Guatemala,2010,60,187,245,207,172,143,165,29,194,190,179,139,108,103,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2760,Guatemala,2011,18,197,205,172,162,136,152,25,186,192,154,154,102,106,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2761,Guatemala,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2762,Guatemala,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16,239,248,212,207,155,164,25,197,208,167,154,106,98 +2763,Guinea,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2764,Guinea,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2765,Guinea,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2766,Guinea,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2767,Guinea,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2768,Guinea,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2769,Guinea,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2770,Guinea,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2771,Guinea,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2772,Guinea,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2773,Guinea,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2774,Guinea,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2775,Guinea,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2776,Guinea,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2777,Guinea,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2778,Guinea,1995,18,244,538,357,189,98,61,28,202,255,153,64,37,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2779,Guinea,1996,29,319,631,416,214,133,104,30,223,338,213,111,52,31,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2780,Guinea,1997,25,326,653,483,220,147,100,38,246,383,189,91,48,32,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2781,Guinea,1998,22,409,763,494,271,168,117,37,303,365,202,115,71,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2782,Guinea,1999,30,434,736,519,294,173,104,44,345,395,259,110,78,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2783,Guinea,2000,39,551,860,570,282,203,103,66,314,446,245,114,82,45,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2784,Guinea,2001,24,506,876,612,325,185,154,59,419,433,249,127,77,46,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2785,Guinea,2002,24,413,958,634,336,139,149,42,399,439,259,109,77,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2786,Guinea,2003,34,617,1052,671,368,172,134,53,353,451,307,137,106,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2787,Guinea,2004,38,728,1091,726,389,199,135,62,470,521,334,159,100,63,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2788,Guinea,2005,51,749,1165,778,463,195,130,65,594,583,354,203,94,55,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2789,Guinea,2006,31,834,1168,916,512,274,162,85,586,581,396,187,118,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2790,Guinea,2007,46,901,1315,936,503,240,204,76,631,613,367,207,106,79,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2791,Guinea,2008,56,970,1419,985,561,264,198,64,610,686,377,190,93,88,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2792,Guinea,2009,65,746,1064,655,376,208,150,68,549,644,429,225,132,66,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2793,Guinea,2010,61,679,877,982,876,565,289,51,549,739,751,405,145,72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2794,Guinea,2011,45,1051,1537,955,541,293,197,85,709,688,432,219,109,73,79,207,156,177,134,65,52,27,67,180,102,100,67,33,14,343,458,176,201,96,20,0,109,241,278,169,112,67,,,,,,,,,,,,,, +2795,Guinea,2012,28,761,1104,791,383,190,120,49,505,509,323,134,61,57,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2796,Guinea,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,107,1269,1690,1887,1031,642,474,78,987,1056,998,693,214,187 +2797,Guinea-Bissau,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2798,Guinea-Bissau,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2799,Guinea-Bissau,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2800,Guinea-Bissau,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2801,Guinea-Bissau,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2802,Guinea-Bissau,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2803,Guinea-Bissau,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2804,Guinea-Bissau,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2805,Guinea-Bissau,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2806,Guinea-Bissau,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2807,Guinea-Bissau,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2808,Guinea-Bissau,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2809,Guinea-Bissau,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2810,Guinea-Bissau,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2811,Guinea-Bissau,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2812,Guinea-Bissau,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2813,Guinea-Bissau,1996,9,110,159,113,99,60,36,7,49,80,94,62,31,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2814,Guinea-Bissau,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2815,Guinea-Bissau,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2816,Guinea-Bissau,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2817,Guinea-Bissau,2000,2,52,92,80,64,39,19,4,30,46,47,24,15,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2818,Guinea-Bissau,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2819,Guinea-Bissau,2002,7,101,146,128,70,52,34,9,80,108,66,49,37,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2820,Guinea-Bissau,2003,9,101,153,118,108,63,27,7,97,82,78,58,38,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2821,Guinea-Bissau,2004,16,86,175,147,130,84,51,11,87,115,103,98,54,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2822,Guinea-Bissau,2005,14,116,167,153,130,72,42,13,78,110,92,82,44,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2823,Guinea-Bissau,2006,8,86,178,143,90,74,24,7,82,116,90,81,36,15,554,,,,,,,401,,,,,,,13,,,,,,,6,,,,,,,,,,,,,,,,,,,, +2824,Guinea-Bissau,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2825,Guinea-Bissau,2008,8,119,194,191,109,79,30,12,85,129,123,92,41,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2826,Guinea-Bissau,2009,8,124,230,172,138,82,38,5,88,149,119,92,47,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2827,Guinea-Bissau,2010,18,164,219,183,141,80,43,30,100,161,133,80,38,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2828,Guinea-Bissau,2011,6,140,230,181,104,65,36,12,119,122,90,56,44,25,34,43,77,81,57,32,17,30,40,69,57,29,16,11,17,6,4,5,6,0,2,10,4,3,2,2,0,1,,,,,,,,,,,,,, +2829,Guinea-Bissau,2012,7,145,262,183,115,63,38,7,121,157,98,56,33,25,41,26,61,62,40,37,12,29,26,44,38,39,33,9,6,6,5,4,4,2,0,2,2,4,4,0,1,0,,,,,,,,,,,,,, +2830,Guinea-Bissau,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,60,204,387,262,169,100,62,36,166,275,145,80,69,31 +2831,Guyana,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2832,Guyana,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2833,Guyana,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2834,Guyana,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2835,Guyana,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2836,Guyana,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2837,Guyana,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2838,Guyana,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2839,Guyana,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2840,Guyana,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2841,Guyana,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2842,Guyana,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2843,Guyana,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2844,Guyana,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2845,Guyana,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2846,Guyana,1995,7,8,5,6,9,6,7,3,5,7,6,5,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2847,Guyana,1996,4,8,14,4,5,4,7,4,8,4,4,5,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2848,Guyana,1997,1,15,19,12,2,5,8,3,9,8,8,4,7,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2849,Guyana,1998,9,29,56,42,36,2,12,13,32,38,26,4,8,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2850,Guyana,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2851,Guyana,2000,4,20,19,14,7,6,9,1,11,8,7,5,5,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2852,Guyana,2001,1,15,47,44,12,2,1,0,6,16,16,9,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2853,Guyana,2002,20,49,90,94,51,19,23,26,32,36,34,19,15,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2854,Guyana,2003,10,56,111,114,58,27,13,12,35,61,56,27,10,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2855,Guyana,2004,9,45,113,97,87,,4,15,35,38,29,23,,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2856,Guyana,2005,12,48,130,116,81,41,20,14,41,62,41,30,11,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2857,Guyana,2006,6,37,61,59,40,15,5,1,15,21,20,14,3,1,12,28,76,73,48,12,13,13,16,36,29,12,5,20,4,1,3,2,1,,,3,1,,3,1,,,,,,,,,,,,,,,, +2858,Guyana,2007,2,15,43,44,41,12,8,1,20,19,17,5,3,3,10,20,43,56,30,21,13,13,17,32,24,10,4,8,3,1,9,6,5,5,1,4,2,2,2,2,,1,,,,,,,,,,,,,, +2859,Guyana,2008,7,29,51,71,47,22,11,4,20,23,13,12,3,7,9,20,32,47,30,13,14,7,13,23,12,11,5,6,7,5,12,4,7,2,0,4,1,7,6,4,2,0,,,,,,,,,,,,,, +2860,Guyana,2009,7,21,48,61,60,11,20,3,21,26,22,12,8,8,5,26,33,48,33,11,15,2,15,16,19,12,9,8,3,3,8,7,5,4,2,0,2,6,4,1,1,0,,,,,,,,,,,,,, +2861,Guyana,2010,2,32,38,65,49,22,13,2,22,25,19,20,10,6,9,23,34,46,33,22,11,8,10,28,17,13,11,9,5,11,7,7,12,4,1,9,4,4,2,6,1,2,,,,,,,,,,,,,, +2862,Guyana,2011,8,26,54,61,54,19,13,2,17,19,17,17,7,9,13,17,23,36,47,17,30,6,13,23,19,19,13,6,7,7,10,11,8,3,0,2,3,5,9,3,4,6,,,,,,,,,,,,,, +2863,Guyana,2012,5,30,39,68,64,23,8,4,17,10,17,12,7,5,5,11,36,60,48,19,19,10,19,21,28,22,26,15,2,8,12,10,8,3,6,0,5,5,6,8,2,2,,,,,,,,,,,,,, +2864,Guyana,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12,56,82,109,112,52,31,10,39,50,42,39,19,26 +2865,Haiti,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2866,Haiti,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2867,Haiti,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2868,Haiti,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2869,Haiti,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2870,Haiti,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2871,Haiti,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2872,Haiti,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2873,Haiti,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2874,Haiti,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2875,Haiti,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2876,Haiti,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2877,Haiti,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2878,Haiti,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2879,Haiti,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2880,Haiti,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2881,Haiti,1996,148,358,438,289,160,87,97,224,417,492,303,176,62,100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2882,Haiti,1997,156,683,817,453,260,150,162,149,760,878,515,250,119,97,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2883,Haiti,1998,188,804,971,656,331,177,142,208,827,958,620,300,141,119,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2884,Haiti,1999,286,812,1059,672,348,186,145,285,919,918,614,312,162,110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2885,Haiti,2000,67,836,898,613,350,147,118,96,914,857,513,275,132,71,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2886,Haiti,2001,72,752,785,587,319,169,112,113,882,843,498,273,109,93,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2887,Haiti,2002,79,903,904,572,377,184,148,118,980,851,550,303,120,99,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2888,Haiti,2003,89,1002,981,625,406,208,147,122,1114,1064,606,378,165,108,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2889,Haiti,2004,94,918,964,606,376,207,176,137,1146,1045,688,386,176,125,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2890,Haiti,2005,69,1045,1035,701,451,222,156,116,1097,1099,633,414,170,132,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2891,Haiti,2006,93,1110,1132,672,455,201,174,137,1113,1039,638,387,184,126,803,343,406,369,258,140,148,725,361,462,312,237,134,98,130,160,151,98,87,44,38,148,165,164,121,60,43,27,,,,,,,,,,,,,, +2892,Haiti,2007,104,1166,1199,760,471,219,192,147,1261,1107,632,344,182,131,860,298,368,279,211,126,133,763,348,378,286,197,132,93,134,158,172,122,63,41,41,129,152,174,119,68,35,29,,,,,,,,,,,,,, +2893,Haiti,2008,90,1137,1337,696,491,242,175,154,1272,1204,677,378,179,139,692,346,423,333,242,140,118,638,392,488,356,220,141,126,132,186,156,110,71,46,32,128,157,198,98,58,40,51,,,,,,,,,,,,,, +2894,Haiti,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2895,Haiti,2010,98,1225,1357,718,469,259,160,158,1268,1223,608,358,207,134,579,364,456,377,263,153,122,532,332,427,317,198,121,94,109,142,157,111,70,42,34,87,152,166,101,60,42,34,,,,,,,,,,,,,, +2896,Haiti,2011,107,1239,1398,690,445,235,133,170,1356,1291,601,397,199,138,612,439,505,386,294,151,109,566,389,523,381,256,152,108,184,171,204,129,71,45,43,138,156,173,136,75,35,41,,,,,,,,,,,,,, +2897,Haiti,2012,126,1358,1564,757,475,271,164,160,1478,1418,697,416,220,157,704,364,501,373,261,175,105,616,367,430,318,273,123,109,203,183,245,156,93,54,47,176,202,248,136,73,65,37,,,,,,,,,,,,,, +2898,Haiti,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,949,1973,2563,1463,1011,545,385,956,2122,2241,1262,779,452,339 +2899,Honduras,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2900,Honduras,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2901,Honduras,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2902,Honduras,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2903,Honduras,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2904,Honduras,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2905,Honduras,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2906,Honduras,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2907,Honduras,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2908,Honduras,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2909,Honduras,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2910,Honduras,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2911,Honduras,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2912,Honduras,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2913,Honduras,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2914,Honduras,1995,42,280,540,204,130,236,58,54,208,292,134,76,136,48,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2915,Honduras,1996,51,247,389,142,108,190,21,43,167,245,106,69,149,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2916,Honduras,1997,26,214,321,111,78,140,28,38,166,174,80,61,116,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2917,Honduras,1998,147,277,256,211,205,181,50,103,206,192,158,152,135,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2918,Honduras,1999,150,288,268,219,220,190,52,100,214,201,164,160,140,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2919,Honduras,2000,30,123,371,246,277,214,43,25,21,269,258,270,160,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2920,Honduras,2001,12,47,509,344,337,257,27,13,25,347,352,339,196,34,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2921,Honduras,2002,76,29,519,353,338,257,24,65,23,351,339,354,193,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2922,Honduras,2003,52,20,344,235,227,161,17,42,15,232,225,236,127,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2923,Honduras,2004,54,20,379,259,247,189,18,40,13,218,211,220,121,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2924,Honduras,2005,13,238,280,215,152,134,152,27,219,222,125,107,81,104,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2925,Honduras,2006,21,213,297,213,139,96,147,28,206,234,123,85,87,129,72,36,81,67,46,40,48,63,26,54,46,34,16,27,26,24,36,29,19,11,29,9,28,37,29,27,19,27,,,,,,,,,,,,,, +2926,Honduras,2007,21,204,293,194,158,123,180,29,185,175,110,106,84,112,36,42,62,48,37,20,46,28,24,34,18,24,22,29,25,25,45,32,21,12,20,23,16,37,26,21,7,18,,,,,,,,,,,,,, +2927,Honduras,2008,11,254,263,202,140,103,174,26,152,170,114,90,82,116,33,28,55,47,33,35,44,32,24,34,30,18,21,17,15,26,40,28,23,19,19,16,26,37,28,24,9,20,,,,,,,,,,,,,, +2928,Honduras,2009,13,227,269,177,155,131,168,17,167,172,124,80,73,108,37,52,58,53,39,40,50,37,23,30,25,20,21,35,23,26,36,36,23,18,28,17,21,35,18,22,13,15,,,,,,,,,,,,,, +2929,Honduras,2010,15,177,246,207,165,113,157,28,186,163,106,103,69,107,30,33,53,35,41,30,57,32,24,31,34,22,20,40,27,37,44,38,27,20,26,17,19,42,39,15,11,20,,,,,,,,,,,,,, +2930,Honduras,2011,17,194,291,227,184,120,184,19,181,194,138,99,98,126,63,36,73,57,48,35,53,53,33,42,25,28,27,43,19,31,39,41,34,26,39,20,21,33,25,18,28,16,,,,,,,,,,,,,, +2931,Honduras,2012,18,247,285,192,184,129,146,15,180,157,115,88,75,114,49,38,62,48,33,24,61,41,25,35,21,29,21,22,26,27,46,32,22,18,28,15,29,37,25,15,18,24,,,,,,,,,,,,,, +2932,Honduras,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,72,300,391,317,248,191,224,90,277,246,173,159,119,174 +2933,Hungary,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2934,Hungary,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2935,Hungary,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2936,Hungary,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2937,Hungary,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2938,Hungary,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2939,Hungary,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2940,Hungary,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2941,Hungary,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2942,Hungary,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2943,Hungary,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2944,Hungary,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2945,Hungary,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2946,Hungary,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2947,Hungary,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2948,Hungary,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2949,Hungary,1996,3,28,139,151,209,140,105,2,30,42,51,63,27,76,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2950,Hungary,1997,0,8,51,163,164,90,69,1,9,25,35,24,19,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2951,Hungary,1998,0,14,64,149,163,62,59,0,13,27,34,25,17,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2952,Hungary,1999,2,16,48,155,183,74,47,4,17,19,37,19,7,32,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2953,Hungary,2000,0,8,24,85,104,58,27,1,7,17,19,22,10,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2954,Hungary,2001,1,11,42,97,133,73,42,0,10,17,31,27,13,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2955,Hungary,2002,1,10,41,102,145,61,39,1,9,27,36,26,14,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2956,Hungary,2003,0,6,30,89,140,70,38,0,16,26,27,30,11,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2957,Hungary,2004,2,7,38,99,145,64,63,2,6,23,25,29,14,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2958,Hungary,2005,0,6,24,67,117,67,39,1,5,13,11,22,15,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2959,Hungary,2006,2,10,31,71,98,54,33,3,17,16,19,28,11,29,1,33,53,98,214,161,127,1,21,45,55,76,59,123,1,0,7,6,15,10,13,1,0,0,7,4,9,13,,,,,,,,,,,,,, +2960,Hungary,2007,0,7,31,48,103,50,35,3,12,22,18,17,6,29,3,11,33,87,175,147,162,1,10,34,48,74,46,126,0,0,5,8,6,8,11,0,0,1,7,9,7,24,,,,,,,,,,,,,, +2961,Hungary,2008,0,12,23,47,86,72,24,0,11,13,15,12,5,25,1,19,39,91,141,146,136,2,22,33,42,52,55,117,1,1,4,7,8,8,11,0,1,4,1,8,3,22,,,,,,,,,,,,,, +2962,Hungary,2009,0,10,14,49,89,56,36,1,4,13,21,22,14,32,0,15,28,56,135,121,116,0,10,34,40,69,55,87,1,2,2,6,10,4,12,3,0,1,3,6,3,12,,,,,,,,,,,,,, +2963,Hungary,2010,1,9,14,36,51,50,23,0,9,16,14,9,15,20,4,34,41,111,159,170,180,4,29,42,65,81,92,123,0,4,4,2,7,10,6,2,2,1,2,8,3,19,,,,,,,,,,,,,, +2964,Hungary,2011,0,11,18,34,46,53,28,0,3,9,8,9,12,29,2,16,52,82,141,135,140,1,28,32,42,70,72,97,0,2,3,2,4,7,10,0,1,2,5,4,5,8,,,,,,,,,,,,,, +2965,Hungary,2012,2,7,15,29,64,41,25,0,8,14,15,11,14,28,5,23,29,73,127,152,99,1,18,24,43,46,71,120,0,1,1,2,4,6,2,0,0,1,3,2,4,9,,,,,,,,,,,,,, +2966,Hungary,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6,22,54,81,170,194,137,1,26,34,60,60,89,106 +2967,Iceland,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2968,Iceland,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2969,Iceland,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2970,Iceland,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2971,Iceland,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2972,Iceland,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2973,Iceland,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2974,Iceland,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2975,Iceland,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2976,Iceland,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2977,Iceland,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2978,Iceland,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2979,Iceland,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2980,Iceland,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2981,Iceland,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2982,Iceland,1995,0,0,0,0,0,0,1,0,0,0,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2983,Iceland,1996,,,,,,,,0,1,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2984,Iceland,1997,0,0,0,0,0,0,1,0,1,0,0,0,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2985,Iceland,1998,0,0,1,0,0,0,0,0,0,0,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2986,Iceland,1999,0,,,1,,,,0,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2987,Iceland,2000,,,,,,,,0,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2988,Iceland,2001,0,1,,,,,1,0,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2989,Iceland,2002,0,1,0,0,0,0,0,0,0,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2990,Iceland,2003,0,0,0,0,0,0,1,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2991,Iceland,2004,0,0,0,0,1,1,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2992,Iceland,2005,0,0,0,1,0,0,1,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2993,Iceland,2006,0,0,0,0,0,0,1,0,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0,0,2,0,0,0,0,2,1,1,0,1,0,0,0,0,1,0,0,0,,,,,,,,,,,,,, +2994,Iceland,2007,0,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0,0,2,1,0,1,0,0,7,3,0,1,0,0,,0,0,2,0,2,0,0,2,2,0,2,0,,,,,,,,,,,,,, +2995,Iceland,2008,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,1,0,0,,,,,,,,,,,,,, +2996,Iceland,2009,0,0,0,1,1,0,0,0,1,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,,,,,,,,,,,,,, +2997,Iceland,2010,0,0,1,0,3,0,0,0,0,1,1,0,0,0,0,2,0,0,1,0,0,0,3,3,2,0,0,1,0,0,1,0,0,0,0,0,0,1,2,0,0,0,,,,,,,,,,,,,, +2998,Iceland,2011,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,0,0,1,0,,,,,,,,,,,,,, +2999,Iceland,2012,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,2,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,0,,,,,,,,,,,,,, +3000,Iceland,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,1,2,1,0,1,0,0,0,2,1,0,0,3 +3001,India,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3002,India,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3003,India,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3004,India,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3005,India,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3006,India,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3007,India,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3008,India,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3009,India,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3010,India,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3011,India,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3012,India,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3013,India,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3014,India,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3015,India,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3016,India,1995,16,334,391,287,216,123,68,32,179,169,80,49,30,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3017,India,1996,47,966,1143,934,666,424,213,79,618,571,281,167,103,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3018,India,1997,50,1257,1351,1056,753,499,245,125,861,799,369,187,102,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3019,India,1998,84,1773,2013,1851,1389,885,419,190,1375,1121,670,349,200,102,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3020,India,1999,327,7058,8856,7900,6172,3864,1982,785,5497,4848,2773,1504,898,436,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3021,India,2000,1588,20963,31090,30829,24230,15308,8534,2250,14495,17287,11768,7516,4594,2697,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3022,India,2001,1063,22483,30007,29649,23961,14879,7779,2125,15973,16743,10103,5633,3353,1526,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3023,India,2002,2551,39923,54719,55829,44532,28199,14960,4200,28573,31946,21378,13233,7636,3814,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3024,India,2003,2411,47251,61758,63587,52865,33739,18018,4745,34511,36317,23320,14055,8322,3985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3025,India,2004,3018,57208,72132,74450,62173,40769,22388,5860,41017,42808,27000,16121,9705,5016,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3026,India,2005,3185,62620,74678,76870,64843,43038,24726,6292,45136,45629,28577,17042,10513,5408,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3027,India,2006,3566,68346,79037,82939,71621,49320,28716,6963,47702,47420,31128,18870,11752,6417,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3028,India,2007,4305,73947,83850,88045,76408,53414,31922,7575,50289,49519,32407,20316,13195,7395,,,,250051,,,,,,,148811,,,,,,,105825,,,,,,,101015,,,,,,,,,,,,,,,,, +3029,India,2008,4648,77121,83798,90498,78815,56928,36079,8319,51485,49887,33664,21486,14407,8357,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3030,India,2009,5001,78177,84003,90830,80097,59163,37419,8576,51945,49747,33754,22032,14929,8944,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3031,India,2010,4871,78278,82757,90440,81210,60766,38442,8544,53415,49425,34035,22719,15527,9735,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3032,India,2011,4649,78096,82762,89706,82921,63625,42443,8336,53958,49227,34698,23977,17182,10731,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3033,India,2012,4697,75502,79594,88111,82356,63814,41322,8260,53975,47511,33378,23267,17300,10502,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3034,India,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3035,Indonesia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3036,Indonesia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3037,Indonesia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3038,Indonesia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3039,Indonesia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3040,Indonesia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3041,Indonesia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3042,Indonesia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3043,Indonesia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3044,Indonesia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3045,Indonesia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3046,Indonesia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3047,Indonesia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3048,Indonesia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3049,Indonesia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3050,Indonesia,1995,6,203,297,306,302,228,109,16,160,244,282,192,90,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3051,Indonesia,1996,28,781,1349,1443,1305,1037,510,54,860,1175,1091,915,586,247,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3052,Indonesia,1997,46,1320,2139,2221,2122,1461,753,65,1305,1671,1751,1365,788,357,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3053,Indonesia,1998,78,2732,3873,4054,3486,2654,1517,108,2674,3412,3130,2335,1610,617,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3054,Indonesia,1999,106,3741,5277,4999,4401,3267,1697,140,3595,12859,3624,2812,1909,745,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3055,Indonesia,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3056,Indonesia,2001,298,5400,7279,6241,5538,4076,1914,354,5213,6040,4849,3537,2381,845,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3057,Indonesia,2002,569,7826,10248,8760,7668,5332,2891,650,7366,8794,6773,4943,3118,1292,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3058,Indonesia,2003,532,9570,12647,10925,9558,6720,3615,608,8734,10127,7889,6085,3907,1649,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3059,Indonesia,2004,697,12546,17137,14881,14772,9669,5197,803,11509,13597,10953,9586,5422,2212,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3060,Indonesia,2005,846,15215,20906,18401,17847,13509,6390,946,13916,16393,13022,10927,7539,2783,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3061,Indonesia,2006,899,16285,22752,20332,20059,15869,7348,985,14377,17628,14421,12376,8786,3203,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3062,Indonesia,2007,849,14835,21297,18606,18283,14176,6762,920,13371,16055,13211,11391,7965,2896,9828,8171,11436,8070,7652,7076,4676,8689,8119,9237,6490,5866,4700,2603,741,924,897,401,318,159,143,732,1387,1256,532,299,172,87,,,,,,,,,,,,,, +3063,Indonesia,2008,871,15339,22325,19224,18545,14907,6831,1015,13987,16292,13513,11899,8485,3143,15518,7891,10913,8421,8313,7871,5275,13794,8097,9290,7148,6493,5170,2656,1204,1065,1009,512,349,229,147,1047,1452,1348,677,349,207,78,,,,,,,,,,,,,, +3064,Indonesia,2009,811,15721,23011,19523,19026,15091,6755,1054,14039,16914,13481,12087,8558,3142,13787,7318,10334,7976,8049,7585,5005,12392,7370,8671,6564,6157,4821,2587,1479,1192,1211,672,410,301,168,1139,1540,1484,793,458,253,115,,,,,,,,,,,,,, +3065,Indonesia,2010,714,16501,24645,21090,20977,17329,7910,816,14800,17838,14629,13142,9524,3451,12831,6941,9711,7406,7688,7244,4794,11585,6542,8002,5854,5617,4603,2429,1268,1220,1245,714,454,323,199,1098,1749,1679,821,507,266,116,,,,,,,,,,,,,, +3066,Indonesia,2011,787,17406,25429,22353,22885,19404,9089,927,15840,18703,15900,14533,10556,3985,12340,6828,9696,7588,7541,7734,5183,11129,6916,7585,6044,5793,4848,2525,1518,1554,1539,825,532,401,247,1258,2063,2007,1061,537,348,164,,,,,,,,,,,,,, +3067,Indonesia,2012,824,17304,25460,23057,23751,20204,9554,879,15875,18484,16146,15215,11321,4245,12073,7233,9736,8059,8240,8125,5417,10883,7092,7898,6127,6055,5072,2856,1408,1700,1742,946,634,512,304,1276,2382,2223,1242,768,357,203,,,,,,,,,,,,,, +3068,Indonesia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13416,26056,37102,32925,33737,30440,15298,12638,25691,28125,23714,22172,16978,7290 +3069,Iran (Islamic Republic of),1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3070,Iran (Islamic Republic of),1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3071,Iran (Islamic Republic of),1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3072,Iran (Islamic Republic of),1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3073,Iran (Islamic Republic of),1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3074,Iran (Islamic Republic of),1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3075,Iran (Islamic Republic of),1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3076,Iran (Islamic Republic of),1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3077,Iran (Islamic Republic of),1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3078,Iran (Islamic Republic of),1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3079,Iran (Islamic Republic of),1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3080,Iran (Islamic Republic of),1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3081,Iran (Islamic Republic of),1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3082,Iran (Islamic Republic of),1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3083,Iran (Islamic Republic of),1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3084,Iran (Islamic Republic of),1995,118,751,754,636,494,737,921,234,1039,890,664,613,685,788,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3085,Iran (Islamic Republic of),1996,63,390,449,431,274,450,577,113,599,412,347,323,452,534,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3086,Iran (Islamic Republic of),1997,54,391,470,420,304,395,608,92,518,393,361,342,341,582,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3087,Iran (Islamic Republic of),1998,35,426,492,400,245,363,579,87,561,403,307,290,431,522,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3088,Iran (Islamic Republic of),1999,27,370,460,383,260,335,591,51,551,360,277,279,396,637,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3089,Iran (Islamic Republic of),2000,29,438,467,387,295,344,642,77,593,410,322,320,407,647,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3090,Iran (Islamic Republic of),2001,37,469,529,371,309,299,649,104,621,401,278,327,442,693,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3091,Iran (Islamic Republic of),2002,29,457,502,375,322,302,668,77,558,332,275,298,439,732,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3092,Iran (Islamic Republic of),2003,32,413,528,396,282,294,673,76,442,282,254,300,440,776,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3093,Iran (Islamic Republic of),2004,16,360,542,357,305,298,640,65,419,301,213,293,378,710,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3094,Iran (Islamic Republic of),2005,16,352,531,338,281,260,630,45,394,205,186,260,382,701,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3095,Iran (Islamic Republic of),2006,12,357,495,365,318,249,686,48,430,236,185,292,336,793,36,84,155,127,101,117,300,43,106,77,94,123,175,328,69,212,237,179,152,95,187,80,250,245,234,195,115,136,,,,,,,,,,,,,, +3096,Iran (Islamic Republic of),2007,10,311,511,330,285,261,680,42,394,236,173,268,387,813,52,67,136,119,118,121,312,51,126,71,67,109,156,325,62,180,219,175,151,110,217,84,270,289,221,222,144,171,,,,,,,,,,,,,, +3097,Iran (Islamic Republic of),2008,11,292,466,330,322,267,706,42,386,254,137,263,367,879,59,90,131,120,103,124,324,50,112,77,62,129,141,343,55,179,243,183,135,121,213,79,292,310,251,218,146,144,,,,,,,,,,,,,, +3098,Iran (Islamic Republic of),2009,15,302,509,305,335,326,753,46,455,276,210,273,396,951,47,92,139,128,100,137,316,71,118,83,86,99,158,352,74,177,227,184,159,128,227,87,245,307,259,251,170,190,,,,,,,,,,,,,, +3099,Iran (Islamic Republic of),2010,18,292,487,354,296,310,760,54,433,288,208,276,398,1014,59,93,134,109,118,123,331,69,125,102,77,106,162,377,79,191,247,231,158,139,241,73,255,354,287,234,186,194,,,,,,,,,,,,,, +3100,Iran (Islamic Republic of),2011,13,289,543,398,315,351,877,37,473,313,184,296,441,1009,61,86,162,124,113,142,331,57,107,97,70,119,149,362,82,204,262,180,196,148,256,95,272,428,304,271,200,178,,,,,,,,,,,,,, +3101,Iran (Islamic Republic of),2012,16,288,601,442,303,317,850,43,434,318,206,252,374,965,90,88,187,141,109,141,352,74,115,113,80,116,200,385,97,182,286,222,174,170,242,81,258,410,323,260,231,169,,,,,,,,,,,,,, +3102,Iran (Islamic Republic of),2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,193,541,1174,892,652,658,1488,227,795,827,553,616,783,1653 +3103,Iraq,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3104,Iraq,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3105,Iraq,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3106,Iraq,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3107,Iraq,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3108,Iraq,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3109,Iraq,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3110,Iraq,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3111,Iraq,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3112,Iraq,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3113,Iraq,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3114,Iraq,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3115,Iraq,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3116,Iraq,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3117,Iraq,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3118,Iraq,1995,1125,862,1409,1085,863,900,271,725,304,1208,915,800,886,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3119,Iraq,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3120,Iraq,1997,416,791,708,541,832,664,208,384,738,665,499,722,641,192,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3121,Iraq,1998,453,879,781,583,913,735,242,426,806,740,542,806,712,232,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3122,Iraq,1999,519,1434,1246,1081,704,632,376,509,1208,978,824,571,527,202,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3123,Iraq,2000,21,627,317,297,205,135,101,37,338,241,136,134,103,87,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3124,Iraq,2001,10,722,737,275,260,200,142,26,362,295,147,171,126,86,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3125,Iraq,2002,47,706,923,308,284,205,158,45,338,288,172,176,129,116,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3126,Iraq,2003,30,659,876,355,293,168,143,43,258,241,154,160,143,34,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3127,Iraq,2004,28,615,770,288,244,183,125,57,334,243,139,162,113,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3128,Iraq,2005,13,424,644,261,245,189,148,44,305,260,151,197,135,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3129,Iraq,2006,14,409,593,278,230,147,107,38,338,264,133,154,111,70,75,165,237,140,141,167,196,122,201,158,127,167,136,147,120,310,321,162,121,69,77,123,281,291,188,142,91,79,,,,,,,,,,,,,, +3130,Iraq,2007,20,319,531,276,223,188,126,34,289,228,154,134,130,74,80,177,249,159,154,183,231,93,195,155,123,187,155,152,120,279,292,178,125,86,91,90,286,270,180,120,101,72,,,,,,,,,,,,,, +3131,Iraq,2008,18,348,525,317,273,224,147,54,377,281,125,175,161,125,110,233,246,154,168,205,325,107,243,201,152,172,210,201,146,286,286,179,114,130,119,161,331,312,206,191,155,102,,,,,,,,,,,,,, +3132,Iraq,2009,33,377,506,340,263,213,196,63,361,294,186,216,158,141,111,216,225,203,170,189,285,125,218,154,167,201,180,222,175,329,315,211,150,120,98,162,317,334,217,215,139,122,,,,,,,,,,,,,, +3133,Iraq,2010,42,370,482,384,276,286,228,73,394,294,198,205,220,166,108,189,204,176,170,215,297,121,201,186,153,210,206,257,191,297,342,210,133,124,134,156,335,328,267,211,174,107,,,,,,,,,,,,,, +3134,Iraq,2011,35,304,395,313,237,223,183,66,368,258,164,159,201,153,117,165,168,146,114,233,269,124,216,156,157,163,213,222,213,294,274,174,145,129,125,172,326,323,245,202,183,152,,,,,,,,,,,,,, +3135,Iraq,2012,27,283,317,263,203,203,180,36,340,225,154,186,174,169,98,154,152,133,147,182,269,113,202,156,123,134,195,257,185,271,288,198,151,142,126,188,390,350,310,269,195,198,,,,,,,,,,,,,, +3136,Iraq,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,321,693,772,675,588,555,612,350,819,781,592,614,577,605 +3137,Ireland,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3138,Ireland,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3139,Ireland,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3140,Ireland,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3141,Ireland,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3142,Ireland,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3143,Ireland,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3144,Ireland,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3145,Ireland,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3146,Ireland,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3147,Ireland,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3148,Ireland,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3149,Ireland,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3150,Ireland,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3151,Ireland,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3152,Ireland,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3153,Ireland,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3154,Ireland,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3155,Ireland,1998,1,11,8,21,8,8,19,0,5,11,1,1,4,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3156,Ireland,1999,0,7,15,10,12,7,19,0,9,9,3,8,3,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3157,Ireland,2000,0,10,7,7,6,4,12,0,13,8,13,6,7,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3158,Ireland,2001,0,6,12,14,8,7,7,0,4,6,3,1,1,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3159,Ireland,2002,0,7,18,13,14,12,6,0,4,3,5,2,0,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3160,Ireland,2003,0,10,11,13,14,7,11,0,4,7,6,4,1,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3161,Ireland,2004,1,4,17,10,12,7,10,0,10,9,2,2,3,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3162,Ireland,2005,1,6,10,21,10,7,6,0,9,10,3,3,0,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3163,Ireland,2006,0,8,18,17,11,16,13,0,11,20,8,4,3,3,8,12,21,14,11,11,26,5,20,19,10,4,4,14,2,4,19,15,7,6,9,3,4,11,6,3,2,8,,,,,,,,,,,,,, +3164,Ireland,2007,0,26,49,32,28,26,26,0,14,28,22,14,2,4,41,32,53,52,14,20,51,39,21,53,28,13,9,35,0,16,46,28,8,14,16,2,14,28,24,6,10,10,,,,,,,,,,,,,, +3165,Ireland,2008,2,9,18,6,21,10,13,0,12,16,8,3,3,2,4,4,15,14,12,13,19,6,8,12,2,3,3,9,0,8,10,15,4,3,2,2,6,13,5,6,2,5,,,,,,,,,,,,,, +3166,Ireland,2009,0,5,19,13,12,10,12,3,5,13,7,1,3,3,4,8,15,11,13,11,14,5,2,13,13,6,7,8,4,9,27,12,10,7,9,1,11,11,11,5,4,4,,,,,,,,,,,,,, +3167,Ireland,2010,0,8,17,4,13,5,13,0,8,8,2,2,2,3,10,8,21,15,7,5,10,1,13,8,7,5,4,13,4,7,20,20,5,3,13,2,9,12,9,4,1,6,,,,,,,,,,,,,, +3168,Ireland,2011,0,7,9,12,12,7,6,0,8,7,7,8,2,1,2,5,21,14,10,4,10,6,3,12,6,7,7,4,0,8,15,9,6,1,7,5,3,15,7,4,2,1,,,,,,,,,,,,,, +3169,Ireland,2012,1,7,9,9,9,12,4,1,5,6,6,4,2,2,3,5,9,12,8,6,9,0,13,9,6,6,5,6,1,3,13,10,3,7,8,2,5,10,6,3,0,3,,,,,,,,,,,,,, +3170,Ireland,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4,19,55,41,38,32,35,5,28,32,34,11,7,13 +3171,Israel,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3172,Israel,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3173,Israel,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3174,Israel,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3175,Israel,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3176,Israel,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3177,Israel,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3178,Israel,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3179,Israel,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3180,Israel,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3181,Israel,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3182,Israel,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3183,Israel,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3184,Israel,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3185,Israel,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3186,Israel,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3187,Israel,1996,1,5,18,21,15,11,33,2,8,4,2,4,5,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3188,Israel,1997,5,9,27,20,17,19,43,2,16,10,18,7,3,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3189,Israel,1998,1,20,29,35,19,16,30,1,9,10,7,9,9,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3190,Israel,1999,3,19,20,28,19,13,36,2,8,15,7,7,5,26,11,11,19,13,13,11,21,15,6,18,5,5,5,24,11,3,7,10,5,7,20,5,5,5,7,11,11,25,,,,,,,,,,,,,, +3191,Israel,2000,0,20,26,23,23,13,38,3,10,16,6,3,3,32,18,6,17,26,14,16,30,19,7,10,12,6,11,21,6,0,8,5,5,2,12,6,3,7,7,7,6,26,,,,,,,,,,,,,, +3192,Israel,2001,2,13,24,24,20,17,36,1,9,15,14,5,2,24,8,12,27,14,16,12,37,11,5,17,13,8,9,31,3,3,6,7,5,6,16,7,0,6,2,2,2,14,,,,,,,,,,,,,, +3193,Israel,2002,4,10,24,13,17,13,25,3,21,18,13,5,6,20,9,4,17,10,6,12,32,8,11,16,4,9,6,17,2,5,3,3,3,5,19,4,7,6,6,8,6,22,,,,,,,,,,,,,, +3194,Israel,2003,2,9,14,30,12,10,33,2,17,16,18,7,5,14,10,4,19,12,7,7,25,4,3,20,14,7,9,28,0,3,7,12,3,5,13,6,3,7,8,8,7,17,,,,,,,,,,,,,, +3195,Israel,2004,1,5,14,21,17,8,26,1,7,12,12,8,3,16,11,7,17,13,15,14,32,8,4,18,8,19,9,22,0,5,5,6,7,2,9,4,3,11,9,7,6,21,,,,,,,,,,,,,, +3196,Israel,2005,1,4,15,18,15,5,26,0,6,14,7,7,5,19,11,3,11,15,12,16,24,10,6,16,8,4,9,23,5,0,2,4,4,2,8,2,1,4,3,6,4,10,,,,,,,,,,,,,, +3197,Israel,2006,1,4,19,17,6,9,11,0,3,10,7,5,2,14,17,4,15,19,17,6,29,10,7,14,7,7,4,22,1,0,3,2,2,2,4,1,5,2,5,5,6,11,,,,,,,,,,,,,, +3198,Israel,2007,1,7,16,22,11,8,17,1,2,17,3,6,3,12,13,10,20,19,14,15,31,10,7,23,16,10,7,22,1,1,5,5,4,2,6,1,4,3,2,4,3,5,,,,,,,,,,,,,, +3199,Israel,2008,0,13,12,12,7,6,10,1,5,5,7,6,0,11,3,10,26,13,13,9,21,5,2,10,8,5,5,17,2,2,12,4,2,3,16,3,1,11,2,5,3,10,,,,,,,,,,,,,, +3200,Israel,2009,2,7,21,13,10,1,15,0,4,13,10,9,2,12,3,12,15,13,16,9,18,3,4,5,9,3,5,15,0,3,12,6,4,8,12,2,5,14,6,6,4,7,,,,,,,,,,,,,, +3201,Israel,2010,1,13,28,12,8,4,6,0,1,8,10,2,0,10,9,18,33,17,5,14,13,6,4,7,9,6,3,17,3,8,16,3,2,2,10,0,3,7,6,4,4,6,,,,,,,,,,,,,, +3202,Israel,2011,0,29,30,11,5,9,9,0,10,10,7,4,4,7,6,39,54,15,13,11,17,11,5,14,4,4,7,7,2,14,13,8,3,1,1,1,1,7,6,1,2,6,,,,,,,,,,,,,, +3203,Israel,2012,0,9,33,20,3,6,13,0,4,20,11,4,2,17,9,40,70,27,16,11,16,8,11,22,7,4,1,12,0,11,30,8,3,2,5,2,5,9,6,5,6,10,,,,,,,,,,,,,, +3204,Israel,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8,34,81,34,14,14,24,7,15,30,17,6,6,18 +3205,Italy,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3206,Italy,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3207,Italy,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3208,Italy,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3209,Italy,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3210,Italy,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3211,Italy,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3212,Italy,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3213,Italy,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3214,Italy,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3215,Italy,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3216,Italy,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3217,Italy,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3218,Italy,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3219,Italy,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3220,Italy,1995,9,59,202,157,94,124,289,7,52,93,57,40,51,168,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3221,Italy,1996,12,72,196,168,125,155,319,2,53,116,60,33,56,172,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3222,Italy,1997,14,93,228,244,168,187,381,5,74,129,90,48,68,201,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3223,Italy,1998,15,128,327,248,189,226,429,10,105,150,110,58,75,283,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3224,Italy,1999,7,78,155,137,114,104,247,8,49,63,63,35,32,141,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3225,Italy,2000,12,63,96,75,58,54,112,6,38,58,33,13,19,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3226,Italy,2001,4,43,130,98,63,50,99,4,37,77,46,24,14,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3227,Italy,2002,6,51,139,127,74,68,134,6,51,94,55,18,28,85,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3228,Italy,2003,19,79,219,168,80,61,146,6,63,121,77,24,13,91,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3229,Italy,2004,34,52,130,115,64,43,123,16,48,73,39,21,19,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3230,Italy,2005,8,93,191,137,101,61,115,3,80,145,56,25,19,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3231,Italy,2006,7,113,201,197,105,75,152,9,88,165,82,48,16,88,40,90,142,132,107,91,254,44,70,120,97,52,43,151,22,71,171,162,58,66,146,35,52,112,81,57,46,200,,,,,,,,,,,,,, +3232,Italy,2007,3,75,170,113,87,48,106,7,74,94,58,31,19,76,25,38,117,103,90,75,189,28,45,95,69,50,32,123,12,47,108,110,62,34,121,14,43,92,77,47,35,123,,,,,,,,,,,,,, +3233,Italy,2008,13,78,148,137,72,42,104,10,65,106,56,24,21,56,69,102,176,165,95,91,197,77,73,141,95,70,55,160,23,70,119,99,59,45,117,19,44,90,61,31,23,97,,,,,,,,,,,,,, +3234,Italy,2009,4,89,168,108,75,34,83,3,68,93,46,31,16,62,38,50,99,61,72,40,124,43,52,82,57,29,20,87,26,52,109,81,44,29,89,15,29,83,48,48,26,107,,,,,,,,,,,,,, +3235,Italy,2010,15,87,161,133,87,42,89,11,80,94,66,29,21,48,49,66,109,81,63,40,96,60,46,94,75,32,25,70,18,46,115,106,44,31,78,32,52,92,68,43,23,105,,,,,,,,,,,,,, +3236,Italy,2011,0,51,88,81,52,24,59,5,41,73,37,18,14,43,52,53,74,82,49,49,85,40,45,67,57,32,25,71,9,27,77,67,40,34,73,15,33,72,53,39,22,79,,,,,,,,,,,,,, +3237,Italy,2012,1,43,90,83,46,13,52,1,27,62,39,14,12,38,28,34,51,31,33,31,61,36,15,40,49,32,12,56,11,27,86,70,31,33,56,12,24,67,55,26,18,65,,,,,,,,,,,,,, +3238,Italy,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,63,149,335,258,170,144,244,61,159,217,178,126,81,249 +3239,Jamaica,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3240,Jamaica,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3241,Jamaica,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3242,Jamaica,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3243,Jamaica,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3244,Jamaica,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3245,Jamaica,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3246,Jamaica,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3247,Jamaica,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3248,Jamaica,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3249,Jamaica,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3250,Jamaica,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3251,Jamaica,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3252,Jamaica,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3253,Jamaica,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3254,Jamaica,1995,2,9,14,9,11,8,9,2,7,6,5,5,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3255,Jamaica,1996,1,9,10,12,12,8,3,1,5,3,5,2,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3256,Jamaica,1997,1,2,9,16,12,8,1,0,5,6,4,3,1,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3257,Jamaica,1998,0,3,19,9,10,7,7,1,8,3,8,1,4,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3258,Jamaica,1999,2,10,16,6,6,15,6,2,5,9,3,4,5,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3259,Jamaica,2000,0,6,13,13,15,6,5,1,8,8,7,2,5,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3260,Jamaica,2001,3,10,9,21,5,1,1,2,2,7,6,3,2,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3261,Jamaica,2002,0,9,11,8,7,7,4,1,3,3,3,1,3,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3262,Jamaica,2003,1,11,9,14,12,4,6,2,7,8,2,3,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3263,Jamaica,2004,0,9,7,4,13,8,10,0,4,6,4,1,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3264,Jamaica,2005,0,4,6,6,10,6,7,0,1,5,4,0,1,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3265,Jamaica,2006,0,9,10,9,6,6,9,0,2,5,3,1,0,1,0,2,0,2,3,2,1,1,1,2,2,3,0,0,4,2,1,2,1,2,0,0,0,1,0,0,0,0,,,,,,,,,,,,,, +3266,Jamaica,2007,,12,10,7,17,7,3,2,5,2,6,2,2,3,,0,3,2,2,0,0,,0,2,0,2,0,1,,0,0,1,1,0,0,,0,1,1,0,0,0,,,,,,,,,,,,,, +3267,Jamaica,2008,3,2,10,10,11,11,5,1,8,3,3,1,1,6,2,2,2,1,3,3,3,3,1,0,0,1,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +3268,Jamaica,2009,1,5,8,10,7,4,5,7,7,8,7,4,3,1,2,4,2,8,4,8,4,0,3,6,3,0,2,2,0,0,1,0,1,1,0,0,0,1,0,1,0,0,,,,,,,,,,,,,, +3269,Jamaica,2010,1,7,15,15,8,6,7,0,5,4,5,1,0,2,11,0,5,3,5,5,7,3,1,2,1,1,0,2,0,0,1,1,0,0,0,2,0,1,0,0,1,0,,,,,,,,,,,,,, +3270,Jamaica,2011,0,2,6,3,4,4,3,1,3,4,0,3,1,1,6,1,0,5,2,5,6,5,1,1,0,3,1,0,0,2,0,0,0,0,0,0,1,2,0,0,1,1,,,,,,,,,,,,,, +3271,Jamaica,2012,1,10,8,3,5,5,1,1,1,5,4,2,0,0,3,0,3,1,3,4,4,6,2,6,0,1,0,0,0,0,2,0,4,0,0,0,0,1,1,0,0,1,,,,,,,,,,,,,, +3272,Jamaica,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4,12,18,11,11,6,1,6,6,4,6,7,1,2 +3273,Japan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3274,Japan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3275,Japan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3276,Japan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3277,Japan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3278,Japan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3279,Japan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3280,Japan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3281,Japan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3282,Japan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3283,Japan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3284,Japan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3285,Japan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3286,Japan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3287,Japan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3288,Japan,1995,15,342,627,995,1847,2059,4089,14,258,476,298,476,637,2234,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3289,Japan,1996,16,309,621,843,1756,1878,3639,7,224,409,262,364,565,1974,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3290,Japan,1997,8,304,625,798,1793,1908,4055,11,248,455,237,405,547,2177,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3291,Japan,1998,2,306,597,724,1571,1660,3545,6,243,418,233,329,417,1884,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3292,Japan,1999,6,290,623,706,1605,1768,4117,7,236,459,253,292,419,2128,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3293,Japan,2000,2,246,572,676,1494,1509,3816,5,222,464,213,292,384,1958,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3294,Japan,2001,3,220,576,632,1319,1513,3840,5,175,437,228,250,330,1880,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3295,Japan,2002,2,191,549,579,1192,1334,3747,3,192,395,259,248,308,1808,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3296,Japan,2003,1,210,521,550,1063,1388,3731,2,203,395,246,254,313,1966,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3297,Japan,2004,2,193,462,599,934,1363,3759,6,182,364,230,222,294,1861,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3298,Japan,2005,9,197,488,605,868,1418,3867,5,187,428,249,224,309,2077,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3299,Japan,2006,3,175,436,529,743,1388,3728,5,179,361,280,213,256,1863,23,271,631,556,643,991,2720,24,284,566,379,229,329,1452,15,79,173,220,208,397,1775,12,79,179,148,147,272,1499,,,,,,,,,,,,,, +3300,Japan,2007,1,142,372,512,668,1174,3678,3,134,318,231,156,212,1832,28,271,591,536,549,1000,2748,35,278,554,367,256,359,1479,12,84,196,211,191,351,1740,13,62,158,168,127,271,1558,,,,,,,,,,,,,, +3301,Japan,2008,2,117,339,456,599,1063,3482,1,115,293,230,173,253,1872,27,269,609,535,532,922,2688,27,280,528,398,261,283,1497,21,62,147,199,185,350,1752,14,51,157,158,136,287,1554,,,,,,,,,,,,,, +3302,Japan,2009,1,134,328,410,580,946,3406,3,105,287,254,169,221,2009,14,266,533,511,506,879,2668,24,250,498,396,253,294,1499,12,58,161,182,152,316,1727,13,51,142,148,155,283,1575,,,,,,,,,,,,,, +3303,Japan,2010,1,128,252,382,469,911,3326,6,89,232,194,155,183,1909,23,291,533,522,501,849,2742,31,250,421,391,244,304,1528,15,65,131,164,155,309,1594,9,52,134,131,117,238,1518,,,,,,,,,,,,,, +3304,Japan,2011,0,96,215,367,465,812,3256,5,94,213,203,148,223,1840,18,240,436,501,479,748,2651,35,227,435,353,270,307,1531,17,54,112,171,169,268,1734,5,43,121,162,132,248,1590,,,,,,,,,,,,,, +3305,Japan,2012,2,94,209,309,415,741,3230,2,79,180,169,111,175,1947,23,212,389,471,427,656,2527,17,197,366,325,228,276,1561,8,60,98,169,146,279,1598,8,50,119,131,115,244,1584,,,,,,,,,,,,,, +3306,Japan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,31,388,674,849,974,1613,7975,35,313,627,618,510,636,5252 +3307,Jordan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3308,Jordan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3309,Jordan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3310,Jordan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3311,Jordan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3312,Jordan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3313,Jordan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3314,Jordan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3315,Jordan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3316,Jordan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3317,Jordan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3318,Jordan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3319,Jordan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3320,Jordan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3321,Jordan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3322,Jordan,1995,0,19,37,17,20,26,11,1,15,4,10,14,12,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3323,Jordan,1996,2,22,30,17,13,21,9,1,8,11,8,16,8,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3324,Jordan,1997,5,14,18,11,10,19,22,3,8,6,4,4,5,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3325,Jordan,1998,0,22,26,7,12,10,6,0,7,6,3,3,7,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3326,Jordan,1999,0,16,19,16,10,8,2,0,8,7,2,2,7,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3327,Jordan,2000,0,8,16,13,9,14,2,0,8,9,1,2,2,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3328,Jordan,2001,2,7,22,10,10,8,7,0,8,6,1,0,9,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3329,Jordan,2002,0,8,9,11,12,11,5,0,9,4,3,2,12,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3330,Jordan,2003,0,19,20,17,8,13,0,1,6,7,2,3,12,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3331,Jordan,2004,0,8,12,14,6,17,0,0,10,4,3,5,12,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3332,Jordan,2005,0,8,17,9,4,6,5,1,6,6,6,5,8,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3333,Jordan,2006,0,9,23,16,7,4,10,0,8,11,3,5,2,6,13,3,5,4,6,3,6,8,6,3,3,3,2,5,22,11,13,7,4,1,10,9,26,22,20,13,14,9,,,,,,,,,,,,,, +3334,Jordan,2007,0,7,20,14,9,7,5,0,9,12,6,1,12,7,2,9,8,6,0,4,4,5,6,9,6,5,3,3,17,6,19,10,3,8,4,9,20,21,7,12,11,7,,,,,,,,,,,,,, +3335,Jordan,2008,0,13,10,3,5,13,5,0,20,15,6,4,7,3,6,4,8,5,3,7,3,4,8,10,3,1,4,2,16,10,12,8,8,5,7,10,25,17,18,7,12,10,,,,,,,,,,,,,, +3336,Jordan,2009,1,5,15,14,10,7,6,0,7,14,8,3,7,12,1,1,11,3,2,7,4,6,5,10,6,1,3,4,19,18,13,7,6,5,5,13,24,30,11,15,7,17,,,,,,,,,,,,,, +3337,Jordan,2010,2,5,14,10,12,12,6,3,14,24,4,3,5,3,3,4,3,5,3,2,5,11,3,10,6,4,4,6,15,7,6,8,3,4,2,17,18,23,20,12,7,8,,,,,,,,,,,,,, +3338,Jordan,2011,0,9,10,13,8,13,5,0,8,11,8,4,8,6,3,3,9,9,3,7,8,3,11,9,3,2,4,7,15,10,5,3,5,2,5,30,16,11,11,2,9,4,,,,,,,,,,,,,, +3339,Jordan,2012,0,8,12,8,5,7,7,1,9,12,7,1,3,5,2,6,10,5,2,5,6,3,9,7,7,4,4,3,16,6,11,9,6,5,2,13,21,26,23,14,11,9,,,,,,,,,,,,,, +3340,Jordan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12,19,39,37,19,10,21,8,43,49,30,19,11,9 +3341,Kazakhstan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3342,Kazakhstan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3343,Kazakhstan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3344,Kazakhstan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3345,Kazakhstan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3346,Kazakhstan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3347,Kazakhstan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3348,Kazakhstan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3349,Kazakhstan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3350,Kazakhstan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3351,Kazakhstan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3352,Kazakhstan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3353,Kazakhstan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3354,Kazakhstan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3355,Kazakhstan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3356,Kazakhstan,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3357,Kazakhstan,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3358,Kazakhstan,1997,22,68,827,725,475,485,211,47,78,673,423,141,142,115,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3359,Kazakhstan,1998,34,795,1009,817,628,515,78,62,625,713,457,204,174,69,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3360,Kazakhstan,1999,34,778,1217,1026,560,368,165,60,822,872,452,226,171,136,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3361,Kazakhstan,2000,36,1057,1409,1379,923,439,218,84,999,1079,599,275,202,204,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3362,Kazakhstan,2001,38,1038,1477,1485,1011,429,211,88,1040,1062,570,263,194,173,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3363,Kazakhstan,2002,33,1067,1565,1490,1042,435,212,68,1035,1086,669,348,194,208,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3364,Kazakhstan,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3365,Kazakhstan,2004,24,989,1291,1183,899,336,196,62,844,912,517,307,178,189,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3366,Kazakhstan,2005,31,917,1142,983,795,274,175,46,751,767,436,286,121,187,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3367,Kazakhstan,2006,11,888,981,848,744,287,169,30,741,636,370,234,116,150,1025,1717,1608,1250,988,445,237,1080,1800,1644,914,551,193,134,1515,638,332,248,180,89,80,1495,580,396,281,185,93,85,,,,,,,,,,,,,, +3368,Kazakhstan,2007,14,881,976,859,714,279,150,38,782,605,367,249,124,157,669,1690,1579,1096,855,423,209,678,1773,1477,816,487,184,119,483,499,290,187,137,49,51,2,410,272,207,132,53,51,,,,,,,,,,,,,, +3369,Kazakhstan,2008,14,897,968,811,752,306,160,44,710,659,320,230,137,185,120,1759,1440,1049,803,418,187,203,1854,1360,792,454,171,127,329,392,301,185,130,61,40,271,347,260,207,112,53,66,,,,,,,,,,,,,, +3370,Kazakhstan,2009,6,765,812,676,573,252,116,37,662,519,337,200,122,135,133,1588,1249,800,738,329,145,171,1629,1251,672,375,145,93,261,332,244,147,117,58,37,210,262,270,142,97,63,40,,,,,,,,,,,,,, +3371,Kazakhstan,2010,15,675,754,595,511,251,127,33,566,520,263,205,122,132,93,1430,1122,774,636,364,135,162,1424,1235,583,384,167,82,236,317,213,140,97,61,36,194,255,221,147,111,58,41,,,,,,,,,,,,,, +3372,Kazakhstan,2011,6,602,716,516,515,235,91,15,439,495,260,190,109,117,95,1281,1126,775,569,323,118,139,1355,1143,583,353,144,90,191,271,223,134,113,71,40,176,200,216,145,89,76,51,,,,,,,,,,,,,, +3373,Kazakhstan,2012,9,508,586,514,479,233,98,16,415,411,241,177,97,100,92,1164,1009,798,590,355,118,151,1199,1109,514,330,138,109,158,208,244,139,114,70,33,150,197,194,121,91,75,50,,,,,,,,,,,,,, +3374,Kazakhstan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,235,1991,2957,2604,2104,1337,611,276,1712,2005,1154,798,580,594 +3375,Kenya,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3376,Kenya,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3377,Kenya,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3378,Kenya,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3379,Kenya,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3380,Kenya,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3381,Kenya,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3382,Kenya,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3383,Kenya,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3384,Kenya,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3385,Kenya,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3386,Kenya,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3387,Kenya,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3388,Kenya,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3389,Kenya,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3390,Kenya,1995,154,2072,3073,1675,920,485,296,187,1802,1759,741,411,242,117,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3391,Kenya,1996,151,2492,3820,2097,993,498,311,252,2290,2327,926,462,245,114,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3392,Kenya,1997,53,2881,4374,2333,1100,482,284,242,2573,2604,1086,499,242,103,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3393,Kenya,1998,210,3372,5477,2983,1378,626,382,318,3315,3469,1378,656,324,141,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3394,Kenya,1999,237,3835,6078,3349,1545,645,405,373,3850,3997,1596,760,348,179,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3395,Kenya,2000,264,3739,6653,3548,1630,630,414,416,3916,4363,1874,831,347,148,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3396,Kenya,2001,299,4083,7070,3903,1771,723,443,464,4116,4822,2063,935,394,221,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3397,Kenya,2002,299,4445,7708,4306,2023,807,433,392,4542,5465,2267,996,445,190,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3398,Kenya,2003,341,4918,8515,4560,2167,928,567,487,5003,6023,2618,1171,551,309,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3399,Kenya,2004,391,5388,9016,5142,2404,973,576,519,5458,6326,2850,1236,558,312,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3400,Kenya,2005,359,4790,8832,5069,2521,1031,590,577,5144,6521,2781,1266,593,315,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3401,Kenya,2006,387,4708,8229,4975,2467,1037,645,583,4953,6052,2792,1343,604,379,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3402,Kenya,2007,474,4752,8132,4959,2361,1084,601,599,4594,5979,2774,1180,542,329,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3403,Kenya,2008,451,4709,8128,4924,2302,1025,583,586,4355,5475,2431,1065,481,296,1490,2154,3927,3516,2117,1104,902,1423,2406,4188,2778,1537,826,647,1076,1040,1839,1416,794,418,257,946,1118,1806,1090,567,301,203,,,,,,,,,,,,,, +3404,Kenya,2009,470,4667,8081,5067,2565,1030,659,662,4306,5387,2512,1104,540,352,1255,2363,4789,4109,2404,1274,1130,1272,2533,4921,3303,1550,977,707,1638,1366,2366,2006,1110,508,407,1346,1412,2394,1491,730,361,303,,,,,,,,,,,,,, +3405,Kenya,2010,357,4698,7945,5077,2509,994,658,549,4044,5112,2372,1056,544,345,1038,2189,4427,4131,2491,1363,1291,1044,2410,4640,3156,1767,1047,848,1485,1341,2383,1975,1101,536,511,1248,1375,2368,1567,743,396,353,,,,,,,,,,,,,, +3406,Kenya,2011,356,4773,8376,5201,2660,1045,665,629,4183,4917,2434,1025,477,344,1000,2279,4279,3957,2453,1296,1220,1008,2309,4162,2979,1641,996,815,1498,1375,2317,2007,1140,571,471,1297,1339,2193,1450,689,387,335,,,,,,,,,,,,,, +3407,Kenya,2012,393,4893,8149,5302,2493,1099,669,603,4097,4975,2363,993,529,379,942,2079,4012,3699,2235,1317,1279,965,2149,3841,2753,1584,882,841,1315,1272,2159,1779,1036,539,458,1150,1227,2091,1394,731,415,368,,,,,,,,,,,,,, +3408,Kenya,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2209,7614,13059,10306,5571,2776,2387,2174,6425,9717,6052,3002,1641,1402 +3409,Kiribati,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3410,Kiribati,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3411,Kiribati,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3412,Kiribati,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3413,Kiribati,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3414,Kiribati,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3415,Kiribati,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3416,Kiribati,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3417,Kiribati,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3418,Kiribati,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3419,Kiribati,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3420,Kiribati,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3421,Kiribati,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3422,Kiribati,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3423,Kiribati,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3424,Kiribati,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3425,Kiribati,1996,0,4,1,2,2,2,2,2,3,3,4,2,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3426,Kiribati,1997,1,2,0,0,5,1,1,2,0,0,2,0,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3427,Kiribati,1998,1,6,10,2,3,2,1,2,7,5,3,5,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3428,Kiribati,1999,2,6,4,2,4,4,3,1,9,9,6,2,3,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3429,Kiribati,2000,2,9,3,3,3,8,2,2,5,6,3,4,1,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3430,Kiribati,2001,4,10,7,3,3,5,3,4,7,7,3,3,4,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3431,Kiribati,2002,5,11,1,7,7,7,,5,15,8,8,3,4,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3432,Kiribati,2003,5,13,5,9,6,6,0,5,20,4,12,7,3,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3433,Kiribati,2004,8,17,10,12,10,9,3,7,31,9,12,7,6,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3434,Kiribati,2005,3,15,15,12,17,4,1,5,22,12,7,7,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3435,Kiribati,2006,3,18,18,16,18,3,7,5,15,5,5,1,8,3,11,10,6,9,11,7,9,20,10,5,2,1,2,1,29,17,5,8,2,4,2,25,9,7,6,3,2,2,,,,,,,,,,,,,, +3436,Kiribati,2007,2,15,7,10,6,10,3,8,13,6,8,9,4,2,12,12,2,8,4,2,4,16,4,3,5,3,3,0,31,24,4,4,2,6,2,36,15,5,11,1,3,3,,,,,,,,,,,,,, +3437,Kiribati,2008,2,30,9,15,10,2,5,4,33,9,12,9,3,4,9,7,4,6,9,4,2,12,8,6,1,1,1,1,15,14,16,8,8,2,2,10,8,3,6,12,1,2,,,,,,,,,,,,,, +3438,Kiribati,2009,6,22,13,12,8,6,6,10,19,12,9,14,5,3,8,9,2,5,4,4,1,10,8,2,6,5,3,3,11,6,3,5,5,1,2,11,6,4,1,3,1,0,,,,,,,,,,,,,, +3439,Kiribati,2010,3,27,13,10,9,6,2,5,15,7,4,8,5,4,8,17,10,7,4,8,0,12,9,3,3,4,4,2,8,10,6,8,5,1,1,14,9,2,3,2,1,1,,,,,,,,,,,,,, +3440,Kiribati,2011,4,17,9,3,10,9,3,6,26,12,9,16,12,4,22,15,2,7,6,3,3,21,11,7,4,1,4,3,21,6,1,4,5,2,3,16,12,5,7,3,2,0,,,,,,,,,,,,,, +3441,Kiribati,2012,4,19,12,16,17,11,5,4,15,11,10,7,2,1,23,18,9,8,8,3,2,18,19,4,4,1,3,2,15,5,7,3,6,5,2,10,9,2,3,0,2,4,,,,,,,,,,,,,, +3442,Kiribati,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,49,41,41,30,27,17,14,46,36,32,35,19,15,8 +3443,Kuwait,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3444,Kuwait,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3445,Kuwait,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3446,Kuwait,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3447,Kuwait,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3448,Kuwait,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3449,Kuwait,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3450,Kuwait,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3451,Kuwait,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3452,Kuwait,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3453,Kuwait,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3454,Kuwait,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3455,Kuwait,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3456,Kuwait,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3457,Kuwait,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3458,Kuwait,1995,0,15,51,32,17,9,0,0,8,24,9,4,4,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3459,Kuwait,1996,0,11,45,16,30,4,1,1,12,17,8,3,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3460,Kuwait,1997,1,23,38,37,22,6,7,1,17,26,11,7,1,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3461,Kuwait,1998,0,14,42,42,20,11,5,0,13,14,9,5,5,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3462,Kuwait,1999,0,18,49,26,11,10,4,2,9,23,5,6,4,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3463,Kuwait,2000,0,10,44,32,21,11,5,1,11,24,12,5,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3464,Kuwait,2001,0,13,37,29,19,1,6,1,13,30,14,4,5,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3465,Kuwait,2002,0,14,47,32,26,9,3,0,15,37,11,7,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3466,Kuwait,2003,1,14,39,33,26,11,5,1,16,31,18,2,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3467,Kuwait,2004,0,20,63,38,22,9,7,0,14,44,12,7,5,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3468,Kuwait,2005,0,12,45,29,26,8,3,0,13,31,11,3,1,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3469,Kuwait,2006,1,19,72,40,37,14,3,0,17,41,23,5,6,6,1,8,28,6,3,0,7,5,7,6,4,1,0,0,3,22,69,45,13,5,2,8,22,44,28,18,3,2,,,,,,,,,,,,,, +3470,Kuwait,2007,1,16,69,25,29,8,5,0,26,53,18,13,7,4,2,7,29,17,4,3,1,4,4,12,8,1,1,1,1,24,62,48,17,6,2,7,16,38,39,14,2,1,,,,,,,,,,,,,, +3471,Kuwait,2008,0,18,90,56,34,11,9,2,33,47,27,7,5,6,3,4,36,31,18,6,3,6,13,21,9,3,2,3,6,24,75,58,16,9,3,4,27,73,44,12,7,5,,,,,,,,,,,,,, +3472,Kuwait,2009,0,26,72,67,36,12,8,1,39,86,18,10,4,7,2,5,41,17,15,8,3,5,9,31,10,5,3,1,4,18,81,33,20,8,3,7,39,80,55,24,12,7,,,,,,,,,,,,,, +3473,Kuwait,2010,1,16,67,50,48,10,11,4,41,78,30,10,11,8,3,10,33,26,15,6,5,4,11,32,11,5,1,1,4,25,65,40,21,9,8,7,32,92,64,25,9,6,,,,,,,,,,,,,, +3474,Kuwait,2011,0,13,41,36,35,11,5,0,23,30,15,9,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3475,Kuwait,2012,0,14,59,49,35,15,3,3,40,73,15,12,6,4,1,6,35,18,16,6,4,3,8,26,11,3,3,0,11,20,38,28,18,8,1,6,13,69,31,18,5,3,,,,,,,,,,,,,, +3476,Kuwait,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8,32,97,96,64,30,18,11,70,164,65,24,16,9 +3477,Kyrgyzstan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3478,Kyrgyzstan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3479,Kyrgyzstan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3480,Kyrgyzstan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3481,Kyrgyzstan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3482,Kyrgyzstan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3483,Kyrgyzstan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3484,Kyrgyzstan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3485,Kyrgyzstan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3486,Kyrgyzstan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3487,Kyrgyzstan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3488,Kyrgyzstan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3489,Kyrgyzstan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3490,Kyrgyzstan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3491,Kyrgyzstan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3492,Kyrgyzstan,1995,3,109,171,165,65,38,30,1,70,94,34,18,15,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3493,Kyrgyzstan,1996,4,148,210,156,86,38,40,8,90,93,55,18,26,31,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3494,Kyrgyzstan,1997,1,212,381,349,143,90,38,4,115,133,64,22,29,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3495,Kyrgyzstan,1998,4,105,176,141,75,43,21,3,68,89,54,20,22,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3496,Kyrgyzstan,1999,5,216,388,244,142,73,49,8,137,199,75,40,31,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3497,Kyrgyzstan,2000,4,128,227,205,115,52,46,6,128,146,100,41,30,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3498,Kyrgyzstan,2001,0,176,287,217,159,54,44,0,133,183,105,45,30,48,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3499,Kyrgyzstan,2002,0,202,268,233,137,61,45,0,153,179,116,44,39,67,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3500,Kyrgyzstan,2003,0,189,298,241,145,63,70,0,178,227,109,61,29,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3501,Kyrgyzstan,2004,3,221,277,265,164,58,69,11,196,228,104,59,34,72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3502,Kyrgyzstan,2005,1,247,303,269,194,66,84,15,215,236,141,70,33,98,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3503,Kyrgyzstan,2006,3,245,298,245,179,75,75,13,228,203,107,75,32,65,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3504,Kyrgyzstan,2007,3,243,274,186,186,62,63,11,216,213,114,67,47,61,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3505,Kyrgyzstan,2008,1,261,275,190,155,70,53,13,209,217,104,61,41,62,54,298,239,193,186,99,101,78,242,226,118,98,49,55,251,296,144,76,73,32,12,233,177,118,67,46,22,38,,,,,,,,,,,,,, +3506,Kyrgyzstan,2009,7,251,252,185,168,54,41,14,214,186,97,60,29,51,51,339,255,210,204,120,99,72,319,258,127,101,56,56,222,294,142,97,64,25,30,175,202,117,67,60,33,30,,,,,,,,,,,,,, +3507,Kyrgyzstan,2010,5,261,260,188,141,64,48,5,223,199,98,71,40,42,39,283,249,189,199,120,92,57,264,232,107,86,59,52,239,261,146,68,61,31,26,186,217,153,107,69,40,31,,,,,,,,,,,,,, +3508,Kyrgyzstan,2011,6,225,204,179,168,77,41,13,200,191,84,60,50,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3509,Kyrgyzstan,2012,4,210,255,207,184,86,30,8,195,173,108,55,42,37,56,364,311,267,220,166,85,55,280,259,109,118,94,64,285,321,163,91,62,42,23,232,197,141,94,79,39,40,,,,,,,,,,,,,, +3510,Kyrgyzstan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,301,836,737,488,470,317,170,293,705,604,332,232,199,175 +3511,Lao People's Democratic Republic,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3512,Lao People's Democratic Republic,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3513,Lao People's Democratic Republic,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3514,Lao People's Democratic Republic,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3515,Lao People's Democratic Republic,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3516,Lao People's Democratic Republic,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3517,Lao People's Democratic Republic,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3518,Lao People's Democratic Republic,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3519,Lao People's Democratic Republic,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3520,Lao People's Democratic Republic,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3521,Lao People's Democratic Republic,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3522,Lao People's Democratic Republic,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3523,Lao People's Democratic Republic,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3524,Lao People's Democratic Republic,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3525,Lao People's Democratic Republic,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3526,Lao People's Democratic Republic,1995,6,56,71,68,78,90,55,3,49,49,69,54,52,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3527,Lao People's Democratic Republic,1996,1,42,80,97,131,127,84,4,31,62,80,64,59,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3528,Lao People's Democratic Republic,1997,2,61,91,151,158,156,124,2,60,83,102,102,88,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3529,Lao People's Democratic Republic,1998,4,77,152,150,177,211,152,6,59,121,122,108,90,65,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3530,Lao People's Democratic Republic,1999,5,91,175,183,213,193,191,9,60,115,142,141,98,90,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3531,Lao People's Democratic Republic,2000,7,92,128,166,201,177,176,10,59,95,131,122,91,71,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3532,Lao People's Democratic Republic,2001,10,81,137,176,219,186,164,6,51,99,121,138,104,71,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3533,Lao People's Democratic Republic,2002,4,86,159,220,223,227,185,2,72,141,151,152,117,90,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3534,Lao People's Democratic Republic,2003,6,91,180,239,226,207,196,7,77,107,162,156,114,98,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3535,Lao People's Democratic Republic,2004,14,120,181,231,318,259,268,12,72,137,157,172,164,121,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3536,Lao People's Democratic Republic,2005,13,136,223,296,373,300,352,7,101,186,205,244,192,178,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3537,Lao People's Democratic Republic,2006,12,145,245,340,406,345,354,13,109,196,221,228,222,205,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3538,Lao People's Democratic Republic,2007,11,150,258,307,418,361,350,7,126,175,215,293,206,207,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3539,Lao People's Democratic Republic,2008,6,159,262,329,380,409,373,10,101,165,209,264,220,192,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3540,Lao People's Democratic Republic,2009,11,159,235,325,382,366,351,6,119,186,205,265,217,207,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3541,Lao People's Democratic Republic,2010,8,157,254,287,416,385,380,13,133,152,215,269,225,225,9,20,34,43,34,49,41,7,18,39,25,19,18,31,16,24,46,29,30,23,22,7,13,19,30,20,12,22,,,,,,,,,,,,,, +3542,Lao People's Democratic Republic,2011,8,145,275,323,474,416,375,14,141,204,208,267,215,206,5,20,47,46,59,61,68,4,23,45,33,33,27,45,14,28,42,32,34,32,24,7,19,39,24,25,10,19,,,,,,,,,,,,,, +3543,Lao People's Democratic Republic,2012,10,144,236,326,424,381,365,11,119,197,192,246,210,201,7,14,59,49,43,48,70,14,14,47,24,27,29,27,13,26,45,32,27,23,26,12,25,39,30,19,15,19,,,,,,,,,,,,,, +3544,Lao People's Democratic Republic,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,35,189,358,360,534,523,456,37,152,243,246,307,258,239 +3545,Latvia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3546,Latvia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3547,Latvia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3548,Latvia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3549,Latvia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3550,Latvia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3551,Latvia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3552,Latvia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3553,Latvia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3554,Latvia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3555,Latvia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3556,Latvia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3557,Latvia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3558,Latvia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3559,Latvia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3560,Latvia,1995,0,20,44,71,70,40,30,0,22,49,55,47,27,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3561,Latvia,1996,0,28,69,130,89,67,42,0,32,39,31,22,10,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3562,Latvia,1997,0,47,109,145,106,61,29,1,27,22,37,20,16,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3563,Latvia,1998,0,58,105,129,121,68,35,1,24,45,26,23,15,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3564,Latvia,1999,1,48,87,110,103,57,30,2,28,24,40,29,11,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3565,Latvia,2000,0,53,106,124,111,64,34,2,25,41,27,28,7,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3566,Latvia,2001,0,48,109,138,101,64,32,2,24,33,41,31,18,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3567,Latvia,2002,0,32,98,123,121,64,26,0,37,42,37,23,11,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3568,Latvia,2003,0,36,74,141,106,59,32,0,31,42,42,35,17,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3569,Latvia,2004,0,30,74,119,109,53,38,2,29,32,36,29,12,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3570,Latvia,2005,1,22,71,104,117,55,34,0,17,31,31,23,18,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3571,Latvia,2006,2,27,78,82,105,51,26,0,17,27,33,28,9,13,9,23,72,81,74,52,31,7,17,42,49,33,8,24,26,6,7,7,4,5,4,40,7,5,2,3,2,6,,,,,,,,,,,,,, +3572,Latvia,2007,,33,65,93,102,49,19,1,18,27,32,18,12,9,0,29,70,62,67,38,30,4,25,38,35,29,16,21,50,14,24,12,18,12,14,54,10,12,10,16,10,18,,,,,,,,,,,,,, +3573,Latvia,2008,0,28,54,71,71,47,27,0,11,23,26,21,9,12,7,30,49,67,64,35,34,6,15,30,29,15,10,9,22,7,12,8,2,3,6,13,3,9,6,5,6,16,,,,,,,,,,,,,, +3574,Latvia,2009,0,21,41,67,78,48,20,0,12,17,20,20,9,14,3,23,47,48,53,36,29,11,27,36,24,15,14,11,13,10,2,6,6,4,4,13,6,4,1,3,2,12,,,,,,,,,,,,,, +3575,Latvia,2010,0,20,44,65,71,39,15,0,6,19,25,12,10,13,3,29,52,62,56,30,15,8,29,36,35,14,18,13,16,4,8,4,5,1,4,18,2,6,5,1,3,9,,,,,,,,,,,,,, +3576,Latvia,2011,0,11,42,58,50,33,18,0,7,16,19,14,12,13,15,20,56,62,56,34,14,10,31,32,30,20,16,14,22,7,4,5,6,3,3,14,2,4,3,2,6,4,,,,,,,,,,,,,, +3577,Latvia,2012,0,19,62,67,59,36,15,1,14,15,14,16,15,9,11,35,54,68,60,34,19,14,25,35,26,28,14,15,15,11,8,8,5,1,9,15,5,3,2,9,1,8,,,,,,,,,,,,,, +3578,Latvia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16,38,94,143,134,99,54,29,34,58,53,43,40,37 +3579,Lebanon,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3580,Lebanon,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3581,Lebanon,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3582,Lebanon,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3583,Lebanon,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3584,Lebanon,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3585,Lebanon,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3586,Lebanon,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3587,Lebanon,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3588,Lebanon,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3589,Lebanon,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3590,Lebanon,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3591,Lebanon,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3592,Lebanon,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3593,Lebanon,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3594,Lebanon,1995,3,26,32,30,16,16,10,1,16,18,13,8,5,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3595,Lebanon,1996,4,28,41,18,12,9,19,4,24,13,11,5,6,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3596,Lebanon,1997,1,18,33,22,19,17,17,3,30,20,6,7,8,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3597,Lebanon,1998,1,27,33,22,19,17,17,3,23,20,6,7,8,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3598,Lebanon,1999,3,27,44,35,17,17,11,1,33,26,17,6,9,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3599,Lebanon,2000,5,16,28,20,15,17,14,4,31,26,9,7,4,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3600,Lebanon,2001,0,22,20,18,16,8,8,3,25,28,7,6,4,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3601,Lebanon,2002,1,19,25,14,10,7,9,2,17,21,8,9,3,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3602,Lebanon,2003,0,19,26,22,6,5,7,3,14,12,9,5,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3603,Lebanon,2004,1,11,25,18,18,8,6,0,18,21,10,5,1,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3604,Lebanon,2005,0,12,19,15,10,12,8,1,25,14,8,3,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3605,Lebanon,2006,0,11,12,18,14,10,8,1,16,12,5,2,2,1,5,10,4,8,6,4,8,11,11,6,7,4,3,3,14,11,13,14,3,9,5,7,19,32,15,6,8,26,,,,,,,,,,,,,, +3606,Lebanon,2007,0,12,19,13,12,11,5,1,17,30,13,5,3,2,4,12,17,10,3,3,6,13,17,15,8,5,4,1,17,25,18,8,11,5,7,5,34,43,14,9,10,6,,,,,,,,,,,,,, +3607,Lebanon,2008,1,9,14,12,17,14,6,2,24,32,15,7,3,2,8,4,14,7,10,14,3,8,25,17,6,3,0,4,11,21,19,15,4,5,18,20,38,39,24,5,2,10,,,,,,,,,,,,,, +3608,Lebanon,2009,1,12,22,13,9,12,7,2,28,40,14,2,8,9,6,4,6,8,7,6,4,2,13,21,10,5,2,0,4,17,14,13,10,9,15,23,36,33,17,9,6,12,,,,,,,,,,,,,, +3609,Lebanon,2010,1,8,21,15,12,12,10,0,36,48,17,7,4,3,9,5,9,7,7,4,3,5,14,18,7,5,4,2,14,14,18,6,8,6,12,14,29,32,18,12,11,16,,,,,,,,,,,,,, +3610,Lebanon,2011,1,14,18,13,15,6,8,0,37,51,12,9,1,3,3,7,11,10,10,2,3,2,13,27,4,5,3,1,9,11,15,7,9,9,5,11,44,50,15,12,6,6,,,,,,,,,,,,,, +3611,Lebanon,2012,2,18,21,13,14,12,6,2,48,72,16,9,4,3,8,7,8,8,6,3,5,6,22,33,8,8,4,5,9,16,21,6,12,7,8,18,41,61,19,18,7,7,,,,,,,,,,,,,, +3612,Lebanon,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,31,46,71,50,32,27,25,21,108,158,44,39,13,16 +3613,Lesotho,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3614,Lesotho,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3615,Lesotho,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3616,Lesotho,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3617,Lesotho,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3618,Lesotho,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3619,Lesotho,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3620,Lesotho,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3621,Lesotho,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3622,Lesotho,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3623,Lesotho,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3624,Lesotho,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3625,Lesotho,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3626,Lesotho,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3627,Lesotho,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3628,Lesotho,1995,9,108,214,256,189,96,88,14,106,125,71,49,17,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3629,Lesotho,1996,12,123,272,367,223,149,87,7,164,189,94,44,29,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3630,Lesotho,1997,11,180,392,463,307,173,69,29,216,272,152,71,40,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3631,Lesotho,1998,6,190,407,488,372,190,87,10,200,283,125,65,30,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3632,Lesotho,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3633,Lesotho,2000,8,165,458,517,395,198,76,11,222,336,195,83,36,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3634,Lesotho,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3635,Lesotho,2002,10,218,547,535,347,211,80,14,304,447,207,125,41,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3636,Lesotho,2003,10,219,614,592,466,219,83,32,328,567,313,219,59,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3637,Lesotho,2004,29,286,728,696,448,206,78,22,459,691,364,161,68,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3638,Lesotho,2005,32,395,695,397,148,82,37,19,226,721,616,494,297,121,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3639,Lesotho,2006,33,228,628,550,440,218,49,50,370,642,430,171,90,125,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3640,Lesotho,2007,6,32,135,73,87,52,28,4,78,121,106,40,13,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3641,Lesotho,2008,21,223,615,542,380,242,138,24,343,700,358,146,76,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3642,Lesotho,2009,26,217,685,549,411,257,118,30,326,659,409,167,79,43,264,245,674,634,421,348,213,226,293,668,494,294,183,126,65,116,349,298,223,150,102,50,169,370,287,164,92,51,,,,,,,,,,,,,, +3643,Lesotho,2010,16,222,607,497,364,244,133,27,283,597,329,169,64,48,305,217,699,670,467,340,279,264,289,703,495,313,163,127,52,106,337,255,206,154,114,43,148,344,213,152,50,48,,,,,,,,,,,,,, +3644,Lesotho,2011,19,179,584,493,329,245,121,23,311,572,307,185,84,58,271,195,685,691,508,357,233,226,292,709,500,357,205,117,50,90,257,262,186,132,97,51,138,310,253,143,82,38,,,,,,,,,,,,,, +3645,Lesotho,2012,15,204,580,427,295,196,114,30,309,571,296,143,71,47,220,229,810,672,340,249,190,246,333,787,510,304,147,105,41,95,272,236,129,110,84,31,155,300,210,106,65,43,,,,,,,,,,,,,, +3646,Lesotho,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,244,452,1322,1172,780,593,436,229,614,1293,821,486,249,225 +3647,Liberia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3648,Liberia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3649,Liberia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3650,Liberia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3651,Liberia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3652,Liberia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3653,Liberia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3654,Liberia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3655,Liberia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3656,Liberia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3657,Liberia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3658,Liberia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3659,Liberia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3660,Liberia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3661,Liberia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3662,Liberia,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3663,Liberia,1996,38,69,105,84,42,33,9,44,72,78,51,24,12,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3664,Liberia,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3665,Liberia,1998,18,150,229,158,72,34,11,18,164,160,98,45,17,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3666,Liberia,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3667,Liberia,2000,12,133,196,127,52,17,26,21,140,149,88,28,16,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3668,Liberia,2001,16,111,174,132,63,17,11,18,108,143,77,35,17,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3669,Liberia,2002,20,252,315,295,143,60,44,26,256,250,150,86,41,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3670,Liberia,2003,5,180,215,204,99,49,23,12,148,180,109,43,30,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3671,Liberia,2004,32,333,427,285,198,71,51,39,268,397,183,123,41,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3672,Liberia,2005,26,240,352,333,155,74,65,37,232,297,171,108,52,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3673,Liberia,2006,59,324,442,371,250,125,97,55,292,371,242,125,85,68,70,39,19,99,58,29,14,63,33,24,80,75,31,12,51,77,72,106,84,7,6,32,72,50,118,65,4,2,,,,,,,,,,,,,, +3674,Liberia,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3675,Liberia,2008,107,129,412,532,308,169,98,56,115,237,367,298,170,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3676,Liberia,2009,95,360,591,592,346,135,0,105,354,541,399,222,0,96,24,8,17,20,12,8,0,14,11,37,8,15,0,0,25,13,46,26,55,33,0,27,11,19,17,28,2,0,,,,,,,,,,,,,, +3677,Liberia,2010,90,338,621,510,295,114,21,254,339,488,259,171,151,99,121,132,193,48,69,19,2,145,40,18,351,123,46,78,353,56,38,65,4,12,10,202,45,19,452,23,6,78,,,,,,,,,,,,,, +3678,Liberia,2011,67,382,595,727,440,194,87,67,329,433,517,285,88,50,77,111,190,194,270,104,84,58,199,115,179,129,78,44,162,19,114,85,219,113,168,65,70,145,125,136,110,81,,,,,,,,,,,,,, +3679,Liberia,2012,65,382,627,667,406,129,83,61,354,535,605,292,79,57,172,118,305,139,233,111,89,171,99,96,165,122,76,50,149,50,164,128,212,133,133,64,152,152,135,110,92,75,,,,,,,,,,,,,, +3680,Liberia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,57,366,660,635,320,198,98,64,316,512,217,242,86,64 +3681,Libya,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3682,Libya,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3683,Libya,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3684,Libya,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3685,Libya,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3686,Libya,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3687,Libya,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3688,Libya,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3689,Libya,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3690,Libya,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3691,Libya,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3692,Libya,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3693,Libya,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3694,Libya,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3695,Libya,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3696,Libya,1995,2,112,212,78,46,22,21,5,34,31,19,20,13,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3697,Libya,1996,4,93,142,82,31,28,19,4,30,35,17,10,9,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3698,Libya,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3699,Libya,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3700,Libya,1999,2,110,257,115,53,36,33,6,43,59,25,15,14,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3701,Libya,2000,5,101,239,86,36,29,32,6,43,35,24,24,16,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3702,Libya,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3703,Libya,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3704,Libya,2003,0,108,266,142,32,25,19,4,43,28,30,25,21,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3705,Libya,2004,5,113,310,173,53,24,20,1,44,50,20,23,13,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3706,Libya,2005,2,114,293,168,52,19,35,8,36,36,35,21,21,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3707,Libya,2006,1,98,247,150,49,23,23,8,55,34,24,10,12,11,,,,,,,,,,,,,,,49,52,116,51,29,24,36,46,87,94,67,58,50,45,,,,,,,,,,,,,, +3708,Libya,2007,2,61,143,78,26,12,10,4,23,17,12,8,7,11,14,33,58,54,25,17,23,14,16,14,13,11,14,16,45,65,122,73,44,45,32,45,78,79,40,18,35,391,,,,,,,,,,,,,, +3709,Libya,2008,2,116,298,162,85,24,19,6,56,35,22,20,9,17,10,26,64,75,18,20,23,13,21,29,29,15,22,25,33,71,112,67,21,12,24,39,80,89,67,54,36,44,,,,,,,,,,,,,, +3710,Libya,2009,4,131,295,180,73,30,23,11,54,63,26,10,14,22,18,34,78,105,33,11,30,11,27,28,22,22,19,17,27,69,111,68,29,15,21,25,64,83,57,43,40,44,,,,,,,,,,,,,, +3711,Libya,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3712,Libya,2011,5,85,173,148,54,18,21,8,59,47,37,22,25,29,17,16,51,79,32,13,11,7,26,19,16,2,9,7,11,27,52,47,27,13,26,16,46,58,59,29,25,26,,,,,,,,,,,,,, +3713,Libya,2012,2,86,136,136,63,31,22,10,47,37,19,24,18,13,25,27,58,60,40,24,14,24,17,20,17,18,14,14,22,34,65,45,20,19,30,19,51,55,53,43,30,47,,,,,,,,,,,,,, +3714,Libya,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,135,233,204,93,69,66,30,110,124,80,60,56,42 +3715,Lithuania,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3716,Lithuania,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3717,Lithuania,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3718,Lithuania,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3719,Lithuania,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3720,Lithuania,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3721,Lithuania,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3722,Lithuania,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3723,Lithuania,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3724,Lithuania,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3725,Lithuania,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3726,Lithuania,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3727,Lithuania,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3728,Lithuania,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3729,Lithuania,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3730,Lithuania,1995,4,46,132,225,176,90,77,5,6,53,45,32,16,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3731,Lithuania,1996,2,60,133,224,206,133,82,6,37,62,73,40,29,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3732,Lithuania,1997,2,53,136,227,213,146,98,5,40,77,73,38,25,67,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3733,Lithuania,1998,0,38,77,165,163,81,57,0,27,25,65,22,21,46,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3734,Lithuania,1999,0,42,90,153,22,91,67,0,32,48,55,25,20,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3735,Lithuania,2000,1,38,97,145,155,74,68,0,20,37,39,32,22,48,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3736,Lithuania,2001,0,35,112,197,155,88,76,1,33,59,57,35,28,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3737,Lithuania,2002,1,24,95,176,142,88,59,0,30,59,45,32,18,52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3738,Lithuania,2003,1,35,116,175,174,107,60,0,35,49,37,38,20,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3739,Lithuania,2004,0,39,100,161,173,92,71,1,21,48,47,47,24,32,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3740,Lithuania,2005,0,42,118,186,187,108,67,1,25,41,57,49,23,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3741,Lithuania,2006,0,38,120,207,211,107,74,0,25,48,56,52,38,53,5,34,79,109,132,101,66,2,29,33,46,42,23,53,51,18,18,19,26,19,15,46,13,10,16,21,12,32,,,,,,,,,,,,,, +3742,Lithuania,2007,0,31,77,165,235,109,76,0,34,41,48,50,22,37,3,30,85,112,145,90,82,4,23,45,42,49,23,46,35,10,15,18,27,14,16,43,15,9,23,11,13,29,,,,,,,,,,,,,, +3743,Lithuania,2008,0,39,110,162,182,104,71,1,20,51,46,36,18,44,1,25,69,108,140,88,85,1,27,46,37,44,21,52,46,13,14,16,25,11,11,51,8,11,18,9,11,20,,,,,,,,,,,,,, +3744,Lithuania,2009,0,22,91,130,163,100,48,4,25,36,31,33,21,39,2,29,53,102,120,74,77,2,38,38,51,35,29,51,41,10,19,9,19,9,12,25,17,12,16,14,11,19,,,,,,,,,,,,,, +3745,Lithuania,2010,1,34,75,128,157,89,54,1,20,36,31,43,18,32,0,29,64,105,87,82,65,4,32,33,36,44,14,38,54,14,9,14,17,17,10,32,13,7,4,7,5,18,,,,,,,,,,,,,, +3746,Lithuania,2011,1,25,52,126,158,77,55,0,20,31,37,38,16,45,2,28,67,97,96,75,55,4,31,45,43,40,25,56,52,2,10,13,11,7,8,29,10,2,10,9,5,19,,,,,,,,,,,,,, +3747,Lithuania,2012,0,35,73,143,148,91,60,1,8,28,55,36,20,28,2,15,51,73,87,70,57,5,25,34,43,35,21,30,23,14,7,6,11,9,5,25,13,5,7,10,7,14,,,,,,,,,,,,,, +3748,Lithuania,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,19,49,150,254,299,209,160,18,42,76,84,82,57,74 +3749,Luxembourg,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3750,Luxembourg,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3751,Luxembourg,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3752,Luxembourg,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3753,Luxembourg,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3754,Luxembourg,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3755,Luxembourg,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3756,Luxembourg,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3757,Luxembourg,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3758,Luxembourg,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3759,Luxembourg,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3760,Luxembourg,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3761,Luxembourg,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3762,Luxembourg,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3763,Luxembourg,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3764,Luxembourg,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3765,Luxembourg,1996,0,5,3,4,2,3,2,1,3,2,0,1,0,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3766,Luxembourg,1997,1,2,2,7,3,2,3,1,3,0,1,0,1,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3767,Luxembourg,1998,0,3,6,7,4,2,0,1,0,1,2,2,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3768,Luxembourg,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3769,Luxembourg,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3770,Luxembourg,2001,0,0,1,0,0,0,2,0,2,2,1,1,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3771,Luxembourg,2002,0,0,1,3,3,2,1,0,0,2,1,1,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3772,Luxembourg,2003,0,2,10,7,1,2,2,0,2,1,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3773,Luxembourg,2004,0,1,0,4,3,1,1,0,0,5,5,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3774,Luxembourg,2005,0,0,2,2,1,1,2,0,0,2,1,1,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3775,Luxembourg,2006,0,0,3,2,3,2,3,0,2,3,2,0,1,1,0,0,1,1,0,1,1,0,1,1,1,1,0,2,0,0,0,0,0,0,1,0,0,0,0,0,0,0,,,,,,,,,,,,,, +3776,Luxembourg,2007,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,5,6,4,1,6,0,1,4,1,1,1,2,0,0,0,2,0,0,2,2,0,0,0,0,2,0,,,,,,,,,,,,,, +3777,Luxembourg,2008,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +3778,Luxembourg,2009,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +3779,Luxembourg,2010,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,2,4,1,0,1,1,1,1,3,0,0,0,1,0,1,0,0,2,0,0,1,1,0,0,0,,,,,,,,,,,,,, +3780,Luxembourg,2011,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +3781,Luxembourg,2012,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +3782,Luxembourg,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,3,8,6,5,2,0,0,2,4,3,1,1,2 +3783,Madagascar,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3784,Madagascar,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3785,Madagascar,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3786,Madagascar,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3787,Madagascar,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3788,Madagascar,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3789,Madagascar,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3790,Madagascar,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3791,Madagascar,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3792,Madagascar,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3793,Madagascar,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3794,Madagascar,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3795,Madagascar,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3796,Madagascar,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3797,Madagascar,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3798,Madagascar,1995,79,791,1289,1173,630,423,242,100,799,1108,744,340,230,78,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3799,Madagascar,1996,68,888,1325,1271,673,484,285,106,808,1031,744,393,197,79,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3800,Madagascar,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3801,Madagascar,1998,70,827,1545,1420,829,485,282,108,852,1193,824,430,253,117,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3802,Madagascar,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3803,Madagascar,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3804,Madagascar,2001,103,1033,1588,1625,1094,613,404,190,1010,1349,1094,546,289,154,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3805,Madagascar,2002,94,1023,1594,1563,1174,609,398,163,983,1372,1000,598,234,135,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3806,Madagascar,2003,123,1249,1830,1839,1413,723,438,216,1164,1578,1240,743,326,191,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3807,Madagascar,2004,118,1025,1593,1482,1026,495,300,130,950,1130,841,513,220,95,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3808,Madagascar,2005,98,1159,1867,1732,1349,582,333,150,1012,1451,1047,614,248,129,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3809,Madagascar,2006,117,1500,2391,2220,1714,766,458,208,1458,1944,1444,874,353,166,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3810,Madagascar,2007,196,1473,2353,2097,1671,823,438,223,1456,1810,1354,880,378,192,155,58,106,178,39,38,25,128,86,133,220,62,56,37,512,224,242,687,221,147,96,421,197,213,605,195,128,85,,,,,,,,,,,,,, +3811,Madagascar,2008,142,1499,2294,2113,1669,836,465,251,1433,1846,1352,911,383,171,215,,,,,,,,,,,,,,1215,,,,,,,,,,,,,,,,,,,,,,,,,,, +3812,Madagascar,2009,150,1463,2377,2132,1662,942,433,230,1527,1886,1428,906,390,187,303,1332,,,,,,,,,,,,,1225,2762,,,,,,,,,,,,,,,,,,,,,,,,,, +3813,Madagascar,2010,204,1721,1621,2525,1782,960,485,323,1621,1943,1376,946,397,192,285,1372,,,,,,,,,,,,,1314,3237,,,,,,,,,,,,,,,,,,,,,,,,,, +3814,Madagascar,2011,146,1807,2764,2495,1938,1044,522,252,1726,2031,1503,978,462,188,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3815,Madagascar,2012,177,1725,2474,2460,1927,1059,490,242,1720,1848,1420,914,474,199,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3816,Madagascar,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3817,Malawi,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3818,Malawi,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3819,Malawi,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3820,Malawi,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3821,Malawi,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3822,Malawi,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3823,Malawi,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3824,Malawi,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3825,Malawi,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3826,Malawi,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3827,Malawi,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3828,Malawi,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3829,Malawi,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3830,Malawi,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3831,Malawi,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3832,Malawi,1995,25,493,1195,833,519,215,89,65,802,1028,573,294,108,45,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3833,Malawi,1996,27,562,1388,937,529,224,110,92,887,1187,715,347,133,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3834,Malawi,1997,47,578,1418,995,521,254,101,84,1009,1307,767,347,123,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3835,Malawi,1998,46,677,1581,1158,643,281,151,85,1131,1585,867,437,148,63,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3836,Malawi,1999,43,588,1475,1083,588,239,126,80,1052,1487,777,376,154,62,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3837,Malawi,2000,50,653,1476,1113,585,245,114,66,1038,1481,831,401,148,64,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3838,Malawi,2001,37,704,1486,1025,591,230,129,74,1070,1520,862,384,139,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3839,Malawi,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3840,Malawi,2003,43,596,1374,936,489,209,128,76,963,1531,790,374,155,52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3841,Malawi,2004,47,647,1505,1081,508,264,124,78,1009,1694,910,412,191,96,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3842,Malawi,2005,58,622,1653,1031,549,279,157,84,913,1598,859,386,180,74,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3843,Malawi,2006,42,584,1647,1054,491,256,182,80,848,1545,813,348,183,93,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3844,Malawi,2007,61,614,1454,954,473,233,158,109,768,1497,715,342,146,84,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +3845,Malawi,2008,56,570,1562,982,502,280,176,166,707,1327,727,365,172,89,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3846,Malawi,2009,53,565,1645,1066,503,278,199,75,691,1246,706,318,174,104,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +3847,Malawi,2010,50,565,1509,985,485,275,187,103,610,1196,661,314,198,102,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3848,Malawi,2011,70,519,1486,1050,440,238,201,79,601,1119,660,283,161,96,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3849,Malawi,2012,52,495,1537,1051,471,292,204,71,538,1057,609,298,156,120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3850,Malawi,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,977,1047,2950,1601,1348,752,685,850,1053,2219,1556,833,529,395 +3851,Malaysia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3852,Malaysia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3853,Malaysia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3854,Malaysia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3855,Malaysia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3856,Malaysia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3857,Malaysia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3858,Malaysia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3859,Malaysia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3860,Malaysia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3861,Malaysia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3862,Malaysia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3863,Malaysia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3864,Malaysia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3865,Malaysia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3866,Malaysia,1995,59,640,879,775,788,374,1072,58,446,448,345,316,149,339,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3867,Malaysia,1996,45,720,1026,894,838,671,868,77,457,463,371,327,242,270,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3868,Malaysia,1997,44,701,1036,961,816,380,1123,51,535,485,383,338,141,343,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3869,Malaysia,1998,31,670,1090,1050,872,426,1282,45,519,526,398,330,157,406,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3870,Malaysia,1999,27,692,1147,1152,977,902,880,32,513,558,422,351,286,268,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3871,Malaysia,2000,32,694,1138,1177,908,814,891,41,464,564,424,367,356,286,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3872,Malaysia,2001,48,713,1198,1221,1011,934,738,36,510,506,445,374,353,222,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3873,Malaysia,2002,22,562,1106,1182,997,758,844,30,421,524,415,485,319,293,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3874,Malaysia,2003,216,1211,2010,2073,1798,1438,1601,196,969,1044,857,669,584,626,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3875,Malaysia,2004,191,1195,2105,2189,1890,1440,1535,227,925,1014,852,694,605,532,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3876,Malaysia,2005,244,1179,2218,2277,1980,1427,1507,208,1044,1061,947,816,586,572,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3877,Malaysia,2006,15,507,855,734,678,443,496,3,30,300,403,321,257,161,63,122,130,181,175,132,108,30,72,80,118,102,67,52,42,104,100,78,85,57,65,18,78,79,49,40,46,48,,,,,,,,,,,,,, +3878,Malaysia,2007,216,1291,2224,2082,1839,1394,1395,226,1098,1101,849,782,585,514,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3879,Malaysia,2008,221,1436,2445,2318,2169,1599,1543,240,1161,1283,906,878,648,657,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3880,Malaysia,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3881,Malaysia,2010,129,884,1438,1599,1453,967,981,152,704,881,592,542,425,388,35,282,653,708,440,370,367,52,245,389,295,181,172,149,44,212,294,323,358,255,245,31,205,147,96,128,108,99,,,,,,,,,,,,,, +3882,Malaysia,2011,63,948,1564,1559,1594,1245,1054,77,837,876,584,599,459,403,110,338,553,541,519,448,471,103,299,317,200,221,188,193,97,205,393,354,267,222,147,90,246,299,195,148,132,93,,,,,,,,,,,,,, +3883,Malaysia,2012,74,1060,1575,1677,1762,1409,1260,105,903,1010,710,693,590,483,174,371,644,520,504,506,570,142,318,362,241,220,217,204,96,243,376,369,270,207,164,96,242,306,173,168,129,106,,,,,,,,,,,,,, +3884,Malaysia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,309,1871,2756,2737,2850,2347,2158,335,1718,1798,1228,1179,1060,989 +3885,Maldives,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3886,Maldives,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3887,Maldives,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3888,Maldives,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3889,Maldives,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3890,Maldives,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3891,Maldives,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3892,Maldives,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3893,Maldives,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3894,Maldives,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3895,Maldives,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3896,Maldives,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3897,Maldives,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3898,Maldives,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3899,Maldives,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3900,Maldives,1995,1,28,11,10,8,10,6,1,13,8,4,6,6,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3901,Maldives,1996,0,24,9,3,5,14,8,1,12,9,5,6,5,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3902,Maldives,1997,1,13,6,2,13,9,8,3,15,8,9,4,3,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3903,Maldives,1998,1,19,18,8,4,6,2,1,13,5,1,6,4,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3904,Maldives,1999,0,14,8,9,7,7,8,3,10,6,3,6,6,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3905,Maldives,2000,0,9,10,2,5,5,3,0,11,4,5,4,5,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3906,Maldives,2001,1,12,5,3,5,7,1,1,10,3,2,6,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3907,Maldives,2002,0,11,9,0,1,5,8,1,8,5,4,5,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3908,Maldives,2003,1,14,7,4,9,9,4,0,8,5,1,5,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3909,Maldives,2004,0,13,11,3,8,5,6,0,8,3,2,1,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3910,Maldives,2005,0,9,8,5,6,6,5,1,10,7,1,2,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3911,Maldives,2006,0,8,9,3,4,3,6,0,6,3,4,3,2,2,1,1,0,2,0,2,1,1,2,1,2,0,2,1,3,6,1,1,0,0,1,2,4,1,4,3,0,0,,,,,,,,,,,,,, +3912,Maldives,2007,0,14,4,6,5,6,5,1,5,2,5,5,0,1,2,4,3,3,4,2,1,4,2,3,3,2,3,2,4,1,4,2,0,2,1,3,3,4,2,2,0,1,,,,,,,,,,,,,, +3913,Maldives,2008,,9,11,3,5,6,3,,7,1,3,,3,2,1,3,5,2,2,3,5,1,0,2,3,1,3,1,2,3,6,1,5,3,3,1,1,3,2,0,1,2,,,,,,,,,,,,,, +3914,Maldives,2009,0,16,5,1,4,0,5,0,4,4,2,2,2,0,3,1,,,2,1,1,,1,,,,1,3,,2,7,4,1,3,3,3,3,10,3,1,1,,,,,,,,,,,,,,, +3915,Maldives,2010,0,8,6,0,4,5,6,1,2,3,4,1,0,1,1,1,2,2,2,0,6,1,1,0,1,1,3,0,5,3,4,6,0,0,0,3,4,3,2,2,1,1,,,,,,,,,,,,,, +3916,Maldives,2011,0,12,7,3,8,1,3,0,4,3,1,2,1,2,0,4,1,1,0,0,1,1,0,2,0,0,2,0,3,3,2,1,3,1,2,1,2,4,0,2,3,1,,,,,,,,,,,,,, +3917,Maldives,2012,0,8,6,2,4,5,4,0,7,6,3,3,2,2,3,0,1,2,3,0,3,2,0,0,1,0,1,1,1,2,4,0,2,3,2,4,3,8,4,0,4,4,,,,,,,,,,,,,, +3918,Maldives,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4,20,20,4,9,9,5,6,11,8,4,7,4,3 +3919,Mali,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3920,Mali,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3921,Mali,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3922,Mali,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3923,Mali,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3924,Mali,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3925,Mali,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3926,Mali,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3927,Mali,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3928,Mali,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3929,Mali,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3930,Mali,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3931,Mali,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3932,Mali,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3933,Mali,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3934,Mali,1995,27,72,357,294,181,138,102,31,132,184,128,107,61,52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3935,Mali,1996,19,182,408,364,226,157,136,21,153,197,128,95,51,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3936,Mali,1997,16,226,559,493,357,255,164,15,178,264,167,111,60,34,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3937,Mali,1998,13,193,501,428,308,205,130,11,173,237,164,88,79,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3938,Mali,1999,19,235,475,429,315,216,129,21,180,226,171,120,96,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3939,Mali,2000,23,206,430,396,297,235,144,14,174,232,152,106,75,43,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3940,Mali,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3941,Mali,2002,20,209,547,447,430,151,72,39,141,250,166,190,71,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3942,Mali,2003,32,348,619,438,330,201,115,29,172,278,212,123,73,45,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3943,Mali,2004,28,302,584,473,316,219,147,29,191,284,183,151,105,57,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3944,Mali,2005,26,350,628,539,365,263,193,33,208,348,245,152,101,72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3945,Mali,2006,28,361,679,550,436,272,216,30,250,371,249,168,116,76,16,370,,,,,,,,,,,,,580,,,,,,,,,,,,,,,,,,,,,,,,,,, +3946,Mali,2007,29,369,696,570,422,291,213,30,263,385,258,160,113,95,15,376,,,,,,,,,,,,,,668,,,,,,,,,,,,,,,,,,,,,,,,,, +3947,Mali,2008,22,453,809,640,503,314,250,37,332,516,320,245,172,121,14,,,,,,,7,,,,,,,55,,,,,,,23,,,,,,,,,,,,,,,,,,,, +3948,Mali,2009,37,489,978,758,510,379,275,44,365,494,384,211,135,104,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3949,Mali,2010,94,381,707,526,354,227,207,31,265,337,247,144,96,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3950,Mali,2011,25,370,772,515,352,267,230,42,255,393,223,147,118,68,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3951,Mali,2012,25,405,731,547,377,257,211,34,253,344,239,137,89,77,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3952,Mali,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,26,375,750,551,401,244,230,27,284,351,266,144,95,74 +3953,Malta,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3954,Malta,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3955,Malta,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3956,Malta,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3957,Malta,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3958,Malta,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3959,Malta,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3960,Malta,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3961,Malta,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3962,Malta,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3963,Malta,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3964,Malta,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3965,Malta,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3966,Malta,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3967,Malta,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3968,Malta,1995,0,0,0,1,0,0,0,0,0,1,0,0,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3969,Malta,1996,0,0,0,0,1,2,1,0,0,0,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3970,Malta,1997,0,1,0,0,0,0,1,0,0,0,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3971,Malta,1998,0,1,0,0,1,0,3,0,1,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3972,Malta,1999,0,0,1,0,0,5,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3973,Malta,2000,0,1,0,1,1,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3974,Malta,2001,0,,,,1,,1,0,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3975,Malta,2002,0,1,0,1,0,1,0,0,0,1,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3976,Malta,2003,0,0,1,0,1,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3977,Malta,2004,0,0,0,0,1,0,0,0,0,0,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3978,Malta,2005,0,1,1,1,1,1,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3979,Malta,2006,0,1,0,2,0,0,1,0,0,0,0,0,0,0,0,6,4,1,2,1,5,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,1,0,0,0,2,,,,,,,,,,,,,, +3980,Malta,2007,0,0,2,0,0,1,3,0,2,0,0,0,0,0,0,3,5,0,1,2,6,0,0,0,0,0,1,0,1,3,2,2,0,1,0,1,1,0,0,0,0,0,,,,,,,,,,,,,, +3981,Malta,2008,0,3,6,2,0,0,0,0,1,1,0,0,0,2,0,7,4,2,1,0,3,0,0,0,0,1,0,1,0,2,3,1,1,0,1,0,1,2,0,1,0,0,,,,,,,,,,,,,, +3982,Malta,2009,0,4,3,1,1,1,1,0,0,1,0,0,0,0,0,4,4,0,0,1,0,0,0,1,0,0,0,1,0,4,3,0,1,0,3,0,3,3,1,0,0,0,,,,,,,,,,,,,, +3983,Malta,2010,0,0,3,0,0,0,0,0,0,1,0,0,0,0,0,1,1,1,1,0,1,0,1,0,0,0,0,0,0,1,5,0,0,1,0,0,0,2,0,0,0,1,,,,,,,,,,,,,, +3984,Malta,2011,0,2,4,0,0,0,0,0,1,0,0,0,0,0,0,1,3,0,0,0,2,0,1,0,1,0,0,0,0,1,0,1,0,0,1,0,0,1,0,2,0,1,,,,,,,,,,,,,, +3985,Malta,2012,1,2,2,2,0,0,0,0,1,1,0,0,0,0,0,5,4,1,1,0,5,1,2,1,0,0,0,0,0,3,3,0,0,1,0,0,4,0,1,0,0,0,,,,,,,,,,,,,, +3986,Malta,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,22,6,4,0,0,3,0,2,8,1,0,0,4 +3987,Marshall Islands,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3988,Marshall Islands,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3989,Marshall Islands,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3990,Marshall Islands,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3991,Marshall Islands,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3992,Marshall Islands,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3993,Marshall Islands,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3994,Marshall Islands,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3995,Marshall Islands,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3996,Marshall Islands,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3997,Marshall Islands,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3998,Marshall Islands,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3999,Marshall Islands,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4000,Marshall Islands,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4001,Marshall Islands,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4002,Marshall Islands,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4003,Marshall Islands,1996,7,8,3,3,5,3,0,12,7,3,3,2,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4004,Marshall Islands,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4005,Marshall Islands,1998,0,2,0,1,1,1,0,0,1,3,1,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4006,Marshall Islands,1999,5,10,3,4,1,6,0,2,10,7,2,2,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4007,Marshall Islands,2000,3,5,4,1,3,5,3,7,7,3,0,2,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4008,Marshall Islands,2001,3,8,4,2,4,2,0,5,6,4,7,8,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4009,Marshall Islands,2002,0,1,2,1,3,2,2,0,2,0,0,3,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4010,Marshall Islands,2003,6,4,2,7,7,2,2,4,9,2,4,6,1,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4011,Marshall Islands,2004,2,5,4,3,3,2,,1,7,5,3,3,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4012,Marshall Islands,2005,2,4,4,5,6,1,1,1,9,2,4,3,4,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4013,Marshall Islands,2006,,4,3,4,6,3,2,2,2,3,3,7,4,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4014,Marshall Islands,2007,0,1,1,2,5,1,0,1,3,3,2,3,3,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4015,Marshall Islands,2008,1,1,1,2,3,0,0,2,3,2,4,5,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4016,Marshall Islands,2009,1,12,5,2,5,4,0,1,5,5,4,5,2,1,10,3,3,3,6,5,2,10,6,3,6,7,2,4,2,1,1,1,2,0,0,2,1,0,1,0,0,0,,,,,,,,,,,,,, +4017,Marshall Islands,2010,0,10,1,4,6,6,2,5,9,2,2,4,8,0,15,7,2,3,6,6,2,5,9,4,4,1,0,0,16,9,8,3,2,2,1,8,3,6,3,3,1,0,,,,,,,,,,,,,, +4018,Marshall Islands,2011,1,7,2,3,3,3,1,1,5,8,2,5,2,1,6,2,3,2,1,2,3,4,0,1,2,4,0,0,14,4,5,1,3,0,0,15,6,4,3,2,0,0,,,,,,,,,,,,,, +4019,Marshall Islands,2012,0,3,8,6,9,2,2,0,5,7,2,5,3,2,8,7,2,2,2,1,1,11,5,4,3,3,2,2,7,4,2,2,1,1,1,8,1,1,0,1,0,0,,,,,,,,,,,,,, +4020,Marshall Islands,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16,6,15,10,12,16,1,14,12,17,8,12,5,2 +4021,Mauritania,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4022,Mauritania,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4023,Mauritania,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4024,Mauritania,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4025,Mauritania,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4026,Mauritania,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4027,Mauritania,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4028,Mauritania,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4029,Mauritania,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4030,Mauritania,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4031,Mauritania,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4032,Mauritania,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4033,Mauritania,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4034,Mauritania,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4035,Mauritania,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4036,Mauritania,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4037,Mauritania,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4038,Mauritania,1997,188,165,321,341,613,232,185,125,131,319,230,484,384,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4039,Mauritania,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4040,Mauritania,1999,15,290,450,262,177,113,92,7,157,97,110,76,43,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4041,Mauritania,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4042,Mauritania,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4043,Mauritania,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4044,Mauritania,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4045,Mauritania,2004,15,204,343,235,154,129,108,14,102,114,114,58,44,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4046,Mauritania,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4047,Mauritania,2006,12,197,294,203,150,106,96,16,109,114,86,49,29,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4048,Mauritania,2007,14,206,355,261,144,139,83,21,103,152,92,64,38,42,4,59,103,75,41,40,24,6,30,44,26,18,11,13,5,72,126,92,51,49,29,7,36,54,32,23,13,14,,,,,,,,,,,,,, +4049,Mauritania,2008,10,199,292,249,172,107,90,16,127,111,97,44,51,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4050,Mauritania,2009,25,217,328,198,150,116,85,24,111,127,76,49,27,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4051,Mauritania,2010,17,192,295,206,137,99,76,14,90,104,82,52,29,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4052,Mauritania,2011,36,165,185,131,106,58,55,28,68,72,47,36,19,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4053,Mauritania,2012,22,204,302,195,139,114,114,25,112,81,88,73,46,28,13,21,31,19,24,31,25,2,7,17,17,7,9,5,11,33,42,47,35,22,32,12,22,22,27,5,15,14,,,,,,,,,,,,,, +4054,Mauritania,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,28,293,426,294,230,170,169,37,170,153,137,105,83,69 +4055,Mauritius,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4056,Mauritius,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4057,Mauritius,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4058,Mauritius,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4059,Mauritius,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4060,Mauritius,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4061,Mauritius,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4062,Mauritius,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4063,Mauritius,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4064,Mauritius,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4065,Mauritius,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4066,Mauritius,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4067,Mauritius,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4068,Mauritius,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4069,Mauritius,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4070,Mauritius,1995,2,17,13,22,27,13,8,2,4,12,10,8,4,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4071,Mauritius,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4072,Mauritius,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4073,Mauritius,1998,1,12,10,21,19,10,19,0,9,5,4,3,3,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4074,Mauritius,1999,0,7,20,15,13,12,12,0,13,7,7,8,2,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4075,Mauritius,2000,2,6,9,18,19,14,8,1,5,8,8,6,7,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4076,Mauritius,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4077,Mauritius,2002,1,12,6,21,12,7,4,1,3,8,7,1,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4078,Mauritius,2003,0,9,12,10,17,11,9,1,6,8,4,4,3,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4079,Mauritius,2004,1,13,13,24,20,4,5,0,6,8,10,4,4,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4080,Mauritius,2005,,10,15,21,20,10,6,,4,5,5,11,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4081,Mauritius,2006,0,4,9,22,10,12,6,1,3,7,3,4,1,3,0,1,2,0,2,0,1,0,1,0,3,1,0,0,1,0,3,0,2,0,0,1,1,2,1,1,1,2,,,,,,,,,,,,,, +4082,Mauritius,2007,0,9,9,12,15,9,6,0,4,7,3,5,4,3,0,2,3,1,1,0,1,0,0,1,2,1,0,0,0,0,0,0,1,0,1,0,0,1,0,0,1,0,,,,,,,,,,,,,, +4083,Mauritius,2008,0,11,15,14,15,7,8,0,2,3,2,5,2,1,0,1,1,3,3,1,1,0,0,1,2,0,1,0,0,0,0,2,0,0,0,0,0,1,1,0,1,0,,,,,,,,,,,,,, +4084,Mauritius,2009,0,5,7,10,19,10,9,0,6,10,7,5,6,4,0,1,1,0,1,0,1,0,2,0,0,1,0,0,1,0,0,1,1,1,0,0,1,0,1,0,0,0,,,,,,,,,,,,,, +4085,Mauritius,2010,0,9,9,13,23,15,7,0,7,9,4,4,3,2,0,0,0,0,2,0,1,0,0,0,1,0,1,0,0,0,1,0,0,1,0,0,1,1,1,1,0,0,,,,,,,,,,,,,, +4086,Mauritius,2011,0,10,13,9,17,10,8,0,7,12,2,3,6,3,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,1,2,2,0,0,,,,,,,,,,,,,, +4087,Mauritius,2012,2,11,14,16,17,11,7,0,11,7,8,2,8,4,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,1,0,0,0,1,0,1,0,0,0,1,1,,,,,,,,,,,,,, +4088,Mauritius,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,10,15,20,27,8,9,0,10,4,8,9,3,6 +4089,Mexico,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4090,Mexico,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4091,Mexico,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4092,Mexico,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4093,Mexico,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4094,Mexico,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4095,Mexico,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4096,Mexico,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4097,Mexico,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4098,Mexico,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4099,Mexico,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4100,Mexico,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4101,Mexico,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4102,Mexico,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4103,Mexico,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4104,Mexico,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4105,Mexico,1996,198,936,1021,940,721,708,469,243,685,681,627,482,472,312,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4106,Mexico,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4107,Mexico,1998,229,1031,1330,1200,1241,813,892,268,856,829,874,742,583,585,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4108,Mexico,1999,143,1013,1141,1093,1022,880,1128,151,773,795,641,665,592,710,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4109,Mexico,2000,214,1079,1387,1162,1235,972,1126,176,663,828,698,832,595,709,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4110,Mexico,2001,130,1448,1639,1683,1606,1229,1566,146,1131,993,845,952,787,948,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4111,Mexico,2002,154,1090,1292,1301,1146,986,1144,149,769,754,716,700,621,733,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4112,Mexico,2003,187,1207,1461,1417,1313,1005,1352,184,850,826,734,813,743,841,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4113,Mexico,2004,86,1053,1276,1181,1201,958,1209,102,760,649,693,695,626,725,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4114,Mexico,2005,100,1095,1376,1314,1238,1042,1288,125,771,733,710,784,637,784,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4115,Mexico,2006,129,986,1320,1333,1275,1012,1215,153,696,774,662,794,722,803,108,196,266,243,232,181,253,108,133,154,146,151,127,170,202,170,318,233,173,117,144,205,243,252,199,184,164,147,,,,,,,,,,,,,, +4116,Mexico,2007,145,981,1286,1286,1266,942,1226,140,645,742,694,748,642,788,136,270,344,346,311,212,316,122,207,209,166,202,166,206,205,237,307,268,177,154,147,185,220,274,233,182,143,137,,,,,,,,,,,,,, +4117,Mexico,2008,124,966,1292,1314,1267,1004,1213,126,752,826,710,774,699,836,54,82,125,113,112,61,104,50,63,65,51,62,52,68,204,245,350,312,244,159,184,224,224,280,242,190,152,165,,,,,,,,,,,,,, +4118,Mexico,2009,103,1030,1262,1401,1360,1024,1252,131,741,712,665,788,608,785,8,81,98,109,107,80,98,10,63,61,57,67,52,67,217,249,368,308,234,169,181,196,239,292,221,180,188,151,,,,,,,,,,,,,, +4119,Mexico,2010,125,1081,1375,1380,1392,1119,1303,112,791,763,730,852,713,836,130,250,331,300,287,238,293,106,159,138,140,123,141,176,225,286,407,339,231,196,188,223,244,306,257,202,173,187,,,,,,,,,,,,,, +4120,Mexico,2011,128,1124,1440,1503,1532,1112,1299,136,776,765,698,889,734,824,124,222,324,290,251,189,220,99,135,140,109,141,101,152,205,267,384,364,244,170,191,194,298,333,271,229,192,187,,,,,,,,,,,,,, +4121,Mexico,2012,133,1153,1480,1522,1484,1153,1284,134,778,743,686,840,824,824,143,248,295,282,253,211,252,121,143,132,141,165,130,165,208,268,468,387,275,204,238,212,299,352,289,250,187,202,,,,,,,,,,,,,, +4122,Mexico,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,429,1797,2230,2409,2289,1736,1940,376,1262,1315,1230,1307,1156,1232 +4123,Micronesia (Federated States of),1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4124,Micronesia (Federated States of),1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4125,Micronesia (Federated States of),1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4126,Micronesia (Federated States of),1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4127,Micronesia (Federated States of),1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4128,Micronesia (Federated States of),1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4129,Micronesia (Federated States of),1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4130,Micronesia (Federated States of),1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4131,Micronesia (Federated States of),1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4132,Micronesia (Federated States of),1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4133,Micronesia (Federated States of),1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4134,Micronesia (Federated States of),1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4135,Micronesia (Federated States of),1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4136,Micronesia (Federated States of),1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4137,Micronesia (Federated States of),1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4138,Micronesia (Federated States of),1995,0,1,0,3,1,0,0,0,0,1,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4139,Micronesia (Federated States of),1996,0,1,0,0,1,2,0,0,1,1,1,3,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4140,Micronesia (Federated States of),1997,0,0,0,0,2,0,0,1,1,1,2,2,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4141,Micronesia (Federated States of),1998,4,5,3,4,1,0,5,2,1,0,1,2,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4142,Micronesia (Federated States of),1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4143,Micronesia (Federated States of),2000,0,2,0,1,0,0,1,4,3,1,1,0,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4144,Micronesia (Federated States of),2001,0,2,0,0,2,1,0,1,0,1,0,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4145,Micronesia (Federated States of),2002,2,0,1,1,1,1,0,3,5,1,1,2,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4146,Micronesia (Federated States of),2003,0,3,2,2,0,2,1,4,4,4,1,1,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4147,Micronesia (Federated States of),2004,0,4,0,2,0,2,1,3,4,4,1,1,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4148,Micronesia (Federated States of),2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4149,Micronesia (Federated States of),2006,14,21,3,6,8,6,1,5,23,5,7,4,6,4,3,8,1,2,1,1,0,0,7,0,1,2,2,1,1,2,1,1,2,1,0,1,1,1,1,0,0,0,,,,,,,,,,,,,, +4150,Micronesia (Federated States of),2007,1,8,5,4,0,1,0,5,11,6,2,2,2,0,5,4,0,1,1,2,0,3,4,3,1,1,0,2,3,0,0,0,0,0,0,1,0,2,0,0,0,0,,,,,,,,,,,,,, +4151,Micronesia (Federated States of),2008,1,9,3,1,3,1,0,1,10,2,5,1,0,0,6,5,5,4,5,3,4,14,5,3,1,2,0,0,4,6,0,0,3,2,0,3,5,3,1,2,0,0,,,,,,,,,,,,,, +4152,Micronesia (Federated States of),2009,5,7,5,5,2,1,2,8,6,9,4,4,1,1,18,8,3,6,3,6,0,8,7,8,3,0,3,2,8,3,0,2,1,1,0,8,3,3,4,0,1,0,,,,,,,,,,,,,, +4153,Micronesia (Federated States of),2010,3,8,1,2,4,4,0,5,8,9,3,4,2,0,16,8,6,3,2,5,4,11,5,4,3,5,3,4,5,3,1,4,2,0,0,4,2,2,1,0,1,0,,,,,,,,,,,,,, +4154,Micronesia (Federated States of),2011,4,8,5,6,2,0,1,5,5,2,3,1,2,1,12,5,7,4,6,5,3,14,2,1,2,3,8,1,5,3,3,4,2,1,0,1,2,3,1,0,0,0,,,,,,,,,,,,,, +4155,Micronesia (Federated States of),2012,3,8,5,4,2,0,1,5,6,2,3,1,3,0,14,6,6,4,6,3,3,15,3,1,3,3,7,2,2,4,3,2,2,1,0,1,2,3,2,0,0,0,,,,,,,,,,,,,, +4156,Micronesia (Federated States of),2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4157,Monaco,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4158,Monaco,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4159,Monaco,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4160,Monaco,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4161,Monaco,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4162,Monaco,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4163,Monaco,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4164,Monaco,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4165,Monaco,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4166,Monaco,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4167,Monaco,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4168,Monaco,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4169,Monaco,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4170,Monaco,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4171,Monaco,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4172,Monaco,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4173,Monaco,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4174,Monaco,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4175,Monaco,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4176,Monaco,1999,0,0,0,0,1,0,0,0,0,0,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4177,Monaco,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4178,Monaco,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4179,Monaco,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4180,Monaco,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4181,Monaco,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4182,Monaco,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4183,Monaco,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4184,Monaco,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4185,Monaco,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4186,Monaco,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4187,Monaco,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,,, +4188,Monaco,2011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4189,Monaco,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4190,Monaco,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4191,Mongolia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4192,Mongolia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4193,Mongolia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4194,Mongolia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4195,Mongolia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4196,Mongolia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4197,Mongolia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4198,Mongolia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4199,Mongolia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4200,Mongolia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4201,Mongolia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4202,Mongolia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4203,Mongolia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4204,Mongolia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4205,Mongolia,1994,1,23,40,25,19,6,1,10,27,24,13,8,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4206,Mongolia,1995,37,99,111,68,19,13,15,30,70,78,33,15,9,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4207,Mongolia,1996,8,103,150,91,42,24,19,17,98,114,45,27,19,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4208,Mongolia,1997,6,173,298,204,72,32,17,12,109,134,71,21,13,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4209,Mongolia,1998,17,213,251,158,65,32,22,32,162,221,115,32,21,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4210,Mongolia,1999,12,213,314,178,63,34,26,25,205,252,113,43,18,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4211,Mongolia,2000,6,181,260,171,68,38,23,32,200,213,113,41,26,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4212,Mongolia,2001,13,236,269,179,86,45,36,25,253,260,125,48,28,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4213,Mongolia,2002,9,242,272,184,94,57,47,16,263,253,133,55,22,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4214,Mongolia,2003,10,206,217,171,93,55,39,19,254,233,148,45,32,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4215,Mongolia,2004,6,287,256,229,112,54,43,18,283,249,162,62,24,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4216,Mongolia,2005,7,271,253,232,147,52,36,15,320,270,145,63,32,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4217,Mongolia,2006,7,317,335,241,157,64,41,16,372,265,180,81,24,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4218,Mongolia,2007,4,280,270,232,158,48,34,23,273,250,139,80,36,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4219,Mongolia,2008,7,289,260,235,151,59,36,18,283,229,127,86,32,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4220,Mongolia,2009,2,280,264,199,157,64,27,20,306,235,140,61,27,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4221,Mongolia,2010,3,285,255,231,154,50,40,12,296,246,112,83,42,28,82,85,50,39,48,25,24,92,103,76,30,26,8,13,111,263,201,117,92,36,22,84,254,204,120,98,34,39,,,,,,,,,,,,,, +4222,Mongolia,2011,2,246,289,205,170,71,41,10,250,192,121,61,40,25,95,79,50,47,44,25,25,81,85,70,29,26,16,12,105,268,206,118,69,28,28,77,221,211,115,87,25,20,,,,,,,,,,,,,, +4223,Mongolia,2012,7,257,268,191,184,63,37,11,250,208,97,82,28,33,63,70,66,56,47,21,18,65,77,60,25,18,16,15,89,250,230,121,86,39,37,76,258,169,106,84,38,28,,,,,,,,,,,,,, +4224,Mongolia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,174,621,576,457,334,166,101,185,579,541,241,181,92,83 +4225,Montenegro,2005,0,3,5,7,15,4,8,0,0,7,3,4,0,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4226,Montenegro,2006,0,0,7,7,12,9,3,,3,4,4,4,3,2,,5,2,10,15,7,9,1,2,2,3,3,4,11,,3,2,1,2,4,0,,1,2,0,0,0,2,,,,,,,,,,,,,, +4227,Montenegro,2007,0,0,6,3,10,1,3,0,3,3,4,3,3,1,2,4,3,6,15,9,15,0,4,6,7,1,3,3,0,2,3,1,2,0,2,0,1,2,2,1,1,1,,,,,,,,,,,,,, +4228,Montenegro,2008,0,2,7,10,5,5,1,0,4,5,5,10,4,7,0,2,4,1,4,3,3,1,3,1,3,3,3,7,0,0,0,3,1,1,4,0,3,1,2,2,3,0,,,,,,,,,,,,,, +4229,Montenegro,2009,0,1,5,6,10,5,9,1,1,5,3,2,2,3,0,3,1,8,5,2,5,1,4,1,2,5,4,2,0,1,1,1,2,0,2,0,0,1,0,3,1,0,,,,,,,,,,,,,, +4230,Montenegro,2010,0,1,1,4,4,7,1,1,3,3,2,3,1,8,1,1,2,2,7,7,9,0,5,2,3,1,3,6,1,1,1,2,3,0,0,0,1,1,1,0,1,2,,,,,,,,,,,,,, +4231,Montenegro,2011,0,1,2,8,11,7,3,1,4,2,4,3,1,1,0,1,6,3,6,1,4,1,6,1,3,5,1,2,0,1,0,0,0,1,0,1,1,1,2,1,1,3,,,,,,,,,,,,,, +4232,Montenegro,2012,0,3,4,5,10,3,4,0,4,5,1,2,1,3,0,0,2,5,3,4,9,0,1,6,1,1,4,0,0,0,0,2,1,2,0,0,0,1,1,2,1,3,,,,,,,,,,,,,, +4233,Montenegro,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,8,8,17,16,11,14,1,6,6,7,6,8,11 +4234,Montserrat,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4235,Montserrat,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4236,Montserrat,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4237,Montserrat,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4238,Montserrat,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4239,Montserrat,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4240,Montserrat,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4241,Montserrat,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4242,Montserrat,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4243,Montserrat,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4244,Montserrat,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4245,Montserrat,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4246,Montserrat,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4247,Montserrat,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4248,Montserrat,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4249,Montserrat,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4250,Montserrat,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4251,Montserrat,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4252,Montserrat,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4253,Montserrat,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4254,Montserrat,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4255,Montserrat,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4256,Montserrat,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4257,Montserrat,2003,0,0,1,0,0,0,1,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4258,Montserrat,2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4259,Montserrat,2005,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4260,Montserrat,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4261,Montserrat,2007,,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4262,Montserrat,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4263,Montserrat,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4264,Montserrat,2010,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4265,Montserrat,2011,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4266,Montserrat,2012,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4267,Montserrat,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4268,Morocco,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4269,Morocco,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4270,Morocco,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4271,Morocco,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4272,Morocco,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4273,Morocco,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4274,Morocco,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4275,Morocco,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4276,Morocco,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4277,Morocco,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4278,Morocco,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4279,Morocco,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4280,Morocco,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4281,Morocco,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4282,Morocco,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4283,Morocco,1995,142,2508,2872,1737,819,573,553,191,1708,1288,703,461,317,299,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4284,Morocco,1996,118,2618,2844,1721,772,602,583,217,1697,1300,677,437,400,292,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4285,Morocco,1997,119,2328,2891,1659,761,591,557,238,1799,1331,745,416,424,275,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4286,Morocco,1998,116,2308,2573,1744,843,560,527,182,1600,1150,679,412,402,330,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4287,Morocco,1999,78,2296,2696,1641,815,559,562,156,1654,1143,691,446,351,332,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4288,Morocco,2000,99,2061,2423,1705,855,485,595,170,1530,1121,672,398,406,352,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4289,Morocco,2001,85,2200,2256,1731,929,561,606,156,1477,1046,596,402,399,360,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4290,Morocco,2002,79,2190,2341,1647,941,525,577,144,1483,1088,713,443,357,386,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4291,Morocco,2003,91,2225,2347,1667,1004,525,550,168,1455,1029,633,431,366,351,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4292,Morocco,2004,68,2081,2397,1676,1114,533,539,149,1196,981,517,373,331,325,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4293,Morocco,2005,79,2222,2515,1583,1057,580,591,167,1330,943,546,403,343,398,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4294,Morocco,2006,73,2104,2373,1498,1036,527,551,155,1273,1025,597,426,335,307,72,273,249,173,162,113,149,85,214,166,126,90,82,101,1125,1694,1263,684,470,294,394,984,1517,1284,796,582,360,317,,,,,,,,,,,,,, +4295,Morocco,2007,74,2098,2370,1545,1165,545,529,123,1177,837,444,354,306,370,50,259,254,185,177,128,159,82,220,166,97,91,69,122,948,1600,1253,625,448,286,456,876,1571,1302,844,575,380,402,,,,,,,,,,,,,, +4296,Morocco,2008,51,1992,2372,1514,1179,633,589,124,1081,803,479,360,290,358,45,289,253,169,171,117,160,58,185,146,104,113,83,109,990,1494,1263,644,464,321,437,921,1446,1388,863,637,379,399,,,,,,,,,,,,,, +4297,Morocco,2009,63,1960,2412,1428,1140,639,510,132,1195,889,450,410,333,346,65,262,242,182,163,138,152,58,199,154,112,103,88,103,992,1626,1330,675,534,371,430,954,1486,1400,840,648,421,424,,,,,,,,,,,,,, +4298,Morocco,2010,51,1982,2553,1611,1273,712,515,117,1098,841,426,386,310,364,41,307,295,202,190,117,176,69,202,162,118,89,89,117,949,1711,1427,684,490,366,432,932,1723,1510,878,775,435,418,,,,,,,,,,,,,, +4299,Morocco,2011,79,1929,2450,1479,1175,682,518,100,1153,794,433,371,324,335,47,325,341,199,180,144,148,64,221,160,118,124,85,116,1004,1662,1413,698,522,400,527,948,1765,1663,980,796,483,470,,,,,,,,,,,,,, +4300,Morocco,2012,54,1840,2426,1423,1183,672,561,77,1162,832,408,306,286,342,45,331,332,225,187,165,151,56,227,176,115,103,88,142,863,1807,1503,704,534,440,491,905,1822,1592,1016,803,563,479,,,,,,,,,,,,,, +4301,Morocco,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,966,4109,4164,2383,1946,1389,1185,1085,3097,2569,1572,1174,1006,921 +4302,Mozambique,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4303,Mozambique,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4304,Mozambique,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4305,Mozambique,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4306,Mozambique,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4307,Mozambique,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4308,Mozambique,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4309,Mozambique,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4310,Mozambique,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4311,Mozambique,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4312,Mozambique,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4313,Mozambique,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4314,Mozambique,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4315,Mozambique,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4316,Mozambique,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4317,Mozambique,1995,187,1136,1475,1338,1022,664,320,226,994,1314,1016,551,234,89,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4318,Mozambique,1996,141,1163,1507,1367,980,639,275,205,1060,1357,938,533,239,74,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4319,Mozambique,1997,163,1194,1608,1439,1076,666,313,187,1147,1381,1002,606,265,78,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4320,Mozambique,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4321,Mozambique,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4322,Mozambique,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4323,Mozambique,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4324,Mozambique,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4325,Mozambique,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4326,Mozambique,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4327,Mozambique,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4328,Mozambique,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4329,Mozambique,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4330,Mozambique,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4331,Mozambique,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4332,Mozambique,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4333,Mozambique,2011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4334,Mozambique,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4335,Mozambique,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4336,Myanmar,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4337,Myanmar,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4338,Myanmar,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4339,Myanmar,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4340,Myanmar,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4341,Myanmar,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4342,Myanmar,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4343,Myanmar,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4344,Myanmar,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4345,Myanmar,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4346,Myanmar,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4347,Myanmar,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4348,Myanmar,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4349,Myanmar,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4350,Myanmar,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4351,Myanmar,1995,42,713,1423,1401,977,677,298,58,535,729,729,450,343,154,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4352,Myanmar,1996,58,767,1511,1535,1110,798,400,55,577,938,817,558,408,184,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4353,Myanmar,1997,56,676,1452,1405,1061,753,441,54,535,883,715,492,308,183,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4354,Myanmar,1998,64,798,1491,1584,1187,763,438,73,650,997,856,577,382,229,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4355,Myanmar,1999,37,936,1800,1805,1366,833,540,58,737,1076,919,647,420,284,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4356,Myanmar,2000,88,1459,2636,2781,2161,1235,836,72,1040,1592,1397,987,592,378,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4357,Myanmar,2001,69,1800,3253,3353,2624,1443,931,98,1306,1918,1568,1186,650,487,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4358,Myanmar,2002,64,2125,3986,4016,3022,1671,1067,109,1563,2044,1758,1348,845,544,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4359,Myanmar,2003,107,2536,4408,4427,3269,1974,1296,154,1781,2442,2003,1491,943,617,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4360,Myanmar,2004,96,2777,5025,4966,4081,2271,1567,120,2020,2622,2228,1800,1122,713,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4361,Myanmar,2005,132,3401,5877,5888,4585,2557,1764,147,2376,3047,2563,2101,1218,885,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4362,Myanmar,2006,113,3572,6328,6536,5143,2988,2033,171,2453,3338,2820,2282,1448,1016,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4363,Myanmar,2007,127,3591,6569,6826,5507,3152,2155,159,2719,3500,2998,2486,1601,1198,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4364,Myanmar,2008,118,3416,6311,6396,5327,3312,2235,180,2526,3474,2850,2357,1644,1102,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4365,Myanmar,2009,127,3259,6371,6633,5319,3435,2248,165,2559,3298,2745,2463,1679,1100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4366,Myanmar,2010,106,3043,6578,6688,5607,3632,2308,196,2452,3454,2752,2525,1838,1139,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4367,Myanmar,2011,120,2923,6182,6319,5680,3954,2500,187,2401,3317,2760,2554,2010,1407,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4368,Myanmar,2012,146,2898,6263,6469,5837,3945,2626,192,2357,3368,2721,2600,2023,1464,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4369,Myanmar,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4370,Namibia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4371,Namibia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4372,Namibia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4373,Namibia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4374,Namibia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4375,Namibia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4376,Namibia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4377,Namibia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4378,Namibia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4379,Namibia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4380,Namibia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4381,Namibia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4382,Namibia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4383,Namibia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4384,Namibia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4385,Namibia,1995,0,68,235,113,55,21,6,5,49,78,50,16,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4386,Namibia,1996,16,205,613,472,230,137,101,17,249,330,245,87,72,51,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4387,Namibia,1997,18,232,791,479,296,161,93,23,249,401,275,104,56,47,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4388,Namibia,1998,21,270,816,541,267,148,111,34,300,536,310,117,62,65,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4389,Namibia,1999,20,247,908,613,260,135,110,25,339,540,336,114,77,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4390,Namibia,2000,18,269,874,665,300,147,81,16,352,654,348,161,76,52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4391,Namibia,2001,20,322,993,732,318,150,116,32,394,729,404,168,91,66,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4392,Namibia,2002,19,301,1033,750,326,146,96,42,357,795,484,182,91,67,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4393,Namibia,2003,31,364,1109,838,419,196,108,47,451,927,571,216,108,102,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4394,Namibia,2004,31,319,1092,866,371,159,131,30,400,819,554,203,106,74,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4395,Namibia,2005,98,355,1027,874,365,146,120,105,399,809,525,213,95,91,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4396,Namibia,2006,86,347,1052,799,386,174,146,74,485,875,521,239,92,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4397,Namibia,2007,57,370,1018,786,346,149,120,69,417,826,513,242,102,76,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4398,Namibia,2008,30,387,1033,757,346,149,132,73,466,702,437,226,110,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4399,Namibia,2009,41,357,936,689,348,166,121,84,384,678,407,214,97,86,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4400,Namibia,2010,36,359,852,680,287,146,126,67,429,685,382,206,122,87,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4401,Namibia,2011,48,337,844,660,361,152,138,78,427,653,410,185,100,110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4402,Namibia,2012,61,358,810,686,292,157,137,81,394,582,396,198,84,97,386,153,477,516,268,162,135,339,200,379,306,183,98,90,180,126,228,261,138,46,55,163,116,219,177,84,25,47,,,,,,,,,,,,,, +4403,Namibia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,603,612,1496,1404,723,392,309,491,688,1137,747,408,220,202 +4404,Nauru,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4405,Nauru,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4406,Nauru,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4407,Nauru,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4408,Nauru,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4409,Nauru,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4410,Nauru,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4411,Nauru,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4412,Nauru,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4413,Nauru,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4414,Nauru,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4415,Nauru,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4416,Nauru,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4417,Nauru,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4418,Nauru,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4419,Nauru,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4420,Nauru,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4421,Nauru,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4422,Nauru,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4423,Nauru,1999,0,0,0,0,1,1,0,0,0,1,3,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4424,Nauru,2000,,,,,1,,,,,,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4425,Nauru,2001,,,,1,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4426,Nauru,2002,,,1,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4427,Nauru,2003,0,0,0,0,1,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4428,Nauru,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4429,Nauru,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4430,Nauru,2006,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,2,0,0,0,0,0,0,1,0,0,0,3,1,0,0,0,0,0,0,0,1,0,1,0,,,,,,,,,,,,,, +4431,Nauru,2007,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4432,Nauru,2008,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4433,Nauru,2009,0,0,0,0,0,0,0,0,1,0,0,0,0,0,,,,,,,,,,,,,,,0,0,0,0,0,1,0,0,0,0,0,1,0,0,,,,,,,,,,,,,, +4434,Nauru,2010,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4435,Nauru,2011,0,0,0,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,,,,,,,,,,,,,, +4436,Nauru,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4437,Nauru,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4438,Nepal,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4439,Nepal,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4440,Nepal,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4441,Nepal,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4442,Nepal,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4443,Nepal,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4444,Nepal,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4445,Nepal,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4446,Nepal,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4447,Nepal,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4448,Nepal,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4449,Nepal,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4450,Nepal,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4451,Nepal,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4452,Nepal,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4453,Nepal,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4454,Nepal,1996,91,1451,1285,1221,1035,738,407,155,853,734,534,288,190,110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4455,Nepal,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4456,Nepal,1998,133,1621,1522,1500,1292,884,480,173,1112,838,621,407,219,170,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4457,Nepal,1999,150,1872,1800,1703,1545,1161,799,185,1239,1133,754,553,316,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4458,Nepal,2000,170,1904,1763,1713,1491,1294,772,176,1267,1078,833,575,419,228,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4459,Nepal,2001,155,1957,1709,1743,1491,1300,775,171,1295,1060,838,573,375,222,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4460,Nepal,2002,129,1980,1707,1686,1579,1465,758,202,1203,1041,796,544,426,198,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4461,Nepal,2003,122,2039,1658,1619,1769,1639,735,189,1283,1107,873,609,486,220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4462,Nepal,2004,121,1991,1749,1652,1710,1739,763,188,1282,1138,849,677,540,215,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4463,Nepal,2005,148,1946,1685,1722,1806,1759,820,195,1208,1111,797,658,532,230,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4464,Nepal,2006,125,1914,1651,1640,1688,1695,808,179,1164,1001,788,613,519,243,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4465,Nepal,2007,150,2025,1591,1636,1720,1715,919,175,1149,1027,793,619,578,258,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4466,Nepal,2008,81,150,1409,1558,1706,1515,792,107,832,820,704,630,523,226,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4467,Nepal,2009,149,1991,1864,1761,1897,1871,1067,181,1223,1022,845,675,579,317,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4468,Nepal,2010,165,2110,1832,1724,1856,1857,1126,192,1177,1036,819,681,642,352,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4469,Nepal,2011,245,1914,1755,1723,1732,1710,1180,247,1182,978,752,624,604,354,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4470,Nepal,2012,250,1906,1756,1644,1708,1773,1203,210,1227,1036,666,638,643,397,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4471,Nepal,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,186,1889,1768,1525,1690,1675,1415,223,1203,1007,737,660,691,430 +4472,Netherlands,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4473,Netherlands,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4474,Netherlands,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4475,Netherlands,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4476,Netherlands,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4477,Netherlands,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4478,Netherlands,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4479,Netherlands,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4480,Netherlands,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4481,Netherlands,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4482,Netherlands,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4483,Netherlands,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4484,Netherlands,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4485,Netherlands,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4486,Netherlands,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4487,Netherlands,1995,22,79,119,75,28,9,10,24,56,50,13,10,8,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4488,Netherlands,1996,8,48,65,46,26,21,34,1,24,40,14,5,6,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4489,Netherlands,1997,3,33,65,47,32,12,31,4,17,31,10,12,4,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4490,Netherlands,1998,2,31,40,41,21,11,26,2,19,25,17,4,6,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4491,Netherlands,1999,5,44,67,32,24,12,19,5,26,39,16,2,1,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4492,Netherlands,2000,0,34,63,41,25,10,21,4,29,22,16,9,5,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4493,Netherlands,2001,1,51,51,33,29,12,24,1,26,32,19,9,5,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4494,Netherlands,2002,1,40,54,39,33,7,20,5,27,32,12,13,4,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4495,Netherlands,2003,2,35,50,38,17,15,15,0,16,30,12,10,3,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4496,Netherlands,2004,6,36,54,37,26,22,31,4,20,33,15,4,4,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4497,Netherlands,2005,0,23,42,23,26,14,19,3,14,19,11,9,1,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4498,Netherlands,2006,0,25,23,31,23,17,19,3,15,17,12,5,3,10,13,40,65,48,25,16,49,19,23,40,28,24,15,36,5,22,39,26,29,15,30,8,19,37,33,23,23,32,,,,,,,,,,,,,, +4499,Netherlands,2007,1,10,22,28,21,15,15,1,12,22,17,6,5,12,12,27,40,37,27,20,49,6,25,31,23,13,12,41,16,31,42,35,26,19,29,12,27,31,19,26,19,34,,,,,,,,,,,,,, +4500,Netherlands,2008,0,16,24,26,19,18,19,2,13,19,14,6,6,7,5,45,34,43,29,25,33,14,31,42,22,13,11,24,19,26,50,37,23,13,23,10,35,55,32,23,13,29,,,,,,,,,,,,,, +4501,Netherlands,2009,1,28,21,25,22,13,14,1,21,24,7,8,4,13,12,53,58,42,31,23,41,7,19,31,14,17,16,27,16,62,52,48,19,19,34,20,29,59,36,30,36,36,,,,,,,,,,,,,, +4502,Netherlands,2010,0,23,29,22,20,11,18,1,9,14,13,6,4,11,10,30,44,37,25,26,35,4,28,50,23,10,15,33,9,35,72,40,30,15,28,10,36,50,47,30,29,25,,,,,,,,,,,,,, +4503,Netherlands,2011,2,22,35,19,24,13,13,2,13,14,7,7,4,3,9,32,41,24,23,26,39,9,31,38,16,22,19,28,17,21,71,38,21,20,24,16,26,55,37,30,23,21,,,,,,,,,,,,,, +4504,Netherlands,2012,1,15,31,14,18,9,15,4,7,18,15,4,6,6,8,27,42,25,19,21,31,8,17,31,20,20,13,18,12,24,59,45,27,20,40,16,31,61,26,28,20,35,,,,,,,,,,,,,, +4505,Netherlands,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18,71,129,82,76,46,76,14,47,90,46,48,34,54 +4506,Netherlands Antilles,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4507,Netherlands Antilles,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4508,Netherlands Antilles,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4509,Netherlands Antilles,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4510,Netherlands Antilles,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4511,Netherlands Antilles,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4512,Netherlands Antilles,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4513,Netherlands Antilles,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4514,Netherlands Antilles,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4515,Netherlands Antilles,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4516,Netherlands Antilles,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4517,Netherlands Antilles,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4518,Netherlands Antilles,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4519,Netherlands Antilles,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4520,Netherlands Antilles,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4521,Netherlands Antilles,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4522,Netherlands Antilles,1996,0,0,0,0,1,1,1,0,0,0,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4523,Netherlands Antilles,1997,0,0,1,1,0,1,3,0,0,2,2,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4524,Netherlands Antilles,1998,0,0,0,0,0,1,2,0,1,0,2,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4525,Netherlands Antilles,1999,0,0,1,0,1,0,0,0,1,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4526,Netherlands Antilles,2000,0,0,1,2,0,0,0,0,0,1,0,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4527,Netherlands Antilles,2001,0,0,1,5,0,0,0,0,0,1,0,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4528,Netherlands Antilles,2002,0,1,1,3,2,3,1,0,1,0,0,1,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4529,Netherlands Antilles,2003,0,0,2,1,0,0,3,0,0,1,1,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4530,Netherlands Antilles,2004,1,1,0,4,3,0,1,0,0,,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4531,Netherlands Antilles,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4532,Netherlands Antilles,2006,0,0,0,2,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4533,Netherlands Antilles,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4534,Netherlands Antilles,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4535,Netherlands Antilles,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4536,New Caledonia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4537,New Caledonia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4538,New Caledonia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4539,New Caledonia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4540,New Caledonia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4541,New Caledonia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4542,New Caledonia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4543,New Caledonia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4544,New Caledonia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4545,New Caledonia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4546,New Caledonia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4547,New Caledonia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4548,New Caledonia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4549,New Caledonia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4550,New Caledonia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4551,New Caledonia,1995,3,2,3,4,2,2,3,2,1,1,3,3,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4552,New Caledonia,1996,1,3,1,3,5,8,3,0,2,2,1,2,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4553,New Caledonia,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4554,New Caledonia,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4555,New Caledonia,1999,0,0,6,1,2,1,7,0,0,4,1,0,2,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4556,New Caledonia,2000,1,1,3,4,2,3,4,1,8,1,1,3,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4557,New Caledonia,2001,0,1,8,1,5,6,6,1,1,2,1,0,0,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4558,New Caledonia,2002,0,2,2,1,1,1,3,0,4,2,2,3,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4559,New Caledonia,2003,0,1,1,1,1,1,3,0,0,2,2,0,0,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4560,New Caledonia,2004,0,2,1,3,2,1,2,0,2,1,0,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4561,New Caledonia,2005,0,2,1,0,0,3,0,0,1,2,1,2,0,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4562,New Caledonia,2006,0,0,3,1,1,,1,0,1,0,0,0,0,2,1,1,1,1,2,2,5,0,0,0,2,1,2,4,0,1,0,0,2,0,0,0,1,0,0,3,1,2,,,,,,,,,,,,,, +4563,New Caledonia,2007,0,1,1,2,1,3,2,0,0,0,1,0,0,1,1,1,1,1,0,4,3,0,1,0,0,0,1,2,0,2,1,0,1,3,3,0,0,0,0,3,2,1,,,,,,,,,,,,,, +4564,New Caledonia,2008,0,1,1,0,2,1,2,0,0,1,0,0,0,1,0,0,1,0,4,3,4,1,0,0,1,1,0,4,0,0,0,1,0,3,1,0,0,0,0,1,1,2,,,,,,,,,,,,,, +4565,New Caledonia,2009,0,0,0,0,1,0,5,0,1,1,3,0,2,2,3,2,0,3,0,4,4,1,1,0,2,1,3,2,2,0,0,1,1,0,1,0,0,0,1,2,2,3,,,,,,,,,,,,,, +4566,New Caledonia,2010,0,1,2,3,1,4,3,0,1,0,1,0,1,3,0,1,1,3,0,1,2,1,0,1,0,1,0,5,1,0,0,0,2,2,2,0,0,0,1,0,1,4,,,,,,,,,,,,,, +4567,New Caledonia,2011,0,0,0,3,1,2,3,0,0,1,1,0,1,1,5,0,0,2,1,1,3,2,1,2,1,0,0,0,0,2,2,2,2,3,4,0,0,0,1,1,0,2,,,,,,,,,,,,,, +4568,New Caledonia,2012,,,2,,3,2,1,,,,,1,1,1,,1,,1,1,2,1,,,,1,,,3,,,,,,,2,,,,,1,3,,,,,,,,,,,,,,, +4569,New Caledonia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4570,New Zealand,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4571,New Zealand,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4572,New Zealand,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4573,New Zealand,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4574,New Zealand,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4575,New Zealand,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4576,New Zealand,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4577,New Zealand,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4578,New Zealand,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4579,New Zealand,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4580,New Zealand,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4581,New Zealand,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4582,New Zealand,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4583,New Zealand,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4584,New Zealand,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4585,New Zealand,1995,0,4,3,3,5,7,7,1,2,3,4,2,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4586,New Zealand,1996,2,4,3,9,10,3,12,2,6,9,3,6,3,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4587,New Zealand,1997,0,3,6,3,4,4,7,0,4,6,5,2,5,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4588,New Zealand,1998,1,8,10,8,7,7,4,0,11,6,8,2,4,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4589,New Zealand,1999,1,10,8,4,3,8,15,1,6,7,2,3,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4590,New Zealand,2000,0,6,5,6,8,10,7,1,6,6,5,0,4,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4591,New Zealand,2001,1,7,2,7,4,2,12,3,9,14,3,1,3,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4592,New Zealand,2002,0,10,14,5,6,4,10,1,15,8,4,3,5,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4593,New Zealand,2003,5,9,10,6,6,8,9,7,18,8,1,10,4,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4594,New Zealand,2004,3,10,13,10,6,5,16,0,10,15,4,4,1,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4595,New Zealand,2005,4,6,10,6,6,5,10,1,11,9,6,6,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4596,New Zealand,2006,5,14,5,8,4,3,7,1,12,12,12,3,6,4,13,13,6,6,6,8,12,7,7,9,5,5,0,3,2,10,7,6,5,3,5,1,6,20,11,8,7,13,,,,,,,,,,,,,, +4597,New Zealand,2007,0,11,1,7,4,4,8,1,14,7,8,6,6,4,10,6,10,5,5,7,10,9,9,10,9,6,2,10,0,5,8,5,3,6,5,2,5,10,7,6,7,6,,,,,,,,,,,,,, +4598,New Zealand,2008,0,9,4,9,5,10,18,1,8,13,9,3,3,9,8,7,8,4,6,10,8,7,11,8,3,4,1,6,0,4,9,11,6,6,9,0,4,15,9,4,7,8,,,,,,,,,,,,,, +4599,New Zealand,2009,1,8,11,10,5,7,10,0,6,10,5,5,7,5,5,3,10,9,4,5,9,8,9,7,9,4,4,4,3,4,7,8,12,7,5,2,4,16,13,7,4,10,,,,,,,,,,,,,, +4600,New Zealand,2010,0,6,13,4,6,5,11,2,12,7,6,5,3,6,3,5,3,9,3,2,5,3,5,7,4,3,7,9,4,8,19,10,12,7,7,1,8,23,12,9,6,8,,,,,,,,,,,,,, +4601,New Zealand,2011,1,12,5,5,7,7,11,4,8,8,4,5,3,8,3,11,8,5,3,5,8,7,5,7,6,1,7,5,2,10,16,12,3,5,6,3,13,13,13,9,10,6,,,,,,,,,,,,,, +4602,New Zealand,2012,0,7,9,2,4,6,14,3,4,8,2,3,1,5,5,6,7,7,7,6,15,3,11,10,3,3,4,11,1,7,14,19,2,5,3,1,11,23,9,6,3,8,,,,,,,,,,,,,, +4603,New Zealand,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6,16,40,23,18,13,29,4,19,32,17,17,14,24 +4604,Nicaragua,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4605,Nicaragua,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4606,Nicaragua,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4607,Nicaragua,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4608,Nicaragua,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4609,Nicaragua,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4610,Nicaragua,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4611,Nicaragua,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4612,Nicaragua,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4613,Nicaragua,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4614,Nicaragua,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4615,Nicaragua,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4616,Nicaragua,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4617,Nicaragua,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4618,Nicaragua,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4619,Nicaragua,1995,23,178,172,175,126,96,92,24,176,215,98,83,64,46,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4620,Nicaragua,1996,27,231,200,191,120,94,94,33,200,199,137,77,63,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4621,Nicaragua,1997,18,211,210,163,115,90,83,37,212,223,117,77,61,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4622,Nicaragua,1998,24,221,193,155,106,94,110,34,202,215,114,64,61,55,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4623,Nicaragua,1999,26,217,212,167,125,75,85,27,194,168,108,73,42,45,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4624,Nicaragua,2000,18,194,174,147,108,64,90,34,188,173,98,76,46,61,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4625,Nicaragua,2001,24,213,203,139,93,75,95,32,188,173,92,67,52,64,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4626,Nicaragua,2002,22,168,180,140,101,73,74,26,149,135,91,72,45,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4627,Nicaragua,2003,14,179,210,135,103,68,65,42,174,150,91,71,54,48,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4628,Nicaragua,2004,24,161,179,105,104,87,72,23,159,154,90,75,44,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4629,Nicaragua,2005,17,163,159,116,106,61,79,23,135,122,103,61,54,47,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4630,Nicaragua,2006,15,162,151,129,98,90,72,25,168,144,90,65,38,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4631,Nicaragua,2007,16,172,194,144,130,77,91,27,158,168,100,76,45,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,30,40,30,10,10,5,0,20,52,20,5,10,5,,,,,,,,,,,,,, +4632,Nicaragua,2008,20,174,190,130,108,90,67,38,165,164,93,54,54,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,30,20,10,20,10,20,0,10,10,10,10,10,15,,,,,,,,,,,,,, +4633,Nicaragua,2009,,,,,,,,,,,,,,,33,166,168,121,98,79,77,35,122,139,80,60,52,47,33,166,168,121,98,79,77,35,122,139,80,60,52,47,,,,,,,,,,,,,, +4634,Nicaragua,2010,22,157,189,141,115,82,108,27,154,149,92,75,50,79,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4635,Nicaragua,2011,10,273,235,156,108,61,94,4,61,145,161,108,64,72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4636,Nicaragua,2012,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4637,Nicaragua,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,28,206,171,143,116,52,38,31,203,161,146,121,85,39 +4638,Niger,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4639,Niger,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4640,Niger,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4641,Niger,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4642,Niger,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4643,Niger,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4644,Niger,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4645,Niger,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4646,Niger,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4647,Niger,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4648,Niger,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4649,Niger,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4650,Niger,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4651,Niger,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4652,Niger,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4653,Niger,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4654,Niger,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4655,Niger,1997,4,148,395,215,92,58,25,7,70,112,67,58,14,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4656,Niger,1998,4,218,511,399,234,159,61,14,92,160,126,86,46,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4657,Niger,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4658,Niger,2000,29,270,174,441,252,151,78,31,123,206,168,151,63,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4659,Niger,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4660,Niger,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4661,Niger,2003,41,485,1051,779,512,299,169,30,201,356,279,177,83,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4662,Niger,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4663,Niger,2005,35,557,1204,819,497,350,198,34,214,388,330,223,131,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4664,Niger,2006,25,537,1265,909,487,359,217,37,270,427,306,207,149,84,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4665,Niger,2007,40,571,1380,958,577,405,249,57,287,412,323,248,157,109,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4666,Niger,2008,35,659,1453,852,562,429,333,57,259,414,307,237,146,110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4667,Niger,2009,52,602,1552,1019,654,478,328,36,248,464,339,239,209,127,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4668,Niger,2010,44,669,1587,988,615,415,342,39,272,418,347,238,174,135,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4669,Niger,2011,50,709,1673,1025,646,436,347,50,285,449,323,278,189,147,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4670,Niger,2012,40,702,1752,1133,747,444,360,48,260,485,302,237,214,124,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4671,Niger,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,57,749,1834,1151,677,515,405,47,287,487,353,253,216,151 +4672,Nigeria,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4673,Nigeria,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4674,Nigeria,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4675,Nigeria,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4676,Nigeria,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4677,Nigeria,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4678,Nigeria,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4679,Nigeria,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4680,Nigeria,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4681,Nigeria,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4682,Nigeria,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4683,Nigeria,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4684,Nigeria,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4685,Nigeria,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4686,Nigeria,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4687,Nigeria,1995,450,845,921,937,557,611,515,404,842,795,770,724,654,451,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4688,Nigeria,1996,234,2097,2557,1791,853,486,309,411,1954,2175,1253,871,458,215,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4689,Nigeria,1997,116,1518,2095,1177,734,436,338,156,1556,1517,753,458,261,120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4690,Nigeria,1998,125,1798,2543,1282,889,451,369,169,1856,1808,881,560,298,132,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4691,Nigeria,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4692,Nigeria,2000,157,2173,3164,1836,1091,566,463,239,2934,2434,1110,676,344,231,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4693,Nigeria,2001,164,2196,3281,2076,1283,654,488,272,2619,2510,1201,715,387,251,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4694,Nigeria,2002,163,2274,3719,2283,1352,696,534,242,2633,2884,1368,787,420,241,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4695,Nigeria,2003,267,3263,5388,3590,2106,1139,719,356,3394,3956,1973,1159,536,327,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4696,Nigeria,2004,408,3679,6252,4262,2614,1310,1267,469,3768,4463,2220,1495,981,567,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4697,Nigeria,2005,325,3824,6758,4544,2863,1464,950,482,3996,4884,2448,1350,745,415,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4698,Nigeria,2006,247,4488,8145,5517,3330,1431,897,385,4029,5430,2516,1894,1049,545,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4699,Nigeria,2007,503,4251,8541,5776,3767,1853,1341,685,4522,5944,3088,1926,1194,625,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4700,Nigeria,2008,579,4518,8910,6210,3821,1987,1267,745,4431,6391,3351,2057,1099,660,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4701,Nigeria,2009,711,4342,8649,5975,3766,2057,1269,804,4199,6100,3473,1872,1023,623,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4702,Nigeria,2010,521,4457,9186,6218,3804,1974,1363,595,4182,6117,3431,1846,1040,682,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4703,Nigeria,2011,529,4549,9520,6550,4230,2248,1443,578,4198,6168,3574,2014,1112,724,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4704,Nigeria,2012,538,5026,10382,7684,4589,2449,1686,649,4652,6762,4084,2243,1290,867,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4705,Nigeria,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3008,7843,16463,13958,8853,5140,4256,2768,7278,11994,8295,5172,2939,2434 +4706,Niue,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4707,Niue,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4708,Niue,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4709,Niue,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4710,Niue,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4711,Niue,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4712,Niue,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4713,Niue,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4714,Niue,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4715,Niue,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4716,Niue,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4717,Niue,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4718,Niue,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4719,Niue,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4720,Niue,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4721,Niue,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4722,Niue,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4723,Niue,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4724,Niue,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4725,Niue,1999,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4726,Niue,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4727,Niue,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4728,Niue,2002,,,,,,,,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4729,Niue,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4730,Niue,2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4731,Niue,2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4732,Niue,2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4733,Niue,2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4734,Niue,2008,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4735,Niue,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4736,Niue,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4737,Niue,2011,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4738,Niue,2012,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4739,Niue,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4740,Northern Mariana Islands,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4741,Northern Mariana Islands,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4742,Northern Mariana Islands,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4743,Northern Mariana Islands,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4744,Northern Mariana Islands,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4745,Northern Mariana Islands,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4746,Northern Mariana Islands,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4747,Northern Mariana Islands,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4748,Northern Mariana Islands,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4749,Northern Mariana Islands,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4750,Northern Mariana Islands,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4751,Northern Mariana Islands,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4752,Northern Mariana Islands,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4753,Northern Mariana Islands,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4754,Northern Mariana Islands,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4755,Northern Mariana Islands,1995,1,1,3,5,10,3,3,0,0,2,6,4,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4756,Northern Mariana Islands,1996,0,2,8,5,3,1,1,1,1,1,0,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4757,Northern Mariana Islands,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4758,Northern Mariana Islands,1998,0,0,6,3,5,2,2,0,3,4,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4759,Northern Mariana Islands,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4760,Northern Mariana Islands,2000,1,4,8,9,9,3,2,0,10,17,7,3,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4761,Northern Mariana Islands,2001,0,1,3,0,4,2,0,0,5,4,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4762,Northern Mariana Islands,2002,1,2,3,7,10,5,2,0,9,10,3,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4763,Northern Mariana Islands,2003,0,2,2,2,1,0,2,1,3,0,2,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4764,Northern Mariana Islands,2004,0,0,2,2,4,1,0,0,1,2,1,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4765,Northern Mariana Islands,2005,0,0,1,3,4,1,2,0,0,0,1,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4766,Northern Mariana Islands,2006,0,0,2,3,1,0,0,0,2,2,3,1,0,1,1,0,1,7,5,2,1,0,6,4,1,1,3,0,0,0,0,0,1,0,1,0,0,0,2,0,0,0,,,,,,,,,,,,,, +4767,Northern Mariana Islands,2007,0,0,0,3,4,0,2,0,0,2,1,1,1,2,1,1,3,8,0,4,0,0,1,3,4,2,1,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,,,,,,,,,,,,,, +4768,Northern Mariana Islands,2008,0,1,0,1,5,0,3,0,0,0,2,0,1,0,0,0,0,5,2,1,0,0,1,1,0,1,1,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,,,,,,,,,,,,,, +4769,Northern Mariana Islands,2009,0,0,1,4,4,3,1,0,1,0,0,1,1,0,0,0,1,1,2,5,0,0,2,1,1,3,0,0,0,0,0,1,1,0,0,0,0,0,0,4,0,0,,,,,,,,,,,,,, +4770,Northern Mariana Islands,2010,0,2,0,0,3,3,0,0,2,0,1,3,2,1,0,1,1,1,2,2,2,0,0,2,1,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4771,Northern Mariana Islands,2011,0,0,0,0,1,5,3,0,0,1,0,2,3,0,0,0,0,2,3,6,0,0,1,0,1,2,1,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,,,,,,,,,,,,,, +4772,Northern Mariana Islands,2012,0,0,0,3,1,1,0,0,0,3,1,0,0,0,0,1,1,6,3,2,2,0,0,4,3,1,0,1,0,0,0,0,1,2,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4773,Northern Mariana Islands,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,2,2,1,3,5,2,0,1,4,2,6,4,1 +4774,Norway,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4775,Norway,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4776,Norway,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4777,Norway,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4778,Norway,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4779,Norway,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4780,Norway,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4781,Norway,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4782,Norway,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4783,Norway,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4784,Norway,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4785,Norway,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4786,Norway,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4787,Norway,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4788,Norway,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4789,Norway,1995,0,4,8,6,3,5,12,0,4,7,2,0,3,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4790,Norway,1996,3,8,7,14,6,2,24,1,4,10,5,2,0,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4791,Norway,1997,3,6,10,7,6,2,27,0,3,4,8,4,2,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4792,Norway,1998,0,1,4,3,1,2,17,0,8,2,3,1,2,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4793,Norway,1999,0,2,5,3,2,1,1,0,3,2,2,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4794,Norway,2000,0,1,9,3,6,2,4,1,3,1,,,2,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4795,Norway,2001,0,6,8,8,4,1,8,1,6,9,1,1,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4796,Norway,2002,0,4,4,4,2,0,4,0,3,5,1,2,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4797,Norway,2003,0,3,3,4,4,2,2,0,4,9,4,2,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4798,Norway,2004,1,5,6,6,1,1,2,0,3,8,4,2,1,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4799,Norway,2005,0,9,4,6,4,4,3,0,4,7,2,1,0,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4800,Norway,2006,0,5,10,5,3,3,1,1,5,5,2,2,1,3,6,11,10,9,7,6,14,8,12,24,8,4,5,7,2,12,13,9,4,4,2,5,13,12,14,5,0,4,,,,,,,,,,,,,, +4801,Norway,2007,,4,12,2,3,1,2,1,4,2,5,1,,1,5,14,17,16,3,3,8,4,13,20,5,5,2,13,2,12,11,14,6,0,8,7,11,19,10,4,2,10,,,,,,,,,,,,,, +4802,Norway,2008,1,10,8,7,2,4,3,0,1,6,4,0,1,6,1,14,13,3,4,2,8,6,10,12,12,3,1,2,7,5,22,5,4,3,6,5,5,23,8,3,2,10,,,,,,,,,,,,,, +4803,Norway,2009,0,6,14,5,1,2,0,1,2,5,4,1,1,3,6,24,25,9,5,4,6,4,10,20,8,1,3,4,1,11,21,12,1,3,2,1,16,13,12,4,1,3,,,,,,,,,,,,,, +4804,Norway,2010,0,9,9,7,1,4,2,0,5,7,3,2,0,1,4,15,20,10,3,2,7,1,8,19,10,2,6,3,2,11,27,10,4,4,1,5,8,22,12,5,4,1,,,,,,,,,,,,,, +4805,Norway,2011,0,3,7,3,3,1,1,0,14,7,0,1,0,1,5,23,20,10,7,4,10,4,12,25,4,3,1,4,1,21,26,7,8,2,3,6,14,26,11,5,4,3,,,,,,,,,,,,,, +4806,Norway,2012,1,8,15,5,8,5,2,0,2,8,1,4,1,1,5,25,15,10,8,5,7,5,12,22,11,4,4,7,3,10,23,11,3,1,3,4,14,25,17,6,3,5,,,,,,,,,,,,,, +4807,Norway,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7,54,57,30,13,14,11,10,46,60,26,10,8,16 +4808,Oman,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4809,Oman,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4810,Oman,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4811,Oman,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4812,Oman,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4813,Oman,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4814,Oman,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4815,Oman,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4816,Oman,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4817,Oman,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4818,Oman,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4819,Oman,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4820,Oman,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4821,Oman,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4822,Oman,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4823,Oman,1995,1,7,12,7,7,10,11,2,18,13,5,5,6,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4824,Oman,1996,0,15,14,8,11,8,11,3,18,4,3,5,1,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4825,Oman,1997,0,18,16,14,10,11,10,2,14,7,4,5,4,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4826,Oman,1998,0,18,9,8,14,9,12,3,14,6,6,5,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4827,Oman,1999,2,10,11,23,15,7,10,3,16,4,6,1,4,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4828,Oman,2000,1,8,9,11,12,9,11,2,17,5,7,5,11,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4829,Oman,2001,1,10,8,12,6,8,8,4,17,8,5,9,5,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4830,Oman,2002,7,22,18,20,16,26,20,16,41,15,12,13,7,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4831,Oman,2003,5,28,32,31,29,13,15,10,26,18,12,13,11,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4832,Oman,2004,1,15,12,23,30,12,14,0,0,9,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4833,Oman,2005,1,21,11,24,15,19,5,2,13,5,3,4,5,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4834,Oman,2006,6,18,19,18,18,12,2,2,21,22,7,13,12,14,10,17,23,14,8,6,9,11,19,7,3,8,8,7,7,11,16,9,4,4,5,6,17,8,4,8,5,4,,,,,,,,,,,,,, +4835,Oman,2007,0,16,25,25,20,13,8,3,22,13,11,10,7,14,6,3,4,1,1,2,5,1,4,2,0,2,1,1,3,9,8,10,6,2,4,7,17,8,8,5,10,5,,,,,,,,,,,,,, +4836,Oman,2008,0,18,28,28,28,14,10,1,20,10,4,4,5,1,4,5,7,9,1,3,4,0,6,2,2,3,0,2,2,14,17,10,5,6,1,6,26,13,7,8,12,2,,,,,,,,,,,,,, +4837,Oman,2009,0,28,35,23,13,10,11,2,11,14,4,6,1,6,2,6,6,4,2,6,4,0,2,0,0,0,2,2,4,11,14,11,3,8,7,7,12,26,6,11,3,4,,,,,,,,,,,,,, +4838,Oman,2010,2,12,27,15,16,8,10,3,18,22,6,4,4,5,2,1,5,2,2,3,5,2,3,1,0,1,0,1,1,8,16,7,8,8,6,4,18,21,9,8,4,6,,,,,,,,,,,,,, +4839,Oman,2011,1,17,25,12,23,10,11,5,20,21,9,13,7,6,0,3,7,3,1,1,4,0,3,4,2,0,1,3,5,11,16,9,4,6,4,7,17,15,9,12,6,1,,,,,,,,,,,,,, +4840,Oman,2012,0,18,33,23,12,8,19,0,20,37,10,10,9,6,3,6,5,3,2,2,1,2,3,5,2,2,1,2,4,12,18,11,14,5,9,5,9,18,7,7,6,6,,,,,,,,,,,,,, +4841,Oman,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6,32,49,44,19,20,21,10,41,42,14,11,12,9 +4842,Pakistan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4843,Pakistan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4844,Pakistan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4845,Pakistan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4846,Pakistan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4847,Pakistan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4848,Pakistan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4849,Pakistan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4850,Pakistan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4851,Pakistan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4852,Pakistan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4853,Pakistan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4854,Pakistan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4855,Pakistan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4856,Pakistan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4857,Pakistan,1995,29,274,230,178,140,124,95,85,375,381,267,178,143,79,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4858,Pakistan,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4859,Pakistan,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4860,Pakistan,1998,59,633,449,328,335,194,137,159,735,507,260,209,90,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4861,Pakistan,1999,49,229,178,65,211,162,113,33,259,373,97,146,243,114,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4862,Pakistan,2000,55,498,387,256,232,153,130,130,591,416,274,163,103,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4863,Pakistan,2001,139,1191,891,673,664,496,306,241,1007,915,650,421,252,142,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4864,Pakistan,2002,225,1964,1734,1270,1113,864,554,512,2401,1917,1283,809,539,303,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4865,Pakistan,2003,284,2605,2346,1851,1652,1288,870,622,3007,2471,1669,1280,845,503,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4866,Pakistan,2004,363,3812,3309,2676,2329,2057,1581,950,4281,3656,2452,1794,1350,837,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4867,Pakistan,2005,621,5278,4759,4263,3834,3332,2453,1447,6463,5611,3987,2866,2060,1338,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4868,Pakistan,2006,820,7290,6896,5594,5427,4392,3439,1941,8410,7030,5404,3913,2802,1950,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4869,Pakistan,2007,1017,9598,8790,7717,7237,6258,5156,2443,11522,9162,7352,5496,4065,2934,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4870,Pakistan,2008,1213,10521,9889,8428,8284,6890,5959,2696,12838,10489,8146,6387,4750,3547,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4871,Pakistan,2009,1052,11090,10035,8472,8366,7053,5981,2595,13734,10512,8174,6332,4786,3492,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4872,Pakistan,2010,1548,11860,10462,8320,7969,6934,6066,3212,14481,10513,7749,6410,4879,4338,5631,0,0,0,0,0,0,6562,0,0,0,0,0,0,3293,0,0,0,0,0,0,4228,0,0,0,0,0,0,,,,,,,,,,,,,, +4873,Pakistan,2011,1216,12143,10515,8435,8608,7320,6323,2679,14652,10684,7880,6590,4977,3711,7094,,,,,,,7048,,,,,,,3346,,,,,,,4350,,,,,,,,,,,,,,,,,,,, +4874,Pakistan,2012,1317,12605,10838,8848,9026,7753,6492,2630,15445,10902,8263,6876,5494,4056,6391,,,,,,,7493,,,,,,,3673,,,,,,,4655,,,,,,,,,,,,,,,,,,,, +4875,Pakistan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12467,,,,,,,15646,,,,,, +4876,Palau,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4877,Palau,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4878,Palau,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4879,Palau,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4880,Palau,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4881,Palau,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4882,Palau,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4883,Palau,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4884,Palau,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4885,Palau,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4886,Palau,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4887,Palau,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4888,Palau,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4889,Palau,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4890,Palau,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4891,Palau,1995,0,2,3,0,2,1,0,0,0,0,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4892,Palau,1996,0,1,0,0,0,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4893,Palau,1997,0,0,1,2,0,2,0,0,0,0,2,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4894,Palau,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4895,Palau,1999,0,2,2,5,1,2,1,0,1,3,1,0,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4896,Palau,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4897,Palau,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4898,Palau,2002,1,0,1,1,2,2,1,0,0,3,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4899,Palau,2003,0,0,1,1,1,1,0,1,0,0,1,0,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4900,Palau,2004,,,,,1,2,,,,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4901,Palau,2005,,,2,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4902,Palau,2006,1,0,1,2,1,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,2,0,1,0,0,,,,,,,,,,,,,, +4903,Palau,2007,0,0,1,0,2,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,2,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4904,Palau,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4905,Palau,2009,0,0,0,0,1,1,1,0,0,0,0,1,0,2,0,0,0,0,1,1,1,0,0,0,0,1,0,2,0,0,0,1,0,2,1,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4906,Palau,2010,0,1,2,1,1,1,1,1,0,1,1,0,0,0,0,1,2,1,1,1,1,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4907,Palau,2011,0,0,0,1,0,2,0,0,0,1,0,0,0,0,0,0,0,0,1,1,0,0,0,1,0,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,,,,,,,,,,,,,, +4908,Palau,2012,0,0,0,0,0,0,0,0,0,0,1,1,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4909,Palau,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,2,1,0,2,0,0,0,0,0,0,1,2 +4910,Panama,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4911,Panama,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4912,Panama,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4913,Panama,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4914,Panama,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4915,Panama,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4916,Panama,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4917,Panama,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4918,Panama,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4919,Panama,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4920,Panama,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4921,Panama,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4922,Panama,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4923,Panama,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4924,Panama,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4925,Panama,1995,86,155,193,112,126,42,83,72,120,111,75,57,16,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4926,Panama,1996,52,68,132,87,65,44,45,58,62,76,59,36,35,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4927,Panama,1997,41,79,173,117,75,70,39,23,45,86,46,23,26,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4928,Panama,1998,2,14,14,10,4,3,5,1,9,13,7,3,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4929,Panama,1999,38,107,209,134,106,81,72,53,83,100,62,52,43,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4930,Panama,2000,3,44,78,61,37,27,26,6,43,34,35,19,12,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4931,Panama,2001,7,58,109,89,73,50,39,9,45,70,46,27,12,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4932,Panama,2002,7,89,108,101,76,68,68,7,50,54,59,29,18,34,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4933,Panama,2003,10,91,122,81,74,61,67,14,51,77,50,30,24,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4934,Panama,2004,16,89,123,118,91,65,50,9,98,66,59,33,34,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4935,Panama,2005,5,76,129,129,84,57,49,11,73,81,62,33,30,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4936,Panama,2006,7,100,134,107,88,48,57,14,64,83,52,45,26,33,75,59,96,96,57,41,34,75,47,38,37,22,18,23,16,20,50,35,21,11,12,12,19,17,15,10,5,11,,,,,,,,,,,,,, +4937,Panama,2007,7,106,139,116,81,50,61,7,56,74,59,33,21,23,49,39,51,57,48,30,25,46,22,27,31,14,20,11,11,24,40,33,13,13,18,11,11,20,18,4,8,14,,,,,,,,,,,,,, +4938,Panama,2008,9,102,123,99,114,63,65,10,59,76,58,48,30,27,42,35,45,48,39,26,33,36,15,26,14,11,18,7,18,19,37,40,23,9,20,15,18,17,16,7,7,16,,,,,,,,,,,,,, +4939,Panama,2009,10,58,101,110,69,57,63,6,59,68,68,43,24,32,56,31,52,49,34,21,25,55,18,28,26,10,12,19,14,34,43,33,16,24,24,19,19,21,15,11,6,8,,,,,,,,,,,,,, +4940,Panama,2010,6,70,123,81,65,61,51,6,55,55,46,43,24,31,65,43,48,41,32,32,37,50,17,21,15,24,6,14,22,29,51,54,18,19,15,25,15,18,14,8,6,8,,,,,,,,,,,,,, +4941,Panama,2011,10,100,108,94,105,62,48,10,57,65,63,46,43,50,48,28,54,62,33,28,27,46,20,25,22,9,8,30,13,18,33,39,19,19,13,13,19,14,5,9,7,13,,,,,,,,,,,,,, +4942,Panama,2012,19,88,103,104,67,51,61,9,62,57,45,46,22,44,72,39,57,32,35,28,23,35,20,23,27,16,13,14,21,35,50,29,17,14,15,8,11,13,12,7,6,10,,,,,,,,,,,,,, +4943,Panama,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,54,142,217,161,150,74,114,59,89,103,80,64,47,70 +4944,Papua New Guinea,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4945,Papua New Guinea,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4946,Papua New Guinea,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4947,Papua New Guinea,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4948,Papua New Guinea,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4949,Papua New Guinea,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4950,Papua New Guinea,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4951,Papua New Guinea,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4952,Papua New Guinea,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4953,Papua New Guinea,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4954,Papua New Guinea,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4955,Papua New Guinea,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4956,Papua New Guinea,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4957,Papua New Guinea,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4958,Papua New Guinea,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4959,Papua New Guinea,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4960,Papua New Guinea,1996,11,31,25,18,4,3,2,11,41,30,11,10,6,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4961,Papua New Guinea,1997,2,9,8,5,2,2,0,1,11,5,3,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4962,Papua New Guinea,1998,9,69,57,30,25,14,4,11,94,51,27,21,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4963,Papua New Guinea,1999,1,33,25,9,8,3,0,0,32,20,13,6,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4964,Papua New Guinea,2000,8,87,70,30,21,12,5,6,77,45,21,15,5,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4965,Papua New Guinea,2001,4,101,72,29,26,9,4,7,91,64,32,17,5,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4966,Papua New Guinea,2002,18,139,133,74,62,37,6,22,160,149,60,47,18,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4967,Papua New Guinea,2003,17,190,153,96,65,32,7,28,193,171,59,29,20,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4968,Papua New Guinea,2004,28,153,138,90,61,43,6,30,164,161,66,38,18,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4969,Papua New Guinea,2005,28,183,205,108,94,48,12,38,200,204,124,65,35,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4970,Papua New Guinea,2006,32,221,220,122,84,48,3,41,226,215,142,75,24,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4971,Papua New Guinea,2007,16,178,171,112,67,50,6,32,148,153,84,36,15,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4972,Papua New Guinea,2008,65,250,207,160,95,58,12,71,261,230,113,75,48,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4973,Papua New Guinea,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4974,Papua New Guinea,2010,37,279,260,196,135,87,27,64,313,292,191,97,52,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4975,Papua New Guinea,2011,50,278,265,152,122,71,18,53,302,272,146,97,55,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4976,Papua New Guinea,2012,54,415,387,250,182,121,37,55,398,395,208,156,95,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4977,Papua New Guinea,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4978,Paraguay,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4979,Paraguay,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4980,Paraguay,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4981,Paraguay,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4982,Paraguay,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4983,Paraguay,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4984,Paraguay,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4985,Paraguay,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4986,Paraguay,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4987,Paraguay,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4988,Paraguay,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4989,Paraguay,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4990,Paraguay,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4991,Paraguay,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4992,Paraguay,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4993,Paraguay,1995,18,64,71,96,74,57,61,13,65,49,46,35,34,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4994,Paraguay,1996,17,84,100,79,91,63,49,16,80,91,50,50,48,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4995,Paraguay,1997,25,100,82,75,76,58,74,27,91,72,58,48,50,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4996,Paraguay,1998,14,100,101,96,82,66,85,17,87,55,37,36,34,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4997,Paraguay,1999,19,113,157,111,114,69,67,22,84,72,56,43,48,60,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4998,Paraguay,2000,16,112,103,105,86,80,71,12,69,86,41,41,30,46,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4999,Paraguay,2001,18,114,106,85,89,74,73,22,91,71,46,51,31,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5000,Paraguay,2002,20,119,127,112,105,78,78,12,88,83,50,36,55,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5001,Paraguay,2003,11,163,174,109,123,81,91,28,87,71,77,50,40,61,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5002,Paraguay,2004,18,160,132,120,107,103,121,21,106,87,69,63,50,43,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5003,Paraguay,2005,23,168,185,136,117,87,99,31,89,98,69,52,29,71,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5004,Paraguay,2006,20,188,221,143,150,124,116,16,130,79,73,55,63,66,131,40,46,35,45,51,59,149,36,30,25,33,20,41,21,13,18,24,7,14,15,14,11,11,7,9,1,9,,,,,,,,,,,,,, +5005,Paraguay,2007,14,171,221,152,135,94,100,15,100,98,46,46,34,47,153,36,47,43,49,41,51,126,20,27,23,16,27,24,16,28,19,20,24,10,22,16,12,13,13,6,4,11,,,,,,,,,,,,,, +5006,Paraguay,2008,11,238,227,138,138,91,90,10,92,87,60,61,42,56,77,44,37,45,45,42,66,63,33,28,12,14,13,33,15,22,29,31,22,18,22,20,12,15,6,11,5,12,,,,,,,,,,,,,, +5007,Paraguay,2009,15,203,263,173,155,120,102,15,121,101,53,62,41,57,74,20,37,29,37,23,27,87,19,14,11,14,10,23,18,32,34,28,28,13,30,14,21,23,13,13,7,9,,,,,,,,,,,,,, +5008,Paraguay,2010,18,163,244,129,143,103,99,18,106,99,39,50,46,45,80,28,28,32,29,36,55,73,23,24,8,27,13,33,14,23,41,26,22,22,25,16,11,20,12,10,9,14,,,,,,,,,,,,,, +5009,Paraguay,2011,9,182,238,135,151,124,103,14,110,103,55,39,36,62,114,26,39,36,31,38,33,68,30,19,17,24,14,17,16,26,39,35,18,19,13,13,17,21,15,2,7,8,,,,,,,,,,,,,, +5010,Paraguay,2012,4,180,230,158,143,116,129,16,95,98,60,55,38,60,108,27,34,30,31,32,36,83,23,27,7,25,11,17,15,20,29,23,23,13,21,10,15,20,10,6,9,7,,,,,,,,,,,,,, +5011,Paraguay,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,266,380,226,237,168,184,84,152,141,91,85,52,78 +5012,Peru,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5013,Peru,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5014,Peru,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5015,Peru,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5016,Peru,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5017,Peru,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5018,Peru,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5019,Peru,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5020,Peru,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5021,Peru,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5022,Peru,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5023,Peru,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5024,Peru,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5025,Peru,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5026,Peru,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5027,Peru,1995,147,1311,849,454,322,200,216,149,1005,660,373,259,162,152,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5028,Peru,1996,151,1351,789,420,261,190,167,169,896,561,290,171,132,144,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5029,Peru,1997,745,6913,3853,1971,1174,842,748,864,4560,2784,1224,734,590,496,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5030,Peru,1998,704,6271,3987,2095,1337,831,889,862,4560,2894,1431,686,537,623,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5031,Peru,1999,712,4861,3007,1586,852,624,714,700,4783,2958,1560,838,613,703,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5032,Peru,2000,552,5290,2875,1546,1041,801,796,633,3686,2472,1156,609,499,624,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5033,Peru,2001,11,5591,2887,1550,979,843,696,11,4015,2382,1117,626,480,497,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5034,Peru,2002,65,983,622,298,194,164,138,62,688,496,251,129,96,100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5035,Peru,2003,101,758,506,355,206,139,165,107,659,380,228,138,106,98,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5036,Peru,2004,385,3860,2085,1357,894,747,675,410,3258,1935,1094,678,440,471,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5037,Peru,2005,371,3802,2670,1513,1075,641,708,375,2674,2111,1046,699,333,472,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5038,Peru,2006,400,4071,2470,1494,1106,884,869,435,2713,1852,1082,762,557,556,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5039,Peru,2007,395,3436,2239,1585,1152,654,702,335,2684,1603,1127,813,402,669,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5040,Peru,2008,84,3406,2233,1564,1121,608,921,52,2644,1599,1112,791,373,899,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5041,Peru,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5042,Peru,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5043,Peru,2011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5044,Peru,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5045,Peru,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,960,5129,3521,2319,1655,1443,1738,854,2945,2219,1387,1372,860,1102 +5046,Philippines,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5047,Philippines,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5048,Philippines,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5049,Philippines,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5050,Philippines,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5051,Philippines,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5052,Philippines,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5053,Philippines,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5054,Philippines,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5055,Philippines,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5056,Philippines,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5057,Philippines,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5058,Philippines,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5059,Philippines,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5060,Philippines,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5061,Philippines,1995,2,43,56,61,46,47,26,1,20,32,26,20,19,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5062,Philippines,1996,1,26,47,58,50,28,28,1,11,20,19,15,5,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5063,Philippines,1997,5,136,273,303,262,238,129,6,80,111,131,110,98,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5064,Philippines,1998,2,157,292,356,256,206,81,4,76,109,119,106,69,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5065,Philippines,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5066,Philippines,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5067,Philippines,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5068,Philippines,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5069,Philippines,2003,356,6360,9302,11458,10713,6445,3648,300,3218,4551,4761,4000,2858,2018,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5070,Philippines,2004,312,6792,10328,12229,11413,7526,4289,291,3507,5090,5008,4327,3210,2183,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5071,Philippines,2005,482,7358,11275,13253,12531,7646,4279,374,3710,5268,5565,4603,3274,2029,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5072,Philippines,2006,419,7878,11697,13478,12733,8074,4640,379,4337,5746,5630,5007,3485,2237,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5073,Philippines,2007,466,8524,11781,13810,12846,8481,4862,380,4389,5594,5291,4612,3313,2217,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5074,Philippines,2008,369,8735,11741,13529,12808,8249,4348,341,4529,5452,5123,4527,3086,2188,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5075,Philippines,2009,487,9348,12430,13712,13111,8585,4617,412,4895,5724,5516,4628,3203,2138,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5076,Philippines,2010,511,9320,12224,13716,13651,8923,4742,454,4825,5489,5301,4643,3329,2070,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5077,Philippines,2011,573,9725,12804,14474,14002,9568,4845,448,5155,5848,5521,4880,3501,2236,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5078,Philippines,2012,583,9754,12576,14140,13996,9676,5097,466,5104,5954,5584,5068,3605,2380,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5079,Philippines,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1207,10305,12591,14203,14282,9871,5561,858,5466,5798,5555,5127,3835,2562 +5080,Poland,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5081,Poland,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5082,Poland,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5083,Poland,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5084,Poland,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5085,Poland,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5086,Poland,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5087,Poland,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5088,Poland,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5089,Poland,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5090,Poland,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5091,Poland,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5092,Poland,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5093,Poland,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5094,Poland,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5095,Poland,1995,3,122,295,795,565,369,377,4,129,163,225,111,107,414,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5096,Poland,1996,10,248,545,1365,1128,687,724,9,180,324,415,202,159,823,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5097,Poland,1997,3,104,278,781,594,374,359,7,91,155,205,96,94,345,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5098,Poland,1998,4,99,266,752,647,311,367,5,102,161,219,127,81,361,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5099,Poland,1999,0,84,219,681,654,305,306,10,95,113,178,129,81,322,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5100,Poland,2000,1,99,303,812,782,361,434,1,99,158,211,170,82,421,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5101,Poland,2001,5,78,242,603,662,275,322,4,99,148,170,124,63,360,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5102,Poland,2002,4,100,206,515,687,264,309,7,90,135,157,148,70,368,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5103,Poland,2003,2,93,234,436,653,305,349,3,91,108,152,132,65,358,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5104,Poland,2004,1,85,225,425,664,243,292,2,92,136,126,118,79,285,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5105,Poland,2005,3,109,199,389,639,292,310,3,95,142,112,151,63,316,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5106,Poland,2006,1,92,215,390,649,357,285,1,83,142,112,118,72,318,14,122,210,387,710,514,655,10,115,200,197,283,185,500,23,27,36,42,74,58,93,20,22,32,44,43,52,124,,,,,,,,,,,,,, +5107,Poland,2007,2,85,213,395,677,344,285,4,65,149,120,132,79,277,13,127,238,344,759,548,635,14,122,211,219,250,191,479,21,24,27,50,72,48,74,17,10,25,35,39,53,97,,,,,,,,,,,,,, +5108,Poland,2008,6,66,175,397,653,355,239,3,65,106,112,132,77,264,19,104,240,331,620,575,604,13,78,168,155,235,228,465,14,19,40,29,63,59,86,21,20,31,25,40,46,83,,,,,,,,,,,,,, +5109,Poland,2009,2,84,207,340,594,410,256,5,60,129,86,136,76,273,16,103,195,348,682,585,668,13,102,181,181,261,228,484,25,21,32,50,54,57,64,38,11,22,23,37,46,83,,,,,,,,,,,,,, +5110,Poland,2010,3,70,205,310,574,393,237,2,59,118,82,104,82,245,8,81,212,312,571,608,574,9,104,165,171,163,222,425,17,11,29,33,59,65,73,22,15,16,22,36,40,63,,,,,,,,,,,,,, +5111,Poland,2011,5,69,187,314,560,439,275,1,67,96,90,130,99,255,27,111,230,324,653,728,731,27,99,208,167,245,288,506,29,20,25,32,57,73,84,22,16,24,27,21,46,108,,,,,,,,,,,,,, +5112,Poland,2012,1,82,183,306,471,438,267,1,54,96,106,102,100,226,20,121,200,301,554,632,586,29,102,128,140,211,233,472,22,20,23,27,36,64,73,21,17,12,28,25,42,93,,,,,,,,,,,,,, +5113,Poland,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,51,182,441,669,1119,1297,1061,65,145,246,284,333,372,778 +5114,Portugal,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5115,Portugal,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5116,Portugal,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5117,Portugal,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5118,Portugal,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5119,Portugal,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5120,Portugal,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5121,Portugal,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5122,Portugal,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5123,Portugal,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5124,Portugal,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5125,Portugal,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5126,Portugal,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5127,Portugal,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5128,Portugal,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5129,Portugal,1995,11,215,363,328,200,173,164,7,139,172,87,33,42,85,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5130,Portugal,1996,12,176,359,331,192,158,203,6,114,177,76,31,37,66,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5131,Portugal,1997,8,135,313,303,217,130,84,4,105,141,77,27,23,61,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5132,Portugal,1998,8,154,367,362,232,141,173,5,132,160,123,44,33,82,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5133,Portugal,1999,13,113,288,378,232,146,189,9,98,134,86,30,28,57,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5134,Portugal,2000,8,147,375,349,208,140,140,5,114,154,87,41,25,64,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5135,Portugal,2001,9,156,329,356,218,109,140,13,110,160,83,36,30,63,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5136,Portugal,2002,12,156,342,411,272,129,171,5,99,141,87,33,29,73,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5137,Portugal,2003,11,134,297,333,227,99,148,7,99,163,82,39,27,47,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5138,Portugal,2004,4,97,258,336,216,98,115,3,89,122,65,22,16,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5139,Portugal,2005,5,85,227,284,181,90,93,7,67,109,66,29,11,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5140,Portugal,2006,7,80,211,259,190,94,108,4,56,107,85,33,22,41,28,46,115,134,100,57,129,15,36,87,67,34,32,74,17,32,98,116,69,43,105,23,25,61,48,40,43,92,,,,,,,,,,,,,, +5141,Portugal,2007,4,69,178,268,188,82,112,2,49,95,61,27,12,26,20,51,113,148,104,64,106,17,44,72,67,32,15,55,14,31,88,104,47,41,95,12,19,52,65,41,41,85,,,,,,,,,,,,,, +5142,Portugal,2008,2,51,155,212,179,80,84,3,54,86,55,38,15,39,13,41,89,143,112,76,126,18,47,88,56,40,24,80,12,38,61,75,52,45,93,10,18,40,39,35,33,80,,,,,,,,,,,,,, +5143,Portugal,2009,2,74,141,204,184,81,89,2,56,91,55,26,15,39,17,33,76,115,88,79,115,24,33,75,51,39,24,58,14,24,71,80,56,42,103,14,31,60,58,41,38,83,,,,,,,,,,,,,, +5144,Portugal,2010,4,53,120,221,172,81,81,3,55,64,57,38,12,31,11,28,77,116,96,70,124,11,42,52,46,41,25,53,15,36,68,68,60,59,94,14,19,44,47,51,32,100,,,,,,,,,,,,,, +5145,Portugal,2011,2,60,91,187,188,82,78,4,43,59,59,31,12,28,10,52,55,114,125,89,109,17,27,53,52,30,24,60,13,27,50,68,77,48,84,3,28,29,46,39,51,87,,,,,,,,,,,,,, +5146,Portugal,2012,1,56,103,187,153,79,75,6,52,62,66,28,19,32,23,39,62,101,114,81,111,15,39,67,42,49,16,45,10,26,44,61,67,40,112,15,29,41,48,42,36,98,,,,,,,,,,,,,, +5147,Portugal,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,22,128,186,310,346,211,290,26,84,131,178,122,98,203 +5148,Puerto Rico,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5149,Puerto Rico,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5150,Puerto Rico,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5151,Puerto Rico,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5152,Puerto Rico,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5153,Puerto Rico,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5154,Puerto Rico,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5155,Puerto Rico,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5156,Puerto Rico,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5157,Puerto Rico,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5158,Puerto Rico,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5159,Puerto Rico,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5160,Puerto Rico,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5161,Puerto Rico,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5162,Puerto Rico,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5163,Puerto Rico,1995,4,3,12,20,15,9,19,1,2,6,5,7,4,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5164,Puerto Rico,1996,2,1,20,18,15,10,16,0,5,5,5,6,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5165,Puerto Rico,1997,1,4,13,18,19,13,18,0,3,6,3,5,14,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5166,Puerto Rico,1998,1,9,11,16,12,14,12,1,0,5,6,4,9,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5167,Puerto Rico,1999,0,5,9,22,9,11,20,1,4,5,3,6,5,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5168,Puerto Rico,2000,0,1,4,19,9,10,14,1,4,5,3,7,1,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5169,Puerto Rico,2001,0,5,4,11,12,6,11,0,3,1,4,9,2,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5170,Puerto Rico,2002,2,4,7,12,10,9,7,0,1,5,9,2,5,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5171,Puerto Rico,2003,0,3,5,8,10,12,9,0,3,2,3,1,3,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5172,Puerto Rico,2004,0,2,7,8,7,12,7,0,2,3,4,6,2,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5173,Puerto Rico,2005,0,4,4,7,9,7,7,0,3,2,5,4,1,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5174,Puerto Rico,2006,1,4,7,6,13,9,7,1,4,3,6,3,2,3,0,0,2,5,1,7,9,5,0,1,1,1,2,2,0,0,0,0,0,3,2,1,0,0,0,0,0,1,,,,,,,,,,,,,, +5175,Puerto Rico,2007,0,6,2,9,8,10,6,0,0,2,4,7,1,1,2,0,3,0,4,1,8,2,0,1,0,1,2,5,0,0,0,3,1,2,0,0,1,0,1,1,0,4,,,,,,,,,,,,,, +5176,Puerto Rico,2008,0,2,4,3,13,11,6,0,1,4,3,2,3,0,0,0,1,4,4,2,6,2,1,2,0,2,1,5,0,0,2,1,2,0,1,0,0,0,0,1,2,4,,,,,,,,,,,,,, +5177,Puerto Rico,2009,0,0,0,7,6,3,2,0,2,3,1,2,1,3,0,0,1,3,2,6,7,1,0,1,2,0,0,2,1,1,1,0,1,0,2,0,0,0,1,0,0,1,,,,,,,,,,,,,, +5178,Puerto Rico,2010,0,0,3,2,4,5,8,0,1,0,2,6,2,4,1,0,2,2,5,2,12,1,1,2,3,2,1,1,0,0,0,0,2,0,1,0,0,1,0,0,0,0,,,,,,,,,,,,,, +5179,Puerto Rico,2011,0,1,4,3,6,6,2,0,1,1,1,0,3,1,0,0,1,0,1,1,4,0,0,3,0,0,0,3,1,0,0,1,2,1,1,0,0,0,1,0,1,0,,,,,,,,,,,,,, +5180,Puerto Rico,2012,0,1,5,1,6,8,10,0,0,3,1,2,3,1,0,0,3,0,1,1,7,1,1,0,0,1,0,2,0,0,1,2,2,1,2,0,0,0,1,0,0,1,,,,,,,,,,,,,, +5181,Puerto Rico,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,2,2,5,13,7,8,0,2,1,3,1,3,3 +5182,Qatar,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5183,Qatar,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5184,Qatar,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5185,Qatar,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5186,Qatar,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5187,Qatar,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5188,Qatar,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5189,Qatar,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5190,Qatar,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5191,Qatar,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5192,Qatar,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5193,Qatar,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5194,Qatar,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5195,Qatar,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5196,Qatar,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5197,Qatar,1995,0,8,12,11,13,4,4,1,2,3,1,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5198,Qatar,1996,0,2,7,16,10,3,1,0,0,1,0,2,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5199,Qatar,1997,0,8,11,7,3,4,0,0,2,1,0,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5200,Qatar,1998,0,10,17,8,10,4,2,1,4,2,3,2,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5201,Qatar,1999,0,5,15,12,12,3,2,0,2,3,3,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5202,Qatar,2000,0,7,19,9,7,2,1,0,0,4,3,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5203,Qatar,2001,1,2,0,3,4,0,3,0,1,0,0,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5204,Qatar,2002,,8,12,9,8,1,3,,6,13,1,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5205,Qatar,2003,1,10,27,17,16,5,5,0,4,6,0,2,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5206,Qatar,2004,0,9,13,13,8,10,1,0,6,5,4,2,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5207,Qatar,2005,,19,15,17,19,5,1,,5,10,2,1,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5208,Qatar,2006,0,22,21,17,22,6,1,0,6,11,7,1,0,1,6,32,69,33,14,5,3,5,14,22,13,3,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5209,Qatar,2007,0,26,38,19,10,4,0,1,4,6,5,3,0,0,,,,,,,,,,,,,,,0,45,69,23,16,2,3,0,11,21,7,5,1,0,,,,,,,,,,,,,, +5210,Qatar,2008,1,47,67,26,18,10,2,0,4,14,6,2,0,2,2,21,31,16,6,4,3,0,10,13,2,2,0,2,2,56,109,41,5,3,1,4,9,8,8,3,2,3,,,,,,,,,,,,,, +5211,Qatar,2009,0,41,83,32,16,6,2,2,9,18,7,2,1,1,0,26,32,11,7,1,0,0,7,13,3,2,0,0,0,65,111,48,9,5,2,0,12,28,10,4,2,1,,,,,,,,,,,,,, +5212,Qatar,2010,0,59,72,38,22,5,0,0,7,16,2,1,1,0,2,27,32,17,3,0,1,0,8,8,1,1,1,0,0,49,101,33,7,4,3,0,13,27,12,4,3,0,,,,,,,,,,,,,, +5213,Qatar,2011,0,36,64,36,14,10,3,0,9,15,6,1,2,1,1,24,44,13,8,0,2,1,6,14,6,0,0,2,4,39,93,39,14,5,2,0,4,25,8,2,1,0,,,,,,,,,,,,,, +5214,Qatar,2012,0,34,52,45,21,8,0,2,6,9,1,1,0,1,3,30,39,16,5,3,0,1,9,9,5,2,0,0,1,34,82,39,12,3,0,3,4,22,11,3,2,1,,,,,,,,,,,,,, +5215,Qatar,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5216,Republic of Korea,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5217,Republic of Korea,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5218,Republic of Korea,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5219,Republic of Korea,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5220,Republic of Korea,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5221,Republic of Korea,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5222,Republic of Korea,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5223,Republic of Korea,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5224,Republic of Korea,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5225,Republic of Korea,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5226,Republic of Korea,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5227,Republic of Korea,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5228,Republic of Korea,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5229,Republic of Korea,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5230,Republic of Korea,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5231,Republic of Korea,1995,27,1131,1613,1425,1207,1307,1225,46,908,863,431,296,408,867,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5232,Republic of Korea,1996,31,1150,1587,1457,1118,1216,1116,32,950,827,460,297,340,839,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5233,Republic of Korea,1997,24,935,1276,1221,982,1069,1099,31,790,685,445,234,359,807,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5234,Republic of Korea,1998,19,977,1334,1329,999,1074,1119,37,765,708,455,238,393,912,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5235,Republic of Korea,1999,27,884,1205,1180,871,962,1136,40,704,653,402,256,306,933,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5236,Republic of Korea,2000,19,821,1085,988,853,731,901,25,546,544,393,220,295,795,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5237,Republic of Korea,2001,23,942,1415,1419,1293,1103,1361,45,839,890,489,326,390,1270,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5238,Republic of Korea,2002,20,806,1333,1374,1265,1029,1390,19,759,854,456,334,377,1329,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5239,Republic of Korea,2003,22,732,1208,1265,1207,992,1472,32,681,793,501,365,381,1325,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5240,Republic of Korea,2004,18,709,1276,1364,1248,1017,1595,26,659,847,496,340,360,1516,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5241,Republic of Korea,2005,22,687,1171,1326,1336,1005,1669,27,590,842,491,370,373,1729,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5242,Republic of Korea,2006,19,652,1109,1223,1406,955,1698,27,579,859,507,403,371,1705,119,1746,2130,1656,1783,1460,2342,114,1459,1649,943,806,693,1904,54,354,503,443,397,281,588,51,299,476,370,363,271,594,,,,,,,,,,,,,, +5243,Republic of Korea,2007,16,589,953,1144,1308,906,1684,34,570,807,466,387,347,1716,119,1722,1956,1721,1833,1437,2368,108,1429,1636,1002,853,679,1915,50,309,456,387,473,289,557,47,309,455,365,363,302,643,,,,,,,,,,,,,, +5244,Republic of Korea,2008,21,492,865,1093,1400,958,1848,32,483,722,483,402,360,1889,89,1472,1800,1586,1711,1333,2252,83,1239,1470,940,779,612,1926,52,372,524,495,487,344,680,44,324,489,406,467,317,812,,,,,,,,,,,,,, +5245,Republic of Korea,2009,25,567,803,1059,1417,992,1904,26,506,685,525,441,360,1975,101,1528,1693,1610,1722,1303,2359,102,1183,1524,969,814,634,2092,46,415,602,579,606,441,773,48,390,556,525,508,420,1014,,,,,,,,,,,,,, +5246,Republic of Korea,2010,22,537,705,1049,1496,1029,1997,23,472,686,509,487,368,2216,104,1575,1731,1570,1904,1589,2628,104,1125,1409,1005,904,769,2243,62,511,646,690,687,571,1088,56,439,685,644,780,584,1352,,,,,,,,,,,,,, +5247,Republic of Korea,2011,13,491,712,1019,1414,1145,2132,37,446,688,520,432,421,2244,114,1460,1614,1544,1892,1569,2585,117,1138,1459,942,908,743,2301,59,575,779,686,787,618,1163,62,416,727,721,802,628,1434,,,,,,,,,,,,,, +5248,Republic of Korea,2012,11,500,699,956,1562,1238,2255,22,436,664,444,377,397,2569,83,1289,1587,1628,2025,1790,2931,87,951,1387,946,846,805,2567,60,450,643,601,693,578,1105,37,369,574,632,728,620,1371,,,,,,,,,,,,,, +5249,Republic of Korea,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,106,2003,2836,3250,4664,4116,7470,120,1570,2554,2156,2196,1883,6649 +5250,Republic of Moldova,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5251,Republic of Moldova,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5252,Republic of Moldova,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5253,Republic of Moldova,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5254,Republic of Moldova,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5255,Republic of Moldova,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5256,Republic of Moldova,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5257,Republic of Moldova,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5258,Republic of Moldova,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5259,Republic of Moldova,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5260,Republic of Moldova,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5261,Republic of Moldova,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5262,Republic of Moldova,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5263,Republic of Moldova,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5264,Republic of Moldova,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5265,Republic of Moldova,1995,0,55,115,166,95,65,15,2,42,38,31,19,10,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5266,Republic of Moldova,1996,0,26,33,55,34,9,5,2,10,14,18,4,3,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5267,Republic of Moldova,1997,0,51,65,86,47,35,13,0,24,32,16,14,6,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5268,Republic of Moldova,1998,2,72,67,116,56,36,16,2,34,20,34,10,5,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5269,Republic of Moldova,1999,1,89,123,144,84,29,14,3,31,32,27,19,7,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5270,Republic of Moldova,2000,2,52,31,36,13,13,6,1,16,32,45,23,14,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5271,Republic of Moldova,2001,1,152,197,230,158,62,32,6,58,61,46,33,14,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5272,Republic of Moldova,2002,5,159,220,237,181,49,33,11,71,76,41,32,23,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5273,Republic of Moldova,2003,1,152,201,252,206,62,25,1,101,71,64,40,16,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5274,Republic of Moldova,2004,8,210,277,284,267,89,42,11,91,97,57,53,28,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5275,Republic of Moldova,2005,2,211,337,345,313,106,31,3,97,92,57,61,23,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5276,Republic of Moldova,2006,2,175,302,349,312,106,32,7,91,108,72,67,25,31,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5277,Republic of Moldova,2007,0,181,281,343,314,107,35,2,97,85,57,58,25,25,15,222,286,315,331,154,86,13,169,140,113,93,67,39,83,55,45,45,31,24,8,63,38,33,26,24,26,12,,,,,,,,,,,,,, +5278,Republic of Moldova,2008,1,167,271,314,317,105,32,4,85,81,57,52,22,25,9,196,330,268,296,145,72,9,174,163,97,95,49,39,85,43,33,40,31,26,7,52,31,30,31,33,25,9,,,,,,,,,,,,,, +5279,Republic of Moldova,2009,3,155,220,255,256,91,30,2,69,85,61,55,21,15,13,205,298,263,340,169,85,19,159,143,100,111,73,37,68,40,45,42,37,16,12,56,36,31,30,33,13,12,,,,,,,,,,,,,, +5280,Republic of Moldova,2010,0,119,243,244,248,113,21,6,47,90,46,47,23,20,10,194,344,320,323,179,66,15,153,163,106,101,57,42,58,42,32,25,33,19,9,48,30,34,24,21,17,13,,,,,,,,,,,,,, +5281,Republic of Moldova,2011,2,94,257,250,267,107,21,3,66,79,51,41,20,14,16,187,340,283,348,207,66,19,144,201,115,97,70,47,67,29,41,49,28,26,10,52,26,22,25,19,17,13,,,,,,,,,,,,,, +5282,Republic of Moldova,2012,0,99,234,256,284,131,31,3,58,95,48,56,26,25,4,159,295,311,316,234,73,13,122,181,126,109,77,42,63,35,36,29,32,15,16,62,23,24,19,14,15,13,,,,,,,,,,,,,, +5283,Republic of Moldova,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,71,250,679,773,787,528,157,63,194,310,234,182,166,91 +5284,Romania,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5285,Romania,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5286,Romania,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5287,Romania,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5288,Romania,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5289,Romania,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5290,Romania,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5291,Romania,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5292,Romania,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5293,Romania,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5294,Romania,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5295,Romania,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5296,Romania,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5297,Romania,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5298,Romania,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5299,Romania,1995,387,1662,2322,3608,2587,1751,784,355,1352,1240,871,479,396,417,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5300,Romania,1996,35,851,1640,2606,1901,1236,500,48,749,630,547,302,237,249,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5301,Romania,1997,31,1073,1618,2535,1990,1116,461,53,735,745,545,318,200,245,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5302,Romania,1998,21,895,1624,2327,1762,1011,522,43,725,692,448,300,219,232,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5303,Romania,1999,34,842,1524,2043,1653,918,472,48,732,709,496,318,198,317,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5304,Romania,2000,46,832,1508,1799,1684,916,533,53,701,766,484,341,207,321,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5305,Romania,2001,60,790,1670,1925,2000,975,685,70,713,825,497,391,228,347,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5306,Romania,2002,102,742,1682,1854,1914,854,605,74,669,839,435,370,202,351,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5307,Romania,2003,37,750,1565,1695,1953,836,594,58,667,770,470,412,196,404,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5308,Romania,2004,31,718,1582,1798,1999,917,629,59,682,797,546,458,230,432,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5309,Romania,2005,36,752,1511,1786,1999,952,638,55,758,780,493,374,219,442,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5310,Romania,2006,30,748,1306,1624,1738,847,580,37,669,763,448,334,224,465,237,633,752,762,946,575,591,240,632,604,417,292,209,364,278,489,299,272,285,194,234,231,361,264,203,210,145,200,,,,,,,,,,,,,, +5311,Romania,2007,25,706,1149,1559,1704,889,611,34,665,634,439,332,230,448,230,505,593,737,840,564,577,231,567,518,328,297,171,386,280,450,254,257,253,175,184,205,344,220,182,173,124,183,,,,,,,,,,,,,, +5312,Romania,2008,22,671,1124,1656,1713,977,625,37,557,567,518,320,225,499,197,485,574,645,805,570,510,214,489,480,336,273,161,354,224,468,254,240,229,200,208,222,324,183,177,164,121,156,,,,,,,,,,,,,, +5313,Romania,2009,24,726,969,1592,1599,1016,637,28,575,564,421,290,216,455,153,447,465,613,709,590,499,168,440,398,290,227,168,323,328,415,185,221,242,185,219,252,328,189,174,151,117,165,,,,,,,,,,,,,, +5314,Romania,2010,21,673,873,1343,1310,896,571,40,509,481,407,277,173,442,135,403,438,608,585,517,475,131,434,377,268,198,149,318,256,378,191,259,204,193,178,228,309,167,148,127,113,137,,,,,,,,,,,,,, +5315,Romania,2011,19,624,813,1194,1103,839,542,25,475,514,408,215,197,427,151,368,410,492,436,461,447,117,401,331,283,169,164,286,239,347,203,190,152,170,196,208,240,145,155,102,107,173,,,,,,,,,,,,,, +5316,Romania,2012,14,545,757,1282,1035,823,487,22,428,426,365,186,182,435,99,377,368,452,472,484,503,106,345,338,250,171,143,321,233,347,173,172,137,179,164,239,222,131,124,86,123,142,,,,,,,,,,,,,, +5317,Romania,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,355,1143,1372,2035,2175,1998,1298,340,1010,940,827,515,542,973 +5318,Russian Federation,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5319,Russian Federation,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5320,Russian Federation,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5321,Russian Federation,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5322,Russian Federation,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5323,Russian Federation,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5324,Russian Federation,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5325,Russian Federation,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5326,Russian Federation,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5327,Russian Federation,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5328,Russian Federation,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5329,Russian Federation,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5330,Russian Federation,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5331,Russian Federation,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5332,Russian Federation,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5333,Russian Federation,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5334,Russian Federation,1996,0,12,46,69,55,36,17,0,8,6,9,9,4,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5335,Russian Federation,1997,0,38,100,150,114,77,39,0,20,30,30,20,13,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5336,Russian Federation,1998,0,45,89,161,131,81,34,2,24,24,33,20,15,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5337,Russian Federation,1999,17,1858,4138,5037,3992,1618,859,33,761,1022,989,600,313,507,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5338,Russian Federation,2000,1,295,526,596,402,151,54,1,43,73,74,38,31,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5339,Russian Federation,2001,26,2124,4317,5912,5435,2026,941,37,1019,1315,1374,1040,442,598,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5340,Russian Federation,2002,0,2081,4497,6003,5810,2074,1061,0,1120,1496,1492,1100,452,632,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5341,Russian Federation,2003,0,2128,4812,5979,5924,2014,1058,0,1156,1753,1537,1281,462,698,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5342,Russian Federation,2004,18,2355,5079,6165,6053,2167,1184,45,1399,2051,1695,1415,528,736,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5343,Russian Federation,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5344,Russian Federation,2006,18,2445,5774,5923,6342,2440,1120,40,1514,2207,1703,1492,560,757,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5345,Russian Federation,2007,20,2492,6008,5874,6363,2491,1291,40,1444,2418,1684,1454,653,871,231,7272,14334,10846,10714,7884,2797,308,4925,6230,4014,3421,1505,1624,1430,1031,1537,928,828,415,337,1393,713,918,610,574,397,593,,,,,,,,,,,,,, +5346,Russian Federation,2008,12,2495,6475,6005,6300,2687,1147,33,1467,2569,1707,1530,687,835,224,7841,15551,11311,10958,5032,2541,302,4716,6743,4114,3327,1539,1576,1316,841,1455,787,797,468,358,1316,654,960,591,593,420,555,,,,,,,,,,,,,, +5347,Russian Federation,2009,22,2510,6544,5722,5952,2822,1014,33,1464,2602,1739,1390,713,824,192,7371,14965,10885,9969,5180,2241,260,4641,6746,4064,3222,1688,1507,1320,756,1582,860,793,462,314,1284,657,891,549,530,435,512,,,,,,,,,,,,,, +5348,Russian Federation,2010,8,2228,6276,5571,5361,2787,920,28,1247,2554,1719,1182,745,790,229,6571,14047,10430,8885,5056,2035,295,4094,6399,3841,2942,1698,1372,134,158,367,268,286,268,209,137,171,406,231,271,307,300,,,,,,,,,,,,,, +5349,Russian Federation,2011,15,1826,5726,5338,4928,2664,845,36,1139,2394,1643,1166,719,752,260,5545,13832,10353,8372,4780,1773,333,3850,6410,3869,2646,1765,1318,1506,588,1315,933,581,433,236,1395,434,880,507,405,386,424,,,,,,,,,,,,,, +5350,Russian Federation,2012,17,1568,5472,5115,4446,2629,839,31,997,2292,1595,1081,637,748,331,4711,13041,9560,7328,4586,1755,399,3154,6253,3727,2383,1560,1270,1445,593,1465,930,525,363,249,1465,421,870,534,376,388,393,,,,,,,,,,,,,, +5351,Russian Federation,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1626,5827,18096,15635,11218,7255,2677,1672,3740,8705,5501,3630,2589,2256 +5352,Rwanda,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5353,Rwanda,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5354,Rwanda,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5355,Rwanda,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5356,Rwanda,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5357,Rwanda,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5358,Rwanda,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5359,Rwanda,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5360,Rwanda,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5361,Rwanda,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5362,Rwanda,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5363,Rwanda,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5364,Rwanda,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5365,Rwanda,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5366,Rwanda,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5367,Rwanda,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5368,Rwanda,1996,48,222,398,325,124,85,24,45,229,278,161,47,23,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5369,Rwanda,1997,78,284,633,537,209,87,40,78,274,343,175,67,37,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5370,Rwanda,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5371,Rwanda,1999,93,245,530,424,224,70,31,59,189,262,166,49,31,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5372,Rwanda,2000,155,466,974,824,393,129,56,105,396,473,309,109,52,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5373,Rwanda,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5374,Rwanda,2002,13,96,167,184,79,38,13,15,98,113,58,22,15,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5375,Rwanda,2003,32,364,517,424,270,83,48,36,312,340,161,79,41,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5376,Rwanda,2004,52,561,722,595,353,171,64,73,460,469,293,150,53,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5377,Rwanda,2005,45,494,713,592,408,142,71,73,483,442,262,157,60,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5378,Rwanda,2006,25,598,769,591,407,182,100,80,494,467,259,139,72,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5379,Rwanda,2007,51,523,805,556,352,168,91,81,477,468,245,131,70,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5380,Rwanda,2008,33,528,811,573,373,191,125,65,439,472,280,161,82,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5381,Rwanda,2009,25,519,829,650,390,196,114,46,388,464,266,184,70,43,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5382,Rwanda,2010,48,430,741,526,325,202,126,48,399,448,261,128,65,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5383,Rwanda,2011,42,423,795,500,376,210,124,50,358,398,235,146,87,67,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5384,Rwanda,2012,22,375,768,519,341,214,123,40,327,393,208,116,66,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5385,Rwanda,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,207,498,1017,684,533,393,252,199,433,569,364,261,161,131 +5386,Saint Kitts and Nevis,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5387,Saint Kitts and Nevis,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5388,Saint Kitts and Nevis,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5389,Saint Kitts and Nevis,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5390,Saint Kitts and Nevis,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5391,Saint Kitts and Nevis,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5392,Saint Kitts and Nevis,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5393,Saint Kitts and Nevis,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5394,Saint Kitts and Nevis,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5395,Saint Kitts and Nevis,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5396,Saint Kitts and Nevis,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5397,Saint Kitts and Nevis,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5398,Saint Kitts and Nevis,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5399,Saint Kitts and Nevis,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5400,Saint Kitts and Nevis,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5401,Saint Kitts and Nevis,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5402,Saint Kitts and Nevis,1996,0,0,1,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5403,Saint Kitts and Nevis,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5404,Saint Kitts and Nevis,1998,0,0,0,2,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5405,Saint Kitts and Nevis,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5406,Saint Kitts and Nevis,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5407,Saint Kitts and Nevis,2001,,,,,,,,,,,,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5408,Saint Kitts and Nevis,2002,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5409,Saint Kitts and Nevis,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5410,Saint Kitts and Nevis,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5411,Saint Kitts and Nevis,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5412,Saint Kitts and Nevis,2006,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5413,Saint Kitts and Nevis,2007,,1,1,1,,,,,,,,,1,,0,,,,,,,0,,,,,,,0,,,,,,,0,,,,,,,,,,,,,,,,,,,, +5414,Saint Kitts and Nevis,2008,0,0,0,0,3,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5415,Saint Kitts and Nevis,2009,0,0,0,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5416,Saint Kitts and Nevis,2010,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5417,Saint Kitts and Nevis,2011,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5418,Saint Kitts and Nevis,2012,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5419,Saint Kitts and Nevis,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +5420,Saint Lucia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5421,Saint Lucia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5422,Saint Lucia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5423,Saint Lucia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5424,Saint Lucia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5425,Saint Lucia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5426,Saint Lucia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5427,Saint Lucia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5428,Saint Lucia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5429,Saint Lucia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5430,Saint Lucia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5431,Saint Lucia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5432,Saint Lucia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5433,Saint Lucia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5434,Saint Lucia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5435,Saint Lucia,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5436,Saint Lucia,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5437,Saint Lucia,1997,0,0,1,2,0,1,1,1,1,3,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5438,Saint Lucia,1998,0,2,1,1,0,0,1,0,3,2,0,0,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5439,Saint Lucia,1999,,1,,,3,3,,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5440,Saint Lucia,2000,0,0,0,1,0,1,2,0,1,0,1,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5441,Saint Lucia,2001,0,1,1,0,1,3,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5442,Saint Lucia,2002,,,1,1,1,2,1,,,,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5443,Saint Lucia,2003,0,0,0,1,2,2,2,0,1,1,0,3,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5444,Saint Lucia,2004,0,0,0,1,2,2,2,0,2,3,0,0,0,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5445,Saint Lucia,2005,0,0,0,0,2,1,2,1,1,0,1,1,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5446,Saint Lucia,2006,,,,,3,5,5,,,,,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5447,Saint Lucia,2007,,,3,3,2,4,3,,,,,1,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5448,Saint Lucia,2008,0,2,0,2,2,2,1,1,0,1,3,2,1,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,,,,,,,,,,,,,, +5449,Saint Lucia,2009,0,1,0,2,1,2,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5450,Saint Lucia,2010,0,0,1,2,0,1,2,0,0,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5451,Saint Lucia,2011,0,0,1,1,0,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5452,Saint Lucia,2012,0,2,0,1,4,0,2,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5453,Saint Lucia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,1,0,1,0,0,1,0,1,1,2,1,0,0 +5454,Saint Vincent and the Grenadines,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5455,Saint Vincent and the Grenadines,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5456,Saint Vincent and the Grenadines,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5457,Saint Vincent and the Grenadines,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5458,Saint Vincent and the Grenadines,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5459,Saint Vincent and the Grenadines,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5460,Saint Vincent and the Grenadines,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5461,Saint Vincent and the Grenadines,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5462,Saint Vincent and the Grenadines,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5463,Saint Vincent and the Grenadines,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5464,Saint Vincent and the Grenadines,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5465,Saint Vincent and the Grenadines,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5466,Saint Vincent and the Grenadines,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5467,Saint Vincent and the Grenadines,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5468,Saint Vincent and the Grenadines,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5469,Saint Vincent and the Grenadines,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5470,Saint Vincent and the Grenadines,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5471,Saint Vincent and the Grenadines,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5472,Saint Vincent and the Grenadines,1998,0,0,2,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5473,Saint Vincent and the Grenadines,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5474,Saint Vincent and the Grenadines,2000,0,1,0,4,2,0,1,1,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5475,Saint Vincent and the Grenadines,2001,,,,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5476,Saint Vincent and the Grenadines,2002,,,,1,1,2,2,,,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5477,Saint Vincent and the Grenadines,2003,,,,2,,1,,,1,,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5478,Saint Vincent and the Grenadines,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5479,Saint Vincent and the Grenadines,2005,0,0,0,2,1,0,2,0,0,1,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5480,Saint Vincent and the Grenadines,2006,,,,,,4,2,,,,,,,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5481,Saint Vincent and the Grenadines,2007,0,0,1,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5482,Saint Vincent and the Grenadines,2008,,,,,,,,,,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5483,Saint Vincent and the Grenadines,2009,,,,2,1,,,,,,,,,,,1,1,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5484,Saint Vincent and the Grenadines,2010,0,0,1,0,3,0,2,0,0,1,0,0,1,0,0,0,0,2,1,1,1,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5485,Saint Vincent and the Grenadines,2011,0,0,2,2,2,0,0,0,0,1,0,1,0,0,1,0,0,2,2,1,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5486,Saint Vincent and the Grenadines,2012,0,1,5,1,3,5,4,0,1,3,1,3,0,0,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5487,Saint Vincent and the Grenadines,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,,1,1,,,,,,,, +5488,Samoa,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5489,Samoa,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5490,Samoa,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5491,Samoa,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5492,Samoa,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5493,Samoa,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5494,Samoa,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5495,Samoa,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5496,Samoa,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5497,Samoa,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5498,Samoa,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5499,Samoa,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5500,Samoa,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5501,Samoa,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5502,Samoa,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5503,Samoa,1995,0,1,1,1,0,3,2,1,2,2,0,0,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5504,Samoa,1996,0,0,0,0,0,1,2,0,0,3,2,2,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5505,Samoa,1997,0,1,4,1,0,1,1,0,2,1,1,0,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5506,Samoa,1998,1,1,1,0,1,1,0,0,1,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5507,Samoa,1999,0,1,2,0,1,1,4,0,3,2,1,0,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5508,Samoa,2000,0,3,1,1,1,2,1,0,2,1,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5509,Samoa,2001,1,3,1,1,0,0,1,0,1,1,2,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5510,Samoa,2002,0,1,2,0,1,1,1,1,4,5,0,2,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5511,Samoa,2003,,2,,,,1,,,2,2,2,,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5512,Samoa,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5513,Samoa,2005,0,4,0,1,1,0,0,0,2,0,2,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5514,Samoa,2006,,3,2,1,1,1,2,,3,,,1,,,,,,1,,,,,,,2,1,,1,,,,1,,1,,,,,,,,,,,,,,,,,,,,,, +5515,Samoa,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5516,Samoa,2008,0,1,0,0,0,1,0,0,1,1,1,0,0,1,0,0,1,0,1,1,1,0,0,0,1,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5517,Samoa,2009,,,,1,,111,111,,,,1,11,11,1111,0,0,0,0,0,0,1,0,1,0,0,0,1,3,0,0,0,0,0,1,0,0,1,0,0,0,0,1,,,,,,,,,,,,,, +5518,Samoa,2010,,1,1,,,1,,,,,2,,1,,,1,1,,,,,,,,,2,1,,,,,,,1,,,,1,,1,,,,,,,,,,,,,,,, +5519,Samoa,2011,0,1,0,0,0,0,0,0,2,1,0,1,0,1,1,0,0,0,1,1,5,0,1,1,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5520,Samoa,2012,0,4,3,1,1,1,0,1,1,0,1,1,0,1,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,2,0,0,,,,,,,,,,,,,, +5521,Samoa,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3,1,2,1,3,3,3,0,3,0,0,0,1,2 +5522,San Marino,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5523,San Marino,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5524,San Marino,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5525,San Marino,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5526,San Marino,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5527,San Marino,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5528,San Marino,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5529,San Marino,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5530,San Marino,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5531,San Marino,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5532,San Marino,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5533,San Marino,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5534,San Marino,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5535,San Marino,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5536,San Marino,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5537,San Marino,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5538,San Marino,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5539,San Marino,1997,,,,,,,,0,0,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5540,San Marino,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5541,San Marino,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5542,San Marino,2000,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5543,San Marino,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5544,San Marino,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5545,San Marino,2003,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5546,San Marino,2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5547,San Marino,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5548,San Marino,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5549,San Marino,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5550,San Marino,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5551,San Marino,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5552,San Marino,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5553,San Marino,2011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5554,San Marino,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5555,San Marino,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5556,Sao Tome and Principe,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5557,Sao Tome and Principe,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5558,Sao Tome and Principe,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5559,Sao Tome and Principe,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5560,Sao Tome and Principe,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5561,Sao Tome and Principe,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5562,Sao Tome and Principe,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5563,Sao Tome and Principe,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5564,Sao Tome and Principe,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5565,Sao Tome and Principe,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5566,Sao Tome and Principe,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5567,Sao Tome and Principe,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5568,Sao Tome and Principe,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5569,Sao Tome and Principe,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5570,Sao Tome and Principe,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5571,Sao Tome and Principe,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5572,Sao Tome and Principe,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5573,Sao Tome and Principe,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5574,Sao Tome and Principe,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5575,Sao Tome and Principe,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5576,Sao Tome and Principe,2000,1,5,11,4,7,3,10,3,7,15,5,7,4,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5577,Sao Tome and Principe,2001,0,7,14,6,6,5,12,1,4,10,4,8,6,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5578,Sao Tome and Principe,2002,1,7,6,2,2,2,2,0,6,5,2,3,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5579,Sao Tome and Principe,2003,1,2,4,5,3,0,1,0,3,7,8,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5580,Sao Tome and Principe,2004,3,5,7,6,5,2,3,1,4,5,5,2,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5581,Sao Tome and Principe,2005,2,5,7,6,4,5,2,1,4,5,3,2,3,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5582,Sao Tome and Principe,2006,0,5,8,4,2,1,2,1,4,7,0,0,1,1,3,10,25,16,8,5,2,2,8,15,11,6,4,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,,,,,,,,,,,,,, +5583,Sao Tome and Principe,2007,0,4,12,8,4,4,0,0,9,6,3,3,5,0,0,1,2,3,3,4,1,0,3,1,5,3,0,1,0,0,0,0,0,0,0,0,0,0,1,0,1,0,,,,,,,,,,,,,, +5584,Sao Tome and Principe,2008,1,5,13,5,6,1,0,2,5,6,6,2,0,0,0,0,4,1,1,0,0,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5585,Sao Tome and Principe,2009,0,2,10,8,4,6,0,1,4,10,4,2,1,0,2,0,2,1,3,1,1,0,1,2,3,2,2,0,0,1,1,0,0,0,0,0,0,2,0,0,0,0,,,,,,,,,,,,,, +5586,Sao Tome and Principe,2010,0,10,14,7,1,0,1,0,5,4,3,2,0,0,6,3,11,6,7,2,4,2,5,10,3,2,0,2,1,1,2,0,1,0,0,1,3,0,1,0,0,0,,,,,,,,,,,,,, +5587,Sao Tome and Principe,2011,0,5,9,8,7,1,4,2,2,10,4,1,0,0,2,4,2,5,4,2,5,0,3,5,5,4,3,5,2,2,4,3,1,0,0,1,2,4,0,3,4,2,,,,,,,,,,,,,, +5588,Sao Tome and Principe,2012,1,6,11,8,8,2,0,0,6,10,6,0,0,1,4,3,4,8,1,1,1,4,0,4,4,2,0,1,4,1,2,0,1,0,1,2,1,1,0,1,1,1,,,,,,,,,,,,,, +5589,Sao Tome and Principe,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9,12,14,16,17,4,8,9,10,9,15,9,9,6 +5590,Saudi Arabia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5591,Saudi Arabia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5592,Saudi Arabia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5593,Saudi Arabia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5594,Saudi Arabia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5595,Saudi Arabia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5596,Saudi Arabia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5597,Saudi Arabia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5598,Saudi Arabia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5599,Saudi Arabia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5600,Saudi Arabia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5601,Saudi Arabia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5602,Saudi Arabia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5603,Saudi Arabia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5604,Saudi Arabia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5605,Saudi Arabia,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5606,Saudi Arabia,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5607,Saudi Arabia,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5608,Saudi Arabia,1998,2,76,140,96,65,45,62,16,82,86,32,27,28,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5609,Saudi Arabia,1999,5,155,314,245,152,103,143,39,182,201,94,74,73,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5610,Saudi Arabia,2000,0,131,268,213,158,86,107,28,172,182,79,51,50,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5611,Saudi Arabia,2001,7,141,221,163,135,62,106,28,161,163,88,44,39,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5612,Saudi Arabia,2002,11,148,309,211,138,104,110,28,186,194,72,60,51,52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5613,Saudi Arabia,2003,5,150,285,200,145,102,107,18,210,181,75,58,51,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5614,Saudi Arabia,2004,4,202,289,217,163,89,85,24,204,171,80,53,47,64,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5615,Saudi Arabia,2005,8,182,276,201,175,70,107,31,205,184,98,73,51,61,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5616,Saudi Arabia,2006,10,256,323,229,169,94,101,39,226,211,107,56,37,56,39,67,91,51,41,29,49,47,76,59,37,30,22,25,35,100,163,97,43,48,47,71,123,187,85,37,33,27,,,,,,,,,,,,,, +5617,Saudi Arabia,2007,8,246,312,219,187,111,92,30,298,197,110,71,39,64,34,45,61,46,41,25,53,37,67,45,35,26,25,42,52,115,219,129,54,43,55,50,130,218,86,60,40,46,,,,,,,,,,,,,, +5618,Saudi Arabia,2008,16,295,334,184,153,93,102,33,274,271,137,85,48,83,22,75,52,22,13,17,27,20,63,87,34,35,28,50,51,135,188,107,67,44,43,60,127,193,98,67,33,53,,,,,,,,,,,,,, +5619,Saudi Arabia,2009,15,280,386,257,200,129,105,43,260,245,112,61,55,53,27,65,98,39,31,27,42,32,65,52,28,25,16,31,26,137,200,99,64,35,46,46,136,160,102,54,28,37,,,,,,,,,,,,,, +5620,Saudi Arabia,2010,14,335,458,242,210,116,102,33,239,271,105,70,49,58,19,90,112,47,45,38,48,29,67,83,32,23,20,34,48,134,243,133,78,43,59,38,115,178,111,58,35,32,,,,,,,,,,,,,, +5621,Saudi Arabia,2011,4,227,406,225,225,113,106,35,200,245,110,64,49,46,13,74,83,63,35,26,35,18,60,70,37,20,18,34,29,136,249,105,73,51,60,43,97,170,98,49,40,27,,,,,,,,,,,,,, +5622,Saudi Arabia,2012,13,228,394,214,210,133,96,28,207,236,107,50,49,63,13,63,88,51,30,34,46,17,57,57,27,20,22,24,31,104,209,128,64,32,48,26,70,123,78,43,31,35,,,,,,,,,,,,,, +5623,Saudi Arabia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,41,400,743,399,317,204,177,63,298,388,143,92,72,98 +5624,Senegal,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5625,Senegal,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5626,Senegal,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5627,Senegal,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5628,Senegal,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5629,Senegal,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5630,Senegal,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5631,Senegal,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5632,Senegal,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5633,Senegal,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5634,Senegal,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5635,Senegal,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5636,Senegal,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5637,Senegal,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5638,Senegal,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5639,Senegal,1995,94,717,1219,813,408,300,213,84,428,461,283,203,126,72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5640,Senegal,1996,74,773,1281,973,474,277,264,89,450,549,341,209,121,74,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5641,Senegal,1997,64,753,1151,876,467,267,215,75,421,509,292,191,87,62,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5642,Senegal,1998,90,781,1208,856,453,250,215,84,412,447,307,178,98,75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5643,Senegal,1999,50,721,1070,749,424,233,185,58,441,434,298,184,106,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5644,Senegal,2000,60,772,1297,857,470,279,189,77,521,540,376,217,107,61,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5645,Senegal,2001,77,908,1331,890,498,258,226,90,540,531,333,204,113,95,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5646,Senegal,2002,58,815,1271,813,488,279,212,61,545,523,317,210,118,86,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5647,Senegal,2003,50,1005,1438,896,531,293,250,77,629,600,398,212,122,86,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5648,Senegal,2004,60,1085,1464,915,506,264,213,73,620,485,324,211,139,78,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5649,Senegal,2005,71,1050,1561,904,533,274,236,83,709,568,351,185,116,81,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5650,Senegal,2006,60,1124,1606,919,553,292,230,74,676,572,360,204,124,88,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5651,Senegal,2007,57,1053,1722,875,549,329,251,73,761,603,378,241,121,95,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5652,Senegal,2008,67,1274,1767,907,593,351,228,79,816,659,368,230,148,97,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5653,Senegal,2009,66,1362,1790,1035,638,335,250,108,815,660,352,231,127,114,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5654,Senegal,2010,81,1351,1793,972,590,329,221,81,835,643,332,217,136,105,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5655,Senegal,2011,75,1264,1835,981,582,335,214,88,807,664,362,208,144,74,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5656,Senegal,2012,84,1454,2036,1121,597,365,224,125,836,715,383,263,155,90,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5657,Senegal,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5658,Serbia,2005,3,62,96,118,156,112,132,6,69,76,55,49,22,149,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5659,Serbia,2006,6,87,91,107,167,83,144,7,78,74,43,44,44,152,2,21,47,54,104,66,171,6,23,25,25,48,25,129,4,15,16,26,11,27,31,3,14,16,25,23,21,43,,,,,,,,,,,,,, +5660,Serbia,2007,0,42,59,102,163,94,106,2,38,52,43,43,26,135,9,16,33,42,81,61,118,10,17,26,44,27,36,120,6,20,8,13,19,8,45,1,9,12,12,22,18,36,,,,,,,,,,,,,, +5661,Serbia,2008,3,66,89,111,149,135,139,3,68,66,46,51,37,169,9,17,26,25,74,58,85,7,20,26,32,32,27,82,2,11,8,17,22,17,31,0,12,12,20,13,18,30,,,,,,,,,,,,,, +5662,Serbia,2009,1,76,67,111,119,105,145,5,63,59,55,38,44,167,7,20,18,34,52,69,95,6,22,22,27,23,28,65,4,17,13,14,14,14,27,2,13,7,5,17,16,34,,,,,,,,,,,,,, +5663,Serbia,2010,2,76,70,93,116,83,109,5,66,74,46,39,34,164,6,20,17,42,49,50,74,4,15,20,25,18,20,71,0,22,10,13,14,18,25,2,12,6,10,12,16,42,,,,,,,,,,,,,, +5664,Serbia,2011,2,60,73,74,122,112,101,5,46,59,43,30,20,129,6,11,25,23,53,49,62,4,16,13,18,21,25,70,1,4,10,6,15,18,19,1,9,9,13,9,9,32,,,,,,,,,,,,,, +5665,Serbia,2012,1,70,72,77,98,86,77,4,46,66,38,31,35,118,4,14,20,25,47,49,71,8,12,20,21,15,19,58,2,15,9,9,8,15,14,1,6,4,8,5,11,23,,,,,,,,,,,,,, +5666,Serbia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5,43,66,99,134,161,207,9,46,63,60,53,45,170 +5667,Serbia & Montenegro,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5668,Serbia & Montenegro,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5669,Serbia & Montenegro,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5670,Serbia & Montenegro,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5671,Serbia & Montenegro,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5672,Serbia & Montenegro,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5673,Serbia & Montenegro,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5674,Serbia & Montenegro,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5675,Serbia & Montenegro,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5676,Serbia & Montenegro,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5677,Serbia & Montenegro,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5678,Serbia & Montenegro,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5679,Serbia & Montenegro,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5680,Serbia & Montenegro,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5681,Serbia & Montenegro,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5682,Serbia & Montenegro,1995,10,108,204,317,296,350,386,11,127,167,133,83,158,275,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5683,Serbia & Montenegro,1996,45,207,310,461,396,389,474,57,192,159,183,152,217,384,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5684,Serbia & Montenegro,1997,45,136,310,450,415,410,463,30,146,274,254,170,239,399,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5685,Serbia & Montenegro,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5686,Serbia & Montenegro,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5687,Serbia & Montenegro,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5688,Serbia & Montenegro,2001,3,52,48,44,34,31,18,5,49,46,23,25,23,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5689,Serbia & Montenegro,2002,7,37,53,44,29,22,33,9,46,48,19,17,19,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5690,Serbia & Montenegro,2003,1,51,64,70,113,54,61,1,44,58,38,28,20,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5691,Serbia & Montenegro,2004,4,61,106,125,182,128,157,3,66,89,75,48,41,145,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5692,Seychelles,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5693,Seychelles,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5694,Seychelles,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5695,Seychelles,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5696,Seychelles,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5697,Seychelles,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5698,Seychelles,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5699,Seychelles,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5700,Seychelles,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5701,Seychelles,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5702,Seychelles,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5703,Seychelles,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5704,Seychelles,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5705,Seychelles,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5706,Seychelles,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5707,Seychelles,1995,0,2,0,1,1,2,1,0,0,1,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5708,Seychelles,1996,0,0,1,3,1,1,0,0,1,0,0,0,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5709,Seychelles,1997,0,1,2,2,1,1,1,0,1,0,0,0,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5710,Seychelles,1998,0,0,1,3,2,1,1,0,0,0,1,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5711,Seychelles,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5712,Seychelles,2000,,,2,4,1,1,,,,1,0,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5713,Seychelles,2001,0,0,2,4,0,2,2,0,0,2,0,1,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5714,Seychelles,2002,0,1,3,1,0,1,1,0,0,0,0,0,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5715,Seychelles,2003,0,1,0,0,1,2,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5716,Seychelles,2004,0,0,2,0,3,2,0,0,0,1,2,2,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5717,Seychelles,2005,0,2,1,2,1,0,0,0,0,1,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5718,Seychelles,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5719,Seychelles,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5720,Seychelles,2008,0,0,1,0,1,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5721,Seychelles,2009,0,0,4,1,1,1,2,0,0,1,0,1,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5722,Seychelles,2010,0,0,0,6,0,0,1,0,2,0,0,0,0,0,0,0,3,0,1,1,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5723,Seychelles,2011,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,1,2,4,13,2,0,0,0,0,1,0,1,0,0,0,2,1,0,2,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5724,Seychelles,2012,0,0,1,2,2,0,0,0,0,1,1,1,0,1,0,1,0,1,1,1,0,0,0,0,0,1,1,2,0,1,0,0,0,0,0,0,0,0,0,1,0,0,,,,,,,,,,,,,, +5725,Seychelles,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,5,3,3,5,1,0,2,1,1,0,1,2 +5726,Sierra Leone,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5727,Sierra Leone,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5728,Sierra Leone,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5729,Sierra Leone,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5730,Sierra Leone,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5731,Sierra Leone,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5732,Sierra Leone,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5733,Sierra Leone,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5734,Sierra Leone,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5735,Sierra Leone,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5736,Sierra Leone,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5737,Sierra Leone,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5738,Sierra Leone,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5739,Sierra Leone,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5740,Sierra Leone,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5741,Sierra Leone,1995,10,184,305,201,99,47,22,18,165,193,110,65,24,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5742,Sierra Leone,1996,23,249,450,310,180,79,51,35,201,278,218,89,49,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5743,Sierra Leone,1997,14,230,470,359,182,89,47,21,207,328,228,67,39,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5744,Sierra Leone,1998,14,226,445,338,191,78,42,36,235,294,217,86,43,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5745,Sierra Leone,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5746,Sierra Leone,2000,18,287,486,361,190,113,47,27,249,298,225,92,49,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5747,Sierra Leone,2001,19,268,546,406,230,123,51,36,279,292,234,120,61,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5748,Sierra Leone,2002,23,317,561,427,246,102,58,31,300,382,284,133,48,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5749,Sierra Leone,2003,19,351,564,481,264,149,77,26,308,394,249,122,77,32,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5750,Sierra Leone,2004,19,417,659,581,364,153,130,40,304,440,319,170,89,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5751,Sierra Leone,2005,45,490,792,651,397,226,124,54,393,518,312,207,114,47,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5752,Sierra Leone,2006,43,485,851,709,446,216,166,68,375,536,357,207,111,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5753,Sierra Leone,2007,45,538,1032,797,520,258,172,74,398,568,468,255,143,79,1081,2116,,,,,,,,,,,,,337,369,,,,,,,,,,,,,,,,,,,,,,,,,, +5754,Sierra Leone,2008,,625,1062,938,573,265,188,,460,609,501,269,153,83,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5755,Sierra Leone,2009,44,737,1073,905,621,280,195,66,524,645,506,260,146,90,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5756,Sierra Leone,2010,64,718,1176,1076,663,320,254,77,648,742,556,293,180,131,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5757,Sierra Leone,2011,75,825,1224,1099,781,334,287,115,678,796,543,343,219,116,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5758,Sierra Leone,2012,70,858,1324,1213,841,416,274,80,703,861,667,391,201,132,811,,,,,,,634,,,,,,,112,,,,,,,103,,,,,,,,,,,,,,,,,,,, +5759,Sierra Leone,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,51,810,1231,1109,791,384,233,52,618,785,618,351,229,128 +5760,Singapore,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5761,Singapore,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5762,Singapore,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5763,Singapore,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5764,Singapore,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5765,Singapore,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5766,Singapore,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5767,Singapore,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5768,Singapore,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5769,Singapore,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5770,Singapore,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5771,Singapore,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5772,Singapore,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5773,Singapore,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5774,Singapore,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5775,Singapore,1995,0,9,40,60,62,70,94,1,8,18,21,22,19,31,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5776,Singapore,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5777,Singapore,1997,0,8,27,49,60,88,101,0,11,16,12,16,12,32,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5778,Singapore,1998,1,9,36,70,63,81,104,2,6,18,11,20,25,34,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5779,Singapore,1999,0,18,23,41,72,55,124,0,12,21,18,23,17,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5780,Singapore,2000,1,8,9,34,51,26,64,1,9,8,7,9,5,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5781,Singapore,2001,1,6,19,39,70,66,76,1,5,7,19,15,9,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5782,Singapore,2002,0,14,28,73,88,65,130,2,10,15,30,32,24,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5783,Singapore,2003,1,17,28,68,96,80,133,0,6,26,30,20,20,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5784,Singapore,2004,1,12,32,56,83,75,119,0,6,15,18,17,19,48,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5785,Singapore,2005,0,8,25,61,94,96,118,0,5,20,33,29,20,43,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5786,Singapore,2006,2,7,31,67,107,75,106,0,19,22,22,22,27,31,3,21,35,42,56,69,137,7,16,33,31,13,20,42,10,5,13,22,12,13,25,5,8,10,14,17,16,13,,,,,,,,,,,,,, +5787,Singapore,2007,0,15,18,63,98,80,105,1,13,13,25,23,11,39,2,29,38,50,69,53,130,7,32,29,17,29,21,58,1,10,11,18,14,22,21,1,8,18,14,14,18,11,,,,,,,,,,,,,, +5788,Singapore,2008,0,10,21,46,106,94,127,0,9,16,20,26,17,33,1,45,42,64,88,74,173,1,25,35,24,21,29,50,3,12,18,20,23,16,31,3,10,15,20,19,20,30,,,,,,,,,,,,,, +5789,Singapore,2009,0,16,27,56,100,92,131,0,15,22,24,18,23,28,5,31,33,63,99,112,151,5,17,35,23,27,23,31,3,9,13,28,28,13,30,4,7,23,17,19,20,21,,,,,,,,,,,,,, +5790,Singapore,2010,0,11,21,38,105,86,120,1,15,21,26,21,21,44,5,35,46,61,87,102,156,10,22,60,25,43,28,55,2,8,13,17,18,32,33,2,7,11,15,19,14,22,,,,,,,,,,,,,, +5791,Singapore,2011,0,21,21,44,108,119,126,0,11,25,23,23,20,51,2,28,49,64,112,102,150,4,26,29,34,29,35,53,0,7,21,22,25,17,29,3,13,14,19,21,13,20,,,,,,,,,,,,,, +5792,Singapore,2012,1,31,36,54,106,124,143,0,26,46,27,26,19,39,1,76,144,124,130,125,156,5,45,196,82,46,44,45,1,25,37,33,18,15,31,1,16,53,18,22,16,20,,,,,,,,,,,,,, +5793,Singapore,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8,99,199,201,256,262,352,4,85,289,143,64,72,130 +5794,Sint Maarten (Dutch part),2010,,,1,,,,,,,,,2,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5795,Sint Maarten (Dutch part),2011,,1,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5796,Sint Maarten (Dutch part),2012,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5797,Sint Maarten (Dutch part),2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,,,,,,,,,,1 +5798,Slovakia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5799,Slovakia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5800,Slovakia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5801,Slovakia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5802,Slovakia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5803,Slovakia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5804,Slovakia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5805,Slovakia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5806,Slovakia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5807,Slovakia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5808,Slovakia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5809,Slovakia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5810,Slovakia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5811,Slovakia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5812,Slovakia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5813,Slovakia,1995,4,18,44,123,108,63,152,5,16,17,22,24,33,159,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5814,Slovakia,1996,2,16,42,64,105,61,134,4,23,28,24,17,17,203,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5815,Slovakia,1997,1,2,24,54,38,31,40,0,10,11,10,3,9,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5816,Slovakia,1998,0,5,30,53,50,37,35,0,5,3,16,6,5,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5817,Slovakia,1999,1,2,19,42,51,19,29,0,8,10,7,7,8,43,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5818,Slovakia,2000,2,6,15,31,50,16,32,0,5,9,7,5,4,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5819,Slovakia,2001,0,8,13,30,48,26,22,1,4,9,12,8,4,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5820,Slovakia,2002,0,4,18,35,40,21,26,0,6,9,7,3,5,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5821,Slovakia,2003,1,6,8,31,36,19,25,1,8,9,10,3,4,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5822,Slovakia,2004,0,2,17,30,30,12,21,1,1,2,3,6,4,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5823,Slovakia,2005,0,3,13,16,25,25,20,0,1,8,9,5,6,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5824,Slovakia,2006,4,8,11,18,27,29,17,0,6,6,7,4,3,20,9,13,11,27,46,43,66,7,4,9,7,19,16,67,3,6,4,10,11,11,18,0,1,4,1,17,13,23,,,,,,,,,,,,,, +5825,Slovakia,2007,0,8,10,18,51,15,23,1,5,3,5,6,3,28,5,9,14,26,43,36,48,5,9,9,14,18,10,43,4,4,7,4,11,16,15,1,2,6,8,9,8,25,,,,,,,,,,,,,, +5826,Slovakia,2008,0,2,7,16,46,10,11,1,2,4,4,5,1,17,4,5,17,17,42,29,56,3,6,15,6,15,18,52,3,5,2,5,6,10,14,3,3,5,2,6,9,26,,,,,,,,,,,,,, +5827,Slovakia,2009,0,3,14,19,22,18,9,0,0,5,6,2,5,18,3,11,9,15,26,28,35,4,1,6,7,10,11,36,2,0,2,7,9,14,9,0,3,3,0,8,6,20,,,,,,,,,,,,,, +5828,Slovakia,2010,1,7,7,18,17,17,15,0,1,6,7,2,3,11,8,3,13,26,26,19,33,2,4,6,3,13,8,26,0,2,2,0,7,10,7,0,2,3,2,4,6,14,,,,,,,,,,,,,, +5829,Slovakia,2011,0,6,8,6,20,16,13,0,2,3,4,6,1,11,5,11,10,11,27,18,22,6,4,5,8,7,9,27,2,3,0,3,5,3,8,4,3,3,2,4,4,13,,,,,,,,,,,,,, +5830,Slovakia,2012,0,2,9,17,20,12,7,0,2,3,4,6,1,13,10,6,5,7,14,22,26,5,5,6,0,9,12,17,1,0,1,4,2,7,8,1,3,3,2,0,3,4,,,,,,,,,,,,,, +5831,Slovakia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18,17,20,28,52,68,50,20,12,11,10,15,21,56 +5832,Slovenia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5833,Slovenia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5834,Slovenia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5835,Slovenia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5836,Slovenia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5837,Slovenia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5838,Slovenia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5839,Slovenia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5840,Slovenia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5841,Slovenia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5842,Slovenia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5843,Slovenia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5844,Slovenia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5845,Slovenia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5846,Slovenia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5847,Slovenia,1995,1,13,39,63,36,26,27,0,7,24,11,9,5,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5848,Slovenia,1996,0,5,27,46,37,28,13,0,8,15,9,7,7,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5849,Slovenia,1997,0,4,16,33,19,15,20,0,8,15,8,1,4,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5850,Slovenia,1998,0,5,22,27,19,13,14,0,8,12,10,7,2,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5851,Slovenia,1999,0,3,21,40,27,11,15,0,0,5,6,5,6,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5852,Slovenia,2000,0,3,11,36,22,14,17,0,3,9,3,4,3,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5853,Slovenia,2001,0,4,11,30,27,11,7,0,5,11,11,3,5,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5854,Slovenia,2002,0,8,11,25,26,14,9,0,3,7,6,1,3,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5855,Slovenia,2003,0,3,9,23,22,7,15,0,5,5,4,3,4,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5856,Slovenia,2004,0,5,7,10,10,8,13,0,4,6,4,3,2,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5857,Slovenia,2005,0,4,10,16,15,11,14,0,4,4,6,5,4,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5858,Slovenia,2006,0,3,5,9,12,7,6,0,5,7,4,2,4,19,5,6,1,5,4,10,16,2,0,6,2,5,1,18,1,1,4,4,0,3,5,0,1,2,0,1,1,15,,,,,,,,,,,,,, +5859,Slovenia,2007,0,0,7,15,14,12,9,0,1,5,6,2,3,16,1,3,6,3,6,6,15,2,3,2,1,3,5,15,3,2,1,1,1,,10,0,1,3,2,1,1,11,,,,,,,,,,,,,, +5860,Slovenia,2008,0,3,12,9,17,12,3,0,2,7,2,5,2,7,1,3,5,5,12,7,14,1,1,3,1,4,0,26,0,1,1,1,1,5,9,1,2,1,1,1,0,9,,,,,,,,,,,,,, +5861,Slovenia,2009,0,3,8,13,14,6,7,0,3,6,4,1,3,17,3,4,6,5,6,7,5,2,1,4,6,6,2,13,1,1,3,1,1,1,7,0,0,0,0,2,1,7,,,,,,,,,,,,,, +5862,Slovenia,2010,0,4,7,10,9,6,12,0,1,5,2,4,1,3,0,2,3,9,3,7,11,3,4,6,0,1,3,15,0,1,3,4,1,2,4,0,1,1,0,3,2,8,,,,,,,,,,,,,, +5863,Slovenia,2011,0,3,9,16,12,8,5,0,0,5,4,2,1,17,0,2,10,4,5,7,13,2,0,5,5,3,3,14,0,0,3,2,2,3,3,2,1,0,1,0,5,4,,,,,,,,,,,,,, +5864,Slovenia,2012,0,2,6,4,8,6,5,0,2,3,0,1,1,9,3,0,2,1,5,4,16,2,2,3,2,4,3,17,0,0,2,2,0,1,2,0,0,2,0,2,1,1,,,,,,,,,,,,,, +5865,Slovenia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,3,12,5,18,13,19,1,2,7,3,10,6,39 +5866,Solomon Islands,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5867,Solomon Islands,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5868,Solomon Islands,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5869,Solomon Islands,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5870,Solomon Islands,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5871,Solomon Islands,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5872,Solomon Islands,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5873,Solomon Islands,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5874,Solomon Islands,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5875,Solomon Islands,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5876,Solomon Islands,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5877,Solomon Islands,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5878,Solomon Islands,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5879,Solomon Islands,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5880,Solomon Islands,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5881,Solomon Islands,1995,2,14,6,5,7,9,3,3,17,11,7,12,13,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5882,Solomon Islands,1996,4,9,9,3,7,4,6,5,5,9,8,12,6,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5883,Solomon Islands,1997,2,20,8,6,9,4,5,3,19,14,10,8,4,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5884,Solomon Islands,1998,3,15,9,14,18,7,12,2,14,16,10,11,7,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5885,Solomon Islands,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5886,Solomon Islands,2000,3,13,4,8,8,10,6,8,15,13,7,7,5,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5887,Solomon Islands,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5888,Solomon Islands,2002,3,16,12,9,9,7,4,0,16,15,4,2,7,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5889,Solomon Islands,2003,4,14,9,12,14,8,0,9,14,14,16,13,10,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5890,Solomon Islands,2004,6,11,12,8,11,9,5,10,22,20,13,14,8,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5891,Solomon Islands,2005,4,14,18,9,15,12,11,9,23,21,12,11,9,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5892,Solomon Islands,2006,1,13,11,4,4,14,8,4,16,14,9,14,8,4,21,8,14,11,13,16,9,26,7,4,10,15,9,5,18,4,4,3,2,3,2,14,9,7,3,2,3,0,,,,,,,,,,,,,, +5893,Solomon Islands,2007,5,15,16,12,9,8,6,5,12,25,9,10,5,5,17,9,4,9,14,14,9,12,12,14,6,14,11,2,20,13,10,9,6,0,4,16,3,10,5,2,1,0,,,,,,,,,,,,,, +5894,Solomon Islands,2008,3,17,12,11,10,11,7,4,13,23,11,13,3,2,18,9,6,7,11,9,11,16,6,5,14,8,14,2,11,10,13,10,7,7,0,11,8,7,5,3,4,1,,,,,,,,,,,,,, +5895,Solomon Islands,2009,3,11,17,8,8,8,6,9,19,19,9,11,7,3,7,2,6,4,6,9,6,14,1,7,7,6,9,2,29,8,5,7,12,7,4,22,7,13,8,5,7,3,,,,,,,,,,,,,, +5896,Solomon Islands,2010,4,16,18,16,8,3,3,4,19,17,11,5,4,5,11,7,6,7,9,3,8,15,7,4,3,7,7,4,15,17,6,6,4,3,2,21,11,7,2,8,3,0,,,,,,,,,,,,,, +5897,Solomon Islands,2011,3,15,22,12,7,8,6,3,13,27,15,10,16,2,14,6,7,6,3,11,4,20,7,5,7,9,6,3,28,14,9,5,3,0,5,25,7,10,10,6,4,1,,,,,,,,,,,,,, +5898,Solomon Islands,2012,3,20,19,10,12,8,6,5,20,18,11,8,12,5,9,4,4,3,5,6,9,10,8,8,9,4,4,4,19,15,10,5,4,4,6,15,12,10,4,4,4,0,,,,,,,,,,,,,, +5899,Solomon Islands,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,33,39,36,24,26,24,12,33,47,30,14,22,10,10 +5900,Somalia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5901,Somalia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5902,Somalia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5903,Somalia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5904,Somalia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5905,Somalia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5906,Somalia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5907,Somalia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5908,Somalia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5909,Somalia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5910,Somalia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5911,Somalia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5912,Somalia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5913,Somalia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5914,Somalia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5915,Somalia,1995,46,334,730,201,127,278,109,38,158,139,97,40,25,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5916,Somalia,1996,45,439,557,263,153,82,63,49,221,224,108,50,38,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5917,Somalia,1997,72,565,658,311,187,172,112,63,296,313,173,82,56,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5918,Somalia,1998,99,541,599,337,198,145,126,77,270,321,176,78,74,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5919,Somalia,1999,136,643,678,383,175,175,124,131,302,302,190,100,74,74,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5920,Somalia,2000,113,740,724,408,254,195,142,85,354,319,219,110,72,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5921,Somalia,2001,125,899,880,476,310,257,196,91,439,413,259,129,97,69,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5922,Somalia,2002,119,922,821,478,307,219,176,112,468,447,302,172,111,75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5923,Somalia,2003,118,1054,850,513,319,250,214,106,535,462,333,171,161,104,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5924,Somalia,2004,175,1228,1059,610,419,326,278,129,676,618,428,266,157,110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5925,Somalia,2005,125,1343,1114,725,458,330,319,169,752,636,436,292,212,157,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5926,Somalia,2006,166,1377,1121,647,436,309,336,170,668,628,432,269,171,131,198,394,375,222,210,111,77,96,205,204,145,126,87,29,187,325,316,187,167,76,44,83,190,183,120,88,54,14,,,,,,,,,,,,,, +5927,Somalia,2007,125,1239,1008,578,407,296,289,135,602,520,378,243,181,129,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5928,Somalia,2008,116,1273,1067,635,422,314,298,138,604,587,439,285,191,151,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5929,Somalia,2009,175,1118,974,585,410,314,305,129,560,524,396,231,185,141,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5930,Somalia,2010,109,1036,886,496,355,266,277,91,467,444,341,188,137,132,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5931,Somalia,2011,113,1147,1047,587,398,330,277,114,495,465,348,260,168,135,842,,,,,,,640,,,,,,,300,,,,,,,240,,,,,,,,,,,,,,,,,,,, +5932,Somalia,2012,129,1147,1014,560,449,296,307,121,553,554,396,267,165,169,918,,,,,,,712,,,,,,,269,,,,,,,215,,,,,,,,,,,,,,,,,,,, +5933,Somalia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,150,1138,1124,578,450,309,337,122,621,588,430,303,199,189 +5934,South Africa,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5935,South Africa,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5936,South Africa,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5937,South Africa,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5938,South Africa,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5939,South Africa,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5940,South Africa,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5941,South Africa,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5942,South Africa,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5943,South Africa,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5944,South Africa,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5945,South Africa,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5946,South Africa,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5947,South Africa,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5948,South Africa,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5949,South Africa,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5950,South Africa,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5951,South Africa,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5952,South Africa,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5953,South Africa,1999,52,624,1697,1834,966,434,221,75,972,1384,779,314,159,110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5954,South Africa,2000,116,723,1999,2135,1146,435,212,122,1283,1716,933,423,167,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5955,South Africa,2001,163,1490,3844,3540,1838,690,255,275,2237,3220,1748,781,295,168,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5956,South Africa,2002,3081,5147,13681,13215,7038,2342,942,3261,7081,11312,6080,2611,1076,600,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5957,South Africa,2003,1769,10107,20392,17862,9540,3604,1495,2341,12600,16867,9207,4080,1972,1172,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5958,South Africa,2004,2269,11030,22120,19675,10653,3908,1580,2810,14166,18975,10839,4887,2182,1174,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5959,South Africa,2005,2035,10422,20576,19465,11143,4124,1705,2561,13632,19343,11338,5416,2352,1348,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5960,South Africa,2006,2062,10498,21273,19743,11752,4392,1862,2579,14073,20387,12656,5767,2550,1505,17471,3225,9340,8706,5329,2361,1313,16172,5632,11104,6888,3153,1497,1023,2673,2207,6848,6476,3372,1391,730,2457,3966,8576,5384,2297,901,571,,,,,,,,,,,,,, +5961,South Africa,2007,1909,10514,21948,20076,12164,4792,2021,2511,14410,21049,13190,6245,2964,1811,12766,7211,10979,8905,5788,4096,3014,12568,9170,11383,8114,5787,3217,2633,4026,4539,6925,3752,2198,1578,828,3750,3290,5267,4439,2553,1726,867,,,,,,,,,,,,,, +5962,South Africa,2008,1863,10172,21706,20699,12724,5169,2246,2360,14010,21579,13778,7146,3234,2117,14640,9870,14816,10644,6879,5636,3345,14856,10888,15868,9880,7988,4719,2943,4265,4694,7148,3998,2345,1686,942,3964,3389,5575,4670,2694,1894,987,,,,,,,,,,,,,, +5963,South Africa,2009,1685,8609,22620,21164,12949,5256,2207,2358,14361,21944,13777,7114,3320,2106,15312,10950,15950,11747,7448,6790,4437,15641,12877,16885,10925,8744,5633,3848,7869,8558,11843,9382,5875,3957,2120,6960,7866,9999,8697,6759,4684,2548,,,,,,,,,,,,,, +5964,South Africa,2010,1496,9925,20855,19842,12386,5155,2211,1933,13023,20205,12910,6873,3165,2128,22355,5489,17584,18741,11895,5981,3175,21406,10406,22281,15293,8186,3695,2633,1810,2485,8500,8270,4444,1948,1154,1474,4716,10759,12277,3423,1498,1007,,,,,,,,,,,,,, +5965,South Africa,2011,1472,9772,20487,19360,12111,5220,2164,1932,12751,19250,12807,6955,3266,2223,16381,3682,12442,13486,8520,4565,2412,15699,6853,15343,10678,5872,2909,1971,1272,1730,5673,5501,3038,1414,709,1127,2871,6670,4651,2244,992,636,,,,,,,,,,,,,, +5966,South Africa,2012,1132,9074,19894,18510,11331,5054,2085,1545,11547,17452,11430,5939,2846,2059,17218,4510,14507,15734,10171,5340,2885,16383,7489,16536,11769,6378,3214,2497,1246,1854,6304,6323,3495,1591,859,1081,3072,7290,4952,2491,1118,791,,,,,,,,,,,,,, +5967,South Africa,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18617,16120,43685,45922,28497,13923,6639,18054,21166,41071,29297,15910,7807,5672 +5968,South Sudan,2011,39,251,599,402,259,135,57,60,181,318,239,172,59,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5969,South Sudan,2012,42,356,753,462,267,135,87,58,212,302,221,139,62,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5970,South Sudan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,43,371,721,447,247,118,87,68,185,302,204,146,67,26 +5971,Spain,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5972,Spain,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5973,Spain,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5974,Spain,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5975,Spain,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5976,Spain,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5977,Spain,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5978,Spain,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5979,Spain,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5980,Spain,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5981,Spain,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5982,Spain,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5983,Spain,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5984,Spain,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5985,Spain,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5986,Spain,1995,22,132,337,242,150,112,228,23,90,129,64,39,34,98,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5987,Spain,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5988,Spain,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5989,Spain,1998,25,186,361,294,195,114,205,3,149,167,61,27,25,104,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5990,Spain,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5991,Spain,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5992,Spain,2001,13,160,355,351,215,134,232,15,140,237,116,37,21,83,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5993,Spain,2002,22,189,392,405,300,192,337,17,194,265,131,56,29,117,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5994,Spain,2003,7,153,334,305,219,132,222,6,138,218,113,51,29,87,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5995,Spain,2004,14,140,301,312,229,142,227,9,158,202,125,48,22,82,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5996,Spain,2005,13,166,394,367,230,140,230,10,142,252,151,63,24,108,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5997,Spain,2006,18,142,332,311,232,105,175,17,122,264,137,48,19,77,228,241,495,572,388,248,513,212,248,383,241,112,77,224,32,88,166,146,100,81,185,25,55,118,86,58,48,186,,,,,,,,,,,,,, +5998,Spain,2007,10,184,375,379,257,128,191,12,164,291,136,63,23,93,180,313,357,431,289,220,438,187,172,302,182,83,77,227,32,79,173,163,74,73,158,35,95,139,90,50,57,177,,,,,,,,,,,,,, +5999,Spain,2008,18,179,355,349,268,157,200,13,168,294,173,68,16,73,225,190,315,337,260,187,300,199,158,240,163,87,60,124,45,117,213,187,100,77,177,42,83,137,111,58,51,179,,,,,,,,,,,,,, +6000,Spain,2009,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6001,Spain,2010,8,160,373,349,357,172,207,18,157,290,170,69,26,84,194,102,265,249,232,139,306,153,93,197,120,72,59,149,53,81,231,195,115,87,197,41,94,154,124,73,75,234,,,,,,,,,,,,,, +6002,Spain,2011,14,136,329,304,282,168,199,16,143,255,163,80,30,99,209,116,202,230,196,138,300,172,99,167,148,74,54,127,60,79,221,178,110,71,215,59,66,109,125,100,60,213,,,,,,,,,,,,,, +6003,Spain,2012,10,112,259,299,276,156,220,15,101,202,161,70,24,74,125,92,172,175,166,133,297,120,72,141,118,70,50,114,35,71,164,162,104,85,196,38,71,138,140,75,54,173,,,,,,,,,,,,,, +6004,Spain,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,198,259,524,614,545,352,620,179,228,490,409,220,159,427 +6005,Sri Lanka,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6006,Sri Lanka,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6007,Sri Lanka,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6008,Sri Lanka,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6009,Sri Lanka,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6010,Sri Lanka,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6011,Sri Lanka,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6012,Sri Lanka,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6013,Sri Lanka,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6014,Sri Lanka,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6015,Sri Lanka,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6016,Sri Lanka,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6017,Sri Lanka,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6018,Sri Lanka,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6019,Sri Lanka,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6020,Sri Lanka,1995,10,163,361,519,521,365,261,15,207,206,142,122,81,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6021,Sri Lanka,1996,10,163,327,491,523,355,253,18,197,168,147,133,111,62,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6022,Sri Lanka,1997,11,215,390,596,623,396,271,23,245,217,173,176,89,81,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6023,Sri Lanka,1998,7,237,430,628,663,445,304,22,228,235,169,173,119,87,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6024,Sri Lanka,1999,8,255,406,621,646,440,325,10,264,231,168,148,126,101,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6025,Sri Lanka,2000,25,266,459,695,793,484,360,23,312,264,176,202,144,113,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6026,Sri Lanka,2001,6,284,446,713,779,528,336,18,296,247,194,174,156,131,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6027,Sri Lanka,2002,11,287,411,682,788,551,366,19,320,248,205,151,151,107,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6028,Sri Lanka,2003,12,311,467,694,791,495,389,14,305,218,186,187,132,120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6029,Sri Lanka,2004,6,358,472,664,800,521,371,18,263,237,192,176,122,102,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6030,Sri Lanka,2005,9,341,520,724,918,657,424,19,295,261,189,200,154,130,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6031,Sri Lanka,2006,8,342,496,600,816,563,402,13,301,248,178,189,157,129,55,67,125,152,244,266,292,47,85,85,85,116,125,139,127,157,206,171,132,120,100,100,161,195,160,150,84,71,,,,,,,,,,,,,, +6032,Sri Lanka,2007,10,288,477,664,802,649,412,16,279,228,183,182,176,111,65,90,145,174,251,254,270,71,95,90,92,119,129,121,87,161,207,168,170,134,94,77,161,200,178,158,113,67,,,,,,,,,,,,,, +6033,Sri Lanka,2008,11,283,488,717,810,649,415,26,298,288,183,173,172,133,75,98,146,177,284,272,305,65,90,91,105,160,137,126,101,171,239,187,204,124,113,101,174,232,180,145,117,73,,,,,,,,,,,,,, +6034,Sri Lanka,2009,10,328,576,703,860,689,414,24,244,241,172,186,163,144,72,81,110,149,280,287,269,61,98,96,92,116,119,156,126,158,264,194,202,195,140,99,182,247,160,176,134,75,,,,,,,,,,,,,, +6035,Sri Lanka,2010,14,268,539,602,884,683,448,15,255,233,171,183,186,154,68,86,121,162,277,282,316,59,103,109,91,124,168,179,119,179,273,254,249,207,158,117,175,210,187,187,131,102,,,,,,,,,,,,,, +6036,Sri Lanka,2011,12,246,459,585,828,653,479,13,270,217,191,192,191,154,64,104,145,198,267,351,329,91,109,106,99,146,202,194,100,179,295,263,243,209,164,72,185,248,190,200,150,114,,,,,,,,,,,,,, +6037,Sri Lanka,2012,7,243,420,504,799,672,456,17,242,200,162,211,200,136,35,78,115,120,255,334,282,62,74,70,74,107,130,153,112,157,255,227,238,190,136,76,153,182,181,189,151,102,,,,,,,,,,,,,, +6038,Sri Lanka,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,158,502,869,1007,1295,1175,986,152,482,500,417,511,538,418 +6039,Sudan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6040,Sudan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6041,Sudan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6042,Sudan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6043,Sudan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6044,Sudan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6045,Sudan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6046,Sudan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6047,Sudan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6048,Sudan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6049,Sudan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6050,Sudan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6051,Sudan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6052,Sudan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6053,Sudan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6054,Sudan,1995,250,604,796,634,486,362,337,359,490,613,299,403,342,305,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6055,Sudan,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6056,Sudan,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6057,Sudan,1998,805,1079,1533,1133,820,523,453,680,875,1036,723,528,356,247,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6058,Sudan,1999,842,1100,1456,1270,978,841,839,903,1035,1111,1104,817,594,615,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6059,Sudan,2000,785,1028,1511,1351,1119,638,677,817,925,1134,905,771,327,323,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6060,Sudan,2001,732,1018,1368,1085,777,462,301,590,787,910,715,467,212,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6061,Sudan,2002,559,1171,1494,1168,852,511,405,498,865,1007,840,523,275,170,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6062,Sudan,2003,489,1195,1644,1271,856,645,473,443,881,1052,879,562,384,219,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6063,Sudan,2004,537,1377,1791,1465,1035,697,467,426,978,1187,897,601,400,237,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6064,Sudan,2005,425,1358,1990,1541,1151,724,493,381,1102,1203,978,729,411,244,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6065,Sudan,2006,297,1351,1890,1504,1102,710,532,312,965,1108,948,763,442,270,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6066,Sudan,2007,288,1355,1903,1540,1102,729,556,334,992,1318,990,729,467,324,1214,129,221,243,192,98,42,970,91,108,121,97,66,26,84,92,108,151,56,28,21,61,75,81,76,42,19,13,,,,,,,,,,,,,, +6067,Sudan,2008,317,1241,1740,1301,903,610,534,321,850,962,841,601,344,235,959,3202,,,,,,571,2095,,,,,,315,1857,,,,,,239,1437,,,,,,,,,,,,,,,,,,, +6068,Sudan,2009,288,1279,1757,1281,904,606,477,236,806,983,800,557,334,233,965,3269,,,,,,827,2122,,,,,,463,2082,,,,,,357,1584,,,,,,,,,,,,,,,,,,, +6069,Sudan,2010,209,1185,1781,1335,863,497,391,195,761,979,772,520,279,191,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6070,Sudan,2011,107,899,1359,981,689,386,372,113,512,620,513,352,188,175,941,3184,0,0,0,0,0,686,1935,0,0,0,0,0,416,2210,0,0,0,0,0,321,1677,0,0,0,0,0,,,,,,,,,,,,,, +6071,Sudan,2012,117,869,1274,802,466,404,331,115,536,562,470,299,170,172,823,,,,,,,691,,,,,,,424,,,,,,,299,,,,,,,,,,,,,,,,,,,, +6072,Sudan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1205,,,,,,,976,,,,,, +6073,Suriname,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6074,Suriname,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6075,Suriname,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6076,Suriname,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6077,Suriname,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6078,Suriname,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6079,Suriname,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6080,Suriname,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6081,Suriname,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6082,Suriname,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6083,Suriname,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6084,Suriname,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6085,Suriname,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6086,Suriname,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6087,Suriname,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6088,Suriname,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6089,Suriname,1996,1,5,11,11,0,4,6,2,3,6,5,0,3,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6090,Suriname,1997,0,6,7,3,2,0,2,0,4,1,0,1,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6091,Suriname,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6092,Suriname,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6093,Suriname,2000,1,6,6,3,2,0,4,2,3,6,3,0,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6094,Suriname,2001,1,2,7,3,2,4,5,0,2,5,3,2,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6095,Suriname,2002,2,1,12,10,2,3,2,0,3,2,4,2,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6096,Suriname,2003,0,5,1,13,6,1,6,1,4,2,2,2,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6097,Suriname,2004,0,6,8,14,6,2,4,0,3,2,1,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6098,Suriname,2005,0,7,8,12,6,3,4,0,3,2,1,2,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6099,Suriname,2006,5,6,13,9,4,1,7,2,1,4,1,8,0,2,0,2,4,3,8,2,8,1,1,3,3,1,4,3,0,2,0,3,0,2,1,1,1,3,3,0,0,0,,,,,,,,,,,,,, +6100,Suriname,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6101,Suriname,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6102,Suriname,2009,2,11,17,21,20,11,10,1,5,13,11,11,11,5,0,1,0,1,1,3,1,1,2,0,2,1,1,0,0,1,0,2,0,2,1,0,1,1,1,0,0,0,,,,,,,,,,,,,, +6103,Suriname,2010,0,5,21,35,19,5,10,1,4,6,10,6,2,8,1,1,6,6,5,4,3,2,2,4,3,3,0,1,3,2,2,1,0,0,0,0,0,1,1,2,1,1,,,,,,,,,,,,,, +6104,Suriname,2011,0,4,7,15,18,3,5,0,1,1,5,2,2,1,1,0,5,5,4,1,4,0,0,6,3,2,2,1,1,0,3,6,2,0,1,0,0,1,4,0,0,2,,,,,,,,,,,,,, +6105,Suriname,2012,0,6,7,15,14,9,7,2,1,7,5,7,1,0,2,2,2,6,1,3,1,1,1,1,1,0,3,0,0,1,2,5,1,1,1,1,0,0,0,0,0,1,,,,,,,,,,,,,, +6106,Suriname,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6,9,18,28,28,13,3,6,5,13,6,4,1,1 +6107,Swaziland,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6108,Swaziland,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6109,Swaziland,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6110,Swaziland,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6111,Swaziland,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6112,Swaziland,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6113,Swaziland,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6114,Swaziland,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6115,Swaziland,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6116,Swaziland,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6117,Swaziland,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6118,Swaziland,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6119,Swaziland,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6120,Swaziland,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6121,Swaziland,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6122,Swaziland,1995,4,59,117,130,98,40,16,5,52,57,39,29,8,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6123,Swaziland,1996,79,39,250,335,263,200,120,64,78,352,204,114,58,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6124,Swaziland,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6125,Swaziland,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6126,Swaziland,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6127,Swaziland,2000,11,130,352,249,138,37,17,10,198,298,62,62,24,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6128,Swaziland,2001,16,180,468,374,238,70,34,22,362,474,196,74,18,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6129,Swaziland,2002,1,94,244,182,117,33,10,9,236,274,127,50,13,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6130,Swaziland,2003,15,120,298,171,96,48,19,14,242,325,145,60,20,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6131,Swaziland,2004,6,152,316,245,140,53,21,17,271,381,182,74,19,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6132,Swaziland,2005,9,162,406,285,139,57,27,14,318,453,207,73,21,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6133,Swaziland,2006,32,187,452,268,164,91,45,35,367,464,245,107,48,25,399,199,493,400,249,132,91,360,301,523,324,148,111,74,55,107,276,188,111,86,26,53,157,277,140,56,32,15,,,,,,,,,,,,,, +6134,Swaziland,2007,,223,479,344,182,57,27,,411,576,232,98,39,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6135,Swaziland,2008,29,231,552,357,193,80,35,39,427,663,309,114,57,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6136,Swaziland,2009,26,221,637,417,208,109,45,54,459,759,353,121,57,32,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6137,Swaziland,2010,30,207,537,369,192,109,50,51,354,662,276,104,54,16,740,156,540,492,266,197,126,690,380,630,390,216,152,89,65,78,293,230,104,79,29,57,142,279,174,54,29,18,,,,,,,,,,,,,, +6138,Swaziland,2011,16,161,459,318,158,69,46,35,281,495,220,86,40,24,71,69,232,218,124,86,90,82,148,327,175,90,66,52,44,64,254,192,87,49,25,39,95,298,133,61,29,25,,,,,,,,,,,,,, +6139,Swaziland,2012,18,163,479,332,168,84,38,39,284,535,242,88,51,27,362,99,411,349,197,143,102,298,194,446,253,119,72,66,34,46,222,171,82,46,29,34,93,234,131,50,17,20,,,,,,,,,,,,,, +6140,Swaziland,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,340,302,1088,952,480,302,194,331,517,1087,562,267,156,113 +6141,Sweden,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6142,Sweden,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6143,Sweden,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6144,Sweden,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6145,Sweden,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6146,Sweden,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6147,Sweden,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6148,Sweden,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6149,Sweden,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6150,Sweden,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6151,Sweden,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6152,Sweden,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6153,Sweden,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6154,Sweden,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6155,Sweden,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6156,Sweden,1995,1,5,12,8,5,4,27,0,10,13,5,5,4,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6157,Sweden,1996,1,11,8,3,5,5,17,1,4,10,4,1,6,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6158,Sweden,1997,0,6,9,13,5,0,16,2,10,8,9,2,3,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6159,Sweden,1998,2,6,9,3,8,3,15,1,10,15,5,0,2,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6160,Sweden,1999,0,13,18,12,5,2,22,1,7,14,7,3,2,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6161,Sweden,2000,0,9,10,12,11,4,25,1,9,8,10,2,2,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6162,Sweden,2001,1,10,15,5,3,1,23,1,4,12,8,2,2,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6163,Sweden,2002,0,6,15,10,8,7,8,0,11,14,8,7,2,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6164,Sweden,2003,0,8,14,12,4,5,20,0,10,18,6,2,0,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6165,Sweden,2004,1,10,19,8,8,12,13,0,11,11,13,2,3,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6166,Sweden,2005,0,7,21,16,10,5,16,1,10,15,12,5,3,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6167,Sweden,2006,0,4,15,14,5,3,16,1,12,14,9,1,2,10,10,12,23,16,9,5,38,8,15,23,7,4,9,24,7,8,28,14,7,1,16,2,15,25,20,10,6,17,,,,,,,,,,,,,, +6168,Sweden,2007,0,7,20,10,5,3,9,1,5,11,8,4,1,12,17,15,18,9,12,11,16,9,17,25,14,7,5,23,4,9,26,17,8,2,11,0,12,23,23,11,7,7,,,,,,,,,,,,,, +6169,Sweden,2008,0,14,15,9,5,7,6,0,12,13,5,4,1,6,3,16,18,11,10,6,10,7,16,18,16,6,9,15,2,14,28,16,13,7,7,5,17,30,28,9,6,17,,,,,,,,,,,,,, +6170,Sweden,2009,0,14,16,10,7,5,11,1,9,10,6,5,2,11,8,19,28,10,13,9,16,4,14,15,13,5,9,14,8,17,40,17,8,5,9,4,31,26,23,8,10,18,,,,,,,,,,,,,, +6171,Sweden,2010,1,10,28,8,5,5,13,2,9,16,11,4,2,3,13,33,33,15,3,8,17,14,29,27,8,6,1,16,4,24,37,19,8,4,6,3,18,36,13,12,5,17,,,,,,,,,,,,,, +6172,Sweden,2011,1,14,15,12,8,3,8,0,12,9,10,2,2,3,13,22,40,12,4,4,15,9,14,15,11,6,6,9,4,26,33,13,7,5,2,2,13,31,17,11,5,1,,,,,,,,,,,,,, +6173,Sweden,2012,0,8,16,8,9,8,13,0,11,10,3,7,2,6,9,39,30,12,10,9,22,8,23,23,17,14,7,10,3,34,43,21,6,8,5,4,18,36,20,11,13,7,,,,,,,,,,,,,, +6174,Sweden,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18,94,93,40,20,25,34,30,48,90,33,39,16,30 +6175,Switzerland,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6176,Switzerland,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6177,Switzerland,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6178,Switzerland,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6179,Switzerland,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6180,Switzerland,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6181,Switzerland,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6182,Switzerland,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6183,Switzerland,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6184,Switzerland,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6185,Switzerland,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6186,Switzerland,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6187,Switzerland,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6188,Switzerland,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6189,Switzerland,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6190,Switzerland,1995,0,12,23,26,23,13,27,1,13,20,9,1,2,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6191,Switzerland,1996,1,12,28,27,17,17,22,0,6,18,4,4,4,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6192,Switzerland,1997,0,16,20,15,11,7,25,0,14,14,6,2,2,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6193,Switzerland,1998,0,15,30,26,12,10,23,1,11,15,6,4,1,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6194,Switzerland,1999,1,9,9,11,2,3,3,0,6,11,6,0,1,3,2,20,20,15,20,8,22,9,10,24,13,5,7,25,0,3,13,11,2,1,10,2,9,11,9,7,3,16,,,,,,,,,,,,,, +6195,Switzerland,2000,0,5,17,10,7,6,6,1,8,11,7,2,1,5,5,17,19,21,16,17,34,1,13,23,22,4,4,20,1,7,9,8,5,4,8,2,14,13,11,3,4,12,,,,,,,,,,,,,, +6196,Switzerland,2001,0,7,16,12,6,9,5,0,4,9,3,2,1,6,5,20,15,19,18,13,26,4,13,28,11,3,5,27,1,8,4,7,5,5,6,2,11,17,9,3,6,12,,,,,,,,,,,,,, +6197,Switzerland,2002,0,10,16,10,16,4,7,0,12,14,5,4,0,4,8,31,21,20,7,14,22,10,20,34,11,6,4,23,1,9,17,8,5,6,9,1,8,10,12,5,5,9,,,,,,,,,,,,,, +6198,Switzerland,2003,0,10,7,20,7,4,9,1,9,9,3,0,5,1,10,24,23,18,19,12,20,7,11,17,11,7,8,23,1,10,14,4,2,1,7,1,13,15,8,13,3,14,,,,,,,,,,,,,, +6199,Switzerland,2004,0,12,11,11,9,7,11,0,6,13,6,3,3,5,5,17,22,24,17,10,23,3,15,20,15,7,9,18,1,8,13,14,2,5,7,1,8,16,10,8,1,11,,,,,,,,,,,,,, +6200,Switzerland,2005,2,8,10,11,11,2,7,0,6,11,8,3,1,4,6,16,25,15,18,7,17,8,13,21,10,5,3,23,1,8,11,14,9,3,14,0,11,14,8,6,3,8,,,,,,,,,,,,,, +6201,Switzerland,2006,1,7,14,6,7,6,7,1,7,14,6,3,0,0,2,13,14,14,15,13,24,4,13,20,19,9,6,21,1,3,12,6,2,3,5,0,4,9,14,5,4,7,,,,,,,,,,,,,, +6202,Switzerland,2007,0,9,7,7,5,4,8,1,8,13,3,0,2,5,3,12,13,15,14,6,17,8,7,23,8,6,7,12,2,10,7,5,2,2,14,1,4,16,8,8,5,6,,,,,,,,,,,,,, +6203,Switzerland,2008,0,8,13,5,4,3,4,1,3,13,6,2,1,1,3,14,24,13,9,8,16,5,6,19,15,7,6,11,1,4,13,13,3,5,3,1,7,17,13,4,2,13,,,,,,,,,,,,,, +6204,Switzerland,2009,0,11,10,12,7,2,4,1,1,10,8,5,1,2,5,15,20,15,13,10,12,5,9,21,12,7,9,10,2,13,11,5,6,4,4,3,5,12,8,7,5,12,,,,,,,,,,,,,, +6205,Switzerland,2010,0,6,12,9,6,5,8,0,7,15,6,4,1,3,5,11,16,14,10,9,17,6,13,22,11,4,3,8,1,9,10,11,4,6,2,0,3,13,11,7,4,10,,,,,,,,,,,,,, +6206,Switzerland,2011,2,8,16,10,13,7,3,2,6,13,2,4,2,2,6,14,21,15,19,12,15,8,13,10,10,9,5,13,0,12,16,14,3,5,10,1,2,16,13,17,0,10,,,,,,,,,,,,,, +6207,Switzerland,2012,0,3,18,8,6,5,11,0,7,15,7,1,2,4,5,9,20,15,8,6,6,6,3,18,9,5,4,10,1,10,11,7,0,3,11,1,7,8,11,5,2,7,,,,,,,,,,,,,, +6208,Switzerland,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15,39,53,42,23,27,39,7,26,65,54,16,23,37 +6209,Syrian Arab Republic,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6210,Syrian Arab Republic,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6211,Syrian Arab Republic,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6212,Syrian Arab Republic,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6213,Syrian Arab Republic,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6214,Syrian Arab Republic,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6215,Syrian Arab Republic,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6216,Syrian Arab Republic,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6217,Syrian Arab Republic,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6218,Syrian Arab Republic,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6219,Syrian Arab Republic,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6220,Syrian Arab Republic,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6221,Syrian Arab Republic,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6222,Syrian Arab Republic,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6223,Syrian Arab Republic,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6224,Syrian Arab Republic,1995,13,332,255,111,70,59,50,22,158,97,53,44,37,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6225,Syrian Arab Republic,1996,11,390,290,110,90,69,60,12,200,107,57,51,45,31,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6226,Syrian Arab Republic,1997,6,337,295,118,74,52,52,23,201,112,47,31,36,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6227,Syrian Arab Republic,1998,5,335,293,111,93,48,50,20,197,99,43,49,18,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6228,Syrian Arab Republic,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6229,Syrian Arab Republic,2000,8,359,289,125,86,76,55,23,195,101,53,46,38,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6230,Syrian Arab Republic,2001,8,317,248,134,108,64,47,26,210,116,56,50,42,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6231,Syrian Arab Republic,2002,12,359,278,121,80,62,61,23,182,116,53,43,31,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6232,Syrian Arab Republic,2003,10,343,279,127,98,75,64,26,242,99,68,48,33,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6233,Syrian Arab Republic,2004,13,318,308,115,113,77,50,20,230,121,46,56,59,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6234,Syrian Arab Republic,2005,9,266,237,111,112,62,63,27,182,108,59,59,32,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6235,Syrian Arab Republic,2006,8,225,267,137,110,71,44,18,195,109,42,53,39,34,36,65,47,31,35,40,42,51,76,25,25,34,29,27,171,288,188,70,63,58,69,154,298,225,130,104,80,52,,,,,,,,,,,,,, +6236,Syrian Arab Republic,2007,7,198,222,123,74,49,59,14,148,106,41,43,30,41,31,73,86,56,52,26,45,44,103,52,37,26,42,33,188,288,202,90,57,56,75,198,345,244,133,120,95,78,,,,,,,,,,,,,, +6237,Syrian Arab Republic,2008,18,170,212,128,82,61,52,30,149,80,48,32,29,25,32,80,77,55,40,40,52,37,68,59,35,26,30,36,171,227,188,75,57,38,80,152,285,238,126,105,83,63,,,,,,,,,,,,,, +6238,Syrian Arab Republic,2009,10,172,212,121,97,74,47,17,167,82,41,44,34,25,21,76,65,53,54,47,55,43,81,39,38,40,31,32,155,203,179,92,67,61,77,164,336,273,154,126,82,67,,,,,,,,,,,,,, +6239,Syrian Arab Republic,2010,7,170,212,101,80,65,49,16,164,105,47,41,38,27,14,62,61,37,32,42,50,38,62,51,20,22,23,30,189,191,175,79,62,43,67,157,293,263,152,124,83,70,,,,,,,,,,,,,, +6240,Syrian Arab Republic,2011,8,139,195,116,81,49,45,20,113,97,56,35,36,37,23,39,51,30,33,31,31,19,52,30,14,21,8,11,267,172,181,58,64,44,47,215,247,254,126,109,61,70,,,,,,,,,,,,,, +6241,Syrian Arab Republic,2012,7,91,146,90,85,46,41,5,104,75,35,33,32,19,18,41,34,25,37,24,24,21,40,34,25,15,14,12,245,121,128,65,47,37,41,192,249,238,147,84,70,38,,,,,,,,,,,,,, +6242,Syrian Arab Republic,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,211,273,304,201,180,127,113,192,344,320,197,150,103,80 +6243,Tajikistan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6244,Tajikistan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6245,Tajikistan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6246,Tajikistan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6247,Tajikistan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6248,Tajikistan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6249,Tajikistan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6250,Tajikistan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6251,Tajikistan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6252,Tajikistan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6253,Tajikistan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6254,Tajikistan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6255,Tajikistan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6256,Tajikistan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6257,Tajikistan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6258,Tajikistan,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6259,Tajikistan,1996,4,22,25,23,12,12,4,5,18,26,46,20,11,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6260,Tajikistan,1997,8,16,38,26,18,12,8,7,17,33,24,17,12,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6261,Tajikistan,1998,9,67,90,48,18,22,10,2,33,60,37,21,10,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6262,Tajikistan,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6263,Tajikistan,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6264,Tajikistan,2001,8,129,152,89,43,17,16,0,61,83,62,25,11,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6265,Tajikistan,2002,7,134,133,66,45,28,19,6,69,84,46,29,15,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6266,Tajikistan,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6267,Tajikistan,2004,7,146,90,58,34,12,10,11,77,59,41,23,17,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6268,Tajikistan,2005,8,308,279,164,104,54,48,26,225,185,151,89,43,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6269,Tajikistan,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6270,Tajikistan,2007,13,413,361,194,132,63,65,21,329,243,154,92,61,87,61,444,320,186,122,54,51,65,235,220,135,103,71,53,228,386,167,96,52,27,36,197,172,150,90,69,40,23,,,,,,,,,,,,,, +6271,Tajikistan,2008,7,437,358,165,113,52,64,25,290,211,121,101,40,73,70,447,343,194,149,69,71,61,258,229,158,121,68,47,222,435,191,114,77,27,27,162,162,119,90,72,50,25,,,,,,,,,,,,,, +6272,Tajikistan,2009,4,407,322,173,107,78,58,12,253,223,111,92,60,72,59,461,363,182,108,60,56,47,257,258,141,104,74,38,188,389,174,95,80,30,33,146,178,130,93,71,41,36,,,,,,,,,,,,,, +6273,Tajikistan,2010,12,398,366,214,129,93,74,23,320,272,111,109,87,82,51,432,283,174,119,64,62,62,251,216,122,96,62,44,189,262,173,88,72,40,31,154,249,165,78,68,35,27,,,,,,,,,,,,,, +6274,Tajikistan,2011,8,343,365,181,128,75,77,31,314,229,104,100,105,114,71,417,309,188,124,84,62,66,248,227,116,114,67,55,241,321,151,78,60,32,32,152,158,148,82,68,56,34,,,,,,,,,,,,,, +6275,Tajikistan,2012,8,346,320,169,124,75,72,16,243,243,105,99,94,127,50,380,325,163,104,68,59,42,192,193,120,100,72,43,138,301,157,92,61,47,33,106,186,164,85,81,46,35,,,,,,,,,,,,,, +6276,Tajikistan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,205,949,779,399,280,207,176,184,621,564,295,258,224,165 +6277,Thailand,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6278,Thailand,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6279,Thailand,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6280,Thailand,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6281,Thailand,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6282,Thailand,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6283,Thailand,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6284,Thailand,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6285,Thailand,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6286,Thailand,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6287,Thailand,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6288,Thailand,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6289,Thailand,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6290,Thailand,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6291,Thailand,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6292,Thailand,1995,59,1191,2936,2948,2434,2607,2346,52,741,888,782,936,1175,1178,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6293,Thailand,1996,54,1088,2857,2496,1935,2004,1772,50,598,844,683,718,918,980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6294,Thailand,1997,53,864,2336,2101,1488,1434,1326,38,545,725,504,475,633,690,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6295,Thailand,1998,11,427,1153,1098,892,945,985,17,297,401,317,386,475,558,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6296,Thailand,1999,20,791,2123,2015,1702,1705,1795,30,511,771,676,750,879,1164,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6297,Thailand,2000,27,859,2570,2380,2117,1908,2213,32,624,1035,780,873,1016,1321,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6298,Thailand,2001,37,1868,5192,4516,3269,2617,2912,58,999,1550,1231,1251,1265,1777,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6299,Thailand,2002,35,1352,3805,3699,3155,2556,3077,61,897,1525,1212,1143,1307,1769,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6300,Thailand,2003,41,1636,4615,4259,3497,2740,3241,49,944,1678,1350,1279,1264,1866,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6301,Thailand,2004,46,1421,4211,4542,3831,2787,3379,50,951,1602,1335,1217,1203,1846,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6302,Thailand,2005,44,1344,3814,4393,4003,2831,3407,57,907,1662,1334,1367,1259,1938,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6303,Thailand,2006,43,1276,3732,4664,4055,3084,3732,65,884,1542,1379,1349,1287,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6304,Thailand,2007,48,1261,3398,4487,4168,3122,3748,50,885,1481,1418,1302,1281,1938,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6305,Thailand,2008,66,1222,3374,4425,4164,3167,3836,77,865,1513,1345,1407,1276,2051,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6306,Thailand,2009,43,1348,3484,4692,4921,3597,4282,80,1137,2032,1781,1633,1493,2287,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6307,Thailand,2010,55,1506,3695,5253,5042,3625,4189,82,1087,1930,1749,1467,1494,2276,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6308,Thailand,2011,38,1546,3650,5139,5140,3734,4080,76,1214,1773,1658,1586,1402,2133,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6309,Thailand,2012,35,1444,3277,4705,4867,3780,3863,82,995,1491,1613,1424,1364,2058,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6310,Thailand,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6311,The Former Yugoslav Republic of Macedonia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6312,The Former Yugoslav Republic of Macedonia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6313,The Former Yugoslav Republic of Macedonia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6314,The Former Yugoslav Republic of Macedonia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6315,The Former Yugoslav Republic of Macedonia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6316,The Former Yugoslav Republic of Macedonia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6317,The Former Yugoslav Republic of Macedonia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6318,The Former Yugoslav Republic of Macedonia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6319,The Former Yugoslav Republic of Macedonia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6320,The Former Yugoslav Republic of Macedonia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6321,The Former Yugoslav Republic of Macedonia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6322,The Former Yugoslav Republic of Macedonia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6323,The Former Yugoslav Republic of Macedonia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6324,The Former Yugoslav Republic of Macedonia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6325,The Former Yugoslav Republic of Macedonia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6326,The Former Yugoslav Republic of Macedonia,1995,2,15,42,45,33,29,24,2,32,30,20,11,17,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6327,The Former Yugoslav Republic of Macedonia,1996,5,17,20,35,16,25,22,3,15,25,17,9,19,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6328,The Former Yugoslav Republic of Macedonia,1997,1,8,21,25,24,21,21,1,14,19,13,6,7,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6329,The Former Yugoslav Republic of Macedonia,1998,3,14,19,56,18,21,13,5,16,18,8,8,6,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6330,The Former Yugoslav Republic of Macedonia,1999,1,11,10,19,27,15,5,1,7,9,5,1,10,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6331,The Former Yugoslav Republic of Macedonia,2000,5,8,14,20,19,20,14,1,15,14,17,5,5,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6332,The Former Yugoslav Republic of Macedonia,2001,1,10,17,17,15,21,16,1,17,18,14,7,3,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6333,The Former Yugoslav Republic of Macedonia,2002,2,20,17,28,31,22,7,3,18,24,12,4,6,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6334,The Former Yugoslav Republic of Macedonia,2003,1,20,23,35,28,17,17,0,16,16,9,9,1,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6335,The Former Yugoslav Republic of Macedonia,2004,2,12,18,19,33,21,15,0,15,20,19,6,3,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6336,The Former Yugoslav Republic of Macedonia,2005,2,14,20,23,20,18,13,2,17,13,10,7,5,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6337,The Former Yugoslav Republic of Macedonia,2006,0,15,15,25,37,18,7,3,16,9,9,6,7,11,32,20,7,13,23,12,29,29,13,7,8,8,6,11,6,10,8,6,7,7,7,8,11,11,18,8,12,14,,,,,,,,,,,,,, +6338,The Former Yugoslav Republic of Macedonia,2007,1,12,22,27,46,21,19,4,11,12,9,4,4,8,32,12,14,15,21,16,16,7,10,6,6,7,6,9,5,12,7,6,8,5,9,6,8,14,11,8,5,13,,,,,,,,,,,,,, +6339,The Former Yugoslav Republic of Macedonia,2008,1,18,21,13,25,15,15,2,24,15,14,8,7,10,13,12,9,8,8,10,16,19,11,3,5,5,6,8,3,16,11,6,5,7,8,2,5,11,9,5,11,8,,,,,,,,,,,,,, +6340,The Former Yugoslav Republic of Macedonia,2009,1,28,24,30,23,13,14,2,14,16,10,4,5,14,8,6,9,11,6,3,11,11,9,9,6,2,5,7,4,15,9,6,7,1,9,5,14,10,5,11,9,11,,,,,,,,,,,,,, +6341,The Former Yugoslav Republic of Macedonia,2010,0,6,19,24,24,12,11,0,9,12,7,7,4,6,6,10,12,10,17,12,14,14,9,7,5,8,4,7,9,8,6,7,3,1,9,4,4,9,7,7,10,8,,,,,,,,,,,,,, +6342,The Former Yugoslav Republic of Macedonia,2011,3,17,11,19,21,10,6,1,14,9,6,3,1,11,12,5,5,4,8,8,11,8,7,10,1,3,7,10,3,8,0,3,9,2,7,6,4,6,5,6,8,9,,,,,,,,,,,,,, +6343,The Former Yugoslav Republic of Macedonia,2012,0,16,14,12,19,15,13,0,12,14,9,6,10,7,10,3,8,5,12,7,12,13,7,3,3,6,1,5,3,11,3,6,8,8,9,3,8,4,4,3,0,8,,,,,,,,,,,,,, +6344,The Former Yugoslav Republic of Macedonia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12,14,30,32,46,39,41,11,12,15,14,15,17,20 +6345,Timor-Leste,2002,13,119,145,119,107,58,35,20,118,124,88,91,40,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6346,Timor-Leste,2003,5,130,135,107,98,66,41,13,98,116,76,76,43,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6347,Timor-Leste,2004,5,133,134,95,99,65,48,19,109,116,83,51,27,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6348,Timor-Leste,2005,8,136,149,116,119,52,47,8,127,90,76,60,18,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6349,Timor-Leste,2006,1,128,115,103,75,48,49,8,102,76,82,63,34,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6350,Timor-Leste,2007,4,128,129,89,77,69,65,10,120,98,89,76,36,31,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6351,Timor-Leste,2008,6,115,88,93,73,52,54,4,87,72,85,67,35,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6352,Timor-Leste,2009,8,158,120,94,88,75,106,9,124,127,105,69,63,60,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6353,Timor-Leste,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6354,Timor-Leste,2011,14,199,177,137,114,99,146,16,176,182,113,85,77,75,366,,,,,,,282,,,,,,,51,,,,,,,55,,,,,,,,,,,,,,,,,,,, +6355,Timor-Leste,2012,7,196,172,128,119,114,129,12,154,143,120,75,84,92,171,,,,,,,163,,,,,,,62,,,,,,,56,,,,,,,,,,,,,,,,,,,, +6356,Timor-Leste,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,167,,,,,,,173,,,,,, +6357,Togo,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6358,Togo,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6359,Togo,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6360,Togo,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6361,Togo,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6362,Togo,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6363,Togo,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6364,Togo,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6365,Togo,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6366,Togo,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6367,Togo,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6368,Togo,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6369,Togo,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6370,Togo,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6371,Togo,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6372,Togo,1995,7,95,151,123,82,64,49,9,80,96,45,38,23,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6373,Togo,1996,11,95,153,134,89,37,50,12,89,117,45,45,15,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6374,Togo,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6375,Togo,1998,13,85,177,136,86,48,36,15,95,113,52,36,17,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6376,Togo,1999,11,92,169,124,80,42,37,7,88,123,64,32,25,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6377,Togo,2000,4,101,168,144,109,48,39,13,107,124,50,36,24,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6378,Togo,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6379,Togo,2002,10,140,239,166,104,55,40,12,125,148,79,43,29,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6380,Togo,2003,10,126,229,192,120,66,57,15,102,149,80,55,26,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6381,Togo,2004,9,145,286,233,143,69,66,12,150,205,103,55,37,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6382,Togo,2005,11,177,320,283,125,79,69,23,157,236,146,67,41,32,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6383,Togo,2006,15,174,358,344,183,94,79,29,214,268,170,96,58,49,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6384,Togo,2007,7,156,309,276,170,73,66,17,184,256,150,67,35,30,194,,,,,,,,,,,,,,356,,,,,,,,,,,,,,,,,,,,,,,,,,, +6385,Togo,2008,15,194,379,338,214,113,78,29,202,302,170,94,47,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6386,Togo,2009,15,168,378,331,233,130,89,27,197,288,166,86,42,46,8,7,19,29,24,16,14,11,13,28,13,15,10,6,17,20,40,41,36,22,13,17,20,21,30,33,15,0,,,,,,,,,,,,,, +6387,Togo,2010,21,150,350,358,217,116,80,39,163,285,148,78,62,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6388,Togo,2011,15,169,340,350,234,123,85,11,167,277,146,89,50,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6389,Togo,2012,9,171,338,341,237,121,87,17,165,287,154,109,48,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6390,Togo,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,41,216,401,412,307,158,92,44,191,300,190,125,70,53 +6391,Tokelau,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6392,Tokelau,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6393,Tokelau,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6394,Tokelau,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6395,Tokelau,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6396,Tokelau,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6397,Tokelau,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6398,Tokelau,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6399,Tokelau,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6400,Tokelau,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6401,Tokelau,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6402,Tokelau,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6403,Tokelau,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6404,Tokelau,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6405,Tokelau,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6406,Tokelau,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6407,Tokelau,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6408,Tokelau,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6409,Tokelau,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6410,Tokelau,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6411,Tokelau,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6412,Tokelau,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6413,Tokelau,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6414,Tokelau,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6415,Tokelau,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6416,Tokelau,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6417,Tokelau,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6418,Tokelau,2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6419,Tokelau,2008,,0,0,0,0,0,,,0,0,0,0,0,0,,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6420,Tokelau,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6421,Tokelau,2010,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6422,Tokelau,2011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6423,Tokelau,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6424,Tokelau,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +6425,Tonga,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6426,Tonga,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6427,Tonga,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6428,Tonga,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6429,Tonga,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6430,Tonga,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6431,Tonga,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6432,Tonga,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6433,Tonga,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6434,Tonga,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6435,Tonga,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6436,Tonga,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6437,Tonga,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6438,Tonga,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6439,Tonga,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6440,Tonga,1995,0,1,0,0,0,1,2,0,0,1,1,0,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6441,Tonga,1996,0,1,1,2,0,6,0,0,1,1,1,0,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6442,Tonga,1997,0,2,1,1,0,1,2,0,4,0,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6443,Tonga,1998,0,2,3,1,2,1,2,1,1,0,0,0,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6444,Tonga,1999,0,1,0,0,1,3,2,0,1,0,0,0,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6445,Tonga,2000,,2,1,1,,1,5,,1,1,1,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6446,Tonga,2001,0,0,1,0,0,2,1,0,0,2,1,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6447,Tonga,2002,,1,,,4,,10,,1,1,1,,1,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6448,Tonga,2003,0,1,1,1,1,0,2,0,1,0,1,1,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6449,Tonga,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6450,Tonga,2005,0,2,1,0,2,1,0,0,2,1,0,0,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6451,Tonga,2006,0,1,0,0,1,2,4,0,1,1,2,0,0,2,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6452,Tonga,2007,0,2,1,0,0,1,5,0,3,1,1,0,0,0,1,0,1,1,0,0,1,0,1,0,0,0,0,0,0,1,2,0,0,1,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6453,Tonga,2008,0,2,0,2,2,1,1,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,,,,,,,,,,,,,, +6454,Tonga,2009,0,0,0,1,1,0,0,0,0,1,0,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6455,Tonga,2010,0,0,0,1,0,1,3,0,0,0,0,1,0,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,,,,,,,,,,,,,, +6456,Tonga,2011,0,0,1,0,0,0,1,2,0,1,1,0,0,0,0,0,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6457,Tonga,2012,0,0,0,0,2,0,2,0,2,0,0,1,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,,,,,,,,,,,,,, +6458,Tonga,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,2,0,0,1,1,0,0,0,3,1,2 +6459,Trinidad and Tobago,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6460,Trinidad and Tobago,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6461,Trinidad and Tobago,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6462,Trinidad and Tobago,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6463,Trinidad and Tobago,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6464,Trinidad and Tobago,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6465,Trinidad and Tobago,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6466,Trinidad and Tobago,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6467,Trinidad and Tobago,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6468,Trinidad and Tobago,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6469,Trinidad and Tobago,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6470,Trinidad and Tobago,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6471,Trinidad and Tobago,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6472,Trinidad and Tobago,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6473,Trinidad and Tobago,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6474,Trinidad and Tobago,1995,2,6,15,10,12,7,4,0,6,4,2,5,3,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6475,Trinidad and Tobago,1996,0,4,7,9,9,6,6,0,5,5,5,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6476,Trinidad and Tobago,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6477,Trinidad and Tobago,1998,0,9,12,21,14,9,8,1,5,3,5,2,5,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6478,Trinidad and Tobago,1999,0,11,18,13,8,5,6,0,4,6,7,3,4,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6479,Trinidad and Tobago,2000,0,7,18,27,17,7,7,0,5,7,9,5,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6480,Trinidad and Tobago,2001,5,10,21,36,24,17,18,5,10,11,15,9,9,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6481,Trinidad and Tobago,2002,0,8,13,20,12,12,3,0,4,11,3,2,0,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6482,Trinidad and Tobago,2003,0,9,13,10,13,10,6,1,2,2,0,8,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6483,Trinidad and Tobago,2004,,3,10,24,7,10,7,2,3,8,1,5,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6484,Trinidad and Tobago,2005,0,10,11,13,21,10,3,0,4,9,3,5,4,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6485,Trinidad and Tobago,2006,2,7,27,23,20,16,12,1,3,10,5,4,8,23,3,2,10,11,14,8,1,3,1,1,3,2,,1,,,3,5,3,,2,,,3,1,,,,,,,,,,,,,,,,, +6486,Trinidad and Tobago,2007,1,10,16,21,28,18,5,0,5,7,7,4,3,5,2,2,2,9,10,9,9,3,2,1,1,2,1,1,1,2,2,4,2,3,0,0,0,0,2,2,1,0,,,,,,,,,,,,,, +6487,Trinidad and Tobago,2008,2,9,15,19,34,29,14,1,11,12,4,8,4,7,9,4,13,7,14,12,15,1,5,6,2,5,3,1,0,0,0,4,2,0,1,0,0,1,0,1,0,0,,,,,,,,,,,,,, +6488,Trinidad and Tobago,2009,2,6,18,26,20,25,13,2,4,11,9,9,4,5,3,3,6,10,21,7,14,7,5,2,4,4,2,3,1,0,2,1,7,2,1,2,0,1,1,1,0,0,,,,,,,,,,,,,, +6489,Trinidad and Tobago,2010,0,11,21,17,32,20,8,0,4,7,7,5,2,2,5,2,7,6,9,10,2,0,2,4,1,3,1,6,3,1,3,1,1,2,0,0,3,2,1,2,1,0,,,,,,,,,,,,,, +6490,Trinidad and Tobago,2011,1,14,27,13,15,16,7,1,6,7,3,4,2,5,4,3,12,11,7,9,6,1,4,2,3,9,1,5,0,2,4,2,2,0,0,0,4,0,1,2,1,1,,,,,,,,,,,,,, +6491,Trinidad and Tobago,2012,0,7,31,22,28,12,11,2,9,11,10,8,4,12,2,2,7,9,12,14,17,0,1,5,4,4,2,2,2,2,1,1,2,2,0,1,1,3,1,0,1,2,,,,,,,,,,,,,, +6492,Trinidad and Tobago,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6,14,48,41,36,26,24,7,5,14,7,5,7,10 +6493,Tunisia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6494,Tunisia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6495,Tunisia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6496,Tunisia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6497,Tunisia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6498,Tunisia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6499,Tunisia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6500,Tunisia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6501,Tunisia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6502,Tunisia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6503,Tunisia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6504,Tunisia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6505,Tunisia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6506,Tunisia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6507,Tunisia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6508,Tunisia,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6509,Tunisia,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6510,Tunisia,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6511,Tunisia,1998,11,134,206,155,108,88,95,12,80,65,43,39,43,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6512,Tunisia,1999,18,137,221,181,106,88,129,15,80,76,62,40,29,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6513,Tunisia,2000,16,139,208,156,109,65,101,7,68,59,43,21,21,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6514,Tunisia,2001,23,141,185,157,103,83,100,9,62,42,47,30,42,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6515,Tunisia,2002,1,112,184,153,99,67,65,6,55,50,36,28,34,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6516,Tunisia,2003,3,100,164,129,95,66,74,7,57,56,36,34,24,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6517,Tunisia,2004,9,100,181,128,123,62,91,7,44,55,39,47,19,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6518,Tunisia,2005,5,103,172,133,115,53,81,7,66,61,39,36,16,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6519,Tunisia,2006,5,125,174,119,111,58,85,3,53,52,33,33,33,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6520,Tunisia,2007,1,124,171,117,104,71,75,11,69,54,42,28,29,45,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6521,Tunisia,2008,6,130,188,118,125,80,59,7,68,57,35,24,18,52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6522,Tunisia,2009,6,80,175,122,134,71,81,7,52,55,43,42,18,45,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6523,Tunisia,2010,9,115,194,170,125,93,88,4,64,64,39,34,40,52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6524,Tunisia,2011,6,110,194,118,126,108,63,10,60,60,50,44,35,47,1,24,29,19,19,23,34,0,20,14,17,21,11,14,59,107,127,75,88,49,66,67,165,209,191,155,142,113,,,,,,,,,,,,,, +6525,Tunisia,2012,10,88,191,149,114,93,88,7,51,56,46,48,46,72,2,19,39,35,23,30,31,4,13,16,18,16,16,20,87,124,123,99,105,74,80,94,200,225,189,186,162,105,,,,,,,,,,,,,, +6526,Tunisia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,91,210,360,288,216,182,177,105,239,349,230,228,189,171 +6527,Turkey,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6528,Turkey,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6529,Turkey,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6530,Turkey,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6531,Turkey,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6532,Turkey,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6533,Turkey,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6534,Turkey,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6535,Turkey,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6536,Turkey,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6537,Turkey,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6538,Turkey,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6539,Turkey,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6540,Turkey,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6541,Turkey,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6542,Turkey,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6543,Turkey,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6544,Turkey,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6545,Turkey,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6546,Turkey,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6547,Turkey,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6548,Turkey,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6549,Turkey,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6550,Turkey,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6551,Turkey,2004,0,50,38,50,41,28,19,2,24,21,8,4,7,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6552,Turkey,2005,33,1148,1295,1028,963,534,429,50,699,474,243,175,166,213,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6553,Turkey,2006,40,1212,1391,1003,1045,575,473,56,769,507,235,155,149,256,271,727,693,511,426,321,346,272,531,365,194,120,122,170,227,759,581,349,265,210,266,247,610,576,446,386,339,348,,,,,,,,,,,,,, +6554,Turkey,2007,50,1091,1245,984,978,571,512,63,708,531,246,165,128,255,239,649,636,419,390,251,301,207,516,332,172,135,96,149,201,735,601,347,267,212,288,192,597,613,466,473,415,383,,,,,,,,,,,,,, +6555,Turkey,2008,48,940,1090,953,947,607,453,57,653,485,233,152,139,236,227,617,600,379,344,287,281,226,459,339,170,121,109,166,211,591,535,319,278,232,274,180,510,588,461,431,409,423,,,,,,,,,,,,,, +6556,Turkey,2009,34,817,986,729,865,500,432,36,479,469,171,137,127,225,211,554,558,375,384,260,310,248,452,341,174,137,121,164,210,563,505,321,288,232,295,201,545,586,458,513,463,467,,,,,,,,,,,,,, +6557,Turkey,2010,23,631,779,703,778,514,407,33,485,384,193,141,101,203,246,476,500,362,367,273,313,222,450,359,140,138,147,198,205,502,478,363,301,275,335,150,490,587,458,509,475,489,,,,,,,,,,,,,, +6558,Turkey,2011,22,550,693,608,696,482,412,25,409,385,195,117,121,212,212,441,452,343,331,314,310,212,380,298,150,127,159,196,140,519,468,311,307,325,353,133,426,602,496,501,493,491,,,,,,,,,,,,,, +6559,Turkey,2012,20,507,655,575,650,476,398,30,369,308,168,97,105,227,170,396,434,330,334,340,363,174,349,288,175,118,133,225,151,449,462,346,298,261,293,127,364,544,419,474,442,491,,,,,,,,,,,,,, +6560,Turkey,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,282,1276,1313,1175,1378,1114,1151,299,998,1136,743,663,682,960 +6561,Turkmenistan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6562,Turkmenistan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6563,Turkmenistan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6564,Turkmenistan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6565,Turkmenistan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6566,Turkmenistan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6567,Turkmenistan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6568,Turkmenistan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6569,Turkmenistan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6570,Turkmenistan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6571,Turkmenistan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6572,Turkmenistan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6573,Turkmenistan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6574,Turkmenistan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6575,Turkmenistan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6576,Turkmenistan,1995,1,11,188,0,79,30,0,2,15,146,0,47,25,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6577,Turkmenistan,1996,0,15,114,101,44,37,23,2,12,75,72,25,19,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6578,Turkmenistan,1997,2,14,208,77,90,69,10,0,10,95,75,47,45,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6579,Turkmenistan,1998,0,100,210,131,64,48,12,2,59,69,43,28,16,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6580,Turkmenistan,1999,5,129,225,174,77,43,17,2,51,103,65,32,27,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6581,Turkmenistan,2000,16,103,185,144,127,31,21,19,73,140,76,31,34,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6582,Turkmenistan,2001,1,169,295,196,93,46,21,3,113,137,70,40,32,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6583,Turkmenistan,2002,2,164,249,224,112,38,21,3,113,143,74,57,34,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6584,Turkmenistan,2003,3,148,265,212,112,37,14,5,94,139,84,42,21,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6585,Turkmenistan,2004,0,129,250,174,123,37,12,2,90,128,68,45,26,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6586,Turkmenistan,2005,2,148,181,146,97,51,13,3,100,101,72,46,27,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6587,Turkmenistan,2006,0,140,273,191,120,33,18,5,107,115,72,34,24,23,8,140,180,126,71,35,12,7,87,100,62,24,24,12,9,38,42,28,15,14,4,9,18,23,30,12,10,4,,,,,,,,,,,,,, +6588,Turkmenistan,2007,2,176,272,224,137,56,23,6,129,132,81,69,36,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6589,Turkmenistan,2008,3,176,235,201,164,56,24,4,126,146,81,56,29,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6590,Turkmenistan,2009,0,178,223,221,155,59,32,5,146,119,90,65,47,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6591,Turkmenistan,2010,1,130,212,183,141,51,26,2,112,112,74,46,38,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6592,Turkmenistan,2011,0,117,179,167,134,91,23,1,113,115,94,50,33,20,26,93,151,149,123,71,15,24,103,95,79,42,20,12,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6593,Turkmenistan,2012,1,111,200,171,135,62,20,0,137,120,56,64,37,33,22,204,170,131,93,43,11,21,112,142,61,63,37,7,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6594,Turkmenistan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6595,Turks and Caicos Islands,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6596,Turks and Caicos Islands,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6597,Turks and Caicos Islands,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6598,Turks and Caicos Islands,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6599,Turks and Caicos Islands,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6600,Turks and Caicos Islands,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6601,Turks and Caicos Islands,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6602,Turks and Caicos Islands,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6603,Turks and Caicos Islands,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6604,Turks and Caicos Islands,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6605,Turks and Caicos Islands,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6606,Turks and Caicos Islands,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6607,Turks and Caicos Islands,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6608,Turks and Caicos Islands,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6609,Turks and Caicos Islands,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6610,Turks and Caicos Islands,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6611,Turks and Caicos Islands,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6612,Turks and Caicos Islands,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6613,Turks and Caicos Islands,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6614,Turks and Caicos Islands,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6615,Turks and Caicos Islands,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6616,Turks and Caicos Islands,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6617,Turks and Caicos Islands,2002,,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6618,Turks and Caicos Islands,2003,0,0,2,0,0,0,0,0,0,2,0,2,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6619,Turks and Caicos Islands,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6620,Turks and Caicos Islands,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6621,Turks and Caicos Islands,2006,0,1,1,0,0,0,0,0,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6622,Turks and Caicos Islands,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6623,Turks and Caicos Islands,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6624,Turks and Caicos Islands,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6625,Turks and Caicos Islands,2010,0,0,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6626,Turks and Caicos Islands,2011,0,2,3,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6627,Turks and Caicos Islands,2012,0,0,,2,0,0,0,0,0,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,,,,,,,,,,,,,, +6628,Turks and Caicos Islands,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,,1,,, +6629,Tuvalu,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6630,Tuvalu,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6631,Tuvalu,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6632,Tuvalu,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6633,Tuvalu,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6634,Tuvalu,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6635,Tuvalu,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6636,Tuvalu,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6637,Tuvalu,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6638,Tuvalu,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6639,Tuvalu,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6640,Tuvalu,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6641,Tuvalu,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6642,Tuvalu,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6643,Tuvalu,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6644,Tuvalu,1995,1,0,1,0,0,1,0,0,1,1,0,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6645,Tuvalu,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6646,Tuvalu,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6647,Tuvalu,1998,1,,3,2,,1,1,6,,1,1,1,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6648,Tuvalu,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6649,Tuvalu,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6650,Tuvalu,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6651,Tuvalu,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6652,Tuvalu,2003,4,2,0,1,6,0,0,0,3,0,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6653,Tuvalu,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6654,Tuvalu,2005,,,,,1,1,,,1,,,,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6655,Tuvalu,2006,0,1,0,0,0,0,0,0,1,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,2,1,0,1,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6656,Tuvalu,2007,1,1,0,2,0,0,2,2,0,0,0,1,3,0,,,,,,,,,1,,,,,,2,,,,,,,,,,,,,,,,,,,,,,,,,,, +6657,Tuvalu,2008,2,2,1,0,1,0,0,0,1,2,2,1,0,0,0,0,1,1,1,0,0,1,0,0,1,0,0,0,0,1,1,0,0,0,0,1,0,0,0,0,0,0,,,,,,,,,,,,,, +6658,Tuvalu,2009,,1,,1,,,,1,,,1,2,1,1,,,,,,,,,,,,,,,3,2,,1,,,,1,1,,1,,,,,,,,,,,,,,,,, +6659,Tuvalu,2010,0,1,0,0,1,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,5,0,0,0,0,0,1,0,0,0,0,0,0,1,,,,,,,,,,,,,, +6660,Tuvalu,2011,1,1,,,,1,,,,,,1,,,,,,2,1,,,1,,,,,,,1,1,1,,,,,1,,,,,,,,,,,,,,,,,,,, +6661,Tuvalu,2012,,1,,1,1,,,2,1,,,2,,,,,,,1,,1,,,,,,,,2,1,1,1,1,,1,,,1,,,1,,,,,,,,,,,,,,, +6662,Tuvalu,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,4,1,0,2,2,2,1,2,1,0,3,0,0 +6663,Uganda,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6664,Uganda,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6665,Uganda,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6666,Uganda,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6667,Uganda,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6668,Uganda,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6669,Uganda,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6670,Uganda,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6671,Uganda,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6672,Uganda,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6673,Uganda,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6674,Uganda,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6675,Uganda,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6676,Uganda,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6677,Uganda,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6678,Uganda,1995,370,1193,2491,1797,1115,602,323,402,1376,1845,1104,635,312,113,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6679,Uganda,1996,372,1271,2706,2026,1252,646,353,455,1482,2099,1246,728,379,160,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6680,Uganda,1997,340,1485,3278,2919,1439,733,353,375,1700,2489,1368,812,379,131,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6681,Uganda,1998,334,1512,3672,2491,1429,676,428,467,1682,2760,1441,744,395,191,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6682,Uganda,1999,310,1510,3475,2526,1354,613,413,434,1654,2591,1415,680,331,162,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6683,Uganda,2000,283,1511,3497,2479,1279,607,395,400,1649,2782,1510,671,316,163,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6684,Uganda,2001,231,1461,3483,2540,1242,638,392,334,1603,2656,1528,703,292,180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6685,Uganda,2002,259,1503,3783,2865,1399,723,465,371,1689,3011,1708,765,374,184,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6686,Uganda,2003,261,1643,4142,3011,1578,719,501,377,1770,3176,1815,749,356,214,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6687,Uganda,2004,284,1803,4222,3269,1599,810,525,371,1803,3110,1780,812,358,193,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6688,Uganda,2005,257,1598,4075,3209,1576,725,539,371,1811,3099,1800,818,389,257,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6689,Uganda,2006,255,1624,4084,3391,1591,718,511,363,1792,2909,1736,812,332,238,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6690,Uganda,2007,234,1741,4406,3551,1681,766,505,343,1874,3008,1742,824,382,246,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6691,Uganda,2008,269,1953,4697,3922,1981,875,565,382,2006,2985,1749,862,314,206,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6692,Uganda,2009,250,1853,4816,4115,2089,901,578,372,2151,2919,1673,811,369,216,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6693,Uganda,2010,268,2055,4735,4133,2214,905,613,401,1964,2923,1691,924,365,248,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6694,Uganda,2011,295,2075,5044,4613,2466,994,604,400,2092,2853,1809,973,409,313,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6695,Uganda,2012,272,2174,5029,4493,2479,1015,633,364,2194,2912,1733,864,419,281,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6696,Uganda,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,263,2135,5323,4624,2490,1026,714,386,2160,2830,1756,910,450,341 +6697,Ukraine,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6698,Ukraine,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6699,Ukraine,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6700,Ukraine,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6701,Ukraine,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6702,Ukraine,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6703,Ukraine,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6704,Ukraine,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6705,Ukraine,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6706,Ukraine,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6707,Ukraine,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6708,Ukraine,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6709,Ukraine,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6710,Ukraine,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6711,Ukraine,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6712,Ukraine,1995,10,385,1076,2064,1515,1087,437,21,314,380,327,182,185,280,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6713,Ukraine,1996,9,569,1199,2318,1704,1264,544,13,379,410,397,196,192,370,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6714,Ukraine,1997,12,623,1310,2107,1718,1141,555,22,383,474,359,256,126,377,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6715,Ukraine,1998,24,687,1500,2460,1873,1140,576,36,468,556,431,248,194,393,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6716,Ukraine,1999,11,661,1463,2351,1825,1067,557,25,485,577,478,297,222,393,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6717,Ukraine,2000,21,693,1552,2385,2007,1062,532,41,487,590,447,298,218,405,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6718,Ukraine,2001,9,757,1721,2720,2393,1050,559,18,544,649,525,354,235,418,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6719,Ukraine,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6720,Ukraine,2003,10,850,2033,2808,2634,983,617,29,514,745,557,363,221,421,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6721,Ukraine,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6722,Ukraine,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6723,Ukraine,2006,8,926,2522,2979,2714,1087,568,16,600,909,704,446,246,481,,,,,,,,,,,,,,,256,398,553,474,379,216,191,183,295,359,280,283,173,254,,,,,,,,,,,,,, +6724,Ukraine,2007,14,1556,4507,5206,5024,2130,1090,7,982,1661,1314,855,438,861,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6725,Ukraine,2008,9,901,2696,2859,2769,1140,574,24,585,979,762,544,255,477,72,1373,2961,2720,2722,1353,912,104,1072,1515,1029,746,391,535,221,311,530,427,342,195,154,151,199,315,255,192,156,212,,,,,,,,,,,,,, +6726,Ukraine,2009,15,953,2506,2656,2384,1073,570,15,531,986,717,470,254,502,91,1340,2761,2442,2170,1251,802,112,991,1433,955,701,377,508,176,253,626,499,353,208,141,171,218,327,287,233,163,203,,,,,,,,,,,,,, +6727,Ukraine,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,175,233,509,439,289,178,138,127,183,327,246,186,161,164,,,,,,,,,,,,,, +6728,Ukraine,2011,8,539,1991,2209,1796,881,377,11,348,741,603,388,230,380,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6729,Ukraine,2012,9,546,2028,2393,1926,965,389,10,334,771,609,401,218,431,99,1020,2949,2713,2190,1310,749,105,891,1617,1162,722,440,492,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6730,Ukraine,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,324,1500,5578,6555,5255,2994,1435,314,1274,2906,2309,1506,953,1241 +6731,United Arab Emirates,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6732,United Arab Emirates,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6733,United Arab Emirates,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6734,United Arab Emirates,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6735,United Arab Emirates,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6736,United Arab Emirates,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6737,United Arab Emirates,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6738,United Arab Emirates,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6739,United Arab Emirates,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6740,United Arab Emirates,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6741,United Arab Emirates,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6742,United Arab Emirates,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6743,United Arab Emirates,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6744,United Arab Emirates,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6745,United Arab Emirates,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6746,United Arab Emirates,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6747,United Arab Emirates,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6748,United Arab Emirates,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6749,United Arab Emirates,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6750,United Arab Emirates,1999,4,9,3,2,4,6,5,9,11,5,3,0,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6751,United Arab Emirates,2000,2,4,4,6,5,12,10,3,16,1,3,0,0,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6752,United Arab Emirates,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6753,United Arab Emirates,2002,1,2,0,6,6,10,0,3,3,8,3,4,10,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6754,United Arab Emirates,2003,2,10,8,12,3,2,10,4,9,5,3,3,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6755,United Arab Emirates,2004,1,7,6,7,3,1,7,3,6,2,7,2,2,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6756,United Arab Emirates,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6757,United Arab Emirates,2006,0,5,3,7,3,1,4,2,6,4,5,3,4,5,2,1,0,3,1,1,0,5,1,1,2,0,1,0,0,0,4,0,0,2,1,3,0,3,0,1,1,1,,,,,,,,,,,,,, +6758,United Arab Emirates,2007,2,5,6,3,4,3,10,1,8,6,3,2,0,0,1,2,0,0,0,3,5,2,1,2,1,1,1,1,1,1,1,0,1,0,1,4,2,1,2,1,0,1,,,,,,,,,,,,,, +6759,United Arab Emirates,2008,0,6,1,7,5,3,6,0,10,4,1,1,3,3,1,2,2,0,0,0,1,3,1,2,0,1,1,3,4,4,0,1,0,3,0,1,1,4,0,3,1,3,,,,,,,,,,,,,, +6760,United Arab Emirates,2009,2,8,9,8,6,4,4,0,8,5,2,7,0,6,3,0,0,2,1,1,1,4,0,2,0,0,0,1,5,2,3,2,3,0,1,2,3,4,0,2,0,3,,,,,,,,,,,,,, +6761,United Arab Emirates,2010,1,7,13,7,3,4,4,1,2,4,1,5,1,3,3,1,5,0,2,3,3,4,4,0,0,0,0,3,3,3,4,4,0,4,2,6,6,8,4,0,0,3,,,,,,,,,,,,,, +6762,United Arab Emirates,2011,0,3,7,3,5,1,3,4,6,6,3,2,1,2,2,5,5,3,3,1,2,1,1,2,0,0,0,2,2,4,3,2,1,2,4,0,5,0,2,2,1,2,,,,,,,,,,,,,, +6763,United Arab Emirates,2012,0,2,4,4,5,5,2,0,5,2,2,3,4,4,0,0,3,1,1,1,2,1,4,0,0,1,0,1,2,1,3,3,0,0,2,0,4,2,1,1,0,1,,,,,,,,,,,,,, +6764,United Arab Emirates,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4,8,9,9,6,5,10,5,4,9,3,3,1,6 +6765,United Kingdom of Great Britain and Northern Ireland,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6766,United Kingdom of Great Britain and Northern Ireland,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6767,United Kingdom of Great Britain and Northern Ireland,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6768,United Kingdom of Great Britain and Northern Ireland,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6769,United Kingdom of Great Britain and Northern Ireland,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6770,United Kingdom of Great Britain and Northern Ireland,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6771,United Kingdom of Great Britain and Northern Ireland,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6772,United Kingdom of Great Britain and Northern Ireland,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6773,United Kingdom of Great Britain and Northern Ireland,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6774,United Kingdom of Great Britain and Northern Ireland,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6775,United Kingdom of Great Britain and Northern Ireland,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6776,United Kingdom of Great Britain and Northern Ireland,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6777,United Kingdom of Great Britain and Northern Ireland,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6778,United Kingdom of Great Britain and Northern Ireland,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6779,United Kingdom of Great Britain and Northern Ireland,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6780,United Kingdom of Great Britain and Northern Ireland,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6781,United Kingdom of Great Britain and Northern Ireland,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6782,United Kingdom of Great Britain and Northern Ireland,1997,2,68,87,90,84,60,107,8,67,64,43,34,24,51,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6783,United Kingdom of Great Britain and Northern Ireland,1998,11,103,164,141,108,105,225,9,105,103,71,44,39,114,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6784,United Kingdom of Great Britain and Northern Ireland,1999,8,68,93,68,53,51,126,6,55,80,60,29,30,69,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6785,United Kingdom of Great Britain and Northern Ireland,2000,8,86,130,96,87,75,138,9,95,114,60,31,31,67,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6786,United Kingdom of Great Britain and Northern Ireland,2001,10,99,135,105,96,81,117,15,74,104,57,54,38,105,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6787,United Kingdom of Great Britain and Northern Ireland,2002,6,94,142,132,98,90,153,6,82,131,66,44,33,93,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6788,United Kingdom of Great Britain and Northern Ireland,2003,13,101,182,128,81,59,92,14,108,148,88,47,17,55,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6789,United Kingdom of Great Britain and Northern Ireland,2004,10,118,203,148,103,85,94,13,126,176,85,47,33,65,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6790,United Kingdom of Great Britain and Northern Ireland,2005,9,135,200,166,95,95,124,14,115,163,80,39,28,83,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6791,United Kingdom of Great Britain and Northern Ireland,2006,9,173,244,213,148,88,191,22,168,192,112,60,42,97,103,230,391,240,175,153,320,113,223,292,184,117,86,198,48,266,589,382,186,141,176,81,261,502,310,220,155,236,,,,,,,,,,,,,, +6792,United Kingdom of Great Britain and Northern Ireland,2007,13,183,286,223,169,97,202,20,145,222,91,58,45,138,145,224,379,248,204,218,274,142,210,322,180,113,133,198,202,548,1000,590,366,261,457,225,432,782,478,303,248,402,,,,,,,,,,,,,, +6793,United Kingdom of Great Britain and Northern Ireland,2008,5,125,188,155,111,61,99,16,134,181,90,27,28,62,108,172,317,192,143,110,202,104,154,245,145,108,65,146,64,222,513,330,186,92,154,80,172,426,277,211,118,177,,,,,,,,,,,,,, +6794,United Kingdom of Great Britain and Northern Ireland,2009,4,136,207,142,96,64,95,18,111,159,77,39,24,48,93,261,343,246,167,135,239,114,179,257,156,131,84,162,63,202,528,390,203,114,177,50,198,438,299,206,152,181,,,,,,,,,,,,,, +6795,United Kingdom of Great Britain and Northern Ireland,2010,7,132,170,132,109,59,106,15,112,128,82,43,39,55,95,237,372,226,176,168,232,106,193,266,166,110,85,176,53,242,619,426,206,126,174,57,204,423,296,209,142,174,,,,,,,,,,,,,, +6796,United Kingdom of Great Britain and Northern Ireland,2011,3,146,205,147,110,79,102,19,136,139,78,48,27,50,100,279,388,266,202,145,295,115,179,300,165,111,114,170,65,288,695,410,236,146,195,70,200,503,345,231,149,177,,,,,,,,,,,,,, +6797,United Kingdom of Great Britain and Northern Ireland,2012,8,156,184,137,118,88,88,17,109,141,81,55,17,52,121,272,401,230,199,150,259,112,181,259,179,120,91,177,49,260,702,464,230,144,166,68,191,505,315,215,152,215,,,,,,,,,,,,,, +6798,United Kingdom of Great Britain and Northern Ireland,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,155,588,1158,858,590,378,558,156,404,839,552,406,280,462 +6799,United Republic of Tanzania,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6800,United Republic of Tanzania,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6801,United Republic of Tanzania,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6802,United Republic of Tanzania,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6803,United Republic of Tanzania,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6804,United Republic of Tanzania,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6805,United Republic of Tanzania,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6806,United Republic of Tanzania,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6807,United Republic of Tanzania,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6808,United Republic of Tanzania,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6809,United Republic of Tanzania,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6810,United Republic of Tanzania,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6811,United Republic of Tanzania,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6812,United Republic of Tanzania,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6813,United Republic of Tanzania,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6814,United Republic of Tanzania,1995,183,2108,4091,2916,1754,1007,640,201,1904,2532,1324,735,380,179,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6815,United Republic of Tanzania,1996,171,2176,4275,3107,1843,1109,656,221,2087,2885,1461,806,472,203,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6816,United Republic of Tanzania,1997,188,2210,4538,3066,1090,1134,699,251,2146,2876,1502,908,501,198,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6817,United Republic of Tanzania,1998,198,2528,4910,3400,1973,1112,767,240,2234,3243,1686,835,466,241,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6818,United Republic of Tanzania,1999,170,2422,4887,3401,2068,1160,823,230,2160,3469,1724,876,501,232,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6819,United Republic of Tanzania,2000,200,2357,4836,3430,2022,1202,834,257,2106,3426,1738,868,494,269,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6820,United Republic of Tanzania,2001,212,2302,4912,3545,2031,1136,930,312,2117,3609,1847,891,522,319,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6821,United Republic of Tanzania,2002,187,2309,4814,3525,2075,1211,944,241,1927,3511,1706,907,475,304,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6822,United Republic of Tanzania,2003,181,2172,4964,3728,2166,1237,1025,244,2063,3504,1833,929,509,344,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6823,United Republic of Tanzania,2004,208,2216,5203,3884,2254,1272,1129,280,1996,3537,1960,1011,544,329,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6824,United Republic of Tanzania,2005,190,2062,4939,4025,2310,1279,1054,271,1852,3521,1892,968,547,354,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6825,United Republic of Tanzania,2006,204,2060,4926,3832,2154,1348,1029,293,1745,3326,1970,995,507,335,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6826,United Republic of Tanzania,2007,189,2021,4665,3855,2231,1317,1066,238,1735,3388,1945,947,535,388,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6827,United Republic of Tanzania,2008,191,1963,4595,3874,2349,1230,1077,233,1663,3152,1901,964,564,415,,,21935,,,,,,,,,,,,,,,12784,,,,,,,,,,,,,,,,,,,,,,,, +6828,United Republic of Tanzania,2009,196,2081,4581,4125,2388,1293,1123,247,1639,3102,2080,1060,564,416,1371,,10964,,,,,1134,,8281,,,,,1262,,6036,,,,,986,,5121,,,,,,,,,,,,,,,,,, +6829,United Republic of Tanzania,2010,232,1975,4493,4141,2427,1309,1161,248,1689,2988,2013,1044,578,471,1369,10589,,,,,,1030,8206,,,,,,1234,6056,,,,,,1103,5322,,,,,,,,,,,,,,,,,,, +6830,United Republic of Tanzania,2011,190,1975,4405,4073,2402,1211,1127,221,1660,2896,2140,944,490,381,1255,,,,,,,1062,,,,,,,1188,,,,,,,967,,,,,,,,,,,,,,,,,,,, +6831,United Republic of Tanzania,2012,209,2091,4721,4409,2462,1304,1121,284,1652,2917,2115,1024,508,424,1379,,,,,,,1138,,,,,,,1235,,,,,,,1070,,,,,,,,,,,,,,,,,,,, +6832,United Republic of Tanzania,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3589,,,,,,,3069,,,,,, +6833,United States of America,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6834,United States of America,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6835,United States of America,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6836,United States of America,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6837,United States of America,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6838,United States of America,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6839,United States of America,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6840,United States of America,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6841,United States of America,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6842,United States of America,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6843,United States of America,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6844,United States of America,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6845,United States of America,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6846,United States of America,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6847,United States of America,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6848,United States of America,1995,19,355,876,1417,1121,742,1099,26,280,579,499,285,202,591,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6849,United States of America,1996,15,333,815,1219,1073,678,1007,21,289,487,478,279,217,541,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6850,United States of America,1997,12,330,701,1127,979,679,944,28,269,449,447,254,201,514,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6851,United States of America,1998,10,321,663,1009,1007,628,914,15,269,425,424,267,179,492,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6852,United States of America,1999,18,331,616,1011,930,601,801,16,232,391,394,245,244,444,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6853,United States of America,2000,6,365,602,906,904,577,738,14,246,376,349,253,152,396,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6854,United States of America,2001,17,320,613,824,876,524,649,21,239,410,346,247,176,389,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6855,United States of America,2002,14,343,562,813,795,490,592,15,233,423,362,255,167,370,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6856,United States of America,2003,11,365,526,754,828,487,650,12,277,353,310,269,169,354,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6857,United States of America,2004,12,362,547,728,829,504,582,19,265,339,302,252,166,344,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6858,United States of America,2005,14,383,535,666,767,499,624,11,241,348,276,242,161,322,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6859,United States of America,2006,12,388,568,659,759,531,596,11,257,384,263,212,146,303,292,331,476,541,655,499,772,276,269,397,321,272,209,481,114,150,286,265,220,163,267,102,143,290,245,212,174,256,,,,,,,,,,,,,, +6860,United States of America,2007,12,414,490,572,744,533,562,12,257,338,260,225,135,308,286,362,511,469,630,476,724,286,260,384,294,279,267,497,90,137,284,227,208,155,215,93,148,263,219,211,176,270,,,,,,,,,,,,,, +6861,United States of America,2008,11,375,513,495,725,526,561,22,220,329,269,224,172,300,311,323,486,505,605,449,692,260,246,334,303,283,233,483,82,146,284,242,225,147,232,97,129,261,219,181,162,231,,,,,,,,,,,,,, +6862,United States of America,2009,11,299,446,431,564,452,496,6,203,288,221,211,135,247,248,279,452,452,489,428,662,217,234,340,284,258,225,413,77,121,231,206,176,144,232,80,120,271,205,165,141,210,,,,,,,,,,,,,, +6863,United States of America,2010,5,246,360,371,505,403,466,9,195,265,183,165,130,223,243,245,428,436,533,425,640,203,202,278,245,270,193,410,62,114,233,204,140,123,166,70,104,214,162,133,126,177,,,,,,,,,,,,,, +6864,United States of America,2011,12,235,403,374,557,434,486,15,160,254,199,150,138,269,227,231,365,376,437,459,607,185,195,303,245,214,212,426,69,94,203,176,184,163,208,64,93,198,195,167,132,205,,,,,,,,,,,,,, +6865,United States of America,2012,10,239,322,333,502,455,529,14,161,262,169,175,148,243,180,225,378,346,383,443,628,173,198,295,218,216,200,373,53,88,217,169,163,141,214,54,100,226,180,156,127,212,,,,,,,,,,,,,, +6866,United States of America,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,249,529,829,793,937,926,1259,229,415,693,528,470,463,786 +6867,Uruguay,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6868,Uruguay,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6869,Uruguay,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6870,Uruguay,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6871,Uruguay,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6872,Uruguay,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6873,Uruguay,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6874,Uruguay,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6875,Uruguay,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6876,Uruguay,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6877,Uruguay,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6878,Uruguay,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6879,Uruguay,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6880,Uruguay,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6881,Uruguay,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6882,Uruguay,1995,4,28,40,35,49,38,50,2,21,26,18,12,9,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6883,Uruguay,1996,4,34,43,58,59,53,42,4,24,35,17,21,10,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6884,Uruguay,1997,3,37,44,53,53,55,53,5,26,28,29,12,8,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6885,Uruguay,1998,2,30,47,52,47,38,39,2,30,29,15,14,6,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6886,Uruguay,1999,1,45,48,42,46,48,41,4,20,25,33,14,11,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6887,Uruguay,2000,0,36,48,45,41,30,34,2,28,22,21,13,12,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6888,Uruguay,2001,2,33,38,49,42,31,44,4,25,31,7,15,3,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6889,Uruguay,2002,1,33,33,37,36,23,32,1,25,25,20,10,11,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6890,Uruguay,2003,3,46,50,35,42,38,26,1,28,24,13,13,6,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6891,Uruguay,2004,1,38,59,53,48,26,40,2,34,25,12,17,11,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6892,Uruguay,2005,1,42,48,39,45,34,36,1,33,30,17,9,8,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6893,Uruguay,2006,1,38,53,34,30,38,29,4,21,19,11,6,11,10,1,9,23,20,17,11,21,4,7,10,4,10,4,11,2,10,6,6,6,8,2,4,2,4,5,4,2,9,,,,,,,,,,,,,, +6894,Uruguay,2007,1,39,69,37,50,39,39,1,23,26,22,14,7,13,4,7,20,11,20,12,13,3,9,10,8,6,0,9,3,5,8,4,4,5,7,1,1,8,1,4,1,5,,,,,,,,,,,,,, +6895,Uruguay,2008,1,49,71,64,45,28,34,4,26,35,26,15,13,13,4,9,20,15,13,14,16,5,10,15,8,16,3,11,1,6,12,8,3,0,4,3,8,5,6,5,3,5,,,,,,,,,,,,,, +6896,Uruguay,2009,1,43,64,50,57,42,38,4,21,32,22,14,6,15,11,11,26,19,22,15,17,5,10,12,12,12,10,10,6,4,9,8,6,2,8,1,2,4,5,4,2,5,,,,,,,,,,,,,, +6897,Uruguay,2010,1,46,70,35,46,33,31,3,24,36,12,10,5,16,12,4,11,15,19,7,15,9,8,5,17,7,9,16,3,6,9,5,5,6,4,4,4,8,2,5,3,6,,,,,,,,,,,,,, +6898,Uruguay,2011,0,58,93,55,45,36,37,1,29,55,19,12,11,16,17,19,31,28,17,20,19,28,8,18,9,9,14,12,1,3,11,5,1,4,3,3,2,3,1,5,1,5,,,,,,,,,,,,,, +6899,Uruguay,2012,3,38,98,56,52,39,29,2,25,26,21,15,13,15,22,20,28,30,30,13,22,18,19,18,9,12,12,16,2,1,8,10,8,5,1,1,2,5,3,5,3,5,,,,,,,,,,,,,, +6900,Uruguay,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,22,80,142,102,100,83,66,30,35,71,44,31,40,35 +6901,US Virgin Islands,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6902,US Virgin Islands,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6903,US Virgin Islands,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6904,US Virgin Islands,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6905,US Virgin Islands,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6906,US Virgin Islands,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6907,US Virgin Islands,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6908,US Virgin Islands,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6909,US Virgin Islands,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6910,US Virgin Islands,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6911,US Virgin Islands,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6912,US Virgin Islands,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6913,US Virgin Islands,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6914,US Virgin Islands,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6915,US Virgin Islands,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6916,US Virgin Islands,1995,0,0,0,1,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6917,US Virgin Islands,1996,0,0,1,1,0,1,0,0,0,1,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6918,US Virgin Islands,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6919,US Virgin Islands,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6920,US Virgin Islands,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6921,US Virgin Islands,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6922,US Virgin Islands,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6923,US Virgin Islands,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6924,US Virgin Islands,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6925,US Virgin Islands,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6926,US Virgin Islands,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6927,US Virgin Islands,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6928,US Virgin Islands,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6929,US Virgin Islands,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6930,US Virgin Islands,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6931,US Virgin Islands,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6932,US Virgin Islands,2011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6933,US Virgin Islands,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6934,US Virgin Islands,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6935,Uzbekistan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6936,Uzbekistan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6937,Uzbekistan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6938,Uzbekistan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6939,Uzbekistan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6940,Uzbekistan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6941,Uzbekistan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6942,Uzbekistan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6943,Uzbekistan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6944,Uzbekistan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6945,Uzbekistan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6946,Uzbekistan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6947,Uzbekistan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6948,Uzbekistan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6949,Uzbekistan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6950,Uzbekistan,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6951,Uzbekistan,1996,2,96,1042,650,0,196,0,5,87,799,324,0,149,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6952,Uzbekistan,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6953,Uzbekistan,1998,0,6,5,0,1,1,0,0,9,9,4,2,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6954,Uzbekistan,1999,4,429,926,519,262,146,100,11,346,647,339,186,136,124,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6955,Uzbekistan,2000,6,351,749,510,346,213,107,11,261,547,288,213,112,111,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6956,Uzbekistan,2001,7,390,905,523,396,253,133,21,337,631,338,267,216,181,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6957,Uzbekistan,2002,10,330,481,318,178,87,111,18,277,394,214,127,96,125,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6958,Uzbekistan,2003,9,487,828,595,412,253,220,29,360,588,353,210,172,174,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6959,Uzbekistan,2004,23,512,835,607,502,275,252,31,430,600,341,274,211,226,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6960,Uzbekistan,2005,25,596,831,723,522,263,313,40,538,597,375,288,217,367,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6961,Uzbekistan,2006,19,568,807,717,565,268,329,41,544,597,346,327,224,421,273,696,923,731,685,400,493,193,575,659,501,387,284,401,1385,595,445,316,236,106,161,922,351,320,297,211,111,144,,,,,,,,,,,,,, +6962,Uzbekistan,2007,18,569,768,579,583,282,380,25,485,507,342,255,235,436,187,738,957,746,689,383,548,198,516,649,428,391,294,443,1320,589,467,301,217,119,137,835,307,321,232,189,124,122,,,,,,,,,,,,,, +6963,Uzbekistan,2008,10,515,688,572,544,287,369,23,427,479,309,273,227,394,124,713,907,765,646,361,489,139,477,590,397,333,305,394,1038,499,378,248,164,91,119,674,222,262,194,154,84,87,,,,,,,,,,,,,, +6964,Uzbekistan,2009,12,541,615,566,513,294,319,23,429,501,296,227,241,382,167,755,889,686,619,419,443,141,571,715,415,395,317,411,1213,499,411,264,190,129,129,707,236,300,224,167,120,78,,,,,,,,,,,,,, +6965,Uzbekistan,2010,8,487,574,529,479,293,297,22,365,512,308,248,239,350,155,733,861,664,597,399,453,145,562,673,408,363,335,387,992,451,393,277,207,127,108,556,254,308,195,203,121,96,,,,,,,,,,,,,, +6966,Uzbekistan,2011,8,378,493,453,440,306,253,11,335,418,233,245,293,332,146,594,739,625,588,414,425,103,434,543,348,327,339,333,836,381,345,235,173,132,105,488,258,267,204,185,129,101,,,,,,,,,,,,,, +6967,Uzbekistan,2012,10,360,506,403,449,313,273,9,319,367,237,201,261,322,112,572,796,643,588,423,434,109,421,572,353,373,363,378,833,415,336,265,243,139,126,488,207,289,212,182,134,96,,,,,,,,,,,,,, +6968,Uzbekistan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1194,1560,2371,2587,2119,1711,1144,766,1096,1617,1338,1127,1062,1120 +6969,Vanuatu,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6970,Vanuatu,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6971,Vanuatu,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6972,Vanuatu,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6973,Vanuatu,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6974,Vanuatu,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6975,Vanuatu,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6976,Vanuatu,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6977,Vanuatu,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6978,Vanuatu,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6979,Vanuatu,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6980,Vanuatu,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6981,Vanuatu,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6982,Vanuatu,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6983,Vanuatu,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6984,Vanuatu,1995,0,6,2,5,3,4,0,0,5,0,2,3,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6985,Vanuatu,1996,2,4,2,6,4,4,1,2,10,3,5,3,4,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6986,Vanuatu,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6987,Vanuatu,1998,2,4,5,1,0,2,2,2,5,9,4,1,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6988,Vanuatu,1999,0,0,4,1,2,0,0,0,2,10,4,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6989,Vanuatu,2000,2,7,5,1,10,5,2,5,3,15,7,3,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6990,Vanuatu,2001,1,7,5,4,8,6,1,1,10,4,3,2,1,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6991,Vanuatu,2002,0,7,2,3,10,2,1,0,3,1,5,0,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6992,Vanuatu,2003,1,2,4,7,5,2,3,0,4,4,3,2,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6993,Vanuatu,2004,1,7,11,2,6,3,5,3,5,8,2,2,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6994,Vanuatu,2005,1,4,5,5,0,4,1,0,5,1,2,4,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6995,Vanuatu,2006,1,5,3,1,4,4,0,2,7,9,2,4,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6996,Vanuatu,2007,1,3,2,4,2,2,2,1,6,8,1,6,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6997,Vanuatu,2008,,4,4,3,5,4,3,,3,4,1,3,5,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6998,Vanuatu,2009,0,6,3,3,1,3,2,2,3,5,3,5,4,1,2,0,1,2,3,3,2,2,1,0,1,3,4,1,16,6,6,1,6,1,1,14,2,3,3,2,1,0,,,,,,,,,,,,,, +6999,Vanuatu,2010,4,6,3,1,5,2,0,3,5,3,3,5,3,1,2,0,6,0,5,6,2,3,1,0,1,2,2,3,11,1,0,4,2,1,2,4,2,2,2,3,1,0,,,,,,,,,,,,,, +7000,Vanuatu,2011,2,3,4,6,5,4,2,0,5,7,5,4,2,0,0,1,2,0,2,3,1,0,2,0,1,0,0,2,10,3,3,6,2,1,3,6,2,2,3,2,2,1,,,,,,,,,,,,,, +7001,Vanuatu,2012,0,4,3,4,2,2,2,3,12,5,5,4,2,3,3,1,2,2,0,0,1,3,3,3,3,0,1,0,10,4,8,4,4,1,1,9,5,2,0,2,1,0,,,,,,,,,,,,,, +7002,Vanuatu,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7,8,9,7,11,13,3,17,10,12,3,5,11,7 +7003,Venezuela (Bolivarian Republic of),1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7004,Venezuela (Bolivarian Republic of),1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7005,Venezuela (Bolivarian Republic of),1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7006,Venezuela (Bolivarian Republic of),1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7007,Venezuela (Bolivarian Republic of),1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7008,Venezuela (Bolivarian Republic of),1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7009,Venezuela (Bolivarian Republic of),1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7010,Venezuela (Bolivarian Republic of),1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7011,Venezuela (Bolivarian Republic of),1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7012,Venezuela (Bolivarian Republic of),1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7013,Venezuela (Bolivarian Republic of),1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7014,Venezuela (Bolivarian Republic of),1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7015,Venezuela (Bolivarian Republic of),1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7016,Venezuela (Bolivarian Republic of),1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7017,Venezuela (Bolivarian Republic of),1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7018,Venezuela (Bolivarian Republic of),1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7019,Venezuela (Bolivarian Republic of),1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7020,Venezuela (Bolivarian Republic of),1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7021,Venezuela (Bolivarian Republic of),1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7022,Venezuela (Bolivarian Republic of),1999,32,378,452,420,368,283,346,28,283,315,195,169,134,267,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7023,Venezuela (Bolivarian Republic of),2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7024,Venezuela (Bolivarian Republic of),2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7025,Venezuela (Bolivarian Republic of),2002,19,339,429,425,380,246,313,42,274,280,218,158,123,198,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7026,Venezuela (Bolivarian Republic of),2003,39,361,459,453,405,284,316,46,340,355,240,204,140,240,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7027,Venezuela (Bolivarian Republic of),2004,24,373,454,459,407,272,316,36,311,324,239,184,135,242,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7028,Venezuela (Bolivarian Republic of),2005,35,312,395,413,402,265,332,37,351,299,267,183,146,216,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7029,Venezuela (Bolivarian Republic of),2006,10,323,405,413,422,267,320,42,322,297,188,173,140,225,213,105,112,140,119,126,180,229,87,103,56,71,83,120,65,125,127,122,84,69,84,68,75,85,84,60,40,69,,,,,,,,,,,,,, +7030,Venezuela (Bolivarian Republic of),2007,17,324,382,390,389,272,295,40,276,271,199,160,147,230,210,86,124,97,126,91,148,177,81,85,74,78,57,101,74,111,127,98,93,61,80,65,94,84,82,73,48,58,,,,,,,,,,,,,, +7031,Venezuela (Bolivarian Republic of),2008,18,364,358,326,389,271,285,25,309,272,228,171,146,182,149,123,144,135,144,98,160,172,73,96,65,70,66,104,49,117,127,93,94,60,86,64,80,92,80,58,57,59,,,,,,,,,,,,,, +7032,Venezuela (Bolivarian Republic of),2009,26,372,385,344,352,258,298,33,284,312,217,212,162,181,159,114,146,140,136,111,125,161,94,116,75,91,70,127,54,98,133,119,97,71,91,53,74,92,77,57,45,51,,,,,,,,,,,,,, +7033,Venezuela (Bolivarian Republic of),2010,22,320,376,333,391,253,288,26,269,306,188,145,147,188,160,108,154,119,142,127,193,160,101,122,81,83,69,139,58,92,112,111,84,69,72,64,75,83,80,71,49,57,,,,,,,,,,,,,, +7034,Venezuela (Bolivarian Republic of),2011,28,340,353,303,363,307,241,25,252,316,178,178,150,190,180,128,137,131,147,108,139,152,93,104,79,76,75,100,66,117,148,112,107,90,86,44,85,97,80,61,57,46,,,,,,,,,,,,,, +7035,Venezuela (Bolivarian Republic of),2012,23,379,405,353,375,319,273,32,276,281,203,167,161,199,152,111,133,117,142,104,127,157,97,101,84,106,82,104,76,113,129,105,84,74,71,64,82,89,88,60,43,65,,,,,,,,,,,,,, +7036,Venezuela (Bolivarian Republic of),2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,232,631,739,582,635,536,523,229,465,537,354,407,283,402 +7037,Viet Nam,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7038,Viet Nam,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7039,Viet Nam,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7040,Viet Nam,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7041,Viet Nam,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7042,Viet Nam,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7043,Viet Nam,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7044,Viet Nam,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7045,Viet Nam,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7046,Viet Nam,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7047,Viet Nam,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7048,Viet Nam,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7049,Viet Nam,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7050,Viet Nam,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7051,Viet Nam,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7052,Viet Nam,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7053,Viet Nam,1996,92,1994,5716,7137,5170,5839,6292,91,1127,2606,3045,2504,3360,3938,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7054,Viet Nam,1997,103,2162,6427,8363,5820,5892,6989,73,1163,2809,3302,2590,3614,4340,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7055,Viet Nam,1998,56,2441,6567,8765,6143,5925,7274,60,1344,2749,3102,2576,3296,4575,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7056,Viet Nam,1999,58,2254,6355,8392,6465,5530,7371,68,1361,2511,3029,2549,3034,4828,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7057,Viet Nam,2000,51,2367,6147,8209,6713,5150,7712,64,1334,2320,2754,2594,2847,4907,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7058,Viet Nam,2001,39,2756,6319,8457,7054,5205,7643,48,1390,2357,2656,2574,2530,5174,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7059,Viet Nam,2002,57,3250,6762,8855,8040,5162,8184,68,1571,2357,2508,2619,2409,4969,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7060,Viet Nam,2003,49,3475,7036,8486,7965,5066,7793,66,1659,2262,2327,2574,2283,4896,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7061,Viet Nam,2004,54,3486,7364,9110,8743,5257,8206,66,1740,2398,2218,2551,2226,4970,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7062,Viet Nam,2005,54,3408,7105,8738,8606,4958,7573,47,1747,2293,2116,2298,2023,4604,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7063,Viet Nam,2006,49,3761,7549,8931,8717,5037,7408,62,1827,2381,2036,2283,1996,4400,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7064,Viet Nam,2007,48,3587,7431,8391,8451,5046,7026,59,1939,2354,1923,2170,1891,4144,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7065,Viet Nam,2008,36,3401,7148,8230,8811,5158,6667,48,1993,2416,1820,2087,1858,3811,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7066,Viet Nam,2009,41,3122,7152,7731,8333,5494,6162,47,1895,2401,1677,1989,1849,3397,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7067,Viet Nam,2010,59,3205,7036,7851,8564,5790,6248,53,1870,2454,1681,1864,1863,3751,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7068,Viet Nam,2011,61,3099,6677,7763,8474,6107,5821,64,1863,2325,1681,1814,1878,3124,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7069,Viet Nam,2012,58,2993,6689,7680,8481,6315,5920,84,1841,2481,1626,1683,1884,3298,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7070,Viet Nam,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,65,2951,6302,7487,8553,6484,5834,78,1916,2487,1671,1715,1954,3110 +7071,Wallis and Futuna Islands,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7072,Wallis and Futuna Islands,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7073,Wallis and Futuna Islands,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7074,Wallis and Futuna Islands,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7075,Wallis and Futuna Islands,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7076,Wallis and Futuna Islands,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7077,Wallis and Futuna Islands,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7078,Wallis and Futuna Islands,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7079,Wallis and Futuna Islands,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7080,Wallis and Futuna Islands,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7081,Wallis and Futuna Islands,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7082,Wallis and Futuna Islands,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7083,Wallis and Futuna Islands,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7084,Wallis and Futuna Islands,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7085,Wallis and Futuna Islands,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7086,Wallis and Futuna Islands,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7087,Wallis and Futuna Islands,1996,0,1,1,0,0,0,0,0,1,3,1,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7088,Wallis and Futuna Islands,1997,,,,,,,,0,0,0,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7089,Wallis and Futuna Islands,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7090,Wallis and Futuna Islands,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7091,Wallis and Futuna Islands,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7092,Wallis and Futuna Islands,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7093,Wallis and Futuna Islands,2002,,1,,1,1,,1,,,,,3,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7094,Wallis and Futuna Islands,2003,0,0,2,2,2,0,0,0,0,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7095,Wallis and Futuna Islands,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7096,Wallis and Futuna Islands,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7097,Wallis and Futuna Islands,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7098,Wallis and Futuna Islands,2007,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +7099,Wallis and Futuna Islands,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7100,Wallis and Futuna Islands,2009,,,1,,,,1,,1,,,,,,,,,,,,,,,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +7101,Wallis and Futuna Islands,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7102,Wallis and Futuna Islands,2011,,,,,,2,,,,,,,,,,,,2,1,1,,1,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7103,Wallis and Futuna Islands,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7104,Wallis and Futuna Islands,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2 +7105,West Bank and Gaza Strip,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7106,West Bank and Gaza Strip,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7107,West Bank and Gaza Strip,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7108,West Bank and Gaza Strip,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7109,West Bank and Gaza Strip,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7110,West Bank and Gaza Strip,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7111,West Bank and Gaza Strip,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7112,West Bank and Gaza Strip,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7113,West Bank and Gaza Strip,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7114,West Bank and Gaza Strip,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7115,West Bank and Gaza Strip,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7116,West Bank and Gaza Strip,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7117,West Bank and Gaza Strip,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7118,West Bank and Gaza Strip,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7119,West Bank and Gaza Strip,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7120,West Bank and Gaza Strip,1995,1,2,0,0,1,0,3,0,1,0,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7121,West Bank and Gaza Strip,1996,0,2,2,2,2,2,4,1,2,1,2,0,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7122,West Bank and Gaza Strip,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7123,West Bank and Gaza Strip,1998,,1,1,,2,,1,,,,1,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7124,West Bank and Gaza Strip,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7125,West Bank and Gaza Strip,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7126,West Bank and Gaza Strip,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7127,West Bank and Gaza Strip,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7128,West Bank and Gaza Strip,2003,0,1,1,1,3,0,2,0,1,0,0,3,0,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7129,West Bank and Gaza Strip,2004,,1,1,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7130,West Bank and Gaza Strip,2005,,1,,,1,3,,,,1,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7131,West Bank and Gaza Strip,2006,0,1,3,4,1,1,2,0,0,0,1,1,1,1,0,0,1,2,1,0,2,0,1,0,0,0,0,0,0,1,2,2,2,3,2,1,3,0,1,1,1,0,,,,,,,,,,,,,, +7132,West Bank and Gaza Strip,2007,1,1,3,2,0,3,1,0,0,1,0,0,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,3,3,2,0,1,1,0,2,1,1,0,2,2,0,,,,,,,,,,,,,, +7133,West Bank and Gaza Strip,2008,0,1,1,3,2,2,2,0,2,0,0,1,2,0,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0,2,1,1,2,1,2,0,3,0,1,1,1,2,,,,,,,,,,,,,, +7134,West Bank and Gaza Strip,2009,0,1,3,1,0,0,1,0,0,0,2,0,1,1,0,0,1,1,0,1,3,0,0,0,1,0,2,0,0,1,1,1,0,0,1,2,3,0,1,2,1,2,,,,,,,,,,,,,, +7135,West Bank and Gaza Strip,2010,0,2,0,2,1,1,3,0,0,1,0,1,2,0,0,0,1,1,0,2,1,0,1,0,0,0,0,0,2,2,2,1,1,0,0,1,0,1,1,1,0,0,,,,,,,,,,,,,, +7136,West Bank and Gaza Strip,2011,1,0,1,1,1,0,3,0,0,1,1,0,2,0,0,0,1,0,1,0,1,0,0,0,0,0,0,2,3,0,1,1,3,1,0,2,1,1,0,0,0,0,,,,,,,,,,,,,, +7137,West Bank and Gaza Strip,2012,0,2,2,1,2,4,2,0,1,1,0,0,1,1,0,3,1,1,0,0,0,0,0,0,0,0,0,1,0,2,2,2,0,0,0,0,1,1,0,0,0,0,,,,,,,,,,,,,, +7138,West Bank and Gaza Strip,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7139,Yemen,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7140,Yemen,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7141,Yemen,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7142,Yemen,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7143,Yemen,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7144,Yemen,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7145,Yemen,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7146,Yemen,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7147,Yemen,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7148,Yemen,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7149,Yemen,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7150,Yemen,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7151,Yemen,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7152,Yemen,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7153,Yemen,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7154,Yemen,1995,57,400,605,256,201,148,45,83,420,720,348,200,106,92,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7155,Yemen,1996,15,91,92,71,45,15,12,14,89,100,73,41,14,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7156,Yemen,1997,87,307,1249,329,213,165,34,196,872,449,474,259,71,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7157,Yemen,1998,83,718,698,491,271,160,115,115,689,632,400,294,158,72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7158,Yemen,1999,96,552,531,390,245,161,85,111,557,532,426,244,120,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7159,Yemen,2000,110,789,689,493,314,255,127,161,799,627,517,345,247,92,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7160,Yemen,2001,82,695,631,491,350,252,114,154,647,562,452,293,192,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7161,Yemen,2002,266,650,559,377,265,148,117,163,500,443,334,244,122,71,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7162,Yemen,2003,40,581,587,399,250,154,103,74,470,426,317,204,114,74,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7163,Yemen,2004,49,571,559,377,214,139,76,72,442,376,269,160,86,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7164,Yemen,2005,48,493,553,366,242,149,78,44,426,410,265,181,85,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7165,Yemen,2006,29,535,555,358,246,143,103,55,435,358,244,166,73,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7166,Yemen,2007,23,488,626,379,252,165,119,50,430,374,272,189,113,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +7167,Yemen,2008,29,547,541,316,241,155,119,57,473,455,265,179,102,61,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7168,Yemen,2009,32,509,562,359,248,166,121,58,476,437,269,189,90,60,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7169,Yemen,2010,68,507,569,322,231,164,138,98,471,409,264,174,106,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +7170,Yemen,2011,33,406,471,297,193,143,96,85,446,375,251,168,113,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7171,Yemen,2012,30,436,472,315,232,172,122,75,437,381,246,207,115,81,252,216,234,161,175,162,185,221,244,262,186,215,172,123,195,308,366,235,178,174,111,201,445,448,309,248,156,112,,,,,,,,,,,,,, +7172,Yemen,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,560,1011,1113,799,659,503,446,522,1194,1087,825,736,512,360 +7173,Zambia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7174,Zambia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7175,Zambia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7176,Zambia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7177,Zambia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7178,Zambia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7179,Zambia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7180,Zambia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7181,Zambia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7182,Zambia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7183,Zambia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7184,Zambia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7185,Zambia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7186,Zambia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7187,Zambia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7188,Zambia,1995,91,659,1668,1124,487,231,130,129,1125,1779,717,257,117,63,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7189,Zambia,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7190,Zambia,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7191,Zambia,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7192,Zambia,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7193,Zambia,2000,349,2175,2610,3045,435,261,174,150,932,1118,1305,186,112,75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7194,Zambia,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7195,Zambia,2002,1135,1013,3051,2000,788,162,405,1099,1383,2730,1434,657,297,197,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7196,Zambia,2003,302,1733,4182,2390,995,386,308,292,2061,3439,1626,680,297,243,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7197,Zambia,2004,209,1498,3963,2262,968,313,324,247,1811,2961,1646,608,245,192,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7198,Zambia,2005,135,1240,3166,2160,917,358,321,168,1507,2463,1433,569,235,185,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7199,Zambia,2006,150,945,3496,1645,684,323,186,224,1500,2834,1257,452,207,122,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7200,Zambia,2007,152,1235,2971,1848,805,319,204,195,1335,2193,1188,558,244,131,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7201,Zambia,2008,101,1120,3244,2094,737,299,229,165,1246,2062,1114,498,187,115,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7202,Zambia,2009,92,1057,3181,2169,792,270,237,145,1051,1935,1151,468,192,126,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7203,Zambia,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7204,Zambia,2011,105,1033,2897,2194,810,280,207,151,940,1683,1063,422,162,99,1057,987,3731,3387,1387,672,591,970,1128,2625,1836,849,422,362,800,530,1524,1459,625,226,237,729,648,1320,910,448,256,196,,,,,,,,,,,,,, +7205,Zambia,2012,141,1003,3088,2412,846,319,220,180,1024,1646,1077,376,189,124,852,855,3103,2877,1252,568,536,785,983,2131,1637,777,380,314,744,526,1423,1364,577,272,248,630,616,1196,808,403,209,158,,,,,,,,,,,,,, +7206,Zambia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1637,2428,7808,6918,2950,1286,1112,1517,2709,5157,3752,1754,941,669 +7207,Zimbabwe,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7208,Zimbabwe,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7209,Zimbabwe,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7210,Zimbabwe,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7211,Zimbabwe,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7212,Zimbabwe,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7213,Zimbabwe,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7214,Zimbabwe,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7215,Zimbabwe,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7216,Zimbabwe,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7217,Zimbabwe,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7218,Zimbabwe,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7219,Zimbabwe,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7220,Zimbabwe,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7221,Zimbabwe,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7222,Zimbabwe,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7223,Zimbabwe,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7224,Zimbabwe,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7225,Zimbabwe,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7226,Zimbabwe,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7227,Zimbabwe,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7228,Zimbabwe,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7229,Zimbabwe,2002,191,600,2548,1662,744,315,159,222,914,2185,1095,421,140,65,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7230,Zimbabwe,2003,133,874,3048,2228,981,367,205,180,1232,2856,1480,565,225,114,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7231,Zimbabwe,2004,187,833,2908,2298,1056,366,198,225,1140,2858,1565,622,214,111,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7232,Zimbabwe,2005,210,837,2264,1855,762,295,656,269,1136,2242,1255,578,193,603,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7233,Zimbabwe,2006,215,736,2391,1939,896,348,199,237,1020,2424,1355,632,230,96,1558,699,3268,3394,1729,804,543,1458,1217,4013,2806,1400,577,309,288,253,1024,1001,434,177,127,278,403,1129,821,384,148,92,,,,,,,,,,,,,, +7234,Zimbabwe,2007,138,500,3693,0,716,292,153,185,739,3311,0,553,213,90,2347,6460,740,0,222,89,65,3329,7692,748,0,144,82,46,241,2949,98,0,30,18,14,193,2670,120,0,27,12,9,,,,,,,,,,,,,, +7235,Zimbabwe,2008,127,614,0,3316,704,263,185,145,840,0,2890,467,174,105,1364,837,0,5521,1388,613,490,1262,1263,0,5639,1129,490,303,222,252,0,1862,457,183,147,224,394,0,1622,322,142,104,,,,,,,,,,,,,, +7236,Zimbabwe,2009,125,578,,3471,681,293,192,180,873,,3028,419,229,126,1560,860,,6496,1655,882,861,1425,1334,,7023,1551,729,514,244,266,0,1922,491,231,223,210,394,0,1944,438,182,138,,,,,,,,,,,,,, +7237,Zimbabwe,2010,150,710,2208,1682,761,350,252,173,974,2185,1283,490,265,171,1826,821,3342,3270,1545,882,864,1732,1282,4013,2851,1377,789,563,270,243,902,868,418,229,192,220,319,1058,677,338,181,146,,,,,,,,,,,,,, +7238,Zimbabwe,2011,152,784,2467,2071,780,377,278,174,1084,2161,1386,448,274,160,1364,596,2473,2813,1264,702,728,1271,947,2754,2216,962,587,495,250,195,746,796,342,172,172,209,318,802,640,284,137,129,,,,,,,,,,,,,, +7239,Zimbabwe,2012,120,783,2421,2086,796,360,271,173,939,2053,1286,483,231,161,1169,613,2302,2657,1154,708,796,1008,888,2287,1957,829,516,432,233,214,658,789,331,178,182,208,319,710,579,228,140,143,,,,,,,,,,,,,, +7240,Zimbabwe,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1315,1642,5331,5363,2349,1206,1208,1252,2069,4649,3526,1453,811,725 diff --git a/exercises/tabular_tuberculosis/.ipynb_checkpoints/tuberculosis-checkpoint.ipynb b/exercises/tabular_tuberculosis/.ipynb_checkpoints/tuberculosis-checkpoint.ipynb new file mode 100644 index 0000000..a8d372b --- /dev/null +++ b/exercises/tabular_tuberculosis/.ipynb_checkpoints/tuberculosis-checkpoint.ipynb @@ -0,0 +1,776 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "e951a26e", + "metadata": {}, + "source": [ + "# Exercise: Analysis of tubercolosis cases by country and year period\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6b181870", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "pd.set_option('display.max_rows', 1000)\n", + "pd.set_option('display.max_columns', 100)\n", + "pd.set_option(\"display.max_colwidth\", None)" + ] + }, + { + "cell_type": "markdown", + "id": "9adcc036", + "metadata": {}, + "source": [ + "# Load the TB data from the World Health Organization" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "5d9e9162", + "metadata": {}, + "outputs": [], + "source": [ + "tb_raw = pd.read_csv('who2.csv', index_col='rownames')" + ] + }, + { + "cell_type": "markdown", + "id": "cf7691e5", + "metadata": {}, + "source": [ + "Only keep data between 2000 and 2012" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "a953d230", + "metadata": {}, + "outputs": [], + "source": [ + "cols = ['country', 'year'] + [c for c in tb_raw.columns if c.startswith('sp')]\n", + "tb_raw = tb_raw.loc[tb_raw['year'].between(2000, 2012), cols]" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "ba962fb7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2783, 16)" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "c79a5b8d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyearsp_m_014sp_m_1524sp_m_2534sp_m_3544sp_m_4554sp_m_5564sp_m_65sp_f_014sp_f_1524sp_f_2534sp_f_3544sp_f_4554sp_f_5564sp_f_65
        rownames
        5551San Marino2009NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
        642Belarus20090.066.0173.0208.0287.0134.054.00.041.052.052.041.025.068.0
        7234Zimbabwe2007138.0500.03693.00.0716.0292.0153.0185.0739.03311.00.0553.0213.090.0
        3471Kuwait20080.018.090.056.034.011.09.02.033.047.027.07.05.06.0
        3336Jordan20091.05.015.014.010.07.06.00.07.014.08.03.07.012.0
        2689Grenada2008NaN1.0NaN1.02.0NaN1.0NaNNaNNaNNaNNaNNaNNaN
        634Belarus20012.0NaNNaNNaNNaNNaNNaN4.0NaNNaNNaNNaNNaNNaN
        \n", + "
        " + ], + "text/plain": [ + " country year sp_m_014 sp_m_1524 sp_m_2534 sp_m_3544 \\\n", + "rownames \n", + "5551 San Marino 2009 NaN NaN NaN NaN \n", + "642 Belarus 2009 0.0 66.0 173.0 208.0 \n", + "7234 Zimbabwe 2007 138.0 500.0 3693.0 0.0 \n", + "3471 Kuwait 2008 0.0 18.0 90.0 56.0 \n", + "3336 Jordan 2009 1.0 5.0 15.0 14.0 \n", + "2689 Grenada 2008 NaN 1.0 NaN 1.0 \n", + "634 Belarus 2001 2.0 NaN NaN NaN \n", + "\n", + " sp_m_4554 sp_m_5564 sp_m_65 sp_f_014 sp_f_1524 sp_f_2534 \\\n", + "rownames \n", + "5551 NaN NaN NaN NaN NaN NaN \n", + "642 287.0 134.0 54.0 0.0 41.0 52.0 \n", + "7234 716.0 292.0 153.0 185.0 739.0 3311.0 \n", + "3471 34.0 11.0 9.0 2.0 33.0 47.0 \n", + "3336 10.0 7.0 6.0 0.0 7.0 14.0 \n", + "2689 2.0 NaN 1.0 NaN NaN NaN \n", + "634 NaN NaN NaN 4.0 NaN NaN \n", + "\n", + " sp_f_3544 sp_f_4554 sp_f_5564 sp_f_65 \n", + "rownames \n", + "5551 NaN NaN NaN NaN \n", + "642 52.0 41.0 25.0 68.0 \n", + "7234 0.0 553.0 213.0 90.0 \n", + "3471 27.0 7.0 5.0 6.0 \n", + "3336 8.0 3.0 7.0 12.0 \n", + "2689 NaN NaN NaN NaN \n", + "634 NaN NaN NaN NaN " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw.sample(7, random_state=727)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "6e8b1d89", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyearsp_m_014sp_m_1524sp_m_2534sp_m_3544sp_m_4554sp_m_5564sp_m_65sp_f_014sp_f_1524sp_f_2534sp_f_3544sp_f_4554sp_f_5564sp_f_65
        rownames
        191Angola2000186.0999.01003.0912.0482.0312.0194.0247.01142.01091.0844.0417.0200.0120.0
        192Angola2001230.0892.0752.0648.0420.0197.0173.0279.0993.0869.0647.0323.0200.0182.0
        193Angola2002435.02223.02292.01915.01187.0624.0444.0640.02610.02208.01600.0972.0533.0305.0
        194Angola2003409.02355.02598.01908.01090.0512.0361.0591.03078.02641.01747.01157.0395.0129.0
        195Angola2004554.02684.02659.01998.01196.0561.0321.0733.03198.02772.01854.01029.0505.0269.0
        196Angola2005520.02549.02797.01918.01255.0665.0461.0704.02926.02682.01797.01138.0581.0417.0
        197Angola2006540.02632.03049.02182.01397.0729.0428.0689.02851.02892.01990.01223.0583.0314.0
        198Angola2007484.02824.03197.02255.01357.0699.0465.0703.02943.02721.01812.01041.0554.0367.0
        199Angola2008367.02970.03493.02418.01480.0733.0420.0512.03199.02786.02082.01209.0556.0337.0
        200Angola2009392.03054.03600.02420.01590.0748.0463.0568.03152.02798.01790.01069.0572.0272.0
        201Angola2010448.02900.03584.02415.01424.0691.0355.0558.02763.02594.01688.0958.0482.0286.0
        202Angola2011501.03000.03792.02386.01395.0680.0455.0708.02731.02563.01683.01006.0457.0346.0
        203Angola2012390.02804.03627.02529.01427.0732.0424.0592.02501.02540.01617.01028.0529.0384.0
        \n", + "
        " + ], + "text/plain": [ + " country year sp_m_014 sp_m_1524 sp_m_2534 sp_m_3544 sp_m_4554 \\\n", + "rownames \n", + "191 Angola 2000 186.0 999.0 1003.0 912.0 482.0 \n", + "192 Angola 2001 230.0 892.0 752.0 648.0 420.0 \n", + "193 Angola 2002 435.0 2223.0 2292.0 1915.0 1187.0 \n", + "194 Angola 2003 409.0 2355.0 2598.0 1908.0 1090.0 \n", + "195 Angola 2004 554.0 2684.0 2659.0 1998.0 1196.0 \n", + "196 Angola 2005 520.0 2549.0 2797.0 1918.0 1255.0 \n", + "197 Angola 2006 540.0 2632.0 3049.0 2182.0 1397.0 \n", + "198 Angola 2007 484.0 2824.0 3197.0 2255.0 1357.0 \n", + "199 Angola 2008 367.0 2970.0 3493.0 2418.0 1480.0 \n", + "200 Angola 2009 392.0 3054.0 3600.0 2420.0 1590.0 \n", + "201 Angola 2010 448.0 2900.0 3584.0 2415.0 1424.0 \n", + "202 Angola 2011 501.0 3000.0 3792.0 2386.0 1395.0 \n", + "203 Angola 2012 390.0 2804.0 3627.0 2529.0 1427.0 \n", + "\n", + " sp_m_5564 sp_m_65 sp_f_014 sp_f_1524 sp_f_2534 sp_f_3544 \\\n", + "rownames \n", + "191 312.0 194.0 247.0 1142.0 1091.0 844.0 \n", + "192 197.0 173.0 279.0 993.0 869.0 647.0 \n", + "193 624.0 444.0 640.0 2610.0 2208.0 1600.0 \n", + "194 512.0 361.0 591.0 3078.0 2641.0 1747.0 \n", + "195 561.0 321.0 733.0 3198.0 2772.0 1854.0 \n", + "196 665.0 461.0 704.0 2926.0 2682.0 1797.0 \n", + "197 729.0 428.0 689.0 2851.0 2892.0 1990.0 \n", + "198 699.0 465.0 703.0 2943.0 2721.0 1812.0 \n", + "199 733.0 420.0 512.0 3199.0 2786.0 2082.0 \n", + "200 748.0 463.0 568.0 3152.0 2798.0 1790.0 \n", + "201 691.0 355.0 558.0 2763.0 2594.0 1688.0 \n", + "202 680.0 455.0 708.0 2731.0 2563.0 1683.0 \n", + "203 732.0 424.0 592.0 2501.0 2540.0 1617.0 \n", + "\n", + " sp_f_4554 sp_f_5564 sp_f_65 \n", + "rownames \n", + "191 417.0 200.0 120.0 \n", + "192 323.0 200.0 182.0 \n", + "193 972.0 533.0 305.0 \n", + "194 1157.0 395.0 129.0 \n", + "195 1029.0 505.0 269.0 \n", + "196 1138.0 581.0 417.0 \n", + "197 1223.0 583.0 314.0 \n", + "198 1041.0 554.0 367.0 \n", + "199 1209.0 556.0 337.0 \n", + "200 1069.0 572.0 272.0 \n", + "201 958.0 482.0 286.0 \n", + "202 1006.0 457.0 346.0 \n", + "203 1028.0 529.0 384.0 " + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw[tb_raw['country'] == 'Angola']" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "116c47ad", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['country', 'year', 'sp_m_014', 'sp_m_1524', 'sp_m_2534', 'sp_m_3544',\n", + " 'sp_m_4554', 'sp_m_5564', 'sp_m_65', 'sp_f_014', 'sp_f_1524',\n", + " 'sp_f_2534', 'sp_f_3544', 'sp_f_4554', 'sp_f_5564', 'sp_f_65'],\n", + " dtype='object')" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw.columns" + ] + }, + { + "cell_type": "markdown", + "id": "9d1f036e", + "metadata": {}, + "source": [ + "# Compute summary tables\n", + "\n", + "1. Compute the number of cases per country and gender" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "51e34c9b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c8e9b0e4", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/tabular_tuberculosis/tuberculosis.ipynb b/exercises/tabular_tuberculosis/tuberculosis.ipynb new file mode 100644 index 0000000..a8d372b --- /dev/null +++ b/exercises/tabular_tuberculosis/tuberculosis.ipynb @@ -0,0 +1,776 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "e951a26e", + "metadata": {}, + "source": [ + "# Exercise: Analysis of tubercolosis cases by country and year period\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6b181870", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "pd.set_option('display.max_rows', 1000)\n", + "pd.set_option('display.max_columns', 100)\n", + "pd.set_option(\"display.max_colwidth\", None)" + ] + }, + { + "cell_type": "markdown", + "id": "9adcc036", + "metadata": {}, + "source": [ + "# Load the TB data from the World Health Organization" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "5d9e9162", + "metadata": {}, + "outputs": [], + "source": [ + "tb_raw = pd.read_csv('who2.csv', index_col='rownames')" + ] + }, + { + "cell_type": "markdown", + "id": "cf7691e5", + "metadata": {}, + "source": [ + "Only keep data between 2000 and 2012" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "a953d230", + "metadata": {}, + "outputs": [], + "source": [ + "cols = ['country', 'year'] + [c for c in tb_raw.columns if c.startswith('sp')]\n", + "tb_raw = tb_raw.loc[tb_raw['year'].between(2000, 2012), cols]" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "ba962fb7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2783, 16)" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "c79a5b8d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyearsp_m_014sp_m_1524sp_m_2534sp_m_3544sp_m_4554sp_m_5564sp_m_65sp_f_014sp_f_1524sp_f_2534sp_f_3544sp_f_4554sp_f_5564sp_f_65
        rownames
        5551San Marino2009NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
        642Belarus20090.066.0173.0208.0287.0134.054.00.041.052.052.041.025.068.0
        7234Zimbabwe2007138.0500.03693.00.0716.0292.0153.0185.0739.03311.00.0553.0213.090.0
        3471Kuwait20080.018.090.056.034.011.09.02.033.047.027.07.05.06.0
        3336Jordan20091.05.015.014.010.07.06.00.07.014.08.03.07.012.0
        2689Grenada2008NaN1.0NaN1.02.0NaN1.0NaNNaNNaNNaNNaNNaNNaN
        634Belarus20012.0NaNNaNNaNNaNNaNNaN4.0NaNNaNNaNNaNNaNNaN
        \n", + "
        " + ], + "text/plain": [ + " country year sp_m_014 sp_m_1524 sp_m_2534 sp_m_3544 \\\n", + "rownames \n", + "5551 San Marino 2009 NaN NaN NaN NaN \n", + "642 Belarus 2009 0.0 66.0 173.0 208.0 \n", + "7234 Zimbabwe 2007 138.0 500.0 3693.0 0.0 \n", + "3471 Kuwait 2008 0.0 18.0 90.0 56.0 \n", + "3336 Jordan 2009 1.0 5.0 15.0 14.0 \n", + "2689 Grenada 2008 NaN 1.0 NaN 1.0 \n", + "634 Belarus 2001 2.0 NaN NaN NaN \n", + "\n", + " sp_m_4554 sp_m_5564 sp_m_65 sp_f_014 sp_f_1524 sp_f_2534 \\\n", + "rownames \n", + "5551 NaN NaN NaN NaN NaN NaN \n", + "642 287.0 134.0 54.0 0.0 41.0 52.0 \n", + "7234 716.0 292.0 153.0 185.0 739.0 3311.0 \n", + "3471 34.0 11.0 9.0 2.0 33.0 47.0 \n", + "3336 10.0 7.0 6.0 0.0 7.0 14.0 \n", + "2689 2.0 NaN 1.0 NaN NaN NaN \n", + "634 NaN NaN NaN 4.0 NaN NaN \n", + "\n", + " sp_f_3544 sp_f_4554 sp_f_5564 sp_f_65 \n", + "rownames \n", + "5551 NaN NaN NaN NaN \n", + "642 52.0 41.0 25.0 68.0 \n", + "7234 0.0 553.0 213.0 90.0 \n", + "3471 27.0 7.0 5.0 6.0 \n", + "3336 8.0 3.0 7.0 12.0 \n", + "2689 NaN NaN NaN NaN \n", + "634 NaN NaN NaN NaN " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw.sample(7, random_state=727)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "6e8b1d89", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        countryyearsp_m_014sp_m_1524sp_m_2534sp_m_3544sp_m_4554sp_m_5564sp_m_65sp_f_014sp_f_1524sp_f_2534sp_f_3544sp_f_4554sp_f_5564sp_f_65
        rownames
        191Angola2000186.0999.01003.0912.0482.0312.0194.0247.01142.01091.0844.0417.0200.0120.0
        192Angola2001230.0892.0752.0648.0420.0197.0173.0279.0993.0869.0647.0323.0200.0182.0
        193Angola2002435.02223.02292.01915.01187.0624.0444.0640.02610.02208.01600.0972.0533.0305.0
        194Angola2003409.02355.02598.01908.01090.0512.0361.0591.03078.02641.01747.01157.0395.0129.0
        195Angola2004554.02684.02659.01998.01196.0561.0321.0733.03198.02772.01854.01029.0505.0269.0
        196Angola2005520.02549.02797.01918.01255.0665.0461.0704.02926.02682.01797.01138.0581.0417.0
        197Angola2006540.02632.03049.02182.01397.0729.0428.0689.02851.02892.01990.01223.0583.0314.0
        198Angola2007484.02824.03197.02255.01357.0699.0465.0703.02943.02721.01812.01041.0554.0367.0
        199Angola2008367.02970.03493.02418.01480.0733.0420.0512.03199.02786.02082.01209.0556.0337.0
        200Angola2009392.03054.03600.02420.01590.0748.0463.0568.03152.02798.01790.01069.0572.0272.0
        201Angola2010448.02900.03584.02415.01424.0691.0355.0558.02763.02594.01688.0958.0482.0286.0
        202Angola2011501.03000.03792.02386.01395.0680.0455.0708.02731.02563.01683.01006.0457.0346.0
        203Angola2012390.02804.03627.02529.01427.0732.0424.0592.02501.02540.01617.01028.0529.0384.0
        \n", + "
        " + ], + "text/plain": [ + " country year sp_m_014 sp_m_1524 sp_m_2534 sp_m_3544 sp_m_4554 \\\n", + "rownames \n", + "191 Angola 2000 186.0 999.0 1003.0 912.0 482.0 \n", + "192 Angola 2001 230.0 892.0 752.0 648.0 420.0 \n", + "193 Angola 2002 435.0 2223.0 2292.0 1915.0 1187.0 \n", + "194 Angola 2003 409.0 2355.0 2598.0 1908.0 1090.0 \n", + "195 Angola 2004 554.0 2684.0 2659.0 1998.0 1196.0 \n", + "196 Angola 2005 520.0 2549.0 2797.0 1918.0 1255.0 \n", + "197 Angola 2006 540.0 2632.0 3049.0 2182.0 1397.0 \n", + "198 Angola 2007 484.0 2824.0 3197.0 2255.0 1357.0 \n", + "199 Angola 2008 367.0 2970.0 3493.0 2418.0 1480.0 \n", + "200 Angola 2009 392.0 3054.0 3600.0 2420.0 1590.0 \n", + "201 Angola 2010 448.0 2900.0 3584.0 2415.0 1424.0 \n", + "202 Angola 2011 501.0 3000.0 3792.0 2386.0 1395.0 \n", + "203 Angola 2012 390.0 2804.0 3627.0 2529.0 1427.0 \n", + "\n", + " sp_m_5564 sp_m_65 sp_f_014 sp_f_1524 sp_f_2534 sp_f_3544 \\\n", + "rownames \n", + "191 312.0 194.0 247.0 1142.0 1091.0 844.0 \n", + "192 197.0 173.0 279.0 993.0 869.0 647.0 \n", + "193 624.0 444.0 640.0 2610.0 2208.0 1600.0 \n", + "194 512.0 361.0 591.0 3078.0 2641.0 1747.0 \n", + "195 561.0 321.0 733.0 3198.0 2772.0 1854.0 \n", + "196 665.0 461.0 704.0 2926.0 2682.0 1797.0 \n", + "197 729.0 428.0 689.0 2851.0 2892.0 1990.0 \n", + "198 699.0 465.0 703.0 2943.0 2721.0 1812.0 \n", + "199 733.0 420.0 512.0 3199.0 2786.0 2082.0 \n", + "200 748.0 463.0 568.0 3152.0 2798.0 1790.0 \n", + "201 691.0 355.0 558.0 2763.0 2594.0 1688.0 \n", + "202 680.0 455.0 708.0 2731.0 2563.0 1683.0 \n", + "203 732.0 424.0 592.0 2501.0 2540.0 1617.0 \n", + "\n", + " sp_f_4554 sp_f_5564 sp_f_65 \n", + "rownames \n", + "191 417.0 200.0 120.0 \n", + "192 323.0 200.0 182.0 \n", + "193 972.0 533.0 305.0 \n", + "194 1157.0 395.0 129.0 \n", + "195 1029.0 505.0 269.0 \n", + "196 1138.0 581.0 417.0 \n", + "197 1223.0 583.0 314.0 \n", + "198 1041.0 554.0 367.0 \n", + "199 1209.0 556.0 337.0 \n", + "200 1069.0 572.0 272.0 \n", + "201 958.0 482.0 286.0 \n", + "202 1006.0 457.0 346.0 \n", + "203 1028.0 529.0 384.0 " + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw[tb_raw['country'] == 'Angola']" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "116c47ad", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['country', 'year', 'sp_m_014', 'sp_m_1524', 'sp_m_2534', 'sp_m_3544',\n", + " 'sp_m_4554', 'sp_m_5564', 'sp_m_65', 'sp_f_014', 'sp_f_1524',\n", + " 'sp_f_2534', 'sp_f_3544', 'sp_f_4554', 'sp_f_5564', 'sp_f_65'],\n", + " dtype='object')" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tb_raw.columns" + ] + }, + { + "cell_type": "markdown", + "id": "9d1f036e", + "metadata": {}, + "source": [ + "# Compute summary tables\n", + "\n", + "1. Compute the number of cases per country and gender" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "51e34c9b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c8e9b0e4", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/tabular_tuberculosis/who2.csv b/exercises/tabular_tuberculosis/who2.csv new file mode 100644 index 0000000..a1587d0 --- /dev/null +++ b/exercises/tabular_tuberculosis/who2.csv @@ -0,0 +1,7241 @@ +rownames,country,year,sp_m_014,sp_m_1524,sp_m_2534,sp_m_3544,sp_m_4554,sp_m_5564,sp_m_65,sp_f_014,sp_f_1524,sp_f_2534,sp_f_3544,sp_f_4554,sp_f_5564,sp_f_65,sn_m_014,sn_m_1524,sn_m_2534,sn_m_3544,sn_m_4554,sn_m_5564,sn_m_65,sn_f_014,sn_f_1524,sn_f_2534,sn_f_3544,sn_f_4554,sn_f_5564,sn_f_65,ep_m_014,ep_m_1524,ep_m_2534,ep_m_3544,ep_m_4554,ep_m_5564,ep_m_65,ep_f_014,ep_f_1524,ep_f_2534,ep_f_3544,ep_f_4554,ep_f_5564,ep_f_65,rel_m_014,rel_m_1524,rel_m_2534,rel_m_3544,rel_m_4554,rel_m_5564,rel_m_65,rel_f_014,rel_f_1524,rel_f_2534,rel_f_3544,rel_f_4554,rel_f_5564,rel_f_65 +1,Afghanistan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2,Afghanistan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3,Afghanistan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4,Afghanistan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5,Afghanistan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6,Afghanistan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7,Afghanistan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +8,Afghanistan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +9,Afghanistan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +10,Afghanistan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +11,Afghanistan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +12,Afghanistan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +13,Afghanistan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +14,Afghanistan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +15,Afghanistan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +16,Afghanistan,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +17,Afghanistan,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +18,Afghanistan,1997,0,10,6,3,5,2,0,5,38,36,14,8,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +19,Afghanistan,1998,30,129,128,90,89,64,41,45,350,419,194,118,61,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +20,Afghanistan,1999,8,55,55,47,34,21,8,25,139,160,110,50,25,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +21,Afghanistan,2000,52,228,183,149,129,94,80,93,414,565,339,205,99,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22,Afghanistan,2001,129,379,349,274,204,139,103,146,799,888,586,375,179,89,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23,Afghanistan,2002,90,476,481,368,246,241,189,192,1119,1251,792,526,320,218,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +24,Afghanistan,2003,127,511,436,284,256,288,203,245,1152,1287,814,462,305,158,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +25,Afghanistan,2004,139,537,568,360,358,386,310,256,1360,1561,1096,645,413,256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +26,Afghanistan,2005,151,606,560,472,453,470,419,320,1651,1959,1302,869,471,246,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +27,Afghanistan,2006,193,837,791,574,572,572,410,442,2139,2340,1654,1006,630,309,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +28,Afghanistan,2007,186,856,840,597,566,630,507,475,2224,2357,1708,1143,771,353,0,0,0,0,0,0,0,,,,,,,,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,, +29,Afghanistan,2008,187,941,773,545,570,630,575,428,2094,2449,1614,1149,817,364,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +30,Afghanistan,2009,200,906,705,499,491,596,570,439,2173,2186,1541,1014,764,419,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +31,Afghanistan,2010,197,986,819,491,490,641,622,445,2107,2263,1455,1112,831,488,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32,Afghanistan,2011,204,1010,895,613,570,700,692,465,2167,2325,1564,1146,903,535,902,,,,,,,851,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +33,Afghanistan,2012,188,1116,801,586,521,585,651,400,2280,2204,1482,1150,850,505,1265,,,,,,,1190,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34,Afghanistan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1705,,,,,,,1749,,,,,, +35,Albania,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +36,Albania,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +37,Albania,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +38,Albania,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +39,Albania,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +40,Albania,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +41,Albania,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +42,Albania,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +43,Albania,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +44,Albania,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +45,Albania,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +46,Albania,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +47,Albania,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +48,Albania,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +49,Albania,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +50,Albania,1995,0,0,0,0,19,40,30,0,1,0,0,13,20,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +51,Albania,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +52,Albania,1997,0,23,43,33,25,21,19,1,16,19,14,9,10,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +53,Albania,1998,1,17,21,24,18,26,24,2,19,11,12,13,11,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +54,Albania,1999,0,13,23,25,19,15,15,0,5,13,11,5,8,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +55,Albania,2000,2,19,21,14,24,19,16,3,11,10,8,8,5,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +56,Albania,2001,3,13,18,17,19,20,30,1,12,10,5,7,7,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +57,Albania,2002,0,21,27,29,19,23,25,2,20,19,9,6,8,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +58,Albania,2003,0,28,19,32,16,22,19,2,13,8,6,14,12,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +59,Albania,2004,5,12,19,21,24,23,20,2,12,12,8,11,10,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +60,Albania,2005,0,26,21,16,31,20,37,0,3,9,5,5,5,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +61,Albania,2006,5,24,19,22,21,19,20,2,12,8,7,7,7,13,15,4,5,2,8,9,25,4,6,3,5,3,5,12,9,19,11,18,12,9,21,7,8,10,9,12,15,15,,,,,,,,,,,,,, +62,Albania,2007,0,19,13,16,24,16,19,2,13,9,7,7,11,9,10,9,4,7,11,13,17,5,5,2,1,6,6,9,9,18,9,10,14,8,19,1,8,9,8,13,12,14,,,,,,,,,,,,,, +63,Albania,2008,1,23,26,13,19,13,16,1,20,10,8,5,5,10,8,8,2,7,5,7,10,6,7,2,7,5,3,10,0,11,12,6,15,13,18,3,12,7,10,12,10,16,,,,,,,,,,,,,, +64,Albania,2009,0,22,21,12,24,15,22,2,15,7,6,9,4,12,7,9,5,9,8,10,20,4,7,3,5,10,2,10,2,16,6,7,14,19,15,2,5,5,11,8,8,18,,,,,,,,,,,,,, +65,Albania,2010,0,28,17,14,16,16,15,2,11,7,6,3,2,8,6,9,7,10,13,13,18,4,4,3,3,6,3,6,4,26,15,16,13,14,21,2,10,6,8,4,9,17,,,,,,,,,,,,,, +66,Albania,2011,0,29,26,18,30,9,22,1,14,10,6,2,1,12,2,11,5,6,13,17,19,0,3,4,4,2,10,9,1,17,10,4,12,15,13,3,9,4,6,12,11,11,,,,,,,,,,,,,, +67,Albania,2012,0,33,34,16,15,11,23,0,17,9,6,3,6,12,1,6,9,7,10,12,19,1,4,8,2,3,7,11,0,15,12,5,13,11,13,1,5,8,2,7,5,9,,,,,,,,,,,,,, +68,Albania,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,14,60,61,32,44,50,67,5,28,34,13,18,14,34 +69,Algeria,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +70,Algeria,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +71,Algeria,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +72,Algeria,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +73,Algeria,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +74,Algeria,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +75,Algeria,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +76,Algeria,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +77,Algeria,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +78,Algeria,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +79,Algeria,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +80,Algeria,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +81,Algeria,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +82,Algeria,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +83,Algeria,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +84,Algeria,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +85,Algeria,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +86,Algeria,1997,659,1422,1982,639,357,312,396,92,1102,702,405,242,236,356,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +87,Algeria,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +88,Algeria,1999,40,1193,1344,556,706,263,315,92,884,621,281,221,243,329,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +89,Algeria,2000,59,927,1516,610,491,234,299,36,1005,1293,746,314,208,312,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +90,Algeria,2001,41,1345,1614,708,401,283,390,79,1057,782,352,287,280,334,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +91,Algeria,2002,39,1364,1580,630,406,273,280,71,1840,730,334,224,217,258,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +92,Algeria,2003,40,1316,1633,706,429,231,328,74,1017,702,326,242,241,356,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +93,Algeria,2004,63,1326,1694,758,434,271,373,92,1011,798,320,253,227,359,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +94,Algeria,2005,53,1309,1841,919,473,314,426,102,1044,820,389,270,229,465,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +95,Algeria,2006,41,1173,1573,692,409,251,360,80,971,679,339,223,197,408,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +96,Algeria,2007,95,1388,1749,813,494,296,407,109,1031,811,335,273,247,391,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +97,Algeria,2008,99,1505,1786,794,447,198,463,150,1263,827,346,256,226,286,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +98,Algeria,2009,43,1225,1827,898,541,319,364,90,1021,860,363,270,241,340,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +99,Algeria,2010,52,1203,1669,825,513,392,397,79,1086,826,417,251,222,367,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +100,Algeria,2011,42,1147,1513,881,483,345,347,58,1050,787,383,211,202,341,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +101,Algeria,2012,29,1102,1467,857,464,354,349,60,917,773,382,198,229,329,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +102,Algeria,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,25,1021,1288,763,475,324,409,50,861,707,377,267,205,352 +103,American Samoa,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +104,American Samoa,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +105,American Samoa,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +106,American Samoa,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +107,American Samoa,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +108,American Samoa,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +109,American Samoa,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +110,American Samoa,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +111,American Samoa,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +112,American Samoa,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +113,American Samoa,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +114,American Samoa,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +115,American Samoa,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +116,American Samoa,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +117,American Samoa,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +118,American Samoa,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +119,American Samoa,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +120,American Samoa,1997,1,0,0,1,1,1,1,0,0,0,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +121,American Samoa,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +122,American Samoa,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +123,American Samoa,2000,,,,,1,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +124,American Samoa,2001,,,,,,,,,,,1,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +125,American Samoa,2002,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +126,American Samoa,2003,,,,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +127,American Samoa,2004,,,,,,2,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +128,American Samoa,2005,,,,,,,,,,1,,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +129,American Samoa,2006,,,,,,,,,,1,,2,,,,,,,,,,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,, +130,American Samoa,2007,,,,,,,,,,,,,,,0,1,0,0,1,0,0,0,0,0,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,, +131,American Samoa,2008,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +132,American Samoa,2009,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,,,,,,,,,,,,,, +133,American Samoa,2010,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +134,American Samoa,2011,,,,,,,,,,,,,,,,,,,1,1,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +135,American Samoa,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +136,American Samoa,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +137,Andorra,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +138,Andorra,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +139,Andorra,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +140,Andorra,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +141,Andorra,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +142,Andorra,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +143,Andorra,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +144,Andorra,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +145,Andorra,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +146,Andorra,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +147,Andorra,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +148,Andorra,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +149,Andorra,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +150,Andorra,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +151,Andorra,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +152,Andorra,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +153,Andorra,1996,0,0,0,4,1,0,0,0,1,1,0,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +154,Andorra,1997,0,0,1,2,2,1,6,0,1,2,3,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +155,Andorra,1998,0,0,0,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +156,Andorra,1999,0,0,0,1,1,0,0,0,0,0,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +157,Andorra,2000,0,0,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +158,Andorra,2001,0,,,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +159,Andorra,2002,0,0,0,1,0,0,0,0,1,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +160,Andorra,2003,0,0,0,1,2,0,0,0,1,1,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +161,Andorra,2004,0,0,0,1,1,0,0,0,0,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +162,Andorra,2005,0,0,1,1,0,0,0,0,1,1,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +163,Andorra,2006,0,1,1,2,0,1,1,0,0,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,1,0,,,,,,,,,,,,,, +164,Andorra,2007,,,,,,,,,,1,,1,,,,,,,,,1,,,,,,,,,,,1,,,,,,,,1,1,,,,,,,,,,,,,,, +165,Andorra,2008,0,0,0,0,1,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +166,Andorra,2009,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,2,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +167,Andorra,2010,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,1,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,,,,,,,,,,,,,, +168,Andorra,2011,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +169,Andorra,2012,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0,0,1,0,0,0,,,,,,,,,,,,,, +170,Andorra,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,1,2,1,0,0,0,0,1,0,0,0 +171,Angola,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +172,Angola,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +173,Angola,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +174,Angola,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +175,Angola,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +176,Angola,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +177,Angola,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +178,Angola,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +179,Angola,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +180,Angola,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +181,Angola,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +182,Angola,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +183,Angola,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +184,Angola,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +185,Angola,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +186,Angola,1995,386,724,562,346,224,155,14,371,707,443,264,248,130,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +187,Angola,1996,360,1036,926,1027,469,272,169,388,1066,963,615,370,242,113,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +188,Angola,1997,419,913,1026,819,507,304,193,431,1165,1007,627,411,234,145,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +189,Angola,1998,240,915,950,839,470,219,135,297,1084,970,623,319,169,92,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +190,Angola,1999,391,1134,1237,973,518,314,234,459,1197,1157,743,474,217,194,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +191,Angola,2000,186,999,1003,912,482,312,194,247,1142,1091,844,417,200,120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +192,Angola,2001,230,892,752,648,420,197,173,279,993,869,647,323,200,182,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +193,Angola,2002,435,2223,2292,1915,1187,624,444,640,2610,2208,1600,972,533,305,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +194,Angola,2003,409,2355,2598,1908,1090,512,361,591,3078,2641,1747,1157,395,129,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +195,Angola,2004,554,2684,2659,1998,1196,561,321,733,3198,2772,1854,1029,505,269,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +196,Angola,2005,520,2549,2797,1918,1255,665,461,704,2926,2682,1797,1138,581,417,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +197,Angola,2006,540,2632,3049,2182,1397,729,428,689,2851,2892,1990,1223,583,314,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +198,Angola,2007,484,2824,3197,2255,1357,699,465,703,2943,2721,1812,1041,554,367,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +199,Angola,2008,367,2970,3493,2418,1480,733,420,512,3199,2786,2082,1209,556,337,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +200,Angola,2009,392,3054,3600,2420,1590,748,463,568,3152,2798,1790,1069,572,272,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +201,Angola,2010,448,2900,3584,2415,1424,691,355,558,2763,2594,1688,958,482,286,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +202,Angola,2011,501,3000,3792,2386,1395,680,455,708,2731,2563,1683,1006,457,346,2466,,,,,,,2165,,,,,,,36,,,,,,,64,,,,,,,,,,,,,,,,,,,, +203,Angola,2012,390,2804,3627,2529,1427,732,424,592,2501,2540,1617,1028,529,384,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +204,Angola,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,486,2992,3790,2632,1433,735,386,626,2644,2480,1671,991,481,314 +205,Anguilla,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +206,Anguilla,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +207,Anguilla,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +208,Anguilla,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +209,Anguilla,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +210,Anguilla,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +211,Anguilla,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +212,Anguilla,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +213,Anguilla,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +214,Anguilla,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +215,Anguilla,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +216,Anguilla,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +217,Anguilla,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +218,Anguilla,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +219,Anguilla,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +220,Anguilla,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +221,Anguilla,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +222,Anguilla,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +223,Anguilla,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +224,Anguilla,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +225,Anguilla,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +226,Anguilla,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +227,Anguilla,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +228,Anguilla,2003,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +229,Anguilla,2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +230,Anguilla,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +231,Anguilla,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +232,Anguilla,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +233,Anguilla,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +234,Anguilla,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +235,Anguilla,2010,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +236,Anguilla,2011,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +237,Anguilla,2012,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +238,Anguilla,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +239,Antigua and Barbuda,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +240,Antigua and Barbuda,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +241,Antigua and Barbuda,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +242,Antigua and Barbuda,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +243,Antigua and Barbuda,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +244,Antigua and Barbuda,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +245,Antigua and Barbuda,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +246,Antigua and Barbuda,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +247,Antigua and Barbuda,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +248,Antigua and Barbuda,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +249,Antigua and Barbuda,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +250,Antigua and Barbuda,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +251,Antigua and Barbuda,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +252,Antigua and Barbuda,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +253,Antigua and Barbuda,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +254,Antigua and Barbuda,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +255,Antigua and Barbuda,1996,0,0,0,0,1,0,0,0,0,0,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +256,Antigua and Barbuda,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +257,Antigua and Barbuda,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +258,Antigua and Barbuda,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +259,Antigua and Barbuda,2000,0,0,0,0,0,0,1,1,1,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +260,Antigua and Barbuda,2001,,,,,,,,0,1,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +261,Antigua and Barbuda,2002,0,0,1,0,0,0,0,2,0,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +262,Antigua and Barbuda,2003,0,0,1,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +263,Antigua and Barbuda,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +264,Antigua and Barbuda,2005,,,,1,1,,,,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +265,Antigua and Barbuda,2006,,,,,,,,,,,,,,,0,0,1,1,0,2,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,, +266,Antigua and Barbuda,2007,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +267,Antigua and Barbuda,2008,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +268,Antigua and Barbuda,2009,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +269,Antigua and Barbuda,2010,0,0,2,0,2,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +270,Antigua and Barbuda,2011,0,0,1,1,3,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +271,Antigua and Barbuda,2012,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +272,Antigua and Barbuda,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,1,1,2,2,1,1,0,0,0,0,0,0,1 +273,Argentina,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +274,Argentina,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +275,Argentina,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +276,Argentina,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +277,Argentina,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +278,Argentina,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +279,Argentina,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +280,Argentina,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +281,Argentina,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +282,Argentina,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +283,Argentina,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +284,Argentina,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +285,Argentina,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +286,Argentina,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +287,Argentina,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +288,Argentina,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +289,Argentina,1996,113,611,535,338,276,230,286,107,643,591,528,546,520,463,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +290,Argentina,1997,96,580,600,523,489,417,393,133,566,511,336,240,199,234,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +291,Argentina,1998,84,578,571,463,476,387,370,94,558,498,271,229,207,276,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +292,Argentina,1999,90,490,546,435,464,384,380,108,502,442,292,210,177,249,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +293,Argentina,2000,97,278,594,402,419,368,330,121,544,479,262,230,179,216,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +294,Argentina,2001,78,682,611,495,471,404,436,85,674,561,303,242,215,249,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +295,Argentina,2002,70,612,658,463,477,389,399,117,622,580,301,237,203,255,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +296,Argentina,2003,89,574,565,413,461,366,405,99,516,513,294,241,192,231,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +297,Argentina,2004,64,588,543,399,387,332,345,98,519,477,271,237,169,237,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +298,Argentina,2005,64,621,530,358,384,340,348,90,530,474,290,198,169,240,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +299,Argentina,2006,67,519,484,360,351,346,321,74,438,437,235,197,173,213,394,196,235,143,153,176,187,345,187,185,119,75,90,127,32,111,122,94,92,76,91,36,87,91,69,59,46,75,,,,,,,,,,,,,, +300,Argentina,2007,77,656,623,401,415,389,324,70,558,500,246,217,172,246,539,278,214,189,147,159,152,476,234,199,135,111,67,149,64,157,192,122,96,86,95,39,144,140,89,73,46,90,,,,,,,,,,,,,, +301,Argentina,2008,69,633,611,390,416,364,295,66,536,506,252,221,157,204,417,287,238,175,162,125,142,409,207,199,128,81,79,111,51,163,191,155,104,96,109,37,125,158,88,66,58,78,,,,,,,,,,,,,, +302,Argentina,2009,44,546,483,348,327,303,297,63,434,406,257,185,137,199,269,193,226,154,129,136,144,217,189,156,99,99,62,87,25,86,113,93,79,77,70,24,74,90,61,53,32,55,,,,,,,,,,,,,, +303,Argentina,2010,56,536,491,309,302,340,282,59,421,426,233,184,153,176,190,214,196,155,148,126,134,186,171,132,98,82,67,108,23,91,104,86,60,61,66,17,72,68,56,59,44,45,,,,,,,,,,,,,, +304,Argentina,2011,143,664,657,434,397,358,289,142,587,470,279,192,169,213,325,304,270,179,158,119,118,257,250,221,153,98,73,92,72,217,240,134,95,89,72,75,162,158,107,65,62,60,,,,,,,,,,,,,, +305,Argentina,2012,59,533,484,299,180,182,181,67,652,614,375,364,321,322,322,222,173,126,83,69,83,297,258,195,152,115,125,114,40,128,102,107,75,49,63,46,154,153,147,72,63,84,,,,,,,,,,,,,, +306,Argentina,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,462,1124,1094,768,593,581,491,431,927,808,537,395,307,374 +307,Armenia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +308,Armenia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +309,Armenia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +310,Armenia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +311,Armenia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +312,Armenia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +313,Armenia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +314,Armenia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +315,Armenia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +316,Armenia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +317,Armenia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +318,Armenia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +319,Armenia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +320,Armenia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +321,Armenia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +322,Armenia,1995,1,18,16,11,10,8,1,1,1,7,2,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +323,Armenia,1996,2,53,100,51,43,30,7,0,9,11,9,8,4,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +324,Armenia,1997,2,85,59,77,51,34,12,3,16,22,17,7,14,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +325,Armenia,1998,2,159,90,79,39,17,15,1,21,20,11,10,5,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +326,Armenia,1999,4,151,88,115,76,37,20,6,22,15,20,6,9,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +327,Armenia,2000,2,152,130,131,63,26,21,1,24,27,24,8,8,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +328,Armenia,2001,2,154,120,93,54,24,9,1,40,31,22,10,7,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +329,Armenia,2002,1,95,63,109,93,21,14,2,16,24,32,36,4,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +330,Armenia,2003,12,120,98,75,104,49,18,2,29,31,13,12,9,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +331,Armenia,2004,2,130,72,76,62,25,24,1,24,17,12,10,3,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +332,Armenia,2005,3,170,104,83,84,30,24,3,27,21,10,11,4,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +333,Armenia,2006,0,113,116,96,98,38,17,3,28,29,16,15,7,4,27,172,64,68,97,44,79,25,36,31,15,16,9,11,25,103,29,24,14,8,17,12,19,25,12,18,8,10,,,,,,,,,,,,,, +334,Armenia,2007,1,81,87,100,92,29,20,2,31,22,11,7,7,7,26,122,78,62,106,59,84,12,36,33,23,22,15,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +335,Armenia,2008,0,53,103,74,87,37,15,4,44,25,10,14,10,11,18,107,88,76,112,64,79,15,38,45,27,30,12,13,29,51,30,21,33,13,11,19,23,18,14,14,15,5,,,,,,,,,,,,,, +336,Armenia,2009,1,52,76,59,102,36,16,2,33,29,7,9,9,9,6,102,100,85,106,84,69,6,38,42,23,26,16,22,32,61,28,22,21,15,15,18,31,10,12,18,9,7,,,,,,,,,,,,,, +337,Armenia,2010,0,36,75,49,68,27,15,1,24,17,4,7,8,8,6,77,93,72,101,75,49,7,28,52,17,24,23,15,31,53,44,18,23,17,17,14,35,33,14,28,16,8,,,,,,,,,,,,,, +338,Armenia,2011,0,28,65,52,71,42,8,0,19,16,9,7,7,5,5,66,76,64,93,72,69,11,20,27,18,29,18,14,19,43,33,18,19,22,13,12,30,23,15,21,12,9,,,,,,,,,,,,,, +339,Armenia,2012,1,23,67,60,56,34,18,0,13,19,12,2,5,5,8,53,73,64,84,89,58,2,18,32,13,21,22,16,20,34,14,27,29,18,13,6,12,34,15,11,13,9,,,,,,,,,,,,,, +340,Armenia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,25,116,169,165,254,217,122,17,50,81,48,52,48,33 +341,Aruba,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +342,Aruba,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +343,Aruba,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +344,Aruba,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +345,Aruba,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +346,Aruba,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +347,Aruba,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +348,Aruba,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +349,Aruba,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +350,Aruba,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +351,Aruba,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +352,Aruba,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +353,Aruba,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +354,Aruba,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +355,Aruba,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +356,Aruba,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +357,Aruba,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +358,Aruba,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +359,Aruba,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +360,Aruba,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +361,Aruba,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +362,Aruba,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +363,Aruba,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +364,Aruba,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +365,Aruba,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +366,Aruba,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +367,Aruba,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +368,Aruba,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +369,Aruba,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +370,Aruba,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +371,Aruba,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +372,Aruba,2011,,,,,4,,1,,,1,,,,1,,,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,, +373,Aruba,2012,,,,2,3,,,1,4,,2,1,,1,1,1,,2,4,2,,1,5,,3,2,1,1,,,,2,3,,,1,4,,1,,1,1,,,,,,,,,,,,,, +374,Aruba,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2,1,2,,,1,,,1,2,2 +375,Australia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +376,Australia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +377,Australia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +378,Australia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +379,Australia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +380,Australia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +381,Australia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +382,Australia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +383,Australia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +384,Australia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +385,Australia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +386,Australia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +387,Australia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +388,Australia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +389,Australia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +390,Australia,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +391,Australia,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +392,Australia,1997,1,8,24,18,13,17,28,0,10,15,9,5,10,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +393,Australia,1998,0,11,22,18,13,15,31,2,19,24,15,8,2,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +394,Australia,1999,0,13,40,54,52,37,49,0,10,16,18,6,2,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +395,Australia,2000,3,16,35,25,24,19,49,0,15,19,12,15,5,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +396,Australia,2001,1,23,20,18,18,13,35,1,21,27,16,7,8,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +397,Australia,2002,1,15,20,26,19,13,34,0,15,21,15,6,4,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +398,Australia,2003,0,14,10,2,11,5,30,0,9,13,3,5,4,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +399,Australia,2004,0,18,16,17,15,11,32,0,6,17,5,7,3,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +400,Australia,2005,0,32,27,23,11,12,30,2,18,26,11,10,6,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +401,Australia,2006,1,33,35,23,21,16,43,2,18,27,14,7,9,21,15,37,50,31,36,20,53,22,20,48,30,18,15,42,11,30,48,33,22,21,45,9,30,61,47,40,17,43,,,,,,,,,,,,,, +402,Australia,2007,3,30,33,20,15,14,37,4,26,37,20,12,7,23,17,30,53,23,33,17,45,16,23,41,21,11,12,30,9,32,68,35,25,22,24,8,17,74,29,36,23,26,,,,,,,,,,,,,, +403,Australia,2008,2,46,33,20,27,23,42,3,27,32,14,6,11,10,12,65,58,34,19,26,37,17,29,42,17,13,12,18,11,30,70,38,25,13,28,7,39,67,47,33,26,29,,,,,,,,,,,,,, +404,Australia,2009,3,30,37,16,24,12,34,4,31,27,14,12,11,12,14,46,51,24,23,18,44,10,41,51,24,19,13,13,15,50,95,49,19,14,26,8,32,86,42,28,21,25,,,,,,,,,,,,,, +405,Australia,2010,2,42,33,22,25,9,27,4,36,43,12,2,5,12,13,54,68,28,25,19,36,9,38,52,23,18,9,16,8,33,97,40,23,10,21,5,40,84,28,30,13,25,,,,,,,,,,,,,, +406,Australia,2011,2,38,44,26,19,12,37,3,26,40,23,7,7,17,11,40,82,29,15,26,42,16,37,60,30,13,9,26,8,42,84,43,31,13,22,7,34,88,36,23,18,14,,,,,,,,,,,,,, +407,Australia,2012,3,26,40,17,25,16,37,1,27,48,15,11,9,15,14,43,46,28,29,22,53,14,28,65,27,12,14,12,8,31,119,38,19,17,30,8,32,76,42,32,20,26,,,,,,,,,,,,,, +408,Australia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,28,105,206,108,67,68,120,20,95,165,97,62,46,63 +409,Austria,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +410,Austria,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +411,Austria,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +412,Austria,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +413,Austria,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +414,Austria,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +415,Austria,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +416,Austria,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +417,Austria,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +418,Austria,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +419,Austria,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +420,Austria,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +421,Austria,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +422,Austria,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +423,Austria,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +424,Austria,1995,4,37,95,82,89,71,73,6,22,52,32,21,18,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +425,Austria,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +426,Austria,1997,24,59,117,170,168,122,185,33,41,93,62,52,52,172,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +427,Austria,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +428,Austria,1999,0,13,40,54,52,37,49,0,10,16,18,6,2,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +429,Austria,2000,1,17,30,59,42,23,41,1,11,22,12,11,6,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +430,Austria,2001,1,15,27,39,37,37,27,1,8,13,15,4,6,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +431,Austria,2002,1,8,14,32,43,20,25,0,8,13,7,5,7,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +432,Austria,2003,0,19,31,37,43,19,28,2,10,25,12,7,4,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +433,Austria,2004,1,19,19,38,27,24,21,0,12,15,9,3,3,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +434,Austria,2005,1,32,23,22,41,24,30,0,13,11,8,3,5,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +435,Austria,2006,1,9,25,36,39,19,19,2,12,12,16,5,3,15,22,27,46,53,60,51,74,26,16,19,25,21,18,49,3,11,9,12,15,5,13,2,7,10,7,10,6,25,,,,,,,,,,,,,, +436,Austria,2007,1,12,15,27,26,18,25,2,10,14,7,11,2,19,13,28,54,51,57,59,70,5,24,31,13,23,19,39,0,8,6,15,15,12,29,4,4,6,5,4,9,18,,,,,,,,,,,,,, +437,Austria,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +438,Austria,2009,0,4,10,13,12,7,13,0,7,8,4,5,1,5,6,14,23,14,28,32,47,8,13,14,16,17,7,27,0,2,8,5,11,2,13,2,4,1,12,3,2,13,,,,,,,,,,,,,, +439,Austria,2010,0,4,4,12,13,8,10,1,5,4,2,2,5,6,6,15,11,19,29,17,33,6,7,13,14,12,7,26,1,3,2,10,2,5,7,2,4,6,6,9,5,7,,,,,,,,,,,,,, +440,Austria,2011,0,8,11,9,13,11,13,0,11,6,4,1,3,4,9,14,21,21,20,25,24,8,12,10,16,12,5,18,0,4,10,9,6,4,10,2,5,8,7,3,4,15,,,,,,,,,,,,,, +441,Austria,2012,1,5,8,7,19,9,13,1,10,8,4,4,1,5,9,18,26,13,26,7,28,9,14,19,11,20,5,13,3,10,14,8,5,6,10,0,1,7,7,3,9,14,,,,,,,,,,,,,, +442,Austria,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15,44,66,46,68,53,86,8,45,37,36,34,28,58 +443,Azerbaijan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +444,Azerbaijan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +445,Azerbaijan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +446,Azerbaijan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +447,Azerbaijan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +448,Azerbaijan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +449,Azerbaijan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +450,Azerbaijan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +451,Azerbaijan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +452,Azerbaijan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +453,Azerbaijan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +454,Azerbaijan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +455,Azerbaijan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +456,Azerbaijan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +457,Azerbaijan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +458,Azerbaijan,1995,0,13,29,14,6,4,1,0,5,18,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +459,Azerbaijan,1996,0,57,302,231,47,101,16,5,20,154,86,16,13,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +460,Azerbaijan,1997,0,120,244,194,89,12,3,0,42,70,178,23,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +461,Azerbaijan,1998,0,44,47,24,9,4,2,0,7,10,7,6,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +462,Azerbaijan,1999,0,96,46,217,184,49,0,0,4,17,73,58,19,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +463,Azerbaijan,2000,0,9,24,33,42,30,0,0,3,3,6,3,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +464,Azerbaijan,2001,3,1,3,,,,,2,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +465,Azerbaijan,2002,6,290,433,359,190,72,16,5,48,88,80,34,19,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +466,Azerbaijan,2003,3,212,258,215,113,66,20,1,72,60,62,48,26,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +467,Azerbaijan,2004,8,248,311,222,167,92,83,8,120,65,57,34,33,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +468,Azerbaijan,2005,77,109,297,215,209,187,88,90,64,98,47,32,24,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +469,Azerbaijan,2006,6,241,362,365,120,78,30,2,51,66,66,44,15,8,40,351,448,469,387,96,61,23,114,117,85,52,18,17,107,186,129,60,39,9,4,39,35,41,29,10,3,6,,,,,,,,,,,,,, +470,Azerbaijan,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +471,Azerbaijan,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +472,Azerbaijan,2009,5,229,190,165,151,63,30,11,108,92,37,41,14,19,48,,,,,,,42,,,,,,,105,,,,,,,60,,,,,,,,,,,,,,,,,,,, +473,Azerbaijan,2010,0,328,371,267,280,30,27,3,141,100,57,73,9,18,55,598,316,198,306,57,79,34,175,120,66,80,10,29,97,265,97,67,67,15,12,55,100,64,58,49,8,11,,,,,,,,,,,,,, +474,Azerbaijan,2011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,106,277,107,69,74,32,17,80,111,107,53,64,30,3,,,,,,,,,,,,,, +475,Azerbaijan,2012,4,230,223,170,176,95,48,8,115,89,35,50,35,23,24,459,400,291,294,158,89,26,182,135,74,82,63,36,91,264,96,80,56,30,15,59,104,74,63,37,29,4,,,,,,,,,,,,,, +476,Azerbaijan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,125,958,663,538,556,306,124,90,376,302,145,166,104,75 +477,Bahamas,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +478,Bahamas,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +479,Bahamas,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +480,Bahamas,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +481,Bahamas,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +482,Bahamas,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +483,Bahamas,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +484,Bahamas,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +485,Bahamas,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +486,Bahamas,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +487,Bahamas,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +488,Bahamas,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +489,Bahamas,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +490,Bahamas,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +491,Bahamas,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +492,Bahamas,1995,3,3,5,7,4,2,2,0,1,7,2,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +493,Bahamas,1996,0,1,4,4,5,0,0,0,2,4,4,0,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +494,Bahamas,1997,0,2,14,11,5,3,2,0,2,5,7,4,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +495,Bahamas,1998,0,3,2,7,5,3,0,1,1,3,5,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +496,Bahamas,1999,1,0,10,8,6,0,0,0,1,3,4,2,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +497,Bahamas,2000,1,2,7,9,4,3,2,2,5,7,8,2,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +498,Bahamas,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +499,Bahamas,2002,2,2,2,7,7,3,2,4,1,6,3,3,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +500,Bahamas,2003,0,2,5,6,3,1,3,2,2,2,4,3,2,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +501,Bahamas,2004,3,3,6,14,9,0,1,0,3,4,1,0,3,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +502,Bahamas,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +503,Bahamas,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +504,Bahamas,2007,0,3,3,9,4,1,0,0,3,4,3,1,1,0,0,1,1,1,0,0,1,0,0,0,1,1,0,0,1,0,1,0,0,0,0,2,2,1,0,0,0,0,,,,,,,,,,,,,, +505,Bahamas,2008,0,2,6,5,7,2,0,0,1,4,4,0,0,0,1,0,2,4,1,0,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,1,0,0,0,2,,,,,,,,,,,,,, +506,Bahamas,2009,1,2,7,4,3,1,2,1,2,1,1,0,1,0,2,0,2,1,0,0,1,1,0,1,0,1,0,1,0,1,0,0,0,1,0,0,0,1,0,1,1,0,,,,,,,,,,,,,, +507,Bahamas,2010,0,2,3,5,0,2,0,0,5,1,1,0,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,1,1,1,1,0,0,0,1,1,1,0,0,0,,,,,,,,,,,,,, +508,Bahamas,2011,0,2,3,6,2,2,1,0,1,3,3,0,0,0,1,0,0,4,3,0,1,0,1,2,0,0,0,0,0,0,2,1,0,0,0,1,0,0,1,0,0,0,,,,,,,,,,,,,, +509,Bahamas,2012,0,1,1,6,2,0,2,0,2,5,1,1,0,0,0,0,1,0,4,1,0,0,1,0,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +510,Bahamas,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3,2,2,6,5,2,2,0,2,1,5,2,0,1 +511,Bahrain,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +512,Bahrain,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +513,Bahrain,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +514,Bahrain,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +515,Bahrain,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +516,Bahrain,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +517,Bahrain,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +518,Bahrain,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +519,Bahrain,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +520,Bahrain,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +521,Bahrain,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +522,Bahrain,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +523,Bahrain,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +524,Bahrain,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +525,Bahrain,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +526,Bahrain,1995,0,0,1,2,3,1,3,0,1,1,2,0,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +527,Bahrain,1996,0,8,25,24,16,7,6,1,10,11,7,0,3,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +528,Bahrain,1997,1,11,32,19,10,4,10,0,4,11,4,2,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +529,Bahrain,1998,0,3,40,36,20,13,22,3,4,9,7,5,2,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +530,Bahrain,1999,0,12,19,14,13,5,3,0,6,11,6,0,1,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +531,Bahrain,2000,0,0,3,2,5,3,4,0,1,2,0,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +532,Bahrain,2001,0,1,2,2,6,1,6,0,1,2,0,2,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +533,Bahrain,2002,0,1,1,2,2,1,5,0,1,1,1,1,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +534,Bahrain,2003,0,2,2,1,1,3,4,0,1,0,0,1,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +535,Bahrain,2004,0,0,0,2,2,0,1,0,1,1,1,0,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +536,Bahrain,2005,0,0,0,2,3,0,4,1,1,0,3,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +537,Bahrain,2006,0,10,25,11,18,1,1,0,7,14,4,5,2,0,0,5,16,10,7,1,4,0,4,15,4,2,1,3,0,4,26,8,9,3,7,0,11,14,9,7,2,2,,,,,,,,,,,,,, +538,Bahrain,2007,0,8,26,15,8,4,3,1,10,15,5,3,0,1,0,7,25,7,4,3,4,0,2,8,8,0,1,2,2,10,18,11,8,5,3,5,8,19,7,3,6,3,,,,,,,,,,,,,, +539,Bahrain,2008,0,17,48,27,8,2,3,0,12,16,8,1,0,0,0,3,15,12,5,4,5,0,7,4,3,1,0,0,3,11,25,15,8,1,1,2,7,20,6,5,1,0,,,,,,,,,,,,,, +540,Bahrain,2009,0,13,37,21,13,7,1,0,14,18,3,2,0,2,0,7,22,9,6,0,3,1,14,6,4,0,1,1,2,11,27,18,7,4,1,6,14,18,6,3,3,1,,,,,,,,,,,,,, +541,Bahrain,2010,0,10,16,11,12,4,4,0,8,15,7,1,1,1,2,2,12,12,11,3,4,0,6,4,1,0,0,1,2,4,27,15,6,4,2,1,3,21,8,3,1,1,,,,,,,,,,,,,, +542,Bahrain,2011,1,5,19,13,14,8,2,0,9,5,6,6,0,1,3,3,5,5,3,5,6,0,4,4,3,4,0,2,5,6,24,10,3,2,3,6,5,11,6,4,2,2,,,,,,,,,,,,,, +543,Bahrain,2012,0,9,28,16,11,8,2,1,2,11,8,4,1,0,0,4,5,5,4,1,6,0,2,11,6,1,0,2,0,7,21,9,4,4,1,2,3,14,6,2,4,0,,,,,,,,,,,,,, +544,Bahrain,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4,13,25,60,20,10,4,1,8,33,19,5,4,3 +545,Bangladesh,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +546,Bangladesh,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +547,Bangladesh,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +548,Bangladesh,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +549,Bangladesh,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +550,Bangladesh,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +551,Bangladesh,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +552,Bangladesh,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +553,Bangladesh,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +554,Bangladesh,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +555,Bangladesh,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +556,Bangladesh,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +557,Bangladesh,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +558,Bangladesh,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +559,Bangladesh,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +560,Bangladesh,1995,29,505,983,1001,748,648,424,64,309,546,360,236,132,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +561,Bangladesh,1996,45,723,1322,1264,908,737,472,89,434,663,434,268,151,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +562,Bangladesh,1997,201,2639,5013,5226,3926,2901,2003,328,1883,2634,1748,1029,527,236,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +563,Bangladesh,1998,254,3516,5988,6242,4771,3522,2569,438,2663,3319,2156,1212,649,324,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +564,Bangladesh,1999,259,3504,5777,6143,4748,3568,2701,405,2753,3276,2180,1315,712,333,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +565,Bangladesh,2000,256,3640,5643,5750,4718,3667,2837,495,3029,3238,2247,1315,778,370,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +566,Bangladesh,2001,283,3976,5834,6257,5172,3682,3039,428,3392,3538,2260,1492,763,371,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +567,Bangladesh,2002,449,4490,6288,7038,5981,4493,3682,575,3104,3926,2791,2101,988,865,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +568,Bangladesh,2003,320,5166,7275,8058,6947,5501,4142,544,4298,4282,3258,2086,1150,591,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +569,Bangladesh,2004,420,6171,8281,8914,8327,6276,5144,589,5081,4869,3758,2518,1434,718,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +570,Bangladesh,2005,524,8170,10443,11423,11038,8476,7453,751,6776,6785,5538,3960,2281,1230,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +571,Bangladesh,2006,607,9937,12166,12889,13378,10283,9513,850,8164,8048,6395,5020,2982,1735,1356,3933,4224,3842,3614,2962,3062,1366,4433,3774,2650,1918,1138,709,,,,,,,,,,,,,,,,,,,,,,,,,,,, +572,Bangladesh,2007,523,10210,12442,13003,13307,10653,9830,829,8562,8164,6678,5220,3057,1818,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +573,Bangladesh,2008,422,10618,12926,12761,13355,10772,10386,764,9189,8389,6465,5206,3173,1947,1420,4274,4554,3693,3594,2995,3063,1458,4966,3930,2669,1989,1187,759,1421,4272,4554,3695,3595,2995,3061,1457,4967,3931,2666,1987,1186,760,,,,,,,,,,,,,, +574,Bangladesh,2009,,,,,,,,,,,,,,,1747,,,,,,,1719,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +575,Bangladesh,2010,365,10460,12535,11409,12758,11176,11536,653,9221,8279,6185,5458,3484,2250,548,1942,2301,1917,2364,2329,2714,494,1982,1524,1110,1021,775,559,1078,2427,2854,1696,1386,1026,983,1097,3546,3183,1795,1313,702,421,,,,,,,,,,,,,, +576,Bangladesh,2011,309,9606,11616,10152,11728,10746,11301,623,8849,7679,5683,4946,3457,2253,604,1997,2395,1935,2312,2335,2706,548,2036,1549,1159,995,776,574,1300,2882,3198,2027,1632,1249,1125,1283,3963,3674,2139,1513,849,495,,,,,,,,,,,,,, +577,Bangladesh,2012,316,9479,12021,10837,12744,11843,12236,650,9355,8175,6342,6044,4043,2705,534,2109,2527,2154,2637,2755,3158,575,2160,1695,1266,1212,948,721,1400,3108,3494,2169,1831,1378,1194,1367,4545,4251,2469,1786,969,588,,,,,,,,,,,,,, +578,Bangladesh,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2323,14705,18311,16143,19529,19058,20194,2728,16356,15912,12386,11145,7675,5172 +579,Barbados,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +580,Barbados,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +581,Barbados,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +582,Barbados,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +583,Barbados,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +584,Barbados,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +585,Barbados,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +586,Barbados,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +587,Barbados,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +588,Barbados,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +589,Barbados,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +590,Barbados,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +591,Barbados,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +592,Barbados,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +593,Barbados,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +594,Barbados,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +595,Barbados,1996,0,0,1,0,1,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +596,Barbados,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +597,Barbados,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +598,Barbados,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +599,Barbados,2000,0,0,0,2,0,0,0,0,0,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +600,Barbados,2001,0,1,1,1,0,0,1,0,0,0,1,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +601,Barbados,2002,,2,,,1,,1,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +602,Barbados,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +603,Barbados,2004,,,2,2,6,,4,1,,2,1,1,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +604,Barbados,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +605,Barbados,2006,,,2,,,,,,1,,,,,1,,,,,,,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,, +606,Barbados,2007,0,0,0,0,5,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0,3,0,0,0,,,,,,,,,,,,,, +607,Barbados,2008,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +608,Barbados,2009,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +609,Barbados,2010,0,0,0,1,2,0,0,0,1,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +610,Barbados,2011,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +611,Barbados,2012,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +612,Barbados,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,1,1,1,0,0,0,0,0,0,1,0,0 +613,Belarus,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +614,Belarus,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +615,Belarus,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +616,Belarus,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +617,Belarus,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +618,Belarus,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +619,Belarus,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +620,Belarus,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +621,Belarus,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +622,Belarus,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +623,Belarus,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +624,Belarus,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +625,Belarus,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +626,Belarus,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +627,Belarus,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +628,Belarus,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +629,Belarus,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +630,Belarus,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +631,Belarus,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +632,Belarus,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +633,Belarus,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +634,Belarus,2001,2,,,,,,,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +635,Belarus,2002,0,66,133,217,159,75,51,0,12,22,28,17,17,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +636,Belarus,2003,0,67,134,243,226,96,60,0,18,39,43,26,21,45,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +637,Belarus,2004,,84,170,260,235,83,56,1,31,38,38,35,11,67,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +638,Belarus,2005,,71,180,273,287,118,62,,25,53,50,43,11,62,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +639,Belarus,2006,,61,134,217,260,96,71,1,32,38,43,43,18,58,15,237,560,642,695,328,190,15,213,238,190,176,75,135,18,15,14,26,33,28,19,12,18,32,30,34,28,54,,,,,,,,,,,,,, +640,Belarus,2007,,57,142,205,244,110,56,,28,58,41,35,17,58,11,241,518,544,640,307,193,9,180,256,210,140,75,162,5,17,14,19,31,30,22,6,11,35,20,35,36,54,,,,,,,,,,,,,, +641,Belarus,2008,,44,149,207,261,106,69,,26,43,36,34,20,65,3,194,460,474,637,274,154,6,148,214,172,148,58,132,14,26,35,41,39,49,47,15,27,66,29,40,29,43,,,,,,,,,,,,,, +642,Belarus,2009,0,66,173,208,287,134,54,0,41,52,52,41,25,68,,,,,,,,,,,,,,,6,20,33,36,47,39,29,5,15,46,29,39,31,55,,,,,,,,,,,,,, +643,Belarus,2010,0,65,173,224,293,163,58,1,28,52,56,37,28,91,5,153,432,410,501,261,99,10,128,217,159,112,54,106,7,15,28,43,49,38,23,8,11,35,36,34,44,58,,,,,,,,,,,,,, +644,Belarus,2011,1,53,156,228,290,138,48,3,37,67,47,39,27,83,2,164,374,411,458,255,95,6,107,182,152,97,51,85,8,7,28,45,52,39,25,6,5,34,31,20,40,47,,,,,,,,,,,,,, +645,Belarus,2012,0,44,174,250,266,158,73,1,34,64,47,45,28,93,1,98,350,372,413,216,74,7,90,168,131,102,75,87,4,14,23,42,60,32,26,8,11,33,19,29,34,46,,,,,,,,,,,,,, +646,Belarus,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4,162,565,803,876,600,226,10,131,280,248,168,141,256 +647,Belgium,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +648,Belgium,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +649,Belgium,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +650,Belgium,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +651,Belgium,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +652,Belgium,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +653,Belgium,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +654,Belgium,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +655,Belgium,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +656,Belgium,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +657,Belgium,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +658,Belgium,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +659,Belgium,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +660,Belgium,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +661,Belgium,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +662,Belgium,1995,3,23,49,63,52,54,102,3,12,24,32,17,10,34,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +663,Belgium,1996,1,20,43,49,45,32,59,4,9,30,25,11,10,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +664,Belgium,1997,3,18,45,56,43,41,115,2,11,26,22,13,11,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +665,Belgium,1998,3,22,50,58,48,36,78,2,6,30,20,17,13,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +666,Belgium,1999,2,18,40,49,46,38,83,4,20,38,19,22,8,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +667,Belgium,2000,3,20,57,39,55,32,56,6,15,15,19,4,13,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +668,Belgium,2001,8,31,40,47,44,23,54,6,14,21,24,15,7,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +669,Belgium,2002,1,19,56,52,33,19,58,6,21,19,16,9,16,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +670,Belgium,2003,6,27,33,30,40,17,35,5,20,17,15,11,2,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +671,Belgium,2004,1,26,55,30,37,24,48,6,18,16,20,3,8,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +672,Belgium,2005,1,26,50,32,27,15,47,2,27,31,15,12,4,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +673,Belgium,2006,4,26,52,38,45,27,42,6,25,25,18,6,7,22,20,25,43,33,29,31,48,16,33,29,18,20,12,13,8,22,43,38,25,23,31,9,24,37,19,23,7,21,,,,,,,,,,,,,, +674,Belgium,2007,2,23,55,35,38,18,43,4,13,31,23,7,8,22,25,26,47,45,30,18,53,17,17,27,24,11,10,17,7,17,44,20,11,17,22,11,19,25,28,19,9,17,,,,,,,,,,,,,, +675,Belgium,2008,3,23,40,43,32,24,41,3,17,40,22,8,3,12,18,15,31,29,20,25,43,14,11,24,18,12,10,17,6,20,27,37,18,6,17,7,11,20,15,10,7,12,,,,,,,,,,,,,, +676,Belgium,2009,1,29,33,27,32,24,36,0,21,34,10,7,7,19,22,16,32,17,31,15,34,20,17,22,15,11,8,19,5,12,29,17,15,12,21,11,20,29,18,11,9,19,,,,,,,,,,,,,, +677,Belgium,2010,4,20,39,30,28,20,19,6,13,17,18,11,5,9,23,16,49,37,28,19,43,15,14,25,14,16,6,20,8,16,37,22,19,8,20,5,14,32,14,11,8,12,,,,,,,,,,,,,, +678,Belgium,2011,8,25,50,33,25,16,27,3,13,14,9,3,5,7,17,21,31,20,19,7,40,19,18,25,9,11,12,16,11,20,30,16,5,3,18,6,21,22,6,6,5,17,,,,,,,,,,,,,, +679,Belgium,2012,3,25,33,18,27,22,18,5,23,23,17,9,7,5,18,23,23,24,19,18,26,15,14,10,13,10,8,16,7,22,26,14,14,9,14,9,7,18,17,8,4,10,,,,,,,,,,,,,, +680,Belgium,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,40,63,135,105,86,57,93,19,58,96,50,31,23,50 +681,Belize,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +682,Belize,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +683,Belize,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +684,Belize,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +685,Belize,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +686,Belize,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +687,Belize,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +688,Belize,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +689,Belize,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +690,Belize,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +691,Belize,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +692,Belize,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +693,Belize,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +694,Belize,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +695,Belize,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +696,Belize,1995,1,1,2,4,0,1,1,0,6,2,0,1,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +697,Belize,1996,1,3,2,2,2,3,2,0,1,4,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +698,Belize,1997,2,2,6,3,10,3,6,2,3,2,2,0,4,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +699,Belize,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +700,Belize,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +701,Belize,2000,2,5,7,2,6,3,5,0,2,1,2,4,1,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +702,Belize,2001,0,0,5,9,7,9,11,0,0,3,4,1,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +703,Belize,2002,4,7,5,7,11,4,4,3,5,6,3,4,4,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +704,Belize,2003,1,4,8,10,3,2,8,2,6,3,3,2,5,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +705,Belize,2004,0,4,6,8,6,3,2,1,0,1,1,2,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +706,Belize,2005,0,8,8,6,8,5,3,0,4,4,4,3,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +707,Belize,2006,3,4,4,7,5,1,3,2,6,5,3,5,6,6,0,0,0,4,1,0,2,0,0,2,1,5,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +708,Belize,2007,1,6,8,8,7,6,3,0,8,2,5,2,2,3,,,,,,,,,,,,,,,,1,,,,,,,,1,,,,,,,,,,,,,,,,,, +709,Belize,2008,1,8,12,15,9,5,8,0,5,0,6,4,3,8,,,,,,,,,,,,,,,0,0,1,0,2,0,0,0,0,0,0,1,0,0,,,,,,,,,,,,,, +710,Belize,2009,2,7,9,12,10,6,8,3,2,7,6,3,2,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +711,Belize,2010,2,9,16,22,24,11,18,4,5,7,7,9,4,5,2,2,3,6,5,3,6,2,2,3,5,2,4,2,,,,,,,,,,,,,,,,,,,,,,,,,,,, +712,Belize,2011,0,8,14,9,16,2,0,0,2,0,8,4,1,0,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +713,Belize,2012,1,2,7,5,4,3,2,0,4,3,4,4,1,0,1,1,4,5,8,3,9,0,0,4,4,2,1,2,0,0,0,3,0,0,0,0,0,1,0,1,0,0,,,,,,,,,,,,,, +714,Belize,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,8,14,13,18,9,12,3,9,7,6,7,6,8 +715,Benin,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +716,Benin,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +717,Benin,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +718,Benin,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +719,Benin,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +720,Benin,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +721,Benin,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +722,Benin,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +723,Benin,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +724,Benin,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +725,Benin,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +726,Benin,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +727,Benin,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +728,Benin,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +729,Benin,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +730,Benin,1995,14,186,352,306,176,101,92,26,148,197,118,69,32,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +731,Benin,1996,17,215,348,277,166,102,77,34,169,218,136,46,42,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +732,Benin,1997,20,215,376,306,180,76,107,26,169,226,124,64,21,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +733,Benin,1998,20,233,367,251,205,113,71,15,189,242,159,65,39,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +734,Benin,1999,14,250,444,293,207,124,85,28,207,254,153,74,39,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +735,Benin,2000,19,277,428,327,213,103,74,36,239,275,149,76,45,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +736,Benin,2001,18,262,429,323,229,107,85,22,230,279,158,94,42,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +737,Benin,2002,16,248,489,304,231,125,94,35,255,298,159,86,47,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +738,Benin,2003,20,266,504,370,188,117,92,32,226,304,150,93,47,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +739,Benin,2004,16,308,529,344,229,125,82,43,263,354,147,73,45,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +740,Benin,2005,21,306,595,396,270,135,87,25,249,331,145,89,51,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +741,Benin,2006,18,298,624,465,247,124,106,32,310,371,158,111,38,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +742,Benin,2007,22,302,580,422,254,156,89,25,253,331,172,81,43,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +743,Benin,2008,20,333,604,439,284,163,100,38,245,386,173,99,52,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +744,Benin,2009,32,284,575,452,323,157,99,39,265,392,178,85,42,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +745,Benin,2010,18,314,631,443,267,164,85,29,265,382,200,98,42,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +746,Benin,2011,21,320,650,497,353,210,107,41,288,385,246,119,42,52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +747,Benin,2012,23,314,595,524,329,179,121,39,264,346,221,105,65,46,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +748,Benin,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,25,301,591,539,331,156,120,23,251,360,215,120,69,28 +749,Bermuda,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +750,Bermuda,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +751,Bermuda,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +752,Bermuda,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +753,Bermuda,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +754,Bermuda,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +755,Bermuda,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +756,Bermuda,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +757,Bermuda,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +758,Bermuda,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +759,Bermuda,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +760,Bermuda,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +761,Bermuda,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +762,Bermuda,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +763,Bermuda,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +764,Bermuda,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +765,Bermuda,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +766,Bermuda,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +767,Bermuda,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +768,Bermuda,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +769,Bermuda,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +770,Bermuda,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +771,Bermuda,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +772,Bermuda,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +773,Bermuda,2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +774,Bermuda,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +775,Bermuda,2006,,,,1,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,, +776,Bermuda,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +777,Bermuda,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +778,Bermuda,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +779,Bermuda,2010,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +780,Bermuda,2011,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +781,Bermuda,2012,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +782,Bermuda,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +783,Bhutan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +784,Bhutan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +785,Bhutan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +786,Bhutan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +787,Bhutan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +788,Bhutan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +789,Bhutan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +790,Bhutan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +791,Bhutan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +792,Bhutan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +793,Bhutan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +794,Bhutan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +795,Bhutan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +796,Bhutan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +797,Bhutan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +798,Bhutan,1995,2,42,65,36,35,24,11,12,43,44,25,12,9,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +799,Bhutan,1996,4,51,45,43,22,12,8,8,42,41,22,14,6,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +800,Bhutan,1997,4,39,42,36,21,24,8,4,43,34,16,7,6,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +801,Bhutan,1998,3,45,39,24,24,22,9,7,45,26,25,8,11,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +802,Bhutan,1999,10,27,42,31,29,22,14,9,33,34,23,18,14,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +803,Bhutan,2000,6,65,41,30,24,12,2,7,57,34,31,23,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +804,Bhutan,2001,3,51,50,37,32,10,16,6,58,45,20,12,11,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +805,Bhutan,2002,5,54,51,32,26,22,19,6,54,38,22,20,5,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +806,Bhutan,2003,9,62,50,20,25,20,13,14,57,39,17,13,15,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +807,Bhutan,2004,1,54,52,28,27,18,23,8,54,35,33,10,8,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +808,Bhutan,2005,1,47,58,26,23,14,12,9,45,38,13,11,9,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +809,Bhutan,2006,0,65,55,22,20,12,11,5,61,27,10,9,6,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +810,Bhutan,2007,2,60,44,29,26,17,13,3,59,28,21,10,10,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +811,Bhutan,2008,3,85,46,12,18,13,14,9,151,77,32,33,23,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +812,Bhutan,2009,10,74,53,19,19,21,24,22,92,44,27,12,9,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +813,Bhutan,2010,,108,50,25,12,26,13,17,104,45,18,18,10,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +814,Bhutan,2011,2,88,39,26,14,20,19,2,92,40,19,12,4,5,15,16,42,39,12,2,1,10,12,36,37,,1,2,24,32,67,95,43,28,12,18,27,59,87,39,26,16,,,,,,,,,,,,,, +815,Bhutan,2012,6,82,56,30,11,17,11,6,92,58,14,18,9,10,6,12,18,12,8,6,3,4,10,16,12,10,8,2,8,12,56,53,54,40,12,12,18,62,59,58,46,29,,,,,,,,,,,,,, +816,Bhutan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,19,180,129,70,48,44,48,38,199,134,53,45,41,23 +817,Bolivia (Plurinational State of),1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +818,Bolivia (Plurinational State of),1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +819,Bolivia (Plurinational State of),1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +820,Bolivia (Plurinational State of),1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +821,Bolivia (Plurinational State of),1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +822,Bolivia (Plurinational State of),1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +823,Bolivia (Plurinational State of),1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +824,Bolivia (Plurinational State of),1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +825,Bolivia (Plurinational State of),1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +826,Bolivia (Plurinational State of),1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +827,Bolivia (Plurinational State of),1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +828,Bolivia (Plurinational State of),1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +829,Bolivia (Plurinational State of),1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +830,Bolivia (Plurinational State of),1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +831,Bolivia (Plurinational State of),1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +832,Bolivia (Plurinational State of),1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +833,Bolivia (Plurinational State of),1996,178,1359,887,636,525,321,324,172,841,676,422,244,189,175,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +834,Bolivia (Plurinational State of),1997,150,1214,792,579,485,334,318,202,792,548,380,285,192,187,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +835,Bolivia (Plurinational State of),1998,167,1254,885,579,488,364,353,202,777,587,274,264,157,230,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +836,Bolivia (Plurinational State of),1999,222,1182,862,527,482,379,400,225,798,554,352,263,205,222,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +837,Bolivia (Plurinational State of),2000,166,1182,797,518,466,340,366,191,831,588,334,254,192,233,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +838,Bolivia (Plurinational State of),2001,165,1235,761,483,489,359,355,241,915,664,302,226,194,283,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +839,Bolivia (Plurinational State of),2002,231,1235,787,492,417,356,386,281,938,630,358,238,185,295,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +840,Bolivia (Plurinational State of),2003,156,1164,742,501,438,336,442,167,811,549,313,224,196,305,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +841,Bolivia (Plurinational State of),2004,161,1205,750,505,431,319,399,151,793,555,272,205,186,281,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +842,Bolivia (Plurinational State of),2005,157,1320,725,439,391,346,415,160,846,533,276,226,182,262,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +843,Bolivia (Plurinational State of),2006,127,1147,699,471,390,333,398,179,764,461,253,177,148,241,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +844,Bolivia (Plurinational State of),2007,116,1100,604,379,348,328,354,125,736,453,243,193,162,259,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +845,Bolivia (Plurinational State of),2008,128,1253,734,412,391,363,429,147,850,482,237,193,178,251,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +846,Bolivia (Plurinational State of),2009,106,1225,703,393,385,343,429,158,795,502,217,225,161,295,,,,,,,,,,,,,,,72,276,212,109,118,131,165,52,178,126,82,62,56,103,,,,,,,,,,,,,, +847,Bolivia (Plurinational State of),2010,95,1150,622,415,395,338,409,119,744,471,238,191,162,264,92,102,66,43,26,29,42,65,38,42,18,9,29,29,63,234,192,121,122,125,171,47,175,161,62,68,60,93,,,,,,,,,,,,,, +848,Bolivia (Plurinational State of),2011,100,1231,685,372,371,302,457,146,778,459,235,183,155,272,75,115,50,46,35,32,56,76,47,34,18,15,20,24,60,289,204,132,125,94,160,55,164,147,66,66,61,98,,,,,,,,,,,,,, +849,Bolivia (Plurinational State of),2012,99,1096,672,368,358,353,380,101,792,480,223,204,193,249,68,100,62,43,29,32,47,57,37,31,16,23,9,17,41,266,198,105,101,141,181,43,173,149,65,60,65,84,,,,,,,,,,,,,, +850,Bolivia (Plurinational State of),2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,223,1470,978,625,610,556,728,212,945,664,355,277,281,403 +851,"Bonaire, Saint Eustatius and Saba",2010,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +852,"Bonaire, Saint Eustatius and Saba",2011,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +853,"Bonaire, Saint Eustatius and Saba",2012,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +854,"Bonaire, Saint Eustatius and Saba",2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +855,Bosnia and Herzegovina,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +856,Bosnia and Herzegovina,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +857,Bosnia and Herzegovina,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +858,Bosnia and Herzegovina,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +859,Bosnia and Herzegovina,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +860,Bosnia and Herzegovina,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +861,Bosnia and Herzegovina,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +862,Bosnia and Herzegovina,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +863,Bosnia and Herzegovina,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +864,Bosnia and Herzegovina,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +865,Bosnia and Herzegovina,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +866,Bosnia and Herzegovina,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +867,Bosnia and Herzegovina,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +868,Bosnia and Herzegovina,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +869,Bosnia and Herzegovina,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +870,Bosnia and Herzegovina,1995,0,15,61,90,140,139,100,0,40,67,64,49,77,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +871,Bosnia and Herzegovina,1996,5,30,48,62,51,60,39,0,23,28,39,16,27,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +872,Bosnia and Herzegovina,1997,5,48,84,99,66,36,74,11,53,42,50,35,65,83,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +873,Bosnia and Herzegovina,1998,1,28,75,85,75,55,75,3,37,42,27,22,30,85,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +874,Bosnia and Herzegovina,1999,2,44,76,113,89,60,68,6,49,59,34,24,38,87,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +875,Bosnia and Herzegovina,2000,4,56,82,99,66,58,77,4,30,46,29,29,48,124,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +876,Bosnia and Herzegovina,2001,6,39,70,110,89,53,99,7,45,50,34,17,50,127,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +877,Bosnia and Herzegovina,2002,1,36,48,70,69,33,63,2,22,33,18,19,31,81,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +878,Bosnia and Herzegovina,2003,4,32,42,49,52,45,50,4,27,37,34,14,30,73,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +879,Bosnia and Herzegovina,2004,3,66,79,95,82,77,115,3,45,67,43,51,59,102,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +880,Bosnia and Herzegovina,2005,1,22,58,61,78,44,80,2,35,39,33,28,28,130,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +881,Bosnia and Herzegovina,2006,0,40,58,47,53,42,66,0,41,50,24,29,20,88,7,22,30,55,73,82,196,10,22,18,34,48,68,243,5,23,11,13,13,10,29,2,14,20,12,15,12,36,,,,,,,,,,,,,, +882,Bosnia and Herzegovina,2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +883,Bosnia and Herzegovina,2008,0,20,35,38,84,49,79,3,26,26,20,11,6,112,5,39,47,45,99,80,196,1,19,31,39,40,66,212,4,13,18,23,24,13,33,4,12,12,18,12,18,37,,,,,,,,,,,,,, +884,Bosnia and Herzegovina,2009,2,27,35,75,77,67,99,4,31,30,17,19,13,113,3,28,44,48,103,76,198,2,19,27,27,31,59,197,3,12,12,15,17,17,28,0,12,14,8,14,10,20,,,,,,,,,,,,,, +885,Bosnia and Herzegovina,2010,1,27,37,34,61,46,51,0,27,19,16,10,18,94,6,27,26,41,64,71,154,4,27,19,26,31,41,150,1,12,12,7,15,14,29,1,15,8,8,10,8,21,,,,,,,,,,,,,, +886,Bosnia and Herzegovina,2011,2,33,32,52,75,61,62,3,17,27,17,13,25,128,6,24,34,39,61,91,80,6,19,31,25,31,35,127,1,15,7,9,14,16,25,2,5,9,8,11,20,20,,,,,,,,,,,,,, +887,Bosnia and Herzegovina,2012,1,23,32,58,74,62,92,0,33,26,21,10,25,116,7,19,32,29,59,80,102,2,19,20,9,19,27,105,4,17,14,10,13,14,27,4,9,6,12,13,10,23,,,,,,,,,,,,,, +888,Bosnia and Herzegovina,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7,57,73,89,125,136,208,5,53,46,47,50,71,294 +889,Botswana,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +890,Botswana,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +891,Botswana,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +892,Botswana,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +893,Botswana,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +894,Botswana,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +895,Botswana,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +896,Botswana,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +897,Botswana,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +898,Botswana,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +899,Botswana,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +900,Botswana,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +901,Botswana,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +902,Botswana,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +903,Botswana,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +904,Botswana,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +905,Botswana,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +906,Botswana,1997,29,193,509,422,244,143,95,28,291,359,181,97,60,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +907,Botswana,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +908,Botswana,1999,18,177,526,492,274,139,93,46,274,434,225,90,30,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +909,Botswana,2000,25,185,605,488,267,135,96,37,335,469,262,98,57,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +910,Botswana,2001,15,190,539,490,288,116,73,33,328,493,309,116,46,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +911,Botswana,2002,17,226,595,517,244,136,84,45,393,566,290,144,54,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +912,Botswana,2003,22,203,552,446,244,136,78,32,338,524,276,104,52,43,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +913,Botswana,2004,29,245,490,436,271,122,96,49,358,544,290,110,52,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +914,Botswana,2005,27,260,563,506,272,135,97,45,321,491,253,97,55,48,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +915,Botswana,2006,36,262,577,490,289,122,104,54,326,507,259,133,55,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +916,Botswana,2007,25,251,535,442,263,120,82,46,347,430,254,123,47,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +917,Botswana,2008,27,254,528,384,220,113,85,42,347,474,226,135,51,30,225,144,492,473,282,152,132,215,227,461,298,131,67,67,90,63,226,204,103,53,52,87,110,274,154,79,21,28,,,,,,,,,,,,,, +918,Botswana,2009,40,262,539,461,271,136,101,63,331,455,256,128,56,45,311,138,442,439,259,149,123,274,217,488,284,142,67,60,81,69,217,188,96,55,43,84,99,226,149,73,24,25,,,,,,,,,,,,,, +919,Botswana,2010,45,256,590,477,239,137,107,68,338,509,301,119,56,53,142,108,266,327,147,90,86,153,120,271,169,80,41,55,57,53,177,144,87,50,34,58,83,196,166,58,19,28,,,,,,,,,,,,,, +920,Botswana,2011,36,220,464,354,206,110,94,65,286,421,211,105,48,49,141,70,259,259,150,105,100,129,163,254,192,83,38,40,63,46,169,149,99,48,52,40,84,227,138,53,21,24,,,,,,,,,,,,,, +921,Botswana,2012,40,207,394,333,190,79,75,63,267,402,193,109,43,31,170,99,283,325,151,91,99,162,125,314,196,102,44,47,54,47,169,174,79,46,47,46,76,189,127,45,30,22,,,,,,,,,,,,,, +922,Botswana,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,298,423,908,1024,584,346,328,258,501,898,636,317,146,167 +923,Brazil,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +924,Brazil,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +925,Brazil,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +926,Brazil,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +927,Brazil,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +928,Brazil,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +929,Brazil,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +930,Brazil,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +931,Brazil,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +932,Brazil,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +933,Brazil,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +934,Brazil,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +935,Brazil,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +936,Brazil,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +937,Brazil,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +938,Brazil,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +939,Brazil,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +940,Brazil,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +941,Brazil,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +942,Brazil,1999,301,3662,5401,5827,4630,2634,2121,372,2909,3450,2621,1661,1042,1106,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +943,Brazil,2000,1894,7268,11568,11906,8623,5085,4494,1859,6719,7215,5395,3582,2384,2496,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +944,Brazil,2001,468,4455,5536,5184,4285,2353,1694,516,3632,3303,2296,1701,1050,1018,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +945,Brazil,2002,344,4695,5890,6325,4834,2738,2080,380,3715,3584,2817,1755,1031,535,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +946,Brazil,2003,382,4485,5709,6034,4863,2589,2057,401,3582,3542,2540,1676,1001,1022,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +947,Brazil,2004,337,5041,6321,6481,5157,2716,2169,375,3684,3763,2742,1865,1041,1189,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +948,Brazil,2005,317,5074,6119,6128,5259,2803,2140,355,3496,3663,2626,1897,1112,1104,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +949,Brazil,2006,343,4783,6098,6050,5042,2885,2221,343,3132,3506,2569,1885,1121,1139,781,2046,2804,2990,2643,1606,1645,787,1412,1733,1420,1096,726,896,365,825,1504,1458,1066,567,531,311,672,1026,941,612,399,379,,,,,,,,,,,,,, +950,Brazil,2007,371,4399,5990,5456,4878,2726,2075,344,2952,3250,2327,1727,977,972,789,2092,2879,3097,2687,1725,1630,733,1334,1817,1428,1189,842,823,385,821,1489,1414,1022,570,479,314,587,976,873,618,397,373,,,,,,,,,,,,,, +951,Brazil,2008,298,4436,6173,5305,4854,2650,1905,356,2709,3233,2266,1669,964,879,715,2108,2977,2894,2612,1638,1537,711,1315,1857,1434,1171,767,929,356,790,1477,1388,1043,586,494,296,592,951,814,584,384,367,,,,,,,,,,,,,, +952,Brazil,2009,328,4621,6399,5291,5058,2846,1994,352,2880,3326,2271,1758,1077,1011,750,2037,2908,2728,2547,1696,1512,663,1336,1734,1362,1171,750,915,363,901,1441,1315,1044,576,542,293,577,980,798,657,385,379,,,,,,,,,,,,,, +953,Brazil,2010,298,4405,6381,5293,4762,2875,1947,280,2677,3008,2211,1720,1038,979,675,2081,3206,2795,2609,1783,1663,596,1350,1812,1381,1198,835,993,362,819,1464,1277,1006,597,495,239,579,1004,830,602,374,349,,,,,,,,,,,,,, +954,Brazil,2011,336,4877,6755,5462,5054,3083,2142,356,2815,3131,2230,1779,1164,1069,641,1786,2793,2621,2522,1707,1556,602,1125,1517,1247,1068,821,896,296,801,1485,1288,1011,644,502,284,564,975,757,668,393,379,,,,,,,,,,,,,, +955,Brazil,2012,277,5027,6811,5387,5128,3103,2160,303,2798,3013,2173,1785,1113,1030,643,1937,2916,2449,2350,1730,1380,623,1097,1446,1235,1176,853,853,298,879,1521,1250,1075,659,532,244,590,975,802,664,420,367,,,,,,,,,,,,,, +956,Brazil,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1398,7903,11759,10043,8991,6041,4602,1249,4670,5673,4547,3868,2672,2580 +957,British Virgin Islands,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +958,British Virgin Islands,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +959,British Virgin Islands,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +960,British Virgin Islands,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +961,British Virgin Islands,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +962,British Virgin Islands,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +963,British Virgin Islands,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +964,British Virgin Islands,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +965,British Virgin Islands,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +966,British Virgin Islands,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +967,British Virgin Islands,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +968,British Virgin Islands,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +969,British Virgin Islands,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +970,British Virgin Islands,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +971,British Virgin Islands,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +972,British Virgin Islands,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +973,British Virgin Islands,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +974,British Virgin Islands,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +975,British Virgin Islands,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +976,British Virgin Islands,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +977,British Virgin Islands,2000,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +978,British Virgin Islands,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +979,British Virgin Islands,2002,,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +980,British Virgin Islands,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +981,British Virgin Islands,2004,,,,,1,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +982,British Virgin Islands,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +983,British Virgin Islands,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +984,British Virgin Islands,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +985,British Virgin Islands,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +986,British Virgin Islands,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +987,British Virgin Islands,2010,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +988,British Virgin Islands,2011,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +989,British Virgin Islands,2012,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +990,British Virgin Islands,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +991,Brunei Darussalam,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +992,Brunei Darussalam,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +993,Brunei Darussalam,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +994,Brunei Darussalam,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +995,Brunei Darussalam,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +996,Brunei Darussalam,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +997,Brunei Darussalam,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +998,Brunei Darussalam,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +999,Brunei Darussalam,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1000,Brunei Darussalam,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1001,Brunei Darussalam,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1002,Brunei Darussalam,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1003,Brunei Darussalam,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1004,Brunei Darussalam,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1005,Brunei Darussalam,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1006,Brunei Darussalam,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1007,Brunei Darussalam,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1008,Brunei Darussalam,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1009,Brunei Darussalam,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1010,Brunei Darussalam,1999,0,16,42,30,11,25,31,1,16,36,16,16,13,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1011,Brunei Darussalam,2000,0,6,4,15,5,7,15,0,4,6,9,6,3,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1012,Brunei Darussalam,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1013,Brunei Darussalam,2002,2,15,15,7,6,8,14,0,11,9,8,5,5,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1014,Brunei Darussalam,2003,0,5,25,17,8,8,9,0,9,14,11,4,5,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1015,Brunei Darussalam,2004,0,10,13,12,16,11,10,0,6,11,12,8,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1016,Brunei Darussalam,2005,0,9,19,19,12,9,0,0,9,11,8,3,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1017,Brunei Darussalam,2006,2,10,11,12,13,10,11,1,5,11,8,11,4,9,,0,3,1,3,3,3,0,2,0,1,3,0,6,,2,2,1,2,4,2,1,1,10,4,3,3,1,,,,,,,,,,,,,, +1018,Brunei Darussalam,2007,0,5,10,15,21,10,17,0,6,6,12,15,9,2,0,1,0,2,1,1,1,0,0,0,1,0,1,1,0,3,7,2,4,2,6,0,3,5,8,7,1,1,,,,,,,,,,,,,, +1019,Brunei Darussalam,2008,0,10,10,12,21,6,23,1,6,11,8,7,7,10,0,2,2,6,2,1,5,0,2,4,1,1,1,1,0,1,3,2,6,4,4,0,5,8,5,2,1,2,,,,,,,,,,,,,, +1020,Brunei Darussalam,2009,1,5,5,16,13,18,29,0,10,12,11,7,3,10,0,0,0,3,2,0,2,0,1,4,3,0,2,1,1,2,3,4,2,2,2,2,4,8,6,7,3,3,,,,,,,,,,,,,, +1021,Brunei Darussalam,2010,0,17,15,13,18,7,18,2,7,15,12,8,4,10,0,2,4,6,4,1,4,0,0,4,1,0,1,3,1,3,3,4,5,4,4,0,2,7,5,2,2,1,,,,,,,,,,,,,, +1022,Brunei Darussalam,2011,0,11,11,11,10,11,13,2,5,9,6,7,3,10,0,6,6,5,12,2,7,0,1,3,5,1,1,3,0,5,10,5,4,2,4,0,5,3,4,2,1,3,,,,,,,,,,,,,, +1023,Brunei Darussalam,2012,0,10,13,15,13,8,19,0,5,6,9,10,6,5,0,4,8,11,8,6,11,0,4,3,6,3,4,11,1,2,1,1,4,3,6,0,3,1,4,3,0,2,,,,,,,,,,,,,, +1024,Brunei Darussalam,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,14,20,20,27,16,27,3,9,24,17,12,10,12 +1025,Bulgaria,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1026,Bulgaria,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1027,Bulgaria,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1028,Bulgaria,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1029,Bulgaria,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1030,Bulgaria,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1031,Bulgaria,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1032,Bulgaria,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1033,Bulgaria,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1034,Bulgaria,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1035,Bulgaria,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1036,Bulgaria,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1037,Bulgaria,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1038,Bulgaria,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1039,Bulgaria,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1040,Bulgaria,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1041,Bulgaria,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1042,Bulgaria,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1043,Bulgaria,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1044,Bulgaria,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1045,Bulgaria,2000,0,13,16,20,3,9,10,0,11,14,7,3,4,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1046,Bulgaria,2001,1,15,20,23,23,18,13,1,11,16,13,5,2,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1047,Bulgaria,2002,2,62,86,116,132,58,56,6,48,73,45,19,9,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1048,Bulgaria,2003,3,99,169,178,200,121,89,7,85,106,63,44,32,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1049,Bulgaria,2004,10,97,156,166,204,153,111,4,84,111,64,49,35,71,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1050,Bulgaria,2005,9,98,150,195,195,150,136,9,90,111,59,29,37,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1051,Bulgaria,2006,6,86,146,170,184,133,123,12,76,96,86,34,24,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1052,Bulgaria,2007,7,63,122,181,176,131,90,4,63,77,53,38,29,46,17,53,104,83,128,132,164,24,43,71,35,41,45,70,75,46,35,39,41,54,73,67,37,25,31,31,36,63,,,,,,,,,,,,,, +1053,Bulgaria,2008,2,80,145,151,159,127,68,1,57,78,54,31,23,44,11,67,98,103,150,157,172,10,48,56,51,54,44,100,118,36,33,43,31,43,68,83,20,35,27,34,57,59,,,,,,,,,,,,,, +1054,Bulgaria,2009,7,51,93,120,158,96,84,2,65,72,44,44,21,39,10,46,73,72,126,107,144,10,34,46,49,41,58,74,94,52,33,50,39,52,90,79,31,23,26,42,37,92,,,,,,,,,,,,,, +1055,Bulgaria,2010,1,40,115,143,133,90,65,3,42,59,43,23,15,34,6,45,73,69,78,97,117,8,37,44,40,32,35,67,93,34,40,41,42,58,81,102,41,32,31,34,37,81,,,,,,,,,,,,,, +1056,Bulgaria,2011,2,38,100,110,122,92,61,2,41,40,36,28,14,30,6,35,68,78,81,94,97,6,20,44,49,37,36,56,88,33,39,32,32,43,82,69,27,21,20,26,50,66,,,,,,,,,,,,,, +1057,Bulgaria,2012,0,46,89,130,131,82,57,0,37,50,44,24,16,35,6,30,58,62,73,90,93,3,16,40,40,28,32,47,87,31,36,26,37,46,86,80,23,11,21,28,30,64,,,,,,,,,,,,,, +1058,Bulgaria,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,64,89,196,218,247,240,228,82,73,102,111,81,62,137 +1059,Burkina Faso,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1060,Burkina Faso,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1061,Burkina Faso,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1062,Burkina Faso,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1063,Burkina Faso,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1064,Burkina Faso,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1065,Burkina Faso,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1066,Burkina Faso,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1067,Burkina Faso,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1068,Burkina Faso,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1069,Burkina Faso,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1070,Burkina Faso,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1071,Burkina Faso,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1072,Burkina Faso,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1073,Burkina Faso,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1074,Burkina Faso,1995,4,67,133,124,62,48,29,7,76,53,39,26,11,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1075,Burkina Faso,1996,3,47,161,148,115,65,36,10,51,97,67,58,31,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1076,Burkina Faso,1997,3,47,161,148,115,65,36,10,51,97,67,58,31,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1077,Burkina Faso,1998,4,104,270,236,159,89,65,9,83,98,86,82,32,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1078,Burkina Faso,1999,13,85,247,216,118,83,56,8,67,141,92,63,39,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1079,Burkina Faso,2000,12,91,274,252,133,68,65,7,59,128,101,45,38,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1080,Burkina Faso,2001,7,124,283,279,168,122,70,17,80,155,100,49,32,32,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1081,Burkina Faso,2002,6,123,273,266,156,124,83,12,85,159,104,80,30,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1082,Burkina Faso,2003,14,148,313,321,162,129,80,19,102,131,132,70,46,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1083,Burkina Faso,2004,10,155,375,308,204,138,102,22,109,196,148,72,54,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1084,Burkina Faso,2005,18,181,430,370,273,144,113,15,125,248,174,109,54,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1085,Burkina Faso,2006,13,227,473,433,307,183,140,33,155,252,198,99,99,47,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1086,Burkina Faso,2007,8,233,442,429,303,176,145,29,157,243,187,129,88,45,42,22,62,68,66,35,50,29,22,52,54,34,24,17,27,49,59,51,53,30,27,20,30,68,44,26,14,15,,,,,,,,,,,,,, +1087,Burkina Faso,2008,8,225,555,448,314,174,146,33,143,250,180,116,107,57,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1088,Burkina Faso,2009,27,221,592,467,336,230,189,38,156,269,209,154,96,77,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1089,Burkina Faso,2010,20,231,620,493,328,224,173,33,158,259,198,124,97,83,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1090,Burkina Faso,2011,22,265,708,582,375,262,196,31,163,277,221,146,110,92,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1091,Burkina Faso,2012,25,277,769,631,423,250,198,27,160,288,191,156,106,82,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1092,Burkina Faso,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,22,274,828,671,416,252,212,32,163,251,190,134,95,76 +1093,Burundi,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1094,Burundi,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1095,Burundi,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1096,Burundi,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1097,Burundi,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1098,Burundi,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1099,Burundi,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1100,Burundi,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1101,Burundi,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1102,Burundi,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1103,Burundi,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1104,Burundi,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1105,Burundi,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1106,Burundi,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1107,Burundi,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1108,Burundi,1995,5,128,238,224,73,32,19,19,109,124,89,33,12,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1109,Burundi,1996,16,217,283,274,116,41,17,18,132,203,112,53,16,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1110,Burundi,1997,21,208,446,431,198,79,32,30,189,265,198,71,39,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1111,Burundi,1998,45,301,527,530,319,102,33,49,265,321,240,126,47,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1112,Burundi,1999,64,349,566,492,281,102,57,66,291,253,236,109,30,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1113,Burundi,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1114,Burundi,2001,34,344,559,469,238,75,39,81,369,364,337,86,30,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1115,Burundi,2002,16,310,470,520,270,97,52,48,243,242,324,152,24,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1116,Burundi,2003,32,348,572,488,260,106,35,75,308,361,276,119,27,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1117,Burundi,2004,24,352,674,468,292,78,48,51,325,370,232,114,40,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1118,Burundi,2005,34,352,591,525,372,111,55,46,298,399,288,122,36,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1119,Burundi,2006,30,347,600,488,320,114,64,41,296,367,242,140,56,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1120,Burundi,2007,26,425,637,542,372,177,88,55,360,392,276,140,67,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1121,Burundi,2008,30,430,684,526,459,175,80,38,335,340,264,139,72,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1122,Burundi,2009,34,452,717,584,468,240,117,50,326,397,309,157,83,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1123,Burundi,2010,56,481,773,651,570,270,157,78,390,421,332,225,99,87,43,57,108,131,119,78,43,33,55,84,84,77,29,22,245,125,191,182,153,70,44,214,117,197,143,86,43,16,,,,,,,,,,,,,, +1124,Burundi,2011,37,484,743,620,504,235,98,56,345,374,263,180,81,40,18,49,81,107,103,60,60,17,53,63,57,45,36,36,188,132,199,177,135,64,43,159,118,171,128,67,43,25,,,,,,,,,,,,,, +1125,Burundi,2012,45,447,801,667,461,233,103,74,338,367,283,162,64,30,22,56,121,90,82,63,34,19,46,46,67,41,32,27,188,141,229,195,173,96,53,177,152,167,143,89,47,37,,,,,,,,,,,,,, +1126,Burundi,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,262,679,1204,1071,803,426,244,266,534,658,461,336,179,126 +1127,Cabo Verde,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1128,Cabo Verde,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1129,Cabo Verde,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1130,Cabo Verde,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1131,Cabo Verde,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1132,Cabo Verde,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1133,Cabo Verde,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1134,Cabo Verde,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1135,Cabo Verde,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1136,Cabo Verde,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1137,Cabo Verde,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1138,Cabo Verde,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1139,Cabo Verde,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1140,Cabo Verde,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1141,Cabo Verde,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1142,Cabo Verde,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1143,Cabo Verde,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1144,Cabo Verde,1997,0,11,16,19,4,10,10,2,10,10,8,3,10,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1145,Cabo Verde,1998,2,9,14,14,6,6,9,2,12,4,5,3,5,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1146,Cabo Verde,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1147,Cabo Verde,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1148,Cabo Verde,2001,0,5,15,6,5,5,1,2,7,9,7,1,2,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1149,Cabo Verde,2002,3,9,29,20,14,1,2,2,11,11,12,3,4,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1150,Cabo Verde,2003,3,12,32,32,9,7,8,1,6,7,13,7,4,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1151,Cabo Verde,2004,1,8,33,17,20,2,7,2,17,34,11,7,6,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1152,Cabo Verde,2005,0,22,23,26,9,2,8,2,9,16,4,5,3,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1153,Cabo Verde,2006,2,15,22,18,8,6,4,2,14,16,5,6,4,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1154,Cabo Verde,2007,0,24,30,26,18,4,6,0,18,17,5,1,3,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1155,Cabo Verde,2008,0,23,33,29,27,12,6,6,18,21,11,3,5,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1156,Cabo Verde,2009,1,27,40,31,19,3,6,4,13,10,8,4,1,5,7,3,12,14,11,6,2,4,4,10,6,10,3,2,2,5,11,8,9,2,3,1,3,2,3,3,1,0,,,,,,,,,,,,,, +1157,Cabo Verde,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1158,Cabo Verde,2011,0,17,43,35,31,3,3,4,14,15,4,6,3,4,17,9,18,17,17,7,11,6,4,5,4,6,1,5,4,7,13,7,5,0,0,1,4,7,4,3,2,0,,,,,,,,,,,,,, +1159,Cabo Verde,2012,0,29,36,34,24,8,2,0,19,13,9,8,3,4,11,15,19,18,11,8,10,10,6,6,5,6,1,4,6,9,11,6,7,3,0,5,5,6,3,1,1,3,,,,,,,,,,,,,, +1160,Cabo Verde,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,23,46,29,20,9,9,2,12,12,10,4,5,4 +1161,Cambodia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1162,Cambodia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1163,Cambodia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1164,Cambodia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1165,Cambodia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1166,Cambodia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1167,Cambodia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1168,Cambodia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1169,Cambodia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1170,Cambodia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1171,Cambodia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1172,Cambodia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1173,Cambodia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1174,Cambodia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1175,Cambodia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1176,Cambodia,1995,161,453,1244,1147,1253,1257,707,123,388,1133,1435,1426,1180,578,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1177,Cambodia,1996,148,32,1272,1363,1348,1226,726,124,27,1087,1430,1534,1201,547,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1178,Cambodia,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1179,Cambodia,1998,36,446,1330,1477,1521,1293,924,23,367,1184,1531,1667,1359,691,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1180,Cambodia,1999,41,525,1389,1734,1645,1578,1089,51,445,1229,1861,1857,1448,852,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1181,Cambodia,2000,26,519,1323,1618,1456,1373,1058,38,457,1157,1649,1798,1459,892,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1182,Cambodia,2001,29,600,1302,1601,1406,1403,1037,25,455,1033,1526,1687,1428,829,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1183,Cambodia,2002,54,791,1449,1956,1799,1624,1432,54,600,1114,1737,1898,1650,1100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1184,Cambodia,2003,37,805,1514,2183,1848,1729,1487,46,691,1287,1975,2208,1857,1256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1185,Cambodia,2004,36,850,1466,2261,1942,1759,1538,28,658,1276,1882,2176,1836,1270,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1186,Cambodia,2005,49,894,1600,2349,2043,1964,1811,45,790,1413,2089,2323,2058,1573,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1187,Cambodia,2006,50,791,1486,2205,1902,1689,1665,44,749,1330,1839,2072,1915,1557,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1188,Cambodia,2007,50,883,1526,2190,2102,1761,1644,64,749,1351,1698,2105,1839,1459,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1189,Cambodia,2008,49,920,1570,2040,2117,1746,1683,72,808,1403,1809,2093,1943,1607,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1190,Cambodia,2009,37,746,1522,1884,2117,1543,1548,45,801,1252,1461,1894,1637,1376,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1191,Cambodia,2010,39,750,1564,1760,2105,1531,1599,60,752,1321,1303,1732,1607,1331,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1192,Cambodia,2011,34,791,1469,1557,1972,1439,1339,39,690,1211,1092,1528,1473,1242,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1193,Cambodia,2012,31,673,1256,1414,1904,1434,1526,22,612,1088,957,1424,1302,1198,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1194,Cambodia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,32,583,1213,1316,1825,1373,1367,32,540,1079,893,1319,1264,1247 +1195,Cameroon,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1196,Cameroon,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1197,Cameroon,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1198,Cameroon,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1199,Cameroon,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1200,Cameroon,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1201,Cameroon,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1202,Cameroon,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1203,Cameroon,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1204,Cameroon,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1205,Cameroon,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1206,Cameroon,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1207,Cameroon,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1208,Cameroon,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1209,Cameroon,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1210,Cameroon,1995,20,208,569,323,287,204,164,9,185,313,223,153,106,93,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1211,Cameroon,1996,34,151,735,291,178,38,17,21,123,388,202,103,24,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1212,Cameroon,1997,36,321,1011,387,269,79,24,25,277,522,341,179,63,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1213,Cameroon,1998,15,651,1006,787,262,87,35,30,443,595,268,112,53,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1214,Cameroon,1999,49,602,1595,736,433,166,59,47,506,783,505,235,95,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1215,Cameroon,2000,41,518,842,584,284,130,75,63,368,530,293,139,60,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1216,Cameroon,2001,24,643,1000,732,322,154,86,49,482,609,328,155,62,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1217,Cameroon,2002,66,818,1335,1117,619,258,125,59,950,1053,545,236,140,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1218,Cameroon,2003,100,1176,2274,1516,788,330,160,136,1273,1542,745,363,217,72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1219,Cameroon,2004,127,1312,2147,1575,928,408,259,181,1310,1449,756,412,214,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1220,Cameroon,2005,134,1472,2482,1766,1035,463,289,226,1467,1788,1028,503,205,143,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1221,Cameroon,2006,112,1401,2550,1820,1080,437,300,151,1358,1823,960,470,266,142,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1222,Cameroon,2007,121,1392,2613,1874,1011,480,307,152,1443,1963,985,483,248,148,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1223,Cameroon,2008,108,1613,2861,2016,1135,526,281,173,1506,2041,1027,568,234,148,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1224,Cameroon,2009,107,1635,2822,2029,1245,567,355,155,1521,1997,1123,529,245,157,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1225,Cameroon,2010,106,1497,2750,1996,1314,559,329,172,1474,2031,1121,642,290,183,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1226,Cameroon,2011,114,1580,2931,2139,1283,625,361,178,1461,2022,1177,581,281,194,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1227,Cameroon,2012,108,1597,2900,2182,1304,658,375,184,1417,2053,1177,579,295,187,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1228,Cameroon,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,115,,,,,,,176,,,,,, +1229,Canada,1980,12,54,75,83,100,108,186,18,62,51,34,31,33,104,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1230,Canada,1981,8,49,61,64,87,103,141,6,46,57,26,28,35,92,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1231,Canada,1982,6,52,66,69,90,91,150,7,51,57,30,25,38,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1232,Canada,1983,9,47,63,62,90,92,123,11,50,50,29,24,35,86,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1233,Canada,1984,3,44,75,58,68,83,169,9,51,59,28,28,36,100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1234,Canada,1985,11,42,70,59,77,81,168,5,30,56,19,28,48,97,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1235,Canada,1986,9,58,73,62,59,73,147,10,33,54,33,20,26,95,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1236,Canada,1987,9,40,71,60,49,64,129,8,39,48,29,17,26,79,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1237,Canada,1988,4,43,73,62,52,68,131,6,38,56,27,16,26,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1238,Canada,1989,10,45,56,60,54,62,122,6,37,51,23,24,21,81,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1239,Canada,1990,3,35,70,55,40,42,100,1,30,38,26,17,20,72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1240,Canada,1991,7,37,79,53,37,36,110,4,23,37,31,9,20,60,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1241,Canada,1992,6,42,47,58,41,51,79,2,27,28,21,11,15,78,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1242,Canada,1993,8,33,47,53,43,33,74,6,22,50,22,21,21,55,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1243,Canada,1994,2,42,54,42,43,34,87,3,37,37,19,11,13,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1244,Canada,1995,1,28,31,60,34,41,70,7,33,28,22,12,18,51,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1245,Canada,1996,3,28,49,48,31,34,70,2,23,34,28,14,16,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1246,Canada,1997,0,21,55,44,30,44,90,1,36,44,26,13,16,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1247,Canada,1998,4,33,43,51,31,26,80,1,26,31,26,14,18,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1248,Canada,1999,0,23,47,51,36,33,94,4,33,31,28,13,11,51,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1249,Canada,2000,5,34,45,46,41,32,79,4,33,40,30,25,12,66,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1250,Canada,2001,6,24,49,56,40,22,76,5,23,41,33,16,14,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1251,Canada,2002,0,25,34,50,34,27,64,6,32,31,26,17,17,45,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1252,Canada,2003,1,26,36,37,32,21,42,3,21,28,25,15,9,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1253,Canada,2004,2,25,34,38,32,31,64,0,34,55,34,19,22,48,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1254,Canada,2005,3,37,45,44,40,20,68,6,28,40,27,24,13,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1255,Canada,2006,2,34,34,33,42,26,64,4,39,30,25,16,6,52,43,60,25,52,42,29,71,39,40,41,46,23,24,51,6,19,42,43,20,14,40,7,30,46,41,33,29,32,,,,,,,,,,,,,, +1256,Canada,2007,5,31,41,51,50,35,75,2,32,33,33,11,13,51,14,36,38,38,29,28,55,16,34,33,36,20,12,60,36,29,32,49,29,25,33,22,21,55,47,39,30,37,,,,,,,,,,,,,, +1257,Canada,2008,2,39,36,49,53,38,62,3,36,39,39,27,20,45,15,30,44,40,28,34,59,20,24,51,40,28,13,40,24,18,39,38,34,14,38,19,32,44,39,20,16,41,,,,,,,,,,,,,, +1258,Canada,2009,2,45,41,53,55,30,58,3,19,39,28,27,20,42,12,44,49,51,41,29,64,12,45,50,39,20,16,47,29,26,39,42,37,23,34,28,24,50,42,32,28,32,,,,,,,,,,,,,, +1259,Canada,2010,3,30,28,36,32,25,62,1,28,24,16,10,19,44,6,22,39,55,40,38,75,8,19,43,34,26,17,50,12,25,29,43,30,16,38,13,22,66,45,37,30,38,,,,,,,,,,,,,, +1260,Canada,2011,2,34,36,31,40,33,70,3,23,29,28,14,9,55,18,34,45,31,38,23,60,14,34,49,26,22,13,49,18,28,37,44,32,18,38,19,24,66,50,30,32,33,,,,,,,,,,,,,, +1261,Canada,2012,1,33,32,53,51,35,97,6,32,34,29,19,11,45,28,46,57,38,54,35,79,21,40,57,35,27,12,45,28,41,52,43,31,28,53,24,34,45,52,35,19,34,,,,,,,,,,,,,, +1262,Canada,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61,117,110,119,142,127,226,47,85,161,125,92,62,164 +1263,Cayman Islands,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1264,Cayman Islands,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1265,Cayman Islands,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1266,Cayman Islands,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1267,Cayman Islands,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1268,Cayman Islands,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1269,Cayman Islands,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1270,Cayman Islands,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1271,Cayman Islands,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1272,Cayman Islands,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1273,Cayman Islands,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1274,Cayman Islands,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1275,Cayman Islands,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1276,Cayman Islands,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1277,Cayman Islands,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1278,Cayman Islands,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1279,Cayman Islands,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1280,Cayman Islands,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1281,Cayman Islands,1998,0,0,0,0,0,0,1,0,0,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1282,Cayman Islands,1999,0,0,0,1,0,0,0,0,1,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1283,Cayman Islands,2000,0,0,3,1,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1284,Cayman Islands,2001,0,0,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1285,Cayman Islands,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1286,Cayman Islands,2003,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1287,Cayman Islands,2004,0,0,0,0,0,0,0,0,0,0,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1288,Cayman Islands,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1289,Cayman Islands,2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1290,Cayman Islands,2007,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1291,Cayman Islands,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1292,Cayman Islands,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1293,Cayman Islands,2010,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1294,Cayman Islands,2011,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1295,Cayman Islands,2012,0,0,2,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1296,Cayman Islands,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,2,1,0,0,0,1,1,0,0,0,0 +1297,Central African Republic,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1298,Central African Republic,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1299,Central African Republic,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1300,Central African Republic,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1301,Central African Republic,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1302,Central African Republic,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1303,Central African Republic,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1304,Central African Republic,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1305,Central African Republic,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1306,Central African Republic,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1307,Central African Republic,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1308,Central African Republic,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1309,Central African Republic,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1310,Central African Republic,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1311,Central African Republic,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1312,Central African Republic,1995,38,162,356,206,120,40,18,39,233,350,145,57,21,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1313,Central African Republic,1996,46,192,385,234,94,57,15,52,273,346,177,62,45,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1314,Central African Republic,1997,54,211,403,282,144,65,26,53,301,394,207,100,23,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1315,Central African Republic,1998,28,205,482,328,157,76,46,67,353,476,217,115,61,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1316,Central African Republic,1999,28,224,529,367,123,67,65,72,376,498,196,86,52,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1317,Central African Republic,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1318,Central African Republic,2001,15,127,279,171,78,45,16,25,179,236,123,64,23,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1319,Central African Republic,2002,76,264,462,414,154,82,22,66,315,402,262,139,82,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1320,Central African Republic,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1321,Central African Republic,2004,12,58,694,575,241,30,14,14,60,430,559,181,46,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1322,Central African Republic,2005,29,40,1136,160,26,35,15,30,32,420,145,30,40,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1323,Central African Republic,2006,48,409,770,923,152,83,30,52,538,613,647,126,42,16,12,127,172,81,8,5,1,6,99,150,36,5,4,1,46,116,107,72,15,8,0,47,86,708,47,5,3,1,,,,,,,,,,,,,, +1324,Central African Republic,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1325,Central African Republic,2008,68,466,643,515,276,160,81,102,481,673,378,196,136,57,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1326,Central African Republic,2009,124,546,850,662,351,184,94,137,611,723,426,228,128,68,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1327,Central African Republic,2010,78,379,633,468,251,135,63,88,367,576,319,155,73,44,144,130,154,171,108,56,39,139,171,214,146,72,42,12,206,79,84,84,55,18,11,157,78,140,96,39,19,9,,,,,,,,,,,,,, +1328,Central African Republic,2011,70,362,576,467,269,119,59,96,382,530,289,162,62,26,87,52,120,126,43,25,9,104,88,163,77,36,25,8,166,49,90,61,37,18,11,138,78,117,59,30,13,8,,,,,,,,,,,,,, +1329,Central African Republic,2012,73,502,799,660,360,158,92,101,511,689,370,191,96,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1330,Central African Republic,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,54,479,714,568,349,140,57,93,496,626,343,170,71,36 +1331,Chad,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1332,Chad,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1333,Chad,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1334,Chad,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1335,Chad,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1336,Chad,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1337,Chad,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1338,Chad,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1339,Chad,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1340,Chad,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1341,Chad,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1342,Chad,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1343,Chad,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1344,Chad,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1345,Chad,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1346,Chad,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1347,Chad,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1348,Chad,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1349,Chad,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1350,Chad,1999,20,172,414,957,477,42,4,13,28,230,458,78,16,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1351,Chad,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1352,Chad,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1353,Chad,2002,24,90,1029,794,269,37,17,18,28,495,500,187,18,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1354,Chad,2003,155,256,428,549,303,191,78,112,206,363,497,259,151,51,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1355,Chad,2004,72,141,466,415,207,61,29,41,89,317,262,129,25,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1356,Chad,2005,25,194,535,409,229,123,82,28,148,298,211,148,59,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1357,Chad,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1358,Chad,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1359,Chad,2008,63,,,1543,584,,,78,,,777,264,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1360,Chad,2009,48,355,808,642,336,196,126,47,256,339,319,196,90,60,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1361,Chad,2010,76,382,850,666,379,173,99,59,274,413,263,158,79,44,168,207,408,406,245,151,110,140,165,238,185,94,44,37,134,135,139,138,70,44,52,102,86,102,81,49,35,21,,,,,,,,,,,,,, +1362,Chad,2011,92,469,951,764,418,184,121,84,296,438,298,166,109,44,177,279,438,371,225,141,109,143,221,263,209,99,86,38,118,99,124,104,67,52,39,103,65,105,62,41,33,21,,,,,,,,,,,,,, +1363,Chad,2012,68,405,842,634,376,210,88,51,273,403,227,135,91,46,216,288,553,502,253,175,114,154,235,303,225,138,105,66,148,111,151,93,78,51,36,96,83,97,65,47,41,16,,,,,,,,,,,,,, +1364,Chad,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,471,910,1874,1599,1124,721,441,396,629,1075,676,609,476,236 +1365,Chile,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1366,Chile,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1367,Chile,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1368,Chile,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1369,Chile,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1370,Chile,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1371,Chile,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1372,Chile,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1373,Chile,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1374,Chile,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1375,Chile,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1376,Chile,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1377,Chile,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1378,Chile,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1379,Chile,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1380,Chile,1995,24,148,182,204,155,141,163,24,100,120,108,75,73,107,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1381,Chile,1996,8,123,201,207,207,125,139,11,88,117,72,63,47,72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1382,Chile,1997,11,107,182,224,165,153,163,11,92,121,80,66,60,88,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1383,Chile,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1384,Chile,1999,4,118,173,204,206,132,132,9,87,109,97,52,76,98,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1385,Chile,2000,6,81,160,198,150,132,126,10,66,96,70,54,58,83,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1386,Chile,2001,2,78,183,213,190,116,138,9,69,85,76,58,55,83,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1387,Chile,2002,6,87,163,196,193,144,160,7,64,91,82,76,54,89,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1388,Chile,2003,1,77,131,181,183,150,136,8,59,106,81,42,41,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1389,Chile,2004,3,87,148,179,187,124,168,5,58,74,76,57,57,74,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1390,Chile,2005,3,74,128,179,162,115,133,4,55,78,60,56,36,93,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1391,Chile,2006,12,107,140,176,197,179,199,7,70,91,74,95,64,122,6,14,14,21,16,10,21,5,12,17,6,10,4,12,14,42,51,52,62,47,43,15,23,36,41,37,37,70,,,,,,,,,,,,,, +1392,Chile,2007,3,86,137,140,169,139,121,8,59,75,63,49,39,78,4,35,49,51,61,48,84,11,16,29,17,23,15,53,13,37,60,66,61,51,43,8,23,36,46,44,56,60,,,,,,,,,,,,,, +1393,Chile,2008,7,86,131,148,167,135,118,3,52,86,49,37,30,65,10,41,70,49,53,51,86,8,21,23,15,26,20,52,16,32,68,75,65,39,59,5,19,45,58,42,55,58,,,,,,,,,,,,,, +1394,Chile,2009,7,85,141,147,169,109,140,8,51,67,68,52,49,59,8,32,41,54,50,58,73,12,30,19,25,24,37,46,15,36,58,49,58,31,58,7,22,27,46,38,43,61,,,,,,,,,,,,,, +1395,Chile,2010,2,90,115,144,159,122,157,6,56,76,59,56,40,72,6,23,39,65,52,52,81,10,22,24,32,20,29,47,12,31,69,54,56,39,47,16,26,41,42,37,39,44,,,,,,,,,,,,,, +1396,Chile,2011,4,88,139,143,164,127,134,6,62,75,66,69,48,71,9,35,45,49,70,39,72,5,17,20,22,21,21,48,13,43,74,57,57,35,61,13,23,32,35,44,42,65,,,,,,,,,,,,,, +1397,Chile,2012,4,91,122,135,170,117,149,4,59,69,53,56,60,76,8,33,41,50,61,61,94,18,17,18,22,25,29,60,10,31,66,45,46,38,53,5,24,35,31,33,39,57,,,,,,,,,,,,,, +1398,Chile,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,40,135,275,253,300,240,303,19,116,147,118,124,150,184 +1399,China,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1400,China,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1401,China,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1402,China,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1403,China,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1404,China,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1405,China,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1406,China,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1407,China,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1408,China,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1409,China,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1410,China,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1411,China,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1412,China,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1413,China,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1414,China,1995,1102,12791,18306,15487,13105,13489,10130,1169,10890,13250,8376,5679,4579,2841,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1415,China,1996,1409,16490,24057,19695,17024,16758,13697,1624,13773,17218,10214,7020,5346,3945,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1416,China,1997,1456,18547,28247,23006,20330,19667,17041,1534,15258,19547,11758,8259,6422,4823,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1417,China,1998,1481,19699,30093,25088,23483,21651,20501,1558,15726,20203,12672,9399,7122,5728,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1418,China,1999,1247,18961,29328,25095,24239,21564,21367,1431,15178,18846,12370,9838,7131,5663,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1419,China,2000,1131,19111,29399,25206,25593,21429,21771,1420,14536,18496,12377,9899,7102,6296,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1420,China,2001,1213,19121,28520,25544,25759,20789,22799,1405,14500,17446,12041,9963,7175,6491,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1421,China,2002,925,17933,25242,22645,23884,19564,22562,1152,13250,15188,10505,8796,6586,6740,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1422,China,2003,1133,25125,32760,31604,32585,27243,32027,1407,18811,19248,14783,12101,8988,9465,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1423,China,2004,1375,35465,43594,45408,46256,41846,50797,1659,25951,25150,20613,16995,14038,15739,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1424,China,2005,1416,43005,49558,55400,54872,53822,69779,1864,31180,27759,24728,19889,18203,21244,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1425,China,2006,1023,44528,48232,56733,54301,53746,68557,1408,30904,26526,24564,18775,17782,21212,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1426,China,2007,878,44011,46374,56224,54960,56288,70376,1235,29960,24914,23542,18129,17647,21339,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1427,China,2008,751,45596,44651,56182,55740,57492,69678,964,29223,23484,22370,17565,17814,21086,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1428,China,2009,944,44757,41439,53300,54700,57653,67213,1078,29195,22179,21636,16898,17537,20623,2865,51307,42063,47112,44567,47249,58778,2356,32424,23121,22432,18704,19685,22662,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1429,China,2010,759,42851,38880,50246,52925,56754,64514,926,27064,21022,20422,16075,17441,20020,2522,54328,41926,45869,43632,47016,55003,2193,33194,24042,22604,18710,19627,22202,198,403,477,507,505,429,350,112,486,580,798,602,520,358,,,,,,,,,,,,,, +1430,China,2011,645,37514,34597,43087,47949,51315,55881,733,22859,18347,17119,14103,15218,17638,2291,58225,46051,50724,51044,55593,63305,1874,34383,26119,24405,21018,22141,24341,153,415,487,531,466,463,390,103,493,716,709,640,582,392,,,,,,,,,,,,,, +1431,China,2012,511,29018,28324,34505,40428,44821,49413,580,17786,15549,13485,11981,13384,16547,2362,60246,50282,54472,57181,64972,74282,1926,35518,28753,26472,23869,26085,29630,155,393,463,578,499,452,394,91,461,633,677,684,578,421,,,,,,,,,,,,,, +1432,China,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2529,84785,76917,84565,100297,112558,124476,2301,49491,44985,38804,37138,40892,47438 +1433,"China, Hong Kong SAR",1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1434,"China, Hong Kong SAR",1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1435,"China, Hong Kong SAR",1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1436,"China, Hong Kong SAR",1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1437,"China, Hong Kong SAR",1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1438,"China, Hong Kong SAR",1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1439,"China, Hong Kong SAR",1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1440,"China, Hong Kong SAR",1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1441,"China, Hong Kong SAR",1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1442,"China, Hong Kong SAR",1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1443,"China, Hong Kong SAR",1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1444,"China, Hong Kong SAR",1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1445,"China, Hong Kong SAR",1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1446,"China, Hong Kong SAR",1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1447,"China, Hong Kong SAR",1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1448,"China, Hong Kong SAR",1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1449,"China, Hong Kong SAR",1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1450,"China, Hong Kong SAR",1997,5,90,122,174,198,271,593,12,85,114,83,49,64,176,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1451,"China, Hong Kong SAR",1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1452,"China, Hong Kong SAR",1999,3,88,121,162,173,233,432,8,85,109,72,50,43,188,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1453,"China, Hong Kong SAR",2000,4,78,102,160,211,236,578,5,65,115,86,44,45,211,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1454,"China, Hong Kong SAR",2001,6,79,99,162,196,201,519,13,88,119,83,58,34,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1455,"China, Hong Kong SAR",2002,2,99,105,163,207,218,543,8,97,115,90,57,35,153,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1456,"China, Hong Kong SAR",2003,8,104,91,140,195,180,472,10,88,136,102,65,43,160,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1457,"China, Hong Kong SAR",2004,3,59,94,128,226,175,477,6,97,112,87,56,34,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1458,"China, Hong Kong SAR",2005,3,76,84,108,200,168,453,3,67,81,92,57,34,135,19,177,190,213,264,283,907,14,172,237,148,123,78,354,11,26,40,38,40,37,78,10,30,85,83,90,46,87,,,,,,,,,,,,,, +1459,"China, Hong Kong SAR",2006,3,75,84,135,174,161,439,9,59,97,73,54,42,132,13,110,177,187,264,279,888,16,129,193,163,109,76,304,2,27,35,40,36,43,101,4,30,75,78,79,55,92,,,,,,,,,,,,,, +1460,"China, Hong Kong SAR",2007,5,63,80,110,177,175,425,1,59,94,74,64,37,137,15,108,152,146,257,259,863,11,112,183,147,105,75,346,8,20,21,38,48,45,80,9,35,85,74,76,49,105,,,,,,,,,,,,,, +1461,"China, Hong Kong SAR",2008,0,59,79,95,166,208,414,8,65,84,65,45,40,131,9,117,151,201,264,247,959,17,118,183,134,138,95,348,7,19,35,33,43,42,104,6,30,91,72,93,55,98,,,,,,,,,,,,,, +1462,"China, Hong Kong SAR",2009,3,53,64,79,176,179,413,7,56,107,82,56,39,130,8,107,134,159,220,256,803,16,89,189,132,123,91,346,7,24,37,34,50,42,93,5,25,89,58,81,59,118,,,,,,,,,,,,,, +1463,"China, Hong Kong SAR",2010,2,52,84,99,184,166,413,3,49,101,76,64,49,133,17,95,119,130,208,224,711,14,112,124,136,108,80,274,2,16,42,46,45,48,151,6,21,79,80,80,64,112,,,,,,,,,,,,,, +1464,"China, Hong Kong SAR",2011,2,72,52,63,172,189,384,3,56,89,69,60,53,116,9,96,105,109,206,253,715,8,69,158,105,94,87,230,7,24,43,32,54,64,137,6,31,84,85,74,64,110,,,,,,,,,,,,,, +1465,"China, Hong Kong SAR",2012,4,63,67,95,174,178,430,1,45,110,76,51,54,115,5,75,99,118,194,233,709,7,66,140,120,111,88,241,7,33,30,33,39,55,145,3,25,82,74,73,87,131,,,,,,,,,,,,,, +1466,"China, Hong Kong SAR",2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,19,197,200,234,406,593,1299,15,140,346,285,219,242,549 +1467,"China, Macao SAR",1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1468,"China, Macao SAR",1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1469,"China, Macao SAR",1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1470,"China, Macao SAR",1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1471,"China, Macao SAR",1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1472,"China, Macao SAR",1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1473,"China, Macao SAR",1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1474,"China, Macao SAR",1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1475,"China, Macao SAR",1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1476,"China, Macao SAR",1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1477,"China, Macao SAR",1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1478,"China, Macao SAR",1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1479,"China, Macao SAR",1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1480,"China, Macao SAR",1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1481,"China, Macao SAR",1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1482,"China, Macao SAR",1995,0,7,19,20,13,12,16,0,9,18,12,4,5,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1483,"China, Macao SAR",1996,1,16,29,34,20,16,26,0,10,21,14,3,3,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1484,"China, Macao SAR",1997,1,15,38,47,37,34,55,4,10,16,21,5,6,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1485,"China, Macao SAR",1998,0,11,26,42,23,28,56,1,9,13,22,6,3,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1486,"China, Macao SAR",1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1487,"China, Macao SAR",2000,0,10,8,25,22,9,17,0,10,4,6,6,3,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1488,"China, Macao SAR",2001,0,9,17,26,25,11,23,1,5,7,11,10,1,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1489,"China, Macao SAR",2002,1,13,8,21,20,17,21,1,7,10,7,9,1,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1490,"China, Macao SAR",2003,0,9,9,16,27,9,27,0,7,7,11,7,4,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1491,"China, Macao SAR",2004,0,8,7,18,31,12,14,0,5,7,12,3,2,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1492,"China, Macao SAR",2005,3,6,9,21,23,17,22,0,5,9,7,8,1,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1493,"China, Macao SAR",2006,0,15,6,17,32,19,19,1,7,8,9,4,3,4,2,22,10,26,18,15,16,0,20,4,22,9,4,7,0,4,5,0,6,0,2,1,7,5,9,3,0,4,,,,,,,,,,,,,, +1494,"China, Macao SAR",2007,0,14,12,14,30,16,13,2,10,4,6,8,3,6,0,11,13,18,25,19,14,1,9,13,7,4,3,10,,4,1,2,2,2,3,,1,4,3,5,1,1,,,,,,,,,,,,,, +1495,"China, Macao SAR",2008,1,18,12,10,29,19,13,2,7,6,5,6,6,5,1,21,15,11,28,16,14,0,12,8,9,8,5,2,0,3,3,4,4,1,3,0,4,8,7,8,1,3,,,,,,,,,,,,,, +1496,"China, Macao SAR",2009,0,12,12,8,24,15,10,1,5,10,5,6,3,5,0,18,9,9,27,12,8,1,13,11,11,5,2,4,1,3,4,3,3,3,7,0,4,5,4,6,1,1,,,,,,,,,,,,,, +1497,"China, Macao SAR",2010,0,17,5,7,22,20,11,0,7,6,10,5,7,6,1,29,17,10,26,12,14,2,22,11,8,11,3,9,1,8,4,1,2,0,5,0,7,4,6,6,3,2,,,,,,,,,,,,,, +1498,"China, Macao SAR",2011,0,20,22,22,47,39,24,0,28,25,17,18,6,6,0,10,8,9,24,12,13,0,15,12,8,9,3,3,0,3,3,0,4,2,6,1,3,5,2,5,6,6,,,,,,,,,,,,,, +1499,"China, Macao SAR",2012,0,10,12,13,22,32,17,1,12,11,13,3,7,3,0,12,17,7,26,23,11,0,10,11,7,5,4,6,1,2,2,1,1,4,5,0,2,4,1,3,2,3,,,,,,,,,,,,,, +1500,"China, Macao SAR",2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,31,31,37,66,53,65,2,25,34,27,26,20,15 +1501,Colombia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1502,Colombia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1503,Colombia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1504,Colombia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1505,Colombia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1506,Colombia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1507,Colombia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1508,Colombia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1509,Colombia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1510,Colombia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1511,Colombia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1512,Colombia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1513,Colombia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1514,Colombia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1515,Colombia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1516,Colombia,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1517,Colombia,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1518,Colombia,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1519,Colombia,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1520,Colombia,1999,270,1730,1473,1796,1500,350,1210,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1521,Colombia,2000,246,763,1030,963,743,610,746,194,587,758,523,381,304,510,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1522,Colombia,2001,223,1037,703,722,869,646,653,186,865,544,429,436,350,359,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1523,Colombia,2002,209,614,696,688,593,472,662,167,524,545,402,318,258,371,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1524,Colombia,2003,237,684,816,844,853,642,761,174,662,692,512,382,292,421,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1525,Colombia,2004,208,732,824,743,725,564,737,205,624,647,513,361,331,426,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1526,Colombia,2005,178,623,685,666,687,510,695,179,581,533,457,389,292,395,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1527,Colombia,2006,219,709,713,737,785,573,766,210,603,653,520,377,314,469,128,73,111,97,122,96,139,125,73,94,83,52,51,104,67,144,218,238,131,104,155,56,100,130,127,73,61,96,,,,,,,,,,,,,, +1528,Colombia,2007,144,618,704,694,712,574,786,138,599,620,459,393,286,461,120,93,123,143,133,133,182,109,78,104,117,97,102,102,58,134,218,220,149,122,146,47,94,157,132,82,42,102,,,,,,,,,,,,,, +1529,Colombia,2008,136,666,736,666,749,610,797,133,580,608,441,384,284,406,126,106,153,136,130,129,154,137,88,117,109,94,87,143,95,169,257,257,155,137,185,72,118,151,138,109,80,103,,,,,,,,,,,,,, +1530,Colombia,2009,124,697,754,651,692,569,838,121,575,582,434,423,304,447,141,116,143,105,129,116,135,139,94,120,86,105,56,105,123,182,286,246,193,139,207,69,136,185,127,107,78,106,,,,,,,,,,,,,, +1531,Colombia,2010,148,602,765,540,710,610,814,146,560,576,428,374,284,471,161,88,130,121,127,158,216,144,79,115,72,70,100,115,69,169,252,242,178,154,184,51,117,172,139,91,78,89,,,,,,,,,,,,,, +1532,Colombia,2011,105,663,714,558,702,594,753,98,461,535,324,337,278,390,154,165,187,164,229,183,282,148,111,157,138,121,113,203,70,174,294,259,207,169,222,58,152,201,136,119,92,122,,,,,,,,,,,,,, +1533,Colombia,2012,92,613,744,497,653,616,740,79,519,555,376,355,252,432,163,118,208,175,174,203,264,160,87,155,127,117,117,211,70,205,288,284,211,154,209,57,133,177,131,129,82,134,,,,,,,,,,,,,, +1534,Colombia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,299,976,1436,990,1138,1081,1340,272,759,907,651,631,502,755 +1535,Comoros,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1536,Comoros,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1537,Comoros,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1538,Comoros,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1539,Comoros,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1540,Comoros,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1541,Comoros,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1542,Comoros,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1543,Comoros,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1544,Comoros,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1545,Comoros,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1546,Comoros,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1547,Comoros,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1548,Comoros,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1549,Comoros,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1550,Comoros,1995,0,18,13,9,7,8,4,1,13,9,8,6,5,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1551,Comoros,1996,1,19,16,12,4,8,8,1,7,12,6,4,10,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1552,Comoros,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1553,Comoros,1998,0,15,10,13,11,6,0,0,7,9,5,8,4,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1554,Comoros,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1555,Comoros,2000,0,18,7,14,9,3,4,1,9,6,12,1,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1556,Comoros,2001,0,15,11,10,11,3,5,2,10,11,8,4,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1557,Comoros,2002,0,10,9,8,4,3,3,0,11,6,7,6,2,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1558,Comoros,2003,1,7,12,5,1,3,3,0,5,7,1,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1559,Comoros,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1560,Comoros,2005,0,12,9,6,4,2,4,2,10,7,4,8,3,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1561,Comoros,2006,0,12,9,7,4,4,1,0,5,5,9,6,4,1,0,2,3,2,1,2,2,1,2,2,1,2,1,1,1,2,1,3,2,1,0,2,1,0,5,1,1,0,,,,,,,,,,,,,, +1562,Comoros,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1563,Comoros,2008,2,11,11,4,9,5,5,2,6,11,1,6,2,2,4,1,1,0,0,4,0,2,0,0,0,1,1,2,1,1,1,2,1,2,1,0,1,1,2,1,0,5,,,,,,,,,,,,,, +1564,Comoros,2009,1,9,12,12,11,6,3,1,8,4,4,2,2,1,0,0,2,0,2,1,1,2,3,0,0,2,1,1,4,4,1,2,1,1,1,1,2,1,2,1,2,4,,,,,,,,,,,,,, +1565,Comoros,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1566,Comoros,2011,0,10,13,9,5,2,5,2,8,4,2,1,0,1,1,1,0,1,0,1,0,1,1,1,1,2,1,1,1,7,0,5,2,2,0,6,1,3,3,1,0,1,,,,,,,,,,,,,, +1567,Comoros,2012,,9,15,8,4,6,6,1,5,7,5,1,1,3,1,1,4,4,3,3,1,,,1,1,2,,2,,3,2,4,1,,5,,1,3,1,,2,1,,,,,,,,,,,,,, +1568,Comoros,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,7,14,10,8,6,2,0,13,2,2,4,2,0 +1569,Congo,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1570,Congo,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1571,Congo,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1572,Congo,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1573,Congo,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1574,Congo,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1575,Congo,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1576,Congo,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1577,Congo,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1578,Congo,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1579,Congo,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1580,Congo,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1581,Congo,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1582,Congo,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1583,Congo,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1584,Congo,1995,16,265,409,221,73,44,15,17,296,353,167,61,38,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1585,Congo,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1586,Congo,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1587,Congo,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1588,Congo,1999,17,272,407,229,99,39,27,25,297,348,143,83,24,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1589,Congo,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1590,Congo,2001,31,557,756,437,174,85,65,53,554,706,377,177,85,107,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1591,Congo,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1592,Congo,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1593,Congo,2004,9,602,887,451,251,78,32,38,310,800,373,156,88,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1594,Congo,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1595,Congo,2006,32,371,656,392,174,69,51,44,384,500,247,138,79,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1596,Congo,2007,28,351,635,482,233,78,63,45,411,608,334,153,71,60,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1597,Congo,2008,31,417,606,469,195,68,49,56,396,505,308,135,85,51,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1598,Congo,2009,50,474,644,376,220,87,56,65,426,493,292,127,76,47,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1599,Congo,2010,41,435,672,424,203,77,55,49,409,510,296,152,70,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1600,Congo,2011,58,453,705,462,222,80,76,72,408,463,332,200,88,97,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1601,Congo,2012,46,563,716,519,276,113,72,63,438,482,349,171,68,108,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1602,Congo,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,35,502,803,572,246,101,60,46,452,475,300,156,84,71 +1603,Cook Islands,1980,0,2,0,1,1,0,0,0,3,0,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1604,Cook Islands,1981,0,0,1,0,0,0,0,0,0,0,0,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1605,Cook Islands,1982,0,0,0,1,2,3,1,0,2,0,3,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1606,Cook Islands,1983,0,2,1,0,0,1,1,0,4,0,3,1,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1607,Cook Islands,1984,0,0,1,0,1,0,1,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1608,Cook Islands,1985,1,0,0,1,2,1,0,0,1,1,0,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1609,Cook Islands,1986,0,1,0,0,0,0,0,1,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1610,Cook Islands,1987,0,0,0,1,0,0,0,1,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1611,Cook Islands,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1612,Cook Islands,1989,0,0,0,0,0,0,1,1,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1613,Cook Islands,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1614,Cook Islands,1991,0,0,0,0,0,0,0,0,1,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1615,Cook Islands,1992,0,0,0,0,1,2,0,0,0,0,1,0,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1616,Cook Islands,1993,0,0,0,0,2,0,0,0,0,1,0,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1617,Cook Islands,1994,0,0,0,0,0,3,1,1,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1618,Cook Islands,1995,0,0,0,0,0,1,0,0,0,0,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1619,Cook Islands,1996,0,0,0,0,0,0,0,0,0,0,0,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1620,Cook Islands,1997,0,0,0,0,0,1,0,0,0,0,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1621,Cook Islands,1998,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1622,Cook Islands,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1623,Cook Islands,2000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1624,Cook Islands,2001,0,0,0,0,0,1,1,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1625,Cook Islands,2002,0,0,0,0,0,1,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1626,Cook Islands,2003,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1627,Cook Islands,2004,0,0,0,0,0,0,1,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1628,Cook Islands,2005,0,1,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1629,Cook Islands,2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1630,Cook Islands,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1631,Cook Islands,2008,,,,1,,1,,,,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1632,Cook Islands,2009,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1633,Cook Islands,2010,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1634,Cook Islands,2011,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1635,Cook Islands,2012,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1636,Cook Islands,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,0,0,1,1,0,0,0,0,0,0,0 +1637,Costa Rica,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1638,Costa Rica,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1639,Costa Rica,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1640,Costa Rica,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1641,Costa Rica,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1642,Costa Rica,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1643,Costa Rica,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1644,Costa Rica,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1645,Costa Rica,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1646,Costa Rica,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1647,Costa Rica,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1648,Costa Rica,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1649,Costa Rica,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1650,Costa Rica,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1651,Costa Rica,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1652,Costa Rica,1995,1,17,38,24,19,23,22,2,17,15,11,7,9,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1653,Costa Rica,1996,0,11,11,19,15,19,15,0,4,9,7,3,4,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1654,Costa Rica,1997,37,30,82,69,52,35,45,31,28,45,40,30,24,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1655,Costa Rica,1998,30,53,78,67,53,43,36,23,19,43,47,27,17,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1656,Costa Rica,1999,4,28,63,89,70,51,73,10,23,42,37,32,33,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1657,Costa Rica,2000,14,31,53,62,39,28,49,13,21,33,24,20,23,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1658,Costa Rica,2001,2,26,53,72,50,29,36,1,18,31,20,16,16,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1659,Costa Rica,2002,3,26,45,44,43,19,38,6,13,24,19,14,15,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1660,Costa Rica,2003,3,33,47,32,39,28,33,4,25,24,21,30,11,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1661,Costa Rica,2004,1,49,62,45,36,29,43,5,35,29,34,11,18,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1662,Costa Rica,2005,1,43,38,53,34,20,34,1,21,31,18,16,6,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1663,Costa Rica,2006,1,27,36,29,34,25,24,4,27,24,20,15,8,11,12,1,10,6,7,7,9,9,5,5,8,8,3,2,2,10,16,13,5,8,5,3,4,7,7,5,6,4,,,,,,,,,,,,,, +1664,Costa Rica,2007,4,44,57,28,32,17,31,3,16,24,19,16,16,15,10,12,10,6,23,8,8,7,3,5,4,5,6,3,4,5,11,10,9,13,8,3,4,1,4,5,6,8,,,,,,,,,,,,,, +1665,Costa Rica,2008,3,24,39,31,38,17,29,2,19,31,20,14,6,14,12,4,6,8,9,4,11,20,3,,4,5,3,4,2,12,12,8,10,9,13,4,9,3,10,8,5,2,,,,,,,,,,,,,, +1666,Costa Rica,2009,,26,49,27,26,24,29,,27,22,12,10,8,11,16,6,4,15,6,6,15,20,3,7,4,6,2,2,3,8,11,16,12,1,8,4,4,8,4,3,5,2,,,,,,,,,,,,,, +1667,Costa Rica,2010,2,18,48,33,27,22,28,0,18,20,12,14,15,8,12,7,4,8,5,9,12,13,4,1,2,3,2,7,2,8,12,13,15,8,18,1,0,9,6,3,6,7,,,,,,,,,,,,,, +1668,Costa Rica,2011,0,23,24,29,33,22,36,2,18,27,23,19,12,17,18,7,2,9,8,9,25,15,10,5,4,9,1,6,4,4,6,11,11,4,11,3,3,6,5,7,4,6,,,,,,,,,,,,,, +1669,Costa Rica,2012,2,18,33,28,34,41,23,2,11,24,11,12,8,5,13,5,6,9,6,7,9,9,2,5,12,6,5,3,4,3,19,22,9,8,10,3,5,8,3,4,2,2,,,,,,,,,,,,,, +1670,Costa Rica,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,23,28,41,37,37,47,46,9,15,35,23,13,11,42 +1671,Cote d'Ivoire,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1672,Cote d'Ivoire,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1673,Cote d'Ivoire,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1674,Cote d'Ivoire,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1675,Cote d'Ivoire,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1676,Cote d'Ivoire,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1677,Cote d'Ivoire,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1678,Cote d'Ivoire,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1679,Cote d'Ivoire,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1680,Cote d'Ivoire,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1681,Cote d'Ivoire,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1682,Cote d'Ivoire,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1683,Cote d'Ivoire,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1684,Cote d'Ivoire,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1685,Cote d'Ivoire,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1686,Cote d'Ivoire,1995,41,989,2092,1344,759,283,130,99,810,813,497,273,105,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1687,Cote d'Ivoire,1996,118,903,1670,1107,535,262,178,139,803,836,409,194,158,75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1688,Cote d'Ivoire,1997,87,1140,1850,1326,662,398,260,118,955,1123,548,291,184,99,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1689,Cote d'Ivoire,1998,72,1173,1747,1471,795,433,273,104,955,1087,703,347,126,105,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1690,Cote d'Ivoire,1999,98,1069,1794,1240,629,378,251,132,1022,1137,644,260,186,112,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1691,Cote d'Ivoire,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1692,Cote d'Ivoire,2001,108,1205,1818,1378,686,393,302,127,1111,1345,735,342,239,112,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1693,Cote d'Ivoire,2002,102,1271,2194,1490,833,385,307,135,1151,1620,827,358,210,142,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1694,Cote d'Ivoire,2003,116,1232,2075,1517,818,416,366,154,1193,1617,878,443,222,151,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1695,Cote d'Ivoire,2004,114,1418,2323,1530,875,474,387,160,1266,1734,916,472,273,194,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1696,Cote d'Ivoire,2005,128,1346,2449,1606,888,422,385,193,1280,1756,989,528,232,201,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1697,Cote d'Ivoire,2006,171,1467,2476,1614,915,564,368,191,1327,1776,1069,445,275,209,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1698,Cote d'Ivoire,2007,173,1576,2705,1817,981,532,429,225,1349,1973,1126,596,354,235,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1699,Cote d'Ivoire,2008,261,1764,2944,1842,1121,649,482,277,1477,2085,1171,641,326,254,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1700,Cote d'Ivoire,2009,199,1758,2886,1762,1048,527,354,237,1473,1913,1073,559,301,210,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1701,Cote d'Ivoire,2010,159,1751,2858,1882,1010,505,375,246,1431,1819,1051,531,304,209,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1702,Cote d'Ivoire,2011,189,1743,3043,1852,1072,601,348,244,1358,1838,1044,560,301,223,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1703,Cote d'Ivoire,2012,163,1743,3087,2017,1032,552,430,204,1306,1870,1120,536,337,263,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1704,Cote d'Ivoire,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,148,1770,3270,2161,1134,588,420,242,1416,1827,1111,560,314,280 +1705,Croatia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1706,Croatia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1707,Croatia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1708,Croatia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1709,Croatia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1710,Croatia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1711,Croatia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1712,Croatia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1713,Croatia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1714,Croatia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1715,Croatia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1716,Croatia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1717,Croatia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1718,Croatia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1719,Croatia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1720,Croatia,1995,6,38,97,210,132,178,141,10,50,57,57,38,60,130,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1721,Croatia,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1722,Croatia,1997,12,65,88,180,124,118,117,13,43,43,54,28,52,136,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1723,Croatia,1998,14,48,81,177,176,106,129,19,44,64,54,38,48,131,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1724,Croatia,1999,1,29,45,83,93,46,45,2,14,18,15,15,16,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1725,Croatia,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1726,Croatia,2001,0,32,64,186,126,88,64,2,32,36,54,34,28,92,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1727,Croatia,2002,1,18,40,75,77,32,43,0,18,18,20,19,16,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1728,Croatia,2003,0,15,27,68,80,42,60,1,14,19,18,10,15,69,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1729,Croatia,2004,1,18,32,68,81,39,53,3,18,17,11,12,7,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1730,Croatia,2005,1,24,27,48,72,47,34,1,12,18,15,11,6,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1731,Croatia,2006,0,20,23,58,69,30,48,2,16,26,16,22,7,59,10,21,23,41,75,54,99,12,9,19,31,15,21,89,2,7,3,5,18,6,15,2,5,1,7,12,9,21,,,,,,,,,,,,,, +1732,Croatia,2007,,,,,,,,,,,,,,,0,1,2,7,13,8,15,0,2,3,2,4,1,11,0,0,0,2,1,0,2,0,0,0,0,0,0,2,,,,,,,,,,,,,, +1733,Croatia,2008,0,15,25,34,63,32,47,1,11,16,13,15,12,44,13,17,18,40,62,50,88,10,16,23,17,21,26,101,2,4,4,10,7,6,19,1,1,3,3,13,3,25,,,,,,,,,,,,,, +1734,Croatia,2009,0,14,25,41,61,34,38,0,12,8,14,5,10,40,13,21,17,28,54,40,76,11,13,18,12,16,18,73,1,0,6,5,7,8,16,0,1,1,4,6,5,21,,,,,,,,,,,,,, +1735,Croatia,2010,0,10,19,18,38,25,24,1,3,8,4,2,1,30,7,8,14,22,47,56,80,10,13,15,21,15,14,60,0,3,5,5,6,7,12,0,0,4,6,9,6,24,,,,,,,,,,,,,, +1736,Croatia,2011,0,12,5,20,31,31,21,0,12,14,14,8,7,26,4,12,15,30,40,53,45,7,10,10,16,14,24,63,0,0,1,0,6,5,14,2,2,5,2,7,9,22,,,,,,,,,,,,,, +1737,Croatia,2012,0,7,10,18,24,29,14,0,0,10,2,2,3,21,5,9,15,19,41,57,49,5,4,16,19,14,23,60,2,2,3,7,5,5,11,0,2,1,3,4,6,12,,,,,,,,,,,,,, +1738,Croatia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,19,29,32,66,74,93,3,11,18,17,32,25,91 +1739,Cuba,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1740,Cuba,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1741,Cuba,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1742,Cuba,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1743,Cuba,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1744,Cuba,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1745,Cuba,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1746,Cuba,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1747,Cuba,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1748,Cuba,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1749,Cuba,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1750,Cuba,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1751,Cuba,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1752,Cuba,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1753,Cuba,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1754,Cuba,1995,2,59,118,83,75,75,156,1,17,52,29,39,48,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1755,Cuba,1996,0,54,136,86,93,84,138,1,29,44,20,45,42,63,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1756,Cuba,1997,0,69,151,83,63,77,116,2,16,49,33,32,28,46,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1757,Cuba,1998,0,60,140,109,75,53,102,1,17,48,23,30,31,55,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1758,Cuba,1999,1,55,163,97,68,72,100,2,15,37,27,20,28,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1759,Cuba,2000,0,71,167,90,74,55,75,2,9,22,26,22,23,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1760,Cuba,2001,0,36,136,87,39,54,67,1,24,17,22,17,20,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1761,Cuba,2002,0,21,104,83,67,45,77,3,15,28,22,21,20,34,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1762,Cuba,2003,2,23,90,91,62,51,78,0,11,14,20,23,13,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1763,Cuba,2004,0,17,68,95,63,45,50,0,16,20,15,16,20,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1764,Cuba,2005,2,20,73,90,50,58,51,2,14,17,26,13,22,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1765,Cuba,2006,,22,73,93,50,47,50,,8,18,22,12,14,23,2,4,20,31,27,32,24,2,4,4,8,6,14,10,1,6,24,23,10,7,3,2,4,3,5,4,,4,,,,,,,,,,,,,, +1766,Cuba,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1767,Cuba,2008,2,30,66,108,67,59,53,3,11,14,22,18,11,34,9,8,18,30,15,17,19,4,5,4,8,10,7,13,1,11,20,23,14,9,6,0,3,2,6,3,4,4,,,,,,,,,,,,,, +1768,Cuba,2009,,16,57,72,70,42,65,,10,13,16,13,14,30,7,9,14,21,23,17,19,5,3,2,6,7,8,9,1,13,18,14,9,4,10,,2,5,5,5,3,2,,,,,,,,,,,,,, +1769,Cuba,2010,3,17,61,89,78,53,57,1,15,15,14,16,17,26,11,5,17,29,30,29,39,5,2,2,6,11,10,16,0,5,16,19,11,15,4,1,6,2,8,3,4,4,,,,,,,,,,,,,, +1770,Cuba,2011,2,14,51,83,86,50,48,1,6,18,18,17,17,26,5,5,19,20,37,25,49,4,3,6,10,6,5,25,1,5,13,18,11,3,6,0,4,4,4,9,5,3,,,,,,,,,,,,,, +1771,Cuba,2012,1,15,45,83,70,45,36,0,13,12,16,12,13,13,6,4,18,30,32,23,26,8,4,4,9,7,14,15,0,13,18,13,14,10,12,3,3,6,4,6,2,8,,,,,,,,,,,,,, +1772,Cuba,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5,23,82,136,145,89,94,4,15,31,30,31,28,44 +1773,Curacao,2010,0,0,0,2,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1774,Curacao,2011,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1775,Curacao,2012,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +1776,Curacao,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,0,0,1,0,0,0,0,1,0,0,0 +1777,Cyprus,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1778,Cyprus,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1779,Cyprus,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1780,Cyprus,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1781,Cyprus,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1782,Cyprus,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1783,Cyprus,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1784,Cyprus,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1785,Cyprus,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1786,Cyprus,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1787,Cyprus,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1788,Cyprus,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1789,Cyprus,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1790,Cyprus,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1791,Cyprus,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1792,Cyprus,1995,0,1,1,0,1,1,2,0,1,1,1,2,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1793,Cyprus,1996,0,0,0,0,0,1,0,0,2,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1794,Cyprus,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1795,Cyprus,1998,0,0,1,0,0,0,1,0,1,3,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1796,Cyprus,1999,5,1,6,2,2,10,0,4,1,2,3,1,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1797,Cyprus,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1798,Cyprus,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1799,Cyprus,2002,0,2,1,1,1,0,2,0,1,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1800,Cyprus,2003,0,1,4,3,0,0,1,0,0,2,2,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1801,Cyprus,2004,0,3,3,0,1,1,1,0,1,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1802,Cyprus,2005,0,3,1,1,1,0,1,0,1,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1803,Cyprus,2006,0,0,1,1,0,1,0,0,2,3,0,0,0,0,0,0,0,0,0,2,2,2,4,5,6,1,0,0,1,0,0,0,0,0,1,0,0,2,1,0,0,1,,,,,,,,,,,,,, +1804,Cyprus,2007,0,2,1,0,0,0,0,0,1,3,1,0,0,0,0,6,6,1,1,2,,0,3,5,1,0,,,0,0,1,0,0,0,0,1,0,3,0,1,0,0,,,,,,,,,,,,,, +1805,Cyprus,2008,0,1,0,0,1,0,0,0,1,2,1,0,0,0,1,2,7,3,2,0,0,0,3,6,2,1,0,1,1,0,1,0,0,0,1,1,0,2,1,0,0,0,,,,,,,,,,,,,, +1806,Cyprus,2009,0,1,4,0,1,1,1,0,1,2,2,0,0,0,0,2,3,1,0,1,2,0,2,1,2,0,0,1,1,1,2,0,0,0,1,0,0,3,3,1,0,0,,,,,,,,,,,,,, +1807,Cyprus,2010,0,2,1,0,0,0,0,0,0,3,1,0,0,0,2,4,2,0,0,1,0,0,0,2,0,1,0,0,0,0,3,0,1,1,0,0,0,5,2,0,0,1,,,,,,,,,,,,,, +1808,Cyprus,2011,0,0,3,4,0,0,1,0,1,0,2,0,0,0,0,1,1,0,0,1,3,0,2,3,2,0,0,1,0,1,0,1,0,0,0,0,0,1,1,0,0,1,,,,,,,,,,,,,, +1809,Cyprus,2012,0,0,4,2,1,1,0,0,3,2,1,0,0,1,1,2,6,0,5,4,0,0,2,4,1,2,0,1,0,0,1,0,2,1,1,0,0,4,0,0,0,2,,,,,,,,,,,,,, +1810,Cyprus,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,3,6,4,2,4,3,0,1,9,6,1,0,2 +1811,Czech Republic,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1812,Czech Republic,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1813,Czech Republic,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1814,Czech Republic,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1815,Czech Republic,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1816,Czech Republic,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1817,Czech Republic,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1818,Czech Republic,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1819,Czech Republic,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1820,Czech Republic,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1821,Czech Republic,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1822,Czech Republic,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1823,Czech Republic,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1824,Czech Republic,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1825,Czech Republic,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1826,Czech Republic,1995,2,10,22,83,88,53,90,0,9,11,20,13,19,88,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1827,Czech Republic,1996,1,10,40,77,121,66,90,1,10,17,11,21,20,89,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1828,Czech Republic,1997,0,5,25,71,94,64,83,0,12,8,12,17,18,72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1829,Czech Republic,1998,0,7,37,88,104,67,95,1,6,17,12,18,11,82,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1830,Czech Republic,1999,2,13,27,62,98,45,75,1,5,14,18,15,3,71,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1831,Czech Republic,2000,0,7,31,52,89,61,59,0,15,13,9,10,7,57,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1832,Czech Republic,2001,0,18,39,47,85,43,50,0,10,17,8,11,9,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1833,Czech Republic,2002,0,14,28,39,89,38,40,0,6,10,8,8,6,43,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1834,Czech Republic,2003,0,11,28,42,67,48,50,0,9,15,15,12,7,34,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1835,Czech Republic,2004,0,10,28,36,71,30,35,0,11,17,9,13,13,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1836,Czech Republic,2005,0,8,24,57,55,45,46,0,3,14,16,7,5,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1837,Czech Republic,2006,0,6,19,39,56,38,25,0,4,12,12,10,6,30,0,3,31,36,59,73,89,2,7,18,13,25,25,99,1,4,9,10,13,23,51,1,6,2,6,14,14,50,,,,,,,,,,,,,, +1838,Czech Republic,2007,0,14,26,35,63,39,29,0,6,8,5,9,5,28,0,11,32,38,58,57,82,2,3,16,13,16,20,59,1,3,6,4,7,14,28,1,3,6,3,2,11,27,,,,,,,,,,,,,, +1839,Czech Republic,2008,0,7,29,39,44,35,31,0,4,14,8,5,10,23,0,21,34,36,48,57,67,0,14,18,21,22,17,77,2,4,13,7,6,14,20,2,1,5,6,2,10,34,,,,,,,,,,,,,, +1840,Czech Republic,2009,0,11,29,25,39,44,29,0,3,6,7,5,4,15,2,12,19,17,38,40,76,1,7,18,10,17,10,51,2,2,3,4,7,7,20,2,3,8,5,6,6,22,,,,,,,,,,,,,, +1841,Czech Republic,2010,0,12,19,36,29,29,19,0,6,10,11,7,2,20,3,5,32,28,54,40,54,0,3,17,12,8,21,48,0,1,5,6,11,9,18,0,4,3,2,1,4,30,,,,,,,,,,,,,, +1842,Czech Republic,2011,0,10,29,20,38,28,24,0,4,9,4,4,3,15,3,7,23,33,38,49,56,2,6,7,11,18,9,44,1,6,7,2,6,9,13,0,0,0,3,3,7,17,,,,,,,,,,,,,, +1843,Czech Republic,2012,0,7,21,24,42,33,22,1,3,11,8,3,7,26,1,6,13,26,26,47,48,2,5,12,7,11,13,51,1,0,6,3,10,9,23,0,2,10,3,4,4,14,,,,,,,,,,,,,, +1844,Czech Republic,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3,13,37,47,59,75,83,2,17,19,19,16,16,65 +1845,Democratic People's Republic of Korea,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1846,Democratic People's Republic of Korea,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1847,Democratic People's Republic of Korea,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1848,Democratic People's Republic of Korea,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1849,Democratic People's Republic of Korea,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1850,Democratic People's Republic of Korea,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1851,Democratic People's Republic of Korea,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1852,Democratic People's Republic of Korea,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1853,Democratic People's Republic of Korea,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1854,Democratic People's Republic of Korea,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1855,Democratic People's Republic of Korea,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1856,Democratic People's Republic of Korea,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1857,Democratic People's Republic of Korea,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1858,Democratic People's Republic of Korea,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1859,Democratic People's Republic of Korea,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1860,Democratic People's Republic of Korea,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1861,Democratic People's Republic of Korea,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1862,Democratic People's Republic of Korea,1997,5,375,430,640,620,430,240,2,205,295,210,205,175,148,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1863,Democratic People's Republic of Korea,1998,0,21,36,34,36,31,25,0,11,24,24,25,20,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1864,Democratic People's Republic of Korea,1999,14,294,438,401,294,151,30,10,162,235,327,237,68,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1865,Democratic People's Republic of Korea,2000,293,928,1508,2927,2519,1167,651,167,683,1121,2004,1524,591,357,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1866,Democratic People's Republic of Korea,2001,207,1081,1593,2276,2208,1149,606,123,690,1132,1354,1120,553,336,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1867,Democratic People's Republic of Korea,2002,199,1444,2282,2584,2618,1235,745,140,1049,1720,1642,1505,892,521,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1868,Democratic People's Republic of Korea,2003,86,1154,2279,2678,2469,1412,634,93,823,1623,1607,1395,769,370,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1869,Democratic People's Republic of Korea,2004,175,1284,2559,2991,2858,1464,460,118,887,1577,1640,1473,724,269,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1870,Democratic People's Republic of Korea,2005,167,1409,2422,2688,2040,1185,485,166,1127,1756,1890,1381,764,336,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1871,Democratic People's Republic of Korea,2006,157,1498,2393,3219,2301,1479,591,87,725,1373,2051,1373,791,397,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1872,Democratic People's Republic of Korea,2007,353,1947,2748,3717,2831,2093,674,406,1233,1682,2672,1723,1056,440,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1873,Democratic People's Republic of Korea,2008,441,2341,3320,4263,3988,2704,948,479,1259,1792,2428,2282,1177,604,1188,2506,3858,4566,3800,2533,1037,1102,1737,2089,3067,2058,1334,569,387,889,1386,1485,1218,674,204,319,786,1048,1027,846,513,132,,,,,,,,,,,,,, +1874,Democratic People's Republic of Korea,2009,364,2359,3607,4211,3927,2879,1061,474,1408,2067,2660,2370,1479,500,1277,2358,3734,4324,3931,2756,1277,1006,1796,2370,2951,2438,1542,731,417,1143,1476,1580,1304,686,348,381,902,1100,1205,942,475,273,,,,,,,,,,,,,, +1875,Democratic People's Republic of Korea,2010,447,2524,4046,4849,4061,2629,1153,407,1493,2461,2910,2276,1347,637,970,2712,4412,5382,4811,2785,1249,787,1643,2774,3487,2838,1725,710,695,1096,1618,1857,1533,867,401,598,776,1089,1324,992,571,298,,,,,,,,,,,,,, +1876,Democratic People's Republic of Korea,2011,314,2218,4066,5493,4542,2474,1024,227,1390,2264,3093,2409,1271,494,1138,2843,4535,5944,4968,2899,1217,876,1818,2856,3528,2727,1481,627,949,1381,2017,2314,1775,975,452,935,1049,1347,1514,1203,631,286,,,,,,,,,,,,,, +1877,Democratic People's Republic of Korea,2012,293,2439,4015,5055,4373,2699,1150,227,1447,2475,3005,2623,1527,576,988,2880,4531,5484,4498,2726,1104,821,1790,2792,3343,2724,1587,691,1020,1473,2187,2357,1765,985,482,980,1043,1452,1513,1135,614,315,,,,,,,,,,,,,, +1878,Democratic People's Republic of Korea,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2874,7057,11239,13618,11382,6674,2653,2365,4717,7094,8611,6916,3762,1629 +1879,Democratic Republic of the Congo,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1880,Democratic Republic of the Congo,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1881,Democratic Republic of the Congo,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1882,Democratic Republic of the Congo,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1883,Democratic Republic of the Congo,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1884,Democratic Republic of the Congo,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1885,Democratic Republic of the Congo,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1886,Democratic Republic of the Congo,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1887,Democratic Republic of the Congo,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1888,Democratic Republic of the Congo,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1889,Democratic Republic of the Congo,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1890,Democratic Republic of the Congo,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1891,Democratic Republic of the Congo,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1892,Democratic Republic of the Congo,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1893,Democratic Republic of the Congo,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1894,Democratic Republic of the Congo,1995,373,1572,2382,1890,1184,634,289,331,1223,1532,1232,863,427,137,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1895,Democratic Republic of the Congo,1996,228,1040,1627,1492,998,548,285,292,1153,1528,1142,728,377,149,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1896,Democratic Republic of the Congo,1997,259,1401,1996,1599,996,614,276,321,1376,1874,1271,723,386,150,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1897,Democratic Republic of the Congo,1998,455,3684,5073,3578,2002,997,518,651,4074,4536,2716,1295,722,272,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1898,Democratic Republic of the Congo,1999,474,4061,5886,4191,2250,1279,626,708,4472,4991,3117,1725,836,305,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1899,Democratic Republic of the Congo,2000,485,4048,5833,4151,2549,1295,602,718,4422,5146,3309,1724,855,351,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1900,Democratic Republic of the Congo,2001,581,4651,6794,4817,2876,1384,724,842,4922,5586,3704,2057,1042,470,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1901,Democratic Republic of the Congo,2002,649,4965,7414,4994,3065,1388,791,874,5378,6230,3939,2262,1055,476,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1902,Democratic Republic of the Congo,2003,854,5885,8427,6193,3776,1836,1047,1233,6630,7711,4826,2866,1457,592,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1903,Democratic Republic of the Congo,2004,1195,7007,9467,7114,4442,2376,1229,1679,7630,8540,5529,3413,1850,721,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1904,Democratic Republic of the Congo,2005,1321,6675,9808,7577,5022,2637,1499,1695,7570,8501,5832,3898,2054,951,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1905,Democratic Republic of the Congo,2006,1122,6391,9486,7321,5011,2657,1504,1517,7236,8522,5621,3762,2019,975,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1906,Democratic Republic of the Congo,2007,1343,6485,9548,7925,5341,2801,1752,1842,7130,8415,5939,4127,2352,1099,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1907,Democratic Republic of the Congo,2008,1515,6497,9988,8552,5756,3131,1686,1828,7304,8995,6393,4104,2516,1212,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1908,Democratic Republic of the Congo,2009,1453,6587,9964,8475,6155,3393,1821,1773,7091,8753,6477,4556,2655,1336,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1909,Democratic Republic of the Congo,2010,1707,6859,10412,9134,6464,3641,1907,1987,7199,9120,6721,4579,2612,1311,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1910,Democratic Republic of the Congo,2011,1579,6640,9872,8932,6415,3584,1911,1800,6802,8742,6541,4537,2671,1295,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1911,Democratic Republic of the Congo,2012,1439,6612,10274,9361,6612,3698,1941,1699,6598,8406,6471,4131,2625,1257,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1912,Democratic Republic of the Congo,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1380,6776,10218,9280,6587,3841,2016,1706,6376,8352,6472,4402,2551,1263 +1913,Denmark,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1914,Denmark,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1915,Denmark,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1916,Denmark,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1917,Denmark,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1918,Denmark,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1919,Denmark,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1920,Denmark,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1921,Denmark,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1922,Denmark,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1923,Denmark,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1924,Denmark,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1925,Denmark,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1926,Denmark,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1927,Denmark,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1928,Denmark,1995,0,7,16,28,18,9,11,2,7,13,8,4,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1929,Denmark,1996,0,4,16,13,13,8,6,0,5,9,8,4,3,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1930,Denmark,1997,1,11,19,23,16,6,6,1,6,8,2,5,2,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1931,Denmark,1998,0,7,20,21,18,7,9,1,6,16,8,7,6,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1932,Denmark,1999,4,9,29,23,21,8,9,1,11,18,11,7,8,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1933,Denmark,2000,5,10,20,24,16,11,14,5,16,15,14,6,7,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1934,Denmark,2001,1,10,15,20,15,4,9,5,5,12,13,7,5,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1935,Denmark,2002,2,11,8,25,14,6,9,1,14,17,11,10,2,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1936,Denmark,2003,3,11,20,23,22,12,9,0,6,13,12,6,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1937,Denmark,2004,1,6,12,17,27,15,12,2,10,16,10,9,7,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1938,Denmark,2005,0,12,12,18,23,9,7,2,11,5,13,9,3,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1939,Denmark,2006,0,8,13,15,27,10,8,1,6,12,9,5,5,4,9,14,8,17,13,6,8,4,9,7,13,7,4,4,3,12,9,10,6,1,7,5,8,7,10,6,2,9,,,,,,,,,,,,,, +1940,Denmark,2007,0,6,12,20,29,16,6,1,8,12,8,4,5,8,9,13,14,10,17,6,8,8,10,13,6,7,10,6,1,10,10,10,5,3,2,6,6,16,4,4,2,4,,,,,,,,,,,,,, +1941,Denmark,2008,0,8,15,9,24,10,8,2,5,7,5,8,4,1,7,12,13,16,12,9,11,9,7,4,9,13,6,12,2,7,12,9,5,4,5,1,3,13,12,4,2,4,,,,,,,,,,,,,, +1942,Denmark,2009,0,7,7,13,15,12,5,2,7,16,7,8,2,1,10,7,9,17,18,6,11,5,8,12,4,9,3,6,0,6,13,4,5,1,3,4,8,5,8,3,2,1,,,,,,,,,,,,,, +1943,Denmark,2010,0,8,22,10,13,16,2,0,4,6,15,8,9,4,5,5,14,12,11,6,5,3,3,9,11,14,3,5,0,2,9,5,2,1,3,1,0,5,5,2,2,4,,,,,,,,,,,,,, +1944,Denmark,2011,0,5,14,18,32,16,4,0,5,5,9,7,2,7,2,4,11,9,13,5,10,5,4,4,7,11,8,7,2,3,6,8,3,2,0,1,4,7,6,1,0,2,,,,,,,,,,,,,, +1945,Denmark,2012,0,7,9,25,19,15,6,3,2,7,3,7,3,1,6,10,17,10,27,17,11,7,7,11,5,10,11,7,0,4,12,8,4,8,1,1,6,13,7,4,5,1,,,,,,,,,,,,,, +1946,Denmark,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,14,30,42,37,51,26,17,8,9,27,17,26,20,6 +1947,Djibouti,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1948,Djibouti,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1949,Djibouti,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1950,Djibouti,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1951,Djibouti,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1952,Djibouti,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1953,Djibouti,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1954,Djibouti,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1955,Djibouti,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1956,Djibouti,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1957,Djibouti,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1958,Djibouti,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1959,Djibouti,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1960,Djibouti,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1961,Djibouti,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1962,Djibouti,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1963,Djibouti,1996,30,421,429,139,77,52,27,31,247,212,67,38,21,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1964,Djibouti,1997,52,428,442,167,115,66,23,51,202,225,75,38,17,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1965,Djibouti,1998,23,348,396,191,81,57,23,28,208,197,76,43,17,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1966,Djibouti,1999,25,348,371,159,87,67,22,20,158,168,84,38,20,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1967,Djibouti,2000,17,302,347,139,67,60,42,12,147,156,47,31,17,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1968,Djibouti,2001,17,267,331,125,65,51,23,17,156,134,59,44,15,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1969,Djibouti,2002,20,256,320,124,58,55,25,18,142,136,48,28,19,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1970,Djibouti,2003,10,222,288,132,76,42,24,19,127,123,55,38,28,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1971,Djibouti,2004,19,217,225,142,68,38,28,16,111,115,49,23,25,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1972,Djibouti,2005,18,220,252,119,62,47,29,23,123,117,66,23,13,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1973,Djibouti,2006,14,225,246,165,63,33,20,24,117,129,59,35,18,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1974,Djibouti,2007,14,241,264,142,83,44,23,8,129,131,62,35,14,18,5,49,31,18,11,5,10,6,42,44,36,11,13,8,260,143,134,80,33,20,12,229,124,130,72,52,24,16,,,,,,,,,,,,,, +1975,Djibouti,2008,17,232,275,180,93,56,46,22,138,159,79,53,15,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1976,Djibouti,2009,18,230,295,183,90,49,24,18,139,154,85,52,29,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1977,Djibouti,2010,28,211,243,151,67,49,20,20,104,120,89,36,24,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1978,Djibouti,2011,35,212,265,149,97,45,33,31,139,118,104,57,30,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1979,Djibouti,2012,22,208,240,147,81,47,26,20,132,94,73,36,26,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1980,Djibouti,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,202,215,137,73,46,35,21,130,113,55,59,23,17 +1981,Dominica,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1982,Dominica,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1983,Dominica,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1984,Dominica,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1985,Dominica,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1986,Dominica,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1987,Dominica,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1988,Dominica,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1989,Dominica,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1990,Dominica,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1991,Dominica,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1992,Dominica,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1993,Dominica,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1994,Dominica,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1995,Dominica,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1996,Dominica,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1997,Dominica,1996,0,0,1,2,1,1,0,0,0,1,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1998,Dominica,1997,0,0,0,0,1,1,1,0,0,0,0,1,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1999,Dominica,1998,0,0,0,0,1,0,0,0,2,0,1,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2000,Dominica,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2001,Dominica,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2002,Dominica,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2003,Dominica,2002,,,,,,1,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2004,Dominica,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2005,Dominica,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2006,Dominica,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2007,Dominica,2006,0,0,1,1,0,1,1,0,1,0,1,1,1,0,0,0,0,2,0,0,2,0,0,0,3,0,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2008,Dominica,2007,0,0,0,1,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2009,Dominica,2008,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,1,1,5,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2010,Dominica,2009,0,0,1,1,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2011,Dominica,2010,0,0,0,0,0,3,1,0,0,0,1,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2012,Dominica,2011,0,0,,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2013,Dominica,2012,0,2,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2014,Dominica,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,2,1,0,0,0,0,0,0,0,0,0 +2015,Dominican Republic,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2016,Dominican Republic,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2017,Dominican Republic,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2018,Dominican Republic,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2019,Dominican Republic,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2020,Dominican Republic,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2021,Dominican Republic,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2022,Dominican Republic,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2023,Dominican Republic,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2024,Dominican Republic,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2025,Dominican Republic,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2026,Dominican Republic,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2027,Dominican Republic,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2028,Dominican Republic,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2029,Dominican Republic,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2030,Dominican Republic,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2031,Dominican Republic,1996,17,231,262,128,79,45,42,21,178,147,61,44,23,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2032,Dominican Republic,1997,76,450,471,246,145,111,81,53,314,329,171,102,77,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2033,Dominican Republic,1998,62,340,416,184,130,114,50,60,265,247,141,79,73,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2034,Dominican Republic,1999,90,507,485,356,238,166,183,99,363,359,226,160,121,136,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2035,Dominican Republic,2000,73,410,481,344,173,125,113,65,317,325,212,115,79,75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2036,Dominican Republic,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2037,Dominican Republic,2002,39,295,417,270,145,86,71,35,251,241,137,81,49,62,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2038,Dominican Republic,2003,52,364,518,331,194,116,112,48,301,288,211,116,82,73,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2039,Dominican Republic,2004,45,391,502,363,180,122,104,39,301,288,177,104,60,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2040,Dominican Republic,2005,43,399,483,386,228,123,105,57,339,332,209,119,72,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2041,Dominican Republic,2006,25,342,480,340,207,111,92,38,287,320,189,106,63,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2042,Dominican Republic,2007,23,290,403,362,209,108,85,29,249,242,174,103,53,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2043,Dominican Republic,2008,16,322,398,337,198,122,105,34,288,272,163,96,55,52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2044,Dominican Republic,2009,30,344,428,284,217,116,88,28,278,271,160,92,49,56,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2045,Dominican Republic,2010,29,276,346,292,170,112,85,43,239,207,142,102,54,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2046,Dominican Republic,2011,20,333,406,318,200,133,112,30,242,274,159,103,66,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2047,Dominican Republic,2012,15,317,489,315,197,126,111,26,230,260,148,119,62,68,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2048,Dominican Republic,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,22,388,477,333,244,158,113,30,246,240,166,130,66,62 +2049,Ecuador,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2050,Ecuador,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2051,Ecuador,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2052,Ecuador,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2053,Ecuador,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2054,Ecuador,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2055,Ecuador,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2056,Ecuador,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2057,Ecuador,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2058,Ecuador,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2059,Ecuador,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2060,Ecuador,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2061,Ecuador,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2062,Ecuador,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2063,Ecuador,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2064,Ecuador,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2065,Ecuador,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2066,Ecuador,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2067,Ecuador,1998,169,402,286,58,,,,44,290,175,99,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2068,Ecuador,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2069,Ecuador,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2070,Ecuador,2001,39,673,832,269,202,251,116,37,591,584,267,180,208,190,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2071,Ecuador,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2072,Ecuador,2003,18,310,266,194,125,75,96,24,217,140,94,56,44,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2073,Ecuador,2004,84,732,537,563,265,315,153,108,522,342,268,170,161,120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2074,Ecuador,2005,48,446,468,308,237,150,159,48,329,305,199,139,85,127,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2075,Ecuador,2006,32,479,496,340,259,181,183,46,321,315,183,143,92,112,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2076,Ecuador,2007,42,555,486,367,282,178,227,57,365,335,198,133,100,123,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2077,Ecuador,2008,32,507,518,372,278,187,202,56,334,331,185,126,107,145,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2078,Ecuador,2009,40,485,519,296,297,212,230,49,342,312,162,141,99,146,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2079,Ecuador,2010,32,499,529,314,309,227,246,52,298,308,178,158,113,110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2080,Ecuador,2011,45,481,547,364,323,272,232,49,340,311,177,141,118,121,46,42,59,40,23,17,23,31,18,25,10,13,21,12,39,77,131,107,58,52,58,20,50,78,39,29,31,39,,,,,,,,,,,,,, +2081,Ecuador,2012,37,506,567,387,359,291,333,59,333,337,184,164,146,153,35,28,41,20,25,18,19,24,17,15,7,9,12,15,29,102,126,87,61,50,50,19,72,80,55,40,43,42,,,,,,,,,,,,,, +2082,Ecuador,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,115,686,825,545,540,353,385,119,440,387,268,239,176,199 +2083,Egypt,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2084,Egypt,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2085,Egypt,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2086,Egypt,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2087,Egypt,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2088,Egypt,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2089,Egypt,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2090,Egypt,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2091,Egypt,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2092,Egypt,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2093,Egypt,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2094,Egypt,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2095,Egypt,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2096,Egypt,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2097,Egypt,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2098,Egypt,1995,223,542,665,460,408,463,160,134,288,367,274,256,160,75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2099,Egypt,1996,58,714,1056,703,485,308,154,64,52,420,259,229,89,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2100,Egypt,1997,50,737,1033,767,465,291,142,64,525,388,264,200,114,34,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2101,Egypt,1998,45,761,943,761,475,286,174,60,489,405,291,204,139,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2102,Egypt,1999,31,708,889,691,458,288,170,57,485,347,248,193,112,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2103,Egypt,2000,21,641,827,667,476,307,158,55,457,343,257,211,112,48,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2104,Egypt,2001,34,586,879,614,453,268,159,57,438,396,265,207,109,49,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2105,Egypt,2002,39,662,774,682,576,303,171,77,424,365,245,254,145,60,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2106,Egypt,2003,42,586,814,675,631,404,195,57,463,338,268,282,175,71,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2107,Egypt,2004,14,563,763,588,502,502,204,44,491,317,233,233,111,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2108,Egypt,2005,25,524,606,421,414,243,123,48,431,298,205,218,132,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2109,Egypt,2006,54,542,728,563,587,340,136,64,470,367,338,279,155,87,212,223,260,142,122,105,116,127,224,171,182,132,68,42,184,313,338,204,119,111,54,123,299,323,322,183,118,32,,,,,,,,,,,,,, +2110,Egypt,2007,35,588,853,629,643,359,214,25,500,325,245,225,173,72,124,150,193,157,137,96,86,85,158,157,129,123,73,35,159,355,377,263,171,100,69,141,337,312,276,153,106,50,,,,,,,,,,,,,, +2111,Egypt,2008,13,581,640,807,791,431,242,7,382,412,308,195,169,113,83,118,129,132,112,71,59,70,110,83,71,66,56,23,186,266,291,298,252,159,134,158,249,186,161,149,125,51,,,,,,,,,,,,,, +2112,Egypt,2009,17,536,599,797,885,417,271,10,317,369,456,210,191,126,90,109,139,116,102,70,62,61,115,113,94,89,53,25,157,353,374,265,168,99,68,139,334,309,275,154,106,49,,,,,,,,,,,,,, +2113,Egypt,2010,9,358,617,783,725,407,217,8,199,352,423,292,192,97,85,111,112,115,99,72,64,62,58,115,95,91,54,26,176,376,399,278,182,106,73,150,357,331,293,162,112,53,,,,,,,,,,,,,, +2114,Egypt,2011,23,382,611,596,715,387,168,7,192,355,387,280,198,94,76,67,109,112,98,69,30,66,56,112,92,88,52,25,215,194,390,316,206,121,83,185,273,376,333,185,109,90,,,,,,,,,,,,,, +2115,Egypt,2012,23,373,597,582,698,379,164,8,187,346,379,274,193,92,68,60,97,100,87,60,27,59,52,98,82,78,47,22,202,183,367,298,195,114,78,190,257,355,314,174,102,84,,,,,,,,,,,,,, +2116,Egypt,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,282,556,940,886,896,516,245,230,425,803,687,572,320,176 +2117,El Salvador,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2118,El Salvador,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2119,El Salvador,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2120,El Salvador,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2121,El Salvador,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2122,El Salvador,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2123,El Salvador,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2124,El Salvador,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2125,El Salvador,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2126,El Salvador,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2127,El Salvador,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2128,El Salvador,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2129,El Salvador,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2130,El Salvador,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2131,El Salvador,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2132,El Salvador,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2133,El Salvador,1996,102,76,76,77,57,54,92,102,76,62,43,49,38,61,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2134,El Salvador,1997,13,86,110,117,71,68,75,17,67,72,44,33,42,45,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2135,El Salvador,1998,21,95,131,99,87,65,84,21,81,93,53,40,43,71,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2136,El Salvador,1999,18,102,128,104,88,88,104,20,81,73,61,47,44,65,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2137,El Salvador,2000,13,99,124,114,92,62,107,28,81,76,63,63,39,47,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2138,El Salvador,2001,20,101,144,100,78,62,101,22,68,86,59,59,53,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2139,El Salvador,2002,8,85,127,101,91,59,93,6,80,84,61,49,51,85,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2140,El Salvador,2003,7,75,105,103,81,59,89,7,70,71,47,48,44,64,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2141,El Salvador,2004,5,92,121,90,84,77,91,15,64,73,55,44,48,67,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2142,El Salvador,2005,5,97,140,128,104,74,117,6,85,82,59,50,42,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2143,El Salvador,2006,6,93,124,101,76,54,103,7,71,80,49,50,38,61,,,,,,,,,,,,,,,27,15,40,26,14,10,33,17,18,38,18,11,5,11,,,,,,,,,,,,,, +2144,El Salvador,2007,8,79,179,110,73,62,95,4,63,85,50,45,33,56,147,5,9,6,8,6,11,129,6,5,9,4,3,10,27,22,46,26,23,13,19,20,18,30,26,18,9,9,,,,,,,,,,,,,, +2145,El Salvador,2008,8,107,168,112,67,79,89,8,73,71,55,42,40,66,138,9,25,6,4,4,13,138,4,4,2,3,4,8,17,22,49,31,15,12,16,27,25,29,37,13,11,9,,,,,,,,,,,,,, +2146,El Salvador,2009,7,99,147,111,80,64,111,2,59,69,50,46,27,58,138,11,19,6,9,12,13,119,9,5,4,4,7,7,19,30,42,32,16,11,16,37,20,47,26,18,10,5,,,,,,,,,,,,,, +2147,El Salvador,2010,5,101,170,96,77,62,101,6,63,65,49,58,51,68,122,18,16,16,11,11,14,102,6,4,8,4,4,2,27,36,38,40,21,11,12,27,15,40,29,19,10,3,,,,,,,,,,,,,, +2148,El Salvador,2011,3,114,183,106,96,77,115,6,61,61,44,52,69,92,111,9,27,24,13,19,16,99,9,12,13,5,7,7,23,47,52,34,21,13,30,26,37,34,26,14,15,12,,,,,,,,,,,,,, +2149,El Salvador,2012,5,131,194,122,100,87,115,5,81,73,80,90,64,90,96,18,28,19,9,7,10,81,5,10,12,7,4,7,24,40,67,51,33,20,12,24,39,29,38,18,9,11,,,,,,,,,,,,,, +2150,El Salvador,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,120,208,344,197,133,96,180,80,90,122,123,95,115,164 +2151,Equatorial Guinea,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2152,Equatorial Guinea,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2153,Equatorial Guinea,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2154,Equatorial Guinea,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2155,Equatorial Guinea,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2156,Equatorial Guinea,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2157,Equatorial Guinea,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2158,Equatorial Guinea,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2159,Equatorial Guinea,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2160,Equatorial Guinea,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2161,Equatorial Guinea,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2162,Equatorial Guinea,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2163,Equatorial Guinea,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2164,Equatorial Guinea,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2165,Equatorial Guinea,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2166,Equatorial Guinea,1995,8,15,45,37,15,11,7,2,18,28,20,4,7,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2167,Equatorial Guinea,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2168,Equatorial Guinea,1997,5,32,40,36,25,8,4,3,23,20,14,10,3,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2169,Equatorial Guinea,1998,6,30,46,39,29,16,11,3,37,31,20,7,5,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2170,Equatorial Guinea,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2171,Equatorial Guinea,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2172,Equatorial Guinea,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2173,Equatorial Guinea,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2174,Equatorial Guinea,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2175,Equatorial Guinea,2004,5,50,63,54,41,17,15,9,45,48,30,15,10,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2176,Equatorial Guinea,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2177,Equatorial Guinea,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2178,Equatorial Guinea,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2179,Equatorial Guinea,2008,8,68,95,85,44,17,11,10,57,66,35,23,13,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2180,Equatorial Guinea,2009,10,53,79,64,52,20,4,2,57,66,54,19,4,6,12,13,9,16,9,9,3,7,3,12,6,6,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2181,Equatorial Guinea,2010,10,71,80,59,35,16,10,13,80,57,45,26,9,6,5,10,12,4,9,5,4,13,7,9,9,4,4,3,24,10,5,3,4,1,0,21,10,7,11,5,4,4,,,,,,,,,,,,,, +2182,Equatorial Guinea,2011,11,77,90,89,59,22,12,15,76,81,46,21,9,3,11,9,9,8,3,8,2,13,12,14,18,3,4,2,24,13,12,8,7,1,1,22,8,14,9,7,3,2,,,,,,,,,,,,,, +2183,Equatorial Guinea,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2184,Equatorial Guinea,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2185,Eritrea,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2186,Eritrea,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2187,Eritrea,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2188,Eritrea,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2189,Eritrea,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2190,Eritrea,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2191,Eritrea,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2192,Eritrea,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2193,Eritrea,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2194,Eritrea,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2195,Eritrea,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2196,Eritrea,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2197,Eritrea,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2198,Eritrea,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2199,Eritrea,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2200,Eritrea,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2201,Eritrea,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2202,Eritrea,1997,0,2,12,21,12,6,4,0,3,10,20,10,4,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2203,Eritrea,1998,4,36,30,19,15,8,10,3,43,29,11,9,6,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2204,Eritrea,1999,3,55,75,49,51,30,17,3,65,94,34,30,17,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2205,Eritrea,2000,9,70,75,57,32,25,20,10,100,87,71,21,12,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2206,Eritrea,2001,5,79,95,77,40,42,21,9,96,76,66,50,31,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2207,Eritrea,2002,16,85,88,53,41,24,23,15,75,85,52,39,30,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2208,Eritrea,2003,17,90,85,55,46,44,36,27,120,149,100,60,36,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2209,Eritrea,2004,14,67,61,45,45,39,29,13,95,118,67,43,23,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2210,Eritrea,2005,9,68,73,50,45,51,39,8,67,127,72,39,21,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2211,Eritrea,2006,6,50,55,44,52,42,36,17,109,123,64,45,19,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2212,Eritrea,2007,21,56,85,73,62,53,44,2,70,89,56,47,21,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2213,Eritrea,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2214,Eritrea,2009,6,104,111,79,46,57,44,4,85,88,88,39,27,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2215,Eritrea,2010,10,93,109,81,51,37,60,3,88,111,79,43,31,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2216,Eritrea,2011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2217,Eritrea,2012,2,84,105,90,62,39,51,4,86,98,74,45,19,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2218,Eritrea,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2219,Estonia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2220,Estonia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2221,Estonia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2222,Estonia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2223,Estonia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2224,Estonia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2225,Estonia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2226,Estonia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2227,Estonia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2228,Estonia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2229,Estonia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2230,Estonia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2231,Estonia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2232,Estonia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2233,Estonia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2234,Estonia,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2235,Estonia,1996,1,7,34,53,39,28,19,0,10,14,16,5,2,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2236,Estonia,1997,0,4,23,59,53,29,17,0,8,16,17,14,6,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2237,Estonia,1998,0,15,49,60,64,34,22,0,7,7,15,9,7,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2238,Estonia,1999,0,14,35,72,55,19,17,0,8,9,20,16,2,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2239,Estonia,2000,0,6,31,53,56,35,15,0,9,11,14,11,4,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2240,Estonia,2001,0,10,25,43,37,24,14,0,6,11,17,11,6,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2241,Estonia,2002,0,9,20,47,45,19,7,0,7,11,16,9,5,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2242,Estonia,2003,0,7,28,38,35,24,18,0,7,4,11,12,2,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2243,Estonia,2004,0,6,24,42,54,14,11,0,4,12,10,13,6,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2244,Estonia,2005,0,9,25,19,40,12,7,0,6,11,8,11,6,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2245,Estonia,2006,0,4,19,24,40,12,7,0,3,9,10,9,4,6,3,7,26,33,35,15,9,2,9,13,13,14,7,9,1,3,0,1,2,6,6,1,1,1,2,1,3,3,,,,,,,,,,,,,, +2246,Estonia,2007,0,6,26,32,37,21,12,0,2,5,5,8,7,6,0,6,26,32,37,21,12,0,9,16,12,12,12,3,0,0,5,4,3,1,3,1,3,1,1,2,3,4,,,,,,,,,,,,,, +2247,Estonia,2008,0,3,14,26,34,12,13,0,2,7,6,8,4,15,1,9,16,33,34,26,12,0,7,11,9,4,8,10,1,0,3,3,4,2,7,0,1,0,0,1,2,6,,,,,,,,,,,,,, +2248,Estonia,2009,0,4,10,12,34,22,12,0,6,8,8,7,5,7,2,8,17,34,23,16,13,0,4,15,9,12,8,9,0,1,3,2,3,2,1,1,0,0,1,1,3,3,,,,,,,,,,,,,, +2249,Estonia,2010,0,3,7,21,25,12,8,0,3,6,3,3,6,3,1,5,18,13,26,17,13,2,5,5,8,6,6,10,2,1,4,2,2,0,1,1,0,1,0,1,0,2,,,,,,,,,,,,,, +2250,Estonia,2011,0,4,22,16,15,18,13,0,4,8,12,3,3,6,1,5,21,15,20,16,6,0,3,8,9,10,2,6,0,1,1,2,0,5,1,0,0,1,2,0,1,4,,,,,,,,,,,,,, +2251,Estonia,2012,0,6,15,13,21,17,9,0,5,7,2,4,1,5,0,5,12,18,18,9,11,1,2,7,9,4,3,11,1,1,0,1,0,1,8,0,1,0,0,2,1,3,,,,,,,,,,,,,, +2252,Estonia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,5,25,42,48,39,17,0,3,20,14,10,8,31 +2253,Ethiopia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2254,Ethiopia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2255,Ethiopia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2256,Ethiopia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2257,Ethiopia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2258,Ethiopia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2259,Ethiopia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2260,Ethiopia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2261,Ethiopia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2262,Ethiopia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2263,Ethiopia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2264,Ethiopia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2265,Ethiopia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2266,Ethiopia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2267,Ethiopia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2268,Ethiopia,1995,247,1221,1017,541,276,142,51,283,908,781,382,152,64,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2269,Ethiopia,1996,302,1739,1609,854,427,201,71,369,1564,1147,576,246,88,32,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2270,Ethiopia,1997,579,2810,2520,1365,736,401,193,687,2469,2173,1039,481,192,108,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2271,Ethiopia,1998,715,2643,3187,1610,839,429,171,832,3016,2434,1220,519,194,55,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2272,Ethiopia,1999,692,3916,3673,1925,1045,471,230,798,3310,2949,1539,713,225,69,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2273,Ethiopia,2000,915,5095,5187,3082,1495,610,397,1037,4699,4424,2105,976,366,122,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2274,Ethiopia,2001,913,5730,5594,3233,1581,742,354,1107,5109,4830,2372,1014,338,111,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2275,Ethiopia,2002,1251,6764,5669,3128,1544,821,372,1614,5607,5692,2685,935,323,136,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2276,Ethiopia,2003,1110,6923,6648,3737,2022,976,483,1387,5936,5908,2780,1239,412,137,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2277,Ethiopia,2004,1160,7167,7002,4060,1988,911,456,1367,6422,6091,2984,1284,414,124,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2278,Ethiopia,2005,1109,6726,6181,3454,1985,1027,475,1326,5885,5663,2730,1296,513,155,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2279,Ethiopia,2006,978,6137,5950,3567,2016,1066,521,1178,5238,5326,2704,1324,510,159,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2280,Ethiopia,2007,1055,6522,6114,3545,2038,1051,559,1229,5426,5507,2850,1429,502,213,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2281,Ethiopia,2008,978,6512,6794,4067,2290,1176,685,1167,5490,5893,3251,1553,616,322,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2282,Ethiopia,2009,1421,7215,7193,4267,2452,1331,794,1593,5556,6075,3499,1798,824,378,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2283,Ethiopia,2010,1582,7400,7785,4451,2746,1473,822,1608,5708,6480,3439,1950,855,335,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2284,Ethiopia,2011,1847,7835,9246,3881,2771,1218,771,1983,6570,7917,3069,1564,719,303,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2285,Ethiopia,2012,,,,,,,,,,,,,,,3692,,,,,,,3990,,,,,,,3798,,,,,,,4054,,,,,,,,,,,,,,,,,,,, +2286,Ethiopia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10954,,,,,,,10363,,,,,, +2287,Fiji,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2288,Fiji,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2289,Fiji,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2290,Fiji,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2291,Fiji,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2292,Fiji,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2293,Fiji,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2294,Fiji,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2295,Fiji,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2296,Fiji,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2297,Fiji,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2298,Fiji,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2299,Fiji,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2300,Fiji,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2301,Fiji,1994,2,8,6,2,3,11,3,0,4,6,3,6,7,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2302,Fiji,1995,0,8,10,9,4,2,3,1,10,9,2,3,4,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2303,Fiji,1996,1,8,8,9,9,3,2,3,6,8,2,6,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2304,Fiji,1997,1,4,8,6,8,6,2,0,6,9,1,5,7,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2305,Fiji,1998,0,7,11,7,8,4,2,2,10,10,4,4,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2306,Fiji,1999,1,13,7,5,8,3,3,0,5,7,5,2,5,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2307,Fiji,2000,0,8,6,13,5,4,2,0,7,5,7,1,4,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2308,Fiji,2001,0,6,8,11,7,4,2,0,7,5,7,1,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2309,Fiji,2002,1,13,11,7,4,7,2,2,8,4,6,3,4,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2310,Fiji,2003,2,8,9,6,11,7,6,1,4,7,4,4,8,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2311,Fiji,2004,0,8,6,8,6,7,2,0,8,6,3,5,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2312,Fiji,2005,7,9,18,18,14,16,6,7,7,9,6,4,6,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2313,Fiji,2006,0,8,11,4,7,5,4,1,12,5,6,4,6,0,0,3,4,1,2,3,2,0,3,1,0,1,2,0,1,2,1,2,1,3,0,2,1,0,0,3,2,0,,,,,,,,,,,,,, +2314,Fiji,2007,1,7,7,7,4,1,4,7,11,4,6,5,1,2,1,2,2,4,5,2,3,0,4,3,0,1,1,1,1,5,2,4,6,0,1,0,4,3,3,2,0,0,,,,,,,,,,,,,, +2315,Fiji,2008,,10,10,4,9,4,4,,13,6,5,6,3,4,,1,1,2,3,0,4,1,0,2,1,1,1,0,,,3,2,4,0,3,,,2,2,2,1,0,,,,,,,,,,,,,, +2316,Fiji,2009,0,15,14,7,8,6,2,1,11,7,4,4,3,1,,,,,,,,,,,,,,,2,4,5,5,5,5,0,0,2,3,2,5,0,0,,,,,,,,,,,,,, +2317,Fiji,2010,1,7,15,11,6,2,4,1,11,12,5,1,8,5,5,5,4,0,7,8,3,3,1,1,1,0,5,2,5,2,6,5,2,1,0,6,2,5,2,3,3,3,,,,,,,,,,,,,, +2318,Fiji,2011,0,12,16,8,9,9,4,1,13,17,7,5,2,3,3,2,9,5,5,6,4,2,8,5,3,3,2,1,2,6,4,2,2,5,2,6,3,3,2,2,0,2,,,,,,,,,,,,,, +2319,Fiji,2012,2,14,12,9,12,5,7,2,11,10,7,6,7,7,3,6,4,3,6,6,3,6,2,4,2,2,3,4,6,4,2,3,5,2,2,2,3,2,1,2,2,4,,,,,,,,,,,,,, +2320,Fiji,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10,19,31,25,25,17,19,14,24,27,18,6,9,10 +2321,Finland,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2322,Finland,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2323,Finland,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2324,Finland,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2325,Finland,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2326,Finland,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2327,Finland,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2328,Finland,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2329,Finland,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2330,Finland,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2331,Finland,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2332,Finland,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2333,Finland,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2334,Finland,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2335,Finland,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2336,Finland,1995,1,1,10,25,28,24,61,1,1,6,7,4,10,65,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2337,Finland,1996,0,2,5,24,26,23,77,0,4,5,3,7,6,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2338,Finland,1997,0,1,5,22,24,26,53,0,2,6,2,5,5,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2339,Finland,1998,0,4,4,9,15,21,63,0,3,4,9,4,12,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2340,Finland,1999,0,,4,13,26,20,53,0,2,6,,11,5,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2341,Finland,2000,0,3,8,22,19,28,53,0,1,5,3,4,6,49,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2342,Finland,2001,0,1,9,13,17,13,43,0,3,4,5,8,10,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2343,Finland,2002,0,0,5,8,17,20,36,0,4,3,0,3,6,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2344,Finland,2003,0,2,3,8,19,17,29,0,2,10,3,6,5,31,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2345,Finland,2004,0,1,5,7,17,13,33,0,1,0,3,4,3,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2346,Finland,2005,1,5,4,3,14,11,25,0,3,4,1,0,6,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2347,Finland,2006,0,5,6,5,9,6,20,0,2,4,3,4,1,19,0,4,2,6,8,18,42,0,0,6,1,2,3,18,1,2,3,8,3,4,14,0,4,6,3,0,8,30,,,,,,,,,,,,,, +2348,Finland,2007,0,4,5,5,10,7,24,0,6,4,2,5,0,13,2,8,24,17,28,40,86,0,12,11,4,15,12,65,0,4,12,10,12,16,44,4,12,10,4,10,16,50,,,,,,,,,,,,,, +2349,Finland,2008,0,3,5,8,13,11,35,0,4,3,2,4,2,14,3,4,3,6,11,11,29,1,2,2,2,3,8,19,0,6,4,1,5,9,33,0,2,7,5,7,8,36,,,,,,,,,,,,,, +2350,Finland,2009,0,9,3,3,11,11,17,0,7,7,3,4,1,14,3,12,11,12,16,24,47,3,6,11,7,4,7,27,1,12,6,4,4,9,24,0,4,4,5,4,6,37,,,,,,,,,,,,,, +2351,Finland,2010,0,10,6,7,9,8,15,0,3,3,4,1,2,12,3,9,6,7,9,13,40,1,5,5,1,6,3,26,0,3,10,4,2,5,13,2,5,7,4,4,6,25,,,,,,,,,,,,,, +2352,Finland,2011,0,1,4,4,7,10,27,1,2,3,5,3,1,13,4,5,12,3,4,17,38,4,4,7,3,6,3,30,1,4,4,4,3,5,15,1,7,5,1,1,8,31,,,,,,,,,,,,,, +2353,Finland,2012,0,2,9,7,5,9,21,1,4,0,4,2,3,11,2,4,5,6,10,10,28,1,4,7,7,3,3,14,0,4,5,3,1,3,13,1,4,3,5,2,4,22,,,,,,,,,,,,,, +2354,Finland,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,22,17,13,12,20,79,1,10,18,6,7,13,47 +2355,France,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2356,France,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2357,France,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2358,France,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2359,France,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2360,France,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2361,France,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2362,France,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2363,France,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2364,France,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2365,France,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2366,France,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2367,France,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2368,France,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2369,France,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2370,France,1995,30,156,431,502,414,297,496,36,138,226,176,90,92,365,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2371,France,1996,36,124,335,413,351,248,475,22,124,195,131,79,82,376,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2372,France,1997,24,113,288,362,271,194,343,17,117,166,115,80,57,274,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2373,France,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2374,France,1999,13,147,267,310,276,157,318,25,110,145,120,80,60,284,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2375,France,2000,10,136,248,247,211,125,244,18,108,127,89,46,43,155,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2376,France,2001,10,124,230,260,205,119,211,17,131,132,102,63,40,183,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2377,France,2002,24,138,265,223,219,119,180,13,106,127,90,56,33,161,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2378,France,2003,18,129,249,223,190,127,210,16,114,129,79,44,32,159,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2379,France,2004,13,109,222,220,200,138,216,11,96,116,82,53,34,171,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2380,France,2005,12,127,212,222,196,134,205,16,104,134,82,56,38,180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2381,France,2006,17,137,214,238,209,153,278,15,112,158,91,67,44,170,59,92,171,151,131,108,198,52,90,128,92,81,57,205,39,92,140,103,84,64,133,46,62,97,102,88,69,152,,,,,,,,,,,,,, +2382,France,2007,17,120,225,196,219,156,273,20,127,167,91,56,61,188,66,123,207,186,159,127,225,67,97,150,100,76,61,206,92,142,332,216,164,138,264,90,122,224,178,166,138,294,,,,,,,,,,,,,, +2383,France,2008,10,73,136,161,134,110,175,8,57,96,71,50,38,101,28,58,123,101,93,88,143,39,64,89,65,50,54,113,34,50,116,84,63,47,89,34,48,75,73,67,40,133,,,,,,,,,,,,,, +2384,France,2009,11,74,109,114,97,81,125,9,63,87,69,35,23,108,39,66,115,100,72,67,155,35,61,76,64,46,27,104,27,49,84,83,51,45,98,21,40,66,67,42,46,96,,,,,,,,,,,,,, +2385,France,2010,10,60,139,114,99,76,110,10,47,76,49,45,25,97,35,64,111,95,73,73,132,35,58,84,49,52,39,109,36,47,92,81,46,45,81,21,29,50,51,44,43,98,,,,,,,,,,,,,, +2386,France,2011,12,89,113,116,95,73,102,7,58,69,50,36,24,66,32,67,125,88,76,65,144,38,50,93,66,60,44,87,31,32,87,74,44,39,96,29,26,64,43,41,28,73,,,,,,,,,,,,,, +2387,France,2012,8,63,114,98,90,56,90,14,43,81,74,23,24,80,39,68,131,82,91,72,121,46,59,78,56,49,39,96,30,39,96,58,43,44,72,22,36,76,42,46,38,73,,,,,,,,,,,,,, +2388,France,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,139,340,642,469,389,314,587,116,254,374,262,199,188,407 +2389,French Polynesia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2390,French Polynesia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2391,French Polynesia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2392,French Polynesia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2393,French Polynesia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2394,French Polynesia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2395,French Polynesia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2396,French Polynesia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2397,French Polynesia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2398,French Polynesia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2399,French Polynesia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2400,French Polynesia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2401,French Polynesia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2402,French Polynesia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2403,French Polynesia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2404,French Polynesia,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2405,French Polynesia,1996,1,4,7,5,2,1,3,0,5,4,2,0,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2406,French Polynesia,1997,1,4,2,4,3,5,3,1,5,3,2,3,2,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2407,French Polynesia,1998,0,4,4,3,1,5,4,3,1,2,5,1,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2408,French Polynesia,1999,0,2,2,2,1,2,4,4,2,2,4,2,3,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2409,French Polynesia,2000,1,3,3,4,4,4,3,1,4,1,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2410,French Polynesia,2001,2,5,1,2,4,4,5,3,7,1,1,3,4,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2411,French Polynesia,2002,0,4,2,1,3,3,1,0,4,2,1,2,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2412,French Polynesia,2003,,2,2,1,2,4,3,,3,1,1,1,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2413,French Polynesia,2004,1,1,2,3,0,1,4,,4,6,1,4,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2414,French Polynesia,2005,0,2,2,2,0,4,2,0,2,3,0,1,1,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2415,French Polynesia,2006,1,1,1,3,3,1,1,1,6,1,0,0,2,3,0,2,2,1,1,5,4,0,0,1,4,2,3,3,1,2,1,1,2,1,2,0,0,2,1,0,1,1,,,,,,,,,,,,,, +2416,French Polynesia,2007,,,2,2,2,,,1,1,1,5,0,3,2,2,1,2,2,0,5,4,1,1,4,2,4,2,2,,2,1,,,,2,,1,1,1,2,1,,,,,,,,,,,,,,, +2417,French Polynesia,2008,1,3,1,1,1,2,2,0,1,1,1,0,1,2,0,2,1,0,1,1,2,2,2,3,0,1,1,2,0,0,2,2,0,1,2,0,1,0,0,0,0,2,,,,,,,,,,,,,, +2418,French Polynesia,2009,1,1,4,1,3,0,0,0,2,0,0,1,3,1,2,3,1,2,2,1,1,1,2,0,1,0,1,0,1,2,1,3,0,0,1,0,0,2,1,2,1,0,,,,,,,,,,,,,, +2419,French Polynesia,2010,0,3,1,0,1,1,1,0,1,1,0,3,0,1,3,2,0,1,1,2,0,2,1,2,0,1,2,1,0,0,0,2,0,0,0,0,0,1,1,2,0,0,,,,,,,,,,,,,, +2420,French Polynesia,2011,0,3,1,1,5,1,3,0,3,3,0,1,0,1,2,2,0,2,3,1,6,0,5,1,1,2,1,1,2,0,0,1,0,1,1,0,2,0,1,2,0,3,,,,,,,,,,,,,, +2421,French Polynesia,2012,0,1,2,2,3,3,3,0,2,3,0,3,4,0,0,1,1,1,1,0,1,0,1,1,0,1,1,1,0,1,1,1,0,0,0,1,1,1,2,0,0,0,,,,,,,,,,,,,, +2422,French Polynesia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,3,4,6,1,3,3,2,8,3,3,1,5,9 +2423,Gabon,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2424,Gabon,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2425,Gabon,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2426,Gabon,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2427,Gabon,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2428,Gabon,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2429,Gabon,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2430,Gabon,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2431,Gabon,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2432,Gabon,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2433,Gabon,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2434,Gabon,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2435,Gabon,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2436,Gabon,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2437,Gabon,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2438,Gabon,1995,3,45,74,80,54,30,15,9,47,54,28,25,19,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2439,Gabon,1996,0,28,44,40,22,11,2,5,33,26,19,11,4,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2440,Gabon,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2441,Gabon,1998,14,93,159,129,76,43,32,15,97,85,67,32,30,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2442,Gabon,1999,14,98,158,129,76,43,32,15,97,110,67,32,30,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2443,Gabon,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2444,Gabon,2001,21,137,205,147,73,60,46,27,127,139,73,34,21,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2445,Gabon,2002,10,137,173,148,63,27,40,18,125,140,71,32,21,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2446,Gabon,2003,14,165,225,149,103,48,22,16,138,144,107,51,33,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2447,Gabon,2004,17,197,289,143,83,47,50,15,173,141,80,37,24,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2448,Gabon,2005,13,123,199,140,70,38,25,19,128,123,88,29,29,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2449,Gabon,2006,20,157,207,148,89,40,23,19,160,123,79,39,20,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2450,Gabon,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2451,Gabon,2008,14,209,297,196,104,45,39,29,209,158,93,59,32,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2452,Gabon,2009,45,145,163,158,138,42,29,14,103,118,121,105,33,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2453,Gabon,2010,15,145,223,208,130,89,91,13,110,164,122,100,86,64,183,88,87,101,88,76,75,95,82,71,83,65,70,62,70,37,28,32,28,17,20,32,26,22,36,39,13,12,,,,,,,,,,,,,, +2454,Gabon,2011,34,240,269,229,144,86,66,25,177,188,125,74,44,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2455,Gabon,2012,42,236,286,228,166,101,41,29,185,165,109,78,45,34,110,230,278,274,185,122,85,123,176,225,216,152,86,91,25,41,58,53,40,13,14,12,36,47,35,22,7,11,,,,,,,,,,,,,, +2456,Gabon,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,43,242,295,267,155,89,55,29,190,213,158,106,53,35 +2457,Gambia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2458,Gambia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2459,Gambia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2460,Gambia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2461,Gambia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2462,Gambia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2463,Gambia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2464,Gambia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2465,Gambia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2466,Gambia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2467,Gambia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2468,Gambia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2469,Gambia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2470,Gambia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2471,Gambia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2472,Gambia,1995,3,68,181,88,72,29,24,4,39,61,44,25,12,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2473,Gambia,1996,29,42,148,100,66,46,48,20,50,64,46,46,30,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2474,Gambia,1997,2,83,219,126,61,63,37,5,55,76,45,20,20,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2475,Gambia,1998,6,99,193,158,79,61,35,7,60,95,53,25,18,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2476,Gambia,1999,6,99,180,124,86,65,39,10,58,82,54,30,16,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2477,Gambia,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2478,Gambia,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2479,Gambia,2002,2,135,240,160,100,60,37,5,71,112,42,40,21,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2480,Gambia,2003,3,162,236,149,83,52,31,8,81,85,62,39,27,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2481,Gambia,2004,5,145,260,151,103,46,23,7,55,81,59,38,21,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2482,Gambia,2005,13,133,292,206,62,53,44,2,84,87,64,38,22,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2483,Gambia,2006,13,126,284,170,112,58,56,5,88,126,71,49,25,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2484,Gambia,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2485,Gambia,2008,7,151,307,167,125,87,34,9,94,133,90,43,45,8,45,39,51,56,67,73,8,38,29,64,47,41,46,6,13,10,10,10,4,13,3,10,9,15,10,6,3,0,,,,,,,,,,,,,, +2486,Gambia,2009,12,159,240,185,124,74,49,20,91,143,84,70,37,28,37,13,79,122,49,16,9,21,7,94,111,49,8,7,4,27,19,30,0,1,1,1,11,20,27,0,0,0,,,,,,,,,,,,,, +2487,Gambia,2010,9,194,314,184,141,68,39,6,104,121,71,35,40,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2488,Gambia,2011,14,183,271,181,136,87,56,16,103,112,88,63,32,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2489,Gambia,2012,7,210,331,191,107,80,54,16,123,106,89,41,32,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2490,Gambia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,71,,,,,,,66,,,,,, +2491,Georgia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2492,Georgia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2493,Georgia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2494,Georgia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2495,Georgia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2496,Georgia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2497,Georgia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2498,Georgia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2499,Georgia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2500,Georgia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2501,Georgia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2502,Georgia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2503,Georgia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2504,Georgia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2505,Georgia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2506,Georgia,1995,2,20,30,25,40,18,12,2,8,17,17,18,7,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2507,Georgia,1996,4,27,82,93,76,38,16,1,13,28,36,23,27,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2508,Georgia,1997,0,75,97,91,67,58,16,0,38,46,40,36,19,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2509,Georgia,1998,4,64,91,99,58,52,19,4,41,52,25,14,17,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2510,Georgia,1999,5,135,176,151,77,55,23,3,27,40,26,10,10,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2511,Georgia,2000,4,76,111,113,63,45,28,1,49,37,33,17,10,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2512,Georgia,2001,4,142,233,199,117,46,46,2,63,63,37,22,18,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2513,Georgia,2002,1,155,197,181,119,54,42,5,54,68,39,31,20,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2514,Georgia,2003,1,112,220,185,111,65,53,1,65,59,56,19,23,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2515,Georgia,2004,3,157,292,226,177,80,66,3,87,81,52,32,26,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2516,Georgia,2005,0,226,272,268,207,76,60,4,109,105,58,46,17,47,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2517,Georgia,2006,3,315,392,300,241,86,72,5,115,110,71,60,26,34,23,165,156,162,124,79,108,24,91,118,61,43,31,44,162,210,128,73,64,43,39,130,120,95,75,48,32,40,,,,,,,,,,,,,, +2518,Georgia,2007,7,277,388,308,230,96,75,6,153,140,67,54,17,46,23,132,116,114,120,75,54,25,83,62,56,31,14,29,142,176,145,91,81,33,38,103,122,104,72,49,37,37,,,,,,,,,,,,,, +2519,Georgia,2008,4,294,380,312,243,118,77,4,142,121,61,44,22,46,17,133,145,139,112,84,104,14,89,89,49,26,20,42,139,183,123,92,70,57,52,89,120,105,66,45,28,48,,,,,,,,,,,,,, +2520,Georgia,2009,2,327,435,310,284,135,89,5,124,134,74,60,30,46,15,140,170,141,145,73,98,20,93,97,36,21,28,42,153,175,191,99,86,44,39,86,124,104,62,47,28,45,,,,,,,,,,,,,, +2521,Georgia,2010,5,340,529,341,264,143,77,5,135,118,62,52,28,41,14,143,182,135,136,66,78,16,94,92,59,39,10,24,123,156,170,125,71,50,33,86,98,93,56,37,30,27,,,,,,,,,,,,,, +2522,Georgia,2011,5,271,478,333,251,139,93,8,136,132,59,32,35,54,10,146,220,162,130,67,78,14,88,90,47,33,26,30,98,139,155,91,60,43,38,67,105,95,54,50,28,33,,,,,,,,,,,,,, +2523,Georgia,2012,4,200,314,248,235,150,81,5,101,116,72,43,32,47,9,167,200,161,134,101,86,10,84,100,48,37,23,26,106,138,124,71,53,33,33,81,83,88,49,35,24,26,,,,,,,,,,,,,, +2524,Georgia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,105,337,556,455,431,306,185,78,248,298,145,99,73,118 +2525,Germany,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2526,Germany,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2527,Germany,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2528,Germany,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2529,Germany,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2530,Germany,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2531,Germany,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2532,Germany,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2533,Germany,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2534,Germany,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2535,Germany,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2536,Germany,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2537,Germany,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2538,Germany,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2539,Germany,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2540,Germany,1995,14,179,453,539,460,442,625,17,115,251,167,89,104,397,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2541,Germany,1996,20,181,377,520,413,405,607,19,150,214,180,97,108,389,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2542,Germany,1997,11,166,375,459,384,424,509,16,109,204,154,93,99,343,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2543,Germany,1998,9,179,333,448,358,349,538,11,121,166,141,93,80,298,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2544,Germany,1999,13,145,308,419,362,335,449,15,118,177,98,85,99,295,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2545,Germany,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2546,Germany,2001,3,3,89,136,106,94,119,1,36,59,48,42,26,79,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2547,Germany,2002,3,34,75,102,88,81,101,1,32,61,50,14,16,64,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2548,Germany,2003,2,68,107,177,163,103,155,10,61,96,86,43,22,102,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2549,Germany,2004,5,63,130,182,161,110,198,6,75,110,97,42,32,116,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2550,Germany,2005,6,59,113,171,167,92,167,4,51,104,73,43,37,103,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2551,Germany,2006,2,78,138,169,189,103,199,7,66,109,77,39,24,102,63,93,203,230,223,224,434,75,102,180,134,133,98,342,16,43,93,77,49,65,129,26,46,104,81,67,53,177,,,,,,,,,,,,,, +2552,Germany,2007,2,116,248,314,344,184,362,4,120,176,152,116,46,178,62,106,145,191,266,187,414,55,96,141,137,105,100,312,24,36,80,58,63,63,119,23,47,86,66,56,74,181,,,,,,,,,,,,,, +2553,Germany,2008,2,40,95,114,142,96,148,6,35,68,61,41,33,71,45,66,129,158,212,172,318,35,81,117,101,89,53,213,9,27,65,71,55,45,113,15,34,66,50,43,59,145,,,,,,,,,,,,,, +2554,Germany,2009,2,48,109,125,163,103,148,1,52,76,51,49,27,92,45,77,134,133,194,151,332,56,73,116,84,70,80,232,15,37,58,56,36,46,99,17,26,69,67,54,53,115,,,,,,,,,,,,,, +2555,Germany,2010,1,49,96,105,149,97,145,3,48,68,63,38,27,78,60,90,119,131,185,148,320,53,66,125,61,89,49,205,20,30,74,45,58,40,106,15,25,63,68,52,50,138,,,,,,,,,,,,,, +2556,Germany,2011,0,43,95,108,139,69,127,2,45,90,61,53,26,87,65,74,118,141,180,151,333,63,62,128,85,87,76,212,15,29,67,61,52,40,99,14,22,55,50,49,62,122,,,,,,,,,,,,,, +2557,Germany,2012,4,47,101,114,152,106,104,6,53,99,38,46,25,55,66,78,122,140,154,158,276,61,53,97,78,68,64,189,14,51,72,59,62,49,119,18,25,86,53,50,57,109,,,,,,,,,,,,,, +2558,Germany,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,88,268,399,379,433,328,672,80,189,323,215,186,158,457 +2559,Ghana,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2560,Ghana,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2561,Ghana,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2562,Ghana,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2563,Ghana,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2564,Ghana,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2565,Ghana,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2566,Ghana,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2567,Ghana,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2568,Ghana,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2569,Ghana,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2570,Ghana,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2571,Ghana,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2572,Ghana,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2573,Ghana,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2574,Ghana,1995,42,223,397,398,302,190,112,40,199,272,205,122,88,48,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2575,Ghana,1996,30,216,345,368,255,165,157,32,177,260,200,110,64,43,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2576,Ghana,1997,77,406,941,781,623,367,294,90,363,651,418,276,188,121,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2577,Ghana,1998,83,553,1009,913,775,509,487,85,483,758,493,366,248,243,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2578,Ghana,1999,64,586,1132,1008,767,389,389,80,491,753,492,302,192,180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2579,Ghana,2000,73,550,1266,1115,811,495,426,74,456,791,566,338,179,176,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2580,Ghana,2001,84,587,1223,1144,857,471,460,128,515,814,623,370,209,227,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2581,Ghana,2002,80,535,1245,1282,883,507,429,98,489,806,592,325,223,238,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2582,Ghana,2003,79,579,1265,1234,924,509,441,83,487,744,586,380,200,203,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2583,Ghana,2004,54,532,1246,1250,854,472,413,69,454,701,518,303,202,191,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2584,Ghana,2005,49,592,1201,1311,944,462,414,68,450,693,527,366,207,221,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2585,Ghana,2006,33,557,1273,1388,956,529,443,70,494,711,515,381,207,229,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2586,Ghana,2007,66,596,1164,1239,861,477,506,75,453,667,564,371,183,207,0,0,0,0,0,,0,0,0,0,0,,0,0,0,0,,,,0,,0,0,,0,,,0,,,,,,,,,,,,,, +2587,Ghana,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2588,Ghana,2009,66,674,1285,1423,1064,505,539,58,491,701,605,362,197,285,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2589,Ghana,2010,63,570,1146,1301,1030,540,447,64,446,667,560,369,204,249,292,285,607,716,511,284,345,251,206,455,460,283,147,226,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2590,Ghana,2011,50,550,1127,1328,955,491,456,52,470,699,614,390,174,260,311,249,632,869,658,390,536,252,189,452,496,318,210,313,119,110,141,187,136,95,74,85,80,153,104,74,59,54,,,,,,,,,,,,,, +2591,Ghana,2012,30,559,1051,1271,921,512,462,51,418,563,468,332,188,271,275,274,576,871,703,419,563,243,202,446,496,360,220,331,124,97,130,153,115,104,54,97,57,102,116,77,39,36,,,,,,,,,,,,,, +2592,Ghana,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,420,937,1871,2401,1901,1128,1080,363,753,1170,1089,793,463,674 +2593,Greece,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2594,Greece,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2595,Greece,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2596,Greece,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2597,Greece,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2598,Greece,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2599,Greece,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2600,Greece,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2601,Greece,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2602,Greece,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2603,Greece,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2604,Greece,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2605,Greece,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2606,Greece,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2607,Greece,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2608,Greece,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2609,Greece,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2610,Greece,1997,0,16,30,34,42,39,47,0,14,19,8,3,9,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2611,Greece,1998,15,15,31,31,22,31,47,11,20,12,13,8,5,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2612,Greece,1999,3,11,11,17,18,18,27,1,5,8,8,2,3,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2613,Greece,2000,1,10,22,32,24,19,46,0,2,9,10,5,6,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2614,Greece,2001,0,10,23,29,20,17,37,0,7,11,7,4,7,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2615,Greece,2002,0,1,13,27,33,30,10,0,0,3,17,11,5,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2616,Greece,2003,2,20,28,25,23,25,36,0,7,9,7,2,5,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2617,Greece,2004,1,9,14,22,18,13,34,0,3,7,10,3,3,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2618,Greece,2005,1,14,25,22,14,12,23,0,13,18,8,7,2,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2619,Greece,2006,0,11,32,22,24,22,27,0,13,12,8,5,6,24,9,13,28,19,29,27,59,11,10,13,12,8,5,40,1,7,10,3,10,5,20,2,1,1,1,3,5,15,,,,,,,,,,,,,, +2620,Greece,2007,1,21,22,34,28,15,54,0,13,19,11,8,3,24,9,16,15,14,17,23,52,13,7,16,10,8,6,21,7,1,0,3,2,0,1,5,0,0,1,0,0,0,,,,,,,,,,,,,, +2621,Greece,2008,0,5,14,12,4,6,9,0,5,9,2,4,3,7,14,18,33,38,45,28,76,9,16,19,18,13,10,36,0,9,12,3,3,4,16,8,1,5,4,2,1,12,,,,,,,,,,,,,, +2622,Greece,2009,3,20,22,23,23,15,31,4,8,14,8,9,2,12,11,19,30,10,14,12,34,8,4,10,9,6,10,20,1,8,7,3,5,4,9,2,3,6,5,3,0,11,,,,,,,,,,,,,, +2623,Greece,2010,1,19,27,20,18,19,22,3,1,13,4,4,4,15,9,15,17,11,8,10,20,11,6,6,2,4,2,6,2,11,6,5,1,1,7,4,1,3,0,0,2,5,,,,,,,,,,,,,, +2624,Greece,2011,2,30,30,26,24,19,38,1,9,14,9,3,5,20,12,11,26,13,10,11,28,15,6,7,3,3,2,9,1,5,9,3,2,2,10,2,1,3,3,3,2,11,,,,,,,,,,,,,, +2625,Greece,2012,2,20,31,25,23,24,45,3,11,8,12,1,3,21,12,7,20,10,12,11,39,16,0,8,4,5,4,9,2,6,8,2,1,3,12,0,3,3,4,3,1,9,,,,,,,,,,,,,, +2626,Greece,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,44,68,56,47,40,78,9,13,22,12,12,12,52 +2627,Greenland,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2628,Greenland,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2629,Greenland,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2630,Greenland,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2631,Greenland,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2632,Greenland,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2633,Greenland,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2634,Greenland,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2635,Greenland,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2636,Greenland,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2637,Greenland,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2638,Greenland,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2639,Greenland,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2640,Greenland,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2641,Greenland,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2642,Greenland,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2643,Greenland,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2644,Greenland,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2645,Greenland,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2646,Greenland,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2647,Greenland,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2648,Greenland,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2649,Greenland,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2650,Greenland,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2651,Greenland,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2652,Greenland,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2653,Greenland,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2654,Greenland,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2655,Greenland,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2656,Greenland,2009,,2,3,3,3,1,,,4,5,2,1,,,2,4,5,1,7,3,,,4,2,,2,,,,,,1,1,,,,,1,,,,,,,,,,,,,,,,,, +2657,Greenland,2010,0,5,7,5,5,2,2,1,5,0,0,4,2,0,4,10,6,1,1,2,1,4,11,7,4,5,2,1,0,3,0,1,1,0,0,0,2,0,0,0,0,0,,,,,,,,,,,,,, +2658,Greenland,2011,0,10,2,0,3,3,1,0,8,1,1,2,3,0,3,20,5,5,3,3,1,3,12,4,2,6,7,2,,3,0,0,0,0,0,1,1,0,0,0,0,0,,,,,,,,,,,,,, +2659,Greenland,2012,0,6,3,5,1,5,1,2,3,0,3,1,0,3,1,8,2,3,8,7,3,1,2,3,1,5,0,0,0,0,1,0,1,0,0,0,0,0,0,1,2,0,,,,,,,,,,,,,, +2660,Greenland,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2,21,14,6,7,7,3,3,9,3,3,13,4,1 +2661,Grenada,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2662,Grenada,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2663,Grenada,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2664,Grenada,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2665,Grenada,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2666,Grenada,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2667,Grenada,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2668,Grenada,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2669,Grenada,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2670,Grenada,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2671,Grenada,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2672,Grenada,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2673,Grenada,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2674,Grenada,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2675,Grenada,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2676,Grenada,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2677,Grenada,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2678,Grenada,1997,0,0,1,0,0,0,0,0,1,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2679,Grenada,1998,0,1,0,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2680,Grenada,1999,0,0,1,0,0,1,0,0,0,0,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2681,Grenada,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2682,Grenada,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2683,Grenada,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2684,Grenada,2003,,,,,1,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2685,Grenada,2004,,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2686,Grenada,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2687,Grenada,2006,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2688,Grenada,2007,,,,,,1,1,,1,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2689,Grenada,2008,,1,,1,2,,1,,,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2690,Grenada,2009,,,,1,,1,,,,1,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2691,Grenada,2010,,,,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2692,Grenada,2011,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +2693,Grenada,2012,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2694,Grenada,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,,,,,,,, +2695,Guam,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2696,Guam,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2697,Guam,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2698,Guam,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2699,Guam,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2700,Guam,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2701,Guam,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2702,Guam,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2703,Guam,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2704,Guam,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2705,Guam,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2706,Guam,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2707,Guam,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2708,Guam,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2709,Guam,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2710,Guam,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2711,Guam,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2712,Guam,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2713,Guam,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2714,Guam,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2715,Guam,2000,2,1,6,6,9,6,9,0,3,1,2,5,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2716,Guam,2001,0,1,4,10,9,3,6,0,2,3,3,4,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2717,Guam,2002,3,3,5,5,6,12,4,5,1,6,3,3,2,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2718,Guam,2003,0,2,1,3,4,7,5,1,3,1,4,2,1,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2719,Guam,2004,0,0,1,2,6,2,3,0,0,1,2,3,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2720,Guam,2005,0,2,4,4,2,2,4,0,3,1,1,2,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2721,Guam,2006,0,1,1,2,3,2,6,0,0,0,1,1,2,2,3,0,2,0,0,1,0,7,1,0,0,0,0,1,0,0,0,0,1,1,0,0,2,2,1,1,0,0,,,,,,,,,,,,,, +2722,Guam,2007,0,0,0,2,0,0,0,0,0,0,0,1,1,1,13,2,0,1,4,0,1,16,2,2,0,0,1,1,0,0,1,0,0,0,0,1,0,1,0,1,0,0,,,,,,,,,,,,,, +2723,Guam,2008,0,0,1,7,8,3,4,0,1,2,0,1,1,3,12,1,0,4,1,4,6,13,2,0,2,2,1,2,0,1,0,0,0,1,1,0,1,1,0,0,3,0,,,,,,,,,,,,,, +2724,Guam,2009,0,1,0,5,3,9,4,1,1,3,1,1,2,0,13,4,3,3,5,6,5,13,2,2,0,3,1,0,1,1,0,0,2,0,0,0,0,2,1,1,1,1,,,,,,,,,,,,,, +2725,Guam,2010,0,2,3,5,5,7,3,1,0,4,3,3,0,3,9,0,3,7,1,5,2,9,1,3,5,2,4,0,0,0,1,0,1,0,1,0,3,0,1,1,0,1,,,,,,,,,,,,,, +2726,Guam,2011,0,1,0,2,7,4,4,0,1,1,1,0,3,4,5,0,4,1,5,1,4,7,1,3,1,3,1,3,0,2,0,0,2,0,3,0,1,0,0,0,3,0,,,,,,,,,,,,,, +2727,Guam,2012,0,1,0,4,5,2,6,0,0,0,0,2,1,2,5,4,2,0,1,0,1,10,0,1,1,5,4,3,0,1,0,1,3,0,1,0,0,0,1,0,0,1,,,,,,,,,,,,,, +2728,Guam,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5,3,1,2,5,0,10,6,2,2,5,2,2,3 +2729,Guatemala,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2730,Guatemala,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2731,Guatemala,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2732,Guatemala,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2733,Guatemala,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2734,Guatemala,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2735,Guatemala,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2736,Guatemala,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2737,Guatemala,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2738,Guatemala,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2739,Guatemala,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2740,Guatemala,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2741,Guatemala,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2742,Guatemala,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2743,Guatemala,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2744,Guatemala,1995,51,235,280,236,165,142,139,51,224,255,221,146,129,94,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2745,Guatemala,1996,75,230,230,218,152,132,142,48,214,250,212,172,134,99,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2746,Guatemala,1997,45,246,217,229,161,155,150,33,228,225,183,120,109,117,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2747,Guatemala,1998,60,206,248,234,163,148,152,45,203,216,199,160,118,103,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2748,Guatemala,1999,34,216,248,235,171,141,158,24,229,230,194,174,121,89,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2749,Guatemala,2000,36,220,236,216,177,112,140,41,199,167,175,135,87,111,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2750,Guatemala,2001,27,171,201,169,137,98,97,33,180,173,118,101,74,90,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2751,Guatemala,2002,27,217,219,171,158,117,146,42,192,171,147,116,68,74,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2752,Guatemala,2003,29,175,200,169,156,125,128,24,186,179,157,104,88,75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2753,Guatemala,2004,43,282,291,209,210,144,129,31,278,201,227,144,72,78,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2754,Guatemala,2005,39,251,258,185,187,127,115,38,339,245,277,176,88,95,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2755,Guatemala,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2756,Guatemala,2007,74,169,207,226,203,159,155,183,163,246,145,153,143,122,17,35,37,35,17,10,21,27,51,44,40,22,13,7,24,21,23,28,16,15,16,17,16,27,26,22,17,14,,,,,,,,,,,,,, +2757,Guatemala,2008,19,220,257,193,163,124,167,22,199,189,162,154,100,101,19,24,29,34,22,17,22,19,20,29,36,21,19,15,16,23,55,36,31,16,11,16,28,33,27,25,16,13,,,,,,,,,,,,,, +2758,Guatemala,2009,121,144,168,117,122,91,88,116,148,149,99,107,73,66,,,,,,,,,,,,,,,13,144,168,117,122,91,88,16,148,149,99,107,73,66,,,,,,,,,,,,,, +2759,Guatemala,2010,60,187,245,207,172,143,165,29,194,190,179,139,108,103,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2760,Guatemala,2011,18,197,205,172,162,136,152,25,186,192,154,154,102,106,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2761,Guatemala,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2762,Guatemala,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16,239,248,212,207,155,164,25,197,208,167,154,106,98 +2763,Guinea,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2764,Guinea,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2765,Guinea,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2766,Guinea,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2767,Guinea,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2768,Guinea,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2769,Guinea,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2770,Guinea,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2771,Guinea,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2772,Guinea,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2773,Guinea,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2774,Guinea,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2775,Guinea,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2776,Guinea,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2777,Guinea,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2778,Guinea,1995,18,244,538,357,189,98,61,28,202,255,153,64,37,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2779,Guinea,1996,29,319,631,416,214,133,104,30,223,338,213,111,52,31,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2780,Guinea,1997,25,326,653,483,220,147,100,38,246,383,189,91,48,32,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2781,Guinea,1998,22,409,763,494,271,168,117,37,303,365,202,115,71,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2782,Guinea,1999,30,434,736,519,294,173,104,44,345,395,259,110,78,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2783,Guinea,2000,39,551,860,570,282,203,103,66,314,446,245,114,82,45,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2784,Guinea,2001,24,506,876,612,325,185,154,59,419,433,249,127,77,46,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2785,Guinea,2002,24,413,958,634,336,139,149,42,399,439,259,109,77,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2786,Guinea,2003,34,617,1052,671,368,172,134,53,353,451,307,137,106,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2787,Guinea,2004,38,728,1091,726,389,199,135,62,470,521,334,159,100,63,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2788,Guinea,2005,51,749,1165,778,463,195,130,65,594,583,354,203,94,55,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2789,Guinea,2006,31,834,1168,916,512,274,162,85,586,581,396,187,118,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2790,Guinea,2007,46,901,1315,936,503,240,204,76,631,613,367,207,106,79,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2791,Guinea,2008,56,970,1419,985,561,264,198,64,610,686,377,190,93,88,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2792,Guinea,2009,65,746,1064,655,376,208,150,68,549,644,429,225,132,66,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2793,Guinea,2010,61,679,877,982,876,565,289,51,549,739,751,405,145,72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2794,Guinea,2011,45,1051,1537,955,541,293,197,85,709,688,432,219,109,73,79,207,156,177,134,65,52,27,67,180,102,100,67,33,14,343,458,176,201,96,20,0,109,241,278,169,112,67,,,,,,,,,,,,,, +2795,Guinea,2012,28,761,1104,791,383,190,120,49,505,509,323,134,61,57,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2796,Guinea,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,107,1269,1690,1887,1031,642,474,78,987,1056,998,693,214,187 +2797,Guinea-Bissau,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2798,Guinea-Bissau,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2799,Guinea-Bissau,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2800,Guinea-Bissau,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2801,Guinea-Bissau,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2802,Guinea-Bissau,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2803,Guinea-Bissau,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2804,Guinea-Bissau,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2805,Guinea-Bissau,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2806,Guinea-Bissau,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2807,Guinea-Bissau,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2808,Guinea-Bissau,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2809,Guinea-Bissau,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2810,Guinea-Bissau,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2811,Guinea-Bissau,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2812,Guinea-Bissau,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2813,Guinea-Bissau,1996,9,110,159,113,99,60,36,7,49,80,94,62,31,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2814,Guinea-Bissau,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2815,Guinea-Bissau,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2816,Guinea-Bissau,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2817,Guinea-Bissau,2000,2,52,92,80,64,39,19,4,30,46,47,24,15,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2818,Guinea-Bissau,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2819,Guinea-Bissau,2002,7,101,146,128,70,52,34,9,80,108,66,49,37,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2820,Guinea-Bissau,2003,9,101,153,118,108,63,27,7,97,82,78,58,38,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2821,Guinea-Bissau,2004,16,86,175,147,130,84,51,11,87,115,103,98,54,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2822,Guinea-Bissau,2005,14,116,167,153,130,72,42,13,78,110,92,82,44,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2823,Guinea-Bissau,2006,8,86,178,143,90,74,24,7,82,116,90,81,36,15,554,,,,,,,401,,,,,,,13,,,,,,,6,,,,,,,,,,,,,,,,,,,, +2824,Guinea-Bissau,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2825,Guinea-Bissau,2008,8,119,194,191,109,79,30,12,85,129,123,92,41,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2826,Guinea-Bissau,2009,8,124,230,172,138,82,38,5,88,149,119,92,47,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2827,Guinea-Bissau,2010,18,164,219,183,141,80,43,30,100,161,133,80,38,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2828,Guinea-Bissau,2011,6,140,230,181,104,65,36,12,119,122,90,56,44,25,34,43,77,81,57,32,17,30,40,69,57,29,16,11,17,6,4,5,6,0,2,10,4,3,2,2,0,1,,,,,,,,,,,,,, +2829,Guinea-Bissau,2012,7,145,262,183,115,63,38,7,121,157,98,56,33,25,41,26,61,62,40,37,12,29,26,44,38,39,33,9,6,6,5,4,4,2,0,2,2,4,4,0,1,0,,,,,,,,,,,,,, +2830,Guinea-Bissau,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,60,204,387,262,169,100,62,36,166,275,145,80,69,31 +2831,Guyana,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2832,Guyana,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2833,Guyana,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2834,Guyana,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2835,Guyana,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2836,Guyana,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2837,Guyana,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2838,Guyana,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2839,Guyana,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2840,Guyana,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2841,Guyana,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2842,Guyana,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2843,Guyana,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2844,Guyana,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2845,Guyana,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2846,Guyana,1995,7,8,5,6,9,6,7,3,5,7,6,5,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2847,Guyana,1996,4,8,14,4,5,4,7,4,8,4,4,5,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2848,Guyana,1997,1,15,19,12,2,5,8,3,9,8,8,4,7,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2849,Guyana,1998,9,29,56,42,36,2,12,13,32,38,26,4,8,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2850,Guyana,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2851,Guyana,2000,4,20,19,14,7,6,9,1,11,8,7,5,5,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2852,Guyana,2001,1,15,47,44,12,2,1,0,6,16,16,9,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2853,Guyana,2002,20,49,90,94,51,19,23,26,32,36,34,19,15,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2854,Guyana,2003,10,56,111,114,58,27,13,12,35,61,56,27,10,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2855,Guyana,2004,9,45,113,97,87,,4,15,35,38,29,23,,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2856,Guyana,2005,12,48,130,116,81,41,20,14,41,62,41,30,11,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2857,Guyana,2006,6,37,61,59,40,15,5,1,15,21,20,14,3,1,12,28,76,73,48,12,13,13,16,36,29,12,5,20,4,1,3,2,1,,,3,1,,3,1,,,,,,,,,,,,,,,, +2858,Guyana,2007,2,15,43,44,41,12,8,1,20,19,17,5,3,3,10,20,43,56,30,21,13,13,17,32,24,10,4,8,3,1,9,6,5,5,1,4,2,2,2,2,,1,,,,,,,,,,,,,, +2859,Guyana,2008,7,29,51,71,47,22,11,4,20,23,13,12,3,7,9,20,32,47,30,13,14,7,13,23,12,11,5,6,7,5,12,4,7,2,0,4,1,7,6,4,2,0,,,,,,,,,,,,,, +2860,Guyana,2009,7,21,48,61,60,11,20,3,21,26,22,12,8,8,5,26,33,48,33,11,15,2,15,16,19,12,9,8,3,3,8,7,5,4,2,0,2,6,4,1,1,0,,,,,,,,,,,,,, +2861,Guyana,2010,2,32,38,65,49,22,13,2,22,25,19,20,10,6,9,23,34,46,33,22,11,8,10,28,17,13,11,9,5,11,7,7,12,4,1,9,4,4,2,6,1,2,,,,,,,,,,,,,, +2862,Guyana,2011,8,26,54,61,54,19,13,2,17,19,17,17,7,9,13,17,23,36,47,17,30,6,13,23,19,19,13,6,7,7,10,11,8,3,0,2,3,5,9,3,4,6,,,,,,,,,,,,,, +2863,Guyana,2012,5,30,39,68,64,23,8,4,17,10,17,12,7,5,5,11,36,60,48,19,19,10,19,21,28,22,26,15,2,8,12,10,8,3,6,0,5,5,6,8,2,2,,,,,,,,,,,,,, +2864,Guyana,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12,56,82,109,112,52,31,10,39,50,42,39,19,26 +2865,Haiti,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2866,Haiti,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2867,Haiti,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2868,Haiti,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2869,Haiti,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2870,Haiti,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2871,Haiti,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2872,Haiti,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2873,Haiti,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2874,Haiti,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2875,Haiti,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2876,Haiti,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2877,Haiti,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2878,Haiti,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2879,Haiti,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2880,Haiti,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2881,Haiti,1996,148,358,438,289,160,87,97,224,417,492,303,176,62,100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2882,Haiti,1997,156,683,817,453,260,150,162,149,760,878,515,250,119,97,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2883,Haiti,1998,188,804,971,656,331,177,142,208,827,958,620,300,141,119,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2884,Haiti,1999,286,812,1059,672,348,186,145,285,919,918,614,312,162,110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2885,Haiti,2000,67,836,898,613,350,147,118,96,914,857,513,275,132,71,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2886,Haiti,2001,72,752,785,587,319,169,112,113,882,843,498,273,109,93,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2887,Haiti,2002,79,903,904,572,377,184,148,118,980,851,550,303,120,99,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2888,Haiti,2003,89,1002,981,625,406,208,147,122,1114,1064,606,378,165,108,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2889,Haiti,2004,94,918,964,606,376,207,176,137,1146,1045,688,386,176,125,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2890,Haiti,2005,69,1045,1035,701,451,222,156,116,1097,1099,633,414,170,132,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2891,Haiti,2006,93,1110,1132,672,455,201,174,137,1113,1039,638,387,184,126,803,343,406,369,258,140,148,725,361,462,312,237,134,98,130,160,151,98,87,44,38,148,165,164,121,60,43,27,,,,,,,,,,,,,, +2892,Haiti,2007,104,1166,1199,760,471,219,192,147,1261,1107,632,344,182,131,860,298,368,279,211,126,133,763,348,378,286,197,132,93,134,158,172,122,63,41,41,129,152,174,119,68,35,29,,,,,,,,,,,,,, +2893,Haiti,2008,90,1137,1337,696,491,242,175,154,1272,1204,677,378,179,139,692,346,423,333,242,140,118,638,392,488,356,220,141,126,132,186,156,110,71,46,32,128,157,198,98,58,40,51,,,,,,,,,,,,,, +2894,Haiti,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2895,Haiti,2010,98,1225,1357,718,469,259,160,158,1268,1223,608,358,207,134,579,364,456,377,263,153,122,532,332,427,317,198,121,94,109,142,157,111,70,42,34,87,152,166,101,60,42,34,,,,,,,,,,,,,, +2896,Haiti,2011,107,1239,1398,690,445,235,133,170,1356,1291,601,397,199,138,612,439,505,386,294,151,109,566,389,523,381,256,152,108,184,171,204,129,71,45,43,138,156,173,136,75,35,41,,,,,,,,,,,,,, +2897,Haiti,2012,126,1358,1564,757,475,271,164,160,1478,1418,697,416,220,157,704,364,501,373,261,175,105,616,367,430,318,273,123,109,203,183,245,156,93,54,47,176,202,248,136,73,65,37,,,,,,,,,,,,,, +2898,Haiti,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,949,1973,2563,1463,1011,545,385,956,2122,2241,1262,779,452,339 +2899,Honduras,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2900,Honduras,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2901,Honduras,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2902,Honduras,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2903,Honduras,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2904,Honduras,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2905,Honduras,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2906,Honduras,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2907,Honduras,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2908,Honduras,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2909,Honduras,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2910,Honduras,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2911,Honduras,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2912,Honduras,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2913,Honduras,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2914,Honduras,1995,42,280,540,204,130,236,58,54,208,292,134,76,136,48,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2915,Honduras,1996,51,247,389,142,108,190,21,43,167,245,106,69,149,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2916,Honduras,1997,26,214,321,111,78,140,28,38,166,174,80,61,116,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2917,Honduras,1998,147,277,256,211,205,181,50,103,206,192,158,152,135,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2918,Honduras,1999,150,288,268,219,220,190,52,100,214,201,164,160,140,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2919,Honduras,2000,30,123,371,246,277,214,43,25,21,269,258,270,160,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2920,Honduras,2001,12,47,509,344,337,257,27,13,25,347,352,339,196,34,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2921,Honduras,2002,76,29,519,353,338,257,24,65,23,351,339,354,193,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2922,Honduras,2003,52,20,344,235,227,161,17,42,15,232,225,236,127,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2923,Honduras,2004,54,20,379,259,247,189,18,40,13,218,211,220,121,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2924,Honduras,2005,13,238,280,215,152,134,152,27,219,222,125,107,81,104,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2925,Honduras,2006,21,213,297,213,139,96,147,28,206,234,123,85,87,129,72,36,81,67,46,40,48,63,26,54,46,34,16,27,26,24,36,29,19,11,29,9,28,37,29,27,19,27,,,,,,,,,,,,,, +2926,Honduras,2007,21,204,293,194,158,123,180,29,185,175,110,106,84,112,36,42,62,48,37,20,46,28,24,34,18,24,22,29,25,25,45,32,21,12,20,23,16,37,26,21,7,18,,,,,,,,,,,,,, +2927,Honduras,2008,11,254,263,202,140,103,174,26,152,170,114,90,82,116,33,28,55,47,33,35,44,32,24,34,30,18,21,17,15,26,40,28,23,19,19,16,26,37,28,24,9,20,,,,,,,,,,,,,, +2928,Honduras,2009,13,227,269,177,155,131,168,17,167,172,124,80,73,108,37,52,58,53,39,40,50,37,23,30,25,20,21,35,23,26,36,36,23,18,28,17,21,35,18,22,13,15,,,,,,,,,,,,,, +2929,Honduras,2010,15,177,246,207,165,113,157,28,186,163,106,103,69,107,30,33,53,35,41,30,57,32,24,31,34,22,20,40,27,37,44,38,27,20,26,17,19,42,39,15,11,20,,,,,,,,,,,,,, +2930,Honduras,2011,17,194,291,227,184,120,184,19,181,194,138,99,98,126,63,36,73,57,48,35,53,53,33,42,25,28,27,43,19,31,39,41,34,26,39,20,21,33,25,18,28,16,,,,,,,,,,,,,, +2931,Honduras,2012,18,247,285,192,184,129,146,15,180,157,115,88,75,114,49,38,62,48,33,24,61,41,25,35,21,29,21,22,26,27,46,32,22,18,28,15,29,37,25,15,18,24,,,,,,,,,,,,,, +2932,Honduras,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,72,300,391,317,248,191,224,90,277,246,173,159,119,174 +2933,Hungary,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2934,Hungary,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2935,Hungary,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2936,Hungary,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2937,Hungary,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2938,Hungary,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2939,Hungary,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2940,Hungary,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2941,Hungary,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2942,Hungary,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2943,Hungary,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2944,Hungary,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2945,Hungary,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2946,Hungary,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2947,Hungary,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2948,Hungary,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2949,Hungary,1996,3,28,139,151,209,140,105,2,30,42,51,63,27,76,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2950,Hungary,1997,0,8,51,163,164,90,69,1,9,25,35,24,19,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2951,Hungary,1998,0,14,64,149,163,62,59,0,13,27,34,25,17,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2952,Hungary,1999,2,16,48,155,183,74,47,4,17,19,37,19,7,32,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2953,Hungary,2000,0,8,24,85,104,58,27,1,7,17,19,22,10,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2954,Hungary,2001,1,11,42,97,133,73,42,0,10,17,31,27,13,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2955,Hungary,2002,1,10,41,102,145,61,39,1,9,27,36,26,14,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2956,Hungary,2003,0,6,30,89,140,70,38,0,16,26,27,30,11,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2957,Hungary,2004,2,7,38,99,145,64,63,2,6,23,25,29,14,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2958,Hungary,2005,0,6,24,67,117,67,39,1,5,13,11,22,15,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2959,Hungary,2006,2,10,31,71,98,54,33,3,17,16,19,28,11,29,1,33,53,98,214,161,127,1,21,45,55,76,59,123,1,0,7,6,15,10,13,1,0,0,7,4,9,13,,,,,,,,,,,,,, +2960,Hungary,2007,0,7,31,48,103,50,35,3,12,22,18,17,6,29,3,11,33,87,175,147,162,1,10,34,48,74,46,126,0,0,5,8,6,8,11,0,0,1,7,9,7,24,,,,,,,,,,,,,, +2961,Hungary,2008,0,12,23,47,86,72,24,0,11,13,15,12,5,25,1,19,39,91,141,146,136,2,22,33,42,52,55,117,1,1,4,7,8,8,11,0,1,4,1,8,3,22,,,,,,,,,,,,,, +2962,Hungary,2009,0,10,14,49,89,56,36,1,4,13,21,22,14,32,0,15,28,56,135,121,116,0,10,34,40,69,55,87,1,2,2,6,10,4,12,3,0,1,3,6,3,12,,,,,,,,,,,,,, +2963,Hungary,2010,1,9,14,36,51,50,23,0,9,16,14,9,15,20,4,34,41,111,159,170,180,4,29,42,65,81,92,123,0,4,4,2,7,10,6,2,2,1,2,8,3,19,,,,,,,,,,,,,, +2964,Hungary,2011,0,11,18,34,46,53,28,0,3,9,8,9,12,29,2,16,52,82,141,135,140,1,28,32,42,70,72,97,0,2,3,2,4,7,10,0,1,2,5,4,5,8,,,,,,,,,,,,,, +2965,Hungary,2012,2,7,15,29,64,41,25,0,8,14,15,11,14,28,5,23,29,73,127,152,99,1,18,24,43,46,71,120,0,1,1,2,4,6,2,0,0,1,3,2,4,9,,,,,,,,,,,,,, +2966,Hungary,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6,22,54,81,170,194,137,1,26,34,60,60,89,106 +2967,Iceland,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2968,Iceland,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2969,Iceland,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2970,Iceland,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2971,Iceland,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2972,Iceland,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2973,Iceland,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2974,Iceland,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2975,Iceland,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2976,Iceland,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2977,Iceland,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2978,Iceland,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2979,Iceland,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2980,Iceland,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2981,Iceland,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2982,Iceland,1995,0,0,0,0,0,0,1,0,0,0,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2983,Iceland,1996,,,,,,,,0,1,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2984,Iceland,1997,0,0,0,0,0,0,1,0,1,0,0,0,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2985,Iceland,1998,0,0,1,0,0,0,0,0,0,0,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2986,Iceland,1999,0,,,1,,,,0,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2987,Iceland,2000,,,,,,,,0,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2988,Iceland,2001,0,1,,,,,1,0,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2989,Iceland,2002,0,1,0,0,0,0,0,0,0,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2990,Iceland,2003,0,0,0,0,0,0,1,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2991,Iceland,2004,0,0,0,0,1,1,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2992,Iceland,2005,0,0,0,1,0,0,1,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2993,Iceland,2006,0,0,0,0,0,0,1,0,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0,0,2,0,0,0,0,2,1,1,0,1,0,0,0,0,1,0,0,0,,,,,,,,,,,,,, +2994,Iceland,2007,0,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0,0,2,1,0,1,0,0,7,3,0,1,0,0,,0,0,2,0,2,0,0,2,2,0,2,0,,,,,,,,,,,,,, +2995,Iceland,2008,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,1,0,0,,,,,,,,,,,,,, +2996,Iceland,2009,0,0,0,1,1,0,0,0,1,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,,,,,,,,,,,,,, +2997,Iceland,2010,0,0,1,0,3,0,0,0,0,1,1,0,0,0,0,2,0,0,1,0,0,0,3,3,2,0,0,1,0,0,1,0,0,0,0,0,0,1,2,0,0,0,,,,,,,,,,,,,, +2998,Iceland,2011,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,0,0,1,0,,,,,,,,,,,,,, +2999,Iceland,2012,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,2,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,0,,,,,,,,,,,,,, +3000,Iceland,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,1,2,1,0,1,0,0,0,2,1,0,0,3 +3001,India,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3002,India,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3003,India,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3004,India,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3005,India,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3006,India,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3007,India,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3008,India,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3009,India,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3010,India,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3011,India,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3012,India,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3013,India,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3014,India,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3015,India,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3016,India,1995,16,334,391,287,216,123,68,32,179,169,80,49,30,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3017,India,1996,47,966,1143,934,666,424,213,79,618,571,281,167,103,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3018,India,1997,50,1257,1351,1056,753,499,245,125,861,799,369,187,102,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3019,India,1998,84,1773,2013,1851,1389,885,419,190,1375,1121,670,349,200,102,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3020,India,1999,327,7058,8856,7900,6172,3864,1982,785,5497,4848,2773,1504,898,436,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3021,India,2000,1588,20963,31090,30829,24230,15308,8534,2250,14495,17287,11768,7516,4594,2697,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3022,India,2001,1063,22483,30007,29649,23961,14879,7779,2125,15973,16743,10103,5633,3353,1526,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3023,India,2002,2551,39923,54719,55829,44532,28199,14960,4200,28573,31946,21378,13233,7636,3814,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3024,India,2003,2411,47251,61758,63587,52865,33739,18018,4745,34511,36317,23320,14055,8322,3985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3025,India,2004,3018,57208,72132,74450,62173,40769,22388,5860,41017,42808,27000,16121,9705,5016,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3026,India,2005,3185,62620,74678,76870,64843,43038,24726,6292,45136,45629,28577,17042,10513,5408,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3027,India,2006,3566,68346,79037,82939,71621,49320,28716,6963,47702,47420,31128,18870,11752,6417,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3028,India,2007,4305,73947,83850,88045,76408,53414,31922,7575,50289,49519,32407,20316,13195,7395,,,,250051,,,,,,,148811,,,,,,,105825,,,,,,,101015,,,,,,,,,,,,,,,,, +3029,India,2008,4648,77121,83798,90498,78815,56928,36079,8319,51485,49887,33664,21486,14407,8357,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3030,India,2009,5001,78177,84003,90830,80097,59163,37419,8576,51945,49747,33754,22032,14929,8944,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3031,India,2010,4871,78278,82757,90440,81210,60766,38442,8544,53415,49425,34035,22719,15527,9735,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3032,India,2011,4649,78096,82762,89706,82921,63625,42443,8336,53958,49227,34698,23977,17182,10731,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3033,India,2012,4697,75502,79594,88111,82356,63814,41322,8260,53975,47511,33378,23267,17300,10502,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3034,India,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3035,Indonesia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3036,Indonesia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3037,Indonesia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3038,Indonesia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3039,Indonesia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3040,Indonesia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3041,Indonesia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3042,Indonesia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3043,Indonesia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3044,Indonesia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3045,Indonesia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3046,Indonesia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3047,Indonesia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3048,Indonesia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3049,Indonesia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3050,Indonesia,1995,6,203,297,306,302,228,109,16,160,244,282,192,90,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3051,Indonesia,1996,28,781,1349,1443,1305,1037,510,54,860,1175,1091,915,586,247,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3052,Indonesia,1997,46,1320,2139,2221,2122,1461,753,65,1305,1671,1751,1365,788,357,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3053,Indonesia,1998,78,2732,3873,4054,3486,2654,1517,108,2674,3412,3130,2335,1610,617,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3054,Indonesia,1999,106,3741,5277,4999,4401,3267,1697,140,3595,12859,3624,2812,1909,745,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3055,Indonesia,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3056,Indonesia,2001,298,5400,7279,6241,5538,4076,1914,354,5213,6040,4849,3537,2381,845,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3057,Indonesia,2002,569,7826,10248,8760,7668,5332,2891,650,7366,8794,6773,4943,3118,1292,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3058,Indonesia,2003,532,9570,12647,10925,9558,6720,3615,608,8734,10127,7889,6085,3907,1649,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3059,Indonesia,2004,697,12546,17137,14881,14772,9669,5197,803,11509,13597,10953,9586,5422,2212,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3060,Indonesia,2005,846,15215,20906,18401,17847,13509,6390,946,13916,16393,13022,10927,7539,2783,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3061,Indonesia,2006,899,16285,22752,20332,20059,15869,7348,985,14377,17628,14421,12376,8786,3203,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3062,Indonesia,2007,849,14835,21297,18606,18283,14176,6762,920,13371,16055,13211,11391,7965,2896,9828,8171,11436,8070,7652,7076,4676,8689,8119,9237,6490,5866,4700,2603,741,924,897,401,318,159,143,732,1387,1256,532,299,172,87,,,,,,,,,,,,,, +3063,Indonesia,2008,871,15339,22325,19224,18545,14907,6831,1015,13987,16292,13513,11899,8485,3143,15518,7891,10913,8421,8313,7871,5275,13794,8097,9290,7148,6493,5170,2656,1204,1065,1009,512,349,229,147,1047,1452,1348,677,349,207,78,,,,,,,,,,,,,, +3064,Indonesia,2009,811,15721,23011,19523,19026,15091,6755,1054,14039,16914,13481,12087,8558,3142,13787,7318,10334,7976,8049,7585,5005,12392,7370,8671,6564,6157,4821,2587,1479,1192,1211,672,410,301,168,1139,1540,1484,793,458,253,115,,,,,,,,,,,,,, +3065,Indonesia,2010,714,16501,24645,21090,20977,17329,7910,816,14800,17838,14629,13142,9524,3451,12831,6941,9711,7406,7688,7244,4794,11585,6542,8002,5854,5617,4603,2429,1268,1220,1245,714,454,323,199,1098,1749,1679,821,507,266,116,,,,,,,,,,,,,, +3066,Indonesia,2011,787,17406,25429,22353,22885,19404,9089,927,15840,18703,15900,14533,10556,3985,12340,6828,9696,7588,7541,7734,5183,11129,6916,7585,6044,5793,4848,2525,1518,1554,1539,825,532,401,247,1258,2063,2007,1061,537,348,164,,,,,,,,,,,,,, +3067,Indonesia,2012,824,17304,25460,23057,23751,20204,9554,879,15875,18484,16146,15215,11321,4245,12073,7233,9736,8059,8240,8125,5417,10883,7092,7898,6127,6055,5072,2856,1408,1700,1742,946,634,512,304,1276,2382,2223,1242,768,357,203,,,,,,,,,,,,,, +3068,Indonesia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13416,26056,37102,32925,33737,30440,15298,12638,25691,28125,23714,22172,16978,7290 +3069,Iran (Islamic Republic of),1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3070,Iran (Islamic Republic of),1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3071,Iran (Islamic Republic of),1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3072,Iran (Islamic Republic of),1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3073,Iran (Islamic Republic of),1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3074,Iran (Islamic Republic of),1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3075,Iran (Islamic Republic of),1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3076,Iran (Islamic Republic of),1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3077,Iran (Islamic Republic of),1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3078,Iran (Islamic Republic of),1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3079,Iran (Islamic Republic of),1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3080,Iran (Islamic Republic of),1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3081,Iran (Islamic Republic of),1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3082,Iran (Islamic Republic of),1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3083,Iran (Islamic Republic of),1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3084,Iran (Islamic Republic of),1995,118,751,754,636,494,737,921,234,1039,890,664,613,685,788,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3085,Iran (Islamic Republic of),1996,63,390,449,431,274,450,577,113,599,412,347,323,452,534,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3086,Iran (Islamic Republic of),1997,54,391,470,420,304,395,608,92,518,393,361,342,341,582,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3087,Iran (Islamic Republic of),1998,35,426,492,400,245,363,579,87,561,403,307,290,431,522,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3088,Iran (Islamic Republic of),1999,27,370,460,383,260,335,591,51,551,360,277,279,396,637,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3089,Iran (Islamic Republic of),2000,29,438,467,387,295,344,642,77,593,410,322,320,407,647,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3090,Iran (Islamic Republic of),2001,37,469,529,371,309,299,649,104,621,401,278,327,442,693,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3091,Iran (Islamic Republic of),2002,29,457,502,375,322,302,668,77,558,332,275,298,439,732,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3092,Iran (Islamic Republic of),2003,32,413,528,396,282,294,673,76,442,282,254,300,440,776,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3093,Iran (Islamic Republic of),2004,16,360,542,357,305,298,640,65,419,301,213,293,378,710,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3094,Iran (Islamic Republic of),2005,16,352,531,338,281,260,630,45,394,205,186,260,382,701,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3095,Iran (Islamic Republic of),2006,12,357,495,365,318,249,686,48,430,236,185,292,336,793,36,84,155,127,101,117,300,43,106,77,94,123,175,328,69,212,237,179,152,95,187,80,250,245,234,195,115,136,,,,,,,,,,,,,, +3096,Iran (Islamic Republic of),2007,10,311,511,330,285,261,680,42,394,236,173,268,387,813,52,67,136,119,118,121,312,51,126,71,67,109,156,325,62,180,219,175,151,110,217,84,270,289,221,222,144,171,,,,,,,,,,,,,, +3097,Iran (Islamic Republic of),2008,11,292,466,330,322,267,706,42,386,254,137,263,367,879,59,90,131,120,103,124,324,50,112,77,62,129,141,343,55,179,243,183,135,121,213,79,292,310,251,218,146,144,,,,,,,,,,,,,, +3098,Iran (Islamic Republic of),2009,15,302,509,305,335,326,753,46,455,276,210,273,396,951,47,92,139,128,100,137,316,71,118,83,86,99,158,352,74,177,227,184,159,128,227,87,245,307,259,251,170,190,,,,,,,,,,,,,, +3099,Iran (Islamic Republic of),2010,18,292,487,354,296,310,760,54,433,288,208,276,398,1014,59,93,134,109,118,123,331,69,125,102,77,106,162,377,79,191,247,231,158,139,241,73,255,354,287,234,186,194,,,,,,,,,,,,,, +3100,Iran (Islamic Republic of),2011,13,289,543,398,315,351,877,37,473,313,184,296,441,1009,61,86,162,124,113,142,331,57,107,97,70,119,149,362,82,204,262,180,196,148,256,95,272,428,304,271,200,178,,,,,,,,,,,,,, +3101,Iran (Islamic Republic of),2012,16,288,601,442,303,317,850,43,434,318,206,252,374,965,90,88,187,141,109,141,352,74,115,113,80,116,200,385,97,182,286,222,174,170,242,81,258,410,323,260,231,169,,,,,,,,,,,,,, +3102,Iran (Islamic Republic of),2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,193,541,1174,892,652,658,1488,227,795,827,553,616,783,1653 +3103,Iraq,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3104,Iraq,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3105,Iraq,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3106,Iraq,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3107,Iraq,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3108,Iraq,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3109,Iraq,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3110,Iraq,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3111,Iraq,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3112,Iraq,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3113,Iraq,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3114,Iraq,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3115,Iraq,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3116,Iraq,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3117,Iraq,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3118,Iraq,1995,1125,862,1409,1085,863,900,271,725,304,1208,915,800,886,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3119,Iraq,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3120,Iraq,1997,416,791,708,541,832,664,208,384,738,665,499,722,641,192,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3121,Iraq,1998,453,879,781,583,913,735,242,426,806,740,542,806,712,232,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3122,Iraq,1999,519,1434,1246,1081,704,632,376,509,1208,978,824,571,527,202,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3123,Iraq,2000,21,627,317,297,205,135,101,37,338,241,136,134,103,87,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3124,Iraq,2001,10,722,737,275,260,200,142,26,362,295,147,171,126,86,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3125,Iraq,2002,47,706,923,308,284,205,158,45,338,288,172,176,129,116,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3126,Iraq,2003,30,659,876,355,293,168,143,43,258,241,154,160,143,34,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3127,Iraq,2004,28,615,770,288,244,183,125,57,334,243,139,162,113,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3128,Iraq,2005,13,424,644,261,245,189,148,44,305,260,151,197,135,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3129,Iraq,2006,14,409,593,278,230,147,107,38,338,264,133,154,111,70,75,165,237,140,141,167,196,122,201,158,127,167,136,147,120,310,321,162,121,69,77,123,281,291,188,142,91,79,,,,,,,,,,,,,, +3130,Iraq,2007,20,319,531,276,223,188,126,34,289,228,154,134,130,74,80,177,249,159,154,183,231,93,195,155,123,187,155,152,120,279,292,178,125,86,91,90,286,270,180,120,101,72,,,,,,,,,,,,,, +3131,Iraq,2008,18,348,525,317,273,224,147,54,377,281,125,175,161,125,110,233,246,154,168,205,325,107,243,201,152,172,210,201,146,286,286,179,114,130,119,161,331,312,206,191,155,102,,,,,,,,,,,,,, +3132,Iraq,2009,33,377,506,340,263,213,196,63,361,294,186,216,158,141,111,216,225,203,170,189,285,125,218,154,167,201,180,222,175,329,315,211,150,120,98,162,317,334,217,215,139,122,,,,,,,,,,,,,, +3133,Iraq,2010,42,370,482,384,276,286,228,73,394,294,198,205,220,166,108,189,204,176,170,215,297,121,201,186,153,210,206,257,191,297,342,210,133,124,134,156,335,328,267,211,174,107,,,,,,,,,,,,,, +3134,Iraq,2011,35,304,395,313,237,223,183,66,368,258,164,159,201,153,117,165,168,146,114,233,269,124,216,156,157,163,213,222,213,294,274,174,145,129,125,172,326,323,245,202,183,152,,,,,,,,,,,,,, +3135,Iraq,2012,27,283,317,263,203,203,180,36,340,225,154,186,174,169,98,154,152,133,147,182,269,113,202,156,123,134,195,257,185,271,288,198,151,142,126,188,390,350,310,269,195,198,,,,,,,,,,,,,, +3136,Iraq,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,321,693,772,675,588,555,612,350,819,781,592,614,577,605 +3137,Ireland,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3138,Ireland,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3139,Ireland,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3140,Ireland,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3141,Ireland,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3142,Ireland,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3143,Ireland,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3144,Ireland,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3145,Ireland,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3146,Ireland,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3147,Ireland,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3148,Ireland,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3149,Ireland,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3150,Ireland,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3151,Ireland,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3152,Ireland,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3153,Ireland,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3154,Ireland,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3155,Ireland,1998,1,11,8,21,8,8,19,0,5,11,1,1,4,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3156,Ireland,1999,0,7,15,10,12,7,19,0,9,9,3,8,3,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3157,Ireland,2000,0,10,7,7,6,4,12,0,13,8,13,6,7,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3158,Ireland,2001,0,6,12,14,8,7,7,0,4,6,3,1,1,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3159,Ireland,2002,0,7,18,13,14,12,6,0,4,3,5,2,0,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3160,Ireland,2003,0,10,11,13,14,7,11,0,4,7,6,4,1,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3161,Ireland,2004,1,4,17,10,12,7,10,0,10,9,2,2,3,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3162,Ireland,2005,1,6,10,21,10,7,6,0,9,10,3,3,0,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3163,Ireland,2006,0,8,18,17,11,16,13,0,11,20,8,4,3,3,8,12,21,14,11,11,26,5,20,19,10,4,4,14,2,4,19,15,7,6,9,3,4,11,6,3,2,8,,,,,,,,,,,,,, +3164,Ireland,2007,0,26,49,32,28,26,26,0,14,28,22,14,2,4,41,32,53,52,14,20,51,39,21,53,28,13,9,35,0,16,46,28,8,14,16,2,14,28,24,6,10,10,,,,,,,,,,,,,, +3165,Ireland,2008,2,9,18,6,21,10,13,0,12,16,8,3,3,2,4,4,15,14,12,13,19,6,8,12,2,3,3,9,0,8,10,15,4,3,2,2,6,13,5,6,2,5,,,,,,,,,,,,,, +3166,Ireland,2009,0,5,19,13,12,10,12,3,5,13,7,1,3,3,4,8,15,11,13,11,14,5,2,13,13,6,7,8,4,9,27,12,10,7,9,1,11,11,11,5,4,4,,,,,,,,,,,,,, +3167,Ireland,2010,0,8,17,4,13,5,13,0,8,8,2,2,2,3,10,8,21,15,7,5,10,1,13,8,7,5,4,13,4,7,20,20,5,3,13,2,9,12,9,4,1,6,,,,,,,,,,,,,, +3168,Ireland,2011,0,7,9,12,12,7,6,0,8,7,7,8,2,1,2,5,21,14,10,4,10,6,3,12,6,7,7,4,0,8,15,9,6,1,7,5,3,15,7,4,2,1,,,,,,,,,,,,,, +3169,Ireland,2012,1,7,9,9,9,12,4,1,5,6,6,4,2,2,3,5,9,12,8,6,9,0,13,9,6,6,5,6,1,3,13,10,3,7,8,2,5,10,6,3,0,3,,,,,,,,,,,,,, +3170,Ireland,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4,19,55,41,38,32,35,5,28,32,34,11,7,13 +3171,Israel,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3172,Israel,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3173,Israel,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3174,Israel,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3175,Israel,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3176,Israel,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3177,Israel,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3178,Israel,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3179,Israel,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3180,Israel,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3181,Israel,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3182,Israel,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3183,Israel,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3184,Israel,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3185,Israel,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3186,Israel,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3187,Israel,1996,1,5,18,21,15,11,33,2,8,4,2,4,5,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3188,Israel,1997,5,9,27,20,17,19,43,2,16,10,18,7,3,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3189,Israel,1998,1,20,29,35,19,16,30,1,9,10,7,9,9,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3190,Israel,1999,3,19,20,28,19,13,36,2,8,15,7,7,5,26,11,11,19,13,13,11,21,15,6,18,5,5,5,24,11,3,7,10,5,7,20,5,5,5,7,11,11,25,,,,,,,,,,,,,, +3191,Israel,2000,0,20,26,23,23,13,38,3,10,16,6,3,3,32,18,6,17,26,14,16,30,19,7,10,12,6,11,21,6,0,8,5,5,2,12,6,3,7,7,7,6,26,,,,,,,,,,,,,, +3192,Israel,2001,2,13,24,24,20,17,36,1,9,15,14,5,2,24,8,12,27,14,16,12,37,11,5,17,13,8,9,31,3,3,6,7,5,6,16,7,0,6,2,2,2,14,,,,,,,,,,,,,, +3193,Israel,2002,4,10,24,13,17,13,25,3,21,18,13,5,6,20,9,4,17,10,6,12,32,8,11,16,4,9,6,17,2,5,3,3,3,5,19,4,7,6,6,8,6,22,,,,,,,,,,,,,, +3194,Israel,2003,2,9,14,30,12,10,33,2,17,16,18,7,5,14,10,4,19,12,7,7,25,4,3,20,14,7,9,28,0,3,7,12,3,5,13,6,3,7,8,8,7,17,,,,,,,,,,,,,, +3195,Israel,2004,1,5,14,21,17,8,26,1,7,12,12,8,3,16,11,7,17,13,15,14,32,8,4,18,8,19,9,22,0,5,5,6,7,2,9,4,3,11,9,7,6,21,,,,,,,,,,,,,, +3196,Israel,2005,1,4,15,18,15,5,26,0,6,14,7,7,5,19,11,3,11,15,12,16,24,10,6,16,8,4,9,23,5,0,2,4,4,2,8,2,1,4,3,6,4,10,,,,,,,,,,,,,, +3197,Israel,2006,1,4,19,17,6,9,11,0,3,10,7,5,2,14,17,4,15,19,17,6,29,10,7,14,7,7,4,22,1,0,3,2,2,2,4,1,5,2,5,5,6,11,,,,,,,,,,,,,, +3198,Israel,2007,1,7,16,22,11,8,17,1,2,17,3,6,3,12,13,10,20,19,14,15,31,10,7,23,16,10,7,22,1,1,5,5,4,2,6,1,4,3,2,4,3,5,,,,,,,,,,,,,, +3199,Israel,2008,0,13,12,12,7,6,10,1,5,5,7,6,0,11,3,10,26,13,13,9,21,5,2,10,8,5,5,17,2,2,12,4,2,3,16,3,1,11,2,5,3,10,,,,,,,,,,,,,, +3200,Israel,2009,2,7,21,13,10,1,15,0,4,13,10,9,2,12,3,12,15,13,16,9,18,3,4,5,9,3,5,15,0,3,12,6,4,8,12,2,5,14,6,6,4,7,,,,,,,,,,,,,, +3201,Israel,2010,1,13,28,12,8,4,6,0,1,8,10,2,0,10,9,18,33,17,5,14,13,6,4,7,9,6,3,17,3,8,16,3,2,2,10,0,3,7,6,4,4,6,,,,,,,,,,,,,, +3202,Israel,2011,0,29,30,11,5,9,9,0,10,10,7,4,4,7,6,39,54,15,13,11,17,11,5,14,4,4,7,7,2,14,13,8,3,1,1,1,1,7,6,1,2,6,,,,,,,,,,,,,, +3203,Israel,2012,0,9,33,20,3,6,13,0,4,20,11,4,2,17,9,40,70,27,16,11,16,8,11,22,7,4,1,12,0,11,30,8,3,2,5,2,5,9,6,5,6,10,,,,,,,,,,,,,, +3204,Israel,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8,34,81,34,14,14,24,7,15,30,17,6,6,18 +3205,Italy,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3206,Italy,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3207,Italy,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3208,Italy,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3209,Italy,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3210,Italy,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3211,Italy,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3212,Italy,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3213,Italy,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3214,Italy,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3215,Italy,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3216,Italy,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3217,Italy,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3218,Italy,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3219,Italy,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3220,Italy,1995,9,59,202,157,94,124,289,7,52,93,57,40,51,168,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3221,Italy,1996,12,72,196,168,125,155,319,2,53,116,60,33,56,172,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3222,Italy,1997,14,93,228,244,168,187,381,5,74,129,90,48,68,201,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3223,Italy,1998,15,128,327,248,189,226,429,10,105,150,110,58,75,283,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3224,Italy,1999,7,78,155,137,114,104,247,8,49,63,63,35,32,141,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3225,Italy,2000,12,63,96,75,58,54,112,6,38,58,33,13,19,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3226,Italy,2001,4,43,130,98,63,50,99,4,37,77,46,24,14,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3227,Italy,2002,6,51,139,127,74,68,134,6,51,94,55,18,28,85,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3228,Italy,2003,19,79,219,168,80,61,146,6,63,121,77,24,13,91,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3229,Italy,2004,34,52,130,115,64,43,123,16,48,73,39,21,19,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3230,Italy,2005,8,93,191,137,101,61,115,3,80,145,56,25,19,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3231,Italy,2006,7,113,201,197,105,75,152,9,88,165,82,48,16,88,40,90,142,132,107,91,254,44,70,120,97,52,43,151,22,71,171,162,58,66,146,35,52,112,81,57,46,200,,,,,,,,,,,,,, +3232,Italy,2007,3,75,170,113,87,48,106,7,74,94,58,31,19,76,25,38,117,103,90,75,189,28,45,95,69,50,32,123,12,47,108,110,62,34,121,14,43,92,77,47,35,123,,,,,,,,,,,,,, +3233,Italy,2008,13,78,148,137,72,42,104,10,65,106,56,24,21,56,69,102,176,165,95,91,197,77,73,141,95,70,55,160,23,70,119,99,59,45,117,19,44,90,61,31,23,97,,,,,,,,,,,,,, +3234,Italy,2009,4,89,168,108,75,34,83,3,68,93,46,31,16,62,38,50,99,61,72,40,124,43,52,82,57,29,20,87,26,52,109,81,44,29,89,15,29,83,48,48,26,107,,,,,,,,,,,,,, +3235,Italy,2010,15,87,161,133,87,42,89,11,80,94,66,29,21,48,49,66,109,81,63,40,96,60,46,94,75,32,25,70,18,46,115,106,44,31,78,32,52,92,68,43,23,105,,,,,,,,,,,,,, +3236,Italy,2011,0,51,88,81,52,24,59,5,41,73,37,18,14,43,52,53,74,82,49,49,85,40,45,67,57,32,25,71,9,27,77,67,40,34,73,15,33,72,53,39,22,79,,,,,,,,,,,,,, +3237,Italy,2012,1,43,90,83,46,13,52,1,27,62,39,14,12,38,28,34,51,31,33,31,61,36,15,40,49,32,12,56,11,27,86,70,31,33,56,12,24,67,55,26,18,65,,,,,,,,,,,,,, +3238,Italy,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,63,149,335,258,170,144,244,61,159,217,178,126,81,249 +3239,Jamaica,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3240,Jamaica,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3241,Jamaica,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3242,Jamaica,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3243,Jamaica,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3244,Jamaica,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3245,Jamaica,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3246,Jamaica,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3247,Jamaica,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3248,Jamaica,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3249,Jamaica,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3250,Jamaica,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3251,Jamaica,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3252,Jamaica,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3253,Jamaica,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3254,Jamaica,1995,2,9,14,9,11,8,9,2,7,6,5,5,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3255,Jamaica,1996,1,9,10,12,12,8,3,1,5,3,5,2,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3256,Jamaica,1997,1,2,9,16,12,8,1,0,5,6,4,3,1,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3257,Jamaica,1998,0,3,19,9,10,7,7,1,8,3,8,1,4,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3258,Jamaica,1999,2,10,16,6,6,15,6,2,5,9,3,4,5,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3259,Jamaica,2000,0,6,13,13,15,6,5,1,8,8,7,2,5,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3260,Jamaica,2001,3,10,9,21,5,1,1,2,2,7,6,3,2,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3261,Jamaica,2002,0,9,11,8,7,7,4,1,3,3,3,1,3,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3262,Jamaica,2003,1,11,9,14,12,4,6,2,7,8,2,3,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3263,Jamaica,2004,0,9,7,4,13,8,10,0,4,6,4,1,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3264,Jamaica,2005,0,4,6,6,10,6,7,0,1,5,4,0,1,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3265,Jamaica,2006,0,9,10,9,6,6,9,0,2,5,3,1,0,1,0,2,0,2,3,2,1,1,1,2,2,3,0,0,4,2,1,2,1,2,0,0,0,1,0,0,0,0,,,,,,,,,,,,,, +3266,Jamaica,2007,,12,10,7,17,7,3,2,5,2,6,2,2,3,,0,3,2,2,0,0,,0,2,0,2,0,1,,0,0,1,1,0,0,,0,1,1,0,0,0,,,,,,,,,,,,,, +3267,Jamaica,2008,3,2,10,10,11,11,5,1,8,3,3,1,1,6,2,2,2,1,3,3,3,3,1,0,0,1,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +3268,Jamaica,2009,1,5,8,10,7,4,5,7,7,8,7,4,3,1,2,4,2,8,4,8,4,0,3,6,3,0,2,2,0,0,1,0,1,1,0,0,0,1,0,1,0,0,,,,,,,,,,,,,, +3269,Jamaica,2010,1,7,15,15,8,6,7,0,5,4,5,1,0,2,11,0,5,3,5,5,7,3,1,2,1,1,0,2,0,0,1,1,0,0,0,2,0,1,0,0,1,0,,,,,,,,,,,,,, +3270,Jamaica,2011,0,2,6,3,4,4,3,1,3,4,0,3,1,1,6,1,0,5,2,5,6,5,1,1,0,3,1,0,0,2,0,0,0,0,0,0,1,2,0,0,1,1,,,,,,,,,,,,,, +3271,Jamaica,2012,1,10,8,3,5,5,1,1,1,5,4,2,0,0,3,0,3,1,3,4,4,6,2,6,0,1,0,0,0,0,2,0,4,0,0,0,0,1,1,0,0,1,,,,,,,,,,,,,, +3272,Jamaica,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4,12,18,11,11,6,1,6,6,4,6,7,1,2 +3273,Japan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3274,Japan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3275,Japan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3276,Japan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3277,Japan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3278,Japan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3279,Japan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3280,Japan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3281,Japan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3282,Japan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3283,Japan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3284,Japan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3285,Japan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3286,Japan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3287,Japan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3288,Japan,1995,15,342,627,995,1847,2059,4089,14,258,476,298,476,637,2234,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3289,Japan,1996,16,309,621,843,1756,1878,3639,7,224,409,262,364,565,1974,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3290,Japan,1997,8,304,625,798,1793,1908,4055,11,248,455,237,405,547,2177,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3291,Japan,1998,2,306,597,724,1571,1660,3545,6,243,418,233,329,417,1884,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3292,Japan,1999,6,290,623,706,1605,1768,4117,7,236,459,253,292,419,2128,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3293,Japan,2000,2,246,572,676,1494,1509,3816,5,222,464,213,292,384,1958,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3294,Japan,2001,3,220,576,632,1319,1513,3840,5,175,437,228,250,330,1880,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3295,Japan,2002,2,191,549,579,1192,1334,3747,3,192,395,259,248,308,1808,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3296,Japan,2003,1,210,521,550,1063,1388,3731,2,203,395,246,254,313,1966,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3297,Japan,2004,2,193,462,599,934,1363,3759,6,182,364,230,222,294,1861,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3298,Japan,2005,9,197,488,605,868,1418,3867,5,187,428,249,224,309,2077,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3299,Japan,2006,3,175,436,529,743,1388,3728,5,179,361,280,213,256,1863,23,271,631,556,643,991,2720,24,284,566,379,229,329,1452,15,79,173,220,208,397,1775,12,79,179,148,147,272,1499,,,,,,,,,,,,,, +3300,Japan,2007,1,142,372,512,668,1174,3678,3,134,318,231,156,212,1832,28,271,591,536,549,1000,2748,35,278,554,367,256,359,1479,12,84,196,211,191,351,1740,13,62,158,168,127,271,1558,,,,,,,,,,,,,, +3301,Japan,2008,2,117,339,456,599,1063,3482,1,115,293,230,173,253,1872,27,269,609,535,532,922,2688,27,280,528,398,261,283,1497,21,62,147,199,185,350,1752,14,51,157,158,136,287,1554,,,,,,,,,,,,,, +3302,Japan,2009,1,134,328,410,580,946,3406,3,105,287,254,169,221,2009,14,266,533,511,506,879,2668,24,250,498,396,253,294,1499,12,58,161,182,152,316,1727,13,51,142,148,155,283,1575,,,,,,,,,,,,,, +3303,Japan,2010,1,128,252,382,469,911,3326,6,89,232,194,155,183,1909,23,291,533,522,501,849,2742,31,250,421,391,244,304,1528,15,65,131,164,155,309,1594,9,52,134,131,117,238,1518,,,,,,,,,,,,,, +3304,Japan,2011,0,96,215,367,465,812,3256,5,94,213,203,148,223,1840,18,240,436,501,479,748,2651,35,227,435,353,270,307,1531,17,54,112,171,169,268,1734,5,43,121,162,132,248,1590,,,,,,,,,,,,,, +3305,Japan,2012,2,94,209,309,415,741,3230,2,79,180,169,111,175,1947,23,212,389,471,427,656,2527,17,197,366,325,228,276,1561,8,60,98,169,146,279,1598,8,50,119,131,115,244,1584,,,,,,,,,,,,,, +3306,Japan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,31,388,674,849,974,1613,7975,35,313,627,618,510,636,5252 +3307,Jordan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3308,Jordan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3309,Jordan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3310,Jordan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3311,Jordan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3312,Jordan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3313,Jordan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3314,Jordan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3315,Jordan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3316,Jordan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3317,Jordan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3318,Jordan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3319,Jordan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3320,Jordan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3321,Jordan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3322,Jordan,1995,0,19,37,17,20,26,11,1,15,4,10,14,12,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3323,Jordan,1996,2,22,30,17,13,21,9,1,8,11,8,16,8,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3324,Jordan,1997,5,14,18,11,10,19,22,3,8,6,4,4,5,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3325,Jordan,1998,0,22,26,7,12,10,6,0,7,6,3,3,7,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3326,Jordan,1999,0,16,19,16,10,8,2,0,8,7,2,2,7,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3327,Jordan,2000,0,8,16,13,9,14,2,0,8,9,1,2,2,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3328,Jordan,2001,2,7,22,10,10,8,7,0,8,6,1,0,9,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3329,Jordan,2002,0,8,9,11,12,11,5,0,9,4,3,2,12,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3330,Jordan,2003,0,19,20,17,8,13,0,1,6,7,2,3,12,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3331,Jordan,2004,0,8,12,14,6,17,0,0,10,4,3,5,12,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3332,Jordan,2005,0,8,17,9,4,6,5,1,6,6,6,5,8,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3333,Jordan,2006,0,9,23,16,7,4,10,0,8,11,3,5,2,6,13,3,5,4,6,3,6,8,6,3,3,3,2,5,22,11,13,7,4,1,10,9,26,22,20,13,14,9,,,,,,,,,,,,,, +3334,Jordan,2007,0,7,20,14,9,7,5,0,9,12,6,1,12,7,2,9,8,6,0,4,4,5,6,9,6,5,3,3,17,6,19,10,3,8,4,9,20,21,7,12,11,7,,,,,,,,,,,,,, +3335,Jordan,2008,0,13,10,3,5,13,5,0,20,15,6,4,7,3,6,4,8,5,3,7,3,4,8,10,3,1,4,2,16,10,12,8,8,5,7,10,25,17,18,7,12,10,,,,,,,,,,,,,, +3336,Jordan,2009,1,5,15,14,10,7,6,0,7,14,8,3,7,12,1,1,11,3,2,7,4,6,5,10,6,1,3,4,19,18,13,7,6,5,5,13,24,30,11,15,7,17,,,,,,,,,,,,,, +3337,Jordan,2010,2,5,14,10,12,12,6,3,14,24,4,3,5,3,3,4,3,5,3,2,5,11,3,10,6,4,4,6,15,7,6,8,3,4,2,17,18,23,20,12,7,8,,,,,,,,,,,,,, +3338,Jordan,2011,0,9,10,13,8,13,5,0,8,11,8,4,8,6,3,3,9,9,3,7,8,3,11,9,3,2,4,7,15,10,5,3,5,2,5,30,16,11,11,2,9,4,,,,,,,,,,,,,, +3339,Jordan,2012,0,8,12,8,5,7,7,1,9,12,7,1,3,5,2,6,10,5,2,5,6,3,9,7,7,4,4,3,16,6,11,9,6,5,2,13,21,26,23,14,11,9,,,,,,,,,,,,,, +3340,Jordan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12,19,39,37,19,10,21,8,43,49,30,19,11,9 +3341,Kazakhstan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3342,Kazakhstan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3343,Kazakhstan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3344,Kazakhstan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3345,Kazakhstan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3346,Kazakhstan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3347,Kazakhstan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3348,Kazakhstan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3349,Kazakhstan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3350,Kazakhstan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3351,Kazakhstan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3352,Kazakhstan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3353,Kazakhstan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3354,Kazakhstan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3355,Kazakhstan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3356,Kazakhstan,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3357,Kazakhstan,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3358,Kazakhstan,1997,22,68,827,725,475,485,211,47,78,673,423,141,142,115,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3359,Kazakhstan,1998,34,795,1009,817,628,515,78,62,625,713,457,204,174,69,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3360,Kazakhstan,1999,34,778,1217,1026,560,368,165,60,822,872,452,226,171,136,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3361,Kazakhstan,2000,36,1057,1409,1379,923,439,218,84,999,1079,599,275,202,204,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3362,Kazakhstan,2001,38,1038,1477,1485,1011,429,211,88,1040,1062,570,263,194,173,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3363,Kazakhstan,2002,33,1067,1565,1490,1042,435,212,68,1035,1086,669,348,194,208,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3364,Kazakhstan,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3365,Kazakhstan,2004,24,989,1291,1183,899,336,196,62,844,912,517,307,178,189,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3366,Kazakhstan,2005,31,917,1142,983,795,274,175,46,751,767,436,286,121,187,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3367,Kazakhstan,2006,11,888,981,848,744,287,169,30,741,636,370,234,116,150,1025,1717,1608,1250,988,445,237,1080,1800,1644,914,551,193,134,1515,638,332,248,180,89,80,1495,580,396,281,185,93,85,,,,,,,,,,,,,, +3368,Kazakhstan,2007,14,881,976,859,714,279,150,38,782,605,367,249,124,157,669,1690,1579,1096,855,423,209,678,1773,1477,816,487,184,119,483,499,290,187,137,49,51,2,410,272,207,132,53,51,,,,,,,,,,,,,, +3369,Kazakhstan,2008,14,897,968,811,752,306,160,44,710,659,320,230,137,185,120,1759,1440,1049,803,418,187,203,1854,1360,792,454,171,127,329,392,301,185,130,61,40,271,347,260,207,112,53,66,,,,,,,,,,,,,, +3370,Kazakhstan,2009,6,765,812,676,573,252,116,37,662,519,337,200,122,135,133,1588,1249,800,738,329,145,171,1629,1251,672,375,145,93,261,332,244,147,117,58,37,210,262,270,142,97,63,40,,,,,,,,,,,,,, +3371,Kazakhstan,2010,15,675,754,595,511,251,127,33,566,520,263,205,122,132,93,1430,1122,774,636,364,135,162,1424,1235,583,384,167,82,236,317,213,140,97,61,36,194,255,221,147,111,58,41,,,,,,,,,,,,,, +3372,Kazakhstan,2011,6,602,716,516,515,235,91,15,439,495,260,190,109,117,95,1281,1126,775,569,323,118,139,1355,1143,583,353,144,90,191,271,223,134,113,71,40,176,200,216,145,89,76,51,,,,,,,,,,,,,, +3373,Kazakhstan,2012,9,508,586,514,479,233,98,16,415,411,241,177,97,100,92,1164,1009,798,590,355,118,151,1199,1109,514,330,138,109,158,208,244,139,114,70,33,150,197,194,121,91,75,50,,,,,,,,,,,,,, +3374,Kazakhstan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,235,1991,2957,2604,2104,1337,611,276,1712,2005,1154,798,580,594 +3375,Kenya,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3376,Kenya,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3377,Kenya,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3378,Kenya,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3379,Kenya,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3380,Kenya,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3381,Kenya,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3382,Kenya,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3383,Kenya,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3384,Kenya,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3385,Kenya,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3386,Kenya,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3387,Kenya,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3388,Kenya,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3389,Kenya,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3390,Kenya,1995,154,2072,3073,1675,920,485,296,187,1802,1759,741,411,242,117,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3391,Kenya,1996,151,2492,3820,2097,993,498,311,252,2290,2327,926,462,245,114,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3392,Kenya,1997,53,2881,4374,2333,1100,482,284,242,2573,2604,1086,499,242,103,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3393,Kenya,1998,210,3372,5477,2983,1378,626,382,318,3315,3469,1378,656,324,141,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3394,Kenya,1999,237,3835,6078,3349,1545,645,405,373,3850,3997,1596,760,348,179,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3395,Kenya,2000,264,3739,6653,3548,1630,630,414,416,3916,4363,1874,831,347,148,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3396,Kenya,2001,299,4083,7070,3903,1771,723,443,464,4116,4822,2063,935,394,221,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3397,Kenya,2002,299,4445,7708,4306,2023,807,433,392,4542,5465,2267,996,445,190,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3398,Kenya,2003,341,4918,8515,4560,2167,928,567,487,5003,6023,2618,1171,551,309,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3399,Kenya,2004,391,5388,9016,5142,2404,973,576,519,5458,6326,2850,1236,558,312,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3400,Kenya,2005,359,4790,8832,5069,2521,1031,590,577,5144,6521,2781,1266,593,315,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3401,Kenya,2006,387,4708,8229,4975,2467,1037,645,583,4953,6052,2792,1343,604,379,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3402,Kenya,2007,474,4752,8132,4959,2361,1084,601,599,4594,5979,2774,1180,542,329,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3403,Kenya,2008,451,4709,8128,4924,2302,1025,583,586,4355,5475,2431,1065,481,296,1490,2154,3927,3516,2117,1104,902,1423,2406,4188,2778,1537,826,647,1076,1040,1839,1416,794,418,257,946,1118,1806,1090,567,301,203,,,,,,,,,,,,,, +3404,Kenya,2009,470,4667,8081,5067,2565,1030,659,662,4306,5387,2512,1104,540,352,1255,2363,4789,4109,2404,1274,1130,1272,2533,4921,3303,1550,977,707,1638,1366,2366,2006,1110,508,407,1346,1412,2394,1491,730,361,303,,,,,,,,,,,,,, +3405,Kenya,2010,357,4698,7945,5077,2509,994,658,549,4044,5112,2372,1056,544,345,1038,2189,4427,4131,2491,1363,1291,1044,2410,4640,3156,1767,1047,848,1485,1341,2383,1975,1101,536,511,1248,1375,2368,1567,743,396,353,,,,,,,,,,,,,, +3406,Kenya,2011,356,4773,8376,5201,2660,1045,665,629,4183,4917,2434,1025,477,344,1000,2279,4279,3957,2453,1296,1220,1008,2309,4162,2979,1641,996,815,1498,1375,2317,2007,1140,571,471,1297,1339,2193,1450,689,387,335,,,,,,,,,,,,,, +3407,Kenya,2012,393,4893,8149,5302,2493,1099,669,603,4097,4975,2363,993,529,379,942,2079,4012,3699,2235,1317,1279,965,2149,3841,2753,1584,882,841,1315,1272,2159,1779,1036,539,458,1150,1227,2091,1394,731,415,368,,,,,,,,,,,,,, +3408,Kenya,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2209,7614,13059,10306,5571,2776,2387,2174,6425,9717,6052,3002,1641,1402 +3409,Kiribati,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3410,Kiribati,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3411,Kiribati,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3412,Kiribati,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3413,Kiribati,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3414,Kiribati,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3415,Kiribati,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3416,Kiribati,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3417,Kiribati,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3418,Kiribati,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3419,Kiribati,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3420,Kiribati,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3421,Kiribati,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3422,Kiribati,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3423,Kiribati,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3424,Kiribati,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3425,Kiribati,1996,0,4,1,2,2,2,2,2,3,3,4,2,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3426,Kiribati,1997,1,2,0,0,5,1,1,2,0,0,2,0,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3427,Kiribati,1998,1,6,10,2,3,2,1,2,7,5,3,5,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3428,Kiribati,1999,2,6,4,2,4,4,3,1,9,9,6,2,3,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3429,Kiribati,2000,2,9,3,3,3,8,2,2,5,6,3,4,1,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3430,Kiribati,2001,4,10,7,3,3,5,3,4,7,7,3,3,4,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3431,Kiribati,2002,5,11,1,7,7,7,,5,15,8,8,3,4,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3432,Kiribati,2003,5,13,5,9,6,6,0,5,20,4,12,7,3,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3433,Kiribati,2004,8,17,10,12,10,9,3,7,31,9,12,7,6,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3434,Kiribati,2005,3,15,15,12,17,4,1,5,22,12,7,7,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3435,Kiribati,2006,3,18,18,16,18,3,7,5,15,5,5,1,8,3,11,10,6,9,11,7,9,20,10,5,2,1,2,1,29,17,5,8,2,4,2,25,9,7,6,3,2,2,,,,,,,,,,,,,, +3436,Kiribati,2007,2,15,7,10,6,10,3,8,13,6,8,9,4,2,12,12,2,8,4,2,4,16,4,3,5,3,3,0,31,24,4,4,2,6,2,36,15,5,11,1,3,3,,,,,,,,,,,,,, +3437,Kiribati,2008,2,30,9,15,10,2,5,4,33,9,12,9,3,4,9,7,4,6,9,4,2,12,8,6,1,1,1,1,15,14,16,8,8,2,2,10,8,3,6,12,1,2,,,,,,,,,,,,,, +3438,Kiribati,2009,6,22,13,12,8,6,6,10,19,12,9,14,5,3,8,9,2,5,4,4,1,10,8,2,6,5,3,3,11,6,3,5,5,1,2,11,6,4,1,3,1,0,,,,,,,,,,,,,, +3439,Kiribati,2010,3,27,13,10,9,6,2,5,15,7,4,8,5,4,8,17,10,7,4,8,0,12,9,3,3,4,4,2,8,10,6,8,5,1,1,14,9,2,3,2,1,1,,,,,,,,,,,,,, +3440,Kiribati,2011,4,17,9,3,10,9,3,6,26,12,9,16,12,4,22,15,2,7,6,3,3,21,11,7,4,1,4,3,21,6,1,4,5,2,3,16,12,5,7,3,2,0,,,,,,,,,,,,,, +3441,Kiribati,2012,4,19,12,16,17,11,5,4,15,11,10,7,2,1,23,18,9,8,8,3,2,18,19,4,4,1,3,2,15,5,7,3,6,5,2,10,9,2,3,0,2,4,,,,,,,,,,,,,, +3442,Kiribati,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,49,41,41,30,27,17,14,46,36,32,35,19,15,8 +3443,Kuwait,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3444,Kuwait,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3445,Kuwait,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3446,Kuwait,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3447,Kuwait,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3448,Kuwait,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3449,Kuwait,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3450,Kuwait,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3451,Kuwait,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3452,Kuwait,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3453,Kuwait,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3454,Kuwait,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3455,Kuwait,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3456,Kuwait,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3457,Kuwait,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3458,Kuwait,1995,0,15,51,32,17,9,0,0,8,24,9,4,4,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3459,Kuwait,1996,0,11,45,16,30,4,1,1,12,17,8,3,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3460,Kuwait,1997,1,23,38,37,22,6,7,1,17,26,11,7,1,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3461,Kuwait,1998,0,14,42,42,20,11,5,0,13,14,9,5,5,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3462,Kuwait,1999,0,18,49,26,11,10,4,2,9,23,5,6,4,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3463,Kuwait,2000,0,10,44,32,21,11,5,1,11,24,12,5,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3464,Kuwait,2001,0,13,37,29,19,1,6,1,13,30,14,4,5,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3465,Kuwait,2002,0,14,47,32,26,9,3,0,15,37,11,7,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3466,Kuwait,2003,1,14,39,33,26,11,5,1,16,31,18,2,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3467,Kuwait,2004,0,20,63,38,22,9,7,0,14,44,12,7,5,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3468,Kuwait,2005,0,12,45,29,26,8,3,0,13,31,11,3,1,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3469,Kuwait,2006,1,19,72,40,37,14,3,0,17,41,23,5,6,6,1,8,28,6,3,0,7,5,7,6,4,1,0,0,3,22,69,45,13,5,2,8,22,44,28,18,3,2,,,,,,,,,,,,,, +3470,Kuwait,2007,1,16,69,25,29,8,5,0,26,53,18,13,7,4,2,7,29,17,4,3,1,4,4,12,8,1,1,1,1,24,62,48,17,6,2,7,16,38,39,14,2,1,,,,,,,,,,,,,, +3471,Kuwait,2008,0,18,90,56,34,11,9,2,33,47,27,7,5,6,3,4,36,31,18,6,3,6,13,21,9,3,2,3,6,24,75,58,16,9,3,4,27,73,44,12,7,5,,,,,,,,,,,,,, +3472,Kuwait,2009,0,26,72,67,36,12,8,1,39,86,18,10,4,7,2,5,41,17,15,8,3,5,9,31,10,5,3,1,4,18,81,33,20,8,3,7,39,80,55,24,12,7,,,,,,,,,,,,,, +3473,Kuwait,2010,1,16,67,50,48,10,11,4,41,78,30,10,11,8,3,10,33,26,15,6,5,4,11,32,11,5,1,1,4,25,65,40,21,9,8,7,32,92,64,25,9,6,,,,,,,,,,,,,, +3474,Kuwait,2011,0,13,41,36,35,11,5,0,23,30,15,9,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3475,Kuwait,2012,0,14,59,49,35,15,3,3,40,73,15,12,6,4,1,6,35,18,16,6,4,3,8,26,11,3,3,0,11,20,38,28,18,8,1,6,13,69,31,18,5,3,,,,,,,,,,,,,, +3476,Kuwait,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8,32,97,96,64,30,18,11,70,164,65,24,16,9 +3477,Kyrgyzstan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3478,Kyrgyzstan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3479,Kyrgyzstan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3480,Kyrgyzstan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3481,Kyrgyzstan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3482,Kyrgyzstan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3483,Kyrgyzstan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3484,Kyrgyzstan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3485,Kyrgyzstan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3486,Kyrgyzstan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3487,Kyrgyzstan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3488,Kyrgyzstan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3489,Kyrgyzstan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3490,Kyrgyzstan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3491,Kyrgyzstan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3492,Kyrgyzstan,1995,3,109,171,165,65,38,30,1,70,94,34,18,15,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3493,Kyrgyzstan,1996,4,148,210,156,86,38,40,8,90,93,55,18,26,31,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3494,Kyrgyzstan,1997,1,212,381,349,143,90,38,4,115,133,64,22,29,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3495,Kyrgyzstan,1998,4,105,176,141,75,43,21,3,68,89,54,20,22,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3496,Kyrgyzstan,1999,5,216,388,244,142,73,49,8,137,199,75,40,31,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3497,Kyrgyzstan,2000,4,128,227,205,115,52,46,6,128,146,100,41,30,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3498,Kyrgyzstan,2001,0,176,287,217,159,54,44,0,133,183,105,45,30,48,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3499,Kyrgyzstan,2002,0,202,268,233,137,61,45,0,153,179,116,44,39,67,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3500,Kyrgyzstan,2003,0,189,298,241,145,63,70,0,178,227,109,61,29,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3501,Kyrgyzstan,2004,3,221,277,265,164,58,69,11,196,228,104,59,34,72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3502,Kyrgyzstan,2005,1,247,303,269,194,66,84,15,215,236,141,70,33,98,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3503,Kyrgyzstan,2006,3,245,298,245,179,75,75,13,228,203,107,75,32,65,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3504,Kyrgyzstan,2007,3,243,274,186,186,62,63,11,216,213,114,67,47,61,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3505,Kyrgyzstan,2008,1,261,275,190,155,70,53,13,209,217,104,61,41,62,54,298,239,193,186,99,101,78,242,226,118,98,49,55,251,296,144,76,73,32,12,233,177,118,67,46,22,38,,,,,,,,,,,,,, +3506,Kyrgyzstan,2009,7,251,252,185,168,54,41,14,214,186,97,60,29,51,51,339,255,210,204,120,99,72,319,258,127,101,56,56,222,294,142,97,64,25,30,175,202,117,67,60,33,30,,,,,,,,,,,,,, +3507,Kyrgyzstan,2010,5,261,260,188,141,64,48,5,223,199,98,71,40,42,39,283,249,189,199,120,92,57,264,232,107,86,59,52,239,261,146,68,61,31,26,186,217,153,107,69,40,31,,,,,,,,,,,,,, +3508,Kyrgyzstan,2011,6,225,204,179,168,77,41,13,200,191,84,60,50,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3509,Kyrgyzstan,2012,4,210,255,207,184,86,30,8,195,173,108,55,42,37,56,364,311,267,220,166,85,55,280,259,109,118,94,64,285,321,163,91,62,42,23,232,197,141,94,79,39,40,,,,,,,,,,,,,, +3510,Kyrgyzstan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,301,836,737,488,470,317,170,293,705,604,332,232,199,175 +3511,Lao People's Democratic Republic,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3512,Lao People's Democratic Republic,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3513,Lao People's Democratic Republic,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3514,Lao People's Democratic Republic,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3515,Lao People's Democratic Republic,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3516,Lao People's Democratic Republic,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3517,Lao People's Democratic Republic,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3518,Lao People's Democratic Republic,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3519,Lao People's Democratic Republic,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3520,Lao People's Democratic Republic,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3521,Lao People's Democratic Republic,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3522,Lao People's Democratic Republic,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3523,Lao People's Democratic Republic,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3524,Lao People's Democratic Republic,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3525,Lao People's Democratic Republic,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3526,Lao People's Democratic Republic,1995,6,56,71,68,78,90,55,3,49,49,69,54,52,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3527,Lao People's Democratic Republic,1996,1,42,80,97,131,127,84,4,31,62,80,64,59,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3528,Lao People's Democratic Republic,1997,2,61,91,151,158,156,124,2,60,83,102,102,88,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3529,Lao People's Democratic Republic,1998,4,77,152,150,177,211,152,6,59,121,122,108,90,65,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3530,Lao People's Democratic Republic,1999,5,91,175,183,213,193,191,9,60,115,142,141,98,90,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3531,Lao People's Democratic Republic,2000,7,92,128,166,201,177,176,10,59,95,131,122,91,71,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3532,Lao People's Democratic Republic,2001,10,81,137,176,219,186,164,6,51,99,121,138,104,71,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3533,Lao People's Democratic Republic,2002,4,86,159,220,223,227,185,2,72,141,151,152,117,90,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3534,Lao People's Democratic Republic,2003,6,91,180,239,226,207,196,7,77,107,162,156,114,98,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3535,Lao People's Democratic Republic,2004,14,120,181,231,318,259,268,12,72,137,157,172,164,121,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3536,Lao People's Democratic Republic,2005,13,136,223,296,373,300,352,7,101,186,205,244,192,178,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3537,Lao People's Democratic Republic,2006,12,145,245,340,406,345,354,13,109,196,221,228,222,205,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3538,Lao People's Democratic Republic,2007,11,150,258,307,418,361,350,7,126,175,215,293,206,207,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3539,Lao People's Democratic Republic,2008,6,159,262,329,380,409,373,10,101,165,209,264,220,192,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3540,Lao People's Democratic Republic,2009,11,159,235,325,382,366,351,6,119,186,205,265,217,207,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3541,Lao People's Democratic Republic,2010,8,157,254,287,416,385,380,13,133,152,215,269,225,225,9,20,34,43,34,49,41,7,18,39,25,19,18,31,16,24,46,29,30,23,22,7,13,19,30,20,12,22,,,,,,,,,,,,,, +3542,Lao People's Democratic Republic,2011,8,145,275,323,474,416,375,14,141,204,208,267,215,206,5,20,47,46,59,61,68,4,23,45,33,33,27,45,14,28,42,32,34,32,24,7,19,39,24,25,10,19,,,,,,,,,,,,,, +3543,Lao People's Democratic Republic,2012,10,144,236,326,424,381,365,11,119,197,192,246,210,201,7,14,59,49,43,48,70,14,14,47,24,27,29,27,13,26,45,32,27,23,26,12,25,39,30,19,15,19,,,,,,,,,,,,,, +3544,Lao People's Democratic Republic,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,35,189,358,360,534,523,456,37,152,243,246,307,258,239 +3545,Latvia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3546,Latvia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3547,Latvia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3548,Latvia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3549,Latvia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3550,Latvia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3551,Latvia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3552,Latvia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3553,Latvia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3554,Latvia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3555,Latvia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3556,Latvia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3557,Latvia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3558,Latvia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3559,Latvia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3560,Latvia,1995,0,20,44,71,70,40,30,0,22,49,55,47,27,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3561,Latvia,1996,0,28,69,130,89,67,42,0,32,39,31,22,10,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3562,Latvia,1997,0,47,109,145,106,61,29,1,27,22,37,20,16,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3563,Latvia,1998,0,58,105,129,121,68,35,1,24,45,26,23,15,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3564,Latvia,1999,1,48,87,110,103,57,30,2,28,24,40,29,11,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3565,Latvia,2000,0,53,106,124,111,64,34,2,25,41,27,28,7,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3566,Latvia,2001,0,48,109,138,101,64,32,2,24,33,41,31,18,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3567,Latvia,2002,0,32,98,123,121,64,26,0,37,42,37,23,11,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3568,Latvia,2003,0,36,74,141,106,59,32,0,31,42,42,35,17,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3569,Latvia,2004,0,30,74,119,109,53,38,2,29,32,36,29,12,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3570,Latvia,2005,1,22,71,104,117,55,34,0,17,31,31,23,18,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3571,Latvia,2006,2,27,78,82,105,51,26,0,17,27,33,28,9,13,9,23,72,81,74,52,31,7,17,42,49,33,8,24,26,6,7,7,4,5,4,40,7,5,2,3,2,6,,,,,,,,,,,,,, +3572,Latvia,2007,,33,65,93,102,49,19,1,18,27,32,18,12,9,0,29,70,62,67,38,30,4,25,38,35,29,16,21,50,14,24,12,18,12,14,54,10,12,10,16,10,18,,,,,,,,,,,,,, +3573,Latvia,2008,0,28,54,71,71,47,27,0,11,23,26,21,9,12,7,30,49,67,64,35,34,6,15,30,29,15,10,9,22,7,12,8,2,3,6,13,3,9,6,5,6,16,,,,,,,,,,,,,, +3574,Latvia,2009,0,21,41,67,78,48,20,0,12,17,20,20,9,14,3,23,47,48,53,36,29,11,27,36,24,15,14,11,13,10,2,6,6,4,4,13,6,4,1,3,2,12,,,,,,,,,,,,,, +3575,Latvia,2010,0,20,44,65,71,39,15,0,6,19,25,12,10,13,3,29,52,62,56,30,15,8,29,36,35,14,18,13,16,4,8,4,5,1,4,18,2,6,5,1,3,9,,,,,,,,,,,,,, +3576,Latvia,2011,0,11,42,58,50,33,18,0,7,16,19,14,12,13,15,20,56,62,56,34,14,10,31,32,30,20,16,14,22,7,4,5,6,3,3,14,2,4,3,2,6,4,,,,,,,,,,,,,, +3577,Latvia,2012,0,19,62,67,59,36,15,1,14,15,14,16,15,9,11,35,54,68,60,34,19,14,25,35,26,28,14,15,15,11,8,8,5,1,9,15,5,3,2,9,1,8,,,,,,,,,,,,,, +3578,Latvia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16,38,94,143,134,99,54,29,34,58,53,43,40,37 +3579,Lebanon,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3580,Lebanon,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3581,Lebanon,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3582,Lebanon,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3583,Lebanon,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3584,Lebanon,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3585,Lebanon,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3586,Lebanon,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3587,Lebanon,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3588,Lebanon,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3589,Lebanon,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3590,Lebanon,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3591,Lebanon,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3592,Lebanon,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3593,Lebanon,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3594,Lebanon,1995,3,26,32,30,16,16,10,1,16,18,13,8,5,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3595,Lebanon,1996,4,28,41,18,12,9,19,4,24,13,11,5,6,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3596,Lebanon,1997,1,18,33,22,19,17,17,3,30,20,6,7,8,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3597,Lebanon,1998,1,27,33,22,19,17,17,3,23,20,6,7,8,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3598,Lebanon,1999,3,27,44,35,17,17,11,1,33,26,17,6,9,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3599,Lebanon,2000,5,16,28,20,15,17,14,4,31,26,9,7,4,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3600,Lebanon,2001,0,22,20,18,16,8,8,3,25,28,7,6,4,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3601,Lebanon,2002,1,19,25,14,10,7,9,2,17,21,8,9,3,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3602,Lebanon,2003,0,19,26,22,6,5,7,3,14,12,9,5,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3603,Lebanon,2004,1,11,25,18,18,8,6,0,18,21,10,5,1,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3604,Lebanon,2005,0,12,19,15,10,12,8,1,25,14,8,3,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3605,Lebanon,2006,0,11,12,18,14,10,8,1,16,12,5,2,2,1,5,10,4,8,6,4,8,11,11,6,7,4,3,3,14,11,13,14,3,9,5,7,19,32,15,6,8,26,,,,,,,,,,,,,, +3606,Lebanon,2007,0,12,19,13,12,11,5,1,17,30,13,5,3,2,4,12,17,10,3,3,6,13,17,15,8,5,4,1,17,25,18,8,11,5,7,5,34,43,14,9,10,6,,,,,,,,,,,,,, +3607,Lebanon,2008,1,9,14,12,17,14,6,2,24,32,15,7,3,2,8,4,14,7,10,14,3,8,25,17,6,3,0,4,11,21,19,15,4,5,18,20,38,39,24,5,2,10,,,,,,,,,,,,,, +3608,Lebanon,2009,1,12,22,13,9,12,7,2,28,40,14,2,8,9,6,4,6,8,7,6,4,2,13,21,10,5,2,0,4,17,14,13,10,9,15,23,36,33,17,9,6,12,,,,,,,,,,,,,, +3609,Lebanon,2010,1,8,21,15,12,12,10,0,36,48,17,7,4,3,9,5,9,7,7,4,3,5,14,18,7,5,4,2,14,14,18,6,8,6,12,14,29,32,18,12,11,16,,,,,,,,,,,,,, +3610,Lebanon,2011,1,14,18,13,15,6,8,0,37,51,12,9,1,3,3,7,11,10,10,2,3,2,13,27,4,5,3,1,9,11,15,7,9,9,5,11,44,50,15,12,6,6,,,,,,,,,,,,,, +3611,Lebanon,2012,2,18,21,13,14,12,6,2,48,72,16,9,4,3,8,7,8,8,6,3,5,6,22,33,8,8,4,5,9,16,21,6,12,7,8,18,41,61,19,18,7,7,,,,,,,,,,,,,, +3612,Lebanon,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,31,46,71,50,32,27,25,21,108,158,44,39,13,16 +3613,Lesotho,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3614,Lesotho,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3615,Lesotho,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3616,Lesotho,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3617,Lesotho,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3618,Lesotho,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3619,Lesotho,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3620,Lesotho,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3621,Lesotho,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3622,Lesotho,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3623,Lesotho,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3624,Lesotho,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3625,Lesotho,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3626,Lesotho,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3627,Lesotho,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3628,Lesotho,1995,9,108,214,256,189,96,88,14,106,125,71,49,17,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3629,Lesotho,1996,12,123,272,367,223,149,87,7,164,189,94,44,29,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3630,Lesotho,1997,11,180,392,463,307,173,69,29,216,272,152,71,40,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3631,Lesotho,1998,6,190,407,488,372,190,87,10,200,283,125,65,30,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3632,Lesotho,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3633,Lesotho,2000,8,165,458,517,395,198,76,11,222,336,195,83,36,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3634,Lesotho,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3635,Lesotho,2002,10,218,547,535,347,211,80,14,304,447,207,125,41,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3636,Lesotho,2003,10,219,614,592,466,219,83,32,328,567,313,219,59,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3637,Lesotho,2004,29,286,728,696,448,206,78,22,459,691,364,161,68,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3638,Lesotho,2005,32,395,695,397,148,82,37,19,226,721,616,494,297,121,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3639,Lesotho,2006,33,228,628,550,440,218,49,50,370,642,430,171,90,125,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3640,Lesotho,2007,6,32,135,73,87,52,28,4,78,121,106,40,13,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3641,Lesotho,2008,21,223,615,542,380,242,138,24,343,700,358,146,76,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3642,Lesotho,2009,26,217,685,549,411,257,118,30,326,659,409,167,79,43,264,245,674,634,421,348,213,226,293,668,494,294,183,126,65,116,349,298,223,150,102,50,169,370,287,164,92,51,,,,,,,,,,,,,, +3643,Lesotho,2010,16,222,607,497,364,244,133,27,283,597,329,169,64,48,305,217,699,670,467,340,279,264,289,703,495,313,163,127,52,106,337,255,206,154,114,43,148,344,213,152,50,48,,,,,,,,,,,,,, +3644,Lesotho,2011,19,179,584,493,329,245,121,23,311,572,307,185,84,58,271,195,685,691,508,357,233,226,292,709,500,357,205,117,50,90,257,262,186,132,97,51,138,310,253,143,82,38,,,,,,,,,,,,,, +3645,Lesotho,2012,15,204,580,427,295,196,114,30,309,571,296,143,71,47,220,229,810,672,340,249,190,246,333,787,510,304,147,105,41,95,272,236,129,110,84,31,155,300,210,106,65,43,,,,,,,,,,,,,, +3646,Lesotho,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,244,452,1322,1172,780,593,436,229,614,1293,821,486,249,225 +3647,Liberia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3648,Liberia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3649,Liberia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3650,Liberia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3651,Liberia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3652,Liberia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3653,Liberia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3654,Liberia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3655,Liberia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3656,Liberia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3657,Liberia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3658,Liberia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3659,Liberia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3660,Liberia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3661,Liberia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3662,Liberia,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3663,Liberia,1996,38,69,105,84,42,33,9,44,72,78,51,24,12,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3664,Liberia,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3665,Liberia,1998,18,150,229,158,72,34,11,18,164,160,98,45,17,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3666,Liberia,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3667,Liberia,2000,12,133,196,127,52,17,26,21,140,149,88,28,16,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3668,Liberia,2001,16,111,174,132,63,17,11,18,108,143,77,35,17,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3669,Liberia,2002,20,252,315,295,143,60,44,26,256,250,150,86,41,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3670,Liberia,2003,5,180,215,204,99,49,23,12,148,180,109,43,30,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3671,Liberia,2004,32,333,427,285,198,71,51,39,268,397,183,123,41,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3672,Liberia,2005,26,240,352,333,155,74,65,37,232,297,171,108,52,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3673,Liberia,2006,59,324,442,371,250,125,97,55,292,371,242,125,85,68,70,39,19,99,58,29,14,63,33,24,80,75,31,12,51,77,72,106,84,7,6,32,72,50,118,65,4,2,,,,,,,,,,,,,, +3674,Liberia,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3675,Liberia,2008,107,129,412,532,308,169,98,56,115,237,367,298,170,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3676,Liberia,2009,95,360,591,592,346,135,0,105,354,541,399,222,0,96,24,8,17,20,12,8,0,14,11,37,8,15,0,0,25,13,46,26,55,33,0,27,11,19,17,28,2,0,,,,,,,,,,,,,, +3677,Liberia,2010,90,338,621,510,295,114,21,254,339,488,259,171,151,99,121,132,193,48,69,19,2,145,40,18,351,123,46,78,353,56,38,65,4,12,10,202,45,19,452,23,6,78,,,,,,,,,,,,,, +3678,Liberia,2011,67,382,595,727,440,194,87,67,329,433,517,285,88,50,77,111,190,194,270,104,84,58,199,115,179,129,78,44,162,19,114,85,219,113,168,65,70,145,125,136,110,81,,,,,,,,,,,,,, +3679,Liberia,2012,65,382,627,667,406,129,83,61,354,535,605,292,79,57,172,118,305,139,233,111,89,171,99,96,165,122,76,50,149,50,164,128,212,133,133,64,152,152,135,110,92,75,,,,,,,,,,,,,, +3680,Liberia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,57,366,660,635,320,198,98,64,316,512,217,242,86,64 +3681,Libya,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3682,Libya,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3683,Libya,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3684,Libya,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3685,Libya,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3686,Libya,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3687,Libya,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3688,Libya,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3689,Libya,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3690,Libya,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3691,Libya,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3692,Libya,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3693,Libya,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3694,Libya,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3695,Libya,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3696,Libya,1995,2,112,212,78,46,22,21,5,34,31,19,20,13,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3697,Libya,1996,4,93,142,82,31,28,19,4,30,35,17,10,9,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3698,Libya,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3699,Libya,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3700,Libya,1999,2,110,257,115,53,36,33,6,43,59,25,15,14,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3701,Libya,2000,5,101,239,86,36,29,32,6,43,35,24,24,16,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3702,Libya,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3703,Libya,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3704,Libya,2003,0,108,266,142,32,25,19,4,43,28,30,25,21,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3705,Libya,2004,5,113,310,173,53,24,20,1,44,50,20,23,13,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3706,Libya,2005,2,114,293,168,52,19,35,8,36,36,35,21,21,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3707,Libya,2006,1,98,247,150,49,23,23,8,55,34,24,10,12,11,,,,,,,,,,,,,,,49,52,116,51,29,24,36,46,87,94,67,58,50,45,,,,,,,,,,,,,, +3708,Libya,2007,2,61,143,78,26,12,10,4,23,17,12,8,7,11,14,33,58,54,25,17,23,14,16,14,13,11,14,16,45,65,122,73,44,45,32,45,78,79,40,18,35,391,,,,,,,,,,,,,, +3709,Libya,2008,2,116,298,162,85,24,19,6,56,35,22,20,9,17,10,26,64,75,18,20,23,13,21,29,29,15,22,25,33,71,112,67,21,12,24,39,80,89,67,54,36,44,,,,,,,,,,,,,, +3710,Libya,2009,4,131,295,180,73,30,23,11,54,63,26,10,14,22,18,34,78,105,33,11,30,11,27,28,22,22,19,17,27,69,111,68,29,15,21,25,64,83,57,43,40,44,,,,,,,,,,,,,, +3711,Libya,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3712,Libya,2011,5,85,173,148,54,18,21,8,59,47,37,22,25,29,17,16,51,79,32,13,11,7,26,19,16,2,9,7,11,27,52,47,27,13,26,16,46,58,59,29,25,26,,,,,,,,,,,,,, +3713,Libya,2012,2,86,136,136,63,31,22,10,47,37,19,24,18,13,25,27,58,60,40,24,14,24,17,20,17,18,14,14,22,34,65,45,20,19,30,19,51,55,53,43,30,47,,,,,,,,,,,,,, +3714,Libya,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,135,233,204,93,69,66,30,110,124,80,60,56,42 +3715,Lithuania,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3716,Lithuania,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3717,Lithuania,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3718,Lithuania,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3719,Lithuania,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3720,Lithuania,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3721,Lithuania,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3722,Lithuania,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3723,Lithuania,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3724,Lithuania,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3725,Lithuania,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3726,Lithuania,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3727,Lithuania,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3728,Lithuania,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3729,Lithuania,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3730,Lithuania,1995,4,46,132,225,176,90,77,5,6,53,45,32,16,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3731,Lithuania,1996,2,60,133,224,206,133,82,6,37,62,73,40,29,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3732,Lithuania,1997,2,53,136,227,213,146,98,5,40,77,73,38,25,67,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3733,Lithuania,1998,0,38,77,165,163,81,57,0,27,25,65,22,21,46,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3734,Lithuania,1999,0,42,90,153,22,91,67,0,32,48,55,25,20,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3735,Lithuania,2000,1,38,97,145,155,74,68,0,20,37,39,32,22,48,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3736,Lithuania,2001,0,35,112,197,155,88,76,1,33,59,57,35,28,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3737,Lithuania,2002,1,24,95,176,142,88,59,0,30,59,45,32,18,52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3738,Lithuania,2003,1,35,116,175,174,107,60,0,35,49,37,38,20,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3739,Lithuania,2004,0,39,100,161,173,92,71,1,21,48,47,47,24,32,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3740,Lithuania,2005,0,42,118,186,187,108,67,1,25,41,57,49,23,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3741,Lithuania,2006,0,38,120,207,211,107,74,0,25,48,56,52,38,53,5,34,79,109,132,101,66,2,29,33,46,42,23,53,51,18,18,19,26,19,15,46,13,10,16,21,12,32,,,,,,,,,,,,,, +3742,Lithuania,2007,0,31,77,165,235,109,76,0,34,41,48,50,22,37,3,30,85,112,145,90,82,4,23,45,42,49,23,46,35,10,15,18,27,14,16,43,15,9,23,11,13,29,,,,,,,,,,,,,, +3743,Lithuania,2008,0,39,110,162,182,104,71,1,20,51,46,36,18,44,1,25,69,108,140,88,85,1,27,46,37,44,21,52,46,13,14,16,25,11,11,51,8,11,18,9,11,20,,,,,,,,,,,,,, +3744,Lithuania,2009,0,22,91,130,163,100,48,4,25,36,31,33,21,39,2,29,53,102,120,74,77,2,38,38,51,35,29,51,41,10,19,9,19,9,12,25,17,12,16,14,11,19,,,,,,,,,,,,,, +3745,Lithuania,2010,1,34,75,128,157,89,54,1,20,36,31,43,18,32,0,29,64,105,87,82,65,4,32,33,36,44,14,38,54,14,9,14,17,17,10,32,13,7,4,7,5,18,,,,,,,,,,,,,, +3746,Lithuania,2011,1,25,52,126,158,77,55,0,20,31,37,38,16,45,2,28,67,97,96,75,55,4,31,45,43,40,25,56,52,2,10,13,11,7,8,29,10,2,10,9,5,19,,,,,,,,,,,,,, +3747,Lithuania,2012,0,35,73,143,148,91,60,1,8,28,55,36,20,28,2,15,51,73,87,70,57,5,25,34,43,35,21,30,23,14,7,6,11,9,5,25,13,5,7,10,7,14,,,,,,,,,,,,,, +3748,Lithuania,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,19,49,150,254,299,209,160,18,42,76,84,82,57,74 +3749,Luxembourg,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3750,Luxembourg,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3751,Luxembourg,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3752,Luxembourg,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3753,Luxembourg,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3754,Luxembourg,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3755,Luxembourg,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3756,Luxembourg,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3757,Luxembourg,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3758,Luxembourg,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3759,Luxembourg,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3760,Luxembourg,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3761,Luxembourg,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3762,Luxembourg,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3763,Luxembourg,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3764,Luxembourg,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3765,Luxembourg,1996,0,5,3,4,2,3,2,1,3,2,0,1,0,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3766,Luxembourg,1997,1,2,2,7,3,2,3,1,3,0,1,0,1,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3767,Luxembourg,1998,0,3,6,7,4,2,0,1,0,1,2,2,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3768,Luxembourg,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3769,Luxembourg,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3770,Luxembourg,2001,0,0,1,0,0,0,2,0,2,2,1,1,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3771,Luxembourg,2002,0,0,1,3,3,2,1,0,0,2,1,1,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3772,Luxembourg,2003,0,2,10,7,1,2,2,0,2,1,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3773,Luxembourg,2004,0,1,0,4,3,1,1,0,0,5,5,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3774,Luxembourg,2005,0,0,2,2,1,1,2,0,0,2,1,1,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3775,Luxembourg,2006,0,0,3,2,3,2,3,0,2,3,2,0,1,1,0,0,1,1,0,1,1,0,1,1,1,1,0,2,0,0,0,0,0,0,1,0,0,0,0,0,0,0,,,,,,,,,,,,,, +3776,Luxembourg,2007,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,5,6,4,1,6,0,1,4,1,1,1,2,0,0,0,2,0,0,2,2,0,0,0,0,2,0,,,,,,,,,,,,,, +3777,Luxembourg,2008,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +3778,Luxembourg,2009,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +3779,Luxembourg,2010,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,2,4,1,0,1,1,1,1,3,0,0,0,1,0,1,0,0,2,0,0,1,1,0,0,0,,,,,,,,,,,,,, +3780,Luxembourg,2011,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +3781,Luxembourg,2012,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +3782,Luxembourg,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,3,8,6,5,2,0,0,2,4,3,1,1,2 +3783,Madagascar,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3784,Madagascar,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3785,Madagascar,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3786,Madagascar,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3787,Madagascar,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3788,Madagascar,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3789,Madagascar,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3790,Madagascar,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3791,Madagascar,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3792,Madagascar,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3793,Madagascar,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3794,Madagascar,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3795,Madagascar,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3796,Madagascar,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3797,Madagascar,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3798,Madagascar,1995,79,791,1289,1173,630,423,242,100,799,1108,744,340,230,78,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3799,Madagascar,1996,68,888,1325,1271,673,484,285,106,808,1031,744,393,197,79,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3800,Madagascar,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3801,Madagascar,1998,70,827,1545,1420,829,485,282,108,852,1193,824,430,253,117,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3802,Madagascar,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3803,Madagascar,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3804,Madagascar,2001,103,1033,1588,1625,1094,613,404,190,1010,1349,1094,546,289,154,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3805,Madagascar,2002,94,1023,1594,1563,1174,609,398,163,983,1372,1000,598,234,135,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3806,Madagascar,2003,123,1249,1830,1839,1413,723,438,216,1164,1578,1240,743,326,191,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3807,Madagascar,2004,118,1025,1593,1482,1026,495,300,130,950,1130,841,513,220,95,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3808,Madagascar,2005,98,1159,1867,1732,1349,582,333,150,1012,1451,1047,614,248,129,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3809,Madagascar,2006,117,1500,2391,2220,1714,766,458,208,1458,1944,1444,874,353,166,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3810,Madagascar,2007,196,1473,2353,2097,1671,823,438,223,1456,1810,1354,880,378,192,155,58,106,178,39,38,25,128,86,133,220,62,56,37,512,224,242,687,221,147,96,421,197,213,605,195,128,85,,,,,,,,,,,,,, +3811,Madagascar,2008,142,1499,2294,2113,1669,836,465,251,1433,1846,1352,911,383,171,215,,,,,,,,,,,,,,1215,,,,,,,,,,,,,,,,,,,,,,,,,,, +3812,Madagascar,2009,150,1463,2377,2132,1662,942,433,230,1527,1886,1428,906,390,187,303,1332,,,,,,,,,,,,,1225,2762,,,,,,,,,,,,,,,,,,,,,,,,,, +3813,Madagascar,2010,204,1721,1621,2525,1782,960,485,323,1621,1943,1376,946,397,192,285,1372,,,,,,,,,,,,,1314,3237,,,,,,,,,,,,,,,,,,,,,,,,,, +3814,Madagascar,2011,146,1807,2764,2495,1938,1044,522,252,1726,2031,1503,978,462,188,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3815,Madagascar,2012,177,1725,2474,2460,1927,1059,490,242,1720,1848,1420,914,474,199,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3816,Madagascar,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3817,Malawi,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3818,Malawi,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3819,Malawi,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3820,Malawi,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3821,Malawi,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3822,Malawi,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3823,Malawi,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3824,Malawi,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3825,Malawi,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3826,Malawi,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3827,Malawi,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3828,Malawi,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3829,Malawi,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3830,Malawi,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3831,Malawi,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3832,Malawi,1995,25,493,1195,833,519,215,89,65,802,1028,573,294,108,45,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3833,Malawi,1996,27,562,1388,937,529,224,110,92,887,1187,715,347,133,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3834,Malawi,1997,47,578,1418,995,521,254,101,84,1009,1307,767,347,123,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3835,Malawi,1998,46,677,1581,1158,643,281,151,85,1131,1585,867,437,148,63,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3836,Malawi,1999,43,588,1475,1083,588,239,126,80,1052,1487,777,376,154,62,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3837,Malawi,2000,50,653,1476,1113,585,245,114,66,1038,1481,831,401,148,64,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3838,Malawi,2001,37,704,1486,1025,591,230,129,74,1070,1520,862,384,139,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3839,Malawi,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3840,Malawi,2003,43,596,1374,936,489,209,128,76,963,1531,790,374,155,52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3841,Malawi,2004,47,647,1505,1081,508,264,124,78,1009,1694,910,412,191,96,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3842,Malawi,2005,58,622,1653,1031,549,279,157,84,913,1598,859,386,180,74,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3843,Malawi,2006,42,584,1647,1054,491,256,182,80,848,1545,813,348,183,93,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3844,Malawi,2007,61,614,1454,954,473,233,158,109,768,1497,715,342,146,84,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +3845,Malawi,2008,56,570,1562,982,502,280,176,166,707,1327,727,365,172,89,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3846,Malawi,2009,53,565,1645,1066,503,278,199,75,691,1246,706,318,174,104,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +3847,Malawi,2010,50,565,1509,985,485,275,187,103,610,1196,661,314,198,102,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3848,Malawi,2011,70,519,1486,1050,440,238,201,79,601,1119,660,283,161,96,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3849,Malawi,2012,52,495,1537,1051,471,292,204,71,538,1057,609,298,156,120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3850,Malawi,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,977,1047,2950,1601,1348,752,685,850,1053,2219,1556,833,529,395 +3851,Malaysia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3852,Malaysia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3853,Malaysia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3854,Malaysia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3855,Malaysia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3856,Malaysia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3857,Malaysia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3858,Malaysia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3859,Malaysia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3860,Malaysia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3861,Malaysia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3862,Malaysia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3863,Malaysia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3864,Malaysia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3865,Malaysia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3866,Malaysia,1995,59,640,879,775,788,374,1072,58,446,448,345,316,149,339,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3867,Malaysia,1996,45,720,1026,894,838,671,868,77,457,463,371,327,242,270,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3868,Malaysia,1997,44,701,1036,961,816,380,1123,51,535,485,383,338,141,343,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3869,Malaysia,1998,31,670,1090,1050,872,426,1282,45,519,526,398,330,157,406,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3870,Malaysia,1999,27,692,1147,1152,977,902,880,32,513,558,422,351,286,268,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3871,Malaysia,2000,32,694,1138,1177,908,814,891,41,464,564,424,367,356,286,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3872,Malaysia,2001,48,713,1198,1221,1011,934,738,36,510,506,445,374,353,222,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3873,Malaysia,2002,22,562,1106,1182,997,758,844,30,421,524,415,485,319,293,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3874,Malaysia,2003,216,1211,2010,2073,1798,1438,1601,196,969,1044,857,669,584,626,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3875,Malaysia,2004,191,1195,2105,2189,1890,1440,1535,227,925,1014,852,694,605,532,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3876,Malaysia,2005,244,1179,2218,2277,1980,1427,1507,208,1044,1061,947,816,586,572,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3877,Malaysia,2006,15,507,855,734,678,443,496,3,30,300,403,321,257,161,63,122,130,181,175,132,108,30,72,80,118,102,67,52,42,104,100,78,85,57,65,18,78,79,49,40,46,48,,,,,,,,,,,,,, +3878,Malaysia,2007,216,1291,2224,2082,1839,1394,1395,226,1098,1101,849,782,585,514,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3879,Malaysia,2008,221,1436,2445,2318,2169,1599,1543,240,1161,1283,906,878,648,657,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3880,Malaysia,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3881,Malaysia,2010,129,884,1438,1599,1453,967,981,152,704,881,592,542,425,388,35,282,653,708,440,370,367,52,245,389,295,181,172,149,44,212,294,323,358,255,245,31,205,147,96,128,108,99,,,,,,,,,,,,,, +3882,Malaysia,2011,63,948,1564,1559,1594,1245,1054,77,837,876,584,599,459,403,110,338,553,541,519,448,471,103,299,317,200,221,188,193,97,205,393,354,267,222,147,90,246,299,195,148,132,93,,,,,,,,,,,,,, +3883,Malaysia,2012,74,1060,1575,1677,1762,1409,1260,105,903,1010,710,693,590,483,174,371,644,520,504,506,570,142,318,362,241,220,217,204,96,243,376,369,270,207,164,96,242,306,173,168,129,106,,,,,,,,,,,,,, +3884,Malaysia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,309,1871,2756,2737,2850,2347,2158,335,1718,1798,1228,1179,1060,989 +3885,Maldives,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3886,Maldives,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3887,Maldives,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3888,Maldives,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3889,Maldives,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3890,Maldives,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3891,Maldives,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3892,Maldives,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3893,Maldives,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3894,Maldives,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3895,Maldives,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3896,Maldives,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3897,Maldives,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3898,Maldives,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3899,Maldives,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3900,Maldives,1995,1,28,11,10,8,10,6,1,13,8,4,6,6,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3901,Maldives,1996,0,24,9,3,5,14,8,1,12,9,5,6,5,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3902,Maldives,1997,1,13,6,2,13,9,8,3,15,8,9,4,3,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3903,Maldives,1998,1,19,18,8,4,6,2,1,13,5,1,6,4,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3904,Maldives,1999,0,14,8,9,7,7,8,3,10,6,3,6,6,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3905,Maldives,2000,0,9,10,2,5,5,3,0,11,4,5,4,5,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3906,Maldives,2001,1,12,5,3,5,7,1,1,10,3,2,6,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3907,Maldives,2002,0,11,9,0,1,5,8,1,8,5,4,5,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3908,Maldives,2003,1,14,7,4,9,9,4,0,8,5,1,5,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3909,Maldives,2004,0,13,11,3,8,5,6,0,8,3,2,1,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3910,Maldives,2005,0,9,8,5,6,6,5,1,10,7,1,2,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3911,Maldives,2006,0,8,9,3,4,3,6,0,6,3,4,3,2,2,1,1,0,2,0,2,1,1,2,1,2,0,2,1,3,6,1,1,0,0,1,2,4,1,4,3,0,0,,,,,,,,,,,,,, +3912,Maldives,2007,0,14,4,6,5,6,5,1,5,2,5,5,0,1,2,4,3,3,4,2,1,4,2,3,3,2,3,2,4,1,4,2,0,2,1,3,3,4,2,2,0,1,,,,,,,,,,,,,, +3913,Maldives,2008,,9,11,3,5,6,3,,7,1,3,,3,2,1,3,5,2,2,3,5,1,0,2,3,1,3,1,2,3,6,1,5,3,3,1,1,3,2,0,1,2,,,,,,,,,,,,,, +3914,Maldives,2009,0,16,5,1,4,0,5,0,4,4,2,2,2,0,3,1,,,2,1,1,,1,,,,1,3,,2,7,4,1,3,3,3,3,10,3,1,1,,,,,,,,,,,,,,, +3915,Maldives,2010,0,8,6,0,4,5,6,1,2,3,4,1,0,1,1,1,2,2,2,0,6,1,1,0,1,1,3,0,5,3,4,6,0,0,0,3,4,3,2,2,1,1,,,,,,,,,,,,,, +3916,Maldives,2011,0,12,7,3,8,1,3,0,4,3,1,2,1,2,0,4,1,1,0,0,1,1,0,2,0,0,2,0,3,3,2,1,3,1,2,1,2,4,0,2,3,1,,,,,,,,,,,,,, +3917,Maldives,2012,0,8,6,2,4,5,4,0,7,6,3,3,2,2,3,0,1,2,3,0,3,2,0,0,1,0,1,1,1,2,4,0,2,3,2,4,3,8,4,0,4,4,,,,,,,,,,,,,, +3918,Maldives,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4,20,20,4,9,9,5,6,11,8,4,7,4,3 +3919,Mali,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3920,Mali,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3921,Mali,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3922,Mali,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3923,Mali,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3924,Mali,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3925,Mali,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3926,Mali,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3927,Mali,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3928,Mali,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3929,Mali,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3930,Mali,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3931,Mali,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3932,Mali,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3933,Mali,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3934,Mali,1995,27,72,357,294,181,138,102,31,132,184,128,107,61,52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3935,Mali,1996,19,182,408,364,226,157,136,21,153,197,128,95,51,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3936,Mali,1997,16,226,559,493,357,255,164,15,178,264,167,111,60,34,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3937,Mali,1998,13,193,501,428,308,205,130,11,173,237,164,88,79,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3938,Mali,1999,19,235,475,429,315,216,129,21,180,226,171,120,96,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3939,Mali,2000,23,206,430,396,297,235,144,14,174,232,152,106,75,43,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3940,Mali,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3941,Mali,2002,20,209,547,447,430,151,72,39,141,250,166,190,71,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3942,Mali,2003,32,348,619,438,330,201,115,29,172,278,212,123,73,45,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3943,Mali,2004,28,302,584,473,316,219,147,29,191,284,183,151,105,57,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3944,Mali,2005,26,350,628,539,365,263,193,33,208,348,245,152,101,72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3945,Mali,2006,28,361,679,550,436,272,216,30,250,371,249,168,116,76,16,370,,,,,,,,,,,,,580,,,,,,,,,,,,,,,,,,,,,,,,,,, +3946,Mali,2007,29,369,696,570,422,291,213,30,263,385,258,160,113,95,15,376,,,,,,,,,,,,,,668,,,,,,,,,,,,,,,,,,,,,,,,,, +3947,Mali,2008,22,453,809,640,503,314,250,37,332,516,320,245,172,121,14,,,,,,,7,,,,,,,55,,,,,,,23,,,,,,,,,,,,,,,,,,,, +3948,Mali,2009,37,489,978,758,510,379,275,44,365,494,384,211,135,104,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3949,Mali,2010,94,381,707,526,354,227,207,31,265,337,247,144,96,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3950,Mali,2011,25,370,772,515,352,267,230,42,255,393,223,147,118,68,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3951,Mali,2012,25,405,731,547,377,257,211,34,253,344,239,137,89,77,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3952,Mali,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,26,375,750,551,401,244,230,27,284,351,266,144,95,74 +3953,Malta,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3954,Malta,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3955,Malta,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3956,Malta,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3957,Malta,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3958,Malta,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3959,Malta,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3960,Malta,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3961,Malta,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3962,Malta,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3963,Malta,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3964,Malta,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3965,Malta,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3966,Malta,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3967,Malta,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3968,Malta,1995,0,0,0,1,0,0,0,0,0,1,0,0,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3969,Malta,1996,0,0,0,0,1,2,1,0,0,0,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3970,Malta,1997,0,1,0,0,0,0,1,0,0,0,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3971,Malta,1998,0,1,0,0,1,0,3,0,1,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3972,Malta,1999,0,0,1,0,0,5,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3973,Malta,2000,0,1,0,1,1,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3974,Malta,2001,0,,,,1,,1,0,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3975,Malta,2002,0,1,0,1,0,1,0,0,0,1,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3976,Malta,2003,0,0,1,0,1,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3977,Malta,2004,0,0,0,0,1,0,0,0,0,0,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3978,Malta,2005,0,1,1,1,1,1,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3979,Malta,2006,0,1,0,2,0,0,1,0,0,0,0,0,0,0,0,6,4,1,2,1,5,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,1,0,0,0,2,,,,,,,,,,,,,, +3980,Malta,2007,0,0,2,0,0,1,3,0,2,0,0,0,0,0,0,3,5,0,1,2,6,0,0,0,0,0,1,0,1,3,2,2,0,1,0,1,1,0,0,0,0,0,,,,,,,,,,,,,, +3981,Malta,2008,0,3,6,2,0,0,0,0,1,1,0,0,0,2,0,7,4,2,1,0,3,0,0,0,0,1,0,1,0,2,3,1,1,0,1,0,1,2,0,1,0,0,,,,,,,,,,,,,, +3982,Malta,2009,0,4,3,1,1,1,1,0,0,1,0,0,0,0,0,4,4,0,0,1,0,0,0,1,0,0,0,1,0,4,3,0,1,0,3,0,3,3,1,0,0,0,,,,,,,,,,,,,, +3983,Malta,2010,0,0,3,0,0,0,0,0,0,1,0,0,0,0,0,1,1,1,1,0,1,0,1,0,0,0,0,0,0,1,5,0,0,1,0,0,0,2,0,0,0,1,,,,,,,,,,,,,, +3984,Malta,2011,0,2,4,0,0,0,0,0,1,0,0,0,0,0,0,1,3,0,0,0,2,0,1,0,1,0,0,0,0,1,0,1,0,0,1,0,0,1,0,2,0,1,,,,,,,,,,,,,, +3985,Malta,2012,1,2,2,2,0,0,0,0,1,1,0,0,0,0,0,5,4,1,1,0,5,1,2,1,0,0,0,0,0,3,3,0,0,1,0,0,4,0,1,0,0,0,,,,,,,,,,,,,, +3986,Malta,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,22,6,4,0,0,3,0,2,8,1,0,0,4 +3987,Marshall Islands,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3988,Marshall Islands,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3989,Marshall Islands,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3990,Marshall Islands,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3991,Marshall Islands,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3992,Marshall Islands,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3993,Marshall Islands,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3994,Marshall Islands,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3995,Marshall Islands,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3996,Marshall Islands,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3997,Marshall Islands,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3998,Marshall Islands,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3999,Marshall Islands,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4000,Marshall Islands,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4001,Marshall Islands,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4002,Marshall Islands,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4003,Marshall Islands,1996,7,8,3,3,5,3,0,12,7,3,3,2,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4004,Marshall Islands,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4005,Marshall Islands,1998,0,2,0,1,1,1,0,0,1,3,1,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4006,Marshall Islands,1999,5,10,3,4,1,6,0,2,10,7,2,2,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4007,Marshall Islands,2000,3,5,4,1,3,5,3,7,7,3,0,2,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4008,Marshall Islands,2001,3,8,4,2,4,2,0,5,6,4,7,8,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4009,Marshall Islands,2002,0,1,2,1,3,2,2,0,2,0,0,3,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4010,Marshall Islands,2003,6,4,2,7,7,2,2,4,9,2,4,6,1,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4011,Marshall Islands,2004,2,5,4,3,3,2,,1,7,5,3,3,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4012,Marshall Islands,2005,2,4,4,5,6,1,1,1,9,2,4,3,4,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4013,Marshall Islands,2006,,4,3,4,6,3,2,2,2,3,3,7,4,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4014,Marshall Islands,2007,0,1,1,2,5,1,0,1,3,3,2,3,3,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4015,Marshall Islands,2008,1,1,1,2,3,0,0,2,3,2,4,5,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4016,Marshall Islands,2009,1,12,5,2,5,4,0,1,5,5,4,5,2,1,10,3,3,3,6,5,2,10,6,3,6,7,2,4,2,1,1,1,2,0,0,2,1,0,1,0,0,0,,,,,,,,,,,,,, +4017,Marshall Islands,2010,0,10,1,4,6,6,2,5,9,2,2,4,8,0,15,7,2,3,6,6,2,5,9,4,4,1,0,0,16,9,8,3,2,2,1,8,3,6,3,3,1,0,,,,,,,,,,,,,, +4018,Marshall Islands,2011,1,7,2,3,3,3,1,1,5,8,2,5,2,1,6,2,3,2,1,2,3,4,0,1,2,4,0,0,14,4,5,1,3,0,0,15,6,4,3,2,0,0,,,,,,,,,,,,,, +4019,Marshall Islands,2012,0,3,8,6,9,2,2,0,5,7,2,5,3,2,8,7,2,2,2,1,1,11,5,4,3,3,2,2,7,4,2,2,1,1,1,8,1,1,0,1,0,0,,,,,,,,,,,,,, +4020,Marshall Islands,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16,6,15,10,12,16,1,14,12,17,8,12,5,2 +4021,Mauritania,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4022,Mauritania,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4023,Mauritania,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4024,Mauritania,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4025,Mauritania,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4026,Mauritania,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4027,Mauritania,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4028,Mauritania,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4029,Mauritania,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4030,Mauritania,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4031,Mauritania,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4032,Mauritania,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4033,Mauritania,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4034,Mauritania,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4035,Mauritania,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4036,Mauritania,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4037,Mauritania,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4038,Mauritania,1997,188,165,321,341,613,232,185,125,131,319,230,484,384,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4039,Mauritania,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4040,Mauritania,1999,15,290,450,262,177,113,92,7,157,97,110,76,43,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4041,Mauritania,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4042,Mauritania,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4043,Mauritania,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4044,Mauritania,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4045,Mauritania,2004,15,204,343,235,154,129,108,14,102,114,114,58,44,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4046,Mauritania,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4047,Mauritania,2006,12,197,294,203,150,106,96,16,109,114,86,49,29,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4048,Mauritania,2007,14,206,355,261,144,139,83,21,103,152,92,64,38,42,4,59,103,75,41,40,24,6,30,44,26,18,11,13,5,72,126,92,51,49,29,7,36,54,32,23,13,14,,,,,,,,,,,,,, +4049,Mauritania,2008,10,199,292,249,172,107,90,16,127,111,97,44,51,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4050,Mauritania,2009,25,217,328,198,150,116,85,24,111,127,76,49,27,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4051,Mauritania,2010,17,192,295,206,137,99,76,14,90,104,82,52,29,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4052,Mauritania,2011,36,165,185,131,106,58,55,28,68,72,47,36,19,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4053,Mauritania,2012,22,204,302,195,139,114,114,25,112,81,88,73,46,28,13,21,31,19,24,31,25,2,7,17,17,7,9,5,11,33,42,47,35,22,32,12,22,22,27,5,15,14,,,,,,,,,,,,,, +4054,Mauritania,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,28,293,426,294,230,170,169,37,170,153,137,105,83,69 +4055,Mauritius,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4056,Mauritius,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4057,Mauritius,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4058,Mauritius,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4059,Mauritius,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4060,Mauritius,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4061,Mauritius,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4062,Mauritius,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4063,Mauritius,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4064,Mauritius,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4065,Mauritius,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4066,Mauritius,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4067,Mauritius,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4068,Mauritius,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4069,Mauritius,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4070,Mauritius,1995,2,17,13,22,27,13,8,2,4,12,10,8,4,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4071,Mauritius,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4072,Mauritius,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4073,Mauritius,1998,1,12,10,21,19,10,19,0,9,5,4,3,3,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4074,Mauritius,1999,0,7,20,15,13,12,12,0,13,7,7,8,2,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4075,Mauritius,2000,2,6,9,18,19,14,8,1,5,8,8,6,7,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4076,Mauritius,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4077,Mauritius,2002,1,12,6,21,12,7,4,1,3,8,7,1,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4078,Mauritius,2003,0,9,12,10,17,11,9,1,6,8,4,4,3,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4079,Mauritius,2004,1,13,13,24,20,4,5,0,6,8,10,4,4,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4080,Mauritius,2005,,10,15,21,20,10,6,,4,5,5,11,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4081,Mauritius,2006,0,4,9,22,10,12,6,1,3,7,3,4,1,3,0,1,2,0,2,0,1,0,1,0,3,1,0,0,1,0,3,0,2,0,0,1,1,2,1,1,1,2,,,,,,,,,,,,,, +4082,Mauritius,2007,0,9,9,12,15,9,6,0,4,7,3,5,4,3,0,2,3,1,1,0,1,0,0,1,2,1,0,0,0,0,0,0,1,0,1,0,0,1,0,0,1,0,,,,,,,,,,,,,, +4083,Mauritius,2008,0,11,15,14,15,7,8,0,2,3,2,5,2,1,0,1,1,3,3,1,1,0,0,1,2,0,1,0,0,0,0,2,0,0,0,0,0,1,1,0,1,0,,,,,,,,,,,,,, +4084,Mauritius,2009,0,5,7,10,19,10,9,0,6,10,7,5,6,4,0,1,1,0,1,0,1,0,2,0,0,1,0,0,1,0,0,1,1,1,0,0,1,0,1,0,0,0,,,,,,,,,,,,,, +4085,Mauritius,2010,0,9,9,13,23,15,7,0,7,9,4,4,3,2,0,0,0,0,2,0,1,0,0,0,1,0,1,0,0,0,1,0,0,1,0,0,1,1,1,1,0,0,,,,,,,,,,,,,, +4086,Mauritius,2011,0,10,13,9,17,10,8,0,7,12,2,3,6,3,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,1,2,2,0,0,,,,,,,,,,,,,, +4087,Mauritius,2012,2,11,14,16,17,11,7,0,11,7,8,2,8,4,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,1,0,0,0,1,0,1,0,0,0,1,1,,,,,,,,,,,,,, +4088,Mauritius,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,10,15,20,27,8,9,0,10,4,8,9,3,6 +4089,Mexico,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4090,Mexico,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4091,Mexico,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4092,Mexico,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4093,Mexico,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4094,Mexico,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4095,Mexico,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4096,Mexico,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4097,Mexico,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4098,Mexico,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4099,Mexico,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4100,Mexico,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4101,Mexico,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4102,Mexico,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4103,Mexico,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4104,Mexico,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4105,Mexico,1996,198,936,1021,940,721,708,469,243,685,681,627,482,472,312,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4106,Mexico,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4107,Mexico,1998,229,1031,1330,1200,1241,813,892,268,856,829,874,742,583,585,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4108,Mexico,1999,143,1013,1141,1093,1022,880,1128,151,773,795,641,665,592,710,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4109,Mexico,2000,214,1079,1387,1162,1235,972,1126,176,663,828,698,832,595,709,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4110,Mexico,2001,130,1448,1639,1683,1606,1229,1566,146,1131,993,845,952,787,948,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4111,Mexico,2002,154,1090,1292,1301,1146,986,1144,149,769,754,716,700,621,733,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4112,Mexico,2003,187,1207,1461,1417,1313,1005,1352,184,850,826,734,813,743,841,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4113,Mexico,2004,86,1053,1276,1181,1201,958,1209,102,760,649,693,695,626,725,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4114,Mexico,2005,100,1095,1376,1314,1238,1042,1288,125,771,733,710,784,637,784,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4115,Mexico,2006,129,986,1320,1333,1275,1012,1215,153,696,774,662,794,722,803,108,196,266,243,232,181,253,108,133,154,146,151,127,170,202,170,318,233,173,117,144,205,243,252,199,184,164,147,,,,,,,,,,,,,, +4116,Mexico,2007,145,981,1286,1286,1266,942,1226,140,645,742,694,748,642,788,136,270,344,346,311,212,316,122,207,209,166,202,166,206,205,237,307,268,177,154,147,185,220,274,233,182,143,137,,,,,,,,,,,,,, +4117,Mexico,2008,124,966,1292,1314,1267,1004,1213,126,752,826,710,774,699,836,54,82,125,113,112,61,104,50,63,65,51,62,52,68,204,245,350,312,244,159,184,224,224,280,242,190,152,165,,,,,,,,,,,,,, +4118,Mexico,2009,103,1030,1262,1401,1360,1024,1252,131,741,712,665,788,608,785,8,81,98,109,107,80,98,10,63,61,57,67,52,67,217,249,368,308,234,169,181,196,239,292,221,180,188,151,,,,,,,,,,,,,, +4119,Mexico,2010,125,1081,1375,1380,1392,1119,1303,112,791,763,730,852,713,836,130,250,331,300,287,238,293,106,159,138,140,123,141,176,225,286,407,339,231,196,188,223,244,306,257,202,173,187,,,,,,,,,,,,,, +4120,Mexico,2011,128,1124,1440,1503,1532,1112,1299,136,776,765,698,889,734,824,124,222,324,290,251,189,220,99,135,140,109,141,101,152,205,267,384,364,244,170,191,194,298,333,271,229,192,187,,,,,,,,,,,,,, +4121,Mexico,2012,133,1153,1480,1522,1484,1153,1284,134,778,743,686,840,824,824,143,248,295,282,253,211,252,121,143,132,141,165,130,165,208,268,468,387,275,204,238,212,299,352,289,250,187,202,,,,,,,,,,,,,, +4122,Mexico,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,429,1797,2230,2409,2289,1736,1940,376,1262,1315,1230,1307,1156,1232 +4123,Micronesia (Federated States of),1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4124,Micronesia (Federated States of),1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4125,Micronesia (Federated States of),1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4126,Micronesia (Federated States of),1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4127,Micronesia (Federated States of),1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4128,Micronesia (Federated States of),1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4129,Micronesia (Federated States of),1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4130,Micronesia (Federated States of),1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4131,Micronesia (Federated States of),1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4132,Micronesia (Federated States of),1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4133,Micronesia (Federated States of),1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4134,Micronesia (Federated States of),1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4135,Micronesia (Federated States of),1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4136,Micronesia (Federated States of),1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4137,Micronesia (Federated States of),1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4138,Micronesia (Federated States of),1995,0,1,0,3,1,0,0,0,0,1,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4139,Micronesia (Federated States of),1996,0,1,0,0,1,2,0,0,1,1,1,3,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4140,Micronesia (Federated States of),1997,0,0,0,0,2,0,0,1,1,1,2,2,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4141,Micronesia (Federated States of),1998,4,5,3,4,1,0,5,2,1,0,1,2,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4142,Micronesia (Federated States of),1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4143,Micronesia (Federated States of),2000,0,2,0,1,0,0,1,4,3,1,1,0,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4144,Micronesia (Federated States of),2001,0,2,0,0,2,1,0,1,0,1,0,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4145,Micronesia (Federated States of),2002,2,0,1,1,1,1,0,3,5,1,1,2,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4146,Micronesia (Federated States of),2003,0,3,2,2,0,2,1,4,4,4,1,1,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4147,Micronesia (Federated States of),2004,0,4,0,2,0,2,1,3,4,4,1,1,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4148,Micronesia (Federated States of),2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4149,Micronesia (Federated States of),2006,14,21,3,6,8,6,1,5,23,5,7,4,6,4,3,8,1,2,1,1,0,0,7,0,1,2,2,1,1,2,1,1,2,1,0,1,1,1,1,0,0,0,,,,,,,,,,,,,, +4150,Micronesia (Federated States of),2007,1,8,5,4,0,1,0,5,11,6,2,2,2,0,5,4,0,1,1,2,0,3,4,3,1,1,0,2,3,0,0,0,0,0,0,1,0,2,0,0,0,0,,,,,,,,,,,,,, +4151,Micronesia (Federated States of),2008,1,9,3,1,3,1,0,1,10,2,5,1,0,0,6,5,5,4,5,3,4,14,5,3,1,2,0,0,4,6,0,0,3,2,0,3,5,3,1,2,0,0,,,,,,,,,,,,,, +4152,Micronesia (Federated States of),2009,5,7,5,5,2,1,2,8,6,9,4,4,1,1,18,8,3,6,3,6,0,8,7,8,3,0,3,2,8,3,0,2,1,1,0,8,3,3,4,0,1,0,,,,,,,,,,,,,, +4153,Micronesia (Federated States of),2010,3,8,1,2,4,4,0,5,8,9,3,4,2,0,16,8,6,3,2,5,4,11,5,4,3,5,3,4,5,3,1,4,2,0,0,4,2,2,1,0,1,0,,,,,,,,,,,,,, +4154,Micronesia (Federated States of),2011,4,8,5,6,2,0,1,5,5,2,3,1,2,1,12,5,7,4,6,5,3,14,2,1,2,3,8,1,5,3,3,4,2,1,0,1,2,3,1,0,0,0,,,,,,,,,,,,,, +4155,Micronesia (Federated States of),2012,3,8,5,4,2,0,1,5,6,2,3,1,3,0,14,6,6,4,6,3,3,15,3,1,3,3,7,2,2,4,3,2,2,1,0,1,2,3,2,0,0,0,,,,,,,,,,,,,, +4156,Micronesia (Federated States of),2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4157,Monaco,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4158,Monaco,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4159,Monaco,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4160,Monaco,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4161,Monaco,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4162,Monaco,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4163,Monaco,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4164,Monaco,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4165,Monaco,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4166,Monaco,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4167,Monaco,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4168,Monaco,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4169,Monaco,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4170,Monaco,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4171,Monaco,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4172,Monaco,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4173,Monaco,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4174,Monaco,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4175,Monaco,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4176,Monaco,1999,0,0,0,0,1,0,0,0,0,0,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4177,Monaco,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4178,Monaco,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4179,Monaco,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4180,Monaco,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4181,Monaco,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4182,Monaco,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4183,Monaco,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4184,Monaco,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4185,Monaco,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4186,Monaco,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4187,Monaco,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,,, +4188,Monaco,2011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4189,Monaco,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4190,Monaco,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4191,Mongolia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4192,Mongolia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4193,Mongolia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4194,Mongolia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4195,Mongolia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4196,Mongolia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4197,Mongolia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4198,Mongolia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4199,Mongolia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4200,Mongolia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4201,Mongolia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4202,Mongolia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4203,Mongolia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4204,Mongolia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4205,Mongolia,1994,1,23,40,25,19,6,1,10,27,24,13,8,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4206,Mongolia,1995,37,99,111,68,19,13,15,30,70,78,33,15,9,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4207,Mongolia,1996,8,103,150,91,42,24,19,17,98,114,45,27,19,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4208,Mongolia,1997,6,173,298,204,72,32,17,12,109,134,71,21,13,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4209,Mongolia,1998,17,213,251,158,65,32,22,32,162,221,115,32,21,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4210,Mongolia,1999,12,213,314,178,63,34,26,25,205,252,113,43,18,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4211,Mongolia,2000,6,181,260,171,68,38,23,32,200,213,113,41,26,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4212,Mongolia,2001,13,236,269,179,86,45,36,25,253,260,125,48,28,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4213,Mongolia,2002,9,242,272,184,94,57,47,16,263,253,133,55,22,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4214,Mongolia,2003,10,206,217,171,93,55,39,19,254,233,148,45,32,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4215,Mongolia,2004,6,287,256,229,112,54,43,18,283,249,162,62,24,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4216,Mongolia,2005,7,271,253,232,147,52,36,15,320,270,145,63,32,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4217,Mongolia,2006,7,317,335,241,157,64,41,16,372,265,180,81,24,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4218,Mongolia,2007,4,280,270,232,158,48,34,23,273,250,139,80,36,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4219,Mongolia,2008,7,289,260,235,151,59,36,18,283,229,127,86,32,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4220,Mongolia,2009,2,280,264,199,157,64,27,20,306,235,140,61,27,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4221,Mongolia,2010,3,285,255,231,154,50,40,12,296,246,112,83,42,28,82,85,50,39,48,25,24,92,103,76,30,26,8,13,111,263,201,117,92,36,22,84,254,204,120,98,34,39,,,,,,,,,,,,,, +4222,Mongolia,2011,2,246,289,205,170,71,41,10,250,192,121,61,40,25,95,79,50,47,44,25,25,81,85,70,29,26,16,12,105,268,206,118,69,28,28,77,221,211,115,87,25,20,,,,,,,,,,,,,, +4223,Mongolia,2012,7,257,268,191,184,63,37,11,250,208,97,82,28,33,63,70,66,56,47,21,18,65,77,60,25,18,16,15,89,250,230,121,86,39,37,76,258,169,106,84,38,28,,,,,,,,,,,,,, +4224,Mongolia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,174,621,576,457,334,166,101,185,579,541,241,181,92,83 +4225,Montenegro,2005,0,3,5,7,15,4,8,0,0,7,3,4,0,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4226,Montenegro,2006,0,0,7,7,12,9,3,,3,4,4,4,3,2,,5,2,10,15,7,9,1,2,2,3,3,4,11,,3,2,1,2,4,0,,1,2,0,0,0,2,,,,,,,,,,,,,, +4227,Montenegro,2007,0,0,6,3,10,1,3,0,3,3,4,3,3,1,2,4,3,6,15,9,15,0,4,6,7,1,3,3,0,2,3,1,2,0,2,0,1,2,2,1,1,1,,,,,,,,,,,,,, +4228,Montenegro,2008,0,2,7,10,5,5,1,0,4,5,5,10,4,7,0,2,4,1,4,3,3,1,3,1,3,3,3,7,0,0,0,3,1,1,4,0,3,1,2,2,3,0,,,,,,,,,,,,,, +4229,Montenegro,2009,0,1,5,6,10,5,9,1,1,5,3,2,2,3,0,3,1,8,5,2,5,1,4,1,2,5,4,2,0,1,1,1,2,0,2,0,0,1,0,3,1,0,,,,,,,,,,,,,, +4230,Montenegro,2010,0,1,1,4,4,7,1,1,3,3,2,3,1,8,1,1,2,2,7,7,9,0,5,2,3,1,3,6,1,1,1,2,3,0,0,0,1,1,1,0,1,2,,,,,,,,,,,,,, +4231,Montenegro,2011,0,1,2,8,11,7,3,1,4,2,4,3,1,1,0,1,6,3,6,1,4,1,6,1,3,5,1,2,0,1,0,0,0,1,0,1,1,1,2,1,1,3,,,,,,,,,,,,,, +4232,Montenegro,2012,0,3,4,5,10,3,4,0,4,5,1,2,1,3,0,0,2,5,3,4,9,0,1,6,1,1,4,0,0,0,0,2,1,2,0,0,0,1,1,2,1,3,,,,,,,,,,,,,, +4233,Montenegro,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,8,8,17,16,11,14,1,6,6,7,6,8,11 +4234,Montserrat,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4235,Montserrat,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4236,Montserrat,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4237,Montserrat,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4238,Montserrat,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4239,Montserrat,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4240,Montserrat,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4241,Montserrat,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4242,Montserrat,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4243,Montserrat,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4244,Montserrat,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4245,Montserrat,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4246,Montserrat,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4247,Montserrat,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4248,Montserrat,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4249,Montserrat,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4250,Montserrat,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4251,Montserrat,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4252,Montserrat,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4253,Montserrat,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4254,Montserrat,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4255,Montserrat,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4256,Montserrat,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4257,Montserrat,2003,0,0,1,0,0,0,1,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4258,Montserrat,2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4259,Montserrat,2005,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4260,Montserrat,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4261,Montserrat,2007,,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4262,Montserrat,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4263,Montserrat,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4264,Montserrat,2010,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4265,Montserrat,2011,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4266,Montserrat,2012,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4267,Montserrat,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4268,Morocco,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4269,Morocco,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4270,Morocco,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4271,Morocco,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4272,Morocco,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4273,Morocco,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4274,Morocco,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4275,Morocco,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4276,Morocco,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4277,Morocco,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4278,Morocco,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4279,Morocco,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4280,Morocco,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4281,Morocco,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4282,Morocco,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4283,Morocco,1995,142,2508,2872,1737,819,573,553,191,1708,1288,703,461,317,299,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4284,Morocco,1996,118,2618,2844,1721,772,602,583,217,1697,1300,677,437,400,292,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4285,Morocco,1997,119,2328,2891,1659,761,591,557,238,1799,1331,745,416,424,275,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4286,Morocco,1998,116,2308,2573,1744,843,560,527,182,1600,1150,679,412,402,330,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4287,Morocco,1999,78,2296,2696,1641,815,559,562,156,1654,1143,691,446,351,332,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4288,Morocco,2000,99,2061,2423,1705,855,485,595,170,1530,1121,672,398,406,352,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4289,Morocco,2001,85,2200,2256,1731,929,561,606,156,1477,1046,596,402,399,360,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4290,Morocco,2002,79,2190,2341,1647,941,525,577,144,1483,1088,713,443,357,386,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4291,Morocco,2003,91,2225,2347,1667,1004,525,550,168,1455,1029,633,431,366,351,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4292,Morocco,2004,68,2081,2397,1676,1114,533,539,149,1196,981,517,373,331,325,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4293,Morocco,2005,79,2222,2515,1583,1057,580,591,167,1330,943,546,403,343,398,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4294,Morocco,2006,73,2104,2373,1498,1036,527,551,155,1273,1025,597,426,335,307,72,273,249,173,162,113,149,85,214,166,126,90,82,101,1125,1694,1263,684,470,294,394,984,1517,1284,796,582,360,317,,,,,,,,,,,,,, +4295,Morocco,2007,74,2098,2370,1545,1165,545,529,123,1177,837,444,354,306,370,50,259,254,185,177,128,159,82,220,166,97,91,69,122,948,1600,1253,625,448,286,456,876,1571,1302,844,575,380,402,,,,,,,,,,,,,, +4296,Morocco,2008,51,1992,2372,1514,1179,633,589,124,1081,803,479,360,290,358,45,289,253,169,171,117,160,58,185,146,104,113,83,109,990,1494,1263,644,464,321,437,921,1446,1388,863,637,379,399,,,,,,,,,,,,,, +4297,Morocco,2009,63,1960,2412,1428,1140,639,510,132,1195,889,450,410,333,346,65,262,242,182,163,138,152,58,199,154,112,103,88,103,992,1626,1330,675,534,371,430,954,1486,1400,840,648,421,424,,,,,,,,,,,,,, +4298,Morocco,2010,51,1982,2553,1611,1273,712,515,117,1098,841,426,386,310,364,41,307,295,202,190,117,176,69,202,162,118,89,89,117,949,1711,1427,684,490,366,432,932,1723,1510,878,775,435,418,,,,,,,,,,,,,, +4299,Morocco,2011,79,1929,2450,1479,1175,682,518,100,1153,794,433,371,324,335,47,325,341,199,180,144,148,64,221,160,118,124,85,116,1004,1662,1413,698,522,400,527,948,1765,1663,980,796,483,470,,,,,,,,,,,,,, +4300,Morocco,2012,54,1840,2426,1423,1183,672,561,77,1162,832,408,306,286,342,45,331,332,225,187,165,151,56,227,176,115,103,88,142,863,1807,1503,704,534,440,491,905,1822,1592,1016,803,563,479,,,,,,,,,,,,,, +4301,Morocco,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,966,4109,4164,2383,1946,1389,1185,1085,3097,2569,1572,1174,1006,921 +4302,Mozambique,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4303,Mozambique,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4304,Mozambique,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4305,Mozambique,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4306,Mozambique,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4307,Mozambique,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4308,Mozambique,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4309,Mozambique,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4310,Mozambique,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4311,Mozambique,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4312,Mozambique,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4313,Mozambique,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4314,Mozambique,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4315,Mozambique,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4316,Mozambique,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4317,Mozambique,1995,187,1136,1475,1338,1022,664,320,226,994,1314,1016,551,234,89,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4318,Mozambique,1996,141,1163,1507,1367,980,639,275,205,1060,1357,938,533,239,74,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4319,Mozambique,1997,163,1194,1608,1439,1076,666,313,187,1147,1381,1002,606,265,78,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4320,Mozambique,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4321,Mozambique,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4322,Mozambique,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4323,Mozambique,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4324,Mozambique,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4325,Mozambique,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4326,Mozambique,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4327,Mozambique,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4328,Mozambique,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4329,Mozambique,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4330,Mozambique,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4331,Mozambique,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4332,Mozambique,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4333,Mozambique,2011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4334,Mozambique,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4335,Mozambique,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4336,Myanmar,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4337,Myanmar,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4338,Myanmar,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4339,Myanmar,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4340,Myanmar,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4341,Myanmar,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4342,Myanmar,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4343,Myanmar,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4344,Myanmar,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4345,Myanmar,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4346,Myanmar,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4347,Myanmar,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4348,Myanmar,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4349,Myanmar,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4350,Myanmar,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4351,Myanmar,1995,42,713,1423,1401,977,677,298,58,535,729,729,450,343,154,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4352,Myanmar,1996,58,767,1511,1535,1110,798,400,55,577,938,817,558,408,184,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4353,Myanmar,1997,56,676,1452,1405,1061,753,441,54,535,883,715,492,308,183,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4354,Myanmar,1998,64,798,1491,1584,1187,763,438,73,650,997,856,577,382,229,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4355,Myanmar,1999,37,936,1800,1805,1366,833,540,58,737,1076,919,647,420,284,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4356,Myanmar,2000,88,1459,2636,2781,2161,1235,836,72,1040,1592,1397,987,592,378,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4357,Myanmar,2001,69,1800,3253,3353,2624,1443,931,98,1306,1918,1568,1186,650,487,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4358,Myanmar,2002,64,2125,3986,4016,3022,1671,1067,109,1563,2044,1758,1348,845,544,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4359,Myanmar,2003,107,2536,4408,4427,3269,1974,1296,154,1781,2442,2003,1491,943,617,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4360,Myanmar,2004,96,2777,5025,4966,4081,2271,1567,120,2020,2622,2228,1800,1122,713,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4361,Myanmar,2005,132,3401,5877,5888,4585,2557,1764,147,2376,3047,2563,2101,1218,885,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4362,Myanmar,2006,113,3572,6328,6536,5143,2988,2033,171,2453,3338,2820,2282,1448,1016,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4363,Myanmar,2007,127,3591,6569,6826,5507,3152,2155,159,2719,3500,2998,2486,1601,1198,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4364,Myanmar,2008,118,3416,6311,6396,5327,3312,2235,180,2526,3474,2850,2357,1644,1102,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4365,Myanmar,2009,127,3259,6371,6633,5319,3435,2248,165,2559,3298,2745,2463,1679,1100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4366,Myanmar,2010,106,3043,6578,6688,5607,3632,2308,196,2452,3454,2752,2525,1838,1139,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4367,Myanmar,2011,120,2923,6182,6319,5680,3954,2500,187,2401,3317,2760,2554,2010,1407,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4368,Myanmar,2012,146,2898,6263,6469,5837,3945,2626,192,2357,3368,2721,2600,2023,1464,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4369,Myanmar,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4370,Namibia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4371,Namibia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4372,Namibia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4373,Namibia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4374,Namibia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4375,Namibia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4376,Namibia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4377,Namibia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4378,Namibia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4379,Namibia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4380,Namibia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4381,Namibia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4382,Namibia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4383,Namibia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4384,Namibia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4385,Namibia,1995,0,68,235,113,55,21,6,5,49,78,50,16,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4386,Namibia,1996,16,205,613,472,230,137,101,17,249,330,245,87,72,51,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4387,Namibia,1997,18,232,791,479,296,161,93,23,249,401,275,104,56,47,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4388,Namibia,1998,21,270,816,541,267,148,111,34,300,536,310,117,62,65,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4389,Namibia,1999,20,247,908,613,260,135,110,25,339,540,336,114,77,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4390,Namibia,2000,18,269,874,665,300,147,81,16,352,654,348,161,76,52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4391,Namibia,2001,20,322,993,732,318,150,116,32,394,729,404,168,91,66,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4392,Namibia,2002,19,301,1033,750,326,146,96,42,357,795,484,182,91,67,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4393,Namibia,2003,31,364,1109,838,419,196,108,47,451,927,571,216,108,102,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4394,Namibia,2004,31,319,1092,866,371,159,131,30,400,819,554,203,106,74,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4395,Namibia,2005,98,355,1027,874,365,146,120,105,399,809,525,213,95,91,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4396,Namibia,2006,86,347,1052,799,386,174,146,74,485,875,521,239,92,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4397,Namibia,2007,57,370,1018,786,346,149,120,69,417,826,513,242,102,76,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4398,Namibia,2008,30,387,1033,757,346,149,132,73,466,702,437,226,110,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4399,Namibia,2009,41,357,936,689,348,166,121,84,384,678,407,214,97,86,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4400,Namibia,2010,36,359,852,680,287,146,126,67,429,685,382,206,122,87,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4401,Namibia,2011,48,337,844,660,361,152,138,78,427,653,410,185,100,110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4402,Namibia,2012,61,358,810,686,292,157,137,81,394,582,396,198,84,97,386,153,477,516,268,162,135,339,200,379,306,183,98,90,180,126,228,261,138,46,55,163,116,219,177,84,25,47,,,,,,,,,,,,,, +4403,Namibia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,603,612,1496,1404,723,392,309,491,688,1137,747,408,220,202 +4404,Nauru,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4405,Nauru,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4406,Nauru,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4407,Nauru,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4408,Nauru,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4409,Nauru,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4410,Nauru,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4411,Nauru,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4412,Nauru,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4413,Nauru,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4414,Nauru,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4415,Nauru,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4416,Nauru,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4417,Nauru,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4418,Nauru,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4419,Nauru,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4420,Nauru,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4421,Nauru,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4422,Nauru,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4423,Nauru,1999,0,0,0,0,1,1,0,0,0,1,3,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4424,Nauru,2000,,,,,1,,,,,,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4425,Nauru,2001,,,,1,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4426,Nauru,2002,,,1,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4427,Nauru,2003,0,0,0,0,1,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4428,Nauru,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4429,Nauru,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4430,Nauru,2006,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,2,0,0,0,0,0,0,1,0,0,0,3,1,0,0,0,0,0,0,0,1,0,1,0,,,,,,,,,,,,,, +4431,Nauru,2007,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4432,Nauru,2008,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4433,Nauru,2009,0,0,0,0,0,0,0,0,1,0,0,0,0,0,,,,,,,,,,,,,,,0,0,0,0,0,1,0,0,0,0,0,1,0,0,,,,,,,,,,,,,, +4434,Nauru,2010,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4435,Nauru,2011,0,0,0,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,,,,,,,,,,,,,, +4436,Nauru,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4437,Nauru,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4438,Nepal,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4439,Nepal,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4440,Nepal,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4441,Nepal,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4442,Nepal,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4443,Nepal,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4444,Nepal,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4445,Nepal,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4446,Nepal,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4447,Nepal,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4448,Nepal,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4449,Nepal,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4450,Nepal,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4451,Nepal,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4452,Nepal,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4453,Nepal,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4454,Nepal,1996,91,1451,1285,1221,1035,738,407,155,853,734,534,288,190,110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4455,Nepal,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4456,Nepal,1998,133,1621,1522,1500,1292,884,480,173,1112,838,621,407,219,170,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4457,Nepal,1999,150,1872,1800,1703,1545,1161,799,185,1239,1133,754,553,316,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4458,Nepal,2000,170,1904,1763,1713,1491,1294,772,176,1267,1078,833,575,419,228,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4459,Nepal,2001,155,1957,1709,1743,1491,1300,775,171,1295,1060,838,573,375,222,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4460,Nepal,2002,129,1980,1707,1686,1579,1465,758,202,1203,1041,796,544,426,198,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4461,Nepal,2003,122,2039,1658,1619,1769,1639,735,189,1283,1107,873,609,486,220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4462,Nepal,2004,121,1991,1749,1652,1710,1739,763,188,1282,1138,849,677,540,215,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4463,Nepal,2005,148,1946,1685,1722,1806,1759,820,195,1208,1111,797,658,532,230,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4464,Nepal,2006,125,1914,1651,1640,1688,1695,808,179,1164,1001,788,613,519,243,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4465,Nepal,2007,150,2025,1591,1636,1720,1715,919,175,1149,1027,793,619,578,258,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4466,Nepal,2008,81,150,1409,1558,1706,1515,792,107,832,820,704,630,523,226,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4467,Nepal,2009,149,1991,1864,1761,1897,1871,1067,181,1223,1022,845,675,579,317,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4468,Nepal,2010,165,2110,1832,1724,1856,1857,1126,192,1177,1036,819,681,642,352,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4469,Nepal,2011,245,1914,1755,1723,1732,1710,1180,247,1182,978,752,624,604,354,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4470,Nepal,2012,250,1906,1756,1644,1708,1773,1203,210,1227,1036,666,638,643,397,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4471,Nepal,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,186,1889,1768,1525,1690,1675,1415,223,1203,1007,737,660,691,430 +4472,Netherlands,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4473,Netherlands,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4474,Netherlands,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4475,Netherlands,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4476,Netherlands,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4477,Netherlands,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4478,Netherlands,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4479,Netherlands,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4480,Netherlands,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4481,Netherlands,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4482,Netherlands,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4483,Netherlands,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4484,Netherlands,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4485,Netherlands,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4486,Netherlands,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4487,Netherlands,1995,22,79,119,75,28,9,10,24,56,50,13,10,8,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4488,Netherlands,1996,8,48,65,46,26,21,34,1,24,40,14,5,6,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4489,Netherlands,1997,3,33,65,47,32,12,31,4,17,31,10,12,4,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4490,Netherlands,1998,2,31,40,41,21,11,26,2,19,25,17,4,6,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4491,Netherlands,1999,5,44,67,32,24,12,19,5,26,39,16,2,1,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4492,Netherlands,2000,0,34,63,41,25,10,21,4,29,22,16,9,5,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4493,Netherlands,2001,1,51,51,33,29,12,24,1,26,32,19,9,5,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4494,Netherlands,2002,1,40,54,39,33,7,20,5,27,32,12,13,4,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4495,Netherlands,2003,2,35,50,38,17,15,15,0,16,30,12,10,3,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4496,Netherlands,2004,6,36,54,37,26,22,31,4,20,33,15,4,4,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4497,Netherlands,2005,0,23,42,23,26,14,19,3,14,19,11,9,1,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4498,Netherlands,2006,0,25,23,31,23,17,19,3,15,17,12,5,3,10,13,40,65,48,25,16,49,19,23,40,28,24,15,36,5,22,39,26,29,15,30,8,19,37,33,23,23,32,,,,,,,,,,,,,, +4499,Netherlands,2007,1,10,22,28,21,15,15,1,12,22,17,6,5,12,12,27,40,37,27,20,49,6,25,31,23,13,12,41,16,31,42,35,26,19,29,12,27,31,19,26,19,34,,,,,,,,,,,,,, +4500,Netherlands,2008,0,16,24,26,19,18,19,2,13,19,14,6,6,7,5,45,34,43,29,25,33,14,31,42,22,13,11,24,19,26,50,37,23,13,23,10,35,55,32,23,13,29,,,,,,,,,,,,,, +4501,Netherlands,2009,1,28,21,25,22,13,14,1,21,24,7,8,4,13,12,53,58,42,31,23,41,7,19,31,14,17,16,27,16,62,52,48,19,19,34,20,29,59,36,30,36,36,,,,,,,,,,,,,, +4502,Netherlands,2010,0,23,29,22,20,11,18,1,9,14,13,6,4,11,10,30,44,37,25,26,35,4,28,50,23,10,15,33,9,35,72,40,30,15,28,10,36,50,47,30,29,25,,,,,,,,,,,,,, +4503,Netherlands,2011,2,22,35,19,24,13,13,2,13,14,7,7,4,3,9,32,41,24,23,26,39,9,31,38,16,22,19,28,17,21,71,38,21,20,24,16,26,55,37,30,23,21,,,,,,,,,,,,,, +4504,Netherlands,2012,1,15,31,14,18,9,15,4,7,18,15,4,6,6,8,27,42,25,19,21,31,8,17,31,20,20,13,18,12,24,59,45,27,20,40,16,31,61,26,28,20,35,,,,,,,,,,,,,, +4505,Netherlands,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18,71,129,82,76,46,76,14,47,90,46,48,34,54 +4506,Netherlands Antilles,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4507,Netherlands Antilles,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4508,Netherlands Antilles,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4509,Netherlands Antilles,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4510,Netherlands Antilles,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4511,Netherlands Antilles,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4512,Netherlands Antilles,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4513,Netherlands Antilles,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4514,Netherlands Antilles,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4515,Netherlands Antilles,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4516,Netherlands Antilles,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4517,Netherlands Antilles,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4518,Netherlands Antilles,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4519,Netherlands Antilles,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4520,Netherlands Antilles,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4521,Netherlands Antilles,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4522,Netherlands Antilles,1996,0,0,0,0,1,1,1,0,0,0,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4523,Netherlands Antilles,1997,0,0,1,1,0,1,3,0,0,2,2,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4524,Netherlands Antilles,1998,0,0,0,0,0,1,2,0,1,0,2,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4525,Netherlands Antilles,1999,0,0,1,0,1,0,0,0,1,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4526,Netherlands Antilles,2000,0,0,1,2,0,0,0,0,0,1,0,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4527,Netherlands Antilles,2001,0,0,1,5,0,0,0,0,0,1,0,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4528,Netherlands Antilles,2002,0,1,1,3,2,3,1,0,1,0,0,1,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4529,Netherlands Antilles,2003,0,0,2,1,0,0,3,0,0,1,1,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4530,Netherlands Antilles,2004,1,1,0,4,3,0,1,0,0,,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4531,Netherlands Antilles,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4532,Netherlands Antilles,2006,0,0,0,2,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4533,Netherlands Antilles,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4534,Netherlands Antilles,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4535,Netherlands Antilles,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4536,New Caledonia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4537,New Caledonia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4538,New Caledonia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4539,New Caledonia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4540,New Caledonia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4541,New Caledonia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4542,New Caledonia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4543,New Caledonia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4544,New Caledonia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4545,New Caledonia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4546,New Caledonia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4547,New Caledonia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4548,New Caledonia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4549,New Caledonia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4550,New Caledonia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4551,New Caledonia,1995,3,2,3,4,2,2,3,2,1,1,3,3,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4552,New Caledonia,1996,1,3,1,3,5,8,3,0,2,2,1,2,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4553,New Caledonia,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4554,New Caledonia,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4555,New Caledonia,1999,0,0,6,1,2,1,7,0,0,4,1,0,2,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4556,New Caledonia,2000,1,1,3,4,2,3,4,1,8,1,1,3,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4557,New Caledonia,2001,0,1,8,1,5,6,6,1,1,2,1,0,0,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4558,New Caledonia,2002,0,2,2,1,1,1,3,0,4,2,2,3,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4559,New Caledonia,2003,0,1,1,1,1,1,3,0,0,2,2,0,0,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4560,New Caledonia,2004,0,2,1,3,2,1,2,0,2,1,0,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4561,New Caledonia,2005,0,2,1,0,0,3,0,0,1,2,1,2,0,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4562,New Caledonia,2006,0,0,3,1,1,,1,0,1,0,0,0,0,2,1,1,1,1,2,2,5,0,0,0,2,1,2,4,0,1,0,0,2,0,0,0,1,0,0,3,1,2,,,,,,,,,,,,,, +4563,New Caledonia,2007,0,1,1,2,1,3,2,0,0,0,1,0,0,1,1,1,1,1,0,4,3,0,1,0,0,0,1,2,0,2,1,0,1,3,3,0,0,0,0,3,2,1,,,,,,,,,,,,,, +4564,New Caledonia,2008,0,1,1,0,2,1,2,0,0,1,0,0,0,1,0,0,1,0,4,3,4,1,0,0,1,1,0,4,0,0,0,1,0,3,1,0,0,0,0,1,1,2,,,,,,,,,,,,,, +4565,New Caledonia,2009,0,0,0,0,1,0,5,0,1,1,3,0,2,2,3,2,0,3,0,4,4,1,1,0,2,1,3,2,2,0,0,1,1,0,1,0,0,0,1,2,2,3,,,,,,,,,,,,,, +4566,New Caledonia,2010,0,1,2,3,1,4,3,0,1,0,1,0,1,3,0,1,1,3,0,1,2,1,0,1,0,1,0,5,1,0,0,0,2,2,2,0,0,0,1,0,1,4,,,,,,,,,,,,,, +4567,New Caledonia,2011,0,0,0,3,1,2,3,0,0,1,1,0,1,1,5,0,0,2,1,1,3,2,1,2,1,0,0,0,0,2,2,2,2,3,4,0,0,0,1,1,0,2,,,,,,,,,,,,,, +4568,New Caledonia,2012,,,2,,3,2,1,,,,,1,1,1,,1,,1,1,2,1,,,,1,,,3,,,,,,,2,,,,,1,3,,,,,,,,,,,,,,, +4569,New Caledonia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4570,New Zealand,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4571,New Zealand,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4572,New Zealand,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4573,New Zealand,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4574,New Zealand,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4575,New Zealand,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4576,New Zealand,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4577,New Zealand,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4578,New Zealand,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4579,New Zealand,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4580,New Zealand,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4581,New Zealand,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4582,New Zealand,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4583,New Zealand,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4584,New Zealand,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4585,New Zealand,1995,0,4,3,3,5,7,7,1,2,3,4,2,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4586,New Zealand,1996,2,4,3,9,10,3,12,2,6,9,3,6,3,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4587,New Zealand,1997,0,3,6,3,4,4,7,0,4,6,5,2,5,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4588,New Zealand,1998,1,8,10,8,7,7,4,0,11,6,8,2,4,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4589,New Zealand,1999,1,10,8,4,3,8,15,1,6,7,2,3,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4590,New Zealand,2000,0,6,5,6,8,10,7,1,6,6,5,0,4,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4591,New Zealand,2001,1,7,2,7,4,2,12,3,9,14,3,1,3,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4592,New Zealand,2002,0,10,14,5,6,4,10,1,15,8,4,3,5,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4593,New Zealand,2003,5,9,10,6,6,8,9,7,18,8,1,10,4,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4594,New Zealand,2004,3,10,13,10,6,5,16,0,10,15,4,4,1,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4595,New Zealand,2005,4,6,10,6,6,5,10,1,11,9,6,6,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4596,New Zealand,2006,5,14,5,8,4,3,7,1,12,12,12,3,6,4,13,13,6,6,6,8,12,7,7,9,5,5,0,3,2,10,7,6,5,3,5,1,6,20,11,8,7,13,,,,,,,,,,,,,, +4597,New Zealand,2007,0,11,1,7,4,4,8,1,14,7,8,6,6,4,10,6,10,5,5,7,10,9,9,10,9,6,2,10,0,5,8,5,3,6,5,2,5,10,7,6,7,6,,,,,,,,,,,,,, +4598,New Zealand,2008,0,9,4,9,5,10,18,1,8,13,9,3,3,9,8,7,8,4,6,10,8,7,11,8,3,4,1,6,0,4,9,11,6,6,9,0,4,15,9,4,7,8,,,,,,,,,,,,,, +4599,New Zealand,2009,1,8,11,10,5,7,10,0,6,10,5,5,7,5,5,3,10,9,4,5,9,8,9,7,9,4,4,4,3,4,7,8,12,7,5,2,4,16,13,7,4,10,,,,,,,,,,,,,, +4600,New Zealand,2010,0,6,13,4,6,5,11,2,12,7,6,5,3,6,3,5,3,9,3,2,5,3,5,7,4,3,7,9,4,8,19,10,12,7,7,1,8,23,12,9,6,8,,,,,,,,,,,,,, +4601,New Zealand,2011,1,12,5,5,7,7,11,4,8,8,4,5,3,8,3,11,8,5,3,5,8,7,5,7,6,1,7,5,2,10,16,12,3,5,6,3,13,13,13,9,10,6,,,,,,,,,,,,,, +4602,New Zealand,2012,0,7,9,2,4,6,14,3,4,8,2,3,1,5,5,6,7,7,7,6,15,3,11,10,3,3,4,11,1,7,14,19,2,5,3,1,11,23,9,6,3,8,,,,,,,,,,,,,, +4603,New Zealand,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6,16,40,23,18,13,29,4,19,32,17,17,14,24 +4604,Nicaragua,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4605,Nicaragua,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4606,Nicaragua,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4607,Nicaragua,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4608,Nicaragua,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4609,Nicaragua,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4610,Nicaragua,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4611,Nicaragua,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4612,Nicaragua,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4613,Nicaragua,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4614,Nicaragua,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4615,Nicaragua,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4616,Nicaragua,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4617,Nicaragua,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4618,Nicaragua,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4619,Nicaragua,1995,23,178,172,175,126,96,92,24,176,215,98,83,64,46,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4620,Nicaragua,1996,27,231,200,191,120,94,94,33,200,199,137,77,63,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4621,Nicaragua,1997,18,211,210,163,115,90,83,37,212,223,117,77,61,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4622,Nicaragua,1998,24,221,193,155,106,94,110,34,202,215,114,64,61,55,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4623,Nicaragua,1999,26,217,212,167,125,75,85,27,194,168,108,73,42,45,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4624,Nicaragua,2000,18,194,174,147,108,64,90,34,188,173,98,76,46,61,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4625,Nicaragua,2001,24,213,203,139,93,75,95,32,188,173,92,67,52,64,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4626,Nicaragua,2002,22,168,180,140,101,73,74,26,149,135,91,72,45,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4627,Nicaragua,2003,14,179,210,135,103,68,65,42,174,150,91,71,54,48,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4628,Nicaragua,2004,24,161,179,105,104,87,72,23,159,154,90,75,44,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4629,Nicaragua,2005,17,163,159,116,106,61,79,23,135,122,103,61,54,47,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4630,Nicaragua,2006,15,162,151,129,98,90,72,25,168,144,90,65,38,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4631,Nicaragua,2007,16,172,194,144,130,77,91,27,158,168,100,76,45,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,30,40,30,10,10,5,0,20,52,20,5,10,5,,,,,,,,,,,,,, +4632,Nicaragua,2008,20,174,190,130,108,90,67,38,165,164,93,54,54,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,30,20,10,20,10,20,0,10,10,10,10,10,15,,,,,,,,,,,,,, +4633,Nicaragua,2009,,,,,,,,,,,,,,,33,166,168,121,98,79,77,35,122,139,80,60,52,47,33,166,168,121,98,79,77,35,122,139,80,60,52,47,,,,,,,,,,,,,, +4634,Nicaragua,2010,22,157,189,141,115,82,108,27,154,149,92,75,50,79,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4635,Nicaragua,2011,10,273,235,156,108,61,94,4,61,145,161,108,64,72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4636,Nicaragua,2012,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4637,Nicaragua,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,28,206,171,143,116,52,38,31,203,161,146,121,85,39 +4638,Niger,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4639,Niger,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4640,Niger,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4641,Niger,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4642,Niger,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4643,Niger,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4644,Niger,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4645,Niger,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4646,Niger,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4647,Niger,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4648,Niger,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4649,Niger,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4650,Niger,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4651,Niger,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4652,Niger,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4653,Niger,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4654,Niger,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4655,Niger,1997,4,148,395,215,92,58,25,7,70,112,67,58,14,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4656,Niger,1998,4,218,511,399,234,159,61,14,92,160,126,86,46,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4657,Niger,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4658,Niger,2000,29,270,174,441,252,151,78,31,123,206,168,151,63,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4659,Niger,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4660,Niger,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4661,Niger,2003,41,485,1051,779,512,299,169,30,201,356,279,177,83,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4662,Niger,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4663,Niger,2005,35,557,1204,819,497,350,198,34,214,388,330,223,131,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4664,Niger,2006,25,537,1265,909,487,359,217,37,270,427,306,207,149,84,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4665,Niger,2007,40,571,1380,958,577,405,249,57,287,412,323,248,157,109,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4666,Niger,2008,35,659,1453,852,562,429,333,57,259,414,307,237,146,110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4667,Niger,2009,52,602,1552,1019,654,478,328,36,248,464,339,239,209,127,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4668,Niger,2010,44,669,1587,988,615,415,342,39,272,418,347,238,174,135,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4669,Niger,2011,50,709,1673,1025,646,436,347,50,285,449,323,278,189,147,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4670,Niger,2012,40,702,1752,1133,747,444,360,48,260,485,302,237,214,124,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4671,Niger,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,57,749,1834,1151,677,515,405,47,287,487,353,253,216,151 +4672,Nigeria,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4673,Nigeria,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4674,Nigeria,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4675,Nigeria,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4676,Nigeria,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4677,Nigeria,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4678,Nigeria,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4679,Nigeria,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4680,Nigeria,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4681,Nigeria,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4682,Nigeria,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4683,Nigeria,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4684,Nigeria,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4685,Nigeria,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4686,Nigeria,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4687,Nigeria,1995,450,845,921,937,557,611,515,404,842,795,770,724,654,451,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4688,Nigeria,1996,234,2097,2557,1791,853,486,309,411,1954,2175,1253,871,458,215,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4689,Nigeria,1997,116,1518,2095,1177,734,436,338,156,1556,1517,753,458,261,120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4690,Nigeria,1998,125,1798,2543,1282,889,451,369,169,1856,1808,881,560,298,132,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4691,Nigeria,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4692,Nigeria,2000,157,2173,3164,1836,1091,566,463,239,2934,2434,1110,676,344,231,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4693,Nigeria,2001,164,2196,3281,2076,1283,654,488,272,2619,2510,1201,715,387,251,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4694,Nigeria,2002,163,2274,3719,2283,1352,696,534,242,2633,2884,1368,787,420,241,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4695,Nigeria,2003,267,3263,5388,3590,2106,1139,719,356,3394,3956,1973,1159,536,327,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4696,Nigeria,2004,408,3679,6252,4262,2614,1310,1267,469,3768,4463,2220,1495,981,567,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4697,Nigeria,2005,325,3824,6758,4544,2863,1464,950,482,3996,4884,2448,1350,745,415,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4698,Nigeria,2006,247,4488,8145,5517,3330,1431,897,385,4029,5430,2516,1894,1049,545,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4699,Nigeria,2007,503,4251,8541,5776,3767,1853,1341,685,4522,5944,3088,1926,1194,625,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4700,Nigeria,2008,579,4518,8910,6210,3821,1987,1267,745,4431,6391,3351,2057,1099,660,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4701,Nigeria,2009,711,4342,8649,5975,3766,2057,1269,804,4199,6100,3473,1872,1023,623,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4702,Nigeria,2010,521,4457,9186,6218,3804,1974,1363,595,4182,6117,3431,1846,1040,682,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4703,Nigeria,2011,529,4549,9520,6550,4230,2248,1443,578,4198,6168,3574,2014,1112,724,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4704,Nigeria,2012,538,5026,10382,7684,4589,2449,1686,649,4652,6762,4084,2243,1290,867,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4705,Nigeria,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3008,7843,16463,13958,8853,5140,4256,2768,7278,11994,8295,5172,2939,2434 +4706,Niue,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4707,Niue,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4708,Niue,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4709,Niue,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4710,Niue,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4711,Niue,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4712,Niue,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4713,Niue,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4714,Niue,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4715,Niue,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4716,Niue,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4717,Niue,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4718,Niue,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4719,Niue,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4720,Niue,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4721,Niue,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4722,Niue,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4723,Niue,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4724,Niue,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4725,Niue,1999,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4726,Niue,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4727,Niue,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4728,Niue,2002,,,,,,,,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4729,Niue,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4730,Niue,2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4731,Niue,2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4732,Niue,2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4733,Niue,2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4734,Niue,2008,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4735,Niue,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4736,Niue,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4737,Niue,2011,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4738,Niue,2012,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4739,Niue,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4740,Northern Mariana Islands,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4741,Northern Mariana Islands,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4742,Northern Mariana Islands,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4743,Northern Mariana Islands,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4744,Northern Mariana Islands,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4745,Northern Mariana Islands,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4746,Northern Mariana Islands,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4747,Northern Mariana Islands,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4748,Northern Mariana Islands,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4749,Northern Mariana Islands,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4750,Northern Mariana Islands,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4751,Northern Mariana Islands,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4752,Northern Mariana Islands,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4753,Northern Mariana Islands,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4754,Northern Mariana Islands,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4755,Northern Mariana Islands,1995,1,1,3,5,10,3,3,0,0,2,6,4,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4756,Northern Mariana Islands,1996,0,2,8,5,3,1,1,1,1,1,0,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4757,Northern Mariana Islands,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4758,Northern Mariana Islands,1998,0,0,6,3,5,2,2,0,3,4,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4759,Northern Mariana Islands,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4760,Northern Mariana Islands,2000,1,4,8,9,9,3,2,0,10,17,7,3,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4761,Northern Mariana Islands,2001,0,1,3,0,4,2,0,0,5,4,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4762,Northern Mariana Islands,2002,1,2,3,7,10,5,2,0,9,10,3,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4763,Northern Mariana Islands,2003,0,2,2,2,1,0,2,1,3,0,2,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4764,Northern Mariana Islands,2004,0,0,2,2,4,1,0,0,1,2,1,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4765,Northern Mariana Islands,2005,0,0,1,3,4,1,2,0,0,0,1,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4766,Northern Mariana Islands,2006,0,0,2,3,1,0,0,0,2,2,3,1,0,1,1,0,1,7,5,2,1,0,6,4,1,1,3,0,0,0,0,0,1,0,1,0,0,0,2,0,0,0,,,,,,,,,,,,,, +4767,Northern Mariana Islands,2007,0,0,0,3,4,0,2,0,0,2,1,1,1,2,1,1,3,8,0,4,0,0,1,3,4,2,1,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,,,,,,,,,,,,,, +4768,Northern Mariana Islands,2008,0,1,0,1,5,0,3,0,0,0,2,0,1,0,0,0,0,5,2,1,0,0,1,1,0,1,1,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,,,,,,,,,,,,,, +4769,Northern Mariana Islands,2009,0,0,1,4,4,3,1,0,1,0,0,1,1,0,0,0,1,1,2,5,0,0,2,1,1,3,0,0,0,0,0,1,1,0,0,0,0,0,0,4,0,0,,,,,,,,,,,,,, +4770,Northern Mariana Islands,2010,0,2,0,0,3,3,0,0,2,0,1,3,2,1,0,1,1,1,2,2,2,0,0,2,1,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4771,Northern Mariana Islands,2011,0,0,0,0,1,5,3,0,0,1,0,2,3,0,0,0,0,2,3,6,0,0,1,0,1,2,1,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,,,,,,,,,,,,,, +4772,Northern Mariana Islands,2012,0,0,0,3,1,1,0,0,0,3,1,0,0,0,0,1,1,6,3,2,2,0,0,4,3,1,0,1,0,0,0,0,1,2,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4773,Northern Mariana Islands,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,2,2,1,3,5,2,0,1,4,2,6,4,1 +4774,Norway,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4775,Norway,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4776,Norway,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4777,Norway,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4778,Norway,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4779,Norway,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4780,Norway,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4781,Norway,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4782,Norway,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4783,Norway,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4784,Norway,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4785,Norway,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4786,Norway,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4787,Norway,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4788,Norway,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4789,Norway,1995,0,4,8,6,3,5,12,0,4,7,2,0,3,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4790,Norway,1996,3,8,7,14,6,2,24,1,4,10,5,2,0,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4791,Norway,1997,3,6,10,7,6,2,27,0,3,4,8,4,2,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4792,Norway,1998,0,1,4,3,1,2,17,0,8,2,3,1,2,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4793,Norway,1999,0,2,5,3,2,1,1,0,3,2,2,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4794,Norway,2000,0,1,9,3,6,2,4,1,3,1,,,2,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4795,Norway,2001,0,6,8,8,4,1,8,1,6,9,1,1,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4796,Norway,2002,0,4,4,4,2,0,4,0,3,5,1,2,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4797,Norway,2003,0,3,3,4,4,2,2,0,4,9,4,2,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4798,Norway,2004,1,5,6,6,1,1,2,0,3,8,4,2,1,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4799,Norway,2005,0,9,4,6,4,4,3,0,4,7,2,1,0,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4800,Norway,2006,0,5,10,5,3,3,1,1,5,5,2,2,1,3,6,11,10,9,7,6,14,8,12,24,8,4,5,7,2,12,13,9,4,4,2,5,13,12,14,5,0,4,,,,,,,,,,,,,, +4801,Norway,2007,,4,12,2,3,1,2,1,4,2,5,1,,1,5,14,17,16,3,3,8,4,13,20,5,5,2,13,2,12,11,14,6,0,8,7,11,19,10,4,2,10,,,,,,,,,,,,,, +4802,Norway,2008,1,10,8,7,2,4,3,0,1,6,4,0,1,6,1,14,13,3,4,2,8,6,10,12,12,3,1,2,7,5,22,5,4,3,6,5,5,23,8,3,2,10,,,,,,,,,,,,,, +4803,Norway,2009,0,6,14,5,1,2,0,1,2,5,4,1,1,3,6,24,25,9,5,4,6,4,10,20,8,1,3,4,1,11,21,12,1,3,2,1,16,13,12,4,1,3,,,,,,,,,,,,,, +4804,Norway,2010,0,9,9,7,1,4,2,0,5,7,3,2,0,1,4,15,20,10,3,2,7,1,8,19,10,2,6,3,2,11,27,10,4,4,1,5,8,22,12,5,4,1,,,,,,,,,,,,,, +4805,Norway,2011,0,3,7,3,3,1,1,0,14,7,0,1,0,1,5,23,20,10,7,4,10,4,12,25,4,3,1,4,1,21,26,7,8,2,3,6,14,26,11,5,4,3,,,,,,,,,,,,,, +4806,Norway,2012,1,8,15,5,8,5,2,0,2,8,1,4,1,1,5,25,15,10,8,5,7,5,12,22,11,4,4,7,3,10,23,11,3,1,3,4,14,25,17,6,3,5,,,,,,,,,,,,,, +4807,Norway,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7,54,57,30,13,14,11,10,46,60,26,10,8,16 +4808,Oman,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4809,Oman,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4810,Oman,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4811,Oman,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4812,Oman,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4813,Oman,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4814,Oman,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4815,Oman,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4816,Oman,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4817,Oman,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4818,Oman,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4819,Oman,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4820,Oman,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4821,Oman,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4822,Oman,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4823,Oman,1995,1,7,12,7,7,10,11,2,18,13,5,5,6,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4824,Oman,1996,0,15,14,8,11,8,11,3,18,4,3,5,1,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4825,Oman,1997,0,18,16,14,10,11,10,2,14,7,4,5,4,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4826,Oman,1998,0,18,9,8,14,9,12,3,14,6,6,5,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4827,Oman,1999,2,10,11,23,15,7,10,3,16,4,6,1,4,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4828,Oman,2000,1,8,9,11,12,9,11,2,17,5,7,5,11,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4829,Oman,2001,1,10,8,12,6,8,8,4,17,8,5,9,5,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4830,Oman,2002,7,22,18,20,16,26,20,16,41,15,12,13,7,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4831,Oman,2003,5,28,32,31,29,13,15,10,26,18,12,13,11,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4832,Oman,2004,1,15,12,23,30,12,14,0,0,9,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4833,Oman,2005,1,21,11,24,15,19,5,2,13,5,3,4,5,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4834,Oman,2006,6,18,19,18,18,12,2,2,21,22,7,13,12,14,10,17,23,14,8,6,9,11,19,7,3,8,8,7,7,11,16,9,4,4,5,6,17,8,4,8,5,4,,,,,,,,,,,,,, +4835,Oman,2007,0,16,25,25,20,13,8,3,22,13,11,10,7,14,6,3,4,1,1,2,5,1,4,2,0,2,1,1,3,9,8,10,6,2,4,7,17,8,8,5,10,5,,,,,,,,,,,,,, +4836,Oman,2008,0,18,28,28,28,14,10,1,20,10,4,4,5,1,4,5,7,9,1,3,4,0,6,2,2,3,0,2,2,14,17,10,5,6,1,6,26,13,7,8,12,2,,,,,,,,,,,,,, +4837,Oman,2009,0,28,35,23,13,10,11,2,11,14,4,6,1,6,2,6,6,4,2,6,4,0,2,0,0,0,2,2,4,11,14,11,3,8,7,7,12,26,6,11,3,4,,,,,,,,,,,,,, +4838,Oman,2010,2,12,27,15,16,8,10,3,18,22,6,4,4,5,2,1,5,2,2,3,5,2,3,1,0,1,0,1,1,8,16,7,8,8,6,4,18,21,9,8,4,6,,,,,,,,,,,,,, +4839,Oman,2011,1,17,25,12,23,10,11,5,20,21,9,13,7,6,0,3,7,3,1,1,4,0,3,4,2,0,1,3,5,11,16,9,4,6,4,7,17,15,9,12,6,1,,,,,,,,,,,,,, +4840,Oman,2012,0,18,33,23,12,8,19,0,20,37,10,10,9,6,3,6,5,3,2,2,1,2,3,5,2,2,1,2,4,12,18,11,14,5,9,5,9,18,7,7,6,6,,,,,,,,,,,,,, +4841,Oman,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6,32,49,44,19,20,21,10,41,42,14,11,12,9 +4842,Pakistan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4843,Pakistan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4844,Pakistan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4845,Pakistan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4846,Pakistan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4847,Pakistan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4848,Pakistan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4849,Pakistan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4850,Pakistan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4851,Pakistan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4852,Pakistan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4853,Pakistan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4854,Pakistan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4855,Pakistan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4856,Pakistan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4857,Pakistan,1995,29,274,230,178,140,124,95,85,375,381,267,178,143,79,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4858,Pakistan,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4859,Pakistan,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4860,Pakistan,1998,59,633,449,328,335,194,137,159,735,507,260,209,90,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4861,Pakistan,1999,49,229,178,65,211,162,113,33,259,373,97,146,243,114,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4862,Pakistan,2000,55,498,387,256,232,153,130,130,591,416,274,163,103,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4863,Pakistan,2001,139,1191,891,673,664,496,306,241,1007,915,650,421,252,142,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4864,Pakistan,2002,225,1964,1734,1270,1113,864,554,512,2401,1917,1283,809,539,303,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4865,Pakistan,2003,284,2605,2346,1851,1652,1288,870,622,3007,2471,1669,1280,845,503,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4866,Pakistan,2004,363,3812,3309,2676,2329,2057,1581,950,4281,3656,2452,1794,1350,837,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4867,Pakistan,2005,621,5278,4759,4263,3834,3332,2453,1447,6463,5611,3987,2866,2060,1338,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4868,Pakistan,2006,820,7290,6896,5594,5427,4392,3439,1941,8410,7030,5404,3913,2802,1950,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4869,Pakistan,2007,1017,9598,8790,7717,7237,6258,5156,2443,11522,9162,7352,5496,4065,2934,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4870,Pakistan,2008,1213,10521,9889,8428,8284,6890,5959,2696,12838,10489,8146,6387,4750,3547,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4871,Pakistan,2009,1052,11090,10035,8472,8366,7053,5981,2595,13734,10512,8174,6332,4786,3492,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4872,Pakistan,2010,1548,11860,10462,8320,7969,6934,6066,3212,14481,10513,7749,6410,4879,4338,5631,0,0,0,0,0,0,6562,0,0,0,0,0,0,3293,0,0,0,0,0,0,4228,0,0,0,0,0,0,,,,,,,,,,,,,, +4873,Pakistan,2011,1216,12143,10515,8435,8608,7320,6323,2679,14652,10684,7880,6590,4977,3711,7094,,,,,,,7048,,,,,,,3346,,,,,,,4350,,,,,,,,,,,,,,,,,,,, +4874,Pakistan,2012,1317,12605,10838,8848,9026,7753,6492,2630,15445,10902,8263,6876,5494,4056,6391,,,,,,,7493,,,,,,,3673,,,,,,,4655,,,,,,,,,,,,,,,,,,,, +4875,Pakistan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12467,,,,,,,15646,,,,,, +4876,Palau,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4877,Palau,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4878,Palau,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4879,Palau,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4880,Palau,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4881,Palau,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4882,Palau,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4883,Palau,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4884,Palau,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4885,Palau,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4886,Palau,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4887,Palau,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4888,Palau,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4889,Palau,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4890,Palau,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4891,Palau,1995,0,2,3,0,2,1,0,0,0,0,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4892,Palau,1996,0,1,0,0,0,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4893,Palau,1997,0,0,1,2,0,2,0,0,0,0,2,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4894,Palau,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4895,Palau,1999,0,2,2,5,1,2,1,0,1,3,1,0,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4896,Palau,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4897,Palau,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4898,Palau,2002,1,0,1,1,2,2,1,0,0,3,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4899,Palau,2003,0,0,1,1,1,1,0,1,0,0,1,0,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4900,Palau,2004,,,,,1,2,,,,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4901,Palau,2005,,,2,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4902,Palau,2006,1,0,1,2,1,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,2,0,1,0,0,,,,,,,,,,,,,, +4903,Palau,2007,0,0,1,0,2,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,2,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4904,Palau,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4905,Palau,2009,0,0,0,0,1,1,1,0,0,0,0,1,0,2,0,0,0,0,1,1,1,0,0,0,0,1,0,2,0,0,0,1,0,2,1,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4906,Palau,2010,0,1,2,1,1,1,1,1,0,1,1,0,0,0,0,1,2,1,1,1,1,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4907,Palau,2011,0,0,0,1,0,2,0,0,0,1,0,0,0,0,0,0,0,0,1,1,0,0,0,1,0,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,,,,,,,,,,,,,, +4908,Palau,2012,0,0,0,0,0,0,0,0,0,0,1,1,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +4909,Palau,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,2,1,0,2,0,0,0,0,0,0,1,2 +4910,Panama,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4911,Panama,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4912,Panama,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4913,Panama,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4914,Panama,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4915,Panama,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4916,Panama,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4917,Panama,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4918,Panama,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4919,Panama,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4920,Panama,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4921,Panama,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4922,Panama,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4923,Panama,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4924,Panama,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4925,Panama,1995,86,155,193,112,126,42,83,72,120,111,75,57,16,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4926,Panama,1996,52,68,132,87,65,44,45,58,62,76,59,36,35,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4927,Panama,1997,41,79,173,117,75,70,39,23,45,86,46,23,26,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4928,Panama,1998,2,14,14,10,4,3,5,1,9,13,7,3,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4929,Panama,1999,38,107,209,134,106,81,72,53,83,100,62,52,43,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4930,Panama,2000,3,44,78,61,37,27,26,6,43,34,35,19,12,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4931,Panama,2001,7,58,109,89,73,50,39,9,45,70,46,27,12,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4932,Panama,2002,7,89,108,101,76,68,68,7,50,54,59,29,18,34,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4933,Panama,2003,10,91,122,81,74,61,67,14,51,77,50,30,24,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4934,Panama,2004,16,89,123,118,91,65,50,9,98,66,59,33,34,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4935,Panama,2005,5,76,129,129,84,57,49,11,73,81,62,33,30,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4936,Panama,2006,7,100,134,107,88,48,57,14,64,83,52,45,26,33,75,59,96,96,57,41,34,75,47,38,37,22,18,23,16,20,50,35,21,11,12,12,19,17,15,10,5,11,,,,,,,,,,,,,, +4937,Panama,2007,7,106,139,116,81,50,61,7,56,74,59,33,21,23,49,39,51,57,48,30,25,46,22,27,31,14,20,11,11,24,40,33,13,13,18,11,11,20,18,4,8,14,,,,,,,,,,,,,, +4938,Panama,2008,9,102,123,99,114,63,65,10,59,76,58,48,30,27,42,35,45,48,39,26,33,36,15,26,14,11,18,7,18,19,37,40,23,9,20,15,18,17,16,7,7,16,,,,,,,,,,,,,, +4939,Panama,2009,10,58,101,110,69,57,63,6,59,68,68,43,24,32,56,31,52,49,34,21,25,55,18,28,26,10,12,19,14,34,43,33,16,24,24,19,19,21,15,11,6,8,,,,,,,,,,,,,, +4940,Panama,2010,6,70,123,81,65,61,51,6,55,55,46,43,24,31,65,43,48,41,32,32,37,50,17,21,15,24,6,14,22,29,51,54,18,19,15,25,15,18,14,8,6,8,,,,,,,,,,,,,, +4941,Panama,2011,10,100,108,94,105,62,48,10,57,65,63,46,43,50,48,28,54,62,33,28,27,46,20,25,22,9,8,30,13,18,33,39,19,19,13,13,19,14,5,9,7,13,,,,,,,,,,,,,, +4942,Panama,2012,19,88,103,104,67,51,61,9,62,57,45,46,22,44,72,39,57,32,35,28,23,35,20,23,27,16,13,14,21,35,50,29,17,14,15,8,11,13,12,7,6,10,,,,,,,,,,,,,, +4943,Panama,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,54,142,217,161,150,74,114,59,89,103,80,64,47,70 +4944,Papua New Guinea,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4945,Papua New Guinea,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4946,Papua New Guinea,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4947,Papua New Guinea,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4948,Papua New Guinea,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4949,Papua New Guinea,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4950,Papua New Guinea,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4951,Papua New Guinea,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4952,Papua New Guinea,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4953,Papua New Guinea,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4954,Papua New Guinea,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4955,Papua New Guinea,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4956,Papua New Guinea,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4957,Papua New Guinea,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4958,Papua New Guinea,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4959,Papua New Guinea,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4960,Papua New Guinea,1996,11,31,25,18,4,3,2,11,41,30,11,10,6,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4961,Papua New Guinea,1997,2,9,8,5,2,2,0,1,11,5,3,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4962,Papua New Guinea,1998,9,69,57,30,25,14,4,11,94,51,27,21,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4963,Papua New Guinea,1999,1,33,25,9,8,3,0,0,32,20,13,6,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4964,Papua New Guinea,2000,8,87,70,30,21,12,5,6,77,45,21,15,5,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4965,Papua New Guinea,2001,4,101,72,29,26,9,4,7,91,64,32,17,5,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4966,Papua New Guinea,2002,18,139,133,74,62,37,6,22,160,149,60,47,18,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4967,Papua New Guinea,2003,17,190,153,96,65,32,7,28,193,171,59,29,20,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4968,Papua New Guinea,2004,28,153,138,90,61,43,6,30,164,161,66,38,18,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4969,Papua New Guinea,2005,28,183,205,108,94,48,12,38,200,204,124,65,35,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4970,Papua New Guinea,2006,32,221,220,122,84,48,3,41,226,215,142,75,24,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4971,Papua New Guinea,2007,16,178,171,112,67,50,6,32,148,153,84,36,15,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4972,Papua New Guinea,2008,65,250,207,160,95,58,12,71,261,230,113,75,48,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4973,Papua New Guinea,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4974,Papua New Guinea,2010,37,279,260,196,135,87,27,64,313,292,191,97,52,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4975,Papua New Guinea,2011,50,278,265,152,122,71,18,53,302,272,146,97,55,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4976,Papua New Guinea,2012,54,415,387,250,182,121,37,55,398,395,208,156,95,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4977,Papua New Guinea,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4978,Paraguay,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4979,Paraguay,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4980,Paraguay,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4981,Paraguay,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4982,Paraguay,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4983,Paraguay,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4984,Paraguay,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4985,Paraguay,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4986,Paraguay,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4987,Paraguay,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4988,Paraguay,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4989,Paraguay,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4990,Paraguay,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4991,Paraguay,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4992,Paraguay,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4993,Paraguay,1995,18,64,71,96,74,57,61,13,65,49,46,35,34,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4994,Paraguay,1996,17,84,100,79,91,63,49,16,80,91,50,50,48,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4995,Paraguay,1997,25,100,82,75,76,58,74,27,91,72,58,48,50,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4996,Paraguay,1998,14,100,101,96,82,66,85,17,87,55,37,36,34,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4997,Paraguay,1999,19,113,157,111,114,69,67,22,84,72,56,43,48,60,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4998,Paraguay,2000,16,112,103,105,86,80,71,12,69,86,41,41,30,46,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4999,Paraguay,2001,18,114,106,85,89,74,73,22,91,71,46,51,31,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5000,Paraguay,2002,20,119,127,112,105,78,78,12,88,83,50,36,55,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5001,Paraguay,2003,11,163,174,109,123,81,91,28,87,71,77,50,40,61,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5002,Paraguay,2004,18,160,132,120,107,103,121,21,106,87,69,63,50,43,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5003,Paraguay,2005,23,168,185,136,117,87,99,31,89,98,69,52,29,71,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5004,Paraguay,2006,20,188,221,143,150,124,116,16,130,79,73,55,63,66,131,40,46,35,45,51,59,149,36,30,25,33,20,41,21,13,18,24,7,14,15,14,11,11,7,9,1,9,,,,,,,,,,,,,, +5005,Paraguay,2007,14,171,221,152,135,94,100,15,100,98,46,46,34,47,153,36,47,43,49,41,51,126,20,27,23,16,27,24,16,28,19,20,24,10,22,16,12,13,13,6,4,11,,,,,,,,,,,,,, +5006,Paraguay,2008,11,238,227,138,138,91,90,10,92,87,60,61,42,56,77,44,37,45,45,42,66,63,33,28,12,14,13,33,15,22,29,31,22,18,22,20,12,15,6,11,5,12,,,,,,,,,,,,,, +5007,Paraguay,2009,15,203,263,173,155,120,102,15,121,101,53,62,41,57,74,20,37,29,37,23,27,87,19,14,11,14,10,23,18,32,34,28,28,13,30,14,21,23,13,13,7,9,,,,,,,,,,,,,, +5008,Paraguay,2010,18,163,244,129,143,103,99,18,106,99,39,50,46,45,80,28,28,32,29,36,55,73,23,24,8,27,13,33,14,23,41,26,22,22,25,16,11,20,12,10,9,14,,,,,,,,,,,,,, +5009,Paraguay,2011,9,182,238,135,151,124,103,14,110,103,55,39,36,62,114,26,39,36,31,38,33,68,30,19,17,24,14,17,16,26,39,35,18,19,13,13,17,21,15,2,7,8,,,,,,,,,,,,,, +5010,Paraguay,2012,4,180,230,158,143,116,129,16,95,98,60,55,38,60,108,27,34,30,31,32,36,83,23,27,7,25,11,17,15,20,29,23,23,13,21,10,15,20,10,6,9,7,,,,,,,,,,,,,, +5011,Paraguay,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,266,380,226,237,168,184,84,152,141,91,85,52,78 +5012,Peru,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5013,Peru,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5014,Peru,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5015,Peru,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5016,Peru,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5017,Peru,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5018,Peru,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5019,Peru,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5020,Peru,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5021,Peru,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5022,Peru,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5023,Peru,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5024,Peru,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5025,Peru,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5026,Peru,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5027,Peru,1995,147,1311,849,454,322,200,216,149,1005,660,373,259,162,152,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5028,Peru,1996,151,1351,789,420,261,190,167,169,896,561,290,171,132,144,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5029,Peru,1997,745,6913,3853,1971,1174,842,748,864,4560,2784,1224,734,590,496,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5030,Peru,1998,704,6271,3987,2095,1337,831,889,862,4560,2894,1431,686,537,623,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5031,Peru,1999,712,4861,3007,1586,852,624,714,700,4783,2958,1560,838,613,703,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5032,Peru,2000,552,5290,2875,1546,1041,801,796,633,3686,2472,1156,609,499,624,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5033,Peru,2001,11,5591,2887,1550,979,843,696,11,4015,2382,1117,626,480,497,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5034,Peru,2002,65,983,622,298,194,164,138,62,688,496,251,129,96,100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5035,Peru,2003,101,758,506,355,206,139,165,107,659,380,228,138,106,98,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5036,Peru,2004,385,3860,2085,1357,894,747,675,410,3258,1935,1094,678,440,471,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5037,Peru,2005,371,3802,2670,1513,1075,641,708,375,2674,2111,1046,699,333,472,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5038,Peru,2006,400,4071,2470,1494,1106,884,869,435,2713,1852,1082,762,557,556,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5039,Peru,2007,395,3436,2239,1585,1152,654,702,335,2684,1603,1127,813,402,669,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5040,Peru,2008,84,3406,2233,1564,1121,608,921,52,2644,1599,1112,791,373,899,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5041,Peru,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5042,Peru,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5043,Peru,2011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5044,Peru,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5045,Peru,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,960,5129,3521,2319,1655,1443,1738,854,2945,2219,1387,1372,860,1102 +5046,Philippines,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5047,Philippines,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5048,Philippines,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5049,Philippines,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5050,Philippines,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5051,Philippines,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5052,Philippines,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5053,Philippines,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5054,Philippines,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5055,Philippines,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5056,Philippines,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5057,Philippines,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5058,Philippines,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5059,Philippines,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5060,Philippines,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5061,Philippines,1995,2,43,56,61,46,47,26,1,20,32,26,20,19,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5062,Philippines,1996,1,26,47,58,50,28,28,1,11,20,19,15,5,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5063,Philippines,1997,5,136,273,303,262,238,129,6,80,111,131,110,98,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5064,Philippines,1998,2,157,292,356,256,206,81,4,76,109,119,106,69,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5065,Philippines,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5066,Philippines,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5067,Philippines,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5068,Philippines,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5069,Philippines,2003,356,6360,9302,11458,10713,6445,3648,300,3218,4551,4761,4000,2858,2018,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5070,Philippines,2004,312,6792,10328,12229,11413,7526,4289,291,3507,5090,5008,4327,3210,2183,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5071,Philippines,2005,482,7358,11275,13253,12531,7646,4279,374,3710,5268,5565,4603,3274,2029,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5072,Philippines,2006,419,7878,11697,13478,12733,8074,4640,379,4337,5746,5630,5007,3485,2237,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5073,Philippines,2007,466,8524,11781,13810,12846,8481,4862,380,4389,5594,5291,4612,3313,2217,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5074,Philippines,2008,369,8735,11741,13529,12808,8249,4348,341,4529,5452,5123,4527,3086,2188,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5075,Philippines,2009,487,9348,12430,13712,13111,8585,4617,412,4895,5724,5516,4628,3203,2138,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5076,Philippines,2010,511,9320,12224,13716,13651,8923,4742,454,4825,5489,5301,4643,3329,2070,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5077,Philippines,2011,573,9725,12804,14474,14002,9568,4845,448,5155,5848,5521,4880,3501,2236,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5078,Philippines,2012,583,9754,12576,14140,13996,9676,5097,466,5104,5954,5584,5068,3605,2380,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5079,Philippines,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1207,10305,12591,14203,14282,9871,5561,858,5466,5798,5555,5127,3835,2562 +5080,Poland,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5081,Poland,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5082,Poland,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5083,Poland,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5084,Poland,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5085,Poland,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5086,Poland,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5087,Poland,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5088,Poland,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5089,Poland,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5090,Poland,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5091,Poland,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5092,Poland,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5093,Poland,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5094,Poland,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5095,Poland,1995,3,122,295,795,565,369,377,4,129,163,225,111,107,414,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5096,Poland,1996,10,248,545,1365,1128,687,724,9,180,324,415,202,159,823,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5097,Poland,1997,3,104,278,781,594,374,359,7,91,155,205,96,94,345,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5098,Poland,1998,4,99,266,752,647,311,367,5,102,161,219,127,81,361,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5099,Poland,1999,0,84,219,681,654,305,306,10,95,113,178,129,81,322,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5100,Poland,2000,1,99,303,812,782,361,434,1,99,158,211,170,82,421,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5101,Poland,2001,5,78,242,603,662,275,322,4,99,148,170,124,63,360,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5102,Poland,2002,4,100,206,515,687,264,309,7,90,135,157,148,70,368,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5103,Poland,2003,2,93,234,436,653,305,349,3,91,108,152,132,65,358,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5104,Poland,2004,1,85,225,425,664,243,292,2,92,136,126,118,79,285,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5105,Poland,2005,3,109,199,389,639,292,310,3,95,142,112,151,63,316,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5106,Poland,2006,1,92,215,390,649,357,285,1,83,142,112,118,72,318,14,122,210,387,710,514,655,10,115,200,197,283,185,500,23,27,36,42,74,58,93,20,22,32,44,43,52,124,,,,,,,,,,,,,, +5107,Poland,2007,2,85,213,395,677,344,285,4,65,149,120,132,79,277,13,127,238,344,759,548,635,14,122,211,219,250,191,479,21,24,27,50,72,48,74,17,10,25,35,39,53,97,,,,,,,,,,,,,, +5108,Poland,2008,6,66,175,397,653,355,239,3,65,106,112,132,77,264,19,104,240,331,620,575,604,13,78,168,155,235,228,465,14,19,40,29,63,59,86,21,20,31,25,40,46,83,,,,,,,,,,,,,, +5109,Poland,2009,2,84,207,340,594,410,256,5,60,129,86,136,76,273,16,103,195,348,682,585,668,13,102,181,181,261,228,484,25,21,32,50,54,57,64,38,11,22,23,37,46,83,,,,,,,,,,,,,, +5110,Poland,2010,3,70,205,310,574,393,237,2,59,118,82,104,82,245,8,81,212,312,571,608,574,9,104,165,171,163,222,425,17,11,29,33,59,65,73,22,15,16,22,36,40,63,,,,,,,,,,,,,, +5111,Poland,2011,5,69,187,314,560,439,275,1,67,96,90,130,99,255,27,111,230,324,653,728,731,27,99,208,167,245,288,506,29,20,25,32,57,73,84,22,16,24,27,21,46,108,,,,,,,,,,,,,, +5112,Poland,2012,1,82,183,306,471,438,267,1,54,96,106,102,100,226,20,121,200,301,554,632,586,29,102,128,140,211,233,472,22,20,23,27,36,64,73,21,17,12,28,25,42,93,,,,,,,,,,,,,, +5113,Poland,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,51,182,441,669,1119,1297,1061,65,145,246,284,333,372,778 +5114,Portugal,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5115,Portugal,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5116,Portugal,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5117,Portugal,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5118,Portugal,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5119,Portugal,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5120,Portugal,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5121,Portugal,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5122,Portugal,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5123,Portugal,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5124,Portugal,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5125,Portugal,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5126,Portugal,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5127,Portugal,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5128,Portugal,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5129,Portugal,1995,11,215,363,328,200,173,164,7,139,172,87,33,42,85,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5130,Portugal,1996,12,176,359,331,192,158,203,6,114,177,76,31,37,66,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5131,Portugal,1997,8,135,313,303,217,130,84,4,105,141,77,27,23,61,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5132,Portugal,1998,8,154,367,362,232,141,173,5,132,160,123,44,33,82,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5133,Portugal,1999,13,113,288,378,232,146,189,9,98,134,86,30,28,57,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5134,Portugal,2000,8,147,375,349,208,140,140,5,114,154,87,41,25,64,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5135,Portugal,2001,9,156,329,356,218,109,140,13,110,160,83,36,30,63,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5136,Portugal,2002,12,156,342,411,272,129,171,5,99,141,87,33,29,73,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5137,Portugal,2003,11,134,297,333,227,99,148,7,99,163,82,39,27,47,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5138,Portugal,2004,4,97,258,336,216,98,115,3,89,122,65,22,16,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5139,Portugal,2005,5,85,227,284,181,90,93,7,67,109,66,29,11,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5140,Portugal,2006,7,80,211,259,190,94,108,4,56,107,85,33,22,41,28,46,115,134,100,57,129,15,36,87,67,34,32,74,17,32,98,116,69,43,105,23,25,61,48,40,43,92,,,,,,,,,,,,,, +5141,Portugal,2007,4,69,178,268,188,82,112,2,49,95,61,27,12,26,20,51,113,148,104,64,106,17,44,72,67,32,15,55,14,31,88,104,47,41,95,12,19,52,65,41,41,85,,,,,,,,,,,,,, +5142,Portugal,2008,2,51,155,212,179,80,84,3,54,86,55,38,15,39,13,41,89,143,112,76,126,18,47,88,56,40,24,80,12,38,61,75,52,45,93,10,18,40,39,35,33,80,,,,,,,,,,,,,, +5143,Portugal,2009,2,74,141,204,184,81,89,2,56,91,55,26,15,39,17,33,76,115,88,79,115,24,33,75,51,39,24,58,14,24,71,80,56,42,103,14,31,60,58,41,38,83,,,,,,,,,,,,,, +5144,Portugal,2010,4,53,120,221,172,81,81,3,55,64,57,38,12,31,11,28,77,116,96,70,124,11,42,52,46,41,25,53,15,36,68,68,60,59,94,14,19,44,47,51,32,100,,,,,,,,,,,,,, +5145,Portugal,2011,2,60,91,187,188,82,78,4,43,59,59,31,12,28,10,52,55,114,125,89,109,17,27,53,52,30,24,60,13,27,50,68,77,48,84,3,28,29,46,39,51,87,,,,,,,,,,,,,, +5146,Portugal,2012,1,56,103,187,153,79,75,6,52,62,66,28,19,32,23,39,62,101,114,81,111,15,39,67,42,49,16,45,10,26,44,61,67,40,112,15,29,41,48,42,36,98,,,,,,,,,,,,,, +5147,Portugal,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,22,128,186,310,346,211,290,26,84,131,178,122,98,203 +5148,Puerto Rico,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5149,Puerto Rico,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5150,Puerto Rico,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5151,Puerto Rico,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5152,Puerto Rico,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5153,Puerto Rico,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5154,Puerto Rico,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5155,Puerto Rico,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5156,Puerto Rico,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5157,Puerto Rico,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5158,Puerto Rico,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5159,Puerto Rico,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5160,Puerto Rico,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5161,Puerto Rico,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5162,Puerto Rico,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5163,Puerto Rico,1995,4,3,12,20,15,9,19,1,2,6,5,7,4,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5164,Puerto Rico,1996,2,1,20,18,15,10,16,0,5,5,5,6,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5165,Puerto Rico,1997,1,4,13,18,19,13,18,0,3,6,3,5,14,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5166,Puerto Rico,1998,1,9,11,16,12,14,12,1,0,5,6,4,9,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5167,Puerto Rico,1999,0,5,9,22,9,11,20,1,4,5,3,6,5,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5168,Puerto Rico,2000,0,1,4,19,9,10,14,1,4,5,3,7,1,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5169,Puerto Rico,2001,0,5,4,11,12,6,11,0,3,1,4,9,2,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5170,Puerto Rico,2002,2,4,7,12,10,9,7,0,1,5,9,2,5,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5171,Puerto Rico,2003,0,3,5,8,10,12,9,0,3,2,3,1,3,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5172,Puerto Rico,2004,0,2,7,8,7,12,7,0,2,3,4,6,2,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5173,Puerto Rico,2005,0,4,4,7,9,7,7,0,3,2,5,4,1,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5174,Puerto Rico,2006,1,4,7,6,13,9,7,1,4,3,6,3,2,3,0,0,2,5,1,7,9,5,0,1,1,1,2,2,0,0,0,0,0,3,2,1,0,0,0,0,0,1,,,,,,,,,,,,,, +5175,Puerto Rico,2007,0,6,2,9,8,10,6,0,0,2,4,7,1,1,2,0,3,0,4,1,8,2,0,1,0,1,2,5,0,0,0,3,1,2,0,0,1,0,1,1,0,4,,,,,,,,,,,,,, +5176,Puerto Rico,2008,0,2,4,3,13,11,6,0,1,4,3,2,3,0,0,0,1,4,4,2,6,2,1,2,0,2,1,5,0,0,2,1,2,0,1,0,0,0,0,1,2,4,,,,,,,,,,,,,, +5177,Puerto Rico,2009,0,0,0,7,6,3,2,0,2,3,1,2,1,3,0,0,1,3,2,6,7,1,0,1,2,0,0,2,1,1,1,0,1,0,2,0,0,0,1,0,0,1,,,,,,,,,,,,,, +5178,Puerto Rico,2010,0,0,3,2,4,5,8,0,1,0,2,6,2,4,1,0,2,2,5,2,12,1,1,2,3,2,1,1,0,0,0,0,2,0,1,0,0,1,0,0,0,0,,,,,,,,,,,,,, +5179,Puerto Rico,2011,0,1,4,3,6,6,2,0,1,1,1,0,3,1,0,0,1,0,1,1,4,0,0,3,0,0,0,3,1,0,0,1,2,1,1,0,0,0,1,0,1,0,,,,,,,,,,,,,, +5180,Puerto Rico,2012,0,1,5,1,6,8,10,0,0,3,1,2,3,1,0,0,3,0,1,1,7,1,1,0,0,1,0,2,0,0,1,2,2,1,2,0,0,0,1,0,0,1,,,,,,,,,,,,,, +5181,Puerto Rico,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,2,2,5,13,7,8,0,2,1,3,1,3,3 +5182,Qatar,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5183,Qatar,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5184,Qatar,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5185,Qatar,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5186,Qatar,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5187,Qatar,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5188,Qatar,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5189,Qatar,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5190,Qatar,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5191,Qatar,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5192,Qatar,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5193,Qatar,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5194,Qatar,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5195,Qatar,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5196,Qatar,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5197,Qatar,1995,0,8,12,11,13,4,4,1,2,3,1,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5198,Qatar,1996,0,2,7,16,10,3,1,0,0,1,0,2,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5199,Qatar,1997,0,8,11,7,3,4,0,0,2,1,0,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5200,Qatar,1998,0,10,17,8,10,4,2,1,4,2,3,2,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5201,Qatar,1999,0,5,15,12,12,3,2,0,2,3,3,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5202,Qatar,2000,0,7,19,9,7,2,1,0,0,4,3,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5203,Qatar,2001,1,2,0,3,4,0,3,0,1,0,0,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5204,Qatar,2002,,8,12,9,8,1,3,,6,13,1,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5205,Qatar,2003,1,10,27,17,16,5,5,0,4,6,0,2,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5206,Qatar,2004,0,9,13,13,8,10,1,0,6,5,4,2,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5207,Qatar,2005,,19,15,17,19,5,1,,5,10,2,1,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5208,Qatar,2006,0,22,21,17,22,6,1,0,6,11,7,1,0,1,6,32,69,33,14,5,3,5,14,22,13,3,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5209,Qatar,2007,0,26,38,19,10,4,0,1,4,6,5,3,0,0,,,,,,,,,,,,,,,0,45,69,23,16,2,3,0,11,21,7,5,1,0,,,,,,,,,,,,,, +5210,Qatar,2008,1,47,67,26,18,10,2,0,4,14,6,2,0,2,2,21,31,16,6,4,3,0,10,13,2,2,0,2,2,56,109,41,5,3,1,4,9,8,8,3,2,3,,,,,,,,,,,,,, +5211,Qatar,2009,0,41,83,32,16,6,2,2,9,18,7,2,1,1,0,26,32,11,7,1,0,0,7,13,3,2,0,0,0,65,111,48,9,5,2,0,12,28,10,4,2,1,,,,,,,,,,,,,, +5212,Qatar,2010,0,59,72,38,22,5,0,0,7,16,2,1,1,0,2,27,32,17,3,0,1,0,8,8,1,1,1,0,0,49,101,33,7,4,3,0,13,27,12,4,3,0,,,,,,,,,,,,,, +5213,Qatar,2011,0,36,64,36,14,10,3,0,9,15,6,1,2,1,1,24,44,13,8,0,2,1,6,14,6,0,0,2,4,39,93,39,14,5,2,0,4,25,8,2,1,0,,,,,,,,,,,,,, +5214,Qatar,2012,0,34,52,45,21,8,0,2,6,9,1,1,0,1,3,30,39,16,5,3,0,1,9,9,5,2,0,0,1,34,82,39,12,3,0,3,4,22,11,3,2,1,,,,,,,,,,,,,, +5215,Qatar,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5216,Republic of Korea,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5217,Republic of Korea,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5218,Republic of Korea,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5219,Republic of Korea,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5220,Republic of Korea,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5221,Republic of Korea,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5222,Republic of Korea,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5223,Republic of Korea,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5224,Republic of Korea,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5225,Republic of Korea,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5226,Republic of Korea,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5227,Republic of Korea,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5228,Republic of Korea,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5229,Republic of Korea,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5230,Republic of Korea,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5231,Republic of Korea,1995,27,1131,1613,1425,1207,1307,1225,46,908,863,431,296,408,867,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5232,Republic of Korea,1996,31,1150,1587,1457,1118,1216,1116,32,950,827,460,297,340,839,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5233,Republic of Korea,1997,24,935,1276,1221,982,1069,1099,31,790,685,445,234,359,807,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5234,Republic of Korea,1998,19,977,1334,1329,999,1074,1119,37,765,708,455,238,393,912,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5235,Republic of Korea,1999,27,884,1205,1180,871,962,1136,40,704,653,402,256,306,933,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5236,Republic of Korea,2000,19,821,1085,988,853,731,901,25,546,544,393,220,295,795,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5237,Republic of Korea,2001,23,942,1415,1419,1293,1103,1361,45,839,890,489,326,390,1270,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5238,Republic of Korea,2002,20,806,1333,1374,1265,1029,1390,19,759,854,456,334,377,1329,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5239,Republic of Korea,2003,22,732,1208,1265,1207,992,1472,32,681,793,501,365,381,1325,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5240,Republic of Korea,2004,18,709,1276,1364,1248,1017,1595,26,659,847,496,340,360,1516,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5241,Republic of Korea,2005,22,687,1171,1326,1336,1005,1669,27,590,842,491,370,373,1729,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5242,Republic of Korea,2006,19,652,1109,1223,1406,955,1698,27,579,859,507,403,371,1705,119,1746,2130,1656,1783,1460,2342,114,1459,1649,943,806,693,1904,54,354,503,443,397,281,588,51,299,476,370,363,271,594,,,,,,,,,,,,,, +5243,Republic of Korea,2007,16,589,953,1144,1308,906,1684,34,570,807,466,387,347,1716,119,1722,1956,1721,1833,1437,2368,108,1429,1636,1002,853,679,1915,50,309,456,387,473,289,557,47,309,455,365,363,302,643,,,,,,,,,,,,,, +5244,Republic of Korea,2008,21,492,865,1093,1400,958,1848,32,483,722,483,402,360,1889,89,1472,1800,1586,1711,1333,2252,83,1239,1470,940,779,612,1926,52,372,524,495,487,344,680,44,324,489,406,467,317,812,,,,,,,,,,,,,, +5245,Republic of Korea,2009,25,567,803,1059,1417,992,1904,26,506,685,525,441,360,1975,101,1528,1693,1610,1722,1303,2359,102,1183,1524,969,814,634,2092,46,415,602,579,606,441,773,48,390,556,525,508,420,1014,,,,,,,,,,,,,, +5246,Republic of Korea,2010,22,537,705,1049,1496,1029,1997,23,472,686,509,487,368,2216,104,1575,1731,1570,1904,1589,2628,104,1125,1409,1005,904,769,2243,62,511,646,690,687,571,1088,56,439,685,644,780,584,1352,,,,,,,,,,,,,, +5247,Republic of Korea,2011,13,491,712,1019,1414,1145,2132,37,446,688,520,432,421,2244,114,1460,1614,1544,1892,1569,2585,117,1138,1459,942,908,743,2301,59,575,779,686,787,618,1163,62,416,727,721,802,628,1434,,,,,,,,,,,,,, +5248,Republic of Korea,2012,11,500,699,956,1562,1238,2255,22,436,664,444,377,397,2569,83,1289,1587,1628,2025,1790,2931,87,951,1387,946,846,805,2567,60,450,643,601,693,578,1105,37,369,574,632,728,620,1371,,,,,,,,,,,,,, +5249,Republic of Korea,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,106,2003,2836,3250,4664,4116,7470,120,1570,2554,2156,2196,1883,6649 +5250,Republic of Moldova,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5251,Republic of Moldova,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5252,Republic of Moldova,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5253,Republic of Moldova,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5254,Republic of Moldova,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5255,Republic of Moldova,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5256,Republic of Moldova,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5257,Republic of Moldova,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5258,Republic of Moldova,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5259,Republic of Moldova,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5260,Republic of Moldova,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5261,Republic of Moldova,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5262,Republic of Moldova,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5263,Republic of Moldova,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5264,Republic of Moldova,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5265,Republic of Moldova,1995,0,55,115,166,95,65,15,2,42,38,31,19,10,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5266,Republic of Moldova,1996,0,26,33,55,34,9,5,2,10,14,18,4,3,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5267,Republic of Moldova,1997,0,51,65,86,47,35,13,0,24,32,16,14,6,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5268,Republic of Moldova,1998,2,72,67,116,56,36,16,2,34,20,34,10,5,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5269,Republic of Moldova,1999,1,89,123,144,84,29,14,3,31,32,27,19,7,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5270,Republic of Moldova,2000,2,52,31,36,13,13,6,1,16,32,45,23,14,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5271,Republic of Moldova,2001,1,152,197,230,158,62,32,6,58,61,46,33,14,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5272,Republic of Moldova,2002,5,159,220,237,181,49,33,11,71,76,41,32,23,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5273,Republic of Moldova,2003,1,152,201,252,206,62,25,1,101,71,64,40,16,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5274,Republic of Moldova,2004,8,210,277,284,267,89,42,11,91,97,57,53,28,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5275,Republic of Moldova,2005,2,211,337,345,313,106,31,3,97,92,57,61,23,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5276,Republic of Moldova,2006,2,175,302,349,312,106,32,7,91,108,72,67,25,31,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5277,Republic of Moldova,2007,0,181,281,343,314,107,35,2,97,85,57,58,25,25,15,222,286,315,331,154,86,13,169,140,113,93,67,39,83,55,45,45,31,24,8,63,38,33,26,24,26,12,,,,,,,,,,,,,, +5278,Republic of Moldova,2008,1,167,271,314,317,105,32,4,85,81,57,52,22,25,9,196,330,268,296,145,72,9,174,163,97,95,49,39,85,43,33,40,31,26,7,52,31,30,31,33,25,9,,,,,,,,,,,,,, +5279,Republic of Moldova,2009,3,155,220,255,256,91,30,2,69,85,61,55,21,15,13,205,298,263,340,169,85,19,159,143,100,111,73,37,68,40,45,42,37,16,12,56,36,31,30,33,13,12,,,,,,,,,,,,,, +5280,Republic of Moldova,2010,0,119,243,244,248,113,21,6,47,90,46,47,23,20,10,194,344,320,323,179,66,15,153,163,106,101,57,42,58,42,32,25,33,19,9,48,30,34,24,21,17,13,,,,,,,,,,,,,, +5281,Republic of Moldova,2011,2,94,257,250,267,107,21,3,66,79,51,41,20,14,16,187,340,283,348,207,66,19,144,201,115,97,70,47,67,29,41,49,28,26,10,52,26,22,25,19,17,13,,,,,,,,,,,,,, +5282,Republic of Moldova,2012,0,99,234,256,284,131,31,3,58,95,48,56,26,25,4,159,295,311,316,234,73,13,122,181,126,109,77,42,63,35,36,29,32,15,16,62,23,24,19,14,15,13,,,,,,,,,,,,,, +5283,Republic of Moldova,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,71,250,679,773,787,528,157,63,194,310,234,182,166,91 +5284,Romania,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5285,Romania,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5286,Romania,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5287,Romania,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5288,Romania,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5289,Romania,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5290,Romania,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5291,Romania,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5292,Romania,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5293,Romania,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5294,Romania,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5295,Romania,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5296,Romania,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5297,Romania,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5298,Romania,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5299,Romania,1995,387,1662,2322,3608,2587,1751,784,355,1352,1240,871,479,396,417,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5300,Romania,1996,35,851,1640,2606,1901,1236,500,48,749,630,547,302,237,249,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5301,Romania,1997,31,1073,1618,2535,1990,1116,461,53,735,745,545,318,200,245,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5302,Romania,1998,21,895,1624,2327,1762,1011,522,43,725,692,448,300,219,232,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5303,Romania,1999,34,842,1524,2043,1653,918,472,48,732,709,496,318,198,317,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5304,Romania,2000,46,832,1508,1799,1684,916,533,53,701,766,484,341,207,321,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5305,Romania,2001,60,790,1670,1925,2000,975,685,70,713,825,497,391,228,347,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5306,Romania,2002,102,742,1682,1854,1914,854,605,74,669,839,435,370,202,351,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5307,Romania,2003,37,750,1565,1695,1953,836,594,58,667,770,470,412,196,404,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5308,Romania,2004,31,718,1582,1798,1999,917,629,59,682,797,546,458,230,432,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5309,Romania,2005,36,752,1511,1786,1999,952,638,55,758,780,493,374,219,442,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5310,Romania,2006,30,748,1306,1624,1738,847,580,37,669,763,448,334,224,465,237,633,752,762,946,575,591,240,632,604,417,292,209,364,278,489,299,272,285,194,234,231,361,264,203,210,145,200,,,,,,,,,,,,,, +5311,Romania,2007,25,706,1149,1559,1704,889,611,34,665,634,439,332,230,448,230,505,593,737,840,564,577,231,567,518,328,297,171,386,280,450,254,257,253,175,184,205,344,220,182,173,124,183,,,,,,,,,,,,,, +5312,Romania,2008,22,671,1124,1656,1713,977,625,37,557,567,518,320,225,499,197,485,574,645,805,570,510,214,489,480,336,273,161,354,224,468,254,240,229,200,208,222,324,183,177,164,121,156,,,,,,,,,,,,,, +5313,Romania,2009,24,726,969,1592,1599,1016,637,28,575,564,421,290,216,455,153,447,465,613,709,590,499,168,440,398,290,227,168,323,328,415,185,221,242,185,219,252,328,189,174,151,117,165,,,,,,,,,,,,,, +5314,Romania,2010,21,673,873,1343,1310,896,571,40,509,481,407,277,173,442,135,403,438,608,585,517,475,131,434,377,268,198,149,318,256,378,191,259,204,193,178,228,309,167,148,127,113,137,,,,,,,,,,,,,, +5315,Romania,2011,19,624,813,1194,1103,839,542,25,475,514,408,215,197,427,151,368,410,492,436,461,447,117,401,331,283,169,164,286,239,347,203,190,152,170,196,208,240,145,155,102,107,173,,,,,,,,,,,,,, +5316,Romania,2012,14,545,757,1282,1035,823,487,22,428,426,365,186,182,435,99,377,368,452,472,484,503,106,345,338,250,171,143,321,233,347,173,172,137,179,164,239,222,131,124,86,123,142,,,,,,,,,,,,,, +5317,Romania,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,355,1143,1372,2035,2175,1998,1298,340,1010,940,827,515,542,973 +5318,Russian Federation,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5319,Russian Federation,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5320,Russian Federation,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5321,Russian Federation,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5322,Russian Federation,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5323,Russian Federation,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5324,Russian Federation,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5325,Russian Federation,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5326,Russian Federation,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5327,Russian Federation,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5328,Russian Federation,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5329,Russian Federation,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5330,Russian Federation,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5331,Russian Federation,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5332,Russian Federation,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5333,Russian Federation,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5334,Russian Federation,1996,0,12,46,69,55,36,17,0,8,6,9,9,4,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5335,Russian Federation,1997,0,38,100,150,114,77,39,0,20,30,30,20,13,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5336,Russian Federation,1998,0,45,89,161,131,81,34,2,24,24,33,20,15,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5337,Russian Federation,1999,17,1858,4138,5037,3992,1618,859,33,761,1022,989,600,313,507,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5338,Russian Federation,2000,1,295,526,596,402,151,54,1,43,73,74,38,31,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5339,Russian Federation,2001,26,2124,4317,5912,5435,2026,941,37,1019,1315,1374,1040,442,598,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5340,Russian Federation,2002,0,2081,4497,6003,5810,2074,1061,0,1120,1496,1492,1100,452,632,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5341,Russian Federation,2003,0,2128,4812,5979,5924,2014,1058,0,1156,1753,1537,1281,462,698,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5342,Russian Federation,2004,18,2355,5079,6165,6053,2167,1184,45,1399,2051,1695,1415,528,736,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5343,Russian Federation,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5344,Russian Federation,2006,18,2445,5774,5923,6342,2440,1120,40,1514,2207,1703,1492,560,757,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5345,Russian Federation,2007,20,2492,6008,5874,6363,2491,1291,40,1444,2418,1684,1454,653,871,231,7272,14334,10846,10714,7884,2797,308,4925,6230,4014,3421,1505,1624,1430,1031,1537,928,828,415,337,1393,713,918,610,574,397,593,,,,,,,,,,,,,, +5346,Russian Federation,2008,12,2495,6475,6005,6300,2687,1147,33,1467,2569,1707,1530,687,835,224,7841,15551,11311,10958,5032,2541,302,4716,6743,4114,3327,1539,1576,1316,841,1455,787,797,468,358,1316,654,960,591,593,420,555,,,,,,,,,,,,,, +5347,Russian Federation,2009,22,2510,6544,5722,5952,2822,1014,33,1464,2602,1739,1390,713,824,192,7371,14965,10885,9969,5180,2241,260,4641,6746,4064,3222,1688,1507,1320,756,1582,860,793,462,314,1284,657,891,549,530,435,512,,,,,,,,,,,,,, +5348,Russian Federation,2010,8,2228,6276,5571,5361,2787,920,28,1247,2554,1719,1182,745,790,229,6571,14047,10430,8885,5056,2035,295,4094,6399,3841,2942,1698,1372,134,158,367,268,286,268,209,137,171,406,231,271,307,300,,,,,,,,,,,,,, +5349,Russian Federation,2011,15,1826,5726,5338,4928,2664,845,36,1139,2394,1643,1166,719,752,260,5545,13832,10353,8372,4780,1773,333,3850,6410,3869,2646,1765,1318,1506,588,1315,933,581,433,236,1395,434,880,507,405,386,424,,,,,,,,,,,,,, +5350,Russian Federation,2012,17,1568,5472,5115,4446,2629,839,31,997,2292,1595,1081,637,748,331,4711,13041,9560,7328,4586,1755,399,3154,6253,3727,2383,1560,1270,1445,593,1465,930,525,363,249,1465,421,870,534,376,388,393,,,,,,,,,,,,,, +5351,Russian Federation,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1626,5827,18096,15635,11218,7255,2677,1672,3740,8705,5501,3630,2589,2256 +5352,Rwanda,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5353,Rwanda,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5354,Rwanda,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5355,Rwanda,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5356,Rwanda,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5357,Rwanda,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5358,Rwanda,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5359,Rwanda,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5360,Rwanda,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5361,Rwanda,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5362,Rwanda,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5363,Rwanda,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5364,Rwanda,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5365,Rwanda,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5366,Rwanda,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5367,Rwanda,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5368,Rwanda,1996,48,222,398,325,124,85,24,45,229,278,161,47,23,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5369,Rwanda,1997,78,284,633,537,209,87,40,78,274,343,175,67,37,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5370,Rwanda,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5371,Rwanda,1999,93,245,530,424,224,70,31,59,189,262,166,49,31,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5372,Rwanda,2000,155,466,974,824,393,129,56,105,396,473,309,109,52,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5373,Rwanda,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5374,Rwanda,2002,13,96,167,184,79,38,13,15,98,113,58,22,15,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5375,Rwanda,2003,32,364,517,424,270,83,48,36,312,340,161,79,41,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5376,Rwanda,2004,52,561,722,595,353,171,64,73,460,469,293,150,53,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5377,Rwanda,2005,45,494,713,592,408,142,71,73,483,442,262,157,60,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5378,Rwanda,2006,25,598,769,591,407,182,100,80,494,467,259,139,72,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5379,Rwanda,2007,51,523,805,556,352,168,91,81,477,468,245,131,70,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5380,Rwanda,2008,33,528,811,573,373,191,125,65,439,472,280,161,82,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5381,Rwanda,2009,25,519,829,650,390,196,114,46,388,464,266,184,70,43,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5382,Rwanda,2010,48,430,741,526,325,202,126,48,399,448,261,128,65,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5383,Rwanda,2011,42,423,795,500,376,210,124,50,358,398,235,146,87,67,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5384,Rwanda,2012,22,375,768,519,341,214,123,40,327,393,208,116,66,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5385,Rwanda,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,207,498,1017,684,533,393,252,199,433,569,364,261,161,131 +5386,Saint Kitts and Nevis,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5387,Saint Kitts and Nevis,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5388,Saint Kitts and Nevis,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5389,Saint Kitts and Nevis,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5390,Saint Kitts and Nevis,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5391,Saint Kitts and Nevis,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5392,Saint Kitts and Nevis,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5393,Saint Kitts and Nevis,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5394,Saint Kitts and Nevis,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5395,Saint Kitts and Nevis,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5396,Saint Kitts and Nevis,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5397,Saint Kitts and Nevis,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5398,Saint Kitts and Nevis,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5399,Saint Kitts and Nevis,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5400,Saint Kitts and Nevis,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5401,Saint Kitts and Nevis,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5402,Saint Kitts and Nevis,1996,0,0,1,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5403,Saint Kitts and Nevis,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5404,Saint Kitts and Nevis,1998,0,0,0,2,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5405,Saint Kitts and Nevis,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5406,Saint Kitts and Nevis,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5407,Saint Kitts and Nevis,2001,,,,,,,,,,,,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5408,Saint Kitts and Nevis,2002,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5409,Saint Kitts and Nevis,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5410,Saint Kitts and Nevis,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5411,Saint Kitts and Nevis,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5412,Saint Kitts and Nevis,2006,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5413,Saint Kitts and Nevis,2007,,1,1,1,,,,,,,,,1,,0,,,,,,,0,,,,,,,0,,,,,,,0,,,,,,,,,,,,,,,,,,,, +5414,Saint Kitts and Nevis,2008,0,0,0,0,3,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5415,Saint Kitts and Nevis,2009,0,0,0,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5416,Saint Kitts and Nevis,2010,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5417,Saint Kitts and Nevis,2011,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5418,Saint Kitts and Nevis,2012,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5419,Saint Kitts and Nevis,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +5420,Saint Lucia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5421,Saint Lucia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5422,Saint Lucia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5423,Saint Lucia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5424,Saint Lucia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5425,Saint Lucia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5426,Saint Lucia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5427,Saint Lucia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5428,Saint Lucia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5429,Saint Lucia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5430,Saint Lucia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5431,Saint Lucia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5432,Saint Lucia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5433,Saint Lucia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5434,Saint Lucia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5435,Saint Lucia,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5436,Saint Lucia,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5437,Saint Lucia,1997,0,0,1,2,0,1,1,1,1,3,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5438,Saint Lucia,1998,0,2,1,1,0,0,1,0,3,2,0,0,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5439,Saint Lucia,1999,,1,,,3,3,,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5440,Saint Lucia,2000,0,0,0,1,0,1,2,0,1,0,1,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5441,Saint Lucia,2001,0,1,1,0,1,3,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5442,Saint Lucia,2002,,,1,1,1,2,1,,,,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5443,Saint Lucia,2003,0,0,0,1,2,2,2,0,1,1,0,3,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5444,Saint Lucia,2004,0,0,0,1,2,2,2,0,2,3,0,0,0,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5445,Saint Lucia,2005,0,0,0,0,2,1,2,1,1,0,1,1,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5446,Saint Lucia,2006,,,,,3,5,5,,,,,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5447,Saint Lucia,2007,,,3,3,2,4,3,,,,,1,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5448,Saint Lucia,2008,0,2,0,2,2,2,1,1,0,1,3,2,1,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,,,,,,,,,,,,,, +5449,Saint Lucia,2009,0,1,0,2,1,2,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5450,Saint Lucia,2010,0,0,1,2,0,1,2,0,0,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5451,Saint Lucia,2011,0,0,1,1,0,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5452,Saint Lucia,2012,0,2,0,1,4,0,2,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5453,Saint Lucia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,1,0,1,0,0,1,0,1,1,2,1,0,0 +5454,Saint Vincent and the Grenadines,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5455,Saint Vincent and the Grenadines,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5456,Saint Vincent and the Grenadines,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5457,Saint Vincent and the Grenadines,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5458,Saint Vincent and the Grenadines,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5459,Saint Vincent and the Grenadines,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5460,Saint Vincent and the Grenadines,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5461,Saint Vincent and the Grenadines,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5462,Saint Vincent and the Grenadines,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5463,Saint Vincent and the Grenadines,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5464,Saint Vincent and the Grenadines,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5465,Saint Vincent and the Grenadines,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5466,Saint Vincent and the Grenadines,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5467,Saint Vincent and the Grenadines,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5468,Saint Vincent and the Grenadines,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5469,Saint Vincent and the Grenadines,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5470,Saint Vincent and the Grenadines,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5471,Saint Vincent and the Grenadines,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5472,Saint Vincent and the Grenadines,1998,0,0,2,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5473,Saint Vincent and the Grenadines,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5474,Saint Vincent and the Grenadines,2000,0,1,0,4,2,0,1,1,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5475,Saint Vincent and the Grenadines,2001,,,,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5476,Saint Vincent and the Grenadines,2002,,,,1,1,2,2,,,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5477,Saint Vincent and the Grenadines,2003,,,,2,,1,,,1,,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5478,Saint Vincent and the Grenadines,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5479,Saint Vincent and the Grenadines,2005,0,0,0,2,1,0,2,0,0,1,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5480,Saint Vincent and the Grenadines,2006,,,,,,4,2,,,,,,,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5481,Saint Vincent and the Grenadines,2007,0,0,1,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5482,Saint Vincent and the Grenadines,2008,,,,,,,,,,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5483,Saint Vincent and the Grenadines,2009,,,,2,1,,,,,,,,,,,1,1,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5484,Saint Vincent and the Grenadines,2010,0,0,1,0,3,0,2,0,0,1,0,0,1,0,0,0,0,2,1,1,1,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5485,Saint Vincent and the Grenadines,2011,0,0,2,2,2,0,0,0,0,1,0,1,0,0,1,0,0,2,2,1,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5486,Saint Vincent and the Grenadines,2012,0,1,5,1,3,5,4,0,1,3,1,3,0,0,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5487,Saint Vincent and the Grenadines,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,,1,1,,,,,,,, +5488,Samoa,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5489,Samoa,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5490,Samoa,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5491,Samoa,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5492,Samoa,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5493,Samoa,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5494,Samoa,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5495,Samoa,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5496,Samoa,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5497,Samoa,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5498,Samoa,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5499,Samoa,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5500,Samoa,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5501,Samoa,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5502,Samoa,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5503,Samoa,1995,0,1,1,1,0,3,2,1,2,2,0,0,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5504,Samoa,1996,0,0,0,0,0,1,2,0,0,3,2,2,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5505,Samoa,1997,0,1,4,1,0,1,1,0,2,1,1,0,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5506,Samoa,1998,1,1,1,0,1,1,0,0,1,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5507,Samoa,1999,0,1,2,0,1,1,4,0,3,2,1,0,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5508,Samoa,2000,0,3,1,1,1,2,1,0,2,1,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5509,Samoa,2001,1,3,1,1,0,0,1,0,1,1,2,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5510,Samoa,2002,0,1,2,0,1,1,1,1,4,5,0,2,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5511,Samoa,2003,,2,,,,1,,,2,2,2,,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5512,Samoa,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5513,Samoa,2005,0,4,0,1,1,0,0,0,2,0,2,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5514,Samoa,2006,,3,2,1,1,1,2,,3,,,1,,,,,,1,,,,,,,2,1,,1,,,,1,,1,,,,,,,,,,,,,,,,,,,,,, +5515,Samoa,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5516,Samoa,2008,0,1,0,0,0,1,0,0,1,1,1,0,0,1,0,0,1,0,1,1,1,0,0,0,1,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5517,Samoa,2009,,,,1,,111,111,,,,1,11,11,1111,0,0,0,0,0,0,1,0,1,0,0,0,1,3,0,0,0,0,0,1,0,0,1,0,0,0,0,1,,,,,,,,,,,,,, +5518,Samoa,2010,,1,1,,,1,,,,,2,,1,,,1,1,,,,,,,,,2,1,,,,,,,1,,,,1,,1,,,,,,,,,,,,,,,, +5519,Samoa,2011,0,1,0,0,0,0,0,0,2,1,0,1,0,1,1,0,0,0,1,1,5,0,1,1,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5520,Samoa,2012,0,4,3,1,1,1,0,1,1,0,1,1,0,1,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,2,0,0,,,,,,,,,,,,,, +5521,Samoa,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3,1,2,1,3,3,3,0,3,0,0,0,1,2 +5522,San Marino,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5523,San Marino,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5524,San Marino,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5525,San Marino,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5526,San Marino,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5527,San Marino,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5528,San Marino,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5529,San Marino,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5530,San Marino,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5531,San Marino,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5532,San Marino,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5533,San Marino,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5534,San Marino,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5535,San Marino,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5536,San Marino,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5537,San Marino,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5538,San Marino,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5539,San Marino,1997,,,,,,,,0,0,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5540,San Marino,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5541,San Marino,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5542,San Marino,2000,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5543,San Marino,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5544,San Marino,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5545,San Marino,2003,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5546,San Marino,2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5547,San Marino,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5548,San Marino,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5549,San Marino,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5550,San Marino,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5551,San Marino,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5552,San Marino,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5553,San Marino,2011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5554,San Marino,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5555,San Marino,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5556,Sao Tome and Principe,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5557,Sao Tome and Principe,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5558,Sao Tome and Principe,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5559,Sao Tome and Principe,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5560,Sao Tome and Principe,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5561,Sao Tome and Principe,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5562,Sao Tome and Principe,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5563,Sao Tome and Principe,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5564,Sao Tome and Principe,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5565,Sao Tome and Principe,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5566,Sao Tome and Principe,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5567,Sao Tome and Principe,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5568,Sao Tome and Principe,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5569,Sao Tome and Principe,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5570,Sao Tome and Principe,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5571,Sao Tome and Principe,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5572,Sao Tome and Principe,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5573,Sao Tome and Principe,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5574,Sao Tome and Principe,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5575,Sao Tome and Principe,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5576,Sao Tome and Principe,2000,1,5,11,4,7,3,10,3,7,15,5,7,4,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5577,Sao Tome and Principe,2001,0,7,14,6,6,5,12,1,4,10,4,8,6,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5578,Sao Tome and Principe,2002,1,7,6,2,2,2,2,0,6,5,2,3,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5579,Sao Tome and Principe,2003,1,2,4,5,3,0,1,0,3,7,8,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5580,Sao Tome and Principe,2004,3,5,7,6,5,2,3,1,4,5,5,2,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5581,Sao Tome and Principe,2005,2,5,7,6,4,5,2,1,4,5,3,2,3,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5582,Sao Tome and Principe,2006,0,5,8,4,2,1,2,1,4,7,0,0,1,1,3,10,25,16,8,5,2,2,8,15,11,6,4,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,,,,,,,,,,,,,, +5583,Sao Tome and Principe,2007,0,4,12,8,4,4,0,0,9,6,3,3,5,0,0,1,2,3,3,4,1,0,3,1,5,3,0,1,0,0,0,0,0,0,0,0,0,0,1,0,1,0,,,,,,,,,,,,,, +5584,Sao Tome and Principe,2008,1,5,13,5,6,1,0,2,5,6,6,2,0,0,0,0,4,1,1,0,0,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5585,Sao Tome and Principe,2009,0,2,10,8,4,6,0,1,4,10,4,2,1,0,2,0,2,1,3,1,1,0,1,2,3,2,2,0,0,1,1,0,0,0,0,0,0,2,0,0,0,0,,,,,,,,,,,,,, +5586,Sao Tome and Principe,2010,0,10,14,7,1,0,1,0,5,4,3,2,0,0,6,3,11,6,7,2,4,2,5,10,3,2,0,2,1,1,2,0,1,0,0,1,3,0,1,0,0,0,,,,,,,,,,,,,, +5587,Sao Tome and Principe,2011,0,5,9,8,7,1,4,2,2,10,4,1,0,0,2,4,2,5,4,2,5,0,3,5,5,4,3,5,2,2,4,3,1,0,0,1,2,4,0,3,4,2,,,,,,,,,,,,,, +5588,Sao Tome and Principe,2012,1,6,11,8,8,2,0,0,6,10,6,0,0,1,4,3,4,8,1,1,1,4,0,4,4,2,0,1,4,1,2,0,1,0,1,2,1,1,0,1,1,1,,,,,,,,,,,,,, +5589,Sao Tome and Principe,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9,12,14,16,17,4,8,9,10,9,15,9,9,6 +5590,Saudi Arabia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5591,Saudi Arabia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5592,Saudi Arabia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5593,Saudi Arabia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5594,Saudi Arabia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5595,Saudi Arabia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5596,Saudi Arabia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5597,Saudi Arabia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5598,Saudi Arabia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5599,Saudi Arabia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5600,Saudi Arabia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5601,Saudi Arabia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5602,Saudi Arabia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5603,Saudi Arabia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5604,Saudi Arabia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5605,Saudi Arabia,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5606,Saudi Arabia,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5607,Saudi Arabia,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5608,Saudi Arabia,1998,2,76,140,96,65,45,62,16,82,86,32,27,28,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5609,Saudi Arabia,1999,5,155,314,245,152,103,143,39,182,201,94,74,73,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5610,Saudi Arabia,2000,0,131,268,213,158,86,107,28,172,182,79,51,50,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5611,Saudi Arabia,2001,7,141,221,163,135,62,106,28,161,163,88,44,39,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5612,Saudi Arabia,2002,11,148,309,211,138,104,110,28,186,194,72,60,51,52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5613,Saudi Arabia,2003,5,150,285,200,145,102,107,18,210,181,75,58,51,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5614,Saudi Arabia,2004,4,202,289,217,163,89,85,24,204,171,80,53,47,64,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5615,Saudi Arabia,2005,8,182,276,201,175,70,107,31,205,184,98,73,51,61,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5616,Saudi Arabia,2006,10,256,323,229,169,94,101,39,226,211,107,56,37,56,39,67,91,51,41,29,49,47,76,59,37,30,22,25,35,100,163,97,43,48,47,71,123,187,85,37,33,27,,,,,,,,,,,,,, +5617,Saudi Arabia,2007,8,246,312,219,187,111,92,30,298,197,110,71,39,64,34,45,61,46,41,25,53,37,67,45,35,26,25,42,52,115,219,129,54,43,55,50,130,218,86,60,40,46,,,,,,,,,,,,,, +5618,Saudi Arabia,2008,16,295,334,184,153,93,102,33,274,271,137,85,48,83,22,75,52,22,13,17,27,20,63,87,34,35,28,50,51,135,188,107,67,44,43,60,127,193,98,67,33,53,,,,,,,,,,,,,, +5619,Saudi Arabia,2009,15,280,386,257,200,129,105,43,260,245,112,61,55,53,27,65,98,39,31,27,42,32,65,52,28,25,16,31,26,137,200,99,64,35,46,46,136,160,102,54,28,37,,,,,,,,,,,,,, +5620,Saudi Arabia,2010,14,335,458,242,210,116,102,33,239,271,105,70,49,58,19,90,112,47,45,38,48,29,67,83,32,23,20,34,48,134,243,133,78,43,59,38,115,178,111,58,35,32,,,,,,,,,,,,,, +5621,Saudi Arabia,2011,4,227,406,225,225,113,106,35,200,245,110,64,49,46,13,74,83,63,35,26,35,18,60,70,37,20,18,34,29,136,249,105,73,51,60,43,97,170,98,49,40,27,,,,,,,,,,,,,, +5622,Saudi Arabia,2012,13,228,394,214,210,133,96,28,207,236,107,50,49,63,13,63,88,51,30,34,46,17,57,57,27,20,22,24,31,104,209,128,64,32,48,26,70,123,78,43,31,35,,,,,,,,,,,,,, +5623,Saudi Arabia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,41,400,743,399,317,204,177,63,298,388,143,92,72,98 +5624,Senegal,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5625,Senegal,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5626,Senegal,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5627,Senegal,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5628,Senegal,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5629,Senegal,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5630,Senegal,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5631,Senegal,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5632,Senegal,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5633,Senegal,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5634,Senegal,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5635,Senegal,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5636,Senegal,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5637,Senegal,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5638,Senegal,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5639,Senegal,1995,94,717,1219,813,408,300,213,84,428,461,283,203,126,72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5640,Senegal,1996,74,773,1281,973,474,277,264,89,450,549,341,209,121,74,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5641,Senegal,1997,64,753,1151,876,467,267,215,75,421,509,292,191,87,62,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5642,Senegal,1998,90,781,1208,856,453,250,215,84,412,447,307,178,98,75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5643,Senegal,1999,50,721,1070,749,424,233,185,58,441,434,298,184,106,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5644,Senegal,2000,60,772,1297,857,470,279,189,77,521,540,376,217,107,61,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5645,Senegal,2001,77,908,1331,890,498,258,226,90,540,531,333,204,113,95,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5646,Senegal,2002,58,815,1271,813,488,279,212,61,545,523,317,210,118,86,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5647,Senegal,2003,50,1005,1438,896,531,293,250,77,629,600,398,212,122,86,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5648,Senegal,2004,60,1085,1464,915,506,264,213,73,620,485,324,211,139,78,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5649,Senegal,2005,71,1050,1561,904,533,274,236,83,709,568,351,185,116,81,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5650,Senegal,2006,60,1124,1606,919,553,292,230,74,676,572,360,204,124,88,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5651,Senegal,2007,57,1053,1722,875,549,329,251,73,761,603,378,241,121,95,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5652,Senegal,2008,67,1274,1767,907,593,351,228,79,816,659,368,230,148,97,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5653,Senegal,2009,66,1362,1790,1035,638,335,250,108,815,660,352,231,127,114,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5654,Senegal,2010,81,1351,1793,972,590,329,221,81,835,643,332,217,136,105,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5655,Senegal,2011,75,1264,1835,981,582,335,214,88,807,664,362,208,144,74,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5656,Senegal,2012,84,1454,2036,1121,597,365,224,125,836,715,383,263,155,90,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5657,Senegal,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5658,Serbia,2005,3,62,96,118,156,112,132,6,69,76,55,49,22,149,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5659,Serbia,2006,6,87,91,107,167,83,144,7,78,74,43,44,44,152,2,21,47,54,104,66,171,6,23,25,25,48,25,129,4,15,16,26,11,27,31,3,14,16,25,23,21,43,,,,,,,,,,,,,, +5660,Serbia,2007,0,42,59,102,163,94,106,2,38,52,43,43,26,135,9,16,33,42,81,61,118,10,17,26,44,27,36,120,6,20,8,13,19,8,45,1,9,12,12,22,18,36,,,,,,,,,,,,,, +5661,Serbia,2008,3,66,89,111,149,135,139,3,68,66,46,51,37,169,9,17,26,25,74,58,85,7,20,26,32,32,27,82,2,11,8,17,22,17,31,0,12,12,20,13,18,30,,,,,,,,,,,,,, +5662,Serbia,2009,1,76,67,111,119,105,145,5,63,59,55,38,44,167,7,20,18,34,52,69,95,6,22,22,27,23,28,65,4,17,13,14,14,14,27,2,13,7,5,17,16,34,,,,,,,,,,,,,, +5663,Serbia,2010,2,76,70,93,116,83,109,5,66,74,46,39,34,164,6,20,17,42,49,50,74,4,15,20,25,18,20,71,0,22,10,13,14,18,25,2,12,6,10,12,16,42,,,,,,,,,,,,,, +5664,Serbia,2011,2,60,73,74,122,112,101,5,46,59,43,30,20,129,6,11,25,23,53,49,62,4,16,13,18,21,25,70,1,4,10,6,15,18,19,1,9,9,13,9,9,32,,,,,,,,,,,,,, +5665,Serbia,2012,1,70,72,77,98,86,77,4,46,66,38,31,35,118,4,14,20,25,47,49,71,8,12,20,21,15,19,58,2,15,9,9,8,15,14,1,6,4,8,5,11,23,,,,,,,,,,,,,, +5666,Serbia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5,43,66,99,134,161,207,9,46,63,60,53,45,170 +5667,Serbia & Montenegro,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5668,Serbia & Montenegro,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5669,Serbia & Montenegro,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5670,Serbia & Montenegro,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5671,Serbia & Montenegro,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5672,Serbia & Montenegro,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5673,Serbia & Montenegro,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5674,Serbia & Montenegro,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5675,Serbia & Montenegro,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5676,Serbia & Montenegro,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5677,Serbia & Montenegro,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5678,Serbia & Montenegro,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5679,Serbia & Montenegro,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5680,Serbia & Montenegro,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5681,Serbia & Montenegro,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5682,Serbia & Montenegro,1995,10,108,204,317,296,350,386,11,127,167,133,83,158,275,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5683,Serbia & Montenegro,1996,45,207,310,461,396,389,474,57,192,159,183,152,217,384,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5684,Serbia & Montenegro,1997,45,136,310,450,415,410,463,30,146,274,254,170,239,399,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5685,Serbia & Montenegro,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5686,Serbia & Montenegro,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5687,Serbia & Montenegro,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5688,Serbia & Montenegro,2001,3,52,48,44,34,31,18,5,49,46,23,25,23,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5689,Serbia & Montenegro,2002,7,37,53,44,29,22,33,9,46,48,19,17,19,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5690,Serbia & Montenegro,2003,1,51,64,70,113,54,61,1,44,58,38,28,20,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5691,Serbia & Montenegro,2004,4,61,106,125,182,128,157,3,66,89,75,48,41,145,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5692,Seychelles,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5693,Seychelles,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5694,Seychelles,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5695,Seychelles,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5696,Seychelles,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5697,Seychelles,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5698,Seychelles,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5699,Seychelles,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5700,Seychelles,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5701,Seychelles,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5702,Seychelles,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5703,Seychelles,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5704,Seychelles,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5705,Seychelles,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5706,Seychelles,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5707,Seychelles,1995,0,2,0,1,1,2,1,0,0,1,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5708,Seychelles,1996,0,0,1,3,1,1,0,0,1,0,0,0,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5709,Seychelles,1997,0,1,2,2,1,1,1,0,1,0,0,0,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5710,Seychelles,1998,0,0,1,3,2,1,1,0,0,0,1,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5711,Seychelles,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5712,Seychelles,2000,,,2,4,1,1,,,,1,0,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5713,Seychelles,2001,0,0,2,4,0,2,2,0,0,2,0,1,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5714,Seychelles,2002,0,1,3,1,0,1,1,0,0,0,0,0,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5715,Seychelles,2003,0,1,0,0,1,2,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5716,Seychelles,2004,0,0,2,0,3,2,0,0,0,1,2,2,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5717,Seychelles,2005,0,2,1,2,1,0,0,0,0,1,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5718,Seychelles,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5719,Seychelles,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5720,Seychelles,2008,0,0,1,0,1,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5721,Seychelles,2009,0,0,4,1,1,1,2,0,0,1,0,1,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5722,Seychelles,2010,0,0,0,6,0,0,1,0,2,0,0,0,0,0,0,0,3,0,1,1,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5723,Seychelles,2011,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,1,2,4,13,2,0,0,0,0,1,0,1,0,0,0,2,1,0,2,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5724,Seychelles,2012,0,0,1,2,2,0,0,0,0,1,1,1,0,1,0,1,0,1,1,1,0,0,0,0,0,1,1,2,0,1,0,0,0,0,0,0,0,0,0,1,0,0,,,,,,,,,,,,,, +5725,Seychelles,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,5,3,3,5,1,0,2,1,1,0,1,2 +5726,Sierra Leone,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5727,Sierra Leone,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5728,Sierra Leone,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5729,Sierra Leone,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5730,Sierra Leone,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5731,Sierra Leone,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5732,Sierra Leone,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5733,Sierra Leone,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5734,Sierra Leone,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5735,Sierra Leone,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5736,Sierra Leone,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5737,Sierra Leone,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5738,Sierra Leone,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5739,Sierra Leone,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5740,Sierra Leone,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5741,Sierra Leone,1995,10,184,305,201,99,47,22,18,165,193,110,65,24,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5742,Sierra Leone,1996,23,249,450,310,180,79,51,35,201,278,218,89,49,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5743,Sierra Leone,1997,14,230,470,359,182,89,47,21,207,328,228,67,39,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5744,Sierra Leone,1998,14,226,445,338,191,78,42,36,235,294,217,86,43,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5745,Sierra Leone,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5746,Sierra Leone,2000,18,287,486,361,190,113,47,27,249,298,225,92,49,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5747,Sierra Leone,2001,19,268,546,406,230,123,51,36,279,292,234,120,61,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5748,Sierra Leone,2002,23,317,561,427,246,102,58,31,300,382,284,133,48,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5749,Sierra Leone,2003,19,351,564,481,264,149,77,26,308,394,249,122,77,32,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5750,Sierra Leone,2004,19,417,659,581,364,153,130,40,304,440,319,170,89,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5751,Sierra Leone,2005,45,490,792,651,397,226,124,54,393,518,312,207,114,47,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5752,Sierra Leone,2006,43,485,851,709,446,216,166,68,375,536,357,207,111,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5753,Sierra Leone,2007,45,538,1032,797,520,258,172,74,398,568,468,255,143,79,1081,2116,,,,,,,,,,,,,337,369,,,,,,,,,,,,,,,,,,,,,,,,,, +5754,Sierra Leone,2008,,625,1062,938,573,265,188,,460,609,501,269,153,83,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5755,Sierra Leone,2009,44,737,1073,905,621,280,195,66,524,645,506,260,146,90,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5756,Sierra Leone,2010,64,718,1176,1076,663,320,254,77,648,742,556,293,180,131,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5757,Sierra Leone,2011,75,825,1224,1099,781,334,287,115,678,796,543,343,219,116,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5758,Sierra Leone,2012,70,858,1324,1213,841,416,274,80,703,861,667,391,201,132,811,,,,,,,634,,,,,,,112,,,,,,,103,,,,,,,,,,,,,,,,,,,, +5759,Sierra Leone,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,51,810,1231,1109,791,384,233,52,618,785,618,351,229,128 +5760,Singapore,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5761,Singapore,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5762,Singapore,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5763,Singapore,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5764,Singapore,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5765,Singapore,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5766,Singapore,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5767,Singapore,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5768,Singapore,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5769,Singapore,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5770,Singapore,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5771,Singapore,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5772,Singapore,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5773,Singapore,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5774,Singapore,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5775,Singapore,1995,0,9,40,60,62,70,94,1,8,18,21,22,19,31,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5776,Singapore,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5777,Singapore,1997,0,8,27,49,60,88,101,0,11,16,12,16,12,32,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5778,Singapore,1998,1,9,36,70,63,81,104,2,6,18,11,20,25,34,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5779,Singapore,1999,0,18,23,41,72,55,124,0,12,21,18,23,17,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5780,Singapore,2000,1,8,9,34,51,26,64,1,9,8,7,9,5,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5781,Singapore,2001,1,6,19,39,70,66,76,1,5,7,19,15,9,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5782,Singapore,2002,0,14,28,73,88,65,130,2,10,15,30,32,24,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5783,Singapore,2003,1,17,28,68,96,80,133,0,6,26,30,20,20,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5784,Singapore,2004,1,12,32,56,83,75,119,0,6,15,18,17,19,48,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5785,Singapore,2005,0,8,25,61,94,96,118,0,5,20,33,29,20,43,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5786,Singapore,2006,2,7,31,67,107,75,106,0,19,22,22,22,27,31,3,21,35,42,56,69,137,7,16,33,31,13,20,42,10,5,13,22,12,13,25,5,8,10,14,17,16,13,,,,,,,,,,,,,, +5787,Singapore,2007,0,15,18,63,98,80,105,1,13,13,25,23,11,39,2,29,38,50,69,53,130,7,32,29,17,29,21,58,1,10,11,18,14,22,21,1,8,18,14,14,18,11,,,,,,,,,,,,,, +5788,Singapore,2008,0,10,21,46,106,94,127,0,9,16,20,26,17,33,1,45,42,64,88,74,173,1,25,35,24,21,29,50,3,12,18,20,23,16,31,3,10,15,20,19,20,30,,,,,,,,,,,,,, +5789,Singapore,2009,0,16,27,56,100,92,131,0,15,22,24,18,23,28,5,31,33,63,99,112,151,5,17,35,23,27,23,31,3,9,13,28,28,13,30,4,7,23,17,19,20,21,,,,,,,,,,,,,, +5790,Singapore,2010,0,11,21,38,105,86,120,1,15,21,26,21,21,44,5,35,46,61,87,102,156,10,22,60,25,43,28,55,2,8,13,17,18,32,33,2,7,11,15,19,14,22,,,,,,,,,,,,,, +5791,Singapore,2011,0,21,21,44,108,119,126,0,11,25,23,23,20,51,2,28,49,64,112,102,150,4,26,29,34,29,35,53,0,7,21,22,25,17,29,3,13,14,19,21,13,20,,,,,,,,,,,,,, +5792,Singapore,2012,1,31,36,54,106,124,143,0,26,46,27,26,19,39,1,76,144,124,130,125,156,5,45,196,82,46,44,45,1,25,37,33,18,15,31,1,16,53,18,22,16,20,,,,,,,,,,,,,, +5793,Singapore,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8,99,199,201,256,262,352,4,85,289,143,64,72,130 +5794,Sint Maarten (Dutch part),2010,,,1,,,,,,,,,2,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5795,Sint Maarten (Dutch part),2011,,1,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5796,Sint Maarten (Dutch part),2012,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5797,Sint Maarten (Dutch part),2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,,,,,,,,,,1 +5798,Slovakia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5799,Slovakia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5800,Slovakia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5801,Slovakia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5802,Slovakia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5803,Slovakia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5804,Slovakia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5805,Slovakia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5806,Slovakia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5807,Slovakia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5808,Slovakia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5809,Slovakia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5810,Slovakia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5811,Slovakia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5812,Slovakia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5813,Slovakia,1995,4,18,44,123,108,63,152,5,16,17,22,24,33,159,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5814,Slovakia,1996,2,16,42,64,105,61,134,4,23,28,24,17,17,203,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5815,Slovakia,1997,1,2,24,54,38,31,40,0,10,11,10,3,9,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5816,Slovakia,1998,0,5,30,53,50,37,35,0,5,3,16,6,5,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5817,Slovakia,1999,1,2,19,42,51,19,29,0,8,10,7,7,8,43,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5818,Slovakia,2000,2,6,15,31,50,16,32,0,5,9,7,5,4,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5819,Slovakia,2001,0,8,13,30,48,26,22,1,4,9,12,8,4,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5820,Slovakia,2002,0,4,18,35,40,21,26,0,6,9,7,3,5,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5821,Slovakia,2003,1,6,8,31,36,19,25,1,8,9,10,3,4,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5822,Slovakia,2004,0,2,17,30,30,12,21,1,1,2,3,6,4,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5823,Slovakia,2005,0,3,13,16,25,25,20,0,1,8,9,5,6,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5824,Slovakia,2006,4,8,11,18,27,29,17,0,6,6,7,4,3,20,9,13,11,27,46,43,66,7,4,9,7,19,16,67,3,6,4,10,11,11,18,0,1,4,1,17,13,23,,,,,,,,,,,,,, +5825,Slovakia,2007,0,8,10,18,51,15,23,1,5,3,5,6,3,28,5,9,14,26,43,36,48,5,9,9,14,18,10,43,4,4,7,4,11,16,15,1,2,6,8,9,8,25,,,,,,,,,,,,,, +5826,Slovakia,2008,0,2,7,16,46,10,11,1,2,4,4,5,1,17,4,5,17,17,42,29,56,3,6,15,6,15,18,52,3,5,2,5,6,10,14,3,3,5,2,6,9,26,,,,,,,,,,,,,, +5827,Slovakia,2009,0,3,14,19,22,18,9,0,0,5,6,2,5,18,3,11,9,15,26,28,35,4,1,6,7,10,11,36,2,0,2,7,9,14,9,0,3,3,0,8,6,20,,,,,,,,,,,,,, +5828,Slovakia,2010,1,7,7,18,17,17,15,0,1,6,7,2,3,11,8,3,13,26,26,19,33,2,4,6,3,13,8,26,0,2,2,0,7,10,7,0,2,3,2,4,6,14,,,,,,,,,,,,,, +5829,Slovakia,2011,0,6,8,6,20,16,13,0,2,3,4,6,1,11,5,11,10,11,27,18,22,6,4,5,8,7,9,27,2,3,0,3,5,3,8,4,3,3,2,4,4,13,,,,,,,,,,,,,, +5830,Slovakia,2012,0,2,9,17,20,12,7,0,2,3,4,6,1,13,10,6,5,7,14,22,26,5,5,6,0,9,12,17,1,0,1,4,2,7,8,1,3,3,2,0,3,4,,,,,,,,,,,,,, +5831,Slovakia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18,17,20,28,52,68,50,20,12,11,10,15,21,56 +5832,Slovenia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5833,Slovenia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5834,Slovenia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5835,Slovenia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5836,Slovenia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5837,Slovenia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5838,Slovenia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5839,Slovenia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5840,Slovenia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5841,Slovenia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5842,Slovenia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5843,Slovenia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5844,Slovenia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5845,Slovenia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5846,Slovenia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5847,Slovenia,1995,1,13,39,63,36,26,27,0,7,24,11,9,5,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5848,Slovenia,1996,0,5,27,46,37,28,13,0,8,15,9,7,7,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5849,Slovenia,1997,0,4,16,33,19,15,20,0,8,15,8,1,4,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5850,Slovenia,1998,0,5,22,27,19,13,14,0,8,12,10,7,2,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5851,Slovenia,1999,0,3,21,40,27,11,15,0,0,5,6,5,6,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5852,Slovenia,2000,0,3,11,36,22,14,17,0,3,9,3,4,3,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5853,Slovenia,2001,0,4,11,30,27,11,7,0,5,11,11,3,5,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5854,Slovenia,2002,0,8,11,25,26,14,9,0,3,7,6,1,3,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5855,Slovenia,2003,0,3,9,23,22,7,15,0,5,5,4,3,4,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5856,Slovenia,2004,0,5,7,10,10,8,13,0,4,6,4,3,2,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5857,Slovenia,2005,0,4,10,16,15,11,14,0,4,4,6,5,4,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5858,Slovenia,2006,0,3,5,9,12,7,6,0,5,7,4,2,4,19,5,6,1,5,4,10,16,2,0,6,2,5,1,18,1,1,4,4,0,3,5,0,1,2,0,1,1,15,,,,,,,,,,,,,, +5859,Slovenia,2007,0,0,7,15,14,12,9,0,1,5,6,2,3,16,1,3,6,3,6,6,15,2,3,2,1,3,5,15,3,2,1,1,1,,10,0,1,3,2,1,1,11,,,,,,,,,,,,,, +5860,Slovenia,2008,0,3,12,9,17,12,3,0,2,7,2,5,2,7,1,3,5,5,12,7,14,1,1,3,1,4,0,26,0,1,1,1,1,5,9,1,2,1,1,1,0,9,,,,,,,,,,,,,, +5861,Slovenia,2009,0,3,8,13,14,6,7,0,3,6,4,1,3,17,3,4,6,5,6,7,5,2,1,4,6,6,2,13,1,1,3,1,1,1,7,0,0,0,0,2,1,7,,,,,,,,,,,,,, +5862,Slovenia,2010,0,4,7,10,9,6,12,0,1,5,2,4,1,3,0,2,3,9,3,7,11,3,4,6,0,1,3,15,0,1,3,4,1,2,4,0,1,1,0,3,2,8,,,,,,,,,,,,,, +5863,Slovenia,2011,0,3,9,16,12,8,5,0,0,5,4,2,1,17,0,2,10,4,5,7,13,2,0,5,5,3,3,14,0,0,3,2,2,3,3,2,1,0,1,0,5,4,,,,,,,,,,,,,, +5864,Slovenia,2012,0,2,6,4,8,6,5,0,2,3,0,1,1,9,3,0,2,1,5,4,16,2,2,3,2,4,3,17,0,0,2,2,0,1,2,0,0,2,0,2,1,1,,,,,,,,,,,,,, +5865,Slovenia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,3,12,5,18,13,19,1,2,7,3,10,6,39 +5866,Solomon Islands,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5867,Solomon Islands,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5868,Solomon Islands,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5869,Solomon Islands,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5870,Solomon Islands,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5871,Solomon Islands,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5872,Solomon Islands,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5873,Solomon Islands,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5874,Solomon Islands,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5875,Solomon Islands,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5876,Solomon Islands,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5877,Solomon Islands,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5878,Solomon Islands,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5879,Solomon Islands,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5880,Solomon Islands,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5881,Solomon Islands,1995,2,14,6,5,7,9,3,3,17,11,7,12,13,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5882,Solomon Islands,1996,4,9,9,3,7,4,6,5,5,9,8,12,6,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5883,Solomon Islands,1997,2,20,8,6,9,4,5,3,19,14,10,8,4,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5884,Solomon Islands,1998,3,15,9,14,18,7,12,2,14,16,10,11,7,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5885,Solomon Islands,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5886,Solomon Islands,2000,3,13,4,8,8,10,6,8,15,13,7,7,5,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5887,Solomon Islands,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5888,Solomon Islands,2002,3,16,12,9,9,7,4,0,16,15,4,2,7,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5889,Solomon Islands,2003,4,14,9,12,14,8,0,9,14,14,16,13,10,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5890,Solomon Islands,2004,6,11,12,8,11,9,5,10,22,20,13,14,8,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5891,Solomon Islands,2005,4,14,18,9,15,12,11,9,23,21,12,11,9,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5892,Solomon Islands,2006,1,13,11,4,4,14,8,4,16,14,9,14,8,4,21,8,14,11,13,16,9,26,7,4,10,15,9,5,18,4,4,3,2,3,2,14,9,7,3,2,3,0,,,,,,,,,,,,,, +5893,Solomon Islands,2007,5,15,16,12,9,8,6,5,12,25,9,10,5,5,17,9,4,9,14,14,9,12,12,14,6,14,11,2,20,13,10,9,6,0,4,16,3,10,5,2,1,0,,,,,,,,,,,,,, +5894,Solomon Islands,2008,3,17,12,11,10,11,7,4,13,23,11,13,3,2,18,9,6,7,11,9,11,16,6,5,14,8,14,2,11,10,13,10,7,7,0,11,8,7,5,3,4,1,,,,,,,,,,,,,, +5895,Solomon Islands,2009,3,11,17,8,8,8,6,9,19,19,9,11,7,3,7,2,6,4,6,9,6,14,1,7,7,6,9,2,29,8,5,7,12,7,4,22,7,13,8,5,7,3,,,,,,,,,,,,,, +5896,Solomon Islands,2010,4,16,18,16,8,3,3,4,19,17,11,5,4,5,11,7,6,7,9,3,8,15,7,4,3,7,7,4,15,17,6,6,4,3,2,21,11,7,2,8,3,0,,,,,,,,,,,,,, +5897,Solomon Islands,2011,3,15,22,12,7,8,6,3,13,27,15,10,16,2,14,6,7,6,3,11,4,20,7,5,7,9,6,3,28,14,9,5,3,0,5,25,7,10,10,6,4,1,,,,,,,,,,,,,, +5898,Solomon Islands,2012,3,20,19,10,12,8,6,5,20,18,11,8,12,5,9,4,4,3,5,6,9,10,8,8,9,4,4,4,19,15,10,5,4,4,6,15,12,10,4,4,4,0,,,,,,,,,,,,,, +5899,Solomon Islands,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,33,39,36,24,26,24,12,33,47,30,14,22,10,10 +5900,Somalia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5901,Somalia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5902,Somalia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5903,Somalia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5904,Somalia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5905,Somalia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5906,Somalia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5907,Somalia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5908,Somalia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5909,Somalia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5910,Somalia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5911,Somalia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5912,Somalia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5913,Somalia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5914,Somalia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5915,Somalia,1995,46,334,730,201,127,278,109,38,158,139,97,40,25,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5916,Somalia,1996,45,439,557,263,153,82,63,49,221,224,108,50,38,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5917,Somalia,1997,72,565,658,311,187,172,112,63,296,313,173,82,56,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5918,Somalia,1998,99,541,599,337,198,145,126,77,270,321,176,78,74,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5919,Somalia,1999,136,643,678,383,175,175,124,131,302,302,190,100,74,74,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5920,Somalia,2000,113,740,724,408,254,195,142,85,354,319,219,110,72,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5921,Somalia,2001,125,899,880,476,310,257,196,91,439,413,259,129,97,69,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5922,Somalia,2002,119,922,821,478,307,219,176,112,468,447,302,172,111,75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5923,Somalia,2003,118,1054,850,513,319,250,214,106,535,462,333,171,161,104,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5924,Somalia,2004,175,1228,1059,610,419,326,278,129,676,618,428,266,157,110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5925,Somalia,2005,125,1343,1114,725,458,330,319,169,752,636,436,292,212,157,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5926,Somalia,2006,166,1377,1121,647,436,309,336,170,668,628,432,269,171,131,198,394,375,222,210,111,77,96,205,204,145,126,87,29,187,325,316,187,167,76,44,83,190,183,120,88,54,14,,,,,,,,,,,,,, +5927,Somalia,2007,125,1239,1008,578,407,296,289,135,602,520,378,243,181,129,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5928,Somalia,2008,116,1273,1067,635,422,314,298,138,604,587,439,285,191,151,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +5929,Somalia,2009,175,1118,974,585,410,314,305,129,560,524,396,231,185,141,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5930,Somalia,2010,109,1036,886,496,355,266,277,91,467,444,341,188,137,132,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5931,Somalia,2011,113,1147,1047,587,398,330,277,114,495,465,348,260,168,135,842,,,,,,,640,,,,,,,300,,,,,,,240,,,,,,,,,,,,,,,,,,,, +5932,Somalia,2012,129,1147,1014,560,449,296,307,121,553,554,396,267,165,169,918,,,,,,,712,,,,,,,269,,,,,,,215,,,,,,,,,,,,,,,,,,,, +5933,Somalia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,150,1138,1124,578,450,309,337,122,621,588,430,303,199,189 +5934,South Africa,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5935,South Africa,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5936,South Africa,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5937,South Africa,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5938,South Africa,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5939,South Africa,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5940,South Africa,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5941,South Africa,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5942,South Africa,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5943,South Africa,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5944,South Africa,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5945,South Africa,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5946,South Africa,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5947,South Africa,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5948,South Africa,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5949,South Africa,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5950,South Africa,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5951,South Africa,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5952,South Africa,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5953,South Africa,1999,52,624,1697,1834,966,434,221,75,972,1384,779,314,159,110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5954,South Africa,2000,116,723,1999,2135,1146,435,212,122,1283,1716,933,423,167,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5955,South Africa,2001,163,1490,3844,3540,1838,690,255,275,2237,3220,1748,781,295,168,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5956,South Africa,2002,3081,5147,13681,13215,7038,2342,942,3261,7081,11312,6080,2611,1076,600,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5957,South Africa,2003,1769,10107,20392,17862,9540,3604,1495,2341,12600,16867,9207,4080,1972,1172,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5958,South Africa,2004,2269,11030,22120,19675,10653,3908,1580,2810,14166,18975,10839,4887,2182,1174,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5959,South Africa,2005,2035,10422,20576,19465,11143,4124,1705,2561,13632,19343,11338,5416,2352,1348,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5960,South Africa,2006,2062,10498,21273,19743,11752,4392,1862,2579,14073,20387,12656,5767,2550,1505,17471,3225,9340,8706,5329,2361,1313,16172,5632,11104,6888,3153,1497,1023,2673,2207,6848,6476,3372,1391,730,2457,3966,8576,5384,2297,901,571,,,,,,,,,,,,,, +5961,South Africa,2007,1909,10514,21948,20076,12164,4792,2021,2511,14410,21049,13190,6245,2964,1811,12766,7211,10979,8905,5788,4096,3014,12568,9170,11383,8114,5787,3217,2633,4026,4539,6925,3752,2198,1578,828,3750,3290,5267,4439,2553,1726,867,,,,,,,,,,,,,, +5962,South Africa,2008,1863,10172,21706,20699,12724,5169,2246,2360,14010,21579,13778,7146,3234,2117,14640,9870,14816,10644,6879,5636,3345,14856,10888,15868,9880,7988,4719,2943,4265,4694,7148,3998,2345,1686,942,3964,3389,5575,4670,2694,1894,987,,,,,,,,,,,,,, +5963,South Africa,2009,1685,8609,22620,21164,12949,5256,2207,2358,14361,21944,13777,7114,3320,2106,15312,10950,15950,11747,7448,6790,4437,15641,12877,16885,10925,8744,5633,3848,7869,8558,11843,9382,5875,3957,2120,6960,7866,9999,8697,6759,4684,2548,,,,,,,,,,,,,, +5964,South Africa,2010,1496,9925,20855,19842,12386,5155,2211,1933,13023,20205,12910,6873,3165,2128,22355,5489,17584,18741,11895,5981,3175,21406,10406,22281,15293,8186,3695,2633,1810,2485,8500,8270,4444,1948,1154,1474,4716,10759,12277,3423,1498,1007,,,,,,,,,,,,,, +5965,South Africa,2011,1472,9772,20487,19360,12111,5220,2164,1932,12751,19250,12807,6955,3266,2223,16381,3682,12442,13486,8520,4565,2412,15699,6853,15343,10678,5872,2909,1971,1272,1730,5673,5501,3038,1414,709,1127,2871,6670,4651,2244,992,636,,,,,,,,,,,,,, +5966,South Africa,2012,1132,9074,19894,18510,11331,5054,2085,1545,11547,17452,11430,5939,2846,2059,17218,4510,14507,15734,10171,5340,2885,16383,7489,16536,11769,6378,3214,2497,1246,1854,6304,6323,3495,1591,859,1081,3072,7290,4952,2491,1118,791,,,,,,,,,,,,,, +5967,South Africa,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18617,16120,43685,45922,28497,13923,6639,18054,21166,41071,29297,15910,7807,5672 +5968,South Sudan,2011,39,251,599,402,259,135,57,60,181,318,239,172,59,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5969,South Sudan,2012,42,356,753,462,267,135,87,58,212,302,221,139,62,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5970,South Sudan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,43,371,721,447,247,118,87,68,185,302,204,146,67,26 +5971,Spain,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5972,Spain,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5973,Spain,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5974,Spain,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5975,Spain,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5976,Spain,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5977,Spain,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5978,Spain,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5979,Spain,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5980,Spain,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5981,Spain,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5982,Spain,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5983,Spain,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5984,Spain,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5985,Spain,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5986,Spain,1995,22,132,337,242,150,112,228,23,90,129,64,39,34,98,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5987,Spain,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5988,Spain,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5989,Spain,1998,25,186,361,294,195,114,205,3,149,167,61,27,25,104,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5990,Spain,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5991,Spain,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5992,Spain,2001,13,160,355,351,215,134,232,15,140,237,116,37,21,83,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5993,Spain,2002,22,189,392,405,300,192,337,17,194,265,131,56,29,117,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5994,Spain,2003,7,153,334,305,219,132,222,6,138,218,113,51,29,87,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5995,Spain,2004,14,140,301,312,229,142,227,9,158,202,125,48,22,82,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5996,Spain,2005,13,166,394,367,230,140,230,10,142,252,151,63,24,108,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5997,Spain,2006,18,142,332,311,232,105,175,17,122,264,137,48,19,77,228,241,495,572,388,248,513,212,248,383,241,112,77,224,32,88,166,146,100,81,185,25,55,118,86,58,48,186,,,,,,,,,,,,,, +5998,Spain,2007,10,184,375,379,257,128,191,12,164,291,136,63,23,93,180,313,357,431,289,220,438,187,172,302,182,83,77,227,32,79,173,163,74,73,158,35,95,139,90,50,57,177,,,,,,,,,,,,,, +5999,Spain,2008,18,179,355,349,268,157,200,13,168,294,173,68,16,73,225,190,315,337,260,187,300,199,158,240,163,87,60,124,45,117,213,187,100,77,177,42,83,137,111,58,51,179,,,,,,,,,,,,,, +6000,Spain,2009,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6001,Spain,2010,8,160,373,349,357,172,207,18,157,290,170,69,26,84,194,102,265,249,232,139,306,153,93,197,120,72,59,149,53,81,231,195,115,87,197,41,94,154,124,73,75,234,,,,,,,,,,,,,, +6002,Spain,2011,14,136,329,304,282,168,199,16,143,255,163,80,30,99,209,116,202,230,196,138,300,172,99,167,148,74,54,127,60,79,221,178,110,71,215,59,66,109,125,100,60,213,,,,,,,,,,,,,, +6003,Spain,2012,10,112,259,299,276,156,220,15,101,202,161,70,24,74,125,92,172,175,166,133,297,120,72,141,118,70,50,114,35,71,164,162,104,85,196,38,71,138,140,75,54,173,,,,,,,,,,,,,, +6004,Spain,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,198,259,524,614,545,352,620,179,228,490,409,220,159,427 +6005,Sri Lanka,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6006,Sri Lanka,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6007,Sri Lanka,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6008,Sri Lanka,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6009,Sri Lanka,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6010,Sri Lanka,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6011,Sri Lanka,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6012,Sri Lanka,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6013,Sri Lanka,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6014,Sri Lanka,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6015,Sri Lanka,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6016,Sri Lanka,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6017,Sri Lanka,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6018,Sri Lanka,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6019,Sri Lanka,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6020,Sri Lanka,1995,10,163,361,519,521,365,261,15,207,206,142,122,81,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6021,Sri Lanka,1996,10,163,327,491,523,355,253,18,197,168,147,133,111,62,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6022,Sri Lanka,1997,11,215,390,596,623,396,271,23,245,217,173,176,89,81,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6023,Sri Lanka,1998,7,237,430,628,663,445,304,22,228,235,169,173,119,87,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6024,Sri Lanka,1999,8,255,406,621,646,440,325,10,264,231,168,148,126,101,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6025,Sri Lanka,2000,25,266,459,695,793,484,360,23,312,264,176,202,144,113,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6026,Sri Lanka,2001,6,284,446,713,779,528,336,18,296,247,194,174,156,131,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6027,Sri Lanka,2002,11,287,411,682,788,551,366,19,320,248,205,151,151,107,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6028,Sri Lanka,2003,12,311,467,694,791,495,389,14,305,218,186,187,132,120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6029,Sri Lanka,2004,6,358,472,664,800,521,371,18,263,237,192,176,122,102,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6030,Sri Lanka,2005,9,341,520,724,918,657,424,19,295,261,189,200,154,130,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6031,Sri Lanka,2006,8,342,496,600,816,563,402,13,301,248,178,189,157,129,55,67,125,152,244,266,292,47,85,85,85,116,125,139,127,157,206,171,132,120,100,100,161,195,160,150,84,71,,,,,,,,,,,,,, +6032,Sri Lanka,2007,10,288,477,664,802,649,412,16,279,228,183,182,176,111,65,90,145,174,251,254,270,71,95,90,92,119,129,121,87,161,207,168,170,134,94,77,161,200,178,158,113,67,,,,,,,,,,,,,, +6033,Sri Lanka,2008,11,283,488,717,810,649,415,26,298,288,183,173,172,133,75,98,146,177,284,272,305,65,90,91,105,160,137,126,101,171,239,187,204,124,113,101,174,232,180,145,117,73,,,,,,,,,,,,,, +6034,Sri Lanka,2009,10,328,576,703,860,689,414,24,244,241,172,186,163,144,72,81,110,149,280,287,269,61,98,96,92,116,119,156,126,158,264,194,202,195,140,99,182,247,160,176,134,75,,,,,,,,,,,,,, +6035,Sri Lanka,2010,14,268,539,602,884,683,448,15,255,233,171,183,186,154,68,86,121,162,277,282,316,59,103,109,91,124,168,179,119,179,273,254,249,207,158,117,175,210,187,187,131,102,,,,,,,,,,,,,, +6036,Sri Lanka,2011,12,246,459,585,828,653,479,13,270,217,191,192,191,154,64,104,145,198,267,351,329,91,109,106,99,146,202,194,100,179,295,263,243,209,164,72,185,248,190,200,150,114,,,,,,,,,,,,,, +6037,Sri Lanka,2012,7,243,420,504,799,672,456,17,242,200,162,211,200,136,35,78,115,120,255,334,282,62,74,70,74,107,130,153,112,157,255,227,238,190,136,76,153,182,181,189,151,102,,,,,,,,,,,,,, +6038,Sri Lanka,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,158,502,869,1007,1295,1175,986,152,482,500,417,511,538,418 +6039,Sudan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6040,Sudan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6041,Sudan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6042,Sudan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6043,Sudan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6044,Sudan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6045,Sudan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6046,Sudan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6047,Sudan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6048,Sudan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6049,Sudan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6050,Sudan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6051,Sudan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6052,Sudan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6053,Sudan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6054,Sudan,1995,250,604,796,634,486,362,337,359,490,613,299,403,342,305,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6055,Sudan,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6056,Sudan,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6057,Sudan,1998,805,1079,1533,1133,820,523,453,680,875,1036,723,528,356,247,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6058,Sudan,1999,842,1100,1456,1270,978,841,839,903,1035,1111,1104,817,594,615,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6059,Sudan,2000,785,1028,1511,1351,1119,638,677,817,925,1134,905,771,327,323,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6060,Sudan,2001,732,1018,1368,1085,777,462,301,590,787,910,715,467,212,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6061,Sudan,2002,559,1171,1494,1168,852,511,405,498,865,1007,840,523,275,170,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6062,Sudan,2003,489,1195,1644,1271,856,645,473,443,881,1052,879,562,384,219,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6063,Sudan,2004,537,1377,1791,1465,1035,697,467,426,978,1187,897,601,400,237,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6064,Sudan,2005,425,1358,1990,1541,1151,724,493,381,1102,1203,978,729,411,244,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6065,Sudan,2006,297,1351,1890,1504,1102,710,532,312,965,1108,948,763,442,270,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6066,Sudan,2007,288,1355,1903,1540,1102,729,556,334,992,1318,990,729,467,324,1214,129,221,243,192,98,42,970,91,108,121,97,66,26,84,92,108,151,56,28,21,61,75,81,76,42,19,13,,,,,,,,,,,,,, +6067,Sudan,2008,317,1241,1740,1301,903,610,534,321,850,962,841,601,344,235,959,3202,,,,,,571,2095,,,,,,315,1857,,,,,,239,1437,,,,,,,,,,,,,,,,,,, +6068,Sudan,2009,288,1279,1757,1281,904,606,477,236,806,983,800,557,334,233,965,3269,,,,,,827,2122,,,,,,463,2082,,,,,,357,1584,,,,,,,,,,,,,,,,,,, +6069,Sudan,2010,209,1185,1781,1335,863,497,391,195,761,979,772,520,279,191,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6070,Sudan,2011,107,899,1359,981,689,386,372,113,512,620,513,352,188,175,941,3184,0,0,0,0,0,686,1935,0,0,0,0,0,416,2210,0,0,0,0,0,321,1677,0,0,0,0,0,,,,,,,,,,,,,, +6071,Sudan,2012,117,869,1274,802,466,404,331,115,536,562,470,299,170,172,823,,,,,,,691,,,,,,,424,,,,,,,299,,,,,,,,,,,,,,,,,,,, +6072,Sudan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1205,,,,,,,976,,,,,, +6073,Suriname,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6074,Suriname,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6075,Suriname,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6076,Suriname,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6077,Suriname,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6078,Suriname,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6079,Suriname,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6080,Suriname,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6081,Suriname,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6082,Suriname,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6083,Suriname,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6084,Suriname,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6085,Suriname,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6086,Suriname,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6087,Suriname,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6088,Suriname,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6089,Suriname,1996,1,5,11,11,0,4,6,2,3,6,5,0,3,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6090,Suriname,1997,0,6,7,3,2,0,2,0,4,1,0,1,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6091,Suriname,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6092,Suriname,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6093,Suriname,2000,1,6,6,3,2,0,4,2,3,6,3,0,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6094,Suriname,2001,1,2,7,3,2,4,5,0,2,5,3,2,0,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6095,Suriname,2002,2,1,12,10,2,3,2,0,3,2,4,2,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6096,Suriname,2003,0,5,1,13,6,1,6,1,4,2,2,2,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6097,Suriname,2004,0,6,8,14,6,2,4,0,3,2,1,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6098,Suriname,2005,0,7,8,12,6,3,4,0,3,2,1,2,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6099,Suriname,2006,5,6,13,9,4,1,7,2,1,4,1,8,0,2,0,2,4,3,8,2,8,1,1,3,3,1,4,3,0,2,0,3,0,2,1,1,1,3,3,0,0,0,,,,,,,,,,,,,, +6100,Suriname,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6101,Suriname,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6102,Suriname,2009,2,11,17,21,20,11,10,1,5,13,11,11,11,5,0,1,0,1,1,3,1,1,2,0,2,1,1,0,0,1,0,2,0,2,1,0,1,1,1,0,0,0,,,,,,,,,,,,,, +6103,Suriname,2010,0,5,21,35,19,5,10,1,4,6,10,6,2,8,1,1,6,6,5,4,3,2,2,4,3,3,0,1,3,2,2,1,0,0,0,0,0,1,1,2,1,1,,,,,,,,,,,,,, +6104,Suriname,2011,0,4,7,15,18,3,5,0,1,1,5,2,2,1,1,0,5,5,4,1,4,0,0,6,3,2,2,1,1,0,3,6,2,0,1,0,0,1,4,0,0,2,,,,,,,,,,,,,, +6105,Suriname,2012,0,6,7,15,14,9,7,2,1,7,5,7,1,0,2,2,2,6,1,3,1,1,1,1,1,0,3,0,0,1,2,5,1,1,1,1,0,0,0,0,0,1,,,,,,,,,,,,,, +6106,Suriname,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6,9,18,28,28,13,3,6,5,13,6,4,1,1 +6107,Swaziland,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6108,Swaziland,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6109,Swaziland,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6110,Swaziland,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6111,Swaziland,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6112,Swaziland,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6113,Swaziland,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6114,Swaziland,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6115,Swaziland,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6116,Swaziland,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6117,Swaziland,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6118,Swaziland,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6119,Swaziland,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6120,Swaziland,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6121,Swaziland,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6122,Swaziland,1995,4,59,117,130,98,40,16,5,52,57,39,29,8,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6123,Swaziland,1996,79,39,250,335,263,200,120,64,78,352,204,114,58,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6124,Swaziland,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6125,Swaziland,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6126,Swaziland,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6127,Swaziland,2000,11,130,352,249,138,37,17,10,198,298,62,62,24,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6128,Swaziland,2001,16,180,468,374,238,70,34,22,362,474,196,74,18,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6129,Swaziland,2002,1,94,244,182,117,33,10,9,236,274,127,50,13,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6130,Swaziland,2003,15,120,298,171,96,48,19,14,242,325,145,60,20,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6131,Swaziland,2004,6,152,316,245,140,53,21,17,271,381,182,74,19,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6132,Swaziland,2005,9,162,406,285,139,57,27,14,318,453,207,73,21,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6133,Swaziland,2006,32,187,452,268,164,91,45,35,367,464,245,107,48,25,399,199,493,400,249,132,91,360,301,523,324,148,111,74,55,107,276,188,111,86,26,53,157,277,140,56,32,15,,,,,,,,,,,,,, +6134,Swaziland,2007,,223,479,344,182,57,27,,411,576,232,98,39,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6135,Swaziland,2008,29,231,552,357,193,80,35,39,427,663,309,114,57,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6136,Swaziland,2009,26,221,637,417,208,109,45,54,459,759,353,121,57,32,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6137,Swaziland,2010,30,207,537,369,192,109,50,51,354,662,276,104,54,16,740,156,540,492,266,197,126,690,380,630,390,216,152,89,65,78,293,230,104,79,29,57,142,279,174,54,29,18,,,,,,,,,,,,,, +6138,Swaziland,2011,16,161,459,318,158,69,46,35,281,495,220,86,40,24,71,69,232,218,124,86,90,82,148,327,175,90,66,52,44,64,254,192,87,49,25,39,95,298,133,61,29,25,,,,,,,,,,,,,, +6139,Swaziland,2012,18,163,479,332,168,84,38,39,284,535,242,88,51,27,362,99,411,349,197,143,102,298,194,446,253,119,72,66,34,46,222,171,82,46,29,34,93,234,131,50,17,20,,,,,,,,,,,,,, +6140,Swaziland,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,340,302,1088,952,480,302,194,331,517,1087,562,267,156,113 +6141,Sweden,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6142,Sweden,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6143,Sweden,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6144,Sweden,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6145,Sweden,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6146,Sweden,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6147,Sweden,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6148,Sweden,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6149,Sweden,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6150,Sweden,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6151,Sweden,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6152,Sweden,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6153,Sweden,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6154,Sweden,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6155,Sweden,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6156,Sweden,1995,1,5,12,8,5,4,27,0,10,13,5,5,4,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6157,Sweden,1996,1,11,8,3,5,5,17,1,4,10,4,1,6,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6158,Sweden,1997,0,6,9,13,5,0,16,2,10,8,9,2,3,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6159,Sweden,1998,2,6,9,3,8,3,15,1,10,15,5,0,2,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6160,Sweden,1999,0,13,18,12,5,2,22,1,7,14,7,3,2,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6161,Sweden,2000,0,9,10,12,11,4,25,1,9,8,10,2,2,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6162,Sweden,2001,1,10,15,5,3,1,23,1,4,12,8,2,2,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6163,Sweden,2002,0,6,15,10,8,7,8,0,11,14,8,7,2,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6164,Sweden,2003,0,8,14,12,4,5,20,0,10,18,6,2,0,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6165,Sweden,2004,1,10,19,8,8,12,13,0,11,11,13,2,3,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6166,Sweden,2005,0,7,21,16,10,5,16,1,10,15,12,5,3,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6167,Sweden,2006,0,4,15,14,5,3,16,1,12,14,9,1,2,10,10,12,23,16,9,5,38,8,15,23,7,4,9,24,7,8,28,14,7,1,16,2,15,25,20,10,6,17,,,,,,,,,,,,,, +6168,Sweden,2007,0,7,20,10,5,3,9,1,5,11,8,4,1,12,17,15,18,9,12,11,16,9,17,25,14,7,5,23,4,9,26,17,8,2,11,0,12,23,23,11,7,7,,,,,,,,,,,,,, +6169,Sweden,2008,0,14,15,9,5,7,6,0,12,13,5,4,1,6,3,16,18,11,10,6,10,7,16,18,16,6,9,15,2,14,28,16,13,7,7,5,17,30,28,9,6,17,,,,,,,,,,,,,, +6170,Sweden,2009,0,14,16,10,7,5,11,1,9,10,6,5,2,11,8,19,28,10,13,9,16,4,14,15,13,5,9,14,8,17,40,17,8,5,9,4,31,26,23,8,10,18,,,,,,,,,,,,,, +6171,Sweden,2010,1,10,28,8,5,5,13,2,9,16,11,4,2,3,13,33,33,15,3,8,17,14,29,27,8,6,1,16,4,24,37,19,8,4,6,3,18,36,13,12,5,17,,,,,,,,,,,,,, +6172,Sweden,2011,1,14,15,12,8,3,8,0,12,9,10,2,2,3,13,22,40,12,4,4,15,9,14,15,11,6,6,9,4,26,33,13,7,5,2,2,13,31,17,11,5,1,,,,,,,,,,,,,, +6173,Sweden,2012,0,8,16,8,9,8,13,0,11,10,3,7,2,6,9,39,30,12,10,9,22,8,23,23,17,14,7,10,3,34,43,21,6,8,5,4,18,36,20,11,13,7,,,,,,,,,,,,,, +6174,Sweden,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18,94,93,40,20,25,34,30,48,90,33,39,16,30 +6175,Switzerland,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6176,Switzerland,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6177,Switzerland,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6178,Switzerland,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6179,Switzerland,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6180,Switzerland,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6181,Switzerland,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6182,Switzerland,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6183,Switzerland,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6184,Switzerland,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6185,Switzerland,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6186,Switzerland,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6187,Switzerland,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6188,Switzerland,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6189,Switzerland,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6190,Switzerland,1995,0,12,23,26,23,13,27,1,13,20,9,1,2,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6191,Switzerland,1996,1,12,28,27,17,17,22,0,6,18,4,4,4,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6192,Switzerland,1997,0,16,20,15,11,7,25,0,14,14,6,2,2,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6193,Switzerland,1998,0,15,30,26,12,10,23,1,11,15,6,4,1,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6194,Switzerland,1999,1,9,9,11,2,3,3,0,6,11,6,0,1,3,2,20,20,15,20,8,22,9,10,24,13,5,7,25,0,3,13,11,2,1,10,2,9,11,9,7,3,16,,,,,,,,,,,,,, +6195,Switzerland,2000,0,5,17,10,7,6,6,1,8,11,7,2,1,5,5,17,19,21,16,17,34,1,13,23,22,4,4,20,1,7,9,8,5,4,8,2,14,13,11,3,4,12,,,,,,,,,,,,,, +6196,Switzerland,2001,0,7,16,12,6,9,5,0,4,9,3,2,1,6,5,20,15,19,18,13,26,4,13,28,11,3,5,27,1,8,4,7,5,5,6,2,11,17,9,3,6,12,,,,,,,,,,,,,, +6197,Switzerland,2002,0,10,16,10,16,4,7,0,12,14,5,4,0,4,8,31,21,20,7,14,22,10,20,34,11,6,4,23,1,9,17,8,5,6,9,1,8,10,12,5,5,9,,,,,,,,,,,,,, +6198,Switzerland,2003,0,10,7,20,7,4,9,1,9,9,3,0,5,1,10,24,23,18,19,12,20,7,11,17,11,7,8,23,1,10,14,4,2,1,7,1,13,15,8,13,3,14,,,,,,,,,,,,,, +6199,Switzerland,2004,0,12,11,11,9,7,11,0,6,13,6,3,3,5,5,17,22,24,17,10,23,3,15,20,15,7,9,18,1,8,13,14,2,5,7,1,8,16,10,8,1,11,,,,,,,,,,,,,, +6200,Switzerland,2005,2,8,10,11,11,2,7,0,6,11,8,3,1,4,6,16,25,15,18,7,17,8,13,21,10,5,3,23,1,8,11,14,9,3,14,0,11,14,8,6,3,8,,,,,,,,,,,,,, +6201,Switzerland,2006,1,7,14,6,7,6,7,1,7,14,6,3,0,0,2,13,14,14,15,13,24,4,13,20,19,9,6,21,1,3,12,6,2,3,5,0,4,9,14,5,4,7,,,,,,,,,,,,,, +6202,Switzerland,2007,0,9,7,7,5,4,8,1,8,13,3,0,2,5,3,12,13,15,14,6,17,8,7,23,8,6,7,12,2,10,7,5,2,2,14,1,4,16,8,8,5,6,,,,,,,,,,,,,, +6203,Switzerland,2008,0,8,13,5,4,3,4,1,3,13,6,2,1,1,3,14,24,13,9,8,16,5,6,19,15,7,6,11,1,4,13,13,3,5,3,1,7,17,13,4,2,13,,,,,,,,,,,,,, +6204,Switzerland,2009,0,11,10,12,7,2,4,1,1,10,8,5,1,2,5,15,20,15,13,10,12,5,9,21,12,7,9,10,2,13,11,5,6,4,4,3,5,12,8,7,5,12,,,,,,,,,,,,,, +6205,Switzerland,2010,0,6,12,9,6,5,8,0,7,15,6,4,1,3,5,11,16,14,10,9,17,6,13,22,11,4,3,8,1,9,10,11,4,6,2,0,3,13,11,7,4,10,,,,,,,,,,,,,, +6206,Switzerland,2011,2,8,16,10,13,7,3,2,6,13,2,4,2,2,6,14,21,15,19,12,15,8,13,10,10,9,5,13,0,12,16,14,3,5,10,1,2,16,13,17,0,10,,,,,,,,,,,,,, +6207,Switzerland,2012,0,3,18,8,6,5,11,0,7,15,7,1,2,4,5,9,20,15,8,6,6,6,3,18,9,5,4,10,1,10,11,7,0,3,11,1,7,8,11,5,2,7,,,,,,,,,,,,,, +6208,Switzerland,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15,39,53,42,23,27,39,7,26,65,54,16,23,37 +6209,Syrian Arab Republic,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6210,Syrian Arab Republic,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6211,Syrian Arab Republic,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6212,Syrian Arab Republic,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6213,Syrian Arab Republic,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6214,Syrian Arab Republic,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6215,Syrian Arab Republic,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6216,Syrian Arab Republic,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6217,Syrian Arab Republic,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6218,Syrian Arab Republic,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6219,Syrian Arab Republic,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6220,Syrian Arab Republic,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6221,Syrian Arab Republic,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6222,Syrian Arab Republic,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6223,Syrian Arab Republic,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6224,Syrian Arab Republic,1995,13,332,255,111,70,59,50,22,158,97,53,44,37,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6225,Syrian Arab Republic,1996,11,390,290,110,90,69,60,12,200,107,57,51,45,31,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6226,Syrian Arab Republic,1997,6,337,295,118,74,52,52,23,201,112,47,31,36,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6227,Syrian Arab Republic,1998,5,335,293,111,93,48,50,20,197,99,43,49,18,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6228,Syrian Arab Republic,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6229,Syrian Arab Republic,2000,8,359,289,125,86,76,55,23,195,101,53,46,38,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6230,Syrian Arab Republic,2001,8,317,248,134,108,64,47,26,210,116,56,50,42,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6231,Syrian Arab Republic,2002,12,359,278,121,80,62,61,23,182,116,53,43,31,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6232,Syrian Arab Republic,2003,10,343,279,127,98,75,64,26,242,99,68,48,33,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6233,Syrian Arab Republic,2004,13,318,308,115,113,77,50,20,230,121,46,56,59,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6234,Syrian Arab Republic,2005,9,266,237,111,112,62,63,27,182,108,59,59,32,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6235,Syrian Arab Republic,2006,8,225,267,137,110,71,44,18,195,109,42,53,39,34,36,65,47,31,35,40,42,51,76,25,25,34,29,27,171,288,188,70,63,58,69,154,298,225,130,104,80,52,,,,,,,,,,,,,, +6236,Syrian Arab Republic,2007,7,198,222,123,74,49,59,14,148,106,41,43,30,41,31,73,86,56,52,26,45,44,103,52,37,26,42,33,188,288,202,90,57,56,75,198,345,244,133,120,95,78,,,,,,,,,,,,,, +6237,Syrian Arab Republic,2008,18,170,212,128,82,61,52,30,149,80,48,32,29,25,32,80,77,55,40,40,52,37,68,59,35,26,30,36,171,227,188,75,57,38,80,152,285,238,126,105,83,63,,,,,,,,,,,,,, +6238,Syrian Arab Republic,2009,10,172,212,121,97,74,47,17,167,82,41,44,34,25,21,76,65,53,54,47,55,43,81,39,38,40,31,32,155,203,179,92,67,61,77,164,336,273,154,126,82,67,,,,,,,,,,,,,, +6239,Syrian Arab Republic,2010,7,170,212,101,80,65,49,16,164,105,47,41,38,27,14,62,61,37,32,42,50,38,62,51,20,22,23,30,189,191,175,79,62,43,67,157,293,263,152,124,83,70,,,,,,,,,,,,,, +6240,Syrian Arab Republic,2011,8,139,195,116,81,49,45,20,113,97,56,35,36,37,23,39,51,30,33,31,31,19,52,30,14,21,8,11,267,172,181,58,64,44,47,215,247,254,126,109,61,70,,,,,,,,,,,,,, +6241,Syrian Arab Republic,2012,7,91,146,90,85,46,41,5,104,75,35,33,32,19,18,41,34,25,37,24,24,21,40,34,25,15,14,12,245,121,128,65,47,37,41,192,249,238,147,84,70,38,,,,,,,,,,,,,, +6242,Syrian Arab Republic,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,211,273,304,201,180,127,113,192,344,320,197,150,103,80 +6243,Tajikistan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6244,Tajikistan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6245,Tajikistan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6246,Tajikistan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6247,Tajikistan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6248,Tajikistan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6249,Tajikistan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6250,Tajikistan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6251,Tajikistan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6252,Tajikistan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6253,Tajikistan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6254,Tajikistan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6255,Tajikistan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6256,Tajikistan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6257,Tajikistan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6258,Tajikistan,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6259,Tajikistan,1996,4,22,25,23,12,12,4,5,18,26,46,20,11,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6260,Tajikistan,1997,8,16,38,26,18,12,8,7,17,33,24,17,12,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6261,Tajikistan,1998,9,67,90,48,18,22,10,2,33,60,37,21,10,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6262,Tajikistan,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6263,Tajikistan,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6264,Tajikistan,2001,8,129,152,89,43,17,16,0,61,83,62,25,11,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6265,Tajikistan,2002,7,134,133,66,45,28,19,6,69,84,46,29,15,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6266,Tajikistan,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6267,Tajikistan,2004,7,146,90,58,34,12,10,11,77,59,41,23,17,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6268,Tajikistan,2005,8,308,279,164,104,54,48,26,225,185,151,89,43,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6269,Tajikistan,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6270,Tajikistan,2007,13,413,361,194,132,63,65,21,329,243,154,92,61,87,61,444,320,186,122,54,51,65,235,220,135,103,71,53,228,386,167,96,52,27,36,197,172,150,90,69,40,23,,,,,,,,,,,,,, +6271,Tajikistan,2008,7,437,358,165,113,52,64,25,290,211,121,101,40,73,70,447,343,194,149,69,71,61,258,229,158,121,68,47,222,435,191,114,77,27,27,162,162,119,90,72,50,25,,,,,,,,,,,,,, +6272,Tajikistan,2009,4,407,322,173,107,78,58,12,253,223,111,92,60,72,59,461,363,182,108,60,56,47,257,258,141,104,74,38,188,389,174,95,80,30,33,146,178,130,93,71,41,36,,,,,,,,,,,,,, +6273,Tajikistan,2010,12,398,366,214,129,93,74,23,320,272,111,109,87,82,51,432,283,174,119,64,62,62,251,216,122,96,62,44,189,262,173,88,72,40,31,154,249,165,78,68,35,27,,,,,,,,,,,,,, +6274,Tajikistan,2011,8,343,365,181,128,75,77,31,314,229,104,100,105,114,71,417,309,188,124,84,62,66,248,227,116,114,67,55,241,321,151,78,60,32,32,152,158,148,82,68,56,34,,,,,,,,,,,,,, +6275,Tajikistan,2012,8,346,320,169,124,75,72,16,243,243,105,99,94,127,50,380,325,163,104,68,59,42,192,193,120,100,72,43,138,301,157,92,61,47,33,106,186,164,85,81,46,35,,,,,,,,,,,,,, +6276,Tajikistan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,205,949,779,399,280,207,176,184,621,564,295,258,224,165 +6277,Thailand,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6278,Thailand,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6279,Thailand,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6280,Thailand,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6281,Thailand,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6282,Thailand,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6283,Thailand,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6284,Thailand,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6285,Thailand,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6286,Thailand,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6287,Thailand,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6288,Thailand,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6289,Thailand,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6290,Thailand,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6291,Thailand,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6292,Thailand,1995,59,1191,2936,2948,2434,2607,2346,52,741,888,782,936,1175,1178,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6293,Thailand,1996,54,1088,2857,2496,1935,2004,1772,50,598,844,683,718,918,980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6294,Thailand,1997,53,864,2336,2101,1488,1434,1326,38,545,725,504,475,633,690,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6295,Thailand,1998,11,427,1153,1098,892,945,985,17,297,401,317,386,475,558,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6296,Thailand,1999,20,791,2123,2015,1702,1705,1795,30,511,771,676,750,879,1164,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6297,Thailand,2000,27,859,2570,2380,2117,1908,2213,32,624,1035,780,873,1016,1321,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6298,Thailand,2001,37,1868,5192,4516,3269,2617,2912,58,999,1550,1231,1251,1265,1777,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6299,Thailand,2002,35,1352,3805,3699,3155,2556,3077,61,897,1525,1212,1143,1307,1769,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6300,Thailand,2003,41,1636,4615,4259,3497,2740,3241,49,944,1678,1350,1279,1264,1866,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6301,Thailand,2004,46,1421,4211,4542,3831,2787,3379,50,951,1602,1335,1217,1203,1846,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6302,Thailand,2005,44,1344,3814,4393,4003,2831,3407,57,907,1662,1334,1367,1259,1938,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6303,Thailand,2006,43,1276,3732,4664,4055,3084,3732,65,884,1542,1379,1349,1287,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6304,Thailand,2007,48,1261,3398,4487,4168,3122,3748,50,885,1481,1418,1302,1281,1938,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6305,Thailand,2008,66,1222,3374,4425,4164,3167,3836,77,865,1513,1345,1407,1276,2051,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6306,Thailand,2009,43,1348,3484,4692,4921,3597,4282,80,1137,2032,1781,1633,1493,2287,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6307,Thailand,2010,55,1506,3695,5253,5042,3625,4189,82,1087,1930,1749,1467,1494,2276,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6308,Thailand,2011,38,1546,3650,5139,5140,3734,4080,76,1214,1773,1658,1586,1402,2133,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6309,Thailand,2012,35,1444,3277,4705,4867,3780,3863,82,995,1491,1613,1424,1364,2058,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6310,Thailand,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6311,The Former Yugoslav Republic of Macedonia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6312,The Former Yugoslav Republic of Macedonia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6313,The Former Yugoslav Republic of Macedonia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6314,The Former Yugoslav Republic of Macedonia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6315,The Former Yugoslav Republic of Macedonia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6316,The Former Yugoslav Republic of Macedonia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6317,The Former Yugoslav Republic of Macedonia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6318,The Former Yugoslav Republic of Macedonia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6319,The Former Yugoslav Republic of Macedonia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6320,The Former Yugoslav Republic of Macedonia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6321,The Former Yugoslav Republic of Macedonia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6322,The Former Yugoslav Republic of Macedonia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6323,The Former Yugoslav Republic of Macedonia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6324,The Former Yugoslav Republic of Macedonia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6325,The Former Yugoslav Republic of Macedonia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6326,The Former Yugoslav Republic of Macedonia,1995,2,15,42,45,33,29,24,2,32,30,20,11,17,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6327,The Former Yugoslav Republic of Macedonia,1996,5,17,20,35,16,25,22,3,15,25,17,9,19,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6328,The Former Yugoslav Republic of Macedonia,1997,1,8,21,25,24,21,21,1,14,19,13,6,7,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6329,The Former Yugoslav Republic of Macedonia,1998,3,14,19,56,18,21,13,5,16,18,8,8,6,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6330,The Former Yugoslav Republic of Macedonia,1999,1,11,10,19,27,15,5,1,7,9,5,1,10,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6331,The Former Yugoslav Republic of Macedonia,2000,5,8,14,20,19,20,14,1,15,14,17,5,5,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6332,The Former Yugoslav Republic of Macedonia,2001,1,10,17,17,15,21,16,1,17,18,14,7,3,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6333,The Former Yugoslav Republic of Macedonia,2002,2,20,17,28,31,22,7,3,18,24,12,4,6,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6334,The Former Yugoslav Republic of Macedonia,2003,1,20,23,35,28,17,17,0,16,16,9,9,1,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6335,The Former Yugoslav Republic of Macedonia,2004,2,12,18,19,33,21,15,0,15,20,19,6,3,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6336,The Former Yugoslav Republic of Macedonia,2005,2,14,20,23,20,18,13,2,17,13,10,7,5,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6337,The Former Yugoslav Republic of Macedonia,2006,0,15,15,25,37,18,7,3,16,9,9,6,7,11,32,20,7,13,23,12,29,29,13,7,8,8,6,11,6,10,8,6,7,7,7,8,11,11,18,8,12,14,,,,,,,,,,,,,, +6338,The Former Yugoslav Republic of Macedonia,2007,1,12,22,27,46,21,19,4,11,12,9,4,4,8,32,12,14,15,21,16,16,7,10,6,6,7,6,9,5,12,7,6,8,5,9,6,8,14,11,8,5,13,,,,,,,,,,,,,, +6339,The Former Yugoslav Republic of Macedonia,2008,1,18,21,13,25,15,15,2,24,15,14,8,7,10,13,12,9,8,8,10,16,19,11,3,5,5,6,8,3,16,11,6,5,7,8,2,5,11,9,5,11,8,,,,,,,,,,,,,, +6340,The Former Yugoslav Republic of Macedonia,2009,1,28,24,30,23,13,14,2,14,16,10,4,5,14,8,6,9,11,6,3,11,11,9,9,6,2,5,7,4,15,9,6,7,1,9,5,14,10,5,11,9,11,,,,,,,,,,,,,, +6341,The Former Yugoslav Republic of Macedonia,2010,0,6,19,24,24,12,11,0,9,12,7,7,4,6,6,10,12,10,17,12,14,14,9,7,5,8,4,7,9,8,6,7,3,1,9,4,4,9,7,7,10,8,,,,,,,,,,,,,, +6342,The Former Yugoslav Republic of Macedonia,2011,3,17,11,19,21,10,6,1,14,9,6,3,1,11,12,5,5,4,8,8,11,8,7,10,1,3,7,10,3,8,0,3,9,2,7,6,4,6,5,6,8,9,,,,,,,,,,,,,, +6343,The Former Yugoslav Republic of Macedonia,2012,0,16,14,12,19,15,13,0,12,14,9,6,10,7,10,3,8,5,12,7,12,13,7,3,3,6,1,5,3,11,3,6,8,8,9,3,8,4,4,3,0,8,,,,,,,,,,,,,, +6344,The Former Yugoslav Republic of Macedonia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12,14,30,32,46,39,41,11,12,15,14,15,17,20 +6345,Timor-Leste,2002,13,119,145,119,107,58,35,20,118,124,88,91,40,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6346,Timor-Leste,2003,5,130,135,107,98,66,41,13,98,116,76,76,43,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6347,Timor-Leste,2004,5,133,134,95,99,65,48,19,109,116,83,51,27,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6348,Timor-Leste,2005,8,136,149,116,119,52,47,8,127,90,76,60,18,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6349,Timor-Leste,2006,1,128,115,103,75,48,49,8,102,76,82,63,34,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6350,Timor-Leste,2007,4,128,129,89,77,69,65,10,120,98,89,76,36,31,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6351,Timor-Leste,2008,6,115,88,93,73,52,54,4,87,72,85,67,35,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6352,Timor-Leste,2009,8,158,120,94,88,75,106,9,124,127,105,69,63,60,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6353,Timor-Leste,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6354,Timor-Leste,2011,14,199,177,137,114,99,146,16,176,182,113,85,77,75,366,,,,,,,282,,,,,,,51,,,,,,,55,,,,,,,,,,,,,,,,,,,, +6355,Timor-Leste,2012,7,196,172,128,119,114,129,12,154,143,120,75,84,92,171,,,,,,,163,,,,,,,62,,,,,,,56,,,,,,,,,,,,,,,,,,,, +6356,Timor-Leste,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,167,,,,,,,173,,,,,, +6357,Togo,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6358,Togo,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6359,Togo,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6360,Togo,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6361,Togo,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6362,Togo,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6363,Togo,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6364,Togo,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6365,Togo,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6366,Togo,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6367,Togo,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6368,Togo,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6369,Togo,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6370,Togo,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6371,Togo,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6372,Togo,1995,7,95,151,123,82,64,49,9,80,96,45,38,23,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6373,Togo,1996,11,95,153,134,89,37,50,12,89,117,45,45,15,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6374,Togo,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6375,Togo,1998,13,85,177,136,86,48,36,15,95,113,52,36,17,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6376,Togo,1999,11,92,169,124,80,42,37,7,88,123,64,32,25,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6377,Togo,2000,4,101,168,144,109,48,39,13,107,124,50,36,24,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6378,Togo,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6379,Togo,2002,10,140,239,166,104,55,40,12,125,148,79,43,29,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6380,Togo,2003,10,126,229,192,120,66,57,15,102,149,80,55,26,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6381,Togo,2004,9,145,286,233,143,69,66,12,150,205,103,55,37,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6382,Togo,2005,11,177,320,283,125,79,69,23,157,236,146,67,41,32,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6383,Togo,2006,15,174,358,344,183,94,79,29,214,268,170,96,58,49,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6384,Togo,2007,7,156,309,276,170,73,66,17,184,256,150,67,35,30,194,,,,,,,,,,,,,,356,,,,,,,,,,,,,,,,,,,,,,,,,,, +6385,Togo,2008,15,194,379,338,214,113,78,29,202,302,170,94,47,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6386,Togo,2009,15,168,378,331,233,130,89,27,197,288,166,86,42,46,8,7,19,29,24,16,14,11,13,28,13,15,10,6,17,20,40,41,36,22,13,17,20,21,30,33,15,0,,,,,,,,,,,,,, +6387,Togo,2010,21,150,350,358,217,116,80,39,163,285,148,78,62,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6388,Togo,2011,15,169,340,350,234,123,85,11,167,277,146,89,50,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6389,Togo,2012,9,171,338,341,237,121,87,17,165,287,154,109,48,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6390,Togo,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,41,216,401,412,307,158,92,44,191,300,190,125,70,53 +6391,Tokelau,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6392,Tokelau,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6393,Tokelau,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6394,Tokelau,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6395,Tokelau,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6396,Tokelau,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6397,Tokelau,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6398,Tokelau,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6399,Tokelau,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6400,Tokelau,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6401,Tokelau,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6402,Tokelau,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6403,Tokelau,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6404,Tokelau,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6405,Tokelau,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6406,Tokelau,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6407,Tokelau,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6408,Tokelau,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6409,Tokelau,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6410,Tokelau,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6411,Tokelau,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6412,Tokelau,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6413,Tokelau,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6414,Tokelau,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6415,Tokelau,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6416,Tokelau,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6417,Tokelau,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6418,Tokelau,2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6419,Tokelau,2008,,0,0,0,0,0,,,0,0,0,0,0,0,,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6420,Tokelau,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6421,Tokelau,2010,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6422,Tokelau,2011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6423,Tokelau,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6424,Tokelau,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +6425,Tonga,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6426,Tonga,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6427,Tonga,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6428,Tonga,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6429,Tonga,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6430,Tonga,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6431,Tonga,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6432,Tonga,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6433,Tonga,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6434,Tonga,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6435,Tonga,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6436,Tonga,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6437,Tonga,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6438,Tonga,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6439,Tonga,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6440,Tonga,1995,0,1,0,0,0,1,2,0,0,1,1,0,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6441,Tonga,1996,0,1,1,2,0,6,0,0,1,1,1,0,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6442,Tonga,1997,0,2,1,1,0,1,2,0,4,0,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6443,Tonga,1998,0,2,3,1,2,1,2,1,1,0,0,0,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6444,Tonga,1999,0,1,0,0,1,3,2,0,1,0,0,0,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6445,Tonga,2000,,2,1,1,,1,5,,1,1,1,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6446,Tonga,2001,0,0,1,0,0,2,1,0,0,2,1,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6447,Tonga,2002,,1,,,4,,10,,1,1,1,,1,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6448,Tonga,2003,0,1,1,1,1,0,2,0,1,0,1,1,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6449,Tonga,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6450,Tonga,2005,0,2,1,0,2,1,0,0,2,1,0,0,2,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6451,Tonga,2006,0,1,0,0,1,2,4,0,1,1,2,0,0,2,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6452,Tonga,2007,0,2,1,0,0,1,5,0,3,1,1,0,0,0,1,0,1,1,0,0,1,0,1,0,0,0,0,0,0,1,2,0,0,1,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6453,Tonga,2008,0,2,0,2,2,1,1,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,,,,,,,,,,,,,, +6454,Tonga,2009,0,0,0,1,1,0,0,0,0,1,0,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6455,Tonga,2010,0,0,0,1,0,1,3,0,0,0,0,1,0,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,,,,,,,,,,,,,, +6456,Tonga,2011,0,0,1,0,0,0,1,2,0,1,1,0,0,0,0,0,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6457,Tonga,2012,0,0,0,0,2,0,2,0,2,0,0,1,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,,,,,,,,,,,,,, +6458,Tonga,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,2,0,0,1,1,0,0,0,3,1,2 +6459,Trinidad and Tobago,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6460,Trinidad and Tobago,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6461,Trinidad and Tobago,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6462,Trinidad and Tobago,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6463,Trinidad and Tobago,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6464,Trinidad and Tobago,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6465,Trinidad and Tobago,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6466,Trinidad and Tobago,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6467,Trinidad and Tobago,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6468,Trinidad and Tobago,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6469,Trinidad and Tobago,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6470,Trinidad and Tobago,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6471,Trinidad and Tobago,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6472,Trinidad and Tobago,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6473,Trinidad and Tobago,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6474,Trinidad and Tobago,1995,2,6,15,10,12,7,4,0,6,4,2,5,3,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6475,Trinidad and Tobago,1996,0,4,7,9,9,6,6,0,5,5,5,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6476,Trinidad and Tobago,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6477,Trinidad and Tobago,1998,0,9,12,21,14,9,8,1,5,3,5,2,5,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6478,Trinidad and Tobago,1999,0,11,18,13,8,5,6,0,4,6,7,3,4,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6479,Trinidad and Tobago,2000,0,7,18,27,17,7,7,0,5,7,9,5,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6480,Trinidad and Tobago,2001,5,10,21,36,24,17,18,5,10,11,15,9,9,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6481,Trinidad and Tobago,2002,0,8,13,20,12,12,3,0,4,11,3,2,0,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6482,Trinidad and Tobago,2003,0,9,13,10,13,10,6,1,2,2,0,8,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6483,Trinidad and Tobago,2004,,3,10,24,7,10,7,2,3,8,1,5,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6484,Trinidad and Tobago,2005,0,10,11,13,21,10,3,0,4,9,3,5,4,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6485,Trinidad and Tobago,2006,2,7,27,23,20,16,12,1,3,10,5,4,8,23,3,2,10,11,14,8,1,3,1,1,3,2,,1,,,3,5,3,,2,,,3,1,,,,,,,,,,,,,,,,, +6486,Trinidad and Tobago,2007,1,10,16,21,28,18,5,0,5,7,7,4,3,5,2,2,2,9,10,9,9,3,2,1,1,2,1,1,1,2,2,4,2,3,0,0,0,0,2,2,1,0,,,,,,,,,,,,,, +6487,Trinidad and Tobago,2008,2,9,15,19,34,29,14,1,11,12,4,8,4,7,9,4,13,7,14,12,15,1,5,6,2,5,3,1,0,0,0,4,2,0,1,0,0,1,0,1,0,0,,,,,,,,,,,,,, +6488,Trinidad and Tobago,2009,2,6,18,26,20,25,13,2,4,11,9,9,4,5,3,3,6,10,21,7,14,7,5,2,4,4,2,3,1,0,2,1,7,2,1,2,0,1,1,1,0,0,,,,,,,,,,,,,, +6489,Trinidad and Tobago,2010,0,11,21,17,32,20,8,0,4,7,7,5,2,2,5,2,7,6,9,10,2,0,2,4,1,3,1,6,3,1,3,1,1,2,0,0,3,2,1,2,1,0,,,,,,,,,,,,,, +6490,Trinidad and Tobago,2011,1,14,27,13,15,16,7,1,6,7,3,4,2,5,4,3,12,11,7,9,6,1,4,2,3,9,1,5,0,2,4,2,2,0,0,0,4,0,1,2,1,1,,,,,,,,,,,,,, +6491,Trinidad and Tobago,2012,0,7,31,22,28,12,11,2,9,11,10,8,4,12,2,2,7,9,12,14,17,0,1,5,4,4,2,2,2,2,1,1,2,2,0,1,1,3,1,0,1,2,,,,,,,,,,,,,, +6492,Trinidad and Tobago,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6,14,48,41,36,26,24,7,5,14,7,5,7,10 +6493,Tunisia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6494,Tunisia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6495,Tunisia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6496,Tunisia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6497,Tunisia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6498,Tunisia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6499,Tunisia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6500,Tunisia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6501,Tunisia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6502,Tunisia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6503,Tunisia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6504,Tunisia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6505,Tunisia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6506,Tunisia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6507,Tunisia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6508,Tunisia,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6509,Tunisia,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6510,Tunisia,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6511,Tunisia,1998,11,134,206,155,108,88,95,12,80,65,43,39,43,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6512,Tunisia,1999,18,137,221,181,106,88,129,15,80,76,62,40,29,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6513,Tunisia,2000,16,139,208,156,109,65,101,7,68,59,43,21,21,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6514,Tunisia,2001,23,141,185,157,103,83,100,9,62,42,47,30,42,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6515,Tunisia,2002,1,112,184,153,99,67,65,6,55,50,36,28,34,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6516,Tunisia,2003,3,100,164,129,95,66,74,7,57,56,36,34,24,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6517,Tunisia,2004,9,100,181,128,123,62,91,7,44,55,39,47,19,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6518,Tunisia,2005,5,103,172,133,115,53,81,7,66,61,39,36,16,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6519,Tunisia,2006,5,125,174,119,111,58,85,3,53,52,33,33,33,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6520,Tunisia,2007,1,124,171,117,104,71,75,11,69,54,42,28,29,45,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6521,Tunisia,2008,6,130,188,118,125,80,59,7,68,57,35,24,18,52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6522,Tunisia,2009,6,80,175,122,134,71,81,7,52,55,43,42,18,45,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6523,Tunisia,2010,9,115,194,170,125,93,88,4,64,64,39,34,40,52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6524,Tunisia,2011,6,110,194,118,126,108,63,10,60,60,50,44,35,47,1,24,29,19,19,23,34,0,20,14,17,21,11,14,59,107,127,75,88,49,66,67,165,209,191,155,142,113,,,,,,,,,,,,,, +6525,Tunisia,2012,10,88,191,149,114,93,88,7,51,56,46,48,46,72,2,19,39,35,23,30,31,4,13,16,18,16,16,20,87,124,123,99,105,74,80,94,200,225,189,186,162,105,,,,,,,,,,,,,, +6526,Tunisia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,91,210,360,288,216,182,177,105,239,349,230,228,189,171 +6527,Turkey,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6528,Turkey,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6529,Turkey,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6530,Turkey,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6531,Turkey,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6532,Turkey,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6533,Turkey,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6534,Turkey,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6535,Turkey,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6536,Turkey,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6537,Turkey,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6538,Turkey,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6539,Turkey,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6540,Turkey,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6541,Turkey,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6542,Turkey,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6543,Turkey,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6544,Turkey,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6545,Turkey,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6546,Turkey,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6547,Turkey,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6548,Turkey,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6549,Turkey,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6550,Turkey,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6551,Turkey,2004,0,50,38,50,41,28,19,2,24,21,8,4,7,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6552,Turkey,2005,33,1148,1295,1028,963,534,429,50,699,474,243,175,166,213,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6553,Turkey,2006,40,1212,1391,1003,1045,575,473,56,769,507,235,155,149,256,271,727,693,511,426,321,346,272,531,365,194,120,122,170,227,759,581,349,265,210,266,247,610,576,446,386,339,348,,,,,,,,,,,,,, +6554,Turkey,2007,50,1091,1245,984,978,571,512,63,708,531,246,165,128,255,239,649,636,419,390,251,301,207,516,332,172,135,96,149,201,735,601,347,267,212,288,192,597,613,466,473,415,383,,,,,,,,,,,,,, +6555,Turkey,2008,48,940,1090,953,947,607,453,57,653,485,233,152,139,236,227,617,600,379,344,287,281,226,459,339,170,121,109,166,211,591,535,319,278,232,274,180,510,588,461,431,409,423,,,,,,,,,,,,,, +6556,Turkey,2009,34,817,986,729,865,500,432,36,479,469,171,137,127,225,211,554,558,375,384,260,310,248,452,341,174,137,121,164,210,563,505,321,288,232,295,201,545,586,458,513,463,467,,,,,,,,,,,,,, +6557,Turkey,2010,23,631,779,703,778,514,407,33,485,384,193,141,101,203,246,476,500,362,367,273,313,222,450,359,140,138,147,198,205,502,478,363,301,275,335,150,490,587,458,509,475,489,,,,,,,,,,,,,, +6558,Turkey,2011,22,550,693,608,696,482,412,25,409,385,195,117,121,212,212,441,452,343,331,314,310,212,380,298,150,127,159,196,140,519,468,311,307,325,353,133,426,602,496,501,493,491,,,,,,,,,,,,,, +6559,Turkey,2012,20,507,655,575,650,476,398,30,369,308,168,97,105,227,170,396,434,330,334,340,363,174,349,288,175,118,133,225,151,449,462,346,298,261,293,127,364,544,419,474,442,491,,,,,,,,,,,,,, +6560,Turkey,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,282,1276,1313,1175,1378,1114,1151,299,998,1136,743,663,682,960 +6561,Turkmenistan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6562,Turkmenistan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6563,Turkmenistan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6564,Turkmenistan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6565,Turkmenistan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6566,Turkmenistan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6567,Turkmenistan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6568,Turkmenistan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6569,Turkmenistan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6570,Turkmenistan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6571,Turkmenistan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6572,Turkmenistan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6573,Turkmenistan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6574,Turkmenistan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6575,Turkmenistan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6576,Turkmenistan,1995,1,11,188,0,79,30,0,2,15,146,0,47,25,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6577,Turkmenistan,1996,0,15,114,101,44,37,23,2,12,75,72,25,19,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6578,Turkmenistan,1997,2,14,208,77,90,69,10,0,10,95,75,47,45,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6579,Turkmenistan,1998,0,100,210,131,64,48,12,2,59,69,43,28,16,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6580,Turkmenistan,1999,5,129,225,174,77,43,17,2,51,103,65,32,27,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6581,Turkmenistan,2000,16,103,185,144,127,31,21,19,73,140,76,31,34,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6582,Turkmenistan,2001,1,169,295,196,93,46,21,3,113,137,70,40,32,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6583,Turkmenistan,2002,2,164,249,224,112,38,21,3,113,143,74,57,34,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6584,Turkmenistan,2003,3,148,265,212,112,37,14,5,94,139,84,42,21,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6585,Turkmenistan,2004,0,129,250,174,123,37,12,2,90,128,68,45,26,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6586,Turkmenistan,2005,2,148,181,146,97,51,13,3,100,101,72,46,27,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6587,Turkmenistan,2006,0,140,273,191,120,33,18,5,107,115,72,34,24,23,8,140,180,126,71,35,12,7,87,100,62,24,24,12,9,38,42,28,15,14,4,9,18,23,30,12,10,4,,,,,,,,,,,,,, +6588,Turkmenistan,2007,2,176,272,224,137,56,23,6,129,132,81,69,36,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6589,Turkmenistan,2008,3,176,235,201,164,56,24,4,126,146,81,56,29,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6590,Turkmenistan,2009,0,178,223,221,155,59,32,5,146,119,90,65,47,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6591,Turkmenistan,2010,1,130,212,183,141,51,26,2,112,112,74,46,38,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6592,Turkmenistan,2011,0,117,179,167,134,91,23,1,113,115,94,50,33,20,26,93,151,149,123,71,15,24,103,95,79,42,20,12,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6593,Turkmenistan,2012,1,111,200,171,135,62,20,0,137,120,56,64,37,33,22,204,170,131,93,43,11,21,112,142,61,63,37,7,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6594,Turkmenistan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6595,Turks and Caicos Islands,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6596,Turks and Caicos Islands,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6597,Turks and Caicos Islands,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6598,Turks and Caicos Islands,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6599,Turks and Caicos Islands,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6600,Turks and Caicos Islands,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6601,Turks and Caicos Islands,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6602,Turks and Caicos Islands,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6603,Turks and Caicos Islands,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6604,Turks and Caicos Islands,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6605,Turks and Caicos Islands,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6606,Turks and Caicos Islands,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6607,Turks and Caicos Islands,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6608,Turks and Caicos Islands,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6609,Turks and Caicos Islands,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6610,Turks and Caicos Islands,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6611,Turks and Caicos Islands,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6612,Turks and Caicos Islands,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6613,Turks and Caicos Islands,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6614,Turks and Caicos Islands,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6615,Turks and Caicos Islands,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6616,Turks and Caicos Islands,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6617,Turks and Caicos Islands,2002,,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6618,Turks and Caicos Islands,2003,0,0,2,0,0,0,0,0,0,2,0,2,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6619,Turks and Caicos Islands,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6620,Turks and Caicos Islands,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6621,Turks and Caicos Islands,2006,0,1,1,0,0,0,0,0,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6622,Turks and Caicos Islands,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6623,Turks and Caicos Islands,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6624,Turks and Caicos Islands,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6625,Turks and Caicos Islands,2010,0,0,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6626,Turks and Caicos Islands,2011,0,2,3,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6627,Turks and Caicos Islands,2012,0,0,,2,0,0,0,0,0,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,,,,,,,,,,,,,, +6628,Turks and Caicos Islands,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,,1,,, +6629,Tuvalu,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6630,Tuvalu,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6631,Tuvalu,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6632,Tuvalu,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6633,Tuvalu,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6634,Tuvalu,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6635,Tuvalu,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6636,Tuvalu,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6637,Tuvalu,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6638,Tuvalu,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6639,Tuvalu,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6640,Tuvalu,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6641,Tuvalu,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6642,Tuvalu,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6643,Tuvalu,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6644,Tuvalu,1995,1,0,1,0,0,1,0,0,1,1,0,0,1,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6645,Tuvalu,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6646,Tuvalu,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6647,Tuvalu,1998,1,,3,2,,1,1,6,,1,1,1,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6648,Tuvalu,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6649,Tuvalu,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6650,Tuvalu,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6651,Tuvalu,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6652,Tuvalu,2003,4,2,0,1,6,0,0,0,3,0,1,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6653,Tuvalu,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6654,Tuvalu,2005,,,,,1,1,,,1,,,,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6655,Tuvalu,2006,0,1,0,0,0,0,0,0,1,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,2,1,0,1,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6656,Tuvalu,2007,1,1,0,2,0,0,2,2,0,0,0,1,3,0,,,,,,,,,1,,,,,,2,,,,,,,,,,,,,,,,,,,,,,,,,,, +6657,Tuvalu,2008,2,2,1,0,1,0,0,0,1,2,2,1,0,0,0,0,1,1,1,0,0,1,0,0,1,0,0,0,0,1,1,0,0,0,0,1,0,0,0,0,0,0,,,,,,,,,,,,,, +6658,Tuvalu,2009,,1,,1,,,,1,,,1,2,1,1,,,,,,,,,,,,,,,3,2,,1,,,,1,1,,1,,,,,,,,,,,,,,,,, +6659,Tuvalu,2010,0,1,0,0,1,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,5,0,0,0,0,0,1,0,0,0,0,0,0,1,,,,,,,,,,,,,, +6660,Tuvalu,2011,1,1,,,,1,,,,,,1,,,,,,2,1,,,1,,,,,,,1,1,1,,,,,1,,,,,,,,,,,,,,,,,,,, +6661,Tuvalu,2012,,1,,1,1,,,2,1,,,2,,,,,,,1,,1,,,,,,,,2,1,1,1,1,,1,,,1,,,1,,,,,,,,,,,,,,, +6662,Tuvalu,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,4,1,0,2,2,2,1,2,1,0,3,0,0 +6663,Uganda,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6664,Uganda,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6665,Uganda,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6666,Uganda,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6667,Uganda,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6668,Uganda,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6669,Uganda,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6670,Uganda,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6671,Uganda,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6672,Uganda,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6673,Uganda,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6674,Uganda,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6675,Uganda,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6676,Uganda,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6677,Uganda,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6678,Uganda,1995,370,1193,2491,1797,1115,602,323,402,1376,1845,1104,635,312,113,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6679,Uganda,1996,372,1271,2706,2026,1252,646,353,455,1482,2099,1246,728,379,160,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6680,Uganda,1997,340,1485,3278,2919,1439,733,353,375,1700,2489,1368,812,379,131,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6681,Uganda,1998,334,1512,3672,2491,1429,676,428,467,1682,2760,1441,744,395,191,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6682,Uganda,1999,310,1510,3475,2526,1354,613,413,434,1654,2591,1415,680,331,162,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6683,Uganda,2000,283,1511,3497,2479,1279,607,395,400,1649,2782,1510,671,316,163,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6684,Uganda,2001,231,1461,3483,2540,1242,638,392,334,1603,2656,1528,703,292,180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6685,Uganda,2002,259,1503,3783,2865,1399,723,465,371,1689,3011,1708,765,374,184,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6686,Uganda,2003,261,1643,4142,3011,1578,719,501,377,1770,3176,1815,749,356,214,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6687,Uganda,2004,284,1803,4222,3269,1599,810,525,371,1803,3110,1780,812,358,193,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6688,Uganda,2005,257,1598,4075,3209,1576,725,539,371,1811,3099,1800,818,389,257,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6689,Uganda,2006,255,1624,4084,3391,1591,718,511,363,1792,2909,1736,812,332,238,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6690,Uganda,2007,234,1741,4406,3551,1681,766,505,343,1874,3008,1742,824,382,246,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6691,Uganda,2008,269,1953,4697,3922,1981,875,565,382,2006,2985,1749,862,314,206,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6692,Uganda,2009,250,1853,4816,4115,2089,901,578,372,2151,2919,1673,811,369,216,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6693,Uganda,2010,268,2055,4735,4133,2214,905,613,401,1964,2923,1691,924,365,248,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6694,Uganda,2011,295,2075,5044,4613,2466,994,604,400,2092,2853,1809,973,409,313,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6695,Uganda,2012,272,2174,5029,4493,2479,1015,633,364,2194,2912,1733,864,419,281,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6696,Uganda,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,263,2135,5323,4624,2490,1026,714,386,2160,2830,1756,910,450,341 +6697,Ukraine,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6698,Ukraine,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6699,Ukraine,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6700,Ukraine,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6701,Ukraine,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6702,Ukraine,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6703,Ukraine,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6704,Ukraine,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6705,Ukraine,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6706,Ukraine,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6707,Ukraine,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6708,Ukraine,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6709,Ukraine,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6710,Ukraine,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6711,Ukraine,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6712,Ukraine,1995,10,385,1076,2064,1515,1087,437,21,314,380,327,182,185,280,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6713,Ukraine,1996,9,569,1199,2318,1704,1264,544,13,379,410,397,196,192,370,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6714,Ukraine,1997,12,623,1310,2107,1718,1141,555,22,383,474,359,256,126,377,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6715,Ukraine,1998,24,687,1500,2460,1873,1140,576,36,468,556,431,248,194,393,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6716,Ukraine,1999,11,661,1463,2351,1825,1067,557,25,485,577,478,297,222,393,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6717,Ukraine,2000,21,693,1552,2385,2007,1062,532,41,487,590,447,298,218,405,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6718,Ukraine,2001,9,757,1721,2720,2393,1050,559,18,544,649,525,354,235,418,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6719,Ukraine,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6720,Ukraine,2003,10,850,2033,2808,2634,983,617,29,514,745,557,363,221,421,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6721,Ukraine,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6722,Ukraine,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6723,Ukraine,2006,8,926,2522,2979,2714,1087,568,16,600,909,704,446,246,481,,,,,,,,,,,,,,,256,398,553,474,379,216,191,183,295,359,280,283,173,254,,,,,,,,,,,,,, +6724,Ukraine,2007,14,1556,4507,5206,5024,2130,1090,7,982,1661,1314,855,438,861,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6725,Ukraine,2008,9,901,2696,2859,2769,1140,574,24,585,979,762,544,255,477,72,1373,2961,2720,2722,1353,912,104,1072,1515,1029,746,391,535,221,311,530,427,342,195,154,151,199,315,255,192,156,212,,,,,,,,,,,,,, +6726,Ukraine,2009,15,953,2506,2656,2384,1073,570,15,531,986,717,470,254,502,91,1340,2761,2442,2170,1251,802,112,991,1433,955,701,377,508,176,253,626,499,353,208,141,171,218,327,287,233,163,203,,,,,,,,,,,,,, +6727,Ukraine,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,175,233,509,439,289,178,138,127,183,327,246,186,161,164,,,,,,,,,,,,,, +6728,Ukraine,2011,8,539,1991,2209,1796,881,377,11,348,741,603,388,230,380,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6729,Ukraine,2012,9,546,2028,2393,1926,965,389,10,334,771,609,401,218,431,99,1020,2949,2713,2190,1310,749,105,891,1617,1162,722,440,492,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6730,Ukraine,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,324,1500,5578,6555,5255,2994,1435,314,1274,2906,2309,1506,953,1241 +6731,United Arab Emirates,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6732,United Arab Emirates,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6733,United Arab Emirates,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6734,United Arab Emirates,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6735,United Arab Emirates,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6736,United Arab Emirates,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6737,United Arab Emirates,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6738,United Arab Emirates,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6739,United Arab Emirates,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6740,United Arab Emirates,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6741,United Arab Emirates,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6742,United Arab Emirates,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6743,United Arab Emirates,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6744,United Arab Emirates,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6745,United Arab Emirates,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6746,United Arab Emirates,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6747,United Arab Emirates,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6748,United Arab Emirates,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6749,United Arab Emirates,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6750,United Arab Emirates,1999,4,9,3,2,4,6,5,9,11,5,3,0,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6751,United Arab Emirates,2000,2,4,4,6,5,12,10,3,16,1,3,0,0,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6752,United Arab Emirates,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6753,United Arab Emirates,2002,1,2,0,6,6,10,0,3,3,8,3,4,10,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6754,United Arab Emirates,2003,2,10,8,12,3,2,10,4,9,5,3,3,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6755,United Arab Emirates,2004,1,7,6,7,3,1,7,3,6,2,7,2,2,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6756,United Arab Emirates,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6757,United Arab Emirates,2006,0,5,3,7,3,1,4,2,6,4,5,3,4,5,2,1,0,3,1,1,0,5,1,1,2,0,1,0,0,0,4,0,0,2,1,3,0,3,0,1,1,1,,,,,,,,,,,,,, +6758,United Arab Emirates,2007,2,5,6,3,4,3,10,1,8,6,3,2,0,0,1,2,0,0,0,3,5,2,1,2,1,1,1,1,1,1,1,0,1,0,1,4,2,1,2,1,0,1,,,,,,,,,,,,,, +6759,United Arab Emirates,2008,0,6,1,7,5,3,6,0,10,4,1,1,3,3,1,2,2,0,0,0,1,3,1,2,0,1,1,3,4,4,0,1,0,3,0,1,1,4,0,3,1,3,,,,,,,,,,,,,, +6760,United Arab Emirates,2009,2,8,9,8,6,4,4,0,8,5,2,7,0,6,3,0,0,2,1,1,1,4,0,2,0,0,0,1,5,2,3,2,3,0,1,2,3,4,0,2,0,3,,,,,,,,,,,,,, +6761,United Arab Emirates,2010,1,7,13,7,3,4,4,1,2,4,1,5,1,3,3,1,5,0,2,3,3,4,4,0,0,0,0,3,3,3,4,4,0,4,2,6,6,8,4,0,0,3,,,,,,,,,,,,,, +6762,United Arab Emirates,2011,0,3,7,3,5,1,3,4,6,6,3,2,1,2,2,5,5,3,3,1,2,1,1,2,0,0,0,2,2,4,3,2,1,2,4,0,5,0,2,2,1,2,,,,,,,,,,,,,, +6763,United Arab Emirates,2012,0,2,4,4,5,5,2,0,5,2,2,3,4,4,0,0,3,1,1,1,2,1,4,0,0,1,0,1,2,1,3,3,0,0,2,0,4,2,1,1,0,1,,,,,,,,,,,,,, +6764,United Arab Emirates,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4,8,9,9,6,5,10,5,4,9,3,3,1,6 +6765,United Kingdom of Great Britain and Northern Ireland,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6766,United Kingdom of Great Britain and Northern Ireland,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6767,United Kingdom of Great Britain and Northern Ireland,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6768,United Kingdom of Great Britain and Northern Ireland,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6769,United Kingdom of Great Britain and Northern Ireland,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6770,United Kingdom of Great Britain and Northern Ireland,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6771,United Kingdom of Great Britain and Northern Ireland,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6772,United Kingdom of Great Britain and Northern Ireland,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6773,United Kingdom of Great Britain and Northern Ireland,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6774,United Kingdom of Great Britain and Northern Ireland,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6775,United Kingdom of Great Britain and Northern Ireland,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6776,United Kingdom of Great Britain and Northern Ireland,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6777,United Kingdom of Great Britain and Northern Ireland,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6778,United Kingdom of Great Britain and Northern Ireland,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6779,United Kingdom of Great Britain and Northern Ireland,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6780,United Kingdom of Great Britain and Northern Ireland,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6781,United Kingdom of Great Britain and Northern Ireland,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6782,United Kingdom of Great Britain and Northern Ireland,1997,2,68,87,90,84,60,107,8,67,64,43,34,24,51,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6783,United Kingdom of Great Britain and Northern Ireland,1998,11,103,164,141,108,105,225,9,105,103,71,44,39,114,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6784,United Kingdom of Great Britain and Northern Ireland,1999,8,68,93,68,53,51,126,6,55,80,60,29,30,69,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6785,United Kingdom of Great Britain and Northern Ireland,2000,8,86,130,96,87,75,138,9,95,114,60,31,31,67,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6786,United Kingdom of Great Britain and Northern Ireland,2001,10,99,135,105,96,81,117,15,74,104,57,54,38,105,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6787,United Kingdom of Great Britain and Northern Ireland,2002,6,94,142,132,98,90,153,6,82,131,66,44,33,93,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6788,United Kingdom of Great Britain and Northern Ireland,2003,13,101,182,128,81,59,92,14,108,148,88,47,17,55,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6789,United Kingdom of Great Britain and Northern Ireland,2004,10,118,203,148,103,85,94,13,126,176,85,47,33,65,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6790,United Kingdom of Great Britain and Northern Ireland,2005,9,135,200,166,95,95,124,14,115,163,80,39,28,83,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6791,United Kingdom of Great Britain and Northern Ireland,2006,9,173,244,213,148,88,191,22,168,192,112,60,42,97,103,230,391,240,175,153,320,113,223,292,184,117,86,198,48,266,589,382,186,141,176,81,261,502,310,220,155,236,,,,,,,,,,,,,, +6792,United Kingdom of Great Britain and Northern Ireland,2007,13,183,286,223,169,97,202,20,145,222,91,58,45,138,145,224,379,248,204,218,274,142,210,322,180,113,133,198,202,548,1000,590,366,261,457,225,432,782,478,303,248,402,,,,,,,,,,,,,, +6793,United Kingdom of Great Britain and Northern Ireland,2008,5,125,188,155,111,61,99,16,134,181,90,27,28,62,108,172,317,192,143,110,202,104,154,245,145,108,65,146,64,222,513,330,186,92,154,80,172,426,277,211,118,177,,,,,,,,,,,,,, +6794,United Kingdom of Great Britain and Northern Ireland,2009,4,136,207,142,96,64,95,18,111,159,77,39,24,48,93,261,343,246,167,135,239,114,179,257,156,131,84,162,63,202,528,390,203,114,177,50,198,438,299,206,152,181,,,,,,,,,,,,,, +6795,United Kingdom of Great Britain and Northern Ireland,2010,7,132,170,132,109,59,106,15,112,128,82,43,39,55,95,237,372,226,176,168,232,106,193,266,166,110,85,176,53,242,619,426,206,126,174,57,204,423,296,209,142,174,,,,,,,,,,,,,, +6796,United Kingdom of Great Britain and Northern Ireland,2011,3,146,205,147,110,79,102,19,136,139,78,48,27,50,100,279,388,266,202,145,295,115,179,300,165,111,114,170,65,288,695,410,236,146,195,70,200,503,345,231,149,177,,,,,,,,,,,,,, +6797,United Kingdom of Great Britain and Northern Ireland,2012,8,156,184,137,118,88,88,17,109,141,81,55,17,52,121,272,401,230,199,150,259,112,181,259,179,120,91,177,49,260,702,464,230,144,166,68,191,505,315,215,152,215,,,,,,,,,,,,,, +6798,United Kingdom of Great Britain and Northern Ireland,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,155,588,1158,858,590,378,558,156,404,839,552,406,280,462 +6799,United Republic of Tanzania,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6800,United Republic of Tanzania,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6801,United Republic of Tanzania,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6802,United Republic of Tanzania,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6803,United Republic of Tanzania,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6804,United Republic of Tanzania,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6805,United Republic of Tanzania,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6806,United Republic of Tanzania,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6807,United Republic of Tanzania,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6808,United Republic of Tanzania,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6809,United Republic of Tanzania,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6810,United Republic of Tanzania,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6811,United Republic of Tanzania,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6812,United Republic of Tanzania,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6813,United Republic of Tanzania,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6814,United Republic of Tanzania,1995,183,2108,4091,2916,1754,1007,640,201,1904,2532,1324,735,380,179,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6815,United Republic of Tanzania,1996,171,2176,4275,3107,1843,1109,656,221,2087,2885,1461,806,472,203,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6816,United Republic of Tanzania,1997,188,2210,4538,3066,1090,1134,699,251,2146,2876,1502,908,501,198,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6817,United Republic of Tanzania,1998,198,2528,4910,3400,1973,1112,767,240,2234,3243,1686,835,466,241,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6818,United Republic of Tanzania,1999,170,2422,4887,3401,2068,1160,823,230,2160,3469,1724,876,501,232,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6819,United Republic of Tanzania,2000,200,2357,4836,3430,2022,1202,834,257,2106,3426,1738,868,494,269,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6820,United Republic of Tanzania,2001,212,2302,4912,3545,2031,1136,930,312,2117,3609,1847,891,522,319,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6821,United Republic of Tanzania,2002,187,2309,4814,3525,2075,1211,944,241,1927,3511,1706,907,475,304,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6822,United Republic of Tanzania,2003,181,2172,4964,3728,2166,1237,1025,244,2063,3504,1833,929,509,344,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6823,United Republic of Tanzania,2004,208,2216,5203,3884,2254,1272,1129,280,1996,3537,1960,1011,544,329,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6824,United Republic of Tanzania,2005,190,2062,4939,4025,2310,1279,1054,271,1852,3521,1892,968,547,354,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6825,United Republic of Tanzania,2006,204,2060,4926,3832,2154,1348,1029,293,1745,3326,1970,995,507,335,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6826,United Republic of Tanzania,2007,189,2021,4665,3855,2231,1317,1066,238,1735,3388,1945,947,535,388,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6827,United Republic of Tanzania,2008,191,1963,4595,3874,2349,1230,1077,233,1663,3152,1901,964,564,415,,,21935,,,,,,,,,,,,,,,12784,,,,,,,,,,,,,,,,,,,,,,,, +6828,United Republic of Tanzania,2009,196,2081,4581,4125,2388,1293,1123,247,1639,3102,2080,1060,564,416,1371,,10964,,,,,1134,,8281,,,,,1262,,6036,,,,,986,,5121,,,,,,,,,,,,,,,,,, +6829,United Republic of Tanzania,2010,232,1975,4493,4141,2427,1309,1161,248,1689,2988,2013,1044,578,471,1369,10589,,,,,,1030,8206,,,,,,1234,6056,,,,,,1103,5322,,,,,,,,,,,,,,,,,,, +6830,United Republic of Tanzania,2011,190,1975,4405,4073,2402,1211,1127,221,1660,2896,2140,944,490,381,1255,,,,,,,1062,,,,,,,1188,,,,,,,967,,,,,,,,,,,,,,,,,,,, +6831,United Republic of Tanzania,2012,209,2091,4721,4409,2462,1304,1121,284,1652,2917,2115,1024,508,424,1379,,,,,,,1138,,,,,,,1235,,,,,,,1070,,,,,,,,,,,,,,,,,,,, +6832,United Republic of Tanzania,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3589,,,,,,,3069,,,,,, +6833,United States of America,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6834,United States of America,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6835,United States of America,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6836,United States of America,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6837,United States of America,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6838,United States of America,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6839,United States of America,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6840,United States of America,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6841,United States of America,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6842,United States of America,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6843,United States of America,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6844,United States of America,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6845,United States of America,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6846,United States of America,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6847,United States of America,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6848,United States of America,1995,19,355,876,1417,1121,742,1099,26,280,579,499,285,202,591,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6849,United States of America,1996,15,333,815,1219,1073,678,1007,21,289,487,478,279,217,541,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6850,United States of America,1997,12,330,701,1127,979,679,944,28,269,449,447,254,201,514,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6851,United States of America,1998,10,321,663,1009,1007,628,914,15,269,425,424,267,179,492,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6852,United States of America,1999,18,331,616,1011,930,601,801,16,232,391,394,245,244,444,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6853,United States of America,2000,6,365,602,906,904,577,738,14,246,376,349,253,152,396,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6854,United States of America,2001,17,320,613,824,876,524,649,21,239,410,346,247,176,389,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6855,United States of America,2002,14,343,562,813,795,490,592,15,233,423,362,255,167,370,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6856,United States of America,2003,11,365,526,754,828,487,650,12,277,353,310,269,169,354,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6857,United States of America,2004,12,362,547,728,829,504,582,19,265,339,302,252,166,344,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6858,United States of America,2005,14,383,535,666,767,499,624,11,241,348,276,242,161,322,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6859,United States of America,2006,12,388,568,659,759,531,596,11,257,384,263,212,146,303,292,331,476,541,655,499,772,276,269,397,321,272,209,481,114,150,286,265,220,163,267,102,143,290,245,212,174,256,,,,,,,,,,,,,, +6860,United States of America,2007,12,414,490,572,744,533,562,12,257,338,260,225,135,308,286,362,511,469,630,476,724,286,260,384,294,279,267,497,90,137,284,227,208,155,215,93,148,263,219,211,176,270,,,,,,,,,,,,,, +6861,United States of America,2008,11,375,513,495,725,526,561,22,220,329,269,224,172,300,311,323,486,505,605,449,692,260,246,334,303,283,233,483,82,146,284,242,225,147,232,97,129,261,219,181,162,231,,,,,,,,,,,,,, +6862,United States of America,2009,11,299,446,431,564,452,496,6,203,288,221,211,135,247,248,279,452,452,489,428,662,217,234,340,284,258,225,413,77,121,231,206,176,144,232,80,120,271,205,165,141,210,,,,,,,,,,,,,, +6863,United States of America,2010,5,246,360,371,505,403,466,9,195,265,183,165,130,223,243,245,428,436,533,425,640,203,202,278,245,270,193,410,62,114,233,204,140,123,166,70,104,214,162,133,126,177,,,,,,,,,,,,,, +6864,United States of America,2011,12,235,403,374,557,434,486,15,160,254,199,150,138,269,227,231,365,376,437,459,607,185,195,303,245,214,212,426,69,94,203,176,184,163,208,64,93,198,195,167,132,205,,,,,,,,,,,,,, +6865,United States of America,2012,10,239,322,333,502,455,529,14,161,262,169,175,148,243,180,225,378,346,383,443,628,173,198,295,218,216,200,373,53,88,217,169,163,141,214,54,100,226,180,156,127,212,,,,,,,,,,,,,, +6866,United States of America,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,249,529,829,793,937,926,1259,229,415,693,528,470,463,786 +6867,Uruguay,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6868,Uruguay,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6869,Uruguay,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6870,Uruguay,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6871,Uruguay,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6872,Uruguay,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6873,Uruguay,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6874,Uruguay,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6875,Uruguay,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6876,Uruguay,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6877,Uruguay,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6878,Uruguay,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6879,Uruguay,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6880,Uruguay,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6881,Uruguay,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6882,Uruguay,1995,4,28,40,35,49,38,50,2,21,26,18,12,9,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6883,Uruguay,1996,4,34,43,58,59,53,42,4,24,35,17,21,10,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6884,Uruguay,1997,3,37,44,53,53,55,53,5,26,28,29,12,8,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6885,Uruguay,1998,2,30,47,52,47,38,39,2,30,29,15,14,6,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6886,Uruguay,1999,1,45,48,42,46,48,41,4,20,25,33,14,11,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6887,Uruguay,2000,0,36,48,45,41,30,34,2,28,22,21,13,12,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6888,Uruguay,2001,2,33,38,49,42,31,44,4,25,31,7,15,3,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6889,Uruguay,2002,1,33,33,37,36,23,32,1,25,25,20,10,11,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6890,Uruguay,2003,3,46,50,35,42,38,26,1,28,24,13,13,6,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6891,Uruguay,2004,1,38,59,53,48,26,40,2,34,25,12,17,11,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6892,Uruguay,2005,1,42,48,39,45,34,36,1,33,30,17,9,8,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6893,Uruguay,2006,1,38,53,34,30,38,29,4,21,19,11,6,11,10,1,9,23,20,17,11,21,4,7,10,4,10,4,11,2,10,6,6,6,8,2,4,2,4,5,4,2,9,,,,,,,,,,,,,, +6894,Uruguay,2007,1,39,69,37,50,39,39,1,23,26,22,14,7,13,4,7,20,11,20,12,13,3,9,10,8,6,0,9,3,5,8,4,4,5,7,1,1,8,1,4,1,5,,,,,,,,,,,,,, +6895,Uruguay,2008,1,49,71,64,45,28,34,4,26,35,26,15,13,13,4,9,20,15,13,14,16,5,10,15,8,16,3,11,1,6,12,8,3,0,4,3,8,5,6,5,3,5,,,,,,,,,,,,,, +6896,Uruguay,2009,1,43,64,50,57,42,38,4,21,32,22,14,6,15,11,11,26,19,22,15,17,5,10,12,12,12,10,10,6,4,9,8,6,2,8,1,2,4,5,4,2,5,,,,,,,,,,,,,, +6897,Uruguay,2010,1,46,70,35,46,33,31,3,24,36,12,10,5,16,12,4,11,15,19,7,15,9,8,5,17,7,9,16,3,6,9,5,5,6,4,4,4,8,2,5,3,6,,,,,,,,,,,,,, +6898,Uruguay,2011,0,58,93,55,45,36,37,1,29,55,19,12,11,16,17,19,31,28,17,20,19,28,8,18,9,9,14,12,1,3,11,5,1,4,3,3,2,3,1,5,1,5,,,,,,,,,,,,,, +6899,Uruguay,2012,3,38,98,56,52,39,29,2,25,26,21,15,13,15,22,20,28,30,30,13,22,18,19,18,9,12,12,16,2,1,8,10,8,5,1,1,2,5,3,5,3,5,,,,,,,,,,,,,, +6900,Uruguay,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,22,80,142,102,100,83,66,30,35,71,44,31,40,35 +6901,US Virgin Islands,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6902,US Virgin Islands,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6903,US Virgin Islands,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6904,US Virgin Islands,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6905,US Virgin Islands,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6906,US Virgin Islands,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6907,US Virgin Islands,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6908,US Virgin Islands,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6909,US Virgin Islands,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6910,US Virgin Islands,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6911,US Virgin Islands,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6912,US Virgin Islands,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6913,US Virgin Islands,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6914,US Virgin Islands,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6915,US Virgin Islands,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6916,US Virgin Islands,1995,0,0,0,1,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6917,US Virgin Islands,1996,0,0,1,1,0,1,0,0,0,1,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6918,US Virgin Islands,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6919,US Virgin Islands,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6920,US Virgin Islands,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6921,US Virgin Islands,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6922,US Virgin Islands,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6923,US Virgin Islands,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6924,US Virgin Islands,2003,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6925,US Virgin Islands,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6926,US Virgin Islands,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6927,US Virgin Islands,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6928,US Virgin Islands,2007,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6929,US Virgin Islands,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6930,US Virgin Islands,2009,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6931,US Virgin Islands,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6932,US Virgin Islands,2011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6933,US Virgin Islands,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6934,US Virgin Islands,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6935,Uzbekistan,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6936,Uzbekistan,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6937,Uzbekistan,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6938,Uzbekistan,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6939,Uzbekistan,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6940,Uzbekistan,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6941,Uzbekistan,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6942,Uzbekistan,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6943,Uzbekistan,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6944,Uzbekistan,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6945,Uzbekistan,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6946,Uzbekistan,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6947,Uzbekistan,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6948,Uzbekistan,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6949,Uzbekistan,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6950,Uzbekistan,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6951,Uzbekistan,1996,2,96,1042,650,0,196,0,5,87,799,324,0,149,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6952,Uzbekistan,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6953,Uzbekistan,1998,0,6,5,0,1,1,0,0,9,9,4,2,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6954,Uzbekistan,1999,4,429,926,519,262,146,100,11,346,647,339,186,136,124,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6955,Uzbekistan,2000,6,351,749,510,346,213,107,11,261,547,288,213,112,111,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6956,Uzbekistan,2001,7,390,905,523,396,253,133,21,337,631,338,267,216,181,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6957,Uzbekistan,2002,10,330,481,318,178,87,111,18,277,394,214,127,96,125,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6958,Uzbekistan,2003,9,487,828,595,412,253,220,29,360,588,353,210,172,174,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6959,Uzbekistan,2004,23,512,835,607,502,275,252,31,430,600,341,274,211,226,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6960,Uzbekistan,2005,25,596,831,723,522,263,313,40,538,597,375,288,217,367,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6961,Uzbekistan,2006,19,568,807,717,565,268,329,41,544,597,346,327,224,421,273,696,923,731,685,400,493,193,575,659,501,387,284,401,1385,595,445,316,236,106,161,922,351,320,297,211,111,144,,,,,,,,,,,,,, +6962,Uzbekistan,2007,18,569,768,579,583,282,380,25,485,507,342,255,235,436,187,738,957,746,689,383,548,198,516,649,428,391,294,443,1320,589,467,301,217,119,137,835,307,321,232,189,124,122,,,,,,,,,,,,,, +6963,Uzbekistan,2008,10,515,688,572,544,287,369,23,427,479,309,273,227,394,124,713,907,765,646,361,489,139,477,590,397,333,305,394,1038,499,378,248,164,91,119,674,222,262,194,154,84,87,,,,,,,,,,,,,, +6964,Uzbekistan,2009,12,541,615,566,513,294,319,23,429,501,296,227,241,382,167,755,889,686,619,419,443,141,571,715,415,395,317,411,1213,499,411,264,190,129,129,707,236,300,224,167,120,78,,,,,,,,,,,,,, +6965,Uzbekistan,2010,8,487,574,529,479,293,297,22,365,512,308,248,239,350,155,733,861,664,597,399,453,145,562,673,408,363,335,387,992,451,393,277,207,127,108,556,254,308,195,203,121,96,,,,,,,,,,,,,, +6966,Uzbekistan,2011,8,378,493,453,440,306,253,11,335,418,233,245,293,332,146,594,739,625,588,414,425,103,434,543,348,327,339,333,836,381,345,235,173,132,105,488,258,267,204,185,129,101,,,,,,,,,,,,,, +6967,Uzbekistan,2012,10,360,506,403,449,313,273,9,319,367,237,201,261,322,112,572,796,643,588,423,434,109,421,572,353,373,363,378,833,415,336,265,243,139,126,488,207,289,212,182,134,96,,,,,,,,,,,,,, +6968,Uzbekistan,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1194,1560,2371,2587,2119,1711,1144,766,1096,1617,1338,1127,1062,1120 +6969,Vanuatu,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6970,Vanuatu,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6971,Vanuatu,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6972,Vanuatu,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6973,Vanuatu,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6974,Vanuatu,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6975,Vanuatu,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6976,Vanuatu,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6977,Vanuatu,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6978,Vanuatu,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6979,Vanuatu,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6980,Vanuatu,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6981,Vanuatu,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6982,Vanuatu,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6983,Vanuatu,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6984,Vanuatu,1995,0,6,2,5,3,4,0,0,5,0,2,3,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6985,Vanuatu,1996,2,4,2,6,4,4,1,2,10,3,5,3,4,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6986,Vanuatu,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6987,Vanuatu,1998,2,4,5,1,0,2,2,2,5,9,4,1,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6988,Vanuatu,1999,0,0,4,1,2,0,0,0,2,10,4,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6989,Vanuatu,2000,2,7,5,1,10,5,2,5,3,15,7,3,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6990,Vanuatu,2001,1,7,5,4,8,6,1,1,10,4,3,2,1,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6991,Vanuatu,2002,0,7,2,3,10,2,1,0,3,1,5,0,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6992,Vanuatu,2003,1,2,4,7,5,2,3,0,4,4,3,2,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6993,Vanuatu,2004,1,7,11,2,6,3,5,3,5,8,2,2,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6994,Vanuatu,2005,1,4,5,5,0,4,1,0,5,1,2,4,1,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6995,Vanuatu,2006,1,5,3,1,4,4,0,2,7,9,2,4,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6996,Vanuatu,2007,1,3,2,4,2,2,2,1,6,8,1,6,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +6997,Vanuatu,2008,,4,4,3,5,4,3,,3,4,1,3,5,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6998,Vanuatu,2009,0,6,3,3,1,3,2,2,3,5,3,5,4,1,2,0,1,2,3,3,2,2,1,0,1,3,4,1,16,6,6,1,6,1,1,14,2,3,3,2,1,0,,,,,,,,,,,,,, +6999,Vanuatu,2010,4,6,3,1,5,2,0,3,5,3,3,5,3,1,2,0,6,0,5,6,2,3,1,0,1,2,2,3,11,1,0,4,2,1,2,4,2,2,2,3,1,0,,,,,,,,,,,,,, +7000,Vanuatu,2011,2,3,4,6,5,4,2,0,5,7,5,4,2,0,0,1,2,0,2,3,1,0,2,0,1,0,0,2,10,3,3,6,2,1,3,6,2,2,3,2,2,1,,,,,,,,,,,,,, +7001,Vanuatu,2012,0,4,3,4,2,2,2,3,12,5,5,4,2,3,3,1,2,2,0,0,1,3,3,3,3,0,1,0,10,4,8,4,4,1,1,9,5,2,0,2,1,0,,,,,,,,,,,,,, +7002,Vanuatu,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7,8,9,7,11,13,3,17,10,12,3,5,11,7 +7003,Venezuela (Bolivarian Republic of),1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7004,Venezuela (Bolivarian Republic of),1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7005,Venezuela (Bolivarian Republic of),1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7006,Venezuela (Bolivarian Republic of),1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7007,Venezuela (Bolivarian Republic of),1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7008,Venezuela (Bolivarian Republic of),1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7009,Venezuela (Bolivarian Republic of),1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7010,Venezuela (Bolivarian Republic of),1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7011,Venezuela (Bolivarian Republic of),1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7012,Venezuela (Bolivarian Republic of),1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7013,Venezuela (Bolivarian Republic of),1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7014,Venezuela (Bolivarian Republic of),1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7015,Venezuela (Bolivarian Republic of),1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7016,Venezuela (Bolivarian Republic of),1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7017,Venezuela (Bolivarian Republic of),1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7018,Venezuela (Bolivarian Republic of),1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7019,Venezuela (Bolivarian Republic of),1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7020,Venezuela (Bolivarian Republic of),1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7021,Venezuela (Bolivarian Republic of),1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7022,Venezuela (Bolivarian Republic of),1999,32,378,452,420,368,283,346,28,283,315,195,169,134,267,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7023,Venezuela (Bolivarian Republic of),2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7024,Venezuela (Bolivarian Republic of),2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7025,Venezuela (Bolivarian Republic of),2002,19,339,429,425,380,246,313,42,274,280,218,158,123,198,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7026,Venezuela (Bolivarian Republic of),2003,39,361,459,453,405,284,316,46,340,355,240,204,140,240,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7027,Venezuela (Bolivarian Republic of),2004,24,373,454,459,407,272,316,36,311,324,239,184,135,242,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7028,Venezuela (Bolivarian Republic of),2005,35,312,395,413,402,265,332,37,351,299,267,183,146,216,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7029,Venezuela (Bolivarian Republic of),2006,10,323,405,413,422,267,320,42,322,297,188,173,140,225,213,105,112,140,119,126,180,229,87,103,56,71,83,120,65,125,127,122,84,69,84,68,75,85,84,60,40,69,,,,,,,,,,,,,, +7030,Venezuela (Bolivarian Republic of),2007,17,324,382,390,389,272,295,40,276,271,199,160,147,230,210,86,124,97,126,91,148,177,81,85,74,78,57,101,74,111,127,98,93,61,80,65,94,84,82,73,48,58,,,,,,,,,,,,,, +7031,Venezuela (Bolivarian Republic of),2008,18,364,358,326,389,271,285,25,309,272,228,171,146,182,149,123,144,135,144,98,160,172,73,96,65,70,66,104,49,117,127,93,94,60,86,64,80,92,80,58,57,59,,,,,,,,,,,,,, +7032,Venezuela (Bolivarian Republic of),2009,26,372,385,344,352,258,298,33,284,312,217,212,162,181,159,114,146,140,136,111,125,161,94,116,75,91,70,127,54,98,133,119,97,71,91,53,74,92,77,57,45,51,,,,,,,,,,,,,, +7033,Venezuela (Bolivarian Republic of),2010,22,320,376,333,391,253,288,26,269,306,188,145,147,188,160,108,154,119,142,127,193,160,101,122,81,83,69,139,58,92,112,111,84,69,72,64,75,83,80,71,49,57,,,,,,,,,,,,,, +7034,Venezuela (Bolivarian Republic of),2011,28,340,353,303,363,307,241,25,252,316,178,178,150,190,180,128,137,131,147,108,139,152,93,104,79,76,75,100,66,117,148,112,107,90,86,44,85,97,80,61,57,46,,,,,,,,,,,,,, +7035,Venezuela (Bolivarian Republic of),2012,23,379,405,353,375,319,273,32,276,281,203,167,161,199,152,111,133,117,142,104,127,157,97,101,84,106,82,104,76,113,129,105,84,74,71,64,82,89,88,60,43,65,,,,,,,,,,,,,, +7036,Venezuela (Bolivarian Republic of),2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,232,631,739,582,635,536,523,229,465,537,354,407,283,402 +7037,Viet Nam,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7038,Viet Nam,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7039,Viet Nam,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7040,Viet Nam,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7041,Viet Nam,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7042,Viet Nam,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7043,Viet Nam,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7044,Viet Nam,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7045,Viet Nam,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7046,Viet Nam,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7047,Viet Nam,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7048,Viet Nam,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7049,Viet Nam,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7050,Viet Nam,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7051,Viet Nam,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7052,Viet Nam,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7053,Viet Nam,1996,92,1994,5716,7137,5170,5839,6292,91,1127,2606,3045,2504,3360,3938,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7054,Viet Nam,1997,103,2162,6427,8363,5820,5892,6989,73,1163,2809,3302,2590,3614,4340,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7055,Viet Nam,1998,56,2441,6567,8765,6143,5925,7274,60,1344,2749,3102,2576,3296,4575,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7056,Viet Nam,1999,58,2254,6355,8392,6465,5530,7371,68,1361,2511,3029,2549,3034,4828,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7057,Viet Nam,2000,51,2367,6147,8209,6713,5150,7712,64,1334,2320,2754,2594,2847,4907,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7058,Viet Nam,2001,39,2756,6319,8457,7054,5205,7643,48,1390,2357,2656,2574,2530,5174,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7059,Viet Nam,2002,57,3250,6762,8855,8040,5162,8184,68,1571,2357,2508,2619,2409,4969,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7060,Viet Nam,2003,49,3475,7036,8486,7965,5066,7793,66,1659,2262,2327,2574,2283,4896,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7061,Viet Nam,2004,54,3486,7364,9110,8743,5257,8206,66,1740,2398,2218,2551,2226,4970,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7062,Viet Nam,2005,54,3408,7105,8738,8606,4958,7573,47,1747,2293,2116,2298,2023,4604,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7063,Viet Nam,2006,49,3761,7549,8931,8717,5037,7408,62,1827,2381,2036,2283,1996,4400,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7064,Viet Nam,2007,48,3587,7431,8391,8451,5046,7026,59,1939,2354,1923,2170,1891,4144,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7065,Viet Nam,2008,36,3401,7148,8230,8811,5158,6667,48,1993,2416,1820,2087,1858,3811,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7066,Viet Nam,2009,41,3122,7152,7731,8333,5494,6162,47,1895,2401,1677,1989,1849,3397,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7067,Viet Nam,2010,59,3205,7036,7851,8564,5790,6248,53,1870,2454,1681,1864,1863,3751,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7068,Viet Nam,2011,61,3099,6677,7763,8474,6107,5821,64,1863,2325,1681,1814,1878,3124,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7069,Viet Nam,2012,58,2993,6689,7680,8481,6315,5920,84,1841,2481,1626,1683,1884,3298,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7070,Viet Nam,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,65,2951,6302,7487,8553,6484,5834,78,1916,2487,1671,1715,1954,3110 +7071,Wallis and Futuna Islands,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7072,Wallis and Futuna Islands,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7073,Wallis and Futuna Islands,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7074,Wallis and Futuna Islands,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7075,Wallis and Futuna Islands,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7076,Wallis and Futuna Islands,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7077,Wallis and Futuna Islands,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7078,Wallis and Futuna Islands,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7079,Wallis and Futuna Islands,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7080,Wallis and Futuna Islands,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7081,Wallis and Futuna Islands,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7082,Wallis and Futuna Islands,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7083,Wallis and Futuna Islands,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7084,Wallis and Futuna Islands,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7085,Wallis and Futuna Islands,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7086,Wallis and Futuna Islands,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7087,Wallis and Futuna Islands,1996,0,1,1,0,0,0,0,0,1,3,1,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7088,Wallis and Futuna Islands,1997,,,,,,,,0,0,0,0,0,0,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7089,Wallis and Futuna Islands,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7090,Wallis and Futuna Islands,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7091,Wallis and Futuna Islands,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7092,Wallis and Futuna Islands,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7093,Wallis and Futuna Islands,2002,,1,,1,1,,1,,,,,3,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7094,Wallis and Futuna Islands,2003,0,0,2,2,2,0,0,0,0,1,0,0,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7095,Wallis and Futuna Islands,2004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7096,Wallis and Futuna Islands,2005,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7097,Wallis and Futuna Islands,2006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7098,Wallis and Futuna Islands,2007,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +7099,Wallis and Futuna Islands,2008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7100,Wallis and Futuna Islands,2009,,,1,,,,1,,1,,,,,,,,,,,,,,,,,,,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +7101,Wallis and Futuna Islands,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7102,Wallis and Futuna Islands,2011,,,,,,2,,,,,,,,,,,,2,1,1,,1,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7103,Wallis and Futuna Islands,2012,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7104,Wallis and Futuna Islands,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2 +7105,West Bank and Gaza Strip,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7106,West Bank and Gaza Strip,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7107,West Bank and Gaza Strip,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7108,West Bank and Gaza Strip,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7109,West Bank and Gaza Strip,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7110,West Bank and Gaza Strip,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7111,West Bank and Gaza Strip,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7112,West Bank and Gaza Strip,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7113,West Bank and Gaza Strip,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7114,West Bank and Gaza Strip,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7115,West Bank and Gaza Strip,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7116,West Bank and Gaza Strip,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7117,West Bank and Gaza Strip,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7118,West Bank and Gaza Strip,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7119,West Bank and Gaza Strip,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7120,West Bank and Gaza Strip,1995,1,2,0,0,1,0,3,0,1,0,0,1,0,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7121,West Bank and Gaza Strip,1996,0,2,2,2,2,2,4,1,2,1,2,0,3,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7122,West Bank and Gaza Strip,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7123,West Bank and Gaza Strip,1998,,1,1,,2,,1,,,,1,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7124,West Bank and Gaza Strip,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7125,West Bank and Gaza Strip,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7126,West Bank and Gaza Strip,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7127,West Bank and Gaza Strip,2002,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7128,West Bank and Gaza Strip,2003,0,1,1,1,3,0,2,0,1,0,0,3,0,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7129,West Bank and Gaza Strip,2004,,1,1,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7130,West Bank and Gaza Strip,2005,,1,,,1,3,,,,1,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7131,West Bank and Gaza Strip,2006,0,1,3,4,1,1,2,0,0,0,1,1,1,1,0,0,1,2,1,0,2,0,1,0,0,0,0,0,0,1,2,2,2,3,2,1,3,0,1,1,1,0,,,,,,,,,,,,,, +7132,West Bank and Gaza Strip,2007,1,1,3,2,0,3,1,0,0,1,0,0,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,3,3,2,0,1,1,0,2,1,1,0,2,2,0,,,,,,,,,,,,,, +7133,West Bank and Gaza Strip,2008,0,1,1,3,2,2,2,0,2,0,0,1,2,0,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0,2,1,1,2,1,2,0,3,0,1,1,1,2,,,,,,,,,,,,,, +7134,West Bank and Gaza Strip,2009,0,1,3,1,0,0,1,0,0,0,2,0,1,1,0,0,1,1,0,1,3,0,0,0,1,0,2,0,0,1,1,1,0,0,1,2,3,0,1,2,1,2,,,,,,,,,,,,,, +7135,West Bank and Gaza Strip,2010,0,2,0,2,1,1,3,0,0,1,0,1,2,0,0,0,1,1,0,2,1,0,1,0,0,0,0,0,2,2,2,1,1,0,0,1,0,1,1,1,0,0,,,,,,,,,,,,,, +7136,West Bank and Gaza Strip,2011,1,0,1,1,1,0,3,0,0,1,1,0,2,0,0,0,1,0,1,0,1,0,0,0,0,0,0,2,3,0,1,1,3,1,0,2,1,1,0,0,0,0,,,,,,,,,,,,,, +7137,West Bank and Gaza Strip,2012,0,2,2,1,2,4,2,0,1,1,0,0,1,1,0,3,1,1,0,0,0,0,0,0,0,0,0,1,0,2,2,2,0,0,0,0,1,1,0,0,0,0,,,,,,,,,,,,,, +7138,West Bank and Gaza Strip,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7139,Yemen,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7140,Yemen,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7141,Yemen,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7142,Yemen,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7143,Yemen,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7144,Yemen,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7145,Yemen,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7146,Yemen,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7147,Yemen,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7148,Yemen,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7149,Yemen,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7150,Yemen,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7151,Yemen,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7152,Yemen,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7153,Yemen,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7154,Yemen,1995,57,400,605,256,201,148,45,83,420,720,348,200,106,92,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7155,Yemen,1996,15,91,92,71,45,15,12,14,89,100,73,41,14,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7156,Yemen,1997,87,307,1249,329,213,165,34,196,872,449,474,259,71,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7157,Yemen,1998,83,718,698,491,271,160,115,115,689,632,400,294,158,72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7158,Yemen,1999,96,552,531,390,245,161,85,111,557,532,426,244,120,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7159,Yemen,2000,110,789,689,493,314,255,127,161,799,627,517,345,247,92,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7160,Yemen,2001,82,695,631,491,350,252,114,154,647,562,452,293,192,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7161,Yemen,2002,266,650,559,377,265,148,117,163,500,443,334,244,122,71,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7162,Yemen,2003,40,581,587,399,250,154,103,74,470,426,317,204,114,74,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7163,Yemen,2004,49,571,559,377,214,139,76,72,442,376,269,160,86,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7164,Yemen,2005,48,493,553,366,242,149,78,44,426,410,265,181,85,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7165,Yemen,2006,29,535,555,358,246,143,103,55,435,358,244,166,73,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7166,Yemen,2007,23,488,626,379,252,165,119,50,430,374,272,189,113,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +7167,Yemen,2008,29,547,541,316,241,155,119,57,473,455,265,179,102,61,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7168,Yemen,2009,32,509,562,359,248,166,121,58,476,437,269,189,90,60,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7169,Yemen,2010,68,507,569,322,231,164,138,98,471,409,264,174,106,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,,,,,,,,,,,,, +7170,Yemen,2011,33,406,471,297,193,143,96,85,446,375,251,168,113,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7171,Yemen,2012,30,436,472,315,232,172,122,75,437,381,246,207,115,81,252,216,234,161,175,162,185,221,244,262,186,215,172,123,195,308,366,235,178,174,111,201,445,448,309,248,156,112,,,,,,,,,,,,,, +7172,Yemen,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,560,1011,1113,799,659,503,446,522,1194,1087,825,736,512,360 +7173,Zambia,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7174,Zambia,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7175,Zambia,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7176,Zambia,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7177,Zambia,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7178,Zambia,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7179,Zambia,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7180,Zambia,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7181,Zambia,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7182,Zambia,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7183,Zambia,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7184,Zambia,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7185,Zambia,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7186,Zambia,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7187,Zambia,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7188,Zambia,1995,91,659,1668,1124,487,231,130,129,1125,1779,717,257,117,63,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7189,Zambia,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7190,Zambia,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7191,Zambia,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7192,Zambia,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7193,Zambia,2000,349,2175,2610,3045,435,261,174,150,932,1118,1305,186,112,75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7194,Zambia,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7195,Zambia,2002,1135,1013,3051,2000,788,162,405,1099,1383,2730,1434,657,297,197,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7196,Zambia,2003,302,1733,4182,2390,995,386,308,292,2061,3439,1626,680,297,243,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7197,Zambia,2004,209,1498,3963,2262,968,313,324,247,1811,2961,1646,608,245,192,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7198,Zambia,2005,135,1240,3166,2160,917,358,321,168,1507,2463,1433,569,235,185,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7199,Zambia,2006,150,945,3496,1645,684,323,186,224,1500,2834,1257,452,207,122,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7200,Zambia,2007,152,1235,2971,1848,805,319,204,195,1335,2193,1188,558,244,131,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7201,Zambia,2008,101,1120,3244,2094,737,299,229,165,1246,2062,1114,498,187,115,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7202,Zambia,2009,92,1057,3181,2169,792,270,237,145,1051,1935,1151,468,192,126,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7203,Zambia,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7204,Zambia,2011,105,1033,2897,2194,810,280,207,151,940,1683,1063,422,162,99,1057,987,3731,3387,1387,672,591,970,1128,2625,1836,849,422,362,800,530,1524,1459,625,226,237,729,648,1320,910,448,256,196,,,,,,,,,,,,,, +7205,Zambia,2012,141,1003,3088,2412,846,319,220,180,1024,1646,1077,376,189,124,852,855,3103,2877,1252,568,536,785,983,2131,1637,777,380,314,744,526,1423,1364,577,272,248,630,616,1196,808,403,209,158,,,,,,,,,,,,,, +7206,Zambia,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1637,2428,7808,6918,2950,1286,1112,1517,2709,5157,3752,1754,941,669 +7207,Zimbabwe,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7208,Zimbabwe,1981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7209,Zimbabwe,1982,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7210,Zimbabwe,1983,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7211,Zimbabwe,1984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7212,Zimbabwe,1985,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7213,Zimbabwe,1986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7214,Zimbabwe,1987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7215,Zimbabwe,1988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7216,Zimbabwe,1989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7217,Zimbabwe,1990,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7218,Zimbabwe,1991,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7219,Zimbabwe,1992,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7220,Zimbabwe,1993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7221,Zimbabwe,1994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7222,Zimbabwe,1995,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7223,Zimbabwe,1996,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7224,Zimbabwe,1997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7225,Zimbabwe,1998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7226,Zimbabwe,1999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7227,Zimbabwe,2000,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7228,Zimbabwe,2001,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7229,Zimbabwe,2002,191,600,2548,1662,744,315,159,222,914,2185,1095,421,140,65,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7230,Zimbabwe,2003,133,874,3048,2228,981,367,205,180,1232,2856,1480,565,225,114,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7231,Zimbabwe,2004,187,833,2908,2298,1056,366,198,225,1140,2858,1565,622,214,111,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7232,Zimbabwe,2005,210,837,2264,1855,762,295,656,269,1136,2242,1255,578,193,603,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7233,Zimbabwe,2006,215,736,2391,1939,896,348,199,237,1020,2424,1355,632,230,96,1558,699,3268,3394,1729,804,543,1458,1217,4013,2806,1400,577,309,288,253,1024,1001,434,177,127,278,403,1129,821,384,148,92,,,,,,,,,,,,,, +7234,Zimbabwe,2007,138,500,3693,0,716,292,153,185,739,3311,0,553,213,90,2347,6460,740,0,222,89,65,3329,7692,748,0,144,82,46,241,2949,98,0,30,18,14,193,2670,120,0,27,12,9,,,,,,,,,,,,,, +7235,Zimbabwe,2008,127,614,0,3316,704,263,185,145,840,0,2890,467,174,105,1364,837,0,5521,1388,613,490,1262,1263,0,5639,1129,490,303,222,252,0,1862,457,183,147,224,394,0,1622,322,142,104,,,,,,,,,,,,,, +7236,Zimbabwe,2009,125,578,,3471,681,293,192,180,873,,3028,419,229,126,1560,860,,6496,1655,882,861,1425,1334,,7023,1551,729,514,244,266,0,1922,491,231,223,210,394,0,1944,438,182,138,,,,,,,,,,,,,, +7237,Zimbabwe,2010,150,710,2208,1682,761,350,252,173,974,2185,1283,490,265,171,1826,821,3342,3270,1545,882,864,1732,1282,4013,2851,1377,789,563,270,243,902,868,418,229,192,220,319,1058,677,338,181,146,,,,,,,,,,,,,, +7238,Zimbabwe,2011,152,784,2467,2071,780,377,278,174,1084,2161,1386,448,274,160,1364,596,2473,2813,1264,702,728,1271,947,2754,2216,962,587,495,250,195,746,796,342,172,172,209,318,802,640,284,137,129,,,,,,,,,,,,,, +7239,Zimbabwe,2012,120,783,2421,2086,796,360,271,173,939,2053,1286,483,231,161,1169,613,2302,2657,1154,708,796,1008,888,2287,1957,829,516,432,233,214,658,789,331,178,182,208,319,710,579,228,140,143,,,,,,,,,,,,,, +7240,Zimbabwe,2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1315,1642,5331,5363,2349,1206,1208,1252,2069,4649,3526,1453,811,725 diff --git a/exercises/tabular_window_functions/.DS_Store b/exercises/tabular_window_functions/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..5008ddfcf53c02e82d7eee2e57c38e5672ef89f6 GIT binary patch literal 6148 zcmeH~Jr2S!425mzP>H1@V-^m;4Wg<&0T*E43hX&L&p$$qDprKhvt+--jT7}7np#A3 zem<@ulZcFPQ@L2!n>{z**++&mCkOWA81W14cNZlEfg7;MkzE(HCqgga^y>{tEnwC%0;vJ&^%eQ zLs35+`xjp>T0\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPpatcherdateslicecell_chcell_IDdaytreatmenthrs_incubationrepatchhrs_after_OPRsRinresting_potentialmax_spikesRheobaseAP_heigthTHmax_depolmax_repolmembra_time_constant_taucapacitancecommentsrheo_rampAP_halfwidthRheobse_rampUnnamed: 27rheos_rampcommenthigh K concentrationRMP_from_chartissue_sourceareapatient_age
        0OP211209Verji2024-03-13S2821d10S2c8D1Ctrl0.0no13.29888914.470281166.878916-67.9626463450.083.190918-36.132812302.124023-72.63183620.75152.623120NaNNaN0.966102NaNNaNNaNNaNNaN15 mM-59.101382Bielefeldtemporal27.0
        1OP221024Verji2024-06-16S3422o24S3c4D1Ctrl0.0no23.96416711.521243137.820797-71.7895514150.093.322754-42.968750465.820312-83.74023414.85124.32417017NaN0.959995NaNNaNNaNNaNNaN8 mM-62.265689Bielefeldtemporal42.0
        2OP230810Verji2024-05-14S2523810S2c5D1TTX0.0no7.04305610.12063767.739416-70.62988347100.091.973877-37.817383415.771484-107.66601613.00228.65485810402.0134000.760052NaNNaNNaNNaNNaN8 mM-61.329228Mittetemporal63.0
        3OP230209Verji2024-04-27S2_D2323209S2_D2c3D2high K25.0no21.8483337.74550343.009610-68.37158231500.067.163086-29.284668212.036133-61.64550811.05215.78450530672.2024070.958735NaNNaNNaNNaNNaN8 mM-62.577472Bielefeldtemporal63.0
        4OP240321Verji2024-04-11S2424321S2c4D1Ctrl0.0no11.5302787.63294132.884808-52.45361321200.084.008789-36.785889403.442383-71.89941414.80695.7911058NaN1.063838324.520817NaNNaNNaNNaN8 mM-63.149769Bielefeldtemporal31.0
        \n", + "" + ], + "text/plain": [ + " OP patcher date slice cell_ch cell_ID day treatment \\\n", + "0 OP211209 Verji 2024-03-13 S2 8 21d10S2c8 D1 Ctrl \n", + "1 OP221024 Verji 2024-06-16 S3 4 22o24S3c4 D1 Ctrl \n", + "2 OP230810 Verji 2024-05-14 S2 5 23810S2c5 D1 TTX \n", + "3 OP230209 Verji 2024-04-27 S2_D2 3 23209S2_D2c3 D2 high K \n", + "4 OP240321 Verji 2024-04-11 S2 4 24321S2c4 D1 Ctrl \n", + "\n", + " hrs_incubation repatch hrs_after_OP Rs Rin \\\n", + "0 0.0 no 13.298889 14.470281 166.878916 \n", + "1 0.0 no 23.964167 11.521243 137.820797 \n", + "2 0.0 no 7.043056 10.120637 67.739416 \n", + "3 25.0 no 21.848333 7.745503 43.009610 \n", + "4 0.0 no 11.530278 7.632941 32.884808 \n", + "\n", + " resting_potential max_spikes Rheobase AP_heigth TH max_depol \\\n", + "0 -67.962646 34 50.0 83.190918 -36.132812 302.124023 \n", + "1 -71.789551 41 50.0 93.322754 -42.968750 465.820312 \n", + "2 -70.629883 47 100.0 91.973877 -37.817383 415.771484 \n", + "3 -68.371582 31 500.0 67.163086 -29.284668 212.036133 \n", + "4 -52.453613 21 200.0 84.008789 -36.785889 403.442383 \n", + "\n", + " max_repol membra_time_constant_tau capacitance comments rheo_ramp \\\n", + "0 -72.631836 20.75 152.623120 NaN NaN \n", + "1 -83.740234 14.85 124.324170 17 NaN \n", + "2 -107.666016 13.00 228.654858 10 402.013400 \n", + "3 -61.645508 11.05 215.784505 30 672.202407 \n", + "4 -71.899414 14.80 695.791105 8 NaN \n", + "\n", + " AP_halfwidth Rheobse_ramp Unnamed: 27 rheos_ramp comment \\\n", + "0 0.966102 NaN NaN NaN NaN NaN \n", + "1 0.959995 NaN NaN NaN NaN NaN \n", + "2 0.760052 NaN NaN NaN NaN NaN \n", + "3 0.958735 NaN NaN NaN NaN NaN \n", + "4 1.063838 324.520817 NaN NaN NaN NaN \n", + "\n", + " high K concentration RMP_from_char tissue_source area patient_age \n", + "0 15 mM -59.101382 Bielefeld temporal 27.0 \n", + "1 8 mM -62.265689 Bielefeld temporal 42.0 \n", + "2 8 mM -61.329228 Mitte temporal 63.0 \n", + "3 8 mM -62.577472 Bielefeld temporal 63.0 \n", + "4 8 mM -63.149769 Bielefeld temporal 31.0 " + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f7c93d25", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ff2c32f0", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "612215d0", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/tabular_window_functions/.ipynb_checkpoints/window_functions_solution-checkpoint.ipynb b/exercises/tabular_window_functions/.ipynb_checkpoints/window_functions_solution-checkpoint.ipynb new file mode 100644 index 0000000..0f096a8 --- /dev/null +++ b/exercises/tabular_window_functions/.ipynb_checkpoints/window_functions_solution-checkpoint.ipynb @@ -0,0 +1,526 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "6f6aa857", + "metadata": {}, + "source": [ + "# Exercise: For each patcher, compute the average number of days they waited between experiments\n", + "\n", + "Here is how to proceed\n", + "1. Use a window function to compute the number of days that elapse between experiment (i.e., the distance between `date`), for each `patcher`. Add that as a new column, `'days from prev'`\n", + "2. Compute the average `'days from prev'` per patcher\n", + "\n", + "With your new awesome vectorization skills, it should take two lines!" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "8f9bc8b1", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "# Set some Pandas options: maximum number of rows/columns it's going to display\n", + "pd.set_option('display.max_rows', 1000)\n", + "pd.set_option('display.max_columns', 100)" + ] + }, + { + "cell_type": "markdown", + "id": "1be11d54", + "metadata": {}, + "source": [ + "# Load the neural data" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "8dfc3020", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('shuffled_QC_passed_2024-07-04_collected_v1.csv', parse_dates=['date'])" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "0430951e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPpatcherdateslicecell_chcell_IDdaytreatmenthrs_incubationrepatchhrs_after_OPRsRinresting_potentialmax_spikesRheobaseAP_heigthTHmax_depolmax_repolmembra_time_constant_taucapacitancecommentsrheo_rampAP_halfwidthRheobse_rampUnnamed: 27rheos_rampcommenthigh K concentrationRMP_from_chartissue_sourceareapatient_age
        0OP211209Verji2024-03-13S2821d10S2c8D1Ctrl0.0no13.29888914.470281166.878916-67.9626463450.083.190918-36.132812302.124023-72.63183620.75152.623120NaNNaN0.966102NaNNaNNaNNaNNaN15 mM-59.101382Bielefeldtemporal27.0
        1OP221024Verji2024-06-16S3422o24S3c4D1Ctrl0.0no23.96416711.521243137.820797-71.7895514150.093.322754-42.968750465.820312-83.74023414.85124.32417017NaN0.959995NaNNaNNaNNaNNaN8 mM-62.265689Bielefeldtemporal42.0
        2OP230810Verji2024-05-14S2523810S2c5D1TTX0.0no7.04305610.12063767.739416-70.62988347100.091.973877-37.817383415.771484-107.66601613.00228.65485810402.0134000.760052NaNNaNNaNNaNNaN8 mM-61.329228Mittetemporal63.0
        3OP230209Verji2024-04-27S2_D2323209S2_D2c3D2high K25.0no21.8483337.74550343.009610-68.37158231500.067.163086-29.284668212.036133-61.64550811.05215.78450530672.2024070.958735NaNNaNNaNNaNNaN8 mM-62.577472Bielefeldtemporal63.0
        4OP240321Verji2024-04-11S2424321S2c4D1Ctrl0.0no11.5302787.63294132.884808-52.45361321200.084.008789-36.785889403.442383-71.89941414.80695.7911058NaN1.063838324.520817NaNNaNNaNNaN8 mM-63.149769Bielefeldtemporal31.0
        \n", + "
        " + ], + "text/plain": [ + " OP patcher date slice cell_ch cell_ID day treatment \\\n", + "0 OP211209 Verji 2024-03-13 S2 8 21d10S2c8 D1 Ctrl \n", + "1 OP221024 Verji 2024-06-16 S3 4 22o24S3c4 D1 Ctrl \n", + "2 OP230810 Verji 2024-05-14 S2 5 23810S2c5 D1 TTX \n", + "3 OP230209 Verji 2024-04-27 S2_D2 3 23209S2_D2c3 D2 high K \n", + "4 OP240321 Verji 2024-04-11 S2 4 24321S2c4 D1 Ctrl \n", + "\n", + " hrs_incubation repatch hrs_after_OP Rs Rin \\\n", + "0 0.0 no 13.298889 14.470281 166.878916 \n", + "1 0.0 no 23.964167 11.521243 137.820797 \n", + "2 0.0 no 7.043056 10.120637 67.739416 \n", + "3 25.0 no 21.848333 7.745503 43.009610 \n", + "4 0.0 no 11.530278 7.632941 32.884808 \n", + "\n", + " resting_potential max_spikes Rheobase AP_heigth TH max_depol \\\n", + "0 -67.962646 34 50.0 83.190918 -36.132812 302.124023 \n", + "1 -71.789551 41 50.0 93.322754 -42.968750 465.820312 \n", + "2 -70.629883 47 100.0 91.973877 -37.817383 415.771484 \n", + "3 -68.371582 31 500.0 67.163086 -29.284668 212.036133 \n", + "4 -52.453613 21 200.0 84.008789 -36.785889 403.442383 \n", + "\n", + " max_repol membra_time_constant_tau capacitance comments rheo_ramp \\\n", + "0 -72.631836 20.75 152.623120 NaN NaN \n", + "1 -83.740234 14.85 124.324170 17 NaN \n", + "2 -107.666016 13.00 228.654858 10 402.013400 \n", + "3 -61.645508 11.05 215.784505 30 672.202407 \n", + "4 -71.899414 14.80 695.791105 8 NaN \n", + "\n", + " AP_halfwidth Rheobse_ramp Unnamed: 27 rheos_ramp comment \\\n", + "0 0.966102 NaN NaN NaN NaN NaN \n", + "1 0.959995 NaN NaN NaN NaN NaN \n", + "2 0.760052 NaN NaN NaN NaN NaN \n", + "3 0.958735 NaN NaN NaN NaN NaN \n", + "4 1.063838 324.520817 NaN NaN NaN NaN \n", + "\n", + " high K concentration RMP_from_char tissue_source area patient_age \n", + "0 15 mM -59.101382 Bielefeld temporal 27.0 \n", + "1 8 mM -62.265689 Bielefeld temporal 42.0 \n", + "2 8 mM -61.329228 Mitte temporal 63.0 \n", + "3 8 mM -62.577472 Bielefeld temporal 63.0 \n", + "4 8 mM -63.149769 Bielefeld temporal 31.0 " + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "id": "685a6b77", + "metadata": {}, + "outputs": [], + "source": [ + "df['days from prev'] = df['date'] - df.sort_values('date').groupby('patcher')['date'].shift()" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "75a262c6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        patcherdatedays from prev
        251Rosie2024-01-01NaT
        102Rosie2024-01-043 days
        355Rosie2024-01-040 days
        47Rosie2024-01-051 days
        477Rosie2024-01-050 days
        \n", + "
        " + ], + "text/plain": [ + " patcher date days from prev\n", + "251 Rosie 2024-01-01 NaT\n", + "102 Rosie 2024-01-04 3 days\n", + "355 Rosie 2024-01-04 0 days\n", + "47 Rosie 2024-01-05 1 days\n", + "477 Rosie 2024-01-05 0 days" + ] + }, + "execution_count": 68, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.sort_values(['patcher', 'date'])[['patcher', 'date', 'days from prev']].head()" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "dc9a1853", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "patcher\n", + "Rosie 1 days 05:45:15.789473684\n", + "Verji 0 days 10:53:42.269807280\n", + "Name: days from prev, dtype: timedelta64[ns]" + ] + }, + "execution_count": 74, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.groupby('patcher')['days from prev'].mean()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "de6ee1a8", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "61a39610", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d63a56b1", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/tabular_window_functions/shuffled_QC_passed_2024-07-04_collected_v1.csv b/exercises/tabular_window_functions/shuffled_QC_passed_2024-07-04_collected_v1.csv new file mode 100644 index 0000000..c769d32 --- /dev/null +++ b/exercises/tabular_window_functions/shuffled_QC_passed_2024-07-04_collected_v1.csv @@ -0,0 +1,660 @@ +OP,patcher,date,slice,cell_ch,cell_ID,day,treatment,hrs_incubation,repatch,hrs_after_OP,Rs,Rin,resting_potential,max_spikes,Rheobase,AP_heigth,TH,max_depol,max_repol,membra_time_constant_tau,capacitance,comments,rheo_ramp,AP_halfwidth,Rheobse_ramp,Unnamed: 27,rheos_ramp,comment, ,high K concentration,RMP_from_char,tissue_source,area,patient_age +OP211209,Verji,2024-03-13,S2,8,21d10S2c8,D1,Ctrl,0.0,no,13.29888889,14.47028099,166.8789159,-67.96264648,34,50.0,83.19091797,-36.1328125,302.1240234,-72.63183594,20.75,152.6231201,,,0.966102219,,,,,,15 mM,-59.10138168,Bielefeld,temporal,27.0 +OP221024,Verji,2024-06-16,S3,4,22o24S3c4,D1,Ctrl,0.0,no,23.96416667,11.5212428,137.8207965,-71.78955078,41,50.0,93.32275391,-42.96875,465.8203125,-83.74023438,14.85,124.3241696,17,,0.959995228,,,,,,8 mM,-62.26568939,Bielefeld,temporal,42.0 +OP230810,Verji,2024-05-14,S2,5,23810S2c5,D1,TTX,0.0,no,7.043055556,10.1206367,67.73941573,-70.62988281,47,100.0,91.97387695,-37.81738281,415.7714844,-107.6660156,13.0,228.6548578,10,402.0134,0.760051718,,,,,,8 mM,-61.32922775,Mitte,temporal,63.0 +OP230209,Verji,2024-04-27,S2_D2,3,23209S2_D2c3,D2,high K,25.0,no,21.84833333,7.745502768,43.00961023,-68.37158203,31,500.0,67.16308594,-29.28466797,212.0361328,-61.64550781,11.05,215.7845054,30,672.202407,0.958735269,,,,,,8 mM,-62.57747208,Bielefeld,temporal,63.0 +OP240321,Verji,2024-04-11,S2,4,24321S2c4,D1,Ctrl,0.0,no,11.53027778,7.632941391,32.88480792,-52.45361328,21,200.0,84.00878906,-36.78588867,403.4423828,-71.89941406,14.8,695.7911047,8,,1.063837531,324.5208174,,,,,8 mM,-63.14976883,Bielefeld,temporal,31.0 +OP220127,Rosie,2024-07-22,S2_D2,5,22129S2_D2c5,D2,TTX,24.0,no,46.79444444,9.807291152,53.63303274,-66.90673828,30,150.0,77.74047852,-35.9375,347.65625,-69.82421875,11.4,227.3616555,31,,0.923104978,,,,,31.0,15 mM,-61.29355057,Mitte,temporal,45.0 +OP221024,Verji,2024-06-14,S2_D2,4,22o24S2c5,D2,TTX,24.0,yes,47.46416667,9.592057034,38.5317477,-63.37280273,6,600.0,60.59570313,-22.96142578,158.203125,-41.38183594,3.95,117.7739763,30,,1.239089567,,,,,,8 mM,-63.76218063,Bielefeld,temporal,42.0 +OP221027,Verji,2024-02-01,S2_D2,2,22o27S2c2,D2,TTX,24.0,yes,34.65888889,13.08692097,53.72979843,-69.47021484,33,200.0,76.171875,-34.0637207,290.2832031,-88.98925781,10.9,276.2344934,30,,0.80601395,,,,,,8 mM,-61.88209991,Mitte,temporal,61.0 +OP240215,Verji,2024-02-10,S1,4,24215S1c4,D1,Ctrl,0.0,no,11.72583333,10.02916639,45.2685955,-74.06616211,25,150.0,88.14086914,-42.74291992,333.0078125,-79.95605469,19.25,486.3407864,3,,0.958975243,719.5139838,,,,,8 mM,-60.0295697,Bielefeld,temporal,30.0 +OP230808,Verji,2024-04-04,S5,4,23808S5c4,D1,Ctrl,0.0,no,24.79277778,8.488247607,52.49446801,-74.8840332,23,250.0,88.89770508,-37.53662109,437.0117188,-64.20898438,15.95,493.5312559,28,513.5571186,1.143392566,,,,,,8 mM,-65.06136215,Hamburg,temporal,14.0 +OP220127,Rosie,2024-07-20,S1_D2,8,22129S1_D2c8,D2,Ctrl,24.0,no,44.59944444,29.15487595,244.3463877,-71.60644531,38,50.0,82.00683594,-36.86523438,290.4052734,-84.59472656,12.8,81.71252679,28,,0.92558657,,,,,28.0,15 mM,-59.94002472,Mitte,temporal,45.0 +OP230426,Verji,2024-01-16,S3,6,23426S3c6,D1,high K,0.0,no,24.36611111,7.533919301,60.58603809,-69.48852539,26,100.0,86.51123047,-36.328125,417.6025391,-77.63671875,13.85,241.2742158,11,331.81106,0.904285424,,,,,,8 mM,-61.94321762,Hamburg,temporal,58.0 +OP230810,Verji,2024-05-12,S1,7,23810S1c7,D1,high K,0.0,yes,5.660833333,26.75652963,74.70950316,-64.85595703,53,150.0,90.94238281,-42.93212891,423.9501953,-83.0078125,9.1,239.3168539,5,307.5403,0.965371197,,,,,,8 mM,-61.51349396,Mitte,temporal,63.0 +OP240321,Verji,2024-04-12,S2,8,24321S2c8,D1,Ctrl,0.0,yes,11.53027778,21.40485393,49.62557662,-68.25561523,29,200.0,88.70849609,-38.72070313,383.4228516,-106.0791016,20.2,524.9116574,12,,0.81954569,388.4829494,,,,,8 mM,-61.90836395,Bielefeld,temporal,31.0 +OP220322,Verji,2024-06-28,S1_D2,6,22322S1_D2c6,D2,Ctrl,22.0,no,32.92194444,11.95523615,33.57619545,-65.57617188,31,350.0,90.13061523,-40.06958008,339.1113281,-78.73535156,9.45,423.6082079,17,,0.927595753,,,,,,15 mM,-61.32522614,Bielefeld,temporal,52.0 +OP220120,Rosie,2024-03-02,S2_D2,7,22122S2_D2c7,D2,TTX,23.0,no,37.98083333,17.20997709,250.5832579,-47.66235352,1,-300.0,62.46337891,-41.88232422,182.1289063,-87.03613281,5.0,34.70451176,19,,0.735448619,,,,,,15 mM,-59.95962921,Bielefeld,temporal,50.0 +OP230209,Verji,2024-04-25,S3_D2,3,23209S3c3,D2,Ctrl,25.0,yes,23.94944444,27.8535947,200.3500344,-66.91894531,9,50.0,78.57666016,-38.89770508,306.5185547,-104.4921875,16.5,113.8976195,37; exclude; Rs_end > 30,104.360218,0.706254014,,,,,,8 mM,-60.01862885,Bielefeld,temporal,63.0 +OP220518,Verji,2024-07-10,S2_D2,5,22519S2_D2c5,D2,high K,24.0,no,47.49083333,7.294438443,23.61445361,-61.70043945,6,800.0,75.06713867,-34.58251953,300.4150391,-60.91308594,3.95,198.8227343,28,,1.063950777,,,,,,15 mM,-63.05897186,Bielefeld,frontal,37.0 +OP230314,Verji,2024-07-23,S3,7,23314S3c7,D1,TTX,0.0,yes,8.987777778,8.086421162,55.08455337,-72.44873047,39,150.0,91.66259766,-37.87841797,489.7460938,-90.08789063,13.55,234.9240212,19,,0.839852963,,,300.535018,,,8 mM,-60.00501572,Virchow,temporal,12.0 +OP220217,Verji,2024-06-05,S2_D2,3,22218S2_D2c3,D2,TTX,22.0,no,34.75305556,7.854192223,69.71558251,-73.03466797,30,200.0,61.29150391,-29.75463867,140.2587891,-41.9921875,15.65,284.031681,27,,1.240366976,,,,,,15 mM,-61.11393967,Mitte,temporal,17.0 +OP230808,Verji,2024-04-02,S3,8,23808S3c8,D1,Ctrl,0.0,no,10.92722222,8.565213353,61.80074835,-80.23681641,18,100.0,86.65161133,-41.55273438,325.5615234,-69.09179688,25.8,414.2157766,20,497.8065936,1.12020915,,,,,,8 mM,-61.09218033,Hamburg,temporal,14.0 +OP220914,Verji,2024-07-06,S2_D2,6,22915S2_D2c6,D2,TTX,24.0,no,48.89638889,14.79940085,80.56026762,-52.40478516,2,100.0,21.42944336,-10.54077148,14.6484375,-8.056640625,20.15,262.5348708,22,,2.936208337,,,,,,8 mM,-47.75891815,Bielefeld,temporal,21.0 +OP220111,Rosie,2024-06-11,S1_D2,4,22111S1c4,D2,TTX,21.0,yes,32.75444444,8.588633505,71.51729222,-59.98535156,0,,,,,,17.85,532.2191083,13,,,,,,,,15 mM,-59.99144638,Bielefeld,temporal,51.0 +OP230109,Verji,2024-02-29,S2_D2,2,2311S2_D2c2,D2,high K,24.0,no,46.55611111,12.0591842,102.348767,-65.17333984,5,200.0,67.28515625,-30.53588867,262.6953125,-84.83886719,9.5,126.6460537,34,,0.804893682,,,,,,8 mM,-61.562229,Bielefeld,temporal,42.0 +OP240201,Verji,2024-03-04,S1,6,24201S1c6,D1,high K,0.0,no,9.856111111,19.43676784,55.79062937,-58.35571289,29,450.0,83.99047852,-40.5090332,344.8486328,-61.03515625,17.2,696.6744129,5,,1.237340459,166.1155372,,,,,8 mM,-67.74392349,Mitte,temporal,39.0 +OP210615,Rosie,2024-03-08,S4,2,2021_06_15_0S4c2,D1,TTX,0.0,no,11.5725,7.568696233,43.59352717,-62.06054688,33,500.0,103.137207,-44.30541992,613.7695313,-90.69824219,9.8,389.2441212,manually_corrected,,0.978717772,,,,,,15 mM,-69.04094467,Virchow,temporal,19.0 +OP230808,Verji,2024-04-02,S4,4,23808S4c4,D1,TTX,0.0,no,23.75972222,10.08791051,86.29501911,-76.14746094,17,100.0,85.52856445,-38.18969727,333.0078125,-74.95117188,23.2,368.3224806,23,400.5133504,1.032756149,,,,,,8 mM,-61.9985498,Hamburg,temporal,14.0 +OP210615,Rosie,2024-03-04,S2,2,2021_06_15_0S2c2,D1,Ctrl,0.0,no,9.555555556,14.25318281,48.73435774,-72.68066406,41,400.0,97.1496582,-44.43359375,559.9365234,-73.85253906,12.4,491.916707,manually_corrected,,1.072201415,,,,,,15 mM,-70.3563118,Virchow,temporal,19.0 +OP210323,Rosie,2024-06-02,S6_D2,2,2021_03_25_0S6_D2c1,D2,TTX,16.5,no,45.982222,6.111883637,37.90606881,-63.96484375,10,800.0,63.7878418,-26.26342773,182.2509766,-46.50878906,18.5,663.2472648,37,,1.303423394,,,,,,15 mM,-72.16715439,Virchow,temporal,10.0 +OP230109,Verji,2024-02-26,S2,8,2311S2c8,D1,high K,0.0,no,20.8525,11.5686629,40.27959212,-63.72070313,48,300.0,84.08203125,-37.59765625,380.9814453,-84.71679688,8.3,275.8361055,13,,0.804060607,,,,,,8 mM,-62.4380603,Bielefeld,temporal,42.0 +OP210323,Rosie,2024-05-19,S4,7,2021_03_24_0S4c7,D1,TTX,0.0,no,23.04833333,8.532421262,102.6540583,-70.08056641,19,150.0,87.16430664,-39.69116211,300.5371094,-81.66503906,16.4,226.9405405,17,,0.950841822,,,,,,15 mM,-70.04043732,Virchow,temporal,10.0 +OP220217,Verji,2024-05-30,S3,4,22217S3c4,D1,high K,0.0,no,11.88,8.510487699,38.52877708,-73.65112305,34,450.0,71.29516602,-37.06054688,202.3925781,-67.26074219,11.85,328.5116751,13,,0.932318255,,,,,,15 mM,-64.75763992,Mitte,temporal,17.0 +OP230314,Verji,2024-07-22,S3,5,23314S3c5,D1,TTX,0.0,no,8.987777778,7.485599379,65.50847045,-75.36621094,47,100.0,83.28857422,-37.8112793,396.9726563,-99.12109375,16.5,204.6449659,17,,0.701467788,,,368.502283,,,8 mM,-57.15973892,Virchow,temporal,12.0 +OP230314,Verji,2024-07-20,S3_D2,4,23314S3c3,D2,TTX,23.0,yes,32.72666667,17.47237941,50.63841144,-64.89868164,4,450.0,58.33740234,-35.48583984,204.5898438,-58.95996094,9.9,514.1096672,33,,0.911866182,,,,,,8 mM,-62.15148026,Virchow,temporal,12.0 +OP230420,Verji,2024-01-05,S2,8,23420S2c8,D1,high K,0.0,no,12.18805556,10.15496886,33.77378731,-69.79370117,22,300.0,86.32202148,-36.98730469,432.7392578,-61.03515625,18.3,644.0970999,12; exclude; Rs_end > 30,974.7058235,1.122725061,,,,,,8 mM,-61.19957474,Bielefeld,temporal,13.0 +OP220127,Rosie,2024-06-27,S1_D2,4,22128S1c2,D2,Ctrl,24.0,yes,43.83222222,24.31177946,87.45439608,-68.59741211,9,200.0,69.39086914,-38.17749023,213.3789063,-62.74414063,9.2,142.0221,tau and cap from -150,,1.028491636,,,,,25.0,15 mM,-60.5175528,Mitte,temporal,45.0 +OP220426,Verji,2024-01-21,S2_D2,5,22427S2_D2c5,D2,TTX,24.0,no,47.1325,6.511569126,23.16589737,-67.97485352,17,700.0,58.56933594,-24.42626953,173.2177734,-45.41015625,14.25,409.2410167,26,,1.1037319,,,,,,15 mM,-60.57814545,Bielefeld,temporal,60.0 +OP230808,Verji,2024-03-29,S2_D2,1,23808S2c2,D2,high K,25.0,yes,34.21527778,11.61188763,40.55157565,-67.82226563,14,250.0,86.59667969,-38.32397461,420.6542969,-68.359375,20.3,517.6578988,61,481.8160605,1.323131827,,,,,,8 mM,-59.6189299,Hamburg,temporal,14.0 +OP210615,Rosie,2024-03-06,S4,2,2021_06_15_0S4c1,D1,TTX,0.0,no,11.14805556,7.591803416,45.49713671,-67.10205078,28,450.0,99.70092773,-44.54345703,498.4130859,-84.83886719,10.55,366.2101695,,,0.975118561,,,,,,15 mM,-71.12725922,Virchow,temporal,19.0 +OP230523,Verji,2024-03-11,S3,2,23523S3c2,D1,Ctrl,0.0,yes,13.27361111,8.054329516,43.44103325,-75.16479492,22,200.0,83.30078125,-31.1340332,347.9003906,-72.38769531,16.15,349.3090429,15,651.3517117,1.07139335,,,,,,8 mM,-61.0537587,Hamburg,temporal,16.0 +OP220127,Rosie,2024-01-23,S2,1,22127S2c1,D1,high K,0.0,no,9.303888889,9.155659891,52.54134449,-76.30615234,22,100.0,89.35546875,-37.96386719,345.703125,-93.99414063,23.9,369.4128302,6,,0.878282622,,,,,,15 mM,-58.60017395,Mitte,temporal,45.0 +OP220127,Rosie,2024-01-30,S3_D2,3,22127S3c3,D2,TTX,23.0,yes,34.94666667,8.726772893,44.69449077,-78.76586914,34,250.0,83.19702148,-37.10327148,301.3916016,-76.41601563,17.3,338.2377088,32,,0.954730442,,,,,,15 mM,-61.7574617,Mitte,temporal,45.0 +OP220426,Verji,2024-01-17,S2,6,22427S2c6,D1,TTX,0.0,no,22.85555556,8.11855387,42.98952558,-70.86791992,30,150.0,81.86035156,-35.46142578,228.0273438,-80.078125,16.05,250.7994278,3,,0.920186379,,,,,,15 mM,-58.88047363,Bielefeld,temporal,60.0 +OP231123,Verji,2024-03-27,S2_D2,7,23n23S2_D2c7,D2,high K,19.0,no,31.71361111,7.172977536,45.23349945,-71.06323242,24,150.0,87.48168945,-35.63842773,447.7539063,-79.1015625,16.55,376.0821082,21,,0.896085467,527.8975966,,,,,8 mM,-60.87491974,Bielefeld,temporal,40.0 +OP201029,Rosie,2024-03-17,S1,7,20o29S1c7,D1,Ctrl,0.0,no,7.865555556,20.63484044,75.11329289,-69.03076172,42,350.0,71.80786133,-35.10131836,171.9970703,-58.22753906,7.0,154.4619529,,,1.160363728,,,,,,15 mM,-69.01241547,Mitte,temporal,47.0 +OP210323,Rosie,2024-05-04,S3,6,2021_03_24_0S3c6,D1,Ctrl,0.0,yes,21.22833333,18.24590049,57.02961156,-68.46313477,23,700.0,53.93066406,-33.2824707,156.8603516,-43.9453125,10.7,288.8118616,10,,1.182796526,,,,,,15 mM,-68.46290375,Virchow,temporal,10.0 +OP231123,Verji,2024-03-25,S2,5,23n23S2c5,D1,high K,0.0,no,11.95777778,6.416594228,55.15976306,-73.10791016,29,100.0,88.72680664,-40.13061523,402.4658203,-75.43945313,20.75,399.3750367,8,,1.010076404,415.6938565,,,,,8 mM,-62.93654877,Bielefeld,temporal,40.0 +OP211123,Rosie,2024-01-05,S1_D2,5,21n23S1c4,D2,Ctrl,23.0,yes,34.16111111,12.14987175,45.71300317,-50.93383789,13,50.0,84.80834961,-44.8059082,228.7597656,-63.72070313,23.4,419.9185104,,,1.191881963,,,,,,15 mM,-54.25180237,Bielefeld,temporal,68.0 +OP231130,Verji,2024-01-21,S1,5,23n30S1c5,D1,Ctrl,0.0,no,11.99277778,20.14300934,59.82588333,-60.80932617,29,800.0,68.36547852,-31.46362305,258.5449219,-58.10546875,11.75,632.2233169,1,,1.081763385,0.0,,,,,8 mM,-57.46246033,Bielefeld,temporal,39.0 +OP230817,Verji,2024-05-08,S3,8,23817S3c8,D1,Ctrl,0.0,no,7.576388889,21.3561022,75.35247745,-69.83642578,27,100.0,82.33642578,-39.61791992,286.2548828,-68.72558594,16.9,451.3277914,19,424.6042,1.037192893,,,,,,8 mM,-61.06595032,Mitte,temporal,47.0 +OP240201,Verji,2024-03-04,S1,1,24201S1c1,D1,high K,0.0,no,9.856111111,14.40803495,91.64961766,-75.64086914,43,200.0,73.10791016,-34.83886719,219.7265625,-81.42089844,15.25,225.5018051,0,,0.813042715,305.7701923,,,,,8 mM,-71.11311462,Mitte,temporal,39.0 +OP221027,Verji,2024-01-31,S2,2,22o27S2c2,D1,TTX,0.0,yes,9.679166667,7.087507564,61.17202158,-76.16577148,37,100.0,87.890625,-37.9699707,380.6152344,-78.85742188,21.35,305.6342508,9,,0.879168388,,,,,,8 mM,-57.17740082,Mitte,temporal,61.0 +OP220426,Verji,2024-01-20,S3,5,22427S3c5,D1,high K,0.0,no,24.78472222,7.805099445,36.28028452,-53.43017578,18,200.0,74.76196289,-34.5703125,239.8681641,-76.90429688,13.4,353.5355878,10,,0.866591582,,,,,,15 mM,-59.16793152,Bielefeld,temporal,60.0 +OP211123,Rosie,2024-01-12,S2_D2,7,21n24S2_D2c7,D2,high K,23.0,no,36.54972222,12.32736816,149.6074828,-80.02929688,33,50.0,95.73364258,-44.32983398,424.5605469,-80.81054688,22.5,190.1186178,,,0.955288406,,,,,,15 mM,-60.80821594,Bielefeld,temporal,68.0 +OP221027,Verji,2024-02-05,S2_D2,7,22o27S2_D2c7,D2,TTX,24.0,no,35.15,15.56751424,57.9726908,-50.88500977,21,200.0,74.31640625,-34.2956543,254.6386719,-64.57519531,13.55,318.9701149,34,,0.984890116,,,,,,8 mM,-59.18066528,Mitte,temporal,61.0 +OP221027,Verji,2024-01-30,S2_D2,1,22o27S2c1,D2,TTX,24.0,yes,34.57166667,9.714606889,58.60567723,-73.41918945,30,150.0,76.97753906,-34.73510742,297.7294922,-74.21875,16.3,288.5566721,29,,0.951785601,,,,,,8 mM,-61.65735245,Mitte,temporal,61.0 +OP220111,Rosie,2024-06-14,S5_D2,3,22112S5_D2c3,D2,Ctrl,23.0,no,29.73638889,6.423372154,154.8296837,-66.51000977,32,100.0,80.3527832,-38.15917969,273.0712891,-63.11035156,9.2,93.13117084,6,,1.069578226,,,,,,15 mM,-66.38698517,Bielefeld,temporal,51.0 +OP220602,,2024-07-19,S3_D2,8,22602S3_D2c8,D2,TTX,22.0,no,37.68972222,16.99739632,149.5814704,-66.68701172,25,100.0,65.05737305,-30.82885742,165.2832031,-59.32617188,14.4,112.3474286,34,,0.995200469,,,,,,8 mM,-63.05315857,,, +OP221024,Verji,2024-06-10,S1_D2,4,22o24S1c3,D2,high K,24.0,yes,45.12972222,9.182507114,32.80368941,-74.37744141,5,700.0,70.48950195,-44.15283203,177.8564453,-64.57519531,7.7,308.8293758,24,,1.065969911,,,,,,8 mM,-63.29925247,Bielefeld,temporal,42.0 +OP220308,Verji,2024-06-21,S1,8,22308S1c8,D1,Ctrl,0.0,yes,12.17,26.9429407,124.403892,-71.44775391,40,100.0,79.3762207,-39.86206055,243.5302734,-77.39257813,20.45,201.7175196,4; exclude; Rs_end > 30,,0.938989072,,,,,,15 mM,-62.01251495,Bielefeld,temporal,52.0 +OP220811,Verji,2024-06-09,S2_D2,5,22811S2_D2c5,D2,high K,17.0,no,23.26527778,5.024042715,40.28845612,-68.79272461,23,400.0,72.66845703,-27.11181641,271.484375,-46.75292969,19.15,427.4572207,3,,1.249915167,,,,,,8 mM,-61.54855072,Mitte,temporal,18.0 +OP220623,Verji,2024-01-07,S2,3,22623S2c3,D1,high K,0.0,no,9.266944444,6.567370956,21.87430608,-68.68286133,29,400.0,75.6652832,-29.70581055,292.2363281,-80.32226563,13.1,362.8578191,1,,0.808835298,,,,,,8 mM,-54.82799149,Mitte,frontal,32.0 +OP240417,Verji,2024-02-19,S3_D2,6,24417S3c6,D1,Ctrl,16.0,yes,31.57638889,13.81928135,129.1641464,-75.32958984,25,100.0,84.60693359,-37.18261719,377.4414063,-99.97558594,23.35,252.3525066,37; exclude; Rs_end > 30; exclude; Rs_end > 30,,0.752147864,288.4896163,,,,,8 mM,-61.49481277,Hamburg,temporal,29.0 +OP240503,Verji,2024-04-28,S2,5,24503S2c5,D1,Ctrl,0.0,yes,9.624722222,15.31122745,57.46673777,-59.70458984,22,300.0,80.84106445,-36.29150391,268.6767578,-51.39160156,0.15,690.3603,cap manual adjustment,,1.378315392,435.6145205,,,,,8 mM,-63.65160202,Mitte,temporal,36.0 +OP220111,Rosie,2024-06-10,S1,4,22111S1c4,D1,TTX,0.0,yes,11.38083333,16.88836326,69.73148547,-62.6159668,23,50.0,85.38208008,-41.67480469,348.3886719,-70.3125,28.45,466.357979,0,,0.986559637,,,,,,15 mM,-62.6093895,Bielefeld,temporal,51.0 +OP230808,Verji,2024-03-28,S1,3,23808S1c3,D1,TTX,0.0,no,8.163333333,11.8307557,50.36227256,-73.46191406,17,200.0,85.49804688,-39.3737793,369.7509766,-71.16699219,27.5,683.1842305,2,625.4908497,1.060314711,,,,,,8 mM,-59.71858475,Hamburg,temporal,14.0 +OP211209,Verji,2024-03-21,S1_D2,5,21d10S1_D2c5,D2,high K,18.0,no,30.52,9.991316294,67.3526551,-75.22583008,19,250.0,72.97973633,-29.01000977,269.8974609,-69.58007813,21.65,292.6679868,,,0.91356659,,,,,,15 mM,-61.07623215,Bielefeld,temporal,27.0 +OP201029,Rosie,2024-03-20,S2,2,20o29S2c2,D1,TTX,0.0,yes,9.434722222,12.1449819,70.78392484,-62.41455078,23,250.0,70.72,-30.40771484,182.3730469,-64.69726563,15.35,275.3085933,,,0.982865148,,,,,,15 mM,-62.39529144,Mitte,temporal,47.0 +OP230209,Verji,2024-04-21,S1,3,23209S1c3,D1,TTX,0.0,yes,-4.47,20.24465384,51.06639102,-60.08911133,2,400.0,55.23071289,-33.32519531,148.1933594,-39.91699219,13.4,339.3285935,1; exclude; Rs_end > 30,,1.241602102,,,,,,8 mM,-62.19541824,Bielefeld,temporal,63.0 +OP210323,Rosie,2024-04-12,S1,2,2021_03_24_0S1c2,D1,TTX,0.0,yes,16.9575,7.083269346,56.83749983,-72.14355469,17,300.0,89.20288086,-37.37182617,419.7998047,-85.32714844,15.5,383.0346908,1,,0.919767619,,,,,,15 mM,-72.13410156,Virchow,temporal,10.0 +OP201027,Rosie,2024-03-26,S1,2,20o27S1c2,D1,Ctrl,0.0,yes,7.045277778,10.85912724,61.55433968,-61.4074707,32,150.0,83.78295898,-40.56396484,253.6621094,-68.72558594,15.0,266.695605,,,1.111889773,,,,,,15 mM,-61.38810852,Mitte,temporal,33.0 +OP230209,Verji,2024-04-22,S2,5,23209S2c5,D1,high K,0.0,no,-2.874722222,8.525730043,81.23149337,-69.04907227,53,100.0,82.27539063,-34.91210938,365.4785156,-98.26660156,13.05,141.8316418,8,192.024601,0.713135555,,,,,,8 mM,-58.24603363,Bielefeld,temporal,63.0 +OP201027,Rosie,2024-03-29,S1,7,20o27S1c7,D1,Ctrl,0.0,no,7.045277778,8.786273202,50.1445404,-53.75976563,24,250.0,73.26660156,-36.56616211,181.7626953,-61.88964844,15.6,417.290449,3,,1.120129222,,,,,,15 mM,-53.73915771,Mitte,temporal,33.0 +OP240221,Verji,2024-06-19,S1,4,24221S1c4,D1,high K,0.0,no,11.03888889,16.05173703,137.9807712,-47.58605957,21,100.0,85.55908203,-44.15893555,339.4775391,-118.0419922,11.55,133.640678,2,,0.743333036,28.92096403,,,,,8 mM,-60.35948746,Bielefeld,temporal,37.0 +OP230817,Verji,2024-05-09,S1_D2,7,23817S1_D2c7,D2,TTX,23.0,no,27.70083333,7.552612885,68.78540477,-63.45825195,21,150.0,56.1340332,-23.79760742,144.4091797,-58.34960938,17.2,249.6056687,24,395.9532,0.913314774,,,,,,8 mM,-60.48967346,Mitte,temporal,47.0 +OP231130,Verji,2024-01-21,S1,1,23n30S1c1,D1,Ctrl,0.0,yes,11.99277778,15.62708067,58.6665813,-78.06091309,55,300.0,88.77563477,-41.57714844,352.2949219,-103.515625,13.8,329.3506191,0,,0.8110857,351.5817194,,,,,8 mM,-71.58446503,Bielefeld,temporal,39.0 +OP220602,,2024-05-31,S3,1,22602S3c1,D1,TTX,0.0,no,15.22916667,6.363932512,25.41806753,-69.18945313,27,250.0,71.85058594,-32.88574219,231.6894531,-84.83886719,13.0,339.1592357,12,,0.8076344,,,,,,8 mM,-59.13479095,,, +OP220127,Rosie,2024-02-16,S4_D2,2,22127S4_D2c2,D2,TTX,23.0,no,36.85194444,8.06378854,44.06267247,-76.4831543,16,200.0,69.20776367,-26.93481445,218.75,-65.30761719,19.0,338.9178008,38,,0.931688226,,,,,,15 mM,-61.34517899,Mitte,temporal,45.0 +OP240503,Verji,2024-04-30,S3_D2,8,24503S3c8,D2,high K,17.0,yes,29.17055556,9.674571626,75.22330243,-73.11401367,29,150.0,65.52124023,-31.18896484,177.3681641,-66.04003906,25.5,359.7003874,37,,0.907172712,368.3822794,,,,,8 mM,-61.84618591,Mitte,temporal,36.0 +OP211209,Verji,2024-03-14,S3,8,21d10S3c8,D1,TTX,0.0,no,15.17694444,10.72496566,134.6700001,-58.02001953,33,50.0,84.25292969,-38.79394531,271.9726563,-83.0078125,15.65,125.0473543,,,0.921350286,,,,,,15 mM,-55.01094894,Bielefeld,temporal,27.0 +OP230209,Verji,2024-04-24,S2_D2,7,23209S2c7,D2,high K,25.0,yes,21.84833333,13.01074741,77.26324844,-57.31201172,35,100.0,81.62231445,-30.63964844,316.40625,-92.40722656,12.3,143.7398003,33,246.108204,0.850898052,,,,,,8 mM,-57.31295288,Bielefeld,temporal,63.0 +OP240321,Verji,2024-04-20,S2_D2,2,24321S2_D2c2,D2,Ctrl,17.0,no,29.73333333,25.00260368,277.8319678,-70.76416016,40,50.0,85.9375,-42.35229492,382.3242188,-100.4638672,13.9,107.5248347,34; exclude; Rs_end > 30,,0.772774471,109.7736591,,,,,8 mM,-60.29523041,Bielefeld,temporal,31.0 +OP220322,Verji,2024-06-30,S2_D2,3,22322S2_D2c3,D2,TTX,22.0,no,34.94305556,7.367304985,24.60982382,-70.96557617,3,550.0,65.10009766,-38.07983398,241.0888672,-54.6875,8.7,408.426361,19,,0.955310884,,,,,,15 mM,-61.6800824,Bielefeld,temporal,52.0 +OP220127,Rosie,2024-02-12,S2_D2,6,22127S2_D2c6,D2,high K,23.0,no,32.7325,19.04636954,49.69794487,-72.63793945,24,150.0,85.80322266,-36.05957031,317.1386719,-70.80078125,18.0,396.9205922,28,,0.982409117,,,,,,15 mM,-62.11214584,Mitte,temporal,45.0 +OP220127,Rosie,2024-07-06,S3,2,22128S3c2,D1,high K,0.0,no,22.49333333,10.5057559,54.99366521,-72.69897461,12,700.0,85.42480469,-35.18676758,407.1044922,-85.44921875,11.95,405.6398,manually_adj_inj,,0.88737641,,,,,14.0,15 mM,-69.28528931,Mitte,temporal,45.0 +OP220111,Rosie,2024-06-17,S1_D2,4,22112S1_D2c2,D2,TTX,21.0,no,33.98666667,9.484461788,66.02868537,-69.10400391,26,250.0,77.25830078,-33.88671875,322.5097656,-64.20898438,11.05,188.9803758,19,,0.992485326,,,,,,15 mM,-69.08026917,Bielefeld,temporal,51.0 +OP230808,Verji,2024-04-08,S3_D2,2,23808S3_D2c2,D2,Ctrl,25.0,no,35.75638889,8.11929593,55.1986248,-77.72827148,9,250.0,75.13427734,-38.09204102,261.2304688,-58.47167969,24.65,488.0551057,69,605.5101837,1.122261401,,,,,,8 mM,-59.79965714,Hamburg,temporal,14.0 +OP230109,Verji,2024-02-23,S2,1,2311S2c1,D1,high K,0.0,yes,20.8525,11.8984563,32.67588579,-55.00488281,1,250.0,76.86157227,-49.05395508,277.2216797,-59.81445313,9.0,224.9519451,7,,1.129772509,,,,,,8 mM,-60.30499054,Bielefeld,temporal,42.0 +OP240321,Verji,2024-04-08,S1,1,24321S1c1,D1,high K,0.0,no,9.830277778,14.68695264,64.47039974,-49.51171875,15,200.0,64.97802734,-33.203125,171.1425781,-70.80078125,21.75,436.4384568,0,,0.937077429,55.32184406,,,,,8 mM,-60.1537262,Bielefeld,temporal,31.0 +OP220228,Verji,2024-05-20,S2_D2,5,22228S2c6,D2,TTX,23.0,yes,38.60805556,7.026996492,27.35234819,-73.79760742,19,400.0,56.26220703,-23.34594727,133.6669922,-40.52734375,15.35,428.0755745,22,,1.284542472,,,,,,15 mM,-61.37136124,Bielefeld,temporal,33.0 +OP231109,Verji,2024-01-11,S1,2,23n09S1c2,D1,Ctrl,0.0,no,5.016944444,9.160783254,94.60849635,-70.50170898,41,150.0,78.05175781,-35.68115234,270.6298828,-65.67382813,26.1,345.8329155,1,,1.052610637,289.9296643,,,,,8 mM,-54.33382431,Mitte,temporal,44.0 +OP220217,Verji,2024-05-28,S2_D2,6,22217S2c6,D2,TTX,22.0,yes,34.21222222,15.88834982,133.2850322,-79.85229492,29,100.0,62.73803711,-32.48291016,143.4326172,-54.44335938,24.65,265.5263642,24,,1.067558287,,,,,,15 mM,-62.85704315,Mitte,temporal,17.0 +OP230523,Verji,2024-03-09,S1,2,23523S1c2,D1,TTX,0.0,yes,9.898888889,20.81798156,103.8518342,-78.0456543,27,50.0,88.59863281,-42.97485352,356.6894531,-77.63671875,22.65,282.8487805,1,272.7990933,0.98362592,,,,,,8 mM,-63.42125,Hamburg,temporal,16.0 +OP211209,Verji,2024-03-24,S3_D2,2,21d10S3_D2c2,D2,TTX,18.0,no,34.725,7.868088358,80.58351523,-79.84313965,18,250.0,63.61694336,-23.828125,179.5654297,-57.86132813,18.45,279.3759704,,,0.955020815,,,,,,15 mM,-61.64818573,Bielefeld,temporal,27.0 +OP231123,Verji,2024-03-27,S2_D2,5,23n23S2_D2c5,D2,high K,19.0,no,31.71361111,6.369858688,48.70777117,-75.79956055,22,200.0,83.64257813,-34.97314453,407.9589844,-82.64160156,19.9,359.6708218,20,,0.859003878,562.3387446,,,,,8 mM,-60.70497925,Bielefeld,temporal,40.0 +OP220623,Verji,2024-01-09,S4,6,22623S4c6,D1,TTX,0.0,no,12.90611111,8.789322911,81.75947704,-60.29663086,32,200.0,74.55444336,-35.21118164,219.4824219,-60.66894531,12.1,155.183092,17,,1.019203423,,,,,,8 mM,-61.5940918,Mitte,frontal,32.0 +OP221020,Verji,2024-01-28,S6_D2,4,22o21S6_D2c4,D2,high K,20.0,no,33.4275,6.058090218,40.81383928,-64.46533203,17,500.0,74.8840332,-29.69970703,314.9414063,-66.04003906,15.5,501.8814229,13,,0.947928896,,,,,,8 mM,-62.32504959,Mitte,temporal,25.0 +OP221020,Verji,2024-01-29,S6_D2,6,22o21S6_D2c6,D2,high K,20.0,no,33.4275,7.2884183,51.77505905,-65.46630859,19,350.0,78.42407227,-27.93579102,348.2666016,-64.94140625,10.85,237.8145819,14,,0.993077044,,,,,,8 mM,-62.63967575,Mitte,temporal,25.0 +OP231130,Verji,2024-01-26,S2_D2,7,23n30S2_D2c7,D2,Ctrl,21.0,no,34.33166667,8.566453943,67.89862467,-58.95385742,27,500.0,79.07104492,-35.33325195,376.2207031,-78.49121094,8.4,275.2512,15,,0.912125624,523.4874496,,,,,8 mM,-60.89023193,Bielefeld,temporal,39.0 +OP230808,Verji,2024-04-03,S4,5,23808S4c5,D1,TTX,0.0,yes,23.75972222,8.731586121,63.94811293,-81.04858398,15,150.0,88.72680664,-38.56811523,374.0234375,-73.12011719,29.65,574.2146572,24,656.1518717,1.093037518,,,,,,8 mM,-61.99093338,Hamburg,temporal,14.0 +OP220120,Rosie,2024-03-01,S2_D2,4,22122S2_D2c4,D2,TTX,23.0,no,37.98083333,7.510802767,20.48972647,-50.32958984,1,1300.0,67.91381836,-31.45141602,198.9746094,-64.69726563,4.15,499.9529412,17,,0.93479198,,,,,,15 mM,-59.16356979,Bielefeld,temporal,50.0 +OP211123,Rosie,2024-03-30,S2,4,2021_11_24_0S2c4,D1,TTX,0.0,no,23.76555556,26.0966228,91.56724082,-71.94213867,34,100.0,92.43774414,-37.90283203,322.3876953,-85.32714844,18.3,269.7500675,,,1.020629271,,,,,,15 mM,-60.05401672,Bielefeld,temporal,68.0 +OP211123,Rosie,2024-01-04,S1,4,21n23S1c4,D1,Ctrl,0.0,yes,10.71861111,8.187239223,38.05536764,-61.95068359,27,300.0,87.41455078,-35.32104492,283.203125,-78.73535156,15.25,343.4446735,,,0.926819288,,,,,,15 mM,-61.91999481,Bielefeld,temporal,68.0 +OP220217,Verji,2024-05-30,S3_D2,3,22217S3c3,D2,high K,22.0,yes,36.31111111,9.166298022,75.25294752,-71.1730957,39,200.0,79.52270508,-32.44628906,311.5234375,-71.77734375,15.5,263.4356846,30,,0.886507296,,,,,,15 mM,-61.86466202,Mitte,temporal,17.0 +OP220623,Verji,2024-01-08,S3,6,22623S3c6,D1,Ctrl,0.0,no,11.15611111,7.217536181,30.66001016,-76.63574219,30,100.0,90.75927734,-42.50488281,336.7919922,-99.24316406,21.65,376.9538789,11,,0.775832236,,,,,,8 mM,-59.41052475,Mitte,frontal,32.0 +OP240118,Verji,2024-07-31,S2_D2,3,24118S2_D2c3,D2,high K,21.0,no,28.92055556,9.219492243,71.08186755,-65.66772461,24,300.0,78.10668945,-38.58032227,351.6845703,-59.08203125,19.4,500.156727,14,,1.126618215,447.6449215,,,,,8 mM,-60.47513367,Mitte,temporal,58.0 +OP221024,Verji,2024-06-16,S1_D2,5,22o24S1_D2c5,D2,high K,24.0,no,45.12972222,10.66227707,80.37507058,-51.42211914,14,-300.0,69.83642578,-32.35473633,248.4130859,-54.19921875,10.8,159.0536629,25,,1.184782058,,,,,,8 mM,-57.97613998,Bielefeld,temporal,42.0 +OP210323,Rosie,2024-05-10,S3_D2,5,2021_03_24_0S3c6,D2,Ctrl,21.0,yes,44.413056,6.657330264,61.5303277,-69.91577148,22,400.0,83.2824707,-34.32006836,345.9472656,-68.96972656,15.65,381.5619048,36,,1.085706043,,,,,,15 mM,-69.85492676,Virchow,temporal,10.0 +OP221024,Verji,2024-06-16,S3,3,22o24S3c3,D1,Ctrl,0.0,no,23.96416667,8.992057281,99.51333036,-69.09790039,36,100.0,91.40625,-39.25170898,525.390625,-83.37402344,15.35,171.3760818,16,,0.849344649,,,,,,8 mM,-61.23429367,Bielefeld,temporal,42.0 +OP221024,Verji,2024-06-10,S1,2,22o24S1c2,D1,high K,0.0,yes,21.08555556,9.362432704,46.972693,-69.75097656,34,250.0,85.51025391,-37.70751953,418.4570313,-61.5234375,11.25,251.2883436,1,,1.089130051,,,,,,8 mM,-62.87847504,Bielefeld,temporal,42.0 +OP211123,Rosie,2024-04-09,S3_D2,2,2021_11_25_0S3_D2c3,D2,Ctrl,24.0,no,49.09388889,21.10380646,190.465595,-64.03198242,2,100.0,46.42944336,-26.45263672,43.21289063,-15.13671875,33.5,173.389354,,,2.719383013,,,,,,15 mM,-61.12625565,Bielefeld,temporal,68.0 +OP221027,Verji,2024-02-04,S3,1,22o27S3c1,D1,Ctrl,0.0,no,11.07,8.066904806,42.5484786,-73.42529297,37,50.0,87.72583008,-35.71166992,392.9443359,-91.06445313,24.6,377.7379569,15,,0.821365849,,,,,,8 mM,-52.82335205,Mitte,temporal,61.0 +OP240221,Verji,2024-06-20,S1,7,24221S1c7,D1,high K,0.0,yes,11.03888889,12.3396884,68.35158183,-55.93261719,34,200.0,83.48388672,-38.43383789,314.9414063,-72.38769531,13.25,346.7859425,5,,1.03983575,157.7452582,,,,,8 mM,-60.75606796,Bielefeld,temporal,37.0 +OP210323,Rosie,2024-04-20,S1,5,2021_03_24_0S1c5,D1,TTX,0.0,no,17.50694444,7.609105156,43.09483836,-70.31860352,18,400.0,91.87011719,-41.26586914,375.4882813,-61.64550781,16.5,474.2736842,3,,1.285444107,,,,,,15 mM,-70.30480972,Virchow,temporal,10.0 +OP220127,Rosie,2024-07-11,S4,4,22128S4c4,D1,Ctrl,0.0,yes,25.40166667,9.122283152,23.16715806,-67.68798828,19,500.0,53.13110352,-44.68383789,241.5771484,-64.69726563,0.15,14.93981763,21,,,,,,,21.0,15 mM,-57.97163834,Mitte,temporal,45.0 +OP220914,Verji,2024-07-05,S2_D2,3,22915S2c4,D2,TTX,24.0,yes,48.47833333,19.75204264,73.06861364,-57.26318359,5,200.0,23.27880859,-10.91308594,16.96777344,-10.86425781,14.0,220.3419789,18,,2.077205595,,,,,,8 mM,-62.98962296,Bielefeld,temporal,21.0 +OP220127,Rosie,2024-01-18,S1,5,22127S1c5,D1,Ctrl,0.0,no,7.288611111,7.876329631,53.81299506,-75.92163086,17,150.0,84.41772461,-38.00048828,315.4296875,-85.9375,19.0,344.3539823,inh??,,0.877814471,,,,,,15 mM,-61.62779877,Mitte,temporal,45.0 +OP230314,Verji,2024-07-14,S2,2,23314S2c2,D1,high K,0.0,no,7.5825,8.135544825,57.89567555,-64.63623047,41,300.0,88.29956055,-34.85107422,504.3945313,-90.8203125,10.15,257.4266254,7,,0.803290871,,,412.183739,,,8 mM,-63.90576553,Virchow,temporal,12.0 +OP230109,Verji,2024-03-02,S3_D2,2,2311S3_D2c2,D2,Ctrl,24.0,no,48.18694444,11.26591557,37.29130323,-67.14477539,28,350.0,86.33422852,-39.41040039,422.6074219,-110.2294922,9.65,382.3593712,40,,0.667487938,,,,,,8 mM,-63.56005234,Bielefeld,temporal,42.0 +OP210615,Rosie,2024-03-08,S5,3,2021_06_16_0S5c1,D2,Ctrl,0.0,no,28.98972222,12.55375928,129.6069988,-67.70019531,17,500.0,77.80761719,-42.38891602,360.3515625,-35.76660156,12.15,304.3816514,,,1.543316884,,,,,,15 mM,-67.70525421,Virchow,temporal,19.0 +OP220518,Verji,2024-07-08,S4,1,22519S4c1,D1,TTX,0.0,no,28.25555556,13.39525598,84.83960652,-61.95678711,20,200.0,82.39135742,-39.60571289,349.1210938,-104.1259766,12.0,159.0036393,13,,0.698413213,,,,,,15 mM,-62.05020187,Bielefeld,frontal,37.0 +OP220127,Rosie,2024-07-16,S4_D2,3,22128S4c4,D2,Ctrl,24.0,yes,50.36333333,11.71369939,32.67054046,-69.85473633,12,250.0,78.03344727,-37.07885742,363.7695313,-92.16308594,18.35,496.9361983,manually_corrected,,0.785428949,,,,,6.0,15 mM,-59.20965195,Mitte,temporal,45.0 +OP220127,Rosie,2024-07-18,S4,8,22128S4c8,D1,Ctrl,0.0,no,25.40166667,8.629636962,60.7298476,-69.59228516,10,500.0,77.1484375,-38.29345703,257.4462891,-68.72558594,5.05,206.0752179,24,,1.034459208,,,,,24.0,15 mM,-59.37089462,Mitte,temporal,45.0 +OP211123,Rosie,2024-04-01,S2,5,2021_11_24_0S2c5,D1,TTX,0.0,no,23.76555556,10.9142128,59.94672248,-50.34179688,47,300.0,94.34204102,-31.42089844,398.6816406,-76.04980469,9.4,192.6323952,,,0.992225141,,,,,,15 mM,-60.13902908,Bielefeld,temporal,68.0 +OP230808,Verji,2024-04-01,S3,4,23808S3c4,D1,Ctrl,0.0,no,10.92722222,18.59292205,78.30694372,-74.73754883,17,-300.0,82.54394531,-46.00219727,313.7207031,-72.75390625,38.2,603.5378978,17,410.1136705,1.03353115,,,,,,8 mM,-60.57568039,Hamburg,temporal,14.0 +OP220322,Verji,2024-06-26,S1_D2,1,22322S1_D2c1,D2,Ctrl,22.0,no,32.92194444,13.94190988,41.33163086,-67.0715332,30,250.0,82.9284668,-38.3605957,291.2597656,-71.41113281,12.55,308.5059265,13,,0.969443049,,,,,,15 mM,-59.11999313,Bielefeld,temporal,52.0 +OP230109,Verji,2024-02-26,S2_D2,5,2311S2c7,D2,high K,24.0,yes,46.2775,8.594446103,34.11516418,-46.72241211,26,450.0,75.85449219,-35.69946289,331.7871094,-83.12988281,1.75,105.4117647,32,,0.782910244,,,,,,8 mM,-60.73864365,Bielefeld,temporal,42.0 +OP240321,Verji,2024-04-13,S4,6,24321S4c6,D1,high K,0.0,no,14.44,12.90046696,49.35565174,-76.30615234,35,150.0,90.08178711,-40.99121094,406.9824219,-93.75,21.6,426.6358047,23,,0.830009591,515.5971866,,,,,8 mM,-64.50559067,Bielefeld,temporal,31.0 +OP230810,Verji,2024-05-12,S1,5,23810S1c5,D1,high K,0.0,yes,5.660833333,25.46841192,79.0432156,-65.1550293,55,100.0,85.49194336,-43.07250977,389.7705078,-80.078125,11.45,241.5927882,3,224.5875,0.966592916,,,,,,8 mM,-60.8608934,Mitte,temporal,63.0 +OP240417,Verji,2024-02-21,S1_D2,1,24417S1_D2c1,D2,Ctrl,16.0,no,27.47166667,8.466645628,64.9064782,-71.72241211,22,50.0,81.9519043,-34.70458984,337.4023438,-96.80175781,22.15,324.4573983,22,,0.775243791,351.9117304,,,,,8 mM,-52.23121353,Hamburg,temporal,29.0 +OP220228,Verji,2024-05-20,S3,2,22228S3c2,D1,Ctrl,0.0,no,16.45583333,15.41093987,79.95721124,-71.76513672,39,100.0,90.21606445,-42.63305664,283.3251953,-97.65625,14.65,171.6307472,11,,0.864059174,,,,,,15 mM,-58.95274002,Bielefeld,temporal,33.0 +OP211123,Rosie,2024-01-11,S2,6,21n23S2c6,D1,high K,0.0,no,13.02277778,7.427587005,31.14729037,-62.51220703,11,350.0,74.15161133,-36.8347168,136.3525391,-47.36328125,13.35,534.7833741,,,1.416694541,,,,,,15 mM,-56.99469803,Bielefeld,temporal,68.0 +OP221027,Verji,2024-01-29,S1,1,22o27S1c1,D1,high K,0.0,no,8.293888889,9.756233648,81.64484463,-73.60839844,30,100.0,89.09912109,-35.98632813,427.6123047,-64.33105469,22.6,285.2684129,0,,1.122933865,,,,,,8 mM,-59.49905487,Mitte,temporal,61.0 +OP220127,Rosie,2024-02-10,S1_D2,4,22127S1_D2c4,D2,Ctrl,23.0,no,30.59527778,6.997351569,26.71901684,-70.84960938,18,500.0,71.23413086,-28.67431641,225.5859375,-65.67382813,15.05,530.2778495,24,,0.934864447,,,,,,15 mM,-61.80704712,Mitte,temporal,45.0 +OP220127,Rosie,2024-02-06,S3_D2,6,22127S3c6,D2,TTX,23.0,yes,34.94666667,13.11982914,58.35267399,-80.01098633,22,100.0,78.05786133,-34.60693359,214.9658203,-77.02636719,19.6,252.5571372,35,,0.939139147,,,,,,15 mM,-60.8224144,Mitte,temporal,45.0 +OP240503,Verji,2024-04-28,S2_D2,5,24503S2c5,D2,Ctrl,17.0,yes,27.96944444,9.693240931,28.50530594,-54.45556641,20,600.0,72.93701172,-30.05981445,248.9013672,-50.17089844,0.15,391.6072,29,,1.201653929,451.1250375,,,,,8 mM,-59.79904938,Mitte,temporal,36.0 +OP220602,,2024-06-21,S3_D2,3,22602S3c6,D2,TTX,22.0,yes,37.41166667,10.51741336,36.93244638,-61.58447266,16,350.0,37.75024414,-15.76538086,57.86132813,-47.97363281,3.7,90.8176779,30,,1.018850712,,,,,,8 mM,-62.29711243,,, +OP221024,Verji,2024-06-10,S1,3,22o24S1c3,D1,high K,0.0,yes,21.08555556,9.786674655,55.84245944,-73.77929688,33,100.0,86.73095703,-41.87011719,341.796875,-86.9140625,13.8,222.4291195,2,,0.859553431,,,,,,8 mM,-60.02488037,Bielefeld,temporal,42.0 +OP221024,Verji,2024-06-14,S2_D2,3,22o24S2c4,D2,TTX,24.0,yes,47.21277778,19.80432492,52.02472251,-66.24145508,15,250.0,70.36743164,-34.17358398,197.1435547,-69.09179688,14.7,384.4290503,29,,0.969108338,,,,,,8 mM,-62.68482742,Bielefeld,temporal,42.0 +OP210323,Rosie,2024-05-31,S6,2,2021_03_24_0S6c5,D1,TTX,0.0,no,28.0475,7.069582217,126.3669356,-61.59667969,36,250.0,77.17285156,-30.7800293,334.4726563,-79.58984375,8.9,86.0534671,26,,0.83597138,,,,,,15 mM,-70.0887645,Virchow,temporal,10.0 +OP211209,Verji,2024-03-20,S5,4,21d10S5c4,D1,high K,0.0,yes,18.54833333,19.51643038,47.01012001,-71.66137695,28,200.0,79.90112305,-40.39306641,246.2158203,-60.18066406,23.95,784.7936,,,1.173126203,,,,,,15 mM,-63.47950897,Bielefeld,temporal,27.0 +OP230209,Verji,2024-04-27,S2_D2,8,23209S2_D2c8,D2,high K,25.0,no,21.84833333,10.03387554,91.53775788,-62.40234375,35,150.0,70.66040039,-27.38647461,271.484375,-79.71191406,13.55,144.4392973,34,247.758259,0.840377946,,,,,,8 mM,-62.39974518,Bielefeld,temporal,63.0 +OP220602,,2024-06-11,S3,6,22602S3c6,D1,TTX,0.0,yes,15.22916667,6.499059954,26.96339816,-72.38769531,30,200.0,66.56494141,-31.42089844,152.7099609,-65.91796875,14.85,288.7862315,17,,0.972905637,,,,,,8 mM,-59.6360379,,, +OP220914,Verji,2024-07-05,S3_D2,1,22915S3c6,D2,Ctrl,24.0,yes,50.33444444,11.59657556,44.35956273,-66.64428711,11,450.0,47.19238281,-9.704589844,59.5703125,-21.60644531,9.85,271.6875,24,,2.186626811,,,,,,8 mM,-60.6560463,Bielefeld,temporal,21.0 +OP230808,Verji,2024-04-03,S5,2,23808S5c2,D1,Ctrl,0.0,no,24.79277778,17.19904485,75.89440972,-73.16894531,21,200.0,84.89379883,-37.45117188,401.9775391,-74.58496094,15.75,348.242915,27,337.3612454,0.9421223,,,,,,8 mM,-62.08622925,Hamburg,temporal,14.0 +OP221020,Verji,2024-01-28,S5_D2,7,22o21S5_D2c7,D2,Ctrl,20.0,no,31.66277778,14.60486232,55.41783323,-50.33569336,12,300.0,68.33496094,-32.07397461,191.0400391,-36.1328125,17.4,484.8326531,10,,1.802421399,,,,,,8 mM,-61.39603683,Mitte,temporal,25.0 +OP230426,Verji,2024-01-16,S3,4,23426S3c4,D1,high K,0.0,no,24.36611111,8.550426449,41.49446295,-72.94311523,43,200.0,79.94995117,-37.31689453,355.9570313,-91.18652344,13.0,309.8065455,9,534.977833,0.729802573,,,,,,8 mM,-60.25913116,Hamburg,temporal,58.0 +OP220518,Verji,2024-07-07,S1,8,22519S1c8,D1,Ctrl,0.0,no,21.6325,9.748035718,37.98830503,-58.72192383,29,200.0,88.22021484,-37.97607422,302.3681641,-66.16210938,10.8,297.8909091,4,,1.075476164,,,,,,15 mM,-57.92003006,Bielefeld,frontal,37.0 +OP211123,Rosie,2024-01-07,S1,7,21n23S1c7,D1,Ctrl,0.0,no,10.71861111,9.474495001,56.02803552,-56.24389648,3,200.0,19.07958984,-13.07983398,24.16992188,-19.89746094,9.5,198.1514959,,,0.966513407,,,,,,15 mM,-56.22396103,Bielefeld,temporal,68.0 +OP220914,Verji,2024-07-03,S1,3,22915S1c3,D1,high K,0.0,no,22.15861111,9.195096399,106.882222,-75.73852539,18,100.0,71.80175781,-32.40356445,111.6943359,-26.61132813,26.85,308.7090526,1,,2.419354957,,,,,,8 mM,-60.9158136,Bielefeld,temporal,21.0 +OP231130,Verji,2024-01-25,S2_D2,6,23n30S2_D2c6,D2,Ctrl,21.0,no,34.33166667,7.483370401,60.24605052,-68.10302734,43,200.0,88.671875,-36.85302734,510.6201172,-114.5019531,10.2,209.2884158,14,,2.401554283,498.6466216,,,,,8 mM,-60.56877396,Bielefeld,temporal,39.0 +OP211209,Verji,2024-03-12,S1,5,21d10S1c5,D1,high K,0.0,no,11.50583333,8.43572654,55.83052432,-75.5065918,20,200.0,85.11352539,-39.61791992,340.2099609,-95.94726563,15.2,250.1625314,,,0.856530059,,,,,,15 mM,-63.21465912,Bielefeld,temporal,27.0 +OP231109,Verji,2024-01-14,S2,8,23n09S2c8,D1,high K,0.0,yes,5.535,11.87209051,78.30865164,-70.40405273,25,800.0,51.33666992,-25.72631836,136.5966797,-43.57910156,12.85,398.362157,12,,1.068929243,0.0,,,,,8 mM,-61.78157059,Mitte,temporal,44.0 +OP220217,Verji,2024-06-02,S3,8,22217S3c8,D1,high K,0.0,no,11.88,12.41443569,129.1635122,-75.31738281,32,50.0,87.05444336,-41.16821289,333.3740234,-101.6845703,15.7,121.1343537,17,,0.787790582,,,,,,15 mM,-57.22033875,Mitte,temporal,17.0 +OP230314,Verji,2024-07-19,S3,2,23314S3c2,D1,TTX,0.0,no,8.987777778,9.368170983,50.24005521,-63.59863281,31,150.0,90.42358398,-32.88574219,492.3095703,-74.70703125,13.1,225.6891693,14,,0.964257748,,,258.713624,,,8 mM,-58.70283783,Virchow,temporal,12.0 +OP220127,Rosie,2024-01-27,S3,1,22127S3c1,D1,TTX,0.0,no,11.24444444,14.02249839,105.4252861,-83.58154297,16,50.0,84.46655273,-37.29248047,235.8398438,-71.53320313,18.8,148.3714836,10,,1.064420766,,,,,,15 mM,-56.00355545,Mitte,temporal,45.0 +OP240411,Verji,2024-02-09,S1_D2,5,24411S1_D2c5,D2,Ctrl,18.0,no,31.11666667,18.68227738,66.88604847,-72.4609375,31,150.0,83.25805664,-41.63208008,417.1142578,-83.49609375,17.1,442.95083,26,,0.881120538,511.6670556,,,,,8 mM,-63.40537842,Bielefeld,temporal,46.0 +OP240411,Verji,2024-02-07,S3,2,24411S3c2,D1,Ctrl,0.0,yes,15.32305556,9.275814484,140.6164837,-72.3449707,46,150.0,80.9387207,-34.05761719,330.2001953,-83.984375,19.2,173.1752271,16,,0.811604765,230.7076903,,,,,8 mM,-62.10460373,Bielefeld,temporal,46.0 +OP220228,Verji,2024-05-19,S1,7,22228S1c7,D1,high K,0.0,yes,13.01777778,9.302653435,35.27534379,-57.60498047,26,300.0,80.05371094,-33.56323242,244.9951172,-74.34082031,8.6,215.2825057,4,,0.969376414,,,,,,15 mM,-55.97195953,Bielefeld,temporal,33.0 +OP220228,Verji,2024-05-18,S1,3,22228S1c3,D1,high K,0.0,no,13.01777778,10.94570997,40.15273033,-71.25244141,25,200.0,84.11254883,-36.12670898,280.0292969,-72.38769531,18.15,429.4145848,2,,1.04502126,,,,,,15 mM,-61.53337463,Bielefeld,temporal,33.0 +OP230109,Verji,2024-02-29,S1_D2,5,2311S1_D2c5,D2,TTX,24.0,no,44.32472222,6.754819034,24.91202102,-49.61547852,18,300.0,56.86645508,-24.609375,198.2421875,-73.60839844,17.15,355.0039166,26,,0.744011464,,,,,,8 mM,-55.40875076,Bielefeld,temporal,42.0 +OP220111,Rosie,2024-06-13,S1,7,22111S1c7,D1,TTX,0.0,yes,11.38083333,10.99482239,35.99698297,-59.55810547,1,800.0,73.92578125,-44.86083984,254.2724609,-46.75292969,12.6,598.3721739,2,,1.454789218,,,,,,15 mM,-59.54016541,Bielefeld,temporal,51.0 +OP230810,Verji,2024-05-15,S3,1,23810S3c1,D1,Ctrl,0.0,no,9.101111111,10.14030961,120.2157991,-66.64428711,40,50.0,74.56665039,-36.37084961,270.7519531,-78.97949219,19.5,151.058156,14,172.1157,0.838170863,,,,,,8 mM,-56.2941983,Mitte,temporal,63.0 +OP220120,Rosie,2024-02-25,S2,3,22121S2c3,D1,TTX,0.0,no,14.21611111,10.36475513,40.77368986,-69.53735352,21,250.0,88.27514648,-34.0637207,348.7548828,-73.73046875,11.45,239.8936061,7,,1.044476124,,,,,,15 mM,-64.1073671,Bielefeld,temporal,50.0 +OP220127,Rosie,2024-07-29,S4_D2,7,22129S4_D2c7,D2,Ctrl,24.0,no,50.68444,14.06382,35.75114,-68.0298,20,600.0,85.9436,-37.5488,422.8516,-71.6553,9.45,452.7158,42,,1.011375398,,,,,41.0,15 mM,-68.00325806,Mitte,temporal,45.0 +OP230314,Verji,2024-07-22,S3,6,23314S3c6,D1,TTX,0.0,no,8.987777778,7.931174156,58.83059441,-74.36523438,34,100.0,82.58056641,-40.00244141,362.5488281,-94.60449219,16.55,242.9706093,18,,0.761217709,,,369.59732,,,8 mM,-59.10048904,Virchow,temporal,12.0 +OP230109,Verji,2024-02-24,S2,5,2311S2c5,D1,high K,0.0,no,20.8525,13.79298611,98.5777257,-53.90625,1,50.0,81.14624023,-48.76708984,356.9335938,-122.9248047,6.05,67.13389773,10,,0.601502835,,,,,,8 mM,-61.78229919,Bielefeld,temporal,42.0 +OP230314,Verji,2024-07-24,S3_D2,7,23314S3c7,D2,TTX,23.0,yes,32.93638889,9.940070715,56.89393257,-62.64648438,21,250.0,75.10986328,-27.99682617,357.6660156,-75.68359375,12.6,249.9254237,36; exclude; Rs_end > 30,,0.826261637,,,347.178239,,,8 mM,-59.80044037,Virchow,temporal,12.0 +OP230808,Verji,2024-03-28,S1,6,23808S1c6,D1,TTX,0.0,no,8.163333333,10.39475376,106.0826492,-83.30078125,1664,-300.0,71.08154297,-15.05737305,237.4267578,-69.70214844,13.05,98.94086071,5,,1.025354282,,,,,,8 mM,-32.68441467,Hamburg,temporal,14.0 +OP221024,Verji,2024-06-10,S1_D2,3,22o24S1c2,D2,high K,24.0,yes,45.12972222,10.12949209,28.35704489,-64.1784668,2,900.0,64.9230957,-35.93139648,158.5693359,-33.93554688,5.05,273.9708609,23,,1.773285869,,,,,,8 mM,-64.17258881,Bielefeld,temporal,42.0 +OP220217,Verji,2024-05-26,S1,6,22217S1c6,D1,Ctrl,0.0,no,7.946944444,11.55743483,64.77569698,-77.72827148,48,100.0,96.42944336,-42.55981445,307.7392578,-103.2714844,12.2,141.8125576,3,,0.869594237,,,,,,15 mM,-60.95539566,Mitte,temporal,17.0 +OP221020,Verji,2024-01-28,S5_D2,2,22o21S5_D2c2,D2,Ctrl,20.0,no,31.66277778,7.435570276,32.20945132,-61.14501953,15,400.0,69.48852539,-32.03125,206.4208984,-43.33496094,13.0,377.6453901,7,,1.432495862,,,,,,8 mM,-65.25906036,Mitte,temporal,25.0 +OP240417,Verji,2024-02-20,S3,8,24417S3c8,D1,Ctrl,0.0,no,15.24944444,15.75260523,86.19896937,-48.51074219,39,200.0,79.90112305,-34.91210938,358.5205078,-94.7265625,17.0,296.779968,21; exclude; Rs_end > 30,,0.722794161,82.71275709,,,,,8 mM,-60.85140671,Hamburg,temporal,29.0 +OP220217,Verji,2024-05-26,S2,2,22217S2c2,D1,TTX,0.0,yes,10.37611111,15.7685395,142.7530632,-76.45263672,27,50.0,85.87036133,-48.2421875,202.2705078,-95.45898438,17.85,148.4540102,6,,0.915999554,,,,,,15 mM,-62.02317886,Mitte,temporal,17.0 +OP220811,Verji,2024-06-09,S3_D2,8,22811S3_D2c8,D2,TTX,17.0,no,25.69194444,15.48765425,64.87003085,-63.42163086,33,250.0,78.43017578,-31.72607422,312.0117188,-75.31738281,17.45,363.5102352,10,,0.877296965,,,,,,8 mM,-61.40568298,Mitte,temporal,18.0 +OP231123,Verji,2024-03-26,S2_D2,2,23n23S2_D2c2,D2,high K,19.0,no,31.71361111,5.938039705,63.2568905,-75.4699707,37,200.0,79.68139648,-37.3046875,297.9736328,-75.68359375,16.65,271.7067729,18; exclude; Rs_end > 30,,0.950352873,523.5174506,,,,,8 mM,-60.3600975,Bielefeld,temporal,40.0 +OP230810,Verji,2024-05-16,S3,5,23810S3c5,D1,Ctrl,0.0,no,9.101111111,9.074148603,63.67820363,-74.8046875,39,100.0,89.19677734,-38.88549805,408.9355469,-81.90917969,21.55,299.3431115,16,459.4953,0.892747443,,,,,,8 mM,-59.79551285,Mitte,temporal,63.0 +OP210615,Rosie,2024-03-02,S1,2,2021_06_15_0S1c2,D1,TTX,0.0,no,6.974444444,29.37756123,80.26151773,-75.59814453,32,350.0,76.81274414,-34.91210938,274.6582031,-55.90820313,7.0,138.7634604,,,1.166099239,,,,,,15 mM,-75.62946228,Virchow,temporal,19.0 +OP240503,Verji,2024-05-01,S3_D2,3,24503S3_D2c3,D2,high K,17.0,no,29.17055556,11.60014198,84.07619565,-53.80249023,27,150.0,73.29101563,-34.48486328,243.0419922,-104.8583984,19.05,264.9534805,33,,0.699597174,112.8937631,,,,,8 mM,-61.58322662,Mitte,temporal,36.0 +OP230314,Verji,2024-07-26,S4_D2,6,23314S4_D2c6,D2,Ctrl,23.0,no,34.25055556,12.49208469,207.3890798,-77.88696289,48,100.0,80.1574707,-34.71679688,450.3173828,-117.3095703,14.4,100.3528711,49,,0.599684489,,,299.619987,,,8 mM,-61.6056337,Virchow,temporal,12.0 +OP220120,Rosie,2024-02-24,S2,1,22121S2c1,D1,TTX,0.0,no,14.21611111,9.462642324,50.5737015,-77.77709961,26,100.0,94.11010742,-40.27099609,399.9023438,-71.04492188,19.75,328.0121642,6,,1.033673933,,,,,,15 mM,-60.07064713,Bielefeld,temporal,50.0 +OP240417,Verji,2024-02-13,S1,4,24417S1c4,D1,Ctrl,0.0,no,9.533055556,10.91244348,109.9015451,-70.59936523,30,100.0,82.64770508,-36.37695313,349.3652344,-77.27050781,20.65,274.6181818,3,,0.92916031,228.2176073,,,,,8 mM,-61.16168457,Hamburg,temporal,29.0 +OP220518,Verji,2024-07-09,s6,6,22519s6c6,D1,Ctrl,0.0,no,32.00833333,14.15225349,72.10653878,-47.02148438,22,150.0,81.7199707,-36.17553711,318.2373047,-91.43066406,6.65,121.6,25,,0.791771797,,,,,,15 mM,-59.43434067,Bielefeld,frontal,37.0 +OP210323,Rosie,2024-05-19,S4,6,2021_03_24_0S4c6,D1,TTX,0.0,no,23.04833333,7.138458786,61.59915037,-73.03466797,6,400.0,86.88354492,-38.25073242,404.6630859,-84.10644531,14.6,296.0475248,16,,0.927250601,,,,,,15 mM,-72.99710083,Virchow,temporal,10.0 +OP230808,Verji,2024-04-06,S1_D2,2,23808S1_D2c2,D2,TTX,25.0,no,33.29638889,8.084762148,80.84846091,-77.23999023,11,150.0,70.95336914,-30.95703125,259.0332031,-52.97851563,33.6,452.1580287,56,487.8462615,1.248623118,,,,,,8 mM,-59.99172531,Hamburg,temporal,14.0 +OP221027,Verji,2024-02-05,S3_D2,2,22o27S3c2,D2,Ctrl,24.0,yes,36.47166667,8.413644313,58.52921935,-73.6328125,48,100.0,88.54370117,-40.90576172,398.8037109,-79.46777344,12.35,196.8311284,37,,0.931550364,,,,,,8 mM,-58.8679126,Mitte,temporal,61.0 +OP240321,Verji,2024-04-13,S3,3,24321S3c3,D1,Ctrl,0.0,no,13.06416667,6.946856511,53.02088922,-74.51171875,26,150.0,85.33935547,-36.29150391,372.8027344,-77.1484375,19.45,385.5641863,15,,0.927598011,552.1084036,,,,,8 mM,-59.7037056,Bielefeld,temporal,31.0 +OP240411,Verji,2024-02-09,S2_D2,5,24411S2c5,D2,high K,18.0,yes,33.32833333,14.51770727,102.5430427,-70.30639648,45,200.0,74.21875,-33.99658203,299.4384766,-87.64648438,13.6,252.3469989,36,,0.760328104,398.3532784,,,,,8 mM,-61.93764832,Bielefeld,temporal,46.0 +OP240417,Verji,2024-02-12,S1_D2,2,24417S1c2,D2,Ctrl,16.0,yes,27.47166667,19.61963713,123.3555607,-81.42700195,28,50.0,91.43066406,-47.49755859,459.5947266,-94.48242188,26.5,315.5348837,23,,0.791991558,314.2904763,,,,,8 mM,-64.37795044,Hamburg,temporal,29.0 +OP210323,Rosie,2024-06-02,S4_D2,1,2021_03_25_0S6_D2c1,D2,TTX,24.0,no,48.612778,17.70347943,262.6274035,-54.93164063,6,200.0,46.72851563,-28.07617188,102.0507813,-82.51953125,4.9,35.56217054,42,,0.683458127,,,,,,15 mM,-67.18881363,Virchow,temporal,10.0 +OP211123,Rosie,2024-04-04,S3,2,2021_11_24_0S3c2,D1,Ctrl,0.0,no,25.49694444,21.30945627,74.9212993,-67.48657227,39,150.0,83.50219727,-35.29052734,405.0292969,-113.8916016,13.5,239.8958785,,,0.724449682,,,,,,15 mM,-60.35238892,Bielefeld,temporal,68.0 +OP211209,Verji,2024-03-13,S2,6,21d10S2c6,D1,Ctrl,0.0,no,13.29888889,20.05491793,92.2475973,-70.3125,38,-300.0,73.97460938,-48.24829102,198.9746094,-75.68359375,26.0,256.6168675,,,0.903698941,,,,,,15 mM,-55.47584076,Bielefeld,temporal,27.0 +OP211209,Verji,2024-03-20,S5_D2,5,21d10S5c4,D2,high K,18.0,yes,38.62972222,5.770413156,29.26141299,-70.39794922,16,450.0,70.56884766,-27.0690918,248.2910156,-46.99707031,17.2,510.515942,,,1.32185427,,,,,,15 mM,-61.44616989,Bielefeld,temporal,27.0 +OP240411,Verji,2024-02-06,S2_D2,1,24411S2c1,D2,high K,18.0,yes,32.95638889,8.334740611,67.00655397,-70.44067383,37,250.0,81.37817383,-32.46459961,373.7792969,-89.23339844,17.2,287.9967297,30,,0.807577882,452.1150705,,,,,8 mM,-62.00080978,Bielefeld,temporal,46.0 +OP240417,Verji,2024-02-15,S1,6,24417S1c6,D1,Ctrl,0.0,yes,9.533055556,10.53358843,67.57135556,-66.27807617,30,200.0,82.52563477,-33.82568359,365.234375,-78.36914063,20.0,391.026253,5,,0.930314405,330.7010234,,,,,8 mM,-60.87614349,Hamburg,temporal,29.0 +OP210323,Rosie,2024-05-16,S4,4,2021_03_24_0S4c4,D1,TTX,0.0,no,23.04833333,9.590149102,90.24426951,-72.60742188,21,200.0,88.94042969,-38.57421875,441.0400391,-89.59960938,15.9,325.0225827,manually_corrected,,0.958427538,,,,,,15 mM,-72.60604004,Virchow,temporal,10.0 +OP230209,Verji,2024-04-24,S3,2,23209S3c2,D1,Ctrl,0.0,yes,-1.504722222,10.78123218,105.1477918,-60.68725586,29,150.0,82.3425293,-36.58447266,302.3681641,-91.43066406,12.8,130.8675195,12,138.081904,0.8433602,,,,,,8 mM,-60.89197357,Bielefeld,temporal,63.0 +OP220308,Verji,2024-06-22,S3,7,22308S3c7,D1,TTX,0.0,no,15.60305556,7.827827594,40.35691738,-73.83422852,45,200.0,89.69116211,-41.53442383,337.7685547,-77.75878906,11.6,315.9674148,12,,0.971664638,,,,,,15 mM,-62.16483994,Bielefeld,temporal,52.0 +OP201029,Rosie,2024-03-18,S1,8,20o29S1c8,D1,Ctrl,0.0,no,7.865555556,6.997220381,43.75053727,-60.77880859,27,400.0,73.83422852,-35.31494141,191.0400391,-60.42480469,13.75,420.2985075,,,1.094900271,,,,,,15 mM,-60.77311935,Mitte,temporal,47.0 +OP240117,Verji,2024-07-31,S2_D2,2,24117S2_D2c2,D1,Ctrl,20.0,no,26.4242,10.50217642,90.84176523,-66.79077148,32,150.0,81.54296875,-39.72167969,293.7011719,-87.52441406,18.95,306.1901381,1,,0.86169639,268.0289343,,,,,8 mM,-60.93274017,Hamburg,temporal,55.0 +OP211123,Rosie,2024-04-03,S2,7,2021_11_24_0S2c7,D1,TTX,0.0,no,23.76555556,15.32528958,65.20746198,-72.19848633,32,150.0,89.1418457,-35.77880859,350.5859375,-88.98925781,19.45,359.2658399,,,0.850153038,,,,,,15 mM,-61.58568665,Bielefeld,temporal,68.0 +OP240321,Verji,2024-04-18,S1_D2,6,24321S1_D2c6,D2,high K,17.0,no,28.00555556,16.25695769,40.28967677,-46.6796875,19,500.0,78.21655273,-36.71875,274.2919922,-69.09179688,14.85,594.1450549,31; exclude; Rs_end > 30,,0.999887966,189.8463282,,,,,8 mM,-66.75645996,Bielefeld,temporal,31.0 +OP230314,Verji,2024-07-16,S2_D2,2,23314S2c3,D2,high K,23.0,yes,30.87,22.15537285,57.50227812,-67.82836914,21,200.0,81.77490234,-37.48779297,361.4501953,-69.82421875,14.7,366.0255319,30; exclude; Rs_end > 30,,0.965786577,,,456.731891,,,8 mM,-60.48879898,Virchow,temporal,12.0 +OP240503,Verji,2024-04-30,S3_D2,6,24503S3c6,D2,high K,17.0,yes,29.17055556,9.111475052,78.07519622,-76.86767578,41,150.0,73.01025391,-28.83300781,297.4853516,-70.55664063,28.6,343.7875275,35,,0.874271801,372.7324244,,,,,8 mM,-60.93699051,Mitte,temporal,36.0 +OP230817,Verji,2024-05-10,S2_D2,5,23817S2_D2c5,D2,high K,23.0,no,29.09,8.902212776,71.96662028,-72.25952148,24,150.0,72.75390625,-27.86865234,241.6992188,-64.81933594,18.25,271.9490678,27,378.7026,0.970257963,,,,,,8 mM,-62.8398439,Mitte,temporal,47.0 +OP220602,,2024-07-04,S1_D2,7,22602S1_D2c7,D2,high K,22.0,no,34.6875,6.130847732,27.71764994,-68.92089844,19,400.0,67.48657227,-24.87792969,217.6513672,-46.99707031,13.5,472.1109925,24,,1.205499782,,,,,,8 mM,-62.83143753,,, +OP220127,Rosie,2024-07-29,S4_D2,8,22129S4_D2c8,D2,Ctrl,24.0,no,50.68444,9.702294,63.53383,-70.5017,27,300.0,85.02808,-34.5764,428.9551,-80.5664,11.45,247.8161,43,,0.893786474,,,,,42.0,15 mM,-70.48185379,Mitte,temporal,45.0 +OP220914,Verji,2024-07-04,S3,6,22915S3c6,D1,Ctrl,0.0,yes,27.14972222,6.164141235,20.39120868,-55.34057617,12,800.0,62.06665039,-27.49633789,93.38378906,-23.4375,6.1,434.5321739,12,,2.339909803,,,,,,8 mM,-59.43974884,Bielefeld,temporal,21.0 +OP210323,Rosie,2024-05-24,S6,2,2021_03_24_0S5c1,D1,TTX,0.0,no,26.994722,7.784184231,50.38181172,-63.53149414,3,250.0,29.54711914,-12.13989258,25.390625,-27.34375,12.15,251.8223909,22,,1.606264185,,,,,,15 mM,-69.99474945,Virchow,temporal,10.0 +OP240503,Verji,2024-04-30,S3,6,24503S3c6,D1,high K,0.0,yes,11.37694444,19.06985827,84.37931121,-73.84033203,45,150.0,71.78955078,-35.62011719,347.7783203,-58.95996094,28.9,403.8359062,17; exclude; Rs_end > 30,,0.992082,344.6214874,,,,,8 mM,-62.32868988,Mitte,temporal,36.0 +OP240221,Verji,2024-06-20,S1,6,24221S1c6,D1,high K,0.0,no,11.03888889,28.46934763,92.09385143,-73.12011719,49,100.0,82.62329102,-41.18041992,347.0458984,-84.35058594,15.5,287.7643059,4,,0.88288824,385.1528384,,,,,8 mM,-61.13145767,Bielefeld,temporal,37.0 +OP201029,Rosie,2024-03-22,S2_D2,2,20o29S2c2,D2,TTX,20.0,yes,29.90916667,17.49,69.24,-74.11499023,8,400.0,54.95605469,-20.15991211,125.9765625,-39.55078125,8.1,159.2206,,,1.307468332,,,,manually_correction,,15 mM,-74.11967306,Mitte,temporal,47.0 +OP210323,Rosie,2024-04-19,S1_D2,8,2021_03_24_0S1c4,D2,TTX,22.0,yes,41.045278,14.16359973,123.6027845,-65.3503418,7,200.0,51.20849609,-26.06811523,216.9189453,-89.47753906,4.45,65.74283138,29,,0.615566086,,,,,,15 mM,-70.91261093,Virchow,temporal,10.0 +OP220228,Verji,2024-05-20,S3,1,22228S3c1,D1,Ctrl,0.0,yes,16.45583333,12.59685025,48.80658018,-73.23608398,25,100.0,87.64648438,-36.98120117,308.3496094,-73.97460938,24.05,346.1003074,10,,0.987659218,,,,,,15 mM,-54.11123474,Bielefeld,temporal,33.0 +OP240117,Verji,2024-07-27,S2,7,24117S2c7,D1,Ctrl,0.0,no,10.20888889,11.25548493,91.91600215,-65.01464844,41,150.0,85.90698242,-39.01977539,287.109375,-89.11132813,17.7,313.1714903,3,,0.831036766,237.5779193,,,,,8 mM,-60.77620743,Hamburg,temporal,55.0 +OP220217,Verji,2024-05-27,S2_D2,2,22217S2c2,D2,TTX,22.0,yes,33.99166667,18.13155068,116.138566,-75.1159668,27,0.0,72.63793945,-38.71459961,188.3544922,-71.41113281,22.45,358.4998051,23,,0.959547275,,,,,,15 mM,-51.26950165,Mitte,temporal,17.0 +OP230109,Verji,2024-02-25,S2,7,2311S2c7,D1,high K,0.0,yes,20.8525,11.93618222,45.08424713,-67.09594727,49,250.0,82.97729492,-38.37280273,363.8916016,-83.0078125,9.05,248.5753562,12,,0.801776934,,,,,,8 mM,-61.62123215,Bielefeld,temporal,42.0 +OP240417,Verji,2024-02-21,S2_D2,2,24417S2c2,D2,high K,16.0,yes,29.90805556,11.36884095,80.52932785,-73.50463867,23,100.0,84.72900391,-34.42382813,458.1298828,-94.11621094,23.7,324.3949875,29,,1.027538205,388.1829394,,,,,8 mM,-59.17502167,Hamburg,temporal,29.0 +OP240507,Verji,2024-01-10,S2_D2,4,24507S2c5,D2,high K,17.0,yes,29.12694444,18.9552835,50.32373039,-50.8605957,20,500.0,73.05908203,-35.09521484,314.3310547,-79.95605469,0.15,23.97658537,21; exclude; Rs_end > 30,,0.811532107,255.6685223,,,,,8 mM,-53.57775635,Hamburg,temporal,16.0 +OP211209,Verji,2024-03-19,S5,2,21d10S5c2,D1,high K,0.0,no,18.54833333,8.199848817,48.83822766,-72.93701172,23,200.0,78.41186523,-29.42504883,225.4638672,-63.11035156,20.1,358.149429,,,1.095961539,,,,,,15 mM,-60.74420547,Bielefeld,temporal,27.0 +OP220228,Verji,2024-05-23,S3,6,22228S3c6,D1,Ctrl,0.0,yes,16.45583333,20.88184397,49.35850581,-72.76611328,32,100.0,86.78588867,-39.19067383,260.7421875,-69.70214844,19.75,420.7854356,15,,1.031004411,,,,,,15 mM,-61.28387939,Bielefeld,temporal,33.0 +OP220811,Verji,2024-06-07,S2_D2,1,22811S2_D2c1,D2,high K,17.0,no,23.26527778,6.346277248,43.37394322,-57.84301758,25,450.0,76.69677734,-28.79638672,317.6269531,-64.08691406,17.4,378.8459801,0,,0.982923356,,,,,,8 mM,-60.71844376,Mitte,temporal,18.0 +OP221020,Verji,2024-01-28,S5_D2,6,22o21S5_D2c6,D2,Ctrl,20.0,no,31.66277778,7.049154391,39.90329308,-72.70507813,23,300.0,78.82080078,-33.22753906,311.8896484,-65.79589844,18.45,389.7934236,9,,0.976485054,,,,,,8 mM,-60.89603516,Mitte,temporal,25.0 +OP221024,Verji,2024-06-13,S2,4,22o24S2c4,D1,TTX,0.0,yes,22.44666667,11.04390653,41.84442835,-70.76416016,30,200.0,87.5,-39.78881836,417.1142578,-77.27050781,15.75,376.9875822,10,,0.909445689,,,,,,8 mM,-60.24489349,Bielefeld,temporal,42.0 +OP220217,Verji,2024-06-03,S1_D2,6,22218S1_D2c6,D2,Ctrl,22.0,no,32.48944444,9.274831342,57.53145112,-73.87695313,24,150.0,84.36279297,-36.90185547,300.4150391,-72.14355469,18.35,308.3552821,21,,1.0634956,,,,,,15 mM,-62.0959848,Mitte,temporal,17.0 +OP230426,Verji,2024-01-16,S3,5,23426S3c5,D1,high K,0.0,no,24.36611111,7.225007513,38.36266736,-69.6105957,33,150.0,87.51220703,-38.7878418,412.5976563,-81.78710938,15.0,372.3636364,10,423.554118,0.895493486,,,,,,8 mM,-60.92206757,Hamburg,temporal,58.0 +OP210323,Rosie,2024-04-26,S1,8,2021_03_24_0S1c8,D1,TTX,0.0,no,17.50694444,7.630186283,78.18487178,-67.08984375,18,250.0,84.81445313,-37.79296875,298.5839844,-75.80566406,19.35,335.304495,5,,1.024783202,,,,,,15 mM,-67.05703369,Virchow,temporal,10.0 +OP240221,Verji,2024-06-19,S1,3,24221S1c3,D1,high K,0.0,yes,11.03888889,15.19987599,59.41465581,-67.87109375,35,200.0,80.92041016,-39.39819336,318.359375,-89.84375,20.5,591.3239437,1,,0.825399979,492.3464115,,,,,8 mM,-59.54050186,Bielefeld,temporal,37.0 +OP240417,Verji,2024-02-15,S1_D2,6,24417S1c6,D2,Ctrl,16.0,yes,27.47166667,12.76924171,55.73877309,-66.90063477,31,300.0,74.89624023,-26.39160156,314.0869141,-64.57519531,12.35,229.9345455,25,,0.99835308,427.9042635,,,,,8 mM,-62.42892487,Hamburg,temporal,29.0 +OP230109,Verji,2024-02-28,S1_D2,3,2311S1_D2c3,D2,TTX,24.0,no,44.32472222,6.887046081,39.37708426,-68.06640625,7,350.0,62.84790039,-27.16064453,230.46875,-60.546875,13.8,325.5568035,24,,0.877284156,,,,,,8 mM,-61.09482574,Bielefeld,temporal,42.0 +OP240201,Verji,2024-03-08,S2_D2,2,24201S2_D2c2,D2,Ctrl,20.0,no,30.65472222,11.67200895,49.84756524,-71.81396484,15,400.0,72.35107422,-34.94262695,233.1542969,-42.96875,17.55,579.1323263,19,,1.383787642,845.0981699,,,,,8 mM,-61.2813443,Mitte,temporal,39.0 +OP220127,Rosie,2024-06-19,S1,1,22128S1c1,D1,Ctrl,0.0,no,19.20166667,14.05305311,46.17085776,-53.58886719,6,500.0,63.98925781,-37.70141602,125.6103516,-42.96875,6.85,244.3332,manually_adj_inj,,1.380565863,,,,,0.0,15 mM,-55.93905533,Mitte,temporal,45.0 +OP220127,Rosie,2024-02-16,S2_D2,8,22127S2_D2c8,D2,high K,23.0,no,32.7325,8.890552192,37.91774878,-61.95678711,17,400.0,80.07202148,-33.74023438,264.1601563,-57.73925781,14.75,467.4352031,30,,1.229008289,,,,,,15 mM,-61.49198029,Mitte,temporal,45.0 +OP210323,Rosie,2024-05-15,S4,2,2021_03_24_0S4c2,D1,TTX,0.0,no,23.04833333,16.80842457,172.2459493,-73.29711914,27,150.0,87.64648438,-37.67700195,404.0527344,-85.81542969,19.9,245.8835596,13,,0.878334218,,,,,,15 mM,-73.22010208,Virchow,temporal,10.0 +OP220127,Rosie,2024-01-20,S1,7,22127S1c7,D1,Ctrl,0.0,no,7.288611111,8.717942839,74.48012732,-79.97436523,25,100.0,87.73803711,-40.33813477,322.3876953,-95.33691406,20.85,300.4453826,4,,0.858603269,,,,,,15 mM,-61.47163727,Mitte,temporal,45.0 +OP220426,Verji,2024-01-18,S3,3,22427S3c3,D1,high K,0.0,yes,24.78472222,14.69289725,61.06627519,-69.26879883,30,150.0,81.7565918,-35.36987305,288.9404297,-78.125,21.0,404.5432099,8,,0.877826816,,,,,,15 mM,-61.62928177,Bielefeld,temporal,60.0 +OP211123,Rosie,2024-04-07,S3,7,2021_11_24_0S3c7,D1,Ctrl,0.0,no,25.49694444,10.98904107,81.54374779,-72.64404297,46,100.0,94.65332031,-39.40429688,436.8896484,-112.1826172,14.3,157.5596503,,,0.789723364,,,,,,15 mM,-60.07406998,Bielefeld,temporal,68.0 +OP240417,Verji,2024-02-16,S3,2,24417S3c2,D1,Ctrl,0.0,no,15.24944444,25.1133928,111.9061667,-72.16796875,33,100.0,82.06176758,-39.02587891,375.6103516,-87.890625,23.65,330.6156997,16,,0.804465902,308.6202873,,,,,8 mM,-59.71862778,Hamburg,temporal,29.0 +OP231130,Verji,2024-01-25,S1_D2,4,23n30S1_D2c4,D2,wash in high K,21.0,no,32.69944444,18.99990833,78.69863438,-53.76586914,34,200.0,76.91040039,-35.0769043,327.6367188,-73.48632813,18.15,403.4865672,9,,0.894415557,160.1153372,,,,,8 mM,-59.20614609,Bielefeld,temporal,39.0 +OP220228,Verji,2024-05-20,S2,6,22228S2c6,D1,TTX,0.0,yes,14.85305556,10.38374782,31.59037865,-69.36035156,35,200.0,87.20703125,-35.85205078,247.1923828,-77.51464844,15.5,448.282436,9,,0.979333572,,,,,,15 mM,-60.06162994,Bielefeld,temporal,33.0 +OP220322,Verji,2024-06-25,S3,6,22322S3c6,D1,high K,0.0,no,14.25722222,7.941083205,31.40239003,-55.10864258,22,150.0,89.6484375,-43.26782227,261.5966797,-80.93261719,10.5,265.4814815,11,,1.10270477,,,,,,15 mM,-59.17220581,Bielefeld,temporal,52.0 +OP210323,Rosie,2024-06-02,S1_D2,1,2021_03_25_0S1_D2c1,D2,TTX,22.0,no,42.038056,19.70660067,82.45608982,-68.48754883,12,300.0,73.96240234,-28.16162109,236.328125,-47.97363281,13.9,207.8846189,32; exclude; Rs_end > 30,,1.276667488,,,,,,15 mM,-70.02277908,Virchow,temporal,10.0 +OP240507,Verji,2024-01-11,S3_D2,6,24507S3_D2c6,D2,Ctrl,17.0,no,31.47138889,12.18102556,45.63257558,-56.90917969,23,350.0,84.85717773,-37.09716797,332.8857422,-81.90917969,20.2,733.8288248,27,,0.899682815,249.6683223,,,,,8 mM,-61.83390396,Hamburg,temporal,16.0 +OP240215,Verji,2024-02-10,S1,3,24215S1c3,D1,Ctrl,0.0,no,11.72583333,6.263417105,69.92492438,-71.83837891,29,250.0,75.91552734,-35.63842773,269.6533203,-59.20410156,22.3,379.5981299,2,,1.096868056,436.3345445,,,,,8 mM,-59.95096344,Bielefeld,temporal,30.0 +OP240321,Verji,2024-04-12,S2_D2,8,24321S2c8,D2,Ctrl,17.0,yes,29.92277778,15.35227553,52.967462,-68.75,15,100.0,82.97729492,-40.78369141,280.8837891,-94.36035156,25.15,724.1785589,38,,0.856868651,436.4245475,,,,,8 mM,-60.55378326,Bielefeld,temporal,31.0 +OP220127,Rosie,2024-01-28,S3,2,22127S3c2,D1,TTX,0.0,yes,11.24444444,11.99584897,105.2297903,-66.83959961,4,50.0,90.17944336,-46.66748047,219.8486328,-89.84375,15.75,160.7775701,11,,0.995209169,,,,,,15 mM,-59.19040115,Mitte,temporal,45.0 +OP221024,Verji,2024-06-16,S3,5,22o24S3c5,D1,Ctrl,0.0,no,23.96416667,7.594409272,45.93332181,-72.43041992,26,200.0,86.43798828,-35.81542969,413.6962891,-93.26171875,13.2,226.1043387,18,,0.746799258,,,,,,8 mM,-60.62566452,Bielefeld,temporal,42.0 +OP220623,Verji,2024-01-07,S2,5,22623S2c5,D1,high K,0.0,no,9.266944444,8.100154874,32.366858,-71.50878906,13,200.0,83.28857422,-37.43286133,383.0566406,-79.22363281,12.2,267.2256684,2,,0.866514786,,,,,,8 mM,-58.27890594,Mitte,frontal,32.0 +OP210615,Rosie,2024-03-03,S1,7,2021_06_15_0S1c7,D1,TTX,0.0,no,6.974444444,8.783499649,54.72911078,-68.70117188,37,200.0,89.28833008,-39.44091797,375.0,-83.61816406,11.05,257.3464108,,,0.928413379,,,,,,15 mM,-68.69131546,Virchow,temporal,19.0 +OP231130,Verji,2024-01-23,S2,8,23n30S2c8,D1,high K,0.0,yes,12.98361111,9.484605043,63.77992321,-73.14453125,41,150.0,89.00146484,-36.85913086,327.8808594,-88.13476563,19.7,367.4044394,6,,0.890428468,496.1865396,,,,,8 mM,-60.28375305,Bielefeld,temporal,39.0 +OP220811,Verji,2024-06-09,S3_D2,5,22811S3_D2c5,D2,TTX,17.0,no,25.69194444,7.821654527,56.09617591,-61.16943359,25,300.0,69.32983398,-27.86254883,254.8828125,-52.61230469,14.7,248.4216606,8,,1.087222637,,,,,,8 mM,-62.505495,Mitte,temporal,18.0 +OP211123,Rosie,2024-01-01,S1,1,21n23S1c1,D1,Ctrl,0.0,no,10.71861111,7.849354813,40.95147876,-60.35766602,24,150.0,93.40820313,-41.07055664,377.0751953,-93.99414063,21.0,421.3888549,,,0.84976978,,,,,,15 mM,-60.33960999,Bielefeld,temporal,68.0 +OP220308,Verji,2024-06-21,S1,7,22308S1c7,D1,Ctrl,0.0,no,12.17,8.522516999,53.58722859,-51.08032227,30,250.0,83.48388672,-36.30981445,267.4560547,-69.82421875,17.0,393.9575672,3,,1.054488383,,,,,,15 mM,-60.0561673,Bielefeld,temporal,52.0 +OP221024,Verji,2024-06-16,S2_D2,6,22o24S2_D2c6,D2,TTX,24.0,no,47.575,8.558724495,44.97863187,-69.43969727,18,250.0,63.26904297,-28.64990234,214.9658203,-77.88085938,11.55,314.6054863,32,,0.753311109,,,,,,8 mM,-60.55082825,Bielefeld,temporal,42.0 +OP230209,Verji,2024-04-26,S1_D2,5,23209S1_D2c5,D2,TTX,25.0,no,19.9175,9.712582043,76.54923189,-61.77978516,25,200.0,79.27246094,-31.23779297,350.3417969,-77.27050781,15.75,300.9306122,21,233.816691,0.886561944,,,,,,8 mM,-60.54566696,Bielefeld,temporal,63.0 +OP220217,Verji,2024-05-25,S1_D2,1,22217S1c1,D2,Ctrl,22.0,yes,31.77861111,12.35506024,86.47702787,-67.32788086,35,50.0,67.86499023,-34.58862305,128.1738281,-43.33496094,18.55,428.664598,18,,1.511119857,,,,,,15 mM,-53.89203979,Mitte,temporal,17.0 +OP201027,Rosie,2024-03-29,S2,1,20o27S2c1,D1,TTX,0.0,no,9.108055556,11.57067254,42.07221673,-50.62255859,2,200.0,32.06176758,-17.21801758,45.16601563,-21.36230469,10.75,273.9160187,5,,1.330091432,,,,,,15 mM,-50.61670105,Mitte,temporal,33.0 +OP240117,Verji,2024-07-30,S1_D2,2,24117S1_D2c2,D2,Ctrl,23.0,no,30.95694444,11.35346852,105.6817834,-58.43505859,33,150.0,80.80444336,-37.00561523,301.3916016,-105.2246094,14.7,242.6647859,5,,0.786056208,164.1654722,,,,,8 mM,-57.43708237,Hamburg,temporal,55.0 +OP240117,Verji,2024-07-31,S2_D2,4,24117S2_D2c4,D1,Ctrl,20.0,no,26.4242,17.1883851,139.095453,-76.91650391,61,100.0,78.4362793,-40.68603516,316.0400391,-95.09277344,19.8,201.3675978,3,,0.740537194,295.5398513,,,,,8 mM,-59.56116104,Hamburg,temporal,55.0 +OP240118,Verji,2024-07-31,S2,7,24118S2c7,D1,high K,0.0,no,8.083888889,9.079010471,82.00862257,-60.16845703,42,250.0,83.20922852,-38.56201172,307.9833984,-89.84375,14.0,317.0366275,11,,0.838811245,330.8810294,,,,,8 mM,-61.99092041,Mitte,temporal,58.0 +OP230420,Verji,2024-01-02,S1,6,23420S1c6,D1,TTX,0.0,no,10.41638889,8.820133954,35.97108195,-54.95605469,22,300.0,76.66015625,-29.82788086,270.6298828,-52.24609375,14.85,426.0987741,3,173.9157972,1.266334769,,,,,,8 mM,-59.61597931,Bielefeld,temporal,13.0 +OP220602,,2024-05-18,S2,6,22602S2c6,D1,Ctrl,0.0,no,13.75444444,9.677079992,49.25383277,-52.48413086,3,150.0,72.00927734,-41.25366211,153.1982422,-73.36425781,5.05,116.2884048,11,,0.964836554,,,,,,8 mM,-53.1770369,,, +OP230109,Verji,2024-03-03,S3_D2,4,2311S3_D2c4,D2,Ctrl,24.0,no,48.18694444,9.77584181,35.10349866,-72.38769531,33,400.0,86.2121582,-43.48144531,450.4394531,-77.51464844,10.25,313.3134328,42,,0.909188407,,,,,,8 mM,-61.22377167,Bielefeld,temporal,42.0 +OP230314,Verji,2024-07-25,S4,8,23314S4c8,D1,Ctrl,0.0,no,10.49277778,14.36484313,59.95899853,-54.31518555,32,200.0,89.41650391,-39.09301758,473.5107422,-78.73535156,12.3,251.1192523,28; exclude; Rs_end > 30,,0.912745262,,,150.215007,,,8 mM,-58.85796753,Virchow,temporal,12.0 +OP220217,Verji,2024-05-31,S3,6,22217S3c6,D1,high K,0.0,no,11.88,8.861853193,63.94871696,-76.65405273,34,100.0,77.01416016,-36.27319336,189.6972656,-79.71191406,22.9,277.71547,15,,0.90259798,,,,,,15 mM,-58.14128174,Mitte,temporal,17.0 +OP240321,Verji,2024-04-09,S1,7,24321S1c7,D1,high K,0.0,no,9.830277778,8.999935019,53.27392018,-55.62744141,33,300.0,78.07617188,-33.96606445,273.8037109,-89.59960938,21.1,464.6537634,4,,0.806692721,108.6036201,,,,,8 mM,-60.33785324,Bielefeld,temporal,31.0 +OP201029,Rosie,2024-03-18,S1,8,20o29S1c8,D1,Ctrl,0.0,no,6.178888889,20.38482719,67.87151177,-69.58618164,39,300.0,72.41821289,-34.27734375,190.3076172,-62.62207031,12.6,223.2973499,,,1.148857739,,,,,,15 mM,-69.58204453,Mitte,temporal,47.0 +OP220120,Rosie,2024-02-20,S1,1,22121S1c1,D1,high K,0.0,no,12.61361111,8.373694758,35.31743652,-75.1159668,25,250.0,95.81298828,-38.37280273,457.7636719,-89.84375,14.8,305.0103145,0,,0.880971618,,,,,,15 mM,-63.75021851,Bielefeld,temporal,50.0 +OP221027,Verji,2024-02-02,S2,7,22o27S2c7,D1,TTX,0.0,no,9.679166667,13.16751874,76.78538465,-70.70922852,40,-300.0,94.28100586,-38.0065918,420.2880859,-79.58984375,10.55,160.2700046,14,,0.942054004,,,,,,8 mM,-61.88760284,Mitte,temporal,61.0 +OP230420,Verji,2024-01-02,S1,3,23420S1c3,D1,TTX,0.0,no,10.41638889,7.86717388,48.728367,-69.57397461,26,300.0,78.44848633,-32.04345703,350.0976563,-67.13867188,17.3,393.3979181,1,585.1028368,1.006321207,,,,,,8 mM,-60.46029755,Bielefeld,temporal,13.0 +OP220127,Rosie,2024-02-06,S4,1,22127S4c1,D1,TTX,0.0,no,13.14,11.31307505,36.95792111,-59.14306641,15,150.0,76.45263672,-33.01391602,214.84375,-68.84765625,22.45,535.7914057,18,,1.013528165,,,,,,15 mM,-51.61471725,Mitte,temporal,45.0 +OP240411,Verji,2024-02-06,S2,1,24411S2c1,D1,high K,0.0,yes,13.15111111,13.08889851,58.30619249,-71.27685547,38,200.0,79.79125977,-37.5793457,329.9560547,-84.83886719,23.0,415.0132159,8; exclude; Rs_end > 30,,0.83047811,492.2564085,,,,,8 mM,-59.9469545,Bielefeld,temporal,46.0 +OP240321,Verji,2024-04-17,S4,7,24321S4c7,D1,high K,0.0,no,14.44,7.35440845,44.32746951,-81.92749023,32,150.0,87.28637695,-40.13671875,356.9335938,-106.4453125,24.15,495.5211021,24,,0.755530143,766.8555619,,,,,8 mM,-62.70364975,Bielefeld,temporal,31.0 +OP220322,Verji,2024-06-26,S3_D2,6,22322S3c7,D2,high K,22.0,yes,36.83888889,7.826844003,35.39196156,-68.89038086,32,200.0,87.7746582,-38.95874023,302.734375,-88.98925781,10.4,246.5898698,24,,0.8921461,,,,,,15 mM,-60.58758072,Bielefeld,temporal,52.0 +OP240503,Verji,2024-05-02,S3_D2,7,24503S3c7,D2,high K,17.0,yes,29.17055556,12.06648987,59.41965483,-76.52587891,32,250.0,64.5690918,-35.22338867,249.1455078,-91.30859375,20.95,418.3361365,36,,0.663181972,584.6894896,,,,,8 mM,-61.41303909,Mitte,temporal,36.0 +OP230420,Verji,2024-01-06,S2_D2,4,23420S2c4,D2,high K,19.0,yes,31.39111111,8.203241825,33.07277794,-64.09912109,12,500.0,74.73144531,-27.57568359,170.4101563,-25.87890625,7.55,349.9270156,38,671.9390646,2.3157393,,,,,,8 mM,-61.24166061,Bielefeld,temporal,13.0 +OP240411,Verji,2024-02-09,S3_D2,4,24411S3_D2c4,D2,Ctrl,18.0,no,35.3,9.440213464,147.9477743,-64.50195313,43,150.0,75.36621094,-38.48266602,247.6806641,-79.46777344,13.1,137.1440256,42,,0.854413493,174.3958132,,,,,8 mM,-58.62794159,Bielefeld,temporal,46.0 +OP220127,Rosie,2024-07-09,S4,2,22128S4c2,D1,Ctrl,0.0,no,25.40166667,23.18824373,84.36887609,-73.42529297,27,150.0,80.13305664,-36.4440918,253.0517578,-73.2421875,21.75,305.7941,manually_adj_inj,,0.963487963,,,,,20.0,15 mM,-55.53948975,Mitte,temporal,45.0 +OP210323,Rosie,2024-05-11,S3_D2,8,2021_03_24_0S3c8,D2,Ctrl,21.0,yes,43.934722,9.675620347,49.74803264,-74.84741211,23,450.0,81.26220703,-33.50830078,321.2890625,-64.453125,13.15,375.6749782,34,,1.080005518,,,,,,15 mM,-71.06313156,Virchow,temporal,10.0 +OP220602,,2024-07-16,S3_D2,4,22602S3_D2c4,D2,TTX,22.0,no,37.54944444,6.515307994,30.21130412,-59.03320313,19,300.0,61.82250977,-25.1953125,161.0107422,-48.58398438,11.35,339.0308113,31,,1.10081758,,,,,,8 mM,-63.75360565,,, +OP230420,Verji,2024-01-01,S1,1,23420S1c1,D1,TTX,0.0,no,10.41638889,6.675642783,39.02530066,-74.28588867,24,200.0,80.74951172,-35.27832031,336.1816406,-60.79101563,19.4,510.6017671,0,753.3801127,1.151008709,,,,,,8 mM,-61.82855423,Bielefeld,temporal,13.0 +OP230109,Verji,2024-03-01,S2_D2,8,2311S2_D2c8,D2,high K,24.0,no,46.55611111,7.142124874,66.50965105,-72.97973633,27,300.0,86.12060547,-37.60986328,445.4345703,-75.31738281,12.4,269.2665341,38,,0.907096786,,,,,,8 mM,-61.44799988,Bielefeld,temporal,42.0 +OP230817,Verji,2024-05-08,S1_D2,3,23817S1_D2c3,D2,TTX,23.0,no,27.70083333,8.956366741,59.84267001,-70.93505859,17,200.0,57.45849609,-25.20141602,142.9443359,-50.65917969,19.25,294.7588785,21,437.2646,1.055696831,,,,,,8 mM,-59.13998245,Mitte,temporal,47.0 +OP230109,Verji,2024-02-26,S3,3,2311S3c3,D1,Ctrl,0.0,no,23.58111111,15.49846979,38.09356486,-68.50280762,40,150.0,90.13061523,-49.74975586,477.4169922,-112.3046875,14.9,549.2049494,15,,0.648946849,,,,,,8 mM,-60.73683701,Bielefeld,temporal,42.0 +OP240503,Verji,2024-04-28,S2_D2,3,24503S2c3,D2,Ctrl,17.0,yes,27.96944444,21.14474358,52.28362239,-61.38916016,22,350.0,74.05395508,-42.15087891,261.4746094,-59.44824219,0.15,20.39502075,28,,1.056456971,494.9264975,,,,,8 mM,-61.1649234,Mitte,temporal,36.0 +OP240503,Verji,2024-04-29,S3,5,24503S3c5,D1,high K,0.0,yes,11.37694444,9.810366532,74.63081645,-76.73339844,39,150.0,79.30908203,-33.33129883,324.4628906,-84.83886719,24.35,344.8145203,16,,0.810659151,419.0539685,,,,,8 mM,-61.39230179,Mitte,temporal,36.0 +OP220127,Rosie,2024-07-01,S2,6,22128S2c6,D1,TTX,0.0,yes,20.765,7.807692818,38.23174925,-75.0,27,350.0,93.76831055,-43.81103516,489.6240234,-126.7089844,10.05,375.0779043,10,,0.634774335,,,,,10.0,15 mM,-70.84277039,Mitte,temporal,45.0 +OP230808,Verji,2024-03-29,S2,7,23808S2c7,D1,high K,0.0,no,9.599722222,17.32489001,51.99144137,-74.74975586,17,150.0,88.82446289,-41.55883789,392.3339844,-67.99316406,29.4,593.5792976,13,552.8884296,1.06063396,,,,,,8 mM,-64.07546417,Hamburg,temporal,14.0 +OP230808,Verji,2024-04-06,S1_D2,7,23808S1_D2c7,D2,TTX,25.0,no,33.29638889,11.4377309,142.8314949,-72.10083008,6,100.0,63.63525391,-33.38012695,184.3261719,-31.49414063,30.55,312.9297906,59,189.8763292,1.956534702,,,,,,8 mM,-62.28236816,Hamburg,temporal,14.0 +OP221024,Verji,2024-06-17,S3_D2,2,22o24S3_D2c2,D2,Ctrl,24.0,no,50.01027778,7.345219018,37.01188806,-63.03100586,10,600.0,64.30053711,-27.58789063,225.5859375,-75.56152344,9.8,219.7990418,33,,0.802658632,,,,,,8 mM,-61.95141037,Bielefeld,temporal,42.0 +OP240201,Verji,2024-03-08,S2_D2,7,24201S2_D2c7,D2,Ctrl,20.0,no,31.16416667,13.69269489,76.25239644,-66.11938477,37,150.0,78.03344727,-29.44335938,311.5234375,-89.35546875,15.6,228.4096515,24,,0.785888373,345.5515184,,,,,8 mM,-60.74756653,Mitte,temporal,39.0 +OP230109,Verji,2024-02-24,S2,6,2311S2c6,D1,high K,0.0,no,20.8525,15.82506011,138.0202564,-71.67358398,33,100.0,80.18798828,-40.16113281,334.2285156,-111.2060547,4.95,54.12132132,11,,0.681809675,,,,,,8 mM,-66.84029236,Bielefeld,temporal,42.0 +OP230420,Verji,2024-01-02,S1_D2,8,23420S1c8,D2,TTX,19.0,yes,29.63333333,8.27161387,30.60725912,-70.74584961,1,1300.0,48.88305664,-20.85571289,100.9521484,-27.46582031,13.25,864.8924303,29,565.9388646,1.504127172,,,,,,8 mM,-61.28396652,Bielefeld,temporal,13.0 +OP220308,Verji,2024-06-21,S1,5,22308S1c5,D1,Ctrl,0.0,no,12.17,11.98259768,72.97040459,-78.37524414,35,100.0,88.34838867,-40.40527344,325.9277344,-83.61816406,21.35,268.1474895,2,,0.879131407,,,,,,15 mM,-57.60974518,Bielefeld,temporal,52.0 +OP240411,Verji,2024-02-08,S3,3,24411S3c3,D1,Ctrl,0.0,no,15.32305556,10.17931707,71.11000869,-68.17626953,34,150.0,79.21142578,-32.91625977,337.7685547,-89.35546875,20.7,434.8061538,17,,0.779389797,415.8438615,,,,,8 mM,-59.99896011,Bielefeld,temporal,46.0 +OP210615,Rosie,2024-03-12,S4_D2,2,2021_06_16_0S4_D1c3,D2,TTX,20.3,no,33.78388889,17.61494514,53.0830001,-59.32006836,23,250.0,68.11523438,-29.4921875,246.4599609,-43.82324219,13.5,602.6811989,,,1.281173208,,,,,,15 mM,-69.40453964,Virchow,temporal,19.0 +OP220127,Rosie,2024-01-31,S3,5,22127S3c5,D1,TTX,0.0,yes,11.24444444,9.544475502,47.83354259,-77.70996094,20,100.0,88.78173828,-36.24267578,349.3652344,-83.25195313,20.15,329.9726137,14,,0.945234919,,,,,,15 mM,-60.18112961,Mitte,temporal,45.0 +OP240321,Verji,2024-04-17,S1_D2,5,24321S1_D2c5,D2,high K,17.0,no,28.00555556,17.29944991,68.75175937,-68.34716797,24,100.0,81.43920898,-40.40527344,279.7851563,-90.33203125,24.05,434.9174393,30,,0.844001518,290.2596753,,,,,8 mM,-62.08648849,Bielefeld,temporal,31.0 +OP240417,Verji,2024-02-16,S3,5,24417S3c5,D1,Ctrl,0.0,no,15.24944444,12.97490749,91.89792623,-48.18115234,32,150.0,77.75878906,-34.47265625,342.5292969,-71.16699219,18.7,264.3492666,18; exclude; Rs_end > 30,,0.945585706,81.93273109,,,,,8 mM,-61.04722763,Hamburg,temporal,29.0 +OP230426,Verji,2024-01-14,S1,8,23426S1c8,D1,Ctrl,0.0,no,21.42833333,9.104908937,128.6879089,-72.72949219,32,100.0,92.82836914,-44.3359375,492.6757813,-92.40722656,11.25,196.7129136,5,228.877629,0.824561445,,,,,,8 mM,-64.70461487,Hamburg,temporal,58.0 +OP230109,Verji,2024-03-02,S3_D2,1,2311S3_D2c1,D2,Ctrl,24.0,no,48.18694444,6.537602029,37.69412217,-72.00927734,26,350.0,79.90722656,-32.1472168,333.6181641,-80.44433594,11.9,313.0784424,39,,0.870267242,,,,,,8 mM,-61.06909546,Bielefeld,temporal,42.0 +OP230817,Verji,2024-05-08,S3,6,23817S3c6,D1,Ctrl,0.0,no,7.576388889,6.378030146,83.31209596,-70.70922852,25,150.0,65.12451172,-26.8737793,169.3115234,-50.65917969,18.75,293.830703,17,382.4827,1.169611959,,,,,,8 mM,-59.91347687,Mitte,temporal,47.0 +OP220518,Verji,2024-07-08,S4,6,22519S4c6,D1,TTX,0.0,no,28.65777778,10.15526921,39.25969019,-68.18237305,7,300.0,78.14331055,-40.36254883,274.1699219,-81.90917969,10.5,183.012766,17,,0.816956097,,,,,,15 mM,-64.28639297,Bielefeld,frontal,37.0 +OP230810,Verji,2024-05-11,S1,4,23810S1c4,D1,high K,0.0,no,5.660833333,9.889564039,33.91550875,-63.62915039,50,300.0,88.14697266,-38.07373047,358.6425781,-71.89941406,7.4,230.936381,2,436.0045,0.985160862,,,,,,8 mM,-61.63149551,Mitte,temporal,63.0 +OP230808,Verji,2024-04-08,S3_D2,4,23808S3_D2c4,D2,Ctrl,25.0,no,35.75638889,6.933973943,39.73174516,-58.4777832,7,250.0,75.1159668,-32.93457031,264.1601563,-50.65917969,19.35,525.7552239,70,292.0897363,1.416427238,,,,,,8 mM,-54.16771835,Hamburg,temporal,14.0 +OP220518,Verji,2024-07-07,S1,6,22519S1c6,D1,Ctrl,0.0,no,21.6325,5.727807449,26.77346398,-73.42529297,29,150.0,86.35864258,-41.19262695,325.0732422,-90.33203125,13.2,285.1269611,2,,0.804193551,,,,,,15 mM,-57.42651184,Bielefeld,frontal,37.0 +OP220217,Verji,2024-06-03,S1_D2,8,22218S1_D2c8,D2,Ctrl,22.0,no,32.48944444,12.62715842,101.8551684,-69.67773438,34,100.0,88.95263672,-40.48461914,382.0800781,-88.25683594,17.5,176.009822,22,,0.861675774,,,,,,15 mM,-59.82177673,Mitte,temporal,17.0 +OP240503,Verji,2024-04-30,S3,8,24503S3c8,D1,high K,0.0,yes,11.37694444,23.99158012,77.88867565,-66.52832031,40,200.0,54.91333008,-28.28369141,132.0800781,-44.79980469,17.35,230.826147,19; exclude; Rs_end > 30,,1.231711905,276.8792293,,,,,8 mM,-62.72207489,Mitte,temporal,36.0 +OP211209,Verji,2024-03-15,S4,2,21d10S4c2,D1,TTX,0.0,no,16.86083333,8.478921351,63.10909076,-69.87304688,40,200.0,83.3984375,-35.22949219,256.4697266,-86.54785156,18.4,235.8424408,,,0.875158719,,,,,,15 mM,-62.90255936,Bielefeld,temporal,27.0 +OP220127,Rosie,2024-06-29,S1,7,22128S1c7,D1,Ctrl,0.0,no,19.20166667,23.01910549,116.2851146,-77.15454102,29,50.0,82.62329102,-36.57836914,313.4765625,-79.71191406,21.6,193.6494665,5,,0.931722013,,,,,5.0,15 mM,-60.60171585,Mitte,temporal,45.0 +OP230314,Verji,2024-07-14,S1,8,23314S1c8,D1,high K,0.0,no,5.940833333,22.05420381,97.59612952,-67.35839844,52,100.0,79.43115234,-41.33300781,325.0732422,-111.5722656,13.3,186.4047904,5,,0.776088957,,,201.505075,,,8 mM,-61.03557465,Virchow,temporal,12.0 +OP230523,Verji,2024-03-11,S3,8,23523S3c8,D1,Ctrl,0.0,yes,13.27361111,9.536930828,67.59967925,-79.44946289,24,150.0,85.33935547,-35.7421875,355.5908203,-80.078125,21.55,320.6859219,21,475.8758625,0.946046005,,,,,,8 mM,-60.85445969,Hamburg,temporal,16.0 +OP210323,Rosie,2024-04-24,S1_D2,6,2021_03_24_0S1c6,D2,TTX,22.0,yes,41.643889,16.57444943,55.42876655,-68.51806641,16,500.0,57.37304688,-22.19848633,146.1181641,-29.90722656,7.25,209.4955908,31,,1.612595512,,,,,,15 mM,-70.25225983,Virchow,temporal,10.0 +OP240201,Verji,2024-03-04,S1,3,24201S1c3,D1,high K,0.0,no,9.856111111,10.30457154,56.28737597,-56.84204102,24,500.0,79.40673828,-34.66186523,289.5507813,-75.68359375,18.6,602.2577075,2,,0.937866408,181.7160572,,,,,8 mM,-71.69730026,Mitte,temporal,39.0 +OP220127,Rosie,2024-07-04,S2,8,22128S2c8,D1,TTX,0.0,no,20.765,13.17042505,56.99402302,-70.04394531,21,450.0,92.16918945,-40.86914063,483.1542969,-85.08300781,15.5,521.9979445,12,,0.959147462,,,,,12.0,15 mM,-71.35955261,Mitte,temporal,45.0 +OP221024,Verji,2024-06-14,S2,5,22o24S2c5,D1,TTX,0.0,yes,22.44666667,7.519762598,46.53414832,-73.86474609,33,150.0,88.76953125,-38.65356445,414.6728516,-73.60839844,13.7,253.3417607,11,,0.94454288,,,,,,8 mM,-60.33580963,Bielefeld,temporal,42.0 +OP220217,Verji,2024-06-01,S3,7,22217S3c7,D1,high K,0.0,no,11.88,22.37954071,69.42446686,-73.08959961,31,150.0,79.30908203,-37.25585938,253.6621094,-83.74023438,18.1,293.9052527,16,,0.8489795,,,,,,15 mM,-62.40558319,Mitte,temporal,17.0 +OP220602,,2024-01-15,S1,4,22602S1c4,D1,high K,0.0,no,12.15055556,5.696342098,22.17503814,-70.77026367,24,450.0,75.84838867,-35.30273438,223.1445313,-51.63574219,14.8,498.4238438,2,,1.185701423,,,,,,8 mM,-65.18812393,,, +OP210323,Rosie,2024-06-10,S5_D2,2,2021_03_25_0S4_D2c1,D2,Ctrl,23.5,no,49.888611,8.062325511,134.2167879,-78.05786133,26,100.0,90.91796875,-37.73803711,512.2070313,-82.76367188,16.8,191.0803193,49,,0.900221319,,,,,,15 mM,-71.26789474,Virchow,temporal,10.0 +OP210323,Rosie,2024-04-28,S3,2,2021_03_24_0S3c2,D1,Ctrl,0.0,yes,20.55972222,11.26051255,78.24355071,-72.71118164,22,300.0,93.75610352,-39.20288086,545.8984375,-79.71191406,19.05,506.6805195,8,,0.959049863,,,,,,15 mM,-72.68165649,Virchow,temporal,10.0 +OP220127,Rosie,2024-02-12,S2_D2,2,22127S2_D2c2,D2,high K,23.0,no,32.7325,8.407270816,48.74606713,-77.33154297,18,250.0,82.66601563,-33.78295898,280.2734375,-77.51464844,23.45,508.8805298,25,,0.902211635,,,,,,15 mM,-62.76155319,Mitte,temporal,45.0 +OP240117,Verji,2024-07-30,S2_D2,1,24117S2_D2c1,D1,Ctrl,20.0,no,26.4242,11.44098428,84.47205149,-59.64355469,38,200.0,81.28051758,-34.90600586,305.2978516,-81.42089844,14.55,230.6600871,0,,0.895243543,213.3071102,,,,,8 mM,-60.86702438,Hamburg,temporal,55.0 +OP220127,Rosie,2024-01-25,S2_D2,5,22127S2c5,D2,high K,23.0,yes,32.7325,9.862033416,57.28637607,-75.87890625,26,200.0,80.99975586,-30.77392578,275.8789063,-81.29882813,16.9,304.6090209,27,,0.873977306,,,,,,15 mM,-61.18716629,Mitte,temporal,45.0 +OP240507,Verji,2024-01-10,S2,6,24507S2c6,D1,high K,0.0,no,10.99111111,10.92189913,49.61267498,-53.90014648,23,200.0,84.91210938,-37.98828125,351.1962891,-76.29394531,15.3,409.2656327,9,,1.032390974,102.3934131,,,,,8 mM,-61.09294525,Hamburg,temporal,16.0 +OP210323,Rosie,2024-04-12,S1_D2,4,2021_03_24_0S1c2,D2,TTX,22.0,yes,41.045278,6.044853828,29.11483676,-69.78759766,7,800.0,48.76098633,-20.88012695,93.99414063,-25.75683594,8.75,456.5605096,28,,1.818207352,,,,,,15 mM,-71.02371124,Virchow,temporal,10.0 +OP220127,Rosie,2024-06-30,S2,1,22128S2c1,D1,TTX,0.0,no,20.765,7.566834418,37.89253519,-67.8527832,19,800.0,84.55200195,-34.80224609,390.0146484,-67.50488281,10.35,418.0141,manually_adj_inj,,1.019139291,,,,,6.0,15 mM,-68.17939911,Mitte,temporal,45.0 +OP240117,Verji,2024-07-31,S2_D2,3,24117S2_D2c3,D1,Ctrl,20.0,no,26.4242,7.925609012,70.667672,-63.03100586,30,200.0,76.51977539,-36.12060547,273.8037109,-96.06933594,15.9,311.4233114,2,,0.727939307,237.8779293,,,,,8 mM,-61.17070938,Hamburg,temporal,55.0 +OP210323,Rosie,2024-05-18,S4,5,2021_03_24_0S4c5,D1,TTX,0.0,no,23.04833333,8.956999411,54.53104909,-74.51782227,16,400.0,86.6027832,-38.72070313,380.2490234,-80.32226563,17.25,438.1767442,15,,0.972709883,,,,,,15 mM,-74.52035751,Virchow,temporal,10.0 +OP230420,Verji,2024-01-05,S2_D2,8,23420S2c7,D2,high K,19.0,yes,31.39111111,7.713653313,30.01570082,-63.01269531,14,500.0,85.02807617,-32.37915039,240.8447266,-32.83691406,9.0,447.5144158,41,685.3961799,2.089426026,,,,,,8 mM,-60.07796478,Bielefeld,temporal,13.0 +OP220127,Rosie,2024-07-26,S3_D2,7,22129S3_D2c7,D2,high K,24.0,no,49.07583333,15.41208792,105.7811294,-45.21484375,7,300.0,61.34033203,-35.8581543,314.8193359,-187.1337891,3.75,53.03409581,37,,0.386361075,,,,,37.0,15 mM,-62.37806992,Mitte,temporal,45.0 +OP220322,Verji,2024-06-25,S2,6,22322S2c6,D1,TTX,0.0,no,12.45194444,7.956380844,38.77242051,-70.67871094,29,200.0,87.63427734,-37.3840332,298.7060547,-68.359375,10.75,220.9887077,6,,1.035384242,,,,,,15 mM,-61.51928101,Bielefeld,temporal,52.0 +OP221020,Verji,2024-01-28,S4_D2,4,22o21S4_D2c4,D2,TTX,20.0,no,29.72861111,7.613993266,41.27707007,-75.14038086,19,200.0,72.27172852,-31.24389648,271.484375,-50.53710938,23.05,361.2158776,3,,1.280341857,,,,,,8 mM,-60.83120071,Mitte,temporal,25.0 +OP220308,Verji,2024-06-20,S1,3,22308S1c3,D1,Ctrl,0.0,no,12.17,14.71614506,139.817799,-76.13525391,27,50.0,89.7277832,-41.52832031,294.6777344,-78.36914063,14.95,120.7199606,0,,0.985303103,,,,,,15 mM,-57.45852081,Bielefeld,temporal,52.0 +OP201029,Rosie,2024-03-24,S2,4,20o29S2c4,D1,TTX,0.0,no,9.434722222,24.21248594,88.66876957,-66.56494141,20,250.0,61.30981445,-30.70678711,135.8642578,-47.48535156,11.95,193.0856016,,,1.239714465,,,,,,15 mM,-66.64339279,Mitte,temporal,47.0 +OP220426,Verji,2024-01-21,S4_D2,2,22427S4c6,D2,Ctrl,24.0,yes,44.96472222,9.948346991,43.5896815,-64.03808594,20,300.0,69.52514648,-29.4128418,153.8085938,-47.72949219,9.75,230.6772563,19,,1.235679977,,,,,,15 mM,-61.97793671,Bielefeld,temporal,60.0 +OP220127,Rosie,2024-02-17,S4_D2,6,22127S4_D2c6,D2,TTX,23.0,no,36.85194444,8.502048479,53.48807838,-79.84619141,21,100.0,71.71020508,-33.24584961,220.4589844,-77.75878906,25.45,294.5763335,41,,0.844959188,,,,,,15 mM,-56.67318161,Mitte,temporal,45.0 +OP230109,Verji,2024-02-27,S3,5,2311S3c5,D1,Ctrl,0.0,no,23.58111111,8.049398714,39.26399226,-75.73242188,24,200.0,88.7878418,-42.98095703,430.5419922,-90.45410156,10.75,256.0,16,,0.789030286,,,,,,8 mM,-61.50154633,Bielefeld,temporal,42.0 +OP211209,Verji,2024-03-15,S4,4,21d10S4c4,D1,TTX,0.0,no,16.86083333,11.43787597,70.48390449,-72.41821289,45,150.0,84.57641602,-39.23339844,272.2167969,-85.69335938,17.7,252.5004789,,,0.888858053,,,,,,15 mM,-62.05386581,Bielefeld,temporal,27.0 +OP221020,Verji,2024-01-29,S6_D2,8,22o21S6_D2c8,D2,high K,20.0,no,33.4275,10.47091713,32.93464403,-64.88037109,29,450.0,84.11254883,-33.44116211,423.0957031,-83.0078125,9.45,349.5006772,16,,0.83853321,,,,,,8 mM,-61.22122147,Mitte,temporal,25.0 +OP220127,Rosie,2024-01-23,S2,4,22127S2c4,D1,high K,0.0,no,9.303888889,9.008443755,35.1473217,-78.10668945,23,150.0,84.65576172,-40.10620117,258.5449219,-85.81542969,22.0,507.6732394,7,,0.898855232,,,,,,15 mM,-59.06792999,Mitte,temporal,45.0 +OP220127,Rosie,2024-01-17,S1,2,22127S1c2,D1,Ctrl,0.0,no,7.288611111,8.310721527,48.7790831,-76.89208984,25,150.0,90.66772461,-41.07055664,325.4394531,-95.09277344,19.3,379.3775645,0,,0.851768694,,,,,,15 mM,-62.29293533,Mitte,temporal,45.0 +OP231123,Verji,2024-03-24,S1,4,23n23S1c4,D1,Ctrl,0.0,no,9.935555556,22.68089321,77.7152084,-72.88818359,34,50.0,87.9699707,-42.62084961,370.8496094,-89.11132813,27.2,444.977334,2,,0.860672277,365.7121904,,,,,8 mM,-61.50239609,Bielefeld,temporal,40.0 +OP220127,Rosie,2024-07-22,S2_D2,7,22129S2_D2c7,D2,TTX,24.0,no,47.00861111,20.03880574,102.5905442,-67.35839844,30,100.0,82.51342773,-35.14404297,363.1591797,-75.31738281,13.8,167.3569208,32,,0.889146464,,,,,32.0,15 mM,-61.52571472,Mitte,temporal,45.0 +OP220322,Verji,2024-06-26,S1_D2,2,22322S1_D2c2,D2,Ctrl,22.0,no,32.92194444,8.428064398,22.42904461,-63.87939453,16,350.0,79.60205078,-40.625,230.9570313,-68.72558594,16.7,532.8389484,14,,0.99863945,,,,,,15 mM,-59.84509964,Bielefeld,temporal,52.0 +OP211209,Verji,2024-03-19,S5_D2,1,21d10S5c1,D2,high K,18.0,yes,38.62972222,17.54360853,31.32344949,-65.06347656,22,450.0,76.32446289,-32.39135742,312.8662109,-65.67382813,14.0,436.490961,,,0.976828717,,,,,,15 mM,-67.92901184,Bielefeld,temporal,27.0 +OP220322,Verji,2024-07-02,S2_D2,7,22322S2c8,D2,TTX,22.0,yes,34.94305556,13.89952086,37.63278602,-67.80395508,30,300.0,83.3984375,-34.77172852,331.0546875,-61.15722656,9.25,310.557377,21,,1.092899316,,,,,,15 mM,-62.50404282,Bielefeld,temporal,52.0 +OP220127,Rosie,2024-06-21,S1,2,22128S1c2,D1,Ctrl,0.0,yes,19.20166667,14.2415657,133.988716,-78.52172852,39,150.0,89.75830078,-38.37280273,412.2314453,-84.10644531,14.75,104.8585,manually_adj_inj,,0.866369593,,,,,1.0,15 mM,-55.43099899,Mitte,temporal,45.0 +OP220120,Rosie,2024-07-31,S1_D2,2,22121S1c8,D2,Ctrl,23.0,yes,46.4225,21.56228136,116.147612,-76.62963867,31,100.0,89.47753906,-39.48974609,361.9384766,-96.43554688,31.95,234.7394,,,0.871826381,,,,inj_fix,,15 mM,-52.44422913,Bielefeld,temporal,50.0 +OP231109,Verji,2024-01-14,S1,7,23n09S1c7,D1,Ctrl,0.0,no,5.016944444,14.76206099,46.91589011,-66.07055664,28,300.0,72.86376953,-34.61914063,232.5439453,-67.26074219,9.9,344.7430393,5,,1.037331314,307.9902663,,,,,8 mM,-58.56504822,Mitte,temporal,44.0 +OP240201,Verji,2024-03-04,S1,2,24201S1c2,D1,high K,0.0,no,9.856111111,11.21822981,81.65572842,-76.01318359,44,50.0,80.5480957,-35.16235352,280.7617188,-86.05957031,33.8,310.0667413,1,,0.833160376,397.4232474,,,,,8 mM,-51.18600235,Mitte,temporal,39.0 +OP220217,Verji,2024-05-26,S1,2,22217S1c2,D1,Ctrl,0.0,no,7.946944444,15.45706138,135.9415142,-77.33764648,46,50.0,89.68505859,-42.85888672,267.3339844,-92.65136719,15.9,120.6882557,1,,0.870521903,,,,,,15 mM,-61.75159393,Mitte,temporal,17.0 +OP220322,Verji,2024-06-25,S3,7,22322S3c7,D1,high K,0.0,yes,14.25722222,17.07594954,42.51733175,-68.25561523,45,200.0,87.86010742,-42.63305664,385.3759766,-93.13964844,11.8,372.8663452,12,,0.836066893,,,,,,15 mM,-61.74787827,Bielefeld,temporal,52.0 +OP220127,Rosie,2024-07-04,S2,7,22128S2c7,D1,TTX,0.0,no,20.765,7.587496876,36.40393217,-68.02978516,22,500.0,78.29589844,-37.37792969,305.5419922,-92.7734375,9.6,324.3018557,11,,0.798225082,,,,,11.0,15 mM,-70.07893616,Mitte,temporal,45.0 +OP220308,Verji,2024-06-20,S1,4,22308S1c4,D1,Ctrl,0.0,no,12.17,19.73230303,79.3243834,-74.47509766,36,50.0,82.93457031,-39.98413086,251.4648438,-61.88964844,24.0,263.5495979,1,,1.082590036,,,,,,15 mM,-56.90159531,Bielefeld,temporal,52.0 +OP210323,Rosie,2024-06-08,S4_D2,8,2021_03_25_0S4_D2c8,D2,TTX,24.0,no,49.516111,14.14597822,482.9881207,-59.95483398,5,100.0,66.33911133,-34.36889648,247.5585938,-82.39746094,4.1,30.15685746,48; exclude; Rs_end > 30,,0.740635802,,,,,,15 mM,-67.00526917,Virchow,temporal,10.0 +OP211123,Rosie,2024-01-04,S1,2,21n23S1c2,D1,Ctrl,0.0,no,10.71861111,12.79079175,36.53479424,-62.47558594,32,350.0,86.8347168,-39.27612305,266.2353516,-89.47753906,14.25,481.385567,,,0.843970155,,,,,,15 mM,-62.46054016,Bielefeld,temporal,68.0 +OP220120,Rosie,2024-02-27,S2,6,22121S2c6,D1,TTX,0.0,no,14.21611111,10.01522106,39.36095982,-61.74316406,22,100.0,85.67504883,-42.51708984,250.0,-84.22851563,20.2,401.6466019,9,,0.940396199,,,,,,15 mM,-57.16205734,Bielefeld,temporal,50.0 +OP211123,Rosie,2024-01-09,S2,1,21n23S2c1,D1,high K,0.0,no,13.02277778,9.537340187,62.36423964,-60.05249023,24,150.0,89.89257813,-40.06958008,378.2958984,-84.59472656,17.1,218.1981308,,,0.884694031,,,,,,15 mM,-59.9841011,Bielefeld,temporal,68.0 +OP230209,Verji,2024-04-27,S3_D2,7,23209S3_D2c7,D2,Ctrl,25.0,no,23.94944444,8.797605912,140.5601509,-65.97900391,26,100.0,79.39453125,-30.85327148,365.9667969,-77.27050781,21.1,200.6398143,39,317.41058,0.83965797,,,,,,8 mM,-61.28153488,Bielefeld,temporal,63.0 +OP220228,Verji,2024-05-20,S3_D2,1,22228S3c1,D2,Ctrl,23.0,yes,40.96055556,6.6129101,35.81818408,-70.96557617,33,500.0,71.03271484,-27.27661133,207.3974609,-44.55566406,13.55,328.4071006,25,,1.365305654,,,,,,15 mM,-58.70795258,Bielefeld,temporal,33.0 +OP230314,Verji,2024-07-24,S4,5,23314S4c5,D1,Ctrl,0.0,no,10.49277778,19.62398843,79.94941876,-66.21704102,38,100.0,86.52954102,-39.14794922,397.3388672,-90.94238281,15.5,317.8372966,25,,0.77952187,,,282.879429,,,8 mM,-60.90761658,Virchow,temporal,12.0 +OP211209,Verji,2024-03-20,S1_D2,3,21d10S1_D2c3,D2,high K,18.0,no,30.52,12.46411919,80.59900233,-68.37768555,29,200.0,70.65429688,-32.04345703,204.8339844,-81.90917969,21.8,267.6442113,,,0.862808404,,,,,,15 mM,-57.73243149,Bielefeld,temporal,27.0 +OP221020,Verji,2024-01-28,S6_D2,2,22o21S6_D2c2,D2,high K,20.0,no,33.4275,21.01995359,57.54313245,-61.63330078,20,350.0,63.671875,-31.92138672,197.7539063,-46.14257813,26.15,767.8164875,12,,1.138023178,,,,,,8 mM,-62.82082886,Mitte,temporal,25.0 +OP211209,Verji,2024-03-15,S4,5,21d10S4c5,D1,TTX,0.0,no,16.86083333,6.647148777,35.55886975,-71.51489258,23,150.0,84.53979492,-37.1887207,360.5957031,-77.39257813,29.65,584.5795427,,,0.963097328,,,,,,15 mM,-58.30245193,Bielefeld,temporal,27.0 +OP230314,Verji,2024-07-24,S4,7,23314S4c7,D1,Ctrl,0.0,yes,10.49277778,8.867275172,51.33791997,-63.82446289,38,200.0,96.63085938,-40.49682617,505.7373047,-99.97558594,11.4,285.8111706,27,,0.760912792,,,304.390146,,,8 mM,-61.26670181,Virchow,temporal,12.0 +OP211209,Verji,2024-03-13,S3,7,21d10S3c7,D1,TTX,0.0,no,15.17694444,8.161538435,37.49641296,-50.26855469,27,250.0,77.12402344,-33.67919922,231.5673828,-81.29882813,15.3,380.3872534,,,0.896000758,,,,,,15 mM,-57.0918515,Bielefeld,temporal,27.0 +OP230209,Verji,2024-04-21,S2,2,23209S2c2,D1,high K,0.0,no,-2.874722222,10.1433057,74.89412827,-58.2824707,45,150.0,75.30517578,-33.3190918,320.1904297,-90.33203125,10.95,124.6732453,6,170.423521,0.752228432,,,,,,8 mM,-58.98840515,Bielefeld,temporal,63.0 +OP221027,Verji,2024-01-30,S2,1,22o27S2c1,D1,TTX,0.0,yes,9.679166667,6.155731873,51.43651151,-78.35693359,36,-300.0,85.16845703,-38.66577148,374.7558594,-77.02636719,23.75,396.2525458,8,,0.88592002,,,,,,8 mM,-53.55212463,Mitte,temporal,61.0 +OP220602,,2024-03-26,S1,6,22602S1c6,D1,high K,0.0,no,12.15055556,6.735870881,28.41774692,-72.80883789,31,150.0,80.16967773,-35.29663086,260.7421875,-74.34082031,16.35,307.0239542,4,,0.911651215,,,,,,8 mM,-59.97984024,,, +OP221027,Verji,2024-02-06,S3_D2,6,22o27S3_D2c6,D2,Ctrl,24.0,no,37.03916667,8.553550256,56.84382906,-66.21704102,27,150.0,89.33105469,-37.51220703,458.7402344,-94.48242188,17.05,349.6210263,manually corrected HW,,0.78221732,,,,,,8 mM,-61.95102509,Mitte,temporal,61.0 +OP211209,Verji,2024-03-18,S5,1,21d10S5c1,D1,high K,0.0,yes,18.54833333,7.811923414,36.90389115,-68.78662109,22,300.0,88.58642578,-34.97924805,367.3095703,-80.68847656,14.85,361.7879554,,,0.95847288,,,,,,15 mM,-62.18035385,Bielefeld,temporal,27.0 +OP231123,Verji,2024-03-25,S1,8,23n23S1c8,D1,Ctrl,0.0,no,9.935555556,9.160818923,94.36786612,-72.66845703,32,100.0,83.63647461,-35.13793945,314.5751953,-79.95605469,24.0,261.5337546,5,,0.932714846,262.2087403,,,,,8 mM,-60.18246964,Bielefeld,temporal,40.0 +OP240411,Verji,2024-02-09,S2_D2,4,24411S2c4,D2,high K,18.0,yes,33.32833333,8.805756443,75.59854705,-59.41772461,27,350.0,74.40185547,-29.01000977,285.7666016,-76.171875,9.9,208.217715,35,,0.822721551,284.0494683,,,,,8 mM,-64.57589218,Bielefeld,temporal,46.0 +OP220127,Rosie,2024-07-02,S2_D2,6,22128S2c6,D2,TTX,24.0,yes,46.36055556,11.25433813,32.36111316,-66.24145508,21,300.0,76.42211914,-41.60766602,314.3310547,-114.6240234,10.55,636.6526703,29,,0.638589762,,,,,29.0,15 mM,-61.0793013,Mitte,temporal,45.0 +OP240201,Verji,2024-03-06,S1_D2,2,24201S1_D2c2,D2,high K,20.0,no,29.45305556,11.40509985,96.18467695,-79.99267578,33,200.0,69.51904297,-29.83398438,254.3945313,-81.42089844,23.45,343.6536673,15,,0.777066731,332.7410914,,,,,8 mM,-59.44737183,Mitte,temporal,39.0 +OP220127,Rosie,2024-01-29,S3,3,22127S3c3,D1,TTX,0.0,yes,11.24444444,19.78402751,65.64620828,-77.13012695,23,50.0,91.63818359,-43.57299805,335.5712891,-84.9609375,32.05,389.9793539,12,,0.94437672,,,,,,15 mM,-57.59432983,Mitte,temporal,45.0 +OP220127,Rosie,2024-01-30,S3,4,22127S3c4,D1,TTX,0.0,yes,11.24444444,10.53439202,64.70151402,-76.98974609,24,50.0,91.70532227,-39.56298828,293.0908203,-83.49609375,22.95,281.5520779,13,,0.961157088,,,,,,15 mM,-59.91562134,Mitte,temporal,45.0 +OP211209,Verji,2024-03-16,S4,6,21d10S4c6,D1,TTX,0.0,no,16.86083333,8.442177704,43.11814899,-75.85449219,31,250.0,82.69042969,-37.24365234,220.0927734,-74.82910156,17.05,354.052218,,,0.988511271,,,,,,15 mM,-64.81771149,Bielefeld,temporal,27.0 +OP231123,Verji,2024-03-25,S2,4,23n23S2c4,D1,high K,0.0,no,11.95777778,7.894233982,173.8261386,-77.13012695,46,100.0,81.90307617,-35.77270508,334.1064453,-73.36425781,23.9,196.4764676,7,,0.89973391,240.2780093,,,,,8 mM,-58.19835022,Bielefeld,temporal,40.0 +OP220426,Verji,2024-01-20,S4,5,22427S4c5,D1,Ctrl,0.0,no,26.92055556,7.379796886,24.40440787,-61.43188477,30,450.0,85.8215332,-37.45117188,343.0175781,-74.95117188,5.45,261.472328,15,,0.956681649,,,,,,15 mM,-61.4922142,Bielefeld,temporal,60.0 +OP230209,Verji,2024-04-25,S3,4,23209S3c4,D1,Ctrl,0.0,no,-1.504722222,7.527234505,58.5992257,-72.71728516,42,150.0,84.99145508,-35.34545898,390.7470703,-84.59472656,15.2,223.2512775,14,170.288514,0.791140306,,,,,,8 mM,-60.02501266,Bielefeld,temporal,63.0 +OP211209,Verji,2024-03-22,S2_D2,3,21d10S2_D2c3,D2,Ctrl,18.0,no,32.85888889,9.561012032,40.38834816,-74.83520508,25,150.0,83.6730957,-40.96679688,244.3847656,-65.18554688,19.15,300.9626859,,,1.165189312,,,,,,15 mM,-58.31745102,Bielefeld,temporal,27.0 +OP220623,Verji,2024-01-09,S4,1,22623S4c1,D1,TTX,0.0,yes,12.90611111,7.128821582,39.45025408,-65.27709961,26,400.0,76.55029297,-33.06884766,311.2792969,-57.00683594,10.2,231.4637119,14,,1.097791645,,,,,,8 mM,-61.15372162,Mitte,frontal,32.0 +OP220322,Verji,2024-07-01,S2_D2,4,22322S2_D2c4,D2,TTX,22.0,no,34.94305556,7.454915676,27.69312709,-64.74609375,3,500.0,53.02734375,-28.13110352,110.1074219,-36.62109375,9.65,389.902836,20,,1.265881866,,,,,,15 mM,-61.44793198,Bielefeld,temporal,52.0 +OP240507,Verji,2024-01-10,S3,2,24507S3c2,D1,Ctrl,0.0,no,13.35833333,30.02004502,50.41696127,-52.75268555,9,1200.0,67.16308594,-36.02294922,321.7773438,-59.81445313,0.15,45.9364486,12; exclude; Rs_end > 30,,0.962486019,520.9373646,,,,,8 mM,-58.46185867,Hamburg,temporal,16.0 +OP220602,,2024-07-04,S2_D2,7,22602S2_D2c7,D2,Ctrl,22.0,no,36.10416667,17.83594806,51.42878852,-67.56591797,28,200.0,77.58178711,-35.34545898,227.9052734,-61.76757813,17.4,455.4019169,28,,1.083217872,,,,,,8 mM,-62.36792206,,, +OP220127,Rosie,2024-06-27,S1,4,22128S1c4,D1,Ctrl,0.0,yes,19.20166667,8.466725682,48.84358909,-75.91552734,36,250.0,84.69848633,-39.24560547,350.0976563,-75.56152344,14.9,331.9124405,2,,0.970145828,,,,,2.0,15 mM,-61.85932907,Mitte,temporal,45.0 +OP220322,Verji,2024-06-24,S1,7,22322S1c7,D1,Ctrl,0.0,no,10.66527778,6.552417488,29.5114112,-70.55053711,35,200.0,89.44702148,-38.13476563,357.6660156,-60.05859375,13.25,360.013267,3,,1.166368749,,,,,,15 mM,-61.08654404,Bielefeld,temporal,52.0 +OP221024,Verji,2024-06-10,S1,1,22o24S1c1,D1,high K,0.0,yes,21.08555556,10.90931827,69.32492654,-75.80566406,26,-300.0,88.72070313,-44.64111328,483.2763672,-65.18554688,15.95,204.4794992,0,,1.121075787,,,,,,8 mM,-57.89408249,Bielefeld,temporal,42.0 +OP230808,Verji,2024-04-02,S3,5,23808S3c5,D1,Ctrl,0.0,no,10.92722222,7.88960956,60.04895348,-80.54199219,19,100.0,90.21606445,-39.6484375,397.9492188,-74.58496094,26.7,479.9262754,18,605.0301677,1.073589231,,,,,,8 mM,-61.89890442,Hamburg,temporal,14.0 +OP230109,Verji,2024-02-23,S2_D2,1,2311S2c1,D2,high K,24.0,yes,46.09027778,10.24690558,54.58327572,-68.37768555,30,200.0,82.31201172,-36.63330078,411.0107422,-70.3125,8.4,156.5706485,30,,0.888556758,,,,,,8 mM,-61.58459412,Bielefeld,temporal,42.0 +OP211123,Rosie,2024-04-03,S2,8,2021_11_24_0S2c8,D1,TTX,0.0,no,23.76555556,11.54494517,151.3791249,-63.58642578,34,100.0,88.74511719,-44.23828125,285.5224609,-65.30761719,15.6,170.5072715,,,1.11684723,,,,,,15 mM,-59.82180786,Bielefeld,temporal,68.0 +OP240503,Verji,2024-04-29,S3_D2,5,24503S3c5,D2,high K,17.0,yes,29.17055556,9.794647626,73.17793985,-72.59521484,26,150.0,75.65307617,-30.18798828,267.9443359,-83.74023438,21.55,297.0763147,34,,0.823667157,346.4515484,,,,,8 mM,-60.72475372,Mitte,temporal,36.0 +OP240117,Verji,2024-07-26,S1,7,24117S1c7,D1,Ctrl,0.0,no,9.007222222,11.22800094,229.6532263,-71.89941406,48,100.0,79.86450195,-37.56713867,274.5361328,-83.86230469,17.55,134.7418932,1,,0.859229402,171.8757292,,,,,8 mM,-60.10082916,Hamburg,temporal,55.0 +OP220217,Verji,2024-05-24,S1,1,22217S1c1,D1,Ctrl,0.0,yes,7.946944444,10.66103213,76.33388378,-73.3215332,36,150.0,77.08740234,-38.80004883,184.8144531,-87.890625,21.45,256.4296242,0,,0.868433288,,,,,,15 mM,-60.9327861,Mitte,temporal,17.0 +OP240507,Verji,2024-01-09,S2,4,24507S2c4,D1,high K,0.0,no,10.99111111,12.36416637,72.87736705,-62.17041016,16,100.0,80.94482422,-38.04321289,271.3623047,-72.265625,27.45,506.1798537,7,,1.022462166,197.6765892,,,,,8 mM,-59.10916031,Hamburg,temporal,16.0 +OP230817,Verji,2024-05-02,S1,2,23817S1c2,D1,TTX,0.0,no,5.061944444,13.18504707,56.66863871,-71.70410156,33,100.0,82.40356445,-39.27001953,268.7988281,-77.1484375,22.85,412.0796918,1,468.6156,0.954787802,,,,,,8 mM,-60.9901799,Mitte,temporal,47.0 +OP220914,Verji,2024-07-04,S1,4,22915S1c4,D1,high K,0.0,no,22.15861111,11.32184087,186.5099615,-70.29418945,15,50.0,81.89697266,-34.57641602,182.0068359,-24.90234375,20.35,161.616287,2,,2.464322583,,,,,,8 mM,-59.02662552,Bielefeld,temporal,21.0 +OP230109,Verji,2024-02-22,S1,8,2311S1c8,D1,TTX,0.0,yes,19.0325,6.148548937,25.34815766,-71.38061523,26,250.0,89.93530273,-37.35351563,462.6464844,-84.83886719,13.15,403.6526464,manually_corrected,,0.843977527,,,,,,8 mM,-59.76012955,Bielefeld,temporal,42.0 +OP230808,Verji,2024-04-03,S5,1,23808S5c1,D1,Ctrl,0.0,no,24.79277778,7.618060495,46.22288171,-66.62597656,29,500.0,79.82177734,-35.47973633,329.2236328,-59.44824219,14.2,417.6890485,26,540.9180306,1.071890005,,,,,,8 mM,-62.24109924,Hamburg,temporal,14.0 +OP221020,Verji,2024-01-27,S4_D2,2,22o21S4_D2c2,D2,TTX,20.0,no,29.72861111,8.398708399,35.9606823,-66.45507813,11,450.0,61.81030273,-23.88305664,193.7255859,-48.828125,20.6,440.3266797,1,,1.182197457,,,,,,8 mM,-63.15130936,Mitte,temporal,25.0 +OP210615,Rosie,2024-03-03,S1,4,2021_06_15_0S1c4,D1,TTX,0.0,no,6.974444444,25.3842994,67.79520399,-74.51782227,26,550.0,46.03881836,-35.40039063,99.85351563,-29.05273438,5.5,103.6962025,,,1.796833186,,,,,,15 mM,-74.49651169,Virchow,temporal,19.0 +OP201029,Rosie,2024-03-25,S2,7,20o29S2c7,D1,TTX,0.0,no,9.434722222,9.222800216,69.51135532,-62.3046875,17,350.0,63.89770508,-31.7199707,148.6816406,-51.7578125,11.65,212.4358375,,,1.170198307,,,,,,15 mM,-62.32721558,Mitte,temporal,47.0 +OP220322,Verji,2024-06-26,S1_D2,3,22322S1_D2c3,D2,Ctrl,22.0,no,32.92194444,4.849723324,20.08404265,-63.33618164,17,700.0,85.57128906,-40.74707031,297.6074219,-59.93652344,7.85,381.6451039,15,,1.158748512,,,,,,15 mM,-61.61914749,Bielefeld,temporal,52.0 +OP240117,Verji,2024-07-26,S2,6,24117S2c6,D1,Ctrl,0.0,no,10.20888889,10.77712533,77.17935481,-57.77587891,27,200.0,81.74438477,-38.8671875,293.8232422,-86.9140625,12.6,240.6041958,2,,0.854404659,145.0548352,,,,,8 mM,-61.56998184,Hamburg,temporal,55.0 +OP220127,Rosie,2024-01-31,S3_D2,5,22127S3c5,D2,TTX,23.0,yes,34.94666667,9.305166246,45.0640029,-79.79125977,16,250.0,80.59692383,-42.37060547,256.2255859,-80.20019531,12.15,283.5692308,34,,0.929923618,,,,,,15 mM,-62.90384979,Mitte,temporal,45.0 +OP240503,Verji,2024-04-28,S2,3,24503S2c3,D1,Ctrl,0.0,yes,9.624722222,11.99764633,59.64439376,-57.95288086,22,250.0,80.03540039,-36.20605469,254.6386719,-62.62207031,0.15,523.5212,cap manual adjustment,,1.172528054,225.4275143,,,,,8 mM,-60.83785049,Mitte,temporal,36.0 +OP220602,,2024-04-27,S2,3,22602S2c3,D1,Ctrl,0.0,no,13.75444444,8.545286944,50.64742043,-69.67163086,29,150.0,80.37109375,-34.66186523,287.4755859,-79.58984375,15.8,226.4804899,8,,0.90884302,,,,,,8 mM,-58.4927977,,, +OP220120,Rosie,2024-07-30,S1,8,22121S1c8,D1,Ctrl,0.0,yes,23.69722222,16.700897,127.932848,-65.31982422,37,150.0,80.71899414,-38.97094727,226.8066406,-87.03613281,18.65,241.5506719,,,0.882391202,,,,,,15 mM,-64.48043945,Bielefeld,temporal,50.0 +OP220322,Verji,2024-07-03,S3_D2,3,22322S3_D2c3,D2,high K,22.0,no,36.52277778,16.56685795,52.72689878,-58.93554688,29,250.0,81.68334961,-38.50097656,314.3310547,-58.22753906,5.95,165.7904762,22,,1.166314147,,,,,,15 mM,-63.02653992,Bielefeld,temporal,52.0 +OP220120,Rosie,2024-03-02,S2_D2,5,22122S2_D2c5,D2,TTX,23.0,no,37.98083333,7.547028107,21.20599429,-50.01831055,6,900.0,34.77172852,-23.08959961,47.36328125,-17.33398438,0.15,15.60380952,18,,1.178113553,,,,,,15 mM,-59.23936127,Bielefeld,temporal,50.0 +OP211209,Verji,2024-03-13,S3,5,21d10S3c5,D1,TTX,0.0,no,15.17694444,6.423325674,43.69179197,-75.50048828,35,250.0,79.12597656,-32.63549805,276.9775391,-70.92285156,16.15,309.2946815,,,1.003666938,,,,,,15 mM,-59.35357269,Bielefeld,temporal,27.0 +OP220127,Rosie,2024-01-31,S3_D2,4,22127S3c4,D2,TTX,23.0,yes,34.94666667,11.37950073,47.43267185,-75.09155273,27,300.0,76.2512207,-37.07275391,221.5576172,-65.55175781,13.55,293.6550265,33,,1.032847797,,,,,,15 mM,-63.25423325,Mitte,temporal,45.0 +OP240117,Verji,2024-07-30,S1_D2,8,24117S1_D2c8,D2,Ctrl,23.0,no,30.95694444,8.928242871,70.41242606,-57.01904297,30,200.0,78.47290039,-31.32324219,306.640625,-72.50976563,15.35,258.8722594,7,,0.931446463,185.1061702,,,,,8 mM,-60.7899501,Hamburg,temporal,55.0 +OP221027,Verji,2024-02-01,S2,3,22o27S2c3,D1,TTX,0.0,no,9.679166667,7.058307001,31.33281368,-53.61328125,24,250.0,73.26660156,-35.53466797,277.8320313,-56.88476563,17.75,469.815832,10,,1.076363284,,,,,,8 mM,-56.43325989,Mitte,temporal,61.0 +OP230523,Verji,2024-03-10,S2,7,23523S2c7,D1,high K,0.0,yes,11.8525,17.02795599,103.6896391,-76.83105469,31,-300.0,82.44628906,-38.83056641,357.1777344,-67.74902344,31.2,368.950415,12,363.5521184,1.038446744,,,,,,8 mM,-59.48517334,Hamburg,temporal,16.0 +OP240321,Verji,2024-04-13,S4,3,24321S4c3,D1,high K,0.0,no,14.44,12.76562276,54.90833548,-77.68554688,33,50.0,88.06762695,-45.08666992,348.1445313,-82.27539063,29.4,499.9373119,21,,0.914276019,617.4205807,,,,,8 mM,-61.18321259,Bielefeld,temporal,31.0 +OP220111,Rosie,2024-06-16,S1_D2,8,22112S1_D2c8,D2,TTX,21.0,no,33.63027778,9.508328482,109.0676843,-60.87036133,30,50.0,82.04345703,-33.80126953,326.4160156,-69.58007813,23.25,220.6359687,17,,0.948149574,,,,,,15 mM,-60.79352325,Bielefeld,temporal,51.0 +OP220127,Rosie,2024-07-06,S3_D2,3,22128S3c6,D2,high K,24.0,yes,48.57888889,11.92603885,46.01566112,-72.58911133,21,200.0,77.734375,-31.39648438,311.7675781,-87.52441406,16.2,346.5023499,35,,0.792883928,,,,,35.0,15 mM,-59.70334335,Mitte,temporal,45.0 +OP230420,Verji,2024-01-02,S1,8,23420S1c8,D1,TTX,0.0,yes,10.41638889,6.000399595,31.59991662,-70.55053711,22,350.0,81.01196289,-33.06884766,309.4482422,-61.40136719,16.65,575.5139241,5,786.9278976,1.182829516,,,,,,8 mM,-60.9563504,Bielefeld,temporal,13.0 +OP220228,Verji,2024-05-21,S3,3,22228S3c3,D1,Ctrl,0.0,no,16.45583333,10.60749625,50.49957333,-72.90039063,41,100.0,97.15576172,-42.70629883,453.9794922,-80.078125,16.65,283.5692308,12,,0.97542911,,,,,,15 mM,-59.45195053,Bielefeld,temporal,33.0 +OP230209,Verji,2024-04-21,S2,1,23209S2c1,D1,high K,0.0,yes,-2.874722222,5.639504191,41.17612284,-62.64648438,39,450.0,71.65527344,-30.96923828,253.0517578,-72.63183594,12.8,289.6618785,5,677.995933,0.847731689,,,,,,8 mM,-59.82920959,Bielefeld,temporal,63.0 +OP220228,Verji,2024-05-19,S2,5,22228S2c5,D1,TTX,0.0,no,14.85305556,9.695520539,50.1463858,-57.25708008,40,150.0,86.54174805,-38.37280273,301.0253906,-98.99902344,21.4,528.0385542,8,,0.797740167,,,,,,15 mM,-60.16049988,Bielefeld,temporal,33.0 +OP231109,Verji,2024-01-14,S2,7,23n09S2c7,D1,high K,0.0,no,5.535,9.106013132,96.0378979,-75.08544922,37,150.0,86.92016602,-36.98120117,331.6650391,-87.76855469,19.8,469.129718,11,,0.83326724,307.9902663,,,,,8 mM,-59.81362976,Mitte,temporal,44.0 +OP220127,Rosie,2024-07-07,S3,7,22128S3c7,D1,high K,0.0,no,22.49333333,9.593420684,78.66628856,-74.59106445,31,250.0,87.92114258,-37.12768555,344.3603516,-92.89550781,15.5,294.7788741,18,,0.863457534,,,,,18.0,15 mM,-70.70372269,Mitte,temporal,45.0 +OP231123,Verji,2024-03-25,S1_D2,8,23n23S1_D2c8,D2,Ctrl,19.0,no,30.38972222,9.495077355,140.6327013,-82.31811523,19,200.0,71.33789063,-33.22753906,234.4970703,-67.74902344,13.7,226.6136295,16,,0.977783695,244.7481583,,,,,8 mM,-57.24612091,Bielefeld,temporal,40.0 +OP220322,Verji,2024-06-24,S1,3,22322S1c3,D1,Ctrl,0.0,no,10.66527778,7.194921663,30.39460455,-65.58837891,23,250.0,85.76660156,-37.91503906,330.5664063,-87.76855469,11.6,289.9380625,0,,0.896503946,,,,,,15 mM,-61.79714706,Bielefeld,temporal,52.0 +OP221024,Verji,2024-06-11,S2,1,22o24S2c1,D1,TTX,0.0,no,22.44666667,8.604516549,30.18913213,-48.68774414,2,350.0,37.06665039,-20.50170898,65.30761719,-27.83203125,8.7,342.2348139,8,,1.084805891,,,,,,8 mM,-57.17624695,Bielefeld,temporal,42.0 +OP220602,,2024-03-07,S1_D2,4,22602S1c5,D2,high K,22.0,yes,34.415,11.30825342,47.25974236,-47.05200195,1,200.0,73.33374023,-40.67993164,159.0576172,-57.6171875,3.6,159.6276049,22,,1.196744513,,,,,,8 mM,-53.83101349,,, +OP240503,Verji,2024-04-28,S2,6,24503S2c6,D1,Ctrl,0.0,no,9.624722222,13.68131269,54.08439262,-65.35644531,28,200.0,84.11254883,-39.08081055,303.5888672,-64.453125,21.9,582.4831169,11,,1.218793035,370.4823494,,,,,8 mM,-57.38546188,Mitte,temporal,36.0 +OP220127,Rosie,2024-06-28,S1_D2,5,22128S1c4,D2,Ctrl,24.0,yes,44.1275,9.749425824,48.43487491,-69.51904297,40,200.0,89.16015625,-37.73803711,422.3632813,-77.1484375,9.8,227.5878101,26,,0.976986885,,,,,26.0,15 mM,-61.6497551,Mitte,temporal,45.0 +OP211123,Rosie,2024-01-10,S2,5,21n23S2c5,D1,high K,0.0,no,13.02277778,7.943163267,33.79817611,-61.62719727,25,250.0,87.3046875,-29.77905273,298.2177734,-75.43945313,14.15,298.1782637,,,0.985890698,,,,,,15 mM,-61.2234761,Bielefeld,temporal,68.0 +OP230808,Verji,2024-04-06,S6,4,23808S6c4,D1,high K,0.0,yes,26.92027778,8.558555913,66.21168608,-81.59179688,15,150.0,87.21313477,-37.41455078,358.1542969,-78.00292969,25.8,430.8941896,34,672.2924097,1.007731375,,,,,,8 mM,-60.77840912,Hamburg,temporal,14.0 +OP220217,Verji,2024-06-07,S2_D2,8,22218S2_D2c8,D2,TTX,22.0,no,34.75305556,11.92866691,194.6156853,-54.52270508,30,100.0,76.04370117,-36.74926758,265.0146484,-82.76367188,15.2,122.0469493,28,,0.858798686,,,,,,15 mM,-60.15599762,Mitte,temporal,17.0 +OP230808,Verji,2024-03-30,S2,8,23808S2c8,D1,high K,0.0,yes,9.599722222,7.826529285,38.6927171,-74.5300293,23,150.0,88.03710938,-39.41040039,352.0507813,-69.94628906,22.6,532.3916607,14,691.6430548,1.054541814,,,,,,8 mM,-62.34673767,Hamburg,temporal,14.0 +OP220811,Verji,2024-06-08,S2_D2,4,22811S2_D2c4,D2,high K,17.0,no,23.26527778,8.987975656,62.07735907,-59.1796875,26,300.0,68.73779297,-26.61743164,212.1582031,-48.21777344,14.85,240.2986667,2; exclude; Rs_end > 30,,1.18450913,,,,,,8 mM,-60.19162048,Mitte,temporal,18.0 +OP211209,Verji,2024-03-18,S4,8,21d10S4c8,D1,TTX,0.0,no,16.86083333,9.561624237,92.74219702,-69.61669922,28,100.0,89.44091797,-39.41040039,297.8515625,-79.58984375,15.0,204.7147022,,,0.986719179,,,,,,15 mM,-60.10773666,Bielefeld,temporal,27.0 +OP221024,Verji,2024-06-14,S2,6,22o24S2c6,D1,TTX,0.0,no,22.44666667,6.338786573,36.02503119,-71.08764648,22,300.0,88.46435547,-37.79296875,431.3964844,-70.55664063,10.9,281.2371654,12,,0.954466435,,,,,,8 mM,-61.42349838,Bielefeld,temporal,42.0 +OP230109,Verji,2024-02-24,S2,2,2311S2c2,D1,high K,0.0,no,20.8525,13.02227706,157.2082139,-62.39013672,17,-300.0,71.34399414,-30.51757813,207.2753906,-39.91699219,16.55,104.7942802,8,,1.527415926,,,,,,8 mM,-55.10668106,Bielefeld,temporal,42.0 +OP220120,Rosie,2024-02-28,S1_D2,5,22122S1_D2c5,D2,high K,23.0,no,36.00722222,7.813918798,53.54980264,-76.09863281,18,200.0,84.13085938,-37.45727539,348.2666016,-87.03613281,15.7,300.6765634,14,,0.849123416,,,,,,15 mM,-61.38199173,Bielefeld,temporal,50.0 +OP201029,Rosie,2024-03-19,S1,3,20o29S1c3,D1,Ctrl,0.0,no,7.865555556,15.91559064,77.16436189,-61.04125977,22,100.0,70.59936523,-43.93920898,174.0722656,-49.8046875,9.8,175.7670498,,,1.289478466,,,,,,15 mM,-61.00458221,Mitte,temporal,47.0 +OP240215,Verji,2024-02-11,S1_D2,1,24215S1c1,D2,Ctrl,17.0,yes,28.55416667,9.06040533,62.48006637,-64.59350586,17,200.0,75.43334961,-34.01489258,237.6708984,-58.10546875,23.3,523.6587106,12,,1.156730682,268.6289543,,,,,8 mM,-61.11916382,Bielefeld,temporal,30.0 +OP220127,Rosie,2024-01-25,S2,5,22127S2c5,D1,high K,0.0,yes,9.303888889,8.227546136,45.926301,-73.65722656,33,150.0,88.70239258,-37.05444336,331.2988281,-101.8066406,17.65,313.3018418,8,,0.789142101,,,,,,15 mM,-58.84163193,Mitte,temporal,45.0 +OP240417,Verji,2024-02-16,S1,7,24417S1c7,D1,Ctrl,0.0,no,9.533055556,10.9010961,66.66537083,-57.94067383,31,250.0,77.47192383,-32.98950195,275.8789063,-87.76855469,18.15,389.7373526,6,,0.835423376,229.6276543,,,,,8 mM,-60.97737152,Hamburg,temporal,29.0 +OP230420,Verji,2024-01-03,S2_D2,2,23420S2c2,D2,high K,19.0,yes,30.98388889,9.968065615,36.3802336,-68.51196289,24,400.0,84.40551758,-30.52978516,394.0429688,-75.07324219,11.6,390.6565262,31,765.9555319,0.930062058,,,,,,8 mM,-59.85708862,Bielefeld,temporal,13.0 +OP220322,Verji,2024-06-27,S1_D2,5,22322S1_D2c5,D2,Ctrl,22.0,no,32.92194444,10.37364917,46.67805794,-68.74389648,41,200.0,81.38427734,-39.66064453,284.7900391,-75.1953125,10.5,268.8,16,,0.983115732,,,,,,15 mM,-61.79618927,Bielefeld,temporal,52.0 +OP220308,Verji,2024-06-21,S1_D2,7,22308S1c8,D2,Ctrl,20.0,yes,36.46888889,16.18039871,112.6543651,-47.14355469,20,200.0,72.20458984,-37.92724609,200.5615234,-53.22265625,11.4,154.5532478,14,,1.208637391,,,,,,15 mM,-57.81399338,Bielefeld,temporal,52.0 +OP231123,Verji,2024-03-24,S1,1,23n23S1c1,D1,Ctrl,0.0,no,9.935555556,7.385476161,58.31092722,-71.02050781,34,150.0,80.08422852,-34.46044922,333.8623047,-72.02148438,25.6,359.2551606,0,,0.948385447,496.6665556,,,,,8 mM,-57.68329117,Bielefeld,temporal,40.0 +OP230314,Verji,2024-07-18,S2,7,23314S2c7,D1,high K,0.0,no,7.5825,9.881555581,132.2281346,-75.51269531,48,100.0,81.68334961,-31.49414063,418.4570313,-109.8632813,13.05,147.7617139,11,,0.628082553,,,303.940131,,,8 mM,-60.27200439,Virchow,temporal,12.0 +OP221027,Verji,2024-02-05,S3,3,22o27S3c3,D1,Ctrl,0.0,no,11.07,9.843946351,54.92829172,-56.53686523,24,150.0,80.75561523,-35.94360352,299.1943359,-63.96484375,13.6,228.6530528,17,,1.055618671,,,,,,8 mM,-58.39441132,Mitte,temporal,61.0 +OP230109,Verji,2024-02-22,S1,2,2311S1c2,D1,TTX,0.0,yes,19.0325,7.74627878,47.439058,-71.77124023,35,100.0,91.74804688,-37.63427734,442.9931641,-67.87109375,19.3,273.6574643,1,,1.015149893,,,,,,8 mM,-55.71777023,Bielefeld,temporal,42.0 +OP231109,Verji,2024-01-14,S2,2,23n09S2c2,D1,high K,0.0,yes,5.535,8.860476921,71.09933762,-66.64428711,43,100.0,79.96826172,-37.5,257.5683594,-67.01660156,17.8,228.7334902,8,,1.026145745,253.7484583,,,,,8 mM,-60.68150299,Mitte,temporal,44.0 +OP240215,Verji,2024-02-11,S2_D2,2,24215S2c2,D2,high K,17.0,yes,30.47527778,12.95342465,39.00108534,-73.18725586,21,150.0,82.97119141,-36.20605469,326.7822266,-87.03613281,18.35,382.2586141,17; exclude; Rs_end > 30,,0.832962082,748.1349378,,,,,8 mM,-58.07454956,Bielefeld,temporal,30.0 +OP210323,Rosie,2024-04-09,S1,1,2021_03_24_0S1c1,D1,TTX,0.0,yes,16.9575,14.31061635,153.6424644,-71.32568359,32,150.0,74.71313477,-38.67797852,498.2910156,-165.6494141,7.65,86.61893573,manually_corrected,,0.426141583,,,,,,15 mM,-71.3042009,Virchow,temporal,10.0 +OP221027,Verji,2024-02-02,S2,5,22o27S2c5,D1,TTX,0.0,no,9.679166667,10.17094489,107.7500857,-71.59423828,38,-300.0,89.5690918,-38.97094727,381.7138672,-60.42480469,14.95,139.2104575,12,,1.24877545,,,,,,8 mM,-57.30952667,Mitte,temporal,61.0 +OP220127,Rosie,2024-07-25,S2_D2,8,22129S2_D2c8,D2,TTX,24.0,no,47.00861111,9.003465897,48.65744516,-65.02075195,24,250.0,79.90722656,-32.98339844,360.1074219,-75.07324219,14.1,323.0970629,33,,0.874637044,,,,,33.0,15 mM,-61.22446808,Mitte,temporal,45.0 +OP240201,Verji,2024-03-05,S2,1,24201S2c1,D1,Ctrl,0.0,no,11.55388889,7.517338792,52.8149681,-67.90161133,28,250.0,85.60791016,-33.54492188,408.8134766,-81.54296875,19.55,443.6387812,8,,0.913293499,550.6983566,,,,,8 mM,-61.21498108,Mitte,temporal,39.0 +OP220518,Verji,2024-07-11,S3_D2,6,22519S3_D2c6,D2,TTX,24.0,no,49.34388889,12.58692067,111.0820022,-67.34008789,6,-300.0,69.58618164,-36.06567383,222.0458984,-61.5234375,11.1,86.64240114,33,,0.984123863,,,,,,15 mM,-59.16946442,Bielefeld,frontal,37.0 +OP210323,Rosie,2024-05-22,S5,2,2021_03_24_0S5c1,D1,Ctrl,0.0,no,25.06138889,13.23396972,174.7552574,-65.69824219,28,100.0,92.22412109,-40.06347656,487.7929688,-96.55761719,16.35,137.6205497,19,,0.810843979,,,,,,15 mM,-69.88251038,Virchow,temporal,10.0 +OP240417,Verji,2024-02-18,S3,6,24417S3c6,D1,Ctrl,0.0,yes,15.24944444,17.95915531,51.57457558,-48.95019531,23,100.0,80.68237305,-40.35644531,255.3710938,-85.81542969,22.3,289.511252,19; exclude; Rs_end > 30; exclude; Rs_end > 30,,0.884513624,,,,,,8 mM,-67.18292725,Hamburg,temporal,29.0 +OP240321,Verji,2024-04-09,S1,8,24321S1c8,D1,high K,0.0,no,9.830277778,8.687671673,51.21022987,-65.52124023,37,150.0,78.85742188,-35.36987305,256.3476563,-79.34570313,20.1,337.7624615,5,,0.919938703,310.1203373,,,,,8 mM,-57.74256592,Bielefeld,temporal,31.0 +OP240411,Verji,2024-02-06,S1,8,24411S1c8,D1,Ctrl,0.0,no,11.24083333,23.64922188,56.36350039,-64.52636719,40,100.0,76.11694336,-37.08496094,257.0800781,-75.68359375,19.65,242.2465011,7; exclude; Rs_end > 30,,0.911321783,212.1370712,,,,,8 mM,-60.41564621,Bielefeld,temporal,46.0 +OP220518,Verji,2024-07-09,s6,2,22519s6c2,D1,Ctrl,0.0,no,32.00833333,19.43667951,104.0752817,-64.47143555,17,100.0,88.22021484,-42.39501953,334.4726563,-76.41601563,5.2,79.06895592,23,,0.903747566,,,,,,15 mM,-63.46298508,Bielefeld,frontal,37.0 +OP240321,Verji,2024-04-13,S3,7,24321S3c7,D1,Ctrl,0.0,no,13.06416667,8.810649087,83.3280164,-68.87817383,30,150.0,80.5847168,-36.85302734,272.5830078,-81.0546875,22.65,395.6264392,19,,0.937969456,339.9413314,,,,,8 mM,-59.20139679,Bielefeld,temporal,31.0 +OP210323,Rosie,2024-05-29,S6,2,2021_03_24_0S6c3,D1,TTX,0.0,no,27.590278,10.86341128,72.95862741,-73.02246094,15,300.0,56.04248047,-29.03442383,125.2441406,-41.25976563,9.5,222.6723891,24,,1.287480605,,,,,,15 mM,-71.70164139,Virchow,temporal,10.0 +OP240201,Verji,2024-03-06,S1_D2,5,24201S1_D2c5,D2,high K,20.0,no,29.45305556,6.58356222,62.71807114,-75.83618164,18,350.0,71.82617188,-26.37939453,301.7578125,-74.82910156,19.8,410.636962,16,,0.82397949,745.7348578,,,,,8 mM,-61.77360016,Mitte,temporal,39.0 +OP230817,Verji,2024-05-11,S2_D2,7,23817S2_D2c7,D2,high K,23.0,no,29.09,8.815965302,45.82001767,-71.96044922,23,350.0,66.1315918,-29.03442383,188.9648438,-66.40625,15.7,302.978563,28,130.2343,0.942265993,,,,,,8 mM,-59.94914551,Mitte,temporal,47.0 +OP220111,Rosie,2024-06-15,S5_D2,6,22112S5_D2c6,D2,Ctrl,23.0,no,29.92472222,14.2039051,59.35750619,-62.28637695,36,100.0,93.73168945,-40.20996094,410.6445313,-81.90917969,20.0,388.0165779,7,,0.923648235,,,,,,15 mM,-62.28728912,Bielefeld,temporal,51.0 +OP211209,Verji,2024-03-17,S4,7,21d10S4c7,D1,TTX,0.0,no,16.86083333,7.449245635,41.67053868,-73.89526367,27,250.0,87.59155273,-35.05249023,331.5429688,-68.60351563,13.6,320.8385889,,,1.096537811,,,,,,15 mM,-65.3482486,Bielefeld,temporal,27.0 +OP221027,Verji,2024-02-05,S3,2,22o27S3c2,D1,Ctrl,0.0,yes,11.07,9.953828519,70.89452357,-73.49243164,33,50.0,84.93652344,-35.79101563,334.8388672,-75.07324219,19.85,220.4150457,16,,0.915298627,,,,,,8 mM,-55.20203781,Mitte,temporal,61.0 +OP240201,Verji,2024-03-05,S1,8,24201S1c8,D1,high K,0.0,no,9.856111111,8.334526892,74.69525761,-73.31542969,37,200.0,83.97216797,-37.49389648,312.6220703,-79.46777344,19.9,327.351004,7,,0.91553694,315.9105304,,,,,8 mM,-69.47863617,Mitte,temporal,39.0 +OP220308,Verji,2024-06-23,S3,8,22308S3c8,D1,TTX,0.0,no,15.60305556,9.160275916,47.96446617,-51.55029297,46,250.0,86.04125977,-39.06860352,251.953125,-63.4765625,7.8,198.903035,13,,1.152188325,,,,,,15 mM,-0.284614105,Bielefeld,temporal,52.0 +OP220811,Verji,2024-06-08,S2_D2,3,22811S2_D2c3,D2,high K,17.0,no,23.26527778,7.055187576,38.20410092,-62.73803711,22,450.0,73.91357422,-28.77197266,279.7851563,-52.36816406,20.65,508.7663158,1,,1.158498711,,,,,,8 mM,-62.72726624,Mitte,temporal,18.0 +OP211209,Verji,2024-03-23,S2_D2,8,21d10S2_D2c8,D2,Ctrl,18.0,no,32.85888889,15.32648948,144.0754068,-66.65039063,29,100.0,75.40283203,-33.94165039,191.2841797,-61.27929688,20.4,158.0300709,,,1.06437926,,,,,,15 mM,-55.53968887,Bielefeld,temporal,27.0 +OP220602,,2024-06-22,S3,7,22602S3c7,D1,TTX,0.0,yes,15.22916667,6.921903777,27.3294225,-66.41845703,31,350.0,77.74658203,-32.33032227,247.8027344,-61.64550781,12.55,370.1515752,18,,1.028800854,,,,,,8 mM,-62.95790314,,, +OP230109,Verji,2024-02-28,S3_D2,5,2311S3c7,D2,Ctrl,24.0,yes,48.18694444,10.02771222,36.0568183,-63.64135742,25,350.0,80.52978516,-36.46240234,330.4443359,-75.68359375,10.2,303.0223028,43,,0.954831846,,,,,,8 mM,-61.23121948,Bielefeld,temporal,42.0 +OP230810,Verji,2024-05-13,S2,3,23810S2c3,D1,TTX,0.0,no,7.043055556,9.813709187,43.30366327,-68.34716797,33,150.0,92.21801758,-38.21411133,503.4179688,-82.51953125,18.15,511.3836629,8,579.0793,0.927930576,,,,,,8 mM,-60.64728134,Mitte,temporal,63.0 +OP211123,Rosie,2024-01-05,S1,5,21n23S1c5,D1,Ctrl,0.0,no,10.71861111,7.587403374,34.49835345,-69.14672852,20,400.0,84.66796875,-38.7512207,291.1376953,-77.1484375,12.05,350.048227,,,0.97193521,,,,,,15 mM,-69.13230453,Bielefeld,temporal,68.0 +OP220228,Verji,2024-05-24,S3_D2,2,22228S3_D2c2,D2,Ctrl,23.0,no,40.96055556,8.828194156,31.56405404,-70.99609375,20,500.0,74.07836914,-30.36499023,238.0371094,-59.44824219,11.55,347.5393939,26,,1.025796648,,,,,,15 mM,-61.48842606,Bielefeld,temporal,33.0 +OP210323,Rosie,2024-04-15,S1,4,2021_03_24_0S1c4,D1,TTX,0.0,yes,16.9575,6.001432419,44.45456791,-72.09472656,15,500.0,88.07983398,-36.95068359,419.921875,-75.80566406,14.3,458.495499,manually_corrected,,1.112123198,,,,,,15 mM,-72.08970688,Virchow,temporal,10.0 +OP240201,Verji,2024-03-07,S1_D2,7,24201S1_D2c7,D2,high K,20.0,no,29.45305556,7.857365917,63.98318093,-67.02880859,19,250.0,67.79785156,-28.69262695,217.2851563,-62.01171875,18.25,390.6048334,17,,1.004357392,353.6517884,,,,,8 mM,-61.25591019,Mitte,temporal,39.0 +OP220518,Verji,2024-07-11,S3_D2,7,22519S3_D2c7,D2,TTX,24.0,no,49.34388889,7.162305858,39.71913713,-67.42553711,10,200.0,67.84057617,-27.6184082,229.9804688,-50.90332031,14.35,289.7232286,34,,1.212847368,,,,,,15 mM,-57.12844147,Bielefeld,frontal,37.0 +OP230209,Verji,2024-04-26,S3,5,23209S3c5,D1,Ctrl,0.0,no,-1.504722222,19.30694502,211.04548,-49.43237305,31,-300.0,70.88623047,-26.92260742,277.8320313,-112.0605469,9.2,60.48667737,15,35.341767,0.627174591,,,,,,8 mM,-51.47344025,Bielefeld,temporal,63.0 +OP220127,Rosie,2024-01-25,S2,6,22127S2c6,D1,high K,0.0,no,9.303888889,6.663364233,37.43311749,-76.01928711,25,150.0,90.94848633,-39.80102539,334.8388672,-92.7734375,17.85,372.7908222,9,,0.851883301,,,,,,15 mM,-61.24170425,Mitte,temporal,45.0 +OP221024,Verji,2024-06-13,S2,2,22o24S2c2,D1,TTX,0.0,no,22.44666667,8.03896903,38.1246931,-68.13354492,23,250.0,86.06567383,-35.80322266,358.3984375,-78.97949219,12.55,311.3084027,9,,0.963505408,,,,,,8 mM,-60.434897,Bielefeld,temporal,42.0 +OP240117,Verji,2024-07-28,S2,8,24117S2c8,D1,Ctrl,0.0,no,10.20888889,15.31146402,71.15142991,-56.62841797,37,500.0,80.859375,-36.4440918,260.9863281,-66.16210938,8.5,308.4473976,4,,1.034090488,155.9751992,,,,,8 mM,-65.71673477,Hamburg,temporal,55.0 +OP220518,Verji,2024-07-13,S6_D2,3,22519S6_D2c3,D2,Ctrl,24.0,no,54.17388889,14.59702048,130.0090539,-70.8190918,25,100.0,88.2019043,-39.87426758,475.2197266,-85.44921875,15.65,120.0700539,manually_correctde,,0.88999314,,,,,,15 mM,-61.47412048,Bielefeld,frontal,37.0 +OP221027,Verji,2024-02-05,S3,7,22o27S3c7,D1,Ctrl,0.0,no,11.07,7.778175078,61.72579711,-73.16894531,42,100.0,89.5324707,-40.66162109,469.4824219,-112.9150391,15.3,258.2948995,20,,0.743927907,,,,,,8 mM,-58.90775345,Mitte,temporal,61.0 +OP240221,Verji,2024-06-19,S1_D2,2,24221S1c3,D2,high K,20.0,yes,30.81111111,12.58040096,46.37553368,-54.74853516,18,600.0,72.37548828,-31.28662109,290.5273438,-51.7578125,10.5,535.9252336,9,,1.148243515,357.1019034,,,,,8 mM,-61.02496414,Bielefeld,temporal,37.0 +OP230808,Verji,2024-04-02,S3,6,23808S3c6,D1,Ctrl,0.0,no,10.92722222,8.038596046,51.14812827,-78.36303711,16,100.0,87.65869141,-40.10620117,337.5244141,-71.53320313,27.9,567.4905028,19,679.8526618,1.078288991,,,,,,8 mM,-60.36881439,Hamburg,temporal,14.0 +OP231109,Verji,2024-01-12,S1,5,23n09S1c5,D1,Ctrl,0.0,no,5.016944444,8.385924129,47.95658754,-71.57592773,33,150.0,86.98120117,-37.12768555,356.3232422,-75.07324219,15.25,375.8646108,3,,1.005146053,534.7078236,,,,,8 mM,-64.12757767,Mitte,temporal,44.0 +OP240321,Verji,2024-04-20,S2_D2,3,24321S2_D2c3,D2,Ctrl,17.0,no,29.73333333,8.921244372,43.72266465,-67.20581055,20,250.0,86.76757813,-36.16943359,414.4287109,-82.88574219,16.45,491.8189781,35; exclude; Rs_end > 30,,0.92514504,452.6850895,,,,,8 mM,-62.13482056,Bielefeld,temporal,31.0 +OP220111,Rosie,2024-06-15,S6_D2,4,22112S6_D2c4,D2,high K,16.5,no,30.92916667,13.09082698,145.6466002,-74.93286133,9,200.0,80.28564453,-40.06958008,292.7246094,-59.81445313,8.75,77.26219348,9,,1.151921611,,,,,,15 mM,-74.72934097,Bielefeld,temporal,51.0 +OP230109,Verji,2024-02-27,S3,7,2311S3c7,D1,Ctrl,0.0,yes,23.58111111,7.438506459,36.42467711,-68.23120117,30,300.0,87.35961914,-35.90087891,373.046875,-56.88476563,9.2,257.8833191,17,,1.229653193,,,,,,8 mM,-61.02633377,Bielefeld,temporal,42.0 +OP230314,Verji,2024-07-24,S4,1,23314S4c1,D1,Ctrl,0.0,no,10.49277778,9.761997828,71.49183068,-70.14160156,38,150.0,82.09228516,-34.26513672,337.7685547,-89.23339844,16.35,246.6651934,21,,0.799909185,,,384.462815,,,8 mM,-61.7113356,Virchow,temporal,12.0 +OP240117,Verji,2024-07-31,S2_D2,5,24117S2_D2c5,D1,Ctrl,20.0,no,26.4242,27.92991758,140.091217,-70.42236328,56,100.0,82.68432617,-44.42138672,325.5615234,-96.92382813,18.85,226.1723911,4,,0.769120973,207.0069002,,,,,8 mM,-60.49522293,Hamburg,temporal,55.0 +OP220322,Verji,2024-06-30,S2_D2,2,22322S2_D2c2,D2,TTX,22.0,no,34.94305556,28.61894282,50.09540417,-73.07739258,1,400.0,62.13378906,-50.59814453,181.640625,-61.76757813,14.85,847.743554,18,,,,,,,,15 mM,-63.68787903,Bielefeld,temporal,52.0 +OP220602,,2024-06-27,S3_D2,6,22602S3c7,D2,TTX,22.0,yes,37.54944444,17.26096149,45.63275965,-68.29223633,22,300.0,52.25219727,-28.39355469,116.4550781,-51.26953125,14.2,407.447986,32,,0.949138602,,,,,,8 mM,-63.84489258,,, +OP220518,Verji,2024-07-10,S6_D2,1,22519s6c7,D2,Ctrl,24.0,yes,53.85388889,17.88181988,145.8902895,-79.66918945,21,100.0,89.19067383,-43.49975586,471.6796875,-94.48242188,13.65,111.2368068,manually corrected TH,,0.857959245,,,,,,15 mM,-61.09501831,Bielefeld,frontal,37.0 +OP220228,Verji,2024-05-18,S1,2,22228S1c2,D1,high K,0.0,no,13.01777778,9.854402653,38.16954234,-70.55664063,32,200.0,92.91381836,-40.61279297,367.9199219,-91.91894531,13.15,359.3821518,1,,0.848723013,,,,,,15 mM,-61.96286499,Bielefeld,temporal,33.0 +OP220228,Verji,2024-05-23,S3_D2,5,22228S3c6,D2,Ctrl,23.0,yes,40.96055556,7.185786002,30.06081623,-72.4609375,16,250.0,75.93383789,-26.99584961,272.4609375,-62.98828125,18.85,445.3329488,28,,0.975104163,,,,,,15 mM,-57.43344757,Bielefeld,temporal,33.0 +OP201029,Rosie,2024-03-14,S1,2,20o29S1c2,D1,Ctrl,0.0,no,6.178888889,13.10245103,61.44960671,-57.33642578,11,150.0,73.70605469,-43.18237305,154.6630859,-59.5703125,10.6,224.3803618,,,1.22505001,,,,,,15 mM,-57.33457535,Mitte,temporal,47.0 +OP220518,Verji,2024-07-06,S1,1,22519S1c1,D1,Ctrl,0.0,no,21.6325,7.619709179,38.97209824,-73.71826172,27,200.0,88.70849609,-41.52832031,436.0351563,-102.2949219,12.85,246.2390643,0,,0.740454363,,,,,,15 mM,-60.7403566,Bielefeld,frontal,37.0 +OP220228,Verji,2024-05-24,S3_D2,6,22228S3c7,D2,Ctrl,23.0,no,40.96055556,12.48911672,38.88908437,-62.32299805,20,250.0,80.45654297,-32.98339844,251.3427734,-82.15332031,18.8,392.3811465,29,,0.863327534,,,,,,15 mM,-63.55627686,Bielefeld,temporal,33.0 +OP240321,Verji,2024-04-19,S2_D2,1,24321S2c1,D2,Ctrl,17.0,yes,29.73333333,12.46686818,72.9304148,-72.67456055,15,100.0,71.35009766,-39.01367188,189.5751953,-86.66992188,25.85,428.4536166,33,,0.836918792,334.0311344,,,,,8 mM,-59.7174852,Bielefeld,temporal,31.0 +OP220111,Rosie,2024-06-12,S1_D2,5,22111S1c5,D2,TTX,21.0,yes,32.88027778,12.32981932,57.30539386,-62.17041016,5,250.0,47.8515625,-33.80126953,104.7363281,-33.44726563,20.75,378.794429,14,,1.044122541,,,,,,15 mM,-62.16383575,Bielefeld,temporal,51.0 +OP230808,Verji,2024-03-29,S2,2,23808S2c2,D1,high K,0.0,yes,9.599722222,12.54916517,39.81919675,-79.65087891,21,150.0,91.3269043,-41.07055664,424.3164063,-66.52832031,22.6,463.1374609,8,745.7648588,1.045329649,,,,,,8 mM,-63.82646912,Hamburg,temporal,14.0 +OP220127,Rosie,2024-01-19,S1,6,22127S1c6,D1,Ctrl,0.0,no,7.288611111,7.739818434,63.68184827,-79.03442383,20,100.0,82.44628906,-37.95166016,246.9482422,-85.69335938,20.65,299.4067257,3,,0.882909704,,,,,,15 mM,-60.67413681,Mitte,temporal,45.0 +OP220322,Verji,2024-06-25,S2,7,22322S2c7,D1,TTX,0.0,no,12.45194444,8.412073416,40.93494031,-66.56494141,16,250.0,78.44848633,-34.39941406,261.3525391,-75.56152344,8.55,197.9974558,7,,0.929696138,,,,,,15 mM,-45.82119965,Bielefeld,temporal,52.0 +OP221027,Verji,2024-02-06,S3_D2,8,22o27S3_D2c8,D2,Ctrl,24.0,no,37.03916667,7.800428113,61.56485253,-69.79980469,15,450.0,85.53466797,-38.37890625,468.5058594,-112.7929688,10.25,291.8088619,manually corrected HW,,0.718350859,,,,,,8 mM,-67.57936676,Mitte,temporal,61.0 +OP220127,Rosie,2024-07-06,S3,6,22128S3c6,D1,high K,0.0,yes,22.49333333,8.215774734,44.58214224,-75.46386719,28,400.0,85.64453125,-36.62719727,359.375,-92.89550781,12.2,361.1288166,17,,0.832365119,,,,,17.0,15 mM,-71.24718185,Mitte,temporal,45.0 +OP220602,,2024-03-27,S1,8,22602S1c8,D1,high K,0.0,no,12.15055556,7.916531985,30.71408799,-70.34301758,36,150.0,76.91040039,-33.06274414,208.2519531,-70.06835938,16.25,325.4767726,6,,0.977154402,,,,,,8 mM,-58.71802383,,, +OP220120,Rosie,2024-02-28,S1_D2,4,22122S1_D2c4,D2,high K,23.0,no,36.00722222,9.442730358,57.13025834,-70.94726563,17,200.0,85.32104492,-39.07470703,296.7529297,-75.68359375,17.75,333.5045872,13,,0.917070998,,,,,,15 mM,-61.23827911,Bielefeld,temporal,50.0 +OP201029,Rosie,2024-03-15,S1,5,20o29S1c5,D1,Ctrl,0.0,no,6.178888889,7.520268524,46.41137462,-63.03710938,25,150.0,77.81982422,-42.4987793,196.0449219,-62.62207031,16.15,380.1747126,,,1.130550148,,,,,,15 mM,-62.96300552,Mitte,temporal,47.0 +OP201027,Rosie,2024-03-27,S1_D2,2,20o27S1c2,D2,Ctrl,21.5,yes,29.13,8.953561606,72.08125103,-69.16503906,24,300.0,80.51147461,-33.33740234,232.5439453,-64.20898438,13.35,238.0047878,8,,1.129516944,,,,,,15 mM,-69.15920654,Mitte,temporal,33.0 +OP220623,Verji,2024-01-07,S3,4,22623S3c4,D1,Ctrl,0.0,no,11.15611111,7.299165038,29.26620304,-75.79956055,24,200.0,81.53686523,-34.28955078,267.2119141,-70.06835938,16.95,354.8994249,9,,0.989486403,,,,,,8 mM,-63.04627823,Mitte,frontal,32.0 +OP230314,Verji,2024-07-15,S2,3,23314S2c3,D1,high K,0.0,yes,7.5825,7.154596846,56.44163229,-60.91918945,27,250.0,88.79394531,-37.16430664,534.1796875,-83.25195313,15.2,363.2921955,8,,0.869486758,,,413.953798,,,8 mM,-62.7203743,Virchow,temporal,12.0 +OP220217,Verji,2024-06-02,S1_D2,3,22218S1_D2c3,D2,Ctrl,22.0,no,32.48944444,10.79297264,127.5612942,-75.32958984,37,100.0,90.82641602,-43.32275391,383.1787109,-99.97558594,16.3,168.1203651,20,,0.805372503,,,,,,15 mM,-60.69753983,Mitte,temporal,17.0 +OP220127,Rosie,2024-02-17,S4_D2,3,22127S4_D2c3,D2,TTX,23.0,no,36.85194444,8.382848446,46.40757293,-78.18603516,14,100.0,71.65527344,-29.15039063,242.0654297,-69.82421875,23.15,327.9633377,39,,0.908339906,,,,,,15 mM,-57.16958908,Mitte,temporal,45.0 +OP230817,Verji,2024-05-04,S1,7,23817S1c7,D1,TTX,0.0,no,5.061944444,6.913599369,52.17652454,-71.14257813,36,150.0,86.95068359,-35.88256836,359.4970703,-84.59472656,16.35,294.8578976,5,497.1466,0.869500032,,,,,,8 mM,-61.97882996,Mitte,temporal,47.0 +OP220623,Verji,2024-01-08,S3,7,22623S3c7,D1,Ctrl,0.0,no,11.15611111,6.431786593,33.43171949,-60.28442383,27,300.0,77.34375,-33.05053711,314.6972656,-74.95117188,10.25,317.4593573,12,,0.889394928,,,,,,8 mM,-59.64039612,Mitte,frontal,32.0 +OP220623,Verji,2024-01-07,S2,8,22623S2c8,D1,high K,0.0,no,9.266944444,10.76286348,43.03477568,-66.82739258,28,200.0,80.20019531,-34.03930664,260.0097656,-61.15722656,14.3,349.9495146,5,,1.080965273,,,,,,8 mM,-61.64262833,Mitte,frontal,32.0 +OP230817,Verji,2024-05-04,S2,2,23817S2c2,D1,high K,0.0,no,6.405833333,6.483930395,47.46929552,-75.40893555,34,150.0,83.08105469,-38.11645508,342.4072266,-92.65136719,18.9,367.7643705,8,629.301,0.840206329,,,,,,8 mM,-59.84307892,Mitte,temporal,47.0 +OP230817,Verji,2024-05-05,S2,4,23817S2c4,D1,high K,0.0,no,6.405833333,6.582894638,52.54811271,-74.21264648,32,150.0,88.51928711,-37.52441406,434.2041016,-69.82421875,15.7,326.639746,9,583.7295,1.037160565,,,,,,8 mM,-61.34804794,Mitte,temporal,47.0 +OP221020,Verji,2024-01-26,S4_D2,1,22o21S4_D2c1,D2,TTX,20.0,no,29.72861111,7.733713029,38.67799621,-50.33569336,7,600.0,52.19726563,-22.11303711,108.8867188,-20.5078125,13.1,375.227972,0,,2.22021895,,,,,,8 mM,-61.67611801,Mitte,temporal,25.0 +OP210323,Rosie,2024-06-04,S6_D2,2,2021_03_25_0S6_D2c3,D2,TTX,16.5,no,46.592222,10.29581833,223.0523837,-67.7734375,25,100.0,72.29614258,-29.62036133,244.3847656,-48.58398438,17.05,132.20407,39,,1.305696784,,,,,,15 mM,-67.61321548,Virchow,temporal,10.0 +OP240117,Verji,2024-07-30,S1_D2,4,24117S1_D2c4,D2,Ctrl,23.0,no,30.95694444,9.867377797,126.6741044,-63.36669922,33,150.0,77.00195313,-31.90917969,283.5693359,-74.09667969,18.45,245.8599431,6,,0.890606342,215.1671722,,,,,8 mM,-59.87040314,Hamburg,temporal,55.0 +OP210323,Rosie,2024-05-10,S3,8,2021_03_24_0S3c8,D1,Ctrl,0.0,yes,21.22833333,17.31978303,73.35879894,-71.66748047,22,400.0,77.75878906,-35.53466797,234.9853516,-66.40625,15.4,419.4739817,11,,1.050808948,,,,,,15 mM,-71.63009842,Virchow,temporal,10.0 +OP220518,Verji,2024-07-09,s6,7,22519s6c7,D1,Ctrl,0.0,yes,32.00833333,27.43543633,107.6959386,-58.36181641,22,200.0,79.62036133,-35.22338867,368.2861328,-83.74023438,5.5,118.2572178,26,,0.853316638,,,,,,15 mM,-60.22632568,Bielefeld,frontal,37.0 +OP230314,Verji,2024-07-13,S1,2,23314S1c2,D1,high K,0.0,no,5.940833333,7.941309249,48.3169072,-63.38500977,46,250.0,87.23754883,-34.80834961,453.125,-85.44921875,12.45,238.2953271,1,,0.812826422,,,325.450848,,,8 mM,-61.11683105,Virchow,temporal,12.0 +OP230314,Verji,2024-07-20,S3,4,23314S3c4,D1,TTX,0.0,no,8.987777778,17.84882679,71.3003024,-47.32666016,44,400.0,81.29272461,-35.18066406,344.3603516,-84.9609375,11.6,270.7327635,16,,0.852367313,,,169.50565,,,8 mM,-65.50192795,Virchow,temporal,12.0 +OP230817,Verji,2024-05-03,S1,4,23817S1c4,D1,TTX,0.0,no,5.061944444,5.188722636,28.31944714,-70.11108398,33,250.0,78.08227539,-33.99658203,281.6162109,-67.62695313,17.2,400.2909091,3,832.4977,0.972962143,,,,,,8 mM,-60.74189545,Mitte,temporal,47.0 +OP240201,Verji,2024-03-08,S2_D2,8,24201S2_D2c8,D2,Ctrl,20.0,no,31.16416667,27.10348399,73.51481375,-50.63476563,20,250.0,71.63085938,-30.60302734,243.7744141,-73.12011719,13.7,318.3841135,25,,0.862896929,221.8,,,,,8 mM,-63.22924316,Mitte,temporal,39.0 +OP230420,Verji,2024-01-06,S2_D2,7,23420S2_D2c7,D2,high K,19.0,no,31.39111111,9.301121412,48.02493093,-60.99243164,17,350.0,83.22753906,-30.51147461,270.5078125,-38.33007813,18.45,551.6145985,40,359.0886363,1.792339262,,,,,,8 mM,-60.2222229,Bielefeld,temporal,13.0 +OP230808,Verji,2024-04-01,S3,3,23808S3c3,D1,Ctrl,0.0,no,10.92722222,12.46878469,75.67539078,-83.21533203,21,50.0,86.2121582,-40.72265625,340.5761719,-72.75390625,31.7,408.3119497,16,565.6388546,1.0094401,,,,,,8 mM,-59.5631015,Hamburg,temporal,14.0 +OP230314,Verji,2024-07-24,S4,4,23314S4c4,D1,Ctrl,0.0,no,10.49277778,28.72395698,85.77712996,-64.7277832,46,250.0,69.70825195,-33.06884766,245.6054688,-76.78222656,14.2,260.9678071,24; exclude; Rs_end > 30,,0.87057997,,,365.71219,,,8 mM,-60.458452,Virchow,temporal,12.0 +OP210323,Rosie,2024-06-03,S6_D2,2,2021_03_25_0S6_D2c2,D2,TTX,16.5,no,46.235278,7.865393239,98.09996902,-69.03686523,18,300.0,74.95117188,-28.85131836,309.3261719,-53.58886719,18.45,282.5091589,38,,1.214651653,,,,,,15 mM,-69.39026535,Virchow,temporal,10.0 +OP230109,Verji,2024-03-01,S2_D2,7,2311S2_D2c7,D2,high K,24.0,no,46.55611111,9.9176544,93.757403,-62.43896484,22,250.0,90.99121094,-39.08081055,491.4550781,-74.82910156,13.1,233.293913,37,,0.929070607,,,,,,8 mM,-62.14580154,Bielefeld,temporal,42.0 +OP230420,Verji,2024-01-06,S2_D2,3,23420S2c6,D2,high K,19.0,yes,31.07722222,6.579656173,25.38582301,-61.50512695,17,700.0,76.82495117,-26.26342773,336.7919922,-56.640625,8.45,391.0870056,34,898.3632788,1.067489562,,,,,,8 mM,-64.32669205,Bielefeld,temporal,13.0 +OP240411,Verji,2024-02-10,S3_D2,5,24411S3c5,D2,Ctrl,18.0,yes,35.3,21.76884238,77.2707294,-60.96191406,33,300.0,71.69189453,-26.39770508,303.4667969,-71.53320313,11.25,219.6901073,43,,0.838723549,356.6218874,,,,,8 mM,-60.31371185,Bielefeld,temporal,46.0 +OP210615,Rosie,2024-03-12,S4_D2,4,2021_06_16_0S4_D1c2,D2,TTX,20.3,no,33.37333333,9.497902602,84.74858075,-75.93994141,23,250.0,77.49023438,-34.38720703,383.1787109,-77.88085938,15.7,317.9589617,manually_corrected,,0.838218612,,,,,,15 mM,-69.65374832,Virchow,temporal,19.0 +OP220127,Rosie,2024-06-30,S2,5,22128S2c5,D1,TTX,0.0,no,20.765,16.33300364,40.50569934,-60.14404297,5,900.0,74.68261719,-37.21313477,293.7011719,-90.45410156,6.05,353.3804,manually_adj_inj,,0.787689544,,,,,9.0,15 mM,-69.49935913,Mitte,temporal,45.0 +OP220228,Verji,2024-05-19,S1_D2,7,22228S1c7,D2,high K,23.0,yes,36.27416667,8.278934792,43.51478731,-75.69580078,23,150.0,69.17114258,-25.81787109,213.2568359,-62.25585938,17.9,343.6128881,18,,0.991119539,,,,,,15 mM,-59.53292999,Bielefeld,temporal,33.0 +OP230420,Verji,2024-01-05,S2,7,23420S2c7,D1,high K,0.0,yes,12.18805556,7.407777278,29.9454656,-70.00732422,25,300.0,89.69726563,-36.01074219,469.4824219,-79.34570313,16.75,585.1428571,11,730.2643421,0.95473797,,,,,,8 mM,-61.72656616,Bielefeld,temporal,13.0 +OP220120,Rosie,2024-02-22,S1,2,22121S1c2,D1,high K,0.0,no,12.61361111,7.033074679,28.799324,-55.30395508,2,200.0,57.3425293,-26.66625977,121.7041016,-34.66796875,8.8,361.8047679,1,,1.434036554,,,,,,15 mM,-45.52814224,Bielefeld,temporal,50.0 +OP220217,Verji,2024-05-28,S2,8,22217S2c8,D1,TTX,0.0,no,10.37611111,12.80201688,104.4378439,-48.66333008,35,50.0,86.23657227,-46.24023438,254.5166016,-104.2480469,9.85,110.6875171,10,,0.802457594,,,,,,15 mM,-57.77001999,Mitte,temporal,17.0 +OP230810,Verji,2024-05-14,S2,4,23810S2c4,D1,TTX,0.0,yes,7.043055556,11.56361098,53.10180243,-68.06640625,43,150.0,89.40429688,-38.63525391,432.3730469,-75.80566406,15.65,369.7326604,9,492.6164,0.938404113,,,,,,8 mM,-60.87508209,Mitte,temporal,63.0 +OP220426,Verji,2024-01-18,S3,1,22427S3c1,D1,high K,0.0,no,24.78472222,9.413326965,64.16138123,-68.84765625,26,200.0,81.87866211,-35.83374023,286.2548828,-85.44921875,16.5,264.2580645,6,,0.913302897,,,,,,15 mM,-60.5696228,Bielefeld,temporal,60.0 +OP220228,Verji,2024-05-24,S3_D2,3,22228S3_D2c3,D2,Ctrl,23.0,no,40.96055556,10.93334579,39.04474103,-67.7734375,19,250.0,77.72216797,-33.56933594,293.9453125,-69.70214844,15.9,434.5381151,27,,0.927382519,,,,,,15 mM,-61.42417953,Bielefeld,temporal,33.0 +OP230808,Verji,2024-03-29,S1,8,23808S1c8,D1,TTX,0.0,no,8.163333333,9.152405498,62.30493792,-80.56640625,24,150.0,86.15722656,-38.14697266,392.3339844,-93.87207031,25.7,491.9028037,7,721.5840528,0.820988123,,,,,,8 mM,-61.77982468,Hamburg,temporal,14.0 +OP240417,Verji,2024-02-16,S2,1,24417S2c1,D1,high K,0.0,no,13.59611111,12.4418003,66.61329506,-57.8918457,30,250.0,79.55322266,-33.61206055,345.0927734,-81.0546875,19.4,358.1403944,8,,0.826064891,250.9583653,,,,,8 mM,-61.81928131,Hamburg,temporal,29.0 +OP211209,Verji,2024-03-24,S4_D2,8,21d11S4_D2c8,D2,TTX,18.0,no,37.0275,8.15357475,48.82977763,-75.34790039,27,200.0,77.35595703,-30.10253906,226.1962891,-54.80957031,16.25,345.5418559,,,1.222325586,,,,,,15 mM,-61.48587662,Bielefeld,temporal,27.0 +OP231109,Verji,2024-01-13,S1,6,23n09S1c6,D1,Ctrl,0.0,no,5.016944444,6.30525859,45.78416717,-72.55249023,31,150.0,85.2722168,-34.19189453,318.7255859,-51.63574219,19.05,430.8008282,4,,1.253816758,598.2799427,,,,,8 mM,-61.03536026,Mitte,temporal,44.0 +OP220217,Verji,2024-05-29,S3,3,22217S3c3,D1,high K,0.0,yes,11.88,18.26345881,61.36442233,-67.62695313,42,200.0,74.2980957,-31.21337891,237.4267578,-76.53808594,12.0,197.9939577,12,,0.860289833,,,,,,15 mM,-60.90937561,Mitte,temporal,17.0 +OP230314,Verji,2024-07-24,S3,8,23314S3c8,D1,TTX,0.0,no,8.987777778,9.328132412,52.34553217,-71.77734375,39,200.0,92.05932617,-40.7043457,451.171875,-69.3359375,14.25,266.6727584,20,,1.050184387,,,188.751292,,,8 mM,-62.56940552,Virchow,temporal,12.0 +OP220602,,2024-06-11,S3,5,22602S3c5,D1,TTX,0.0,no,15.22916667,5.882555121,18.36780548,-65.18554688,10,600.0,71.94824219,-31.88476563,224.1210938,-80.68847656,9.9,387.1159905,16,,0.825629006,,,,,,8 mM,-61.76131134,,, +OP220127,Rosie,2024-01-28,S3_D2,2,22127S3c2,D2,TTX,23.0,yes,34.94666667,12.59543599,67.73057874,-78.43017578,22,250.0,78.30810547,-37.55493164,207.8857422,-63.4765625,11.2,176.5279461,31,,1.083172438,,,,,,15 mM,-62.56948532,Mitte,temporal,45.0 +OP240321,Verji,2024-04-13,S3,6,24321S3c6,D1,Ctrl,0.0,no,13.06416667,8.644345294,113.0677186,-80.44433594,40,100.0,82.91015625,-34.8449707,330.8105469,-93.13964844,19.55,196.5074847,18,,0.80391467,316.6305544,,,,,8 mM,-61.41717209,Bielefeld,temporal,31.0 +OP230523,Verji,2024-03-10,S1,5,23523S1c5,D1,TTX,0.0,no,9.898888889,9.56637439,47.13365556,-68.78662109,14,250.0,75.26245117,-35.09521484,277.0996094,-41.74804688,20.75,441.5168831,4; exclude; Rs_end > 30,234.4578153,1.554472238,,,,,,8 mM,-59.42656448,Hamburg,temporal,16.0 +OP221024,Verji,2024-06-10,S1,6,22o24S1c6,D1,high K,0.0,no,21.08555556,8.813492369,38.19798036,-63.28125,28,250.0,85.21118164,-31.57958984,375.2441406,-65.30761719,10.6,243.7479298,5,,1.011249184,,,,,,8 mM,-58.7995285,Bielefeld,temporal,42.0 +OP210323,Rosie,2024-04-10,S1_D2,2,2021_03_24_0S1c1,D2,TTX,22.0,yes,41.045278,6.974139607,35.95676004,-72.3449707,12,600.0,57.80029297,-22.49145508,149.2919922,-44.31152344,7.25,266.3318386,27,,1.235949067,,,,,,15 mM,-71.11264114,Virchow,temporal,10.0 +OP230109,Verji,2024-02-23,S1_D2,6,2311S1c8,D2,TTX,24.0,yes,44.01333333,9.818375264,27.65569897,-63.96484375,21,700.0,70.75195313,-25.02441406,281.3720703,-88.13476563,6.0,260.407947,21; exclude; Rs_end > 30,,0.713587031,,,,,,8 mM,-63.07123352,Bielefeld,temporal,42.0 +OP230209,Verji,2024-04-22,S2_D2,6,23209S2c6,D2,high K,25.0,yes,21.84833333,9.67236673,50.64075204,-50.13427734,27,100.0,73.74267578,-31.67114258,263.9160156,-71.41113281,16.1,213.5889879,32,433.531118,0.948468432,,,,,,8 mM,-50.13308899,Bielefeld,temporal,63.0 +OP220602,,2024-06-28,S1_D2,6,22602S1_D2c6,D2,high K,22.0,no,34.6875,7.808003045,62.99865047,-75.24414063,31,150.0,83.22143555,-38.0859375,283.0810547,-66.04003906,12.55,175.9685066,23,,1.033359313,,,,,,8 mM,-61.69442871,,, +OP231130,Verji,2024-01-23,S2_D2,1,23n30S2c8,D2,Ctrl,21.0,yes,34.04833333,11.22861787,67.26239848,-69.43359375,31,300.0,74.03564453,-29.44946289,198.2421875,-52.36816406,14.95,296.0009668,13,,1.262300492,530.2376746,,,,,8 mM,-61.09348236,Bielefeld,temporal,39.0 +OP230314,Verji,2024-07-19,S3,3,23314S3c3,D1,TTX,0.0,yes,8.987777778,7.91233133,53.23603301,-72.25952148,21,200.0,85.59570313,-38.76342773,372.0703125,-81.42089844,16.8,294.0717949,15,,0.884459374,,,273.234108,,,8 mM,-60.18942566,Virchow,temporal,12.0 +OP231130,Verji,2024-01-24,S1_D2,2,23n30S1_D2c2,D2,wash in high K,21.0,no,32.69944444,7.426442253,65.8047933,-67.54455566,61,250.0,77.71606445,-36.50512695,246.4599609,-74.34082031,12.5,200.2933985,8; exclude; Rs_end > 30,,0.950157567,322.0907364,,,,,8 mM,-59.5793309,Bielefeld,temporal,39.0 +OP230817,Verji,2024-05-10,S2_D2,4,23817S2c6,D2,high K,23.0,no,29.09,7.618869229,40.55268468,-57.86743164,13,500.0,72.36938477,-29.37011719,229.7363281,-47.8515625,13.25,410.3742911,26; exclude; Rs_end > 30,729.2643,1.588326109,,,,,,8 mM,-60.08552902,Mitte,temporal,47.0 +OP220127,Rosie,2024-02-08,S4,3,22127S4c3,D1,TTX,0.0,no,13.14,10.60967198,56.25120325,-77.64892578,20,50.0,91.22314453,-40.90576172,329.8339844,-93.38378906,29.05,336.8401982,20,,0.906959599,,,,,,15 mM,-55.19751389,Mitte,temporal,45.0 +OP230817,Verji,2024-05-10,S2_D2,1,23817S2_D2c1,D2,high K,23.0,no,29.09,7.823500973,44.06787432,-69.62890625,24,250.0,80.10253906,-33.06274414,311.4013672,-81.42089844,14.5,325.4356164,25,248.9183,0.918503011,,,,,,8 mM,-58.62247513,Mitte,temporal,47.0 +OP240321,Verji,2024-04-09,S1,4,24321S1c4,D1,high K,0.0,no,9.830277778,10.03188268,60.08927934,-67.578125,34,200.0,81.55517578,-37.74414063,290.1611328,-80.93261719,20.45,328.322195,2,,0.906199841,326.3808794,,,,,8 mM,-59.26156143,Bielefeld,temporal,31.0 +OP220217,Verji,2024-05-28,S2,6,22217S2c6,D1,TTX,0.0,yes,10.37611111,12.01298187,73.54153582,-74.78637695,33,150.0,73.08349609,-37.54882813,151.3671875,-74.21875,20.0,244.2638837,8,,0.951468494,,,,,,15 mM,-65.0912529,Mitte,temporal,17.0 +OP220127,Rosie,2024-02-09,S4,5,22127S4c5,D1,TTX,0.0,no,13.14,9.644875894,62.17304058,-78.18603516,22,-300.0,88.8671875,-42.05322266,318.2373047,-81.90917969,24.65,274.8319837,22,,0.978935421,,,,,,15 mM,-55.92334946,Mitte,temporal,45.0 +OP220914,Verji,2024-07-06,S2_D2,7,22915S2_D2c7,D2,TTX,24.0,no,48.89638889,24.52496757,227.0266854,-62.49389648,9,50.0,39.06860352,-22.87597656,21.484375,-13.42773438,19.25,93.69934641,23,,2.069203723,,,,,,8 mM,-69.56908951,Bielefeld,temporal,21.0 +OP201027,Rosie,2024-03-27,S1,4,20o27S1c4,D1,Ctrl,0.0,no,7.045277778,9.230981121,27.55662542,-81.76879883,4,1400.0,59.92431641,-48.91967773,173.7060547,-43.70117188,5.25,363.7040169,2,,,,,,,,15 mM,-81.81085358,Mitte,temporal,33.0 +OP210323,Rosie,2024-06-07,S4_D2,5,2021_03_25_0S4_D2c5,D2,TTX,24.0,no,49.273056,6.970003936,77.30509513,-81.63452148,17,250.0,76.31835938,-33.48999023,298.2177734,-66.52832031,20.25,384.2223509,45,,1.031087162,,,,,,15 mM,-71.60202118,Virchow,temporal,10.0 +OP220217,Verji,2024-06-04,S2_D2,1,22218S2_D2c1,D2,TTX,22.0,no,34.75305556,11.40083441,201.6532817,-72.02148438,27,0.0,73.01635742,-32.21435547,290.8935547,-100.8300781,23.75,288.7717996,26,,0.72147361,,,,,,15 mM,-51.81500977,Mitte,temporal,17.0 +OP230109,Verji,2024-02-28,S1_D2,2,2311S1_D2c2,D2,TTX,24.0,no,44.32472222,8.621053829,59.98245962,-67.44384766,23,150.0,71.86889648,-28.69873047,269.53125,-60.05859375,17.4,235.6046281,23,,1.063718469,,,,,,8 mM,-57.1927832,Bielefeld,temporal,42.0 +OP230314,Verji,2024-07-18,S2,8,23314S2c8,D1,high K,0.0,no,7.5825,8.139952432,140.7020241,-73.33984375,43,100.0,84.23461914,-35.72387695,453.3691406,-105.3466797,14.5,172.3380486,12,,0.687150771,,,294.924831,,,8 mM,-60.19325272,Virchow,temporal,12.0 +OP220228,Verji,2024-05-24,S3_D2,7,22228S3_D2c7,D2,Ctrl,23.0,no,40.96055556,9.227520643,63.30278717,-69.68383789,32,150.0,83.72192383,-32.41577148,335.4492188,-71.65527344,13.3,216.285062,30,,0.995608196,,,,,,15 mM,-61.25755585,Bielefeld,temporal,33.0 +OP220602,,2024-02-28,S1,5,22602S1c5,D1,high K,0.0,yes,12.15055556,9.08721242,60.33503047,-74.61547852,33,50.0,82.41577148,-39.99633789,306.5185547,-90.45410156,17.05,168.9940714,3,,0.828606287,,,,,,8 mM,-57.93476059,,, +OP220623,Verji,2024-01-07,S3,2,22623S3c2,D1,Ctrl,0.0,no,11.15611111,8.286958234,73.17783032,-78.94897461,31,150.0,79.66918945,-35.22338867,283.203125,-113.1591797,14.9,175.9434955,7,,0.667559582,,,,,,8 mM,-59.97206573,Mitte,frontal,32.0 +OP240411,Verji,2024-02-07,S2,6,24411S2c6,D1,high K,0.0,no,13.15111111,26.52061106,70.27418804,-45.02563477,38,350.0,56.99462891,-28.82080078,148.5595703,-60.79101563,8.1,149.8705816,13; exclude; Rs_end > 30,,0.920958014,233.9477983,,,,,8 mM,-62.49560654,Bielefeld,temporal,46.0 +OP230817,Verji,2024-05-08,S3,7,23817S3c7,D1,Ctrl,0.0,no,7.576388889,7.766765984,94.94505367,-69.30541992,25,100.0,68.70117188,-26.60522461,172.2412109,-40.52734375,13.75,226.0712494,18,289.3896,1.452765621,,,,,,8 mM,-58.00519043,Mitte,temporal,47.0 +OP240417,Verji,2024-02-12,S1,2,24417S1c2,D1,Ctrl,0.0,yes,9.533055556,13.25477331,84.31330615,-59.32617188,25,150.0,82.97119141,-36.59667969,365.3564453,-85.44921875,21.9,367.8212199,1,,0.8484865,158.9152972,,,,,8 mM,-61.03942688,Hamburg,temporal,29.0 +OP220426,Verji,2024-01-20,S3_D2,3,22427S3c3,D2,high K,24.0,yes,48.90805556,7.368074757,33.91831019,-60.25390625,14,350.0,77.66113281,-25.88500977,316.0400391,-70.55664063,17.3,441.1567315,30,,0.933136291,,,,,,15 mM,-59.35913712,Bielefeld,temporal,60.0 +OP240221,Verji,2024-06-20,S2,2,24221S2c2,D1,Ctrl,0.0,no,13.15805556,25.21255814,103.1874499,-72.39990234,40,100.0,80.06591797,-40.85693359,328.6132813,-62.86621094,16.75,311.5005675,7,,1.054828584,334.6311544,,,,,8 mM,-62.44723831,Bielefeld,temporal,37.0 +OP230426,Verji,2024-01-15,S2,8,23426S2c8,D1,high K,0.0,no,23.40777778,7.736325451,51.25116731,-70.17822266,30,200.0,88.26904297,-37.26196289,426.5136719,-88.37890625,17.3,357.2063012,7,478.845962,0.834236337,,,,,,8 mM,-60.40496033,Hamburg,temporal,58.0 +OP240321,Verji,2024-04-21,S2_D2,4,24321S2c6,D2,Ctrl,17.0,no,29.73333333,22.18658838,74.31214562,-67.67578125,26,100.0,77.13623047,-39.48364258,219.8486328,-87.890625,21.95,285.646386,36,,0.854383895,182.3460782,,,,,8 mM,-61.23827118,Bielefeld,temporal,31.0 +OP220602,,2024-06-02,S3,4,22602S3c4,D1,TTX,0.0,no,15.22916667,5.993252395,20.44051244,-70.25146484,28,300.0,76.94091797,-36.66992188,235.8398438,-71.41113281,9.65,298.5941454,15,,0.903412074,,,,,,8 mM,-60.80336823,,, +OP230314,Verji,2024-07-17,S2,4,23314S2c4,D1,high K,0.0,no,7.5825,9.896792721,83.7562448,-66.12548828,28,200.0,86.59667969,-35.72387695,493.6523438,-84.59472656,12.5,247.6420798,9,,0.836149723,,,328.585953,,,8 mM,-61.3783609,Virchow,temporal,12.0 +OP240321,Verji,2024-04-11,S2,2,24321S2c2,D1,Ctrl,0.0,no,11.53027778,12.97679765,61.18784607,-69.88525391,20,100.0,86.13891602,-44.7265625,342.8955078,-79.83398438,22.65,409.6,7,,0.952535749,278.3492783,,,,,8 mM,-61.1739859,Bielefeld,temporal,31.0 +OP221024,Verji,2024-06-14,S2,7,22o24S2c7,D1,TTX,0.0,no,22.44666667,7.802772031,44.335863,-74.07226563,32,150.0,86.82861328,-37.07885742,387.3291016,-81.29882813,12.95,257.9608511,13,,0.882211538,,,,,,8 mM,-60.75148544,Bielefeld,temporal,42.0 +OP230808,Verji,2024-03-28,S1,2,23808S1c2,D1,TTX,0.0,no,8.163333333,9.131297415,58.66048767,-80.29785156,22,150.0,90.56396484,-37.87841797,437.3779297,-81.17675781,25.85,492.1864033,1,702.9234308,0.938416634,,,,,,8 mM,-61.38620529,Hamburg,temporal,14.0 +OP210323,Rosie,2024-06-10,S5_D2,2,2021_03_25_0S5_D2c2,D2,Ctrl,23.5,no,50.3925,14.1468259,48.4656784,-68.58520508,26,450.0,91.28417969,-39.38598633,472.9003906,-73.85253906,15.45,496.3388235,manually_corrected,,0.985966418,,,,,,15 mM,-70.52503922,Virchow,temporal,10.0 +OP210323,Rosie,2024-05-29,S5,2,2021_03_24_0S5c3,D1,Ctrl,0.0,no,26.126389,8.042211714,64.82375542,-77.39257813,22,200.0,95.59936523,-40.5456543,521.1181641,-88.50097656,22.85,454.3378641,21,,0.894228711,,,,,,15 mM,-70.3273674,Virchow,temporal,10.0 +OP220518,Verji,2024-07-07,S2,1,22519S2c1,D1,high K,0.0,no,23.10222222,8.34737089,82.33904131,-72.66845703,13,300.0,76.62353516,-32.87353516,286.1328125,-83.0078125,8.45,126.8971586,5,,0.841426649,,,,,,15 mM,-63.95318436,Bielefeld,frontal,37.0 +OP220127,Rosie,2024-07-18,S4,6,22128S4c6,D1,Ctrl,0.0,no,25.40166667,9.014809401,44.57714123,-65.44189453,20,350.0,82.84301758,-36.38916016,322.0214844,-76.171875,12.3,352.3132867,23,,1.008693053,,,,,23.0,15 mM,-60.32395508,Mitte,temporal,45.0 +OP230808,Verji,2024-03-31,S2_D2,2,23808S2c8,D2,high K,25.0,yes,34.21527778,9.628695708,38.51179182,-76.57470703,13,200.0,86.27319336,-35.96191406,349.9755859,-75.31738281,18.75,459.5362752,62,842.3980799,1.079390253,,,,,,8 mM,-59.88091431,Hamburg,temporal,14.0 +OP210323,Rosie,2024-05-03,S3,4,2021_03_24_0S3c4,D1,Ctrl,0.0,no,20.55972222,21.03433289,92.00924737,-69.71435547,24,300.0,84.63134766,-40.27709961,374.5117188,-66.65039063,22.65,546.5354934,9,,1.067926945,,,,,,15 mM,-69.64972824,Virchow,temporal,10.0 +OP220308,Verji,2024-06-22,S3,3,22308S3c3,D1,TTX,0.0,no,15.60305556,10.91069673,55.31995891,-61.4440918,18,100.0,89.99023438,-44.2565918,301.7578125,-78.49121094,11.55,256.0692828,11,,1.016467515,,,,,,15 mM,-57.81399338,Bielefeld,temporal,52.0 +OP230808,Verji,2024-04-06,S6,6,23808S6c6,D1,high K,0.0,no,26.92027778,7.60856527,81.35938456,-80.96923828,19,100.0,90.67993164,-39.63012695,351.8066406,-74.34082031,31.15,445.5360978,36,500.2966766,1.077461204,,,,,,8 mM,-58.33286499,Hamburg,temporal,14.0 +OP240411,Verji,2024-02-06,S1,6,24411S1c6,D1,Ctrl,0.0,yes,11.24083333,9.301190898,94.74011558,-48.79760742,33,150.0,75.59204102,-33.57543945,264.1601563,-74.21875,15.7,228.8512456,5,,0.914748888,81.75272509,,,,,8 mM,-55.16677032,Bielefeld,temporal,46.0 +OP220308,Verji,2024-06-22,S2,8,22308S2c8,D1,high K,0.0,no,13.88583333,10.23112162,61.3139694,-49.26757813,39,200.0,87.15209961,-38.76342773,280.6396484,-74.82910156,10.55,184.7687867,9,,1.021300313,,,,,,15 mM,-54.41224365,Bielefeld,temporal,52.0 +OP210615,Rosie,2024-03-09,S2_D2,4,2021_06_16_0S2_D2c4,D2,Ctrl,19.25,no,30.18861111,6.355402422,79.81984421,-70.53222656,26,300.0,76.98364258,-36.62109375,308.3496094,-51.39160156,18.15,404.0347826,,,1.155930518,,,,,,15 mM,-70.51392471,Virchow,temporal,19.0 +OP230420,Verji,2024-01-02,S2,2,23420S2c2,D1,high K,0.0,yes,12.18805556,6.474840398,32.07293365,-69.54956055,23,350.0,83.7890625,-29.89501953,413.6962891,-70.55664063,16.4,516.7261538,7,201.3400447,1.027804266,,,,,,8 mM,-60.52478302,Bielefeld,temporal,13.0 +OP210615,Rosie,2024-03-06,S2,2,2021_06_15_0S2c3,D1,Ctrl,0.0,no,9.776944444,17.15509796,51.11096813,-70.73364258,41,450.0,88.61694336,-40.31982422,347.5341797,-71.04492188,8.95,273.8315593,,,1.038597411,,,,,,15 mM,-70.18915436,Virchow,temporal,19.0 +OP220228,Verji,2024-05-22,S3,5,22228S3c5,D1,Ctrl,0.0,no,16.45583333,11.25796831,53.66263697,-74.14550781,31,100.0,91.87011719,-38.70849609,354.4921875,-80.56640625,15.55,236.1178869,14,,0.959514409,,,,,,15 mM,-57.65140213,Bielefeld,temporal,33.0 +OP201029,Rosie,2024-03-16,S1,7,20o29S1c7,D1,Ctrl,0.0,no,6.178888889,7.899763862,54.53262202,-65.50292969,30,200.0,87.12158203,-37.06054688,275.5126953,-72.38769531,13.4,242.7259259,,,1.098270393,,,,,,15 mM,-65.44116592,Mitte,temporal,47.0 +OP230209,Verji,2024-04-22,S2,6,23209S2c6,D1,high K,0.0,yes,-2.874722222,7.160036434,52.54920547,-71.83837891,36,150.0,86.81030273,-35.88256836,363.1591797,-84.10644531,12.5,220.9277238,9,345.078169,0.851767522,,,,,,8 mM,-60.81187851,Bielefeld,temporal,63.0 +OP230523,Verji,2024-03-10,S2,8,23523S2c8,D1,high K,0.0,no,11.8525,11.05007298,69.02407708,-74.609375,28,50.0,85.89477539,-39.2578125,336.7919922,-81.42089844,25.45,375.3130513,13; exclude; Rs_end > 30,428.5342845,0.945738534,,,,,,8 mM,-54.57881302,Hamburg,temporal,16.0 +OP220127,Rosie,2024-06-28,S1,6,22128S1c6,D1,Ctrl,0.0,no,19.20166667,12.99175467,207.4835583,-79.52880859,42,50.0,85.87646484,-36.99951172,337.890625,-81.42089844,13.15,87.63457393,4,,0.923317588,,,,,4.0,15 mM,-61.53025314,Mitte,temporal,45.0 +OP220127,Rosie,2024-07-26,S3_D2,5,22129S3_D2c5,D2,high K,24.0,no,49.07583333,7.44178551,38.08705558,-75.97045898,10,350.0,69.56787109,-28.34472656,245.3613281,-81.54296875,13.4,366.5202003,36,,0.802176132,,,,,36.0,15 mM,-60.42506363,Mitte,temporal,45.0 +OP211123,Rosie,2024-01-12,S2_D2,5,21n24S2_D2c5,D2,high K,23.0,no,36.54972222,6.950422649,38.99079437,-65.47241211,27,350.0,87.28027344,-36.99951172,386.71875,-70.92285156,18.55,531.7991251,,,0.952164,,,,,,15 mM,-60.51705048,Bielefeld,temporal,68.0 +OP230817,Verji,2024-05-05,S2,5,23817S2c5,D1,high K,0.0,no,6.405833333,7.644675671,46.62568164,-69.96459961,32,150.0,91.08276367,-39.28222656,369.0185547,-84.59472656,15.0,328.9959839,10,478.1559,0.907917358,,,,,,8 mM,-61.11205521,Mitte,temporal,47.0 +OP220111,Rosie,2024-06-16,S6_D2,7,22112S6_D2c7,D2,high K,16.5,no,31.72083333,21.46716111,412.26701,-59.42993164,35,250.0,67.60864258,-39.36767578,207.3974609,-62.37792969,12.05,215.1795095,12,,1.047212056,,,,,,15 mM,-59.3745256,Bielefeld,temporal,51.0 +OP230808,Verji,2024-04-05,S6,2,23808S6c2,D1,high K,0.0,yes,26.92027778,8.334968781,79.12469902,-79.67529297,25,150.0,87.5,-37.27416992,316.0400391,-88.37890625,24.95,346.7182358,32,506.7168906,0.879915703,,,,,,8 mM,-59.53879135,Hamburg,temporal,14.0 +OP211209,Verji,2024-03-12,S1,8,21d10S1c8,D1,high K,0.0,no,11.50583333,10.52287748,209.0864877,-65.86303711,47,50.0,86.42578125,-38.0859375,305.6640625,-97.29003906,18.85,118.7383314,,,0.791526052,,,,,,15 mM,-59.77544846,Bielefeld,temporal,27.0 +OP220426,Verji,2024-01-21,S4,6,22427S4c6,D1,Ctrl,0.0,yes,26.92055556,9.702328093,29.98075961,-59.43603516,34,450.0,80.84716797,-37.87841797,246.9482422,-69.94628906,6.35,320.6114022,16,,0.948891491,,,,,,15 mM,-61.3225766,Bielefeld,temporal,60.0 +OP240417,Verji,2024-02-14,S1,5,24417S1c5,D1,Ctrl,0.0,yes,9.533055556,11.80760956,183.1272351,-73.06518555,27,100.0,85.62011719,-38.62915039,368.6523438,-95.703125,20.9,200.1318527,4,,0.819130955,203.0767692,,,,,8 mM,-59.52498276,Hamburg,temporal,29.0 +OP211123,Rosie,2024-04-05,S3,4,2021_11_24_0S3c4,D1,Ctrl,0.0,no,25.49694444,10.12735137,41.93613648,-71.60644531,25,150.0,94.27490234,-39.41650391,458.984375,-100.2197266,19.35,421.8634731,,,0.793332276,,,,,,15 mM,-61.80375305,Bielefeld,temporal,68.0 +OP221027,Verji,2024-02-05,S3,4,22o27S3c4,D1,Ctrl,0.0,yes,11.07,8.179952821,52.91854894,-72.16186523,38,100.0,90.05126953,-37.3840332,415.0390625,-79.95605469,18.4,336.8330726,18,,0.926687357,,,,,,8 mM,-59.85078659,Mitte,temporal,61.0 +OP230209,Verji,2024-04-25,S3,3,23209S3c3,D1,Ctrl,0.0,yes,-1.504722222,12.78519343,164.0469717,-71.33178711,12,100.0,80.6640625,-38.84887695,291.015625,-125.7324219,13.75,99.329806,13,118.295915,0.64325168,,,,,,8 mM,-62.18372925,Bielefeld,temporal,63.0 +OP230808,Verji,2024-04-07,S2_D2,7,23808S2_D2c7,D2,high K,25.0,no,34.48722222,7.118036377,48.02908089,-78.93066406,12,200.0,83.75854492,-35.62011719,387.0849609,-79.71191406,24.5,502.7025673,66,741.5047168,0.901209983,,,,,,8 mM,-62.0711113,Hamburg,temporal,14.0 +OP210323,Rosie,2024-04-23,S1,6,2021_03_24_0S1c6,D1,TTX,0.0,yes,17.50694444,12.48069087,64.80078922,-69.07958984,24,350.0,77.78320313,-33.0078125,274.9023438,-53.34472656,21.4,364.0888889,4; exclude; Rs_end > 30,,1.24616835,,,,,,15 mM,-68.93887619,Virchow,temporal,10.0 +OP230314,Verji,2024-07-17,S2,6,23314S2c6,D1,high K,0.0,no,7.5825,16.09137431,63.50362604,-46.7956543,26,250.0,78.50952148,-40.97900391,391.1132813,-57.86132813,12.25,333.9500832,10,,1.123476204,,,158.39028,,,8 mM,-59.48166794,Virchow,temporal,12.0 +OP240503,Verji,2024-05-01,S3_D2,1,24503S3_D2c1,D2,high K,17.0,no,29.17055556,13.83757686,159.3446453,-76.4465332,38,100.0,71.05712891,-31.34765625,242.6757813,-73.48632813,27.65,238.7444532,31,,0.846090907,243.9981333,,,,,8 mM,-61.21821198,Mitte,temporal,36.0 +OP230109,Verji,2024-03-03,S3_D2,8,2311S3_D2c8,D2,Ctrl,24.0,no,48.30694444,12.25239064,86.00234923,-66.34521484,36,200.0,94.09179688,-36.10229492,513.0615234,-80.68847656,16.8,288.372132,50,,0.871664657,,,,,,8 mM,-61.00419952,Bielefeld,temporal,42.0 +OP220111,Rosie,2024-06-12,S1,5,22111S1c5,D1,TTX,0.0,yes,11.38083333,8.865712234,48.01649219,-65.19165039,25,200.0,86.1328125,-39.42871094,361.8164063,-68.84765625,16.95,327.68,1,,1.048150492,,,,,,15 mM,-65.05620407,Bielefeld,temporal,51.0 +OP230109,Verji,2024-02-22,S1_D2,1,2311S1c2,D2,TTX,24.0,yes,43.80138889,8.451131063,39.68067578,-65.84472656,30,250.0,79.52880859,-33.81958008,305.7861328,-57.98339844,7.6,204.6317173,19,,1.106972822,,,,,,8 mM,-63.41109406,Bielefeld,temporal,42.0 +OP221024,Verji,2024-06-15,S2,8,22o24S2c8,D1,TTX,0.0,no,22.44666667,8.514457236,42.01692264,-70.56884766,34,200.0,91.51611328,-38.4765625,433.9599609,-95.703125,11.3,311.9447346,14,,0.825236419,,,,,,8 mM,-61.10428894,Bielefeld,temporal,42.0 +OP210323,Rosie,2024-04-29,S3_D2,7,2021_03_24_0S3c2,D2,Ctrl,21.0,yes,44.139722,6.895863932,47.44795246,-73.83422852,22,400.0,85.08300781,-33.84399414,392.7001953,-76.90429688,13.6,408.8484404,35,,0.991053972,,,,,,15 mM,-71.8719931,Virchow,temporal,10.0 +OP210323,Rosie,2024-06-05,S4_D2,2,2021_03_25_0S4_D2c2,D2,TTX,24.0,no,48.896944,15.97549328,309.7782092,-62.41455078,11,100.0,78.47290039,-31.10961914,379.3945313,-58.71582031,11.65,82.23765618,43; exclude; Rs_end > 30,,1.13602231,,,,,,15 mM,-66.21055649,Virchow,temporal,10.0 +OP230314,Verji,2024-07-25,S4_D2,8,23314S4c7,D2,Ctrl,23.0,yes,34.25055556,36.97933472,79.19794232,-60.6262207,24,200.0,81.4453125,-36.18164063,412.4755859,-85.9375,16.75,528.7707129,51,,0.792207822,,,252.683423,,,8 mM,-60.41819473,Virchow,temporal,12.0 +OP210323,Rosie,2024-05-30,S6,2,2021_03_24_0S6c4,D1,TTX,0.0,no,27.870556,9.783036107,87.63307009,-49.04174805,20,300.0,72.44873047,-29.67529297,250.2441406,-36.49902344,15.15,288.9611176,25,,1.564747298,,,,,,15 mM,-68.7065889,Virchow,temporal,10.0 +OP210323,Rosie,2024-05-13,S4,1,2021_03_24_0S4c1,D1,TTX,0.0,no,23.04833333,18.48066084,94.8868367,-70.73364258,14,200.0,78.10058594,-40.46020508,244.5068359,-73.73046875,21.9,380.0949153,12,,0.959393646,,,,,,15 mM,-70.73405838,Virchow,temporal,10.0 +OP220426,Verji,2024-01-20,S3,4,22427S3c4,D1,high K,0.0,no,24.78472222,6.555757205,37.19217609,-71.13647461,25,250.0,89.13574219,-35.90698242,311.5234375,-83.984375,16.4,440.4878689,9,,0.930810631,,,,,,15 mM,-62.88617523,Bielefeld,temporal,60.0 +OP211209,Verji,2024-03-12,S2,5,21d10S2c5,D1,Ctrl,0.0,no,13.29888889,9.959714493,58.55580093,-71.98486328,25,150.0,84.75952148,-32.80029297,297.7294922,-69.58007813,17.65,273.7128254,,,1.020502952,,,,,,15 mM,-57.84879105,Bielefeld,temporal,27.0 +OP221027,Verji,2024-02-02,S2,4,22o27S2c4,D1,TTX,0.0,no,9.679166667,7.056790213,63.5187133,-73.92578125,33,-300.0,90.17333984,-38.69628906,388.3056641,-75.31738281,30.7,380.9078379,11,,0.939451805,,,,,,8 mM,-53.84588562,Mitte,temporal,61.0 +OP220127,Rosie,2024-07-22,S2_D2,4,22129S2_D2c4,D2,TTX,24.0,no,46.64972222,9.341780506,43.28359964,-55.71899414,26,500.0,70.79467773,-34.46655273,316.1621094,-49.19433594,7.15,270.8568786,30,,1.102941,,,,,30.0,15 mM,-60.70385468,Mitte,temporal,45.0 +OP220111,Rosie,2024-06-13,S1_D2,6,22111S1c7,D2,TTX,21.0,yes,33.08916667,8.52033192,67.21989847,-57.21435547,18,50.0,64.99633789,-32.82470703,247.5585938,-67.13867188,26.05,292.8323842,15,,0.809548455,,,,,,15 mM,-57.30517929,Bielefeld,temporal,51.0 +OP230109,Verji,2024-02-28,S3,8,2311S3c8,D1,Ctrl,0.0,no,23.58111111,7.378515708,42.43448927,-66.83959961,36,250.0,90.08178711,-36.40136719,504.1503906,-93.13964844,10.5,284.1156069,18,,0.777427384,,,,,,8 mM,-61.80401093,Bielefeld,temporal,42.0 +OP230209,Verji,2024-04-21,S1,5,23209S1c5,D1,TTX,0.0,no,-4.47,8.73383873,45.79290202,-71.02661133,31,200.0,86.58447266,-35.21728516,412.8417969,-72.14355469,14.9,279.4752147,2,356.11187,0.951907612,,,,,,8 mM,-60.94531128,Bielefeld,temporal,63.0 +OP220322,Verji,2024-06-24,S1,6,22322S1c6,D1,Ctrl,0.0,no,10.66527778,7.45147952,31.63924085,-65.67993164,27,150.0,85.31494141,-37.8112793,258.7890625,-76.04980469,13.45,276.6664156,2,,0.996761814,,,,,,15 mM,-73.95379166,Bielefeld,temporal,52.0 +OP230314,Verji,2024-07-25,S2_D2,1,23314S2_D2c1,D2,high K,23.0,no,30.87,24.47965169,78.74419611,-67.55371094,38,200.0,77.33154297,-38.07983398,378.90625,-90.08789063,13.85,271.7585629,29,,0.764771287,,,322.760759,,,8 mM,-61.67677628,Virchow,temporal,12.0 +OP230810,Verji,2024-05-15,S2,6,23810S2c6,D1,TTX,0.0,no,7.043055556,12.92801965,91.54312954,-74.8840332,43,50.0,94.64111328,-44.40917969,489.3798828,-119.6289063,15.8,211.5792399,11,304.9002,0.776494495,,,,,,8 mM,-61.72165741,Mitte,temporal,63.0 +OP230817,Verji,2024-05-07,S2,7,23817S2c7,D1,high K,0.0,no,6.405833333,7.393000209,73.23189237,-73.19946289,31,100.0,83.37402344,-35.25390625,251.0986328,-52.00195313,17.6,259.4901237,12,415.8439,1.29745339,,,,,,8 mM,-61.26763275,Mitte,temporal,47.0 +OP220623,Verji,2024-01-09,S4_d2,8,22623S4c1,D2,TTX,22.0,yes,35.0525,29.64063094,78.98804495,-62.21313477,24,250.0,62.70141602,-32.11669922,180.9082031,-58.10546875,7.75,185.2312181,23,,0.999206084,,,,,,8 mM,-62.48835083,Mitte,frontal,32.0 +OP210323,Rosie,2024-04-27,S2,7,2021_03_24_0S2c7,D1,Ctrl,0.0,no,18.80583333,8.838272195,67.96920659,-71.6796875,19,250.0,88.23852539,-37.31689453,411.9873047,-72.99804688,16.6,404.2726124,6,,1.028903305,,,,,,15 mM,-71.6670575,Virchow,temporal,10.0 +OP220127,Rosie,2024-02-02,S3,6,22127S3c6,D1,TTX,0.0,yes,11.24444444,10.04846295,60.15896023,-79.94384766,18,150.0,83.19702148,-38.15307617,213.7451172,-67.13867188,20.85,311.8269283,15,,1.113690015,,,,,,15 mM,-59.30215271,Mitte,temporal,45.0 +OP221027,Verji,2024-02-05,S3_D2,5,22o27S3_D2c5,D2,Ctrl,24.0,no,37.03916667,16.82096288,62.58066213,-67.77954102,26,100.0,93.75,-43.11523438,564.9414063,-120.2392578,15.7,310.8505136,39,,0.67740102,,,,,,8 mM,-62.29583862,Mitte,temporal,61.0 +OP230808,Verji,2024-03-31,S3,1,23808S3c1,D1,Ctrl,0.0,no,10.92722222,10.50058477,64.13097997,-82.65380859,21,50.0,84.56420898,-39.54467773,291.9921875,-82.88574219,31.65,460.5271758,15,650.4516817,0.904627918,,,,,,8 mM,-60.33710159,Hamburg,temporal,14.0 +OP210323,Rosie,2024-06-04,S6_D2,2,2021_03_25_0S6_D2c5,D2,TTX,16.5,no,47.127222,9.878971327,240.1846873,-67.8527832,17,150.0,71.11816406,-28.74755859,265.625,-93.50585938,11.5,67.2674045,41,,0.736362814,,,,,,15 mM,-68.24160522,Virchow,temporal,10.0 +OP240417,Verji,2024-02-21,S2_D2,7,24417S2c7,D2,high K,16.0,yes,29.90805556,12.56057291,60.17618042,-50.78125,18,150.0,81.28051758,-35.22949219,378.5400391,-101.1962891,13.85,228.7483871,33,,0.758878733,113.9137971,,,,,8 mM,-63.64973099,Hamburg,temporal,29.0 +OP230209,Verji,2024-04-23,S2,7,23209S2c7,D1,high K,0.0,yes,-2.874722222,8.656874488,76.18848902,-67.00439453,40,150.0,87.05444336,-33.63037109,381.3476563,-89.47753906,10.45,156.2873574,10,229.541477,0.839826694,,,,,,8 mM,-60.04600006,Bielefeld,temporal,63.0 +OP240215,Verji,2024-02-10,S1,2,24215S1c2,D1,Ctrl,0.0,no,11.72583333,10.06559083,59.87388673,-69.70214844,25,100.0,91.96777344,-40.3503418,370.3613281,-95.703125,23.75,486.0961899,1,,0.85751271,408.0136005,,,,,8 mM,-59.18205887,Bielefeld,temporal,30.0 +OP220228,Verji,2024-05-17,S1,1,22228S1c1,D1,high K,0.0,no,13.01777778,9.703039696,57.82823928,-71.13037109,48,200.0,81.67114258,-35.25390625,301.6357422,-68.359375,15.8,227.8760563,0,,0.94154616,,,,,,15 mM,-58.48133881,Bielefeld,temporal,33.0 +OP230420,Verji,2024-01-04,S2,5,23420S2c5,D1,high K,0.0,no,12.18805556,8.999843286,44.60996072,-75.38452148,28,200.0,84.31396484,-36.4074707,395.1416016,-76.29394531,21.0,445.1021992,9,192.7797593,1.011750103,,,,,,8 mM,-61.64437424,Bielefeld,temporal,13.0 +OP230810,Verji,2024-05-11,S1,1,23810S1c1,D1,high K,0.0,no,5.660833333,10.53595993,45.08421063,-66.61987305,42,200.0,84.10644531,-35.43701172,318.9697266,-57.86132813,10.05,243.0394096,0,411.0737,1.137813516,,,,,,8 mM,-62.12011597,Mitte,temporal,63.0 diff --git a/exercises/tabular_window_functions/window_functions.ipynb b/exercises/tabular_window_functions/window_functions.ipynb new file mode 100644 index 0000000..7bb8898 --- /dev/null +++ b/exercises/tabular_window_functions/window_functions.ipynb @@ -0,0 +1,407 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "6f6aa857", + "metadata": {}, + "source": [ + "# Exercise: For each patcher, compute the average number of days they waited between experiments\n", + "\n", + "Here is how to proceed\n", + "1. Use a window function to compute the number of days that elapse between experiment (i.e., the distance between `date`), for each `patcher`. Add that as a new column, `'days from prev'`\n", + "2. Compute the average `'days from prev'` per patcher\n", + "\n", + "With your new awesome vectorization skills, it should take two lines!" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "8f9bc8b1", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "# Set some Pandas options: maximum number of rows/columns it's going to display\n", + "pd.set_option('display.max_rows', 1000)\n", + "pd.set_option('display.max_columns', 100)" + ] + }, + { + "cell_type": "markdown", + "id": "1be11d54", + "metadata": {}, + "source": [ + "# Load the neural data" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "b6b1abff", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('shuffled_QC_passed_2024-07-04_collected_v1.csv', parse_dates=['date'])" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "c0237922", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPpatcherdateslicecell_chcell_IDdaytreatmenthrs_incubationrepatchhrs_after_OPRsRinresting_potentialmax_spikesRheobaseAP_heigthTHmax_depolmax_repolmembra_time_constant_taucapacitancecommentsrheo_rampAP_halfwidthRheobse_rampUnnamed: 27rheos_rampcommenthigh K concentrationRMP_from_chartissue_sourceareapatient_age
        0OP211209Verji2024-03-13S2821d10S2c8D1Ctrl0.0no13.29888914.470281166.878916-67.9626463450.083.190918-36.132812302.124023-72.63183620.75152.623120NaNNaN0.966102NaNNaNNaNNaNNaN15 mM-59.101382Bielefeldtemporal27.0
        1OP221024Verji2024-06-16S3422o24S3c4D1Ctrl0.0no23.96416711.521243137.820797-71.7895514150.093.322754-42.968750465.820312-83.74023414.85124.32417017NaN0.959995NaNNaNNaNNaNNaN8 mM-62.265689Bielefeldtemporal42.0
        2OP230810Verji2024-05-14S2523810S2c5D1TTX0.0no7.04305610.12063767.739416-70.62988347100.091.973877-37.817383415.771484-107.66601613.00228.65485810402.0134000.760052NaNNaNNaNNaNNaN8 mM-61.329228Mittetemporal63.0
        3OP230209Verji2024-04-27S2_D2323209S2_D2c3D2high K25.0no21.8483337.74550343.009610-68.37158231500.067.163086-29.284668212.036133-61.64550811.05215.78450530672.2024070.958735NaNNaNNaNNaNNaN8 mM-62.577472Bielefeldtemporal63.0
        4OP240321Verji2024-04-11S2424321S2c4D1Ctrl0.0no11.5302787.63294132.884808-52.45361321200.084.008789-36.785889403.442383-71.89941414.80695.7911058NaN1.063838324.520817NaNNaNNaNNaN8 mM-63.149769Bielefeldtemporal31.0
        \n", + "
        " + ], + "text/plain": [ + " OP patcher date slice cell_ch cell_ID day treatment \\\n", + "0 OP211209 Verji 2024-03-13 S2 8 21d10S2c8 D1 Ctrl \n", + "1 OP221024 Verji 2024-06-16 S3 4 22o24S3c4 D1 Ctrl \n", + "2 OP230810 Verji 2024-05-14 S2 5 23810S2c5 D1 TTX \n", + "3 OP230209 Verji 2024-04-27 S2_D2 3 23209S2_D2c3 D2 high K \n", + "4 OP240321 Verji 2024-04-11 S2 4 24321S2c4 D1 Ctrl \n", + "\n", + " hrs_incubation repatch hrs_after_OP Rs Rin \\\n", + "0 0.0 no 13.298889 14.470281 166.878916 \n", + "1 0.0 no 23.964167 11.521243 137.820797 \n", + "2 0.0 no 7.043056 10.120637 67.739416 \n", + "3 25.0 no 21.848333 7.745503 43.009610 \n", + "4 0.0 no 11.530278 7.632941 32.884808 \n", + "\n", + " resting_potential max_spikes Rheobase AP_heigth TH max_depol \\\n", + "0 -67.962646 34 50.0 83.190918 -36.132812 302.124023 \n", + "1 -71.789551 41 50.0 93.322754 -42.968750 465.820312 \n", + "2 -70.629883 47 100.0 91.973877 -37.817383 415.771484 \n", + "3 -68.371582 31 500.0 67.163086 -29.284668 212.036133 \n", + "4 -52.453613 21 200.0 84.008789 -36.785889 403.442383 \n", + "\n", + " max_repol membra_time_constant_tau capacitance comments rheo_ramp \\\n", + "0 -72.631836 20.75 152.623120 NaN NaN \n", + "1 -83.740234 14.85 124.324170 17 NaN \n", + "2 -107.666016 13.00 228.654858 10 402.013400 \n", + "3 -61.645508 11.05 215.784505 30 672.202407 \n", + "4 -71.899414 14.80 695.791105 8 NaN \n", + "\n", + " AP_halfwidth Rheobse_ramp Unnamed: 27 rheos_ramp comment \\\n", + "0 0.966102 NaN NaN NaN NaN NaN \n", + "1 0.959995 NaN NaN NaN NaN NaN \n", + "2 0.760052 NaN NaN NaN NaN NaN \n", + "3 0.958735 NaN NaN NaN NaN NaN \n", + "4 1.063838 324.520817 NaN NaN NaN NaN \n", + "\n", + " high K concentration RMP_from_char tissue_source area patient_age \n", + "0 15 mM -59.101382 Bielefeld temporal 27.0 \n", + "1 8 mM -62.265689 Bielefeld temporal 42.0 \n", + "2 8 mM -61.329228 Mitte temporal 63.0 \n", + "3 8 mM -62.577472 Bielefeld temporal 63.0 \n", + "4 8 mM -63.149769 Bielefeld temporal 31.0 " + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f7c93d25", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ff2c32f0", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "612215d0", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/tabular_window_functions/window_functions_solution.ipynb b/exercises/tabular_window_functions/window_functions_solution.ipynb new file mode 100644 index 0000000..0f096a8 --- /dev/null +++ b/exercises/tabular_window_functions/window_functions_solution.ipynb @@ -0,0 +1,526 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "6f6aa857", + "metadata": {}, + "source": [ + "# Exercise: For each patcher, compute the average number of days they waited between experiments\n", + "\n", + "Here is how to proceed\n", + "1. Use a window function to compute the number of days that elapse between experiment (i.e., the distance between `date`), for each `patcher`. Add that as a new column, `'days from prev'`\n", + "2. Compute the average `'days from prev'` per patcher\n", + "\n", + "With your new awesome vectorization skills, it should take two lines!" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "8f9bc8b1", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "# Set some Pandas options: maximum number of rows/columns it's going to display\n", + "pd.set_option('display.max_rows', 1000)\n", + "pd.set_option('display.max_columns', 100)" + ] + }, + { + "cell_type": "markdown", + "id": "1be11d54", + "metadata": {}, + "source": [ + "# Load the neural data" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "8dfc3020", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('shuffled_QC_passed_2024-07-04_collected_v1.csv', parse_dates=['date'])" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "0430951e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        OPpatcherdateslicecell_chcell_IDdaytreatmenthrs_incubationrepatchhrs_after_OPRsRinresting_potentialmax_spikesRheobaseAP_heigthTHmax_depolmax_repolmembra_time_constant_taucapacitancecommentsrheo_rampAP_halfwidthRheobse_rampUnnamed: 27rheos_rampcommenthigh K concentrationRMP_from_chartissue_sourceareapatient_age
        0OP211209Verji2024-03-13S2821d10S2c8D1Ctrl0.0no13.29888914.470281166.878916-67.9626463450.083.190918-36.132812302.124023-72.63183620.75152.623120NaNNaN0.966102NaNNaNNaNNaNNaN15 mM-59.101382Bielefeldtemporal27.0
        1OP221024Verji2024-06-16S3422o24S3c4D1Ctrl0.0no23.96416711.521243137.820797-71.7895514150.093.322754-42.968750465.820312-83.74023414.85124.32417017NaN0.959995NaNNaNNaNNaNNaN8 mM-62.265689Bielefeldtemporal42.0
        2OP230810Verji2024-05-14S2523810S2c5D1TTX0.0no7.04305610.12063767.739416-70.62988347100.091.973877-37.817383415.771484-107.66601613.00228.65485810402.0134000.760052NaNNaNNaNNaNNaN8 mM-61.329228Mittetemporal63.0
        3OP230209Verji2024-04-27S2_D2323209S2_D2c3D2high K25.0no21.8483337.74550343.009610-68.37158231500.067.163086-29.284668212.036133-61.64550811.05215.78450530672.2024070.958735NaNNaNNaNNaNNaN8 mM-62.577472Bielefeldtemporal63.0
        4OP240321Verji2024-04-11S2424321S2c4D1Ctrl0.0no11.5302787.63294132.884808-52.45361321200.084.008789-36.785889403.442383-71.89941414.80695.7911058NaN1.063838324.520817NaNNaNNaNNaN8 mM-63.149769Bielefeldtemporal31.0
        \n", + "
        " + ], + "text/plain": [ + " OP patcher date slice cell_ch cell_ID day treatment \\\n", + "0 OP211209 Verji 2024-03-13 S2 8 21d10S2c8 D1 Ctrl \n", + "1 OP221024 Verji 2024-06-16 S3 4 22o24S3c4 D1 Ctrl \n", + "2 OP230810 Verji 2024-05-14 S2 5 23810S2c5 D1 TTX \n", + "3 OP230209 Verji 2024-04-27 S2_D2 3 23209S2_D2c3 D2 high K \n", + "4 OP240321 Verji 2024-04-11 S2 4 24321S2c4 D1 Ctrl \n", + "\n", + " hrs_incubation repatch hrs_after_OP Rs Rin \\\n", + "0 0.0 no 13.298889 14.470281 166.878916 \n", + "1 0.0 no 23.964167 11.521243 137.820797 \n", + "2 0.0 no 7.043056 10.120637 67.739416 \n", + "3 25.0 no 21.848333 7.745503 43.009610 \n", + "4 0.0 no 11.530278 7.632941 32.884808 \n", + "\n", + " resting_potential max_spikes Rheobase AP_heigth TH max_depol \\\n", + "0 -67.962646 34 50.0 83.190918 -36.132812 302.124023 \n", + "1 -71.789551 41 50.0 93.322754 -42.968750 465.820312 \n", + "2 -70.629883 47 100.0 91.973877 -37.817383 415.771484 \n", + "3 -68.371582 31 500.0 67.163086 -29.284668 212.036133 \n", + "4 -52.453613 21 200.0 84.008789 -36.785889 403.442383 \n", + "\n", + " max_repol membra_time_constant_tau capacitance comments rheo_ramp \\\n", + "0 -72.631836 20.75 152.623120 NaN NaN \n", + "1 -83.740234 14.85 124.324170 17 NaN \n", + "2 -107.666016 13.00 228.654858 10 402.013400 \n", + "3 -61.645508 11.05 215.784505 30 672.202407 \n", + "4 -71.899414 14.80 695.791105 8 NaN \n", + "\n", + " AP_halfwidth Rheobse_ramp Unnamed: 27 rheos_ramp comment \\\n", + "0 0.966102 NaN NaN NaN NaN NaN \n", + "1 0.959995 NaN NaN NaN NaN NaN \n", + "2 0.760052 NaN NaN NaN NaN NaN \n", + "3 0.958735 NaN NaN NaN NaN NaN \n", + "4 1.063838 324.520817 NaN NaN NaN NaN \n", + "\n", + " high K concentration RMP_from_char tissue_source area patient_age \n", + "0 15 mM -59.101382 Bielefeld temporal 27.0 \n", + "1 8 mM -62.265689 Bielefeld temporal 42.0 \n", + "2 8 mM -61.329228 Mitte temporal 63.0 \n", + "3 8 mM -62.577472 Bielefeld temporal 63.0 \n", + "4 8 mM -63.149769 Bielefeld temporal 31.0 " + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "id": "685a6b77", + "metadata": {}, + "outputs": [], + "source": [ + "df['days from prev'] = df['date'] - df.sort_values('date').groupby('patcher')['date'].shift()" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "75a262c6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        patcherdatedays from prev
        251Rosie2024-01-01NaT
        102Rosie2024-01-043 days
        355Rosie2024-01-040 days
        47Rosie2024-01-051 days
        477Rosie2024-01-050 days
        \n", + "
        " + ], + "text/plain": [ + " patcher date days from prev\n", + "251 Rosie 2024-01-01 NaT\n", + "102 Rosie 2024-01-04 3 days\n", + "355 Rosie 2024-01-04 0 days\n", + "47 Rosie 2024-01-05 1 days\n", + "477 Rosie 2024-01-05 0 days" + ] + }, + "execution_count": 68, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.sort_values(['patcher', 'date'])[['patcher', 'date', 'days from prev']].head()" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "dc9a1853", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "patcher\n", + "Rosie 1 days 05:45:15.789473684\n", + "Verji 0 days 10:53:42.269807280\n", + "Name: days from prev, dtype: timedelta64[ns]" + ] + }, + "execution_count": 74, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.groupby('patcher')['days from prev'].mean()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "de6ee1a8", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "61a39610", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d63a56b1", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/exercises/view_or_copy/.ipynb_checkpoints/view_or_copy_solution-checkpoint.ipynb b/exercises/view_or_copy/.ipynb_checkpoints/view_or_copy_solution-checkpoint.ipynb new file mode 100644 index 0000000..b38876a --- /dev/null +++ b/exercises/view_or_copy/.ipynb_checkpoints/view_or_copy_solution-checkpoint.ipynb @@ -0,0 +1,415 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "774cc021", + "metadata": {}, + "source": [ + "# Is it a view or a copy?\n", + "\n", + "- For every operations on the array `x`, decide whether it returns a view of `x`, or a copy\n", + "- If it's a view, derive the new values for the metadata (ndim, shape, strides)\n", + "- You can verify your answers with the function `print_info` defined below" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "4ccf18f3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 0 1 2 3]\n", + " [ 4 5 6 7]\n", + " [ 8 9 10 11]]\n", + "\n", + "Is it a view? False\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(3, 4)\n", + "strides\t(32, 8)\n", + " \n" + ] + } + ], + "source": [ + "import numpy as np\n", + "\n", + "\n", + "def is_view(a, x):\n", + " \"\"\" Is `a` a view of `x`? \"\"\"\n", + " return a.base is x\n", + "\n", + "\n", + "def print_info(a, x):\n", + " txt = f\"\"\"\n", + "Is it a view? {is_view(a, x)}\n", + "\n", + "dtype\\t{a.dtype}\n", + "ndim\\t{a.ndim}\n", + "shape\\t{a.shape}\n", + "strides\\t{a.strides}\n", + " \"\"\"\n", + " print(a)\n", + " print(txt)\n", + "\n", + "\n", + "x = np.arange(12).reshape(3, 4).copy()\n", + "print_info(x, x)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "b68308e8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 0 1 2 3]\n", + " [ 8 9 10 11]]\n", + "\n", + "Is it a view? True\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(2, 4)\n", + "strides\t(64, 8)\n", + " \n" + ] + } + ], + "source": [ + "y = x[::2, :]\n", + "print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "85feedb0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[4 5 6 7]\n", + "\n", + "Is it a view? True\n", + "\n", + "dtype\tint64\n", + "ndim\t1\n", + "shape\t(4,)\n", + "strides\t(8,)\n", + " \n" + ] + } + ], + "source": [ + "y = x[1, :]\n", + "print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "dbbb9a7f", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[4 5 6 7]\n", + "\n", + "Is it a view? True\n", + "\n", + "dtype\tint64\n", + "ndim\t1\n", + "shape\t(4,)\n", + "strides\t(8,)\n", + " \n" + ] + } + ], + "source": [ + "y = x[1]\n", + "print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "4957469c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[5 9 2]\n", + "\n", + "Is it a view? False\n", + "\n", + "dtype\tint64\n", + "ndim\t1\n", + "shape\t(3,)\n", + "strides\t(8,)\n", + " \n" + ] + } + ], + "source": [ + "y = x[[1, 2, 0], [1, 1, 2]]\n", + "print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "aa8effeb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 0 1 2 3]\n", + " [ 8 9 10 11]]\n", + "\n", + "Is it a view? False\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(2, 4)\n", + "strides\t(32, 8)\n", + " \n" + ] + } + ], + "source": [ + "# Get the first and third row\n", + "y = x[[0, 2], :]\n", + "print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "d1649515", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 0 1]\n", + " [ 2 3]\n", + " [ 4 5]\n", + " [ 6 7]\n", + " [ 8 9]\n", + " [10 11]]\n", + "\n", + "Is it a view? True\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(6, 2)\n", + "strides\t(16, 8)\n", + " \n" + ] + } + ], + "source": [ + "y = x.reshape((6, 2))\n", + "print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "id": "15b0d7ad", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[ 0 1 2 3 4 5 6 7 8 9 10 11]\n", + "\n", + "Is it a view? True\n", + "\n", + "dtype\tint64\n", + "ndim\t1\n", + "shape\t(12,)\n", + "strides\t(8,)\n", + " \n" + ] + } + ], + "source": [ + "y = x.ravel()\n", + "print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "38cc1ef3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[ 0 4 8 1 5 9 2 6 10 3 7 11]\n", + "\n", + "Is it a view? False\n", + "\n", + "dtype\tint64\n", + "ndim\t1\n", + "shape\t(12,)\n", + "strides\t(8,)\n", + " \n" + ] + } + ], + "source": [ + "y = x.T.ravel()\n", + "print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "b7d0cc63", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[ 1 3 5 7 9 11]\n", + "\n", + "Is it a view? False\n", + "\n", + "dtype\tint64\n", + "ndim\t1\n", + "shape\t(6,)\n", + "strides\t(8,)\n", + " \n" + ] + } + ], + "source": [ + "# Get all the odd elements\n", + "y = x[(x % 2) == 1]\n", + "print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "4474f8cf", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 2 3 4 5]\n", + " [ 6 7 8 9]\n", + " [10 11 12 13]]\n", + "\n", + "Is it a view? False\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(3, 4)\n", + "strides\t(32, 8)\n", + " \n" + ] + } + ], + "source": [ + "y = x + 2\n", + "print_info(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "866e842a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 0 1 2 3]\n", + " [ 4 5 6 7]\n", + " [ 8 9 10 11]]\n", + "\n", + "Is it a view? False\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(3, 4)\n", + "strides\t(32, 8)\n", + " \n" + ] + } + ], + "source": [ + "y = np.sort(x, axis=1)\n", + "print_info(y ,x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a074c89b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "320cfb50", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/.DS_Store b/notebooks/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..05193f2e2619c98cefa0e7a8b8e3b8732b5014cd GIT binary patch literal 6148 zcmeHKF;2rU6#a&@DzH?rFfilo2r%gTT`p4yJBMdr< zz};TfxFB?0&ksHHFZhFK<7#WTlRdWi?buE$neQ{Fy+kD{qtvKLb#SVq)dfb>$C}kc z9bw%{GtCbw*&~x&uPvaYC653=3vOv>%e5V7 zvjga8j1|HI6Dky_LWMqJ2o(;$t@}9|V}&Z5gd7>q(IX3eLJ@Lw_-)ypgrm^ZMggNh zT7g-0S>*j6|MMT6|I<`u+9-!8Y}_waC__-`?N~N= eD_%yChI=+QfR4skAv`eiBOqlkl~LeF6?g+Eal&r^ literal 0 HcmV?d00001 diff --git a/notebooks/.ipynb_checkpoints/notebook-1-sorting-examples-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/notebook-1-sorting-examples-checkpoint.ipynb new file mode 100644 index 0000000..39070d5 --- /dev/null +++ b/notebooks/.ipynb_checkpoints/notebook-1-sorting-examples-checkpoint.ipynb @@ -0,0 +1,386 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "8685ea3a", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "outputs": [], + "source": [ + "import numpy as np\n", + "import timeit\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "markdown", + "id": "048881d0", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "# Example: Find common words" + ] + }, + { + "cell_type": "markdown", + "id": "2464a282", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "Problem: given two lists of words, extract all the words that are in common" + ] + }, + { + "cell_type": "markdown", + "id": "71740eab", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "# Implementation with 2x for-loops" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f175c775", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "%%timeit\n", + "\n", + "scaling_factor = 1 #10, 100\n", + "\n", + "words1 = ['apple', 'orange', 'banana', 'melon', 'peach'] * scaling_factor\n", + "words2 = ['orange', 'kiwi', 'avocado', 'apple', 'banana'] * scaling_factor\n", + "\n", + "common_for = []\n", + "for w in words1:\n", + " if w in words2:\n", + " common_for.append(w) # 612 ns, 12.3 us, 928 us " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "affab857", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [], + "source": [ + "input_size = [1, 10, 100]\n", + "results_for_loop = [(612/10**9)/(612/10**9), (12.4 /10**6)/(612/10**9), (928/10**6)/(612/10**9)] # in seconds\n", + "\n", + "x = np.linspace(0,100,100)\n", + "fit1 = np.polyfit(input_size,results_for_loop,2)\n", + "eval1 = np.polyval(fit1, x)\n", + "\n", + "plt.plot(x,eval1,c = 'orange')\n", + "plt.scatter(input_size, results_for_loop, c = 'orange', s = 100, label = '2 for loops')\n", + "\n", + "plt.xlabel('input size')\n", + "plt.ylabel('processing time')\n", + "plt.yticks(results_for_loop, ['T', str(int((12.4 /10**6)/(513/10**9)))+ 'x T', str(int((928/10**6)/(513/10**9))) + 'x T'])\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2a61bf38", + "metadata": { + "slideshow": { + "slide_type": "skip" + } + }, + "outputs": [], + "source": [ + "print('Data increase 1x, 10x, 100x')\n", + "print('Time increase 513 ns, 12.4 µs, 928 µs')\n", + "print('time1, ~ 24x time1, ~ 1800x time1')" + ] + }, + { + "cell_type": "markdown", + "id": "38e47397", + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "source": [ + "What is the big-O complexity of this implementation? " + ] + }, + { + "cell_type": "markdown", + "id": "4118b38d", + "metadata": { + "slideshow": { + "slide_type": "skip" + } + }, + "source": [ + "n * n ~ O(n2)" + ] + }, + { + "cell_type": "markdown", + "id": "31cd0e74", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "# Implementation with sorted lists" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c13a24f4", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "%%timeit\n", + "scaling_factor = 100 #10, 100\n", + "words1 = ['apple', 'orange', 'banana', 'melon', 'peach'] * scaling_factor\n", + "words2 = ['orange', 'kiwi', 'avocado', 'apple', 'banana'] *scaling_factor\n", + "words1 = sorted(words1)\n", + "words2 = sorted(words2)\n", + "\n", + "common_sort_list = []\n", + "idx2 = 0\n", + "for w in words1:\n", + " while idx2 < len(words2) and words2[idx2] < w:\n", + " idx2 += 1\n", + " if idx2 >= len(words2):\n", + " break\n", + " if words2[idx2] == w:\n", + " common_sort_list.append(w) #1.94 ns, 17.3 us, 204 us" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f1e8fed2", + "metadata": { + "slideshow": { + "slide_type": "notes" + } + }, + "outputs": [], + "source": [ + "# 1.9 * 10**6\n", + "# 17.9 * 10**6\n", + "# 205 * 10**6" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8ce798ab", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [], + "source": [ + "input_size = [1, 10, 100]\n", + "results_sorted_lists = [(1.9 * 10**6)/(1.9 * 10**6), (17.9 * 10**6)/(1.9 * 10**6), (205 * 10**6)/(1.9 * 10**6)]\n", + "fit2 = np.polyfit(input_size, results_sorted_lists, 2)\n", + "eval2 = np.polyval(fit2, x)\n", + "plt.plot(x,eval1,c = 'orange')\n", + "plt.plot(x,eval2,c = 'pink')\n", + "plt.scatter(input_size, results_for_loop, c = 'orange', s = 100, label = '2 for loops')\n", + "plt.scatter(input_size, results_sorted_lists, c = 'pink', s = 100, label = 'sorted lists')\n", + "plt.xlabel('input size')\n", + "plt.ylabel('processing time')\n", + "plt.yticks(results_for_loop + results_sorted_lists[1:], ['T', str(int((12.4 /10**6)/(513/10**9)))+ 'x T', str(int((928/10**6)/(513/10**9))) + 'x T',\n", + " str(int((17.9 * 10**6)/(1.9 * 10**6)))+ 'x T', str(int((205 * 10**6)/(1.9 * 10**6))) + 'x T',])\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "id": "1da4c22f", + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "source": [ + "What is the big-O complexity of this implementation? " + ] + }, + { + "cell_type": "markdown", + "id": "4b068a1b", + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "source": [ + "2 * sorting + traversing two lists = 2*n log2 + 2*n ~ O(n * logn)" + ] + }, + { + "cell_type": "markdown", + "id": "13c96239", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "# Implementation with sets" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "61edb9f3", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "%%timeit\n", + "\n", + "scaling_factor = 1\n", + "\n", + "words1 = ['apple', 'orange', 'banana', 'melon', 'peach'] * scaling_factor\n", + "words2 = ['orange', 'kiwi', 'avocado', 'apple', 'banana'] *scaling_factor\n", + "\n", + "words2 = set(words2)\n", + "\n", + "common_sets = []\n", + "for w in words1:\n", + " if w in words2:\n", + " common_sets.append(w) # 630 ns, 3.13 us, 28.6 us" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c90d8e68", + "metadata": { + "slideshow": { + "slide_type": "notes" + } + }, + "outputs": [], + "source": [ + "# 630 * 10**9\n", + "# 3.13 * 10**6\n", + "# 28.6 * 10**6" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "236c132d", + "metadata": { + "scrolled": true, + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [], + "source": [ + "results_sets = [(630 * 10**9)/(630 * 10**9), (3.13 * 10**6)/(630 * 10**9), (28.6 * 10**6)/(630 * 10**9)]\n", + "fit3 = np.polyfit(input_size, results_sets, 2)\n", + "eval3 = np.polyval(fit3, x)\n", + "plt.plot(x,eval1,c = 'orange')\n", + "plt.plot(x,eval2,c = 'pink')\n", + "plt.plot(x, eval3, c = 'blue')\n", + "plt.scatter(input_size, results_for_loop, c = 'orange', s = 100, label = '2 for loops')\n", + "plt.scatter(input_size, results_sorted_lists, c = 'pink', s = 100, label = 'sorted lists')\n", + "plt.scatter(input_size, results_sets, c = 'blue', s = 100, label = 'sets')\n", + "plt.xlabel('input size')\n", + "plt.ylabel('processing time')\n", + "plt.yticks(results_for_loop + results_sorted_lists[1:], ['T', str(int((12.4 /10**6)/(513/10**9)))+ 'x T', str(int((928/10**6)/(513/10**9))) + 'x T', str(int((17.9 * 10**6)/(1.9 * 10**6)))+ 'x T', str(int((205 * 10**6)/(1.9 * 10**6))) + 'x T'])\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "c9780532", + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "source": [ + "What is the big-O complexity of this implementation? " + ] + }, + { + "cell_type": "markdown", + "id": "297bcd7d", + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "source": [ + "transforming one list to set + 1 for loop = 2 * n ~ O(n)\n", + "\n", + "It’s the exact same code as for lists, but now looking up an element in sets \u000b", + "(if w in words2) takes constant time!\n", + "How could you have known that set lookup is fast? Learning about data structures!" + ] + } + ], + "metadata": { + "celltoolbar": "Slideshow", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/.ipynb_checkpoints/notebook-2-numpy_SOLUTIONS-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/notebook-2-numpy_SOLUTIONS-checkpoint.ipynb new file mode 100644 index 0000000..13ce2b1 --- /dev/null +++ b/notebooks/.ipynb_checkpoints/notebook-2-numpy_SOLUTIONS-checkpoint.ipynb @@ -0,0 +1,1070 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "81bfa588", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "# Numpy arrays" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "87f078ef", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "import numpy as np" + ] + }, + { + "cell_type": "markdown", + "id": "4670f195", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "# Numpy arrays in memory (representation)\n", + "**reminder**" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "f006625e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[0 1 2]\n", + " [3 4 5]\n", + " [6 7 8]]\n" + ] + } + ], + "source": [ + "X = np.arange(0,9).reshape(3,3)\n", + "print(X)" + ] + }, + { + "cell_type": "markdown", + "id": "0dfd22f3", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "![memory_lists1](images/memory_layout_array3.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "08bf5b5e", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0, 1, 2, 3, 4, 5, 6, 7, 8])" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# flatten\n", + "X.ravel()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "45e1988e", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[0, 3, 6],\n", + " [1, 4, 7],\n", + " [2, 5, 8]])" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# transpose\n", + "X.T" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "0aab72b3", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[0, 2],\n", + " [6, 8]])" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# slice\n", + "X[::2, ::2]" + ] + }, + { + "cell_type": "markdown", + "id": "d9518a25", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "![numpy_meta](images/numpy_metadata.png)" + ] + }, + { + "cell_type": "markdown", + "id": "7d938ab8", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "![numpy_magic](images/numpy_views.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "5c8ad61e", + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "cecb3364", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "# Views and Copies: an important distinction!\n", + "\n", + "\n", + "**View**\n", + "\n", + "- accessing the array without changing the databuffer \n", + "- **regular indexing** and **slicing** give views\n", + "- *in-place* operations can be done in views\n", + "\n", + "\n", + "**Copy**\n", + "- when a new array is created by duplicating the data buffer as well as the array metadata\n", + "- **fancy indexing** give always copies\n", + "- a copy can be forced by method **.copy()**\n", + "\n", + "How to know? with ```base```" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "a169f158", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [], + "source": [ + "def is_view(a, x): #checks if the base of a is the same as the base of x\n", + " return a.base is x" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "23f95dca", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "a = [1 2 3 4 5 6]\n" + ] + } + ], + "source": [ + "a = np.arange(1,7)\n", + "print('a = ',a)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "c3150638", + "metadata": { + "lines_to_next_cell": 2, + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "a_slice = [3 4 5]\n", + "The base of a_slice is [1 2 3 4 5 6]\n", + "Is a_slice a view of a? True\n" + ] + } + ], + "source": [ + "# create slice of a and print its base\n", + "a_slice = a[2:5]\n", + "\n", + "print('a_slice = ', a_slice)\n", + "print('The base of a_slice is ', a_slice.base)\n", + "\n", + "print('Is a_slice a view of a?', is_view(a_slice, a))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "19d2ae59", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "a_copy = [[1 2 3]\n", + " [4 5 6]]\n", + "the base of a_copy None\n", + "a and a_copy have the same base False\n" + ] + } + ], + "source": [ + "# create a copy of a and print its base\n", + "\n", + "a_copy = np.reshape(a, (2,3)).copy()\n", + "\n", + "print('a_copy = ', a_copy)\n", + "print('the base of a_copy ', a_copy.base)\n", + "print('a and a_copy have the same base ', is_view(a_copy, a))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "c2e2e7ab", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[1 2 3]\n", + " [4 5 6]]\n", + "True\n", + "True\n", + "False\n" + ] + } + ], + "source": [ + "## ! DON'T understand\n", + "\n", + "# create a copy of a and print its base\n", + "a_2_3 = np.reshape(a, (2,3))\n", + "\n", + "b = np.reshape(a_2_3, (2,3))\n", + "print(b)\n", + "print(is_view(b, a))\n", + "print(is_view(a_2_3, a))\n", + "print(is_view(b, a_2_3)) #??????" + ] + }, + { + "cell_type": "markdown", + "id": "6446c6a7", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "As a copy is a different array in memory, modifiying it will *not* change the base array" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "728a2740", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "a [1 2 3 4 5 6]\n", + "a_copy [[ 1 2 3]\n", + " [ 4 666 6]]\n" + ] + } + ], + "source": [ + "a = np.arange(1, 7)\n", + "\n", + "# create a copy\n", + "a_copy = np.reshape(a, (2,3)).copy()\n", + "\n", + "a_copy[1,1] = 666\n", + "\n", + "print('a ', a)\n", + "print('a_copy ', a_copy)" + ] + }, + { + "cell_type": "markdown", + "id": "3978394b", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "# change an element in the copy, print original array\n" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "4763cc05", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "a [ 1 2 3 4 101 6]\n", + "a_view: [[ 1 2 3]\n", + " [ 4 101 6]]\n", + "a_view strides: (24, 8)\n", + "a_copy [[ 1. 2. 3. ]\n", + " [ 4. 666.44 6. ]]\n", + "a_copy strides: (24, 8)\n", + "a_copy base: None\n" + ] + } + ], + "source": [ + "a = np.arange(1, 7)\n", + "\n", + "# create a copy\n", + "a_copy = np.reshape(a, (2,3)).astype('float64')\n", + "a_view = np.reshape(a, (2,3))\n", + "\n", + "a_copy[1,1] = 666.44\n", + "a_view[1,1] = 101.6555 # the data type in the original array (int) stays the same \n", + "\n", + "print('a ', a)\n", + "print('a_view: ', a_view)\n", + "print('a_view strides: ', a_view.strides)\n", + "print('a_copy ', a_copy)\n", + "print('a_copy strides: ', a_view.strides)\n", + "print('a_copy base: ', a_copy.base)" + ] + }, + { + "cell_type": "markdown", + "id": "adaf1f45", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "The same operation with a *view*, however, will carry the change " + ] + }, + { + "cell_type": "markdown", + "id": "94fc8724", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "**Take-away**: you **do** need to know if you are using a **view** or a **copy**, particularly when you are operating on the array **in-place**" + ] + }, + { + "cell_type": "markdown", + "id": "512588d1", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### 1.2.1 Strides - why some indexing gives copies and others views?\n", + "\n", + "- how does numpy arrange data in memory? - When you create an array, numpy allocates certain memory that depends on the type you choose" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "f94ffd04", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[0 1 2]\n", + " [3 4 5]\n", + " [6 7 8]]\n" + ] + } + ], + "source": [ + "a = np.arange(9).reshape(3,3)\n", + "print(a)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "2f3e051a", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "8" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a.itemsize" + ] + }, + { + "cell_type": "markdown", + "id": "b141572c", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "source": [ + "In this example the array has 8 bytes allocated per item.\n", + "\n", + "Memory is *linear*, that means, the 2-D array will look in memory something like this (blue boxes) \n", + "\n", + "![linear_mem](images/memory_linear.png)\n", + "\n", + "However, the user 'sees' the array in 2D (green boxes).\n", + "\n", + "How does numpy accomplishes this? By defining ```strides```.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "f8dffd3a", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(24, 8)" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a.strides" + ] + }, + { + "cell_type": "markdown", + "id": "10883b65", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "source": [ + "Strides tell you by how many bytes you should move in memory when moving one step in that dimension.\n", + "\n", + "![strides](images/strides.png)\n", + "\n", + "To go from the first item in the first row to the first item in the second row, you need to move (3*8) 24 bytes. To move from the column-wise, you just need to move 8 bytes." + ] + }, + { + "cell_type": "markdown", + "id": "7be8064c", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "**Views** are created when you use other strides to read your data. Slicing and regular indexing allows that, as you know how many byte steps you need to take to get the data.\n", + "\n", + "**Fancy indexing** does not allow that, because the data you are asking **cannot** be obtained by just changing the strides. Thus, numpy need to make a **copy** of it in memory." + ] + }, + { + "cell_type": "markdown", + "id": "66a2711b", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "Now, you can change the strides of an array at will." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "541bb33c", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[0, 3, 6],\n", + " [1, 4, 7],\n", + " [2, 5, 8]])" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a.strides=(8,24)\n", + "a" + ] + }, + { + "cell_type": "markdown", + "id": "05a3e933", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + " But be careful! Changing the strides to something non-sensical will also **give you non-sense**. And numpy will not complain. " + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "8c20fea5", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "a.strides=(8, 9)" + ] + }, + { + "cell_type": "markdown", + "id": "e7bccdc1", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "# Exercises on indexing, views/copies\n" + ] + }, + { + "cell_type": "markdown", + "id": "694ed250", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### Exercise 1: indexing, dimensionality of the output, view or copy?\n", + "\n", + "Look at the following code examples and before running it, try to answer for each case: \\\n", + "(1) what is the dimensionality of v? \\\n", + "(2) is v a view or a copy?" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "cc625fdd", + "metadata": {}, + "outputs": [], + "source": [ + "x = np.arange(0,12).reshape(3,4)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "02319316", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[ 0, 1, 2, 3],\n", + " [ 8, 9, 10, 11]])" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x[::2, :] #dim, view or copy\n", + "\n", + "#is_view(x[::2, :], x.base)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "c3336d1e", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([4, 5, 6, 7])" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x[1, :]\n", + "\n", + "#is_view(x[1, :], x.base)" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "1c8449f8", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "False" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x[1]\n", + "\n", + "#is_view(x[1], x.base)" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "b635ea0e", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 0 1 2 3]\n", + " [ 4 5 6 7]\n", + " [ 8 9 10 11]]\n" + ] + }, + { + "data": { + "text/plain": [ + "array([5, 9, 2])" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "print(x)\n", + "x[[1, 2, 0], [1, 1, 2]]\n", + "\n", + "#is_view(x[[1, 2, 0], [1, 1, 2]], x.base)" + ] + }, + { + "cell_type": "markdown", + "id": "ab7c3609", + "metadata": {}, + "source": [ + "### Fancy indexing\n", + "\n", + "![fancy](images/fancy_indexing_lookup.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "1371c65a", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "False" + ] + }, + "execution_count": 61, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x[[0, 2], :]\n", + "\n", + "#is_view(x[[0, 2], :], x.base)" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "9db68cf6", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x.reshape((6, 2))\n", + "\n", + "#is_view(x.reshape((6, 2)), x.base)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9374de16", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "x.ravel()\n", + "\n", + "#is_view(x.ravel(), x.base)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4dce1b10", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "x.T.ravel()\n", + "\n", + "#is_view(x.T.ravel(), x.base)" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "fd4bd129", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(32, 8)" + ] + }, + "execution_count": 68, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x[(x % 2) == 1]\n", + "\n", + "#is_view(x[(x % 2) == 1], x.base)" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "id": "baf5b337", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "False" + ] + }, + "execution_count": 82, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "y = x + 2\n", + "\n", + "##### Is this because \n", + "\n", + "#is_view(y, x)" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "id": "a5e79e50", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "False" + ] + }, + "execution_count": 83, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "y = np.sort(x, axis=1)\n", + "\n", + "#is_view(y, x)" + ] + }, + { + "cell_type": "markdown", + "id": "08b9c593", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "# Sources + other resources\n", + "\n", + "\n", + "ASPP Bilbao 2022 - Lisa Schwetlick & Aina Frau-Pascual\n", + "https://github.com/ASPP/2022-bilbao-advanced-numpy\n", + "\n", + "\n", + "Scipy lecture notes, 2022.1\n", + "- Basic Numpy: http://scipy-lectures.org/intro/numpy/index.html\n", + "- Advanced Numpy: http://scipy-lectures.org/advanced/advanced_numpy/index.html\n", + "\n", + "Numpy chapter in \"Python Data Science Handbook\"\n", + "https://jakevdp.github.io/PythonDataScienceHandbook/02.00-introduction-to-numpy.html\n", + "\n", + "\n", + "\n", + "Further resources on strides: \n", + "- https://scipy-lectures.org/advanced/advanced_numpy/#indexing-scheme-strides\n", + "- https://ajcr.net/stride-guide-part-1/\n" + ] + } + ], + "metadata": { + "celltoolbar": "Slideshow", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + }, + "rise": { + "scroll": true + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/.ipynb_checkpoints/numpy_views_and_copies-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/numpy_views_and_copies-checkpoint.ipynb new file mode 100644 index 0000000..c785239 --- /dev/null +++ b/notebooks/.ipynb_checkpoints/numpy_views_and_copies-checkpoint.ipynb @@ -0,0 +1,693 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "20df51b1", + "metadata": {}, + "source": [ + "# NumPy views and copies\n", + "\n", + "- Operations that only require changing the metadata always do so, and return a **view**\n", + "- Operations that cannot be executed by changing the metadata create a new memory block, and return a **copy**" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "4ed67e38", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "\n", + "\n", + "def print_info(a):\n", + " \"\"\" Print the content of an array, and its metadata. \"\"\"\n", + " \n", + " txt = f\"\"\"\n", + "dtype\\t{a.dtype}\n", + "ndim\\t{a.ndim}\n", + "shape\\t{a.shape}\n", + "strides\\t{a.strides}\n", + " \"\"\"\n", + "\n", + " print(a)\n", + " print(txt)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "53bd92f9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 0 1 2 3]\n", + " [ 4 5 6 7]\n", + " [ 8 9 10 11]]\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(3, 4)\n", + "strides\t(32, 8)\n", + " \n" + ] + } + ], + "source": [ + "x = np.arange(12).reshape(3, 4).copy()\n", + "print_info(x)" + ] + }, + { + "cell_type": "markdown", + "id": "d2ee43d7", + "metadata": {}, + "source": [ + "# Views" + ] + }, + { + "cell_type": "markdown", + "id": "f4838e77", + "metadata": {}, + "source": [ + "Operations that only require changing the metadata always do so, and return a **view**" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "f1b82845", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 1 3]\n", + " [ 9 11]]\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(2, 2)\n", + "strides\t(64, 16)\n", + " \n" + ] + } + ], + "source": [ + "y = x[0::2, 1::2]\n", + "print_info(y)" + ] + }, + { + "cell_type": "markdown", + "id": "3199b45b", + "metadata": {}, + "source": [ + "A view shares the same memory block as the original array. \n", + "\n", + "CAREFUL: Modifying the view changes the original array and all an other views of that array as well!" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "28ea1c71", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 0 1 2 3 4 5 6 7 8 9 10 11]]\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(1, 12)\n", + "strides\t(96, 8)\n", + " \n" + ] + } + ], + "source": [ + "z = x.reshape(1, 12)\n", + "print_info(z)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "46822b5a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[101 103]\n", + " [109 111]]\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(2, 2)\n", + "strides\t(64, 16)\n", + " \n" + ] + } + ], + "source": [ + "y += 100\n", + "print_info(y)" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "ad9a7950", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 0 101 2 103]\n", + " [ 4 5 6 7]\n", + " [ 8 109 10 111]]\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(3, 4)\n", + "strides\t(32, 8)\n", + " \n", + "[[ 0 101 2 103 4 5 6 7 8 109 10 111]]\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(1, 12)\n", + "strides\t(96, 8)\n", + " \n" + ] + } + ], + "source": [ + "print_info(x)\n", + "print_info(z)" + ] + }, + { + "cell_type": "markdown", + "id": "4fc789c1", + "metadata": {}, + "source": [ + "Functions that take an array as an input should avoid modifying it in place! \n", + "\n", + "Always make a copy or be super extra clear in the docstring." + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "aa25ac4b", + "metadata": {}, + "outputs": [], + "source": [ + "def robust_log(a, cte=1e-10):\n", + " \"\"\" Returns the log of an array, avoiding troubles when a value is 0.\n", + " \n", + " Add a tiny constant to the values of `a` so that they are not 0. \n", + " `a` is expected to have non-negative values.\n", + " \"\"\"\n", + " a[a == 0] += cte\n", + " return np.log(a)\n", + " \n" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "471d9d6b", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_48764/1018405258.py:2: RuntimeWarning: divide by zero encountered in log\n", + " np.log(a)\n" + ] + }, + { + "data": { + "text/plain": [ + "array([[-1.2039728 , -4.60517019],\n", + " [ -inf, 0. ]])" + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a = np.array([[0.3, 0.01], [0, 1]])\n", + "np.log(a)" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "id": "6c05d356", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0. 1.]\n", + "\n", + "dtype\tfloat64\n", + "ndim\t1\n", + "shape\t(2,)\n", + "strides\t(8,)\n", + " \n" + ] + } + ], + "source": [ + "# This is a view of `a`\n", + "b = a[1, :]\n", + "print_info(b)" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "9d96fb61", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[ -1.2039728 , -4.60517019],\n", + " [-23.02585093, 0. ]])" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "robust_log(a)" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "id": "35d0327d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[3.e-01, 1.e-02],\n", + " [1.e-10, 1.e+00]])" + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "4a2b95c5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([1.e-10, 1.e+00])" + ] + }, + "execution_count": 61, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b" + ] + }, + { + "cell_type": "markdown", + "id": "fa8cf77a", + "metadata": {}, + "source": [ + "Better to make a copy!" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "c5359eac", + "metadata": {}, + "outputs": [], + "source": [ + "def robust_log(a, cte=1e-10):\n", + " \"\"\" Returns the log of an array, avoiding troubles when a value is 0.\n", + " \n", + " Add a tiny constant to the values of `a` so that they are not 0. \n", + " `a` is expected to have non-negative values.\n", + " \"\"\"\n", + " a = a.copy()\n", + " a[a == 0] += cte\n", + " return np.log(a)" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "id": "0bf9b2d5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[ -1.2039728 , -4.60517019],\n", + " [-23.02585093, 0. ]])" + ] + }, + "execution_count": 66, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a = np.array([[0.3, 0.01], [0, 1]])\n", + "b = a[1, :]\n", + "\n", + "robust_log(a)" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "895209ce", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[0.3 , 0.01],\n", + " [0. , 1. ]])" + ] + }, + "execution_count": 67, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "18004050", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0., 1.])" + ] + }, + "execution_count": 68, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b" + ] + }, + { + "cell_type": "markdown", + "id": "d664b462", + "metadata": {}, + "source": [ + "# Copies\n", + "\n", + "Operations that cannot be executed by changing the metadata create a new memory block, and return a **copy**" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "8c8f77e1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 0 1 2 3]\n", + " [ 4 5 6 7]\n", + " [ 8 9 10 11]]\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(3, 4)\n", + "strides\t(32, 8)\n", + " \n" + ] + } + ], + "source": [ + "x = np.arange(12).reshape(3, 4).copy()\n", + "print_info(x)" + ] + }, + { + "cell_type": "markdown", + "id": "716aec53", + "metadata": {}, + "source": [ + "Choosing row, columns, or individual elements of an array by giving explicitly their indices (a.k.a \"fancy indexing\") it's an operation that in general cannot be executed by changing the metadata alone.\n", + "\n", + "Therefore, **fancy indexing always returns a copy**." + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "id": "40fb1777", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[0 1]\n", + " [4 5]\n", + " [8 9]]\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(3, 2)\n", + "strides\t(8, 24)\n", + " \n" + ] + } + ], + "source": [ + "# Get the first and second column\n", + "y = x[:, [0, 1]]\n", + "print_info(y)" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "id": "b8ed81d5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[2000 2001]\n", + " [2004 2005]\n", + " [2008 2009]]\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(3, 2)\n", + "strides\t(8, 24)\n", + " \n", + "[[ 0 1 2 3]\n", + " [ 4 5 6 7]\n", + " [ 8 9 10 11]]\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(3, 4)\n", + "strides\t(32, 8)\n", + " \n" + ] + } + ], + "source": [ + "y += 1000\n", + "print_info(y)\n", + "# the original array is unchanged => not a view!\n", + "print_info(x)" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "id": "6c50e46e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[ 1 0 11]\n", + "\n", + "dtype\tint64\n", + "ndim\t1\n", + "shape\t(3,)\n", + "strides\t(8,)\n", + " \n" + ] + } + ], + "source": [ + "y = x[[0, 0, 2], [1, 0, 3]]\n", + "print_info(y)" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "id": "9d65a5c3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[1001 1000 1011]\n", + "\n", + "dtype\tint64\n", + "ndim\t1\n", + "shape\t(3,)\n", + "strides\t(8,)\n", + " \n", + "[[ 0 1 2 3]\n", + " [ 4 5 6 7]\n", + " [ 8 9 10 11]]\n", + "\n", + "dtype\tint64\n", + "ndim\t2\n", + "shape\t(3, 4)\n", + "strides\t(32, 8)\n", + " \n" + ] + } + ], + "source": [ + "y += 1000\n", + "print_info(y)\n", + "# the original array is unchanged => not a view!\n", + "print_info(x)" + ] + }, + { + "cell_type": "markdown", + "id": "5e76ea7a", + "metadata": {}, + "source": [ + "Any operation that computes new values also returns a copy." + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "id": "b8a3d44c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 0. 7.1 14.2 21.3]\n", + " [28.4 35.5 42.6 49.7]\n", + " [56.8 63.9 71. 78.1]]\n", + "\n", + "dtype\tfloat64\n", + "ndim\t2\n", + "shape\t(3, 4)\n", + "strides\t(32, 8)\n", + " \n" + ] + } + ], + "source": [ + "y = x * 7.1\n", + "print_info(y)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9e50edfd", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "022e7b98", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/.ipynb_checkpoints/when_copying_is_convenient-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/when_copying_is_convenient-checkpoint.ipynb new file mode 100644 index 0000000..363fcab --- /dev/null +++ b/notebooks/.ipynb_checkpoints/when_copying_is_convenient-checkpoint.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/.ipynb_checkpoints/which_data_structure_intro-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/which_data_structure_intro-checkpoint.ipynb new file mode 100644 index 0000000..38856a6 --- /dev/null +++ b/notebooks/.ipynb_checkpoints/which_data_structure_intro-checkpoint.ipynb @@ -0,0 +1,103 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "3ae332a0", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "aa7bbab6", + "metadata": { + "scrolled": false + }, + "outputs": [], + "source": [ + "sound_data = np.random.rand(100)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "626eafc7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.66709183, 0.55973494, 0.95416669, 0.60810949, 0.05188879,\n", + " 0.58619063, 0.25555136, 0.72451477, 0.2646681 , 0.08694215,\n", + " 0.75592186, 0.67261696, 0.62847452, 0.06232598, 0.20549438,\n", + " 0.11718457, 0.25184725, 0.48625729, 0.8103058 , 0.18100915,\n", + " 0.81113341, 0.62055231, 0.9046905 , 0.56664205, 0.73235338,\n", + " 0.74382869, 0.64856368, 0.80644398, 0.46199345, 0.78516632,\n", + " 0.91298397, 0.48290914, 0.20847714, 0.99162659, 0.26374781,\n", + " 0.3602381 , 0.07173351, 0.8584085 , 0.32248766, 0.39167573,\n", + " 0.67944923, 0.00930429, 0.21714217, 0.58810089, 0.17668711,\n", + " 0.57444803, 0.25760187, 0.43785728, 0.39119371, 0.68268063,\n", + " 0.95954499, 0.45934239, 0.03616905, 0.23896063, 0.61872801,\n", + " 0.76332531, 0.96272817, 0.57169277, 0.50225193, 0.01361629,\n", + " 0.15357459, 0.8057233 , 0.0642748 , 0.95013941, 0.38712684,\n", + " 0.97231498, 0.20261775, 0.74184693, 0.26629893, 0.84672705,\n", + " 0.67662718, 0.96055977, 0.64942314, 0.66487937, 0.86867536,\n", + " 0.40815661, 0.1139344 , 0.95638066, 0.87436447, 0.18407227,\n", + " 0.64457074, 0.19233097, 0.24012179, 0.90399279, 0.39093908,\n", + " 0.26389161, 0.97537645, 0.14209784, 0.75261696, 0.10078122,\n", + " 0.87468408, 0.77990102, 0.92983283, 0.45841805, 0.61470669,\n", + " 0.87939755, 0.09266009, 0.41177209, 0.46973971, 0.43152144])" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sound_data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ef55bee9", + "metadata": {}, + "outputs": [], + "source": [ + "synonyms = {\n", + " 'hot': ['blazing', 'boiling', 'heated'],\n", + " 'airplane': ['aircraft', 'airliner', \n", + " 'cab', 'jet', 'plane'],\n", + " 'beach': ['coast', 'shore', 'waterfront'],\n", + " # ...\n", + "}" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/010_data_structures/.DS_Store b/notebooks/010_data_structures/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..5008ddfcf53c02e82d7eee2e57c38e5672ef89f6 GIT binary patch literal 6148 zcmeH~Jr2S!425mzP>H1@V-^m;4Wg<&0T*E43hX&L&p$$qDprKhvt+--jT7}7np#A3 zem<@ulZcFPQ@L2!n>{z**++&mCkOWA81W14cNZlEfg7;MkzE(HCqgga^y>{tEnwC%0;vJ&^%eQ zLs35+`xjp>T0" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def two_loops(words1, words2):\n", + " common = []\n", + " for w in words1:\n", + " if w in words2:\n", + " common.append(w)\n", + " return common\n", + "\n", + "\n", + "words1 = ['apple', 'orange', 'banana', 'melon', 'peach']\n", + "words2 = ['orange', 'kiwi', 'avocado', 'apple', 'banana']\n", + "multipliers, timing = measure_time_increase(two_loops, words1, words2)\n", + "\n", + "results['Two loops'] = (multipliers, timing)\n", + "with plot_style(figsize=(6, 6), ticklabelsize=16, labelsize=22):\n", + " plot_time_increase(*results['Two loops'], ax=None, color='tab:blue', ls='-')\n", + " plt.legend(['Two loops', 'Sorted lists', 'Sets'], \n", + " title=None, fontsize=18, loc='center left', \n", + " bbox_to_anchor=(1, 0.5), frameon=False)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "944f65b2", + "metadata": {}, + "outputs": [], + "source": [ + "common = []\n", + "for w in words1: # O(N)\n", + " if w in words2: # O(N)\n", + " common.append(w) # O(1)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 169, + "id": "68088136", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
        " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def sorted_lists(words1, words2):\n", + " words1 = sorted(words1)\n", + " words2 = sorted(words2)\n", + "\n", + " common = []\n", + " idx2 = 0\n", + " for w in words1:\n", + " while idx2 < len(words2) and words2[idx2] < w:\n", + " idx2 += 1\n", + "\n", + " if idx2 >= len(words2):\n", + " break\n", + "\n", + " if words2[idx2] == w:\n", + " common.append(w)\n", + " \n", + " return common\n", + "\n", + "words1 = ['apple', 'orange', 'banana', 'melon', 'peach']\n", + "words2 = ['orange', 'kiwi', 'avocado', 'apple', 'banana']\n", + "multipliers, timing = measure_time_increase(sorted_lists, words1, words2)\n", + "\n", + "results['Sorted lists'] = (multipliers, timing)\n", + "with plot_style(figsize=(6, 6), ticklabelsize=16, labelsize=22):\n", + " plot_time_increase(*results['Two loops'], ax=None, color='tab:blue', ls='-')\n", + " plot_time_increase(*results['Sorted lists'], ax=None, color='tab:orange', ls='-')\n", + " plt.legend(['Two loops', 'Sorted lists', 'Sets'], \n", + " title=None, fontsize=18, loc='center left', \n", + " bbox_to_anchor=(1, 0.5), frameon=False)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "13625669", + "metadata": {}, + "outputs": [], + "source": [ + "words1 = sorted(words1) # O(N * log(N))\n", + "words2 = sorted(words2) # O(N * log(N))\n", + "\n", + "common = []\n", + "idx2 = 0\n", + "for w in words1: # O(N)\n", + " while idx2 < len(words2) and words2[idx2] < w: # O(N) in total\n", + " idx2 += 1\n", + "\n", + " if idx2 >= len(words2): # O(1)\n", + " break\n", + "\n", + " if words2[idx2] == w: # O(1)\n", + " common.append(w)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 196, + "id": "d7a6a1be", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
        " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def sets(words1, words2):\n", + " words2 = set(words2)\n", + "\n", + " common = []\n", + " for w in words1:\n", + " if w in words2:\n", + " common.append(w)\n", + "\n", + " return common\n", + "\n", + "\n", + "words1 = ['apple', 'orange', 'banana', 'melon', 'peach']\n", + "words2 = ['orange', 'kiwi', 'avocado', 'apple', 'banana']\n", + "multipliers, timing = measure_time_increase(sets, words1, words2)\n", + "\n", + "results['Sets'] = (multipliers, timing)\n", + "with plot_style(figsize=(6, 6), ticklabelsize=16, labelsize=22):\n", + " plot_time_increase(*results['Two loops'], ax=None, color='tab:blue', ls='-')\n", + " plot_time_increase(*results['Sorted lists'], ax=None, color='tab:orange', ls='-')\n", + " plot_time_increase(*results['Sets'], ax=None, color='tab:green', ls='-')\n", + " plt.legend(['Two loops', 'Sorted lists', 'Sets'], \n", + " title=None, fontsize=18, loc='center left', \n", + " bbox_to_anchor=(0.05, 0.85), frameon=True, facecolor='white', framealpha=0.8, edgecolor='white')\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ca3700a5", + "metadata": {}, + "outputs": [], + "source": [ + "words2 = set(words2) # O(N)\n", + "\n", + "common = []\n", + "for w in words1: # O(N)\n", + " if w in words2: # O(1)\n", + " common.append(w) # O(1)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "93c8e164", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 172, + "id": "2c760f1c", + "metadata": {}, + "outputs": [], + "source": [ + "words1 = ['apple', 'orange', 'banana', 'melon', 'peach']\n", + "words2 = ['orange', 'kiwi', 'avocado', 'apple', 'banana']\n", + "multipliers, timing = measure_time_increase(two_loops, words1, words2, z=0.6)\n", + "\n", + "results['Two loops (fast)'] = (multipliers, timing)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 197, + "id": "57cff0ad", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
        " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with plot_style(figsize=(6, 6), ticklabelsize=16, labelsize=22):\n", + " plot_time_increase(*results['Two loops'], ax=None, color='tab:blue', ls='-')\n", + " plot_time_increase(*results['Sorted lists'], ax=None, color='tab:orange', ls='-')\n", + " plot_time_increase(*results['Sets'], ax=None, color='tab:green', ls='-')\n", + " plot_time_increase(*results['Two loops (fast)'], ax=None, color='tab:blue', ls='--')\n", + " plt.legend(['Two loops', 'Sorted lists', 'Sets'], \n", + " title=None, fontsize=18, loc='center left', \n", + " bbox_to_anchor=(0.05, 0.85), frameon=True, facecolor='white', framealpha=0.8, edgecolor='white')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 182, + "id": "0496ee17", + "metadata": {}, + "outputs": [], + "source": [ + "words1 = ['apple', 'orange', 'banana', 'melon', 'peach']\n", + "words2 = ['orange', 'kiwi', 'avocado', 'apple', 'banana']\n", + "results_longer = {}\n", + "max_mult = 40\n", + "results_longer['Two loops'] = measure_time_increase(two_loops, words1, words2, max_mult=max_mult)\n", + "results_longer['Two loops (fast)'] = measure_time_increase(two_loops, words1, words2, z=0.6, max_mult=max_mult)\n", + "results_longer['Sorted lists'] = measure_time_increase(sorted_lists, words1, words2, max_mult=max_mult)\n", + "results_longer['Sets'] = measure_time_increase(sets, words1, words2, max_mult=max_mult)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 201, + "id": "de3857e9", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
        " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with plot_style(figsize=(6, 6), ticklabelsize=16, labelsize=22):\n", + " plot_time_increase(*results_longer['Two loops'], ax=None, color='tab:blue', ls='-')\n", + " plot_time_increase(*results_longer['Sorted lists'], ax=None, color='tab:orange', ls='-')\n", + " plot_time_increase(*results_longer['Sets'], ax=None, color='tab:green', ls='-')\n", + " plot_time_increase(*results_longer['Two loops (fast)'], ax=None, color='tab:blue', ls='--')\n", + " plt.legend(['Two loops', 'Sorted lists', 'Sets'], \n", + " title=None, fontsize=18, loc='center left', \n", + " bbox_to_anchor=(0.05, 0.85), frameon=True, facecolor='white', framealpha=0.8, edgecolor='white')\n", + " plt.ylim(0, 0.2)\n", + " plt.xticks(list(range(1, max_mult + 2, 4)))" + ] + }, + { + "cell_type": "code", + "execution_count": 203, + "id": "b512aa6d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
        " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with plot_style(figsize=(12, 6), ticklabelsize=16, labelsize=22):\n", + " plot_time_increase(*results_longer['Two loops'], ax=None, color='tab:blue', ls='-')\n", + " plot_time_increase(*results_longer['Sorted lists'], ax=None, color='tab:orange', ls='-')\n", + " plot_time_increase(*results_longer['Sets'], ax=None, color='tab:green', ls='-')\n", + " plot_time_increase(*results_longer['Two loops (fast)'], ax=None, color='tab:blue', ls='--')\n", + " plt.legend(['Two loops', 'Sorted lists', 'Sets'], \n", + " title=None, fontsize=18, loc='center left', \n", + " bbox_to_anchor=(0.05, 0.85), frameon=True, facecolor='white', framealpha=0.8, edgecolor='white')\n", + " plt.ylim(0, 0.2)\n", + " plt.xticks(list(range(1, max_mult + 2, 2)))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0263826e", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/020_numpy/.DS_Store b/notebooks/020_numpy/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..bb0ba71a7a729ed7f7b9c7331c16c003e000f424 GIT binary patch literal 6148 zcmeHKyH3ME5S&Y*D2OJaqI5}xlpY}ynUX3E9pD5dh&Z+c6m8a{*%Ar*hY?Cr_e zm`D)?Ahav(&3PZbyRqf<0&wGp*$5Z{7*GW}I~=|c@r$;k6D;C%{vIo&xWE((T(_dl z@D~}7XSat#+@QcC>d$YATiSAZR=CIAaz2_&^Q@>HVynC?Pm*+*r_38X_YdCAj$Tf- zT{FvP-_9)-t^M|SmJC;z^X+V&r@NMSx#6$x`{{Un{;K=_6!WpaO)-sq^lI$c)EF=Z zjDg={fHhlWu&ZdJF<=ZB0~G`EeTb-nallg1e>yn$7Jyj&*l;ergycj4w6?p(wG literal 0 HcmV?d00001 diff --git a/notebooks/020_numpy/001_numpy_views_and_copies.ipynb b/notebooks/020_numpy/001_numpy_views_and_copies.ipynb new file mode 100644 index 0000000..13ccfe6 --- /dev/null +++ b/notebooks/020_numpy/001_numpy_views_and_copies.ipynb @@ -0,0 +1,452 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "86b10564", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "outputs": [], + "source": [ + "import numpy as np\n", + "\n", + "def print_info(a):\n", + " \"\"\" Print the content of an array, and its metadata. \"\"\"\n", + " \n", + " txt = f\"\"\"\n", + "dtype\\t{a.dtype}\n", + "ndim\\t{a.ndim}\n", + "shape\\t{a.shape}\n", + "strides\\t{a.strides}\n", + " \"\"\"\n", + "\n", + " print(a)\n", + " print(txt)" + ] + }, + { + "cell_type": "markdown", + "id": "a5bbf650", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "# NumPy views and copies\n", + "\n", + "- Operations that only require changing the metadata always do so, and return a **view**\n", + "- Operations that cannot be executed by changing the metadata create a new memory block, and return a **copy**" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "53bd92f9", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "x = np.arange(12).reshape(3, 4).copy()\n", + "print_info(x)" + ] + }, + { + "cell_type": "markdown", + "id": "d2ee43d7", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "# Views" + ] + }, + { + "cell_type": "markdown", + "id": "f4838e77", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "Operations that only require changing the metadata always do so, and return a **view**" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f1b82845", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "# slice\n", + "y = x[0::2, 1::2]\n", + "print_info(y)" + ] + }, + { + "cell_type": "markdown", + "id": "3199b45b", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "A view shares the same memory block as the original array. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "28ea1c71", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "z = x.reshape(1, 12)\n", + "print_info(z)" + ] + }, + { + "cell_type": "markdown", + "id": "d88fbf5d", + "metadata": {}, + "source": [ + "CAREFUL: Modifying the view **changes the original array** and all other views of that array as well!" + ] + }, + { + "cell_type": "markdown", + "id": "7f35dcc3", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "##### in place operations" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "46822b5a", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [], + "source": [ + "y += 100\n", + "print_info(y)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ad9a7950", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [], + "source": [ + "print_info(x)\n", + "print_info(z)" + ] + }, + { + "cell_type": "markdown", + "id": "4fc789c1", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "Functions that take an array as an input should **avoid modifying it in place!***\n", + "\n", + "Always make a copy or be super extra clear in the docstring." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "aa25ac4b", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "def robust_log(x, cte=1e-10):\n", + " \"\"\" Returns the log of an array, deals with values that are 0.\n", + "\n", + " `x` is expected to have non-negative values.\n", + " \"\"\"\n", + " x[x == 0] += cte\n", + " return np.log(x)\n", + " \n", + "# this is not being very clear" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "471d9d6b", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [], + "source": [ + "a = np.array([[0.3, 0.01], [0, 1]])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6c05d356", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "# This is a view of `a`\n", + "b = a[1, :]\n", + "print_info(b)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9d96fb61", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "# what is the output?\n", + "robust_log(a)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "35d0327d", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "# what is the output?\n", + "b # what about b??" + ] + }, + { + "cell_type": "markdown", + "id": "fa8cf77a", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "Better to make a copy!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c5359eac", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "def robust_log(x, cte=1e-10):\n", + " \"\"\" Returns the log of an array, deals with values that are 0.\n", + "\n", + " `x` is expected to have non-negative values.\n", + " \"\"\"\n", + " x = x.copy()\n", + " x[x == 0] += cte\n", + " return np.log(x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0bf9b2d5", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "a = np.array([[0.3, 0.01], [0, 1]])\n", + "b = a[1, :]\n", + "\n", + "#robust_sqrt(a)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "895209ce", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "a # what is the output? \n", + "# b" + ] + }, + { + "cell_type": "markdown", + "id": "d664b462", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "# Copies\n", + "\n", + "- Operations that cannot be executed by changing the metadata create a new memory block, and return a **copy**\n", + "\n", + "- How to find out view or copy?" + ] + }, + { + "cell_type": "markdown", + "id": "716aec53", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "source": [ + "Choosing row, columns, or individual elements of an array by giving explicitly their indices (a.k.a \"fancy indexing\") it's an operation that in general cannot be executed by changing the metadata alone.\n", + "\n", + "Therefore, **fancy indexing always returns a copy**." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "fbcf3100", + "metadata": {}, + "outputs": [], + "source": [ + "x = np.arange(12).reshape(3, 4).copy()\n", + "print_info(x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6c50e46e", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "outputs": [], + "source": [ + "#print(x)\n", + "z = x[[0, 0, 2], [1, 0, 3]]\n", + "# Can you guess what's z equal to?\n", + "\n", + "print_info(z)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9d65a5c3", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "outputs": [], + "source": [ + "z += 1000\n", + "print_info(z)\n", + "\n", + "# the original array is unchanged => not a view!\n", + "print_info(x)" + ] + }, + { + "cell_type": "markdown", + "id": "25aa99a4", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "source": [ + "**Views** are created, when you use other strides to read your data. Slicing and regular indexing allows that, as you know how many byte steps you need to take to get the data.\n", + "\n", + "**Fancy indexing** does not allow that, because the data you are asking **cannot** be obtained by just changing the strides. Thus, numpy needs to create a **copy** of it in memory." + ] + } + ], + "metadata": { + "celltoolbar": "Slideshow", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/020_numpy/if_time_002_broadcasting.ipynb b/notebooks/020_numpy/if_time_002_broadcasting.ipynb new file mode 100644 index 0000000..677364d --- /dev/null +++ b/notebooks/020_numpy/if_time_002_broadcasting.ipynb @@ -0,0 +1,1336 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "id": "282817dd", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:08:23.900532Z", + "start_time": "2023-06-27T20:08:22.963157Z" + }, + "slideshow": { + "slide_type": "skip" + } + }, + "outputs": [], + "source": [ + "import numpy as np\n", + "\n", + "def print_info(a):\n", + " \"\"\" Print the content of an array, and its metadata. \"\"\"\n", + " \n", + " txt = f\"\"\"\n", + "dtype\\t{a.dtype}\n", + "ndim\\t{a.ndim}\n", + "shape\\t{a.shape}\n", + "strides\\t{a.strides}\n", + " \"\"\"\n", + "\n", + " print(a)\n", + " print(txt)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "3fbf8e4a", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:08:26.353134Z", + "start_time": "2023-06-27T20:08:26.089698Z" + }, + "slideshow": { + "slide_type": "slide" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[2, 4, 6],\n", + " [2, 4, 6]])" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a = np.array([1, 2, 3])\n", + "b = np.array([[1, 2, 3], [1, 2, 3]])\n", + "a + b" + ] + }, + { + "cell_type": "markdown", + "id": "7f116ff0", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "## Broadcasting\n", + ">The term broadcasting describes how NumPy treats arrays with different shapes during arithmetic operations" + ] + }, + { + "cell_type": "markdown", + "id": "f3d30c66", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Array operations" + ] + }, + { + "cell_type": "markdown", + "id": "be283ee9", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "> NumPy operations are usually done on pairs of arrays on an element-by-element basis. Arrays of the same size are added element by element" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "f272c2e6", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:08:36.530322Z", + "start_time": "2023-06-27T20:08:36.521998Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0 2 4 6]\n", + "[1 3 5 7]\n" + ] + } + ], + "source": [ + "x = np.array([0, 2, 4, 6])\n", + "y = np.array([1, 3, 5, 7])\n", + "print(x)\n", + "print(y)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "96b821a8", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:08:37.005874Z", + "start_time": "2023-06-27T20:08:36.985938Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 1, 5, 9, 13])" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x + y" + ] + }, + { + "cell_type": "markdown", + "id": "d1c4aa4a", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "in numpy, we can just as easily add a scalar to x" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "5a475ee0", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:08:39.241200Z", + "start_time": "2023-06-27T20:08:39.233969Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0 2 4 6]\n" + ] + } + ], + "source": [ + "print(x)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "c609b563", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:08:39.802413Z", + "start_time": "2023-06-27T20:08:39.793716Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([3, 5, 7, 9])" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x + 3 # why added to the full array and not just to the first element? --> broadcasting" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "782d1a33", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:08:42.052098Z", + "start_time": "2023-06-27T20:08:42.042180Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Inefficient [3 5 7 9]\n", + "\n", + "Inefficient [3 5 7 9]\n" + ] + } + ], + "source": [ + "# Alterenative \n", + "# that no one does, hopefully\n", + "# Make a new copy of array\n", + "# Loop through array and add 3\n", + "newx = x.copy()\n", + "for i in np.arange(x.size):\n", + " newx[i] = newx[i] + 3\n", + "print('Inefficient', newx)\n", + "\n", + "print()\n", + "\n", + "# Stretch out 3 to the same shape of array\n", + "# Add x + 3\n", + "new3 = [3, 3, 3, 3]\n", + "x = x + new3\n", + "print('Inefficient', x)" + ] + }, + { + "cell_type": "markdown", + "id": "85c8fa78", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-26T16:39:13.224713Z", + "start_time": "2023-06-26T16:39:13.213500Z" + }, + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Broadcasting\n", + "\n", + "We can think of broadcasting as an operation that stretches or duplicates the value 3 into the array [3, 3, 3, 3], and adds the results. \n", + "\n", + "The code in the first example is more efficient than that in the first because broadcasting moves less memory around during the addition (3 is a scalar rather than an array)" + ] + }, + { + "cell_type": "markdown", + "id": "ea75d6f8", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "![broadcast_1D.png](images/broadcast_1D.png)" + ] + }, + { + "cell_type": "markdown", + "id": "8cef6a65", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## 2D broadcasting" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "88403cf2", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:08:49.074246Z", + "start_time": "2023-06-27T20:08:49.065491Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[1 2 3]\n", + "\n", + "[[4 5 6]\n", + " [7 8 9]]\n" + ] + } + ], + "source": [ + "a = np.array([1, 2, 3]) \n", + "b = np.array([[4, 5, 6], [7, 8, 9]])\n", + "\n", + "print(a)\n", + "print('')\n", + "print(b)" + ] + }, + { + "cell_type": "markdown", + "id": "2fa45377", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "Adding 'a' to each row of 'b'" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "e1bdb80f", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:08:54.384721Z", + "start_time": "2023-06-27T20:08:54.370392Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[ 5, 7, 9],\n", + " [ 8, 10, 12]])" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a + b" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "88c2ac1b", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:08:54.837311Z", + "start_time": "2023-06-27T20:08:54.826312Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "# I don't need to loop through each row of b and add a\n", + "print('Inefficient')\n", + "for i in b:\n", + " print(i + a)\n", + "\n", + "print()\n", + "\n", + "print('Inefficient')\n", + "#Or repeat a to match the dimensions of b\n", + "newa = np.array([[1, 2, 3], [1, 2, 3]])\n", + "newa = np.tile(a, (2, 1))\n", + "print(newa+b)" + ] + }, + { + "cell_type": "markdown", + "id": "f0405c0e", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "The advantage of NumPy's broadcasting is that this duplication of values **does not actually take place**, but it is a useful mental model as we think about broadcasting." + ] + }, + { + "cell_type": "markdown", + "id": "e503116b", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Why does understanding broadcasting matter?\n", + "+ Efficient element-wise operations with numpy\n", + "+ Simplifies code\n", + "+ Flexibly manipulate data\n", + "+ Understand broadcasting errors" + ] + }, + { + "cell_type": "markdown", + "id": "bd0c6d0f", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "Three rules of Broadcasting\n", + "\n", + "When operating on two arrays, NumPy compares their shapes." + ] + }, + { + "cell_type": "markdown", + "id": "4a4810e6", + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "source": [ + "Rule 1: If the two arrays differ in their number of dimensions, the shape of the one with fewer dimensions is padded with ones on its leading LEFT side : **Pad**\n", + "\n", + "Rule 2: If the shape of the two arrays does not match in any dimension, the array with shape equal to 1 in that dimension is stretched to match the other shape : **Stretch**\n", + "\n", + "Rule 3: If in any dimension the sizes disagree and neither is equal to 1, an error is raised : **Check**" + ] + }, + { + "cell_type": "markdown", + "id": "30bb103b", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + " Pad, Stretch, Check " + ] + }, + { + "cell_type": "markdown", + "id": "c65b5dcf", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Broadcasting example 1" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b37486ef", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:16:55.153853Z", + "start_time": "2023-06-27T20:16:55.144099Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "a = np.array([1, 2, 3])\n", + "b = np.array([[4, 5, 6], [7, 8, 9]])\n", + "\n", + "print(a)\n", + "print('')\n", + "print(b)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1d948492", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:16:55.456925Z", + "start_time": "2023-06-27T20:16:55.448580Z" + } + }, + "outputs": [], + "source": [ + "print(a.shape)\n", + "print()\n", + "print(b.shape)" + ] + }, + { + "cell_type": "markdown", + "id": "cd4286d9", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "### Rule 1: Pad\n", + "\n", + ">If the two arrays differ in their number of dimensions, the shape of the one with fewer dimensions is padded with ones on its leading (left) side" + ] + }, + { + "cell_type": "markdown", + "id": "7e69836a", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "We see by rule 1 that the array a has fewer dimensions, so we pad it on the left with ones:\n", + "\n", + "a.shape -> (1, 3)\n", + "\n", + "b.shape -> (2, 3)" + ] + }, + { + "cell_type": "markdown", + "id": "e5219f11", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "### Rule 2: Stretch\n", + "\n", + "> If the shape of the two arrays does not match in any dimension, the array with shape equal to 1 in that dimension is stretched or \"broadcast\" to match the other shape.\n" + ] + }, + { + "cell_type": "markdown", + "id": "f434a4d9", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "By rule 2, we now see that the first dimension disagrees, so we stretch this dimension in a to match:\n", + "\n", + "a.shape -> (2, 3)\n", + "\n", + "b.shape -> (2, 3)\n", + "\n", + "The shapes match, and we see that the final shape will be (2, 3)" + ] + }, + { + "cell_type": "markdown", + "id": "2fac50f0", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "### Rule 3: Check\n", + "\n", + "> If in any dimension the sizes disagree and neither is equal to 1, an error is raised : Check" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3545ef93", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:13:25.685732Z", + "start_time": "2023-06-27T20:13:25.675680Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "(a+b).shape" + ] + }, + { + "cell_type": "markdown", + "id": "a718ef31", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Broadcasting example 2" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "be17841c", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:29:24.820033Z", + "start_time": "2023-06-27T20:29:24.813695Z" + } + }, + "outputs": [], + "source": [ + "a = np.arange(3)\n", + "b = np.arange(4).reshape(4, 1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "419709a9", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:29:25.101341Z", + "start_time": "2023-06-27T20:29:25.094246Z" + } + }, + "outputs": [], + "source": [ + "print(a.shape)\n", + "print()\n", + "print(b.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a583f31c", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:29:25.391210Z", + "start_time": "2023-06-27T20:29:25.381999Z" + } + }, + "outputs": [], + "source": [ + "(a+b).shape" + ] + }, + { + "cell_type": "markdown", + "id": "53603d10", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Broadcasting example 3" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "1001798b", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:29:26.282334Z", + "start_time": "2023-06-27T20:29:26.276961Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "a = np.ones((3, 2))\n", + "b = np.array([4, 5, 6])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "6969597a", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:29:26.524280Z", + "start_time": "2023-06-27T20:29:26.514221Z" + }, + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(3, 2)\n", + "\n", + "(3,)\n" + ] + } + ], + "source": [ + "print(a.shape)\n", + "print()\n", + "print(b.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "adabdf3d", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:29:27.021351Z", + "start_time": "2023-06-27T20:29:27.006776Z" + }, + "slideshow": { + "slide_type": "-" + }, + "tags": [ + "raises-exception" + ] + }, + "outputs": [ + { + "ename": "ValueError", + "evalue": "operands could not be broadcast together with shapes (3,2) (3,) ", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[14], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m (\u001b[43ma\u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43mb\u001b[49m)\u001b[38;5;241m.\u001b[39mshape\n", + "\u001b[0;31mValueError\u001b[0m: operands could not be broadcast together with shapes (3,2) (3,) " + ] + } + ], + "source": [ + "(a+b).shape" + ] + }, + { + "cell_type": "markdown", + "id": "c48fa3cb", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "![Notcompatible.png](images/Notcompatible.png)" + ] + }, + { + "cell_type": "markdown", + "id": "9aa28998", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "### Rule 3 : Check\n", + ">If in any dimension the sizes disagree and neither is equal to 1, an error is raised." + ] + }, + { + "cell_type": "markdown", + "id": "2d84ff92", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "But numpy should have just padded on the right....\n", + ">thats not how the broadcasting rules work! It would lead to potential areas of ambiguity. If right-side padding is what you'd like, you can do this explicitly by reshaping the array " + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "103cdcdb", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:34:53.502018Z", + "start_time": "2023-06-27T20:34:53.496501Z" + }, + "slideshow": { + "slide_type": "slide" + } + }, + "outputs": [], + "source": [ + "a = np.ones((3, 2))\n", + "b = np.array([4, 5, 6])[:, np.newaxis]\n", + "# b = np.array([4, 5, 6]).reshape((3, 1))" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "847e919f", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:34:53.940537Z", + "start_time": "2023-06-27T20:34:53.932615Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(3, 2)\n", + "\n", + "(3, 1)\n" + ] + } + ], + "source": [ + "print(a.shape)\n", + "print()\n", + "print(b.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "fb7cd974", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T20:34:54.863120Z", + "start_time": "2023-06-27T20:34:54.849693Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(3, 2)" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(a+b).shape" + ] + }, + { + "cell_type": "markdown", + "id": "7f3dffb8", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "![newaxis.png](images/newaxis.png)" + ] + }, + { + "cell_type": "markdown", + "id": "c0c21eac", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### Recap" + ] + }, + { + "cell_type": "markdown", + "id": "cf9e9234", + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "source": [ + "```\n", + "Scalar 2D 3D Bad\n", + "\n", + "( ,) (3, 4) (3, 5, 1) (3, 5, 2)\n", + "(3,) (3, 1) ( 8) ( 8)\n", + "---- ------ --------- ---------\n", + "(3,) (3, 4) (3, 5, 8) XXX\n", + "```" + ] + }, + { + "cell_type": "markdown", + "id": "6cd0f8cf", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + " Mind-on exercises " + ] + }, + { + "cell_type": "markdown", + "id": "acba732f", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### Exercise 1: warm up\n", + "\n", + "```What is the expected output shape for each operation?```" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "a41d0f74", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T19:58:58.881059Z", + "start_time": "2023-06-27T19:58:57.830Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(5,)" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a = np.arange(5)\n", + "b = 5\n", + "\n", + "np.shape(a-b)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "6f82a2fb", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T19:58:58.884966Z", + "start_time": "2023-06-27T19:58:57.833Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(7, 7)" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a = np.ones((7, 1))\n", + "b = np.arange(7)\n", + "np.shape(a*b)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "808095ad", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T19:58:58.888119Z", + "start_time": "2023-06-27T19:58:57.836Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(2, 3, 3)" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a = np.random.randint(0, 50, (2, 3, 3))\n", + "b = np.random.randint(0, 10, (3, 1))\n", + "\n", + "np.shape(a-b)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "d9a12a90", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T19:58:58.891462Z", + "start_time": "2023-06-27T19:58:57.839Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "ename": "ValueError", + "evalue": "operands could not be broadcast together with shapes (10,10) (9,) ", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[25], line 4\u001b[0m\n\u001b[1;32m 1\u001b[0m a \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39marange(\u001b[38;5;241m100\u001b[39m)\u001b[38;5;241m.\u001b[39mreshape(\u001b[38;5;241m10\u001b[39m, \u001b[38;5;241m10\u001b[39m)\n\u001b[1;32m 2\u001b[0m b \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39marange(\u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m10\u001b[39m)\n\u001b[0;32m----> 4\u001b[0m np\u001b[38;5;241m.\u001b[39mshape(\u001b[43ma\u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43mb\u001b[49m)\n", + "\u001b[0;31mValueError\u001b[0m: operands could not be broadcast together with shapes (10,10) (9,) " + ] + } + ], + "source": [ + "a = np.arange(100).reshape(10, 10)\n", + "b = np.arange(1, 10)\n", + "\n", + "np.shape(a+b)" + ] + }, + { + "cell_type": "markdown", + "id": "69632f95", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### Exercise 2\n", + "\n", + "```\n", + "1. Create a random 2D array of dimension (5, 3)\n", + "2. Calculate the maximum value of each row\n", + "3. Divide each row by its maximum\n", + "```\n", + "\n", + "Remember to use broadcasting : NO FOR LOOPS!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "54e2a53e", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T19:58:58.894433Z", + "start_time": "2023-06-27T19:58:57.843Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "## Your code here" + ] + }, + { + "cell_type": "markdown", + "id": "b9facc0f", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### Exercise 3" + ] + }, + { + "cell_type": "markdown", + "id": "7e8156d0", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "Task: Find the closest **cluster** to the **observation**. \n", + "\n", + "Again, use broadcasting: DO NOT iterate cluster by cluster" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2969994e", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T19:58:58.899204Z", + "start_time": "2023-06-27T19:58:57.847Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "observation = np.array([30.0, 99.0]) #Observation\n", + "\n", + "#Clusters\n", + "clusters = np.array([[102.0, 203.0],\n", + " [132.0, 193.0],\n", + " [45.0, 155.0], \n", + " [57.0, 173.0]])" + ] + }, + { + "cell_type": "markdown", + "id": "f13352ff", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "Lets plot this data\n", + "\n", + "In the plot below, **+** is the observation and dots are the cluster coordinates" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b9f6b5cf", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T19:58:58.906715Z", + "start_time": "2023-06-27T19:58:57.850Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt \n", + "\n", + "plt.scatter(clusters[:, 0], clusters[:, 1]) #Scatter plot of clusters\n", + "for n, x in enumerate(clusters):\n", + " print('cluster %d' %n)\n", + " plt.annotate('cluster%d' %n, (x[0], x[1])) #Label each cluster\n", + "plt.plot(observation[0], observation[1], '+'); #Plot observation" + ] + }, + { + "cell_type": "markdown", + "id": "4f9b84e2", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "Closest cluster as seen by the plot is **2**. Your task is to write a function to calculate this" + ] + }, + { + "cell_type": "markdown", + "id": "8aea6781", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-26T19:25:08.202848Z", + "start_time": "2023-06-26T19:25:08.194923Z" + } + }, + "source": [ + "\n", + "**hint:** Find the distance between the observation and each row in the cluster. The cluster to which the observation belongs to is the row with the minimum distance.\n", + "\n", + "distance = $\\sqrt {\\left( {x_1 - x_2 } \\right)^2 + \\left( {y_1 - y_2 } \\right)^2 }$" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ea8a7240", + "metadata": { + "ExecuteTime": { + "end_time": "2023-06-27T19:58:58.916610Z", + "start_time": "2023-06-27T19:58:57.854Z" + }, + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "## Your code here" + ] + }, + { + "cell_type": "markdown", + "id": "beaee243", + "metadata": { + "slideshow": { + "slide_type": "skip" + } + }, + "source": [ + "## Sources + Resources\n", + "\n", + "ASPP 2016 - Stéfan van der Walt - https://github.com/ASPP/2016_numpy\n", + "\n", + "Basic Numpy: http://scipy-lectures.org/intro/numpy/index.html\n", + "\n", + "Advanced Numpy: http://scipy-lectures.org/advanced/advanced_numpy/index.html\n", + "\n", + "Numpy chapter in \"Python Data Science Handbook\" https://jakevdp.github.io/PythonDataScienceHandbook/02.00-introduction-to-numpy.html" + ] + } + ], + "metadata": { + "celltoolbar": "Slideshow", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + }, + "rise": { + "scroll": true + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/020_numpy/if_time_003_vectorization.ipynb b/notebooks/020_numpy/if_time_003_vectorization.ipynb new file mode 100644 index 0000000..f20bb9a --- /dev/null +++ b/notebooks/020_numpy/if_time_003_vectorization.ipynb @@ -0,0 +1,305 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 4, + "id": "807f94ad", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "markdown", + "id": "aa4ee33f", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "# Avoid for-loops (element-after-element operations)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "c4290b53", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "def compute_reciprocals(values):\n", + " output = np.empty(len(values))\n", + " for i in range(len(values)):\n", + " output[i] = 1.0 / values[i]\n", + " return output" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "b6e6dca6", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "18.4 µs ± 155 ns per loop (mean ± std. dev. of 7 runs, 100,000 loops each)\n" + ] + } + ], + "source": [ + "%%timeit\n", + "\n", + "np.random.seed(0)\n", + " \n", + "values = np.random.randint(1, 10, size=5)\n", + "compute_reciprocals(values)" + ] + }, + { + "cell_type": "markdown", + "id": "bd70d5d3", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "source": [ + "Very slow! Each time the reciprocal is computed, Python first examines the object's **type** and does a dynamic lookup of the **correct function** to use for that type" + ] + }, + { + "cell_type": "markdown", + "id": "cfd3f5d5", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Basic functions\n", + "\n", + "In NumPy - convenient interface for just this kind of statically typed, compiled routine. --> vectorized operations\n", + "- performing an operation on the array, which will then be applied to each element\n", + "- pushes the loop into the compiled layer that underlies NumPy --> much faster execution\n", + "\n", + "- basic funcs quickly execute repeated operations on values in NumPy arrays --> extremely flexible" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "28eb2782", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "8.81 µs ± 173 ns per loop (mean ± std. dev. of 7 runs, 100,000 loops each)\n" + ] + } + ], + "source": [ + "%%timeit\n", + "values = np.random.randint(1, 10, size=5)\n", + "#compute_reciprocals(values)\n", + "1.0 / values" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "8fa81fb7", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "x = [0 1 2 3]\n", + "x + 5 = [5 6 7 8]\n", + "x - 5 = [-5 -4 -3 -2]\n", + "x * 2 = [0 2 4 6]\n" + ] + } + ], + "source": [ + "# simple vectorized functions \n", + "x = np.arange(4)\n", + "print(\"x =\", x)\n", + "print(\"x + 5 =\", x + 5)\n", + "print(\"x - 5 =\", x - 5)\n", + "print(\"x * 2 =\", x * 2)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "84b8ac14", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "x = [1, 2, 3]\n", + "e^x = [ 2.71828183 7.3890561 20.08553692]\n", + "2^x = [2. 4. 8.]\n", + "3^x = [ 3 9 27]\n" + ] + } + ], + "source": [ + "# exponents and logarithms\n", + "x = [1, 2, 3]\n", + "print(\"x =\", x)\n", + "print(\"e^x =\", np.exp(x))\n", + "print(\"2^x =\", np.exp2(x))\n", + "print(\"3^x =\", np.power(3, x))" + ] + }, + { + "cell_type": "markdown", + "id": "10ec3b82", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Mgrid" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "289495f1", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [], + "source": [ + "x = np.arange(1,10) # timepoints\n", + "y = np.arange(-70, 100, 10) # voltage change\n", + "\n", + "# for loop solution\n", + "xx, yy = np.zeros((len(x), len(y))), np.zeros((len(y), len(x)))\n", + "for a, i in enumerate(x):\n", + " xx[a] = np.repeat(i, len(y))\n", + "\n", + "for b, j in enumerate(y):\n", + " yy[b] = np.repeat(j, len(x))\n", + "yy = yy.T\n", + "\n", + "# 1-line mgrid solution\n", + "# works like broadcasting\n", + "XX, YY = np.mgrid[1:10:1, -70:100:10] # two arrays with shape (9,17); (len(x), len(y))" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "25bce1f0", + "metadata": { + "slideshow": { + "slide_type": "fragment" + } + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
        " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure()\n", + "ax = fig.add_subplot()\n", + "ax.scatter(xx, yy)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "7b8a8d1e", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "# Hands on exercises\n", + "\n", + "- Open notebook exercises/numpy_vectorize.ipynb\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1fb78b62", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "celltoolbar": "Slideshow", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/020_numpy/images/Notcompatible.png b/notebooks/020_numpy/images/Notcompatible.png new file mode 100644 index 0000000000000000000000000000000000000000..956936e5cc55a3af6316274c672d5fcb96d8e6e0 GIT binary patch literal 12492 zcmeIXgxn(;^fLs_8+Wl%t0XSPhZ|6spHBg9yd9&^X?E+%Z%~vkS9D}PjGHTz>25B zz*QE-6vdQa1;H~U;7FiQ1ce6{DINE<&ykvyPlUY`4tJXz0((sOh_d z)+}j1eR`g235SdxLACgL@0^d1_hO?6L}&zubqYtFU?GtjQ&-0;vT(BFZ@-ENs=e`f z(?ox;`tWF-4>^xHMF2U8{s_|wv0w>0c^05}{gP4|K43st`9XAfhDlY+T*9BH z*u^l;$c&_Z)Z)vozU<0G=6Z=z&9R#64TTb=lfRC@Q;+g5h&URXGhM+#^maGHOAxm$ z^D`x@&Ket=W5D*5KcVsWR?qo57IXhb*gkRfyrchio{u~g8T2mdx}iaWg)@kN5+0In zd(nAc<>!^$;W?EwRAjDy{sX zV?%AOr0k=S5y&u!Uyg`ip7VdSRv#p@ya}Kk|OlA z-ZS@Zj5X#)lnSI)2h=4Hq;oU_s`RpL^>gm(f=&JQtMEbKR6@UE#uSvKWVB@blVD9# zNEB_R6x`gY29|T8)g6_FRF&un&s#ke#01>sPlx1&hv0sssnr{*8QRo4J@3806y|WE z1nmiIgD1AcK^)_L2wba~HJ(ntG6K4k(X#w&Up2gZSy6m^`y zq9fr$`x-2l!?sH^jVu_@oMSP;!h!A^lAJ?E_gXT-M8YvQL`9X(JPCd1rFo>2|mGrrgw^(6cphfnvnM(eU8?V1io}%p-O$CMw#clq*&h z)}2iePZ7I;*hl%<@w0}UmmI5{pd9`X-B4nZ7X67Dx|&~ZULJPQuOg?S&joz48d5V- zSE2j-oX@W8KEC=0-bdJn-{;%knReztAbdkelK#L^#nHsU$)RNR!3w3eyVk3gYQbXx zenDzMbitetk&l3nvDv8kWwTQ=bF-BfaT`k;TpPaciwEjku3HquRM7y@*sjENWN~_N zq#i2DWR;M~5Y_QHDsZ|4ca;Vu>AO8X0VSi6}Y^B>VR00 z7?JOtLFBPHpNuk%KCLmn35u(Z%bs|jtC)*xjAe|pp5J}dJw;JQK|@hRflEP|r=F*i zx1NVDX?Wayth$2RcyM1K#F~^El$xy_IH%^A)R@=U0rfnyzp*ZQaYZsFHWpBP40m?^)j~&BM>9 zIH@~@I-xkBIYpjtoUfcqo{PVD`2z2SG_DS=A3Xzo0`7MlVFnb2CPrKaGzNACT}BH! zVb!j0yQNg$I7-S&8A_!}S5&`hC90#UGiqgM;;TS3!5Y~UYqR85NtRJo=O3G`4JL@E zHl`@7^ryXwnR1Q_eI>o+EK(E$#$3Ph>Raho+m#=G&MI9oZo9kv(H`%Y?pF!d7WlP` zH<&y0KD0d)HxyOsg;ZG7F_CH1XjDxUl0xG<0fnJ=c<;Wv!^o)5P)R@H=ru@{{AP#cAfDikYnbmA>{7zdq5`_1d1){G?6e0XteZTK{51i_Ds~3*4P8U&Ony z!weS{2U%AF2VBQ!$D@Vuc415Z8lq^TpXL1|o5yPg$FM{*$z~ayYnC&*OYPI?3xR{1 zpYn^00|)sHp%AMRdNQ=^DWR!$!uI)gvWMDxr-u&@SNG#LV8qu*I7np(I?oNzmXMv0 zOVRt0T9CLyC&CayYr~wv`a^_JUt!3j5us|K3BPI=;i5E*2%ylTB%~mS@9|bjvYa+l z*_=$Dd_K8~F-P_-A~zBxVvm>3?G)NoqTMq$95xXqfKk_f)<@kJP4=5t4;!P;ySIS` znW}*59StG1fjkAxa~eU}WJRH`_gCRP@%;39^bz#0{0Sa3;^n@|DUt}3y46Bo-=;oR zt!z3CT*Ouudlm{RrYMdpJf^Luok2rJB3fS&(fTT0XQ>KkBt?wA{7F3cYpB^R{n+Jj zFTy7Bu$g!zvo^ERVrk4}YiI{An>s6+k3ZQWYc>v?nw|D|k-6FggI^BX7aQx|{KUA^ zHYN=I#azm;&7cT|Id(mED@UlvE=#UQHl_SX$pib+)q#&%%Y2#+U)+7UWbCL2)gx*7 z;9TDJuB5Civ*up?c_~Hd#-?k^f$x{wFK8MG8q_l*Gke^f(cg&JxtHzHm)Kfnbn^Ao zTy=NdjG4r3bx73Rf7s=&RQi>5m8`$dw=z8-spGG6cVBH==$%!c7@79jCp|M5YKu;u zOWwLOhFFk6g;FhDt$mlb=dP=LmAvi4-Vfx5g<>r7x$^0fS_ypIS3UaZQ+D6ju3Obo zA)Q-%9nqb*V9>YHTr8(VbgO=QETHD^cGC3w0ttL+DBxptUfr@<{Wu@6+&Pgmyfzm% zJ8|hSak}w+SIfHcl{5>bReo)LlReL>o=?kx?N#cA_C+JiW4xv9#6ZbI(Z`GI47Ou7 zgj9;rq$Z$dK2<%XK!zrKJ$jgtc8_yyWy^KNzP!`TJK3~&v2Y=X8iSe``KK?sFbZsA zSmF2OaiQ6!?S5PLw4v@x?TO85WjRBo8_WU9TIaS#du*{%so!y2mQfySgJ5qH531JRL@fs!lWMYa$?;$*5chl>?AZiG?9Ldv=Wh*IQenW9{;MV&n1Iby2C(R$h~ zU+YIkbe3+=Io3e2#4xJ9J6Ai3CH^EkW{S92u881EgY z@lni_PnXZ)XG>vwob}n?$!8xZid8C9DE1#p6+S!qBSpg+xmD{>ZxZv9;AAPPrs2Y1 z%O2+xfB!2jE(!Bki$hJp!N#Kea0-gnT;*p&H70g?_iv}Iq&l8I7ziTfGBZ9k$XV;y z#s04NJ;jO4$*?rpZartVWaFXKBDvLm`RtSC0oUVoZ%k%b;n$hik1hLTtH%}l^u7tJ z8P^>3s+I#uJpU}14o}fTP))Mqbs6_v4tUP;UHl9U_kpEZRG(+8x zWXtwbe+^x?8#kA&6^8w=<%J_dy#oT>gIIWv0y%sTLnnF(5_3Q?CZ1D(U0$k62@68D z2x=agNl+E>9O;sAE3sd)vf{fu9VAA$5g$r{dvDT^s?D8>w=n2E z7%GxzaQ4nRSe6y(1g^lIQnWmBM`4$4^T-vd-FA-Ys1n}l^WCAftjg4Q+;e6 ziW6B-*Ylo|bQl5Bc6+AG@iG9D1jHe8WTo&t zp!|i1{uvxy9%6vW_5Dw>D4A%hfa#>kH5|HUwnjK*Vk2?Hs;CLMHoJV6m?aRuJZ+V8 zIwEyC)fs*1tDFzUas@#(Aw6q0jp(GI{<$|3p}Qh3c+I2_h{0VlCWkB$sUJsl-!f?; z5k<6xlJv2zjX2QD*w%$=b&>V1_Ss`zq7a1mQIN5Q%t?q!uFIaqsb;c8I(->>_EVK% zTFWZcD&|+&FT}~1Dc)aKlNl2Ytd{Ic7SqNyrfeqr=Jlq2!`Oq>LtatQU&|BpV;^vl z(h?JD609+1-H%ZPiUb&2Q*I7#Q0^fJc?g9F79kZVcb~&Qzm2FrOM`%$m zXQIraso(X!qaHCE(O`PXbX4Y3zIko7xU_J$be$ns9Gq(!qE>Pdhg$x94`yl?D}zJ& zJ4@DpyN%Yj>EZe=1@Y~30whDULUexOb{s6?8(y8w&XQD&s^&0evZ5HJciQrDJYs21 ztQvQ_cbjQ@%>>_Rt=T9Q8FxA@46>NUm6%R>?RCoZ^IT=`s=G8U*zR7$$~n0Xjoznc z)LozzxqnRG(#fj-;7TPhbV9mI;?H&KWc1@=W^|I>H2&3ZvTEV8F>5AHrtC+>Gx5FR z{pN|^cfn-4Aon=XSTGF>yq{=m9O)knb2085Axo^1lP}75$|&E4Wzag1Yq}PG2>TG) z1qtWuP3&6=UlOO7At!t+c3No-$t!PZ&8xFu>^J5$Hb>cP?}ugOs7$_U#i{iX+9X-!()okQP;io-iuyRGA4 zQobxl1J{+|b~!&3m|&oQ=wugIY^!@Lv{D)>B@~Iri-|u)#^_7Oer$aY3!#YH$7n2FI(0rL*)#b zjNmu(7B`w_wo`olw^jY6Esmo_Og4~Wor486(glHy6PsgIuE=nOyC{mxcE-Tas5X3&CCqGyxwXxMI+i+>;HG z+9SF?VU23{{po%;y3~(7P}68?1C)$s^#X3A=$bJPW14sA`Zo~Tmgs~e0Y%R-uZ$b@ zyDDfgVi^*3sPZQR6mHr|X)dW@vPPdcPA*Dx;+UAn%-uu|KQsTK40U(2l>Rparn_cx zMP|P*4u7zRECmU~-N5;w>F)Qf{s!JIfI4=J<*LS^Fh|xuBu(g)n z7bN^}EWvG@aiME=B5WOPw{zk#pEhZ}pfEo*H+;oWWq;nZ7fJN+_8Cg>RFAj8G6@#x zsMm${TL&MHZm93WpP{gsl9Q=nvK@;eA+&Kf-*!QFJ0ZI+E0qr@HJA6pH*; zEhhEV*KIyCA6&1b&(gOScE=kH-*uG!Mw<=e4&s^>?v_?`WAqhCY6cmt*x2}BA%ffq z0}S625n1DNbNT6up{G%TmM|7zS+!rRE#c@6S0qSe(H?J;YaYt?>|IBMvyB*E*;++c ztqApD&TwGkX(rW)EA3ze_*@9(+L4*4)LI+{4z!&Y90ckm6|uAJG2$8cad{G{wbQkV0EQ znOxl7$()>%nS+^yLg)oKIk|w7*#|yV390{B4)g>mEL~h2_`qOycXwuYc4m7g3ot7$ zFE5yd4a~;I1k7M^_Ox>`_F%Geru--5Kjlc6JDWOLIk;Ha+mZj3Yiwfg>LN%%@mJA* z{r%ggxrfz%YqE3xk7EG`1pgfYvof=Q|4TNoRN(JhK4mKpa~o|5D_Z~_K!*?~D~rI> z{QqO*zcv0_so`wyByMjDEOZh2Z+!n_@&6qB|1W$}`ToCEvT?BfPnG{;=BKv+&O$E)!2e}4p%1~2WD&k^#?D<&fJUBLpBV?!)+Dyu! z=i)d69JL0#yOq|n2X%srzgkv~b-xN%Y^|)ew4WSbc>0s2U^ceQLasbJNGriY57$CI zm9}P=ls=f`A^{*cc&0Zj->Hi@sNmockTJ;}Bt%ZVDV~M`@vt%PnQCqFv7aV(o$x-* zN6?WGIc=Dzj+Xno8UdkW=kEtHrsW&Bu2r#NE{3Nb=6%+)zw$(KJ|Q6ZqcSaid+Gtg z(f=>P1Fs{n59e!Wy}Z0=Zhzz*tez(~NJvXdClhen%wYxx2fz3FGGTVS)Z}fYP8f}em*L=h`4c5(Z*`m zbd&s+vcvA@!N!$6k-yb@X7xlG-RxyzZ}*e(pH>I%Biz}}28Y>@{#z2C&x!(bcRkR_ z#7A6!dTAR?jQEFAT+_g85`HS_A%BKO*F%F7(!4ZJ=ZHVR)`rG zoiIln3CVOm?d#bD_X*jodv_%?EHunyeQ0b~ui0a%pXp+h)?(oF)S=#Shna^J&(QN@ zy`QUn?TLA=@E3j`b4#8Nt`A4*26>uoJ7~*zVHjj%ZrkGd?T%yF17&I}S>+aAiK6cz z+%>mcZZm$j=c!lM9VP7Y?KK!S5n71tX@@%&_p%hv{~3%JuFG(YSwZZ{yb16@!ma_I1Uq3mC?28gJNoYF?%{4=H#U}N4E4wNU;%e+8_QN_bQxs!5Cz#7;hh33tZ z>&U`&WmBpC^P(Xv%=@jwUsO*z$?3_Vi4rgV3Fd_l>d4ej4|#Gcs^TCpRnXC!KLPnE!j2|Fz8j)y*cd%3iBE{OXpRbRXEB zt8tr6J*nL;zJtIh@Z7*7T=%Dexw}md7W20=ZIj?zqyr(b!tvFn-GaIMwNN=&Q!qh0zJmMOGz?tt_19z*B zez}G#9~C5We!&}@X?Y2vYn66ROenj!y7ocZA#K{VmMSHt>5-to7cV^e47&<>RBzxR zE8g~cZu9119rqd;alm)KfXpR1;%_d2@$vE6RVI>U?`!&_eG9>hJ_rnS6GD^h%T>2A zjaP{cQo0$!Z!PDdqljaa{5Pf?XEd}Fk^q*&FK?y0bvx$ShUlC{UhKH`I*$uzP4BKg z9J_Cp)r^%&?D|7vEH?cOR@9PC&d{C5rI};KZYp_KxTHxtypD<*590AnHG!l8kS&{! z2Ni6uas}^1$lWnnCF_7Boan?S`J|FVTIvxdJ-mX+-2usT^ra=f2iy3(*>3k1bzvT@ zX>?T53bsG?aPqb}oKHO}$Y`*SV7C+C*X?NL-UnRGm2Canh5t5tc7&4ezM8bJFHQUD zz2&a({h9k%Zy}@SD2C5*$(*|po$e{*60M&WcH7$cCv!}0jDI<-+1XafX1-2%(cJwd zag?yfT>><$!^gTl%hhhW#+OCN^HC|0(qldg;9TCc@W@X=a#4NFeLyU|s4mxSX#A%ILBxGv$k_U2bS6sN!B!F@I3LPRNse!N(K z=Z$;=^r`sa+v5f<+O;s*HSf_>UhA5#Z&N871D?CS#iK(2@9XPZWw+eics|59{CW@v z0eMs6=uc0#P~wmDWl7DdRMZAjivR(e^%+ zS$?;BWxkx0z)8%Ww{B#YWe#9jiW$w6YB(;t&h}XwB1tL}J)wHz@PMnGt4E8&VoSd1#e-cMad$Vxaj-nE z57c4Febx7DkTMo||F>^*TBZo~^ZTfd1Z&4{&8TJiEnLj4r((H=5J^7aKzJbk13KSRta7ct@33VK%gPI}yU;_$fsv}_RO-6?RRfKxm zMLfVwq+#sssvp>p;NZ6aHamCwm`8wZximfNA-`5%Ur)dnI1I21In&y9du{v+c-g>y z1z!LOcY*6U)1Nwj%a2r9xJsyn>S|pimIrh_EWf3NAMdTU^2j^HHzGOj0591#P~aSe zH-vWMZv>OwuW=a8Yyn`fIKuf)3p=vMeyi$SY4hG(>k58PyL)gDnU$5rvl+#1vNQJe zy?3nbZ|IRvBpwstoq6^vpft4tDprm!-Pi~f9kAQEW>@RqDunjqiz_RnC*G@f)z^ZW zHT|x?%ieGL!pD5tv_?SYpeBcAn5e3M?$mc*{^FVh?0-0!iQh>rJNv|Kpr)eD-)2RS zdQJ#=(RzPAyizh=69@{_0RYq~A2$9@b^3TRtyRd*iwf9P6|kN>%8gKK>_?x2G2#m;!;DLqLvkUFFRm&jM}`6Qy+S-Gn4 zw{ptK1GbbG=~%Y^0uZ)XZ7vVcvj!wiQ3}XFT0nhP3BNgvV4$!z#(yGke&B9+bl0v3 z3^AZKHdPKSI@S-N0PF7dwL12T+J|iW1A$9`W+x-;L*X>mYh37cLk9_?W*IW~l_wu2 zxv~~uz1dM-NE9-M-@~!%tUfp8teXlDf`2eE?|E^qEKvgc(R`zc?wA|bf|65b;}DRO zfU3d0$NGJc50$gb_0`j|-fQ-AMuS?Gl=vV{<4vX6Pn8(skFnQzvz4#e-h-ErrkNBD*?sqfa01@yvHNR9>wixj_w-p2daE4nudhYN~Z-gmO*^MZr1IgoF^P}9hKX!)E}YWN#~Rw#1*Gdxb28W z{0i?nI(V~gJpHfRU2UM#p)hEVx&5HmWii)v*v=_f*8Rx4kbbc~eloU*!C#}+YO2U% zBZ8LZJZ{5!^(@A{*Q)qyviX?3?}2WWH{|$jo1En@kMB#26^(fzDh#|m7zT5=x_21r z=Qiw)-{xx;He$g%ybIEgS(}?Xi%6SI_|k^NP-tBzb;l|}B!27lY&O}r@ZqvBj&=3{ ze->V!;B}cA--fNd9?P-bD|DD+%MHyFh~&yvaKf9FmtMp%|6s%gU=(x(@&nNQf`@tk z#UQrlU)|LTz*t#q_YcNj0F1v59042tg;5KD@oM^SBq1QH14-#`Q6v3SYMlcYp4P19 ze-h*X*OIFoSO=B>mm~w=#xtwN{Uia{MVH~;6%X;#rUn_wp%-5JK&Sy-1}1VSV;gDM zzb$zJoNu7C{7*t5&?%hVba>hld8Npm#G>HE2)pCs>`C@+&*zGc{h{w0trug%Y?~HZ zzFcmHOYwzTC<=JY+ON5N{}f?MmHc^Wc-NIYS8Mts!6G9K zWk1a0u$aH*lA-XYcS<&)#oM$L^UU_ZU`L2)8*uIZWj0Sh+t)ItFL2BQfXWFekMQ^2 zINtS`x_2aM7~+Q55r;Q9Z+}3A=|0~4-n~yu)cpkJ-HCZzqJSpKC4!+TNL;?~iQ zWfR=2G+bTT%snsUK;C|DX%Abo?;P>J2-?--gFWVd<2S0=AtNBPs;@0+p3UN+HSmWe z6n)gqwLEEtX})%rvS{7tR{L;ytI-Vg7ii+WbJWb7B1nmXZBgdgj|U#U>~MFI_CSA3 zsI#~;@_GEEFKa5i`MgTN-om})Mz8u}3=-pJz-3}((JnXN0^Y(OKmi~5m zvs&XKd%v0Due!&sxU;^U$-<8}%Kv7Ox@D!6?%3PpBEF-Vv)nV^9k#b&^D46)+B?T} zOEK*X>4~|M-jYM*S1RV8$hGq|P{1Pg7XPDrGk~7Y-A4a0az9Y*vXTo?KjjE& mfYTEitht^Pvq-Hyf{ZclCwHv$_Wph^FDt1iQ6Xj&^#1`<$f>UY literal 0 HcmV?d00001 diff --git a/notebooks/020_numpy/images/broadcast_1D.png b/notebooks/020_numpy/images/broadcast_1D.png new file mode 100644 index 0000000000000000000000000000000000000000..fbd963b98172cacab2c02816cf6ef8ff2445f2e9 GIT binary patch literal 11953 zcmb_?1yEee_a-ldgdo8+$b;Zca8Ga;+}+)Ma1z|zHOS!ZPVnGv!{APEclN&b+uEw# zs@?x?)!w-?x2LE3-k#Il=bZ05Crm+30u_l62@VbpRZ3D+2@dYBSfD(E_y+j=+idz6 zxV$z0Ci@Kzt|kWg$q)hf{+F|ogfLv?IMKmBZHy(AWZ~dEso>zg2g1QU09D`j;ow|Z z;NT7o;NW;u;o$HbGFuh-fgj!(fh0uXUjKRh>?leAYCbqfYB~c~$$#JCL)Lo!z0&TEN1{;77Iw+g8! z%Tr@iEA#IcaA5u_dV^RC2D)IzuaQoDru#ffjn{dq{_4)e!%SK^#05^-%MKw=7>cFy zI9uZdG9`8RA{mRNCE^dYg{#Wf!gTLS; z1ETr9Mx=^sL3IRRwCM{P)EI^5+A?p(&0DcCD&!byh=i1wx&l6hjdCgW`dP^Hm)NUYza_#HCratcwqsb>@j2z(0>n|y zuZRnV?FXg5nc9iF*_p|y_D5{HykoSOVt}=1eNK{QOZZZ&lyeEX^T!nIDnKDC$SV(kz*%o2d)G3@@b%x^B4ct7GuNUFe36jjYVrqkGSB zfav133#czKb1pD*cFhXZEt`Vy&H72oKRYQbm@GIeQ8$y9H@{lIxXFxH2b#|x7V498j}4<5wZpQD94}S zBznK6^Y_A%+S-q&U9SVFqErbDN)>vV%5)u`7ghDmsdGZavm6HCU9q`p1LDUWM8ygV zmsa_82j;Hs;KJaBxrVeM0y&STKr{Wx|0z<_wa7+utG!&bVM z)79cb9L-Fe)H;D>kOHnzH1 zbh*`e^_eM|aS!Zi8jLrqSjj(Lw2{p>Wizs}h)GDI(T!?UOkI$WlB~A2%}zJ%42%Xi zclSS~&8i~b_apEe3@LIk0W+pYAukK-*hp|~i}@@)s1I5}QiBC7-bu*s*cMVb4?XOB zw2QtF6KE719EQz+C%Y>ifjLGO=IA-BBYS1iYQhE|QlX#*Lx>lKyP>5qQAr)wjT64V zvLtD->H7P7$M_6VFTdiU76xxBUpKg_%jvee3MxTq{uM{AACdO$f&m|ZPCjSNjq_AHm;`SrQ6e7617zj_Bo@y%__ zU`I&lP%Y&>1Wl+@%(JKHi=;=%y5cr`*N4w%RC^j}@)<(;*RJJ6KH17wlA%moeE2ZnWk&U(5ETBrIN4<2@)Nig*1PN8Xm^Xrc%UZ z#I`LPD0%{a%}jk}ZiX0(Jz1mOc?0)kT{5OZh}|GHh!O9RGX5r=Q^;am!dbgi?QIo? z2!F5_X2f~Sro(%6+~qz8i(f28tgjv3)`UN5>p{vH; zT0E*G{7y92rk0Yv@icLg4(8PKyt+#PS1*DjqHWtdw@9=ad{E3|=piA@@%Lc2E!KnW^9s!gwa!A~pI zsk%*8L82qk>7cit*}v+}58jj${Ssw#?kAD{fFGU7+s3A?oTL8%gpHK^1^i?G(euSH zk*?*rA$3JSUZwV}pzqx_ZOVB@`rX02kP{X-;u(cC2P=J=nti@ieS}jc?(;`hkA?Y# z-;aGCN%!^+=ddJ#QkeClBO`50gPNQ11cXJ&r&?YAXstnmQ9pT>i#+-HJ$HlLp-0L$ zmGI&+KFi=u6zL-S0bqV0?l}ShQ#Wf6Zmj^L8hBlq;ON&IJjZEUBRlEJ=oBgiD^ebX{bzSfx`b9GeMfd)u zOA@coB~`l(<0g4IGJWMH%zAk#MUY{nI#C!iV8LhS%@QwC)<163R#NbOnDFb=B=X)P zfB8628aY1ce!oT!&!wuG7()EydVKUNpRY5i({s;KLJ#3KXUQ}b>9$Y`J6s)v9g!G} zSrq#dzA~r9>G=r9BSScMRQLQxQUC|=lx0uvy@+I#5A<{hl>Se9EnGcSAEfUP$t?4) zMsuh^7ZK(RC#&ClQBY89Y;3eNb6Z=}C-y!E(qM--xPIbOzPIbhYPxC47i|;Q&{Rv+ zPE2sUp4Cs2VjegA+$$X6T&HHYJd^g#Y_`b2(u(64!7%_60hC+J%AtDBmvdw%CMr&Z zMvZIE=(W(hfDERgREQJ6y#;jAul1XFCo8HSk(qz-==P=I(f8f(4Y`Tr0nN!zPjx$ zK^8hVOPPc_V1Bq3oZWL&SPc}Wn* zhYyIW*%|w_b;gW=pNUF z*v8x~Vgg%;3b#-+Lm%e$p^C=3^#hhT_n~kN*jVn#F;W91lgAfU9@Z@4ij*X++J2>m zaw}G!(_uaHJQ2i`M!XvRfX$#BQJB#let`sSk4#F4ldb1bsBV=6OqX#N2~{u&iGYB^ zCLb~BlcZ~^CTEApTL`gG{z1d2Epe!urLSE`Q@$WVL`i>rwFhfSV7(%A_jz<8!9#R; zyhWMI_nTT zTfm|hYel(cs;)w!I*omuEDEEIs_6sKg><+S_tVU`Jgs|KB37U7$Z=bxAR6D-ZbUZX zuaVs0=wDb^kI&oym5NF<&t7PHRZ-ju#r30a_t~JDIyn_U2RlrIJkp73pTBO6RND3q zJe2Gfm=I%maTO{l(Aq0os(7gfUT=33hW5xJLK7ZIuZlA(_M3>8jLTRe0Up|6yx%IP0enqOan^8$B%RZ7yx( z(k??Kf+*1Hrk?`gJ71vnW~j2McuXx%BQ2`eKpJi6bbIg(CyEv;z8>w9m(8ul|{ z!n9-{igUZAI(x*h`te_ri-7i;!1z%JGxOY2S4FIR^*VY;+u}f)`8M%lqHAtPr_$ta zYG=&qx~jbqqEDo)E9A8^v|!CyWHTu*Kr~6Cq6ya-9?Zy&+@!jkymC#ZToNZdZB@#N0ULH>Gr?c7eJ{%*iQ8p^fCu))7J0 zDbq>#3xCnb3lb-PF^L~veZL$;H$05fwmil+o6ugjgcmWE#> zE{0T;f6bpNVz{$7e2U?_7e2gq%({4S@xlvHeiRO~hJ+WhAD%h-DzEy190Lg^%c`%g z- zp7E*irIr2}ZIF6ZnVw44tNf&eiaPUcHUUlTr?hmyKio_o&MPhheg-SA_*3G5Ae+JC_U|Pw#7i`Sg2}&c|CCh< zYwm1+3l4AWrX>S_D^1^G2AwbsHqu*L`G8V#c6N3K28O?RDAeC246$=@4Faf{Jg&I9 z8XX+&rqBWm6OQqRvM?N+<=5^vaIx>O8U8;Mzcz9Ey?Cprs4RRmK-dC6b!$*omaea_ zucl^NcDA0nEmm|j9Got*pr9Z(wGhOR~hI`HJL;5z_Pp$jV)${aw)N@3+Zm|>#i zic|OLtD?CIsWMbc2_q(7;v@t46!}=vWRQaVe>YB)sFVf=zdOMe*oL(@7k@%Z9@g#k z{9kE7wP9)?}W8>jvWMs6pwDb=Sf{&9o64Bu% z`^m}4O};G6mMFJ*kI;doC4VZEV3(E-Bn%Zq8C`>-X|U;{e()JZ6vX3F&r_ZYs!Nzp zWQ(mh2!^V(7#wJEKxPye+2keQMeE6``8-4bWfbAL^t$(w&{sZ_H)sK1z|8%c=`==1b>+at|e+x z$eswfCNCSPf?i@%?%3IY9`~9fLlO`2KH8A@vgpmt%`hx#HC5H;ixK9^%1VK=aKI!w z%_zJ1)HGka5+43BveS!h@mT6*Hh6)`GQf+#N-%_Js2QcwwiV-2^2nJz9^Q{XUU=b1 zWoM-?W^Wts`LrmC#hXK@jvn%&y7hoN0FA`O^scT*`TUM=TOVv-C8~%y6QpcrGFn>D z&Hf1Wa*ZiAW~dh$*!Wau?cp4DQELSI20b1+E?XAN)*fQ+CN6*X z|H_$|QwuP*3d zlP4=HD=OJ^Y%DA+Y;2diGeavhyBY;%bD~VsF6*S?zDKuwae-3`^;KeJ&`15XL%~hkLiQu=Mt9Zkz7&C{zuN{+`Tl*##3Sc497s&k;WlDNqIk&qF;x3ex+;Nn!c zJIRXl$j|%cJ9B4V4zR*d5ZUL{H})gQrAI#g8D9N&k7)ef(Q`ub>MK2Gq7j*gV4 zWp`;Q4K=hddA@n8UZkPg-y%a}aXorwW4i#lha)>AE0xp^g0+F|mugKveE87V*l0eU zd46{G3%`&n8!32>Qf7fp%N%XKcv=r}qZz@y_`{WH zDQ`i)sXQ@2#RGQ%6iY;O^niAS!YPABd*I^lI=_)+2Kbv$%Q{DDB{lIUtp4p6W%CWW zg7T}oRP7CFJu0rN9O3kB%ZWVuY}BNt>qYSwWwTAWSuB$;nv#-|z_J$+7A~)-=mn0R zp2)~ZhrL77qCi&;)uxH8b_ee+Q3i2D#o}2WdjAF&jb>-sq$jmIp}iPdsEoNJA;e3ex>Dd)pA8{Q)NRwTxpQM&_=T$}y|I@&F^irgV zHkYKf{L8T%+8P{;H3OrTQiCdqj*59`0yjdGF7@efu54ptqYZp|0v(fvOwSa_zn=A? zO=Js*AV!f0JOFAF?50+sY~aeIamySM@k!KP(9UL@_<6pqcR+rDjeQ`i2C{8v@%TYMgGwzo|JC-2U;7OM15_x3^_Cv3&-+k;gV)p|gl>2c^0CSPEhPzeRCQBe36 zr68s8MPy$QzthR349?;n0Re&Y?kEAj`x#(l(1ms9-XD%<@kQV=ZaQ!y<1$Ff%4YF6 zo5{$G_DA5U)@hMl3-&k>^Oq}hpp&AnY8w<=f#}8MV|b0!NpL-ZG4fG8|T}sD$(pVegwTV8TV%UvFrKvnnU{Zg`82qwT%hdP#&gx&%p=uV3ilkfVNFK*pfItL!8H)1=)r1^70# z%MGjMZf#?&Kkwnhiw7WHulA=peI6^d8l?Y5|H&nt1j~@nP%2@krrvwF{^NCfqTAtl z4R~D@6&1w9#3@X=4}hBk_ysblEQW*8#5FZF5D275E=#M?CM_)N!%4@o-J!SiVmR4f z3FAl0no6+|=%pBH+viHeFc$EJYCOP()V+7Z7`pVZys?9K2vHiI{6%Yib4o`)>J`V& zHny5XG~_cNCs1ck-PH_7rlP6{7`c`C7X6|oXe6+1-oJl8I5;?hXUeF*D=#a%(rBwK zD;uRiGdeshEiXSYI$B=k2Z^_`u(*4CeE;^J1BKvAplFC<#XbZ9napHnLHDIb0ujel zh#J)GDd2J9T#F50psc#Kb_24&aOa!^2ynI0eHcQ<6)t9Z^Z;X*i-ddxmZ)SQ%s%cv zM<02VcwIw-t9MdVlq?#W+8q4s@u?!oa-v8*y?!*E6w*7YLeVyVm0r|Osi_>4%%5i* zdfyGmKDK8ByX#dO{K(JWsx=+K#KNM*mj07ueX%_RY~rc8Inx>q9j1lxaXEpHKcTZ; z$ZCSjNfvb|zu8;9k}y}$@{|;c{g$?63#f5Bh87eQNF`7;)Dk9lU#fg#X4ELUJudg);ZG<`Zk+km-Hb*1XRU)T zl;DcJ!IkKJET_low}0wpvxxx{aM73?U1{t$apEhct-Tx?8VaaYZ4HgT16MN>-XY;0 zs9u12MSLqNa2so~W!%^pu6oW3_54K!W%JoQJuME^6H)?0p2WQ=w4{8uj@IyAUlQDZ znZs1ti6urx!Y7EKD`rkKx48ix`-m4;G%s2gN$%pt)j_=3$ln3hx$>0E?v5U7+(w)i`C-wpB^XjGWU>%Py>?7d$ReD)~iy4(LNFh z4)<22ZSO$(hgi|{K$U}>p2)9)c(fE~^^R_SY#v6l9V5A9Vl7n^ryF48h<+%brr(o# zSGycc7Z=lP8hKX<^e6!ovbw(d#gQWv8d&K(UKhyq&v+&IZ?14>M30X9M$)6 zb&>7RsFXgU3$019y^A3V@wDmB@GJ zDOfV;30~X>S_k5Iq#fWu`f;8%FQzdAV;h-3>N&PM`!>h>J+mrF=Xx3OXoOTby)CpJ znvNct%1+i2c=Qr@s-KdABn6$9@JwW*C6kHB*bRH$!Z4}<9v>npG4Yex!;|i-ljO(5 z0>KqRI5;b`|HlCI0=D@=3f@0ZGucicp^Ry?d<$=Vd@*i2zV-0QYtO;lCazu)HmzLR zG4aV!LV>hYySiZWT}ks_;PBNX9jc^oYbfDgij;BSoB+4~Pyq^wneQtG0hOzw+Q6Yv zJ^XX#0Kk+c@=S4(!^6MXr_xGFO1x(coQ|E}1sIx`1o9!Yl;{BT!S`ffp8l_c=l`eZ zx{4i~P_6K|u)rME(uFr0wqRHY>+w4C9pd_4NS=bVDwe;bTah_dOuN zp``8|rxXTFe_%lWVMA0-5F>ty8Sk^QI~G}FYs}N2&oy3^bLs|&nQx94yA462{NHiN ze1wX*BIBxSuPy(62M*u;KxoB`P0@5!-q6_nw+KCqV2;tFr1-(fu=IiQ{qdV3AdBMv zmf-o90a94WKFOjGsg1vI@>LbnH1$ZUj+cWR{;6#qFmoe9rb8HZQ7~N)z*--0_becCtk+Ov{Z+`wkBGqe?}bxF;uBtUa3!ALTHBVKaQVd_ zedtq&z#u00(5&x5Np7{(N#Mp&Om@y%K8+Cnp~dU2)k_ASpQ!VUMXAg`DL$jYePLjJ zp~M?8$Zg?0>8IK&$0ERa8oZ_6Gocey($-&_iuz%esIG1+v(UtTUz?cS`8x-HibnuWY(yg%Lz z9so|gXr{|IMQ=$T7&kX;@3(HTa#lf}rMwFPdUZTkKik_Mny<_!37WQy0r(f-C&UcH zfSUK_t}OKjT{J>!mL^6z@eKeJS=Mh->#AwT=`-N@@ODDeg-=jCpi+&LU|O+kB*e_7 z7Y^-oo|%<}fKVH^++i1r8KV>C`<>7I(yo6nvjZ%W?XlIq)4Wxj8!FLcFBp;BB#Vj? z<9pv>)ZmGlCH_gk0Wo0wS5~V!0Lmd0R3gUV6NpBvWd(5HJTsNKxtG)5q!%~gmd-XZ zj1JUFTuNzIgMP2%xLrPe1PhBOV4BI`RgG$N;pZcwFt;p89A=bf_e06JpD1M8Mz&23 zFc+BP>}16qbSlHKP0Cm!-H+x#ymO8DKp($_5!`cJU^OTA+cKw8l zrho^DP}}R0LF=9dH>2Sbg~6__NzxGA+KPjjBKwtAoLl{ZL}~)rt#m%^rOoKeaNanJ z-i?)uo2MG(728JuK?j>i-q29$trjZL{6!+-K>bEKx2T{1z;sMYYKDenCqfdmHSLLA zpP7f3ZIV}yFt!}1J^RPmBzC%LoukGCvtF1^xQ{Qb-7QqCdM-DGe^mQJDvXQE_WBym zom`0bIAkCXZKk-p>I)sILxnLx93YUyYV;07C&njJUyY%>!m#d&0Yx^L`}Wh(_OOY? zdNc~UQk@;DZE0y4kH_QT3vy9E<_F0Dq!CEGPsyAvX}^B2gskE1RHr;SSYXH^-O zh<*JnQq(_;lm)i;v_~l3HsBi^%~(R~;fa)6KcIzGh29 z3qQ?aQM{)$eYB^2FX%pekOAQ-UQEab{NTq|F2m!VPq&JnlX&U<8pNiQhD}xg>2|4e zb*QN=QlcH=Nef#_8mQWz-KAHn`!Ph0}9L^$8$6VJ*Wn@J2H9w z)KQ#?*Y{2~fO8AF7H#}Zhs!orva*l=&iytSr^~(!E6ia~6p_p^pW<%a{(|`)KrsTC2I3E>~6Ni4}ff&9Y=9f+WQG^`G8!BVDaDb{T{og2|jhjG7p#* z&dn|u5@|?>l$11c&)7$5ju=bg*Ium=aAb2E`lS*9^faEQhK7dvvvhHlynpu@x-k4v z7ALb#jn(PL`_1f7?2*gNeUjpT9q4tgEiBfw;h4g9d6?%+)&-};$@ zQc8L1$r*9Vub!AM?~w*Qis>oS(2zmFm_{RkI2UgEl~LxTcnllML2~$XZr!QO_H z11$4YRZlXOmNw9b2Q{QW>a!}wGOHs~gE6FQszrg%57)iVd-VZrQShub%a?g?bP$kp z3wxK1xtM6~?YF^%!(+&q!r}fw=+iTnhxyBY#~H|M8W=*F7tP+|DZ_J41)rC&=IJ;8 zJPHvVb66Y@Z9Ce*FZihq+1Ww2ZLB02pqQs3Lgme(N$=lzLk-GMn`g#O#IW_bxZ+k6 z>bOcoCreDvk*!~1upuQu3d-C5J2`$p{9vRk%7rjW+T%O{H%dCXhA4dGKD=&fJ&QX+ zE+5sISTb^TVfXtuRPz@6eH#DM4jUcUzLTryHg7Y6+t+hrNhT*M&WiB zV%XWVN=bnP0!Y$MS8xcD_3|BpM6gLN7xQt~q>BQZ?Y<-`j96mG`lRtXCI2+ylXkm5 zlU*WF%LD0D*jpfp0@7h3j1J^e$!n+V`!Od;`5_7@&|B?V0qFy0y=(77v(G=`>b&}9 zH`m?j9Xd-d{vCJpQ3%6{$L8vLw=uuZ!xFcH>{w{$$fmfIl-T`qK@nL>k9&|uUzbtc zl_0Vw8rTgpVhd6!DLXqee|~zpGdH-jG`y;zp96vP;sKz0e1eV+aFf!XqV0MXoP|{4 z?yd2nGkh;@RPPmL(c-hm7MmXiDa)`WWMqcM9*kbc*@H&1^vAW}xP*)g1Q9@$jh%v< zQ(2)BV02+ELKz?3Y8gYc>nd6@GWAt>>ve{G;mSN4MU!pF&@Z zxhfm#W6MDoRBJZ>B*yXy(GJMp;tm#{zF7Cjdyuz_#;^9r#M1{cAQ}Y`L`tNHh=A145%GYifD(a72^NZg zfQS_7ND~pF6hn{FLkm4XfZY8C^mxv9zPa=NbMMTZx%V(9W0LpXd+oK?T6;auT5m$n zpF7RDO>o<$O`AA%&S>dx+Qfp~w28TijRkyiZ`Zb0n>O9vq@#8GqG#uLPrw^fTQAY6 z1g)o^wVtN5Xl-t`EA&VWur~R66?RfL>fOT@`Qu4Cd`t=-c0CciFLcnFUR))(PBqCa0E3{Fn?SWxg9 z#h8HjSvV`%%``2xCIFI|Ni@5seuC>pV~Te*GLZd@V;?lO6FR$ z%@vn%u5i)>K6?L63(D~1yx^YlCq0y?`B}w@akHLgD=_`_XZ&yQB_^x;++9{ZIuEmq zo_^b#0yEeDi;{#38!sj?li?16xJs3^w-wh@*fpP0uo>4ZQvB6O4Pab`) zLmM9p6KQ?z>1|?XZ0zD)N<2!W$FW)$YdB2F;W_F(&*HemQ|H|^!J}6kzo*$MP=_`#+P3{Nv*nc{Vw& z$!pYvM0M2&)alCf_S*`iUeL`}=U0BB6S9e>?wjJ|jGA3g@ z_B(%Lw$_e&c}B~E#i^2TJE`F-khXGK_)2mt$ZeuunmK~-rz-LeFS&w=Ghuaaic``#O z+BH*(EZM_vT?;u$UBni*gIVta7{g>*XJ?;&OB&u)my_`UjPPt9Gpt7fP7db($Q3-A zrFp%et#>MLEZwRw%JK|erY6cF=Y2CD?%h}2Y_+`tmn40%lpr(G=E1qeR3!O+B_21H zZ$A^eAovGP%Yr&@dbwGf=G~^3mN~}^bI_m+)s5iCSA?jl8Uy}dwu(p~ryg2A-!0$; zfA!Lw3vJ>Gf}XVy93q*q+$|{8G5y}*vmY~TBFAr)q#e|0K1)JJBY|3Pv#d{O%8Ko+ zO~rA3ZP>Nto0}+~5w9XCzjr8OyLLi=kv9`o=1c_156=arGR{gU&D;u;VyN|rB#G~b zHDRhm$`8dlb!YsVUQA!Q;G=9Hq}eU_QClds>Ah=?^IaXEYk9PBk3`mfovKLwH{0}z z`q6}2rHAY6${u#UQhQpenOblmyr+Wz?e`n4u3Y8OekHD6xgV=`GJ!g(F9Pfyd3`a^ z*FwGYXj3PoG)UnW<`j#vR|R$so{2CMDhIP2+me)MDO~X5`m)X$z0>dFDv~&k=9+KQ z`*c)uY)--K(AQmTjd?GP{0u{-ke#w8nl#4h91@7%u;FH4%IneU%mR52QDx`WWKd=q z?BEInY~r$hc$@iZ#?p+`)`_e7!BP0*-a^U411)@WDx>#OxxszWvZDE6op%?`cp!p0 zJiw+}ls#$SLg~oO_;Fr3J%^z^a?S03&%v;hiS#9>bYD`Mt42dS6Oh-6^gYo$04o~c z|E6Gx51S=p7jvPZG-*{`bzs2{Uvz0sN#mN4= z8LJ~79*K?7JvvL*DCsNhJrj072e+?vv}F`@ynd5pmeO;v{dQJ&Z_&2r!uizT5ZKF4 zYl=3Poi!aZ3z?{A8vB(#JW0UILu*g*Y$+>RW6=yaSw4E!Pl_G+>D^07IQjnKz*7Bv zbCIuv{h2DF1-)6lBj3ft$%Xqr&!m9czVIIXMjF3T#EM?Bd{Y#;>r0sx(Od$2@qh1s z?@m}8On#!Tn-;zkDBu|M-DEB;c;&|38g1)CAI!ILx_{}=WN~B+6(g zk1E+`lIcuu8(1r5hHZ?Tmbz}72aXr*A(jbJNyM>*x2C~Ne>3gdOlQ4oJ|-C@u^~5< zYk=ATDObU~=rK(kg)ykHD@0mMTXOMbMadbLLWgv98@Wy$43_LpE zg!}ogL5oGlYgYUC$hrL8XJ-~UCP(Lsb-R_zG`+n?zC6#%j-ZPi^|<-M$`JjwWOlO9 zN};I|yC<=!xKW+*EiHX-trx~?xMyV>Ugwa%2s31KOnia$ysVg|XW}e2L0w#XRN&K8 z5ss?`GaBh4791X|1vMm_kFx`)?Wm*t4XiSTc>(mbyu>KA2LI2a)9z`hWM>>bKEg+H z%$IOsSDk$V#mIfnIoe{;PTbAGk}FjHFp;yo@hTK0dP$s7+syT*;)bJ?A!z%ERQTYt4D1vSvjJZkym_lTJB!d|m(8r|*uD$48`DF#W*} zSoJcytTTslpv_sDRdqZdQZRh{nxHQyE!Uak8d+CxGdTexsjBoc#y#TTaE}Lg!-?>>QkdkB6x-0gD6Wv*IFuSatR%`c-dm%sHNDa=@FwbLwYsCu*5 zS%_LbNIYIMG3)Qkf@$Hbov|_PqmtjAogP~m#g61uBt0GO@%t*}PH?wU7lmx6K>#C1p| zb*b@jQ;WL7Gu2;S-#8zsnb^Vt>kpnXOgxWogXE(64jni0CKZ0V+A8_7-#DYoAh3R> zso0&RXL@xuBP5+Ar>S^Cg(A~Gtx7rP-?O+m#g zVZOe)UXdsXZlQdxZ{N9mlGe5o-nqU0WmIZ@SnpAn+ zl{%N6t=51^E`8OhC+6o{<&AJK?u@FimKyFU3Thv57mR(lT@5Tgpf_Ow2q3diax@!c z9m8f$Q9y>Qj;BC|%l&J^ku=Iqob+imtwz$vRHr#ffrrU@%N&|d@mw9Xho_H>`ZNO5 zvbm*v^FS_Ib+wNcG#^I+jQ%-s7M-EaAF z`5)Fy`L;L9zFhPD8bSCzc|G%Lw>VHyS$~!(t_J8m?j}51wob7jEMY4Q*e{r(F{rUf zNcSj3X||;JVcl?v6!2l-O-LEDXsHj_iIbDLVm`C)Q0TYn&WguMo`-*8?U~kTuXJ#a z`KlWe$}e4~_{fpR9D|P2EbCT?$le}Q?1}GJ707>hrfpWW@w<%Zhi~s)u1-;%2BBqv zo22Th;q}JI>Q$pk3$0z^;PkkzZ)V1&cb@|}(^x)h zQ!r!mp2MpXSZI3T2kVYR1!7D6a)+TAH?lb~i1);pOd_V`(7qL392=C66!FCF*|Q@) z-n87|N?qd1J|?W2SpNmRBgqXeidWOvPU1T_CtnntfCq-+^Tpty&kPV-VctdU71oi5 zBup84=HNzwqe%&M`hB2IQB2J%DXwOl_qzP;z-nS-H}f@Qaz+n*3Q^DPK5vS$74wc< zI6zW9iEa)9Q6}$jecQ^cW7*EWSBJ>k5P_i;PzDsJv%~2g0kAIQF#i?*c9XHHN!yPt zE0tzZ#@>fZU0yvoj>`V7fh;PNepq2WD*}6&#nejhh{p)OoKUCM_F4pScGMXjG`h*i zw??edk=&mpFW1&TN?i>q_6>+FoPo}G@6Oj1;=y_3w(ZLY;a?4g%^67@6IP%hWDt9a zy3E)XDm)E`HKSNU*}H z!h5b7e$u7@Gwy4DsPU(+no?$$9BvgA*?io9U7#kjU}ggr_ULX(_+m~vfcg@A^>Ei zUvTeg!6X*D+the&1D4UiuG2)fqf1dr%jhFlvJ4?q#(-uww9Hg|8_8@J9;O3L%VS8M zeJ=Fo;a;-n)xWNB6fPSYcu${e71q84QoN^Ej9sP^2(u9~8-wWU=KZ*Vb=}QnR@~AK zO?QOauHiJp{oD69LS?L^0Gj*kOW>t{VN4CZTpT;W=MxL^ChO?36(Pb*g!ErSy4Yo* z%5n-C7oicaEL2-Xv@WxLH0t&7qi2YEyN`_(n9r078GfKgG#h9bE~m|1YJ?XBe5n2|IHIUdX%OAA=u z@~{2?{Co*Y3e5-mDrj9;7cwT8>v)llWvaT)_k+y;X& z!!l>X>O|u%qj^aUKcUSj#;jm@@0x)+SEH*U7ezL($!HpcvyVX+V86xIyft+&4{vx> z_nnIYwm_N<`DkE0GJ5dFtcz)|Itzw@&4H&v_pl+q-L$!!l`mUo^U>;72t&6FIiVeH zOeU1Nj#h}5efuc~17d*zkD;5rQR)jHTLX1`GdF-G&s7YfYJkBU_X3VL5 zww1o}K&n;{%yJB^-w+efe_0HO(3omD_TX7{9N$lGH|}wsy+H{hbX+Uh$54@hY=dE^ zi|On(WM6uu5UP9P?7a==R9sBQrmidtc?deM@A<_Bm#F+bM3718IcGJ1UBT-y%mZc;ol!klcug3mK9iU2UG;opMVVbK z1DvNHs(~#4`whUdgiM{{Sj9jStL8*l@Xw*%Y+PWSv?3~$9BYH9bC~m=74m3RX6F?Qj1XN zBQjy9YyXsZ=V~Fy*stPl1Nt1R?vB7SZ9e&s4i-G48IoDQYT)iEpXLr*%-cu!#)Msb z2V*!uS}IUc^spVKyX1x_bfkia(5{RxELp!aqM~}kfdbi&#nm*MzTAS1<80pwE!O&- z@%@Z}!9r%(uS4jOgXlm_CW9yFdW~{ZA6vz_nV=JqlLaxnefwJ8SmEvQw4L- z(Vwork@zq&Aa)iEgQNqKt-oi`2uyq&lRsS$5)$ZnL<>Dbq|cUn_oE!{rK3Lb?ac)L!^;G}Ez|@e-5ax5|1__&*rRuv`zCfXZa7?zT+3M_#zK zQzT=R;0XC;Mj&PYGfUVJ_>nx&_*jae>%h=T;h)SYLuG0Hy%;%x<~52M=ikNkUk1=Ea47X=7={-5r|{4T^4pd%@omKA zd9Z9YXKkwzLRx zPtzi|w1BmhrLZEG!B4dg(_?e_4|dDS_}*%st0PudnyGV>XZ5K|bBnPZEzUogE~{2A zq8G8B54WkuU>-k_R=%(-jDNn67AxTC0nEuw93JXjXYcR!a;@%hj8oBJ|HR%h0EsR| zWJ?9s`%!y{q+$$3J2~jdqPurjj#b?snkr8RriBsy-QOqEU!IO|^fn*WOcb$j^@-J# zoL*`3)7-rar?51wm;+dExO$75Yje!$jlg{9JIW7l|b@wDn6dD(u{z+tE5<>Ng8#0=t{CpufOh}DF+tuQMl z>=E0hi(I;+T(vWS4dPXC>6D`xb+)&RC`+#e?-Dbe{mzJz)>df+bBjg%xOf$3%alN^ zwRx|>%^wTvVyG7A=J;91HEMW~TD2GE{cz8_Z1?bT9Z`$8rs7^Mxlgtj&Eo8$3ryIV zJIsccyiPIk;H0JDI)FteTpkFyR8~sQBsBxv$SuDAn1H)`-K+Z)Icaf$OYRG&p0@Rm z>7pZLvm>)lmycJ72l!5t?SqPM$ekBeyeUMaoMMLM`udsyj6Pg2x^xo|UTt+omWUYV zUJajx@f4bfn%hUOg6G3MUW^){_tCo*NkWG6=Gu9=%uw`ThPiSgXNu-6{4w;IlT>Q? zboF2|GmLB~=(YE8u&6r|w$MeK`;?|j7d{Uy=Gc&};zd6!YuuHZH0sj?C>%w2n&92q z)blaII3%D16$^TT{JL*@@=&y8{KQJG5Ws++$W9g+PY(VP$wlgVXd^(dAK*9_FG zr^XNWkDWlvQ)V4GDq8T`#`<|V1%TxMoQ}%1PVe4%4>rj6*^y5`I18-Tl06sEGn;Za zM6v-K$~PW6Up=$3Hh$WvXJ`CC!)-&2GFktrMkefG7ML7Qb}q8+Eub9Ot}mt3aMb26 zlU)LJa+$Es0i>kB`ZR-7kT`Q7uX*)`p~W>&wb`>$+VKq3#|+a&zkpsq96Gok{`8dR z+o%e0i~UlZ;*+b5LiQGByx{O-p)9>MGt_g1I4lWx=v9-pXX3(lWyIk1%E#~v)9&uK zFyrkxp?Jb6R@jorwp>r&WbhAymtlF#4xDt~bY5xV12sx5iO&d|bX6x|FghL+7jEWZU%OP%&)ga`l}Z+6F)7p=z9uFbzt)bW(JL-QW5 zdUb5Sl9QXtg#OkZNZ;nfsrLCoW!j#GdARmL{#h_(B?#m;BL;B2>tkYDZ*gb z3|QdZd=^;Z8Y_L|RJxhssNd%Rnl0iRz4s{Bid9=#dc04`U}xOLVur~)eR@I9>F^P_ z&KQI!13=<>ZVygtgy(A2n~Hr|Oak4P+}q9w-l*2Uk_*glda>vaTs5pw?wG&=`vCvj zYKMLn$JzBS6bc{AkFXNz-we8>13O}d^^1_c=i7-|q*b+FKn(XYK6~KrE5Qt#Rig|E zc@EPIrDq^Y7?9wSJ!zgCO!%H1?Xk7ad_K7dkX`4h)lPC zV;PJYmNRgv%%UEC76d+xb2EYk^m||!%UhCwa|_e~dFzF?yEf4vpV$x53ExYf*Dfl0fuhh-0J@jX%`fIVIH9SQ49Z(wa^ohHmoqOz4A9* z7mPimG9$Y4PcyO{J{%~=Y9UU?W5lEd#xJ`pjCVXPP}PPAr@unaF) zQ$2XNT+ZPHdL|FyP19=dgjCCdVS);dY)GX<%QKHKiY=7cu4gMiqX2r0pwTWr zrWA+GsRa5p`o<|E-}Ssgo(b!ks8Vteu1foQ1)4eNC|IV<8EJwWxjEUS&Q|B-Lh}~v z)tRvGdR+u4J39{k-?6dSFOMt4Peh*P&fZgUYos$_4D+<%JX!$g=fce776OUwm?a7# zFss2S{UUXC*N@XhS_VY#?wShmJ2{cmBTyQ?p0RF3xIH*ih-i@(*V)B~(}GTBWiy+Z zK_3zfOv&HPj+}D~KbN4EmljaPGMsbO(>t+!`$JJeascEn4XGc6{|YLk|$wiwjb{0LeXm{B+Wt0 z`QQyeiLA>F89jg=fM?`5fpv?BEU{G0DioB69x`dQf+%{9NoH8-iI~d|_KKG`C*4Ss zS(O%pvoDD#I*|Tj%fV47147zkQovYer0Ip}F&lN3z+psWpL-wgYPwEiC;hvDnG3~L2Y6S6f30&27|xT1|{ z0<_8ClGc&k2EyW5w{Ga<{R^;NM9o9g2qT_BQHnw4`~;927;M99A%kHMRt#L&X29UG z_O1sn2J-w5l=i=NiKt)(Q2f_rtP^YhDh$*`Zmic0WcM~TQcHvu#Q^15fL49#_H^(Te<9oXTM)-ydh6nen0KkLeNFxQ*<_0Xp zBvP^E3r<<(YhO!!s0$%&vTLn`ZsDu-unez={5aU}HugCk`q`KR@~t?_PqKvjRlWiF;3nxQkf_;t8+-x}?{hV0Vp%0j+{ zoxTftCfj_inbzWe%9Ga!yYkWA(bsT=YHP93EIUvTb1PYAH#n3ER(ptL{V8MNoZHKQ zA3{vPU*rqO*k7@oYJP4n-Jm$`ACgGxFZlL8vBLWOuIFbuQ;nnT+gGz_e+E!H)u?

        Bi=DY~j-EdRHWvFA0TfvOa8yy&^T+9CsneETS!xX)HAHq~ ztdXqeU<2h`_MXte_oLEXyDUJ@sre~3`SBZ(T~rOam2)wJVOb9^8;)YFtypg;mZMJm zUY3Id{hD5Xf7<~ak-W$2HCO|t@+&78#LeE{I44jdG#b~DA03Un8d$%!yL8b!P{&nj zK^)-0`ZpB=e=3)Z1L*ct&*c;kFJ0K<-vnTfa$Ixd#x58YEfs4ZJ1_q>#}QJY@B0Aq z^AK9V(({N6mT#`*V?IisW}l~~FKLugCSs3s0eP~_CL_Ypi^A5^e*qx{D0mw>BGTQVYF)wwGs;jq{{Um^bCakG-|ZeYQH zP6T9BpiYR-a{E)+IRwCbLi!L%%7pzhSR&hd8qZog0ht!cc-=zkpm)C_CI`sPnfL^| zT23S8LxK&U%1edyzJ^=LS9Qj(HZLR>7VW`R%bVI6^ZMYPyxAE89T*@CLoTe=*&-F; z*BB+Se$x-1=qD~VI!2&WN{Ecil4eY?A>3)7Wy$PzCpbg~vm=L0$`=g~t{Am@J@gm5 zNmulZoAW9LBrWEh0;DE}w>x=ugf@TRWt<|=Jb*8Gotonm%3y3I;7^TC9pL?OM(u9c zR8qCn^&%de7WBT8z=qN_b3sC92!jJ+h6#_7L8{nq#i~T7xw9HpjWz}hQyiWQpF|nX z`Yb<9Aeb8-O1BTxxhs(~eo5{2>frF|Kz39SLJ!nA8J~3$L}^P#WjOCoI ziz&UiG-9RVu=0eA#&22;Dh{82cjG)CE$%!2DNxq|#P7ScF@)EoearK)AH!>lnaLp% z609)9+;Sp~XotvV_^!-d3C2k(4f6g&ndub+SLoj`Ug1w-oeeo};1?W7ld8bhI(E9j z;GxNdefJ~hMkCt`k{tcUpCU>?>(A@oKh#)VAeuvtTMEULuyh6Zdq2`FLTOxcBXaHiuamolWo^U^pAlKp0fMau>eIuIR(i1^_if; z0i>UeWQ&m*SaS1?1K{H3z>U@8)))_UefT1^y^1-oz8W~~h@3+WaXT_LPu%FPNXsSP zQV<|^`CxAXu7#0supyyx7T7GtG1B(_EUDPktb49>fH5l+2!)yW>JF?QKn&mk**b&m zWWlf@f9@9}soqFNpcuUm?hK@Wtds#&Hu4)#O1>3RQ7w1>KMw!@-xHD3{_A)N07CsY z`TjrOCd`gZ51zOIU=X~J4+NNh4E&1?hhWlAZ8AV4BlJTX24%kgROMfEIkcfxpo8+S ztnV+rA3E#*uCu?WdaxUP8-~t6tPE}wa;>Y*LB;8nw*}3?%*6F1;U}mCrIy^QG|>dw zY*X|`Uh$7HKmc7&9M@Uqf7yR%igkFVqW#a@g<+oSc;Fv$Gb({l2wWfi?~3{>KL(51 z|E~rFjT|cqYE?NXH>iG*H3pSO*9Tk2b?X8%awSk%xn+g|BsWMV!FcO{e!cRtaTR;; z7^AGo5SRh0Hu(tPU&jtmF2~5|3$vi!)Zc;b6Nj$0&V7vO*AaIh5EE*qhQ?zI0ovW%^TJItTRP&B zUj;d^pI?`MUj!KR&JVSpzPdi?rj#5jtuv9t_ZfL+8>?bmzA@-;lApIUc5ytT;$mGo zgRp>5{`#;RgZ@LvYk37r+af{wbH#<0KabEm8D;h>CjA%9>E>wo7`#jED`WLJ{QlGW z`uS&|Y522V{)`n2y=+GF7UwFTGNfV0|DkTRe=6(HiO8t=V@Zza^*!1UnYqfH(J#C% z5+gBwmRorr4Bq^{V&HMMUmm?9M0Dq`O@i8%Awkw{==EiCTh|yQpq(F@cVArsw{KBE zk5jqB1f_Voy64y4L&9u^6v&w1wqnMZQ+$(IrUT%Ym|=-tBlJ0v^Gub{d>Ns)n7pv) z=S_QYG90loEBkqT`mh>&X+_Lpw0v;QXPHnqW`v)kHXebi2CVtg%V?8buk>PM9J>D~ zKj(DRb?Ea4R>`vgzJPREBOVQ(N37bPRz6fZL74QXr*xIg`G}f%ew1sdBmP-2@F_|v z3NbuQn_D;~gxMoQn^tr#oGiIwj>>@g{7@0UXfnVXRw#H#IK_J?tyV_+|5=Y(p&8w5 z9g8S)Z*hR`w=orv&!{W7S7F^n^>d;h#n3-~c?1+a)821E(ns@FJq9qq@gm2$=6$-} zUDN$_yBXz}1Qq8KXqUWRzm~COr?uUPybEN99Ve0sP94h`0bM1amScoVLJXgd5b1Hd zvZ7h)ClI@~7^`H8={=nNvng557Wqtj}qr}Lo{ZvpeuoESfFku@|rkA@S28Ixew+5++prj;akY1+56lKS1HC?|j zm!FObsgu<2w`WzH7W=vk0U+fzj)zl2EzX|9sx+r}pVKt)H#h#8WSRL(b+aEB! z#=Q;s2S08P=zbnOwqHa0belq=Okx`-WFb9zh20&)GT8Tjy!U3XHO+vJyCMM-v-=Ea z_Rjg{EQpZ&d00b7C;Kt#xK1xTVcgHP9}}n(#Dw*|oT2b&v4gn!;Uj#1narxDatZmE zjpvTa(`}@qjr~GYOw%FwQzh{Lw%`rL#!5vsx`x3|0hg$zydf zBvHpZa*udHBsW+2q6BK2dI~#o{~n!kne3zH9w#Thi~IRbyOSMkd*?+0>v6~S(^XNd z&uLUj_Nrg4p)aW@sHG^vsoU$hRMkA_0X5hWsYTE5Ho+`O5BGpatd^WrvPg!N+J-eG zzURgXk8(#<_7I%{*&VhcFVb#wQqQEnH&o=iU=w8|e!C`ALpR*|YJGmb`Xb2J*iL9~ z<+bC9lnpW5h105u5__2?Q%||F3-`Hi+CdQ>nxUpS{r&0TKgI1z=c*{9<&@9lv%B_v zx)ePlsQ9s-RTi`>I=PquA^)Ilg(jW7oiuPMyJf*@H zSXT(>sJh(&g z{isb)o(yP?5}#h}r)jCkkAK2C8~yot1}f<2guKcHB_=GHtW5~IFOfH6<<+eznClH~ zY6`?h$eFAEB&(`}T#*PWl4EIEz`pJ=?QFxDrY(wMh}~HDGU% zaOKR~whHkq%}|Nre6_-(ZX@S2E8E{xB#qi%+l5OyDF$3+OXy134m?M3pV)$&4h6GP zAqx-;Kd!osIhPHY9v-vE?5k;=UHtI;nhqwgex<2+sZC>g?CQzc#oQHtL!%v_ZC?y7 zfGHWsE?!zY4tWW{OCTqm$d@|0nc_G`KNADoLm*S(5x;xQ8UJ#(fJpW4_b7;QfA=kr zrx!AMQF_WJ3rP8I^kP%lk(Ngmi-1>oVP|_AeiXViuIsGrjRF&c#x) zl<0&fA~>xt@I#NzYza?4FUBdeUtC~idDw|Q_!vCMSe{NvV37jS<+H+aFrO5HiUFf3 z&4lHzO-j5bl5g(QQvrOoD)=-L*4D^efcHoBE3ha0X`RK^kr~?i_v%m((yyKl_K%sM zdAC5d8S>te$()PBo}v40c<(Xt^VTq{wU+_~(7^gjO~r;nVNN#SB!CP)cs1T=-bV^7 z;AVKIsLdsCD4f7<;p;>p8YWWl(L`_`{0qN(IX zP`(w>g>V~PODm&-?xH}LOueBkDG~%&_YkEZ#cvs!4o4#@k_ME$WWK3>{_ zy`Yx~>YeN$%Y$GhRG_)Nq^InOxcq^B9@vONce^f{*XQ|wMU43c-tu$hDU;MDs@79? zbfn2b3T2wAef!8*rI{K!P8?nzv-pwK75G>)s&_l`+HO!O^ggv(Lqn)2m3&mbEh`5P zg%6<2bINBZtF?m-P=(sc4sV2O75f@wAQFzcN z5;?1ANW*Z%x6>7B7y{BNs)HjzG zM2-i`u_14rgGxc0(PJ~EdayJ@@DM97fJfC)QsirtC8B}`T*u76PnVv{jVMf>0!&JZ z&>y#}C4aQc&$poP+mW9@qq1&f)>atzYHh+PW|;Hq6q=cqS&8RYxz6tuNlm==Urz?= z_%LDHQR2(7m+p%1csNjJyC!JQA5_6S?8Xf93}d;T8U&K3`n_(EWn&7j>Nx++!yt~#4Vbpv@)w<{hIGgvsZ3s=2MtSUIiS<$%Y zbA;8qrmh#+#@K93B z9$eDu!_qUoE_98PRahlZj^A|sO;Z`*Hv{XXqX*Q$>6HM8zp|Y~g}{2W>fRt6Cr+MCI?<<=ZWY zJsnElsbOZ0j&xcUsk13EH8(Z0_IiS*Z0(H&au4U#!YY`vzphtcu+bphxkcCo zYve+{m@ILoYj1L?YjAv3LV1cQwKb^VHF~9R5bhkm4XHbBE2w_DM&8VwCaU+AYDdT7$Fkk=?y+Oi4* zP(;$$>O+mgqg+j5dk;DvOqF4Q?TbcBx!cK9@q;eo9Pn7jU!#Fav9wSmiv$z)8Y^sv zcXgD6;d334Xsy+0r{4FE7}T2Fy$*G>sHtkC?AIq2q56vVh%LafzV^?hH%3MeK}xpd z&q&d)ezJRkUCg^5q=#k1rE!P!q(?a<|rv#c0wxGL0d{nQT`ZZ7EY~Qv>1#ytPgo`dF z=Sf}oL*NM;GDWnOEB#&N`{T#}2V)UEmq9&I?eqGdyz=MpwY}m&Rto-RlG1t+W4u}N za(`D28HA)@sBkD?24Ml2l^eW)?8}!eipo#v_(ZE{b6Ook_qhxHwstn8AZR=T>CDLR zttD+r7Q7P963E^}W5qMG)D-FnW0&vkTs;-KMpa4M{x3EGU%qR72lhYC zh~V}h{7q5Nn*Z`T$R40=+>;vqb@DwZ&v&kYc33FP#kXw40*JwYh?PDS_lMr{b2}j` zRr%fI86_&`Q9w@p*RcWX_F6+F}I{x&iE!bTJ~(2eOo)?K-2r(qsRP9pe+?ftWW8GACi#(K@Mu-_`TXh(UfnTU z=^R7b>%D*agJ3Xz5S(g56Mznx`dA_EcmzD=5JQng%uPSOT2J@yInL-MhYl>{!BW9} zEV+iws5fjttx`pZ^v2vVhT^)(KmV&aHqIXY7rd2+num2WuS*?4N^> zM8o)eu5twDQ$`F0qo3s0og!|*$^gCkgQ~#i`XiIeQK4I~jE8@I*#Ia2wz(ejwbT$UsgvwV zXo>5|UP%uE6}v1}m>KY?6;Q)^8e|vUf5;Bc_KXuANOidM-^&xT21z znpz+!ebCP0K^9a@VVKR3W9(p|u1PfX>=V@C1+{{J^9aim)UKl$CQ=ZS|IQ$EcurmV zpab6&!2AER+h{^bRc-C`XSz3c;(N>Q?(+pVyAdKmf7H&L2$0zDZS1S7`$FHJX;qQO zYp7Fyym+`1X;ugu9B*Zn#+C{=oPaufS?HOU1?c= z;@bCUpfM2%4N2X+=XjbK>4-esYnHU+gBJr8y+>`w*gL1yYN^ZiJ z+?5kSSLvm)fSM#l#{doxoj|ic=<<37YMW)VNAveYa~vv*xq3(cLB?)>s=?NE`UQjv z>FBxo7K;SeR}o${YoGR7UDy>E_G|XVfbkx`hc>o;?bA~3>DsY~ScKZ30Vf?3aS!I`7S%*D-ENISR0_Xvy`zm5Vd#V(n z+zp;1K13;>ex_LCZFx3FAPAi1Zp?fZFE>A1LGzvtRG+P)T)qKXV*M?g*xsZ>+<%b4 zeK7io=L9do;P*MFK(13cupbjJxLuN0H$Bw2pL6rKxubot5|*LE2fy*z-#Eg;%$H4O zgDrxz7X5Z0;AZu~!gKP`TCb;rH`y=0lGW(1V|8te)JIhfdfm{-Nojw09H1DrJM3lP zjK%HQLF8N_iu%$*Ya$DId`*>WgqU8FFNSsr8@MDOwQ=_@)ey{8-ZEya=^F`8F`kJUwz#ob9hHOswlhwS4d!|FG`tdu z?O3k|+cOJl!fgE)HFk$Hg?2Ssl>l9f$l|IG=1!^Cc$@qZj2Y;d2RSs}Po?DH@8#KxGd6hr+fCD8Gr(f@ z9fRkj7^7YvRI=hhPQ`|!`@qtGu#9Q`sUvVj@TSV@Sj*p39}2=L&?4vNJHWdBVIIfe zl|oF+K$v-O&k>eNW@vALthdp3l$qIJ|6!4vDw+S^0vJ0m`)+MY>!OOQN?eE-jtvHF z9~%s^!PjYx{5;4F8$33B4x#R|w7boEfy?PXubUEtj2p6{`)>IXPX=X`x|E+HhdjYN3Hm|y1bYYc%tx3!Y*Lb6|vj?W{jDsit~zsx4o(#H&%td z)a|pR(CQz!n2uTdeGItW98@3CJD(p^JXtjMq1%U2dfMM?rEuB!^IJb!7fEx5#yzpd zIn7zQN+ksh$Sr*l}Qs6ude?0(kIIUPWs@vR^1!NvWRB(qwYi~ zGK0TRP)F?>AF?pUo`3s(8)G_buggTGO^lhx)fwfU>HbkGImvyit0A8B;DzAtvx)ST z$8`f^7W8E?(Fb%C!h=`Hs-?TUFcaOpMlG3`HjRExD&MDx3Rx=}awm>Wwi8>&vYW6uF{u3U7$@aXF!6SZa}nj~({g0iwC--y|h8o=F&&%IMW zeW&_ew*3+&0x|dHq`_*hGi{DoHlHp!*Y@u0V*z^3b z_zRWY!#iTvn=`3Bz5sy+C!kSt;%(G88~479ph69L7RjEe2NqYT zIg9VJu1B)q`oWxz-Dh)mc=H0QSUX$1!}JE+j^=|$;HP`)8@OOC-3X`daxo>9h}oj( zwPm}Pr#s5SQjifbl{`9XGuIVQr%JiD0enl~nd>bss@W}lOuUEIsG57>b#@fS$AEGEFl$ zkIYbFPYuu^-t}yD@(#0RCu#C>!DI9X{yU*^wYX%iOWFnm5tDp^T7j>p4(tm+_2n|teT-w>C_9l z%0pw}T2nU7k|1N`hz=hV97Nn43NJbhWwf~GB}8X9h)MQXyY$X4 zhfP1?YIsxEMNI9O?oA3las-fCMKVAWHYv0adya+Wx6^@lLBXwrhz!Vx8cELy`8Tz0mr z2i2EMl5qG`G6qXnE{e9GJR4hzclwmy(>pflVu9(;%c3aCjV7hK-0*hvfdsN3_Bo#= zrY*{}#yo)tJN zlfsJov+7<1>5${b?$moGrp|hs=_#9Zg=^P~ogwZxXpV`Y7kyh;dFXWF9$`m|`@54Z zL|~YbLdbOY&-4U^iL^py=;yuKTwp#1J2%_B+!r0+=vb`UinvIw9B7Upt$x%-u4!wO z@#QZYx6}kmkyTqW49P%)miu;?|P@Py^ng#E@Y?DTDT8gmjh-N zKa)()BZ)FZhW$3 zxvITiP(HDb4ds)qf_Q8%%t!4b!d)lWJts$lj}qvxTlomGC)JksJyi#yWFDDNv?MDY=RDD7^Za22uH ztuaMoR}5$!-t?xZZ_af1$_btLNPE{^YkTk1&siQ(Qt}-wdmyi|t43Xx%V}e1IZf0o z=e%#fBI3mJB(zzxckKl+_w3BJJX=eLjA3i7w?)JOUVJKaE^XR$z9_E>9@(V30~s!g z>MOoF>-r`p-%Aq28j$^I{EznDJFLkp+8ad$8#)N6s5GTo5Q0dNs-p;z0HatysnSFQ zq!|K)I9M44lpus|p$G^FNH38hMM_2@L~5kQ&>^%yLhgPOa2#jO^L+Py-@WIa^Bn&W zc(cpeYyDQ;d%xLaaYBmkVEn79aLY$hTP0e(<@>%potZ6A&$ztfd~(_P`^s8H-nY)k zgLfHSjJ7_alU*SwtW9?~kSe0r8?{`1{ zt8ZD@!N*Ai6DxxU3e2IW3}N`0jh2DnBUQHt| z4d^9QJ7-b8-MpZOJ@1T*FHXH&q8X5cuZhlVCJ`1?f15Rwq7ybjZx`GsBgrd6M`}gB zostI&O5cuHu#6I!CG*0g5(bOiBOz>*d;r#|ghYIFh6E2q>>updn51J&Y@!W6yz8~qK&RDs zQ;W&XBvKMw^-p3}5!FS6Cx4HXYE1kir%Ac7&*mIn9!awf!%*xJnp*v7&+i6{f#`3y zFRVTRX-LX__&loS*_YDv%pe=XOO%o?o$}lh$J7zjr|YRs(bHfe;a^%h!#&Rb>f{`a zF@Y2D$Uf!#&nBL1_6F8}3xo$$^nPg!n)r>NYG$jnUxl~jmBAVMxOYXh!|0#DE7)C{ z)yz<_?eCv5Z(Min0J%u}KE)}(?zaF#LBc1SM-=PwTizrYxN+Xl{8jh$lU~7-QpVG2 z&RSP3`?lXYZB#g0~O^ z;>>w-L*el@&%zdB?}uvs*rFL<{gDV9f-<%#gy#@U3KjfE38e|1>hl>;5rl&2`)9Z%(Ogd>DBnWACBf zcJ){p=LdNCGM7b^$4LD|-Y0jwiu3rTgia$#rnmFqdGE3z#q{My$7BY&-!slAV5~;* zPQ61D+H7QjnSv@!E@GaZcI=F9yp@(aGoP+ax}O3{)hkQqWZ@Ourti83P{rPbHf7`~ zMzG;zZoA9$F{|89=!5iy0KJEB9a4LU^`8{a{Bqf>pfy+8`vvmFrOt|Wam}>YV zh6BcydnwH%+uT7zG+x975wpvLb=Yn zqqE&5`d8ycq)pb)E$4P-+}y;kL|^2+z2CXY$&oh7y#Mu1z3Wc#VWaxIOSzjYT|Q=s zy9Q8B*k|<4YY=ZH42Q&j`R2|tR@je=&7#vX#d`=$_`K7*>5X}<)3`CDf2QVdqll3B zp*Q2%>AVt7Ua1;^j-K~*Nc7S2SSo!XwyCl)wf>b}?PqlSVdEN70!y(cf)sTl}wQ=E*&7WiHM}o949LEa{F|DpjE(yCa(7*KGY^ z&dZ=|5x5B!Y3-3bn2*kMJS%j1PFQ7lUR|Y+ASKMQ&^yuSk(TTfSbvL9d$U0Lhr2^^Q_ zvxLf2rz&+Ff#(F>(ij!i{2mnoEqHlmyNNeRF|`D?^fItMH9oXApn=jpR;ZJrK5i0F zhBXssC2!2N5L8w1T`rbi+Im)=#cVcC);YKFZwnc5GUP|xwjJ?2T4Cogb>L};pwz9) zD$B^6$(w2Rv;d?>smW18K}5$pQQaI3`_E3r#>DmMnh2NtyKj#=j2b5Ebi5|y**52E z{^FzKs#y#ut8|dqwDPtUdB6V~dsw zi3fHj^4n$E^lNs1%_<40A4+7+o;Nyz^Rm!Hn^h!^%r}Qlt0{j-Kz5}1X{!E0a>w_R z;^xA6R_(=iWiLz-u_8SN9#*-_{%g5-;BiJEl+>NHfeA+w3W4=r*ibY?uO5k@>nP#06ua#1g zc_6!uU#f-cH&MmkT)Glm=w$@E1i$%Rm^oc;Y}u$Sm1n%fNHqVGdqRh{N_zJVQGfz% zO3IcKwRuWZjN#57^cN~;0{zVntZxtL95>FkK^N;;r-nGF={S`Kzymr9LsN#{xtBk* z&gq;+&8ce>Zq=eY5)eQu@(#2GC={WIgp`(7+Rfs$@;8RXp}Wi)B$~{OE&eI3*VZjN z*5~`(NW65*&%bBp_3twQH{NyK(kT(IJ*G@N5(pS~*p~rNjir4CML>Y%d+V``cjgpf zl`$Go*2U|_u(;j6=grhn6?Dj#UBAMj?1Y(1%AtAzGpC5?kFP2$t87aEyN{l+Fjv#D z-*&8(|HGW{%lgGcX5EuqEp0uqks;KXBj5SOsbyAhiSrWI%|1&reTQyNUh42pJRNYVq5b}oyw3jeQRCq(TcxIi6kq=j z0zZt-Q6v~Lg-`WG`m61WmlMqW&)3s|rCoocadK(m7Na<0G{3f6&20&tf-+a}?V0=B zTburVTWDu<@5BYB8L*-|ogcV6IeJXZUTw~=PMo357yVM_K$ty-^&e*rOjNnfQDVF_ zwH=+WcJ=fU+62@h6%&JQ8Rs-FdqRziU9 zDh=Kp4x(xm6sRGytBFvUuo^pT;#Ak64CB8$QQLPRc50Dl2gI*$ks+h$v|l1nR*x0Q zQI0GkrfnCZXPUrDs;%2)i-5lE;(eMRs2G6wYM1R}c92(N1XHX5KG&9AN8sYxr9pyK zphy|1&MVb@61bMh#?_5!Q zs5hzKgF=oZD`Y~IcdTqIKvIH4`DGwG`LC#tElchg&9?I^`w6S5nKia{wYmx{@c$6^ zKb-qt#9a114s_VN9w5$Ju?^ce-GNI7n^~(czOj*mM)oe^AFBve;pS)o4chtq4nE71dB+2Z26)H$tA(?pVr;2V&~exN6%k^HW}|`@0bx z%kc$T@eN02mQ>$SsDE0KO2>V>^O7x*Jdk-iEsThtiE!qVFB#3@^(0v!Md{w0`hB*0 z#63of20Xl=C12zias^|Jx#L#X}g4UgKOafy-mIoVxr?`Yta<(wRh5|}`fTWyN zVu{R1C0Ri0=BluJE^MnZK2)H%lk6QGAm^%)xFkeY^lJeXTYkhvruSji__SHbE>Ks0 zL+bX@vhDNq?cM>b2k6U<<=KD*dl$&z;B2VA|1`9gWlXbZq-K@Pwq4Os9iI*s5k?A? zu$GsusGeDLeLNUC_Kx`Ogi;n%-uKg7dbpM7v)r^;m@+>R?VK64#5|;hYn(2=GVi-* zWM?Rb=y@bWu(0a%g+i3qYTORv9807IqhMX4R%E2i30SvHYnl8XwrQLLPtO)ma#l2 zTo_pYfxV|f@|_Qorpqk73tf_!AnyvScef&4ttvenK7)4k?bf1`x|6d)T?Dgp4@LWQ z$Mxh`k|cbarbR4TL0$HDz!3TTxH9(+kwsB?Ega*Ug_|>|$Evz?sMNHmj%T}*W-S`& z2hL1Symjp;Oqg8`M)ha9NFFWc&2usAR~*xz-*+LBe}~GCJlK3Z#Uj)(W`mf|^INab z9b1XI-S}+(`9(lb%d0zSq_1kxQYu&b@zkgOXscIcq>q^Dcp7e#Pr0?@s3iss{d7`tg#YXVrPxRQ&60B z=}L-8p{X0{-6&1LJC+-PJ&l=(v(yx~%eP=b!GA88gBQ7JH&3ysWZnupZ@}cDo_DwC z$ZTXrHmKwKbsHwcOpOfpT?{zWfXmN%Wr=*S8!`Rm0Hh#~4Pt$rjbXcQ!RpD0DQuFJB8WxXErMxwy&9iA_pA#=DP^&Oy^E`$i7 z6?aN$9Z}_rCa%X`@a+aK)8pd$dbU$J8x*FF!%)pjZqEML_?lqtnAaA1Ap_(cosPK~ zE|QKNORDz`r@e)(w*4X?n?nQBJhrEyH*5o8vj-}`V|-UvNR+p46k za%B9b6_RM(LMc9Li4+n>B%>`1PF`A^cexvFD4g`Ad-j6f~&sgUu&&=>Bbp z2w_CTY;lBGH)(cp#2bmrDlydCHG^_Rb&H;cIjI*TAcwvyG`Bt`F{3I$5V3wc+lo@UfuX%+u9h=VpV;?DH!{lG&efmQQh)5n?Lx-fYElb~)s<~jW2!ckDO*ZoL{u|jJ5 zJFAnebGFoOl4*viQS*4_+uh-Cqa-aW0}J8|%5>h_v%@+k&3QP3 zpNk9TKu;}fdAk?4T?_%0q@CmuH?WRhT7qZGNiU#yh(d*3h2QubF%v6V<(r(M*AO~- zXll0LvvNjAX)wjMTQ!&+jtv@sZHG8C*i}0LlrwfFmaaHuE1aEvDAYR1Wf&BV;PAfl znoe>-Byy&SyBVQ%lT7QUU)>K2Iv1;3X~Y;km4@^(e9UXQ<{JYXD0SZ?Be_{-U)g>a zgp;ra*e7Wq<&3=i1fsDiO|5oQfExpi96Q9wZavBB^}dKV&Zoi{G5q&$#%*@KtWc)r z7ke&)Q{c~>tp}sIeC|38+YN`oRX3l}k$5o>T*7##?GmHi_70ElVdB6pzdADeMZDF? zw9h6K!_z*7(PvWi7|-4%QqBMf0}1jBqMHEHanSL zH#)H1iqTgBP5}^86Vj>b5x0IvRt#LF>V6%OmvS|HAgExQ(U+I!G)-}trFoMy*x~QR z+Ngo8pIiyAp`!sRsEc-0vgIcE@0|C>evV#ds*2rsEUoBXEDvn}w7oT3RF5c)&yJYN z%ORXb1q>@YtIMI@$J(D+Kw_Z?;qe9EgPF`Kab8fNv(BmPQPJ< z?$CHFVTiTtAMl^1rSL$tQ37nhS%}gg9+R&etUsMM--Dh6M}s={XgkC$FaTnl#HmhE zpcvngTqY0SV+wX`@`~<*aOXJcR<7!)+{OrYp0>LN`6fjOrC=}VYU#X3FUU)DpGU0O z+^hjNwsrRXIzACpaPX^2O}z#)f{&$&h0;NtwQs{mS^<=xp$%VP`XRB0O@GRL9_GwgMzl@zJ6uUchu0(`B}o|*W)Tl7XF3r-tK1UG|`B@nKdJB z-W8J@rTEWFJWeE#T0-OmIEz;F*eVEez1?q7vB!)-u`uoj3Fu9t7#8ty^;q2=7d@wnN$vbrM(liCv%~T%qY_lnJMnD7DBwCOrPSe z50$Ey4N*CO@`Mh2Kyiy;MdEAls`~@NZj5v%b)gc&c$*-TlEe{}k??oPk2H6XSpI{` z8_3HgETskS!@YEk1Eb;QZMlr5+3RI};pXlK^VAMsVievrN!uhNl;s)3x+t(RuHD_5 z;(DbBW#&hkLfptFDaDcnQSTS92?nLuf15Cnonk}fQcf6c4K|`G z{vH?KnC8@R|03$@$@l*p9tx`ei#EKo?3Kv|5)y+2B|z)?vI-qpv=HdMmT#(9M-Y-Kz}UvTm?mjf3OJx?2qN1APz5o z+*1G^6#(|f8k8(>X~23MhdFJPc@#h4JI$xO9y?LaKy7F!Rj7H>;l(2u`c$!I7ttB? zGxY|CPoM%8=MV@N*DG1vF6f+G4JfEU)5Cmux5yaKaGt7e$~@TGZWJ-|!hHv;h2K+L zZ?RR3>-O{}8JH`Z3aL=7Tz*eL=j_P@CX{@dgteUzupvlcPIN`FyDl$Q);OM~$j@ z3$95z?DNJrq~>ArvChd6qE+XtwtAUMKzQ9yqBaQaR44q_a1EXKtNYs6c&`V)=VFJz zNhN02a#ikGnqOusW06@!un;=f{MkQ5cLR2~E{Zu|>xUhebmQW}-T%HGC%M;wdLs5Y zC^e_ax;tmO&q`fUE~rmRNI8%eOD${y2UZfSc)8w#0Er{Ubz$O7pLX)JNa}YO73Doe zH#5+#d-gTIV+3?!_3qSPY@mGe6-VEK3Ikg}oUp<*x>I(vMBUIp-$>j$xa0?;xol=c z=&Z6K3?AwW+4cJX8f+o>gf&b zbZ~4DkuWkGR@fts&z$h_CK+npl{uz2&>N-i1a@Rj zJZ%U)k}AJ!8FbwJy2p%{8Oqcwi!PFK-PKd3q}%A0l}c{tgy?c~-atPEOSWyZ4kL$V z)V~tS*}(M`99v>5=Iu4`&^|R{{~YSLewE&`r~9cI-zLhJ>vWN&tvdKNcXEt_>=HA1 ztBmmB1Yxe*{Q?N}ITW7|RzDRQ&hpf?j8%)SOM0I~J7rwfnAqD|x`mFfvnaqCB+noSXElKCgH0%{)US z1xw(c?>#>^H9J7SVVd&>Y-6mk2Ea0DRl-l5IIlJC=uI}Fr?2CJZCH`)|2>-pT7zSv zpz;jNF3>!Hwp;(F%;Epxp>H1$kwcwfC_S6R8EQI+DTPMWHrlET*Jcdh`5(Pf?( zZIzE_{JU0L^s6vxw?v#=(O+EUIaR&o0pn%6UZn#!UftLoYUUIg1I8Irq~TCq7yA_N z3~pPIY_c`6_H>k?8GD`~ML}TkKT59v9Z``S8k}>7%wm$~aj3?f+VkDWgjxh_3PC*kC zeCu_gq@n+Zbs)9}D+cR>g;`HuJL;YY1}IDhU$wJ35B~=2 zAI{NWo)7)$Vt+jb(|@!jqpOB&$)3ch+8*!z=Kk?gC(4SdFWm8_xFciViQS%Jf zdvJGy(|A8PS_d!`o-(G7RqJS$ddz26bR#vB#|^<3{?wl_jlH40R2 zl1tz$Ru3Y!NhX9N%|E2r_-50kn;QfP3@lz^W$_RRpKkQ6AXlG_T+VDqW7Jl781_HI zBKH3mVuIP{E+iQpxJg#;2Sj;22@Mv7gx^T73oHJeV-YzJTDxggTP|IJp(aI*yQVju zXy^X^^Wo~d=>LD)A zg6(gP>T>V=>REtjySlFCbT~kB?w(v0Z)o?V!mjTI=`EML4e}E-qgfo$lTLyTmT=U; z^od$aHMIyZ0=MIs7D*$%aL`KOFXQsNy!poExu&><@e9J|ApE}qFA`qS`?c7K*vy7q zCPQ7AcE060Ov%6jwvj4BRftC7hsfm=?+xCx8I8>4@Y-wMLlvE3nB)+f9339E63Tlr*ez&Wl8W_-UIK(Ch&9~P; zN0Fgi^E3?Ll*?WK;woU{8tdawK@>`%p`L4xN3n$fS=3$IKt+e0uR=Y!ev|oMod#Us z8mD)aIq2%?19xq`_I=%tVys^qST9bV4amJJiF>SoW3 z7K)cRV}T2$oMu0c1g(t&zVGAyd-Fs5i1Nvk#^|SJ8BU!(tauGK2GU_Rc})C0*@q&S zrJN3OQmCl2(i=b@*jZ>ki0uEp4|>+EU0Ev_9~fB<55VC4R_5Os0+bLc_SQA?2_RtBz6A>83M1wcx%uWlzTIXwLVX02d0^W3A|M1d*<}-{-ZCP_!8@ zB*jC;Q^c+2m`j6xI$GfNR<*SUtCs9P8KjZvXQ#dNyKsoVW zQt3K2#rw@QOD1HwNTgMdMWR?W0tkt_M|pyd-W^D(y3Q-3=suuN z{3K0x=>#|1$H`v;;nj}-XLMZEMK2PS&-O4DFU|YL*HnL!Z79V+I<+zxFe4CJJtTye zsb}}pZW3@$%g~Idek$c|GpDxW5<^wz-o=Dh7l*uAHQNy_uZ|AwM!2Hp$I9F~cOr(| zSv5PMhatjJ)20GCAq4)Ep+6+g^o3uhKb3K}nYZuOfvnbwdINoeKyqvfyil*8Tix@? z!u#e=#OZ2pgJD-8orE6wU(b-2BFPtF)L#T97F+q6596wz?!!-OBouwicOQOZcBj6G z52Fu@I)WR}^G66uNj!XK;U=ZES=uO}b)J?yub>kg$+q(xQ^~Pj7v;eydks&#JaGGS zoO=2p%S4hIwRo-$+`Tgemsa*<9MwN6su)I=FVlvLsrAuF-I;E%C~!#R7^j~^ra{X* z?bJ4>lDB^53tGX4Tu4e_UmqOpgDlApW)>^RD?{ZMM?HBct{V5tp*Xc^+vr!P`}8Bq z3qpy$qTpb{Vce-}*ES0{eZBT*k5l18{c}tfp{#eYhJ2{ZqLX4&_3;h+l55##gY`ApXlr8HAd=y zdqd+1KQmDRw?zhbstzZupP1702hnAgj$VqdJXD53J>*9e-#N8MH3ZyFy}X~EWe~bQ zh-Hj1BopGS1a%=vf)gQ*px9rGp*xlTgX~;^3cDWC398@JtXV+QHphn*cKmv&r@p*q zQ)!&BLwrIQana^Jz?!1FZ^m^rgyXEygp!*xcAQWb7M1k@w_rsY8jXI z==aq8ej_g$e*4Z^<{rE`~i3n?m)Wxe+pK zc2?h^XdEc`bcNJV1d<%kyGLeLbGN|sq?@3ve|=|(p_3RvW`ESgnf9a^^8&I%SMPnISue#_Ds+oI`8!Q*Wb+rYSQ0efXcyQ<@nRHe0qGhKEo%s$&OkZ$T zz;fhOtt_8*0>g!YVRR*s7n!PTcO6*&n-O7$UQ8lMIVecdu#Xax=?2u>u^GK^as%Y0 zE4!Fi5~3GL)hwVx@jA>e&G(2mKAe?y(hOpS>gV_^ja<|Yhr&Vd3Kaw`pQ1S*qD?jv zm>R$@j~G~jp)dh`!w=xZhjH>deufVmNkiXb@vnGGKNoML6Tq@=V*MasM_?*US)! zAXdOvDxq9HRMuU%!VX7Ej3brrwMbW!zT~?d?$0Q?RNfaUkEYsVOuA)4P6M-`!GAn0 z?~mit?Qyc?oqDn7#aT_NmLBptivyumWGprXCz6Sx$WavFTCE`>(mUpRia(VccThXvA#`p(Avl8=a zr4$$XAnB6yogVFV{|xu-OetGVJH!Lj6H`1FHJ_OB^?Hd*b-0(| zC8osW--36J8L~@F8Ti8)SIt;7iFel}JI7V0mH_28^!=#7Dp0XSQrN=B!^dq*zE5#4n)sl{lZua*o8*zO*LpGDZr zWf^xbaKPbv{;+D@8r}Q)Ca5(o<{N=^=_wtsS72VxJMHe9>15n1joacZ@g#9XX~M(@ zY?H3$3lcbX4!;+N*lhr=pY|2YPI&?@$aI?<-+_yu!a}TbIw}V6EC%2BsV%8PUCs&2 zO&oi{P9&gQ9}q967E!v)qrmVgcIx!b06OXeP88BL9|K(zLQE$ZSLyrqLi=t&rT^CL zYh4&lBVjf+#$X|LlguoB$h`pHOI=;gs)=WZJR4;ma5OxrMxbKg6L`sWHNT8Kk6_Bc z+VAdTMXH|BYJ+Wqk(P^1*NMu@ERsB`tyP-2+hD7VLIB+WZz_Zc7*)fmRW+#bTt0mJyCG}w~m#vU^g(G9B&6Ua0J8YUp*mDMJ{Rnibxd`!!1JAP~_ zbEFu(2hrovYP=l(Z(`YI(9+ZnG$A%Rz1k!scpr{Y-J0d&NE%C^duEkq7NZ%LE9|~h zNEv--1vp7dEJjze-M|XBRz1qG({e>ax;o4a?w{t*DO|I<4uh|&Gq9X%$!gYkyHTbg z!8yyPm)W`}&TlMN=hLlDwYByg?|)nl$ERWMn|f5y0)}5D-46p7`uoZ5-Acqf#wEA1 zIRw####_#s6wX>U140xe$)>h_`y-OsNY3w`%hfP0KV0UL@DqMO+74c0)f;5unnaRA zF?lT)s4ceedJv&sAK=OIrRy!3?=9yb9})1mPA?PFu@ob}P5f!%1W*UI%UDee+14ry z!5ucUc0xMgzO!6~RLFL?>X!t+!9xKDLNwu_azP1)sNcfE?!Xb|rCOmf)K8KqxgZvc zb_LG@FI4&&U^6%?@a1Qj`l>c5acrvvOmHk)uW7TzGf9z5LlJlw%fA{cu-quU0sByr znukaWN-#JHS9ZUid4Z+G`(x_Kj=bwzWC9;ppL2jY{UJlIzSq4Bn$zh(OXb^k#{ft}@lPxyDK#T;X+JG-^PM%n+U8)vzH zg?!(s1J;L~GeEBHyA|c=?Mn6MC(`~a7b4ifC|EjVWLA~t$1)OFDpc`=@bUkwnsPuL zhii?^pBHjaP8lP=Onx)v4d=K`Fl04@H8(CM81{qdK0K2A z*f5`U`f*0CzZyvXx=~j8gvaUA)6ihWQ1~_)kg4!7ciQ6*XioK6V_3^kOaoH zc?sjc7qlO-UB)tUy9^if%Vt670oQN1*nAkBJ{k0|F6brfERO3r)Uxu_N-GHos9hyD z7pM2jm9hBG;-E3WK&RM4Z{pgF{j@^{VO9S417i0)Vh0$WYr70I;6rxjO6~^l#`B=< zPcxj(Wn@3hGp|J)`-CX_>dXYU-@bS~hLaoNHme zEHjzQqx%tZSDQW~&f@A`SRTT1Xy+^r5X_!)`*-RgO2O>V$EKOK$=~T;Ss}!u3J*~w zUGNhy3_M*~BVfR$h!NZY=qDHS6e19``3h|uI?x?&peX;Azk3# z$pS1pi?c2YiDL8SW=Cb>pw(vy36Hz~q?Zkaf2{7*KY6js!ltq`z_b#vn+1UI^XfPv zt>pgO;;j8yHV*;MK7L}I-0_p>Am*q31)>#!{?Ahmu>aHeV0VSZpb=`tF^nmG^ z8z07qJibtaH&-=L^7da*7q++|y}4JvGhk_~0E1Ofs!AXhXp~PWkbvrnCUDe*V;>-W zvB~LwN$V_dyR$QnjK{b!Gp5f`-4a*}Q?^;Pjz#78+EFHxN%HS2?YpYUpi`+-lG*wc zO>L!F%?lh&gy4J-Qpx>@x%`J)AGMx0^{**FGZ*vR`Gv^=etspb6h85SG1|N+84T5& zfEjO?eWBzcuycS~d*kB-p0zwRH7h&=_AV;Vs+CJ{(=TLPj5S$sT<~1hHuOAd zLIBo~t(hDP26X;NRHYO{X7Nv5N3vTypIM!F-$F#WIeAdgKq2X~_ndyf&ND>mn8wev z^K7HKYG{CtA(CPBLa9`V(lLim)Fhv2U8jVZ{(|n#=OYU(xx$MPGhiidO2oaf_x|*j zoXGT$HqT5Skz3E^GcfAMSBxC^MdH;VL}g%}%crPi2UO?F+>vvd=oYdjAMd;jb!$e! zv2tm75;D%Id_dkThvFD@7f-H1Xc_MS?g1E4j`0D%)P38G_1azB^iqkrL^s>mYq`PZ ztT2|mwAUgh!r#APw!iUcf?<7dB~9sEakHi3zwx5DQYv=$HlZZCeRxk#&ocT-C-YE? z694p);DF4`aV|0aC{c&K2 z>vCNAVa74#fiUBUk=kd?4l$Kd33*Yz@dqJ41|b6SIcs6g5yv)T{a@^vz&u$#?MK}D zqH4)3)7UoIVqVhe5F*?fBCeh03}Fz`sTD9TBt4ogyk_XOR&?Cv33=w2#phywVqxS+ zXRM8fpP%!;Ey?U2d@+VPmE7!pOn4%4+r*u1k(mk#3U>(BZ_Ra@Ji4{OyDcdTnzQPO zkRJ>jEC#-T9YM60%oKd?cS}x*q}NC0(a9)Z-yCyscbjv*`TD*JTkZw@Q(Mf;ZNe<` zWf?nt7by!dqrC}JEM9zGy!_Sv!QbUbwUQRG5AMd?N7lO?9DlR#pWx0ZtduI7KcSWj zFi@lGSNt2Fn=!%qq3ZK|bMerba|r6MWroGqE(M}~V&-$$Q{A01CyE~i8?-Ub8TAtA zOVtJ})67tVfSNic6HQrqP*6L+HFD_4zo00mu2M?gjJRYv5NW>|6XMq3ChtS#VvPmqtQ0^i}I&h7|#C18MotA_%l%7OPSJ#IE@->o&SS z_P%JAg?gk(dSs3{A1hmcB7{+rYd*qwuMtURT=umQSe8_2R+d_>NmwB({LySaS)YKZ z(qgET3@#SlOHk-fis}%MpFK)TIJu&U*3^6TL?SUoJZ#9LyQN5hRE2qcH12x$jIgx} zX`c#_+Nh34RK^CR8$+l)i$l~dEiGkPeGGD1ijrcms7v?ojz!u5y^$G}Et-vTjDpkq z^(%9SfJ4~cLO-J2Os*GE zXvn)uxu&*GZl`T;LNDQmm~w?i2qcS!4730k}|h zulBCZSo#^lxoZdO8ogqFP2J(RbKC@L!f{RC1H$L9W0TOp;=n*8d<;ttY(&(`qJOzB zT&}v}#s1Nh@5L5_$l>0`u%c(up0Q4VdlBYV_yFdt<3IT!D0g*-3^6iZcY8xvJ}QP< zcvm7fapONnZm*JPszj%;4gJLAD#Y9DOHbdqwmfOaF&XLQWz2Ut@BI>&gGb z9AISXYDD%!#$;XOn(UDFuY>!-R`SmuGPSoLuKX|Y)Tim^P!9rOpRxg@<{-|6-2G}c zc0JiLm%XT;R_8GM-?90Fzc2N4Iky1+Q_1R)CqFsTQy{DC^JbgHANVC9@e(%mQ&b`W z{;>haQC6Tn-~l^c`5w6ZS8akz;RIga>ED?>hY}qquI_L`i~n zdi#yQryP?9BI?y<>>LqNz#qAz&QaBSL7){FbeFdcGyoq6FZuaFc?YVctp4EVxU%m* zpy%M<;~?n}PG@kT?n7=h=m#|fZ-MoRPy>SjF@QgI5(M;sJb~o7xZd}f^{o&EZpmpH zh;XI?pFDC5f))Ul!o_7hCFc%$fanY=c&AvdU;^P5;06;A{0oom`{JTQzgLq7QK)9#ul@1QNJ;HBabcnZmKg9b8`q z9XGAg`u-|^Oyb>?-F8rVKP7{Cd)mqAH2jh zamF3IS*E-p`*VG1$xa37=G;)^aIL*~tpGl`cu;Ze?dC&#YH zk@HHweK4Pw>ngF_|Dg0?@*6Ghb8~J_6sNH<}FpNjEncW`Qo2YLi+5wZ^~Ud zEKcz@F&%ZT&u+-}zfs;(9+h=vd0ZWZIOBlKr!V`s(0vFOme6LIxwVsTQVJKYEr`9| zQ*PW5GU!b^M%XNtFcLzkvZ%1#@?AUL^IObs7j=hsUEJ(XHI=8Jt{t#4I*aSNv9nEF z%V6xfiQSBrHibv}gJFg3y9NQYzRfugIhT8t*G;a5`x9oGTwBj}9Bt}<^8)8{4QFQc z`z-7&_d%v*2w5SC5Oj#Oc`eAQIdV`dOCQEN{$AZ+*llM(PHq`^(~Hhj;ic1>YU_EU zX7x8?DWjNL+a{rI)%GQe8`{mD6@403e^Np}>7F#3^uJp;inOF&w0!#V+MC_K{ZVb3D%{gEx1d?z|CrX)9~*h$5bNMt z>o@o6_jy((HQIUh*|$m278bri_mUb<lfeEL@@));dn zZB#Ctu_d^eVtRl38jFb-OnmzNd-L{Hq^|QK=E`!lv?ED&YcTmA`g5DYY^`d;BKhd{ z8S=c2%V#IGRS%0FO6W|Zpr<7yS=!}tKH6Sd+F7E6mvAk`#LONl+d~=L8x!BQ6D{@n9`gVA$nHWcFmwVdyw7JTHUi{q#5MW=En^owO`Y|dL~V1 z+>hy8cbrJz@-z!+bTPY#`ab)}`z_*1TxzMMqu(yaKhSkmYj~ciEws(M)jaWC(KjE( zH|fOfGTsffg>wG>)BVi^e^Wl6$1S;+UGrms{~IWsG#yvhZuTZjnIlDrX?t#&r9BFq zxHG9-=0Ibfd)B?Ze1`rfa+E&b9E|Dag6)IW?)l?wvgO(>Tt;b`A0sI)EgvR*9}&zJ z^TUK66qLOswRdK2)@gfEn=(S1?Y7hOR+^j|)rc5AUK*@a zdaZm>N}Y2<*QKpG3*9&9BI|D3=FVjAkLmAc-$ZK!*VhWBbR59N;aM?D++O9+B2>nu%14*f)Qf8r|I*qJ!{8kC)t^#|z(# zJ&6@kR6RT~UyACyhv9*&D%aza7GsvU@Gc<<)en_+WmObmXPcacY{U!LF=roEX2T1M zQ6D+OP)D_OBQN?V?kb)C)qSuL@)%sV1=G^Id9g0?`;uTz1p}1>-Za#Gy9+)HX)Diw z*ps12Baff94i!zC=S9jMVx3{%pH>TIs7@9rdQ~J~n!VuWmzEA7rU_@=P>tS6uwz~} z9%iCLzDb7j+o*?Rru#KD{-lkUUe~4#wBo~{8M%y7#*$l;T4J1awwGcoTrT}F;C5w) z7_odaw%k5|^b*|}*5}#~CH4viCxm}15vtYA!z(>F6Kh|Ke1<+uxZt_F<8NNvk@$%gaADW)0bvt~srAqI|U1Z?X8g{FK<{a+1#60P}org2b7V;2&obFF;QMb}3U6{|&VQN|!EHVn_MnbZ5ZF0J^6C+!E#}>++il=!6C_d-1HZjd?(pQ9k5Msc3<0yL{_YD2k3ud?D|>6D1ky&AW*=ds*>a3Ex_s)W z#rlJCx2-gKWbp&%I;Eqh?Y+wNGtRq?7EFNEPK_JBiSVY#7+Ai(1 zQ1#EMQ99d4dYAd}4+&^`u8{pY28jo3*7V$}f1aPK5v_f?6TN3R4gdVxk_canEj;p* z_nhK(nWbY940qQUy#R!F1!d%8@z*7!vUR4=VeyH)ucm$To$^-3Do-PiS8FkECbhR+V!X8CHf)ZsA=qy2bSZHlhPV^V#snX-tjf9I@NNXjq@ zKVvGtSq$GYuQinI)%{pgXGEg8|6o*Yv8`CDFAd#tzS>KaX3?8HR9l)EO*pctIekd! zM4y>#Bo85|b;$PJGlgE;5;qPM>oVph6`N&mJ{~2|A5(`E|ZjHMJ2`<6YxCROC5S-u|ypcd~cWb7} zz3<(-=FQ((^J6Y+9lEH!Yu7p7_f_rPO-HDy$YMPweGUKsu;k^WGynjED!6@th64W$ zwIA{a0ABiANlL28OG;9yfgL_t*_s0YI-kDiqG}N;CLT69bMkMI)5?wVZ&4*YTT5_m zM8=DMjYFs=jw_BU^#*{*lt3VbP7@R!n4e8W6E3GAC1o6z{kV8_xeqyT{`jY5X6CKI z%#5aiJ7Cq4{?n&tIhF`$*b%Q6U+$a=2=Je+7XnB>AmAM%&?Z<&rN-3N@rx}SZTUN_ zpa5!be5jik_f{SrZSt;8V~&vlVDax^??NotgN~2_R4y@J$sz{K$ZjK|(sc7w0fR_> z4j|)^H$?b0IQ^l!oa-yl7pmv+LbC?|ROM;neG#(lWw%==AnoDgyH|2R-|!TFw60r< z&UA?1YY>1h36C;jb#+`h>b)4j8jhqRO3)W!7~RxW$Iq+lS6Nc055Wxw3)UXKkKx~` zCOaRCY+y%37~t?aKU2fz^=F(K#l3PsJlTe{ZequcI;d)S?cFE2kZOxAOv2sb~PDsLO^1DR%B4 zl2?dV>2_y7?yLN~k~=&H)Oj+_h^4+)yNAag*89x$hS^%ybOVXVPZkaNX2w=}z^Gf& zxAUY9cc^SvukA*%2s>S&)B5uijL;5Qp7Tp?W1$*rK4X>4T@+(G0=RSR> z+N1E}f(i~;CXU8_xD4NJ6EvOJjhAz@ACk=olh#|bAA4~?DaKI;h2RK~rXmSv<9LV@ zfIS1$Z~^z;7JC-)MvKCs0muVCh&_;gQVbs9Ve1Q15BP$@pJm}~V9~&$rj~avP$tkG zW`Vnx2Kd*u7cvgfXvjcZa?D{d+*3ho8?6DL-Q}vV#K~ido2prb_(0wKl|wqV#G92I zsfXkt#j}hTHUTsJq^4L^E#v!^%C)2mZj;rZl{~sfLzw;?*6MMz1Te6P~qtDoY5tD;^Ij3=JZDPt&Y7(loNI2S4k% zKNsZ!zXI%%4#0F_I3r&v0!TO7REY0^=~Pj+)KYq9reh4?a~`ZV&u%IQBvLckDg=8f zfD~S&Ss;xX(!viwDkAd-jLaW?J!5`yLW!LSxTpzYOme7ctC)PKpF3$Cv9yBpvnja( zQCF$AQGBz3tupHt_&$gjt7JOCRA{K`;+VK(JxJ){>v1gkm{t-far|aT{NjgkAOb{b zai?)S1_}YJufYo09NTo$Xu<)_*%ssMT-d%L$=N`Lm(md?QcgJ`>KY8@N!Wv!=8<6O zo7^t-s$zm^c`eFanq7fX>7?rtImMB~xJ^Tn`(^`s!7ZfouvKHB6Ih8qk;|JTs+fL_*UKEm_ z)_THCwcgOZl#K%Y0nia9Mm7bN^tw>BSmB>xMfP%-N`F@vuy^S~`G8~0`F*QuX6|mz zVh(+u13S#LJK{H&qc$Ht8-B{?p?-t@x>d+;I;WKr0uRbo7AWpf6iz4oZ|9TEYwzo= zYsP!hz+@^ZHCi3KRy0)fBD8`K!H}X5`7YA<7zT-Hss((caQPk~6T+%sK8bq?aq&*o z9Eqy1t}L2(n%H%e-dCTUKEGA)Qh1{vtUx@-FqoM1j`2tnThlKmHy6KfvJhPOIbT5j zt;~$fMd+>|H`0Z@^$TmzF7htouE6frv@;hnDK#lY`U6)LR}&XEm#WoAEA-l~TCdvI z3myxI3o;Ah3+4hS0we;=%^#XEo59U&%~oFIZR~9bZN$FMA82oRZqZRv#RJ4+I}_K? zBpD@9yI;RbRu7p7c@yyFYgIy3ic??&L>}@J!Wdc-P?Ba9Me>p8Babn*iAb+cq-Vel zDh6>Rb|mkRQ!-QX77KG3dD%i4w9Kk(rtG0ibk1WQa}II7dTw`KW`1JdWZ!!Z=R0wg z`}Z+0JGj`%1Dx-)wC>Rxu}<*2c1@_qGomKUIW00{D4aQpIqO@rO>#z>euiLxVAvhy zl`JI+r81>Igd9QyAu*&gq<~UEg`jTGXCf*hrtJ*v`0a-6+6Fx%+t_jKd18V85}hytHzE>0I3X!P zAYmebFyVJgntR5P3e=#(TSY-_P?t%uRMXl(Ph3E*S?jhAvn{Gbsd|_qjaK)KuIfDE zdyj}Xbn5(3$l&Msv6sqy{U7{9-7W2CdZDRE+ZP44S@zq%>t0c=Pt5fS{8^dw( zsr4xuD}!mTBG&AK0$*uw1&b7wfKk`4{03GA)%N9wpCP4Coo@9pt^>3)?6ZGm4q z`Ga{w??c-|2}3btp38(q9g>+wjYQQ%p(-~j2`LXM5h;C9!pW%5P)|SL7PPn=eLtLO z>(`HHZfqTI_r`?LjKoCO;aQndS#`NgxpY}~`O#tLVHH&K`&Mvtlyau>mSJd{z4y?S zU(HONu=(AB$~40n{3UDVRQhAf)wXL%pR@55EYLs+7jbhDh^CHo1(xz6$Qnb6+N zPsK&%{=K}0&?~DWMj%$!l*m*&Y5ROT@S*k|{P6MN;(qJ~gz^%V0JRKR@0lUi5*iq- z6uS?#1(i2+JPbLsHVhor7b1f30!I;x4C5V^=!xW@0W|Mlk80(B2L9rIkB`&q-P1sa z_B#Ky5*;b6p&||4Gdf}UWEGLG_ZQ*a@q&!+86y~9_>(-mjaT@pph6*3>Q;OG@;3Fc z3i=z|e->L=A5SN2?B}Th`e`4Nh z8x;jjvXwIZVNwCXoH`%7)FRa7m!;Ptn^L}~OcprWj;;&&+opRGj~*kzNcvU z=v>~WR8m%!S#z)Ttdyp7{kLn%p6{32FIaCA-qOwt&+PF2h%P4M8ii&X3Q#Sr$?dX{@p$YTIpBTS+b^^XJxuaQ72gE?!MBt&@-zwK0NKSOL<~A*cP2U zm%Mprd}RT=7D=^qweem4Gk00-tLp6#rrVzv7K*bd;3}X`X(eR6t8rlMQ+D6ju3yzs zA)8Zl8PS!vVAu<7E>ch>yVbfq6w>r}J8JrMh6*}267sP+t!`PVew+_j{xP0Cv^p0z zJAUpse!Tu|`<+eY3t9G8R(Z8~O%8l3?|oYK>@HH*bx2u`a=t7r9sDGSw?xREwY1cNc=#4 zc^&{P0AK(D0m&7JVw=bSNuUPZ{$j~a=%t5?xJ5%m6IF1K|=cNROp)Q!ILWdDKX|-h-}~$UPmmI zO0k4l<#w}9K}h6AR8q%zR9WRxV^E?=Lv?~e6={CE>hDmZe7l0gygR+D#SgJLE$YQi zx$?<7v^9EXY?10iv^MvYhGd&<+Vy^Jvip$~yAlAFq^1)PXRK$8 z&POFvFy};M%3;MWqi@1W z#wAz%*kf9^^8+yli2ttY!5IlDSXq)dEVljB+m5eGwEB&}Y2k_8q0UC*h~N%-dc@d~ zH(jJCveHkLa-~`S*JI(Mn7#_>gy{#@`!G+t3Nxq~Y)IlH_hx;ppcIr}$ztT466>c4 zn0tgUU@3G@8I!gT&mq0*NRog#pRM z_4zST6;Y7d_N2i4oMOC=H$~`?jO8TI{i2)P-lWa&8RxxzZ#}!i!}7ZFYUUb{YvZcU zcG6a64XAq)G~0cbw=A*zAZJf`2_Z7Pg_ep;w$sSjjz9Z>FchdM-rc!OJ(Ba*xOXjW zBR~9DP9sUV7K*U*vLZMncqQ)IgJ>4q$kfiTW@ci7&p&?`?)-V#NTuX1){Fd%pE8ap zi82Ati{{>}r(|GwyDYfqcTJ*m4CLp4uCUVD{lda%hjc*?`*?0xnJk0MzxXu4|Dbp z3_g5+-cIh-#&hP;I+U(J$-D(bF70=Og(4tJ*WW{>`etJlIU}=(EK)@Lzv`zM>4zj+ zwjcYy)pxsbbJ>J4?S?Hc92mXdBhlZBMfAv5AOtUkmyBD<{gTyGlycDuUaRw~=})GPr;qE7FLE?;hQ2A_AgFrvttQR;I+2(}nJNDzYxA$NFj&k>FsT|!5`8Mmv%`4Dgbw#96 zAsb$lL)yI-*`zl%&;0pR? zsNP!Yq1-lHyi`K7@8xAKJ(IZGlri1#+FHrsZkn=$xuRo{efs)<%{ft{W~;3=nI0!w zyNPG)Qj-D;M^(QcfCGpsuD~dh#3C>n)UrbLc-peVEtqWLJ z*q7Lx8ZPHokq#;I9Yv2xbMGGy9$`FW+IRs8;(+}KfQ}oI8W&~&E(L%~?!Zdq^AvKQGOjTQ2PYC^hKZ5y#EL;Z7Z#zVKoT!@+}A5elj`fGWDLF@w|YFc7K zO@a;1totE`P@xcWYs$_34f_2RaxQWKvPDP*`rYU7&nyx3`vQ!A=-BARlTzba8}3@Q zTDj!=EZG&1%>4q391oR0k$A{I{_Z~4Zq&+A0??cRn1{+z`__+B^^ZtK8ZB&o40q{ zcfZqinn}LV+i<*6Vcz;-VF+OzQ)NBochD;{$aR&!tL}Vz#&P#NRsrlfIC7t!QFn$_ z=x&|9sRyb5==xe{@Q8Ao!k_0B{NelA%*X_%Y5a>{z-rNxQ5#ln)~rXB6Um*T-RALM zcfr7IfO{NZG?~6id7Dp7N&O8nnkUOV` z7JVoRFL;^9Ralm@ULYWir7ru5yBs+3x}5ibOQXuKAl4%L1K$|K$Xw^f;CVEEqI5z* z26uRL`TdaI$U)YPWNL~F4$SJD`6z2W?y zzbPEct-nrjimuWrSUnLDPf2tTw&=*1qpU#r~bV{pR5ir2xdq z&=oq=uHc6b6Aly-pXdZhY<7)?R?1$>h(r?c;}TB+nSB{J4{h#YA@uTIKUo=@{at~s zLOfspq{6O4e*J7#N-HCqf6jjeW*t-6peHycbR&{Bzy*1FGs1cOvT2htSk9!)45FU5 zxY0hbn-b`|t?DanaT+OPwY@6R+gs42To776(%ZH7*0`!Y(H)A6fk8T9YZJ3T8Dc2R zBg|9vD$q3DH`I^l!qcnW?#*802*)4&UiZA2cQ);!#IvULzlpo7wh_;8F~DAE zpGGAq#>uOHU#PDYn`nWoDUyTa2ULziX2&@!ja=}&0FuFPdh<;vO-^(;ZRy-_`y(;B zmU}hV#3-}np6N9blo@|)Z9?|&; zZ$zheqf2RIsSm%uw5xgW*D$2ZxcBEz{{ERh-x&I!*&tQS`EE|cwjgeaXI&*U@wo^s zLOqv}EeehDUPsvRpTCH(X;OJhR%rSu#Any)&x_MaU(_$uqQn*^YFAtauw_8L`IU5L z#)mo;{;W+4ydhM4{*7S|Jp-v;$ZZ5$JLX|j`!3z!=8C>0Iw46&#dFjv<3{VQ>beM} z43#!i?UNxoFMXvfkIWFT(I<|Z=M^@2Ow42Eb|RObng3vhmb+O>A2o^TwwXeq*{`$x z@0=k^K|=BOrHJ!g=`{1}xA@VKu?h!lss_SZGDe0@%im88T6;yi+CBO_(nz&ri(_U2s)7oHp%5l0C2>p$AWOdmAoO;8Bivo!PKB z`gn9*`#x+8hRu{5O$`CJEDA-i#@u|{h28B%>^rU0Kcd&1-w)kX9u6VO&BV8u)K_1& z`OJKDy^uXg|Ff_?)@Y>EQThvOHjFojXI8XJR>h6kS1hR+@BwOT>w|{^a3>8g(j_Ca zA?D@rGmyYedj(j+S%5)mzt~tJFziF6DCDsoZ&SmpRt7M^Z8QKvm=ypSZXv)gQuqY`ASHwXP~orm@JlKi z@xMk9s1anVs$5-@eJV>32$ zFfnKIuycG00SI{rz)d@I7h@_9J6n5a0S{rCzcU2j_LCb#L-luxi;Xaij;fqR8Q*~n>e_-2-DC!CHn85f83|J zht?Uq7q9xi8H{7K>y={5m%HE#T^BxaJtZtQ(Gl)cl@I0VGm%hi)kmJ*n}cxn!E zUtC_^YinS2dGsD@f~=egW&tr-`NljUW6nzrZkS)M5bu1Vn^qg~NmQU%q7E z82U4kG1ct4_j!6ZnP%&&yW#H9(NVIKfOSkxPEM`c!9vV#i5urP?Q#WK|1a0%50`y) zl^q$_l%&k+70lL|d=_4}>m>9l9?1}VqtBjQK`$nA&r~6fFP7aL?-Y*;D2@&pIDS3g zEM-yNFH2gD7X2YAA#NLhmU~aS68parc3eT4klh)8WqGVexI7$)s%Wah-pgKI$@6jx zRCD^4_&IRg%cKJ?`+M_uT#8XJ!h6ub^@dM*D& z4O7?KXVUrx_1Pfbqao(czoOpn|LkxWv0fSLslFzsd!jHMQKGD{y#*akER~{IxcLdc z(i5B9&q8#RecfNcDHTf&z#Uq5PKA4st)HV+rQaU@jbuTfPVU`ehkMbc32;rgFP4>` zB6Z=Kh#WJ9dvS{ysd}t;TQZ&^tC2%=h_bq$6r`pp7CtlW&ifQ;hK^RnA`up>v1OL@GQ~V zzVF&Y;4J-Hqyew*LK0W&ky`TxbSrWu%FuHDURU?kc@*%*?5*QpU88B?ANNOmSv636 zlJE^&!YgXe{z~{YRS#2VOY)P1PvJGup7Z>#gyqG;-v+s}K1p~31FgzOlJKcDW+%WU zjC`c`SHi@&CO4r>aBqMZEnLFr(7L}822u5#V!i#_Diz?hhu>=RxAu(0!Z*oE|2Eq% z@KT}mn8kmJY=_q#uU6nwdM0?OC>&SNK2@y`y!IT55ueg);WM0$j5-q!EBiX%F-4Di z&c+-9m5=N^E9FdaL{A-?x5BRSb!*PrA8O?|Db&m!p$|JTM=NQE?PnF(+l6;}9)Hp- zCTA;}=|+T3?G8j3qbWsF**f+o&*v)r)I&@+epue#r+4J{p533_<89B)dED-`5&N72 zMK6saLv&VJe@_-U2tJq^LCaC0evaSgEG1jq3qB#y7k%2w)GGV9A+fk}O@(!^K=PL* z4-Y=&NBEv$Ix|DDyhT5=6iDGvWG9#fa$8=TsB*cTq?hqW zxTS|f(G5pyZIkRP9E%A!6X#gFS#T2zj(%v0g9{u9DLCR2yv6=-lZ%C_ht#lr0uC*% zfmpcoN;V8`j(-opweh%-d0Nc{fttuS_?4g1mVdF zA;dK?eploKH*s-Ipii>=kMA!A+pH5e$Ctu84=WCgPYr8-QCPz^23n#yb@goql62>bscYD#gu`!6SV7X3Jt{ho+cemA4p|Z5K zt781-P)ZTM^BSKNk2{kER%>0KdKX?UHPcg&j==01bVTbg zC`7;Ueg&JXge)@Po4jaW7Jp)xDvo;9!i2;l=5H%9fH$$(m4koysd_k$$^W*ZW_Ve` zKeGGV#3bPdh*f@trylAGFHr;khQB*_D7=aNa87zs%P#x?(G0VHs);~McoPfUVtCTf zG+bA%56gcKk|gl%i!`SGbOXiAR6V=5El(wn%mMF;D3H9T^lI=?C!o8`>912(Zo$N*UH)Ap>eK#g(D1`5pYIf*x;7zdHp7C_q!JodI zQfHa70!3Q7tA~Qygr;oJykWb9hheoMji3kbNh2Zi-B(>yLh{)%u+sp08qA^aiE& z*gM?Z*jz~3E)4IK9BshAbup|{P^1Dn?ZAq`5;i?lY6rqa#sePiT~Ue=b69ERGWC1h zAc)m*bAA1t>@TkRP2ijKuN!PQN1mbu&&)w23*PL)4Y1&9X{2|8E*>o3?r5mp&XjqJa+W1^ zqg|%fq#Ib6ct*{Mjna7>e2aA2jz6g=?tC7qL=%-M!gjozw5kOvAMXEyLL(u;MFu94S literal 0 HcmV?d00001 diff --git a/notebooks/020_numpy/images/strides.png b/notebooks/020_numpy/images/strides.png new file mode 100644 index 0000000000000000000000000000000000000000..35931362b3562abf8513b55597dfa9e85b200c4f GIT binary patch literal 170641 zcmeFYWmH_j?WVhccqRl^{NuJuiz1TCl2@;+#u{EUUtc+)b z8V2>c2&uxaHqI(b4{jQuSH)Z9XV#7H7o1{EHS|dmnJv63c8zYgK859PeUNR`$?Ag< zEL{iT>rrRvF)b&_4+I>$)iaIg5=S;xtYGPZFL47Oz`<-n{zkK@7G+zkQa}eQkcFDt4lv+^}8do3s&ol(tf}{(Wn=%CmA<{xjkA zsbButuzzjg=f$|BX5tdOlciARpMH4s6R~OBMKEY++YG$IqjrOyTQ`)te#ubbg7fku z>HOkAbS-N+L4^fgRcxrO8`Z`V$$Py@`)sjKiY%REJ}jva8VP%iI{X9z{x}o5_Kdn( z!#X?km%QVAQ|svlr^eXUy-xuiG^k7Wh>BwH?ItD`J?%qz)DMTNl}@NGMILL*da=q< zh;=^Cbf1ZX1lD$3E+@_CzV8L!#Z@gjcyIi0C-kCaq<5Zh}JkCh&Ef>dtV1P2om z7PJc1uC(P>nZe=BRSAk6o~yeWtFwnDhF8#)UZ`;&t<&w79-{PJ{~pi&DT*Xi9k(~1?Kxc5Dy`QZvTU86Y?uEgu6?u?ul4TChiuZUM2n& z%l=m8Hw-)aKvm)Nlk>Mwe8u2Y5p`2P!+!E&C2`)`i7rr7q}{1TWfRv}WtmvEN|6mu zCBFvu@Z3bfh!llQ@Cvt7&(a}=(Rqz}+SPXoHwPu7zJ|8yLxt=~_6*K9E@<6W!$O(g zi>oa7!k6DbW#enlS!A~e@;cvUaRe*URrK!byn51Sze6||y5toPVYu%+zr7FuNmXpB z5Xk0j#iAg^7JrHR*f>R9IrXuH?wkGx-%wxlBt8jLz7`^9RhIR5HZK?#=fS?Jl>JS6 zBhi6}`cOFT@oPCwPLFv`sb9b7sI!E~4DUPIIq~I0zsHGc7z$3ukyBjP8R<04K)xiV z?s@Yf->vRvymVJ$l#SWbBFoY$!J$J(p(Ww1^WVLzpRu!9y+Lmlm1raKX62S6;s>rr z_g**_5qT**w`7MUuO{WEzs{^sH*|PQ`*r5}IryxBQ`qyMIK($wtEPT5!Iv5hrJ#@9 zcA;xFZtQ(3-f)(c@Y$;}E*0_l{P8R|B*w8=k)n06xe=D%vIArbCr0u2IwLUqLllrS zLab+yLmQ4i(4G(DQ+D)CtLMr*kyK@Zgd{xTH=F$Icadl(Db<194{p!c%W|Lmkk6Jq zjjBOTWi%j?Hs$g;Bx5>WgpD z-ztavi_9!3 z{9?&{MD^ohELa;I*Ju{aEW~NRu_shf)q-lG)XMcE{aTMYbrz<2M$h{}jD*KH>6F#F z>zR9Y*R~a_TcIMawv+LRka&KTYx$^})yi5vOD@XYD-J2^Fwa_@q;~Tu;ogCqz~8$y zJzC~tg})dJbmS!tBF^A>Y!!v9_G{cnu|UynPi>=p@>`55M)hOW+@W zLVv)Qq6aGGm$nIg&I3tU?V6=&^L`oAQ^X%W8(MDz((4ll>QWD9zg@+7T?#5mOU0s{ zT|=LXy(Td+x4d!ou6Qbe{(|-B$vfq3GV^a{T*opLrJp$RzO<5Ah$)0bH9xliMdF#g zc!>MD1;gbWlgjz)4if4+PUTUKVs1*21nf)lmqQ&KJCbG0CB3|sQ)~|TI7-Of3xdgy zNPpTccq*!;AU(oWBKO#fiscn)$0C=-{IG>4LM8N4*pzR*m}#EyMY9moM!3oA=*kY$ z&DVzams7)0{oad6quHNpD?NXtbR#`ZKRGr-<25!^TyKV=^re)OtoEkEu{sg{b$)dNdX!ZQmv-tWxV(#bx znH&mHd^u%qN=T>yPMe0o!SNR9IwUEf7Hy6AzAPkPnHj@*Cw?YmM%Pm>(s2w_$}K~Q z2#NTe2~^wcRgX)&79|LYLLPzGO&ud#J0u<9D<=E|rz9Ld9wUR0>c!p0gNGjFE~Fea zn6rzGpgAcwe-+Ft^f|bF@T4v9fGTDGUbRpxveO2Qm#fIE`nNPaxfTsV@p8dPTJX6b z3->ECjd7z3ha(bp6|rhiD5zdWz8Mvn@OQ)T&nNuDX@nvk4eyDi-0tu1`OR`!d>N1i zQB#{o3Tii3em45Nj>Ml58*`$>nfdYoa=A>AK>lkMk*vfo3@Q%JKX187D+ccO+&k%Y z?TxVH?MzlT&{{o-#dvR%^geOYpH0v1JrT$K#fxsUCxc&>C{lct66UGQ`~-_#OZ=up zgHTyEMsg&G9Jjuprrc+pGZgC%{d~DPDII|fb4!yu7Zs@+dA!0RK??l}C<@@14BF359vhZtiL!|Tyj>t_mU zo1L;hSuaR%)JIFLuLpBsupqfDag5H;##LybBn>WFM#|c^T-K)^_|wNPJ28d25gC&y zxd?(;URfC}P$6yCH6hn@e(j7fzi)=w`*}Nr{R5@=1u|7np@M*Df{d4vm2{T3fN2)H zi|WPL7#ra@H@&cOkjbBuZ^3_7z z$Tyo{w%6H4CHmwbmaD?cF6g>o*?0HCceErZS+PfUszp)yzLp!_5lC46ISs0Bz2BXz zOH4~wqCY&y=2D`hW1=I$h)PG&*te`B{z@2%z0>rJia0-qmCd_yAA9a>J7#YIxsE69 z5;=@N;_H1!q|nWGStg8DDO?}gE8cc~8nBU{aMa-It>=s;n~k%P=6Emhlvte5l$SG* z!0Jo!(jMD~w=U(<80=eJ%N>E=q-q?ArqTp0kOYyeen08_YLNF-xsb@TMpgzt^%=PK zvFLDjq4nDYn6j()TPb-B{^SpdjQN$A4q=o22RH?d)WiMZ_$^F9KUfWej-$EgF9?-y zk%CkwE1Czbt141oN}wX63_Jt3>VFMjME#^f5d?LlxCRGmJ(^5~Vw)5&$1+HEMB%h9 zR7hDbcPKNXx4d?GZk{fWJLL0|cJ;YD_*Y1Gq33hKfuro-KTX!372bPDMfWvDY}0=N z{y6tS-lC-UEnY+L_WSO@P<;D?b~5fUX|>lKnplYo1*I2b@L5n}gRYyM0T}EcfX?h4{5(ySj2Fu)U zJDWYD=C@$B{aWh9k5MiB1zFy^F7C}MDo+BhZhs$6hJb`hWqJs0$bA!iOe=X|M2+n?m>!UQ#7kc9j-!VX%0)c!GKd-i;WByJPT)?6|D`M?MHW~ z)%z;QPxydMC8|zmiY8;u4Rh6J zn8;JXLd<7!DaV(ZSwB$%G&uWN@km8q%(f1j`@m!d=Qqx<~^9i=*K zi`v+q5czjei=gG=%L?2SzMY(F>L~x#3jtrs+k^X%{&Sw2O8&YzZzNFnTk-46)ZV%F z;Q$oZmvVK+8q4qM#E!lm#=Z`DfU9qYar)lV$1aY(Euyc7lX{Yp(fhv3FQuoqQYHLm z#bKDA-zT&`Oj+fZmQ1U~bpH0fpYjXO8SF8LE(6Qmg_g6}&guBrUcsqU(5n{ZmB9*S z^68jr{&x#T{KkOscI4z;Ihy>X0;=F8PeEJAjXz=YQ*onpY)baXz#$`VI`;QXo(FU)ixa9ja>QSe8g}ow*YGLt_!87JWj9B#9 z?!hSil5Al__mc$21zdJ)zP|96cGBr5#(DN2`=0$UIR*}HrJEr(-=o>A zlBZ$h@l>vZ+*O8osm)dTA~*>fJCd3#sFz8}#|&?R5*;5deLELLFBq>^7C1;`nY&Mz zm$8e{$MA7#{8rhMSpb@JLF=ira`_*WIZQXrwkoe?%wL}T}){vrwOs1=agW2cKNK*lgE!t z8G|ej&xLot5}V!IpPvbeTb;iTp2;JZ_qBasS?T8#fY$!_Vj=XvLWB!NF1SrZGUGYN zP#|SBOpCMcRq>oIp#YUC${S0NVy7>fwRl$+!Efg7`F2reZm&i{J4>%i{Ts!Ei{bBA zF(AzZG}`np@$&A|50H?ZACfrxq(;7Qma@D+ZaPyHmJvBsyC*&@A7?En8I~LPOH|9o zoh>h!zEA zC}2n4aamlN=TAdoW4>~$GqhtCqhk4QJe$ii{S=(=`35@1aZ!p+I!t5^Il>Sx%m z5+0cx#XMZoex|v8Wy}4nVsQysPm)`{x#b%D2Yqg5AL2P(-(5lw3SVbSWNWgIV|+$6hrtzAD3z=m5r!qQ%p zveRR7toUy1Mav3>amZs0g6)=D*^flBe07M9c2Xe8$InK7g`%TxQBpm7q~ah`Sx}fF zpd)n7TQ3+zNx(wfhhgC@5##^SDNJ2aqMVJMl?f_-X(PI;d4J_68ZG^WgPg8qA}%Fm z8aLDKQp@8-`{D1#yOs7|$-^a5HNtwvEbvMNXuT;vMZ%`x+Uwh492zcW51y?k6)|jo zDhfruE%`vTQDJw#$Y;ft(f)ynn2&Xu;G?u`q*7h_#n+1IDgN$+xW^z{rC<$yv_hAD z1^xI@Fe%|vVk*6tAk$j5o*vA5j|L({JATU8R%CsmWBp}x^OWMubDr2m;`N|j=RN(W z*q^WZTzEykd;GwawBiYuf0d!z@CBqi&h|ZpfIooy<*F9@6X z%wtQzr66Y1`Xt|~zLG$k$(LyoN9vjE%rQ-|-=*BDbpkksJ|;h5?8Z^)>yK|fV?Hdy2K{_Mjk!yU zkrk`Z${X@n{YCvH6|bGXedW!oni@UBr-I`d5@nws;G@w@*C`n7?b5#3j6%1EX}@yL zp(KbHBiMsXnabqoS!}8+zHX+Lc~7WHkFS{gz&qJr*iQAg1hYa=>!#U?eJyKRY2y!)`3(xD=<=uOHQ;Kyqn8*w9& zdvccklGj^o6N?H*rv`O^JSv{_<2Y-t&ma zaN>iw@<#$%Qj=J5vf$|yVW%PFz5gRiMD(pbmw&9;&{jsy(gS3`MH zRqGyKd|<9y^^=~Bn`Ui4yhl(DX?{d4>O^{X`Elj7TqI+^ZPONEmT`MT@+HE&yOhvh zHoYs{T=O?yA?xQQ$0BL40EFP3OfgvoR8;KM=mM|3+j9K<9AgMftL#eOCMfZm@|pBo zFI7|yRp8iQ*%TTiB;-%#Vq!`%Vq*Uwn3{^Z9;gUs7?HODk)WK7f7nr3g|(BQVt=(|#bbkJ38Y zCNn4@d!?srhP~8mFFZTrFMU%Y=IL_^NG@v${bTSLHW zN!#)Le9T++Z;8~Q&w|>x)F*#Ly$NxR;K{JyTS0#xrq-twU+xgax%XR-uy3ndPCJwL z({ucyhmSzGs>MERR;}ivGR0pru0MrA2TtUcl{?FkB}3g*lSQ1b=b`(xTDdH&yD$83 zUati$eZWBZsgwK`62E8EVIGgvY&tJ%d%@tOfBEfLQ!a=MIox`Fu_m3)qiF?`W#70n zV_Q}vR`e%QUD6=;iua9Hvgznnes$O|8l{*{x{bH5n0}h{gr(5luFc-g9DDDL7t(>Q z1Ek*8p92XAE65yZlDw0D!)Ih`&17I~YY1j?wYCGAC`d>G!mf4(MwVblN<*-zxs4!b zueK3HX>KeC(%_V5k+%~Ao0&_yJAhT(6;zGfEsc1MLBc|h1zh<60oGtg14>tGD;o%( zt03r3E+6n2ahVxJc{jw-QV{e`UWro7)&We(!NkGD!YJWt?#u=fdQ2(cU~IytEH3$% z2;iF_$js5vj*pqy#l?lmg`LUP!IYVmmzS5Bg^ihwjS(2Z2ywG4dgE^0{UcjHLzo5Wny8rw*I#n5Jw5;f35dl&VZ-_ zy((s9FvQl$!3Zqj47PEk{`;bKR!)$=ujvE(=l3D+4yra3vzYgf%?g#P9|FRKa zxqr(4x6%L5*WF(3^vWl0YvhDjR7PA7gxD{iv8|E0G2h)sc5YsF6BAx;MqW-16Gjdb zzy=K1Il+wVoNR1HTpXN6CcM0V6D4BU93IC%_tSWI}?8M#;uIe^`; zu`==)af2CoIgE_hS&X@jISmc(L?OUpf~0=POks@ zLDk$Etm0^ZP#P;24;K$78w(pdI}ZmZ@1L#R$x{bAKma30$Yf<m zjLqEIz!c1EXJdNz1L9ctfSUmnYk=?#K=R#n;9mH|9KZ&SwhpScwpM~5gltNL$UB#! z6!^%TzZ?9&NK!Ggb+P$>C+A;7|0zYp!O_Lm z!BWvd(a-{HmZH}ZZiLyoBF?v6Zm7U(!g9>2e-eiuL8FJ^X*SS zvNFF@6(!|e5a2T~`lEh`fiu|n?g#)q{`tws%)rJJ3`E<%TKJ3qIFdvIny(Y6y-^M2q{NZvkdTp( z#WeDAfh&*fq~Al3kkD}uZ)Bv{ctYSJnxl-o1lk%Z)-xo0cvA*75)vhnjJSxZ>*V$f zG(cx9hUR=tFw;x_H#M(X)?fsN{YP`QU8mkx?7l?&5xHh38e*m_5>6xlW|H2ki7eum5P^KN|Rt2L6Ah zfpKveARr@N+$9!eHRW%78{h2;h9&(NueeoAx8Ki3Q+_Wn1t+_x?ofOqG~a`KH?|1p z*!)jWtnvy83*KvRTVM5*AU?M%JCqVWm)Qz&9=x#@zslizuQLWb+KzZNsXx`dn=*c1 zsy(&?G_-J;WaAkXNo~}7iyba$AzVM|Ww$wE)DfRf(sAB-zAH#UY#}LomWc~5yh_&A z7RU;4xPfv?W-3Z`%?aF&O%#$R@VYN->akC`?EF~*Nh^2Y{@q6{Mlx~=qPcoCtwPCM zEsqD$RmH);Hf@4AGfy$G8sh?w_ao+q90WPqZg4k#*SECnaka;)Xiex*gF;EIZWg+l zU;Gg{@1A`44DqpvYuuxIKoI+&C4byG995{$&pcS+_Py*uk7Ok~g`xXlXY*<%g)nFJ zhNtrf;}0%OLoP#{BhFxt`BMgPRss8{*{DW_&z@65B6S0+li}eg$u1x7`3PE6UDt6p zN%50_A3OuoE-GC~n&c58}3EA z5@9dp`pJ45da#%BO7d9vZv9%^Sj1moBWdAZPPOq(9qn2&KKyk`3@D#W;#N+p zcn5@fE61s6J?T4u*kKw-a66B2@2a{|&uk@#V(VnBzWbmvhkGm(UcQb;F?e5GJS}ps zCN`-N?+E!_el^^kc<_(@ot54G+;`mc2!UQ;KzoKw8QGb~o6!*Ky@CBRqo8|MbZs|m zSU0pFq4GiNUdHdUv0q0|R@Zw5(Tg9c>95j1c@)G*J9+IQkxdqml`mOQf8;aggjp4M zpBG`&-qvfkLx_LAKpLm#4Q0OexEwOE@j@J>23}lW|8mV3q2(+Y9cF$8^Qt<$*{@5m z+R6O+nk(%ZPyOOv22UB0nrNWFzM9&v3XO2o-I2#ZH4ZUCsd!Z{bI4bY8+mcG%RR(u zZ<+EDOCVWsM@8R#sE}5umJKhsFQ*)M9pW3ppP?XMUraPL2kG|T-EuEZXv7EerJdMf z&}GsOJ-%i+#M${_t)7|FO(yJa^uhS5_9!au`wlyI)CL6m;N)c2bV+|Hv>=&GOA%a= z4ii-{qBHj=nJHH~p-umw@u{y%29J-L<<7bqc` zQUqTfwL$xN6)J-!lD@N6rFU=&u{FQ}lQ^sQIGtgaG7Z(OdfR8psd*yNDg|2982w#9 zIZ#1@@HoTKbkdGY1qCkm>vM$am#CL+9r_3M`=fIMIVuOdJQvcdowuOb9hiOM3XSj8 zPO=gPrEKceFQou!>1Fjk#eT(9phZm*igu}X7h8>$LciigL(BPJ#|+<0r=M_-CFOh@ zjf<<>m}|V0ipI2Et8x@PX+zkb@5=V>4yk2fIs8`gk;7f6(eQL_YZ9F+%@Fm<@8#8F~r{KR!66uBEb$)$wayq$U(r2Fdjo zX6(>la-8kR9`vUML+gLp3lrp@cf0f@c)Hd45<7V&TkdH_OR7VJHZN`0?1j7x4}F{x zf;?iOgSnf^40>1ZVo+o2g*~p5YBM|q&PPzPUnT0?1!rj|&nj4XI3zwavhm_(<$P6B z3}w{J$#QVFF?Wr`qTpMBkY2_VUq@nJMQ{F<;acumfBp3@i%SQ@md)q;a1S!E4?M8V z(@s?!;uYwUI(h4zZ??7OW(u~90h2$A*mNx42{(0MfTo+oyIPm~#2kbl%y`%m)zD;~ z&qWt9eK&Pzg$4)QPWP1->M%S#YN=r@*sal;7G6W)hFf-&1lU@&PaDX?97C4|`}91R zJD@tc@Y#D#9?PDZe_-5 z284Az`1`ii?Nep-$v`i(3W6`Imu&SBByO z_(w}td$J-Mc7Z(8Rhbu#{JlaovrF%eI1?6?A~yyK0`9bpNGuj&Z=BX@%uWh(8+-lC zEPqM!l23--pdkWak*42E#9yRwK9$Uj*&kTT+Tjj4TqV61c6|}ARr~DS%SEE1IDl9I z!SftiII*S*Ns|^9VjB}s4^bDSNQr`6I>T%;#^-p(tBk1O!W5WWV}W1rLgBjzIAJqi zg|$aU?p3Lw=GW_dGd;yzcGwnH4!l=7lX~(`eKl^xy$lb2t>8s%RIJQ>H60sO>~3hx z6F#%ANidD$KZr$O73DxvcQwxJ9is3=E8wg1rE7&TD_({|lgO36?M0(qUQ~4|;{! z^{K=arvf_}k;E5aj>3#)Jx|pQI_gjI+^Q{aR6q4}7NeL7g>UJ4txZovdyt<2CZ8@X zJR6zH6lBT`@qscUl1`R_x-H;;+?fh*8u$?LS>q=DhgF{Qf`blWLA&DEw4%{|kf7M3 z9l0~z?9lMxh6D#H3L;B#Ef@V4L*GJxz-nLqi=Kp>1n{!)JWFE((rLgqjx1lW6n|zt z+?BWV$Mx?byc%?_5CH-u=dSrp8|vjjSQr8lem*n!w#x|-DY}VC7z^XdWk#foEzD=m zWlQqlnwp(=8B_Ql<-!*S_`-~hHT169Mr$%u0!`I%R6Pr$DAqA5q{O%BhhyoPPuy=k z@~>VabcLjC^yx1cFb>bZqTth;Lgam|z0*y4?orQnO-{fEUhlOnyS-d$0V>T&znHl7#pm$D%v- zVVrxq1@~k^uf&0gbG7l%wS>yqn(8QKuUC~!A>zwx?un^@#zT>YO#qa1R(PBkKWu3! zfK_>FF+AO;$ejJGVpn2w%CexQ+dbEzmts>J{B>`qjMZxKHAD~hn%Vl)Stang_HxL! zBE_Mv)^tv=w2Jt>=Sh)3X`120Rg$y)MtS0OjZ`Pq8czbXaJW{q#yu zNCCsE7*_uhkO&coq=p_MZt0@F`@#i3r~9O?U%b_!Iga!oq)lzZJ>zqyeC}Mb(9)s0saI6*!=A%U!VAx0C-XE7J?)1qI{DtT=@|! z<&9h@P5Pg(B+~?ra#u|cq+PtIiOwC&VRpF8l`cmU8ty7R8{Iw=eYoiZTeEG^+#1c z3@!$;XVRB|zN6!B*(zaVQ^8)>UJPL)AuUIR310#HCZhlZF}> zf9XT=q0;q6cTzkb?}bH2H~JF17yxEcfL?k;qmtO3+!)3<>lKjM?vUa4_9qB?oT8IW zRk6%@*-Ex%<_vC*v7t83Ocbtuv^yYhx;EQvUCzZm*!;B?ZNC3|S8H(lEJsDlMV@Kb zG{jd?g1*-GE0BdW3VxrQwMn_3v_%?1!_gWEvGwM5?O(2Od{@>sj|M!Va(Fv+^h<%q zdK@4Ns94cG{69D9akt~T&39uTbjrdUWj&!2mfE%}6Y!j9kJ(!aA_}6UX?B5Qvza;? zf(?EEC{!}K2nu*v9Qp&nNztW`0w}im?UOIKyL-0~_;(HDNi(V~=Cssla`p$moGATO z2Jx32!M-L)melu6^Y@dfzTX;SHC&S~>0T z>(bp5byh8khjehE+6L#)0(w#2j*W}9EuBCPmKX~$qPrUZW-034OGL2!;qG=AUbCb? zcUqW{GdRkjL1wrzFJCCjQEpA_tG8X=JJJWOQ?6RjEU!v>RiJQm{^d7xx{Cm=k<(rr zyJbL4F3ft-B`j9E z_V`G4Hg|@Cp!4>@H=HC3z~cwIl5~GMVTBf++goNv>C|%P0(=lYrz=vA9SvqG2HG zUzrjJE6)JHdhKrPbY8;`WdR6hLB|Utt7V!D-NX;Z)zuw?F{uRP!n_CBH9|1}Umy!p zDYWEsAO%hnT9X5ZhPf%q7DM~@2T~bkwE#a8UKiebkFuY6|EeeZ-6rZg1-am}|1I*kwnRZsWkjnvaPoAFuqf+qX!wBgb{VI=Vc}Msmw?}>BE@Z3}$#t{UIQ5h# za4{EVkrWTG2?XHFW_rFENN)bKGG(=>{DN1df&`G8usSU>r~5i(PC)1$Ue`q@0k)B#f|5h6lB$7*B2o%cmdK(?{lWy(%%wbLFg@ z#B#P4Zo5g0TH@MrFMNWxy0+TB6D8ls=9WQ5aN8!?;D7o!sO)Gv2gMTzSPl$KH_h6k zrF};u-1hbTG|H_>HtKrYc(0}rNw3yjs_IgRcQ5-SSf{>V<4p6yr@YU@qHv=+=bI

        g?P30~*D*@B)7=XA^JG9qs$Fmpo5$c_9AIL;-0|oMksEOJ=QShKaqV~3+fSaIA zNw#|HB!2jv=L;Y5t{Yl@-AR4{LaFu)%h~CATHdu|&9W)eXdCwHk_1y|{dsy&z7M+P zd({U>FyBpMr)qn}qm38n3Tq$Pb9Ixa00JN(Wob5X>3p#*2VlGQHP70E#D7-xll?p8`?uHK2fey`dlvogpiaq0wn+)o z`~r0gOXJ^fc!1h0+(g|&NTaq_S4|BBnyn=b+dkgnk@7OM@Ix9K`SM$GDRI@#ld>qc zvB5o`0)i;_w&Z>-a+&L0R_0D906{LL*A*RW}49QCJy&tDHQw44#+oNj0@iqjG6AoW5VJ)m$o*7@(oYZ*-&eBldw)n zYw4G)whoVD3o=V>JzW4auVGeUg*8o%ZCkJrYg0}U@3m6QS!q;Tb^HMct&hVCQ08kCZ8jCvH?H*PdRVsFkQM zA!rZ)`QiYa0|{TKwGser3^}RJ5Hv}Fjff+FGJ*ppU$?jueA2U2*CEST(%hT4b$;!d z4Li46S(CWERSQvPP&dm3d=+35qyYP_beXQJUvJEm%7l8=8?}WGZY(9tp{$|UhFPt- z-4)6@N9~%d*x)Pu-p1(R=$eL#0(QqzyS*%Q<()|VdH3yl@OmP-?=Wnvw0=_mL_3TK zNKJF~*HIr1do)`b?yxre%uhQl?5yF@sb|Hh`#aMY-FF_bpDmRN&=CDRbD=?V^hfia zK^>nW4R2=`e%ea4q6F=gCP32Tmk>3XMZ^=tX=!gEFs}Dj7lPCUs?u4Fv(gelJCD#0 zax?wk-+w*x=oWtKUUakK@Pt1hzEUE@zN*5_0$(4-7_h5bq>A&|Vuc{uMmWI|uT)s) zYVrp;z=X#mTNIw`-c;I3k-9K6{^*KjUG#l) z@)Lym62M#4%CzR0>Us&e4skUFVWX&Uiz&`UKinDELaWbeL%w-tFUi^*!l)*@-a?Fe z@)4+R(&OFCNm1WGZ_3R@lxl`4zwXU-l|qYLbuje1d;B*i+p>&H1M${Gt~qXvPLYf7C(=1QUhzrU4yF7uP* zjXYtF$pU!oUTS@duaihtOu+f?2n`2!#>t)1AU#WhXx**NInJOnq^fXRML97(pa#)M z9Zh9m6qvbVG-L54ybM#()d54cM8U0|x!L_3%Dx8MQl6}*=LIswSr@DU=_I%2A+V;Sw**;Qd>Wqflfs8%ByTlRtYioj74ccm)7zUf$*l>Z6B}po zht}fT`En;SA{DL7@&baGzq5|xiC1MadvSxfIO{lWJ!|1rpfNSDNx_i(QT60&)qaoh z#7TOd1gwbhNK4K|9M~SN;gJ~k+8iIe^2DI*Fm(Jh$0y&(OE>ZTO*1>gTr|u>@D-dj zH`|WK7J>Hxpegu+FPD4eSYy=e1go24U-WDo7wh8ej)Kz`q)hB*Ad|VZ*j!){J0h z&e>{LBQXb~sI(r++fWVEte+fLeYv~UzeocVZyyX`emzKLlA0ZyU355q<8DlU-i;UZ zf;PySz(8A@#wV-c#U`-DB@n7GjvzhFE9>B@Mt;5Uq^^Zxu4c8!vhW;XY9Qu!E0nR7J9Luf-$FFikD6%QIqlE$t zEPI91(puWanljEp;)lmi;N@i|dGc;z29?z;la4wajqIR`a*J7b_1-Zb^n@m14(9Rx zyfVADfqYgFz8eGBZh2DWBz%4(yCam0$kNNio`ofSTyMD<$N{AOhi~{z8o?%a(Q6y` zmmEN9WMn^~kr0Os{~$n%ydPeL+{@^t?XHs+5KwaTk=Ekq1E<>0#M;BgN&A-$UV;*Q zFnSZHdoib-0ph4N$>t|nue+9G`o1c3Wd{Z*o?IqWZ%QZNJvi(!`6L?1vA<9Qp?%h#n^afgaP!)HUhM6Tlz)rbH zDL~6(A3p_%P-2Nw+8CL<38xH)atMm*?+Zs={zx7AERUrZe=@~X>gbN&@|ui}E79nGChxyFfY zRu{%mn|B#xTl5CDEu65&gm50#7JuQh8Oz5s$W!`*DltI;eyaLJzQwt=RNIjV%%VXr5Va8v1o17G{ss?| zOyNfq`cf8c;*kfwSf3Ah%CsMRNA#%rU;sA_hMc~Dmhr!?by{7EupPVJzM80PsC99z zqNWU&d!#h7bJtwZKkXQ48WULx^yu3+H{MB^Uw(aMJMuvL5 z>j#Y(ca1xk$>((aDz70tSFd7eu`*ELeB51(O5+zCOgf8)4HU2J)lrRX2=AMZL<46lhWYv@f!^jl5>B?{|YYZ)lJoeZ6aF z=}TcFYJ!4y4{4%ye5N4FTA*}(6>PYJLQvv4A8q`7er4h>0pV?UiCr9o9{y<2pX2_7 zS?qjnL=?n6$R%<6$<(CohG5J9zM0w08tAi7NbEfp3v+6)L(~!4wmS}vtLuIUc9y#B zXIo*vf2F&I9{o^st*z%p+~^mQGjf2<^aNwv&>EU+okjozjB~7~BcmEAF+lSsA89kr z&RXPh>l9A5rNhQFJ-1_b6oETN6s|jD#5Z1rkcP2pbAX%x)B;V^ioQKj*k+&`s?MLV z`CvG8X_k0>QUi4hY0k`j+qUM;uHk1Nw9M1M3p*_@1khkZ!fk=Fb*G>9fK^>+|_*Z_hbrXOmd=&3#=NO_q&jHn$-CuMBbG7G1=+;*;j zx;Wy&Nc|*0P$1IG%*QR~#Ov7*fjwpw(y)MVwQErZsQc!~G8XKTDEm$S*!8P59?zSd z(r?_CPP%15P&+}v^92OL1EM&ZMDFbkZD3(RKhWCfUn;Lu3NHccP4&i z>eAu#ETAq2X0xoNoMwGpcQW0v^-&H2Nx36zmL#zrqTKmQ7{Xt)O%YY#oPgs|L&^+P z0~aV}E(!w9>o4?0AJQOiMJy_b2m09!i{klI=g4DYUsMMKOm{I$_NWn8jT2X~03nAc z1Z_YJyI-ocB?xsY9Fg`J2sHsb*RiJ?t=YCMH#2H6)QP|%HSn%ktT2v*Yzpj^htyOx^NuG z7aD$F&X_u=VK)M)bxZEGLTd~TZ2j>UBJ0C(8?jrzZwJz191iT_g7riho5YJKiB8)5yaz* zg52t~>u+zyp>qRCQ>BZ>fxl0@uP{@34N!@qUz|6|3{YxmkfaW05@;~f4K=M%rxY)T z0KDo!B-0v?pp%0G4na@lYyfS=UQ_pRH+ZcE@QDPqY!C?Gqt;RiE|tR@rZ1FjRtoc6 z*8&|2c27tzz9(qDFCxyjVN|(nvzU$h%h4{QHV-rUA1iO~sj(WCR&c)4jSqf!6p%X# zTNQmH92`Iq3NRnD0Ar*GT0B!}ZM>XsCbH!3M>O?=1EdPdjp~7eF3Po)D}Y_*uU=g` zlW74pAp@uaT-VK8|6SQpr+X*mT5D9BTR>@+2)l!$RWeiTVr?`#ca9*4@M=-kpyXfJ zU4ax~dPOP^nURs2I1#k&oczY&4M5}34qMYL;_zk`x1nnn3T(WSd{iaL_=-=V4b69S z(N0A?@k>C`@*VOJ0G?(59Owjr(wAh0nofkJS8XNJXbP_cGnv~`_LUL+=@*bjUPbFw zrm~<@+wNFc_i58kv5&+K;#rBT2|ND&8}~N7-5goGaOE3O$4}9BR0!j~Aar+!K>ad6 zofSS@(}m7IipYz=(*@l*v(o^#%Ex&jMle4)<%+)gvT<@_hi&dj&{Kwk{NB62PAy!H4yrxO8VB*1Y^1)Psw zsoWwv=K-43jX_P)=73Gj0px?AlVL-N^2FIh-yARWG=I-#Rj3ZpkN5De6%*h+WF(oe z0g5V3(_ak*^lIY7F#rctS!FSYaO~`hkkTb=MNM+5@;qPpf zxcAjt?e<3ly>O7>$wE5$LgTAmrW`C6eA%}U+TbR z@~;-1CIcFC8c!E-G_G|MQEPs|suPkD0j_Z?WN>30gJlJv^Z?TnmoP#oRi6d{guShm zfgU}+`FsoTFic3~?i;$9hUG^iE24tWHlBN@ueQk3VfG8=*HVBUakwbFf*P%J8*!C(hLIgoA_arVI)(TewZ1YTx>T|NwB5mf(uYsp&zF{+HR07Ql zw-%!_*se3bu&drrprwa~E`Q5a4mgj@y~{XNV~-GS|57t6MHNwQu+4l2357$5wMuw$aTV^3 ztI}agq)D$#-|J#SHPV>VE;8SxySNay>4@pPIH4V8o^m^d?In7i^^~8hLg(8ffwDCF zjRt)L@W79Dh1)G82QFUtW2ptd9NjlA%kvGm@riITzPgqCNgn z2xn(@BYfS%d>AqTgAH8H;Js2N{lB<+>#(S{_J5e8A}S&x0*Zu!ptN*{k`ki8Ff>Rz z#7H-Y90Wm7q#LEXn;8U!p}V_l2+5)Ot&QhA@AVP7USikU z>>B#Ky5FECQ&23#(C+yCF-QPhKHMv3biZ5p;oaiM=kLNfg&kcA9{ttxyEi`NomK$? ze7fO4jEbhU8{ls&pFMqCrSB<@i=XJ;&NgWr8Ve51^bhGc@&Yui%3;s|32A*Quegy2 zAXW6H?drFHDDi~NbD1QP$z!0$n6|_b3cZ{^M z@{1yQJb3%q_cMC|G7`eT<9|S)x>d_^sd;&)OvyRF(+k44_z{GK;#5OGMw}}J!peq{ z$>ILY-~dgVrjPouNmw^b+6Wc+%?+R5_7`Dx0&)OVOS{k^hdTQ!mNEG1s?8(4P8hXDc0NG;WUQEFYqAmGkxu*pD^Palo zo$STi5F+k5SgBr|KwTpv?`_JWD8pU3$hzhgd3MOG9HyR=#|K>x9^i%kjdI%jDG0>m z1Q5`xwPO1#4fMtm#nNfW9<;ED^Au079fsk2iZ+T1g9~7~`?hG`vK&fy@cw5ep?Zi5 z2YQt(7(F&})jjI!P5((aalyG}*MnS-lPq@Yz`?J{aU^a!x7ce`(5!-MA!pWe zyjor-VR$p#Qu|;L^@w@XT}niU+w0)ib>j@8B-Sf|lcG?*M7Om<066Nx0jH5Gd66BS zy74&^mY-gThpCA4y3oc8bRFO8_dAEB7SRww%Q1M)n+ocY^d~({2~BoZ-^iC2hC;}* z_)-O^Oh`zi!#LrkZ(ev>e?zDO8~}Fr4u~?nmwx@jR0x=|^&y1|J=Y{aVHvz`ms=Od zYfe_o5zeW>t=O2@=*ld(bHzGN{Aj>wuqYZ(LSc%f34mv$e+^=@A|R=RZ?=LyodcE( zv&)@MhA`Tzlt`6dr(8shkRS+YE9XH%vhcX9bL+1sKwoy`zyhpCtc*C)CN=&5uQN8* zh62EP2MiKy>{jTOMfc;Nj(`hX?x<%P8FG; zvp-S2KTQQ9cc`C|lfnK3>Sy2H3bu!H%;jE4sf2&(U7>4edv3rz?{ ztBwa>?K#2UD0q0?BKe%-cpgm{CyP@bor*m3kUIMr>yZEE6Ys_gkU2Ct)9LSb^c0%k zSB8Y;(u7cefd@^4-e`-OnUD3ZUh~c^*D?gHy?ch>w~io;_ggpiIZ$TxeoZZRT#E!^ zD_|-5x>!+2KEeTc;yK9?U`d_hXY_gkQ1{F$$vv>Kf0Noyl|K4rultZ`paB`q`P;Vx z`xdTG1uQDBs)?zc7g<8*_;OVdii^A>Rs#+W6sQ2rN?aI(K?d%`pPoUPQth-l{gfhS zM{AoVA&O zArAa&AjhK4H9#^RCOAOZrr9g9Z|opgzTN9EYhaWkSQ=pkE%L$3{I*p3*zZGC1*!oR z`Dn!R1Wk+IkTuj1lDKsE>Gn~e$nXBrPs<>5TAs}j%%OP&Bx9HZ&5$%zE|cnU<#a@2 z!Ezm0Rj2`#=gyv9tcb{e%gB|y)WCpHL8EvjDEjc7#1je0aZELKI zl>N+KA?Pz)LVV`Pz7gF4BU+(Z862Wmyih()=0&%V^-QnR$OV`aR7_sQ>t>JxTRU)c zHt}tG!)g3XRit<^LX=j2-Rb;(zWzQ8C*12nq1H*x?WoQPIDZ-i=Y9j(hEYgIKMD=A zBZCU_JACq9VA@H>=>PpY1Y%xc%VlA`-VA}Xy<=Vv@xv>u=ONv5WkS37%VqzACs?@v z|HrDVYF0p`8w;CtPH|@}-wGsz#g4HUHM#FJQJ_lb~BI2qK5Db<_x9{Ir1NkG|pWqtCd_FOq z%fpmydtn>ck}Cts2isT{^{X#zGCtKQ*bQo;Z#lX`HYtf+_?If?pAOdFSrbIL29CFV z%glkOtGz$$&KoQD>iCtE*;E0R($hv^G&$T$jNeQ<3xYs}Gy8n-Osk~oLzMtY6Pn{! zyjmx9^4=x$_2QZFXB9%F4&G(|a}OAGB0)I?W)cqAn)!LIlXg@aH$r4s#m;sYfeZ7( ztQM*(}2-=8e6jl8)0!91mwKj83#B!tq2gRGI?d;`1 z)klo_xhVF*E($1fIj)u#UF9O%vDww1^`khx-)qFBO!Jq);E9*D4%I#qoWM`Lmv#a3 zC1#UNoS$L{>v6+21l=phJP$0g%1P}zu@)?EQ=QXn3O2WFYbOC4)`B|}0XP-RtM>XF zF=?xb|zYQcv{nVVf*Ua{X5uBWnHHV8rWhSQoWM^|MnA?t!M7Z>iAd9ZL8fZeB zQJn{D90uiBj-DTW$>HKvb3xLaVJhfsx6li(#_&|A0^~wkDo^zqr*txywiK-~&6U`S z-NpmE#j|w;+l@>TxkpDg;ZFp546yk|(F%^G*O_MS@y^ls)Q!=&U$}pX`DUT_Toj{Zmt?DCAFT zk3Ty1G({zUmOdT6y^JCBuIURntA-R+xr?;H{*%gr)cy?9pF~1OBhRdKue@P^LVxC; zcoXG#an)eDxQLFkfggb8qJ4kZKjTOR=!z(n``ueA}z}tvo~39ORqsfW21zaZhF;RJKILeeU9}1pZ{%ZRj`}fXE@L z{Q7t(FgOo?*eATftd{2u$O-G8m}#T$wc{UB;$*DEU(oZ1a~6-C)Pl5rn!ndz_Ol}p zC(z|9L1imqzRyz4{pne--DI94^ALiK4WZ8&0S+y@_yT2aE-=SgV?P)%xYR&*o+2yc}<5rauv^8zri@_Tpmb-{qU1+O! z7Q=}q<8(MjBG<=z@N3^3$n#m|IZX&1`GVz;y|mrB)7PY|7#|1Zk<|@E7GtipPLyl1 zO#$aEFlYA!_e?0~ouO!gx)&|@_B9T&N_73W&hFP!zt+?<&$l^wN+6P?JOEdgr)O#p zA~TU{gBKshlhvlr2}}eGcOqpI1t2U3RJ0~{^O=`xoKl~p?kY%{zgZsI^JKX}6tOlw zFN8}5sZJBheJPJgMUb)WWOqM>K$_r;mu>^fbOEJ~!?le#m2JUQq7!ndH(GamSTK4r zw*kmrti@XIl?tj3@-MI~i|C})vEU-lv%U70T%oK>aSYmd9v$9`Bv0J#n?>(}ODfgc z?w(rBj2CYt40m+K68H9(87-dFate6}Ngs=6SK>f+MrZwWQUFBCOGn=T+n|(e$kjI= ztZ!+zsqF6LfF3BqR+Xj2o`97WDp5K6Q}BqPg6Eh6vfhFIpKpT@vkG9S&fS6TJw)u7 zO}R>oI)#k@X%e7=mw_GOW@#gfALy8M;4A7tXgHDKV%313=xm# zVwvS4jKu%89(GjhDfqkbo2L3NxzbX{Po8nxm0oR45i({n+{t&_KkaxveZv(aXxD+m zMZ1eHss^6E%(PJLRbE?N)!IJf;|-|_^JiQiA0FQ2;MHZxSDos~Elk1v+P?KwH?O{M z=GkUaNUCH*kEME0?WwfnVko>O3g>S@ja1hHUmadHN5-*WrLCarFQ+e*aA441DKnoG z(I31(!^FR2y0DU{H#*!OZ8dlCiQ-%}^HxVyiFEhUig=hNA4NsqkXw+9@jg>I)%NV^ zy6ur%A#Mj}T=nz)B5Oft=EuHNdCWoq?^hw$ht!=lF_a2=S42Av&{=J7pc(^?0`f~h zOTbGqfqtu8YK}u{&H^!FXAv5tFl_nw;0HZ7>haSjY%}`T;-+e^O*(oU9)`niem9B7G0yp z{I)sJg#>QGW6zds*9qT7d3T6zXkfmPtu^hKeKen$D46U}AeRRIK#3O8xmg&F5Z7Uthaasd#dGlu zmhN&a=-QWxl19AgQ)Fydg>ky!(w6hpH7OFwLW;qRt+VBM7T1Vus-AQ#bBtKU@IMC?B$73Tz&0!^@mndft7gR&2<0c0yXWL({wBY=Ck`-`PA(J|NX7r=CxNoI2)GjbJeL#j=XS_5#PkfrH7baYw(xaZ;KWAhPBgZ+j znu2wm#9pmB1vD6pu>~L3uE?=I+%_Aya92O~1X4S|AyGNB1&Hvww3j^Dx3s>@^K}Ng z-$#2q&hw-i8uR+XbTwmge|WmXij>60XOAOhD6irAOJk2`o;oy~y@B8Nko**LlUL0z zyv%mNT#XYZ=Qg(9DV^wH{iKkuedUL2$X@p~55vtG3x~YG*`GbvQ@y#pUZoUSiUcwH zY2Mv&-2FETPA zU&8rS!5{CQ{FyYy9@H{wMh5*LO_{=4?`iUo-0QuE$gyh0O1z9zDV{>b{HJGeCePC2akuZvx{LPHLN?$5K9Ilr z@74Z(a6XwZdV|cn8tPIL+>?6xZAtc^VUQ)*Ur*A68jSE*rImHpsWj;*L)KAWh&6W* zw^Pafb>n{uiFZ3nK^>BA79xVpRG3{wj7|7wM#suqH9Lv+OlipAlNy@@|4eV#KPv-I z;?AGxCAknWkQl9)H4^ple6`Q$SG@^&&ZUPpbcNg}HZIAk*5AMC(0QH1HLB-L>D9m- zMKJPq^xgzzw{jrsLQx`HQ=K8U0-6s@eEeO99l0Shg2t~n)%t($FzL^g3Yfu_J~n4W zqc}`A0U@5C11X1S-Obidu)Tx%*UkKpFZu9Zf)WYdQ`;`*gH^fa2e{WM&bH|) z@t+0xbBLd`%?%oxfX8W`Q|G*(n9CI((_Eanc}l?q``-82I{gOmUJ1XJ_G5{?wC_z>S$o_{@`OrkQ^%V}Kd4wu;feKzm7NFdp~;NvcY zF0$PF)zEptG~cAMOz0K3nMhJD;k9q552XF5l>9Z$65N}KIFg=IprcIvd%%f?fdyLd zk^{fos4UL(=4-DG`y=h1d!GF}R=oN1-D^O)X{h%LDw#p&UXcYUO#hh^eI-Ukrhm|hT2`b#lXG;Bhq!Kzl zg2Dx%Gfml-xc;4Y=%gj&=lg;Wk7HrY22`&VfyoE6l2;j%(;W5OkDk0;;J7v%1}u%o zBubW}6P2jZ^Rg-iJE7Zl+_kH^wC7_1Pwymx*46!g2MPV%9(X8FaC11k zUIUaWc&Pqi$Jo(Cg;O*b2oF7U-I5bK!$T9;C^F4vVNX8oSm%DP8DlM@8{L1-D6xHB zIg)%Ie*b7C>^Oe#w?GG>C4$|U-qiKg`vW^}xY?-$`DHwb?9Kz@H(3bLFTA~x$iuzP z|9ihY1n2jw^^RhDPhj9w)M4jJ>Vs$M3?LAuNBSi-^LY3Da_gd&92*EGfd9ZU|#`Cwucy_D136r>W!d(-)i81VswEQU9%j{k_Rl>;Ng%bIPd z5rqn(>Oqyzt3eqiHg5X6I89R{c6@7+&pKfZIRlc3``d!nLTqV>PS$)Nso#vg$$(C$nSay6dS zXZs7(r;@J#N8%#^Ko50zGj+WK|~jeY*SMfK-Q8ARvj7Tok{Fofr42Y1fcHD zBHTzNevYe0Z`~{UxC>x}= z`hV~0<=yiUtu&oifly{wcS*hb&`nt)&cP*uICIurR_%uMoCR;_a}q&LZqZ%R0nz`S zVxAsqf=MqfyK#R8`_tm5$;0~w;9vf3BCy&Z4av9K$x&oirBGrG9i5rfT-%5CmK58U(!@6!xiz=f zj=Z_gviR58ULKjlUUZe|15D7Actx-NLpjRMt$d|ruNGx@BuZB=$_a+E<6Cg>b8|G| zc1UX&Goto-WG%&@V9hb?9tp|$oI`Vv^!&U6zP#vzik4N{@yaauEu$0qitv5n7|#jJ zvzQaK1Esl(uIzJXkrU3E(L7ms3680=_F(;x4~?-HLr8?J%DP(Q4(<2*&ScN=f-Go*+!_ujm%yIHs={78GPbxs$|b*8|Nm4X9(1P8vnDdf0#-_bWg&! z2leO>Y}S|IuGezv0}W=@Fr(z%nmGevD@f2Q_`&+Rkl>3KMuULxAl1d~_x2wvm4D@1&X z*J9vV@cryk$Fa2hWrsINy0gcgzYmKjbWftb{xiOJ3)1Ifiw1-Li|io8UncfYN=b&H zfL5nk$Rk*(5Ijg280i2dEwlQ2UvLLN0Ri-a{zG-Y9^(k^xyqr4@8t!H4Np3pI-A(yaA%b@jO)IdSzfcU&2A-ueq|HdpNt3v2s^1T7BF(Lwj<;0AEBLj@^zV>> zG&}pJVM)-%43#BkZ@Z9*PSlvapkEFkReLkWaD4fa|YAr?9_QgAZr z>UH;LREzkq;c+ea*Ve{44GiJ3^8!*8C=Pw>@06Z8(E9!}YtWsDK==4g2|_fF%!MBY zZ@-r(wYKEF%gf90rP9e|OAM?pmo0Bau(1{YRN!0P<}A9B>`U^KcR!gGq1#2LgWMuB zhn2iGiq0vQzyGX#)`;gHL5S{_z&1r}Zu}hWtVgZM(+ls9-NZt*HF00)wp{ql&%S?LQ-Rag>Jp!({Zhl(t11LFED~ucCS7f7@8i%R@SNyz^TDi z{B^9SN>^Ez4lzK7V|ifuUvcb4=fUnoM)Rn-I})nWN5zQA}rj?^M;yi6-BM8 zbiN)~@z$t?9|Z>rQYm^SZ?kJC76VO=6(GdYrATbv64brdRaD9Mg(XO*I4p*HU>o4V z^CO8o463}b{Y6QsjP8`RK+CdRC*#Wmi>%M`q#RSYw~?7FtF?X2a&Dw=N7YhgEN)F* zjX2zH(vUIq`<@Cf?$+`IsmF>?I-x%89c=!-(;TF7ImB)Fx72YV-$DCvzhg{0{4(41 zMs72yo!>o!?y)Gd<=ynz=!=Mza537}0FIM}j&EPx2ds;zf*x;$P z$F$K!(&l0;Z)1)+E_DQTPzNN)WV02nvjy6@A}#S2{Kr^f-+cYpm=V2Ycg-BpL%vb< z<%+OiqLak{&+1@@*ng_2>WgTQ~u?uRFlG`C0eEZ5KzhcjrfOkZ32rVnN^bFSjiqzab5t7GE;x zqCfigCNr>c)@eT&xTAT*oqNiM%lb69l%}A9z2-bSG2d4?XE&IZRu((N$sKK(%hL5z zxVkDY9VkR|iE*EU#`KKzfEb&iv$iisEvmBa5ty~A-aVV==pF`0FLqoVV(UJeZ5w?K zFCuH-XiKTx2*^fOjGV^mM0^{OlOi3xY$RE$((R-!P8$UMq-WFgbtOcwsF(MRDsf+! z4_{Q_r1VP{<2;{i|3qLtEu_SAcLfS}4qJymS!Ld+U*AI_(aq4 zwF+#=V`BSH9eaQnLi5S2gSBkFB~3&yqjJ@!cH3|w!4L@nVXGmmaFx(mQBPs^&}7_? z%KRSe4VHX}Ddft=LxXU#cl6M(j^^mN3$^js%(E1*;Dm*$#aPo%z>*FK5?mhY;s$qH zf|yc4k6YRBYG<|Qaye~)qT>mFmDt%So@Ltt^o%s{d!?+Hx{0=AZTiE^02+>L+H9(^ z?&00nymmH1d^>F&d3o5Gm3#B1BCzmrg_R9)3y+iR++s&Z2i<(*JQPen&#r2~f*den zEsu^r`ws7&$~j_;l?TB5Xu#_d`?mP^d%nl)e~^ zYCWEMPSRS|bHHJ3Z3Vu!G9w;{1nuF${H-JAx>>pYG)^hApRuLic!4@LnPYb0^*0;i6ZS8DelBowH&A8_cMk;98wxRcey80UOAiEqdDHW=GC&??sI zbPozx5v%W(-_(YotF~aRd9n+?5EvGcX8fl-&%JcpGGLn(*|vz~idb;^EZeMlqgBV! z*<|^PQMSbLEBoebb_QZscH_1BC4~~6&tLeMB|u!ByLvxQ+dGCV!r>z}-vTcb)YeiB zvvIBBzA1MKpTDycxKn18)Vuzf)fj3ByBeteHUvxio~tRe;v8p{PBaF}huu^bzjo$g zWXQp1=LY>}C!PT%H`=>!?u2pgoqteCOJ#P8waso&KbK0DL6?wu*szuFbYIr9MvJXxqQRaiu=%SRGbPkzcFfvCvv% zjF%BWqYO3|-zf5?^ys8vWp0n7)XrOa49KqpXKlVO%_ z54NAD&aN9E7rK8>-ENKGcB}+`#sO7@05X4K;&VRlyUd~8NoGv{Lfy3%12gzyYpNGg zw`UTWf3b++$Sr>48+aDkm#?zzg)+>liguRI#T5?e!DG4AZtzuY{DV?{AmknZa=}*v zmfd~JV$I~}=9J5OPEd93g9?=q5JD-W=H63me+@44a$8e2)aR)DbQ_eNrqayi^eZ2b z9>VLZZMSQk3cv5J0!AV|n%D9aKB7+&f_9CwD-2p-Sa;KFOSJnHvgg6Pm0X}m#(Wq| zvAw?8h-xKE3`?FQ4bjGw{CE+-b}RtgF*WD)hWD&}eZa_ak)GR|Y?~XFFxBS}c?99Q zlvyu7Y5*~Ad~AyDf8he%vO=werr>2q+Xdy`X2i-w$X<$n3Ja~?oWZmpS+!@#n9PCU zT`@;{2Qga58yAgEs&<5IH5DSZt;(wSx+H>2Ywu^VjOb5Ys^w@aiCb6NAWL7%Ehq~m zrdra*5k6U)xK)@=cvR#c_vL<+o{Df}y%@T`pIgO}YI}`yGTM#h;p|Rye~aXJlQJp_ z7hd0and_*Eg*yG(Xg-+wdE>G@L%kH^`;z#W7L-15t}|PdIJ}d28;H2PTfK&}1(&vo z{Yu3_*#Y$tsTm!6s#s!kVrDVt_@!}%YAd=qA0phWSYd_>AE=i1X&0Jau?cjP0#o1` zrhCRHlIDdJX?9+&HNFcu6Zf{yBd8q}?1e(iKa*nMRBgw(ivJ|A-X%MSacO1NlyZ=( zr5m6;%!vM#&i!;hR8%A@@8!h{rs}2|+@a539gPB>LsYp(fo#_wI7M}Bbl`WKx`;NK zIRvzo8e&Y-()6!nZgZC}FfCsp?&CVqq>HI2k12I#@6~g$lgZru5O9q0*D>Hdf5i@f zd(Cq~#g_y1SYU9xlp^N0?UlYmDooy_(-`~MZk7;i^Z{v4J5wPNrJ4ex!FXl=*_tlP zr@yCneuI+z6M$BL-=mB8HIg$^+Nas5#P*@#xEtq2cmYv6v+G!( zOTHQ$SKgV~w;SkxUGZV(9?tlbwdA_(aHQT4>t7KHM}>bNjWkyLf0l2*i;c-m{gXrR z|7l`&&U7qK867Q6U8`~q6>telEaX>=4T)12zcTO-qysrOV3&a;=mY*mS1_o${jLBb zL2tW6{~XHw=}R3RGwi~>t1~#5YmR$k*7)l|SSPdH`!dOyyz3WuLz`pK(taK3d0}__ zBEwx~2Sq{3$YZ^^%T76nfdlkdg8B+6!LTr6tz>O^d#kcbCXJyU}*w$KMpYvHD!^Q&)3ZL7fawj)V zv_Ok`j{i;KmC6qpKsO8%QHFmA81RUGN(^MoNv*r+_wTUP`CHWAqkmZ zH+^rdP{mt8VUcPxReTi*ooTVXGw$a?ezAS85BbQ3<=ni! z?b0T+kBoEE>AX}|>>wG+&^vuFE&a4Au1KGYKOp?(y7PL~a_sL|Es1WD-zhEgytT~1DHb07t?M3++&$XkVa@pRG{7>s2^J9z zfBJ7k3OqwyR+m8M}B60WqH*mbWxEpmQnvYBYaQ?vyXZA;(J9 zD(bz`Sve?{@WUS;#u}%;NYqK(fVt7CTMv%|RWguPPNtQp>WcB+Zoy#ukILjF0n+Wg zoVJ865eK9phI#mJPrIjj*EoFI%f5{ih4&?Hw4q?eFDD0^EFM4FN4x^+1Ah+NB6o~V zMg^PSrHkyQMw**d%^Yy_U<<5B$>g!|@WXqWw zcn#i0rN6hqNa?YNJtpXk^oZ-aKTuG3PzFq9?h+;ZJ*RNfm{x+9K{=MV;^O3R@x!SnnMcmVR}QljM*h_o1p*vX8SSq^#eARj`7c2zgrS_phl!Vc=U znRd;Kc}hxF{Nm0<2gRIk`T#NODg0&zw%WJLvD$@1UBKJ2>!-@sApZzS5;>ZQ{w^eB zqUaf##|5GDri5B9XScsTm)Lz7p6>j8j6Y&*jAn?K`R=3ovzc|ay}PobwbXk+5L-@1 zXyVS%f6OdCA5NZOgF`DKZ=yQ-(7rI|4#P;tGxMqUD-`z}h|uk@va9;^XHNUxXy229d^$m z?SC__ey+NiyFknuqHK}HOeVU~pAPxllo71ac{?9x!DBJkgH%0;DFBL$ixsD}+Ot#y zj0MobFTRWPu{vGy>>PxPZfeRZ@`X`zwH%S01D;Cj^uFM^)J(8{t} zJunp6ia_Qa!-lXd7YbT*W_iQ}MvF?XXchi=G4Opg5Pu!A_9SVO)J&eV<%&^oc?yl_ zx$wnb^LZ`*;&m$5qHhomaH)l8n!yp8XGPyXs?ioKf^5t*4i9{%*icSP=?8q<)aZrl zV1A%Og9xGn&$C(3|7HP_OdxJZ01?+g!Ewb!6UI=+y&pfE&m>FTpFIY@5~GZub6|2{ zKZrvXTg{9bwZ{g1WL0cO&i}mAwliN!)eRI_VnNdybu%4HZabp)d=o6VYWYmM-&j;Q zzcZKC!OzFf-m^XP=_Nm_uuU$+uTvgSd!Of7Gh^}Wf|xq$R>)wMMTcW*93T3%Tk(hn zFEJAGOV$&K6y*@RMjHhZD4HcTB`?HvFA|`9fe9L-ZOr4;&$U=20E`->todmo4w`L z7KN7||9n&$^T^TB@k9YoPVE?}C8~;nsrs3^k;Huan%tE-xb%pCg~$240Z}&qs=8fY zA&g=jw3Oby!}I)HX5jiVTy3jN2!z8Qra+e?gqr+Cqvj*8&OJo&cZt43${Dnz&>WJD(!7J9IPDjh%t=;^k;fn4hcvO((Z2i_;% zG+ON&7hMbI^S^CLWc_YGM0-@Ekur(h$U8kDfQeK ztQOL@E_=im+guDXSfTu{{FGe5=ggT7R%73AESQWXoxHX&$%skvKCBG)Wh(!WE1C2h z>Hz?#Nm*!Ez?RWKAuDx1o#^7D+}`V>Q^*nOp|(ZxM6Zi>mp4j!y_ruP@+5Jw8Q<7l ziMt9VUw#oC=)q5!$K4F!xmYyte0878WbvBa9L~`#Z+xm>x>6jzX~F#=U+~?pTD5h% zeJHo(v-z!lM1Ymfqv23;`dEaU_hdBntfn~IqWRlg5?~Jvi|zBZu;^yvWG>r$hC6h? zhOO%9{z0P_TLxz>NO4pxS)=IwVuM=i(pp&WnvGEpt9v}ThbTwe{ag&wK4ItM(OUgW z73hAt%L1ZzIzRp6>%)v?bg~aG!O7RW)Q69C)3^Vb!gqh11oOK9bia!_RZRJyd`+L8 zRG1G8tRCdyF7pD1>0RnptW0M>lja}Cc9hw*Mzcd1_M)=qG>l?9A!B}F#a<*-rF#~% zB4O;@76_nJb_v;nfJEbxX&Q5NgTo8{W4+vtr?RE9>qKm_-Lo?T=yfRTL04qh>-^Ec zS9$4M_~@0V`XEgJm!8$=DideDiOl`$A(Sq-H(+NQt)$+jOFq;*HsqpRn1lkxAKSjY z<8loz5Mem)bQ(uq7We~{ujE~A|8Ba6SP~fqF_dhoM_~P@=LlBwzJDN=DLu-vaJaL} z5>)Xx7el4-dcg&DFMDmUl|r76KicD0X)wP+Vmb{u{05RNMCZ%5peSTMa5o!d@DKXG z2d%AYxh3gOwUxV<0crgFc)ME6JJkKAS9OX)EL2rTf$Yw64>H^f zR$?5-s^frECB02Cl=DWu5*iIxV!&Agjb(&a^1R}6q)y_ zBBOOk+VM3{s$sNJ-&~|`e(rUZ7Fx-9Z0lzxasAB%iN;9OREg*vN7hH?qqSSoE~OLm zUs`Dz_HTWd#153R=PN0nl==s$6@7R)C>XErcWMR=aIji5d#S&wgcGxz@^7Z&hy1w_ zkQM=GumjMke3jd+sP1h7u;yK8OdES2-04du0ORg}%o6n-g$WL{C`cW&zt#KG)BZLM ze(bb{e)#tJ!$?6!prIrW{FSuZcDTlN5Q{nItokh1RkXMcsF|JT*T|4eS3anOJbFev zzcTBa->#^1RyHvh+nIKmXAG>i#vd9*oj?&{CNyj@u~L)$Yza!-vNL0;9v0(j(yUr~ zQgY?b)Z=L|Jv*QKxrQ45!kcQ#kWY_0dTK<5G839Ll47pxr0P0d!Q2%L#Ye*Gxy-L>NTHHZk zo_&t92SEAqEP9>LNDV|n$-0-;mX(OfI;0`kUB5cDN^ONvHpXkOm|&1VzRyRTk{_7vSx$5fT3nj3|B(d zhQChU$!&JpF1vs3*MI@?6D4|=H=6CMnUh=jVt788D9u%87S7=#AWU8wF&TDXNEfr; z3`I-fmY&vlFu{2ZOgE@%i>jouojH4_?o&O&-!Qg2{uJAuKP2(8YVN(-jyceKNRd(E z&RvwXN^?hH&nim(?e6S{FsmnLXHckf3BTzmWmvgj3-7aQu+rgHPm%#}n1BYXNBN}` zWL!ve4>K(_3c9-v=EChQ&4)E0R6%E(?ezit7p5VD@}F7y@hfg$zW;~O-V{vc{6P&+K9SlQ2GaKbwFz1X8BNsrqmO!7h`269P>Vm*7zKm*`GPE$#miz z-QN0S{q*I^S!;EvC%qxT7(#K|-f}N?$BN@Pt;xc18=>q|bM|{gSs)l*7UE!$>i&Bw z+ zQ=zuf9E+{HAS}o&>cHU*S|gqY67W;Qp+VyGL0L<}kb7{ATLILcPK39@ zff3b>R(bDH;2h_7iRZlDcA+P0mnz6)5sbQV=2QFeLReNSkB|D|dM;)$FgTV@<)Ov! z;I+lH_qDaU_T=0L^F>}1F5mlVW1HuCSe1#QQT==HlWCnUQ*3^wp`I@7lsO&k->8Y4 zzu4LtAyoua!uG_^F^3=s z*LsvrrE~og$c_Pjh5f7=Rf6^@{FLXeluhfWi*oYeY3&?zFqvzu?b)^{ScsR?jfqaE z;^%pnS%B=XNX&7Fhp{SXPPOUh7^D6*b7S$(Z*7{Ay26+-bb&zm24KY;Rm0Hk)i47Y znlFHzFO2l{?bRy{1!?gE1ZM4kbrP+)v;X(+D)PeB7Op{OyF?e~f&0K7r7P7+fV7YT zqR|z(9HtS|c<#ugkC;@%ikOJNRAyH?3Xr^zkMFH<58RCW*=_)*D1+>6hWTkbHN5!Ug-7- z(iq*>@qjt=gVn6LcBm`uDPa;I2d4QScB0Gy zL@U4AvA(_2p_DyS#b3Jp+N!elkt&QlX>5^4OD|D#eWZWc&NqK;Y2{dfgakO8Iee#i zhw(2)eOgbwJ_2o1ckn@q9C;0$H!M5C#i;l@f1;r#T3!TidCBzp@s6RMF{ea97HMoo$vTmo^j#3nWUPfq@)+W-`ZMj= zCJL>zEvsn^ofQk8ME1R9iV(DEj$7CQ$O(TkDz~!PjiuW%OvSW%v8TK<>7PnH-Vf6y zKQ=xz;aEViFcT0?pb=>)?o&TQ7>wFT!ADQeB6rO0>Tdk-1^Kfjc}$Bq_~t+Vrqr0Q z14ebk4X#2X=Bk`_;Ks;~;6BPVVB<$?!$+b(V7*h(Q`BC}C6#F~l@s}yv}6qqr=P% zBX1ORhd^JB%p(Od6ayJQ7=X_05qoqkwj9iLR{*4bK?0z6yiWec&dHP}KShQ8TQidvK|4_#QCjXgB5T!Is2-@z>BG~4K$RG23w$mw3ob?g4wZ=9oWXcCQ32l-X-ljQb}~mf1A+90AF-1YdeV> z=Q%wT2g*HJM(`c#@X3swzc6auYvOg z=#V{VTe|ZW>Ger7yn1GGc-_0pSU4~WIXd_Q?VL)7Bjt@H4pU@Kj2~F8zv7$!?m)|&qe?wnV3P8jY-7(W2i=&C{?XV9Z(}r$F@jAd=4z7 zS`TFehsWzzTxH>l+rIhZJXVSYsUr#vEvPtyuZ^a%97|i3tUS3zG}Wwz^slkhaG{Bu zht6$>84JGI1HfCa)t z(}kq(HxA6%MA-gK#`~ulyfZz|I%&XD&n_ZQqG&|~pG2%$9D7MXB^~hy^0jcRip>0o zDo>|4iYByLiWufAMSztMtlJ3^;M7^Fq1>IK7rCqc!>w^w%XgA^VUWzTDYJA7#aQ*Or~uH#r4@rJD7K?%c2$a zVq-i5X#UM#H55JvvzHV5;SziFC(i}#$*zNBcn0)S%O(d$_B->H_Q*rbObH6snse3E z@j2|wjja<7a}@R*eLx~8xt42hg*eQlj@R8Ra8(Oe&9jfA{6rMAz`uiLqoYHQvjz7u z(aFM$%gxQLg6G~RBajfPufqKb1*BOLA+iEiG)N!-1`z#+{x!5wuB^<`xmFAndc?XJ z()VSP3OMCtu0tBO`%+2Nr$Su9o@SmXh z6|+Zwep%S*jwNiJNd~0Ys`W;rpVTiIa?Hhl(oUFz7nzfv++*Fo_uwfKt{Q8+Y`TSv z^kALTgO~3+lSQ1EiykS1V1uRk0&lp_N|}i+2?#|%uLo?C6@i2=*+A$4;iO7=5MG*m zi&(;eHi^e0%XW}zlvNn5@%MVpU>o^y?N+}B!>HMlvjYBCRqgpB?AXU(uRghRkCF&m zo@I+LgTt-cZ(R~6fs5<4JzD~;WTr$k1EEaTT)=3^McJg2Hn2!Fq|+D@oGv-onung2 z_q*Qs!Pd?SLcvWp&fhyp*ZQ8>DDSF z@CCW9uz{Z!B&>w^K8N83=8c=tYJCvLQkwk!I$FUR{)tMhdluNo0qEpBJ1y7?GD02h zLL;DVp%2Sylg)mWV*<(R8q(P~HDv!5uxOQOC4CVT%>x@xcI1 zR1o%jJiUV<(IQ-hYZ9$*C>5|UqF}_g%>M$by8$s6*yz^RO$i+jNsv}8ocuJvMU&CY zp>W~>iP7^kEI^HkaQCVG9rz*dV&joMYXmH=XIV>!qn%*VJVQG6*u2*@Mf+x1LonTFTZZU9FO>|_x3d0c+kymjHi zS^xq20WfPsi=+W%dNypAI~sxF9gMib#a&3SLUv#8URe zHDp>A8oP>ixIrEaqgAKzP8zb?^omYZ_%~x}tQgQ15wCDSb;ZJPrC$L`HQk*eENKxa zL)4?IqtKM41UA!U0d`9Dod@2OW&}YP+ zgouoOorNp$*CmHQp3n79IPtLTPWg*MtQLmEkf){J>ip%%a^ESosWbbIu1o+*uhSr~ zrExmh44iQbW6)Y=STO544Bnoo{wnwu&@eCdcRBTZNG=30eH)L?!2bc#1Qm4Xa(exx zi$`C8*_l(?8EF9$o<_i=FgtZ`cp3qQ?fE+eX{Y}tVpZdx3Fx{;2N|Xrkx(j9;Bded zl*{H6;FfLEeggmgF7B9dWf2r`+Q8nufkTsLY?Hxx9gEU`xA&xCH;erLAA9c|4c8X_ z59i(#H*phJL?j3|1W_j<2!a$X1kptsA-d5^)JeG#Wzw&}vw_NED zJAI@dluPEXE?zy<6{yZ}$M<7WQMkl;>mHyLwiCZ6w++*2e{uMR~%D

        KdA(8;(MAc^r zLDNrFMCR`YP==w}GCdiNGj@@5GT2e(5AO#5WdevMeQdH;_Cc8CppG0;+**}<>O zWzvux3Cblb4B-XV?1ee7fdb;-{B>~xJ>~s3G1S;@pVW7-V6@=m$ZEs-2nf5t__~w z%A(&<`P4)!8Xjo9MyNbufOzs>Dybl6fAaRr?iFzl;$dRv$si?d?eh_`g*}b{pSc$8 z9R=Y>dFps&em=1hn|iGQWJ= z@!meim&Cf%c|!moToJeuRE~J)ek}Gd-HdYQ>86?SC0XE{6O(>=Vent`Y1hl(>GuTz z1E;wE{hnP2ctdFg#0R92!md(!WFhgq{ZE|)_dE#?=>YM&c_-8X)U>*mRE-E+W&h?f z>-|L%CDwXY-eM^XqtKeipVvr2D^$iklnqF9qWzBZkf6(#d%VZ@J2%uE<`V^KJ?!G% z^Dr_RjKj06f8GXuk38P5*V9u2p^_6|fiio^TXOqGCFVUa5QpCQ64In99a$lSns@P+ z8zuIaKi$-WGARY)ai*nwm9S$XP-L934(ZS0HRrF|5uv-mM$iZ!T;`Vh)!4d1pvt6a zP;!W{^J4<+KLO4oN!*41-bP_md%I$XVW(0Ql)a_j?}E^Cur|i2S&@(k>Pn2)$9_5yZ>9 z10=ftN{M4vp_=Y@k40fqDlMFPR-1MH8DH{X<&objJi#~25k~wj3q!<1|L53W*&q8h z<7s7?uZ3ftwQoX{*89m@B1|%IfC%D;+V!Ri@(KX4;TWT`2yt4m zem}!)=*@rc%kJs_1j=w_#X^S*{G&|6VRt{NqoR;i?9v5AF$~aZG(YIBgR3Iv4@K~2 zsB48R|GQI9)p)yenxkRbQ{c0k0Y1}{&w^9H(r_sG0aY<^IL*0F0w%s8`1_lKICTFx zMrRViyxq*hDk%lzPU0*f9pnA`e*CE5h=-aR z1bwkrr78{gkT+T~V8{76{x#?Q{gzDs3+KQ{Z>)~fa0XufJ~ftvxCf$*ntD}|{Zi74 zR8Gry9963F7d5*{xJUvDY?uQrH2geR1oFn?@dtIxfNwde3a#L=6*21w1M3OEGDJ>= zYhyxq#SKU!eqKgQkO}z;mA{%GXzH?(myOK%4yXD}g4&NCU8_Zb5?lMlkhTxa>EYp! z8_i?>c{liNv~PoMDy%(K10}|?k~}|`iz2{3ztU`0mhUXpE&F|=4JDrM{SRusHtS*OU9l}<*wII7))q*;%w^@W%4_ZcoU+?oV`Y&I*JF!cj{@vX&J-`JN|zR zxh}?Edc_ix_ixsiv`vi(w!<+0@fA(>KJ5ppzQpV`+Z$pwvPj$J^QohFtI2EJ3#8wk z+N1|;w2wIyH}Z|*D5l;RnB&Ub>KhzUr;6~dGouSp+_{nWYM@DhE|-wBld#$!N0)#*1GE515!|vI zSd`+s-8}5X;NvfWp~55N+&z>W4ufZ`%*#Y>#IXi!D(0^%sJg`&$q<6O=gW zccSTjxmVZh_b16Cz1|!XlhNDA3NOD_J~>g}5w#%DJ0{B3iY(fvOp@bXR7CNpGpkgW zq{SjaIbBLR>+^wKFt^kJL*S&XjPt3e=9^dxuN({Pat#Eda7!3!d%Wh}^tUi&B?kG8 z#qK~ahcpB>-8}_P49Gq+t{RTssgT(3hIE|-=4UMc2=x5HM*S}3a!0OhFN1R|9V+*f z?&<9@gB9~NJ^|LdV(}3v)Rh)CQF0YK*hKpVx(+iClXiW(E347y=hR44WgkEEb&fQG zZdv&^1)ZerXdHc^V{S8WYWCK!V_cJeh@LERBv6{b^t{}EPL~)=mee+{M*F@; zTbr9mU*N>9J2S2#bI(+Z*ck66AInvOZ@*k|&^vhQNW%V%i||jC(#Ln}!P}%T?}|?1 zuZt(cX>Y(n*h6(>s1?#{9WC<1!THs*qs@DaKK=`s>1<0*Hp05RHr9d}@6pM<0K=j%H(Uncf0{9G1tH8JjJlXV}b8NQ>y`aT)-T2IV^U7%3E zMWUgRPU4nNa!+xt4%DohbuES%7wBSxc3a0@(r$v6&hH!@jCYG5g|BaO8?gXuDF}55 z#hvw%)1hf#e9dv1I&?9|<15s(VT&KPA1Zr$NgaqS`iIJ`FBLdHmcVQ>KOJxiSX1MKS_K?S?R*8ye@KpD@MZz=?-{wdCex^Ccm-W0keDEd${P z`t~GT5t2-8!Q-M7wK-7jp|t)sD)M9_WuqE9epwxiX-9ATe_7HZd1!XN2+KCjlqUS* z(I)oiz4pR+*7S>MS%foAsE2Cqs2LA>4T)w~s008DjXzfYH zy|Z&)YQ0yWuhrq>8l>&aT&^7Ybz*~9VF#TELUg#N}J|hz+qAS5~VK6 zmy~J2!E!Rbg5&4h^c2751%Dgb@FNOO8Z4Xio6hXMdBHoSYMT!pUK`NfgUk-LG@y$g z^X&J?(^c&r^41Hy4_oo+&XW)R{pV9WK7=WOzu9i8y22HT?kXmaxy*K{*d^=dNSM@? zgS$$KN^_!u*NfHb1@M|?{)iS?SR}mfUAwonO{K|VSfnHjbG|Sm6?9-dr~1^yjuJe% z)20Bw2wUKh#GAx&?=|ms`*jaR5W=v!n=igCvTZ&&Luo1CIB3DJ%>E#q{2S$Adu=Kz zfKjXvL#)xHFK7LL%895XRtYDg<+j}#{DilOotXp4v}=me_rLe5vzXN(+P}(ZH}#X` zyOrwXxy<_1oIbinO%+C2Je=Q1dJ#Xl9+!bz;$H|W>fiIVvGTLKMQe}JXktBzJ@DBj zvHJr!a_(5W-(=<3ID7cKI{$^fI>~CWPlL}3Sxu6nxrm%X1`Iey;%Gvbcg4uWu=H_*1N`@4Vh* z{_)5C#xDZh8zVDxLpN(r7bT}Ghh!gQ4xg}vLCgBzODEEYEv3_>6vvRhEz6zWm@RNR z_W0fHfsZWa$(vuoSE_{Xz-@8LYn0K%^^!*XB9nSLyL_$Z%y)#bL_niX`dt(_6?rvf z$Sf&lO0L-Dvk7wnqwpBD~AgS??~_4wIUwP+@?w{jPL9Ko%~evVA1 z9rsA2$X!LvM6|4YjbQXNIGFvdx9sMAC!+c!44!#5NdDn=AS;sW`?BKsI=7#}eMZMX zxSjHJaEvPa{4j$AEIFxR*Gd@4M1Gq#AaUfCJ4b0+admM*1 z-IbGgTLou?jn&SVV(vS`#_-v>UVfL_q3!J*WV@dE#PZ2y)Q?`iKiLLX1OV31fCA(0 zqf*kfRk>}v^xKOCz6mL|Q9h_F#QU}R>@KsUW3KC$l#KPJLrO4L?X=yU9}_6=M*XBe z_`6%zG(QT~q0zFL+cik_fj8aDMWmlE;Se%HZ#ojUR3q!F%HK6!77`Wnr1f4H^z-UqVkKO1lBZ$TckIZfpHGtt}{3fIu<+cN}OVY1X$qmAkD zsz1@(nd>d?q-}I?FokfIKRqSo+>VnwXBviDD2_}UeIUHK{#nLt#&5jSn}4cfU}hEu zL!D&VAg5{Xs#Z^5RHVA*exG&Qwh;KdbG8#zIKbk3zG2pzJJ(OUDWJGOW;U29T*<$D ze5cpwvi(Y?yXp0ArLIq%-G`*`t11iNkQE;asnAozAber2cCTQS9nadoT8Zj#C{8Pr-h}wtZ#&@D|E5N{!p$ zU+9U=Vr)!q8)Q&!(xLb2aoek9NlIT_2pg#=bVJ8YA5JxshQ(Sahh86Q*jlXA369)23L;tG%RGsNWU?WclS8`RB$YE2S3@1|LtO4p%#$58aMy%fE4f;o3{1 zAzjtv@xU~9Z{l?}ns4KP6G!;`1+1PA7s_Kkys#fDS!$AehyQcNzNv<%u|7~uU*!MX zPfQk^;ADhV(lm^g<;GrUmK?csjHAJK$zwi?Ur`gz&N{9q#mOJwmj5k!wpG?{We{Jp zbxx=0X1ukCtRh9E%daNsXdDrP4Wkie)Ie`WIJZC-k07KYS8QLpIMqWN7=mU!9g2|Y^0Lq3i+qOBD zYGWyl)~{$lx_ph)ciRP$LV}sVVz@Ob{6r~08j|U}^{CzeAUNrXW)ba_$KZ=<@~nae z@@_<5!%6HnBS&;pbN{ZmKpmR6Z3zY|2=dW{ykOw%YN{+N^Eu-MaSPj9_>yt++O^bZW91iIT$y}`$IBOSASs*rDx{`n-w{FpS; z<%I3o1d+V$!Ov(v)m0C06J4(N(j;~@(UEsqczX#r9<@_X_D!Dj+^7;3S$r7KJo^_x z9olutJXPGf4`){SHwpo{y!MGn$P#tJRPiY-23eshh#EH=P58esyw!#^e;@UO+pJ8n znIq1xM1oN&-PtV7Jprw0zMrWZOG z>`+m8<|_?VSDah5H)O}{%!XPQ`UPdXAPXxJ+gDyJ*DWPKYCBWU+E0lX=CuzfHL3A% zu$0F2g3pZfb`uz`RATK^(@h#KhkN)^Y8uyFK72^WfC_p2iVgqEIfLzEz#xLTke9i@ z9lqeN3~m(#e@adD#wq{hx@4s5X{Xm{|G}00ahA5)4vq5Fdo0l8udDS#PU8&=tFbQ@ zRZ;6piK&BYWQmsmEOS2S{Mz?1aLmiU>Cy!LkXYin`M9%ybZ4*S8ErT-|^F$fiTL?C2_J1U`; zt+oZJRhuOmPxsckC#U~iJyB)VKOFD(C(t9H|LOLUIK`$rK_t_5iF-RhlhSM}yMu-$ zlvCy_y4VO+$5TqY;SJiZxt|j{DE<+TJJz>uvEX zPdCPfymgj@$v0YV&Orv?DBQ=kTY>1VhDe6g+6i}coil8cGg6<|K9V`zoBY_Fr;tMG z;z#Dq*RU)@STM4}m*NWz{9s=2V4JPNN{(r4dIdeXLT1woQPl%x5Z(TqpSB8w?D(qkO22VmhQgP6_j;O4-*_IiIiQ2KK7fs|& zPfE$d)a$_QS;ig^c9hyF1^Jqlb29%n7qUy7H4Hw?rLr8S9eRN&OLQX??13k5?5oPtf0h`VLliV?K6rnK8AZcKuiHB zMUpPwZAPd4_$^_NSw-wDT|77u(}vJ3&PplC?AF#mO0xEjH|zt$k<1ex4!281>LZeJ zNi1P;!!HEAtLT|Le2-Jo;#**PV1g>8SB#I*$<@d0*#mUQ-9k53++UK^vT&hZ(z{^l zwL3?;wDC?`-KjT0uz0+GAo@gWT8L3nsr~D$)k%Hk_a&3MtocyWR)4z&lE z`~npn&bnD|8H58g$!!XI3<9tL`8ohOA6r>0jmNSqa!!zL?-`V`YZ3(b8Py77-Z`1R zspaZmBf)PNCFWgNI&*fEMN~{m3+erk^R69m8NQE&BQX$I)w@|L$~36q?r4>{F`_p( z8OJ!6Txh$gTS%?3$=s;*BG$kxtU=_w8b|UE#h}kGs14lVCUCEp|11{nNw|vy=QY^Xt>hZqwt^yFSVPV} zpl@p$sfIUxA47(xbbBxH@Gl#a2`(knzFo|X)WDh;G7DAk92wK^Bm)=+j48Yrpz`&7 ziFJrSpUnTicf_pMgf6cIZ+=u(U?q3P_q~vSj@b?$hRs@&&dLKLI zo)9MqFjcldC}s1U(|LAV&jC&-(qjM*e4@dZjgL4F zdESt4^M5n0>IhK`C-8A+oSiotGymR*U45k~j9Q$UfXN|U-7=}mnU?dsH}w+F?RaU` zl*ddJDn2Cy2Y)b)zgNGv@7=R(Pb_4s?8KjT1g;gt*Y;+C6vqHZ zDkh%vkpu}j3tAzC6s>mrd&kaaO&GJjjxF;!AM(eU&9FFc9arlNL0By8)YLV%Z4UyO z-t0Eqn*0wmqG7ig0R}}@44FDWvKIU}53#9ccM0S%a?fZ27+zfPUTFRhK9?8fJPNSF zTdf!O!SFzllN}^qxrcOmuaA|1AZ>_qcD2?4Hw5t-Nu3K(bA)7WjhSF3FdMW^=g|tE zEQwo-YMeq#4E?M5C?^M?qyX|CO|=+@Jm8pV^OU_?G?OLHw9U&5bAwD1qMfa{{wCI) z1FmZL$c${Vhsx|}F*N0Q{Lg6SX~qnL8~@_k4#{ z1~NTV@tXVH zkYV3mw;wMpjs-I}q5HCS=QAEQH;?spkP#d&ed&{R*|6q&xvx*RU)^ZeWO?N@&ynEUx;5ZqWcFsKo-x!s6ex zO+J^Fk9DR*;N> zF7w8H6z2FBBrN>+-IeGjaX6c(%I470oc2M`K=%M-Inl)fmC$DzUDESC^7W zX!3Q8{zF_9;%ajD8Q~S;g%J>&Smp80Mz_l@1O814)vL(4u3#`YFt@xDR=~2cKDW|^ z!$<<0=XC1gTuKWcJWqb=_`zV^+*k5DcBk~RW0dOh|8#-kGDTQtNgI5p+vjm_rj_oI z+QkN=h7NYwRR_f|NUkJNvfxIG+`EzSlCWKT?to$I@8nbo6IgtNu7OyRiOg*3nt&w`f3}oS37M1W%PS z2fa7yAPv{+XC&)CoN!_elt&?k1=hzpWgQ z$*^aS_z~l}C4rBfoC557MZ23C*@Wlme~3_-*$+*8wK%%%-U;)I-=5k_MSHh@egC|( zU0W4y7;b5QO0oFGLSp_$mN)L%xXVUpKvXH;Fmmx=@Gi%Ee5C_8vLM6Ij~Y>=&*HV; z9d@rGA#MzFs#@$sv4bjCnFzpZN{Cy;)Bl=E&EtzU5Kbi z!k2mnH16FI-kypawm=SZh4)|1|5*#L?o0MGHu=pSv7v*NkCWk$UMeQ6Hoz?A$Y1iG zALW#d_076`W$XS!@3jOJP<{N?3qUuIJ4?E#z^p}0;V;`&?tSdS9a zmyowBPGfpfIK*Xy$iLTLt1cMQzTN~u4GH0D?In%I2n>!nnY;fMt9Megs(|Vy+@h?Piqys-q)En#egpO_vGn*#2%15ZMJ?z{4Rym@ce?}%W&RM`9w?)4m z#}X7HbE7`xe90uvq|rrdw!Jl%mv0ei*?izHw|IWQ&4e4Nn8$<9VyaI5X|PdYMC<6X zua&BK#hq?sO%5+KA+((;Hk*nJ9sxeB*CbXTQ&A6fRKw}Qc>&*BK3X!c`+%hhp$5%s%jZJXs5eUnCGN`@7W_cK45N>Vmow1|kxRF08EpLwiK;F9gG}h5l zq=`IWB3^8Q)1xer&0-g!xBE72aWgl31} z4nCNPIOG%Hw)mBNcK)DX!_Wa#i~t7h9%R2#NLwGR@?)qCvoJ5fY|dHLGAcW_Hs4){ zK1$E&v>BV}qSNKGYyF2LShhJ&PXs}3q^8CIE&xaZi~ehXM#~|13Bp#~Lj%oXo39S2 z*!M=)y1sjg*`yT94};iO-#Gzw2cQC$MZk+pV|yAfVhe)!>b4ShGi)PrA%f zrKGHwr=7Y4mdUEPUe2u1W#Op=r~JTT+KC_9>mtUq&)+{`l?w3v*3Cb4Q!Ci~TBf8T zd%gX`E<7x~IC3JGcvako(hjsadyjbdY}hCDPNE+-6y>BB=JjiLt=a&;m;jKws{0!! zEx}DxOE{Jcq1zJC)RlQ%#z*|xO>f7m9JjYY@byA=RlHy-nu|8|f^bQldAmk}7b&_k z=IPyYRPPi8wT~Ny)Z;lvdfX34$@kK$$ZX*D9dBZ`7EsPu^z7n|E+|4_gtb(&h_Ib2 z5h{>=t+VYf`80;m3&FRy=)$XM+N=u$5{!%xL6gEogxTX}m*kaG48sKE?IhA45D{}} z71jOH5D2Ur9YO~uib)03@qO+W?tXZoux>qO%0NFLi$Aq-vbn`X{Oxl9&p+i$a%k{h zFme@B7?U?F;fM$svt(OMVGG}~*31u3aV~D|4i~}SK%c$U4YEFxIx=XAaI!>8``g9A zcvV!hpo14thn09HuyLp^@6coQl*zY#?wa|XjaN`n;Wum!a7_`*4|G2dg-nChx|$~B zH5ZNa&>HDC(c0MI-3cf{3#^QoUaQ^4I0_h)PK4n7-%d;OBX4j86xx0J)CtZ^>6O3! zT{+B)kum^)UUfi}zpwS8HWGL9n++tqaE5@qn6 zXYNuK&I~!5TrB3=rE`Z?H_}I24 z5M{uE?~P5mS03j+C=B@;`Xf!1;KofG{Fttz$_-854H^kR7k4Xwz_#qs*l~eiZGq1b zv5wx~e1ryC?TY%n;f+@)dvjKRGJ`bXY~{l)1|g^6>tlADk_z(|KaU$!%6qM5?!ND8 zD}_sT_Ukqhlqxq(5Ec-T5F0Y~L6)g<0A#&7B&MhkKChz=Kj6tkPf{}o^DfVfTN(f9o|IdQ zDi=s>IN#YI4gD6(Y{%SV61J!l4!OVvz1H&R%)f2$tBn<^jzSW$VtR(X&c)A=#T(v@ z4&od`I~*P$*~!kRDGp0dy}Od+pFwTSw0Qwc^m4(ChmU?3jYB5;XVaJ6B8DY=;SZn| z1WD00DYSe1%MR48nWho%;jj18?95)dO;%?LZ#0!M3olCq_n5@mFB@Rx&9?eKz8Pl2 zg*~p&6VF#998fQOKMWve=`^coeD{4fpbYa{7-%EW~`u7=K1xAKzp z3PS?~i**fEeY&-wj#AjmA~xRuL4@Y)nbfy0jd*(|KzUo+^wpnOR(}ccB%;y>o&5oC zDu8Py798bAB<~PtQB#ZG`?Q})sY$;`Icp$b@9IA%*Xjj{NQ3ZP zfZE6n{({HD2S5}In;lyYOUMUNgzfl=djNw4PxynFOe?k`a}^U)<*Ze^lqfD00^IRO zUKk1opZkh@{DtHX(qk37>dqJHhEr?&6q$>(yBI{g{Q$`1N8OoN!YlP&eU-3=G%mGd z1p$^tFM9%s@`YtFvV&Fwlp^!;ktDZmnTt0My8pu-A(pL13JU^a0JwvgicVOc2v0)! z8Bhs;G1#KFf;S+g#vS&qddUqUwjgdN;&Fu!#a}TM;&GiyUdOm|KrD7I(G>uTSE{Za zwFn;w-T=ZIul>)$ICQoTKGI`D-c#a@gbL6VFm z5X&y@(oX`2uon;&1;(&D8@MHHEIqR{JEAKb{_UwbE6su6e}Bp2K%e5e&vXXqJ)PdQw3u|mWuI`R^&yb4ad$r|$qF~} zzZlQCfzabA(L)tgLg81*=fDyyj)jgNSSF|y?GsK=58USdfzlM2e$60AH6V$#&(M>V z&j#`9jCqa6slzuF4xlo2>4z-U#PqS0Y)efUf>_(6#xegx3aSPQE6*Nffu@S@pZ-Ow zrQqFowNVW%LkD!G2H@B^J?&dGpjrdwH1F)acAuxd*D^PuiUBi_djSCpAoXYcY+e-7 z#j}+eYV2Gi+@*v#m3%`aOUh2#rDldQ4SS?0jKKkm<573)`D~lFbedX`x{4LQYQRE( zX%Q*w49Z!tNr!*x{l}Y@q1UTo1RlC)ltf7|_0q6;?vK*C;6g@b*BCrTlTSQ%QDnyH z6WK!r7P2c4`R<*~(UiWbS^Z=vcIQ%DFa~M8?a1wtHU_}>MiymT z;OZh;Vm3X>Ckt74G4QRu$=%%cdK!yCh~Ml-6b2KO?&p?u{ZfkW^tV}HW`ERWYyjTr z+_)a4+PBs>JNfTbC^AHyfeY8+m}T984N3%-N}x_2;-1(48|#jPvCfQ-NiO^fIFg)D#RZYVx~i*#pq2x2a}9O|vwVp0 z>?qndBY3xyU}MDzRxkTcTu?xx#rcIX(#!a~lN9ibdJoywm5RroST>r-_H`N}P@>UP zFP=Ty45*faKGI6$+~$DWog0GrHRUr7S_ARg4UNewlhEX3{%xeXa6i{&Hq+fnYn4w~ z&a=CHI^JmppVn?euvFYE1rY`+VnMO{0zX0xv|Bbz2rAWqT{Ect7jX0F`^fBx^1E7p zl>y!fCRvo?Hi@@8I3cKJ@;H>wada^-d(o9UR!oBGN1BZ|K0*G#SnuMZ#Cs1&=k^Zo zO^2Bsi3kSZ7E@$?Q#IYutOB@E7x$xyv*;z$eZFlxS7pZ;*Rb$;`OZEd6aSxLxF@cO)k1W zx8G5&-$ZW?;%xV;9cI_P6=8qjTXQ$kiaFt3uIlP$R5vKytsa&R&QqC9+aW~j(CyIC zi3n|*F9%UUBpY4czq*(2UWs%H%%}x)yDTUa;19hcCe@N&Y$YBK5ei_O?=YB z_M9sG!Wr&!q-fXxuCZjA8_$>g{4R)CG#A>!@cec1>G~HF^yKGaNmsF@r$7~yw^iT}}%}0>p%>@wT#$2-@qGs)BLO3!t zEwOH37)LWE1^9g{fC_pR>jgB=9vztbcq(#EiTZLOKcBV<$Bq$ZG?M&@Iqjf_= zhuTw_=K+P5+MzaK&2u?!o^>3qnZ3czIivn_cpAPk%sG&dLrYOz*yP5`-(#ddoXjvA zvmwH>F1a#DAJ0(}K*|XSn_Hy3vaH>{pB0r(qiDi+a_1!SL9nG6u<*Qio9w6&>EYM{ zTz;l}WeisYNU2eE(n2sP`;8u#kMZl9gzv8RN$T&7&G^5yy|)fz4hX&6RUCDnEy_vT zotr~HhByaDaj?^Jf|t_I+Lc;Z8VE{AkU8(=wWZvTj~$n2NV`yvJFSk#+=r4WWVh8_ z2^=TaY_uZr@qTUKq_l^#W}9Y(@3Jk6wk(vT1CE4w!eJw=P}4)YTF{-8#(+}6*$0}9 z0RrhduYJ0M6vMTtWYT8IoX-*{7o=WG?!MQ3&vX%D=LUYBohDJRU$ZzgnfPt-!<_0F zD0N#6yBMjo?gU7NFgXX1Rhd9H7y$~vY*EeN=qtCT5Qu0sz&Y!j%=Ae%pmH-v8r-V$ z{p=qIIPlg9gqitrHl*KGJHf$FB3bbGanFEBkfBwzkxAQ(mGG^&s^zz2w2lD=z+dXt z3nw8ICv4cTHfg-tYPvC8X<_4|Jxon1UZh1E98dvrD1Chqfk(!bxJK1>y+nIunBXt87-VM|TI5&U-g|QN= zuay(Bmi*l(QqyGW8of-br=Q^?B8Um3EkbpHX{14545}vm|*b-=n5}oSJ?1lml)57Vzv>#l9ba6Zv6}ho2D^ao|y}oCZ zoW1okv1u>%T`3hgyzV9=)e)x53+YllbSt=^z*3tmCRtwc(HAVNvD7 zd(RnkX41ZOxR_nSaK67OHn2n?;w*`{GZ=9~wur&^FTRH+nnVziu6C49ON3ggBbQCJ z--sU(-O1}Np(y@#Fd$5b?~Cr$ixwh88=p=#fLjjr9e@FhX=FY#P4we5x5JG6~~4jnCm3SpLyn~OXO zj*2vWgg=0eV5ZEgFGBm#fHSj$U9_ly(+((=4*nQP4wI8C#QVK3>pOYHGE$P%=+Z~M zrd|hQ(~@?qGWPVB0&q!b#Iddn3#R&*2Qdmf(T^1LnM|H3-}~57l`K?#b>)SVdM8$A zVP_;Xd86Crwv^tyzexgIMR(e)VfE|c$KBhRXF{x;eAhdJYAGAq?7osw8LE6E%&)Uw zb$edTND=TVNq!(uemO*yPh^7Gl3vA8tX!8jM#pK4^YS3+>j>GQzufY}b49)*C4`pA z3Yxam3WhxnZ?U>*R#4+$ov&K@*+}O#ez-0`xkP-*yPhsfU@LL-Gy1r^>3mCCO=6O0 zB@E$js>jqRyBt)s>M!)ztDf|8?GG3Ydv#e;XjBf(=31;I&i9zYhQ72Y%qXFU=fU9L z!qyX5t87cp_CRe3kTPeCtDH;PZOQf$~Sj)`j~oFPzh zCz?r8M+~(%4*j}S@2#&;CyC5c-&8-cpdA>8jj`Et+BDX9F6U&eiO{pU+rg_&o|SPY z!Q#0dILKhv=fR#wy^pF{ycdZu#Tm_NN7~rdDC)`pr~mi*#Mcqt%qrSo&8){X?oJ2yjYm2 zK0EV^aA~;&Ly|mCCVc#zbWhu!v8{Y*PBE&y-Vj`cojd{ z&^RNsMd+?WMe2XTb5248OE*?TcsLqm~j(^0~hd_ zNV)T*5*d4>>5_>_cs(~4gG7s;yzrENV7s`TgdJCD*jSm2#J08PhS2MZ;Nj3({Q3F3kn0wvpG~HeFd}+j3ZFNDl5}{b)!({d5t%tAfsL~5JnKABft-x2 zl{ZjEClYJl6x=!C1uF5m+=JYXV z3Ru-}_xj@Ygb`d^W9AGY!6TVy?ssuBdi_cYi^+8pkzv6qss0@b@)x->&#Q$Bab79) z>eJ(&LrIL>IlGAX(&~((?Jap!p7uC#AzHhF>^A(Z>cw{R5P4dVi|hQ|!V$X4204Qk z=X#RMwDie4`1ekU(^}7JBx^+PHed30*1aEPm(wPoOa!>tTeUqd zwe>4M-njoW@7QZ7-wLiL0&AAbj4i!_-k5@SrM3C$3dc^=#!0Vrf~{Pt=dFHxY5(Va z;Zr{}6SS{;_wf}0>u5H(K~!{LhwSTaaWLA?Yj&zaIdEIm<2vq`?D$_g^h<|zwSX+= zquI%l;GJ2nD}~%r0(mDi=zqexGNxSLGan|JI991{b z@-IP@pr*Hk;hcpBzxG%CfBK7q{>w5qH{K~!Sxg^Qb1-}R-?sk)+A|osZiZj?+8bNP z8h-zB?{aSFU5l$x<<&Vh^(y<@4*d8I*jMvFtPdS}Bf(SOSOYaXTTP*Eun4XzGfaIt znjO+0V*kl|Zh1E}8!W^4|M(g>g@T-x7XxNo*05t|5@^eMNOJyp-@pE^hM^SJKt2D> zaJFTYib-#zT5`ywpyz28Mpt$p69t9NZNvF)A z|9srd3>7Gck@p)AYZq~;FIoiV!K&AMys^O{e}=UFqq3!0mABHNc?7e-^1uSx^y1g6 zjB$T5n6Cmc86XCluq|a=@i=uo;)aN|sGj=LRqag-C6`a$Q4DKjdpZsXKq{46Y*j6^fWKv2kd+g(o8?wZobL2|Js`XDuho= zat?~O=HAP8F4fl)I9`5N=fd$jK6k|8)_I??c^ssAe%|?h`4%+p@6W!FIbFOd+p~rn z?3HJFOUuY?S%|&*K*QR1^!5$~=<68lokH%H z_azwVf8-lv#W&j_r@8*$!k{0wz3;jWz4D2Wfx#GVa+hCJHlrYSA!^LhB3^f$kKUa` z+ktSx`X63gKxk||$EsJ!XjkN`$q#0ahbDJ!5}4TFw6ES`@)vK#KBlv{S+&VyIr+YM z_?qQiXRexCrI|Bt1?M|5h@AGt^7dL_jOY`fK5M&cyD{}POGrL3J;pJB5Mf5@T3dHasyeCF!^VkfB>?T*JdhI@ zh0?0~MP{GKhRgsRFDpFheaUFES`w++L}@6Y9Yydwv>P_O`^etWNt&f;LXB&qxORQM zds{JX9@>fFm+Q&mzT_-PbMgu;4C}66mwo3g6j{yT9O8F6!Sv7gb-w_nz@)Ta-U;2D zcM5UoAN8)mu zO`QY(Vq_i3^-(YXF zu#uSLw}`(;3ZdpiLc5p!ijHN&fZM!MHM z!iieMA{`&%O~1k;#L3Zd9WfRai{HywuzpAaXV3p&dgv(v`xAP0>-7F8ryA>NNT>Y*^JL+!|2l^%GA_3pJ)Zet(iQ7A8J&hwCHtm*+h({TJ%j zefM3b%{LPBEV?t;HNi_lvz?B8y2>Yf!ji~gi)p3SsDj+eTN-q(&X-MMFhqcp?_EAr zA3ohWz5e?Xqth?Ce)Iih`kzdM?>|!vg3A{uIiVc6k`jjTF=t+^y$B9|bg9^avw^lV zx&UeZ_+Ie02n9mGW_3m4d}Cp(6nmwamX9qgJR~%w$l+D=t;po7(U>)$q4(Z5PD9u! zpmT?MY3*-Mr9L$^QgllRJh=oV5g9xn=~>TNElnKXl59EdJer9XgYX;tQT}UU?=ip2 zf2JNTL|ne6PXRzLKRPmTo^RPG>%3ZA)@`HW@J1Yw;|ya6>o6*aQXPf}3r)ci9cnVr zZ^a96ZQ|alKM>$yVcNviZFFeB-(1>V8*?cnnKu}Fe(G|?V}k-e=cNs*t)+Oi{S9x` zDmt?eHi3;a02+d@pPFmS(DKV26BIqEG)`c+uLukkccp3vC|}N#C7_jyR-Qv>M#$5c zD?M5e7io{6nl4LYhk8b~Ua}2uZF|A)ZPASKB}%&};iO7d#Q%(QnfLu>AP%~NF3OqY zNjjtSJe~S7d?C$0;mtM17jC9vaV9243Hh-KA>^0K?8+Q0DCVQiLpY7Ln~ek_Ko0N?z9eXoRu}p zC!RgC4CdouA>OyJY}j*ms>E1GA*Oyjld)~VDgo}1ez){A@o!55C?IwYBClR8K!P9` zEWD(nKOb$f^5v|F^ys0XjZ3D$}AkK2qUO*opL04;z-(H!doj^ z>5d8G&X9@kx=qlsW!BJib08-`CLFfTdzlFVmW2rxTzA~19VN<)V7hjURPUxu* zXrSZ`)viY8$FZT7Hhx3@J|VDDqeoBxs!o; z+9O6fgZ%|=(!urdj#_B~gSWP3Kh+A;UUlEHV3x{{Nc(eY@_{5V9ZswMfpS@OGW%+0 z#coyh+r9GMOYo~mcwU)&Dw#!k10jr4k^7p;KRZ%7fw8rbi&W54za}B6esp!RWy8&6 z+huYl@lfMc@7HhJN+&vZ{`TQ1^~_4TA1jyzjB4}xJ<%@}g6`B<3jyc+#RcH)E;Kb} zfY`Zv$cS94Dj+f0iP~csihRH`ZJIwkj?QUT^C6OTW%OpSPdA3#sfP!hcbdugfv|MV z24Jzr-rzI0agnvk?8>Dxl@SV&oVE_Nft1NlAr?bDZQi*oCrm%JyX!?tZr0?_ybeV7 zTxv=|7$IpsHj}r_JB)v=6RoD@V}D zItd7Udn{c2B|uFv0zc}L8qpS;xAhAa`|LIkyvqH%AgDRrG*P`T=kUuo<__M@B?}On zfKY8weP=P}xiYpwzDIJI!FT$D9sn(Gbr}93hY9%rL@6n|odc+sddm-=%Iz>0%P#{5 z*R1futJAQ+tKho)Nnb2-6@*;+q%N;og3EZ@#V*9>3~6OE`l;n{ZszTWf5^{qP%^3VKfXM`Rhq3EpS!pF{lH zXm7*cf*#p{FRS5mft4s@8Fqa)9>x+=Q}K`((cD<7U)KpB<}IvWpbw|+NZo@}?@rgv z;@fi*by7$-83c&u!qvm`A-UODbk7=jJk0Kmt8-{%5p}+xT&n9{T*_<0Oxks2Z`2Ma z#|ckLpWJp5-NR5hAZ~)BZeoOa!3Lr#;I7O?5tCi4`hyCl&$FM^Z2I$Wzs=i$FC5Oj zh3l+l(6^W~&j?Y|+JqN0cIy*`KU3X28&oR|jGc6zcBcgYIwj-#`1W!=W7PJe4z_bd zSK24nbyZQiTraTWd}8b9m5M9?If;#yACxEFejNosv+Oix-IN|+rET6_59cxD7xkUP zjdt))iZYK*%UN5qe0Fr>!=)GS#xe0We7Mb!o+OwVxlw0F zow?SgfS;&*O>~OzE1kPBfWAtrO7R91nRX{-ur}@ZY)qnQ$EbHf>g+vp?WjlU%PR^i zog6Dmefp~#C69C0vMi>pD~Ei+R68e{*S;=Gx1^#ImNupa*;|TMy~LNDduiYm!76)g z0S$&7+sur;#{x25p9{Q43`3> z8Gh+trC7DwmU_d2?nFqHXSrK#`2-$`|QM z`piE5%=%>x^+zg-uM-t1vmgJVmC95;)2=PP>_@38DLg0B6;xokhWIjDOYQ3;F#ZWAzo+HhB$_g;}S^W*z)p@ zgQ8CUzyx;O_YBH;TbL{7apWfOmd6w1cM}3C&If ze|@~@cmo!-sN>oo2Rs!0q2mH8_3-hp4!ZTrN_^$Q{C!VKVV2X9>MN2R@3xZM1os8R zlxqlo@;$BH`3(Cv$Zv0mmXmG7nmHEC-Pn-#I}XEpmbCZI!8VQ^_mYGqpPpp0)93@@ z)rc#rD;VpcL&?H|EN64|E`i@EHAS1m=RqdPWYEw%?h!YH=Z))(PSn$nhWii>jFc@l z6NBZoHNzr6qMcFZz4!U!pi`f9&q;03vKsQy_nXKx-iD7b!5LX>yn~t&4#GV@_cTvO zDap{Tzk^`c5>8!EUX6AFuNW>F*l+uUMCY>iq*H;4A%EE2%NQ{=yJ4_s#mqYSOmUcY z_RxRFaBu?N(-YIR^a-VQ;?T3$GXzeijDAn|;rq`mRA)4@F7)SkbQ^F0Awg znxbBOwkAbGle9OooYtM;w2|*jNhPDW9OqY1z6bU>rE#kz!3j=k8+>7Rg)t;I$2PRv ze1Eb|1HWo0XPy@1F_v#`#pc23smsnZ0)svGzgwiW% z+C|XY8~*hvo9P9iJ6RK8j}d%M$!Vs_5bpP~qrZCCO-4;;5e8;PX!HCBVjyZt0ervLkTI(dEUifEqD3io7b%GS2a{1Q{G7(gz z$_^6LEu5l?^82IOa@V0sNN5NFBgFZJvsDNF`Vd%M>qS`JMn9>Ecbe%R9}RH7 z@3J;w&|_~M4}p!_ax4(z1cqYf;^Ambd26{mvJxhgjgAH2HlpMcRKd1~SKLQj zlZ@y&s1c}pDXyT2*Du3z=>)Jj=H;27zO^r2($hfcNd_E;8r2DLWy4FRJP}-u*|uhu z%32GR%WcAp8$ae?IHoT&D1QfUu*f&ag>x*S#U3)A1~axW8N3i96R|651uxQ?{3ve- zrofjBAtN)1giDfjWMz6G6Kc|8(yUtF5O3Q&1tFKs_KAqbaleJRU*9OOz* z*8OM*@^T|`HNJVH(P2IMYC{7Pde|6M<@tfn^ZS-2q16ac%xv6WTx-D~D_W_M{wvVyIf+;3uV-J;9R>)G&%lwwy6&Gp4U@hox&7!sqj5G&0c@@`iVll@ z>$#DdRxu5sMSycEppB%D6lJq5*hEde?Tb{fxQA{^)0&of$!K21rYEbVg7A*loNsT_ zEoD-QT=aC-nQ^Ev#MvqdObg;!;Uhy8;74C8;VX48&d5y0{nO zDv&~Zvp8bR^jEZa(t+BiFS z6mD!3H+SLJoosTNxS&#~L~D)1f{qrfp(wkfw&ktMAIq~3Y?6#_{W<*y! zw>4p(^SWCcRWE?dx~fMyu;oi}to6|63+F|@N>Z1UgJ%L!oX9+ng#{Ce5;?Nl0Kx|A zqxS;Mwk#T${lzk>L)a?Ugky~K34~T?W;}%YQ(4YFc40j^=7A%NXU_v>=G zaIBI#tX~v325?SM_U9^1N3F_nV$YXoMr|EsYmA>2%V*6P6=79HyXl|S92{*}9ar{p zK%1m${Nj>T6nk?h*-ff)t+ltABPGo1xlG)w42eSpHz%w>S$9LQJXo%R+mbxbu>F}D zCQk$Pg=0BKluSY8t4ru0Pw~xN3F{nNqxWn0EnUumxW&x{cKg2*uX+IjS*0I>^vEKw zzhAi|yby5qO&tYJNmvj{n(2(6?(Qh<+ko)uE`$+|eiu6AEtn2Mm>r1J7!cXFaafS% z*77;a$;fDmfy({eZPf};2W37^dY(BU8sbO_)YQhD^E?A1a^e$I_x8d$0?dT-Vh#?{ z-;k?I zT-?seZob>4a~5OcG0ZWW-IEC>3wtC8i* zQLPu%!9gYSpFJ#ljlxIk%IJbrYT3d}Zf=EAA}FlnZ8mSk3>K zRi=|!HHKLR3Ngr2vzaR z>}J_E*z|h5rNd5CUOU3^VV{Bev^Y;d3&+i9QjzY6oed+f?M;`>{7k7W!NsPDb<*p} zW!!{`GrVRrNYQ*aGMZhd`INyp@m?Q8aIR?>=6Z#Ng+b4o%*s?N!a0-7CHJMo{F}F8 z9_U8=kP?k4ijSl#X%-9nlT-$q;{Cd+RzRsyn)fEIK78$BaZ`SSxrK~iMBbveOo~~Q zr_RALb=atm%$mt%k3P91W`yAKJ%vY4gvN$#zWD@T;ozkgHR;8gy&YTP+$^VFGEytFzwJHtaAr3Ar*-GDKYw@j;fKL2Xj>xRe%$a7YfbUO5uQgySv z52Ou#Mm+S{KtS?{)#C;5m!PmJ^Mp5m-3rPh_Eh6nqBva(xafg(do(sMrF9@I-@XVY zR##ES9a|c>)Uq#BiaCR_;_E{dtXfneXyje)2pK$*x!5YXbsYlmm0GGj~X(Au!24}0qyuiIgY3KG(txy}terJhTR&@I=ixi4t#;?r5zoPTB zvp-&aLU4HAa6Gb5;lsxNIoo|Wt6GQ(Yb*evst5SGIKpE8TFn+Bk5s*KPe_k!I=i&> zFA4GL^ogHk`1EnG9B4d(+k(Z?x_;IvI-x-Ufc+^?Z}`|jPj0Pp#RJu2^R`wMCa0L4 zzW%tDfsxD2*v7>BO zb?~(jzz%KvVay|ujIP!gsgl8#j?-zP*A0pr=iXzb^;)I@@(TFPPrk=~Y#e_y8P(F) zX1_9zJx7s0%cc&s$c!H$dAuksvf!RZs$#2_HIp#=uDoNc8{9t=7UU!OF4+BE(r9UF z#NA7Zq8%&-%xNwh?)D0}$$MUh9cr?b+dcS?;LGdXOJMvqs+QBod4RMbk|D=X)9E_zTt-inY+i>DUh~Db-Z&~ z86NDEa1`}yQVOk=n<3Rc!PGD$psuQHmFXVV$7}9*n!^UZqG$aJzMRQocj2GlsW~$r zlPhXmW`|hf71^W6W*=7dd{G#%^j;jBC-&Vey3OU>!zY|nXhC-B)s0Rb8sQR6{|R!X z%oQ8*#SB0gYCH_Z^FW|jM%SV}EVnx>^yZ#XqogUtUpzmP{DkfkgrJ;r&R7R1BP~e2%P%3l7>q#ezovlXxLE0m9>eYkOjF*YpbSks8 z-hYE7YmTtHrO61cTF(W;AO*|LY1%QWMJ{`>gx8UMmn2)fN$+KhGhJ~kJi6?M1`^4hmykMAl^Dt7Ip6A(~- z4gmG+Ql|7rnQd~}3`8ChjOoi~2Pcs?QJNeMS*xPH$BERhs8m{rzes@ud*$;v5}wYk za-bu#WO#gTJ)sBVWG4rTc!boij@HrDzh1e1>IC-LD?5P>1%Vgf!W1uxN-4O~& zTV8Uc$NMgv7x*^(qUj+lM_x7#NOQDrun~S>L%u7B1SlB!+30k$hgnogHO5_V3~7-N zMa9qRnz|)UBMUm`=j9a{_$#*1uRtL-c;4rkqDtn=8zh#>DtzanFBjx93fvq`Bt7Ok`&D)q z#|lR0-+-gM!l-9K4^%}A#i?eU9Y6fT5oLssKA+`tUkz?`P`hdG9 z`eOyj^K;QpHP}z8IQSTD9HV+9u(Del*|g^3@1DR&e|KHG6##;6myx6Qw6yDnpWT-&P%M<4O+~Ek68fVs65?j-Fe{1ixi>C23E|?ozs(- ztb>g&ZjucHQN66UYVx?~7tox5tSg;#Bts!5TGJ;3#%Niq$#DUqfhGKf;>167ir5X- z*m6P+g?`2#j~Y{rJR&*PnbSkY^P&bu6ioV@rkR~RDj3z)Il}@oDNj7w7Y&fL0^uV_ zY^86F_u2b+w}!PUYb-y7H z(zOKD6dZt95q!mT(XUjf=8v>cy$Y@aKmJ>CBxDZ601LP}0^25Y;jqU;0!rOG|w zDz~o-ak5ewa{rl1!Yh1V=;&^0Y?3|sAx&%TvyEhiBG#0x*4hO>xO(RK(b z6uQ)8-vAum$*Hv>LQl>E62obu7%BzGRh+5tw0u+Xg zy{#hfMfx^matfmtArA!9xV{xH0u(JWt%P@N;axB0$vwCoeU-Gxn8m8~&qIPI_7yj` z9gdKt50W>0cveTBYRUp-2P*r`knzOC;Ge1~@#DGOkGJuqDKj;xIx93@4!cr-PnZHw ztZS1LL3S`6qWCDbD^KwDtZ`hh`kofpd~qmwvCB2xAD`7k`@M}+|FC&Iti^F7^mtT+ z>)%=c`3C`exj<9eCSNiZ?%2FWtvSItiOGt&95$tw;m3?4D*c^_0L7)#CIXqk*a9!^ zU1=I)fAH54OAA8Lzn)u&L7l#-W)ZL@H(}tFSc(?+43UqSxSq3ag7g`9whKVst0@?4 zt1ns+e45=oUuXw zhAd%%faywNU!ViRwdQnVGk4ALOJAI0^_i8PJJeGsjc=)42yd?~@qRke1 zjid6|=Q=#nOKwotcAJrzL0IrftPI6FfJJ5#3R7$9II4y;Uo7U+($}$xB!HR%=;j-c zU^g2(p}Phj-Q7m1mS-&Z->#8Dq_C&5plUoV4%G>9Z+Ns>owcd{T95t-(}NoPH&mlF zXUK)L=CWbKkXR4|os(OjQ~(r94^G@tZdzGZhsW)2TrFVNPzgF_dsjuzMf6o*wEzj4 z(z;6Hl?V7STVyLC)S_Hx{B4S@NvO9Mz!8ttmeK%Z2=P5B<5>)gfNlhu+~zyr{izE@ zN%SO77+a0!4EfBVWz^c)-`W?GaIv7@IBgs_5} zH!o4`yzipsj9ZKQBg|Y3%DUw?5vK#fqs2pDb}LL%_bjuXt3%-GNlub`bphW0iX6~c*hwApRJ#%lCmED%~7R|eIOdOH<#vvcQG}HpmPVfQJMX&68PI4>3{cb>X-0ZqR z-_WxLdWu8K{;*b$jtXorr)7?AFFtOnj>3vDfNgW z87r$1g_md%*#h@7FTeshf;^TkZGx4%DmfLX=%1S*Qucfx&a)wrFb(UIdwLKG2~J(A z-BQ+i(mu*mLpaM*OcAJun1bbMU8&ZN$7s|!hj@xLi`|Nu(BtcL=B2j9*@>SIloN8) zbu7((Ea3h_Aom_ZEMFN}VCo|tNaeX30D@5O>sjCf^ZxOH@H;?Uub0f;Wn zc_0~>#F$IP?Hwax(o$M#fxWYD6nX5(&%vDJ5=XQAQq$3_xT0!`7Q#r0*6}4Usbkm5 zPrd^%vI&d@vi4;x8=YNs@dDG9aob)@_Wruf0-}zbA@~ABYC$oxQRz;_aU#dXdXOxX zfgfwfjRh2j^dn_j!}1e^Je&Yn_VF6c_!wA`4#7}Rk^eFZR1g%RlZE$Wsh-OagIzuo zX2j#|o3mSZF!eG`ey%cepAWHT(zbg9ieatQS)dauT9mslB$yt~=X58DT@k?9!;lm> z%2uuJo~2Js;IAi|yJJd@NL)M`C==TMj+lShns;rp*whF`|0q$T zmul2mouB3jujm|(jMu!4aJXhrtY6 z33||A9NQc7VD8*L`!>lOq-1mDT~d-P*J8eA5YCExI6ZY(->aPQaGDka?mOqEMqMWB z_f)0{WSdD9Y8~0kt6X4d%Xca$QxJ#+xUatFj2}0*bL}V3S8sOoYilw zN`Y-Wj|SAbbX_oG8_#sg*k9+EtK|zCUIH1VAkeD_G1Fy1Rkiy`t?1#^ohM!}awPXw zf+@x1XE>6H#ofk{^Pbmy1?Uw}R0zdelv%GG5aw-}o94?z;kiIyDYL=HpAOz$`9-T} z<2D0-eaBz6K$R0hhDOhwNO!^hw-o!M`LL(+^SR@kD3XR#^SuDD`{*lUm&~QlV?q{Y zeLHgPGl1RwfDD7d;B-XW)~PPhr^?){aZ4R=hU~sn(1Zlq6Kdlz?gK}-JL_^~jcptO zO=Jw8Uo?I|1==H(90f!y%`!gK0C22LWG_1*uGJsoG(m-*e>*h)iPS*L4M>zPX_|D4 z21Jo~(;xrw|MW_&0|!#wUDVWL<(hqw1$3n->tct|1k4N22EGeWWVgz>RkjtAA-m&R z>&#g4J!zf8T-^Y4EoH8tpGCdc*Oy$4~T|HF=v~|e;SvVts*9ZC){ly8Y&@MwAB3qT4saGeht&VCneyU zt8Si@v7UGI!*Cq_?dCRJGn8Ik-oAWMK!IF%*`6P;Qc!o&bdm_2VHcV!|Uz9#* zg!-D(FzH=la|{O*=ZskdE!TJWmUmeYlbsD+9+R);S8#JmF&3~xL8IC8wA}$MALU$4 z${cds`iS<(ANM4Jnb2)esp`ua>KhkyzqW_30+_M&jWwvN+1vLEnhIUC`Pj#f`tA9z zU^3%aoKJeZPI8=oDYeCP0pu|VBrK(*h)zy&?s15C{knbqmTC^vvI0V8j@BL9W}tNt z21@2cn$D?bMz}FlG2Brd08<&P}q-R|`r^Xm#Fo0lF2*E7X980yAnP znCwQ%W54$HX_?rb*ruv8D6r!8h=Y_KN!yt9K>Z1iNXp~d#ta5ZjGCL`L35UbFokb% z=3ML0;~fB(Mg~!HZ14DjO3HV_j^XjVd}kX_4wT*xaAEfSI^c3zV_)|!%v$gVg8sqi zS}opS{E}WH1id!rJ_nMVccEPXHt@F0jn(e<>w(ywkK!7NrxAfh*%ntO){mgIf%s{C zdH%n$kyq-fP+6M5_R*(DC$B$v?0c49pvjvS-^Vcp>S^>kUs;j|i zn0Y_aoRG;?k`0a1lh+_B1q4OapHL&(qn3RrKR;+mf4V}0Yg;+I5q1$^zV>S9 zn4}B-8XXV9^GIC$l=(K;JnFQV);}7NMtEqOcb_1N>MTK^|K(xELwXZx4`cJ#=(KPgxr@tB=hX@bP5~&lqLpYph79YII_>B0;+W zrV&>X^+ovkH-b33F$GMjx#=(ydy`Dq79)zw|2m(o!M8aC>9&0iIQ>UI7BZ+cx()>*LTj&v;)H>Hn;(32d=;Spq zpJ*JmZ$?HHBDm-u+0*0>H8I}^15GgOMmPQ=H-ff-DdUNgeweMl{N7gK)kjWNZb1Z$&vu3#iZ3=bC`<$Wyl|LeG*3#5nc0p}&{kfWVO`OjbmA?f>* zQ@Ru&Bi0(&*!X@n9qd5}%If=TwI}x)l7_k=1atKR6@UlZ1-x7cQQ;WSvnovDi$7LZ zkd51&NGPJi{@*XO1qvYm1f-?3a_oJxiU3g`g6(b)xjicBs`EBv?%+{dXW{~;=e9$J$MlDH2>uP|}H z4~3*F%YMn80GFG|Jbb1pW>@3~F(!~^!Rq_T82|4-(##@I<5_8%$hw41Q4=$0o~p#T zlOkSWpgs-A34l2W9J9zPbuxhs41|E0`Oi=0eRj|^q52rAVuRvynyh2~QSJKASlNC^ zB$l`PXM67|rVYbtA^f8;miRxfCnAcJ0Y`-q*~$R8QF9Ga)0iPMY$F2a>+XG-2z`_{M`C_v>4&J2YCmK3P_fGO)cw7ql5 z2Hx4?{(nEcG&8hwq{&Z2+g0^p zi*o`BQ!yqFlxIi_1NdhdV&~p~nKnd8i}C!PFWg zT98cK2|~=QD1YMg*u5t~&C>rL2sQL&$?*{Qmi*=o(1ftN6x-9A3RUvfeMtt-Uy=aX z4+!LtOwWN$UP|E~)dKi+m@G0!>_ZZ{z>m z)-V&YnscDL#S_q#9d3kwxuV4L?sfl2Cx-=q$!Lyz|6h~2M|ra00*M`K2!$aC_=hHD z(+#LYem0%34TuZ=uy5*y+dvjT`CrYC;Qp%DAW3_2Cxqn0C@!?Rxw*kXpO=D{1DVJw zxOj)Z&;#mU)Nqp09Fp1m(Zpg6=mk)(E~)+Z)2qru%!%rgfA*ZLOjDdrCg zP&dYSqKO;QOnKjab;4l`W*OZRstjOmapSy09B$AhB&@X457a?yrsiXBVVBfm}$3h2K!xGpl2&pf#B0 zvB9^IZch0Wp!Xd3NtANs_;_s!{t>fm#JZ2YDu~Z%p}+9dAjEUVD&R0V|5`rM-BK>r z^`;$l%DvlF3=O|NFqx+{Dqd*ply1IeA4PaP$I|^hZdz7bQIL$L__a{@U}SWHs|S^J zZS-#%~k6x>wH;E5Umt(6HJ?U#VR$f8WGK zpL|DntA~@6KeN}1Ft`VPZ*0~7a68GTgZ%HXV$BwriC(nN8zI)W-s#k>bwnQTt#QIj ze<{={{3hk?QSskx$)opKk0DH;ANVwnjg5V3nE^*h{_9i!W)0XE*S+;BRG$q!<5fHJk+cbGYxvGckHmIn&gI+{);jOm;ZQ=~ z;pn42EuGT+g7@?`mceQ+UrGxYp*92cTXa@rXj7uSwQ3H|WH zIwQU0$mm^MkHl`$(GpB*tGs-BI6h&jdVd4GIW@8244p~+&*znv5vT}~je4qATGMro zrXxuV<>>ThlHizvBp)lY5$5E}|I7z;U1hjAOd#-N3;5f&w+-Xsc?{D&@`+kO*Xi3-Y#=zKESKU!+k6)b; z;#IBh7O<}gNM!e~&p-c8F6(1^J_vOG{?w1Mff-DkD*B&aQ>lVQIpbXU-@gW#)NG>H zP^gkrf_>%R`TO^m{r~^}|7YO;>kQa`;ov@%J9nqu5B9lEto<_gf9QV!PsWDTR! zK>W3H003zkfaA7Z9le*2;dk4)5NB_F#4tr54$BLey!z5k2@Pt8BkJbrBsPlc^~?L_ zr0aWU2X$u$61K7pL^i0;+{*sxXK6;k+v2M*L2(Oq#b?^`b?N=c0-_xXShLaju>Hpd zdj|f53_;!3uP2nZ4w$5p=1S%ADH4xm!g*M5SDmje@haDdw7->GS8?fyUz~onh10vX zM=W>5#9~k6AuP9*F48KM_?+UU$()l^%pBMI3Qxa1k;Jd4ADLzYq2247a^V4&dg@~4 z2ITw&+B5iTKOZKH%{tb`&#_5ezNJaG)hKuLJRHw%HYh8(wGrXV*1q{_{KdeSwdYF; zC;EHh$4|oHh&gk)#BGgNp9&FkVv98JssQ)l^<3Kh*q{nGiFV3x-}~()e80~KH4k$t zcMe!4jWEo9p~M&v@VttY4w-kC*gtdiQy$B7@R)I%;On`Ap@AT=?71TimANdmJ;Zz2ou&dIm0I zo}Qw3?9AOOJr?fpM4>Nun$MY^gtGR<&&z*<8(b~x;U0hCBhj4Aa?r@Vl}*s~B^e%5 zmgOAXSgKK^ZX+)xeh#CtxaDU&aDF?#vD0Md^iqreL5%s(QyK%o4@OPg+xJXI%cx)2 z(OQYac*lfxUjY573ik$amsyjXWSaC3%b6RQ0C{jCobM~Pzj z^4d(a*%%P`daDWJJ1tk3jqTGMX97Jh%-Sc>X5iu%&D06KL%#0K3cUpc&^0n>nLBQ~ z35%DxOO%_M*Ad<4ekBh1m4mKThD29qU@YR)nB92X_BV`9 z)1@)`xlqU*6CLT4>7+&W|)_Fh;8glHVA`ga@^pHiW?%gN?VcqeIWa+?)` zKhtv#P?GEvV4TbCZZA|!xW4WoLfTCQBdVy*NbG2wZn4dT6UEZ}d6DC3!|#JZNV?u^ z;H5?zDLvp@y2zP>Ijum}X$s>)>CYe+u{Ck)ELS+dy;0>nbdL=qy~EdaJkNZf&KS2% zqJ4rV)tzLxyoyw-9&Bc?(9V9pi+qM2K`!pwh?BP1B!FAm60a`4@mK0s`nKEKGF4Wr z`-7r4-;LXN#rEN4f_{DGRa|I&>1z|z)M)#~7Sp~bOTFc`#KQyp5&X*Ad9s5Ud_S)2 z_bBPKy+7!*u1dUbZ^@wBF_P6rCQ`0eM!|@k=C{6Cd8gCA=^_&@BJIF$LS7eZ=N|n`_kPgM z8sTe}ys`1Amf_ZW6FHaCtxDl=@x(cv2yw*RYRU1DpPc`l_L`DW&DmKwf2Q`}+SAD? zr|{1#Lk?Jh4{5*rey`EMYI7s8!EQQYuFCVAot;$s(gH zpDwxD70bj|LC&W(dQPF_c&~%0K;8u|8@Hy6DWTWjgdMiL;p3M}jBalGi5q+?XN;2W zv|R!3f%NkIQ89$98N}A16}Nuttr1+prIH9(r=Pg*)jBM=v5s4NVS2T=>Lj9&e(i9T zUC$#M%WGZ&?LA#HL)-6rU{2w1joXd>b`;x=I5z23W7LNvo4%u}RkF!oGym7pp^=o$)X&sRv*<1(PD?8+U1?NJZ zWwFC}7HJ)WCEcwrF8O!ojD(i>S}v*T*i}zh#~$eYFkMTlHLKlo?iSbiw-#V}N||tt zZN&GS^bc)WPLXyO4omwq|K{*BCg*Y^G2|1beq|0USq95^3kp;jb?20_`KjA4wx{zy zNd(VH4h$A}i@nn_%2;-MFKoKGH^2bSFw~yAOIhIaW!;@<%z(FcaKQ(ah5pnmAIhs7 z+!QM0&Y9gssbaNJT81ezxQzyWt2%0|$YJ~!PJwU1m4XKm$cK*TxhPtqn1SE7-rBlw+JN-{>SgRUAJ?)Sy zqU3jsW7;)OUdTLcH&EeNHS1_cv2RB<`t#Fp-VGyERucJ@M;Oz^VlsAH)^i&;_E#eE z&9X{!4@);+&aA#FEkqo27pZd(Je^2qsS`D15OU0LY#6Uiy1wJ?l$8IHWLPgLZ?Zw@xhJKv3LdtIp=1t^Y%0x5|Q$J-d&^L z1L=4rQOh1b68mv+(S-(L%i5!E61u=bNzf*PK=^^ z?2y=yolA}+B|_JAkzAIj*MUw8CbjN%>vGg`iRjwB^tC2ww%j;Nk9CJ^&ny-bd$R@u zrFdioNk}V0jzRg*q81h7q|K7JAP#X_@da9R7k%X$&(WyLC4HTU$GQDzEsgrYk#z;Z zB%@7I`$U^q45A=VFhj4VF3ak3wulKhB_JOaovV$a>hGn>^HHll`?xG&U3)8Q*|Ws< z`b*Zd*RRv5qtb>X6-NV{7bQz01i1^oKKMS97TeR?^zL^o?L|fHw^l=n9~^8S>0~8k z75G|b{7GCeVgzxiw#Kzw-X62g5Uebjw|v>orMRv1iiehwDIfm5`1jzMG<8FJ{&X7I z!#8fu$VZ28p z9N|K*JK?3q7GUq~__)jQ8->QZy{|JJM;|2>vUqCS%^bzfO2g&-WRZ?>*R2N>DlNa_gP1>}Mm`+PK z$UYATAz7u1fy4nBVN0>2&tx1KR5CFt_x)&ydV%#jh$|U5T~bRK}ibjy1lMfy{glEbZQvG}EO!vwCbVII?w~x493fJd|d;E3q>~#3dYJ zcWd%pR}fo94Emwq*O@eK9dE^MVhir`Pcw?Lg^eNA%ysF^*W7#$`0)heCyimE_F-vU{Z>wj$Cb zX-+I+QVj1)GBppv@1b$HH57hTtQP~^_M#d#L(5#JLn%KWlhjiE3dehkZcv7c|JrJN z;>plH@g)4XuH@yRFqI@ak7;9%?6tDE=7S>?R|57RKHi#j(T~YtLVhbtq!mr&cc1sH zQ*K+Tf%|pY8edOTeDl>pR1- zZPnDizZCt_9sg=;^a!F)8{Jg8 zQ@1i&dd@5^0g)_4T!LTw9uVE93E!8k+nhQ``|NXYMMH|`*7ttfk`aoE9-U8NY2>yZ z2G!SyB@(H1Yd?u>)YeSW3pt3Wuz{EFXkXJ?c{7&DpW0%SM|NNc z_qcK6JLzZQ$jA^0;EnEEx0b%A_1rH|S*_Pm)-YZmEj(2_Lps?vyhhR?9PTUBrP*n$ zv=zn#7sSt2&hnR7U0jraeKt`+aXg7~H}NhlxDZ|Gk-V|0XL2=Ud{?jbIPgZz;&Il? zLuV6?km1WB^k*kkTrBtYedLV!e5$!Ic~(+98Mypwl6d3r08n(5BoSX}Dd?IRBryuo zqI6!d?eLSxsp#un6&J)`ajM$6U5oEu+_&cP|G;|q&eU}}3{@aBF`v&Y=kjeGYnfJ2}yT@=;(y78XChRoFT8In74N~BTKUDq;a^dJi*kN8# z3HOVq{yA}S(kR#M^raHS%JiES-V?o8vS)o^vC$t%isGE zwZ^&}JS<-Rd!E@D*gpuax+C}SW54cAY?q`IuOS$0B~q;Dx9#tJcEWF->Nyw@)1uhv zPHNaev#anoJF#s_1|J3tw~Tg2tN(D%x$~A%?O=392l~JFsr5xSNcP!?6vpMfissNB zF{WJAc`pw=M*ax&a41*YKxs6jk8>ay;e1_t5?7yJ*$J+7k4^CmRQeMewCL;iHow&| zyzbuNrhPwv33H#X9pM``%UJCWZGKm*xc_>TrSYc}>>(uA=7_H#uRM=MJnhB+*pnNp z=c4{}(De{J*ClUYt-?w6y z7CA}&#eI}_o0vS=VF7R&{hyUp@Ria|wfuju*p-IOxbc^T6lEM+U!)96dJNfJfKi;Y zw-=8u?=>AEm>S{23ldLO<*T?U;;M@Gl^3Xl}v6SqSbuF;&DhK!S zx@ADG>PNnT zYhaW+dOTc`9o_X3{@auCQ~zp=2~8n+#L%nl2dY7o*z~cycM50Xw6)GuX;c028wTTS z^QrBh5n0Te+53U4qvqwMb7H5d3;V6YGL{Hit17s4-jcPw5kN(PQ`n1gd<}ZhOFcs`*qeYoAGdsqLvK=1D@#RTrB2!33Y#jIA

        &e!k(y0+k~ka8BG&wbj3-RZP`p#*Dw zJkoP|_K|UUjfL1&o6aS>tgpnhpMMFgb$J~V*P7i5$$Qi(!hMJ@I|%>K8(K^6XUS_Z z&>-Pm*ih%d(6W{;&Mji|$D4+t+pSCGyuMb4(Fey1u*O$M=0np|e#8BS!3pH!Z|W-& zEc_OqIFUy=r9S5Ub}}w@X1P3YqZP%GuTA+IebAU5|&y|Gv#rNDO5f#K=Na<6E1+!MPG6x@EY#R_mRIgdgTgKKl_SkLDt2MJ+e_Q1UBo5`MtJmxoeSgg%XVB;@KQFFJ zF{V>pamf=cbAjq`WhDbmkfVQ&B|m88eI;6OozOILK5dQ7>ii&=^#HbrelkPl$ zjjKh(X!9shXh%}Pxh$|2t9}<8nBff$?x0iSOQ=|@%1JwZpW~l< z&Gb)9#9gz}Rh{wN$BuOj=xCjLgYz}U9iMC|&Z$?QUCp{LY)gBPM`Hfa&-Ch!S~W7k z<&d+V3pwKtBjmAPW|&PgZHc*}a1+%@Tgi_i&h^(`^_-r!4Y8d}wM8;ua;j71wY20UAu1x=y`oRXutsp`&_r6zx0u!jFQ7i{DhAnib(i zvwyo@KW4V@&O5 z6ympA*3dPD&qof#F1I=f`PN!TRCBi{vEt;zDG8IeEBn6}vJ!7enk?s>HlAr_l8T%I zP|*EFFDw(TEv@?3K*{m(G82|73@*X{8Lz9obH-Us1m(N6ho#gpWI?N?& zRW8x?w=aDR?C>o>eM{?~jCKp-o9eh0{WP&GUXR0bA`6@)+ErL91>f}GqeLpleC9NH zFZjfuTX%+c#Lf$UeeascLj$i@xhRU|h(QzYEWBQz+DIaxpI++0_pWXB9}$k%)g^Jg zR12Yn>+338)?77v0pW)^dImXpa^)uAu$VIZ3|y=o&)uw;tXH6yEU^bK8=dxIYR~CE z6n~e;)YB>A&)A;of4;CtQuVu#*?nqy^J z%L($fA{HIXO8Azo7P1G*ToxR zz{uuRgC$##3RvWiQDUUI*fu_jVoE9V)4pIAue))_t7+nw#zfPD>tksT1ROR6kW+Q& z;rL6Y{{DjRaGE1gzQ<`(T6-GPI7d!YaXm{;LXPWXUyc9d%Ubmy%YpL+rmTC6TyT?4P2v?+M&z}c*TA|J6GQK5)(G;|ld@%?^<+01R#;)Lzb_;lin zpY^*dU+w-(N|#9Vk=ibol|z$WZvke7$H#2l5ZT4CLVutzF)5M||hWDCdYD7d*Yke)hFu>cWkMTL@-XKvBRQa=S9`tB2gO`Fkf*w}AH*eXhst+6yWTy6(x+o20oq*R)pf z)3^2Fay2U~+@9Y0AUD2@(5^mJ4dO3~m6~3M((VG<)Ce z@)JeEebbv&+=lE4u*m&y01D#>$o4a&eux53%=F~POBza-RLj?o+#=8$|V=ZSN zvUMvO>~o6gITA-&(&POldt=5oQK`8?0oJk2LD9D6V=2uFN}U7Qp8{E?9>FLu1>-iq z;v+hI{Kk$7)DNeemi14~+Nk8O(kQ)GsMi;x-cJn-EHwv#*rIZZEI0pbBb)JfAaLt^ z!MTsz!{}+}eN!fm(puFh=wDS(H22QCZVyi;6qk-(Y;K-$00sjws?;X@s*Zq$M z5K&PPq)8D(Dbi7-NLLU+nt*f&ibxFzNGAkDktQHjY7nHCfIvVxNRkcVB(~x%bZR&Yih4-^@6}ljr1|v-e)>vp(yy);m$7*;jZ@ zah`rb^NPdPfD`4SY_0?Y-`eeQ+~nzW?p=L(ZJMa zo7vk5=BK|sHllSL!j}WD7`%u=62%}JHJ{kIb?xK?u~EGOfm@YvEr(b;e2>OpSI^mo zqmN(Y7W-Re45V81bs9$Xp+32C>UHE(zxCADy1d2j?6A_OMD*!>@K!fD6^JTZ9q2eC zH>h`QpS5jL&|JODv_{wVr_h(Cwl8G-7JO#kUyoQ$v*iaQyRR8J1*@ldoMp85R+=^F z8#{ElLPuYs&X$6$IQ3r!hP!I3=YM;dEYOPkS1kQR;x0k}Q{89%R6X6|Yeeo*Sl#N`){fI-`m9#yaj?kBwaa&ou zphhS#$NXsinCPin4&Q>Q1r|zH9FTW^)SF(Fl1cG)^dGS+ZLj4LBl%V_Z1Rh?mvZDV>Zhcv1nBTW#HUG`y zUk}yQK#wTO`;5~4!ShxWJfos82D7;J4I47#rz}T1)Th<*6z3D)%Oe*UOcv-5G)f%nq^s$_0H8g$oxMS7C5^9vvFL@U$;n z@Gv7w0BOPZ>sfl%L|$g^^Yb*rI^7(MnIF;7zVphtKh1i`r+%FqF_K2)7UMr}yN(Mw zqdJuRpYr_@dv_hjawjyH^{~p{RkRG_X~#4j>bCp7++%s0Emth`<3+1QKUc>fJ~Pt5 z&oP=Td#|P~&$ak(F?nqbIP@-39G1s#KQBg8q85K?s2AB5dYl#O)cgK6!E~?NF>{g| z!4zuVcxk>}MHv?`$C;)Q{pxn0URAw*cd07e7KVAP%L}o#9g#7Y$TF{Qvzcq&S?V+B*A9X_O+3W@-&g+Guofl8HbI#^3F9)_ z?zWW`MGanSK4U(rn(`Fp2paVJw?_3(%{^B3>>O+8rF!Ma?HW2>Ci9_AcXMi&9R-X; z?GE85tfiU|;=*)9qv?F7qdH2uq-oW6m`!eYRE9OhO55p#Gzrt#v^4|6 z9kKDTAlSKbNTw=fH?i5UQ&V>zI%o8`Re#tyj$knI6^iKfWYbhspzaIHe&Ga5WrH0g zGvx0fK5y1wIdQo+gbowUwa`&Mwmn%A1if)@j${+{=89dxdZt`!2G|vlxIE zsHsj|@PyvJZ$8IPv+U>!je@%59`_U`Q$3UsuNJJ2T$mnXTYbmiQ)m@cbL$*GV>UOD z;~%(D)MF@^f}9$>ymMY2jRD;)o37XM>uHfbe<51uY)3oX(FmWjcpBVT#W#D-woGek4-CSrlmVcSc;e8 zzXT{ICLQRioC_E6F4__&C8#qw2U0a1lI(qjgj5TK6m1!Md#&TMtu<}O|_md^9}c? zD#?kql8y^xySL)~F6bJ8!f|}gc&H?5|K!6Bwt^#Zs+P3#^Sa}OpD|CkAMuU&HtL^( zY`UxRvB5_gCNdjr-J&KRPF-Zj+aTIF{bY|kXAkU{CE66CdiA6?Tx}fUx&5BZLm8wV z#=5Z;j|+f0o@qe+K%@6T8Hz+q^|BNfL1FfQsCoogCpG zw_QmzYDO|kKae9-RJCy$jE1UAr|c*!CDHXFY9FIr3va?Y~!IJ#<)XoB}9nus{6rQ8eF7+YJCIe38mJ$qB-usAHO7Vs%m@HC46e|+4?@! zxi%EuHmzKGL5Hr_+jI>=TDBnos&qK5b?HqUnxv-fA8gTqRzCl5Ax%gVl$)$W7X@1m z7JX#ozu^qy`LoVo#=qkP!%e$#JuO;XY$@s4kS=SsQsJX8=;OOR8>M4!50#HF0VB#I+CJ% zM%Jc%ZS21$EZ|*aPqG9y3Osr?^y`ML&b2{jwAc5(H#td}-77r?L$)%q-H36kND;Tn zTXkEvql7gL;BjA&S6&r~3YBj7JhL0_;eYR6$4BpYs@-r_1T!mRn(qPirmUHM{0+I4 z^UZGf#nzl&i))}rBCYQTHz?$NemQLly`Yuwhy@sGKod?Au2d|tPcd*+8gtEEDz;i- z(e}_=Y;QU#p6x1bS>Dc#cWywTb7Qvh<*^b&{CHlwi^gF0x!DFU>st>52F2_wDEzdI z4-!$V4;&Ns4{KCKK4Zit&6Fywa(lxy-1y-9ot>yGU)#P) z&z*P;};qM{80&Un7YF{)Q@P}R~3jgG>{LFZn zFvgY}s<0XzhjO>kI@6jbx|Okf)+sam{#!_cWoBaw`tErl=kS3U#AQ))m-Cq(xjzy{ zT-S$(Pf13e>>9HRKL^Xgb|*SV!?=qw%LdIReUl-C7qoW|?JtxTQ3j(eNCoU)+k|30 zyL|%1@Uf~EX>E1B*19%oh24@enfLrGoinweM;hM%Ar>-g%q_8unztVf(D)lKE)hpz@DJ9NFNtQ95* z)20lUW4YE6cd1rC#V{1o=-ZzAIbqv2L`%YQaQNx*o&2SW61;ZzJ^9Y&Qf(jmDxta` z+&MFp`wnTG7cxLhHyjX+RA>@pFx8-hCg#Ui&Fo=rVg6s0WyJz3#pR>g9>aE5#YT_S!y*_*I|zQuc@nRQuNp-Lpf_hwoi z8RsTRqg91Bsyvo+-fqkm&&oZUDA75;>L`bC?C@lq@Fm5x#IW=q%dbvTXpYE(M5Qr`Y-L%D*l$PBH_BX z72JpR&ATPnnkZK@VwelZFBaYmG!aGGalE5#OJh}z#rj-s3Gk*YdmR7Xa`4A{2Ein6 zSf<0(w;#zdd4{8}hTQZp$-STURKQi7ZcdfL!!u%A<>_q6CKW)=I8mDB^Rdd5LXY)~ zO_fLPZrjTQjo`#UZymm?YP?cX=&7q=CYXij0M3oV@eb5Fr+F-+>koNZbV`*!9pdEa z&iP!A+$;>*zS>#}gW09*(l@%G{!~Nq`0Indy2Os`c$W{BE}v~eB~@|}p1mXI`E&F4 zb-D$)+6;>}Y!j<|D_No91@CRfH+J$mRyCM{1j>~l^c4R4_SwE7zo+Qd_v~^VlZvYR zY}L=(RSTI((T(fhMlIh6?R7D^@#2D0qZO!8n3WWuwg}qQJEQt-9}O==$P(^F3EkPe zi|wJA8sYj{wP05xH2<;KNi&LB#aFsxC-&qwnaZ>zzQTP+KI(+K<0N@uBzn?lt`>6x zr#maHvfUhoqPo95w96164gteiUk^O z-HrM$ifUs>LbW$DoBRGJ2s?$`iCsaM()&QQE}mhzDsP1MQphx)La^s-cZ>N?AmZguy;T+>yY+|J6jcr2l%=hy*MU6@*06(BJKH-Nbya@ zDEHp+hR{*wH>EdHlOym`54Sb7M-a8KJ2>5P?4eT97J<(< z3)$m2gHVSa$>n!N(+3-lL<23E(g@(DG zDVMgMl)Z#;m14E3%ga)p8Hk5Y8fV9^PY?_lY=;>BT@{32fT2psp>}iJ@&w%^0;Rjztvl4E#_08_wT zXyajmTMY8YdeAG+wU^>Mcr16Rhg(dG^TT<3U!BqhF7zt}1AJHt_xmV-K)$gfwjGzU zJHjCJLcyKOu%LH!bASNHnaOp{!L0`U%`O8Gy)wo*Ybtem zBvH^zRS)S?I-_OPmU34%JZ^1a2_GT3o6vkQ_b1ILzwrf8YX*TL+ER14T4`#uF4o(l zeq5oi=96ZYe$A=Ln+^iT4L_PK#-6Rzg3UPNgRZheu4<)`MD)EG_hcfDvLy+27)kXy)KHy6PHN$X@B8VO<16Ay4odI9IobsG}|;vQx+crMcj zoJ<1k4VsHlePXLF+sSjB1_=0qj;VmP6Yqn@@kF;|?B=XhNY1xps9cdd9E>RBjRZHpWL;FSiAp%b&O7cPHwFvD^UVxcbo}IX` zNsWU|I$~VK?uNy$`m`;|3+FPQxT%byd^c2 zy%I`D>6%9Ev)cy(F}UMKw~)3ME#=LoNX(19y5d2@wT}gj#QU6Yk5Bv<@iJy>j{y1* z_iQFoGLfE1A@K&@`X;1C7uU<{1Y9qh)yFMR3gH}uZhRdYv`VIBYKE$8&xI_G{(IlY zCn=VH_GzSQY$x16)GSDHt4zl%G*%~Dr2-rm>QIiBo@lTNbS+6)VB`LZ+OG5B=wOKU z@t~i8jF-hO43)C1HQvB-f6bnoFr(rc9M+IH_QVkKVy6uQ&9cO!O<*D{nho3 zc|P@bIl{hr_c|mmT&5l}?>Bt3JCBbcP$&CmZhh^W?i${s&u?(bB zA20GC#}iv-psJ>9V@l_bXPl?yPTPlTBMtR&9bX9e4x9&Q^FC(pV7r(@IQQe1CboMW zKly9A{=>pfDgH>)MYe4P=MN88!q0)Oa*rPT+%GfXqMBuHXW7LPbjsdFln?(rtNTRH z(Y^jf0>8N^th#P}Oq*pnsYFQ+h{3Idw$kn!gt>^HaCgaLlPFXhL`3w1iRy}basU6C z0fXzn)gacx77;RT!$0h52^dFg1=FQ`NQr6zsTjLnu#R8yIr$^fW}z+0OBIl2KKU9N zl!3mG%YSw&f&u%9fq3%gz>NUC{`0@Bi8~+v_@vQ=fKBlK`S|Jm_X$dV5jQR7d#shT z^_U&bOds!8K%FfA^9!jzHo}5$3yGT`|M-+W>-_72=0R8CyZwVV*y_Np(l+AR z^!v}(%p0wki3+xpR`I$mM>gMsSq3rOy?-_mgE0G_!vx2c?r{+}1`GeWTn(o7CfB0D z5?g=#bDh(g9?;$*Zlw+U>m2lD=(lRXD$}0+X_|g?la+A%{=7=6&!W@}?r2mF?AiM7 z6P_h*SdKoLlbYTN*9_acZI5I6bB)Zkinwum^|+*ZNic$UP{th!u#4b7cMpLOs(szu z_Vb}9ha+-3)7U!faFq|wpF@E_`Xb8t4XV`sUIg&iY05akzh(>q!Hnm;&g}ei&cR;b z9Wk`|@~!_mWf;|T9UOmRwQ-!0pSR&Ni@3{oa%N9Z@MEa7-lqeLcF~neVVC!Fl^+{u zQ)~nCVs7cFyJ%3Mg{IPUpM>$A|;@%gmB==%+jhS6ZS*nkF&+%G!1-=bSAUGUtexpL%i6MKW zeEH8+h4?M#9k09BPgEjKj^j^e*}$V#S&%pWo;tGY#XmHWkN+?R2;^M9d)-b-#JQ!_ zGyI(9#0L%h=OZEJpBeM!FYx(^Jr(!m;h)wB@w>K~5h3d(#BmkhWhGmRYh`wv%-|T~ z{Oj5ckY z8?)| z@~4IVXL|nUum72W|Bq(C{LBG(G?BcS&*wkP^M2gX>HEWMJbzhdBxTcIQCME%%wOIH zk-YYoV?q|*{Owbbm;d_&F*ivd=ZhF-Bn!^SH&(8>a4(}E1UkRtbA8bN`b$0z&&T+^ z;Q#3b{vAN0`~L2j~D+}hNPJAPpog)a%Ei#`!+R2P5oH*cNq`g z&ch1;PW_r9JD#VP&QCFlti(vzjJ_lX_?E_g#Rfc+>E}gvwvZyS4dqTD_m*l$%=?NN zpX(ePXxNy?q}cUNWzeVyrKhHjWiX?)=sEBSlge%~H-`9WE?YZ>VrRU?r@a?3*6>Wp zs*5#j_3(MS0ccy3HR4+jw~+>1qRdr@b=n$R1&fBJepu zLHcfWj1*E>whGKa$oGRINdzr5wNQX=LA|XgVfV(Xu|KkQLNXa zHLqE2>VB+uQ_zfD1rr!hPGuS|uTa5$>Lmzc)ZOt3S&`o>ioGKdS6zniK7=2=Db(4? zUWuzW{bF|0AQ1AbRe3AX6MN&M1&W!_DJeAfcxz)1fvvvmV7D{$!>^2t{XxY0{yOrxyp_$oOz=-qzMiaWAIR;^@tHiPCiKE&tbFD#|(cYg3Qz!Uh;n zWpfbPl5bP*p0#NrS+`wtYKo1PSa#o)%xCv<`9eJk7WJrQqD@UC^JRPLm$b0~TCev- zH^Q*fp2pV>JMa&ArdD&Hm_yH_m)+kB!0V(|E{H!d^LU($=+A65BRSt-6$626&t=TR zH|M0@J$bhT)(t7U_gwFE|HU6edoC8+vHIRT%8H66`(LB)A(YVeQ#IG(y7C|WKxer< z5S6adpzeo$Q00ma9@h7zu6DPN5STHJ<~R+pGyu`I~79!j(-jl?3(vv1DKUwDHYHw71w^d)awcu;$ zv+dZCkJP6g{(6c1)hrwmkR^V;ugs?-%{L+-1wa46o1yhGA6wYh3y(~#NT~ZS z7fjNe-2hLVVTY(FD(D`s>6G~HZP#d;In~tV+2EqAjp~}=*Mye{7W3VubfmxniHk$$ zF4T^PKilxW7rhByRAIaN`$9?8R*^yyJ3j|-kVn$a8%;q6gf~y2HNWp(UW532CsGdi zV+;%yT$TI8sdG2+^_9tbR5>SDiBP-zo{+*MafyfWbH}h@PUs~Q(rv-$j^-j*ukzH7 zyd0#_ou$Ui4A!+twnx8*T9P~SEgVTs(fKtxRpPazk2eXAZ?7*H+(H$xzkbABCDir& z)`@m}eY7g{e`$svqttQc6y%inaw%PQ1ruBE)O8kfv&{vN2*-#`8PC-4~r>l5*E zUT`nWKYk9B6y+zz2?Zw%T~2qfeX?dVy=+dxLS#UZ%I~VFl)yY>_}V^ExTw2Y8*Fw9 zB}m^>!vWU+uC;vq^IHi9W5qlx*?M$80u;=xcjb)59fOGDtA3#=G-_86l&U39_>pH_ z4HeYLng+Re{SaI*1L@e;#_=hw5`n-zLImArE|EOIpo=c>uF`X zMf+}GiPA9$w~f)OE`q52*QBZj8|TL}U#67VU{)&8E1*9y@-kT2RvAu+@N?RU+pf{z z`Dt%ovAPm}IQ?!q_%qVMtBZs@@Ww1B#E<3s^IOD~?=SOF>7S7{W`#%?jrjK%NbH0F zd(i-6Ujc9d)`vHEXnMaKtvD6K`xL^{h;L|3vSK(oKThUa?1K2Ao*NRrFGg{teWlzq zcMnWzTeZH)SaFUuGS?9}ADBCg={1Nj&sD_1aTHV1W_vAV#@6q#qC&rG${<-}S0=_F zsiJCLFfKD1e5rSv+ie&bHFb&I#Li>!%)IA^;%Oeh(5`@`rTt|a*X9DQI%ymGi04Xz z8rOQ|dfq77(n4i@1^_v6ng6j#GQ;KDi)O9~_aMkkg^~K3q*`CFAuY03dh3ScD(9>6 zS+pSRsFBB+!Zy1l_7h+F6$ct3uM@2}BWcll1tsv+pKyBQbsfy|TY9D4{%+K{i;$LC z;_?`0jl?X}VeDYR6!b^s0p~ei7V4^AHrUOabp+2cC4C5UoljX8@IU$dEB>V5jGuQ4 zDcZYj-{WW&&uRc+7t#}-HXP`kbl(^iY&doPrll$b5(&roo)xJ}zg0E8(bee}F>N?h zhg-P)SnszpO(2+B^hfU@%hPcr0dvb)ZK}=>$}?aSUqte_r7ZQbml_lPi@8C zW_nkhyk~?*_2JQh7u-o9Wax_W%q9J+5C~%)HblKMzS(BJXO{)Mek!+(txj&WH-Z?M ze!XRA8H-(PyP2Iz&wYWJ{`!Mh>{wPttpG7nAMcelhpw&EAMxr^RI?6JJhz3yrYTlcs`fF zJ=}a9E2w+kTnj8u!j7!<+~*FbX+-@E4QBV>Z6}4>O)E>sn*pQP!wuA@X}FzZ&B0{E z7cW!SGR~cqbnt%}T@DQ>u7;?|zCf@*A76<#-HJyp<+p0)gasWaLSsX{8!RM8zsg;$ zf;)h))pHhd{y=sIZ3xvq14&zu`MT1WJjFNsqbG=Ni;|c@C$3V}3_|o{pI58I}RVH8iC&_ffJu!hnYuu<1kZ{v0dtc1-oQl9>QO z^5lS!RnV=d{#IdJz$#!GGMTlW(nZhMV$fm3?L;kxkR8AP5)leIb!Ia6O zH??muER-0Lv3_6I^1X=GljV!cU#IjZF`V+qegY@)i;Bm@Hb>McAMNhsWxSV!ueFi6 zcyCZugTTGhi?($2gDDbmO>uDe1qCyY(e(!@>1VY3zU=wFY=ra8ZKF)&es1Y;YwPLJ z1Dg!X9kgnl9**Ng&fv9^I3C_jz1&;nW%5QzQ=g z&Z&WLt=n7D2G|Ih9rF9c&L=f4B3yG_{p$X71?D*|D|(n8Ib(iiu$lz&yyJdFZ}<0~ z<1P7#vZ-eU7&Mr~q?xXoG9X+#F~Mwedw2h3?L~ehF_HGCSx5%je}^3bW1ZW7r?+VT za|GC{^5F3A(TVY>!$aPtl}B1?dSa7tT6kt`5VgVyBKx!;M|0O2yHHHuD8r5ZlI!Y3xpP>q&hBOaE! zaiP9?*KC%PhaKQYThQbCcE}2c>Bt-*IZFJKXMJFZ*$#Q@3K3{E-2uy zGjZ3^)%?n_SBfQ4FCs$3uR1v2f^aTV0n*A|3sz2tYM0GW_Aa{S&~5s(PYSrKoW1XD zE{()wTPb2htu;*j%FM{(ZEXAuP=$7*m&+@MUvu${=1cp^Ny9}NwJCtoTP#;~_irv$ z)pQxaUnp4?AeKiAzt(}UJ{SxkcL4Ff)NQKFq^qW|4V>W|ioS<+s0Ude?M-cg^^0C;T9@kMBac(8yDFKEJhf z@C~aBI8(v-8_Zy)>dHNhyBtj%T5p;66$!Mmou&B&p0Wx8LIfRiYG{>Gs1D2uq$kN| zw0?dm@p@RtT_SO4Ry^D9TJp1w&T!&4%8f9oLc*diMuvp6Ij=1CXq__egMplY7@I}0 zL11~UEICrkHdIKWY->E-(%m|TPdxgXE;MWrF}8W04lE9f3-eW$T{xpio;2}(RxtL6 z{hQpUw4#V4N1Mo}hN4=C$tA%KAz@8+R7!1rE1!uL^>5xKDgcd&#S8(g-V-9+?J2A> zaPn99ie9O$^YZxS;%Nw5_HY0gs5_z$mRJn@&;uGPwkz|+XE#mlnNyk2$W+W-`?1yP zM;orsAZ@Pzl<1Kn<(F5j9Uo2Z$LMJ4$eZ_}JfjMZ`|SX@mKw9I-BG^ zemw6|6Qq_H?nPw5gL6QVHTwnvf6_ArtmCnc)b%|#BJUdU*WjkuM1qIwV*JREHWVHZ z$if7G2X)s7iI2U*%3-__ts6y}5R!+eK48i5H0HQG|k2yw*~o;c+(TjdKWY!P|-5Pzg{l7x-3 zz2_b#rzjz-Se_R+nl=TmzTD2UMiXdkY-|g_G1W<5qD9fBp}vP!v*BiPo8oE{5$Nu- zq(1ke5{ijvx4?&bEDcG^S-)HX8~a!ZzozEk`d zz9Ef$mH7$yE#PhSzE*&v|J+{0jHdXvV`8S;wQNCYi)>An72Dd2-K3$-Ldw-= zE*$24`SQi!py7IMMd|8Wq=bTB#=2B=_nTS|OP$81Iw~odxNgo>kLL`syUBKb8G>}AV8Bk-~2iYvM4Mc$3y(^f z=;S}q5br(*u&W{ai5=#6x&_}%LoPTr9MkWbHrPROzX1p#qs6Ox2hLOKAtcY0K;Erx z7Y%&}>@LODPf3uIUqQcfbgYuR9D=mm#lXCtft~&hb%;60i?qRzhO|#AN&60 znm5^Lb3{ij4e1o|EWxXt_26@8GShCBG)AHbbz^rhJ5_BG4dUx-)64~;&wxLhF(*hX z>D>Tr{R(TR0$fMYYhw`zk3%8qh~o(!q|)=?I7;W4f%8WanD*W|(g2qhYmlZ$`3ppani+Q6SThz!d+)NZR{sH?65JnmU`$-_-oS3{v zi+ZLeFY%)5$sw10Hz@N?M0o{sLcUYxXZUp4=+%>LKLfGnvWx{W!WAXCXOrIZzdH%% zdCViipIdnkc}$3L z|6R8ulRVXeTB5m!hzaz`(N^=Dk(6$Yi#+T^t*RM@Dnc4>l2v{G{$0C%6TXpBk-{VV z#`0D|W%Y3)Nd+??)zPS$2PFQA1-m5YJq3V+G4?;bxUVRen_5GJpNrX-6 zS8w8gh`Hyffr9g!`W2IAwD`zD4G`soqlc&g_!_4GRDt?yjeWceEW z@N_fQ7=jz_pN_L8j|@s(Tz|_lIla9yu?5sHi{$LjCbuWw{lUJGbJcv#o?WGi~>uL<-h!ayY;K#mxf-t(B<4PK$4`>%r1|q4buJSE< z;_Dw2Nbol^t~aOO&W$lFyp_F%wE-AAZ=_WX$S34qQ}ptKAcQqX$E3YXMHmChb~~9;b+XchmzE^0orn_WwLs3m>0oRxbbY{Q zW*CZb`yx-x1nkS$3@$|kNJjbT&k0X3uUF&*md8QD=mZv%s3JRohm7qgpF0y%#;q^& zajEK8xaABno7I+T3L5OO;2I={qX17%kQUG?jpq}qZNy%q{ z-uvkcL^XE4fHP2McpcZGWN$`yC|b2u6N?5}9#;<{kZH)b+N=2> zQlfj27;8tVf!{Id<88o@`L}9?gv)@8R|y-ArzwYdyhVc8B4l3}QssT}rA@0#Dh<}h=i(iWCbC~m~c?|1!J{w&Sc+=jZ|l#6E}3(5lt zY}Yxs;9K9*Cl^1@;LR70fp52~kddzgKEDOBGV*x8bYgaCp~1!s{u%4eZaziIcs9Vm z)Vei%3fkL$0@RBlMtK#ZDG#gk*m3&F3Jx$veR)XQQd!-0XfsS19C_hXAJqgB&I?G@ zjTNg!G3gvXVMU*V4bwVq`47})s#%dukA6`*rQRon;Q9~qr-CO^fsn5Bwbx2N6eOb<$ph@H_-GiKg(bFtE#_!*Le! zQ(sznE97Ni2sfQMboog2X;O&~z@$o^o0+Dg-TCooY^v}ZpT0du&iaTU9YOar|0s@{ zn66xECkKC@_#~E#kai>jF5u~5^8>-xW4NQqhH#rh*V|B=y}oy+-pMoB*tO&yWTC%q z#25g`Igl8sO%8YJGBVvtP@5E6eH1({TfBcWpu^8%pHGF;@E1LMuIOy$qwFDG_J*?s z_LTyUt3mxj*|l4g{0)bW=d4oj1o~(jNq33p&YW0r@@*Nw+}R_{ym6Ue9>aKrzQZ+k zYGrsJkcZ0P!RtJVRQw045~E)c4Va=LByoZA{TdJhV_QWW5ONgJknd=rN~|=s6#Zn^ z#`k^ZR9t~;W&3HpX-(e3HN&7|xMxngFrlLxPR4u}$TA;z-295878xCEN@14CmnVUE zegTH8hyj#_cF$KcS@i2?Hc%H@_(oxRk_AfWtH6u$;J@Aug`D9OTsHqgL@kGJ0Yua) zjDxPLPP+LhWe#zZ9D+jFTv7#G=J5nMwvcDMl?+;_GmX9a0B z0WDKi`lJ2WAscfs<-(g)Dt72VS0ZAJ4w35zfqOU)1q8P;5Yq^KI4qpB=~6AyjxedFgIn^k~gOEodYt-T6hc)-ubQ&Rq|8LO?woPLI9;ioF>2`^RYKL zy(+69N;1LYV!rORs|q~Z_^%-51y4A_5Ao!+2phe1T3-s)51ZO2EE^|NS&EuL*1{&k zZB{}O&w*C?50}JPopc6WGp<;tl6$!gfhabwvrbU#?p)?p-yfiB&nK3%Kn*8&B0J%L zl*flC69A)Rd0G8`hLhc!-F||8K1BHAX`Wi$-Lm52XmFY|MX0B{5xESYvvik2CU=<~ z)F#~~;@%T$8I9}4iLp{An>E227tZz_P569-<^ki+4zRo0INMI zNvBl1G0%MidBq)2H;tG({8UP$^es) zii1l5k;R0X#4mlgZbLkGJc98_Q4pl97-VmwBZ>BEjYqAP=gx4Z&ApZj21B`Aank61 ztgo<6jOOXVeqK*Z#acQ@VpwJ~k3A(hrloqUTu#s8K^*dI!`WLZvb<`Cu;T~10w1q| z(&j=lYzA(Jil%@tZbx--_yV@d3kowp(oQwNna}ML(VAE|y%CcG^_g8ELVP%{wRgC}}n26;hR>1c=POQ1f;_Rk{E0}YCg z9il}upyuq+YPk3u;|;8?1;0_t45}h-$Qc^|q3Lt4^MZoFeow1rqWb*HLgV%sdLACl zA}`_oog6T~^HrYiyzDWNsL2C&VvS;M-!4w98GtT%sho|z>0#&U$*>AZ%nkR?gbK-U zR+(lNqvhp+WA~({FQJq?^SFuje2T++L&( zUk_Os*!E`JuHvk&4HZgr1hV01&@(5$o|lzosd#wHT`) zra^SnOYy_{i4+)jt6K?6YaZep;q|ub2WMkN)=FhimkPzs-q%UQzR7+sb=zqIK*H!= zlgk!(qhkpu2JZRpPS%^UK8aU@{LPtD1q_8vq6LnM}p z7-BJujzO1LTcv=5JYLjPW``TpPAg8b z##aKEzc5~p44!{iHO?`Yd3jAArs#8%qwZz0OWMec zax<0#r)m~q{MCnVdr0Y$de+m&-4B)q@&irg^%Jp<|eem*Iv?kR}*L;O$?lB%*B z$Ow88>_S9oji|2LGP^LxF$t4$=7DNb@HkO00!;qgne#sr7YH>+sQ`uMx}o(<#Huy1 ztzk=T^nZ0UfG8WWb(wemgbDBIug>FSGkrN6sU`WdZiQk72QB&KZKqur>CI16M6=5C zK|MN^?iNwVh%H^2?=7loWjAC;5xr_STTi!Y<_(SO(8%x4=j?@mSUAtE+X_U9fGW0p z<_$Ghj0gUHgya>!s9&%-2rA+FvmudVd~W~cyPh|xW@dlO%1%f;biKj=r;t0eIQ}3< zEkhD7`C;niBdC8Gc$C-Z`_R-U<#i%{Gdu6EBg{gBPN=DS_jWdBk;=^{VRZqIkz&8v zk=XFEndtd>9~H%dt3TbPr`^LrpEn9`m~nh42lv_6ZQzgRqtqrL2>V7lhEN!zp?MGpZPJEdt-HLO9LRBqyrPLjas(jcN|tVBm1F4& zO-xaC(pBcol@GOqCJa@fo;*K33 zPe1CE9#lJYILk0`;6G(*N(nhL*R9-{)hR#8J~iP{%(iG>g!kX}Wr;wXV_zMpi{T-+ zc@eT^?dU>70=Yksm`PSYMJUZLFehEm_*YrXZSqzvm+MO#Am!`P`O(Ax9=Cq@eB?Ta zgy~f;5;;i8_9w)TIr%0efhIsKH0NA#cjiyfkKbt+*xEgvK&-YCdm&Ok-2dQxQtR&G z72($As-MZUlo%?z7PowdSO-58VqZne;dSTi%7CmvdnwQlXvwsoYLPuo)bjg1cGhat zctB1~><37(ZOJ6YsM!m>2|VX{JewYoVX1((ElM6wVRu0sl^*^XwRE;DIq}_$>&l0j z*a*nr=F(Xv^^R?~Y?iV0Y`X)ai?)@#9Ici%#uq+Jyd2MlUw39R4_P|PP^f8u7a$xY zm|)4El8uW9Hr$0%hEQ+f{VnB(# zd=W|P@)2q$OxId?cNL^YVq+=&24Xv&KXaWo4IUpBFj^avJbz7m(o1s%G6>osEdJdr zBKeg8DD0ttsu24qK38S40-*+2`fwY`{nwiV4YiYPRu#WDv8l}PcLHWTgU8s@@uyd6 zgAR^AAho-}_UXAy_j`u*_R4&L?%==HvQls1f;{*-@xa37_utFz&wDHH z&-P^>AL}YMhb%!Ee;)=}hXvhnTKhR*N4;gPxF+2ydod!YlVc9i7JOfGQAx9JHS^8h zM>+x()<=%x>ig796X@bkPHK@1WZNM#^;Tz)hoJJ}mdwqGlNs*O2$OxX`EZt*c~1e3 z{iUpH;y@CS2k!`7ssLz1A#LXXCiwIbX)vHhw5Al(5f#(c?-6jAJF%FrjWU19PZZ~& zMb#>epHBT-c~m6ol6H5*%(aN@U!%y=*#@KzB|r)(u_r_jlNbu>5cyTUZo{eRd8!%c z%lzhl+Hf+6jeMZc|I>*51BmoASU6}T^K`p-|Hot?g-R?UDAdekU!Mc#hf3=VEPJ0fMg7TZQ~5b+i5M1{_en!h(&(-r7qt zBp-V&A5EqP8C;@vXUm+={Z5x;vFFjDZ3QBa!_X6bM6iN`ty?m zpW*LDQSNfR(;GXoo<2x|?98H6yBGBCR_UCg+;;|+y?`Kz>tCq8GxG!(LLYD*to|IB_s3CX$f)kH83vA1$9_KLntW6uY9 z7CARjbbYbN#;ULP!c6*VEK*6)(JixpEpdPG(|(~yrb87axuvb^sz5L)r1goW2jbdU z`2p{=&#D41b9-k~14_)@OuG#GXaqVpg7bJEiKl&JmE1L(`(l;qvc5s6{y*4z%c!c_ zE^KrI0tSd1lnw=v1_kLRyxfkFYXN>dj z{Q1WBt}z^s53=@J_q=CZ^P1OM`!+_@QFW!K=Hu?Hq87sEfBe_I+2kwifF=#K#bzdw zA*ZaYTu|<4)ZZCLQPySCb~0)F_45t%JN$VTuMv}eei(L3cm3Xe^8EF57S?>TVZ%_P zf_V!&j@-|$&hLv!2d`UlXM*2k(nnwP&%MTXmb$UKS7Uo(Y0VzK>LJT1;W)xGU$)Qc zQ091NDJzRrQOlB7dqBV*EfUTDDud42(!Aws-n*uX^|Srq&Gb{9TMNNay5w7F ze9s)qk$NYcoVtGQRPHJwXbV(UI}j@~Px{v+|W%e{iqcQ^l-9w)Xys z87)7|J2sG*a3I3ZFg5eAfqchT0j_11wo5(ERqo%jda?aifG~*!}h-hMy z3Tk0F9?_+>LmSINTblWGKYdX^Yz4X@${$Gb>`H*m|l3^N}d@o|-Io z^y>TA7MPuItDQyH_E&9>EjGowx-RC;$eeV(pJUHb>bN4hDmH; z{uJe31m<2FF1W0gxM;yv9xEk zIs9h7!BNuM+1IyvR=(E}3z#dNJr{hBdDeFBaOviv+Ju{hJockb5YW3(-SFZowm;rK zexfhf6Z>{vDKBIN{bwG<^zia0ZIu{b52o%-jGovaI;IN0ma>T-q3H3;Rt)WR4_k(6 zC>P)4C$!po&^z-R%=Ab5%alGY>|E(1IDE5CNVvdP2maj?CDgsi-0WL>gmpyb!2sm% z#E+UoD1su{I>=vD4AyCym{=v5LaD`q%UNt}zU%YEc4O{NG6f*VYXHV-ywf?udYqQGupz|Ci}uD{ppUUMakUL58Cx&nrU1gBnYwH z+;UX66dg`T_r{sC&au0d&w$7Z65opZ35ZtO!cO2)cG6g$dqD!8kF)LW$`pSWA<0^M zOb)(rHZV?$m8guZ{8bBo71+WVU(AOyq@>8E6{frovNFe(fuw?BZ$vP8y;e+_&z1)K z+a?{Fv+l7aVJ>v9#s4hY@C5#)<+c0zv&($*Y>vG}vfGUKHr7i@P$N)|>thA(CaMmW zu0l@LC;H!=cdZkYiI#PaBHTIX2`2dYuql`)fAMe=PL9SLdJbmv80bq(?3j*?lTc`K zH`eGLXLmFe=4+oG0#{>svRcmo40>AwWdDAxgG^JMO6I2Ed>Mgx!^K7<>JiFirJVRI z@xgHYt?4(jr4OFZC1Ue%ara`gc<@b~&A$6hZUWG|n<16j7K;2nbt#^$hw;~L9f!jA z92o}RzAKTjyX0fI1}6&rQyH^Oer9Y)l|;B%g=36?*}`cw-b~s3t=1g?tJ^N1jvUl& zk=t;bn=cTU&)dF}Xl7t_?46SJQs9xPx>pF+6|n}e(>>J=(J+Y&+w(jlnhj+%BGlMZ z+^gaLv~rf%Ikxv^9B;ov1T={SQ4*L8^*4=hmOQF5(?K9smexKbT94i$^V%_ef*uVj zMc^2b7RkQQUJhoJ92OQq`Qtpdr^Tp=%9qh8(jd1dEO{`MT6yrPFq_M0Pk|!)uedGn z72f#K7edQOw~YT$mNhD1jiS!aiY)O(oN~3Cle2T<=~OxI+F4WQBalF9-Igijx$Pql zDMSz+&k4RBpXmZ3r@NrBCzgah$OhMTWwV8AS9JnBB6)hK)wI69{c?$0 zlfBYO@Qq8S-mzZoiiYNmVah}Fimvv9Q%bU??u14jImhILr~7muY~RsKPlt+{)<1W1 zJT5IS$h;S0GSrB-Ud1uF;K3VAwS9*`DKt1Y7JnU4b@IDp&A=yl2>8jM^GaZ8XFOz~ zv?}dHZAG#nmI^^=<&@@Aq@YOLcvV+gxl2fd&sYzvU$B;{i@Q9J4;%(MMW8>SQ{iK2 z1XBltudwaOaF3~G1+~1odXx|9&#Q{z@mit09Db;L&{x){;*CyB+yUU?1JiPsf9L8l zO;me@pNJ?yb@=2Io~@Yl{`PPSkjqLd)a_kq&6W426YE4qqT#A6ub2y6r=oz5nibgDbN;|WO6JScs6&b zp*BW8yEJ`$U8@QfE0q~bX%)*q3t=(fBx$?CMaGWRJ%@z>*NrT@UPr2xpel$t-8%fL z&%!GgqcI-}Zl11JB#9W${s`>W&O`H^3TvO6dA~nFf@|V=A2<~2bHeebeB<^H!QX@5 z6$#-BSFg)FkrHXd2j(Dy+a)C$NGkO6%UREZ+#Zo3tS-n&N&rtsx^^a@m#u4Jkn;=v z+&?sX=Q!8ySDeyvw2?RmBJnm?k?j86V|~J#4b$u@xQ$at-rD;{r}o=%-Q6HD`Mh)l zdxY?n1pA7~iYB@W0&HgRP`Zw&<O6!*nff6t84Gs2O=K(A33aU5koQ`6ipdy+y2seY}7yK@9Rv4l=#4YN>@~@wu-W-++X8TlIVIG`dU_MNvz|Nx9w@WCf@4F7I z&Eb!ntd{2{9X=-OL>Y?LS5l;P;f7&l;aVJU#K~lJdV<)oq2@tc*_##P0moLY>Tgt8n+-p`C%^vsNRGHl%I$cPJ1wY(7(g8dyFo z(s-*nJjnO8e{Eb+Ed$)n>&Je(LM=-sCEM%LGgGl$9Fwct3DnDV$U9HQsuPe0JJfYu z&hxRVbUFKd3{60o4r4FPu40NY8NfY6YX#xBxv)*~$jPHb?21Ge)CB0u7u|h8j{z>$ z@IkcGzYPMpD;~JFQz4{pC5iMi)LiNY39+Y?whER8ps^8$FMH9^2vNY=q`6aH^=G~m zA!Q1(ph$HP;LF!fC=*-kJroetUvCih|9Fk6A$FIdOT{n&}n#N zj7n@vzt~yJV`?Q>9{#jQ*?i4G5H$r-SXE`!IRDeP%N}-;GslTw*5ZhJwE;902crXt z-OOVO+r37cBa);By@?6jUy+U}Vj-@=Nv~!|!t{ZK{T4c}?&iBs1$(tSJS93@;eqIEa>Pj1$h z_D>okhdlQi!`_rsNi6UAZXytYt@c(ZF4(&few&(1ILzk*NICjY$4Dvkm`$4yXW!>*_}O@~UG!JU#GrzryzY>QT$EaBEK9+pExG zqYx|v_=R*#cbFLLqtxl?3Gn94wFK=17IY)&4FxA1@@X|i93j(ty7j+=@n(4=ehfw< z4VAiWjlQ{7Upd~(518f%Y|lt=1_gpD*!NA)J9c284(8+n*mM4a7PTudxzJ$pC4bs& zR>_@jzti|t)YY(XMus;B3P5elT;c)Hj2!gO4mG`SfT;|`o9k}h&oFCDo?jT=s$O{| zN4@{}1^aU`#CXZPnfEM=VSODnUv(yE9X}PGmGDy#8;Yx6zz99Y+DqGw7IiU}8;*^|gIXols9(T0 zKnuqs37|G-i%Fw_!Dv$rmeW84b|COHsLZDrZLbkO0$%CwZzA_v7%W~AsUNVb~$urOTtA|2KiI-P1MIMTf?8*)MtK~3F+XqZ6@F0;^Y>(?}T zMd>`xi&}g#$nk*MnB+!M`PEu9SOyMYRVdYJANS-91IKEJ0k8(}Chx8QiRk9QBhX$! zReE@5-rcT`BAY$?7^;2+*y}wla$lj|#Q$|cdRGQj!COk$T!zu1AXMnH_!88MG=A{} zer!dicDr$b9|cnAYU3lvz~*Lc)vX+4%3$1C05D>+BWA$AnL^$BOW}lLpKb$4$Nufz zply!bf(;Bkzr41x)};cT5M6!(LGQwogyd_lbF#8NEJu!0 zg7mI9(6{wAnq33kNW9!_kJ8`ICUIszfM%xDk9gtiz9bfpN}#4HrJtV_%?XLl;9T1e z&2wcWxnt4^)EB@hxq-flPs_5 zv`vQ0^naIx*NiA7EF*_M`+epVsUiEYp;ac@Fu>~CIu@F~?)mkfuDM-59&ex7ikAmC zc;aW@B@Y2h=(mIqnc$NHI|W=`a5IJU7K~m3)Nuqiz&YMT~eIS67)tz553q!=0+U z-I_`3*wtsO9mC^dw)~FH08}?e@{GGsUa|?acWhU{y?TdPda(2YG??^wQE4kH-vND+ zB?R999rigR7-0UHcJIR>E>iTiCcsV1?;&hpjhQD?7~!$J^#$0}-f4u-8Ffj67(_Qn zoIx*L$N0MYNMXmAHsH#v2%;e>2vaVu_sUd@+HJx-G?=KF{qYf$q8fZ9?FoyoYJpD$ z1PO#Q6b1lk0QF%S20yNj4NOGP7d1mHl5r0U>8&K6CAP${tdsMS_XQE5(X`fz97tnK zY@gF|$ha#!5$?e@Pm)-rh4J)l+uW;y%H6?+InBr^?VWu!5EHX*tZ3OVhYpvaw>W14w7K|60?E_a?3QnV$sk?wKops zp*)fc_jA3wYH&q-toM95S*^NssqB>bgNv?iHB`Wg{s>#}aZE zJDEGI{rQ1w!mMgV|1&O&a^(9rF4DC*Vo02yNbS|b|Kd?aqQO2ik;St$4-k1%54_F?ol+y%o1xDlBbgu-0OF5J8P*52$15RJ1D_v0 zRVkYcHSK8zl|q7*3?{+=)izOK3m*li-#gL%?U6G@?6Y?ss!i~FeJWpxxIttglA#9$ zpH`{S;RJ2TweC*miNvfEkcgHZil{@oB2F{2=@lGrZqzO^WjoIM8oAkYS4WXmlS*le zph9(vTsZ%#&}=)&07u%@CLa_CC)Ar5F*jzI%=2xz!(-MZ<>unN zKiSAa4I$X`MhCM^1%mzFE>>B5UMKZ}r1)a>0MNM@cP`zF0`PYkg{4QF>N%*_Y(-3B z(41&oP5L@dmCu1Rqs(DpwoQUEm+6Eh47y6ERF@4L z9PP_`i`eHWn>fS3z4|aPt+Vp6vTJP6_m+%`Z!$EnIDOWb9rt~x>Fr;5L<(nA+Go?1 z)`F1l3nT3%MeoD71|!{x+D4&DKVubgqiSU5m!$8Q*=&SxX z51oF!Pvj1R;gt0WI~g~|+tUh@VPd7bH?!eK)x7$x53*U#c4Mc1d)mY;{jZ<`#Alt< zt$AuTqe&!8r~YUa1*&KAW2YS~7Ey$Un-5>D@)cwOOZVnmR>z*v(BBp}D&GD=ZjqlU zU(Y4&1vbXc>Qe|NpmPjY67RDfPx?ADl}<2jzPt&0xb><+3k(E=A<{^>8>*V6 zsT`om7|ak6jRt(e=QwIp`{NsAoYXjB5FNAX;0e&k6%&l`q=H%5zN-(>W%y51{M#vc z`xQfxaq}beawH(;AJ~lm>M#fE%B(oGqxYm7_$R0FF)&fOT!lH+w3_a(-f^#BD!<7U zX`0mnf#&XztB0BaeR8#@qaTq6oR}wZ_KJJo_4l49%+g`A>FEA3K)VGmA(EEV+N-yj zWLUIcAKvnqDKw*;hr#XxgmMl$hC%nHv5f_)z=QX%$=v1hbnt?7oTEl{Q5VXK?hs&!vFjTZY{7ng91Cw6v*_H4G&+}%2W8ayP6#QI zB#IA4%rI*G{)HZJ`&A~Yjis8qi0_iH`i;fmN(KnKS0(^jBN<>ndF8ofj-*!?iCOqn zhB%D=_VA}?>$Dmxn}EQ7v~7^mRwz9$&CjNMxJv=Zb&@a#R@n6Z4hxrb73>P#QvBe1$eeFK|vB;rlQ+rje%}|H2TKxF%RQZwZbW_NOKif#^ znOIky?NvYe27-kOx=|A_4H>MafFIM$pa{TYh;LWOgC_6B`Z6=rAJ30@&HB=x*2e?> z&~nhlrMQDEJ*63;R?YTcEUo9-3%V|lAJjH(z;FUU<^u#%mlQfg#{@LyGEFqY z?y#-Od^DqciUAAHE{=_-;O$R=zx?N`I&*CMNYQP2HnYMu=~%~TaQ~&qPV1nLK1p;* zm!bs=PIRy9hRn2eaC{cYa{OfVApa4(U<(Yq1gXJTZ?A<*&%82^bbpSwmdEW) zQ{gN1I6kJ4R#Yv{=q?g&r{^;p1h+ed8Th8-$r%DZK~~ASxt%R?g_jCcQM(a^sm&`e zdRzeKQS&iuh_SXinah>#R_bO{ zXWD=Vj=&Xmdwf3JG^~1ieV^*g>%QFx6k9$pS}Bl)al?Dk>T)E#H4Ty9=%^{Xw`0`d zcA8@Asub`u9+6|jj`5q(6nCSg#1w8dr`e0lr0ary=;H zH+=kfmd9fdbAU=_9-$b3$a#=uT>UU$4~ZcT=7(f@>gZfSHyC#qX#Auly)%8E5(@)n zxV*~koeNJwoSLm--f^t06Wp?4<+GIlX+8+_jsy|8bsoW3SMakdzU6%tJ}Xv_syydO z9}CoSHVhFNn7@1b$ae3upP!9*!|5kh3`NHstlSRLX-;hFnY??0Rf^mlOhoXZKdzmN zba~z3x7Rsnx3FJ`?ik;18%+$78xsosHZHszDW?-QtuP^PwcnN3V8pa~4E;&*8j>aVTd(oQY7|^ zizGLBI5)L-WNs}ijZ9Xn?0XiUyz#>!7x~){iUx<_=0gb!!Wf#~wb4n57(bKtlFj_v z*IbLL?sr!hv~T;jCpG75@S5n@EzA;2-c7gbCJ)t1si`Ri>?Q`| z%Y#isZRT@?JckZu2u`QZ_~jp9*#(`slawx(y*oH^(uRLf+->;7pXFFvUU9$MwYj}D z^l30?hz*)mmmkAK=Algh<2Naa^2dNz&2e8;T~qgwTA3>2hSmsRx;_BQ5V`IY@jdV8 z+nFTSy(Ye9A(PW_zF-8yT$_7TUp2I9kVA;MLOA z^amjAITFL}+Jm?-47D=@L!I*d0+W=iwjqQ1`d})4Qt_KLMB4cd2!zc;*&!z306)L7 zsT0Q)%DWy_NH{QagWSXlbmkE=0U%e{zzy`qC-DjAS32KH^5 z80mEdkHfGHhIEC%h&D6)$XF9_INFG$WcBz*9+Q42zBfV)cXW_M8v?K3J#I5~b%KGb z`<-EvQ7=E6H2p&VTqxJ&E9vRYAA+;BK2NEA>%-V#Vl7V(#yb$4v!H^7j=spSvD3lt zGxq1jf)&yNKIIz3RYB07u?mC^v>Z^{dOpHnhM}&FHMD^_U>r=#S_Nt3;nE z8n{s#v%y>aT59QNzTpPH&Kpt5y=|&<;Rc}S9l?t@Jf9QbWb=dJnf$eQNehGrts6$+ z^;IVMgZfmON+i|74Lvsx;>qRMM*_Z*G@kL;WJ%>u_TS8K0mqpsoT&3C`P#L6NEbSl z(0}UsrVAZrI1jiAFcpD6I;?iUyW%~v*%vBw2AWz2beK=ze2E!HzFH0z4V(0ad~+mH zVqT!{3LSBFQne!(INFUoMoSVoJlLQL0dQ1y+w-`&`;;Rdo8I+x)Vm=9pl}eR-U}Z- z%n9)0Nao)7dW$l|FC@_=@#%5NnyZ8$+|Civ;rHW8)~@#KAaO#VWF714z41^aCz#jE zYvX;;?0lOjp|zJOPDLNREwz2u5p4SlqtEED51PPp!KjV_7#ecsPfBzAy5m~C$V6k` zTucU-hys*3PmlMS0CQFVz$1jepk54seT_oo&S1Wdr1twpb2;*PX44l+*0YtIwBQ@3 z`1uH;YHUXnm+#9pm0G*7gSyiygnfHZ9XS}-Lj1TF0J$Yx7MMhQ1nJLgHrtnj48ejL zS!cpQll5T{@E&sbjTCN8Sq0Eq@ppzK@4T*f*NgY=r*aROOZeNUWNx|DIz&UL*U^St z-ewrwPM1V?7R>5pk56m9;7d$nT~ZJ+x9Wf_2a^AQd8OhGGTPXABRa}cUK|a^UR1do z*{?f)Lkm4rqAFu1nln2EKoeSC)K>uF&38;Gu3onUV5a96PZ@JJ%c6cbK=F!JSq3Yw ze?#ca??Br)q?Y0Yd%H|GYhPtm_{3|858!_#q%XA`!1WjH%@|;`K}?1>VEOR#p=j+! zVs0!u;L~rrm)|!u!Z-?~@YYx=$hiIHp8H;%h0s+cfox8<(+6%vbvOov(1I!Gr>9^a z3r1A6B3#fK+4#Lk`$$5T2T@@)+XoFQ zTjQOPb(Ye~I$}EX)djQJ5a-dpH6H4aRo$5 z^vW%vLxBLVFT~J%yus)UStQ#GR0>49hpQkTgJzE;+ei2tvU9D$$OxG0>%>OIazt?G z$y&P2cJNoBlV$@)%A`N)1wBkeKcmp*O>eXMES$RjxLStnIne$nSwI}@wBASXGfLa6 z`zorl+F>UBGmgm^9fdvi5#g51&qv|GF|sn!T6^njD6t-4wTU_#o2<94CS#n}U@i5Z zo(bA5pQI@{0=}fs7M0E>!zr#&=4SK)i%syXAw(gl4hBnCaPKKrnoD%s@eRG9<2G|V z)&4c%g|}P6%`2iwzzLy{DE{5meAgz@IPT9j$|cF~Y0y%+P&aZZG=rc>2s*#axwW2EC_0k^bu1+6Qe0CnmC+A(J%% zb|ZklakvG$OOVUmA*-x2jsG#C*p~;S$eEz7D9NR`5Gwu{Mm>urBM1-kmbZ!-`5xqYu9JlxrEL>~JK_05-U%Lw z%f)CbBCfn=eMEGuv7#ztpT5n`5h-@3qDjP0)B618_*E(y(!61WjlmxJ;5pJ;U?)CV zFn_i=I4x$udrfj^fgC1c4xAuex=c+lVjnz?}6&X^Br|!b$N({5GH@(ipwJ zn+Rpkg4cj&)p^KdZJBXRlUf5BApV8m3k+JH9~rT{Om=sTA9dqZIiEm!G$}1qFPm<* zy$FfqcKj*OPnn5Kdzx|MFqL%vfM)Xpf-28uwc@epZ@i9zy=!iS+o531RD%dPw_awQ zG0=V`ch>I2=a=1Q<*!H^l%WE*39*xaO-jp3u>u-L3fw2Z)>M+i)4;Lj&iS1bbf)okC7@}OVmeo!#XAWOB4@!%=>X>mf z4nTzh&4|%zzWtmf2au8vXXmRnN`Q{0FS= zU}~SW(Dbc1`WM|$|B=kiwqbYdNog&WCLmRTq#t35mOdp_RoRAxY*3^EBmV=lOY*p? zgHB%^0k=B>CieG>Gk)E>1E}sWbLtw9DMamAfnU`+?IH=H%C>1>AKyamG3p6T_`$ft z|J@b#{Z_NY&aVle8madOSnjWn#kvu-T-^89R<&LeFfbO_n-&yx4~AT6lzGKa7u8-j zXqI#}2n+xKKB8lE2eK%E<5}^5d9A{h+s=S*jYn@A_MNH@)2|kg#z2pr;t!YDOHHTr zysPYrHY36duf8Iu7A4v+BarWk;CQkKg^5ztm0Y!casUQD%xJAuF0v`C!bS>Dtoen} zVVS9|dyw!%BXTMQ?)w_(5~OBC&FI{LE(8e6B;^xkLE`8E#C_({XDvlC2qpi7!CX_p z{ig#;IeFab7@!=rf(+iUN~m1~Zm{rB?yL2|e2stmL(?B5eNzc!QBfJ@a~%zv5t#*oU%94u&!qTPE~5j6>xF~zdfA^ z2P#0rN&o=A0-H(|P!u}ehUv)xo~7##%KT6@pEXAMhfHmL+Yd15x9d#SbReYH2Wp_S z(S?nsw0FaGHtT)~KOuFDV;YZdq#UX@$BgIHz{Ff+8V|^`9t?OYA?z^UB$|(Fp$4)Q zhiLw;V0OmOMUYyid%JS%@tyG6;*lswM>I$_AEE|R1TkcH#%(R5{60q#CPD}adhJHQ zV4B?%hRL03?Ix9%+4(gOqRt^DNQIVlLpQ{TK+3`Xb5RB)i=+Urm@H;Ho6}9tn*{;_ zwTD%C^n^L9OKWZS?^cJbPkwp)bzdyss|%Q?4bQ^Fp>rA5$P@Z z7O()DhX>DXNKc;tp9W|s(aoA3tb!ZtL!mMSe3@F`{SThjkpzN#z)+5ou*{2F`8@4{ z_V1@qGz!?bDR(o{>|0`(_U)_7ZB!Nj0Q823~+i-CG7sg`|=;r61i)^pJGZpm0hycm3a~ zefnTLqc}thwoM$W4Qs1@2UB#XC(Zs-p6(y#0B#QC)7l8H+F8bG7Sgc zg|vPUTMvepe2&^+oed)-f=XC0#xYrLtLIuOgS2|(soLRAj8F!Sa6~o;7Yl~EagX@| zNz*H6F{Erf9AWX$I|hJ)jx)fz=Ml^Yk(HIj-Z@?F_%rM$KDiel{-8i?qD3Y|w*Dv% z^8{KGW`#HS9AN&-?Edid$JlY5ojs%trhk6R7$A6WQ}_GO=N8#n0J%dGQwD6E!bOz^ zhH394ZDmaM4$5c1I&2HhE2j`42V^ddV2a%D7?hnb&F`GVeER7DjJWVDK6xc_0at6O zC-6u*5eNmfmcu_m;J?}oX{4h2YLQ%(EuU0CFKctK4680c3O#m9VYslcrJJ{2Bvn?b$mx7K!97fH-0QPLfYA|Mm!F z4(i82zAC3lAzT$00ul>C00;0?#dr5r@Jei?Po-e9cW99Fu2Dv%@`x$>A2BzCBbHpp zL89IiPW0s4=KT$*-%P|&FoWV2G!Jwpg=W2JKg6V0kGCgz>rtT^ptiT zxak})7wi}`5JlvSjGJ*RvQy?iJ;A!uA))B=yNH&WHOMb6&1Z{qGw=m84WB{Ti~}!+ zhW^kW!2BRi=j@ZM=T{(xtNO-6&!F^ssvnfdODaDOr0bnMi69fr+GlHy+G7Pm--7&}u4fZCF1}vhnSwwfN z>+gZ3s;b1IcA1 zH2U(VR>V$Q0=A%o?xu4Astub-2MWN$Ot}!FtDlh z%@8?#x8>9Ua3BCX#d?788sx;EC|C)oy$}Ejz=0X2fmsSE+QT!ZN5FCKlwX0}UO_E| zoEd6;XV*$-d+sr`HhH~m2*?2K_DA=CqF(X)q``e;68A(w+hv+l2z<$n`9(&&c)d}zTc+bdmiOs;~3-XLOqiPp7;WCoEwagc2Hp8aL`XGOvR+AB)(rNNae15kLUdSMP6#80lv#p6c%xH_M=451&^nsmA!V}3n#;Ul|V-o)($KmA zyB&W?LqKBV(5w1ORrwmgUjoj2A@~A4Hv=S;D*cJ}fXjBt@XY4D2a|(1qHWZ>m#MdL zyb6KZeci_VCAfIz`NfOEoTph!-)94)GNMcdu5ADkavfEJQU{(&Y!s`zu&Eie<2?_wZKw7NWNe?yv`{3?|?j2FG5h#aF&Fi><$G3p!!*$N2(y3LuG725dgDkCr4+ay|`~S)@ndOF!Q?G zgA29&HKZ9NuE*?6O!Y3J>fIQ}gW5*B+Q-<)4<_-N+bBL}GI5UZO~wWrx$h2MFk;Hr zQ7sMN@hlo@@Wf>>n(oj(jFVabL0i;Xw0ZrZ4jOSjF^T65YZ~xonhk66gHHZ*kBL9q z<^~`Q;KShq1j0)%8K6sH>QyHP?g-M6o9Y~VKm1a0@BD{#_5dRDyjrO7^Bdkac0OsY zqiWTh|LHBj)x}r#04N&41mhM@W^?wfx+j<%{FpHMd!D|}(L;gEn^9a@d0@R0JH20e z2)r~3cBiQtuxRn15wE85FkHP;zj6HW0r>g9kLyqV`#Y56Zb9+*@5ATyEs!w(XyZ-clw*X4u|EvI<;(u0vBIAEn z`2V&7%6o5(t+?yBgWzDBpRdr6DVP75q5H_Y5+V*$u?U4C{snUWa+l@)UpR*ENwijQ z-uANGw+egs+2}K2OxiaF`JvB2R<->U^6QDu#XmS+!xyH69F_>6DlgLSZ z$W{7Rh@OAM`|vQB$n|1PMD=~|DE1O zpSu26J~X}Y-(OYvzYhSag8u`J7(k5ZmqvOI}E zlz3o5eKV*!&AZfz2+?~9G^DBR3dK_;49W0q#vGn z{%QMDeOV{IjnH4-hj!{Cr7;S@O&gB3y5oVpuLm{wa~om@R&|rZkH^3(&k944HXU4N z-Cz8S6tT~*t(T&3i7fc^sgp;!mChy-CJ#i!R@kE7Cx>gtvb+xzAdp9yly1Ej_TD`T zu`<1=O?ou)m*)*OjMN-sxgQ^Sr7N{z(`<)GFr+BBl11B-Y)XWacc*TJ9a(M{%AH>g zrk4MAsimek15PHgBf1Q{D%8Q&O}P@;v@|kh8k_NI{+XvmK@9#EXMEH7ySRPJ|Gq(Z z^VeRXXjeuKox{WIA#V@JB9|6jP-(kp59_sg!5gFWrUp?VhJR9M+g|!Rh>0bbm9(9y z=~QpNc@xE|69(Ra3>_1QOGs7DLI58?{T@}z49AP?paWJ=SY(anB}qL|wqQWHomm=4 zP+y$l5VM7U{x@4ill?Wa@j}P;b#W!sR|I)j%TZ`_I{R!yVx8M*vv{6Vm*hpm>r;|; z+4`Q`K)zq15vOqRM5+7jRD z*XO+Vmb|ocDcA0gVfe}R+sqqN!nX^U!Q0TF!&>ap7Y09VKimBz!FeXhFvnnalEy9h zf_COaf(ccCKryS#oUvY}gwYxuZ{VH6O71oY1PER5rK=JvL4IHG?JT!36YQDPWth7j z>&WY01kd#9rB91Q#rkDfQ;;0X86GCD3d2cUAFzA%w!ONiqMwC8B?Bvs67@$zlt zO_3h#_YlxTgc``t>`R3Ij5T20>{wPs%2HOa^RDM&p5OPh^yOClN^NouzG*r2$Trzf z2%fq!sw6CA&ng*xfW(zxaz!D}98O2wSeoJ{s%*ZM<*z$4MijEqP))SFeL#Cj)RTcm;*_YPiXT)UsDhB|9_gn(|Ml@8ab zu9eB?Wf&P4qI%xB++;@<{%N*QB&xOealS@aY}lp4IQ&8&9G6>$-&3~}ahsblaL}cM z*R`pjY|ZR8*YR{JT{{2RSe+--^{G9S!i*`yT;?tc$FPZRnWNMG!Hx5e`&RLHFR-N$ zO2_Y(#oZ+m0u`LBzD`9(hoy!`sYK4$5Sfs9JJairG^|e?emQ!c%8jxWv@vS)>#GP) zEU>!xAieFs4#!z6FDXf4$Ctdj3toM5pv%QnG6m(xY|m3XRmQ^tkdxg!bSBlxH+Rg1 znTW)e5^IG94nF)KKffW7{eOMVx8D+y(e~3sY6TxinRAj~FA1(VuAixiKhbm{lq43)!6h zEGba%@6L}6l8UxxYM*;{Y(l2!d>mUA++Vvtzuwu=I_j|fL>A-Xww(Xo7MEFYpl7+^ z;gTCGi_v^$hszu?U*~M|6I0lBTBX;yOW9bQiBoSEE&nFz=uphptwKffyLO=*?G~j= zFDsP;-eu-dGYSIkqYz{hr64vmdpO0+%;0UAWbz95TsV)0glkqiRc!_H;pS-n+x5w% z6mBL~QG{W`;;7PWdF#cUIV4;zGADF1J_TdU8K+u_Iykqi$mCD7Wg{qfkJ-pSsBv`$ zodjB+iWna1b4M++&+L%h;7$M{!72a!sBwzZpm!`mIIJ1?wRp=I=H3TaR$tPXPI70(njMmI6p zu=K}6F_vFv!!9wh+tuwXpcrcozDV>UN%2Wu2HDyZD999MG|Lzj90EGxm{Y5Z%WY?4 zxyQ_Z&a>CrJ4_4mV+j#PC$2Ujc{u2Z(qhkk%QbAR5=Kq#j1C+g-`+mITiCxp@JD{> zV1p!W+wVMK%XzKHtvRi>`~j2LDCv+g4!Ha(Ssv9YgKJ@|gjBR^7T1Kwk@bhy|Js|s z1|9eH_gfnLbYvpYP&DB+7|0W!d$PV8JJ zYCT`6Eo5!}cqly<53)LV$_^YpU4NZt%)u)|s8_Lb-MLRCrYsEJU0q;1+m6kqU2SYW z9?)dFDv}v48{uaV?;5EYVwhd+rP`RPt7+C~aBM=#7JHGKL`*J2ww@&r6vknp^3@83 zHpL0Irj9sEqr(8m@TDE!MoFKQOr(|xltt2}1@cUoH#)m9ZU(t~@Xj{@^EKVR+=6G9 zTQK>=-f-n7ZM$lf!8v`iO>``E_<<6x=k45rErFtChW^dC$Ws#d@aP&NH#OSi629_e>-I)q)EsQ!g zg~0N^{+xdlZ1AtuPneMJmz&+ey;}3D8p{|r(fxH{2EN=!TKsYho4M8#QhO>)l8?-v zk({4hKdN{E$9#0pD@vw!?pP^Hjk*Su4WjWU4kmYSheGzk1x7j{V`#^klXE}1T*BX) z3hyD#TFp~R>5-nhkxDxl2KK)6)6pz^)1xfG&hB?pFoc#kST4^}gkRV%cH;2&(WZpW zp;_7OC;$fr+TNS@bzcf!xDG^Xt~n~FbY z%U$jK*LN>W>$7)hT0KRx;C^9M5Z|v;1YA9{Ht%3w=L*~YxjP#X+8w3fRTYL*`|GF| zI7sAJS@dFij32_~C-@YOb^I3==A#06PLBo-WywM1wqdm7qTMoyX9a0ZNdl#g_=|RP z&|)trz~K$31u0LhTbE)mDpoXU>1fpo7GDM_>cJ1=e&Rfe3=naZa{{?4Lg$|O_pS>s z{MrZiug}mMsfyqH$Qwl~tP@+iq1~rfWPZ7xG>!;-HnD~`m&W>~!*!9RzrBp7%A;D( zY~bc|JnIlBc{m|p2dd!X;hf5X@}0Cng|!0Q3lx`B!*~HH^=P0E9m3T$6xma&ahX+$~r!5 z2jSZ^tn-t8QU1NNFAiDd0McqmR+w03ZN3JV7|H)2S+bt{9$cm&GWS&WGkAd(I7E(z z|6ZpjbEa2Q1&t>Gw-DF;c<0t;FTm<6}OR~53DWJ`8J3j@M-F?Zo4c7SknbUoc zBylwc0dTXC)}`IO;C5n*U*Ga#$9kprw0ziwf0^Q4?v~nq%zCzGX82aW#v}(#g8FB3 z0SGu;ndavFSHjfx9`2}E20>EYeR)0E%e`{6>f~lM>MCJJl?(L=(0RI;fL5gT_fbzm zD8M$_6CQ(sgES=ot8#LlpXoDj8NBtCC4-Hr9dRDBO*6mGyBeYK+RNlUSZwM-wC)Uc zBFXGBf>6q7C6uwWbtLbQMz9-bf7Q3X9d+Ri zh3tn5kfg3GMRJrxz6x=^V8Qivl`dMjdN(_e3<^~mQv(HxTny}#{Lw~D&ZK7NAp3z{ z#hOSJBS)A|tAo;EICIFSWTmw9{g|}0pc}H4{AcXznvguTL z-+9q=I@HWRU&RKc*J&ypq{AfuHu2wg@e6ASPbzNxA&nsP{<)hemXA+!anm(Lmp7f~ z^ztjptdVxuW3T(MPOZ>{$6cC)#fDP|luBRh!t~^2)QAl62`f=8E(WzaO^MrGs~kJ% z>hWFW$I@YhHxI6)McYG3Y`FHK>9n=E%(Y2O(g-E@ti#iblcpfdR+8DY2_m_*qm{G5 zjG^l2y@f&V1vgO6eTjV>Qghd{;{hlx*`@?$sO<+h!UEWzLn8z+uT{0KDp5@jUIqXT zA9uwIYlxJcqeR4<&8RD0BdyxhztIy)<@{G+4s4e(v%m;}T8YT~(rwDNtKU!*AJiyg z&8s&cU<0_5sx?K%ImOV;d_BL6Pm;<0#>P)_-k@gTrSyaExSC${{lB~G)`BFg+E^B*)=7yS9Rzght3 zF4uzp?&(_yTdtFgJ26O%45Voa@Nx~fJn8+m2@F~m)K3-Shg4mT$=8mrTW^VIbzQt@ z^u|g4F7f*M$fJz{r#n&X+u<|#mXz1GVN zduWt~A&2hYxpN2j#BZ(VkMFbAv!1oSv)22KaOa-0&yLrA?R{=^4>+O{M<3(6RQ(}f zZv*=9>*DM2Z7ikm?TC=QOn>Y`gr>mF$mA#7<=1upyh0-L2}~R^0Ek97X6{E2?8=2g z`}XGmL_fT+^5LMegx#InyMLuK!a}~DQ}CYn=X`$y&apwz!pboLFM+P`Y=fb?&}n}J z!h$StK|kw$j*&lUqKs$Za&;MMPS(1N4HPI_yy7IhplY#``Cltb%6CTyirHyChsh z{)yPnilGkZonyZFBgIA6d?m;Vm7yLIIw4G^03_81k#;4`{)1S#$FQ;c_xn(WrnCtr zPfr&**!?0Ue$EZ?eM5!DPipCo44m{so2H;bgxpvjHiWI7IIPq+5;{rwCClIz%Ze3WCAHfLmXB^kmh_4xWe!MUmttccw8AGDpF$r#SrSJ0}HeQ z-K2YPAmW$fa_OE90-SM=cp@|*;M*omsBbgC8_G6wFE`3EGPtDD_zZXGr zYHrn1EV7$Yy6Z(bveD2uZ`L)(rswUfbv+5=$l3%ck(&AF5^s7rg;EA!i+wt)3_~6dTxYZ+N+zk9W6*;`+D8WF>HT?&AE}2{p70A#Ti(x%K)T z9liQF;hh-{@I+O;arJA+ji`jPXD&sNo7>rH`msk)YMA$Jmk^1dsrt;3Ue~NV9<*U5 z0`y4ccYIcW78W}aW*0lEX5H`qEplw${FTQ!5?fCv&ad(MzF?*^**v(W7(C|f#$G#) zDoqmnlH8Vl=vzuTq`ET@PRBCVUivXdr>kF5yL%yqN6+Q5CXH6UX%ER0%fN{@7yio!)oBZx)YJjM}Y)l~zNo#HON+jf`O4YlnV^zTe`6XOWrr zPZ2z941X_gccWsd`YYrh!}7p^r0M)a;E~F zgP_H&3hiB!oGamJo06b_<*gcpQ{-lUYWge(;Hi&K1o`y!WDAT-8GDdfmm1xCJCtoY z|F+PeSL+JYspB; zYa}HwyD=^%qPP|hw*(%MQL99OXREAkuw|-CxVXf8C-??s|n`=EE ztyQiTV8O7>o0peg-Kae9+7gPZ!!hU~e@QjbP_xF=u@qJxr@Qi}IUksb&N_dl>wL6K zx<*ks3rbCV+u&$>Zve&^w<+X*22Ui;&V8h0hnDWN8Dh1P=d`M#td)Ofbyn#4w-*Qq zFO)p@=Ji8!O4H~f5%Di(>sGQ}ResYgs{+a=xdb`2%Wc0dnEaki&iTfiQEp^Dm?`jT zW-{39r=9uWhaByG`eye~-^goIZ^pI;s|TazJfmiuSygvU9u6kPHEb=%J}a=&1&Gm+ za6hE4U`-VKi6(|NT5DO{>~(KLt(=+-c)8gO!O%{gd6Xc%&ow@B<8%k`TafjvJAeRU zIryt*ae|YsDn#euT8aq> zIu4`tmMbEQ{rdW)Ts~BG0_AH3YC0putaf&PS6hDmhJt@&aHXKfmO%%D-o5^Gp!n%c z7w5%aK0)U$tB3MfT5MO2kyTyQiz2=GFaldHvNbsWyj`#Jp;$%hP19H0JNcK=se&VZQ z$zE$`G5Y7m`{4!v)6jo8mhA2juC5J%hkG2aK&RPqWt47aN@+nxbh-RA2J(6E63JiX zWv8&WuRaGBSX?v4#KtVPm7WN4ZjbY%uYmN-)ez>llm}eYy~&5|6r!#M$fsRZO#xo> z?Q8|KwnTb1s=&3M$Kbh5wjjJc)+ zf{#0EP2riGrhjMjHJ$E9Z9m?6|LMF3MUWH6?KQ2arM&X|b(FwyS-R$ITIC^12rS3! zJGqtY&OAPPtQp9Gy&RneG+=6^an<|Dg%jsKqR^1oBYTBB)6<5Q#Z93kzExm-*Kp+` zgWNB;Wj8vY5SIT?&Co#_{jBV@3KtLe@WxrS>X85vbKQ%q5|Z`Zg{2wz*5|SYXZeG^GM)tS<`-% z9LD3L;Tbu`OO_XL-3WgMd^BQHN=oSG%4YwDXZRKEZ9;zOtoD1|eWI$)%G08_$^-0J zy>PkgDZ2-cgLzZGxxK3l07c6PWJ z-yV=PT5f0=`XkqTfbS`^;}omOEe2IU3JO9kZ}|k&QA)TDhw2lnHowYf8mXI=?{i zHSqoe@RYN=`Cs^n_J1zZs=}x$2`$`*Vfw8O2R2Tcm;&9UC|&| zXsq4J1rFPq>y0Na_bo1;~cmz z$ShN|Y$t+fA~IO&^2TmE)hgoLmqBP>*_DCbeMIOcwL1bQ39c&U8d3lh8J>~^gv$qD zrnzXe6y&f3#=9sF3yW*Az2$o~L-ZNxAYzv2!j(EOTMgl!M4gn~$eO=6IWO-gKuy6n zYkQB>)fyCne75@cHiFy@qk3}(fRqXv3M50_#kWn=S1V&9jE?$efG`fHQ*8odtW_jz z_f1>WKPi2CRd-L}LQcX9?|Xb0pd~;&=u?b?dA}tkvQhE^-Ex36i{)X^f>a>;Up(vY z4sn>O32HA+B4HwgaLvysREWZkm#YZ-CU>NB*K7CbNGB}ce-7QZ*x>1I$X;wDUz@hX zX~`z7zO@<2dySaE9AHJ3#Xu|om-nwFMemlak0@K%KlQ$5CDEG65s~3lyr~+7+tNDb zvM=Y>?oDJ=;cDp_y?_RO_FXA#bSDAz(BEj$GpVVW-d5nIPRO55%9^py_I@o~B_eYy zec7dAg_Zr!fuN)cxkaaR7++CbLJ;seF2J-SlB_Xn&ZFN&-Rt_1PW>gj`B!-QC09j< zx>sf--3<*fO^hK{KEfD9{CJ|OaEqd*65}xVNZsKlZ4^V%iu6wX(zo=yGPD(lCJ}fW2bfwt-W1gNlDJ24QyuKT!6xwJVHbh$F&F0Zj|9L=E@bOTu4lW zi@MR^cUHN9+>o!57G+Sv0B9tZS9HA0<(FYF?@b=zz34xeMF~^Moxk8NArN&Z#A8Pm zfVhghJgW)+nPL(1pVdU2v={7;e1u#P0@Vkgmb!`%p8>{yjiWmLSMY#+xo@l8$=y(f za>wtBh7H@#RQ01;IAOp$lOMoc1DA?bl=&_5SwIno?*ci)R|V(%{yBH6?}z@s^3*$+#P|DA%{bLT3@zldGwmv(el+P6@FV27V-mLNYSHu;ZCZk^t~p)Fr`!&5sy-N{cQZn?a%SzETBmIt-4 zqxBqZD6aIRmBzcH7{nP0twAcqeHWq%nTc!~1#dEvacM;Mt7=l6VHh>BJXyaVlfvdb2i16{;QVn$$xQ-yMT!QMH8Ka(o)KHKw zp@`-tfUH>e0S~XsS@~VoKy`J4=L9r;lnOFtm7W0c)q_G(?VvBpJ~$Mr6iTds?XMJ@ zG_D0feU7*P^%Y2NK83Jhz~IYL>H(lamHSC3c11(*K@a|o1u2$Z&MY~joF}0<1uY5< z!*CxjJ@{%9s2hf>npq`@)m2w&v@bxZ%jI?ezT5$BOa`?FjPG0K=H;)Y%-NbTMr3q| z;YLw797P*^393Vf-6h|_8Xm+W7Wn2P?V-VA@SlHd;i(Mxv;8bEd3BomIeSW|$jJVK zyIkV@_1CP>=+MVr2VaYoWrP8m4Y;cQb?EQsuj6NKsRmS+`v`*JG034%L0bu7K}Ol) zY89w;6p0`#cl=As|3}pgGPycdp2O9>Q8V>KXTX?cUfDi z&|&2;9Db*HDhTk;VG1?nv*3v-px=aeh2J?rAQl9mQnuf*Ga?H#05T0z0Z|?33g9p* zO#TW9d+YOl7k~y7pYDchvqG|1jEKc((tXf1$pd8jT2K`7N$eka4X1Qi2bT!x@N`VJ zv-a4Qct<|CJj3u|lvT)P_Mn;|K)pyXL|s&T7P+J7y{8i>x(rHlRc~lj-Vg&f z-W`CHh}|Ovl|is@swO9-ZI>Y$7zA{qH-3%xCP^WAvXeKG-3a%no^4vaXI99$IV?>1 z4V9NS=gnE|!#2e|Gq@o!+^g_FQQ$a2RIa;RSDC9(C9<9Ssi`XI2z_K~2xOQa^Z&rZ z(oV1Y$1Cy#)IM1CmG|4sc~pjc!W6J0f12HoUZ={Z?ZbzY0CfPGEvJ5aIOrn~`m`FP zgv(mr09em$tSU zyd~wMyl2#sA4M#`6?qo2Ya}+)Wp1%jJ>kd#TB@h|iwR~#{BgV&H|)M^^J(dUI;gd~ zBRU3>S~L?*U7{lOQnhi+K0BY773U7?~fsf)j>~^OKWMRRH{_H$V5)6*!Eolj&ZreOh;6t=ym^- z`_d`ot08V40m*e&{Co`)6s$>L}L4O-~Pz9W2qJ0Or<`QnuN2m|@dvvtj zQx^$qERT?gKk4*`;Aw&g1>rBr(NV7)8A|hU*9K&W3D&|~;Qv2ydG|VdX)tbv6M-RL z9xGS4D<{e?u4tDOcyydWk`gxe(teRhWc~({opt`QvzszoyXR&*R7n-)@3PbJgU5W| zEd|dfE!@nm~6q_aN-Lz`n4?rWiiDxDd37)&el9(v(oYM z)Z2S|K9wXlO2vGtqW0+Be@TL{GGDIgqg~UU$#1Nse-NSJ;Ck#BVpK!;y<{qt3g`&N z;|EuO+fJX6jS4|pvV`=zEJ`YijpY}?1(A+P;9b0NO!8>mgqPbl9*&NFg;E6)+lHYn z7z{-9`4z6tEJ@ouN4S*MDVx0pZVBg8(Yv;ckW~@bB)e(sIeEghhX4ywxaPp4TYp7; zoRS=U4zAddQr{X09N+*&KW$DI$R1(}31A1rFh#4vsF+5tN$+Erf5NPuG(9y42i`FlO+$Aqrn2$?X!in?pPFJ+)Fe| zF>V9jWTizgxfOY!x5DVY&;~Yx{>g{{EmTm=T|A5UoU>wxyaaXuz|IHk(b4R9RAJ}R zvfTpF?qN#07x9X^_Q7@mt%&+^n#MPFaBk}@(+9D&Vn8!lcvy+m9O?b=HJ*lMcNlw) z@-pJO9+Wpy)X?K^yg_Y`A6*6>{l_PudcLyTR==v;Itqu&>SsKAB4;8@Dd+n2>n`v7 z1^YR)XW7NY1ix>qwU%zW#%lBdj${#PcFVlZ7W5oy9s>=%B<&At=LU>Rr}L&K%r++R z9B@Gx)7nQ%fDR- zSnKkHz?|-e6yuFA2i6Cg(taas`B(W#x3CpN&5sou$^%oa^3@PH$Pd+kd_9@H{bwhX3|Jq_RsVpi^$YA;GkJs-;1=Ku<8b4Hct3jj9J=WZ1HvVIl>Y>_s*mDhGCVTA-L{zeT9U+kxHDPN zv8-^8W$O{oFp9N@DOYSN7&Tc}!QM^9Z+mC1QScfs+m<#ebELCt73^ctn>#@j$(x>k zP8|g{XHy6Q)&?OWkK@LO%>bC-92;a^sW)W0xsv{tpV*F@dDJvDmbR@ z;!KZ&-yberj(=yB6POf+SRw`Lgt4A;g}V@Kn!Om$5;P@ANC>uqC=z{kAA#I?FKWmE zYzjAo^b$jxt&SHIz{3$8ZD;<{A9M%f+yOu$L{aco$#c;n zA9a~kv#y-gDi@jf(+1i)Te{i+lQp46uetH~F6M~_E|YpZ_=wvDzxDZL!b@q9ESSJrPqNWFI2hi^dTeRwa<+=pviGiFE7irI<^&^Y7-zmoBuS^KN1cBy5 zX~_R{(R8RuFk*`8N1q>lo7wz%eT~%xNob3?RNWBj!+kW=tNPfEv52HwFfep5+8kHN z0-j)}W(by}vzcZerujgadl#xb#M?efFL)t{x7m=WISd*>d?<3)GYc*}x*wfS3@_2da=0Yhq$z zpy%VbX}R~%>#6{gH06pP!Ff*5GpU5O=BNv1e4u^{C}}6GB0#f$b(jV5nJjbO?mn)D za><5yfT#+N=_$}}ix4I^uMBCt)S9W?#d3xua%T1so{W9*`%_iuJiD(75!vWUF+lab zCUDng##eC_ORGjEWJv#~fSZTA0yIwDK+isUVuV(Z? zf{MNlwX^U_A;Hg10kNac9v%7RyZykstFw?LFKam^t@}=_n*kQfTb^a5tB$Nx9szw1 zTB~_ztA=(>g91{@aRhd*k{T6@t3*Xr;0w!KvRi-{Bkh65gQC%Z$MS<7>2t8LCwF;G z4K(zb(X1YzYkL}3*8`(CK7wm+S!`%xzxflUVT{v8$i4=kd`#&w3ikL4&3nj3vYWLO zI~0N;D}$Z<3eYVxCP&E1g6{Y?ya;gXAv%s*Mx*>6lB`@)5$>%TwNDqFrZULp`L$17 z7x9sKVQ`v*t^x%f&319EUx2_ zR`l_-@1M5T$eBU`RZ_|hCx*0<8wp?(9jHeDw(hdb2Lj)n3IPio5!pebJVbUnqAI{f ztI_fE2%z|`4{IF5x#Uk=oMqK)eCTYSLZK?E^7u6_WaASu-%I*=vkEOX#e;|$D2}Sm zDECEn?@>|?7XXi`^wHDw;??Y3D>JTb_YAe7+8hE#02s50L{g=d-+-9t ztX3&e=FX`1dQgGS_F%6F|LaHL=Buwkcisy7_?-l#4e)Ui!;w6fFRkDq^!C|NnmDym zd7!~~H)*s%LgRw^k>C@38m3gTmqQcTP|=z1Bq8t6*|V|>Y{E>g1&Pc}f_J;1~+QnOPZmfmO zd}^v6Y1r;5j~t!4@e;wh?(#LCkXGWE>iDhEET6Zw6T7Rv>B)>|UcPd+85b_q+*??8 z8Y-H1Xr6DNwu_pt8hiq`E`gN6cSdj+L#{dWtNa9G+kJ&4gN>HRtY@VL-)+Q}a4P}- z`>G(1vz51zoig&F|HTqh2~8H?6`hSi1?3B?SN4MfLHq;0JAf-KO(4~u=0ZI2()6yj zT^h9~*-)f$P0GQ%46g8f0Q!$qY@RY!|J91}_$#kjkN%gTn(;%$$qVaP`D>e(Y0>*S ziqF3naw5ldae-J2k&C!y;Dtm}Ii#t_8$0}Wj=AERi;(my@_5PPOy%}M7~AUXQ9gfh zCxL^aJ6CZHw3b_eHY+w_k>%?1XbyE8%7LT7%pl%I?R{g zxnnXNI;q7yDpwpY{Kn}Loa&OS3saO_j9PcW_4suoA+6tV{Q-_XpN6Nsl^$rt7Df{P zdoFdt@Nnf)z8<*UoM7pPl$>izgdCZg8;1*OuZBJFb$h`=@wuCAC%`*$4L3puPhB{; z%r?OjR!h4!WG$vd_O96z*k@Xj4nYRwV0!5DeDex!<+oU&wM_>^OmL|0+X%k8AFN-v z3a3V?qVhQG?*k_7i;BoG_^v0` z4jq6#?ai>zj9;zv0xUw!Wy-KiS-taXCNl$Zui>vCT&iTDw}BxL3h~6Bv@R1ytUPWu zogc7WF;?A|NdFpMBKI_buqb)Qe5xKhs^29Arl@E2_)!qv@o_ioi7>v?>P)ka)4b~# zGU0HTm+&we0c~E9#2lHE{er%Kg>*JPk{?K`PK)y&S@!ypO#%71fR!5QJjdFUpOJ*D zc#uGFvBB{-JzgWx|14^Bd)1IeU zx&p_@qu@|V@`MyCWTC*SbsJjn3;Y-^ReG?be>X{2qOSV!dp0!!hxzw;EN{X2*o<*F zA(j)&VfcDpes(_+xCme=&njiA1<{Pn*Ymtox^S?BgM+@{AhyqedeZJ0+}{BbG*-fv z|J8x%iqCR1^|juYJ5)ye1SBGHJXHbPSf1mPRq%+H!=t|Nsu;w|Of-7SbV?5HMnHu6 z!|wetsXkp&CvS-Q3i*{zHvDQuEpOvi^1N-@93vlDZI-^A!~U8Ke>B=o33k?(@q)U3 zXD_CA2EL-mNjaP~2%a_AA2=8_BPm(P)WJ;-E?s}%yI1Jq{aFp^1i&+t7&B`(Mo9N=Z{d0sdS&EwmqX-4{saUE4KVvA}& z3?LttS*Jxf#T%HpIu1u7TIz4Z4l6^^!oq1a3x8akAhv_1fby7N3F;NX%T!xF`PI>|G5-*?yP5>&d!gPA4$^tL8BT4FPJ^m^u^FSnkB62 zEYbjnGT_u`AsEybuo9oj@@fi&?25ILaf5>Y&HjV~F(^RZ*<4Nq;AZMchX=U_tEIxP zHc2<4{*`!K)32jT+meS8Q^OKp>zLuoLB_ZIkcX#&M$aXLZF@1}O}Cn-S6`X&*2tlK z_fJ&xu$6i70#E_Ss}2^s1>?@2Kk_VWOiaFo4`UAG#RJDND6NQ(cMex(9xk*Dp506| zzW0S5@wE*v9HoR#?ZxN5Q~q^R8XrH7WeN9vR?0hAr6zur(SkCbXX`x*AAUQS51&_q zo(*;m`N=mhv)mdR`WHcA_y0o+S<}z1q`(-dp88+s*4&Izc;4Frne0#^U%biufJEZD zV|m@ta`+QnR^cS_Lvk$nTT+sLb=lbi2b00Oh@wZOxVU$~>h8CD`%cjN6&`U*rK`y3 z=}*6A{X-9co$h;-a-);dLqEG7*R&L+|D4UaF7Ik4GaD;P<8bx$uy^c?`ZY7Mq>|nw zKM+I<7G#D#puObmx%wqkJMLOAFsSGj9&3?y(+n)B;rUF&_^G0u@N%GtJv}{A#vJw@ z9~u@vl~eXyn!MTQzeELortMfFkMmH92{-@%c6^rn2c@yk{SdQ_u*go(YTEa|iV(-+ zRFoi=uTr;ijr+j%gRt$_dE?vqe`Qx;=}G?cP&a-2_W6TtWm#hUtg%lwdv2=Ymxjk@+wyhP@HPn~0X+A4-%x96QC5Q3QqL0Dk@BXAPg9}qG93ulId-;>V4 zTHF6aG#jk;{oh@R;gH||{l5qBghg?Au;l%ho%x9VY15E3;b!LOsVL=0B~i{D_|HCF?Vrk?vS6lc0iV%kbVSm*9HMtZ+wC%qU%va-@NG7gKfw0U&%)n<*XRM%W-o9X>gs@G!Wh6F^ ziR%U!e2R!U#I%Dm+~&zh1KYw5Bd{EQ+R(GzmvVB+!~=&y@5jD?PMAl%LlEFoA~3s?gYhwn9oHx&sKUQ5eGUEhIOLZ^UN`(rcgd~@m2hP9cz_YvQ4Wg zC0^7zqz#*}0*IDxQYr7gTZy8D1|9w<^uDt&RG*9eUwG>{C%UO<>D;-X|{{>|ac9KwK zAEiU*(7-!Kwrcs>JS=krR26XTgI`N1ysA4d0ZSlfL>1LEgp4iUZ9LEj9jvV?y|m2$ zni2Ur_NNDNWrz<+b$i}ble(oVY-}7>uLgP?4^Q4F{On`AWLK3XICn)4sAxLgr57nu zo#Sf?iC^n>MJN#;h@}dPb){g?yDW?b8$-h>nfF^b`jFJa1^kZ>qjsB)es;;>yJB!| z0$NSSv&J($pbn5T(w?3H{TIW@vj0$%*=Vd zq=SgUOHB!mO#fGzYEf0ZDpdnlYUUbw+$EbLtDmBXM!&3uOU zB$x45aQPJnsNx`~pwwT!;%l5lACzyFFz`Qb%f6t(E$?iZl{|H{0KR$*48c_Z=Uj$g zkp}&aFKM5WhHPXOuxlh~{2`mQbygPK`KG6{9^%(sHbS2@l|@fOqdk$YvDp15AxOw! z)lP4AYm2j)k6Tm7;c4kOTH4J=i=PfWLD2%Am(K>`LRVBSL!$$!CRQ9>)1c9pUuFRD zpb}PkWYOL_NcDz*d?Y=s9!{nfCK_@YrPf*46WsI|iL1S{;r~^;wZxfO+U|GlVwkC& zMnkyO2Lcz{`qH(J6C~cxn!R6N|Au^KYEG0XHY;A6n?QFTeLf_acY*357i|D-_B-$!%dEU6Elsn&O zuy{U72BUguZ-W4d{(MINbZVe8+Z<{u=1f$xN%1f0^-py9mVI+IY$aK<4ht+$Tf}8t z5iU{1r<|fE{(`(j!>JG#P|qLK*v6JyPS0!VJt%47HYB_e`^;W$&;Mf3#nG&vPqLO{ zch_gXvU}vE&U@)aIX8VeF6H^K3#ljnn>Knwh__S&M;Aof;oysYme<=BdvkAPl{Q-3 zX})#7THG_R>Jureakoe~vVO&;Vk1$Dv@EFqdBt(5WXk4w4@^esW5Skk*Ql#4?K`b76N;_QD%=OtF6nqJ_c4ST^Z$^(7CooW(o@BpVTr?HwTx( zkXK}QYA4U?ORo)bcjq=g#*N|j(pgT3Yxts zFmfL(G{O)y_x{8*wzPq*M2=8YOiXZT>vH_-3$kz*fK&8IF%AXa-ee=sXO{=6uol0dd0`iBkp~NFZvLApcGgu>W7ZZY- z3EycmnKs{&2cZD9rF%b)FO)q*QA@HLL^b|pMGp}ItxUc@MHi<^>6t3L%_xpw&$8@e z!>=wC-<;G1@w413zEkip?wm)%6GC3yfu3Zj;?vbvZx-HBSI5qYq+<*lW`l_mBf%?= zmckX*c1o0+BS|th@`#43MQrJIb=UO8#AXH;zjiNo6PfP~5OnT1=>-j3No1e#`sOQC z7lgPHl-X~u1sp+%@Q0)zPvPT#cfyP+Y?;v5oAncw2?lSinUn4-kOwZbbnP*!$gZIsJt-EvPTGVIaSxH_O*vm-oQJ~ z)e8W?7`~5m)MOD{%MIqkxINaTL=KyqZ@X7l7ERbx21IS^_gi6{%t4S4Z|+i4^b-Sx zUzvy;8mmW?#sa6!*jz{?K0-XFqwI8RaB;UFzhNuHvcZTNmjJnLz=?4>L%4ulyg}IB z1SzH-^Fp6x$YFWw?*2Bs#@$os$RyKMVPn%yMgXC#l5rm2~hG6S?pIUQ|gI<30!rH=uJo(ZatA?QMMsO8^qV4^{l zP4+8F1nGfXd*S{Fh{agFTG1OSdQmn{9XG;|PYeFGv4?^cuUF9TNv7@IlX(%+_t3fu z+~9b#ocKq*y~R@3FH__()%qM65#GN!)s11PqR{Zqd*K@O7A<7Yl^WLSzfov5E+5oR z*hB5Dnx@AS&|u3>b0Zv`pXyPx=UzBPn+V><7V2_(T{o(3hXt1jq+JZ-AthI_TTPya?75 z?=N1?N)^5`uZ3NGjbwjF?Vz}vsqyqt*Lw`r${0d(xVBMkq)DyI8`A(pU-a|ci^RIz z=a~rZk-!O^5CNCW3a>zTaT(;ruha-@pK|#5#UHHT27CDmt_`|ZFvRvap=ikh0N(QVYBfC zv6ZH}S!6z>XafmEA&pGOMqk*epOeGG1fG#H2Kg$nr#v))qNOwyb^rIRmAT@T^2ZUV zP0k?h(MCjo1RtB$#^1*iM$V3&>}NpT>zlSG-H%+mKO$^1MlX^gh|^0nBi=*CAkODe zW19JJ)o<)gnCpvap@mLU>Ghe~#BgFg7H6H`UjcVa9peK_oK z6Og}$&DpLE)j?Dn9`-L2Ev7snCY*a-L1$@1jn2yXZ&4!mwu2)^Ksu^p10=f|vJ<`i zH!&#A7`?lDy}EMA{v@Z38&2bP&-AVF?iZ$7ULew}Q%KeG@Ts;Fps=~;SJoOY_{yx$ z^h`vMaOzREF3g+nBKd!wx**jJOjg|Cb6 z-=E(XbfUMV%;rLs&ik+`C$^F)kA%XIi%BSIp+zM98|;z7DO>;*PC2hEBY$K$Jiud% zb04@{?=W*gSp)3512TH5)UG0(Ml?0$X|;A`Jg?N`%u2zoJNy`Umq56j6}?~hN~gKl zkZfg$%8!jfSjZ|6do}gu@YyH#ofMhI?(9~K(9o>zaMN70wXA^*c22}8Yie*LRj(O) z_t>Wy=7K?+AFboe8{JCO{quZhZ^_X|S;XSDfn8i>@f*$B==@o-3A^+Es`(e2luk2p zQ2yZ_pl(7oW=8z^ee7Z_z+keda{JlB=0=dCsmq5QPaNF>%LGti*d+yCi3mOy@chD+ z18nL+E>c`3%ICz2X&U!kdj^~i+BR7@bJu}lvy12}zX$|lA9!Rz_EnPG*sV7jRRCWEtZxr{Fqc2H3Fs-f+f~S*Pb$fSA3Yf*=xh$i90t_al`0g`HNwO_X7M9Q2SczZH$)cb>We1K7dJp}pjP zs<1X-8yjpBBwj_@G3*%*#qM${c-ZY(bETJB%k8aK$%slq9EM1Eiy5^`O>&ww1LPv# zvK+m8dYQWox+Z$Z&MGJS|9hB_w?Sb7Z9eX3-q0{(C}05lf~WY^e14-$ejJ}2>m%6P z`Ov)Ev_;BvNwq(8rVB7$%l?Tb;rX;XI*Sw}r?0iN6hz9xWO^Bn4*h3&xi+uGgcUQl zL1hbxNw7MUGiT%+_ssG0Z_oPIRRuwy)3F{Gy&|-=Y)M2;yWP)-GS9vo^HHeC&amIE zzW7W;8TKpnK1Q_dj|(tjvwiw*)%_EX{iyi6U6R2*yYwCbRw{k7!F{B7s?u+NJnTy5U>AzwU>G8dM7FYzSaB$WM{qVg>yN zW^vUG4?Ts3FfcB=&3mGj{#CE?TYo8(XlMpkBRTy~vl>0I#(Xe&C6I1-H{8KF=;+(x zU`wwT|3LoQatAN2E!t>CB?yh>UUBqBiaZY$S_}52!uAj^Y0jObk1ldr$)pbM*eEFL zvpu8Qxkk0K`=Q#K*>tz?=v(FG1*f5>|E|=tc%?R@*EbNjU3v4B3=E zw=>T~i9o#XLL%y^U&}in@+Be3lXP!*0G{31d{z((NeA}9Vqo?hdN=<@D%#DNTw6^#?Pt`nNIeX#o zuDt6osA)vlH6?%CX5+#kl=h^W%(aC*z72mOovySHLP99?8F3(b=Q@ngp;h2Q06#;r zRTO94l;MhFggoN_SI82$LdCE|*~+`p)3h0Efka*7N(A%=s^ zMZ@rARk$lMkFMTGXNHZLU;zAnrEUoKAlY zDsA(D0HQuVJzfn$K&|{QzrDXY`)RM7tq9OL!Ij^7!#}NjtBz^yyn;%{&;3xfwp&8o zYr6eL75#2B8H;38!&7owpySdQY1 z59ZAYcg>zNDwnxHuAIkDy0$B_Iww+7w<)~5J~0#dfT8_63(Lo@?8iZ3Pv3L>GxOy0 zlk0D7#SKr_c7=vYlI!1JJsCrTesQDz#e2*%HnEPo;q~Lw9}H#^j@P&;aotggrgXCn z=nj~qW6L6|r(wxg3@iD*=Ih3RN(r~5x-&6@;r@N)C8}AtdBU#S?zZKiGp|iWwL!+# z$B3iZ9Ldg(4Jvo~WMhsCl@{GxwYpYgFk4qbdiAL3x#66i;x72HfZewmYs@NJ2k};~Pdo%8~P)Q#(70@-b0{OeEjx z6v(ybM?2}p(TOn)y;*E#^-OV9xJ_U~fp;qPB@U>l`GL5B+vASbA82dsAWGaDqW2hc zRPgIv>GaKQdNc87o1cg!U1N783AGR!j9kG^PR}%L6b2}fWWAmUh3><-asQ0!Vtik= zDlgE3x^T%L;%!c#VN1?L>&{~B8j_=z*Mxl%BS^%NS0F^}XWsx>}UH?QX77rpe8KLgm=~m)PO$nqn1Wn$*KlxPDe$52eU&nOs)DUIq)Mu0; zeIKukjC47eTxPrLZf|S(a0YYdb7yaW4eM>u>&#{Bs4pwMcFH`JS&@UW#e;eEz1ob1ey1&h0_>oJmqc zYY_RfG9)>K`MA_V*X|q!8CB!+xF{(t#Z6bs(5tqczWA_Fu&K3XN&pdM!K|8k)b2H0YMeV6!kW)Gbc<#qb zH&N+geu4|@SAoecp`WO+JcqK&!C<4rYCrrXDwBSWB`2yShhZHB%D^DCx!&#?W{Tt%)sH2t>JZfqSzYdr%+ zf(&ZCdU2OPE4~421zkLcDEX&Jg@@(Z}_vYw;p9<<0a5}8>u0Z~b$7=p3LEI~6WM9Hz z>R&n@@q~3}C+m+l(mZ9a&dp7c=>f?!Um{H&Hnm-KzFw-aTZpphJ*Aqpc!Ie`Lx!Oj zb9FO>tc#9%1wTdION1;==y+P4IPUlh@%A0JPM80>2|7W)=R3m#->V^$YZ8g| zBiNo5cX26z%x4-PeMHx|;VwP8aw(Kr%U%z;EHmZ1OQN-**}kfXWKvkyizv<)WV3zr z@R zfRU2lSLO6$R7MX$}-H`9+mTrxHagjtt-mAzwa)I$RK z0ayjiNrrn4R0B~;*JZ&Z1%sAfj~sOm;V_hVieY+C%DL;KJ7vgoz!aZRBO)&6Z|Opa<_uk|++Ml@EH zhlQyYL(ZeEZ{+x$`xTmd+%e5`aEB6Zb`T$de;#}A%7BiNu-;>bUy~sCDc8J_fw}Tk z2J&%D!V8v}wtZTAn#30CgKBPhwd`>EI`Vrjh3Kqd9zg@WSYF+ zAGN6;zMwL@4el{aK#d^yt_Zz)`Lc`MOKPMze5edSwA|+sDO@;Ud|JbB@QjR zgP;lcl@~{om#wR6xP-Y&y1?T_#d({q!`sufNLj4jRlId^_!wkA?ZGcN8=4MHJd-hP zK-t>?l>5~Z<1%aa2Kkgw=ZUeEdQ^yx3xcoM(b`EWg*s}|eVe>~7oE zMC%9hawh74B<(PSOGpRq@+crNC~&T_a@pqTMWpj(a>;T z2olTlw~-V~#GfHJEcZF4S7su=vtHr=1JIJNjsq|k*c1$Q^Vc+sY_F^9fvhJ#hFW<8;;p{l zs>Zif=Rs95YDc1}TE(e-&jUcn$+HtZ9_#~woyA@G6guD`JSYE8dv6|9WBY~;??lF= zflw)-@UAmNg#M zmK=f!-u&J|9n~>qD{@jE+oD8frtHx>`TFrpFRi|90#5dtvy7)H=E)nr7gr*O!HStrQ zip;1L=@d>ijwjH*_%6xYZLDzhU?miz>tmlX!ARQreD>RFk1BdT)LrSE2x~Frj73Ao z464)ekjTy83P}(4$*&_twb|2pg;wSRhV1M&W2`>4>#^Xa$a5iY;gidGyVgGhIjl&C3!`;5}-NL)qPN`o;w z`^$ec47akguf!*uEt@%+lcIBZcxj5fQLI+A#$fl=`|T@Pk0QUz8bQIh)3$4pBg~|$ zaQ-D=bcGQIi=$Fy00vmMbo0h^H*`gYya7B`sv(Oaj8Ef0vUNC4MOoV~Z{05*eSJQu zjONRaK&T$$$*N#YEWG-{#+O&&?p{C$aw86?>H}EaDS)hwQQSqVr2@NCpPV$k{+7FQ zM%jrxMYt7nt8**6mSgUyli>FXWhJG5W{of0)S69CJ!=@+_UpYEpTRB-@nq`)o#NFw zm+eN3OP3P^O$*47DG^3{@bKa6Y`FJ6dn@@72OuU5?t`mfe-iZbjgy{)J%LZb?b?`A zDbqE1G9E_-1tq2YeV=aJBlumTsJDmwC-v!5i1ZZKl@T$ovxZ9}g~|{oEP=5RR>3Vx z!BB$p)c8J00;tlts9OpNB&mh6@I>4@u$woViY(q+Lh^4Mvit8lzeG%KVNpz7Jb%b< zoYbFc2)Ntf#G=L%@UL)kawWXh6tOeZdx5AjqL075R_I%21y)7|SQF$xtP|xK(^r`n zV_gkU@)Jo2n*N+aLcy`)VhiZlcGK6>o`L1d&zr^8--Ra+ElX&4i)B*64fG@tBN9$)F8kdlMBR6L?;o*f4Vg`ZNU`FQPrqT+k0r5-?1kUxU5VV zfjZ(@$UC&}i)hmS6^`D>uT*xPX)U5WIYG?__h{G_Q+#=+{H^!9F_^x}D)|B#{&&Ok zk9qc@n{&l|rnRVFyw=kw+y*p_gPk2q{{3t+H8t${)2CIY1nyY}K83rbHLzuXe@g8s z8U8)MXV0Q9|9j_8b_?|{k4-hEIS-XZJbmhXi(=p4HWTp2V^Ikx#YALEay%a=6?TVZAzsU9RFqN2M1bA}X z&)x;z_-v^)l1%=RL{LxQC;n!_ICo6G6Yhbcs9v#9e3K|i8{Sn%YDi-QMESEvJ!m<> z5h!1xu<KE9{15-WCBi?VKT-%jOHe{pja>aFs<};YfF2n_=!OvtKr#t(&ZaWd9D3;;Z}=C~8VEwjGyKN$vM9pXPb~Rk0y6M*e6DP9QO(!qv4GVD5H( zeM23BJIqbe{c7WjBxR{x0_Y(`uHHO@{=_IAEnoiqC#=N@i~{BCVD1PGrcNdqKkp_! zGXcjO^gNjDwZBp{X1z-^*P<|SwlK_33o>}gnN718WDiEg!Mq5#w&(E~K(#Odd8rhS z2E+Mz`=1W`1+POX+_ekNEY6>Q<<$SV(4%+GdA85uw0!|8oKQ#m-NVfEJie76=?$|+ zo$eAXxA5etuomLaPofdTQL&H_5BO4=?JV=6;g?GCi6S-<; z;RuqK`MiVgBu9=@TXGCYg1K>!pMP7;kmShxuJ@!>&kwzFT15 zG%bPp@)TqZu4RW^z#L-*mY;{T4ub*5zM$u1AXSWj1-S7$z|mA(Qjs-1W8A6H2<0sr z9xTik5x&v4Oc>ldKLdsRgC_0GuEr;fO^mzZFV)w-3N(=tBT2Hcq9jstg0S$Q z`*To4dH`vy@d(d4P$(KZ%Q}6l9C*R;LzrUgBLIegMxR%&Ks5Gve$KnAsgraLEW;lQ z!x@fIpQuOIRb<~nTetMW-_KZHM!X^i(D!}Tpw^bp6@Y?qlgr&y;F6#qF;nktAWI$B|H|IZ? z$QMXVd)W7afE1Bs;Q~?>x_+lG;gIz$z%7HjsU!T)HzT4;O zE5ejIqi?!*wf_XdHrT5RHKB8TZIeCqlgO9vyzb;w;*A1r z3`vBx%5L`WoBA2|r73OCXfh@plCAR-tM4q_Mx17_ zcMebiKr(JW%QjAcC&GuHAvg=#$gT~@*F;V-3?T$;L9R8_1Z*H=x13TtZv1nH8Nm0T ziMP*szdHGOYjIyJ`=%98^l1RZuy={mno3If3%!9o@%ZIfrRyK0L*WSH0WqryMc6$g zG%tI%IxmHguY7_>54#2Z2fipV`AMbcl^4-V1?#M(186jBQ>igf$(h3C^T$_K9!z$x zbg3q#ql`Ru8KKn zCuHE7*a0@Fg)K#QSrCnPfzUS`_PA|Ok|Px)N3hx>sw}O!>ictKIgIDtu=PQp*07Y$ zZh*}@_J*$y+Br~jV9_EOq&hV@!a6GZi&CNo^Vw<$X2i~4u>}nr%n`D(Hr@^I_HqQM z2O`Y4MY{cX){WG(Yn|2ErWM8&09rf1(_n_!=`+M3b*Ho*sYLs7R1}e%flMK0W%G{7 z(>?}@=cEtE#!^v`EJ1V4zShjW`ZxNz=5-p)!t5Qd7GnZ998mq_j%jrWN7qt?oXN?K zW769(#|FWV0#yYRfRG>+)CA-UE9z3s*8=qVI9LrXXM)HoxEt4)6!KJ{tw=;c`giCC zOqjIks!617yh1p|OAdyOe$#-8mN{kkzXc zChuj>Jm5w$e+QKU2wb3{kFd2XlwbVh5|ysQyK!G2Sw~M(?v??*R^k2Wbcl)p@5ewD zUMP7+77!zqu8odyR9z+qb@>2z+i|3*r{tXiC(ekej6D6l?jKw@u;hkmys>X=5&n>o z4B6WDYS$NlprviCZ&Bum+pcf~sZ(OX3lVXEM@ztLka$>BQiysAw8Js(kJ97t3lB&~ zsu2njf`Xt1O_mp7p@on?N2IW`vuoff-KmBoIU+9y5l4K)&MxsMOMK$(6^!S?uav-d z70=yGoZd?pnV>3y>GP)>I(l|s%TV=NYwF)Z81d2}82Tmjv-bq;*0fLXnWpYXTp4CjG@_pZ z!T1ZtPQ8rJeUIq7?9>0^?*;yMjJVS3)hpb4yF$W;Zq7fpj?aZciwIX0(wZA0!l!T~C1>vYcBz=-|A_G-xwTmpj?VaY%dMwu(6{t= zrth(-uPP1XcH(uyoV@jAZC%41+`b;hN=iR|`1(vgUUAXU)l)iG`9cI=H}UNTiy4(Y zPYBbGMi7x*dxfoReC>Ss_}aNbOU)slQ45*v?31}{cdNdun0!z2vYmZGIh?Z4eN*E7 zjgMzeVeOWF1TPGRlaBQ8szz$ZuCK2PJBB;F3wPD}^K$-d^ZZ+T+w5fd%~=_gO1B@E zO-s}W25vWD45f?Qe(bdE6?^JFQ=k10GiCB3cDY{#+qj#obhM2#kH4JWmFFG zl!kNBPBQM~f@f^_cqhe%y2xh}h909_Vej}VuK!xj>#@;yJ7GxpojG?&mRKtyD(>S( zslY#bmLS@3026f;8GhVovfyWihsGDXEq+etvhdKGl_0GNzu%ylKE};`vT-pmAcn*Kr4yX0#-AtFC%vdvD z8k3<O8L~ouMv!#r)a0auD`fhq3Zy;U^<5QA)N_Czr`HKij(hP1xGNn3@PKsSK0e zS0Ni=d&5s6d^n>``*$qAky4iPE!$YP%PW)lNpEql#^7?uTn6uRIju!K###Wm!kL<^w#Rz_7JyR$36kC`w+nNl$@);QiD+TI+_A>_53~9_{GPV$o zei-2~Ep6r}S7rA+2rTG-=-IG!kMVrnuRCx&C?)6TN_S_N$7*O$!~NSA2-3@yMQj)W zA2j1DQ!zhAlG;BWQ#evEXDKWip16D8gLj3$m*T9m6*hm~<(-j*6NdZ|Th#ezzI<)U z&JiSj!t$gak+gj<>(`QdlW_}Gfw=dlR&*e3s8|_<`+F(h?EjEL%Y!l8Ic&a5H=K=TBL_7GK|!@4bv7*DzH=pSHf&^PV2#h?53`%qu`Wg~ z7vVR4f@8lhkJhp@R7+ZFISA{t>W%USNEfXt&z)`0YxZ<0n&LxFp@_XfKeVJ^pfEt+ zj>F(e&NW-rU>S+S!6#($GSmH6#ngsucS>C_8f`5UZgzdr*4hjHx?TGB1?gQI6on*j z7psjP^B7jW)0RISHUb&Ogxn*unUyOj@{Ws$u8mn`$YU@{AtAB==2Yw!?$&vC$En62 z#EWkHo%}F=PTP@TU_%QPx|6cjf!)Z7q^4UM-gsGeJY?v=rtU@yRvw8X<3F8Mj);YZ zx+a5xD}2^2RZG9IQsugP2{->WU*6>24M>i`=CU_>Kjjqcf)oH*#-#T_qIPQffG7_y z3%ZlYNqX$|bqr~nUPq2#?o)o#zSq|$tMtXIF9mirtSTcWFl-$QUMmZ~!M0XDOcY_v z!x+dXEsdtg0$NF%UJyeM3 zL)Vq4N%)FP(bc)bR$o8FcO{3kSUFJhPt-TY`B!=nn5U;>_`F8+tS<5P3K_JT5{hp3 zFULWY7<7T-Lekv4s@~!i%bCC=v!~G2G#B6s;;Zo!N-=aK4DRvYp`%G!?9sD6uUnMb ze>F_Oq5KOPJ+z}}_*>EFU?^U%rxh$@vJ{r9P(W6_rJ2-WXOSQk(Mkz>fSK_I3vsSF zlb9gd+dG}wtSE8_0_e{9V`gy)xt}zcyRC1Xt?a(^DQ0)`&N_wJXjG;M2DXe!9m zyNW=h2qzqb(y;h!kgHVTjNbF-fE!9@p_Yyu!ng!NG3(Lrkk=af&iZVFmF&hBVweIb z5!|DN3JR1~s425n)Kv=1jANBt(&t);ds7P1hpaaYpIUl+)1H%X6cYTeJATYeea#-C zSxS1Q^D=~H>Ds5@BT`#7Xlj3rhfTx-4RE+GD5Ne*)+wgG8pwH&H7aBX0Re&K+(oYbEGO@^ z66_9X8A4%&jA~HtmIp7Q!wD3L>H3Fwk;T2w(zEopCjbTD#68Z)ycB_XbRVdVbv)#x zqe2xGeN;z!t%&)rTMs?&k$A*N(HT*W7_l9p*q?Km)TW9BX&pVZ^ z6<5*iS|kOU+$}pxUnlwR`F>7N)_dYrpz5xXb{I+uX-!MBAVugsIM2X5ZlaxIz4)lQ zCw?eVfmO-S6ou)?~32QOU3t80g`^BldnaWN{DU5eRQ zOKC>r%GBun4gzar1h2Ha>!&CV%|pJ9yw7HC~ftI z_InkPr#;lK|p#Kio3!YdEXzBIs>*p@Jn7O-? zGj^_9Bc`@J|B`_Mxu-Nk*~qz)-bUR`4-0k6wtPuj%iS7=t3>t+`$j&eK0_x7OAd_^ z(VS_GB!vs1TPnWX!szQpSX=l3W>Lz3BrgFG9kOm>b33`rjiXsDRDM6ywI7P;8<1=m z(JkpWep}5z?&cdfp^R8sYk4p&wZEI@RCr(*#oVjaMl(4cr$!o2F_QlEzQur zwLzRIKOEIYk1XqRI(bl5wqH1WiSruf*xZFc>fkVI=*L)ih8=6QJ%G9#1Y-sAb+y&b zJYAP^B^uH*6LJs7)WtU`iU^{)wJ?@#yv*h14ySas-$r-cj-i9_Z(j0wukh|y^z}G{ zs|DZ!8zGHXq>RDSrF7UOvYdRGV>3#ELk{hFj7c8&galDu>S7=f4n|-pRn_Tp5^yu+ zezygR^?@AFTsqVCSNnEDi3^->zZuw%1$ayuwS?kG)kS+#_>7E(U!Xz!$Hp0VpkI^0 zt7KiGT6?BqSRmX?M-Y$HsaU!~vRL?@>mdVWmqTzA?WIyPFmhQZlnz5OxQ z=N_A~6~4%x3$aMOtB9@<_4MDNn6SyiX)5i_fo1~5p+89zTj0DN?7!tnVzX*4F0!;I%bEDA`Tx&a=L99W3; zPL7j)^q>WVP_^-KW#+g1;BUuzoSdDP6@jzoQW6E$agBNzrI9Zril)IFWj|&Pa*fjs#zKkdHqt)lq zoFdy%_^DZB2_+bQHpksK{NM=tl2>qKFb4qpy$NH(qrS)whIvxNgI11rwL~}%!&V$- zw8mi?_k;_=~6kQECpO*vcvXY+8I*FG`B- z1wC$F!{E(O9A#M_;`*Y8zXKP0d93&|&?AEj_9qZDh$Qv{0ZCiXHr6oc%D!U-6<|~o z8S_6NAwW-k*`lXaG}VP7LjVxL1rJmX+)k#e3WCUp`wqgth~ZUL7$5kydL{&BrdH;) zOH1p)EOUXGQ_n8e`gO34`k(|enNDfWcL*$6 zfuGao=`BQ^Tw`@I`)JU{GX-Nr2(CHv+e6@Lk)vs_u;6HN$4>tE5aH6*ea*n^g>Wq% zH)rw9ihnAE)cN=Ug`J;OkOZP<3)L&tXdWRst(AnIpB*iFq!5Wgz;YeBUDR3H&g_^M z=R=C3u;!|Zq2vR=tp;Ku%fi-gBpvuXa|YckGJi=W&0hamC|e(b9@O3Pi@b#C*RM)-83cu{ar_NKd}2X4j^9VqTcvtJL0 z&&+2s`1$0QW>oGruX*t;t8nsxk^`!LHwTnhA2JQx@ieRSNwnu!=p@)pIE?&gX;vDV zc&p_y>1I;B=3VFK@%WXxGIB+PcZtkqJ2*+MG{L$nW%y) zVy75VLnj5=^Lkafo`Vb#Pl!)W^n!JDu$a)2JbWo4?;C|L00-OljI zdA}ssI(3=(dXy6?GkKZBb2@IOO6v{3nEs1h>>gy1Upv4l;FkZ7B4!xQ!XoG?~+YXW{S{oO6V3n)%*jU`jg|3j2HNt!xbEaB9{A`CKtrX zdZVCt8O6vSB>y1vl9gM~T5dj$?t}Znb9HnLhfd+U9e@P_)H6hc&=H$0J)Y;GazY~` z338D%84fFlq7h2nqje>WF@%Dr3 z!lh43_O`%uMsMSeKmdlM7oyh}fmd-m-N`T8&D5zA60cGA-&tasK2XFTm9m7&y?4j5A8%hj@vfZ<&7B4FmIyfU+eRqLWrh`$uU{pJHd z`+L%_Zw)s_>rP8;an=U5Gz#SMK!WjB2a^GmUN&5xYWy`{1cI@rrVdU5IpY|h_|iK7dNUMAJFQ6jYOZzdhWX&tt`CmWLBu5hw{WRj*h->56)i-?ns*1iG+xa zhgPokYINvy>w@z6I=kh^zV3`Ug?y}n%WUBFrq<-sMS+lQF6B&gX1lafwgU9b%Yh4G z>iy^dN>j6?1Fw&2@d*PJ$gSh8?iQ~D0%NY2whe?^9oWK-4}03Bg_CVZ;|#2Gaw#ku@mslo34UGNa>s0 z327dcr!Nmbc@|FlQ6|pzw1#eTS7p8jvnjHz+Ti81gT;t>^my)i+jBK*BG?SAJ72sskKoOLYn7uwmMu&{hYoH{NA?nUKU+l%ek4ItWmQ1r}W zKZyaVh-{kAmUeSW00nQC^Hf{f4YgClvn}G*-r;Rm{!2QV$vGLBd$&bc!O1XTN!jUh z?yp0Ns09Mz7-utXt}0z>3(H5S`7xWtnp>LlcU~E`gp`7`!ORS+v+|G3`oFsME~dZKNNRB zTgI9SkQT~zd~qyJZLu>8V5T43T$U;;Xe!YO+Sw0B*M51YB8DxxJ?A!kF!C%SK~c=i z%=HL7K@54BgB;3Lc0*PGO9gGDQ=m~n=HQ2+-~XvW2P6se6)^ePE6?Vk+0pBX9^gOp zE1>cB5ZN0K8i$rg5WcLm>OwO=$m#XPnCU)oe+|RX#o+w_ZhkcQns`0%W5;g_5(j;& zd(Po#F%+C&XCFvFCi4&6;N(L1`Ij2LzaZO_uQQ9(jJP>cr?(SuE)X6zvu--X)8dZR zLb%D`bx$uYDtip7iLE8VQ5lO+xwB^?ZytWo6Ix@el2HycSi*x^F#qMs@rd8+%$kU8 z*VQ5MLG*%t$w{F64$y{+3m{$r)!WP5y0D)UjTXmHJGG7O5{}<&DJ{*=7{k}9Jz=`h_T~u(L0xS!iOIW-?I;-r3YJ1Xt~F{8 zqG|le-}KAa{>w@}|9znvL=;|82%+4hB`@;infjo)y^61vf(=p}( zn>580oc5NUY@xUp_EeLHD-o! znELxUaC*2KbV*^%5Zk#!#i8aagT`R!!`ja4Sw6+iVd0tbui=e;xM@hr40~1JdMD6` z;guHp^k<+J1?V7JmL&Tk(cG1Y#Vov2(>>`~EPg@5%R)S7*&U`YiL@XZ@FL4cqzAP5Ku#QEUih+|L%Y8V&+^Nw1Ep*(kD= zV$joSky6lj?H+Cvx>hiNzA3<5EZL3hgJvgJ2~n3$D_&z*NEo1oR;Z2n*^on;#y=@P zwXKd#2!Hw&@e?VxD5(J5O7c2XYzRq%DQ~_@VOspZCaO=h!-12dc?@v1*4Q+#*&Yy1 zHmqH<6we(g_bS^FdeJ-Ay`TDdN`q^5HrAzxTEhM_e0xZl9L)}ZgQrhVeHn%{89&^m zKWT+70N67;+fhJ6pNWje+ZvtgX}um{a2JT4&MdeMA9cH-eQCr)_0q^6xgRnt@xt6wygBioXq*VNWYy2ZEx&`6rQq3FKd~ zMhCuoP!jsDCM+F!D~_gDfWpuUH$5*sNPKuiMcA1wqsHRqaja4tOGn& zX$IhUXiqjO3Cun$|GYb@(5`zjR=YWt)q|>cF79I}v4%Q^JCJT;P9eJCFVwraE!-=J z9~O51!@POjj5c49d`R}(*EC|2Vz(|54h%@&unIDY zaG?FTyjBP3E*o5z8VB5PVcD6;bUxdMZ4|MyqhGi=2qE8D`i6sTz-YjhMH5!Wafb|# zxlgg`$sIu#)9hwEYYt$(1GZz|AI)#=i$Iu_sCPPfruqly_C33uc| zyMvd7wZ%dk2(TM&i9;{;mHF@ms8a?yhC`Z)Sdf0+yPkPnWST9sDphiDU?_h0+0CU! zzarAK&Ma!#!SMK~EjhVl#P-Y|3>i}&lRsIS!(DAQAU{$=Q4aT1`_ zyEBu?O4YA4^;K#rv&#P@Da27N8=lrJ$jE3Nrc!M#=3TMRZp{5Nc?jNe5%Q zj)mB7HSm6#ZT6*tch#T4U2cE8N;9Ad^8pcHs5Z)wfD)t-6`d3B)IP)%gQRN^m11!f z2+8i36qco~aM0Y#aJ@v-{sdQvZ@C1EKVbbpuAV}E2M9cHQsh31ovQHS8Al}zFhGYC zB=Krz{3*mmBgY5n(iW9RrrsQ;=2Zm4uJmo0|! zZPD`rvq?iFZ@JhGp51`I7tQQhyyp05qb1$IdTSAzy*!#-(ejQ zw4|x)JktFG%R$Z$8*}M@d|GG~#@eDU?ywrBvk`QoSLqpuJ0aEy%P=Yc%uTs=n0BQP zs2S~48SDs7cOY2hG|N%9N8t*7PW=;8&%+QLrQY@--h)huSOGLB7iPE>ws9LA76QL= z2Pnc<(eudEuN3P}iiJkaRin99AVDZ@VoETu>?cSFqFi_FS&ZT`t>nNkA%#|)#1RPuTT~Vwq0ZTc8AS|GTtPaIV%(0kVzD;F@y(#`xvp1 zw?jO#+U)jisKtb2J)q`#M$=^MVuA23l3Fb`%3}{$x#8pI&Kj1^mncK8?zTj>2T&>o z=J+<03o?0r?k!j;@WW7g_y5#c^k`dx#3GBQ*yT@*zI0yZrieOXKT2B@^`UJRUHIFT z{tDR(di5<3g0`uXWuX*et znUeQe`|qLH3oK_4rBhiS56V6zs{>#}|H?`w$K z#ELmC$HaHX9+DCZ>6|Cv#XnneccXO`NK1~P zUCEz**v$r{2=*2Zw4o&*m)u62P%r3{{aqThVgJTxBT#JRur&CD+^$q41|LM>c#?fFW*C1aE^TVm9E6BqDr`j6jy?2 z;qTFn?HqnmU2q$cRzm>%?DbBibNInIqZ`{}?*f-ZJ^7NX}f<(oyp&tNdZJ^om+ZK&vKfh0B)9s@kMdD z7fxX?7xFcNm8eX)uaVv{M`J)g-`3L2Px}aGSktQw{j+C2oiWfqW2WdWd&cK)8~-R|5su%Pv3K$-~p8i%Z{qx^{rWxX| zS*UjS>kj{4xWgsddZt}J(VtgssP8{d?2e>T2-^LCe9_+$XM8?O-#dW*`TyZRGp_RY k&%YM\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        nameageheight
        A484Anthony281.53
        C012Maria311.76
        A123Emma261.83
        B663Philip411.81
        A377Bill27NaN
        \n", + "" + ], + "text/plain": [ + " name age height\n", + "A484 Anthony 28 1.53\n", + "C012 Maria 31 1.76\n", + "A123 Emma 26 1.83\n", + "B663 Philip 41 1.81\n", + "A377 Bill 27 NaN" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "b97a9336", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

        " + ], + "text/plain": [ + " name age height\n", + "A484 Anthony 28 1.53\n", + "C012 Maria 31 1.76\n", + "A123 Emma 26 1.83" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "d3c5fea6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        nameageheight
        A377Bill27NaN
        C012Maria311.76
        A484Anthony281.53
        \n", + "
        " + ], + "text/plain": [ + " name age height\n", + "A377 Bill 27 NaN\n", + "C012 Maria 31 1.76\n", + "A484 Anthony 28 1.53" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.sample(3)" + ] + }, + { + "cell_type": "markdown", + "id": "e31f21c6", + "metadata": {}, + "source": [ + "## DataFrame attributes" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "41c213bf", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(5, 3)" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "8921c1c6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "name object\n", + "age int64\n", + "height float64\n", + "dtype: object" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Each column can be a different dtype\n", + "# All dtypes are native data types, as in NumPy\n", + "df.dtypes" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "84451023", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['name', 'age', 'height'], dtype='object')" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "223462e3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['A484', 'C012', 'A123', 'B663', 'A377'], dtype='object')" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.index" + ] + }, + { + "cell_type": "markdown", + "id": "cb2f33b9", + "metadata": {}, + "source": [ + "## Indexing rows and columns" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "e3420312", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "A484 28\n", + "C012 31\n", + "A123 26\n", + "B663 41\n", + "A377 27\n", + "Name: age, dtype: int64" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Default indexing is by column\n", + "df['age']" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "58b29585", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        agename
        A48428Anthony
        C01231Maria
        A12326Emma
        B66341Philip
        A37727Bill
        \n", + "
        " + ], + "text/plain": [ + " age name\n", + "A484 28 Anthony\n", + "C012 31 Maria\n", + "A123 26 Emma\n", + "B663 41 Philip\n", + "A377 27 Bill" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Use a list to select multiple columns (like in NumPy's fancy indexing)\n", + "df[['age', 'name']]" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "6458bc59", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.53" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Indexing by row / column name\n", + "df.loc['A484', 'height']" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "41496582", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.53" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Indexing by element position like in NumPy (it's a bit of a smell)\n", + "df.iloc[0, 2]" + ] + }, + { + "cell_type": "markdown", + "id": "43ab5233", + "metadata": {}, + "source": [ + "## Examining a column" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "a0929b25", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['Anthony', 'Maria', 'Emma', 'Philip', 'Bill'], dtype=object)" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['name'].unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "b6087787", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['name'].nunique()" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "bdd587c7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 4.000000\n", + "mean 1.732500\n", + "std 0.138173\n", + "min 1.530000\n", + "25% 1.702500\n", + "50% 1.785000\n", + "75% 1.815000\n", + "max 1.830000\n", + "Name: height, dtype: float64" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['height'].describe()" + ] + }, + { + "cell_type": "markdown", + "id": "fc081b90", + "metadata": {}, + "source": [ + "# Filtering" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "7d294f17", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        nameageheight
        C012Maria311.76
        B663Philip411.81
        \n", + "
        " + ], + "text/plain": [ + " name age height\n", + "C012 Maria 31 1.76\n", + "B663 Philip 41 1.81" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[df['age'] > 30]" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "85604657", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        nameageheight
        B663Philip411.81
        \n", + "
        " + ], + "text/plain": [ + " name age height\n", + "B663 Philip 41 1.81" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "is_old_and_tall = (df['age'] > 30) & (df['height'] > 1.8)\n", + "df[is_old_and_tall]" + ] + }, + { + "cell_type": "markdown", + "id": "a570023a", + "metadata": {}, + "source": [ + "# Basic operations are by column (unlike NumPy)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "6eb50844", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "26" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['age'].min()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "a95e0e90", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "name Anthony\n", + "age 26\n", + "height 1.53\n", + "dtype: object" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.min()" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "d5c3f2f4", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_80457/1061404192.py:2: FutureWarning: The default value of numeric_only in DataFrame.mean is deprecated. In a future version, it will default to False. In addition, specifying 'numeric_only=None' is deprecated. Select only valid columns or specify the value of numeric_only to silence this warning.\n", + " df.mean()\n" + ] + }, + { + "data": { + "text/plain": [ + "age 30.6000\n", + "height 1.7325\n", + "dtype: float64" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Note that Pandas operations ignore NaNs (they consider them as \"missing\")\n", + "df.mean()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "fdb4e73e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "age 30.6000\n", + "height 1.7325\n", + "dtype: float64" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.mean(numeric_only=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "efc0dcc9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        nameageheight
        A484Anthony281.53
        A377Bill27NaN
        A123Emma261.83
        C012Maria311.76
        B663Philip411.81
        \n", + "
        " + ], + "text/plain": [ + " name age height\n", + "A484 Anthony 28 1.53\n", + "A377 Bill 27 NaN\n", + "A123 Emma 26 1.83\n", + "C012 Maria 31 1.76\n", + "B663 Philip 41 1.81" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Operations that change the order of the rows keep the index and column labels intact\n", + "df.sort_values('name', axis=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "2ba681da", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        nameageheight
        A484Anthony281.53
        C012Maria311.76
        A123Emma261.83
        B663Philip411.81
        A377Bill27NaN
        \n", + "
        " + ], + "text/plain": [ + " name age height\n", + "A484 Anthony 28 1.53\n", + "C012 Maria 31 1.76\n", + "A123 Emma 26 1.83\n", + "B663 Philip 41 1.81\n", + "A377 Bill 27 NaN" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + }, + { + "cell_type": "markdown", + "id": "7cf9b5d7", + "metadata": {}, + "source": [ + "# Operations on strings" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "c76ca899", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "A484 t\n", + "C012 r\n", + "A123 m\n", + "B663 i\n", + "A377 l\n", + "Name: name, dtype: object" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Use `.str` to access string operations\n", + "# Third character of each name\n", + "df['name'].str[2]" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "c9d8494d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "A484 ANTHONY\n", + "C012 MARIA\n", + "A123 EMMA\n", + "B663 PHILIP\n", + "A377 BILL\n", + "Name: name, dtype: object" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Third character of each name\n", + "df['name'].str.upper()" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "5767c6aa", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "A484 0\n", + "C012 2\n", + "A123 1\n", + "B663 0\n", + "A377 0\n", + "Name: name, dtype: int64" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['name'].str.count('a')" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "a98f79da", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "A484 1\n", + "C012 2\n", + "A123 1\n", + "B663 0\n", + "A377 0\n", + "Name: name, dtype: int64" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['name'].str.lower().str.count('a')" + ] + }, + { + "cell_type": "markdown", + "id": "b2d162d2", + "metadata": {}, + "source": [ + "# Adding new columns" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "5cdbb3cd", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        nameageheight
        A484Anthony281.53
        C012Maria311.76
        A123Emma261.83
        B663Philip411.81
        A377Bill27NaN
        \n", + "
        " + ], + "text/plain": [ + " name age height\n", + "A484 Anthony 28 1.53\n", + "C012 Maria 31 1.76\n", + "A123 Emma 26 1.83\n", + "B663 Philip 41 1.81\n", + "A377 Bill 27 NaN" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "0e97e98b", + "metadata": {}, + "outputs": [], + "source": [ + "df['name_upper'] = df['name'].str.upper()" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "4f35c1df", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        nameageheightname_upper
        A484Anthony281.53ANTHONY
        C012Maria311.76MARIA
        A123Emma261.83EMMA
        B663Philip411.81PHILIP
        A377Bill27NaNBILL
        \n", + "
        " + ], + "text/plain": [ + " name age height name_upper\n", + "A484 Anthony 28 1.53 ANTHONY\n", + "C012 Maria 31 1.76 MARIA\n", + "A123 Emma 26 1.83 EMMA\n", + "B663 Philip 41 1.81 PHILIP\n", + "A377 Bill 27 NaN BILL" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2e354ace", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/030_tabular_data/.ipynb_checkpoints/011_pandas_introduction_tutor-checkpoint.ipynb b/notebooks/030_tabular_data/.ipynb_checkpoints/011_pandas_introduction_tutor-checkpoint.ipynb new file mode 100644 index 0000000..770b63c --- /dev/null +++ b/notebooks/030_tabular_data/.ipynb_checkpoints/011_pandas_introduction_tutor-checkpoint.ipynb @@ -0,0 +1,316 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "8cc1c960", + "metadata": {}, + "source": [ + "# Pandas, quick introduction" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "0f55dab1", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "markdown", + "id": "4b377c42", + "metadata": {}, + "source": [ + "# Pandas introduces a tabular data structure, the DataFrame\n", + "\n", + "* Columns can be of any C-native type\n", + "* Columns and rows have indices, i.e. labels that identify each column or row" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ec75edbe", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame(\n", + " data = [\n", + " ['Anthony', 28, 1.53], \n", + " ['Maria', 31, 1.76], \n", + " ['Emma', 26, 1.83], \n", + " ['Philip', 41, 1.81], \n", + " ['Bill', 27, None],\n", + " ],\n", + " columns = ['name', 'age', 'height'],\n", + " index=['A484', 'C012', 'A123', 'B663', 'A377'],\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "37318480", + "metadata": {}, + "outputs": [], + "source": [ + "df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "fe1c5739", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dedad6f3", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "e31f21c6", + "metadata": {}, + "source": [ + "## DataFrame attributes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4109f1eb", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "708f9bb5", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "cb2f33b9", + "metadata": {}, + "source": [ + "## Indexing rows and columns" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "19ef2738", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8f354ffc", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "94563f03", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "43ab5233", + "metadata": {}, + "source": [ + "## Examining a column" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f2cb544c", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "86388f86", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "fc081b90", + "metadata": {}, + "source": [ + "# Filtering" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "263ae06c", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "318da062", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "a570023a", + "metadata": {}, + "source": [ + "# Basic operations are by column (unlike NumPy)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7260d212", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "49b7057a", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f5a0f053", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7e1ffe32", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "7cf9b5d7", + "metadata": {}, + "source": [ + "# Operations on strings" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b78bc237", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0236069f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5761725b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ce3d54ad", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "8c5584db", + "metadata": {}, + "source": [ + "# Adding new columns" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f6e09176", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f9a552f0", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2e354ace", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/030_tabular_data/.ipynb_checkpoints/020_join_operations-checkpoint.ipynb b/notebooks/030_tabular_data/.ipynb_checkpoints/020_join_operations-checkpoint.ipynb new file mode 100644 index 0000000..eac6568 --- /dev/null +++ b/notebooks/030_tabular_data/.ipynb_checkpoints/020_join_operations-checkpoint.ipynb @@ -0,0 +1,1009 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "86d2536c", + "metadata": {}, + "source": [ + "# Combine information across tables: joins and anti-joins" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "b6f949f7", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "markdown", + "id": "1d2a4eab", + "metadata": {}, + "source": [ + "# \"Load\" some experimental data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a9450803", + "metadata": {}, + "outputs": [], + "source": [ + "data = pd.DataFrame(\n", + " data=[\n", + " ['312', 'A1', 0.12, 'LEFT'],\n", + " ['312', 'A2', 0.37, 'LEFT'],\n", + " ['312', 'C2', 0.68, 'LEFT'],\n", + " ['711', 'A1', 4.01, 'RIGHT'],\n", + " ['711', 'A2', 0.44, 'LEFT'],\n", + " ['313', 'A1', 0.07, 'RIGHT'],\n", + " ['313', 'B1', 0.08, 'RIGHT'],\n", + " ['712', 'A2', 3.29, 'LEFT'],\n", + " ['314', 'A2', 0.29, 'LEFT'],\n", + " ['714', 'B2', 3.32, 'RIGHT'],\n", + " ['314', 'B1', 0.14, 'RIGHT'],\n", + " ['314', 'C2', 0.73, 'RIGHT'],\n", + " ['713', 'B1', 5.74, 'LEFT'],\n", + " ],\n", + " columns=['subject_id', 'condition_id', 'response_time', 'response'],\n", + ")\n", + "data" + ] + }, + { + "cell_type": "markdown", + "id": "a7e8b09b", + "metadata": {}, + "source": [ + "Each experiment belongs to one experimental condition, but the parameters of each condition are not in the table" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "455471d7", + "metadata": {}, + "outputs": [], + "source": [ + "condition_to_orientation = {\n", + " 'A1': 0,\n", + " 'A2': 0,\n", + " 'B1': 45,\n", + " 'B2': 45,\n", + " 'C1': 90,\n", + "}\n", + "\n", + "condition_to_duration = {\n", + " 'A1': 0.1,\n", + " 'A2': 0.01,\n", + " 'B1': 0.1,\n", + " 'B2': 0.01,\n", + " 'C1': 0.2,\n", + "}\n", + "\n", + "condition_to_surround = {\n", + " 'A1': 'FULL',\n", + " 'A2': 'NONE',\n", + " 'B1': 'NONE',\n", + " 'B2': 'FULL',\n", + " 'C1': 'FULL',\n", + "}\n", + "\n", + "\n", + "condition_to_stimulus_type = {\n", + " 'A1': 'LINES',\n", + " 'A2': 'DOTS',\n", + " 'B1': 'PLAID',\n", + " 'B2': 'PLAID',\n", + " 'C1': 'WIGGLES',\n", + "}\n" + ] + }, + { + "cell_type": "markdown", + "id": "5ccfd7e7", + "metadata": {}, + "source": [ + "# Manually adding the condition parameters to the table" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "id": "cc32110c", + "metadata": {}, + "outputs": [], + "source": [ + "data_with_properties = data.copy()" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "c322a9af", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 A1\n", + "1 A2\n", + "2 C2\n", + "3 A1\n", + "4 A2\n", + "5 A1\n", + "6 B1\n", + "7 A2\n", + "8 A2\n", + "9 B2\n", + "10 B1\n", + "11 C2\n", + "12 B1\n", + "Name: condition_id, dtype: object" + ] + }, + "execution_count": 74, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_with_properties['condition_id']" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "id": "0dbee78b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 0.0\n", + "1 0.0\n", + "2 NaN\n", + "3 0.0\n", + "4 0.0\n", + "5 0.0\n", + "6 45.0\n", + "7 0.0\n", + "8 0.0\n", + "9 45.0\n", + "10 45.0\n", + "11 NaN\n", + "12 45.0\n", + "Name: condition_id, dtype: float64" + ] + }, + "execution_count": 75, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_with_properties['condition_id'].map(condition_to_orientation)" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "id": "3fb3e3af", + "metadata": {}, + "outputs": [], + "source": [ + "data_with_properties['orientation'] = data_with_properties['condition_id'].map(condition_to_orientation)\n", + "data_with_properties['duration'] = data_with_properties['condition_id'].map(condition_to_duration)\n", + "data_with_properties['surround'] = data_with_properties['condition_id'].map(condition_to_surround)\n", + "data_with_properties['stimulus_type'] = data_with_properties['condition_id'].map(condition_to_stimulus_type)" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "id": "995eff91", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idcondition_idresponse_timeresponseorientationdurationsurroundstimulus_type
        0312A10.12LEFT0.00.10FULLLINES
        1312A20.37LEFT0.00.01NONEDOTS
        2312C20.68LEFTNaNNaNNaNNaN
        3711A14.01RIGHT0.00.10FULLLINES
        4711A20.44LEFT0.00.01NONEDOTS
        5313A10.07RIGHT0.00.10FULLLINES
        6313B10.08RIGHT45.00.10NONEPLAID
        7712A23.29LEFT0.00.01NONEDOTS
        8314A20.29LEFT0.00.01NONEDOTS
        9714B23.32RIGHT45.00.01FULLPLAID
        10314B10.14RIGHT45.00.10NONEPLAID
        11314C20.73RIGHTNaNNaNNaNNaN
        12713B15.74LEFT45.00.10NONEPLAID
        \n", + "
        " + ], + "text/plain": [ + " subject_id condition_id response_time response orientation duration \\\n", + "0 312 A1 0.12 LEFT 0.0 0.10 \n", + "1 312 A2 0.37 LEFT 0.0 0.01 \n", + "2 312 C2 0.68 LEFT NaN NaN \n", + "3 711 A1 4.01 RIGHT 0.0 0.10 \n", + "4 711 A2 0.44 LEFT 0.0 0.01 \n", + "5 313 A1 0.07 RIGHT 0.0 0.10 \n", + "6 313 B1 0.08 RIGHT 45.0 0.10 \n", + "7 712 A2 3.29 LEFT 0.0 0.01 \n", + "8 314 A2 0.29 LEFT 0.0 0.01 \n", + "9 714 B2 3.32 RIGHT 45.0 0.01 \n", + "10 314 B1 0.14 RIGHT 45.0 0.10 \n", + "11 314 C2 0.73 RIGHT NaN NaN \n", + "12 713 B1 5.74 LEFT 45.0 0.10 \n", + "\n", + " surround stimulus_type \n", + "0 FULL LINES \n", + "1 NONE DOTS \n", + "2 NaN NaN \n", + "3 FULL LINES \n", + "4 NONE DOTS \n", + "5 FULL LINES \n", + "6 NONE PLAID \n", + "7 NONE DOTS \n", + "8 NONE DOTS \n", + "9 FULL PLAID \n", + "10 NONE PLAID \n", + "11 NaN NaN \n", + "12 NONE PLAID " + ] + }, + "execution_count": 77, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_with_properties" + ] + }, + { + "cell_type": "markdown", + "id": "d6e71b13", + "metadata": {}, + "source": [ + "# Using a join operation" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "d9835d7c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        orientationdurationsurroundstimulus_type
        A100.1FULLLINES
        A200.01NONEDOTS
        B1450.1NONEPLAID
        B2450.01FULLPLAID
        C1900.2FULLWIGGLES
        \n", + "
        " + ], + "text/plain": [ + " orientation duration surround stimulus_type\n", + "A1 0 0.1 FULL LINES\n", + "A2 0 0.01 NONE DOTS\n", + "B1 45 0.1 NONE PLAID\n", + "B2 45 0.01 FULL PLAID\n", + "C1 90 0.2 FULL WIGGLES" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Often, this is done using a spreadsheet\n", + "condition_properties = pd.DataFrame(\n", + " [condition_to_orientation, condition_to_duration, condition_to_surround, condition_to_stimulus_type],\n", + " index=['orientation', 'duration', 'surround', 'stimulus_type'],\n", + ").T\n", + "condition_properties" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a9087876", + "metadata": {}, + "outputs": [], + "source": [ + "data.merge(condition_properties, left_on='condition_id', right_index=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "61cb65be", + "metadata": {}, + "outputs": [], + "source": [ + "data.merge(condition_properties, left_on='condition_id', right_index=True, how='left')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7b4d23df", + "metadata": {}, + "outputs": [], + "source": [ + "data.merge(condition_properties, left_on='condition_id', right_index=True, how='outer')" + ] + }, + { + "cell_type": "markdown", + "id": "cba9534f", + "metadata": {}, + "source": [ + "# Anti-join: filter out unwanted data" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "1cb2bbdb", + "metadata": {}, + "outputs": [], + "source": [ + "# We are given a list of subjects that are outliers and should be disregarded in the analysis\n", + "outliers = pd.DataFrame([['711'], ['712'], ['713'], ['714'], ['888']], columns=['subject_id'])" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "e2e627d5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idcondition_idresponse_timeresponse
        0711A14.01RIGHT
        1711A20.44LEFT
        2712A23.29LEFT
        3714B23.32RIGHT
        4713B15.74LEFT
        \n", + "
        " + ], + "text/plain": [ + " subject_id condition_id response_time response\n", + "0 711 A1 4.01 RIGHT\n", + "1 711 A2 0.44 LEFT\n", + "2 712 A2 3.29 LEFT\n", + "3 714 B2 3.32 RIGHT\n", + "4 713 B1 5.74 LEFT" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.merge(outliers, on='subject_id')" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "eb809fe0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idcondition_idresponse_timeresponse_merge
        0312A10.12LEFTleft_only
        1312A20.37LEFTleft_only
        2312C20.68LEFTleft_only
        3711A14.01RIGHTboth
        4711A20.44LEFTboth
        5313A10.07RIGHTleft_only
        6313B10.08RIGHTleft_only
        7712A23.29LEFTboth
        8314A20.29LEFTleft_only
        9314B10.14RIGHTleft_only
        10314C20.73RIGHTleft_only
        11714B23.32RIGHTboth
        12713B15.74LEFTboth
        13888NaNNaNNaNright_only
        \n", + "
        " + ], + "text/plain": [ + " subject_id condition_id response_time response _merge\n", + "0 312 A1 0.12 LEFT left_only\n", + "1 312 A2 0.37 LEFT left_only\n", + "2 312 C2 0.68 LEFT left_only\n", + "3 711 A1 4.01 RIGHT both\n", + "4 711 A2 0.44 LEFT both\n", + "5 313 A1 0.07 RIGHT left_only\n", + "6 313 B1 0.08 RIGHT left_only\n", + "7 712 A2 3.29 LEFT both\n", + "8 314 A2 0.29 LEFT left_only\n", + "9 314 B1 0.14 RIGHT left_only\n", + "10 314 C2 0.73 RIGHT left_only\n", + "11 714 B2 3.32 RIGHT both\n", + "12 713 B1 5.74 LEFT both\n", + "13 888 NaN NaN NaN right_only" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.merge(outliers, on='subject_id', how='outer', indicator=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "6fdb696e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idcondition_idresponse_timeresponse_merge
        0312A10.12LEFTleft_only
        1312A20.37LEFTleft_only
        2312C20.68LEFTleft_only
        5313A10.07RIGHTleft_only
        6313B10.08RIGHTleft_only
        8314A20.29LEFTleft_only
        9314B10.14RIGHTleft_only
        10314C20.73RIGHTleft_only
        \n", + "
        " + ], + "text/plain": [ + " subject_id condition_id response_time response _merge\n", + "0 312 A1 0.12 LEFT left_only\n", + "1 312 A2 0.37 LEFT left_only\n", + "2 312 C2 0.68 LEFT left_only\n", + "5 313 A1 0.07 RIGHT left_only\n", + "6 313 B1 0.08 RIGHT left_only\n", + "8 314 A2 0.29 LEFT left_only\n", + "9 314 B1 0.14 RIGHT left_only\n", + "10 314 C2 0.73 RIGHT left_only" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "temp = data.merge(outliers, on='subject_id', how='outer', indicator=True)\n", + "data_without_outliers = temp[temp['_merge'] == 'left_only']\n", + "data_without_outliers" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6c3e6baa", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/030_tabular_data/.ipynb_checkpoints/021_join_operations_tutor-checkpoint.ipynb b/notebooks/030_tabular_data/.ipynb_checkpoints/021_join_operations_tutor-checkpoint.ipynb new file mode 100644 index 0000000..e4129c0 --- /dev/null +++ b/notebooks/030_tabular_data/.ipynb_checkpoints/021_join_operations_tutor-checkpoint.ipynb @@ -0,0 +1,462 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "37957eb0", + "metadata": {}, + "source": [ + "# Combine information across tables: joins and anti-joins" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "b6f949f7", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "markdown", + "id": "6a7fcf90", + "metadata": {}, + "source": [ + "# \"Load\" some experimental data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "a9450803", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idcondition_idresponse_timeresponse
        0312A10.12LEFT
        1312A20.37LEFT
        2312C20.68LEFT
        3711A14.01RIGHT
        4711A20.44LEFT
        5313A10.07RIGHT
        6313B10.08RIGHT
        7712A23.29LEFT
        8314A20.29LEFT
        9714B23.32RIGHT
        10314B10.14RIGHT
        11314C20.73RIGHT
        12713B15.74LEFT
        \n", + "
        " + ], + "text/plain": [ + " subject_id condition_id response_time response\n", + "0 312 A1 0.12 LEFT\n", + "1 312 A2 0.37 LEFT\n", + "2 312 C2 0.68 LEFT\n", + "3 711 A1 4.01 RIGHT\n", + "4 711 A2 0.44 LEFT\n", + "5 313 A1 0.07 RIGHT\n", + "6 313 B1 0.08 RIGHT\n", + "7 712 A2 3.29 LEFT\n", + "8 314 A2 0.29 LEFT\n", + "9 714 B2 3.32 RIGHT\n", + "10 314 B1 0.14 RIGHT\n", + "11 314 C2 0.73 RIGHT\n", + "12 713 B1 5.74 LEFT" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.DataFrame(\n", + " data=[\n", + " ['312', 'A1', 0.12, 'LEFT'],\n", + " ['312', 'A2', 0.37, 'LEFT'],\n", + " ['312', 'C2', 0.68, 'LEFT'],\n", + " ['711', 'A1', 4.01, 'RIGHT'],\n", + " ['711', 'A2', 0.44, 'LEFT'],\n", + " ['313', 'A1', 0.07, 'RIGHT'],\n", + " ['313', 'B1', 0.08, 'RIGHT'],\n", + " ['712', 'A2', 3.29, 'LEFT'],\n", + " ['314', 'A2', 0.29, 'LEFT'],\n", + " ['714', 'B2', 3.32, 'RIGHT'],\n", + " ['314', 'B1', 0.14, 'RIGHT'],\n", + " ['314', 'C2', 0.73, 'RIGHT'],\n", + " ['713', 'B1', 5.74, 'LEFT'],\n", + " ],\n", + " columns=['subject_id', 'condition_id', 'response_time', 'response'],\n", + ")\n", + "data" + ] + }, + { + "cell_type": "markdown", + "id": "9f6de0d6", + "metadata": {}, + "source": [ + "Each experiment belongs to one experimental condition, but the parameters of each condition are not in the table" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "455471d7", + "metadata": {}, + "outputs": [], + "source": [ + "condition_to_orientation = {\n", + " 'A1': 0,\n", + " 'A2': 0,\n", + " 'B1': 45,\n", + " 'B2': 45,\n", + " 'C1': 90,\n", + "}\n", + "\n", + "condition_to_duration = {\n", + " 'A1': 0.1,\n", + " 'A2': 0.01,\n", + " 'B1': 0.1,\n", + " 'B2': 0.01,\n", + " 'C1': 0.2,\n", + "}\n", + "\n", + "condition_to_surround = {\n", + " 'A1': 'FULL',\n", + " 'A2': 'NONE',\n", + " 'B1': 'NONE',\n", + " 'B2': 'FULL',\n", + " 'C1': 'FULL',\n", + "}\n", + "\n", + "\n", + "condition_to_stimulus_type = {\n", + " 'A1': 'LINES',\n", + " 'A2': 'DOTS',\n", + " 'B1': 'PLAID',\n", + " 'B2': 'PLAID',\n", + " 'C1': 'WIGGLES',\n", + "}\n" + ] + }, + { + "cell_type": "markdown", + "id": "5ccfd7e7", + "metadata": {}, + "source": [ + "# Manually adding the condition parameters to the table" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "id": "cc32110c", + "metadata": {}, + "outputs": [], + "source": [ + "data_with_properties = data.copy()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "06263dc6", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b96962b2", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "d6e71b13", + "metadata": {}, + "source": [ + "# Using a join operation" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "d9835d7c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        orientationdurationsurroundstimulus_type
        A100.1FULLLINES
        A200.01NONEDOTS
        B1450.1NONEPLAID
        B2450.01FULLPLAID
        C1900.2FULLWIGGLES
        \n", + "
        " + ], + "text/plain": [ + " orientation duration surround stimulus_type\n", + "A1 0 0.1 FULL LINES\n", + "A2 0 0.01 NONE DOTS\n", + "B1 45 0.1 NONE PLAID\n", + "B2 45 0.01 FULL PLAID\n", + "C1 90 0.2 FULL WIGGLES" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Often, this is done using a spreadsheet\n", + "condition_properties = pd.DataFrame(\n", + " [condition_to_orientation, condition_to_duration, condition_to_surround, condition_to_stimulus_type],\n", + " index=['orientation', 'duration', 'surround', 'stimulus_type'],\n", + ").T\n", + "condition_properties" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c27ea9f3", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5e563cd0", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "cba9534f", + "metadata": {}, + "source": [ + "# Anti-join: filter out unwanted data" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "1cb2bbdb", + "metadata": {}, + "outputs": [], + "source": [ + "# We are given a list of subjects that are outliers and should be disregarded in the analysis\n", + "outliers = pd.DataFrame([['711'], ['712'], ['713'], ['714'], ['888']], columns=['subject_id'])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e0e2c3c5", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "90d92640", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/030_tabular_data/.ipynb_checkpoints/030_split-apply-combine-checkpoint.ipynb b/notebooks/030_tabular_data/.ipynb_checkpoints/030_split-apply-combine-checkpoint.ipynb new file mode 100644 index 0000000..5c199e3 --- /dev/null +++ b/notebooks/030_tabular_data/.ipynb_checkpoints/030_split-apply-combine-checkpoint.ipynb @@ -0,0 +1,814 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "247bbf84", + "metadata": {}, + "source": [ + "# Split-apply-combine operations for tabular data" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "44584190", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ba193f3f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idcondition_idresponse_timeresponse
        0312A10.12LEFT
        1312A20.37LEFT
        2312C20.68LEFT
        3313A10.07RIGHT
        4313B10.08RIGHT
        5314A20.29LEFT
        6314B10.14RIGHT
        7314C20.73RIGHT
        8711A14.01RIGHT
        9712A23.29LEFT
        10713B15.74LEFT
        11714B23.32RIGHT
        \n", + "
        " + ], + "text/plain": [ + " subject_id condition_id response_time response\n", + "0 312 A1 0.12 LEFT\n", + "1 312 A2 0.37 LEFT\n", + "2 312 C2 0.68 LEFT\n", + "3 313 A1 0.07 RIGHT\n", + "4 313 B1 0.08 RIGHT\n", + "5 314 A2 0.29 LEFT\n", + "6 314 B1 0.14 RIGHT\n", + "7 314 C2 0.73 RIGHT\n", + "8 711 A1 4.01 RIGHT\n", + "9 712 A2 3.29 LEFT\n", + "10 713 B1 5.74 LEFT\n", + "11 714 B2 3.32 RIGHT" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.DataFrame(\n", + " data=[\n", + " ['312', 'A1', 0.12, 'LEFT'],\n", + " ['312', 'A2', 0.37, 'LEFT'],\n", + " ['312', 'C2', 0.68, 'LEFT'],\n", + " ['313', 'A1', 0.07, 'RIGHT'],\n", + " ['313', 'B1', 0.08, 'RIGHT'],\n", + " ['314', 'A2', 0.29, 'LEFT'],\n", + " ['314', 'B1', 0.14, 'RIGHT'],\n", + " ['314', 'C2', 0.73, 'RIGHT'],\n", + " ['711', 'A1', 4.01, 'RIGHT'],\n", + " ['712', 'A2', 3.29, 'LEFT'],\n", + " ['713', 'B1', 5.74, 'LEFT'],\n", + " ['714', 'B2', 3.32, 'RIGHT'],\n", + " ],\n", + " columns=['subject_id', 'condition_id', 'response_time', 'response'],\n", + ")\n", + "data" + ] + }, + { + "cell_type": "markdown", + "id": "8a239e0c", + "metadata": {}, + "source": [ + "# Group-by" + ] + }, + { + "cell_type": "markdown", + "id": "31eba91e", + "metadata": {}, + "source": [ + "We want to compute the mean response time by condition.\n", + "\n", + "Let's start by doing it by hand, using for loops!" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "e8331039", + "metadata": {}, + "outputs": [], + "source": [ + "conditions = data['condition_id'].unique()\n", + "results_dict = {}\n", + "for condition in conditions:\n", + " group = data[data['condition_id'] == condition]\n", + " results_dict[condition] = group['response_time'].mean()\n", + "\n", + "results = pd.DataFrame([results_dict], index=['response_time']).T" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "09cb04c4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        response_time
        A11.400000
        A21.316667
        C20.705000
        B11.986667
        B23.320000
        \n", + "
        " + ], + "text/plain": [ + " response_time\n", + "A1 1.400000\n", + "A2 1.316667\n", + "C2 0.705000\n", + "B1 1.986667\n", + "B2 3.320000" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "results" + ] + }, + { + "cell_type": "markdown", + "id": "2bc09c66", + "metadata": {}, + "source": [ + "This is a basic operation, and we would need to repeat his pattern a million times!\n", + "\n", + "Pandas and all other tools for tabular data provide a command for performing operations on groups." + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "0500cd4a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# df.groupby(column_name) groups a DataFrame by the values in the column\n", + "data.groupby('condition_id')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "c5857c4e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "condition_id\n", + "A1 3\n", + "A2 3\n", + "B1 3\n", + "B2 1\n", + "C2 2\n", + "dtype: int64" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# The group-by object can by used as a DataFrame. \n", + "# Operations are executed on each group individually, then aggregated\n", + "data.groupby('condition_id').size()" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "5c865cc1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "condition_id\n", + "A1 1.400000\n", + "A2 1.316667\n", + "B1 1.986667\n", + "B2 3.320000\n", + "C2 0.705000\n", + "Name: response_time, dtype: float64" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.groupby('condition_id')['response_time'].mean()" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "615a4515", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "condition_id\n", + "A1 4.01\n", + "A2 3.29\n", + "B1 5.74\n", + "B2 3.32\n", + "C2 0.73\n", + "Name: response_time, dtype: float64" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.groupby('condition_id')['response_time'].max()" + ] + }, + { + "cell_type": "markdown", + "id": "b0441458", + "metadata": {}, + "source": [ + "# Pivot tables" + ] + }, + { + "cell_type": "markdown", + "id": "3feec98d", + "metadata": {}, + "source": [ + "We want to look at response time biases when the subjects respond LEFT vs RIGHT. In principle, we expect them to have the same response time in both cases.\n", + "\n", + "We compute a summary table with 1) condition_id on the rows; 2) response on the columns; 3) the average response time for all experiments with a that condition and response\n", + "\n", + "We can do it with `groupby`, with some table manipulation commands." + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "4a8a7d0d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "condition_id response\n", + "A1 LEFT 0.120000\n", + " RIGHT 2.040000\n", + "A2 LEFT 1.316667\n", + "B1 LEFT 5.740000\n", + " RIGHT 0.110000\n", + "B2 RIGHT 3.320000\n", + "C2 LEFT 0.680000\n", + " RIGHT 0.730000\n", + "Name: response_time, dtype: float64" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "summary = data.groupby(['condition_id', 'response'])['response_time'].mean()\n", + "summary" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "e5a645e0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        responseLEFTRIGHT
        condition_id
        A10.1200002.04
        A21.316667NaN
        B15.7400000.11
        B2NaN3.32
        C20.6800000.73
        \n", + "
        " + ], + "text/plain": [ + "response LEFT RIGHT\n", + "condition_id \n", + "A1 0.120000 2.04\n", + "A2 1.316667 NaN\n", + "B1 5.740000 0.11\n", + "B2 NaN 3.32\n", + "C2 0.680000 0.73" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "summary.unstack(level=1)" + ] + }, + { + "cell_type": "markdown", + "id": "3307fcc6", + "metadata": {}, + "source": [ + "Pandas has a command called `pivot_table` that can be used to perform this kind of operation straightforwardly." + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "8941edfe", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        responseLEFTRIGHT
        condition_id
        A10.1200002.04
        A21.316667NaN
        B15.7400000.11
        B2NaN3.32
        C20.6800000.73
        \n", + "
        " + ], + "text/plain": [ + "response LEFT RIGHT\n", + "condition_id \n", + "A1 0.120000 2.04\n", + "A2 1.316667 NaN\n", + "B1 5.740000 0.11\n", + "B2 NaN 3.32\n", + "C2 0.680000 0.73" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.pivot_table(index='condition_id', columns='response', values='response_time', aggfunc='mean')" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "a7d1d998", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        meanstdcount
        responseLEFTRIGHTLEFTRIGHTLEFTRIGHT
        condition_id
        A10.1200002.04NaN2.7860011.02.0
        A21.316667NaN1.709425NaN3.0NaN
        B15.7400000.11NaN0.0424261.02.0
        B2NaN3.32NaNNaNNaN1.0
        C20.6800000.73NaNNaN1.01.0
        \n", + "
        " + ], + "text/plain": [ + " mean std count \n", + "response LEFT RIGHT LEFT RIGHT LEFT RIGHT\n", + "condition_id \n", + "A1 0.120000 2.04 NaN 2.786001 1.0 2.0\n", + "A2 1.316667 NaN 1.709425 NaN 3.0 NaN\n", + "B1 5.740000 0.11 NaN 0.042426 1.0 2.0\n", + "B2 NaN 3.32 NaN NaN NaN 1.0\n", + "C2 0.680000 0.73 NaN NaN 1.0 1.0" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(\n", + " data\n", + " .pivot_table(\n", + " index='condition_id', \n", + " columns='response', \n", + " values='response_time', \n", + " aggfunc=['mean', 'std', 'count'],\n", + " )\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a770b812", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0234ccf2", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0c77c2dc", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/030_tabular_data/.ipynb_checkpoints/031_split-apply-combine_tutor-checkpoint.ipynb b/notebooks/030_tabular_data/.ipynb_checkpoints/031_split-apply-combine_tutor-checkpoint.ipynb new file mode 100644 index 0000000..7087a60 --- /dev/null +++ b/notebooks/030_tabular_data/.ipynb_checkpoints/031_split-apply-combine_tutor-checkpoint.ipynb @@ -0,0 +1,335 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "247bbf84", + "metadata": {}, + "source": [ + "# Split-apply-combine operations for tabular data" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "44584190", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ba193f3f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idcondition_idresponse_timeresponse
        0312A10.12LEFT
        1312A20.37LEFT
        2312C20.68LEFT
        3313A10.07RIGHT
        4313B10.08RIGHT
        5314A20.29LEFT
        6314B10.14RIGHT
        7314C20.73RIGHT
        8711A14.01RIGHT
        9712A23.29LEFT
        10713B15.74LEFT
        11714B23.32RIGHT
        \n", + "
        " + ], + "text/plain": [ + " subject_id condition_id response_time response\n", + "0 312 A1 0.12 LEFT\n", + "1 312 A2 0.37 LEFT\n", + "2 312 C2 0.68 LEFT\n", + "3 313 A1 0.07 RIGHT\n", + "4 313 B1 0.08 RIGHT\n", + "5 314 A2 0.29 LEFT\n", + "6 314 B1 0.14 RIGHT\n", + "7 314 C2 0.73 RIGHT\n", + "8 711 A1 4.01 RIGHT\n", + "9 712 A2 3.29 LEFT\n", + "10 713 B1 5.74 LEFT\n", + "11 714 B2 3.32 RIGHT" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.DataFrame(\n", + " data=[\n", + " ['312', 'A1', 0.12, 'LEFT'],\n", + " ['312', 'A2', 0.37, 'LEFT'],\n", + " ['312', 'C2', 0.68, 'LEFT'],\n", + " ['313', 'A1', 0.07, 'RIGHT'],\n", + " ['313', 'B1', 0.08, 'RIGHT'],\n", + " ['314', 'A2', 0.29, 'LEFT'],\n", + " ['314', 'B1', 0.14, 'RIGHT'],\n", + " ['314', 'C2', 0.73, 'RIGHT'],\n", + " ['711', 'A1', 4.01, 'RIGHT'],\n", + " ['712', 'A2', 3.29, 'LEFT'],\n", + " ['713', 'B1', 5.74, 'LEFT'],\n", + " ['714', 'B2', 3.32, 'RIGHT'],\n", + " ],\n", + " columns=['subject_id', 'condition_id', 'response_time', 'response'],\n", + ")\n", + "data" + ] + }, + { + "cell_type": "markdown", + "id": "8a239e0c", + "metadata": {}, + "source": [ + "# Group-by" + ] + }, + { + "cell_type": "markdown", + "id": "31eba91e", + "metadata": {}, + "source": [ + "We want to compute the mean response time by condition.\n", + "\n", + "Let's start by doing it by hand, using for loops!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ff3f890b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "805d04c7", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "2bc09c66", + "metadata": {}, + "source": [ + "This is a basic operation, and we would need to repeat his pattern a million times!\n", + "\n", + "Pandas and all other tools for tabular data provide a command for performing operations on groups." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dcc8c9c7", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "818b8346", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "b0441458", + "metadata": {}, + "source": [ + "# Pivot tables" + ] + }, + { + "cell_type": "markdown", + "id": "3feec98d", + "metadata": {}, + "source": [ + "We want to look at response time biases when the subjects respond LEFT vs RIGHT. In principle, we expect them to have the same response time in both cases.\n", + "\n", + "We compute a summary table with 1) condition_id on the rows; 2) response on the columns; 3) the average response time for all experiments with a that condition and response\n", + "\n", + "We can do it with `groupby`, with some table manipulation commands." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "04f6ff60", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "62600721", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "3307fcc6", + "metadata": {}, + "source": [ + "Pandas has a command called `pivot_table` that can be used to perform this kind of operation straightforwardly." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a770b812", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0234ccf2", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0c77c2dc", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/030_tabular_data/.ipynb_checkpoints/040_window_functions-checkpoint.ipynb b/notebooks/030_tabular_data/.ipynb_checkpoints/040_window_functions-checkpoint.ipynb new file mode 100644 index 0000000..b6b118f --- /dev/null +++ b/notebooks/030_tabular_data/.ipynb_checkpoints/040_window_functions-checkpoint.ipynb @@ -0,0 +1,1429 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "247bbf84", + "metadata": {}, + "source": [ + "# Window functions for tabular data" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "44584190", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "markdown", + "id": "8c3508da", + "metadata": {}, + "source": [ + "# Load experimental data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "8e22f6d4", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('timed_responses.csv', index_col=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "c4504d72", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idtime (ms)responseaccuracy
        5743540RIGHT0.04
        11902552LEFT0.43
        189521036LEFT0.36
        533257RIGHT0.11
        1582743RIGHT0.32
        5513619LEFT0.25
        1602143RIGHT0.65
        4131471LEFT0.80
        7851121LEFT0.10
        13932903RIGHT0.33
        6292353LEFT0.17
        18293768RIGHT0.26
        90211093LEFT0.34
        148623RIGHT0.29
        \n", + "
        " + ], + "text/plain": [ + " subject_id time (ms) response accuracy\n", + "574 3 540 RIGHT 0.04\n", + "1190 2 552 LEFT 0.43\n", + "1895 2 1036 LEFT 0.36\n", + "53 3 257 RIGHT 0.11\n", + "158 2 743 RIGHT 0.32\n", + "551 3 619 LEFT 0.25\n", + "1602 1 43 RIGHT 0.65\n", + "413 1 471 LEFT 0.80\n", + "785 1 121 LEFT 0.10\n", + "1393 2 903 RIGHT 0.33\n", + "629 2 353 LEFT 0.17\n", + "1829 3 768 RIGHT 0.26\n", + "902 1 1093 LEFT 0.34\n", + "1486 2 3 RIGHT 0.29" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + }, + { + "cell_type": "markdown", + "id": "a72f45c6", + "metadata": {}, + "source": [ + "# Split-apply-combine operations return one aggregated value per group" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "0234ccf2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "subject_id\n", + "1 0.80\n", + "2 0.43\n", + "3 0.26\n", + "Name: accuracy, dtype: float64" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.groupby('subject_id')['accuracy'].max()" + ] + }, + { + "cell_type": "markdown", + "id": "b8926b52", + "metadata": {}, + "source": [ + "# However, for some calculations we need to have a value per row\n", + "\n", + "For example: for each subject, rank the responses by decreasing accuracy" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "0c77c2dc", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "574 1.0\n", + "1190 6.0\n", + "1895 5.0\n", + "53 2.0\n", + "158 3.0\n", + "551 3.0\n", + "1602 3.0\n", + "413 4.0\n", + "785 1.0\n", + "1393 4.0\n", + "629 1.0\n", + "1829 4.0\n", + "902 2.0\n", + "1486 2.0\n", + "Name: accuracy, dtype: float64" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.groupby('subject_id')['accuracy'].rank()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "6803bea3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idtime (ms)responseaccuracyaccuracy_rank
        5743540RIGHT0.044.0
        11902552LEFT0.431.0
        189521036LEFT0.362.0
        533257RIGHT0.113.0
        1582743RIGHT0.324.0
        5513619LEFT0.252.0
        1602143RIGHT0.652.0
        4131471LEFT0.801.0
        7851121LEFT0.104.0
        13932903RIGHT0.333.0
        6292353LEFT0.176.0
        18293768RIGHT0.261.0
        90211093LEFT0.343.0
        148623RIGHT0.295.0
        \n", + "
        " + ], + "text/plain": [ + " subject_id time (ms) response accuracy accuracy_rank\n", + "574 3 540 RIGHT 0.04 4.0\n", + "1190 2 552 LEFT 0.43 1.0\n", + "1895 2 1036 LEFT 0.36 2.0\n", + "53 3 257 RIGHT 0.11 3.0\n", + "158 2 743 RIGHT 0.32 4.0\n", + "551 3 619 LEFT 0.25 2.0\n", + "1602 1 43 RIGHT 0.65 2.0\n", + "413 1 471 LEFT 0.80 1.0\n", + "785 1 121 LEFT 0.10 4.0\n", + "1393 2 903 RIGHT 0.33 3.0\n", + "629 2 353 LEFT 0.17 6.0\n", + "1829 3 768 RIGHT 0.26 1.0\n", + "902 1 1093 LEFT 0.34 3.0\n", + "1486 2 3 RIGHT 0.29 5.0" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['accuracy_rank'] = df.groupby('subject_id')['accuracy'].rank(ascending=False)\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "5690feee", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idtime (ms)responseaccuracyaccuracy_rank
        4131471LEFT0.801.0
        1602143RIGHT0.652.0
        90211093LEFT0.343.0
        7851121LEFT0.104.0
        11902552LEFT0.431.0
        189521036LEFT0.362.0
        13932903RIGHT0.333.0
        1582743RIGHT0.324.0
        148623RIGHT0.295.0
        6292353LEFT0.176.0
        18293768RIGHT0.261.0
        5513619LEFT0.252.0
        533257RIGHT0.113.0
        5743540RIGHT0.044.0
        \n", + "
        " + ], + "text/plain": [ + " subject_id time (ms) response accuracy accuracy_rank\n", + "413 1 471 LEFT 0.80 1.0\n", + "1602 1 43 RIGHT 0.65 2.0\n", + "902 1 1093 LEFT 0.34 3.0\n", + "785 1 121 LEFT 0.10 4.0\n", + "1190 2 552 LEFT 0.43 1.0\n", + "1895 2 1036 LEFT 0.36 2.0\n", + "1393 2 903 RIGHT 0.33 3.0\n", + "158 2 743 RIGHT 0.32 4.0\n", + "1486 2 3 RIGHT 0.29 5.0\n", + "629 2 353 LEFT 0.17 6.0\n", + "1829 3 768 RIGHT 0.26 1.0\n", + "551 3 619 LEFT 0.25 2.0\n", + "53 3 257 RIGHT 0.11 3.0\n", + "574 3 540 RIGHT 0.04 4.0" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.sort_values(['subject_id', 'accuracy_rank'])" + ] + }, + { + "cell_type": "markdown", + "id": "f57d47c8", + "metadata": {}, + "source": [ + "# In many cases, a window functions is combined with a sorting operation\n", + "\n", + "For example: for each subject, count the number of \"LEFT\" responses up until any moment in the experiment" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "f032f5db", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idtime (ms)responseaccuracyaccuracy_rankis_left
        5743540RIGHT0.044.0False
        11902552LEFT0.431.0True
        189521036LEFT0.362.0True
        533257RIGHT0.113.0False
        1582743RIGHT0.324.0False
        5513619LEFT0.252.0True
        1602143RIGHT0.652.0False
        4131471LEFT0.801.0True
        7851121LEFT0.104.0True
        13932903RIGHT0.333.0False
        6292353LEFT0.176.0True
        18293768RIGHT0.261.0False
        90211093LEFT0.343.0True
        148623RIGHT0.295.0False
        \n", + "
        " + ], + "text/plain": [ + " subject_id time (ms) response accuracy accuracy_rank is_left\n", + "574 3 540 RIGHT 0.04 4.0 False\n", + "1190 2 552 LEFT 0.43 1.0 True\n", + "1895 2 1036 LEFT 0.36 2.0 True\n", + "53 3 257 RIGHT 0.11 3.0 False\n", + "158 2 743 RIGHT 0.32 4.0 False\n", + "551 3 619 LEFT 0.25 2.0 True\n", + "1602 1 43 RIGHT 0.65 2.0 False\n", + "413 1 471 LEFT 0.80 1.0 True\n", + "785 1 121 LEFT 0.10 4.0 True\n", + "1393 2 903 RIGHT 0.33 3.0 False\n", + "629 2 353 LEFT 0.17 6.0 True\n", + "1829 3 768 RIGHT 0.26 1.0 False\n", + "902 1 1093 LEFT 0.34 3.0 True\n", + "1486 2 3 RIGHT 0.29 5.0 False" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Add a flag column \"is_left\", so that we can count the number of LEFT reponses using a cumulative sum\n", + "df['is_left'] = df['response'] == 'LEFT'\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "f9420c3d", + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idtime (ms)responseaccuracyaccuracy_rankis_leftnr_lefts
        1602143RIGHT0.652.0False0
        4131471LEFT0.801.0True1
        7851121LEFT0.104.0True2
        90211093LEFT0.343.0True3
        11902552LEFT0.431.0True1
        189521036LEFT0.362.0True2
        1582743RIGHT0.324.0False2
        13932903RIGHT0.333.0False2
        6292353LEFT0.176.0True3
        148623RIGHT0.295.0False3
        5743540RIGHT0.044.0False0
        533257RIGHT0.113.0False0
        5513619LEFT0.252.0True1
        18293768RIGHT0.261.0False1
        \n", + "
        " + ], + "text/plain": [ + " subject_id time (ms) response accuracy accuracy_rank is_left \\\n", + "1602 1 43 RIGHT 0.65 2.0 False \n", + "413 1 471 LEFT 0.80 1.0 True \n", + "785 1 121 LEFT 0.10 4.0 True \n", + "902 1 1093 LEFT 0.34 3.0 True \n", + "1190 2 552 LEFT 0.43 1.0 True \n", + "1895 2 1036 LEFT 0.36 2.0 True \n", + "158 2 743 RIGHT 0.32 4.0 False \n", + "1393 2 903 RIGHT 0.33 3.0 False \n", + "629 2 353 LEFT 0.17 6.0 True \n", + "1486 2 3 RIGHT 0.29 5.0 False \n", + "574 3 540 RIGHT 0.04 4.0 False \n", + "53 3 257 RIGHT 0.11 3.0 False \n", + "551 3 619 LEFT 0.25 2.0 True \n", + "1829 3 768 RIGHT 0.26 1.0 False \n", + "\n", + " nr_lefts \n", + "1602 0 \n", + "413 1 \n", + "785 2 \n", + "902 3 \n", + "1190 1 \n", + "1895 2 \n", + "158 2 \n", + "1393 2 \n", + "629 3 \n", + "1486 3 \n", + "574 0 \n", + "53 0 \n", + "551 1 \n", + "1829 1 " + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Without sorting, we get the number of LEFT responses... in no particular order\n", + "df['nr_lefts'] = df.groupby('subject_id')['is_left'].cumsum()\n", + "df.sort_values(['subject_id'])" + ] + }, + { + "cell_type": "markdown", + "id": "ca1e8032", + "metadata": {}, + "source": [ + "# Window functions are also useful to compute changes in the data for each group\n", + "\n", + "In this case, the window function often uses the `shift(n)` method that lags the data by `n` rows" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "18f440d3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idtime (ms)shifted time
        1602143NaN
        785112143.0
        4131471121.0
        90211093471.0
        148623NaN
        62923533.0
        11902552353.0
        1582743552.0
        13932903743.0
        189521036903.0
        533257NaN
        5743540257.0
        5513619540.0
        18293768619.0
        \n", + "
        " + ], + "text/plain": [ + " subject_id time (ms) shifted time\n", + "1602 1 43 NaN\n", + "785 1 121 43.0\n", + "413 1 471 121.0\n", + "902 1 1093 471.0\n", + "1486 2 3 NaN\n", + "629 2 353 3.0\n", + "1190 2 552 353.0\n", + "158 2 743 552.0\n", + "1393 2 903 743.0\n", + "1895 2 1036 903.0\n", + "53 3 257 NaN\n", + "574 3 540 257.0\n", + "551 3 619 540.0\n", + "1829 3 768 619.0" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['shifted time'] = (\n", + " df\n", + " .sort_values('time (ms)')\n", + " .groupby('subject_id')['time (ms)']\n", + " .shift(1)\n", + ")\n", + "df.sort_values(['subject_id', 'time (ms)'])[['subject_id', 'time (ms)', 'shifted time']]" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "4f1cb393", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idtime (ms)time from prev
        1602143NaN
        785112178.0
        4131471350.0
        90211093622.0
        148623NaN
        6292353350.0
        11902552199.0
        1582743191.0
        13932903160.0
        189521036133.0
        533257NaN
        5743540283.0
        551361979.0
        18293768149.0
        \n", + "
        " + ], + "text/plain": [ + " subject_id time (ms) time from prev\n", + "1602 1 43 NaN\n", + "785 1 121 78.0\n", + "413 1 471 350.0\n", + "902 1 1093 622.0\n", + "1486 2 3 NaN\n", + "629 2 353 350.0\n", + "1190 2 552 199.0\n", + "158 2 743 191.0\n", + "1393 2 903 160.0\n", + "1895 2 1036 133.0\n", + "53 3 257 NaN\n", + "574 3 540 283.0\n", + "551 3 619 79.0\n", + "1829 3 768 149.0" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['time from prev'] = df['time (ms)'] - df['shifted time']\n", + "df.sort_values(['subject_id', 'time (ms)'])[['subject_id', 'time (ms)', 'time from prev']]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3d06a890", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "87a52b7c", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "61badaf1", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/030_tabular_data/.ipynb_checkpoints/041_window_functions_tutor-checkpoint.ipynb b/notebooks/030_tabular_data/.ipynb_checkpoints/041_window_functions_tutor-checkpoint.ipynb new file mode 100644 index 0000000..99b7fe8 --- /dev/null +++ b/notebooks/030_tabular_data/.ipynb_checkpoints/041_window_functions_tutor-checkpoint.ipynb @@ -0,0 +1,320 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "247bbf84", + "metadata": {}, + "source": [ + "# Window functions for tabular data" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "44584190", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "markdown", + "id": "83bbd275", + "metadata": {}, + "source": [ + "# Load experimental data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "88b9e189", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('timed_responses.csv', index_col=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "987a3518", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idtime (ms)responseaccuracy
        5743540RIGHT0.04
        11902552LEFT0.43
        189521036LEFT0.36
        533257RIGHT0.11
        1582743RIGHT0.32
        5513619LEFT0.25
        1602143RIGHT0.65
        4131471LEFT0.80
        7851121LEFT0.10
        13932903RIGHT0.33
        6292353LEFT0.17
        18293768RIGHT0.26
        90211093LEFT0.34
        148623RIGHT0.29
        \n", + "
        " + ], + "text/plain": [ + " subject_id time (ms) response accuracy\n", + "574 3 540 RIGHT 0.04\n", + "1190 2 552 LEFT 0.43\n", + "1895 2 1036 LEFT 0.36\n", + "53 3 257 RIGHT 0.11\n", + "158 2 743 RIGHT 0.32\n", + "551 3 619 LEFT 0.25\n", + "1602 1 43 RIGHT 0.65\n", + "413 1 471 LEFT 0.80\n", + "785 1 121 LEFT 0.10\n", + "1393 2 903 RIGHT 0.33\n", + "629 2 353 LEFT 0.17\n", + "1829 3 768 RIGHT 0.26\n", + "902 1 1093 LEFT 0.34\n", + "1486 2 3 RIGHT 0.29" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + }, + { + "cell_type": "markdown", + "id": "5c41cd93", + "metadata": {}, + "source": [ + "# Split-apply-combine operations return one aggregated value per group" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0234ccf2", + "metadata": {}, + "outputs": [], + "source": [ + "df.groupby('subject_id')['accuracy'].max()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2b2a1796", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "2bb99152", + "metadata": {}, + "source": [ + "# However, for some calculations we need to have a value per row\n", + "\n", + "For example: for each subject, rank the responses by decreasing accuracy" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3aed0755", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "17f3d40f", + "metadata": {}, + "source": [ + "# In many cases, a window functions is combined with a sorting operation\n", + "\n", + "For example: for each subject, count the number of \"LEFT\" responses up until any moment in the experiment" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "67efdd56", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "a00b4f39", + "metadata": {}, + "source": [ + "# Window functions are also useful to compute changes in the data for each group\n", + "\n", + "In this case, the window function often uses the `shift(n)` method that lags the data by `n` rows" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e553c17f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f2973e3d", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c9ca46b0", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/030_tabular_data/010_pandas_introduction.ipynb b/notebooks/030_tabular_data/010_pandas_introduction.ipynb new file mode 100644 index 0000000..da99369 --- /dev/null +++ b/notebooks/030_tabular_data/010_pandas_introduction.ipynb @@ -0,0 +1,1362 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "8cc1c960", + "metadata": {}, + "source": [ + "# Pandas, quick introduction" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "0f55dab1", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "markdown", + "id": "4b377c42", + "metadata": {}, + "source": [ + "# Pandas introduces a tabular data structure, the DataFrame\n", + "\n", + "* Columns can be of any C-native type\n", + "* Columns and rows have indices, i.e. labels that identify each column or row" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ec75edbe", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame(\n", + " data = [\n", + " ['Anthony', 28, 1.53], \n", + " ['Maria', 31, 1.76], \n", + " ['Emma', 26, 1.83], \n", + " ['Philip', 41, 1.81], \n", + " ['Bill', 27, None],\n", + " ],\n", + " columns = ['name', 'age', 'height'],\n", + " index=['A484', 'C012', 'A123', 'B663', 'A377'],\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "37318480", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        nameageheight
        A484Anthony281.53
        C012Maria311.76
        A123Emma261.83
        B663Philip411.81
        A377Bill27NaN
        \n", + "
        " + ], + "text/plain": [ + " name age height\n", + "A484 Anthony 28 1.53\n", + "C012 Maria 31 1.76\n", + "A123 Emma 26 1.83\n", + "B663 Philip 41 1.81\n", + "A377 Bill 27 NaN" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "b97a9336", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        nameageheight
        A484Anthony281.53
        C012Maria311.76
        A123Emma261.83
        \n", + "
        " + ], + "text/plain": [ + " name age height\n", + "A484 Anthony 28 1.53\n", + "C012 Maria 31 1.76\n", + "A123 Emma 26 1.83" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "d3c5fea6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        nameageheight
        A377Bill27NaN
        C012Maria311.76
        A484Anthony281.53
        \n", + "
        " + ], + "text/plain": [ + " name age height\n", + "A377 Bill 27 NaN\n", + "C012 Maria 31 1.76\n", + "A484 Anthony 28 1.53" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.sample(3)" + ] + }, + { + "cell_type": "markdown", + "id": "e31f21c6", + "metadata": {}, + "source": [ + "## DataFrame attributes" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "41c213bf", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(5, 3)" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "8921c1c6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "name object\n", + "age int64\n", + "height float64\n", + "dtype: object" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Each column can be a different dtype\n", + "# All dtypes are native data types, as in NumPy\n", + "df.dtypes" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "84451023", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['name', 'age', 'height'], dtype='object')" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "223462e3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['A484', 'C012', 'A123', 'B663', 'A377'], dtype='object')" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.index" + ] + }, + { + "cell_type": "markdown", + "id": "cb2f33b9", + "metadata": {}, + "source": [ + "## Indexing rows and columns" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "e3420312", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "A484 28\n", + "C012 31\n", + "A123 26\n", + "B663 41\n", + "A377 27\n", + "Name: age, dtype: int64" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Default indexing is by column\n", + "df['age']" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "58b29585", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        agename
        A48428Anthony
        C01231Maria
        A12326Emma
        B66341Philip
        A37727Bill
        \n", + "
        " + ], + "text/plain": [ + " age name\n", + "A484 28 Anthony\n", + "C012 31 Maria\n", + "A123 26 Emma\n", + "B663 41 Philip\n", + "A377 27 Bill" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Use a list to select multiple columns (like in NumPy's fancy indexing)\n", + "df[['age', 'name']]" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "6458bc59", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.53" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Indexing by row / column name\n", + "df.loc['A484', 'height']" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "41496582", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.53" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Indexing by element position like in NumPy (it's a bit of a smell)\n", + "df.iloc[0, 2]" + ] + }, + { + "cell_type": "markdown", + "id": "43ab5233", + "metadata": {}, + "source": [ + "## Examining a column" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "a0929b25", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['Anthony', 'Maria', 'Emma', 'Philip', 'Bill'], dtype=object)" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['name'].unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "b6087787", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['name'].nunique()" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "bdd587c7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 4.000000\n", + "mean 1.732500\n", + "std 0.138173\n", + "min 1.530000\n", + "25% 1.702500\n", + "50% 1.785000\n", + "75% 1.815000\n", + "max 1.830000\n", + "Name: height, dtype: float64" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['height'].describe()" + ] + }, + { + "cell_type": "markdown", + "id": "fc081b90", + "metadata": {}, + "source": [ + "# Filtering" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "7d294f17", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        nameageheight
        C012Maria311.76
        B663Philip411.81
        \n", + "
        " + ], + "text/plain": [ + " name age height\n", + "C012 Maria 31 1.76\n", + "B663 Philip 41 1.81" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[df['age'] > 30]" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "85604657", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        nameageheight
        B663Philip411.81
        \n", + "
        " + ], + "text/plain": [ + " name age height\n", + "B663 Philip 41 1.81" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "is_old_and_tall = (df['age'] > 30) & (df['height'] > 1.8)\n", + "df[is_old_and_tall]" + ] + }, + { + "cell_type": "markdown", + "id": "a570023a", + "metadata": {}, + "source": [ + "# Basic operations are by column (unlike NumPy)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "6eb50844", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "26" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['age'].min()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "a95e0e90", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "name Anthony\n", + "age 26\n", + "height 1.53\n", + "dtype: object" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.min()" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "d5c3f2f4", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_80457/1061404192.py:2: FutureWarning: The default value of numeric_only in DataFrame.mean is deprecated. In a future version, it will default to False. In addition, specifying 'numeric_only=None' is deprecated. Select only valid columns or specify the value of numeric_only to silence this warning.\n", + " df.mean()\n" + ] + }, + { + "data": { + "text/plain": [ + "age 30.6000\n", + "height 1.7325\n", + "dtype: float64" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Note that Pandas operations ignore NaNs (they consider them as \"missing\")\n", + "df.mean()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "fdb4e73e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "age 30.6000\n", + "height 1.7325\n", + "dtype: float64" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.mean(numeric_only=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "efc0dcc9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        nameageheight
        A484Anthony281.53
        A377Bill27NaN
        A123Emma261.83
        C012Maria311.76
        B663Philip411.81
        \n", + "
        " + ], + "text/plain": [ + " name age height\n", + "A484 Anthony 28 1.53\n", + "A377 Bill 27 NaN\n", + "A123 Emma 26 1.83\n", + "C012 Maria 31 1.76\n", + "B663 Philip 41 1.81" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Operations that change the order of the rows keep the index and column labels intact\n", + "df.sort_values('name', axis=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "2ba681da", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        nameageheight
        A484Anthony281.53
        C012Maria311.76
        A123Emma261.83
        B663Philip411.81
        A377Bill27NaN
        \n", + "
        " + ], + "text/plain": [ + " name age height\n", + "A484 Anthony 28 1.53\n", + "C012 Maria 31 1.76\n", + "A123 Emma 26 1.83\n", + "B663 Philip 41 1.81\n", + "A377 Bill 27 NaN" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + }, + { + "cell_type": "markdown", + "id": "7cf9b5d7", + "metadata": {}, + "source": [ + "# Operations on strings" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "c76ca899", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "A484 t\n", + "C012 r\n", + "A123 m\n", + "B663 i\n", + "A377 l\n", + "Name: name, dtype: object" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Use `.str` to access string operations\n", + "# Third character of each name\n", + "df['name'].str[2]" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "c9d8494d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "A484 ANTHONY\n", + "C012 MARIA\n", + "A123 EMMA\n", + "B663 PHILIP\n", + "A377 BILL\n", + "Name: name, dtype: object" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Third character of each name\n", + "df['name'].str.upper()" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "5767c6aa", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "A484 0\n", + "C012 2\n", + "A123 1\n", + "B663 0\n", + "A377 0\n", + "Name: name, dtype: int64" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['name'].str.count('a')" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "a98f79da", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "A484 1\n", + "C012 2\n", + "A123 1\n", + "B663 0\n", + "A377 0\n", + "Name: name, dtype: int64" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['name'].str.lower().str.count('a')" + ] + }, + { + "cell_type": "markdown", + "id": "b2d162d2", + "metadata": {}, + "source": [ + "# Adding new columns" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "5cdbb3cd", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        nameageheight
        A484Anthony281.53
        C012Maria311.76
        A123Emma261.83
        B663Philip411.81
        A377Bill27NaN
        \n", + "
        " + ], + "text/plain": [ + " name age height\n", + "A484 Anthony 28 1.53\n", + "C012 Maria 31 1.76\n", + "A123 Emma 26 1.83\n", + "B663 Philip 41 1.81\n", + "A377 Bill 27 NaN" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "0e97e98b", + "metadata": {}, + "outputs": [], + "source": [ + "df['name_upper'] = df['name'].str.upper()" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "4f35c1df", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        nameageheightname_upper
        A484Anthony281.53ANTHONY
        C012Maria311.76MARIA
        A123Emma261.83EMMA
        B663Philip411.81PHILIP
        A377Bill27NaNBILL
        \n", + "
        " + ], + "text/plain": [ + " name age height name_upper\n", + "A484 Anthony 28 1.53 ANTHONY\n", + "C012 Maria 31 1.76 MARIA\n", + "A123 Emma 26 1.83 EMMA\n", + "B663 Philip 41 1.81 PHILIP\n", + "A377 Bill 27 NaN BILL" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2e354ace", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/030_tabular_data/011_pandas_introduction_tutor.ipynb b/notebooks/030_tabular_data/011_pandas_introduction_tutor.ipynb new file mode 100644 index 0000000..770b63c --- /dev/null +++ b/notebooks/030_tabular_data/011_pandas_introduction_tutor.ipynb @@ -0,0 +1,316 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "8cc1c960", + "metadata": {}, + "source": [ + "# Pandas, quick introduction" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "0f55dab1", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "markdown", + "id": "4b377c42", + "metadata": {}, + "source": [ + "# Pandas introduces a tabular data structure, the DataFrame\n", + "\n", + "* Columns can be of any C-native type\n", + "* Columns and rows have indices, i.e. labels that identify each column or row" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ec75edbe", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame(\n", + " data = [\n", + " ['Anthony', 28, 1.53], \n", + " ['Maria', 31, 1.76], \n", + " ['Emma', 26, 1.83], \n", + " ['Philip', 41, 1.81], \n", + " ['Bill', 27, None],\n", + " ],\n", + " columns = ['name', 'age', 'height'],\n", + " index=['A484', 'C012', 'A123', 'B663', 'A377'],\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "37318480", + "metadata": {}, + "outputs": [], + "source": [ + "df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "fe1c5739", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dedad6f3", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "e31f21c6", + "metadata": {}, + "source": [ + "## DataFrame attributes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4109f1eb", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "708f9bb5", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "cb2f33b9", + "metadata": {}, + "source": [ + "## Indexing rows and columns" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "19ef2738", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8f354ffc", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "94563f03", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "43ab5233", + "metadata": {}, + "source": [ + "## Examining a column" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f2cb544c", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "86388f86", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "fc081b90", + "metadata": {}, + "source": [ + "# Filtering" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "263ae06c", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "318da062", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "a570023a", + "metadata": {}, + "source": [ + "# Basic operations are by column (unlike NumPy)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7260d212", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "49b7057a", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f5a0f053", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7e1ffe32", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "7cf9b5d7", + "metadata": {}, + "source": [ + "# Operations on strings" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b78bc237", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0236069f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5761725b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ce3d54ad", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "8c5584db", + "metadata": {}, + "source": [ + "# Adding new columns" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f6e09176", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f9a552f0", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2e354ace", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/030_tabular_data/020_join_operations.ipynb b/notebooks/030_tabular_data/020_join_operations.ipynb new file mode 100644 index 0000000..542859b --- /dev/null +++ b/notebooks/030_tabular_data/020_join_operations.ipynb @@ -0,0 +1,1789 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "86d2536c", + "metadata": {}, + "source": [ + "# Combine information across tables: joins and anti-joins" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "b6f949f7", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "markdown", + "id": "1d2a4eab", + "metadata": {}, + "source": [ + "# \"Load\" some experimental data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "a9450803", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idcondition_idresponse_timeresponse
        0312A10.12LEFT
        1312A20.37LEFT
        2312C20.68LEFT
        3711A14.01RIGHT
        4711A20.44LEFT
        5313A10.07RIGHT
        6313B10.08RIGHT
        7712A23.29LEFT
        8314A20.29LEFT
        9714B23.32RIGHT
        10314B10.14RIGHT
        11314C20.73RIGHT
        12713B15.74LEFT
        \n", + "
        " + ], + "text/plain": [ + " subject_id condition_id response_time response\n", + "0 312 A1 0.12 LEFT\n", + "1 312 A2 0.37 LEFT\n", + "2 312 C2 0.68 LEFT\n", + "3 711 A1 4.01 RIGHT\n", + "4 711 A2 0.44 LEFT\n", + "5 313 A1 0.07 RIGHT\n", + "6 313 B1 0.08 RIGHT\n", + "7 712 A2 3.29 LEFT\n", + "8 314 A2 0.29 LEFT\n", + "9 714 B2 3.32 RIGHT\n", + "10 314 B1 0.14 RIGHT\n", + "11 314 C2 0.73 RIGHT\n", + "12 713 B1 5.74 LEFT" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.DataFrame(\n", + " data=[\n", + " ['312', 'A1', 0.12, 'LEFT'],\n", + " ['312', 'A2', 0.37, 'LEFT'],\n", + " ['312', 'C2', 0.68, 'LEFT'],\n", + " ['711', 'A1', 4.01, 'RIGHT'],\n", + " ['711', 'A2', 0.44, 'LEFT'],\n", + " ['313', 'A1', 0.07, 'RIGHT'],\n", + " ['313', 'B1', 0.08, 'RIGHT'],\n", + " ['712', 'A2', 3.29, 'LEFT'],\n", + " ['314', 'A2', 0.29, 'LEFT'],\n", + " ['714', 'B2', 3.32, 'RIGHT'],\n", + " ['314', 'B1', 0.14, 'RIGHT'],\n", + " ['314', 'C2', 0.73, 'RIGHT'],\n", + " ['713', 'B1', 5.74, 'LEFT'],\n", + " ],\n", + " columns=['subject_id', 'condition_id', 'response_time', 'response'],\n", + ")\n", + "data" + ] + }, + { + "cell_type": "markdown", + "id": "a7e8b09b", + "metadata": {}, + "source": [ + "Each experiment belongs to one experimental condition, but the parameters of each condition are not in the table" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "455471d7", + "metadata": {}, + "outputs": [], + "source": [ + "condition_to_orientation = {\n", + " 'A1': 0,\n", + " 'A2': 0,\n", + " 'B1': 45,\n", + " 'B2': 45,\n", + " 'C1': 90,\n", + "}\n", + "\n", + "condition_to_duration = {\n", + " 'A1': 0.1,\n", + " 'A2': 0.01,\n", + " 'B1': 0.1,\n", + " 'B2': 0.01,\n", + " 'C1': 0.2,\n", + "}\n", + "\n", + "condition_to_surround = {\n", + " 'A1': 'FULL',\n", + " 'A2': 'NONE',\n", + " 'B1': 'NONE',\n", + " 'B2': 'FULL',\n", + " 'C1': 'FULL',\n", + "}\n", + "\n", + "\n", + "condition_to_stimulus_type = {\n", + " 'A1': 'LINES',\n", + " 'A2': 'DOTS',\n", + " 'B1': 'PLAID',\n", + " 'B2': 'PLAID',\n", + " 'C1': 'WIGGLES',\n", + "}\n" + ] + }, + { + "cell_type": "markdown", + "id": "5ccfd7e7", + "metadata": {}, + "source": [ + "# Manually adding the condition parameters to the table" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "cc32110c", + "metadata": {}, + "outputs": [], + "source": [ + "data_with_properties = data.copy()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "c322a9af", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 A1\n", + "1 A2\n", + "2 C2\n", + "3 A1\n", + "4 A2\n", + "5 A1\n", + "6 B1\n", + "7 A2\n", + "8 A2\n", + "9 B2\n", + "10 B1\n", + "11 C2\n", + "12 B1\n", + "Name: condition_id, dtype: object" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_with_properties['condition_id']" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "0dbee78b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 0.0\n", + "1 0.0\n", + "2 NaN\n", + "3 0.0\n", + "4 0.0\n", + "5 0.0\n", + "6 45.0\n", + "7 0.0\n", + "8 0.0\n", + "9 45.0\n", + "10 45.0\n", + "11 NaN\n", + "12 45.0\n", + "Name: condition_id, dtype: float64" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_with_properties['condition_id'].map(condition_to_orientation)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "3fb3e3af", + "metadata": {}, + "outputs": [], + "source": [ + "data_with_properties['orientation'] = data_with_properties['condition_id'].map(condition_to_orientation)\n", + "data_with_properties['duration'] = data_with_properties['condition_id'].map(condition_to_duration)\n", + "data_with_properties['surround'] = data_with_properties['condition_id'].map(condition_to_surround)\n", + "data_with_properties['stimulus_type'] = data_with_properties['condition_id'].map(condition_to_stimulus_type)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "995eff91", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idcondition_idresponse_timeresponseorientationdurationsurroundstimulus_type
        0312A10.12LEFT0.00.10FULLLINES
        1312A20.37LEFT0.00.01NONEDOTS
        2312C20.68LEFTNaNNaNNaNNaN
        3711A14.01RIGHT0.00.10FULLLINES
        4711A20.44LEFT0.00.01NONEDOTS
        5313A10.07RIGHT0.00.10FULLLINES
        6313B10.08RIGHT45.00.10NONEPLAID
        7712A23.29LEFT0.00.01NONEDOTS
        8314A20.29LEFT0.00.01NONEDOTS
        9714B23.32RIGHT45.00.01FULLPLAID
        10314B10.14RIGHT45.00.10NONEPLAID
        11314C20.73RIGHTNaNNaNNaNNaN
        12713B15.74LEFT45.00.10NONEPLAID
        \n", + "
        " + ], + "text/plain": [ + " subject_id condition_id response_time response orientation duration \\\n", + "0 312 A1 0.12 LEFT 0.0 0.10 \n", + "1 312 A2 0.37 LEFT 0.0 0.01 \n", + "2 312 C2 0.68 LEFT NaN NaN \n", + "3 711 A1 4.01 RIGHT 0.0 0.10 \n", + "4 711 A2 0.44 LEFT 0.0 0.01 \n", + "5 313 A1 0.07 RIGHT 0.0 0.10 \n", + "6 313 B1 0.08 RIGHT 45.0 0.10 \n", + "7 712 A2 3.29 LEFT 0.0 0.01 \n", + "8 314 A2 0.29 LEFT 0.0 0.01 \n", + "9 714 B2 3.32 RIGHT 45.0 0.01 \n", + "10 314 B1 0.14 RIGHT 45.0 0.10 \n", + "11 314 C2 0.73 RIGHT NaN NaN \n", + "12 713 B1 5.74 LEFT 45.0 0.10 \n", + "\n", + " surround stimulus_type \n", + "0 FULL LINES \n", + "1 NONE DOTS \n", + "2 NaN NaN \n", + "3 FULL LINES \n", + "4 NONE DOTS \n", + "5 FULL LINES \n", + "6 NONE PLAID \n", + "7 NONE DOTS \n", + "8 NONE DOTS \n", + "9 FULL PLAID \n", + "10 NONE PLAID \n", + "11 NaN NaN \n", + "12 NONE PLAID " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_with_properties" + ] + }, + { + "cell_type": "markdown", + "id": "d6e71b13", + "metadata": {}, + "source": [ + "# Using a join operation" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "d9835d7c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        orientationdurationsurroundstimulus_type
        A100.1FULLLINES
        A200.01NONEDOTS
        B1450.1NONEPLAID
        B2450.01FULLPLAID
        C1900.2FULLWIGGLES
        \n", + "
        " + ], + "text/plain": [ + " orientation duration surround stimulus_type\n", + "A1 0 0.1 FULL LINES\n", + "A2 0 0.01 NONE DOTS\n", + "B1 45 0.1 NONE PLAID\n", + "B2 45 0.01 FULL PLAID\n", + "C1 90 0.2 FULL WIGGLES" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Often, this is done using a spreadsheet\n", + "condition_properties = pd.DataFrame(\n", + " [condition_to_orientation, condition_to_duration, condition_to_surround, condition_to_stimulus_type],\n", + " index=['orientation', 'duration', 'surround', 'stimulus_type'],\n", + ").T\n", + "condition_properties" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "a9087876", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idcondition_idresponse_timeresponseorientationdurationsurroundstimulus_type
        0312A10.12LEFT00.1FULLLINES
        3711A14.01RIGHT00.1FULLLINES
        5313A10.07RIGHT00.1FULLLINES
        1312A20.37LEFT00.01NONEDOTS
        4711A20.44LEFT00.01NONEDOTS
        7712A23.29LEFT00.01NONEDOTS
        8314A20.29LEFT00.01NONEDOTS
        6313B10.08RIGHT450.1NONEPLAID
        10314B10.14RIGHT450.1NONEPLAID
        12713B15.74LEFT450.1NONEPLAID
        9714B23.32RIGHT450.01FULLPLAID
        \n", + "
        " + ], + "text/plain": [ + " subject_id condition_id response_time response orientation duration \\\n", + "0 312 A1 0.12 LEFT 0 0.1 \n", + "3 711 A1 4.01 RIGHT 0 0.1 \n", + "5 313 A1 0.07 RIGHT 0 0.1 \n", + "1 312 A2 0.37 LEFT 0 0.01 \n", + "4 711 A2 0.44 LEFT 0 0.01 \n", + "7 712 A2 3.29 LEFT 0 0.01 \n", + "8 314 A2 0.29 LEFT 0 0.01 \n", + "6 313 B1 0.08 RIGHT 45 0.1 \n", + "10 314 B1 0.14 RIGHT 45 0.1 \n", + "12 713 B1 5.74 LEFT 45 0.1 \n", + "9 714 B2 3.32 RIGHT 45 0.01 \n", + "\n", + " surround stimulus_type \n", + "0 FULL LINES \n", + "3 FULL LINES \n", + "5 FULL LINES \n", + "1 NONE DOTS \n", + "4 NONE DOTS \n", + "7 NONE DOTS \n", + "8 NONE DOTS \n", + "6 NONE PLAID \n", + "10 NONE PLAID \n", + "12 NONE PLAID \n", + "9 FULL PLAID " + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.merge(condition_properties, left_on='condition_id', right_index=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "61cb65be", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idcondition_idresponse_timeresponseorientationdurationsurroundstimulus_type
        0312A10.12LEFT00.1FULLLINES
        1312A20.37LEFT00.01NONEDOTS
        2312C20.68LEFTNaNNaNNaNNaN
        3711A14.01RIGHT00.1FULLLINES
        4711A20.44LEFT00.01NONEDOTS
        5313A10.07RIGHT00.1FULLLINES
        6313B10.08RIGHT450.1NONEPLAID
        7712A23.29LEFT00.01NONEDOTS
        8314A20.29LEFT00.01NONEDOTS
        9714B23.32RIGHT450.01FULLPLAID
        10314B10.14RIGHT450.1NONEPLAID
        11314C20.73RIGHTNaNNaNNaNNaN
        12713B15.74LEFT450.1NONEPLAID
        \n", + "
        " + ], + "text/plain": [ + " subject_id condition_id response_time response orientation duration \\\n", + "0 312 A1 0.12 LEFT 0 0.1 \n", + "1 312 A2 0.37 LEFT 0 0.01 \n", + "2 312 C2 0.68 LEFT NaN NaN \n", + "3 711 A1 4.01 RIGHT 0 0.1 \n", + "4 711 A2 0.44 LEFT 0 0.01 \n", + "5 313 A1 0.07 RIGHT 0 0.1 \n", + "6 313 B1 0.08 RIGHT 45 0.1 \n", + "7 712 A2 3.29 LEFT 0 0.01 \n", + "8 314 A2 0.29 LEFT 0 0.01 \n", + "9 714 B2 3.32 RIGHT 45 0.01 \n", + "10 314 B1 0.14 RIGHT 45 0.1 \n", + "11 314 C2 0.73 RIGHT NaN NaN \n", + "12 713 B1 5.74 LEFT 45 0.1 \n", + "\n", + " surround stimulus_type \n", + "0 FULL LINES \n", + "1 NONE DOTS \n", + "2 NaN NaN \n", + "3 FULL LINES \n", + "4 NONE DOTS \n", + "5 FULL LINES \n", + "6 NONE PLAID \n", + "7 NONE DOTS \n", + "8 NONE DOTS \n", + "9 FULL PLAID \n", + "10 NONE PLAID \n", + "11 NaN NaN \n", + "12 NONE PLAID " + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.merge(condition_properties, left_on='condition_id', right_index=True, how='left')" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "7b4d23df", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idcondition_idresponse_timeresponseorientationdurationsurroundstimulus_type
        0.0312A10.12LEFT00.1FULLLINES
        3.0711A14.01RIGHT00.1FULLLINES
        5.0313A10.07RIGHT00.1FULLLINES
        1.0312A20.37LEFT00.01NONEDOTS
        4.0711A20.44LEFT00.01NONEDOTS
        7.0712A23.29LEFT00.01NONEDOTS
        8.0314A20.29LEFT00.01NONEDOTS
        2.0312C20.68LEFTNaNNaNNaNNaN
        11.0314C20.73RIGHTNaNNaNNaNNaN
        6.0313B10.08RIGHT450.1NONEPLAID
        10.0314B10.14RIGHT450.1NONEPLAID
        12.0713B15.74LEFT450.1NONEPLAID
        9.0714B23.32RIGHT450.01FULLPLAID
        NaNNaNC1NaNNaN900.2FULLWIGGLES
        \n", + "
        " + ], + "text/plain": [ + " subject_id condition_id response_time response orientation duration \\\n", + "0.0 312 A1 0.12 LEFT 0 0.1 \n", + "3.0 711 A1 4.01 RIGHT 0 0.1 \n", + "5.0 313 A1 0.07 RIGHT 0 0.1 \n", + "1.0 312 A2 0.37 LEFT 0 0.01 \n", + "4.0 711 A2 0.44 LEFT 0 0.01 \n", + "7.0 712 A2 3.29 LEFT 0 0.01 \n", + "8.0 314 A2 0.29 LEFT 0 0.01 \n", + "2.0 312 C2 0.68 LEFT NaN NaN \n", + "11.0 314 C2 0.73 RIGHT NaN NaN \n", + "6.0 313 B1 0.08 RIGHT 45 0.1 \n", + "10.0 314 B1 0.14 RIGHT 45 0.1 \n", + "12.0 713 B1 5.74 LEFT 45 0.1 \n", + "9.0 714 B2 3.32 RIGHT 45 0.01 \n", + "NaN NaN C1 NaN NaN 90 0.2 \n", + "\n", + " surround stimulus_type \n", + "0.0 FULL LINES \n", + "3.0 FULL LINES \n", + "5.0 FULL LINES \n", + "1.0 NONE DOTS \n", + "4.0 NONE DOTS \n", + "7.0 NONE DOTS \n", + "8.0 NONE DOTS \n", + "2.0 NaN NaN \n", + "11.0 NaN NaN \n", + "6.0 NONE PLAID \n", + "10.0 NONE PLAID \n", + "12.0 NONE PLAID \n", + "9.0 FULL PLAID \n", + "NaN FULL WIGGLES " + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.merge(condition_properties, left_on='condition_id', right_index=True, how='outer')" + ] + }, + { + "cell_type": "markdown", + "id": "cba9534f", + "metadata": {}, + "source": [ + "# Anti-join: filter out unwanted data" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "1cb2bbdb", + "metadata": {}, + "outputs": [], + "source": [ + "# We are given a list of subjects that are outliers and should be disregarded in the analysis\n", + "outliers = pd.DataFrame([['711'], ['712'], ['713'], ['714'], ['888']], columns=['subject_id'])" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "e2e627d5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idcondition_idresponse_timeresponse
        0711A14.01RIGHT
        1711A20.44LEFT
        2712A23.29LEFT
        3714B23.32RIGHT
        4713B15.74LEFT
        \n", + "
        " + ], + "text/plain": [ + " subject_id condition_id response_time response\n", + "0 711 A1 4.01 RIGHT\n", + "1 711 A2 0.44 LEFT\n", + "2 712 A2 3.29 LEFT\n", + "3 714 B2 3.32 RIGHT\n", + "4 713 B1 5.74 LEFT" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.merge(outliers, on='subject_id')" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "eb809fe0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idcondition_idresponse_timeresponse_merge
        0312A10.12LEFTleft_only
        1312A20.37LEFTleft_only
        2312C20.68LEFTleft_only
        3711A14.01RIGHTboth
        4711A20.44LEFTboth
        5313A10.07RIGHTleft_only
        6313B10.08RIGHTleft_only
        7712A23.29LEFTboth
        8314A20.29LEFTleft_only
        9314B10.14RIGHTleft_only
        10314C20.73RIGHTleft_only
        11714B23.32RIGHTboth
        12713B15.74LEFTboth
        13888NaNNaNNaNright_only
        \n", + "
        " + ], + "text/plain": [ + " subject_id condition_id response_time response _merge\n", + "0 312 A1 0.12 LEFT left_only\n", + "1 312 A2 0.37 LEFT left_only\n", + "2 312 C2 0.68 LEFT left_only\n", + "3 711 A1 4.01 RIGHT both\n", + "4 711 A2 0.44 LEFT both\n", + "5 313 A1 0.07 RIGHT left_only\n", + "6 313 B1 0.08 RIGHT left_only\n", + "7 712 A2 3.29 LEFT both\n", + "8 314 A2 0.29 LEFT left_only\n", + "9 314 B1 0.14 RIGHT left_only\n", + "10 314 C2 0.73 RIGHT left_only\n", + "11 714 B2 3.32 RIGHT both\n", + "12 713 B1 5.74 LEFT both\n", + "13 888 NaN NaN NaN right_only" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.merge(outliers, on='subject_id', how='outer', indicator=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "6fdb696e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idcondition_idresponse_timeresponse_merge
        0312A10.12LEFTleft_only
        1312A20.37LEFTleft_only
        2312C20.68LEFTleft_only
        5313A10.07RIGHTleft_only
        6313B10.08RIGHTleft_only
        8314A20.29LEFTleft_only
        9314B10.14RIGHTleft_only
        10314C20.73RIGHTleft_only
        \n", + "
        " + ], + "text/plain": [ + " subject_id condition_id response_time response _merge\n", + "0 312 A1 0.12 LEFT left_only\n", + "1 312 A2 0.37 LEFT left_only\n", + "2 312 C2 0.68 LEFT left_only\n", + "5 313 A1 0.07 RIGHT left_only\n", + "6 313 B1 0.08 RIGHT left_only\n", + "8 314 A2 0.29 LEFT left_only\n", + "9 314 B1 0.14 RIGHT left_only\n", + "10 314 C2 0.73 RIGHT left_only" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "temp = data.merge(outliers, on='subject_id', how='outer', indicator=True)\n", + "data_without_outliers = temp[temp['_merge'] == 'left_only']\n", + "data_without_outliers" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6c3e6baa", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/030_tabular_data/021_join_operations_tutor.ipynb b/notebooks/030_tabular_data/021_join_operations_tutor.ipynb new file mode 100644 index 0000000..e4129c0 --- /dev/null +++ b/notebooks/030_tabular_data/021_join_operations_tutor.ipynb @@ -0,0 +1,462 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "37957eb0", + "metadata": {}, + "source": [ + "# Combine information across tables: joins and anti-joins" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "b6f949f7", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "markdown", + "id": "6a7fcf90", + "metadata": {}, + "source": [ + "# \"Load\" some experimental data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "a9450803", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idcondition_idresponse_timeresponse
        0312A10.12LEFT
        1312A20.37LEFT
        2312C20.68LEFT
        3711A14.01RIGHT
        4711A20.44LEFT
        5313A10.07RIGHT
        6313B10.08RIGHT
        7712A23.29LEFT
        8314A20.29LEFT
        9714B23.32RIGHT
        10314B10.14RIGHT
        11314C20.73RIGHT
        12713B15.74LEFT
        \n", + "
        " + ], + "text/plain": [ + " subject_id condition_id response_time response\n", + "0 312 A1 0.12 LEFT\n", + "1 312 A2 0.37 LEFT\n", + "2 312 C2 0.68 LEFT\n", + "3 711 A1 4.01 RIGHT\n", + "4 711 A2 0.44 LEFT\n", + "5 313 A1 0.07 RIGHT\n", + "6 313 B1 0.08 RIGHT\n", + "7 712 A2 3.29 LEFT\n", + "8 314 A2 0.29 LEFT\n", + "9 714 B2 3.32 RIGHT\n", + "10 314 B1 0.14 RIGHT\n", + "11 314 C2 0.73 RIGHT\n", + "12 713 B1 5.74 LEFT" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.DataFrame(\n", + " data=[\n", + " ['312', 'A1', 0.12, 'LEFT'],\n", + " ['312', 'A2', 0.37, 'LEFT'],\n", + " ['312', 'C2', 0.68, 'LEFT'],\n", + " ['711', 'A1', 4.01, 'RIGHT'],\n", + " ['711', 'A2', 0.44, 'LEFT'],\n", + " ['313', 'A1', 0.07, 'RIGHT'],\n", + " ['313', 'B1', 0.08, 'RIGHT'],\n", + " ['712', 'A2', 3.29, 'LEFT'],\n", + " ['314', 'A2', 0.29, 'LEFT'],\n", + " ['714', 'B2', 3.32, 'RIGHT'],\n", + " ['314', 'B1', 0.14, 'RIGHT'],\n", + " ['314', 'C2', 0.73, 'RIGHT'],\n", + " ['713', 'B1', 5.74, 'LEFT'],\n", + " ],\n", + " columns=['subject_id', 'condition_id', 'response_time', 'response'],\n", + ")\n", + "data" + ] + }, + { + "cell_type": "markdown", + "id": "9f6de0d6", + "metadata": {}, + "source": [ + "Each experiment belongs to one experimental condition, but the parameters of each condition are not in the table" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "455471d7", + "metadata": {}, + "outputs": [], + "source": [ + "condition_to_orientation = {\n", + " 'A1': 0,\n", + " 'A2': 0,\n", + " 'B1': 45,\n", + " 'B2': 45,\n", + " 'C1': 90,\n", + "}\n", + "\n", + "condition_to_duration = {\n", + " 'A1': 0.1,\n", + " 'A2': 0.01,\n", + " 'B1': 0.1,\n", + " 'B2': 0.01,\n", + " 'C1': 0.2,\n", + "}\n", + "\n", + "condition_to_surround = {\n", + " 'A1': 'FULL',\n", + " 'A2': 'NONE',\n", + " 'B1': 'NONE',\n", + " 'B2': 'FULL',\n", + " 'C1': 'FULL',\n", + "}\n", + "\n", + "\n", + "condition_to_stimulus_type = {\n", + " 'A1': 'LINES',\n", + " 'A2': 'DOTS',\n", + " 'B1': 'PLAID',\n", + " 'B2': 'PLAID',\n", + " 'C1': 'WIGGLES',\n", + "}\n" + ] + }, + { + "cell_type": "markdown", + "id": "5ccfd7e7", + "metadata": {}, + "source": [ + "# Manually adding the condition parameters to the table" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "id": "cc32110c", + "metadata": {}, + "outputs": [], + "source": [ + "data_with_properties = data.copy()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "06263dc6", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b96962b2", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "d6e71b13", + "metadata": {}, + "source": [ + "# Using a join operation" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "d9835d7c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        orientationdurationsurroundstimulus_type
        A100.1FULLLINES
        A200.01NONEDOTS
        B1450.1NONEPLAID
        B2450.01FULLPLAID
        C1900.2FULLWIGGLES
        \n", + "
        " + ], + "text/plain": [ + " orientation duration surround stimulus_type\n", + "A1 0 0.1 FULL LINES\n", + "A2 0 0.01 NONE DOTS\n", + "B1 45 0.1 NONE PLAID\n", + "B2 45 0.01 FULL PLAID\n", + "C1 90 0.2 FULL WIGGLES" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Often, this is done using a spreadsheet\n", + "condition_properties = pd.DataFrame(\n", + " [condition_to_orientation, condition_to_duration, condition_to_surround, condition_to_stimulus_type],\n", + " index=['orientation', 'duration', 'surround', 'stimulus_type'],\n", + ").T\n", + "condition_properties" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c27ea9f3", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5e563cd0", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "cba9534f", + "metadata": {}, + "source": [ + "# Anti-join: filter out unwanted data" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "1cb2bbdb", + "metadata": {}, + "outputs": [], + "source": [ + "# We are given a list of subjects that are outliers and should be disregarded in the analysis\n", + "outliers = pd.DataFrame([['711'], ['712'], ['713'], ['714'], ['888']], columns=['subject_id'])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e0e2c3c5", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "90d92640", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/030_tabular_data/030_split-apply-combine.ipynb b/notebooks/030_tabular_data/030_split-apply-combine.ipynb new file mode 100644 index 0000000..5c199e3 --- /dev/null +++ b/notebooks/030_tabular_data/030_split-apply-combine.ipynb @@ -0,0 +1,814 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "247bbf84", + "metadata": {}, + "source": [ + "# Split-apply-combine operations for tabular data" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "44584190", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ba193f3f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idcondition_idresponse_timeresponse
        0312A10.12LEFT
        1312A20.37LEFT
        2312C20.68LEFT
        3313A10.07RIGHT
        4313B10.08RIGHT
        5314A20.29LEFT
        6314B10.14RIGHT
        7314C20.73RIGHT
        8711A14.01RIGHT
        9712A23.29LEFT
        10713B15.74LEFT
        11714B23.32RIGHT
        \n", + "
        " + ], + "text/plain": [ + " subject_id condition_id response_time response\n", + "0 312 A1 0.12 LEFT\n", + "1 312 A2 0.37 LEFT\n", + "2 312 C2 0.68 LEFT\n", + "3 313 A1 0.07 RIGHT\n", + "4 313 B1 0.08 RIGHT\n", + "5 314 A2 0.29 LEFT\n", + "6 314 B1 0.14 RIGHT\n", + "7 314 C2 0.73 RIGHT\n", + "8 711 A1 4.01 RIGHT\n", + "9 712 A2 3.29 LEFT\n", + "10 713 B1 5.74 LEFT\n", + "11 714 B2 3.32 RIGHT" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.DataFrame(\n", + " data=[\n", + " ['312', 'A1', 0.12, 'LEFT'],\n", + " ['312', 'A2', 0.37, 'LEFT'],\n", + " ['312', 'C2', 0.68, 'LEFT'],\n", + " ['313', 'A1', 0.07, 'RIGHT'],\n", + " ['313', 'B1', 0.08, 'RIGHT'],\n", + " ['314', 'A2', 0.29, 'LEFT'],\n", + " ['314', 'B1', 0.14, 'RIGHT'],\n", + " ['314', 'C2', 0.73, 'RIGHT'],\n", + " ['711', 'A1', 4.01, 'RIGHT'],\n", + " ['712', 'A2', 3.29, 'LEFT'],\n", + " ['713', 'B1', 5.74, 'LEFT'],\n", + " ['714', 'B2', 3.32, 'RIGHT'],\n", + " ],\n", + " columns=['subject_id', 'condition_id', 'response_time', 'response'],\n", + ")\n", + "data" + ] + }, + { + "cell_type": "markdown", + "id": "8a239e0c", + "metadata": {}, + "source": [ + "# Group-by" + ] + }, + { + "cell_type": "markdown", + "id": "31eba91e", + "metadata": {}, + "source": [ + "We want to compute the mean response time by condition.\n", + "\n", + "Let's start by doing it by hand, using for loops!" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "e8331039", + "metadata": {}, + "outputs": [], + "source": [ + "conditions = data['condition_id'].unique()\n", + "results_dict = {}\n", + "for condition in conditions:\n", + " group = data[data['condition_id'] == condition]\n", + " results_dict[condition] = group['response_time'].mean()\n", + "\n", + "results = pd.DataFrame([results_dict], index=['response_time']).T" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "09cb04c4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        response_time
        A11.400000
        A21.316667
        C20.705000
        B11.986667
        B23.320000
        \n", + "
        " + ], + "text/plain": [ + " response_time\n", + "A1 1.400000\n", + "A2 1.316667\n", + "C2 0.705000\n", + "B1 1.986667\n", + "B2 3.320000" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "results" + ] + }, + { + "cell_type": "markdown", + "id": "2bc09c66", + "metadata": {}, + "source": [ + "This is a basic operation, and we would need to repeat his pattern a million times!\n", + "\n", + "Pandas and all other tools for tabular data provide a command for performing operations on groups." + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "0500cd4a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# df.groupby(column_name) groups a DataFrame by the values in the column\n", + "data.groupby('condition_id')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "c5857c4e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "condition_id\n", + "A1 3\n", + "A2 3\n", + "B1 3\n", + "B2 1\n", + "C2 2\n", + "dtype: int64" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# The group-by object can by used as a DataFrame. \n", + "# Operations are executed on each group individually, then aggregated\n", + "data.groupby('condition_id').size()" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "5c865cc1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "condition_id\n", + "A1 1.400000\n", + "A2 1.316667\n", + "B1 1.986667\n", + "B2 3.320000\n", + "C2 0.705000\n", + "Name: response_time, dtype: float64" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.groupby('condition_id')['response_time'].mean()" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "615a4515", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "condition_id\n", + "A1 4.01\n", + "A2 3.29\n", + "B1 5.74\n", + "B2 3.32\n", + "C2 0.73\n", + "Name: response_time, dtype: float64" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.groupby('condition_id')['response_time'].max()" + ] + }, + { + "cell_type": "markdown", + "id": "b0441458", + "metadata": {}, + "source": [ + "# Pivot tables" + ] + }, + { + "cell_type": "markdown", + "id": "3feec98d", + "metadata": {}, + "source": [ + "We want to look at response time biases when the subjects respond LEFT vs RIGHT. In principle, we expect them to have the same response time in both cases.\n", + "\n", + "We compute a summary table with 1) condition_id on the rows; 2) response on the columns; 3) the average response time for all experiments with a that condition and response\n", + "\n", + "We can do it with `groupby`, with some table manipulation commands." + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "4a8a7d0d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "condition_id response\n", + "A1 LEFT 0.120000\n", + " RIGHT 2.040000\n", + "A2 LEFT 1.316667\n", + "B1 LEFT 5.740000\n", + " RIGHT 0.110000\n", + "B2 RIGHT 3.320000\n", + "C2 LEFT 0.680000\n", + " RIGHT 0.730000\n", + "Name: response_time, dtype: float64" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "summary = data.groupby(['condition_id', 'response'])['response_time'].mean()\n", + "summary" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "e5a645e0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        responseLEFTRIGHT
        condition_id
        A10.1200002.04
        A21.316667NaN
        B15.7400000.11
        B2NaN3.32
        C20.6800000.73
        \n", + "
        " + ], + "text/plain": [ + "response LEFT RIGHT\n", + "condition_id \n", + "A1 0.120000 2.04\n", + "A2 1.316667 NaN\n", + "B1 5.740000 0.11\n", + "B2 NaN 3.32\n", + "C2 0.680000 0.73" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "summary.unstack(level=1)" + ] + }, + { + "cell_type": "markdown", + "id": "3307fcc6", + "metadata": {}, + "source": [ + "Pandas has a command called `pivot_table` that can be used to perform this kind of operation straightforwardly." + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "8941edfe", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        responseLEFTRIGHT
        condition_id
        A10.1200002.04
        A21.316667NaN
        B15.7400000.11
        B2NaN3.32
        C20.6800000.73
        \n", + "
        " + ], + "text/plain": [ + "response LEFT RIGHT\n", + "condition_id \n", + "A1 0.120000 2.04\n", + "A2 1.316667 NaN\n", + "B1 5.740000 0.11\n", + "B2 NaN 3.32\n", + "C2 0.680000 0.73" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.pivot_table(index='condition_id', columns='response', values='response_time', aggfunc='mean')" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "a7d1d998", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        meanstdcount
        responseLEFTRIGHTLEFTRIGHTLEFTRIGHT
        condition_id
        A10.1200002.04NaN2.7860011.02.0
        A21.316667NaN1.709425NaN3.0NaN
        B15.7400000.11NaN0.0424261.02.0
        B2NaN3.32NaNNaNNaN1.0
        C20.6800000.73NaNNaN1.01.0
        \n", + "
        " + ], + "text/plain": [ + " mean std count \n", + "response LEFT RIGHT LEFT RIGHT LEFT RIGHT\n", + "condition_id \n", + "A1 0.120000 2.04 NaN 2.786001 1.0 2.0\n", + "A2 1.316667 NaN 1.709425 NaN 3.0 NaN\n", + "B1 5.740000 0.11 NaN 0.042426 1.0 2.0\n", + "B2 NaN 3.32 NaN NaN NaN 1.0\n", + "C2 0.680000 0.73 NaN NaN 1.0 1.0" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(\n", + " data\n", + " .pivot_table(\n", + " index='condition_id', \n", + " columns='response', \n", + " values='response_time', \n", + " aggfunc=['mean', 'std', 'count'],\n", + " )\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a770b812", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0234ccf2", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0c77c2dc", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/030_tabular_data/031_split-apply-combine_tutor.ipynb b/notebooks/030_tabular_data/031_split-apply-combine_tutor.ipynb new file mode 100644 index 0000000..7087a60 --- /dev/null +++ b/notebooks/030_tabular_data/031_split-apply-combine_tutor.ipynb @@ -0,0 +1,335 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "247bbf84", + "metadata": {}, + "source": [ + "# Split-apply-combine operations for tabular data" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "44584190", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ba193f3f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idcondition_idresponse_timeresponse
        0312A10.12LEFT
        1312A20.37LEFT
        2312C20.68LEFT
        3313A10.07RIGHT
        4313B10.08RIGHT
        5314A20.29LEFT
        6314B10.14RIGHT
        7314C20.73RIGHT
        8711A14.01RIGHT
        9712A23.29LEFT
        10713B15.74LEFT
        11714B23.32RIGHT
        \n", + "
        " + ], + "text/plain": [ + " subject_id condition_id response_time response\n", + "0 312 A1 0.12 LEFT\n", + "1 312 A2 0.37 LEFT\n", + "2 312 C2 0.68 LEFT\n", + "3 313 A1 0.07 RIGHT\n", + "4 313 B1 0.08 RIGHT\n", + "5 314 A2 0.29 LEFT\n", + "6 314 B1 0.14 RIGHT\n", + "7 314 C2 0.73 RIGHT\n", + "8 711 A1 4.01 RIGHT\n", + "9 712 A2 3.29 LEFT\n", + "10 713 B1 5.74 LEFT\n", + "11 714 B2 3.32 RIGHT" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.DataFrame(\n", + " data=[\n", + " ['312', 'A1', 0.12, 'LEFT'],\n", + " ['312', 'A2', 0.37, 'LEFT'],\n", + " ['312', 'C2', 0.68, 'LEFT'],\n", + " ['313', 'A1', 0.07, 'RIGHT'],\n", + " ['313', 'B1', 0.08, 'RIGHT'],\n", + " ['314', 'A2', 0.29, 'LEFT'],\n", + " ['314', 'B1', 0.14, 'RIGHT'],\n", + " ['314', 'C2', 0.73, 'RIGHT'],\n", + " ['711', 'A1', 4.01, 'RIGHT'],\n", + " ['712', 'A2', 3.29, 'LEFT'],\n", + " ['713', 'B1', 5.74, 'LEFT'],\n", + " ['714', 'B2', 3.32, 'RIGHT'],\n", + " ],\n", + " columns=['subject_id', 'condition_id', 'response_time', 'response'],\n", + ")\n", + "data" + ] + }, + { + "cell_type": "markdown", + "id": "8a239e0c", + "metadata": {}, + "source": [ + "# Group-by" + ] + }, + { + "cell_type": "markdown", + "id": "31eba91e", + "metadata": {}, + "source": [ + "We want to compute the mean response time by condition.\n", + "\n", + "Let's start by doing it by hand, using for loops!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ff3f890b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "805d04c7", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "2bc09c66", + "metadata": {}, + "source": [ + "This is a basic operation, and we would need to repeat his pattern a million times!\n", + "\n", + "Pandas and all other tools for tabular data provide a command for performing operations on groups." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dcc8c9c7", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "818b8346", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "b0441458", + "metadata": {}, + "source": [ + "# Pivot tables" + ] + }, + { + "cell_type": "markdown", + "id": "3feec98d", + "metadata": {}, + "source": [ + "We want to look at response time biases when the subjects respond LEFT vs RIGHT. In principle, we expect them to have the same response time in both cases.\n", + "\n", + "We compute a summary table with 1) condition_id on the rows; 2) response on the columns; 3) the average response time for all experiments with a that condition and response\n", + "\n", + "We can do it with `groupby`, with some table manipulation commands." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "04f6ff60", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "62600721", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "3307fcc6", + "metadata": {}, + "source": [ + "Pandas has a command called `pivot_table` that can be used to perform this kind of operation straightforwardly." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a770b812", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0234ccf2", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0c77c2dc", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/030_tabular_data/040_window_functions.ipynb b/notebooks/030_tabular_data/040_window_functions.ipynb new file mode 100644 index 0000000..b6b118f --- /dev/null +++ b/notebooks/030_tabular_data/040_window_functions.ipynb @@ -0,0 +1,1429 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "247bbf84", + "metadata": {}, + "source": [ + "# Window functions for tabular data" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "44584190", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "markdown", + "id": "8c3508da", + "metadata": {}, + "source": [ + "# Load experimental data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "8e22f6d4", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('timed_responses.csv', index_col=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "c4504d72", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idtime (ms)responseaccuracy
        5743540RIGHT0.04
        11902552LEFT0.43
        189521036LEFT0.36
        533257RIGHT0.11
        1582743RIGHT0.32
        5513619LEFT0.25
        1602143RIGHT0.65
        4131471LEFT0.80
        7851121LEFT0.10
        13932903RIGHT0.33
        6292353LEFT0.17
        18293768RIGHT0.26
        90211093LEFT0.34
        148623RIGHT0.29
        \n", + "
        " + ], + "text/plain": [ + " subject_id time (ms) response accuracy\n", + "574 3 540 RIGHT 0.04\n", + "1190 2 552 LEFT 0.43\n", + "1895 2 1036 LEFT 0.36\n", + "53 3 257 RIGHT 0.11\n", + "158 2 743 RIGHT 0.32\n", + "551 3 619 LEFT 0.25\n", + "1602 1 43 RIGHT 0.65\n", + "413 1 471 LEFT 0.80\n", + "785 1 121 LEFT 0.10\n", + "1393 2 903 RIGHT 0.33\n", + "629 2 353 LEFT 0.17\n", + "1829 3 768 RIGHT 0.26\n", + "902 1 1093 LEFT 0.34\n", + "1486 2 3 RIGHT 0.29" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + }, + { + "cell_type": "markdown", + "id": "a72f45c6", + "metadata": {}, + "source": [ + "# Split-apply-combine operations return one aggregated value per group" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "0234ccf2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "subject_id\n", + "1 0.80\n", + "2 0.43\n", + "3 0.26\n", + "Name: accuracy, dtype: float64" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.groupby('subject_id')['accuracy'].max()" + ] + }, + { + "cell_type": "markdown", + "id": "b8926b52", + "metadata": {}, + "source": [ + "# However, for some calculations we need to have a value per row\n", + "\n", + "For example: for each subject, rank the responses by decreasing accuracy" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "0c77c2dc", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "574 1.0\n", + "1190 6.0\n", + "1895 5.0\n", + "53 2.0\n", + "158 3.0\n", + "551 3.0\n", + "1602 3.0\n", + "413 4.0\n", + "785 1.0\n", + "1393 4.0\n", + "629 1.0\n", + "1829 4.0\n", + "902 2.0\n", + "1486 2.0\n", + "Name: accuracy, dtype: float64" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.groupby('subject_id')['accuracy'].rank()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "6803bea3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idtime (ms)responseaccuracyaccuracy_rank
        5743540RIGHT0.044.0
        11902552LEFT0.431.0
        189521036LEFT0.362.0
        533257RIGHT0.113.0
        1582743RIGHT0.324.0
        5513619LEFT0.252.0
        1602143RIGHT0.652.0
        4131471LEFT0.801.0
        7851121LEFT0.104.0
        13932903RIGHT0.333.0
        6292353LEFT0.176.0
        18293768RIGHT0.261.0
        90211093LEFT0.343.0
        148623RIGHT0.295.0
        \n", + "
        " + ], + "text/plain": [ + " subject_id time (ms) response accuracy accuracy_rank\n", + "574 3 540 RIGHT 0.04 4.0\n", + "1190 2 552 LEFT 0.43 1.0\n", + "1895 2 1036 LEFT 0.36 2.0\n", + "53 3 257 RIGHT 0.11 3.0\n", + "158 2 743 RIGHT 0.32 4.0\n", + "551 3 619 LEFT 0.25 2.0\n", + "1602 1 43 RIGHT 0.65 2.0\n", + "413 1 471 LEFT 0.80 1.0\n", + "785 1 121 LEFT 0.10 4.0\n", + "1393 2 903 RIGHT 0.33 3.0\n", + "629 2 353 LEFT 0.17 6.0\n", + "1829 3 768 RIGHT 0.26 1.0\n", + "902 1 1093 LEFT 0.34 3.0\n", + "1486 2 3 RIGHT 0.29 5.0" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['accuracy_rank'] = df.groupby('subject_id')['accuracy'].rank(ascending=False)\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "5690feee", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idtime (ms)responseaccuracyaccuracy_rank
        4131471LEFT0.801.0
        1602143RIGHT0.652.0
        90211093LEFT0.343.0
        7851121LEFT0.104.0
        11902552LEFT0.431.0
        189521036LEFT0.362.0
        13932903RIGHT0.333.0
        1582743RIGHT0.324.0
        148623RIGHT0.295.0
        6292353LEFT0.176.0
        18293768RIGHT0.261.0
        5513619LEFT0.252.0
        533257RIGHT0.113.0
        5743540RIGHT0.044.0
        \n", + "
        " + ], + "text/plain": [ + " subject_id time (ms) response accuracy accuracy_rank\n", + "413 1 471 LEFT 0.80 1.0\n", + "1602 1 43 RIGHT 0.65 2.0\n", + "902 1 1093 LEFT 0.34 3.0\n", + "785 1 121 LEFT 0.10 4.0\n", + "1190 2 552 LEFT 0.43 1.0\n", + "1895 2 1036 LEFT 0.36 2.0\n", + "1393 2 903 RIGHT 0.33 3.0\n", + "158 2 743 RIGHT 0.32 4.0\n", + "1486 2 3 RIGHT 0.29 5.0\n", + "629 2 353 LEFT 0.17 6.0\n", + "1829 3 768 RIGHT 0.26 1.0\n", + "551 3 619 LEFT 0.25 2.0\n", + "53 3 257 RIGHT 0.11 3.0\n", + "574 3 540 RIGHT 0.04 4.0" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.sort_values(['subject_id', 'accuracy_rank'])" + ] + }, + { + "cell_type": "markdown", + "id": "f57d47c8", + "metadata": {}, + "source": [ + "# In many cases, a window functions is combined with a sorting operation\n", + "\n", + "For example: for each subject, count the number of \"LEFT\" responses up until any moment in the experiment" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "f032f5db", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idtime (ms)responseaccuracyaccuracy_rankis_left
        5743540RIGHT0.044.0False
        11902552LEFT0.431.0True
        189521036LEFT0.362.0True
        533257RIGHT0.113.0False
        1582743RIGHT0.324.0False
        5513619LEFT0.252.0True
        1602143RIGHT0.652.0False
        4131471LEFT0.801.0True
        7851121LEFT0.104.0True
        13932903RIGHT0.333.0False
        6292353LEFT0.176.0True
        18293768RIGHT0.261.0False
        90211093LEFT0.343.0True
        148623RIGHT0.295.0False
        \n", + "
        " + ], + "text/plain": [ + " subject_id time (ms) response accuracy accuracy_rank is_left\n", + "574 3 540 RIGHT 0.04 4.0 False\n", + "1190 2 552 LEFT 0.43 1.0 True\n", + "1895 2 1036 LEFT 0.36 2.0 True\n", + "53 3 257 RIGHT 0.11 3.0 False\n", + "158 2 743 RIGHT 0.32 4.0 False\n", + "551 3 619 LEFT 0.25 2.0 True\n", + "1602 1 43 RIGHT 0.65 2.0 False\n", + "413 1 471 LEFT 0.80 1.0 True\n", + "785 1 121 LEFT 0.10 4.0 True\n", + "1393 2 903 RIGHT 0.33 3.0 False\n", + "629 2 353 LEFT 0.17 6.0 True\n", + "1829 3 768 RIGHT 0.26 1.0 False\n", + "902 1 1093 LEFT 0.34 3.0 True\n", + "1486 2 3 RIGHT 0.29 5.0 False" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Add a flag column \"is_left\", so that we can count the number of LEFT reponses using a cumulative sum\n", + "df['is_left'] = df['response'] == 'LEFT'\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "f9420c3d", + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idtime (ms)responseaccuracyaccuracy_rankis_leftnr_lefts
        1602143RIGHT0.652.0False0
        4131471LEFT0.801.0True1
        7851121LEFT0.104.0True2
        90211093LEFT0.343.0True3
        11902552LEFT0.431.0True1
        189521036LEFT0.362.0True2
        1582743RIGHT0.324.0False2
        13932903RIGHT0.333.0False2
        6292353LEFT0.176.0True3
        148623RIGHT0.295.0False3
        5743540RIGHT0.044.0False0
        533257RIGHT0.113.0False0
        5513619LEFT0.252.0True1
        18293768RIGHT0.261.0False1
        \n", + "
        " + ], + "text/plain": [ + " subject_id time (ms) response accuracy accuracy_rank is_left \\\n", + "1602 1 43 RIGHT 0.65 2.0 False \n", + "413 1 471 LEFT 0.80 1.0 True \n", + "785 1 121 LEFT 0.10 4.0 True \n", + "902 1 1093 LEFT 0.34 3.0 True \n", + "1190 2 552 LEFT 0.43 1.0 True \n", + "1895 2 1036 LEFT 0.36 2.0 True \n", + "158 2 743 RIGHT 0.32 4.0 False \n", + "1393 2 903 RIGHT 0.33 3.0 False \n", + "629 2 353 LEFT 0.17 6.0 True \n", + "1486 2 3 RIGHT 0.29 5.0 False \n", + "574 3 540 RIGHT 0.04 4.0 False \n", + "53 3 257 RIGHT 0.11 3.0 False \n", + "551 3 619 LEFT 0.25 2.0 True \n", + "1829 3 768 RIGHT 0.26 1.0 False \n", + "\n", + " nr_lefts \n", + "1602 0 \n", + "413 1 \n", + "785 2 \n", + "902 3 \n", + "1190 1 \n", + "1895 2 \n", + "158 2 \n", + "1393 2 \n", + "629 3 \n", + "1486 3 \n", + "574 0 \n", + "53 0 \n", + "551 1 \n", + "1829 1 " + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Without sorting, we get the number of LEFT responses... in no particular order\n", + "df['nr_lefts'] = df.groupby('subject_id')['is_left'].cumsum()\n", + "df.sort_values(['subject_id'])" + ] + }, + { + "cell_type": "markdown", + "id": "ca1e8032", + "metadata": {}, + "source": [ + "# Window functions are also useful to compute changes in the data for each group\n", + "\n", + "In this case, the window function often uses the `shift(n)` method that lags the data by `n` rows" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "18f440d3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idtime (ms)shifted time
        1602143NaN
        785112143.0
        4131471121.0
        90211093471.0
        148623NaN
        62923533.0
        11902552353.0
        1582743552.0
        13932903743.0
        189521036903.0
        533257NaN
        5743540257.0
        5513619540.0
        18293768619.0
        \n", + "
        " + ], + "text/plain": [ + " subject_id time (ms) shifted time\n", + "1602 1 43 NaN\n", + "785 1 121 43.0\n", + "413 1 471 121.0\n", + "902 1 1093 471.0\n", + "1486 2 3 NaN\n", + "629 2 353 3.0\n", + "1190 2 552 353.0\n", + "158 2 743 552.0\n", + "1393 2 903 743.0\n", + "1895 2 1036 903.0\n", + "53 3 257 NaN\n", + "574 3 540 257.0\n", + "551 3 619 540.0\n", + "1829 3 768 619.0" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['shifted time'] = (\n", + " df\n", + " .sort_values('time (ms)')\n", + " .groupby('subject_id')['time (ms)']\n", + " .shift(1)\n", + ")\n", + "df.sort_values(['subject_id', 'time (ms)'])[['subject_id', 'time (ms)', 'shifted time']]" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "4f1cb393", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idtime (ms)time from prev
        1602143NaN
        785112178.0
        4131471350.0
        90211093622.0
        148623NaN
        6292353350.0
        11902552199.0
        1582743191.0
        13932903160.0
        189521036133.0
        533257NaN
        5743540283.0
        551361979.0
        18293768149.0
        \n", + "
        " + ], + "text/plain": [ + " subject_id time (ms) time from prev\n", + "1602 1 43 NaN\n", + "785 1 121 78.0\n", + "413 1 471 350.0\n", + "902 1 1093 622.0\n", + "1486 2 3 NaN\n", + "629 2 353 350.0\n", + "1190 2 552 199.0\n", + "158 2 743 191.0\n", + "1393 2 903 160.0\n", + "1895 2 1036 133.0\n", + "53 3 257 NaN\n", + "574 3 540 283.0\n", + "551 3 619 79.0\n", + "1829 3 768 149.0" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['time from prev'] = df['time (ms)'] - df['shifted time']\n", + "df.sort_values(['subject_id', 'time (ms)'])[['subject_id', 'time (ms)', 'time from prev']]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3d06a890", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "87a52b7c", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "61badaf1", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/030_tabular_data/041_window_functions_tutor.ipynb b/notebooks/030_tabular_data/041_window_functions_tutor.ipynb new file mode 100644 index 0000000..99b7fe8 --- /dev/null +++ b/notebooks/030_tabular_data/041_window_functions_tutor.ipynb @@ -0,0 +1,320 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "247bbf84", + "metadata": {}, + "source": [ + "# Window functions for tabular data" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "44584190", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "markdown", + "id": "83bbd275", + "metadata": {}, + "source": [ + "# Load experimental data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "88b9e189", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('timed_responses.csv', index_col=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "987a3518", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
        \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
        subject_idtime (ms)responseaccuracy
        5743540RIGHT0.04
        11902552LEFT0.43
        189521036LEFT0.36
        533257RIGHT0.11
        1582743RIGHT0.32
        5513619LEFT0.25
        1602143RIGHT0.65
        4131471LEFT0.80
        7851121LEFT0.10
        13932903RIGHT0.33
        6292353LEFT0.17
        18293768RIGHT0.26
        90211093LEFT0.34
        148623RIGHT0.29
        \n", + "
        " + ], + "text/plain": [ + " subject_id time (ms) response accuracy\n", + "574 3 540 RIGHT 0.04\n", + "1190 2 552 LEFT 0.43\n", + "1895 2 1036 LEFT 0.36\n", + "53 3 257 RIGHT 0.11\n", + "158 2 743 RIGHT 0.32\n", + "551 3 619 LEFT 0.25\n", + "1602 1 43 RIGHT 0.65\n", + "413 1 471 LEFT 0.80\n", + "785 1 121 LEFT 0.10\n", + "1393 2 903 RIGHT 0.33\n", + "629 2 353 LEFT 0.17\n", + "1829 3 768 RIGHT 0.26\n", + "902 1 1093 LEFT 0.34\n", + "1486 2 3 RIGHT 0.29" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + }, + { + "cell_type": "markdown", + "id": "5c41cd93", + "metadata": {}, + "source": [ + "# Split-apply-combine operations return one aggregated value per group" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0234ccf2", + "metadata": {}, + "outputs": [], + "source": [ + "df.groupby('subject_id')['accuracy'].max()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2b2a1796", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "2bb99152", + "metadata": {}, + "source": [ + "# However, for some calculations we need to have a value per row\n", + "\n", + "For example: for each subject, rank the responses by decreasing accuracy" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3aed0755", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "17f3d40f", + "metadata": {}, + "source": [ + "# In many cases, a window functions is combined with a sorting operation\n", + "\n", + "For example: for each subject, count the number of \"LEFT\" responses up until any moment in the experiment" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "67efdd56", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "a00b4f39", + "metadata": {}, + "source": [ + "# Window functions are also useful to compute changes in the data for each group\n", + "\n", + "In this case, the window function often uses the `shift(n)` method that lags the data by `n` rows" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e553c17f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f2973e3d", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c9ca46b0", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/030_tabular_data/timed_responses.csv b/notebooks/030_tabular_data/timed_responses.csv new file mode 100644 index 0000000..6f3d2da --- /dev/null +++ b/notebooks/030_tabular_data/timed_responses.csv @@ -0,0 +1,15 @@ +,subject_id,time (ms),response,accuracy +574,3,540,RIGHT,0.04 +1190,2,552,LEFT,0.43 +1895,2,1036,LEFT,0.36 +53,3,257,RIGHT,0.11 +158,2,743,RIGHT,0.32 +551,3,619,LEFT,0.25 +1602,1,43,RIGHT,0.65 +413,1,471,LEFT,0.8 +785,1,121,LEFT,0.1 +1393,2,903,RIGHT,0.33 +629,2,353,LEFT,0.17 +1829,3,768,RIGHT,0.26 +902,1,1093,LEFT,0.34 +1486,2,3,RIGHT,0.29
      3. Z9Kob%$d zDX`FRA(u8;#7mL5SuohJO%wDQ5v8Kbixbk$ffk#vx-OSuHPZ7*^3rf-*(CF=md_x; zj^(;m-&(d#E>_kRDc>^ZSQ&(IlK`9`9d&zKZE}c65xNC z)!OK7i+J52V$@h}a4!@jntFgbxaq0Rm*K=9cd`Y`B-yx7#Bg%77=GXACk$Bi(53Rl{y zvwSkrTFq(9CRS=0+N;Y4;ZUO6ZKbSsWuy06NMkkuS+Tb}qr~8-Xd}vu@C4t=22wmt zBhnT%r=$$~-SRyklWjQ1c+FRvtpx|XbVi(8id_3LeD@6^0BEO z8YiammM)Un&pGERH=c_SeT``F-~D}Lu()=(I{ii(kmNFz*4lhFXbR18XdR^Wl=V3` zm+VyD`nAB3B71eVR>M`kaHViCByvh#pFB~CoagvaMt5D^T#ezVt+E;8kfC9hlBu(_ zY^7S+_Whk%lO&d^Lk%BF9;rJ&xitScIV%y&GaJU+O#Vzg<7C>WCtrH`gJrY%{USf2 z@1}Z1SxsLu-Y&Of%Enp>T%+e?oRI_%3c!~5X9 zZ-3WiIz*{5y5*{WKwsA68hvA)X!fhzZQZJ*+0fp2BJvL6P~u#ZkZ=nV!*khmVy@}G z8e^B9572=rxR@D2H%9#OOsKJzuo*9xl8@1&t6yH`cTRTUDkwDsnlyxKEU}IH)BikC zh-IEFuIIsqCL{F&DcXMV*@i$#$K(P1QuC^d>n<+20FU@>m5NQqxcS+vq815;L?Qa;mf z*3hx!?|N?-b4{a~`Kkgl*W`eV)pVAO?Brl7?oO5m+KTOy?WZqlr; z&Rw+$zI7E_OJ|VJdrbG*=F%Mho%*gbuC7(^JMod0tivihhPXt9L^Vu|FbeWWxZF;! z0|yQGzF?>JyCCR*6=s=r6(>X3TJOr9CJcc?oNbs)9I~km<(8r|QjKXPM`_q&X`nA# zSPHR0GqoNz7(?-5KN?f+p`$c~KCrZ484(@LlU+sqCAtdI>jpXIyIr%IuGu!~0_HB_ z3BskxEjlv$`Nmcz+<7Ld$38|}OPnb`isfAWrj$%k9D99nGlka#YcF6PF z@%l_8J`;{%jM7(=c!H_pdcmR?|DR_bn$20D%p@JIsvs`?`^Yo?dVN(Arlk=ndrj5m z?iB+0=4xg3g`c_Dh}SSzLz`){i3n&PmTv+l z*$c1yPeI}y?W-GulLzBp@AN%e7`qd^^N{rf9`ZW$mEuMnMB~ATT$sf4lQfrH=D^@r zjhP>U@KFlHz8W*fpOYnR1v>1>d8g@2rZErJx-)$h5w+FQe&?=pmcJzS z4W~DamcUjeJ?ThdEIW1Uu!mmsY>_twTG{n^%=CzkyCX!QuA&mZrsjCAgY=Do)$kTN zv~Ej}CWDVjiu0~n$YjzjlgUklJ<7FEvtxHctNCK9U5E2Up6f|zM$_3=8(TW_vt{g> zd{5K|PV~u_s2zfr9m@wW^iIJYR^*A&c`?&%;eI7Pr0^e5?FLRS%iAc>KEo2 z4}H2b{An;QD2%LIbLPjzPO6IMvor_qVAG*~oS&P6n7bwV=r%WVObRknX|>dFe$+@; z)f{X*bxP!T6qtajeC)iJMvb)4v;~^PphozT#eQ@RJ7Gg&%k6_xp^5I#uqgoUpo-rU zS>5}NJjZ4P9loQEZ<-s3a5N2fN<*r@A^PdE;Cri-DLsTYZSTGuoki!Za5Aaa^|-a^ z%V7?my^q2;fjo>rgZD00gT;pOD9=NH00Ri{tpJeJ!rFe+Pvl8^U&)l&&KWN6%11sY zok)#5iBZ}MKPVqF*;vgc*f_(j?vR?cT5`MpD+JdtB1osX*wHLLiJ7J~+^d}leYuJZ! zx!u!S$1;-jJ}PM6M}yd4IZesigWom-=R~80qHSBmXSrsOla*A=Kzy+5DijpKcMoOP z2^`#CG@}OLFw!c3+nQxy>Db4crs#PXYjkoux435*pHBHNmn1vOp5N%3-WY>3GyG-4 zjd@pbRAMr47a?XiB2lAdB*Z&fuRK!G>fK6i2x4|GWRRejs6WJ&T{g~lKc;}IyKl7< zqz|(Z){$iQDRx}y(l+W?K~g?-S};iG^(hJzooL;_zqOZ+gJQZvMaaOa@0X=J}I-69OxVnS0Xpu8f08;oYtu!7sG4 z^1Ts*mQ^)`hk7a|*10)8dP-s?i#Eyb8Z@O&X5R?AUta7d*tk3yk?hu)LhOz?Ec#RM ztR?cc02Zff4(lQcpHZpjjP_{@jDWTjhw)f9M*BDjM=jd-$@Q%Xg69aV>swiuEtTKh zH#jtxt;9#kDwAb_>%R9zMAo)jrTYZK)jJPfSV=!|-Me?CV|bvhy;psw~YSLH3+ zOPoTp>j#O!+ekMz$BZp?mL2{CH1eayDa1Q=|JK-(FA}}S$1)6_&^J-@Ybc^gu!Lnl z3jB__IqCTDz#ZYrl<+%~(;0Z!5}eRPNr_P6=`$9(^3osoY4*uC@G|RFSV78P44hA6 z4SQ8_=93O_@16Q&Z$4yl7A{Sn%58QO)`_lsPymgZsJ5x;TrVK*tEq>+%_sN8&DL!( zcMq@*^78#EA)ZRNYn0#!Pr~4}dsvw9OP*0D0lhno957N$AOW+y0w$` zUQsDYxtj*h5+ZyP3_39Xi|rykRM%a)V!1*Y(>+)Z*(yIJ00cjbesuBSfNq!SyY+L; zYqy8`oK{~rC4vHC%_K9O*hZVqhQ1AZOU zxo!AW5x6lY1=T}o3&Fw&B_qWh-3n5y-6snhVoqwIX`sXg5#Z9N*VmZnN3FKLVL_ms zZdq@t-F862tfu7dNu7>J zC^i+wf)im0CETa5BIh10-I+QHaHgMrX^_Rzh9i)W6pX@`I`~rD^Z~2~QV*sa&?f$@r=+1mr6*c- zV$jwGh~Y<$F4be!I~8g*;bRs@?a$ub6&^T&wxr3g!yad+0iG>CW9SY$xOkjgZ-^MJ zE@5P_gT+;?EZ`(A7rC)QBObQjgW=p(lb?V1LSU9bx`_Od@J^s2@sux^ixELV0eM{w zIjLKMtySs|waYb&Ke?|B4_g?l1+n^8Ud$qDo6RyCp3)R>Vd4cW&ljquC$Ebk$BqHa zh=pqRiq`YYPo`z23W$_kVdG0ReFpp|71_jnIwHgua-<=;TNxu+5+}-5H8;f+d}eD- z>yIhQ_1wD}Ox_uYXr=H4FB(3J#e~_N+WQ|&Azm{F}A4eihQtyZRD8BR~dGO(!VS+6w1VA!SOMWj z0eBzIxM`v}z=*vWwXe}DV{OtMn!Ygq~z|7suh$~ zndf-LB#pIsr+B{R-@P%6Gs#%F+`=`^6)y3Y~nB{IdAJV-p;vY65IQ(mw)hvvmh+cr6 zD(TOaky0GU;^a&&YAVyXwkMps7!`sYrc=|e)~J)a@PF^L zx!}m$jwD_?iu4OJ@{#Cx`d6CxF5ts-LFjlRHR*PsA1&17akQW7SW9!JI~|M!zMmT& z;-RTD{2eoB>NARpwT8wOHzWq66$mvTt1~1N>R_i+5b7wRfEJWeQ>YLM4FZa>GQ@F2 zP5~8VV2wGhdrvb7L3XZ;CiuYyxgyg#Wpp`NeQ8XiI21<*%Sy3fx>ekU8~Eu-xwF!z z+3iYWK9s~lHyU=<#Y_<5mtmj?L}c}+2uE{L>^P*@XaSoNlL!qz%QT)?^`Ho(Xvb=j zDOYa-p_(!4NfPnafGrt-=~0=O^rqsRDTrY%)ZnC!O*)hs0AP=rca@RSowy2LG*bcz zEx{F;f2X6u+4QYxCgQO*T|h$%WYo&TN0{sO%WrtVde$RWuC;geo3=UcSuAT7Xhv!_ zH1cXA(vZeAMo-O8V^JCa>2y|7qczY+*NWnF+mjrCX1eQ1!zeWk8YXG49jd}MM@p)% zkyFOtiV!luDtl9g-%4Po?W-hDm(rJCiAa)f(xlt_#b5;`0I$a%LG+|93Da4Xo-1)4ZDsZ6s`qQOZ=9|h;2OOHW9O#j8OoC-Q z->yvoa#e<57#UCiz^e1xOR$!Dw6_^f1ysAaAsamapb_)W#v;$EH(%iy_5l9?Q(jJM z-98~{t92w3Ff1NLb{XI)kwE=3UM;9vHMXg9YmQ@?qx_hPn3p3*!PcN~^iLiQCb zI!J@M`+L>sZX>vfWrf2=-jtf^G%4v>_fV-P01=KrtI`pZgM(FN9$+Bx$Kya8wdIg$ zA1jO=D-z>Ml%2qH+upkgp+hji&PEMvX<8tfLhid))Q-PO+7ps`7}SJXyF8j(X`ufA zSsO386&SCiH17jx5`iMy8;J>5PI-y)--n#Sh5^$jE-x@Y>V5@GNo{HUZLT;z0UD}&qNF}Q8QRQ4@%OG zEyACnrpmh|W%s1hTXJW+C~SY9rAu_VlW_E>0xA(LN-7ajEo@*)DZ-d3;(-nnqLP+` z0ZtT@wLmQ;Egk3)gKu#+n7J6{yKO&f+X8(nmq?Y^Z57a3KbHpF_O3c-T|-SuVwk&k z)l`$OG~YW7oYuxBklUJ8D~^?&_MDnSa8F8l3sXQiq%JCtnB;Lu`^NR6;bP&LM|zE} zK<`k9T=g{XvgfI#aoCDm{B)=m@!hx;Y}qGzdRrp&6txWs?YOQ@J|c0_tQ1^zr9g^0 ziU5QLC#6Z{wL8p=9<(*oW4NXu5u8!7qI=~X>H~k1!KNCQN>pqB9cr82k}4Luaw%O6 zBIKCc*10bckRWb*R@9d-j8-0@Z6)ExIH{8dxLu|g4kFro8S#Oek!Sl)XM^usfg)~H6$+LcdQ zoo^KPu5`%fy*XrY-iw8flwB@5(@g4HlUQpshO9^CKYDi+j;h;HiYUfdRoE{C{GqN^ zJw9271lH!4YWB;9t4)y6s2!;ZVrhPq+_rjE5-CO_lUdWkR!yYvYey_NJq_9VT1vK)Bvc_DiKt50+K|^ylxoHUlB$ajMaO~Xx`pc z@3i31!5(YkTR*lzbs$r<3{1c7@A-d`KaF_5j&$>3H^_ zz$m0~*jJVOU(lKftaUVi$g(kwwv3Q|^8Wx@g`s<%L94^$>i1Eo!ugC>9WYN7=^qU5 z7HtON%(yZ^F<`mmD*^pM{OXPGgyiugI(^(IY~(6d;7X)m3}AuZy>o?(Y&xIDf&bLc9gtFbb6S14&(B=f4=>Jy}J9#S}$ z1^)mO&OVjdY1Y>E(?=@XhacULagX>HHDW7B;^s6PkMSPAomyB|JpJ!l=!|S~%2ztu zHL{)&EHJ!ff4VV)T2W4gStL@+j1p6?)K)i#=LslAY=+~S=-MK!l^k~!*Bw#GEg9t= zKKOU1Ja4G!&@6E|CPNti0942LvHjEBcCS6Mg6B<^C6r;~V5gp=+Pc3!r=4;5AzkJa-ShR)Z)3%4|&#d zHMHS_BVdDFRLhvj{_v=Yb4FmP7MLl*wmF$7r;1>wieelo)PkHUtN}|!6bL&~ccrB7 zOhzrF@}c>Gt(!}RnfBEv!ao33g`_@P=M}{hvPPmo#W=vCoQ`(VHs-C2L1REEpD1oA z!Y3l0w#TWU1q{1-P$UDjNMOLD$s1@95uY8YhT*eQtV>8^KzdPemCWx=^Q6sMD!qj< zliHQWS1luY(?FEfl8ug(=un=t2%yU*dea&?53OpnDi1Wq@|1E#78#fJX&6$isU2$Z zod*C^d1pKdEEgg21tElEinOq?>r#k76j&~23vBfi@3Mi~u8^u~IUHh>i0(kKfl*u_ z!4&f_2B4nc6{Iw99xb&WGXY#P*Q0ouOt3K?mFH3nF&>7YjDhMVH6zq4Xc*|E*&sE& zZL0)8GhEp;2R*4Zai-DSTk65P){J-g9cziRSsMfz+qN<;15~{WTAdnR)rGtUvEyOf zRh27B;bTx-ifogv&swB|p0wvvx2-#hz_&m?1zSnks~c+xaw|dxVmec}SkPX2nv^Q~ z)pSQSI;W|sxeR~HN6=D@gQ=wxL_5<0Xot01R@qeJxsTSZLdi3Q2AGbAOqqPXaazJf z#{#+gXv}0_*3^8UIISXP$^5}i4yKq;6`@xGs6?B^8^$T14@z7EKoo)dJ;6-;kIMf5 zg;@t_$)vb|OBqqY?0pSZj^%u|S;z%=B%UY&{#Wl+JE;~wnVaRt4>gr{t|VZ`Y&Uo77O=Rvi$`-k2X%9 zN}4zWw$b-TQ&~3Is!0&rS_95LTHrN3bn4zV)8V&o^eb7mr#w4j1;3#G0PELxuT1e+ z{gwh!TYy(^{uSiyi=8rnFMtOPSUvmva-qu9C}6hfj~?0j58CLOJ|Bsm2aO zPNIo{W8t?a&A!SfXtVPlsqI^+ii#BwDyYB!ULx%<++0BQ|NzAaHB9ySEos%^v`sRQej@r;F_KZdD;k!w*C0S;<-4+AiwGOQzQ&-hozc6KuP` zg{rXYS|_25mZYmv3W;h_R7mko6wyxpYMK^AKM#t1Aer$iDqYR%oIKcHZ>&e6|)2~X; zh@UiWa_{I4YewlrmeILfu;QvN zENVN|sKTE03ZchJnIohG>OBoB0#~gxMtf2a;2vm9MPbCe)|3T!;Nuc+xR7)Fo6``lyh?{6URmJK|k<*1=T6k2&W{c5`(6`+6 ztqjdTt5vRUA+w8ohv)}WP<^oV70+r{X6EUMY^w01(vx;6E0*rH*-E#Ps-A@MYZ7_n zmnGbiPE91NcVp6{#(MUwTWrxJhIS;LJJmU*&jY7nQd~`+m45H@s(CEfskum=6+OC| z(2WFff&50JwTl2}>S=E7R@U0$>Avg{w4ad88z9}B#Mggq*6(m~kP!<09e-T@RGSn@ zkU6Zc5AQbZG>0!M7h-#pTOd~?o!Q?NWG*!yw(iA6GE1}!`qjmS z7nV6R$k0NV{v+0v+izO5h-`V34iFE@kVx&`pxy^lQbxs(9X)A?y%GJ<&+AvL)R3fi zthL5Da%%m&tdWAfs?jXkB!istI5l?O?1Bo?Ju6kI zmd27CHqv3QfQ>k4pnn+%JQf3s$J`9 z@)I4&2kyULuX@K}hah^?!?9CcM=eS!C8<`lG9(oIQ$VLv5VTU!OhQr*y-P^HdVndL z2#@@>oj={XKjBVWSP=ZzGB>kMPxPw>S0|KT#mD$j=CJ4&{`;>w$nU!oZLr~0&(IV6 z>E9=4=WlMG(v!`T{gL|r09sIHJb|C0{{Z!=i&5*(+_pva&nBeIz;sj|!xa*V&UZFG ztwz8H%_#h-fbzNIvTpSwbuh5b-R#HEar~)9&dTrg=~62&A1W#jr2-KnE6&}y_Qgn4 zAHL^r_j7?!G@u-1oxKoe{{XE@zI*+|SpCn;)Wvejy2hCRD*B!UUxraNoAc9}&094G ze6Cr&Sk{~=8rn5nNoIVqJ+k6a3?OuC0D&%|DtWBlMa)do(PvF#i zoO3{#=B-uO*Li#3;}mSlD~i9iYgyVh6vS7KO_Bp$R+*^)pk}!N%i_0et&YG!q{>HW z1?n=4kyqnrWF4!GPdR#3*luTxcd01q#k6hGgJtPhkm|B0TG5AB2dx%Cc33v91w$lG zpz&8D)FN)ARgW?m7quLyT*o+f`Md*K7UDuV&0I*JGIp!6!w~6;6hoM%vA!vMxhqH_ z4@z7h^s2C~W%*M3(AM)~f@@QBW73_yG0;(AT*dno?fgcjhfTOV?lq{aGg|gyGan#R zQ4^7wW28#_l51MqOlaGYR_$e2&gO)!its@c}DlM_jF-!JCyESifgZFC}Sk+w| z+r&zd_sBf`DxQdyb~97C5&q&g$M=Z-RgfGP0D9CfDRarBgyv=X)@|I;D-)5IB-Lw~ zaq_KB?S^lyXUyD^O-m^dO5Af&S;e^TVZf?~GR~+v*32;~1x~|~YEez-OZOwkcI4MJ z<4fPOXhPLb?=Kr?9guQ=pstOM=FM<^E0|t*hB#E^U`3A^?oLnirBT`?(T(Iyrbn{f z2cQ+AD!sC8Kq}HHcLlip4SdPNC&e)?0qY9${R5o_sWP=O` zn%uD;%93d^a1To9glvvFljdYj#GIOSym@al^c_C65zDfu>P=ach@%L#Xw8Za<|opi znd(w@M~?XBsyW=)9OTmw=+&ic3ceG|TmheYh8GZgpabe^*qJ@XX`wNS>`pUQlXlz_ zOjQ{K0DZuxJfV2+REZ`VBO`bu`U>5$k{7XTsZr2^b6nE4{!MH|O$MAP zh*~J5rXVyY-=w8ay-W(?c}f2OR1f?BQ^eE%0M9Icz(qI9bN>J@E&l)kLH-mAc}eDZ z@%Rt$uQtr@x+M}_H)1Hvx%s36@x?W52|sz;-K75j>(qh>)9*SDZ2tiDs;n!GQIK~? z%}!mtmpJd5Q{=B!$NUHSnpK)Es5g7$pZ>K11>FAta1Zzj{{T}`i+3aUgev=*Z=W*^ zE&%OK+n!{Tp7}JyO}+^DP+X5g#UE&p@TwGgDE_rv%?b~^Tj@#X$&Zm02lt%Oa4jmx z$98u6lUJ?68)siIwg=uFDVdlGeqFGe+^Y03!ejsFNbO_NbpVWZKH7r7`WK z$4atBAsDA*dQ`C561ipqru#H2_oN@4QY59HYGDj|3enkaKZqJ|FbXUeGE5RTYEQ9B z)vjiUbQHsKy@ed3<}${Z$E`2+SnexB?LO4QIrOEPsOp;dhs#g=0Qgc#L8K^vB2F^NHk9eG+zHPp>*7$>8Fa|(t&o3?-=3?x6 z(iu}YY}U@7aQkssr>$z~oYG|@ei<976?!QU^%Y7yEu$lfu8Kun zi={CP7R)~Bryo5B2COLNp2Ov!S2I?7ktb7HcJ~wUlT@;N-UVnt81|+G<(cu`o*jtf z)M~AYkVM9rB8;B&;Mg5#SWQZ>FM42CHw>-CS%&&hFti(VC$&!;C^3pP4F^YiGB{(J z=ydHwzTM0D)*42j=M?ifU%S_}Qg$Vythu^NduN%(HjX{dYT<4rd8KI_<(TB3dbO$Q zGfQn8Y6w+7HV@wV)>*n^_pp6)M5S@X5A9Mz{z#G~H@3%28V06vO2A&jTLyg-ux+(6e7OGrzTeWft?gj5 zTt>e(Ib+n-hRHeYP`iQ8VOJO^nM$LO*`(S%>YF$J0A8H$pP2Wig)DxxWFmW188RNj zijQ}lbLtn9R$up4*y+YiRJ7(6ll#V)u0Ch$%|Q{tXY}Aw%+$hmMi=ok0b<|xlY#42 zrN(L=Qx3aZ(A5U(K&BQnlZv?nrB?yE9mDHckY!UO z^{WXcdQ~D?HTUJxX!r#FMzrIdURB7#zX#c?3ffiN5=O!|1p0f{lt|E=F%8aDheoSR z&7yncZ|x9U?#mwE#<{E5)o#mY3`fi}*1HSH_l00R8Gop*Z&kJvv#83+8)P@JsFs?S z9dtAM(}hDB>W8ZF^{GW#WHd+(JXAo_fvZH1%@o|xnglwQKfO)OIzPQl36#an!Qfj= z-}cOp<|*N?2;$Y(+_)7sU;cS0{{VpsL*^bg1^PG@!DF`MK1I}r=D_wXyZmXw)UV%^ z{Wjo#N^xf#DGYz#C;1v`t=4xpmZSZc@%poWN-P&1kiw^y$?t(u7g5kL{{VZB=TQ$j8zsK>bfN!sPjokH3ZX=8#9Y;FfQprseVS+AsUl$XoQFEz68~ z;TO^r#Q;m?2!>k`k5(an`t;AVTcQ2fd7J%}9 zBY%@in#1L})UKptZnz!EshV&RiiVQ|qSq>#tUJIBzu8xc+_Jt|7nq$#VpkQUXL2PA z1-0G9%xvP>0o+E`Zbc)_cn&;>SL)RcwWtdlKRyw)ivjZw@U9~3TDh8H&v55GPH9S~ zDXl6FdY$_DtTOXPr~Q#uAys38C_hT`cr`nPaWGF%s%-)QNg7e$hl!3L(rDl zJ#$a;BOU98hs3fW7?k}QwQc-Lk`LZ5*9NpzV$3CnnmRI(iiL^})lMx=)^GV~x9e7e zLgOMuKaF29W=;)mLnDsDt2?piD?qGY-e1m|L|@)t&XWXWv~s;xmc`^!39ZIxfcwIt z+=n<}`O>l}T=QQP_+b5xONAt|jMterTKW@OwQG$sc+qz;Lx4Nif!DUJNOiyz_&U$Wjt1l5(A8i%Y}y-6{7ErzY6YDWgM z;sdd(Xc!I+F*I6OJqeCnBDLD@LVc>6*}qkN0anE0AU7Yf35Cjwlgj zcb?TCM>LB#$4Zb-?NlK0-`12u{8M1f+fUvCR8@p9`OfE=l2KA+$P0jwu=~>dQ<}42< zttQGvkh=~RQI6GN7@i9$`c^9j&j8a`dOEh_!OsSj$71F1&PTOHp+@puOCjbo90EU! z{{Yof%ED+v4&tJ-%~}k6Lv({B;(eho%;@grDL^o-MUptogt1%rfsoC zrQMHUIW*Xj#(1K0HoI?bq;0o{asL2$zxu#_b=v4!de~`ki~%g5Ng)H>W2vU9V~@_PL@;+B!h{Tt`S6UR(~4kECfy_c>hnYX^6v+? zCX!=76=ZLlnqej1j^~POtCi)LN`UH#49FXKRdfs;JvtaoEXqU-pjH7Ky1e)riI{@z7- z+MU`C^KILMe9!DRAL~vA&~v&&{{R4}%rU6Ux3-D(xgX(Cm(wHv09mNn{{X;Lxu>XT zTNgHo)33P#m+kR%P^^868qIxQNP~#wl4c*=wEqAatllSO;@Z;ny)hhdkLN|jV|its zU%3MT>*eG5(`VX>P1V^^{oTNSD&}U?^}D~hr%XZbCBuL0pj2z8>oa`vTG_{*@-A`z z0DUq3R9t+$&2y}2u{l^H^Cazs+)w3E&8X@Vrw|BZ{`BpzepOL)y+MW~)x>N4%XR+% z;y|aThOHRxnoF76)v?d!YJKKXr0e{iqhugzMNK-zJ+TD z9$k`sWMY3xx*~X&X_npv9e|-liOCV#BM=JMEGz!m=C7oRhnGzH4r-T`9ES~iB%a8> z;3~pf+92g-{8p_i65Yw?)GZ>1H*!W%jsh}<-R+9xwN`Cn{yQ5hIABfu1wadXk~vOEP@Xm{;X~12^ zu2FLHNZ9_o3iFL?P_mN!3kmeMa^r9&0oJWT*8t&LxG|LhAwA zJCRdTSJ5M*4;H=YGDv*Qqa^063&)6cIH)3m@s0o<+*W|m<#i1+40j7zE1Su#qaxNA zoB&B4g0yY*E1o`A#ZvnsTAZk>aL7t#t}U3&C$co-yOqZ!hvQN-vTghA`POpXW3^6~ zi`-VXFmWQ9=5W{!-<=TN+@bsD^QX$_{DD-RioX>tveHJ>dZf$Lnvt)qu9Iceyi%#) zhfr$~XE?`NPc+fa$#l~sz3^9tbxgEM)>5AFoH^X`K>RVJp_X_T2Bq?5pt#}hx;cK>`9c9 z@K4J09$Dy6&7( zq`NWJo(lTaVQ$#_)W2qbT4J$rcKXxsp0z=g#xh$Uja8QP^h5a6%4roEZbp^OZ zrDSNAVPuxnpS|-h^{q(>#cvmMb51s7a^UmYsIlbLkoj$x;M5O=VhEFu_6=;S=$9$RWE1B_} z@-~?bggG)^OcQGLU^&O)aa|L(#m9d2nH{*g@jQ1DF6iuF%Kre@M?8Lj(wAY!O-s5C zksgJmEIn=?4KsS5PoSwJc9Kk!^!BNyknQW&wLlb-6nE-<1qoX~z4Z{0js1rU{xn9v z#Co2T*-qvNy)%JUZ~l5^2MRr;FKW~USlkxJav zW<1oA9MmVRF%m$YWPnx2JDUTiYK{Trz|wa-3Xui|<4p;%-*i(!rtZ%)nIzy-5i$bp zv{tNY5dZ?J+C#K&BCQitgvk(Yb;qr0PUbNhk(6Qc4^h&yZH8ZY=sJCB_4xp*e-J<^ zl44&*V7v&!bN*bcwM(Uyo!_&mVs_&-nrUrZ2TCe=IxF15l<4pSO8ur#dXz~3PoHb>T;cjkU{<*84%_y~D{{Sv(zVggJ zr3P!38IB8v_m(_==tiRrsFvZaqCW0~{zEhdrKO5cI5z9-h+dpvpC2^S0shLYWA&=y z()Gq?)fpH4fJgKd3)<;%oZV_tN_{-f@Xaw3$sMr&0ADO;*Ugx>=qfRDWfuu?3XZ}k za(_Cn_N@vJ^;VKj-mTO1r!J_+i%lsL-vs{vAyafxMUS;dFAE*)--gjsM+}embkM%? z$y8qNRblhV4Z5FD2lF)8(n(x-xARNSAsB)DsJK|$SPK6DtQL{|Mr#Aa7J73jx*Cn7 zcPcoJF^@CqGuPgv*0i`^OlydblO#iS=X{3tIj%-HW4S`nAX!v=@s5Olg-qSFu~g&L zGoaGt7f4~00^^LT|a+*~cRvF&Eo4PFveyg%XcS?#_>-%yQPTx40NJT5kyH6K86?WcoE*r7nYx zB0WwNHN2fAAB{iC82MOZ+PbMc3uw!T?$~`-{{XL5pTRdVpWNKS!|Fv(vyv~{LG?NB zvpMKRA7*jXir@bLgi}#peKdYpKlY0!+IJ+n!EPxD(doUdwYduM=Q@6#Xd_iIRhfIaA?s~ zOwJ_HnwjAvwMJ0)6*ey59FFxYcPyu^Rv?bFnWd;%8u02&xaP0Lt2RFO>s-d-JJW>3 zcdAopmrXOSU171yW|6fhnB|cV)K@9?ruC!kEI7?SXvy|S=^paf^W`V~^Gp|(-}A{o zD(6kh5!dyon&F2-OWKdvqp5rQO}wBVO3S^~;*1@i&aoch`sS$2?B|+^Rb@tkTbgZp z_XL)FjPcDpINB>V+-+L48zP}L%^FK$!EE=Y7tKew(almM1dkNUDiggVk5P8E((k7Mat!RuoRvAVf`F2|K3p8H-QC+AYSmE#pvH^j}H z7~86v+Q&H=W$Gw_7V7C?EADgYQkdhD{af;T9<_SL4=OftpfhkiaYcc$*dw<=z^L1< zO-O!GimxMa(DPJ549$SddJcG~^vETG%(cMVaXXo08T+~DzktA^7(ddQP$j_wA=~BS z&{c+F-;E@SY;Q6@xAdp|*xCD@1t?vskK$uZoZtXEQzVK%^`(zR8L7$r^ke;lP~#AP zynmHSf8*jmU8b0a%y5|YtjGy5i2Cn26@KLWt?Vl@7Tc@ZNBkl_p7^E)yn`4~*kZG< z8|35GtVv|$`Oay9pkmOMt>x^V!;jMwJBI%Nbr<@YRarBIwYg#b@{j9YZO=l$PL|{3)1*F|vfug zXxta?J0D;I{{T97ViOmw&_JWt%LM+k7;Xr}nugzGIQ~@9>Hh#c(Ek9vAwS4eh#7~= z8fX2OiT-AQD}9pKpPE_bKEkA1SR)x*5Pjr-@T-E}<(CA?2cbJh=qW{r9J|Ip62_f^ z?@gmASj+1ylGKNs)9kAo}=)t z79iMLi)O@&&OK|X_cBtC`%&#@cs1Zl0T8Fx-O+Ph2TjK&7Pvi z0n~+<4Z)ZAy~n?(sZFAusPrK`GTMujj7X=hI*P1sApZcLX^;D$)(3|*m$sM6pM}oZ z7ts2TYVMb7C}hD>G6=57H8gR}II|1wN>9sUbbmkbrQI|A-9B&l6XW{U;S|CRY05`2 zk|4Qb{{SAUzga2b%0f9Svkkn|pW52zhi3ad>}?{iRDQVjHSSyMD_YQW z{c_yLcMvQG%HxI~jYFo56-IgPo#I_DRl>9R6L&}AwA$HNWpGERu47vGe|@Cf8=G*~ z7OTnG_kj9UOD$Gwb^_kul^?>#`c^WHj)>H`)5~f{YOc_cNo%jHqZbi>z?QF}x4K=> z$Pcw<;%ug6vXN1m(~{fNRcE)yK~Umak|~-)nwg`;M8n#lqOKt{!^x+8XvZ|UMwtUH zdem6w+O3q$F`~)oQ_5AykRFvX^`zO&Jy+VTAvQP+)3(y8^HU;bsUjH=PHF2GJu1S- zlhUV-*q)-TA{!rVdn{pNka>s(2dMmN@Czv29!T$z(u++tNsbXdr1TZlX_oM5&@%aZ z-Tw0t*19Rhvy!ahwmBneBskm2tu;`Js5&UeTGqUR)T>C4Y+=qb<<*(wFmo0^r{x4dCh5bW&`*}1vCte+~HD@6}QH=MiM6ym);~naW3o*{(`t$ zEBP;VPqfMRfp$hvwMb zs$z+Q7p-%nSl)Wm&F`4J8e(T@_ANm5xlDhw3I3vw?7Nox*D?MOkL#M$ z*u(gceO!NyCRaZ+$^QU-{{Z!?g2#QzDW*sVHnv)V9i7(e1N9$Qlsm?|Ouk;ud3te0{AjseEF*I`_aI;ukODFKj8R~@;X3e=FA&~a$n41!o>(mVj{|~z&1I0t;#k;;5anD}hl*|) zd}pe&j48Nf=cgQEtD>P$Z8_X= z>;2*VMR^?d(?V9}+p)+hct4M=cK#OeTsn+vWqT&emEjzm6aN6$q=BQXmJ=uwLI<3q zl^?`Czom4Z8`lFww(~d2e&Id6tDKFBKGX8IY=25uRuUQD7;(&zj{gAd3b@I|-5JU} z%FOh<@sKJuW9eAB4z!mstTMOEIvU({?mAa&WTdW+IYq_Ukh2<$pHgZ=QJ#9!5W~eZ z;Pj{dG{cU@qyz+tUDVRU9cnW4u2Cxtj(;lRJW=3yughNPp<%k}$i|z?^Isu|`pOe#ieM8+{pFsVIhI25Le8&7(bQ`)Tyah?TF9itPINkFc2RgMyQ#aT!> zt8v?aagJ)-R-~}V`D)Y*rBNcSy{kyURdP>E3h32IqOo&-yr%>184c70Dl}zznA|2uCnK2C9S|uyzHx=_zhi_O|jaX{{R~){6%0~ zNi^v+7P&VGcNvfT{V6t5M@u@HB4~ig3H+&k>;w*=0xI&v2@F8rj1noWY#8T(x+v*Xgvi^k2Cc%IP!sr7XjgGA{RbqGR}=S)G2eg% zG$MF_RcT+M{-%*K?UH#XG}+h|SQPxJ_rA4a-WPVl55)GWM6%345)@#1nlA33w6}YU znN}-!hFRR;RG>!(R#1b6b~wqeD)Gj-F1vm#EY;e|-TB~;G5Tj7gSAmDn*Jm4Bo~hy z5ZtJNK$9E3`8_!Htc@R16JN%mdK$@H2KwejA`^h1X1Wa{M4HM_&Ob^T5@w~kc{5ER z{v(>^b(`lGBmt3K9;rXspg8-)S1wVmWXrEwB84VXOYHsOinSfoZPbd?i$GbS+yKr! zE1K18CbF3A2LsZs#N6236R%o@?NUyLxuJP;8S2$Mdc5iPl+v(V+B$F@DZWXIwNj5= zAH)c$KeXeUqfnC#&rIa?{RjU5UXzjB^HYRRQBGKuhYC;OUUiQ~%6#YEFUhvuFYKlRf;pv@K)%HrLd&{M^z{v%SY%q{l}vVYe&&+{~ma-)F> z9`ZOJ<4-`;65b{BsYGZGPtvOWyypR-`~ft^y_lXFPxuH6O6V-j0;l+6Vm*yCx+mXw z)7Z6UnP!mTm7CXdW}G8FfPNHn2Ptju?IY_sKFGBbYF6ZCJ6YxTJu16AG4*v{#8hVD zGxt@T`h+b@n0%ziQ@PF}wSqtQ-zV}Fm*Nd-<4(~oCz9;LEQn)+WMN5iIL7X{>&0j+ z^KHt+!~NnGxL=6cMfKL4x{Q}gBv3!g2~&_;jt@@Wl+(Cb9(uO-s9B~TYmL~mI-Iso zQhU_!Gus`|W=O~0L)B`vo%x19tn92iKL_*gTZudq6*I&GAG;vnpT?$FHIBh*;z8!w zI;@TNqJOz3u^o*$^xIudP1cNTbrj^n=K!B-urydMPU}mLD&x9JF}jlC+UhNq40>CsudF>vM0{sSDrSe}#3rKDd`Kfaj1o zu0A3}VtaBWg@#BTm0};fE-f48Jy+JZr#7}RoDXu^&g61z+`9GC<0Fk!*#An)pG=!W+-FPR8PAQb6&nuG2q9tdxk~STFQ&D}5 zSY|h`R=5{Z+pva6VvvuOop*u!tAy6HjZ)dSU5Y zI@M*&Z&sx70opQJ!WK~3l&ZA3}1bKS6 zZ=zNp0bJ}KXi>DG6>0>3JZ=WIOvR&9?Zh!5e@aic$)x~AG>ab zvL<#(7d$U>TyM|T4$Rh;Q7k?|oFzj}p#(*RZ zhh?BJ^{C5y=>EJ@NyLPE(+d+h;QLW5pSuE}m9Y5F1ZJaoGQ52$HZ+LuX4!2S{{W_= z6_cbq(BItZ5xzXe+N#4KfH9h}sF#-B-XuRW$&C7Y)7CYLAsP>rMg?=!n@>ZkoD*7` zcK#uQrPNOs`)D^W_=?xJxQ66zx1Kpi`wR*EtBc32Czb<;95Cq0a7W`xHJaRV!>6&` zfzCgrIj!T91(&BxcCJp_Sk!IC1nV-6(=LBe&1>8Eo&o}0TS*D-$@8!H{*}CHMV#`Z zBxy7y-;Ro;55}6&?r7rZtI5qzWp!zsFzBNa%nh?GctLa@y6hBPV!X~h32&lk|^L*62ujHQn2nNrQwY>nxm))XJfk* zr*I@~s6IHjoWEdCZo`<0(B zhUSFjL9MuTc}4@Ftw=8tb@_!CVzM`U+3}NjPyKR-{{XE_b}jehx__(fAI_xMe~FD7 z7rsx_n)6RYu40d`ksf_r^G*bT^6XFd6E!#>bXEG|jm&zt=|B(^k71b@O0)YIh`GBTDmA95^x1x}W;KRZbJn$idRk^VxE ziBD3g^*qz%LCjW5GBJ=d^{EUf5ta5}j1a?$Qe$2kW^ZNx0P9msi=UDa{`1ufG+Dy z=+NGd&ra17%<@r*{{WV@jkSl>DSxo;qHWd}G28$-jzP7^^dq6HANWOedvGo^o6&b4 zRVyYNA6mH&iFJK7(k)iWn{NQhyIb&XhNYwzeGNMciFA9cDzqxc=eCol)lc-Uo-Z!< z_x27FWA~zd1Aq1F9?QhKZlVNp?C1Vj+%NJqqy3X=;7eg}*3IaravG?UFEZ*}DU)QX z@J_v$R+Lv{sPled+1IsZ#U`T~i0&eS^#`dNs_bV^afu_E)oXpL|8wMT1nqbdf-76b6 zh&V?d?&g$VUPsr={E4T`E>l?iy>s{qiRLPJiO<&psEt@6WT@6c5zqnkSLEL{H)W0N1AvJ&*dleOM3W%^(jUak@h9?(!T| ziX&0R2fB~zN%nVcS%CUff+ZbtefrY@1d2KWees%(_6v)<86vikVUj_&%yi#?dfMbGz*DU&_e`UM7nF$n=Y)Y%{0uSsRff6pu;H?#6IiGxq+dRl|B6{j?`?L7btlhkF9l|XKZq63yTP+ zh@_u^^r)O}i-fGsB^btxta#5~N}Pc_O&fROq`$O#X-XBxq4laTyDtpHkb0WI=ya_? z3lwB;yqx}2O8AjjcNwQk@=CLR3H#Ly{{Spe{{XT`q%?rVNyoeffZ7ac3kf8jXsEKRoJ(XcB0uf%!A7UI%D z>&0lQCPb+;b@D{$IR>EliRQE8@rAwGXJH52QyW?ienqOi%P4cCqL;`){4{b0Ihpgf2^$~6oFTZ!+za(JcX!LnQwv6; zIsDCe7DuagS6f*L`KANtY2wib-f0-q{?`)mmHZBArt|x#$MD5H15xX58jOgC{0g3{ zj)7Mml~~?C`y<enk$yN zx)T726hx$C^#q=sz3a@=Mp-^Qx z>f><#02;iu`c3O@Xdd1}{{Ss5+ky21{3{l0iEOU6N#@Z?@$mg}=Kn;Qbg;c7n;9^Zx+C zHE_OV#*ues$E=Wj-^_fqJ&aZ`0VR&T^8WyKbpESZ7WW7S?Zzzn@~8d;Kd7r;WwV@l zvcV8z(nM@${sh0)mopbB*;~ffFvlb}2|heK>LlgGRqfpSYBwy~gg7__aJj1~dH0r>Kccjo5+tQWxBC@)PZv1Zodo z)}Mv!58+HhM%?5lJ&xXgI*<|$0O#vQ-)wu6N1GVqeovx`0GDaTS&8-nxjz&_vg%Q* zfhs7P+{n2(hS84_|Xl>=E3D`#fWeQT8&uR;%0Uc~O&t zS`pr(fyk+`L>@x)#Xs!)aBAw9xeg6K~KFS5+cGxEj?XCdwwz33mmnYZ%+Y)P`8X=9;%F zinNGqHXME0K^q<^4btPSS8LE4tyPJ+W60-|On72mrm0DP^Kn(>yOD<(qd?S?RJVfe z+@SzE{nqrZBIW}WxMA}t#dU7)u(>@e0_1tDezB9snvVaQ8Ud>i_Zf!NfO5*=cih+)$YZPZDS+k3C4l3O82e^*RV52tIKkZc3kr?AHM^2SByeN*KF5`iQ_s=!c2%ME9 zOJ!~5#To;%9r5p)(}mR#s$`IPBzCA^bw={W8J$kt`i|8*Al$Mb`CF0fdy3s0teP~# zNF!mLymQ>vefr#gW;Cmol{$htio4~BTMBU4%KMK>njq4^=zjA0_orcA$07E3Zok%B zfKObCXZ#~JQXSq>{#DX_ly2ofsRghd4N`&!Q09N(8MaaK#y=`=_5vaKQo6K*)};_B zsJ_9FI{VGM7dy3g>c+XHOv)M*^ zRjH8RR1Sx|JSc9I{{XP4J!-^os&}W%Pbpi-G{bJyrIG1N@}AUlvbhn(?VW%=Qylvf z{b@zK*vU|zQUy=)_bh(~qcQb7dzAkG8u9FUw;=McetU%;z>`3Z6Uj43f7y#4&ZaX& z2NM25kW0Vr$8i4uLB$pejR6<#TNd|s>G%OlzCbwg)BV){025Mqa*?02W8L1BVQ&6P zpKfW`S1UK0C;YT#{{VTvpyH!8)1E;K^cA4OBp*DZKEw)cZNcCd{7oF8b2#bD` zeFI{gx?Qr5^=19olUfF4L6C~8>c=0>sa$JTFc05ez@EZE{V1{>*(zHkV+e|a{gIF4 zKdn3<{{U$IAb&1vA^c5b#EWrpa(j7joPKReFLj%-i(M_FQ~XyFe?djpK(jTmw~v%( z^FP+B++JH+kKfLb{{XU2C-5BA5u@st1e?uI%3kSiG5o4nbR9a~vSMl9{j;3Wb{0ix zHQ37(v$lC$_bPv&&2k!HNLA&?BAO#c9Mh98#(u19W-(5`*D{Bm-ebkTCWKz@#*4o18<<&PPw{Qmd*C4aXjnXZh2=wj}=V=Cprm797Bb>a=JYj`J58^C$dBr4lFi zrazT4`$hXelzq9+@B#D`?kf_92cVSxG~mztF){kFsD9Ha{{Zz;iDf+J^rQsfPEK~B z{b_L_`_h0v*{b`Po?rE;RS$3HOhd62a(6lRr=*Si3KV*QNU6^t=jl%hs(x&KCa6NG zImtVXavH{&dp@IZ#wjKQfMf?F7l0bQ-` zDUxZj4r6+~t6%x|Dj{4XIZ{V+P{(w5%}GUA+Unf=z>!yC)Q3j|RO>uX!wgcjq!SE) zDTtaIsH8u5Rp`jX$oVS=WTB{x`yJq zcrG9i0!Yni11St9Lb%07!caQYuYVZfaZo+eNx&7M1AcsRX@CsmwJB0YOHzRn46{%J zM%?f-Ll$m}PWw%|4x*|{tXs#Qm~q;T15xts35GR`I*}nD=hCj7N;}X(Fc_$$h#2<+ zk>0uLYR-yk$jqKFK5&eD%myeq9)_yDplAKsg1>ulJu69u0R(5-vu=bjjPR%XqOp@m z=!$P*Ib(?q^1+(}IQFV6#g9+ImER$+Ae-^Q{XwOp=3+0jhB+XT~dL+$6qh>@|5oL>ve875o)X}!` zCsFfsaaC;Pb_=@z6VK4ppFO?71OEWmRA$NLMRU0Ks*e+?%AP9uJK@gUbJCzWts=;1 zspq_BkyA%<2;@?gR_X;PMIEZN5ZAif&{cQ8Ilu<3l#KNh!vsgQHDNoDEz>tzcbZRH zm_UQ2JIYEfg=SVPeQ7tEu-4~akaz;ytf(1}_uDn&b4#)7^2K#GBS{B*{lWWX&2wSl#GggF>ZNM1z9MXvHADoa6zCV=~ zL3T>2u#b@=hqye5`_dMu&AO?}wm%wBu_?$+$Ju|aF%g-IpWUW^S~g7M4%=7I zar~-m$ioT({ z=w5tX5VN25Mg@5^6RJcghL_l%nf&tt4(Dod6Iq$OD&OUUGMLjXaLH&Uk zZT2^kTS@)aY*py&;FFkUc$oDB@m7}B>NUe8b0^ma`ijj-t&MD%N*Vl7rSu}<2Xz~> z`Bt5$jbx3$y|if9b!dT7KB9y^QQ}!`o3LT>{{T@|S*K*owwBt0f4#N84%D2k7B_VN z02JwWY`^I+hR^)ATp!N>*H>q$TgPt?|+y4*A5M&9bf{Ag>Dj$;6Sy^1V? z?9LYVC#uJf_l-)hJ~;{c)sM8q#~T;(CXYXyc`NPm6Gf0+j1Z3Oqv=mrBlmx7ll-Ye z%hV$Q^b7pyxn||u4{hbYl>kkJj~ioA?no4dQ;wtl0>9MMJOjWd{o{}EG~>LCs0uwm z{-&6T1F`4{9_E1|`@U)~veYFHS8V&9Px<^Q!4-P{0OQB{3IK63-N`T^JTrx}%_ zF{EV_j2sSsOwcgAl>^*>DSpy}{#q~49Miar;iKv5xLrM)>!0ds#C8!z6Uni*OdfZP zoPHH+?MaS~f8aEN<+Jj`f$GgqKr#G5XssM`vIPou&*NQgs}o)66OuFK zjpKvc*mbTd+U-kYlz!^N29VKlXO##HD*6PHJdiV0QdME|FXLBWNZEe%Qq-12u�i zN*+P-jn#e;Y@?H!N4SMw7{pTdQbGC}p4EJq6!&q>I&4W7mQUVb0Y0_S6`{*HU5O6I8<&v7 znvF);a|zz&&c1#XJGplZp;zTg+}MCWrf`qZu6yJ!B%L%y&%ZPS8GWi}h-2PY~$& z{{VKXtaCBqIM8~NlTr(EPF_|%%ktNgc6zoS=OE-p0qj@`X}V%@kjL3`PfKX~N4wnf zQhbOoSr^zJ=qS_*{{X&z#DBfTIW3%=m%#QEJ>|50SpHb3&FOKN;$l5dAI^;fQp&*^ zp1Jx{x59@5=5I{o)_js&xC3-CgWvBOYQWMAJkv-&*=?eWg^TTXu=G^_0C<7@Y9_i3 z(n9{q4OduVkC2O>u1z?WZ@Y~9jL~)$B>PDpb}VQ6$NVXcaW7w$54isT8dXD#5&nLZ z;(#Bzx%Z{05iycp8c7@JO%Q;30gqEwK2SdPeT6s7Rr{+<0b*14vVDNXcyEp@E^Rzj za3?T_bqphi?#8E}KKSJQYuyw)gQF^w^sfu?UC5ipnx^zb+cv-vvM>Mx@u$!h<}5Qv zr{$55k9^jxwySXf`Q!5d?xzN+c`E+^GX9k!BQMj?)@;=q_P!vtauu9Ld#sC(*0m!x zGxA}L^T{f3YmpHN0agI|f+-`2!byeRJRjh0KPsIDcX8X>mBcem7(c@2a{jd$@b#?k zy{)aCzrPXK)y&1H>M$rV$dV677(bY+F?hw`eYdt!A^!55gZS}6R|eVGSm8|0_}5vc-8;syETtJZA=8%p{{Y6k{{T+$ZkKfGsc_2w0NgEu`5No3Z(zHJ2`&eJ zYPjfUE3|Zm9p@!sWB%74&a2C&S==1WV`}HxF`vw0i)j=_0=^GnyFaB{Sy(Sj`t7Zi zj9tnJq*)^$F4?310CCxWsi~u|R6CH|aoMh0AIh#R!5jkLLZHxQY=05|0Dx616R8)L z-^3&T0D(xxo+CZwg?^Fe`qM=0Px`5U2&ghJ{{WU#pQ3^NXt)k2gOe#gKm`CNUoDTj zpYfK`}6u!H;|Y`ar8SyXZ@|4{ypP%KB_Q( z7H{Y&f-A}Tn3vZCzv_6U%sUqhm?s7WKkYV62Ie@F8LuN>P?b$=QQK^jODX>BZ~p+q zim@J#ZoHdF$GoE_^`&+eLbki6$H0`kdML@KCbKl8eVb2|gVEhEKT;}atzw9LpeX+U zrekRQ>Q!j-zy$kckN8z;Ee6MPc_VI=h5rCyM(U-jY1X%Pk2LX>c!6OgY4d$6L^F0@ z%>Mv|Qq;x5z@u?tA;DBrz@~)GQr_j2HpmD)jw_+jtz)`eyVVD_UXGYP;++!77ZEW7 z+O&zBj;<{_(GCj(_|(SM)-#+6=Ae6%ApPMrrQ}^qIb&O+253FSq(9xNvugI~$i-(( zrcCkxT%X3KT@P~n#;B4hwdHo&gPMvvmPvgu0>Nat~TAB*Z>yBxP~KWBODU_j8g%6(jxHWRHy`mOnBz+`+KJ+NDxp z)bjZ~0SD5fisj?HbRj}@;8nd+EtAJG{n->YYLN`Mu`VTu^nORwfAz6bLfgM~cq}^l zFsiolnIQ)waOS6!?b#~yJ!;V`n(o>?Le1itLn{rgq;&^_ULSGc{YSxGAzSNR!rf)Z z9oIeU+>%U5ka%Ic>+4y*AhWl+(JoSSEJBim44jIsY)TuZ_@2)0);BH#6&V?=c(n_8 zN6O>#uNYfvh{j@KJ*nxcYPOv+zFd)NpPtBh8~ zuf!#62K{Sz)K96DskC>kZA|hAu72Ofw(bV%x;#&BDER?Dg=(d9ClgD`G;J&1vd*b< zH~N@OFvF@`_u36tsTMVw;wZ<=;C?kuZD!IgubQsD9-3ZfosX!^T!+K9aq`Q!`_Xug z%*8j6kGi?~nu)Jv$H;&W_i_54@Tipm;5)anihq_mlmp$Gyj!!_vLiE0r*!5;||~F+NTP*<-z(2UOE7O@2}`70LbHUz(AjkJIWncu|G^ys+k;&eJOXOf5f7l zg>j@6T!0tfuk)nq_p*IA8jbE^JzY;d`K0sIEQq%DA#eF^&FqW*f0ZuABLNuuv;P1=iY^u`G|(>$ za(xNM{{UW^*MS%03mEkyAI_m$az66`?4uvbp0?@NpQ#w23fJ1Lwx4MCcTU9=WU*2} z{=b!Y*N$$X)-_brG>Bpr!Y~-c5JoTDuHml+5s|z_5WRZDYyS&f#a(ZOr zn(*0e?)01If@ElBLx(~-A464p2`iblnw!LM=N{wyD{c#zE(S|r_ami3@!DUET*M=j zw1_I4nmyI2^DQLvkoFuO{=FuYi&sYS!^k-fy}fF0ATSx^)&;Jr_V2QEWN!H%(zoqz zptw*@KBBU5XtdKBZJsZgNekZ{DgIhayIn!_{{THJK@jzgw+};4HnB{3QjUEpMsv4X z1a}x{fma;};M7+4dcKPw$$29k2qz-CR<)iHfTBU@4%1ShjfUA*{sAcdwOq_xrOg+{ zb59r>GXk{*3acp-Y0F%vC9}IU;vP{^)V!G5RO}0A82vcWyYgC+ZY`TI1ri)fI5s z&EzBAWPj;a6HlH)ht)NE-}VHaT7D&QRHWH1DCp(Cct+c+i+gfrDz+}{4+Hhy& zGR*z3gnq5h=~V4BMTh1wMQxwFBN=x3x#qQ^SfIkfimmI6vHrDMlc0(A+kv>Cfe(D; zkK$@Ywuu|&V(!k!_Cd6P59KfU)y(M3>+1;anf3cQQ|08EC|AMh@e@RE`9vPbK%Wd3K5 z(wO%$D8V6p0qgiEs`4467+A;q(w+zW1bdbe4^{Tv@tO~_LhGG0M z4afW{xw2VU8>ywZ$3@+>2mAz7>llP#7C1oZfm3!nA@SWv_#!Qf>mzgdRn(kp;lCkS z{{Saa#gD0{3AXeZ{As2ZE;~mj4;nZ7!k~M5W;{o?{nLuCCCt;_jED+(~J&Nv4SHaTwqqOxIU^uf<~;eVr0%y*KR( z_2A~bx*rAT@oIBw6NkH!M>2VG<6tD`r+U9`qJ*&SOxCmbpRQ|fyGqb;4u9j~;r6HJ z-|(&H@h+;-jrRzyM?O;U54LM0pOsJmsG|ysFcf!LX9QHLfOFQGh&Cdj%}5rM3>@O6P!2IxqC;as z^U|N%lyGrR+mnn{Seucaqnc2h=A{ti;0l~us)gQjxZ?t;MUv)`R4z{gnw4#tzV-(_ z>U)wQfwlm-AObyUUxGzvMnwKoYB>oiD9KT+axZrx#C1M-6;=jj^ zcGaf@>B{-}j|9{baRU4CR+xXpseO%643-x2bh0t`UZR8jXW`9Br;Yk-!`vEVTuV%m z^5t&S`ij>J_RT1-Ss~5`_dMtRuX7!*10 zREcK~sibz=l+gtncWzvI8l>qP54t(5Pl?_pZx48`*4<*<8rUXDyc4u19F20+M92#SzRb8GM~n@p}2|14iDo|sxLz)>=Q%x zNg}s&omSq<3v&_UzA2=ss3cV;r2r&~r{1d0Se< z-LQQ{HAUUA-EVU1?V8b6?q=xrJ#RjSjPqV$2Z?o?L&*}TtxInog}}PEW%V_psTOAG z$rJf9F!|+ddz=r*QW0$m{_TM(e>_pJoNWd7{<;3df@Ul<^ZDeqY9@&#u}<$X0B6{G;!!GD)Fxp>agm*Bf7bcKAu4d_x?A zfrHyW<4=k?ZQJB#Q=W!}AhD5ct6W)0<=mqy4x|s}E2Xj3V7f&Ov@z*}#YZDr-VK-V z4D{cOepR1y;fa$oX>;!#(>NlH7;28X5*a#zJ^8CE3~j+cMQ~Qy-R_+ymw6K|I42d< zS!;Ip3ZyX2OGCM|wh;D0r~Q+PwGEo4F)J=TM-^Hdr8wGn_p7m83}B9)l+}UU(6)Ds z6=sfT&s1Ujjao|!JA~Y^h}-+5)fAO6oa2u5IF|qwai6VdnUhSsx?aK=LHrm~{EL9N zMaR20_*FI3b`T^i2dF>fR+<=OKw3!%$FKNRrkO1=1-2{xwpAbQ@%r_tRydV#fRXLM zsYj5XayDc1{{R|coq@oPHU9v4@_$NXi{)f>3O$BRJ~*R`=19qJ?>Xk8EbaHDE9{B| z0LBh?WxdYo0Izd=n72X1{$1Af!hK}BX-FOKgOlBicxIRX}c4**m3^=*QlhOAsd~7XS*DK zK5Gr{?&c)!NEiKq{ZBPewYXx;T4%@JC;HZIqDHEdX3UzzL*<4yk-d5k&;J0eRVKZ= zkuqgiSGZme=UMG`*unsy4#J>$3!Jen^{8`f)-;QTXi>A1BYM)JOONMH!nqhs9CfFFO*?NqQ^K00g>j*I zsX(PvsZt`x02B19NQWV+wICeS@!CkkB?$L4+k%$xyMeoJQcYTko0FrYvWQluVwLxw2q^h>QnpAllTgq7i@m}LHz2i)?WT7!05UB&0S%L?z9q1C;WRy^{a>eL1Z4nslPVJanRMVhOlA&$)+LtVFJ=j_cYfVCZw__ z>|aw-%rZgs8K9Od{{VSUt_c2BDmKSf^gPr|cUvLurxgDH;m@@+CRx;YyN*%PL?5M1 zX84mI-sAD@RrL>=%GO^(RQ^Bysz_guMN-_BTf4&ClhYs?o+sXl+4;YysIR_w;*@vD zKhC4IeoFd|KDA47TF~*2k5&?|h;-dktTz_kSoUQ+kJh}2$2qU2zA9*++nxltc++(D zC+#u%;Cs!89<_-{Nus~iNB~C#j=xQA_QkzG=!>HR%2FX|Rs~f@O5Np8T)o*QxF;3$i zrnc<-ZK&JeNOy{dO_Zu0!~itMg}gS32$7pYiRc93F;7HHFc=nXn>3>-kdcPwo@-HH-fM z6YHOt$qlmq0I;9b)K8?DIlk2HCiPHoKcyE78q?~QR-fx`ZR7SY&*V9*=kYbO99vsn z-4Wh6h##30$h7+#eqgpz-mJTi^c82!kPHSYJqz*q3RhudQ*CElnBvnyE9hsNAEh+6 zil!gDpG>k|;ZEaMzIGhDF#iB#V1G&!1#WYnLf_C(JDK0vcXFTft#WBU*@`?5)})U^ zv{(6>`dt42dQGGBts-R$kfD9gAI_n97yepKGw3;`WEW&{>DF+Z{gT~r-NAGEnzklL z)GG1*=m;vQkx9ZwBYU1G{qInbNA6DJKx$iCqx=95bzGm!(;eB4WIy-YQxe{3KJk@@ z*I=tL*@fs8f8AW4&Z|*qM6574EHT>i5}Da>`rl z%{_d+fwPa{PyV%1M7DT7tEEk%>T+3M#L>v7D){^B*?|=TD079Af7ZMI0EikkwW?|m zT-fO`O$0IR-5CaB>yhc{*1YmojtQCz$fUQKdZf`{kLyt=mlj)%q=XOw9P$XrtFYY- z!*cfR&*@a6ZNPa?<}at-$KZMWYIQ)^1#|1P=O2OQvuL!30No z+y4O8treUw(DPi% zXs;hO*Y2S71n&O;>(r?g{3jEna;WIbkZD{jj-Ty2PD7oif_DD^O4HM2oT(BzH`6Oz zS-tXO`JPC|dN|xa#&hRRg!xkt*4 zxlng@%|SF*3NaW}_wQPNX7bx0QoL`sUI(^eNF-j3BDAk>j5bJm)OF;|+DC$%_6M?v~i_K-SNsF}7jEjeQ(^`|N^AY!b= zZ7k2WIGK;I%~FXDRv_93YCwjQ#BV=_bQaa`EM}73Tp$X94pY^y0i{Q1K40 zs+`{H6UsljTMPLPD>AfHms2TMeGg33zANn|bd5DY?IqFNfA5k0H8+6uO>@P*ELm@_ zr28F``R^2eA`{U;1Ft^5mF2bW-wE`kvG9-ES#dS=rHLc>7lHk1`BGXLIkxpXncHgC zHO^ipP&&3NO69Pp=~*(!La5JI%}Xf~EZc?0`v3t?w-_ot5~2vACSle_1d5t0g?9D= zkjdd6y2tmLrM5fdo&Cbo6N4K1DKz^|Aa*$A$)+N-KfKl5yDeRp{ym@A6I84LHxsw5 zTbG+@KixD5k|*6Y8~xbN)KtsFS@snZkKM1zTC!p& zs>2&ke9$6!{(TX>QGxu8R)FOPHEuti&S=j=S=Nk9drx8fsfgM?ywe*UR}4QorxWay zA468{2zVI}e2>nv@<9XBilR+cM3M<&kwZuKSxD-Kt$dr}ogC<1B-Aw02v}xdneK$; zPvwgG!rj9JC!-CGUOn-0a1OE79{J$#GbVkhaT2A!xFe#NKhv7%o zkH(5%6qK}-08`P~4poRg#+$_`6an<|L1hOBo@;-yFe*VL`NU#4*Zq-``PD-Agy6w# zXosPl_rLw}yneL4SaI{*Tu+|E5hv-*dB_AFUBD zl0S1CaeunJ{$`iSc@E~>=joaT0n~L=KUOFCQVD?ji;wqI3Y1zoJja3l(^RWx&r$d- z7Gk<98Cd5Cr~TuaZs~Eu?Fak3Rr75OV|0Z_`_26+6D0hkZR{h6pVZT^u2L4VN%LWk zyBe7+6drN;)z2zJljV``BVwazVTAtn>NWO3lTOGkz*(j++=1&)3j%zqMn_~BHA+oR z$v*5-&fS3r`qXc!-@5+d)))}wc9EEW4w5B9Nq*|!Odhq zAPc%DnlE_Rk@|7^Rmi2B^A+TB{{XV!6a5V#mp;&pF)g~V&t14RAV?Ty+2u#<1LRe4 zCC)y3HE(p2`WhN=2qM-^-j2L}VvrW2xVu8BC(fOq25Fnb{X03K?s)bLoKdxvIY z_dz)(vRhrd-o_}@?msH^s^%woJp0EoN_pF!l~Sm>8bc2Ekom4=yMHo6!9Obh0CZH= z(~Ec9Ps};ZRgmZA6$oRy2iCB=z0Rc+m5$d-)x7*Hpc9UuR>l@iR0`oNXL#kvAP$w< z>9-Nj0N8mQb6dh!(VW#`ZBXwhm+4B-?CcI|S!5XCXSGI2DhL2pmPR*a3(HXIa5=7S z?%briarswX@jHS`ewB-V660V$HglSn3zr$#=Y(e`HDU;ueA{`gTU{Pomfg2v_AD!E z-$%BEM(n$L{{V$GO@!;DbFkaZJME4pbKhvKD0Eqv=0=SNr`|Qt1OQ=21GX?J-yr+M z55l!n(akFD>}SKJTE~K8^B8x3@D-y9GJp^&FQ5QaZFd@-sy82M5M4}uQL#^aRiu%O zq~7FSD$!fSJ`L2gz~8)OD5XJtIo9)1v#f(5!z`j!);B`Paf0O{jRgO1D)lo0MiA%5r}} zUr5UNosX%hkkMA{hR5f(HJ2lB82N)YUNm0KQ}W)F(B0aJxsfA(E-g?d-KKHdz7fRp9xim+6YJa&Z!^GDs|c z<)QbfoxgP_(wS-Ut9zPRIEGJZVl4swjJ~)O$v@P62&q5i(GU9~qJCgMQB0Ok5Bi=v zb*5P#o<;YkT5}71X_nkvxX)T*WW5PKqNj}RiNNl>R4>A*_r*E}+CV%^h+|}e-Qaw`B$4T!&2%}cS2D~OH5%!EhQidaHQ?holFm> zlF+Hn#Z2|?YF{ET)Uo_&B-Awcl<%FU$7q)$^XXMv#4)RFwXwGsxyGPu{{U;Y>{-}H zANx#qAJhD52GlR*-R4~^W6^LA^{mEgsebv|JDO{3x>x3cqiZ{{X99gYy1V);AKK zOJ~%Y(O8CXu_*1y%}5c#;K)a^E-Bb9jHR%Z&R>uBszGTGY%`Z5_*a_J5GHf8arJYW zMwTeX8dP7#iwl^7I06CX!Uy|KYSMh97MGFP2U@1r@B%iZlAm6JqLT9Ik;F1283%5~ z+~4Q$rkWE>^RE@@R=R(PW{MP+2;2!52P2+OA6mtIIiw#d$8f&GpUbU2_xoB)`C4n{ zo<(w`$b+7JJ5r?cC;WU`WPg4moPHHg$W}&s>Cmai?;vqcNUxwdia{tJoo&G~+>No$ zl5xya44>DUB(fRLmhd;K9Ixd|ne`tkGUL@Gfw6H5qknocgZfsbzOu7?o@`Q|?#wWM zI(#-)vz@V9{j2@NB>w;^(u2U7uAsU8$C@1Xl!YI!G+N<%6qzjM2hF#V20z4~GX9kp z_7oQjn|Whn>~@;ngW;!$qBw?BiG3PiN99`3{5REEN7}C}^W30p(&S_3M-+6;LeH4X zfIWHsRVdUhW5BqF@hkp6<6Y!_0=`!vCAUo)Fmh{o#y9M?+=91ni^_fdtlO34p5}se`eJd+7 zr$X1;Ce&py*>MW+^O5>3Uy2bDg*iCxO-z9yh$LvLfM5VRRcY>4FO(d}dMKtVldPp* z3;Ft1-jS%w44zQ?uj|^m`(W7I!v`5W^ruI8D4!7yard)V9Sr5FvFLW2 z!2niAhc6mLD?GcK9qU%yNpmv@#(C@5S4?$B6#dtz{#XzOaywHavW6qLpx@n}n%GMO z7VMcmVg5XHHJ0`_ZtSkxFnZ>-c{C(8^z8ejFa@M5$RB;GP!oEKj`+u z0TDej-|*{HqR4VZ6IYSgp!Qd zhC>6?5$R1bG3|MA@=Z2JB$$f%k!RR-ADwg7e*(ftPNlD) zi#!W>4&(m-eH!+8W=Pks4x>qQ4EqU2jfJ?G0FH-W5(R(iI48v=}blB=Egtw zYB9_WQb+#)9&!Hwx+)YS%OaU1)+aDG)}xP$&#gYd{_TgMG{eQ$<4jDkHxXyvnobJ0 zt}#!W{aL8nn@HQZ;(->VWOraU)HLDY3@OrM{^%ad7?de)p@?m3d?zRum)x?P$2gZ#hZoDsRsz$#xoZDO3 zACKk*eEllntLvW-X=7RN=BK3|v%t!q?+#b>0=`YTiKAk!Fv@Vi_9C3O2y9fPq@s|; z{3(0VcBK>mzlA8IrKSha2I|=}wm&hy+a773&%g_E#tMtE-{i$^Nq8 z6WTP%{LNU8!*MVMPdZcn(_mBOlNU5jep`}T_qQkMzxoP|SzZ4CcN;PF3tfCZ9<+<4 zq+{z>Q%i|@MuYI9*|7GDp~WSw+^6M?%isCc zDrpkxo@1zdKfk@yT6hh-QLy=zL(Y9hDqC-cZl^P9O26!)mi~3=K0=R5LYqc&nyy4g zv}Y2(4YX$pZoJvZ?l8aodfKw^zKvjkV6ck=p^%q9t!-!0m`U`iNeh{=BZ(qiv7(~- zBI2FLb4}b&O#V~_W7yGQ598L1ia>|GJSSpB05Y0acmDvYrwRvJa0}^9z*K8p-qgcm zpW>_e0+x#f*_w3KZ@f)6`zkDTKZR-aq{b<7p{X=s-FR-o_C1rt7%8#-sqQU8y&MOHesbyI=GF01Df;(_ykukVLWj zsO0@kIMIDaJWOq&m857ldsbVg5QF?6<-fwZ`)?}U78uuR+d2~&@~+Nvagu0i6YSv~6RWnw?F%-l^j)&A^Ue!Xf~ zpn?|N8V%px>QCcO4Y+b?j2s`8z#mFvlKawU-kHCOVU!90myb$9f61r~z^IyXdLPb< zg^MiUcg0qgHDHzP&(e%L9v2j>RmcQyo<|iRP&%5BLe2btl_<7tyn;bL~_gFPFBQ;JW`tw(9+bGNU)hT{i4m&Zc7R`x3J@~3yiJGYRXyo-A{uT3A#Jvyu z6ULYDqV0m=zS9mmZEkV-=Dv`K{^tj(H|T53{xs;nYSC>qnAb07CzB~3+-^bq5A&@a zsLn3T@I%&;ogl-SWkF+wEjPU=pa)XZX>;pL52%@dAH;v%TvTr_pab0G*D~6Ur!gUR zFVRbWq~fdnp7vw=>#5JTnaAWS%yT^+PUlT6%A)-81s(F(ss~VordZ=UnT`Po{Y_*2 zj@|~$vW)d3cPIMPfS@^s(n%S483YXW>qj$Vpw$0@>58!Kbm5d$kBzjGxiXFqqPiAgEDzKIo(SNFfH1`Wq zTeAJ(_fOs)hOH2_X(Ak%0>|3}@~3%A*I=mu6twIsjSG(0rQ()~EGvnDM-);~U>1QrXOnK)tSO^NQT5dh6e=i4;p-Ue9{s48bCZA#+MxA8eqv7G~hAPfsWyZ4Fis}o%2i9n1hbgaZTqqqL49Y#U@DW z*R?OW;QCVlp#K1qK+pdGT9kA$p;CNtDifE2kMx%yKAFCz_}zf(^tqxgk9uHli* zHyH1ar3?UIasj7?J%uz6Vt%HiT>1e>L(_RZg+nyL83biKT3&j5xRr;RKenL_o(K$a*&ebbRUVP99?x-Q~lc~L=frj8r|J6x@*Kh zK)OpB1u0QVV01}$BS?oxj&6|dPU+tBp5OcL*ag?lINx*MpLFG#t2@8QX84zH>rfNj!-mXnA{olIc%aR^@OZ+})JxJ?3*Ift)eBY6z)ksKX4}9K zyZ$9Q_WTx>C!E%hj%&Ra*v%9M%yo$NTFW| z3HsLU-|swPVYX5^lJ!)SUn>F*@94TWJ9P2gQmXw9tmZs!V{5I48uphDfpt%V07my(?3 zI(>2>XoKjg@AM40tU!|YT1WthNLRWsP7KdY2_^odbsq}s<6+lhrj4%MX>*QI$-56c zQ(c|L(EX^iIc)oN8~_MxoAX`##g6|hPc+Hj_~&I)x=>KbpTg(Q9{}0fDu|f`L4|4D zz~B0zf4v*#1tm`T;H13#sBy7zxckwbb$#~B(H&!#MPbcC4H{-K_j{M*TxX2okS3Ld zN?bV{Y#ENpAYKP_)r$bLf%K+X(s5mM%17SkhiB&rc8Xs@S_gr&#;)9sSniLylWf75 zR?=Ueh=&K& z0GPi^0y_CCy9Tvo^5(!XP4I9c7As}M+TC5Hgz#4D0ymIdAc`J`0a!7nm5wFV8So6k z6*;HBMR5~<3ogWsi`nN!VnJT@P3@_bgXLCgY~3i`K+WZo*|t1TXZDWFIt{5$^mYgrvszNc!6NOJtRYCdAgHzhECDD@xj;)1kJ4z#|4 zG{=%u%%cb~DPGo}ranxfY}dta60-1f1^_i`Ll80ZWFcb=Bw+wq>@ZZT+vA67DaM4? zgWk{GAV|a0l^TODs(04i0-t_@2%eG@So|X-+Eb=71{GdOsEcv6l>N<9DqRfq7&1h% zo}m<6Z2C4D6Q(5*%}L7o&3b%;^=0A6>qdxruCeDg1fH^RM@(P>&l=oaUYY-(WX!4Q zN%t#rli^CTfvZuQg}D1@jTL61qN6}>^n)%b$0N@9ckEZ|U9uW;vwy?yH9gAY{P-w4 z8qGY>UG&FK9ZWfMN(JkRvO-F8%I0`dH!cKfe^C@unP^%0LJ^1H$+@CTgQo-d?AA~5 zHwkA2w4m}w58YTOg1hcDO|RhKe(2Mw)6aZuC89=bWJ%q+gxl|*NN39tDdo;vZ#iH$ zA}S_NRmX|VDt|M9dE|0uO~{iX(o zi%RaHp|!R7F3uD-+|c#Q$F`Td7Aq@w#Kc|uvYHrZ5H9>hilHO}4k?jZikrCS@{IaW z6Fe!0jM%Nc&&+VW;dyYZoVZq*3LdCk;upjJ{Ws#?D*eTsog~#B%n6{GpDIDaL9jsY z{oig#{~=8((%MGVB?-K|Uw_<+^X1l$W&ZT{d_^AP5&8K@(pbfV>mmM;Tl=!2`~yL5 zB6sjAN-3U7&=FQZU8#FLC;Q>lH9_;==nOY{^BWzd-#a#QwvC_+W__Ayc3YE=;l6?q zbK_`&{Wcoh+2h1Rx3UOg{*)NEq_>DWmdlEgJ?qOnjNg%sZwYg=lY=`xm5y?d=0X%U zLBMGH@su{c;yloguBRnd``-Yc4wC9{1o$6y;g#UGN|HQ6KF3Rb*#dy+$XRxQqBw56Mm@K5WETs_AP07s9Je4P#1V=GWQQuoNWJ? zE0}(Uidjm&SG(dxrTMbcZ_n1NXT^higP$u0h+lpR-}^oqunrunqTdpQ(Ev7F zg*d`(l9ZSH4QpRgej^P=^q15JlSjkxh_&B;<{NhByt(AHE&E4tX{0XtKLg;TtYrLP zkvJdpl{ej1R9sG?=)(c9cSVyw0-2v!B_pDM8r zTp3Ld)7m-RSC7aLE9mFmQt)i4c7NsYo_+bSqk2vFraIw4A$Yh#wS4s)EBeBp#62C+ zFy&a*^0J?X`A9MZpVY0%piM6ch@$oyRD1)U-2t3U%JKytvrBxMem^W^y(!d{0aC1= zoy$0LWc%L)Q zq`;Wd-Z(8n(?CLpW2qH^oQOxR69sQ?IjtIqg^BVUGdbWE5F3ui2sN~OYPg1IiBoho z3sFy>MTG~s*m|hH`p#&L&e_2`!0SNV8}j5x=E}IgD^<5vl=2Y^S9^CY+_Xl?-?yOK z)+8dQnyE76@uB0;~Gv# z2|rjL_XBk`NxOrmGG;*yRivOrO}10L?X~z6YL$X+Po!*^pbH$FP%f(^sy9)?HvGms zJx~_-VEHjWlN4v#|W~FVm;MX9H7Lg;=E#O>g+n1v*lvbL+cN|8qbdEkp;gf25la9K|Ia&4S+y ztXG>UVX2_+Q7fwG;|~_i4P?jA3Q359&#rWPcAAu&PTIU}f011-tsJX8qPc&KcZJLvZ zNP(fPwqq4d(9VVve@)5gF#ERYb~Mqzj5w zYKXQ#9=~1yK90jVG?cP(`wX!u~N;&Oon?Kjfe9WAyZX85uT_T>QI zfwGX^4b#9z4sZ0(cNu5$d9Ju7V^ExM8rP^^6PW*j zU-KW5P-en2*SpdvAm0z&n}7%K9R7#I)RSFdDW+!lj<2>=3V*v=~fYmZFs=|;#?Od%J9-`?odBoL6mLH6S%OjjI*U+hs= zeEW;&xk`jR`EVu@!8^KCG5qMk*!bSZzn0bkB>5lqS%$Zx2%kz?(IKy^yy`T3%TRP|{a!dNSAxH5hQSM)KFR-seZ`pHT-l%Vj6f z!({L+nRSL&;=V$tB0Q9-;t&n|f-V#Sm-{LGVhPMT!3;RqD2%s)^IClKg>pJ4Uhsd3 z{p~cegRDzT|TWHwDj~OMuUFQs#Kc#*~IJc7g=6 z^j3!^D!2M<;rH z86YH?NmVuSXuo2pc(_A<(a;F&`}m@%!qDN7W@}#Q_JYPom>RrgOB+jXd-epI0c5@; zPs-z?LFteeU_skw02X&Z^&)OXI5yP7K??^Df0^c4!^qVOLkM0Lw>YNP-su3+R8P6W zv)=nmU#nI;PWYEG#L@PR5PLuU5z33!wqAv>m<9UJLx|968+C=oIQZM^b3~)yH_wmT z6KGL1bK+GHtoX_^O`X+p(-;P>j-b+1U=2tRY+&)}o8Sn@J=BkKsrMm6Uivz?esWzp zY_>;i7ixkIJI5`4g9X82v# z)Hu+vTv1-S3MzMi5ldG2$>Yf7Iz?v9Ww`Fe2p=rds#VTpa-tpEKm1*>s?fePV>=vE ze;afTDl0Mfgvw54O}_qC81%39E}T94XtVpSU(*e^Cc=(wk(;nWRD;Q!0-1ZDGpyAg z{INbRhC}%EV83JYxeI#5Ol0~2U!+Ft>2HV10kHJcvCVh&g{hie# zu}b4gyw&W9lr!XoKQZ{-w^eMvA8O9w6y~?e(LQf&O%+b}l@Z6l@omZlUl$rr$&UN6 zY8oERT7e2^Fa1~uw3}HH$ofGJP42n;ds^A6f68|1=D35mw;{RcKk1bZHMDW%x+Kox zAL}NLoJXYS5L1(`Haf*N7XAvwz+?54E6z0`lu~67G}Gw$_Jb`l$8X+%kVT>L;$u9M zl&1LRL@oU24Ibc~HJni#g+7z~SNg>5ka2tY|Pw>SH`6r`wXn`dR726;T;~cBN^y5wMIF zS#P0*4>oo>;)X*u(p_o0iMr(74cXIys)CG5+~aFz%CFW2uD0XocKk zVY%&+pEu3#{$YRE*=*Smr_(|ARJc6OS3SvZuM*bUv@C^Pfe!Vd5-$LFQnC{FElEVXO_r9TP6Mxlyw^J26=hRb$K`Ra9t;vO0Ouqd zwR{XsVY~xbUxLlXwsZ>B?QUeMK$O0_*WZQddcwcE7D4}r*;Rxu|G>?Jh_80xk*4*%d{di_giJhq*sSarp@t6 z^~uK*>{5ZpGGdavHR}CI%arB}Z(DN$SNf^O8gSi3pAS_RaX9o+u3}E6KNT;=?X3?n zm#Xr`JeR)YcRxF`R&r*g$sdg*Xg}%SjV9MN=`M#!Sl;P zpF*<@@ShN}#oUlpHdDlAQIVo`Mvgfo9@(6G5NbA3)pG=D0f&{5N`V##hUAZgW}{j) z*cVCvNH_)s>9!vkVfwvCbKAR4Qpi1KiVbYGOJ`J7KI;{I+<-FN2kq%%B@sV6Yt1O) zanE>pFaYdd5J~y_Yr;BbOY@G4{%fk4ua19l5c|=o5(ctg^|kYcN?%fi#p21q>teKN zYKI*QwCnwyC`PPJ-sCCt&U( zwtfZVplQU@Zn*?-sgH59S84XCOi3SjLjd}o5oy+r6P%hU0ka!wVZ6rVIA6=vX6S!|JerWT_sS4Zs7DJHmGBfxR zoc+-Uj^lg;CORxM{I^zU`K+s;7Th65TUMLqrabO-Kdbp}Wj?E>N>-7HIHUYp;$fWk zauDf^&{ZdSnQauvC!1gnRxA2v+Pb>K05h}-zGnY+x`Nf&1JmhxvEUeKJv3_i3oY-l zMGl(<$bK1iE!qwe5ArtU^h@!t) z3~@jm!A}!t%)d&`T)E($q|p)7bfgXnWGQgTsgoPYL{K z|LA^5>3ZDz9@jsSJEgp>^jGSgqVCK7g-YQ?(L->w5?EHT-|DQNDnmbztwi1CY1$2J zT>g|lg!a26S%c_v0`72jPk)_z*X20D+I?x19e5RTQ=xPi@%}sFqLlGu-8&V0!bJL( zblY~2^W95G<<#f`68F@ZGoRW3iTbyNqJQt}pur7XJ+K?m8_wXoN{#SnGx}C%pIAr; z!M;1))%|sigG@Vb1>eDIj*_-n5}m2Q#5b?`viGm6K(2I>xIG2NY1EjmZaD6|f>O zN~Qbqv`^~8nSYJQa`a(6Ib5ozdc%f%6WRr`9#;>JNzab`dVxGTP2`OkHjsG{Dd+0< zEcPddM} zg>H0Eyb=r1Qd6rrYu%~ymhr>E_H*>~Yds$12_)QJ!Ds74cPZ7H7fRiul-10_hl#mhN!s)Rs=3(>xt$rC(D7i;FX4!=s- z^ECp`geFCf@mRg7fM0cq0ln53LfQ6wo@?2Uq~1>y;!5;mTxBVk{gr6E#0>e%>!4&3 z+CFjrXal}3jX+i;+yND_>%75`m@fjST1&WcilWGC>DW-{j>wMVbp%TKG#a@lQ9!1Q zdKPB5>YR9H)tyO8jK|Bi0dpoR2V)OndDP(yn)zalp%A{1(K^$wwEi! zZa`U~7V{|3Aj@peC@vp9_IYeOkoS;=YnIFR6gJAQ45u_ncs@SNkUo%3+0G?zs9ke> zY~#Vg?uc0N>>8cPDPudBVCiQfYK&?<?e#^t>sSV}rk-0C&||Zp?{BXqnz*k^DkmI5s=M{- zeV%3V91LTP{Av0qtTI4i=+avyOI7?47shV5S{=6=)8w3f^!F}yrAp}e6^tmKo>to_ zNI#0|-BWO5Q%ni|_=yv|AzG=HxGy%~%)j>B)8cKV>|$5LG`9=K{}vVKF=lM%O7eSL zWynql3ucc_pq6pHn)HC_`11m}y$nVai(cNPU%2PIOJHMn z!e%{+;5GrhGu@9^@C6_oIV4b%w-tBs>TWlsi%KsQLl5z;cJ@m9vE`YK7q@m>=Gz+j zDpdfcWkS2hO))!C+2WM{_C*Oj#l{)jJiqAW*cta8JK}>(0%Nq^^Lf_f!{w*jW)I4meu$uE3mZW^fMr$N1pYujRO+C1 zOpC`i%<$)sM?LDs>_-+pe<}^*u_`=ZZNYy%^kD7#%=W}0#b5yNCo^^Qw1U<56v8;b z5;2!c%+RO(FLzh3O46I?gn@`sdkD+V#<~Cx zoiKhSpzyl4GazRBvV?B&jVQgJKSj8!@DgNHhNfQ$`<>xC&qOTz#TJHSrNI`ocYyhZ?Wce^ntaCT5p=PY5l+?(eUzp=9liQykT$`n0wJNO| z0x|;(B|VgIt1U5nG$kUhIIZusN5OptWj=$j5q?1)#NXADA{Lr~9CQ!0iVA5RFtRFD zIV+l}a6ojDtHIFEbVfZj@LipDH<1mXvfxy~m09a7Umn~{MxbOT9XJe8HK8HV*?{}l zeCZ{>fxqdu%vNt6`O#XwoBsHPNpx4a{8V=@K@IyyD9Sam6S9zT#J|ro zcuHQQ>AEUi>OB?3(FJU?TnXV+u;~VBMXT?Lv7*3qo%sWeSII7CTCT+aYy_$&&pDQ{ zm#BB3{XlF*sgYey4wlUvn{}DeQ}NEs-W^c*7^QuO4$i&T_gE%aPQUa|^wfM$a?w3H z4Omy|#hikFaD%7vjR58Ri0UWnYicK-BWN}%C zD(!UA$;FPUn4=BidS&~d6OB+S)N?;{#$)?3@0D$$R~zu`IVsg1&-wuZw<~VfuyRN6=B^McS_ZRs2`3f&EoH^Sy?jRxf&Jn+6B zDe8BIt2>vhbvIjv;oNliitRK~-xXS#=EiyFSACR#G@2yv`Do%z@%V31fyf zaHr#f#ri3#>I{c<2m~*>;yZ6u}i4w0@+8U+2aAQ-nO6 z?yO|Dg{{^0Gng{(O2!qoCUZ-w4(a}1&r@wN=Qi6kWI8k{1C z3$X{2cH_UfjV)F(ZDS8^+?Fy{;S2$xP#5{Ub@j62;ES2bS!{|ycWJ|GAuN$_egX?) zY4~(CUQKB7L&7Z_qM;bfx8WkJ+-WrG_x1`o*VuA34m~rwn<^SMg1#5pdRCH-F*$@h zIAreDu$#q;Jg|9$CM~w`x%z>^Yq=<-LD@M#_ia>2@2-V%p`LIG)y2stq5)h=+ivsQ z(5)g>b1*MXXLOtcxge!_$no|01GK+Yr>k8f*MGD*meIoSZ-Q}mqG&rex_?;${c~=I z#|c{z>&`afl~Y#p1rO!-T*ZpLqjxwA-)X}&4F>CqY|!t!=pj<0d@pyXM@|KcYubn= zZBBpd+~E>U{v~M}w28`0A#A*X*}Q|Vt=AA0miDw4%}V5>ePWN#4O?Up&#!b8CT71q zJ1%fXE4>BQ!}soG5?@Vcu&XOB&jllXZ-*LUIZ0oK9k4+K2ie}(A+8{nrqx8iat!YT z0{Zr7xAjgyFD{F>km(W*0URS-CyTEDD)$baM+{}&7KShIm7Hh|K|eR%6)zPwB74^K zga3fpKgutG$4e)Q$^SzV%`;?p!%`3}S-9GzmX-uOHH(*zf|0d)K=`bHA6#xf^Z`>E z0=!)KvDAX`nNQXw_~wYOvy;ewdWGFYrv6u@o9NTZUPTY1uF(e8UbP~nbrLMEqN$m; z?f|}$Ii(5;BDy+oRw-cY!<1qx!P8Pwo}7JR^Drh)ffVbGFnHu(T$iUgW0h~u>Zg}b z+G34a0tRUv>^*$X1m3>J^eVn0SZJtW+% z6;8Q31*eRYc`Y+!5vScp(OmzDl=Q?xBFJrb~SBA59`mk#KuI46=G*;X)s(GTaiaw<=oxLfwH`!#^+#qZm!xy!+Pm6DbdhHkwnJLw|*o z|3su<3xqhu&t*eh^T(B))Jq+CjrOUa-kMQHaeK90Vr z^LRGy*JKE*g3zBk`hTfmwZt|wsuy1B%R+HA-+RMe72#~BAR70CuC=4CyH0Dd))&xT zE5$UtLp)xBQ^6Du3%jbXEW!qbn5to=h<|xrn$bGjpmUspoZkDtrT$kFGS;j@@6)I# znqy*S$YnPsCyAI~{?{+;`RiB(D)*MNzCtA7qTx*?^UNmmU&^1^oVn3H55jjMZIl?v^NrzXTb zqA^+c7q=>u8bj(>jdJx5)4afvj40T+sBf}1;c~o7nF#yerL@n9Y2#q+nSY9Hi~seN743aYbf< zXCO0VCG=(LdM|{wH85CB#KIk0V3elxvV`35XUVJfq1#7HH`SwH0m!+X;7iPF(^H~8 zS^#!VP?f~Aus|Pfy>s$C#D#88eaw5yCl~s6>_e~QEDcAFiR+uhNwkDPRPTVU7X!O~ znRH%MP%C*Am~_ER^AjNQdZaEyNG->Mkten_+v%CgCrpm7mZ{8^>uaBHBF`W<)Qa9s z#%*I1ZQ>*32l{`RKYT7(40gH*p3#3uy8;w#Xt`sz)zX$p&ybuhvw?a&hq-Qnsp>`{ zj=N@<{4DgVA>OF8GWi*<@s&iNr;7PVyBt|C1?+IX+0}AK=aD0J%f@ioSN>t@mvP%y zm94^*-G!x{uT|iN=HrFVEu>XnQbR4Dls^o|1bE+;{az%0iaxzIj;*Dv2eMx~HXz;- z{1fX`uuFa3ek^<)uAK)h; zFK9MGyP3f_=lA$R;!i*2UDc!IAydm-mz4|X`itS?2|xuY30{gn${0vajk`%fna34Q*zVDwquvz-3HjT z+IQjOY32`iYX$mt+s-0WP7tiz75Gyh=8qNMpT7e_Bd0(#c|bS&klpTgk=f~&abp|w zsn?o<9q;eDo=&4JxcjuoXK7`xAjwi7`^Ox1o(8n1P{Nm~-1+nwH_6y_y-fK!v8>wR zD$9gwbi7o(!S!Pl={an8nO_ zl_@cS9!jB=f@8g>OQDv)Af#ZS*BZBXBNTO;mXx*OKRd};&%4wrT_yTlku;kDDsOCq zwY>k`u-wToaK}GTBBp&&iu9uFUuy3R%anUpX(lkhkuvAGs`qA4%;{;JThil z!-gFB%3R`pTiunizj^-2g9^5<2ykKuhTq@7!yW5edx^|5Cyh3=f;>Aa9?x8ZFUrTN zDI|UgHoQoiX(a)3gT*-fqEh{~ChwW1ZDkG3J0i|`9&Rd~G;+nM)H;=`KMmz1DQ;fo zT2F@?$G!Pl8P@AZ%p-*hs;i(+;6Ec{$g_~`CiWtxEIC3Zzl7%~8&@(0MADrm_~RRM zwuqL!m)I&UNCGu?j(jpCGdv*kc4~tD+Kqbez8dJ5@Lt_cP7N#mR;r&P?k`V=Wm|OB z1(B4raZ6kh&_yupkFR0~ng`^bp=S3*I7c75X;-DNjX%mB8my|_Y|j@J>=qAlG)njY zvJyR)2yfTM7hM0IB|kSgg9u53LGG^+BWb%ybvG3nniO1k9W#StKt+|3x$&4_!Kid0vWWrg~HrW62L!Pi-c~{Y^D~5}}>= z_EquQ19kxc8l|~scK+qxS9K)}zP8#Oz%deALs$UnnzYbEDU)P5RKN1KO2_6mZC+K` zrm6CD62PiP)F1wi=F?4>U<~rk-7iLAc;W<|lXx9zO1N-LGl3!6OKTCAMQlehkC{j@ zqr>iXq1Qy~ViRUk-&E_szj0?W&AHJ3)xEI(#B;MgewcRUnk0nEpcdfnt2e^T06VWC zUfr=4e!&f}@WqFSX92DE3~|YQ+$IIzWKZWa4U{?8qe{}OPuNNqz0MqvcW3Sm1y}z= zS_5c}x0K*c({MB`m6G@$bto$j_`gzmLKBVta#Xz^^73s~CqqJNiMfIqpEXr7Q#$I+ z;`e({)TBlQa47a!Jm+~6m1IY}u7QSM*qRdVVO>_w>U%o=9A0xRs{SCN_jCK|#Hnch ztkmNb&N%iPFGdZ?l@!E3s^~u}sqfq@d(2JVq=AnMsbByfk7?CSmD^d@`p}8o{T%#w zlaIY6Zu#%XNvxra<%9TY3~--(!U6NC*7UY4G``!AaI@wFcNFIStLAVuTZ3XUA;T0U zY5ztK__l_;YL6Vuy_!P@9jnzTimnraYTcCulXoJ9GZswDSvPkqfaGZ9i3oCYp_d_I z_+jeE-g6><{3l&FZOVt1Ki%<9$R{|0&^veVDv|**B^V

        f%cT5<`dy?R4&A8p?NM=X6b8obm^oXq8kMOQL=#&1%%+gri8!+{inK# zd)@Z83>j^oa6}|>W!R2g{a6^5WTZ^Ds)o`Waq?6etr(Vq-;2Q;oL*0keNNJ;) z%ZV$Y^lA9B9^rM#r%B+-w&(i$y`?C*B|fM_u(OrwAPymjqj`r!c|^_f6*0qiIF&NR ziv#g@rCTKg3piHECjP4VO0e8IkbY0I>#SI#jrmiK9r#>Gg3m$UQSRk1`Ix z^q5)7buuGtq(_F}OkA|bb|xRNHaGA(|m?gJb!+8c#WwvwaQdc1HbQ6gcm zFh0$Hg>L#|md$+dG(CYd&%mLyQPnCI`c$}mGd&epbw~j-#v7qeKamhu&>_|g;YEAC zp7tG!f;{Kjq}^sy9zP+?Z0cqSa@d_(%gesHF0*LC zy==x34}(hhR4TdRb;$m1d^Z{Pg&n~b6B2{3*6k&gWdQH#Y72f^=j+9sIShqv9 zzmCz5{66z{>(^<{QfpOu44Vy9bo#TyqLEu{JR6ZOj#o%VYdUF*TKCMVWOu?YLwaAS zU^A$(fFQij)E3O$l)VwF1dW(QzIoJp?p?%qX0PH%k#9Zx4=Ju#!lv{-_p0A$ZO0pQ zQIaM#46B4#FkA+APRvD>ViZ!NBP3L8OkZv$nlwc`+!lcafOGWm` zkXBEV4p-w5StevS_*<}m1{cU9D*)5O1y{RTz{Bme$>DT5hT$wi|7%5D@5=1=x6OLZ zhkD9xmE*4iHHGj^D~MPAl^!{LJbf6UdNK$B__#>})*|&Je0|nK^_)L;Up~S04p`}O zJA7fX8gc?5?y`2*)Rp2_mfZ=4FI6;OYSfM?Jmpv{kKc(@UDcp$O4t=>v=okYs0vq? z9_hXfcnE^CjjA_T;GSKd>Q_msOr@y*eEo4vJUFuE_Gp-+%=k^bxCrFMdBW!h#`TNh z>30&c;os;x&Z)-KkYCDruM)uI{?zp~jy?2rAc3k*SNj1p#792Uc;% zSSOws3P($`kZ33`=^!5UnEYaG6-mzY1PH&iy5I4;tcZS6VIma9k z7L_kknnQFDPF3;pod?(>X2qqz^R&n$X4&5`2`h5JsSh6RULXs9%>&3(= zmsQ19(hmp=i{p2fySimgJ(tk7vz#T(yv)2{zX?;^lL^pA6ZUvMx;%-u#hs-o$eend zBlOJEYxfuaOWp5aVisb+O!)@EvkBhRUy`I@QwF`l^^lvS&X`ob!k?fisJeWOI#2wg zff4O9OTJjYtMUiI$`*~h04`TjFLDPqu9quKF>s&uwr*g!)>YRID`K2l3)J53!e&RYH-(y!{LU$m9F-zjB*w(jo7D{X+NmG__khzLbmHEl`0o+{Y2@f5yE zsRHDh=sez=XjWmz?pq2B@AQ8pSbsxjf>ie?Facqya(MQ+5KZP1hR08#u zKvRaxG@E9`CGijGB;s)u4g2YOKf8*-ojzO)Y6^itx*grd22boi7PkzI%u}Vm>>T(F z%K;1DrVay0WaOz_qWmD3BK*5XV0dLr9mRGN4@JsK z7`aMEhL+>@KFWS`I;dR-{P_4)fVyL7`qi^0)) z3dEiq==O5Vu|N>p-Ss0GJLd%*Fy}k2+%2&a*nGHEWS(|Fe)n)w@_D};-Uz1icrI@d z3~@ubbU2<2VlFZwhiQ*jD?1-+(sf2V<6Hk3Gmf6kY4nwFm(bso1ETQ~cMPK!a0;p! zEqn_{WBn5#LJNmv6P?EOAgIX$h};^|xiAhgE_k2ODt1fsH(9BR58lWEoP-Tuvj)9R zu;sb73KHTg4}d21C>ubX#w(>M#Pv375Rfs}S6c)OBt-YMmK6UQ_M!*N8sjZ)xHtN9 zm_sxb>rE3`yB$c$Orc+)+tlnD%CzXIh@+UykKt!-NO&yeyIp^v6~Y3ZEq_0{CX*ZC z%B~=YzTZ~nFlYndoSPU}7FvCMZ{d2+!{X z6ARQKV-*|OYU?=O7m1=KMFYLHO+SKc9wLs|>z2ghv7Ojhn$Q%b>ea`21D&WeLDKsp z0aA+I2(k;dnLl;EJ?D!MrxVZhw~xW>`+Sd66SC%D@`j1RWTF(9sZYwB83DPZPuU3jO~G%dx%T8X_o{luw8YDg8fFNUssuO-+1=MtY_&F@k6Bq+#=gENnl-hk;?RcEG#1#o5(viR8k4DYEPrxL-?2ufCYePR=bap26g+1hAj zNmq_|eW*&3Pe3K8O=+JD3OmD9OFn__wSJFFd8>S??&_UbW9@ppsttjL4=I~DrDSlH z<)>xM|IYRhOqYAc?P0iA)ufRt(StODu=FMJ{+)q4&D! zQAelu6bH%@^q25E?Omnrmr3br-E_U*+RvCtBaz;+`V64v61|7%i-qQmMs9-uWYu;l z^j(?A+q#qWs6tCXEgAT!G#iorIBPo>bR7w%;6_QI9uF)VL=A=Il|9dacCr4~p3GNl z-EFIFyEEmnkdn?iLWS%9eT=KmLA&)3vWw>?3Is6A8PS)hmQSya}*T$T8x_g>!(T4CwwQubuV7e!(CEug3BrF!dDbE$&lhkT=o;cS(gYSBW@ z{278;J1sJ(UGZ#F0_7LwI`Di`!}8bIS&gsFR(g+f&TJW*mvY>dnGgPEA(qOHZ;1+=mX$cgRq9XA;1RH2Hwdsmx96KQ`YT_>Ro>4?fYlr=pV`3_Rtyhg^suL~$Jru)vXsuvCP87S5JkNtnmIu#fBrR@>E3KT1t!$$ zVc*!FPjZxsH8&9k2hfI;Cr&9lIdN*KjH&y600h8svp92~<&X}w@vX{bO#5v@aOQYr zB=o(sM{r}PS)=^PKf4nG2i;@CLNP`H1#2}4yHv&UScXuO*G*Z%C5(5H5 zcPZu2ol?>b(r`Dwb>Ca}t@ZwS_x-MaAOmYSbN1Q$yFc|kCv?X4rSPob?dwl647SIW zWfF3g_0eE8*A4SB9w-zbV@x|tnE|5cxODNhuz6TM4tmc+`Ueg z6TT#}j2Wq+|BZ)x@GiTs%ZuKIXErmis$$Ty7>Tw(JD$FKiz*I}{pE;;2&yJaRn>W^ zia~G4mzy044sx83XHC|u6v{8j{UDyKtFH58D2pZMwBK@lRM{~(x{(h)w2qqa8}m>u z(&URPyAwcL6xeZahR#V)t`V}&P~!W}xOT&tLS8XVD=VV6Hy+{o=nb$|o+)%y_ zruGWAtDfhyO-xX0O%6AUFvJWz?J$E6EmC^1Ic^J<4wseFGzHU1NkY+8hSzny{ewMe z{YxOT7i4!5UH3=^W{t&t)lL)P@>?dM(c>L4o)9O4R-tc7H5Nt+WZ!IxJBTc$V*=Zl zuW+~2jlpdhYmC^=2F^-EEvBoQyD$rd#k4z@JbF>k8|vUw2c%5|Vac7s5yB$M^-+x|muexhDl$0oM*lznpw4DxZc#awOvE?9;ryFz+x+F$N%vxS@Q4c6Rb_F8>Z*qDA^z4Nh|pV z4bYxDAmO?^>*MQ)FL_XXyn|GQ}Cs*`u7m zE+IOXgEZI#S2SyPt{O^b5qFzq-UesZr?7@O$h!3JYx?;fjwB=h<_W5?qpuwA1wSDy zzBc=PBlR!O5htUPqcb>j0KJr+ZJmY0K#lM@+Cl+CzWOqwU>hgYb(C*Oc!BJ^ zH=4Mg%75qgn>#Y}J1ZUj_H2`|7BN6EXhby&7MTU4ZcmF5j$Zl1JYovWqFp>|%pnU%uvx z99cW+%<6}+Ef)8PeK4|9CI0P=tXdYcFH;(r;99C8&fULbRl=jpbSF(w;y66~dN-_z z`Z%QEr4~w!!iW9V&1}5LqaQDZMzg)6`&g3 zu!5GHhF#tv5uLD8+1v*@ITOd3YxR|}*)n>0;R37N$oUj$?Q8X7^F2-CLT#U-Of&N| z4u17F$V9LS4QTj*kw^UV43_~FtiZUGn>QAM!JVqSMnl(`YG>l?;$&)Q`=4*^ zjjWzN=H%g_dQ0`6Zv_O{)IA+c*|e05tW1qv*wkE&TpnJ_*czIfvT0hHxL8m@-f^%= zn_8M%xKKfOx!J_*ZS0-Y91M+3*~CrVER9W7r9|08EnS?IO`XK-Z5{0GOzm8#c-Um@ zTuhxD>}?EPOsUKaZJbTnBrR>gkJuz1ek5*cY;R)9CU0tI4i3S|#m&PhB=q$0|MgKl z(swg1?LSOh-49V_3vaV68gO+y7sDK};QIVA6lEn8HCKO}`7yFF8FK702WEnba%bdY zv=?kay7jL(uuS6;D^YCU7&E=8PEdV}CUWGnxO9>~bZ&Uy>vsNP)@k$l3}p*?J>y;0 zQh4q)S%DRTMg1916!X9OrTR(R?Z3HB%#@TA|GUfYZAUp`A;jDc>;2#U%23PDK%r3W zK>yn_O*uwJG_3}w0+XqKdvnH(N57)TQYSEQ$PeEMx$P#CPK}S##puU*WwS|~GZz?W zX-$vzHO#$u`|*9zrw9_ZE3&UII3=T$(s@Q)if0>~&CO60NaUE;4DPRz68}*8-{9}; zF>AnLL}!{koz>_LSjFMsKIWP13!#(w=egf5$&@k$pi$V59}`HkHIyFh&ivuA*cwWE z_hVf(iF7_A^=!ZCz)IZz{?>g=VtiIw8NT0k@7Hi1OrmcQzP1po43{PVZz_Va*WMmrgVEDd*7kVT?W!Q&!m$Ig3a0yX1Heo>ml5v~DF=RgaMh&8KfX%q&A zLaui|IZQ4hft@x=>x5AN5e)9}ln%^!JaO9scRC zmujc{w@AdS(Y(-JV?EXBZbhv7eQWHy`~E!i<@GNzdvXDf;l);~iPtT+H2);bt z+S-yP+Q01)zWapS6^Mo{;LOCx_}!q*Pf74Bp*v8AK_OLLM~7Ln?eZ^~fbR7#WfMho z>Yd3lIn}!wV&zujUy-q+;$iIuuU@|nFND5IP!hg99g(8^CfDo#49{-L@V6AD?`PFv zZ$qky?D~4GC)t=wzUO*hUkc)pJmGWO<*}K5+ns!Ro(i!})aZnp4_RH5>C`Fj(D`hS z7ZZ5={hi{t`b+Srn@~INFuJJ7)6>(-*v+k0sG_QhK-j=@ov5$cp?fG!t|-N8Aj|)* z!SD8Jf1zn$K=w=X>8RYvU&L6HJPtxsa#`i8z%iyDji7N)bc^Rnq0q1tyw+|ZTvd#$ zr@(D**7vxN5mUyiJn;8#c~7cyq4vnPn*7@KnT;7nT8;KOFN=JeSCta^=fL#N{`)f96d z-zbcbS2Mo{chG&F!q#${f4asXP{M(uln1XYmLi#fb>am4_uPwDpyAb;Rx$Hg{ z4p9$F_c@OPmAHYJGIKYJ5Ms2-;q%9e*LB`jiMGf4bFr1A{J&lcB^LQjOiX|iPOL0C zmi|oXcaig=>O8Y!q+g&3e*|`WeLmMdrSJXpTR(Bf=186)L%|=`q|Q!JF8?|qZPJA; z3c~gE^(zy8i7*pu4+#mh&s~Mc3SA>wZyzO*Q4md=X-~_+Td%g6t%J&c_}|}ght%25 z5rd(DwcMs8CNew>i`1OUd_=4yf%61KM&O{Z2Yv)4ozGzh#`B3eLxOze-_=3k|J*j8 zy2wNP?|dlbkf2BYXlPciqTkNHcq;yQ`8?;Zj$G^%-K1?+Cc*%2B+7sx;G9>yqr^2n zA@RtCuUhkmekwurq{E|B`Vi&q?d?A_mQ=cO4GU$^ig81NmB6&G?JFxQb_7s9syaU;h1O?&!vqDq7AN97iaS()DzWAii&iRnJmwp-WwjK$v-LUL5He!M;qpIllyo82cSa;n-+Q(j(P%bOA#i~Np!uMP&2_hQsT zsVc~3CS8`c&t86>LWO!zME%O0tchhEbAQ6q8>v5f+kI~~I7TE0-4gRNQe&h(#hC%W z>JdCnzixGyMIFiIn84y%hdJqx5TdKw_Vaa6jh{u|NNq&C#wF;QWbn zC0X-y3YPZHzNBDxUKu8IceV3F#;2pdU)Go7SIjd1j^T$7-?T-U{_QXDn-7ww+&IdA zt%qP=u7=97@eZ2jeDCxiTj2N-9ZhdmXSVfG{{7sDoQ0Yp8={J$3h{w|g5jJ2dyZ)O z!)|i;G+&OFT%Fy*+n5T2!O9(Iv`G;&vJ{f=UVo~w{TDsSkbWNh4m;Dz{kTXj^2PE1 zC-IrB=_aOaH}X`|bq+>GsV+wOnWiEIV+9IPkn9ancbmk+n;Rb=YS8r&J`M|g+w z@yfcs7Kbvwey#jY;OTB5+FrH^&6JTZjk-!!c{?9PsYco3CO47N_3epLh;ECqhwVs- z)cO9x2y1GtT~7|wt-{3oW;gJeq$w$D>cq`iPuB6VQ@sbJ&*3M2!<9>`ZxwP*%lyv2 z%b<-BGSYH#&d-}5I}vQH!*~~_w=Dr=I0LP|*ChpKAG%@{(%#V)Vap?AQTMn^NIv~c z475ljVwtf;%R<}Jo}#*e43ztb&;4FtpKac7k#or#4%*23;XM{<)8((a1F5DN)3ES zK~o?e;k)4p=MfgB^gITbs9r*3w)JmLnO@)mPDn>tSyr^4abFz0mrV4E8FGnRp(<3MzGJ3h>mnI}cS&&AMXbH?i~cy1a_HP>NRP^XNDH*EDtr(bW%f zYu^P8sljKcg6Fw;zkVO0{4%GpkuPb0R>HSF+eaP;hBxUQEWeP>)4Mv$QaJ* zLaJ$6Kz368&UGH#^x5IOU|u^Z70%1|g%!}ewu zVfRKn4|2o>DBYv{9a(Ys_>wtbIn|!1M2pnWvI>arB%7pWAi0oNY>$2as!tI6v>ZBD zYa5@xjVx9_^oj=(Pnvn!xCdZCuo=Yv_6T*MiNOXSAyPX7sD5|!hrfdv%+8LlvST{R zpha}E)-#o*gLUI8qszRzzC0D{{e*%sP7qg;NXV!-?vNo-M{n(| zM}RsV%m9W|6x)5>Mnq9(_9+;fB%EG-;@`AWJE9EghC8Qe;9IZ~%BtD5 zH_hhg!^Qj&e@=qNTe&wAC+4q>Gf>D`i6hD0DR!}+K9-6mu*ST4s`m_T&gG)QQg61^ zNOm_o9ouKc;Ef-zUnl5YTR05+Pj%Z_9S$_`zjZ~VLfo*la2)xg{}`sPW}5t)-(hv8 zm~=$pciWAb79294Vd_>EZy;x+aG6S682@DT#W0Q{AcwO9={*YtGt1kcw80J* zuL7NbYH6(Y1UKhPho^k%x1=O|2K&+;64<#y{jc(PCO&`4b||xqiL3MyV30p$7c9)iMJ&c&Mn_eZ zQ06v3p*rbvWBm5rY?)W6XW!;sp!Typ+Lt+B;*$fL_*dND8a>i;srJ$6R=L`R58WVk zbDuY2_k3_9+Ti3caZe|^l}28Oyx3En7ZlzLf^S?$ zM^EJ0`HC!a&jw@N zTJdw*sWl&(e3nXN_wQ;IWyOgc=cxq4d#YD%t4o=J-Zp`;y$#MA+94`VIvKi`r}3-# z+{a^s!IIZ*gew_u4FmHGMaLHI2SyQT@7OyXwORrDh{k&V1c`%#!{(|OS{YbAw5$>N zoc&Rr)GZUgezvaLt(?`P)PSc6&OerW!(acBnAGB8CWmf1M#gvi=?F5tD+{Z5+TrIY zkqqWoUZF^~En!TbAivH^9+c0cYkF>9`-ud3Ihg3PW2wvhn)83Grx#>%Ld|oSnU?t> z179>XHTgLNo^5r*6sjy-TEQfz#ifuk5W^>`pcJnnOH&Dk9fY-+5@w^hx~_DGMUQrK zQe6MeYYE(V`Q-Wg)%mWluR>SSj6OzQM^qmFY&765zT#rAsgFa{{hAnP{OZbx$M5WK zEfZ#EXPcV^E*M@px-eyu5#ed6tD`Qz&%{{j3z+)6D3Z6ZbX%+USrDgCU0vP8+?;mI zMd&Rl;L2h$TQh=6%B}U`QaNspjFLXOEnY+gVI})*s*x(Dii$Y0s6S^n{WYJWOy}v& z2g#4WP?sC;1K^u?Y^rK}YHD>MjYiPa)YM}a6p+CzVM>Q+w97B8j}~n5%DRwW3x5d> z-3OTc&0X7b3>G63>?=HJ-m2c0O2qRajxkw9eo=p)yo?ABXPjf(XXuO~d#C&gU|q08 z+sS4Q^7y2U7VQ3J?vje-9L(Tn z({G+0$7*$2?;pvNs|PwL0_-2P=PUh;m{s?cLLNY|1!JOd z^6iQ1U3a(F{#RR!r*uNxn@imGi|J`;J4?QvPWIN5U|QVXr~L)hL%-Dr8VT-C{Of$d zeF-p^)K|qDLs>uwI=6Mf6*xrlLYErJvzIdXl%O@R*y7!EMsfxOE}TgiIDXsBafCky zAgc8Cq-rZFC{1pAR;ykY%OT(@XQN}_zO*@Q`_0P6rX;KTi0gJj)4(;^@B)9#8~@$& zN0y039%G|@)H1Xm2adlN7D{@3?+U?f`e78qY1oM>bq+D<#XI%u$g`kNJp+Z%%>qfU z4pBWMe6Jh%0Zv6s@dU^F33XiNpxSpu!P8-}+LFyBP~9gV#0amx#nD2AG`S?!;uqC2 zY=U?q{^i;=ueCY;fUt^us_XHZOqwuvIT|)`C<2^|Xp|!$F8ST-Z=2WxQ+;pGraBCw z>bI8K+RV&=N~6ukOUH|91C8PULQTU!859io-e^I@Ue)OVW0sGqZ-}HNeJWbWlq1$? z-ny!mmXbjQ zZXS`j!V5}B>DT%YhZ>yvfP(z(vnc~y4tEkdR=}MpLuUYl#fPvQUD?jnerr!gckOmM zT9MeAc^eb|o8`?L+b!`}I=l)~&p`BGk*(1JxiY#2h&2FxPFr2L!s7NpG1w%mJ~u}_ z1UzQHlLKUIYf{k?*$h}UHDOvR2c^(Jp21fgYvqv%Nl9|eC>S`^%MPvNMyQP1qT&?^ ziWz*tGn^YeXqNASxL$lS><*qy zgVkGETd!|)hY^;|076LT1BwIkQZ!HR@81am0zf0ZVRzjgPgHy+lYpvI`A?3x&P--0 za3or7K`Tp)UT5jd~LF66T z*Q>Qj>89^f)X?R_W!i^3t#o5yNx7kUy<2%iAy;Hrk^>em$D#!oTydFvqA4l9bVjn_ z8Sto^u#ktVFLlv&e{0`B|ItbZZkAJ;P|9icyU1Q1?(iWTWzfcnusG;N6BWI5@F!+H z$`pMzrloABM>OQ`cn60k@xqwqfWg;&QoFMzme*UGe#uwW(p}B5}8|z40JlO z%29&$X_1BjV^`3p5*a+y4#V3lBGNnU5L5u+YB}tr#5~a*Vw&KH7`B}yOP#i z-Cuvr%r@bVNu`zY5SdEd{d^E+FoSs4jmP+3wHCtzY(8}d`Y!Wu&i2zV?ds&&&&pM6yUt*MpwFh%^+*5m~MQ z49BW%6bs@_AfovB`Kd9IUFCX{CcV*N_{0a_$b%jpEhJ?tAGUS3S9*YD!nhoQLlGCF z1(CbCsKs!Rj^w&?wNFu8{D1WP2}<0lOb4V!&GrHK7N>1L310Q7%Q z>&w1?T!CNW1~PNQ+CMnZOfvoNJR2T=9eqr^c)s;L3umFBZBPvk{)1vm)8##Ke|1iaHZB^8iKO>X>9^ZhBJdIUVWMp6od_w#fHvL0=uG zb3$w8e;rbAud{9Xg>g{B2xZqQ+aoYrM2))KsPURL|r zLuuV0VaCvG!lj*gCs#xiXJN5o5Lc;ouMa-R(L?rs)99(>xDICUy*wwo8K zDTUmv_rGYQbqfj#_|oGMWM{E@Ne9g*(eq?C17@fetrBT{;JOk9fjtT0JS$y=IUW8} z^U+B9zC~)VkXq+=#fE__KF=nMlu+7%xsed>pqf-aZ?#yUy^bhTQ#7>JTxfzx;cDNfJ5q zlZB1#$IPf?oHV#m{8EaGznN5MA(V{U=I|gP@EmKL<);BWrT}QQpA6zp#ak~{BJK(- zAv>U)U=y=c+^ZqI?>yC6-;BA)Y+nz$gaqW)wpP`$tBN4dwv-qA(&ogSx`9#BPu|C7;KFxno5VG%N1xXX^iydOpv zEV;nIz@{GS0CFHEnG9tL?%xMg6|8h>tpob?7W-m}i*U5xa!`Yua-0PK^x{X52s}~g zlJ^Lj&v{fXATEmx1{T{G(%c zGqb;Yb9KJ^vrXz z#R0tUNlgLP8Z~)PYZDc*WjK&^Dj6XVNc|BQ@J!pigJ06%ZYp1anacKT`E+Y+#O9^% zsmgPK<6hbeZ-7*C&;h;3T?o8MXgd9suco6j*W`W>vkdT__z)7lV?L_y&)f4Q`!`_S zdtV-#_Mphg$^whg0+H#l5|+X5e#K}!U+-AaePS#t@a$jBls?>%Iteg?-M2x5tw+De zaNxiIqAsjo@n8!(owIL?Vxn2W`tmsS^T9X_Fz8pa#{SoP?{uPNl>S|wY}_Ax^`Cxq zdH`f|=s+y3)Hc00HXV^&Uh3X-r5Kywa{$&2+Jv+@l#jX@7!V~zMHMw8ziLeS2$bO0 zv_&&8DE!ecq8{&@kuYQkGgE#+fo0|cHhYsn9!LJD)<~&3jMonJuwfjg@&Moz2;0^d zdVwTCZ=UJ-_k~grpggj7FWI82e(2FG|TU*Sm37Vpp~#^d#x{? zg3l$U9YBHzsGnc!XMwYEwdc>M*S-qhJqL<4>dHj-6Qvk-+$zx!zC-bRK59In4F0D8 zny8gU%D@+a!ApcD<6~!6zR8s748#`pu9)|~xoxJA?C}$&Rl(Gv8|IY332Y;&LffAP zb&tzfY#e5yY+%5)huvDXW(5R4ImU3hPXT4qPaAbpf;!uRgM%?e*cyRz?U}k4qLjh+ z?I2h@s$P3kyi%G(M|N9gEc}u^qUm#L*$Rnok%6>UkpG1Z+s?`pLZzFnaef%C#y*v8$Q5m;qDF zG*DMxtEVg10EPnq>hu7pt0*`+vil9Da56q~9Ho$3duKNfZtkj#{JAS)rq$P5KJ^TM zYNbri(@m8gdhn#7?FnpuN`5!_-{d=yz?>wA*0kU%|8s!G1a23PkR`UD>XmsCdE^et zomlLM>%%C^wrlM6fi!?vEHa!{m!H1+$m0B^u%9mZCo07K%fBG6u`-(5<*pm|6dj2* z@^g_Hg@A|h9gpX6{%U!Wz8BUqaJu55_4(F`IA*(n2~dK2b7_3l}BBQ9U?X8BA1 zo1+k2?TU||goaz(T|nYsf8^P36P=7^4_NBiPZ9(1fp~V~U!gi{p2n`OXYNbBj9XZ( z36wW2EaR|zDz&j9GNPe(t~hB>AhE=l)@jPWwFpN@y(16RYPdWs(DC zyj@o2tG9HTM~){(BfOF}4l@mP>{V@6(eHP<{#s_Wit4G{UP z!sa-oUKeL##ID874FzVg?l{Id%~gsqfZCQaoZ)>b0KtZyXJgMW&^;jeaMHD{||L0pKCt= z_bmK%OuB7;3xe~(WHdTnsOoZ_OcG!Cii$jrzoEM<)!!sost$DpR8{ISlrJ=WX$MM_ zSQO&(5~wsTYMe8SE>n0vShs3Nm#*evQ%vD=eVtmnK_UxQ<;!rN?mm20Z~T#w z26x#yr!^kjA{Z9n_MLIb*TRJi4r1WbENJ1^Y+32Y=|0Kt>@z1=`~#bl$bdiGK9!iO zZZQ4n3C;*w$CCZu>ezfdFlsaf!XAeo&*^zPHh9u=)6yFj#-r@CrInPDgvpm|9%2VC z$Kzg1fyBaA0mCQ@c#sKT1^&V??+aW?A=sxY3EEp6Nk_-Z`f)W} zV}VhMb=KN^LqXZvrY0^&If)&H?W6pCH-&_LqjLJqPPPKjf+%e{y+j)u5W11yJMC0^xmLz;3}!cQkC(L zLuV3jbxX&}BGfi*TnYaGZRqTp^QuAJ5SUp6FCC29YI3@+W2QKidBV-McFV~JMi0T5 zon_`8fdW}{RHTx}HE*XGFu1)|F$wYrtyAVl{K(`w_i1pabT(a7ZP_XSX24nn2dRQK-=;-#m3 zuJL={g;4y?6x1o7eZTNwfBI-tJk>NqL|G|3JE;fc>lgfgrf*LuHNGtXE0-~u*EmUQwJm`uCEO$Af2J{vTxCGZT-h0Z0r|A@}&> zXFF3MT$p=nUidkNnC<}z)RFVKykcWx>-Bs6U%~Nsqc-CYHi7%o|3i%9|CQa8iNG~r zTI_7kzkT}#a(!xe1J+aJ5DC>Ex(!aJny%$xJJ|zkZ1g%< zYyoK-7G`E^u74n11Q-Z!Gd`^sWPsZ4@2R-D-#`f`VS(yt^TsPii!%kBR-lK6+$V};Xz2ZM78-j z^4@%+(pbv-8c5zHB_*(@=+i*NcXcsn@jByk{wsgzQj3nbI_$#be?D7lTS`B=tf-hN zF!Nn03rEEQsFH-1lf`P^UwUm)>wGvp0HFkHUYAYf7884sS&+2LHydVXIem|M+W?UA z5LdQSxCksYSRVdu_*c!xjz^HL`W>+CCpb*cb-N!d3Kl*OHthP+x0jiUHl>ztD4ab!BV4$erf_YY~^CPSrdnAk^UJ|5^e!*+mpBb{r!?( zU%vS#EhEn+{p^VVo$)eU&MYx8vDPJ5n&4pvg95R8{((;3-1vN615Y`jdi@E!BIdlI zrvA}-RU$8tdn}*)wqwK>@)*KQCHCb>Y}20_`gei=Vjr&oY%=S>V-P($&K3HRDTB{7 zt}>kE)Bhs>>!OMJGRw)QqT$CjWqWb^3?#lGC=aThGVs^C;HQGb54`$sHn28do1 zW@u<=PFR`G{QBvhpAH%pM$ZA7AgD&8hRkj`nZTsBma>oVt|~xXF?vIB@+5-zP25~g zW(O@%ctnICUUPy3(&FiryGFP?#=mXussi>M zD|# z@Q_L)pq$r~EhmC-^o(1SqRfqpdRhvn`Th(XLoiN0texlLi@sGN?sHDAg;s3;KaM*> zk9pq~2-QbAQE0iIppsH^gIOBxcFc@}h(nM?e|T+pyw*pM=gZW?J*C`D8MzuM>Fa{f zZgeRYg5Ficu23}CQsHE)akPWFH`XrXd$oC(jW#ApKv$@->&eE)yufOarURsL8~Y&b zwP{?of9wbY6}Zm@&_;e%rAWmMlawKWNgw|{W9DRp<>F#ru88xnt=g+MHHp#DB5~Kp zZmzcMI!=+NS4ldusqt~|29F7Is#%{?=HaA{y^M2FQPJ?|4G4W0M@2js1WrnIpC+Uf z+hzVkDITU)c9^9znV?s-4K!pdKhHOVB+$4#h#Uj#B4_D}r=L@ao-RxuuEi@c_%2Cs zfxP#dF(Vf-n4Q*f*nmi0YOp$QA-Suy;8%;E;py)%9E_77ALpdy7-PU4 zo;7wQAp?AW&SKH9x0GBA_0B)OjL!8CZ35!cY8%#!9=1kI$9`-x6bxWKlMZ?o78 zof`ZT_y4d98m|X&+?Vwc>AY&|xD!<)YTlq*Krn~IYWgi3=W_kXZ8gBlA*5!V_%-to z0DG;2#QR6QGv1zqkH>`=^`!twc<1@tIXxF|bgV}{AKY_zhW8BV)*ou$B^cI%M_@Vd zv2KM)r@TyP@VeQV-ePxL5oeEw>qQ;=gC-ScB8l_+1Ihs5ezvO!4G}1@go>7`w)*36 z0@PTv2nl|_7KKNGut>GYeDJSwy{3Bc?dsww zNUKv^y@*$MHA`4xlBL)&TldrN%W6(eRT+G!V=PY2iZA|rL{Hi0wqyH+@-~w$>7(|l zvFGkI`{0VQe?%2mpygy3AtTQ%khW&2)%naVnWq9EK*ia({+Ie9z2GVQQ%J>3xI%1( zXJotzsC<7|tlB_rzqto176RYiw%WmgqNEmx7$c>~UjzMeu28mW)*ZB55bM|(4V3G*x=Uk{kXogdlM)A~S!hE4brDQ73AYL+ATrvLWj zh5xE3Sqekd%#tXa3;5F=4Pf)IPP^jb;yMfxF)}G*qkFIW&eclJ%_`3KEe9v(j1ACT z4JW!knE_JZ2%VKR_Z;i!q{fM6zfrvr+1ZFO(C@V^2XQAlfRj^sYm$;c-*TX} z03gO)PUe7?RyO_22{COpn9gg}=wdzooHuy2KQb+1)VRyMqG1>}wZQ35JMv(zh_RE? z@wY$IOC#)bAOevfqFC@^rD9;)%xNM%F3tie9aw?hiT%V%&F*}H)N78(nQy0ul6Zz$ z+N#uM!ikuR#QAs|qN?hse^4d*#$Q}+3}bqgn9>#Q674lhvkzgL0#fiJQ zxus1!tq(O>1sv(qYRvFE6amzyL+gA~uqxQlcU+{3&{`2Ld2zaFM zohe*dD5%&h*1Qhzmb0m0>DVnrKApCk`A+_mi{EbXYOxKER$qQ?XP&nFnF|G|)QT?( zr7ubqBbO_j8+~6xQjD&Rfc$fwJOdmNF4GF28`8^!G@IbR52LJs)LOeo3`a_ic zzyGGdnulZj7ybn($^*&*`iTH^I0vl+bCo|zO2VU}ZdW4MuKw-u19x90p22pp`4ae+ zWqLzxcUR29!oWc}0i|Q|Lm3Q42XAg}2G+b*@-1l90s?uH&n4)~@$DT25hnsd!aXf? zpoTK<04xKLGqD-iX3XHTv)blpGi(uIhm8ThK#Zvv0)n<1pp9!!kK_-BVGXPz`j-Eh zoqF3z1^8CUp+W8sF$`R~<1(~1JxY5?S}PZf7-vE>?s{=0WU$SZCF67Ued zp;Xv;kNceL^IToLQi)KM6||&#soqg+v`-&GYw1?UqFIie%wapr)vy7`hULLFlDorj zRi_|#z8M8L*tZ{}a?|6mFJI8P$#@*HUn6$|-H9h+yyI+J0oVshiUfVp9~>PWms)*! z+3D$n5&3ieCx~~JAIHd(&C>w$WCVOF0kQeyN825r9LnWZy0q%R5CMIhQcsu*PlK_H zjEpKWhVL~hTDPW*-yaGC55(p`_LFqwQq{a5c*sNvoio0^ z1Y=jBne9?*214GTYB(m~CJnOQ-1#iA(qYoQI5T*_0w zdkYF&8dbpvtv3cR0p|IgUk1ha${&!s*2xq%B-_Z_#P$73fZKO#)o_VrZu#lCAXwdbjhWs*iBE1pUx>pQSKzJRmVYOiySqR8Pzj=zT&5v^eMS61te2NksIV<IR`d%5cn(A(}+w*jCd|di4 z=)LU;d`O5EW0EJ)f*wFyy68Xy1=VoA{t4v?#IrDJ>L^Tx4xB4D9H-5NraJbA&ZHF` zdPc^R`-lF$4`d^zfvm&dsv_URX+m7WjXjKvjOZMJnCLS{Mn*PQX-6eWUdPhYb9L+I zm);7xw4|*T!zzD3t24janWP;1AFCY2#{&Y(%jBBpZmDv|N{|-1MDqTimlG!sX1K)NYkpkUsgFihp zlQnEyo=1h;=a0mH4i0>bI5;q*X^TA>8FUc@{R0F37t0u=Pl_V2we26>1NaNlWHEu` zHR>zoDXbMMEO}WUw6(85V{iB$ZA=a4!&cDdx3BjUC|3myrU|B3-M@bQDp7**c#$^$ zN%|9tui0Pasn;%a456o^BexR?^k-Rg4~YJ{nz+8JWwj-swf^zt$8ci=L8gEw&5mdB zZKHP6y%fNoFoyl5Hh&qJuvF#)I1Y#kQAm@RlJCcP(~o$yzNfS5C6Vm7avS>@K>l_J zKI4*oWYf&2lYwAmW%WB~IbVCS<_SD_dmxIHr0AH=G_ZaoBz=+={Z1XPbXO0Yx_Qst zzd8Gx-!UgI4H5k8+yEY6yM%!31I6zE16P%{Z7+36U0w327{!;Al=cE`-A_m3vrT2H zo8`$yr6m_3!xF%KpD7lrXw8^U=R}tlOZ&!TZH#vfBwHUd!Ugp@Ad~@kd)JFwo7|w2 zc;j)>+YE;z$p1bxg(IxMtXD8_=E8WE=qu@VFXJK|ic7&~ zGEWk_dI^NBeGO>2E(sn`dVbYCg0)BoHESEIL>5}$ z=qIx$MX%c%_Qp`NPDZtg3%v=8t!a%xay$dxIcr#zTKsNMY*yBg*+WB9DFc}Kqg1SN zI$JFEe682}O=hN*&9ze@&E0jYShN3`bb-5imbxY#z0Xd;K0a4(*G>cm9;4^)+S+FU zMhgwDo&ImkGa}i8_aFy&Ec6g!*nX)%M_3hS0roc5$vxoWa41{86-&39v5%SG8y{CE zMM_Fc?9VKy`l%)_AIbJMO8)GfpkYN8o8x5NfSqw=Wu-bzM*6(u%$%|tSv(P{@XcWt z2ms6Iv*|T14({>qzjO;@#V`voo9bPxGU8(C0hN21;NsAL@W@ zmyn6qz^}0JPreeMO*KW9((9L{`Lgc==F>!b0FbpBblx3h2C{?rCA)sLMQna)4UMK8 zLx^cz?njGjyvKuAZnm1{Xa25TQ7{-w4UUndd-50k{lxWtSL8rG^46AkMy1-f@svWZ zSXgY}jmRXGGgT&8GOlSE725Pq%XkMaQjv9tA54k-5|AAQlKVoCP7PAlP>NfC>pAjSzc|hR;v1E3)-D%Jz+5|fH2^r+I z>g@EulC++xt*m6{$CD=}=l4Ntx^T`@ioy-#7EkeBYY?%vz(aC2@d<=ec8F z``UZo(%FlT^d)&8u`52#&&&HjiAJHeS4N)lE)C>g5xs?>Hk$y#xd>Cc@s$m_435s1 zw@%xS!PK|5`Vs&zXBa7Ir9(w#dhW*S3%rFpg`~D5*KWajqrPJ)nCB zJt8e0YH69*CnxD)!9Oy=FJM2>mT!0f6^+AJC5~DiK&{Z>D9|cf^t&iVresvXAjrbP zqMo?#)PCIePW34}{(^{hTk#=XHtr_)yB zy18p>L6;U3k7MqMEJqNX!z)CBjQevQt?1HClA1qlND4e;uuru<9)j*tzHaRIH^V8d zi(42}BcRVa&tD(KfDcjy@-Vys#|~pnT8FkVZBG^P5LQK{6SPXW5cp#$SIG0O29!)Z z#p`F?!+{XApN6M99M-w^-J+<3I5MR(B-8K^@rZfPF;T#JR6vZ6iOEMqKq#UEOnHqV zhG>#_C>N}N?)5u+F*c|>=eqh6`y=Q-h5iJ_Hg;ut#A-c%6M7=Hb|(2hKq=+!o@CFKFfZw-ROFcKKgU8%EcF z?y{$|vx246T?diPO$;{UHMy9}moM81B@L<^F#9}8DQUcO8h zR-7^4_W}dNKbW@z;7nCGSZ9#!)6_MNtow$xN>Rld?+_EUFj(^! zrfYji`rYFPr3r6*x6G{np~N8WStCy7(TLtye9-pg%M@ZGbAAR4<_liE!Z>Bx3J_!T z$zQv3e9N2ar{oMX-$xMfRep;~Nnucy=W$tNq@XivFZC8D8^{ntgKm5JHIJ0(YMxJU zaCrESqTZ{%?LG!PYoUjlA>)reANIbC zkn1eZnQjU&0p(Q7as^aAU)95vrlt8{@lIXAw31F(2uS#t4FT1GEux99Q?E!GE5s?n zIg+JxMNdys8j-9!$9Z|}E+;2voy2?`r$wXhnYxC|2eY3aziaUn66H(av%3G_K^A?; zfp+Pa_I50CWbOf0B}EKJM>l3{AgJ6MnT>_9rml!tCW#vfOGR>A=xBtGl4{!osD`Ysv|H4=6G+GWOVV3Ja}2SNois zdYGkG>qd1S?2g5Ojv3Xq{ijMIHK_4(Me`bG(;cmfZw741 zPRl|Y@`cKOi;_j?4?C6o+!a^uqb~vS)&wi{*R^7*qWhDTA?yW5R&7kpK) zR>k>#C{zC=MV_n|kqSid^U)A`KBHAT<~XC4@!LMnrn{?<6{CQ!9b( zc2zrKk|FdrUFuA8T~zL`0?m>pE$lJ_8|T%`hh}DG{UZ@7>xXF^iO-Vfk3j%=9|)F~mcpBL?Tc;@_g)E>DXTJn zUHAbsV`41(>e>~ZZwueQ(vkmOig-qOo~6v&Ep4aprtP`<=ybGU$FwMwR9#o81ESs` zt^WJz&b%l2yX4h&Gl5Cp#cp9(rq04WzkH3oo31?g+0=;2QQp!cYKr&rwRkBW{CXQ3Cc^(GXA8krld`1Zn{$Dam0=6A%Vp@_F_PMPfOr})yS z8Y}jBxdoIwy3W)D)VSp3=l7M$g_x;}LdjO>;mM_+dN?G5frxpNncdF#w!D5(qs!E2Jl=ZJt zFcv0P6V)#F-#BC8W6=O+#Dj>9NsaovIpq|b&fiQNu^?$U*XD|m>3y?XOE4CvFhb67%VagIO+V0-OM^rT_d+vIF_H1x4eSytC&d0izc4b!MUg3<)Iv}ue@05>k-jBb; z?`2GDFnW)mFJ#ek@|4E|zKThrP`ohs+k*kbwRngpQ5suG34Zk|R&+?wR7$U)`uSbK z=ijfH3+;h|`@IRPAJa)Rlaqf%)=L?fF9mb4P)Tk+C?CIv{CR+Q2m?BD^(Y$besm6N$3O=WJdKq2*!B&fl`tpGBbF7e5cao+uZ zalqg-FFe$+^zb+W9Id9Nwr*5+LZqwv8Mw^+s!uK1mMOf-^5J)-?Du$dcIlZV@&9A` z_J0u!7w`hF{O|bVC?wd{#teG3+Mq%BS`A#M zu5J?N@70Hunz822NBd4(`JfF1eV@xWf>YgeeC3ShSAdfQ66BrDN&a$f11t&|0U0$g zIYbrj`9ZNvb@?(-H&9(pPxWZlxmR^XJ;~QN0?odqGXL=RUEqIr!P=yin+Fdv1$^mR zIgqA(gFsk1%ylB48V#4C+_Max{CC`ME90$O zpZCWpNJvNuV_GA!fpiJNP?Lx^Ro|89?rz%;#jjch1_m#lQp&u<#iDS)c~w2Hh6&FZ z7kC7!n{UY};K2+KHeP87MgxrJ&pWeNJs{=s<;tIU0Q#9qy)Mw; zY+9T1-UNz>I2)Ol%PV{Ex3DC{#&uuj{Yz+7VjYi(dw+4ZIOm8o&xva4S7~ zhnR-2yDJHF;+}~wZz@&0FBm=GU^p$!(=MO|(L_EX)mz~ol(xOu;MdB2=$9^O24(S! z)!JKJ#{GzEo(_XROjZSh;(vV^I^Wu>iz5C3XmS|UQ=>rqrwu>GUahO$BB>TWJJQ|V z@B{Sb@^~apnE^gw+Y3ao_ntMJ&~I2Vym9~nl>gwIADEnbrySp8el-@|GxK#Wvrg$j z+^bHvh))?@_7uP!j@?;;a^}zu0OHF zv;!JXLubmwK=|O$v(NNm?r+dHGNehe7wyqnza`Ga% zBAYd-qkv60BbFM2R?N?&mlJk}n8U;YLP={n1`AwzVUz>Jdkxaw$KH;se+9qzM{UIg z%Kj^liN){r^z`6-7I^tW!@~zUpkNma70LY>n}4&mucO6oq~5C@qo=0UtTs$*cqJBX zHB{`=WkyUn9YNt1_TXZS)ZWjJni`6VU#d@FsKYPs*$Q)XdOv%QgsLKuhJj&X$BCeD zvhp$w?33IB1%UP(+%z;|or7zf8@HZ0+{R%zjR@!PEF$hD8W+#~xkzGWGbZNJd8v$> z%Wk460L&F7D`lKRjW6^J35s|gzQsZy9?LBrm{s3Dd=bDfbJu+U8Bxz?TV9Ku<>9)9 zC3U00C>AC6#<9myo?;KD`Lv4)_V@Scgq_#QAgJ*Z+RmFCm)=v!^AdOjdn2%sf3;Cr z=p4~eJ}JcbN;@|486Kc~UVydnJ5#Sx5KYDqE1cX7Go^qEh~5qGV254feTkh1Rfkr+ zr)ZpM2XoJCL2>p1ZOjury+Thv=q{CO@|{vXPrama@%2oZNb2>;g3AdM%2;C^Q6Q{% zkD%zHAc~8KnB1ihB4PSwvZs|;fTqF764UVEch0i>2m8zuGw>?GN9Y{{PpG@Q5f$sD zJ$=j6S`n~a&TfItSmpdv>@J-?&~M>LuBm4o*C2$B;j#u#s9)*qsQ~B}N|rYGS$8xYYi(+`V^>qw zow70bh`U0a=*V6`&upRfWe?RrteSK_9KE7kWT#%Xec<0|HD3!Qk+&oMU;kat3JFV95I6;mNTmH5MEKt>Yd8^6jRG(UF+ab>mS+SK~oK@~Ff_ z#Dp2p2hi2(*Ktj8f-cjFM72<7)Nds2;70=f%j3HW8cphtb4veBg~8 z@#AA`ip?@iL!Ne$ob6Mjc}Ia~WQwXyd7!7^cwuy);Abqo6I9jKgIwM+Wsk_AEA#2x zg%BDZ4b}7?sP7SSH8tZepRlsC<22LD%OY9b8LI?Mh}SffxW=r))PC>>e!n3YlDcgV zCmagd&z{>(2T21@a-s-Aj9?F&okeh+iC1Z#R-l-kWmLn`rwn}_bg~;!0m*D)EkA!* zB_(L|B9;a&kdmzix@}-Em}h8OOL06yo+QE{rla8ky06!2pgLnf+*8%4)3ybt)Di}2 z_eAzGfhUhOcc{y(q;Fi339YE`!f~ik(cbn z-T17$9@EjQ7aO>vp}v2vbKL3w5#t0B7(Pv)yF%Z%AMSFBU%eqW=rd7TI}4KK0doic zv}Hf0rB1NMqwM&``xUOUu(V!T+uk*5t7Tgq`}i4U#+HPN$Ck6d&%tZqx8v#JSm=R= zd-{ZXL-gSHDuZ&T#62nV*cxqqr#Z>bxA3 zI2znfUo%C=42Yh#orGQejiibnULE4;H=73`7?2TA@Zm#@k*7Q8Lq>xfVcRGy?A-FF z64$4&9({(LE^7Vs>2Zjoy*&-eM%wBfSMGc4?``L=dGFu<(2%%(l62gZR7TfxXV}Dj z8JHTnOGl&3m@-s5RoNqB6siZuz;8`E*Xweko^49kvV0mCwQ)zGAteJM-1JkU(@yRE z^a%t+y~sBAz@zzO?L@O!-oj(r5IYCYZ~z~nC6)=xYNu@6eXQb)X-Hg&ebZK?bEYM* zAL!Bsj>9RvmluXo=$~uEhF$bHxuTKrCg(j<4Lf4FrMi#qQ&*(RwFLJ3%uIjE@R8+v zRG5LGp`2e!h1PVhSNcz1;SH@GW>w3M(4TQ*fz&?3F{T`hthEzx=lf2S>YT&*i9*Ip z*uBxgf}aiZ7BHU8$>9m}-*vfF`7?6)fe992uZ1#l4}3We(#j(%{u4%N$gRX~Mq|)+ zx`+>*FYYUq!Op+9=uE+PFT9Zvg-==>V9wDm+jY9p9iQ|5{R1T>Xqf&I&?ERF`43?p zE-o>whw9M;tQpi%j3qnaZ0e_R2#pS3-&5C~7^>;~I}rB?@AAg~&$;t>G$_@LAzcIZ zin3zG`}e<7O@hP&R9Sz;UI`cs;uQ$7iM64vH?g91>;;+^ZfV-V4zSn$8m)pfyoAf(89F^2^mH}06g6YUsQza*U@)7jw!FKy5B0^%Ka)yK4QNps^&;p8uoL11_AcxeSK8=0= zYNE?S7{Z>8Jz9U25=0UZN@$#1Pw+y{h^ z#u2@4ku%^MAl);mn2rIt>6Rr5KQA=S4SHBFX`S)*5yM?12Vul(;36+*gwM_zm!DU{ z0*rb>@}xaItuhxGcft_Te1#J57ijKic>-r2XgX+7R6AG^fNzSxTC@0Ek|1iQkk$4T z=;?xB1>5wY!n}!&ZXUbBgRf!S=MJ_OjLeInM5{{?;Zo-f&B@K>6ul!Pq-CikjlHRw z+;MB76h$Pgv6b|=q5+^wh-GYYawn@z%{n2;%iCFLX$Al=6BXhoPC%n)tD-K==ac3gHb(IBkbj%Sy?p_zaxbX;tOf%fT zOZ9#xq2b#-HI8pesB^oe`;JjRKB@m~V-89Y1G7N@WP6D~K@XO?xZFc`T-`s03<1mR zS`$3=<5=wrDHRzBsQFJUhuiW{iIq0TW+?nw0nF6@(yJ3jbYD)#a(r}Kv*64*q8_ec=EBwElF5D9VdX_xRG7RG8|tPGVR(FubAlr&en3DK+5plVs}<`zaG|A_{YZX6NRxC!K!2&qV(5?z~12s3@ua zTQZw0JV{zwn!v;ZWKJMS$vK4k6rRD#HB&59w`R*5DzB0K+Zc%TWvY03O+CFj*f|Tk zph&Z%GC8hRhr7p!k^Lnz z64jL*q<|@H>rzeA03w-VWgtI}Q>iKF!xn5iDNPU)7M>w|aQfrj%cdGP{KK5y1>K4Q zAU|f;{gU@n7_~GX7-VK%cO%XgD`nNCM1@H53OpP@ke@;3$a*ja^+wwFeCF#zEC#U* zZb1uiPA2{&wj0rR&a3*uM*Wa?OYnp%=kV}wqKa=P>y$a(RnS%kOUEa~_IRE`+9}am zQsegNY96=~WRJ1uuH`_)Ud8hVKGL)w3@>}msOsJooJ>50vp+Gx;~NvKrmTO{eBvBO zZghYaMJMPHR&6M809BI2JgObfEMl%ls`mvbB%-#kz#Q#*(0kj8O{9`bmWvuDN@?yFh^qhtI=*)r7x!i2|H3 z3Oln*BtpYa>NVQ2-Gn%t=bki$*2x4o`v$OK?P@rvvQYYAqSMVZ+}%aIjP=7-?`(%B zj(mq^eNsUL^F>a6{-?M%zmbchH`Vm@yO0}V?F_ckV1v7{A^$q7eBTl<#UbGKeC>!z zyFYDxncvH4h*fnql?6h4*X;q!t`hN5dLIAr7<^Fm+Bb z3lBp+J>{n0S5S?NW$D>SZ{wMMARco)6THLv2>$tsI{|eAUDPl{N@4p=`Ben@6c80fZuIR(|p8`vuVMHD8!@U7sp#TFNh~ zn~nj|g&7xn+t=qroynpWx|`6+DOXlheAM^j38Q$l$S^j9+&4_8z{5W4W!%irn1d{R7@ENdZG_uMnASkY9X^Y=iu~P7 z(d-32P{kO!aASrrh!*0T>5hE1MtJ`kY*2OHMV}eo|Bk%{qOeMYRTdWE@RQxPH8gW1 z9}_tt)9m-mKHK0w?*up=!bvQvYg01}u$L2h`}>WT<#uZc_Dm0Zwj@krS^Wq}DBgp| zqm}1QAWOq-2e^#?RCv#S!DIMaEG#{JQBc`)ii@E_Z~c;1Z~*+Ygm z3&^fYrC6Aq<@-wSU84qxi}B0uEGIAX}|UkZEs z_9|yG*n~6l^#m6REHjusUOpo|Ql#4IgEkYE0#=?zt?g~Nll<7npqb3$7Rn8#h>V!T^09g*e&slhd3h~96)7fXlSHBLcOGELB|{MDnrde z{<_?Qf%R+srnPTM7Q^Dq*L%t3>3Ym_je;ceZ>vknT3;YPNnVrY?aMg+RYcIn9b5fd z@L(A$$apq+;_M7^Y3#*&59BI#yzHA6pxu+`(UqWx!oYTo!wYHnsG1O}zqyj>XZ}V` zn*I|xsr5H<^8bZTCE}xa{vGi+j!)|#JtgUvsih?lUzId}&ycvDw+||0fbV#b2c)Q8 zv4g}2IG`%{nQJZjH7@IU zOA5?zb1gR>q>d`E4v5|1yZ!Blv?!m)LLcxs@*hhSTlmyH4bXoNHYNjbabjS1-P zwY>5(+>qcr(EwuW=mUGI#k&;+dZAOtPj%I%>EhlGbwUV@`>WK}5El3B;ZVL%fSyaK zk@>$GVb7eEgCh8&_#!+;Amif*ddh+=-$2Gm;ghI_yqX%F>tZcLh7gZ*gVpxW{H3xz zqj2EN6{aC!zm?b|0#px7hVF_o{wy5lDaiX2nMvgZoDX;H-g|Sn<4d4K`rB_fZr>(T zltKzILro{dDP3{@R6dLZpiC6f9Zuw={seHV^56j-r=h>bP$AN#rT4^Hl4~&u38A0t zfolW687yi}F?eRjRvo*RtXT>L>o#tkEIGQ+4~CF@;QmUYfSr^|rRR}biT{q`*SQq0 zyRw(4sLZRF2&$9A_;L4@m18o<%4EyMKx1f+mcgNgd^tj|n$ba6&d`u%iuiI=-B*YX zYFUPgE;~LuU&7Q9MG?E{6WsP_O&47)B(#zl4#VPiyN@s5@nqH8_ekug2X<~}m6tIA zSVisp+}s|S+i?nlTb)N|D9+-{H=jq`xT5=`vxp|-+%N4CrDP~xfr6zCR>{2y#b^Kc zJ_OJpWI=kBCmPpXyPo=Yr;+Zq;SZW*J|#qBzX6ejO0oW0Ydafiaz|E=tW|%xxzSU}b}o)t7_6 zb*lG6xey=f8=~jt3${w6Jmn2iwkuR)1X#QMFXp- z=%%NaoC%$YX(~In1pY)`qR4{T=||3_zi=kEtVn1(usP@55LL3sPKduTYB%vx`jnMD^>cB^7g@adX-xzzBZsK` zhS(AkvK|lMhJoMfdTE*@!jMpnO4*6%9FLTxp^=f_gC2PH8|TM2-rU!$_pFUE)r&#J z)^#yllyVr0%Q@Xw09sp7?BQp`rEi+r+DmDb^h#}2zvlfv>bFZ*Ga8f`noRn(jJrMx z5j;zy^@a2`_b*UGyEof7(v%<}-`SRTpm(DD#*)`=2b2-sDst#IGG5DW?q zpCvHgj9?ubBt4}JXR!rzqb3(iFDqkb9g@keT)EX;1t@Hv2V5`LtdXMe5tuXGkL1-4 z@+|I)OxIl&-kfYCSYQAMI5OOuIR9(2i?R|(__(~^#5(4&DwY!bT+^F(eSKW0Uu!dD zRmI+)DexvLxY15;l2*YD9Pt-fuTPT2-y!u`xK_Z+rg48oqq zes*zL_$Ybcrx#1d4^J0%Aj%Ti$ds|m1a5V4ls{27XwQD{DtBCXJkcJx_UV(H;Dw?b zGr#*^dtcDqdw#oJ>K?Awl@9cpA86BmJ$+{q5#gW6e>+8lmRRA+XA~Q02!fh4$Ah#3 zeAMG9DnumduOjfGrf=sr?;_@Xg$1l!bPsObO5zW$Xp73i{%{&16CDR+t=PgA6CFL1 zP1?vqWYBq@hAUn&=;KPt!Tfws%4tM`OY=tJMB0wgqb`Wipr z;{Y7;GV?v)5TmJkg=}n5WN$Tl$z9{E>v6jjL6x75tUc-LOh9$7C<$58{C#P~=?8d& z=BAAr0=<)ZnIq3Qp4(^)ZXMJUw-%rQUkT7es%=bi;I_tWVGi#5LIywksv02v>N25eur3%}_tv*%ZcVaM)Hw-1h61QbPd*agA$8r^a zH-Z}TGS<8H+F21(4QXk=7!>uZ!6F}K+V5wvs`dRY-L5a3g&TSDSAKkA1YBS0pMRMA z!zTihbwK}-cuw(YGyVtHJvd7v3o(f?YQu9OU)HWqE;l|CFdc+~=LUoz>6v;5G@4mj zhN*jyLSRl(;=Y7wLt%abc^)*fYhBh)>0XQ9oZ&8ap@(eCy9kdV+P&DVIA_a-co2qHM8g6 z%D|L?p9p*Y(xpq2k~58pzraLaX)f$$*Y|Sd(CbugTndC)AUhfRzWG^&1&(K^(8z7Z zbQ&uuwNL!n;a7x27SkZTXX-Pl$e$V|oig{r2Ig6>0-331GzON>c9i_X(?`C!AMc&H zKJ<;&27^L6q5e#a+Dd1LHmS1 z??poLGE8{E>d0R8lO%R>xZCyTg!m$TrCDnp(&ZPrdPe~c=J}!H|Eh~ELa59tjYvPBUIY1$0qUM}5jNn-&CO+nlIMj!*)(C?`%2LUf(E-r zg8u$~TaoyG3)s%2G`$Jo^wq?F6Ks0^37q-xH%^m+{coJ64AH;+Q=&3h$fbns1(TQv z?ThRDJ7CR(SS!dtJQN1$FZhF0Fg#`;;f6evm3cQYh^_<+Ctmyo9C1><8-&!qh1}Z( z*e6KQcyUx`r^;yA2^`{EP^P%DwRs?=gp2Zn z{Df-;J^{i6u|XsT^YUGHfBzO9;mc{Vw~v&p*+Zp(7afCT@1hNvH7i^*G;aztUU+L@LTl~LcMDrmm%7-+M%~n#*(^7<0ZPYGQeC=4 z3<^V@7hvUFPZsE(0`a={Fi0nw-b3mopdkKsx0!H$0GJ36)}y?3n;8)3hvTnqvoU{@ zJwgAl;b&^i-p>T!9*e3mnYAva$SL|z(jDLm*?$qGH3H8x_AMHNGU!Q{HQa-1bA!$Y z932B%*zF(&&z$E&!z(X<+C9}8|62PPg1VLa?159npy*H4KYIG~9XclyUHens3uKp! z&*;{CLnJHf=s0utC@`paiq~RqvYW?w{CMQc3xaj7kgH=oHxnj^J-@)C>MPP0-;`ur z^BUk~8DH-%6`>V|=g^0WFYGwFO~u0MvGkc-M9A+Yo@OF!~4NYd{#C*O<)EOljzN2%VMb04>f+6==z-X5FqX zI7tLR)Y~u~e7E<(xkYuEkR}5WMTJ{WWQbsmMc}pATsR(GY1wc|&rGL@>WSK=BSqZ3mrFF`Q6iS8N%P}`J$f-A(#H~ zBQSnxgYax`i=%kt zyx_DdR{KE6$vGS?Ht_3WNaN?@!=Qs{TZuVdXEM4RzV|sh;R)JK!9|ci#Uet|#P;Vi zAl_#DI?){KHh71qP5tgIH62v!DSa`Nyq;3oxZWylIN%a|lGzEe| znWnvB_ZMIdNbKW+bjcVB1vxA^)Az0u`nQlw?^3D|?XQCV{&+mD{snTazJ({(BO4vs zFDwm#T(yMf;1G82s7k}u3vp#x=y(yAHHo^@=RrJh&XS0TNVhZMw{kRt(li)aZwy2f zD+H0Pbf(qS>6PM-`V&p7?bP?&Llx6UPBvC_VR+l;Qg{rz05)&!HH#j4!G81j!;w;c z81dMyB=~{&ZbcK#tI$H&N`?iIN6%jR@&32^8~=c4yXt>H zwEo4tpO?ul)`>DPoebJq`qq`4HIp+s&sdN<0z~8$?$cX)XTC`mWBd+w;3;qN(tv)_+H<)5!tN)y)xGXU zyxmwvB2S-=t04-=yG5aulDrlmQE4TFV@Bue@kfG2h0YnqZ%U`1>0)OqFmfU#ymaT* zt+TZn^D$uz`%Oq`8Jzw3bS>R3B7U0T#q-cZuEty?--2{coX$})AkVw)K9#q>^sXXt zf7b4sEbSd~Ka%#mcj4y<`_kZ<_T(OgGbM;$v_N9)v`|9s4*}$DS)~YMU$KZ^oq^C3U>dRDA8X6j3Rb5L45Tz(VeYgY#9BhG6R|VWvSahko*xQdvApF@dP%N)? z8Kztm9+&;Sj5gZxp`oE?gkF2?`m-XDNnvUE9^`=nmbENPSTdwGz~nDe)lEtj%Fy1m z23*>1?y|N5$m4N0n3XylZx^(L!8F7DVI-GIgd~ZHE02C|swVKUKSs&URtHl&#zIH! zHlcR8<-%xQWZPsFs!E*7`a#Dsk(J}y`Bksuj|tx&W0f7Ldmt3o=EdDtZ{DqqzgU$m zw#E}1TEUUnItlMgH;A%}zPYIKp!%X5q#M6w*RK;Pz`%ucGqSdq_9Ej1fwit3)V#0(+53lASET*o%Vs+V2B4?f+C;9cY{TMp&|>;-_r_+)bQ=^9 zmv4D{e)Lca@P-Swml!+;mwEDe9heAzws=EGF{0F|4?r@Uh46R=BjZh+iaZs= zcCLv1@t+f?Bvc1JbaZw)BcGVZrZ0Ubt9g6i!{(xV&gHsZ1>}EsRT*ZZ(@aW%oNz!= zg44LvdSHBL=<3FOKeJeOt&PbMyCsCzRibyL9LCZG=2bA}H0Kt6C*vPdBw8Nl+a>Ap z=Iz^gdu`9&H+Frcz>AGGiroEIlBi zqH4MNRN!5>xv`a%l}m`1W~Qc3D^&Jx~I$oA4qGq z0MQ`%`T2O0?b&uffK3INnX~XQQZzd|JK!o2P@#ZACJASI7KHT{=H_}eE>k5to}hlg zAD&EP#|L=mYg?Ob;gh&K`Je4UasT24o}0LT|Gt)%76{aZ^{@73d9yWe2e36b{C0-2 zq!d~qY-~iH9m74_5|ah)cQrwhFf>C50r&S(9{}CmtsqFM z=jXpE;5I?_B;*LpH7q|MTUh^t=_3e90zeJD<@d49AW(tBZNsNKp2{AJLq2pL997i% z7cZ~xt{d?R1DHi`?_`MAAN&&Ll@`d|_}2a!!&JCs%cK;Gh-^-BI!z+k@jc^u5>i7| zju)KsObhGRs05|8W97X&;urDUqtG3U9Ua) zC=Cy%<6lj-Gs{6=G>X|b3*sO44-MkNh-W;=u%J)EpfPvTrlI5WV-B3lW|&+dpfRd) z>j%HK{P|>FV?Eu`>D0n3D3QH&$mg-Tx?PPCcjE+US;`aUR)^_ zRkIFx9MM}5DGhF15iXD1Po#a@0^z12GkxsQZGXXYrLY8NG%Cq}r#?msq_PMkg*ou& zTAue$XNtdph`BcE`$|gd4j@Sp^KyhdA%{NV+H0KAcH)lVvv65iX3o%&Qv7T-*3ZyN z;vVwJbcdhnu|Ri2!rxnIJBVP+5QV9`Jo_?IVI5C=U+?Vdsxbc2j3>UEr|xS1fP+6h z{xBhwfV!7I(hMvQKL0&#bO<#1m<1rM;v(^T!_ov`J@$L5VSL|U=lkJ zZ8wNd(}cg zm$s{&v3Rps2iDGOYwQ;U0=y?Zzt8EOo`nYnZL*)n_D`zA!opq^-rAC#!_Y$#KZTQV zmn4>KW(1r1Ft}db{YOIFnU<(nwj{`0I6It8cH^pJB z<52fMzoYr;CI_a{Wu5u(v4sU*3&&Cd0H|~1`j!MHA)zNS;=ri$qb=ddHdv{IA#cfH z{S;4@-<>^Z27xfvLNc~YeMd&NblGkY$blddnrvU1hsBqI)nU1~%Q=Xha$2;y&d>kN zGjL}KhJoxTAQeC!_5`EOTN5y{5LIg~v60Rc>w4v`B!k4a&8B?$N_$T-x}|%o@I)Z?p#z|HKyt{B23QgBP}>Ti_B+Y_L#!rH z)T8PIPlZgo8EH?IL|ify)6W9PRB4r+)fw|LeZ@#oY$BizU(^5mVyaygdMtJFcW=3vih zJXP1B>|#c9VCAR3w6yGx+1Vi_5yyG58XU9{R**su&e-WEcyUBh@};Kj5R4STf=z`- z)=*HB6WF|X7xDC!=Ld6Z>vCgQn)iI&7cVFjYn)f5=A=> zmmc)daO%sFE#@^|%M? zSF7dr;sB{hU)wKma-oF`KQKuLo{r`=$w7|2j)1ck2N9g-u69NjUUb{oIL&@=c^-Y{ z7eCI~^i8StCC%y|&?<=8@)j1{;$b`~w2H@V0gaL2xsaCjWD*kCt?{5*;nL5|)eBb} z?}LL!Q&@1@r`uciH%*Hypg24O{Sx8e>HdjIby}LtI^)kt)!Um6_(S##)7}bwnF1UQ zK^YO0i+aC*rNJyw$HGxCmVEIb@-_PWYQe;C%VAeuG5yMz%{@4u+mqn#sf$ma-yS$3 z1V=w>g4xn%Ya-J3j}LnBvKX&WF+M4gbt#4AZlW+M$3k6&tyc@D?w(X7nFJw!;ftI(mep9U&BS6c3=D6bUOf!8bzL|RQ7UnN{zKi#d!Za8D zh69dS893&S`b#H(WOlsheC|P8DDUr1Sz8mNba=GQSoOe2@}26Z1`2eMR=NKI4|q1& zflLoFFA$@v$(cmHguKqnnwxv+Q<^_h^3hXOXN5x?@lUva`NFBNiHV6oMg;?YHZudYU!CpLsppeSnYa8p%@q~T>-cOs zmN{=M4|AW^cqs8F((vD+=lH)Ts&!+J3359YLr5;5tc@KU?NJ6+f8Vq*G$*;hEg;Bv zkMZxDA|f2>uC^!+O;tm4l#wHcnvBKKuJQIas` zqM3d8=@){5q|S%iR~R^@t<0)R*jree+^Km8Ult1~-f7AT+*w_Ic9rsW6RXt9ouGhc zadGOiWO>4gd&}10lE;rf%j-EIHJ&uj9$i$vBc-|8NJDc})--nxC99}SRW`nJpmv3k zRA>LN1etR?-GAEw%Xs#)Q<(*Cw7g=zcA+U*^+Au0V7|(at z&lM>n>+iNcSkc1yZ~B?uj}Liy@A=mH_o%H+%P&VB;xU)Yc&UfhSM!s925{u^7~gnW zc6ofb`8f2!py0sn#OvM1G=WiRr=I+FF56_O7>s?lvJtiA*DdRYy+5_-xvb)`{8;B& z4vCx7Qwyb+LwVe!rUr!EIVA!NpBB~JtCT#lJOhb2WIoTJM)~Pn|B#(i(q#`feRnJF z_0){S!i8Up6*?vf>i#*E^M3c4ZgICPt&r%es4VMcY#S#{TvEA&XuLysy<5EY%pZ4p z8jTyI3|)%TBku%WO^qmWEz3WeHh5k|JkRpjf6dnJp+b7M!cK;Q;CT%j;YV8^<;tmJ zqHo_eSAAaUEF17BEX(+;pwd^x*-IW@F<-@eTe0kqdljOu8TKpK$Hqh}+@aXb4Xsd? zyso--$4Hh7J`{ZU{2}8Sq9E=ocQ!k#3E6Fm1IYs9vv_m40BnNn%R=cJa*-NT1r$rcdo8jaDBe< zg@AAT{t%UvW2W#+wJBCj;q$`EY}0OL7L&xksM@~N-%}NlD`<23%|-R)hr(3xdon}W z!8$U#2xhp@MULP6(vO;doZrc4bKS4}pzt~^v{!dShwC|o|IlmZWIxHy+s7V-6`D%l zqEW41h>U#4CZlOA^It+s<(sXfg0I+coim}~3Y=(rL#4-8M8l)-=Kp>&|Lg6h@;#z> z;^&P2=gZ;WCF$R^9Ln1pxN`F!t9R-TkP zaq{%y*-W)?UJ{K=%CsMZnO@FS;fB}mAB_q>?&zp^^ZQckMl0qVcC?G;YhG(G<-EmN zq0@hEu9XI`XPxS!tUn;Dk00}+m@xZmz^b1k6&R=`_#Zqy&i{Thdx+n=9vax=cOtI8 zyUk;igN>8D5y}DfJ6RV;c{NAacHnJ!HC{&Ezps#2L6yPnY`VKk0w|Q`BXI z3w(ewHZzd2artM+3G&@zI^+JEiq@SW8S3?1MlYL50!Mvnj7QU^vs0sQ_9z~b+m`R9B8$MpHX7{>QF z|9;(n?dv!#q|JyNnJ53`aj^vbeZm2Ao4Z8cBxr9*`cWxZT#=n3JZVKo^-Qs_rE;x) zwPP(tCL|Ui=-Os3s`IPE-Qic@7(dpLN5T5B^UjF&&gy#PGhZU6%*V`zC6pc48qr5H z8TESDFYAwfHwU1a_tqngo9#<%ADezGc3a!uo&P;^eTUQ;HKw{en|UxYqTd-WAc``X zYhiuN`5K|db=*`wNe?;XLr>EY=Y{6=JpaduqGOPbhCR*UI7Y=!X+y{0}1g?C(> z&mYvrDSsYiYrlIo=Z^i^sGptJ+#Jt~@VH|1gS6 zq3P9D@odztbc?lLVShc>h(#G@RzqwzD}WNL`o=QbZMx;Gy`>!0kBkUd*` z^)69|HJccXQzzSl>vB%Jk>hL8GZe+j*;)C*WXIVR9}J2710%EpofMk??$ z$$n0cNZb_}$nu(Ry&XZG`qGX3zW%}+&ND5UZa-3rB|lpu$0Yjr%`l^*J1>^=UhqBW zTiA8@y|G?5aTG%=AAN)F!L6~-qHnBGyvjvyKjuA=E)#OLLWo(}RI1XQ_`15H zd}>lpL{r1dx8;thlOf(-7dGP06L)wTr@iv4Si2@9#I3A(Mp z1_rmm-CYNFcXx-u-Q5NmV35Jx-L3J)VQ_bMcXyZNd;9*k8ym5)QWYJQRh5+;C$r+# z$#XOFBGii%cjJe;${hb7dlWIdkrO(RqZaNlre6h`URegAWrwm$yl!bIA8)z#bwg$}sw z3quDq0@Wuqh84}fXzKB}3hEs#nWZ=>4H007eaC-s9yTW~;!rze$hrUy_0WcMVhvh; z_ABcSBQ^kup@p?JDi&(xq@TYzH5VVRv$#eMw!W9%xlD7okkmBeL$gDrS(0Y3w6uXCkiP}T?h)~p zepAZ?%NgmI0;A306yHu|Zim~3%5P{j0rjR1mLWPzTvJU%zh33x;qa@~TW4(_Ownxc-R|wOjtJ6R9Yk9e|&XSAM$yqDGKie46eQCd-`M7s) zVWDCVtw=i285F1zRsccg^e$ehi#9uUC zC8Z#Z$!XiSFnMW}-#%0siPyyZ^9`0p{ucT7QA6g`UHSko`JENdBqqnJ-TAKp;Acgr zw(2R_gH`-m=l^T@;lF8!n5f!+ ziwpl}J>rYZ{Eyne&Be{e{C}1kK9@eX0N-UKq$L1gU|@i?uO0BY4Tu)^v@!<(Kj0fP0cN>J-vPX z1A{}uBQvve^9zeh%PZSEyLZEJFNdf_J6^J@`Vfh z+c$`B(Eq^&2JZ3ogFyKPNx}?;Dy$4`xo4NJzVa)n{+JPn6Q&bCc) z{U2!mh3x+wu)zOc$o>b||AA`-fB*sZ)p!sn071YF(60};lm<^vpAoRyC6LsTr%y4S z2_=G1$~>qXKEach&Z%vrPVV$Csj8O!5`Ns2JpkPI)h`V&yzV)jexB&ynF zmXEWPF|VXtdK3&4a6uO{cV-|rM;VsiPAb~q0a04=r1IA5k2~OkpX&zv1Yj)39{b^i zfH6lGw-h$8bB9%d6HH$in9MY6wM&pWcHcvlJ>wLP;0u( zzXh$S1=-L5_N88nYjRuS86iwPzAgO0!V4ot$x*N>ri?_i*nUqsepN^nFY4l^m8Ra@ z*7q$HWe43YJSIcYq>%Xw=FD_dFf3AC=>#5Z%&G)$x63b!{66mnyx^{|Gqf;RB&_(EsMe|=;E8vtN|MhmAcJk5#3vRwO(3`%LDe=|~(d%u-jElWtq<9l^sV=jktg5EOao z4hMVD^LVFA+mv3|jPB5x+BF^#z2~o~OSZTD6J*_H?WvaO3SsW)MyMmYw5u4{x%mbd zM$r1WhWtlsM^RI?+~Qyra0~8_TQhsSPzOVmMH(9!OqJ=qfX+Fzi?&{WSjvd5YVT%1 zxYtkSTxZi;a#k_m^9=!N6iI|Q%LKKY=VL0uWy^=bQ1 zM{RD_zjJnRnBR52uXUrQW``MTd2U!ht+h-tG9F<3Oo~<2){zs}q2tz!QR8{=Qx792ew4VUIoz~ooXs-$Y-!1{ob~!;G z{z2jeU!e6+3pce1-(%_f(_m@wcSSH=^x3!pn3rio`cD9|OmrbMb4-z>5FCwFLj#Ns ztF){TyoBeMy=E#ZEGi@}D$Eavkl|5L7D6f-=ZKuaewz&_RtXY99>*!3nZZ7rIY>)q z{jam>bbz1bI44_LF0@6u+^pp|fR{3I)a$x#Xqh=#JKX;~`Y4N*PN|VE_GkBzN6Y*72z$t(Cpd7o2@rBAOI_f6?C#pkeT!0Ri zglsfR%ln+P(d23(J5<2*{LHlS674uy$04Np9_FAqTGq2E4>i-GiQptrD>IJtc?~*F zn&4V2$mQW!-#_28_27p6mP*6Xv6pD3HRGoq*JxDV{X<>}0XCIylv}hbnbF8$tS@bM zAa^W%9L=EIJ%$RR4npKWFJT}MbY4H)B3tDRPTj24zu-#I7ARFxC%dXV^f#KE=mO+a z>&YqwH=|3j-bWn&p_VKA{mzsu^Ot5tvI5H%Zjo1kRa2dBUO@PkGga8R(f$3K_1p>; zEuWtQ^w+SE(E{5!yMQi|z}6fI=)7_)9*+8wP6viO&^J@BS*oXl4)4pJDTOHJIb535 zPe66B46C<2U~86b5^8<*C;g+ratfXzwZxyGJGQj8 z!Iw1u%aH2g{FqU_??F?FLJgk&#LT(c6#tmCsYt6f_bse+ zmfk-k-~#W!DdHv}czED0PhlCxlOVSnCh6I86-Z(b*gaG<^^*Ks>6+$4!n$Nt)6EBI zx)F5H#TU7lS()=gSihoF$IGKNJ9*Pt%`Vd)9*J&fcWCQ@i`})cp0fCn0hW2F1e*N5 zd@Itt5DJ*jsDQuAZiJ7L>4zb&_&hEb>3xuwpTJOnkeR8rS|c$%2vk8{1uvGCU|N1V z<%p02HKPodu?BRXs{aX-;67X^l<3(~(`rjk7Y8;hvht1er$P~Xz#&`TWx=#e+2M+* zng3kX%pD&0a*wZeD$`wM=oK;Z4VbTykf2*4iPT*g#FR!M{yA9Ib*fY1YC>Ud=9#o> zhq=?=CEz39j5Y%syHP{U<(zA>ODHgxGwe_1eb3I<|09T{pcD=X?; z$fDwzDe#$DtGN&^<^R~bue&6{j8@de;0Iq8OB}#}Q&@N@1fNdBDrNb-rEr|m3K5_a zIDMd3jdNcyS+L#Jb9b8Vp3Q7p`0D^fZd`4@jBO4$?2xtJCyz|Mvz(3?zctB(b7}%H z?;Bmlw9T|a|1}_vNxZT~D_O0xTMjt0azRc!^c#lq_aa2{+zF{^oK*T3<%IW+%V?qM4+w zV|!o5+l~AEv=eeM0XM3CMQ$*GjgI&e(3yg$Qu3RRy_}gxzm`a_7jX&tyz)P?fD7ta;Dvg`c>{}KjX12jc zYukgK?4^}0lAZmwn035CF<)uGe1atd*n(XGdszS;M!7NQN;cR3Yqr`oYJu1eZ$1(p z@U_O*olY!H9<0@|*2vZ~8Jmz0KG%V-Se5Ley29A%M8D>1Rs955Y(T|NSU`M>>{I;q zPS-Hcz-UD1o3u8~l1+$%tXLvK2dlF0&Jp>XG^rf^I*Ah{ZJxT}Z=+tu43%iD#gVpl7KL-HqOG#kuTvpwR7_A+?3kd z(ibIA$qRJ4+7Thi+e>?V6H*4b$0}7pHe?ru(u2;{d*0-5OqIJIkTPQ)LJl9{DD#+CMZ8v2NC=)6AfKuiHe7QF(qppxDD*)1^I_benqusw z+`#YyY*#(;6VL(fAIv*6Cn+zE{JJpu!9LD?&Eoq`x)tyV`10W}gMj8sez#KdYG4y; z(&`hh&{S!&&pIhKqoN=8wV!~UvTiqGf%gReRSu$s@~^17>IMDO?X)__D0@1xEjpq_7XU z`!x{P)B=KK#VK{9Ii%ugxK*$XA2E*8t0Nnl8;mjCY|6F=6Qf2@d9&yDe+|lm{3f_c z%q_wx4WT!5NI`R|-gvDDon{eODZj9&i0A!Lt>O%HDr(`$y?Rafywx+LR;|m+g9$jI zAq8%JxioTV|NMZuH3z@$LY{~&dVI!Y8jdZ4;GWG6~G`$VYg695;9 z%NScZ;lqK%x)6FoSEPuf9n_Mp@g`KkeDq>}-HH&fRC|!ZLqx~*!os8JL6}q$3d2AG zT{<)_b+xSPQ)Xp9i?Ymx-jRM2MdOnyMrlxDWb zMA|!k&|h(66+d~5&&Df)bfPBdIOIm(v8!%cMes%r!wy2s`@^NXbVim9tQ0`ShtsJt73QbQgJZGHSW;%z^4?)XFQi6Si$^JB z+3zbVIMSYvcOH{%MI}J(S%kAu^L0?J-IIT3JxyPT9;aF`jNb2KMy=!K@7g6&)#fbA zUy2wS8oA3|tvMuq)wJ>5KK(&bQrj+JD0!jyufyp5Z$XObwe2AU6?@ibZJ5cqoTaGi zn@w)=1mBru7ujq$kRjYn#4k~g-pM=H#!eX@Evul&;KzXu6v3oUkbVSbFG0cS1tQOg zkR6yQ7eAm%XXV6wx>bWt&yx^u=``aIIfd=Pt<%B7@cqlX(RWgR%9rIGlc{X= z&OeSeoA$0m$ohKpaqQ(|YZaozl5cY{`|=4rt$C5FYoZUY9H#^u%l`V>8r>kg@PR=ys!_8+*UpTy`_+QwN@;kjw8H(^;L@W{3iZ87z4tP z16gJKMQ6zHEQzkMcBG9eDmvI)%@;~YBWs3-bDAZdKa|s7d(RP`#w(sJo#vggZ6?ov zlpP79O-gY=AxWW%x5xSk1^tk~vIbBj?O@bk1+RyRvUY`5x%Aq^;@P&y%xYzbN4L6= zBL7KJN74J5zeQ^!qW!whZRD@$`&I|6iP&1&xJ*BGP=Tkh?4!-PzP4eL(`$v+1VPGt zj6;!e@eG@j+_qu(WY5bUbC=&#Jx^gB*FO3K#<9~%*yeA~D$PNCf|*JbirJ4T#v(!^ z)X`=mZjQuUI8ZHu;{yG8KIjim%vY)qwlNP%$oU8i@8xHI!VTzOW@|$29!ntk(+ie1=GyeU{anu= z9&&(qibZUg1W{a^{>MTg4Zr3pO3nC%ajNk89ywMdKnU(bWDJXP``bnUlLPU*Km z6&TPb0DBnS+SKk978*}ov-(Sxmh0+lhA;>}$D`r%(|u(+e$k}a#STn0_!dBB_|S{6 zdyBF96e`K{Yj{5?!31$_uatleqHpL29|c=3;<`y1^p|jb);Q&| zU4EhCOU~%U%53=PxrS{L`!NQRmu$G4zLE(|)SYcagG@c+oK1mMU|}(U=EfQi*wx^?D1nX88Wcj?{pROm1MJ*3s?wYBixUbvWejm95WZT_}9Aq4=nLS+Yxqv~`E@m8MDhE(>} z)V3ETzO}k-{#{NQ@nRe=D10$wDIOLsbG74C*7J(U1~rg>tg>6I!!K62NTlYFxnYsI z4&5|aFw%rn9!pSyWFUEeujuG0hXZ72mI}~+%g{K@QG~X5VQ={wAQ(6DlWjU3Z zop2}$MKd#(GW|gd3zXy?)nMhf$=nhxt)JE@)62_ZrrDxh1b_?aGf3~tP#;07?KYLT zIQF%m$3^VZkC7MTLsc5;Xyz81UICo?tBp(}%f3f6fJF}ep1XmNpw0@yRhe7t`1cdR zzy1RiMY}%`haSt~EenY&?EGa8?Jv%j8ULVd0;jchzlpWSOK{?jUSq}(cI1tkF5N;; zLgZ}wZ3Z0K=-Zf*|Dzo&J6HQ~e5P^^8lYBK36czw#*dY`8Ve?upgr*}BPatM5uvbw zwYaT{z3wrL1Z>uS0;0S=0m?s_Jv5oD$3*2RvsMaR!t1b)8XJx(9Se8ar*(vC*Lquo z$%Ao-+*@+_+Ib^)V>?09lb%xpZAuOC03m|fjgSDA{;J9cnQJ3F(@2)V&6;9^Q#ANC zX-}HR0Ma@npnZ;Cm$ZPixy4p`Jo0y4FK34JSaT|B6E29AXr-2Vs=o)5la879%NVqt z<(|{+6?J-#u3H+UCyg#c7_N(e`y~&eea-Dzxwd~hKdF*8ogVE3LL}C3lR=AxJMI|XvMSL|Tu;}%$;J&bjx9swr1fF)oqzh(~MZNw} z5}Sw(sD7&MIkG`NlPxf2DX#fDgLkUyhaZXqFP08yc8OVDed+KtukLt2b-ks0SWZ9I zjI^UgkA5uEZZQirH2$7V^A2@r`lJRZ=gU0wnT%8fy;( zNTz?Z^E=j2YqQ-vMQeQmLYG5LG}zXqw_Aw?miFZLc4wM^_geR>G(g7uQG~)F2_|uu zpx%Vh9lT#Kdv1+4?aPz|A{Ni-(=sPBtWNcB@WcCa7pWcX&P3EGeKDtZL=$ak zRmt$2ZCN#f0gB$^Gdqzzv8w}Qpg(qct^f^*w$g~#AP2MnbQ9|sosqY(j=27(w*C~( z$9$=IOs>JiAR_MtCK?SG>l0SUFR_n-krPm9f1t{rP70BH zGkmzx6eT6DHQXbgc^E>v;3lL^CTv}jwhxVSM+lnI)794kEGlnHZ|^=QF50%*6(wam zk~9VLVD{vP?}(mku(l?ziXxg6O01f-*}i=O4yXLs@z*Zi;hJb`;ZHHA5I|$r8<7%L zQ%^AruQALSA8CO$`7`aXW(8%QCXF2}{H7hh{|T&Z`KfnMCY24Li&k{R@1~wJ6etPe zn-|^Ou|@bQC?KPs)G~_kgb{>EkXH9!!@UqCYcwM+@wwG(V7ABlJ@%!K5?LksrIy!w z;z|z*uD)dZulCNh;YlV`kcaLl^YISexpf1v{YZokkr+M!P@jO)MV?JW^}<)ZnIBKu=6(z-_w>vcXc^mr@^wf`}Je`aeu|^5Q!i389609Yiio;Fu4Cny0dvWED#zf8V2Ix zmdvw6jc2__TD@0hn6}VMAz|m}eYlP3En90eV!7{3|2W%M=`>|{?T4P{mjrn%GFuap zti=?qi(Th2*AJ*!%;xA!{)GP7WawXSF?3NNI8wxsHG>x;;aPMaxYUmZ9N5_l!b4zr zx303;WNatm0NFzoh-H+;S;Hqq2Cl7)y}MeoZf#B(=fsWtRH)#|7a$LeDh~M)&NnNw9niX z&Ne)gp|uw))uEPPbDgV5@)7vYV0++g6IM0J|^+>AdL z^rK=mu0L~p(D@Uvt3j4b{m{Bp7dK=Kc$cm`I{%aUKJ^I*7}YqtJ4obt*4X^vXAm=z zP=h1D7BsrB-6n_L)}%4vowW4{kU4ag^wG52d8HJ<3$e#JH^VRAgtv-zvQl7Ti|Np^?+)-kN}%x~Y>xT}ByT;QYWx6vm*)(oSEvz%x$vT#?EFR~r8 z@f)4XLPaI=FkK*bSSi||2<$oQ$oT<=IiU-y%&l- zC^X#p0=>>P4AtES1y$9x=fP`vrH@$0$x}RIY^lhjb&>)fIJTqLGn}+0_#rI|uZWiv zSQjaqlPvVrk_2++hpH_M+PfE_FrCS{!@ro*I^MOUBNYB^3^72?>kZ52p9$Q2ynAR zrhkQX1<0H4WvfxaJ?_5Uh{c-O5yKNT^=9WA$I&+-ek5M-9*ur_SqRC%S}|Yq zisI(F@TJC~U(sFHZI_46LWl?v^6I|FI9N1*b33{u*HsTX3$DjckV6lC#5mQ|m*sxH zHqduc$A#B;z0mS+kS@VtuVtjkX4nyg+I+HJ+1S}RSg|Z|4mURGMf&Qn^Bl@ln)u`} zpXGPR4svMXF4PwvFGyida7Co~|3P(B5QHn|!!Y|MHGCkm+QP^p&EBX$NTrN?OFe<+S-HBD?746?+PBPe+ZkR%1Uu1U!P5RqOaIoLQ&1#LvEQ+L83%zbRi5KsyYyB69Ym!`D-1QN~GX*dAV$ zr@Q>M|HG0T<$Vc3PUQVp#k4(@TElLTWP;mZ5&%;W*P+F&C|ID8A}zpB_F@xovy6s=D< zDo)S_-lBf*w473RXGQCo6(3H4KX+0WPXM z=xH38RZ^#NQDRMFL{=*;gFt7-Lx;GF+R+BXgzy?*oc761Nwgl3^(EiVAx=r&^8mj! z1^1p>ME5v2ACY#8Jk()d(cr}6MDi|Sd*&~Mg~COJ#&lm`Yi(zHFo4_{i{ML;n|Hvq ztaiI5G;5)tZ>p@A+!%rkJ=P_}17S5iww@1Qe!W*dcVham@6=h9Tx%_5Tr;koXABdj zP7V0C0dwhxz;kkGk5;Ekm33wFG{+~v>=S^Zk(e+Yo>S!Vw_MDBzcT2mf~Iu9QG6`uri^yr@kNM;hU%uYbI}#p zu(HP491(M09_gte)5r7dq;`83+fce@HgEEhzg0*l9~1hKEkHuit2|)IA8= zkbV6}na?MHokNx_l6UL;Lu~+5mr$V~xZdpaZaL=-7vsBl_Px5fZSt;6?Dozw$u9+7 zU9hIXW3S&)cW!OSA1M9)w>SXgH&^hU5%LMZ)rftcnVDFg*zi9sPmkSXiL3+X-^UQM zOy=6!^xsmAIaR=A$g%kM3FsOY9EkCPZq@!+g7MP=6PQ81D)F~pZ+dCt);+@h1e}2k zUP)1Ad__M2;Hz&|NO349kAtVqgDRs56lI{vd>HJe6XhpD8@gzi*+TaNqdaTC2zWkHjvm-CFKv2Nl z8YPJ%cr)!A<1eZ|Av*B-Q>Nxj-25rF(ca#`YQ4FjY~t<< z$Nv&V>wQkq25CI-0|yFfBOyp9>276o^#^OpvkG7<$JhNEQY4Gl6TSEF}U%7=6^+!@n@ zi#D>yV48z#Sh$Ft))ry@?8eQ0^#pP#in7*J8ODl|n(>&B{NWDWRuyYb7afsX4ZPp+ z(#L`Fq$9ON?V(9=GBx*Am+~!Gt>lz=l=bQXT3Ecjlrr%p)k@xrIU%b<=i?swc#W+Y zUAN;_p~)jx?Xo!?cnIwlFTZAvI9rNy`|+ie8>K%146uh+7>WZr;zbi-ax8k%UiKb? z&2B_}g0$1qAZGm142)e08CK-hlEsaZ`GQ+^Z5?ThFnnsF-g9YQW_DLEE@hBN-s4WL zXYs~{n%&|IsLFMq?q3q2`Ax5x8dC0E;Rb|BjP=Ta29pk6yz_O-8!g}YY4;ubbXlbH zAog9A_shmtn8Lp!75KLrSwr!)cybutxAItqgpg{n7|yU0NHidKv9;F4NX5~9X{6#Q z86xv5Ud+l9>V08%*WsP#JkT#sI})KU?@t7Ndby9hN1J0bVCh6HQ-gqkQ7R@YUDc-b z&v~nE{NS3pd1tfB*UZ~v^?FIRITeg$GDR{%Qg9ZVF!GtLTeP^0R`HF;oY8CzuW~l4fDoUu7Aj$)`xN+ zZJqh?y^0iLp(VjqL7<(#g+Vrl1po4>RkD(wy3x6i(e!-%2@S_a!BRgi!zfX@r{tm4#_k!)3hxTM z7}qXr|4-Dt%R60$KiUaPpsf$L6Bj?h1sR zH*~(+RIeiD9*64R-tyt*PD2&R()X880%@qLnj^h;Fmy7W z{0We|o&+OtJFe=SKzg)?lI9NuI<6c>IaC*?4~iyY??$%I z1}(lPRW#}#HZV#2wVf!aY>hl8<9x4&Cd$$QO}WA#jAMb|by3lY= zZDdClam)U)=L*KWGI7on-0QH$Q2yU!9nQ%&dh$F)wTWYE)C$GHNgTlC&9OM5o!$Nq^;&W}Rn?uS~7ElDn>~3qt(F*`4zh_pH{LpY@R}J2s$aO(UU7 zEqYG*k|3YdWMYiU$Nza=f?#oZhdE5yV!sB%Sw{*R|6z0v=i(}7dP<&E&ytIHkZwF% zIZtxPJAay=Ay61|yzkawQ5d_UmSN-+D?K^FLB`17pKDwRf=QA#JL*lZlMZl325kSn zE3Emtfb|Fpiq~EN=t$2bf1I%Wt(XzFnw$%$TOONdC zVN48TGku;wu7@c-jp;f6TY zZqOckYL#ewiZY`V&^`x8$axHwtHZ>f|M8b%yLFnKDOkn~mTW47XrUp_BnegBZJ9Py zk7fdyAMgmw=}C)!N+&=s0qI7I4s0|G?FM-&-NgTTMvR$A*6m=#w9HYDhSiLewjIpz z!HvLjK67C@)!1n_dn`3<3YfC}7j6<6UjX>PU}}W(yV?6Sm#8CqNC>iK5K-xX-q-F_ zE`dVvS*?9C|IMDF(gMA&{HzvH@iV%o4owNKhTP)DPo?yo>Pu& zSPfP_@H&I{NUl?FxXJMYG*k`~}4bf{@C81<54@*JW=!^ytzxpspyi znJQjARyiNaCCL7h6-`lBA&bo>4||`zKeNf7x9jXJO*4TQO1+KQ_S-4!^DYX~ZUHyL z%XL}q5C|#bMV;>9@91d*Lp_JaS(E2BvX|L_vh8z0BO~j-|_06q3e~)P} zfzFrV)T}J62v-WO6i?A%J>cD{llpJ=s(dHe0kvV`Yc-i*uo~)6pIuE_$Hxe$5L0#& zd2?kLtw8c`K2kY1fg_|?oU#RzAkT##?g=G>!mfhFGb7ms`qx*_|7E_1WRkrkS3ir_ zpthaJojb+p6JUDfFJg_$#?R&HY_ww$O$8y}0;R3ixDfoB#NT~a`7Wu{2%4j8Xo_Qu zXAMrwL^;147c{s|WbGz*Phpm{*DG)KY5$FHv7`y%;Y87Q(LZ5664>iO^Z%Um?PGmgr}jLx1JHYo9kV?*Db>dp2G+m$sq-u%jjDE8sG zRw#$)FB(R$_|Vad!+!UArvuLV!H+qOeUsEbYr?DVJ6u)uJMU8| z1I#@oAN=RaNXR164kvVU64&S{aP*fFTS8Jp`pC6}pn3Ra$}tKvIx;Tl+06NMVjNK0 zH$dEBo-NXE{6$gBxcu5%`}6SN=URA-^)qo+rA6_q_0F7vZj2y1gtG!C(eo20na63! zN^e=+bv{IDl}LmAZ$5>-UrU7WOO8ILK+ns30#x-iOO7^vbedUow5Tz}5{kAXE4A!i z_q(-n{4GDeHDkx=i+b#Kp^v)9S@{=bMolp{!{U(F@e8PX9Oc-==>b^%ZN3c0F?Kf$ zRf>$Qy>^Z{Wt{@~amwDBEBKe4U@#QL@XOeM@*8f+S!8@b$rdJS^^SsI+MLS9e?m;d|Yf z1y2drhBoKmls&cx5U=e@iuMZf;v!1~N6M{pzPrJfCgb5@f|~HZ#XMU3(@v8&ez}V3 zEzbP}+vTKeT}wmPS-q?p{9C~Ui$qS{M^rVhv(`3hwMvD2o1ES%;-feFUV7~UC%#4t zt_~h}FMyhQH&NG*Jyd@@soF7gOC0=8=<(LNC9gx1^SWg$yv6^pAS&We3|m;( zlC*NTK?3Meza^?&d%`Qu5{=C=u-~i@~^9bJ_3|! zn60eKJZ^B$?IA2Y1hP?GwkCW67J&Y6y6c;)C*J!vJ-L2oGLC?I@FLKaEh3BJ*OH+= zN{6V`$w61c>;)dBmKp}F>AyIWVyNpNVveZobf$%x+8Eb7lj+o%kJ5db;&;JM)K^h+ z4E^q1>OB3GuaR;Wbs|HwS1&PBk_fvHz|`0oeC>)zadzGLs73z~E+0Q@WLQ^QSv+7d z+7p1KLE|~I23-cJ4l@S-QftL;`s+H0tfk$mV?8rkDj{Skv=KUI|4=0YVjpL3I0f~5 z92j-7z71|`yUjwHI*+ffP0#8oE}gm&Or|5LNa^N2q95xFPl)%OvCas=_ESdQh&tbj z`X$HH?$Wb16Bb}sII}2d>B-tTDoVhD{_!b2qArcc!(<*T-zZ+CS9QlVHq&l|RCfe2 zQDT~rm73%%<2nCrZ65qX* zfsrQW7gml$X8!#0<5|1621=D~=mBS_PM-+xb)<2z3D;AgJvP`!F;!2HfjS?v&CD=G z4(wn*-h3g_mT~!| zgDFE2{8k)mHK;xz~`T?u&a_LGxpU z@>;AgG~rH0J!D?+0Y!To)!H9__$owQ*;m_bv63}PI!ApREZbrH(PPpeW#0r@m*yo} zw7I^ecUrq84;G5#1y_a;1i=W5pJ8E+Cz^A(M@UJ9vWw>^uh4~xh(~RYg^AV)5UCrnvU8Q z(Cg1R8^>URzzTe#o@Uq&C>A94ItF?=s>Qxmr5s%TVy%(cl@AeFbPgek(NX*g&z!O7F|w!&{8$@hi!`SPr{O*Wp2jjie9b`U?RJ&xN%;D`~F# zKv##;pGvMklXRzwUj;mes-5kPS}K>r-4jQPR)R@9KTw}y6x3mXY(cr&=z_NxkduFW zl)rQuB3z{Wpg9q#cRJdWjfV{mv=zNRZ*!@kegg)|1`?S%@2sEIeOX>Vm4lm9?Ow%VN($3*RjjQzL}XW_l{vVcE~5y>($XJjRDz{dl(Rn@=N|k0 zx6jdAk>KiA>u;yNFHJ5q?9Q-ptF>q2EMPD{0)ME86FnUlZ)3F3G?nux??%y!{4<^f ziV{5^c|vc3m*@QTw{T2J{}y-KE9|(cdmN{wVwsI&D8}L$G9l-hKF9OH)m<4^qCcQ* z;&~X#g@Yg{!b0;a!f`*to8Zm>)pc#}cqKkY{$z7(Zu}ZrA>mzhQ}>m>bNhweQPz+% z>g0$wjyBWJligHX2T5RI-Dz0$-5UQm<;?nl7waj);#*vSK9=U|_VQZC$BzA2H<9_8XWjU~69My6PEz32HIUIjeE23R$1~F_C?d_u5+8B(K2O(<#BU|_!SYXK6NEZ`l9_Wy!!~Okj zXczieM`9eOZEbmxexS(WJr6d{o|vdp>fc}g4!t+0imx$;L~_Vw;7xb0yZGVnwSmY^ zYZ~Si`8q4>UNvOC$p&dGTi^H>%6Khhe@ZY^;(#SP^#6Og_wHu^UT~>~JS#}yYq+{6 z8-0m$^`>`YBi46TCaAX$>JAF(2FFPWO@)M{v;-`%YuBL%M$QRw9twNZzFV~>ue{;Op`5;-{N^GFpRpE z`qm%ZX_SfjHLq&%!}a01qR+*~4BaAcLl)v50>jn9M=*%Z>; z8zbLWkew-QFIPRY1D zGuX>4#3M-WXia&Oj|j$<+q1>`@7XrTY|sUKPy!Wvhn+%=!>)4vj2c?56y{tA^D7bs z^Rbjb^rZLYXr=md6u0Zpy?+Amtq1voH$MS71+U1#f8QS?*sc7U>^?9weRZjl+}W^t z{Ro6_o+zJVUd<$Lz2}-Nfp&hQ4!L?OxU< zLPC={H)3D$)tF-$or{sL*~)#oZTppn1`g*U{t2oJGaI%);#@O70Z4hwA0TOaAIcmL z)w!70#X9xi&a07VcD#R27<0w-Hno~;cCK?x31b@Veq7Rwg{E)mb?jM;H}1dw<}CoB zuf~hlp2LIY2D{%XgxMXCOYs<+yv+*P$DT%Z6wjQTicheUH_TI?J>>B7293Q2cvOpX zn2P6Pc&^Q&#zR_2*RARN$;0csUjG`yY%%c#o$L7F%$(n67;MDU`)0|I*JkUBIOB9? z(WP`W#~(QGSXfc`r>#fJqOC2uY(FhbiZ_ZdT_8lo_~jINjGR#6E{HAG$rq@FP zU9J`E$KC;mTvp1S9C~@qCkk6Tx^%^%9e)My9X1w2RENsPF7iY^S0`pXnLp;wiEpOjg1ld>l%T!!Cm75{lR=m zkmQ4%#}lvj!w~fp3%=RZJ`PJTOTxAtr3k|_zhiE1@)|!+@b|%=T#h|cQ4gRE3krI+ zlu=glbo}7;>B~aLzut3&JLp!#uL&>SHwN!XHaZOcdM(135xK(--?vaRAa!EIuL*Ns z?-9ifRp*WIGTx}28@rMo>9n87#Oe-Sl^93ojlckJUTnvMAq-SEmFx2pOm?$AEnnTV z`k0x9ovV;+rRTbJJ+4doRK0gdo%*XcjTuIgC}qW~n1zCju?koRuQEK>=!NfpBOO{2 zT>M1Rn42Be*G|w_AEVdZKMK;9ZwfU@boU^lX-3Q^NJp8^$`-H7S|qvI)3x%~B=e-% zqGqJE5PYTCL)`@bUL3$$z2{h0cPYu%ywidHH8w}DSAjD2qtW*nrbCHT^;SG*C8xG* z0&qti$Ag!+)E}tIDxzLdS0p6gNc71%=~oWwjB6tu;sUrJmW&(O3=p3%m=J2$I3Ewz zTHcYex-QC?o`sVw4|J>cl&E5U%y)%2}%o+BC?5;Xb z&StAz{ly0@+37Dc=C$=+_F6vl{)-MBII5r_uDc+ARnV#C9iK(oNF^G)TWAAIleKM& z#GUS02xGV|rUvC`|GBTa#x)bc?HpX6-(>4kaF>z`n!|KxhKw`FMOadC0Gy`@cU`C; zR{srkYX2CXc#ce$Ys!b3;WjKs&-xVi=F*;tFzAwe5C6|(A}(DsTWi3IkB+YpMJFh5 zkdLsy*W^n%`U0D#j3}N`|%{Gwg`||toZ9|vzczsD)sexPcDjiT2nn{k!i;ud1U4aVa&xDdA zXH8Xo&q|)<9(I|)?6&XhgDhTa7I5OpDZ5Zk5r%Oo>JdgeNC>p8*qTz6Zv%Xzu(;Ju)lzEnjaK4#hrAgw(dq}?mi<6ryP_@;D=IEDV(Ge+j|eL zBJ5^W3j@FwchLAAw($|*y`T0y`qtF8JTp2wh#%^?0h&IPpdH$?ic#25qFl~N@7hv1 zCO=xAt1Y_dkH`Za`g}RYx^AYPJ%1%-)ItNzBTaH-O*tE<+fV0W(1;gtNsw&}MeZCX zuDCaB)riE|>%0S6v}#7sA$#%4KNNf>e+j|U$LEWZCo?#M4o6$4Xj+*tC&S#+*jlP?I7u;ERe(o!sO`FDauC)f?cEw-Xe@D7?&282mTAxqj-NMUF_N?wW;^< zOX6jo+-r&E6z@nUA1r@Y#XEe7?^$MOLoqZI^_Pmzpx{|a!MR+~ym$^~MBrlS4bPG# z(47D~M>-IZ^g%j5ZS1A#8qsoF&?_VQ9g$1# z_oxShM5fsKO6D7H=mcpNE9?`1(ID=mu%#~O!JPwvTGB-!l`DnJkF+Y?+Ge|HG4#-; z55Fw?)*fDw!YHc3cQ;uafE(h3>q|>VvYiD^{{fun5#FQP$r>R5;kd7w&^EwOMAfvnQb}tGO{jXgqHnmwPHg`I zOH;_>H-E39|IoKIgZkyAj_$e8p#O^C(VToB*`7%f7RI4_R1^JjZ^H&u(Qe-Hk*6e? zu|$m2tyRZDTt+ZA$oDG*?)yI7*F#?!MrbO<{U9bja{G?^oR;(ko3iftG{;e# zwcg65>5sYSm+y$B6+zesO$oGo36@`#-l){!$ZKIZ(xteQr#+WrgH}K+cza(dy$__m z|Bni1K0Bt}LaMt~IafMC1E^!$!P%rlR`nDDFbqWj$qnenc_TVSOT8_Z69~f2ek*_f zX6uT*R4c4anf+rW0g0!VXG^0Jf+oUp5i8eu=6RX=52i4ojau2|@F&YU(^6rHaDXMI-MaS;K(I?jm zEvVc=Nk45%=0tD}R!pI#X`bM}T-K-jG3Z_r>2Ld5W`3TOmI?9NOIC29PuY7H1*xKj z9vhMrtm!T4r&&rS3pqjKIUh)uM85qLF@*&Qxh>k|%yVVomZnqw{)d8T5L5*BlN>!L z@?nW|pyxGdqJnl3md|*^ z8OFEU_BU~F4wfQTbL99AH;C|0|0D?1VfbC3{86P^(>PIZ3!}wq>`nnu92k=wPsc+{a!MB94 zEe7I;FjX?hG?Hb<>UFFuLV6+6$bGC+Rrg%RNA1Wv>Lo*B_}})-OmlmPkT}mDZ)RQn zYufnQFwq|_uImJuNqxB|F7~5bk;t!v5YC<=gz+^_*|&$8;EpwFv$5&JO)P)M+QhES{UpLK<)N@8FCLugB{2afmG+nV#Gi^u5aP=lja$yF?By*;@#Ex5`wsV0i6M|8~ z6*OnxA^y4nOG>#F=d##s;{GYq17XV?4@lYt(%)4kRaDvG>I!zZDWZx8ir>4veoPw4 zhqb}545uu%YmDE;(BaCo?dBy z-RHnETpJ<})d-fI`V|3O^eG^XzQNBBw_4(>;Pd2C z&usjuDxIR5Y+nW(QG7=z;t@D8(+F#lmC3+8ify=rj#aR10k$jO?TcT2%GBZnl(tfS=+zT~ z)1Og{eVo>3F2oaSGE`VAPJ5}2`u%Pe`>s5PNZU~^4Bz75TwH2*B=R!*UG)HU^)2vS zHybF1A&7^=e&He@45k@y)CKOxZqkql-QJbW+I>@th@<_f8L4i)qjt>{jr$** z!SS1Udt366GMe<_lHiA~Tx`WI`SeO%eF@T(Muka9mkz8<0HRG9y&&}GONd`NPpt10 z{cKpTfI0^5qHI8*gdwzF(>Yd4F7w3#?MVxRgUowP=nAKTE`5~`UZ!O6$>Nk2Dy0-o zFR}+wn%n<}@}~s2X(|WdYLt4OPIzG&+iqNHq(V>}ZtYKkb#u%pyYFhwe2C!8dcUXT z>wr3x`HtaQ!=yP#Wy#0q&V}uZD#2$xj~Fn%v;z_~co(4VOMHg|qN#7WtmxTEb3CiR zgOD>KQp>&lL~-qh?amg*4vFz|2IfT^$S?ah*j18UCn9YVRao;ZFE6 z0G!bhx4CGLbG*&9+)l^@pUlo`OA~-HZHn_t=zV=#)?rYJn!x;UaG%p$l+5bdNx&mtEv^ZdVj+`&)7^1uFIeZCE!4 z@l(S(C`s!Z^t|lPRjFi_==jE~bj2^8yG~r@wCs=nkJEO<#^9_r(r@l^d~x2z^bdtC z%&~kF!OijTzDt&GBKF1H@v<^98Dh1sZ65qwBsq0WWy~ z=bB0B_fni{*f4@x>Dz?(%^re4$q#9pS)YbGJUw*-pjIF*)gHfr1ni&%Aq4lq?TDY` zj}R#+UwWVFt7YGiZT>m+2zww|$88NYt(yW=ng4QmL1& z_QJ4n6}3A%$H(EDaTO_!wp5q;N{DTXE3bMrAL+$kEiIkVyouAxnQP+LnRfHUdx+dz zt+y^7%zm$*4VEoNP-poZFm^8;Uc$?e{Em>qjo2~}C2-BQ7PQr}Z1cX~-mWLwRCxsB zSS|^2aD)*-r^^0I;$dukQx)8$6u?jVrWC5_0i0^mx^yTU&0Ove(%XrG+g6N6x?^CB zG#Rw9p%A$IaiytoB(QDoF0?uRhk|PMVnfv9^ZaUZK|ASI&l0JaA}GR~yd+B1WUxJ9 z`75Jew|vO#r;V&H4=_o!=(B6yR7MXa-BP7}`K;dA9u}CVfb={fjD;l{bdG~$TN-M* z+k4#Xp6!u)3YV5O@F#0oQn>WYGTP->LlwZppaj`J5*3FC8^smWvQ*H=Pc3V~T-Ca&p)n6Bg%F9^)%S2VkR3)JC%%|WapVO7Vv0*bJ0L1BsSWxzNl_@Q%BOh62r zuY8T-#xkr7kj(pZKM9avK2X|D(D9@M%vQLV@V>*aGU5iF7XU`I9PLX7US;?` z6uF?Q=$O+yYRq1~9!At_&-_D~mX-#ja;MNH?`2+ECDlGe&Q{NHN(&MP8iU_yw~CfV z#DA)8k|91t-8N>LLx&ZOQ}?sg#EVbcb>QD%N7fCRZ|~PPLs!rwvy}BWG`J78IcPnm z87sBLok+qq*UG9Qs!WvUKM}E2Sz0fk8C*`?G}VYq94J`oTb0@Ve+?_;sWwoEl$p0jjD&^Ctyv-Kc#u zuO1E|4sd5&?^*8w3hac1-kOs@E{zV6SYHh7l2tehp|%8b)KMvMKuFG12@exZ4Ux3e zYqij>{R*ecwKduxj=SaOvH?@z!v&%3vVqnYqg@L=AdmM`WLb@_lvL?bWs&hDL(hO` z7a|(iU*JsIMIqbiz`nb>WMOXj3=R*V0F^+MvH1AQV@yB4**bFmVVdyXC8zKxf6$8M zH5{sPtg2tMRBjRV5H?QIFRlS2#tyxk|4d)g5Wkk2G9;2)5sswQWve1- zVi<6Sb<0#F=!V&Tz6=gk;sDUlKS~LM8L=#+jHc>D27xN}z)gH`DEG-(s$ab)9b%#3 zL2XZTXat$`nuAvO?Em~vK;cin1mW(aO#{LspxYh#w1w2^E85(RXJK8XWY7rO2qqzZ zVS0C^$(={!T2piUpm_o~>UB+ax!}bh_f*rX)|aF<7!SUwR5W*Uso5xstYkF>TurF; z&H%0_ZLX2+lxqA`w|+gV1FmOn0_GhAM(SLVC;#@`nEraUXn^188r3gBAMNT~`x_sP zO#M_e5bL0SD8h5l)AyoCB6Z4DUbb-WAZu@=Y}HGi4e|=|)kI9zAs<2a6<5>tieLPR zcBRpl7{-Hl>GRuhgb1wd|J$`+PHQ8WB5X*pzJOrU-y*dc@ zRvmQlZX#cKy~Jv0E>aI*Dh z5bc2&VH>-7+(lwGwh$ck3H!=>5|a-~m&nz^9q!gpJ!M`mf6@>sTKfAvp(l;;RE7ndub$&54fROqoFiN6F;Uu&AK z#xK3C2p5+g@O(ki8w$F#OD&$|v<*PRB;p6R%?4y3P<$rxzua$C`P3O@SCQG+-s~EO zde0&BoPkj1w!x(PqcCXhw3UdZxhBiUM%?|nLggPyTIoIDgPp^f&~cWmrJZs3>9**j z+S4ilK(lz9#$MJNxLcm-Wc-$cC(hIK7(Hdp;3(^1U1Pv_kLVq zBpS&MPy6>jyaOBLe=C_e@;VV!10J{t;%EqItiCqZs`(ZyBvK>ud3v}m z$E$VB^=UR7&i$)9DE$jWO6<}BSW@hDWZ|!91u@e}4AEA7W30f&A$Ef)w4N#<29Tb7BrEDgl~oNW~yPoAiD)(+h~ zg9Yt8*tsqT1_oHEX{8CS0}lr)pTEOqHfD77?3sq7#$*i2V)CK`2n(!CY>M6@`t9Pp z&E7{}FrMFqZfr))#lGpnCfERJp@9H+zw5rFfn196h!6gX3tPLRio0_gVtwN<~XC zB64rH6EVMOs_?#s_d@vLpwcomO@8A{oxCEUCHvl9SdZvw(VF6A=AV5V%IvVUYPeLP z?$V>jy-HoWeFux({<+x8Jol{r%J+C?c0Us(|wC7RWC#yap8HOzOW4pj4k#!>(Q}&_V#9IuQZiQiX{47O6hsmG!=?S$|Vag%i z5%jCgVrcth-e(}$Ww#GRg7C2)Saas-@>R5`_aFgLfkatm|o+~#m- zY?lz0`XD{*OP@SisOki5&(zSkP&lm^Xq?{jl_8)g=yQI6 zfO3VBS30ltj|Ky2m-lm8isj!xOQ^IfuL=BD=s4|Z5hL<^G3FHHDUT3N0BCl zMZiFqQS`~WfY#IE6}YT5{o8-qY%fmMHdXcsBleQGlmRz^iC`7|)$H8Xx99&*Jds6j zd&;xFzQW>2EF=f}U~o`@N_%I^n^JV9lzZJ6CzFyZ@R6IRsL z5UtCb%38U3>Y4Hp{F-WurH=cO775+Gw!SJ3?Ll`u(URr9mQ*RmdZNGT^Xbbg_Hn89 z$|u@yh>7XA9d5ce?^2j9BT8AKt*wzv8 z+Di=lF@1BCeNDbhL25QfOsf2W6gEqpE`@of4t9Ihv@f|h*{f~-K=xi258Z0o@-Um{ zA|c~>kT=~h`SE@1Mvj?2QIuWsxF!*!N2kYMD~e42^UI3Ql_7Ep3XOm0uhArxW;6=I zk+8}?6v%vb9?b`wLse`T2eRk1^qk!90}$>F6j|X~62dG&&Rojux=UO0iBE17ITsD$HH>N-q1%gO^j3IF z;!oe?*@0I9N#DvI!y2xH?X^GD_5nBKRLeKPyL;cBpW3$#MUnGq1~MwsAPx#{9oe73 zGz+~0fUA3)7X*?AA2mbaXbjMqhlBdMdJh;nq+TY~{=e0tYZ@Hv#&ITdj|0NS=vuD7t%aiwE4M;V#r7JOi5OxjB@jI-E4k5 zoQr*4uO1o5jq)P!SWw*OPTP^Cjqk2l1`lQ0FfJx!onN6hV1h!sIXM0xy z0uTHF`WP*aTzU-;T5*q2hqAOr@+$wcjXMTkBtEzzf-b@9I0%BU-T-pIHKE!~404Fp z46jj2;}iO)a`EMXTi2~~Z0KVIpo<9kev;cpsY}bFLFE_q#fWv z!H@qR3eYvDphXS5$$PO6zi$T0xgxmtK992gL$MX9K=t*eO!jl$oSZzzd8tNbil)F_ z-kX<`j?fq6+i^Uf;aKp2{;3XadEf^6pj4+gX#{vS2lk~0P#tVI+xz*~e|wnEJSX^T z)dtWi1ln^>B7r)a;IqT~{v!gguFXS~*|K~q@Zw9A$hGjH-@1=T)rZd0e9xjSmMZ(N z$Cq*7u2}f@sCp>xHXHI@Hif!;r_M#{eBXK?@i`<3Bs9FO&I)b?*pz}ZYxNK3Li>;` z@CtoCALScg;{Vwo1&l%?oR_7-E|JJyDBz;n(btBj8?lsgQOPFF&?PGMC(QUR{>*)U z>qFkMd>ug3*5(pX>7%{)ZA0m{QfcHL3V*>G{hjj(<&>1FpLYckSfjk7L7;&9()}DO zDd)ryi%1|M^_s!+S>J+uh(B>s2u5{N&=MupsW#H3o3~1|^u(qMO zb%u2Ll;mp5oTXvegVP{FOp0(Pr1=8z8)wXZt7&nl)u_c;9lN_|*dv}5xW9)Vhb%cI zoY8y8P|5^+(}4N8e^^#Jj*M#+&F5d_Ud@)mxG$5LHXxBzDj8n3Nzd z#g2ezDvWkhSz1JSe};}IKTMz3^8~Z3!X_QlNhUbrjy`}=nxQ?ULW=i1%cQ)^Va)l@ zkRC065$F~LKj9=+hyPwEQd0+#Ui$Y-^MCedr|{W>$(sFZwHGEz?NeI!ej*)vn!vE$ zH~FI@b~Qe?FQ9<4Is25F^3d(Co^%rYA?zx9j%03`c(suRs%s1z8ZHa4)wT zm(sD%Ko?9!evq{xU9vfZA3C&4HiHG7n8&oQaM-lOcsbGR(M^m-s(T@;c#P))mg;yV zNd# z2jvukrN_-R8o`~(rYlT+&q#zL8{W6I!AKhGvD&XE zl>n&&C7)+;GtL@Be&IewE~-a#9V*}m$ScvM{?=5?NZ19&&^D7-z~XniKWxm_wS?b3 z2E=IQC23zgJYDLtYD%?6TTb6f|J|KCw4RLl}bc$e`{fN=xM;)}3&M zD-YAXGbbW}Pf(#kofC(0OSAh8Q;glIvZ^pTmMClwe$;~$-0Mf^Mb&qni=39GfG}=d zgRcy}$O6^#LY#dC{#@NCp|idI9?gt+xzEm@*bHYIoDt``W7@jkEtZt{8QSuk0y4FV zC|EX~hRFw{Bq8$9fmu)!^YyOLsP%#{ojx1fw&^)xaN+s@R#G>}WAI&)1-bctGP^u0BcZncuOp(R-irgZJp*&221;V`F*GIs* zZu6~pKIF|*YFT}S*pZdk^tOw6WXa-F=cUhwp1xCmw3rx%2=8oZN#Q|MiZc(3PDJloXP6|aR4b^+{;o^7nx8m|-oTCl2If4WDG zmu*35a{IqQd|wXz#w*mm`M*&uClvZuXqig#A{S4fcj~vr;vUPHZ)pR}WTyD?b z7FoLL|`jWz2`qPm9lH16$fUNCc_kHsBG~}gfTZ1*^{9OhT(w%(D$<`8i+gO$Nn9uJE z*3WD!H;?7o*HY*oqYSOukEPPiH5#D0ypu!Zy}#*73a^w$`W zMdQh{Ew_vtiG4b z=Hi{OGIOcd^)@o>QWmWMez5t=M%wzR=E(Ea>TH8-%pS8j7NluoKChKsmS^xMWpq<< z?(}9u;;3yIL5OjUbKFhAId#=1Dg(!8w?1u|m*|_> zJeEfNQ_ZP23br%5-%j^M7q=L}Y_@{yb)A_0N=iZ6Qfoe_D`9lXcd^OPUr=kKe>X+?VKjN+)O_CVzZ_!6_Cjei=$*Vps%tgY&ca;}uh6%_Z$S zb?L7f<0CB%`v;0|;iGQN4h59OeN6H@ZaDNvacW_Z_3VK+%!%8kY|z@C<>aU-c@-H& zdrO-)|m5FygocBQououre^K=uJ3 zdKK@b#Ue6amVSn5uBCzd@$Fq@J14`?BKtp-N|$d}qn1Zc>OM0f`oHbWjWS1R&7Av1 z<9!0S115#v?)-_PY$9CCX5I~aRg*e^6#1%R6SHGAkD@bnA%y+{jy3b`fCO`xtIfzZ zV!imzn6lGm&mC|llfR}#vJ)S9ap!(XS00fX`QSPibu7)zWW;b6#1Bzuq6c>scb(!t z+WDFTR5ato_|YI+dFp48lVzMj2aeW}Q^NoXgU<*UcR^bXibea|wC(o^y3Cqe_+-f3 z8;NGWZhW`WG_}R6HGT_KzI26O$jZ(#4b|t^P5bDcSiD}6*6Ni{rMkDfd53u7cj3DB zM?;Y=UdPkN`gf(%*osFC=4SPl#H(@hFx5i?_AoUJk>G2&mZc0>Yt2ireSR5Lz?qGw zx_2HI>enNKSxV~y<0jT8-Wi>O(N7eEo|DbFqa?YVF7`K$#kF$jn(q@F;q>dudnsJn zo?me!pQ5}G*VUgixyHx%zr7l3YN}d4XM_tm zy7m92)7pKE9Fu%%FDYne%_Pse*i|l_nds}9zxA~+(p7|UH6bVC$o4e32QXwLpG=Sl z``?7vX87~Cw6(roGYAcZaal%Tu=A!e2z4ssE3in>y8?8&ach1$HjEP(TD~R6LOo&P zxYw_(S4LtFzbHR(a6W1g3EC=9#hv513(I_w0T|l)KFhGWJyf`*Ko(XgYO|j6$A540 zJ>g1md>uI&tN!vj!$VV8BhxaEsKYIsew>dxBiFhi-9Dd3>q^S06QR>uxat2vFCDql zRSl&~SDvQshZlsSfN^yM%6^yr*hGq;T%#KKsfEtgM$?q}W1CBSnJpWngcZu+1zrul zOV)ppkh4p-I54sI5Vy*^1qALDE#JWeo|+%6o&04 zfS>zv1Wb2X*mclpW3+uE1Iww*QrD!Fp0WFPyz>0w*fjUyPct|rdbEA~vc*mbx$oV;8eJSnQKxCbq33{CD*hBB;T>FW!p4g^8j zWN5-(JIMVKu-XNtR$BEa{5s}!ma6D>FVbg(Cq##j&p>Ww)>W=5L&Cb*bx1P08>SEK z+0m71J`U};twi%3FV(`l{jBUkc%xQ@M{Ht}huifGG*CZEk=#_bZ+M54`Ut=rZA;Dg zS4sTRs!D;`G`PxE1(kP0v%=p3TYj69FI0hNt#OZ6=1w1Q-E0DUy5y}1B*Z| zU5k%Ytq1~Ez&&>qp6Yg>zfW~W4z7hLO1clVLs%VidY6`NWdJ9AZ z=40chWwRUA_N9=$(S#ZAip?i_Ua_|BQZjrLAehde#WJpv-5%pQ6nH4bQv%|4C1n8_ zP0dgbAq@E*8>)6kt+l z+*xn1SeeKRVs2fXQ&YV|^hOa*Ha$rH4 zo55c7j3T+&4OwUry7+eSbX=DlReD-$$puF@hmQVenL_CUy7Pl4;n1r7akKZUGu|JR zA$@FMWUG{{C&!smFd=6H91?e2z~M()WaiAc?rMCbeH}{-s(|G zm0zz%Ns7GHy}u(BoUPGZC2dt4dgVU!6Le%wq0)~kUSOT6@+2XfXxL;cqgB~Wpm9pt zTHBA*AQP@$r{wp&ToTXqj`GUvX$1)K>9vm)LB8*_pyqNnqbS;qLEN##a&}kUvHgGf zOKXf}H{4d7^;A3hmR1Orhw-uYOHT*5lkMSy0e8H-Mcb;Wi$+|Q74~+5V+fq*-^-pv}ywXJg zHy5Q{#RF!mpIj|%M+{%W$;I-an#FRTj%*gRSV+`8^Eob$l{ep=VHBxI>tXC3N(603 zS197gE&YC)yeTp#vM9*3Dv+kdo+?30R|ccWC1G%WbI5bogowrh_-+YHK4lS1hRLPg zWv2j%jZPYY`@28^U99o-|Dj>m>FqCRc4Pn>S(Ty%NCS$$ z_b;sT|2a6=o1Zyrr~Uz_z!Oqql4q-(#GmHg**Do%ZT9}b(g>!z`yMwk1#IvxLJj(4 z^&jzH3%ZOm1-sNb?tdsLCFAhdYSEQQ5T0Jh-IBxDPBTp`tbj9#Z&F=IIpla%9DaHxRXG7ei( zLxKZ3Cmqrarb1RSR_QH}T`&O3uLppH+%DZcHI7;hGsZSjG;|=e8}7sECF_KbX0_9R zRg7d?OgPKtbFSYg^G{*fzW9Jf?*3D?mBTxGtO@s);b&KtLCJnJV)FY#)$y$skPWgx z^l%|QhaRYsGovASA(?}hbMhj4t~3t6vQ!3c&~E+Nzo4w=^@sMTD9VgkhS6Q4|E{}Z zp(zX2k34XwnaQW@U@m)dm80!D!SyZBHLQZ)*7Jc&46(hhAJlq1YX77z@^!x4c$^Ri zP@&1Zd&p4uY%z1{NZ=d=GdH;jXs?iyac7}vA=St~YhO%HyoGP}Y$&ziIVWu-F=mrK*V2-Q;NKl=UHR=k&hx#z zv0O9Mw+Uaj4z;YIi@(S`eZ-ZK*a6?3I))Z*2b{ePm3}MrbJ5aQ3O-`Y43nCQ=m2*pDLr5kvQN}^NAV9+9YEwGfoRt_9qIa)##@ttC0;Hk zBTqR$VcO@Wu1%+3684ZD7xA-H*ETslsayM~o>H@b__+p$RSm&i{iHFX_89SL5ZI1N zciRU(|E+A;52{>-K?-x32AY1J%0`$v^aoFs6c1#ne5p97Z~VBlw#F*ZV?^tZdaTFu z1UrfDWVN@Vh~J`y09mn}rj_oJK`c^sq;+UN)dKlW4!{Na)7(T&D%dL-R!X<72{CJ< z2rdS`gU(8e-)ednzDEKfDIP3X9PJ}>4;^%~(v>>p=8-m^vuNjL;Pxnsc~b6U#0}+dLgBAllHZ7JCc0enaHhBwx_|i##%nb zcK$t+iJpzb_QHLo=6>g%#&vmN2hCSH5|f+T%073wH^#&s8b8fO)=GikZD5qL(;LhmogKo0Ufi) zWciH%k=gxMoQ=T{VI0C~Mg4&;=h}}u^bS26np6GzHn`g)^m$jbnnIE4_WZ;L*!DL2 z9`V98z{?GAg?{}P;)zR<>4{whojS(Xv4d}IDBi02l$>g;*tPB#9%XaZ>=BV1p~6eT zi$}zr{CmG{AFE3LkRAeu-XZGlBE&OU(Vbj;l;2cP()c>rV}-sB!Rs)O20tCOqF^GN z8(Cf2W2|l7DVC8$cuOy2I%mEMBGa*&6{=JHWJ63ti8^M3m7x_$=I@|g@$)m?jl}ttWF=Q)knAzs7Z=izHuSgcTfTw!ip?wRs>2|%Z-yw#oeie z(4I6_S(g+BUg5~tytIEAoT`I zc`(}N&xVE`6o*WZ-k~u2YfNkWtCB%H?3EYBv*?o%Fiajr1hh{)b~ck^n*lgBLOgLd zaR1Dq{Y%xPJp3jvv|gR>P1*(OT?e<%a<`Lk>6#p~Y>j=WmLpjjnj@UU+MY@#vwaDP zF=kiXtjgR)Xd5>HW89s+!19gHAUT1hFXafu%K<(LX=F3DZ(bArzk6!}Kk}&xRNwyQ z>f1KO=iDY6-&fgA*VQoSC;T3hUsSWPm2UmNUN$HM@92M_L{l<|j?d2pPi6e~p(wu! zuxiSAU@J8FA5r%o{fG#HjAcvtkN|G%{6Gg>?ZP>};g{KQS6yBnB*I}4uW(F*`HJZS zuTQM7NL@KcCSCw3HPf> zrL?>sDW|~e8YIcgImt@TM@4mW*;6=7Cz>u-ijStl0dCJR+Ut5kl2c1~=%<&gn0G}c z`lYWvvQu=9%WK{xSUI}CR+hhFmMCD=aQTl6+|>ZXw>SB{6cJ)7L#P4vjQ7eDt0Vhj zkcas?X1WOt4q}iKm+n`i^>UOk8|~f1D8!Yzt;nM5Tq2m-8T4)SX@<0F1ls+=Nhz>C z497cla?XZDWwxZ#=lTn7uKzsEU;olNZ_tsgh_S)0tNI|u* z;(nia^FbVXSz$?YQ?M}y$<#?Np|vanRfEf#g0>gp^AX08vB$g@|4{n(lD-NyQ-OC! z4g2`v4<&h-4ohBeTMEJnm{yY{4#8o_DJUfnnWWZ^4#3t`SzB788+LwucN+V7jtxyjT~=Sp++#@TcTh_9QH!Y~NCaVVogBFP3QCj-aF^09JkkGYr?%P&QSJU#U3yn=e$6yR5)X&iKQ4VR6}@1@@&YQ!APV;$zLMdpa`_VV}9DDM5cx zQl2EV{0@ic52>^+tq{2HtO2D?IZTH}RW8r?qfg|)hd{R{*x$nD#BWaZdutmq4u84@ zt^y985J_?1BAaw^vCr+#3fnpB`QmSLC5f$)f-i4orkpF45*DN`IafB@Ox;mLlwj3s>HY@dsnkl96!kO zlm;9XhvUOb!xp*L*J$S^2U?{0$#L|3wAlTH8Y(Mj0zb z>_5h*c%jVbsOOq>Na+)kkBpe4E}eu*BX4`fx4tY^=vz&KV~g!i9jKdwNO1GKNn}55 zpMPMeFjZ0|%U^VPzIsd3;L|{nmNryYTACTOdcoPhsceLny88E$mQCc>TvF?`ToH|< z@*nBIe3N+8feoa%r9WCphR}P)6Bf6$)Ruf_ri?Wf(`)1YMhCFK?cv{vStY;n39ocX1R2m6#wPJp?4BJ15fJUDDkl zJ(14Q-Q7rcNR3812h!a&VC?(s_xu6d?%?io-*L|C==FY4^LUX?HHR_Xl7NXC9w!e) zMkdzP&1piXoG-{dFhS2g({tjMuVbS4l6R9~lRx745jIW^pA=b^(8;PV;!(Rw+uGH` zL#no%Gddw-R|4S|{jP$yJUA&Sp`KCLi3-gJo}DfuWOVGVs)3j{#nb1}diLL>RxVnZ zO3Sgcwyy|%r2C&0UqAOCQvsVKrw(ElrKVoS|_a4_iz`lv}A2ZT}_K zCBNRRU%YvWPFBGq-fl^gzA2Zh`bc!?EjMlvsPlWLaQ|^0NA7KLrees~>-|U`BQMxq z{cU-zNy?iqX~RbU=%6dh{nDS%b4Sao-zuvO4luMIr4NL8bece6G@nuLR(mGA@$zdr zNyOHHkdxD8dDAZb>mCT%nGTdRXc&tMdSFNAEjm)XtS2K*1|>@@O|4f5XkykUtn(d6 z;p6j3DJN|FvbFw3-0V1O&Ih6U_sd_7?-sE5co zRR~Uhjp#X;EYV_fp^6W)2glkme)1mA(c3juJoCp?KGt&F_uko{-{?id?R~c~V=vqj z=5tmsl9Hj5r+z>f=(NYs!}O{xeUvk4jHD)K*>Ml+(Run$*v(E1}q895D&Msn=JJPj- z+M8p3Q~%#DM$ue-Z>x@@__g5D@9bZEq@pZ}Y%ALs*cm9g(5#m>cvnzA!t*#cAIi8h#I!}^RU#h18R zbD1Jt20G4M-Z}3lRIU_5m+nz&IMP2xLdJC@t-PyIdqa0kE!iC^L+ku1Q+W|}OBm&H z9g$b&cWjYisTQuT*^gmFGm13CCY=iWZ0UBA)PZjGBbY1ZxN(@yW`u+?%hk+RzH0xA z6MB~q2>t%cG{&E%u+{Tx8oi@0DhrdbI;N0Fz4@1Z+X8V?W6ZRqr=V84lUWJOKcBia zgJN8+RsdZ{tZ26ClzTYGJzA>BVn;YZ=$)JVmyoK{f?TJx*W;J}yuEj}MZAt92ZyI6 zp!Ks>3nypm+jL$#&jYy5fpdVa*g}Ew!r8MOP93Q8-QPX}0~pnKf`T_w_r^>kg2~On zg{w@oscRb=QmCYy+oIa(m?@W@ThVDLTb;x9L zfO*VLES-G>A%t??ba8+$jz(msKwlEb9dnfoG}b$7!VzR1resv%jxD{e0riR!&)#H~-!cnD(1j2TMKQjL00i(K8piPxa@ytFaLlQ@GGYa)Xoguv z&q;j+=$T|o`>+zx!xULG^$w+d0?)r5NXjQrr27qv*zzX%ESPNo^g?Rg{vw-LEnG8V z_@TxN1$Kc;$flGq6q5_Vb5A@0K+ znhk%!F^p?SH5P3;WQ?I1o!;J zHYt<`e9C%S=2?los;3lTE3dYH`u3BkQc)zXr=2u|0Y{`+Ha=2fnO|8+2lvARx-$slp-{atP zXKQnUOusl|jII|NBNUkI@TM!;^2FnA5n@jyv*(_y#M!x5oT<^;k?S|rnp1=d;fq(a z#*oxBJnbF(ZrOrArP1AtgZ(9J?t2h?uVMnvH__1c_hH#0e#7MQ&{7-Csz_zng0Q%6 z*@o1W)ZanMuMn4~l6FIB#d+>k>tdOJsSn*0#eY7dq=$7{)-(Hln;DyvSf|?;)t_ja z=v3{0u}B@QEUydMg|54hCyob*9ia^clth8?y@kgu zkcdT$S+w8iRjhIz;naYoztkGxSQxPe$@!_?U^#QTJj{~~p8xV#o8kus`VoivWMHGd zPy~6(o3zK5VuZjbOoZaT;|~2*`C2hFbUs*LLQb0U8L*#GTu)!g)x=O=FPPXU=NUBj zl9QpnW4REvdU-8~2c^kK+2nadYU&GoXVx5&cuyRG>m1-_fXd z(I+$qn9Dy@^>s+vky(8JgQ2!CX()s`UEXC?cwU6zZIc7xFeX)iX^mG7*IiWE!({Kq zWa+6+Q_~ocN*~W~tIFs==>NDTn&MxKG?7Jlh`M!V>|6~(OO|fSRM#@h^fv;x`~*+E zwB2(uNLuafWhS2(`_H3a+7(xS{ve(Yqj-mU4(iRy_^k?s7xG)yMXGq-PvWR8nNLR; zQ2hPys5O*S=~B4bioRFp;q<4HkxQo#f5e=~DuGxoXhk}*vEu00J814kMgJCyAm1U* zVf4;_Xn-sfNseo6{VgLIeX;iT`LM^F0?O?pZonwl@rP3V=HfIAbo8c zxJvf7-VQagkO|0`z=>PDe7YR#plj1-H?zU!)<05<_ZE9BG++*VX*0 zMi?gID)1~;E57jMH8g~KWYIQ_&R3VBXE#NkDIk5&{4hgh-hKIm78St!ew85B>#5iG z7Z;?OL20;rwnMol;sFbJp*Nmtwb`O;2T)%#x8%K|6a zLo{rrU=FoiwP7*GSa9m06bN6K_Q|@6nNCoCfHDmb*~7cJvst@%XfyMp@{IBDW8pX$#gZz$EQxgk71M`6umIZ8GRun(J~jReE1L zN-3iRSr*GIi+Ap`n=!3PQU&vuY zw6=Z^fwqu5Gw1&z45pRMuKU?0a-2K!Yklny-(hGNI|~(9SM7ep_38Z3fNSko|6_H$ z&TcO=@ftxapU?d8&-cS`fJ~={Ytgy;np?(ea+q2|(pQxvFaNe7>8uc3C`(_}*rx_# zc$TC3{d5b!`77qtR!PF?X*CZP$}X4t^XLBG7f2r5^ed(7o|pVs&Hj_%VlhV05|QeA zd6>*B-*)1&B+u`h9rS@a7jn6E<2ou7b$));!E^M`71H@*g<14JG_{K{-u*hQFZ>+e zMmLJTuY)aySF8Rl7EB>7Ss)9gE1GB8^(BuK4FOqrm7eK z9xbSxcIdcKr~Yw$>jx9WG2&X{rg`|qT#&7Wq+y&k1Q>7# z=4e3rVx?W#eIl=!kiN<2APUjs*cYAn~P2)t5pi&+feF-YIPfyeuz)dI~K zy&QV1O%1oI5*3Dhv$$OuGw7^3R;2gLKDP_H`wPD0ZbMJUM=>@bQlPXlvH>O^KH&Mg=G?cZm>WGPyaI4jy|xebNqNE( z`TqeE^2?BH;`5sFosp@9LctlZFDS;{?qacjtbeNGmu5`Yr)i{AYF4{g;FW%Dx{ z7MRq3G68ix&QRzAE=iB20}(D$KzFc%JMp`)kIxl7>(7kfMokE| zqG#?!u$P=zvMlDzW`)ocnwQV{*ptZkUFJudtD?zsx2$XFx{r<0z`ILW2t$|pn!lSN zJKU=HL0?mxCGQstk}n`w^Q(5)Z=?Ga(MZ#(Zz;IZ&Fuvtj=WfT{Z}SN-fTg)GFBeVJq;dH zqxEf=6b-A~wVNC7zh$mW&RCr9<~beVXw&*eUI_^SF_&yoSv)MTB6M5cVnn3w~2-2oF8h zcq!EHw0k!EH4XiEil<0lVN&kkI;E~ti~a=ZdP~hWb*RPS0XTVh5$Zce682Rm5EW`% z57S*4%RM=W!o^0pTW0bS;OqUIUsudH(5S~nO^z2M57c|aDfQoPc>R)xQNEt%$+Ut5 z=$b0j(aZs=zeD{UdXapR+p4sI5S`RV~&f9Jg9bA1rjj`6-{vP3KNt zOhSPnHpI*%at=adKLnK^z!V1#mz0MT*`F``e+w?62t-}Yl>{jqjSO#Sa$Zn|HqC1M zrawnHE`Fls1Uh^Dl3@y0Z%PUNX4P;F49J%^0Jma!g*EOji!y`;$!ZQi^%C#I4g813 zRJrwfwR|*^y&^vF!Lmg%5}I$bc-ZouLwj{Y027o}x%`PmcTzWqHQmh#lEb%-Sw{?- zDbsCUUGiVGL3mY1F`KprkH3}t^XIOLebqt>v(T~}f3l-LxTf5+E4f%5nn(Y*kQzS6 zGY(lBJU-Vo0)pY$`hhEM51hb@YJYHg&uKcaS{@$SjTc8Ghzp^<(%{^A0zXz9U>JVW zoLUbCOc*1WLQ}e}LLHm~tk2#E+|z|%hH%d1 z#7@0WTF|h7S5!NNcmKH-*=2cHWs-9QYjfg0Rb8XxuUsdlG)VpZ0z!8a2PkAim1zw* zLvd@r<4?NPpu2p$UI>!EC|YBxSa40MoBi^zO3(d>2k`MtQTOw@ah@h;0MiH+QmT== z_0D*GK>AY=8fq^+2AHlef1X|$zy1#`+_pq#kNlx|dKmCetXi4y8#W&wQz5{~hS%++ zXH%oogVMcPQ~`|YY>@yxpS}kqadT?TGu=yB1)mo&er28EgvpD7URp-K07SNcDX98aB7vrQ1dF8F34U*cX~HbUibQ|aqN9>KGxQ3T-IPbOZG&3`L&OChzCKqFBV9> zv`IlpkOTN-pug31=Y2B7C0vd1Xqh+1Hdn-f$Y`gFT9KsRv!77+J${J6<&_8F>cHqLIY z(6%Nqu>AG6TV+8BiO8LWj$5R*fUU#q?@=#5G*bLGk^mq(DDTYT$ zQH==@TMugGZ9xUI^BDW|zkX+*?jn1BU|RNWssRT5lft&m+}CrpG#VPSx-amMD* zxXS3n>im1CBfXsN+_bT2Qq(Er(Wsbyh373T7ayw$89LC|?52V=tPh7;!pzR!0}F5H z1m$7yx7uQDuqcI=_ZLW0=5i$k*3b$S^-iIA-dD7P2D?Bi@hrFUo^|OEd`1`^!Y6Wl zUag(oG1Jp33m(;*0S$}Y(`;|vIS>BO=o?$m=Bb?Oe2Az#9E)pF#W0X1A<-faf-iok z^ioz%IDtX2ok#m|Um|L6feTq2{8A^3&*b$Pb)F*EbEvsI*~>$d2q!%gQX&ropm#;wg=aIQU*9;-&lwGW{1b-; zULZ6|JCFs9wmBwOdb@OpH?&}aI&AqXK(U|xfgwdU!7=Ch|7`y(x{ehSrn0T=5}TQvU;C8?!- z7b-3wcAsh8_fxb8sflB)w{{!za!r~F3JawOx&h8K=hIAL&L--t6SniMn5Tvkg$j_} z+d}EB&-|}5=3=_l-0p`}&l51OCcLlKPV`BePhL5~JW+a4tH-%idW&+gIVl2vMR5T8 zhvz$bNDZT7CMfFNM3S@zjaY$^gS|-q=k_f3sRtgqyjO0klE1Xpm);l7Wr06w)I=mG zGR=})({r&Sl$doS@3QsO_VeF?U(-KilorW8No_^~Hxqassfzw#V-*80@HEFS!BfnT zr>(d(Y1HSl0uX2_Hl|b0U8Oq=E8zW0@OivuzzoU~0+EM2?Wo?BJ*_IEe1?&%L|@XD zAn+&Ur@f5tanGx$lf2s&-5U*fc??1kEIRbm}-a}QAD6~npHBtRO5~O`q z7P5wk)Ex)?SW{DA?lhke6Ua*%d)3cZ5o)=dFDh~ zBkoyIx_$W89WlZ1L~{7WI4a}Ew>tLO69RBKC|QQZKD7w_iqLqZ3B3Kk`bX}^@+aZo z@Mqc*qA&K1Msc{HWrE^=s)ODBznOZL3hAG}f@B$rXv-Oo34F-wJZTXxJfmK^1A>fDQZzw|PB#&*!F1q{Dzy7$z$8VLk>D8-veb;UD zvRbi(1;#B7dHc!W@1X({-qHicZ_=7%JaB|~>xc7c#{3f4ksl8HxfGeZBvzV3wZrq; z8$4TQdFWinIn1~N9L12EH&y(8`k#}BA?i)-^>H3{Rvh~qcIH|skS(lC-uJM+X?ZNy z1U3e6@1nFfZt_-mMEpw_(+za}WySPzKBKH{y1K%p#E*z52P08eyHk4g#b4by*c0^Q(A97vzaA!83 zWCc`JWpe2btteh77Pt{nZ3=5ko@OyOYya4SMs-Jy^eDx-`f7Gim->~nK|pbX5{Zrfq!1P*R-xI zNR!w4Hdtcu27J8X5nk~aV5lKzKJV`S^_wu=hXW|CbZw5xwCp)AR2rA6K?%9rgBzp* zv?PdcdS7;A3%)VGpvR11jYS_CWbhk?-cB|3TaAfzB+R`z0#PQ{)jVa z_#H3GM#TvS%PrbxktpEw2NRagN;Ztz8FQx9?4Bu)F&h-NN;*zL|GCgHH|)0h*$XJ* zjD}LXR=Ww(ILxyU?~|!NENa$RP42jhKjO(5!fFF=*WkV z>B)?FABg61)Vy8Da)$_~j+iW|3=&uU=r3@B5XT^SV;Zdl zPA|>X*=ZQ&6=Ci&%b6*B3ulEH@UZ=ZdYd9b3)y4|lY|B~me2^DV2e|ZqgF|NCT|2i ze`m`zx?w-nfQrR8OP-{EaeH8%DSk13azxd8@o+q%`|&sCjD>pgSpjFF0bwX(dYQ0K zrk^U_$!r1ufrT=`C>Wq7ks|o}LaM0;;vzbiBOi(Z#$2VBbJFhPAPDoPNq`%gj#ivH*7~P0p;V`4Et= zHAcHlr6l>aPi8mv3`X5H8JShMEVg%srelbPJ4ik9jtwqRT`*lTL(^`3a~QkVO!G-! zU|2-b4T#bB_tV_1wn0Pt>X33CiPK!?ffu2W+6)1ts-KhAi{Ki5IyFuQSua{kgdBEpU->44aaO1jtR+{ zgM?!g8pV6vu+w2ra9e1~9wMe;Y9bsB`*Uc>noH&D3~*%ne#<1EYL>HbBciU;P#42y z){-!g%cPT9#@x88Ou-!71~+PMo`LY3(Sv@#zw(?+5!ee5D#=j4%F>!FnrRv@e6xPX z?~j3X%BB$6r#2{!#_`l6uJ_|_%ukPM-?%q4C4yR-W7v3WKWeO)8$3Sb#+f?M^eEg{rxC=Nm5B@mIpVxDh(#zX9a$TE0l>A2?`Oy--Kk77_EkMFk&> zRG(v`k|?c@M<)_=dx>w&BGo*#nV8O?zYmEvO#fDYKk5_C9V!L<@mcW9k9ICc%7ue%6@({blb!z0cs9tB2KPSa2{Vr!Mw^!o> z{>NR4kC6cvGqFCOKevzqXTQ`8rqlhjNz`MLs^ydCxE{bmR^2*(YFiW3#)#sY)7QH=f)7n8n=IsqGww%<$`(37)-ae>bOT={vGVlM(gm4=;DC+lpnye?anUq9xi6QFul zqHU;HokR8EJDZu;h- z=Jk+YB7VK${^H_cSZxONnJy0Gc zz9Su3a6ctN&WCj8O~V)-NcOG7PsVZ=Qkikhy%%aNgxMSW=z5w}$IX$CpN^^#;!6t@ zC3(L`2>vRza|TG$yuw?8=pE>*w$7X(N6I8j_jeL2a`VrX+GZLjqy*S2u^XQE$X~)T zDSIX}{0A1zk}ipg!DbcJ1Dt#7yL`bWam3DFk>D8K*&$9S<%k1k>A8brL9P7v`vtDU zACWk)2ES7N{RR~DC{h2TZU#_jERE7EHRwOI#p?MCPKOc?XTyWk`j`3nZnHSQMANHX zivIYih8B8##thxK59@N~)IE&N@6EHLyFLyp{1pzo3hZ~a~(NB z&mkVfqDBR937fU zCK2wJP0v+w|JtQ~P$9{4K!OWNJFxU@nWCCl&n5G~vo^%>LMLVMO^m9)1)A?J^N53& z*@^UZt-*!rYRQq;xv&JP(52O!UyAh2DqtWY`iCnnlLnI8gurUWWcnr1%%CfVK0ZN4 z0oyhf_Z20K8IStO?G2_rArzpMnpFeC>#^8CePFUPFUz$arI)GT(_-O9UUD&Jrvx%d zStXvzse1|!3^?!fl%JzsWk0)=Lp|Qph$}q^WZa1a99jn{@>GgvaBwY5T zjqDQyJGWY)n>uB1!rdW*p5n*$@q`X8X84W3$SWaP^Z=?^zpsHOl#)myY`{W(j=fls zVW~uW_~qGGo?LOIQmIL2w?BVQ4>aajOIXx&rO_I*p6PH<;{uI)D(Uhs0re>V9crLn zasRa%we{j)q6h`AN02>g$(!jqQqsqm2dPl_jlJA3j0F$V<&*OUUFksiu7tO20;;8#7k;`t?A#^xPS6 zvg@@u7BTH&y1HEKezmfmZJz;t-KMwY^J^2^&%qW#@hgqy9bRm zG?}yKFdpP7l+i!OiY9#u)%)9>#xTq?zG2|>&u4+rU_p;YaLe!%;5Z7stDD}f z4n@IH`Dz7PRy}_=v%KrLY>U|XTy8GAjJWZ`)w6YxVc1oD@t2eUTOAmk9DZ0 zA9TKk7w+>g@~1WFYtIE879z05tFpoJBmzN}#@+Fhz&RYr=^K}hw5;p204<-pKUq9< z51Qve?v}0}QJJ%?QwSP9w%prAg-%cMch?&qH=YZg)Y|befHqg#`@i{-$+L2NWoGo& zDT!MuLDX+{`GuWOTqYJp;9!@T*PBlfZuc1?P+*L=P=VPMPRuTdVu&^}|`0(Gk*e1c%mX0G(~im%8rI1|pQUXljo+;`faE*s0~{`X8mG zA}kk*eh1Fz>&PPyGV|%^h?0K7jyPGSlW!%yAJ!ZEO6r`-ySrI4j8mL&x$QxnOKASm zaLq~(UTNl@bm2s+$CVQ(zXoHJKN{le@T1}(ENmFJ=qY+WDwBae+CVa(`JQAqJOKl7 zrF~OwL+Cd5X~Dfs>9|_(h?k})-UVf$kDt3`a9?esJd?^8(xT&wpdk~1kZS|V>`2$c zJR^CSn^!{zYADG4r3vQ&S4`o|5mf7*VZPY z&2Yz_U)vnq2N2BGtoYMtKMBvUZmbKoZy(r&bzhVuRskB}0gtaNclu6~5dhT(EzO>w zvyE|pn?o1w%LuLsz0wbiS}tpM+ZAJ8ff$t~<1dC`Z-K)ZvL5Lyv128(Mf{^lS&Y!X zi{Uub$Wcq_^zYyKS$GM%Lz_+!JT^Ha%r^o5ijHD z235sO=4%~I(;1zU`~ii@ZJ_Ah5FeL4Z+suwD`aCEwOS?3kma18(5oE7yF{=Jy@wZ3 zE&&p&b^Fxe?M(`i@f_*Bz?W(^j6FQXA#{EKblV`b?xIJ04ojY}V0CPf-TCdko=BFQ zX8M41sh6V(5>ly`YvMHw)~f@CIh2479)nSmTZ7tuO$zx<(R`=2>X&O}`}R&Kf*NPXF{_3#kd>vCcD(UM&qUHPN1hxg{^b$@J5r5s~#+JFBqvgXD~1+d>}rNj0Lpb zqMx#r9Y#Z2OY1t~HCSdQEC0TAgY?cxt>3YACVU6iq29uCEdXY0HcPp$=1U)awD6;h zAfDjv-&ya$n{$nuY&jdV7|SN#kCp>Au7Jc(H(IFBI|H8V+li_QP4vycURv!!(b5vH zOu0mbmgJZP^a8=$@fvPio@abf_`!wxl(&NV z##M3S%R-+auC-4^ZqbigrC~Kv#YIgqvm9;BZX}M|6au$|QQMlWk@DKvbQz15P**Vq zWZvEIsS@M0PRdQ25sByseX2uQt?{ioUs~AZ5wjN2Y)QPfT0PNB;=ouC8B(M&zG-&X zJVBrS>D#SC82*bhz)i8D)D;Xn{OB*ok|{kiJa)b?W}qf{@@l{T(BWgQP5ahd?)o=k zBFf_>Bu~B-MG>zH)cWjb*%G@$SNUG%)X0S|g6&iEpYOGH)GbqCYar~oS$Ko0;Jf82 zT4lO__h_!#OFmC?zKk9K>lkA^uRjh^%ZEk6LA%~Q6;A-Ye|ssiyEYb{2~q-QfED)e-pV}Z|@5f+N)dCQm zKvh&#M<<#h*)H=t9P8A-c*G=`h>a2CdP7-xlFHl5g^3yp7of}i_+T$SVxZj(~{0x)Cu@0V0)O&#lh|k&_ zkn=xo90tDMPs*Ytl>sTVfo57yWyRnzR;!-?yRE3H-+>2NB5vVUWt?XkciOyi+Xj*+ z=cGFR-%8dBcYTqPT`5>fP!mT(<`<)mLY zX)L>xAKH6)=>D~8{f7+JuI7e)6#h}0B}`I*0~}oOSOr&ddaHrk*T8y@Ogf0+0P$<> z+^CpRx0yeam%FTI;&}AL)a6atRra$`Y#T0Y??5S+!;F0=p2`Wl=NHmcabo$M zy39;xzW_-)JMkHNZ3j>QZ%s^83@=&Js_Qwmm5{u%?QRm$U0oILqHJ82iqei`u5OaQS}1&sW4}r3s&6hYrIrS)prro z_$MDs>-MhZ=%KG~y>~JBXwl*Bf#fYLrtPL?oZE3ySfMJabnr)tPw`rFCbk-Y&8|jF zb*A3wmKl{xEk8D*C!0$`|JV7oT4}A`4FPqt@S#RhqkUo*PpgTNh***1+%Tz4L6(mi zZX@<<>YrCk2?QUabLP6fLGUK_j#<+`n@C1oqN94^e)hLb7Rgg1?^5Xxm|3^nT->-%7o=IiALPp(DHi*W zUE>X4X0%xhk1mMSn_BT%UgV=mmT+m}K^_CLX~fHDP3KUh65GUY1n}E%|JL^C#5IH4 zqWdz+<*`{7>Cvydu5esZjgO#>;R&Kvq6}}KI1TvM+^o^1`qH62h5I?i=YH%jE+YNr9`y7GW~hgy z4RuRMn$r&}w^;c8EzhwLEBLn;wU7&BJ?&rbnPBd&kwB#!(Wwlrw{zfPn?Oyc;Pmi* z#htXW&BYLb*MDe@9^bIQV+^x_Rybk<)9-=odAS z#)PZO-|z`yUsHVaDMf*O1$!`cY?j-gpKqEBg;^lXKQ`vmhc&%?!Ke5r@sZ ze^sKIlvw|CDvE8JDaix+z_C0GpwWA{Dj$9i+lwZl{3Vz^)_@7RsJ0TnsQFB z;mO7v`qqhPKD0t^kJ@>wwwFdWm98`T6J+~<_uos&-32PHZT}wLUBTq<(l)>9reXF1 zBZ@L5MU+K4FZLt+26MLiJ+IoaFo5va@wHo8C4)VxC6uT)v#= z781frZMGZ!gFPevn@^bXwIL9{Qvf9{nB7r_ZBijC<+?d9bYQgXHXOs?DC;TYPdiE8 zcH+rk%c{YiOV)hn{*wr&CModr8R5OZSOsV$BN64U8;TKvY*CN$VP4s)Z?iBOc4j*+ z5QyNj@bW>ohrmoWm;Ui2#(2vR8}9sP(#jR$Dq5{U=BQc#s>e{8*$jlJvu4v8S7emj z1z>mZOV+FTICOeJc8(zn?Qc45oMLLL4!Fuurq5>A(koL&rSi>e@u*cN92tN*Svzo7 zqa^r1(cV;SlZ5-la_ne4l{RjIBCbBBq7#uoPzpv&I4a80xya)W#YH@%5F~Eq$ zvl|(T8N$gp^%u1-;Zy_}HKCs%xmqPp*jV@xm&y?22jvHoa%;VC1R>;LNbyO?Wami*1fj1-Z|`tH zeVuz(W9rk6M(gK(YK4Rzu+dx>ql<3pjQM0XYWy;?>?D&UpY8l=w*s#pLmV&4m;2oZ z-N<`S{e1BzEVs5!CNn(DRNW*V8csQ7K;GBB@e@C~0qU4xn-&jxdnZ}3MNAn`c*y1i zU*9@&qSDN|R`9o)KB*BYk)CAbO_&^3)D+Opgl)QftY1a9dE`}6R>q9yPtWlv897H| z)71v0Kzhlvb_aeB@kCPSSU?ytF>#qcNx_MUfsNY%9dp%i{X>XG-e_R#UcKrjrHQ%4 z_7@Sm7Jso1%4xdx(o-!wos_+};~05Xk$I_GF8}1 zii~H{F0&++{%m=Zo6a+1Ti3F5x-9m*)|qQI=$2RI`AtpKnl-)$XMR-}WIb!4MB*7r zk9@5=axxal;a=H&39e3>g4SS1@j568^Q#Ud;ot3Y z5{Yu(YiSD0yBA#^k+#c!O@Pa*M1or5$15=FYK-+gAp^V(yxRB@uF9waZL7TBmDYMZ zR773v8{p%MpLcYs295MchNoR9qK6GAW|&io9d}Hcv^zVN!oU1ccpq#$w@Aq73kJY? zy;#bbatGb?BvL%?3&8_pC~bj4;E+g8l~;|4Q;Ao%0b&ZLktVlV3haBSEASN03OWz1 z2oO%!R+uk*<(*0z&9S|#k&%2!U0k=9U_oyx4KuE_4Y?w0STZecbzQ_4bxRqPXMr(3Q1?AM zP5vv5&^Pjq9MT<&-)mXN?+;A{%mbHF=q2y7)hKEG#&-PAZf>GbwxPaM29_`ZyvAz?&4PqaQM1zRn#8;6Z2 zaOD*3H8y2FII%`HP(=DzHZafSD<{yW8kGtMmktR$+a%roi(K2M3^?;Y1fD^v`5~~I zB4OxbeCAfN; zkzL))Suc}ccZdq_T3iHAb1Sm;I_wHBLS1dTKZIl;_x`c^WqP7La`_cLEc}>mkhhIL z;IL>ce}_}zA75MNi41aZUn6+ag%tu+Ky7wvJlUyzWjeeebfC`n?*Y#@U@^mYFYAZ8 zI8s1Ap|>?8XC4FoBiFPmLiLbigK^0wAcbupc>dv10?=p{|FEdg$|ooLkKGIoeyq&8 z;C6B=YnuI+t|uFinUO8>!8G^V`G8#lMxrT(Ten(I9B_Ow?x^8B$5m*g5nw@FD|rc9 z${f7HMl`1!aV?P(p}Lr>MHPrEp_1bNV1@-Qf{)+1B9F^3xRxqC(cyR~AZOi%LO>67ZxTN&uF z^n%J4LE$0L8?Qb~!>z&0jyf13L}>%3DQbBRX3Igx|MnGaKq=uNbFIF4Ao#;~*H`JK zIF2-nL+fG{CQ|f=uTJ05lS?+PFDCG z%*p(6d(+}t!Be^nO&Ql=It(dzdv@=swjo)s5u@>Z@}nXi?)v#m8)h(bSDW|nQN52I zu3jqvcHwq7xvU57*rGbnZaSmCNGk;M0Y`qp^J+R2fyKR9#Bl7vfv|b9q@1Lm!rW|$ zXnVU&}?g@7Vbk%kjCOGuIj z4!Yiqw#Qwr+q-?TNJLNCR;B)tcFIIM)@pb-awk}O+KBa1D|6F9YGo8jVnnjNM#=t` z_?Gb33iy|>A(5%RIOAE+a8iH)a6qfBEN4eh?Z7)GbpU|B^dd&GL=3@&Grw?v{kIQwA8Y$zGJ181DzRSI zxiCih3-rhp7LjPWjOoGvHta8VTl-=Q?@+2hPAJXWLeS#vgi6Yj&h(B+xy|KT9|raU zp<#_3pU(So6zVC43`n+B zB-SV-apxa9e{ZuA6Vj*Cn6OU3RLQua;`=UjQ?zSuctvD+)y4j4Yt31XvhafE$6(IK z*}cY)LQ2WW?Oj>YZA=QTg;rl#>W>PkGW{w)wB?Nz6&+|GU-Fsw=$x#r)q-Urk2Z zD&Cs!Rh+mOOcFnbSLIp-{%kcW*d_|TDcY>NYEmYZ>dcgN_CIhXjS$V6m9=?}`4X`! z^K>eoWuG`J5{UHR4XddM@%3;BC^n-vU#Ll+GDY_Ua#OTV&dBCGFtRIyFL9Hf z%im*xt@GJFkPmmg3VQt8w3ZIDjeb^RCicjzJ?Wb;KcJ2J@mlN;%>~a2TqNwSD=Bwf ziiGmWZt}~YYyIe7!P;({SW6~tbzI}|r~Yl0L;NDvWsTGTHB_pza)gJ*nx=(#7Pm`$ClK z*j3}l{3zcK6OLY2JP9AD(aad?>4a`3%+|iKcuY7>k>e8s9Hrq}yF)Pb-n(mOBigH_ zoE;Z&7)Q+@8}{$izEssXK5{L^QNNZN1mq5)gW@-o7%vsF{)= zp7S79Ci}Tfxl|)>5Y3nJ;K(BPFLqN0%u^n8ACWRtlXnb^^c?*^0B1p%zNO%OH5}*o za7hRBu3N-O<=IUl^p{YELB=@p>#EkKbehZMQ*QPQ(!M@mRAh7M^H(?G-P4>_JD z>Hf=qg=rnhdmUAh`M(qII&p6q9^bn)&-m_L{z8sKnw7(!qAG#?YoyUe?}%E2+2B}2 z-}vFKFU7KDtw!PsrOc;3uO3bbwBT_hlFARUZHxK}*ta=pyE{JPUGylW%b5S?%;9=^~MD|!4`rUwiO#=M2r#Jj%tp)+w@r@Jo)p- z5yyPCPv|RW!_s}9PQJV&gx=#Gin*(g!c4b3$HcdW=TX+K!9Tp2kxqEV><`da87bd! z$2b@jyMG~lJzSn;n7QN76I}d!%bN6>vPj}??X&BF;oE-q7Y+Xa10Ug14FgYJTuj*h z^rsc5v7~=@zg}p6Dc5A1Sx-=F%(s!*b2MohLV``a2OUcs{{T9XY_ycd*e!-eMk62L zR|48EM2qqi?=}zie=2rjx*>@zcLj+Q6Vnmn`cwC9lW2&Za7e%cr29l8_=Pv^Q2PFq z)J1XZN**ID4|;G9{ly-f)PHM>)c#bTY>&{@au-9e z`PZ)Mx*d+SGEI5s2~l>d!!t&4_!`V_20|AW`u4L2p!+~^{{W8)T#W0bUYt@)#bVs}H(4Cn_>E=uyMX@yH6!^}blw^9 zx-jx?G^qgYCy{gb5lS(s7ooiBVX7~CL$I3G!%&rv?gr&5%0WWkUdFiHU&75}brhO( zh7GJ*7S47a>+TIl3;2^wnWEQpdCj@tT-r!xQS}{hTegwuI+dG5@ukK&3dDx|xUCgw ztr{^{Dl>PBIh&iyy-!GyOfjs8!IuWX#)BQD~HwnwM9tedGNk0-{)7j1YU*mFf0UCH<|n(Nsp66}K?w=I!fB_uQLU zsO!2?8HNuZDXl1F+Ej0hIly?>_4gHf$Ci-k{yMz1f&_*=s6ry(0#tSti8Z7~cyFb4 z9AGFNO3*d9`IS=gLAWa`p4Dm#c9j4V9lN&yv%lv;V)9=(Hlr#5J?uUjFxloB#p7;lgK|x-`4y!9+!BQ?U^BQnB~rLr=k68hLbHL z;F2WpZS*^XVpd#dp};kS_BM{@Zmz_5zkgq} z+l+hQ;*Zq9^h=&Gxub8)R)>aJVDT)F{{VY>j?{gT z{i2_RPnE0cP?Lc6jB)Oy8tD+DU^Yv^JRPnkk0+)^{{Zo>mTk-8h#eaX zA$*K=`6~;=Af~IP=Quixq4(Se_|!*nNQ+x0PYv43({`HY{{SJabKWn>@WrcVv}EW0 z+E+!XF7F6if^b&OR3qrP{*}-8u0QytEZh6=tM$)!{{R}+8<8!Jzd%rR?N0HC0BNvi z9)(-{E6#jbsM=mNn%T;-VgM#!4-8$KAFX$qRE9kZUAZTdrQ4`%441bV8gM^eKn$OxQZFU;#g8ZK=n~yGb)#Gqq(o6d=k!lH(*(^ z%K$=tohy$SvO4g)vtsHE4f^<8jA9z^`I0HFL|FY1xeJNz#}2uxSq!WD*00Q${ey^ri!mih1NKPy$Fe%}3km zQ)4+Eql$;rQUNP}!m@~OOr#H!EOI+w)&*I!x;CqEgO4&IpPeZyqN42XGBRFb{-m{c zJ{@1PXxCQ-K5fpyv)5v61M_O)?2s8yH$r)@K(L5MquJY*$DAS0Ki_ig`U=jj)-1z#KTOvQw>p-_Zl=4}Ooy}FG@tj%@&5p!R*cepm%tj7pzSXVnCI7u&zt7gEaM>l z=GCM=+nfIYty6fR{?G9AL^{gxu5;>hTGLl)5j_)Ulj^Uw+S)LF>}<#Jf%` z{<8VIWC!I%ROjiF{OYBW?v!(mwdl`tiEMp9z9;be^w+FU{k9c4Yx)uCtXZG?YAff1 z;u{xiE|F;2^ahcoie}&T8+bhxoz}Shk<;xDqgPqc-|p&G&GdSj8|w>(WrFHCSw=`h zk}KwRc!K<}#m6KImmkutT5B`tT9t+Ph})|$kzP63_n5n(N)O2bKz^xyQ&2~k}fGE z$8$*d$jJS23XrT+9kmIxy@pD z^6uAHy3?+b!sN)-`H)68Ngf*nA6y*Ny>v9D+#S(3guF#@cdS`jU*9l?$}9wnoz0$^ zuSwPhQD5QaJM2A5UuZ z{{R*Eel2T3jiPi}!g-M7@J>2rynMCIl*=5km|b!RW$XSm(TATjEczaPV?jc*ly+yL z_)7X$@Rx{T3^v=dOCN2Zj^3Rs2S@TXeOav9=`3JH2h3+1B-7kww?O>h_O8*s6h$z>)Fe`FMKhmn`T*AT}h5Z_hnB| zDiTj-RqR@_P_YFCn;qM&YeUdiJEz~s^hSmX$!pbKbd67oc5QYz%YT@TDEXOGA!x^SK@CuF}<<*-F1EtOXk*+PMSw zn!7zZRr@q?Fd4=JW3gJgn-fcOCdh&IazDL{{xo=y4c6zlW(4QxY70pKw~r(4xgV`u z@gnBlHw%Cybd){kQ~ zx;twb40?mUar37^+PkY*QqCKwqD2wN{$X99VUGv-SD%LR<(0c(Pc`V-REpra7%99T z*NWq)bwKm)8Yh$xs%Mo-6dlg&-;u&n64l?+v~P7 z3=Nl2vBC5ryJ=Gznvd?@sL1z_kLy{@YHJOdp?W;MPfVPTyKx$m{_Ffsy zszAi&)kpYNzNx$Hmhym3$>VH~MPMq2i&TB_kCt0mx%OZyIK5CZ31JsH6}_{*7Du>@ zkUgHc?-X0P(QRxHZ;>F01_xZ^*HZ+0w73-Gi@TAN^lGDXYYpARQ%a7Qz@dex>IP>kmb zRU54U2dz8)S<@;|Hz4AGCDX0G)p;Cwz$dMJ9pOkkpAFfm7(0D`&!u?Aho-DDTca-N zC2$BMwR`TFZRF`T(fTtzurr zO0fecrF0Xo%hRo9&lcdIaf7&@VM(Azll(-pia3^KU91YOf7NT;#;t=HJocr;+I zZVfOb!Be!Oxnqj&*dH<&l#C~w z=rR4(5ijeS<$ON|*{oggJjQ8{AHsu=)K^<-441a5-Bvqg{{VqI84vRn%~k4eO&tue z541;aF^H8D{{TTB(A2Y^GFcdZ6YS*u1xFJGzuYs2mye=@{{Y1bNSH{Fw$fFc$&=~0 zkz9=FAsKHGYHyMIn|R_JduRI8J~?f=PLXMxZkurj{gM9w*Qu;Yn&VWQ5B0Yt7e0yt z)^Efq@u=HJg#zB$pOM{({{RZ{uia;sU(4oPNZ;OeZ`U8von}IiP6r07OnzWL z*%cvgE;S?4y58p@?o)VILcWZ}s`xtdPnd!hdn6<&_4#`KRl<*k{wZc}vsg0d|N-`d^(0LQJ|Gy6p#Z{%uOE?P0Q%V6=-tzxt`dY?4hd_D0UvDSChPDjiL1wr%`A@F1nOl4W^?qfX^Dybi>db<2P z@Y;eGPK`nAo0t02Tj9rtnEwE%nSF%L2lJ%vJr5+X@T*);By-+bTMgNYB7ut!en<1G zP4NAsefHN@yl`;NGJgYJmVOv`aH^|Vyt{faxNXDrrk{nr8ry`5`XBc$oBV0p%r1G1 zz6916{awsEdt!M7LVO3}GQ-NdQ|XDGy+ytkXn_2eI*9G_UPwQcNIoCw(Lxbtz4>|( zc_;O!swYFqF7yu)=_)+?{hNpjk1_WX?~GF?ZxCsAGhSTX`LIKUlgo3ENypN?TmBJv zZBG{$?av|ZiweuuJS}g1WY)X!8_2CDXU9*%mp5_SvE=di+TjQ9Cb?tjyA@(T9!kIS z-2VW;>(L?b7lv0Jb1853rmLsHJ`{yK$A&Gq``&Ix^P`#}%OlPc;sb&AZht)g09u`X zAxZ`|T>g0ewdf1s4+uZpj?m^n%{)8Y-`#=&vz zhRLfdf|Qi&fo>@ zk_Y(Fzd##v*m zZ0mE3ycZT{E9>)PAFXTYdO!9W$hv2r4ZNJR1d|qhKtFfzuMWMN#kW7bm-|a@Ir7V6 z@>v&?_J0of%#!RyRc!3@j?c@bXZVXr@b;;ry`9wd zkxv-i8A%s0u>Sx(E5zSZzquH=)NbTn;iPguojwbw?ZEQo!Ro<=cYX$vqSmO_>m2$| zW7E7T;LS39M;dszx44EfWV|zp7v|$=1CP$V6G8A6mErBOT0k0JtvrWwpK;iJ733Np z#Hn;m7JDcyE!yHkl$Zj$eaP-=zx*tndO6wc^*f}9f$}_oxyL)rf<&ha~!OT%U+7;MIH~4b}V~=}^Zapk)et#p#dAxE(j*uCry8E@q6J>|_TY zN`q1HY9Z9VxWvLEEj&zqNk1ZqyPsv0|TXM)%uvHW3;q5l}}6`O6I&{&Z#$i;OFqD zW4qTDMFHCpQDNp54_OD+^C+m5wzvqZr(%&439QYiizjcV&n=IE;UJTh_kVzQyY zTckWVlXefKXn6?PT zdpY7oZaa1~>HHx*#ktC7Nd%c6?6SA@t~XUyT~6@r00<8w zzZtH^?N)TW2mV?@qz`6~{6MLnLrQ&4gHntBB(o?Vaiw3^BC`BUzHXW3@HfF3AMh7b zTP=z7`_4ELD}D@s{{ULY)W3V-+fvLc)=P1*ZNVCRSv-BZ<3Ea%{c0O) zcX(A)05?W(dXcw1KN^+~n?%Q?@-|PnALCMJ3Ub@dN=Fw{l0HFH#AEoSmLCmUgTkTS zfA8V1GQ5N)m*)~oWe^_OBXRy>y&uKkN#Wad$-za=JvRgWYlYT~QFvcV+N3n|Ng*V1 zz+h&#rLm08W<$|w(TtV))I{Xwr9*-%a{^{Rx?_%{e~nWoHD*KmpgsL+w|W3Giu5lG z_)#Z@(p!l0&zM2u>0W#ISJCJjP_MGBPN31R^<4pb=m*Uq!uPjZp0u1dy%6nX(&_;lPX zao1@|K_NVSW`KQ~*=Uqb{2h8Apv<)4#g|eifLhUhHDl+@I1CPKT&bPGeJ@KEn+GJ$_ zbXe3X)>eq?E#2kDRI1L!PJZx3;19&+w)7+h-X=Kz0FQs09oe0U{PA3M8Px@$q%#Ay z2QXWPKUORL2BuuaZ5YAIMyd`wkUy!a*fO=@Cq8A$LJoR`13%WEsoeP%Q_tBIx#pzjYC8NTL|RG`s;>#tKSG@9FPlF-~mGzdOY7z`1fc+YyqT(47jU1-lt zhvIjG{a&{kf7eLaYtOHK3To*qeS=wwNU_JA77yvgWL$hH z@s+U5O=mD3kBt6er`_&9k?e!S{vMIAz9O(E-fUH<^<6Sin031r{{XjU9fgJvPjyrSk9p0ELyl zm^JdbozUh@BKj!L97mB=M24L}otUue6{{YuVBMYPGf3)0=8ri=iNY@HS?=8pT zE5ac0zmH>I`5CQF27h_9=l=j5t10nI$FMKWai?65bYK3pE=dK^?9RG;oXKSo{{VV0 zY9Fy^%yMjPm;Tv`^0>Y)_{K6k?Hhd4}Ft=_BCaGG5Bgh`|T3`Gu(Wq`cma# zuXCxm@IHflyJzzzQ`$hS{RL~5;h*&P=xw~ALCZy z_>JIse(tAr7C+~tC;Vu%kZN520EJzkE;i}*PyY05Kdm|b9_X;b@->`r#upFeOvo@f zsG;%4gC}4k@iA7<-FTRPO2gOwDtKxMO|6Z^^}><1Ns#Sa`v&Xvquv@c_7i=ZP}01qF_6&9!+i~A ziz_{XN07&!LbC=nx#Axf$F1q{+Q(=jb#ToqkWbKhS2nrbx=)$9=DH($YGUnu3&Tsb zU?0qVtwTO6_)SkOw4jgW7e!MKr#B#Xr(J13=^c#0%mRgUeW9`NepxHyGwJ}3dW3N zj!)-WRfJ1g2DuzH|cQFNqermA?+NJ;r z08)7&dewJ>Y^8w*p68`XLT|B$;tU9*!06R-P*Z5*r$3EU@c{kGp4+PR(EZ^4=~4Wt zu!}KNf2Z6G{p4@)tALl$X6K^x{{TNqs*8*E1G=#ND#esW<4%!O<%+i-L7HMlBXl&e zpOAfN(GB~T8Oo9our@Ljy%_l*~~w) zQ4iin91~u;;4Y1YUH}RJ=Zx1aWOP&5itTZx-zXU&-xcQe5$x3j7{>Nt&#zHln{W$T z>PV*??)m~buQQRp&9AF5`;)5y>}gW!I-Lu*!Ka?#%8)+H+4mzO`qxcp;#+%p3F1vT z4_>5k{Ec(B*f*05@wPyJFl$dpfB2E3~+zCfbh78*NBGm4m zQ`NNelWbEiHh;K9X&Bv;CuDATz#?d@ncPw&RV&CW2IKsNaDFtEW4Y7x)&BsOD^ynh z0CY!2GLvXvU+^q&m~V z=cPst4KMKl?^_s>%5nf5g+Wp=%YGFdFdREqOX1HM>Rud;?cv)!oPh3y`xD(yV_eYd zPA4X&QBqc8jGSH3?|K)+PY-G^q)m7BIaNT}bTvlHn_=Yq~AmgZ=oKsjj~DE({ByixIT$4^$a(1PCG zbTbkAr2eg5FLQTwc*U-+W}Urdkhk-wdUUN}hD&of;#=6etLs{pyL#7Jo!i_NF(#J(NuRY>5jJJ1P(UDA%3o z8q-aszL6+nB#eS7GtoiiO?pJ?Bhl`5f*Fv;xF6m-MRCp_-#_G#*Qc8*J# zJ&O~M{R{M}{v?xTk$9>%ZdHgA>g)&d2DD-W?bipiNfaxOVYvSQO3BspH2QU^Z}|As zkxv~$WBQX>M_HEs5{2)Gb$vI)qfWDy6BxJhu`EHh?p}H8TqVWKXHB=Y7U5)xnT(;i zaD8j6n(i<7POs;hNYO}iMsf0kw;$);xeMjnHo^QV2TJXNM=Z+i!l$vQI<-wH`2|8N zLnG-uQqxJjyoBmnGK;rjt0Wf+0}wKEkULXm@RpIPY?>V^Li}x#JJ5}R#~W!pW2D^c zFJk&)M{(seo0X*s6tZDkp1jo$3iwA>(mYXRs7r2~9Gqj+(&R;{v!Rc| z5nF8*ciPps@3T-X`Zj7$?0s%8`1kQHtfN16XrhpR=sB*PTvNeQ-ly52`$lrp$Ksgn zW{xdJ3x;$mtu>ay2^h{){{Twzd!K~*(-dIQGb?JY%{`wW`(tJFyV}#T1qxTm> zAE~VCp8;AzNK5yPhwwZ3hw@QNnGcnoY`1qq?&@j}`{aL0m2UMD_ivTI?Xdo}+e_e! z*BFW=ok{9o+x*C?r@%MGn|+*X{_aomG;^TjXD#-vP~?&%_rf(buCFtfvPS;^whR3Q zbj{!y6mDp)2d=<){&h}o2uTUyuM~Ta{>W*+$8?r z@3K?4J^e<7Nu{-1C#(|K#(VL#5Mw9+EoxDzCe*q#s8 zvT|KblzSQXXGkH1y`q9oUz>qhvb=QebHIi(&?IOF z>S@MkQiDbfr0xT7pnLbL*E8IWH+*tN(7(wb5sk=xwDyp5x=gly>WtDuBuLDYBN(I@ zk$p$4S1^=Jh}WFru1BBte=1|yNRl^}=`4BqSR4{Ql;wu$f92he(w{OCgD*v#4xg1? zhbsR7bx*!4AT`WjmVuNGq=Qx?zja*UO44#gs!})N{lr6LvM4$EMln#x7vpr^2k#!a ztXmKo<}rlY4qUnUai2=j@dd(N>n>4IQDapb8z78zs_IWci-bii4jnQudxKuQ^Oe$L zj4KzGO{s(Uit>F<*xDotTXO9^QUC)Tf8PH9 z3Oq9|`x`Tmc1-KQ>GIU`$Cz(ajsfU>I@S+z*_~k6lTeLVGKo>g;-r5{;jUs!zZ>cZ z5V|3DYxeG$`1bo@Bh77xY4sph^wErmc#~2#Pb)vr}7!EJMUdril$jEZclZWgP!E``T<<8Q(X{R7|rS(=|Sd_in0fHr0!`& z9eJPyrJ{-iI*KTu2MQ@EXc$t`QqTf+r0q_m^`HP`ns-k0-P=ZeX`u0(&>_sinaS%) z2XjH71g4sGG|&TSDQPGfZ%UBGtJ%0XB4y_u_3XFF^H|%d`_~JeI)&%?*NCH-q)8Ov zm4gq$y_s)5(Q#*ZIasV(;~uQv{;K7~EmJyZJ<(%N%cRp2_vVs9Pq7F;^b=S*mZNQH z;w=tKoQUBv&f^*6{omzU_F%)Iwg=31$N1wd{{W9Mu0vnjb>hFXx62v`;Xh1d{{TA5 zn)j}0H}07FgBi6{C#;RQf&S6WW?m5YauL&hD&^JC{?wA~2MZ_3^c^aMpED~S=QY_A zm6hf{Hs4B&Qpk5XG=rsC2h-O67}srMCH0u($3V9D{Ux>r}+U>h~184sL*;I*T;wbW4Q?hTRs|^1Db6GhQ#=v}5#PP5WG< z?^?<}gnx}!h4o)7G?H65KCrU?09u^McB{C>ZbzsjRK8-DD8Fw0^fIs2X+{0H>g0Vz zMfSN!$%l_;{{ZV!eW@96S(E+*Kf6!R~!ET3r0q| zbhprMWsg50c@;mMbvG84x68Ixc?Y7)O_#%3RB#avnF*1H-+1?t_02A6GL&MsI17&u z>W!$$EZ!fE1(CPrOWnE8=~@x%R~Q?#ZTasOq>cQ|b&_~{OPdQem1!d51Q@Ejcn88V zozJ60jDNYfe_AfW(J_}?SWnNRTq*S~kNs*v;+tsC&!@_{^nljT@E?W{4=+wbk5^+< z?))PhVU32Jr@lVua=`xpI+r;is6mxSigd^O&|I(muxfw&Bzh_P(n_CLSbs55ohIbS zsQPMJfPQ8$d8?0N8nvad(Cw`raI%va`H?ahpJ7q$rP!xIBR~EU4-dWrU!Xm=0zaiB zo+0r3eE$GwDaT>WRFhbRP9e}WDSbEW1NAiM?r!fSSpNXAY@m(0yzU<#f{K3I$UT8Z zUm5s$=UCp-StBO~Q)&Pn`87kv_ZlRA8S}KbtRG;=8Cx_#maVDLl z&BjO(mHxGhb@2O0xRF@s@k8ohyDR!OX{xKLA=2#69HjH}1jy%MUKQKw^uwXwLk zWn8mouocjYNHptw&fz{>IsV}9TOtc<6hCBF4y*G>dMNh)02<+St$x~R%n31Qc@6^P z$)Dv>6zV%7rzpV`HBDyf{mfR^Hqcvxg;kgWex|5Jre3G-9tdYv=Wv`i>zbi8x=Xk0 z@f7vm`OOjOuaWbq$2bjLs-2dHAGN#G)e*?Nn??Zt0Ca;)Yq(;_ksS~FNl~OS#6C^H zdMi`@$M%U;*^HcW3v{UEcRD$#*;(pUnn5JtQLvtjc7yLnoKTFUXWU6z_Y%up{QyLXox15jH)YO59va+U6SESuHtyd*0#~D47E>D+$HPd?uR(~W|X;%HWY3>>Scvm z?qW#TBsn?iDrpQQN~&W#4A2CZ7m!`9aOs8lRP*((NAR}1HFdg4hyfBbPyiSJW2Je3 zjy;&pIPX(Q4d#|%o++9(k#`10>OJZw1tnsmCl_s&vG zp<$vz>^X&F&)~#=THzrweW4~SNm&CEp82mt@g3E>Xjc&Vfvy@MAV7O=2Q`bQ$s}y2 z%$Xg;;#~(%g-^``5=XcBHE+XCKek{&{{Sr^_5T26f5NbA?$+X6E+Zsl${0A$-643b zj}Ev^TSjK+!IYn&B9zvKkksk)N4Z@X{g5e{FG)Mc0e4`Z%C&d9!En+6^Tn3OsK`Ic zxjFnpCx>CWA7p8RPV6?eI`jQ2q_DVK>sbl;S<%M8dSv8h^Q>BXj{4Znv2B-khoJIE z{{Y9uatRtQjP3#w3fxDx1Fl#TU2d8@{Ze)Q7J%gE=zpbi5Js=!?M2D|09N~ydXNeJ zm9z|`aXR$O+J)L=?fXLz4{FI3sjn_I1>uJ1)z0ryGg+0?wmIdvn5CkWQxH*vw=D?=`o=-v2nHb5>tx9kPC;<&6CUZ`p z2GdPA(@g+2lATSUVP1=&-5LB9D@P*>gbQp)Jb}B9(AS+;Z{X#5G+AS9p&I@rL*G45 z=mld{d#1FWr*5(Bv9O8r^GMP;&t6S=?bX+ttKHrK_np{h>w)?T^bKO**~aXr0vlX{ zJx*)PnRdk~B;+6&&vI)TNZO+)6(s;ZoS&^W;B9nYMKx$fPToFNY!7;^dx3E#KZS8! zM=3y`ZvAP0hMP{R5%zc5Is4zGJI~KUQISDUtrr?s32*I@ioCdC*Mm(uwT9kj1MoDA zq;(&qFzxiGb{0aNTEUlZ+Si|4(~|p7Anm%32eCP*wnl%1R|D|_?V4Ut20f2C?e;yqyf`?YVZOa2uNqSemG!+JUMKk^tq$kR{T zSF54=!r$Xu+IWLgKl0Wy^^8@7*L6(sEPwaxRJ#u5@11l9-h_Qog;$eo!xu9~f8CLm zs>iMBCzdg{{0AS_q>En@T!YiqIXSI1&t+ zzDE8{qB!*ge_GAG)O34US_c-!=|)UKFi86LADuoyI)**Yqjt%NH2Jn?ji+^GU5#pQ zmOVD^MI%2b$3C5Fpr6EXTU^5&c6SCD21Mx^lpkCi){omR3g=?-GBTuQlS`;6vxb5# zdM5d_tAt+ua~xDUj;ViRBEf8^E}3@_a#aVvsrIS-U3Ye7hD$9*Smr~K?$La+oNp23SFtz*p`6Gq~n>Pd>Fs4S}eY#d%u7uMzWDMK6`G#u7 zwc>k3)D~SiT1L*<7DXFMj-2(+T6`WhwnQFgj={ZBem|9WQjB7cI=rVjXkLTD_Ku*i zP~M?&QlACIA^qH^>RbFpS6>^cAL!a#VUPUvn?J}@7kbXGs>WhQSig?=xa43RybT|)rKoh8!7e>wsU0l+5xKzrQFMgHjHuo z^&r(J5lOaY#WCKh!I1g`#asd@4rGm3`mzI3wuyGAO4_gL%x)oicOb9a$Q`-Zw!H5(Cq;IGs(D~_&MF#^ zCla5DQI<4_xo!l6liZGLmr%g&Qb)dPYs43l&nQN~k7(Kg;PF@_lis$1vN4mpBo4~Q z2dU@Yq-k^0H3Iadt0a?o9VyLoD}b!*zzw4(I3AT16oA%^V|8SKK?QzdPfD>m+-fcz z_;}+HoDQH?JXdnUn-#uNaz$xa>d?V5nPM!Cetb4D^rX>Aj*i;yD~R3|WoZ6j!?kHz zYPa^cmUBECqqlY;RC=76lIK~|{><;E2~~jFOoNVUvGD@QZqTi&q{Lv!7XXi?Ls#7v zpDxVlE^g%1uXo)%%81x&x!B*jXI(OcH5Av0j*7GwX_#Pq^Jf)AX%s$|h;AoLI^t*wMePJ6AZffvw+MN0;7y zLOL9)e~n__Yd>qZk}0{8LzZP7anhuZUbnQgfTB2f&m<6Xa7RiMEDm=ub@?KbSCh$d z$f~Ld>_8bGoo3Rzw30NB%QF@~jU{Z1p5a9;6cR2d6jIXwr4&-o0ZTv>v;dT}Vv1r4 zS}7Z*X#mXgNh$0oURsg4mf@F`Sn9`t}vF-lGa9l53xngA%Jq@V^; zQ;j#ZA&Fh*gr-YR55qI5*te}Lj2AdnLC@=4C3RXH?%p1r4X4Rc;n;TFxBMz9E2Bzp zQ=!-OyKDF^KFG!5k(Cxrq;3O~`qwFPP8XlNaz;A}n^Pj(i0$NKY?v55RP{BRaU)!t zc+mXYPVRe}m_pkQbH3)7iBrhr5=KDJTF2CQxRZ{cbg3b4B4t^Z4~gR6v9(<`HvA9% zf&~ytJwmNlQrC%UPZ;0D{3odvM2PZjS*Q*9zP#|H9(=f zxb6P{-kdM>sXyTs*6myOdh7_@0{y&yje87t9vpv|Y1XWL<5T@A?Y+jB+*{b%t~y{K z{*>;8spPSEQ^)E*b$&MX%!uF8rydyikNi4}BkIaOrF!?C$B?W40Db=e^{KL57^0F^ zL@J6{fXAE+`cu$XXOK(azle8>w&PocSJ7o7{{TS(w=Db{t$7O_?d6Lw7%ZYdPwF|S zW%$aB>@7Ssbs~fJo&Nx!6!Gy(Q@T<1UkuL7dl-)&i8U_6S2wJDD}QamYWE5;%B1g) z)S6)UZ>LJ_Bl%A3NoHcqN%uLdruc)XL2aEwO|Y|&^b*{4{{VolPwQOW{{WACM?9Wx zn=OQDKZYndANSQw(jKhpwI2)1p?uIsDT5g=Z0F_rr&IV<8{IJK%9Lp#xT zWAN)-<+sIu6X}--byy<1w_}2)Asb`Ziu4^HQ}Ex5Vl(M;q!&&kgW?unmmbcPeTcozKNOImm z`F{-btQ)BG9}YZ`!*W*P&(5f!o&7*VxjD5OSy+ z>T5~~CXblW*B#ZX4Sv@HfKi`4K3wLm+v_r05DGBol`Fyg=(#Ql?sXRWjr4ds+ou4a zHNS7D@3vRC5vlIjKg%`74-`TdciB$wL4YcB)-AO}F)TYJJrSE9h$Fo#vK<(`j*{l? z85{R=fKT^EDNV(>#vOwJ&&{0I1wN;#X_p>cg=CNT8JC71TD5KB)KmNW6=U3^;;6;a zk~=|gnc{FhwSnUaR$Vd_U91B$f~Org{4rOvN_>C;4rN36Wk`EY|~CYbU`vo z41C9^KAkBt=|)OgoX~t8IH$oIytx2@gOi@M5kd|hApI#4d1K)mf$2rN9e3_&TH7p^ zx4`cG+*^SMj*(%S`Dp%tvFJU8QKzq#dgh)4K8N$F6CoWa=B!2bZKO&cJ%}|Z z`xevkN*f2A!hk9B&}O8XKPav~>!4wpo-t}BLPVQ)42;v|5gk4^A-5#2A70%@^Pmcg z8D;~q9chOli1an1=G%Rq09BQO5K4EdviW{v?atrf%>p7B#xvAXtgM_5TD_;o1hGhx zATk)6%VOBU9Me(kme2_;*{1}8+s{9R7afX?%v;CG3BdxA-FI9d_p6w;c%#HbDJS@; zEmk$uV{(iwmOxyNr3YF7aEym8dwSI=AA51Y&1qlGghW~ z#@+`lPR2UW2GQ?H*R3EElS_VEjE}HJn#VK_&2ZXe! zzUGNzpJ=oFDo^Y?SjQSQryVhDf5NZFp=$R{w6fc;_nEW$3e>RhoL2t;J>AvC)Bgas zAq)8mpJ9HiJ*A8!v??~or$D~K5B{}3>~{=sG}w>U5nZG~Jrq5I=pSTCo2BY61Qg3DWfQ_w*Yh{_JAATd38qaAl4sU;+Sg#Alul z6m<$o^h$rArZ(n0sGqdw;~FuX_q09SpC z{{VOje3R)RbFQe!I(4#gE$-C&BGz@@l?3X+t+i=^{sC~Y1NzreUhtpY0471%zT8_# zJsCg1((b$e0G5`Ju=S7p4K7N(!=4?FG?&7et3mi6y;{N~;X$`jSSJY6bJ7xzeeL?j0u47V$^7{UJ%co>{ z+_?%cIj)-HQWlr@Hg^`63p6dXAq%+s{VSfl@kf}&ZM4YLgM!nXpU78CTe+Ln7|kD- zCdlKE^Y?<)tDPR=O*l-EnI1;tmqSlNw}v#?aRipLG5JG+6#EL&)wH=UV~Qhf_LPq~jaTLw@1C`vv1GEk z)T5XMiNtFYl2bfqBk``6LGffMa+Vj7E0v7?{dp^o;U~Y=vXv)$rax_^nm8-}00~~e zH`zw>Mn3dxF(Q5)>l#ZNyLJX^Ylw*GOk`rclGj(0SJ&jTjtEQX-U=Kl4YY=Jr zXtx&^3=PDhDB>eIC)3zcpR|XWH0nZb&qK=X?qJkyKFNHntfS>}F_ZlbRg*@GBg=JR zj!&VlU6;cV$&iwu^xTzAydxnTh*;;U99J{MGpSQYm#2rMm6S$f+PvcUn)RvJe*+FW~O83Ir z<&@&Y^N>RmfJfG1o#hjQc= z!3W;9u5YaEY*)&Q6Aq}(disjCNzdJ(it>2&?b_sHJvpdoB(oMhNy(z9Lx}l7`qbWA zeS^-x+vXI{;hKp50IObmnzI_S=`tw$qF{RW#wiS@4hZ_yvH^E}2#j6KCtTfGQLIiy8M}OedeHsS1^|jGpY(8{_5UqTtgJV#}FP zeV_SM5`U~?>P<^zad8nnHy-rILRFtV9Ihz=d+gyft9y;zm}4F3`Cls8SFe&Y_?njE zG3a*j5r!FJJN?mARhg$mC+>t%>?st+&w*{zlO{5Hs0#i>)buiNbq|zRgrkhA(d(+f@l^N?(FWsPF zj(MV%l8}U>8KnY|jRO$VO%zZAO(iWQ03}ao%96Qb!HtLGih{K?Gl}jF0sX`EAMBb# zMqm_%t~@}7AoHB!syM->A+%D_Km`<0Kp$l;w2^=b8@1m%&=9$&qCv5O^%;D+daZb~M4?ZIJmiWYn@UR z0AnT0hw~Ohrha+-#3cw$R-ag{Tv#rF1LAq`?w1z{{W_AKgzjFPlnoTO^J0f z$=_n_uE$K!Ep%H*ZM5l1q@1*;mS8>2C{UeATbRnODxDbfD2#n4Qb`s@Sfr5#;LRff z4OO~LNruUwkcJpORmRi#;-v8n(%H!u*>0~Ux^I-MPDoMj+NxVZT~)5NDIl99{`tWq zeLX8Ww4)bmno_Mfu4asByep*5DQT?rSCsV&eoaRH70|6y&3JWaz~lZtgAw=|>aI?k z0sB$Bh|Ulw0l3KTf%UFYr#6wfvx*5k$cB6I| z!Z9lo{;)H@>JBTVSGu!F{EkGLnVOuyEllHbIT9yE(t*VZWw zdARYexi6Otw%1ll8~tsnFeB|V zZ`B}DX3!m5&`*!%D%3iy(L%>czmFZ2k-zq8=WV=kuE54UN=Jka(?D>3hXj6=qZf^Q zKQJ$-NxL0F!ma-RpkV%$jQM2!)njNzq*uJ|X`c{?d72GHJ&n0P$eMIsCDLbB^BQH_ z$qjEHC-WcHv@KxJFRdfGvY8Ar4a&k|KSN0-jcF;&Vc*>tFsS94+fuI=x;e`~7}?xh zNSB&5&9p%Ll4p5us*azXYDMCWF+bzpE3uFIWBw+le-7^$N8`9Lnqv4-%%3dGtK76z z4y9!DMX1wjR%YwBR$BVPQp!cTMgUCU46kr;UQw%AEEltF92r<-bgyL8tu);R*w1;Y z!5n~QGB)hnmsUPhgB6Ql6P-bn#08iTt@A zb`L^3AFWxj(r+wQ;^yfB1q7}b7X2!u{wKouHfg=Tyhj7*DvVmzsJ8^A?7P_f$r#B$ zm1)f;OQjRl{3B@A+G0yOD%?-|$qqTkMF;S#-FYoF%}xnjn1~M8j8FGSZl~&Me+&49 zuOV3VC5{S;H+@QJZqDCuzB+&^w3~85 zjB{GSp59q57H5Vw;4XI`rDo3{m6^(npK7v1M|fl`r)vSh$0C{Xv11`QBO~itcW^A4 zRlVvAxB96_^~WFKS3EJL+3FHpz1hixF2pT>bD!{}F;rnE{ z@dd0>MzTb#S=EL?0C%m;K`qs#SZ(5o3*;&w0-fQDL2F?(>yO^ZN{?k9{d$uA%5Z{1 zvjpRo=7%qM6n)bIc^i?FifxPvBzu{O18&t|dK1SquWu}~2%`YIw$K6ZT7yqW^&4wQ zvhex9NKf~`$rV?zHn~=9Gsx3!l64GVfHZBMa?k!5u62(!*y|9g>DMxXe8+cCN&XSr z^sY_qW)O+C6B!(^=qbhAQd)~@N7|sz_s1WNY3RfKG2AY8J23wMzD;C8K%P9FHw@P1 zgi1$uGX3RXK{VyCktVo~Hq6-BEMsW&!U0(+{{SCueGe6_ueRodW2kHa(~J-4SxN%V zzzmSw{sM^XITFinA+(W+P^zlncR0ZQwVhk``&tQ6vdXZ(LFxb%&yJX;gvV0TX=#Xc zI8$lE=|G2%T6m_4c%~s}pilwmNd6u zoD~WW^sYp%bToVV>3ViPMS;NdBm8LlHH2pyAYb?r*UwkpBa-&gIHj^MvK`yuVx^5~ zXnLYvT|=kd+xZPQ$sNFBf_nz{_o1eh#Ffu*XVatWCA$9rz|yCNcn<4`rAY`)tNXx3 zVrkwJ(c-d#Pq8VTN6hlEY?1BKqD>~-?YfjQHch#awMbVlkGc0ew9ngX|lr3@_u<%y>H|z zx$#xGx$xVGCx$O1hlrUnLH>2lY4?$|C~oxs0Nw?`xU!oLeeigv8EJ8}VzdM)bnyEX zU%k5F`25WzcO8>QDUQBf!~Xz{b}{{eRzzJVQJ=*LFp?RU* zUowg8EVS&5278e2`kGwYg^qR~9r%LWV6-zJ{u!dr^2KOc_}I@NHyRbZlJ@eQfhX8= zR#(Cn_A$J(eX~(z`JF8QD`Js;34tGf)QTY>AroHhKZdTJR<5R}i?E?P* z_3DJ}uFto85h!1}JcStjDqFtgt0GS~Q@afqzl17}nA*p<{$r2UsY|8X#&_LHecs}3 zPy7XW{c0PVEn@HiIgsOkpkNQc3{`c}FM$NxJAu>znzd!rmoFmI-09IS$YW{o*bRyP zCYCn4x?G|yy}mLQHQKy;)@A9M-9ju6A2=nDgH<3h%yyYuVC0O|sOfVzJx;z0HICbO zEUZR%gN7cJmwhe%q6Bi@&oT~zM>zbd*uI`iKP<$G*uibss9_s3llc))n?UT!QE2NP z8Qq<`4%Mq1V%?E2(n*|zjDMU}q>1K=RQn|336)~XfS*j0Rqf?l6_8T!0nu9= zG4-QaZWF zKzi3qQi?E>ZIKw|xIz`bcbtRkRa)Lq+cuo^CmkzVd4w2=G4k*QGS)e7Zald8Vsc6C z?^AM;DsQ@u(pyx^Tb2&sj)%83)OcnOvuU#2NgD5&`;NnoKU(MY1d`raY|bz?l1F;% zU{IQTDhB~YXHom6kXn_e+K5~G#FocgdsYSeG_%4Ce=`w*>NCY{-yMMvju}|zKTazu zDFnLg3U-vn&mdXf z&N>YAsP8T#w9{@01iHLrHh&sA=ryrI$_BU9-DfI1fYRh1;Bi+p$=CZz$zqPg?%~gmTz`77sHA_^)I?&ZIgl zX~b4aNFDDSWAYW`>!|pHf&Hs?1~HE`)c*k69wIH4)$ceM7?T30>eV}y^@tvxG>HlM z;*C84yqMFINoZU-f-If}>E-9?lU`K!+T^OMCarpL(E06E?jXIpkTuQa#Ld{WgyNso zruvihh@Qsr>Gr2(;J3GC0kf_r%^D(UD}jxPX-#kSJDj^zU9jEsV2B8hK=u zz`!osh#!q%>o)%YXSh_s>D1F$UhH33zQ>^6{As*5E|ywFm)SRbzG!XadXf(nEw{$3 zkS_E* zDScW!$L(451b#2@#Lt0!q&|9L|lkH}k-)7%s2a{hmwv*;ZvB zq?2w0cg;A{oO+4QGU#VtU0GVoaR{AmWR13?#H2?4r=Dve^$A#yEbSS|#di?sa7!BE z2-VN3=B=lK?XG!yctAZig0-S?M71V)(%#(zpEgGNu_CqYHJg|`#u7KqyBj>?@UFSO z7)2rd+|oy$!GZpC)9{{l8<$kr-|Z&v-DMQnnwA6T;q(d zTIp^+7He>g*4H+dIQ3$O^%(tYK3@m;meY5eq{$#3#S;hqMxQe1E?3l~r|oJIc$i>d z6d)S8V`em%E-nnAvYAw2%}{vm?AsSMvqk>^T_a&pJ-{=$6BExu)iN$R6{Ipxe5~j1 zM!6=t3ntyADP!BYu2>!VjCkk~a(^1>EnjAutB#;zv#GIgE9$Mbdqw{6KiB*#oSz`f z>ewLgMQ>`7Z@PhT^CWwT{7qrqAp%@?Z|6=M6C%!&ep+Q&%gF5CBQs~VKdorr!RP5$ z3y>s|ag2{a#bv^q4Y34njO{;`YgSUQJ*$)rwaI2J#t5eO&~ezo%SU7*$=wu$q59)L z%9(#NT&hX|$}Uen^=abyWXb#4ZhfeD1lHT5M%ng$!?-nRkzzNQ8&tQI`Hk6G!T0N0 z7YiQSi6fUYLpWlq*J(X}TE*w===~Zt3;I@rtkYk7fUC(KAGYp4`qVKZmx| zMhJ{|cHN4sxjL1Z{uP9b{RtIk!@?P%lkG7R_C#qB!NCV`#(yJFY3lM^G>kq`5M=rm zKjTYcw<&99{wC}_BT@QQYZctfj-xI43Vy36nW|jBU~oSwTLeB?ewbg+CaG*o+}pNe z8-Ra>KcTE?P|2eCnB^QceUBg3wPSI+)nt6AJDQ3W1QJI% z;-ny&0B-X~m}z#LQf#CFzKqgs=8~8SPc*|$G{e?_5YkebKr%q}IHUkMtt%`ot;hrZ zS@ryCoQNW09tPz&C)Tgo$NS5O%V0D_@#{&A6yh7R$Wp7vxvKK>AvoZiinP$WM63bB z?#>6LLfd?p*KQj*%`hRNiYO3KMHB()AK0(jyPgy?6_ONZN~&)~Z}h=Qu3fj`W#P zT9Ex|9H}`_N3{nXjXoGIM42*=eeuM zfl&}+r$!NDGcRV$qnNxuI8kF7S+Z+3`h^QmJiCCrQuG5nba@ihB}kz&L^ zZzKRuZh7PBMxbI%;2#al`^KN-x2!U<{{UKnz8>jYR7Y`n7*mi7hW=u@F*ewym5<1y z<;lR~{{XK~4Cmjr7SM1u^BgZigiBYuO@^WL7MOJULOgkDJ_7yn5oD*jV}Y{{T$Cw+HPuH&Ja? z`|&XSYCSE%iX<#Eu&G~8Yv@0cWy-i=oE#kU=~U;@blb6uiwjwE)U-oCojze$`M?7D zrqAJfk@V|YS8KCSX-~}<=N&louVA0y$A)EP2_I5j1@ZNziR!({%Wuyt%n8xk)Xs4tk!MBDgzpcPYkpf^l0#-CW75GUNXPP{{TGGH2Zd2Rapnjc_Ot_Dn4$VjbT!wS|g&JF0A3MAbVSh zAdq2@;QQ2dyW$uS?73gPos4~bD+;dgk%0dICZhRzWRGfJm~=D%wHeP^UCrE5ZU%vkrH}n;5B7y2pd2th zhL9FqX6S?e06i;8(>`_7g?8kX85Nrl^DfjL=bGrw*RhT9^AJG#RLPW#d3OjP+Hy-A z55}8wZvdNg49yvRxMA&+R$x_A3o*i?mVeHhEKlSl=aphx1Kb)D0}xWsI#EY_9e*<*~N+hqXZW#C864PwW?;W_yW? zq)W$6Sf0YF{hs1axfG;&;M3%vV9>tTg!7-)plh;w(_+!D=3o{E$>=M4PViOCgUq{E z+Bz!t{A);I>d&DvsR-`Qf6jRuYUGpH4Aq!)-A3pAU8Tzce}*z^xVO>%!m7xN4&IwM zKc8BBtt>@=oyWPD{{W44M*ywwGo9j<{nT>_;Z09rk+kd9QS1dj`wgvwHO7m0%Dj`4 zpVG8totuWcxb*)3THoVTR2MlFsro&|H%sT8zEu~+IkTZNUm zAfKf~uq=n30X=Efx_!mzZz4b4r{9^55k92xTGqD-Xhp7zZf`XLK5Md>+y3A^Ki)OS z=Y7q&TG)i>cJ@ge+NH;n8x6t)8JWk^_(!??s@=5LcQ8scm}Am3&@nB;H_YExJd^CT z0fN@XR=Ct=T|)V}@ z>GAX4N;yC758?XttgDNuXFofZ=RBH#v13g%TvimCZ4@^hcocv;;;ang9d`A{YTD4e zKlZCrs9mXBa8AW;H~al7z3}IQ?Ic9KmeoW91|UcJ!|HviB_wGWvzO3(Ht7Q1-NXyH z%yF>$qtyG==F&~=`dO;tJcpEl_fU5HYrna)#|s|!ZWR=AO*J&A^y@cfT+HWmjgI|? z&{lVQmh7}Je#UNZVvG&3$A)}*4uZ9$jb*uxJaDJXW9#TD<+hyGwyi6I(l^Y&4t|tD zU}0U@ZR~Q)$0VAI7MS6I$?eI_M`nD%B5la}1`-{y z?1fYX1B{w1Rmjwfo0#OrBDZGm#_pJ_axhq3jt1d@&tFQZA_(n#vHP<$qo;CCPJarW z_Px$ozjYGif(AEHU>^!?c;Zkzv|a7;<1Bmrm3TG*IOsEqrEVQlbb&m_<+hFops8e# zZ;CK}W;?JCVMqxrOBfWmA&(>xM5Rr@lXeU$PB_Or3STi)Ze{^M$t2Z%k1U>BI+UHa zoNz*pf|#yM>I_!)?X>xaED6Cl=B*M#$twf3SAq2FP)7b`)bbn%;$5JI&pr6KAsk`E{PRPsnRTt0X~wMcGB$MdHy*SU5F z{Yvb~&whTDUg8rzpB1|indAiGOmUp>anDMn5nPfu3MHHm^PKK-=jPykMCOx;CBJ48 z1w|2pMh8sfesyn#x{nnH;2J0Z0RG2V>r>ym`EhR01N5pS{yObo?r;=+bGs7vy>51C$vVKArd! z`A}S*)G@WUEKe~EhU=Vns{whY#xo>=c8J#speY0%{{YgaRpzC@cQQ2vGEP)B00N>_ z3ZV}G4xm)GY(CQ=$ot%W6&lEbMchEi?_AGtx#7C@xcct5bE&pgGD<*%{m9p#{zyuATOMe*Vcq?26^U$4nE&T}_tI>`Y(|)vV`bWLzP4c21!oQJfE@R-WsF zkIt)2KK9`8RiuAYS*Z6ml)DwRDH>aL1oR-*J!#MLLgU)AE2bJFlBTZW(}grrinB4| zoGGH5DT$7wwG>kjQc}_y1~iIk6#8u;jHER3Ii{Kbmfc4!{6nQrxrc0zYJ%TpNMnXQ zIjaOR`}r_EbU7ZB0Gqu< zAy9b~q=VFAn}QD%3~x%AEv1mC0DRpJY9_54DGM(_gap!KL^hy{t=@oAg}_%;z~ev4mBPm%BJ7ov_Bf{1oA``ZOmoBh!mCz<1r$+0j?TxzS(SY06ob@* z(z-abojXgnW^#_2@xvSYWI#X{CLV1D(Kk49`)sT@Qgz1W;i^4*$K zc(+V|7|{#=0J?wy`PNMSD?;D7v$bD$C8#T;#mhagBhcofI-Zpg$Ynq7$JVo+Dx=xh zai<>4uHGcQGBZVa9lq|qR5+*~Rn#Xtjs*@yJ2a%=i}@fbDCN zG5-Lo)9ir4eR~7$a%!~tyru@Vw23V3PgvsW-|sh8tk!?RkyYe4L}vd0bY`Ht3!X7Y zQ(6|D9M-Rh`#za)>fH%k57xS!GvP;wFEH0F1)?6MoH3*{nZpif10-{RPg?d14}$iO z^4w~&JCVSQ0sShki+mIR00J8#K1dxoOJq~CK9%&Arb29-IwZxujR_4&VoVl{}DHT$K#!SP(#N zE9R+nOU(tN8eROcvvax|gMsw`{{TAFv-p$a2w8Vur0RIvG)i;$@Mz`_VRxbQ8`(y~ zAbujNzL^o^9D9RaVPWwvTu=?pi)!P$B+Q@VTeklI6z#A+)u&xUkG#n;xczZQwTsZv z;i^Sk>FzW&o#T*8wWH25fwP~jM<$bT{61T8-y@&avmyAW;aMc|<a0sI9Gqr%9@Q0-%u1&=kq z8>F13SbC$Y3U&wa1|H@=@TQbmEy)-sPB_Nnf!GR+Y3#C>EL)5yBktEgRx{9{{7C+E zo=!$Wwmpb6`64cMbCcRg@G=BBV}rAj2jfqU2U~*87b>G`ymS@WW*BR^iRg!?-Z)F=|Pn74m>-tuywL*7o1okwaWdIy5GuIvH z_F>Lt#ThzuoB4TiSOe?z_NDUC?;-(mEz^#i5->kX()&3bjw&H)R!JC^ZTR4hpGvM) zE@V-@m|E$x+%siPNn^$bf6}uf@iw0}p{LtJ=PWGXZpH^pC?nFfHLW^Z%@#{&L3vaH zihqk8tAkBGSa0q3B$4@ZAu8%YUTdDL#E!!Rd#Arvqm0n_uQ zeVN$XWjssja4Fsqv0J6=(C+ZHI={Rq(q}<@T_(CabqXUF7Jj%JgNSb z)5UUFUz|tc4*^ddCl*`I7j??>XXKC(rAGh`ikVWF9z%OEW}$2v>(T8 z+rLh=^bt`i;H_4k$|(T(Fy5nz)i#WpO!}l&AFXpYe++aBy~pf+OMiL^3jT*8t~CQ@na zItTv%3eJ<^1>j;K)-Br|o)%O5&1kAb&C-$QBAhGGSK#)rf94}*KL)8+;O3@rzgDzS z?Hd|?(ml!cQtWxq>r438r$_K&Z~1Gkp#K1N*#7|WRb@U5+keYVc4PkSxF6P+wSapW z_B@`7_89&R=|k`8m#y?w6=pw#9v@%7aeXKKv;+E5_R%R&nc|evK<{4l55mt2#rLfz zl>Y$JNze4HC_D|}%Wyoc9@CEQn~&?7PP|G~Bz)z$eMKmZ-|j~3^ipf-=yY2M2kxw` zQ~k(Pe@e0~5k?h2`V3S&LhMq*KIh93#(ecxQZdO4F;@8<59eP)c!$Gq>)JiVl!~h( z48D)J8esa*`n(2(4+6$w^T!Kad2?w)-qrO!es0K&xe6q%(sq~d{waaxvWgHMuOzcU9MmL-bk6AH;3zBloYvK^!96$rUT^L}?}ktQy(Lop4vLsp544XY14mE!cet0` zq{s573ynQaBhw@HF2%pCdt@I5JT|B2HVaQF9|8C}(*b-gw*>zHbZ*DjElphqL5Z<% z;5~$NcYzpwTdAp;x;|&l?W$bATZtRneKbpTCm|(&Oaos{Tj+ZuXM;+!fpNk$k|77` zY8z?q#oIz`?6x4uFc|kJ_u{La0;2jKIzy)F*C+RO7ft^FY|Uv~cpJpmhY{&h^WBCk z+~e_SJfIwn@Xz@jGEiT=V%>y~l`kkFq7V z*pq(W-^+0s!9Lv94!S%40J3T=6GTa<+eNg#r)w)O-DG(fkJ6&?CCt7o@cf!1Gq9D> zmQ{iC@|^bqvUQIdUTNA~e`1eLYqq#C7ZKzr3!LLUa%-0U-0@DKHu*K%h(mP{1&j}- z1zZ%Qu8u53VM0z4)ss!|&cfDs?Wfjbwz`o+tal0qN9X-&`1nYXK=RyPTe6OK;eZ41 zHRoO<7gB3-#XZ%<(;!j4S1x*I`qtNmJWt{s0vCebUpCrauui3b_Z`Jsl3TMHbShNV z2<#>BR*m7<7gfKwN48lMs=>K|^zB^tiEhQ7vn+Dkv{tjAlG;UH#Bq_{wYAR~>K-7_ z*G)Py#=+IR$jKlP=s)`PMJ=^Ga&I?Nm7U`Q24jp5r_!*gQahv2!r&^m`^965F^Q#V zrP`s6conIqT*qW2mKc)Y5HcKcxb~}e_SU+U{{Y$a;E^ypBl$LoJ<0W~>!h}`pKLRE zv#;M|KPW!NqWs59se2b~4Qq{R*rKz*6_{k;^&d*ZySXb>8H&n{IkFv&2HK0oA#1+=b<9B z;?v+)3FbRKdD=Qwu4kH}Vp-Z=+b-yC=Z6D7x|EOWTNWNB@lB~!gIK)BKqPJ7&aNbJ z!dL^GcW%`}YsH>lD%a-E4(dAl3XW#Sp|}443m?SR_y+bVvD8TlpXF9h#qCDeqTOkB za<(!`mP1@#rE?XEc~P)=fXgps`uo>CBTQANa^E*0y=zFO$dr-nk$h^hLaTM9-a=1P z6yd=94QyKcTky@!1L_jM$NqjTcpr$bp8zr(vmef)ZX_e#uT|8WpHtX)ufzI)U$bhu zbdBgH*ncBiG0POAFq0tv0H$)Qe_HuFO+eB|k<@|6_pYZ-LmkxSGQpL8U93h8CsD+x z!ASZr8jZ}hFwT;d zkmGn>=B46PbY`)_xhtFa2cseX0D)I8;~iU0vAEOh?w;fAQ?Yo3vWFlJEYhbg z;c=gEJt`~7kr9>gf;cqr=Fv?)ON1(JX1GSMoup1Q;M3iK2>b1 zGDxLePS#Q|K^>`waOudeYVqfQqSpiJT4JnviZ9H7VP_xwSHF7kdE%PZcelBT;+YN| z9dK0rE4mdF(dSgA;K)uG@xxO|{`X&6a{y_%>}tpwL8PT49S%h&27okl_!nW7k0*dV zs^sn#2@ZKV6%~QaqOly7+Bl|OFffcBrlIP}*%fV_zSjyX5E;}QS78iguNk)Rsr>7a z)8h}T+opfzpgHFm`bGc_;une_s*ZIFLx#;x~Dj@7HFrbi#b0j$N4$2!QTq0MO>jNas0 zkC*oOj6eh~Z~)`2M*?}0DglydZaPNC_<=vIO>eq6Jng%1I0wHKT>$o%_=Ps#mqTIh z*MmRGlIP+MqEj}OQzK`iNUQ+*fmTn4@0YHLXxQ{hW9avYdC(&N0DvOm=KO1Aw8_CcygmN_kF`hk36?iS(OC)Z zB+v7#YF^&y>R|Cpp4C$2^eZm4;*?@w)ohkL3HTNgy+6l2ZL|1^53>ST^LnfZ>g8G!L6co(s+jU zPLR!yd&B+}UQJTsRZ#X)NEfE-f`6rX#qdij*)4?caM6#Q;(wPv-5#c=hSK75wOZwP z$v$@ipR%8E{eKLdlut*s@g}WgKhbTbjeoi)IQ+3tY8ut%qp8EFO<^gziFTv3_{Zs9 zcOx_^O5WVEgN&@i4AxwlgKi|>ToazoO+RB%>2h9Ug--mso{J`aZRfYQ2eKfqG;8!@mX_uIuSeRD{n(^$_ngu7S-zz#;)HbNJt6!-tTFlZ zl0Js8wJW>LLSSxg-gHrbWSoKdS1yy>=P7PIx|*Nunt(VK=nwn9{d#K&R8r1x&0Axt zvHr)gw~@);azH2yA(S6|#i$;4;ASaUJ|jJM~%k+0JS0c+>Q-nJUvU^Ozxwa;VHo=BbT?<#7qN3 zsTe$n#tHmQNvLWOYPRIsTgWaW5ytdV+#o-jdwI5FNvSHzfNLPbk*xReo%A z^%YnEkMl21NX<}-^EI`!8VMz8&@0fAVZ1kj2XG#A6 zT^>6)>-81ZSTFBxTj(=fuA3Qx_9bi+xpVEB>h%6T&`)-(Y8z82$9r+7L4A1v8>5>9 z9_!p!TWRA~HgQ7A7Dipbp2N`B7j=*9ZA;!@KD^Y%G5frZ6?%JdQ7URk))l1_uT6JS z^Sr@u6*~YkpVp>t5^5obM)l(r!e35dh$^!v5rS~o#&T;8YpKPo3?`5}6OtVB%|fAb zU#z9j_6WR5a?HMEyA>TsdWP#>nn{AiXi9~~;`QY}Yq<%9xReYJ<36=|%U;wh-bV9$ zHrpw1q=o<&74&u_QhTE-E7I{wNit`c5+(g;clVI?mk)E zD=^_ zp9CWH{A#V_j@R!Hb}OC+YgI?NldQTO4bHs;A1RTE#~^j8Z{kxs50+NPa@EYS9&5L4 z*s0(LZ~O+WQHh(cE{9tOi!E(nNT*AMErXGR(zR_ob){o#Pa^*SyqK>vx|7YEp3Cxz zhLgj=ht_6~XtwdTj=^!LAUNp96}MyJOG}@c8@Oa0_P%T9+Er#llwzmU98|nA=*w8A z)gMhkss`xmin$%~o{SIB*UmORDb{rS2(MX`e++|gu9CyzWzsT>+ilC;qHG_?)=q@h z#*wcHZhNBK0y=^C)5P5U>hmo-$GUalP%oAzKf^HF`t+`n-&tt}<&hnIQL~!Oxkqzl z%Po$uNr?Fq$Zh$a;*T(TipLs)=NrE&U$?36)6$O^-AIOlem=YZ0|I9r>!ysvgAsXyy)6plSW; z7P^`+yGDA2lcL-qn6DY7OCV|hHv4?$JeD&xsgmtqo_GNRmPYb05<*L03iBSYjnXs ziJ~j0r1~138nbEd+U0=q;RmmBYpRwuHc`B6KXw{MUvBixHp1S^MNw}mOSo=lQ=P=r zmc-2k*CPo52irA_o!PWikpQ!4rn9|ppdmYOdgN70r1I`$1Gx+b*0d4IXxS%-E<}Go zPCuGAKNJrv|oeIFc@SDr$j26Swzb~D z>U|KJJ?*q^@SBoJ&LVS?Pqjn;029SUF-v>*%I$HJ$6w`Ll56@jxY?*%pHG^sCH<6u zGTg#J=zPITmM>;*)mZM13Jd*KXt$f`2P9$P$MYQ2;^$eG+&!C_{%jJl0tPzvuI*hI zjfGhB4V>bGf^oC-quHVy-(!atI{L`jMpe%nt;Gja)zk0&pO5d`*Kp!BA2Q%)9ExaI zNB2h=>qoOf=VuZ%yVT{^Px_egRrM>qV^po=RCbU9ppy4KF_$E`keaK2a0at(rwL*PM&5lJC5J% zk8@s!;%!0=9_C9eJ~Ua99n#6#EcE?3uOW{>)Vx!3_LPR43TEP{#{nc3?0+3bj!p z9X8K7jsw-c&ZE?v)3-pJ3BzNuj0%eGQB9BoSBo15V7CK zF3@6#w|+`yuBygSoW#l$WR+!;kEKN(nFA4=gXmVSL8HT*q=kNpYgE~klzJT(!_#A^ z>UVaq%@CGIc?|~A$`5XFn)Nv#Z?cGTK0%DC<2d!NC(vydO4ls!<0Sb~Voj-nRPcYD zdW@H`LpIlAwY{r{6@Fu~gIu;CYhcbDiTQg2f!93OHRDY*OQYT*BIZY2AICM*NvK=I zxLmMq2*qYd$kCY6IVFsokoh>SXtr$Zd9InE-Rbv9d26`JhbA&OVcb`3rfAVka@Qc@ zHW~7^;Hmei?k`f+et#kl`spAQ&gwobv5Rv50BE#~cqwe8=kcd$OJq+xR_y3?8Iwzq z?kBhmu9zyv?_;6**OuLC_kLW_De|C_R&oaf=B!?8(_9w&Et4qiB&Tx^r(swuvdiUId5vyL?w5) z(8GRMW~7bMCRYHEIK?^}XOb}Py?P3Ck)lQvw^DfTNwU;zSMv+8Y>|>q0jB}xeb)Jh zsjF~XTeNCQvB|(~)iKhL50X*=$0TN@%@xYZF^uwRz-%czy#-KP-S_J(2Sl z3UG8Bd3HGEdpxQ*2>qJk254~(tD2rzrhctVcSihnEXf-8@9;NbFVXL2_Wy;&F1iy^ zq8RTr$T@j^vDrntqq;0=UHYdRRZqgT%ivSXOq3^%Gsd4!nEb~TkaX2gP1pHUbU^k> z5=sw<$apNKlz5Lg!^u^IpU?j|$kxU`K`~S+xmh%wM$UZR^ox?t!JwbIcq(`y6wG+Z zW0Y7trovEYy0M-IJG28LMjk*mx1a z&Oc1YhFY?{*GV^FMgoXK?czU|98tR_>@uc=X%gd9hm60Xq_km4noCLA4bbKO3vYDy`V|cNw@*IsyCpUh#hDSM~cB#M6^sgMa(B z;K6ue%}5cjx2BqE19QPimaBOY?cBH8`Dm^ZAazsGih_U;)~~Le@_0rez4zPA)FvhF zoCjO~8~Vp(-_$F<7QH3H5X>7@Uue@=+#v2mr?#3L!-CL)kc~$Hv{GIl5dKbdO3+B| zrU32qstcLw$`^iYV>yJJl%38Ah=Z0g1${z-q5=bXM=$)VFZR7bJ(M~&)ohs=q$8!) z9`z)GgT>*-M~(~X&BKQzn2g3_J#RCbu0(W{dIL@{MUEFUA5*jRydT^E9ZQWn%CEd^ z$3Aj7Mq+&3yg%8CUG6s>Xi6nX7m@+j5#$0K5{KL^XB9illyPR+(b^^YwMeOWt&e#vMk5F{3a}tvilV@ z41~uUjqEcis6Nv2OZ##yZ$Vd~Pxj8me9H)6Zsnk>kx_aoS3SX2pK|vM~I8dz#!=Ii)PiX#`mDrr7)Pca-)WFtLw{I zCRk|(KM(Xc)^HFc`2%eUgGKhTD&!>5{-1^U>Q5jd#I_*($Fr3NjaB z2VA*C(p%|h7s0DbqP$JLOdyMj9MGTZf2#)+#XYg62}zaEdwWb%Uv;PJ?Ecm2nJKO$ z)M!6T?DV`Nnd&*lCBir_rahDWZ82QfSj->@RPez7N7%3opTUfR=51<;Z#5CE#JCRK z+-HUsYHC_Mf#s2@Fa(M-JR*~(O#pR=_tnRJ>ZYP^p8s1vH8ddoGEX+wx(;41mk9b#Nc5y`e`s(P32d z1L*?f+u4)H0UA?7qB4^PYJ1muJMu3989`Uej=?u>M3Bt1Z-t4xMV>f?u(Z*3v?W&k z!s-#>s(}bLlw&{-N>BwR1E+mkM-E@<$N_qi#f0 z5eC%>g+fLyT#g30Z&Z<$A6v3TOjNk%Zh~8@>b9owvTW%kdn43eY9QASr3sSWgV>>solK9u@78`qnn2=;2w12QC; z1@m*{y+L(-ig`?k^~C5CzB#VU?SrKNidKn-R?(~kDYwnyl*g(gLT_9pQ_|kUzJAX6 z@607rC%@x4Ir4a*Ri|dAe5Q$;etW=`r7D!HXgTVW!4|QyHh38Y_ z&s*L3b;1{vqzzaVu{Yxwg?j)XZJ*e|wSzL7NO8uNndDJNRtFI0(7q6MR8(tf?<7dMa zAF`_T2U%iv{HLjRn&#+}V?E*qOA9Ctm|N{2kdzVIr`pG|>M3+`7w{_MRfSMb=sNgv z>d~QYN(+xuwH36ht;U?vpx7zbu!%C2M@;eZ9y&TpX1e`A9rLRgFDO@v_~$HM@)GB6 z|IB9=h(-gf6INPRtU2+EXbz!MIELsRH>!T40QpG$Ex`VDKDR=R&#xsvYk{`U9} zjXL^?RW5oE@#qKb3OUb5+>2!PYD7AbWNm6CzYA`1G^?z`J^>HcfOueEjruhzBxd7MfcEynb!GYo%HS)x9(1k|858jMV_NMQ z&4|;n+zU&dJsAy&V|fy$?m$x6A-q?DShML^C)|4wx#ic;R`Iu+=^EZe&^H44w6CP! z{}!jG{3JkgrnnFrC?w@}9YIY-m@$0bfL~zKh0A2oTQzJQ>8I)W(8+?GZFwF`$x*Tg zRRCN(^pvmskysn{9}VNGE$(iXNB&+?`b*2(C`yPRZWqz~Swh|aamQUaJx6)@z2Dxi z##fVnwExY$bgtU&Ek@9YA)Bf6Y)ViwX8tue!!6uL>}ur}Lg?d1P>wxJjCLt_Dy{lc z3-zH*mKg1AM1HtVM|jSqk9y$y?QbR2R}s_!!whI>a`W&AEG*?Hx@`tCuu$KTz4Es- zk+%0*7#LKTTpO#$4JySyMwk&D!rFHe<7ARPN4g$n%PiT8M9YYT@)uRaX)rDc^|Ds*`?H&X zThR<%;S~)W3AvlOWGq=Q_JJ85HnUru&uq~&%sjF%RobL9IBfzW zj(!}ddXYZ!s3mFQlle%v8O_RW9y?Q+iqO>jnJ>?>X=T4)z2<11CKc+^U3xHn$-T;}Z$Eq;R|B(!?zAkjPu-BS2Whpev26=Y~bX(j#I0q5jqy!FD}nuV_8!di!CK29zH^|Tj$>D4FzZzoulL8=)J4U05}69sq)fNsXA{AL#6 z9FnnTZF^RU^kD8`KS`8!>5dJ11dn?!WD`wT3N_s)j;g18tNNAsb9*DrGr5MqRhFD3)OeeGBGWffkmcq-Zv$#~Z(DO)2dZfmYhmp)sX(lWoNB-`~ndG|AsFM zUG(D9kdRzAOa?C@#*`W>4F*wDQ`a%uMnt0Ca^UV#6ZxW%*5jP!6%srBx87Sfqf%ek z`;$V~Cr?ji9L;|kze{0gBvljMC4CMM=2{x~4)UW(Gk@IvlDDOwDdUuz-XvX0DI<_+ zj6L!4UgDD9d=ckO1p9ul9{dK{<)&lNoRWm^(p-I>;HXu-kPNE{91?yzzN;ag^QTKJ zeVPv@pL{>MuSnFu^j%+NLskF)_X!)ThFZer6e1L)ca`oaI_{$kw##y}x~)Y=DQJI1 zJ)J!{)K7UlrFVH@mW9;+ho+&Lqj^8)lK;t$%nxr_teyx9Z-A%zKQw}2&I2U>MUKpD z%X8`EdKtY_8iGHgIc*fIRCx!bjfWgh-E&<+0xl%_svodJz7i zeb%8WF!n+s#buJM$!v5IovM(7Nwrr%Wrq&YJwa-=;CCngbZORLRPD|K9*UM;{KSyG zU%x8q8|J(zo_n(KSSSd~5xeXHz=(*h&3YkF2Vx-=Am;Y zLf*BVJl8}w6-{F9P!1@KGsSs=c?}&f_Utb{)P+k7#q_C{HLSJQMLaFp1V2l@?)k7~ z^%?(Am;Loe^M1}Mt9yd-8sGlh2 ztxFl?AA!?Z+(z~B`|&RBU&9HLaKzm820o0Nj~n#xUnfnuQqP%Vpikeb3f8yYr~WaR_XL(}~}6co*gmR90?( zn$lmPFnH&veDf{n&%Bc^U+&(+v}TEZkUp9^iYgI@AvQd;O8$7#&t*xa{8*258JQZc z1$&cnLHTI!bhV3a8D(lg=lE^$_X9)VXkOz=%jCxnhUWD9k1?{Nav!PvTTdAT_mKAM zvRn1JFhg20gPad1ch<8ly1BzQ_$O|KkY_@<+TB;Aju z^9$n@oN29rjBD7f@m9{4;(q30(9vQYtBhEbQQ0TpD-VG;t{W|?seESgs?gmjd+PXw zD`}p>{G&KL=5?$uzH6@^UC8~ki&z#eUX48rAFUieYRgXB>gT?6!n^JZt`v?dio5iy zH^t!rXxhS~tUU&f7Rr*sC+)WET@PM;F8#C#Uu606bq}yEcG63nXcn2<5+ugv%$B0; zlZ@g0#ohw#vb`o`NT;8PsRGfF-Gowi>8X8D8vr=c(r(FmfZxds-S*91v{B`60Tvbkbx&IvVYL)*_!<$PxI|MFsL3i=j>{!e0oK zdSaK+?&mNo4t{90Dh{_cg+}nn655K~^ci)0shxCTpl?f0ORa%347gR=>?r42B zI|jcK9Wkr59i#=12TEvaAt3fvHP2_|GL02E3%jGyZoz`2a3-^ap&!&Uh!O79g<5yJ zI+*J`^VZ0+-&71^!}tKEf)f~LzgtvIel83vDESXr9-f?P+DE@s=}j94zS>EukC zvGM|um>(bgG}pCPn_He4Qtwo^>AGKEzcrA^T8ThzR;+Z_!CI^F{!%vNLD>tw(vK7+ zKIDNty@_;U6I%%c(>UhwCWnN5tx(!?dl9X^*BTBnQ|_aUly8QhZ;i!%uBF?STVC>J zNai$`y}>wsPF<6(jr|fe`0DEr&@Tj)4c<7PJ${q}7{*n{Q)&W35%8@3TAA|QE8ph@ z+gP-(1nyzO&7eK|fCMgr1?xZHi#gEld2xkcl~{J=Iea9APfY3c9&;2bA5aikj9mTW zW^B>9(1bf5I@wN#P$ zpo0)(prs{>_E=N;hK24S0(cNFd`@u2zpf#DL!OuRWGxT6ukAy7ffT(=1$~ z{q#@}vWT9Xn0WT3OhVa}T8O z?ssmul)Oi=6@eABpJ9ez_#>XYcsi)uTed=F@p0WQcXBnGmcJ@Nqw^<|D?`@-G9xM> zOG>IR)YmsmfF>PZT{-D=>U4AQBSG=-3)+8uy#F5bJU?Vx+k#u;_JkkiI6lg(T-!ao zc!gi@Mc`r`qZJ<8B(Oi~vCvxF6f035D)}1UO`EEZ78bXg@&q`zg=RYw*g2rz{t)oK zjp*pEL4N|=yMAyZDx}WQz~08c{`}tKy5AlXDWwDdBAbeCAjJ4L=wM{4)->;}CN^U* zQHZqO0IHralXlkW+y%T2GT&>&1VR+1uKAWO+AI0H$234Vw>cQTZb4bvz&S&6@lPgW zG-sl~^)9LT++{_vPwC{@&c2RD;%TOo$6%g{Y>a}LzPJz|3#Y<1(8>$eFx(ByQ5D64lNg`XPs}%H&FK;L$@0QM-jP&8KyKdJF2cb zggT2zR+$Xp$iJ0)oc@Sm^|s%kwymzFo}fI5{F`IBsxyqSN8U-;9a(Vbb8ioq3iQ#bPJ=7g)Wh5BR~`ef zU~>yl9wq;X4s4@r6yKS2n2l)3-Yc^4U0u)BFwOEs-UvSa=WD}g3&U3?!39a`|2lGh z{m^spX8hUlvjV)P7^Ck8*rJYoaDnw+))X2Nfq3YN8mr0>7+<$lVj0SelPz2{-Cvj~ zTI3mS)pZvD{yUehuN_96PoRy|`#ZJYSI&{{<%v&}z{sTLsQd4ylJ$0p$7YiiN3)or zDwIsct)*Hb_}%B&4xOuO1yyfR{9U7WMNB7OBq2xoXGHb=*$d7o_W89tvYS7#0_7hM z`89(%J*XpW{x&r1*kYY_`W=d>mm+c{XRpotTU_F3Z_!Tt?<#}_4MvTvHQO=}v~Y`< zGF&~zMqj#*+VTTf6FLbM^(^{I@4;Me_Viw7^(opCXSwn(2}UHZ$86onU6=JpB3FpN zLi9e73De;rR1yfR``-N7cqkqtXIk9jH2CDRKJjf91|<6&W{@3QV>dOKC%pGXv@5<& zKJtO-T;r6o+?LLHh!xPPh{<6O<$yf#HMJb;eEEre7_>0x(qCyi zS)W+cXu4p$#C78G8gE3_c(=#+&0D1|bScaiC2w7@z6PT!slK(({?YbC`YJ#>g=p(w z+gmE8|CLvf%g08%8b#qR8l2HM(E+(>^4P+u-Yd)*r2Z9yRH{B{kjE$@Ta9TpFVgH! zA7N*4%|>Qs4@jxpUe^(~C{1~)HWTx=XqF~lK)d=6?YPsluumP9Lgn^c2vJOT5)uyo z;E(P)x_Tk zs^ZUCgthv$I-R2Ju~Xb@3r9M=h5m-k_J7{`R(X{0JnLZE_BOEy?5%253`h++ou_Q- z^zE7_*;nR$YDuTXa6CO|es|O1g^tGsbHSUhi9FRA8X(I|`-belsixQY;}>NHz#>)j zMs08hBxHTfs{bTfa`pO`AApRpz;WGIF7nQPmH`C7h05-0G%jH*BE?|s45zBe5360Fm@=gtSLc=(n{B)dH#DS-wz!i_KXs^uZ-Ojx#iJz zajOZGq|tcI_ffO?Q!k!4L)_k@v?)VSbZ>*6&arkCi|=3myFcmt0`4Jua?q9VGFCXT zH7jchkJCqijB|HX&FUrh3-pAJBW3BP-chKbCPfN*3MSRqx}N*d)d7-t$WQ4!K8`Ss>o!n~WTQ3B-6)k`E2G@`aF(TQ!E(1MW3!gI_tl3{ z!8|Z7+)uz|hXq^Yt<_&#R!gLu7SKr0a#|PM6#Svt9JNo2f2fS=o&yd%ns6f&*E?nH z;szTRJQ>5>bQE?hrcK?a+G~mwsM4(TSVp;C34Vbx6VDHzW@cwQcZGTBT4GQ?_7??CNE<<#j9Wo}L#zE%cYJv4fKD%f!1Jsfl=x$AL;Y z^2CyGqkVf+p&&Ge$OQ7ymcqGCQue`nZzIISvEXN6B(oQs9Goa>Zl(UnW=9F?@nRK= z3xIlv#)l(vegT%}%Zl%t;{P%Zf3Qc`M;wG&fQyKp`EV;lG(zSg?1g1%Ue~jfpO*1> zG8g2E%=Nb5Z6!^@J2JSs(1$C>NT0;Z4;_qEl^7J|E1c%ty<_vvs90yL{&iHpTy**% zPwjz<@~GpyVv(kw4e=LC5|JUZY~qZD?Uln3%FCs5v@>xWc6El7(v8!Er#fD?YeXltw`kBU!&fIDJtr1BxA(d?#Yk&P&rUf zbqR%J7Ouk|8_e{-o#5}VIMfd%ZmYG%xkzR4HTv~;K6j5;M6+=fU=d`yy?S(z)kZpP zcf=GVB*22IyovT2?wP71Aw_RFX>Um>zv@Wue?P@x`=Nxtdf>Ki;<(tn*GGx7A1w7t zW-$Fbg!H(&T`uxZ$E z;=2hhbGJEKxOtBYckC*}Le(^VPId#^vZ=L^MQqKi>*_^~=aKJd^h;4`k7kPEFRZu@ ziyCu5k9!*wso+oB?LHNa3Z0GZ^)N%9jF@0;t*5Ca^2%CAjt^!;8ZxpknyZ{SXwmi8 zU&{OB35zo}Jxgf5p}5g6gYR9R+gA@X97CKro4@~P74?WrpDFgtk4VUKTss>l3Zja; zTz${jvEg8->RT>Pyd6)SeU87b4CjCE3^7qY57Vonqa}dWh=R$tu8!5dFF56WE9*TG z&N_**pP4z0OtTt;qf*=wB>f)h-PQVn<_=Ro#7DeDJN`7oyJ$CDt28Edkv^-9_r7Tx+|udd{U6$dy*I_>p^GLCR7z`lr~7udJQjb7 z$X(1cP3DLOIGnBW60=bj?2sexI`>OZ7RB;6P64@wc8mJxSXoyEb4E< zh`Vk$AlN&`EnDaLZu28JwZvdXq^DkJ9^%l#oOjJ0LGAK{Bo*W`JdNxih zKQA7yBDH5Q1LDNw;LN;3jY0KDD^s}K5DYuA<<=tdJ!l!*D9H1{=&dX!DRSYQQ zdiHj~I?VaN@9MdMLB9~T3Udo?!1)GPTL%p+AJXt8RA2YVJe{+lxt|_A}a|3l8V|lYW!_(Xv0*rZ9$5!G$(5#SJSBZ zH|=gtbfY#cSM=>yZG^iCf|uZXZ`_1UxnX$gSDZ@FvVA@J;yeBhRvjDv>S|Sc)sKFY zEpcvFdFpo5x&=HrmqjN$#5^Z`Id4_%&7&5I#vm;5DeO#@wF_~>L}JVZ{-yE1w`tCQ zQR|hs$*?r1@O?JXy96ch^tMkzSyEx&Mn1wuop8M(RM*w1geF_MvjWTVHRXy%`mDqg zt7JY^vkCNIACgbUFR&x5fJx@$!6=ZF(gRVgTjNC;CI=$59 zFB6>T3=idGkPKnML6n<^pA~nEnQ#NSRH+l53BY`i+!wV@0wSsHE-^fNy3~f4Sm3XL z9`|#U%VWjM)V8IsmX_WQlTm;&Y-Jnz7v$4GG~*`qU$q2Ne8%p^G0w^#!UT6)_)5jp zFo>|yXI-a}&Wl7q)=?$98msh6rKic%R@-6@`D4R_aAuOvnKS`Pfr3|MItvcRpjH-q zrP=Yse%7=S+wq3CB@Myq4AAg!bPdB-lz2TO7N#;WSq$j|kJ-{4fsQB2{!}IqIlL8#i!C6ungD&q8*R-`W;?prJUh7$quN>Rc9M z9390{y*-nbUSV^Sn-EOaQI{ZNQyAT>KaOk_WsG3vULIqOoDAeN`s&o@?H53cG^fr^ z9m>haQEPluD6$MEqkr__Epq10=`Jd%$M_G8syr0`QNANr2Qf|lx1MYYE(<<80bi0Q z8VKT6-o03*1OyC@y?PndR!EdWyDNA@(|`Q29yDklpXEN@;h-f&553~YTD?ayEqmc) z25TPzPFe&o>t%YV5`_X=0O|w?nevR=H%V9dX&?Wh)U@w*CV706nXzQ2j2eDb7?hgI zPAuNLx#jU#hQ9bMy!Xn&!Mpd)`&`VeVL8G~tr4qA0|_AGa}$G*F!V^m!XRnRXV7xO z>q1#n?Z2YTx{2h?X`Hlr>6u@OO45ShS@KMd78dM)Cslj}sju&FR5wQjJTD8Q+La_X zck%=3PA)%f1hRfAFi9>jmt%hAB?zfopADp7IWZ_@*(Wp7mg=#HBh4tzg^8O^ra9;4 z2`uG9P4{)`!|xQp`+45wizMf#IgUU!5>Y|rK6W)39M0@KlcW%$Sj4t%mp z9z|E#oN+*!pzXwH*P4;NC*!qu_M8#DEYe-S?rdoH&_oopaoKIqBtpb`4`>Gmn@yRBk0HfZWr=pyFFtX}@3BN5!lsZZ zmdzTy=-++!4QjcM;N1~3N=E34*D(hUinPL9D|VyW58?&yq6|KgCw@^+t=#2+b7XeZ z=^4cBu7ppEx%(mS$_}M}s9(lsnqB4jTot~DFfB1HF$ZdR7YyVNTxCmIq`|%*VP*`h z9Hwyt$W&edh@lHnnVuiYI)m_S1K}X`ZUM9KhwOT8r}dYC=rNH@?O~2A^PBfm$Jmm^ zTd)4HD9bsWPc_r0-Rp|V0Ai*28JYKlOzmBc%%i0n8Ry zaehqDAP{XJ?RqIRyBm90tNgN_@36(3(~&yCLt%0|70G(l>cdeu+@Z_j|3Z{SE7KwD zSAFJlLuN6bzx`C9SUclIyzS2<*?#{Fep9i6FQVh@%rY<)m$Dq3XmTL`K9wla?&WI? zD?Y!s#|GyHecR5lyw?MVO30$>2R;oSx+cq{2uhOi9KyTprLqlI_+b5RK_st)crzN%#9fXT&+#7pnIuv1=o5qrk z|0}x9ER1Cm?4s`SL&leTO%}|=K~g=88pLcuSi9M7BD_f?N$x#)fZ8-n}Y0Sn7>M?ma9J9I<+L)HJSJh{9i#dvG` zY}Fh5PpkjK>at(<$sX)IzD8giV4BvT~J7~i;QXUEXcmh zeo3l<3hAQr&>L(Vz_y$g%s5|Ul z(WrBHT2HbEtRD&9V#MEkEVDR#k|?|(5PhKu?90WApsoyjWL`VqgCP>!gBZo-_8}f? zRrlos+zP9yf&&tQaw71#hWsz|1K1lG<%7-e2l=qCX@L)F-DCc@f9^8SDIaFw0iZg& zo9NQS4>bRwF^#?4DRE{GN&Ycv5aFvP$^tiSFrGv65_Yh$@#ozd5j&m%y0{JbNMK&N za=EkhQ6XzzJ58a}Ikj)&i45AE%5$tPc2X^je?6mmS>YhJwa)gc2MqolBO#K|NQq-|87}hA5`f_x z*O}$Q`uuC%HE>Ug3^52hxDm*9;>(C0TeMvAche7Z*whOeT}k23w!5D6t;lXRl`0|c zC>B~U;796!kOky3ThOz!LYBy8`HLr33{})JJTPzDX(66M>Q$Im;^+U+0=SLn?l(SzXA}tiH-^J;N;?=D zzM%Q$+uo{8RP&-w{16r7bs%|YtlE9b1IXn_bD9z7NKy5m%8#g}pO-;ZUk3nV4yV4@ zhZbq1^vJuH`2>OA8hb3MXY$=tuI)mCBPvpkWh8}u$nWZosof%a8-4{0mm9N0jx8d# z{#Jx2-{x%akhU07REb*7BhG=^e_va>UT~SjAK&o;vSNN!$zOMyLt%N`@;Qcjhxtdq zPn^GXw?XTN732qsHkYYfVD(h{a=i>@+G^chxQAbOtfD^++Ip7YB}R}AR_LWZTif)^ zG0y$n_p&9U@*7q+h=>MW_OtMpB_+I0xJ55A^9g8z@r86Tz@A?$kChS%W7HeBTerLl zIBPq0hxtp2j?968GlU?Ymkb|`Y_eC-_(L`{!uBBUKeW81uGYkjwV!f}!CUBAMMQOB z1LbTcC@QdeTZ`2yeH)Ittd7O&7p%k%RAW*mK8yW+&S@_(KTgZOry6Ev1Sjwr))pL) zxEZnxvNF&btzn!vWKFKMw#-TQo-5;u1nVXQa|Lupc$cgXIQOXXT#wVqAt2FwC)}D$ z_K;C4S8Q_;F5g(Xm;sgJwJWh~*nFDS42S1xm9bIE`z37p0FTJt8zPNifjJ>a0Dzj9BBCBEzk36QnX7q#uq*GPPUU57UnKwuMI0)(x0*;#Pkuo4<8Y; zyt=8xKjX_zt^Cc4yEmPy%xSGT{W=|`eJsWe7!B7+|BcMOZGms?4mKEh#LaY~Ke2Yn zf0VaOWTZ|jadqy;2U zFMXS}1fP%0h9-)sIKA9FWdogGF+SqnsWSu&srayGy8(h)R7vgLe`rJH-vtmS7m?ki zSKtW4hiZSU%hJ4}O(mr?ZI=Yyhj~EU*M3q%opbKtspU72)_ut@pn`;cu~(N@Aw)Zw zo z;8*x!4>=Sch+tseNfGZY!ckBc$K<_J@M5%=VnI&yys|4nXW4t&u5a4iCVjHcFl?k9 zFugVi1Y1l8#3tSf;Kqmemp<9eEZ@>ey_2c)6L~;4h z0S!>lVn&WA z$qBKcc#!OMmyQ05acKNe?ew)rg7+Wl>@(QT<#GRYpT|)57k}&uSoh{ws+Yt$f?;(i zIqJhSo58R~Q-fPDOrtZV%)tG$wM%59@^%&-|F_Z6f>nfZ`?wM+!Bkw8Tm27WS@fyQ zaL;!7-p$3*dOV5dzTX~v%&N53gf)=|{biqwQ%N>h_>?B$Sy zoGcwisx63l>YG&Yie2cOMESD8S}qp{)-SwOvE{NaM-t*VLE@xnILNxz+G#juU&Iza z@z$C=+2)7%yU&~BQDVokHKAYS$vA8~gT+_+b6Y0MPq1MQdiqkf&p7A(X3x9imRb#` zumJmF6x*UFOw1A%B28FYo8*E$FE;z|>E^jj767!{PQ}EAJPUVk#q^RS7UkA*_7dfr zY#9B51)TInCL6(9f+e0Y3XZ#U{~EI159>?c&*=U$iAJOm?IHm|mwXST-4t&#EY+Iq z?K|)bY64X#V|=8med8#%M@ajRjh7IoZiaB>g6yHS$D-zXb=RQ7+JJazsHTmTC=x&?F4h*7HwdoWRTFjg;k|m*?;-~O7KO6 zZ9+-QshvhQ6kgtG=*g&dIG6`897H!PX0VJI`5)((6hln<4ra!xAiw{ToEJfD7<|?5 zbcM2rJgY}{V%*+fe6)=I1RAPX_@?yl*A9lUvIC&s=LtL>G#k>_>OL?KuZK`4S9tW- z=-oQVS9dtrB z4jbMPh2QW-_Iaaw3gSNr^Is4Zm(}fWg80tTpIBK=wlF zN4uS!U9IVUSw32D5K$B(J_I-tip;jP9khfz=wJaj&CWx%rhO8)-ERv(LzTh;pHD(F zfL?!8TBOgybS3a1;E;89&^Z?E;o*kbFQc()lMG1E0_-bG{z%aSB2b&SaEy3M%z;x{ zHuog7q}0piapzjqQo9(ffG|Ec`E?PFlYrWL2p-$}!sowlq(#1J>Yl({3+2vc)0aO% zFj+kdF?A1B8w)!ulLgy zwG4C1+=cyW_J2jix;?YL+l)!dnkv-@M-CIc3JO_ady|Y$ZXau(fIS zo+$+7xoXGXVAU&1lMunKuXV1y4_%y|N#o!ryfMS^F#No^6QMe-HLcl-O9ZZ6(~Otw zJfYN9j42VWs;mG0=>`AT-4mvR&HuWF9t3uk?%ZYe8e`zypIAdtms=LMaSYdvQj&2a(2QXzPATZ5f}IBeA?1mmo@Ja$#J-p)K-;pFd< zDmc5(t$nPfD2lzU6Whp8>O$2AfNUc)$M;PnEY}^1>rI8uG>0V;)cy`uT=btW86RBp zy`cp$fCX1?bs5RPfot04)YEG2hLqC^<+fmM%uo&^6=)mX(M;!ZrzCXup{ITg%`F`i-2C#W3N!x{feeH(&MN*RN zDpoh&+}g64o2oh5-gMjv9*f1lx+$9c>Tf?lle|m)hy;3sAnYsy`iJbP?ElbAiY6!n zv|f%k3s>ZWkF~V!nlq(PlPJ#xGkT`nc(rF!zxdLbL){9={dp#y=M@NON{jk4hx#EK z6{L6KFGV!p>hDi@3v@QWpp*Oa$bCL_z9xU3^`} z9(p8K{mYWYlWCqn=E;V?+AU^3l!21|^@a$S^JAH?fk2ReNL5(_-VS79K)AS+yvI3` z=LCta4<8jGonTBT@5V-ba!^pcs^FYC$d9@6yF}ZqMtQkjctu?!E=sL3gGfd_oZI;r zFN=9yQa2`rN$9rxaB3ZXd<}Q6o^evdQV)DLsb8&k#lu-q_!eRipGQ+g^X|0I(MR9S zfiU?G6S`o<7bE`;P@0Hu9250poH01K-_dE&&ZtsCdm^)l_6*N$L-(d3Jl$W}_SW#p zarFc?b2h)c!Mf5(pKcsbpRjIv6&IKJz49n-`aXWu^y&dHdv{vo`5WAS;$~@_!6ej> zX^<>z^zplsMWJi_hvu{tS@IS@E=@{v>SI095kxkeW%W+~t|UHm1Y-fdDs^dMqOeI* zZ0L3(c+K?5z9HFsDS$^^PO@gRoe$Wa4OZK9;m=Sc9S4fu9x*>Z2D}7Sh za$NDt-yGc`~*W_)K|2xH|bp) zvSFWcE0w9@@xzU?>qb_)dGrOBzk{@vf6S9A-K4Y^cMRd`lluL%qwQ%hCZHHfXd#_;2Bue&Xdi#6H>)Tmb{6lhV()K~I*@Hb|Yi(zA4?+(0TA5WLVUlUTiKXm>g)O>4vzY!YnM5qBYj{Z#XoZRNZa-|W3@#=DK#y9f8V=!hyp3A~irfhSV zlr$mQ>}7FlDpNlC!Ve(IVb+e_R6ZQEZi8`Ani|7aY{((8gTE_Hl)5yPV{(I%!Sz4^ zCOfXjx!e5g33*lC-6O!PwN&OY#L$_OXY2Cjhn*aU9!?AX@^6+%G zHh22Jr!E%ucsSgGJT#wZ{_m-X2#1!ht2Kw7s)fC^r6-4`mxbs5zL$40x3%Wbg;;so z(Fh7~$XP>d?L2At1vsQ!99`TsUCk}6IX+u^LoBT|WFzzaBJ{`Z2<)|M_-)*MRK z&bGkiI6nypiizRj{D1G-C;d1XB1dRWibx8@VQInSRA$a6K)zPqzm328^Zg@CA(jpo zUL`D5&IIR~G7xT5Jf}PEDyw6wpHdVF&e(vaB{MBbg?Os zC}?v1-{Nk@4HYl>cbb>~|5q;lCtvUR@TwW6g3f{eekGYsbT>`gIq6&cJZ9vrmxhtGeJ-+vQ{ ziT-snq;mA{RS)1L$>@LoxzMOO>;q9)_vcLvXI5V@WBVjyjtx?*2Z`HH{i~eS@j^9V zulmASO+i$wmNgq$eT1Fpt~0p@Z$vm(>SfLRM3%D!vyw?)aAj?z_N7F*y1BZKb|u$@ zQoe%{KRhq!`HT1e*n7*UxVCL!FbVF#9SRE}xVyVUaCg^GxCWQt?(VL^A-KD{dvN!z zx}9VXP;H=JS?&w z*RI;IcX5nTUY)!=jDBh;N^<~qJKU~^hSWUnP^W!rO;Wz#JIMTwx?X0+bu#O&czNe1 zE7F5XGkv!2o>NrD8sCyVN+mf5%u&*Y?Yk??;q;9Qw;*YvKG6hMl-GVbH&=+`PpEPq zT#CoEJnYqgV2Hm!AqJ196FBYx?QFVK*&U%1cUW$(iM!CO*i~TKpFRW;7@53m;J%G` ziRnz23n8IyK7xd-%FHvp)!%nS#P*nb^M==xKXuZ~%D?W4Xf6!_QT})&EdN7S7)eTv z{<}6%hSMm|P?GWZeU7ty56qMUeO6+et$%q}t0~<}sXFzS>~Z=2Z$98M$itzxSlw%! z`lhcn=csosPBeprm|HfjEJ0Q*=o%<0E&&PVISI%y}Jf)UWwQNBHpOGby#^s-S$ z3Z7vV6-i>K3k(z9Hfb+cl0;+kS5`5lV^Pf#5Ny}-g%cYojUD?1M73ZxkIY(V@w6X3 z_XsK-f3X7u0#px3>t*FS+Pcqmy9TsDr@l}Uz_$Cq{>VL=_`Fwfi^i47reaED*|!e&Ayf-i(8+canE4#tYkzcB6W>#_i+}tiQ|e$pPeneuFvUZc3>EvcUBd_;Rk(*ni-GzxdGq5Dyf!({rJf*0Z-a(f~CI`qKjZ-{Xn@nF}&7vHTko zOpr(R1H2D7)&+x=`vIQt6_O?ME&8x7IEQKnyyE$NQ?I zH*el(>Ze9<>eWgQKE^Sa;h4{5?5E@vcM%?*3MrJdsmVYrX>%V!TQF`$I!nU4`8m2Cf^$Q_n;n|$IDJS3dEJv^LBUr=wJ zVY6i&c6$yLp6&;LE(jPNhse3<2QB6Ow96>f^^wK4UK}|moGfwYov}cnc13CCEVL?n z6AP;l*30l24=%+FLqlTKeT2upz)QK?3K(e6Z_@ zDFzl#2KG{2tuJunSW74~2EwE%w~?XRLgiS++Gsy`*Spt#Vl zA^e&M!ymH!_e?;=iZ-I+LehG+e~p_~NChNq>F8)dHx*of_C{9X*2XpfCc0lV3=+|x zW`51f&dk={#tu|W|GQY_*HnHB@xM>yk4k?IRo2eX$PNUekAH%Q0zmuO$ixgJ(_KFD zgHT}vDo}8+wY4;|`lT<>{cBUdI{LGz-|ES~4(0dAWb~{+=>G5U1JWr>Kp0@46}Q*3 zG&A70HnB7U(9!b$!VpM@VPgCTw(J4a49u*wf_k=psyCop{EjAnXg$o#bf6{e{Kpr1 zdRCU-y{h~}5dr~C^&hnuKo2T_V5baVX8!$*fPjs&27sE0mF0H_AaK$B>J`KjeoX_k z_TSp&pA6xTw*Mry z|ICl+85n*O=|8p75!DqNV%GOwqMKfo(+Sr_&d-fE67so`%R6@FxwUdiO7_Ljme7-L zDbyB+yw;M=I|bA-H7{+Ez8Lr24BPPh#E#LX8XVZtRjocbCVQ+|iI#$;$eUDmjW>yA zr(DQ3t@m{6Gd@;!T>)A?OsQ?P6Gk~CL@9NI+mIg_){gm)p2Sf(X4 z8P)srDa1#IEmEHD_-@c)ewnj~6-`tiqcv--#{JO~2W;g{@lssaQMoaI0=7$T=Z;xA1X5IO((xGbVG~6GibXknW>5rZk zw``oa>_1$2@e*i6cE0-911zNzqgSK3p5)xv@(J!49=`K{JK4TH+Qzir+#}HucIx=r z;!VlXYk^*Otop*2TQWwv^H{2FD=nXs8~*kwXdUhAl7o5^P04!ww`x52j1c5z+2+gY zR9W7F=ea%NR@_kX8h-YqvB}koETP%J`xYvU0ym|D06Gf_DF;G06RyTMXuD(b6MA4+ z;FcAFrbtM&Qi@Pls2?vvTV*iBp=hskx@IR;c&{Q{^YY^Mt<_~aeyyE)AxS2uO~EjX zDIcQ6(U&-KOt}eeEX#Kdon!)@UK`(arPwe|DO;kUmNz%N=k@A|=_|4N+v$qX!5`de zX$ncXKiBPs*;-DUoL0b87$^f9Q#= zp_1y@vMHm)l}0ta_lv;Ccmgu1gN4~3U?lHLsUz%jOwdrY){J|;RdM-Ftq1*eYAG9! zZJ>O&RQ_3H>Ze^L2t!ttE3?UdGlL|!S_;xLoMJO0_H;Dx_WO^qY0L0Oy@g^FKOlOU zS-R?NHJ}_rfy(_>M~sU5Ts+2lB2xezd9e6y4I$Cv zYV6}NO`Z@qb&SK+?Fdi`hyxbOMsW*hsKxmv6MU+Y4i%nM4Baf`CU-i3I+nK$bsEO* zlt$x^DoF6Ngk^5Ihp3v#_^87Aac(6BHx>^**V7QrGT+aL<>Q8ss;u+qKg4EE7X7Y-YHy%lDu1x6}R^JC4I z996U1)sHV%O#V7XBwg{LO0r zPtE~)M)p6w1N8Ka|Bu}ROmzPcPXF0Gz|8hF zQs^i7oD*DDYSb`Dj2+Kn{h^$gKDv~yiweaUeB1C+-)W%xtnWte*?QTy!PwEneXj)ZE=v zVjDa{ZGTDPaLN*-b<9^)kbh@R=iaDb0Ar4$O2Yti*frf=H|5**cTI^4UN zeF;hnsV!LMv0nyN#18uBk}2DHu;DXYs&3q(winO?@fPWy%9kC{s9V~P8t#IQ^LCm+o4cLUV`1{0d+@|(g8jQ`85nEaIIkzHg$Gi( zcXyu-u4jXMgzo#P-^dGH5UC2friCU7(hv&14-rn%-t(ceqR@Chm1L*ZPh6ep{+@%) zCl*eCr-;$Fr_9*19yK<#S#NccHRT2Z>BLK=duFt>9dWp2ys>+JvZ2Cr_Oi!6MdOju zRQQ>`q6S59o*Os?_sQ+BZS0b~D~P93131I^jIP-EsEn$k%;Q-|wJ{&q7B7vIz)V;R zy@VBl+5R--WQf)~dWm|^ns9*ODky6K)0Pumpz~2ONKZf zNB2s+HT~UA#k%t2&iDtrp(JpI)=?Sw_k*`;lRhpw+c%%P>`84cMo!`U; z`IujR&;!jO;uHED)y21!%pxndA9f#XMs7Jc>AzC-r-CB)6k-N@H)F$%!r$f5<`I37 zA@CoV@ZGXib-PWo>i0rEW|Uvp8;q^?o}-cGVA?yJf@OotiDDhevEe%qZsm~G2iexO z7t^_{Ojcz@$98ovEij}CFsc8L-N0NLX_k*fX$5Q)wgIHYkiEaaIOzR+L$VcZUB~n& z*Gu=2@y5)<=CF6~X;-AOXA&8LBKTu}Vg!J!#S=#varfA}R7h)!jKX+=4MY13wS7oS zE)pfsCssa|^OOFg+u#Qd%P^nV1`I#sVe!W<6zh|P6n_5lFVteZ4bK&DQ+%TQ&pma3 z*nlpY^mJ|?AI&ZG$V-~a>>R+HB2_i)!)1yY8X6}6CcZZHWt)XOJk@DK=)J2@dpx6y z&#NC9_lV<3zY8X4P{(*%Q$M}oND!NwPaDe^)ln=S!?e6R?FCcN zo8Y+}X#mVDWVFFs4mf&vh#odHv@KKcw6a#WHxSRNj3AI^A}c0)C_FDtTc}JeF?bks zu+@t2(~Lu-(6W+85Qbd6)OJl!sz~A$Nopi9e)@9vKI4#@2!fp`8{o@+i{xAM%={8` zJz2Z4TIWqqXTg)|v+Uin;JGmkz$~C=1d24VcnbAC5#YJl(elF<+sm zGT*{27~t0T9YHcls;{oR-Ue??olZvPvWLF?B&Ao)~>2^>0QK_Vr$mqZA*fs6 z?7RiuTIaKf5nOLGOpzrsUZ3GK-9{M-69!B`%`35a<~#I4zMYKXZUhF`7|EW7@tdJ> z&Kqf~9B~2hybCYqw)&$!bfZ_r-|+h5&A;I-In|{8e;}a$;*k3P$Zlr>F#N++!wO*i zhXD_=-sxF?Tj3z1pB=ye@1y1JFk63hD+>mRS)N95IoMs0^i{S4cA)as?GbB2@wwOFyL zUqYE3%{jHIb=sSA3^}U|dy*$_e9=O(`vaYjP6;LtPNny9F0U*{Z`SZC$5z4(86rP_ zDl_VimSZp>OEF#g6nt4>RM zN%2()lsY-7e(nOhqX|b_MlCxh_+Sb9?EeY2)<6Ujc~#KZp<&;;j5hApzYr$im!U4H zdrAm)g&CrTi-om*he!TqKS}=s417%#!ur&fWa?C8ei7-2LUqE*D2$gEk$tC467;=k zuipl6Lh{ZO5PMSxHc`WcKG=yHmY2RO#m3W(fjYtXB0~5?#Z$dCw=#OUWk+&gMQ)r3 z`E>gM1G_d)>608K{&ES%65AB(N0p7+qH2 z_hH-u3?9eMg(m>$z2`0xI@)iDU!^vT&&}}nvRSOmJ2~Id*Hhq_zB_})<}s{gF+KF% z{37SeXdUOnVAk25E3Hu`xK7*AMV|!Q2#j;%zz0)5jGt7crb%_-;#MwMo}pMjDiAX@3=fIX`UG~)Yu+0x zporXUBq4o5Mw2s^@e?sq41Lp_6{JJe&B0ynj8Xj3>)v2bQJ0xj6hnpyNtuSWHtV8n zlLpC}Jl)gLBn;DU`4%W{Ke<|~k;x8Gr<<}pSX}1K@S~UEpu}wIfO}XjZB=)_Ks<9& z4ti;GRrKx{LJk=LP3St~1&u3Eh~rgWas=&8N^>EgxLzuaW9#49;OnN=;e; zTh4=1+1<;5oxYdzW2ITI6hzT2d!FRbN71ZIw0LfFdVA=m72soW*^HQ^6WutzD(F1>fx= z?r_%p3fCg?q%M*VgfR}PF9jab_U)cETukuMlSfcNa8ademOmdI_htB#4~mX=PJ7=% zk6!f`^9GxksyvUB=whZeJgvMfqac{a_S`KZFo?;=XE94Sx_8307&Zc`c9R+WR=viA~RVhI-w*yhQUQT(1X4Hk&!{sLrly*ezbSH^^I} zr21Gn%6E%GRJhlEYqb_mgb~Vp4*}D@Wx=gbB3p&Z8)GpvRF%smS90mlT=imN4(93= zcPX7Z@4SpIESyAaj9rf3my;g{D3JShE3%&uk;)K6b+ZU`jx{jS{k! znXNSu>J1O-X%><^$zt!xqUi@Bsrys%T}a?z>nz`|!v~zSH%SF1K_Gjw>GjyYzQxmF zd-ESun7;y1fBM(|Pfi~u&{1{&h<-3K{6EPF`Oos30VKa!|5bqhOxsgYRJ*x-P4T2} zXRa{b?HN{Qw3z&sG+PB6n_pqHf@-z`np>gQWM&e7^eGgJ3M5xxe2pQXl2ycYItwd1i8m_bn{zi2-&U-lu+L5x2LZP9 zR1H`dnxS~n_TF8kbpsS{uY8^FoUDw7$Hsi&e|>oW>pnajjR+!&jXWgExtM_Xy1we~ zdhB8?!q{TnBrs&&-}E|qD%bV50p}P-0OSbLSa6yE2+S^@Z&AM88nNC&T+wnU|J%_2 z!svg3j#dK_DRPDkuK~z8Sih)@1S+`xBUrFAX%?xUa_Gnbw_WoqA#a@}+hX(?U;E@# z`IfA49Ee~egZMY82lBk#q%ZONMc(~?uMMoQj%Mi{)jProQ6u}eQu~U~IX6CY@QaS62C!MQOn>XoK ze|*G{e}j;eQ15$>i1Qald1eG97MJI)7^~zT$9=n=jIFQjW8W+0{yS&^*<~ehS8`Ms z1*X;$)2un%O9-|7rq5fqtUAA$OhO7i4*U>~Aqd-@mcpT?B(QA@@2UmC^q&lZs8;_+ z5D#0GuKk+k^n9vz)`8I+o>i!h&UEB6QOOfmHkdZMbB@j6K5SOv4bf1q0i44_LKIF( z*W+cMTZ+p3z!YfLSmyyXLCw*mt;I=gX{@@e!Vj z%c@+@9JOi60kYm`r`h)}Gz-H; zyfjT?KN6n}57)m_t`wnfxiDuVN01>f)+YA<+z>uGNB?qD-jAi?n(ly|ANk|&)Io&I zc`p{wa1=Q9!}QOdh-{lLF;Q;6JjY!y@)w{(-Sta zy=_fxZk@t<)EVl+GLdX_vNN4n2_P4OV3?jhc@Y8Lz(|f#-0H>%!N;~1?HKG$K1kvi zyYu)HqNRGvf{ycePY=2GQ)cFNJ;YEFM@&CkpV5PC}QL5kI%k__Yc^zLrj&gKZ>)4p!TkmjLx zUd8qPjFfwn4C_uUcasdEshhjT`z;`Q=)^1H%@>o5OxaCamz?UlS6GV`lsuPN>sZZf z0cNz_DH--_p zV1kqC3H-(Rgof`*V{YE}@5j3|Xe`M*rqr?Fl-ki4wX-wASMv;vcKUTl>y`QXi(h$% z@43h(BkVB-5-X%gJ>%QQ5FLU&kOqUOcdyr=%)SCv@u*Ykm~WNS@#bW_SyY{eZQ}cI z91*P{H9YFOEv4I0JrE^#qa9vC2!bV~I6?vs#QU}pXOy$*oNFU_=)Uh&kK5N?_w7x| zBGvu$&&X-ciLd0eofD*f^aDeEDEHsidLQYY@)yzi0Cp{1ZKri+V|E;s8n}2sWVET9 zf26~y%?*vS=r6sh)>>&&p*=n4&Y*48bhFdxeZIEp#RXu(53+(}%&i{xU0sl0+R}(L z6zF*tlw$QrKipl%pU8eNn<(u{dBzu<9dcRJAj?q@Nf2rrI25nIYqzt>t#Z>#I)8hf z+v9QG3f+YkT_bEhI-zuSd0-+iRa2zibf7=yq7HVPRLM_pXIl$x*Ta%?6#*EDbcp0J zx0wo$Y=PrP51=FZOE2ON?c>y0rHhZByUGTtrO|>2Q(_T8^!dQ3XUlO+Y_DZZ66x}0 z&ztrH=F#_c{QKqc4oyYZ>}{@nX4CLqwN3E!c$qJAL}&sJk?|3M94@UFaiY~{353?Y zac5gixudWC)*NXpcPA;}cEAQxJd&1$vV>+oZpxV#ar#5;i4Y7OVYBxE6r?7Sgc4b4 z5*GLv$&h7W_6obUI3DYbqcH+gFZpRE9N}>7JZZ&7TBEyF0(vq@RzhN{5N`+SVg6d( z;BI-%=~0|+>%!^5FB#l&7tRSU^6mT!gPUds_6~}0kIl?W|;?d_A&ho&y%@||GZ*wd|?<>XW@UwKRphSrA@RP+;8 zQRf~xBA;Jw-O06rN#GU4Mvd*UyEtVb4);&9O57}oC#;4i8@%P0>K>ci9AXd?WV5FZ&y0DK8ct5vz6e$BNw8iA zM|VBLwDL^lw(^)%f7(+Q;e1L~;XF8hi1aI(Th_{@?N>5#bDtdG)YU}aGD6>q*zSV% zxa67nSpxOoLjX*8O3iWf_|AflXz!e-1LX{%JvM6`x*)m(Wxl&ev@xt~WIyIG(d(=Y zG!Cv`PrLPDHHOdYl)q4Jm4+f?2knuP0Su0zf{nI8{ZpquxE|@6Ba~V%xXYh7p^^6z z?G|wz+x4uelp492w=NXi=t&{V$>v#;DI>eBJ-;Z}y&?%$5te%us3vbDj%{i#zjk-c z=l;%PCmY^*W!%(nDhV~jv)Ei|IJmBfjKS1%M(!1)hw0ABGdMY!Iw~Ci0e^0+_7}!Hz zlwPVIhR)Pr>@O2Wm~uPHCLGhD0BHjUr7W#DF1-Rw);c`(mm1@gT`@d!5o3VC{W)cD zl8;o1M~ga|#F1!Ub;Nb=5@-%$rd=qfo3ngAwz|iP%q!D+<|HtmETfWvJPTeadHfev ze=*HdWk`z+YUHv2$`oG`!xMr4{7{TB!^|<_pW%fcJSNQS+}zg<3|;W(GGZ_2fglXn zDr~ac?@&2bR1#xbUR8?E|6tqz!%niBW-a7mbY08~n`^sLGe(eQFd0;6smbX~=6ZEz zOn5J$+mF;yp238>pI>tz7`bnZS%=PZl2Ic8q!#m#Jgil_P1y*W|AazTFXF+|p16nb zEzoTC=gR_nKutOJXRc_3XjUUVj!D-@nPFp)*L6ag;{zX-p_)CaVO*#DdXl{;%pG}) zsbdO1`qTS4TtUKlb4y5GJg3l(_7O4#aB7?%0`fwBxEMEQruor4<5<{We3~Bzu z86HDDZP3}UC^HK$hO0)epCqQ&Ce+q+CGO%wg|CLgd(aQX^c|UsUVnsXyN+#FPrRmH zu2C<$m*?cqya|UYKqpJxICYhdiI!wF6{^4fE@UR5Giup931Z()d9E0#VavwLXtSDH zGgJ(qt+|N0NLN0RM?(Q5bH`%T=|z+oAE{bMiWFnJ1IX)qyJFsMe;?F9;a>L)=)ZkF zy`4q0&_na+sS+*P?sB0mZETT`4d5?!p%;}bewi}!rKx9Xoq*T)rX%G`#G6!@+kP6- zS2(T>j+?l#nvZ|hbr4QxOWJg>Di&@V+x_jP$cb-53Z=%Pbt0jege=^ZEz*U+dV#hP zh_wV{zsoT3OxIMO4-tjCEqvbfD&HdI-i3N&!ns1Q+ipLF80?LjfYC6I&R@?nzD6$i zHN2K!pYay7W7=2Tn0A~;MNV~ukwKnSIq%;p$kP&?NJayTroDQ`m@$Lat1D5_x5vXf zhq~PMu8NT@S!A*gj^Q{1mo7q3D}fj7aA~$?d{}N<_0>Zek(cB9`9gwZpkDxwm-R*a zh*RWd25>_8)i~^}pe*1!?7c64Ij!NR*AaHK=9wdMhkkC%P6xPZ=FMfqT0=mUeF=gjC?AGiE7B5LutB*^k2MVld*I2i7~KL>*Z^k!dh?(ML2WKc-jY7z&x2{4m(yDQa#WPFI{4!$=r@| zp8i~{lXULcv3ovoYF}zrSww!by|+jE@Gx0QZjgHGvbWN~O6=kco2xXv;~qKDf#mq* z_JmKb`V3HfnbakOb)Yd&igF#wXMR=eM#E8Z>KI&ZqsWAZ%n~yL<`P?0@|LQ{Yq$TF zh$Id!z=!pI;-mNzPsBcHm*p<^iA%-n>!sJI!}y-%tkisl@#v0@?RVwe*x-vFLBkuE zI8!^rZMmPdZiAGFjh&Z0b5seFxR<9*SWE~|(feti<370f(n#a47&e`^n$#|7;u%nc zUCJPMIai1AnDj-?*gSiW$=R7)e=fhN^I`}`dg1u$1zXRg_bBTu8T&!=ZV_?pU?*cB zo9|fsbq!#_y!=zPA+L$32uM^gxgY|tY2l1z(4QI{yEMJpD0}fUnQ|b@LD~mHeca-Z zvT}m7-i_D}R}DP)FmKOd^&*B?>zJ6k_2hBcW};BH?p?3Miff`hDH=uLy)Kg*xKFoZ zvjjH7Vfu#tOndwFaw(Kr94r{3iEAK8bbi}IkR}7}lW9Ywp{!Umf4a{JF1u}X-0Gow zN$=g#+RM#t`)lh=6P-gzbv26TPVdLQh0g@4yB5A=w^uD)uV2KQ)QH?j-I|(?!c?AD zx&gu#`Tow9C869EOk;VFAPJ8$f4q#<>?o@md^g7cA=)^xPf>B;a> zJ}blzB@QhmQ1LO@Sn0}RDEFn?U5kb^%x#)?JIqk>Mf5tcS*8|$;pB7z+9uU3lRMY4 z6wOYo|JKuT_0hgKUZ!=_F|{zIIN$+az2gm88`D7|pm9xa=4DrnIk%|OyU5qcPPBR* zeH^Hh07ZaBwVmSl^NswgPnH^P1>{G#q!)kWy3C#a#og`EP3F=!2zUX3!^iz z;IJ8Nq`Bn7r|hOq-y-8By-H161Gcg2Rn-y`Be(!)Rj&AkRV=oFjriw^_@6S-XUbvc zNM3hc9llV6T+V#j-apTOF4X9L4GRm)@VHqBB=o#XXn)!nP2;SfFql5N)~L6B2JpGK z+^YxcAeS(SROp3jqhmZBJFKtHv6xFhV^{sG8Sy>_huSd2Lm26rg-b2Kb zx{4@#+w2>Qg4d<~CB`lhp-aod5Sn=Y^b(PT8}8KcfEbJ`B;(tM+{mO4qq7ndRs;FT z5P|GV@a1>sMVW~?;?L|esAq#96AhJMpZbdQC@2hUMR3XB*~WeBTAMAhZG1&k{iusF z050VTqxchsHS>>~o_iTl(X#Wy*LC=Kx4pqb(S0yVr5eMxA!B3AtPbI{hMnC4Kv@&6 z^sliOAn!>e_oT-WZus}{TVC4TI|a6WQnRCgb`nXU__ig;1;BwvrpX4rTi*UGvJoT2JS8;kQQ*0TX-)v3begbGiPAt|ZA*&nX@r;c!EVqEKYdu|X|`q*30JZ=wFA96SHy5Qb8h69kV=!-dESlE8d3~f{Nb@uN{L4Pz-=43*N(*<>{E& zV{{K|9gF-MK48WMMlVLr zze|hj$ftMU5=wZJq9&6nydx5( zBBYhxZ-soF4S7arQD>ZkF>>g&T`ZKQm4_Cm(1eSYJ=?z0lb4k%XDRV~I0$QFlUp(~ zFGv9#%q-ahASc_kfvnsq#?4-yn^U3&NH$kmC8-}1LYG<=QKe7S*tH>DNc!8#B;4t> zWLeV=*vfwnITSx*c@W$&)((TMeW!QjO6Pq!j{pLJx*lJ?eCd9ZCS#(ersnSc)aLQH z>avHQFeI#9zhDVEIirH5bz{uy0#DN!j{wp9ZJc9`i!JLOApyK-kYR{>6ep@63tay9$nk+AHYb zftZ*rW%uY?GT9~#JYbmsD?!W^b)VEqXG-QFMKYn}MW?9Br(iK0-*lDi31`B^)oY5T zgOsQv2PqeUynGLK1>6l5hBWmIFYiqE@+3xaff8Bp_Vlat#L9x)B3!#bGUgnvBq5ey z*s3_LL_RN}>+!c^?<}FtF_osAeIZt(v+vckn9j`4b3&i5X*-r!Kr!j=VAORt9k1s) zMC8a1toHOwY4#PN7Z&H)Q)KvTCgu^6t!rr@NcxD)?8eN&^C<3@+ z*}e3=NjDCSPZ%HY*B0p~c`Y5BML!6$4<|&W2}yYb249_d0_7Riqo@Z5Ptr87^0Dr{ zTX)O%&uNfxfs_G3Do=^?P~x!)EIvIuH))cDJ`C8Y+s6D6ChAA0Lual}zJ}|H$hc)l z25nqxG9`nB$#++wuW=w3#3teXLH=Fo_r__y42S7J(9US~sHwbpmX->cqA=!q2J!u4 zfrM-1x74hGPPr-}yNoA6$Km~|a?ZzXG;APW_Ckg+Hm%p;E4UA66Du~07+Y3D0O3txJ?0UdnWT4y zKR=sF6Rp6YC}ARRv|IJ_ezrcJ;l(;N8{QQki*xC9q}Z@2z3TJLkB>Q;Rv%VknIfGj z9{p$)vhCM-eVEG?{Xjwj7K)4_oD~Z>CM7EyNEi?p=yjR078)8_ z8hnS2oUCn@kj7;@c=J)lFf^=Zl6ytQsy%%9;KGSUF(_nhtdkR*-a5i&a$hGD@B17U`>SC-m#vrTP-^cY3}VzRaSDf8Wt zP{xQ5heiLDi5~8BQfWm<0bw^kncHhpp#qq>QlXE+#nNR)C|`hx6S$XcwbkObOcB<% z5yFFs1=1YUv|}ZnH7>l(^HIt86gChEdC>w^TGg@x@ukk!#-SbxEZsEQ_&%kRcs78N z;a<6C#C>|*T#(R?-;ljHmiO>@fwGz6rkWZO7{LbD?KwVjonoQ7XNaUrAQZ}wg=zZ z2{zqWQ@#+GBRtMwil2Gf*l}aoRBomWp?^~R*>$(+;KNyrc%RUT*lcUmPqV%0g>Y1T zdO_I_1O

        bvP+xBwWDSqzbU`?JEu|f)qM36F1#7*a1;`{V9;Q1^oc-$HRUs)-o0k zIGb-rU3K6#4Q#4mUh5JF#{zh-R|ULzdG`s|07xus?EAU)m+KX$wUu_S*R|J|+wyXn z4y+EOddr3CFIys})D#qIl;@PhwOd%NQzV`CEK}DN?%~2BPK5b(ShmsJiiG^VTVEOz zT>@v&UXOhkH6I%8jRHZg8`gv-Dy4xA%i<4VEhHaN4g}D-l#8d>WD1hwTWahr9KP}I zcY8~$rFsyn4$tno-y0vNMab4+&d9>J`J}C8UJTTR(Cf*5H0IR)4n35Rgi=3|lfp-r zm=$S)(VpmedM8kam~<#5cy`Ym?{irzQ+Z3fO2zcnEgJ1yEil+opotEOo7De%9QnBM z(FFDFMBvU=UdLwDZLu7$fOS3#)1(^lqn#8sM$!?pVo=Mg2ka6dC?;^=TzCMdqD{d0V7Ec)$h#?J&#v|lRyQz5 znfp(bQO#CN<*Sg3*gv|62Ed&-+-oun6FqWRSc7WE3-MXoCa?V*ngnYfSNDF7M0R(~=wbQhbZd~O z=?y~{==_r6;1FSp)epX~-S#bwNdQ1&m>TbM?c6e$@Pmg^n=P+Z8Q<^t!%IR2rL?Tp z{h1*y_O_-fA(cGQ^+k0CJ6WUI4bvIlTN6okEjhyGhtKmHC56IGSefSe7H3hV-#T9+ z!yV0@>m~Zhw~{chb2bJ|;-73UE;SE3a?Z0S<`9zEH&9Rv{Dy(SW2AZRq4rUh!IMI5 zY7HrthH0xif#RPNF?n^i!&_Tf(p(jATc#$@=cy2b!;lAOj0nWQ(3{4~-Z0ZPc6_vq zq>na4ith43j%pWYkPW5>8O4!kG@$Uy;yV79x^xlaaXvFmz|C-mdc5lk1RLW)vbTg9 zLucyAI1HA-iUkuT(jOtI*P%cZJ6r~d_plrJZT=lxodQgTzBaeH6W7IVGB3KW{ri50 z=n}>Z{HhEUhS}e3y?kC*7f)12A`j6GHSMrL+GOO%hd{*LwAL@O_6q051BKRu@@Mu8 zIjYCk4^O}=zwE~shz9|!+Y@O0b?V4GPiU5cTQ5uw|Ig~q1$NsJRA>*$AoG{U=%S#R z5>~-;1ub_+E`pqEoc4j-cy+590}4{9*K@k657o#9r1SY>%s{_{ABY!eUhB%l(Hs|_Tc2fP2)l1 z#(MqL-r5#z9w;A7RcDcC^IIu5T_L!%l z%-b9cO&E6`ZQaN>QOK1=fK-7~#5{Oa47Ca@hNf*kS-Gjw5S~M!r6`!bI}a`GEFP~x zc9#Yt-W6DfFEc_$gSwx;Rhhx0ft<6!SOe23dPj1rVzXTn#Ci}~)}bX(zfu-T%@A&! z@Wl4fccouR&X&D1xR=)sE{*dTfDg!<-romPi0h}h&~E~#!?nlATkW1wSf82KC8M>? zDk<2q#&&N_1}?v+mhom-PY4c<ANnyC7IB9m2o%UH|#E3)fE*+*2AlR@!DW32|K8s$!N(z-%#xQK>c>v7U~ zhtchLCF6NHGt)C6IS+c5ww?Wq?0?pG?MNhG3cNXoCZo}-qSdi}KLwbu6KASiL#H%Dz3U zj``3@wSUE0P0OB;YKLaDXcyE}?axU#Bpa-zQ^8m)8XHrK0bZI28wN6 zaU68atGH#WxqW&gp7>YTwewR?EmDZNE#1sy0;5~`EkWZ7?J3%g^B!T_84^AoR-F#@ zdjxzbnxEGZ1C3{^&OcSkR}-#$Saz>6(4Z~wD-Bg-Nzo3R`mVpObyiSvce%n&g%l>a z+f};UBF@Zqzp#mWb8TReAD!WSKBmN_%%i@t7oA7h`$<=aZ*eJ$5_$-mPupP$%RfCkYshw%6{8bS}DUL*BXmVm@L}mji}vc9EDQomds$|wCMLUnkvKh z)dCY4vSUtBg58$X!i?uBuvs;^ zrK!WqWBAvOLx;A8yf~81_;`7axPU64qu{lzY>No##9enpJ}!YmH-LJ-!{+i4)0PWt zEuQ8;^<59`l{4_hOBe#UgEa|%@$?Od{MPKQIkiNAAb^Ooey8;{%ZO&*Vu)Hy3EW@# z41P1^-n(gQZmqY{tfIKwJ&-JwJbGi8IH)VNWD*LqY?p#kx8Wt+O45+Php0^Y^w)&3 zpQqtmX)IzUaXE~XDRZ>B)rM{uiIp|(vkHj<-vE%&e1%aK1;q(d9#7wUO5@(V`!n<> zu9}yKnMT~q>Dv5y$vT8Y&@i!=9Uo1%#J$;95HiUwtw8RQIy-zX9iDJIK%~(!4mDB*+JmDNTOLe&gQ;{#u92EuaiU1vZq>Xn z(zk(%6g1@>4(A-%>N~9I&IG$U-VZnETxo-z#OhH2%Wqg5>#W00qQ^eF zFO?S1`D6S&k4Uu@YbEw_ur(^C$d|b+;7B-|pKWHETO?uW7J|8zEYC8OtNW19dk-ZV z!fSSc99006CMMSXPb7_psAa3DUj&ud&^o!`gR(S@JebjW61J>@{=1~G2k&Xzh&llV z3a0BrVI*QMkJ{cvb7Rb3$=Qg$-rO1)IfTvyB zTCx!wHvgTwY4_LS7BKB$(*XV0{74F+<_5mBx`BT_ru42g{J%>a3nhzaB*?*2Ih6z| zC$c~Kx$!--bpIanzoy^~qfk1(Ug#^s{9FE~0A;U95;GYUS0v77{sBfEPrd(|Sx1Dq zm9fA&y@`F?0WfC%-z?MrO`!c}4&nbM8UOzy5&QCW{t>0(WBJwb>j%c9R4Il%R`FfZ zq+uyzl(67n_itpty`1vr5qJ;U8jiNk`^36<5GtF@J^KU); zPpxPa*NRVk^3^_%I%O#IO)36g?0scao!ydV@PoTM1a}DTPH+$I?(Xgcf(3U8?(PuW zEl6;8m*52E&3F6jJKa5Ze$D+iS%d|wbN0JW?eeE~)mq!F%i8hKLFbq@!A$b^@2J-V zmeP#= zv}6MXvqK1P^Wzim-F4*NTjtQ z&8qoh5GND81imd0}r0Yu;GK?i|q(K@n2lMz8TR32^|x6Af-YEDIu}GF~r26 z8u8pJWR~_{w)*14SvbZ{qoz^mhTS-Hls;aqlqq{0%alm#+Az%djx{zt(OTZMLSP2$ zEt#`CIhxa)$muUxist0XX9x@=-%V+x87SBXvh%`?UED*}$BG46rLmHR$jg2)SV2zE zvV;2$!V{{t_>(t;lN8Tn1fIkHkh{NksJ~Fehr*PvYV8Y}vT*F3oXFFilV5D37|b@D z{i>cMVy#V$TR9W>2`Xd#RD<^Vf4m<#mqvI4ElTokC~`aMo7b$4NCQU;`X`2&2w1oC z=%XHYy^;7_Wc|$Z3Tz8(>HXmefwHol=H$AJcyeTJ@c%+gun&8!4PdcYYuPeU@)Y+f z6r6gSD@ERT)(?1dbfA^TUx8EdUSdw>4GwuGs$RTOC$aG&51))R>RNeJGXKZtvQSB{ zl-C(GP&x4(i7UkV03Y_AMzk%nS)y z_aYQ|a6$6nNx)eSE7PKCtj8ViJX{$&-TRW_=7`G=1fsvs(iEUii0<2qIF4LgyGFMe z;zb%^5YVz67^Y|Vrv_&#p}`Mr>-_2UhECd&E~vA>1(sJkW#p=>r4#S>8Lf9R9+s}l zSzqVEy}oaD<8`@kdNDWpNRzfIa4=tL5f%$|!_vzsqb+W2tM}|=5WeAv$Go;naj~v^ zFy&&Bo~V!VV{uW|#N>p`;BiAtnq&_a>sqwfd1PPKE{_E1T;9Jrj>Y zP&wA3IJE)sc`y6)g6^5wVZ#ZVd@ld;!x>{ITK9snO^~}dyls&Cq%*f4?E3fKYnh5& zQ9pNP%#RB*cfWJv;3;OmS#ix_K^DW@#K_2sS{%eVzI%`4CUL9d#ibkoZ!EImdLgYx zT~-3_t?d?_uE|Txb$uiGPkVRauae9`?U==#uy|0Px^!G&^=ZSK!|zh!;@&U_U!0u7 zW=Tdo>RKY+#bPx21)7@U)oU99jwMr((nW>Z5OR4wQ8zt(Us$13-{^>nK8qqbRs{TTKSWFcurh*!b z>_3f?Mh8ZdOjD@>-~X9^_v~05V4O3ab`n+t)T`P1#`B=8on#gtDx1!yb1o&DZ_FKT z`O8#aI<~w$9+BkQ74U9H+f=X4c9XTS!Y^VHF#(SO6i9CJM=u&uj0Eo(@%CGca!dE- zjd6=gV^hYjOZoBTKeTJr~)Ht<_Hg?Cb8;Ti+9e(aPzUb@eG8q*9VK?GhHqfVLp1ACnHmaA31oV6iN-$ z^+Lthwx161ASoB?V-I|n&lq$2=1bgoWAq6$%p|s8?lB}|itM{k&_Fxo4png7{ABOp z{t5gtj<4xp)TsMWIe=U%7|wyXOf^!axg+ZKC@|tLJpq@{yire4-x znnL&;3Ze$h4HWjl(`hvLIpBXqRu+Pd^YFB=Y%Jr|6*YgHMC6 z;5lti3gZkSh=5>*3^FE;w3mxhR{h|qK3g~r-W{fMEVsyoOGmpGO7-KVy+;~=XdO?R zQ}IF%@v$VTu!SkGVwmd}ON#_lv^f7TKFIH0BRY>Sg+FQ_HGWY54RY%Kie@K{z}}L9 z7w6{Wlg7CVWjq6|lp~Tv3^FM#OW`-BVbeXvA>+b)KMHIK)cvK8(}OkmOGg3^bKSSc zp!f@8VD7xaToH1Sn-x!XOv+9W7E`{faXt%PL)KnSZ*_k2i7Wsajq)#X@;TcxI4P;*Xz0Hf)7PH>LJWL<=)SknkhL5&x3bY{P7PC)$ zoa)s~f7d8SBjX-0YoV}oST#FWhTnj;d&Hw!cq8JdoQ>`C(}v6%yzW~aApT1q;R|I< z#&I04)zb}ieR2Z1l$4dO7yM;_JX2@{4v5gY4Q z-AfpR=N<8l-^;EH`c}1%hYCBdn=)M=kOff_QQ(AhY+P^}-OjR;b4o>FwC^eJh6<(* z9*WsH5cQlv7w^@sO%Apg8IWJ7e1`ESyXO5Nx*;Rnn&snIJgDmTs`?sDBBQY&Vk}U> zC5KTAGqLw3Xffp8aA*>TeRZO&M!f>vcA%O$UQrlPq@z7>6_fgAi%|1-c=rmP8VXXy zSFNii)b+IvUNfC?%jBbB)_xO$+rGHD6A(7`EGy+jE+1-sS9W69UPnm`WT3YmR>Zo9 zZy!c%v@NjM=iurzx25%Qy_?0mie8uSF|C^X23?^v{bd$93Pg$SDX%E_;utFGK?R|e zGYmKcB{Ui=CIp$}lUc#CIl>`1AZWDP59iiv0}fu#+U}wz{6-0PN8X*1YGO}%aXoA2 z;w&&3s)!CeuGB809bdD`K`%WkbJrMPU}E%4GOKWK2=2jAKe z(`PHJS_Cr@DW~7+i&hQo;m~r(&z?(gm$?>)KTw~1H_X0(t4jE^jzzUe=GI8{`RV4> zVUpmJ`==@^X?$5r)h?SOn9oV#HRy;DrbeQSVky#ST z+xOG$$@8<|yM4wK_;Z98-Vv}DN|O$Ic+^49yeYV%xxrO_@HyIxGh{;dFRZsXjp-K~2Oj8_#g{#M zExcb;DGcZ>`7@XHRQZ=P+Pk_Bxgi~E4Tf*b5W1J~=POTo zC*Iqj6(A$tN4~$3JFd8{Wfh!ChtR52e~;#>PyqbPVAJqq6%`dF8F-k`ENSYvTei0T zS@qiqtF^T?%AQ2Ea=vZzv5$@<8tL(!T^~u=En~2sqjVM`@+Z>q{td408ZN6(B_h6_ z{BUONqcWGG;pk6yIvJ6+qUQ(}Mx3)=BxCkua=ZepMccBE)Rl zSviFDuM|y^zSt?#?6$FEGvk-llP*C!11V&B9WwRR(XWAkB~*RQnaR&+*u`XGEy7}q zmIz19L4%k%>F9KLpygYHjy7sa5Ev0ch;e_vE%QmJ$HgsHG`oh@L9Xvp*P^bQkJ9*h zau#lV0Y^{A4%6-fPfwOoFX&hyqJ2xp|2+CfS%3Hb%pJsQCOeD}rnk5E7l{IEJm}y+ z-WbQw5w0xxNHJCcdF@5a0A}c1gE7@Jkr7^#&g3wdyPgWGyGE&g4s8o5L(^S)My_U<+?nZJ1d>Bz;Sg*wi zT9=9!R_s$oS?Px8If^Ntv@-*YjTV>n?0hgTaDZt6eu0Sc@iDlxQTnUh`Xe>Yn^aV1 z$??Z^JyehK!CEKx*WQ@L#xD$C2E`HW|X?} zp4PWQnoZ)2?EJ0b=!0bqG~J=7Mh-H@d6n%F_Vb&pP$K=)h?TlGIt>7^Ha3|9s)HB5vc_THUi$ekAXjXbXbuvvVo?RMKs>^2WkKG+n%^F_k)lBVt|0Ia zO6iz!m$Ow-8_5ybMD~iYru2cz(tWmhv8;M8V}}bf6p`~_z=dr?mB_v3gy8xq$P|jz zI9cg}m(310_{7a(Igh9#q3=xiMxf6bqJyl2%+-AJremUk^+9ep;NiPJ`a?Da>L5^x zb$jwNIFQfdGFSfKRpE~K?Lksi731_}_p3r#dAa-fDy%o7PRqOSO>NOyxeN~9m#ZPc z*9USdLRE$rPE>Ss2=hQ1e($@Ai9rHVQv=~$208J$sRh+EKFN_XH}=L=h+lABU1_0nlDwdNTX;Kn*s8+MvzNoX z9PTlf_}+Ig(xld0T{h-DIui{$VgVm=O(^Un`Gm=?n-Krk&FYw`DiheP9LTNSk#9(= zMHuw9Bv67`wI=(4A5wTi6xM{VSQ|T@l-(^B6nR`h$FbR2_^|S5$bp8zB?MH??Sh62 zvgZc$q`TI^3%%Yl@7?bC(JYnd1Dx} z>Gr56Z{`W&gvv&DY930d=*ed&0>$05?HfttDw;lZr{3lyO|4)|)B76h;mceJR7d+m z&GzLV>Jm{yV^zVn92ny1W#=u$Df)UB++L3-&NTe>U|hs=-aktaM ztK7S)2&J@kB{}c8l71|$2y`V*2aT1f%rQgztJLBK)UcQ08Bl4I()C_y zic5y8)*q#7r4No5JmfjQ%+9Ua#3}M)@!}JBNvEvNSPunKZ&Cbu6dT&& zQli&WC@*W3S3+#iAI=HP-3mAIs><9a%t)HnkN+v|E@4G5C=&+1ItfP4=+yeajA--w zN#KEuW?TDm0J{`l3a3;$f|=EBcutvXFd`xXD37a_qWxK+38BTw&JZn<#~ZpC41;`k zz7{3jJNfE&Z(mkl&&JRH`{nTlxInPg>3v^f6&w`wT_V3sy;93{cR0RvgkA_I%MC^J z1?KRFTn*;y-KS;V2dA9a0)8OEyqcc~(5-FQ^S;mi^2XfxU@F-VR||*yqCHG_Kc=}5 z-ZDE^Vc4;p+oXuz3g+2cp4O1$8%aUlUfouG?W^(0Tn@rkmB&t7Cl7<34rjpnQJF9H z{`e>`;i7NVBw+XOtM^0XQ%BU3_bj<|{D$m7&F@v`52x@c10Xp4pVP%70x)-I)a>)K zR_oXYNIa+8>K*d86NG7^mbvdyRQILo;)EW_qobGh*L3fJv_&vd<^c>_UAXYC&+y`T zzreIo5$YgF>wf?Zn^#rEv09R=**exMUxQwI{ zAEO*&66Alrr(QoYxtiFH=Mk{AUE|b~0Vn395oQpzYix|PxOp-_|0ws#>HWbE=;OAA z@FQV&ze=*5qs7u)zk8F51vsyOj^J71+I_=JHOX4}r^__aD08nm0AZ*v|z(xo|uxC!7^O_gs%tEOp zjBXp_=aFO+@F`kP)9$=jL!_BKStOOfU$3r8E(_CZIwPHcKVK70Hk)q+j-DZq3Z7yR zcQhOIy>T$AYG1l;6V1S4WsboEY+BUC`~!z8VDKzN5s=(anIH!1w5|w{di(;DV~N3+ z?hn$;`+mTYzi0&q2XFY^>qZd75(^>;nmiN^4Gi>DKX=}*%gD-#4J1nM0rx0!7pZc5 zz`Hc(%DeUz^*6&tT^G@Iff`WdK{hLcg2HPSwJK zT8&|KOD2U;m|yW7q?;v-{!93v0Sr4(yh+hi{ITTsarDpw3qiriG328b{%Y&q&pWLy zJb#t>b?XLUMhWGm6y4>5NM96iVrdk_`_GO;7WD0QWwK!;pU|H>0cS$Xqt43>Wr*6! z6}dpn2X^7ylf07idTT7QW?Y!$M%3b2CJ@>^+97HC3D&_^KW7h!?Qn^yHuDcuTgcTx zIi+KRa4NaU>3Z25QRzUH|^9SA;>$0(3H zlC8%$W22*8zwfkxl+9=`F?$3s$8xK$zduBS9@?{_q9Vj-rP*H4{hZ*XBvgd-^z_g{ z0V&W36&1Ax{Tv!EI5z}U74=uY0kc%$kNNUXDapw}0xw4j{z0=_)GbAo+Rcpnl;e(~ zMZ=Kx`YowjxH{0Do(lp69?#pUzR`}MM3&&V2I}nNGw+E$rRLZ5(**ct(6u%;gs`OjA={j zBLp5~9vN3mx{SgEZb3aI4h%{rvHfgom|Rv0bP^{^&=9PoVndJuTOW$ZX7LZXdUZg$ z^+vW@gPr_*Y-~brP>SOnqD`r&^j;DOYfOPIE8jxk83P<#EtVg&h(bot)dy^dcLc12 z5s4x%va`h@K1n({HdnzD-}gXRnQ$3Wt;d5*0yu!Jnxo|5JC)cn=|QU!!qS7DbA?w| ze~h=VIlvtohX6&{EO&E-d(QQ-wM9kHnTBp|cMlI-ct_BN6(uD?lEy|xF+}{dDPwP! z;er7k`B_RzN~ENuXpy^LIM;JukaMQO!KHBWvN<<=oE;oc2!lrbU#=t{F1NyogWBBO z+=8T_ANG6$K?Q>EjKgHaWU7hsWgNoTeGm)Y8^1hxhVyi*6J@hMd{f)|ovKvuLz&w) zA&*xm8Sp733;EHV%*>=WveNzP*&rXHuaG9@875&P&u8S;3LqVP-y%^qT^Fv|k;?+d z6-_hnatK3s`10h7Kblj=h?}XU5V&wBVby$P_HrBP z>6@|HzKJ0%B)A6Mb^jOW{*`rWTjCmEdfVTY-B-cYOU z?#LZvQcD+p_w8>PP^o=cyzWhnje)Kvs-YpM735;^s-DcBffzotfS(_*@TY--!lb1h zK362Yhsc+ziw1+2mdy9%mdXL%G7iBHad7>U9wQQYF?h;LXbZOx$*qpF168&u{Qhtk zR6EaeB?F@>*wuXXi(xkByW4rmStj|Mso<Mi%5C#|AmEP%F?V@fffIg-i4kzz4w0pVVEJYyPm2MU zBn`#uIFy=@0Deni=)y(dAXS<<@>Z%|-V>89TNDO;|EBIB?dZsIc-gU2?-%rkE8oJD zCq;zPpHde%K~)G$G%8y0mM_3H;WK5ek?P6I%*6zu!BOluxj7in`G-AJTd=WGe4oTR z{Ep13%{nc~XSd`*@DGGq_{|dZ`b){XSR;Ib?ix2RjYLOc|D9IxH-^bL6ryD^2vMweMcJzgYz);R(?&%=c}C|g&YCI-WJm_EJX&CHsBuW8xZa(B81)`jKE^BnEv3TAbSnYU{VsJlDOt8b4yNk592 zyc89Yl_hAB*0##Zh-s;9j&Xlv)MC<|=RRwe=~5;neY+-FB~qEbKC$cAB$EAPVY9~| z{q0du?}+FSZ97;XTAUyBU;%IAmi!`ObLpN#`Mh=TE4ukJNRADlYZj&}J~6|K zKEh>>$1nQH=O@6cbn~7_;6T=VAQ0XcTROwia!)PjCd63|Gx95=elwI%{&1&F@a@P$V#Jpa;*?GKYp~ zDiAzt+)TfW_HV}nsNTr8S8FI`DE^7t_sOwWmgR8LlzaqWP{D_4WtSShS0&t!@x1Ov z8v6zgpC2^ahwg9~CWExZjYdGKe%o$umC8$B)wNh*rj@BF@mRKag_m@+T91!()x^_P z*s5gUde^dCH8f`O+tkR=llM;QgT7GI7HpFa=Eiz{+tBdP%po*FfAAxw&d<`L9`~ca zdnBuAMFnz!$+5Lb0x~E@&VnO}u`^h`0bP;5_>Y21VighY&W@ zxDRJd&i&Ach&8fDv@MVq#F`Z|Ra8|tSiE{&SQC}73VYn2X1r*|AOG?$goPQ0APmB` zod$I*W&iOb^tQXz{w|OQ^?=J_?s@cH1j#H5u`=c@b&;JQ$>FQL<13zu^G9N(gC>h! z$EN7T!D-UVuf#559hddw--X$>93jYd_wpl*&9F?Pxa1t>()}7O&gjXsOFc1pwelM; zc%`yc=WDk?c|ET2M5Sl;tB~zBBL*Iu&9{;#+$S<#V=sy98A@3^r%5k=YtYt}%;v@A zH4NS3&BctX{_*Rr$50-@$D*nC;Wj4GNIL+KX}+W2;zl?ZP_EysKAmqhN+6AX44Jfp z`H+Y2E3lp&7x6{z;x66%962qi#|eJNNGQbdO5@}8L*nUteRaL00pD&k*r9s7`8F>3 zEg3bw9_*sb@$^A4&j)ncof`x>!$i3`DNKkd&x0%KOi(-*Ir3DaPpRBxZyYg8DwYv_ zrH@ya#huo^+ht{um2I0}-@#`B;${Y+&e#3?U1oavxeDl4uQpk%Kae}~d z<0tbK+Qd6a{4V-XaB_Cs>~W5FtYa{L6ZE*faqbY7(LzNJ+4E;^{3x#@P+uazapoYe z?C0bQs8>bdzHY&+@h2s%`d1Defm_PgL@v z+4sszNcBNiML8~ut|QN8(h`0M zbS33Auo&V-0j-~m?3WN2$ETg3$#R!^wJ*GQ2`OMRz2XX>r4wa?ts9y`A@PV}IM~QB zambsbf{~T+h8?vSJpzlu=!2^6WHHHlTD^-v{Zyy2ib)kDWTm;spilaVlch@C82Ua% zaPbOM)X7_ODt2`~v$BI+o5(|Uv-r^6)1j3H3#$zLKhCRVSL0CBu8s$H)~v(4S605w zr4+{e_RLwknKvm}+I|SeB8Kv=5;6M`{VuAwoj=PfX?ygvy}0^ig}aBx5)v%m7#g?J zb7UR-O&Xrupr8KBaU|Dt(}BdsJa<^?r?BxKdRZXyoqREz6askPVbZR_AvQ2q+F5Ow$E4r2+U3hTDjwGD zih(TwDv63(V?yD~m>`L*tc2I#KSuwLJ+KXG?#G1sCbVku)p>EO^%H>AO`P}YFW+7` zcX0E($A)XyGbELg+45oDd8|q1CIwM zBMYCZ=YoP*>EO?J<1)z~vMo^Y^)L-}M20}ZR~hzQu=)3~mM>Sa{s>4&5*MDrPy#^K zOtE`sF7f}IY8hx}?#C@lQE{>V%>?IM4m&%$edq1MLZ$YMH6$-Dum9WgM(~rG znwszR2$fZ%w-d%rWkDkI`ARb~w?f33C6(NBWw$<-vgyI z#a{=Ukqau`rG*9o)z$x@h`B_vU$+0MzXp-x1D}hCfKFj8=ZMAdhA3U3vTppmK8fOh+MWx2prU4bwVu*#5krX;v7Y>6wN{xjp8%31F zN`o;h8_7MaVXcHKkQ8Zqh4v_+LA%dsHxnFkd_D;%Za0qtJIonhP49%Mk=%frPwneEzT3qHq9?9T*sBK9$Xmu@gi)2myn1y3#zAsEUVH;F*g$ z6x@4RgTay?uX)wI@yXBO>r5H|_-^<;+n!2U9337i(k7wooUgTG!a-qKSy|Qm&d(>? z=V?exObiJR2VPnK9NpO593B>Cv{zG81GELf^bajBKLK`0M@wrkoSKR=+|<&7Q?%CN zNWRdIwOCxHt*uQ?Muvul1`ZCsy|c4qUh7GiA0Mq9ElRd!*?*PG%ttRCohp3d*Npc% zA0|!7<8F>OJ2VE+UMu z@WKd3RJy^iFzAS}8p6Ai)6+SN@cN{rq->nD(M1)F?{h07BQ)&njZIC-h(5Y3es@de zHW^lpZLO`3<<(u%3JQ{GPlq$)5srOfh^LyWWdZ^MH!cwptadC&ks-x@Q`rjZ0?*jr zzq_)Mq5b=CK>Oy0ExZEhLRO4|bCuI(#aBRJ2L=WVKUY3Br`o7%R&zrD>W{%`w-ij1!ez->6PRO&7)ER>V)ddc3PQpkRIem?1Xyyh{A zj*T^U-tFoVu)v~ANlB?Mk7zS$0L~4q_HtH1kU_htqP!g5sG+v@=*-uX>LoLiV7%zy z2<3~(su2MitO9uqOz4)OrjZVPQBe^|Z9qT(2?O=Z2k5&D{b=bzTZXC4L@ za&VE zn8+EIzn2K^9}e!f;Q4#E!bZEoMjr_OralSFH3>_4j9Bk%#E!6`M@O1bW>!{ZNlDz; z9x%AzY`GEWA>{Rz1?qKYzKk54B=H|YA`<99m0Bne0`mZNw#NiMt@GU#LA0)3hK17-pxbtvvSr{Al zRSc)5r}OwcFpm!Ze!i!}_?(-YdwObFI%=koZqUlT0Qto(n}+=Wje)FnFeV-(+lSYkRtaxVp9mvBrfU_|<>2V3bOzN}SsCp)@q>kpO>|V0wVhoUZ73l(7guhtjv@zI0r!8Z zAV#Bs#f^>F(qF^F5q9L?nq5y8mY22e9Bgb5=$KiIwEv959_9W8br;yv&`|wY^rEheOjK4D;eIcWjKvuM=r@&| zlG3dl9YQx}1)9OT#A^mfH{%Fnm$`xQ5h<`92JQ}&Sp$*G= z(jZnYyKD)Ib=Y}sBjCV537FUy84z_^|75(|kIKVoZ*TAH?5wY=tMM~5%#)=Iepg># zZz#p*eS54HDuRlGgM*6Na}LurZSa0jJp6ACYe|ei3+uN)viM5_N=5TYMHi9BU;ZmG zKr1-+as{U>Hb>+Kdw})+@6`f(>YHY6K?O%mC&er8p@9(T2@Z{S1So z@t4jC+{5e`VaTCd!iEU(|5%seTAB6F9{PfNamau*h5$qn)z8FaH?%}nUY-ov?=yZd zAg6$R!x%)-fMPMgsiiPSpyv}t3E`e@|CnCL%*GbHThrD;g&jolIu)R{iG?F!GlB{! zjPif~>VL~^X#p5bkc5OpP|zPpxEmN403a}6BLP@zZEejaDi%d#@s1*emR z%FRuKR-G=}l_v3*{zARfg@px7I`xWKG(y78enT9K}uil6iHe6iX_4Rd| zi=kLz?Em=F#KZ(#s0ig(3MwiEIk}Hpsie`H%Z=6mD&PS%Z{_OY;bCmN0~C97J?`W4 z&Ckt+VA1EYkdc9(0CxQ0=}Exr7ibLd+>Z|rzt;m`bxm4YF9EmH?q*ML+X=lU&LE&i zfQ_d`iJjv1F>l`?$m_MahhY8n@I^L&85tQFWdjsfYmJA*1kFGNY1!F>Q(IexbC#TT zs~&*&3Hba=Dt2~u{=aX30-X=L0YGU%Syfe4OY1W_0e<$o>Iy)YbN8-xcsc`+F4xxf z>Sqp-0Rcv%sl!mE zQdP1$1liQAtchet1i*$xdXJ+}I{i9SBGBc^yj14l=7v2>#Q;PmEKL9vUP*5Palfk8AV5scsB2r-^Xa*3@ z?Yn3@96pR%b0Pts2$7QRZek`yX=!P7_2dZt0_^=LrY@9PbAy4*%*_6NvGMKu)1_b@ z^Zq!c_n=W?rU&8_0>kT@ z8&`ZK2u+GK7zIImA;-{%yy10 z^NdB5zrDRZTPO`39eP(k6*Du6u;R-9Ud;XS1(8+*)mwrIp$rMt8@dd* z>u4}`c6J7${Br_Vx3`$J<^UN;M4J$vJKtWPfdesw13F&Hd?8~4KoO)FTrl`1Q0#(t_RPw)KhtGm2pK{q z*PqRTKyEaZd+O-!PE14;=C6ni95PNADnRRf0AEB#Lb7U@wX)HK8$vK701O3J@~)Go zygZT~xh$k&+@>l%8XB3;M^5=rY6OSWEI!YK#?24mrGeeuf_h$aZ)R|_OG}YoX?njy z%Mgc=wn(jJ&%l%0O&L5dQo1FkrO`aG6ktoNW(R()wFcyOch|&59eC2ePze1Q-+|VU zmVh65u1^XIsv(hz1{8-E^B5tQ!}oy!amuf{onC4MzaN5i7@M1$k&%%B+M8RetEqW< zcyMuZ`#$ca$VTIH*l;;+Lwes0e!+izeeLKp_^kqzL$tL4O(=7C-KzjqGcz+YJNu^+ z!sG7o=787zyuS~C2LQW2IVu0a&DAwDG!!t0B$$5U1)YwOu8B~Vd0+DRRVi= z1_p))hKjWK_&~wD#zxoLwkVPaPB6;B)6>(^QksWpfIsW%YHI^Y&CSfZ-d?>^FPG}g z0jwRcIV!YCaf`rn({Q%hfT%Xs7MOG(7^>^(-Sgyt;ijak`+Gs#-f-gR$P$EQHBj%7 z8W+dR&0VTos;r{YY`YRR`0((sGZbqK=9z23=l$z&28fAqy1AH{Ys@C_DAh#cuoiv; zpk>YeR$q9nH89l+1s>c;r^zPm@~Wz&q@>aMXRmxO+(p;3ovrQJ>+k2;*;!2)Nl6&= zoy*Ib#>QK~yE#3r$jDeB_J8SFfnVtMzGuYp^75+TqofB#DBbJ% zlq`@`0U=8s1qH<(0Js49g!)ngzJXH5I65*iu-YISQ1hO5LAO9C!~WJK5V_I&4F?`r z!hys{OiaumST>rRocs@9xS-gNg@si%Z#9ha5gYGs}k$7&jXU2?=K_&GlHSVL_{x82cT7{7ldA0jIDSA4V=Q zjDkr+2Mz>FsW>bu*{P}17WRvK$H$*7{XTudUXjw*CtjeTruNwDQe+XSvBAaM0ixnINs?C6*S|PDjZS0z{3n{o%39mp{8OAZ?Ex4rKzHVbVeE#rO#)mvG!%{* z!ncoYEF}fHIqnNb1}wvp+}kC3lUUxv?g)Cs)!o?&5P#Ix)~4Qy?l_dLV;6y|GuHo^$utFH9;-s!oP>&JKo7rgp}jOrk1GVy14E#-_@W zA_4+Ts)k0+z)MtIoLr4v6#u-&#hHZV9|LAh?M(h6$A`Zb|C=)Zda&IGR*wHV)@~wU zLuOS7WoQH9k$B%xJ$>S|+6J6V=UkN*lnft1AkcqvjxhI)|0mYl^JGz_6A2N6z(X8! zTH2|*z|ERZ9pYM>E_BIM@g=_;ND3|fM>?M>RA4>iidwo3kx&lhAknczA-m?zAmm)HFqr4lzsH3|r9$G(WBj*T>{n zfZ$w8O}B)-siM%*pSecN2;^tD2zxBk=`WQ{pxi`oPmNvZ_>l7Zb9zZ5Dtg)d`39w@ zk_w0Eq4PlPTlVL|I-<_WltUBn@~<7NVd)_N45i*&GkiiCvh~VipWRh?9pyHAYkL?b zkR!MrlFEY{Ro@m-;Bky~ zKv?nbO~mLVIA-k*o?+^a-Mn(_+0(jRcr(YNCg^u%kF(b5k=G^#*N|GlE5EsmPEL7m zgy}QFp4^XY{#Xx@Y)z0wS9hE@fc&ZJO!k$8vLLM$?VP-YB=WN=O5f9u+*ESrNfcc2 zoc1i<3*OtL=G?A3^|{y%n9l$a{NNOO~Rpy z6{BP^G4E7zTo7VWNDtVq^Wb)gKY_?1mWT(4bSp5zibcwI{=OBGIo?P|f0>C7?pfzM zRd)cCDHh}N1NUytJG8;~d?7Vt+kObd5Lp-Fv2|VckdaDxQ%asyaB3L5=w|jwPdt6# zquda%=)N1PsK~+_YB|pLMksLmj3IqpOlwiS2+DTidCdU^Jt?&B;FgK0mS!$_R?_I8 zoMW7^8uw%goQgu>j=8MI8y_&myFVj03Tyuvj<|SG8+=Vd+qdBfW!n)(-QC!P18D zahF||oj_dJuZ*`<#|;eqwEv961q#<6lvRB*@z`j)hIZ0M#*?yx)KQ>Bm3NF< zp*YVRC>&9BKMcRrG;q^qc^ME#fxhyh-i>Uo&@_ZH$bYPm@8Y9|r*3(QOS0^)(Dxh> zg7VPp>JA)OAm6Dq!60>M?=#6vtc{VFf`Su7oU z8ijitIoB|i#lV(FN>u%Hn&krp!XigAQA>pSmak~c#L#C!RfR`w&2L2fk*_3MSv3|a z_Bl76;`u@K?#YvzZIfkpXoSAqI=H*;rYEoG`@&60#pjRO8!hTRfr0+28|$2j3nmg2 z2p8~jZl6aGlU6H@_7n|*%QH)o6Av1=&}H}f>xesW+qG9cq9*{QgN=RhCJv$P)c_gvr+5fW!cMZ4EMEE?#1 zoRztY8F`>stA?F?(BS?-m;tn=mFc6)Re9N*riYxG=dQY9n4^*KpHPcaC1X>a7jIUgs}ZWY2Uq!f<`M6rp+8MZbN@TO5wb~9`cQKRV zU(Mv7#s8+|zc!Pc?Ck%|l~iAmUl9T(k0$!34(X~^-yb(pgovRDiT^L^-UBMiF3J)G z5k$#B5D-LyfaF+2$w_j~ARme=rEHEu05FV0iwVGg}j8lP2wclHvAa}CB-DWpP-?Q^| ztSoCLYlQ`#EXv~wDCpA%j44LPc9$h{p4}{sH3xJ+|?XDui=}l zRv>GtGC;Spc*N=r)lZ(ZIW`@oOfn_jik85sCAE60FSsg=*+JVYwnif>+g)Sli08BX zT(T}+K-ofOC10b#l1$z#03KDx{nBRe_3IBt11+2bH-fgmYt^X~vzylMiehn(^#^t>()eCY`d0a<#lL2y>Yfo?U3@9gV`oDv*6J! z2-b~I8S^l1KR_QAi8S1e-$Jv73L!h9W`Wn{AfMYV|g4QM)B3GHnMIU!MeXG z+kzm;A>z=g?LXgLwV`L)jP~1?dhpls?MT4Jr~pfIjRJq4Z-Kd2IQltpW=zS#^Ly#U zKQj3j^+E=Ha1w%EhWd_bl2}JnB^u^!QmGt;unrg8;HO&C2lYr#7nmz@;htzwlHE=G z$iKC?CR^Uo&E&<6F7P}jm(0I150`Z8gp+~srG8a0@lI+^Xw2*HUtEoH;v%5bp$UI> zci!^FQ@Uh^S>m-~uif3Vx=3KUXn{3YWcH9t!C}8J{(jDS(z`Uei+CqUe=5m^`?F~( z&A)23@>dF7Pu=x(xWl`PdUjQlAT##LM~X4*bHoalxw>!SIxC4oSR^I67?`C6Wja1{ zx0{Gr6L#n{SC!Gb-686D>Z-J>9)7{fc7~JGK~?-8greIW|F7HUpHTGg4>Ol@a&_R8 zl5+Ai0TeyfC$j?3i5G4ASSe&D&|mE+uOh6;1&?zy*(No{N&&kgmB*mIWF*u z|9DgKasRWI{|&mDXo)z=JjLD0Jlv6>W+4-Jv}%#pkFI-0I;+rk^dS$1Z6r8s}SHmr26yj=WaYo58TVHoE4vN$Ng&bW*S zw%OVE{JAzs7%2~2g6WjIbM9O5Q`JH*MoN$Se5L#^>!4fpbfTDP{sY7o(yfq7P}K6jGx$< z2MfE8`HAZvNRm^^7LRZW-}e&p6foT4jud~A+0H)`hUHA+a4hlkeBtFdwkuPWvpE>uh zL`{FJ5(H{>{`e1;j{vyI|HJb6FD>c*U*rdv+Q!XzkLSR_nwrxVfX zyv(q&YeKvZ8T#_W=*NO5tHDLoP{HS&#+_~F~udl;=`l7m`AGNL5?bZW0CX5J6S z(Z9mkg11O9V-8|U9Ax5MrqZ9XN?&0$C){tdepa0=5+><$H~1TEfVNg_;1V&rL4Nf| zT-czQ9%Yn7aG;5;deI|6TwfuK4HFe3?BDU8<$<2md!vstToCoYiyGgblKimBdhMG% zH68ZotJYVi==&rMJvUkCl2GEix{|I%vS`JMvmr;}9==ufZ7XU)m=dQJv+vb{+Wx3- zkArje>Mj)+cu5~&_qQvCj~ih-NW4S0iNLBj440>@s~cr#Q3(lTjOK(Z_WpJ~NilZ0 zd;eXH^IV&RtFi9Lku7@CW~?F(YWYsSoq1A3Ha_NGjNC|ZS`~V82D1v+QqH~(!RSYi zdRv~Ocl;b#J%d<6Mla|lo?8jE;B(8OvT z@+^tXI*zQrEI9Fr3+@oTw4$v>qlAyO<;c@iv830#cK5U7F+T4_QO6#ddPT2dcUOLp zqt^OxQYzPRCRCDEWbt6%batX++06A9nIfVc+Is&ctcC~Qe|eMs{AE0QvHhwHalaLv z0G>^+oD<)#Y~t@5n4GGAYd?cK_uJOh@e# zq;N#iQNM`VnKdaCVUOG#KT-7;qJlY&DJB=n3Ji%fuS*81WEPCS<`aM1JjU>_kNh}T7{sZu83VLPhiwM|4|mqg3* zbXbtYP0V7K#=h3HJ{nF>GJbAC1q-C??>aHFn+*w91g|~*2jQ$y!+W1ZS49_v{EYpe zRL2P6E1&Qqlz^`rwa2a{c5Zp0csPz=ggi_-2)Fsu7xdxa1Wo{h(70dv=FA>HkfzOZ z6ML@7&i*Z}+Ay4;C8$TaOQes>l`K%WH*9Z5ej8GzJZq@rY-#9kMA1vGT}z6T*r3FX z6-qld9E0bdVfikcC9jcm%X{rMvf>{x1ZqlTt{7#=JQzbn>uk7F_rZU;?OJ*hgfT>& zm4OYlCP#%l8*;KEb!|#x%{^$xWNe<+&Jf|sgTzOgm`zk!{Q02eJk-z{L1c5;ON zL)-Il|4Z5UpOxkQDZ&1Y;JkhFfBnw?7g>%6BJ}UGoRO0e1os_e`6jC&Lu;^F2IU@5 zA;IA=dIuBHCBgkh@~5!-%F_tm9@}{T*4VK<2Uvn-uk;g}jX2`7J$jgnzf((!YFKXQ z+>K|}^^SWK&)g%62xV;*u6~i+wN=OU10~qx_Tdt>7tDQpTOU@RW*@}A)nKJ&>Mqg> z6G7oMm0U9c@y^X^`-QZnX{+u0jJtJ$hdk*VT32i_czf^ zf}M(u>m_` zW?Yr@;>6oU^(uAY74H>NNQ!np3W%FEQYR?JPF_^)@NbyOZ71Fbd zwC)4y&I9t%0_A8`0e=i5DW?1^bkaySgHB<>XXa1lR=PHmNZk^mQ=8)i@JQuI8cLsu zENkL?de0YpFDSUclYubny}`xfj^ zUGleNmqYJ4?>!)ArD}3cmSjZoG1KOdR*$5b8o>F!T{=*m;WH%F#RbWpRdwTpL@EC8 zWD9EHiX!$LtkM{lPFX0aEy8~%Cagf>t7MK57pL_&x}MEk>JE@nMdc~KQjinTCc~Y< zHUdBoRy7DP(;aK{;WRb;s=+(vOIhg}Zov~IoRy_j!4v-8Mj5JCu3VRtlQ zKPzq;?9;Elf!nX?Wmr<&RKhSGM~eoe1nis33?0yR*bO<7v>c2evpMqY&{_fqc{YUP zaKPI%7;@BLb$<9w1`P5}h98J??rU?aa3k!8-rBYd7Knaxv|bPF6fx>blk7a;|Hb-? z!$|kq$*?Bny8l@O_Z*s#$sSV9^VeJNeIHMzKcfuWs{-4e?KrK1pPakRrOBsm%GvXt zG^C3RUHR5b{w&`9`_! z46NtnoAhty{r!bRsYG~C&IRsRxiGE=XKUa6vG40vNOoJirZ?1hDadWlK7(uh7q91! z^P;@u0D5JbsKV^Lu%X7MSF^RIUnrt>@akLcvXA5-*nIj|^ODni7VP&0S@g1c#w98; za=z-bN|gGZY2Lx#&b73~ng)z)vEY*Q>=o)y)8)YhQLY&Yar6Ra5e+`hkI|f2tGvmE z-^o9{hn_JuDfWpYqp<&j{Pj=9_}5taKP}_`Nfn%Wwr`*|v;y1$oC=n<);3UDL2fP( z@9mvjwVcf@EdQ;O%PD0GbyK%=m3DG)c5(#SfL4%G5u^oIXD54es3onHxxJg^|EjbX z66F4O&D*W?O(&hn^PY=)8%lqv{OBXPA6Z~y(Laq26I45S9+;Iw``{-rEv+l2B~4yd zkT}s@iswNAn0JYO(pfSGkMStrkaDoA8@|j=(iDD=yLfQ1co4GAHnn)MmcsXBZ5&Dk|i@HFJLS=M$Sj_1npkTYs*`rwk4WKn25r|JaKa~5PJKZ?AT%f!G^Qhm)D^a z3qx=Slh|M$UR)aD?EFvVpWy3@rJH9^r^t;pFi}&U@praH9;u}TxiyBt+uj^6G+N8v zpx%@Q78QnT*?FOgmdMAVp3ZaI?;Yui_792+GhTY9C{ocrMFJzTCq7FZkEI#Y3pSo% zaT0e_wwyn2v1CR7;nUN0>2#GH5-L2+uV5yEc)}5hsGD(fT5Ku~UeL&u1CJGz#>y~T zSP&7fE6oUKKV_WrAHYu+&3WlEM2dETo3n-VSkr5SFn@T%tE&70i)Dhh)4hF;Npc$ro z%6eQC+s>ek0=>JXB_)T8rp?}|pNilPu_zP@7@cf=>7hv+>{`0_#Mika(d-Qw2t&XH_sqUQ^q z!(t~{K8-e`bkoG}PoE&p%WXiOskH2Z9Idi-}R|eTa-qlZHT?7NZKmaQYQW2+PGe9`>Dr*Gggcb{zf7Qk8k| zSK40++)!`x*l&c|U%`Aw8&+zlOrme#Fm}0{8QB=&&amjgV7i8>_h!EBc!5ca?<}MZ zn7&M9O-)aKztw7{jh@~VX1+r$Hh=SGrK$i|dIIEOVB+h0!s^xeQE>jILtK!dx_VZu zT%hgCYLQVxTKaS#q=lj;?h}k9$$w~m)gDA6=1qI4`8N0K$Hc_oI{_~l`i?qqIBAJ0%vyJF7r~L<_i!I&Jw&Gn?;MR>j=Cd- zliHSBr*2T{#HEjbZn_PN73O-9J|(3p-b}WPd(VVv9T7SICd{IOVziDcAq?yaVjTq;itWcg(K^!-vfnOhsO31-6&=YnMR0(u38?NjF zBc5V{UYWv%5!&=Q9YT6!0(DhZPG;7Q-}#}UE*Z8V&aMpg%$?fQuiilTbckyb+yGn& zju;@2>8-9*S{#`*^{xpG=*S&PkIga0Ba(;a3twF--bw8b7Q!{Sn9P$Hm6G2xJ_xSa zW$xuX;(gVb7+TYIkBv&wc~WHwJBJf>1g*Sl-y37|=HwyK}gRa8>aQPuS}PDJMHc;4yudniIgJPmkAZ;h## zZAS6;fr06)$)f;=n z`}*&+mtj65r0q29&M*b@OlqRsFv9*9HY2od&(K{TH<~~mvXT#`wgJUu&zHM4XRGp( zk~xYe_bt?5GT8Dlk0TcN*kxCOUdjY~G^UK@;@|U0Lac|VU|O% zV#yvpl+CGp)wJKw`j!Qw4~2SL&CYkCw4?P*|JMPpum~{7aDT_mS^Ze?-;>lb@}784&Ep3G%3C4pACD`Y>1rmF zJskBBjm|%%NF%^dSBlVk-=$W6apG~@=lubvgjHE`j>GA{I9v>Kg3;)M%zXE{fJSxb zEF2icB};r}3yeGzgEsrqDnhUS1U^%Lk*6+fcnY6ooNk7kH2M7*^PJ+XuopRgt(f z?KtEdMfA1vhsl574!CabFr<04mHBKwahkpG#M$%}P=ySAG5>YUqGjOWj9LTQ(jpG* zs6{&tYWzoBw8SPRnxBTnZ;aWMUcRhN!hbBN{y4D+4y5*|pa*t_X@0?^qbgd$s&-{j5hPxE~V4i2d>l?pXX}68(gx}6WV}&FP(aBO2zu{eLh!SLF zNvT7V#yZd^z{^n1U!JSfhBNHk`HH~SuKfb7Ch|ao7 zKIP8j_%j!zOq8O*wPY!vW3~Px-I;>>bqFHsbFLHGwj7;Z(17Rdrb)i%i21^EcDJh- z-cGN8v=@K%HE9h^>^Le4*Nvjo1!2n(6aaSGM*i(c!2;9`HBpQTBA%a>Kmv`dxzM{y zPuQNxm0FHt&W8$)M|LU6YwE1B(D5ywrri!4l;e(&wmj6Ht^w!CL_0qYT6a~&PawZ+ zp4+f8)Pkt6UvJe6Pxt{1Fv?Mt^Sx4A5G8m0L=ecG{LjB2x$OcQH#flW0V>9rOKb3P zk76o>y#0u*)1y5I6Tv?)F(es`m1=HdV>6;ut#*IA0 zNP(#C@kxo3)D*;~sDt8xl5m_$f4z`T;>VAcvhAb>*0M1&A3jh2NCtzA(ptokp4HA| zr^}Y#$xC+_NF`BLKDkXzqP)B{01qMRi+b~-4UmJYW`pTMs>sff@4k_Z%(UIA$V+f+ zaz4j~>dkmG5xtyDl=P&8iAnld7EmsmeaIm(R-915{V>s$MkeC67G?Uj84*#Y!3&); zsX@yc{2DgiWMUlwuYd!^q2|%uFZM4Mh)+i6RZu>kO-amkv4*EeI?#;+3xRtk3d%wRLoUu75InSDcL9nr71IDyy`~TG>PwQ{edQ+^}|$84-b2^r0@m4!VT)5n*q54Fb&XhTR8+Eb#y&xC;wNL4wJ(|11J?(`A;e51%&B97?$f zd6613d|e~)tSl_?`mc;xNRS(I4vS5*3z{F~7AJ;O(}h!MXoR5(oQkXVs@;a1ua5sN znQ=yp+?yT(BXjplT5R=ob*-j6gzi6o)d^2K#L^8^E3!XbDHCa@e4jZ((n<&YO7fOZ} z2kL16!<7E6wH==@A_&0;&SZqaBP~f6WGM_Gp zux&nzxf3>K)AE(cjdQJnCWIuEP-PE{jttd?3J5JN$xLNMrFKze{1MP_GmZ%2c3zhF z<9wew9BX<=G4WY3PMD#(m*;D5)*frjC{JRSf7zzi$on+y;JvLrdnSO%q$Y-^?09kx zF8FmDr_Px-~H?ac#$i*lY$JJDQ70T=Cqh%jxC3G#vc9lfjUA{5~MdIqKtC+i1 z;0nYGA}AXDBHHhKm$*vFh3SWPfoV#5nsple6tm!F=%(i9$X#HVH~@K|ii|RAbXFu_ zd+=!Q%}=&n^Z_|S<3Flx*xjQl+7y4}GRP<9`i6%gCj}2|_D1&Mf5kwKGgx2Cw&jn- z_=vJ{#F4Zs4mEBg>=Rv{`14sz^kg+wydKqI5i7QK=?ygU(<9vVYOHELsIA zR9KYR@HIW^-*0#i8aJd;{$?wu3-jAx-CgT>;?GwY#E#UC=lRp(g=(|os@Z`mo zsF5phwVldtQPB6(F$*N#^f4-Ml-gYTk#3jFclf+K|3(3t4xOvD)s+p%oD!im)o@0V z-^CC`vMBy-I*9r4i-B}6Z<%d3zAZY1(-g*}aCddX%E5vC*L>3_#H>J3ak1q0P;N?| z+M=RfJ9BK*eJZ}-_Ew9Sr)_~4_uT(3I#6>{H(r?#PeaPVCjA75fAjdeC`hFdQe!<# zr+qG5&#JCw9I9tSm{7fsNf56KCYzk5VzUfr#p2mKUk|V)(RR7!eirrOc|{TuU`x)p z8QgM;IVrlyoQ=gBL3@t7gCFPlP3RIJxO0& z`~ACpUC{dJvraJFluaunB*eV_KHf{BR<`Xu}7rF6H>>P>LaWThCn-wX+$r~+}9=$#Hl@nuHJ!f;kC@DDg!M;Hki=Wci@qE z;a%`>MQ!FS1^reMEntBz?;EjOgrpOLhwsJz%ilatejCgx{$4b0@ud&|Mg@@;^b^z5 z-_9#fbhWh^#CG#GNgqB0Db4HV`ih*x7+Zv`Jiwb^WeK)6n2JXw@N0eDhk}%x{06wm zwSw_26&020;Dwx|kXAQZjZ!Xb-hVO6m;Q zWMFzGl)7RfKQFJd^s@D0=bNd=0k%XZ+*}&^A7pYPeyz6hSw2w)a3r-Jc*c8j3|4lHr& zDLTSwycJ3%rssvc_TTJl^a?l*D<3!`Uy_lN=b8}r0N)?lEwln=Uh5x80+*jLrr%jeL+4aV1M=a(4}j!E zp2q7}X9S6JaYY3Us5b-w?yG0aNwQ!0@M(5$L^83|5pYY|gJa|4<)bH|IOL1of7ly^ z0l^p$OV%j?9bXZ@Ig2$;=e1VdJ$*(!IaE?oQgHFl_3>}tbZxh$2j-Y;UG3PIn+IT26tlJ`MMI8T zU9QkE$Dd9|T1G2g(PTqm*RpJ)U9SlgiyT;BWqqC%_z6u^)*3DUZ0nYO5W4 ze*+6;H9!pZw1Q(3fQH)B0N_2jl$)@jE_$)sh5=R*q>`=&HWrLX4FVI07(!!(YEK6I z+5*rAiv^)uGeny;z~vy|7)-ONecQ>lW}%;slD=Jb zqdBs#tH6}LiwmkCNjhK@F&(U1Vay_MOPrl{RuhuvdaLk$` z;Ff4)i6)I5y?~Vtn5Ww^<`n}xT$W^Tr`wEjD$noTpWp9yF@ks&uU_THO}=-_8i8@m z`da^+YcTdH9n;z90(d%C@`OV$fH*Y?@>l=l;UTn`)IM4(a&S=j7tGzge)E0%sNV^4 zeX@j*k4-ayfJXEy?2m43g_+;c!|T1Y?2kfIHR6+Q^

        $$jmnUjzxFC9o`*CH@4W+j>!O2TBH z0YqvE3HGV@7GXZ!?On}_jS~L&Z3ls4@nqm@Qd>}41j3L* z@)KM{Q<15~Gkf6a_8{2jl`+YVAUwV&;I$gGS;z%dpxY=0x6MO@fv)ZvZYxW{*nliI z{Dq%zcM2GH$8KBzVNmVM7w7@_*!u^Yg_(=hmN?$j3Va6X=o@$YP0|v+hWIYD`riN) zmM= zLE?rs7zhJHLt);?vldNI(tb=yc0{=kk(>FBE<}T-!xuo9NK#NmQ7_*kpsDS6X0(&; zH0MnOcCpPHD^D)qcWSGlTWMMz6DMxKLsljx4#rWZl%}qoky1NZQWX)i5qP$dLjD!a%AdMi~VnD6{aL|_>2`1qfE>WdFAPI?2;h*gm6n z0a$s%mQ5Lh`FXVu`U5FNppZpvEU2+sDC&2oo)ndrf4o^GOSwuGtA`9V zR2KMsLt+d+PQ;pp#mT^|yc_dgn^qSsq=2VRHf88v28}7zcv9UOMTnw+ixu<{crT_V6 zq3t3fqMm&F7yyPLBVfyLRAh=xhxKy5)h!_S=Ol<)DC3huIuPoJxY{H~9+H90glF@3 z#1$|MI)L8XvRTYIShsonIXv|@*!D-@^K&Av}}WW z4BL(n$< z2eGqDVmi!txNs8kY%J#@_wWP5hUcGb)@=jG??j5C63`BONUo64bj7ga`m!V+{^)Vv zFd)7*Watt|&+V+*lUTGmaV<>?-ozWY3c97uD^i=@f_TbAl0{m6DE8)EG3oI~-`$#j zJudN-L@G;;VDb=1$xv`zC{0nB%Yco_E(60Ge^6|x~5P(t)NPyJFqSSKkP7eV#PlR(5p;J1d0?wE*OOYk&+XsO~ zlH!QHBPi&On2eMXX;|vt)|-}^_J+mtKyd)H>ojR{Cqi0qscr!hANd{7ll<`G{)0sj zij4k3+!S-N_9Wc`kMHRyx3WsEXzA&BtaRRIFeDZq@VssRXoJK+d^sMu9l5gd`f#3G z2G-IxlOdTtG(5c2;`go5>25*;xT&X=7r=9dl#Fbpdtt$Ny~R6mY)q3BcIZwy`r`Hm z65|Ph5^HS#|0fmMe^+7tceUhyraa&>wp6cDS3cqfZwGYh-p_*0zcC)Lqpt*YSQ%&s z1Iz@vvo1{~m6b~kPD|kMCm;*(zP>zr7Mj7w)Vl)==t12_KhS}%#Jb!{bC=J}@BxU8 zfIlcQ2HdgJwL%`5jWQXqWC8Kx)CxeL4_Bw#4NJ=6t5q(m-GB^lpO(%B9y@1=?N9jf z&@r0a)_+uC%#&>ZmcuX!*!*;J4-5{H*7VT$40^$k2-xkp9BGn;s_D0mIRjfD@dD2c zm$~iRegXiM3RX!9iIU@^+0yrT;oiqv2FAvZ-M?y*C;bHT7x<5D3}2is2Ul1rIFI9g z{GF)w;!DXS=#j5@yqtdo-dwuu8}K4qx)l|eMpWWHd9iQ^h8lMJ>6w5nm*cTEHk#pb z0Qx)NGt_}^UwSXKVv|B1a&x*$u#uG_1akvDEmN=B+x;i)K}o#%_PC+-3K+8$rLHIt zTXsiLr19Gf)@^o+vy8pWqXi%Eqy*Ec<*Xnr`?*(YHd)au@Eo+%O$MyF+0EaD#)Dhi zk@v5$L4{VOe6kFjez>mgnkIvA|7WSSb#s6BJAoanDry*1rk8!o1ak4ZZMAcTI}{WY z=J)C!-uC5z%ptert>59;5NMf*?RAp8wc1<*z2zaq5=-P}LS`msGEg`qZpIKh9_J6$ zhlVI9Dn`@~gBuvX(PjUI`+g6(~x}-xwQdvbs{or8W8-M{* zve7>&?z8Guyjpl3b9*zexp9MKU?j+dH)o*SGJJl`sb58VYVwmVAJf5p2Hlqa*RNmt zX}?S0fMf_VUIfkTVE|r@B{862`Z1cLy4;x7A)E0)YUKdvy$SE|ooM*T0fC3!dH#@(wF! zzGxnD0_SaklQT97reECCdIA&~6MjHgv$hT5@T3w@TP!ts)m+QGE2cn<3-51(?d8^! zeo9v!>9$Y{2=cxH;Lf6cC%GR4d}-pssw(H<3^5xMa(2TI|Ia=XqrGkRfEob}V}lmo zv(G|q_4c!x1_ris#=slMSK6!#;ny4Y)VXy%!zT^$f&~LsGx`;^1~Tb*&cQ=w*c@%8 z{+ByfV$;_%fLrM@vBFkSV}p`?DR%{h;X#80AP3g;J8t?OdMJbuUno zH}c2vot$BVrM%|&q!05COOc}{UO8eaOi>#$n&`CKwoft?Q=0lGqg0>(&Md2mA78Z* zk&Q!c47rsWZ~(1|vAes#4zR^_%Gd80CY@!RT-bOcfS>Yd0^iM!wVSH#LsqFt^LoJro8X6s$RLkL%n?vL`>DG5!Qmwt(PPQ*)&0))~)- zdDsR+p&1OTNLFOcC=oj>eAS=^v6v(JJ}UGxS+&Ew0Jk*tsMR{qtvs&=hBg(~pFV!v z%s4*XpX;{qLIO!a<@il~A>5)niW^+Zv+Mrhjt;2-O|rGQzL~;J1h`#)7ToOOKYrwY z-HCl=prd1X95Hk&dzoK8}V=_1U_ z%vK=Q)Nn|ej!tcE;o;6rihAWBya30M=$P`C`a@>AFwC_MDyEyWy;*QX=PrTlB-DA= z0bjr?#X=M@Jy^ zjkCdl7nNIM^r`FBIZUw)EXJOOq${bZ4n|5ydarDH2U6Bc(3h5%I2f*jRODieTGaE#``+i}d{b5B>J6<=Vd@{isJO*U4xI~B4acXXhw$Dh# zasFKywX;V&Z{FLpNj9ka&;r?3RLbTzCpFQ%kR5y}B}RCqI(=Ld(P}SIZ-pJ1r{6&3 z_EXC6MOfgy{T(>U%G5ODQ+^8|jG(9jx!wFvrow>RWI%+gfR?^v5RmnK!0B&N?#q$r z|2g;ypM_P$H&i^o1 zv;;nty|OkysxaohpOKav&L@tXI3fCs@H$vic@sW+hn5=z`oHHYZ=oIK@oRv?I5qf1 zY7YEaTeb;c;}2(Xtdkus#XWal+1bB$u>sll$U&=Cb#L;Iq_E&bf^I; zV9KbaL(0r5Dak-IDo5+Mv~b0bYCP5`yuqdbL}{q}N zaQo5+?qK!b)n*a}aNiJFQXvVJFnR#b3Kl=@rw#XdxDppuV_e4qyh-?gjLvh-?>MB4o~{h&f}b8};5 zW&Mt?^wRnI(u>q-B1lj`p%yr?0i7z-yBx*29UxRJD;qp%^n49mK!IPSpPyexpyLp2 z-TDw5Aa=y56-W#Rml6dj@4C%_qzHI^?jETFj!Ei(DOenUTl`1Mw;*q;?K<`!!meWp zRHU`cxpL9f9Fp8U(NrFwZIVZ^%tX9Y(h8K9&6ZPNEaW%Je&2f6!PkZWQl})xOn{C+ z7kvIUTkSyqE?xmT**u)}&8<&7gDe0eCY3ps@0J7a4az8~sfj~3;w+PaswNe-J@=3j zby!tYv{Bx$i1<_SZDKz=oMx`tQfZ$)xkME7W8T96R9t~aKM{YS`kfA!f~WHqmsjyH z;{#dSP$uqm7AE)rFZ|9!sAq2eVee#?<2TbXk{wMOU4Mfb_3-5-kO&w31|;M!%X-(} zFUN;LCxSsWOcSCN0v7+<0tvA?`4E52ypPzS^ztzafWWq;K{UR*@>bzvPM?kD%OB_A z9T4x%Cd9@_DkKQcK<1%6{^3VI~sUM3);ifn>zCMZ0&2aPwXoB=Wbl1Y4`guAvtx}ys{_1RsP zytR`v2b{v|D}x46%jv?>;z?}-xRfwy771z14jO}1}&wRLrcMLboJ6B-P)W65w46o zKy?UK9wk)^`;M77_G}cjvb2 z>|RC1$3_UK$Bo~j%jK?^YH87PfR&IAvRLC63id_7 zHDw%n=CehBmeM}CSkHW*f$()z)kMT50$SYpnnB`V4IynezHr{pgJcuJyR45J0|v zXCY;8T;lt+Qu<4b&Z46SqOa)hO7O%GI3d6^TUw)*QXGt6 z)O;s+S6yLShf5gbU;^a@uJM*c<01D+JPl4jS-}|3mvo*7I`Zp{p?ADY>a0-*;Zw7- zv&F^5C0qMNBJY`*?|jO}crYq5kw?qAgP1A8mzZ09D|d+xoCjI-2?`#ZYjO)R6rSUwT~7z;O=Y*n_Wuw;9%Wbl5HNt}WX ze`OT$A!-t*GFy5?r5Zk5(b_jLISI0#(jD!0eA-Bcp8Pe?%la!M1{{||cUW?4D;zU~ zVI^(&FeJBG4G75fLJlXwcK(QB_D+0Fh^6gAu{)WfF=aypV@fIi+`lPB$Yi55YD3Gy zBA2p!Z*CCqjUbK2CG7ur9<^=C93=cGbds4!3I?lV^P**bD>b=r?A@v;UtYM|1f4&D z-)XdjrIZ#Gy&rNE`*6qbMJ<>cVEXp49(@fnH0qnJ~9Uhp#ICZLblV$f6(eGW5I4{K;$cYzT5^XaLlw?x@&ku>VSY1`GvfbSM8 z+o`^*Bch_3zjH#eCjpV}_A`x3o>hc^WL^qre`Ed4HsIm<`B-S0t2`N9s;WHEk;C|_ z`k0qM*>-kqZ7rzIVvl)2hqh1Jk7PDA(xe@bZNJKZ@YTQ-K%jnHItNTF-lbcq}`7pAkZWPbe%bqYGDDxVlvoX1pV zITaFXK$pPT8#o$o%m3lqyg#;x4z#49x$<7p&!w`2ia^|U_71r$k^LIz7^YkU<)x<& zc2f5#e0H5GCQxVOSTxl|ep#Yw61)}jZ_9dCAu*fD56og{6QNMVrd5iDn_5{iumg8Q zFQ5&WjSLJ@>p#@hvxUZJb`p262PB8C7mXaO9J)E_w{EtGvxn~dYG#=*MnG8_9A+~G z#Kh9IypK?fxl5paOO%(R8wOeo=Lay2GwXrgEu(t-pZBU(qXw(GUGf}oD*Z^1gFk+_ z_p{8KNkhsJERfTkZ+~5*kFH6#F!X-IRmIu&O9wqeI^x+UygxAI16X8*H ze*#(WtQV~pn!$>$GAK-dPoIZRJkie{1~={gMY$YSM(dfZ>YBTAEB&*?vMhLgsq93y zxB=ZLDAuoO5sHR=MqV~Tvw7{6TD<~^Fb$?Wze$gS>{9;n|D)1cM1iZktsY~wB zTD$|wuM!)cyso4QlQSnRD* zLs6^k#rUB3&1H?SU5qcS7#q?4cb#%+98|&O&KqoyOf_nsB7fCWHaU*Dsbq(~}dh6B&Gf? zc(@!5?%u08V(>5k0%A<rB>Mw)lU{i~qTt+e`Y-_+c1D^+Vr(?%S6y+`vN_2n9jk z9XLbFJ-`jhE-M45sub8}7Z>+I4d!qs*4$iOL758*CQJCwK;HIWqptN&!C66?k7s~M zG^i8GT2??+1BC+8v!0xdlXI!jZ5=2%mb})}0q6sRDdd19YH|G?IiLs9HnP|g?6+)O z`B<9#;nvIj4_X@hz3@=Scq_oY|24>1o|l8c_%mIBNUMsBY6fuSC^st*2oi3m{L;X5 zWb#vC;k5bZ?;nFA@C2y0N+=QxpYHi9XgK?}Z#0q!ks=Z) zqDJ&6K@gpYZuDNGmoVB8C2E31iB1^3mmtv%=_EQ~5M>bE2vH(Ig!eeF`?;UJKkT*F z+H2o?ujlp2y4IDM)6Bmd$FCjKr5^#>&8(EO9~v1M5A*_dUuWaCoU`+Hxka&Rs~dxs zRv`4rng=CKP-x2-6sx;QfL$X`nGhfUO*=LZtD6fCiPNcv&6NK76q6cO7)1;-O?k-n zSv`|;urNv!sF~ucDvx8ON-C4@C>ASD14o$boP|@SzjaJx*XD^&JeNEt^of~kW@wjf z;*dvV1zNiS{z~cOeZ&N&rUv6P;8U&r8pB)u%N$#dovXv2_a@?%orH<*AiDT)kIVnA zNQafySrE)fx0lO`^i9csA@mX%C@*e&3uL|L+T|y~CzbY^N(OrH`1=L$#k@!W z7GN&*HouhAB!=WV74d0J0EYlK4^JVrhXpVhb4Uf%;S0>8I?MRvL%O;s49IF~ykDBf zJ%f?9R~!4-Kbp00cwBO2%49Pk&`AeM*k5P7Tt~G{H5ek-8I;u_(Zgs_7llyuA{q^2RXmo=rhmwXYC~o9}CcZYfTKF2mzqk7- z_3jWZW>LCN4poaBWyL>{rc(DkGmY;bO+CHBA{ck?_zVq8S}G{$+GE%Fkj$2rmP;I% z@>x!E=oIEogXV0Jx*XkUa?L5Oep8m}6e-t4I8yO2z1_Qpxlqe1@Z^8}bBRUMNzkBUeg>{yop=d^Q2wK%8!_m22&rqfq$21meeitXTh zQ2^I<&)>+X%X}Vl%eR!-HaDoNz~Jj14g{iGq@G9<{ds^#)h%iR{&@FZcMTEGL2IYY z&dvhW<%Jfukt0r*2r4^!C0YqOb?>KVsl!Hk(9UBrm6j#`;Mv$si;PVcR#wY!`GtgdNSex@0v+HB z(+x6PD5lT${#+ic`w64qJ;qZw_2z7rEd10cC@9+T&=BVr7vXSYfA>JFmcv`tC;f$k zTcn@MCvpUQbfS-1s$UV=%8#UdnU8Akv)CBy?>{$ZAnj~{OG`~%{2BQW1hE;P%dl|I z)=Jt!r%Sv=02#H(R{u!TT>+U#&a6c`7Hfh!MQX1yr@X#>2m{HS7?)@VPeb6h5cawE z9KF7vcW6w2OZ}MLD359a_X)fdV^=g=25#2y#H_=x9@?~7i zAgmH)JO-38SyeB=lGOi3jE85n{#ZsX3K5@I)a{o&_c(Svq6HkcL~HHT$11&xoh46- z5Z~FpD-2=-k+ngMa`QW1tND1yrVn#P0mXk1XP1&8;m8fd- z_LdXAM4vmb>pJg)rT*L+2H8)$3s_f{o7da3yExO)+Fw8ULTg-Uz6%E&jW-BZ)c-hX zj6Ft=F>k$^zqk%6B>W&dDt%7Jyv_lKa7LSNiQ}FW*rrtgJpSaqz20{N!@;DR-@3W! z@ywTF|5VMHv6CAc8`|zRYEI?UY0+2s?`%^J|L%qNVxTY{TXI_SKD{fl`o2|V{2o(b z)YGSy`C4im^dTUC@U*hB%B%ea5~7YhZasnH9!3w7T69(ja#zR|T5g?kz`VN<&%sn@_^QiMKCt z)*eg!*GB*5fH;~MD8Q0akT6U`oz%VyY(^P9F6dB-Y=2l;(d8^v6>UiR`SjZKB~6 zr&4^`)lRbMzRsprUidHXK!0Z(0rS;h@L#r!4PHhB>U7XT}*g$X+~V18N6l>+WvVO^m{(U)_~?W_)+hHh}dhljuH} zT?{EVmcg2&dBHY571!Z8-lo%{@Qki>m!upW=?w?k`{gK`HHXi5RMz3Fj=nTM9DlqB zvtj}gY;Em4$Whj1G1*RFf;EsNegBWY#Lv$$a6Z<*`F*^;M34w9aO=mHEJ;$NWtVB@ zw{~Zhh5a2JmqGf=@|wQoy(5{Mge$#ZDm@oCm<=w>M>=qH+s!t*)^wkZ!N`u&tDmsv z7}Fi>h;`pXCZ{~JY7oepVHNjQffK&N-}6EtN3VAT|0q-5M^!}6E>h;*e~GhN-J zDD-9}et0{$+RO$3Xlv{1lyYY{ip#gH_8Ln$cqX3U*}kb93tw%+(e3 zE^nN%aUc?&t~9=?v5~hPEck@p`FC;h#S5(^cwjKW!Hb9|LjxT2gwE&zmn`OUbiMx5Mq=BRTn z)7@W-#nYqn1`G*_i9M6#_W*pqLCe0k|1HM&{?6#t8v;gcq*S4>J5-r>nYZWPcsW0W zj{Kq0N_M@LM4Rfb&oHZOn!0$3D*r}Fk^gY)zBo9=CjY#)CfXSrr|<1Y+S;@xYXfX{ zi%?J*gNsZNC^w_sjlVjeveuwNo6<*sHYh&EQ=Hsp9kjpq-%2Ry$vquQ=uS_+>gCA( zXlg3@*3y^fqMk*U<}~e9^y7~u1CzJga*j}-83c9f*vC5uo!(QF`Z3;HlT$h^C6v81 zHeF2h!K;<+a5-Rf$Md5P%vyZ-o9HX4ca@W-y|xgPkfE%kWIEsFj>uDJa!dO7(rh~t zSm#O#ziIg=qFCl4d`hsQjsq;K?|%#wM*Zr{s+6P3wDTnv*2gYYZs)28pwVjpmlN18 zXjA@#Zv@N$U0q#?BqZk?9nkUfZC;7{e5mT`dcO8cEg{h0%@3n4snF5r(sndz<^ z{q*d#WR1MMJf2l+aXoGhCMpdCNY6oChxFg-EQijS232?dGHp^)ufCK1PxKA{evR3Q z6YwiD!=Mw*yINM{zq+cG+a4KAL4IxFhh|I7-@!5q@Shz_R{7W5)1Dc%74Ls>6zQWvDqt6e=k6_u63W+_h=QZDl@ z4$R6>-T@YMRm*Q}NfStPV5&e=^igMDe+G=#H|Tai!S3PV@!}1$pkU&&N|T1(U!l-l zLD!Q8R5rjw`FVL@gGq>s(=;?(+8i>dGyfV1@^uefmwWpyFv)r>7x3q7LBu;fw-3~DsmpyD2=ZX{ z=(XgLaNq@1RnWJv%XlZ^)Z0UVpHQhc?p&K~lsMYj=sxSL;q2t(w^Gr-@ev^M0(xdw z1^d#=z7YKY(_6>Ur=fRacyQy(8Ss(lN+Rm8+@BzaQAfHZr~{F1Nl#yYEN~mT?TpCJ zG_b4XvMqe)FaFM>s28AT11fyMh=HOuw8a?IC)wKi`j>{S#;p(t;0MF~`}cvi=vJsF zg0WECjHrd#0z5tahQ2Zib;e>>wnj-!Ey*vJ>$>Zw>}9$8eouv4p_ZC>JqjGFiw2C1 zn>n41PRN4&V5T0lkY+z8IDh($29*}lMtK=54Od|O9>EQnssqI|t`N%qq z?efj@oSdAZmY-+ZqDIjYd&TbiJMMaChU7p&_3bA#(;k$e0#SyV1!F2A!+DKSBY@)b z4#%k{R-iw%wz>&#s$RT!k(di?C`i_}zQD|KvfZKRGVE3G^070T)jJ!l{~n)tg4R}C zKsqWL<6m#upX0ep+nmH4hI$SUe!qRVg!IJK?_Ti-#A(KbdWssXmLr)vwyq?P-|cM7 zHi=c5zb-54dTtpdQA1A>Db`3^=$-Qz$cVKz&4*S)J%-aIxPjM0ZWyT3)f>VZ zCb5(5@@2)CxbgF&abmZLjS-jv7) z$6Bx*jF~5*kLM%8nK(H|M@Jxvnf$d$d$OeuVIexHdta9d%HenlrE20JpJ`+NKYxhz z_Tk?jLB@L^ooOAy07ZSB^u9@4*XHh&>KN`eLn6ytu;1Gb^#IY+6nIM~@%{`KlNtG+ zGml9$Hmr2c*^nTAOZkyqr&K;>X^SOAw!;Uv2;DtB$s3X}&@1&?5B0!u8Os7<_1<>! z9_*V6-=!5(W||uaBrbU4Jr)QBGvCK8jUyPH0LA<_6ZUNC862-VfmLT;2CjAuRL)RN zaVD=EFa_&BVmL=*W&m39gO3`Dw3$f*>7ZnHD>tumO5S$x^%a%oEXZnLd>ZB@RiOg- zjMs7Ge7Qum;uj+v((IEd6_Ea#M3fBazN)Jes%}DlQ~w)37#}Wl7C=D&5$aMbF6yAU z@ZE60mc*uIXKS!7dfIX*5B9(Y-Fl0!8f|{SCr@v4Yp?rh^_(oXazqIO)55<>=PAz2p?3$!7OB!BK!_A znx?n-URJvdNyw`2*A%0xDQ(PszL9RGedBuYoGMk^p+CnlHs{hs0P~@KXj0r<^oT6N z0^<5j!Z;Q?OK}6%!@!%dMB!X)eVmWGurFzMNZL)y5697W_N$7pSP|ESpwcR?V$ILl zLh%-*I{ph6#i-@WH$2_l`9DkGpFe8347VQB&pq;^?1Z@uj__z@mt^J(1G362{vNNL zN2}W$mx2f2{8uJqyqr8rP7-OY2s%!^SY_EP8#}w|rgkc$*aPSlq}~>&WPi~Ssk5Xj zBX#N2H@S9YLtB2UUS6al!cEwv?KfyAovYaRLdBEN=FQ$Nxr|;g)2%X{Ux?7%)ioOg z;)H-KrM?X5paU=(7DP8Be`y2i>b@;jDgf7qF08nKESe|DRCMaNCdd{L4Fq*op27&U zVv9lI8s7TljbL|!1y!g}(mMjyBo#wfl3S_3BX=f@19e-sFwEg{Im=vKy?bnw<#$)^ zEF4d){LkHuBUd}z1E6g&y-b}GUbtkb&e8kpIIJ!R4Bd@*?-0oJvBB6iG|@J^d4(n(#sc&->gT zDT?k?#WKAdLiu$IGUTR3ajA2Q-XG@vbtQTsWGEBFnX$(!PK1@7_eDZ5Vh%&Z@tKy* z074nX`t8w$Rzp?a`uTI;bN-KhVW8vhWvgKxKesj`&oB7T#k9890tF&J_qDYZX66 zPGN$0ji^2%_o0((e3qXm_?15ivR-kCqTD{Ga5P3vO7ZTXqqNKP@jmH-h&J!J*5$u% zim*Rh*6ml$8Uw?dWM6g>U2F@m7kn;%l73?vRxvuY*1$5VTd;U4iWi|b_ZhQoJHEm- zY=)_+txYmct-o@Uk58kX$SN!0Hhm%s!)gOpz=(d#M061fkH^7t|NXjA$z8;NtLUqk~8TQ4~V<=s7)#ru9S z=xxWLc0K4kE03-?ML{#Nm0N$id|0Q&=CisooVLEMzvOM4wuN5BfeL&>85+y8lW^zb z??y)Wezt}kTqJ*B+MNFV6$t3n{$8zLg}qeg+@ch_7U^D_^^IdvA zuV~hubhR;e${wpy;x=u(`J&-SXvjxZk6Cr;(-9B))!QjayuS&GrIC>D)+ zvSLi2PSJ7^#`{w&Bj0SGjW#+`o3zHRXT}*}sIM87ahH**19*IT(;WFQHJz9pGBAk@ zPN|HKa**b23g=a>Bb;6RSN!Ia?q)ZV@gL&X#1qQ}rzBowYN%$i4J{B$dIkF=1{I1) zd?Hg{{78ve$qZDCuFT=>^ZgXNuSz2NEqf7!Ud}HMzO6X7Z|O zL;CFg+==>SZ}IuR5@5Mr+80BX+w{pBZS+R5_uxHF6qgwOiMd&J^<*+4HY$-m(u!G| zNXxpcHWGdOEQ7?-)=}JYD|ny!*qDb-9dH+Wao`p24QbNAtqi6B<63-0M6pkYLTI(^ zITM)_V!7sztY=P9Cd*SGBa9#amclLl^n45Y)2C0ylx8^0)7bix1QzI4hfOFT=F3A)3zEEiy(czK^Zjfv5#T0Uy4dE-ka&@zt+ z6tXV?%wRgTkND1boy9-zeJy)}wzIKmw5b_FIXNeg;Ak8XD#~dQsH@aI;4fx?L|04Y zy^||73$ZcW_1gJoDK=d+(!{*D>|YYuo)!^t9h;lJV1BTCoAxBP38yTYPp71=u3x2m zd!7z%L|-1ELXhWcQyDKrMn;24S1l{!W=j~4cqb@piB^MG)MV#|Mx&h)o?W%Q< z?d1gs+%vJT2!fI9kezfcA`NJ}hYZ z_9mYkK5>D5)OF2n?mjPB*$`EAnpQ&y>rfRwZ&Cg^7_D$s;;Tcz$vd*~ebVZ-1-ewd zAT)OV`wIYfK>>k*fq{~~UQVcsgZ@%&PCEcOsI3l8v+Q5;(2Ot0(c1{qgUkbZS~0$# z!R#z7{fqDqKex8_Uw93UGRWi7#%*7e(a{+MD04{@>`UqDsHEOPVYQJUV3ME!kBo}? z_)yN}5rk~T3k!?^bl;Ksj80SlE+FH0n`U5@Y-XQ2*=SS;0rd-#@S#&G-_H=DZGc6R z@d8zbrBJ+|7~k9dYK=5g5?!AJ69@y@u{d7`1B?68Qhpka5{uNXw0Ct4sv9+X^Dq*b zH`g?@m!-nQKh);Dl=01MKe#1YK=MG%YZ)1+*C&(BC?(Yw60L0M z26v1>TJ2Y8$X93J;|O{2%C_CHYsNi?`Ix}Z5YuzpMhAa?TT~~%U~B?O&o(>csvX88|9?dtIG@Y>p2y@*!WYdjGtz3QP)zkfLbU4ISK9Kb>vUR|o{S`enc z^rZ)y_mX9S88I)S?urrbKLKjnvWY7?4xNk~VrORm-aXwj)B}1CvuZg)W^mOgL;0Ml#9yWWx_0+zT&JHR*EKLw&R-76u_ekbV$Q>qp{3HDgJYxtSn}R9=!3itw&-fG#0}?f%%^K^LgS|EjJW4}cwUXxeU&EC0 zm*`HhCm@?yrJ!zy7JW?esPk_~yxO5|_rq7QC-y?(?s?J23u%u}d&&DI(s;R_3-Oh8 zA)ky_NMWWJ7~BQ636*psFTP`UY%>m=q;6uO-pF^^;TpA6Mf}_@|yPIsh?o_&5Er^DR~BOsav$vy2gHY>z>aaB^aq zCIYR%ee&cC5N3MmhvVAUS8@xaM)^!KT7@k$1xFsW!NKo&UT+wWH|+EHf*Li> zrUt3cX71t8Q?=I+CF>G~jXZ8R3rj8O#}Rop%8LXEh|thcAFUw8IS!$k-a}UM=7ejc z3>zw)#oTzihTNI%mjo!sKrQGd>_J8BlX1{I=W%!t zu+o-`rRsu(ZhI(_9i*fglM3ai11^|~!k5;_RQZz5?;}Q_yItkv#R06GbHEVkR|kM_ z#37oQv~OyE=Gw}=Kt+g$00e)O`u6GRsA&8I0z3ne64v*$|O0d=Q9-zOdSHSG9~@%72dZ0H^ju8fn=9l;O+Ku zt&g)hN=H8!JDVV_Wq+qM#58ATKfS>twgF>Bp1ZEQY~@yt24rif z^e>X_1DHz2Dm0%D%38mEHQWvbA*XDu`i zn;1=J&TLNm^?=AHcUq%bR33!E_gE^@_;A-lv`t^6)Ch?^-uz7*x(`ayt;Ie@$o^`b z!x+{59y2BE1CKLwUZr?C?6UdN!ELbmIQgoIg3$BQ%35%vtws)3ttJv>*#X_p&_dZV z+o;9r9c|qg!m6Qu&l>)QSb%(vHQv|t^IBK4dN;ZW@?%!>UN+mKD4BC_pTh&3N zCTPzEQMEc`54NyqrzUDc;mgJ;7k>Jik`MGs2}(TKeT96lKE@pBzA~8c31G1dy%6roS&q;hyeUf}O&Oq5n9Tm6A9bT2^=bCxkFT#jUM5dOCvba+=^1-< zKZGx4YR3o|<-gHSp2X2Xr^053=~DI6)6)aR#6C#OaZy!Fh>1`4d`?=gwrRW@nZcP2)atRl52@<5p~q&>Az-Xz}e({D$B9v8<+V&mpTeH4>Grbx|%ay z?^e&kf<)Jg`mE=`_|pbaLcu=`G2w%0YI_7MD_d#AZBy#vjU;@SmdVmC3dBU6s znh0TiLcyfwJ2S*ow;jI+#aV?g=5~bAr$}_&t#zLdklW7Mm$QC72c0DyWInLiohG-f z@1+G1+ViD_NoVDIiCRkbZBqRFuOJ|xRZu-!ipNgddzem!;|RgoyR)my*PKMUpYrR} zEm?PNuj5c=v@*}EcN%ica+|}kJMsK9Y~=GOoHB{T;!8mFi|GB}u556=_Xsk=z&td( zWzd#XPN7!=$CUQKCdyr z#`QTmIvN^Yw}7IVEh$x%2IH%@a+&ap$z^D5HLDm7wK(g->fL>Uw$LITuRD5IGN3uX zJW@>$cQW-zC!B^*&ca#D}mNqTTSsnxU+lp-TQ=Px>9>2@H_aQ_a^P^&CnUx{n{x=0L}v3wsXP zX6ZF}w``PKBhbrUEV6k_=d@)+uneF36C7J%k9CO*Vo;F~Fo zw0kWt@_Tjsv)#a7OZ*1^Mc;E1m6$DrcK=&)>M9%$X&H_KNO<(YE(od;H#?sdP{C1n z-S&lnU9i2aZCWo9*7-)pb!;rxgy&4U<~eVia&EdYGo-L&n46ndMw&stye|zl4+p0V>OU zj;6WJP(RqSx5z&5`}?RTY%1_Pr`oq}AFw9-+(;f%?7M!!OoBJ3;NMSO`s)%(@;%(L zokfs4FE04>^hx4t6+ab~$Yn>)i}!B?#5PO9@>SSbO@L4tf@aR2UWCyI8WFaKB$tOH z4o0-Ar0#)lc0W=|uj_lAq=v&O>T5W4>#iX;i9W%ZeJd2Ii;f#9hVK16fQ4w0)~Ivj zNl}f6q&3dJgEq3oGzzwt!yVbL%WPo}6Vw};a8Y85MCiPkL&0yP*8>SR+;#%x6Zn`y z9O3I|S58<6TKIaU%UM}FXmkKJG6q+IPz3B_;Y6eO3Ud36yy>(*ccHycxx4bv812?R zU@6-)HfAiP`3HLBm}(kA{RK9)9P}w=h$|!Qd*s!R0)=Y&g#723k$W_OXM!LsZQnET z4DfQlZabp>y$BQI>Z~C9Gmn?yhTw~b2ey)U(kh#T3P-AIzY4^3+7~TC`~GN0%3SX6 zv1?r$I+BR)H2n$ENu9F-ALN9u@=mw8UF0*5(8(GcA{#(`Ia`+IO_tDNiB9AX8*2h03t<~fHlX6e;r0#XK@|sc98UN zpFsscfhZOa!xAYs7&UYc07yN(A($t`0-}J8?StY0;-0^yr6n-V%a_vKPBN9i4xz%G za^mjJmY!M+deb4jlB}0sae)X$)km!H>m)825a4`u(GT1ND^8_rFx6oM6x} zY?BpHCK+0P9x5~F*#X2$eZf)fL6oeJo@liwM8xzRLp2^hr<;R)|4EGRiIr|sG29!s zZ3>Gvp|+T9g|>?*K2Vdi;qeo>@b+)(vP7W60E%W_Q~H5C?|d1D{7X>l3d2{*K*^$Qsm1ALg~8PR>-kU|~3pm|i4`AOpp#}BN*Kr)^dCRrTRE>?cchc~#*8S1t3#D)W&rdleC z+tl?pJ%6WcfaIcd;M^h%$>3%MJJ^j zLwwsMnWdn(_7CE@^RER~AhqNC=B+QpDwRDhSi|sl>48t znI0wQYDwqE2>N_|9dRe%_~44M)FF|X$kktQ3cj?kPu(K7y$)NHI{UV?Uascjy)0dMlOGjlWRzrG zbj{5t!PIbyf@0m}cd%x#JD8w}dBzs^ocktT`-_N+W1SGvqHGWV5s334zO?r8+J-LB z@iT1U#rQK$i=0xq4vKHYXXyz}j{RQ+$)GzkW`N&w#u4jHusGBXG7aoV`}Y7-UKoPb zKz?0Y(pNo3$U=UdKvo@266p~e^WmVw_#-MZH$`~#rCRt8|5q=J zyup9!M`qRsG(JOuSyBN`_H4q3`&$|^kDxmK`ST}O#MoF^s4rbQvHDPUYaQSnE#GCS zsNv5ro&iu&zm;Jgp$$fnqjq}GKO0@7rmk&&8gULY1eG{m^EMWtgd5$#kRhZ&2Jo%N z^gEJ~(=<*!p+8PMKubZi5^iT{=j4 zvBW*+6y>Q?p28*om(^H51wBfcub9jU!~=6bTn)~%{@2qXjg7Zs+0}X)*AiV6zk|=z z>rEzFJ^hxlvl>pBFogKOD{mzxCYsEN$z0Dl{~dgol(v85h7{%cT$S=aI497e`BB<3qfya*W4edm( zdBJk)ZRZ;Eg#=brOt!QCHEHQ7%p()8nintBE~3iOye9Q(!dhv+mIoDuiju&UR5vX| zVgk25Bm;;ze`V?+#nfm)Q76w;Uxvjf&YhTn1Rm!Wry;I-mU$j9=R!z3++(+b`%&U| zMSe`Zoig<;Gi~;c*+QbJe!u=HfS$NL(R4MpjAPYahCnCer2EeD3|um+8t(<`y3ZWg z*?@80N~7Ygss%0iUD#M^@=u%l#P>@=B@_ZKB%)6|{viMCn)L461?83pKeD#NL(yX- zgxaG7d>4?EFB)E!VPPHBUww{A^vh3>0!e|ghKfo8vbgG(!boVrnDF2OMO`uPQ%BN=8;MTP)h92AZSH&462^_NW}OAQQ= zgyy~sQMqMcW^dU71}XxnNMjg4z=i$-dr-?aqE@yD2z=XVjbymLRbsD;iHYT)$0X$p z#z{7}p4i(!HmH~opVida;#1*L`=+$G<#>d2ZDwX>UJByFr2+qwEDdw4-aA78Z9j@E z2djUS$R;fdndf~##ua`mRPccnyZ@H+!txKuN_#HAFH5HFGA2lzGu+(zwK@)gMsOU( z*xyx9IDto9fWsS5MSzzt&ISuI2SedD3G|-51%w#Yynlq2^85MZvlE1-&1VQ=21nH} z$V+SsKi~Wg6opJp1SO;Kma8>xxAR8TI{67v?|}kk&}vV5Z2{$sW2vK z&N{4}n=?iNS}RyP-G&>>$bx>_iD`S|Y$Sb>~MxCSdMfC4UFW zDSoyU^)!Jn$x93j>T6EqMd*Y+PS57lHz5i+ScY$QDyyPmEAT-Gi3q{A@$8|)EjtfK z<7i&~nEHhgUe|>zg3gkmH4cMn8z+Ohx zpD;sn|G-5<1l1+v1GQV;rbbz0wnS_TmXY}shodFH_Gho9G0AC%W}>AY?!5fe2dhT+ z4-~Sm4q?8Q@$`U9elQvbCP4Z%QCNEo3fCkgGR}h>Nd3@cv3z|PkQ86hEWl5?YwEAERBepn3EAf`kU9 zdDjl2gyg*Lf%;o%prY_(?J)wTEeeh3b_nvry&joVt^f66bYR7%PVkd?7*Yf_FdW6o z0tmHspbshJMC`0Msul^1!^gNevxaw3s)BRODiE>u)KO8KFh?eHddScl@go3n3VsCP zQ@NDz6~rFffc&;ZSUe_*huAghK(j9Y9C89i_z~LJF$rB%P_Rx4c6}98?2{*&UN!ag zDU8bNw3oPG0bMJ63-MyIjY-2jQQfDid5LH<+b5lsg}kIbq_|NVx&>1Ad66@dV*R~d zHBj%1BEt(rIB-Z|Bd$6iC8V)b6lppQlp<8_SNCt|Bk3wv?R|rE6wc=7=Qo8FXBD+* z)xk-5si|?e^;Bah*!JS@I!D@iz!wHdD(^!D{Pd6A}hEE@SB%~C$_0MSuRC(;Ybe@yqY}GG=wMq~0G?hnQNI9dYTvTL=0%ID8XD9XkWEAj z?~qYm<~GdfUHrLgKo872`XyhPBSh5+e_j*9XWh77gu3L?)Kr7IVf-+`DImuUW*?8lhbXY0eiPDp3yr& zU>`_#^9F&sx1r&4<1J8I984V^j9mK&by%X2jg5_4uL#B$km#ik0Dr7H{{sF>OhmsG zf`joA^h}Qcx@xp*2PZB64%!XSc}WHh9~hs5)A(fpb*}7|d20Egya-GeaJC_9n^)zLnsXWrd0VP8ZTErs6@bl$(6{M z7=k4-UE^X}KAJ79!U!f$l@O)_N&|A7I-cUA-K^BrpBY}Frp6mNOm2~(!kL+MlrB_1 zuvnUIa|DKU4h1*}<#XQrI+$--dm;s@EI6d$t~>cF8EBG@mjiG<-gXB`e#RZF?kwO% z;e+CsrFWe0Maf^E;JPB}Vbf=ijFOOFAmvjxfv}k=P5=a*_Mkr688&S4U@g}CGo=&K zobj)hK1#HM9`^3tyFiq_4kC_0ja5>K9Vm=CL3@1N3JGRv> zp&BqyM_uCS?CEjAFE8t>K4SB2pn^=U$2Ta$hBxt>&|jXX?1~m5N_5`JMLOOKg=n4E zC{@+#mVbdE0hfdV;p@4y#1k)^3Al^6QN!;UpBjSe+IV?+7fi0Rv9a9?$6SyVp$|qI zpDe*b-d=I*`uaK`>5dISpnV3sW#h02aqiy!3+lrnHMRZ_U0MTJeD9-fk6v8n*-P5^ z>UYRZo>luUuAl0R&tNw2zn{o(9V1ITLHWf{AiG)04Xy$-Pti3K#)n-dEgh=l&1C z*;^4KD~27W*oP@8%E>GE(m~i=0N&+Sy2_9m0GOz+U%x{`yr&CtF+*g8vrp=g^b?qx zlRoZaP)zIyX=EQ($dG+`5rOs_hS1gS7MYUr3vOA!G*dcoRvj&c2e`#EGOZ<2cuZbz zBY!de0i~q6KC-F#7VJ!59E|+f4&j3Ag5b`6->I_la@z|hOPq}Xa+f;*LDWUnmYDNS z$ah*ZSb}W=TW0ANI9xqloN}Pve16%c%?Qyd<1w-SOc~9l1;OUJhad7?g|#?qfKhR0 z4&32Hs3}-Rsp;t}(0M)z!YG)P1ApezzMH5I09xf3rmI|VAj6Fwr^`@C4(fi+Z#oWf zenj_g7O-k)FoTg>Eli1kH!UnIl;N5j2iXpqI>LcBzz*xz$sv#gq3u~aEvxSFqJx~V zitz2H(&vcfVP6U-Jl z+=uN-f4X_Rp_5lAr=}rVq5vLAvb`D&b3BrJK{bQQxUCg1 z|G0Ar6dXijx#;CO>M<26)tkH|E#yd5vv`ZaE4M5VmTPeKfQ~(RNv$VgPDz|eB3lK6 zG$7t7)%!viu)uhP;HNsey2^i78M0bmmzw|EBOi6iy%V${K1wM>N6gcUZ(N z%K%nOd>x?pJwH}Td+RYeT{Ggqh7$`elGH;g0!xK1?Za0#sea2p1d)|P`j;*a$q+R` zrv3&C&vigMResh6nn+Wa3~j89zDcX?J zj)XJOUs@750&FNnPQk2o-DW5>pxjVmTvf;*{w+7mh7Atq5>#=-5mCUH918OCLdVvj z=@>MjBtbR^V5Mku5vC~|ovWJ6sRd|No*-{{dJF!Oi|tKkIyu08z4O{rk)s z^u;h04++@>pco<&U>MR_hhK0?fPCr@8WU)N!7Ax}+seho#m{dK4(bc%&%;-Z{dQHx zEyvg$2&eDgzr)qMES0MN5sGvGsN7*VEY6*-du{5i#xvI6lQ^%g_t9t(Tm^i6aG_-g zo(@=2v3Ab!zAh*@ICdOdt_k&U|A^cR2b~otFZUokVGl&T;OqvV07>|Rz{Il=Z`^0Y z3Cmg+6iXx*MpL61CE$eT$j$~i zVY;vu6*$NKLO$Ow&K9siu=uid0gjbu1gKmfc>NP;>Mnx1ep6Bd+VrN%(0-(U*6nxV zmse0=Zg&qxrvTI40%_l6gP^H#7zzbVrz{NKT`O&Ey$k=?4tgNno~27z>7c-s7)y?f zbv0VGrD)y%F{rcDF9jALEYxUSs9goN+vv1cIbPUR5kF%SPBqO?ySJ^nH-C+Utpxij*llFY8VC9ytm|f{!0R z9!rREh01gYDS5EYB)}76#hqCD_AjKF$&t9E>vQ#HK;Ntt}#C` z_3!HJv{7_QYl|*>Rbax14NYNZX8y4FLnLh=7P^8q#M8*beyP(xf z;pLVktU=C9jDC+MeUt4@WyVd*J8qTN8yh22e^!G${4*!;_4n;*iNWLaOK^@jdxGL8 zHUjP7iBn#rgVE|0A|tGu$c`FHV}aq9{QU98M-W*8;D4n?^-_YbA;|_hc2Uo2BZv*g zX77X3g2aHpqNo)^|BYQ(SbqReRIXou7Q7DlQ@?*Jtlz2c7NpMYOU%$nyzA0ju+rDm z>_3`Hneok#z(w-*?=RZRgTOM^W*D~L2~hqOy?5_f?x)8h8=9*SSF&4NcWvg2{4*^^ zaFGqfb_^w8#awbOg33ZQh1>F&uZ{H(N}t53oc`?HHJ%MQ_cx#AL~41E1iAWW90Eaq zw=a(ydU?VsBYBY9St_Mn?1!$){U~}@z$F;0QWHMmd*=ql_>@XsyeL@v1WfjjVg_gi zphel-f__Z*L9WAHVP!l!pfQNlo2o5*W;Mr@$AJa&NFrblFShl#Gxf(aeKAhf5;t1g z*N+OCvIOnV{@sTYoDCyU-pl!zQdExrIiJ}jyGzkFkAiZG<*Wu1!zcZM9yBl zr3Bgq&SM1XkXx($pySvUekluMY=|!n`@pkV$)%eK{xJC%2`}ZPZeI%;6@g_tpkEK^ zZr+n|a^jMwpS!h}eL*8rtj+%^yW@pqYoL(;Of|Y(vSaL#lB8gB{z(mDUM|Tc^<4%r ze~Yr7wziyl0kdX4Juxj^U~XJ?X{h|N7&iBGn3}0Jbv#ijRr4`>)0fxx(uI@UdHdbdBG4ViTvl_e__`Qa(-293)2G0)Mq0<6HP zFZkJo#t)s)3#&zV7lKw>hGi*1@f{*|dXNo@MU9i=YPemPEV8AM)-gKGxHo+%i?LKk zF>9(nm%}(F8$@(X?+vDE96sJci3A+%q&=F1enp?>HU$;{FWrGA$Cct=Sn4d8y6AW30hJ64${uu;X-WQ_n=PJDt9T~*wKisk{ubY-{ z(f#85a;d1>BxQ|KPKxq5R)QRDfb#`-&npm5dIq74Jc^V>_$=OZOH1!e9|I3(oWk6~ zLV|$s4!c)P53p~j#ZQzAFI>m!l_iL5O-Pa%TZJyEJLJ)yIcN(~<8o}nO_1r$LTXXz znJB(~Zt|Q|5R0TS2m^?nVtTc3=$e^ow)EM#ASLGAHNzGk_m4FPb~1#dhT5Zc>epC> zOfko*W0upD?#s4D;T9QhKxeF!oqjb4ok!DLG>I<&{PfM9gfq;^j_iy2m*fQ>Tc0KU zwjf6vMx!Mq-90J>6Yn=(W}?qiCn(bg&c=w?^=8m8GV=93q1{*I+R*2!)5ubs>~W>6 zcnol`?`FXQjgv?m#T{Zni@S2Jko5lfcBrg{HWLxq9is=jXh53 z0{v6qFkEG!u~D{`Na5Hnjh88XKvu_t=bxLj0@vHennf&$wFg7PEB`l~(4#!sa*es4 zFDgAX@zU~`YfNNh!d)O_9tLWkTeN<4+|a8gv-?z@cO6(>-^kovvI_{1)VsOzI1esU z&j7G=o`s37WJ4!&gEP@!LscC>U5EzHFeeuO1-upKDUKo&%Rnc;DNXv-3KBhqy}uhC zOpOVYeAEQ=nL1}liMg-6T}kMGtP*(D-;e|#VXbe6)ts2jk!Y<||NdsTq%BsLwvFIszop}Wy64goi3Y5L(s@`b47?aDq~sy_B*n#-%4GLjyO;2E@u{0hc}X5s@86 z+XNLAF;c-Kr6DzKZ5K_xdj?TW~fs;N8RprTCz4TY;o`>mE?FoWu~=)W+0e_^#OzqR$c4QTO)q=3lH^{G(SQ?XRZKX(`c|`pT5m# zIV_B`O{HP+$u4+w^9%lFz|-L#1DFehkLc5|=ju^XjCvS|2mB=ve;gsVTF z4oX;n4QA;(3QaE-lH1J1jRi3z6n@Cljx(lj>7t~k!z4arwyw}e=1gCZf02E{T8U<8 zT^y2-(I-z?!ItFln`b&l6pQpWB%_2>W=W~3t!%zDP6|U;3i>Cxha^cw*O#Xy?R9)aas!6EHifPNQ0R!uOdYZ0idWEr1{!tNj>-Z#F%99v_*hp7_G?4mWqJj>jgC= zSYlUvBsaR;r{hj&waqzyrfCW!aiezVr^k)I@LWQ>8TYFno^NYL2ZDuf7)8ChJ`5ti zR_NqW+2tnScH+!GO{;y6ElR1qL8TN6HM#RjY7%OTjw2iR&gT*uuh|Fl7=z1DaCMeq zKT4|ha`W;YK!}^^x+ zLuAk# zIw}MP5Ed^EXtp}wbQGemAT4*I5opREhA>5x+kx#S4S=_0yQh(nP6qtlCa$mLFaIy< zzA~!nwe3?B6bVV`ZWKg1q(i#9C8Zk)0Y#Az=?-a-4k(OAKp)g!|~u|@B4q>*ZoUm3((VQ7!}0pRp$BAF5v$2%zA!) zezTYt-4$%D`8I`|#OzrwB%xnI0wiqoD(n5(uMy&iy71osF>I3YG(KvFgX{qto6gpQt`UT_x(0QP_|UuX%}&>IAWh+0qIDJ14Z%^VMQLtyPU_OdO4 z+wcCxnS_TEs6%kjg0!txLs(WkOg)MiwKb3hG2BxehI(iS!6>X^@{twBpLMoh_&u)G z9i*fRdqrdcJ^~FpyT*5s`vvy#c6bP9*6cezvG>va_b@_ zxfY6bu<`P0BZEtRHvy*o6=GWp*$V9~6vW(?LTlqu+Eh2oR3pDfQm#M0{KgnU4XRC- zU(q4vg=4k~e?or6J65MZTfG64@PFLy5ciH>15j5;r4ca!egM#*u_B|t3zXntgsR-f zX-eGMT-@BYrU(}GOR!sm+(_MmSqyYzK(p{aB;*TEA9!z~u8v1dt@=y9%3KC;JP^_A zX&8R9MhuafLy2MR4NqgZZLx`sFkjE>j1`3&qjeK%KhG!aQ)n_%UIReoK5?994kj|w z7~m2Z4@({M#pB)avzpRD~?13mWMKwIJH7?O$r^HH+{hus@dCYhgsTQpkhvF^G`> z^Mr2bJ3-3`m$YWO!#on!kA@3-+CIfsu)|!xQDszPGw_w>A-DTW^x_M+F+q$(1vNa} zIo6=L;H!>UV2}Q;4s{mWGa`R`2z*2$Mh60z@_ES6sqdXa5}s|v4p%gx2yY6fMQ}G4 zL3DbTTIqoGWG#g8pMlfhyfiGoZn-7(SO{b7NwvyT54>7 z5O8@&N&Epm*q83Gv{?5?qn|ES=bh_x<0^aAzM^ds$*G*rqBUO}06=TB+zQgn$nu!(=Strw5>u1uCZPsXPD*k5 z?Ul4WTIdLH zfx+rmsUo^7Y%8CjbHQEz?ZsUZ@!YMU4^ckl0_U(xtZe9i@&{0w+HWT?fAH}xk(`z| zswl{%SSf>6(+QWlAeg%MUWARB?v%ZNkmCf;<}(0DO`mV_%J%_e@YF`X`He=U(r>%A znkJ{5la14QV1fR4kI9s#o!qB}YqnKY{O?7zx9A*w&b3$r59=F|J;S4n#;^4?G|Ycy zp5|0P_@p=EuvppC+1Z~9X!n-qH6Oj;Ge@%K$OO!qwo&h_@>)e z7?kL6by)F2U&kwwl>2c~PV&%USPPJ?$!LuLWp0Izqa!^*cg`V2Z;IXOOY{dC&`8P! zL%Uz(jMeuC>BPe}Q=UUcbn3)aPLR7s4;(`EQ~CyBHNI%hz48o>d2mK%qWnR%Ty zg;EO&9e-WF4vA4J(`@esLb9l#ULGv7=jKkCT$Y{DEHl?_c>pqoP>>i&xZ>g5dp)a5 zI0ULkde%^X6t3@K_$&wv8|I}oC-6}0z5xIA1~{EJtN}r_q}WQ0XWK^7qFF7)X&EAr@P8vwQ=E{tK>@5Ahi`^g8xz924@ZgH5E8`BkUVteS-w`{SdDsf(HL~J75j$JW zB{uOk1Ha{wQu`m|)y>#t(Y338DoeE!a>Ar4Z4=YNI1AGvzRU1$I@9tyPB8G>q_9_L zL(Cq)ZhHfl!IYkdaIH8x&QLi)F7Oo{4k8f8ygiC~aV~Xks}i2@wjKl>FHw9a7Ww8Z z-I?aeottQ%Pl7Ymcs3+QZ2o$P-Zeb>w&Y+s%v#G^>;%&S_JCcSAWvlZ8dC!UyVNx& z1FrAFUR&vY5I*&VQED2k{(VnzKJ?+;T(f@sICv^+`OT{hWFwx5$phCck)yZ)f}8qy zCKZoERKM=m>{_~?+;xrM4U(Xa} zsc!4}>kk+g>6-pod;}K`x1?mcd8n*_4>w=5d@|Mx$Lk|f_mF0id6*D0@@-#u%RzKs z54D6h>IQaBb+v1}ZK&=xvN66B84Cb;e%O zhOc6?l{~`Jo#dZq2#85ZS<_D)?ybxclUGrxlMY@DhhTptWM)1@XwB?R7OcMS=V2oy zA|}o)sTZJL)IU`YdL~Kesp*B|6yyY&L3J)$nMT&X&eG*+He-or!BIlaLsL=}K*NEj zB+;q^*?HOI@A3n=GuhxgheGS;Fp~h~Q`n>(_#Cu7pplymsKcb+M6Dq_s6rRZdi~(< z$_Se2R<6W1r58W=*j964Hw3;(PfM#kUp%h?_9?)jL092fk$7EFK%Zv z?zuENZBPwMK#3K4i--h#?Y#&O+Rh{a^yY=~{}=c+BQ$US+u8xI7Ga0imPikHO}>Ui zmSK_smR46w>tJVI>O(0gdSEUBlq@qL!4oQDn5z*81bj4r41yG93%E1&PqzkzVc)wU zqpzpu4M%-T1!KW!1+iJ5WVhsVRu&c)JKs4#6j&ZS5cS@n>4Auveh069eCQ-AfA$0< zUm%fvCI+F{B(ejiLA{kA91sx!2SWo$qF^XNMmfM&{-=9ZNfpo5lD=FV8In+l_!3?r z-H~e=?6B3AoBo)w~0p5RIl?#SCWDSHh92J+KB4um9CgTa6b}J2>`=PN_$P6>Z?%zi9ct|2g zGlC`sp3Q+*{e5XSk+t4sWxS3+>>UH3I;oi5)YN3<{J@UJ;Mp;>Kto<8m+C2`@Wmj_ z#rhv5ui^kth{yRQ=|Xi>0>t8+hmZL~>mHKxD^SmWHZ8{2DM$+gp{K72&h;{M_eU^+ zrN44&(C7HP87Qe6V(39|xec0D%{62aJNy3rex}b#N~N_8I!SdXa_CO)=?~Ep!d{>U z*}zDSL{k10^6Cj9g#c4yHuJEXoA1bY6(ZpJR=j2%E`H5+MbK?YPUK)AoFkQSP+?K& zE=Qq8lLSb*)-e1_Ra4o)CkXh3hx*traO;bRVsLvZ{qa9?z zyQkljy1oWqF3Mk4DctBnhE*LnXVdAI@oe!swk>kh zh|RIk=)Oihz=R(o-#sPi0a0$7?g6LE#PU_^OilOr3Zu=IZ(Kxq-}XF#yzlUxlJ%mr z_5@I}-fT4+P}Z)2+i2RFP~$l~GV7UsO95vGw!AQ%CKp&d`3%;B{oGVrBkX=%p8YZc z=cSlj!g6G8;q`AcKa)!AJhPrkk&t@tMLf2(Ez&xK+oRzI5cOYRn}>j&(?Ti5@RXlU z)h2%2^QgiIP zYEM|!%6(xp(?9rKH7Hb~e%||>=wb)o*&A&|^+71FtDX;w-|3fXw2wa+-N`8|LC>(V zhAUCq1S_HVp#bEMq|TG|INRdgioW@h3TycgG!c{Ckpix}3o@=_up#$&tR?mT0g%EI zGK=j+m+o$Mrw{A`m+e#eddmhRcQ)^URg96(c<7W*kT%_cNgL#GXnpQ5&{5LCF`c z=U3ZC1<6JJLxwxq6wtcVa=Jq9Lmjwa-=(i1`s(ItUfLY64Q8*22r;IXW6Mr=bcS)i zj1Wq5*s+>598vYUM&%78YYN@?KE%BM{%HTa6g?`JFfrN}LM^`>Owm<(3aRkIt-ik> zPl}JPIl-2>wdsau-RFm89(J36$>zz;{>*h&qG{=ICO$Z7c-+g&${@8D=5}_|P5F}k z-b$ORqKcPr?Av6B+79Nu+%4|NNt^XQe(yJ&gm(B%fyL7k7TDppz$R2@WU!dNt~zr* z6aBfpHFY~GWDCu=q9w^FvAn9hFN=$=Kl-t2uKDA~!40~(BPd)07l6S>$LvX_m~8v! zwPvZ?vT}NG>tx%Kl(iHbhRzUArZe#rrx3nE^$Qs6+V|iXg@*=b^57u_=3g8BqcG_v zrGe7=HEUnr#^jW!iuKoc0pn8#%Wj_sl|AYdUni533Hu&&E+~aN<+LS50jCqZhX^ao z1U4SOESsAcS!1eSu3RuRsS7k6q*KAuz0%qY9tIdt9bjO#zE+B<6c38vWK3x2HOp zQ#iH+Jm-Pa#S>U`kEYOX!)+>!w@sjnW-|gltn}n$sF`u{mo=iE(vXkL85Z@!PeHq7 z;C6$t1q$HYx1t+H!hY=%c}Pdi`$7>A%Ot{Eq}q-swFX zl|OG^1Cls)tJx85fbd|sPI&7aL6MOs#4nsY)4C>tDWP6H!?ugcZsUvl*TCT5&tR6z zaFV_K-PPykKv+#i<%D&q|BcLo4=GNHgdS!p#Y2@2fp8hAGh-&uPx0bU6K&t1p=YTTGYno4(vsQOv)Nl`@ zn1d91u`r9Px~;n%Z!%BwWELUFSpH_i&_5>DfQO6G;a64)F%=A`616;;5$g&iFE`ow zY<=wP?ep0lHr7yROhX;i(ei`=+Fk*E8O_GggphT;*xP{zcvp~`+kFK`MrE>Xdf0$I z_q60bZ1;N#W9ig3W6GZKrLQr=e^EMSHnQ%&cxg3r2sEUz2f=`WnOU}#tgCw>CaU_F z={Udq<0daK*8Y9o#}^jolsbv$0bNu4)%V!hd1s%{1qT-2#DaL5ROcHid}C<`8^1LR zrgHOm_)(){wwF{>al-zkL9@!uc*1-pm z*zmLq#o|_1Hm^$m9$^I#)Yw$0pPgDmG-T!xa4q}I&3flpCq6VtfM1M&LKdxTPHu z9~j?LC7V~(ug8B_H#qqFItyBgO`yj37yr-k*QM)tFOT9rc&}+XO&dSlxU6Y3mz*kW zk$ZJ=4u*q=&ojVS3}943K{5F!i9L_q>x0XTsSsoUNtDz8U>A~4f6eD2)(U?D8ZC1^ zaPavsgtrccL?hAJFOyM}Mx)uts%+aIVd5^@1t+5&kMX9Pd=HD`IK9ThDIXpUn7%+q zT~w_e29)&T%hz!kFQ!?TrQ@)Dg>U~wBelj@`Rjim_aGmVIL7Gs39TTneRjg;eD2_p zdFMC3okJzui%{3bjf)vkPlA!YQb7c%|H50sgYU3o6Fx1^c~d3mF({I#&fSaQ@ZfVO zL{|L#-cS|Q;GE&V8o`2AB|9fSw+{*ToeRCNVW859TMeAA-9q`+1D~tmSzXwDvlm{q za4l_on;s;?Z}wQki&M%kaz5`jYj%_YghzLjLUXzU>!+tw-QI6?U0th4Rud(1(#&)V z%{-!V6Em6Ge}Jyl%pm|~g_pZ=EHUfIc-D;&4~uy?1fPKa-nutNh5TosE16x46J2(T z_S@`!@Mf@S-;rYIE~Z`r>74nlaD40DB+q6#Or6F@MnAi{0%L`g<0B|O5u@zG5joM; zQ!86iP@?YzXk(8}GZHie0?tn$j7cBEOyWZgL{?y_8?HUW?M1cg z2Cy`eO2qEheBct~Jm_d?eM)Dc6jkZz>+`ybC|G#zcmER^r|;;viA1K@P;#5D9yJeh#-7KifwRtUE_wfAHFzSau4&^R$7Og^*j7_!%I!AWrYY zLOWit=X_xLg<>9Ud$PW7JN$wgaD>ppS+a=@C^fvHItW8L+<^?)Vg{k?J$xA;-%TIL z72i{RaTaHL1Ot18K`n+k+2J~~@-13|pXf3x$8XwEfsA>{56=Vf5sU9il8J9u=_D|L zN8hhk>zep<3>M(J8}v9qSpl%WLsbX6_ z#xDc&DU1c6L3aQ1w=@_bq`kkrzKOl}*Ze93K6|>xW3&N};wNfC?O*Lq!IC4CFaYAq z9^nuy(gjN}+LBDeOZx!%c~E?duEzfw6g;ATH>y!?O)IIY@{@;>Qlt)seNrEaNlTs2 zgw3~zw6zmP4Q{CmxFF9~l$AM#kw>DC6{l6cbHBzJmBQ@u5zOaH5G3nRu$q+x8y(Ri zkc50K^JhiGZe>8jUrut?}*kGro%4MqrI#U}9#be^rJl`nLU8fsUu~&DN|l z{3ztzcLGH@~V+m%^*dfI(;F?-eF)_rKmE+xHN(66N|^T=%p9UrcKkH7<@JoV8E z6CZGfa#ncfW97U7{74;ddGVr);I1~o0Q*<`Y%-Mr=^!8VCbU5t2p=)OZEIe4$jc8} z0u=IR)5G7GY6g|YE}^|W3U0W21AD<9zdu^VW8pB$r|<9?>wW(!<&D6frl|! zIYU@qV<{Zh#DFbd00bapy=m{v08C~oMMeu};X{Pt2-=^&5hR?~dF|jOgS0~W3|w4aIKOx3hbbGENFrtriy+ zl&WDfErvLfdAPnEEW%T&ta#TPVU6_>kE?`q-$nvgSgBqdxnot&KhMT1GipMdmpZVJ#Fh2aok z`b@@UB!SRaa`zps_OE_}+R+r>d%uRS0Oz(}ae>|wks4?>uAF`4GLdc%t&&H;X@p^b z3!ZtJP^Ov(1w~4Z;%svEGWZID7V?YN4J0N0%+XRmzhj*@@edm|yv4i{HY!9|ef=|3 zqKlQ3+PgQhCgb4K5BGvJSU-Co3XoId8adhUX(RnUmLswGm`m(ie&#BR5&|MHuyosT z?ZD=+egzB4`p(BK)nq{XFYebl{5Dr9@-!fjJ%7_^yHK76K@@eFbWtw5#8;-DTqNus zEx5NMKpG(<-Duf`?})Y{!Lc9@t;&J`8$HnZREltj-RN_x~+ehJ{AJd2|r&Q?uYghlvx;OP$*8(0U&Q!&W>;&-S zkgVwSw9*lHeS^zOTEL?!oIhy1WM0!XO6QSk{7-w5@pdE=jeHi6Ya%v@^5ygSs=L59 z!LgI8=og=06*yNyL{f;3jG_@nIwKMCSjLP4d%iUw3dermtYkm}v<3(s6?-a;tD4?b zwwwj+n7QPot%NoGyfgr<3XmwUD;-VYLU>}}$>aF|b1HalhZ- zJWx%%Jc3>07>-e^He3SZm9VXnU&-Mnz-3kq^V3&`A>Mbe4EH{UVB4emXow|H>f0(xl=Sz zm=)_Q!ryNaAi&DR7BbOQY5?zuZ8UN(?8Lr=Q{Vawl*G;mYagEmVX+j*PGAfH^qqh1 zVHGL;&Ub&HsbnT#Ry;DFA?uX8ofU6Sd)_CP%Jv{t#yq}d?&TBkeUBeAPI{)L;gWMlA4 z5!~tIelUVeLSt533q=&B&3kA%<62OM?W)bfY0tfx;&}lZGB+dIby^&J&f>v0TA&7e zyR-KX-F{I01}6FBmd+=GA5^LLeYC)&>mT>b3>K5Qg-YEAr#iaAG$xfs{in~poXsKe zw%Bs63!Py4lVIFF{7~yVEBL=YWCkExiP&B1IbZ&94(NJ2CKn*9^v6h@zpb2TAUmI= zQ|#=eI+D#oy!sC^i)bFXqH{7gvuM|cy-)&YLFB)=&B$TW#InDs{32D8c*9<-4gb)P zM%fbhzoXGHrB5^v%F0T*o$sf%=Cy<+FIb zPflUl+2^>3e&qw_So!;d%0(qH>rBBBNFJ+S;&gUO3g_Yqq{M99Z;^+JfdSd+@+p!Q z-8A!>YlO`J02*&Ty&yW0=UbEY6~?@dl1f=GLHR2PlI6b|F%ZU2A>`5NJ}7!t2tq}0 zWe`CwV*Rwd`|B!*m)C)|KfpUhA_n^Cb=X)~&_4@iKSHjI$ERU1!`rGO-}!*&ui)$5 z??9l<*E0j7h3ouZ;M*}6?DFg(vkTvlaiS_&9&{=4^}}gC-63s&LJ2{Rk%PS2;>bQSr{npLe>(2{^i*z0xlpz z#xnrbW4?wXY~c#*T>{3%Z$N9!H$#uT1ZzHHY#;V9{?;krIF<O%NV2+-6)^C*>Z-szaI~h8Qir#k>hm6`-M`_ zm#HZ#Py+ez8@k}o{kpc-{sc7dCszQeJ!{coELGwsKt^yhQK1^(tw3D!ZNX)bLHGLp zcEllU6q+*Thej2fMCb&CJB!P`b_iQf`GzGu)WyZiTT8kf#}fn>VfzMgk%6?XtCJ6m z&%=&-knhRjVl5%AA>s3bp?f1~3jLJ~vr z$cPMoU#6IIjNnKwvYSImwoFl8er>9ux*)5xV-L=rg5{Sq)(YzC>WWi>uFGJ8)u3Q$ zhxc;qR_50Vy(&q3IPO=D(dsaP3+1?z36iCEG_bMdZlbY|ZDTrMZ7skVTx1-0C$$x^ z0#IdpDHLCUMv@Z;9^Y+fK#a+SDF-j0_6efk4g9CB0c7A6trvxr7Ju%ZQ+VTV8fYTH zEw_2HQk2F*k6pjf*Z`To$^Z!@Nozg#d&96`B%cl(ngR0Mi2VdPI?B@R<305%O~`YD zP!^7ml=42TQ_)7WRk&{$fd|YvEey$q&?SR!1*j)N;f@kW958=rW2CXs7^bJ<@UREV z@Gjm8Z6hWsb<`@k8KQs^Vg34H{yqF@3dj|n1`8696|t|fOMHkHEaj7gqL?ZaB3`QX zf*uI8Upb@_$Z^4eUzsi+kea}`p=*jll9a4p;HvxA&1@6HmW{;IU~oB~J2j6(cSITx zB-!7{rYFMBPIg{FDA2d}f8vcix2E(F_39IC{CqcldG&^Bowh956kOzwf=m#pS3wzMXTuEU<0qj5muV%cN zK$Sr!6BMkB{%{Y|@Iw;4%dHbQEmxP%4RFIt26*N1#EJbHYnT85MMgs1@D_)+jrHEk zFB8k*{e7l)z(Md2-37L-zP@@fbwZH-KCP-+FSzrJ?Ma@+7Y)+}xBTgw|1&YPB2D?( z2{!mOb@W-dtmRT`^RFWiY9)+#Qolen3`BAoxAn4dPqB6hj}`QZ5@lL=Soo+)oL|RA zHH-3J>3Y81%v_e6prT+q0{yNzl=5tES5_J<+4x+EE8s=S>t6kOv~80k!w*^4j3EGk z@otsCq-^}>B}om&bd%?L;>DRVXF~C-J3xQDSzQ{4Tl`sDeV07k37L!W1G1|@#)+dw7sRsTbe1w4!8`pb0g|9n4@KirT@ku-Yc4hDb z*hgkjM+qtCi=M1X!PZ@r8=iPqC^V<{gw&0Ovk&OLwBNTl1H+w=S}~>%p@otK|cp;7P3Dg?v(+R`{3vJS5`lD z>}m0Lxn!zm3erHSXkO4p{Y`YY)VgFD%CU8#?%^6AzJGjo1 zla(bdbPl^`XfIq**~XZhcQ@`kPBK7i9)N=KLFGj_ZHR*SH!r^mFfv*J$pAvMA?YPG zNXv#qS>^v@4s@Xo2&wPBX=IXlZu1aV9Y+9Q6*+3v<9FfRQRzY3ukkQ3T}k?NAq#36KzNRiZF*mz{PdEN^t64P>bsF zqT;HF96*Z@n@N+Nm;oZgsn;weM$s>?u1<$q;3Y^*e|zaLu=ha{O1`wg;*8DKHa{{L zSTHp{J}(TwV(JHcjrXQ*$6WjDR2SzX(a_KUhZ)wS?dMf%V`IvD$^Mc9u%G6AS!-t} z1|jHhsY)nXYGE3vtVgf@^kq7)IBZGtz~|+@i}{LZNP`(KyUAb`@MCmM-o1^nicBk2 znZc>03Bf+y!O zL?L6Y=DbphO#zy3pi|a=Kvz%^>33eTnNNM}%{i=88E)mgB z+VK-NN9AwODMu7^I@ML4R!j*1l*bv}`$rR^Af!sJDz%8+nvmyro^E_I!8oKI4#hX0pa2@W@;=KTT_w=bz8fATLm8m67uSu7ouga8Ng)!C9X_l*+SEmWhv) zZLxl&BE`!+Wdc^FDB$F!Fbdsc)<{rFv{dB3&*`(k!x6Xe`2< z#dW5JX4MRNNGSz3sV2YGF0!h&SGv9J<6>2ulfp==_)KitRuw2p-Hx}6cgy?-a(eE( z>Et_PGQ9C%-*z+TJ+bAb90m!b)&k{ss!7JepsgMAHV0U- z4VSNtIrH)FRDNk1uQYotKw-T6kFcZ6u^|ju#wJLul!(aO%L%9r*NNvk-AC{XlmI#kXt6nzy4aR-b}RjwIS4XUbh-%4n*(qAh>-|rh&x` zF(iXW#;(Lm(J#P z*cd!qoHP$<{`pc^m_y6Q#fn2u)!fd?!h=K8)7%63@A8gjPpvp~Z7n@)X!y7UIOMEs zpW1lPa6aVZ;gE86aCXylF|)AZkhXeeYhk4!E6E{g>*20uWylz#;GC zVdduH>|o|$MPqH|;BLk7*wz8Q#qk*VEomzYXG<#%B`c?=@OSVE^6&_Xieh8@_t)y3 zzVZIAyNd4Lt8KBYi>f}3!|-1Zzb8kUC8sJCQ09)jM$`lkBx?M8(kY-tNrf;93DNkV zfu}86$n9yPhW{tX+YMJEEEE^dEi%hyzd7UYS>wvjnPbuEhV2dMnF?y9Qh!KAoi|u- z9-XkS_*{PH-|7GQfB0F-sjwR|2>*c#$I*Atrkfi<%?a(#A zSqkzExWRmarwrV}kNMtYb$o^YcZRDZ^YLn(06ToXIuwf+pJugh%UReKWBi zX}-tTJ{+=>0I0)q9&YORGY~@*umDPNir>t9L6B{S1Q*gP;Y8*8B?UkFmnzT>PZovo zctq7bPXM}BAo${U`f+R$CWyZWYXoXQtZ1A-Qe(q11b96b?#+7B&r^E{ML==4E+9@K zW6P0l;tWDR>vMe0kgtJHW%#)E~$gLd@aUuH0voznO!v6Lx@G z`7XZ+Y+A0!G3ai%^g(OqmMcQc!vwEA*yesivklAhIS|IfeL(A$Bigr_qCieP+jSTO zDNTa5oNKBaLhBk|lygiVcw=r(#eWx*m=arut97haT9UbrYh#h?eOY9Dlad`sR*acG z(dy-o=Fj@t5kIj1W^d?jK^AfViz)hXq&!6A+&sZ~%XP8QL$* z{nr3P1mk`Dy~Zl-5*;2TeL8%8G`IsiMr#EMOCcpsQjqm|=JZ=3bb&AtHX=Xc4MWXcZ~T$YmiQ zEM7LQjVEusSML5C=@6`|N1h02oY>e8CjP*`z_mO7pjuZ=9qFFM#W_6!0z6NWl^$GQ z$Zq+M#h6ZS;}#TDRG4mMJ#Ozfgmh&!T4A5P_VgwsEDT;+vg_IucO!XF-HBLg85j?2 zT<^6_igS%aNe=R=Qi8H1xx_a$h@I%fMTOUM2O4Jhr=H}O9g*gJ7+QUgp|F+zYJm{{ zAS6h$RbUrDWIR^ve#-{0ZK`8y>rQOA5sy27wirJE8nqhyfw{m}G4?g~cVxujkuC9x zFlctp4`8y4?W_muV8=U(jDwDQ$WS@UTuKwEv-OXmOGFo6JV7A0BH+XDRa(uki2HU5 z8bWwovN>Sz;zn4}`~$?GZ4d$1E?Be^LSS{re#YD11f=NbcH&m5QMeQ!xy+nujH$Vd z?_;ej1Kk)5dyR$eMKCh>LH=?~@%6_BC?e`iov4Q;9)~b0^7vwmnuR=-ERPp<9;Wr2W#2O(bvyt(P#b5&rK@@VePc(=Y8cOR@wUt?^_7!Ij|P^O$cULkehd{NLs%%GfF9 z(cGPr>7cg>WsaU4<`p-D=TYI;DFD1z=YPcTEzqE$CW~hqFV%`7dOyi%S8gt zlbOhbe0X-VS!omM%Jt9EETRWjVg#2X@A)IWnhhYJE%DH>3QO7G-p#o)R!|NQ9DooDXJ9QD>?HA7%Um}!R#YxAkZc<>xY=nB_`pr-JKZ75x!aPP1o7t6hd_rl+L<9C2y zTbabRZ#7pkjt&BKy^y6wFD+lB0kNOhgG4UVaP-Ez{lik!5p-RPZ+y)F=5)jKDR?j` zzSC`*+7d0L;XY?nX=LZfh&JY|d+2)!*Gw$hC5E%L^NjcN`8VIAU6j@9@snwq4Jlv$xb=+D#crLFjWl? z6-mtjKXqG!tEgvojVI`)@Fh*AWoYMN+qM+6_>Ohkb*c(i!ZAPlOHhBhj3I*6kYGSZ zMD!GV0Srdl`SIdp=ffk!vKrCR+T#620+vEZF&5uPc|H4*(RI)=$(?`|jM0cg(c znbATSrcg^T&hLXSXrd(wPbIcT2CBK8I)gn)f>W1Zdu}fhwi4DzrkrVZ7BKJEQ6&wk zyN(^P+B5qI^W!|Tu%ohy%4lCsc7>6GoLnJhei`2+Gb&=ID>hz5lA``XR?QGZER3}A z{*L-OI!sBap>>GMeMsqxb)l^0@f+1CCi`)Zru0tD@cL~)NLIwl%7*8|cai-fM$}q` z$B$f*zgbC(FYfOof1Os3%?Vz9Mi|5D8t0zbAf8B(bQlg`S7R+^7Ejd6oD~&E+$7 zj)o=pLsGq^rKLcg?IrOBzl-L!cg*+6p(S+-8{4TZB_V4Co$nIl%W1q%lHiiUixvOT z(E$pznP?UKi-%k@E~US$+!o0rNhTscU`ZMVsu>&mp9l{2Ljc3U0xeD&(n(BvCXH@) z63kRot9|tSVI#rZ1-`Xo{wOVN(^L7v!a^1dK(Q6Bi~%>)(>UuWEiP6NMv8HeAA^Y) zdlI?6Au9^Lxp#Ky2M6_$QE+<5d$-qWw@egBjwZt9!sZ*PEmZqXC55Ylf+V=E(MzkX z8Bim4)7D76+XS>1g37BN0)lDrB-lsD)K_92v1J)gvP(uLCPY~)1F8XXILM<1K~Iw6 zRN(p>)3#g1fJMbA3X`~0l)>q{nD;X&8B{NWo9|Vp+){RfiJDvIb~60h@Z2X|GbQ*Z zCX#=|qfpb5;y>+w+P;<%ZOV!ejV_2gkFf=XD3xc(6f+w~6X+;C1fJ*W8$wVW9qq9E zPl0r%?mf1xs>69P@KfS-1682-sfloC0&ys-vGjOUC-n%Cp?32W#QVMu)Y^_C+dlN= zWymA@G7pBfk4K6IG?{#Afrk0q0PbYaJze2fGn{^8XM7Q5L>BNX`TJwTLlYVihK)L8Ctar{<9Up6+GKt!ONlXWm*T015jw;qHvxerk5 z?S37!`cAKn=E)RtyafBpWaMA0#sQtPHoM&G-rxGE*`lo}#RB|b0`r}v%=~6PKK}Jj z8%bhy=@;kaeQ(duRh7ondQ2%6tOLs$mmP&*0O(k@IWP!>gI_7xY0zp8_6yBP;{c3qtjfv6K?HOMUf$$`2~ zSH-k3sP6e}HPHq05f9&loq)(oig!)wFUC9V1$>$D^W)N^8`puFLVRSr;CeBupe-d@ zFr7x1v{~UBpb*IkCgU~~O0G=LiZYlu6LC{N4#>Tv8yMK*w0gizCDC(ddxoEav!3#p zv}QoZ*p)&aEMZG;QF&x+j-I-EcS5wgcc;P?*_2ee^d+CYeP?nP`?5oR^n`(liPL^n z-MjhqSB9dczbtN}ws_xFY#VzY82r9l+CO!slZ>kcZ%ik(ft>2kic!H%4IG_bjxQUX z{`OkzaU1enEk_62mnh1PELa6-{uXzD|9-iSb%W=9JoOD;3U6~7QPD5I7B0-Y$dx8Fsa z1U`>kPX{h?#a$GJC>w#G6bzlnN4RojOKH4iWqHAXVvlA#rdMs#32K~sJ_!#GIob6N z+mp+VdziGxTrnsj(`<%FA@N;WRnjPQ>yQff=`ca_k!Mqu{f`ZSCy-w_Z0;XTl!7!` zPbZ$ST!p^g-dbOE84N|fVQrvL`>lF-666#WANilv%#ZIhp3M#fo#Su9XbeLxAh7kn zh1;gS_@`+wX4ZrR5hj*vXbsy+FDX;V$XR)U(YWwZJOkyP>OCS~^Tno5+4zdL-7d~N zlcot7m4Z3(GKD7|6^p9>)cimu!SXj=Qeg%(JPxVyuCAQ5m}J-bYr1zN;v@{$Us*JO zF5x53Ro*MX3DA1K{k>wOpb8d>P%S1w!IblKw>+E!zB#VNfi^2Oz>bh4qB^`fPHEU+h zd2ylGu=qOOdmt z57^=BucR#_gXFdFm3SODZV!TI^U>g61i%C9+qON3jDSrCNn7*0mo2hU=@)2(XLdf< zz?avap6e(&pBNj!moK^h*Pj@WLH<6o_(&ZmYFL4a&dF)LR|m>oIOkz#as2&p87vHZ ziCL^JF#j$sS+;2Iwz`2>0Hh$WM+7xNC&mLf9<8md`HmAc^z=S`e|7b@4yIRD9$HKLQU-)x|yJBqTdoAa@)y!?Uwp7;1gQ1T2=wfOC3Q| zmk=wHhhLy${YhG6208pHW*a2)IZgl|?k8{8hBShHCHgrBr1v2^=x%6{B@e@_aHC*}H~!n{YAn3m@@d zEk-UHbo$pzBpR&Nj_fQfm3vjdENbiOR{sWjos;$ejNwCgcgXpAe!4-<;rs|*C>2js z7OBLw2{K-y2S%Nj&iy)rQ=mGwrR2GcZ|NGmn97ro{Vn(fvhc&SK}g&+iAj~~Ox{`D9RR!nKbqIPq( zXs6$JHYLx6ts;W?0aF@#;MlKIOfPabf1vi6@hj`B+HWY9F!3-(8%V&pUTZTLpGeOm zS7~;n5G|2+?+#B8Xv5><(SZ&n!)I0=eS)3b=QEi2F{8?#yh4TH}GY&n(sHrOz)7kTb9 zAE@2VD}T*q+bLTw2i=EXWgDMu+U;Q5*tdf>elZ&}N(OrZK7TI^KZriYu6Ob5N#!kZ zB_JoIKr4sA%3%j&DM?a26TUFu*JZES$%SRhqi|Hm4gDmyvne5kch1P#4qio|8c9t; zUR+yO)gjp>L?eB{=6Z4IcLw;PKO+)P;LLTBXoXBncu1F9V7(Dlr>9fg{-9DIQHw^0 zitQ~V_5m8J`$ugaLW1|b@ro~JcA%=Tc3jTpz?Q)Fa`nWb7Hz`QB;%w&Q?Xu$RPhDe z>N<^?-@#0KIyjK~Lq3T_;+AvmO$8kDc_4@+EcM}E{DgUUFn&F%O^%)bkz9bA%rovr zfFMI=#zJQoG6ozD){H&mBiCkC0ODdqVHpg}aXSF9Ku&QTc#_8kEKVx8B` zfi%i(l1U)T!}}C~VOurM%)|uY+t}W}0Ke@}LX1(|u)z>Fq*sC9qiy#&?3=WI%5K_} zDiXYf{h+dc-0#6yd=>F0_zhj3?m+;KVwQxVZFCC*BWesZDp+yez_yxW(05STbv^p66obGiMmhFY=|wd{deiW9(?cZ@Y+J;D&s zB_`AXSD-#dc6tP$Fo?a%#k#V0qp&hSzk4TPSQI)Qto8j;pN+uU(UJCf3RsbQKYU598W@F*Kkju3 zzr;XO*o87*+VAN1?>Ct^kfTj&A=`bxfpUX1b+eoYo_8U8GgzP^CaV{ckvXhC=FU8% zWV$+TbSLNG>K{d480WyVd;JJ%c;*gsQK%_wX{Dv0Jg`8?~9sk zK|$?`OA8pY1Jt?!tQh%7$~y@Xfq~&*ONcZ`K0cnXxv#0OFW({4x6l_vDq8RaX4muC zS|VhM)bis;|6>K>yD_OkYsP_D%SU%MTwzfeYEh=N5bO|MSKIYz<-j@D(5K>djq>oeeOg_%g0%dT)|Mrw3EAxis8ArVL{zq24m|E z_82^(H%2FXp-pnH9QJH~MabRRsLFOSnmI_BJ&CJ;E~3$Ms!v_PPUp1gpj=ln? z20zE-_a8qLX>d3WnF66I=n7IU0g46sBlc?yz3k}C*}Qc~lQ1{`l_{2KPWO)OW#M&r ziNhGhN^l0<$Mu{2c~z$U!7q&;1w@1i9K1iKTO+SCha2OYkLn=ieGm$wMW%+Bu-$M4 z+onwX9LgLY*Q1nk_YuvWP%!*m3nj=Fp^kw0BO_LIH8fhS>_z>)0GAgyC*5OZf?Q~y zdg1{RkY_x6n07NR_&5*Fc?-p2X-X%O^f<%VUWg>P@c^A3lcreQFgL=7gCN2pUm2## zoyx?H~tK=s&l+$LIp*oUl(B$x@Zp=kt2IY`m%5Fnwt=*1=DvACzb+idGN69UMg03Vd;xhtWvgL_$bX(2u z>T^q_lBb;4OJQ!tCpJ<`+Fc2`Kb3?;No^cmDp|M zT>tPKKmV?oC5rT2QGc=tGLh0R-?AHm=QV4^cY=ug?Y#C|;q|D=3Z{lBibp=`ha~bL z?Y18+2eTkb8&DF1gDxxJvaPv}EPyC3`!b?}57Ut`k;BwU&(r9mNYY32HIVQ7sg4%GWgP?;OT1!$ zitc{(gAh+r|+KrPa4vldX^6}Q}uct$eNRXq1J%93Zm;A;Hrv> z9WWp5b3%{=wzig&zwa=D=WjZ~8a~iVTC@jy9l3>Vh@dC~D1ncM$1O5yauTkfi;D|O zQtR^RB}pcxd8mi>E#b-&XrxPdXmnbCfZbd7&DjkaCT-w|{V{c1hS@tWg)eO0woptB zd4UqZS#0Cajw_}hwz&-WG#xRUTJn7qs$>x%wyFmKEh;Kg^-C*c??Rg{+GCBoE^W;N zNKU?Tr9`>~K~|NOMaiJZOYcSY99QycSBIcp{^Y5q7TGib47m*{E>jpyN@`r`%7QU! zG?^gq2g1BL>mEbNz)NuxH0Y7H;#A5qI0l&vHPHy8SwveH2X9HAT1Oav_T1 zXQ7QM_^RQmhkZEV3On|I+L?(3#6i5F6F4)VV=Is9792Z6_hv<$fU5@z4CtHGLhs9V z)FLJ$_=_+Aly9L)&z>k`G7*#z41#$_>t;LF^^wgQ6rXO_NG^iX3|b^%I+MkBe?7%7 z2v$^@muZdzK-vKc3Ro&pTGh%zN7r#y!v)w53ggX?a0xkU-SLS~H4ttB{Q=UJK&vSm zkZJJBHGV*cOCH4tdQC;*A|oPB$DnfH5|Grg#mr>jKw%Em^OQQW{GNx@&E{BO2@+&C z2XDTW33`-twy0#j6@+pyAltn^$L8B}qmVQzmG}cg^?jvjO4uq3Js5(utvew-pSEBV zqW8r;s}iaK9if3SOL=|$6mAm|n6jURU8eU;uF6+FrwE09K-JiMWP%ZcoYD+8jijqp z(l_L(6bg#L$AORUq6$`&DHj7^cS|e^`f=wA*7DSN_YAYqI=4`LK_g=z0|V5L&(Qtw z*3E!%TC}el-~!O{9^53L>*si~qL2^G z&iZ3v`J~!H(3KP{OU&>TCU}ij2MYSPTR#J~H-L#iJ_jEQ{ENf$Kd76RU*)f|=(%iF zqFYKBmG-P&7dB3o^D%HxW688wo?|CZ*^5wUp%xbxIk$kY0343O-6`mLXKHMzPwd0K z0lUozJ|3T5=Ssx#2n=X|P5 zat!Qq(+(mFo%>BRGRb)AP_of@-lztOvJ*v?%pCVS;_A`a-k(?K4XO9%z9f$;tQm>h zTL7D!X`Z*{q3EI?tU68VLfxuYiXoWbdO)PbQn}RwT0Hk9P!iuk#Iv1f&piJFbiQe+ zsSU7|@rUG03*ISpLU^4zZsG442u(i&WEZ1fv%)KJKcBoIr7X;siPcCGRS$hPqH~mV z;sY))FP0!coU!pBaST^8=+gj+*IQ0K5HI@SV!}N>io8%f4ICjLB7FQjNMsDJN6`Z$ zRAC3~GdPv}j@nibNsejlt{sf#MOBR5Mj6`Ly1Vc1-Cv<#5buWqCb&A`a~AT#bkU8D zMQFipW?gzc#={@vX-}qK#lt=|&we{yC46(kFhnGG=+}PBQ0Y$*-EvTmF z<5!CiuM+#EvvOn-G768)?frAS)9l+jJGmJ()FD7x zQm%(_in6gJ;I@wpz-_x(ev!EzYzUIzRv*)UIDY|g2-c&sp+C3?FJVU*l^y`w73&+w zWV1ndI&O2m@S}@G_P5dW`ppQ!l`?s^F~V)XuM{1vOHUuZbhEw@@1ZXIR=*j~?r| z!tbZw{@@^a_#hNUV>7_BqA}&*<10u>I+W(F$N|q>VGP`}kP_iOVh$_kPxGKnHC8nU zcWiCuzVM@OsoubL^-VU@c``ux3>y;oFdKZ%D@tJJV@~^@Ck3Fzy~)({^j_M8Tyfgf zH}#!m;C4_n0GrYz0$b5zaH*7-xcJy0?C1E+`R+tbJYE^dHZTHPB7Rt}|5HygY6c~f z%y77XZ@iqY_1ED8+H?EJr79lq+zWa12cig5fTiZ9-axgZ{nDW4T~E?vE3nEde*KnS z_oBUsZHam8vOE}!mlI_Yv)OW=-t$A4P!i@ahHgAo^#>Vjm5aiSwC6+-{VuJ>Z8>tf z;xiveEv*YJtE#Fdwh^GxQrOXEI{mcnzg~Ae;5;DIPxP$jCvD^)YOPKG>6ivGw_Eyv z&RK5)&FHg7Fu6V;9n=}po|%8iN?nxZcD7XwcC;fLAi^=(7b3nrXsD(6P1;~(P9th+fd%e)>Z(+I_=ALiB7I5-M%7i%>nYyQYf**7gL_ zJ=8iQX$nwt)Pr4G&pAd3=l0F^zobYfILI3XX%jE=RZwiA1FABMv3`Ufs7-Lnp*&*6R#GKm_yAb)p;QW)+mu8=n#f;hHS|VPAwF_Wsz1- zzJ>#|=CZiDR8WZ9iYUJQTkEHA_R%)S(3{5C9Nnh5PqGhupi}mH7u02a_P&3NM%N&e zvHd?rusGa{L7InAU1O44C^VTpYYz>Pm2b}C^-^wt6A`Po@3BBQ-{L{qBO1WIq>ny+ zA?{NoAy~}LkVtb`?)@o+Ir*od+Wo{NEj=?pkX!=(!%#gJUpMzx%Q15E!Boe_Pkf<12#6!A z%vP5)nmp_)N)YM&kD1=_92TcNb0Eir6x&tuR1>t7D-^a{MFW@@I}jV+nF5o6qH`ed z|9Ltq>!0cgP_4TOgeEXJS+*>zsR2n)%d;=AL!~-x>}tu^=3!otuoV;(g#1}kV9RBI z-t3?`%1Rr~X@n9R=;#UY6-e1|mG6Vmu4XOuP*^`9L(&}-`WZGAW~5L{L6HdLPy>6% zm<7-*k7;$TMb;2Rc?Rd9eQ@RTVLLp8%Dm}^3MgBN1;D2AfT@lty)*Ust*Zc} z!}4f-DR{!^uiZfbOzze91U4S`1>_(-%A;UfZxX)h27{59zfW@s0^zGZlTmd)K?@x1qgj=6tHy+dw*aHFI!Aa#H(el@*LmUoHE ze$*G*BZuleAQ6w6F>Jf28Kkid=zs=a!q(9tK&DT`v_ zlYtv8?*+~_;IcEInu)wfrZ!o zxG_a-RFM&fa|!9Uz?fSo!#2Z|%)m)o;N1#%C;|C4Iu7};%!O#C@k>TG?K5D@@uEi& zdYA9y7r?9ds{UpNu#wQ92J+6UBu^Ed_CRsg&JKbc9f4#cV;~k@s)sRc4lW#9AsA`XK>nxXiPo685r zH|<5}z2>!0*2O(1th&e5GS2RS|AtHom)`g;0H!Qy*%{Y*jGw>8f@0G&i8F}Z+6REh zCT0^ljdN9}n9o#?#sQAJL+lEp5f3UD7Ep>KlWno?9XPauS*e9Fs$jX~Rx+>1Wxv$VbcufIio^V`FT~L?RyMa#SLe-` zHoRbHv&RE1HoeBDwPiA-5`_BZcas{v8J9hkl7;>2kBR>R3@z)m5X^$**oI#Kw131V z8=!yu5Cu3Z%gD>e&?qE2xXIB2d$1F5pj2b&P^g_V9nJM zYuZ&(Zv%}rqNzdfG|*6K`26JekmCEUo3j}aKS2JVpoN4dSoWcdY%#1*KLr8WP#@(Tf)P!Cg>sYMZLD{U+#zz_g82O&)ZWN!`BpTMmWUi|4GK zoc08COjOh-1$Rh7^idRQv5kTG6O2beizfXlW9y&uc19s$J!#ii4YDsNgzJ$p*^&`5 zebqa6Ijpa(Ed-D3+y%7@oePekESL1kxC3d(sswsSnAo@rNX{|hUPeh=HoJIM6yGi~ zs=oWUxy7qJH^;}j!RKZs_UEsiGbyR5GQ}Xu`n~Ljm-O6w$eDCexYSp#7859b4nATt zD^d19^iBZeuqSSz1%(%x;ST*bPe-|8p-@V?%)p}Kmud&&F9tEb6|2>I6fwaiZ2c56 z{>OFAS~!h>x6chIJI0bFK8}IBO3@BD{sA8VpgaSgdK^G>RTY(-ufC8-fZo(Pf)muBE5Cvtc{Se-Tbljc-X#+U&MWgY^RakMOgwE6 z)ivqhdONk>8}tS--@(!;hBQg0g>hwF}Y#;!{81jeiOL-;hq&1h65mlafH3OQxF%3m)Q~H-Y+=M{6`# zJL1Z%UNs*B_?(rfs|XCD`tZKbfszO!9YKNl!1HVl7m?n5aez-Si9kaFW(iVuIDR38 z^T^4rFfS`Dwfk%87&=&J@uAvAe+Y^`>fH{k8`QaCW{ejjgt@&dWnorE*-UBY-WFE? z2+1;ajfsToN^FV)ZPOW3*H|gF&krEaQd0-)^odR8RZrj|zWc%U_Vn~L%=~PkYC3fy z1(w!tWkMzlYJ2YlxhI}6SGOC=1tw0K%Neo(MwP&HQ6LBN2NuJ}Fvq#xpDIGsG=2Y| zl6{OTJZzC*@+9jp3YmPr92Zpg{-RTEwDAY^o(@)EP%b!)G?Mw@Iu{QIbSU$XEiD+YSL#DxWroc#57sR@@$x3Th3?;AfjN&e_w3Plj z`Uq|w>lCc7TvyNu;w@w?ppS;BRfiKJN)TeNLL_=(Vxlkzl<6)6f8ziz5_}OGz(n9% zmpg)%i-*YC$_f@-ugTnzv(JAc=|(vBS||su3iPi@Yy4kr;1}t(xec9m*tq|e=srVE zlO3oq4cNhm4Av?~PVx&1(j-Lmgs|9KNGL!>qc6idilIS43m3HuESiZH=2{il)1>rv zzkMp|wYF$IcVzU+xJe>`hE?-dwFyAn8}|!?&FrG|+i^E^?}C0b7JPf{V?pm`uOrBU z30nTwyI@b&bBDWvS%_3ZfZdWCh3!3FsTnsKjsaGIu;9Y|)QMiR(0+2sExF7%u3l!K z)mG^z-r_lJR?^Lh{gm(`j7l&6dUpm{y-CCc+is-WT$$;CvDiXFf_6F7?eOjV#HH!9 zKDBECrHb6MJ%Ub@%$6??vWAH+quk1_61s!eDCCA&Gh4vu^0L?wCm-Km5IK@EnGz@N zSi0Ak(^%VdeV|2)3`f>$eL4CCm46>A=-RF*K}#4@ciFY4?@$v4pf>wgS>Di~)HN^< zb267GFVRFSB4@YBpovIy|BWpg*;jO%(X+lK-FCr;v?V2&r~ zb_8T6e^aBUvtCW$B?F3wVp6(e3~+GP`nb-%E~<;CRoozjz(NZ?(YO4&|s40jB3u3yFIe0=kg9ty@X|ax8Wdw2cIq)@G{vv zOu!X;9IbmCYa-D1`Y)4ijdJ|Ol`e_DyQ|teQI`szGMTBkYaOgM!WDq5@fb!dsp6o0 za9DQ8+YX})NK%wj=Ndnof56!|N1(lLTOvBQN6!IDA=1kw- zg^VM<^uLrr@ho2ggmDthD;hcU?!c5T^c9#9dvFSN=)BUl6PaU=WIAPV09Pac^gXmn z_WatcQm^Bw4?sxe@ABJSi8FdKT+3s!p7m`6$_opQKnuhn6C}x&RzI>hRUmB6i(d^= zIuJflLHf|8U>X$5N1d75kuiCUVMn4Mk71v(cQ^(Wkt*StphvOoU8;=CsEWt8@3@z_ z`5bIzAF9&l12UU7-VERV2Hz|-!b7;Z`~p7`jlS?tFblDBAy8Z1{9<)o-Mg7OB7ZhL z+dxOhlJ~uDdkvHt&{5uNpT(XkYdOz;@0`zJltc!52afKiGVRqI75qavz6UmTkj)mK zOMJN#x9vn4<5;;?9T0f&D?HfsU&;vYP5*3FZ{OHDD(ipa-a*|m`FTK8wd|*) z^vjI2G}{vso!_KIkijM*Uvo?`$%WtonEpW3m#8!v-{z9jTkGDkwLpW~^H4PlLtD+6 zGod-KDu#OuD1qbZ5wT-xjMiV#xhG-!0YE@W>@0)i;0hD5<=G-?;)q|clm&xW59y-8 zx9@30+1U%!Gycl6$#;WsFOtmz)bbk|8la!s3&g87gDeCY>K*JuL-bi}cq^|%a}WL- zNUws!a=VDoq}MJxVCsxN72?3s`Tzg>kDfr^S3vDoKO-Kn-as0^(}ygHwA*DHgXnB5 z4`8DKyXiQ*nXBstrlNdOQm8R-2RUjl9n6I@(o8D~Mq}-z7#RIkcEH!wUK&SUuFrK0 zoVZ;|Fhhv4XMz>*30N(M91rw8=%||x9GGhK;lADT#t%^Xd=qxs`g}pYaCxd2av$2S zW7ETp2#y1zG`st4A+vGQX`S;>os1eHt|TBjI-xyw0Cu4tJ)+bHaX1`cs}mJ~`LbKS zg(4(L1Z>|q1Z?x#ZN~^@0oRZYR#jE~-CgjiJvwqA3P&T#mb}Nn?@FB&G(!d;ZnhxRmz?}M=lol)CYXVk>ZlNm#ha}` z%!em3QXL9CQpoNt^Kn*T+zN2;NfF(C8?D&asaS1z+Hcnid$OH#idG z$1(pB09}A=x(tc=T&~6nA<+!rReWVlopWy^*s~m#mj{1(L{-n=$g;0a%nk?LjMgmy?fg{A^SU2sd;>p=MaBMqW}{nl5Oe0?+en zSip8SdzUrun5qH~C+Fb9+&1C2xQ$)zSTb#JH;47Va4PHW+=qyZ8&JP1{%CRCr-W;O z;Xd!?1Is4fw=gUaw*P#SJ>j&VBD@zdyzr^NUlFfW`T9TW>sgne4lg!=^9YAyWP z+0eE@iucV#ID;VaQUk8nOAglrVKTD&eN?p^KZ`JXvMa@*d)1gsu?mG^Si94-~snH~_qGSOee5CTipcKR^?%G<0+JLXRa`RmuaLZ&B2 zpem8`v_f>e&>-G<9VcLT=3&HLLhJ}YdpaBS<)0YYEX-jV&K~++{8F|k_liNeq1{$(XjQn(MrQBt-1C*?m5E` zc>a0$`KhPL*x#AI?Lt%5r&alx_;KnzQ2!QDf zm%2P_Ldm;*oPn`%Idv9d;;o}|nNZdr(NFE;JUcWwX;4KnQTvn;%ZRcy3LJb)Hs{r5 z$u7#nvjIho9-DW?a`buedpJAB*s!|&FYnJ13-|VYXgx1?Cjska{D$`VwF#|1!K!gk~k8qsXhqHr3t8373iNovk0!MoBv!5qD=%P0Z=1g?D! z#j5tNspf$5u`R?v*2(s*aNqel#86aEq-X8mz}uh<4Yvq2R}xoWU`6y7$1lQ~-dzkH zH>207W_@NHEn?8K9u*)~OF=f*_i@|b_KLZY>ibKi?0j@hkl3iDSu$`q(-MgeV(9=c zogXi7W@`{Yh4HTB&WSv=0E?cRl+9CbIYAp_FdYKyQ0h(Ca8!;ovulE3W&W2uQJ2&| zp_j=~eb=lQ)}RemmZw&rut>Jn=x)u~T`MFo3JC(47Hq(bv$~#8F2T?)u!a<;ANZ&w zM9>k=F^;E88oeai;cgxH;42d0kol-k7t}Te%d;#~Ez&6cx2YGYAKXp9SV>LJ+lPy| z;4o__QvMC-MLqG)RZPnae^e3Gk39bI{IIl^HXNMwVu63E!g!tHGssyo)+; zfojbz6}9=4UnyJ1jQ+kTh>a)sP zO+(e~VL%k(Tz~_cx*%!B6pf)W^izMI{IS>i;)KCnJCWb)h{J4tnhU20S;m`zo%dv9 z*B6*hMFz7Vga9d#7!7h!vl7~JY952URhTXfy6y-D=XsVEGMN?gr;9r==eI@o-X!V` z*Me>15m$P=s`lQWStAhM8vXHpL)~bTp<&rE2IYO~)Bp}w$k;uC=Mum}TA8wQ`K#f> zW!_{Lx8A{&^sdA;{xbz%p{1|UI-LCJiP81kbo=m{6?-&!yF*7XTj@!_to~}y8{9t~ zNjj4;|8W$sn2J`T!5*%qQr9@o4SD@pdvGm zDl-qrQBGEmNKcD54GcAARsa&AENsR_=iAo^y5Z_##t*FeJ>n^2s6=*;M_(MwuDcMb z!DHCbGKKQ&LU4gxZeUdM?Qb2)n9;vFT+&8E-H}?geI>Ubz*nz7rw!X+cjkDsly140 zmzQ_#$H9O7981$bYhFa6&0*EP2Ebbw%IR&o-Kf81o*BPv>)tydzmJPximbo9!xn6g z?HmI})+6l!o)h7C=paKQsi$wt$-Su0feEuT@$gG)r${u7k#)op`7|I}d%0s*;6n*t zkvt(IJ)PArKdrH|=B?1Mig{S4GcvG4EwtqC*C>w1w$pF~@;%EBOf7YHU@;3331YY9 zmU{llu0to1f+sDTv0KDfs8mlQ2;?>Y0E{QcB%5I#h{t>@hE^yabdVA^EA{_@lGj z1bwB5t(`Oo_vUv>V^eFfnq8Lt5ONHCI;^Go_$8s`^D!mHjQS|l`2K=QXjT>XTKn-C z`_BSdLc^L9)$Iclz^{y7$LlC?*1S5?g7{-;2a{ds#T`NMkVq#lhk?5k8eNw z4*LnaEUUzxF=%L*Ua60=3&2jgY3Am32TzRD>`0E7-i^lchWStaKRoAd^I=5d$~kjS zF%er^@XwJw!3H_24%(d+NKXh=19Y_4$fMn>&HF=1Ma6(x(xg=k8an1NO5ylP($2^F zqMqy^!GyUzs}^=|b_f>kD{D)f1IY+tY z8@c41IJ|@2mN61iSk!3$hJqt&Z>cC`>s6s~UVZt2bTz}u+cZtmw9rXj37%TB*giq# zmv>s;lB(;?Ha%0c1nNMd7*D%2Hit`;T`N5mhnzNMl%?}?s zTnJfkQpcGohun1_T z3dMKpEuGb?(+CjhEGVR5QH-o;%#!P@nl)PkzEm zd?PjM!LMQ`LYmHfT~=1sU*Qf9nPPyZ5rZJWEvuCa#;SV*DmejDX149Dxdz|gy=Lwh z1C=ihQd?U_8OqG<`CXaBye*3I)ZuN{CtAa^Jwc*<>0NYA0q}(iIMq# zOS2^so*871S^aEha?Hi49)o7!DyD5*_qdV9p@KXGsSjs9DE|?--$Qhdd#qHS!r9X! zDEQE}4G2D(8bJ^ow~wm|tvbhe{d_qGacWH|qbvwcx7r?B(zbR>FtmA>;ORSiQ5PN8|eA z1fbH(YZ{_B!UDx&43YsU)f?Pjp56Qb3 zP(|U6yzeqMttg()s^#PhmaDT)7%?QDT2|m^mwXq0ENGl-BEvLV+RN1olj3lFYnR7% zQBuEm>fIB6b&=I5TH1knvx^YyyW?2_uIlW&#Ev7sRnQ7xEvsczUl8VXn5njo4i-8< zSRgu{|D~Wja^n%`tD%yA)h-B=*(8(-G|L9O@`P3d_czjSlAP>+@n6lkvX%uUd3nmZ ztlYQY?{=AtEbblhV-x^0JVpb9LvONFUxtNs8UCmF5x0-Y&tEpcfe%gYH<+#W*F2%4 zqvL)vHa<>GNofa_9n^hr3~Op?G%vfs9yK((7C__!XB*gr#Mn!Sh|#YAeQD8Z!4t2E z$DUH70o2qX3j)0dL>i=4`mEz4A|e7L55N#7IKOrF9E?m!-{fS6)wRNqD))T~$h*Pf z=BxDdo1R-=fNYnJoX=taX;!Me0CrXi0cQTfCg3~;>NSPnr+6ps;MJQqn+?*yAKa^} zhAy&4_tKeEw<;DwNrNMbDVdA(;{2R;zz-gD$@$JE{ldWBKOr;oFHm~eq@TjU*?)!i zkorkr$_CKsj6l%d?#jJBbD*=9H*QCGC4=6MM&?c0UH2L$tDmrC-6yw|Hg{|Z(zWQ? zH#=`mj@dbHtbYNjXkYp9>b-zFM}Re>dU7t^hE(;fn%=jhxcJ6Galp|kdqLkTVraZN z=30KwZ00;Ij-dIJ)(tT2quTQs0x_yR-Q98JfYjCKi%I1mhe%-k+Kmu~gcS@jgjgmM zHd}+^o^cVuvK-taF6m`Bn=%R5$%=%+=J|@#?I4Ah>;a20^4RP4`f_q|Ko#HP$T}$s z__Z-L{u`I4FnB7oYjkuAk!6>%+OKBm(AmWS6jy!-sLc%YXTa=p1QL^hE=I4)Y*P&T zcdtA^r1sKAa^^+DH@Zef3@7oHwvf6G}&8ovW5ux0;W6H67~H}@(_5l$7TGcKuj3J7Z{*Fu_tuhq7uNu>{GE4 z)HZc>bW#~%wf|&^FCgxoQWV{i(`Z{H`tr%|xs$KM&~kdt&D9O#=#qY0LCNAZT?A(_ zYby8Z&2e1BV&ROaj~$TIi;yK{Wo8YM(mUio4V9098zcNgM!vT=5=fSacqJT{|q{9z%Xw;dQU66cVqtj&kiHj&o1d3ks7cX6yA8Bl|B zuWr(mDV9d85aygurflxb@hGH4ZP1{acIvb(#dpY2kmMXbmtx$&94!7hQ^g_AZY`@} zKansIUEd&P#15KV@H998!8IYF5HtCoqfpQ0Z9T+Om28l6K5%w%IXh7ys-ST>(uil( znS#E+{2FRhzU;Jy5|TX=DS<+>eBrED0Tm+MwrvLnr;Ei`jO%a__J}4id_k;k1QrJX zSLs{Ygok0=paHQuotHY#wb{6%0p78H7#zUc3Nn$!d>3q<*tNV8cpjbj*K?XPh<_9F z@T|ZmM?f2(p)ku1_x^H8z|CeDSd7mTATC&oKJavv!O#NT4M;t0CfjcJ3-y)XoNNZ1 zykq@id~%dT-wb1_bCo9cN`{6rjr^*bxrgy`&v0ZTSdn1cXKA33Y<`R2ZiF;eCGVCG zgM~sEUcrYl6@W8cJ^`?%t>%tVnPy{Kd0;#Plq|2=2def?kW zwCL#Q=q2EqFV`_Od3o}(3XYFp+W%MAYz?BE<_?J8kHcmMpjN3uflIRkh%i1UEN0g% z)jduyuYY>y_InUXkMqO!GM*eLNxU#vl~2{#fZAU?Ca)!8xNpy?K9SS=8I<7hj$5#^ zZkxl31)5PeImlOBnkuffn{XZuG`FI{?193?{)X7uvIkVcT@dV)SYi_CQDsr+ubB2R zD6G2zkgEuwan6(HcRtL;*MWAxVPfKSnKq}J{>S1A&wHod&+o`oaUnz{;`6HPWjHfi zb@je0Pa94ADFv{iAzY2KhBY__P7#pN1)qym!YT2@QA_PTfKMhC*$Z1 zQ(Jj&U5%&8hzj%axJ3t1aqRIpISMwp3Q;`g4iPnI)4)&- z*bk2#z($sey7~;L$j(+d5Vtg_$b8iNJ-oA9uNs4vN6HMEi;3EHutH}Ue;#h#P>a(e zVbe3uOZ}@oe=fio{~o}zr)?Z)nqsYXx&a_5qq=7>hQQ4^D~F2#04Tv6*jP{&o-_CK zPp9l(rZ+GO(4^qOP;E4R9V}SRxSL$jIVLKYv1uASlT2%*nZ zTu%do*mD~Jlt%}fqasPAQKw)vDmzyPoHV>fRlNf9o; z$0Ql_JxVYeNs5VO4^y`#A3w!jCD^;B3jye-1te+>t|1AGJ>U>1Z|={I$}Ss}h|b(| zP|Y`c0F985uKd8rH8>;Z>M)W7}o*pWAM^G5$zpjz^Zx>X=R)zZFuyZNNb%sG*d}nc2hAqL$vLfYy)@nV+SXT#dHf>*75`aXm4A zQ%V}fYH%YH(0>BeQwAe$tvmhmEkd-{PVj1TC;KLtA{%`cNc=P)7Lp;G*Y}(gP zerSg;@SeBm5@(2E)PQg z3_Fl9@iVy2d0f%>*Z&;8Hef`eS5n~pA*5St%{?j`tFl2sTU9O>c5ckWsc(>g*L<&2 z7ClgqKIg5BaN3;@sn4q#>p!j+qEYzQ+1D91*!sfc_GToP5!{8&ca~drIp{&U@u4emtvc@14tqvoO_43`Xb}K3!DN3C*c#&)op=x-J%p4iD7s^=(y$i3D)E&ox;K zIKvmGrQ|2_D&bl4k5*TR1HLw12h=Bq6^~CV9%;SWD{yS=9D`UrA$x<5FXHM_|0K!~fGWB0jPX7D|`>89scL)0981bc< z|1>deBJtp0Mha-S?Lt}BljieMZB``I!p8#aRjCDrMiFq5c*#KUg=Y-jx@nB7b1Q3#^z+TJ z#~nIf)!ZvwSG8PHz9hJSoDouyXiI`HsnT$KJ+P7wU%tPpn43s4JUkXJ1EiTOF)Uhc zWrXfE<&T~yy1jt)j8zw^hew^8jQl%Vb1PTS@s;`9FNfNOayU4NZabypMI;bK@Gnx{ zX9~`$q)EKg#x_+!z(P(&c}|#Ekw2t@>pELt&^dkr+Y6`9n6u=bWp3G=F7WjaHF|37 zJS^7zYlr!@jNj4p4;KyDxo@QzHVsRl&KBMtBxtZZl9NWhQ6BK8g!Vi^s=#0-$)5a|j4HrKQ{ipu0Mr3`3W=Tk^Jz zufW|rDuk^uU?le70F-C1-zOb>4?$a1u*Qr7ipO3X@#^qXX9cK1S;|7@KE(op|zQG#0$&I!$p-1UXGxZA6w| zAW2_W;0K*}_r^o>kV!hRk+D3yAmPu)nP4urUd5OF43?`~-6E+8r418| ze!FpAg@gVF^XEy7ftsi!bIl28E=(Lm!g1X5uuQ$L#rC|Hxgy3qia}b^`P;4HIu7Vx zW(ic1E*g|4I?|p~s@!m%>L#rbaiFhpgTq)@GNc1!DeCV`HY0F^0Za3h2u5jlOf81a|~h*=?tkXl=tmP0)Bp^mij>uPGsr@t9K3rb5I3RzVdUvcnA$E z=+=3DX+14;sjnBIT1M&%p9;Ca1dpevu(0(Zz#^S#Zim|zJ9iq5iE{NS>6TR^t^u1q z?%pd9reEyPM8Q?R8Xi5IJytY716pDRYTGTWanPoydIIXmN=9_RBy ziE;DJjkjl>Fso1BqSx#;_MFG_2~NTz$MTirV_nWRu!BWez z?KWsPt#A&%3Sy!YG!Kg`A++2XYo}Z|&**z;dr&imTxO#NzcYbmQ$&2Ul^~c%0wz`J9!c3YAVi?)V$Iu)A?-fhcmUgj%QadY z(A+PVKBnvgA`-{~+Z5rh{>^GX@3{>}PD|2pPa>{6No>~hL+Q{KjobJcH~p&0$`Rp= zn_iXhWsw_!c+9%B56@E?(Z+cJK^c%KZt->yp)58KrFS)kmM>$UN zEe^wo#>Sgf&8u{y5O!0@tuHptMmvZ+uR$&h-z68 z)a?X8U8(bND~=L3idiSXBVJFZrTO=dcMZgykBV=#EdfQ-GO$b!^ZcE5$9r94KUUfU zXtlgL6C^a6a}L3H?(TDBx8nDV<#t=Wn$sc(fe*z@3D_dzX=Z<*F5ei887m5WRqFLR zHPt5bQ*ZBxwqR}%8r_#(e-4hpcgqMeT6cUbh)$t_(j!n?L@Q$RKV9VSn1`?Dqa{TQt3`lqcd^P)50pWF0nJyefpeJg@78&3jy}H^9}fk@9yOf& z{r&T3N*k=;R&X3ooAweXbl<#sl{@|e66ent1>XaJD<9~I*-ujLZ@8XueNSgll&D>d z9-5E>@)bk?U|E064EuT*%OvNZB=#!lTwfn~a6|;5M6h_cSL)a25HJ}gZ5XNkfI-93 zX`Yf()i)xru%~kW;s(p#!V)M2_nq`ip8&u3P;(bg1o) z9QWy%q0wh_sb;zS7ZM+qRcg)t$|ZjcEbPSOyWc^6RA3m&7eCxRwZEZic%4#ieRvJG z+#v_$(cMetzpZ#DP8BFUqxEXr7K(;faJ5g3GX~GuvQczgQl~4f)A_a1;lo6GanuvK zE!K+Py=s?of3D=lB)+@$L8}-In^6t|*)f)>BRUj*tpH7GE_Y`&hjUrka3zBRbC9`( zh4L@H8|Z%R46&z1p*J5DoLATA8DX)2-7@k{p67-r=pEKBr@Xt$MgWC%^IPl9!s`&P zst!$F!grPYaAy59znErVxX`!JG{a8~hb?S{CyVhvs&=sDYtiZTSEt05jeIslgw$3#(CY~@ zZkQhSD~M%Zt$FC-6D@}VjQCo(E3^G;X*JVvoyKu+A(qRqwfXVH6Etf9tJh03yq7LM zC^&T6bRHzLU|CZhEKT1%_XTr!K1Ab+iVD!oeP=-ExO0CLy8{t^c{}*8lMTx>8Jn zQCDmpyIl>jBCcKm{>K3Y)&QSneVQ5kyN(G^JTJ)H9mv4R>u(S`@%;s1t)B;erTtCCs348Wx6AM=3-@p~w2>7qFX0t`{@?iXzMnloYq$Z) zDGYXG>{A_SG|O9m_93NvBzI$9FGo>KiP?($K9=Nhk$^LD_Fc~pV__o9NvT+j#T z8TUC#Z>Fii|tz?Jpo`4Q%BL*W7#7_JoYce9a$uL*gXUqAHKVtpfE?@`ur7nFMXzHcUj99YNk(#JK(2JJ7=eG;W&2w^h7AwSm?X6| zzrSt)VYKTFbaBQNCehe0_VMWu0jgm6F%NR#D=Yr(A*KM>^sf$JF62&ibx>nkb;`lPWiXbRqX3_ax9bZb{de zek3G#^v)fPucAv#hc2!^ScOITb8XA5F+)fXVjU{T;?aqCc8YUf-GedX%Nbucxogk6 z(&3BvEHw$@Af^KAj&|+ZBIix!zupx$>UFPM>^}unc_Dh^ZY1ejUQ8_(C|Tl)RaPZf z-x*=*U_aVvjP7hbY6;d355H?&ktrm_ZdFrEEru)$DAQj-WSctaLBLSf??hR;m?vpZlemN~145DyRTTq&e z#&^L@F!EkyO_v155A8*tXxsT!rawTh?*lc674t|WPzcD3fZmPipiXT)ZGOnu*qF@$ zv`~FL(3O@I04k5zeM`%y*a+7xO+NSkvp0VB^+n}#rd}YCgdmg=h?7kAw4NaBG;ybB z!@aqG{}j4F7W0pB}HZ_q%7YqL$c6XW_byS5MuwkbZT!9K$||(wZh%5< ztlhrfyp3PaL$%sZFXOBCy~3jM^eml=r18{K5-k^p_*jq@>%SkbRdGycB<4lJvuQxh zR)}qzdg}N-o~<|9Ot{m_)KCqj`7)1z*=!#D9;yEkBQgR|<2Zq&6J-mvG0!Nubq7pJ z{<+PEdaAH8DbLFb)xYX~doE@~!;;-yT6GYJ zTK7>_91#w8$j{5`YAxJ?LReM!ppY(%+8nk_Ki}Mm3|V0&Q+m7;SK8j&)3X-aN%&^p z;Dwn=k*G1S&(!I#}v?m`mALf6T=@i9nv zwuA!{0M!6whO)f%UQiVz5dicP3YPu*GsgQyw9+*Kyv#=T+gU5n43ItW>COQ%1IaOv z$=bhsX^Oq7i-?vDZbcVb7Z(=ZXPN~|C9@-l+LF3+sORr!u9l-A?$#8{?Nz&h1db(i zDG@EsdIknI;hZm?VQOQL;C!yXZOtIWxrwslcnb87QYnNA`MbR&WXOmOJ6$+gY-(2`nsDME@awnX=p3K+(z(wT@jsiij`ScTnU|ln6a2Ss00JiR`BS0S`tW5Wwm8Xb?tn$@I|t_zt22X3a0AU!qpBF#1b%&O7F(5 z3KLrWRn_1%sJ;*i(kYTT63tfe-$4IAUM_=vyY(z7V*C~EACwpT@8$kza7rTCdBb9s z$>KGYb*a`5OiBthF&`SpkfKL#OsU?-{;H5=WPa?MH++GY9+4nH`dq5^g~!2P-$~qf zf6E=mGJoc?c0}%#{aYPT#G=x_rd=)%=drK=b|UTz^O?7!k5l?R0Eq|}MJ%o2EV+#u zV9)fwu=kcxU9M}ts09iV(jkZ+x)@d>) z+*bx^?T*$B?tOb>%V}8u1$h9PK8tovSu*W$8@#6AeL?kAzR`Ijv8CL~#Ae)a;Pd`9 zjGGCD?_BbG{cU*S=%gKUV<5e_!-%vxVl{hj?T1pv%EVW|$CktB)VUJa1Ng3tPnuXw zUNLuOzEZU*>?|UAeb$$x=I+}0GXynQB36wXQPtX*$j1eY^D8J*Dwpep?9ddf(SVtb zxi##zaxUc`(^D=EKA5m766BW@ar!E5TW!jB^orlej@u{<4mGXwX}X-3GB?!4=nO7` zWmQ$9Yq%@9+f5dxYDb3uLni6}39(FWEOHJGWoPR=F6*iBjh;t4Fr)!jkeZqb9I-!6jTb&HLj#Of5cIGP0Ezyz zyvl9?)tw)6PG3Wz!hOM&c#~3bW2&yIw)VL3;_Q`yP2*cLGc)zy%`h0kQnp?>2a$dJ zb+G+?zXqrkgirE1L9y9Y^u3MAzaVCsgozsbVH?{+u&X=PeF3cNely4nw=baHV#T?D z80L<-zR1@=)}H)&=VHty-Wo0M4eN&AFWzlBAt53Bg%0}E@?n?Zvm!`-0kEH7nj-E8-c)tP zrn%V%T#<+t0GN}HKl;F+lIp@bd-(zcO9^pE{OS!z`8{Eg6&D9gbU7BM2-p_;(-q)I zYNt{pUDr@mTNen}vZ?i)A{%lxk_CqTde4Nl#%n^ixVAkkQOLJG^YG%R&+wfH9h&}+ zQ2@@~eO9wZ6&F{=X_|0X9^Op+=VyPZ(E};wv}WwqZC`9BxT-uyDg0Dx9cp7 zTr_W_w9;$5j`s$-KqjPnM#W+HDv5^Zf$h^GQFNF=d8v?k824bf3EfUQnTpL$p*TX6 ziOCXB7g&BZUqlv;W8&naN;DTKMUR&=j|KN?q9fMbRIQ~V_U&fj0|@5ev9MgG0C@xm z3pArQCTd?cUBNBj1W!>gFZkuKB`M=YJa~VhVK>R!0X>c5!*76yuT-cZ#~(ftsT;pW zk!|cQxrYAqOHO;ZS2GnM&+5^Rf;%}2e5Oeu<|&$0HXr>=O-$tEuSGt8I@9Ca|F(kZ z*Oe;BvF^dP_7t#KgF%#*d|k!RFw-p`a9hxk*~45?%5h%)(xSj0KJSikSkl)S2NVK$_I;3K(a)uBCaH32~VrjOjg=t&o84^yNDZ`^4PB>7_yAy z?6je00PDwjhqGI8-PNrpSpp`!Ein)aC#xy3rN2IL4C6ZWmOqJZi8l2=yg!J zL@aEXg&($us~GOY_(JSE|4k66Jc0cLW1&ruq{N##(Uza`em!86k!Hn^oaC@R@gO4a zEd0GPQ5APIg`V%w=rR1s_5$tfujatuxw zZb8!T$9?8ttyoWcAjk8K7N|C03%___Rl%&n!lHmLlMIBRJ*V_~+Bkk_h3j1WO-+4aRrClv1wg#dmb1IM{0XBE((FXFH5PcKowaUNZ zim(Z^Xnnj0hJpnaM|>UaMfCz>mDCAaJ!>K%M&ZMmw^;D&SMOMNXt*l**-qfqV)YL%S{;tW!P12M@UUFW=Fb| z*2USTPuIPPdiM@ElO*|!gQ)g3)aaXrc)iwZYX!GMpC%9_U)Q7V4vcj`;@3E--W3)Sy4{og{!T>o6(4?h$U;*H5r z%CA4O7l=blt7)oNK!`=JL<)zYbl^kcZ36(VYH5yOA=_*RW`d2=`c6RaFEjsO;=en9 zZIYA9r?OAnV7CDQf9&Vi1WE6;l-M8G!u8_Sda19-+F?E^-mXajhgpbcWO(?e4?TWQ z5ejLyl0}}63=x~g3$RnmpTYwN;&K9NA&X (_J*w2}>ra7gFm0Y^Z*i^Kf}xCOg3 zVkRtIGKS2}Xy44`pltH~-U-Hu2%{8I!&TNL-+)JNar7ERmpncw7Hx>fVY419xOJ0V zGRhE%Xi5F>fd`KG9&}{5m%M%Ru(6_IMCi=rmz&JsX4uKF+qJJ_2HidEQtS$VFn?k(g4|8p!`(_Ot^Oa_|H` zl1@rYH1aMEti%LOpqTS)l~Kp**Kew=*FBRqnt? zEpFWj`-uVE29CzPM_2Bx3cxw{y$l%5T604%$3!l>7En-6zz&~%W1UF>U`)DP!QWQ; zZ~;uI^0XA8O12C_-;XSoRH*3aphTbi9agj3IzHI2L~k~YrOclyf1XdgUPH?>wOJ0a z(6DRnID;BE*6g!1?jz4C-0?Hpp;5?-eP~Y~YmIM=9brsO6>`aGY-j&Hq_Fw#+0I|! z@e$?x+Q{^!AaId*aU*f9*R!OoO5vQ~fh_6z{{$)Sp^Fi#Qok?=NmiU{f5~=@{ z&54~ee!|q+pK|8rpN{MpW`T$NCe&)4*YOo>In>@z&Uy&c4ozrUSgGDZCHi%1Y-QqT z3<5fCZtn6m9Ty7t1tkftjy{RHT07+{>*XcVt4Vw@XA8Aa>_VWxQspnTT&vq`uzctQ zNR7ZGV>wZwcFiEgPnk+)om#>GO%!*2o=r>obgh(w6QZQixLnc~>qhd}6b8fCWEsmJ zoRI&!LE>&ctr9qDM7I6Hqf91{sZV%kY1_V58 z&$&v1;|-IOcpOe)fp=!EQ(KwfrOLg18Vvj5IBiaRLaMwg&0B#Kd zw{Gz00EW0Wl-mbBQJ_R%;a=Q^k2ux2P9&aRat!of=hHyDOrkVj^VEehW1x2zZ=S(a zB+@nv1p-WQVps6pCnNsZ+BeBSUqBwr35;A9BjM2MNP*Aax@jq_I{;g^XV5Of-eD6w z3J4w0BpMk_DPdF(MeXSUWiB5!jS_}vr?j*l19D+kcFKFWTc154SOajMcM0Y&_>`|n z0iOU%B+KS7Y>&(XFSijXm-IKL*p!rCZf6wL6nIKoufZqH#fCJa;31H+M${u4DA4%M zLaA+Rx4EASZDp2KlhHRo9M*J!@Hu}`4H>@H1@vZFN!fP9J6Rw zw9^KROcKv8`Xz7^c0$xpEB=X^SmvW5o6IA zxWV`EWvr#V0Tnhog*_Yy7cWS+*)rmO6uu?M*t;}FCw@A%Ce+#9QcLuh8V6Bt2VgY&>b4?*M z{6!jkbrWtsZfFgC(G*!N06R>~4T^i^CAZ#GIjsz4;~&C<83;nIc34AceO~TnN0*eA zDtjrGmvHBVTp>3bZ25Zg%EtQ_VkinnwG2SDpJ%|$xl(Z;ZIk;|Yi35LfTzDLF0(Sf z5BIh`9AvwMoEP91h%1A!1Qxfuc#>Kyr-#4a**n8hSo-i)9pH7~eXLUopCA|F5Pb%` zpx@x2|Ls!qHCTJIaeJ@EY;3pUWS@o2n4q0Jw0KuqRM@w{Tc^3AjCi z(cG9Ww%_^C%yZy}6@N9i^nzIx*_(vxTEr!OZ3IFV3xgf-A_k``m8`j_>Ls{xzPiin zJi3EKr7w09%UDlAr6lv~XI$EY#d;6pjZa8zWMw;GY^Jqqfr3$!{ti;);5G2f!@kXX zXu-ruP;s2i07Ok`Kq|l8qu<4v75SBwYPc*#)#J?&6n?35E_?cYuhHdT%W|j@5zCgq z_dPsyPCy==?Dz<(hj%)|X<5vo<$B|<`d`6{NRG0Z1+ia8`jon?QqEy1>`)FF>Yp`L zxpFxisXftHxwurRm$%;QXh|`?>=W_6G48>PIdO&K+)?Yt;3#Byc=TnJK*Dpd;g3-u zSp;?8beiLAXQoX4o>>xxj@tkF=ArFns8Js$e`1M~5rj74WyT=bTzn5{-Xp-8?QJRf z97nrh)RT*3|H=eaaU}4~b0j=C5SrQLPlHo032*7aI46Ui+gm~K;`mWJcb}twlJ$Z7 zaofXDtyfYRyZY;lkaaGT;SftP6zG{Le$QI#M);(C4b6A08Q79(Zv&Q}=SyroqUhwx zxP7(JKqMK)`7DI0SCpUR z{O}_#q7`>DjsXt*P57u0y3L0eLgC4hOw4cow&xw4YI{J=h7LwXX}h# z(dC|;FqTGNaU^r*5m$;d8)n7@dEvyXH0h=V*FQB&dt~~%`+y6qcFW3l>3HG_fe09b$BGm-RkkzG8}LnWUiQBwERv zd2PPN&_a-X3RS)j$ned~_@qZ5ThQbj%0Pj1-u@6qab@BgH~ND>X?l5eocLoQs~vod zEPv_VzCQTSZu8F-msw&ktY&lqIN~J{9w~>h5`F6d*-c{F3d3nNwC7%MWaexK^Y{F` zI~$dnTC6&84EXaw!Q=caDq2bEQpNc=loX#l?cEerawLgjX-l?v8_0@Bc`>K$4~Ez&xg%f zMMZzWtQpYW0JRf|-)tr@XDZDpq44Va_wd_)TS@emQU5cj~^Ir}%jOH~$o=el&ar_f8E{;x4=OCZsj^uGPdX>TL@;=6VIb27-#%%bWP zb#e**>$(O|r;>mW?6%0VS)}^9)Ab^@-A_lWu0xw{Yy_qvspPHx(SQK-XY405d2ru; zdL=mC{kF5SQ$2kOI>6QMVUa0mGh4yq(z6ml8OTvU<0%|GaP{CQ6{z@QNT zHrRyCS2Y>nb|iGHG^KBb3+$WxBq%#l2E|T<^|y6z4H-H-=c+NDC76o{s zZk;oWQ8}bYF8*~lE4Xw&Y`ytaN7UuZXuhgoj*9yBoYnJiHjqQH{9h(ezs9^kz-R2| zEWwA-pM9u|3eG!Tw-( zfULPO&KqMUd+8mgvXrdD`$<=fq;#1Qz9l3jF%8VjtK&1Xvc{?kCX^7>FXrILc|o z0a$V$?YwakcO`l34-_<+G8$;H(t8ElOaNIPIspat7`st0(j$B8r`nfP+cG+5AaLIJ zUGnc!zn%W%XE{-gwcH(wmCEJ*2QkmS%@W?b^;}s3nwS>sxyb8tcnwE9X;$Op1|Y^c zq3+@MU#7d1xX3R1XNy8e5Z}Vv1no|au?H=;Ic=ix*Jo7@8W3)lRN7VLl^v`|xgJ*L z?}cUq%o4u1#QFs0&0;M{!9VkAy1GSQ5|KrF_6dwZ-C~E`pCu}iD&<9wYTzk0^eZ{qu&x_bR-|xzZl-^5_9(yr`GEmSb%wSr7#;-@J@0z=)_G^Gt6C zW8X_l4}tgI2(A7EOlH1=?@-Og@__+(4v2qHsy%kO#hG+bOK+>DHVQ{Humy0XI=ZE) z3(S}Nsr&+|QXRJOs!kgB#`Q&3re>IIZCPmE@QzXbB^Vu{M&yFWXE$8eA%~MwK@RqC zveyz$gBy)^LnlJStGhpzm=zqv!tkrRbpM`w_5%w%GhCYWM#qbclBbxO1%{rn|8UfV zv4NG;)8%?UdiBnCNIw2FxUfpTw9h?t2%$7ps7GI6Y5QI6GuROCp;@aBNcj)?N!tveCx zOVc71`_RD5ZW*x{cJPN9i7X%|S&CFPRhMjskwsGGkKgnwg*))^5^TSnSVan> z2a34$i0c`*Ha2=Zxv9I+gbXfi{LT$B(Ll$6!G7tCW#6dn#f+n>%v7SR{Z~8s0?0|7 zEi~R{!-0UPK;gK=!qnzq9j$5iHI@@bS4sOyRWl|etaw2+02un$?iPRVC-Y4ONi;fz zF0R6rWPO2OW&8_mFaeNZ+NFW!&sNF*-acuxL_&F*P)YMt?A>2-GF=Ug8W=976_V0h zVUh*04jVJ`e3b0q2eB#X&`SYRFD}nk-+`V-*hPL3V-yqV64$!}!mEwGa3lFW$R@a* zHf{>napk>)OXc6~nf_S~>^$z;W5dJH0>hzw<79nG;*DHHKF-_X>DwV6OGb7s#_EQq z9~AB4&YWLOjO$6-$%zbkKqy6oM}+tJ&C?sSM#=`hgE7}In=*pZF6mp3acGTUVi@Q8 z(HxpON5!iowW43)jh|Sr(6Ih$#oP9>+uKL)2=84)-_IH@L%r#mnaw3M&ZU$DAuvd~ z^(F{#@x`ZkK&C{DtG-Ov%jSPN2wwdU`J?>*dI16alNm-3^{+Seb)#w~(i`rC!ooth zJ7PY3fNTi{i%P_E85;{&swjlWg7Cs31#Gu!b>GP6Dqj%d@-x7G$i&D9CxYVGWE3GF zbN;L0Wp}0T5Kh3%264s)B#AK_fd4>q_UzG@!!|g~b!#10K!M}ScdQXG2;{&5tgi;9 zLNId5vGFr33L3We_CjrS<`SlqwY7B@$=fRMmLL9{IXyis;j64zh9^+&Em-k1sP5$} zCU7nQ_w<-!rjcK4Q~-)xO_;Rcd%_Dv5g`c_ty6G!YdOE@;NxZkk5!bLBc$9qfz7L= zipdCG3o&J6saAd{wKfH@r)B+uE`K~%hZ&i)#KnC-u<-B@*^SmTgF_MusWxGB7*2+G zicV+_m}@lbKqBtP)?meI?M1j-QtVKuqRgx5C4Ju{D8>PmrA4jsP1no6it>S_{9ON) zRl)0!bYq*=Q8)L_s4YmRpxzvC#ZX-23TppaJ+Ao{VCczSaF7I!7J zY5vW<&~B$3Zb$QsV;B&j)$V0ZntW#N+Yhi?cCqMT{bDDt;C*75_CXX7fD*m~fx!OY zp`XHasIgi=CeLmtbOPrA@R{LaoaIgUwt4%G53svqAV5!J7Vh~BUc!9fX#L)#we^3C z{N@|+6cpQ8vtL;>K1<>cu=;=T#n=Z_2Hy2M5H|{<>YiLNycwJVYaB&{TNAaSu#$e8|ToB^Mc9L z$!T8+n>{Ri$(xR;ZImvQT#KUwG5AALn_nZiXM-&Q(g^|{LHLM_JB$v6AHY-q@A9w1 zWw61R9D~ibv@jVDkgz0B|I!bzSJ0lAzq0@7Z~Q%;6Jo$QiCVwJJ}NdEK3;z%*6MQ|7vDaCQSbh6b!yJgXg1P|f#OM_zH; z9sN5NM`>!4oi0hZuuJLlc!#T=ZOD<-IV8Jmp5(O-r<&~BKH2sM(pG?;g>S$A0RaQ^ z1BU>cm{HF$w^f4vgVR(c-57rQ%7izp?)v)rCMG##i3_ZkXo>db_wldQ9-}O%qgB_( z5MlKawS5igh33k#t>#ipgw{ZWIdyLn$d1bm!E8qoVcJR zwo1e$Zc^Jfmd~SVQj;`Km*&7KUa&x{Wk;Q~jaOj@xf;vnYmzxJxk|)f)YXg}#<&UL zA3ffk$yjf16pe#D_SPf3_jRE9S{?}irhT{46}}s&Xj!6WsERTBtp=A~YEn|cM|A<7 z?y-=zp6*7_M$7hfbOaBH(pIFE?t`|%G=n3xE7qwJ^i&qTd7CjF=LQA)X~=i=?!zqM zVKs-B%VjN$Sz@i8BgMrJMW8fH_#*1&jL`Y^T#EN5I&WJ^4!iU+>^766w#eecJ2>!N zJnb`L25b#elz`iB+27<@N9 z9-Z#@OOO1lnA|MbIv}kFN_Uha5LfD6(=Gc@luBSG?+<+L?6-nI@5@Hh&0e!J`Sz7J zdzMHL?|1qHeBk^Joz^j+X5;m7iK2p6u@$^j#?GNg#vvqz{%TiWFaXhk&1Uv1Yxu@M z28>$a?BZLM5fBj2^V%O-!Uo%Afg5|?yfU}PO)W^C%;jrmpzd_zeU?Mij4nipF% z(GEK99p)7P&4Pu!B8W`iJ1MQgYCrgGSg4Ymxlq~)0NSWua^8@BR?%^#711q?i?5x3 ztn3>!$owTIS~U7w1X zOs$;S)TWvc^845~?;DH&0|(Gd2JVlXEC|DHU(hSZaOZG<=L}=K##AiK)b?q!GL;Px zOdvnvcvfzkvD_$Je!qs<6Q``cC52jw{9=RzepVS~X*!U!vs6lxUwjR3J*A|e?8xEf zwlfJN2>(#i47jQCLrx#{>poB?Uft@#Bj9>|hk`sIsBt=eC|ExXrJNeW!FF#o6FQIg z-amvnCZ%)jX<@QT7V4BtB>D(PVu_tf$I|p?%cn24vyXONkaA={36n~EhAq&~#rrBjhScrV%~;-hm8+A&Dd}SmoJM@CTHV6`1Zo%@vKeHbS~u`*BE1*% zN|i+t)GEs;iJcWt=Ru59S6|;WWH-M_n=B(`*n;~FWB^0E**)L^TJBg{T!cu0s;Czc zs%v&92i9Rs2%A-BlX(wb|3}fr&Z?Qs3I0TL^AA@R;t8^e$ z^6fO{w4=iRTLr=Y{onuj4eb5ohf}vRmsPi(RLB8zh9(UV2W(Kuo(CWOcr(;vw)6(; z^iMSv(VFZ6R6lHie(^Trwq|)VM6_xv&4Ri* z2Q?4lE%+OCK-LF?ESN-ZPqSpHS;8U5s5HAdmVm_MCIF>0Wv^8MN6K?0G#$075*SHK z9SlggxtyU?YjqA{+G=kCVm+`2`%?#B1NiK>&)OCtsL}(h=f>Z16h9`$vnePk#l1q9 zA%flT7*`g}SvZb9?C?eZ(doFPYq7cARdM z!Uj;c%?*E{%0W;a8PJ*=;_yF7F?l)|Fy((~d-};2obJWN#qZcFRV3DiyLqZxM`7dS zv-UqH35zTfC>^=@8-TC%)+Vb}$z0fc=AsS~QSy?=f9J$c3Z7BeRfQZQZMiy2F1_Ji3F)mnE1=jYu`hc#Uhsk~ z3nCpmOpjjve4rKdJYfa)i}lH>Vyu2hI@~sguPy)2n)iDWoMr_~-(TKhw5LLj;m>Z6 z@fddscI)V@mtD#R%fj~`#y00rF97n@{`Rf^qv+pncnmE+I&?e@c)U4^n!Jhq3;JP! zJD9F_8*+I2J&Y_f$$hDpG7EHJ(zx8`=YUWR4Gub1aLTU3MhN4n*TRPv^Fe>te&7o9 zj2wT;1J&g~v9!OrVyV!I#@+il5Nr+e&>g)j+IMPR&`|&rR?C4rN=!Lf*lkb~cl7|q z(7o3NG7#MX(N_kH1&_aF@v{`cjri8A z14&864cbEs)U(kkF(dUd69wc_v$&LhD?dDWMNRP`q`LNEQf+Cz9pxhWOgv+SUZ z!LbM_V{k^w7>1#Yp{Sr>=$|qMo7;LSDsTQRV>o7})@iAqu7!JMNiduKF7)vX#7j=0 zai>I@Ri$i9gB$V zrtw$>I{MAq%i0j`2!$iy4ts5dYx55R*(8~)B_h71D7LlH+hgC-hgw(#{LtL}B z9y7Es<^`$^(V$i_`35N2-qkAlN$pPl+r4853}Wj2R+ zJeBT97lY08AGOyC)q9eC#9@Scwh&P61U!w2SW5@%cp|aZ6eQ5-62BwYLh-2Y6HvOI zIq%UJ&Px{9|8B#^@+p))$wo&CT>7X7(ReBi81y$HcWFWlkpxFZ-mz26({MsE5h&31 zefgf+5>B9ZIwgY5_K%VZ1vuzFNOD!8XBZNs5)qZlzkWF9bi>b$IQ~{v$q&u|CkGIO zX#|ro;hkN_CO6WJ6l;&*jzDz^VlF=a4(Vtu?HEBgr7q&>{aK;@9EEfSH<9H%(|j?; z=Jf^TI}%g>zj}Pa0)_>tl=YrRoV_w-Y!6HscqKG%b2VlmvGonDk2<6SN%OGW`Ep^= z)g*XoP2CfOg2P#2!4se^a13S#=lR(?{UFn_w6xs6@(haQfL)=+ewSJgTJ}U$^eg}} zO>RdeC53K$A5DDml3TsSC8cCMn3B&%8x%^T!FLL4e&6dQ;GMiqLtO-Anz&c79d_Bb zn%>{aw!Wir%3|3+7@Hz+fOFjoV4lQXXfm;zRHR_;$thDP{0C%t77V-4KV=MpjyL`- zV<>Dgl?vw;72N)^V1Y(w#qMkiL@m%fi%wwxv}N={BoT?%V}%woO3P~4!E(%;nprK& z!Wf9{TGYa*7D7Zq2ADZ&=-?dr6nuzmSqxO3b#C_N?}mS(d9DC^)vtg=1=ncSXq)5s zIb939nj1VQaR33*^MzaIYXS78R{M=_;gTAWY;kd@sGpv|O!%R~-tw&@RC*KUq`=fD zMXMpCjUkM?L73^Uc=CVc@rMr>_h==otgJ)^)afL0f{U!j4P51@4w%AXTA;oIU@CJ= zMGLOnai7OgV;1P*yXvsQ16Cw8AW3GDsLEOLK!<{-sqeil7{Yp6QI^e#WD4(d*fh%- zR&xYZ4W11@{&r^9^XYd*HGAI`ERpUPnahhE{_c>@si$*|XNY++CV<|D!&}_HW#z8N zz1hJqRM5=g)bm~U^B6|eLc(YGyORr|b?@b|p_HJ{Jt>j_Vqh5IYX3nv?6605Yg)No zbB5DqAAS`==mQVxFKTBy$h6Kj?;0{Cu&>M6iS_va8n$R%k<+TSn}db)v_G7H@qk9t zs;9lZpKy2;2VFr)K|!h)*_K0=!u%TX|aObdCTY$SAaK6=xrl60R{+%e)> zVrj3-@77^oT8+=-5{N|o)5QR%b-4-}bQsvFxn4MZizd>#x`F(#{h1D;n}v?eN<#*g zy1FSxI?KnaG62JdNrs|0a+Daj58Hzu=Q5@Yo&P4)0z@W_amFuG{V1ewXi=je?~}M>!&c5+OmFqGS{WZ2GSKz7z@4l&)I&m)xciZ&6?xtp+;2@M zdD-}WDlZ>a3O0t-j64VFVo3bAi{a?Mx)_v^E(UnCM_J>2$K0r8$n%pYt&#!sX!$7i z@4?q-_REph?7_eg?;8y209e0JyI|eEt93#o&bT2M*}tfwKQ}F)07j#W1DlVE2W3 z>U8XZFq1{rcI%TGJt{UE-;VmCUr@_gh0j%&2+KGmR6rGy;l_;zWn@}Feey~?jIum5 zQ7={We~{={Ki%rGc>z^=7yq zIUw#cDHd84*8ej59P)W`3^FTpq|&P7v>?$f0`I9`=N;e z4N54+EGzvcI*Rl2IZqDYhwnM5haVj&J2}XLsm^_aq*RQ`TFkf3dI{#`eJyBW=m|re zBcHYeYmZM~JfpM~&(f8IZ`@p@`gpr^CQzto!c}aTNm1z5EI36O_!W!HK7r(j2koSY z&$=i0vi)t^HdcN>P)ORS-1}NRzsd>5ib9ru;N7{rE#K7u`lXuRKG)A$)J|u4m3>pV z7O&n6(ts%uREA#!HWhz087Nr2|NBinuIy*Zs}Fy-6B)@}GDN43L2I0lFwm`uJGzqA zk(?hmdi9GV*Q);R(@EM~Cn5ClLOczu+89x8;M6aNKY^U#{T%=5?`qsxi^mH(&m)P0 zP?2pfHdV?0tj*p{3>0ch%IK-e@5F9;EL?0%- z1Q_;8HalnFXVmBd-KbF+q}RIyWhGC)cdv$jSlfHy;29Fa0r3NneJGf+Po)KtmO@6- z&*}89Kg1V&_z`pTbDQ7(-{WWZ=XT>;`08#mMzsF^{@YCWa?+${t*&m5;SJ8}3h_a$ zrhkyUaBdsTvy`qFc3}c+7;b2eJENnbo>}^xfs-fdDyBgvyf9~pZ**a#-L9jGmb z&%!;dTHB|N1s`r2TWDH^bK4ZLnAI98-5E+9Z$5mXl1QcHrS^==RbcZOuWHyBxw)s% zw>Ps{=cIZ2%>-RA8Q*8!j3|k3q|=5<=HHT}VEkHw&(Cr_`X<#%Xu9Vg*Lr@Y`o7v( znPG?TOE_&oD1PHYv?JY|(X_0rmShK}{s+{8@qPaAY^ravOYT}WG(1<7b$D=7^O*?V zwE)e(Z4H2^0%aI_W(LK&IslbykA6|AQQ>^x4Z&m5v82>#Q;u;3Bq-qvP!3@%JHJ(sjw zsJ#Rpu1acha6GpcnlHO)s^U>&|Fs4f(B|U}_1yi_&`DOwk6nIPht8&Bt6*N&#ltNB zZ8uxEg*P1@PhaKmy$|`NKz#j;?ZwZ~!YQMmfKAR9wr|_t)!F&e=GnbwYTU$5I0KKh zxdQNE358|3LihF^^HU0iVfq19y$0>4Pr)keOB!w30`BwD=f{sdo&}X05*9ql#ETQM zQ@__~0W<>3@l`kC82S*j>G=5Dd<>;;&|yp79)F_$t^78@-zLNL5Q_%o2TwD}WyZX$ z?(uE{N5P>O4gK}WB+Hjxjv0&e8?}x;meBhH@NfIdsVv%(#m$>HOBYEuv$3)o8ty35 zv9aOqQ+OCP^iR$?eAkNTlP>H?ta+RFo^(C)Eciq{WsHcsPWRdkuRFZAC@Zb| zhgrPR;|hjdOb3YmGiWHMWv^`exO=2czb0ZY*+_chBx=;{f6gBb z#C7al&W@d!c44CeJV>oby9R`rz;p(DZkm_T&=^11m<0Wwp9Jwir7+jiB?M51=MpaK zJhDI4yV2h}kFX%0MsI!YWU~=qz|=BSdrwbmF2uM6*ERz(Uko1zlpnmR-UadKVDNwWpo2S>D-IP;}34}?tlMy0Y3$t_b2O# z@|CK_Gn9rI{FA-EenTq!NuDWY?1-@1tk7&7ew~9I0_e~mDC)zkaBS%ii5PMpU-Z24 zHbi0K8Nv8#v(}^nttiTk#~@#Ko)qrbLUJN&sP5-w<#@!*|wmjw|_rdCH{#8r! zAu>{*I0jwjRG+tTS-1A%739a{Niwx+6=T~z8GAxLbE`&>49VwOulq9rzF)^k=nDKc z33ch_=MX245bOU^&uOu@)hr|4ylqn}*IXn<%H`dSgm|2RQ$LK0xfzaPC{<*IpiZx% z@Y0dSmbiC_NGeQv24ajpSeg8Ot9lm%MBM@ZSfrhOhk*~752^>|4qq0Kz3@tTeCR(Q zIzXqpAGVzB+3x`%j8d41)$nP_&4CcHNC20D|86kDWLJ2C1kw{u6(((fX`ldy+>MiQ z;nJ%V?ms5TmuHwPtSBM)&`9F;8+)#YwV+c#?2oAcc#SQ+xXD$i39_M!j$9<>=;AC~ zC>*t%&f{YZV+d`7XA2^T5|DE+-jGs72`)N1)7I!9cLb68P2ut;{Yk zoMLTRzO(}CJBH=AsDxiD{66RP38Fxb6>w-nbdB7%>P(F343Z$gp65yiFqX(>Ai$XB z8$2m`vUY81U#|LNlJT^py?EOjHawfe_v-j`Rj_Te@C1SVV;e7qfLYuQ-F-gbi>Wnmn9uaZV>;OuZw;1J?+lV`? zX*)O7TN7#;J1MT)fh?=>bSKp0Tj}8zBiBEj39J#L_rpZeq`@u814Ievin&Vj^H*IO zPd;jONpL7XlH+<7@00rFGTBE}fPCzXqc66qu z(RKW0uCGAgN^vf4+=HL#v9CecHdHOplf!4wy7c0Qh+b(0G&FC-o`F7w<{eih2**WN zsgc-OfiqWNKzoG`Ye~OQ=9Xj{vtP!2=9wm3;o5_NVE_hyEJ zZ_e!z1%pqlH(qU!=wDjo#v6L4!4*c%BZte1NwH5Rk_-l(VJnH`zn!SD5aH!h;Y_8L zhu{0rHR;(>B@eC+*n;dw#cY{x^|b*2yirgHB8l1nAbQAjsJkSizpx|MtO>sgm*uO{ z>oU2oAt)pa%t|l}zqPeh`A5!|NHrp@uCA^nUUof9ghVP}M~!K!s8C;cK@N;@Q60bA z&OC5Y*?(4^cfy6BHA(jlpFdU7nZUUmD<}ARp&Ku}>R*~*mF?+j1m7?1gu|b_)%I7| zp=yQdkz>~MdJmYGAa#QIOyzX#Vs>wo5zO<`cejxyz0D2r_fj-Yy~ko1^N4|bUl}6v zu_%%WvQq@eX8^wTAY=Fb5jsDnQFe2d7^e_JhhcDAc?+TPU)9%-Lf08Es$;X%N1a5n05`kQL!(-Bq$k=DTL$9E(X#-?fYo5{4aK!06cppuzv z&@u`>PM`CmrC!;m5Uw40uSAhIbQWeq?}Pt*@T%#dpU(j1?nx5>5g3TJJEj-AO#K9| zh7`ZMLDKt~?KZz&9fG+FtZbPxOvcW$OZVIOfCILFt;+uB4Csr>!G&X7InkK7hPD^$ zmjW^A44HOk^_GP7$)c%E!`A3Y*Skn6ddEVPQAQFKWZY)`@RHz3L&vmaHSMe-sq36VGHdBNBReUGYjTU%5{kHNi zc#22Xvg7mgmlFa8r(D%QjTfJ(t zC|{GRlXBVS>+8#ELNj3~ay>W^7Y?KZ=_`RuPAH2p5I&+c=}V!!UkTCr6d=R^c59Iu zToK0>#@Bj)dhM7V6;fFxKaNF?*j>@WB;@=Ob$QUxor_`8o6H#JiT6Ymi{IH@iX%H+ z??GTrdHEhh0}t;l%|r}3h_#{huI(Pjz5|`&Q(oqT^g335f|H7|!R33->aSLZLWP$j z6IaaEXuLq;#`1Y8c!6wYZ{t(qTo}r1HajFEmt>^%(m(x zItKv9!Bc17CwksT*%T3wOVr`?I86Ow^Wt1-iPL{4pqz%@%Ogy1%G+F-btOL9%~5&? z7+s@31f8SDjMu#OC3SUm=Ug8A5xz=Mdn-!3>)z^#-@Z8>5^#D>c*T7k9&@gwm{I7D zK&Qx$ZotOUSC-*;9A|z>&1&TG04N=tMDatO>7Et^iWQ3?#UZR0b1!EZ9vgr_tIrDq zPS&BA%n>Uy?s*nB<#evh#;(_ju3>tAA)v&WVNxk}b=ATv*jP@2q+QtJw1%4g<4c0K z=%IM`rOl`(m>fR)?h2kl0^|IB%jA==9W2}9qGrI3ap7TM1!LOxh zLBll&F6iEUAunD0hk5}%cQvclt?!|sX zUrSDk7$~06Y}5|^7AUzEIRYVPy8|zpKp)M^@74B>>XnlpJHrtDc1Jl(F@$WOYeU$f zaHr2{3Zch;2!omXdW5g_T?#C%H|l@EC5s{H6}k^F&Gx5#R{m2Lpv}yj=hK#zW)I(? zKws(P?YP)YcC?oegerm1mfcgSQn*vDV^^pN5A%891)g6b2q@6=-1c{xyO_oGDapC@ zQe=5w1L_-W((b&3=O8{!=D{Dt5g8X(1#u2z(KH-UBGBRD?CcDTOniN7XQ9a>xGLfIW% z7~F;vQ^0*j<~B5lO5fRrIW}+YhcUPv@as(HyI{qDZ4KTkXORAuR4tHgwMeaJ0|^)# z9Ss4EtFf~{L&Gux$P@5B;`Mw2>7ZzC7;J^>0yN6NPBbJ^hF^(H%m9ccns4CWjM@5_sSc0mZu3pH`0J&R zCIr|iu18(e57>|9hCl%UI?>y<$6jv>E0~^ zKEknaaPcLEdV{l~McDwDN#|Z!CkjhpFR&QF z9Go)w_Htxj1rafECpFNEEVbkF+z=u}dR^JTQd2W=X*L2BjdEt_ZKGM7U{w;~HXH5! z_Dn~I@?ezq6CCF?BR<^wHu8|np|rzqxCTc>#vOl{SVc3hVq@C|X@3fU)Ab8P&eXmI z!~72^n9IxQP2w8hT?Qc`NU%vkP3kOFqFFYML9T^Jlx=3A@*pEu%)&5^P0z+RBSg`V zNsf7>71nT1*wA<+fkU>%jb|hskxm585|6{sa);sM;-GhrFMkc|_wMy_swB3KIB7XT zDP_X!3_0U;YQjflPbHadWoJDdl)QYI`X00Nx(OHB+p#N`yA3c~e8qw|obFzJBdcx| zQpz!W^W|64$(L4!H|%VG=I(~P2y}=`;Hcch+C3FjPjTq`;;`w_>y`SqP*s=Jf3VTV zM|lvA&_h;Ph&s3E=OfKUa-2?2S*{nA8hccSD(PL8M{2NWzW@mUA`kISkigR^r7$DA z>7NLhRjX69Kfq91K%`U6zmZN_pwKH+I|Z2)5T5sBz_v!R@Zx5ac=^a2K#}&2fDDuh z+tGtD7`Q!|M)C?CG4A;8-d-DryKZ1VDx-uvglBruFpFqNTmld%_E1IZcOVGi1Dn4% zfTq(#@Y&TBh{wWMZG*li$Cs%IT&B_qRMtx7*y17|CqhW2b+Pf(qy*om^9xxAj!ubX@Dq`Wu+FaV(ecq z-Zgys)FB+AnNG<(Jj!nblq*9dsLj61QSn$1%6A4rk`~#)IPhmNN07rniiz9Gs$TN- z6KW>{i9tEG9@ymc8A)tddf3 zUfy!ych7YW`a59Mf>O<|(-9N`oLpQ4*^3Typz>Q_j{oxc^Pr$0OhN(^Al`7ZTQ2<_ z0+(P$;qLBkk0kf!6t4pfwmyj&&n!AHO8_53c*hk42Z!Ga_|(x&XX_vq8h)+I&x$HR zNU$bZ|1{Qu<`y2B;*-mc(&eh)>YeHHYPivA#}S5p(2;}0o{uu~F925@DXeI%ATRGA zVhq_{CJzy@e6rh?ljr~rhXydX=6qdILeA^9A_Wi@yDMgd%1re-NYK3{;A8}$k5ym0 zJ_qDB0z?me zVA_<<>64G|8o%CS#(Ovfo@j;g@(OUd7ePbIV1$>GqGB&4E{((^vo#=wWOJU0 zd@QrLRz-b1g$wHv4n*|ss847@_9_*W`t8Fmf0xsDz=-C?-KQ~S!%_Tx_RNfoL(pn2%OMXV_}08UAk<>glKz`c`;Ip zbJZt8`W1K7@gO@ql@=iCdmhtVAaQmtbH8MwEdmL-#n5DVDX4=e=bcduMEu8|=B_Q1(I73OZ?|Hv(t@VCuz29-HwU4#;zxVNPJsx-lW`=p< zzVGWg&+9r*X1LIK_jVte)mvai@>%u`SX?zb36pAr4XZyOK$~ewZ{d7cLEzz+HT6ez z`beFoF32#a*N6LeR(deFL_WD%0dZW|jtOJxGkqbu1%quFR4Ci*>d=LP;_G!gOG}{r z2`TOe+RKw2Mzgcm_HT>96dBK~(%;v|liq~ClRdHEO}HyRshhGES{JFkTKK_U=|%@u^R@Puk2 z>q)+>B0{iW1FwS|Y`>fX!Sw;<;9S2S`u_JjU%*xO2%74o_IkvZLD8I!_PA<8uU!Ur zhTg0exCkj*X)NqEnrlbfQo#AS#Z$x4icPO34vz~=TBbl50iVL=&71dU&62YZ>FEO- z;D%LCbz+*kL0V5wCj|QhG$kt<5J;htI=#u_H?M`wY?p0^-a3>AALHb(gAR^SnrH=a zfd9t&b7P^RPfh_o6wA@hA^a)ax6X}HW$%I0MsuRvhp(YkEt6?HY*|cfGtO>7==XEl zkPWs%Z`{VUCdn*vjYdT(`;fh}w{)m{x%6w<*UHM^&G0!8MQl6(%T8kr?_=V~2WN{j z*pG;Rf^=XAI9p^hNOpiupJnMKLo!Z-qEO&FUgaKkvf1e;EEL%Q;w}NKM!W%}fPD0u z>K?Q)PNWoa0)8Q5(7Gu0hqbRS$HBA+o%BS!&c>qI2K`}DA~7vzF(wG#5^sy*uQz6XDkr@awCTLfHA*i$9cdk>tG{lc4lhP}b!gIuR~;yinfK}` z1C$~z8kBKP;VXS0p|l~D0R*m@YK&7E+ditpr}a<Lf1^ti1-J78?&uDKmwl-V2<^Sw++k=WyZ`Z^!IV7{qOW;p#i1+^6Tt^ z0!#&ti=|Z%)|)hfs>PrP(EDnn4}yp-@jO#AFrU8!eF?8$1nMSo8RH*M+MiR2i{uI z?ElvNt)pH$AgFM%0fe4X##!`1ui$Psz_GV8{m@kb6AG{r;Fkf0{mAb)MG&vG+X8+U z`sU5iusfI>L1eumci2Ay(0O2xSOPjD_5op+?p26T1tAN7&A=$#%iIH`ZwZ3~NCXd4 zB!7ZxX#m0!aDQ-JLbkWvfji&>)9x8S<)W=W-Vr}Eg6|&bNIZaCo0WB5vn4=pCpza!&X?z@g*@=`WVDpic z4In>5&V#ujA}mioylhqhZHv~RfVe+6gv%RvYODg^@GpyJ7O6a@@1k*ukd2o{<5*_g zxTBeXfhiY~HIuwL8fUeG0gzN?@#oDgJr2{{ak|AbtJI>}{h80bEU6{6IghM>t3VSE zkdWp`2NaU#%?*&~H3awV(R}v<%eSB{R^7&2p4pPUJ|iwAj4CkcZfj{4mc2uvH<|$7E4-f+5f-H!u z#!SH)zYdJLWQn4wMaJf%$?jBIAtO@J-4te|MCbZBvSRJJ^rhb_UXW>1mR(nR)+Dc> z=oR7x3dr=P}IzJ-p3t1%^7{_9`0IQe&tQSOC~qZBra*rh0vDUD5pR2{WO%3t( z4-18#Wxu=uGNh)u$E^!+Sv5iI>hTgVE8}f{cgF9hx5o*(=t6BM5e9|$W#ui+4Gr#~ z_z~Q?kLQdvfw1X$D%MuGDU^+}HZCJI)!J(mC_}HQ$9;q3)w+^v+sL6|ah-yj3ULGa z@#G^ZgM>W5;sx3hA2&MHXV=yubv}fhK@}z+%?pyv9Q@Vu3ZQ!gstd!y!%Z8T|2QGf zQ8PS&=I=uv?w|e`xJ!0OLu`OQ0t%cURqhk#G+ zjQdPqETW{gT(1Tv6lq#jp+(RHa1=cJvTz`MtSq|o*@Y0-Gd7v!zD$Yv8}TPH!ZN-# zvx8M@fB@#|!+dL%BNA5J_;DBaPN%Uaq=V7Q`Vml)3n5p+!YYG>V%uwRtLo`drW7F? zzNc)^85I$t1Iqe0hnY8uqSRR~VPV)ub;=oxLm@AaCc&D&{9FbXK|fac%(wiYe$#?7 z`-zn?lkb4$B_$zwTv0Z=;jvdUjl_qXrpxqMGU%owykBc0Cx>VwYG%tE(E#Fjz_T#S z0c7v;^I)dbqB{b>MjHC7nLs^qk-eW0%H{%rP88;!^+L3LZBO!zgYsaA9uKMi6X0fGNjF#Q9(OAFi z%(P>*uxu*t3v11bw-3?YNbL^pDs;FlZ+MZ_i-xj})A>MqpVwB;mP{1oLC8 z(Q-FhA~k#!XWE0&DY4}TDIi&W{z5MN<>e{j;S@;5)2~S!us3;K$bD>T?yrH@0t|%& z3E#*&z5U}3)l?FGn(`ZB&6WZ5as*5P()RlE(-a_gGy_TuObs(%x)A`|{O|3zC>DGslysEnq^hciB5Mp<72 z@ziD#x??SlG_HGJ(uq8Gq>#owyL`uFQNK9K2YC%F{n?o9#m1UXMm-|qie1tj1Koc6``v%z#iXX6qTwu7o< zU1#+-uL?2HS88U6(!Suf=(S15l!9KCSV@?=?FAH)Z&S2&fQgy=0>DB78jl>3?>)#; zVoN>y5MBt`|dGQs;TMh$}0o2@PY4C$Z+QM5z8}V8kLVJnqK=29Vxbz)AYxD^@`7n(JWd_ zF6r?DUUO$q+?pNCtlM@J5ErZ$kSD=0=^3EDEca(pE9$Sdta37mc zh8-l4Uk?G2hP=~W_;8{WI{I-{2~WN# z0zDZE$0T$%&E8jyXJWz|lVH_tyoRm>g|uR^%&(4K_WVE=eH;RBJY1WccM&JCwv@TE zI1&QW{>dBNRxu1%_cF)clHhkbBXy+HZ2){u6~(r5+8Vi6aS4=P;s#yb7gtqjp4bZ-H=FIo z{CaFN$x$ViRVFH*C_Vd7_Hfjijq+Jhb3r$pQ18J_>IFr|vKp}enhgSNYY0%&6n=g3 z$DM2c;56VJ3+hkgLIetAPU;o_a!vmQzzgH)eM&3-_1K&kWA=chnT}ivAp-*t;PyY? z2eknVp=%O=b8(ERhw(3E-r`6$fdYw|)=?xZ3MT;cI1QWtIUt?CCL*KYI-+X59{G_e zq@~<_;{QAMiT>L}WRYj23Ftvc@dqN#IbeCf&Y4$C>;lLffu0?JTeVE*163z5Po^X! zAQd$M^ZnM``puh5AW;B_E-hev4ZN~$4NEt^0}8G=tjbTGfGT;KqvkFFDTR(>_9k7J zF^DOejU?b8eFsYwwK(j~48Rko&DBO|K3z`0vhe^+6M|!z9yUU|4~*aZ&a{sMu2C2NH%5F8W1ux$WGAtKW~@~E=W=^5X5Hzy0QC&u?>nQpHtU)#$(^loi2bh0QQBwN1 ze1Ua^k*7yc@X7O404id9PzY6~z=(@;7%#3kRA?haNW}*`_NA_sijj| zh$VRy1|%3bQOA;#k}R~KV6o~PoOTCb3Ructdq3CigUT&w|Ku z0Rng;q5%71ZPnwhnMB<~6=?+Aflfw!yoL=(8~1aKBWGu~f!h_iNp!yNz2MrNizs!K zUJ?+g9Cd+a9(oLy7ZoG93Irs?s4RShfbavs;g$lr-wNkaqXSFIJ|D@W#>hW7miFk$ zczUnvzY#1%Q6L9VWVaIR0>a}|ICaI}TE2kc)6ez^bVn+U)|O3b_=b>#)+_!Nf3!)Y zu{5!X#OXCbPFC`S_PL^VsNW4CTQ>d;==;_1b`h&d5a$J*VE2UBZC*@Lf&TgA^0Em) zsT5u<-}41^3)ZzDeZP4VkFn z-q-@N1koA5YD%Tp!`r(h;Rc|aK)C@-xCa`kMOuOh8=TE&oB;L%V4f1DO{*A^b`f^k zh?ph=6qNG8+Qx?b+2meydhJREkm(G2!diCkyFJKFXMM(ijidb#2ur)HISaE|Y-Xyu zMc#ptJ_Fj7`@3UVBqR()P2$pk3#B-vO*&8@%j@(IZOL`H{bs)L?gRUd1HyZa?&lzT z%@F~@IlqBQ$c}zm0JW*?aI~eNQd(Rb_qe{w78a<=lGDba^GTW)2wpx3LsBr8`up5J zySYI`1J3isYJM5^Seit92dE=ua8H{}Nle`E=m){^x4x1M`)vP;!%)|_K%k{#>;vf_ z7l_I)d(E{!z||UIC1pLu?xY&@P1~TxY7)*3EX}ypg4L~tz->^Z82~ifpn^XF&N${@ zL5R@cj;s~n4~*-&c7=l)be?IDL40#Y7>)#iUUbkMYB?B;zIw%LkzHL=ql86hFa;7Q zI4`mop1I<_lfUZs6EfjIiu+ivBW$47zy-#@1oU>(TL)8{ci@!(hDOZBd$^IrQ*CjEZSIZdlQE;u z6aY(+dBa{2I+@IT68Ly0P5SWa5yZ3>|IVb&XLKeXFk#n8sc&Z4Qe>Z|VbL!j{pT_5 zAd<#vVAjh{Uz-8i?C$HJon2fA=xJMfxjZI%q;IHk^HFvTq_zBNYM^(3qEqzm{EP+` z^K55=`p(YZ`5B@m0Nb{emK4Qn#uMImt;8e3q(cgdAL_0Jy>c`Z2=MLK+hw7_0D24s zR5GJL=K>T6PBgv|k`N5VH@qn2st_@fHRu~2CUa`n)eQ!fhebVsneQL?!?0>xkk*iW zXJ8GD0D!~sr0nOR8Y+?NQ2C{&CN^%CyMXy&Or3eLKx>OpZ={0tCH{&2@*C|y9-$yh zYtWzxg|bn%cmk^vsR>=R$5%*I$`Je^gM;^piF&`8m2ai7#m19z*)+TT%4qmh39u?4 zmf1fvB!~tzG{^;mEhXHUz5q~KQ@I;elG?&*%#r~40t(#kM-+Q;Ldk%e53#}~|9h*F z^|oUdWhJFplJo&|COI+GB>xN`53NizdVjwlc>DSDr6tjK!yL8gf0=NIb#m8==%**$?zy>KMSKRN0A`b}aa zo$5t5pAj%bcjK*lKYF(3e?kk!SrnDf5XqA!Nmkq4UBJJZxbOnkVht8XCocu@TwJ~~ zW;7l@1|qgdI;jQs=PbjykuPa9>mC@|9B3|8FpU7|$hbG5!W`p1O~I)6A?uqB%t?Fj&V0aC&=S0x^fKME7fvSpoExeSU2UGX$@o;Q zlx{l1Y>E1njOh=l)ERik-z!#PMuDwcdbEbRKxuhZ1Zll(a=DFFT>T+l`*T$qMb$_R-wL|ytt z@KdW{(2|DyPGp2Y6%L9*2B|gV*wNSVD9kJ@$V8-NK3Lm;<&SLuPd&v$06k~)#vg54 zG|zAZL^y1Qzh@m)NAHCN(rrA25gTrq*wDEDT9D8!i%#^<`}&s0a)f>t$1>pST_Oif z-N%0VO|VK#a{p)gCbA!MxR1ell12tvE~bqJ*Cw=X!AsA$?Hd57bTq0pBlkn(eJfI# z6e!@%1GCmz7tV*Vq@;nT8gvH^?SN&tL?}2tU|Vnwd=IqXTLh--uG*R3T!Se=M?|9q z%#l158@ET5=(hrsLH)1NG}EgL(BZvnz`P%`5mbK1pxQE4I|C%f+6Tyz4-WwoHQmp| zytVA(Gq|i6$<+Ru-y56?-=hW!6Z(*`=d?ki8~2a4{vdk@`E~%+^Uk=zF@M_~FjB~N zS@#z%x#C}QIQyj=Z-3XF1?|1wXQ0}_Y@QvPIpM5C4;?_BaW+6r2I&AYHuMej7r4%^ zvXDwz+k<-DX4ez!AnmfSE3X6AoHD@77$rB%nOyn`zQ5j4V5RO&$wxK}f$++EbbiCh z(Xr{EjqS;yOw2~{%ON4(>4OJB9UUFE?pdnLIc?k6u|4EQtvtbOA80Jq0!O1Qe*s$% zK=l=QzaG>Wu>8fTxfID^BbR3ZJV9Q6cF%wND))8D-R}mfp!fsH`$*A#cuOvtdKTh( zr!$ZibG-^wdh7o10QjalNs)7k)Y(0HR)D4N?DsOa)L+~FLJC(gNjk_04a!UW?t3Rp zH>f%8&>jtXfc0iTf6$?i^5N(v=)jdv{(9Vm?o6TAjD z!lNFwWq{X#wohl;vB)gqNBZpm{u)eSP^H@WSV?Ua3*14F>Zh83VR*4V5>cfkzAOr0 zoLY8*{7>HTA&>I_b9~YY3O!gSrmRuzkFv1uz(9X`AYcCq#h(bFJYqjlq};_#Qg}WI zsLJ;S3uB@`oBb0|nryklyp>34h;F3}x`jY2W;Z0}&kjOGfW@4pvEtJqsi3nPL0upo zaEW&R{?ya|&iwA5_>IJbToUA(l``YunA@5;IXjx0*!;0;_sR+nho6_1o}2!UU2$=) z=kE6ATsms6tjtZFxt_Vaaz;K@vN5qR=hB9nIa|{6@(OY(nnNuto#}bFc?7v+?cUfq zKC?G5HRpP4?g}+E*Hn1K^$6H17OuANfFo5P}ZAfn8E2 z4WfVBM?MdN@-7Pksf@mvgUCX#F)^_)F|e_)ux{PL#<@*`cN-V?HU$we0SOHy9W4zd zH8njWCky?3b_Qx{R-p&%+&loyp<@w|5at!<z6r{$TeoiG-X_PxBj>$GeGgcP z{1^Y-v_S~5(M};NXejp~sDvnJgeW&%5IXQlF~FHXo{Yc$LqSDD$H2tGzJ-Geo=|fK zf{KEMhKi1cfq@PV7sU(w9)eDYL3EEt29sFB1na&739nylHa5ef%J#dOqi{yPSC0O- za7f9>DJYqkSy&%De~9o=GOKO;^6S;_~iHL**WsKP#|c3JFI^_vVV76gy6VP(b3V+v5?1wg6ak~ zG(vQYdpwv#G8$MW4#f9){jf==CMqEsAw&xD`8^T^%sI&^=l8#djDM&LYsr zssDv@`KStE9O{xzGz(_H>O!+PC7eA^5mlajw#qEjFxLOnM)2X9?o{3`M07f=`r^t- zqi(!xKZ+CheAI=Jtw{O_{H&5Km=lUU%$)zkSynefleIeA zEV~@sxu@N(R~NEh!xsL)bRu6NP+zQ4z3iS?9c%9*4c|hgb9CVOULdWglI_uo%jrCa ztKtph9{ZZzneattfhAh%sq&K84dgELTp_f^#^dMQc3t+*H|;-K8TMZ(Nz5@6*oz*a zZCR~&V&o{ne=V=*?$)`6p9m&G3qwEj6zim|`FhYj$-E{_@@w6C{pkkMGJL9zm3BR{ zct8r*zH-aFfjsiBlw^W^*li`*7ndlR-$B4U+8@=_CZ^^koS^Ci^lJ5}N~8JpmCyAW zQAv@i1s_Y{?99G7Nipooac7L}Q96hs!*P^0I^B8L8__~#{TVjuX}Z*`g^Q;f!_?(Q z4?4~3B*-1JZWBiF#aN;ZU80B|z7fCw8e1AD*AxU!UZ=~5wwyS!1JD-`}J4q-$ z=cZcvJeBzVcWq`D^*A1Aryd#U@PQs$n$u+W@~y@}|83ErU#adSzGsoRO3mXK*h9A< z{!%!0m-LxL&MXr@omJkdO;o4;3^Fv#P`Z!BP|r}_lB7Xu{i2w8dk1CRWSb z_#ql{B>%R(_*L=qXh4LEYk#S_CYov^Lxz%55se*2!AQ_kc>`G%gZo_JdC*JN*z5yA59=;mrzF$BvxbnpO}!gY`h@eKq6;e!wuSGq2pAVKlFfnZAo`fO>9 zO2LiEZXm=8m-N?!H;`=o$2X96Pvc7!yHRQKfA?a3pANiby7Rl$YL{f)H;}HWtN-^# z|83`pv?wPG!ut2kEOTd2=2_n#mue7J*Xx1hza&4!narF(k?k)$lVRXWPEOMpt7D8K z?*0*Ws5-GO1*|tTH`FGAi>-N!GJxxf)P{TvC0s3 zAT_h4=*hN1NJd04Z82@q4Y8cRR7CiMHpzb6UO*XR-{;^TuhmbDzpnISSU>ZH#5hdE z@O2xHOLBb6ByhoVGaO^Ao+za;5$x6zNT1u^oBv8pecUrX)zrBx6~J|ATxbPn38~;O zc?%^u6D-77e`!C&%Zs^yHBG)LB3c+KFsQ#=a~)l5*yquxRRPg|_iEFcaTTL6_B}fB z?oU>r}SQ zh!`Q*Z1#CKwD57_!@RR{R78|L3Fca+(I%=dBYd%Ikwo`&Wv-(|c+6(cmW!J{@%C-f zp&!d1xEW2O-ZlF->34WjAn2kzovc?EN%X^U^-V_CU1H7>4o1F_?!u>};aKW(s&!CoRzn?&YC;ODA~vwaz=Q)0IM>BYpVh_J|R z51WO;sY=$iH&!$JTO>!vqDi@J2rh&0MZU-0ti1GQt3k>y%Pa!2+EZM%0UPV$)5eqE zay4Fv?;$hNClrokKm2ybYMPwjE=}eYokhJX1V2x0_QtR|riNh=oN8FGeJ{3&qAY@k zW8TEDV3ny-yTa4ZV#9752kK#4L|^R-E%fYfz5bY@w9Rajmj5JDJybX~DTUUF26~es z0?#FreHfHEGG|DQIZ{8$Gv56v+}^fhJ+_r~+ZYG-s<(rdwr=$3YL7(sb?o&~l&Uh_ z;rQJeIT94BKLwAN^-S1z$r7(K%hco`GV85{y9)ouJRs4K0|E0tZbIMGepPHfAs2c? zFfu)~AaKgJY>Wvr`lb72>R1Tq50dR4vKQ`GsC8YSLiz1*VeuVOr~>Jl-5bhRIIHJf;9 zb*z!>i8M^~E9m5s@oj#)cSNwUvE9zug{s+_+LLz+mpP?bxet2oSU}<&WWttEEUTeOGcnWQ-U~x)m%8T%w2fsOI=Wmzv2z#12{L(fgQk-FY;cW6w zivrz)5_0C$t!;d}by-J;fS~8&%DwfwtmVww+wjWCeOd8Jzj*(ARb3_YsHV-bw@elOO&q44b+s)tW7!SQ8qA|c(HZM(WY+~nj~em;NPwuvaC{MQBSUluatcecS6z8lC_ z+|I=lZap8C3Z>%dMwi5VYKKMLxp_v%TN)Oj25eCgDAa@*)hMt3!&$dZFIFtNoH`;w z5x7f`vfv*r(2N05k(1r1%gPs$8r-Au2G{>jI3o9V|uyBG&^Jygpk9@msSmk`$@>~4X zh0Ims5K$ICn`|$Yg2a_oNtK$$cdlq3*L<-ghR69)CN&J`0=(I`Xn7~1lF;1*_1@jm z;e1cPN1dKW94E501oy&od;gb%LPO5|_;>dpGwzqKKl#1vUes1PCTS;^w#ES1|^BJIO&@csd1ghjiKrvPVumDZu;NaAO%Ozgv%_pw7i zR_oVZL=${7zGUPkeSa>0aXD z?}gXWt}~-y(eI-&BO&hPe#_QUSl*)^TG1x_hx)x#_0X>ziFGjMiN z+E{`+lg8H(t4Utxb0cle3&)$%-Ys_a5qXAxH1 zwWVD`JNH(DLej~`+@RHS?Q$M}zUD{*mKeL#N(pOS;Rp_EGKJa{$`-!2%nJ46s0^ov z@V&GZVa)6tpR@dzgy7HLQOdupn)QKYokq_6=WJoHBoXWt9%^@CYs)JjcJoR(JlK`d z76%hkl`kp)jrq%NU5eO)g;_4aWm8iUceJ;re(}A`P1YS+v?B0{I?LjQe=j5R~#7uOJk5|{HM2n2yFg5|NPJF zKPca&wqZzn=&zH}_UvPMIOCfr-coFa33V(#s1eI)DuVa$#l$7YM}4TCdHkOL!sDl3 z-R~(qoOxp^a?eqoP2tJujPoL{fP~gLwrXqPw?sd|Wk$E5UUTwZoHMkGG*fXCnEoRK zeymfu9Q=0=CI2i#`ZUo{mqgCea`F>+8!E4`n0t@#A&ft@@YJDvNBu1BdvA$eVTv}& zr+9zGz3VEei+x`S&fTueyO$ixS3*6Fi6u7f1@l$>i5!&vMXPM}=v0nUjgGe{_Sp&$ zn_XqER}MQp$o#{4eaiLaTW!;PWhd0SD?;YEd#_oLOpr*x|IoN!fk75(V7r8OCxT? zaKJUw_BAmg^0=iCKZkfAkz3Mmt+?vb3ziLX`sn<(>99?|OM;S}7WU{~T9KB}V^zF- zf9@`E&jvKVh&0w=7RF71pU!_dS4FfFCO4wQ8z~e@b@`A(g^ZZ$5G3BTzJ2$q#?3y- zU(FJsB&5cu61)xyT`8g z_N~$jQ%6-b3{_tDUNvd9iW<0)pT#mWyi3o+$E=Yg?!KzouolO(tNZY$UK#x(b*%T$ z8_4Hh0Y7UVe~Gh^-zQ)6m>qt2W-;?AD|Rol+*%(b<5))ol)IU;vkChjNjjJUnW`&` zAC^1#s%LCAd*G3vtb3@nN#ShG4n}>n^C_)9(I)&MU!_8*`L*3wID*>DW4icH>)W40 zMRZhddF!EqQ;ED#+oY${0$2BYwg(1HOx{*uvXqkqMBG3)MYVHAr72P{{R&Pk6at=% z*>sV{Y+7wH#`iI1C<6Y-<+f^FV&}5S2nYcc6LwmdZ{ODnyr;H>yASpy=Ruw;`om(v^0c56u%nQU}0ye3cH>6 zw@=tBTybAyhD5!N%cGjuPTt)>V(R=`cbje?=OlLvS1Up(7cW_i;lZ$1hbrUdL1>0n zqT$6kJce`fKci5Ly5b!CqNF9l8gMg1TS#gV&%LQcL*t*hPc06FF`Mh&YSaAQ<1{_q z?0y3Yl4O9DUl>n#68jWw3yF@m^{P&CguwLFQ{i*+*mLnCFa5DMqqvr9<5%XuS%Jl= zF#lFkd9t8=@%*>_FU&{3`aKKjgokZ;r0Ep47Z^rs-d>c@NNLtJG*&a&-j6&Ojj?w+ zjnK;X9EayjciRD@Q&NwhFeSVV7guLS)g03%g#)opR2Oh6WT)HKET`k zH0P;7wAC2#`h)_b=&d%bJJ&rb;j_l56_xC#5%!c})u`t|XEC^Lz==osTQbb9}|oIx1nQ?Z)Ia*(^a7`=vFhhvZFBf(JQ~8()*` zHL-DK=wqYSUf?-WeXMY?wxjYC$hgpSl`@}jR=FNZ^-2 zJ1s7;)VDg7ld?G6z&kfP*eU-35+@bRBJM4*JHGYrAOkirqj9NPXZ>&#A1{-Qy&H(q zr_}yr?zYRafQVJB?z|Xn{ePe2O|lWtZq>D5(sCu_SC7HFuCnD3HT|YI zs!9yL1P;>r{)3qwN<)D0Fpd~ z+_{}bvlVNl9*s(WY+?GSF2bAfag5ZtDA8nyM#V{3I@S&2!BSO=1h}Jp#XB z<;$;kdbA0pTUcr%uVCs{_fd6Y)|GyL_1 zUzPC3G`>?i3$qAc)C-pfJRkRFhZS~`UK6&AyeYFu8c_O`Vs9iEnXNyki2t&WiaSF|g&X?p7vs}`W5_fHTpoLT`E}+)zYPOr@wkki3#OcEEhO66 zRl%C2ym>Ff4kSo>dlw08xICruV6HTFYJB1;UW;=?T&zN3hWhbQ%?&K^(v-%S?_~;3 zQ~EhM_G)%RmNiDTaobK-k1LeR6_$sCY(1Hl?Wz{PeYO(PCUA4zauo0Fkv@k=QBNEG zbENve5Jvt(X8C6n?|*LpAzRU`zEZAiFl^@eIY37`eU^C;bzKs6+IG0sT6(m>g;Gf* z<9oDk&Gyd1;tx%QsUZqR7lJpCJD0l4!|y1gKCUz~7F1Z@m$haLyUVG3^onFPg2*8v z!g~hq(Lo~^JaGB#s`-s4ynm|=#`0f{Yc$cf5c98fBvJea9 zMS^X<$0r+>UA~{m4DQ!@pG?x@2gd(Mf%yOK$|Mt)S}q}=GTJ%$44pQo`WZ>-S#(*j zj>C=JJOAc@&k!s0n)x)`cv4(s`4=X6X+_Oj#q#_Vb@J|JJrcW7v(9Z4g_!`_UFE8#5_q@vyea- z4I1e|?D86%pmcVc?{`Cn#-+R?Dh6@`$! z8VSKp)e#q!hm$pmdm9tB*(k56Dl0`JxY0L7+A2&c1W$)=AoN@WKHuA+ml?hi%>Myx z{982$fgnPvoeLM1s+0QMqWM!pdYvl!{0l~wkN4g$Wt@TvzOIcw z|C^uu&lj18iJ2wajh{Yj&jyt(1=T8_xF@PaZrQ^G`aNaGF71kCNF<5Dg39qtm9uF~ zOa5rKoji)~EB!RZg)l&!(e!U16?r$15mvPCcE@Zq4@b+7sRrIEyUqaD;u# zt$(L)-VkMGNrN8#@YBQR5&i^EP1B}_7Ac)uspYJhuIozlRI;fK5?wzL;h;5Tn|v}0 zBJX2vG!C7vtIb3?;;**Q*=MMJw^VU?co5ot!d@(;dW5n)CCLq+DtvpwM)Ovsp@9XJ zwOk{)#h2CxXJo=f4DbG6`7zrZ_#DE#!}M}}TfA?l2N$?U#L4n5c}85kFcD<>rnt9W z0skW^TZ4q*{uj-VcF2ppC&$-J0B&qMm;A^eke1@?^g}+d2#Ukkcl1?Sq6lq~Kix-h zI>((qU3KhOefcs}c5nEp-#9?#;bK?J!^^|HJ_H4U1yh~RABQOlB^syq6ZWxC;LLkW zx2U7Yk^IL^m+YDiev$xVKgM%Xt!WUxnwVyd;2WpUkfNOQy4H7xEe6y{@Xa>$D#6Ku zFS(Y!><-h&78n^n9UJuVVO@;-W>5G56N`Ka;zlc`j#Zdj8d4rXp<}MADnnAUxrh;W zEJ>+z_2~%%l+jv)YvIoRnGb&bNw)_cMDOp#4amg_B@T%xt0CcKb#xH#_BLhi)2$ov z{Nn|-p54kKV7bcnS5c)YhFV+xKa0BwT?gx|E`^A|4T*K2`GI@iz1*# z^a^Y}SI6qBQ(E@9v#ph)7U0R{Aui{!#VOtkC4z_sGDV@#d-jqWtQ}ZaB3y&r;KSV+ z#E8d&V@A*^(pWu1aqH29Cp;4G)@}KIXt$PH28HE(G)<&8mC|#7L=eWjRmbwxF&;oz ztTHE*K~IFZEoVh@`9Bv?=aNyhGdR4$u>3ARUtZ+!=@a!CwNns8nA*{46c} z@?nLQ0ZM)TFd}o^SaLgq7w!{QLtGAK7(I6yCR2-?aCg0h8I+~k$$Q^H_I`ymN}`Ub z9qcKScbcT6d`0RbIp7efBj4xWEKiPhu2n|z7ufxaI23aJMGgrmJ&1o;=75^oRP_HL z54`>g2fn*`Ede6pQ{Le_$~MJT-gb#^vKvt1>0k{gwW}i$fRCD&?S>X!O4{93vWcn1 zg>hVdGpq6^c9l@1=v|hkp}D(ql1bV0%*UE$GP9FLYhyvq@Bo|>v3%AI-_44%96IliXoi_f}rh6NO7DNqrS1~v!=y+`7bXtqFJs+ z^?dF&Q52o-cGz$0nN58frdd(dTTj-u)J8Xdo_5(;L(2&2+*nU-OqNr>B)r=nBKQ0f zNR?n7DY%J+{t+YCwi;zaZz>)^w_F$SMxf~O1xez`Bi4)#;oc-7YKREAxBaa)@l64> z9$JRf9!Wm9`C?ERlNxDFniJ_l4kJ3>&rW=Y!#Jg$@d#=}707M98LjoaGJ{=yk?7n& zUh47g5fTm8$deGnD!+98@x%LW^GbA}_CU!t<)*&?YxSPO)4Hg6qD>}U4cCA#Sm}BG z*z^}}khM4aE?!)#kdKU4pbLOUC#Z!xwbkkl^ zqX&qo3aA5)q{RWTmQ~FY^=5`O;gdCiKDW#h&cyMdd5B-u_rN5 zIDbgK=Jyj5^X*Dwe?J^P-IFM_%qZ$GAq3z93%i5blZ(sEshWQ`xdim;sSI2#pN*i7 zDmC~tNr?(^{SMxg#+74UzlL9K{b*gFONVffq$XW-9_BjUKw#d^kZMg^<6i_rk^kFX z_s{aq{|ci6>NNg!Swmy|gR{**^0!&|3@Zc?HLbXExAnN**&aj78625IY2r|MBHN#D zRy>VL_;!gtRik39FjY7yKvgnBy6sxiReIsrKyL<@2=e%L13~;^xd=Yf4!a&I9awI5 zj}@w~e^ioY_ETIPL&RB%>a^!VcS-=n{);fJp&uLl6uLRl)Ul&U?dO&GIu|fERqu1lNN0!cwzzEmX_RtjmagHWDQ)!*ioJEm%hmer*bE`l7E3gJ zt+7jsB{dwVH-B`GP*S|=s6=<(fmn}Qgs)?l@J|?xBU>@THg}bPN@@9v8opQE(@_^( zopL(?Y#CZz?k37W7N3?E5}>5xrvID_B^3s&e&~+GrhEzC^CmFRM^JXd7XzK8Zs`wW2AiHJZrUGk zr5xDOo1T83nkPZ&wKm4Nq^j8ADl)eGYMW;>CeGVrWU{ZQiNeybV{JR$Nl6psKTA`a z^d`mhqjv2~g6A`-5#O(=T5*MC z8r<&0(e|?K(Rp^W58va;lXu@~V(<0XJLrQTiEp_z_?jI4e$OFy8;aM7SK#Ivi`c>? z_B-l!p7`r*gwSBF+s#^_x?k@>OwSH^#7A=RCu zDFjtJWnDzpJ25)qA5g){u3ZN^N2Py zF=0;6y#TVHO=lIcmvAq1?O-_fF1p2BnVl{yS9U^N(q-31bLOZ_@!S(CpMx6J@?eO2cBHM1z*)-G;qQC#JqQ@o-dx<(2Q zRZ6>=)=Tk~>OvSW76_iUENXNdPD5xx7sjPAT(aV0L8f&XYlgxtvQ+fg(!e8>Wa&$U zzBdaZ!*6M;Y<=3UrN54SfNVcQrOQ;DRWhf=9nn${X*)rLrz||QlRmtg+ixH?z)N!AQ#q}jlWjjRZJzqwTuSAmEY01*! zot=|&t)vo)U$(ah6;5=uT}dj}-=nli>{e9}z@x+2`G19Ir4WQj(r!!APQI4fN)oIc z{ixaI_mze!;YVQwZT;`R*YEtP^!AU6rLf5s_EQ$QNwaY~mpn2a!M?}pefN77f)W&m zi}n`2$fM_Ch$&H1J6CW_+^am*SaKV)sm6QOg}G;u=sq?f%IEQedy8B8e~|Zf8l)s8gh@9d-5?-c0!nw6w4@45x*L)1?vgkc{~gcT>$CRRYoGn> zSI0L~bn2YYZ~X4@B_qclM$OkT_+`bXGOsg4c0NYwwia1citS+Kv3Q61OVawV zNj41qvVsU#NLXh!Vz6I5291Va;2`+`sMP<*;Qdz)6p!#W20rffq7T7}FM_a0v9_CG z2cbtDXbZ^OpQXOX!J{bg;t{FeAoC1JgVLIbyqDWP_|7)6E(BE6N~PO#k*4sNX;Ioz zaHu^_MU2W}ph>O|u0hZPObxR%a!pk?b*sP}w+2?Z!`bD6Wf$L%k9^hT^K? z6r6LG$qNxYO@>%ohFC-|S`uGE60;}s@ok$gRBPWM5+DKphyGMp&e4KjEherZhLltB zrQP5pBVA<}$G|7jR}OiV?Wi>Tlp71vz`2PuwkxcBB(|IwzpSs&egUD6&;2|j_5JOj zYPcUdGK+!-2Aqh;pWpxI-2U6t6iJJ-c`{y#EdSY45>2V?4^h}l20Gc72OaZ}(Kj+j z&x3>|i+1?>cb-lp)Ta?l_b|CerQ!&ZqgD{?;H#jbA7->SCWUy>acvKm)lQu4*5^;W zp`H_kd&N)T%70P5{U1mD@9)C@e}8W7-C1c1WTk1Ezkpd=dgUN|fBtQQ?%nkFE;Sj| zH@fVd*jU!{gyYVC1lUA}3h4h7l5@~SKxrZtH&BU1BH>)#Yo*TI*d7LF6}9n*0#0 z7O&&QDb!UB;15rhcP}zs&cy&Tk?)_ zvi2XQZ-48)c=){=!*^?D>u3VEQTNO!Ib5ko1x9{NcUSDJSuv({F9uxQEki=vEd7`+ zo6SN&IC60@`D;A!Ll^%g&y<}=Nc(Qp0*7_tNv`)QABgT4trQlYuD-`9YhJlSFC4|mw7x4LDnu{c2xfitKPYE2F-u!PhE4wTQ>Mf)k6N87 z*JR7c{B;R!kIr{99z=U-lsr!wn#*~>AjbW4AmY}VdGIpw9!`{;0LWCoqVIUc$({a4 z`gXthVR$z0d;9qD#*M;lk?o(ChK<|jf>LAIDGCG993#lbpWvGO;ZmPu=tbqXq_6zM zxvWDMXtvMOR`7;0*A{+lN-<`(6<}DUjmrr@Tl7e7S++-VbAml0p5p1=H=z2shS9w( zg7^%T{5KiND1SSBn)$;RyuPE)X}e;d~A zB%S2?a;&CDbYRJCg@H662$B|+apVe%nKzKIXC0XP`aP~2zxU45t0cXwd(la|@l`Af zuJv_vdj>=oT|M5tU_0jH=YoEh%2-*WK8%!cF?H zJQ`XcO!S79kK<#`=LEwPdovjP4f8m&nAGs;5Y|@g)~r;jOJZ!?OUv|vBHCl+Z|gOG zch*$b_67;)1YNKCE#-Z9Q+Rel{OtBoImlnbW%@kYU68gefFOeF*htrlm@)8|NS&z7{oDB)oj`?T+ko&&sz| z=k*q?u5^q^FD37+t>JlhQS_=hNoW2Bm3|@tV?jOwEmUHpcs={58{5S+-=(~$FFD#W z21gK+EXd78K`Ki^U;uu zeTZtarhtU&8gr>lR&=sU`itG~rvu&$|Ijsrk*pE$h~B;lk|-w5ZNRMrX zGVntWc%Q0SdKC#@7*r{%@CdSQ4OZE}(4KXjt zm9P!QSx@&QWzsFy1D1X^d977t9?yLxbLxb9Pk~k|v@?WmV0oR;KBu<@`7lZDlv-W< zHb8kwVZ#JNP`&8T?*o%r7GtqAH&UoAv zwyoqD5yYN(E0L>RC&z`sMfV!2%Y16h&&~FuIZhfM`CobSKYEZ}xUGZYsTcRsZ=Va9 zZ(k?q(?=!oqcI#mu?ViPVb{y2Q$+fZr~G^_O8W*=Mfc6`vK(n>bU#~P1J3gm;)`+{yRHi|E$M(TTQ`|}Q)PpH zZHn>S$xmGP#DKN@hy4-r3auz%09w4n@Cob1r!21-B6xqA+ibk2t?!r>mg~cyiPu9* zgGt_&c{1<9c+tPDY8%(rccDF^e3z5C&CxOlCxrdjOJ%s(bXjPRR4!^SeUvX|PBx4> zRuZ{4t>dKONeqAaWUJGq0=+-5%td&drIi<0@toLAPO7!^#yTj*?meDq=iKnW)EfE6 z4?Jk4Z;KJtgzHOR&$i1Id->wX_} z#`-Z~WhfEhdE;%rL*Zsg(4wc~^;E&X3z7ex&?vwagoN6(4te{sn96;jW#QWGV(cPe5xmw?uef19 z3<*7R=T$OPusopE(2CLP{qmTDUlTF2{3rM-2WU4>?*=dP3KtAFgGEp#ZuXdzYd3IN zKB_E=u6(y|=G-w@`5TAT-S(o?hJFgAOoXY0WL#e)Lgg+@pQv3FO7Ii22 z>>n!_jM>fMuzR>CUXr#&mXm@mK}B0GWkp>`vq9sOEbT6Q464C!sT=(G@H;i&g8#E( zE4)%{hhue&tcu+Cp5-){*DwxL93v)JqDo ze?KFPy)1%gFj>BMc-Xp7abv(I!zxU}5Uj3@UC`^=*Ag1L5S?1DKZo`CbW5CEXr&DfoGf5- zD)o}gvcgM&StQRd6|8T#3bP-^2&@oy@$QK}Y5q3hL$O6P`*FdUH$XUIC6UhOVrA;6 zT(D~q^+OpiQbY2JT2m0ILtV1Qw0DYCfXr~%85J&zs63w`4`Ov=-RMU17d8`IfktOzG~yMjGH3jM>`O_#0l{Ys1?Zu$ zD`tI@-U9jRr2txx;?L^*GE{Jc=<0X5llc45jq#&W9`)SALEvVA?(+{c;`Yd1abVy% z!-s!Lzz{c|9sR6D3Qk5!ZtZztPOrVH_>&Pech+sj{aUaTs>b~u&`15*haJ)3&L*%vh`WZi^?s}lTcB6lb1C7 zL>`eWdM1z8HPtoOMr}_nKigZ??_qgGLhKR1PwhvaU1@t`yJTJV((?R{YK*SQZ1yYN zC~nuVQ_nd;UXj(TOQeO}nb3|kvxDQhp8ON1t@wpmKQ>jJ*;g&O*26WkuL>-^AyD`F zFNSs==BUxI8W7?BLrJH^w@7=-p^No)j&G!gx+9V~2xD(V+A|sMZ|g<>woRixIwF-n znk+%$xKz-p8QY6^#dZU%CR>rEPd=^)2VgoHRvX@g&u-j$Gu-(b%!u81_S`MqX)Lu> z*Su3&Vt>+!5iDTf{Mzw`7Up1q7%{qkLzR75(i!6=SrxC|X8Ef(ndn4fEgVjxRa3w~ zu6yeTO5F{5rdx^DB@N(y#^yrdd&9%?nGdSgc8HSBh^V~9`1-d_00}a(F)xNPt2?+unNVSM;Gx_*mUNRao1P#$EDs)n$H7nOqW>M)x3Q>6T#xHXik3{`%~C4cGzzq(f%C= z|MwN%c`vymzNFGOZcbX0UbGkKkd_a!^}YQ`d>wHlTm|+@xd;yKrvq>%SIO)Fz7|jE zr+&IV=J_+kG{29Q&ra+vr}nL9P*fV`#(V1RHM8i8wUy3vSx~TTKr~YD^$-?aCnAjd%a6_I2~t6u*4)j#e~bhr>EN<7JOP@`n7a-=kvV>i3X*={_{;`oy!lz7&i zl8sB+z2e=!`ot*yOP?5uuxej@f25&h_gv<31~?7XxJsUB!WC_!?SL4Vx;Q&X<8kI& zIDY(^e_SK^`&z;OuSo3`cjy7S_G1A92+`epiCf=^O9gviKrQh7Cu zotR%g1-w8Gq{LT?LC8kIF-clO46q6KKuK{4SB0m8K}oy&2&uaAC2kxJ0#(e1Qa_s$ zA>NIyEAss`&y7KoeUmu%Hu7A0065-Tdw~|K4j296&)oQwALy z>n~E%(pb}XwzsMA+TQ{cAa~axXhvIgAtx8JsxnHA*Afwd;j;|-b5ozZ46&K1$_tOC zk_>*i9%|ouMK5*)umiE~)E|Y*Avd5EV(#Oq@$nCY-Jp{^ppXMjM?GMPHMt%HKM!U_ zKSr(L2kePs;UJ%1o&c)V=*Gsx^p0HZ9e2uIyxlZ>}P92t?dBzVS0s3E=DY~GxSyD(TsUUPhh&RJMMUk zYBs0O?U~l28vrI+CQpMve*_@o{sO%eyM;e}$`w8Zh@x0`#*Z8$rJT~y&0=IJ@V4DKqng=4@dF}PUrQ+yFVY@vY>VjjkI;=AKM_H)rUFQNTuLPYT22#e`~j(=74)I4$2`mG zrWjT%Ot3RU(}b)5DsC3?=8ZII2KbP{j9=6cnrTqMjU!d|;`f~dC?DElKK6mKpYPR{ zHG>5~_evkOT3yg;7mH?&tkigC*e?H6EG;KqEhUG{XIQT zEe?OjD_^a0+ISUm#qDE3n z3Y&D}kXLqfc8*MdR`$<%qycJ1qy;p#$8`fxx$dATfquY-&Up^_qvvga+vt+@Sv_jx zt^duKKEB4gXRNGrVz0G7S?aOjb9GKOuO}YI%q_TYq-}V6T`q+1=51nzd zXQ!uS*#I&&HXwiDp;u{}&n>OCfuiRMEE4o1Z8@K{)>{Vs?CCNDwHbnwlad&s=>sia z)uqJhey7<4>^bMH(I9eK0p*ropbaMIRjqtvUXoeb@O~?fimYlcH<$LAio7gf4S|p7 zabG)QB~RS#?e3;T%#`n#Is1W1p+Yb0cKDsF1t4o8i8)^|ArO$6M!iOI!ey)*HyzID zEX1&H?`a49xF6b=etAlbM_s*?YAA17UCUUdy16( zg2yEYZYs2<$=i5-4DR-)5I}SNl!AV;2j~*#PZI6I6~pxb(3p-&g(^8P?@rgC0__v^ zO!DfmN|6A;#pUIt0|7iutzSAL9z9ZR#(O}aE6L5il|ESf5r~U+hNgRDRfwjIt3rS$ zGl_vBi~U+lOX2hDCjeK1+GeD-Qkqd7pUH3mOyQGXmAO!=kI-Hl;O4h~2tlv@Ayk9O zaJeUmNFVdQX=1F5i{nF)Ec5$#h1-fN9ongxf;wikZ=;TQSja}SCtcr=11y52qtvVb zli(b*b+6^fl#Xr*%I7SduCpaw*w=y*zu=gr!rWZl%1yQPQo}4RF3!F--E1~EKU%oI zn=&HoiOlA-Kzl12`>pDOD)i=hrvl&T7VTPzO*px3idaHI5(O)(w6tFoYT98Ntc!9a zxAM$o974lrQo22?@+emNltxeL`=)MY)?l*QfD=R$unvL|N0R+t4;QNDoMI5j5gk-} z`@dyG7Wvg|HNixhfpms&E{DT7rfrpphk9`ghlHW|N|B;H?(mPAKVjlvKp8eX$K z0QACKvL4~)fnj3MN1B=jP{4oq-knf5(n43ZgsNeM6%|Czzl+ov$|1JKWZ85Y8Xnmr=G9)4eYf+a$))m&BzxCn=XE2MZSQbA==~f zR0M*Sl$4}yw-cAQKo+pd7yXja`Sm6sa^Yow7Sr`%3JN=$8DOu?Gf+1a&k^v6mzpVbiue;07WUXNmjWDcpTthz>wkOsWrucH zQaM9Z>766!-7lz}onDgHUIQ={5Mej(PmJ{ggEE1g6leaxK zKK^n-b7=3-Q?eSC*`EsbPQVExBUi@nxpB1cr|cbZk(KnZ>L@&F1AE1{g2PODp2(~X zvgV=Iy2XoJv&gTW7j}+W-Q6u7MeU%8esgR6(sC65AROuF>M{`uy<3%a!N`F%IPWAj zsI26BTRkP9gGh$M>rVn2(5|eS5}Es~1p7dC=Bi5-5`#JtpiFTu*tuy@rxz7Hxd6D| z%gExHPMAtd>lyd5I_$tmVhRCbwMDZ|>v4miK+I+GaqdN8(aGeBkiZ9+wMoqDr~Cvg zr0)&I<)tfHhY!A)0fwLh70rn9hBH5gvd9+gX0`GAXfJ>acqgZ*h)-1IG^#p|sYBbkdBm)6m!ht zEIls@IRv3W&8t6)f!H1T6)i+Exc>9zQV3_cKH+{1fY`F&22RH?ika8hyuo%eglu|@ z`=Bp5k*kPpCmR;#L`hvD4&XUZnb!HfXB|eDzrVdObSzLC7RcW~onAl7e)=tFw8`Vl zibP?%^(`Pn2x9TPOi-B1+B}8u`RzC>d7T%%3NWZHkjc@D#XNb3q0s}*49?3I3XL58bz$LmkX#F#2Jz74PmxKc*hOs~8H5E5^MmTl%&+cI!X=&+T zAHqkf-vAtR`K*A`hVTk){3up=`>2y{u`Ztjm~np9hojRO{wXalPgDR`{$A{OM1~@? z2}_5G-x`A{*-uJb`ze0KMiS^A|07Blx@qPBfQ`%L*l<%jFJ?NkvOF@nPY^?HIG{r>wna3)S~p<| zfUdU<1LXgGv&q^=O89OuOgt_aDx{O#kiskd9S`{ycj@Mlg@4v6k;S8O!?spH5xKl{ zYZ?8#6srE4XA4StR;&OP300X-n2%gn`T!(wJD_2hW6#=`mY&{Y;>XBKfPwTG257^( zGphK0qj6%MIYOfL@lycYTT|PaAb!oW9ElPL?l5J_5vj6wQ*)7JE9@--r1)aynP!O4 zF`4m%#Lk7%Qz4g{UQX6;06|W~s@ox?hWUsJ%2#^-{G}w@Q4{O$76{W%a5S%}0Z8og z&p!|(;p0@~WMwzUi{h!$X?F8{O^3IfzZ zy$e+h4XJy!H+70$YB!yLmzt)%+eP8q4{jKe=ga81Zb%?CC0j5ug9q9{F^u13_j5yt zK6EpW{Zr5E2I#L|A=b&1uKP+6AiH;o17Hqzg~6WSlwT7LK?GNhH(D`rDBl$SRW2%a z6L8qp9xy{OhJ3LYuM`x<-Y67Gj(bahj^OY8z|4OaN@{icqQl{P=iyTO8g4lC24n?r zJIOQzdX_-^*w}jVs2mG#ey&uD7(LFlakiKDEv`<^(~ec21vf|qbUPhx3{gzYV;?FJ)X)=^TGg0 zFz>g;RC!u6UY4k89gFYh`j7$i>osW00Z)ej+*}?@+e^U9hSi~b$!(yCiP9^81wj+C3 zDxcB|>q#y0l6a}qJ;8DM?U*jk;LUhjsoRau#ahBS*Z0@8leLUQU+;tOW&f*AsbXv$ zZvvyw{<2x3ou^{riuk4ldyo3IV&Q}n;7W5u)Lo&|gsg!UE$_eRszPeF<}k7DW?t{&XhSHg_69N-rfb-)adryBtI>-yYB6mknaAEF8Mx3WC6rMXAOGX_w zhl92>l3v-w9L%RdL*M&koJ~;Io<>S^Jc)v`snD0g>tLn2Sx|+YP}Bh z67x&H^5FJq2`7LA*P@?)UT1_k5t|9)jE-(SFC<=1t%G#c)w$SnIt(h@?k8Jhs5jces>qo zq%1A+Blh(482qY^LlX5%D=IIqD?*!Vn`Zb?%DKx-q#qY3{ctNkW6o#U^8c{^?f6+d zMReTjCSPI0OWFYHrr-Bh5S=32cgGU&elEE4oeyvD)RYTJ)M5@N7iJ4$ z-Lyv$6?^drMDpNTuhr{YLtpIEdGiI^&>TF;387~{ePW!yU)|r_c%58bE%^K?TcTnA z^!1(1Cvn^S-7~&ZWM<9M;Y8`jbCs`qfFFqytS?EaOb*OH(q(art^*A2nFT3L2S)9| zJs3tRkFe3r0xtyZIuMLCTvKU>^Rde+Dj14#4lr|I!%F2XuwezBlnPGj7_mWCoR?y? zwYB5jW78Rr>nkgVx25==VIE8B!@%bBG+0rxZ+CZhr7JomT5)6`U?FYywGv2UKxk!K z-5mpTjRNf%ivAb!f#qr{CXGh!>dNqH22TavbxdH7k!IfH+GH^V-*%Q8GInu!1Ilfu zk(1IBJOQHf9wbl635HL>mA7InD#y=)@moL&KKnWz1aiehv>z;p?WWOe$nDj**!3F3 zMG@1xWPg~MnyPm5ZM2|v0)kcH^B$192^HXPVWW^Ze0I2SnEn`~$c-n9A}48Y<@-~# z9*?f!)5GP#83DFduzMxi8?4%CC&VoCGYJ)yeaElCF5}7;n>5<(tr(PXJif0;i8C9? zDqGc4hDS$iIDu{fLOL6fe93P#e(7X&FEm#I-;Q*}Zl!gWXD>8=N=T4e&$5GyeB#ny z!2CIMP1&8=SDaMRIsy>51a7t|ETm{@X&tVP3x;U?SP0U&Oyy0|H*trF;oyeJ9;2fJ zDt9!wh`d;Uh#OwbW4rn0Z(|`R>VzqebnwMEn={@-3SS&7ES%w=9KZVS2~PjXyK6Lr zAO7Yed?x3^>mo|*6tU8O{F8_81_$SWXo2zY+5pdk^6)wb2SI#z1(*7l6!zQ?_VA-0 zsW|lE^*iRj{fGY_|G92B3{b^e_g4V9TGMBHdmBJv6650D0eT1ErM3A$NJ-iC8*6|j zceXQSZfg4bn^PB4O>l7V&CLx!UfRz!9D!_tPgH`Z()a!@A|fI&N-AXyq@jSm)iW?~ z=9y4Tt}m~k(AU>zy~mqZT56Mr4A9f}uTuGq>;ejZWR;BPUSd`j7FvLZbpcAlYp1M! z8T?vVDNxSvIa-!VkxBaWNn6SufNoZo0G|ES6J$4Y9*(@qgUiG%wxLhVaO1^m~$eRGB(c6 zGFw|+eL$L~n_unKFZ9FHGcb_8@LUQa0!%r{pENa>h*|>f$FvDg2y_%=a&2Fj-NQ)j zRj|}qx%ILWeF5~XF<<4GV!H4ZK!~&APOO7EUKgSKVwGv%DJy`1KKs^oI;s$yS;zqJ zwB;K7@3o|)f)->B0H=`2W7i1a^iKaIXc>HsE?(3cZRi*;QU{mwvZ#F+kP&<9wJ}Nk zJ!9Z2bZdKu39z0Dp28wY2N5j^Ac0IDX@^TW!N8Vn>t=|0Z}05P{L1jXvot*fa?Kb# z7KP|suQ}lDp&g-?zgUrnP>Old#)aD)~Qerj-?3`*svLSu;$6H>d5Di%w*x(Nadt@umJ|e>f}f#4?X@ikQ|FEIj84J`0R0 z4G~_699I3H(ACvd`V8`&xo_2j<>mTKR!1@M@$K-C+>a7JpR7_9(!wP%vat>J_upJ? zWOTx1a?VjQGb=OStvOSBff%q`tB4ODkj@E- zh|GyEG&D7Rjyj3FoKH7LuqXy9Q74H}?yfc{S{nf=W@8IeD4P=q63G-09%%(f00JF! z-)3evY*l0fB-7B)&|Q82HxF5QSq76;P@o~P**wWmX6MGu=+dBv|Z2a(^s#h%V637#@9swZZmGc?`J*NPZz+f@jZMv zv99aEBE@~7qw~crXI*tpE_Y&bvbPN^ZUTECL@d9GENiEQ)1q3MI(r7PqY#)wAfQaC z!h8U&o7;Sl#~OniAqM~XTxTZ$9DYQD@z@~kZknF2Pk)8(8cz~`aygGrNH9Ii1RFzj z2AJ=HUhmaY#)$FFxBChoSF@^;`+!kz&Q3Tg;RLFA5B^O5W@7!k2QwXAXETgONXQdp zg=G9!UwExGeSCZx;%3&Degy5Kl58cL9xtR9P7tT?**-4h1Y11aJ~$GA&^ldhj!iQ9 zGYEZbZ0zi@wmbJ|wYl=`C#i5kIkb(Tj45<6&2qgW@7{>VJkt18fFx-VQQ3ZgT!>jw zS_&?w*wD#aukpRyg46*26#lj(4fz@ePG!zUDP?XDr!|HhTcKgKJI+}sk@sA)``A)W z%4{O6yT6}j=ruPGIL*b(A|+^K+UmW)iGQ89?W z`(QwF8X7*|@BMDN_z{RIm!+CNV()STXt|ecJ#vjN*W3V0adp+C&YY=Lw%pG)PvvX_ zgXf^Bw5VuFq3z~4JU%m96KZjK{kV)%cE76#MB9mxh6`=_*t7`;;$Vp49_f zW|hw(oj5@MHIG#S;nu?}FgT_ZyXUk1V4x;;567T+TRef+RzZf(JKWbLlf>Zc8Jkpa z_5#p(fGr$(qa%kMeo6<6dRiixIQbpQxp{eev2bRSUTBS@ArAdO1Zj5j5*jyQqt1j4 zr?h2CbaZaCXbwyLv$K&)gd{hrMnCi9z-S}AE)BR zgwQ;Ho^-!ARuF9vF6-R^N*S_JJVj|LU^;Mj*v{5ilKV1zfkPa%oVCCR8GB!*3mwK0 ze`9ZCMAZZeJ^JW@adEg;X)!UGl9TpE7zEYX*#TwxnX&rXn(~2_h>=gE3rm)_41bP=Tmfk|aVOlpR=Y%8@VcR)0sgUkQ~!jDOwVr;=maa|)m{J4knfhxbczm? zmVqIo-cJM!G*Ap}qr{vIQ0~X|z?qfQ0RyQmT}T;^^jI}%FJPJq`rKTCt)eeEk$yq7 z&?`ZHZ_GS4$URp0vWA!Xg!oOJ4X5Fn!dH&yEOROhZj2n6=tKo@_S7EJ(_k6@ZggHw zkBv3b{w;AeBR_;6hMdXy6YW42#ILJL$QdxnK$+{OmEPn+E-X{YlWup_w;mDTko!`x zy>f{G39R~ft730`&$7=p0HKkd^dcAYNmU-=1}PgL1uLPL8L-H&$kaX8`DEP=N_KPo zftt~!U77h44xwQQ?43V7Fd*_Dg?K}+30uzj85m@c+Dj^0i(3Z1aLY9Jyy9s;MXN=e zKEhuEH$2vFk6U6M#4Mcd$EzgVW}hX&E?{C0Xw(Eo3nOFVfnBpA9;Y}mC#|@44&4O< zSu>yrb(1+gP7LU&yOG6vK!mpVDDy5G+@_1bX$y>eQ2D6}Pw(vFK5`e_! zsThMZYp|dAQ$TEIBeIPl=&9QTdmCuddVlBXlLquID*qEano5gN>lJ3fW zoZr(HMW3*69jJAX4o17{Yn zlxNc;V4AG&iEl% zPmME7`e%Q0XyJjh=XS zgqa4uAcm0%Lf65Cyh&1CSADWVtCxJBwfAWTgC;Kws6O8YNBN`lWyuetEL}F-EdyaO zGu*d2w!Lb6QqKZ(s?EOETaM))A@LFrCLjnU4<#U&t$NadGc(`rQ&^y&F(jfIN_uG! z3X_KN%#ahx$SXFd@jL$PCCzv~pW9I>@-G`{@UP3?S}y_}_1RCKkmR1r-PgaiNs;^> zWiSYr6y2)h{VVOo@EZ@qL#q4povG-y6v7mUq_1Qci_AOed5;(c2?>92Sn%s+sJ%$9 zo#^Rukki^^N7(T<2XSDf$S@U%$3JuG^UIT z^~gV7n8wD&N;o&Swu(-B{)+o6RTDq`UrOEn$;=PO{a-T2hjj7(@~_OY(cxhgr~(jO z&+j)!azIWvK0Xejzm4_v`8MALvUL#c+9G(}Tsr3B0x}9XJHU{!J`LBD{;rtQ7?YL; zsMT8_^!CeA)fWO)ZzCh4OX_LC%-03Exd2?dF#pEDz(Af7R6z6EYm7j>UC3n@jhIs1 z(D1;A4{3dUAO(vC)J;YbqgdR6KbQRm&WYx(M1Wq`7q*|S%mQU{6l@T{1In^sKPbG< zB58y2`O)hDI8Y^t3JZ?N%A*-gt{kcXwK7m*x9mFrn+OoFmHa>yKxLodef~x0DAK^= zY+LHl!Ax~QOFdY)GtV_U8XQ;Nf98t`0bdLmBj(w&XO1F7WR=!aY#~p``E0ZmWC(>N z`zQDP>X`m=S7`bec<$8#?6=%!aO71#!hz7tQifgv_`F*tXTT59u_!VDYLxqI>?>CQ zgY`jdezztM3?#+L!xSFD%5GCYw>9F@=k9gr2*eytf7aAPfZ*9=} zfwKbhNxVe%4{t#1WPPf0=-csb&!v!)O}{bssbwVx6oyeoS9tB@2Ud0!b|vs3NU3Ao zi2=wtP}&~?IG(a$VtB_mOHhPfh3C>21S>=+zo4Lcl(K7fR@cSrcva5P@n~zTpomY- z{7GP$N+o0kggr}-)g_hiLfSxCXT!CYMc6VTnKUTVg&W+bX=7s`B2Yg9bt2h$5QRTu z8;2dYj3=rQn8{eZoB3K7jbU z<#xE3o14q}rtW3Wtj$|9khKpJ|1eIl)I;uXc_Sr-tQ85!;+L2)OsY0@FNTS!Re%AxAB&=Z5hJu#ttAAdZvXmI`4xR zF{8<-9SKS+6DIytiV()Dvva_#O>Vb`LINRHb|0QWyCO)O0EiTnIKaZ+J)ZYGcnV6_ z`?m+a_sr;F*(S&~JJe>@^}!J7nf@~XRELyLf?RVO9TCX9A#N*=OqjbxF;VUOEZ`tC zNCCYyV3-{VGFyjO#6Ewv4fHM7qi;?PkD3{kw>`YZu zTl~mR!1*{cTSjG#-}i}#T2WFGaVAA0=yo$F`cjJAeQf`MXx-a8+w5LF-_&LQNa8ho z^1LE~yIi*eBEKKP9GLM-VGRyTKM8y{>N`x3z1t?SOG3_J&xLf#tJ5d^@{NdE9bG&52Wy_ftS8;$S)uL%hUuhh>3Lu zk7e8fD~3<#%wKEOh9}s4q62J({QkijT~(b4yuqc)m-6uuZCYsaH5_^cP8Y)pNZu0Z8yi5fx3SV4mx}PT17injZ22_%b*@d}qEFa^7Bjp*G78F73H8751@DWrnf6Mf_L_cT9*bchj-2snRBbdi3VKU3LZ^G>wd5Yji28pg2a}_+mnVII zMjc2nE|FrVVf0G}WYlkpd1c`X}wy!4XKn9gj_9)s2ryQ9KzFWZ2-~?+t+Q zlQ7apTiy8>{0Ly#m2wT-HMNtExhj4DYYxFD zSYp(XY(R4I^Q9?XE*=$ejbhxq$!Na;!2`&=h}ZLq3L2a?qJD*1#dp~3VI=|!g1QpG z(hGZCa#%hp(J`zzKvw~376|QodwOCI(m~K;p<`ujU4$v-d)I7qkzokZ!-v2lJDYl= zBptG9WRHfn~z|mYPS+Kjv(e> z%GpTwEC*3qFC!~!o?=ev1CO1b4I~9n1t68&2G_m)fzT-U_Pd{~l$dTN%pZ3?M+V!| z9-Jn%L)ykbUKdm(?QUnTXvXCbUtjJF-#3?h>vMnW8uBFHtT~ScJsBwH4~0iN>JQ*J z2Gy?({~FH7uRtkGBLxOjpnwsIp*#%WRIRlZbKm{RkeGg?7#cj&4bob z1z>f?Os~-Uw)_yz0xo&*N4a}bhYSHHGX)vGNlOb0H=qkUmnAKXOU;AIixI!A925xV z#1P<&Vq{?%M*tgx*-$!bQup0MQf&V2kx>;|gM_1_qnX({h=y5|n0cgC9(eH>Z-CtS z#Qf$fsN0_l+s_N1%Q3A1;S_kbz)luBhyZDSJVFde?jWQC7kTe+3C!diifNT%|2WP)jSR?b%mlcqP8U(@)(dDcse}OVd5x-g=v|MGFSW_JO z*&p^%*G=@n+vRbq0n+>?b?ZfrRK6Te=?G#YyZsv2u(}91U_bylhlhvP>3uNYvYZZF zK5Dq)Dji*2uHKJbKUox!scC6-JqAak&&re{JTJ=7ooZmt4hZ`62}*~6-^mZg0b;7$ zyu7o61z&LNE49|nO6F?a*?os@^Sr_kUjmWRWIwbMr9}^qFi_ zn+^Qj_TF%C=KD1Yul~?dS)3-CAyuY8yaT1@iEGB+W^qbbUcEi>44rAo#zz!^ zed{?C1|f)%OEJ&X^Hp5Dk9!zSe}%$im6S|Z#6ZzMvOY^PAOFu+OAM0wuI@t-zeA@*JzCO)4> z*w>#xv1xOixM|HS8nDDL169Fg5Y7PH{ZT3JS)d0iyfZ3`Zlxt1kL--v-g+r;={UJ* zfsY2E&^qnK?o7O5Nsm&b#JQaRo2TMPx;Q{xb%-xFr`_e120{1pJ^)dNM+|{gUJy!0 zF1fxc+Ov!RF0_Y`Y1r`Y0>nos88`I5uY|>LfWw=miDeC+h@r+R@++`W7o~hc+$ENd zbOh4{JQr{$cD{eh5Vmtqad`*77k!>|9Zt`y1dXr+`eZK5&DNTf7x$NOtu86A1-`Xv zxW>z7jj{ueqVX_$sZNhT-LO0ZoQ__pLdrso!^a3ru7$enUWOUo-rgC3&4;3#fL}zQ+T5%_DJ6gZ_pdtJo$pe9SpE@4T_Bs$+gBI{S)Q6j8Yif#_BUG7 zm|*N!#c>{=oP>+0W_;=#19s1fu4HnGfblb~;PXw66q1M9)=gaUvdmDtImJ~^pfVyt zn&uc`tPmR!i}r9n-k#s!gQ2|LnOgz4{Wo|qXyn*6E4C*T*O?`pk8|}Q62FkEw|6RyukYdY9ohmaNhzY)U7l6 zO+BA+2ih48sQPTYlc#jKLw~r?Zer<4sAz4k8Hpr>$sFU`C84=7*uV&rDkQ)*+PxND zSXg*oRs$}mFOju6p7Z=*p~8EZ1zL#rnjMRXh)Chv*R{YQDyW+&0~CXV>*ei7;giW7 z3+3PlBYjMg_HJq@v5eC23^jYEOPPV4<61;)dio%Hg<)H{QWns9U66zfZ~QT0_eOF; zu4zN+9&biS9A)KK@(^MuiwRPI9}jAQ~C zyr|v-#o)BQuHcY${#=sxVZ=-@a`;RmYHD~4z5_+7WDN?7Q010(cIKrZyLu%#flA>e zz6PFOXhaMjo%j$GbfnqvZml<5ks*^iScaWzee5#O0#*<>+h&d`h{+}0q!V$q3ajw; zH>T?5mIhm?lhT8QRH}y&ln2FUcyv*5L*B2Hvv;R>psJP&(&Jes6gKd=W5t# z9GyZ#2q?tGG*v>OP$B3H0!f2gwE^Y0*Wqu7x+b&*32n)d7Sw?EbVIC1RIz6qer zks}CQK&7&(@Csb;=;$bjo`A^|)Z5>TBl$WkcZ8;$0Mvp6pq$KR-M&1Ju)dOPu{@HFYa1E74>E#`=+hsc!Zb zIfY|2G0Djuo5NHUcqSm^8mvG$c$i;<4rXTg73PF@ZIla5Z+=_9ovAV{-@pV`2_WU^ zDlq}YDq549lXHZB0BE_bKoGL3)iQ9WqoVQ;kSSontHJD4n3b;S@e-l&S^9I(R#1C% z)J5Uxl@w)c-+UB2TZf7XF`3gToCUf|(VqIJp;{~842q73cwI80`7tW0E{aXRA3SYg z`2!V;%tC))T8ZSLfRvVxT%2hugAR65Cok6NnAB7or{Ds`FUvb$kavIIhad#c49XVy zjV6sNDl0#?9y0VkOAs6YUp8eTA}nnCR0@e5Jirx5NZj=cOPKhg(GJf z3Dn3;0>JsJM~sIjY1uY$>kN0>rYGy3AD_4|HJi){yaO3g$@%hpb3hE*^X;t%2?t@n zXSrDW{O|47k6Glm=#L*49s>CScojbVTwOI`Qk0X6jRUck1InMXDZ@MmU?&zU_m6QfiCoM>Kmvkc{C0!y7BGMfK5>iTc zDjm`dDmVe@Rs`u5K}ta4JLmJhd#&~38)J{L*IHvgKXeT6VNT|K-`8~>d0m{>9pA1M z*LHEK>HCnvvrLD%f>UP{<45{vedX0nw&Qn#d8lDzaSuF=oMfV|%x%6qZGXn?5-b|0 zVR^XcuW?QSiz%)7F~`r@@?XDij^=Y3HL8CxG%#3x`V1)QN4)-Lp2c2&ei;`lv#Eap zguM%l+833JJ1tI2p$UIryyiPiL)He%Sw zXX;txYbCzxM=3Uh5z;u<0ZHX@{Zf(ib6r}ih*f{e$cw)9q1Qaq1Lnw{o}L^91Qpfn zCUqamKWV1{gPgd_DqbQg?v<_tRvbM&M4LQSoq>s_rcCyV_!GeFK$$IWIX}iadIkh@ zM^CQlJpnB&+hLUxD=^f_mDk&jF&69S=ztGhz>AEArgAc2I4Ei%4EzB%`pIPXKi@X> z>_-4oM4JeY@8~h{MYS8~E9FC+L>h$-I?)}Rxl-+esubAwXN7lIfB>SZlk+Da%byjq z!fSsbXfvDxE5ZG+jFc2+)33HSz~H#H2RPkiLKU^fWW9+-adpFeXlv%>PO?VXxf04`^vJV z`|}^swo+ziW*)TA?|6eo;b?2S5&rJ_6^8)?5b*XqxvKH?LEU!Lj>;e6MJ*BlZ=xL2B>Ftmv?%4 zl-zJ2Q?fS+#wM`~F4E<3r?;?l#&98OiFrf6u$w=>%-O#76l^aClfV;g?4+b1o^9@x zVKOe2+KM7sii+ETfOJJ{H)8C0P`T}tOb3?l7z_BD4o|P}Vrp@zfA2>CqrceVtr$yP z{^LTb@HM5u^RfGe7~4Now-u@KlnZU)bDI3M#<2PM6_DA*TJvkH?|~MhxQv7c0fxnW~Mhc(g_3inD#NLcWgw0@S#T089hMzs8hMq~z@ zfZWBTsGg`+d_yf&O?$gPJdT^LpFVy1>H7vJlaNf-GLwgnjxLIZOvL%^);Bl2YO_wv zC4afnWI|sE9v&WFYOWS)eFiPx+0SjQ{vk)^CL5lZ0Sk#6ybhYaPmmq)D+fEPoPQT>#&a<^7^j*=RVe$BG2fI_(W z=dJ~C@gMic-vkCnMCHlWum7iy?uL3rM+QliQB-s(_#>BO9E25NA#&=D&z421r&{7syDt2G|Jf9qJj_mANQP;4Z~bu$ z-I>u0=xpoj>!4{M3Kgod|4`wuQoR@RCxoY{tlQTvaey~;=H~~pU;^|r=avXaZlL$R z{_NiQW57l?^E^tFw5GaRljPc*1&11w3rp<5IQ2zu`NO|^FPpVERDx+_P%j+?e2#PJ zWLmA*#miV#2pK$h@L)M?s(6`)e0-vT^^XM@$Ls`H*7gk_6$U2{aM8j{Cy(TgNfUNm zCxT&ESwD@=8t(*iM%XHF+75JPrwmM+_a3+>Ng)O-mC;})C{mluJFn1gO6*-}Z|Nv0 z*#zGatbxg&zzVZxJz*Uc77~IQM2A0g_u*moAXsanXm76zKAR~@3JVK!@d9$nfI~n) zyBxW+V#Bact4YmhPRZT|DKCFEC1mzp^IF4nUKDN1H4oeB#2%1~#bo(aRc|W$I1Fl) z(mw(HXv`R#B>l3@@OcLlk2&gQ6n+JJ-~4=);`j;PeEs5SEh7 zoy1`lTB;2&%KD>NqlrBqhH-h9>u#U*_4VONJO$voa#|xc7dyycnGKHj+t~)A{1A#X zzlSB2j1;fqTSr$M4#w*x&D7rOf z+WpdZMzp?Xi9Y{){1iV{)Z^qs3&4FcpOT!R8B&EVJ7>q)NCqenPzvW9 zvDQ9gQcVM)_^oy+M5Ukoc5mvADe1r&UvYbkOyRYBB|0EziMKiDNq04Yr?Gr`2mzvi zflq#N0@<abJRH6;)>@qeK`DhRr?$yy=c1UMaP zrtu?9u54g_4gRen{7ab61E9YEs1QR*3TCpq?Ckw3f&mx4TWPhpEm^q&`RzApXfCJi zE1R-}VC*q3ly2cZ#I&meTF(LAr5_(5f%5(Pn*hn1Q^Dfr11hHJkS3+ePA8>O2GfhJAl2z3OUrlNm#4rm@}-Mc zaJ#HNI7N+_4O!X?Jfp%E5Ee993zI1xD25?>Pw`7%A62FUcOE9??c0j@CbRA^MuR)E z{yYL*4w*wGcWYSG9OWQ3rm#cmRXusB9}I@O2J$$T$0-wUBWlerK3=b?s;V|-w(W_L z3UIZGCGUreh)F=nZ1}>t@l4#RAMtms#9yA^z!jaQ2*Le0usLv(EUY_9+L|*rH&-*@ z>w7b>HGqR*04fdMmXBIY+{mc6iW-vm`yf+xv)jT0aok#6T^(bp#Yk^HOip2wS5-B# zI{uo+H$0|(G_csKZ_c&k*=2QHwl&_X7FdLIJRBmUoPN!SaF8e=kAW&5cb=Aobl}0H zp`-Hk?b}8*u;Z7LZ5AYv-n?07OZ?$FY$VGA(iFd8V&?ee_)+lb*AFj2L651l=4O8S zy*^s^SZL0-)4BjIes#xi*47r;Q^GB@a~PC4jbCI$`Sc^;-7ngKCOPe8>gIL`6Zw~& z(6F%YXO*dGJp2Kd=RzGVFrohK`@TSL?%MOGuLsc{mz-R9SOsec5XvhuqJh&HF>_WZ z{^ZriX>IbzDCuqeC#^i@zK~bdOabrt%W?VPfR8T^^f>`7a=o*%vtzx@NKdasn;G%d z2>p2sKa5Y6r7O;})JxW)A5qv(8`5Pm9B*$>{y-lY8EH?ey1j5HCF%ZCuR_Y2)96V* zVw}k(6QV(0PhXKnuv~AMNuISp$K?%$8L(1LL18a#Es(ZxR@1)0D|gh9FVtJFA)crG zcoEm!vKIlv)N&l$y2aUf`&^uB7cZI>l?7b$XeZ#}>r|SYM;ihwHXwgx4YFp)mG&=h z6Sdfv2a+>0x8uohSzBx1V^w8aljf~eIkl)Tc|C>JX4D3|8fh|uFVs~LK4`1Uksob7 zO%F9S;|4C9-}PDIrCEz6jimB6Fc^eo`|e$jwXvk;LxO%$SmAa1Pe#v_r7#hcDbU2fa}k zv8Sh}iO;4>3Z7*MU8R!s6L94EwDm%Qkuj952jOFmoWILRHN}2$SCrA@d1*;W^@(YN zYkAb0_;~YH%>i)Od~%B-lYNLM;Hp!UrSJHo^_yPU#l6UJte{Ey$|~S>w#z{e7m=Gz zO@P}2iA35D6$Nuglc9v{AMal8j;TrZs`Mft5uZrQ2BchMc(`7TRkZgSc7VrOC!wTL zZ?oH0?UAzefCIT2?qIHQAYI`oT=9#bu3PTQTFit;fE1dQ(8P#PDrW z(p|IPvmSGaG92cBqW4JQg3h*Ip29ulq5Aw~U=IR(1iXVCS3tfg3aY(rb3bA z!K5u4vL#5_oH@f&4YU8d5CyjAi`7rCbL|&esE!)eQUQom>BgX*QcSPpQ~ZEg1lpF# zi%all)HQ$@dcq-U^v`dKmx#B^XB7o^6D&q0j$Zu;j$c%!3Z^!&SATE=!>X7L5kx@h z1Ey}eR-@#6t2{m`*aU_(c5rq^^0BB)eZ>{G>B9=&zkmOENIfzQz&B*>Eyy;$GSQ6i zBEhfQ>sHGqlJPNWnY?)FyOq3@1zzm(cRRA`J>XkPY1W9H#zT(ZCGmg{yqn8X&p7gL z9Qhg+^))$T{<#SiYs$?gOez9l8e~_Oa4W$z>d)LJL)2V4yN0gh�HWbu6J>}>J{ z&fWLmPYO>-Y3T{xR6dMhmp}kLa@ZU%wi8ix0jV7Fd+J>4C+?RRvFm3x5Y23T@x%YG z1K#mZ-^~Hj)|<5pjW0e8zA(W@aD+xx1zh@9FcwbqdoEGLzhIM2*e)5XU8yNSY>Kd@cpzn3obtPUOE#mqfsZToHL*mjec*a=)k zWMiX?{-mrODu&znYrXq8!zz05TL@tK_}cp%F*@C%fYWJy8Xg%L-%;#Wq9*(9J*}f3 zD3tb-Wp9$F{aItj$9_GyO4AJbyipGwER#YK;?$yZ!2WtgqA%`emv@_=tw~-kc-*~v z_nmql!nJitbZ?xB&$p4^D(Vi|erjT(02JQDX4cCi8-4z83UDty9)TUp$tPaA=@$5k zGmNmVsv-Z`Cw(FX**b3GE%7|H!aIC;!y%#U6nz970!2dong|{HFIP0|zHjTHuRpK7 z-9t72=(=tV89WB=E~=Y1<^SgVE(e102dA@#)RiiUVId)*{idV9t7vbBJx#Bh=I5l{ z>TH1Q+leI3VAPxJY%X!u!!|Ir-YW%*0aDf+%sweaUFN*=*C%8td(FYdVYTD<|X2H z>RPO@)<=?FzM~jCD1Baoj#o36cTKT3`UmMzZ3AG{K1U5I)Bb7P-`+WE8it#P56qFT zm&$(gtM`bLeoWz zey^>{b6|BA_<=a$cji0~v$Jy|`{!E$WPa#)_w%N#%PNkkn%rE} zW!9S+1WTHh*|nkW=j7#PC)ao+B(ijcsdSRKOb1_H6&0P{dST*?*uW9HFo~G4+;EPK ziJ#lZkKck8iHF-3L44*A;!E{;Et<=qD*|H`)zFhLEx1JYQF05x6AZXdUiOhj7a*==tU%Gni(m&X21 zu*RU+p6lqK+9#w^L5}N7k^V&AT-q`ERikp!0@n<9;{8Ls`Y_m@#n6oW4+efV%-Z5? zatrA7c*0_RE;I~i(P3vP3JqKT=(Nm$4~+U z_mw~O-)jL!>N{>W36>vm?zfaaIHJ<^;ZulgnJ72yFmZSq<-X6RTVZnp3P+abd`QNh zIQXBVKfLF)_qLD1B5F{&CB@rZ7`C`ZuYI7`%QIW4*H_Fo_Ot~muX;UA*o3X;pyFtk z$h!&5v8$_A&wBU9N{{%EP`eZ5*n1v&^$m}~jHGrkb(2k989-Cb5F@h!A~r()(z3E; zHEmtp0ML-8{TN&;%A@=8Hinz(>sP_g5os;(T~Re*u(8ff*lqLCw_ENo8?Q@&f47#& z%EE#Ycp>N}Xp5Zy*b!sk>FzFwNsFeJbCGdW0M@HlTaA8S@8XyPs|eGnpu`=z6b%|f zJv}83MXGG&0T!UqAqjVj=557aFg_f7gau%W&5G26rB8!5VXon2eV&6fmg;mjz@qP` z-yZj&G?`(M|9OSx|BBK6jR-|0|H<|K_thIIZco@dOiX?N^$1fv1Ty+d1o-(gB>Y5S ze7<`(zog_#8AvdGR#sL|o-6{X2JLW*{p_+>U<7!FZ=k35b!O)0me+LzAms6j$jHd_ zv@|gtPrE@qIOP_+A!F#^TiF9YVc6R24yCv^zl6jE z=U}z5%9Pxu(%c4{2wa#=!#yEO|5#nI=C}1$cqL>{g1nvG(z?o4VGk{Qm|2nppj@%O zK<5OeC6opRT>y1t@v}Pr)^BcI6qc1mwM5?ON08E53^_N|_<4FZdZ$6A;bDdHb?LsF z2LAJQK(Xs=4Wmz_!MONmw))fMu$PeI8_1i&SX(+VO9D=Tw`9lOnCBzF7kQqmAFawk zu!fj|qVFaAt%+I^jg%%fvvf^Oxh6~Cvm;7k1o&Cv ziu{7&y#2db7yl{RAjQiotQ=!$*yy6}qz=gTRyKG2j1}&mziQ7P)IUuF{AX#BHt~ zGH(eY_`Pi9DiEcRjliqbAD%eMY*4C}IN>IbRe;^GnCqQ^iAh!hcyg-vZWD=-Lt3#L z6SCk=OFEdy{HUlo*P#@i&cib)+!#9mtkqd}vS&d(u~`vQ3T6CGTeE%np9)R=m$fLS zhZ#BUN*s3Z!q$TsxqHBp*xj(TvxB07{D#^$Za~Kz=!+J=-2ivKFF1QqSgUT-ALqxn zU=H&l=}7O-0FB`D*OZ-pZzc;;Eu@Co1d2^p>^2*Emw_%xV1cER9_S5|lDWs4-f#9a z@)g{EkOW=-^&**FKQEC6Ts%VYPDFR%F0+Q403JWP1(50>?X;q)KtZzkx|m)1;iPf1a-jyY=(d;@&~ zoLsD|ql|gEmrCVmM}Cl+l}Pn>;~&z0 zNFCTZ*|S<+0NB4E-Hw6+pUi5?_NmDzC-|su-I(Tw6z@(|T6g*IXV^>$o$tN9c@Jou zS1m_;3RYH($x)Odd$9W+d;{%xFXca!o>U%GeZhkg@<>CxaV~XX5%qfsaq#@A3=|bH zvrJWl1YQCxLvzdrImdJ;vICcpP}d{AwN=bZMRk0fHkLvtrrVhN&^hcrK0PdAZ#!+Q zIbQ9!jklF<=1!je&|dn3QEtp>{vNJ?O4C5p@AZ+p?PIS8g~wf@0mTt;G}^wSf^p#I zY>V#f&iXh6$y6a|so`jO*!Zvr4G(x>$-d})SYBr@uo%HstTLs(mne93A7@6N7 z85P+;ka=qMp-?xTQB^aYpTXMeG+yoxVBn2BaCL&t+r0wJ0P?z>hwqrqaOje|S!Onm z%|2P-9C(DhE450uqognQ`u-7mPB>XbHHF_Z8yh|UhgEUwh_^NZrN2Z&nkr>v)Bkz= zG>zr}l&gAqfUq)o9(aUDx7!2;&EEJ%XcX9Bisi?{hPWiu-L%#WcZk`gk&rXsEUgQ( zE+?K12+etBkYkXDYA0|}vgF-szjBdVPL>a5gZ>+bd2DL?@DC33wAzC8TtR>`ep#Q2 zvhWOXZ3GH0c*Vt!sMKo1yMjAM%P6 zKiy<&^3!hnOz2zM)TBR~1Nt;lYwr63SgBWTdY&HGZl#Ic8n^dEsj+Iikn*4sO25E0 zm-s#)YF^ZUQ$Ib3fQic0%jIxWyYO~-}t|y@utc<3>tiMusn-fWxXV5C(RlEYTbRox^Q8M8Uw%pFkd5xzqRGjta}jKR^qE#rB9Q1mUS2h z5#Jje*OI@h{`^{X*AtW8BVoQDAxFJ;0$XI!3+Z!X5`xZ6G%<+IJe9j z1st}tg7@v@DI}uyBQZ?G{Ll2RA%P|E6~A{?>e;~saGiAx^ya(Cci=(%HBma1Cm$Jg zW5G=Vc5IzLvF^XoC&FIW0IA|1xhY)3e}Mr46+3UJ(|8xy96hhrwIJWJI3tBYk?!D+ z!Op8UfH($a;Z+k12jo1B9g3`6s4x6M{plVog(WJ|itl95>|Sq%p8^%N@0dB$;-Q9g zRG*7Xr#ruz8L@i{YC7Ilt}#5`9hf~^HcS-TJ%aAp++^Ha?DI7};J&X*6T?WZG)9G7 zO`%H7Bt7Sh_5SM_GvoKE&WlauI0fWsssHCiNfh<_tw{Du6+VvwM@ zI;(p3L-p<=afaY*;pIa`ynhIvG=3I?cbf+u+tVvs4562u4FnoWW?xKh+L$x+#qr9B|3|irm@FtB;<$}D z)Wh(LAJ#W5i=d8*#Hcsv>GnGD&OxH8pzE;DgHOVflB!N9rppd_2c;6l!Gn8Y5JFxa zwFdb_w?cNKWRhC4{E73GNN-bt!cCRiwgwV{!ACtn z>OF`{c3QfX*u{kT`4uK@gevDH^8Oa8jLZRJia~41eyv%bhSO~8{(S!h9V+UD5mC8s zRBmyugaxmNILGlY>lSrjmt}d5vVLyc-X`jYm-dr&wXrFhHX9Yuy?-C4!%$au&27q^ zg*eFj;r0fZYrEB%2Ig)ew3t;I-XQC|yXj;8bbkJa)beD6avm6{$9{Krb1)c z^vB@Lq`Fm?NJB=}+rfmO7v(nZsqC%2YmSnim`J3^g0nHK!O7)cUMJ+uV!k)A79#0= zU;}RKX>&t}Ay@jLVGI6F!kLcx2yM*X@b#IQ8G@5rDQQoD!UV;S`x;p@Vp?n6Q%)nA zH~4eSN5k3RH#T8;c4C6Pc!z7?@Pcg_tO(uPo%6M@)q+$4clDN4FY_-=EiMj@x@VjJ z{ek_TpD?`e|F=FQUl$sRSpoa(N|g*aM9j<UJbf}TPv!Pj(E2!5@?!U}|I=k_&kw5qqVPo80YhxG z4W4en_P;PWqpEc{<-rj6XZw4hw*AwmQ86*@;*MS6#E?31oa+ykElNjOFaL|qlYE&c z_>=cHupy-asBn7hgw4y+2^(vDXauV_lvhwNz&hq!&Gh(@`;HnU6gQN?CcWI32c`nI zv|B|%-voJ^pDzUMmwvpr`NCmv7do{4#A}9md^~{GoR+q@%E5~Sx|EskxqvzH7`n^` zruTtfe@C8Kppmhw2Swq}C9Rh2f(<(YyQL4x(shLfzQR~+{eT4F}$lYg%9a7RTGp=e|R}A`4<4f zIB?!J=Xex?KkHwda?o$9wlab#u-0yq<$;XMHQoGRssIQPY9GSq?PBKYT1%KTd>gD> z%%9xG`L$7UjamQ>@P^K97PWl` z6()pvD@wz_V6!R>Hqrax`bRkmCc3)Gzy)gM*;yD2jgCPz*2OF1*<;olDN18BycRuBF2$|a*B&$7 zaxQ2NJ)hIP2rKiiDBf(~h?zoEys#}LMNl({8&y#5_IhDcN19?a#_AYl>w z`GDO24Zf#+t7gyNd1_Yu*+32KegXDc*#AuUkQ&vhbZ*wF8!2j0QV+>8fL)N8I&ax& zS5a1O0>7F;VL`#_WtGS3kT$9PjAX!v!|pAvy+|F~*=qJa!0dU<94ZNYD1t6LM?p$jjysftU55KQJ$;YrSK1JIqUz_51o!>t_FKgq$M{?Z zm3uN6*8ZN*CW5V(Z*1)Rpus2WSJHUSR@oRpx>vjRel>Q^ttlglctoR0k$SZ@8h6IE z6pFQi&%l8uMbT3K45WS%&bvcabhkuBRX>eI)ZH@^P=F$`-xN~q-nMwpH^*6`H$+XY zCYBZg5x>9Mq~7Fh18Q_p`st0ElTi`q3}S8yfj7vC+9xM<*2M0&npV-9Xt8UhqNZ}P z`iwW~_757?=A${IHdYwG-I&^LvUdyGGn$nJYBvpT7qpS1wPj%vmhqdp8|627&$#hK zztE&#AtH-($9ER;j{XhyIwd8T;`~oHm@--{dP!K4l=!5@9^c3qESbGt%JX3SfwfbGSPzM7Ng#j_bpe-E=@u!4f62h?mAu9Gv`HIR(+m^f*> z^L2$k^gVc&@MAU2`Gth~%1mm5txT7I)p@cjV*AeAwamRR9ErH+URH3WjR&SYAY1ga z@@#S~NR@=L$)eK3LhKcTCcj*q-jM1{RdW-rt2R-4^uZ2Jr{yz;~yLl!(U)-R` zDbA+ou3a9i7LQ)TT-qscUQ)uE`TeHJD_5Q;l{}bui1`N{TegtN#^V#aAN`_Zuco$k z{1ppL_cyhlSEwpxS@L**5Xf**W7jFu#mo7tsXIr-Ip8UnEXXLg82A)t?4KS%gCSl>O=zlNc) zmz0K4*XDYE`yp{O$g1(ws00{!xI|^l!-LHUTv~`Zd(*lotGWCh0t=1DJh9T+wTZ%O zXn8z88sgEz@6LeK>F~-rx4qrO*%=swV-x_nlV&d;FSavPnSJ(%sreqb0RV6v{v{^4 zWfw(oL&03QjnP#a&A!Z}u<;dg*eiUHs$iH$TH5W@mWU}+yG2XR9Cn`vT3}OuErm^p zk81WrPpi;*kE~WJy-$3HO*j5HC@Z`*hLkdOhkK9bw74*<`a!Kf&kVFh`J>`#FVwk4 zoqc{ll3Okv%ts+T?=e}8VWaKOqPv=lT<6{%MVy?RSV?PJ$V*Hh;2WdDq7=9%Mg&#c zo%yZ;qNS*3BCrA*k@GgS=4jX+#*l=R$pVeZC##brCiEsfGyGqZ$O$#Sta0CW{oDl5 z=hfI9`r48@;AM>RHm0w^uB|hqrsw8VCLb+zgc-fEb4SC-^hLj>GKL&s4pa3IS}Ip1 zIdEZACOmHX)OL7<$YCts(~UxSc7kXxE#7n$Ag{nwmPnM~MYf>$B4NN=3U+n&ERNKT zuIWrTGsEWRbF-^2oPeO>Lxl|6p6ulZ&;>4Tp9Vd6OGVEJ^!n=Hy;Ty!BH>lJI6{fz z4`LRaT>04s{qj!6Uh^-o77uc&7#Age_G~_O^=a8+GO)v&A}bKJpe0_WnWcUt5L(xp zAW}@E|D|c081<5*n(dBc1=C)i>m&Y$#rpH$!=OIjU}T`fXBcYpc;xN;bLU2oA%&%p#uQk33^f zlaUZ9D58&(BS*938m5kZ;f+sbwTkeU;p@3v6|YG^;`inm`Fx>EP=O1ub!L zc{v9=J3A+5Oo3jOs2h$v73Q4VRrf`q;sPFQ+7KcVilTr1Uc?$lgb>MK|3 zL*x*?Eprw~9t>Zm^_Pm4M*Vxq9ONDNayX5;IqJ(@g#XR|9o9lu4 z;EjL|AU3_O%8jU{n}U9BV1FS23<+znCP(*f$HxRtHGs1mLvylV6a z>rn_S=~MYd9>S0G^z@94{Z95Q1D;7L@bmMtA3g>e3V6+jhE-6TLTOxQmuMdZ(=KSn z+1zHI;$Z@U7KirpqwiqK1)iPIWdrOxUb8{M-2-?Q z>nXW_n|>W9D`O9q(Npj5^mx!XrLe6))d8CtY>tEMhV|@3dGNj`X_qxWq=V(uz8{{P zj|6(ezna#l`7Nsa$VpznaUVb2ri@qZpXDXP4awPYy}2RMNcqsl)W8}8%*WvW~0gg zGH2O)17rf9*(^B((6SdDz)E+{l`OK_`aS`_0`U%39{-ndSk{>ejld~4^_}q{$P!0T zPM`ZBeFwH(C!Ho$s*B^LSb%0K62bzY@B63lR+8t}*H7BjKiJ#bdvc-Il?hJTO`nf! zW3K`Op4e){hof>Ytt&K;w%>|?4>J)v2^n~_4koiK|G(P}TbJQvex?Gs!=cn1o{qsL zZQiMbjWCsnf7Uif5B`YqzAXXH5`vmWkZ2$_Y@qX|OoVmRB>HNp<&TB)KXa86xqk+_ zoauE0FrCX9uxwiM9z>JhHOX<8-0$Zz2ps8~y!3$zmY80OZ2V<9v`Vh%YED`dr_(P9YM{eTc z%1X&~B(P5Oa~9}7@>*MG9uchO0{gGzsiTv0@PJsKLZ|2yA+A?Q(w+-2v1K*X9ce6p z1O|nk{O2fOngLl@YJxHGoQ~C~^vjs%|af9@zw9{b1JHZXEIZ z2~h8G`>(5c*}u)qM1^Wzb8&WF^b6*>hC!%}sQW&O_b{3V&J+?k0GMLpamSDIEZ-Q< z_4L5V1rJ5SM{V375dz=I-O7A0P2x>C{e4*FSbT*v&2?xXrU`Y+-rqqO3>Ncbc`jZ@ z&#N)dj2qWsej;0$oq>Xe*PZO}&Ut~!Go8xAR%Xx6e*C;vMJakA1U_P=MBuYqMD9d5 zvn|-TFL^pvy@mN=K2*zmU1||h?`@j6n89hE05|YcDoAyXczv4QH;} zGP1P*4U3>_1sR81d+iC&omS(!QPkq1MC2>!aDJ7RdH5Yzv`?nj6Rm=7ROL>Mq{D2f zDw9EuHpJ-!#>O^I)PNUJ114)`uGz^Ie#~E9aGNrRXePZ5TgOXVvaKLT%akCMXR#7q zf%;u&qJB5loe$A!NSwq8FG5Z~c+gofJ)+TY~M5qn#dlY$Ds!NLi+ zsL@44H;kDhTEozgO>zVa7IY?3a$fvPm7Is?V;Nnvt=%vWqFM^R@R`s|(S>7HRq5Pm zrihDvU+dIV+L#|h1~sUCeJ*we@nFuewV>*(g(C`-4zwzie(FP&U@Oak>!Kf*vJ|8l z&}coJrZhPQho+O{#}NhJPmDcgUmks~1e3T!)(<#1t5`@Xf?V9YcEc*RUQMlvUjfwI zt||p*xnPmvva(uEsyFa^ROGyjv)Qb!hF;zMgZ};pEHZmzqX>Yh!DsAjY-3u`KTL<8 z-FPKe?BAdTRUdLdi&Hb?H7wBNds6M~3K|IVulr(fGV(Q#*;Nd}L-JR;#ujL_PHdK* z=ck7zogUbx^-oi^rr$IMUyMN8$l=7;0v{b{hjBlHM%<~-L7Tcpdy;ETOe_#8AQs;6 zxM_(IcZC0-;De2e4c=Fx2&?iU7a&%q#>br)-tjBQ%65JtT3s}FU!h}VKn{BQegF2| zPq@6f4}_f-yI}9hrJIh@*n(t>{-31GOe&=+r;EXBP33$-#*wD4=HKyvJ(inI4yu2? z*^iM~ym-BK^UGU(D#%*4L+#EZJ(nL}5?HigrKhKagD}P!R8Nn#Df$@j<8P;0VFd3` zc1dY5@cO{QK#mw_AUPm2TZR#mZHG=-QL8RDOx|ze%20*5K#!2^AbO?Mh{4G|;Jn#q z3V9*|NFdI=#)Iic5s=>>{99RGUbiSDCXp`MLXP&KzEt2B^o~KqqQ9l- z{XT5WE6hKpw}kS4x!0161ber^=CSRqmcmV&*dga*i^o+fbQ{}GjEd(;$c0?fgbk|d zG}-h13gts)&;TvktD&{mDS?Ij@oR=|g=q2>F;+fJK>z9Z$XFU0Y&YuP0rvLx#|Nl3 z8f8hcsQ`kV*xU;P(3HlcRLpIT^6KydIBYpH$?wYhN`PGftgF3&6lVMi+z7d=E-`}n z+$vsLg)`ig_uTuZ9<1|HO8Oh&1+|iHb?V?Omhe0#!F7CmlY`Wm!wrg^hWpWV>@6!e zsjY;rlJE_mk5H=`7^Hoxq+gI0(%%E$dyf}?o*zL-L3v_A0vLz9p!8vo6uPG9(*_BY z=spP@teYyCw!r*EzMi2=7uwS|CEo~scOzy20R^y)%LN-CBz!$hOsJRTw6x;;v99Oy zguuddr{y_E>J!F!`C77j_u2O!pX{wDZ@#89?~jly`q^JANQkNtu6(%*h6Eu++Q+nq z>X5DR{CItG)OR&E{9JfZ==~5Yck59eok=*21Z(70ct)~h+&dn1)8&A*FAWeNG$?%X zTP*W_SExT+$g7=|IRmQZHuq4zbsuA;HTAazNTRvHK=ZT{NLQf!AYX#Nn2jf|T>}=c z*$sF4BT!mBmk(p_Bus#{zc3rqDUY+-W7aLX?vpI*(qVa*t9Le}cFLkk6g2zZH@z4E zM3?XP8q_I#aEmHZQb*0;dDHEQT39jI-hLvAiBG=ljS3X&Qb8UcUFHI@SHr;{&RY3F zMAikI9?r~U*2%CuyXjuThyAbC^-1LGi2}n&O=IJ71E}W?#WuEYQaYfrz@p@erj^G% znz^s~hghob>*y$**FA8Iu%-1ogxzVH2zzi978_MBVqo$k{2MQjJX4L2OM`u{QA#OzBd+x|R~kUwp&D~;;zQcQ zdX|^T$iS<3H5>F@<-gG2XG?m^<01?T-w5YPxS7pQx|yt3m=x%`$Qi9A=I}jRZ4xo? zgrSb9_`7CTsL9mOi0WMHk-H+!YQm52vg>NDCKhwG0nM+s9vUj4L!6GH{S2#!r}gA)e~2M6hbT|7&;A$dY1ZhcG-w?G2;jPD z+#M5+-^Q6#q2hO+V7*#{5j^_Bb{y0}*Wie2lB2Pk zw0?EHkgjLfdw(U=pq&3z5vR@M_&B|FU41=RnG8&1-w!33-Wp8>ET6a!-3V2b+u>}3 zZvr9{CJ-a)P*w5hQ7s&Jx64PI69RsUR-iYbOIc7aB;@MR8HBEQ|hrC;8t% zV<>b-FNl5}a9-TC{~_@B{}FrAN22=cWK_dJDw@Iudp^KplO|_NaGQZVoR*$$oDWwc zDKQbMJ9I(pM%6yKd~R-T24)y$mkYH=VzQ)jJz`VE!0F*T*x@lhs+V-HS& z7=nwv}yYGK;DYyPGUoKHA6@F(ymSfM)rd=$Px5rkQ;RaoySK(uyGLlw?1twT)P z=!Tf{au4i8e0+S+6ZjjH7wDjR4(&cb8soTZ04?A%OZ|Y74pI^LmjU1&Fln&6YVVG# zKPvIq|L%_=cz1aZwqc-j#!0(k>X;sqTT+5kN8#2AMz*#!#z-XOYNYOTrSO=S$ud`f zLVeOLc|pwGxIcK0mar@Z#kk(wet|`;2YB`-zPlSFdtan`Ex%EGYZBjO2JEuu$g2J3 zT!$ov8A4rO0(fUQ7ckqZ0H2Jv>)W$WC1P;wo=&C#6!_o7Pr7XT^Mfxx_Z8q#POn4i zx4L)OJwJdICav%cPS8*|rt+9EV|Y1(I$>5iezFyj%pPX9{5-oaseqBPmQ7HDYsIbBue+FV84AAR#s3n@tR9D*O-uS$_p z{%{bZ?HSOw57PK;fk#z$O>0n^>_0lPi$XC+t)0+7qBi%mGW{d&_F2ZB6bfY~|5ucG zIIdL?F?=~9ryyyRI!}(qA<_KMYNDPWS?}=u0siA}S9c+!L`Qy+_JS~k8%252OV_Lf zv7itz89pr)f}JjN5TZsE@2JFoJyvq&(t9s;jRr2B=iFnuYH;%P($xC#dJ@RyPE&|K zi!P47EBbSEMGixnf>m3pT>KzZE}h#fNDdHMcGecA*)zA%6u}{jEEIKN+Eq}|JHz&_{{8@GgvBOVsW618-h7 z%>A-#zOYGHjn!KXkXMQ&{MNJ~;gjCqinvp^2jcDT6&_zkK+gF>Fc~Kh6(T>>sARxz z?qv*mqS_)jk_Er0V6|i*KZsjfSbXqS(U+lahXZa4*3v;t>hKq54^^SN}PDwUYyD`%u6sJ1}PN8opA}3ollU(*E z-*g@KZJ8r#oEH)r3CRTR0PY?=TBa<%1xL5g19C;hn=1-)o~MaFOK`EKG~$ffy!$Ff zA#cixid@vy=EFeex5$tQ1UTfn9UqGt!>p4C&6{^*pLxa{!~d`)(JNCC_{slls=>4!JA$))=hpyS zpwV_nTjRjMjvL~8&v+~>N*YTGDf&35wIG#Ac!A;+Mu=V{C>9229MQQn={b|4?i=9F zulR@-@fvpi%zJC+>7Qg@;k+7y(97fH5x>sNz9vyQTiYlg$9sohb45u*Jb&qWjDi-kE%!PlsjL)C-0P_I{RcFg_8N>Zt7P- z~eGr)fP^6zTp^1g0W%Q{4IZbOp84_mwI(l zDaM8y6||jvcQ=ldyz}PGqRr|js*^qtLqrShs^dq(sQ}A`-Wyo5vUX1vK4TPtE6oZ{ z(d7S24stPZu;ZW*{fG;kkaV~{I5ZTySH@Y!b1m0D)wKXZt@gK^UAs|CivJ#t0W+Jl zig}K&3|>ueM&LZh)@#zYcc>(cPmaDj3Pj4;%3cr8<2K|Z!)=2PJA-B2nsklUUg9>V z*?-_$Y*GHu!MTxVb%A0Ys;X4Fn)l7&{7}1x*e*^St{LV1wfqVY$3OEu`etn@lNu%3uHLIp z5iY3`k4`XfZ>1;*&#x{hETS6fn=g(w#+Z^+$Qh|bEr_vgtxm9Nj7+l{hVwP4N~L9422$rI*bNw0P^r3^C^;89yaP*C zF>LeY8>;5uJ`vtAW!y@IIQki!cuPb9uHQ*YP`8S-cp@3K3*yKKzPVNJ!uY3B97r%j#0d>f?cMoNi zTuiP@6*Lq>Yejxp-crE`#Ok03iT?6ld65WdzhxuIRc7Vw5mdA8Pu;li3^-f1w)T-# zOc4|9X|QzX#;1*17OhYqjv+q|&wG3>VI-8eC`(&o(GxFFcpq54tvrXZ!afIBts>zr zyc!$9W+mrb03`50kl@=bfKq7O?kln^=ipHO4>(3gm|5JeV9@GEZ^fqkGBA*s-9(ML z-~JOFQ}xxpokXnq-f+RX`pCp3a~U>xFlrqTtv(4|AKTb$Y4bjm>45{b4%zn&vj{Yr zzYvo6?7q@|?71y3&knn32PAI$l<(L?aYS~sHQ!i2CA^lVTdcFV-vNt41ZI^r15|&p zhmCKDMudMI2It(@YP5&Zx!dfg(k8b@MM#T_dAb_-=2NUV&HDgdf>EE@7?nd&gW$c>4ns!kleWY_gO{tJ zWOdbVg%uAy+BhVGkALE`=)W*D^aC;y^LG{V43BP%ZdI_M!O79~gggME9|+eaMas=d zyMOpSiqNdhu*Y7PxMo8(g6^q0mNc|NMBi{6RUG(J_SJ0-P;uBc=8bG$t-S^3GSabXPmBz#?bgPHR=+#K-Cy9+LU7d*=K?B1Jg$ezZ)N2dG14Tmv(C1PRU6}Q<8+} zl8!d-4WUwP5@O)T1wOcq301buz6nb0y~N9v%su!Q+(uPH>pSyXACzLrz!7avZSh>u z2DI-JePefP4&|7}a8Z2hqPYNJ;(kz4rN0q`e0Dph)PbSrxOrON&nyt z)a~kmWp)-zVl(OVFLBlO`iRrm>`HlHpnPsjb_n+Oe_?XS z^~zs9PyxQBM8>)2W?73yRxr6)=&Dpn87bnhUcWGV7j zuFH$?N0=CJzyTgZ_rZ{ylgt|kwOORxfbDMLm6zE5kp! z?CY)<|GPTv{|nTj;W0gmdR_bpKV0o8xmk^vHnZcd+}XBJe>Gmr$g+czvQo7!AAMpe@VU&iW~n6&eg zc(PcfnZdI{((N|KOr2Wb4P+gK zZ-}|9_JdL3S;x71v=_`}Abr>D)39rJ{jBQV9f$n{hXxfeH^YnM2AP;|fcs9+VbG`N z;Io)>p~ZRpBENM3CZT&jgj6mZrzAi;_T{pX0suF2=yD-Zb+az5_h^PA5_AwYq#9GnNe z4qx!t()3Xoy#e&Ct*sr9vZvBCH8d9fjxl0xPawj-eMeiDNT+@6 zZa`Jm16uf@Bn2IuXF#xptVK6ifD}UPpMe5VaL{%~KCeRq8OS-AtTZGfu!%2wa1;TY z$A~O<`D;B?J*Y343mb@W<)(j#tdw8`r1ykcINji4m=0M9$fTcP-d8ihLSKMX>~|S1 zPH1JjW|qAKiYdn7Ijk#ixiW#JBX=l7N>$1&V=exit}ErRP=FQ$j^8wX2O1IX;23y= zf9wM?R|s6cGK0GNd51s0Y2E1BpzC=v4{6TJ<0V2PnZG4N;(v_Fc<&6>>YCrl7iCku zk;15a32wB=i?U<7U?j8T?{?xRHIS5Gc?hmZoAB>4G=Cp!(-Unww>s|Xu&}esomWdZ zfRqk2e~4`JmJsUL6Y<|L07_x^XBJ%1ryBuTonJkS8Jf=ocA+?EimHp7Fq{b(#y1|1 zbakymw|Y$Yty=q@!+DT}2zNU?s?5L&?#{aHVD*nf;I-@<0sxvi;ySO?(QEghZ$2lI zW8q0!v)DL-DwO=Lnb%?j)2>~X*D4twQ6@HvIoKY4H&+eH{8e2Lz}(CUfy0i{t%OA_ zNjT>YT`f9)zN{mgMtf<*zD6i{mP30X$*^$;E>*QXU$bT3EiXT4qYUqh{)|zpFODbo z_#PjYw;@jb!~tkiN(B*TNeekpDWYF!pD5>holL@4*#H0V_7-4OuHD+GN=Zm7B_&9R z#3TjjPHB*qlrmOTQfhE*%;yp0Eg1~*}G%Y*ZIXfG`q{tZQA+%9GYx6k9HcENbPavL)*qwbPx{|0iq$IPC_CMfcgpAGaSHMm?{eCUGMVx z)BuaSvSu_qH!ts^-aGt&>;S2lA#>;%0xv2^yaq?_4L-ajpKn2|=SELKx-9<@Y}hJg zZ@V(`5&mB2N#^j7z8^t;L(P5I-9l9!I2hi)u;XB)gYi+4$ZPW}SfT#VXe}lK5j!m^ z^ehk@xId2+F|jy;E^tF0$3VG2S3Lf9@58Vy*yzB8`^yiXC;J?mRlRSSy)MAGLR_(W ztzY|71HSvT-{nJsyL=#8D8oYY8wfd=83EaZ+|_j94>*-=fJ%M+F_2shPj~JF+3tH~ zAmnCO4H<_UQ;blqB_ffukaq(+*Y01M80jUscYZrIna9hiX3@;@>9`9QGmO#ME)o)E z)8p{Q`*GfgFD!kWqiy*JOkMBpJyN{1=P2|}axCPl=gb9QFFG_Kh?lSyfNI*gHKcU+ zK6<8G3_C6~zM@bfTF~?I@@AHFDYStM%4mL^wHMmwbw)~i+@#IAd!Smpdpbm#*q`2H zFIYRjS|!p-f$|cLVSLddqiK%>Kf<1urn`4Ox5%rh#ZU&`GqmHjsi#%5;;&d{rhs`J z)VME{7GQhfP4ofSlKS#Hbm|^xMSj25ACv}QIi2zQ8>no!xw!|D*tV17n8}I9M3}>? z%#?)#MQ~wYfF2&oi5JYhx=J|jG{#Qb`ABR+a`Xeh{F6HnS+Wi=V2Y&iFL;B+Ma@2v z1jLv(si)4B_&+sg=vLV#@(r#0l>ndKBn2h z<&J^QR{Bb+0b^ApaD?I9FCbxD`J7hZHn=)A=F{#7RzX?=hEPy+INIB5ZE84#Um>N) zy`cL*k{<{Jr1;!12>Ves{djaHR*h2vGP!;IwpI6Cr-Q;HP|3E| z0;xHF#E645PF1CWrAWIjASp7QM+CW+TA(f19bveZUetwH*ML-L!Iy3gLK0iUlwcQ_ z5z#ga)xPFOAZ$1sl}a+cSdj8@2-_Nb4}?g;MVV}7wwu>Z1+oUIw_JN!5!hlRezX8Q z$HHXux+%5H#33sE3>*<~(K@J^7%v`;$1h#R;b|l*s-&Zxwl(Ys1Ue0A_Kl{8T9%$K zyzP)Mp!JhnZ>pPq_OHekQHoTSgy;3z|iq`i55T4eIDBJ5J3lY$Cd!pEJJyBQ*)0wX#N8J=8MfVHF*=_{-U~KX@9MdGYdcXTb05q1rxBGdjT_ITIJAZT-7Z z@&Tbe30f-b-uWGIr^(YIg$Pew6c9YlBj4RUtt_`c#|}Qb5LD)}8^c0r8O2E5r_Wb))hEOC^LlY;&bQsEAvODT}!fM~S=`=Vn2KJD|O& z@%*8+@s_`q++CSgG@nJ?Xqsz(>=H1oTe1b{ePNXu7)-&~3$`p-m5wz!`ROfmfDa6W zW4Sy1P7V-zKOs#T485pSg??N>HJCAZ0pm2>(b~?j`ab92w zUZXsi(}Fc9X!yPNbJ*>P+4Z%<>BC%xe~_abv|EqiTsXPmZZ<&p?-BK3Cg{NnUB38l z^mzYYIf(qruY@rfQT`G@d%JK@ouU&qp)`WpYk6hm$SUFk4Osbu5iuOHsGdME?u(D> z4xzt?!8{1J)34dSUQwf}w7P)q!R_bK8Uje*0L(^Btw^1WlvI`VzLpl6xd$e+uz10L z58RNwyAy5#Cs@$TL{HB~AOLFnqDvs++C7JM-Kej;n8PQ=VWP?}lYX;42AlxsidtH} z4ozXxpswVIc&$N!^lP z(1Ml~1cDP1|4EF{*FhFJ&L8krR~E}yf+0;t@E(X3Ds5u%fqhyz=1)tNCQluC+Yr^Y zcp~b*+tpiU0ufpY4Pc=OK9usPi!NZSH`52y$hw=;I~*ald6Z%j-5Q_r=T6tg_d2C{MtL8j1{TlgpUytI$F-Lb-C4or~}E$H~L zy-u3Wgw9lk2et9(ioZ|Qu%3D!+JU-1UQ?A%9sm{Kt`-Ku=nbas&EUNQQrTYjg6?t! zx#A2QvHQf0(Hf^SQhKAFJDm`IV1cnyo*V5C|n=`3-BZ#0#OdEd<77sgT)mq=J zkRTn-=-C2HVA;a{rmC(KxP=%ZBRuCGka#wN4A7Jbn(292P4EZzxd2kEa~ zySBZZM{c5{BP&x{4jGh8L_cA^n*S~#VAI-u;;w|mc_WpxQJGfx%a^+!Hcxzh z()h1gD>^Y`xs4zZ;CaO*?-ez^Sy5JY2r|jT5zyiKAC9T^QKrKr^s&Sj2<_W%tshb9 z$SpkDEQvtQbD)?U#^gY{e0|;w3ewaO+$`j8C~>zxrt#Zp)r4l!CvjnqQ9@{gv)8@? zFpHS4_5!95xJM>=+oUmxDaTv*;@&koUyxh{3Rs@0u0_Idu(a)AUwV-M9(?H8aGXbb za83BZi}?5MqJq2dOwC<_(cE1kgbjf(p9)Q(owmx4=hCz;ZNMGb-L5c-N90y$ zsK=y=;t+h8;dI(CHPs;#p^_nFcAl*MP_7CHq7`m=ob{cJZQjiCZ(M0+)qH>z7*fDm z9E;F?0*3xvfK=hdS(yM;R*CN17eLnqfJ0*?llR%iifk_pD&BJn-b!}NJ$eC z6QOQWo}qL440U@85GlzEoZNTu*S63d?RTALM++41Rlp3s7BWU4G}r3^I0~Wp?)DGn z2)jbgkIkG8fC>L;rp}m4Rq)1`XA`~nWgDnBG6p!Imk^#kZi%&7<)B$^KKd>at; z3bA!gqdLmo!HKCtabgs+-&0Pr7UN@>_r^+WZ%6-vp9p2rZBuOewjE3jRbP1&XF^6P zVy}_H{$pd{*AIN<8|-AkkjT`WJ{ovAZ0*V(DmS+ZPrr2<-b}|^_NL44TjFJZLmPq< z64CaP<_Ne!TOXgGTXr#)W#^y!lbzA*#1?g7uw?QCrB0}Z8a7YLVO zHyjNr5MFg#w#`UEN0j%4fLFyi%n6bPZS#IpX}Pa_rlM0xVGfdAkI&zRc*D0VC1VrG z`e5D&)FabJC~XINrN~pX?!iWjF#!Rd`-^X`($F|ue^x<=j;&Z^h@ejw^?TEpzI0j8 z*Af&K&9kKeT{6H+v@+KUhlIQ>7?O4oS6Ir92D;LU19s1qdD_p~Hv)CjwRe*E51|ew zwZN?n;*Cy0ur0W!K~+|&T~%4B#+#U&TohER0LEUb-9bw3-O=7PU!it4>G^Sw)ABk* zf1c~S`jf|n?GgY8k)0Pk1DMjYi&i{sEG&Go!zgDRnJV?ZfU=`^YWD$F2%0VK!gBQn zl?<2J{FT^04$94F>WpD3^(%I;HA~Lpxt^gxGpkjjOa@+|ji#0ovhR2^h&4;u|GqOhN= zgkFr6USGcVJO}5nkZDIdSU4W>`dz!kh86%)t>(ClYeREP3r@@*J7Ax%#x=4gkoLQ8 zZ`tz>W*PZwCRKKJUJ`i85=FIt4ttqd7t`MVS-R5!k~3t^w!)p~^D(eQr;OQ?#o$S3 z$?#UN0&5TQf|H*W4Op>ghtvwCb?LBNrvLyo--tnqQMO2|>GR%+FlugrR2llw@Xeox z8}@%DEKk0jpVEhvi$9j@rPK*^rLuS0XnmHUV%c#y-a)*~beXfKiv=CZ)dx06zOTQ- zBYqecWt`-|Bq8yw+nRW5$sY+|iXDA7#*wR7L~d95c37QV*}OS81OP>A^}K?J&uT3> z-g}+M_a^;K{o@DVan6j)u94f;Ku7i!p7I$Zd>y-DheWPh}xg7t=YHGe`2xZ zDSu+;HstgBixyH3GYADF^D~c(aDW(S%tSD5fte#5;L{53xA69pqo8(~x?JY3!(BS3 zAp9CK6r!oNOZ>Ui2{qF@h`w8llC65VEp?G>Fm+RQEFMb6q+=3ftmX2DR#({3!Ly}w45I_dxbgBe4cii3^x$X8K&KLw2FvtH(|6M>XlGcM zFn?|IQlUk=shfV0o(F+%%=s%ZhpMrx*MN>YHs8ZQ9vo7xooXWm?M$1&+A$z64q<3E z%iIp^hXb9<;drTGb>_muzufn=eaSd)-9j_&35de@`lTKnKkeAj+eYz^j6^X$Z**yP z{b|@~u*g5yU+r89%=rs)VPMsHh> zw4mkIm6G}S`8CPt4-n%mNcH%emQ`THBT>>;aO){9j!3OUu- zp?e=|wy5K$!TSh>#NLy>|S85jNZD*&xf7!qPR~fn@i=lq`wD$CO6qIZ-gfS*pn_dsu>oZ zSg;#lxy$;)ZWCzuMDJQ97M*Qi6**=1u`*;D#iyq$S3nG*EAa3|i8ncbxYVtlBPcho z_Z34ii#MZQ3Fx%btUE;Mz?1a5)7(poHC7uju}Iw=9wk^fl*C0aF|*dL*s-InGqa_z z;lEh(4Sjd{-X|s`_(qL2p&cOe1Nzj?t|KfkTZK6J`Q*Xtx$(RwA-;x=e+dlL3_Eh2 zbB~fpZ@u)!Shjwf#Btyo<=D1;4neQpJP5h^%>%i zpBqi)Hr(sBl*!4+=*3#n5#YW!Qon?DVG$q8<^b82N=-#WgrE_hRo$q!<<2cnUb8QM z?nvixg%%)WC0ZrJI`GLAiLlQANRH*^O)7d~k{;WfzW)B=Um5;EEbWg0B{|+-KWE226 zH_$gK&>8>$cfk1=4ShWva8CtV$c)`QP`d!G2O-@w8^{88f53U8%BrZs!p?37F1Q%j z1i-M|e}YQ}a&=AE%XY>fL90If9YD|8p#aJZp2L+rtS}hk7ZC6Ye2UV(ckg-U;qSNa zaHqF?$;%^Yvz)3)_yc@8ffW4B+6e?LIxE1ss%CFP>f+>u0;)B|@SbOT5NUQX?h8(O)C=8HoYJ&@B6#X|2Z8{u&0?Rty+zLc_Dk1jOx;j{FM)O`l<=E%LCXDXud@9K!1Gja!4W&==zp$qbC` zwP!$-@396O!ue(WdMuNUT)*NvB)dV+ zncw#c=v~L2P!^up!TM{sB-OjD4+3R{brCT!6I#WrUp`;`I?J)K%b)nEaIvwy_549v zD+`W(yYv+`%z?kL$L7IgpaUtzo>fu@Hug@k(|M?IzDK@}-~BX+8#=y%EqZ&Qci+l0 zTd$-BB^*|0sl2`Gyv6dsR^&Fi&jTmL5ls++z54Ug=jWvPZ5gwNiAR!{>tDZIL|Y%$ z(>pyAabJr1aUUL1t%#2ie||tuZ5^hg)t`9-GTF*Ez^s!Ir}+DMOEyyo$kDrcBV%o% zU;vqQG-@~x=d(DzADk|A6jv(J5v3Pm`%^{BU{b_=7R8HfYc1P>hnIZdZT2A`*Vefy z2oNUw;Q?)8b5fs`m9^e*?h-UcFy45O86x288v97F20C05P`QF-=1OMgDbPgUB2)gl z(+@x@t7)@uJSjCNzqpJt8_&-DH_Shn3}Ydf29OUXmjTpK<2K&pg{vQ97U}YtyruUq3kondG(Ql3ARh)qU%x(k3 zg4$Pq*cf;t*zLbJyfA)~kdjjToQ{^ZQm@Xi;{Y(1g8^uSslpp6GwEShA6gNY{N%Go z2u2)YZ=`7Dt7hyhy?v=Ln;(3E^&xS780+{BCmZ zm%_A|wY%lL`}bcMOFco75W_Rz^J})d@8;?HsZ6jmj?)H!svQ{ZXf%d1bK5VYscfO$ z7u+D(Ej_M3ZcOReT!_8&x`gQpIHV|Dj)Pfx=9=x$e89PCpLmV4_H1Iyvl)6-R_0&|?v>CMkkT+EXI zvg2~2Kxb0-ZW13j?njCr)ED#mnND+ZrnnwDqV3hxwm|i<6np76vhs9~5~>KXfAxQ; zsJ8^Qb$`CK_Z1;5pL7Z20H_RSK2N2k6R*63!#dg$T>l$5t8FuqG_Xx{KwCv?aygXi z{{F8&3lzFM8$-{xt)%nmge8EzNU%z+yKIe4EBXOs6N z7o*i5YIA=1lYg~lqS)B41;SdL?A@zHh+m1;yL|tl?_qZL_H9*c>P?P$OLCpz72j#t z?hcVq-I!4UENHyMAI(XxFwhv(7!;)#fF-m5o%G&`F3Ao1K zXWUN;^akDzTKR2@>FL#zmHW!JfT2QLnC7?0XWiQ6m!di&vLWtq9dG(GZv?8Q!#OuD zfDNv3t2RqE;KLwP%f{nWkJn7g>w%CkrU{7n(ikT>U8#2WxsW$@8HfL3$CX7d>IdXW z0X_lU!c5-ad{nMjmTUmBBZ8B;$3&x=OM&#dg&mzq=vF^FRCIh3T=R-0+=$!gT_xN= z`Z?`dp6O?umMu@<7Rc)lNz2nI1GSCo?YPB2EjYD&&q@z0^X`!CsO@rwJsb0eatX;C z%0jxhlOLUdF1t)M0A* zr#jR@{4{R%2Eyl;u{f>@&B<%a&ZTs9QNKyWudBRH)BM4UtnE)hjk+ayj3b{WzN-Dz zRx&`_-(N&6=BSY0jgB(cg@0>u5C}rC#*+O5=`F8hf4%W+c=bF{C`XG`j_v|w57lEc zA*H4@P>=atZpUb`Opn~jU_c?IXqC?RZrxHQ)EK!@^fJFH40b6l`5DoiYkA4--0N;> zV)}T zSav*rVLgJBf$mt$;9hqn8e_e}Uiim$>8NniN?l-vCOVy5@sCWz9+R!B(x(KQG- z*vd;nvFiZ`P2~5{k^k|fIgkGw?*TKUB|BA83y%3-PFB_ui1cb%8mrI;$Ig3q({)3O zi;H1Wnr;Y?jfaQF!-29^m3#L9Yg&ip_VXElbWRnl09>!}JAuW&C(NDbSi4TFCLlt4 z$2~$lOJsRHEj)F$H6*7_shn&2t_55aw2@6OH)b0WpF#OQMScvv3977UdKMS))vIGa zJP6OV0s~JtUNz@eDHxiKem?YXIiW5BR@p-+hMV3D+ERht$-dq)n40-A!f>hWfZci% zSY5UOBd{?7-zM{fPj>L72x6fNO1+B?GD(Ib)A3n zU#|q%9X+iBtY-+CTx)|e+!&GA;sUfq{YA@;+(&tW9;l_|bF<*XqMg zPGZFfv))Y*tt!{1h!mm+ayL*P!5yui8++hhmPk?G3&+sut-t2rw@*T#?lbO;u<1Bh zN>q3J*amcjhWp?Rs`lEY^;9p5MYlak$uwXCV&Bh`Af0U8x+{(`lMN(k*SJkTV?aj* zDQUafFuh%p16X|;uzqkvf-bTf*L}DUY>zoO9H8D<>$m<)iLU%((SV?;vYcEyFk5}+ zV3gE!w0fureIh7dL>$t~(bKn*R^X3qc5ZW)`g3+7o2f!#3 zFv0mh{YoLF*UPt)g-VIY_N75*F#Fw@m?rVHA_zfG^{djs%z6y%BwsQQZTD~Jz-r)< zMhNOc&V%WK=Rac6Nn;^}je9A{6@3rT73(}WfzK}I1upDzZ+eENEXCC0`>)kkdIq4z7(m4U>rD~@25HTp|6^A31(R-!tUUPG(F-a+9wQl~J3PEi5$_T@c|BhN0%Ge@XB zP*vc$I~F?n_}6%4hDw7gp-$k%oj69B19iL$@Z}xf&Wjs*#V|H;?dj?ol%IlwHH7>| ziAo$o3+AVrz=`vAb#iTdD(S2K6?6W$onS7SjBB-iLM~O(Gre;Pzyd@c}ZJG$HJFv6hyWSB$T?-C|9sBCnX~T z11H8AK`cIM3xO2fjsu{0``r=1oMsz-p+)GnlzNc%#|88lW14_^Tyz_OJu-?d4Xg=-1r^8MiZny4hQ$dG zxU-Ih&kAaOndoL19tY^Fxy<0cL7LA#X@)dD^QGPw630LJ_UP82nfmLej{yL-Mt^Fh z8^DpE^&YLza?m^qS?`^w9*R)-QUS|rYlSmlANID|r%aZZn0^ts1=#oKtT1m04=SAJ zt)(A*1lu{(%cblQ(5Eln*Q0t2Jc1aB{G&*p9B6LJ1HM7u*SHXQXgKkZU_->{S|F87 z)19eaB%?xQjM43H{^-DxJ6qae#$7f@Xdc@eX@%Wov9*X)-s!@&dkpEA#*XOe(;^EG5ql@&G@!t*x|$kL%E)A@i> zxZBa*-o4@pB!2c{Cquw_wBX^kp5Bc|oQ%Mmu-XLlNIUvk6v{QAQ>Z00TK#sqpiyAU zQ~$n>*q?k6Z0zjuG#GHm^%p$p!qAV0<#Cp-URkZ%k$XkGkJ8;}L=YeNazyb><##o0 zAwcZM{`5vPaLbZoM-{>#Uc}@bUKIWECuC|TljQ-c-yNiX7*eT&N9-s40;H^)8+z4y z@7|G@mi`FKEN0;PT!m{BylKKa8~f;`$YM$PDm@Md-`1rq-pE+kvg`B_bZSGzl6m_O zKk&znN);+QHcn12c3Tx#Q6x^m0Nka9&I&AYtQi;^UzfP9_3kizE`8v_NA-jx1+mLN zr07LFyIA>F29_ekH&TY-iQ0Cx$BeO@vLX;~QadmA64zb4zN5N1hNld>=6Dq{J|W?w zgvMPm5g0cKSc1H9>zeIL)S+@7njjOJL%Ia*2CBu^8x?0%j`hu=8mRFTy`%NE24j(3 zl)(;wvNxOB^rh>XnSEOm4?~B;HLQ%hpbRB_Yn&iuj(jWy-T=&75J$0iUyw@1R7Ih3 z6?R>tFD2Z|ZyI63&UK)9_Gm{E1c0v$a>*ykt&qUrx}TiHigUvfq9;$@gNxR0F^!~g zP#AO8qD1K};r$gwho-`$B_9Mn4t}{~PSX#VtoX2n8z zh1KP>EnsPYBN3#c!RibL;aa7)F~_jv#?S1ypz(0zd`Ky^!CTinD6aAHpEtaE*!N0P zO!Z1yI!@`hn9r|F-9y-FxNQ8dHK9;R-$)96`R94(my_{DG>4U7P|5Vu;%IctsrWPx zP>z-rR_dEr?6O*8pS2!kx|VNI+`gYHHYUu=yAAu=^YiitpB!$%=nBrae8LIf&43=x zvh^wi_eL&s0wHMmiU#ppHhQfwWi>0n(tlv2d{Bl^7%1BBE=%2j1D3z`83p%(d(ihw zqpu1@MBzx?J*Yuru4|D{42}|slkoqYa-87(@2zNIXZ-gR96C88@jP#Ho61JpRcyMrn$01trS#$;?}-V2Uv()+b}@2F0HH>Zul<&E)7VWl8Q=!1!NMZTDInL0P3`Xa$V|* z2j=0TyCT?mtCwvfvL2v;Nv&Z(2yh4}2Z7R!OU457h zBe%bF9mXLF8!PZ*lsSQ6`W3TH$zVjY4D<_{Yy5M01X2sorD0eno}!bL|DFTN0cw9$%!u4 zA+RI`I@oTgypaxh&@DKG7?D`y8GFk?qUi z;M{t{j)I}PU^=t}2UWSQh}F)`M?)3iB@F%; zGV+K%%F+EiJcAzXO&h2xbTmgu6BXqXbz`HUvWFT@Gph})^GV==x#j-csQB#NxWETJTeCcyxqCjaeey*zanRmR6MWxe;eGe$Lzi}`H1wgYaQJf& zp$Tu$^JWBu_L|2*Ve5f7ihUUlmGxOPS{N=08l<9@qoVVOAej&tcE`)nr$}Q&1{Kw>OK#)hw$WW(8|FF%I5YQkR04u^zW_!a_HI+Ftvu* zfF-icRSotYbT>LhP#6kHpY0gb3LS!_S7Au5lBEq8z6=a+Qf{T@T^UA|6&*#Uk~+0P zra*nF*_R09MU(Jyy;Lb4Yb4Bys6uiPmWt~V&a-#C-d?YL0bc1dy(O1{GtA!3qMm)b z4FWC}78l1PieBtaTpp_+Jonr}5*_dK=*r2;zMTynVfDD`T6#6NYs3HW4wLmC<3%CU+2j5ZK#s_VJ=ztB~u}913l;La1aG39uUiZvJzfkkOgWG zHh)NdJa?5`m1+@YVt-gHKW7NVMvjoi?Xbh~QHOzpqd&mwLwXpYY~w{lu&~)-)Xe@g95y|f=poV4Z^Jk7FHDEp z2N;?`|0-B@w;FU6JOaX8FM@&m$N>*(&h2X$H&q?G0t`ZH22|ylmXeN z4UQrl$1#l{>b9_sTdJ0iK!`1gAi#*Qlgk|E%8hb=M7wrZquo#|B4B#>8cLznwU<>lK=CA#mQ(tR@YhkTV4%z`QJ{ou_n$C!w@QTmQZCZE zWpVLH{4}Zn!QfW(xvMKm3?Aql)-c7Ak$(Nvq8t434Aa5oy*)7e{Mk7(Gec(6Ffv35 zIX6!>t@WPX$l@b^bUKqD#N-zb^e{vvn!^wXaUcL|;>EfZT*mJG}p4b#4Je@dnv z$bEhdqFFg_f{lam&8FniA3CP6;XkX zKY!}fkc05gw{H^s{8l)6)Jf&Y*w~ply{PCPKkUTpM=oJXhkV>-PV6QiAc&IHF}p+x zqmc^!gJ8L`4p$N0pjn7ASfbrKe3JkEEon(u6)@}LgwXhfCn6x)d)HRvOfc8bljPc- z4J*)96@iLO64>8X0fV_$oMbqafJa(m+!xi$88@80dU z8pgxsXW|K1U57Gg{dP;C7W8COgiB8R(Str<8OsyOYr)Ydp>>r_VbRxH90T2kW|mqmX4^W1FIiDhCN|8l(j_y z1_FZN9y9t#L~l}*$g=zvSQh8&N$-)U#|%wPm2KV~S)?{Y0~SUM<&v# zg1pw&5Km9?Z_gv;B(Pqaj6S>RC*?2_-!`Bd)}l^LfBj49H$9TlZ$l?1%^~EmFRt(T zM1kr&;`+zQ9XP+Y&!HmDvY77vwF^b)eVF};z%DEP#S5lW@t*dlZ3X-P-* zIyJTBFZ%S%%+J5>&EaCyaiK}L%Dgyq=1nOj@jr0~WS%C`sS)nXeZW|avqu8H@Uz#Y z;_|1OOX^Z{<2oV~OX|Pv_CwFVHTyB0gZ8$Uy*T}P!PyNH>EB&5L(lM|_fG!^MCc`b z>c`1Pki$hT%;07oFilY~sai@-LFFfMSJmK^XcSJ2%&t&hsGzB#;r1!NqUk~z!qNUE zXq(k0kJrXH*4-{T5nv_oKxQCkzE+`}<5p=}twT{Es zqevFEruiwNxuWFr-WV50=+$ zM+b*Q_8{BVp&`w^L#vf}9{x5-Fnhe81{;ua8n`v4Z72jOzjXLm_+EFDWfsdVzs-b_ zjxMF?f|SGG;o z-JTkclnu*CK=xJ-eNmK_8nY@Fg{jn$4CvLuw zVT2-VPeFQ}){O$}6;#}%0#v^~H`TwV>kz)N@tkiGcTB?ldoQTeri3`NsWDa_aw<5; z>x*p>8d@q?O8%a{eUr^GGOcly@b(CG^%aSiK-Wr)(OHo9av;c{naw#1I|?sW`-%N$ zYG#I`8v)GJIJOJP#NN-8F5Wl<;&f4qBPnirJX%y8Rt>rLeAMxhp4xPiezFMUaYA>Y z)BB-pA_9Ut?NCNg`cmYpoAxhld5EO8-BkEc{Cn zr@OVe)87wWEbOn~@$>RC@G$)SP*jv#$IsQ8Tf_Vz`aka0&Ylds@I@_dEo%=KFLz68 z5BL^2Urz;XPjgRe_*g+(fI;BzcPMBhco^Upe7Cqbx4et9Cwy5R!EopASLOK_5dVCi zJTC(R@z3Y(!1oLP^Pw<&^6zKi&)!$Ju(!5E|8X^IPjdkt2Ke>Qt7^ErSZZ5)8gXmL z%5&>j`+9OKIl-k$|MQ#7KffuNFu;qbSzFneOS||Q!5`&e5Eg`2;pZ`7;Ff_4gCEO- zfuHwZ*X{1&&&K|Dl8(`_jEu+mXYwc}kX|1Io4X>?flTwmO)sU z2mQzX<1O*c?9+2npHU<}qhmieFAScl>|YNuGm=)sWOLGG{*|!iDXn`oEK&ZJAVsG1 z`Dx!vHEG4+%Y=o&T~^K9d;_0F>D2vsDoPgTOC!GiU_6=GP>hpSE<>eUbm#tHfLoJ4 zb9l^|^yQxaun$ke4{vhSYmr6z!*7#E7VE$C=X@c&UZATu@W6#zOzgxJ(>;XVUm?<$ z8}l(QKGl!mHiC_Y&!M&V?(lG3aQ>3P>q-;EL6xO)=ZCjo&Mz0&a>EjG(@zyI;|Z4{ z4*W58ckbnxn4=zlcyXhhM=G>C{36ZE_Z5#hE+OpVGi&xmAIfCg>TQ2|qf*7+G;j7` z>-CHdbe&~KTIo{oB?V9UZ?nFS z<~^KURhN4xi4$M>0AHTLFcGSCXbh4JCcoi!pK>eu(`r>cAvEH7EtBo5_Zt(}vpxCY zM5&=*?3)$k*I{q54t{2=y11=>Sc`M$4vtHEduMT)L_jQK(2^t;LqDOkktZlz>&>&} zr&L=n+Y$1W2wFc{r_&`v#x^o*YNNiQw*m{d95e;$t0?Mk%#oFYx~B=|I2yvquoRX%~OzKH7O*5_8zy;_Q+ zv{9m0a;Iu9?uXDFdJYw9R=Un-&veBpzU6bQOFwNlI*XxjjPX2rwDH#bA=7GX={ZYz zHfxoDF-c<2a%kfHTJ~5~raiGx?aR($c0U%#qW$icuFrora>HGibFy4J|I8=89G*)fa2 z#-;9e%w$a>xZ9EOv&@%QBP}krgC^EEnL2ayhS{cJr!kf{1)ouz2ooZDKwHa2k^JtX z6_s4BURm1+_7e|H!^eETNICj@O$}q_5?F4tKd!lBH(!odZEya>cVr}=P6Suss^gDc zWiF#rrOob2aU5&Qhi2Uw`X9skl3dq4?n!C)(BeAw$`8G`fpB6gW_C``Djo7}JU)h@ zP57MKipjHF7Eiay#wg;|!eF!89gkYXYr>r{$vjycC&N}!7FS)B^O0G{38T@nvxmwS zsupzhDq0H6Ywhj!egPwIx9Q23cf$XN-B<9x>=gg|c3;@Y{=K`Y5d0Wg+B2q{;q8ugM8s=uoj5d`%drk^x*d>wO4MM_v6`Z-VE|&OcIM{ zeJ!BH=T%dBqxME&=7E(+l>qiMnTjGP*uY2bZNRx$0g*=OX*`8Nhzph1;oEX}!2R|r|T2;woGL2#= z!x_d5e{?vDcVNMxvk;M|Pv<&m{N8gn$~lYH=-}fv-wAW1A2Sj!$*ov_=cOH!2etqD z>=ll$@j;&FuLh%6AE?UG57k%;%LT_c3}2f~=_2--n(U_y-c@v{rXx)=Cmh|N!xWSY zpfg@Hy?o+jMFhPM`GNO86eKT#046_|VGSOyNJbmgqCQC+#nGuVmCib}7#+x+nE zZC6i+r5DVofPgcJJhCkELp{EO_BA}jjjrpyH1jf#h-IaZ-%Hhzt#}l&2fd!WuxvX^ zl&8J<63=Cux*?Zlac?;SzcS!phA$nu*iy9! zM+!X+sQLceE08qFvXW82>(TYy7jc;#m`pNbc5TOWG{f3jrfV8k@&moKdg{|ZoD)k$ z7zn$6I+L907^$wJd99+z*Ey6h(ZKVjkpG1EgK=YiZ^EqP*SqN@>E6#MKAF<%bwp}V z)UPM$8-?pr1PPqmHVotCsad~ZHX;5)Vn|ylDuPsW+aqL3Y3d?*@a?q?aTP;q?x*Gb z7bNAXdUv-;C5kae*@VAU>t#3Ouf56o^YzK>Rol;TBE?U)^KXAt8+Y_klFivq))&xV zsMV%B`{-$QgGBjlxNYRvSHtM=Kho>jRXm6QNt#KE+oOeIZ$6b5c(sQ>s*2t?Bj#noY$`Bg$P9qv{uSMr@lo ztl9eXlMlmr#_b-?ly<6J(jZ3NZB^CZ4Xc~87Y)DsC1)OE;}d51sH#<8kkI}6H`_P2 zI@Y64B5PVY-(d*oH2GXbc?I+rMfBnKq2|+?r>lwL0@k!kg@32+zi`p>5?XCews3!Q zFMmWOVe8xF?YJ$ryL86w@i+FrPP7E&ircaZ9W|6{PA0Uv-OQm39N48h6Zcq(3iHXq zGCduR+!{J6YwFffiasa6T?{2H9~;=Pxv*CD=W~nfclylK>YDNgqLVBM^y}E8^Re9B zWBu&9rMC4^592EwcFG3|&1vxZ>aw>!_@y!POe-W`UYHsRWesT;@fcDQm3 z{Pf)U{JdksNUZD(AImXBlf33oEx27=tzTd6b>lg2nt0VtcjVN9w=jpZes6bYWbY;V zcczumfgUGZ$<7Yb4nzhJ9KL}Zw(=G=Zl5rix=5r;`y;=7Z`a)Rq-@rMUy0Qnm8RmC=WT*rFZLM*>CR8G|KZ3-_eB43 zoc)`Rd;tdDe@^26(s2ng2=e_so&U4<`fpv<-yVvekB0&MFZvMw*C!D0iGMn^e|>@% zKJm95{I?em|8#->uHxa&e=i=;Fa95Q`+si55WE6^i;n+NJm~+Q#e;$~u~xvcJO1NG zT;6dPq_pot)T^I{m7$)4QCZ(7HFWWy60dBBD~O3ABJG}P$jlP1x&FLkfA7ft^~z7%08K3AV-&yha@RHw1xE_ZOZ}90R^sLFTnKlyC39bUpx=C_t0ka}xs zOXsE!Tfp4#O(aG4RehGOO+P|X#lY>ZWEbm@EppZFY*l^Z#O1~GTBCON| z0?pSJj}}NLl#D%!+DxKQ^W~RKhcb7^iK{LjNLv|G{q}tvTw#=u$l3nNd2rDu4qJkr ztV+jo^jC_7KC$r=$x@|^<^{WZ>M`wS!&8)urBFS5d9K zZFuVmdB_sZTmzH$3-`1DrN>u09jnEOyPwE#-OAOYyB|f6AKa!&(wX|Ax$Zb6PK=iG z(&uVRAp1pAsJ5cgPj=?9CyrKRk)DYBZkr^vq0+3dFE76@fOvM~}G`#;!w z>!`S%ty{FwPSD^I+}#NhBtUQr?iL(^yE_De6I>dX;O_4365L%HcX*xOv3t&V_ucP% z`p;vG8e=zIz4uzXs^*$CSMA!{hc;zKw~iJlGwNV6^q{f&iQv!lzhtj*)Rs)M5h^h}xL%U)jZ?P1XovjyOiE7&VH(#WwUT!ZrFn~5-jy$o?5yli-Q7$ zh2LS<4M~4ub@ymiSE<1GuvD?il5T@=GBGg)OG&7ki{WZ+D9RIrXi1o3{Rs~SA@B+p z^^?TZ8B({z#F(t=dJ+YqEhTNA8}X+lINbXDQla*#qHjQ*cRWSUZOTx_iWqf+*|@VX9oCnY8+27rQs`r87Z*Cl`m;0-)H z5FYLg5D0wx_6-6OCNdHtA`%`t1}Y{YJ~0s?J^=v<1rs$183Q>10Sy-|0}CtUwNb>> zJp9~jd`#>dY=2Gy_4e&sBt#_0ZZ)`Uqy(gp&0+qVf3FS)T z*B$^d000FCvG$(^Lq0>pz{0@;-@HXYgjA?~2Y`lxfq{mFfrEpEg?#G;`5pj^28T|{ zDg=+AU;reu!({V|$$CRBT-k}GI0>d;|7!3576BUv7Z0D3ikgO&j)U_97dH>D$Y)V8 zaS2H&C1n*=HFXV5$YviVre@|A4vtRFF0O9w0f9lmA>Tv8V&i_sCnP2%r)1~k=H(X@ z7X7NKuBol7Z)j}l>h9_7>mL{#nwp-Oott0yy|}TtwY{^uw|{VWesOtqeRF$v|M15z zC;-gg-1?_y|KS%J#4l)ASQuE~AHSfWUH&+Z1`9{Z3Xd+N05q_}AY=1;gDD)7RoVHL zoLv!&_0@h70h@wjgYx{3Ykzt6Uvtd=|CDF{bnIV#Edr2WpdgJ0g9Z=;TryHiRy9t4 zO;P{BjuF=odF}CtDE|t`AilfL5qSkfe-;EY?`d-G&J7H)i z^LqufjZ)uWr@sRDP@f^&(&PrewI()VX(_Q6&W@GeP&lD-9EJ&&I;B#(!A^x#l7GH2 zd+D0)f2t6?{aq^g)s@01g)3ray}0bnLztLi0TMzQG!#)Q%}pGoK6q^?eEgXIBi}1v80Hn=l`?BaC6S;OI>#fhRTcgI{7j~kPz>@5{7!?6Nimxn6wu$S`E#LH zz~5{%i?*eC1zbby;q>c%1<Wxlq6D_E^SH=bBi-iJjKCgsk(++L8))?|boeQ}e_N zbWeju!e2bL3?5R>U=o_>$|P*_B=CUY{-|~VbFETra&&up4XY};3Yr=jwgNb=idZRl z9R5bsXwo+!y{Zj&b{q86qNy@tTSGtc$3E(tQnjLL%!0&p2F;kZA*(LE0toMS8=9Z3 z=YT(yE2rN!8qpcXfH5*W)PyCrt!{awL2q2$*Ls?a8zu&-n|_K`X)L3^1=Kl2i@GO1 z(dt3J0w&(Q0@h{Px3tS|!gWc{xk8w9aq3)+sniDtfb@|b^Ytk4=yXVsS3@Xfz`X)8 zNnZgSMLvB||NgNRJ1jtCtbIeu73ak_WgpbE5J|j z6%gThcFrtW1-^~C=4X}(7_9Nl{Jbj17UsU&HezuPv&H-r?`8A6{|dNL`~p+Md=Co& zN9Y%)f|QYo#wkcg_w(VMDyJ*x^NvY;1vK}-X-zYO;ucPu~mdviY4O`4ika>eR~H(SJJbtr7G0RX$Bl>HX(%f06W zD%Po&qxxSotC;w`k*O7ua5)r6Z#NcVS|07q&aHyl5;vuPd{mDi4OM!>CQgE(;cSyG z_m3)xvhC6)ITs zn);UZ00CpJzlaF6bf|l7Fywu{O;YW}e)fsy?ts1JxK|U57AtAXpKj+2Wj@)in_*J$ zWC>p7(kJMpfm7q#D-im!&$fSQDIk_*|}GkG*EG1 zNvM^ZPI5ge>p1&;8c!mys`;%J<-b(1C#wndEI0WX7sE@e*w*eZ=8xqHJ+;K`{> zF~5NEir4H@9_5*gAT~9@cxFq-diz zc9&kCN*GN~@@K^SPRf3ssv8^BN{lc2$hp6>R3EP9DR^&o%YIdkd`Mra)xNmd;7Y0L z6uxCP&gWciNk~8RM7yaYWD@)SnN6{nMbcQlCFpynjmo(Dwa|2#TT!Z^zer(rSZr4q zO(yhzp}=wk`JRO-^}5~m2oiu$v>4+!%K}C06OY&w|F&UD%>YJa$)GJ}QZ^kT#TbMVY46-cL602I~m9(F- z#x%wz-1vheH*lHxB)43dn7G)MDwCga2m$5zPOPZd2c_uzd{ji~nkY3Ok)_3lIlRy4 z^7s;l=EBtg=OO?oUtSaLxtO!*{vb74lgRrHhR>T|p1J%WC1R}I+{F|%m9RB8b<-Q& zq4iC88dw50vL`B~hM7F&Obh&cs3jHi+1Okp6P|I>7wU>Cen2hsL#Z4WG1GTsy{zSyo;FFqtUdb(U%~n=nZ0X?NX{x2)OI9=@i- zPHKOO>)F_f5g|tjM2i+*w}c+0w1KPjt4`sW>gcW9T57CAtMzij^5_mf%3N5Iw&7qC zvO?z_O116$MB=_42AE9O$Z-;1*pX1}bB^oaL`g*+Z4Fe=S@z0y!gX^#S@w?S8#=>a zu&Nz^D1$XO+=Uzs)}=N31}%+`GKUT3bz64Vy#USs0Ccta6Fm}7<5xgzIV2ji62F8= z0lb4zZ$485Jn6I^eMY#l3G#k3$ypxKWc7Sf>9)gWZPlM9(V=Gg3P2d{*4P}ad zHxvY0t2JJ$dtOA)Ng?y20(1AKTKAt=!IQ6mMDkaF4}RPWR!Fdi2G{eG1?bms}paD|*U3UWz7$f3>O zt{_+}-OyeSegzD@zQ1@o~+=tr+d)j-HcCH1$g}Fo)~iIrK&R&^=?91qPny4*xc6E7RBx_L;L?2x^{bB zB=|QE|Cj>tz5(=Z($d5&IK1tHI_z1s+2&Y18 z$-}83*7;`*RJgbLdl90g&~3hSy+Q!$c3 z$KZ={dblc=);5exE)-1zFug-=30Lt`Ug?Ps$_}GNqR9>e{I5%N-A9b8%r~YnUqjO) zp^LtH0gm)IR}jZ>T(d7O8LKpslHX^Oa6?0OeFe-glzmeg5lf-|;oTiHK+ZXGpohxH zaio6IJDfCM_!&@nO%+$lYwJB~F+w+W6RWncT~kVkMpjW-zq-O&gD&rExY)`pGHEzv z^Eff6@)L`4xB88P|$7REzj9{#>9KJS^ zm;RdHcwsBnrpdt)swOH3{Bl$FuFyF%oQR|B;+GklliOOkp?S)rDjL2N;ouG;i|5rS zf(QS#Zt^9aUv4Jq9UrH87Q3_X_7+o`kehzrBQuo0{ABt)cpvTuc`c?P)-t@5c z``?V4DH>(Ht#M2W)T$)pF@so6XG~YmN^y*w^z@qj;&-VE?TY>y8a#>DEoy85C=M$gHXkH$Iy3; z>lz#==I-G%BH72-p!!Kva`HYoC0+B6QAs=3sUTk*Q>vdI#b+X7_ion*ZOb!>f6@?a zlE5SOD@JHG$F$l^|AZ!2Hc{2nNl=8)V`|>7S)MQA1P{Vgt0&vt5Fe+}$%>jPNY}|W z7K4DCTAwpWGe9PI7g>O&oGECuE1WOO7WbJ3dP!}77|&{1uQL+t&UckoE=G z?uiZoG^JcG2(C?*>xSsMfu&z0D|5xqL_ex6;cj>{$zld*(fyRHxqI+xHXC>H8lW5 zG*DMU7(m7&g*EbLjba5HrXog|J|kxGroY`ML{ZEyP=7D5Ntw#C zUa<16}k$=0)3+!U} zOe(qZ!Qi*+D?oRK^AU=3u^(}ntVSUd%8%roL#*X;Og)Xj@A9N8pL=9=5AEJpKvvj; z2@78yc>^Z+!d^2beWPe1O@-5Fk{`1}^XJ}NlRT0WW{5yd^1}p7VLr6^@4q@*4M0h< zKuLmN0!Uc;Bs^8aFDH%ov(em8#pE}(*!z4Gi;ySAQN$NFomarxuk|*HSHQrD(_nu> z{OG}=*Icn{LW13W95)5iu_?^VJVCK^%D@9;=Yf!PIMtlGkSgZhDAbH%N07RumhAal z(65F_#QmO#4)LM5`}wG4SJa-mi9{>bA-^Ydc)9rtC zORn2_Xjv&coTQ=3zDKd;G-#kMJ#Rb@$}%>*Ya=I4cRO$=#(ZZE@iwo;Byx-J5+@Ohi*fKFG8|=KThma*%?wD-jQ2$0)dbH>Q0s>`T zBNy9)b8#=*dK?nZ3oHj($`Lr^>M7Uq^UXJ_gT}U}b-RAubo<6~0D*R8& z8+S#0v;etmU$RAhc<=bpyYo+A>ud?Ui{ipw2O_~&Kny!%)RpPYC=Ys+EFt??5xVE> zW$9jne~UknI)CehB(6QU?6I(27b>|sklvQd z%n2|spiCTKx7q3P{bs{B1S;u%`K2DDkYHFtgGcf3wYd~y!@H-H zUr5_AkKaxH*GSO@Pma>Nn|%f!Y|iWGgy6}z$L2TvTPbHxq+1?(7{GcXOOJ*=O)7nR ze&t)N?Nvr_?kY}8FjtZ+QVz|dtv#BFgbX65#5I*deBf)k@8-|I3i0YAEPNs;LnVjnvB}4F34yuzb7p7S(dWt zjs`{?-@V`oUSY`H#lHf`YsVi$#k;LNZA@RbK@Z4oM|b^;J|pGZ9+N8kpRPD}1hM$| z@x`&Lt^M?D!)$K+_AO^SHyic7#{j`{x$@xt7B3;J->S5oAm+rmbcWBGUh)7WmHHyO zAs3i^arX!MF8r+7CstGEW29gfiigPB%gRH`-va0(#^9Y9ic7+7!~IWXd<-dZ;!~zq zKMU#7723=0mc%FCN}h6!@QUCr_cd6)0)EVg-&IcMh+ZcTQeTwW^m^m8Og(+MNdOP> zu3#`g2~mV!@DFg7=Xui2+K{8`juZZh>4IvEu%uP7Hz(ls`~aQK$y?RhFLG|9r2&;N zG&$XrrEl2+ZjZcr1)yX5!q+zo#bE~8^9z+To!j`A@i7vxC-?TCw=ExcDurLF^U7}5 z@wTS-P!x-@MME9M4Ln(pE84~?@*eIi$jAcKQ1ha`o!9?Z>VCHbWwrNQU_16?)$1x! zcaJx)la$ex-+I<7fDzLBVQ!qUC&mpb*%@lgE(I)!^Q{cDLg6izKsj_&sR69oG53^q zC2SMHfibzRn?hCRe{t`Y1% zyfI2ym$Yra=wnWpJz{5%GgJSM-+U1r&{iq$&pDNPyvPLid8O4`de zR*3)YH6gvJ^qs~pozE1l4UscwT{O$HZ0TzB6qX{$zIn28#jX9F=MI`0K#;lFL5A=) zfrq_iE96GkKyEaTA690wLPO79EWgmcp`tKHo=n-pJu#9s+J)9gbntBuCag%qw zsS_fW*{*JSCkfhJfC7GX_z8J_omODa7bi0_FJ4qkgvbxenUT-W7D77xgRO6NHSlrN zlgR(zHsA&_3npCF^pyOA$#ep4SP&j0m0;`~n(zT(M?#F8{ zD^-Lz@4qw)zCHVQl>YCL$S@ix`lRz$z*A^S)U*9dc9Z)qpU*3R%mhNrwA%}d5=NF# zpVS{f{3x|&AY`9y$*PB1S7P_uwcz#(iUmmWpgp;afw^bAX#5qhvgy=%G~&(j3h0l7 zWNdVzUi>Ymo1^mFqWYNcfq#H{=@nqiIjgl{>IWI*ts*m*$iy!qs>IiqI4{AqS0m)N zw0?c`yH@|>KbHj$F%HxXoK1^*^m?MQc0jlx!}&g~l(ya&c;_Yws2)LOms`}b^v?%^ z(PgMzo_E#KuYmHPqM|3rt2>yVQ<;+w*07mc+L4yJxY3ts1bwMm^e<4k2gq9EHb)p< z2x_Cf7RoR|J!raI%S5x>QQw!y>u2*0-33z5)gg?fHTwW+jwT-J@;nW|`?ab?W2<^I zLg1t7bldpO00r{y=@`@&E>@`lICD*1#6BfcC4n;eJG*xXO5SCavf7O_;&xrL2iZF4eOauCo#P^$Ybkjm@?I?Z!$%M6qQ5id{BS<; zMS58OTGKuK6Qi*^?d$%gF^+r|KXoZ1b*W

        AE0#`?gc#E5MHC&I$sVy`aZfpM4Gx zy3e+26C~1_i+6kablDjH4M2w>04jKo^%UhrNS}QE2nUwSmv@yYOLDv|18zpdD8#V zYsFFEM2Iix3>t=SSyGs>=G3|`FVo4;(4)2+TN5SfY7%_witmHoOF6v!oH9$0X^dw= zUaD2hGc?IVo?rmJ!qS$;=y~C7JpYhU=b#~uQ1XMs_-Ex-9SeP8o!->|uTQDoE`8N` zfj^@sW4@3b*32|tRbclPA$?>uURxdB_!*|@Io8j{#(CC515=?5;tEwwkSxHv`=t6o zZN!E6{F3?c-y>w&|;9ZItAvPRj|5^+R*XXJ|$pm7M+gv^}*e?WG$b`?X@46A>d) zZhto=-;Tg>4D>+BZWwO=aY&Gtkua8?A}Q>h#JQUioaIooI_lv->X!F0l-l{U%~paz#f*xKbi+8t-Rf4)josp?DPdDT ziLIidJWPSqZb_ewRsS=m{4RY3?!fa2cZbG~q2(4j#a4y!F~t;a2|9xXsh)QBdy&I6I0glKQ*I`@=;sAb&%i;6dFsxyN|o-`JMB`%SG|Szo}>LXw+y4p=YsRV=Ne2u z+eUJyrf^R78xcMbSK9iLAlx6Gwb%XuwcE?OU#F@$Y4QHcP}!0Z#kxBZLh^KCO%pGR z>mo}>lcM{fJ9U_&U)i1Y?y&D^azvB~L4e-JainN@3Z*{9&y*VKXaUP=GpTYDtk-yD z)V(0oQcvMgC+n`oN8GhptqGRmQrSTrf@D=g0**B5YMwQ?r_a@u(`3`vCT34rl~kQ1 zk)5r`j*0CUo*!+X%*v354Nv<5_s;j}N6Q6>Tw}+Ci%k*{xREgfh+}wi>+ZZZEfW9> z_jJqFv0qs43Fhq5l}inq@^P4pm@UVR9tfjCyeTD%?&6N?D=Dz6pDJAFR_ck}uVHyK zFKv)LnFHi9KDH{VG&Tt187c%S3M%Qw<{*ac7mV7tp4+u`FM4ko%uI=M92($pW_69j z+{Hm4wRMn?ucpKXk4!Sm~WUhBMSaxzKr(FQ=DfkCL8dZAI|sFR+n91Hi&w zeTb@1d=9)Vc?Fzp`2^X@{k%Vos_HhhEk`I)P83m<566LLBcGaJeR--uW=35Lk?A#K_fY1>J5G z^T@;9eU(Q$JUpU#Q90Ip09tmK>(uM$v$5p*@o5Ot6024S10I43Q7JssGP zH5xP7;&SofNA-e`P8TnvPjJa|bE~!D{NEncT=m+?ZpgaxAX(+;qN50?hZ2LNb`{cj zbjbHj^$;Vw3&)&!LEm5KrfVD4tEP9^8EhK2W&EabfsJJdt9n$f+x!Z%4L2m99i2Kq z@VH8Qx}H+_qShXzbQEhy0RckZuP4E|Z?(16b@gtU>E{FkY?!8kTzTl>+cPOd#ApFo zvKw1WsTtD+hu9Bwp@b{B*%G-j{-|=iUY5I$J*;}#V(Y~vCAmazcsQ>FgP!Ubq_{ zlei@^<^IbuNNWBS5a=X}pq0!CgBxi!11nBZ1Uo66F~o=!6^tdnG@ZV3X4n^Epqm5U z>rK&3&-F3YTc&LJJ~Cv)jr5i(^IX20zS4zqHymv%I^jc)uX09~ybS)<`z~)14J4bK zmAEuJJo3u}^}?~V)0l&q@}T|+g|w2foK3+n$7hG*xfIV;`_H{2Kf10CQZ^WO-Yxes ze~B#joADKTiC@|$Myi!w3XD@0vb5%*jfN;T09(4qJn*AN%{=zd8zis{Bu$=#R7iZ{ zuCKs76Srr^a#uo#Z-a_w7B}B`vZ(Wfp8-N%Y574Rmsw0ZYKG7a9t%MYsc}8dV(35n z$U11kFIieS*PP?6?CB(@>oQz17?7m?xzlLTIROu_6+VOiO)dHW-0#CH>zIQs5$fB2 zu$Z4FG11i1X+#I1%}|w{g&aLCQSzZqZw(XnQCImagQyB){~N;U|60i)<){fMqk%$1 zb(d%Lz~2@iZM`DGPTB3-R5uEZ9~RptFikm!Fg_0klyYbGesm&wy7-@j$p`uuLrH}^ zLdRY-Z}`Hv5cc?RiUxn(srK!fGSkXP^lWbv5X|*n4=w(dwe3elXD9A3DdlIfl}pPJ zkgI3J!+Gq!%)P`QbWc+oy|^pajy1I_)(QG50WH!ojy3HH)6?{`jXrqw=EXca9Zz^* zJKQhEPrV-vhn}cbJE4}Bsn`qk8v`8GH4t`kDYBuQ`YwHwUwBxxwz{$@cA4VasiCL! zUWE;OYH{ms5*Z7SJO+<&u}}`#wN=6!Q!8l>R0}zLu@|nh*wOkZ0beK4yz7 zDGDQFGD0x*bCefiEG&|p5NwzeCSbGxQ-2FSy%!UZw3%c`Z;Osl0O%1E%b@{i8{8BMmJ~(GX zi|Pwm{YfX}s9$oz8pdzcSWAOn0YOY!)~9Y<(|($o$ZHFn&jS0=MFfW$QO0Aa`xbe5 z)jA`S%qkJfkjbJDC)7598m4uM>71%UJdfgqK!NIrP;2qtIN>UU_290t5tPW05&Q18 z=19);yr9*$I}bea4#;oB>G5fgS(oiKI5g%t+k2#C)c*dS*w8YbJWy!ANliU*B!GYL z3a~m4w6C~l%r<{}MZJS{y1wr24BgVbfgGy!@ma{Xdw^W&IJ>&Vcps{;wX7mMSY8=b2}XzP)Pl?+(}m7OoLZY=mg2 z@8?JB)s%E)Od3-pbNMwT+2prgptA^Kx%nIg;+e62zwajbF*&Yu=onA2gUiA{vzwuX zb$J%Vr{k4r@s3>PVu2Nrf~hA6NKoog(?4F}fEk{*^-;q;AQIU|?pI3V_7)2kOD!g4 zHC4hXE{Y-77%0t^1-f#g*3QdMqA6mo+sCo%YO4a~oNw5YgzkL+Vz z?YL-!H@>I&zG2-+ZPc4+I#KN$EXp+yl!$qLw`*Q#4HTy zDc_4DwDMO&K2S5=tizt?09t>$InN`xLI3`0ND{3bIn1BI|t$ zG-R!eS%XYI<{E8$hrtC_Jg5;+4}Tah=`qOr-YJIWyzqd3q&HPk#bk4mZ7{3*33VqW zc3i!pO?yd4gzMQMns`T#4VyA~;XBe_Pl@X?l~}ov?&RSH;y13a}7i5&QyvEH6%l(gw@Bb@~L@V zjcuoKy@g-i@;G*G_h}yOQ|fjMnz*V70JX2EtUV9!1LEV?RevEpeoG>fncCq1%Io2# zxW=zzSYjS1@scIh2~f5-ao^vJCrzX$U5~Lo%nQyjSMfI(Ns8ZAOI9D;?L`V*uoxV^ zA(?5!y0i}2^iukijz71N^3L9BB~(}-y`kJ0eA8~V$;kGx*>IS!iu5p?H$ZdxSH9cb za$P=F{5&@U8qyZMyT=OW`h2KZfO)-f!X@X9ObmZi;=oza?uD$5;N~lQUS*n=q>cCT8+EGRpDfa ziV{k*Kv%bK&`Q|S2KVi% zkCRTJiwQK82vjXi67{gr^u3)+kIKuOVYL3jhtW@#5u}Z#bV}8x@4tI1)wBW|x2R2f zA7+d?5%~%bM)rc+_%M?PUdcI(bxV{>O%C(x+(&Jr*K~4Q?N5#DVBkzMN-?=jVx211 zKKzjIqsa|2ymWlaKK8e9KzOA$l&OhI`3@dokKs&|p4542bMvU;@vsv^A{UY^BD$Qs zzF;O6Cw<{ZMvXE=x(qUbDeFmr=n%cB0ImcZZK6&5`tt8J0*V#?FJ^9fv^Hn?LPvoGtpUAv({Vn3}}x$mACx z+eEaI@160!BmvPv2TEZFd{imUMoOVb45TCy%Et_l*cm>Q^dFHC=QQywkA_6itOn|lSU zLgw|NlmL(0e@_jU^W9Ot0w@Y3Ai-Ae8UK3U@t^5$MYI%68mK(WUIB*RZbW2tO)#Mw zB#-fe>$4}ddp_9TKCcpn9iyhKI`Q1_sjB3-R!#n*Z;f12DuIVxynMhSJhcdB{_>1MQ+91Y~tq6Fm zcW^KjFkzR1_)nq@wXKOVlPjtck-tq1(hDX7_{ z*JyR@O4_PF?m{%n?{!Vus{|?PpNY+Ui*u;n0y($m@guXmcszbIC+8Z5*90aA3Q01? zU)kar*ELEsH}`#dk}Px4;Qmd%n3JGfpdyzi>w)!t2MBZLljp^r=a9K*WN!s|m_P{Y zl69L{`)gau)ZHW_@cCo;i$Cp#v(Y*78O)xnmGDuDuYxaA9>Av~!kHKuB7+^-YwPOK z{?uxl`Tjg*H;*-7nf$Ug(|&ZQ_lz{3_eAsxh+-6ZX^PrWkfUF;aN5P9L~7-3=0`c@ z$B?PAsp&MeA*d`uIKYKPa+pwqETO!gxn5eT>J5yooARLH#=3IOYCdMKI3(wOD&9H2 zbvx^|40Dzw4++^CS5%5?7SHyipSCh-Z)$IRBcr9rxUjyp%X#2_k{4N=yR0c=NKeKV z&`BPN?73e~7ETcv!1IwH9OQ{6y|*0cdC(3~86r#(<|0ZRig6N}YM;w%YMYSAEwT7c zz7fB)dK7eP&9#ER(VeuG4vWUk1I~3Z#ex3ZS0rkcp5)XoXh%ExVoXslzBT)L>H7?4 z3F>A?&LwWv?GWVy8jsouHG~9uX9Na0&PJ>YX{jikvRdhSU!HY6Z^FX z=y{Cu_ex$Oy>Z>kc`FkUTr5NtFGG8-t%pAQ%5%SW5n>Dpr%sX zjl?vJ6x)c&nutipgEDXX5605dcYL%>s!9{wamMdVr)3s^*E;*Y4lfj6a+_!cG14z$wpoS6^_o z)yCTdanDQdu4tcvykG_P%R!!yqz!pl*0uaL{WtlpC}zlVcQ@}41+XV--J#xTp5%Gp zV7rWV3CyC%eO5!Aa?Rj|!YAA;itaTBeRnrG@a)FQ~_@7@_=t(!}#S)Ci z8KXeaz8wwAY+THR0~FpWSJWXbqFHMTVhJuR$eF0jq*9MxTc{N$Ymuo8v95EYPq>$d zqgU6jI7PK~@8u*80>~eC6-qZBpH7lT5WND2)nTY_OjkZbx-MhhSny-N)X7?BWx9S zKMYbIx5B$j8fmH{EHia<1%2lP&N@9V&6((5ewdQ~3MK6*zcN2Z7M94^N0OLCq7|6sdoc(KG-3#nP;`fh6x0ln!6`22 zX$p*ybOfH^lLk>Qmh3Qc{@XID|EuBh&#JNbkj+*;3vYt9I&#WQef~)9(#2pE6od>R zT(USd(P$RipAVe8)X=DTY>(W_9sJ>1kQ zvhFYO-x#inEuC=Hb5!~#9JHx>hsl|u%v}Sh@G4e2!cK}%SJdy0QOFify-zau8-mEG zVYj2)58DV2w!WMPHKR2$cFTA-bd;%s*~Fn+r8nR+Tn=%LKbFwnAwvXuVXQ%6u2_Lo z&a$EnN~_<8IE*`*5*_x1ws4-E3{e~x65G|)*gS`F4tfeh*%HaTdtvwOJt-WEMD=#& z6yL~KM-d%D6z$&#w5-p|(J}TCQKQZVT1ZMeyZF52Sd!dqZH+-YMVDuk#G_+@Xp`A@ zN$7$=Z9uD3l&48ci10a4*2Zu_O7DzY0P6ejV#5MFf-sQIxoY{QaLkGXUmi&bYY|kG zHG8Zj_iR{DY0<0}b18#qoy|(?EejaN@nL?NR|7d)OMlx9G2j&dg>@-2F$kNFXK3Wa zZDcF7H`iLdQI}I_K}4|RhIX;}o-{p*&F@6)y^Edcq+&QVPBx#9*7(g!-uP4NUz4G$ z@qo4S4TyF;Z}3z+%Gnv=^Un!XGT7sVkCXV}xP2(hr+(bK zSH~00(?LIYJPj7{j}Dy>SYKt~DQCO;u|8-sID0jN$}J=Nj$i<2_cDQ1N0$22k*_2b zhk)Nw-o(U{dWIBTXF&$T11lcttPk0J{C6hbJp=+h!|uaq%NVR%2GUPX$#{@*iW%G0+YN(MxNN@!vv)mh8aPw!LyQLET z&T>JbpnLyQ@Y&y^V6lwcz~;v8&pq${5>K){p=RKVH|m8ZWNA5(I%h~Y^Nc@i|CpXI zek*VT^~sl6@Ms$njo+%Zk+_Psi0ap4H{i_urd{BEIpB~&QJxLW`w@ZEroH3b_D0P0OOiB1RKY-()kR_UaoDXadYZ@zN%uIWXYr!qn=##wCOh)&S?&W$rlK4g`iP$mGp%=Uk00W!V2ZzB>s?KP6L|9BakvAOeGnoD65a29x z9q*yF5I`FF*`SX_2)?4$2Hs3FqQ+lV02i|80-Zz*ID@83nt!yIA1zebmO_Dd&t>d( zDzsV0)JA$2b~rx3^(HkK>3e`PzZaZzDSWM1F?G*$isMe!nBEeitk~{?z;&={IM=N& z_ozFt>&ux_5i=!1nHRgR3oM4N4g*Wi#VBcq${>Th=PN+-)(6^E|IR^N(5$mL?d)g3 z#FpP3!cd@A`U6q0)%QS_p;VWcP5jb0^QPXFIB0ylWFFitKH{O~v%uSgSAcoT^e&9U zSLKzlQvf-*l==HAa^e?i_31dTu88WcoMa#bZp;uazUMVmHKB`8L~9G%bmGJkjX=!_kzU`HW-OzOzxxgNt#oy4Z=ZWe~=5L1j2QvPpLf&VUK< zm1nU2R*4n6qv#Cxsn}21iIHtyt;$k*K~-JvjP`~H%kwHX{}H!{FlG!r_5N{+suCQ9y7S@I4|>G_vr@*`H{{9@m^3Q50FaSZ>1_0p2C@?y zvX)I;ZG~->y->J%_uW`Z<~CfC+DFx)i;0?2!WHxGEB8v;Pgy;@*VGHHi69pIS{X(~ zeFiru7^OK+AJowSGu04vr zjxSC!Ppi5a+k|8%l!sz2I5Eq-iEe=7QKIx|1bczC8L!uY7+lN8^ZW>U1e>Gw>Y51dLU5!mv^t@q!sC1y7i27GcAx$=OJa?0Td~>wp z%9=2=CG!u*W|r!fFZ`CK1Rjd>P+MpCqZ|EUQ-ca+yNXMoTnki9 z`=9z{bhgEzMMLRJAG@Fk5V~eth;uC2+!CD?YCxBh-l|W%ZV7(pTq+?75u9AosTu_I z1c1Set@#7p(f1{jC1FBJ1LW;_GN$<7=h}$c5G46g_&k}whv};_dkaH7s;BWAt?$J) z`}%0quk{-Z@2*Q-oCqawZ?m~1*%Siw*Vp&pf3bw^8}o^pm%G)40$>0DI7Unrf^GKu ze6Dxv63Ri;ncQ0fv)D<@VxV_3MAS_%w-N8U;!c!gckg9)tk!ByR?@6b?v(NMTXh6T z3v0w6IbU2qM34obX7&Qur*}{Hu=Y3!;W+;rZEqPA2iv9VHi6(4+}(l%5AN>n?$W_s z8-lw-kl?Pt-KCM>7Tn$4d3S$PXU;e8H)qb?Q#JcXS5w_p&7bb)S?gZ+eXYWpntvUt zB|}|oz;y2>ACX=_O4$O#PSlQ@zs=O9{yoC-fAlOPCjk)G+A}i}^b8YTu(-m>qp;D6 zBV6TUV5AC#xfB7*J`?;r9t?QE+rGF5#$`PBd%CoVW{jw7yDaSAV z5z-HN?rv&Lt#e6`pw9g%9S*ED67WWC?A1*Sl3_ootL*b^X{N4qUy+>uvZYgX`%;!~ zA4g;!^f({>%33W)L3=N8iTr16H=E7-w#N9;vfLNj+7V$4#BLCeSU?33VDQ}9-u^jB zi~DmvdQU+@&$KDWp7E5d8TteFyyrbYBQN`I)H4aJYZa!Hd~VfxhGmvBaEm=Se&zq# zdhOaGiaH}LQ}t6@N^+7W6&lmPMUpSO$ELr?%QF4S8J|Xdu95`X>~}4358`c%kaE*p z6~^|0dLk`8atYbIWT91U%r|OVw1>#SHme=Q;X8;w*PmsUp9{y{oS7ZDQsz5&odzQfUJ*NsC{Nw$F zM4N%V5?q2Z&U!&Rqc(=McifxJ6_5?-KPvLglPN!;+!~KZBZyk$Ds;D?^aj6(L%L%% zZ`FNX`$Uv8g!Y68nIhhebpNPU>XmYccI|#XiJMx~xdOe5W`N$Dy>~lsAu>xSq+&M+ zyXH`O?C%2&S3R>It_Qd*C%cxk{Ql!Z&nrqbca-fr%m?ntd5|B3_kzr=^NU zuvnu<*rnlBy^+n5w0sS=5BZs}TN9V|y~Y4ofzim<3i7KKC<>R;HDLo^G`vXoav#++ z7C7ZJ$Jb6(b>@CZFx< zr5a*8YvBg$MQN&+S6jJzr>7dcPZUVh!J! zumOu;+mjRwNXfam&ek3?I@_#`p`De)PKL+mp)89}No(J#ZRa)nG(0onjq7||#G!TdGeUjE6xi8HdyV*-qY2S9V~nny_xz5~mQjC%hJK=Qm_a@M60ojop*5EcsQFoQ@r9Fcsrua9Dnl*R^7fV_Xt|SN zTe0xQQ%l-#QNrA01Ij}y&5YmsO2g1@gpx50iNJMF=b~oQ!yo(6ji$4N>1}UJ47p<{ z9Eu8h?u7t+B!XCbm+P^+BvRO@YL(Z6GE1pe5U zB+X{fQHi5j&cgGZ>8N$Lzj849?MuAP^U7BVrl|c|&s%wv4SxrI2=VapdMBbsFiSszX~PRB@VL^dvMiRHcurTBFB z{RMc!gqR1bA^vTRErD*dBg3=H?sxG&LMMee&)AZrJ6w~XwR~p~p3p9B322e4TCO+C z6D&*n?gNrN>0$v5YyHD*YWF(mBuJ2Ux=vRA$9NT844{UYd@Z{4FSw zgc@D%OAL_qf)+p1K{-2RpFs1cQ-$p(?G=>kQKwtzGQqiVG36Y!?u`4*v{bd0IFTi( zU)U$z$Q*hMc38IbM@~*I4_Ph^Aoq&LM*f7Xs?^Q%)XHOip4^o~0)9>RlPQah_N2KS z?=3-Aw5N}M0XpuEgDt$ZQhiNd+N@qC4X_i{*Wxf4vr3|)Gw16kU)jNt9No{)V$T_O zIfRdF0*)~X)!AR0n^$Vp(N|MzXduD$7y_d=U)meaTawzp0Avg`&zl>=3s|OE#FJ{= zW%QmcvV1x0K|QotHwF(OUBrXi#5gDt7gP~hzm`kk@k~2`futUBBCi$ef_Mk-=zw9_j@of=CK>Wz(^^xUUcW0Y|-p;>|MM<335IiO6EPL<&9KW ze*k*^PQ!`WFAp4pnnPSru}?|ZpROX%iAq{Nh_LtTynJ9dDs2r!d*Qs^ z;HxVsA-kvPtmuab7#v<4rCQ3ZdOpeW($t$6a8v|iDAa_--aO|dZdtZ!T80v!sB5Ua zKj3VIA>n5Rtyq$sS0(Y1Q?4oE6pm{WNqT0Ph zL{l2dFE}VOcQeMFcVwEI{;4zox=XIWauk7s`84%R;2FLwla#bgsTo{$w|FI(Ia8!_+pdGP%OSn-1GZHu zQuX6yaHJ;_JtTyvX%ys7cI0>%uVbtAVSRh;gT)gvoG1$9Tt|O30oMFrY&f`K+P1r( zC1W=W5Rh=7PuQK#{z3??W2P}%X9eR4v)F2Lh3AinZ4&gBefCsF(cvRLW3kW}Qu%HfU;I(lPR>%s*M zr^CIuCjF!6*&;KM^gPP3y(bOjJqz~6@&>LBrO8o3VRj*m3=b-j%Cu)5I3@q81*%c* zK>Y=XD9(iBe%4#j;ORg(N8wVi4u`;+$L@);;vDUbr^ww79QGYzI?$}cp^ehxavbbg zs*t4N)kYX$|MQZka+F-qzEoge_OTFVMjFKV8i^WM9tDg5)V6V(D#5R1beave!T6I; z?KRTFY&wLrR|JA@27MnGnH~63ZzNTwBij3J|cc z_oUBeI+}NI71-Yns?b8$Az9nFdxPEJH9h80qlyx|=ZuNR!JNlbPzNM&ta(ROquk4U=P7+ei8GVK%J`gHC+hJ^} zoBz;88(#1P1^!Gwc$q^>4->h?z92L$yo9(?uX&SfES^qrO7McA3ez^}XmOq?+TE<@GI4OV2ImK%Uw z2VjobdWxLi*XGxK>Fz%>+pLJJRv_&_bXA=%%M{IVO{evEVnx^=gdmmY-t%7)T5F3il>^tFO?6Yva9+LLWnEYnKEh2E^YYp_TGr2(R zN`8Cq#7USi~zNXjs zDRU#Umd&~i3T+GNJY6IZH{D)a{S`#UW>rcYUTMeN`%W9B)|AaeFYalfshKbb6_l+A z+_;bY8oNp`_D3q?ponO_uIMzo^rnW?Q%d6s>z?gTczEbn&GpCKgi|0=KM1YyjBCK1 z%LB>&S3k}DKsxt_&S<8OQdn=%Uaiq4>6#(565lxJ=-H1VZ5F19nMgwDN$Gk zwl=J(T!m&jrK}6-*)v)PWpuJ0eHG;SpEmFK#S|~$B5%hlbp@f9IjVJSN4t1Ry`-U zCmY3z-?mze-sBS7gd00JlsGLj`< zgCyZTXy!xYaj?kyQvFPtYNXuQ02++bUh`*|&|$m}9ZHZ2;+7fRvw1+1AST_%ht?uc zETI9x!1f`kD5?*H$H8u8!8zcr$x4MYh1|a59ReF5aGUi-c--WOznWXj^z_;8gxqn} zmHEFeSNm{MQqPZ88#IsET;h4SE5{wS8`}0$DwmH)2s_(n#WBQ~4uxFkg}(u;q30S% z(QUe@X1g|u43MHs2f02{BJ*B)l{FHZDb7TjDR(tD-UuH2Bs2JP61@n0$^0&J;|ehj z9d+O99=r=yTJH3V>U;U@uid__TSLzqUkQe}IL3=q{uyJ82^RmUUHfd=D7WR3Wo*8f z?x`jGX!EtzK`6{{eMhzF_b7%HwbOM{&|Tr&J0sWq+J0K@qxXdlj(OFIe8E>E0~r&vU}Z;DyLkd|_;{G0p-t@}Sbg!$iNqyB5O)Rj=s z#_G2X$PV~LDxvnbTH*xr#*PIxdppF;EJcO$&BqLy5zWI zxPe1Ce7e!aswYk3%7oh~b7<*do#G|}_-B>>0wl%Hbe{x3oJ34IhBya0kGb%}FPxL_ zA=ExF*?2QFSID|IOXPFg24zkYn=DeYp(}j^#97bDQ#R9u8Hsi4UllEo6@K^I zqH2P8Prr6wT`^45J|~*Wf**ahQAm{@HMWU)kM9YA3z(*#36Y zAXPGHlV3$Yjl7r1KGQ8M{hb|B|FTx->H4g6y`DDl?@$g}m`#_FQa4Dx%G#g$TCv`Q zcrhV|*@@EL`<4T0^pGH}ABZ9X8{$&jU#ic%v^a{=8ujV=_71z>mvn*S0!9Dv`=nl5 zl7_9MpL%NKLBCYFx3d6+MGE!VYL8_hq&Nu zmZlcDwl#P?V)>EE4K2P&RQ+IUULz!AWLT)`B79WckWQ0Tphn4>VXTw9X18}_DNJ;k zX>3G8K74M9&(OHfLB3ZhRgVC#_Uyow3T{qOj`&)+!FFCH^2_&!sSEA((d%_aMhkuXd3luoO~@UHd9zAhaIza$NXs} zW$5#TW3~mY%XcxNcS;VZeIaN_qSpAz>dnpQ4WG%!z|^`6ciLCT$?Z#;32{T3IDRCC zN4%2$OQYTY)US^6L6HtHoQv*Fu*6Q{O>b9u?H4ca5t^ajd4#q|7rW(Znfe!y`^C}QP9 z0OO2RmIjdFML`lxaAKQho0c$sSJNZX;b4|uz|G5cizfWb0zE3*C>p7lFrjdeoWAQK z3FR!u{M`Ea@;i3493u@=G%h~1^!Z2E)U->3qxcP~01+xv;oqKs=(}8`hIG;t<=TbY zaY@P8iD!g0NolE(LFeVzLgo$)534UN&wfP>vgm_k1~Zt$R1a8CtLBgi4_|&qy{&g} zzi#OB+!?DF2|}<>Jl}TB*ft6cx26s!l7*CMxqMI}Dts;qW1KA;1E~?aOuqDeTe7CY z^{-Z!9{uN+c>%ovBnZdBvd`kX4y`LjeHTlxahHH#1Jukv{)0fd{33JFq*-OZ1JZ9U zRJ3e1ZX)E~?7m z`=ZL9Y)qPP83Ll`NQHRUMdE)B79ENFHQd*)mk)lU%O`p%s@!Ltnaq)T1L`G#H1B&3 z9DHSrZtz=t+DyYd@FKmmN2*6Nc(*=Q*=MvAWV)L~a62_K0UXxVQu>RO83vRuY;VK_ zZHYo<(N>nk6*ryBfQjb6UY zxgQIMbF&bwDX((jKF|%{SB{J6&)hazcFoxtBhAUs!Cjx|?|~sdBczq@npgXz>#;Os zZwO`167CmHU?0`=b}!L4=TIG@nUXwrD{`zNcz+Wk4S zCfHwH7R{+79PD$%{{mpDQ$0>@hwkcA_`oNt?UUBtNX<5A{f6L;BSl6aUQicq+vT=tqsx{1W zc-gzp(C@p)IP^BOeyxZj5t!L|a@gtkMOm|KY(bjM0(9@!nZ2Vzv+%(>loW~S-8ot) zKMYfJS|ji(;OOhwflWr|-cE-;EQBQP{`*!#QCeu4j)%X^la*aUrBWl~L>v2!LXWCLyJ}f_(*qu1l9uYzpsQ|E zbX#L*B@?^2ak>Qzz*$|5(+|N-hUr{&TTXAxSzZnNU06UpHkbe~Hhp_0D}=dvjAlX{ zQ#9D36+?rT4s|lb1I9K3(+Z+=pY?$bfm*j~Y}YeVsW)mF_fq;M$@FNs*ffnrC|1(h zy+zgoE6$@(lrW@6!q^Tpk)&`VRE01&{0D0+aQnd6He4JCx6>8qT$JiH$7|nXPW|J9 z58@#>m@3^YOl5(YnaOO3jEo}7b%KYpzVz_EEj!~Ijp(nV}q69xSY(&*KC(9 zR&_Zvjm*>b6Zw*P!~(Pch=~)+Yp;Hlk_%UDQJz0O3rou23+c|*O}ioa{3vW&{9XPIELa%D?*ifUKuX{u?0Hx7NWGF z9W}8%@~O5Yu5+ct^rbl^0@ec9rx1@BT{UXw8ws~qU3^DnjZNHxA}xRB7XQp!wTa>z zuE&>&FNJZK@Vp-fxNw;__xZR}9hlzSdbe+L=i78}7;^Ac7idyLQ9E)!yXZQ5+L&K< zc;mM^5zq(HsU(F?%BE>fDHhpS5v=iJ>hg|YmFHd;5Ys_34}QwGB_S3UE@$>cWPyWj zUWiIHzy%9gPmI~g{z<#NK{qF@{%E6rh_QjfT78i%Q)zMI5#DoymPcH!gl^4xa{t-> zx`B!CLI>Ua0mff4fQR*{!$@K9%0sl14UD;zPH-JJou~R_$h4Yng}2>4f2~q;! z7O_Lf;s}q~7e=gpZ)XfwoydS^LE+?ZI_GBZA#OpxWE{??O+HbEKrnrX43bk3TDp(_?qE+ETo| zG{M8+FX%iRXY5<65A}@8oj0w=s?2*y1~FkFzC!s%pu9o*FLU+-mBf%*KG5|!vQbgV znL4}#EkysuN6rD`L|&-Ap`rw($1{%#?GaN;%H}d?@L^YAXGPEcaf1zz8ws0uw2u#gs+8T!IR@BVoV0q0MCLpv_is$Sj5;a*vmIFRr5is+Mizk2_k zhvSjR>JzmD5bDJUhQ8X(87d>&=cm8ejEf)}X=kX9z8k&8zQb5CarTgW=z8eL?IC(bTuxy&UAeZ;Q z$BmD7`ct8$W_Cq@o5Z^iXvGbk8AV}NY~))5+gZnqcDPQdH&&&l)YM^fU|hv0oFefg ziKe^9ne&~1^ETu*v$f&D=*e=UGqz|Dn;_9ZO!z9L>QH@}U)?mbF}5k_5{bzjxc$<} zPk+)Tzi=$+KM#C4)b`$WhMUt0^bFbxi+B|zULRQ3t=5}tc-sV*5lg6F9>n=dY~`1k z`CjW*xY!ArN5}3EODLq5@cI-Sj|-{S&Q&b{8GaPUgo;USMs{XJUiwjjNiY_zZfGIk z32l3c0aO@!ze%xM&ShQCG36O)1!<|W<@>HWL#N}B*=r7ih*>4=`e}rkxOaBYKhttd zen!PW9Nx~-*4oxs&*7oNNwGsIWxp8TysIAv+f9vkQU8e4ar|Dke)tRUH>_B&xA$W9 zE99(!;A;OLp^9?q?Q^*Bu_DyLOqydgr9!5L1Hti+&<{=oqXcTfijL}LNwH449t3M| z6J;(Y1-iZD4a+pCTj9#!_=?yPET|d#N!c1VAD|g-x*NaakRq3K5Aw4H3X%@N0H#;G z7p~?t-hO!2nIL#-!6;5$FwMB|Llp>~EIMc$;IMq0%2gPp*Fr;C8Y`@{Cvje8Rl<+t z#u7d8u5bJx2*FP_OVrm-7tVhpi(S6{9ib|%WwUvW$~)IqT!NhHjWW=rtl#+i5O*B^ z`cGh@z#(+`+N7-hixyA$Nm`TlSy!5kc{7s}v~&)SDm?eWv~5v$xLa9u$t-LN+^1%@V3YZLec1_DW;-?Ow&cc)3NifZE%E(kLuqS)iFXQ6!plXO>CxbtgXl*E zvl;RRvZ3PgB*G`-#xm7FZ@c;QdDj>5#$Yj~RgD z-f<=}JgkQQH^cc)mj!1m9bhdenqXv+U!v&IMG3g3dB(Iw^krv^RDxKhS`OTedAos7 zu(Wd8F<(0Xof0)Q4D4|;&{Mr4$>(IU-PYNS-{wx^F?pLKPEBJi{M-thI(yZ*a?rWL z&zKZNE3xUnP*kKg*>HOQWa#HWG&?N$6Za>LKXAkui}YTqrkk_XY-`r7;h2m{?t5xN zHtyTb>Y@a87Hh6}j0SFgX%A_Ly3MFwtlN%~tWQ>Fcj#F^Lbat&dm?)pDV<>dD=>ei z0o@_L#p?_9oZWJ)sJ})T(3U_EP~9#+8yJVzPa<+#Re((#`&m6}z3}V(5H_M2Q{XUh zoSFDLL9NeZLsbT01SRDJ%x>f%b(1@50KoL?0Y8!Y)PVMvvs_8pXb;l&a-Kl(Jwln* zW{qoMNkeF3=%%aF4RbjR-ph-^m3c}Iwsj_&t$lgd_kc~HuxI%3puubvC-Wq^E+ zm9XYADgS6Nkw>3#?j(+L1b_GW_#{lSYFU!pWoEj*Oh^7H|4d>R4WxFV%9e^}l;YU_U|N z6N{$Rc*w5R%tOn2jRjFQ5su}oh|cD;zlaAv=|-y73Ho2*2G!hd+E?xyh$)#}%i%rM zt~i!w6J2FjZIyi$q0Iy)wXLhlLO#hS$gpwijX;_@<9eSJH)}6(NofpSaJ^A%kmTd6 z+X!;%aZ~fzND3_0%dd)E8ct5eM>C_@#t!|%#mVC1Q7(QzE>cNiBCQ|3(yeVBSNlbr z*OJXtxlZ^`&YysM8q41P<|0-$nw z)LSS)*6RoJf1l#P-wMgzZ2bM`mXr{oCAIPbTI_Thd^w1v`APl>mV50~z^nB3WXun4 zAY+vvx#HUwbIe|r16FhG1w!m2rzQO#~HmJh8|iz=Z@& z%&8Qp+g8EUxz}^;fsCUu$^B4tbyMiA5!H%V=7))S2({lupo$J^4sxaISV1H6$WXHAn0c6Xnw03<_+;3Pb0& zz>%>91)T^JWtWc>dG1fDx7ek+=ry(`!F_60Nm}7Ztp`_n9ywG>r!Fi&H1S0~IigE6 z7lUuLQfyw%6m8k%J?J1r%1}CGMrlfwX=P)7(Ey$r1W?W5gw$&=#0)8{+dq4Lekw?) zuVj||(<*7-u)L_%m|<#xL;g$ypNAW7q&S=cURg3wNdple6aw&SDxrxclu4bqmn-X< z$4dHr-4H10lsXBWG}GKDlen>s8pBapMz}IUkh+QC5_q@Y=2qJ%VIgOoqP>?)26*!< zBY`iXH{>)eq1O@V%|(DCBhVFQmHQ8c`#&(#YT9Q9aYF&HBWJ!GS%r+* zlJSb^PfJIOxM?&p2}Lc=<_w>?@ps#EK#Ij}<3e(w69%XIGP|M#n#X>CTavz?7T@A& z=I};V2eMLy)&+~J*)|JG_w)ojt3J;j|E@6Q>HK4zU?NPaWTN_kJpdukjJpTh6v^}= z3)!D^OE1g8^gR>RfGrF2yNf|*78JVEOzYZLZfy64;i`D2L`PtG1iVPtq*#_|zGS@U zC~VIfBKq7Op```>vardUjjq6`dh09jDRWt2f8=CaczOVp zok?KqfX2nzP1=OOF}`nIVJ`ApOK~%%M?d6W4g$}HHpmCao8Ijq*TQvnq;5kkd3bfCsH=8m1-PjC{)B7{K z4#&4b!!I9p-&0~LfT?Yc(c=^q(%T${?GcB70*yJ9E-<9;h^$TB)C6s3pDZDEwk&tzPBXP%xxOQlrva8&KxH#pEl z6>W)kJEfqdz0O7or4vmn-y84J-AVg{!3_lb;PqSz7CB@v(T?`MEv20uxW<>%7UG`7 zzYvvy_FyM4+Kk5WA8^H{V)-`4x<=_dexa2*P}&!5ns!>HxO;tUX-i;{U152jws6GH z^!kODRN05r`{`oPTU?hk!hz$&-G(A04alXB4M$q#$Ho+n&v^qLs7V4pXYAxDy+PSh z*&yXe{=HcKSD1Q;4k1xj$@b7}hmu24rkkhvb^mX@k8&7r*e(OlH`X|x#)*(PX2xnM zY4Llga)z~-t96_ib?#)H+PgjhYQryGidZ=h(IY;_{dD{9%vl2oZ0v_`fyM1Q$-S1M}cx8=mY-oso zR%|oOWUww3qsZBCZc^g->a3yLm;&ce*|mezTLjs74V71-g!ndipsOrw_Zs7{mkw{_ zD6}g{Z4x<5k;AeWKK(IGFV^lac@_2nI=^erUgu>st=3&49AH8HNu|Umv&y}ztiiP9 zBG3$U@%x539{d?^g>6Q~@%`eWq52sz0psY5z!a0+j<$qEs}k9@kmnS(-jTPNXl1e(HN z9zIhTDh3wcP%$deI;ai0{*yNH&r0>*J;3DLSbzn7tyo{($HZlCnXNMd(=UHa&t3WZ z&@P!@B-@N4y7-LX58ov!VCSm?_1uV_%-S=aPK2k=UuCM`du@nUJL-5Q6rJS=6w(xl zCWogk<3dR_TVB*5aIr!mcGd~*>Qoh?2Wm}<_#yX!mQ%hr1vlK(D;sZpZ@VAMg~m-h zf`tpJx}R3xi8LFI?kqhc{{om2QZzW75kWNd;c9ZbJSZ?>Cbo&)yb@?4ztsS;WXZ88 z0IbSKuneX?=Ot>e{e6fRpg5)QO}htg>u31AF1S(EayhTv4!W43Zr1J*Cf4RFpMJBM z#fJb<3?-w~#uNbQ@dotVG@^-=Zc36f)*+s0o&D(&0|jgbKvnr?&%>}MRhoxWBJ zyknc|<>A3zI%stN61?{m4q0WQru~U+34kyyqhs#pgVLSYhQmU3I`T*U?|@#cI`P2d zr+_aqh(1Y!ROo}GqrtwdP@r~UH0zsJsfD~$Z_^oV-ZA@GWP^B` znUum@LF-4U(KlJrqcc6_v6+@uWBNXAorL+8JJ_b%D*1^#8YrrXDR0=aWGQ?Ph7%uq zP8b;vFY5wp+CAF!iqSsoUGrNFVwu~D=F7Aer@-1!Nw4y&%pPtcVe@e*hy%0c-Sl9pp)Q$8O=$x^P;kx<4#?FLQj@0wLNX+4pQ`_@`&ygP@ z9#)Ng5J$9?Ofm}NYb@P0A8^vFYp}wXPCdz<)ho$G(&!4-LY!5WrN?`~zPIIR%_H{W zUw38rh+AocH?v+c^b1tEIAh$`hj6q3iKc?eXwa*R<6RsrKHa#sn6gXmPA%^rIzz-( z_jXZQ>qFn~QM}-yr{Zun;_e~FIbq#&@$zraR)3TAwf;pZ;2l`)opp^kbNgv}?Ls){ zIks1N(twO^TNCQbNfYt$)pNW~<&S9+^l|{tnvqm{l19^f!$_W7i}Jt` z3pFtUzqvDfscR>#rV<7SXp5nXu`omtziYRP4(ol%3)!+KCrnf}!|BJM*4{F`KBMQ; zbVC)onL__InsQgc8=6vTn~j^@cfOD5!6L-_1as-bF(i_&8e zE&~wOm(e*?U)1m*!auxc-3)#(hbD^LC?#u-T!smSpW&V|QPBdRnW+8OVJ98k`&t`F z^Kzix=@`F~XEw>`L-#<_NO+#{G`k}d9a~jd9Ry_gs>zf-%!9`D$OJ9>OhnRIx#3we zz`n7XHR=4QK0?8HTJQ()?gIW$#nVRwLmF<`QeooYmq2%wlM%`*N7@6MEtfU_k0EU7 z2^WJ~NtxTyJhhwBl}RxOqhKNbQ+umhxeuLl)sm{$jMrGJ<*Iu%-y6LMIz8fMoQg7M z<#%Nq8mSxK0k~YeUeYRqXelBeUFk6l8Nh9I<}Lq9N(R4s`AvK|6k!x`E~$4T(^}mw zz8d9;##+Ho5#jTa_|ebN_BpIxYUaS!5#^R4cq%QoqTEDmNBC7p6*C z>&)9=X}wdpcOWYyo3W8arHh|}LWX;3`9BQ{O;jf&j7s~BfbUAb7`r#7sDAyT90Ds3 zNzWkI_S<7GiNmOc6%6sn1Dnqz~mPjvH0 zXE>h`p=>F~iEMR-HSS7rt`UrEaV$@IDp26v=nouk2U+wayIt*`k(C7`f33osQ<3D? z)i9co)l;(7BCh=Mta5=DsDI1|-JbZoW&M+_l0{NFkCnrs@rOFO2vt@p(?}^Z{k`b#kw);#@e-Q2N*l&1JS+GK6b#bhNt$k8qdR%|%C7Jszz$H1;}IBhTK5 z`S|_@a+-6JD?Xo)rE*gZN=P<8SStvr4_nnWImJC$u)^IDEu1BzVv#aCynr+2Vu@(aS`D8e;?5C$1`w<0_{?_U4Od5HW8T9xIfZw6;R=YiUI;@>( z$IhA~_W5P58_AVyk-2=FM3eQ$$WhXiKlFZCLL=VtwIAyB!VD?e5z7j>_$Nt^Uq=Ze z5Uszpgu0>4*OVfW9G|hIwc2X%`G>w9WytXAZkDloHLKf8l%~+qb%#~)rl(NYT@}U8 zSb}+;!W98_6*)X+rcJ#}>GPlO+WWrt#P2yVM!Yr}PzJb%DO-!|O35Jo!{M9`}%7V@l~EukS;?W?ih#4=dl`>@2gI zyed5-YP)ISShnuZDnqRDG4|SwfMX$EhaX|Bw1+mx3x}d$}_1cRzC%N)YsTlN1U!fK19>U!M1@P62ZGGvlx&R9{bL2#OkZ6 zDoAO&aY6eY(0GS%bO-tJJw@pQ+FH(81>hO1E;b~2RO(t~pHwDbq`K|NuB$PFtTT$maw zZ9Xk;jafDEAx0hB=;|k{9#4o35#ZFo<_Vk*=r1SzymF0pN9NPwj%xIIV_43guhc#mVkupdqdUw+bV*?es$7-G{&eU}b?pJN!ehYTBI9Z5Ex0>DQC5KC?e- zqkR_ZJu7;2HS6uGiVNL6N^>a52Aokx=XV|maLOFYnzHWM->MWhKATZBx7?B3K80Z= zWFUAj4kTq4H*)w%-pF*vp7&XWZlP)v@aHH?Iob|n2w%rr^W-9r3-YKyJe2J9M6Bs_?cY0L59@C!phtNVV?HCb2lv1pj6E<09l3F zsIT$7trj{`e$YL|Q53MV{W5=&=7DP|-Djtdfv-F`(KJovQAP zU7KRe9{cCbCRNAs6GwFLZZ=%e=Q)!ukw#(!9)q5EG320(Z}O_jo2&_heCmNMeoD2R zC87>xpwmzFaHi+SEU51SHXG*QBx;;LvF~%2TbpPg@N>vg0A(q%STs27`k?g!)v3Wy zP9h4lzV85HA@az?ydTmgCiqZS;MV+|U%1-p?I{}2Nf5gC_E_o-(=AwgBR65lDc-VHi&B=cZ&{*@8d{W3HEyg|>?3 zSOtMyu@no=T?8yA7VCa{!(ca(%|(kM+nMp=5r;3(bqU~7(yiy2J<_iskJVMKai~?} zy}iy8SZ=1kNzQJJ;|Dc%DF(4`{-;hvPUk=?o%Hivb!XoO`IkLSODwNLV*<+dZJHEq(ZX6I(px^Uqcv>&tCAFgkTFX+uS*66Ako`xoI&Bj-psGI`wNC``}IPDux&bswj(* z_Z#N|7kahhBaDenPg(8R&ffk8^bK|S&@DSx<8Fc!mx5I#c>X;k*IalGOf2dzak9IO z#JI|{UwoquNj^)jLOV+rjnkaQ%5e8_B~7(k?I6AJ&aJF?IpFOxb9#7L&D$Cf4(X;8 zH{Q38kR0u6l{`~|R@#r|%xGUrd*DIlzp1U}Loimq{=;Qet}MON+Yt6LnngCgU4 zQka5?-<&Y4mc2>R@D~8vlVo{)@{E_?z6#M&8&$^S7_G`H-%tV;J`K6>Q+=sm?(?Fy zKjSg$(X?=?a_7vKStka}gxiWT1y{CE^0}bsTb`z~_Od%-n|AG6BJagtkCsYkzzhc4 zre(LbaavrJ{0|ye!}r8D`e+fiaMNyRYv(>Zms8T-X0w9%t@MVlq)X?ki)}m`3@-!k z*!;L@Uu#E*JAcG*8{}{r39Gjx98B(%^5|#N>x|;HSMvRK%%sbV>YRr< z)0*TFyGSUy!H-7d{--WL+3ru>1@}<^Lw;6avjBmbdp!ro-e;Ox+pT6PZa1bxcNS#8 zJ)9@jzN-21(^_=UpV+K-*q^zc-QrjBi>x-+t)9ZG)KNC(wB^sGwAcb?>A|Vw(YBr@ zBhYx1m(@Q;_s7xKQVrx}x~T#?tM-YZP}zj8w)Fhk`~j}j9-21hQ(lrZ>l7Ct`dh9b^l9I=FyBNil^7)|ViWCCXR z6S;3Fs07=d86!Xdr|!Ws23YG#`K_;uO%<3TFbKrWi{2@Vp9(b;t~}brKZ;vuTI1d> z9V5{zw*B42mI^?VZHBsr@*hhDPpRjVC}Atha&dHQbYqB$@ zZRlHN1uwYor-dzX>Ir7ZzAaVroyds*dc&dQwe;zub%Hq^`2=YDIy&UvyEvpGizQ+P zG$~uduI=IHiQ8(9Kgi?Hdf&TaT$>48o7mv@mjTcaAV*xymWrJO9(W(p0HJdp}dPR2lNRCCd1&H*5^k z5&7fbOAo}Tus8a1I@wmxQ0F-M4763CbBL)_VlcvVD&{B!fP*eoIXN;EKBL6I&!jA+ z#jCN;+5T9FDSBhjw@m@{>4Q$#B3?zC(`89a!25Q5?>(pBbOyb; z`65kNKq%5&ToJ4?uZw}vfDjBR?4!VCyx1xJYID_dJATz1P*f?>!OY2<=Tu?$)yjhDSynyYFhc~pfD zRAA&a_OJG|^Iq~vXI8Zsiro)0{3=0m;KAM9-625m;K41pyL)g6?!gJ}?iSo#8h5wg4*Ax*-?PuT`+Q@3_n!Oj z-m#m}W7XZJb*^G+1kZ|#}Pw^`4qy~*ZpwJ0f+mNss= ztqyTp_h}PFzOuR-I-{po@xlz-#evbGb~_PMm)N0p0)myR7H&?k@nk~AIEe7jXbCfQ zv+`~{8oQ1@5S;nuji1US_}Hy_d?|!*E-@Q($^{zuO~v0R1jPXi@eRDgEV?W&8zE`8 zPyP`A92?Z@hKfF~$ky`_JgpJ+cIul;Tfu{$R()H@K8yxM_t1nl!rY ztstAEo%PJh(e}vO*{nmvQBd>X`%M_(tSR4y^j23hYl;F)n&WWzev&d6-XpoI&;o1@ zGJ>zSPhfs40!tSJ7RZi@iLI<7>Mq;3bPaGHYYD&d-TY6XJ$cDDzPY(z3X{Ynzwa@an^ukEgn_x1a~ka=bBe-+oStc*lEr6{37Z zRbAYryabI19+RQ3?wm!ic_a|jFwd|`(k?~EtdkA)>b#E_A0!)n8!|~+EsUiOV$0>R zl$$~5D?;^Ei>AGD?;gKn5)R`OQ?xgReVD0&;=vq0zQAg7y30Hdb@&q7GB|}I6C;bw zwj3YvRy|W>(tq?%geDVmBB@r6vK)4HxJ->MI zoo#yiUPV1)Ob;{jn!BUhvfR=9ixXY00*TaVt=7VZ=y4pL^VBKPw2zr-F0=) zGgt}P_+u(`Xy+OStnpIM~@xj6{I#sOmJSStr_xyAmTpd($wLl znipR)D)3l!(86)6$oP~34%#$UyoVtRyQ5IT!7-xwtc@$n8agH&G! zMW#VC@6ev%3vHJxKjD2)yN_M@4~7>dBRc|%=f!hs{QFLa0Qk+#P1WCo?(cV$q?iR* zF<8dQlQZDp%Y*D4^epzOs^o8vgb*%$^SmmSEmCSFY$7E%b@TWWA>Z+w_{(kOCoL^W z5|nmITR08LXZn%SGj8D=xA49cvo~iR|6rj8@=~;$@*3r^$XeTqz2!#p?Ht! z#}I3?WNV(%Y`0fys2ZPIF=!{)Q`1Jodi7KeXg=S;rfTHirE;Sg!am^T@7@GaRi+6s|-}acO5eulXgxr>Gldk zCb$t}jS(7@V#zCKtkjV7=x6}gQsu$upG0kHv=&R`3;#))( zzZ<;k%Q>>#i6%jY&iceh{HYrgNu|&MFJdiwEz_KRdKH$*^EX35anYv3>CjKELsgXI zD=qBRQL;4*Fg)3x6wRG=QpnT+@x=R}d#k#jK)ACy1++Ivwe? zf?CCkR4D8gURsulH{L8mMCIEBy!sB3EIg~*E)@iNVw4S;*ILr}#r56v% z{pHZMw$wJwB!kgj&qO{>y07Ey>?^oRN<+Bo-w0xg&tg0yreMP3MWJXXq<;x^rIsoi zH|IqW5sTNM7JM(Q?xi7>+=Vf+$ii)FN_H;{pp4lYoRAg@f;iJlptuW@_DWT684G-| zVzQBx*Dk)3nW=*!KF?$Dk+ih@EKjq2aB+}$eoiKCiu*dvxh*94ZOMIBF_7ep_J!vS zrmAF~v4LN0(T&RfS0tuTB#PK=RjLrR0us1SPD|FPRq&V%4);AxV(Mm0-hbQn@i_Qb z0*LY`(FmFx$p66`1@Sc(`@@5;f>khpv_v0rQ5164kO^ywtbC;_N>AzP^er+toc#6p zhIttl>NPWW3=V+$x37*e^L*pKw*Rhfj6EJ&X z6mvt5zNCxOt$xl8y`KxzmZOU}B6#bul5|?J6@W8bMnCqHD51&;eANh74ZLC>s$@H! zu3$ps7RgQexEj+<9PHYK>}{5BA%rt?gR47pCaq=`dAiznU#?I5prYS#DU@5fq9M>I z*N|+!idIijAetB1Vrgw}=y=QQ2`5xD;3?IWTK1$nJ#(vVwfi`ROu*#Owjvzm@Ed02 z^&wyH4+sdN<}*u`bfll&E1)zA|9UJcT`_&us~t0_2KFV0pIWBeW%xYu98paY7^zOX zjS_fa-fG__r>80HqFYD;i{$a5o`Tx>P#Dieh)WRoq&|~{s{wHGp-rEiCrq+w4fGAQ z)k+;Zt+%g!!o;OUict&5*q*x=Ky>FKV)r~a49F0`wnY|NqTURs7tr(|bFWg7^}ypv zc2)ht^B#aVM20bp5FLDzCMx0+L7B3Ce`ry)cM1Rpu?isF2SV{U1@(w`H@ImjTykC>SRpBt@DOGFX0ZKYc4i)v$f z8aYsKkM)Q;tkPk_jg1%Ga>#MVope0kJ66N}T&OKCEWcxmB*%7c5Q=}W*akX2wgq3{ zaTLBZMrq*a$2=G(-8=>^7TDxZ(X7ABNI_LUUa+@y)y3xw8fR@kqv`5MP$}kw9@w(= zMm%}$6AR7n;0*76;2HNwBDXO2{9@vMY${u(5r|(fB9(jLU9BBBcoBG#7I$k7KG$9w z@mu^B^NN7+2gD(5u2id!LqaP602PUD3?{05pxS(2qXSD_eg8Cv<&>O~qBvTjU76yj zWcK`7RP=iTfm4=WJCdfH?>27MT18$sM$I)vVpEX`?u#U*;j5<0v$S{P)%i~^O*Tmi z@8PHYn%~Z&WnFCV$Wd{6YGo)W0y6>%JP47rq~z*sm$y$;gN7|imvF9|xGv5~o(Kmc zCOc+K)AZT4?=+b(UCY1YRSH(;K?5X$3$lltXo#a6>J?WNw{7sd9PX(s)H`(LORSYr2AxQ9a%MVJOyE`aPfY#ps4Kc_xdS~ zL8DeQRI<{Kss|4!B5_C35!`mb&b-O&@2}Wc>dDHV++pD%1_UqDCvCh;E+Bx2CpDcI6!bbMu65^`N%_IFSFeawO!Dw^CC6BXWnCLyqpuAj*YQ` zVd#VQf8P8TG5DV>*#Cm}^iUZ5Zp0jLMg=ge-ukH;=<#pSG7F8CN?IQpp;6T30Vhi~ z+=*7fQ^Z)#cXPh@$0Hf_bWQJtSHBLl6K}O8Um9ryuoi16m3#`Og9GQz&w&Dw5%a@ldiIGxl-3wF|* zwlZ>6-C(aHkua17;E=OLmdiSR3L}QSjs5K4)~l&&ndw}k)3W)r!PwIXD=2ar)I{;6k|fY(eTk}o@cVA%4&*|8xN+q zndLDG^-&R#?hfZkJz365u+8_5D`quXnD5Y={OjyS!wIVfV~Dn`#I`3&ffZs;g*45u zrCC^SZ}MUHg7OGht))@1j>1-b>^-c4LyS?s84kyi6bu)!-*vS*TTob#>v&J zPHC^)3Uz1)o?Ry+&1J+9q`U3T z$}71%2HHKisDf&La5JK)v|+X-*U2m+3&EKrxUEb|9f+5)b4tt7mv1<4pd`Z66yaK~ zD9@G{yrN25N1v18rw9=rV5{`&so8sQDW;O^xUI{+^B4QF(%VU2O(Av{4=08+Ao9Yl zi#BFH?k$=ui*X)zGm%-ctS3#tHRv3U3P&e`gELs9^;o5UkrL)Syx-h8Q)w8!Z!M*W z+7~a$x$wf)d?|HVP|p`UzN=<{TY&Df0J3ixtnjRgA**S-*ka#WGKM6JiR3+2*hDgW zH<&Hy75teo?Yoe^l?6C7;-e%%NudpSG5JNmr;~*Pm+R26(@9!*{Ws6gIG%i_ZC}uj zQJ8sRP=Elipzm_H#Fw|kZz1%j$orj+x}@7l#*w0g_>R>d;mKnq37zz^HwpEgj;&HT zWx;965a9#|N;iI0_Z^FjmheNSPouKlHEEf*spL*EtZp5p<3=p-fDW9c z|3x0CYb``QT_sQgGbCx98y29EVf@u7ZLeWXetS|A!Nr`(d6g!7o1ckMyG391uF`Wy zduFSZ&NLn}-bQ<9n-$`y*_qHY5^teTZ!lM{qv6;lM!q8xSth%-_M6Xl5I~DAUzKO2 zzsv=ux3a%msQm$$?B_a>#3=%ABoT)kfUjL&Ln2W5Q(J>kBYkt2fY%*`x+2rpc^jDi z%syrD7df0^l|zw3-}=g_(;vOv<(62=QpZ@!ED|#jdP|co=1*l_(ew!Vms}MvtF@L3 zYF8FxkbO0@aRAffZ{5O%!jS;&6|u(MZ-m~}p8}^tMTNEY_aaoFqlzR^GeciIWcvD9 z2QLy{n#pSlB+>{QJlzyjZjy5Ms6>rP)3N-Y?yIjvmh7!uD+ z5{X$QuQ3x!9s*VB?M_z|9ulzZwdQ~y3p$Tm(Mm<`5-!`iv6G@nJEx0o?Gxlk`~5A^ zKtbQM)Zxv5Ch=J(=A4MZ=;CCg4~skJHUM^4ncsdnkjK&3vmmO-A;zOa2DbBq&9*D! z(9$ap*-{@@4@=!3N{V=g2#`8NEGN*pBxbq(#U7=b4YY4;4vZ01qeQ5+=^NG&W*!9z#zC4p9)^#W+!~ z>Rdac5P%f<4(UeuqxQY2N&p5_bijb+oo$kB52{OxzfOftyPDsrxq^l;fW&%uOw8P6OZMw!fwSVYb6 zk|}$e8F@p_i2XwiUu|5dN?_!?6Von(pd7vyp{Pu>keV83GuCNby5D`!|HZ~&>lLEn zw_IPHz!}w?avvld1-SG`tDv%`sNcu*c{9;gSpub*9L$l&Ntvs9asBgkFE>XD8u9i> z%2?5%*|dFUoA7qLu`7pxo2@U(Arx)sqe0R!UC{kgXq134LwThc5c)NAy&FDq&U=up zb3yAR?u91?M~&?EQ&43h#$ETM`9|mZ@yidW4v*D^g?E?obD5%tx(o!`XZ)=7x4adC zV%t=KMe90RL-$C6ZKuXk;S65>XL545GC}pbbEj@7T2_2Hl#4Wk(ma)P`r&WHQe<() zX$maHr4rI2875`)+f2Yl+h&>7C~Zc+K=H_E5(B)TIMECjfqer(qH%@OOm7J;G^(fa zu6nk++cs=u&*bO0J!ygZaN{_5wXdLGoK02kv(i(PQnvX?2QI5*(QJJ&`X6bp%ie2v z#-%VuCssr87E(+%Q|h21BcsUd-2e`#qjic|JEVl_cnZ=P@#WE2dtYE)eeO*d^Tj^- zY#Q5mdcN++qm{zxxD}M}-Ap$+Q zEP0xrafZtZO+CN@Iiw3`?E&uBKXJuw3B^72!poOsjkCW#bIzA#{*rKf z$8#`8T;UE|u?235O(D`g*mJ>ED{kkt+JVPjUju&zm#;kj`Vn#h7>GLhhPI)pqy6!YHRJ3s3M z5;bBvV%FwU`r=Eq5)2~T_Sk`fnDabD2wYqC+dDc~lEqdqbNujI6;(gmBepg6xXV%=yILv}I2dNdQ#9q@4+S zJ8S2ZK6E_awPuAGT}+CV50d1Mm+n( z!sLigjZVR&fB6|{9D~2OcSwZVYNa4v2kPdW%?Bi3 zHF%qg%M~M6-lL4@fw12cv((tELr*RPuenL#0SeaHZIh;z_o_4J_=-_y`j%`jzp|Q7 zo>XNkNGX&@B5)$vgh^sP1K{vw^2TG2S|kmZI?Ak#^SM}cF^}f$d0ufVLU|D`cY#R5 z++0^M>tbB^wA3y4L_b?r#*wvE$;L_t@P$oM6Np<>=22#2lvJ&65h{e72v8`jk+o)A z_d4dH3B01kAzPTL3YPVtjLJmzbD+y=_vXC*fZS1R#T~e_(AsAU#q2x|G@4CS6PRP+ z@D+{%hpOain`ata>7BxUOK)lH*b2A$_-O_F0Vy=k_63Vd<43X>j{r8CxvS82s?Mcp zi}X2pICLY}0g+9%H$b@A%efo{UG^^1cl%?3BL?c4yOLg4xx3}0R``gh=A7--^$$hQ zk~d1CydnoZ!K#&ptQIF*V~h8w+}tX^O5&LipHeonU*e<4Pq^QrJWpMKY4?Ly*Arj~ z41ozR6yBue<8Fa7;t~yRZm5*~?XjJ%Lk054$nf3eTCLoH^$7sCf<$vl4}IAnMXeaY zvssYT$3YPBWW?{v1|Ry*4>lN2E|DtQGO7aMY!cfZYpWSxgQ5rR&$ApB9O>>cOO%W) zgu@eCL*rk*|4L)P<9IR@CvC_KWUCL_`nFjmfH%T%R&zKv(37XLLgi6d^;&xWM$|G- zRqvc^V!ji=_>(koLZQI+nA&cDo=W(-U-$;Q;;<9@&>;uW)`T=MBwkr2nD-axE0osq zVBpQT>D~IB1DVb*mfBBy(onG|z?o)O#_c0rPtN-cq1dkgXkJBmeZRwAWXE*>Kpzhc{s69D)2CC1CSkX1g{>-y1p&?? zE4O4f^@uadGTX?qScsuhzB#_%K{p$y^^87fPH6n^c~t`EKJZ1zXLmSmMaI;ADX1CJ zLEXS(l>Tk)cLQ5!&UHC@N!*v7r?xT`mtlrmIYEqIQGJ4HnIi*^72l(;4+>yyid)?- zsK1zxO0M!M>4{{rgQYaw4SZ0!vrdYLP}42<;0gse!@9!q>2iBxar`ronukkn)dqWz zSdf1z-4Zl-$~6VtcLEkeKPbHFA&xqpJC%82h^3%*iNqCCtk)grHu@FULw`UpRWdW)nEB=@6;5X8 zu;xLZ*pqQ4sR<`5C`0`@ba|_UCNTo|hhAC?%qUs2dTa7aM!E%TxHdAoAW=f1g}2~p zp1Od(0FF)y2Y{E6G~I2Nr5LpInIu-#q!GS8t1X^r4IEK;%;y(yQ_i_yD19;g>zpK| zyWQY8b|$lyI4^EPQt0bVKDfoSr3>HP@9l#Eyd|F{S^XrMxzn=vo;jWX`PN&ZUrklc z=U0Grn3D&)QV})YUvJ^!v5Fvhv)v79Otj;Q{ncuJ~F{NV%Y8vGKQrg7HSK2{(yeM`HUg;PmM3fmU_ClJP4-3KpE3h3GHT_N1{{Inhab zPy64g(%BVkah7Y2=89?r2RmHxn!*9(y!=LO8#9}&`6R|_GAKj{41pVF@+1Uv8&$&*0y3&#AR%T(- z$oht&BLBr=T=#tit;*_?UAHH6>=7eX0sUz!)M%p_3C*e0ZHbF6)AG7c@=S|ufp%=? zQr<5j>^Tl3Se{$2qjRPVW6>*HZG&h`tIT-;m#q_GRE5IMoUudu>(eoh^A@7S(wTeA zxC4p&#B8R1aKI;lT=F?5AQHL5T*L`;jGh6VBCdL*-Wpywi8oIY&Jo!wV$*q|c$+^Y z+?=VZ+uplb;_ihHWuo!6LYiZZZ2QJmGXrNEDKfx)=jhALXmNS2d!*fUMzUB!)~ctP zdQ|QllZk&`ed6M$ABbfc33G8^&RMKn=@m7n@n@NcX9DdH@){XgExg0$7BEQNyJ*q8 zgh%WT>dCX6MatFrcpZg$mR$D;$k`4Qjxxu&im%)5xR{dES--*z_iLvlr1wIFM{~_?3bdP z>CxC3K9&I1(2La}dAhEb72n09=dl49=4jXg1a6#Y9ycY7H|A=yG!bUsaHpvUYwLWx#X&K2;TfP zl}K_5?BHS?3GYzSiV6 zCMxF83OV$X>TX=$gWERs9XK30g)%kxoqhZ}r{)r#9io7QK4P?xm~G+H=JKF!nRgV| z4)rwzMnoa)JJJ(rX%ek$MQ4%m+)aN#CB<_X8wGc*j$5~spX|P(-2AGvv!E#Vs)CSA zPcP^~KUCoK?qazBO;RNh>blWRPVKkv3^*-vR%S3aq_>$b3l1!R%O3}M2o@xJPZ~q} z!LD5KYd*m_3^h8C?=vC^h(a3g(iX3Mi&qI!#1=*+-aV!yOlWuTkA1>{@e@#wd2ka; z=;NEHz?^?wY^ZPB*bRS&?6^35({oe4R2XuvH7~qH-PP8RMFki{VZ4gX)cBI*g|o8D z{MK5()~-tQ23tH1Sr8C+cqT1Cp+9L19Nmwh*0Mmc=J1+waOR}!6?@x5Y@1j zR#oWZ4i_Uc3%ojd<0SQz(n#GeZ)Zf)2@D@Pe*Rv)W9*LpvI{k*o_#Eg%8BDG=2ozH zSmnHMKupnI{p$dyvaNU7$s!G=Aib_l90zftFW&2VBkfB2Oy*khA+S&m?@_v3X zk_kPHPC7sJ!kL_RSkR_s<3W4yUDdjRk%Jj!<}NuSdd4nP-~=4!0`87VD5>s^v|tv6dkpFpO>JeSg)i|>_^9)Qep)wW(Rsf z1eKnK?F4f4!~GSwGxhvdVQ90Spu^rGMR7c;7_*|sly~Mebp$^&jQ!6Jg_6X25>{op z%#wNW)+Cg5+fgjn=NsN}oG7r8T=TP12R}vhLZyrZt;wYrTB>`uhmvl;E4TfvdD?x= z#~&Sv8E{Cz#z(6L98(C?a*U~Gm-4e4S9MmYR_f40yqpIC zl%QL(PDjV%T^_pbu&{Ou`~fMkc8df|8_ovrLLC@0UOKXd|@PtP<>V{SsE10(<0nt7b~YsMl*s zD)2!BK1A%^+PypG)5g|#o3;Uug_%LEx|ECS4uTvu7FCxsKgr1mG_?w)USzfWv>H6a zx}O>vVq;vYq4F8js@u`W&PFjGD@HxW=G8zKC_dDP5m|0Q2?ih;Q{*C;(N4m!9J#f6 zc3w43PwD(3Y7gZ&%xkb0aF~px;jd;Jx2B%IjGz^vPc|In?oS_cE4HysoNDZz12d+a zd3V(fHk#RMJ`i!!Z_Kk9_+XemIn!Jq&v4u(scToPt&<^6v+n+W74L2X*fQ5<+00iTCrEU6g}bkA?S_PD>NW?%Bjp>3byEqO7>C5|yb z_EJRk5Y*|!_jNb0vGUnx*+0`_k>M&hW~)(0jFRk);$mtStnX$b6Pp}6qx`i+BN1I+ zisgIEw_WfxKYty>%QLf}tc$#dMy5Yt4rBf9hkvXTBod3zu#!hI${_Z9V!I)UCD67ly5w7p4857rkzN&2OxDi^&F>1!%C4j>DYA( zKT`5ZF6h7F%^y;HVgGb`?h)Y*`S1XJ#D?R$UWdCw8a?H-I+sEO)nONUad@{++!&4} zjZ*{4h?lpTag7m^pcj(LB-Spo(zyoQgTk80e?YSH3~K9|XNFR{!5dI?PO)AQuKrsw zsM_x3C)@$^YVN5rH8uR6Um;e(`AK^2Cku%*{X~=6Nw-T^jv4wv0)k$-8z*kqS$ZqO zL2=O5876gU+Z8tt4N>}vb2q0$W79~tTcW8rAN@!>h(QS z(0hQ_F!BrQEs1gx|EVs4K0`+SJ!>cNL%_9q;~XP%q%ywxa-BpD9CX$ied1I-DR-X* zgR*$q#K2Z1NG!I99F(oIsb0F`?j=_{V=`;QsD^K$8VJ3a5#4f)Vnptt#%Y08KXzfOy=t z$&(KpLTkd9;89Iv9-X_cfa}3446WGcA>y94?PZ!JU2P%wY6QBDT(I^DT$OP08cv zOa#j=pN~6SP|EV(qet<21NGUwwJ-cH4#M&778ui9bF@A!@<qJ*x~#?$1Q@wU#Q8`nhFEgi&zj;CuTXF6hrnwr}Ku5gT+ zBfhK>MEYkr9ZhOI`X{Jd#DwE!ss8(@`iIs#@n6NKw>Yo8ARK;5n||}Vxh|LWSy>sMrxQXCbfK9K|v*Jwz6dwArtysj03O&#OK*! zXPRTsI{{c9*-z(}Rwl9XEW3YMR}%Wrr_VY6uwjynCz4uy2^OIiN?K8iWM$cpQAy6! z+$uEF?&Sc#j~&qa=&r~Haet=ka=V^actp0_-DwVnrD)%ONq{pN@J!a9=LCv zzg&yATj+ZOMzuYYqZ3RuK+=3kr}L9TG3clEs-da^02`&MgBV6>+lI=~#rkl!xVgSM zGFxbsR+UZO5!#9CQ%0+^vNXc^$`rdRg)>hvW<)iel+gTwI~Qk5TfAhwhZbv60@PRG zIdEP`39TG?3NgG&;mX{~B~zQ1!Pev%f(@5h<^YDxQ0QwR<`w|9>STXCPA*LjkpJ;g zq&=aifsulUq*S>-7wr*Zc*Pv)*_0frr6sg4URC1k)*FEmj)i*~`i)566?2zt8Q9OH zImwDm9tzx6$VrNHR8vO!8jC&b?D~>dnD}Rf3Xg<+iM%tB{}9s`UcOUrb*OfmFRNxx zWe%n`b+o5HVtns~AN67S=GU-UHN(eTIH=`zyI;QV6Z)`!UR}b^8rY@3r4ygW*s18P z*q6a((haC_N~JPQKz>68RlW#l9)RNyzj(Y&7c=#yZox6mnaxy0XP&Ts9K6%-X9R&V=9ec=$?ooKgvi=*J;nU( z@TK_I4RI2&_7%#l+w;M!{>l@er_JAb60iKl$XWr^1RhHVWd35KFY>7JGp&;;2#t>Tk zI9VwG5O3s-(OdX!V>Y_3ut&bYGMkNLI7?WexC-Ust=ai|a2E1qlI>aZE$a4ZLm!5GAepC;0x9Ur`(Gz}b;pL+tR5_Y6GFUdKH5CCUQ# z1$qvVC4Ia$P<{uucthufHm5$mukmieEk6mIRMb1nWi4Y%$rbkz=+@%xYkKs(%)?U!xRE0vrxqL?8?eOI>~$6Xc<%J1kfX--mu=HxLQ3iRDE6Ly!>Z!{w6EdOdVT>figS+YV{@_L0aMF90V&L;_RBP2t$B3sNUv5>!*c)PQEL8yN@$J=PJ2nPHK>4poWFFR70X9 zl_Y+IFvp`h#`CQqo#D#_GvuGI$f7=5wyi+v?UYz=_q%I_yC$D8KS0sDqu1Ox1ABl+6 zxh5=A&j~q#YxLZk%hRtq8_O_ODI00a9nbK-|5VLfX12{0pW!YL0pQyxLc)qgE zeD~KnGYn3aRB7H_@r`&<%iSDFCCJ=U-zvYpexdMFyU?gETF2 z{;rLHle%9cFvLEd`uz?R$Lyw|CO^JdT%O90H}Y$8{{46kd@Ol)p8W?TIQe>E{xik| z^=+=t4g1**AZE=vczfXRvpw3lUIj)W*a(_CC6u$zlFq;Y>GpCjeBYh-U)hu-Yr~Q) z!p?)<)@Hj7+WaW3BP$|KW|Qp6AeJTmV}*$`q^3hhafR$v`@8+8Xwa9omta=UVXCJtb*~vztxOCe$QI zy@7ck8=^FrZyLZ;vG99Hqp3LTr(e8s;+rkwqz!#x>VgCg+*|(vZ8CIiN&f4tIA+b> z|4j}IkYCTq1@kNHM=lgMh-^i>@fsi`P>}igHN%`~cDD zV@Vg`R1PI2Wjdv~!vd-p8HETvqPB2~<~d4fsbR_R=-FGy#23knrdMc%*9S|QDyl+l zQOEYG`^-|HUoXC>UF0L|jh9r5jAWCJ%Q;-i{%T@L-JRD4cBHc+=xd|#GO$9CG`Yz$ z6Sh%;<3-C#QWV_{pduEgI?3JXCJyy24z^RKd%L6ONehE)?hDhXvWs5_n=(q{2@~ z80u>H?_^NcB(d1hm93I$Wj7+TP+Ej!EceI+u$~37x0I^-?V!XgZMMKT1L_cZ3wp>- zu@2&x>x}}Vhzb$w?_)*{Dy4KfH4rR7py%zX!OPHJN;yj9(*7qlq{1T+wBP)C_Wt_0 z0RtMs1lX@Y8Bl=qn*vf7SPBZvCdLn2b zgtr_Xu-^hvfDOqRzhFs}0cL1PqS>-8I4GgXH*Dbme#;o(@s(dN+zxX|7(6qH!p!)`Aa22)&(9Kh!l0eOG@Swebm zVr%T=>}X@C!pKBfQj}TL!r4jD#8J%7 z#@^1>#MYUFhgrhH+S$aB`IFd}PbNlo#z2|2z`eblwSltcyiI2ZcOFr3kr5a$AEY5v9NJ)@hGXNX=v#yrIybVMtkFKZq#7891PmvH8Peh{omCbiX5KSH8eB zbew*VMZvK}dHI)W|IqCJnPLI|uQdBl#r{jLWe_6JF(J{Q&_KeV`=|dYmF@qJ@}rY4 zM8;@6wr+EAe|QYZ+t5{`JAoN#v-IgHlzbtDe4*1;79r*1 zNt*>OoSTw7p3mfc`rA{_g=N zT5N(=2f0Pf0>HLsXNg>3;M~FMF|X08P#yE0Q1H-g9-xW0uF&V#{g)&0ptexPzXaHR zngzbh5Wz-&@Vk06yWNj3R-;qs8f73_>YjK(|0?S_PD0!rVs=m9x7|dZkC6W3p&y@j z+?#=qrT&Ny9H6?m_YDIj9FYM~Xk_o37Prt%%RhxiCyRJ|eikwmUdZw}S*x#Bm#S5n z`v_QSgqTQ7k;_TyT<7K5KO<=IVMtx{+kg4UF}e>93d26c^sA@QAF6%OWo&m0mys%~ zk8eJf%*{bDzBU4^#qW>P`v5|-Aog`ttnikiwd2gD`(c-WOmWbJo7?Z@{B^@a)8$NU5VSdIRGNBi=NUr){h;3@b>3(S*b z!f$lngu4D+(Z8GS-<{##|408G8U8(}{(GAE_YC_#uo-4TC3w`70m?8xU;!Sujr|HL z0_?Ofz(6UzVGh&-U7CfoJA$7UelRxV*2fE;(Xp(`Y<@*QG>1C;?~Y3W#+${LqjztY zJC~Iz`m;7vV8*;S5tadC9%6S-V#~8#lWXGaZQ+S#ADgc2GD8Iz#+6`gaPX|8;46=+K zvJ&;N$Wj{DSS?J1rr597IQlUPhrwycGhiXmIEcvuPs8tN7BOvPYI@;7rjah_pn#gN zULe;pPCtnVjPG!qsmrG&wuRasjcxrYc8ImAn7^Mg=C~#E zCaa#H>g+xfB{8EZ9T}7}=ndTU&Jt{Q_yOi(tVz|YgTgL-ce?t#@ned7^g3IM3V;0S z^ZR=rhB^x@@tWpeK|5gcii@O<{QNfP>hpNHTgGW%1Lx!a&UNrl&V&C?Tp_lu(D#P{ zQbL#hhfYzP4U$DdgbX-M7C4kM z(>L#gIl2l$i8Zqys*Qci%qc^$w_J@+O>7S}goxMJe1DCgtF77iq1%8xpT91u1vFn~ z*4Ucv7S@2U@(uZu)S~`C%~PcDW7InBpjb)sC3mL7o$iOV287Bzh4b0f1~IFmhftZ> zA?%s$s!MJ6Z*nDr&+<;+gigk+Dx`LqnB~eKDsG zypN67k5I32&d+#OKwQ6?a>KcW6<$T(nUMo#Zy#nLi$D|?=7NrmS9R8s366n z>q^*%rbSYSkoW#Ey%D$H?aM46GmIr#4wh@HB#_tOWXf~V**2u&*SCzZ!Hy&+1d%wz zGgUa@Z|Eu>-)=ZUzQQT#Ov1ghUHaKChiYvwt*|EnCO8vLk})I7yDob7WvUwExt55_ zSfBe|&M6HXzA&I-Vg8+Q1vQU4n5v0WR+ITu51taOjz~curl-AEXPSvayLl%Kog~p% zfFdJ%pyI1V|7x+J33=`u=gOeDn0#2NuN^(P!(I1&ol$FhN2>!&p48C$AJkha$Agbw z5QWMz99pPR%?Nxpx zR?#I&*n0i}Q?|Cjnr!_c;^1C7GT!Ie%e1=uEZHk)$n2{a7O@*i;BqTU{VH|pa9b>D zQ5rPO9x8v1(T)c@%%DdetZT~B+No1*oUW&UHilw+~kOIXE6e#W*q)2dgiaP`k z?g<*SH{X0S-^`sm_ud~_k+rgN&dxr2zvp=$saJYlGA6E2VsEWS20PJ^ZZs#sXtAi8 zPF!u=FUwe-pD!+LoguNGXevLL{&W=Vpo-VId1xwY^Xsu|x_;Mj@pJzt&^O%?L5~)Q zBIPeMn%`8712E}(w*7yoq^^Ep0~Nv_h1eFm)UFh7vK-#jlmgxOQJu>Z;rIWW ztqvr%@v`_0GusV8))InVaWqfAMV0gspL<(H!(JNxJLFCF5SHxoOBD|`U| z(f#}%pDQs2K+m&3%#`2r<@C|4MYv;WMbJGMH#)@r1&q^%Ft16v8g$PAM;v!x;yahWeSj`?)I+zDYpeg=tF>n4+MV!$HBe!v`PCHsOUl0 zw6(ZawvDCiTD#`$!nV#s)WCPBHKBsR31TC2^ACNjI*Kc<5`FQv!NhqA>GVW1bTUVF z5C6@J+Q|Jcpm&@=&ueP9yZ>;sz41pM;~POKpCH{E0n6P8<>Vc<7(!xzqQ)7HaEp4vrq`bLd9Y9?{0gxbtk)YzD zn@uA2!raTAQ%v6S4L0z}=XE*{HTgp+8h29Cw%&IhlgoxmiPEg$ii~D|IxpyB^9ujn zohfo>hf37e!QqQSPK5FhV+L!R@y3_a%A)kcY|Pr92V4ytL87h-ejOfO&7M_vxtd6ujLxzFUs`oWGFc zX|Zy$uBZ;s<^t^YZD7Ps&w*lDUii9Paf72-o~1-20oF8Bq3O%Rt|-jEuo)}3oS*Hg zQO0H?35KxMo3yqwy{xEV9A|C;UAC3+lo}u7-u=e@_*(Z=x>I5{BO$xjO@3J?!kv#3 zCPnpV9-Df4J9m4ebJ$ zFRMgAIEy?K#SSQya*}serz1Ix4FCp>-w72R@ICvIH1HldJ`J(j^0zarr8diO7f9(7 z>Ap-QT(`4CSQUuWyg;JZD&|=~m(@LJ$7o_B{ESNo232QJABuU+>zZWg()R8$GG91gK!&3di7}h5QJqxEG}Z6#ba}iz$?8wq(^cszT*TCa;?-Y|ln;L+F`g2^ zjU&PRLDCr!yPuIgRx(twq}&7EM71n0!Q6Sb8b>e7H|2O1)}Zg2`Rz~Gb5p;>8h&H# z3~C9vgw+)wh?t3ZF@=^|sPtlX3Uk_5pY;ez z{v}AP0&|-gLcLv_HK5|7BPpNWD#PgRTdF|Gw_?v_{oOat2*WOFM5u(~P%9p+h!N<| zcFcu}#vH6D0L}lDyaiO2scj3}ji=|9%97~xzxppWGuXHY&4D#|5YpDV{zIZhiz{iF zt+{)HReZQe?|k*{adQT^nN5v=3Iq9lf1F}-4{iTKceI1d54+OKR3)T0 zq|Yb0;L&A3^y9Yv%L~h{bxRAH8n#xrZp^)M$vyYf$?-)hq{2$yvYx<*$?O$O(dgo3 z=OvRGHdx*C9nw@A;TicTY^diIqW0OXbUVQi=-EqjV-^h%xnH0V7Mm~e`;4&P{U(Mt zFY*eJa5|6#^}e)9ZeDr5EZ4pSfj4%Ik(sW=5d>dVrx(6V4Z!`|+mt2E0a2 zGeO6|;!FFVtx}U^wk@r=Nu1EPYp_Jsu&3N~9B_@{_%)J~6UcMWZwN9~J`L*1=Bfa%IROE?6 z!u)7kra14s1~zq?U=cM4!<&Q;s`k5<7H}yL>+PFX-z$$PiGlT~HkA}YkjMKB_YW`W zkO-eEO4JVC+Mt8Ds(^vWlsD+mePtV8Y{D^~6~r`$F3Ru2s_f?(!o+AGzO zCmzhvfg%`*X@E9FcyEoD^~TCk{TWGf3&Ru{Hm35fGwp_qj(jK0Q(F+BT+V(3JD&tE`4Mfd&BT-0^!9$ckod;5Am?6l5*I(5QWh=UtY(n%w63Gf94iYfZT zPH|)^O`x*2SEbZFB$gR+1d|Cq86o2|;NmK7xJet#7d0s-$TuD?TLs|*7|YAXdGwt( z8PV1=n-!+WBm~{#^TA`c6_FW}!{(qRd$haK#K6(zEjV_74aNjZ71it`vFX9BQCdet zt8FRBrr?e3eU8|7Ctht`#voMEti_dYb^ENqio9myj3acai_{|O7>{V>{5nNQ2!J?{ z1^APU5GnI?Vld5TdQriAk=K2mS3Ut5^iyARm#6uggM{^hYe5o2O4DCp!?pSg(0WaGHW9lUH1IKcjw|Zkdh=JE;rLM;KFC_x z*3N;8%b`d&mZ-sF;TGG^{Qzw<3leuHDNziTsX~TmwKX*-!z_bLY;i41*cZm{hNWm{ zWu56>h%eNtng@D_=RtUu6p{Px_Xr}L0#O2OEvRmo03ord*RW1gdqdQS$IorcfFP;yKhNmhg(?Ua4?ne~NVm^(IaXQe ze-XTb4~g=dYoU+UWmqOg-_aQW;;v%mpldz1CgCrB%-5zCsIO?ExUB8J=#cn6px`?7 zjZ@5hO0}0jUrS==d&@5!2pF*U-b-?W^C6Ev=D8nSzm7*CzXcnR!=;|83Qg6T#h_lp9?SbQqO_U#Q|;0x(ChN zL_MPeyM_+96^C{s&x}QT4dS}vqM+r?F?9)j{8O*H-FSOXn~W7tCmuhyXHGzl`Fhi| z43ZN)QUq%VC{$T}!)T;w!vcBlF*YLZ>DKSW$#$-f6Qmnc(KmFR$7Zjdr0tgp??%q8 zDo1STZA2)yRCj7)Fr}SEsginy!;(uqZ8w0)lYXLht47e`lxFXxyXuf@uiY6uA6THc zL*$Jzj5Z3zYFg!}X{|w!J`6T$^1tI9^gPi#XN%rwj{A)7J9{1NUcw*4yZH&8^avK8 zt#keJ*)3M+nnh?xn3=gqk`e%uw8-ficJ5k3CUMcRlJu*VFdY z%e7NPBD3}@*nufM)^Fe@T{2=|!&Df#q(6J_jL;dQxOkS|0y$fM9Daf2LXu+MlEd`k zqRMCb-U1fE(3q|Ur`axeE}x`#qND%C;ZF(njv@dDP>py2!z}K3prjf)W@^dWk)eK` zkNG4hLGcKi2JO($glxvqJr38lIXM^4$=JBFwpD%C4r`0Rdr#JH4Po8e+z}(Dns0ON z<#Dds6ll&~;54N)MHFr3i36x|hOb53%a)iJE~u;>RK)Ig~8zBdDn_7cpcrvz>wgLgWti1jRgX|~tGhgqq zOTCi41!$CPDW>Lz$F1;6A7+`UqAabUf#Q{sH~FyBNQqa_hgf_a8@F`P3#-`v?yrr2 zzz?y)%<&Vjy3>17glca9UTsWe-tXF4h-`?mVHoi!#HWdxOyb+RuNwBmPu=(f6I8WJ z9`5&Uz2c2zgIC$f(@k_M_TRPcR+l#oWk zdRFpb?YlBXdP3CJ5*8UeFiz?JyIHvLEM=7O4oUG~_dlZ{NRuPjt=|Q4!?{2%y0?K; zd>ExZZ$L<)&aC|uRTIEvWQvDAHY2T;?**Pszz!PivW`Y_ScK>Tn5}fYP)cEdlqW)Q zJ1xW^9JzE>KCLiW^k=(|zoSB*?E5FNo*NDSFtKyC0Bt`6bAqhK3^x6)z-QQ$kooHC z&jUFF2E`fLZ?bxa_>YEbOjSfMJ)U5(dmX4!JiHAyRVv5lRKb5*M|YX;G^#`R319iA zCkIyH8no=R@LYvcN84luXo%(U!?Wj5R0$xH}$dAbuUw&T>F2+8UJ5{dOzijd_p4 zB2NCiT~6yqBvAb2=zEMj8~#Yr?fMBio( z)&aWWy-^k78JobC8}n}>L7RP?fR^iIp@n>6qByObV7-QB^GIe*BIh;NRfN2_HokoG z%pV2<<(ix5R+xFY@A=}on?zNy5B>s({OlcJ9VAeR?EJ;eJ4xk~2a7-#O6hxHvG|#F zf{?6y*yVCP2t1sbo_{kmwefuhdnu*OW&t6u%2#n)&L;$kF)xyg5(-U~L!tNgR+vSYdC!Sz8wdC0!!nDYwBk z!@~5thM}5Aw zf!w1Y2Ap&U#epg3gp5-ISGn54q^RE|F_xlb=`yWfqn4++K#AZgbQFT&ayt-l&$nS{ zHIg8BrT(!0lHo7l&HdpTaJPc;tsn4CVZ|=Musyr*Pp1OO5v|6NdR9gUKibi}VzC!< zm#&MxVV^y)7%CPSU!tZ|bZ@!2k?P}{ox$id$W(3!*t~_F1EqP$W z9VQ!pRhk#{{ixtX@|Hl764p*u6?>_QslS(|MYQLmBwE+p8qut;{VU@`afi^#^lBj8 z-3Pl`V^bRm@&*Sh$2x_kgWe<6hpe`SkG~rx`IQZyIwfB@u>+6Fc(SM3&5<1>t5nFO z!eiS?o&KrCoP_P+x|Wv-`Yj2ayNAXdk?yLL$ezyIEQmjq7qACzkV-uJGCitiQic{M zm&t?TLfi&}ZG9^Hg`X(`JHqlNnTNeZ)q-&YgqWC}4w&@mSQMi$FD&gbH9j#vh>y;m zsc`DRvcI>vGRSNQJAMTTzL`)iH_Byr-ZUutD0tIBaA~;do-`H(-lODOF*bb-Nmt@@ zNOv7&N~m@LJ;xHo!vWmlZd@fjM8N+7WPUF}rY30y?!LZzcc9`1*)h-x;6^;Owch3_ zZp2{N#alaU85@IIky!j!0Afjzi%xEyeJN^C9~aTkMqGGv<^_Sq!3Q!p_W{iq-z5e! z9CiBunq>S9$FK{PhYGNTd$`VjCN7iY9zcNU==krzr(u;>lXby!2f{lzeBaQ5B&GCp zY2fLworqj7K^klw!(30h6OOs3cwtT>dT4Pl6bMQ16Rqt|)~>p1{Scq&xdRtxPZ>dr z8g=$)avMgc0Trr{XqHG~I8LK-`a&DK#urd9k6Vc3(nXBNenws3EzA_%n~8+H#j>GrJ{;zie(5EOd8KoPrNU|*aZ%b$4J^j!l{nSIZ5cGesiks zY+hCsuyum0m!1izKKF|2^TbV#k5(FJ5p@J@b!7Tp0!Xy+U3Kdx+(cIlj;k>XIM{sG zov@q40t9xmu_YMe$oEqO4Ju%nc5hduqNTWAP{*|Ax<-2d)Uf?wgarEmEK{$i1%TR( z^*=l}eq4PK|9)BZvsEPzNQZq7!ri})JA?Tu4$yu@MGC||aLf7!qOgXOE^RqQW&jR+ z6sQ`9x>oxPRex8dZ;awSX==sTO1*YqDQ@?o`u45eO64>@lT=aH#MPah(RNITO_Z z!kzj8mja!fQMWsn5I@Am4R)-gt?2MRVLGrdm6F~EjeHPA4h*81-Or+#_Ok#V@Bmkt zTPb}$;2P}J+n>EibI!xBf8sX_lJKT zQD94^{YBI`$pPAFRhC@T$NIkjO`AyaxT}oh!{eFx93<6yL{{5ICS{M72mC7J3o#+X z8k@UstV{1%q;G6dAo*3)?Bme-FbxM4p}%`m_#IJn_Ptky=Ne&M+>vDXElrSdWpc?G z;nmWP<7|vq)$yBajNY`DtN~;7u@+2Drl8SV%*t`;SwC+Cxe7!p(92ZzEXk_nlLMzv z*I5l#r@!;SXB!OV&C1$`B>30?=2ztsrR3p@v7HB!xc)i`LR&f%(2B?Z?MrV8i$nG! zmWw1}1+tx8XFT%52x+hm+=gPGE~F?z zRd+_bk)Z&lkiLSs)EDejKYQJ=i3>#-DV1PouD-;}`4 zApZy16jZT;R73vIMBwh-e)$#js)gl^Vxh9T>l&RXXiwRAzTc|RG?a3F@n{MpSM)5R1RP9-3l`vAE+^a?$=UNWlAC5aDKA!#t?A9v-fMPuz7?I-zh~KJV%iqZ# zCdd}!Y26xxW5Oumm1Qig^$o10BIyr36}D8$EU^3tD9 zbK=VkRu+3|}>y#XL%XVNO8D2+JW@7r&(#oY2 z%_wI4aa} zp=%NBpTI?4K$+OHgNuHZts@;a>KS5tZHbh}ql%Ng1BueA-aQNI|e-2v<{`C-vR9jyk%x*bo(6 za3E8zi?C>klN3?HB9PA&3pte{LY{A&#BYvr4Yf*>UMK~OdWGyp-_mJc(j~KXN>CaD z+p&=?eNMFGXgp^)*P zzt|;-buTNYH|itE!yjq)=G1d^f$muvk`c=epFv^)=&e;(Kc_2~Z446RMr~gvlbZ?2 zi7JfGW1m&5;rQ82If%VA|AHU-u=|}M$c&5(PR83DlM}W_vdNT{^%HIU-fabj3JC#r z*PDuuN%(=DB?a#8kxR;$TvEyuFEE*X3tpwq$@-IjkLleJ7(ja<_{h|PsEVQ$7C7wg z7j+X&o>hH0?%J@u87K}cK&F5}pYMg{xiIWq?I!v`P|y$1o)+3>2d0_h3qRd?F;#B% z>Stdxe8tM8{sIO(btfTPYqcle-A)0DC4-HL>P@z218}ZCl4@(2J{4Wg_HVyiNrl^7 z50Idp&xfhrzy1rTtIsXTUX?B$Vk3w`Xv&})m$9r~G&3+btoc-`bR|ekDV+xN&a?YOc-X`Zr zEc)`HY%$KzBszmG$1A+Kjv2*J{O*K3XOS0n$>sZ5(S47O6CCbWSv>OrZw*n|fl;`b zbc$b|fy%~X{xsg?e{~fL~q;d zqkL!xZRG=%8*>vaebCqX3!u8trqc{E8k~p|i{SYJXV`8+0dcx3kop zX7w{JthJd}Xk05A6vee|60=Ujc!%3*@Fq)_kS32mcjDqNfMjh|2Bu1G!kJ=i8D{8DIoht!KZW~otyhXU zHUvdTc!#(_N$SS0f~NQ}MURitSPC#E0e`_D-JYFjw-vQfY>#W=j= zV}ifxrb*w1V|d~KDq=tvc33cT|6%jmT>gXu`%AP>oax~Zyd&I%hYs)Fy|l8yRya~> zZk{#rU4K^%0Ri8{qx%sLGQYRuh2*54fURrp9;dT2csW{y;aX3(T5@%000QtSB-K@! z-k7RuF_u_p3WL6mz>8`6t{#-QJX`iZaypP@d%ax645X5+Umb_URdf?{{Ls+`KH|7< zVzx9gKl<=Is7R9@e0AU+pto-5IIjc>y6uItSdC4nPGxQlVlyltI^N)9LPviGxmBhdM50V1(5ov(CBa+ul@kc!e?#@6`Y4XbD+z%}(_ z&fF)PkY>RIa(=5HQ?rTAvJ|Dq_R)90eh^7>j2GH0+Ro{^7Dxhvl!+2N@jx+X6a5^= zn$kd5clubC)QAh}fH!T}pWqI0K&L6=kMqvEcIzA3Ey1F9TDr|{2C}=U00yXwc0P6J z1%Fjhu*N4HYtA$+otm6q5r)EMBD(6%>&GHzmQ?1_-s8sL~!y?CO@IAr&p-U~Yq|Yq10>XAfCLz-e#F{G0{Djhl#%`t ztF}T+Ja55RU^Xk>+|g;^jb25(-XpzLT}cjlUQ>PW8C2Q#mqpq$a^L_%m=5hXS_lUT z8h%AZTT+c7)UfZ#Q||cQAZ_{I)LKsa^@7)lCNkEJG&9I^D}_LBo`;=&)lHp}94tj@ z*AED#C?*G-8ty?epJ35Qtr&(Fix^TOIrNfF^h{X*DK!~ zDzmeW(%ltA$8{Gq)i<=&CqNIL?gmRkHsfX32;UPLBu4^bUozAOy$WWEWTMg#nqe)u z0JxQKx((wledpvXuh>mnJ_%F&tYb4?mLPP`y7EufWpvqrcHkGrCq!MO*s`+N4Bn1FMKy9K(FEq?_REJJ%} z`a-kU7P$UE)ZRsGe!`^p>(g%5J6gd0QpTNj$1^0ILCb6oLNd;g_)hoR=dnq^+1H0o zYVzyj1Fuf3wH^@8UqCnAx-UMjY~Q4*$nIlv15*Gs*M{*I5;aVF8P&R3x0@rbb;V=r z_X)k5uY#&x%z&(grq%CsLSVw>KLz*Z^cwg<@;X>;bCH0vL%MI|xp|F|6<*w9Ipd8-2`eMujSkD3MPwi_!iRGZ!j`iO_NZfyE>Bl8mM%XYJt$6Yz~b4#yjYp1oi+a{l4OPxk4n0XG+;r8#AaF) zE4!!rGPZ zOkIWYu?Sc6PVIoa0)-{UH0!3o$%Ptrrfv2!_R*1dCd_jXE@D+8y!h2WexVZWCZ9mW z@(>?NhW^O!x$1JHT4rebpYj43P}fpxgRgH1V;1>KuWhM6J^Pl z>fCj&lEz6I5!fA*0CeN-otm-@{joc5&DZ=(SDsm_-xF0zaU3V8-lONuU3Nt4W-&L% zNl%iEe_X2}tYc@!5n9#DdT<^?g=p#qZBLw7&kG!`9jg+rax%A=pY?Z~kMS&m(6a3S z2mJn=Yab@R*0rdA=Xj;3xy;fZP+Vc07YP6Zi}dtW#jcWdCR9Wn(iHNvZ3)58g(VFj zvLtA#YEy122K;dv)5nfP1Y3sRb)<@CEVX}`M?y)$o+hyTFjpr*{juoTvH)wrpnQq^ zhdiiClu2TC9hDoe^}Gk40l&J`Q>ibkourIUXfF*0KK`ECu&KLa11c<>ynUh+m~DiH zTIq1s7Oza9*lKq)9ZO2yAe*y+)P`wKBVVmExrF}7!N|RJFdJSlp_;5nB*4;n01rs5 zP)ZriTGENJpt+Y9$XD4anQv->JKXlB8@A<^X6R;pKR9XwAbnqgf_Sj)4F0d&I}Dg; zS9(iy^p4!4Rq06X`{p-J-n0;hs}F`lXY#lGk5*uTZk9b2S8yi5D5ao5?NZlP@VS(a zy^z~g1)K5;f04wZNcAyW#=M}}`RDVzm_Qnj8Cr{L`?XWNxrx%()#Dn`hApB$!`Kq* zaZ9PQPyVRb8!q89%C^)?O*y1v)+P>8&tq&XmFCWVCh{vEuw~5EoFOvFrG9}{@+{qD zhJQ8>zy&=5Ce~pS0oB6Wbw|!uou{ ztcv1;RE4D=C+r67HHfl*DaUB5PP{^G0)V&5b%1#aV%ZRTwLBnZ*Lg8mslpJh+TIvq z^@a&W9tB)omqnjgv*<4yhQ9t~7LpYX(RrLE({GSEe#5&aI3W%;{KKoHik~=!@6ud) z28oKc2;YCNE09>joTzKHogk%Jko{m+K7Vuszze8Q69q>T1wr$v-2`kYns}`m6PfF6 zLl-WEi?V#Cu8LF^D3w@p-qSS)BwhUlgn_oSP(C1s{d5li-CpLChN<>d`1pNfn&g95 z4@%^U^I70uwBQmhF8jJWki?1Cdbmr`4HX8v6vlxfdhx##M}dR!V7}%O^`@AEb5FzwM=x{LSSxH&#feu-N z6Li_+ADc_B+7K&v=y8vk84lL^Pnxdmn{9S2?qw{6afU#$NQ+Sthwo<$wHYi{fQIS0 zY$;32mTY63cQ}apS&viKEeptHKVt@bpg@(voziqAL*mIbI<=J3{gN;Zd;TF z|9QB1V40FdBNG){{AFUJp2r%dA7rW}2P`z{?31!2PycyVV3V~a+X?o0jqj5Mdh@}G zR`e_YccwI~M2ErJ|5|sVehFjauC3IYTf5)VqNSAiO|qcQmv1~z5Lr17tiYwODTE99ZHhLn;Q%xIg)v;huk-u`$`MKr#jE&hwjqw)hL|?-^pp6*w@N%7IaxPCznL9c6K#>{-PfsEA z-;R*)$0$#y5AhD1RHtKyov2cVGWKlMu%$kUN%d7Mqi7BJy#yql-;p}HveC>5s32<; zp|m$0)vK#G5^p%txy3gSEXl5eGPjy;of0%&sFt|+nR)mjfnoiV&FQh?YVxmeoVQrc zvZxCalUfbK@Fcs?zhfi&hLj(4iwH+4*GUn${yqO^7x-6u?OxNvPdfI!{m8(NL;UCxx8J72Rq(UyO(B_bRH`*wTIi)|%n>J#-FKdia3$<++J zk>RV$)Jq_6o|j0n7?@sLMasxe8uV7?f=zlbpcGo$&u?Pi5paL-_us=X7jvifw8zRV zGSWYtUQ=(t>&jC25h%lQS2cL!;&VBw1wjV6x|5tUhn*U*iLO&h1&-;_>`?u2asSvMv-l!nI?7UhuG z5lk5wAAgM#l;>Q&?srD2VOb@?#M#t3<}bb7`XSBJ<@x7D@z)MP@rBxqdG*3PN7t(pwB1*&9rNBeZ9g$;%p#Q9Lxon zfmn%cs%XzHUbN}oR1JQ_1*hVV*zPjWECHA$eNon@roAHV;G&|~IWje+dCzKTXX>eq zc&bykettb~DWedpjAelK;+$?oIh{7VzM{B4eXFT9 znaOCAeNc)n6X1F-X7Ct8$d@e2i|@?7j9s!>7LUsQ3F?fqdyUA9O)6Sjw)K%t zl$l%`YHSQm7SJfbCVC^`-*!vzlmZ-p0pFer+5qagzx5l{P+&AnMY~H^W2L`R<2iBh zofr7BzG8n*XuIxRkqjNOa%?z2*Ou@zvGtS7Ia$6(*TZw2j|5C0NJlG9dsQ$-x*$_u zIRzq?IY05#NCuopU4cVT)NdcMrc&em+HUB_Qj#CoI<^$EI3?om{MLyUZYQmC56L=+ zP9aRO0@K!!Pm_&1VJ|n$w=oZ%#Wz?Nk*_ul-E+XSrpQ%{-*P%v36^@lgR09yZwe<+ z4sS@lmX}NYHW;O|_fE|wE%t?+iSF*NdxM|w@a~Si?QkH3hxYG`VaaMG!tf@0DiU-5 zSWa9E+>qmLmwh8ZmyqzFe^|z|NZ{qOqIsd$gs6-uJqUaIYTB(qhV?nd%Al4o?t;DP zT=i>sYy(%%u~NSR$pK}3$-F1L0Nj*o8)T`&OmX&;Kn38QRvdYBu_Vqb8>xQ+k<+e$ ze8m2dw5&MP9VpCnQF?*z1aw-d4wQXe(bbS>nfJj8Kn;$z^ji>flBNNt&iL__ph5)b z<^*U2*EH{#$e)i}w(yYul78O;uc*WSw)JAJxs6zK@aTI>9i-NHcL-9y^&vBeF&Kqh zzucw1q^D&66RH1QTRlN>9S7z|wq`5x7Z80C#Uzr^Qqh2CUl*#B59(~UzU2n5^3=@> zD3GgG2QS@mq`03CxtV(>X7m=kg%Su`EUf#)x^_K3pk+Y1SA^9kkKb7zbJ?9K6cRCE zGHL;~SW8TLpn*IB6zxm!a9xB);qyeD*){hF^OOdiA570E9;xx((I~!Yi$!Bt`tVx# z2R(uRC*ew*>7KOMsxKS?J==KH)QBPhg~qfEky7>#~1PS2I(rTU5BENq|dN zks-!4Ep-jCV}BHq=WGg=Etd;^gXE~GeYkV*q37AS()ML2(syh-y!UgBP2HYR&U)U- zj|Wd8?4B26-h_DqmFKs)b{VOPXRCAyZ+!+HAx~%-5j=8SXzD^ z-J{YJ>7Cc2*@_u;N&%pIbSa7GU1Pqu$~;=x>6VQkn7-)|5kd-nC3GV?4Yaz@Dbdp`TgK&bk( z*cKeElHt6&o#F9M<21RF;m>qak<6{`ZSrGv@7!6E7eAby(<}hEC@O&2c&6DTi$G{r z3RVN7E&7;Oc=8j?@U=$lPN<8VJR^;84ndXFoTkZC-+|2bXMF~GA@|oWOIdruG~}@= z*1`l|95(|so@a||D@GG2_Ml7hsPDh^rp=~YleNcN6bf4sWiZ`PQ`NxM47w->QNL+$ z-vFhIf*O4kB+g+O=6cyVj?}rV&VY71Xp^ny-GC|n zgbfIdf1P+zr!M>7G=2Y<_um4aF#}vwIIO(F*!J&*OL~fOfQ$AkuP}pSdd*w{>UjE$ z3!EkJ=T$OGXI@Y1+e416WFwtAUo^(kzPM{qbItCC2++uAH6!DS^}1~OadEvlEw!6) zmo+5v`};uQt;FN8fS`?0O?CKu_{H#@X${nHL;$x5FDRzx zgqJl?7{e8Pao{7~Wv=j(e8rU(eSOENwfR-g7j_zbl}onZ;uS^eN&Xm*GO-fGq~fK3 zW^c;%b3>V8+v6Bzbyqx;P)jUK!dtbb3I*d_T0u88$Zz9k=<7p1McG17h0LEsTAzyCbnAZ`ZJ}6REuFFG>F3xM$0-;02VzjmM9P zrcRt;ja9s4zI@Zvcu659S-5<787fEOqh zo_s--Af>l*)aK&WA&F`DnxyO{n3iX%(!B$BMb7}!mdR!)Cfz1pdp4DCiJk~K6<~}T zny3TaMp8*LCDd5!yk_?f+libXW?)_^iNDdF9R1WBCYVy{&ixpT!Jx0^|K((YRB zKaxp1@v-aZXpS1#73#*KCW%IKRdQ+ck5l!Lb5OZV!bJBEHA+lOq(nuqYM=;Idh_yDcRN>Po z?98<{!keo}+rXc>vO@!xsAe8xRqY(~(8!Of;70{u^v zla=*LieiIwW_myUdK*f|04M$;v)-TQEuu7L%gfE|KdldtwpH{t>cKScKejzuf5q5i zEsm|!xcksBnUh3o|LKa+Je))p50Kv()13QEx1MMjlAY7pVbpQqx^kz%SF z>Eq88eeGR~dW11`m0IP9(s}9}tjs)#sWJf4o%fu^d$&_wOVOW73&uNf*zP z_(fHwALK7j=L*li+R|B7a5n!1n8vN!9MHZtG=A?(r7YLd2x+)eSe>;Z845p?g zbWkX#BlU_sRfE4SxYaJ06s%_q#HEEZH95ptCmp+A zghM3uJM`&cO9@T;*90ETC~*xm&XLOt@q`azl{PGUAJiBSb99 zmz;`eGnpg1ImbouYBNJeqHW_r*&xzT+*Gw;R?RS{E>*B^Ydn}{*piz9Dy8N{3z57c zC@ef|{!|j*US`jqX!aM-stw{}^&9^c6xM~^cwOvml!T+B>yyTf%pR+q9bc$l-B+!L zE&maGnAix}%+<^aDfB*jeVNj;WcaJDnzpKfb&2D48I93D&-gKw&g+5a*wCOYI*mER z{UU3JLQJ|+h_~;>u5Hpcr81EuHRr7Rxs#T>)th!|K{BwbW8t7t*UppSr;&0lzUbbk zd-%#N0wLc77dwUmRB8)q&m{()rZJKPNwJs)NYY-$_`*P(Cy#5Y)xJB^`D-39sVIv6 z^>fbLB9+^$q+R_@LH&Jn4&n5K~} zpwf8joSh;X74!p(XJV(KVPf~&E6-g83M9Bfu}m+ zG61bN%u(;8Ml;5Y>*1o1M&sC6>SD|aI8_}(^}f0r5pf{GRnTU~rl!X6UZ~Psi}fq7 z!dyv%*}7Q_FFyk-S(~3FjJdmvh#`Sm=AO8h4Rr9>Rq8t~x#rx2h&5s+g#A5|tLCFR_t%3|3?^#c&QO?b^D1ipboFN8B z&=Z?2Ba?IvHDr~D0n~V}p~f2p_Tsb*NM5k7{so{$P>V7CI$vzwD1iK*XE_Awk3(v& z3jYP_hDAE&Zq{I{7z4yD{ z{hl*tKWFAUbN2q`nF({>WHMPR>%Ow?m23U~zpF1;LQ?bWcO&q>HS+tS{%)kbA9TvQ z^7|^uGbR78GDU4#a>T8!Sn*1)NZ{m64hmi_e223hxs?Wyq}z&`;P8~u3k9fbKU0qV zTaX#V1b84vBd?$Merkx=uQ;Tk+oYrexlH_lkd9ZBXBjmzjtH-f)zz(^f;dYrw3we! z{EQ=kJ!1mGjDMabJ=LF^V<-QNVrxOJFNlUvlqr?06v7wQg|Eutg)}&?SH?vMBV)f7+=c zmXT%kfr@2n`!#*T#h7=bF^EZV>SNG9wfIjR2Lwha1^E6`i~m!%$;(PY=p zEVasN#_#nle{Tu9A#%pOuwe~HXVR21@39Ald5n7MG*|*y)l zI8}@GGLv*X*0wWPht&u7&bez{5TsR@EAkCBr9`MhZ7$yJU1gSI5o& zBxV?%xh2PayZmnNou|)`I$>)lJ4(m387q`ri-kV?0yIB7_@6HJZ>%6WDm(&_+A`~T z^_>^f&j!hmH*n(#nYv`aslSj7`41b7SXlqxHy!^v|7$G%ih;jk;IA0?D+d0Gfxlwl zzfuesVx7+%L3fem=S_Sqrkq8(n>+`6O`###ZZnO0z{obvsoKtB<7>$&hHr)MtG}$X zTKBo*0#ti{18O!{SkOy>>!rozwOY5$%!Y}4lOC?Ht$D;;f0fFZnUsA9Higb~cQZ7+ zh6{iAFucIx+f8zti=8-}$ujIW-^y1dK8VLL8-GS;2GM<2CaXKq(S0`TqU3RM?JWbi zBDjY^8AT>i8yFgX#TUC1=aVaQ-%QRN6R7)VEL5 z$iJJa+q>}d>xkNYQU1jeP zAz`x>j#GAkPc?N1M#6l!+SB=Ow$#O0JQ%#3^TeqK0tC>hLH9a~(uGH>G;9X5sv-LN zBN83ko5DChsQz(FRQGBFsu~JzzM6F?4_)MVgx0L|1Ch_=(gO+WuICdUU(&x0%M4jy?)9q! zQ0cowR(ywscfvjAo>lU~2`vhOti)vkd+o8G{P(B-{b#f2I3HNiZu?370qsSibY&k^ zf}SjjE4TdNzh8{MYbF~7=&t|J0-~dax+OI;=0CUiHdx8NjAdV%^zb+g${Zu`SMtpX z3*rVlW=pmsQ{e@Q&Vi0w7A8hU2u?CO<_^$D__Kcqim$UrUjEF&8lQG}ikE(dJR^0j z3~t?QU=c^e`yKBAV~w{8*3*zn@UXlN$VHC9>MtZ*ec@t-4)@Stw>`qZQo$OU0&8&`pW5)7` zoE^wWtFQ!55$dZSeDr7a1dn%*reg$*!VVZLC08;@xK0uHW3u@KFL zGT1B@4nH0Zo?DM687+5Qrl00}#&bW#&pI)mgOc(A2`z4g_Zgh><^ycQc}8xp2lk^E zUSNmY(QePeg&dR)n1l&e?4GPUrOrQ{|D3W`uBba+PI=KBI*_Q`3ALnyq)+*U#F4tf zY8&|0Mz0{h0M!P?=%{%{tiL-2>o``ViTm*un}fL93jiY{qCHm_?C$Q)zjC9uWJ(-( zglgO^JOO2S%&t(CTcL!rnUTxMUT_EP?NM^cek#MgbjCO!OFE+54RmXxF@6maxjfY{ zPhn)t>jm71u|)NHtl*Hf+RWyUQ~u%mHey8VfYm7gz0j~CF^V|@;1!&N~-nIv`ry7>ptz%B0XDNRS;tr)UPKBHR zpZCvv@eZbcSkv{Rye?gp^oQeSJWjxqCiL?%hfDsNf+1loxuX=aId-psfl-n>m);Wa z;_bA-P&L&7CBAr5qSgIVIN`MkvN!chv0b8Yaw)%0BCoY!Xu&Mr>Cv7%-E5m2Ql%G2 zwhXoR5~y5SQK_bGi*}h4N@3l$XGO%En0c2LFQOScQ#EK(yh=ZaQ_w3_;OMFTOxSK1 zx}1%>)XqdHECI00+otjJCf?bP8JETn3AMM|c7N0&#+ zE3jmj@Pd^HFpNCvdyRUbtC9~j(QRpuMK?sw+C2;0PFQc!e&Y5WlB83fdkNpBHVzc+kA^_`aDbz9+Q%1d;p^q(Om2f22+34$E@QVU)HnTUxQdq{`qN$+2jVbx%+CF?;893m{HB3VS|L_S;9Cw7GtC zg-w``ujk!-gl#~O?Kd8f8@gJYeHJFv{nB#q&~0ozT~apTcxcAf(}(@6&WxHKgK}>? z>l6@%)eY0-r)eK(FCI%*D%D=^zF+j1Y=ko>_vSFZj-l+TFL)v@s{*pKEPXS$W>n)p^@8P`|<{{BA4O; zqS*LoMtJOd(b;uKEH(LUg-$pb! zadky@^1QB7NF5hY36N*3*~^(|Iv`kITz)Y5dLH=NOKR_p#r;^Tr*Q)E)=sxnw{O+U z^8Eq~@}LNA{Nry(9SP2{RV$KSfo_5{Zn$wxxMPDwkOb43 zp{u4uKm9=lBtGcASn#%1E!z8Xcli8GtBT&+CcOR83LH2OdI=MOf+;plHnu(L*tXTd z@)FRiIA-tz+Ft;U!%0jRHe33mi5u5uXx$6bP@q(7CrdnCM{G%FZ*@Y!NgAK7>m&FQ zl^~^`6B@)}mo0XZTXRzGMeLSdR$<^2JwnKmCzs~>5EkBktRaovA_L!rJwzF*Ro@h6 z36D^yPjI~Wp{SHDgiaO4DMW2!upZ4jHw2hi>RqrXs;7-O*laM@+}yD2)mC$Z^}=1g zU`8(4oGf2Rf6hd7ouqHOPh&?`A3^(>1C?w$QEXd?J|7l_=q|rJEy%;NNuGPE2%D|}->dw9nK7;5$l zwNv8wkzlEe;*u5q^nCCxnHXOg@G(ovi_D;u^@H`5*tIxm9{U*7RXk?SY$ZG%E3sHL z)0yp^dHmghmd(WTsYc$A6+l#sWdrlu^^fQLp|_n%gc)WaXV(;Zzv=c*7RO2e23PzP zG0~O*PsiYz<^Zo%r%q*_`qJtujNt{z`7>I8Ep_9V4P|cBn1s3&cj57PY&r{H40{}z>l%~`9|~`_?*41!51W1 z0nPi;E$L`4%0D7+5VX(xHI7Z?8o!XWkwJk}I=O(IxxE?6aOi;6(?<4V|QK z29jBfBExJyKk@+MUWsbSou|EZepgj{ydK~UOvOE+$I>n;tI=zP?QdO#V@;m6PUJTz z3;G_?Uy!`Ig_HD66#z8;Qgm$~d3!VdnnRWrYrK>Ed9LUqoLB`q`jli4mT4NZgHZ8qL)b+)-RjJCSb*hc=!$}w?z0nW#rK<0+PFQdxMA@Y5+#!+ijK$< z6FbWn;WE@IFUSDLjw9_h)vz_@S$yb~G3*Bw&anObqA|e%eZ|tCvzO-)2TBRz$nulZ z9iIxg3#Hy=Nb4nrlL=EobGjr`(+a<>-JTz2+I{^C0KJE}Mu=>;QU3xYf0}OJD;ULu zfYVT^;`!+36~4L5#f<#^V(%MsNteuf)PQfoYYKLb_fn5@t)j+4t(13t58^&G#lHay zjR)xA7t%zposMI*;I>ci;Jv9Cp&|=1{)VO$>1ij-HyWaf+VYH$TkMebci}VL-k+Q7 zX+P@x1*jP#(Dg-qBIW6IwexF_fD2D@1Pfp2l$7+TvDiq(ks8m)@(kzOmzJxqF&kVF zF6lwc#_2O@vjyH#3KL)Da2?ze{n{NM__DgX5|@2buE1}$r?eOngzrG>!9QnP-H_NP zDI{(63m^&DXd^@C8CD`SvQpY#pYbW+HzkWzsfNhfZWoU-?~S$kBATR09nv7V%PVsS z-x|m(U%X8MkZ2W)3|%u$m(|LJ?iB9|`HH5Ve47}o&B_asB=gIdMNjQ8no7Aq3+Fd?2vd)k&xc6RFUQU}z?z%Tr9%vF2USpg1nfcgNoS zeL06OXQt9-@&bU#?_&2MaIP^2t>|Sv*fAwYa8qLp*mRcms@OGW#{Vc6QBlxT6KY~u zTV!P}C<55#KxM0m95v&Y`jpy-@BRX)HceQQ84NU8^M%BJ*hGNVz>I5JKP8z>FwIM_ zA0oTUk7wChk#f4oEMg94jRex47TA-8+{H7t8{(GZ=<3eQ0IdoBBEymYFMGxOpY;a4Po2yERzjB<(4F*z zEm%_P?zLLgcz_CIt%aC4%iJ^v&)9@oJDvV#dLxs^>Bf3BB#2)&t@M6GG1@@8Zf2XC z&pEb7S)zdnxV#OpY24dWZzsWwHDnyrr7XkkimI16GnLi&UKhQv_P<#~&6h)ym8aXd z0-lXS%4%a3wZ>0Zvz<3j@hQ-O+YSv}l~^-~7tIPy1-~@U{buQVCGQWmQh92X%@>`B z)G6E&PgoY6MG96yk&nuppsY#Q7u?OpoF>X9_ZN1Tkc5d7vK{& z?!;m1t50Z;ClD%Vn2IFdK{s8D0E5W49#4AnFO$-lM5Wj=&D$GG7Nplpg{wDLP_uZx+*4J$~MXe?p2PaOrYMfMn4AKTtNo zm-UhCrX{ynNSqT*N%q;R4WKo`T5lnwJcn1H>vlSmt7Vrcmq&_aZwr$q$l0XG^V{c*&dJ5_bmVx&M z$xUEs<&I|F=MwpGdoM%jf)_W_T$zygQnNB{DD&r&r#ujH2Nsgn_@|98+C!o`lk?RVUVE|IkI|Na%+#4(3p0@D%=4ukm;gLz*eK%BUd!kjW zyG>%&3mBV`S}qV#Q2}SGO&YVWKjy#kGSGH62@53)oNtMrTTMo;ztqCjP6l0kHDE^$ zVKmu$K}TTh@_#cI=rMj~5`9BwzRTcrX>#3ra7afZFO}8mE>S_Nif)pNa)BgwEz>kl ztyTBGKk{KBc`|ZG|E#lO_*(B1%zAhB!29#0da9~`;m4oMfW=1k?7TwL+4oRlqn7FW z?a6DiVV+9@>b_Mn=O2YIs0ev#-&L02Rogm%_c94OB_G{)yse?i&nx0+`g6uW9-mHJ zoV@}_@bSE2q78zyYmGloYc<&psfbBqacj`2N8p?Ptp#sOE>ah{#mHaP}=`}4yaDx3}2T?{=muYW!ha=*ObiKWBQ z`P1W^Z$#fmPR6pO3>2|Hti+}QXy%1>{n(biu@FZ-rEq#gJ%1}^Lk#R^;G+ca#R@wC z(6kN#&dmAjbdLfpc6C7xt*xVlkWgsCm>C^SJP_T{k-18} zL2^vs($8d2G%n9XiB`l`^_b$_M1>bxcwR}QdQR33Ea@209;VZes1j7Jx6E_r-l?z@ zG9IQ#ApWSW)d=T87Iw?gp}ExJuYf%>;afW3-M&K_f1RbMyWs@PT7GBq+_*z^Id`BZ zedjv`=;Rj@yuz@@#?aHA#QaR$1i@>ZoMXqDY2hm~t`48ez;_BfCeEUUpPtM;wIW(B z)1vxe0A`!ecvD~H_L+b~o#RfKl|nw1R0|X49S*iIhg0jb`Ji(DwFBi5nPd(RqZQ?0 zs`dx>!XA9B+&RiPGFbx`uE*0T!l8S5^(`i@cnpCtPL;uAuIe5!XJ=>q)Oo8pZ)`he zF)lgl>N|YQ4a0UQRyEBDd@Zn0Ha3gTjr$s%ye2>n9r^>)KM6VAGZWR*70>1pgy;{< zs{mZ3UVzDv?J?3kYY%Fl6x$uYXY0$xJj-FH;a#?sj)V64-KN4pEK{Lhtsjv>C$@Xk z%j}M2PG2u`C3A6)Fn9T}hz~;ow9$6UGErEQ-A|`8Mv7$<)%?6-)>TAes336W3t1Fk zy;W{4HUOO}M~*Jlu5N6tuN6%l``$Oi5YF0C<)Y36bU3j46#QVfxTr17wfR{+$~@&} zXz_tv=O_wix`8wMpTo`8*O4Hqs z72X0*Q^xC@864FP?yiX;2RQ2SZ0#Ppc6bjvp^4X=WT~cIybg43>NNa*RQZRSm3)XZ zu{)D(&&6tb@zKUGLVH`yK!?5O4N5N>jK&QH^yuav&!SE%l7gjS{U8!)BZL6O!mhg` z!_((;szH6B^f-hquE1HYkcpPYRyDFPvJZvO8pFxF88}_Z9Yr=(pO-J05~s-gXVp!$ z;({2zqi0Sur%3nfC1b;E=*RJbV-9iNAzgj1f8a)=!&Zl-dUNPci4DW8MVEt$O2oB8^mTcw_^gkXm+Z%q-uJ|0!R_Mh4?`=fc+8saCO~k{IIX_nT_6 z`TRI=*&Qn95655;!yyhX=mlIQB66uwh!_3i4rVf{;Z@mk%~ zHEY0I#!y;pPBtiN?dY@4ftPFh9%mm_C8!Jd>S(!nmm9bDCE5t#2xD%K(KW{AH|v;E zAHGcfI;as5_eEyUc3lOlKc<47y{uvQoB}EA7<%|1@_JOrg^}yCpeE0hT`n0-AaUOb zl)=rByg1bbXmm zsE1)B*)l%@DC}pYL;F51U0@8B?Kt@(m(0POZ0ScEFzhKZ%xJC_z{c2PtJ8YO+3&%*AVjlWz(XMkmYQF z_tbNFy6i{e+bDvtGiSDGgxcXj2KT&zLTI3ysea@tj1evHtf3lt6v+#5PQky@(82#6 ze+@QyFreela7Ki^%fMT2ug5d)iV7eCRWvpDN3=vd4<4ISG+a3?UIh~FWX}4m%iNmn z$)^7@c1YKIdkPHRU@G)t^(QBjDK(A)pq3cd%%hxICAePmpAAb~i}7`&>POLDDc)c0 z#ShZM3)zdw*bQPs>zbpyqdYbEue9nWZIozlt&7XWpnu9ERIVS`^T0!)pP3)^QM zKO{*z*u&P>(GifLgTleW!ZM$b=On0P_b(RR>obzGF?^6V#?`#+Z zV#8()*&cgVe%BL3?r3ak?5MJ7s_`4-YS$?LxPkAu!aqTdcN!Q014`?zGS2Z?%m@!< z(b#{hVV7UGJYIE{!CCbY*?pl+km7(vZHPphzuoT3rk*PM)buVjWBw=IN8T2b+rFK9 z3j|-hFqFvJ=KDECFbC8Az#@k<0gpho&)?_X#0T~8uk*40EU4#*IbWcq94v5=#S3wBxXC+pyMmrd+vDZkAOHzvT@ z5S%LFbgbFkBBKG8$hx#>X@fN$V(-2}A9jv6_-+oeHXf(jEKMR4(1 zdSQQIi%f0R^#;w=LdexZCE+E}9C9{vbqu~e4G}1u7KucV*KKyanWOvhHo8lo5?dmY zx}Z!{)YaHTnLYH*jQE(R9xfnAPlQSv*W4{OlpI80&mJ=yvlzgS`Z5}~j(VN39C1^8 zSEqzEd1%c$PV)2uj=jN)Lujt0;`_7dtLtZN{tFz<~D!I&9gjhw_Av@1^IYO{Q_L>jThyT33aRhd0TNmE-u(t|GZ4;+A?WM zJE|nG>-dqIoxRmqhc-iap>|O3XKLjRbf*I%rQv5m=9=w3E9L$&R5;)sv+_61E3H~k z_UA$hcNEYYMbaS|Ral5u%KDwNInUKLmd2{ki*I;e_MLWWu(+oYKZ8X3oI9=d1<(mC z>V-YydsAQ|>wD`7{pmQQ{nvLc;O^Mz{%}tfUF=V+5TKqrS4u+fT(;PF=`v8M|KKV5WX3!{|d<^>`}$^}=nJQt*P652nw#eIlI=81D)7e>8)%v3mAIi%Nw>p8b1 zCO4*Qhsy63_?pqsQo8VjgpGMJd%QT5rE|=X>oI}TLbY@&Ra*IN>f2+#hF;eb9V`1D zM4kC@<3?AZ1MeV33)gNmQHNa91xf3dTbv8&nW2Bgb&xj_Of(%4LK*wP1eG~z6C$w` z+nPzb91tJ8Y^$dTj@#lgl9b?5?C*w^>xZDb_AJ6$RCZvF`ZVpA!&1BClx@m*5?$CT ze51Gx<$gDnnZ^qI8KRAM+8mYd=zQM@_O~g(vi<%Bhxvbbguic9L5Z$|Vv&1~wFJ&J zV!FO@b6F+c(pMl*9JG)P4VKON^nodo*O9}Co(Ui8(*i1L{)3>PpmZnEQBtojM|hUJ zU-H17Z{zVm>-OfW$pR>(Q>|ih-6zuNetSz(_{;-~_ybCzOx_OM(Ex3Nb}T^YU$kD@ z<|@+jf#3A2-&U~PH_Vso=wSkN%%)x6L#D+_ixoLcptBFMmtFDPzKmvqpB*ET<{z|7ify z)LH{;q14x!e_+GwRP7)^WG3dL%OaWSAMOWeRT!IN0qR+XK@TXh85X`ZWr-P_$QAQ= z@1j8O!nmoVPauJtEu-NKzGg#~&OK`oGcM`+sz~o8K@?x1DJKcA?UchNP`Z?m=kxUD zUdtIlgZx^Y@;`w$Cn0Et9|2y4%jQt<&c0Xl62HIU@~XOB2km@}caGDgpF!~Ty&0`g zS?*;!vDv%PCZGM)IF?0y-)i=cK4Ve2CTe?&;yn9^j4KwH&pqC#O@Dsf87{>bjFmT` z;IEByqOaYoVU`~2j6a-m->bR#ajdv5gwt>jS+V{!io}(9xCwt-w?c639@Z6KzT)7g zw7~YJJ$cw`IUP^TH2mg4dyN(Hb8^Mg)eMVbXuQkuh*~|C*ZDtkGcM_?`*Cp|NFnY&F&_Y$@QrzcDaEdRJyM{mU%SNAvnyBlC z_)wXj`RJTA0eq3Ln_4 zi^Q$#S*7b99_c?+Jr^HEfYp(<7NeN8eLHfHpml z!+Tdwa=nerbfF&w>y0_-DZTezSv{C3z3=g!JY|3xgbvDbIH^5(tyenq89cByT>xqd z*x>HiX(+t<{Do0}y8I(re7?+h^RkDR!Vo^)KhNAaPuM3$)0K_Y=%Kd5*-@}CFVcI# zC;1xZ`>=4mO|9+D^ZTt_Yv$(-QH7OAvr{X320nxX?Y)}h+Uv^1oh>WG9=2*%BrY_k zQ;z5iNU>`?d|pucB}tXJbxJEB?0JQdtg>LpBSFKiW}dr6&ta>Sx&bPOZrI zmV|#vkGw+ejXTeH8|z*UG7d`lVmhdw^v4@&<7HSATTKZ$3}0lMU=7sWPHU%VGA^(= znU^8=NZ1D_?=2$X>tYN`9$T=K0HIwQM-%dP--n9bi!p~J)1i8dgrZtaklwpv0IRDE zshb>L-Hnef3ih_l%h~2aJ8nj%Dmqdf@btA6?$}I!N9j;w0Buos5xA^5Fy*S#-u>V; zH(+D}79k^BH+W6d7$SQQT_inToW>?y$vB$f=QoD`I!L@`RvHH1S$>Gp{P=O+$du8a z(a|WjSzMpBW*|>ul|_|l)@UtDPA{S#Wx9jmXq~x!I73FG2BGnaa_-*b0KG>fXt5_| zY&)N>;9cvZ$XcAs=K3uwzJrHcSmt4T+mV{n?m!Y~CnAnVpqqsb2Do;w9Is_IR$m}) zu}wN;dt#Ts^HMENC?TJTtnE73|K?xq$p2|(?7ze74BD#druJ>Bzl3nrr+ceW#*_jT z^|^D&j6vZTl7?)FHRN)3QeWrz3@`Od_d69~+LL8xj)Y~914LupdkfWkdVTs)xwoa* z)hriwKeE3QYsa;3zu1DSt>%yn<#p$)eKM-g!V5P%h=H*+ji|D;=8QC8*IYiDNYESM z59p)X8~nccUEcjvapX|KlN&-%tRB{BYPlMJNh7>+b%I3&C%MJ7%O*INv&vN1f+g zZUhld?6h~^7ZB4fD?I6+WDR=pU6u(dI={~IR$8L4Us#iw*`iaQfHl6a8OswKI9-Vu zrj2Y>`ize2W28IXvaXF4qu+kHpm!^$)$nB~fO;}O1bH@+QUKn)EU4}*bM)c!_oAaa z4x`YK>i~Vr*qi@4eW<^A@X_(jRrUMMSEn-Al5fSuJKmBbS^PQ0CMq8G{L%y1vFpUM zMct}&!7}Xy4>uOo*M>+BVmsNtm&fbT5gb>1jslD{jtNJX(_S$+i_X<9;+&iF-a(S7 zd==jnGV+E21K10fyM1lf_U^d6bVaEqzAPnsZJ@3M@Gvk3wzB(iT&YCtn-!!N`bxJ- zB*qyvkojIt-%xflfFdZA#!p)u<%EuE)lTH5n{#?*>i#lM{be5eD+d0n$H0eRagHEQ z7gJkykTI47Fwg$1re>_H&fhMeTw(ppBGuD^K0*0AL8dn-#ScH{BU%-$$^7_J)fGoc z@*rVOc(UEk_~A^HJahQwh!}7rwUzc9HcNf0`a?~S0 z`h8{DNM@r(!$QcLuRQ;~36`6wr~12I_3i`W+w>NIixNriy3Y>tI=iW~V_Ftp4K?A% z!IB&2{Q;*Hxcy*$B6N+3V&IU#s{!gtL=^Lck0U69v&fXplA?n_#VSl49Ju zD%<9=*S5%|oHunhls&1bzLPeMb1*07dew!7lTm%fh->@?S>c@wX$(a$7C^6iz_>oq4hh$nrMH|7OkC#1pO(?xw?JJTXUviS< z5%-P<*A5y2T^VBG7#cJ6Qu^ARGe$vy!(-|ZV|6&J*rf7 zpK9>E3ewF_)+Zq3>*l+GHskyt0Udpp#cPsRx5Tm_7LcF9`#i}!j z>KlX5)QMUmOt^fDf85QUt}!a;&DzaFQr+imgqE_>#faE^WjrgUB57=)<;71;5*SYO zAIof8r z#R5D}b#BosKES)1pyKzBY~uejo&4Vs%zr{t|9|VXsQCFO@6bZ(X5Fq+%F0-YvHsbj zJ?0M5|HpZCdxU5BeLUX2ISDD10R7a$)pk-xF}Q#64{tFaet^BrTOlSA;6!E{5V>m) z%&&;G5xz(sc6>$m-8{~1uOk=u@Ft6hGbd7;+WfSZsOj9HY0cT}TBQsM*Bj&W%(^wm zY2DV`6#Kcckrnj5*!l&t*3`w;7mDtVWts`N#h1!4C%y^`2{nt?JP-QB$elS1h*>;J-PPeSqRqP^`lpk=uga&%C;uQ6CAcVTo=~p(>{-bjMGG) z&+z@VHu{$)9v|N~u>!?x?)(Dy2f-K)%K`*)cQRrw-^3-_I{Ua14e>s|%}+Q;!1B2` z2LM&e)|X|O#J)5OF-Rw|n(0Y^Ee4cjHVR4!l-h zOV^m|+tf|2tz>Sy*aoj><0A9@Ja%?+4T;4P{uuiyU+j8^G~Sfbz)4!<7PmYiTvaYqT~K(&WAoRk6)^kCQcgj}AAEkV}Re*RsR-2A#lrieS_zAH zqCQke!$nu-pKijWEm3euH0Sv!m7$_n=~I@;r?r8CQ*u(@BKTF$`#o2VvTO3e+*9e1&}0?{m%1Up!j z#5x;oH$#Og?!NokFM#XRPJy9Hsd`C4zB-IofwqzOq#8FN|568wtO&2MI5$qoH_)$m zVpm}HRaJsXn_#5PY`?vFQDM}B&0NUz_1@;s*x3as4L<}t3=#zT;TKm*T{dr)udU|b zYT~%ctw%iQglfq4H&82p+CCjyYm88zDCc8q?9WVmdTTHyP9>=Dq@*5v2icYt)KKq7 z`dW;8VSIvIw4sO@=K?E50CUyO)`8+O7Fp=0?$t~&DluBQ4bo|)Xd$b_=?{jza|l{h zK0Cw5F(K|fi_?^8 z1f@Jd!ga#bKCEk;ezgjpxm5dRKWMG{KpgbO&kP=X&1K1>?zna%OHa=rYW4b-UN{}d zf{>a&{dZK&+U#kJ?K|6YYY$SfQWRn{#>{cPM{UH8^98RZMZ?yv-n=V#{kV4G>(7M~ zsYgUT!2seNW1wLBehE&35V3r_e>T?+_#h{=DPOAQEL{ zU!Q0^|B=%o(z|GIaJ_u&-_2wHW+MA0CYS!uB!HHVUxegkjqe zyAVq~PnG;OX(X=xPD56~0-{W}*I7PHYd&$UXm=rLHb0Ws6sOc_5ZkZkCH^q*EnE`m z{n6_c0`gV^lE1X_3((U^7wsKmNwgTSFCjbazZM8T56@c{piM`pdHE;AzI?qk)t^}Z zEaYm$7s0YEjI*%gcb;CZ6-bujSu^-bqM->#b&hpcf(b)iV9JubzEgG&6?3^k^SmNb z*2(7op5EsX0oP4p<*(j~L^G63A`_##W-DK8`i6ycaCFH@YbO%Iu9x3tm6XC0!RtWS4am=2YQ~!|k&Vjsgb1s$Y`ee3-@G?E* zU~*=5i$OZ{rNbR5(aFZh&9Q37At}QOz6#6OR51z{I?qMbPUd*_iC{5d4Id2@OKL`H zvM0YYbGp8Kf%}V9q`Zuh-E8&_3p>cw(_Q1+{Ssqk+nwJ)!xE@VY#4+Ea8?U}KyX!-L6^;S4%c)22-l`O0}JFk}T zvDsfoF_YQTQL;JCt#Z%$G3ipGCLQ;KF;`NzG!}^|&jS_B327ydf*-UsMuDHyw)B%| zlYPzk$To2Sx7=ZGan#oZC>$?g-RQc(gIeFsxF5V&ZyVEF+d0M_A3tg*tSK|McATTC z=a_BqzV`zsntoHV)5{Zc@}YHhl)pkf7H;1oXW5iAFY(Hq_6>ELM}pxoJ{$L~BA z!AJb8DgGJe+cd{xVyuT%joMweLU8dQmuwPLXg z?f5iKO{uUQGwMIb{ryKX?0?ns!3?EvduAw8Xj=F*>^E@xl{`On7-Q-@bveHr~VGbn4_{ z=T;Ic+hlMwc2|755GztpyMAR~K5t@T1PzWbXlNFc=3vWR%^lU48?AHvQ3`mQ%XsUE30=Vc4+=gE z*@_^Q7CH9CQ+ZQ=Y+7Ds#JRE?J>55yOLh_`Qh(t575G_E+C|CGBtI z_lQFaV@?jt4ybSj_KaJ09tspM*-Ry1kHoWlz1`y(3&zq9og%f0HutG;o4*StTuTidF(wCf1MHDu>jr z-^AJKyUO{+!(o0cEJRnICzA${Kqkn2%b8LGGdNye7X33xxhYla=gvI|?`y+k^vs+8 zX7}j78`S^n_nY9?94V2ti^(iSt=$zN&aMy_YZp&eaRD_KPiuEqh|?=iYgU_AP9D|*%Jxp!rv#LL zKlRkw5@Ka7@XXr9_IDePC4@wTWo1c;{;jjn%>6|Jh}BLy$aO`cqeG$cOP4B7C(pqj z?7lXVRfBO(Nz9);Z0tnmzEwq~cw}XsNO-xIJgsiwd_{|)3;!Y*P?dlOPr+YS4+N+u z)CNV#2nHaC4|?kfpfEI|(_>k(*nuJJz)5Lk88P`^M>{t^MC2_0O)#4 ztlf77Xa{@UezSj+Q-Uem8ny4tWclXM*~&6f(y2S=&)cL$4Z5_g4BM5X%rcq_lcrqS zPP#Jn+~$CQk7=xb6>JEob(UtFF2skXOkDKe|8Ms%L^f?;0e&#AQ zuKvtfO2iv3pagmDnpWrfoR~)M*PC^LhZth&k}s_30(#={w}(Tmg z)1E1H8gK3!IBnnl$Tz;laKtOPmH9(H8#R+@H#+1RaqjU1#=l$h31d2z?Mh??-skOb z3B6J9q_GC>w%TDP#7ydC2ebYp`e9@M%hN zTXixumyuTsPhLKcX6x>KM;A!Jq`9bnLis9`%kK*_3*@%S-k~cMq;U=8f)_E?I;8*T zyHH7*Q-unjO?9+%~IsDmgGUB=*x9Az+ zm?gWBGHq7Zte)jLNN+v26IZfe=GAQC4H?=|tY5;J^5QZhT%Ueq6z{jN<0`as)N^x_ z`yux7D#&M4{o~=~j`!43TnpnX9T~r?mX%+a9L%UMmD0)+a=hOU%*(*Q8)D)5>%w1{ z6Ud=u;n#gG&MgGn4TxyU=VU5^-~eK~0IOQL*7u&0Z>yU{Z+V|Bw8S3mH^_cn2QjaL z4#l)KBPS)Ur-H7W@TCam95t;L5CjJ`1PAd#!|@&mHMbpjM>9vrx5}%r2-Q00;Z@FB`n(rUme<8QXA7op2x<)p& z9&Ip_7YlnJg&KuymVZg%o9{?B2i~>gI7^)63&w0Bav*M zCDqY~NkB`18|Gx?<`{8HPCuo8Z}-jTptg#*>5VD|SpC;5exV$y z;&`GBuG_~{c=xG_ByQarZW5FMTaToz8f9e;P|}`kypa}pojk6r_zteglsFnu2D(?%cKrX>`>Q zpdK7ja<5JA7ob(XDPVgXG$xs5A8TDzHQqSIGF01NgMPzCioj(Gl2wV>d>gHVKO&my zm?LGEH7q*1T{U^-^}W?JUx4<9`Xfgsa)i;oLfrcSi*2Fulew*)CyavG&RL_vqX%Mr zg0UxaGjF8vn+!YdV;P^+4$ULqgd2U*OCC>(*!&Nw-hr{Mux%P`lBThpG`4Nqb{g9@ z8{4++WJfz{Y#Tc^8e6C5d!P55@45cMy4K9BS@%6tHLcL{Y$cb|H-s1Bo2({S+VTtF z9E@zQvLprmK$o2S# z+0<;V70@M?rJVYlrqF;qR(icl1P2S|61+}?g6R;oOxJ!Qef@SQ&9#tPq+6t7g=(Ls zQg0Xo+E%~M2nx&@2d&)l5|%-4I8-_aFZ7^J`5m5KUitn0Bvw}GnC+>1l8$et_bPz- ze<g`NAW(j6A(4@fGV=)1OPr zY$1D}iHhJ>GZ~|~)(Fe4K}IpYSc(c+Jm`tSA<3;tR;ZAY36o(dbN^kAll)92HB`6q zUw7jD5-Pv?e%blET5P@*^osT55{pxdj6S_86I_f6MH$TjJUk>jF3tUlVX2IQCbeZ9 z=PK>cV=Ah9hm3v=G8*~2N@%+l!O|Fw8^&YhT(Y`1EMm<-=!uP+7S5qeXomGHXBJ(K z3s7d}Pl|G3!N2Z@(z2aZ5)SQtVolh~YVvoT(2Tl1MD#8mRnmISQ9Oi-!CFi|Jc}#j zO}(V>BaUH_JBBB!T`+o3`4CjheL^as&_Lvq)-J<<=wFvTKYidxf0S!Fii7GqzD}3? zU7OV|2Q6qfg*V67V3x?k>jANR>u^yK=MWK2y+=Cw>HA?|2`GI>{iUv8^Dq^v>vg9@ z;9!X|=|=Z_vhuO(U`l4X=45i>FWgdoDu}Y`Ny_~%9OgluAqZoVH^@)Y)&B00ei}H9 z&8cOR#a=hRuC9~&PiWOCt&=h64}{{#XL zrPw>IBS>@z;I_1%vv~v`IW+alhkd0a+c)3J%Y@Kv5NB!s4>4?YGA>Wv8hnm0&Zr$u zw7cQ3&a50phOulVjAWC<(4)~?)ePrXHdxS1W|H{TP3F`)o0wsSVL`*w9m@>9pgQ4% z1^s|>899XYs+7?WqYS_Xv%Zg|nFMEo-dSKbE>jTc*61^Ifz9G!UMMNwed(1Bh;nIT zu2{qm>XCGLvighIw@JAcPWJVChv;UO2XXj872BiT>qT{oHYr^x zGYK<2QDaVD{|;LN(^%c$LZIx8W%Y18V(1en2=zh#O4uV<=qJtc8IMAe!hB7RK%)K> znC|JMIzSo9SKHl{CQ#l~jSHA`jJG_3nc&}j)>h6-PO<2^PC?6q*>lnN{SoMQQWtfOcI} z+K((No@`&BUg%3Hh(=H&r5yMu7A$|0NGF;XQ9NKlZlh#<6ZUS|FTf+6ydAmNz}folaW)by*5Kik$CY#Csy!udCQbdDsYgq^|cJ zkIujC=a=rFl}X?&@(f2KfW0LZCO|OAf&PF{?jV(F^Fnd=A+qrhe+aA*!0Z?Se-ks! zALskdLD<)c*G+9UAjt~%e?Wiq?P(}W`}3&0_oq!%atdO{Y8s>Q{NM>AxO6e0F`Fdo zgjTMgs@X`@=1X$D&X!pbMNa*k35IWxjIIsK3iGaaa<;wFO7_7Ngafs0_ z$_)RWpq_ z3+)Vy7s!9@2A>^+Gqig}3^TOvIg`CgpX6m|0p;*^dEbB(f z$!V@!NSyUBE?HdFFtV+!mNd~}eD%^U*JW}hTWnaDh^AXi$F5i`^&8DVW{W@7>(Oza z^URobe#;5Ra*$1?6%)vMddv?P6I#tv@*7(X7Y}jWhu**NEjFCm{GL)B7=3azdmtW4 zZMt12HSvAM8kThfrfxKCJ(M}qZ7s%}47Bi}b^ZF7j_vkwbRiimDivK%GfU&_|IDVz z;Wycy%7(QXR?NsD-2SX$9uF$*ZYoj#rR}oFF1dCMP?rq!(Z8(`ADO&2zW2fWKN>LM z$==)h6^^a>{kmMRcecPn$|!56es_~SD0{G-Hp91rT+coV4Z**QKGxq?&#Z3oWFmFW zARVaFZ_mDpXJ-vdSuTBsIk9!@g-x5+yh%5~U%qxs)*`e32Y(k-h{^R1DM=T3-^4af z8>+YTqDj+Mbd#X2_uCeGuZ-GGyI82V?hdcPGf6!ZH2dsk2WT=I*kH9PIvLCMowim%5Tc$~(Xt<&*bINlC1DBXr;Qho^iR;zO)K@fI z+i}bXP&s%T@OsT;9g)tnzP;7s&1W&xSoNpX)@6@}mD;-k5LET>^rQmM?LAWDp>sBq zc8}V2P#gYTVk-p2{aEve|)e)W66YJb$|5mn~m-f&Cw4=e!q;B#@Dx{{{XLFyQ~(oNr*Yz-eW5zv1Y7 zuX=M{!X^GMMu{ahT64XhtWvkH(7l zgWj)=tCP;M9usRHeE#$PU_h72bti?-j#NSpErxFkwzZeyl$Z0Csv+yu7`Nm!uXA6b zY=f0-M_fj*wXB!qxQ@v3p3&i-J=QeG9h$e+rsGkcx~5C&>xSGL1St+C$t6zbLbsi4 z?U~W`*PdcwL|+pmf@VFt?Szi5GK$ivtl>Lbrk$F9~Y4i9~gHcquS~PkapbiO%7`;&|K{ zy3kymm0Ak-=_SK(KHbGYk6LsH_N!{h40K-;Hg++0h9=oc1G#sRJ>lC%zXVrARJ^jt zkI|qbqQB^!3?&I%3A&48l)I0TS&sTheOV3j}B}#47 zd^Bpet>7<*3n5wr027s;3`>FP1fHcm1{Yo(i(`4Z%-e3nvoRWmKp2D!d*?=NsT!4; z>F+u}J`+oGKfX&~lcH5Z6{b9dicqDIH0F%9)UE%-o+?z9O|>QiK;gPuQVB-*e+ihU z8GM{+3V!}8u=$Tm@qR!l_&OIa@OIJsbgT9le>af-u?IdZKX=Pkt*|i8RxB6)S*}h3 z&$tl66xqmW`H9&VCz$z>?BM%m;P-&{bsJp&btm|7yV7$9@(Zjj)u(RUO>ECwH9Z5E zlw<0o{;3I*Sksj4QF|O}nox%TQwa_+=1;2XQG*-QAzJ~j#2kN+s%sY++O0-3XypFa zKqQM_X4)*C{OP-3e#?>XRKovj{pmoiV(XV9oY0NL&tho zsEf3q(vW*ntJx%KAS{_%15}zbu^*&tVh}a68})Avl4v!2xl-379^6-Khpz+w;HA@E zXL=eBp;hPU-t54eb6=#Om1hB4@-zuwA9^&;J7SghHGJIdc7#5~XuW|j_*j=+l%jeo~KNMUHMc2a{PS}3r zE*A#lcU-HmFBL9BO`p&}lxJi?6=p?0_}ZeA6leUCALHRV#PiV&s98hUf7b+lqfBzr z@OLht2y3PWB_&+SxinFFAsZFXcul1mIhCsB9N+`9?;dBqpWG3`b0w2d%~T zGZdPeWbgX-5FhX`!ESZCG>c=d!3mnpE_{#=_9-)K;sBrGs);+EHbjJChlN4&{?NGs zldlq;ib?o@pZZ)DDiD6`2P)ZqB#uEy88VHRCQUnu9GbW!RUVr<7mZ3`D|jM2Bn{@6 z6cK46G}olbF9wjS<>r2b5|M9Q1SH*FV}i{K9cIJjZ@YHa36l+h6+|w}h6GAuCjj10 z0%yAb01~1DN06eZ<*VF6Fj7e1L)wT*;Nop*8Dkqs_tGU>r-qGT3lzSs<$gHF{Z!AI zfHrrfMzuq$Hw6ruq%lA>_(W$)%Wg=g(`F}ln#wPl$F-6)9h+w`QI?={(FRG-bzPL} zcx>0Ncx?fXzm^{`YEsV6w0Z^koTw+C;;k6W_QTv|wGyeudWK5E8BC%>i#q%oW@1UI zav0VY6Jj-FO+Gvl#+sasrcpyWM2BYCq!m-SHl)voZrNh2Pze5C<`73D@jag#8O?T^ z|I^!c_m$wo|32oifRDAAa+tF~qU~eyiYL$0L@IvGXQ&`Y)s(-mo2-Zi`{(ib)4uz( z0k=zxALkDKFWYi?FB6B9$xnGxRDPlXAQbN=o`i=CO=DpxGJ)N-1Y^>uNNI{e?A{j! z-BnC9xd>+BqW0fA;7K=3%LCl`JBD8gC4NCL5`}(Tu#~x&hr*%_U|{kacAQ=A2&jgs z1$vHnqJt^{)yVc4w0M>K(;!K8@K(%*hdJcF{lwp)Bq(Fplhlde zXqcGewu84Q)6ewlHjVz-26(V6{-`Yksc`62jlry?EaHL}`NT=R(9(zSdFF zU@o>BVt9ccZl-OoxXYXkfsqLCuPqSr{OUS>-AfBu{H6R#zx+z`WGD%Vw&e!hXRXqf4_se7H2X~%^sj(&hT-# z@^#t!{HWOr==MA}ynMY&XU*j-d*Bzvg_g)?C6Pgp<}N$TKoyabaU{0A@t41*2@;IL zRx53w_`%L?E9-x*cL)kQXc=tqYjQ!W!fxU29fL|pLk1M=zQ0!daHFW0GeSV3xh#+q zW2fmG`c>R2rK#kC6oD@L?s~=^_P}UKFx`T)&A`e48RN7AeU7p(3 zhI%mxJ7uteEYysku3hf_52xf=~r2Qq135H0z+ zhH;Yjy-*@nit=YRtlZ=R^N0sI2S#Mdhz|*S%Bg55w@RT(IILHRp&uBb%p_hekA@Lq zKNQc_%1JRIH(OyKEWe9wyauBDtEZZgWsoS5qiyF%n-4gDN@n0-KhqM%b;uA}+=;W+ zxX3j_wA-5d_>N<~UeE=qZM!YDPgMcxlh= zeW7*&wy`~(k&*^`5z;;Y?3K_8h9M?Rr5>KjX-pqw!u*L<@yAL#K-X%&B7d#{nXHkK1g-}YZ-pslVrJg zV<M%9 zDuFCSYaO*E!vq*vYqi<^Cd@up)j)CnDqLwj1X*(xrsSgBw4C+>32{aSu3dd(izIyk z1s9{F(5!n|r{04RDE+SEav%RDyfWSdKwJ9YhE>BHQXBA7f^k!7poL6Fb}yDmKR)TQ zBwHE?Wt8QT3_%%oaH%{cd>O)YVOmR6{YFk&VQGJ=r&dn%0!d93VISw=Qe^P^T0!46 znrXRj5h6JSbEU;z^(TP%jJfjXu5mA<;-_T+^06A^8FyTHTgXd z)n-`MuurjAr&BwAIB&zM>{F)|#lO~7HoQ_O|D=avTWA4sQ^e3_qLJx4}-PKL~V^P(i8{r;aiOPRRl^>Mw*(%ZdrQ&fO`k0mlni5pfBGq1g^p|KDs^b0|^VZ5WRKv|lNau%cFWgae zO(*61l;*oU6AH}x(ObpoH%-EuzV&4MrDhv- zPKs#Ti?k8IA-cxTi=b>hC+n4(`zGy9OJmH*$)L#0^b;?zY>vGJ5*|AW3;DqslzisI zW(jKvvNCe-WvLnH=afWnh3pm=^UJQtOjcGGR8~^6Cg$dH zizShnfV1+;Fso|+;YSL#npbVgPD2w5vVoKWJWlJ8DWG(-dw+jS=c;t4|Dp&IH@u0V z)5%EJYh!^CUjgBR71YOT-*5jv<(GHNegst`qV8XWow}ak`06^$r8sgbX2n4K$%YN4 zUGs9=SLtYf+;?cSXB3CDwuPE(mPT1R{t27oz#R8DGxLYZ9EG;;B^BCPc@Qf1d_#12 zt8Nf&bx@(D2CR-NEqgqqHK#G>-c}G7Y;7`)E7<EB;%0Mpt*hH36UQD)FK7x%5Cr3jv`5Q4{;+3;I^UvGt$gbdc~1VD2;(`7qYU-S;)YIj#w+?#A=d3fhfMFgR(mMx-nU1?6&s>vM2lVP!36;8a|=0lPfgB6f?t!O3+*8S3ozpW@G@dqQKaa+&^IGkt8@L5

        PC~;83PwUfyse=ACDxHgYeFs0MB?8`Rzhy8^l2I_E3Pauq#Kz_HN27ZGHWUTSpBP0 z<3To&XbDMxTPqpF%_}}pIM?LRN|5zg4`qHHIOJ}~wv8$8ll0O$*5uIi7mt2TRDb;g zN#1blAeJ|$-EM~yp&uc*p%AO?^rfcehKJD(w?sbIO4VWAwB($uR|dug&|a794xhHc zW3_VNOZ8uS(JA(V z9w>GURa5d6dT!8t7rW>?{b~#_IGo31S(+ef)H6EIEx&i8N<*E=!JO2Y9>Ke zaVQwdU3@|52oc4XX}b?cI7kmtL z=vp|mSmLTN$wi;Y*9HX~4%cv3egQj=)>OcU{)f;XCUhoK#^q;(V4^HvpnrZHYr)m^ ztet(;QvKESIZuvSdN4tQ>W6~)ABjhv6aP;8(HguaJc$~i59HZCMXe4iT3(Z53%z0S zg4Enr$7Buv_3^3oA#vJX(_PG|{-#WWrYKsC{V4J83~>ETM74PGzls26Y#=5X-XfEy0?g zgh|erGWle$3ELi{MqAnWvblDcGShVy+_vw#JTvvZ>d19Bdn_Z2II-150P7SD@;jhm z$8e^G_Ci))dkt3F?;1eb62RQ;YU1g?*yJ@l;5BJ&!O=qzJ{&m!iViv8YS6L7Jl^mT zdI3LavF{AgE^yJ|4T7*BJ6w;51J|gzB;^CiKy$Gkx z#eN(mD`AgXiS}rV^nD>%lV=~$0;*=7y2Q)1)-^yzU_EJQwV&(+xb z&c-ABHg_t7#hN=P%-%E&hO&9wx6>~f3U6sI^ybw47yk|}<@c=zw;xwXS1hs&dI_71 zMpR5ar79Mc-3UMur9RxS2d#n~23KV1gibG$P%2%;6QwDBGyYv2AqLG1riLU=BYZas zS_fyCM$}Rqx$>5DNdPb$zw~;u{>_P9h~vjtD^V%@EDhn>ZZR(ekRX9cxS*A{V&X_n zY8!32{HaBim@H&7V3hEx@036*Om`Rk`;b+i&sr8{kH6GRKh-L719<G+9ynEsDi?iej$235d>ia%o1iA0JoXdbYyj{D;K@^0NIwraH+b?8-p% zR$Fa4PTK-rTTWrit|^4h{j`ymtCmYIyEeYo?7uY|1m~?YP5Uf%9aFseZ}e@KX#-t$ zjWxe&&)qlNq7Spyy38AEwENgx=cH`<<*9y6^#|i#TK%GI712j0bV)n~CAv zBH8XbnKBjyO|YjIbUn23Ay^4ph`QKy(zg`C5V$}i09Q;}NCJ58kqq=0QZXb-4OJ9Y zXk!zy4uQltsgm~3N~!)-l=jK+l-C5*YXRXJ@Gd*-dKl6N6aX_knNEKRiAdXU%O!Iy z%Q!&1Vwno`Xzl=$7;99;EVc**gRFr-T*Mr~33)9cIJZNZ?d#f{Z0V{*uK*kxqWZ0$ zJ72BZ0npQT|5FWx*x@!n0IJB(y~Y{tyEnh;1Dj~yU@~1n^lW#EXFA-Wu)7EuoYIk_ zC8E7Zvr*V^3wHxqZMd$t=BClN`Hh%uIO()~O#c!d(VumqJ=sL$;e?nz7ud+!2JErc zwog?vOk{2J>^9VP($g~BB`vUBF-@(PT9sQZTje#%CL=BYCb;%d%k|!42AFmi<9Qzz zFwOgm2wR*XlIm7!@LE|&?FUMt^VwVmD6G_2=>nwzzhD1Zib>2`A41`M7(u#QFP3TA=uzj5O`bQ z5O|Y#v10|sBO24MK!whNyUsI;=2Dr)$INdYf(0(L1FU@<-|?79hC8%H8a zRLKaM0k$ucxrQz(HEcJifC39U=(gX{ADwnG3|<#iSjNQB3$;?pQl^+v9HoK_Hgz!J zmP!{_vX2g_lD0@n9=i^ng8&6DYJd4V8RxojU%+U5N}lV5x|7KvJuSBkquvf=WALO^-$7qZu;JEbHf6Ex z_-h5UY$N<;zSxS>>@f5bk9ovWkYAQ>t{pFb4|7Wg!3QZMd}gXe2iq4 zt86jBLWU;p9Udk4u#+Gss$sJ?!T`fZf-3Kx;UAWhMURbpe8kp?N{GIt{UczlNcsZX z3D&UhdqnuvQ`856NxbHnb5t%v;S4!qD89{q;mNlD+qRRnezk##Yc+av4Qq|f!#Q2& zP~(dB0DB&&==vOvRTHkh%OK6gzKAx!qwZ+hncfof)XPIfFx8v_bxsPY>4nz%fF3Q@Z z%E1eD7Cp-$(#8HJ4UW~_QKf<^EL$Yy^pif8xIiGPcugBO6pqx<|NB_{{*ZJNTO0=E zbrY8crljnik~C@sgF@cF0Ni?5v^DL7T*^?VcCH^7!5-f((fVYHJhh{0;3G8<{(u!sQ|G_(rX?lWr2vbrrLCSmAs9 zj`Lhu$dssiYI4}oc;Oy%-F$V6!Otmm`S;)BJ$AtUIONMPY?x6_obS_YwK{PiG@S>Rv7U40_qws?UM8 zszORU;;Fe;@C`dF1X0in0t0|h>;rZ^3g6MfTwf<8Fn*=c{{oO3q~4`DRSA3Xoiwij z7A-ONOp_x|(9iPh1y#7&>ddv9ro9{_nmfiAkE2UDO^|j~rlx*DJTB|SBsFX1U^uF2 zK*ky58fuBpZvl}*(iDH0(>@G)z*I0;DnrQEKn>xyftdPxb9T+QTkuzH2hr@(d z7elRNjQfdfG}r+pe{^c_FyZV9I1@)Fbebs3-=WITTF4s5Vr<;ZB}{SXX5!H%jz(&^ zgqm0s?2uOSyVPnq8dzmZkT~+nGJ4O;Y-$O@(W*PXT!J-Yv816EVlOsD?>1Gp?ArcO z>3;I+y=CXDrg~vjvS=+2jT+qmO&SE+-S$}%4+kSHsHcwJEO^7V=VNFcGRCqBP>B+AyCq2fdn9yEoJvHt- z-P!g76CCTrFRPW`bOwQESZM|XOLj2cdBpw zaqPc#BiT=%mjZEy^m}jA8b2Tn)=G`Ivq&Wx$_N zuWKo&NU+#@bfkKq6^1Rn5R6jADD?O}0+F!p*4WO!h+e4m^;)CB2N^QMUJUHsWE^>m zKuG69sT#}Lsn^=EtHy)aj-h5ve$gv}f^cp^@J!3gc9{e9VSd`!AA(^TTcU49gA zRwTm?Lp*mc6EyhS$u#%u0dXjJHRk6~a}Z98Ah>?{eA?aDD}nhn?XP=#9Prilweodl zX8ND`4A@iL{?rJMi=OO~nvq@)t(mM5i;r4NkV1f)M30@ety$K<^wae|+?0~+i#?6{ zcxn14XY*`$O4#Tp$ z9A%MJz(pHq3asube|1yBGOnKr;p!1-od{eyy{VkPJk%jY2E%feK{F#5b+I6-53;37 z*HA=ih_jO?Cih1GnQEw^MPE=#sD5BcvV}U(Mf4YF!|qusKcX3kJ-QfBm(Yc#ls8&m z>&)^xwUhn88s6Fbo|WGh&7!4@OFeB!Uhb)lN)wTLK(X|KBQLB`ft)e@C@ZX@m$ICa zV=cp?kbHbqZx1_DRNx z&T5(-Q3r*+;zoJz$E;_NgCBzvhPr7PLnw<|t~xI#k|P71Y^aE9p)&jeusU4?CM|XO zo@vQ@)sN_&bAZV1s@`6VK7wS1lBe(JDp=D<$j&>{AS&fS-({Q2dwFeZ?LDvkG0)-2?wXMhH@%lagi|+rn zQ?5t0zc}f6hEQDSGFDR}a}uwqBeU3cO(aY+!X*Hd`)wS!))Rsgy`F{T+zxJR$HR-q z)!q3Zg5I3vnS5(XG)qPBt0)wH}hRRHAG*DEQuZiR|d$8;7qPH~E6@8q_ zo__Sk=%Apxjty*DdzwJzc+ufZrFdH~Rm{1FL(NsL;g4w*XA=Kz14E2p1i&egL02Uo zoyIO3=ZG$YoMZxTg1mrb^2^fTTqH2`P8i4vj3SKJ_*C<*;49`ub5uuXh%R2+ix_xd z25=~-h0e_r>HY*mqlqvy+hJ1B2$?HlO2d-4D-zTHJ^@3b32y2CjS&{L6s(C(2t8!< z7Fr$4Os8nQ4BC%fIGu7VhwF8M?ES{(V2@L3%VDQ0;5S2ni}Oo$dU~&a=G|0v|4Myb ziJ|~+uz=u_?sSgsc#f_>Xk7_ABu+b3DYaD9-G06E9;3?wV>D~M%mQVpmAv-9Mq0*neVkQr0Rwev+K|*`F}8^MG}qHg==%>FR68Kp!oZ# znvoREg|Y!dnUC!n7^NHirf^aij?m^wXK^OE(nXZ=4`rjA3$qx^zAgG@9!~(*+gxyIw8xPEDEs~T@j&uzfpAm%`Jitd%R{rr zvq{|<%5-$`%_B{~uPg7(wewqeNSp;$wbQ$;* zs#un&)WU{&cFshwSSj746d{1`b3X`GF2!ZLwF0qb zo(#zq0E40GT(dH~`evlowWi&gt7Y<02i)~F1i_~~;nGa$yC`Eps4~LMGs3Ab$_h1< zES6F`vgjfPkrz?N3X!8!uz`(3R!<_gz`R?dM=S*yMt18Z0Kc!n@{kv+ms*iCNw)MP`f;S(Q>s<>rZDaH`5N2F2lwa2F6LCN3r1^_-gM?_l~B(I<> z#J35=zlF{o?+bNJPhr*pU2`t}ZC{(aql|wQ1Ku5vG!>5oeV9JRK#@oeNZq}Hue+bC zBR(eiKNa+P_;1#3E>b0$py0UM(wyTQGz56gcvh|TaNohX&q5s7H*;T?a!+NS z1C9S3PQ$|M7`Y>iTlBpu_~Lgx3vwrQP<@Fcxf&>vJx(vfz&Wq|G9`Fr1m14*2|P{B zA@vHpM&EyOU&SI#t}tHndVPI5+`3`n{AV&fb~d&@NN>6%Jy<5IB)@wOLL=c75|eH^ z1ijKJ<>TO@CQ4832gWT=h#UAS8N64Aeg@UvCgRd+BBlbU(7&RqS=|kw;vG;LBA}tQBMftj(ukO- zhRXyQ?RF!^D0|<$h+K}(Zb=EaM-8oIP)u9VeVI7wBE+9uyhYk5q12RDthSx8shO$E zB3MT8DW%L7pLIXIYk41u)+CtHdvSh&b>)xeufTdd&xy}6K06{)^ZAh;5USB5L8DOE z1Sn(kQ%T~XmJX_S6iVz2<>Tgn9WE^&Prai1Qv1boo5&&Uf?Sc+68dX}afRpEUMRPL^8Iq+z@A^P;LU zD_dH=!`j^2-q-(O@fTxI(O1PZiZ^WTGQZKPF1~9W0sBS@$J}o`tkOwNV~;EID|d4m zU}W_}#v$%x4l*~XSS;M!{!)gK(H@atWj#2nZs_H{c`LIj9*!lZK!zgh`M+=7ltD(s zh0d4JV7E_q%3+?Y(=0K5-B2iVlRP^^dC;iO&3AD%tqz1QHv^T+9H9D6A&d_;FlWa#hUfkH&HE4SPJw~1Dr^Mw`s zN=pP*XPa5L@j3@RXLR88QCG?u9g7H<+M+IY44K~;C&gMdOz$IAU#sWCzGnZI}t2d=kv=Icx+wT=Cty0vK3t8m<_l336BHqXY{;A9MoXC99Kur%;? zTnv&UJuC=IV!gERIy3E6-Oj75l%Ji2k*;(`zQ%%LIW+TQaRXwN>586ltqE)E#pT$?V;V+o%<-V>|Y zLrgA#wYRf&k`VKJerH$H$D*76ZGXkh9^uG)Sq9)?^d=f{mpK}c5aRE{`U!!vEC{|` z*L7pb_u@=K=g8=#oH8i~Q(Ur{X*uIFqVj|faX2J18jW+3>;&jMj;s8eRl?Gqi_4;t z`}K0XV>2K`^gnxLFfbEvo9GsPr4*41J69;;jz>J96Edp2uBbv(WA`~b+KLl_ zMG=+>UutfIXn9_q57~0Q?`zso*}hiOd(@KlDVYo?DH8m*i5HT%M;%Qkrs=+2@*TYs z?Y**4&J-qm3CuI5HQ`N7;kVVaH#4bbNa}~jRxvbZspQdAQR4z#(jvju)}o@52J;(j_&`w$ZWX=PU2 z-yMqhB{VY8dyw?#@k&DjaP+7glox#@oDu+>*Olqv>slZ(e))A=xg|q zmIlj~?r?f*a8{wI`D#Nw^N?cUeG8}hSxWuYFXdN7%D;lew}Qn#r;=}d7l_axpoW!W z6HRb_Ix|T=6L@57B-r*1Z`g%)KQr@lv)|X;h>so2NRV|QZ-WY}HAt5CIJ3jrBZ6l% ze1_8qV<6OLqH8KIC+_{kN`IJ&*D5D^^Kx9TN}O?tf^LcUDl#EfypQ$a6fc*%xIct} zp(_(*TPXtBRMd-0jF^Q60yiZUIVloaJ|1aWMDn<7@VIOM)+O;ly@Q{fY(z(r5Upid z{x$s1U?0uCY3dnv)I;15f0n$zK>llC)NLN$1}9Fnb;qMC=BMw$vNEA*H$_X-w@RY0 zHr8M@JLPg!6hO*4Pe+(Xws|JYioE^(mL44-_BIRtHx>S9V(}Y&4pMO_FhV#w|JZp5EkUZtA{fg zFD}z5`drxeMU?NQG<<0oI~Xnal~@QXET2*#N1A-UFfUER{ec5~swuhD?eXaE<+o>V zorjcXw5Q-{f@toy-I6-@RFLFsriV?hU$+hY>jqaykPq;;hO_IoHOV>i1n zPP-B9qpKAS5wja}yM5SXY`nZM@!_1UH@p(-Z<>_AmGX_{;VXN&M_akOSKM<7VCPCX zu(kYGxwm#sQCAE)4>hSEr5!-FfmgFw-;~CJg{^rF`0^f1f0P;cw8_xpx-77b2H|Cm zCD^L5y`q_C?e)}RHdFJC^%#{-F)eGd78>VQ$@oFTI8`G{dN)7nT~=)H4G--+GVpU% zDB#wN;5?epI+_4CYC2X3mM}AlF!MBC4sciPQB;_pjg2%lDY=|9vYh0?de@kWa1fb# zH>&bF3VtC=fDLzb9!-$7`t-0g+%kSjfLo6&s(@HmCh?RuG_^=F62kmcrR3I;V7!`b z7upyt-%jmxYwUJr%iYuly{?%wKc-MgA9Z{r*1&3leY!hTNqm2g?5*QS4yloVA}bZ6 z5E!HZ<{pZQE9v3t|$GF-fJ?&L#$3#Z(a7*#ImIg}>1AT(!|doc=Q1dnDfMD6Lk8}-bOQU-y2qo%bP5g3 z@}z}goaa#|r)3#h{q;z_ig1LxV#v%kAKBlnA{kZkc)KRv85NkYfV_|$G{cLSlOjOD z&jY-al5=)fHF^l`84-DpS?{VyfE+e4GiH3;lx%p?0%`Ph+Z8*SuF4jxXp3JM_aD(q z>FjNO1K;g{ClLu>$*g-{W~Y`tU>X0b&)eabX=yLzi1+I@7e3MAlT@{{>gcz-p{C2Kj>H~H0Kk6hrEa(q&je~abcX8NSXUTKkMi{_FR9Z8G4 zyDaw>!!Ijy@0RY#OQbWb`pQgvVpKxJt(4dhCK28#Bg!V=;j@R%qdu;@r=bVO|Uoy_#a0y2)lAoh*ltsQKw8Smncv^LE4 zbu5nx`kM+wr49GGY9>1yN89;gF0&|)MkW+fvPW78F&G6rAJ@x)^U$?T(`c;u*RHhNo(aKiWoQ=AqgLUy@Q>)(??%# z!_AAKlht9PRpApg*fBx&V0mg+NnB%oR0Sc9g@+ZT#849N5E0jl@u403wB>;!^daJW9Nk{nM>j?Kluvy&6Z`1pKmux_dHyPlR0ZLALzv?t4@GonPdx$C=+#y&U{ zz1+sWT8TNEj54&{+#iYg&{X(=hVU&Z^8VQM^RaMmSGz1JR%VplZA%}Ie1|)zJiKwVpvGzKky!6!PRTPT{TB?Ve#r=)^ zhDtVvmQNuRQ3%y?tZvWG}U@ z6d@=;v2v4%7zCRDmG+gHrg)p}_*qf>bWQA-IJ&1C(Z)<{D2f&2-r#23q$P)vlcRG` zL8Qc6#n|ATiE6KQz#NRm*}iGC ztm%wv(yghX;btZ)7mrUsKqKQ~gAu4ZOitSBdb8U-?f1-jk7ked=REsMM|;Z$)@9q? zxOsoreiCeNMmuKt9yRq+Evj-$L z@4DT)x#!(-cz5j{*`8P7@XGhSvIC#uDt;xfy8Ox`uk6Tk6}MOB@yXp@`Jrpq?NJ=L zCDROmk72m}IwK>wb6{IgFcm5WQp&1I7m z$chEX)`CSkZ{A$gOP2Jj%lf6e)6E6N$r+hwL_!QUHM*RYE@Wgfh$t>SZLqi8=2)>D zNc0DrTDwGVU)9?rdh3SXwxzRf?Oi%DcpscWW87TtW$1&{4zh6jioY@mqzQYIZ&? zH!lxQrKYb*hMfo74$qF>v#mK*X#G2S@0QWGWArIZK9xD3v3ON>kILcKT*ar^^8p*} zo=^2voB_@Lu@;EUr?LCBj)2bY*X;%Ldw#9uSYtWS8U1R5R|$L{^Rd?G*BbmfAbOux zeWX;oRZ5>m=GQ5X_40rY$hJql>r!YAG}=S0{!qKLJKs9g!l^DPD$F2d!ExxIEX?g( zTvQGo!Xm_Rvm$w!L4D=W?Gf5YUD84~ai}_zmUye3gPv-^$|hMe4O#u{SluMeDJiwB zFqGru$%f31^6XYlmZ&h5n}gzJqsj=Vl599PA6tlx8RenRr*Q91g*+KT2gWhdhPTW^ z=>K3Tc~2F4Id|i<`;C*XH_v)+pAUzg--|e#iaDP}`-el_-8bEBp?lTA7Jl>~Ih>vr zq8%=}7>jz?^QLR`|p1D zyFdQ%kFR@>|6c&-JMgIWt6%*Jcmx1e;GO}mO9j0a|K%qikIAPO3@eLQSz6LB0+}bxRAHg=O7h(@0$&H5s3Qg2E${5~Ep#SOJqj%Rv<6!o^hu>l>pQ2L~Ir zLy2*J#eA@0++Q>vEEyb2Cda(RIcwRUTifi$W24}aHxgsR(-84#h`7YqXdtMVNO)8P zBs{E;L@db5>S(K}YprGo8SFLzvx&!T70^ZOY-V0{XKi(NEw7nh*(@llX46Wj#5`PH zPV%N?bpLSs&@0<>@7ladlV{uPm0G;pR^N`zw`=#yu2$dfo?mA7?pi%NHt!Dbp~EM4 z_!JJG(&1M-{o4J2?%-H^aID)u1`3PXcC5CasBNc8Q$T6(%C+uY<5%@3ptJgQ)_~sV z)#|-EW5A&E>-EQ`uVOehsk~aXTWj@N_B@6y*=&6yr;whRhDV?iqY{zf*yLy;4obws z2v}$qDuj#)?yJr=E{iP^zEx6g+^CQ*@K**n;|=5%cHBf$+U~s~`FOr&imIP3P*2lW z`U`t&bDGMDbu4UEL1G07%_b&t^HSJ3h~gYLIVniliTC#=ocBUJoe8eKq@9|Zk5-89 z%BfH1!jF4z9W;ly+ry69?)baI&&Qyrqv5{sC}&^fen-$z^KGjbA`>RoWe1lLg7(Hq zFGj+i_l3B+(-#G>o}$}*rLiqV(IqKw3{<3cl&14Z@cycTS{4!PETC_ok3RZHqtUdt zw{tigCX*=^i$L?ZbMcp`)T zzI^)Wr*5}E;$Rb8E)s_K9X9DH(@H zLg5i;6r?CGO~A}9r6!T^u~cFbo0(U^E8tH6HGv21a!8f=St>w?j?q%$w*%!_)JSH$MD2})Zk zOB;Fg>QW*r52z~TEqtJ}u&ddm;@pDbyc`maNI-2%#}8fGzJUD5FLU|iPVdg1f7=<@ zb@+FjfvY(D+YaA0u-d&_Hm?+j-75t?`(u|dcRg5(CY&RX;pC7g=_FD*nVb$ZtXu**8;8hDi6y2)7iGct#h8iqBGqi=_BefGv~a1P+F72| z%s|LTIr^EB?R!O%QQGE6(OO^rVh_EqF290>PsM=CGz93Tj%{ZO)ZdF?wuj}%~5W=Feiwa9#qRr640Jvp{)S(9SPu=U3EoI~K{%e0LrtEggr7 zhlZn(v6O6#fJNlyr;$?Pu?aDFG!&N%&%h#Zspw=lGA=waHar3jfgt1K)03cNBAio# z>**}pl@0_vI|1LW>qxqPxNh59FYiyG^K+P0#3!|THf`<=n|s~rme{>(cJI2~vtjc{_kfz?-Q7Fd0b+OWSUtOD z&yK|>Gx>K6zHNhd*Wi^KeM+NOVFD^lVAmLs8IBeDfKqp?)*tKj$HuFiT>Ys<7clAr zW{cmpD4p!+5w>^m>KfQ=Zhl1ttGc?3#mJ)-;`2$ELNbO*MCah*N%*)jYGPdpww96H zSb`Q6Lb=(|om~7xBYCEUFy2HQYAPIRD(I`Dwh1W3IVcn~Bncfw!b3RO(Y2JgmV)@U z!ni>;a4dio;!tBvh(UbY(F$>O zL2WHJ^({A44dE*OTXu1%N|Z2If-FvdYp^QeWG(06bnx-e4P8_40{hKz*3Hq11YT}f zQC1|4jAAphl=20IV!5t?4|W#NH^-}2uhP=e{`!|biA4JJ(@$Ubbbr&wAAj7{)%Dk7 ze`S4r{dErr0{tKJ$tRywRaO1$KL7l4kH?dooczB${gaZCe)OXs zz3v%7-%vmL=_mJ;%k#SRMV(~TxV~ZDyo!BmYj0=QDO2q$jBefR)>IxPJvkKty}A}Y zCNCqgl1}91<0z>x96SbS5Eyt291;SF41z_4VUY3I)PxLtVmdZ~Mkg#T_wG5RXAeye z9_pR0&3*Tl!@X;FZJV7N)`KmRW8JzhwK}ABr_6DnvL7laLEELqnuqhG2O=&GHEsJl9oz-m$*nk z&!7=_4Hdj5eq|${S;@#I<0+IZA~B7a4cpl0_W0MmryHKr&7;8PVL*C#yyZIC-Vbc< z`=w6r`kq_j@La7n*Q&!KaR61ty=L>S+B`rcHqWN@2faAIM~v-W%{dIwl!Xpcno|6GqtJ|-&|SH%r9=PVsVS}C|N1_#Pl3&0y!m0kR3C|Obg*KYm}}tMcs*$2qVl*aCb+Nz9Ljp7G@B|80+G6;wVj3xSk?-`uTw zYgZVqsSMTd?(B+E+VkT}kZw3H^VQRppr9ZO27|-lfDhqtIPkOFym@nUbQHXp<^L-1N`e2E-hKDo^z`(vo{dAH zP$Uu=A0H2#us3epa5|l@d%D-)_rL%B$jHdGYuA7~1h^~Gzl27kArJ^~x4>Yq_uqg2 zbarjXy)^1*)cKE2@psI8lIJufJecA&VofklMu16xbSogyo$$U(Q_tedbwg2tBJ>K z;+3`Vi-Zhf35nkhracFuf*lw zaQWAro>hl?#pzkw_pUkItBxaJzxvgU)}v*Md(CnrF}v2SM^ej?)OxgKJG_eZaLaJ8 zX*k@}xugo0L~*qK-`P74pt!Dk|Et2n_TGEB+u6qUg=N{^JFrwy1VV)_At8hiy$FO5 z2%&~hbsxtbJBbrJo=IXmwqrTTKgDt4#7P`GaUwf*CYGJN_rGZ0@EF@qwlbEGV?Ohn zI|p{*eDB?}_x!&1oOAE^g@MUSBZtoqk1r05pX)nvX>j7=;Kb#T!&eTEFU66=SB_5H zGY!V%l6g5cdC%<3ee<)IrVfp@b?mQg-c!A$AsLJpx&vl|S;}A{NkoVcAS=X7DUYNQ zQA|>XMM^gTM5ByhGfHeGnOQ5==L*zHjzP|}=5X{fu3E}hinuZ!txyTXH2g{ve^((; zZzQ(ZIh6`zwG?tNEE$Y2W|N3hWw_aDNpFm?$F}Ks5<3@$Pr9LpedNh7VKRyX<8T;% zI85wwK!<#g!60J;+ZXq10jB6SXvX32MYL6 zzs_ut0up*SRxmu)xo2N}b!}oT;aTH9o`3!8UjqXJ>3$yofGbz7{NWFOc;k&XUU=b! zlP6E!&7JUc7km+O=z|t?@sZAO7%% zpeqDh%W4bxY<~I6Up6&0{q(0lU2P%%K94>2Sh}@Cq0qj*zE@s(<*m2g0{7_Nd+!CC z`d6^4di(9SQ>j#X{^z!B+kWwjU!;Eze(PU)=_T+y23ow;Rk+4iobSE#60OkA_j<$u zpDg6d33+ou9--GJ_SmG}LYc=VcNa=*X10LFVv#UdI39}-vdDI=#FRr3bFz6%7>|RM z%4kvrO(drQVzy8YXz~mOkHZk~<_5f~a6l6e>5C(_s^Vx%ees^g+U}-?-qs!cyBiO+ zZ|iNV?cSN%UsJTZI<~#SUmo%&^CxE8kDom-b+YU5{JxQyF1yc6B4B7ZjF?H5bLmnh zRm!G;wuMJ0Qb|ZI178w%7g|+2nkqaoTS1A(Q66xW`9aU3vFn26;b=uPQW^@xJr0+} zWKe>h#h~SljWyqU|M-P_`a!F5_CnvnrM`vBy-RWF;Ia9RbV=o)hQ$m)y!C7{hamBgfAUA3NDQJ%8}n>AsnT{-X2tt`yoB)pV>E~#jS$C!>`4b@ z+)ivXlWc;`dqb!v_R;TeA&zd-)CFX24Xr3)-%=AXS)^hajmgE7RRl(d+6NBqXxUlR zx~p{UD&iXd*?_4|cXxN%u)tujr=Na$wH19{PMkQAm6Zj`rc$YQcZ;IT56)(E5pV9Je}BU5uZP{|NQCR zx#OL4vmGbr_EuGRXcPnmixAN%QVvbVrh?8z&ZP<%1U3~bWRc2~ezRFx*^sbB^DPOx zyENcW1@gQWz0(k?2zyIhp%Pyx;j=j{MuSozy@Lx^4xYVoVBzwC zbC(Y;TVPbss<5HNV(1f4=AVx$fD;Lr2f_fc9ke-0m4yf?RQd zUT(9fjA}q5ra6_Yt$C6bhhm>c*<@yKRpRU9h#kt!du{lsICCL|oJ%6cOW22#n7NXS ziatGl8L_7g`@k9_V1`Iw$`RxU-7i$R!QGv z5=`gbe*0~(n_F!;YkW2b4<1~e`<+ZCS6j~K1vD&~nVD(XcP3~4=%bIm{`IdnH8sUz zF_X!p)oKHQz|NgJUw--JJ5c*w1(?3Jx3{MaBZx#I0e`dFqCTDL*RKx@3}7&rv{Vv_ z^qb%OX0=7#GN9)|qtVL?H2(O*j>m8TDi|~(1_@zN(RwwIZxH8ecuFaiBch7(l!k=QQkFENinNKiG8k0(1350Y z*jC6ln0QJJkgI2_G&Fe*L#g8Ga+P^TReqkbz^-z7v_YSxIO;4fat9n%1-p;~k4Q0t zHQs?;iG#ah!|jQ&&ho}GFQ190Vv%CTl3S5+s44+d!KaCsBtDfOVUkK?UY%Z;s0vuZ z=7M5(up%5u1yJyZE1Y`bOKNz!Tdyk#%ojTQX^iG_LOC+;0T zegENuW7{gK3mpX_xd2mCAS%u0Ce_%a3K3PKB3fK17ZK28`BYG!1|2msVtHJ@kz*1Q zEjbjgMdUF91sax7PBBVJHaXdsLr5rb+wxd@J=~E9b+Uwawwiyb9C0p{JzYu~k7u8% zf8|3< zH{X2jx#t!Z7QpN!9*`Q(#OD0JDgJoeaQ ztF7pB@$kbBFJE&O2n1jPb6cx>|NZyDcCJ>dS01Zn2n531+}v#ya98o(d+*up_KzKe zv9Yn$*7YfXXYaDIvX4n^Zf^c^oz+2y0=B(n{hghix4Xt`*RCBqb__h9FWb_UFqzE9 zAAkIIYq$xZL5@bF%X&sfM^{nI8f)ByXRp2_a1|;dLD06yLq2)XCk^;O&!UXRRnfRQ z6tyH%rbt4jP*BM@96C$Hqnfp1iw@ALI06aPEYG?9ad%CkcXOxP&Q6|iV1q>xULbLcr-x`GF8DFB1OrQk$NVsY4|(E`OaVT0e0 zpLF_41HmGnOe2zN#i8<0pw#6{I;~E#LMcV)54Uzqw6%^kH}`MfJKVBou&MiS$Nq6J+Pe?$?iz33H{P*#bWg`XN9SW)|{$cxgYs*O6u7TF3p|3GJ3Xwr0#><+S!Q9B zT4-?-#j7DWRm4ICNh`riggA)+E8!sJ9Jo$Gu;&nWIJrBW?AAQQ#d6&F#Ja^Y^pPZa zx)^(DEAifX)TL_VLK$YE7`RV`Jm85(0tn`s=T+ijpw*!nR7xVC30Rmy!T~*tNh1(T z8F~J^Eqfb-Ej6B&I_Iuh%a)Wr8B>P>3ZF;nD3lZyaLq=hLC?}^`8qvMr4cAKfLhDS z)$&YvLUWn+@6nYF2FRJU^V)Tln$26<2W>Y77orQ z6QyjblFv}^={Y=#kV)iG@cY}fn;^a5;ogPJifA}$4Aon6oHZ-DhmcnoZd*G zDKA$l7AR$aSU@YU4tDl!Z|T{#ZC`zL=hlkdbww>(qD|$IUFD%2rO{pGiPkNVU1i~2 zrNN!4SZigXtt#2RCDv9IZmkHlmPgyFLd{k2j=K2nt;w#&L|0>M@3v@XeXO%#soc3M z-q}*JzXOb9XKPtc=azxJ^<&-JCJr`E_HG^RYB+pg$9PZMWMAj>@V?p6gQt!hI(u|r zVW#i&(ZO>wL+57)FU<^InHj!vZ0eq))0ao*uJkV4-#x$Ba%dpdvOTB0j?=S^(_2TI zY?AbEjpi9GgVoqN;jM?Mx8AaOee)HHhxM$D9L5{ z6ifr3Bp_tjHRN68)*>fAWMlp7UthU}jW^-y)vMLj)d&P4-Cty8X3}Uh4u`X0!-nNf zWc~W}larIHt#pmg=BcNiN-twc)85{G_uI_t*RQY4LSZo2^Uptj`>LCtpI@F<1e)|v zD3nYl4FFEzY{BX5(eF{%J@x;cB8<(X*p-|8Q ze2E?zf9=|}mA4-k3Wc}twh|wG^wH?(XnJe~JTu7Ua`3wrkHqv>%LzakP)#=?qNTnR=vs*5EH%B!@22oDet@kl%d zs>u;pbP^drGFsK!yIZz&H^ujC^EB5wcUD_#%gm)oO~j`PxTVelabZ5sY~bj1T%C@s z)+~7zRW4VPOU*NiT~3WZXbJ|vWO_4l6AKA3vG7q9wNy_o*Ptpi$Rg$DsC->SvCf~f z!IO)1n?wK|$EV;GJf>Q}R`6&FJ~i!GcoeMLs?{6Bkur}tWGXE6x{ACuUp@n%O0?o& z%Ac$Xx zsIVsCs7=^w;`Z8vqb^xk8~5%=`F550c9yxfm4M-DEOYOwbMM^h+F9q?UR$_ri(`AO zd)E$cb8Dcj-Ph9Q+0_(iZHw&LmF)hXhpwj`wm36$eq!ca->C~-=PtEhxX^TIap(NeV z2Chs7r#n=864<5?rlt^H;~-YqD3$rll$ld(<_0tjw~Ahv!!QdeS`I;S7rqe2;^>< z@Vv%n0(SSypW3EPn;v@Tq19IO*?=i1*ua)$8;!=>wBig*g!b>>pY|pKfnZ@_;V*yr z%krz2FJDHXP%Be7HkG8qI)C zFVN{FmVCf$k`?Bgyk5D^KxZ*XcsL2YnTCOK2rw>TGeFuP#I2KJ*NbrLMfi1M!a4xA zjz`E;O96!tVB;}zE?voIDfoVl|+( zY62<0KVg$AxjZgaBH*&gI2n&B;S!ldD1!(k6QBeVoIpX6sVFKHL!)6C3_O!bU~xz+ zE|n|h3gkk*OdwW@Wg3}0H%F$EF!JKTyr|z2b{PX!joYO4nsYs7wcDt58jVhq#hY&rJ3MiZzc`SnOjd6#-@db^ zc~@=AjxEjGDq8AO9d)tJTJQd?){&-yiRQf7-S*jb$4pD!u^p1))nu!f2N`slX)x>D9u9OPIBbZZB>|B7+myc}IX6?1oI?R+#Gqo$9I+w~FaWMyN*r9yrSOIj*h8Zoy zjX045Zg^MzrUM12eHKEe1>Nh&81bO{9rP|6q1_7Wu#mQE3AGArxg1}np!#{pJa%T% zM60$7cBiasYw-X3#w4P)wzhP428BYwT<)EB-dTS2%9SfC`!c0cc{e{WeT_8lzyH2m zE?@rC$Yk>Ge)qf87WLVbmX@w;Y$GEhx1$y?HR|i@TW-&vdV}0Od-kkUg27;J={~wo zKmGLG^T={=f1i5lsau-u^T;EQY}l~DU@+YIc~;;5{`aq5z54mz|I9PbfCdu)fG^$r zJ@9ks>grnA%UZbH!m3C>6$z@N!Q4b7H<8d5 z7i)`?mhw_-d6_8|9^-6)=qEv|K!DOIiaDVN=_Go)O=vfNu%S`1-T`Z&u zcxBE)u`OR*kSEOp4U1lEGII<@j@cwE%+K)@IAUJ8LQ2D;83-sB1EsdOz71`C6E8l#-Wq4PN`7KtF^F$l2D1n6e){}bRD z7}!P>bORQ?R3^eR!R?LMOn_w);aLPI1P{$5BeFpaBt#Y&obsVgbhqD4ikAM^aa8VJwR0b^*Wz^=t>NTha6@05= zb8XJXs+_I1Kz%A(YNDn%BeP-y8aow0TyU)gMG0=cj*xwy6hGWq(hHr)*!YkAv@KZb||u%G{kx(qE3~uRR!wA z)hTe*a%_#9SgjzHCWL?wxbx@vavS$`9Qu|VAKiCTCQ2o%D3?C zR;8~nKjF$TiYbI_J{Bs)BU#8yZ1y@Nax)5^=qx-klZb>+QJFM!1`PvY5uh|o zCLNb0=h4`B3Cu0!=6cmrl#v`-vOJ)R0MZ#z(I1LS7+M?i86qJt6 zX5wJrmV(Hnp|Tj*Y#tHHB|!NkD3_QmAjA1&I6y&)=%AAV1NlEeMJ~NWf&o<2jWU8y zLhy)i9ucurCd0ukkBVf|5DXHGO30$%A!KX@6}y>*SPLM9>NV z+-8I2N)fbNh%N)r6+%pf2vc^WTnwO+JY<3kt2YVO=7udSEG$oE&dJI7^Pm5`@>MWT z6N|+w`;p6+FRzx=H9kMHv$HEdwNF~nyO8PW>6Mxl3dPF#T3-}D``ORZj~!We(+6RE z@WBV^rOJ^=WcgusH{qj?K6>PlN5GT`bO-Bhti*Zo#TUO&;kO3(&3)j32MP)b((~Uy zGYIbZD(bljU~UX%$bmp0y^sME44RkK7Ii21$xnWgZY^niKHu#a!hY_#=hA~08#Zj1 znwt8*-Ub>d27|G2N|6@<&Sag+BKa{xAF||Id5_f9<+-WFM{rG*_VAOo`Sl@ ze*n+@_~o3Ups}i0Uy(Fa7U?UKmMy9Ls`7%Z)%ja13$|9e>nfCP8-Y&4AYn`r(r%I$ zniX;h)8xP$nsxPRybcvgr5>8ZMKG%>aXi%j6QFJTi<&f{DmbDJfe)hU#c=Jq2nYLyc63 znU z+{1zgIH;%qT_i-L#K=-9x=fC(RN%{Hm}+s>RtdCP0;`l_Qetee7#9~|VT%3=M za?nvOy4EQEihGtf-+YtFWTra^(7Al_u97dj@WRSV-&id6rI%h>4W(<`0${#cTwJ`e z_y6AazPH+{_~H1^rMw` zj#a5tfBoxUzaZ8B4q&Fb^41wfqw&4>-djaIH{sP+UtJ#3T6bf4(Hn2PvD%{U1T!-; zD;xaq@bDL21^A&m9FFBnQa4}V-_X#ou&}UNa}S<>{`r+ldms?V=bV@LjcXJ;K4f#!xl<5u6cI`_63-}c)4RFotWU`Zr2 z5+>qMf(||CLKHH#!DVb4>E1rDw{m|=sJYHoUv8>Q7)s;%lBhNj)F(s6WVj#|_f!`9 z%8CL-5t}oQ%_Oo&NEsC;#vud<2p0vRqch3aOfmsV!evnjP&yt;!(}sY*(?GK^ei+i z1oSLy0+fNv5;O7n8i|Nb;gg6efMd)NXk}c5kS*rY+<83C<-UcqAy7kj*2)_)Fs^Fg^)1AWK6n03|(!va}V_KnsHaor@5R zrSTUOK!uCwNHD;HkOmjikwONFM~8E1Fb*Y~P041FAWUL5lZ;?e5DYS$ML~fDItj`E ze@V#V5V8O=OaeM45?n}t2?+=x9xfulg?JcP;8Q?hP*4CshKopW2^k?G!-NzVK!pl# z)C*8R_mm9~vxS5#F$pFIg9uZQvbE$)9VHXo>ZuSdIYUp)v{E+NC>!%Bo2+z5J{@Xh zBJ3PgAsbo9LlSZ+QBedHyGF(KSmGlwnusN642mZIhyQzK?j4V_g@s(B z3HhG$>@&N2=A1KUPI=$+edjyEkhnNd7Y1wm@Q9~9>hFjJ#zuXkBA$^E&*-Rcbj&|G z>K&Vu$He8)(EvW%V{&_38XXIaOGxA5fzg_KM!!9sv(UPD%n@tWtg%H{uwVi0Ql_P) z}-d?tBS-0l`ByZuOom!s!^Pjsg zI9z}I^>k19!TpR~dF7QfkUQdtBYxQORFM@cR?v>x#*ZKWLzn2^B>U~RpY_zed-s0e zfd{%hi+k?5$I1efqo5pCkIX&GkwzVX%mM|oz%KtN53iK2236|WWR}nCXH*G zJbw7T6G!}H(x`nWkLqY2Gip#KDn%tW6B08%F2?na368j*jRsu0%!Oq(BrzesLkl<~ z0mkGhIw3Dk62Z?PfHe$iN)Bl*q!hUjjr7YV`xTNcxkNstH|CQ~&6&y5I$B5c>pyXAHL0AlPFGJ_j6%4ztP6}g~je#<_GpYwX zC8Ls1A7;~GHmmU&T}WwMy~d?f7eX?`#6zw~nEy7Y;4iL-%;>U{&>6`U4GM%z$?k;Y zj!Pm!)XzoyTq5932Hfd@Cnx#xk~bgljzZ&Qh_O*n(eGpVnU)|dn6xy3o|L+GK zrGHr2wrv~jsNd`LmhLh>@W2D<>EMt<4*5Zfx=ZrE?KbPzuczPIq)C&0STs_LtX;d7 zc2DPayT6Z(wDi`kU;XM=-Iy`}p_MYo%Qe?r(~XJmhR}yCqGG=f0@z(*b9Zq5`RD)8 zCHi;Br=NaGdpTBBwcE8z7zw9NooZ!K#W3v0AR|YPq?^IqxpQm0v7@8Iy365k{74Qv ze*5jWPdxF&d_Hd$Occc*v;V#S$?nPeM<3bS>2UeH2&~uRbc+r_aBy5tmunx<)k|dk zia!*RJYJvABQ)n?6GrwQ(l67eDH)F`9Pf0nb#(&UQ{;O3c&Arn1s;LnTo9IFoDAo5 ziEbAY4{+HKU(nqt*%fg+GO95sBvpux=@Q$`OOJ)qCHfuj!?KXkuQU@jd8 zPaZLSOw+*TWF}spj16cm4(34<@2`@}v|Uiy_b!p{Tlxs+d>BY*+x}L!HDVFi@j@ z0!)1X`MT-@tnuke%X~Z}#1vi+xLTX)_vAhJFTC&qkfAl&he9EnH`lFOw>CF7)APvg zA)j~NdFQ_S?pwTgG0@1OMT<6U*igIfe#@3EH{N*T!i5WKS##U8Y17$fpS^kW=2}vI z=9y-E(L3 z+H0?^TD1z$7b(n}H}A5`E?cr>$!~xATV(yj6HlN@t9T-{Ej;4uZWLfw<)e>2diddo zmoHzA0xwvw;NE-hwe5|nE_iWtnFkLZ-0j@+^Ups|BobB@$g#Up-oAbN@ZrO0;PlEX zuk2n@V3%l_c+qH_=r8A;cOEX5E?v5EdF2DS8wAGy+V~XdUIB_EV>K}jn@!E4l%|H0ygXkT*agNV7-+W`< zi_VVc{rlhlzN;zhF!rPXBwuyaRc1fMQ(OJ?$tR!008(kW0FTMCto76*MvT~v+^Y*l zLVAR+aeK&a3r4&<@4ORzA8#Ks1?HF9?|uLM_ccwkirTYh&%5rrtCkzlz|!fobz?Xj z{&zZ#s3N7OogRPu@wMFe!3Q7QfB*fMJJ2lAqVS0qck|6RV>(#Bem&-e8lA4AWnO*t z)wkYyD{b9s_E0oYyd(6}>b?z8x9AtwU3VSY_6;}O@Z)iW_~Q|Cd60FoE~kreFpPsW zKAAd)qnFd+U>%C=SLJ{xhykyse`B^|SijbWc>l(v9`v|+@54Fk7)PDM>FABfb#-7c zuHFs=zE>UBv$w041Hs*E@2o5|MLek>qx*VkK1W1iBeF{kFd!^|-;p3o)GI~+VTpmZ zNNgunAvzZ>5^!mL2Ox1Vp^h6maA@DAVp7k?)jq{kNBhv9AAM+h`=GXAeMgKPJg{T% zn4eA}I&K~l1s$Iz{a^&#HiEbhGSMy7d9DCj~? z<#J(M^LdrahQZ_5Y}keCobF0%j2SXIi;xaG^I@i_@i|qK`?k?%>2I=l@>F#bWjdXW+ z3tU>HQ@TL}k^0jiA*H;JFCUp`Ndf0L&l{;oIi=xU#Xd# zgkBy^bt!yHY79L7>Ta6aajZoHx{u}YDH*dO&a9JTI-2Onj;UwsnL8OSBb-bN@9N7L z+Y|Q55uB@4?}C0`eo>x8ls*JhJiFO^{Esrni9mM?h-+QT#OR49!>AlH*4(yhS+62_ zu>E6)P&50x@e_OGLmaX|;E-1JJf@WNCFd`@d<Sj}Ye=FJq%N_GVU(h%x$!#!T!6%WsYHy2 zV?L!sOyww$%*SiITdP?ylWnMXO=z$0&f*r`=_%6aBTes%oqc z8@+LS7^wNyft&1IEa9K@uDR%7I`!dK&P*6{lPUsrfsFE zy4mfqztL)Sf{v$Mty0J3r2Vf;s?)Cd+GcWM<3VQkpglOJ1&hI`ATR!3p_gynYX?#( zhgg15z){|IG5Fw9*dG=UTa35UD9_m0{oixD_YJK|nmU1ZgVuMKpRd+DD`qA4Cez-% zRmDCvL;9{dNmE&xyNA~(I9c@vY=CRmU*6lV1^GyF29-$v-{e}4`!|>+;IyvBcCOH& zQzh|j?HkF)*T=$f_&XV8J(-nzxe0tu**#`@kUM5ux!)uI;%~<> zx2WuXhm$9q0<9UnL+gD|WPx1n*q5@ii|pe#A!t`cm^-rXS%0M1*xCi-#A0QcM2*3l zV83q&G?<;P6KBss>OglqUr(R2qmhoe%M-HFdZ}GIDmQD?e<%QK78~M4@iR@;r=CG4edX=T~puZ0v!fV}qu%mfPOOyXBYvGTV!|9$?BUvptqu zgY|BmxV+tS-N`i-Zz02fAxmS>@X>lw^#KNa^A0u#3Caa7T;VFE?qTrC2L9QL@6vx< zb@dGO9cCLJBT0z!vCCRUn02|5$4n?$alkJ$EHSe$OadZHL4JPYWSK^7I>++*hp<0@ zNv-FQad$x)vq^^;ZEi3s*Z9N|Qn|~qP*{;H9FM?RZD5N4Ded|Z`gu%G#jxEzjSW@h z$F5;#52@d(mV*ddzVE-;mvV(J{H^{b-1<(~TZmBsR+8MnKt>157KX?<=eOT!s-P`L zA$*JszCSC#s_}VX=lsS+m25t56dd%JeZcx(^(p`*3w`|gxt>;P9WIvHCENyV+VPA` z54!aZ_D(hW3VCkjl1~Hy4;Sz>Z+O$SL&S6qO9vwt%zeJKJ9Io|%8kH{m3qO9)>qYv zphfQjMTY8`AS;tHyApU7VWSPDqY@xuz60oRC!Pegi}(R$z(E?x^oP$TK^Gm~Q22`P zVy0SjPk^q&`4J?gAMgrPC0ztx2FD0LsQlowo=hc~ZV7(!d>;Ss_PpNl{rx47x=Jgx7d4)pOQU&DA7A@1P*>W%qc}+^sP!_=IDPcZxX>I;jL9l z(`z!a*+^W-lWdwc_a=^~GD;wqQFOUfK>~fFSC%=x#_zDZ8?-S4%Wj z0qRG?)go%wA(K%CB5J0>R);a!^M2Mj%UT|^IVmLN@`M(wIT|RvrTlB+sUp*8hJhTu zq?sp5F4&F}HAhw#g&A2EomZw7Z;)_Mj|8n)N(zo^hHlkrj@16ir z*SnB(Wdp{j@8GebtfxMjbS%6!oSZZb{O%n0?BK}^hQeq%d`l04cQ(U@G!)kB3OKY; z;2~@Fr?}h%e^1R1{HMye-)JB`v?Ee92WpI#WLc1eQlcD53k_uz8BYv*h4ZNwLr$~B z5o`qB0^=YF4&mWKAuq?gg&)DUsvykU*92gywsm$7SOmMQPgm*ykhU_VC+J`@t$n(J zV%*VXlbYnlp#}b0dkvolYZx$XxJ=hq&lHLL2A(n&kqhQ{SXP(f?!~n=x%t0hXlGy& zfpS_vNa^wk6l7y4_P1pF1P873F@T%Dt*4f#X|JEgSyA6SL5KkMwu5uavcLQ3f?ku~ z|MgFqusVVr4<~d9a;jcgUk?MS;#F-p&(d%wR)QCCTe+>geMT3*0LM0;DxiL?dk9(t zyMDRXn|=e;YcBJqdat+`awFCDXrT?v-+Q z4P%2~(ZvUMSHaA0+nJTo(A--e=xeXcP~@GydaWY4-*eUf;%l@*J{}l~pSV2`_BQ|i ztuGK|w`PrBq7M~X@*Lc+^r!uNj^12h*Mh}}ljv2P6-eee=kDdSe^t(AJ!u}*%xG$A zvi<7g<5LUsET~}QSe9|uUqHd9jTz^oS8ce}aZdd2nyMm~zLMA<`aE(M`)fbil2Q7s zEfX7nFFH>c|3N>%6-3lDN!vsfW8<~i7XWp+sZTFH1imYA#e*mjTt0Bzi&5>SZDFv=k?0O`g>I>|JsDAyXKVgN= z1_S;7nTh!mPKQ^vBqsRKT(erRAi0L;z=ckoVS~jR;U`j@NteHgvJz4fg=v~Fh50>H!oV!5*Y0=#WiQqs6+L|&87%mU*{BYtzI*0R* zoNL0YmR*6(1*(r4S-N?B;_JjPHK*tDKoxfbs6c97Xlh=CRWs+pn_xs?vJ}0 zts~zUlF0ZS9yk7oRFiSq3|@ymIhW^t{OzVfh^w@-1Z8AJLfs6f@J#zeoz}g>9T#(w zFIbiOhY5L8R?X-sxj5RNT5U3_llJ3kMwK0mi^rIUe%#f!NVnYhx}D%SNSFpF0g8vz zgT)xCNzY3H940EJZg5n&BBAQDdF^{N%km6Cg(h=Grx~YPb{r^ATaDzcfaBjjsYzwc z`#l~)JnlC0W0O84bKX+^F}1_wX&n%s#tAP;-jS|2C4Pbjrnq9<&t=rP^u;gt`88%f zH9BeT*`=u{LFw^v^O<|eh)+?&W!cwK#-!;%+;)a7=HV__6*cP@TU}e(A-=uGC`KND zmC7jFoQgy_hdt!1sS9%P-)w=ta3MFEbipLh!G4~g2x9$$<2tn{Pie|O0VEA@0JQQV z=eL~V?Zod~?-pJ@J2<$xAu6%Htlyn1YxYHA2-mXWO;{P7#kvjrc>n-QLx;5B8haEk z8hUZ%Maanu0JTZ|2?JWJTHNpAVSj@Qe0WcNw>n*Hw2iynsmX8SS(&>u;#(NL@H(2|A|-+>BQq3UkCVDlk#HiP{+BFrDR|ZhjX@)p$_Y4{$+MY;yR^zi zG&NtT)zk~dqU0@G`jsn#;ynW;m7MNJJ?`2cY5tsmGhUNF@ZM!=-* zM6ZlcCF)LcpPmA5etZ7H-D!hT&7~SKfe@1ygVrwDnC5Q+m;vw2`yX z!hVbjG?N&b^q}}6bZ(JoRBP-V>;*rl0hvQRcWL&pD3{!q#2tQAzuJ=Wle6~bHP)6- zY0=v<1H2hZPWDwx-@iNa#LE33lmyq-K;sJQQ6Ft3FrR7lxzNV>ZRu4^iLD1m~DT?z`xcq>G>;-50`!&Ui>J|IT z&#{y5NY{Sv*m0yx2FVW1dX*0bY)8oNCJjD)p%B`=?FKXKFX-Cr9b1gVpOi8A$Vd?r z9U<5^hgx(>`X12AvrksS`Y;XfoOsdxp&bqJQT(Vnb!h#QuK9Z?v$R&Z3|WjiqErfv%atxMI_Xl z1QJe39Am7PJGfZ~N{-E9icM6OV6oE$N@ZUf*g?u7Y zvf%9e&N>??@nE~R^IMVy_mB#H&i*=_b~zh|I93~qSNovN-BG9%=om5ntH@R5Y-jUr z5);F+D#`Zb0 z3`)qarab_cfb9Af@Dfdb8*em(#;854Xsfd|+zuCFM98gk9z8SnT-BR@?Y|yIW$Whl zJvSiLlYy4``5IL5y^U4Ca9b>4!o$`QQ!x%4ZD)wiR84_XU~>yg zSBWeCo;eAQ^S%471XOg&I^DIw-e_`LkD}d9!wS^L%x}6}t=eFQOvJA87(0J|w!Rz| z9&mUY(ATZSpf)e|+axF`h(1G7b8+4I6j?D{sR83AJa$o)*^nB5#q@qxM~K^tF`?L^ z+YCCiqcbmks=NaAR^<86?UR{{_L^sPrm~v$W+v-ZF#GC*-OBJv_6b4zVRWjf?N)0B zz)Vv0>%x%3SS(X}IeHYVPXr7u2T3HTSBONBX@>xP=z~d)IXCR#XlWNP;Y+20)>YJP z@YX00hZMTLCraid&WlIpO_##&`EEXuZR*sv#2lm`M4)Kb-^bx=xG6HUa9q z$(;cE?sHq;ONP35*>8Rtk}ntDQ|WYT=aC6Y5Aj5$DABORe`+g|+ZdMsZc~}1XtqEA zlR|Xkm0Y{5!w>;qjl;COE0j_$@vY|PJjsf&>q>vETy-N{^D8GMAZ;IJf)uXBk93M?}BsYu;>q5MZ)a$n|hf8-&#Gi_$j z>@-JJqPY$S$3h>^dOO>prVO0D*ZQNeKk`y**w5>D_>XYKlo{+ipz-q8x0W)CIE(&H zZ{i^@ym;I%;D9C6_Tb{3dH*q~+T?G3+PpGSD|ifimCd)5!;GPD#*#|R z-aBJ`v?i1YNv+o-jz?f{idn`?qWOt8|HzJ{RT@qR*6u{7<9L^8l%KWcR*tF|1<3*# z_Z|hAS_6OXd-4jgHBNat>bigAAJh}EO}7oJ6tNgdisie5sSHUJXI&V3r87cKsD5ko zIHS_1915=)E}I;5mxg??-g5^5=MD2CaK3vpb$cF)+`UrsAbZaNjxb+=1rdt#90_DC z_oUNxI}lJ+a+po%RdNBv2Gal!G`RE&H(~PeHxSr`KJH%d=M@-}1Ey}U(>w-(S1R~b zibs;?>{M-u)59PwVXPc|&B*g^QQmk_L!W;(n$A3V(|Ila)bfqVf@O?Gu zYKKqC@XdnI>l3_|QYH~`4adjWJ^(%K6881@qVBXKL&GE>CS41&-bL7=ow|78_yd59 zejTEBfHI8EniKEy@Sop5)ZbtwP#e`gOV-LlQp4U}epHYeeUQ9#E^2*_DN1?&cjH$D zs>W|%w6OSQl!=v!Iik6_6F(I0y2{4JmgOt8*oPoi)tHP7i{~Ocf@HE*-eGLL)@WFz z8^0E`X_KStA!?u~A;$WKW*-ksDnc9zwF($lo_OX(BjdkZ_MX){bAF;>owhudD~jyQ zTn*I6UV-o-^#6T6)4PS+g!xO!?@VNbXDdME6+DLI{1>$?QcwTc`z{f>ZWg3#WC!WH zUo++J9*BaV`=zdcoXvbxK3k_7G8?~a!L%}SQuU4{Rej6qK}d-3;I zGbb+gh-c?FE^%~a+#~!ns2o~?c@S-7Dw;7(_i#bP#aMy46f)v-g{4YVnGnL)FL8(G z9Fog3SdWG7-aB9QvJsb(gx$dDCptI*TP6kue+T)M%hfFU% zi6x@F3pynnv|7j=)P$5P>FQBQAvfcp1eT-()|1TyQ!wAs({rsC1bfVWq8-Ks7|_5b(|;D@+# zVwyELSJ=@lK4?ch!aJ?R;aZh{*OZNXg#7CM9Eyk1n=2m|XNX0R#6U<=Y@|{jZ1NL_ zI#p1dhDX!Wy#|$ynq*gz%7~wu{$u^bs=#OY7vX;{+oSoCH{ij{(t{mW+)}${W`LS= ziXN9nHs(SQtJXTJ%^f?@YmWFI3f%ewb_c`#wtaFORQ>`OFk7CAkq0DcdQTCrz>IEO z=IN-wZ3#Q|8$ebLxNZxh#)`gPkKFaL7kg~B*;ECh?=C^-gi){Ipouo~JYGjCXL2eu z66v7>KVIWuezaBm-M$Kye{b&drVsKV5E(%;aG-=&QsD5NYBQOlg2~_(8!8L!y|E@R zw^F8rKi8aE<&o%c5&M3364eHCuuH7@AJ7gDH4Gf(I}vc0sg&d`jTl&hnLvFox}!P? zdaaJD^_Rlhe}RuSo70!I5kbo~0*=jpN{rCJZfbdo0NRkRF`FjpfD*Cq^eXe5$FFe6gbj?&-CBwbt#N;;34Zk)K#@@ z_J7~K=4H2=4WS5Pu(~MbF+07!7e-Lj1qqU-+TIw9PfLl&oO-tFU;#VH60h=oy0B8 z%G(J|W?xA52R$ap^$#y9u#L{1x+S>2%8eLTBeJKKwiQcjY_-c~lr#RA(3Gi$2pNrJ zs$SFhPLT?oBG&Hoeo1d|N1NskdcP2*TEK5XHM|kmpAwq19-ABnlHvMkD=y+WA%apK_^u?_B=wI?*a*=&3Fk1_jQzF z#UGKSt`wxCg)iEdISq{wVIUg0oiNqrWO5A5rp}`xM*YD(Pa?udfrUP(a#q6hB%Do$ zdEz0@#b|j-hl}WEre6XP#4IItU;CyfTI1K7p2QxRKW|Hx%%Az9vgb^U++CGi5s9?a znYrpkcjnrekFM%_@ijP0=Q@8^Lqt9o2*wlPi-Pdbv|5L63*u?r3s1tN;S9BM4Pf0O zdkkRRcxqCnIF0xxCcqs&Z`P)Kd@^h)ZaLP1N1(QbAG<&cEK2WE`z2_dqW!?#7E4Vi zhx9BgEjXxbrq4`V+;^2bE}rL3TN?c(q~LTS(K#vhQN}<4)@WKKBvlojOmQ<0g_|}i z&XO+t6H3Ba;#US~6YiNBokd>X_zYYIQxB&fO8T5?wm&n9z7mS7^4}vpl`2HgkaQYc z7D~<8&5&%p-sW@E1l*1)=2%p(R^2nkZ2t(vIV)!)pycvh-j8r%{Ba@C?-spfE zYZ2HdP5QzaLo>cjc7p>OF)&OssiQ~dI;&9`amjHkZel%BTzERw@HiHW8ax~GL#iEqxT!mas{8$oe-jD0FTr@#Gn>EUzY`Y0Gk0JHO#|7IJ z_pCNx{5JQW!%KfEZP>I_%8G<7aq8NBJUsnZQnScv8|Fps`SNgamoO-(xZkeS^0uu0 zzN*G5HLmDelvQ?R&Iu=+UWyxXy#899vM9yGcco9Wu&#!0o@Dy68Oa}G%%mtq{oU!3 z&>)CScZdTG?Q)LPirT%4pP5=(JDd&l_4UEk5uT^LYJ?TfOyQsC9{_yOk!R8 z3MP#$)T3VZm@ka?3ed5vYP$Mv=S14+XczRWay!{hbz72{B&euVy-^#ZViz}n@q$A_ zONH#BKN@G-*N+N7o>RxGtj;3+xsH7ceBEgJ!VARcWc%ihE0d~6mmdoGV303quDR7V zjxq93-HXeApzLM=nr>JD@+Xd|zwzN(W}9*iA}Q_<0-itJsXreGH9`ygz{)_@qLT-- zWdw3|S3V2qarL~I#wiFNn}-p@cO2#-%Gc~eq7YO{KB6_66-9&>=L#RI(BA?={^noV z389}+xPe4Y@e~!Q_420 zsqQtig?G#H~ zb}lbA{+|YpUp?MS;eu3PmU!8}qwD^dPu7In^O?(%aXES&FV{I06 zyZmqVm^T-Vlv8c;2`dhld0mz&6|+2pfmhL<0PU}qjnt-Q+oNn#}oW){W_BO-XHgkj5<(GYYkdYkj+b}e9C z>4|pn72_PVCN?Z05&0O(zb4k<(kGKsJoJ=vm!v+`jz*}DS*K#e_=8YAh-cB&EVvUY zC5A=9^qq;>S1G>8xDk!_6A3X$d6b)O7r_Q^7@dZhkR~`Cab}@$3uU|yXOmflM@Ad z){2$rP6qHIuuumQ43`bcd%s6Q{mEJxC4S30lX#?jCN~&;It%HM31-rzqIVY-${0hk zR64Yx)@L1+)iFbd8pY|-sbzsp9~|4%GhXvc7!Auq2TloIthwKop_yL+eN&$DdU0f9 z&&XF7y~EDs&#?trkJh#3G;yv+Eo>|FSi~koSvytpsTe&~zEw@z&QC<^#xzYiu zY4riVZ~D@8&OiE#VluG`FkOrmK=uPJYBgRt$&x=@0)P&dC2tLGdy_!60jWNMf4l%N z?5Qn^T$46Io!s0$d4uRI2~fZ+^vsSmh|3lA4&8!wbA=?72Y`#Hl(Moh)=Zh-^}E74 zk?VK#Pm6B-PxMI>5PT=0JeydHN*NLA|M$3KCctE^$+C7aCW)X=6(qzG?JsIJRW%ND zjxHiE$UQkpLT)>v!bVAE`ERm-%P+{jf!b*BN5if6R!_-tjrylzLamA|En{Qjtbnz) zb#9y2#~VKJ#W%Yvky1LQ`oHoIUj%rH_Py2BLxr6E3wWl}^;26A;bHKxXvs9VqJ^Q%FW-Yp20~+!a5_Rs2c=BV$ z8;tjh%fL!dFRb=&RW`fR;xbq$d@sqS9&ua3S$;kRc<8&3cGtJS3PYafiNNhmz95GI zflrlc9M(0mc}!0;2NA*qOp(+huqsn~aK(_Ue5BXI2EOb`v!9JwAl+an?7?0EojON= z+~Q(Bh(rcSyNNe?d{mLQLg)F)-jHkE?!fe);fa#;!16 z?e`JirGE2$nlo#9z#XS)_kRggR#Nj)T+<5H7^}K$tY9>M-g-O#!a{)>6ZzPR|N6oaM>eDO+QqN10_8)d|IOqrd-sn>=0myBMmqCw0cR_d-1xENp`=BI zRf!eSvrMZpHq6p^ewq(cvuPTisZ0k-C<;ehL2>aN0<1C5+m2s-_LV$yf|26loTgG1 zyrzv~y}iB3qQ53F4}IG$$4~;J^`2r#K8_zL#mU2zOO_)bAc#we#slFyg`tZ;L1x#W z4@uC@P?&62)kg!lbZ+|^8=^%H4$RgCtk&zU#75xMr1;&*v~i!@V(VAmyClpk_tSxR zh+(3)zCCFV@(fO{kv+)L|B%Y=tk)$ME+mAMqiEowvp}WDB>($=svKv7tO<@s=kemu z#w0?+-i)7|BB^#yO7-DdhrZf{hV6{I5rKV{S5|+yoi#XZbXLCh zjs?A2IRZhjee@84F^hpC#j2IPENavb^p>nAn4lP%jSlYSyoXs8d)w(`vwLd(pnxB8 zc?%l9SP!d=EPXV-hMQp|X{jX`uoG3Cay360&8|Dml+mLejLmFyhlPZNR}os&6I)QM zK@6XzFNaJ1BgtMMLOvz_FSOup8rs$o=kov41oq>YeXI|5AzL>8G-R%WlP zdaoe_ev*d%(_)J{T&cigNcc`98kH+OlJC~uiN3m z_-)H=pokq-z?5ptUNQ2p)5vhxUM1&mHphpZhaS$=rC4ELLbFv&gXFcGZS2aVJ{n@Y zS#AP^YPRK`^&)ppU}0D7#`ka!nH~dlY^9bMl{CvOBo}+S*VDG=AYJ*`ChR(rk~Sv{ z;CkvtCIQelAA;_%(XNAdt(ElswLYG*CE|ONBcpc%RjwKZyo<6+?(I{sX9UFz;i}{6?>`2Q zdv+xudhC;c0xLkxe*`8pk@#^1Xu+xOBK5iBSduwMAiLvX(}-9j*1LEln^br0V5Aiy zb70Ul6+aDt-}2+j%GmqD5J4tTX;`OGsj<3Kw@Yr;1u{909hYuGO+#^WRJ9()>!cT( zD%h5of^5Swfo=;1nuuS6{>bxnJU!G;QnzF*_&Uo$mLf7i2u$l$ zCM)s>#&#+%Ks^Oy42!!J;TDxluwl+;w<pPJrH!A4;=n`%L;6=k(0ad+|qA zq{#@9_tFop%unXYrJXuEZL`#NBLPT#nO zQe&>@vg|1FoaBImo9)h2_HBg)-L0?5ACq>A_tY7PGAVg`D(NIq=?mXCK65wea4za_=@bwo+=n*6AmAbjn?LlQ+lE?~(0t@Q{fA6cu0L)Id!Y0yCjWx6e&1ccfPFdq(JP__t~%>%$OFTA#py0mMy zRUke?C+CSo7;iX=xg_^L7E82JQ27o!f{YA&HC2}_v)jE*Syr)1N^lm?!P^oE$f@-= zUtNj}ArQvEVZ?}`Yk+RXiOD&x0<7~dy>0A&)vG@I`9&BwU%9{!hxCAkVc(g5!@BCH zV!W=Z>*Hee%ist9bhhj7siYbVIqjhB6J4v&0X}GBB4L~MZC)#i}RjRb$yu%-% zj&=R#;4B75P3qSiQ93s}nh*0q!57;C((*Pf!7@bx>t4iUR5cO`+pQZkP- zutS4#Zj|fg>0|8g6dFx4`S(7nVYthkOtXYobP7yzum9x~(cz7`{bpW^ArC?wSAZWZ zZwZ5YaHBNGnAV0vvVtHI7mNg;riPEfFrGxphA6lX5hc!)m4myvOxnPhTt5P=;NRq! zePe!|n%5?RvUa~m#E_E}n)se_4H>j>1ht!|;1&IB6VPaZF>qwXtRCWCAtYM&WbGuC z=S5J5pYn%XIE94kp*A_%>*QiYyEvuk&KlEI6KbOlh71-o8@b<2@(l$Lep~=OQQMnr7$y&cX?-N!qTc^$BFO*FxTgpmeE{M zN*4m~Z0lB_R=3v9<_ivt2j@AQkx((wM+wX-wZteV>fC#6Sj2YpQc=VsRGRjBJ4966 z0TU`VWlIVN8{|lqNiqVaWL^afxpBsJjO+Yv*N?)8D-j@@v~@n>)D*dlTVPSGr6Bh+WK(W_V>$ zNdR%6kv#-__v#ApxCKtam{p$vwH)P-rFkWj1xj39`vRSH7bOLST3l2NM^R`e0PZUo zICcY)oXylY8H{(Wq{HTixg#Yu@D`cU1bACbT(wR;btNq`KKSUoY`h2s+WZ9hl+Lx#8~V#;Mm@o!LRG z>(ZA?&cUpW@|6+QyAh)$D&4UJQE%`I`+k0bO?a}9EwX_O2OJs%biP|a3}Y-+gKTSo z6ip1lUOUSjTZL#uS%P(S$=I}i*dgkMMtS^USe|RVsF^q1&6$MLSv0V5ru)yHn$}&N z?a3&bp{?WG+#_Ino*aEoXTUu1qMmtK|YSsbArQgYip1)xex!+UE=z+pwXZ&X{=K z6iJ45eoXdo!C~Fb7;poi$!j+KQbFk%hB07sl%H1agS#$MRC=k5-l?kEzoo%xo zA>O9wAs_B8g)Mq-eW5wUHK3^_^h zB%e!*c30#G0@H__B3i=;VSq=g-Cg-uOKFU%+JgKF?7WhKSzM{p-eQ+rPDT;FU(w!L zlgE;!^e@MN6W=%e$9k&nAMbUD1EnAGe}4}c-j|)~pwW}-;j^tN!Yy@N;>|0+U>6!% z7Rw{g{XITd(S>(!%!=eEH`Q!-V;d;|1gdlzRLP{ddkF!k?QA-js*Ayz7CUNAntUc> z*=EUt%noM3#~_U4oW#nZ!KV^_n5CjV!@3C`TsalZWuaKnv9q(28*mMjrmF8^%3N^2 za}L~9aV!@6`_rh^{+#9*P+{x!IMZ`brvnxoel7DqS*psNPMCxxm<1NHF$a=1YYX@0jmit=jvqPd`vJ1_?p*IEw(E6I2 zySTuy_32`xaH4q~1qp$?^z{)M%$8u@O{4AXM4_wS>m$i^-%;hTExtMm9lcwg=pZte zz(+8MT7NH+fPcBKKR9n>|8R8SXunGHIUCWK)zNUYInl+f@_{f3W^NBjnpf7U#U2y? zPg(kV4fmIK68JTg*R<^|kxdG};>gL)(XW@S8R-#cV0FsZH`kSf(68An<-BdvTBD05 z3H>vOe{pradtlz2#z6v`+V9<;l-VF*_;U)6S09qb)SN66*&4c$b`pr)&hWIB_N!LG zCeEyIkdBxxHx6a8_di-PEm_sn*}~(}n9e!c6vEj{Z=3$}Gj<9U{bQC;aD|Z*SwG4R zk&u(S@J%o9jT~6R@Rm>=rz^8N=;CNo$kL=H7}W_~cJE{KGOh=l=2^$*rO`%pV*{DY zn2VJ{Q@5-Xg=Vi1IE+Um3dFPcYkS^1?|A8>18qx+HWx8&h(z5QT4w4M6#=&2)2~C9 zoKkA9ufHVV$>q#P)@4lL7Jg8@d3%omHdv)My#hgN zr+m1-4}ljX9wVe#D;n$-gL8SY zmjadO%?aKu&yK1M61awe^OpI&wQT|k*4ON2$u_;0H%m_y&GGMiN&R1V1+I|sFlY|Ki55NMD@-X2OukjCUn>w zcNxR8lFn78WLCST4^@zpt6TV~|gT9k_CA_|0?j=)>Wf5%lO{Lp~FH3klzfjqGPCSAnb7 z$$d-K^z>hFSg-ZBO?x8XB6#pjYlv>fn0v9^={midTMIcNi`uu{%@tpuyJc7s4BK_b z%MHY^2OHzsgRv0kh(&t&fs3Va9oi@>@ZBAbeAEaG4zB*h)3La{j zL%?aogrhjwMFbTRI?U7-4(g{31k9-pM@}o1O<#t9(Jte(^m9@`-*}v`c8$17YC}pS zXvB*6A_bThMg7X%JgNM278tSJPh}2ss#7rkAFgHO#4k2_)?d>J+Q?WX)>{gJ5!d0` z__V@yTlf$nF#wm->7i$&jw0y~d2aR2jq^g!c{&k^c>UqXMf{kiN5A>n#xw?RrPG!b z;iEc|J_&3P_})%bimr+lRsB~(*QhJ%QfXaU3q1gH{n~%HUBdXDS5BE^R-D>$gM=a^ zSr1eq7onED1SmJkSu%hA{2?!9MCR}VHfWTR*Ws&$0eqCh#yH;ZFOK*o(T>0K5qeXa z^ynU+e_jBK92n!%O_kN&|M3nyg#SSn5K=#WaeDeK_;yxgH1SMv>0-dzW2D=B>K3{Y zXinVedK~X+FGpQs+~R&pUy$h5wwV~AU$ji zsHZzGVl}b^T*KhWjjaxo=f(R20i=jpEWvL0GjF&QWrW<&wHyI09l=;B-$6Gwi;xEn zjun4_T#lBkeBE3SU+NhlJ35YHv#S9jOadP{xvRsu3QeI};jT z48#6nJBuje8R+G^$!CD&Ac4QmxJl9}!KF)y6;r2KUYIsdERn-%)?RU7GUA2ygUhox z%S&~B@n*S0#eJ?-Y@&^A1lr#5jv5KR{)MdRz`tGKjs??hv)abq>fITaa-pRmAt9U5 z%F5`m-TN0}(@a;VqWiNCZ~2ymdI6iY0=!Yp)#+%~Dbko?nctjwO=sR17+NVa@I4Oa zOi?vg)e8Smi!2(G`F;0DviTREk7Np9|NKR3)FbUmvj05T6@O07>}Mn)C&p1XWl~i6 zy$(wPljT^Bxm@9B6R! z&vNl3J@nTlB`^Y)dixVlj=vZ*f6+_F;pF41Jioj&YqgYZoB`-|H8uud2@FhqMO5a_ zsceO~4&+}Of1+LDy`+e&o`fRsh1E<`O zbX*;p6TMY=)&Q!MkXUBXlNFGP5}o6^kMR?3ncm$NBHuT`pCYoq6eVFtd(@8#iz$H}imwK)l|C z!l$i#2ZwB@0BN`oR00*#Zh!y9^u;`AP%PpXC2<}NUc;}C8sPO;mCadD(*b#P8Dn=I zw_h}4;AY=y24U`)(tonT3b9oh9`_VOcu=IIk4@G+z3?K$2~gyya%+=t`?Yb_H5uZe zB6EU%;I+~W$K*_?^3UEg&Vzsz)&83;j>wxLRa#tmXUdi@x5<^zndawhYdg+5yHZ$n zz}AF>WCe}N#VQCm3nmzZxW=;UzGkTnwc`zC8uYw)2Kuz5<%C`a*;jG(=BsYm< z!yte>oHMKl{zS$to0N=srh8Il6lnC9et*hQgnI}-EJ)JqJSAm!BLM>J4!d;U?pHT@&D#fQ&x6tU1MP zz8k>WsW<<%(PJxQ##U~HT;WK-N3ZMY_CLR3nf-rct!enYHTP8V46hhjF^iB50|=Y1 z2Jit%8ejeGgjd+Gc&w|I$(XBfogz8~5Web92!ERD1pOw+{Umkc@Kl9{-rBX;0)Qx@+gA?LXX8RO)sCMvE`$DE1Pa z>k7!LDB*L`Ybb343dM?*P*^cKR!iW_h_%5 z>$Dyc3Al!=@@->VxBrsHS!JW=@^qxlorr}u1ymo|$J9tuJk%sT%$D%+I?4IW^$i(9 zUt)racBsU(xMNUKyO!}eOnrmm)%+F}HwgBN z2xp*s$cM9sj^e?|gTcU2{4p&Z9#p+Mm2WzOV&(~v*vi_h<^-=ZD#L3l zZ87tr!_LRkVGVK!!G55&eL2m&zJyXT^xKAP90 zTX{@<6^G8%KgF~x#?Ls9_I6 zs+2qoqA$O@;FbiX-W)=~hUE{tVtV=w0rV1^u0^kE?0nlDPT1{9W4)br*yT}4eZ;Q| zFlS_{K76ZO=%r}O8f@Ax5cFAo-dCFf;lKFr&l-7r(PrUlE#B+O+r1<+I-JHdCu3kX zrTC~IN8*q_b5?h>f#Wx&?4Xj6m68{lXkl0XptfmB_;@m~~;kOO82Cqql1Kb`!fQoa#E=rLH8qG%4lkig#~ zu-k$&g|8n80^>PAEMW}}3h+xi>L8cb0vwK9F@NE~=!b;^0|Ore`oKzayeou+%A_i* zE~A6i6B)Kk(WYAgXo(Y^B~TPMBh|wtib0d^k>E>~{(YQLtHBgV+`U_tj@tTvKc>(@ zA113A0Z|7j1ti^C7<`7V4U=c!7tK5cR<%u4Q}mkQ=W7G@QS!>eF+DEdouD#pEX4nI zRtW4KOY5dmKhb9;`RV4QjD^45>iq|oK~V*XxWhc0v@W(6l1c|<6$Wo8AwK<{!P61~ zvgZXbB_k`9lu{qQ~0Doo#1*~(=wY7V9Fvc-SFU(Ih1V)7l%XvNG=U?y7*<6?@p1AY_6R+Z<*czW3& z`6455dz~PDkU^t3kX=#|hb2l?{Ntpga_+|Vks1Tdidk6wajsPEzSRo)C-2i|(cJ+_|Vd9%T;sc`X`^7iW? z-N!0(;_0EEo8~XJ&cRhA3da)*aaCjzD_11ba+JpqPCKEU`9FVk>|UO`_`G$y)-G<_ zc)aj#|5Voy+&yRSq#1#NG*O;EqruS=L*JB&YOV=b$=0A0yCAcL*H+M1aj{;RHSdz$ zkSYDNT~X=Sx`MKQM%Q--S6J`Upgdk;xPn+$jg#_9S4c~j3fU;Ev>L%P3Ea=<2#tia zO#D-iVXs{RJNjY!6F!I}`|Yxa6&Fb-EvE1I`eUj*lp2PmCmx9|Si%IW=R>>C?i36P z)b-@owW$c@AUAwag2(Z!>`~>11s1Q{Ge!y3IOrFZmiQiOyup-6k!f@j5xoD4kUEVetXQNW{urO$-bs6zHuYHNh&D}@)Kuu zmX$Zp_o)7LSN3TowR*_IyvTYXjedgmC9RJpuFN%qcZ09gn0MpI-a0d0bc^#07M_N0 zz@%1>0rUcbSKDeB@06FXI1K`&eVFB){TOj^55~aIrRonBF8>9|ExqwaNVV|XWR5XN z1;idAU9k=PP~0`y0a(~I@QG$44U$yv8-MFw1&;A;8de!wJWK`}A)+{{AjtTd%Ylm% zz&lb5^&`&lsN(8B?(Y@p;P+H%a-M2eH@8n<{XdfBwxVSL>loTW2*hIk0rIWok~9jQ za7EdFq49kizeVEFUuCk#aSde;Ru#?c@EMTzb#%|^v%V!t5?G`(CWp)>_ooth0DQ?n zwufk?O%G*S2~9?CJIT^?9)mMBX`DCb_m@|f&0P%0!aSy!jbc8-aADuLDQ6q+hI$x@ zWi$>)t$L*m*Ehk7vOUm%Bn%8opl6|gub|78By4(V0MRX_ z4Mzy4j~GhZ=|!CyjM+OZCR#%NYsi=gK1b{%K!P_5h|~^vqB($K#wmct$1)rqGA!&O z65&B;?7P-hTmU|LIdJ7-t}~nF`zU0%zy!_8e#84|hhHiL{{c89dIfx8oa-T9?*iZ% z;>_cgmQ<2N)tow26!_I}zULz{8wvo5{8AtY89hC*#!d68zVRct>&09l!42E;j2nYL z(9$S4){jV7YsI5#?L@Xwnw)}2C{^RJUye=(4r%ngU?nyZi~d3pO?*`kKo?do1CGPu zoa@-%AEZ4j`S;@NOcZSLcdt0-(ij>1DU>fjN;oyW1&R9zCBvR#c`EM`$TeSHUZVd* z1NW@VC_Fcwr?H$1RI5~%DrNGmP#sOp7(0qoPo89K%gF-2qY8 z-F-MqkHZ3MnS1!^BO>HoeVT!icYKMpBnQ(k*e9KO9v;`X%#0% z3&#^x|6^-G7K&sNE)*{o6J$rqM;yu#M8}WI{K+&zaSB1&ajgL6k_A^#Ya=sw2Ku+0 zC?)uN`wYId-Mm;PGqs`5=$9!(=76FeIO6Z=3U=vQQ49CaT7)6Jm=nh1(?ArE2 z?(>=CvfMYUnC&JHh9k`+cYv}jAS$D!%bMbgBKH$;1pRP+-#Qhb970bqcAAEctnOq=Q@28Z{#r?ZL6ZfpV#KlrA9p-K8n@2rYz`{t3NnC5s=h^X&mc z{%#GU3>hU+v>y;GndvR2ya;k}1O`I^2Rb0I=E211w^&))OK!7tp8z3})Gco|g3!D_ zt-IgUAoYbJ!%53r5JpBwNQ>K`hk!I76al4R6S+(Z2t&TdaFAWsy7(WOw<$~wU1F2J zGg;h;;)7w-!$LZC&C3A)-*=omRgx2>FR|A5n0EJdgwvS(E}*D(1pwapeXiaLIo8j5 zy=;4oZVCclO0WlV4$@eqhys=&$-KH9sa_LF1(mHCcoYMn4;!C@2{Xdd0tcpvTjd&c z5>v}ujK`cXw40`#5dH;1@_{lBlnw~AE%`59VADt|DEwU)l$k6ae*8C3i>Y6Z^dF1V zuiCg`Hq8!aM9oRXmp2Uy-8#mDko9GlAe8w72=%YIt?C_1!ZSH9t7*U%hZM!fqeg*% zapfHW6$bR>o??M>o=Yuutr4LL=T(g}5#8$}LB>EK!xwNLpIJ&hPQq$ z5b#jSZEP!Htf|0Pe=7cYl918Uw7X^6x8~co;X4O#C+@IFuPH}A%m!CVN3#Bm4px_@ zigz_7{)HH%gCesI(M71!4yBYGOptRqN+6!93%^ZG50gnjwg2LXl~->iIK;KqE%6-> z16yd`I_@6@p>3;AA0P&Yq@dZwp3lVGuVB4<2t2H+8&A@T!u_U{j+j==`lOiRbqx}G zWJi0W3A)<#%9m?CCJfiAzvx*9RzhDPacPWYUq(Eu0**1#gzty&1GWHEmuajo55feA z2SW%JR?SwdzM+jhhfqjuP@TZE$_j)6q0upDAWbA8JWxwFZo3#sjm%u>VguKf9gCq; zAJ-6zotKZTPCzh{OqRs;bJuMf0(kyu0~LExvQcMmuAsnM4Bs8>qT8%a$e@Qd5^c90~ znJOS7V{}mi*+`SlgEM3wt>}_xXhYni?!O2XGc%n!(H10{bKxKuBH@;1v2?NX2(HDP zB5c7=G6Q zA#wcY?f+x!oKnJh1H6r*9Lwvi_G;jT+-HJ0;)fF0{oh*tYdS0^*b+n?;>0O&2)4iBBRL>K1?g)NJ#Spen@>(@VYpMDVLj(T5ZGYS; zC?eBR*f`{(ne$i-yKX(E2uXd$;mUv5R{u7qpVq08Ry$o@%m$@t6&Qz_lq;l`w`&M7 zt&aEOl<<>quG)U(KrU6OM&k;&SNscUL;1Hm-(C5OyEJLXSh{Ze!=D@cm+4bbO}t4A zGM(JVnNXAG&RP_8@jL)+(#p-c%)vA}!B}XVNXHG%x#K%LUkmRj4c22V$N^5&t_GIg zf`HSM1{az1_T$Ho3a}i#t8@){#%)(SZYeylptMdM2W5=IU##K^cLeBM1JgqEz4| zM9l0l_BeTa999tyOWpIh2+ZuGOZ^NFMx3@Hjcm(PB}%xurDwdwSvphgbi|~SJ_RnU z9PZSanKkR^YZ0MNSZCluBKwZOKgrsd{*1CUHz>Li=o=6;`+mbyrctiihFJNI<>0u@ zF`|BoWUEiqqO-=bjxJLJ4x=%a5gBsG$j`N{h>4<4lhof{So$fR0dKiY7FUpOOg)nG zs#R$=g^I3S_tT19HQ_A@-s&TSFj@#i0B=M>+*sIJVB`hRs=t~(Oo^V-H zDvYzqb%nKlv_rh&s9;usi`HGtUf#K*@6hbUap1%RdY8xBBs$$gq4r4*Gf zd0laccmk8|5SSB;N==D|h|1($HG0Ic2wmzVk@PZ{Vz`rd7Cb@%%07pAE$!IL&&MO+ zM(_a0#oT~fa!3>;`~^7i&wL4U7@$G<-4^U1h7(+dVQyNh83j9}508T1CRd|pko~A- z!Ixk%_Nu1P>JuPh)}ZQ*=u-18X@Uw3 zPYE11?nR#6+@vOAIIf6c>n(XLW&EQ7Gf#j2x5kUU#&z*<6H2y|?PGrP-g7hAdHM9# zlK3j^OXTD`B5yo8v%e*O#RaSJ@3;5ukKL5kt^n+f0<8Ik1!c0cO=Zh>up60o<(MWk zOzMgVRiR=unu>~n_o=CCQ!OH=tlNcgw!lQb7Es$^D}e6GW6`Lmi9XXs(1{-689lJmiPDf zi;vU#^y!<{ApNPEpQo~uRhOQfw3rcG4u-aCY4SZ3RO zPD6ctebVfoeMnZewz_W&b*=F4Sy;vUw+WNS>$d7ln|%?1tUse;{q{QPI*EX~A$6~| z`YTB2nG9g+_c>35^E(*e`85frcnL^Ey63_}@QhuGnzSNu)8^pcF~8yU#VQ}|2Y5us z#xlAsZv!}CnN=vLeSY9I(_F1;v>B1((^sQoLaDf>0fP6@`D$%mNr!;dfD+XaF)=Zb zqAsl~_TT=;h>Db;z~(n&-cZ97ZM>vmE8`OxgPM|0DoH=F-kLVd^979pIESN?A1ylv zJ(})9YIPkb^prn1G#qJ4rUbJtJQT$#MZO3cvya}WOFdCoI>_%b}XlPtveQK@1 z_r6+<_^*mRuIKGgrA}By8ChZqTUsqpQ5M*nxJ{^BtR@dv5r>kPnjTP4*cTmmlN3PP z_6KT{Anec-a9UNNCD2^#kmK#^GY9h$S4r54+= zXnwb+Kr@FsNy;cE>jIlk8^fS8%%>r|*KTc?sEpiL!jrB@iPx2eOq;fiLklOq>QllK zTkC&Q@AHNR*{}9)iD0>jGKB6g*>NcwcvD;p04F1+gmw4QO!FbF5@kB~!q0hV(bdn% z-J6F}pP3EHFOdB8LsNDpg^m;hgZIdmnqF5Ng(bjPlIfNiK}->&UsHX63gZk42U-KI zEn}!zR}$v~MH{!ez=~U#N^<9?h-2PROJhEB3LOrC#ae|8&WDt-SKD4)K%b&O32kn4 zz;Rk|F%#cEaZT8a+`*b4J*DHaJ9@~q{fXWy5l?-J#B<=nRM|A8Q&CXo$YcgoAf^hm z(N2YJb$PMk=vA^IfH7`0h6%{Sm6|HRu~vcd3u=YY zc7Z0AVc%S72@7-w{t_FF#_JOZsL}am;Y1GmMX5K~_57W7z^Xy%q1$?@k-_}ACr3=^ zR-PnHK6ilUupUe!YZzK+Nyt9|*)O2w9l6`rT-Iq!>bXa^_G{-5e7CqR=@AoBLT{eb z@^uIpA1#xi6ATqG1#tI}@BjY&OJehIUYd(Vw*XweVUbFcNgm*zUJqljhY1FlAF^+J zEs|vjt~v%<1n{}g{Ij)!a_iQEtHmNA4DxGh9q4taVC0JnFih%*|0~s6rrp3?{`3p< zH8nLQ{|DxKnVg6Ai~W_Wji>s017x#@NzM@5LMPy-=FmVYgC5NkIW+w5^%cpF1hI7^ zM{1qX_QoaIV>JVVUS%mxVTZ1}kT^q_+h*@ha(xA$@3#R}4!bOYmM%vW8UG?nVOEr56#!(3UJgFX2BW|a!LV1pr>SQDl4s%i;jOLf(+Lse$Cv`dod|~gG>dTH z>DlC2xyJL_z@W8>5fQ3MnF)h0+rWn5Y9dk-NP^f>bXD*f)F65ob50{Ckx;MkF`40m zPZQ6)W?`@!#9SV5BakT%38=Pmh7_q|oGOpajbV602jd97K$x6`Ey=?7F%Ys0DPj7g zzGJX(=4O_(3FoDaQlIQK{s*uRzE?Da(yedm{N4r*%pi?*{Gfgg9GSqqQfF03?+EAw zI#9v*8+Dl6F~~?qcl(kGkh!71c^bOqvTNo$YC%=LO9;NrtGT^Ex!8Mq^CU}yO6k?Z zQ0lIE`GQB9(c8PWb;I!@x@#Cg!wCa}zCf-KXv^c()zt;{g^>FXkXg0uo>h{y1e4Ji z%#d;ac;rne*3}mnr0d=v3v8Bz^RK}HI=)H+&EL~y-QOP1i~l$X99SL$xIS#zJ5Rn} z%>vYQR>5^5Yuv!nUPlJk|38W3qaCW&uz|rR4!rvwD|>KXvoQ0Xv<4+;uiUkB+i|M~ zQu{wSqkj})ugmtXEVj+X1;8Z+yHjMHJG%G9w_|m-O5P^+pWNlbhwK6c@Y*DWK@*#| z^8g!E17Sa~R*;odB@EVZyFd8Y#^8MekI`xOedopVAEB;YMMXsldv(9)(F0*$OOVVW zjZKJ51j?#)y=EVZo`F9v*SC~t@x$KlyP($RojZU@=f8&4A81-;X2%=ZnU2;=%gdN4 zC_#~ES*~@ItEq>Inwt}Z0z5gjB?yP&Bv@{g3tF!;*+SUyqo-K?p zT@CfybU`+155Gb0s)87mF2e40T}e$4QIeCBJBDlWSG@sMdYDFCj z_Jb}7s2xZbKVvlYj9TQ8l<$j&%;3BSP+(l-Rz(RE2_{%PcKHnqZgXU-b7j)v7Z?a4 zc^boXl?WU;G^sBA8~wcLj3Uvv@AUE45;rfd;(Jm3c?Lw=)DJ=$A6klF8~^jjUi5-ns@TFU*rc+76CW1 zti8bY8u#vI3yXtexKi`k@gE231Bip^`lxa^&Uy5{>(%|$XrBix0;rD8Pcu;ghBm!V z)efK;^qaL08^8nUzz-}r9W8=(-vBSdwA!*P1Da;$k8v=jz*UW>GQ~RnANNbj{y!n1 zC~-#m;0@{eg^^PH6un_ao&0K_ei9n0F`fFMtnRELPr1F$_v1h%Xp<+vAvti3)wbw; zH=G0%f0MOto7yPo@5oz^fWBM3fS!V#Hc^L=b?BJJ50EY$HT5Iaz_InY%zFNP-qdzO zQ)ML>8uvfJ)u7q@{sNJ}zC!oJ)>Z2>?y7*sCUP?RcdK8ApwYh31!U3wbKhZl>`4%u z4xEFhwwZxztupkr{y3G7Z_>6iF(F;+HaLV}Lws)E+cUvA0XjW2e3C;%2xnMcGj_k8 zTXTUW3IJ8DeqVtN<)5psYX)Rk4Sc*8)R!&r7#A+QRlRXI`4oe%`_vD1^q8_`ll*-e zMEF7eYanY8`sql|aP?n_2(;iUs4k~EY)SCbpc1siJ0`LQ7hP@2YXpP=fj!%;lcQ2V zEtHK8k@Rnlr>RB-TK2TX@&_M;@VsJ@{c1*JyUIwm6^Tn)zV)Dbx&rw(GpSgXbLEjK z)qx+W8B%?4DZGB7u3i=q-_}I&mZY`f=81_3Cs};6G{eO3sp(Xh*4FBRg8iF^Wlgi_ zZDfbI`NDBwG`&P4M-V+X29gGR`H_winwU`03ropp@KhS231M+5jt`SGUGPkzT^N2z zMYyDJ^iPwmm(lSbdLE(^?ZCMM zT0#vbMv@xCUs#enNc0CWOt9oJjI}9MuTrin??%NWG*GjmMnTF@s3dHSnWip9v+ix* z?rg-=&ps*&V(R>b!6re4L(L z9~*@{Eb* zr>BCdN8v|swpNkyxtf{`I{Afx^uPCie5ni%oJ$mqQXXPkK&kmM8G)NwjH@Jivx*UX zit9uI62%C&C_b-3W3lxDeI%_f# z-5K~fY1LSXC(WeH7+fiiRD)QjUs!N;!G!9?axql()6Qrb6I6)cy5IZZ`QYgq>q>lP zEKh}@3`Ic@(?ELm(vMBXPx|P>lJ?>x9ED)&jefLguAAl3Y!c6fvnCsF2 zo8@Ihfem+FBS{`Zp(agEJ8Gy~#_-UTAxz1LYwgXqw!gVuCq<`3ii&=0T~Qk;Bo5s! zSQ&$TUr0dynp zb^{5UTHx`W{q@{O7p~}74<@M0qnt<{6yy-y1>t0m` zKA@bOlmwEGjELyJ>@f&*!rB{l14uKV=L3_6yM}BJtZnILv(@3xv4nsUKd`*~aiFH9 zmHw(~u+&@obyJ&DDX+Nzn!PLghG01t^bX1(>$xNCMr8S0O<#t8C@Xq z*(D=3IpWvvyR$s-NgGNdJTnU>1LdadZZ5znSY+YyEJD|^XDgZ>9+pns!daYtFa{YI zUKBiS5q|0PIu``$7c853-lmn`&%xTJDz9SQl7U4`$u&uk?AR{@le*Zyxx;Nvd_Og? zI((2#$JdBKv5L(yX*NkP-ENXZHXcjRPG^L*LrBVa=B%t41rOElJapVIQ5&C@1aT%L zt;%)4jzcq$e^JNyr-kCr2u*G`s}2wE68CRU+qH_2i#K@M*zrC5l`VjkD5I0jGQ{S5(GW8Sn_C z5ArF=>Bmqnja@*`MzDVy!l0j+h9&}Z2{8W%=39~|6{K7M+q56+Y;~F|sDa%bemysU zka&H4ZOBx%Yz-Poh88|=DNBY1kQ3qI;SE{z)WTVn3ciw`fWm?uV4DMcQ7?aeX_Bo0 zBq3FVHeHG;&GOF9F92>W0GvjvXyabnYH15!K;+=(MkcBB(%aJjV-AuvCqy1*_5WWwxRX6j44O!2txQ&-7Q_Kt;6(hAL|;zw=gb4VsbQPWiaqm zNhjEVhCnkc29<9sjq$=9JZ$$N3un)=-ZFGqPa7&oCV(6Z%atJmXdj!{<`T2nYc9`6 zIgO>y*#>D^T+P3)*B% zu)xQhjz&y551#J**THF^t!JQUWp(}}w*tImBmRq`29w@K=&h|(18vMVfIf1qn$HKdrQ7KncGUI4s$Pry_8pBoa09l|2L3jX^$3*4J`nv)LSgZ_Kg zp#z1#9+5)_jSbwC{;ha_t>;1|WhR(&K;}Goq)`F?{ptI0`+Fps3_&P44(Sl;+mf*` z;)wZf@wYGK3x#%D?0mN+UYc!Z6|SWCBLyjNtKDiLDBowq#8SoO4l2$IuW)RS_yu zr5;&COAoY}@1?H0MuWgn(4wpvVo9-yh7)CGw);9@HD|$2Q}-_)(R77Wl{Q6Vv?3nV zH9ZhgCQqm=H^w@cs8)#LUj!tJWnteZGCpAhp-YR%!uNtOhW!jsg5vB|^YIHf7_V=n9G#iHX*avuTW4jp zz(&gE_b{FP+85PQtT9)Vh0_7+BaxtPPf8#yQXEPXUl*>=q~C`YleU6`T!`OKLMX(E zN-`qra;_rY4`FkU(8awl9jTFakHGQtgIC zAs-f+_*A7V1Y3Gt4~z9!2pe@R-TwClcRrH@(<#ZVA2=A9QUyU|PMCq`rZ7yA!eZ3G zi`XK5jO%7x*?fFB{1|Y#=}vHC%ZwD)pr0jVj6+T-uld|LUnUL^xHBk-?vV<7i-N`q z@Q~_j!XQV5rKZo1LzC{1l9QSUJeenK9+XSwPrkdBZQ?$tx!YiMS7{&AJ#Jx#;5VUn zqkMkSk?i;IS9=LS`57`D>s>}w@a zDREZ(mp5ElQUCgd5j#4ZW~%h>8u+%TIqE%)zaNMPoF-{9U<<@Dd1pm}PGVBU;J~K2 zTQM`j(`B-TWL{ixvU^Ks_^Rp&>0!+$g+3+=n~<2^1~t{>ZD2061@LIh?ZE;op~T5@ zxKO$Mxbd6SPCe^RIeX?r3Q~JkG<{z5XDW1IJFz82qGh{CD*OP~0ePx&M6QPL5md-v zOWdt8vT8hWxnq$oxCt*O>c6^gUOnzuIkaF=_ppp)Ikfe|r$wfmulH6USlvFhwII{n__6>x(n3q6iU2 zJetVX`EVF8LrAO=7-gaga6%fojTIqwg6o|;bcM~!lj2B%M5T$Tphepkrt64sYWn$; zC$0CP{~7%H1J-y%1tp<$gGh+)es?eo?5`eyS+5It>wW{4*?<-G;yBenUqVevsh}nj zfc1bAcUBY@id?BvNH1APJ0c(W+!RpJgpfyefDXNDt$ld3(8A^HZP9-0Nu#)cf7uKj z0#DEcb?u{7qWef;JXA9|CWllZkyQ+ePGQ4D9uICaMMID01W~N_r1iuB{nI|-bj}EU zK4En}A@9~^hFx;<^+F!Ep~vv&jww}I_?rrL)AgMMfqd+WbpfBa)lb=; zR(@Z@ybZHBmNjv12DP{}aq$e*C>h$tIAv+?bgfsI8oq=hX+x*xI>r9wfqz5>{z-v zTT^D=TJP%YHnOzos3bw?TS!K19@2XPwF#coHD@)?HuuBsOUbEN+RtBUT;!c4`o`m8 zxHpxr=SNRz0WD92&*S8|x)mQEY;qVm`kW=e(!kYvbG3E!Q9hn1@j{S=i;I6@Z&yBB zRQRoQy-33{sYqJf(kv>Yq?si>qC^#={JSG}^f+!*zG8?dE}TCsuGpBBGIb$49Cz11 zQ$)!!Td}!;6}eOy72HYL5leBF(g3XpEe>1>CIWq-6prr;ZjVVM3K|6l&&g)n*4i&D z;1X5r3Y?htPXPh_d(AJVsN}#b6A$^@fPw3q-dup z64h_!gM)2p^=1B4%?VbebXJAh3pF&oElc9!Zkd-^mO5#+2>FOoc5>0ZCFMNbh1|=l z@%Ee7QIwxgi0kw98ROtFg#7#2ovfV}G!#gb?$_=s_DZ8F7os#B-TdqGgliiFRka>! zDLxe}Jrhm6EQHn6$jQUH_HKP0Mn1Sd?HlsD7fOaX%bY}|;;qxCs#1K|ny?b<#z}*h zJMPco;SUZ(dhe$aT*_ho>9ID#1j^_MJBbEJauhD0ea99^555r{M@~_1Ly9tN(7D3u z96i75u%qafqUWSOi`wO1Uu0k3VbM+fQ!D9iW}Iy{zapB~e^cgI|0~70vwXp<`hIO= zA-o-E)-=;@bS99qi;G@V-S$qo~_lmn8S91gT`7WUnSmy3IynI~09aq;) z3OQ&0bpCx@N;mP5C(PmEW9Q=DU|(3>YAiH=U%6_@xJsFjHIXxO(Ni;VYsn|kN`zfC zD|9=aw=J(_!7QVOS1T@XOE-0+(T@*Hg4!Z3UAACJZMZOfNI{(YrtWH%2qE` zvQdR=R<2QY`~a(E5oajG%_yR-aX1-Oxxr-_Wh9gL+|KzOF-0Q1L|F?oy+koiRIFYC zh^S!&9~aSZw5NXxK$^?lz<>yu4nVc)NSqo2e=tPoIZ;{aGd@9p4XseeG%3 zen-;-AK4fg+SBxQlvU9`w6>gijAD}|sM`4XU7&7tY0b{=nwlt6>UsnJ55CMF0=hqc zkXxF9GBQ38-9}s&(xog~O-Y5#CVW&3vfUdF2iQ?it^XCYUqubn6EvcDnG*}l(1Bt3v)8E8xLOzM7jodb@-$1!tLU1l)l9MU zlSkEAk+R_`kb8$hxnF-fUvFmBNq^!YL<;OLS6>!0aWNr<-q3MZH|v;`*;JWd(adAM zs(#{bL~_}%E_2NA*UB*d%C|EsrRZQF!0R|ZJ0qE-<5eKI5O8a=xHi1`@b6(&={`k9 z+VOSV8*sg$Zw$mXhsH)i$l~T=`fX`xZ+^S<9etO78M&#H?p?nt0IWrI`aJS}# z_mQD-!agqZi6&6LaJ9UdhTJexyjqp|7>*mB&N(Duk!;XM=e}v6Q-e#pzx|bU3wo-- znbumVKvb_9kfE{xr4X&`2yoK&x}Gl#M`HiJPs}CYaSe0utzA6d>&<=Uh(II1NL&D1 z%>VV$^Z;t2prus9pdLQN~s>WtM=p;uGqwwUzOB-cvTNp+B1UFDD+QrkZ zBtJeUhtQ!V3_@M!*7vH4u`+#kH!$4pPvYy7r0Wge5j7aBAV|r~(Ib=Ma9Gd>+qtt> zzhP^hIA~q3Go{~J$@VQ;fbqnxm|VM!Yt~VOyEg#qsUx)SmmPT}R&c z>lxjkt=hx7pu$OpB>lEC>&~y$$L3FXcz(`BLyT-!C*2CxON;0hBB)34W`N5KrDNYdSloKr~sJaMcc0 zCtWSWNls9w#w`v2HIHY;;Po`mkI16Kn5Jl{lcRK*B6-si4eyYD18Nt!nVCUT!euEM zwX2by=fi}l(2JI>{S5^E*kJ%i5G8pYX0bALvh}ud9OXBc34)AiUbKtF?D}e0v67M0 zvRW9`RY;vq7L!CX(!}!o?&400kL*scZIK>Ay*E)^pg^>m!h`O_%5ox#$TdpV$DQal zM)pmDVz5vpe!lyz-pMdUcDF{>L!qLPbbVcYdGVw?tQE<2b_H@kKOF8k$+52Vm-L&eGV z?^GcRHcR5&D|xHuh&-9g2v^ElYAcJag#{ICICYE+Id3=r4tsy@S9_mi+k@~HZLgXxvHUn;$@ zhmV$_gU=hUD zio0vs(``*jU?-l1yM6XW_3oxxV{NB(A#X)UCJi(`ZAYby z&SU@~X8m)8s2+*pH+M0;le$F=XYDTc#L22g{AKm-g#xuSHs?fb^ChZB?PU2%RccGK zUocYx3vgl}`E+JjaHF^hCl6Ypf{|28t1|!D45dH)=&&Y%@{0#6hdf{$6rlcms{Jij zx=7m$o|&GGicc2a(f`<+^EX_ghucbHWEvq)S~FH6+I2`2+Rat5(sfLVzG0q1g689` z%-v)nDu}K~%w6U83d{Q0uJ-v9o5s=;GFhwJUuzFlq?<{k=u&U@U>%;H(Y(gn;Q1rw z!CJ8sl9jV|auh%5v(Nb(ujfB^=0E-C$8XnEU0+l^JxQ2ZGQNE)U*lF>Ue%djOupEP z|6^~pzRmAy*;K=w9yXT2a-Y6av@1$wDLWhIE`6Z1XbxH2$1y)f!Od`-9z5nDuLUK( zGDgRBQ?ma-r~BNkpMR@a{i}2lvDRM0iY-B|6m8#;1T8#RB;3{5XZ2ZR6nVxVt@E&V z%l+izZvJlPt{dFtG-l^+nb-ck_Fuc_s-1*AZ>Np>zq$VLZD`6&?H2MMJrS0M5^C%H zdfoiX>CdLFK2y5{cN`Gg%lf=?aE3C)o9dUqG{GkleJl~uGOO^EyS~fIxy;_$d-|yQ zl3t$kxBS{=@e{k`9sBt?3+E4)zye1nyk+t6+1xYur;f$jW$C+h>H9^AxAlvw>h+G2 zKnFi>N4IeqH|v^iOC@!)i%vx+&${|I2dU8YRn@Y3Hbu-kvaXc6ZIrt6Pxr#fg4Xk8 z_3R1jxwS`{Ms+LINkr>n`RWDBBpUME@L3)$xU^tH-j+H&x>P23;W4X_0od5IKt|~$ zHz2Rm4ZJ>5*)>{h*Y5$i=dTTXD(R#$1!*FnRTbFeHk1kuG8w!rq<#S|3Ez!PD&U7! zTxLI(hHXth>8e75{}7HRM8-dtNy5unDkf2{7Y)dKV0kGTps^Y;@RtiaSi@F!s*L=h zH^c1awPla)>4>p?(d_UTYIN(QRy(G42;+1s@`27?2d))2Q9*X)s&&ou8=Tr5??RTg zJbVJ^c-yIK-GTxglmaX{INzlIT+KeZs=0Zndw6gtL|y4~vH6UigJYZHcUmtD9>c%4Dl>a^OPTiSm+JHI}&!_Ot?c6G{5uyiQ_>se>t=X)T7_;tdnK2rr*Xbm+HCtY_q`ja3&{h0(j8 z+oh%6v$D_Af6fJ(J6)U{b_a5H5>51=-!n>lTK-&??d~?4H8k2A_$-@But$~GZ2Tl# zKHO{s*HP(qySvV?lrXdO8QDw-LA8<%Y8m->GIEgXQ`>Jg`*;o-MRUsda1R_UXvAkX zubwDa)^x?2{AY60^$TCB7IK$AL9>cLQ+Al{B&)GZR=J2O0z=9yT!}2XeC>jbm4Dr2 z)@{>d>v_A|!$=VS7t0>BU=-pkSk6=L9`--<5F-_xVg98HKZE$Y|5ZB0A(Pq)^_~t4 z>^Jlmkm{gJ9IySOCN3^sFnFGexB!kfEbk9FX>v%sJ{z}o1U?N+-uCRWHH^-&kWc^ z;y{9QE1%bE+j$SF(qTDwvMZO%*C-*X!c(!_RNy&-5dc#l1=dBOw_=pzqD@i#7Nj(o8EL*_MI+AdQ~Vb?d&8{LdAl;Zd2%)T;_x#%vwK6X(s@z0 zeTP2Rfibu0xO1{GyZF5OK$exWo*#cZ3)Vq4)cq8F(`EjtT#@>kHb@V*)@;Q{Qi~0? zk;ZCXVMC5Oli7-cZ2B!|7=@{VA8MprL$k?wMoZPXTRC5aid{K9p#TGddejNeVmk;P z<K?PZnY@%m^2Lh8y0%FBS!7Mh5Q9ZiZy35eDXi@D&lG&(H6+B>?>%4_emDzc1&DwI;x2IUHt6!aYs~$;iUdG)z_R~#_Dc^8 z?4MAG#o!0tR^<;pIQxZeiD1nmrofo-?_rshGxmSA2!)8jydx2{e@HPck%wXvG$<3N zU$Yy39(ulO@+8hV$rs`1dy7 zY+FI&XDb$>uhmGja2nerhf7;kH0fI3v=ABSe(jwX{`PVII-eGIa5EmbCY0EOw6Gwj z5*u~pvLZzZ#h6d1!}vzpr=-dU2W|os5%tkp7-4TsdAO5KBl==&bD(to{L1vgdiI*X zRr@ss2l6muyo}F>r9+&3$D4%)Q4A6XHk6cxs0cP7oxpaHuDRCT-s0=LM2CIKv4Ta^ z_4Dbm&;uHov6W|f+5G42+5Y_CCM!@1aL_T++lb=s_a=qGEu;liJ)X}Qxu|E5ua zo2Hq%nS%z|&1k1W3Zo_YG`B^LpDPyCr=?K5#h3DbN_v0o)MRl^24)}pqTkfYIZx$M zu%d6MV9_y1Tg!;8uTQv5Chf82tHW?)cq8zt)s3*~EL>JhMw*Wkk$?`tnI4P`H|Uszj*`%tU_@jBCKBRL zisC~!lSI~5Vsy)yJV1@XVnPMik&E6q}M(7GdYm~aFYN<0|qq@f>_m@Wf&Pwc=8 zs;8>>zBJf8u?cfD886{flX_rxO6~8fs+)HniMv7Js-0YGf+>$#O7GLJ5hcqPt_25)8x*aJvw`DEqlVHOz&o}HOP*FjFM4kp#0m1 ziw4PL9lp9Vdybv+(kgDVYe zo?!_aGz?@`N&kBTorWJ9Z@G|%ZO?8?CEQ|PL*c6G+zJZHZb2w%y}+3@UDrileSX2 z;@|%LzANbcc<>oHn`4`8KYIiwz}b^-E^iG=&OD$P798>iPFL;+*$o|8s@;ATBs#dq z!&&GC7$`}aLRH_#66UXGI6>X}SAb%n?YB8pwutdRU|M>RQ$ASZi@vhduG_t1$Bc$S-{cx0&~1&rp&={wr=+3l9G z2Wl>4Jy}yV4Z_q)z=G3km@jlA+8>PGyH@#*S>)R35*a3&HYcQ|r>Y{;pPVwOt(jjR zX=2sS7sj%!Ig-@H&6UPSaJ6THU3H0>Y0jM>t5cP1&n$n4C0bJhwMq$OM-U8yO4OX& z-$?5>W#LN6b`_I*7gBgF_8aJZSuQhYjGJLC2LJc$LhOY7dlLL@QY^kLokrV71QpnJ zgn|t>Mjy&|r3RX*))oMUY6%fKN^nR+4>=y^gC~vAf;%~EY}JapThaM{Or2wJEz$D! zV<#uJZQFKoV%s)OY}?6+ZCfX{ZQHiqeXDN$-#g#-{xUVSW>$AUz54e^qb)4LS-MAH z(p4!|b4_ek`FaXx%AOKK`;hYE$6}Kh2F+BycrM|$E*mQ2JVggM zj%=#$c)VWwdB2|yg_-a8G%eSfq6Yy}bY+`)lC>scs>(1{qPkK-vqA50!?F&;z@E?o z0Y!=pU`{8PWQXWFKallwCt|;_IJaW1DDmlz0 zM-rAB7Bu8*@A>Q)E)3!tj~>@~OUe4Z*%8@j{Zfa@BYJuh8&1r1>e4Eha#bm9)FvtE z43lJ4D(7=nx0vw)H49VZ>O{2(GEaaB%{(@ApF(=%U^3_Ucp7f;VY+CjqEfU`Eovx| zH;CyUykWm9TFU;kJ(55`=>G5Zsr!09p|3rPq^99*72S-crpHUYS_#%}AV`2iJz6WC zjUAyCxI0Tp>nl@R&~1iBf;P9y#{x`Y+cJ5nV^)o>rOT3L)zRNTtj?H1{S3hEv>a8i zZ&uRncrNs;JyzYkvR~9+b>DijG+x}3-3Ww8FYchG4FrT1W3-zNC)P!-?8>yTPTkrX^>HjtheyDxh*+{?9l~ie-(S&UzE;m^wueB&uNsZT( zYCf=JW5mXxnVCx|Cw{MJ&wcp!X}yGRIeiPY9%~@=E>H7jsd7_mIA3vn3C^0*4c=Il zs*1W@Zfcd48l`ZNs>lgBDKQ-^tQeDc0EudRTZ9Q3_!6E}Fc^#po1BzUsE-pIg*0$G z`{Ny_qW>J44VR4T5!@n4^ZRaIG=$f3EIH<7OPhFtBhW~X%2j5$gUP2`n8ioqL zzzK~CFsuMa>S0bW^tKg+9bakpzT%@yQ#BMom@Qk)O9a~*9(oh?sdkvHdBQ2~-Wr;= zt69-lw_if&%q)d`3i`gDQ~bzVv9M8-e)H%VC`g_6Br~2n^F~moPr7=3UUp-bx0_aX zqmF1dG45$zsv&>bRK{LQ%+3zVf zKMWIPX-lLxK@OvwFT2UJ$1FzIQ745`f4a{uGH#mj$XyD0oe|Hm*8n~hnm4q|g017( zty{=Og(}{@Nm$5+EG;H=$XQ9m$ZnGfAp(X2C0hX1*}JxTJXbdzsDwBS3yT4E-zp!t z1+lV;SppSJe49p0FK)@bbYm(ad+K%geDT?=MR(_8_iEFZ zPfHuq`}uk3guqRp?amx!DSK$iiPaJ%H71b)quu6o9RMMXWjB^+QBAnA4 zxUUn$`!#dAe5fU}FF%<7%9qlw3w~kt|(|k3)Yw8P52;f%#*jp8) zt1*;$Dq*Xy<{j-X9Q-~`>pa}nyLr!Yt~ofULrgd=RIDGRn|19QPNS8R%FjKI&aW;e z+-u#Q-PT5H(Mz2ghsKr2Su&$TKjk<24@J4rr-OYm^4$Awj6yS9y*7<5`PtZogNUhUQ$>uhpePkJ0{U4&78peX zjFjLI{lg7(;S9g7)qZPK3u;#T3qBJ?^rA*O9rx24Jo`pUDah96inS5O|43`B)&>%x z0!zUWIX+%YGxMqsrwrt|d!To!I-vjm@ASaEsuA%e)RYz<0>6dFjS49Y&S`Wl?DC;4 zOeouGu%8eP+TfOQFr^Zd8XD2D+z2?xIBR~+80HlpbbF-$sFGd2kbK{DT8$&h>B7)YjP5)#C8;;`8vl$IYb#ff_=~g7q69U()-$ z{c4`L7B%H>WL6#ZO2U6NSmQHJk|tD;LR6#LUs1He#$vzO2gQZpkiM_o2+T+1h0}l& z_I6mJA$$?SMcwO7M-9n7sF3zG>(S$>P-o!A3EDb0^m)ru=C)vPXLq&^In?6+_c!WB zt#Rw>DCzoL%KqVx{lRCQuUiujXBB~4tJMT-xrKvH@oWWF*g(Znxl+5e1Yl78qX<9-z zBO*R9kjX(bFgljTp-^jD(gEAFSy;58k3&|Z9Y{ei7#L`J3oM*waxYf`2njA)35rmH zh%0s!D%lks6(VeaK#~7fKbcVIR3y?XdmAbo#y}uy4ZrCs44j8*laqRMoYPl~A{@ls zhO^P)pei5m1~EboKb+eQawV<}mm zA-kz;K~I_fT;uO!8uOeqk!p>JjCDI82d>i{w_8F#=YhS-UOz}$m=Unhd6s!ve>1BX5Q^T=@vY3U^xE zSl8)Ee*gqR3Wb@{uqJ6xna*!-ujAG#f6*-D^JLQ5(WARw$$-}~{Wh%Ef83$XLZmD{z1mMiEmqKa0u%;l4pD%s!5Nkv05Dnu!qxxDbpw(b$L! zcuXp|AIUeJ+~tI}6*^&s7IYxqaI-|xA(@mBd4!Wg=*Hya+Gh2Nsm_pWLVsziamT+f zYnQM!NNcqxaP~q&@W0ot+}=rJ^m}t~90ASQ@x-ltCjNvF`>Q!&PbB;xRoE13fjAKr zp%KR?7%B0tA{Y3%O4|}KeA^;_)O^A4QX&(XuYN?&kipB+s1Kgo4mk?fkx>tN9QLRt zO~SLJ*+ArEv}=2^&JNvmj_XD)FZZ8sp@%)Oa%F+n*Q@IX^QYf-%v;S)g&Oq1N$7Rx z2_Z{Wb%@x|SMfwbbmgUUwOkX7uR(^jSx54!dhY15a0-m4*eh~jUztN83)$tR>?)+D{Ygo#Xsj;dLSQtFJ|Ds_%e(7;BN%({M&6b?^>>!Nxjp+AlV-CR}Sri(k~(j7!t3MsF#&Dtg4WNPESa@{M);0 zm5ls4V}WIK!$-#_F&Eqp*Jwp(Qiw-f{$F4O7INZ6yP69-Rok&xeh%W~Z_ zM|0UcV8CfEvU{OFbEk3W#%HQjD2)ZPP?Wx< zVGJ-p01KRlDj*sn=Q^DiLZazXhxT>Qw0x=vn#sZE|8Y1uu2{9Z^1I*OJ|TGeek$B{ z&s~Iknm78hESK^n8V-y~S(K(APlY@${m43PSK7`$%)mn1>P*^>j0WVZxe5>>L4ZiX z(wD~Twwlr-o2`bThKEgkuDa^o)^+&os_|RYV-bxh@tf9`@#oYU^2-DyCbl z&aU%(!aSyN%j{<+M;?1v(TppvXA zgznB#+Kq>UL<6fzLgoe+JAhir$N;QeGXjO9j$TA35hX3T!!rZWn1bN6Z@fPhE|H^6 zdN$TOUT!MLTR)0#&G-a~UX?|BSKa3OXmvi^uf+U8{a;odOVC)M*LocnF|vl35h$d? zzI^9RYazT*|0giu+;#5w8j|naTRW&Jg(i`Okt}&*&rp7}cSZUY_dBdG2 z_d~##IY`DvQpyJB8#6Ko_Pt1*=D^`BP%$Qn8_ms|;n~hDpvMf3Ba&mY8~CGRIR7+^ z7*J6w6}~tLt^K^VIeT<5|GD{d`}KkyXE&dT6GqV8`BNCzDe!r_+vu*PzGbs6a8|sG z+>nlLz}QQg)?rCH8qe)U6Wu#NKHNGD0&+XSKU}MY<+r6dh{;%yACWhO>HJsySQ#>t zChcmfa{BmadpWP(ZC=B4>ZnN3)Yf#iB5Qf#NJ`(9ye%nrb$qDx{w{mSq?OxmSp$DD zsx&5L;`&^y)N`p)&n1ljubQ8K75h?cqj|{4lla_S0}eZsoD4H~z^EK-0g6#z7xru=`iDw<9Pk(QXkj2894~!Pa#6Z4P;_MlB1#?Rl~8yUT1e ze;Sda-E|HxNvqMLDvcktOw&!;+16fFrBIM;#|W3OW{-+_5B)LVI%XL9Di+Pdd{Rx! ze^%l?ZkS^f?!|;42K#6PPLL1OT0|}kWE^G0yYP3?p)0kFBy6Yt6V8J(JT(g@=&$Rr z9NKS$3JfJmY6^<7fH|tV{J{3=j`q0u_jhd9HSK2vgGIWYVNcee!vC(8ruWm4y$!OX z0u8(csa~iHjiX)uu#XjS9+{^09c8>fjCuU0D>0!ULR@-s_)bZz2RwHB^hw z)&0Q5rWTrc`qA_ATGS2x&+Wp(34yCX$25o2T$>wDB@eCUNIg=fD6&eFF}G~oL77Hy z!_FATO^6U;sQm(@x6u29k$3z=HJmfzB?vkwH#k~D9FJ?mTX?DJSoX5@$yT+H`9W2u zM}4cu+*+GOZT8Yc+SJiS_tMnRV%ARbQ|7poy6N}|t?cpx%9quG<@>R7y%=@qJ`Ca>96=9*_XUmB|bi&Sm2EPT<&tyzpQR%}$?R&^zp8_-eDiKK%Cv zt_=s)J-&ff>$q0yDpzG7+kGg$|E41{I5TxMZt~;$at)_-#B+)pah}jJawy*m{IvdW ziVCD3G{X&hrHbUfr?y8AVHz?-7vxhl#MmYQ?#Wsw5%a2&t}h3!lKdO;!_`3{rrzFx z2D%V#P9Z+BpNtbSfCQDiAfCysQno)23|#78E8_)iI;LnZ6PU+@Ws0Y4n+%&;hH6fB zt&ZO-p?alM)BC#b$>B(D_UCEm*Y8|5e&4!3Dsqz=6I5?gH47wu6VizMTaueV8LK|r zoZ^Ip0m4;{f{0)Px7m$#^ek}cxrAeAr4Q@skV~ zwFunS7~M~e-RmBWe->!<*lFI1III+>Iv!;VWyp@SbD`bS%s*((^enIQ60g(D<5tk= zTVP8wGZv;E*WBKPocE-9UZ)M89D6+Hw61H-)zMEj*)xTzGqZDc*48r8rBPFl3w$?p zR&}LAsLOkm`nxe*RTKM)%iOt;DCNN1(ao`GV431XKmw{N3=mgd;LwA>pynyZ6_A@% zDhR2t1!+7tJ|_>@c)Fz%-$#N5{WLW!RkP7t;yOU z9XKO%Mv4J?#GSbh5caLOw3Ni6=tkBQ7NjcH5JySn^wq~KgaW>z`xOneB zxW3;AYaaPX3F|)3(_5u9F94ot6X#2jlq*SGySx--PLFKUG%qhAZXQ!$y4I9`tth{B zn(V=S!ASbP+H`RyOM~$wWAs|k_vZ@i;P+L8=-Dn+`qaqmj3vVo>!cKUV%AB+r6NxyH4tLw_7!13C?#bJjkuVN z^83of=I!{ktidAkl~Vz!cl`vIo(t87_I41A@-qwL`Yb_Q-zq2 znS!38zt63n_8#0j>;?Yn>*IL8f8RyT#QNTLANai$-Q5+Q57`--79cM1UWmJ6M57}k zSnNTgm==@iEQkIssp|l_o9|a`yLD8b3EWg`-h_}t(%Wd$q;ots#gSp5h#8miIWn@p zu(5wA)8n#TiOr-5>OL3qI_hYi*Vcc;!Aes*Uzl~yxigw<=f4LiSfD!_&ytc?KAx z0)X0Iwk0KnC57V=lmZ{o5fKrQ(1Z}diUC5mw6Y4Ap8-H$5fk!6`rf%Dy=cf3y?hne zWT7yB>2}}gV$ZzE{J8chK7&pWYB?q!?(lR|ORb@Q-pl{TM6^A(P48g{jCQy8mf&0d zP2W!RPqUA|92ozMX#1_6=;-V&;ad+mG2UM@zUXohjXrm37)6C_;qfJ81bcocT&PkD5hxawFb#=d*wA<)H1g;?QDrg_%3$+k7Eqvb zX?mJGbg;|~gBouoQ-f=vr}xcAs^yyO?5D8n4UBwFUKcz59$TVZoXAQh~tQq>HqWZtM~(3)7dfKk$=g`;%^ zvm@`AvtvICpfCTH2T$PNrS(AC9%2GUix5(!%5TO(g6BdCaw1umKHwQw3RNwFuN}iw zOk*nGf5;Fzi$N=28$;r!e=hO#L?0HPes0;Wc_z}6j{wF$xU-PcZ_nQ*nn|5#2`w=G7Sb~z=2%%_*r6V ziR`nCY0-_J=j05@?OBZVv8K!DrqjfUSVrkdl%`<8Dn%?!Vf+Uj^U5L&EtnOVjjL@o^O%rf^3R~=^u#|pKIeTw)q#+mF?EL$RYd$X*yxwW|xmlj_>qLvA z*&+D(42k!@>EZmg=QwON-MQ912I<%PZBtCbh~gyoiVG^OJg&N8R(XbeKFr%fRBkG2 z@fVqvg?=M`BGsws)kcm#jLf8QO0=kxpJF|6)HT&??R;26GROvQQWR*$hA4O9#8H$t zHhq7b9>lNNBRE(h{15FRjKu-$gpxkZV1_=x_GdMo*L!a;)nfrRteHbDle5fPd|>kI zNtuU+TOuvmijr1N{-ODX(g}-ibOIetChW$Zyk!At;`5y#x6y$z(c0ATc+bMLWWv3f zxolJl%sl@~lN#1R^@xmJ&7@`VkX7BhWyPd5*_<`m#A7`JC#p?eJdu)PgVX&&MWFN& zF)o^Lr3%rVF|7b|Cz10fAR{3t%1B!Vg_}B2T*VBbb{tzXjm^kl`1ZYNFKAxtf?3)b zMc8MnDkkPp%!n_dC8gf3u2Up2S3*%#LEc}&Eze6W-rP{sKvUaDX zaBge-)P8-_AKci>Q8aqaDE|RNTqRFl<()Gd^Pvk7W1J*2t%13h+1xNaNVj!xv1W(_SNxV_s>rX(QtoQis$T{*Oxl zFEpFq=eQmuuFfaY-tz zW`o5X@nH_P>-po^flPYl6}x0BqkWdOy3 zLO$!y>#dDP+JEPzEr4nI{2Ty~4S+jaUS8f= zO7zoXG(AP?0G!fft}^ldzV5s^Y)@m*A5Ijkt&eB?xLB$6qtsUagUBeM5I~$GeYmX# zWUL`0X>yDg^acQMe{ZY(CoE}Tw!yNHSfJUx0Q`Tx$#lPY4tM*4EEsdZqoKKDuM4LD zpdAr(HP{E9Mip`mOO0O2AA63s9wNYrihrgS7sEoJ9BlCKN84L|om|~ezP{>%LtUsi z&L{89|Hd}~7GP`a%QzJ@KPa`cNB28c)fL|V?5-Ma>y8u^J9#L+oNl&zwz75-A%E#j zO!1(Yg}s5JVzIf&E?0+uT(sx#Y^2)JT%2Nt+b~=lME=M%JC--M%A7? zuvnN3AuHh|=9kjelcckaL`_IW$hEaBLp!6h8Lh+NtFbyv#HxlhF%SLt&equY;P~R~`uyV75IOlMAKxYe-6{)N zFWc}0{rnd9<`nt(06kYP9mRMLEnf*S!`j4JfKgB#V?OAqGRYfmY}-cHyok1BVCsHfMD*BlauQ{2RUi$=qLaxb5T=U2ApCC#T+i; zU}Xh^gk(8?-AwBU3xk9)a5XnGL%?B&dlBOVVMJc&^fB(*p@8y*`AajL4~0dV$WG95*W5Ct&LUn50(**y-xL4f&t05kiMS~Ti4 zs8K_sY;0^|^vAGp#0(6-QWzh?6TqyMRe*1oS60l$N!ZxXyeo2ZD#ige?M#_!YHDS` zH1OS^!fM`vy)?EqHt|uNsHmtwNiWJcua~R!#zBFB3jD;x`|iz$1n9kV4)tYalxEqS zJUqr^egN;Sdl0}@JT^09?ljQfF9@CR2Qb3={OksRN|dXIewbMazF&N50aX-3nb8}TXIXzdHyRh_jSIO}6&+N0=>12IoBebQ5$LjTqC(abp z)8XfPiN*XIv%Jge;Jx|br&gVwmE1XS$LIczsvb9d9w_PZy&XGaTfzl`J{Ce*=W z``Eim>Oaa6g+wFLSXNYS3ujpk&`+{{PCmsh{z|fOvp*f?MbI-j5~t38)`Jx!6^U4I7%3pb)zRp0%sT<0&)-@RUHyd5^~g_kei^CVv>H(v@)` z6n_*2ATS9w_oWKeXl_Es+H*pxXiqu07%TcZ)5xMUf}(YQ9RWwa2ae!zupv#L>#_pyZ|To!@n0t6F`!IX|?;z z&~tgTV{Kt!@#oL0d9F`MIuvi5Sze~}F|v5CPgi&M90pk|ufwijiEYKjEdafoS3fi~ z6uJ9m_$z2(X-TztB%qm#iz`6oTd$>n(jc&m0Qcej>7t^&turG-^QVPctWUC_g-W^P zbMN`n7({LK^S|;*dD|PjlaKiG`=qF+9NsU?`(y9>j&=&8kVJ?Q zzw~p2CRL7w<>UG`f5)p(|9WeK)nfNyTki$`%j2!_ez$LZzW`cifASw6EZ-*jo99k) zbwKuk_)L9E$K7G~SDV+@`#w<5N(1vZO-pq)Pm3dDndYs=wvtd=xn5m+Y*g?CAtBzN zuy*~d)FABQu~^g?CzXJ3CJuRVzssu-h+9R1d}_8wS#GP%hYjWEE~O= zq4eig89ddF+mE3&?bQ!vChTewYN$tWxq$2efd)Sg0}IRJWE!t{6HqG*uB>1PVw_jt^txTG7uVLt)dWP9 z6B{l<%*N6O38|>6mS2CbH=6%i)YZ{pWUep)7E#pF8ZR>r$Is36{dxkBhaoI(0TiW_ zhT&K|97M#tHpg(JTPka7>oTBaYSXE|Y_NpYE7>Z$rFmQc)G=5;h#jcYjQjgA98s_KtUoPn7Mra7-;bQ@*G~yd*>(U9#*K;>wdqp9(c@WmtDxU zoEIR`c$=j5IZ9Diao*V2P*ze>N#jt%Q^Qc30E{CD6w}samX(zO2<~4QYI}wwFe5M? zfUx}|%lDIRfO$7)h?z#GUGf)JIHoFJB<%a(>V0NnIkv@oaZ!Hsne3SiBhH6iT-jJm zC)$YE;8qs)p&a7ffYncVqgRwXDmd*owE##Yh&ap6*xqzAzk4iSfYZ-&^~_35J8h#J zZ)_JT0f&~z*S>l8P4cNkjcymG6lwa+`R8t04|4qG=iUcb3ws{Li`{mY)B8ncnq|M! z&GeO~TI$T%#r8kXBZjUOePRN)sqE20dfY4LsE;J_4|hBFf<+Qp*8@8Ef#@N8rC73Z zGm^t~%cx6Iqu;txS^0V$Iiz|L$dt!#=dhd2T=-g`N`w8x$^*pKNtmE|MMw-vaY=b1 z$y}$YUKwCGFz~B?*Kun!2p5l)iIrp|9l=ncV72>~7+1)3Vv0+Q^24XloSS5e&+CEb zQ(<1H8aHxv>rGboL#}jLAg3~yn;h&eKCx5}LO+gAz|1Jp)JWCIwB&1A@DgoLsE$6c zQHYLtd6-_~$>VktAFqq-rswfa)7Oy2ozYve8WC;iw3UtZA+?PoW<_N^|6U}Mg&@$6 z*_4mkQ_oPz{hEn-u9|?cu9dZ~9@_vCeN_2Z4ao{*i*vk?8*Gj8au|QqfdXQq}X6O|KQjnOZUFXJY{d zJ6&Kg4d@Znc7W#0vYRHJNYRyDHDAvTqkzp{z8W1UUU)0AsRd|3jOHb?kejftP8{CH zsFLK{7>yiNAB0|5YxzD`;NF_ybrQeQE^`~>lk39jT%1!WjO|xNuv}VOTkS0^`ve}R zr{#-vdVT%;eiRGEpR6X@0H1_{!YrV|1cc5$xnx2b2QN?0cfj93m0%zN73CmhoTQ{h z<>k=ef`2h3(Ao{W8yXsb7Gq*!`lMClh=9xt4GjT503%;^c6QR4SNS=anLK8bn0Z19 z6#&+PniL+C069511H*4!UEL?w$3Sq{#H6G-Qy1^CM6!wlcIRW+USYGH=@PljWT%xH z-OTiKsKdBTu_*NNiWf3M358&_&q8}zAw$5RqkI6%4qlg-C!vTQn=X-Y!+fU@Klwpe#!1+{{3btwo!1uY9ET#kuC~@V^jI4j}2K`EI zFq=#dfK*O#{ia`Qccw5_Gj37le+yLHcWS3amswg3dx{<@U6FVye`I*M+1A9yU8F*P zx=HtbEJoX9`!MHk@Sh>z;uY8R(bc>gfb;`c2TYWHbBL*TIA5Onj%RtBKY&HP?pN#S zd3^OG;OyxCH8g4K-Fo`v5WvuCiw8)_Z7nwRH;QiJ2nZ^R@2u29jrQFM{8-gQ4r2EE zDW*~#j~+P|>mj)R8Rg{W5H3ohmQKthLa_{O;)?jzXZt22jHHz!k(L<21!u?)2aqGQG;zJ3(ki7xJmF81dbth4BCW5`Q0lnV!9RT2~rZvXQNHYu>e$%who zr^I2L%i-hh zpob)NB7sEW)))f^=OcF&D)=ZlH8nI~$Vx?4;(&#jSv&@NsdD*jp|t)I5)QM@bOL?o zk;QzPlauq)!-3y!lam$t_jPX72|-d#4LvKs{q-t!oF1df5&j_^0V=YUZJ`k=YIPJuJJ1@ zNB?$Z`(kFI#hkk&6I)+-ZQz!40NH>@32_HKe^{p4izkznoDl7f-4}b>q|w=Qe9;NtW~PviE%G#Im`yWSbUq zt%GzXVX@1jt^rJb`abtL?B~>wytp@?5^R>3aNU$E7jSG>iPA~}3WQoTjwVlYqw!u< zNeveKgE{L=t{RK0(f6t&7JM_=n95b2CANCt&%l!v($WqknZYJH2m8&$ z344$^WA1{+1-o|D{*##%f)GJlG(`_GglBs1VCdt3j^F26*X$+ysp&5@9F6q=(0ePi zl+AtDu>Z9@Vr`x z5{R)zw-aI?w9Zqh55ae@AH0l!)4|`-7}8rw6_U!q(J`Q-vXVxvrvM(LXkcUnQpfmk zG(iD!UTq%y5Mmn?Bc07UwIaZBG@eM|4S*Q!ZShY{ffM{?%Fl0RW(Fked@>#KJ{W<5 z<~(U6$HHQX6+*Egab{p-McD-FQORs`%D{L_STn0#=$KOCNb zl9i2>)&J=EW+$$;)BOg*d9%aST7Vi;DH{5H2z4M)5Hck&<;zg$cLpL@Bq@>(TAR=3 z>z#B+y>OjfpVh(sJ^*qkd$D=vLCB&s85tQl@Q}3@eup?RP}BQ@ zx%xi^vAtM5cv5DXy1TnuP}ycwmY4T!5&SH7!}w>~mF8@?QSlVY~?0rKs1{UVK)Gx6#_vYGY-0>g3peb2EPU8uP>^=`Gn~`SZtB zZ#lB<)ZVSf{UPk86#=J%nEp5=da;p!dIP3s{qDNOJk<9^F&CJqXT9B+x9{yUrumEY zd$u41MY3i;H1{UX?_UX}pXHxbirOyP-@JZ@jI&R4Yd4?eblR!G5ZRl;+S|2RT-`Ml z-j*7-eJ7oVm5*Tz@|QWhXY1~dI4z9?-gT_hI(kd(ppbfFvVKhL=Zh`+`Xt`n&LfbG z=1fIrNonf;5Ye5k75tbk5a{&UsOip%gWGD|uT*4v?yoYg2Ew}a(xaXUPXD^!9LIRI z+FfC?+*g;pqdB_72ZQI-;GA2>()yUF_lErD*V9-1$4q6YtUM4>DDm6o&qK>3&fN#f z2$OYs;hNepVP@@-nVn4;pVzIw&fR7{sDcL_2kd!nt!^Re)5VFi`3@eNk*X&Qxx2IT zfocdw=*UW~S7pANr3PY&uZIceb%Xu!Vl`g%qo;$bFpoO$mk@g?Qt#P$jI%~pqp!<=vv$`Jc6%YVLmojJ@L&$3tE zR7`fRde0buK3k*pNb!tU+@{lWZ`cg-AV6k$*~y`hd%oGUn^Jn1Kj}QXn+gYZTla=6 z9~Bb}sQ#0Q6|%0?1_O=b$_9zFqAdNEq(!Avv8tkDMLpV5gzY1%ts9Ml3lADXOBF^& z-qv9woGC(pL=19DCJ7x8MYF5K8_0|f{WVo=cVzar7(=ojOf6du@6-!q&@Xg#Kt zi15xZBrz#72hbc&C3_BQw+UR}m?8)EoT2c;hHp{BY|ZV?txPQmi{M^uC`cT;YKNJuS?_`8X$fqj#V05BHYVL};9}s2eh^ogr6Fe%Vo4*wb6qj78l#-_|if zz0^rTyZwf7knKCNC%7@ix-m^SG*7`cNISRAJher;F~&PE%|JU-%*NYNNYK$w%K3|E zU`Po(hFmWNJm-8!{0ic8PZAEDmQPBoDaZ&6{a51NWSYtaj4^Uz5cuGLK?5^P1V`so z!9XXnr9Yl^F7LPT9`lLhz2&~Rgjb1|91XK3nDef&J0+tgE2H6zV?1*qw4C56cG)%1 zXkZSBx~F{PqMYBw8Dbz>vTC=?^kI4e8*cq0NnZ@43m*E6lMvzb{*h35~5 z0_5Tdm7RfBpTKo`@11CT|=#l;Ja&!z*?Q4bgm0W0m!mfwBgp+*;jl^hihw%auz5=W4ZEG|9?*kFkf4yo!2iiTbuK~UE_FH$By*^6%;b}5K z`ZJEn){Mq97nVlb7rQB7zC3;y zd}dY>_2umrjqkd*P>2JuEYHIHdIo??dwe}EsVf&H=D(idugaXJgf&h4G>d)nmzCz$ zX{pa-A~nlO9X?Wi^oo-U!sfn3VYMI> zWH{g9aUH*&mMUa}_?&HIv(wdt7T=wOeDsReMH$X#{4*}HW>+=@?3-Jy*-gxD*3yi2 z!1FWl_3@B}TY`PQ^_{WJ`6ca1J%01|(MI2Po5dA|@GHZ|OMQ4`hLxpz3B~25)c#-2 z$^NUFE}j3&8%da%w)Ra9^I4jgd)&YK`+$>92iQD2)~DV56QQHS<^X=)($Yo`hl66{ zTtj@G=ArZw`|ZNq)5@J3uE&0(rXNiNubjez{Nkv)C#RW`aTI&oEJM2nKY+BOpTk@4 zyM>B(w$kZ7UisxY(%EQht5#f`#rL{5^gE9J`Q^&VHR0EBhR;o5#afHn402ZYLMgu9 zGYI8?1Owd;&sV#Ay+ubo5_a^H!`{O8w%BI-^F!$0ijzmzSX%AKkboz4dF6-EL_30+ zU&oXE=>!_9Y&ip3$mku+Ob9j?+0R5*R#pZ~zf6d7p4?87F1R= z)lDXqI8GAWloEmvW|SwTSx^_X&(k#SaQG%O@!+(&;EZIYbm?N#QK@oT=^wgwqp1G* zi%759ETUK!XWLBuYD7+l)!fD4jSa0vIx-%@PCw!F^|mz9w6b2gd=`UUKbgX1cGpr} zNxp2KL65bps*3)Nfa-FHy%G{70?!sCH)h~mZ6PzRnnqCqMbvlHD7hKPrJJygIXn+y zdxnrYbhRxT5;bF%iG#_lsfi;a1|i(9^&4~FE)8i0(eSV62bBTCxj&e{+ zV10sgdWV;!pGjb>lX0nskd0A*jgp3maB*gPT#|OLQHl;el8`cRdu$ls=jEIXmv$$W z@Kzl!%7Bq}jd4)Ze+A9Z>rKW9V@E5SW|{>~MLH+v@n`ESxL`|^c6Z@qOQ55%l487m zvRI7B1=ATs<|QG4FHI0I9!fceANG}_G4lL7G#h+%V|n@cKj<0&gPkg}-`t}TNIFAO z-}!jbPzN&^8;%!Zbo{l2f`WqPA3kIem|c&<9!Pwg3N^rCL*YpQXy3`*-5f|9;MKHv zln@*cm50C&eppL`vIKt)^z7ddJ;Qw9+F&g4V$YU`Fo5kp2B?f@ftKKj1nZ=vq+aX( zqhSk*!08)AV*@Jh(Z3w_Ip=LL_5;B&48n2|tA1O|Dq)UZpr_r*bJ}!}QlKrh6zA6Fya= zko*~)&Fb(c+rvG~P>5{o>&y9J(+eM;z}?O4d6LWAttZ!G!`eLGiR6WmfPeswR$dS9 z3|2G{WbjGY81VS&3vD8CB_zbedA=VnwW%^JYT#nyrNzYoSU)inn1zs9hmeTCYq$Ro zctMB0K~|CJm|sesfOlyNkt0?ty~KJ3(O}t-1KY-p8?jVy@}i<5?1m|$-3AZF@0bAN zR>p=_Va@E=u>*=)z~)>2`s=T0x5<+yQ&jWcrONP3B@z#0B66uD)~78@HIH#awa?l|-f z3=W8u1%D9Xp0e0Ygh`v{MXy&N7coDRyNOpbl);$ zFl|5c)tAF6x{yJl&km|F)z!6hL)C%*$CfW0r&3(rZ|$|qHQYF#|Eu>jPY=jfZsX4J zg%n`{Jv>Gvymk6i85;~T)#$AfNVoyS7-KJ5)gp)N6erfM9w8F# zoKS_=0UBid?2w@A?03kT7A*>8Qh*-4wRPAK@Ygf;=DK`fKcHz{rw;Vi^CwS=eZ7G# zR%g3%=wP8rv9v*b%255_>eX>_`8b7~Zxgw=XZLVh+t2z`C^Ycw@#95FiHqx-v&8S2 zRs*j+_|4Xu)ks<0BR>cT7z*uZ`t!7)b{S!Zj!zc=qQWwb_{e@ zco>wq!kypczED^MElD!jQ zZ04^s+SwXpDvntQTQpLjgj8)Wa#hOWe4R4_9I^v6X*C>uG-9n-Boo_uIZGq_rOne_ zhYoGkB0p!yylL;up7HjK;y0&F?l^N&+v3q(hjeS79o{ZZIl66dhPQo^NfBd|C3p(! zdr3o`6k14ekys&=D($6esaU6A>=9Ixg<}>aTRUFKR%0}%)Pde!UM>b_jnrMIh^*n2 z5m&o?R=vFJr0z`;Q-WR6!i;(8wfi=U@7E@EVAq`fowEnz=M3!Gd|=Pq0lgSzY1ufg zhMP9h-!&=3Go_|iVu(jVuvqvVj?K`D72OrcnTMYHx3kL%=MRz2^R6!{Fo0 zW5=4GLk=1=2*}3Q?LZF#WU`@91MOl9L1-CUMHCl>-RR|j0Rt!`1cM2zAR7eEgU^!5 zWE8xEf9uw*3(ZXFCdQ99yJ2HmX>HG(Ig_?vfh8s;>h*fgtb={>^Yb}AMQ^dF0s{l9 zW9s7Ch7B8VhS1PZn(lr3_5pcbU52L2!o}zz4N-A%G48d>(HwuGz5DLFln8=<2|zF} zwvituZcj`QWjP>=s$4FoeCb$$1qB6%4l$Wmaifue11Jp`q+1??2Dlc9MC5l@X30K> z52bWxxFUibTw`^DlE{by@T`3K-+c28-og!a@#3rMr2nr~Zuc%<8mExW@b{yPJczeBA)2ihtq44s73IuVaWC0}Qf!Q;;ExX2#0}B8RX88CNdwV^+Vg6=2v+;|e z48m0KWxaRl;@yh5*17iJ+O?^!rcDE0^^675x=<$LJ4!*yE=x;2x$dLKw{K6>Yv@buxsh0#&_rcGVbrq#i@b8u9#kJnUJBYBQp`}XKqiTM4@4DwTY z@%!`Dxy?5XEO`3x!NR!cOMCZ#Vn&MXS7ewos2p1G9tL5*<;m59YgcCn2OVGeL6v>p zI%4P-Z!>oacxO&XaFM$^flGsK z$4p(al&!gc?J5RjalK@I4VRtc3URDef3W8ilgo@i|66C7XMJZkZ`wL^Fqu)vDlyX5 z=JJ7k-2P`aeT8dW+olb-<;JNW@L3;sZ2yAyyMJ`?B7p7wnZ>V|HEO56_;jeP?I+#3 z@Kc#BN=Y0c5CCRxo<6-GIufM0Yy5b8?!kGpX@@6w?~D3z(+3*chdwpD}4-V7nRhg6b3qLYB(x`^op8}$~Z6QUWm(7BC|Do!eBXVUfwacUW$^%MyV5*eRaD3O;&Y^#^p)NX6I*GGfqLSD-s_jC2lo7#_u3hUDjOjgQ!PJ5CX7rg^+^u+8+oDOGCJpb_ zt7WSg)4&Y(-t}DL97PGPPBCtpL~n7bw=CR6rB?t+#7YsEMFM8g%2~5TMP^~*T-ZMf zUH5f!^D;U)Y2+?iS*VXGJ+5}^Mk(zY#^xr6bx5z19qHA+UTB}Du|2Y4`m}6N&?$RR zezSqyniq6$KA>B(xAL>wHA$*rRM+%0#00y?1e@YQ-I8i~r$z=ehzd-L4#=q=(JU<@ zA>7l~D0NZWxafq=dXbA(iqBF@?37|56K*4uDWp^~UM3@Ek(HU7j3$swhV>VHknwJ)gK@tnIsCdl6m{i!H6`q}i z@%7TMd5^8JrOF~N1V`n};{UfZ3)DzXPR``XjFtc1y?b$SacZ?1VuRw-$*cd?ty`4N zmy;G;1C@X#Na#|yF6p{OixxqR(BoE8fK|FS0fJ&o@_SUIsk8C&ooBqW3$qytG53Pn^@ z6tpNs!BDZeJ$v>*fboOPxpwvHRUA&*3~+%#gHpov0{0>#Bf0H3EvVCN%l4I5SSEeMjYJgKaJ3Gj^%6ZjZ*67kC63HJ5imzrPKqdpRNsFzM(9 z&J0-K%to(hR51s)8&nOh2)N2w8~;iJP~aZKnFkLZ%-@btqVkux-t_eJk3RZ{kCOy$ zxNC4@&YCrgn;*C=vx zeO%GD`*G)v5Sjddl>1k&{C597Vd`ep6hH_g?;$ zh2K_S#iFFdXS~!app4sR&;0)M>9;GG6ldEdj90eij4H*t5*L0{25M;kJvSl5z-thVGxGf+MM6< zHNCuZ{ztIV%~MsUf4q0;5(cx3NgREAl)do%>`d;h&))1YNFXRwC`uCJznMD+?7+RX zd-BA=40lv8MwfoNVWgey!k8$|<>`m@>u@34MwEZ60AAkDY*Z+d^1brVFh}pzsf~}D zq}P9t-T2g}<+)#uEnAB9u(W;(U%eb#z7*59mRDhoAavKH3Q?jPy5=!i8eUgH=E?p0 zi<06;*xH=kRQ^;7#sMgpZ;whHFC0}1Nj90Y{7vWo+eX=;EP!$6GVRQ`Oc>QcrD@?`_KW)#Z3AJng|OQVr`8#`%V+ zB_h2<5a=vx5b9DtP@U>0OZF5;yUK$Nau1bED-|jv0yh_#x2LdPJ>TJDdre$0Y0$iB zJ?GBuIDJ}&X_N9s_iNWYsdy#Q<0$yc@&>HcSXf ziwka?9Fb7V*VABc(%8D`?M)71N3F<7Cw9@woz)7xLadgFRTNw=mk_fkS!;`eIE8Ad zi0u`ORf1sz@)=W5V2(_}#kMd3^-?SQO9e+Vq8om#NyfE|HPet42ItqPl$76?(vHzd zR0>O!jV0GHa6_wBsVxO4nQ|>^CH}N3*00P$Ivlf@gJszNQ&ksB{JuHYaln5-JPR~7 zGy}Q!L$Nn+-drdY9y@ky&6+ike*_&zjvRr~t5Ui{UUGFF$+Km|h!G_Fp*Cqd)grGl zn59F94taTb^nY?188T!D6h34>$43+kQ)Mtq=gyrwb?QX_r$?+HBU};agLD3&SeVKh z9{La$PMMh@K}{wT#2$`?LgNBk=s9zb9z81iK0*C@czBT3x^(H1o0}V?HF^$_$pyAh ztxTx6KbO%Os3H=Hpq6h|yB6EQg9l|Y8Fcs`dYDXw_A)Xus(;ABg$tps0fvQqh z8y0zIfe|oVxE=mbI_Ot4-0Thx4uDziR^r;OUAxdX0o$+)_@OkXPMu0iOQY(v6g2wkugA2aQNz&^@wH<|xh>aEoERw-ewfpQe;`wt#nXMdpZ9MMt*fFOdXF(Z z?6qV?{{7jr^?9AKrJD7}uYG%Tyjr<`#b~3*}Od6s#I__(-w+Ppq#O5N2)b zmW5KuwPR+s`sMrMb0WeXSo}^mbnOE9efmo_3*Uh>@+`0x_|ZR?C{_l zrRL`Q|qk9z*PZ_aO*EgixeBD7nl zPp!ykG|JWnoxxjQ^?RGk%DXH*ZH!E66=1%xpg%Zb+wgKi`RbjwnEYV8oX-!h|ALWR z5FJ@L!S9(bKc81OVg&nHqlC6cmzWb{u5Q_~KabOl{P~x0Ah?7$ ztF*}&`LR;TRHN~sWd<>!qwGa18e9Ly-8fY`Nw0mGpWc6dJG6UuZH+v^s82BIL)8*b znZ3Wk!KhKVs%4=jhg#0+Fs(SzP20rXG1t|hrHj0)r?P*ru3rt=_@-gqLY=#L89TXa z(@Zjx*hVLnY0Rj?B(~DYcU82TA<9jj zJYnR8x}s<1-8W8B{7SR~M6$Uayq6=#(|wog2hPWXIR+-ZZIg zYVGb>G3`=9+9U?NnH|@+MQXn`jRtmZGN@~_p*?bk^=dh^XNwM*2?5SZA18T`r!F$o z6kppTEv`nB26bCyCS}!+c2)=-Bmx(etqVgd5`$K(SKB)%BnG)muaxVRQ19RZhFq9H z8%r`Sq71gOj0ohSlviLDHkd_ZHk4Rurf`rVWizD7`A%h3F$?Q~#(<9{KbVw_sh3eo zF@+hOBx(z25RVXjXp{DcKK^EvI z#1amt&%)vTnO}@QR+)w0D252cRDI-Gym&Fi;Qt|%pim&PwN! zfWF$bYg>`>vuDrJ)6=m7KQbM-O~KdXnur;}gu1%AV%dN}Ncm$->esK&&rLUB!US6F z*q`(ATD^L;pkkIeQri5WB#Pz+w}N@kpFdw_A?_-l@K?V<@EeUrTU%RPTAey|UJ-iF zZ$L0G0^~YK3imSg=dZV|Tesr0z!p9-V=2;|h!NYncQ1`YQc@DVi?=X4xG_(hI5BYG zK(SctDc62R~mc_VyUBR9ruCyy|}N8V+C8 zqS^eYI($QeReN;%)~ukwwH?}G_sZ`+xOxS8cur_A#hd(k^G30c*Q^?WTwbh$b7rsW z)Pa7TpWMAOuVz@0$$0-K#-a52Z%^jcsWsWrfl_akG0_lf7bPV=ePp&}+${Z}P%2&B zB8ResUH{=^pT_N&5ez^ZNN)@Aq`0xp*tkO$p+_T=&PlP9;17&=BO znPM`>wmkUx=OS0ryzp=e#<_pxCn_<&vT2h+0>R0T%^4lhpT&s@n95scPh-Hz)9>uY zuZ9T(n+LOA5HDWbK6m!nlP4Hq3{e?tZMnRE@4AldK}pLSrj@ZqrA6^^Lv7ypk#$j{ z_T=u}nF0Qzg?2w~*~HD!C;45+O2of>SMFAQ<lsr{ zS}K3zu1Sn7X>HrqoMYRm&pt)xw+^v>5OHqHX7=#%4DH81STTf`HG*sC%&gF$|GR3Z z|JUu%?p+~DagbaXs*?ohr2!@fcSnt@LG7xQ2f65K88z{q`iB0-My}e1j*>L3pp~bj zTbOECn%9P5t>3Qg+TF{!rL!VNCo%}%AXFhci-t{sr4!rL_SR-cdo~GoXc!=gcehFO zmc_Yi!yS}<8o5a=*Q%hW?HpaCk#$@P2DF(vcjWMrXbZa;HM{;a}Yqk1<<^6wJk z)-KWz31;z>MZ2q`-K0t0(gq&-Fg=(>YGD?!(q5#Jh!mE}@3JcGEcW&wDR*ZlcNZrI zwcJr7_i)lhh6U8G?cX6is!K*}i`c-{34zTbJvucA?~#=-pk1RuowEn!Wf$aS5A6TiloS8ob7|Ls!$5zigp$<#IPhHwxk6UbA)0Q&r+FL%-F*I zu_hHJF#3-hmr zjr6Z*XZf3B@P`i{o|Towsp7F?$KsbA>YblNt8?ehRR)rO`|Y<-N}Sj`a^whhgUEqy z=MZDns#O#!Qn|Fs@#Dw+{QNk9fwSRo08ZVybveXXvt|v2ic~I*ck<*(98RG$Wo-Nc z9Uc)8!O1qLJ{(TbC02){OU1=zuUgCk=m}~EDwkuZJ9q9t=SUlQ^aR2_F`7MA5$H@T~K|w*4>(OAXf?2Sr_%@VJKKX=#SqRn+9y|zb+_-UL zESt2nG%Aimo=BieZna}w+1c3vY(bzMJ9eavlwN=zDbuoLOKib8=_PS=cz8Gz1l9mq zcCb(@LmVa%ByLq@^%V_VPXSO^*lpXkttNPG*|G(z6e|tD!Z&$XHT1Tc9#+(-3J*oP zaSc%H;le5L{u?#Ne_?w&Mp(#suwt{puL zIsHLa78w^Ho=4g-Y{l)cym6!BAD9>UogdFmb~G%Aj-t+h(Z(s{D;hWA3=Q<0SHx~J{QZi3J%44%;{5jQ z(*gr_O)gJ4zOq@9Ne07H_U1ajecK3I+jSio(*Nz@LpETCF;^|ES8uGnh;zicdFIr3 zt-2&81~|E6jcpMN@p3D4=pZDD-XB5IFOD)>P(8wUq#h39Afq{bL&lCG-l+oce~D+ z*?#)F-DZsMHLPdjSjS!|#@sM%q?1jYyENWi9`CM9^3*1K=z|SvjZ`8N3Kc>TQHg@} zfMUZps$dqv7QmE~M(ytGXw+*RRSGAK($C#BCcvwCOs(#j$vJfbn@0v@gqoU0c(zZe z*{50JpbqJSJEafl+;CXei~)HKvrxp3p} zzWWYWjSH+C{0k<6{^5t2WM^mNaKI6FIFJf52^aY1yr*v5xIq@8D#QP)Y!HVS5QuQT z-hOQZQeoC0=D7r1uWh(AbPQm7;U(d*Wh}troKWC@BIFq&oSciGW2=Pv-o1O{U5Ys> zV<7_5q|s=&I+zs9K5En`%oL`8BJRoP#wEO>*b1Nr#tq7xmMA6*#Er@2Y%vhDSpT>q zIA1SdI7R4#Re_~cvJ=;fVWhO%)Ua&&_U#LmUd{XoWvqTi_i%Dt3q`3{r%^bSfX!0= zvV_3c-lRzrta+=#sjp}hw8FoeFgRIRS?C+bs=y6=^b9r?5AHQA_!*Y8JOBsGKIb@E z#sW@oa4-OwUSd3fe*XUcU^+}Rc>v<3!zkdBF1L3PXOpIS;K_aT4l$x4q zG$dokt5rw@#H_+_iIVtuQL)IJb8A41Zq; zY@kg^LhSzO%;TU9-MWmlv%Ab%3O?=GeN~HQq-n1mIXqGzm|LqRo$~3gzrI&DVxmFE zAqIBaI&A0!z5c8I)^&D%yMJ$P&Ct~?npbH+p?33B=_CjJo_8m`Y=>V?94}PJxTISY z+wxg&vvI%lllAi=YCZhLyx#6zzBI+;vMfD~UY^;+`_V_Ud;j>;n=;g5$%kdH4%wwKc99^;qgGsppK5E}?tiAou-yUVh z^u=dy_5?C~)&HGGw{Fh}^dk$%imZ(BYURx{49kC*)8wgfFe{+-bC(?Uh63XE?Xd{W#UrV~U%JPl$KUpBu;KE8}0(Cq42<*xAx) z(V3Oan$mhWQnKJ(H`n(YXYk73oEjsQtZiE!9rN|55kssaah@$oNSvtC-l!BAbnEQd zu~NyWmK52?mMtDFkrexQ{d%)JuoQz24qeeO{crbm`77<)-8&jN%A2@4G&Jf`owQ-L zZ$zqOF)r#DSBF?vL!65~$w{4}7iT&va@@5oz4gsK)GfSJ?E($GeAIpY47nynlvZRC zzoC`bX%r&0oDG_g%5)NmL2Oso!!akqvq_j!BR_cqZ%GmhEJ@yq7!PHbQSRj+cT`F> z3b96JtCQQ+spV5Rt>3s0it=X`w=J65b?Suf1zj6QY6fO{HVu|WIol+-$r9X@NgnDH zFNb>Gj=_#vFbJ51PbG4a>#X3f%q$uyLk%j4*g+-tGCI5HG&+UUS);09G{pM3XVwkL zjtpv<5Za|tR8C!=W)WW9((4wqsz0Jrqk*kc3fiUgZCfuT(#z;z@8YO%chP#8G(H|m zA0MrMkTEhQG%hwmr;s?vY+aOg?s`d(heM#7&ZrhSNF`dCT+fgTS)jmZGGZ1kdzd+P zUTUsEuVOQOamEpT_AnWn*_bnH0vY#?;;ZzWfP&njQ zwrJ5JQXM#a?b@{+I&_f9WDwZ>`}aS3^k^BIwamf6AtfaRheJkw_~D26M6Fhf!*g{>*gYCPV$7H^6c!D&R#H-O*dQlvW!C=7PaF6tHctJq{6*Otsu;I#;E9vmOygU#SnN;vE z4yURaP`~&;AC6wzAVFu(o=pPG#>NI8SGlr`Rl`ipojaGzVdPGR%YUs$+0LCip-Aa6 zF-;gQF46SM+JOTHii?YJ;Wz}-H+=YT@I{q-lG_zp_02b2<4k5ROPPfs0(~@X+7wIT z(4j+dad7|>e&;cdm=4HbKm=x%zy~vh8CR)Ppq0IQ_r}M^Lmq=ru$ZwP2-5M%AZU0>QHA}nCb59ARBqqC{pFWmW@cuhW7RK)SjOHO zL<*B8y;N>hZn$wUedy9Fay4L-XgaKdcPck8ckWC8i%RZZx`bn= zx|`1N>?V(HT%Vv;7YGDv+Ez%XT*gF66iv{ox!{p1+ed9$&kPDAN2w~?(?`E9sh?8h zYWn%RZ-4sc;GFQ#NzP8wJlt=cK8-DNYlj`0Kabn_`P1K4w{AH>t-7>#@AdD$Ul0>D z+2}GsqyG8WQC!iIw3O|I6^b1{x^rh{jlhz)7>M~(pMN^t&u5%kH9xY>gP*Tm*u8UR zNB|d3^2_(ffjgsEN8y@a;(ID_q&rHT)q0`TYcuo)S0N)ebw*nts{o5WD+kk z&*C-~^qZ*H06_LmeRpYU$^-T{dfUk1^JD7Xy?EjAojd2Zf4wk1W^KFHT*~6BM-ERg z=s(Wu^yucz%lr4e7gcvoM6D|o!|Km%*$l+kGPr`lbWhQ{g;Md4TQ(hAvUovEBzYSG zTNXst=_e4(sTIcAo4_MX^&GYG;_h9KZr|EAdgM5zeCPPFd|S+|GiNXh^Xt@kUde?6 zhi@4?XtJ~8(Iq82CybrwpvPdYvj8Bq!wct+Q^>DcBAEW6?fX4Da-G$!Jq(SVRLwjc zvt9L#jN1Cnnq-q9+F2LvqDgX6#z+M@PVzh-mpp%$c7BEiI=gfS(Z2$agP@{%We$>P10bv)F8&MK2u z;h+Mx*z2VB!G10Uqq~k-JTY(Tb z&(yjBjpKrwCI+{N4{9GD+AAZbU-Oi~ZBh$bCHHTg(z{i?So>i!HoJ7IU^_Vitd2pFbC!{nr~r1wa6*4~ni?vu5quwId%b z(8r)bgGh!!OJJWCEm~k7kPCK(Fo39d_UzePZ@mR=fQ_wNx5j^{J`1GFuwlc9Ab=-y zX6ysH!AYV!|{4u^)PoW>Y2a0-rsnxez0ybJma z2~B=n;FtXTe5=C=tUyu_lexLM*p6c%TIkU!4_pXN&Oe09NNm+G5$F;qk|y*IHKNxlZF5`$7-nZ@CnqO^4RNtn z79XfVppcPCa)GUB2iEV4vm?asMGeCnsUxyDL2G{Vzx`8Ky2M>mj z#`5N${Qmv>m?=;*P2cqC)2mYk(W>E2qlQG?$H%A2{CoTc z@S(fD9osN~cu7wc%2>C+Awz}$S^;rsX=$TIjpCLWz8P@Icnf2jnwkncscgK!bz!nF zFE|{x30NMCh7luM6*b&Y0|yRFNJzly!jdj3DtfhtA#jH4Fz!m+cX&zohJ}RN0n>!F ziWQ450sg&Q#@bo%5mu?s{@3_z&y>ka>(}FFTe|VX4=XYnElf(>IicKseY3Rm{jAKA z#Dq_K_2AMMKfZnYlOEkm;^S5|%lY}ca_U^!qSG8qRc~Kv>wTrGyY{`StE;>A>J56O0c8c}2@`c@BJq&8 zf=Wz6;)ot6XCjJ%b4D{FkeHavnIMia$s{5Y0tiCpf0y^_Rc~obv}x!2Isfx`b?d%+ z?|ZLKpZnwg|NVX+`t5)Ci$DLprG!=L}*AAIkThsB3;@5IPwpJA&3XS9XA0?K1O1;EAN_APzC{Fa-~7mjKHSrN-`+j$B0cx5{lTIA zAL;G6fB(LxpY;AUd-2CVe(+uI_|)FX`=+Pv-8uf%Uwh9hD_09V`PGN+o0=4##yulL zfAp5?t9|FI9{Kee`k8{Uwrm6r<~&Hzy53S6@26FGp~jf5!N?8c-QamTlmtuZ~Cuq zy4ESMyxf^Z#EsRd^UV}n{_a+4yQuR!3I;76miRKD3%d4RLN5O38}uT zn3&#@+qK#nZ8wI>=3vnhW26`wE+_*Hy&16`Q7+PF6I*ZNM+;H$$KYHiM z_uhHgfBfLd_y4DB-h6C!lm3of&AU5-UFkr7-ssJly%{@Z87()jZVZJKr5cG;=2>K~ z(3Z0Z%Izs>$0@;JP4E&lg8s0k6jIH_baN^mZHb23vWbly*`5uhU483z_paWvqvP<< z<~Q!`f8%uD8}@czJJ)yJ!oXGYLt{HSi|KGC722>Szh^?+9t>S~!-=C;9bUV2b;p|g z@X+SD-P_0eR&80GTvf2Pu5DV}v!id@s+bXsTZ#ydLUx;bEv)NqXkd>@DKN9LV5~Y! zC#%JsD_O2!>}=7!_vmzu^mbOg%oo+2Oi|oo$Zj-LJ(O4IxYAC=oe=Skuw0#3cdH*) zONUis7CWoO(4%4N)I!IVC2b*R=A}|Y%qxs6P7yYpO2?{l0b>^6=j|{5@-M|5>}x9a z>k>ENBBnl{4kO|o_#DXyXDhlTUR7Ok_Tq~#o)TG{eusRJ-@PIc9KQSE^gSaP8Ia&!(UK!KsCPE;?WT%7bh5`o3mk zvJjgt#P_u|?#+aD#FcGns~ih-CW6C-$Wm+kvV3@7v%0Uzd|TJrqs6An@=g0Q>Qq|m zwB(2su$zWxK|}YOdce?w5!KhxWbRy_onD`uTqO;brM{vuP>hO0jTOwnY+#_Ebr-CS z*=RXwHAS?DX~i@vlMEj|K6U3ue(mUOw=DkZdoO?Aub;SL;do#CSH_zs%W_}d>dPBF z8C}FIL&e6SLZUU~#Up2qSt`v+PLEj(*^XJni0W##sj;(|FQ=P}&9Sz0Y+a$TZ)0(2 zb7_2QdA@JMvE4n#rn(RBx@7;z`U9iu4~}h{?BCG6wX?5h{q*j>iIL4y6J1wcaj;Oz z8kV-IGrMg|VQ5Fk#K8KU{cE?a&ur{Sc5lp&4{YoxHl`9rV@QpgM$E9>c@}RvEaOJtYmN@Rz%1WfDhr)A_3bgQ+us})miR7?967>-0xqoY|H;>Hk%GUsF#lR#_`R<^e7mkbcJIf}vCsdw>o?wG z8b5gSHP7u{a3Xa2&SyXKl+*n2JD>aPJL>8lIC=TM`l{Cz5hp(WiF+RY)jOX1`@er* zs^wF=cGh;T{Dl#5))Sxn#6Nt;%Ljb+Z@&NDRO+tI<+Xx8c=Vfhn0mDr&qeKPU;N`j zUEOdhI+JTUkV&4%r!LPmPi3P0>ClFRx+Nyh=i?`Gjr&@(sc6G&Ogfy29ZMxHZH&!k ztZngNqp#jhD$!(9^%-h|uKPvgl1b+)l(8Yer9o$bECQm`wl_T(c&`N&jze5@e% zXXV~vcze02y*b=s*Vl@K6)U0#C--c>^{!iHue)aMwmXjBdF$eQ-*w~JE4P?^O}_4o z*`GK1vUWbpaIvvF6>bjJpHj#8d}0>yqag(>IpEH=m~yZwVzs85*W^Q$ogUuOIzPJg(!D(g_iUdXS+{p^^}(H8M;FGfK6&5`R~%fN9qQZBKC`R)vi*Bw z;wIiuTMLP`t&ugw==#>C?Hh{S8_S#8TRO6lb?wQn&8?SgD6cAKn<9~@Zd#gtwwOh) zB*L4TT8&u@r@@NhX6U;yOQoBnVwZQ8E49MBKxR2v#+@s1!U`|7q|%$-8_ps$r(KIt zGtaU-+>DiKb4fSXK4O{GVq)irS-hDSXOd+(W+|6n`RN6&8wUKld->&;-}=_KE-o(q zJi52wXYiTNd}hOj4L^?tpul+&@$yU0J@=K{Z@sau?#s8{Y!?SU?+9Al58pF9c+cq2 zIVMoV&FcHI>1yZ4i;D+Ak=sr1CBKKX00 z$Y0eo^!Y{l@+~*LsnP;f{IxuA;@C|M^-uhcR|QV|$=$bi>cidJUp}o8>BZ=Oe&vh( zmTw}dE@r})X5+^*jmL9|y;*fz%-<1~wr8RigwdWgmY;K>M8aRIGo;O}T|Hcz@*PNWc;hKXtTzly?S1v8h4UP`3+dH}asw*!o zmkL_YpNT4KbH>_yWNkjaHlJ9Vi`(5NGtrKmv8rUP?`$62v7xh^wFa^P^f_ zHs);9Pl;JfH{7su?M<(py=8c7y__m%Zg>)M^6o=!PZ_6ZSlDUZ;teNSvA39J$S~|$ z$K_V$S@6r}{`>DA9UY|>)9b`jPdzmd$IBGD>$|8*Gh^78?iCBKk0Ta^|{bH5c*6!v3f!NA$p!&G|RK>x#*PbCZ`X z9$Xx}th;%(Q|nCyda~+3!5GTxqb1!=(SdtlNP*--4bZ_8K%}jR+ZRt)mt+S7y zrUWcgX-Y=3*_J{+Q^+)BlA%n}TGyE!9oT&Nk=eJs`S{!4a`Y{45&_G?RVQYT9N0Ox zw`X$vk{hl+xua{VsYscax-K8yRElgYhSy}x)oFcA##mnnuPa$1Y-!JjyEb*K?I?xq zn8GX4RePPaWxG!KtsRv(86{4(zT!kK-fz`PSulGsSS9eO#5>DVE$-Ztow`yzekI@E zG**n-2^23dsr+g=W^pD>suMSso1|aK(5Y=DdFGyyuMo4~m(BOT|NYn03Isn_&p!Js zb+K^4z4Xt|{ov7W{_W$B{r$K9>~9|Z<`2I0=y{gSeDRrQ?%uTFfs@Bi?_*N+%v0Ze zZ>s6hkAC>y?|OfsUVZhIzkTdmkAD1P-}&4F=g8oAoqP6gzW>C1_kHJq2hKBd=jY+& z7hd?@*B<`nhd%s`yYBj{FMQ#jYU%^L^xShF>E3?-{-sxcS^i(~6AyoRE+Ji(k6xCJ z9Bm0-o{FB##E%qXvzc&TSRQLM4-^vnlFCxEZ=$)OKi;r67a2=M^Gbb0_L)+^2)d<) zWifO)7*ZS7=fmS`lVcsmSgSHx)`xP&K+YJ<8r^B7FRu@l!Xw4lU|Ji@YrO?yQ${bw zgH3UNA|j^}M!96X;kt$6S6{kxcxraIeC>E~sw8za2Dhh;K5?9^GL%yWi=mAzRy8Z0JaJZR#wFK*-6vKP4(Lyt-kES2XODaHiTb#o5zxLXUIAEKb!g&Gcdux1N}t zn{PQky2DO;skDPRC1!D>61UU66QtK}8BmLBAN9ouMz6Gfm}eGMfzL zT0*N^n?}1k56lj{@z~6DC+Dv|F?an{OIKbtwXkRK>Z^`)U9z?*qIaa@J60!$H?@px zPLFNPPHZm>Z%S?LY}(wJ-L$IESxSWs*|OVi+9!2m6L*=GBxz6#>ag(p8 zvg$mFNWrftzPRZhSXbJ$u`t$ZjhE!HqB304`%6}T!R*cI16h4IYmS#9W2MM&ULD9v zeFb$>MlC1(%~oAh_2*jR#k{d@wR!x&$l=L#H%ztOG*zA`2DWAOty!%%E05&Vk-RZb zj%7?ciC$BbGsZ0L)PuJ2S8mdWGY6sS%IPtSco&Ky$x2XihapRb6o~3dp(W9lZ_YM_ zvq`OxDYIhqViRG3!ig!^Ek>ZuW}vqkDy3%wl-iF-E10i30~eJJ1y2gEJDA=`JvcFbb0s#5%_;%iICM%U#>I~vDJ`p%*}Ub17B zJ`uB&tbsykC})lrB0Edb;et7om4=G)V4J=u@Xep^o2k`HueeS_)XKvvtH3&*8;U6vJb_EQ5BXNIK`xwu1jR)x7CfRlLc z&8mn|jadv;1Tv~-$6u8ZwA;9tB5X0_WJE7!8r$;;5s&2K{*JW1wWDdz@TTjI&c5^N zL)V^|KYVES{(V!We5xrL&Ll$VsM->e#mL0;bVO~jl$MazXee<*35l3Rw+noo9>EOv6eomTHH30oPnxCu39j9J==SpWb4@EZN;S09{@)*s5~2Qu1HO5LB+4`z)M zndos5ykz6^>BwMAUM<(P_$xUv zRo*Pe8@9Lj4sA{>t+V=bzHPbS*1WGf=kL!d{Z2AVIN(#Ah{T=^sTsNxp`04CIJp~6 zc`Lgrms>tra2@jcJmj>Zz$rm!H_0fsuWg(aZ`<$YS<9bN6^%Q zZp`B5n>Z1Q>ed8yr#9Ru#*Q_->S1o(uu9rX?OcghNzAR;<#lN>oz5(kmYQ<4n3&hY zrIOF$4sVjBGS%WfIuj+jRq4Ru?7an4m2I~+iY=ii5=tuFNQ;zoceivmh=70v3aE5< zcP=^w>6Gq}E&=K0pUdytd!KX0cgFtDKlT{s>~VhHcfBs(wRqxw?t9K_UUS~_Qa)#y zq{$v%G}_zcZugLsROxxh0?BH>#@- z%w5y(X-c-53=}1OtmMiy`LN&qqE^B8>ZCck2->(3j^AxvY@wh=hx6$0pGQ@LW~OEp zKk%&vZgp7bNj##bHN4@>Mi;O+=vz}pm+_l%t8pS&(>oXEj4a@3wA4aQ`f38=_W4l`dDa6R22nt8WvCLG;6J^gd`Pw zqE(_Dnhp|8yZ_}#rHLiZqeqqVi)Jef?`vyfkE5LPuS;fpV)w~K(-p|x)Oz5+cb}fEBd32nyoO_v znAp7Z1pVMHuWM!XV@&M5Uj|O@4K`?o*RMvWt`)oSG5bGop`Tgyr;;sM44cRv#(kg= zIiM?i_-ecV*x1DtB#G~?HMj{`d|p#j8tf`(GYRQaZWL#?(21FNb=TQA*j}oS-kPiO zM+{og)^fAJ`)K@UmR)l#WJ4z}O?@>=BuB(;51KN4HQ0u9@Rwx?Dw+N9D$jD6{kaKL zv@nl>fND&q@X1}qM*K4mcrNRjk#am58$52>#KPltU`&_(o@41HIkwAL&Tb1XO+8AJ6K3}QX+~3-M1hNw^f8W-X+7fx zJ=|_=R(QwtkH08uDr{5J2MZ6=v8$QWDBTOPWmPI#@ApM99+$lQK)mP8Mq^^m;A_W$ zqcsquH5Ba|sVR=Yb6E{5{t=diYp>gWS6!L&B`SVcm2UcjK4n}tn(3Ta3N5;kx2_7l zhq$pS>i0YSo=*|W6krq+^;INA)xMDZWAbe>&DiF>uZG4)-0Zzj3@+x+F&pzXF75(V zYP#kxR)^V!rx-TxhT#}zm;2@RNA`E>Gf&dCx;cN0eS<5bswtI*&eH49O5`$l4F%=9 zf|?p91g0VABic))ZY!Ob9nQ}8*&p`351->SPDr}BacR1hI!fSY(oyxq{d{bS+qHb` zlm5eK$_u&-gQeN3#?kC1v$2N^76xBJ_kJZm*Oq@(rkTQJ{Omz2wb{IeNE1D)b&!s+ zM{?o@Ek3t@(!1m_B^H+j!5F2MaY}1zL|L6k75VS2jY| z8C_YDA;Poae(!eE%JYMXby)xM%xr8<3eEI-!T4)}RaPUjD(}+?3$fc3>6Ip{I--+S z4pOWlqF5}0DVwH>v(1WWH%0c@)AqKjChgiEGGwOQfP4m14A~9qXBnfb2L@8IQ!2%; za7wb?Ge?cIpm)5M#qagii@HXED7V^Q%FEY&ZOKv03~DrYU!`4(NPQn+H27O1k1FLb zwdA6NFZ#}5`doK#>P?lgItonuS4y1;5O~bI=gd*mc(G_wSJBzh<1)I7Ulp?5pGdo3 zh5J(_%Pn?s_~6wGBe~*-Rmud2j~M08BCB}3^zk>L4`)QW%6yQ8%c(`z+^}eVS8Ars zouWmztJ!KQiO+QuziLb>zT8y)jCUHTJ7h4>KI0-q=U>s{WFl>#pQE{1!C_JqTjSX| zXsPxs&eF_4?uUG789Fv%(!P}l?}X$g3d-A&pkKd!`O}&lJN%rP-Dkw+O!hPAD5kJ{ zGV~PZe)cF%3GMOY;_9be-O?k+>Q)A88*@7$#fE zhUZP?B~2}EZx*ww+})zZpEtHlCWQE3UX+ABl2@aYDPtceciON`w72 z`AaO#xcBj&seGPN(MnJLsC-ILggxe&?B-uRxvyy>>g&QRGmrWkk=eDcwn zC$s)a=KWK==V9kWa|31PiBWqbeKe`&*Z^*n#T|cUjk|JAO|6|pzXZ)5n_}SP*5z^p zs+~AE$f-^TsZ=?hykaiaR1;m7%;E0OCPFL-dMt)(x3T^9((`fEE0B8FG_x0bm+OFPY(?jjJB$|DlI>pqqy*St|z1e3#j0jaPn}| za@*(jVbk)`;gDMS5uNFw3P0OnF#ZO~Z=$tYh67Q(+J^#qA0Ezy;EADsCc*k4mhs;-&t!#AokGF|F`@nMm^PQQBKQtNRh5 z-KmV?Q-v<|r&IN_UbkStb$i|1-I)ETVms1YB9g`7^iTK!3X;Lk~t zP`|&>Xst#+?dI?&e14acB<8_Q0(VoVwd-P$dCoZ_V$vjjv+q zwmi>0=7XZjiQ_!hi;l|)W9omk#lCi!hxbHUZ%&zumK*m!9TG*4RkQK(a$DZOf-@QLI1n|OoXwYzg)1{~)i2i)VxMztn;wR!Z4>#v^HNbNeF zE-m4jnl#N{9J?~(n*RRaFQn2-;p525da$dp^<@*+wD-|+yYwQyNs~7mc}%Zlcje9> z+@=73bSZRnsUiLk-dxO+%R?k;R!+LbUgiQk_T~PV4erIWagE1zH4&p*meX~OIr-0y zp*8!(++`2R>)CfuG^2|K23m?~s@!%a&Sm--nv-76ZFRs?``t&ZlFfmAG)eg!k2;eYiDo6#6ODahDCMPx3wdk7X3Rs1a zVoBWgOyJ&K=Sd$46K3?aD=%0kAy$K~+|aszzqKZAy$eEv|NZm7J_2vOvXwGqp;&Mo zirjk3+?|~EhH})HK%RAT5;`40Z{AOLiO}xem7S91`_LLdGE?ce9R3w5oQXhYA^G$! zocRp1!ewh3gkxdH$^<{VI5)KT`Qqotg89VDbElmOY7t8jh~4e&K(yYUy*PBLq0|b= z;z6XYyGz~iywx!=F)1mAQ7p#fEUEqCJY*7zD%r|e+Yuv|`3B8?IJx5biydL>LpdYa zDmh4DB~Z47PQXkD^l;|45yOj}5snLO`VnrR{6c0O{YkydDoO(??=V2jyX*j3bVd!g z(#j`(NAIPF7MXItJ{xyM7Mb-W!#$;IJAkeA)0G8d9vjLc^imYh;D?xrgOeV_5gLT1mX<)e93{)1m*| zh*sEF0#2k>hMw2CGYkyEsNDd>0xEZ4tNK9t1ZeKCTMU~0Ol*KJ4=jC#3;mAZa@|R- zt*wn_tv_ChnJBjn`0@qzMh@VFGwNj1Q7a~wOLl``6>P3l$GF;Q+xLss(cVKHIlWt9>7kkDtF0SLFqf`O4YuBzV+QIV) z=1Xn(g&cI#GRI|EcCCY*ofD86$)$S(Qku9?B9gf|Q#Gy#%~A`C;qy+W`p6ja#@DZ3 zuT1Si)n>5ivQ~-NpMH~Y{>!u7{SiIR)@Em(Iped*2h!o0E?n1+W=~ zsU8$L+b2u)fB5*Sh$Xc4{t zd;SQ$nK}>S&2iXU&_qklkN6C`7o@!5IJ^lx7bE=a2%h89EMFK!jhanbgS2;i4{`CV^A5v}<1`+mn z@n0Ox2UAGlGHM?Ux;lW`A)HMuUwd_V8T!@Kz)A-xi5Hsg!3(TMu;HLMVvxsa<>#*- zpFpg1LGPHJ;@!J<@I^LEduU1neP*|&st-Xrs`}OMV6R0-adB~nn+(h}UGy;DpB_3p zIq|&Oh;%N6epYQ+d77nb>jm}D5ND$;h>S`mn*3U+Nq00kE@uT4I%@kf8@5zbRICUY z^~7qBO3&(*+0HPMg{#91&>pRE-HqjPOih5g+2E}%(0hg{U1i!!Y|e9>feHgKDty&j znj6`ODBlBq?OLM2ITM;=+*0HDW+jOVo8-tn6?sbl)_@z+nlOa&Qe?&9A~_c z2?gV#QD&uqWl7Yjt$7!uYSQ8GZf6u)WmceP1r2C|-_px!XSY)xj|>eBO-)U~uIA3p zPM;z~aAQ~TtKXW{^)cKo`65ITUhI~`Y$N)ti|rv9Fd4w!;Fc$V1ck+5raoh~6(yOB zX#2pxK$T%Iv-{qPLgI@nP*u8)OMaxBt8Nb>80KfP(r_;?if9n(ft5BeUgUQpt2=8r z8`wMM=H}{vFd*b|ScwjP41$!fS)BX}o7JeiWGdBC$rvf33rwdlPn2hjSXUUG8tD5l z4AXJH-cBSZo6>|PKs$?_BXDEb7%GyiNLd{ExwlQ6{%CHl%&W&MeJRL3^&kk|9my=j zE0HQ*N5E?G0mtj z{T=O~6;zM2v9UF94wCDkvHD|#e)#aA(jA(ub)kW|XP);F=BcIO;CMA!sK2D@xXAEh4NkuSf zsD&K6!q)yYLD)iR#hY?H?I{B0FQsA2m!(bTwLxaO$UZp?e73ep+IKl%72I;(gkPwW zG@se)fOa@}1;rHIBV@<@bsax!8iOFqF7m~dm1kZTXA21|a6y3%S-~2xohuF&K@$vX z9xUyg2`23dJA(pB-*4Xz_V(UbnE3kpTf#p2G1DkDEj6&UL6XSMNyYnLutL|O(qQG8 zcqe$CNL+5nkWNEKPkK#x%g1J?hg;=*l3-c7yLJXkzfquN8D&5xm-D_9F%xgts}*_c zH|&twk$VJ}AzsPWM$dA{F|h@o8qhtQsdnkbxFM12O!)AjS*Socguvo~CDn11NJlq`fG_AVM&Urq zs;$}C*||A~g|_?uJTKOrjf;G(a+~2H;wGuWH^>>cDHTp%lz)H`B_d%bVCYMQb+a3% z9lE@bJa`b&#R1;`ZK%|TE`$4wFj`^i-0i*e1~4>BSCKem!2eH6OG~zQ8En!D@#DOq z7^wj|m1_Q7ES_gaO|+jreFA&xI@jb2b{#qA7o99d@)@q}4ASj)MTzjZ?NL)xn{7^l zcFNt2{xm6ggn((NGOWI_{`Dv3^mkaK(j>#W4nkgko=EQ^4THW`K`-&qFfc+dK%KL* zWM|{MuMSOz}sV^#pW3)GT}{u#3aty0bu|SNEnbStLQpgbOAR zxJ4db-hG2kSWiO1kN@GiRPl{)nV6Um9{l|EP2*sGZu{~tJs<@$Qs=n*Ei?!3TieFe zoc#{Aq`pZIxxuDZv5|y-Ih$^UT@u)gB?1fbO^=J?W!RghoWqu*azl|5(RNQJ?s@5p zcUMi6SH}<;+DfZ(R#v%AEU=i3{$^FF%>y-H_lQv$Km0E^DLX<~R1~bb=12q|i0S+R z{UOlp`}XY{_^h&c@qWc%jm_y=t(w>Njx!)!7-dTJt5KV^du;3&JaS-dmneBk8aZNP zy7qKHj-S_QB~Zf)_RN{Y6rVz4@NP6to5`nmiIm8E*5j{f0w#YB4mc)|U5X5Tk49^J zY&Kkl-i|7^vAMdnRr{w8l&C49j6rXE=}sspFzJEJk!{$(#&BND*ba-jq_rU05_u;!>WWqGCrT;Oasig%rW2%)ih3taB8s%sYNUkAGh)MVY z;nduSOfs19!_6tgK7IV!7)$3E!Zb%E$7FLTLyqLp0|e{_w@a6fa`KL5w-gl<)8aH1 z#VB%GRa}1#dxC~>Ca0!^1O@lfVK=4ZufZ&(p@iUDG3=J z?fpwaa|W=vzbszRK^(Jt;>FwtOg{1C3vdD+9vXjp1TRhA13085cVlz&qMLJu z{B?-n&1|&-U6VzZX;-o0Nc#n3x!@D*M>XHzQ*iFdb~+N>Rm8G9vFza9{^y za5X5_+ijZ)*8kG%8AM3{XQ~{apc#x~!L%7ogK&PL=DXjeBf105+rio}qHgEi8~DjQx*~i;X)08f2`uEyHDF5DW3v{l7 zZGxZugjnOb)5^|9Vzg14Y%$8RiJy8=K*xy{r#U}I!3R^oN(xyuo#^M)ntf{^F+Q=Cuu@T~8F zs-YXZF7yLL!=+cRu=|xP;vWvHOufk9cy~Dhv)LanqE`eKjC|tTu96|IjouheriNig zy*lku3zaBMDUUG)d}WeUji{UOSjSE-f5Din&d-xQ5n1{U16bnkwKvh+EYjZrLj$r0 z3m*^&L}*22r7?q6;!C*1&AU}^_ z`eNY9BH0N{bHRyx_)ZNsDpAmrMau&tLksc_rR?&@cVS1+g37n}OB zGEy+ZdPh3hsL8;JiYR=*YbimteG@G7GYA&G1T4hCy46w+q)TS}8a(?hbvuCn;@O*{ zLN*6jN#u;5NO6oFf(0R)XL4`9QEaB_BdDX%T!TQaZh=cm=0-+ovwFWFkm7aQ`?*C(qg_#Wa<*B$r3=_x? zOoA5v_)lMc2U(ab4kCaSjUQ3Ls}Mi4dkNd`Q+uH;t7P6hUkq%)@A?YcjeJCI8V%=a z(5dAs|40@cC48PmUww3RbOy9RRTd!IoQA=O7i-$puVk#Jpl=q$+s5jGLPFMSNqYk0 zgb+nTXb%hjv`>sg2f7=s>VQ|Gl#4$bGflWd%u@j?v3Ls(V@>!F#_O@OxCtO*8F25~ zIy%5)ZCuQ4Y|v96$vfW?moE0>)0#Zn6y`pys;&>KG+#ho*E7U1eKa#N$@P8qr7Bo1NEjn&nxjI7<|UWm4yd!AK96Sp=ugEE8S+R^Fha$AtlP*7#n8IAXo zCr^Ss6m$6d`uadQEQZC{&yNax<#WVjjjJPYEr3~7h>q$nPwVmGHIkE)Q_ERy11UC? zqLv{`M8oC07K&dB9oyP(1L>)p?3W$LpvBRCgQXET%^?|YA0MQf7W7Mv0S^c*%0v!= zOQ>U1bJddwm=sgn0IP(|{D8+UA(!e66C)cJqS&xKMu(rk7Qz^d3>7G*q5T7Qf2eX^ zU-K;z{&0OAgx`QR5F4V=EXkA!F^y?^!w3EXNVG>_7dt~VN`S^%uO??-!Y7Y27g3#(75*7k2`a8@9---UJmzCB(18}X$z zU1nxxfUHW)3oze%V>K4E0mNAjBq=pR%RC)zZRMGT9}s_b=Q&saBU;FcLHG<5E&;6 zT5@N7)l*pZ2X5Q5@0>ljJXD{8b2%C*ZlednOSVwc%*?DmN@RQtTHYn_d8C%Y07d{_ z>+D?rfyob=s30Hpz)Fd7wAlG*`xlab?De`JlV}C2+qAdZS$Qoev{k5UR zm9?K(*Y_;iS>}nj9E@PaKzo+QK>`Y_S1GcJWK<7!uizW8S_ke&GyG?mPbn5tA_pth-{jG`V2X zdWLd0bnP_b=^3>J3Y3M@scoKa)h9q$1g%w-J)&f_Cf)7=qlfCli~?dHxNt5GLJ&=`a|cyWN~DIBIcO3Mnl}uJD^Qf}*Epr-SZ98Z_#SnQGm( zVR09mbZ2w4lk1(>4m@SlC>CaNqhBTd2OyiJcEpW}2P}hwgM%bJqHRyTmxF-ADih84?qrG>ChsZxNR4K_XRRBi zcs!45mtKm*$Za7HbLd>%q;N8oQP1^@;RJvYZ% zU!bGX6G82?2uYSit>vgG)Ons)Nj?%xFU39A02XnF)t}G|7Qb7WRo$$jfig_Z-*XXo)735o zj0w-3v$L5Ha}ZOnIYgC9QBy;-v2W1az6bI0nto`Xy!VXPW$oGO`Z`^L@pW+5D&7zi z#`AmWe)Z{^Sp4bBOPfsWT+~J%!(pv>$et>&OHZzs*%3^rV!Yl(%A5^(w4G%Lt8=D3 z%mqww!}7YGSo9@((?X|$`pQlKmdcgNKLd&g`QD69P3hbzm8IzTe4lLZ$wKj(gD=O4 zP3RlPE&`!oYn943m_xO!FcfD}>PF#B)4edAan3!%uX_VF}JrbbyG1O`Gj!=f}&sUVCk z_pet0j^bO>tG+0a;0RaL;5PbkxD|>eai_4@Q9yjsQ7l;}kiuflS?yA+d*fOw+Za-B z8g4UH6;&OG7>hSjv$? zz21J=PQO%}3SethsB;x!Ey2*GnVNrLH_>8U<>R|LHKQPQUqAU);HpQRYxfSJw{Uft*+5J(2w6N>&}nC-U<$gx{d)vpXsz zB1$~f{N1kVz~h0|UUfk0v2^pj+EAAi-H|vWTW~XHfn+7fpi4+E#cJ~#rv$`9x*0$w zMPItJNszz*9hJMQD+Tf{O3eBidwb>hmB^w5nPN;>SpBtKbmG-bg6@a&113+M?C!P( z{s>@OP&lMYoXU_!*@da7i^XY0-Vu)l@}J-9RXbSyj~~~NV>_PHwbNVZYq26$ZY0LW z#?mXcKOjgjMFpvG*HYTE*$lVYw^D$AT1YVqbe() z7$b6H)d<3B=eP{M{e)T8BP4e4hTYanhC6=RP491@XN#0OnFKlV0M-dPx(5h@uC{uA zg4Md4{tf|$vUl)E*Q;;DyxDrLtj=r7jt~CAZ;n1DFKh@dBnrQM#D*Eh#2Jxg1+#UK z@;Grzwe8mV1A2G&Q=p-;9efD@u&6A;BI2BxeA2y^(P>;|`NuF1NS7=bz;pwcZ?E6F z1%Xl<;{{)1gr2AQaKPu!uvEWVNp7bd)SvD6>(+v}WO&wobR*2soQu(BCd$~Calnfz zs|3C{95i+}?T${PMJDb~L}(pCA$gXyQ$Fq1sr`Hdpc_y--4KvMkxP8jWuUYvuE&gI z%kfvvY58iYs-lX7v=Ob4F482qh|U{By`=58bf(L!wNzGCSIut*Lb7jdE3EmPvUa%0 z2-oqrxUEfm_09XJMc|;S*w6csbo?2DLAT~;;5DSw2M`Sao?x`xAZct-q#Y$E3uNYC zrh>=GUZ32zimEDD)=JqDqVffL+VF(jwrW;@;(*@)*mclwiv&n6?!^TdXQ-nZekKkcm zdzbc2jhW`a6=r~n5OZbcK|JWTXoTtpi8*9FLaZ~~<)S2#y)8zDtAMTxn6x282Vh7! zqU@0DiJq!+#!UhZpcp@eY_phjMZy!vad`CTksKsQMn^|sPGJym2u*A~2FQUQgej$2WZ?aVbHQ(gGti_rUdOG%^W1IqH_Y3c zcL_5+rKy1}T>kwVf==1vtKtQzR8>EAG&lfb(BTvyX-i!}K)JzDi0W#0WCh5D$Wj!R z#GWAy7NgPKjh)N!>chzVb>46Dq*q-Z`9xwxCcOw2luS;K8T%M6eh)t?y~LnIAJ6h* z8oC-sn>@lhoYXJ#*PZ1ON@-SMsw_jF2ycGuAgPZ{6oJ+CO}l*cyQ z@;v6jyyK~7-OS8Zz?S7qr|B%RjTKOuSsV^K^p}!J7aAD8s4TP4D{Nz9!$_KnD&zb2 z?@&R6gNFy~sa!`|ZR|BmrVqh|WJwYXDl{q%>9ho2eSI~`ZQ`!q;p$fX4Jmb`dc@wI z6HTbV;PuoZ&rI%cwGB#2%9GR63HTWwm()83*+jd&l|GwqZ>un6WRLEkH(UmQs5gVy zi*H(Lou!?15PfRBYAEba764)MjnA<|Ikn;QWZY@0&I%Tmmi0$-{$Rdxt}nd2kB^^C zOdC`nsu=$!X3amOeytjkR|ynsyl2}#93H9+L7chxwo^Ws{U#ycR+A~obQTDXp)hAi8dAOhKaK5<4~U3}7MGu73E%ZJHcm@@NfRMYHiZZ1$b5kE zT#ZJhcoqC|4)<`XfPEa)j6@hSkUc!7pxOb6oH-M74r7_mGj%(xDGr+Z9cS*#@zhJ0|d%QwK$ct zGW^*3U(~Uq3S;?~(5~i~FdE%kFHpQtQCr7AsHpVoo_kgu`yz=^FU(*W06xefq{bj4 z3J}|bz{)trbp%q zJgT6=?SnTIY5@ry$!y5O!vk;%m<&qU*b1m=$j;7|tp*8Vq%VL#92|+bjLZ}$mO=%A zXaI375HmogKpWD-y)#Ik+ZY-Sw30F~$mmgopx(U;O2me8y-1$;Mepj$N@h+@h&UD= zUPjLuCJCRml9CdfN<-rqDw}u@Cmj`6!0g!0@U7QDd=}ak7#o`lJ%3}m!7T=1lhs0v zL7uHGOO(;~YVOPQ^mM2~fq1TM2{?eHuujG=519qgczJnk!Bn|$A_sl8pxph?hU-Up zc{%5#{?PC+E)fxf3iS0x@^y9DnVD^4W3G^$`~Ca3Pah0mE^8-Pa3C(-40e#YEGrur zZA}SFOXy0B_`R`#)bta=fCC>9h|9^TMWrPsewW{eA~VU#L5P314`;kaI#^j*)3(FZ zbc=}da&x=d+sy%ko-{(G8wBRne2%{4!%-qoC!$^VrZO#UG2iw+9PhhcK}?qez*S)6 zrSb|2Yz+-lk~)Et8Xq6W&>AlbmFQStRQJI%m6AdmX?-MQc{){ z7A1o10{uC;xw+u=22j;hQ~*%Q=o|vhWHZ7=jA`rXT_Qv>ri@1?Cnur(?YSuOVNN1S zx*U#ojD?0ExKCZHJKa15b-%sEu&^*#@gcO_+|@sS{$$W9!^Xws;N;BFlptOEbqEC; zK#k_yI*W^og95I2&y!V1K}qNaj)SevQpz|vI(qHqhU7N(c>y}X983M#*-1xA+W0g9 zT&Lt=M!cH^aN|4ru*Sf@_M77RK7kE40lWvJFmsI@eU>%gm>J0Qbv%zowh^7Drzfa5 z%E-vLEI&hz*UBTGb$W;Rnf`tQmM8#wjEk_0C##%uoC~_Tx?pwI_ttYgdvbb9Be?@-&<|c_MTs4Y|ZwI}@4%7X|^z`)PuN-p#5{nkXo8XgzJ-K@Tz}w!fU+me4!t*jnq_YVy&x}Ts@Z;DX9o^R@u-Wn*Ng&w zOA!k)o?h?MYiiyAlwxr_um08y&@#0MtW&r~M@I*&>~lculJfoKXDcZIsf&;~>n3P{ zYkBJ)-a!xelNZE*1Oyr&LJc6|P9OGyH@qs&l&t3NEYjiCwa~9&7nuJT!jb6T-g)&Q(A+I0} z5RTi6G6wb%G>wDlvvYFxyCI@X!>wbh;p{SEdBoBQ4dZAi{`~pllLxc@D-rkb^L^xC zSGYLsPZvVH!gFqJsUcvdFm!-q85ycN2u4r!kBQMTH_xIyo?-QuevxPCwYwza!P-s_ z#fe^#8qv|wMtq6}=i!Kx6E}W-{wzsx@f9aG`qipI>^(8YNOaH}LakqU`|{s}$ISs#2tKpU>Fv(9l;B ze%U2ygEdqSArqL~2tEWr>l6TrP~HLy_{78naV$4YzyYxdjq7?|IR=7( zmKLAOAypZqQ*x^fufr)54>!h3VN5k3;7{#zO~|_)X;_gN(U^eiHTDPXpZN}kPbJIGc`3e^Uw$K^*!aOBRVbhZ4Sj ze?fD0G#^lE0@j&@4%N~JhxM;{M30V%nQ>i?OH6#cpIE!Sy?q-M^>}YUu9O2{JTaSD zpfUqwTvJnpi(8kIB%wGlBf)yRlWDWfNWUr)xoBa|lL&5kcy$XAG2hQSL# z=@*g?#h^%mvgu6jYC<9+$P1^rdwA4Jt8gS$b;?5~P?-RL@xa5UFW<7YL0l#y6ZRdP zENRNQ$|ph?@9$oTrKKuY-^cbNeQdS&*(tOU&z7Q%hT^!ovz^WWo}JIJmrUw~vk*eK z(3iVQCd3f{&d zBJu!m{r>%X(C=l?C?;oQl=W&~f}savu1LWegbCt6a)6*9ivqcnfB?=YX_$2YG{fV9 zl_^fcLPJACLQlysLO8TUq^7q1W^gl23qSGe4{ll`iU>T z0xmj`1E9dvmlWP#{Wy8apJ{U3)7 zdGLQ5Hc@jcCu0XDQ7af0VPivEBV#6MV;fT^v&U>~%*bE+w^4r`+a0PWHU9#;dFI;j zU6&aXzo^RH0*MzN(^V9xmGRZX=Y(?2>BmK@2fRH`YeQ5l1wwTW8a_!-vbrqA&cu>C z6#nTHVLz1r@@X4e>^Aj11@o^o3m(@^?{hd4dTcd3|F&>ED6q@=4V$f?c~s48QeZzB zPfX4JdPWId8!915=bvqZ>#rTIHm?LImMd#~xVuf1l}ujAdLs)LtwSV`oHy~Ew9)vx zvdT7AYPANj0S%>5SD|MCDUawXja`OL;;F)~$c=rY>m2{h>3L_-m@qEf-G68QVcW|0 zQwvYEnMP^cyu;sXn&H*0nzGp@mHB7II-RQrEuWGQW&8U}woz=<9^yvAD1rhRqknFj z_HVwemKAf9xULl+8Om#Cc~v?g6U#a>{ZVSV>l{5|ko&5Q14rtZ9s5#c;p}iR$)}@B z8_mjlU9IUMmsCr_7JLdZ4q=EZ&2dxKQ>T>MJPrlB4 zo#6c$&a{z;fR{*BZi3h6o2b^Y8q~|I>4WYlwq6e{wp#l*gH2wVS(~|&{h~4Zbn4g_ zo4VMXZDAoLD#}o^aZcc8i7o$svv!d4_TMJK-}&{=+0CTnY~X}kOMmA$lbX2^%mvP; zPnpDx%}vdm{=OBmwX$_kveP#-{*T$mBxvsBC~xc_WNU3_YlB>X&zSx>xrBw3|2efJ zV1hf?*&-*~W0<4=KG!%|*x3J0(tn$6m!p@nDEA~qB}7r6G#@1p{z19?g`z3)+8oN9 zWMoii!P4ADxpD0Z3ewdf-HPP3Yk&VlzDH5G_mB6;zbM>CK{{o4i%X$^^&jt%-$S|L zlZb*+6mU6#B7}1L=FM9-Z`{6h>lP~NZ8Qw*I~eHb7>}?XU}6*DlMoZ(6B0fqXQX;e zN>4^eNXkLx(Sv-b1;1<=VBY z*RS2UaUE{=iU)j-a{c}dtS8I@HySXpCIq+3d*&A+}6L}+5hFf?!$duy?*`L^;^jMx^mS8Uf1ql zzww0mCYFH0Eq(h3q%7}lV+#f)6*Zueu_|uk7&!Ey;gYlcqWFWnwZC`vKX+sA|CjFU z-*4+VDKm=Ry zp@IlD%72GfgKR2xNfQIMg1Ej2w)~a<2Cr*3o=4N{HDN1=Jn_a>cyZ&u!3zWX`R{TP>ymW?-zcL{gZ>Iz}hP>%16 zf2&$*mOq>bQ~zJip*z@XW*JKNU=91gR73fH_ockgpxP^5dMdKf$ku~xND+{DE!fQF zyLL8yU6E<>SWHZLi|l=D+$^j+>^4XzzX9g*Vd-) zmO_Ykuwh_r56bM7->cd~%&1Jx+G+!WX)Q?{IoXU!nNN%YKEJ%R_&H%|ip67HsZoJQ zPCNQ|;GRaJ_&G){pJ9Mb#o2mfZ50{%Bj%QOk<4p$tQF^$eLN%v!^C(94ZH_kbx!qL zoctNrw)3^w*M_QxXCfyxCC{BX&CQZ)U*P&tr~WG|bL|FSB&_Q9@bS}RKWdc!vRAMl ziY9oL|Kxy4Sr+!I?}yR^JMHZPjYz7r-pZBPAOE}oj*0q;S+XArHM|60JfcETyJoeT zXUQ2oHGx}JW{8sAw3{F=+9)~Z_m9~N@hir;3f6`fq7d=FUlOHi-D z4L8A->6$ldSokoqH~$Az()c%yMD`nQt_eRP`AxEYiGtR6-?KMb$N5&Zcw=Qzu*U3{ zteXafyB7nrAt%uXq4J+IQ_xaSK&mH#;viU^gn9q=hX>yuKlsLfMK?z4C7BtAa_Yi9 zt{;tM4bo}-t1-Hg94CXlW`O+oKlf=8QvY%({VNlV!+u9}Lb{Zb)2992W2}4SdM{D4 z81fTq%BB2WRn@hPbz}u_ZX>va{j~l8~%6l)uCeIX=|L}XBXGK7l0o#WyF@qvVMbhCV0)wq{~WRuFdFQ}JC@$1UJmMQ+Q&e7Z>`f?h4ET;FQErL5Qhw`P^Mv-`WIr$G*+7bkvw~uMb>+=8GEI&+zDty8A?F7; zhOv$zx|OI;ZH*!~^z3_AVdo`pac)12Iw)(imlbmu#2I&wx9_{* z@dKT=*%^#x>C}>cD%NOdEd0T%zeT>V{N|j$nrQ5Y2lopts%N44%t<(~@Lr-+A4P9i zFKPLkWe9}^2^IYGi|m#t@e9=yE`b{s{#Ov@(cujHR59n&%i}X|dtHi;W8ZtrNx6ic z>}_~G^^)A!7aOCRzEb}N;wGU#n(d$Px zD{CB2;)(ApX7aFjy>@%LzxjM5(>yvXy(mM-%aEnhmSt0wr0s;nV%t0|h>bxQakky4 z&$k>)a=PGGK3k6?^UGS;H6}rVFu&bxvs-tuy*6TwnJlr4cYwg;8ZaVq$5=BUp`n3E>w{F|siKbavCcWnSwM{zlns$k0Z+RB=lPlBN zYtNhO63FccJDr(MD##XNW=7qkyDF+DXyT6&sWdg#p+ME6$H6%y=C3?tWk}x zd_Ml#WbS1{?DuAIE)4PS*LL$=8moB9nd?$AF??gXb|TMr*QTdG?B-c(%*YRwbkm2C z&h4<74W17Q)z*vTYq_7*Hp{YnrJ`}>C6FvXr3^5%zC_`%o)6fOr(H=+D=@ytfHWlS z&#+NSBjz6A^JC6fS?Bg)D{a2MD9unOrgLDRpF^*ZaNxvznLE>;oKiv{=>8C2v&HEN z`LhYsQML4``g1G%-7!u+1pV7Lg`c8478r`W{w&?v&TkoBP){$qMWBQ0e0YI-kq~D; ztQh>lgua(!hq(pY=%N_2qb8eadTFO(p4jwZ-KV72w$dd(OUi?v@@!rcKbn-~j<(6j z6tRCG>DT(WC4;EjSj&P{J4}Nkv%T@))=9KUfd}ST82wmed&!gDS6czQ{oyRBF$*is zr;>K*GrHa~9GGRVKS;l`TP(ooJ-Q8hucXtMzftNc^?tD+)e98Oc&9UZ}aV{iq3O63mg6qWccs%4F4qslVkp0 zXi{m$mH*0@`ruLjD`z4$a_0z07^v@5J4O>~mzSzC8<&*1=3l)8ox0PM*ceKNQ~C8t zn2V~(T+g>Z(&FO#3)dmg8Zum}v0VydI+tXZklO>QNaj#NbKb6IwQ;&xE`Rxx;?LGpL^JP5&uwZY-n1z-m=1DVk#qKTuAai*sV-eXU4om zqh>0Ncs$j!HK!2=dwCMR4raUacXzd0#7TJR`bS2vojZH>4S){xZHcY1DuyM{6ovX-Duw6e#uGw z(K`d|MtMu~HyqmiZM`eNt!PVFz9w{2FM-wFS@54MYt;b!(8`8HDIiby3=LH4eDBYc zpD(PKzjR{k)HAKP%#eq93?@2qSk5_1$&{$c5r20VY`A4n-*-{+noSw+hyCz)NaPJu zJqpw9qk1dex<#6zxffm+9)5Dr9*NU7na>cK2}0zXf2i{DRk;$;Wn}d+T9}EW-8TCl zv&4_o*|Cr4hx$)|Z0ndq9g)0jJMpLujy06=8=AoWvheWHy{k`SDY})}k{?*jZOkAG z@mkt8p^u{GcP4#jQOCDiWS)v?!GHzZu&h-BvR zP1@D@5n%&};>a2IIem~De~3}7k|(Mc()VDKdPg-QBLchl??TJrODby8VH&R~l%ZnH;`fGJxy0L4?!)f$j@wKZv)}2@s z3jTm-SE+e&)|5+K)JJw^f=THn(l;ZP1 z4a{(q&1bQ>`TXm~eve+KQa#gC%kN+hAZUW6cvWWID>=<(+7L&^W|Fuyu)S-|jr*4P z1h9+JP!J?q>M3ljR4Zlf{-L%&;d}h)xPN9&K*Rb)g9T24r*(YhY5F z9{f&a;Z_#gY|EyCvDFf5;P3=c3&v;-en!CL7C|fuSsUJ^@>56}MF|Mz(PS+)wB7Kz z?&CqK_%hA$rR*&CV@RL3n{+3wsSK~qNR z1&dop){_&GUQ%DK4)x$Gh1X4ERbt|io+gKi=L*G0XuhX%F*wNEKOj}W#Sab4&~{hCth0_*hnj+3!4^V=8ryO= zqArQ)4JB?t7pW)`Z(Z;DhaC^AO7A;2;o|p9o>(YOifh@?xvs6BrbrhLh%vT&6Cx^u zku#{#Lkt&XLY;Wq5aOv50Xfew^!!!2`^SXN{UWQ@o(Vg3Pwlzo743bTN~X2+HMrXi z!%9OueIi%)gDie$1SMX%Y}6A#iNq^@N%FVWqeg5WmT#!@{{HM_<+l;{BIehN zZ?-*IWX25q&wCtt35%IU=J^kPWvGTqEH-2O+2?cKB4k~pL=u6n%8DwR+4EWx)*m3A zAs>x)q(#UY`qrn;N>i`bsih09$#q_-!)hpe*+$CjFc2Fo7*QoIJy%s?Lb7n0Q$AtB0 zvXZ^FW$3DP-E5QJtUyhOLShWHKb@7037 zEzuES*o~~>?Nfud)4!oe8ys`iV;%X{of1oKX1$2oc~wpsS2LqpI-_n;*vRHoDSP4)OO*kl?ZKesYM?b z=sO$jonrt|(et|eF zXoy){mSnc@sfas_O5gHJNS~6gigUh6XteYK{cz1L){>zde!ZNXZ1x0zP|=*zltKQK zGo9sL>RQ)o8m_bDa7c?t5U4$(;tkIhX=eW@KDJsuiI$DHTX%$gUnAU?Q+Fl%Cg?gG zT-4p|r{3hI$*WV9{Gh|>N&n^R1!b+5ov^>SUdGkMX-%zA%H&!vS<8z@U*7-A(T{{Uduju%1+Ic!c{ibVRhXvEDGS$WPlMgDbP87cD zA+Kn9#TI}`m*rp2jAgEErL+ZGCa71Ln4mE73m{g{^shj1^&O3zE@wWB&JtL#az*i3=_jq2HtnPX+o?>X#lEHw>VrA9ISCMPn zu2uR+wCc!@H=G%k-8Vuax(YCcR0^RvHu_L%p^-8{#u;)EWb&l8(d&HS^nXovGS z0h?sv7v;MVk30*o&+(ss*@AybzE%7EUlPzElUQps&DqK+fb_IX={|U;a%`sHkXN%d zjHS_K#piXsNE06&a$)?gy6vsC+wk|CQFc0%iF#wv2)rGp*P2+8(@p7#yHopm3G~ki z&uLrZm%16^D&50VA0^|8{% zEub=ANyj8dj8a>z2>)Dq?jXOzg8eIg)!UglsT%3Eyc)~Nwpd$X=DdPXn}cn#b{dWW zV1|1eCQr?(cNRBQ(W~VGk%ZR!N7Tofc1S!)T%Tgt_g|>CbU3c`#_?TV+53W}QMveI zbKA_cyQfkf{!`F)P2p^dXpu0kiaqf?D|q0N!-wO| zNka>alEmsW zbzP!FX#?v9pZl_wONxj7o_$W4n?N<_vk5BEUh1>Y&24O5^mc4ijc)C$ySpZGzxg5u z$y{6)Ft*3uKcevoG>z1v=AakGo2(L+aGObLRiUaF#V#-!Y&&Pa0A}b^2idZ>*W&*i zRJ11_ir9o$xZ%}3vvp(V&JxA9rYnna($T|GR3=7;R|4qg<)Xz+HY@pECh6k|Nn*85 zT4qD0?l!5#CE#zfbvDg*k?-CsvM36H8v5^XrmjR}-kqi6?rHtuR~}$ZH#y%|qKXAq zErWBEwd1Ibxm(?~ucL0)L6Z$u9fJxgCu+LCJ@E^3tgg>{-$P#|?HCH8^%Z29&Y-w{s@TlEL9RGLw`3*Q)D3Fk1AODeL$EcAX{o4r=~c^ zI*hgO)xVeaiusP(s@;$9sigiHmzExSBZxEW>Q6crOldB$<31Gl$Kpe;^i=bJ5xZ?R zb0eIut{R3;{x9Nh)i{QB!3M)48Oh&}+|XH`*iE4z))HgX2ma|3@&{fS%1yR@xtQ`+$a z=!^8E{>9zp^)lmlyV;VvV>t3&vj_pYEIB#iAtH;UjU}}R64&V4K+%kuU;5CR^Y7E0 z##|di9yl6a=2g6G@iliq)Km{2@_im>}v4a}$IH*+)H5+`ex#Y@CtA#H64YH?hprYF>+wwGpsVoxBBA|zyF~9$cy}>mID7(As ztE!ruyOZt0{RCh+4vPZjQ^vx1GS-t3{n-vO;O(7MiQ(^=S`YCfuI_uW!Sq~q92_jg zb2K^^*2WMGJLPBQab-;ZbK#^Fj~j8K(!AAp4(;bU%tUZoA~T^TwwVdqJcfGh(o9ha(#I<)J z7jFuYCRKp)BhR=7DAbtKO1!@>jZRwh`+1g8wz*ntdVNo*%HvVNq&K&?G~ZJF zCxPx=R86l!D|os$ve+(_QTI*1SL`BG=je2JoJ-M)7U0Rr`S1idd3bOyk=L{GqpddD zdG*^d>N}qUB(_6qv@}(CNNQqbs)uX;#Ho@PH4{@woF@Adf*AyEVJ*y&UJO~nUvh9x z%_=O*UPqeGoa{Hxks1pO44IIcF*H!R?rs<9)QmUGsArFUv)Qg%VnhmRsH?PwrfBdc zhALWci|6Qy`g@Y+EP0ht+-ufKZG3$WxogMQ$HY!yJ>Kkn^ELYbqsJTXJ6zXSwd*>P zvSeZRRGp6c{HwOtk&y5ftKnNBPbx`RuR5%dy0_(H zS&4hTNdU}L>u5zC{l-ER5e3A$jP$y6orY~+4^Wj179ZeFqdx&?c$UF>a<+N0QQVIC z@wWVa-*HiBjInAwsdL>~QZw^L>S^991$p_MbL)A?;u6Gv?orxMk`VGgsV`7z1U`s0hyg#s0y;e<4Yw-H%0bPLFjn^egu)Dd>0# zYf2o|;cL#C@OJ1jDpWX7|C|oEB zY(jiRHIW68>mlekHbzvR4!4mN*^G|FbY#LnKLeVCfmsNu>Y5K^kVS&s>wLYnqg5-y?k!e&ex^|`ua7$6zMVU zVNDAEykT6=%w1+2$BVUw6r|~Gd2_+xrTN>Vs*B6R=~`Z;7u}alWA$A?%yr}eCxUEu zabKC=K*hW)BBh*%ibL4l5#&mf=1~FaKolnxCeL4k&pE ztSK{Tyvq&Y1+9)>2Fg#uvY8t8wxoSQvOm~^mL+@?=~?*R@x2O_y2nQpZCUz_(1&Ng zc8Wb=h}uOkPc>TaP0Gn-PMr;D@-?ES+WfOmQ}F*pbNW?E=~0{JjQsep=aFEU^W1FG zbVC<}inF=xO83lc^Bfb6u#Ps`oqxMHHrEJZ9_kNGCbo)O$5Xo-CG{10ps~JeQMlGk zb0gri)Z_;^h0ZiVNvj(b!$1B)m2}y#yz!l(cLIv6=6W_ym1s&qOwFXsL4i^J1J~Du z`zD!=K1U-7byjs0KQH`4>>{5i5x6S09hb9!?`Uwr0FVb$P zF-}X9p=zcUf#*-;)nYrWG#O1Soc?{(RIHDaB75kjiSb{xVKz~i`15b_FU-~L(t=5k z1?q~f7kGLAq3)fL|8hN7ZS(}FVR%q0+^a0p6&o(l2OTyr`Hk>KutJpL)Nzh4Ui=ncoD!`G_IBL@5wIhC6ay5&g-aXd-#)h0hs;ba zM|O`^bP)Sp#v__$8*WY3w?l%nTFIu$NeHv3%VtjM zvUgvMFpcsCo|ctG4p)5|{@14G0(b)8^#8&mNKc#EVI=b=6J$I0iA$u;yJjyOLuHWMCjEK2c_ z8hsdqp1L7I4>j%Jfw{L%Qvj;7_^CJt4j_S82_9ZAZV3a7-U@ZN^Bc9_z9BmD!lSI2 zi1@%8G=6tbLuvVdThbL#Q=(a!1pKIkV|xitS=O0Rn{| zEG8Qa-n^W)JH?a0 z@9S#Xg!?!tUzs4-;cM4r6e_L39jioe?0sX_xB9l-mf6KzX8x}y@o!-~&Qn(MjMSAS zw`riWkj%v6p`JGv$HsIHN*tJDSRx~ypYLn)H${BL+&bS%V#M@1(W)ZeJpnw<<8L*Y z9gDyalByN`elv>ZhfEK*N1}U+KUYKx9&FtdG&Krycn`B8?KenBFo}kOaIE0|0^XQ& z)rF?Kujt$Mh`Qe(V=c$~=$V{aJSP3EMDvF}(Tq0P(jwO31xWMjW~PwH2Rjrd{{$IG zp@g>)(RRZkWx@)?VMH%POa$uSHi(ps1qEf!@GR6!@xh z=#!@jBn3MOA2g6CF+KJ-x)E~|WhL7pUSoz0tk9haey+b}YSX58Qhs<o48*ZphW%cT|zove{G-{W=Cwj7t_SmYe)Zx|&D zGX~E|=DlE9Ma?>K!n?|BMZ&3Xyn)XqFm zy{~uW?B~K@aJrmUz&&0%n}UQ9M_=EY&@aa?xr%GZ(LMXw8os!Tx6L z&o%_7vPpEOBGtd%-LI`ZCX^eM?%&5JAMYYBBC1swK{RK?9py~5GrLiTMe*tV|muA*VTT;6274d-&A&Sa$LzMgP8G-$$vjjc>_A+2Iup52vOHbI(adK z0Vjr_aMuHsV)9CrsJ=9n^unP;iGrNm;&=annoQV>TBkPo zHAyG(6jG~SI8|q)+Pr3F&Uz@v-d42|jlUE_VJM&coho}&&@(VknGp4N$ox7r74ub9 zvYGRMhH6BNkc$9i#Eeu;Zey@#{$K~VjxIO>7+rp-YCVNlo1yd~;Gf`;cs-Eo=a9k*SY^Z}<_AZ?lZbn^e2v#b^SEmOSLYEeIQOhUmH{OMbS%ZELYx z#@Nj&=c;bJEU`(7|2YBj^PY8GKm1WUaa3Z8EK8V$v`^8cq)Z-^%1; z9J}&UZG1&Jj-^`tw8_>2Y9J%pm(m2~jx3dL+KSl9LEiJ}H2Yh?=%_Y@S)l3+7oyW^ zMR$E%Oc;$0(spfe;rF%D$8hYAk+pL6!lsmzAu7z9}+fm#H_{K zPp%vU9`d7We6s>#F(j6gKS0mBd=|;C3mvJpuOcb@PKWdr`B~DRmuD4&^fHWLR}I@X zQZpC5o3mC+zzpZaXjh)8($s?AJ2F(g#3IY+YxSE;(;cFD*1+betWqP05QW=socc>; zCFJxm)KA{_R%7UxT5wW*u;Rx~@|t633{Zs$0%5PzWnNaWW3X&r>O!IJswl+^z0R{I z11pF<0VHeQA;Fyho1ZL_XUnq~y>0iGb^hUp0g{03g+|Mrc_FHu_3px_sj0t z^1TNAx=E~ZR0-Qn z3VB9I)F0kG0e;BY3^}{pNA|~gp3qzMRD)h}Eb~$S>J>R8QJ(%#9}XU+3rmg+>nw`O ze*%<)sV@@}d)4*RTNEzWd6O5CBJyA#Ui_Idyi-&%_e0=Diz)s-1F!8XDAAZ1 z(RFswkXzY}khv#RD2=pt2{)nU?wvO&3t^nnJiU#_CHc~j$V!qu&fcTJqD?-_?Qw$^ z00evF=^j}-wknN-$grN;QpVsoq1r@os83DyUECoVU(CXMeVLz^InbS)mx3j3~%IL_)YOF6`^(=wkkL zh6so~l6(<=RR6s$(4zoKB4cxZHD0qJ7np%YFl>T5EG=xS=jY0n4ZJo_A$$ERncd`r zBaDj|Zz>LmHFO@xJKIPV^Kh<9;$O@M9Ly-!*Inr|aTq55RIE zclPv#gCccxO8RHYKV}+U9Lq4+pi&~jJ%PXc_jpXCLp)8Ha)~4m-)lKt{mm}-Q<3%U=ottDf8Lo5%XWo zYze#^cO{#rBsOO#vtX&v>`DL>Q8no1YCC$%SxJq!Dg5ux^}m%|#o~AC=q-dG`}*cg`Yz zrs-qukf&uEVR*@+&(wsUg{o`moYjQz8}18=V~iDKmz=QzQJCn7ik~&QyXnH zLK|209DF;GU( zcdVgX!C|h#g>DnAte3InUZEqbsVv8y=wSQA?I znsq1NiYI%a0iU~^k@oV@x5uMKq{OVK(ZYFqdr~?-d#S7;r^No_P%_%gV#hTwe@)WM z;yXNK`g3pidY8TqFrM#0&rJ866ydDTn!7ZVe`u*Kmgd&C{{Rz3j%6X3OD1@R@F!SQiy8F{WXh+uIVjQtZP`^L1ij1N7?u5&jN#$ zvxbkAHQQ&ABZtcRC9y}s3+N8h((f!66Ip0w_ouP@hJn@YG(T8OQs<6G;1d9h%W(+r zquW=@4q?_!s%-e0Nk@}r<=l5_B!UNX0fv_H$-~TEm_QSM407FU2E$9KxW5JKRkw}n z7%*)NAdrIVUL}g@cn%m$pgd*)aRpu}(&Rb@OuJfsq^4|$@ylSlBqvCS(5MU#^Z2pL@G}>H%Y?RzrT5cW`vXd3Xp!590J@-n&?4 z-M3!({l#42{g!d%-BBsuNoBM{AAD6;a((O4+qmOf(Lq5fK=@P)s>Zz{%$l`1N%Scobwy2P5?;Kb+$ zLzTI4MU{K*=ngE+~0Wt_{DorKr<6UVID_uuyHWADYnhb|dPz{WAI3Oo>I zNt}#Ezh-hZX4aok$c`0C3P%A>Hob>%3yf-pf0(v^-$wjsWG)@7ummSXvEOh2l21*t z5HP#eH~qFX=W0S3j`BL+*Q>VOA)N?V@DxUFs|Emx$F`WQ^4*z&zPXwAVSddw$sOhR zv2rw*i2#4=A*(HT!RJb}_XNOoxkQT;&DpOx-C9aH+%D*R^mzsni{g_O=hUUdvG(;6 zq5Z z{Mj=y;1BAzFx>ogU(xOK=8$)B+>~)c9b+5J(dRQcY&?ztn;y$1&bcP1)fj-^$8sO; zw%2(FIzAD6I?E)KCKzjcm&>ZK`q4{B+8!@9^qqvY$-w}qSMT~9eu%_l71l+UD1bfepM!++-&tB zag@u?Q`JHB@(p0kJI=b)m_d0p@naRZkLX`%3FJ+`rm4Zk<3Zp}^1YvH`MN)*-fiu9 zJ`5*z-$9fj{c|aD+{gVDNH%ptj$U*u|o60BSre_4-HDY}W#A zzp;_61s+B)eE=|n)=Kp`7UY)@Ggx$*wPY;{L&->mr=3Vqb+)8>EcTb8V-)KeMLN>I zQDpR$W0lAK;KQr(+#v27~X+8k`g-d6)eXT?CSsBs=Q^-a6pJe*L55d9-^)lW|UOc9h`d ztSEe+<_*tl-s???I&7SoDl#_gSE$memg)=#^L;g*&?q1Cv)hQdu6!xuKsB_Ku-7rT zVx*+cmZh0zD6kw3E8)co*Mp~Rd%d-9eqX4)I3OsJdu9FXJT!xPiWMF8g!F`Tz00F`JR^sEiY~)+G@qe+*_OM8U7{kR zYJM(vJnxHdzgRf)%MHdf` zpZp5LnfIQyM;deeF}?g|`fbsLC73%Te9A?6bAqpc%le-8H}_NJWGBJk(Y_%nAv=Z& z>Y%*JNU2DF-**%XB9#^u=;{8M(|f8pGZDMrZB7PGYal%k1N^-0`natUpY!c^Sekn> zJP_5knscH&pR3;EZL-RD{D*tiV80Pt1mmCXHv}<471TM*&@D(p+%zuM)$53;wF|tf zyuHGCHxWV7`EdniwGoV*&~IUzzdS8Sw=TmMC&80*(9gtHXb8%yod$0+v1sb?(a;dl zjAEThE7Rtnl~rpQhao(L@97rslKhZ=jh~B?1rvX1NW-IFO4-`5y9#hvz&^0PIWZQm z@h?P3I(l6(W%9R0juMW^fcR-dC;jzib#ebxKsa@!IA7)H>wRhoTEmC8mwETP$@Bi< z`K89CD?_TC;{UxIu(^*YQqfBkMzER*jy`) zcI-SKhJUsNXaLXX)OhA2hc#vuWMVO;#&+=b?P`C!qPT!HO--Wrebj$6wHX#7|lYR)i6 zz12`QYL6hPtnq+ulyQ^0nUJt&Os-Zhyz!nEsfLea7OZaRo^S~IZ9A7=0G9h$kE#G# zz|UB^Qe#eH*yC2WbrllATsV;SoABioPBXeO7UO7&R_^5|`e~oX8?V@$_AB_>vTa^D zX!i*qP7_v|LBI?VGU3+Y8D7>N`avdIw&bTiB?Yb0ls(FQC~zvB_oC1}Rzj8;UV?=j z^0y<={}5H>-kL))Gz1RMHlj9P_$#zqxY53^5)1(B>(5tvVM*k9dMa zVj?>%!EcKFlz|EO^P0NdK{TO3N9r0j!&m$Fxd&1p zE96GLibFzTp6?SNl{egpWMc$4+pQ?DYtmQOBSKO7QU+rJ83W4p={4#9RbU%Z8bI8Qp~jwDaLfCwYa16 zeaiao1)p&v|E&OdwBE`&{<&rIW&2x3N+;g(2xuJZj|x8E1+&%h~#4v=vzX z-W{ha)zwX#CY!#r9-~GL=5;<^f{8S@7s0ow?X|Uh57>OTY+V-_0!%4tH!K~_>X1^;darj0xsZb?&c$kUSvz> zh`aUJ#mL(N**YIe!aD-yg=X=r@~~!B$9!UJPKrOyqqF*I&$|B+q}?J;dU|r>V_jQa z{9vr-D?K;S)lF3f^CH%iO=H@1W%;+ZrHFwwC7H#a=X-vqmppJ&OS&*RDk3qOA3pPc zztrh$|LskVI#h`a7!wrihO=ST_iBx9*^b5rHZjoO znW$lNP!q(Zwpvtk|4d#HGNk3)mH{+3Pir1oIqH;;V3w6DWX%ilxG)udHLxeRQ*Y!k zL*jN;K|7}xrtEc07X;KfqHoa6;p!Dv#rfel?mo5|o@SlWrP(Mj_A^yYm9@3Oij>-o zzy>!OLI3y%`N}!dTmC~uM1VdqlcJa+`o-==*>c}CG*q;=4`>~6H1JS*^ZU`b8U7FO zo??V~>u38AvAF=i>kRZ&_75xof7AiJz zijeSQsV+ze=eRtH=G2WYKj*8l_fT9XI==s~8)oJ$=hmT1s(TXwT(nyizt^nTUocCI zHBI#LEpfZvpPH6vF*#{sU@j%~bgykm;9VZWVJ1X-;tMjK%nmIV~89-5FXyP2Zp#4(^ zD|b08T&r>_Ezqsz#-A4-T|W&1ZK}H#=h%A5*S}+%*zXLyQ)h-u-e>NUB4Ur_5w;W! z{5MD@#=HXoktmEonFdVO&L@Dy=dcRWWz)6uz>Y^(-XEkbZIC_#_&-9@fz1je3Qcbn z{cxnS4Jk8s^5wiI9WaTfGIv?h-k$QLRnNMODR4~K&ts$3Zkv^8bhC4e2Eov1r)7&j z{8Qxm%>Nx^7Sf5}xseeeV3LBwL30Qp=B%LyUV^^rRxPy)JbAU4amVUGhUmgZq5UH9$=M@2?f zeLBt@7NTjNW%Uw1IA6M|sIOC8&Mdf);OhK3k}rDM)snTKIPHmkL6qcaZ|3|y6T4y3 z#wc+EP2#T1Kc-xaTu@(E?se52iL}3`J-rbaFAvud5pBIww(f0V+7R{udzF+9@nBqE z`b>ka6f1c#m-qKpG)>!XsYy?sYi3K(Hu;I2AenkbOCFtN3dDs`qvCq!5F-S&P);M( zxPHLqO`7!eT~W2>n=fA$mREEM+av2~vUZAdkG^HxFV)zVEbL$S{_Q>Xsq5YI3ZV|2 z{4=eOJx_3{U=A|K6h`jNxrzSGPH=tcj!}AYH*k53-=>G6uK(%x#*LImi1UuFQ2w3_ zO|BlxeR@@}qRChA$8ysuTQVmVttUWZS3#NG$^5Yy{&wn8Eq;qg^s~Q%^+(R6Fkc;U zuVjbzxL`b-^x2EhE>B{4!y#Qv?~XClCAQd^`6m`;vZQg9J$N;@n_)o!YG`Pg`Wqr3 z6ZerF-{^+o2~frl{Gn5KUYdo!2+5=hx!(ZBO1&_;>fgVec@??2ID&m;=z!Rzin2a= zp6wV1qK&Ny{B+=1RwvIhY$ZoxS@6*svclB>Dz5ZI<3 z^^Ux56`+f1W}hmvj?g60$ocYK`{%nLLKe~N7FR*v%);WbMP~fhRqV7{bD!V?`$!05 z4^P&?`auW7NW-Y4$2*w)l=aUOL*@z>)GL|{^=UT32ie1Ibb<=?{TN&z8*^DwS0>>E zjP)_s(c2v%VwtDi!VmP{{AN0o$VOHSIy9-jHtr{4nG07 z;{*Kvl%{NB=jT?SU{-U&$#zQgE#C|fg019OV(y8CzOIB)MH+cV*j+sqtn3XnXJ0AmeUaUAu|$WGS~A_$1*u4w9*KMGczno-;^o& zW@Nh)G^j=FM&0C%wFp*`u~8?V$opAFdfqQu+~fJLcjND=kZ$G5nTK{yFCSdM(w>~6 zrat~O$=v4ZeUth=`^U+gSESPM89k2UyRE*G#t_~hu+z7NSspOs zQd<``d;CRYAcQhuw|t66p>@P&jA-ox89!X2h8=gm@%Y!6;oljl-64afrh7l4-TMf> zRM*Xt_C7(|=$-A5X_V-pQr8vgX}*4g55{AOYmV`wczcq1=XvQ#3tpoIuev4D-E|JL z)i0f@5~kBX45+I9to>02PSto7K-mC*cBigP9vcUy41JYz>`ohd6zVb79%8AafAjT2 zavgrrDZ?JK|555N=FZZ-X2Gv1-mjIRt?Ve`c8kcyDdi z`imwU7~uGP@{uU5tt#!U!(aF`PgsDT9eYurpN{K~uMaklE;w`~-O#k6fBDI|*ZI3a zo&)n91=X`fX3xR0@eAunH)G?*aocnX-U{8bttcI9Vn3_MO4OoqX~ke}pSR=WLlnk6 zQ{e2}i<$aJlkVC3bQ{)8dC@+~f14xm=a2YTJC!TQ4~cTcg*qGS9+w7jLTk7|4aLVA zkY)MO4SEoHfRqDfiN)tyfkWf!YI)3$KTJK=x*ZCKqn0WeRtrDYHh(bX0pja~eCx1& z-G$p8MIw6l%p?WOGUA=~n%FNh@-t+??fdF#yzIM%#1b{@Je~l$pTZRX;hmf4P3TRl z`0@yFRP2_OPpMYt=H!-LF8<$RX8wQ1%e=&Hl4dV8t7!-`3sGm<>v|V{!D`Xocp91? zw<#5Iph3n`af00N#zz<^k9boNafQcK5o(G$*3a(L4r}VDE({>_eZJ+xi;7DutLW$t z!zeesA{^nAvy;Q&n>bmaS!6}=d-rDJw7#Mwm{PQh$vU2^lin`mRHE$ldQZlChg%<{z?dtoV>vrsTyPZ=fXR*b80hfttn;dm}MH?vQ+F0tue&FZ=JW4fTPTPMT$Tq|p zAf!W?iVaqLj`a&=UZ$*1WdwfoxjcIqZJ924C#AJ5H{L(m6jTw}WC3l`UAPGocFeJ! z)H)E12hk$>XZEt_^@p1+&fsOv?Nf63hv&jrrSuBjxIMKMV~;@nuoA0*GVN-`+}%)XMi+GfisU?yW9w5Swno$F`^)^C}ntz4@KH-JSDX2o>H;bv0OVFisbH=B0mC z|IfSiG_o;R^yP@zZR-Lb>`!CRdrA_w^#nBsEfZiCT0?pD(8Iseknf1n6CsN`4do!m z@y6=qBR5PBi>Pr%qbHlHst)kj^puSyNpg^$-TC_lM zr?{j*A-F?uio3g0DDLi1T!Xt83$8(fyL)i>pS1$XdzoB8rf~LJC$aAHulq&5wx|*X4zP3#M z!OnRXShA4$Y?z^=M*-Vl9R2#swF>B$^1(XJRN2Z zP5x{>;{cBx>)GP=4mwHGo6od)z;39lHguV(n>jBXUvH6 zj?_hKepA~+y!h`x^;o(?HQM@Lq}VX$USs}eZ2PstN4Gqo1t#;`PYCEq!loY`0tXZs zt?24ma#W7GB=+i9)zj)+3H!evc51c|R%qs#+X*{0nmd7{+d3JmA5^U~JR-j^TEGP{ zQ<*BpOKDmkQfQeApKzdY`c9Iv#^f4us8ZM(z9+oQ4mo=4k(LTwC9ZiY^LpP<^h0x@}>FWI)3D~iLK&WFPy zb4HssgBKAK`}gZ~fFG7?doMH*C+uh%ZOdwC7eQ)3HToqX#n3N zC+~H!LWW#3C$Wz>Pd;#bS9AFk33)C(2I+9z{DhI;j+>XzsQb^ZhY#p8Y)EB^%9His z!KXnrx36ShlR#O*b<6X#`fd3-HTohBUNbd$+Myn6I*q-*YavVMtq*T5bK>_dle*G_ zys#c(i0HVp-&c^H^!!}&u*njRz-6GvP1T~Rvb^xPZ&qQpw5R1m%*?hmHkYy`=;f>F zlZf=;Lhi11n`F+y6b32Rzde+p^VQg!XY2QSd$OasE6?4_r~+|sYd3Q38uP&SaWE}l zzQtr6o?a~bMwdXGH}1Z!dYO8%thoC^osf^(96=e2a&5UsuFN#14h%NH(tClz$oH5t zH_00fZyF97X;yLW-G7+9!Ns*)c=Xnj_vX#2ZcN}tJMe^qi90Clsn7yn)mf&#i~olN zmi~1pE^YNZ$-U)!?pe>nhJUOYgbj6j`~y4((v!XjkiIao&}lxs%iE(8Qex=q*V+5w zi|aTp>YHbvDSahNT1c8qS>PY6mSOA>!arBg5#>|VmU~&QW?UyT7!M|_)GEnujnqhi z253koPzn!fDK7AVVaMmZ5>Z^)J$6Qlq7&BfGv|72`RSS1c;)+x2))Ansl~B^ZFLnm zmcAJUSN>0;4xeBdbxIL8|5evsV^c@Y`w&cDff3ATr$dywQN|seimMOa+bHvE;glj`EM!_#Vc;ML4Q+Q2k(W1HGA~#YQoS65>w2>fM(~t=YL3_ z>wU?djTI9V*-Ozp;0CXq)+k_43i&ViRIP^OO%G(in43(thEtF2=8i-XJ0l|8c0SzW zb2$FqZ8Mv(UlqirmWvwa;qZAtaZ6qb=;%q-AjvoOmnoH5v6(w0=1vv6zy2Xg8a}|P zPJc~3G0uJwm0<8`W#tlOlJPLH8?_)AIQ21hU-w!{Yhw1U+5Pa<6P!zM8Ys_$N6moz zIo8KN*lKYlo)-~!;jjORVh`zZa^Z%SRZ>1|JG=+xxIZ)*9um6w)1`9K$ zQVEsU^QSP8cdUkUAs;|oDVQXW<*$DcFN#5Wu|BYv0)EMlLPdI`h<&c0!aKTo zDIZgmpVE#ihv3qG{GaXn|2eX&9tLL1iT%HxvH#D`nVeaE+$11|+aRT_LBY%s)sBF` z7Klsl1MgIQ6IvUa?c3i=Hv`VucV5saw0HWqEtT#YedA}vF;(jCG_ohI ztL!sKR+_~TrmJ{i+jE*AT~$l?W3`%XK3=VB4jI|s z6QKWlVMrB5C((^pX7#-Iu}F(AwK-zt}+mw}Q=dI1@(FNJULA1e-K8pi-o` z!+Ss1isGWDh%H24@p}?7&q%67YN5&fnQV zLD%mn<^y)N@dAXL`PZ{F(tu#!-OocN%kw6;gEW_eduFT8D4qPq-N1~wX9=D?kMU|} za5Z`TTMOdgPDrW%mT?r4;zI6B%GJZoI74Ia(^>ZNf;<*ib4P-A@CNd+z6rzJ?aHKC zBV1Tl=&*(F){HgJ+S$;h*xJ+3@`F?)BR(sxW6qqUV5-i233j+p{bU{%?oCyw%tGNM zS>BWn(985%;h5x5anc@OYP?EPj>y`M#-d6oytkSgIBf8>S5KAUg&}? zo#$?_jrdlEb{<$lpK<>~((hCd+>w8Gw(Veu#ro`pI_`5^a3m=x8Gu!ng$?;zwJ&wa zM4MP+Bcem<7t-;_rDlEARibXiT7=^|)q5eQ)A+F3aCSwW*fKyg>L-#L?UX@wKVvq}3LI0l8Z5a_3!#2gZx=*M*-Ujz*xg7=C%Q7B z4xxxPk1Q++^I4NR9w}YNo}AW8znvGboeZm@f$9}BT4KfbJ706~FGHFD+7(;J{~rRZfA*IH0y!wRn{7%4a!0ee9s_PNo(B8l$;h$zI%}=>;J?WLI`5V07R+sSORVO97 z{;sAU8BXb}A7!k9pS(I3^M0y;R4|*{R$lf{vS8C(qHoytx*t?c27I}acmAjY^e%-- zIvKSS8wnbhJ(tT1DtQbC?2kG_9v+noI^24X_MG0r-o~|=Q{-eJF2xH-}ec|@8zo1B=*kemUqogz1nMM8V?`!M+^)fCX8eSu@JI6G-omOx zZ3-wyljT@JJQDUdn*pU&^{8G8| zQTrWq)4PyB>W<|!OjkP!!&GMznGmqen7zgL6aL8fMi$Y1nEMb zTSHtwPH&j1n%z{3^O|&RGyU+KHr9aPiPXoZ9WHh{k@?vCcYgvd;W3x z8eHaKrX$SrP~6U0P|j>SfurD2{k3(jsN-dk^Ndj(Yt!*u*;mmTRS}nuSJ=RKw$ay3 zSmjJ`D7zz^4L^>3pZNR%WU&7dt6tNBhS@>=`9J~p!1*4Our!W)i~To3!k-CcBhZP2 zhGM>bRbgXt^Sr_Rsz2yu^FO5danI>)F1UFndbK^hOKbghW-W0rkeOEF(GhX7%6^a+ zU_EDZN3mLoIz=9kIQ$$?>`|hw1Jm5qpku-$xEY$J^{n3MK$?Q6xRq!`LTBo@fr(08vVv-sgsVq)OYHglQ91we6NObp-6L^mtHTzcP9z?;mZNbZpN`(M`tTv zh6fDkKP03RfcEw$F5Wc!H_HNvfs(?EHE?_&n~@>&1PD;aDb3!N272 z9(T;~5js;9iw?6J=Af=rKt~u`s^6`*jX80|Irt?j$i4NScRgB1+{nmPt!-Bp zq8@HSo^|PXRi9WL7GgED@IjzrRXCoNb*Bkx-DG#F+LqxsrgUVS{xZ|Byaai{?4z*- zef)VEqAd$LbzzSID+~9#FWn(7ky@DFpoGCJqI}oJ#B8yqXbIMt)3jO*f&=fRuc(Ed zIPkq->eeKuD%NhXcW=J8OF|wC>F%Ps_R(^^_OrizGd|koWtE;?jkj7}%dQx8B+HKY zx5Jmf--7i6g~wk!)+$zJZcEDct!R@JUgf{oPi4AIevP?>miD*N%EUD(Qyez#C@}z4 zrJj6YeH7+(^Xw!C4@Rd#)#z^{mDYG$4@Czq%}&w$rzX<+)(pT*s~2sqRmGM{7RkGl zS4vK5I~5Im&(-)4v}0|OkJPzRtv=MboU4yXhU<&uA$6`pP5x$U0;g+V7|`-mgS4+Q z)w2q4#e}^EY}l|IcEQ;`izLGM?fyMF+>sr4qoj$D+2uB28AIoMEh&( zzMN*34{$m0YY=aCH69T7zxVladpVRU5Zrs(+tNk^X_`XiIp3K0EkIFww4B}LEl5-G z@QY$T-$BJ)$SO@sSS#Re*{<5UF^491bXn(|Z669EE475(^>Kth*I&tm0^+N3mG6bO zgukaZMBcL{nWGa8?q3K|Otd`hLT}Rh1%iX;3j6L&V=Vw;9#pM!goJsMj4DBGoLDM4 z27Y%5ej0$^2y9s-xonHGZry$ds^_#Yz zN)&3J{{nmL@1@#QsMQ%EA!H?X?{1!C8HSQp)LzE-m zm$!oiY^JT}*8JAGz?EW}!0x_JT>`eT9BcBjJ=Az7oy-y{lye$8kt~p^Y+vT_EaXYM zO+tU53#|^)>If6fI2?-sDk1DEN9AtK$6t;(?M98bb-lJJX3ADpO0r-M=L(cs_p|GagX&c^*t{}duI-BbC>TflUvexdZOo)uB311VtYV& z(_*>x(di4JMJJnPEG*wxY+U{)XW;Gse?Rws;|Kolj>7xBM%<5{6;zg2RAT8`YzAix zH@Yv|=d;IJT^yH$OS>um-WdiX>-xal>wTeUR?571 zZeI>q9J~@VEuS)W#N8mhp8IzZl6sS7RBy?P`3isjIXxvI6q&nHEK~?ba-n-P>#&&q zQ&M4b5^c#lEW^|7_Uou_X-V%T;#{e7j!hJ@$Wqjs_aBm-u3uoJGL2pKDHXwHGuuIAfKiW!Zn;D~}LFjrsmWj}xoM#t6w3|X*i7CG6 zeWnhs;eW7+W3yI?m{(ZLrHzZwq05*^xTqmB#e1>&G2R z)Yf>EE8|T@P2%{wJEIk{C$f*0QC6z0Ss9Gw#@-gFLr53fXG;$Ews7Q^7{2ly^lc8S zVrJF$$OBFYEe`dL3IB)GvRw-vE!dp=xJUwvB-&YFzmBg{Gn~_n-6HP@(*3ji?K=Aw z6Mt|zOJ}7b@!lLzByQ>GZ7OugQaRmFu{((spL~sG#PuxRybEF$O6d4*Aw8Se_>KU z#MQo?`6;i?c<{}TC+=TlZvVb_V_GZyZfDXmObmS=(2QXsjdPQ%l1o(-xL=%{fB@G` z$tUcw%Mr3oG`8Z094B)LXD=_;ra0bxT}@o6+93OZ(ME1n$FErudiGh;28NGpNC)on`cc}?07c<`vCo&3Qy@{qwZmOf;xJSae-K3 z{&;QmxTVYEACARuu&>x|U*C!ee1;I;4O(R*UY#B}rJwJu?%u?R>Q7|-T1RbEDc&I^hf#_cR z@nrVX&ntoe!oYeA*Sb&Tnvt{8R4;SmRo#Z(C2x_bJma`1wvdJVxcgCc250#6(*U&q6H5OZ-GQ;bLJAdkQ2=xFg#^HH~1O?wLBqTt$l zZ;gSHAb5LGw93Ls(-Hf(^x9n2<|@T|&<`IS7HIDG1RK&O9FOu;5qhl>4CFDs142hY zs3;te4C2-R&2{A9=v9-r`Q?B)x(Opb(Z{Tt zb5(2Mv26v%)bCmqn=CAJZO{zsmhC6ucFsYPbVVCn(O3LcYu5HCoEckXzpO8r9OVkC6-&Ae!=pgLn5`*J~r!*O`ri}Jz{RgrI5X< zzP!|8u49PO5PE9_hy!CZ5?7xQaJ3pr4lDURoQNdDwX z$4{+PKw?A$f#dHlzm~idl{RL#BP7i~mYiSikRLSGqZ$+U)^(|IlOp+$0IN@9fDME& zR&1C+xGb^r)y)3-gmE8loxhT`VE8Uu_@$@j;w}wh$!Yo8}omT0}ad z*aZ2gy6K&qUMZ%2bQ0K%MSf6w#lKhsSC4(20sBmq+%>Cws_FNgbUtCcaQRf?4jskU zYD>|>dJ6ODVEVLCt<+ugEd;?0sQTv0%tf4j=7uZxedSwS7(~_Y>@j+i9<&di9 zPZ%E6Tjw6+-viFmx*ZwZFcc-4wrkNz>MUb8csT!wHr(5q1YfoZw6?mX9I$xWvj6sP z?d)_zr@*jUI-I!g<|&>5FiBh?U@0-cMl&89&%zD(kVoWw5Ih=6c0^gg&mO&7O`SkyRqUc#*z>mF2Y=xXP9H{uFjs za3&6X8%;OncN*yPra+K+@M4doAd?H%tKv^|(@Ey=GMBQCc=epwEu=XGRN1A4puofF z5OzX<`0qz`XI5)>?lM#roK@w_zekP(&bQuiU|af!<{Q#quSS*aIy!|l-*Ze0_&*Ne zxa}h%WdtU?zcsfiGhz_%b5N1rNDLaT|2wT|@73hZw8G~%_I4etmIoIL8bMyT%I+!mZLkIo)P ztOV)Jy0)XrmKtWP>4#Ig22eWo$rm%fxJy?k{@d6o}R`B2r9#i?dg$A^_4KX)uZD6B zl;PtZpr}_0Yw}M(PrTK`p667@7_@raO+XRpa0S;$G97_aRkvAFGzm$jckT;{KlQ`R za%Q?+gti1tQ7Tq>>m#YUr-^lBNS_H7lB3R}+?|G0x0w`_9Wu5J&>ksh6l7P|qb+Ry z)-(-&D$=B^&5F8gv86~Kkgu@F2n}r*wT|2i;LmzJG;lh{g;=U5i!=#~-nrXJgsw!&79L?HbyQb{g|Vf>*Vv z=Ycj4G?-9zFip9;<_XpnQ#Rhk|8abi7y{YUAHINX&ay|U%^6yp#+@}cI|i{8)ZE;V z9p_!x_hs|;-6~rNtT;@Tv7KYYy`HTv0p()PL9)D2-wT~m##vyiXtAwu)fX*0J34nhV~&Y)xfsMg zHLn+0HZ%l-xj=7)DgQ0tqo(^Sb{OHuA?5IGV+Y(PaJ;^&f_tIM1DRC=o4aA6mD|Ni zrGc4w6mBZr?|YY0^ZC<;Lk-jSr8s*^NOZ7cO?Ls^GKa4zFPo;sg890yr1QGVZ)Hr< z)>bA)0G?5A3s$_mqayl_vQ7mOXf-perOvb$I!s;5#-^82f{8Y$UiQfE&o!rjj?SNJ z8#_!k+NrM3bFJ1dGQ{x*pqTG>fL%QFn4Ce^Sa;jG6HT|C7FRIFhw0}L;9CjdXm6LD z0+hovT~mwqaE2^mI?tT~;tR$(XXqI5Kvic&P}XVC8D;G9!QYg|!NEyU_{gO7Z@$~$r94b|kVUXJ zCB#>`|4tmIDL!sO(de~rrq$O#+u+l(!SXl*rz~Gf1GB(}v3)Z>NOk&*8O{{h9$D{5 zlaS7`yPCa08tC`;=5axgxt*27kg-ZO4>@hQ>U*-Vyr)fT2{eWKqYlm0*Z8lt34b>O zgn~{aEF|2^Et_neOJwRa+e0`}u!9cz?&ZxhTT9}L)L~q)>r{x{ML6}kyQHJrdC$A{1bnFrf2ES zC$m_cLV|KD*S28X0pMS#gYP7HW2QlVkA_Ae6KNWfT^S~y4pj#2YVm&f<7%eF5nE+V zD3&nYf8CX*&m!V0G_J#9U^%M4uKQXean@IqlgcdeldmP^h5l{a6>j5q z%Cc3lGl-woxi{`h0e(j7OeS=A(m6vrD2SbDn7LhMuhjvPHF#_)i{Z|+=|6kl^& z;9fQ6k4QRsw1#bSjzMNEC}tn$qpZKD^m8HYDcS_Z&iqXf z>=&CJAfKMYc-5>LI8{;SlOW$FF4a-Erdm{v5gssQtdo_LbBsJC<&w5_iDI+C!}9-9 zf&36Lo+vtH_r|`K=yHvR={bg}EmN8!L_Qd?G2-EzfoMlw|xN>eu0>cJ* z6#P!@B_Mo1y?6v-2i(#88u2SYn#W%YuQ>SonK1nW@iof?aEl{eKhm`j!Zz_cKK4$4 zqPLDN<#ys1l}0=+n$Wf0M=)CJqz-ML1}L!pO6b{uK(If$#lKO71e)||W7jb#4%_uh zPI!q`iH}v2dsm(xNaXlM!tqYq=FxY$xm}SZc9rtE`i9#n@?bJ&V1v=npsT7qfqOfd zku-V2bFXqqM}MvD0bLom7XKSlX<4{K#O$=o=w&5pZo4wl!hJ+5_ufeOwJR{8FlRq! z|GD(&lxF&w+UW656f2yTf_iw)f0e8|o45Buq{5r0xvXlFDG=G;#l@iH9zA6KF zVbYOkg8svJ>CNj0Ve4tTbCupfK?^(@4xTBbBUIz?jEDw>4sK%UYmSBG&906l0xEpR zMqi{;4KQn=brR$P*^yFc14$-u?J-jRNcQIzRr{{%4D3^eO5|a+K!i2 zqyr($-<`|0%79+KC|s=Qiodb@kZR=hNx^C@>!Wn~Z!^kd{lc7pH%GoqR7{>#jp`Bf z+FIGqjp347nZl^v)qjMDZ8yDLpm0&L!HQ-FeI6aJ-$!fU2at8~P68EntDv2;AMw53 zx07y|J~J&k2{u`P4Hph<((r`;5tJue%F@|}(B%WI?TLCB=_Qm;P?b97s@O24&^7;U zuK#^}KS^&A)zOUl^-QXd!cdPRLI#p2{C>-&LX%69F8DY6;pL`GrWv%2gPeh%z9_PUA2LW=CPMQI3f)R@@yy7|Lv z9N`B{w0iUdKBG4EE44I90G=t|Njcn!B1Lf_c^pd`jgIbAgBFYJtGwWJyd)wl$nX0% zIv=Tu8+{BZ2a1+F9pjH<{K>nsO-8AfVPoIIsEv1MoUg9B_t%PMq}5thIgDLD)t`zK z?s#uC1pi!$EE%QA*%5I5hZbal%lI%WD6;kx^yWFl%KzgLz*di;PFX0R%I!ZSLYc92 zN^35nl<&z-4iu$)6AX_NW%jh$hA75dk}^Zt|F%n@5mhFJw0SrhkHn+I()tAcan~*8 z#6lE@I`d$AgmPS33^TYdaWN|BIoL?(>Lm?4-Wt|AB8c+?v9&pO57lA)*#FLSWq7Zj z+P06b$(vMdH060{BHNwNB$`ESfSE%&q3-Xp30i{i(LxAn1xX>ZRQ$X9#SQ!YINt%) z=4n@^qUL4}nGic&nf4z$H&%`0!92Mv{mwP=eYnlvfWn>L$_#odGuiwy`N`2kR3Wmm zMbeQ!2zL`KF@_)t-uul~Ql+MJCQ_?!;Z9V$o_{kh&%5yMI3h96V0o&m#ehCKfk26Z)vT)5f|Z zBA)EPIf8oyFJ2lJ!fY&A?hF3J`sQ|=@Oy&1Q-haXQOR&cFFvu`AZJubNe#aKGEWm@ zUZHdWi8NgzoNU1P(LS8EZV7L?Yb`Vf)w;MEb!`v0)^`^4k0P2oZ~VmS+t7SSQFT~h zQ;TL55%4RY#=a%un|-u7N7)wk&-n|dREw#@dv<_+e#e@0e#3ehYTXf2JRW~a?x5)ZB zirHn*?-<@G#U$SZ7o9XYV_M$f(Y=Q>BZ4P85Q6t^Y+Ja2pw`97SGEr+E%nH6^>>rp z?CnC2wPbjOuoSSt%KMjA+Qmh7l+07hZ&C>^Pl@iR6SZOmM9U{`PxRhd5YiL^7F_G1!%<9w_bI zDMr8Nk!_oAz~Io)ZoaDyr&-ANFqWU~Alp}nAMoB{5VhQ+jW00A;=`T|At7&I64HJS-z6|rq zl?Mxz02gVgARHc?k^{x7ik(#Fe+fz1J7==wB|al^sW_U~0bX8PMKM>h#pK3PBm5FX zJ2)ra?`cd^h-|^{Xma=5dLE1?;ioF&r21Ac3=Khb1oltKH`zQ>o06eBx|E2qeCQ^Q zr9yuM^Hc1D&YcQ^F0s2nicmXhCFkqzbV9O_^TPpSE3cMx`IwA67HSf+7PL3rORMYa z_-~*k@dWf&wTuDiBAVOBiI4Bcdu7$eHx&w9BWsT{&|*ZUsg{l%A+}Bs3<1)g{~_tV z%)+)wYC861pU@pIugp>w>|1;x2#91N`rvII9e26R8%tGRnuEJEGXNA|jN?F|0#?^)_ z-%*@?Uh-|fyQ!L0s*6>wO_>2DQzzLPlh_&wMm;SMdvB7AVr0lFu~h~P1*e6B$dFzM zD0C^n=Ag{f)h{43&}|YyoTtOGo#s7b+H%)gQc(Yw!Xeb++=iTq#i8f!A|8ZVk3ktF zewRZZCy_$VnnU-s<~)6rz& zfG=_EAKmLidAGe(n*A*8q$m}+gYW(1EPkD4J*Q-_16NRV-=jaE$k6IBv)0<$eOb9? zkq+(1EBAW9O-aE!OC3y@r#~;X0o`n!v5Qz4puM!`$B0$J*a#XL^q$`<)iSnj!4Ju$ zHv5UpVz)Xd%=O^Q6rSQ#>T`%(%a2j-K#?tPUS`Gfes)=}UoA@L(_8Uau@b8Gmt0l| zo8ZAHZ|`Bgs~9T_keYP+F?LsZ`3OxZgpB9xbTemFW^qL4eOH(-{~$If=WOlxlQ_w; zf(J+0%AY6W_?x|Qy_N6b;X)yXLxz-ehZ^}Ag6#JrNy|r8qliTn!{l%m(63a7&p{~L z1=S1BRw>P8*g(_1=+sZZUEQpUvu@XJa>nvC+y)Gy)DVy7*55m)CyH&kJB*3QG=xZP zA+gv|@O^xZsYj`K)!!8*R-aZZx8`@wRUDCTIJ%WYLLZ^3Vr+gMap9y0h3Hw$?K2a% zxWqg4uHzuR?tmNUypUMY@YUPUw4mYbk}crFxB*W_wCt+xau!rcn&@gD8*g|_F{XQe zrqQ_3oTQOH*=GVPPZT>R{ia$T`izXa5+dut`ZfCD!9k=6^i4zuDAKlQB8ok+hu7^B~Qj5tX~8dH}Rq`?5K^ z8+MSQ~0@4g8+#)6G#Me47j*Uzx*;(cEXlTi_@U%K4;=5K8;(_;C*&&)AIsOJtYD z7_NNRcMNKv)gzm>|FgM1^bTzn0er7F5N3oACn$dNyQy3>*wxLHF6~^gCe5{q4@Jcw zA)G2hVw>fjwS4^yeKmPi?)+4kZJ(B&W>+nD9=EpCG6Mb4sBvl#u^;L*5hh}MU;Ezo9plS)HhugbP|?71ygJ&I9dt@?^*hJkr3%3A{L_!B zwyRYw*{vbBKSnLKJoixhZjC%<;Z?gPDhFpmB)zizMMQA%xjBTBE9$`?EIz=r?D)Ne zRH(7!Z>%X72f@OdBm{Kpc(0*)I97L>>J{hpKhWw}hWu`l6$`6-8NX(B9dHVcZ?yct zhPzm`79f7izUbSlI$(y&>mdZ+0CY*cLx#5m2s z5Yzqf&LJQa{R`)9jsCeh?Dfsmj|(7D$dpg~S4i2N z$j-HF`C3^6SHT%J`5s!S-8w=)RtrAsZOFv9>Y0!xJ1U&eH)%xMy+&qxDvZ5;SfDAp zmO0sS{j#|5`;Rgn@{2yQcenEcVi3I03?*OM{xEnY-Rjc|7v$O$yG zI{uQ9JcxFe^^_~KcYbP;qb40@IXNEuR9oF$R=MM%RJoQq^^bE+&P3KhgTQc+?B-O0 zo5c2;J{6_AeU1VKWVX@8U}@O2q#=O;y@2x0_*9MiU7RI}Q1WNp=CfI1O2^?+cd3JY zRX3mjGgV6pN%~fdrqNqY>0zPIvk%bojpK@Tjf@#hGo#D`&2O*(MM`Il>hBerCn{@V zev5?!Cd9uWO^lVxEYI?7{Bp{+XjUS#lVyhrG|-5It`O|~Ak&5>Pg2jicYSz9J;;l> z21Vva+9m?RJ4}x3DQ>@Y(FbKd_NaJ)Km@tIrZ#5MG zg){Qxa#ns@iNh2n$7&POo7*N^$+90q3Qc}&wQS`$xDi1F{B#i{&Ph;MtDx911XN=59LAQ9-9%S29u26Q=5x2?-! zFcmW(FNkmuonl~8u}B?iTW>-KWlgH%TaHOHgFmDOjf>juo+~n_+b;2ht;X!aAE!kM zsea|DXo`QB#-Bujmn*i~Wh$?@rj(lGei+i1__rv)PFA6DG$Xb5B=;lO=kuUr4z!61 zV{?`G2iH|xo-}^3&dFtY-4@q^&?)$%P|CV94Qv$UcrUsfLKoY90Bj`m@=l@K{k1{> zK|9vzHX-~VdD*n9kLCyH4f}{0W~zk4&c88B*x+`g^CZQt zkbonxRmJNW4NMM-?Z#r z6QXQWBV@VS;N^)u4yxR>65_)a5Vmz`7)v1uujI-v$5(mV!;HUal1mR$mq!vB`;j_m zCQvudXa5a8_@a*f^jBCp<*MUbEZ;)+?Wb*cH3eZJO!2Ey)YI@No0#>XxAy>6-Jq!M zW{CeJ_dW$)2i{xREj`-L4bKa;l>Z?O1^5Fd=j$Bx6tf4FEVXPrb=!ir$DLbu1Y^7| zq#%dd+J5=szWH11GF8;%U3)cZXcnXFNLffY+YjmknsR9=)^P%c1?U_Pxx30kRh|h& z#CCS$V4Z;yOqb-S*@T5puqj!V zY+Am@8${B?QU2yNoDX*YzSG*2wAo0Lb-N|AZGwNY#s0F~axvGOJV@d>#w3BkB&&7w zy9_mA+XUIiFR)Nn_P9|CPp3Q{I=WZ$tT+N-T$J_xqhwMOB1!s-6n7Lwjm4O>JyM6e zA?=k2F%G3T)Dp1I|2hbxO0REeGIdA4f2y3dqdoxiHr(h4E9!R3lIZwzIw#;r_UoUl z1wGuBoiuF73>s@y>Gj0${a)Lj&A9b{fA1xXEVrzV2)@L1*j}J;@y1EoR9NnWNJb{^ z#p4D)Q6#L|E|uP6Vc97*GY$0wd@P z*$a#E1GpN62_WiGk!is6DCTnZ;~Q>>?mdNy=q^m!n$vE`Ek57IJAjCyk3#0=3*$GL zPwokfTuE-`slyw&AE?X(^#ml*8exIJt>kF;O|a7pC`bN_tMY`#7M;OZO|@+IB{I#q ztub0A6%Qmn24ANIqGFveFC>ogY3oTTLK-MY+=FrRwl4X-9+liBr=G&QZJA5#6+7Eg zswSEZ;r@|!U=?1*L}Jf4idNTxy5@Bgx)a77&9xrcewb}Z8@c`=6+hjmhLOKa|J<3K z{YWD?`tW_r(4WhPj5Y_y8Ab@Ib|cL#yZN-pByTc#W6s7fk@CY{-M5HC1G|H7SPn!u z(l_vN&CaGYp9Gj(0=d%$?(uIu|32`$8KT?)feGrS-?bLs4#uat1UD{(uMhPI>!1u} z!sCiK_mX{LHH6D6%JRNcJ~bonhB^b_aPC2mjEMoQGnTL6ZX@Eq$?@KLgVZbU7vwUI zlu1wNhu{CCE4i+s+I!^RO8Lszok8Tp?&OzWZ=0>05m6_p=ID3JUa;!~qI9L9cx_bs zg*}AX6Yoj>AJS{v{46A!HTV6FU|ki*q;`R?o$Xl&<%|`?B}HW+lSKQ=|r7n z?z!lhjfeOT5RoAMSM^noj}pbHjvT(lS{q>kaHO}V&-1O3HUrE^hwrD<#+srs&M&ij;S z(CtZ1aaWgatPXNjD-yjFI$z_mYMLLjW~x`d&J^f`e&Ua;=W?(>P^$HYXy0N7lu|hH z9=azBeAW1gyAU+494h?>QFLIE&!vXw8vmWVDRnB(p5?tw(zYC&Y-3pQ@U^2%kjjJo z>to};Eq8k*`?!3Xvn0zw8jKQgb{qZI81^=!X&rz$yn%aUC5-ssDUVqVXw~P;JPTUe z@5y~0kGnJMd3=As%uF+Jh_4J31ggR-F0`m(L`4t{5}CTV@{5l5hb7X7&VgN=t|aYW zr4af#R;&6GEp|dWkz_x`c)lvZK@t90A3|G_6>8n}F)q|XbF4mSPTyKXGB0g@jD>Wz z0IVYJ^pkn*fb1=wBFm>U_<)CNGbGx~R^pcd&N3iFY~a(_zxp#s(8K%1w#Y4>TDt|V zW7-~yENxB6H<+)NJFl)C4to*VS|X4#G7+kM7cEuTcgPI5qXR`rn8>VyPVPQB3Kp1N^Z zd;rrRyobj}U)Ua59=t1%U#lFPE@KTGPu0gB0;p>e=njsDOdmo1{KOl%}Hg7;A^B3aT0snLG0QT5j}ycQh=&bKE1QrfA6qb9K!MPa=1A za06tN?&Qju7@_k3^rp@3J<$q?!Wyq;`lu*y>?!6NcIv?>VpK_ox?z445ok&0@swNP(iU)-F_&2CXE$}0rY?RuR=*~}*U%c^C86aAZ zQ0tdLoIIPa)I&x!>Rc|CapF==s z94=q}9`uqx!)BnhNz}^TJ``azQ^!RN++_ynscwJby7QngMTIRa;5YhVzg&LW5htYa z!oB3izVt}-dP@|eAYdNAkPY3Nkv>CYhxn%tk6Hp?ek$*1zOBHGBPx8q^|WfzB&YNI z4s1c|zNz}1XYBsv!@B{jb?v~j>76#tO%EbSk&G~^vY>8(CymphWLy+gjwHwIa_gaq zB{#m3l!z!2PPTPPq=LtpVQL_eao(|-y`gAzuNcyZmg24&oHbM0samB79GmGv;dX|; z6crT_ax71nazz81mR{liN8a0P9QD^E_T{p{3tpP)O|Oibws~<+e#2{Q`t6%}?Ih5O zx-~pr+J!{a-j2Vl`g{7fCaxa<59x0Rr%6eBJ%u?ZyHdy7mc3{J)C{zM4c_N^e{K22 zRCT9omKXuZJQTS{fXw_+tZLdbL9pl9OiZ96TnD z><74D@k~WA#tF^{QS8QvY$tWKVY|M+ry6^WT%5z`B=sXM{BZodlCK%2O|5T8eHX~S zR3idr|6-{MD)JFcZfhedauJU|CFZS3(+^Wjb*FJo4jdVf)_`UCeTk7A8Lt;%Y?muo zN8A~f2Pr@43(2$fJ7c=Esfhpvp)8FEu_D2>LAL^1{AUW*RmdKQ8U<159%rY&9jleY z%?jG#e~{vy)B8~)-Odj?T=9=KJW6p~0oJsv-{t%3!#^d*D&jI#Q2me!9a=^73$SnC zWxv|4$n1#JN|#I@on6@*~y)e>zea8&%@le?&m@(;@2NicMqg@W^2_6UTMKP7XQJ; z8qlU|Qp}y%|5%}8FAob-`%D`0D(SxBd$lHRYDTSA!nhWuJ_l3jme`PL1T)~^cS90? zc3!i1eEVK_U~qRj3?^*ZHD`UDwoG{yyX4#;zQXe3<1lqY{cBpSa(JNJ*HlBAJjB=9 z;FtQDGMHbcCut}HkGY}W5@(f} zT`434>wKSeiC#Gzn*-r8aUdymFpy*AW;W_0-hpvDB<v>mQH%r~}Vzfsx2YOXkPU=r|m}m(9vC*oxe0 z#h_F3z0BH??tvPXx6vGvU)6v7aG#2$jCFL?Z2GLC9^G)JQxL@vp+{fv7Y4D5{_jD< zIk5s2Q&{~^E(I%|{NKa3iRmRbrmvN(3wBhN-MM(bzBPs20Io2?K~pSxBwEv&urF5A z^Gj@;fAiLh_7s=4$}E&ip269b{Z{hszpDU)UTe)hl#3+7Qj0fgVb8-!ZBe#EdTl&8=6wp;+U4-#~qvN!4n>FGKh1xxVHT{l$p9IyjpCI#jCL?jnRYi z4-e(8|2!KpKRNJQ+Vi6!T%RDHW5U%EhdB*V@lJ>yXHd^+F3*a8Eq@}1{A-|2AtryP zM3R#=k2D=kX!H4Yp{Kr2|)^4b_hDcbd}mxF%V6VseYo*iUQ$U?u6;9_(@2jUIUOn2d9- z_+K>9`ZOKw*R(h?C)^MWWVSgBSfa!u?(~JrBu=D(0W~7fpEhGwY7&wklKch6p`0yu zOq;*30I3x!w{iXo{N;~2=)b0IV(yi#b0D&Q=Q@(!Q?!e(Y}dNKZ)D#<`C2{h0ImrS zNV~ejB`qwmZNejHpV=ca)skuw9dZ!u8EUk#q;FnY(Inp;^Di;Qak1u)*7@gI4qTUg z+rOn+#NDvskKvF?8DqIyeQ89ZB2AtcF+Hp^bU>f^C~T~N>i#_6LAZz)P0obs-06QI zq7a~WO}Rc0wO1i`;r^73HfkS_fB?WmGi>}LN3e@Xp3_kt*FX$Y6UBlJ4lkT+7IFn6 zZD!2gOSVb>4jeiy79NxUY8M6A4xlN)W!r970J{j~VIid+mLX@E5s$`j8x5%NI2jj$7vnt=Oh#_=Bw zt&;rEzL{(mYo^Y@gT$*2>J}?OF%Zg6Mmc3f?4lr;b3W#I5#A~_hi`Fz?wrhTeQzm> zogLRTP$-aWcu{rN`jw-?>f!gSGPkEw@bF6zTF+?w>f$9ty4z=c;7>X8PZx#EY0bA6 zpij|mE5Fl{rcwvk($eB3X3n1KaxvP@VMV4mj^G-K^`t8{D1B;F1MwA~{ccAnuUjac z?D+|wWmD`;(F@Yxe9+qKaS`*k-?I`Qe|DT0WleO2Z3Mz$rJtuH^v?i0U+#8*k)ng(5a`?~Ly@SH4V_)AG&+PsV;!3#yJh^xTTW4MFzFAP#w@$baWc z_2&o*(qg-gdFO<6XJ|19ng@P@I}!nlP9u03RG9=sJZH3zwUN7BDCxlMU0b7R)J(4H zhpn{1#iASBt^vOMyH1f`7{jJ`%3NDi_Y#&`$&3mKIm!TGJKUprD9pan@OmNj|+bV zSm!%V4NA5jH8N{)Qe&%;YEIQV(xXntHCL!l&m@he%n=Uu5V&gyc9#|!1~cM#%4iI3 zCJ_n>NfeZ6v~tzyhV@U4)8Po^POp4YdCPgVCOa6D?8TD#(`LesYA zT$)eMnOGi_jk%Hs#qQpd@uoD`(0D#4nb*mHgPGXYy67D?=FOEm?Z>UD4>W#_rU;hZ zmJamwVTXM=;njvdzRY<#4-Wi_`1qY2nK4 z>{w#1D~*TA`F(lyh6*URItTqZ%@18?M0Gtic>WePE$_Fr_QMBP+D}<4!634bA-~VN z(Bp2`>Bx`K>O7*kDU(nAdgRS!e#I_E5pT^wE>SmOsEr&k=myn!KrfZ0biS>ysKJdV zqAIp%%d*1_wNyj?D>2@l8zXF5IH0RQ3nXgHfji76VUkkRGud+rs@Ct6sglFU;1N8T za`7Qe&$A&|gRJYD-kWY-;f}v5UxqfENbJZ+daLbESqFNYzwm6K>No*_}p z)I7*puz-F(TuU&)4+k~zwu&;AVfLUAT$kf+E$4ioN7Z&2+i=jZL&9u9D^Bwj+eaFk z`0$Ds_gI+sO8l5s0Jnv^C-GlPw*Rel7M#!$Y;^)cFWd%(`2-{aJZR@ERDNIoB_NuD ze`ORve9qW$pGAtPjtmO$0B1XDwm2eKrQW;L$n(4imScPwijO~M(k;ENvTWm- zHMXr?CzE(|9rz|pU4O%TgWC&#u-dhud_}s`#B>mVcKSg1pftx!vXi}O4nIs%cP`{t zab%C8&OaFI=xctxA}Ud3GAfq^uprd1X{nI40g8}>Xb>jzcy+`w>dEOX-Sqzdqm}kY9* z$^d^P)_$k2Z});fZtg1u>Pj~eR+9hK?Z5be zzvd_VBQaN9D|g_x7T*j@llg(wI`tb?y{i7)YKz3gsY@hPCI?xPF z)_y0QJVLTuzu`S&$aeUM1h$FaA*)(w(FbA<5l>R6-}|i=spkHDeg--@L-htFYzY!r z2Z=(rs)zYV-hg0JzPX~O!kS7Aixvy%U6D^-N*8@l@G(IUgf@zGVaAN3V_r$)5}9B( zE@@o8pU@#QZ`|A-Uo(mv6Zsn961EOd^kYGfr<`9V( zA5Ra{vbJ>k)ScDlhGNL#(8Z)r!pjdsV)-0sz{wZUcg=3{IyWs30;KUQ-mXV%Ms@DC z)+M^DR$8C;ts4U!O;{~V=W^8)Ir<2Rjo>fy6E3V59J{?cQ~^Jx{EKV2U?#g1tAf!o z0uv`L|*xq1Z z|MlTtBz8XGzGp4BuGU!yDKXx6EaK-wI^2pM*#*Z=)~dPVtByTgwapt$Z3XZpB+c0(L+E)%GgY@#k7I1mBR9~gnGG;UZ!IR%9bl#@KJ^-|S zr{=FIQNeqhn@m!WVB|e(18fV$Z1DvMrKt`)1%a1UEZB#MNfBVRxNmGF=%Mlg+Mfwa zSIiY0%=h1Gy*y@SnK!0`%R9QdY8b7M3rIkuKW&tpRW$_G*IC-n6v zm^<&Pbu98yjoNFbNNu8Q{SPiCL%`afCc2-yiwpdS!e+dkEG44(F4f+8{q85FOpOht z#k&SOy4#X?dC$b~&Cj)YM{`$Suhe@FzPInqX>n&HMLlS-Drgboxv7UvDlGJGV6cf< z*S@1a<2ewTIuJ1(Cj=r*P8pBh%KLfmu*k#{O zo)e7{0oy`9B;%05mGy@k>3M9_^wB7GT*)%=P4`(}o(74Y4oZ!@ zLLtd1fSdXp^BCtRj8k0^tMim_N&IanVKR;9!a-F;!o-9KZI79)cddCS`hINqhU#WB z)huoK@pDzoD}ha}Sx0M4WAdL7#FF9nE!GRDZi=UtXDg_=!y8;_`k^W%uf@^0KS(c! z?h5n{HnlHammx&a{3M7jZw{C1t2OPZWhtcRlrg(4J(YuWrTt1viqkZ25o?~yOnjBU z#eX+cv-QrE4?xPvOFo`lXt&))igEM9_}MngCGa0yt)YP-0o9GlAGlKDCb2ASFlY<~ zk@_D`vS5YtnQaJmf(L-q9l!oOj!Dn$>)IfGsRlmjx)>Q)cB_r-hhnNul0(84PGFNN zrcl?0;2T`!n+pNUIkUZq0{wM@NIw47$7l?d{oF@-Sn%x6wV>CF%@&A+ zkI;b_f~y|SHJ?CjjSs5>-JALTxy@5V;Yxfx!1&Izzz=@q|+0Ypdb>T!s&sBVE zg>N$d7V|?i)3Lrfu3x#QPsk7mI4TrGGUY;JF?D>Byt79x~QYBT`uJM|1>YFxyixKB1Z z*X3e8pFkrWBNe)Ho`87qw!%G2D%_9bl?q+lcrli^Mdhfvt1%kv@ZT*ECvCLYV>Y=a z%svh5g@$=>qkLIRVdI1gR{Ero;W`*y{bVjgbS&%I3uJC4>9F}0ZgAo{!fC2trgqgl z>R^%e{8-(ToRTi2EiYL*%0KMZs=b`lOV!u(<_AZOAF0_l? zP!YGv>`QWz6%8fZ#lp_m)U`lZV}#9gA&bw8{)CXMa2hN94cg$}k--Q&4tEC~KYICV z{@R%*Y$4`Uw&52VKYE)JUHzyQDt=5*A32*fNiT6 zAi2s{ls)!T(snf?jJxB%M}}rv7}Z^kPK2W|wBuzJmrF|WlPf2lW0O}ukhM{CBYu=Q z3HTnBF=2T*qT@)Z|3;=3st`}gjzJET!d0ZH^PQCF+XdZtK5qp z zw7$}SI*g5djonGqDz83KX}{;v5HOWXXE8xQO9C( zTqvFXN9~JWM6eOg_`dtPr!98b);o1V`0t&rQ4 zmS{y1q_!Wa-Kn~cjr^&wPsdV3zHn6OZf{o&{pk5>^=y!eb~x-zm?c%tD%>S^q!@*> z;yTA`oN)}2l!6ff{c=U;+ArVLewwqrHV=^|N0xgf_W9$z4HlN` z>&y5%es8pRh7vD0#`#k$d&zyOZ25`iup<5a!2lxZ4#*=UxGAfWWpd=PSCR zEgnI%qm3?b=E*{=(sIYK)OV(GxQxdnz=C=|fZQVV<3w`6$GL!k{YJT5=Q%R4B*ZIG z`f?3xtYUM>rWTuObHvWQn|N`e%F}UM1aqj;OYOitjH;y|>H0KBwL^;cdG5iV12~Y2 z`3Y2}=U1ZqhtuOe)bpca5rWu>Yp_i=m#cA^h9(Y~`mC>Q`Ee)JWo2rH;TfLl>S$;N z_lUvsvwI~lRIg}8&xVk=2s_4se9Z?junJJDdw-`o+ISnufXXe^ z8fk8atnl#i5it#b{t~EovW!@em zq_l3d@uM5F6xXm94-e{oheg5l{6=$y&phRUr`YpGz50 zHqvHD_z)idr?SRfnHm7G)HfX&B98Y7fmvCdn*~x2cZN;2Xv)Qhu4gFXlZ*3F;Oeb3enD*MHoUapQrW&kA|xLid>7BuwZ64GFkm>LK{6Is6{w zQ%b#1&qmQ<6(!N~}yqtDR zf^$ZFX1u=E)Sx?}We1CB?MV6ZP)au7Hr?DJUExW=@Ds}tS?^GZ5b$wEZk4c?b5}p5 z&bQ0?M3`a9ZCpY=VOJ?`flJ(?A5~ZG+2oo{F93sUF|*f2$Dpmgkww*YWXVN4S1efM z%ht}qIaR~}j-_o3kMA3smLNmvkktyPb~utch`oGm_h52A-k>>@N6KJq>a1U_(Cd2i z>=uYF#d4RKEvNocp@Au#lbMSuxpO(L!i3XILoN=|?ZqrHK&)C=7B?UbP z>^4_4p5V%Suq;LbTZ?Ceaz>Wmf~Bwd(KyKwqy&G+ZN_P*kCydrS;WmxSpUV}zaH5S zd=;|wA;Pj%R`;@VFiPz;rIRd0M7y8KHglu%!z%hA3zh#zE zc*9HW8pj|}Ht0pyz!aKJgOgO>PlI0&1;@Z(O%Gqm-hf)@64=2puCNCud&E#WLb=aJ zQ1(k&QSL!Ltr6W7sxFBiC*rHh#K>|FRh4$5Civo{?2`jJ+09!nSouu+Q2eQTMKcl|OwkB>nTUKk`Q~SOVJdZ!5Rma@os1+>e~9?fGz4 zFX|P{ZwH&Ab^`nRm}5fkD>FB9*y2Qmkn~2SLE+)j zH7LX1gtnZd|G^*YF7nzX^wGsnQi4N;OkN#hv!^Wj;z3eu4Jp{QpeC=R2n9;D4>xu&tH|a4ga!C#sgN} zFmoZIvMvKzCeJ_rWoKn7V0TWQ&f3bT`L(bC-T8psBgP9>WQQf06B5{g6GFTP)j{qE z8oZN8S70=5t9kD61)(LO)6UqR8zmoYe01)~P={$}wRoPAgHSP?r~ZS>^?AzGp7{^1 zj%!?A$sAZ`D2sjA{9*UDDqoPIdhS5pVn`gk5&Gd?8KUqe;w4nJp%jCV>)~06e z3AI-+nJ-RmV`9hi?cbL92k)-E*(%D;2K!VjoY+?Ox4~z^8uWscpgpzlzsRRgT3LE` z|5oi|WAJEyuha;9Z4=@>))DwQ7^|Rg7u-s+jUU=Erx!w&AwJC_5+bN+E3mFKIV8Ry zI^@2g9_OU2;>V_tv7$(MVAVNKOicpCk&G&PKlkpr4N=a|vbib- zB`mvB1{)OHGzaL+&W2B1+<|`D^ z`iUw+rLHPUyiu0_sH`|!)Z8)S_6VJFeUEF;6@@!B!iB{0zeCS=>ceK1YOutxui`ef zDBB!~9)lGv4Qz>|m`UoAjn5&xzv)hMy8(;1=+OXAb3a#8BEfId+f_6lsA{&T{fiP9 zlj)fCYq?6)raiPBC5j)_i-taAq(&S>(01E{gU*mxHi!K`wVgUul*n=xJ|rIKDi>G= zJudwGrh1fvKU?4Y%s5z^^>!dw^9p-k?^&nEKbtpvdeVPlc4@g$gbWo*0jY7H-@|il z9~6aVrH1hnTNX>7{WaAF&`zUOfj?+WPs1tQf$@i&q%Wk|@RvKH6G_H^$-5gPM zQNTve0u~OK#3`;v<$PQt>%N-PcSN6}`(~d~XFfe0#uVt6l5qla^3VfalyUcRSTnUA zBX>!p9u%80PI~*F*u2f1G(Ow_?<450AzHnBt!HvFFn zWTAHUiPkUUH}v@8hc!aVvmgN@D+p~kqZt18&$mJ%dbdCXqh)IK6`LPeGrNkXh;fxN z;vyeuA?(o>J5G0uN@_XnjU7#vK=9jqW^%m03ELg6!@v)&)2iCOM(Qs{(hd=YT`6M09!EHRu^jmlU%(YUAL1MdSM!BK`1FR1W<8B&V)Hs$4sx6p*Kl zxoh}rwuewMEKz7n!r7j%6c3N7Zv1bYrq~`#LEX^3c^v6pCT(A`YM&#`us@K3>UC^b z+_sZB)=Xvl@RTq5x5(s!5npfIpWQ@*jYwB6NNMU7_wu%BO-**uwemt{_A`lkAKgbu zkmsZCK;*lqH?`(;HITuK zgy5UhW^GyGlcraZUxBhL-av5L+K9k&;$0C1EthQWvnJMi{BjKtU4gN{GjUL~D?BhQ z3)Q_MV3~)pWn$s|_*A={|Ng#d;lY!8#HB`tR3__+9I0fc&GGB0lkxDiw7uP5`EUfb z*%%W|tCV7V1?jJwVvU*$;oFEzE@j0o?n@x1Zbz$>4HAFd;%NhKC>3Cm-}2Ope+)c$fb-(TpoGLMZQV>hi6 z?1F6Zu!maErEiM8-L0Dy3m807KJXF<#%M%6?P0ne>rNONqzs$qz!$|?Ym_eW9~2zq zj2_MNv6SF4i+vW5rMoQa86MZ;+h3wDZu_Gqi%8ml<61%Npymf(;!M5L!m|)FJ)oVP zhRYZrrx*;Y9STTL2nlxjNU4ltLT|!0hoz8VSe=4QM4Fsc(Gf(`x|gNp$#1GCYonKP z7rni!mJ<%vOu6de?KT?yD9IUDmGD1mLQ^0*k2n-v$5m~Wzie9BLg|5KEqlmoFGLpY zw0)cVVbE3xg7*(wW?S}*-$yg1Qk7-0BP%f@GaEfYZsEJ3q5qY6Uq}wJ(2;e54xeMX zw84#TfHe;HDZ&`ApQO%@YdOq^I*OQq8>WI%p6P3|AODa;^ZMC5HGMwx?SnXzC= zXZHnt@IzwUox%VkQp_)T^dS(f4{Pa@oklx*U6=t6?@r;rNdE25>x*1Iu+ki!*03Ri zxI6pG=$->9VH0+w+ft@gDbnK*R=}*=G9!M{D<@&XTpSWg7fV!OB=}Lb!bsokpf~plj>1Tc3YdGCr)`=z~0vF-_rw3 z6*(b!YfpqRUu5AJVF5UkSKHZFsH=F}Np1fnD~Zwq(tmKjx$26B+D4Lc#JT;`OFLOg z1JJCs^DKuuRP?9VxdT*~I>Aqz!TWn*W*9r_A_0GzYdl(W ze!Hqjq+8upi$T(oX)blqHtNt%rW7Ct4siD-t+JbH)|dLC8HjJJm)fs=3@8q56j<3X z=1M~sdA{49jg@3J3iqejUgIlhP=0>GPb7My(|UsVZnB~Hu7#-qUapL)E(J6Z`w8Q+ zu^3SAdv{09AVmn$Tk{7zD+y}@gr%~m(L)kV$8oMuL&v`4xpn~;`EPU>d%zP&rf!WtQ*4ew74>^xIZQP_XL!iKAaF*w;)0y1tehl4(aeigvd4 z#|0MtT*LHnhUyw)G8bK;L!Rfs)nQk2-qlhs{cTe0C2)K2!$V>N7FIO_R zhNHf(BI$Z;0tjAng~vPEp?`Jzwe+SWinLPTPW92l&Gd4fsZI2rfAosByp<)$(=Wc` zD^|$*B;p-c|D(uG5#eA3X=0f-lQRPo&XrST-=i*oYzTMNHe4ZW+8s^(6AJB3Qlkvo z6tSn^l@hz6K~$2Zl5c`uRzPSw+6Nz<)KzY)g2bTw2dhnlySX zO?&WDu@o0GJ|xBu+7Ro#>%|qFOKTgk^@sJX+b#8c^87(-NSui z|JV1-EC(q8xC!hAxtUI?OE0Y~#DwlNX$mB3B*uk<6c#@$uko3Uao`Z&tB#bpf5lG= zo6HO}a9@Gr#hrLeRrO;M^}>s!3<)_o_aaNj{X;pw_nZUbnnbP$Fupt_fvrGRHfS^U zKbZ%<<-nh;EBbtk{_Q}~#Dd<9xLd}1Y!DDyZ;BS!Y8La=W$W%c;P9qOY8nR__pj5Z zkKUSOLh5xy>dQ0xKnaHpp=?oDy+xN-W_?BJZ17YwS$rw9Kx;298FmQx_G(&cuvrx% zC~(NtSM_Ww`q>3}hYjeUym)E^`Igx*nOwTIZ{a=p$DL;;<(wzMBJ6+zF+$(gf;i*} zRug*|EtOuygn}ZIA4gfRqPa?(24}&0F)6W7?a+?6L-J*WCIx`SCc(5q6nbN>db%py zeNau^W!2mqrBg(r4DvJt6P%l#Z0~ zF(D@!Xh|}B8a39^j>k@~A|5hETHIl|J%?#^dwb>-Zz-v{q8k1Jbx~uD^tBtERO>vrK=^G3Xz@(DcsoXoJRM6u2xk077Id zzh2&rai=~6nM!YC;2qr?+uDD+=5%gWh<+I$6LmqF)6gg+D9i}e4zD7(k3uZXQ`ko1|+q`&w^$=8?u_-yK9A*!0vd zW+0nHU3OtJ29AmylD@y+*{CjOG{Y?Snm#Nk?@fF#YLv&3N~5tgcw6`y_h_S;monGd z)!y0PtYLVgT$Jj=Zm`HC$oNXBilxG&#(22ttJLaF+g}U;{1;HTD%7B6mW$qA>+K9O zgWyt^miA+7PTmle(ad)Hghp*VC)pj00{E=5gG-M3^&y<^5ag6GSe`my7WxosSC{kW z9&t(QFvOR=lfrlSYTW72&YB871)AWxP~)qaKbCjmBF5=&5an-m&EDa&Q>&q&&DQw? zPYcAvM15xqj%oAml@S&E+VgOsucwqA07;D_pbA?-Os7k(hW(Mu1FI`b-3*nkdoGyk zUn1>ydA+G({t7pgp_f?MnFe7bO+(AK zKdeq1P^CyAy6ny&K5JfpV}G}}<@@nmym_YxifmiA%a*-m$S2DdsrBj_e_?}xIiW16 zMF!UXe09~WgGYxqC&O?Mv z=VWuhdY-WpCj)x&8nQ@;#f%MSF%Ps{1S?(iQ03sgK8KP#)mhRtO?@rf$bE12&kjNr zv|csQ2d)4jz3DG0;4 zwP51M?>6z-1^v9H)*%dI0|=w{HgigN1vTot1enrhbqA+g&~pE7<#=;p%d+R8duF$+=A@l! zI|dnN2-=^2wES1QI+~gKv1OQ8V>u_3XPiWyk)~DCACK51s=*r5@+q90RJ1tHc|W_v z6&*%q>S2OIKg1_27YyQ-m-bHr%ntVyJjtUn+>9-s#4a=!)|+mwx9)Is z2JurGSygpuetkgAQtuH6@KSQkLR_g*v?i8Z_lddVN*DOBBoK6?A%xy6tFfeC96cua z((IVJk;5I)EAVy(C;M8Ch?zmM^fC2d#fGSj?pm`e5Up=%&R~Hpx?Z2I8F{R}b5M1J zk#*;!b#$z|Q)a z#;@a)%j{Q(|86s}v-TYUp%D0CKCUmL$av4NkYGZr2r_-l4Uu&6#Fw}%auD9r_)Dxe zMtAjzn(XGT{JQ@`DM7@Ls=9+l@D3NBS{IAJLF+L`O2NjVXOU7sE%QFoh2-R}mOpK2 z>UR4K*;WD`zR-jD^MX=r3#YBs@Z?yKUf0*_F4Q6d;x*AONC3#kaZA{h-M9V;h^Hv0 z`bGcAOlopi$KoBKgx|kVXbtn1mTVkC)nyFvJQFLSK}fh8eIEa>*SP^|6+|b5% zUh)GkZMv>y&q0lEGN0?;uEm+tbU%NY>zPLeI`CJKqMH`}UJgD%Nc9M{C&abih_0() zfugBCsSmeV+o^i^_nF%1Eyw z6lyJvUb;>-FwUk1*&T1~TA%X6QPs~8tyh&K|KFhxpWznP4@wQQkx_)gLLbCkF}^yT zBu#M}D{R6b7mP$KK{)<8Kmh+`1(PB6&chk041b6Ko>``oPXeoL;bUdS)Rpg~Jxaj>zdt$AFIG+OjlaXQsWlQyK3xBo*DqB(_x!Y|$3_qLIwsS#1S=V;ym6gMtt_SsRm$Nn)Ot`un8bVPq)+ zMgS1xGucyW0qpfz$omiOd*a%YC@hc+yPx11GzGD!%g=O9f0u2&7DueT8G^I8uadaz zA84m@Stcs!OmBV;%AKh%;l1Id%4sBZQO&AXJTvl|Tvn4BvHtAA)$`aZOH&LHcyH}*c&^@~(mBXCQpTmd-XDyC+(7LIt z!vPK@Xh}Qp5nwcDFR1GI1$h^cIhf(eNRS>uUN&js!nC22maU&%5&|_M*o6{0Vmxlh zKNiw%9CuEW5tI76lWyJI+T54PmNpN$PK=p<*4oc$l6%65 z=8iO(h{D-Sp!s%f+OpyS+_g%DpWY_7Mgm$7f;LzMyL12{_f@5^t}w1QY4tgXyL`dy z=8%JVgNev|P4|zxFJ8}!)}A2!_2X~PotdTbj-^z=-*(J&ns4cTDU{jlVkl$h?_GY7vA}rvn=qC!De+*j>Iu_plu7pP_xx>l zHD~;12j=^&@6AtFucsn?ggBkd3xcQM=@rQ)@1J!0lO?B0^W@xGcpRe|9K{2O`E+23 z{KrtJ+h&cpf^GJ>YW4Ua+hR!rOXn3fNQny<=XTR*kAJ@8p0>e-T-Zi}iSB>Ndvtix zJGnzOsgt%BI8_NyI>B=7t@d5@O2=6WuSJjs0OeJ(+qtL2J-Z~g6fO&) z*n$?H?nVx&madEd-h|e8t9c%_1SByQS;-%6gZUV zfX=gd<#5h+MIs&j#+7j%Jw`V^bNQhq%-plJ0wj0%7GI|0hUVOEt9TN0+r&#Ia6UWTNO83%3tD<>&@Y@dJ8U=3L^~ z(-(X0y<Qc>e~_*}oA zPtVHj2l~U-7(x@IzE^^jeC{W&A!L%%Qsp!{(>a>3VkP-+jwVbp6EElxQV>JA+`qZY zSC!S1NgM~?TGbvpUV{ITL3v&!T2Y4znCu}=aDDJ&m~4qghNdMa+$%dP%Y6q1{IySB ze7jX7t^-!K)u#*6BlEb>)!$mQQU<`Xy#<%zeHPoLRkVm$UYBOTbW4cG>9>6L{C|L2 zU@(G($~kW_rVA`=YD6I#ofAyo?ug0F2>}~1HnOy?dh+u z1MXM^T$4Te(~UAk2A#dwF9}7b%((YL>`<{ec(k`|pn9;46^(JD1Wq{oUyOc?tI~^k zlLT25zccnXW!zjUMEp@&Lk>cZ zeC9K)m6PyUh@1YQF%jRX*-AJt1!{-VA>#hhVVzXA0TJPk7Q;;%gY{zTdZ1cBc4tF) zAT@%kCMm+1i;|zsT9i+fv78yg&`0OE`ZUR9LxSrSVtX|&zL5)=|KQqw5jkJq-Bsjq ze1lzSHJWAjVxFwvk@5xSmR8u?>gdsgp^ya>?*8dVdwOD400Lx`P{265C8zJ&y*N-PM$e3KvwCyiZ#@>)Iv5cB9F3r=i@ z^uFe=4EAE?CA;6C45zOcK|{P31{3+7l-PZ|#1>jE9s;blhSFwl(4BH`OI{)U4p%6j z^=Qd>+~?x<14&-Zyb@5Z- zYBLfEh7l7I6uZSt+m=O}s+qP}Zg9?#_F^iQCF}ht=#YL=si36`J6}<4Laf_<)i0A+ ztD(Pm@L=V)+3Hdu+pWlZc?D#pvUkHpiIOJhbRqe?UWi_NM$w(m7S=(&Tr=3`78Er6 zyx?0)JQ)5ct*qDP4>MXP^fgIn=v-JWWu2=BGe`>9c#b(IlC;Hn0(Lht+7*Mca3@9N zEHWFD;au*l3u%v~_$V}hVul(I(t>v_tJZd4wD!Op?dzS&SDnO>M@L7jQ|^3hV2=T; z1adQbMH{FyvO0`e__T}q!ZvL6g z_sw44H$Ek_=Iq5FJI)uVA}3hdaIT=nNxWBoOv_;`E1}^u;IjOc^Q_aUGaGYXO}?r7 zH9{o4D%XC*dpCms0V*O=`W!cZA%Y?3NLpu;q4`?Qg)FtS)bxBu@*ms=?BO3hzyA$s zFRJ(8U#AnDsi)5nf|*8s`5WXtWu7S0U4aQ1tkas-7_1qr|8GnD7eBWDH&gMEL|VRK zZtEIiKEbC&=B->)MRau$=*T&SlC9cc`?~>nfbfe_nyw(mo$H+IFyNaVi^FZSE|uct zprN6%=)X@h0pI;Ovozw)aP^`Jia{2WIE|MoUNiPm7iZ%X_=t!fZV7}GRjx!rSp)@{ zH^(`o83c47Y_b8)m6CjzoD-^FkOyUB9`N5A3gS2ZgX`t7Mla)NuN_seroz^A`h;<) z!_P(DQgjZmSIc@!GIwN`S>Tyn8SbR|6B~j=M-l+`K?+{_5p4h0!&>H{KlUAW|Lc&q zHRm?<4W)W)e^yWq$7{uuFO&P;qothRCR1c2*(KfN4VVfiCzOGIHb(2@Q0{jW{cH7* zli|kv#8Sa+MW6_lLSkO(_FS2l4lA;o`~@bpY0Z4lt%pFCn!>fpGiwpShq4+|4E*2hpH=3tP8 zI&FV-IGi|8tFKhj_SF#@P@At`7f_ilj@D_6v$dLPLwYAh&$~k+Il2A$R7>UZ2^oU8 z1B`+~zc2P-DmMNHrv`6fI)g9!l=dbieQ4CcRmHY1DW|R)cXqYhPU7rTGts0CU>Wfu z7uQEt(sW(h1-q_XgjvkweicX&{}3^rkhfULQgA)Yxz2sO6Ipm2!i09c<#(ad8R$`- zLp{Tc*ZYGYK4+_HwDOZ?6Kd8&c^oZvE~WI0GK%st;M6Fy>E_7f(X;QF>oAPVb}Z?} zq7le|tw2Q&H)0+?0np~zh6&Zt6dfSYgtJu{YA@P-U3OTUuZMG$p*ULEu&jR=YYAh! z(l!%DpJ;LPj6%OGUFh3E%p*d1ujf*Yvg40QSrotBi!==s4HN}>^e)hu=RO2J1<2hH zMX#2m$Yk7m=SywXk!5b;n%(FCO0kh2zOFhStFpwq?>*I2G)jwi*wEi}Sh(!WQO`Mz zEIYPTY9$~HV8$G+o^vBx-PjLgiLtd*6Om1NClJ@We(wwH=mpO%M<+dLeWhMAl{fv zQXRITXmNg$5OKM-g>qTRH|oT@?3+Dlox1*Z35Hw8`UYJWGhGP`Yc=RDCq`!c9NGr8 z-llJO%5xl5T35XBlu?s;rLj^+zGWe}9y6nki?(FtyKr>90)U-u3FIfk9nR;flrSJ> z6fd~W2unUH=qyc((}^`I;(?N{(~@(mL^E?Gkv>=~)eH2w#9C1@HPzMIpGnmdJfYuh zIq0(#8*R9Mpc~-V@8pf%8R2Ar-sG9{QLe}Ix80~Nv+8g+Uv!hZhZi^sI4p*iU``f? z+}=D6r+B0bO0o0}Y^ndobPKSah-OSBB6 zWP4s~Y}6N)!9WsQbAprAo~%O7=)x-=MInF#=}HbfBJ1z5$m60XdQPSMzZVoowEPfB zf!|JHkfQymae*=&@3veT&hOjfr?{$*Me^-K!4d@U;qAQ#yuG<2iqc<<=K(>K`EM05 z=N2>DTOv~_G*3^|x2I|9XUoes#c9hwkx<2cxq8uR_;OWC>)?jS;#>6U<}(cem^LQ( zq!CMjQ+ts1E^0;REO(!GpJKsI)s9oTCbs%%yUl{{FC;VH?$W*wDcIQ?#P?^KWqG>e znERV*gX(T%LgDehH?$g+>Hsynn9`^o2uf5@Y331lsar8E%}4SosmD8)sd|Q;U4(m5VsXFO^19(z!F~h ztlwo}{$EHf>3r(geo}-94sO%>0~BI7r15j;Cv}N-M9KVmw01&Kwax zW{g(=ucb}?_+fJ1LvJ!jvQw;(Ln3M){&N}F!V8MOTT6jctq@F((tFCw_bOA2(6`m@ zh#&e-LE_K8rzZA-XEJ7WmBs~@rKP@ z|51e1=lrB3MvmsxN(g(AABRYn4{YZjR^lvu^%g5H(ltLb+9RAT-694d0;)#8kyq~wCcYzG0=9lA8nJAd$_cG>NT%bTJ6 zkdvwM?!7JcJ)kQ2FL-&_BHPv*;kse}VC0va`(JCKmNc{VG;E%8D003mpzflOEA=V7 zNsxIXJ;jxWC8>Z>;_ABX$|8*^3l~W(o1HO_-rh=TbmG0(Jfw|TR9$r4^4mb%1uB;!yj{`PaMID#_<50_Qw z$s$zn*<=E`a@KKjfoi_w7Yomh2lODA38@)X>mH=j*~*-Lgg%n`3*7N)(6^FGKX0(M zWPyK`4s5MYxmQJchm>HE&|EyF7>19PFKF_xBN3s5u+Rwbx# z+N7~OF~0QtMMA^8_M*DdL_J|VXq}Qo%GP7{j#Wb->Qp5_HI~iWY}iVpk#bo`X$#6Jpe0 zJ@^bvvyUkJ1WKx(*u%ECaANOa_7i@otZx`nCJJJYc6E=sq!1}^-;F$(y4mC@{^ZK^ ztpSc+IDz~G*00aZ%Q+`$n<+4%(x3blFnhwRL>tStoR`M{6)AcG@yiGK-I_Ihi_wF} z%-zjtf>HFAMqjVHpAw?m(+HtC5XH%R!IG6@YwgUKd_#!`MP$cB0VgPPN%{Nw6~h-{JD3}F$4fJ!RN zI=1CI)%xzQ1qG7*msdv7c@z>lrLuY3)_+R8rjNzqUX@W z-NB+9sj$mVE>B)AEdcR;t}>8Iy1v8-+QO5v1yvT!Zz1vn^VxF4>5=}X3L?CUU5fwi zRYa5GVqX@U{1$%J)We7s0Fb3e37_#n&@Gj+#})+NSWx$UV!u3z0q!~@;w!G-zTVsH zHEZ>2Eczy%J;BI*d^0`j3H3(yv`R{gw=}3;U&*V`PwS+;Ci@^7zq+)O{Ed7go0uvD z*ia2wv~*##FriAa1355RmVx^fJ+6W0tOPmkSA>GWtqE5skHAk$GnX|bHN|0Vsr~v@ zEsa6V@KHqSjfq^nm5oyfujQg3RVVH#_o(bBMfy8BMnEiXA;xnOY>(sJWSLmJU~8x( zO(S#64r2r%4p2ontu4b{=i)JXtw#yN#^;!9M~LrG-=+!Mj>;}k^K)K&L+{mH3|#lx zw3?={tInG-`&DlBIq%N4at-81{gN-Xo6m)2lYTc^H#IK@JFhyGsv+Y++A(C43cmpY zCv4BReMJ|#t8@z2k;ghL zVqa*FMTLT&uZ2pdoFgd69(ed5Ata<Gsxp1+2_#=xKQnp zEWy5r55{pN;6Q|8by)seB?98ijFBZuDSQkM-)|G*NgxVy$H}w&lr-;dDpQ{j-EpO1 zh<*UOcU&DtmL^~4ihM^$vQ7mYP&q@v@(Uf~K*V_Tzy1Lm-R;fn6je^Z5~P1OX>)tZ z^Nj}aGS^uEcS)csyodVH5u0S%POs_?OHI?5LPFGyYp9R&W;|6PXE+6KF}lvxspRLkKG%xW{RaxLMMoTgK>gQlJ0IQ>)k-2k zF>w#m5_&!_DkK#aEZ=|CypKFTUUNy$ji#1=e--dj`pT?INiOxeN%vklSw z$l3kP2Q7wn;HmC5ovDzxJMyvmN*;*KwdIRDFL=z)U2@D~lM(|fmnku0Cr$nGM4=KJ zE(GK$nFRB_#CGD_0B@nvxksHp)H@MwuCvJh3Ut;96nK&0*9TXA(P=g2}Dm z?OaC%hsb+PW#5VgAVy=DNkLDQ*Q$DKjEI4}WA*;UZMZgV_!3bmz34Vl>v9H?2q_

        }r}cevlsSj3aWm_)mfyD=m)e;Q5t7;I-0wg*`RWhP&C5@wWrPY z>xP!}XS^t9Lz3EMy3{8A@0Y`-=Ji*tMuj%CH7kn>tx`GYbH9PRb&PAblH7gqJ3L6_ z>?p2HMu+2eU|r1`=%&1pru+-tu#jEpq^gcG@Pr0uP~#t$jf0}@e4ypZ$$=B>JCjFW zS^(+m9G8eSlhd`LGG>Vj@-s?|1p7zOuh`ePM7l%vMlBlkvDX64hBGE-W%`cuONKvx zdX*=Q@kh_9?H)0FiXLe(fQK5Fmvxi5^`L~HR2pO3X^q!Ra8$o(;tsZr9VEs%j1@)7 zx}t8!BaB5Ea~p5}6r-XnueDgyyh2QMF|z(JXHuwFT>ou|Zyh`xevw^g6V}jx{64hZ zX2CG^4e{g;z~ckF{(JiZ`Fxp(pcDV$AZkGvuYQ*l1yH~h8~lmb>!%^a1KKh(cVthq zi~2UYJAQTFlbMqFhimbWKb2enVTsKAptOr<_j|<6F$0o z4UMp$c;k<6$g8gjrvgbd47t2IZFb@XN2HFo;BSQrTCGepR<3b5_=s%`xS%AZ}Y! zz?Y+NXs~kXE_#Rv3odavh2Wh_!P1Tuc|10zs78iyMI*~sF+lOR*q5A|AL3B1`uU5C zf_|v$T6}XRl-wUMzU|zJnBUsobzx243yO;;N(zCp zxI1T`hay1Yv#8mFQQu4nvBx~qLK(^W!;2EL%9gCW9>QphTN@(PRo`o=s4Vv`>F#Sc zT-5QWWGq{HopsqBoDN-uDLk-c|$G=99-Wo80<&JzX1`NMA-_Pve^-lF0H$I_Gm+hJEqp04>1 zb_>f0l@QD&ojD;KMYh%_VLd2|PnQf40seVmPe!gFtq63x_*orIqhtb!I-r zk`6+ynS+t#Epwr;f}Y3O;@LxAd>4&@kcYqNI49&>?L+TefN%=9phl za#)f9q#IuOqh!iF?Mp(nUx0=9h2&wVp)n2y_lThuOW5X5TlD~_V_8|gW7P7q5NJ?quz?}GsR#@y(G=i4cfYgeQuYtWczV zB3#nzSl5ZST=MEto&_{3KZQs5u0hCmyg+{ANIMe7$@{+I{Te+@0C5t{9!Rk_jp8^P zXu~c4X@AS$^HRTQw9x@(VBl4sV+zNh5tvjIGKw669i9SE_v;esyxMG@{YdBonU;G; zGOT&5b+6lPHXh`Z&1Tdwl=@f-tPx~)uyNk7VF7(!vxQavu~YWfxq>wa8)$R{AT%p6 z=n<7#f4A?DX$k(Hu?T2&2qH9%^pBQUr}RQI$!&_nI9<)G>n|i3sigxFHD8@8;JTnY z@bKeE$rtS-ImRNe zPlKw5h@zoAnu`+BpbxKqF1e^|@EKMbo|Oo{nZZfg)H0BKn)W$RQ9RA!yd@_MPke&4 zX6x!4C(X(Gz~?U+P!@@p-0xa6@y_$zFV>rKdpNJ+Fw7N+ct^ z#Ok@?-rjf`$|$?bu(os03%y;lwDqE}Jd0eG@(6j4I7?SDh4w)trs1_SOob0$Uj=R@ zvHzySK0-tdJ)r&W$++lC(xL!Xyay-S`itO|(dROnKWVCIf%=_xgYe+|~w z0-|f|04d~C;s|K8CC|XiHChXXuI4_v-G zC($Pqt0j+p_v>(9WltEV`3!BndfKKpK6tpbfzT)a@)6MSdmZ5!Y)*dtBa49sEnGxO zc}4nwf#0!ynqMC{L^)*j*)B88i}xPZK|SF#%xg;P`MS=TI-wtsRqR^c_i?mf z@ea%w$H9K*|7@6Kb!)ISzd(B?UDT>KLTurf5veI(v3Ku%98-8uCG*x$8lx#n+K|cr zykhN}y~zEgC;hNylUSyYmQ=P3GtTQC3waRysm#_ZS@lA~vd|G#-6lGu=J%{S- zY8$M!$l&gb*ohz`R5ecP*2erbd9^hb? zM5+c+i6S_V5KcJ=_Lkk$BBEjsM~Mw+N9iF_^$wrhXp=LsyErj=bRSnp+Ep%2{!;W} zmjYBMuW3v8XXh|^o^upiz!H=)BR}M9C`WNz7QeO{Sa}EnVO9H?6Fq;=wpzELz!*db zFlQB55XDrqxir3Zw}d)zen`R+VsjtZ*GF6X0Xtaka|s2JN1eq59%?>Q?SVEc$#wkv z%ebx)_zrR&;RE$cVW?dhd@g{((n*qRJtEoeSs_ML9gev*<8j z0g0**RG#ozDP6unYxBL=V0DWOjxVAzI8I-8vk7wZ8 zJuELLd4j3)F1De6neRjMZ(KdDw?L1#?96ryX*0VeZ>O)GthQ@c(}mJhubox*F4FTBt`hAVC6sMX!qFkUfvKUJCf35BvM|^2)!~; zizkNTc!bx2oKD5*(SIyCX3V1CIj@EW@$Hl~rd)qmH)VrTM1coE#oqD-&2L9!1^|KR z1Xkxi!`9vlEM;61##lJhNNray3!n0qx;*4vm~q&^bM~-JZ|IWuF7e$79HcOK<%9jN zUc?VwWt|PPp%be{JLoyr&#akATzr0E?+B8pID5HGjl`cIGpstEjIUj>bJU;POn-+g zW9>hqqJIElB9kKXgHC9mwe^3EC3#(C&=F9|+@1b&d9YKdN$5b=B>K(gOa7mbR~)Ex z!$OQIjI-j^ok(~u(HxoGD(xY5L&E#mks1jGnWfu~THw}5)#h`_prXuDRA7u-LV zb2ayQ`az=FBFYabCLzOfju}{J@$SVplgPJoghh?mFC2$7i2+uHV7XVsd-Y~ElIAjj zY^yJ@gImfaZ~A_T>3PksJD0dB4GyFvY9)bST?hl~G_L3M%r z%fMgy2aQNSjD8IH_}Pn4CM^)!C|G;jSx97QpT+1t_=aoBMIHyrM;K8AMFp%CPTp$b zn!FiO*rbsl;o}_@7n(iJDbh0-8arQ>HjPWP_!w=~H5nHD^?W|V7A5eCFeuIXws<{(i*Vk8EqRhCYK7SlitzLmZY;UlwEJ+BO z?wS@6`_vnLg_T`Bu`rAEe>vmba+N%WENet@ipKTFNmloV|H#8EVMDrxOiCdAn`HPu z%YJo46$+^lkZ7!b+Gv0GjM-=2IZcyZSNfyCXAtrVn|RE_R>G~OsJt0Yf!2%s?}4iU zIdrcWSV992U}$BgjSeY6fn?F}>QQ_D>ouQKlb!bnVAWieTZ9bH=ko7&=h|AGYpXx5 z?~6O{@ePd1_Z>y46B+38*q%>MbVk99dB<$dvp`wtE5%np3zf{F}}rO0e69__7#iuiLMu2Zml--uZH4d^6-Plum7 z5G>Oj5kaFObF5^uy_NGey@^ELx~U*+%Q&UFNqiEA*a|+?yUh-dNp9VAX5w2PkQ?FA zt~vWyHU}RuFCVcGX#X{+XgAC(tcSIzOy924hvbZTvZcLd!9(gZ9$(bbVKgpW--%Ij zG0TOrq-UlL?&LLEZgtitOgc9#N`=PZ=zTH0uU3}|Z?y6^L*C7rdBIR4Km?&e^h}xD( z6W#B2_pB0d*~zw?9xN1`9Ic9~L|(25 z49NEuC17znaWvB)cn0`fEF@pP`o&XD(3ug9B%(JPcEz(mj75^Lz5cYZSYt8mOu=Ij zc4VfZ+~fxV2p!b8-*95oZg1TjsxpRWF?VNJoj)v5P^5$$)!Shn=v=nMBo*l{1EAJY zSdiP=xyti0IcZjBvc8&NO1V&8OvdubM?weYAQe4OLxW2SbxG|DINw8M<9iX(0*Z#b zbzg$~^B#&B2m6}drOAFr44SoiVcml zMh*z~pKj64yALE+-R@rlpT}IgPc`D^_ zWcE-y&h&hv(nl@fex;-D3&OK;RdU74gY;P6 zLO}^>Tcr^-H?MoT>kMjY>MsGhk3y$yIU2gHhXvNYWwG=KdD$-&yWb`*M_*3=xi?GX z8E|MFHqbrrNGmPaf51)WkMzY%n@$>zYU+-@D=Zo9Kj*FH1ZOs8;Uqwf4zLr;DUGH?rZi5sd3iy;^r0&A~Vd?F|1H>!ib_MQI5zcDy zt~KH689BnHd9gU|>LM`6%Yq};x3J=e7UAcZoW%pBRzX*yg?O0rYMBr&cQCCLxuZ#3 zEcki+HrzL$-tdU|gZ>*COua8y$-PM9eBR|NsaZncw^Z9j;j>^Z*>|%P(GNLi zVd^T%e&L;;g|E!z9&ICb78L-gvF*u7T{JO{*k2*e-A5|m$R|&jV?cXP+9HkhH+z3w zGD+PmY)ipWq0;_P)XxaMh+B|j=?f^*xs;Bf@P-9u36Cq3@1|@U`^&!d85YYcvJ8}L z;J6h`3|00e?5-A8RFTJlPd<;D#i{V1^2(KASojqoc?CQiwo_*t$0(Npj|Q$3%ngj4 zqXe&H%n9CX_(h^Ey6rZXT2k%^9rF~j5qK(XGKf8-!_I>PvFz78D{!!7ga(r3Z&B<> zD%_TNPKREtJ0tYUiM_&Nx2kr@9QrJZ)AP#v^;bqPPssca!+{ZADM-mE%;Aua-F4xA zwixZ-k(7SVEw$;9e)qCcHHS7S_O60Pz!c}p*wm{-rTU@L(*>hDHO*QmfM9QaT|-y? z=H;eVmUQk&0YM`VHoRE9i`vxbswlq&bEwSC=;D4Rp<0yk3ws>2UMbO!Fof6weX)Qb zx7=|fRUJpW0Zx21?ol!IC!UA*KI=Jgja!*N0s5l$8FoZHc;|^L%S2~tn6}qiicTFj zEvRbR^x=!!l7EJWy3(fnQsNsvRM%Y3BpjX!`+A<&`P%Pf$p7HD6!in!=Gcc;*!^eH z0^DDJI`hxMfC5XovRk`ExGjdk{7KfjZ*w%i$m|9_0h?MZ2g$Qi2{m51G!AhdrjciM zhM=+^s^yr29}HdgytgXWx2vRtK-@n|ODG5|33mdsWHuhF@Eedab_^G32}?`B#j!i8^(k-D?#t3*}N*N=H- z0Tz|^BE{UG&FA`S3Y_sCm(hpeGI{%VbwD5G+w7;84TA4c`87fv%GRh@xWyUYE+7p& z9zvZ*HFkS-p2iCJtE`p)*~`i|YTjs0Lys+#I2M|VuxqQmP$~*ISF2!g#XduW9e!er`KXkNZms* z=Z+wNcKjw3{pw{nr=w2Rrw?fbI%@D5?!DaP1`b5g#eb04fT-gA2QSy(-Y$fv>!rf) zyifHIVsVUP8ey}xriW;eoIR{|1hFvtXE=ud?!xND_T>7#G8xYEBp`Fk4E)2ic1|K?k z76r?1LT_Fn@+cKI^hb0O4*^jAI!7E5Mag?AowEZmr-DLgu;%Mei^+S3Q-?zero`m% zat8yBQ*TIk#;U{{-2-;V6y8pUr#a}wkuD8_rnR*@S5yj{3()Fk53pao+~3r3`L=bf zl7BZfbG9#tvN@cBFPu%HvVdjrCGU)Uc9`mg)$_a15g4=0m5}UdMvnd<=3hw8;F*WH zvKq?cMP{ouUT#+I+{s3ulIvNz=*<6Zg%OBX0Ulf2f0e#!vc&WHHc@d_0x z+d7>Z%As2g5IP0x@jy1@)-czYK2ORr$M7sB)g((9UWb|(Y*-ZE<=A92?{2B?pQ!#k zxjgD0%u8F|s&DIg@4G_t>lz|XuyH1ADzUBLb0G7KbxO;rUllXQ7?$%}l$o_0^dU7P{V`z3^-%_fqh+gcT9Fil%KTW+K)rH3Ip zNO|{1%31@V_np6ztM8?+kvC45cLMG|u76V5R@vFn$WqQs;3Z2CLez_D(x8XdE8@GQ z?J!fKx1_(&bX;a7KQ@8tTx$yx>`hUn=*)b@bTna#{Bk+AJg1pEZ<$3=_3$YzfNM;< zA%4tT3!b13IF-}ZYct?Uk_B?TH*aeYe7U3ub0RC$mtu^6kQnk=&A3^HhU4(K;7+*=ImwhBV zl>H&5?LGsR0_j;_dp&Qd@j$v>?4BvLYFh?9P(ZI|n$TNjxe{nyCyjS2Y;|c;UzYl{ zO9+-x+Locf;j18xf@QavpcYNHtQGt1eKGn#(FsRYUm>F3X=R8>61H|3wKG_dvd_0c zu8z9h(x8Y`(L$KWNICwL{nghB8MD{iTEQBL@spW!S?aGjtyMg)OKJ_I2#gArn*}Y} zKXzdU;CwmE3aH|yu$|ZYg15sm~ znFpn3Y~v-p&~85E!UUBXVDb*00G&=;iS6upoSnA7USUA{+3P#}T5;o01{|N8hi{%~ z??asRcdPfrIDVBinrDZ5>0jSvjY}I>z0r`%Wt*}nqKrV0;fEfZ_B_nX`d%%+h~|Gt z^NMrgFacgb3q0zI>H8-&B%K@DG8YJ=davKbu5>h=x&3+XiWz;KB_(eRA1-Z!3uH%oNsX>x5XM(4_q{MK?sm#5eSXFpHA z5%1TIWvIPKN4wM}qv@0jd$$RUvXOBii^3JPVVd&=aWNmfsKjhrx{)1~5}w5fnXysK zMCnxCq(%bYBwpT!?_9|_*M3w^jTeuDiffMvLSWsMT<&pNGIbcY{hZUV5Hqpp618aJ zX`?7x_EtXiqt*Bi513W(+yw2qKf>mN5ga0E(L8S_o|{W~;^nRjmpSqsJ&kKkhF`rA zZ=^u`*7%7j=uRuJpSLWn1&yU3;;3x&!&a<4`&T-Q$fJqx35%umJwqI8EK)&Q-`$CPnw_Goxa^*;%xC>lm!Lr1-3@Z#pZYMYV4Wa@S*r)&4^(~3XhjJ#oyyL#poQ> zTrMGhhE?U~Cne)SLS^bdvv{{u`p0Strz0yI_B>~K^W#t`4jZX@R{dRfhU?y75H!ol z6MYijP5ne|QhZhTGOSD5Z<+t?p|X4HGSe<5I+c$3wqDcGG=by1SAXJ1qIue>7d=c0 zz{ZgqVS`hGVrUMxq;6#O7FNtq+D#A(`xyTwB(pwNV;)vFY=x+r3Gv60>v z{P1~A3Fnf^KqnUrB6;IeBjl~G?P1SZg{=%-IwvMx>TVMdvnDUGxj1-e50N$gJL?oJ z!SCKP&ydp!<6#A6jO5Rn)TfTTRGG$1Dh7kJmF+v`tc-6j5Yj;UjXi%My&l}ec3?7V zZLSL(vLf$BGKn-PqWP_3s2!eFbhn}c_9`xLtgxi`i~rawajpsfk=B*Yxs;fakb=pHQmts)xe1=DDC7rCC!&0iSQpWaIflMtQUlpoW^ zoUX*(<7?C#qFIrapRY>C_plM0H+rW(y@IL;kj_lkl`;eP-VEX6#Wf1Q5{Tx{_Bfch zyJPj(PqDHr_!}~pkNgi=2LdG&L=ceSvNzzLxn+Onm;JNl_c0S7?@|Iz+tRG#fkb#D zmpe8$L`57ESp{$ksN?S>d!4Kpil@eG+f7STvb;o(hll&Q3AYNmUIXl(@+<`#XXM}x z9Z$MV#=rxSmQ{GA2aJ%bE(V00+G5yRT)mzaoz3*^jnd>OK7tCT0ZW08I(8AVG9O*h zPy1P*yNIlkKf9N=-ZIzo#KWYsV9!*)ZFqZfuAfhZbDO=z72?OX&A)!&6GC6%Qu~!v zbdOG|6_n0D?EAw*;t!C;hUE{1``W9w^v_a+)sWj#>11o2!{lu(?*%Zv$jt=#T#9$Z zh||S8+cUrUF<|gfP{YMhca0099-+O}!DM0;5HPrZll3^~%4%D)BsoVyJTy>-zWvR{ zz%7KO+zbczu~tlKj{9QEPAFq3C(V+W>dw5+H_2A#cHFR*`ishsEfrE%YVj)w-g`vqg8$3YgGU8btO&xZ8|4wN{N-rjjYEY{`u1R zmM>tn@hm&U4v%iJuv$oL9Dfma#=It(sLVN{IjHIo;l7pz{TNC{eJN<_QuJwLvZ3Fk zab}K>d}jxlIdfT4*+2e!?B}~j;7Ug$X19j%8LxqM>^h7?{cT-RWHLp88xXXwoIobq zn~^XvyFR>A@#;_u4;V)H3-Az|aKWlj4*;TDrSKw|;s>gdhB0Fli#aA(@3n2z#VT;B zof(h#eCefh1ZyjLvo6f~ne*+Ulz&O9`>1dGF`8TGH7_bvfo{1g2%nrQzJ(|49-}4@ z7`#P)q9j+;g`^?h%$!iC$+NhV@|NwL?lskV)K4F`qTd@Irv$?&>?ZtNkwnpX_Xl$L zYIBSPQN9TxEPJX+`&}NZC#><9X*)7Z~MUal`&;Xwcdqt z3!VVhA>290cG_Mf9e0t`i}mA`=o3|#`~b+4{`BWvp)LBlz#K}s8&q*hTpYLtY8@l9 zf(!3HGRDk$sh0o`Cc@C#Td%$f#vOa4jW*PBhzylypTsS;yq7Q>If9@Q4r9N#f4s#v0IPyo}v6%oKs~MBmnRm?X&tAq)`>Z9_l>EoMsw%zRYArl5ElWRbr49?uX`q zmuI7;!!^5QUgOtUBtQW7Uqxs_pgan7oJGwy{Uq~d;pt6)Cqqvm#W#D5rKfh?B*&So zkFr_c$T=2JE`C33c~Ab~tF&xv44GOL@N|o(H&H73!A5}7shZeA)6-`>yXa4p30d6N z@#5iOE904{n2{hy)+oxY73>-Ive^ip+DcGq{NZaM+gFI>3vJCRhn~Kjo4A-ryU+*r z9c`mse5@<&59LH%`>u2FQxpbPkwUVD% zljfU*UILe=C9nXi1~LZjhuR;&!NwR}>oZddt2!anlrHzARw<;#AMENSrg@<>1Rd_0 z7bd)XTgJuSzc{vMYz-Fj-+gP=dy(&SA~SEW;%pvSQ(DL&w#$vXNWf{+KRrP?D|f^g z=s#ZYb&5^tODDyd%3v}Bvod(><9tGPx)A?_<5nU%AtonBw5NH2HimphyL)j};&LOM z{6-)jFG{;Kjw)Hxs3r%`XdbfYE+N)54;%kIrew#YC{T`hY%NauE_77=qoZ=b)|PSN zX%k&LlUFT88+~V=@*o3Wt1ER7&#@=wPxdX>K1IyrZ`NB*&~o|+974qr{y2Hjb{V<2 zkKRKe9R4z6xC#LKTYV^9)j;W|`Q=x%T}#A+FY;CkLbiu+kgiIU8uFC4Cb9kPm#WEL%;AHt8kgf=`^R4&DBFhFrJ?8`pK%O1arFAX3FD}mqJ zpo@PZ=XIkoGikT8bM)e5r8D1Kwk0}b^wPK8F+NuVdh-YG(w5}B$>bc`!UVe_@w0KYsWd!({$V#5_l-ZJA1K5Az3L!FnY zo3E8^iWfije&3eaNPNH_C-yJ!*f2)t38Jv~Qa{8~UOP|i}%M%>Yr6}t; z@dY=P9GNa@q0;UaQx!O+EUGm){=5>)=3I^9%G5IzdX=}3R^iPj@x1w=`liup=>^e$qm*VkUj+z0m zCS`Z>V7jLI~iM+g<^yt3OefbNiQm4#j(mch~O?f`%vDtNxwQx)v`ji<7}oOky++-PiEukj^n@cU6?yB5@eJ{5-|Yr`2Ju* zBI4&R1Ms^?YCZp~uyG1=HD_-J2Xv}LAZfiY9kZ8Q6pGOOkQX8Y9G-jTgxQ%eJV(8F zJN36$pF8{}EfRi{^5zOkjydJcorm03+gJtVHvBX7icLLQz$DFQ@Jh0y>th}R*GE52 zfmY9q>3AY*S|GA5XLM37(?<>)hH<^DBp{=a-9^U=w6Oq0iXA^g)XTFd)J!kO&_jtf z=>A%E#avS$GC$q(EO-IgR}Res402jJKjT5nR!6URm^LDWX2wNCIZk_yCs8=H0F9z#7!!tEf^s+=GM+z~hR z-1H3U(XI4HlfyF?lALcV-pNNf(@4d8cM4v{u{+dnELR2g;6_ z-cbp9Oqt6v?tE2kdIA^-mPKbJW@(GIMbpcV%^PsS;$*ZWgro;fG(OmEjK9n~AF3df z83(TxJn*Sm2}EZo4=v=g;*oD*RUKQ#6LnG>g_a9_rbosh6HelM4|v^7tuFbprZ!Cd z*LNRVN6zU2VPdnPTnJsgmVTMn0xn8{R-?0)j>{N0SZ7v65uBcSVX4`u(i-6+1h8Wm z?V%fLv!$g(Lj1kLGIula)z&j&(N#}$To#?87_1s?1>wKzE%UtbHfNlZw-{|lt-BQZ z#>u_mCz|gk=LWS4O{JyKs)xN9b;ulyBVMk|)tU@7gotoRJ_>ltd(ee+P{@I~_*24^ zMO-*>vLJwtbE-|@6-EVVac%OZGA}D;SH5wKTL4^_eVo9?0)o@X#CDE*Z;tyM| zW96Zr6=R(2!uBJ_u($eH=2)>@M@>zsBu5Pk=_L|G!!aT5!Yxu=_PnhDlfIysuQxXt z@iYBr0_A_vBhKCd+25oQq5S_X^87ay=s&kN;X3rlF{IMLv=U}Q;#h%NuEJQSN5h=L z3AWMDkDG?fwO4u?PanA!NfV++E}j%O%%aA}O}qth_?epHd@@C!Kw-0j=$qJlJslY= zxluK=^#c7O%OY%#oCZe{R-{u>>Vh^vZ(Fav8sg)^=|=8(`M#Z6=A}}$MdB>| zG=i5OIx<_Q|D3?tR~CEtsWy^OaAD2qCm{xe9fJ=jy6h)5jMR^{F;n%|XP$Wzko5X9 znyv-eUeU;mH#kVUT)pmY^aa{4*<;4q1K{gVDRS~U2k#fmBtM;Ahk6-TW~3I--&D1^n5swRWcH@uHoh5<-39B{i{SxO#Ef zCI)9Vr-wcEtS4owXAkW&k$)jU6sPL`JTm{Jz(a|6j{(G> zkr)kVI+*2Z4~Ox4XQkUx*VKovzMuT?CAVx+!qnlUNm+vV@8sHlprHQorOWEjqX=kD zTpl^j{ke}S`4)Jb(8F+r>WJ;``{S7m=;FYY2BMHe+oHj%{dI|+_sso=E6E`}8Y+P$ zFN&Z1?%jJx57`69xs@h^`>Wl7>}`ij+n{Il+{BL^p^Z{p1wk!Sk^eTd59H~CIT z&iCpT(ha&5<>_`>Ja)urz@a68vUbCXv?fBQ$|@N9@btR9Sl)%{G%3 z>#EUX$- zd;!(iDakaNUUmXMpo#^y`&m@U*Q!J@X0AmHyqr?_7{ZbBgv*@sJN$NWM`(60>fLMuNgq08V&wchEfiK|F2EDW8Q{d;t+~5kknAMhM0fc1vZ@-G1nG3>32{fdVmu&ygBNP|@rc(T?+4*0M|6ih@e+z^Df3&~N z(~ks*v~p!RnZGsfzr6@&uta9C{PzeQ;>o`k{CoR|a5@oGNeG(r<;mb(X)1|UAQE3U zZbI#%w`(70u0a~-r#^u(Q!Qx>#oX2Q#k>N2^B0V3!749wplWXz_!e9#ebu3el#%RE zoj+Jw^Ii6V&u)6okHnbQ;j)t&akE%G_>_&pK24|k=e!qOhrP;Uq$?RHe<2~Gs#~>v zI;asCsBR)>>^{78BD_@p1bAwUYZ(PzNsUfg4#dYX)zmU{mpKTa98E!D#OzwqoG%6x zMXlaLp9RA28BwMpm5Vq3LczK*9&$POb<}ch z4keEJ;%+osj}m>Iu`D-dOwk3bh_B)MmNYIONW`VC+=W?-=Vg^HLrkz^Sx3ty;A{>#bnznB^S^Gx~A$A80= z|BHON|H&QwpWfEL)m#MpSH9NVfAPEiUo=L}&6FoNFh(5n*zSM1Dt+;P@%Z1an13L? zyZ_eU`sdH+|Arm`3(C#>7cTgJVMhLUCg%T%Wo)X&3|4-1|7zI$|M>6zpE&3ue=T5R zn%SCyogB@KZ2mE{GX`Q~a&hudvr+$JC@9FP=5BAss$^vG_no7etrIl|VxbDFiW%6> z+0n!dj95j&%}Gkt$;inJF_u#0rsn>~8d9q4Y}AMwVr^kzR!KWsC&Xe&4r+Gx|MirT zqn(MWnUgN7(pO1VH8VFSRv8<_`-uHpC;o4pj6OBu)$(ShRz_lWZn}t`u>IeAZ{p4>uFCq=%*D#Y zOhrlzv1K(QV=$|#u<*Zr{J%H#&yO!@W$k3<`2TSCmSI)5@3tt4fD)nzNQ)pX-61I5 zUDDkh(xK9&NOw1aB1(gbNF$BJoP;z;cb=Q~zt-MsopaW8uIrq=*N4O9`{7lXli%~) z&$!1u#(02L(heR^+}zaB%$!x;+`-b#ijtF?>*~w?ef2!kdt-HNue09?o<=>!-A$JE z;H>+LChpYqQrXHm2Y=hxR*Ol!=JUsy7DvrU`p3-i!bflK(6**;_S{9h*JX~Vd%gYz zV>6!8C@f5sA?jiDo$_bD6XS)djl{x<6dpeop^yC_#BKUWWioO@BJ!P&tkFzSM4V&; zbA2DdZqg2MAyrv=*(hi1=CrJ{)?=--@9#^alh-r#^hq=mm})X^o1IfnJd-1dCj9V{ zx%5PE+lS|!cod8~oDWZc8%eQYBi04Bk&d3dQ2)by`IG1NG zf7lVN84lCx6_$6S-t%b{*e?6<_=jAO?M2rNxPm^z(1gCNZb$m|2vg-$tML zyI3dhJu}Q}cqAK8jsEgMI#I`x8f}3c+ZI~t`?)v&MX~bzhu!*LT&(PrS1+#0D#=O7 z{;#6`-&eo<|6l5tRn5)C-PG-0C)5>=7~6lY=&Kk1f39d=Zl3>BMQcpU{ds!FA9p?= zxm};V^P-0~^yX-3I;AHO-|hXJvBIXnF9y*VCu4%2!bfcSOt!v-290NoXQXVNzTh3# z9UXDwsxWq{!VPGB8W}x@T*ildP)Ra}&>v z!j`S?M{RX&p@2m*7lW_;^_cH7={Qn)vYM{uzr&;=uGQFmqwY=Av*!7uI@`!)*GJu2 zicvA)+)G~OJCklG>P&`?A>qNhlZUWUX6YOCb{6=#;g&ggrpBs(At-9*aCnY4EG4Jx zDA!?LJ{4eNBu4T4hs3QPH1FQuvMRhmYZ7KPLC2Mc&n{NBlZnBC=q@10nS3nTGl0&5 zM!HMiIv#TK?9^GNVd}_P;W09|WV{B)cbUSMi^}_D2tNP!YXaOK|F(v$eCwE`diw~W zkNR@urd%6s{*+IQI_1NNpN!`3SE*lJoXgsa)T;9u=(Jbh8d!@o8fXomjB4Civ2ou~ zd(mqyshYswKvm3m^5m^-_pMt*TSrPH1H5CQ4tbr<-=s5YZg{PIOQw0{*wmnqOP-b^ z#ha3KPe|?0(u5$o7|RiQ=~R&_jrwCBYr#|b3V||DtS3784v1{wgZnQ-E7R}ko7S7j zJ~b)gdKAK>r1j@OYOYJE8pAw8KS16$g3hH0ep%G6Drfu%29Hk@p#t5@&Q)iLvx8M{ zt_wBA86o1wtKQCjDfoxH<}L!M8oMg`%!{4lh|Sc(+xH{u_58_fN(2lDX-p8gWV(Na z29aA<4@@ULeiyVhNBK9)aj7leJz@xIWqUo!rV zHs;;%NA)wQM3#KXw`s#n*K=fMKi+b|m%6`)5%;R^xn#RMLA6d3L{dgMm zM_XARZs5~N3(q)De#p<>&nRLl)C~?{xYwx1`si>y0$Xuz+316S{_(gQw@S=XH$mZrMG`a zF@2W7>XBsjjGQaDRc7>+q6=GxGw6l7t&K^`4II5YQ^g(;qH)|rRh8eeX^<$JMmIk# zwmS%Kn=TeH$ty*#Thi(qo!r%BFJenf!q+qi$_Uu9tEI^QYr!M_Ri$?Y$HtxF$pXO> zg2pfOf!^PHx0&$J$(ztT{U?&<+>i#EC^4nFAB{E%7Ujn^=M~u9Z&42X)lHeM<}tn_ zlIw@C*ZSHZ?oE_rC*eBOCU~70X`AYDR8;@)zO~~h*QZVm0nhrf!A~xFO5KH-3PZc0 zYv|8IKRs9L6%oNveg9jTrqgU(1#5iq9zthC6OP^BB6lFgM zA<6!7YX}X2!H}s_6Y<0X`}|zsy!V-0S*;$bz;V4%qF@v41b-YF;&tf2v+n|-s@h#` zhqg5@&34?+H~uggaO7<*9CYIfekLb54&!9a8JK2o5MmORkA5`6$9wT5Nwu=hMn9Bp zC^aynNB%cqO;CY3)ph*pQZbab6iQvrXfkgvqRJ!Qdfbg#Of(}7jhr9~e_(#Yzy2xn zGzMlBO_7f9`h&Cnx97KsyRbdPf427MUQ!f8*)}`qVnjeh<2J5B)aT?*h4` z#ojcf6ppq5=IbcRGz<(3LPEa%+0XPFUf2)hw*CHSN{*mHLFqUB_6p6|*chI}db-)~ z&(CPbsoL3P!t=;DUR;-2c$pX?_FTv5W^w_yn>TOPx-3NG>E5_p`VoH5eQlK4pz)|? z+P|#uqTYS2v8johwLi#ojZmOSB~OxoMX%PlHH6m@>E@=3@-!hs&||SPPD>#twG>eab~U({LtqL8Y&d7-q_ zmvOAXpqd|c@;T;#NG7kN0dHRee7Da|lM#ciOMT&eWCR4}omk{To@_KUZSR;-_()q@ z+h_6c@GuD&gBnS{+7o5C_F%bx)#-^$%@p>VXz*|>Qn0fh5TXmDqtt9LLZeL6{ZFGH6;tlWD{6QCSMKING9iguk*Rfde`ASPU_N`rIOP_-7j{}kbmvoy?ZC{ zV*Lo|v)R_xmQrmJO~O6Jw|V>4Eq0;(-pnUyjM$_+>sbL8?57$I$VQp=J6^oC#Ch;E zNWVjUs6vO<<#f{*#i*ku2E)}32m#B!hWALJrK{%{|7?4I$Dw8x>2Jw$wuwt9J|t6PU_oMuHSZg(_%v;S>>q1LOWv$OLql(Uf6&fAA#=-5PWD?XWZ zzPmU-ee*!%Vyezned*h4jP69{Kcp;oMMPQ@@ZL~7nNv_%Xp6kBl*aS7o3&+qvS#xo zDu!951i|<3-9p zVc`2>GGQCZ+~Lvpx<31>63)`SsoV`7n-l~D`}3XmTAAxSx956NI2+v8BvIMe*xr6A zPrn!M#mjAadhplHLBMm1GNaTgAy4X!j;}h(S55Uk{)u(5jMh+GR=rxM)!`C#A~G`H zop~9?MwbOyGc&U+z?A(psYr+EX69AHW?!$LQN-0&TQlF>M3rP^Ir@cC8zf`MWYq4U z(c$AhHf$E+<{mkb`bIz$ovJMbI^8Buo);sk`u>yWPd8me z11`^bo8I6TL=kh+K6+%<8iJ!P{Ry*IXxLJ-LXV;0)61?6W6#uF{^&$nTH00ncgV)m z_3=+1KYl!Qf3b;FP$8x$Gvgf$ZAf6z*LglW{>kzlt$a2%yT`^9eu--FRIUV;l9E!Y zP?<*A;#Q*%?5D7>aC39>@I$RigD2L5`LEEhygfa!$@sRm|FjRL?yrsvNh{xfZ`k5r zqFR7?pG7`k@V2T_A+oF!37_hz#`P+HVLITlX)m}?DN9k;XS3;WSzJlYOqms~wGvWZ2W1ECLV4oo=EhSvBcE+XawQ0uG~@j%8qB*1 zSDDW&_}MlK7gdbp?Zcv@34(9ky5+{0{~eB?G}CmGPZHtzlE~$(#o^}k^sirURA=4@ zpM=TLiz_K8H06m!7Uz5KuX;TCv81m4w=03k&>!-U*e>h8Kf;+D;xSjqU^9NTD1ppK zNN6L?SASLW!S~o@n{oJ&E;%cTt}4IpaFlojoHOl{Pv+f;@qw1ouBOIvhnk$(DE{7@w*n%t1lv8q3>GOgy4`4uI!v0?`n$3q8Ks%+crtu zO=8il)*Q2}rJ$u9&YFHv_LI8!ZE152Cf z@;vxI?d`cm@bWlJ(F>my$-EX#9V$|CrOR0fwoM&=qOPd6w-IS1)1T&{X1MTOG#E3Q zi2W7eN>kx=yCOIbZf9}{j0H96^*HX2#&e;F;bidfY!-4-9+IU7=Pyu8#mw&<9eIv3 zrtvxw#?8ZND=~w1T}>?!N!aw_Z))-4=4K`P!97xe@U0iQd3h4EN85i&%tp(fS9NjO zs~#>k>S}+oz;V3RvWf1IYjIRe9DbJbV3svaTUHh`D|zCxE!`w-G!rzISSd+-t@d);o%(RXYx{TauQf_lb=6+=lA#MZ_TvJ zF|@<{1wfLaWfnw^k*=;0GKb6kF{1Z1U?>yS~EQlGQ;6QUg6{mp5^yrX7aJ@@e%N5dvt0#*aPKmCnq0z@?*Y(`4GyG>0@%*w(jv;lEcJTEWK zVUMi2x#_myFl-g(XHDHEVhfa|H&njR%zggJ0s!o7BDBSt{C^h6v1y-h?D=P#1UG$_ zfb;#af?&XzJiM!K{1VaNQ4m?En9(&Edr_g5=%LoH3Si4&-bE(jKQ&K|juNVx;<1L~ zE^T5$rF0jL8UD0I73^!omi8BV9-hSey;&lL_?aRB$f2P)Ow{Yw<8iV@qc)E_Qi0H#_URzpAmI1F!62gtULL+jCR-^G|OM@1(Lj_Y>8MTWL~KQU*JIL~Z0) zq~axEVRkj1Hf%O`Coql8e0yzve>L#Q$`fKBXVKG-S2XUZ7RV;J*dY~S50cqUz4w+M zHq7k-qEET3>Q`xq<3>eAaeXlVwCmu!;`#DATCp)HkKG;AXj*w4iF&ko#7v@mR|8Iz zILR2f;ESlRFljltxWrwh$p``_T4ww)g%JRoFB$M6%gf7NyNfcF`R^7Hbc*TOQIh}{ zRgU`&w@?(n>v-`7@YA@@en&G9zZ+{ekiu!{8M}vBQ|G$mGP{%&P+^A>kdnY^DE$0) zx)`hji$P;YFfgLQ2EtzC?Vg5ShfLyYrK8$PlAA6BWJW}utUb#VHiad`oE9B~GP@34 z=Os)1mwCClk0+jdNJhrpy$lNKXcodF%k+?=p`%mNBgezr0U{Au*%{A^dFP4K@y-JJ z7mF9jjMUUF59A#oAt5W51yAdmdbVkQDr+={VwnTdeJ*(Jg=I)pLg+t zoMr_#8#y&!>U79$PSu$%R@8GesoXQ%kwwQL$@gGxUqonHXLg}z*p>sN)M4Ic^Y!x^ zQP&)QGAyr#UX{tL`^9a!|K(+i<=G4Y;8H^Jz;BL-A)odm-{1awqrknYyMb6EQ_zFubE#|s3b1rHv>~Lec+`fZV?CtA#q$dbcldhKcq`W}xKU=#hI{yR8s-tc zy4IpYNd-O&FZLuA=4h9Iw~aO=n(jJ$O0$#<0Yj@+S>j6ib z{T_T~dANaKM#`~eK>-$x%mZKa9&_in4?J%QBkVZyE*{PB{3`#;fn*jdlf3(Up6%JfoP@G(B7Rlc0?`#0;b;;QY zP0Z%C!Sh-RyoS10vGBWba(yx7ZnjPIzS$m&mN6HQL?7*BkH}4Y0r%A(G=p?)ff-jQ zvWd)?CRvGdDxjx$VTANM-Z6K`tgNhDmp$@3J&^I40mNy0LJt_RHde_h`^A2eHnX99 zFZ0=}*RKJPil%0O=VAe?O8_X3k~l!@fH4NT%>YEdMsv=A-X>8GyJd zoJ&@J-+4HWR|R8z!m49)9$CwIwY?SK-Bl-L_vv(Nk4<1tZ zkL5|>j^_e`$@&;sSy=&F_l)goY=D6`HDDT<^(tW8H4E|)BoBW$))Q&(!!#7`zNV-vY>~<%7VS9r)TY(H%fgyQB|kz znVvTe09xa1Rj4}U_Jy}5ZueMadi{^%7_#fITOay)$Km~>)9j0oqHz8jP5UHmu3k4Y z6pGV#Y{#26uZClw^8RDR9^)SiE;r{pCw!)w54YRj$W#VW%3CW*$$KO}T6nd_c86Usb#Z;;6HTlKfyrwT5}cYqn% zPu0e@^92`zIC9qmrI5`X2EKuTffxQR*J!?+eWT2}b9^tYOsnz>FdR5~S^g&s30GAc zNywaQ=YgnqA3n7Bm8lPu$DlwmngpnB9%77Cf9N>A^-84bf0`}+yS-gXXv+#z9vG#6M-tK8S4+yoahJ8^k3x2C9!ZdO>Sgg z`~7luHqYge1EM~`1UGuaf)dbqY&GQU9gSQBKEn>2)h(r#mZLc=5{_!LkD4wnF5^|^ zUhh#cZg1(p2)WRmRH;_f2ar%{*rHe|F+}3{lH>qJ9hF;3-caxZjmp(l1E3kHXq#8I zqN7-F2rUuaboW2~%Nt=pZ#Ux-LEL=2NP1zfuct@Gj5qB*NXB9M6B{$Ay1w!);A6Ll z=fE<{SboWC1JUYGDzoOtboBIL*U<&)ii(OZ_lA_ziSFEai`o*yb%&chR&g-CZ;W-| zwAORm#F5;fOy{!=kaym*g7E0%2_ZF9^=;7*9}cli7o92;Y8VmXM+Wsidhgp)h$!VuyG6QzzsxrBQ$t>tvQb68Q|HdX4kDjy3j?Yj%FkKO6N=L@A?pYR2~0n*n& zEt7ZAa#ZU$?=PV}e;Qia2+~US(*U{C<$=7}*3jKEvFPo?!^54O+{|MDR-mg~)`LMJ zgxSL7Bj*mOFQQ+}(vSMdY=yP5kx4c zh!l-26rm5P%lyq5uZ1?rHAjCG@F$wL*roFwO%k(ip>KlE;YK(UMzPmk1Q(gzi?1l_ zKfZ3Mh~U*YPWQc0$hna&=>hxzj#1y;4qTD5r}yqNGpZFvtxE;qQ^L?5`5^HbX_3Y< z6w~RB>Gj*>0^+(%%GoHJVgHjj9f#0XG!#M(wyPZ# zK3(T@=D8nfB`~`WVa_#GlyND}V{ z)81>$&lTe8L%oLZ+jWN7WtWxXmX#>n;?st@2iWGfm;d|`i*$<4QiH+&7{;ryN<*cO z+re1(Yn|Xo0U+cF#a`E66^*eW4IY9HJxpYiRz2A-?|!nk0y9}^)57rZ@M{d*3Z2ig zC!cP%DrN|@C48!?q9@me^970(t6{UL;%$r4xTXwN}4P%0Qd7+LS${jsE=q?eQRsmAyfRmu3fbN@=R{%`(pVgzNb z8Taa4`M<&fk&*k@kpH8k3;CT454gU|xN+l#)zv>!V$kc?SDRA*s;=gedVq@JM3s}1 z6O$3YZqb*{-}{U1{ts3_rvEWJ_q8&p8(aN=~2_(P|m&4wS1EbAXxwiJ0N@cPOglM%ueMgRN${IMb$HCo99>AVfFTI$++Lzq1ahgPRL%7s4EUWAt4}(DIx<-CLp7kB4zE zIa&JjV#2o48EwL&J#&S=7SA;U`KuL|LdYti+lT(p>-2BUipI`-C#ToWyydUVPR4SB zrh4gEDmSwuHT-#mQ4Va|1%AdHVVouxEV%cbcdc~_#WI{WP|3xjWt#6tp@mxy(WZ_r z|0>leGidZ2xY&>8aDT12c?>-5ap}+}%U?>u$Mawl%)d`~{QRA2+xnE zU~E%qK;>||DAlXuXlmPQ_Vo7NA)UvLd)W4IvvKz}claWPiYJgXIBl-fr~7M`KYvfx zI6kOUY&CQY)~#^>Ga_>B1_nl23o433sX`i$(9=W~{nDE2(Hz_7j&5$%3zgb64*HfI z4YvY(Gl1i&_9dQHiItVLn{}Pvd(R4n zTCRG>OB`SLZNACcwNA#ukHH+l!}roG*N#2C8oW!M1xLSno8Flr+6$HA8ZWKZRPEc7 z%&x8ty>FcLy`BCvy&A98ex?!~N%Tf(5e6er25v-BR>J)w}uk{$G7{_4w*7Xl0Di@&l$>-34Tc(EC58ZAFWNJ(- ztjMUSsRj>L9HyldY}kGU=J2qvw+S$Mg}p&EU!2&g@%qesy=IUk>HWgpGr|ZoA-1{| z6o)I%Mo0kUzC`^D7}=87j*gDNvCuw>*la$nh?_^m%kKIEdN4Hzxaq*+aB7{-MY67s z3pJH$RaP{LM_c;9$P98^KmbT!z+pR`7SON=L44~TNXDbHiraBedyPqo_K-hLFgSJE zcNZsX0!9%=-7-+IND#c=56T_mOGv97eg*8z-!kt4cM|x=7rOy)0X%JKWaHoZ#mO0? z26W1e*K@URj=m?Y1TK+Vb&VzH_I2`E=*|rHw-G8QAF&bz9FWo79;ZrE@T_4h6pg2xU}0d zqr>wE;A!|Dw?SNI_LUgxYWQ65*aW&R{IE|UAsGKmY8Dv=&Q=x{uI$q1Uh?u$3toq? zk;hih0gFqNM&5e7rdh^TG|oRl_U1QE4rhOte0Ho0XU$Fy3IrYz+{t z9uUp8x3>>IL=6at)7DE;ZLS~&u`ag(ia1OeYSmnCK#Kh{ZOfe0fufgkxhNKtv zz*fAI`m#i_5}}nvyn}D`^z_uS<}+-k$_)-E+cjSN@*iHbVqLy%M)}4px+h>9M!YpR zzLsiiv*YkL(mG$mDH>ZcX2JEw{Qx-P1WHbW#3SeiMabFb5cT zEfAP{t&P5C?rDIT{ow|8QDclg>qQr-7jH5hGjlIMHK5u(Iz=w-O&)+2{X5rL$Zf!j za_amZjFmt-RqtMACtL0AmnV!=3$X^_8=nL$_&qzf&qos%L%7<`e zi;EZeF89D`YWvFTB!=DumV(f{40K)vhbMu$YH=P{{1SWc#}9EV!vTWbjr{ya&Nuch zJbQ0LIqHC-dUmZIRB~X zNwkMEgE@=fy47BdkX<+t8X?%kCRzV%YT2Q$GkcxnH0sTx4g2}mxWadW<7gG;zOQfO z%~klHZA&4y2lAwt9=tnRDax|BIFG9^X!15cG}R{219xo^5sbV36E<%U)bN<)crEJ) z+-0u9&^?=-4Or=Lx)?t|`#}k}uxjX0`Gil+>g^%RDLaj<+SXBqaPP?97`>An?k4-1`TjdWGurCK?8!YK%Rtps0}S0U0U_# z>aK$-cvBTZo?Au>sy6%zFwnT=q`aiPSDGjP3-^JrJpT?*77zz0$jEw}`=A$6QBy;g zyGKGID~Hqb@`?AJ=l+OR!J%LDn>Uv*fJ$gf9CsJq2kD@2htkTOcQuD0o_A+9^g*fN z092l7dyEbuTD#=3|5VtbC;9E$JGUvUFiK>qZJ}w+S902&hrBAwu2@@HIo|yxGISZe zhyZxhh@t%#EWs99KzY@PpK$8V0*7gg@3TE9af~Ovf+P|5RrP^f3GVtyXC~K9@Wr-A zy${wIFpsYh2lWN&Ae7Qp$`7|@#S$9U>wmP}3d*HUZU2!AWjz$$00-KJqWVWt;y}w6 zyT{ru)f7T>5WU#@1~OEAbzqHg?>pqeLF_88yB*vMi3WMG*a(UUH6a%}_sdrIRWkUqQD%_&Zs2?r~N)pl?QW@1EG{_s!3XZCcD<{KdY}^ykCz!?~M6 z)Ym{wMdfL&t(|Na3yqig)g7l5<+y;;^3KKaZ8zGv0{kZvMa?RU_WkuwvJ8T+qc$y^ ziSvsV@v!*rEysFNbb;kck6cWvQ!&mEa9?&4JC|BmtEY0l7AWaqE==x}dhUO5Y$?F6 zI)V4#fukE1kjT8eiBb(F!D_XOOcvtL0jW`&Qxw)+z~PWE|-@II6_M@dh!RcM7fE#A|sE)ervNm75-T zUTt;P@ycKEFt~$jqXGwxoQkJogO)9%pr~lb3>vlMcITs}I!J`%$Vc$X`ILS>C&gqj z9?X{kQZYh$(E(ST|{H6&4h14?-;9YR@#MpgRaJ zOf+(162VMX`}Vq{vr9Pe~g2mVL1u-XMo z4!=LVysuHA_gqIY4mYV=I0O%uI_@0X5};Hs6OnNbB|W{P;mY4woaPI?nq$W^h>xG; zrUqQfhxgT;-6gcwtHWGEP*6~Gk>(n-_-BY)nKZz z;bBU=MT*(@Y8%)J$&W( zEBE8fA;JU;<|>*+`=Ic$>qjpdK+?wT{kymH!MIhNe6lHL<_zZQKY#x=0sB@l;oB@6 z;$_wF+I|hkBN%vxTQP$}JyXLkp6-s0nF6;jbNthz`_WZ%=lhJg(0$+SfTJQ_-(ETIn$oO4?kXmLYGpmQ+cN%@b&o-gT;C0OOA~l{f2?5&Ve2bjPyyoKoDW>8Elm>9S zgy{RNUWYIN(?=DJ%k<(tRDj~e{ik@H4Y8W6AG>QAtgftdB7R-1=P3GncZnx03&wJ02i_&lS`Jm7!K>*yLYQT2@%-1WjQkOc9f)KWo03g z?zP}2BJb=2Z3McZuKiwz+j;@C+@;>Mv3%Ro0zeIza(fa$Chny<8@7v{3yHp-!BY2X zZ_*&vgXzIn?z z%VPD`X4M%KqQg(nzFNWFE4lxV^@c_T6U!u_;e*L~IRE2U>=3@>$erO+B63jtbWa>>6o-YR)?uicBhGf4 z>(>oMH`3Faf-dE=xBTq*afb3ybw#-~-zH3f94&Xyhz4Dnzg>_0d8@i)X2yuSp(IJh z%L5XYbuK`qYJ;k*Sz`UhSjhz3!kAzd2osI%JG5%wGoYPvlbTp1PoTubgr}m@tK8JDGLwmUYc5lx>G8+G*`>~H<(-TBcJ`f>UV|yr zUeBwxBD2{MOP%{R_Z658;igm#LQf+c#ZC?;9VZJu8lm+G5yLEDn0GqS@ttl~=bZ<5 zQIb+pyN@KtpD8OVL$j?tuH)Ju82Bu6mmyG2InKk@aB50ycMkozsvE~&@E0ywCa0&f zb_%VB3d3Uyrs8KCPr?2=6PJK5>1;pHSk!_zVE!8y~DOG~! zti`_47ttul!J(=-t>RUqxg+Sepz#EKZ)He|kY_7xvRH*WZ*5`@2dyY!Ut~SQ!&hnS zvRy=#DJ+?t^alma`>>G-pGX~oQX8~~*6)K-CFpf*unNMOwBG;DQ|Hbv;IV#{TymFd z{_w;fiM!;1@Da)Sbzbf(9DcZqi(9uewadRW#fhx+`Q?>0RtZ1wkR|9t_y*5d@rQ)F z@T)@A;zqYu@mc)BU~E?|=A-ytu{~D)JdZO_JH*}ry{GgZGqLgoRh>7;Qdz6_U$Ec0 zKB7Ng9jQj={4&!bJG7vhC0i5HeGIqxH2ui8&yHPBJikq!s@_!;B!U@v#1Ea_4 zUe;CYh`C}Y_~E zmRZsFKv3sQx|TPVm#s!#n_{zD_L0fn5X)U9W-t9}27*GIK`cd|174bl@=xpVsHou; z@)RDer%FY*6L`mx;51gxro_gNl z;6=3<2~Wh9{)R6$xHIY4qH)e2A;#4Ca`kT0chbr7=bx}?-jQ4pC)%NOepg|i19|T6 z@eFFkGcf09gir{1zIB%>ZRN)hORlV_s6Zl-Rh*|=bg9KMbf{g!L4<5_9swsSMQ%ww zBOl~FOn)4K00?y@b>DpHfJ2_-Y2F3}k6rSzEw}(hk>HEDaTSGzw*Q^1DcCNk2Q6uA z@IKWu*#6$r3jvn21mSl24gZ;%*;vzKHwIX!Nr682^*ot*zldezK zA_>74Zqa0Qdz%QDTz@%dCrJo&j&C2tIO5sjRoiz5?5`$dWj%0Eub(4hGYTB`3D?&2 zgWQn0z}#cb@x+4R+ZlZf2$RB~7i)3|nOn4q>Cz+Dhq@iS%-40nEgPPdc-o7h! zdaGaD_^a*SGCizGBu+k!T%x?J>^pRFVP9<9NH)jHg#U7W4 z+u2?W4N)}X@ z_-z0_J+*VkdHK%M5wp%R|M3WppDE5?zOnJ}j1CQbf{_an#;PGOglI)FQ4lAtI5>OO zw6wH5mi~Qac8HFSey}`%dTBjcPOP6)kxyWR;^ywYaGWX=Z8d^nFSyKDRpzT!{ zK3qw%sCIT$hWO%xj~$VXRW$}dkg!k;NUq%xUpEW?gvMsoPq`a;N~q&@2(<|ExZHr* z#SloY&o);difGh)xniV6T5GCm?ThugWN#UJ4L+K*<%d4B$p@xlGOFy|5$m!w^DNn> z>yX)EWy4HYM46V`M9)J?N~%>rA{|oqVuWTDD#p0fK{6wSi-1km0nUKa39+4JG7u(g zW1zTNzivEOzXu}zz91*TSQY;)xt5)~T>GP_-outD0dB2aI5PP02aTc6-pxD%TcacK zx-0|alS@_h?LU1GC>I)!laT@Nl2m#RQTmv^?n^@ULDhS>xNqk0z;|FH=|8Q|e6N#| z1}DHLxVP{e`})9;dFVjib`ogdudL3!V3@G3yB&mzM!=vd{zU=}m89H3xFt=dAWWgF zDlQ%^S+|XJ1*TrwFGyjzKVYp z1Kw}$mZS^tlkUj#7mD$Ce9tc#{Xsfa?iD!qdH|lC>d$8b9n-0Uy$xH0G`sb*goE8Y zb&urMGLUcUwQ)FgEKR`%n@J36k_V!2gE77)M&~iYH;OAD;cCL2Cq_@AdFnS4y_V}*&w5GJP|#F70AiR z9{Xly6Pqp{t>7%1Kp+>`%l%eqzz1`tZ!b2cWNPx%-dc$kX;+!uvIwBpObv*YE>g_s z*J#tve{p_(9%~^jebW!C8N5(XiJY$j=%SExUiE)RVNCA4H6XciuwwPvxhG03^O z>)_r2&EUnph1urxPMPzox zNnM0FIPji<_>oH)B?NI%FbFb!ipFZZwlfN94-COI^hbp(X~Rkrt1PfFe@yJScL09QfwLS8U7g%FW`=7cU76Gci{ zF(HrsIzVG7R9?Xlc8$hNBYn8ZXWcVwhit4<+>DfOvSn5m<&yf;)M}1ROo$u_&&8ITou-R(RRneAdfw4oKdac$n2{`@Q7sKR>V+CK){Ha z+?CP;Bs4fVS-k&EKk)#oRrGkSL?qiHWii;UgEiCrh-KTOUvOdKZqT=H-Q8FSoF`b% zx<>Lj*l->y{7qGt6cv4y_=r>RH1p^3@$?VfNv!~NU8(2E>7r9oYws44zv>^9Tz*J5nOqd#kfTP~ocPX0zJHO~&~B7R z6fixW*MuiuBM60`yA&W1&I37{(N~zKm^tyIXR2}Ijgvh>K{3XDAWVju zk(FiWD}?-Zp-+!8bbGs@LYzH8{F>ONU)HyJ@~`ye>6QTSAg`mMwzjqw zWVL9FH~R@vtid4m+?)-&l`ZDF_ZKLSMTaocbVC1Z_?v(Ix&4TRW#iK?VcY5ECT(91 za2jE1D61E+On>knK1;C;R4S{;d*sG2oOV-5M1Wl=C}0>ByoG8`6k`0(A7@60fy;74 zPnlq#qkDUM%O1YrEW!GZFCyXV>kFv&a0sH1;Nl|?2)IMBxh&6~*a}bmZ?E%nTv}d! z>VvV^)2Cm7$O4?sF0ZqVe*d4J@o(?ZjMqUWs`P9Ssdo37pFb9<6_^O1$3SKpGH0++ zd|XABrodPpK70rk>dx*i+zTS)SX?G!@6rA7^Cv}hJRpDy)osTm@UtKne*p;}pcasQ zsk0ejJiF4x;o$aUJ|Q*1aE6i%&N1DdYXfXA;zQYn91|f0MN9`nx}^!k9mGPgSHLEL zx`4|I0!)FJKD1VCtkiAL;Mfs9Z~@TA zr^b2+od*fsg)F1;@*||<0s{jf>VVH`&q*LY(7R!a8b|$ zXcXusLD6II?AOsS%{ty11Mn$j2{S*hdNh|V;LeDKX_5{ds|6AY-*sMNI=RIVEiwa@ zFa8t{w|!Kv)(xbo?o{qFj?fN*`9a5)^AJ7|@!KxhW$E+G`_k(`Q-$Tph53)DS6s0g z`*jQr7Z<(;b1x^b;Lgk^4Gk35IHpLrGMJS2$&Me+EQnz=nD2nyJQNFoi#&e-7p`u* zJ@MvhI%3wZ--A1OQFJbFUyX}x_&1ny@FjBGyAa|lkiVOr0-glSMmcLaB(O=FOG~`Q z-)}G(jy3w9dxOFY4sBR?I6MB8ISrS>pa(@qL;#m2KoF3UV!2)ydk&&rdFR)L9!Mza zLk1HJ8Y#>9OZKs0U)XmzjS!VFD3niu763cx1jQ$rSo>SBS>~~{6S#L)OTZwce5+sl z{slg+Oec0nEnGNCeEb})T3R_%s9x#wqylbM@XE?6&~RJT!r=M?-ZV$f559;i>122a zZU)2bW}=$6f^2O?b&W>lL|?0cqUgBwa|v{CUfWS@bkYSJoSyzARQVXVILqdLrx${i z$IPU0+!pphS8;k(S9C;1xuNb&*KQT>AmgZeWMuNu_eM9NhYox)5(MSO8Jeo-6Et*m z1GusaH4hEx^)iu=rxQGzQxoX7ROFUcOOP4^QbaWgmYh~}$a7(s4)8HJvs*>FVf0;( zWNnr zXdlAp$La(uOQ(S6Bc%K^yf`U$W>xVj6DFn%9S#HA_+*c5o%?_Pl6w9 zxLGe$7y^WHsJj>vaC`z%m#x>;cKb2}mGi>-^JU^7f?^YbdR67`ZnxQ-0gM1(V} zABR~Gy`h>mZ9EZ1mF*adPzEf!i1(hfUOHSF@Qdrp5Uj}?H4+n6tCTv#zdtYz?Mj{* z@(Bi|%vZ@;{A<0qv{^ZOEf9lX_nA=g$kSw>uzG{r`@KHRS+U-2{<@pMMO1h= z7!>;l2g06P*$MpeBSz9WNIJyd+iIM^zy!{{zd!}sD&bJ&LXvA`? z5F~>3@aD~%Bs9O>Uf#XooyA_;-Y&w(6mDBWe<<1Qsx`ejzMJPg6oFjO-6wgqsQkONlpv$yK+_{0RKzu1#5 zJcM|gWbU`KY%9ebdn`s)8h2g`r?bR_xjkS6@k#@ZsLby~l3czPg7spfPO$cQ;e)qBkj%#Z;J+_rRcJX%e;>rng}REonmS6zq4S zRX}w<7M6;D%L@|s8aGQ!3aV<`f2Om6hAw}dP2g#GOvR1-L?sx?Yv9!7>tArD$-nA61ng8^H>2w8RVhpC4nVExY zzymwMGeRSt#(Z|uw%@=0^v@d+7Uk@~gQLD|DI!UN-!%}+)WqSaXkc%olwQSZBc9-2 zb6~!@P;BmY2-k$^h84hxC_mIdkUBLxzy4423c#r6dx)pKIUu^WM+zUGE?7Z>?vq z?!EWj+AY`h{hsG>9>-@o#Ywai4qcx9{5f&f{TEIiy#_$TxglcbiilFte=-`2+Sf&0 zcr0N}tndf`=W(BPz1;+PMr>I?MuPxDE_d{a-PN}?Z%7Jg)(=Jo`!t0=(6U$L{OlAW zsf8w-_RF(F&ud^8q~E{QHb?U%$-QECf{bH=RJHs@v?KZPKi^axd{6BgW~F5cjf|w8 zG3mM)i}RV~>+aa|k(wTf<;NE-QlJ|*yijsYuBku`5fB;F;^i0OmM>im`|-~LKpBaA z9uyiX!h~gbAeid!1p<^p&6v@{+0fH-^2PgdJSb*}C)_qKDv>Xdh7mfV{BYQVXdE(_7?D`6#Py>D=m~%426pID-jFUCO_79yH8yW;-?ch z{Um=Sl$e;uEs`Mt~2!-`pC ziOdCP&SN#9)<69IO^Py!>P6d$0&QL0Zh$2Ob-OU?MT z-R+urpC6c5Wpn0GvP4_-Z5rhF-oAYcsT;&h#@Tv}?d^8!-=?x9OSP>tmtUf-`1RrT z-CPP9nxIsBpVREQWJmMyEz#4Pm0u~hX{B1wa*m0K0XXy&>xaAob@pXn;Q57#nqS#x z(qpe#uxYem`+faTU%1EC+=HY{LvBxE(RuliI|XjCS3A%l9lG{@?}mTw@5Q`Ag5V_T z299xvHB#dxE}^$mH3Q+m_YR#?ij!n$r_%;{N#s`S>f&b5vyBQ8%+Z=C$n@>|5K6-y zpci!&Uyb+5Hh33E4nnF^DF6l#&}h&6j!(m~_OcbEfd5dyg7ZXZW;<2Tkrdz?qAWo% zqkLGn?v8!FwHeDn#C#B}3KSY=qCKYO=6A;z4kq#(SQuGgE5S)0`G>7P@avImA38d^ z+*eT32=61PGXyM}N|tXhzfP}t&?9?T^6DFw1sOACcr1dcDo6;+l|w*q_$ffRQ$quh z3Q~Qrd4c#PkX##_eG@j0L=8TnF1n=FciPHkW@h-^EiO8JzL>P*oVfj3?#M#QPM)Y@ z0<)@dIZ{AJmlgQ{Q$LhNrFQ0e5tz8`ZMJB zPe4-J3#=d0134YnIJlkU?WIY4d!et|nwmV~%jk0wajq}XOHDb2`>$}pO6^}$sq(nt&(pxa@jgOB@*f(T6 ziWYvOrI+=gwiJD1tl_%Oqq@S7-PwjYjL)%5>LF#)yQ3b#tlU_?wPqGkI5@HAvmJVN zPs{AZ!w$nrBl|coCS@L~-SZ3&8!}yi{G_u@P z^l#^CJy&`a|C$3d7mn=?4~^UN!nz+m?$+p03$ygb$Qoa`=FA(@C1aoNAR)K!?UirE zvxqWen6;-m{F3Z!&2q@mpyxm}RJ&(E$U@X(xaHbz-;(3zQS$hiz?bZyoC1cE!)C8- z_Ub%d7brd(05GOWH*0`f$7SISe{{XmMREzPI*b?7(e?==6R+++Y?IsCZFNXRHvpxl z$vlK|6%%sF`lWKqw#WX%&rZbg>+BAFYAP~=UIVj5X04XRyS^Pca$6zHpKp`dB*`7Q zdf8q<<-~p3SsXzDXrc=5Xc0i>`%;VI3&R+|aOA2*(Jrq)Pb>@4e+nEvCGxg5f& zB7Oj{_yMuBNBwbmfYEjK)qAcG|M-YLV*bwu9HW&rHR%JuMen?6rwi|Z7~e2ckKU$D zEhkl}HA-{jt#GVAN8Dz9BxclvDXo}LPe-CK!N;IEh ziP*P0fp(!>9vGX-^jCMC%RpbR{mV^h@6PiCqJi?tFFWA*D;U$Jgt#%Fph&rSc>?a{ zbRE>$)9}u%LO4XX2lLN>`jA1^Q^nh2(rRBgKkPRW2y^*~{uUC{KlAB#vrk(e8(AMP zxw>Txs=y_6Wz!~WdeEnwT^5Bcp8Ir(eFK#M!i zK{t{aC&Q^h)b}?3PdFstaz!a9nI$|4IVh9Y{@j!DZ>{D)*vW}Kq$KyBHy6cPW~pvj zg?1Q?{KaT2G39nme3aRgq>pO%;DL}5tX1r81MlPP8WFA4W2e5DQ@?qcLYBFV-<2kN z<)e2YA^mfw@jyd+d#K8*DhIgcZ>cHm5F(D17iuqj`CI$OHGO@?gOq(jZWV36QwJWU z2-phk|Nco`L*JlgC@5%sp`h< zq3-xTr#oD9GD2gykMhs?j}|EV)6elowF2#LSJc$hT-?z5k#bY7o=4zhLWXd)kU%R2 zkGnCX<)4=^3~Cz>ZDW8R{9_x+AiYP6rF!gMj?lQGW+QT2J-^zJOG6-EV1ZR`-?{u6s1|HRROfwmOpI|qvwns| z6fRbWAt*4S<2pbMoH2g~Q8&MS`IWOSD`?g(C2KWGNQn+l+_*AlN?*+(uzEX$Ausk} zwKpIcX408#FN?Ex!b$tt7pS75QQP|ep5fTfVQmGFQ1xcbTk8Wu6QiF)+irxJ%m_aN z#ERl!>eV`1&5`1Ec0aOv((z|t+mkG-NH|{NhXN>A_(<@K%FW1?JulAo!yzC}b=YIs zJlZ4N7!fcVmG=?542_zF8$gR4n?}XN9f`3fARz; zQ(H@m{l;YnsUr8!My#xlfFEk^tKV16!J;nyw)G}E>1+*JGM%n3A*SLVlfr_X?Z-mi zACM=t4Y|XtY$oTkUL?v)QaN9%u_gsLh|-au|V$-vCG|QeEr(Hto%CyQ@;=sHj%8o>Tkf`~B5{ z+ztPhbPD~6f;!)p-&dm2I*!_=&}Zl!k~+`5);BTxJXvD`$uxlPR-_W|-6)yse5gZs z3j+D#dzRSGWW$JhrBCg!X8M?xZZg}fs_2A!d#*gUjRBUW)G~JtWU4;8-Ra8{me$)Da9@7sYCnF1w3qNCV zI2h0d^`k0n`yuXxvPvm^TB@ellb0g~)DM#EyMHKD3S=Q?{_9yf_A)eg9KF5m^NA@gV_i+;V1S>YHHzBV0fvxh-lwLy z)n?vXNG1syFQ=5)PvC_BN_DD>zfP$ktCWN<>CmCU4eg+J~UGH&l5}-R8J(^ z?)G1Dr~T|yno_Fi_PdS+JX#qKnS)yeTjRISamifUVjn+Mk5%SSzS4SZy!BnMHYj|e z^F}nCw|mWwmXLkdrLFcBm&86vPL}G!APrbkh*dM|=ENlf|R>Dx7vl z9*Y2dvZ%Px{pK`|EAg1_^b>H1@3D^uxM-Ck!MNi^^`TH38DrnOMnn5lnBgsL(KF(8 zY#Cs#Hd~~Ou+DG637d7}Ia%Vo(;vPdiFYh)l6c%Q2#1+U7z^l@)K1s=#Cxq0x&-1k%@4$^BQ_48kP-uanK}v#} z6*B74Pmj*~UY0u9|IYo|Q(;dW+STVE#{GQVX=U3f+AAoD-_fj z)nns$Y@gjdR8)wyj&+C72inA}!9^OYPTzMB&Fa~$Dy*sgIw(SO84TSk$bJTfdjkpT zkRg|oWE@6@%AONvlc1q;P|S`g((p)E0}MB~@Q6Hy#5oNIuv~iem>w;YjL;}>E+K~a z6jPtn^rd@aZjl7ZL9BbleQZboX$J)bHHV`1d)%B%zk9rd$K^qF4a~oCTdZFIwZ00N z{`gV-!EC7uE)~U~Yfy?2GIj%69PTkGViiDD0I2RjUoEO z@4MS;!xK%e_nblw6MuGU<9ci6kvR6c+^TMQch+~XvD#i1&uVyQGS16H=c(}KLE`Ih zEWpsiq3|hmPlD90Fq;+2Yy)YWuFgGDU{d;Q?LsL56gER?uY^t~*-aFvbuSPo`4@YOeOaVml7(}OOaT4d z9c^?}*P_nrVE`h4TH5O#M_ylaihlO&2&XTKPN!N+fR@XRTF|sD$e zBKt-JB%o1{;?I<-rIdf_eAorxd10F7B(uQd!FR7QDs{yQsd5_BUXc!RR?Bs(-}PY~igsx2W8e0Rbh zCVibqA_abTk4xq(RP|TlmCo*?V7>Cs5mfE*RqTh5a>H=I^g!L0rzT+o1T54%->4vA zaHw`S8jfju%FM6%Xc<1gpLgosW$#~hM(~~PgyY426;)LsU|8ZGd%i+Y)x;jQs6sJ3 zp)Cy0py{1Ab&8G(M6?_-Wmvl(YS42Q4qTHbsMbX(CW4lOU2Gap*MB^cx;*T3h3km3 zpH$)E$umbzF?VGUj;UDzL30t3Zq|}@JPFp+J#^n+oDIh=Q323V1Cs*C#r=v zG%Z_yLA^AH@gq$Xw<1oJ)i(oY$Ot-VuE*&<&aG{2fI^K5Ew{iXb@l-k5LTFL*qx~! zF3}vNLzHvge7h86q#zgBGK z^6p*H4|OJBIpIC1g2)zhQfk>+X9Z8qAHTg_E5-c%u?iw*%0}px1SiJi9Y_HNYup=5 z?!phBugI|T1cR!(=`s}53VqM}f@6Lfi^kFBN#Tw!Ox-F9A_S7!1JLeqgdcSn7LAzw z@}Ubpv5>;MPH{FoO_G zVi_(?^F%y}Ih6F4#{j<4+g{;$fcES-kPZ%#+@(&J7yt?+% zhKDTkZ!zB3r|!oCl?QJ7S5{ia{pb9d{T@0(+ybc}O{ez8`Bjt+(=CGkqfa z&%V1hFYy0!SIH9Me)CQg4BWoVc)+7MA#K63>U<$^M7gc@FvzlKDftxp;!PKintV-X zyg}T?zVPZI&iZ7@3*@<`Lnq6kaDu;~3FanffX{Bif@zf-BcK8yHoa@`Q;EEg0?~vh zJfDagky+vo{q1$o3S?#tL$Ep1ZlI?00-daG@2M=s!EMmfvA$ul;m&um{-oKO-20() zJ`)q(!CNEIA>mq0;eFuQqeM5U4k_5#8Z9q5-}v?8%;p)Z_$ zj&K+5udcJ*3-?Yl=EUL$SdlibhZh@Pol!jyoEqHjFXrbI|Glc@?cjdy^XNNv7jE{s z+G{qR%kVjAODHoU$}}(7?f_#9d8||R2Qp_GCqv$No9mATHpApj~lxJ~T zA*LWqLv`mN&ysD5Q@RQ3mkoE_Z?e#&s<-c8`GJ8?O-u65nVtq)mdzTVw?*%Fh9l_yl{@^^cS5U+X7nn?NJW!bxkhg)&ZsqM@iuKaWffL_@k zcX{X@4L(n*vY(X15vT48BUqF9Ue)2NC;MZSs?v>OR6B*cb+WHU{oTK;cV%di3_DqQ zpRzhHNm$66s;Vkp#mel~6LLFZERmo$uRK$1A4hhSF8eK@wiHvh-$TTRCbB6QJ@C{g zP0oWuh;>x4T+6V0esrC#C*0FnYGh{pC+3TfCJm?TArImbsS67{yO)E*q1`6yC}cFe zz{=*`Tn8@C|-lsdm z);?Nsjm{u$8`_K9#Z&BKmz3z)*~9OI$En`h-De(kXNl%B|JBzZuq1U;JK}3o8lm5y zF$)mr0jaSNaOiU|WAod+=Mu4LwpQA?VWtJsFjRm0FGhhUa_-ujqY^aYtYYRV9~rrh z``E(|U}5LPUo-&Ps03g>h@YclluI-hM3Qoo4+sdrYU~BK2qX`2&$*P_?kPlb=+pQM zt)tdrt|J5sS1rBtT;cPjW<~STJ63Tm@1?VZzGBg{dnzT{XOEUGq5-RL9J_(G?&FXr zBnO}tmZ2_}TgcikF=~A)m1`IGaZz^*E^cmaPEN;Y)ys*jj(G8CpCFS4ZZ-pB^{yYT z=u1aGP)p{*so3B}LrHlV`kH)?!EZ2|Vp_V!K0gWD({f*GV14~xWCf)hGm5$?dz7Fn zooa?E)yRl{jZ8w9G^^mY`=?0<^u5T_%vL=I@Q#I9u_8EwM;AP#9;xlh_Z)x zhIosSi|h3qi&WHZ$o~-e!+T;b;6Ea$Hv%vlB_F$4l77AM-`cK!>5~2@|Ni6lQu0mn z)9>IOG0o6_(=n_W$7^jv6Cr-yOn@fZeciMzo}o?Z#zXeDJ@`ii8^77G)C>JrnkH?} z_js$s-QySfT{ri`_ej0`FW)%tYflfp?^QhJ`g${|x9Zo+-m0%7b#qTt=}DFUXMZt2 zjE#*|A02T;DozH|v9 z8q9j(_3PIV7)!)7kI1@RqL2h}NS)O9=8ZmY!{}%=IKpF_nB=GrLjQXu>IJJJ2+ql? zP~$A23bZ*h zA!>;2gH?+34b|8}r6O z1o3QBw-cTO!7)CLr||``nCUosccVT*X z$=TrBuU{uh|Nfa%bT$y&%_t=#^lJX@L%iBfy7kwaR#jkIR)9dOK zs!8qH?MsU^jf{3@pON^svI1e5v7wgbLh$-g~dgz z;Ki#}WnTxf=*G*VH2MlkOr>(u9Cz-ygHIRJ!-lL>b)pYkFw8j>R9aY>?a|bCtpb z!oSI9$OvL*L|z?s9?j)K7Ixacg1N5B-zmS6laqA>t+!U|MkXMywNaC;v6ZTQBq4{E zFhJ+RwQKbrUoD+}LlpWg_pp6mgCMOu)ao(>+TXn5Rae)A2NoV*M)}J}761NW>hfLf zKe4C#{(}cA;Yopk%@`j)?NxFKd`-j4SUH!L_Xl|%!nBjmCm^auoFon~j!H-M9m__} zde2hqprf3fnIY_e@o{tO=L`7etI_!8gA*@aybui_bJ=0@2}HQc1qCu*ZULkVK>|-f zMJ4C@iQ zLFf`o5jQSaZo0B4B`Z7f>J?>lmBEqs#`E3ueElgkjk1t1Qp7m=_|%>mHDX4-n4akB zRhP>Ll$kjvLImO5Qa-IrVJ%lJuc-K8baW2~iCpj_=r%0{6d_=^8@?o;0)B=X7P9T z614gk$`A7K5s%(jTQYH)MjA+WPfxKUy8KwvEKhez9|*qemp*?M`579)N!WMU0~2T< z944v{2Q@<2)^;WFDvv;8pp?tMUV@x*1#bi{Zp(hk6C}Yok(`*=C2$H;^GNMDK|3SF zI!lrwE2%!iD4XAb1Z$cLg)BE&7JCUF+^WHE$KuP^fddyE9J;oqEkk}W3h01Y1$(;U zTS;k>s8_?Fnm#3ukR1?Q@b1#6%Fc*{Qmtrazwz~en168o4d9=;f+5eT;CpR zxL-s>L{#)Dq}vknwCqx(n>?!tI4LnC*rW28Z~po72bCL2+ZQlBI5|1t$plg%zl^9; zvq|fWO@}l|>L6ARmTSWO`xu&wQQ;vgZ1ivbfCCVk8r@T;LdN6c*<{SoPwhSK!$zYt z(8!H*P1w-)>aK&3PVV|caF6t_V^+quaefX%C}owf;`qLZ0PTq_lyzvpKowt}s8h)Z zh?65oIT<#UdRVJ#e#DSjt=dOEtuH(b5fu5xU@(9M{9w8nJ^1RKB zjaz`{Cxx3hWY@uiJb1fBoxt#O*TdA{jyvMLM-g3Ei;G2$6!-17msr()_XWpwPzXS~ zLI|;)Um-09lStOa8+x^3C5JHAm1%Vf`QQb8_X_O@wjg@!o*itLSUSl_w;>I+-0jUu zQ&e1yt}ULpg3H;g#sbiN1Swl7n6zI;T*zBkn2p z_a{@SNUKcHdc48i3^Yizd7M^W$wqe@5h8u6I55ufr{v$PqF4NO1@U7;(5Yd^Og#rt zG6!s9vNM}L^w{m~y`Rr)sM6Tk*;#&U_3*j*n(|75SwsQ3czH5UTk5{%m8M&SfLhE5 ztzT_}sf+N`Rj-E;pSn}kbXxC>2Q&{h&>Vp|h8!;!Z9arVt=D?btYT9MVRQK~qG%a6Z_*1^q59HkHNMY?0mr69*pxfNRX2`S>wi%J@Du6qz~e zyb)wY^nIqLrYb&1U={iE$LB)DXKw5wc#`ogPDOoDzUq3OL`&s{Pbi^D5HAr7ohlO{YHe zH-gRj_$NcT1Sx50TlpZs@cFh&uVy?>XL0>|(huw}Ov%VaWQ?<^Hq)0+Wj=0A)Y`*% zms9@IrAy@DSVa9k{uE854BTmkc}BFGVa~yPKGr+aBWh~o-5vm}hGy`i(_lrb4CptwUxQ%i=hSq7Iqrd95sqWV|_b z9JCTNm(HYxhb?2ooqm2h47~yH7TXa4EejQ*ZeP|WUtO$4a3ca44SGDHQqXn=fB(re ze?CqyU6c33#H4Vn9_8_?du5%>r)p?94Y^uzbpVUk@Pyn^X`XyNPB-L(JFv5`1Rwr! zoT-iS%y{|U81PlaZIgpG=#?q3pQtYH2+d1S*lV4) zn_%&+ou1UBI(+RdWUvvLL3@~D#V`F_7ziDEji_W@<6jeHwU(m2M@{~kR=M(v>o~~c zhArLz;y_4*ew0XfA&8H!#Z%VY#N<7-EX4lfy4e}Ls zw+TP+)q$7)}|jv=XJ@yt=~&8NHgAY z4Up-XG(b|5(Yib$YV~J^mZmyTrIil|$KH=)y@YFqijeptYvF$WlCRE@>%Ie(j~1k387;yX3$MXD=#KU2-{J!-UfA6Na`D4hCd>3;4Vwt*F9~ zLjAK9^`+S1+YL&)c?k+$-SZxS)h#(EzlnWQZ=rmB953a{Tn<-Uvx z&yPcuI;Y|)?R%YgQRgw6RD!+6X=(OPWLOx*RW{PzzEe4^{5f41Kcs~kiLHF*X6EO! zm#z0{{Dce0_JQI>W+9&}&isOcAtC!D&Yhl~p54jvtQ!0CxygG0YhG56!#_?{C`$uWLnKTFN39O z3D@h_T|(d1xCA7bYXxHmf<3I zwlw5dX z6#pex09WTS$yp7}4q4}mG| zdx${uQ+A?^9rMhZgl6WM-xF7Ncd}d2aaUv7&YjqZWI6bF;tHyReKiQWWD=o zc2MdJ=G$HTWpnejkeLVJ4k7pMr-uF}!dab6YLY5wxj$#=C9)kgh{f6DGQo*E_w=4K z(0Wi=izSLdP{5D;!Dmso#0reP*}nbCox-8C=c*$4 zalyKiY_+0qCVneTY)=Fy6=t#US>{HpIFml&A(`oV@-|T1eZEimI^kjXvfWV#Zhf2Z zGym!@?6MMf*+i{f$rsbSU_Th-BvWRlhE)X)vdIl$?&0FEFNoeV(h3V{W4)9t@7lG? zNRYKruZqrMs^(_BUnhGlkd^qZwfMfgE!Z|$uD~u-R7-9jGPhx~rySbu6+|ap0Hxhual2@xy*~akgo!wLR+RJ}MIgec#%!ZnY+Jh2I)4tE6`XgQU zGsNoZ>iXk*7}U>F3>Kb0Z;=DYC7sqchBuueU^Ep#L;?rpt?S5Mg5A5%bXn?kQ=$Cf z3+vK>i1eUkI&%wm*3lT>i-&V<|LEvw+Atw)6?o!VBc1B82K&AVCCn8PBb}Yv6HM3C zGD2BhUvLFB=IT|s#RmtgBe--nVQ66)JtC!rMdlL%pW&-0HdaTQUSlGUNMMPI8(&5j zF}JmnVdTM#Yb5x=p1Qud`u5-B)WUBqE4-*wC>{)9<9(Hpl`TA*H;iU==$+e_Q5Ft5 z4=k&iDqsK|L~B+T(nHWNcR47fGWW6$5OHPHs1qCSxI5b0dpfF)?JIxOt}&94#zy7J ze#XRP{paRKNo1FR3Gq~Z8$sw%d)LfM1E?V$XC$=dbzwA2;V%nvv~mN~q?@mw8Bra8 zJ#&I%Tu)1bL9JBy)$7;flnrLKOXvxJi8f9IC^cL;u0&XE6!T=}R5gH~CWF3xuIx7S z@{-$wv|`L$vCz>?>@3K@-8+{iXrGv%2R+o_ko%l#rFs($3C;pzL62P^>}L?LM-cqc z4k#b~?6h{!4l)RnG;IZHuERR2jF(c!MYxo#+KHH8}qa?mB~P}Wf@x+?}#YA;AyuC_^BjBgoG$d z00m@E5e2i&bn{3|O51%DI}qtz5Wu)I`6oO+xekmAP9*7PJy>1ab|dK*s+!!gn2egK zOVLe6spithL_~A~C5O#H(NC2op!O3YBvO3>Z(#YxadB`&K7_~aAwPk!I(BUD-?+K= zaw8L_W3S?pW*nPCk9n<9IQ3z8V#edj;T2aS#7v-@57voNNkeE*r+a)TEl0@NVn@lJ zte66y)u3H#lx%3P+E3@63(UDq6K0}U|OZDQGgJ^!wC>1@$? zPTgq}Gqb#;P|DPG!tDGEc#rTS-A3gUgbA{WTYh>-m~(jZaQM~wo!4OS8T`7ikn>&X zt#4z~yAeTpV2RJyM6;XD**(*%a*$4Z+-*_3_xa&$8C^w}>7eR3)!1N}CgZ$HY7*H5 zzKC7kKk^#e0hfe{43Rhw%sCab_AO1RynXZ$Vv_!=uWpdfz3dk=)ZhW?9p5_U8|J8` z=rn#rcSqJ?S=rN=kYuFB&7NGxWJy*UB%d02`M`3^PEK|;xx#haZ`m1l5TD*+TWBA} zfU0HKn-`8|-P6$r^*C0UUz{K(2_koD(Zf9-&y)HM=vCky;Or&1CZZA)yXd85>%9btLt(v!lfUg)(9Ov`XOZ2a`lylm{jB)=m%J{xsk2GHQX-+C;0w%m%EtkF zC(e1^C%kI`0fD9sTb(jcpU4pptH_QWzOh^QXSqsMjND+z1$i}jI57jasrTj1mY$%0 z78pgJiPP@wtswFBw!7SP$$UqS#FMe~*{wM8jLYI-_Z%K}Bp~zY{6S0-dm%6gy+utD zs2F94$LUS%#>)s8l5OblapQrAIH6SYfw6p4V+8(pvdiamL)%Tin{5=PFRx_ei-Q zHO>NMLLZNzf=b*7VE|E^lG}g-Ug83nC<)$sAz>BBkX`?Pb1!dm)R>?ChlBfTfVa@0 zG!6_f*|@rI5=*Ca1%@>!)QXCVejBm`MG0X^p3~8NG3o@XR24mk5*yK!LX)^F( z*UsYv2OD#Q5(u!wIpy6gmuvI&wbh>N4rs@@&`1Z>9LXG0QfeCGx6^ELDT?2ZU-9$a zv0r63o1Y}JKehG6i^1{_!&aRiDyh+WSQcDb+FXV=V*QLWB}KuM7+pQJ$>MCTzl0t2 zPgRFTyP!rtPeQu~>h^*OktU&?e=oylGfEllf1|p(+U9R?4AZtF8u`uwTZ$&z7=|>Y zWw2E5ce^=dE0OIu+2G&Dnrl?>85oU?gxDjN$=J1NtCzhJ$dabI}wAKC$d zI05nkq?FE)w!Aw-nCL?rdW+QV&@-!kz%8}b zfStpSb)3}J#(j5ED^?n)iK_AeeQMwy8o1xY1fr-1Y(CZFe#i;>FCVMQ&f4X+F7 zeTL#KEHbjRqQY2kL=JJ3;u-eq#0mfTLC19oez3mRK>4t4chbHGxmJ)DiHJ6(8LuY< zfzxH_|Mrviy?OHnio+GuOb9?#qiz9A23Vo5{{~MD1gSR!vg`6K<4 z+sB>|V2v~lq#H=yP<2zq^*4NuqOe1ulZ6@pOG);IH|@@3b`_eVM~`AUpv7NwbRWR- zUgH1O4z>b$ef3ZYU{7ACh~WvNBl{R42&NJCZJEx~Or$GZ|K_c?-Z2Su;echPY6Zm^ zJ#nuIw^pK0^}2bps=68k_?zC|uTWR$i%`doT;fWX?$X0V1?fWwwh>CWgkIiel-Lk?v=TE4ut?gOa0*0 zagHP*Ki+2rnF9@uEAYC-tqhRfkBb9uUh3yZbV2sh-<5W2o{>>&KIZZ@rOx`qBDhoz}V8ky$LSb_4s>bZsMY9M(n5Rl@+x4mCFJP}t!#&d$!>=ER^(&%L`uH5T>-B$TTtQ)~iLdS86u zgtxc%-X5jvb+*CVxtw5T>j?PZv z!&Kx*uR{NT%TI`J`~9u1sljz#9Pcef^hE}5u3HFhEsCEjYG`XCSDOJk2`|wvba^;u zm6h*Jso&hT>TI~k_;OV56+F7OZ<(G^uA{CDt!T5K@nB_UE(2qXuBKMf8u0ns7ohw8 zU~TBStmxK;DddJ%ZdXn?YOGBPg^ZFl6>F0ma?R1Nwjq-u%N2EaV24C6w^ z$^|s(A!;ZtNlANEM;+8PNZdGl!4l*6CQgLS(uE1RiVEl;HL*OKy??NaA~V`kk}ttR zDrYU|GT{b?8^uxCgbNq^9qkdX=|K=){Qsti2|9{@y*YewWritMNi6iGtyyT?4h=fv z`U-h@`Lg{J2gAVxL1K?kdE9JBYFNNFbCJ!~vlS5`JpIGNM%fBj?x}h&`DHWej53U} ze|$4r9J&o_N75fa6qKbY3gG7ar!ji4e(;+nK0f>d`E%gFfBxLk_EXv5v`1vuG4CeQ z9V=ubVG8roY0H*SCe&0QE5$!C*x)45e20D>OODu%K4$xO*f?}kT@(cEgQf=)sWo#1 zW7_1gG1$vYvX3Jwr^Axwa`ujZF-&{+mc{sh0RK|Z}IE!08a%(NW?!Z9-SoG}UpAcdZZdq~~Uk4;o@`ci19}f@FDzh6EmZFlH zS_}Ai3~^m2YmvfKRdrP6D}F=&GjpMs|FxGJFAB5wN?H@SMTv0>H`Z4)}-E-JG_}Rj}5F9>RGZKc-xYxnP&DM6~ss-bV4!GF$i%zL`N~qV^FQb%5iIReO%Q?*D`hadt6> z=a2#O#KD{q!cg86Ls{Syf7&_7j@PZGfH zCkRzhV^s~^)nibCoFzrYdWb0Fn?k}#mF<=E|6yk7nQPV9lv2X#>b3}R;9WM?wul~9 zL;?1I6g_KwHq6a~L6URALU2N4(lc4>D&*P}4Z74oOSrfzrv=d{`bX+Qhl&Psl|$ zcC6MgNB{3e?`?@-g@dbD;Mp}ON6>hPt<%Fliba4 z=c-~&9HW&BAiYA=^c=@q@CN+&L|_a+X;peh7y%il2L1aUxCvAAbPP}2_v*n2I<-c{ z>Vkj;s1^FCe}faL-voVr{UBQ0hReKcArx2s#l!~x72d8hJcTHVs^`SYu~}JmNapLr zF!48-TYuwzBoBoFoPa1uAU*rnA_uqDo=Kx!;ZiP%mBP;ft&I#Z*C}6!s7~y z@hu;pRXq1#K$NP+)p&8+BZF=pmX_~oN!@bW|6ynq zU>bRT>)biE@nqinb9D|63`uwGUM2=1;y5n(8p1S>-7>C6^^jx zXri{i=z~&jL7<+rcUdNQJ%iOLVKq2%S4>t7|IafX3{s+rYX(DFZAdBbq&m&~tQf~e^FqHYy( zg$?D6JK!Vm^*uft@W6`Z8BiqVOqGd{4`@p1vN-FBC#5cRv%S~9_Eq-3Xw+v1yqmr; zGZQSQpAdU7DUcAmOio}=&$#^G+0*1L=t>(~P(AVtgF68AOArz+MbBt3_?;BJ8y?=s z%*MhE`0e(G8V|bbRfUN$2*R27XnN(EAldo2F?D`8qH6_h&vjF;jVg^Rk_H%6TaXP1X7}oExR3r8nE4vqR+&-tM{d1V1R= zj$A0dHTf@*1tk+IM<=7TXH3}vEH`phjsM1v&Qk03F&v@Wxy^FQ63KQ_($YxQ6qJo2 zRM%S*1&t!#_6Y>sG`qH+5Crc&esc_lI7c8R1I8lP)@3A%Qh*U#S65RP4Ohq zrIu{zW_Wl?pJ+(Bu$`;I0jXB0si|3w5weyl>$DGwX;~nO;PKB@WII^%y?k-q&CT#v z5yPHmdcOC*&-d?pr%v@@!O6kF!JTTfwUumac4|rzRRI{T)s}=Om;4Rg&;2VBosUiG zybc>RSqOEVw6vf|z_Oq36d`5u>^xYI?A+V;O7&Q<6i#4siwK+UA#IkzW zw1i&+N!V8}UMz>6&$?XKqjV&N=2;E4OyL$Y{WN_}jrHn0xQkTL51!k9szO6|j#Q+E zpo8?cy!7?i)Qc|H+xldeTb1Tle0Pyv}7lQeQ)#OLHY0SAJ7l~=AIk=*(t29_$E3G zp7#9@A7+Rl8YiF)bre=Afm{QtarX6z1Z* z(O=Kv^bf6(GlcWkkNkScJ?r81y6V>x@B7}@`M=I_b4mR`FmUhVo4uR2UUz%j&Q`>c zcl3Q<&FSeR5{D`o?~>U_*|jNG{x}ZzZ&?1lxNS7~;3xJ?RU-!|;S+>X)-8w(xH1J# z%ak21io?Ay5{{#XW`z7vu<2FDMms7NxA7-%@>5#aQwIc{Pn^8epw=cVKCwZ=nNx>&EN=pnXlLsgSOS;+Ty6|%@(7i zX+HYB9aJOSt^;j|FhO6NOVrAB#?myuHNZjR_6?Z0$$TBXnyj~+BJ22GRep%xQ;!(7 zi_edERs$2haW6C~krEf+r4{bb8jk;9x`(HEdH{Mk1~U1~YjWDiFw;G(Nhhi0Jt@@J zi=jS?@UX6f?R+7i6q?n(^H+pE^1(0nzJOV`X(~;|D(sc3_2Wo?MF^Pkt_*`bflzRN zcwAV|MI38sEf`G`gwNqlu=^VTT~=9myEiBFPJXkoRc-?gCgU=#HcCdabNCN(cmK+( z>IGd1lngUM9L@7nd4y{swFu@J3@oy%5(n*#n|v#h`{zAA`rEXfelsKscwT(^6ZNU2 zBg!Wp`vK61Sm5}r{qdCSS`GWGMdJ+tDgk+D3>6g>-;qWrO7{1;jw9A|NQe3)s*kD= zrk&GM=bsF_=+>L*6l&g2+Eqw%IdQ*9F#qd273H<+`2~G9W@W8c7A}Z#L=_Hp8>%D@ zw;oNs%qaJm0*^>n`DR-x{m$X6VY%xr_nGHM%kxBKj~z4rWa_P!eB-Nrk~-gYu@>tv zsL>1vJV+N3&hvda)$faLOfVChdX+`^4NvxGX?)4(Oy+$Fb+7OdG)b(itdgJ47MKoM z{h213c`APX_)MO0z?PGIdh6F`DXV;Zb>+86(z%%O^ce;GQQY?L+qZAU4${MHQv=^s zq_D_1jSFtu)+buOA$lcwW>V>O?(TSqL`YqJtj0hZ--J8lwIaw}OLB@mBy*Lj zQ+k(r?&bvehzxQ|1WhzPT`Tz)i8p`A^cc{^t?Q zo{R>R2H@O)Q_rNxDS^ml|$YM{+UV*vc#XY;d zR3%q~T@r=$Xf!S!dxa^uf2X+grF!OOww^}4SA_2hndKe*2a=j(iRil6WI z^LdZseH_Po1N0HcwSmrZwuUO;N?j-`mH<>ZI#Dt5+lk+$75;s+qCg8_Ipr)0=^;+; zBt^68XMCJT;EwXm#(<}8Q7>)9`Z5M9Y5&+I33^Ts04nd*`N#?qYjuxlTX ze9OzZvSN9qBR%1>C`UU{mYA(*f7KlO-~gz@PKPq>*s&;$7j1?^dy(lrTMt#wyJ0z^>{T20zfPB|WXm3r(=F(l z>08Cm99Q?pUWG0iTH4|Fq5h=sCulMRMq3-HI7vb9Ob7M}duhlk^Inqc9#vEff?E*| zU9I;yQQK!ffWER{Md8>^laQDgNyPZ*ZdrI$rk&plgUI}pgZk3gJ{=PiqpmRxIt~1% zAy4o1e3y0@SJ7K00=S%a51c-*_Ld%F5?R*MH7V--t;Vvfs`I5;BbXqt z@g(I6!sZ(7U6s&hjAUvcP0_L_y#lMCe)i|)qz9+a$N**+IO`vd$eedRE@Uqo+sL!v zs}E&*mdBm!%rV(w z)q1ztSyzRfNDj-YC(f7Dvs5XF<#rI)Il0_snX7(uy3Mg9(ADLLHR)RXhfiq&#(a7i z*-mf;cAV$DOBUMxQhGPjal~RTI{VK`SCOnZei2sP{q)RSJgfY51H@*y(HZM#YiZ@q zg(t79I$~Ih%Yo*vW+Tg$?(%Nxe}C9A zudgQX7&QA`JagtfIFW7QZ{0hAl#Y#Yc;B8o7F9ouT(fS;p0z_5Zx$RU7{q^v1V?Y- zr|DsS{;qsCSSAyPT*kx`d)zCUs7xtMn0o@`JE(L*Y4d*m{CQW}HLZ;PG+R6tUobwt z#Qo*Oq_Wa)ps6(NuyDv2)^HDd2D?Z|!Vj^0_6J(f8^Vidnf3Nt;F(3e{!erRwm~bA z!W@(&vyIhmWd!0`h)*Bt$b$P5e7VG`TU-?=wrVPcHKac?YiMAZ@T!(reAg4ph2R1V zB4)O-%j{Lo`H33lcOoLtT}g<+&we!$RZ~jv!yi18cX;_eR=TZ!U|jzU&AainUC=)d zntpJ0&h{rwxx zTHhcjhQfZIW@Bv-9k=T03Tq=i_wH|1|Co@$159b8uO*6K*Y36(-7XnD@ZxP+Ga*bc@Q%e7D2Z-)lvEjD1}X4NH?AOL0TUS{TD zpl(3VNy*89ryDgJySnEFVb(~%8gVWa{1-oz#t1^L00&*ErUq+nTt`@Hn|{hf zPMM%A)zg6^O&KU!ghC&S@A>&>&_k37-J77%_g(vq8VYLJB}||II6?3W`yj4AJ9p|a z`sqB!c0925#iV6r=K247ej~RcZpzkklUV5Vf5F;_$*=a~0ypo|`iB0Il-N zK?qZ!p2ew&>;XaxVDAy$-a?{s8>BWc0>tRd47fKV%>(r^H0F^J5$hnaadGA1RBRew zRghT)fHNvRN;3Km=l#$6!0AR2mj!@mG5^x_92_PN@T9ca9Ns^Az6XEL861c|kRlXo* zVx_ z3WjFA4*F&9qB?>XjliRGFKH7K3F=O~EcG_*T>4Nwh#XeL!3Q@xHuhJAav%@L!8@Be z8kQ7Ui1nB_c+cP_uMgFuA2E;ILTwt}V3+cpU_BPmD~l3$HgdH(ElWH9%kFO8iWz!Edd;cF4-{ z&OYJH;3#cxZPj^<1tPg)zG2Ly|6O$nm|9y~8>lUvccOhG?g?LQ6GcxJQSt~8vb406 z;JDE+U&#h#Ma|l2yB@4F5w+iHt$hvO_|1V&pMGPsq+J#DCR;+)t?B!#bWOKHdqu%` zVT>SwuC!33ui_Vnk`V>h>0dbh zn4bs@(TU#_J^Q3|Qjj{`@_=FhJ;yD1@yc=B8i8mg>6VHLp;soA<|`O>>*Qc?_AW$is6l?e>}vrGWy{Dq7PWK5Rp|Zx|JCDdWwHrV4e$zsVa^X5_35x7=tY(O@%6 z;(d0A8P)%Ut83wTEU1SXoYLy~$O|PIIOV$k%1t+>G^V~SkkNfh?ta~ZV?S~BFwUD9 z#N@55O6yyIM_?&6_j&jkc}Jl&`YC>i)lvNL(K6#Bfp;SHD{B3GSPv!a7iWRlKIl32 z0lAG~%TJ7&)&CKwHeadpk0T)ikpS6KU{+$+Y3m^$5UfO>7*a@kj0OM$1+Vtd0tO(n z*fjY2wN>W`Wfg}2Gq5RNeV*)gI8V|34qFs|!Dy{s6cl(c(7+24yyfDr25`|MIa!Y> z!RFAV4yPsUWpkPlbNK4I{W+i!JGhi(RDZ!DQCH$(gwLpU*kjt`xf#%*-f7#MQ`!z= zcW!BDXlQeJY59aZ!L2D`ktrF_i^7lrygy8LZ%%`-#gzl%5;m61HPd$#QrZS@Fm0Ue zxmD~)=$O*BmOJR)n2;7wsVe<)|9}A1XIgu;w@DWwMq86^zYza4LyK6k5lpHi#`h9@ zDUD5)$yIjgH!Qxu2Yzl>L|)Zwf(DJ|hrg5?)JMd@=ipp#q`q5o&r{M_Rjg8>dZ?VUxMDh!E4<|9M?SQn(KLn5Ehvl-b zTs#LXB{#XcP0MEeW(Xm5GY86^OulxnO{j@eKV$9Jto{(7>7iy`Rn2?$7bv&J+CO{y z`V!Vl1E4Gy)6Mm|A>(e=cO{oRR}Q?~az>33tQ-uZmJS!DdU2#bZ~0A&M&p$=z97G* z6pxnQ@U}Bi#g-$zR|HdPhpD-UJ^R*eV(g6~adhKW0w4`A%|VQz+P@iFE}5+WJ6t*V zrjLni;W^LlHM`Qgtuyx6J6h+X!=1;BaMNr`$*B@WxZ>U4SW)Zb?nr0?m`Rw+#!x0wkN9u7u>sbsHQw7sk!4E!Rq&CrtM-UmHw^*K}^3oE^?* zKeyR_9B|D3jsq`dRfJ?F`i!pJ03JJ(oB4+^Z_O+steXhhxC`>VG_<4%fsy^c3NKnK9oFeUX1j{9a73JDycvigy%EI-`(N~m z-k|u*#!DVX5|)(1+*=g19gZPLYmG;;@|gx~tzt*_k&Vx= zOeyPzX`)(BX7-Ay6AY6;njv#1X4TP75AhEOIBG*t{?3Ggf}bX>ExdKoAT#VK$$8mh zB4~EKNIC)ds^K05Pg^0+5`Uowq@&}Z7%jGqZC-^)Ko4mV+SD7Eyt8nl9?9xZrF<4UxVo8jR zD~zWyoQvM&H6X2xQU*AdKSp$u+WF-^22KS?wC?4y<_ZSMa3?su6(#v9d}ndcBa+f# z)OEKYDMyV`7*Y9S)D`L;uoBc`vc*ysq)g;(&GA1M7yQ$Gb(YHhJAG6S6GjJb6a%x7 zaPKHL%-k>Sl2Rs|Sg74%)s$ep5#Ej>p^)K&T|d8*UC&Vkg$ifa=szAW7)s&2>FfKE z1vL3RuzSc`Ik#KHLXK6g;MIw0!-(DV2M>y#YUrl0m!3Ep@(UR)a-3YuDvN#pegWyK zO*2r#)OB#*!)n^W_cyMNIqB^FUy8%o=|EFdMseW>62a@sXjAo2-u}!iE_s)ynd)d+ zf1&Iq*fN$Dnjjex$a5UYIOG>bw{U236@Pj!VdkM#vUNH`mHDV98Es;vzv?cDx;38&L)9n=JhVQYM^T_%n1 z&mwOu2RLO%oEAYc$YUZn$V!%T)+mWi1YrKn(qGZ63c=f91OC&L_5)E6tOWlh4~-r-l#4r76dp;K|}Gi+WG5e*OCO zA3UB6!AzD4Mm=22>Fk3)i&MR5Aspa2b^4yFCrV2nIgHt=gYJAl;o$hSFD3)*=L;jX z+I51|)!>TE#karwa8vq=KX#d?ZM)$@o04`_OJ#3HM68?zO*Bxzk-UYVhUX=w@x$dY z%|U7U7xDdG@J|b@M*zTZ5*$m5(OAUarI9+Uky8ceL|7gOD^~nRp@Qv~0}Er#EEXwY zyp=b2C;Prx_0)jt7<}@!_DLwdV^}mH8OfN+KhMoEW)!4p;4z^g+HXpiS^r^;)QFDl z#58n=@QD6eLCY@t167}79rbBj0RT_1b1_r}3b55K9cWl_iR4;H>@WJEvqC$^Op6v!uRC|w8&};~m zgQe`v{*o0>_X97N^aI%i2FJ#NF&M8AUJ+rXn53M$V^sL*0;xkWeSF&m5zkb{%HAF= z3F1MSU>0{Q;p)Fp_`HL6PzxpCtRp^Ry7PkXc>sh;Zvu#yFk1&Vge?mLQU;DZ0GuHX+3*+5%N z6eRaV-I=nWbxG~mt}MPC4*3PZV^*5P+NAzoBtZ&~_D|y3@>Sp~jc6#rcbSGEzG^Do zWt^vZBOMtj_cnRPEn!@kvs%%w1dWzQaanDjQwX2c>GYLZ%skgG)yp(!PjIk&%?9g7 zzA4_xd9ySE1y_&Eh5&chs3jh^H@rOzr zcQ(beP>W%3k60+Ja44BLlkr>V!naCT3v0}cu)x&c+uI7x6Q~#?d!T+TlEiq(6EUms z;gwiaOL4uQAmRsI!X9Xqiyvr;54t9&0;9rb|X`A z(tk2q$v98AXA;d-YibEiOZQPNz3tskZ^&OmCzSbk;!S;)NGYorm_^az*2L7uEvo%^ zBKne4x5l(z$S{@P=ajf%r~r15dVs_TorgGs8KX_)<>z-btzKL4770q9H0lYju%k6S zRkCjiG@}S;)AI=Tx;vIVrl}EG) zSdDCB+Z*d=@g;Q~ovktGZjSK&7^$N=L0|<5G+?BL1Y*J*?NM?geRGIaf%^~CV2o>M z96U0JI0E1xzw)sHOO)WrkQUFHIuu?k!`kZ8m6je66cJ8Ir**%Kg**;a1g0q-f| zNf)4c%6c@COEsu{Fz)HRCT^*{>#Ys&851(vCB#0lQ+=P;NZZ4U!^DpBodcqv6`^k& zn6a&sv)YWLY?-gNCw%2kxCxI8+>t9~f^DDTmpgsqH!8BCSp*$_U*976*+h~V>oe+1YhD0}D^?E~ZE{n9-Z^cT-ejOuakS3%(Noi|(@vas1}u zu}KjMk>JKY<7rl?tG+|5ZgwC?yx?FnT$mtLjE(}}dr5#)ie zRQh&9a>_ql@kuD07_bX@o9VoL$Tq53P;ssMYW7>vu?6bwk6>;|(*F>)H_MeexX9$sA{a9RZAr*AIhBGV zpQx^g2rXvUDk~}N5@F)u)62FKyuO=PJId^e073~h2k)tGU8$-v`s!&i8WaV0{M(m` z1@>U;p!N24hC?{JUZ=&=4 z>}6yugtiO4dK{tzugP-jZArBqzd>Q9 zDD^q)i1{620|}EwZx>4Y{?k!k6Qez*-Z}M)`CJeE+QRS};sXAKEuWvF1U-{hC+iN1 zjzZJf`K|VFa2+1kbOEywI8&c%V=G|V@*9l+kX|jM_u?8sUhWE9!t$0b#r{)g9r_I6 zLa{Rp$fWPyM2sm{2J5tY_F=$%>BD@r;{bUw-tT1?bowrxN=_4PQx`cA+r?ZvFH|(= zkI`sO1T;xJ732aL;6?`yQAxPctuG*S*!5x&V#bN5_OzyBt(zb*WUsIaIG=ruY5OLk z7)n$OyY)2)Wr+=$hKrmE>%!4z<1|ZYXN4ziKgtPsJ-Aa&PI)BtvV@GmuSbM;W0ChF zHJ@NRrzO49rUi1<5_;W?)Z}fJ$@##^nV34uav$<%5Wg&sXBa_S{(Qp7Y>`>zx zz$nB}hp=-xKE`*Nz)s8n1jTZ98YQq}nqN!>+58P_PitMaID^X9G8>81s<9*lYueNp zPL-1M*Fia`A~58g!U&~bEnuI~=^eluuh9IrHGUi|Uw%uy2IiZwXNHC_px2u9lz8O- zxMLi$QiqZMw;{zzH!HgTor*3Hl<@K*wN_?V12e)&_IUWp2TGRiK&|hsRKpEXYL(La z7+%{uJ9cMi2PU|p^U)&vxu@t$o>D{C=eU8F9?)hQk87eTIWO*UIK7-|H5dEpiY(RC z4y2Lh4V}>$T4JV($cQ$8$!B`LS=7e4e&Xdy2z*rM4g#UpcD{%@xUgKDzL5QNPp&lK zi8qe_S)J0Ae@d(W3mkvP$13xG@ff>n96r`>23u9DITpdwmHNL_fFj``teemg2X3@;LsHmuG07uA(Mvw;u4b7>A`kiQ$1V$ab&02;O zkH8H1S+1^TE%T7C9^nf+f(#d*)xO&r!&rvzAyCKog@?7yOsxTCBEIW0hI>dQTv6d;RJ?d*nP>b+bUR}+P^n<+2 zy}vNlM5B}emAlRsI(nxjAz9fhA2!lv<0ABYCduosYp(oP8k&%3+>yrRDjKI5P%&rg zzDmWf>pP{Ge(*!1SAjS&0(e%>2%L~gWfSk__EXr`PJRiITX^E_?~l#AEs{4r8xakO zC3EZLd=R~8d}Zd9*1j0+;SsWIO`l-(S{KAzRu2*N&H8o+b&{mT+ zC;j2%gq>OVthkxBCkt`5{OKGodPHrg98L^P9d=-dk<3r!(9+UU>gZK;GDCiy39CKg z1sHbyJOpSa?y%_HwWqhH7N}|)b0leXMs4!A2#p0{X`K${f+vcyDL+sg*C3L7WOkr{ z@5Ll|4mAHZLNj`w>4&fM-m5Kn#;VW@cb_?xZ?vcH$iv3$dd<6L0`+45>i)iYoh)I2 z3QgO04KvCF|3i|(`=4(7P19k8q_5}_ zRLH`QL&pGotL9uLT52UC=V^yhg{k8bOUfq$mP6yvglS*PeP*Q7VpYleQcTjJ!upIo0mRI@o1IPAYION@sGH)I zO)rR+$R!`y$elW6Wty6P(YrcAvPTnuwM+o%(h!0;O_A zSJpo~!4wk5-v))fZRex@c~D9%DaSAM0iaJSM!a8do{jL&4btr>xi* zWg5BI)nVxtei&U}C`wTQVnOInRaluOc$F&>=rt5*=lxY9Ro-Or8%_XNE_UqvG>v{; z$Xnfo);{#3$w5gEK2}M`m}g|X7E*+>uM-rc_&5udfbleC|My;K7a0`iF%y6fytSzv z3XJuRBJv=L4KTe%HK>zT`zTuma4H%7Nxc^h{!cdfn#~mE;no(fGvCgoG<=a0_ zYFIdcuBO6FE2$nV)`cX3Noz&aQGF~3h&BRf>S6j?W_t|tYlqiS<}^v}hH*a*sJ7u^ zIjWN&d@?jp`HNu^-<{q~3WWqe)igfV)^jC7w3X!j|I3`lCKmy2R9l)#G8hW1et$QPI0=7HL8s35SNLzE z;1gomfxTxu3082r%&Dj>X(vbEZD6a_-8ktB9}I3*-_Ph@V$M32Kz}wd-GiZ71n`Nn z_fy7)p|Z%z%oTBoiA75MyQV9I&s;E-dSVmiT*c7t@>1f@BF6bpasl*zb=Gs@w7HH$ zYW>j*4p7;3>vXDcU>U>z8vX<9Tu@5K*Iuf4h2i%IAD>Z&B` zc)j-c!T+AP=coF_z4L=*1tS*{bf_i9&f947WDzI07wN%N!$f1KX7Bfga?wxW`2aD^ zf*;?Ny~s8sVD&WjeukU1jC=z}wxwRu?-uY7hlKeq8o(~SufY=@%CC#g%~HRR+AU&s zc;e{(!L!y-bH`hIJ&CVF&OG?d81@zh4ZgQs(#1GA+0|I~b?x`j-mk@Y833_OIxe64E_fd4*?MRfDtZjFM zI;*=9n9zvME}KFVHNRa?U%!8UM#hnwOl(8c)#Mv!ghmsnm7G=`r0TXZMYMmeHh=vP z$F&EN23+_-4#=G3GnXbZWqY1F(g!%?5BdED5H5X){P07=`a~-CYt4M zwBJCNLLn|Ni9?gGJ^`#-n>FeUvaMrX ztcxsRsWS1fB^vOUf~_&A8()NLaHij7KBP3xfA&e^<{G}fmKd<3rOsFU9d0T&&h(qX z-w0eP)H%!;ip~G{L0whd)9w>`%m@5&?!&>fPeGhkq!_6?uLC4OvN5sz-cT3Y?(Qj) zgvrnqbL@D;gj*;&*?fYZgX*UvCO53H;^9uSy?Y$bgM4FFer0)Im(Q7JxgCXie8(4p zWjl}>X3xl795Jzd^xUHx?N&J@o=~9pi}$!{MUPRq zfZJ#GcMidNwK%($M#QZOW-phO1xWA6vdS5Bot2CAmIpM?cdEp9w)?4gb_P1~(yo7h zf1R8is*+S;O;ozrKL&GrkdvnV4W0-lZ<7+?%R}LI=}*o1cS!^?lTLiEj^PK-8YZ=w z=m(Y5aV*O9Sq(9D1iVvtF9U;eQQV&!-0E@PUf)Re%ZLB9QCG>Qy!UykI49_@Y#jiCJW$AA{lmeYaA^>XuTtKK50GZqSWo9UPL?& z5W4jHdKowYhPPhN0#zS>^PvB&%XvfUJIn$YITgK;IUcyq^=tpX{>R54xsmW~l~8_I zVEQYJZ-2wWm;C&T=M%nMMskP>);+IstX;9|i5231ubp+#1wQV3FmG}EGLdtvXJq8= z>4St-dS8X{qX?UuRHu5G(DUSn{rLX9BxtwO#WLu6T3r}YUt$O7320W!j$it_b7f?r zuh!L=LiJkv!B9#S2UIfYYY!E)SNZ5!WDcv|YTsp2B(Q%+$?_gq0jb+}l!8c*g!yCm zBTVvZ&d_Un9(M`od@%fFGR55+iddIp=4uAz1V!E1u5u$6GR7rLs3Jt(H~V|?8_j+S z39JZ>-E}(b$%P&Z7$nW?h2LhcA4`ruYoOC0Jeg({vItPV8cWZh&QdPAuE9HwoSWj+ z5`y+~1>Y$Ohz7Wy2&TQH&l2EwPo#gr$ok{Kb@4d+vy`e-mPEus(5Lniqws6ER1!(iKb{E|I9MvXHMMJaDUqsd9fM!bX4wW7n9`ZjQ z$HvB9zZSaBU_x|~sJc|+q{)-3a&$fVtUKbNU)8cDy5Jv5PIrgse(I6yCE*{xVy(>d zt+20TU%_rGpKgCdPdval{KE4*Yn-{q-&*C7vD}?3k&g1a$!)ZemwrTy4eayyoemr{Ta!Gj?CHcSh3tE5sc0IV5 zdz;4XmKA9upU~(q>tF&sU#>}X+ z1sAr_#=xN~t@_K54JA!+SHpvX+{-IMm*#tAU3*z;Y2Fmq>6IPo4)87P zmLimPwXDVPF3J9={v-x$5AzKz2fbf2AH@5vZB4OQ5GdE|GHz;fq#S#_B?1}$9CPYs zoSLTKK(3{fX06>VU_|{h$TKgD?y#Nn$JDqd zC5;5hxaNHL{$SwFLEucFsl5oS@zN#nVv%^=ngy~SLaZGRUfAUM2syiP*?|?$WdNS@Nq{2#NtIBo>$CWjoFH0|xKkw|cn;szar(OX5L3D$mDYW@QtcpMoq&;6*xkrf4MqtzphDarv2i#=%CSW?CWwXWT z`Jj&H@N;dTn*WFR#d*7?wY3#wCUZq;5$vZ)W@?B(z002U_b$33oR?vbo&SsUrSS@Q z*9mNEK&=>S;|UDW*UvADl+yWs=wKS;(ACsthU@=>V}&rhQt*#kL;U}IlYSzIybiTo z#Y5ke5*P1fZ^`U(XADX>j= zhK2(3OIhz8`i}q47AgF{e`nXb7^VEZ_>G`SuH4-G_ww_Vm*0K<{`<$bm*k;q8SBF` z!-74Q3T6fZ<)x+tI+d)->{f%qDwg>_E7=lrf1Z_Kmr+q$cu~sh9I0cvi34DfoLXj)e7t{n(sTcL@i~~Z3M>66T+GluZIn$ZjJQ>J^hsyqu@FR;YY2`U+=>Scc>9(djdhU`%{TM7CAm z7QOuaEg_^iIo3YtW+9jL{H(_S7M~UD;!&rnJSkZWK6(I>;!@bG2QAMDnUsE+pI1N@ zSZj%WMIaMF@C|DNcyk!yeg6IP8&6?mXW(l(_IHM?JZBlUxuZR-U|71oECic$6+9U?Wg@?yLF?4XmT1c~aHnEw!uH*}R_(k>LmP@$;AB^AY&ui~X*&x{=AN zKGg*WIAe@!mt5AdD}25T63p9jgX(^@g3{8ANz95LaBiX^A`&oB*Dp>_9{}`iGWjlB zf;fl968kD&5tx)DO1od4QjWSMJO(A?m7hOyj`6h}R1~WHjWQPTavB8Tdw`PQAtHZ4 zjJl&x7-=%1k}p^enz7oF8VXb|p|t7}$|R;^iHs4w;wHBj+EJ_-ltx}`B%K-)Ah2$p z3&7k-v*HG2F(vK@MzWnO#2@Z$`}QFeR}Cv0VPt&<_CcfS;67&D)$s9=9`)U>BrKa= zxbcX=<g@Av=Rz6*CL|EzzsKxpa}lpfPg{};J$6KvaM}_@PG`Y^5FdItc%D&aKMPt+g@lG zPcZ@QxsYR&ps4^*PJiO+&kL`Y((L=8xMLW6c@t3t@aFzFKUi1ykyZ|lp(>^?cSPwY zEBjIM?Y)z96~NIory<-O{w8qhrnD=3vYtnW>X7ne#vJ;HXr(`;TaXu>zKo4uE_&oN z^nyX7?a=8v%y?^Jrz~dpv-%v5yQ_diqv}@Yi?)+y^hP-l6Y8hN{23erd6vDOU%ZeP z#klI_KEk@g&&?DO2GALBwPP2Ro&E~%mtDCR+K0ke4iO>qU`dHg;9HEYB?X>-B{O#X z=_=xY%g;}{T(dmml93TU;~{jJw8jCC*sByrxBpT=GKG)7|BbDb`XtXZMr{M#w+-#P zAe$j*6?%Ex`qp!sMVLxO_(?b5Tn4qAJqi=Hp5$alA)3>GTj?wT*j9JF= zTP3mhRv6_r0b({ZH?SYHks7NcH*hgtoDbWOPevLLUGOM~(znmo{spf*!qt(Ka|PeSX9h2~W*v2!LD839Fc~VJIYoH|J^T0f zsvs$Ho6M0DZ#K+^#%Lk+M5TrnnC>4m9xFgyH6~!I&OAX_LO5&YKk(8jvFX#hcga7n z#7cbs733+#$N1&CJqwd|&3e=pB4iygo*$|x8Mzb3e9F{cN-2oxM%9@I5J^(LEKvRJ zu5TpW!z7d4zXj#@(W2?aMGxLc=>L&^(t|A%M_aCqd-*glJ-&WoyX@yGSlCe{#XgPy z6Vx?``;!;zO*Z+z%6G5iKt%pD7mS}STA)9ie+%>K%r8>z@FQhO>U}JXOD^hPxeZB~ zh8A{une2m|?r(#Bqx zc|3d@qN=x_kLf53nSlLf(#~@6^Yj{|)Rr~_!;^sXXp_YzSrj)xq>0uAsPQQn>x1ve z=IakihWXy{fb()IsD-u%_YkBw8@?CGXBWRUJW8h+V(K^dXNOl``oTMunrX$Ev+L>O zZ$8TG(vLI`Gnn4PJ0E=@#-EX$z2as&NZwzvAhPdoJ@eDG>cxK#NTnx*l7_~VuMv7c zi{CEun|ytDb6?!PKNjkf-&{q1LXvQQf!y>te_a3z=Vjh7iE4cwwR0DHUMg#sUB1}a z1Q!k&w~QJl493N1Vdbd9rd2Tw_cnIgdg&d!c@S|;5lM=4M|lq)PPL-))EVNnywUOM zm4G@kivue;$<%e7oLjeU<#gDg42m|ot>N2H8k1W|v-OkyR_#yArlGOr;+ZB(AAi6J z{Hd7Mo71cZG;WGF0q*#$UhLHu-2Xr~5WA09iVQo&hKSRTEF7kjL~V zw0e&>olC8!e?j}8VqaFxPF=z><&GP-c@GEXXwqUm_n8<|IS5wr^$c!H1}uLWjP=}` zxX10?*2oh79fZG#WX9@(eiDAt^{nS^6~G}-F#W6(v}kFf-Jf+>mwAX{{jriIbMfgAkEIzdmXl$`~gJ0k%3%akYPl>LE6YmxTSX&D*3FM=#h?wu(!QlDlg z@Ed`H<7?Ql;0oq=A~xhdpkx7m^(0n=f&gQ9nV|TEP{wN=19fy{YDc+$4Dg)tLq0$g z1XPy5iNPsF>=XFo<9tHJ|40kR%X}$eK}_;MlgM=pKCUW}I747Dyt^ewCs>J+x7X>x zPv{3~+f__W2>Y?y@olh75S%%zg?s<>s=pWii4!4+{OE;>RKd?lKOFNuLP=5E9J}*O zp9qYe!?6C)b^dmE)-97oPR22x{2{_jlc6%aS9dv&TV_qz@|s4;zmY9i9DQquAAg%8 zbwpfz`IBc$ks&1-9D=oQOUpGB%y58W1n1HwPgjHT8CTgNVNO;>LzGhBNLD)M@qt?R zQgVO{P%hJ_YH&&G?!&`DI~-@FF{?E!H;)cQb09~=O7>&Pv_F|*E7D5unu(1Ig}V8% z70&(UCI6gD4|E8~kA;>~4I)^eUP*0!eWFU^fTsTutGhx5oN(fK%5~}cTMl`_ERF}h z2(WqvSKq!5(VRsLJ`_}Vi6fIQ^t8IzLk#FHJw(N?Dn=#3c3XRPWV)=UEu1`3wTMl* zlATK?E%5dpgpUB>t}uf6(ZQ&*q4A~9c>~5WYVtT%Iy+1_bUVadIV`7cg^o!6Q!AZ> zuau5zgadb{vy#DSdD80Y>IpT8X6sNh1&e=e^rp-q%wlI1VR2Y}^y03CuV3wh-0B65 z#!l&~&QSN93MY;&Cp*pek$Q|qCN7S`S6J~W5S9&WRmojq?LHh_scPy^xEtGzsLX|F zWAD$afeTbrb_(*n>m#2&u@fyrAxjXl7jP^yr_nqS-tAbtm8JVAYfIM=tbMiHzB`*< zQ*U6xcj%l+mE{K5cO6nth@Fg;sr4xzw=@1ps_pB)dM!BMp^UYzk<9}7k2mE+1byPkWUCCqmvioz{D*r(R4$}~wrYmd3bAn0v8khb3 z&m{d(WoR{Kx|jB$WGF^;cF~c_oAeDi`EpKXiDK|}MpE3KSkxSQMfMbH{qJ{kB!~ic zlM<$7c{d0Ko0}B`4bnU-Cuhr*HRln-^;@3L9=_gOLj$tshU()FM8b@kIB$aO=gyr& z<0Q7x>~crCk-L0qjJxyi6AlGGlSF#dp$y2nc`KHX(u0JhnjxH+vjY$nFdL6+Zu*SJ zplolSOR(C~c>{wKpKF9gtTY_*8EnO%Kw-Q*jq?a0Os%~!*vq{!@dOd?ksGi2&w7?E zYFt!Zi^;pssTjZ&kFV4-5nFHZ8cV!dSWGVyOA(>OcSYv>+XL~!ChDgCM-CqzLqUhe z#>b?**^5GE0fQB78y#P{o1TjHP8Fxzzoaa_c-?gWI}BO!=BuqAul}_vB_7c$w0OP4 zk@I|5u&Lqd(>@O5wtMS!a6keh4Hx%t0z*eu$ltB=7H$H6uRAs=SV;0wUeT7%wlMWC z;39}4pOxyL@*mhcW8}_o@AEl?+~s{!706Fu&(#iIh$h`yKu7`&Na-h}GB2bKfOI{V z7U=MJ5dPmc(iVkqm4Mo^xpU56ACGcKF&J zx!%GsMl+>rTMqddmx9_s(um9~3-O4Rtug5XTIJ28%OSqoOit<)7yEfDY|=Ld4x!7@ z@~3hc(zz40HCB5-KJ4EcMR&*l5YC9wrLYuR$iLg=Tt^>i?Gu; zv>0j$Meq@ zF{zh0;>2hlXN#>0Q*uqf4l`jKKEm0J7}p=MD4QWvIunNeQ1G3~-NJ${-df%mw7H#g zB*uc@-CGKf@zblAPFQOe9qK&sL}|K)uZ80P9Hn>{JauF`S=-^c(nSm6O2$XJDMSsc zlJRZLBY9|xyWg}3s|bg982P`xZ4`Ay?gMZ_euHU$9X4gXA4bJwC!>GrN9w22JXZdO zE;w$8O3bE7Ej}>_zGmIJTn6X2T&!{ynG0GRCBGvM^_Dw~8S*q)CG?tkbP9J)!h%s) z(kRwz>{Ro$^0`HVnf|Zwzl#LdyF(BMm{#xo2#b=BbBiOs4L;93CvO#MeSC7|(NW!> z+G>iIrpWU_6yQ2AXC)JYoKm!?Km6`7S29KJt6U|Xrdv&2PJhNwF_$npUVTFOQm_8p zbo1`H2m)^XM9ixGM?vz5{@Li7nEPjqPz6Cc`T%xy-X}6!&nvwx*|~o^fti_^%vR+m zM>wI1c(y2;Ce+D&q+Ad?9AlI6P4j=8M@jWiw2iTcP)7VAlo53A4PE15$lt4LvZ4FD z)%EHg?YYQTH^jy<@>Kr)Tf_=P-wYGZ9Jz1%ZGci>?LihX1G zWkb{vFP$7;ABxg$&V9A7$Q5ewsC)>5ZJq>3@bOKfzV}~OYQ+vN+r~@EvO^;=i)7#f zig09>9g9((ov?E#E~zEARw~*nKbF5GDLF=iVUg;Yyepk*IHKS@913CU8*`xHFG>jh zyK_t?wcBslC}G|sEz21J-seD=%VOT8=d4#LIByz@^;S23{TNqSbl|HU#q5s9#|cXn zO`($w{cq6EX%k;uxo+YsM}KPo-mr##H75R(!aB;b%@*I3EN7ND$QBe1ij7rX=qgeN zk0$P?fa(cwZE}Ciz$FlKD@6j8|LE^pHm^%#7ZuMiidbeOlsHj4#TX9c{~8`%Ipv^! zUEtPQ-MHa)-`Fc=N>1c~0}h;7IQ#<1abxhT7tsg5@M4Y)_`8kf%ZsoyAz}#xLI-I# z_a{V4l~kCi1(0i8fL^GnbwKK$erD5ElnNP1 z<`>!P_C1lD)%g+S)9}G>AHN6*A7@!kVeVoGRFn8bMN6~`0RW@07b|1!ZSB0r?B0uJ zmFH=b4jvagt|muiUvVI=@`(leQ!dq}-vE>+r1Sy(uM8NC(VWiYGw7<{LoeolKVi6(d59egg~l$XE`OC5d=qvRsF5zS4Y^kV@wI-Xp=;)Z&7ny za#2^vbK#&{U=;$U$vnz(`odBr7gPQ_A?BXu=Gm2f($&rBg_uJ6ZMJ37MmN?bEi0<<{8C`}_7e6jD%$PDTJ{;^lvbnP&7 z@aY2xVNu?^`C@doZgcF~bSl2aJt7T-A2GQqn)y*QaLM1DvFCPVAcZ3ww zsSDBVja7QWp>-r2T3+2Ob)zxv??BvqOfJmW4Q!%d9@wv>r}A)cSN!E?BGd+H)jo3e zNrY!C!d=Y!`}c35hxTNmDvLCdHG?EYr8Zll^i@!kDu!c8ZUJ|n?IBQwQd?;|d zbM?7o7Xwi*u+8iC2M$P-TK%%MaHCj}(D8kLHNEL7@FB)9GyjC-WX)z`_Chb0zRP#Q zE(TSpmf`Ux{q28xNAd@Diw1A|xRT&pLE^`F7DR)L8iUM?p|MU#?w4Deedqa_T$GU# zi@Z#Hf1y1$ZJ3rIc#;aFqPxENh&j-~A^$^<$>ZrLbvgF}7DqMzaFjuP>V20JStZ(y z#u7Ev?waCC;hKO^p>Fl#aU(&?ahP*QgEtV7TWO4Ba zpvs|{OJ8tzu3IcFdRt_~DCUoTw8jPJbT9G2!m-NoCUiF=%p%XCdz5%6eWp(hVUM$j zx<;0PN1sRPqW(t~Uh(Q?K=A_XukN$GNm&FMDC1!d57gS7T>X|9Wypu5MLFkOdS8;< z3DF8S|7*kb;=bjG%%#m`d&O#)b#xWq`*I!;ab`bZ!Fd&1*9V_IU_8cJ$N@5+odY{0 zd>f7tp0a!BT=7AN<%ACkp9wM7^}4`a#9W5?MMs&h9lj=(Bpb2t(!uvwH$K4GAEOTiz*IdI${-2E!yKuRV z;o$A2e~UcGk`0ic3!Z!N{CQu$D8>fd1~ZGG0K_YuKK%~!oE&dWqCQe<;N7 znIR=no=bRP^mN;QPd|NwiV0h1dwoR~mNb-emwLLgpu&3`v?clXVb>Gsun(r>{J%^Y z#t&dZeIeu~y}^~$Z*89ptMeKl&&S4t$t!fUdu%dZUb0Lip7U7qCJoX;FecUNvpKBs zZ$$o?wvnK6h4(YR{{SnkP1fu4{N&Mr^1074E2d)F4*BhGz&u~Fsj25q)THK^e1Gye z*qL2o`|8K`Dg}D7t_*?nti&gg+NdNlIj(VIw z^9!6Ue%ez^@MS3!Zik-bb*50sfLQ+Fg$O1r>|o9eS8uvy=8>F~lod&3Uuw)Qd0x#w z{+L1yX=yCMOleB$(Hwz#{6Ja0D)SlB%sMBTlPXaRc-?dB1&vN$1E>oBIyPCIS89=S z?N|FXKBoSBga!9+UlX{! zY{^m>^fXl$H8lhCz0@jv^CiKi8h1=DTU_~ZeT#3jQ5dX7d)HQ0SJOCDti&jyC5O;rCZQ*Zzf4N00%@Xe+^nn`?q8`W)4@8_ z#=J#)YvsSY%WeJw56TwGP3Lb|%(DtAt$cJU;p_H?k(P;7%&r zsd5pc!kEjwuYpCrdJEh}Xn^<4T?{izO+My<(wD0(<9$O_;*}7b`;Cq`LQ>B78C0a9 zeV8wvVsQKuh3z*g+p+ie6*jvMl^?Fq|H`Ip@EwYk?cEsD+{(Cae&ieOh(o$?d?WM~ zNF~18OT?(m&Q$flK*6;;84^^+EH`;v&my&q`J90g=R&UEjOj*VF>nlniE1^rOM7|B zq8x4-0T4g(h^gF`nO6Pu6&SVbnt-_dRaf;%XxG8YT3*hag_*eTKaMQBjl99IdWJS0 zBU;H4^^!92?($sp0sV)dL2x~4!nEK?^sh}-1;%__%`Rl8fOsX`^7+=qVEQgXf^+c0 zIyGn-j-FPPubB8Ro;mur6kMncQ^ zQcm3@oJOe@fU!DvK6uz_~= z^8?Jh_i{0K&MNM$?GOarRq)sE%uC+YAEH)Mi5cgw%O^9u{7 z&O|p0y*UHnmZp>b)3rt_N2!mG0hxj~(VMp}z3YIiBYUlb7Be9lQSdx}tzMljduha$ z{^p@?B!xWG{BZYdX=!2T3xvcvCOBtNL;is*Kfl(64{gZJf`x;mr$)=o7JJ2Y({$tZ|K#4(pTp}zlj2S)O zOLpZtzGB`l{U}SQ_Us`vjWmnDZHO)KQ=ju&fWpD>j$Va2(h1{>)!boApoTFb*k*K1GCH zySg(#kD-hJ+G~+7!OHsb$BqSq?g9!6q+a*+m%_`EKIzF|$rY{Vw?DteqvJ`*g^}9j z|B$$SbW^#GQufzOAF z=2)Rx(JE)2Qr>)z^Uq!5a^DmS#E8Bf+)rG0ojaCb$0qa7ojp!!k?4p@RYAg}*k8>U zADL_diGN9HBPIn!^VhSNszAM984UOKGL~Lbw~Ty-ZRK&9FM15#M70n?`7(moK@^5K=@X8&Ku}}P*JMo^?Nz}ko_eV zmldR^=ue$hBDT-0b5=n|^757EP&rsv%`C>&&2gjH;(Nf~OGCXRxzk6MsNPu&ML7na zRG9ek4EzEbrjM1&;CC z3U#7w8Qoi1Y@xCgH*zWIS&BxlUn@0=)GmJ={fyXLFo*=l?HKA2WSV|p%wo?riJpxD zsb09)_iq!rF?%LTJGdo(IiRw3^R^SJ%{su5>+|pFjt#$iCk8jcO*w9%P`MhHK5lck znZ|?E&~7Sa!Oc2tLmKCdnE*~wBx{5p#-J)_+DvlX;3q8QJa?3$6$b_5ZCOdl{Q19e}?-&<= zougqI^*t(1PEb(LVw}?lj39y$J?d@xjTf8(ZkA8Bfz}odYQDv9hkJ^e@|nT4QrEBL z3!{&Xe?K@pSvW{l!!amEcSh&f^fF3~fXCA7L?^N@YbmiE78Ru(IggZzh;rc_G=1>l(Ebq%9wdb$UGAfA<7gIQDjImhmg544~Y^oR5C=S zGS3>#5t&6v$-D38Jn!%P{($#g>#X&hb8R zCnQ-AW*OWSvY4KpM#@weR>OyO<^T1m{TK)J8gl&nesBtf=*!~NW0v*6&=D7>!b&ht zA)%okKB@n&Kk*52A$x-1C0`%82wspI!6d~-OPf>mZ2!MM<^RgC{$KwSldI6I11I7p z>lz9B_rDSqyow750y)c9ejg&Q=3{1i|15%vQzuMB_cXo_t*opBnF*9L@IQa*8ziPP z=(PQK-XO+Nm7R{C?A-hk2=L8I@YiDW<50W&F5(drJJskS8a25JjDz?xvxl$?VkB!f ze*1#U<*M_z5U>;4?~CUz3V|jf#QGqeapZ1ok?lPR6{JX@Y`AnF(|UwT=Bs#=Iz*`n zcoE2juDl2+40ZEB=0(NmkDvOsb0Jk*76HY;eDL69u`3=PYgpA_y){qZ0=jb*pig7- z*FV7<%9~TxIOAlUAtib)w0PHges3G|S~|)q!EOg&)2|k3X=%J72x=qD+VNU?{$g;y z8~7Zc4EzjJ2s$3+IadC>8g0;HcJF$;=NMs^hXdcOu3#^OZDr-7%QIO z3q+|Rlo0L4Ik+WO6dqxl!g7Vk=FHMV1r8mCiLq5bp090xM?Z9T zAp%NW#T3#`HK|$>6iR;}FXQlsP>^}M1WKCDPQ4*d1@Gna+N^qifN;9gjs=r(@$*yU zhtI)qM2M_HC4m7X$FI#ZVy0)!xsbd3r`xVccZtLheSD3A+)xPw^sTiXlt0K6hWUq( z_7EA66PK81Cu}6N;}yw=G=z;^|6~({vx4F1S;mJAC*(Z8CC>Bm3v7zb&d=*6u{S<& zQbqi3`T-7YklaY6aJO89_=h3UJO z%exiIU#M+QLb--D7A6mE;(s+$t>Oc-U%4O0ux%m(1`|H0v$64UbW>1Ls`%G;qtTH| zroZ*y{{7`pV%}M|VYCq-N+7s#Vpyd22C?NUhShyacwEq;LOBAxOl)i{#ylWKZm_j= zch~92CWm>-q(ccZ`UiUmc?eIG*B!+aJY*TJ5j2pP|NV!MYlr5O5r_6xw#qHlKfs!t z27~7qhJDaazRQ-=9T2lrDjs!>5MWA5$hde+gNp}`UD+Mw?;m_eWn@tIq$3Z!GNxChBFj*>YDe;c`Zm1w+yaiC(1i-WEyUhA@5 zGm4A}>Xc(n8+gk!GmDEySt6al&uhhzJp1A&uqUhd=>03Yy1HvWe`Y^ z!BD5q9Ol0W30I1C`o0?jP6a#)wq8BnQ(fuR0AkpVnS2FSwX!~4G2#|a!PF^xA=(@) zc70m;kEPK&S0atDu~nia|KcE_(|rAIIS7H7A%-uEYm4j+C9MHzITF>+B<%Bf^5cHJ3U_@U}H6xI;SA}Hwo zfLN^cse6d7q%2Fa5<$tvm19tN-AKaWb9deV6fuoemSP}`5f*HjrN;}-EL$OLvBZ}? z<0{?^R)rUCO=GDJ>bJHcjB026gtrhb)_H=B-@@?+IG9H*N{1AXCvsp3DkiD=qogw^U zTng%`_Kr`vibTkYQmWLM8b?P@z|@K2v4DhE1B}*a8XbzI(U(^p3f9ph>x)3LHNxKz zwHqRM0Sd!CdQ9TQ)u`elR6ajzs`-A8K;HUKkpY3}uzeb_=HlWqa5fxX$G%OC+TK{f zxTUo}uy|qbi0MX7f|~a^Gjxd0+lw& zb>no(_U$oYun}gY01{Kw0Q`rBgoW|bLDS2^#t`i9^6!y;9($bJY4CB<#h?ngveg@T zp0O+|X|qnebv%)VTsFiG_~4j&NGLhZpWgTSO>oCNu2}w5yAUX8{g9Dw{Dshk|5CoP zxIs8_UGu-?pnQPPr{P51)(;k;S;as?yiWL?>c0>+8z+brSNE>vk~7NQwH{&WcsGp6 zl?|82Po83)?aAIL--^>c)hF`a)WYPXtxi8JnFn#R*na-w0PF~6!< z2=9pAr#^tVOlA2MA+i$#4H9YWx&ST+;dA$clDQNy3b+%|qbLM;ZFu7W!;>w^wXz-S zpDm+jsW0B^Kl}dudjM}_Lp{ZRN%IRfJbB1(Lx{DF70|5`@As+aade>|(&;!xs+%Sg zr|*8{O3ppnVO0eFfc>W~Lbnc4CCe0! z`Ih_c5Zo8HG+ZvZoIS7dbT?bS?k+mzCC)@5vK`rE{VLxz#3dP(#YvQ@ga$}-qi2bC z99AT+z1y=R`{zjNYsRDZrk853vrkiKRSUFM&owL5;fk7Zl<2z{(fbRP}?GpZ}iqB$X*RaNWi4Bh#U&Df5xjA!gL*Ngk z;fIoQC$xUjMni)_-Pv=((iw=+aMRkG&w?XL5nvr_gzRfi{(b?aJ3wXQHBc z^|9=L(H$Re0=|25jb-OrDT=czwzKLa|NN3d#`TP?b6fIaccst_Ga?2V4CVWSpPtg`^JwA~#9bUNdUK9Oc9_F87&V)UtRbaFG&AXugU|%d&#LU6 z_qoTqb3B-38W%6XMngGcx~z=M8FB0LU^r%C_>Bu!j9PyAGbmPg;s4=axL7Q^HPKA@k)m~y`Fi!e;vPe;l=v>rvq zBArW5Zncw((ix1;I%^fPH;CFaJ~~okO=kg#$oF$-Q(lH`ocl{t1oZ6TLBbHZvQ2Jc zXoVJ&VUR+&6o zt(EB2BHRkb#hRa#^^g=|JHLA^M2zB!|fSf&Jk zvu4wMG<|cImvQ!Bo!Cgs@XUX6HP-jpLl|GaZbILd`Vp?c$9lC^BHE4#fBNq{g&ncD zA;Uym^^dSNFtlx_H?Fqj%Zue4$G^X}#^e0@5CI9^k0V#QNh#=KS#Do>tLu3>tcu7_ z4Ktq&XBHN=5KH$`wAOEDB*RXWiM+MjwVys`+X~LIwpx`we&|ilY`N1O*X;xozZd26 zxH;F*2YJo%lAc~z96Wtr8$Z{qbH4Ox z`ol=StxZXn(0va+b$|GAP1H1d=aOH)1IhIi7w$}QvSqsys6?}+{CGL)v#zQp=DZ&$ zv)6GaRsHAb&K!D+eM2~70=w?Pcm?zz&^Bcze71*b0g|5CC$OGb5B^U-#?WWrNb?(s;m41)eD>Wg$|JYI*)f9FcQDc&^Xf+yNFCn zKBo3{K~>STJsFfR$GrG_W=8c_mVIFMQ4aNh!n-2Sah!H^oPlP5IJc8E$Ha6M%RX}R+Pw;HSObwoAhxqwjN)}k zZ3ZefeCIA<-xu_hV&985>=Y;pg*hm<4)GC|#jgzgVL(&q+%U*mxd04zH**ZQ5+i0n z<*4NgcN05etqNdusf_YTlyAM^1i#{V8b$7((R?T#b6Akl_x3~Q)52=#c;05gsWe(h z-O97vLnAOp{ER0{4|NuzMc$Luno-g-_&w(Dxd^^XLuUfe?vZ2*F0bR9l3QTh|E}E|1nxKKEhDk z^3zS=!__np45=OM=dlTVG3fBX$ctswbaR;F^idD#yxVsVdAyk3s^_)?rMRz3diku$ zozj5^;55)xI3+A-^FPnzD3yUuEj`e3SWksliC|_dRCV`g)?tPweD|nu-^t27b>NhL0`a*vyGl_kthkFW3%Q3!b-7 zGN;G+hCP#XWKh!*aEQqk7yDAOR;~2-?2POB`|G$rC9UfGqu-{v?rXY#Z2^TB$>38c zkJk_DvAGOn^xio>N64P;Gphe6>oIZl&IQ_d@F^c59Glxgm_4FpLT!{5B~{;(z7$0k zZaF~Q0@e+?>-xno`jRPbV=}HBtUk z%StNPr=7ea_f0EhPcGe7mBp8SbOlT0noaEN>`-&enC!t6;Jq48t}t957CKd-q&Fug z{N~#t3YAmd2H>c0>5d>1s*)ctqZ;g)%lc?;z%#S4c0?%EhVa}zeOrXa6U+n5 zL`x_fhAv?ouwpbJ7~Z$=jJJ8m|}~@i{6e)YXaqggHrFRoh-!0UlDwwUbnd4sh&VZ311#4 zph*%?2oms+W{vwJUzB}R1hT5f+NG|QRIG*7*|LW3!KC1UoYDb{nnqTJ--CDTw~7XBL<`nvGtf``9 z*-AE2vE>U3HWkXZMt`ZZD1Ok8?7u?c*j0If9cn0e2hs%T3u!F`78Q)y%GU2GcW*6U82v-`4Zg9@T~O!n-u*o zBiSj;BY3s~7|qjORb|qhV0|ga$P1qAM1_qD=+}UWPlP}<@R|n9Pn*yD4v6}NdJG{y zM4-FVzJPL!cVZ@`^ZMo*-)4|p;A2})X&c%|R<{_O7Pmr-)1K_c*e}g@Z$?MY(Id4b zgY0{*4+_xz8rh-?@kw_tB|2Drj{>>P{b-1$|DPKKTh+6P|JWFqp~#|%=>2l>vnnWM zL->1-xqdE?&uyXdl(zE(03l=>cCkcwcQ-bwY!u=p8BI!los0O>XOs3E&u*fCLhrxN zZiTVT&;jR`b#MyRv!<I$ONzFVl7!A)KlFZ#Q>Xv*W2a5<5t45V zZIrzb8f)aD%NGO5hW(NUlR68^g5r$L9cP|jy6=~8rp7{E;VKBnE9rxH7y#ChMe5BZ zjLT0pWOX^nP`h5qSS&_nJ-g50Y4=Zx+#gACm1i};E`xFL1gimfSZK=$wNVsLI$uq! zozKhc4`C>)HIrAiBd=6`hV@UIf4FG$9MhFx(I?eRb6LOpsj|A-c!$~&jhTMo>}lOBd7`TZ$I&NW@BQye^`%MOS0>Af&8S2F5s%a z!U1mH{@uO@Wo1%A3i_V&|*X*I0f2AY~5RZBi%Y90U0i;UlP zi0&8FWSEAx9yVClJBk9(>qp+_s~F+=_(Xv(_ZFE9X=@pU3eXUWrrq~pD%=42P^rhk zs&a!oJJ!_ zrZ440e-ytsc5sH7P{tL1S{-HGk;ro#YtqN=OIJFJjU2)=-y5T#{B=|!V)vb3XewLV z-48z0PdDG%_7KE*8WSL&(be?jsXe&<3KQHHBw zGdDSkGz(%*^%I$YbpD9XcNMu+Ru}=w~X(TQ`J&Z6R0N^K=sO!b_UA zTO3aavpXPOhw z>eP_Mu#+m(NB6z}haB<-sNJ}P`n8CZ;%Aoq`@>%KAjPpXion%!tTl{?qUQrx66tDD zYNPf!^4sHOZie0ZgrOPnKzOZJCV%axaO=I|cTs6VIfl{q}G@vH`YiJE#k1#!e+npl(d+()IF>b}u zc;UwPq!a_LZpx7z-QD}7Z+d%IM$dM5`{o>vJ=*B9dn?9*d6Uv+8DhMOr#obK=;=zm zBW)_>*aHSeFG013$~yRFucYb^O~=!1b=nyu>CNr!l!JiSgKOEnB{b~yM78_k$hbv< z_OB_ed8`cWsBih)9q4?UBl)n6PO^01%&ZJwMW#0O=e9a}j)&kZv@UGxtD7seZK zT^!``Sr9% zFDckO3D*YlRKS+sR+&^HqC!P~m4wWjdaRpxCs|V+&2$h7sECXrtW1LFc$2dD6tFG3 zoc9>@^_Cmn7$pHNoaV4uJ8KssA#E9u&I)B6HiOF%Vs%G%^aP;IEU|d8h%R~Q2?;KX z0rfy>yJmbXv{TBUX6~HT*+X|k@t1N5VZsi2GpnI8y=Fc3Uov0V?8}%(e5aCw+_m|8 zT?`~PJ8v9NKa;~grKa6z8H|zy%b*&< zx(Z)YY+-<{$(mfRxuNJ+FLlgsJBt7NC;yB=A#0O0;M8P6ChvgmBzgnVu-sGw;xV7L%z2e;o>WN9g z&)dz-4g7E&MqYwZl>I|}7;{h=kv@TOtmYW5g*G^D(Pq!v_ekEL9fd2NdH;UGq)LJe zD90_a|-=Ts)EW+X1LsD0%iw1&f*gyHub{#UJaYLoex2nt z$1qN$5v7UQYhwj!k-F-8Xvrr*=E;Fd5<2Agr3@_2fwZCXI;R}UZ&;!GvrS#4q(5k?+YACffRwub8RY0bT)bTdP71#aw<7ba3V;DTspEbdPpN*-%*;SR%w>*% zniDx?d2@&4K^NEaY zG`!i~`85(;>JkjZ0UwE0f8nHiIHxht3s)&_0HxDNOeKm9TZaH{*2{?el6!FgTlG1_xjQM zCPW=E4m>gYPDmFlzd-eJ1!Wfo@pY|(&ov}84GAJYZmoDl8XUgpSc8qFtgS!0=3GI1 z*gw%bI6|OgG+)$x?*zfOLXd<Q-&T@W2BSM<7c2)fbGu>B099La07R6v{R^{w);+%#3 zPS8)k$_et#E*Whc<2*&~)2MwZZRVF={np>oYa{KE79JYb{d@|x>Tdxk^u1t> z3$c*ufWBuN{oF=D>}cwY>6j^Ah*%|WB|)~>e99{rtGSod38S7QSyrkJAqp_16ZMN2 z04K+hA)-5>{inVuN%~v=JsB`62jhyK6+zni z+C*B*jo$X<5qFJj%G*8$Q_LNHAM>(nNovcL?n-Pagm; z+mh-dy7v_Gci(hgNVmd;^Y$>#gCRcxC>pP}`M?b*ltNOpc7t?nkX&qc;c`4sAYc&V)sRH%?|!5!6NtbMe41bvB-}o#4SM(>C~R!C3?- z7`X~Km1|x4Zg|!D3&Fhekx2h!Mj(~@laFLHPxABgrw@lk?84>5h3pwHAo`}yw)_SLEQ2x~SL<$8*K$ zJ+#-J*IGuIggXaiMo_@9O#cI0>LCZXF2)&MuTw)1s-lRJw?n{rT0UfC!;<0T#?dG=AY67btwID9sz_a3;8AD5tT z!&hx&7_%0&spzi{vmK%&OhtG!QiZ#=Y5PlY;IxK|L|;q3TiCB2WL!YU^b)b9bBp^Z zeazWCDSWjvNx{>OO@v`SH>=@MHcR<8xBBdKQ%js&KMcT z^BQt>QaDxe(NEx3Pw)NDQvC1FA$S;P96)JfZdVjzYeeQclp5;400JhShXz5Op}n-a zmve%_Ne!6K&g-1qqg#8JPGNj_Q!ADlBBb7-T61|{=qb&<-`d)mni=;io-kWTaE&$k zd++fO!HQ#~NG;SpzgFe($cHQ454Bl89S-`V2vQw5LUQ5<8avM%du@=;e^ ze~`KM*4?~0uYl-#ob#&>^jjn=&v;>rrbeyw7}kx(#Kd3{jt@Q>(JE)K5)dY#2U(rG z@pX_q1rESyPr<7{___|(7vh^iU}GRp+rnqZQbjPSJUO2hmF)_8g9K|nReR=%ZDywF zA!*f51%xT8kKRyAT^t~PWgb$Jl28dQFz?v9#hrxgO9j9(Oc+Li``sT&XpFZL%+OiI z3U}yiz4xiz@e?B%l&2?_iO_h7@VV=&Syo&PFz6(G^1z(yU3cVrGn*r`<=o@DXSb2b zJ9A4hWODO4XIf)6KKK#)2LXlV9V;G?Be5rO#jR;{(iw}~AUQVu{EOqS=b}LGut)u$P9bPM4on_BvO6tq4?uBfEbV zFcT-ah7XFsfkH~rs7CkF#lLtkYNLiV&%y4qcCP*TR#<{iB18{XpnQPNgwfI#7v&Wl zb4tahNC*H4gnM@Yr=>P)FNgfRgsDD(yO=0C?on0sjkm)3%q^lC z?H_{D{e6K^-J(CVCJkYLjNlz#o_`%Q^VhwypY(EW?1u?mTMO; z3{t-^1GA;}<5G&Rpqbfm_IwpWmgcwryexw!QWI!GnsH7zhz00-sP80K`JZ#-Rs)Lr zFXFp68)*b@to3RDfL_V0-b4Y6qi~hxUU;lpDq=kBTr@&*zYM~{#zg_yfZBJBi|>ky zUfwnLI&ou@UISrt2iXi~T+ilUV=rMiTbY=4vZVZ!4(({|^%syB3?z~5VT6j^%r|KT z<`A7^dr6oSjYFvu{e#f|vKZ#?8{Y6#fI$#qFr`(aUw9I;J^F28Z$z$~eNyeTS5g#7 zForSu8kQENS>4zxJ@3#d^TZ-HBtJo9P06FVUjOoSCNMMQPTwPUG+z3Wyu2% z_9_(hn{5fw+CSg5_ATAXOL>v~Pe2XpLP%YX;UWlm9u_%k1_ubtv_oqKm+XKVZ%npO zojrA`4Lv&-jOwvGV(TiL>tf6Jb_At5`S=A3uiLYXSWsn#`G5VUy(f=BfUqmoG1&)T(st+Ez?Uh9>Ev1x^LEmuIe>y*lXRef}dw#FziP zCF-M=a&Ci%N>EgBJ?~1D?q;HT8u;uWk3aQqf$pl`J8hsmAP?YSA|FSg#_(=o^B|;@ zcSkbWgT_p1{wUGAxV*t0h||NMfG<-s<;H)J^;Ph*OsbBhFZIVM2l}&RcDr4eF#yG; zAIF#hK|k-qS#*IMiBp0UE1$Cu?0~-Z^ovN37k2mWlz2}VEk1%$-|-x2m^nAr#^H-6DU3N!>^5ibefREwiUuA`4ZeW&>K<0N?G2Wi&kNs_?YFIm5aMaz~v zBAq@$MM8aUv#GES7w_9qvidQ=5kq6ghF1K6Hz5h4rFSEqi|$T9Fdz1qgrJ~q;`^at z6zUa{yu5GKpKW@20q;&-=zk!8mcH9yZSN7udgdXZY!$&0Ib3Gse+cEn z-I6N(T8x$lfIVsV`|n~Ib&FF{i}Fx5l<&1Cnm(DpZtjo-g@k{LuKj}kY^&>xsv z#G9kc=eD{?g?YZ(5+|Y}*T#UI;_o6FF0SoAdXh_t3Of`7=1$PO`Q{q;^K`tuARO8H z2sg#jpXo*)mLe5ph7l(hHF+Qghw<`z-2cB%lA3%3vX24q@m7u&UhsL7aP75h`OzdG zFUl`>+Rg2$`QGsRha>qoqd3tdQN3%p)g|H@sQloy@rLP&le%9{pK)BJrBfjW5D)tk zdNmOg<1LTeaE(#?Cg|06#p(|)6o{9tiC%ve5Xc;Ja1+G@l=ze2%ReZ=V?CD;(x7h$V@}{r=&zYsaq` z%^V&Yi9Nt~O0~@HFTHJsEez){3@hrs!MBn>%^fX=%CoHYQJe<7qjo>+LNQ zI`enQ2#p1r*nQBNxXJ_TAtzWJfuXLKR-R2^BJC-Ql>TApUcN6c*AKz=5ZM6Whx_Y& z%bqpdlDPRiv7(`Id;;IX4*gZ3i#imp?&Rw#kwF$+HEoqdSd8$`M!4#q3q&-QlUs}p z_3bo*HuUH!x23X|(X`7kWiMx05@(sSUbiKpyx;cq3<1CRuMe7DVQD+SX?7vkNDGCS zQ=po&%%|3-7RlMmED1dXg$U#!zU10zbFSlB)EqBQE`HcYPGXx#zvFejMFbRkm7PRA z3_?=5I_<>G5g#gp^S?DBPR`VtXpBukBsA`FlaSlfrWH9~ht;G=bLh zxibbQuU(B^1fm=%wY@cc{5vG<;R*$sT(95raB&4)aq&bEF+5`4fxvH@6V7uz5#91B zD(UVQD+b@adq?^M3}3<%v`ltgrHU=b5Fyoe?=Dbz1T_hIcWRteKYpyOHBGjDpyHVS z%e%6#+SKYQYTm_@I29g9-U+Br;6b#kNWd)*_r@;}@*v@Ieg1>d)xz-l*C;0k$N*lD zHW4dm&gh=58P0D~@BU_*971X?N(P`QnaYy@>wxcUkHkYf1))2)ux~03cV|sW?=ct`i0! zBO-@FLFsC*+yCs*EVLC0?R;{rEJBfSKD=!(Wt?;MZ6Ry5=tW>Jp7sL^Xo>Sn;fOp* z!oG5e#@gXK6mGOOht#9O=brNh3WwG;3wixowRe_6uPken?RAE4;oDwN-C76UH@1AD zz#o@-NA&4)?e)9!y}K;?iR4dcD=WHBNm>st{7n=v)%U&0`Y;Hh2fpI`k3zWgUBGx| zO`C*dRTS)^9zLrNAmv!dm0qdrHEG6iGuY1DD_4H4j0-p1_OI@n$YKd9IJKn?uXnBl zmpteuJomWE@wd_o^fJoh{!?+E!iKZK#dP4RT=NwcC^5>P+ai{zbs7YEP7i6-b!@wf zb=Ksi1Ij4nAVNc*ZBWWasRAgtUdZvn_O-kO(W<*Iak)~+<+7L&-!ZM)2D7HmgL_cI zyl#O}5*=#aTOTdM)%Lq}7n-u$JqbL+i@*lM9Mx~3q~rYqPSR(0XJ}(;FKAw)ny*cn zj!zj637MoDe2tCr`B|nJU&OWqMn>j&L*3ua+w&-Hr-I04{ut8k@GX{`bN!hQR%|1X z;O6TLh`)2X`0R(IqEiO>`fMyEUPQiyo{4wH zC7iFY)%NY%7x&k2!>Y4K|4S~|gK{Xu!KR`o9e%vhb-mK{o8-vINaWAF7#E`KZBSMJ zp((E2RL2x9Gj(xu@eSZ&Yie5B38W$gcBy^N+b}Lte08{lt2wHH+XT_Qy%2xBf4^4&a~=w~(dJ4Km&rQlbgs0F)AlY9JN%wUt!mEH z&Z3BlHH6&b%8f!B!SBQ?DscCFU9~?%@~Z}!)r`Tn}!oqr8T%PhY!k?bL<&kln^JGa3zSmcT56IRljl(O_qC+ z$jS%E_&g8M7sHn#r+n4ob3n|swqtnu;h{NB!%@s2`n9DiF!ku&E1H8nlBNfZ=J!%x zy~rHCTR5`UUE*n`%`9j~+}zB8UdG1sE_tHgc@2-8&XVB2hX!LbkS>Opgekh6zqjfzeDDYhm2D}0cS_%rf?`W zsd5Y#TOMzX|EgL+-PLB!uC^5(HHAa<>4o5(anUwTwt)iaQN6Vt&!Vl#KY#bg#Ec5X z+N3aD&82;+hS>5fVi<${;-M1oLC&G|juo&Ry%r@fXw2R{u^UC^bkAVdcLmV3U=!#% zWsiaJpJNGAe6hS;?lrO^Z@GPNo7=cKoQab^+>Czf<8_`U$EJ&qk}l3OC^tt%_9Uwo zk>v zwkSpPQx@mubcD5~=8k`25Sh^Mk$yXo`p&7J(fK^!%e8CQP-iJu$I8}k45H|aeu5x? zd*=$VvAl;J?TtgvC-inNetf2Ln5;xlLZag4_FsOe|NK$sy}0PPc5M4zvhst!l) zrxy?y^R0`ZZ~W^IMIlMxJdH*uF`ep-TJ2hK3xdIFpa2eHk|K2doy1iFTAtap z(ysko{t<`NwKak@alb@}jhu3moiO=@UR`t~PX5SL6b>Mgl9TfTX}?Lo;|Noc6Xf9q zgE_JAbTsf-6kmWe48>4Eqel#9kR*MEnbT8Kk0J4a4KO!7-bSZRVIZsimM44?4+N?) zf#FV0)3}Y}I=n=X40IZl2&b#8ms!f5UXpbSxj$UGTnul*0?FAWl_Z zwyj9YNIjK8VTvSck`BrUPCs?FFq$*4%L&G`)Iz=y%r8`P=nMmMP4GLrIGNu4SOnQW zib)wy$rd-H)z4R4`f#e+hNw1vz5$)M!U2oGh?1a!V_yz7*zw){lWJ~tgp2`3BsE{R z($aXD&lLMVRYsGno7T@9oMNjFm%dz}XZwWM``(7qiVkw-DzFvsSH-n56oqXra-EH_ zoGJ!4$AS?^iQYTC;WDC zI8m;l`0mbiC!ZFa(1fvjdF+D0c6fca>G_n|k2BMF7(BY;tba zJIAOr%Qda1B+SEFDd2R|*vdZ~an1N_bU`%8hr#?(ryo4 z7*Vs*84MSkZeDs{iu434si?gPTpxwmiT6#6jRkBRRjDmdO-{0i&bUmr#eAbwgVTUL z&|&CgOW>r^RqrN~E7~AAsCI^G^pySiFra=|;Gx#d;j#^}`(9y?IpluG$;eVaR;U!L z)~=S6;6DLv+My_-9NPg=v)v$8RdzQxa2yZYj!g}G%=?|t2SDIV@HMoLoKQ=tQmv&^ zWe{RWI#xQCNIX1ZuC2|hmfcNEq~C1IXPc6uuY8JrCrEN*6)Oopo#;Y;U7?ch1ZLwg zw37@6brN}dam5J>3rkQZ`TjkvtQSoD9cXp)%f)OqW} zCo`Uu^Eyk34Lt#LaASuD6Ai!bkl}1$FwguOu_lzB=!c=a9zcTwZ?N^p0kJy2AN+pM zLco?8;u(8u8HBYx%Yjt$z@Ph#YJ9?cUhJl%1bvp-vUTR)8B}4S;b7;zynaGQz9}vw z)Hyil32jI6;Qxva86iGpWaPw`6CAu#kJPNj+Z}Z1afstv@Unm27M#u=#+!@S@P??=GqP`>~H%bmXV;oC0hUAcV zK!pcv(}$SumpHt@ewvvJcS1(VR$PWx)bM3q=oj!Lq4Tw+g5$w{2R`yv?g)tHjg5`@ z+GqPwEAbCLhRX3mwPYhX#DLji$!Hvynctuy^sWa|(M8Ym{B={%#+tEZni1_$^F`3$ z_D#<)G6{tTWKS7|h0dUq3hr@V&88< zHe_@>#0X(D1XC$kI)bS9=T#*-^oB*h9}+PS;KBGAjRPpvpP>wwAXyV$`-+a7P*Hjs zHVdVLKi=%aN>aHIG#Rq}92^{+WUIX0=YWImO$?dWcN;^E7E{fnLwquc|0dK*IXO9F zj~Z?ukl-84(yG;r3Vs^^^)RSj!>=Z&T@cO#6#{1;hEAP#T9;f#NI}9!w+g|c_U)%n zLaiAsI1e9g>FV0s*%TfjfwFpQEO;Mg0@JdxMqNQ52#zo7%a=imui+GF3qg)sA0#>e zX4e)!Gp(XUG&5Lu0MV$o_y2M4-~g9ops9!6(Ty872m;;b2w1U6rg{iZ;pb9Y4aYvL z3RK?Do!@o!_QrXra2G#e7z5P)as*(TK<|JX#iD+l33a|wrlUXM@pG7Kg9Pq5gA5%O zc6QAElG(NE7N95NJ884C#4KFg+}xnw!XG+x+$#l4#3;Y#_#bam@<#hizGahj*5B{p z3C&}_6&HAps+VUg3rd{_O(+Zy+j1Zx({DB6S+p-c!OWQZo(A1;Gp4^Xd2Qn{J>2{2 zSw99z5T180HkNT6PA&WWRmv9+K${b9Z&~NhCa(z%MQ2VfF*+u!>6MPXgq~`iWLXWK z?A)%5{M1wyNjjCuMeqrekHOpP?5ZT>IZjLjtzpM#hmMm=qDzCmSXt$H$oD;d!rHR^ zvu?YyA-6^YnrN2Ggi(R$&e27XKP*_{MQ-8`zFiLw$;+oJ6mihfN1%y`4VrTfoy@;w zJuD29kmIYFK(WC@)nV z-c^oov=X|Snj+1XXo+O?Np$<+fq;Zi+&ZbJC)s@CSwAj6!V`qw%n&zfba~QSlK?DC zz56=i%0&y5BcSIVu=RsE5Gv~ZXGzYz!FWpvi{J@Y?+k>GHJv6;vp2(XQuakR0kR=J zS_0qdMM!XvSPkN%+kY8b(9AFGXCN-+H8!^bR4&}@w1@Z*KxKAc)kQ+&W#x5%4MBNP zQNt+TZ3NQyJ&BE_<|ZT%{Tj@J>XCn)_vJA>B*#E#v)eH0P+8?FzsjjR%(_KX*py%4;&VY(FY)~k0PqCKH!twdY~ zu&y?Ng{BrD{K+@&;f){w?+a7zBXo{WKXrCe-3SyE;N(>5IF7`n`@cMMTf51(lQ_qv zNBs_kQRdBJnwoM>%NQ>Tz#Y1?UKfno=bCzUz<#c|?=QM~ZC~P)&B8Y>X%btEgO~HJ zz;W!{VTnNn-$sM8-OhuuO*V4^hIv+Ao{DU>9|CQRx9=Ur2&{;(NaGoC z>|WLSPmryr1YdOgtoQqvANqXER|#X6Hh=Do#m>yB{?eU!PKsXVczpoO29p_6wOleX z_pDIkyu|b@{`MlH{Jm3qF%hsMvetjgTy-nF%>E_j;^cTyA6mDO>;ZgAB83LcXj+N@ z+QasTdqKWHi#hT~6Yku(lP`#<(*5 zN>08&Ysr+G9qoq_1gA*u);~rJv@)($*p75{1bUxg)(c#qy%rq)6 z;7sy0e6CLX(M$kF3=}3@?%;dy>=G9?*WnH>&25GpJjy@q=dRi3a&1C0vz@`Pa^E*A z9T+g~^|^s5gJqvlBv3q4V?(Z3ULqDVFD3omC}znvxm8)w3dIUO?b7n{{xckU(rTH- z4vG%$q?gEPJ`z%FeKaRvR*WOfrO;O+~QFN7M9!RNoJ{KvebQZ(ZkFc zmp~ni?FEdGhC$QGJok(K@Eo4iwGi5n{&Qw}3q1Q*=B!hC-x zBF`o(C+D)7_iyb^$iaJh5HZdrSNcSPC)g1&;JU2=!z`^a%H>#v=T& zQT{A@Y_|xk&EFqT_KN@ga8*m^^9_Kv4R|6+uQZGrT1ktivM+r-mkn6(COhHz8fF$Lg3^oGHjP#zk@q^A$# z;7Ce1LvH_BNY+jWAlUGK54|1NCugs~6Y?~{|)?e1ODaQG}FC$K|77j+P-0i+pcow^(wex`5c zp&f5!+sKF&qx^~|TYYbzk5GybH=!y6pur`Wvm2p=L(R>k`^l#Bpb+M7z0bDElG!1s z+j3$T6FD?C1mhOs(?~YLo5tH74;*cS$Ro;|@RG8sLk@C<5mmeycKnzqVCko)6LmTz zOma7QLO{!hr$JEV^iCI(b0g&~In=?oPE$*(*ReP*L-?G6?{^XBX;VR!T3YQ%h2)%+ zmsM4f5xN!ZXOmh#ta!7wF|;$GilkGal=IsV$%FP##WrxJL6eBMOpo`xMfmJN{`Gqb z{G3llu|j&A(JTCd{6JY9#ee{*qz}8)Tgs4(*LUYQBI@lIakcUtu*&=8nShyg&PR^q zqq2*jH=kA1{K=6NXchm&S64SmlOV2fGCT+Dg86#jMiqkW8ZMXvawzNV&PE>h0~BC>CQOJ`y@<0o%X>6YEA*J|LnJ88fH z4K3zjn(T^XO6yR^x&tAfY*blV5{mPf@-gWWMc+1qfRFESohsXah7ah9gi=}vWX8_jHt3Tj(%9)Dcz%$I2}Eole1rMAx~ zYhLev-M!s?^REhzj>7{H^+QtC1ZlHJSY5Ny*Hh3Y^-+1MJh*N9MzU)Rn~`UVOG@IO z{d4rFe&tZx@Td5M1hqwUGhCF3KTW`FK}d|%f>bX=TfU)Sr7@INb~TAA(UYsIq2HVO z`Fq2s7)F81fNa5y%aT1lC58W$uhX&lOHk@?6WXLsRWo*y{t9iEZb-A*R%yRXn!vl} z(|LL3FUl>=OfmaNi8y_6#$%nwJCA8^O9$VC%F zET_(0RbAcwC0azmTyRfF^CwD5%7hDO4aN2W7C|b}Eh5zdrV&v48HUTm<;XAM#uT60 z%PM2Q9oZtVZYRZIgN6lkV`)Gvkh8GI zBPqyPI3w{3p%p z7xM=Cce~f`2r1#~&6&k?WB}v#8NaGAN`hJCBR+KY=ib%~r&QN9$k7v?OPm3}MsO{_ zkM5Q?GmuXZX_x(S`EeA$X@=LMAzqRb0i-cGLgN>Q-s`Wom}VS5Yy7GkWv!tSp`;5X z8n-maxc2>^G)JHDEb}kZ^E*?B#lsWt4ULQx@^XslJqi%W)Q;mH9%X8uz>O8?Ij5D& zLpT18Al>`KzWt8n^qTBJyGT50SZ+(*XNvbH4Qj40dP_?i4!xd7C)*#4b#%tuM*U;z z(whO-!Nxl+V_d+O^?lTLtxq#xONc{}J9=vhU(VV(oUS7HGL$pUUnK*7tIA@0dEQoK* z1?s^BshH{<&xNb8=`R}`bimi0x}WxRK!DRWon-fJ2XO}!M!Y8Vz8N7@55Yo`Ch-yQ-X0~xVyO} zg@j&pc7}P{=-bPmACYHxCVJ`8CGx_da{GO+yP)^T?vs0)Ev~-%%3kVQCm+YSwg;xo zLViQyaTCKX@&*^zpf=S55&$BhmwFVpWtT%W^qdL4AL_p~rc)oi-F|gIYRm~aUEWCT zgOIb@S zRQk42mZz7P&RE%f+(vU~FWy_7lSS>4U^pxK(x!Lvw$RUK9=0Q*C|dYW=Oz4wh}O%o+?LWR^E_;MO-(9CB3eSLQ|d?!Cpq4=HaM`n_v*^S@Cq`s zPJ40LJ#$=1AJNB~81~}5C$eLK0HiROG@#CSWnH8-N5^j@oO1R6*Ex6o&>YJ=A`*EO z`5yh%qpTC5rY&RYU~Eg=_P}G7-XQBE2~QZ9#hiU&fz$Mz9uRmN0i9yJ(ym zO;(|ll2A;E(AXSCn|sU;4-O3xX0c*9VxBn7R+6K_=*YttQasZOPsmDiOe+HobbNh% z!7^3cP|v{vP@@(;KkXD*i}Gr$qo?PT-_UoI{WyDN$Xo0<%|m>Q^VjV0l9OZ{6MN4H zo_1XW+Mf4%qB^C76N~fhjdrP)w4AJi(!C#nsb}-eAT;uDoLt!(BBVlQ9!zj93%VOy z{I+`bqu!Uy(;uHa6n)_;x3aK=%QMHpx==_eGQ8H(ZJI9Xdagg>Or!me-T9G575fa< zd#6N-%(&K8^ylJN>B(PeTIGeSOb?|5k?QE>;=+WfY3=7-C;W9JNi{GB6{YvNY|k;;58+h$ zFd%2Nosp4WU_A4A`}gm~DFEaaY+!GSxr8M)tz#dA%Bjciss>OTBD?7QJ z68i^EE9Qb%wqX>l&%;scbrg|Y>q#ejxB|Z5OPJmFKGf=hH+JwuQllkOn;WS*o&6`{ zlljinue)dx&V=_c=c3HaJt1|}JAU_je+emxGj>0qGBZ5zmMZu7;RAI^=_*+{IR-A0 zNU=Eao%=FgDq?h$6EF_Q$W{uRZN}#dU((|yet*LbN>Vu>WkZ?NerUgF8y}oI(@scJ-rvZ1=@Zzsb9zy@NR*>M zXgj=yKI{nwEE&r7z0MBJjIhqsmwLbdM!>)oS^0&KW94FxhI`Nr(i#ajPB-sKYpQ@o zyVLxs^n#}S+bHQH2pQRTrghX8cZl-o)S?a0ZMDU0dT+%%Bq7@hv<^Ex0B)4dO6de&V& zc1y_5d??{D^xmFI3PLybg--o5i_+&l%Wmwh9HqA6i!Xo)^0Tq92wmHFczzoyb;34n zUoV7~8tNdaMjevoS%`q3Tr;zO+m{d5s@mKwimlU)we5e7JGDmj^blI;j2Eafxe9`f z^B+1Xfpt&t-A}*$@{35Z|C2?OvV{YVrz$#n+q=Hr?ocjLziRNDOuJ7o`(cyz47qygD=kQ@{;-=pPWAPmSgq(bW!%cSf@L-(8JL2S^2T%D%6{*eH*v|6a+?uaqJWHMM45+rA6>iXB zfQcg7r~5EK#lGg;TRx1#Oh`1cDfp8_wAr@*;&E0fcG^6J#1oO0_75kyYR@NZ#PD5e ziV!(PdpVUeTIK2=Bypxwg^woK4+|N@$C-9gcVg)J){e*|ZCzc4ksHVFZ5wchM91HB zvYmF)@x2B)xB7yeQ7Lg4Att|fevIVR!(Ws?8~9d((*e*gzQNRiAW~mcwGg7ggd1I< z^Mz0s2HC0lCeX_(s@v?kZXp%PY}cO?_4X=lXcP-r260`jt!$Mm-_||glGC|i7vr85 zP^os-*@24LHMS2LjnbKwQ2o+418Trg9Wq1HVhOe*#HPdPWf#)oqaU=p2}liyC*>@m)?7j_mNkpg!Xgl4jOvYO zXzOm?$0Pwg$aLPEl6d;5N{k;qqCS3&^V!ZSX6vM+EPY8{lOqs2fy-j4?qFIIQT{NRkPv$ zNFBuQ{wHx z)PLC_#u+RAg9lsIlzAKgec9GlM-ZFfq`xe7gW1ZT%-JkSb#(R@(^io2px0JtjS2p5hshz z2PSZBys4QB6LoIleCQZ!q3Y4Q^)d%U(O#VvLsAd@L0W=9{YwQL4y%apYCH6YGT*W1Yq4AibG_%*HNW2v`#O$Ou_?xwQi?9qhQg) zuvZd8q`t}y>2?%(-fe$(>QY9q7+jG(X7soE3Ad0LETV7oPI{ z(o~ilE}uW&`g?)j1QD5BA-Vpsy^L>2ElVhbGb~D(Lj72!?fmbk?%#l+xL4nw#60i; zuWj^F-z7^6Y7Itnar2|~^^`xunM{nFW!me-LP~5gsq1dCIE$bO>)D&-^fO-1aXDdx z8zQt0q!yJ%qx^c?*#~?~lY{OmpQ;Vs0t1vnYtILG$SvvT-wp~~0KP>}if!rqlz%O*V z*L{4_Z|UcIDRsy z#rJpDDKNKhuVN%P{?CpOD2-8nkA})^ ziV}f@?Zf?zdjj`e~&{PfP>GV%rfxv8lsyuw%P5D$F?Nx_IG+1lLX zrmHF|3u*>vp`)WyTAuu0#>9#<9V;s%n4}?u$4kFBKm*zA^$I8D*we$hH{|em zWnu~l>SZXtG+4n;DE`@=$$bn@Xuu?58$~;?g0wU>#Sl0hm2AD^D{9*)*}azgX8z4K zSrOaWxSz`b3U8C5h1V6scg z%JwxiBbumGUrm^RRO9a(*k6MBQ)dHomoVS_{5)vr{3&*HEOF>@T(3arQ1&yRRQ>GP z_|+@kK0YRQ}C+et3+>yt%cNa(obZn`wSFUEO#Okj?-j*_A}-QvY)JEe04+z8Qo$ zf$)tt`*D(jb;fjxaWEqBL{ne!*l?9YGDVosmcDD@e>E$M820-=niad4dr?vBG7j{c zy2i%uQJNsDqSyU#*QYC(a}XF9DDOEpJvnKFc@O{k?x5s3XZrLnW`yRT1j^JTte1av zEd2|NEVKX6m74V4;6TFm9sEzRqNWA)s!t{ZO`3{~(+3yOWxlTnrzchhva&*07UgN) zkC~Jfhsan>V^rubsi7W3e4ub2fjoLS4PbMw#ySq&X@AbinVILX)uBr8nt8kHmQlXJ zH@rXFev{K;7aK$rTJVxDXXpL>v(`vpZ>}?W?F)_VT?)HD1jn(c>nd(6Bq9?@R!=|M zvFNi(U9$@SOK6*3Xjz%tJNGv?$F%zH@4Q?4a~%FQ0`LF5z`VYu^r-R`m8UutyPOj= zq@@KH4}eeN9PWX(?&tFY^Z*mFm|(Qxy*EEUAE((w10lykAjJF=fH~{2PnhMLtRlyA z81Y4ev+WN;;hGF3hu7v03f^#~3+K=GKAFBafGY{lJ|5&6zU`hpd!Aw}5Z3eRt_Fa> zED@$P?t*hn?*4w5vSMdvhujoUwuGG3Q>SJm*})kKWaU5~0qm*y0Hd&xh*`#wOds5e zAVAW|YM%UG!HY=dlCdnXfPb)U8W|-l<-Fg345+B7Ipmxl1_h}hZy(i&)omi?*>vUV zyVG0KU6?*p)pKGjdu?tg&U6z9Fu^?3HD16~uKvL4A5A9m%YyKvz`nN*GwdGBhgTY8{PNjcs}LluZlc|U(vwX10; z%n-ivj+>HVM+q(gn{RhvntjLYMeMH3=Jg!|r08pQ)D^;5Y|W_9{LFoRIHBMj+RpBx zbmkZRH*kim`mf(R%JYw#V+%)OMSY1UXHZ;KHDQ{s5?8^@_#VxCENg7c*j+3ThG!DtKBiK-m|Ou14f(HZ;*a3#H0c+M zO=b55*ha_^BJU*acXH;W6_Y5HWarQjZnRvc585$I92^&s09e3)s`~ye@sOHs0(48e zi_i}W{roCmZ_HN{i)GB5rHmH}FUSg%y^c!-`82@SQ98^RPXmF+nh;n*SptqjR&|eA zQ<~gW^?94pR1i;@g1D6kXE%n$4KjP(xqVxi69TW&h27AV-93gD%BCfH@1dqWPy%%5 z*oSg{nyNnf<+IzxTQIi2ZpB`StRln!US9Gf-c6}zGNj<9g1hzb!aHpP1GGr? zA>yfBT`lxeebwu#DZfGhE{(n_7WfwR=a;e4q5*#&^w~BJzMKlCzE{_Bsv?w&mrHVW z%eKFpbL^C|;@#TMasmsCYGkNTaSS1nYT#B7?F5$3Syj-}Sq;;0&$Jpu;1CFRC*hGU z+!OG;C=V~5i{16MO2FUiCvYX*lWa4d~-1_6vrXlhD#c-wil!mmc9?&RKs)tll_*F?z2G$p)v4 zJ1INYZAMDowd;xt+h4Ysyw(CMvD2An*- z{Av#;k3q=8|JJ zB|Mxvwwb-nT*|*v4VZ_S^<~y}N)U2~5Q;Sh_{GBD*M8wm(XSsOVGr{Z8DM18|i3Q!V;NA4W>ByTmS8;uYb22f2xhhr>nHeF#m1@PZfmT6Q-v}qL&geH&9pP`o}bMPH0U7;GXcP zR7U-1BSNgrtaaj(@_a%yLv0OfCYion<4? zC70>qYet-0Q`*mvB`c2O06j0muQR%Bw1S+WOKe#Mm#&wlc>no*r1lrx!B~YIZ%3iu z&rOo*a9|zjws>)0K%eMuOw9;0=q+InFR9z^RVy=2pBqvgs&Twsa!6pi=MTzhNn@J+ zd?#j$+B%e9hRal_=kn_>%!CT{4hjoa#Lsb<9=e=IYU~2hUCnrG@^$`h)&Krb8~X~o8?uX zZgp~1kAtY>w9@tfUy6Fx!p%Z^h(ZkM6ptp886_W>WJ__c8Y=A@2{BYVTX2>vC(vZp z`JnQW!LO`^Q_j^oUO})r`(bVqxwtv5kL(NW{=a{xhzd6$4%DgCY4hF5a6jg8&6(*p zVi{(S(1!@B=JOJgMd%J&^*YzJ5$vGhdX)h?-!p4<+j_l33@zCsd5`eoEW~piQZaQV z4`yOzEj&ccjqhK3{Q|Q?E0_Ql?$4GCH&SG!AV1}Ot;$&^s2O%>mQ^FJtM=# zM-ZK(**Zhj2odq|3?K7EMI*$Bn5%a~EGgxt zbNE>jPhv!7j|@l5^Dw{^w@rM`6(@(Ej zB=9a-P)<8b%Wog!^WOGB72`eTudTfQ`#^rC&;BSI{(EMfU-tGM>DP)xC6Hf5_N=P& zYQqNq_(}-v9wiK?$}}J9x^Z-@sad~lXmn|Q!Yp{4!ZNeKk3R3-#pS)F!{oT1Q<-709!)i+kYwaEVwZBtj4V7xft3G*BhLo?2>({TZi0zgq z*_qZ~d0kw`|11MNN2Cjr2Nc$T*T$eU7ND(I_yon^>j9K*FWm2Z;D9&hrXuhg0mC+O znnxtOXsCADQ=X`W2J_j5WbXqJijg!%S|3E3qMQicpwiXVtVSABa>~SeOWPMct@Y7y zSkJwJOtAtt@)%ld?1;@(cdVap!(~1mGbntH)IG$T?du^xg4o-)$*5MUp$a;_GqG~= zrnzH{*)4nY)aD{r1}s`f-Yb25}!}y5o8-Sy^!n#$4`DZk-vet!iw% z1q>l(h5Fd~i>&Ng*AwVW%Yrn_e<+`FFWe zGTb5FK`RI9qi$~`J0>pw2GDK)p4j}hjP9PMU1!+(7TfjB5TN3n9$fwNocex0F?|Ey3Yv{(V0%3Q}7-|2U##wP-F!kltb3s8;vNOc;-$4R<~y zE$xmk>(pQpGs@H3IVoTuu~@6kVa4}D50@D$Qt;oL9#CkcE)7;)Djt1!W=px% zvb^nCm$8LJ*-x91T!GX^`_c#B&TsdQSj@@00eO|c4E$n`L z;}^3cQ8)#4gw&mwAlX8}ThTtgVh{QeY&iBE_*V3(>Qe>k0XYkvdFA?g5>+@LwKi+O z0HOfaI<@|Q>`|`X*2fm=K6@5IFC!I%_qi-A}@b9MdeM~Y@s7ySP0I#=&oF*Kpbbd@H*Ie?zdlMd(Q5Pxqq{4JIc}B%vM?^tJXp=mS0d;d1Q4T_nI`9n~(3@jA(IT9{o%Hhgp$9dZ= zraU0OIc*^PtM4VFfS&&{zdWtS|J070nwJlh4t^Tp3_s!yv_O7^6WR5!GQ{2@%;#pJ z*VE>FA*u6LrF@#|&+nDf#7e2Hu9lroc{(oxNpoI4LaP__KV@{4m;sDmfG zT8WRJKSb%zi@Zutp0BLT9unsnRPO~x?5>NgU8j@QIS!3G^hCLT#eB++OJh>l^~u(q1S+>C%FH*OV&eW5?o)+;XF?l~s=QHamB zYjw|!USd>2x^r{C_msNq*yLWS&G_%YP!9ClTmk;fu+;YEhXbo2wWo*NZmmCI$mt0! z%(9>aDUc%ac7*3f@biMNPX_ks1TqR>jD})98yC zj4c`pl>P#-i}RGO4TDc9iKOU?r{+DakqSc46m!6_6Uk>^R@lut6K7L-k8h)vrdN@1 z7?3bgkM@o^X#RwK13>(Chcp)ven@76d9{mW_khAZfQxQzy|+S0Z=IDiX}A!fQvUGV zQc18%W=?IZxYF;pgTlW}#v0b7rs)%@dQ#ihm~Q_- zL^JqON;|^*I29v(Tx>?EVwPXY*VUM%*FyJkdf|M5(UXEx4~=po6rbVUDb?cysUf1! zb9G1`80}2Nz|c19@}W!h{dD&cMko*nQ%2wt!1!$0xx~D@JV}bym_booB;Wzo3IsECPbSsLBH;!|MzaJiJzHZy* z*(xm5=McSTdataCCGpWOjiX|C2vdWCI8BV_K3aRv_9ve?`snG|qPoF>(cL;DBF80u z79ywdsV?KieG?k=$J(kUb&`9Y=zVwoO3v*FscyLC-O5_q&RC5@GH=u#9zB2vz@FOH zZNgk*`k>=iQ1qW%X*Vge&DXm8>rd_<-d(ynaXl0M*|~<{2lvcqrPnUm#hU^G-k8Aq zwtO8L)lsbEW|~E1aec83mO3mJQ@1jU{Rh{)Rw9rJl)EWr8c(G0=CKTA`Thd3OWY1w z3yA__2@I!d-Xq6H6rp8s9Km*b^1gtyF&uWpa>PQbxz`lV4>*KK9s_vGs@gv4^0GnF~D z8r(cQ;K29M(D+ZjICI2dt-xu#P|LD%5d-wHNiX47++UmYR<^Nk6xvP$>Y=RKzWLDoK8h)q4n&pY z)FuHLN126wxEhWsD2Ts)G+Por5IH^m%3sMXZN2!Cnb(S+^y}R<%~QsKT&8+7n~JB@ zPZvsis>i5$wfLrQMk7(}kqqlGzr(X(-uEwz5>nN!37!Es+fa=y!s|E^5lr=PVAQX} z0=>+DP0y+80}alrRd^{VS4(0P^K1FY*ZaSR((*h!SpZ-mp5AfiANQg^)>_Xl$~N6Q#`?MirNJG-`;a---YRM|rl`_B=htB--}ni@0Aix2Z*Hy5 zeEIeb3f$$jPuK4`!=ah+h*AJkyzo6ci0h|kqY1tAyyfZ>&C8u;wWI&@dOQjz4Q_)Y z)3?jmiqv>R*|#0V_`A)_twQKtP&iCP+Tkjg~*(-w%E!zw%LDsXU zPT!q}`xh zqs#GVZ@`~`SREv!Tz z_VR8W?2M#Iz*+1Yh-IEyYaMb(w3P?ub*THv>6K&}@Bvp0Z+4M~D3y!)~% z!`>NZSD7Nxr`krO(z>Hp(#pH{&MtsWaM@|Pa`B3;7h#?VPHX8t|l?An)+ z%xX5I-_PC?wx^eQd^rCTzrC54+ut}DN28i+fFWxFC({nKkmc9*bsHeYjWP1xy*mo( zJq#3Q(FlGz)?a8WUe=bt);j6<>?R1!RUVYsD ztM0@n^6FWkQx%+P!vbfgp1f9Yu&MpL_i{(3bm6+gB>>Me%|r zReHi#W!FfNCdd5@k4zO=H98CX&is3`Oj?NzKFWXHJQw>&O=5J<6~0POhaGcf7cX9X zm0OckR)kQF!pZq}?p{zAPuDaX=Btur+#36FN^D>h%#l$oeMsy#kN0-|$@jj{txhk1 zNI1jh_?eX;grQB#Z2SIC>6XGiFght$I&6J}*5J^a?F<6*+m8n&tCGTT6@Dvn9ky|1!mq(R}i)IZ@9d*uekqj-b zOfk5^`>Y7z0PBn6G|zfolOM^i^xqNu^a6Uyhg2NIr>P0^3D@KJ&h*}cPgNSn*zB2O zkWo0dd_BGc1lrec-wfeMZcAkT9Y(predRwK%5fhuVk_XQ&Z{KKcUml2(WdR`a|egm3_tYyjPX;XtKcwq%^jV>}!)$y;c}ie+GnoZBD-V4Q1nxx|O?H2b|I^ zpv^wZ*&9;1ou45YdyBd|`D$fu?a-B&>T|(&L-tHux<(tRJF%sUxn`f2K;8FeX=i>K z%hB>8o+b+4{au>SBiDbhpU7I69RHLob{DEg0JVm@t>)XfM(Z&qqal>s_BDI`*C&KA zFzuSW)$=!uU{f5X&j1NC_&8UOAd*M5N=9^4@dsJ#wmH%5vZa1vFWaXxG}#; z3^E-ZSN3}X2}it@hN~>bhmopUecgBar%289S_z}&O~XqPw!vn%r@XqR}SQmmHD4Cx( z9gQMb5%n)uBjGdW?}2$QObQ|W3b+g>(`VDRFA{(y3rI}Z0hRZcYuinTW3PnYRDMz$ zl~6h4I(h@KyTcQsP*?vHMepoRS8_>?<0y^Z<0h`nFz&}zXglbEqu^~)rIT=+;I1} z|KKMJ3Xq8&{1iZCrTIY-_@S0G@*QpUM5;(}UuF{0Jn6hm? zD)LN>2#A!m<)2_?hCc#VBHuC%4UNT7TNLfn+Jj=%5Wk#GQIQ}Q_M?5lX7k19_q&(# zH8AyD`VEmaF#Ev3=`%a%*{X<)dS{=Ke7uu4T8!|k$Mn(&;%_)!!`fK;>Cyg? z5!NH)5l*6+qeEhRsf!9$K)RgNk@&}!NO-H%ZU>@>Ml;9)sy1A>mWf3b0W0A?b>ObGrzI$3LV`6Hu}K zE<#9#cd9H?M%qBG@${ZdGCsm<8VP*|03goh$ioQ=V&)y*jINuVR{ybKT>-6{e}Pk% zL$?q;>R9R>A6!I1MMdysZ3>$}LZHi-OYXFbYww^BrO&&Ede0e{=9y+b_(*Mj#S$xQ z)Nk=dh`j;wy44#$SG%H7&1e*tWkFM~eMqF&{TXrpxwKk64?>{6Qb5TgMP*f^Uh9u& zX#h9}k$-$*CKqR;y9GU!ej&DU_2oAQ;zdPVAW z<{v;YSIRS)b>be;GMks%(P|a~wvDdnMJaSvRGP6R`0u-bj7ig|_q;uFZLO^YKzE>& zQ*}e(yi8H8em`f<@fPHFL?2_C;6Ae3SnZ&h%0ha3>?=*ytAJV^*u_uue-_ezs+S6J zW$sjyekv3q>rAfhA^@t@S;tAs^QdK_IoJj%>$@RK(tm0p>hkzEEI;XFc8~HMDxKbE zJP0{W+;q<06Dp*03*0;0B{la%(w2ws5T_8O@cE7rd}|rgJA0|qoZ1++fav9rIes8a z2U0%TCQ)*!jr@EO#-pt%?5)`U6){@6vBjA#c@hMP_lCN(P`cAS_M;(`oV49mBD{}C zl4XUm8XJ|KroAZCdNSE_@diaLm*L69bk&R+)#>#6W7K-np3@{d3r519hC<7mvnkT^ zc44H7x_+M+0y1A^znLxh4f14;sg-5=793D9FPK}t7wcz+%tt1bAJh1+OJ&oERtzt* z;yd<{{K5hd8TM_DbN);uk~wMLmTe{7*O^{P9yRH#3ln4)R+_$bnN8hwYt22Z( zuKF_VO{g13AtFi$ZdhJ^_3+3ccXf!?-ArEGlDMX_oYsDcP5&bite91Nh4< zN(I8fhg=9H z5)fbAQP-F<*5Ye%NbOo|YFNA_FOM#L2hITWQB+BqEhJ~Tz9rJB8^!FiW_`M&(WX+Q z(1;|v%s&l9R$dS$k#r~C4}GjDw`*(Xg?;8)05NHqsjJ;*3^cebrnNQ@c)(#&>S>X2 zU{O!66xc%B)34?Je>tz}@p*eXdX4YzI~bkJSrOrvA*@$43+?Q&=hdwgs-@oYzZo5P zYR+q&V6BuV506s~5xmnohc~KrgC=O&nBFl`|B4+WaqwvlYp`>-_eQZlrB%3BY4vii zXL?Xwx(b&~vUR}CrZ-#y&_9GNKRHGl@H0XvoG3lE$$xJGm7wn9ExqhP55t{5euNk% z0_BxX!iLWjcOlG(lv4`l@p_}(BOVTVS!tw;X z>&7ZG&&_(GlUmT|o8lz;qtRt3a=7oadGwxEeRqnE5rUm-LmiyRR}VqE8E=}33jQSp zxL5uE>|`JwRmDASpQSw7|B>IRlCAjmUG~(l&5q}dfB&TXa!6O?u6Ww8NnXEa`v?Yl zch5@@QYU^m0as`fAhsgY-N9h^@dsxK)z$YE0UsjxnV#LuS1XJ19ZL8Is{HO_aEDIa zEvVz!QQLTyXdWMMU{LArgEL17bJM>`*@O-BHc_GgF~J^H*B)% zy|^6W_>?!y1v4F>M1YZtB1c|Xqmh7iT-|B4daL19S?>swY111&t@CxIhgFh$LgrQblA>6>{~g_ z_Ah9^Acmqk^x>JD|80>gAB?@ffMspIx^$c8rZ1Xt@7uT^3ohGBx)1_u687k-xwlb% zy9VKrx(Q>fI$?M)u*NhF2&FzCE0S^=MM1e|LssatG1XE&xk|*00yDWd!Hj?bHeJv% zPIp{5O{69?U`OZ9vU}+|>cBd|avfI1*sb9%>~Tz+d5@@C*V?GoG9T;&oZW~lvkb*h z8;<1nNxMFQ-b3)k+}mu5vkC@5%(tLcWL?q^fOe%97$Y8YW<-jlRfyzIt|bXJnUqoX z&lSueTr4as;STrKL+j90bt~F9@8a3zyM+SV578LFKvd7j%)OZxd1=Z}4%uB8QGC_mvV*VoJ4qxL#PWoiPl#LbEtfNKo^7(LUE%JHtXipjf8)` z_=FT+v4UMMXO-=1ZJqmKRHO6XzWw~# zxvwRRkcA^?kR?$+4#n$48sw4LCzE1>I1hQ`gk9@;Ajw0%2w)=QP@)A2sdnpl9O}HD zzxc>>u@cb8@)!jH#~*FHb@5HT-q1vpoi98q&L9SBS43itE9_W31d<%~ttN;Xu!1@f zgaOm;Cc5W#gP>F-J^eU+Y@-!x8ewnHBfM+a2?BK-S;quf2pVJN{rfLhJ}^WhK8&O( z939Z1Ijo1p9xT3buh<57BK|AXOIO7>S_={gm@i0E4F1ON0xeYtK^CC|p%=i)Q^K-F zdveeS!m!62JX`FKi&-$2c_8$h*muK^KqBEPxq=k zscnL_z3;nxR_&YAqc53*Ub*mFkr7i;zY^Wu1TkgvqQA^FMCbuiTn@ri>Qv}VAp_1k zfDt~ZMsYoe79*;Ix1>y5n+-Cwu&OsQ*3Gxcd=~=4+N#nXH?4nP@YCU?dqW61cy_XP z-a;W6XC(wl>G%8MtY1H%^{fpT_~bK{inB&_X&dDc)IhIb`atsp$b6UDaaw{V{UgCW zC4}A^oXi*D-Y;Ult=0jKpED_ZaFpU=i;06X>ekw*7o_7WOH1j-lzhd-3}e7zfLp8H zMn0a?aQO_(ZrjUU;!BsI6tPg}^CLWK&R6LGqN;bv@t@qSr^dO`6)%X%S`X0GWdcJO6RKeJlA$1@XY_V|wnQ$mKo5raDN`Q~PTi%r(uF_ccR1Fc z_bSRK4MU?K?IA~qL07BU0?|;s$r&vHDGrNCs@&B_@}#?WD|Ub_XHZ#fIs{^nELKa~ zAd67vMC{LH3H8#*P9IA*Lo!{`j->eGya#r)bGoy@(0YA)Q|97rJ>+`j zc9veV#n;|E11pK*!t$?Qj0dZsdj0e1`j7EVY*B_KjZsmeZ+nLpKF0BhpWixg;W#n{ z@mwsnRmqmy@Hz;4Y_*sW84&%+`!)`Dt~}KJ6F&j79M}&D1H%bP+$dsV+7i;z@#L-k z3$oEWlXn=rwrp!}-@Rwg7hf!L`|Yr)@#&zWLYur|Q@9T_bwTlsL-j+*NUD80h5{cA z7zG&_l+#Kz$yrZp+n&ot-azMi?@<1gkJWw23!h-ORI6cyaXAyVU^{kP4n1FmEEm_- zz+W{UCY2I6=lcuSq=%id@{Yi-@iwL33ZFL2BK{NaGcOj2z#lw+<1pa)gWrE@>E{pf z`^R}Z9};fIe&kgENr~{j0g8IyalELR(Pe{Y^Ok87iLj~*1j3CT_?^IyRl9MGZZFjS zC>@MJrj6Yl?2e-=dYv@;8?@dNl~FZf$kg$+pMcPpiq^m&wWdLpZtw(>kl=}8$nKLw z%D$2@e-`UG=nX0bS*tBIBYl*FB)wo{TDf@`;OYV^`a%>-*;SfVn}e8oA#XaannCL# zR0!0u)eFZkQ@r#J|LZd=&|JCltGu6GsG^{B!)6<#EPYZ7o+*NJ#*Al3wI)T=fZ#`A zjUfnP{!?l4(S>DNcPA%oQUxCz1fSja6ItnLaeZ+Egs~(950Fq`G*Osin~1EtT#fke zDT4AO6Iq6HANzSPo?kz3fkN~qVG$3+KD+hzPrMw!;w4|0d|dR;u%YvdB*{4}IZkNO zj}ZpA`=J&H@uR6m2{506Kc zI=5>)Pzi&^^anB4O1vO5-aen8w^f=z9GCH-c-dxw^C6`RiHE}|2qyvtxIr9cvqQ*? zwgyN_KkJ7efgb`;$T!FnWOMogS97ls^tX@4aK2(jt=sH?plRn^9#(Y#PR$7&RIt+f zVEIp-+*;o8-?yOdA0;R!CG$IxUGbna8F=Lqsf3nxPYr8^J;Z_U0-dIvDeq3-eljY& z=J9txML2VvbO$;JF*cf!8Ui^6gh+n_Qv(#+C@DZxsE#U zeWdcE3aov;n)it{BZk$piZzK39xzpU4mj5!-My)13tDG)SA1yqZ&jafo;lc2wTe7c z%ZZV;P7=6Bf_)hg z@B|@RAFnamf-w4Nv<6i|+&z+~f-gUXqR^nS@*Y#zmtgKw@WSdFVH>|p zsaRX3`vRq+_@H-LvSgn*9;4c!UB2#XV1fG{0_6$2e|H@yyqn8VI%dzS&l(=#i-va<<&1|i?#;vydMjg@Y>_zr5N-xfub9#9#TU3DN*Gk_!= z2UHTK-NdzhX1~Rz={1_BLhSw?$p`0f@MD-S!fL|~6Gm{kvW??*pRUzG`3HUI5&O4U zuy}FN(&tQ*LPEpBLesY>1PisKi=5MkXu3uO13Px9H$Pjr8xfIt!;JrlXj~fdsOwVR zR4&}TcMq--HiuJi+M;A4vr$A;F4{t#n^>?H>wViKHOxo}DnI+Q%0)7kiSpngF1oO( zfSrLXSihr#>F`u%^+KJyq!C#+`$vT&Mli72_m2A-s#e4@jQ{v??^8a~7~u0xKIBEG zRkD3xUnH9C#OHa5BQ|}#Ep|Fj(C_?^io|2&TxJ-9@DG7xqR)62)cK50h z%HGX=M7s}t+7;P}L)fy2F!LAwK=xNHX15Rhy9c#vSVO!(mw>%#F}BMkPG3|h@bCF9 zZ6eF)Iu+KwSFuA7vp9cue?%-WPGZuGFVxV}hbSlu>gDCtg2eKJ4DlG10xvHKb*W{` z?z_qy#C;|G`!$Hz*=vq^{M9@rKzG6GFBB5JCUvjZN3J%C8Wnwjzi`8fv{kB&P0E_| z4~_s?C3f?j>?sgg&q9FbF#+{s`d+PvUN1Tx5Wppufi6hUumQt`p;4!~{3g9OU*X%s zoD>TP?0SAu?A>dmP8dH6QN`}0leeH*&Z8S3=e%?EV|CMexEMR`Q~YJ)i+DxQ%q`we zLW!Qy06BE{Tdl2(2c;n>Xo!8uD06V1YCI02B_~#gNxN12+DTx>`N9H*1@sr;t`xoC zgj`hHP2hG}q~+ovoVO;Y@9V@11XyCc#x^SH%rm*^pB1-gEalSwD)Nhg=ZD`UO(>wI z={+GHVZY4j)SC!}2}aVyjy0lsu?-A8!_^4F6YqT@{%>-AC~@E z`*Q4c(23F1Y46yDoEDC@d#_Q7_!S3G{k<7|$NKTwOurWGDk5l-on>dcj-(Y#8M#s(Ct=`3o2MRuyhb=!Cvr-qXJ)b^aes+QgSHorkp|8g6da z$P+~s@ZYGp4kaek`g47mcP5kG+gfIZ51%GnkpzL-y{V66!&T07lc6dA_FQ*m7_Kg< zVqUBpw1LUYE)4P>a{FVd2b3^9M}c~xg<2`=FysuhKeE3E|K+%T`M~4;lD|u8BD$Ay zZx6%{oa)Pn=cpJcj!!hJ$YwbqQevc?pO)wtb}d2p*ExqP`Sm(hVZ)~Phc)^+H5{~W zo5sHSv2wlP{hFNOl)@XgM~Y!Sf5!=D;i1d6J+IdeU7kD&%r7ACqN(W|6z1|tHz1de z-{*>E>&!SW`!|I5yp&Nj;Fj1^7F?w^0dC+ehyVy z4Z*H;>9Dwn*3m4Q$l;Gp))X8(rF9w{WqijY>6l(Q$x8jW`v9Akr4)dN;$*$etd;l4(tA(GRLWsUAb;Xg~2s1oM3$o|3YP$zZow(?+!qU_SWF8(xm@@ZA^-Kz{o=}zkCEU&FmQ&Aae zRG#)4SyO+uk30#hk$AWh8Mo@R;ftv9M&hGh2lC+fuX@=jRg*&b1NWBP#!S=CTd4w#2sc&>xGSx%wxg8IVsMB}HnA~-6p9D8EH1gMynt7}t zowz7x0~HX8vk-)a;SNLxIjv}Se&3g8_9Ql!k5mv)z1L`g?)AO6snDAhrSPO3@nf!=3r9S^>86)a4g(bgT!rp(K0-3^O|l=EeN|BuTDnp7;8(=YU)oV zGz*~&F^ziD?=_r%HE_EiY^%1riCF&T=yvX@%Y05xwB!im%-g=UT*k>fT!_ruOv>*! zzgvo1)|m}uFL5g(J1cb*taFgCZ0 z`|vO`M1%#gjyOv4OW2}!oh%!aa~kiChlLRm>fLUu`J zLUtlT!w98hM7povIp=l1?*Ehf>Hj=AuhU6>zwh_+d5`P5-q)MMM_Jw1SLxc;Rh+qJ zM}KNxa63`OFtG>liHczrsvb=9ef{aG?tAh0o^K0oI)wGjL;cYxHc$HYG%`Ll_O(<_ z+C)u9Fk=@f%;1~=oS}DLIlJCIb=hgR({O`mDWi#QJ_Zayye_y zTD=DSzvD;YdTJ7PUfk~LZtkIR&C-@Zo~v@iO(>`wle<+6G^0L4IV z3AB7}QB7_W@@+JDv(=I$z@Z}Eziy~euc{ws-Zy1gMVkP+TgIuItvbfe@&aS`(6J4K z*Xvo2a~m+Mj|XXNU7dmR`r~46NHhyHy((J5O`(vSpzk zfq>8HES{l#-7dg*OkthkF)~Z{HdC7bKtB?#XLd`=TkAb&@Oxl`Zu8*mt#gJ4 z?kTMP^3yD7=x;IbhK-CObl-@^Kz2>UyUU9kzQlJmC)qfKRIJg^sc`g_X6v(n2=y31g0^0LQ*T*KA1zSX(!m7vzseWm!&YWZ76sZ2B`2qSJo2sJ zgEm1afMJ@>T}c^kcYm1P%iaHMb1@mT)5SwVXQo^Iy$A@(KZ-D%e!yG;DS^oyRNQ8o=3PUG?@p1DR*dJ0I;p*P;_NtLeR_XkUul+%CBE%b;tFw zE%`xA+)8?2Jrc(e<-uQ3p5OYJRZLjLj3}QyQc@*1xdk{OkqK_;E^6wI-i{wakMHy=X7TUKtfAKkHdL%cyZ=+XRJ7%upd*ZcPl565J zGectg$RDLojP>59vm&SUOrLR_u0og@*jm}z0pod*#f1oPE^FMGwXvv z*RIt*dGf@_xQyuU3DgJ1!7v{4DlD~k5_~8(0fp-Mifh<>ly{Ntc8>{`(xhrQnESpV z1bZK}XBye<99J51>jjp}P5cfh1^khHJP5e5K@vIhT^sv%Vk+@sdh$IENys?JU<1;QZ*Slm-XFX-fIUW*2?+`cP82kQDS4c+7J8O4 zw3%Tb&X+N#E=}Z&nsoN(Jd65>7{HO30Iu4fDEYJ-T#5m;Rp$eV~UuNC{K zDx0L8{qD@!C9_=yH)32D=*UAizG2WBNQ0>c0gyrDXC6!!J<2JWOjiDcYl5Weh+M2@ z_KSn`Y;2U$w3gKApxA^b)i`EstBP(c^Zr98)u+!>EC0ecD|rf|N=1bhHEx#&pNuC3 zW0;z!9Cd3wMF3%|wkhBcSL|F;rd6&j1y;^vFb2P#h-D~n9!%)U%Ijj<87u&VZ^d>q zn9HSCy(Ws?r!m$^GoO}j4r%bA%^Z+F;7J0>NlRx`S>n&or*umO2bOKiFrEdR%hKyl zJO>~@VJgidO>m+L_)|pHAM>!+F=Sb-LjfZ|e|C4iMiU3_BU0k&HOjCTAgp~}}IXG?C;ih@rc4!ye;Y;M=8m>aE zzUo|WDP5{Gb-TfCZ=YrK;>sXOtcYLd*S*}myjB5oyx9JE%Hig3hL^R6E)0oOk;;m> zJ2n(YLA`|i!d_J@sp)MHV-Wn#r8f%|AoZzt{ptxUdd~HALGuHG8;kWV;*Z|H7mUX$ z6B`IlW@TUxUpf?9HB^hNgUQtU*dtA!LxqJVeT@W5nwRiF?K*v@mrRenK7&U8rtbwH zeb?R{BNi9__51f1N%iuIA9=Y}xe7CfMEdvt{dNCeD<$8(uYM@&J``nSNw0wltOc@|32!!HCam&+sRrDg8kuH+N#-Z|LODI;cKUWkOM<@_iIg~D$lZ*@ z#IQusj?wnJm{WTqW8F%!GnRh!fytLiGU^<-~frQc%bqGArqn%djWGyH&6w;*$Y;R{_4F(Yvo zF;x{IM#ni5y0s0LYuu0?#9UILcwfI0Igjdxxwd#;j?p919|d{e-NpC)dYrqC&_vKgIntig(NX)R@kw=0o)z<<;Nw>%**!6l zlCdM%v>oE3{WDAU*vv~2!zKD)H7!fEH>#BdZd9oW8DDQqcM(pBHO?f^2+ePH)^MK( zr9N=va$D8-sde=!v?6x0Ve%tZL~D@74u0lMzAI%%OwR5_JI8W0efbFlwSX2&!OcRY zOlw4<_p?O|_W4(L2A!-Hi?oj7NRzO$AI$eQ2<7PaU>e;1^-##g3O^$5-89x9{~}5F znPf9+WBZrkPqmzm#7`AzW!yMY8u#ol3HB9HblYyrlKYM_qu9r$a%po~@RjD5!t0_+ z>D)@@ZfgTS_=OPk4!9&vvPVt;L>DN1$%BDU)?ry}yL21s0*$S%T*sV~1T7!F&*-Qb zb;q8dpRa{)iMw^@?`iGm$Y0ld&3)|ZO`Ut%y1FQUtLo}ZR@+g>p!v{nHB)xpM9PGQ zMP1kBs2`taA$e+o9kDUNNJqGL@V}1`?rFIJnkc_OI=%8wgaj`kVZ3OxM<24*eg0PK%K60uw;u<`u1j|A)>%fcob`$rB{?!NIy){~r~E zz(q`jyzlbjZU)eA1`j4tMF&B92&9I@A*%?sG?%z!UZP zg&F7&46XceK#~6ylMm1(r=|Jyv;rno%4Q9a38V!F_aEg87ipg5nG^!aHMs9-FAf5V z>mm27_KWSb%4?F-fC%Hy~OmOVQ5*0hlng|I9Fcwkx#+hF)O!1$WWvy@Nz4X!{fQ zz1~NewMhLiCQzAOY7F}K;`&e50{{p3Ezhib7C*c>d>6U`M0e=5 zvPod~+tDt*ft6uP&7Acq|F&n31N3M+MX z|55#yPw4=z48~WR_nV(f6ASCzUHvhAf+DC2TY?lnk>b_QrZ^`RAx3ONSwj$tKn?=F zz-w`oVc2@G?`ax${#EA1R?UhL46;gn#o&oYXem6g!o;o0&Bg2;1+?&$i`*8D8z z>`1=ndkBnRLn7afJ%;XP}zeE1c3F#52#lrResh0U0oU zVjTb`4NVZLyyj2$2l&Os^%|))5O4bM_EG&))xd^w9m)dnXe>$qhb0 zBEK#YDnV*B18UFi>22vJmk%NCVZKhO%>G!u2hW5afga%DdC6QquJ&NG6@mq~Tnf*T zCk_%nh9FmZ#SbMsN5mk$l@Y@ToDgzUf>E;Zz512YK+w#aeZMxqDd!Ou8A)gpOzos{ z7<0^p%(l4h+<(0x=SAfbgP$y1XE+T};N=xD&31w!Li6z3-`PsnN1APJtj;m$dOd2e z>HvI;vHPu)e+mLhF zlTqPf3VJe<{^ljs8=Y6R)cZW67{B$`5eQX>JQW&RHmMwBAD~|ON7;4G`Ev9EuIWF` zr-odJ9bJTBfjIY#D+mF8-uD&I&99K2p&jxZQ@YDfHW~;nJ5Ml)FbNdi`R~uWrqK#4 zeGcJbI6gRaxJr_4AE(i6`#40jyWd}Brs8!Fw5+GcvA6+NEy#%w3=l;3Z}c48i1MSG znu3lno>OJ6hFd>hra zm*}Yl0@t5-uMB!2i@$AQ5fL5?(e)gSAPQory=uPbNcZC0NZZ!^F_mEeE%^(r>@Ryx zb>S-#V}ShU2aEany$gxh*ARV7bz_wvsC1GT0~p}K0_UPB1a7x(TcOTeM%AqX6IM31 zB92`XLkMDe?p;{dnw7OUB?&oOw&Csi@%hCMb&O;RSh={eMH^-a{Z)|?V!?>5p>{5+ zeR%X4?T$yRHTaG2^bKq1m?Yu*XBy+A#=PW=(HY7sprR^|9CYx@GE3|wJFIP9I`_3*5st z+5I~6Z0{!c=rat`tDSf%>G$t1-5L^W6@ynHzZx>|ftY6)k=`q)!*c`a@}6JvY&7Iy zGsYHBtKm2*+rA_!=J%}MLQun>ul@RUN>|s&%HD4asxPOalM@I9(UMb$FpAmv|70-a zS#*e|W9(UM5p~zq5liP6@YV6Jf~?Nm`X1HwLS%3z^9K#UZ^~+&vg^Wir1gPYiqE+@ z|J8At1|n0HOO&%Ft_5*V?gYQLkUcyXS2OrEiwA(!QZ+D%s+@HBQxf9N36e;_nXxcuRuq#mYAVOA!9C&NH&fA5KYnjk2%^ zA^r2`PqC9Lk@y1iM()lxN{-!|0*slnxX9JRxOcDe&c^xGDro9}NXS1pukOqL_RhZ-AidX``znMZELe<8yk)*5wC{s$xQn@^Z%0SR?aMcVj7#o5d-)2`;4$VYDBK)r zt%8AhTVG!~95aG3GK!!x3vTbuz)L~QGF5mO!PDRx=73PT#R&)osw$u&y%wF8KvG0P z8>Xq!3HsIRENCL5ENRzYSyO~ZSoOz$arCK$o;-9-U6ufkTCY;7v~_oX1_oaA5Dj!S zA!(>~s#r*W*>Ksx-XgZ42_(H{u<##lhB26acCrKGNl-m5i;=T83Zc;EgdMfLnC?=9 zXrrF&vh(zpUHj-u>N$p08E_UKSQ(oksn)~TBPe}#m<^pu&~!K}?r^03&7UJM=sfM* zC2wx*>kEUwdnI7%$*<%-s?#lKNaU2u%kXLRm*?L{yehD5*I6OV7oqIuY&S6h4Yt@V z zmP7Y+?;~;O79(MNzJ?R~J-_zNgIK~4xcw}N%kY06%_o#=@YbA%w$u1N|NBN);JYhB zCO{j8jCzj~IEzf$R`Rz_nr3DhCVL~o!bHf|#hE!hL_`&;D;NpZA963X-tGOL& zWOT;&9V6XL16))u{KA-1m*A-eR6yXklc8_JU4pCZWTW}|-k3M=`digYN=u6UD*eA+lFIlylz?MO$Ov`w$9TD1|b4%r3l8C(AzV7@5WDGn@#o+dTFkBTxv2CynRl z=RefF6JnwSBR5!e3=Itd=+7<5)$73UH&)07>gaTV#W;*UA95CCXH|ipOQ=IyC}YcR zN<^3Rqn4~e8w&9sp|wNvddmI2#fBUdqsI0HZI*MYVu^;*<8vM-$YrBSEQ zSfVI?P_s9m$o~~=eVfxvE+5dWiO{Wf9VCDB{P&0@VHq>nizL2^-AoE}CtbA3zvpQ< zqQzt&(U^$$!4=a?A-`||IwU||XZNR^1jp0d=A}&P zDuQ`cxN3jUPw~-yCa)J|Bd@)ik`g8}8*U5}jt_h}?{T`RRkvW@>3H2~Gp?IYU|sk&$oQc5w=TQ+zt{+@BE zV*^Yde=6^K49dogeYIgj2C3j&SY(_wpC2Ng)Cr`f(I?8QOa3m?KjdEitd=)&E|6CY zP)OY48NJ{Ea1p{E3Ho7Fv;3S4d3sU1Znv|4-!$mSPU8 z^D3O1-$oZTNLSe2Vwdx9K)Ls0h|R!=`dFO+!AWi}YLmob0fMO1Q&5z*j}=b)DP5d` zkK=Fhw%49AvktPZ^Kf*pWe9M}6O3wM5u@}Mmy(jY%~hYST5gf(MnqC$fA=I|6Zpd3 zAZqdte}Deuohbc#X>rA#mjFhE?)HH~6pCQk9`LjebG$=0Olh`J0zD#l`#ieNnr)l6 zJ#jg_^?}*&#Jtd3-uia7SFeYU^9atkWAqOB`pxYJUX;W|xZ7ViR&F9(XmsON!RVIJ zp6a<4T4#t=5y~kz9)Z`6c`e?waamhBJE=9A(7enDK0R?WK*V|=<|1`HR;ArBxyXMU z(xi^Q6A3`BzZl3HS_J#S;% zr#|$YU2NxcIjVVwGoGo&+`!H+o8R{b^=YC zC$`i{PEXGfM9?bTXgr=+)+{6HtNZ;-$G+fb2e+x@T%DoM3ttz(7Fyi3 z;ObYW4+sTKVJ4<8EqPq5UkC_dPvZH(1)ZW~Fp*KbILg^D=_)3A@)@fac^i~BKQrFl z723{_SSw=~C&Kw>Axw6qSM3!5oQ@6FbTp|=n_oFDr^Pk;YEIPP9!hzVI?l4UK-k zRqdWER_c+7Ynrm>z0SF`gP`qmr)*XEwN&%bP`BZfA)gE;S;RPL7{^K!AMxoYX7Y=Q zMrS=k2LAyHxVWToA#sw&Yr};Lk`mP|(Q~y@7I!`G&HA-@DAmVoa$|sDvwCT zonf+Y*W;=`NRu>2BpR~JLK1yIDi17s!*9F24q<{+Qf-6|7^%#ia;c2(;KsL>cn}sR zI6E)zbjpA(t55oK8}m&qW+D4C($dnf6dHyaZ-}53It6-m3);thRMYrK8XQxpV^#OnyjgAmhcaOLE4{ucfcCg_)HkFYMtQ5<2LQb zmZDqVrlb1cyhwk-{?E2yUPs;jwUBO(W2$(Jn^;lPa)Wt@?C~+>QG))zNNA-~<8HX7 zcnQm;hRVH{XBxi0_;j>4>j^La%bU5*k++&}zM3Z3jFOR~R+~`?ZHsz!M>#-#lG-{y z+$MLOGUoI%hgVbAok;_!VJjb(PITWOl>Exz`3sh@*FB z%dnS8O~**e12|s<4>b%7DcAq;oMQeHSl;6nK5?w43D&Q zlF(_kpYl=d`6c!OCeqf4_sG8QKYcub{cuc+>$iPU?wO36xS zzV3-crFlE)CM$i~Fpy8&*^?A6PB=LgolQHZhl8;)G)8*?ZH(gF++>u`DF(11^M5Ys z?9erM!{Yq?DIOV_0gd;SyMIRU^?Ipp{iq{nxe@b|^i_L2haCNRiEM$55z8y{lNyyD z@|K-CZ#RK?6yy988>oFao7#eyL#=B23UUb>6BWxr5goY+ z9p1zbbHm22d5TcJY1Lc)&PZGLwJh>aBeI1n-Hf0JHP!4DyD)_V{X(sG%77ie&!#QS zP@~pTFtyUr*Dv%FA4+0#D_~>p5j!|Zm208m^6k3wE@gJQAht%qzjqRS4ZyZra-SWx z_>gr%`IR?1{9;R<=M2i%e%R8w`~P#Im(cX0l>EEjddLC?5Se?9{fbv#>Cg4j27-(u z`U&_DOB{%0XlWk_`PFjv)og<;b?PeHrQ1CW3h#%k?3kZU)C6%SS0vd&1_1={i1bRl3wiC0d)0G4NlU(ZnfIk`gWIr^C?7p4D9Jm+$2 zXz+!hB2`xwN$U^I1!le%hdHy8ivLcvMU>UPA$0P^r787-r+YX?p84=Y|Be)a8dv@!a0oV^-mC^cPT5tPR48>nI(RN54 zOC(n6yk|b=?*E=mW(~aaPc#%e`x*tU415UEgq9^2akpOH#nbYGM|gNtQcuVRnyGK= z*X0Eriu&UH6?%VUUg7uf9uZwSLaJcl+ta)Q^#9t<7UTY%1@Z8iHkI~%DI z6cm)Y4ESEeupp|mVXRWo<+=-viz(<%Bi172VIvNpcS?;vp%yJK-((MML;i+W4O-46 z$2`oSf!P~w53|TUycf`yDQVx{D(7|W$M%g}N|a*RCfU_c;7xzSPP7*~$RYkL(6A;>Yle_Noe zMR_9rUHtN^H>s*$dHXqDj{aA^$3fB)e-nE<^C-o(;;Vy*mv&v4f18qX%KPZ|OM9E> zrB~en$y#jmC-s zjE`~DrzM^q7T*M@V!$KD;7G8&cjJ&EH);^ge$ent%NZa-utc=*yMl(Ay_bn6D4X1h zD{bRQ?9@avwhH4`!ug_Xp~eUfh-Er`9yv3TwKL6wG7=Ig$vO|f5>rY8Sctz2YI z(7zooS41%TV+HkdQ3K3>Ggad@j9cDl3~;0sbOjxhKpnhW{G8*+faY%?nXYF)ExRD? z)*tV%7F9nzR+VG5xn*%s5&HTsU*?U{f-AlbGXRkDm3jsQ^QHYk)jjtU34NiDKt@W+ z=kMRSQBub&>Q7vzwWgnApxAJWXzW46KkMt=gTmsGh^_Fq$=+Cj|Gp;Li2yLd7SR+O z{Gn0HtImbj5cx8<_ur-D>+YHTVO~{C;;wxf_hDi33;DzZwvbQ}R%Ej6S)?KfVEU-$ z;|edGZr0&{p~dIQZFdEdWpe~IyE|Bx#ei|XIz7IsCnh6f_$(+*XB^wo#y@wb9^t4* zYf9SFp*_|)SDM3J6gpGIF6`oG`bPm7=X-T$$9WF~^MFmq&X zK(PPeUzC$6OgkzxcP0V4_PJq^8lX~ma2y&NFZvG3u zy}Ko{&sEP>sIBhz98>4N(}3wQSN-IqXA=_y=jb?IbmYGpGOSad&yNxB;^_C%D-D ztbf0sJLU<#n5VwsTk|(w<4n7KiVE3pMf}@eUeoctGyZ#ue4cd@7u5=;KTj)(%e;pLU8BF^=9K#D_R0iXfV^lLOJl|Uarva+73KYs7XK!S}il@7q6qgvlDJ6i5Z!J=LX0w1S~jdaB_ zOH=9i%A`4um{<%);*Sm-DDpL+76)@4Hz@1xhd^Uq)1=aC+n5OrLmxzJH^eJ^#vg9j^I zO8`~nGT0}N>4;%mqmeX0XzkfOmH%lMxs+8NJws8hTomB2$vLS~yF21@aGk_q1)Fw9~fEdul)Lgm0yvi@Pmsj0c**p>P zwBO;$vh?HmSNif+PxyH-vB>986~JlEmg%()uxbAHP~efD2Sr6iCnqOw#66B7h$Iz? z{^a!-jEAO1RY#g~{oU;+LKu4K2^jPZT^4%yB1XK!B-v^V*pw#&_*zlgdacozZNJ#J zTAq0hC;C(2DU^J8_J!sf^mQ1QG|p>hfc^RVS8vUg<@T=)V4B~+0OJ!=CSfML?Kn{$ zN|%3_E*cmvKUTM#ZfohxT=^8=l_sv>yDO|XZ9G&g?MV9GQleYqOommqZmoH zuQ&AoD=`SH=RQjov=1vM7Y8S{f7=MoTq|KR)>Bg>ZWsMDm|@Q4RSg0_eR?j2$D`rl zoZRFPStwatFw)V*?0VRw#6%K#SWzmeCCK+=C(9AmMWABvAHTP-*@BxTk0Gf=c&FiZ zAv1cqgBVh&YkO1jyvzB;uc4|_pZF6J_i4tl+1Zf0bXCQ3F%3e;zcUWc9NaHEbzcN< zs6G3YftM^8Lhad9d;^sn>0f3gCkRoz_U&iXNv+>KVVpZV{mYB#HaA_y6Bd>MOM{Tl3m@DkdY+xX z(NbvKkaGH+VL*rJ$!f^Dv=iEEWfwFfY831?GC@yW{6v3V$TFMN0|T75 zTb|XU511(CzmrwcFmW#WNV9X6YvpBHG0uC6bhNaE{%)#AuilE^<*7x5RD3fKI z#HSH=tbY1@^ws=@os zkC@3+tu7A0zs zb90SU$y%l4XZ;iEF<}eQwnzsPt1rx%U6pNgUYGL9OjRO$di}emHHBV9ghu<~ zP*LufL)gDpN4{!|-H>lw&gH`Q{Qnh*I*^vsD+mgP+h{Hsbar&Sw6FSY)YIJtG5Y+; zw)_w3KQ_E%Z`Pd%ccBtQh$;VY?#|iQ|IVKy?3Q^++#hfNa7*02Pj_k93H#5}e79Fv zA_zlc`+tJc+mnvcXi!f=*Un_0TtZgwo_^yHf!3f z<9g}RLBXgQ!=Bk+#Y8e=m?ZPg-v6G8#&pN^&Pb{SvZ z-nZFoxUXBhj1=S12?)@5XE?j4VZtW5y27QOuZuh-Bq`wUoRY!(VrkUrELmS#N=uiS zbXDO6H-$-sHv$3zQ@cdp^x~bdPc8 z4SZwWKZFua{fDu<@H!Bbm^Q|jgZJyk_`j*y?-Cx# zkG=U=!l;O_e!XgK+V^9??3XWXO3cNX9wl4FuVM;I6o(fv;Nfl(^7+##_gI_5^51yT zBqCcGT7~#&)?|+V&T_oDmMi?_ONa&N`Y=j^kM)($K64vyJvucbPqVO$S?5<=^l!x+ zc`W*;&3vrB80NUxPMRrS*H>IM`F7(cV1pQO&rnjPczX+{M?G}ns$S=OKOKGqA*cOM zVWB`F-R!;wJZBg9nqsYoSv{#E!+ zP8%~_=CD!IyD6eXA1B0gB8g8Yb@KX|7;?&i0^eIaJvVO#6S2pn&{JwN7Pu4<=aPmp z*`)SmhVkiXyHJUK49K2!eBtK{{H^k#Q1^E_iHbuF&OQsCZ+jKX1^a(sZAyl(Lzufl@c`S3Xhsl^KSvs;-8Iuyg1=~5yA z?9@4=##&Sreemk+8b9s>H|4QxjZuaxC?yBY0{=k-fUY2>4&!-_q!jaR3Wc|tO>7AA zX2bDM=ht`ij{AH0VkHsC+2YP4#fRv~yAJtYYr234bGvpT{ISA}(uVXXQ`kbxL9^UT zbqaqBha3G}Rav#<@>k27ul!2cY!A#5^dY30nQ9iN=; z)`N=Ov0;%$nak&gfAl}Hk@Unwy3$$&_nELmw|ic`)M9zjw$y?}Ppd41U2_L1&x>pt zU+m8#EB*+5xh*@`m#H>v9_)D(0V1o9#L=^|TTZIo?T%yb3nMYp?58~Mli#2)A7q(_ z6z?@l_Y{kyRD^PC4x%lWoyN(XL8nMCQ6FT^cPE)6|m+%byxL2n&Z0mIME zGQvo{K9k19WU>HM!>eX@-W^tYPr%f5iOBkoI7B>K(x=pKybh@1OY#O>25xRh^X=uqW188=Cgd?HqQ z2=3(TOwKEnfJ@`mdOm-_GI`Ay;&%LgtLR|hlFDT8S4_uNDvxeo*I`AGv#(`KxOUh5J1;oJNWmxaNeODm;GA2s!F!x~pG1Aa{&iJxwRc*sDkQC= z4~@*E0&^T-AKju**dC8P@Keu^NT0Xf{f9HI6zD*OaQ=b9a0&GA{L)c30F$dhq;cmN zl(=s|F-=dxej(5D{Oo6Pa&ona+yCgz4Zw!dxB3c|SIr-ys+UpMKY6m5E;n`BK3m>f z`;s+COoACndwjktz1O|I@@ram6j(>eyWIt4DN7A^FnDWcXFrs4QjO*^iue|T3JiqT zUj&bI@F>mOBLuQc`TCiiU(Q4JSsKl$SOyLKkc@8^H2T*hhjgnQj~zP(VOZOo1+NDK zs2rneemcLX$0z8Sj#gx6N5TeO!%QdY;4kmOGa>~If`eWMEJfqXq8}f;<9y!bXt5Qj z<**GUY`jlyHM!}s-Gw=@zL^Za#4I{GI)W8Ny=xhXDq#Cu9wrKzU}Z`61M0J(VNc~m z*o3v|j+?t<^~vh-q9Oz7;zA<~)1@9{|BiNlK=0$}`D5o-Ew*P}|Gtmvr+B_=Q$2)M zjl}Nj(YOWRqq)iD9Sg3$BNZqOJ-WXwEs2*b6ln;E<&qjZ$HWb@I2Ri1{wCk&)YJC# z{6D88mu)PMq{uY>9x^1tF}&k-W6(zMY*|!<6u6Dm=$g6>;Z5IJ1 zcDw8k`<$*zZPLL_AtmfJi8pUl{0PUCfUB~z9_qGQIkbvON@v8WnZ-z{yE;gBNKTQo z3+qI#e|yE>mAvT1#Ck zjDkfrcte}WZ)Z02mUbiMOzHEY6H_v6q>b&6Pl71e8w4zDmAb0&n+zAnB|EnI8) zbp%nonkt7XiyhNVzleL>GvJ4g8K1GiH4TeV3yPj&pL#I?^SYE4ivTA=>N1k zMW3{J?H1V=8M|6~D>8OgBO1AfYJXr;JOYnQfu|L5uI(Pf&e5D-G}e@ifWVF&_0Bk~JOA~G54Uq>FZmx=42%H5lBx#+%j zMjaVl*#51fmq#NHUGBTfb8BUU&{SvJz6Vq4sTDdB*}v;Ao!&D@$Oc+9aQ*#S=;}G@ z))7rUKEF;dR@*pE6?@puB`DTM<`3UeX{)3-T3KA0Dz!rO=)KVY+MfLg3dTe!nIKAH z>$S~0V0x9{t5j7)63~17`}4>PDu0=GvJPKN8+f}339FQKj!=%;D~}Bs+C$eTse{`88d;vyiQ}cHwzOY0$iTcc?hCb9{x*%}-((SKdVTcu!sB_fX z&|QM*cH^Ot;T$p}@{07)rBSJ(A?l%8J4D4^7jMU;lV z+I^Gqo+WKkocLc;K5KfM{#f5z3SOE3T&Frpeyl_V1?IgE)qRfEr5j%%&IMHP0ufmI z%+3KRuGq+5l|70OJUm)T_-1$NJM2 z1fc6&#ij0qr37~v_l>$D>H#o1)ZPru*4xaZ`1Kck{A#VrO{pNnH1&LVwCk$6vH}xZ zjMOnaDuP?!r1vI#Rp2-Fs5C$6`5bw_hc}lb_3dNG8NjG(4)@ zjci*{q_r2MZetQ|S@a*5cl*edhrq|5bg&A?k8oPK4x~i~uc}B-|Nb49!B&8c7f8#5 zJUTUnb!`40CaFk$BC{T3DA>fY$$1FO3>6!{aed@*dg0xZ?_y7ch=Wyr3{==QhhPf5 zNS}26%DL*~_5{bH|=8+3SQTylc z+YTK+4)ozq-4SEL599x?mV)~5_2;3Xtc$hK>Uh{HU^Rm9!=6&MV^?#UnwmU(GYNlh zu?=UzHL~{MLt*hJ&;p+UQ#5gbBji8-266B+0byaNJCZnk2}&6je_U#C+`Lt&p5>3u zIO+g6ypQ?_X{Sz}7r*(|9caQI@Rvx<6=W*jg4dD&AK$Ct`Tu>V@>Cp1akKK9H_~1} z`wWDVa`$fRP&=A(tW`)i2cI9aVs-L&$_l`az$B?mKOCRKArRbKbaN4|A&Qk2q9LSi znrRn(!nee)q{B&82H*iNAvj-wm%-wM?JwyzZZJ4QWGd6Y`%MnzLc6z!7=B=1EF_%z z2!l{HRGb|m``^?0zw}=rG#&7Fg1R{nE~ci!>b7YG1qC3d@YD~4A`&cbum1Nm{P(LK zr=Lg`2mqT}rXS@9(I?B^y#r|f;WtD$D?#=08nmD92kl@FEJ2Hf>`}nVgh@1XDvx#nKyxlHD>C|#1)-#^HpisN~F@~=kH&ix}P@SZ`Xk*aJztfJ#*0> zw*b3ny3|E<&#@NvTx#eWrbN|}CdQ1jed!^4;%P!v~*Rxd*Z;Pe@`*`UhpISqGMij z^b+>~DZw+#INNFKh2e8M_M^FhKS^WX+==9QGC+kTOt;V( z%1JAhl)HCh+*wqSGM|Y~=yxc6Tt}kEgLzdv8Hu5wK(XKWZei}R->`=vHGYNc>s8CMjDIf!;X}417wwWj_Ns*D=8}hD z;m;pbvI=9*ulw%&alRiA5es~$;z342!WD)FMf$G?9HVwkJolW{|1etRdNxp`mBdxf z1*C$*{UbC?I!=6$l}uJ4`6Eo^$HKkn;qN@?o2L0coj$qJPf@thnZ)n@9G~6(P(pq* z4CK#RKxd4P36D{iGrlJd@P^dXfPkh63V@BX*A>{_ao)f19|xz~a$pdeuCJGsoL#j+ z$fEF$DBf9}KWk3k6|#3R;v2;!2i(Bb3m{1Pc39T%;sFB}v!6ol^9)UxeM5xg|bh!ux2>{+L)zsE}7 z{hf#E_-me^fIv8a|7%nEW7UKhxh#Y>WyG> zw~H6-H`0pr~!9o0EhmyAsw&2b3a7iyp7}(XYkbAKSv`$eQHZc?%O; zqW43ubI7{f+<@kwSG(qA7}tbVj>@hWe$TVj;B4ye!7k}bF}bPx;;6I$c6*OI*8`BPvSf2h3MsHtY z@vK;SLXW!v;TfxB9aY)Rp@*G+3RL9$yFE-gg~21tIq3~or-_5GAfW)IQm$_QLNYB|bola>k^TgLMnla&=`Ul1(22OKU(+t)?-7I@4&%HVRZ<~>g4ZH5S3G6nx*HJGDH^P>%3ocMHIh?=qY=w-y z_Ti(=?M=_ZEuJ}tT+DzDP>{R zAy-iR3_Vsw9{~GwH3}Lw6;oWu!fB+Ts$Xh#u`H@^nx>!FuGjJ48ZOl17=DNin5u{A z$P!K@F6;kyq6`(dR)eweQ~n4C<6|WA%jg<@?(ljYO|+YcUwL;<-(n~iOR9RVKA8IY{S;U3?m&+H@Iti4 zyc&EJp6fP7>ff415v%$PX&_+U?}3$PpHJU{DXJpr0DIR zM8p@gav+5AYE#K|V8?vH{IJ)b1Y1KFB*-q;10GD3m|CGIFv>~bnkc2x%mTPE_`E`V zTOy3b=muPX=Y>>T6LJRT14LkU1N&gekGW-CaLHE@bwO>%mPH)dk2zSvARolaty{gg zC6IRknTXJKs1X(x&R^41S2yTGMm4ARPsXr^%PowvRN?G(wOkcnSVlL7-4NA~eH-`z z5Zy#B*sNqmHhYFr9;w)NG~`huMzhYTM~2=jM;m~~^7iEe5#}N42%LLQgK+D|);wBn z<;TLYkBQ&+`V$-ttY)pMiVpJf1~+wnbMx8{MWVV}PCVCvHy-=y!!jeULy$h?~GLixFTpVp}$zRrHvhp4H`IQc^!CXupQ3 ze=&?0I^&D%wdUl6h2h<25KfjDB*5r|4 zTSo`QbBP5mXub7be6)Qo`|TQ`!9gJ;|AFc+O|;OG+MUA}S?ukZ%+N}p+=$yQkku{} z*O>oc!fuRCN9}F@2D8UNFOk)MO*lVq@>5gW4lJ^%`ZpwjZ7?-69rNw z9J!-&!KRN=y^yks^W7NXNJKv(bW`&2uZ!=%^~rMcgk_@OA?FSx<_xv>YouBoHBsVp zVZkY=U;pRUdGv40!YiY59oO`B=bYxEDWMYdyp@%uOFP+&u~@QSiCLY~1mSTk!zO6r zu7=T&U9YQ>xi>>6J&+^H&EP+F6{mH!sq;;oaXkm~2JRb{K2Up6ToPmYh*F~}F~eO* z`y?W0z0XotSzj-iTFXNbw=l=pW4Fc^`DG635)|7Q*?8p^)~k2&WF3%m5ZXPxE7eLN zn6o55k^Uj{N3{}HEa}UQ0_O#SU>k#eX%KAx;?A_Fa#4LwCAfj$p}|_^{mtZ0>qnSE zyL3a~c&IKoE0^O;$WZjs`^rcquvBNO%nMPC`&U|0q?A-VmLhkxE?UG^$|~2vi0sUl zFOL0~BrFYzJ!n~c7?H*Mr*4H2Qp|`7y{TQ&m--<9OZxm#Y z5jQ4YMa2&)H-hy)d>C>lC@g$|VQZsSk&8ar`xQ(57k?wepU6dl>#ctymMxIylDL_p z)Rj?Y_;+)5d*`O7r{DX_{uO8A2j)soN@g5#rfv8AOh-zvq(t`^91C6(ku-I}8%!OF za~)1tETrn%2pBtCkkYn^O-$sTps4o9yoAl3yXSvs1qM-7(J8!BX|dtH_zrR2fz>WP z|IR0S%s~!j^#oNni&kNV|E#vdFA}YOpT8r!&;vLlcfpGMAxgQ7CqKwn|E^ z<#SH@)LA!iamjqq`VjO_T3RQ*Y8NIdTv951vzwMyQz<3j(gOBKJ-3A>x_d%Jx`&VTurW02#rg_X+#~u3}_tn^~#eGJo#QdL5iw-`^GaY0C3_L*?yNCth}_l*U!Y zb>H>-4D4Y}vs-PHJhVsqGC zoMZd+)~*Ma1FY%3HBXmfY>?l^5(uS^Lv_%f0~L`Q51qwo(L`J|+QAi#Rq9CQdl zRn(K>0%Yu-wgjZUevLI1-T;%olN8@>uRWkuKBgn|Yj@F-CuMo*Ixlgh!ySe}DY-8NvPHfwy_tk4MC_2fLvkm=UiVbZ`A!1$|Hx|03O5yl%#Z z?pe4EmRej{5ym z{J-N^0&CVi)rx@iUHiqpb$fYvxqt3&C9nIAvp_j0j%^E$88km+WK{ZM3pkX`DaCCO z4wdV(eNM`zA-ica&g`t((>Wa2_H{J&nkvyLuOm@M&lyQGanI;ENt>LEzK#(FDijKq z^3~5NM-mF+yy&KodG4#=WH@&~#o8`@^mEr{qZ)MoZ@W%{jH4~@yX@wmkg@^0wbsz5 zNV++jo8EZhnPk$j;hZ-(Di1M#w;_|Vja%p7+*V9y-@KZ5mh{gctdo~GHd(GQPsa!r zhP5bn-QTwEd4dHnL$%dY^9?x7iPJ_PG)SU*sVnR>) zy|bUM2E16P>T6i1Ai52oBYFV9zIm_U*)4&9daY;@`aeXIuv@bpe#1}#_p?Q}$Mb`W zOh#7o{0$jlh+(4^!?RHGL3WA{M$yf>7^4p!fA%*kKmRtG)?YMa@G?zO2_JZVlpj}t7-e?TAp2~Ujy z^TM_4!SMG-{RXCky%YKpDwE_$PjXL+@)H6};)sI$%{u-EQdYHX%6K)<^#_7ciylW1v^hYdt{#@?{lU*b(l99B1C{X1?xaq}q zo$fEd*SPgUp|cYD+2FQ^;G45_+FpQLXko=~t#!dP&TAtAl3^p}LEc@Lhl`iB5_Zp! zu*$!+HrUr@VDyD&I&io#+|`x86Oq;TIWZv%G8Lby;T$3Od~ipvV~}z!d4u;43po@;p~>k{blZvW z#tw%=B-!_j>Yr24ah870y8Dp0gvD;vtUFhWoMw6VvzW$q`Nk5CD$LW4i`HLD+Od}; z`5z+$w9L@nTHP323^B6&eBzBMcqvQE%P>|v{mk66*f?p=EFJeQv?cMtTZ+||4n6+q zf*NGVtVLBjBy0Rkf8nv+2h?EN@xn0{9dgozx07fTTipwbyWI_cavUKFfWxFdbQu(( z>VGp_>@YbqTi*E%tn!V3S+VMhJ@(+-%da3!%DsiECFWAa1Yz-~{kxl-OuWNVddJ)y z2{&*y6HG&H)qcQ2crvfMG^l;R*Q~I`4j!w!a`q3(@qWnHS@MgPgA35^0?!EtN!LDV zYgH$UlFz#@sBS2Pd=x*SpoI`n2Gp!PwIdyZ}A2lppVQ!R3Q>AMAyIgrq9_( zN`4*tJ#oP!9()`wlWh?!mdg9IFpcq%2UeY3Z?5^!E4<5p=&KugX)!lMA#n9r}_L|8YRHX>FVC5 z3x~P9xY^23tgV(C)XUqx(+Q!?E`9X#KHcIAMn%8*{CZ-?`_sGO^yAdlcGA5@e)reo zj1-w%O10xKf4+jTD5a}b4QjwOGxk?;wd~!359%(@;>Ex z0E}boRZm5H!A`+II%;t7P`n5jVwL+gm!z^yNga08hwYUQ=+RMoGO~QYbH9RuSIE65 z#Uyw4+f5K4Jj!t9cW|a%>J8?e<+);a3qBpj=WIpiJjqFI+WAulr>3W;1GDbEM`dUB zR3dsY%jH?Cn84Nj*B{#x?)uItcX%D7)v`GPB4 zEUc_UZ&q;CtU70q?IBg{5j}Eim}la;En}OO+4Xuqk)qry9K-{dXZ_R(oo;Y+cj*?5 zX~cH)168`!>uPFwqS~zJYB)o)bX-%=ED_m0r=D(>#r^gAB%oLTT{b^1`J)-zXiDCq z6&b((OBBe=0ghPbMBZZ45^HY@o*+SY3$0<46CH5)H`-c=QSH3Fu^8=>c|w%{x?IFM7dyAj`|?H$NzoUv;QQ=G$=D0dj3F# zJMM(@A&YPZianawdH3vhy0|i^s3;LNO^~uR*UC68P2Jq}cbPJm&i7W1?*SpO*}dr8 zg42kr+nKT1A_T~|2vjUYjDZ4L6nf8wLBo0*;M}eSbw0E{?`Q*le8QBTjmJkoQ80i} z%C?@T$%$uiO%ddq+I;upALSk&JC4c{sa?|->u=uuT3Eu^o3^c1@R2r08zcDemM3zC zL(3fcZ`xzVB&#=Epg?Kh1M;)GyStB1U3*Rk#uH_f18+SAf|tSoQ@C6Cu9{Sx(Wj)% zl$N*`{zKk3!w*(HbyTO5^YV5WN8dB@l>WPxlh9&ZAaaSr@aIg`4wF0#NB^aWHefRH zOzb3SZDQ-50;t)Gf?m0j8llDg{47u?i7(O4IA!Qr%>#xvqtnBt zoY*$GvkXUlkIuvlf2(RA7t~Jzt^DKE(VFy=cslRxxqDYfNtjxqt zKLUP^U!Wa)HGEanomYCDn7c=vhOS{rW9z{*Fy%kF=$_)GIA)B6EB`*Tb;)5X@BiO? z&emp|dkn6p#_x*!*TyDk?nm4+J{_X!s%Y96mb-zrB5& z(Iay3C#LMOV`VuOTcgMZ&ZeO?;Lr9!(;xb1;+5K}V3|YLVqkbiXx@&VDw>S-yW*GicgFlJ$+vl`O3gGVq zo;rQ{BL*4}*wJJpm!fITEYCAN=#ddb74zDlRo8EXSnv|dZKZ&0A4B>i%^r7?MV?k2N_d>A~$N9t@zE9JI(G+=-HZc#QcKy4-=C zU)s!yeIMB!RecpJGzo9T7cN{-R1CrONB8eQM<-6-;IP;&M1WcPX7< zYogMu4l@C7w8c2^4yJVnRMvWU;Y;UUxXVg?_8e%CR1t4-Y)8VEXtvY?KbWd(Kf%M9 z3I1?8W|02c?h~RbVnbCXSI>$~Z}VE<qHVze%yb@e5V zq{kI3K+M)CS$460XB?EwR~IKw5eg6I{EE@zCN*h1 zla!Wc=Yu~XIa4wJvNOf|9LxufTJQc3JM&2X)$f`L!hQDq63qT=FJ_x zF74N83#r<>pVQ`~H!*~2&Hafk14iw)?LUK-)PtIp9(e@F4NRJOs&}$v#Tw$%FFugzb+WyU0Jy*Hr2#O1Gn& zRZB##u=YSxT3k*cIxno<7DK<6&UYmKntrv*mO5_{MBem=h(L47NQvFqQ&)lgpYhG; z4y}@S^CUbhEZ+%8ahL8B(Ea${NS7I}>U#g%^(~P4;9wZrDpbHBZaE%R6}YwO9ne<# z#_}^Y6;&u$G3i&p76O%!!^Jt#b>Tggyo&6>5!oLrNmpY#Vmk(|w_+Sq5ltMq29Zw@ zP0x-~_RMzMjRUAxG;Jmcs2+3J=~9|>uCNf)Ezxn4B3$p{r}WH9>%S|oE}rBTYFV*8 zXZUF9^VL2+;;=16&C5g4XOuJgjGl?lL`_D?70+|IN-xc*dT_tqH!{9X1Cb$G^MlvF zxC+$NkKF?!!^ggfzSOUDQm(GYy!#3U;HgjGcABl8tf}JmT{}5K)e-JntE8>i zn^`(hKY3F+$!JyohE20Icjqlz`8ix$10f27diInqG`SNGa%u=i}B`zTB~1L0gJf z0J#IB_l6N2Oo)t4LdXlJJE0a;vmd~sh68pW>CDhVny!mbm*rkxA5XHFTDW*EtTMV-17DeJFiw&y4n+k4n#6k%H#*hv?6bd`3Im?u(J z2e-MeOQXjCGP*5fIgKg24ehr!qpAm42Yj>dKYyZ)wj(@DWgVNldq3s+eYT6s=Qo!| z!Osv75NNnW0|oVit7(ae<_C27G~M~GxhSF6K+kr4qnY77IerN008 zA<&Ad#PU?lO=6PT5J(!<*4fu-AN=Qo(Dk@${LA0AKoIkVjgB8tQBj!rpiS#xNoXv9 z!7E%~7Z=@acZ}zN5qcdBSiKDSe?MW?MMSxF;}IZVhns_A5|<|)1~%;({4KA8@7NXq zhw^kzDF5%D{{O=lpELcj5nwC}SGDKQ$d3+YUcQVRwuhincub%Qxa`6g?=L!>ZJ{`c zmylzzfAZf)D!&&uCedQg-oEfUts9AWGsOksoV{Kq(F6SmGanyh%r23UfAKP3AF|DR z99{ZU%BiCnMu{8ji+ad9&!0%p9I?(Lzs?*7am5?uG|CD` z`*4F)IL=@I1mD0=)F>xY>YVR#52-`!hlOUvZA52$EBwb9<6C&2j~_oq&u(<%0iLcP z*8>0>(TcD!#2beUbM48*E*|L$uQ~+Z89%be9|{=S@B%H*{!m#I|JVu*3jsm2iej6) z)Vf6RDl5o3<}o#UvtlXx_bF-{BmyrJzh1zHG5?EmJ}*7pb?sEyJ?#uuNyqqdR1e|~ zFika;sqUbusla!A+t`5rc03gw9bI5R0Bh0)yxZP9VA+?AAKL<3uFyyDX;k!`-F)%) z&o{uQ_mI_xC6*^{@qj>x0OQ^3CR#K8ArRnl{n%b&63>?N8C!VvuC?e+kt~geEo79G z?@(rzZX@h`%Tk50QgyR-l{ZRcu_pWWGgb0t_#wq3yDrD;da(7`gEHe?r{p&u3Ty@4 zLM$&$0CKA`ahP6#{SUf4IE-FW#K154(>r|cZU~hqYFjQ%N{?I~iL8s*A<7EM_YHh& zGfo+B)qod4)_z6NdkoZjpMI;(7`9!zU~2ghhHYBnWz|4YL294=v}DU+*j#ZJ5mLJ5 z=H|erz?PYVAR(HR5(lrN$Zud?P<6d|{~o4|B7rHW`E>boK6Xgn)%STyEHE*B{e$7x zCi^yupQwp7zP}`eTJB%>FKvCI2lEyy0+!?C7sSvsz>jDe83|w1)fLWwDNKw@`1JA% zg4!t0#u;Q+Nm$pUgWqLsZ4FCo;*5Ap)guX{hW15vXI`vy_^5w|Z*t~A68$IFuAri# zLtmMyQz9hazb zL#Zq*?Iu@jp>Fh(U9Yjax>{&eD#xHP2@v6RDel?#5(P2fK)OH4O?Bq5AIJEutaD&Y z>r>D3O2tz!-NS?<+nYGUY}`i6?7c5|H53K2T+!Zo&HP2sP=lwoc*H6yj}iG!1AZ4n zq9v23afn-O&kj~;7EO|bd^$~jT9EkmE=P4}xvs*Pz#ZorUh^&q=nLKFY#F}!JFNa_B^@AG>6aTg6UuUJ_rkVBkR-iDlsh);_b+uafN#$qG<-WJYRjosUWbHggUj>8o@ zzk%m>_Mi?UrG1-`q-9kQf_FwsJmy1Ah2s(YQaGU97j(8yg!b z=$DohQi7pum&=B&I_U01@80C`q)b$3qjp>)>sN=e$O7M@XtT{*iX6P6xod#)>H^XK zyh*&7oc;Tox#L})L)>945N9JN(n#bD{49`wbiBz0CK*F7In_+6ESkq}x@ZO|&B+|< zmm&h0bXo!L%)5Snb;zJlF6>tv2}W?H99)1svKO{4(23iIrW4luDEr0bCXrZDuQAEw z07krVU32Hc!h&2;o7bq$H|HY`WQD9-mns^?nK;#6!)eej9Sl}bpiFw8;n!6sYUE}E zZW(LC6@PmP(PB=r!Zi^@8?t-wJLU{pol6TQ8&@gOIQoF>$afrkz1O~ha!_eOoVS*C zcB(aV&)oE~axphgR~UEb{Yr<0QwZ(tHTsileknqnDNIu+NHg^>o|+&|)z|q{5t6-@ zvNB$MX;qBqYE9Q?bEcO1uRP)st!6F85$Cc@xhu>+irR>5>=6@q?0|uZI)d{wOhsUR z00{1QZR4yTI87jiGwi&`7{N8P-sh@U%dgw(`4GROy~8~B?2)zqG3#|UOJ=xt{3)N< z93i+2EaW;*T3HD;N$bQ}gu`7F9S6nSZrY6VhUoa}i+h@2-ixX?@4cZ3(~N=j;I<3y z*)7NDGv_Z8eAQa1h_|I-4@q|cqzd_AF@q+rP{~U05bjqhL?+u=r{g9{AYyy@DJWd! z++c26zA$=|KkcO9&N9N3?6w@`Wt?NRK74$9V;@zXhmuB%YCcZkRm+ufTs|*sSPeod z*Mm9$b0r#`MI4=X@7y7hE-j!deQj-ll8p*iY?)To`-8FO6DI8uiofF|=yg|dV~l+S zbt!BkF_DUSFCrpP927iRfkL3Sfm`)VC28`LU#utB)={OQzwDw&YX&g6o4}shIQ}LbGXDoY_T?2NrVL^d!c4U;WQRatMXlV8hRBv-XIe!2*fB_BZw(;XugV;As>~ zY`cRE)v&L9o}NZs1Qur0tU zk0`Nw3V!Sg{G@YMhn~1>V@IV4wlm;>fgzqhC@CQUlLN~d=bVKrDTKz!_4rmRP{DAM zr+9~;@+DdcRto@?JR^A&g+v+IY{@Nk8n4{EvGp#5sOD#aVt;MJw(`tzj!vTM=bgxg zLTUYLsgE`KS^ ze!j&5>I7}iAMLs+2s5VPt z%6aA~RrWtI;{w7tAAe(;NYVVjrJl`|bOp&1)2hqTZpY#q0>I9ts@V2->Uf9=Z;AL* zjtoOJOgbrPqR)%R-s`9H-oxedIqzvX^i%uq{)Di3}qumSBtMGahsE{YpvE-ftq#<|2PR}RV> zwtBYuYIyEP%?4E}v8pKJI!F|ooaD;MuLIpq!f?u`s zhb0ZoGLF7^lu*jmNOK&0=L}F~YI7LbZp8IUu9&T&I zt)g3;oN5E9Ep%*b1bPg(JQ$Yk#$~eFd}d-cn^f$<4@B_l$AP8jr2@fuNr7V(gtgm$ zD*PwX)lRz8UPP+WUnm`~?mWjWDW<46;eKdboQW!E=D{>W;Z-y+6C9%IQb&^-mja%b z#|VEZpsp1xZXGFQ;zvH&N(l#NkW_00EB~QO0HLh>yg5#GYne`RPO-Ut^17Fv>ZWk1 z0#`#H-BE_A8jA~3juF8so4R)E6btOz20qxL+*fAb_E{qi#?l2kveAWu4InD42&sIw ztUkyarX-%e+_&e4Id_?fUC~ptuIbc&g0#4}l$z%VoL0}DKSwjZdAzT=6LLDD<-SJl zmkr_6L5ok?!CIM6U40yk2GoO$A_c=ciK;uaAu2}1d83}_YgV2N zu|s^!BG;15SIQ+%NK&w^O&Xl#ka0|`t;U>$qT>3|SLQ~Nzv%l2L{?{v9?Mjz(Y;OD?|MwXp{XK%Wv z`<<)SZOoR1_kD=`O&sG{qKr<7QjT8?kj+kE>BbRtH3H?}gji0u>;88+GOEVMSOkWw zOLPvllcV$^ZC*zJ2HFv_uMB*?vIlnqD>k3Z9Ot%BAzF-myXMeVFGUjspRt_4g?ERI z$I*}+;m*J7tPx ziiwOgrM0e~;4@ufka#bP4wn5$nVbG?8=bzd^!wA6G-nM{O^16bV;p0m>&C_vX<`HE zo8lUaaT{H;RLqqRMpenS`}h8Oz2q2Sjs?2DFG_(26ARIEyLsUv-76zA%&_M(O~v!H zgF*rV-Ib2)pF0y05~kS?yz8d-oY#ReC&~@gVbHruFhIF<65HF`FJ5ZfTJ;M{>Nj(t zN{}%lXSyPS5&j{8(B}U6*aQ{3rO8}jp{&eI9dJRxuS~s|vj3+56YCpXzpSjREsLZN zsas~@Mr^nv-=dtb9-m~{;HoVrBVS7R4fGh&aUBO%fxwQW+sM)xVC>f?9rSHXlp1Et z+)qtUFO7-V>O6WVJZ5RcUUm&1So6~ZrN>3{_aHh*Pch#aVrTA;;1zF8idAuqiaRotU_x<(1A0;b+J4LuuIYjL>j5py+n~sx6i}) z(4j*oG}tfcF3+-6La=57hBSW}I(mwQJjHq< zGCW7&)9>DbLr5a`)U)NpdGnu zoXNcR?5E1m7T^WPXbgV4t|!A2hl)y;bBer~ho>U>UQW?|F0sCIm~FKZ$8x`>>@=s^*y-cS<$hq>h-+AxT$*w7+(AM)kn=H3 zaP3E;QvT?6D&F7GGGa=o4Dl%C|Z^Nj7OMsLKKGnab&lTVA6<;D_hD?P%;A zxjZZ$SI+gUx1Reus&c|>SGJA1nG?UAhy&;KkKexSpj7eFDo~hA&m1$_GjCCDq1^#g z<9494Ec|)1j@xl2dz~_z(oqZAPFA`(zv~BuO8$l!h@*C1Le15)qs!9eYP$KSh@D-r#~=*xxR?1{uQt26fZKn8Q5*J;z9-#|Kb5VAW2c`|x(9XznD^g3pUPa0#!Cx;jS4e$(ADB?H|?l)hR- z*zSesrQ|WQv!ZM3hctflx}M0e)!(7S^##3cR!AZ)6qg@tWRfpTR(}vCx~92hkeXI&d1-P!23N~rg)~l1L z!76p^`#6NvE3_@&;KXX}dUieGYjB`|SKyXxVx-5F)!sNS(ILB~EH>J;w2mvpP3RI2 z!LM$D=INJFij5I#ewn%3wpyiVND9ic8MJ!2M0!k)hak7Y;!a^x=JGz}3$9RH_qg#aADE*R=j18EpC5u zzOcDtD_?ib&%bH;)>92DjksKIOus~wCXGaL$&I6jHGvyE7Fq6_4XnuG3d$$)5&95Mp;;0sN6AYQ3yQ@$EZ%xH6r zNo*2=yl&V*GWN|ir=QdY#^u#!Jl`x+yi6P}*A5d1gv-@RpAN#fEckiqf~3^J-RAwJ zF8#T4V+tjNRKCOqM16n1W*MVeY`b*$$cT9K;LSa?hp>`GBj1p9b|N-|Z5phXQJUD@ zbhSd{mKT9|pX$2y=SpmBEc*Ia5=<^`N~bY@wm*M84p)N3kET=HD^keb?l`&ox4v&@ zd%MKLo9(k4!QZgzZAv_v-fje*I(6y-*`VkWqwK4kgo~>lA-nTBVhK0K#MAur9JG`M z_8-JTe)#bLqnJN(!U`qm_T0G&xO2GNb#!zWS;IZZw;-IMzFv)a1W;zr#edx{e|lBb*9>d+Nynhl0K&lJ9Ym=q8-2muHoT>D5aYFqW3CjR6JhaZq^;| z5heIh2ngSh-bRe50;+0y$V9~>0}?2UOF!dXANddo2_Fs>0PlA*M5^ z2}k8uF8>#&&|AI?E>&zdCMi*uRGwQ%w(8TP`SBN|iL?tQ1Nr(9_Gi(K{WQpa&rL*A zrek&HhS**^R@1#4R31ZDD#=ou1E%&@L|F@Di3N&NH)F6FdGPXH%(IhL zW>%IMm;0VM_h$Y*)NHS%bsuG$KCk5X+|+ujzQGYapIi!aE3>O-0a^nQkNojw2VE*I z>cmZ1O^n{9)R;X-*AMTI4{q!nUn4{Yrf~DB50z_;$T)C1XeEe=NpGWRPveoAC2WqG zwpkAU4bhuN=8iN6Q?z6Lk%0r6RM#%rB#--g7q$|s4KFPPWe=I$w5epoLc;-=En zLOupzk6AyN&!YGb=$WJrR#BB!u?z4OsqF=n zs+`9U$YM-u|ATd=IqrvdRf830%!6KEuju&6ErBuUZ3eD06lr;1c2y3{5mdxi z2wo-LMoz1KRa!<oc8MHZdu@Xhg*}kZ4 zl=#G=vF$@k5ym!RuI1d+Q0IIX?8)>OgF_13q5fJrOZt)2`~YiIV=Uh(Iyiu+PI zpPw+mW@|b2xbzf4 zrZuZ$-wxA~{RM7Sw)f-?8vOiCkbm5)=$;bs7OlU{-+FR??JApf3)4t{c2^%CpN`QN zO4fl@)kj1EPbD6RNZFKmqwY32OVA0+xAHF&gre7Rh3SBkNLT2Fphx0LrmFXj-F}tf z4BU#3D-~2uM&FP=9MF8(>8}3*h3Mfb@)h?^HGckWTbc55gIu4c8i86e8x1)D@nrr4 ze*BX=JaeP#!RLi$6TegV$`%sSMd6{poiWZ)%kV)ydT-7h6rk6db} zt-zXIS4aMTU&V3hXQ#G_wWU@%$x7~R=3OHhT!G&2S*?{}?JjUHo(v6{dAWJ{NlFj$ zcxXIeZkw)N!|mT_8^3t#iR%TImeSJFx+Av=75_$rha=ut`cF6-*1;20N8eCTbGKqT znHzB|QkAL85o}4R-$02Ivy4QZwE6Z zufSRfcR;1M-F6JUbcY8#xTQ-!)#_j%R$CV?5o!*GsjHg!Z(7wC>&p2vk#nfvdm!7W zRJRy=a?y3Zf4!=yf^g#|vy%}TG|q^88?&ngDyK?}Dm=QUX8-UrnD72@AY;p>$2#tB z@_WKVr-HHTk6b5@oHHw0lQ$M3cG!*ak7`e8v0Td*=)nkKS+m11m7%}l-{M$*#BL&d zfb`2qhyKm#rFf8J*( zYG+`cQk_CiN0)v6aGa>_BOf!qov_46?ylKIqy7j@j@wN--{wv+)BLDz_ylo#OaKHS zSF&3X3c&<%Q)ts{zHhx8!NmlnH8*F8(C-@rQmd^)?mb*I)V8paM?TI?xqv+(aIhh1&2dquimihbsd{cg{rXL2x7s^!yH+a>Fg`19?^&i;p4TUJzF zQDcR9f@F1@mckLKOFET&)k7^B&D^gp7zGby9jIGleEq9%kegkZS9sgl6}1qCvq{IS zsHv&hc5-tY3n>0H`R(n{D+tR{2&Sp-Jnck8W zGOUgfHyv-L;lC|x@`%!Q)aX`z2SuyLDHixxX1GPx&NNP^N=q7Tu92^#_p3`{lB8X? zIjh#kvo$-adVlij&|RXae0TSgC$xQgZ^(i)>%5h9vui79G2TZ(b^!Ud+b=xuIunTD zu}BX|I!#$8)!pm;ow7_25awD^d=&)=0on=#>!CJOo`x(OQ4OaQ`r0kQ$NtBDs z%*^<0BD(B%et(@Cse>WKL&1!I>8=R4*rgatQW%K5)u@Ui*XMrt9(er3S*i1hZPT~? zD~v?vZ|#mA?4GBgcg$7LldIg$f*E(Jwfw{!2F`zGPu`?1o}8KrL1FoQ4Z>l8Nw0>H z(CCrUHMyo56uUykE0qkvT+;p8clbBZe}Cjp;U?=su59I}ZXPXG*O83C2e&WKCx>LW z2Soev^Vp{C(k%Jv0Dmu{UO!)n$ZJ1AFy%JFp6Rsy$Fx$M*O zSIE*a2e3Dj8r$FBAG&ALR9<8oTiL_p9Tm5@uU*J#_~IYj&`i$|@R_6&P|5;sMrkLr6YX6iIFi{67iEQz2eRZiO>S-Jc8s>s&G;>O z-uwIKTt_2!p0q>!XsV211$?O%!D}=)m7$Tr&2W}aEtt+Gm2B22ZO+!foANF#Z`7yg z{zw=L9+Ap+xZv-UuV_$9i1_;_!g?WF!m9UoHSSBtW-sPzwiW4(;v<2s=l(VZPb{r_ zFXxgGukTTk8^(xxwhc?&6TiP!1(P)MEi$I+E7`Q+hb4?S_XKt-dcFgV`r=2-WW?Fi zRhM#QLYgv;jEurlvb+Lu1r#Pmr+NgIqD-Npf0*F7$-|P8?~#3F2T$>H!43sX3pE8; z%I=N~>ZB^c$S)-iPw&LpO-ML1bLmLth@_pptup>m-x2 zbJ;#i-T{tuu0n!qt-=IUTW$mu|?O%#e>n9-u~i2dGD#R zzibHRxy|fObTi3+b&%sC7~Tnr@v|u;=KV)MNEon7}C`_m2Mw2HM3l!g-#9&og+8PiXV{l5JD0PZ%6RCH@&5k8b!o^Uj|^lOka zrR2S9Jm_}G!F@WK79}e&*DlR6eTYjlw4og0D(BPBGqDt-scP zbz6=>H>Wl`3{!R0FGOsY!*=ly?z?cf-mx}ZN&MKR8K<}TIrGtn64p7@rHm#;e5&TE zZtTmkLn50AJH|xwOqn& z=R3A%Wx4O+VSh9BPlmc)-&FhzxjdxvlObAoxx9Qp#IOW)pDv@o2VaaaiH^%1{%1)R zEW(cOrqlYQX!52^z#y-WT|Jl&9+mtl&~ zpqf3O^sv3tmn1 z_Q2pAW8p1Fww0GS`4wxAmL9zgpWLqb-F|63Er6y_elUYMinbq2O4x8XY!Y5AZ3gdY zI2pay2^q;xOVlk~vpGIHyBncuv(T~x@?_a;bgmv|I*c76)A|C=_%&x?ba|a72 zr&q(`fP|tVn>P$kUN&2Ln8G|@75=6F<(-;}R$BjoQZc_S~wv42Y#ZGb7Ii_VUNg&1|QLC;w&9%C5i?GZZ!q z3k+|5bpJ2r?ZM#blCtT}kW+YGpbt4ZG5v?Fdz4f3Gtn;(*<)B}+$mE-lw@SF2?-dA z?9APpGKA$pNkM^pkZaMQt#HDesZpqmE~&%{Z7Llu#Gx#+meId3{~x0Y;v`5#?i>x33~SJDcdL zX-zA68jMtIM~pN-VV2RC##@AOcPt7)e@Kv43g!{4i$c=Ku}p{DZU(OV7{J+g2H&V5 z0?RL zm-ZYu1q?9@kZ0;=orPcAiklSzHY4e*d;37IK^O|r+yv|xaJ@itFW&3_;Oo>`@^SXSHRlyzmeJt8quh3V$o7O-|h&z?Oh8s~JOE|86X{ODTpy(ab? zW+OARhnt&3O03K#w58XC<6A|WMW?M$cx1>tx;@XIW}pOAe$g)29s4)j<+oNTX92JKkz$I(r-Jl!bt8*AG!g1q%`ABice zd1VGLj@Mg!1F|b%I;Gc>9P{nUfVlb2*V&V@dCkX(LAs-Dg!y?QRP_4<*>2q*Sx`5m znC<80cwO@MYUYsN~Pu3+tH5GSlhyW!iBI6w=wx1~U12 zyN`^rTzb z9Vr2V-NGs=Z5WpsQ5U|(UD}D!0Ul4b;C2zetsK0KpD0j;bg(dp6?dyG_j6D(K?28`P~bgvhmHZKONMpC=BVLSX7fu> zB#HXtpy3!~zJVmHrPXj2zh<8qOByYx47_7EHv?Ogb#0f!T?g~!mTvxLmwpUMfpt?k z?yU8dWgPc^e>{y0tN(PudFPD+B7a@Z{;2CWXV_*rCgNEzV)VAFxbnHn|iF&*Z(1w-&oo{&~RHuaXIFm)%); z@*D)3%?o^|?rg+YQmS_`N>E4qyKKGOoc=M%g}!QU=*O3^F4H+;3X3tyn-?S}C zwh%e;cb{BXXE3W<@~b{M>5$5v(DY>Qr>LX)Avf(Bb-qjme{)@_fiWn%wy&JM?DC6y z_ZIIXy!4JiiM&UWp24mYJhka&x>wVN-J?~`KiT8`^+sxtWk}ZjZBO((eFGIdP&{Yl z2&eb$yZMJtE6*MVE59){SK|w)>$x^s}=Hh7d(eI^`HY?n6Et!;_ zrd?8rIS-#=QyLt|PfzFfPEJXgh=0QA4cFk5Ll9C{Qkkx;T-AE?Es2q_*~W?_BMM~P zy^fvF()iS`(c9i#L6Q48voihRdUArVL7Zr7V91DN&JH-6{Qa1q=?K~frhK1HME-v7 za`*X{(iOjVcP;cjuHJe|A?6!vH%cH9tU4Sz6(?j+diS#4p*fK}8q*ILZ635wKrgpL$Dbo5TE{r!6*T@)22yN#K~jD69i#dOcX2zUf~`L%xm={>_a(#^V=@6 z(316Vl18cd3sYHrqHyGEtf7U%@KVy&jiK zSF3;R&x3!Tf)r!^de^ycGGSV()t&%rKAmXr5xB1Y;`_Gu>#)SBJujeGY@9*KxVz&V z{28vfZ?(z~E!#&p!Ls*e%&c28|2XQjv%jlL!UkST$Uh4&|3qhiG<$p7|!u0jK*LynL!(J_b23k*YdMD!}fDj+mB$y=qS zIx|HHTO>RVgz-ZNyK>IT!)%j5z!KC%{qsijN-iQ@$i=#B!_SrO3Tk7dHZnHOyni~N z%=O#D9_0$1TuRfBQ;=qSXo7oD^^>u~!|dSA={{8{Tv^9k!7-zvs`>*u!w4{jFnsk3 z`+z-bQF3&B61onwPYu#2KaX-NsHvTU4LQb@+NPTmxT1d`lq2Gt)%%W}_YdYiMk^re zjORgb8I!G>k1^#IOv9i%z4mk&L+#%v5d>-xgOToym!|NWnE$T5{TV_h$B(YpvSl2rK^vxPN zv(QldqD29i1i92||8Q;OG)sQR-H16D_Hh~%Ey`Mu{hX44#wa046COp1+#I*44Ain? zDrvsi-#G~};~CnNvm0pu)Va>);VR_+Rh8##@2%BZ`r64l@!bU>^_O^!n^!wCQeDpf zc!P2cyWsnv!qY%R^SZdGFzk7BnrN(jga8W)oG1I7(xkwd2UpfqclyA5#S~!YYXiN{e^bmhwwTc7#N_jx4bce7Z1O}nr_P= z$Kimd>hFFSSP^cRIxdJj#BuTP)9OeW>0o-@VtI(dRS&S6u{>BjSeow-1nS6tfpSd-t+_15NUYZpwIRM{_}aiO69sEB>>Iv&EPC z_Xe$GFWWnMh!_|cTzkXOw2LR7p{Lxd-=;-fU}WR&>p9XJQ*8Idh=<9_eoQ_tLq3^& zL5D#xnW<3$ngdL1?DKs8+@7F z4#C$4%vxxE;F8aYdplEIQ@h>;FYxuu3r0Mi9l+>m?Zuvz`*+>w z9`Da+fRuQKu-qfj(Hf{?dgLN8wc!Xk5tYWVN2Rwmeo%#|yxGUR#&hM%rmk*xEZ@Gs znqTDyiIV^MSD$KY?#!27XVDxa#f4jp7rmknW;m2MqG1 z)?;^`9e>@~+kcakQuUy9RV6v-L#6;d0HC!FwPtzwv*+~dql+v+`~zd_>NO@7mV_1| zJ~GmL+CKgHYh~935Za9V(w;v-#wEH8JW#3r+GnPrgATQj*7*yNs(zi2@4W5eZtzft z&iLYe6Qyd@H$f)`Gwmm9L4T1AGO?{VxhxRu0H&g259q>m?ozDdcJb9SlHJ=f_kPnq zt8_71g10FC|rG891RpC4E{M9^`*)F5z4GhVjUxzXcIf0XIsINb zk#0_gJxYp-j#SZ2aM8}nDCRG`Xr{F*eKwG_@O$5YB-C%p1T`1^ zZ*G7i$+W;)dvzYO`~)xH*}#)^nIF1)dmxd87$;y$2Wn&*fRrtrLQKmQu2vJ^cBWhQ z>m0~V_`+??4H&q7xtgJG_+BZW;$X~dzkz%y;;fG0BJjPr)aLUH@Knd{FMMm|SOzs| zv?l?<`e&?%0{izb99}EVGKk9A6(VqQqzX~UaQ);P=|ewGdN4b%VWd%NYHGl&nz||= z{I$4a{|por9o?~SfGfA4aNAoRRKTl&M^3?dV-XhBkADJZY)=%@q{ipL485m~-$AHP zeU&q4#n`Vd*E!(pXp@4(l)vW8wr>SJSIi4%t~2Xiu?0K%up|=(We;Q!?`zLg@dgq@5M^U<`Anl_k-Pgjyg?2EP*(j#)@>Dfg$$1~+ zz+}Lb~k7IjKhv zv_z}Sw(*}?9?)!;?T|Eo=i6agT#o|)bzQrK70zB6rdke_xzQvBDU#dGKxHU)3+u%EfyWKKHJ zL&CPks36I(q#PpZUoxG>daJ1Ew4agfv>j~-8ykw7oAEn<8+92p?{sfw5MEU*G{vyct z4oBOUY48YrkWrnE1a_8F)!CyWB8Es%-);|!ojx#ijy2e#T_<)PM8rM3t1Sk2%;XL* z`@7^SMii4XzQ4Tx(YMEsFy*EVnO?VAt4uT5+9@3Vf~ z6C#}-ceq}ek1+@?Zd3EPQbz$KarnCa<7{a zc(t#EhIalC)#K{w7zvQBu^1@miSkXk4`Ngajlt8-lPNWp7T!RAu&`$4(vgki4GXsm zxk4^*LA_3LAo9+6@RW|->y3=sp`vzBj}6-8Dl;D2$nbEFDsv9drO5#}+IzZA2Sq3j zNCO9kf#?Lu?n7<2&*+>3&wddr{V1OFZSP^OffSYpOTa+OtIDxZn7t0@Ump3Krm%CS~BEfg_NM zju*rbw3yK1IVL}LczK7W_Nz4vwsAW|g7VW~-a-8rK$NL!&8!~Xb_b}Iz)4mN)Ird1 z(St?#M_YO(4VjM2j13n58+xLk5W{`R-S1R@ z2y8s5mmP8FW!1yN>iDs9WpTYZKjwh*G!?bXvzA@8&oC^X^&;><0$M5kT2{4hNL`dS zBpS5#P~Qtxv_pCDUI+Ixw}JkZGtn|IDqBFd5kY>SHmA8ES4z3$EIUQr6ta{jSG)8f zgD2?b#!v~|W;0Umin5;GgYS&*-J0uYYr9b`rJ)Qe_GQiFDa@)QWh42wQ^t+K^nSIr z9SX{+Q#eqpZs1{So|B~|BA3J18}!}iJ<^$Os{2TugHFrg6SH+DJ~5y-+*>o~XiO^I zvpevx>1!+r$gW!gVKU%3ow;t^c=3?m)ZsEE(-d0N;?Jq>lXYk8Tc{)+8-0@LL_)rf zzb*&cH<{-T-e?JEcHR-n(D0X0hyE@CY@k-*s>iwL5-ivVTSA=FN{nerva&ZKIs zRIPx(;zJ%N$2hx=dO{35Xv-w|T+vx+-yliGHP9jQbt(yx5~v-zMp=3vMM&$o%5R%a zYbCg8si=Gr2Us@qCFl231|GU=W2rg*AnOBYbRRq5iDK>_nLilEC zJRKufb8}+NGz)@&m$vmVGD>PbROJ25Ij?Qmkg?4{_mjr|E$EKLS_I;U&%JwTCC|%V zf5~+wBUnQ4Y`WAQ$7Kb`seM>yD0@uYx+}xF-{+3o#9RA2p6^dj`X7AOEKKtJ*tr{% znD#0VW??=zGSRH~tiS6!7~v?(z8bcdM*bK>GSCx70=*zTfu4osSRk-8-!v&B z^zWIOny7ePw8HTWX23I;eH;=fxY1~|LRUJEpooGTc@^tG;pBoqS>ff#j$Nel1(FoaT)tZ+Z#T_5v01yySsnlIoPDqIcd~vykWS;&%Ye z+15F+N1zu7?@0UCzSr&Yl*HCRi|TXc{2+gxP5>mxop?3VQ;;XkXRuprU=}iml)RtY zsY1_yVndk#lh6E(_`dSIYDih2PY1p)+TI&RW5)xW)^d?fmLRGI^p}=MiRV;-F)=YS zCmDDE4aX~|AJ+*4>K8+W?}DAhD#+P-cJwAU_u{9wdJmsZ1)Z)wCsrrbU~g}qX$f=9 zR%Zb%0LmI5?2z^g{q4fZgsBW64|+Tlw@#^fM@$)_b1|JRB_^5KXE&c}_mr zp%a9DQ_-exkpw)sBKx!Vy7+`R=RHIYQ6x=)niIl{(P&Kfyx7{#O$IlI}w; zyyEa&%_-mJbFTRdXPJ6ZzD(4Ju9|@-djM<6xuN9Y!^U?f&Z-&7e_^~~qjd2@#?xqv zDw*e>0rT1of}&S$4D;vTl>n6X{WSkge-o>T?`veN_ns^I0xnqhbB5bu6?pR6&R{_F z<@MfQTsDF^AO!3^z*CGqQ0V!ps?4l$k2@{IM#kD~-4D*W6=bz096#vbYLXu=sH1oq z2%A@>YRWy}@iDVJ4|ThJW_G;hL+Bn0B0Dg|?R5wjIq5jxumb#iy=&3J-+c5#ed?Aa zaas=MQlplp=9RGh{Fayc(7MXN0H$IW=i$*@cC@^n@!6p#|5j3V@OEKPoLu<|v*t^G z>2O%8mNQTqMU7|6NUNM;@!(etfiKYyz@9W5p0bXHId^c)iy`)&Rac>HC~0I=+9z>b1YZ8#IR-Ts}W z4DD)>mqt@1JabJCM?FkRPL=}Cf$TahaS{z8Vs&e?sCn5wl<7ML14rO29gQpo+_w1# zWvJe&goI9x+_N9RhsHh*&XL1|n33=M=f`o)VACq2o7=e8ooqlql(5CL<6H*0apsYc zk%~{_VyWVi0s6vCszFU1sFIPF2`>nLo#Ew`d8R3|(*UZT^ppij3G&<_QjJ-lEPu45 z?Wpj8!-KM2mV>~%k`zj60*+eQI)$mK(l3zWX!(f(K^fZM65tBjuyGyc(s!B`3%jGy z9DiKz0|@kWH4TBzx5C~IT>7vZhx3NYw7y@nw_V+}Ey9apr`_em90&4+tdAk_^S~7* zSz~2h&<&CzLY^}vCMn3Gjx2Hb?Hc6lL^4T8Xfg|~5db1jOPU;lbQ8%Em>mDi_ z8>eIaO^a{YK!u3k8Q`YIs9wYbo`Mxxv5cH%U1NMoQJ|m0&|k}P&i?`6mDWi|9_G*m z4|jr&4W-S|E;`wT0gNImeQ5*5mRMTE;;6Htbi+lhC(n0EGuMhR;u((hD_qooq zWFYV0iA5E8wbdiwH`nwte!udJJ!*JJbjV*X-jyGV zJa$zBuhoQ$;AFGglJ>kgIea2XuMt!z`W_Vg{A-sTpgkjz^h~cOOPAV|&U1?#OXBqA zUV_S28kKKfwPTyzx85{F4J?(Hz|4*2_f&;n0Im(g8{H9+wl#YF9H&co^; zV@^hNhd*`6 zq}e|#Dbc*>2Yx2l0(_8?dlVBXRJMiPL7r#%x)U7$dg;uMr^>d8hD}<N^Oa61{#|I(pb+tU4dm5v@J8F=+599{;pigkY8e*~Q^ML&CX$z^l-;&PBD` zn65Uvfo$zLbNE#mkXdy=&{hRl$Dqv{corV42qD<{buHDh8s7AI`=zE(UK{Y}1 zLk*=~Jr??L41_O7>p&l$BAxW0kl42ESojVHM^oJfg5sLqGRV^X8V5D?0;=YZRj4(k z)Lr2E0{s}SYy$y5*XRMW-M{BK+yoq+u$$nK>cEv=1^TqqNW!GS1Li?;5s*t$3!Lu1 zuY{0*pXq<@9Y@-JkhFIZdvA`N&tANEaqjs7FyMZqPz6WRACZ)lytpqb?G<VJMk{~k>Yw(EQ@Bz0$Z?LZ)HJuqm5l`Hlw%Gzny z4q;&-7(WdAR!WLb-`5Snr(~*ejIv1o&a#4_qxH!>5EoV!+o*0x&V`w@N}V0o-*;f-nIA+?WVV1ezMUUI&e` z(L-R&_;eJM`1BDz7(P{30E9g5jQ?77!!3l0UiXPS`k-|uuiJ@h4 zFBWqf`e$^${4XY6RQgXQ-=bT-{`uxY_*dKGKMzrj4k49kQk)7R%Ot{%bRF^Gnaf2^ zeij|gem7lvipJV&XqHvL`HH7qDUJ4BzCn!SMU3PqMQPaJF?US&ir9BgE{sXodNj|g zGh->V@+kf{hXO10*lV;?c3EQrmFhG2pEBhz%KY4O{d(c6D7H#F;UC#eE67Q6+PnvX zXV12y^hd`v*toB#Mcj-!@$84LqHhiZowJ-4Z@fD?pMe|Y78#s(9$|ff0@L{wmT=&%cmu;;(&fJ2@&;)--k{y4!L#CEP>Yng^?!4WGlsk{p@jq^< zsbQ4V@uW&?Ybs%meML!e)cix28+GA2iTNE#Ql08{nP)@0I~XZG@^N)PX?RJ($b6j4 z)#FEsW&T{6&Y{U%661nQ`7-0d=IHS~>dAJcyAY@y{S`W@SH+9x!*)n9rCHw%y6Jr) zwofZ5DotMFPWwz(Sw{bps?^5uZdJC~V$6WC__N`qvJAQxKgp{e=`Jzd`}F)e19eFJ zr2%vDj;ycId!Nzf1^zl;uUOo={l~E<;~XQ~9ou0e$*7mk9#6dkSq696g-mv;%XLs> zf0j3Sxss?$YSa@fe6|qX`nt{c#lD-2YV86CN-qmd8CFS?OA0i-S_lerJO8i2C+u@KnpCN4d)8{hqyzMlK!) z^iX%Qe9TYJI^Vs&e$mqF^KpasnyAXj*eauYt8oPbB!w~el*~&}X7BuiPZo^rq*X8h z9U4P-6vV!!da;{D^@{Pp=#c@cA*L}i=ZluJTot;{RDB#)5+epbKM}jwZudw)UC3KS zlx3wVruKb1pYO=1>aB6*{&B@y6yL8mydIUZlM-!NEGXk<*JvmXPP!zQt{z*^Q#SF< zE;Z$5bFtKgk9vj)bZrq$j+LpjM}VU4=&Bvq`AvQDRSd~_WR|aGTVtX4juXRh`Pj>^ z$DKKEQwL?2C@rKn7A);ep`>6ll5l663x=Os3G@tv6_opty>l7gs~AalS0slLx6C-(@wMAAV0Vx9wAV;JNWjJx#*<7jNN{+>@fZD&`C7Z^!{7j~o84J`*dB~v?2{G3)?w0-}OL}Wg5_mPGnuL%^&tCr{D zwg8Er4fExqFW=v&1GhiS?BjXGr2srAIyGAC(!K=}e%&5kvky)0H0|LSlwwm)?9Nd- zuCDQlqgDzxXBJ12A5GEMzN_P!Gwx$M8P{cguJQSO+7G+VWr_ZDH~S_NX}@s$EBbN8bc(dU#pvs4>j(LBOHoaIntY*J7HjH4 zyLfd^3a9zVkj#(>eW~D{u;_Z2C_*E-cl{*A$E=XuU(OgkBmFdb&!f!poG;%m-@WT2 zTDL9rN*boezeQXTt~$`uu}5F(eZ@iXvgf2>Fuk>ftaqpRe-!%DeZ6RAGvT@-NqaE7 zJXz()$~J~IA*BTSrk+j(vM>)mrC1Ngh#~qX7msV1b`g=2kO2G5`LS|R+Y{sBh(v&2 zJEA=>K=6oQ1&@Xm_y8BdO3ux)1N#22J2+xo5L^aG4D@OX(?i%`98t*Qu-}4LSQsxb z@%I+}&%K33aT4w{$`eRv9zii6#yl`)FswA?Gd3{=mja;(gT$g15T-C;QS7}o0|VV~ zGcbBCjMIMB016P)Gy}1Kv7&z^trMo*0<7 z0|JQ~0pH`tY^^X>!~hZ?v|t@H!V7E#4qdp_3yVXz+YBBwLCkhUnF`YE+md5wj>A=7>O{61o&5l#EJw7Mm$J(NKoJ%jKqk< z0gPe5J6r6l6?o?XKBGxINo>HYCwK?_-Wy!+3GQbL-uq(T!@y?`>~|RO8HT;i4f`)N ziX_3nIEih9AdXZCt`v)VJQ>2Vn%}04zz+R!rSShvD-|M6a=2~$z0$3x9}W%uait>v zt5%9TL4@`cw~fD7ir3*cQZF?0$CZlyZ(6A^&K@DSQrr>7pHnQ?-Auh3tpR;3NB`S7 z75iVcQk>i%xKbQp<5#*>T)?5BKkljc|EiVZ7%ah+;*fw}DOSL3-qWp8`fqzGK*ImO zX{~UakS4fR9An0>6?>vLua&40ARqxVL3zS#5nc!vlpD+!nEx=yzy(qpW(D(bwQ_NR zL9!Xa49p${$!-h^=3!&y0^~ai2y_JarK_6@0)zPLC#PVP9? zhc+J=ynY2#3>7Qjh~YsYC1BbBCM!tugY+Soi=zj|gBUQPf4~e5P8?={OXTnB4t9tj zFv9<*!2E%gY!vyp?c79k*dc zRpS5W@Q4#v)J1Tp!*3Xt(l+A<8X|-rL4G3eAc!AuapEc$cHO$a@v@bXix6Yvf`E|| zqGZ6fi4w2?KbC|1&631fE+QLwun2Y|HzNcZB8U*cgXOI}9Bp7|gdGBMzycoZfIwjI zhMtZu#sM64oJ_&GU_H?Y529j1fFCE?2uVFGGX6r=R@N*64H1NK18e@n%zxOXjeJ;i zD<8%V5u6#~!$3mWqQIKb2ye6_29l$WNZ4tZje`}^9x{~?8wJ=Ym^s(x3s1s;V;jh2 zgo~pemS;)AJgi(1Fe?{(6u6&*tNC$aqD9~jrZg5?zp;svL7R3QJ4A3zfSv!}T$3P9 z4iTad+}7Zaljv4k4Ld||O+YaG-&~UraaM&_4{)qXbgOK^4iQ`vkS+gL*F^jzutZ$N1Qmy;`r4sbxhV2r@!Pgy=4!aR4AkW{F&FI8wZ$d!u z{x>jSeQCM`6%_0`e~T-eD!xfvVTU%uu!TBt&egxR6i;`qzzyn(r8PjW;JqFA&k;CP z9kK3F8xmilDEos=i^I}ylx>wnV$jfLaPcUE6P*q(-3U<$-ZsHeiP%;lfgK_^oe1&i zh@USk^nY!}R{kwU%)Ag1B|aVTGk{yrZ)9S{%I3Y_%9ruT6eB(zPNgG=%#Fr@7#6I} z(?LT7kx87@;xR^WI-H!u@7-3uE4G#I;#McjPjq!Ss0kh<{8#wtw(>@-6-Q`w!W$z< zn+3@qEI%ytf04>o{v}3?e+df`U7a{_I|dI4ZgsfpHtijDh~Vmkh)?&2gMee2`020? zg3Z%GLje&P7(wsIA$#Y=EH;#@_X__-6uc|7pbZRINB(9q`T{>F2K zNpQgrC2T+o@KUUtheBHj5+A@}kwD%=8fLcz*zXIa|4w_*Sm9WjVMAhc<~D7BDCx=Lkdx605*qaOw;I6B=>BF4hJ+1}zf; zAG!j1g+vYppyWTXJZO=)C?13g5Z#0AC-K6HAaCq@=$>{P?f|Jqj^M5k>a4(AxO@Ib zj9G&*6hN9YR_#LJXGVkgpd&sS2<8C4MSv0Fzr|gF0B}MI8ZLflja>mWCvFA^2hbIe zdbe>Ezc&}R78?MK8;LLM0I`h|73UNt9p`Zmf1+_Bkw*onynVc^92Z^8Hj8E=#qIN#D{Fo?+uIPhJ` z!93g$HjY*0V56# z5!x*{@M-;z!S@Gh+Ne>BZcA%gG$jT*O&o*uxRvk7G&AcBuV{0Dp3mmS1a_n4I%0_%8&vLhU2oe{`I27ZwH#q+m8HpPr z2n|sgDJV$vc;MIjd%7($5{~6F1g8UjEv4T<0LVp$cU^jc02uJs5j_e*Lgbq3m`oE^z!j|D! zS1!Tn09*b)!89C;LBgY14O61K)M!is`}yFvQS`@ z=(b}c=LBt4+`=~{CgD6bn{n}PT}Nr99Pi5!gyXmx0kR;FC5F4@ zW^izXC$hn&z`L3LI0K%?Y~iACeqwsP2;lO1ZXj9R78@qO31uieU~L6)RkSA*UIspK z5FB)|J^UZ^{|y@Aw)by*;XwPHyZ)a%7C3f@;Nk&;H*&DTKrwFskEe?j8tX{h;Dh=* z6o24D8%zT@E;oJ?MPi2tLIIfYe+LC|#{h1vzt5<^R&IzLA_xVDTxeP$eL<)nGY#1P#byn~kjHR4f$=ZU!Z#Adt@A=RiaxXhSPirZp{Xz7%qV2g`0sPrWA_+{=bQ;5V%YQm>nABie*GD zR@THJBFc5)0ywn*ze`v?u^A$0h|n&H0yW*x3hiiR?XuBM`5S!@_krM-|NDe(Wz7P_ zShFZ#&HrNNKad2D9pcuEQwcY%89PL9&4Ba%i z+Y_1@uleHFyp_XZ(}g$B{5P+HDABB64ah5icT+?8zg~FT8-}&LQNX%~d<9V0DvxAI&;VmwzA@Z8h5JfjWb0ph(IWC(GHhzoWcGJa!bEBnP} zO>f?CoNgrw*smJMqa(`ng@{|#aO^sNb6Y_yzBca%G(>P#z-^&f|6`YWNI(f#){aPA zDguy^uJ}|nEYEZGbip`+94QD( z$I%m>XtwfRtocZ2elfs%|MmQT;0ZXffS(_G-R8}Lh6v6NIPmWz!VQ@!n|Z$w{%jKD zMjJV>(3Vgg96LmCX25~<+*}+nJXUUQF1|cC3Lz?sh480iS~zfTe_ z@nX~FV222T2UKDLD1vP`Sw!K%p@AT=;=jV9Yb&S4)+P{y2XNZ|V|a)QaeOWc9-gfn zSBMzL72Dvn_#4Fv5!c-Cr5E_=wz5;~PYEu6gVW;g(-Bw8u+aat`&;=a)|*3cI>1N& z`DjArS)j0*(6PYd0Kd?!Oc9%lLU3ll6#vD{IOBxi%p2LE&{lSc9U?TdIADkRj<&uq z1z?{OrEPpg8^M`3GD2K-%jUC2j1h`MUIHk~4e|_}+~7P#q3x}Z_(V8hCOg_VU<=NG z#cmCX<*)`HHrEixAsju3+U`PsaHQdIgctF+E!_k*c8DOtATIj?qhCS< zhA;BLPrQ|RZtjABt>nQeW8#2${`15*Nk(wujlKX}Yl6+VCdMVjfnKVK@bLHtWaBfq z2~LgU-S{ND$dT0fpqNi=!Qa2b+EhX@H<31CX{r#$o^kKm(p`f2M;!xF+yD z8t|ZP<*wK)HiDo5?)pCg8gV&;=Tdmkwz6L=J0J)ee2hvjw3{kYsJ=iNt!>h-!txSf?~$>5Pwa;K*ZZK`WdpGzt&Q zRyItawDR|c06zRrvPT$i@Dn5joFK-}yp_vhD+dXq0kBzR7nC(Hp|(VHH|x;CI3EK+ zX^#(m;pgAVO0lu1&GY}wi+Y|0!(u#yYobL4t}c2@*KHaBeNgk%e<}S%VZ3 zPZA7K%Kbx37+*?>2Y9OjOuWKS0MdXRtdP!7sU*>8lrZu7aX3COho2j(P;5T8#8hDL z;4GqR{X@(dyO!UlbZgBZoOsP3R89#g`ml{UHgORCa58Xe6K=`4K;5P#V}~}=2mWLT z0A8w%)9|sX$-i?&3ID5$@VgI*xR4NdORP1Oh=8~_gysLVrkb_Te7V2H zJ>VrNy6sS6rU(Dv^k=6hZm?tS9LBN~dP=l%v~i19kI2T7DU$cx(Vmx*e)IgOcU88x z=$F9Zz+^xBd$}L0b5D7ROjPBopRgj04m+0&9@_qo-!WVSvfNUQ=wBQsB}p0GPm;#+EYV1co&H486NZRn zqn)OVcT8C7BCWJrhZ^Xf?$EN5sVZ=vZ4wdO;#PiBxP570JmR zx9ZDZ?tUp-{dia|w>5zb6Lq+8f$e>a2v=%OwBQOwnP`3uh4OKK3LT$gC+k~C7>6@S zveCu~^aAK5e%;_lf}vL_gb?>7bl&fGJ7zz4oS&m<`!(h(rbjxDj~EfPmv+)qeIDlwQV=ycchX!ETvrL? zl~cZ^Z+EqX^SfepOV@58*-DG|C~d*%152u!dW^2eJ2)dl$5gD@4q^^zhalEs)Z^42=A|k6g7{o zyb~suTo6YM6x2+nZ>1TS4^LVhKbRiv&eGFN-|4wMf~HaH+I3?}l1Q>UeB04XQxEvp zcRWq+G^FHEbLWVX%1Px*+xneXF#K& z57R}c9oO-T&mIeF+;)zan!CJ^et$nFg%LOPj&g~_#|j^$kCjrQJ7>gUK`#nkJfc*h zR9HWfPGNd9=3p$_!U>_oFpoWe8N(Pg`=leBa(MdHA?^ zxQ=B$OHU#FFejzJ1X-p9z51mzfj~sMiiF5VBg=u4`4go{s5UO#?PU+&0Q z*rHSTG2NVKBg^e^rz>(Ual*bdo6<1KIR_29zY+?TdY+xY9CS(Eb|(Y7HAi}pBC}rO zQ5YxZ_C^P|B>m+|6Ju?5b`@jmOj++me->^jz2RTH1>Bdb7}O%1R8sdhB<&`t-`x~J zLLtu2O8TttN!n1umCzV!gmrOh$^A2avR7F5vkT0#kzSJy<3GWWcbA`;p`?IfR50zz zZjuCwZJA`!+XVQx%}5If9!59am;HM5D*X|oh#hy)mi)|u&f)ybXqZt1Ww$Q)s3Q?r zZ!Fuxv8_dAJnTXATljXH!;{TS?za}MJcw?+&CeX&30?5$W)I(CpJz;&WIuMZB0f3+ zXkxe<$#1wkkGVo$nNiLjzdMuRh|zsX+T+x$5qs`3Tk`8hb6u)eIiBOLXx@F&&RABy zkd@|2fBL}4uW_~S`?+KI{e}l$JmCfqia8m`_C2c?2$VyyXcw{`cayd*9@{ydi(F$9 z=u1;XH>vFYfUr`iPa6-b_$18Du9jHlU~`wj&0so3ensE!WS{JkokE}#SaN6R8EPhL z%ZRqsr{Bpa3c2p&J!Ya+rZ#^7M^7nVs(+S8Y91rOz`{*oL(dd!LoZ6{cjR*!T4ntN zd$q)MrP~J0P6eSiX0Fu-R6Illdt@vYSDNoL3N;nEmv7;)=S=^JJXV;W^*8^*uR$tH z-1}0(_J?+>x)y&lf1B0&ggHUl;M@Mpc-1{JvW>g;Uw&Xn-jbFNr%$+bRWk}@kSTv8 zN_M1HCDb$fi{4A8eQ$+@>e8~w!a4=wPTxOMUqOwUKT=THEUmx;b7J3p*&y}}(2kKJm7^{FR6|9p z1NWiJ^nLUtLMB6(R@d(6M4!X2bV(-)`kE?c>*%O3l_jo$XmWNk`QSHCeaRjQz&f(i zF31MzAR{T#K4@O4_@r;*=^uLS4s(aVRCPCUcs0*%&_?@gR(nTZJM}cvjI4@w|Gi

        KtNd3Ti$ z6?MY*R9+RiL#_~Mbp6%d`)vZY6Ve?qrkpmu%LOIg`K%;t@22AU5vCr_xB0cu1vEi4 zq_(+M9aqy$FJ6{?DiwaXTwd$aqLnR+f0d^p>~^1qgqJ1Bt+FZMsdekjrXMDb6s!(8 za7u1_FIABp9Pf0W&8Q?8D&N_*!`C%g=pny2$K+1+J&{T~F+$a3Ufv|+jII5gf$6*I zO*m#QoE{r!^e+|+6*|^_JtYqnOX_unF7Y(ZNe@Kc7AkJw zd^TDpD5SrndtEa~dC4_1@EnI8gN=k7GOp)3x$ObBlL61RJ3IH1*Ef@Qoyjuc-gQQt z9i1g+Q41?iGw$g}BGv`|X(B@kmLbgM$=38P zgOPUwWhzZ55AW+tEDx*<-EAz~D_{CV=8_`C+XtHBh8Yh$ymxY4dVLi}xisf<$-(71 z>7y(3J19<(_a&)UoP1)~8mL^X$@@k0HPS&SMZWmaG+m$EE62>Qyw7WFw6AytxWW>Q z$=>n32<&&F`Eez`UbOmQ9w~M8+6U37p;E<%oN>?6HMBn8)iqY)jrujeR(&8?*L&x`w}&64pDwRkTd8{&YFQEaO!T}M zl4Vl(OS$&N3(Ety>*lNkmA-VYC%)R-H6&oS_xd&S2P3D>|6Cv7MVlqA+VrYSqR(CG zcu{gEweB%&>DxjtUjXI4n%>G4);ghutf7R=$A^BBiN55LZ>G5G{OjZAvur=>WS_?h zhGbe@T>cPp&a3jKwcEfNcnJ8CdzW2VWIO4u2S=k;9G>xd+_;x%6>@_;VSu;t=WO!_ zSqhYTDwTt~?mSxflkq&JdK`X#{8ieBL}Ux!7o!!-xyUmIRO0T}32keF={&z{{gI?j zsQ9*A&E*Hi8bx45wnfLL2TL5Z0t@rxJ*`rqyK0Pu=*IGDzad=bfMKy>|%y zwdeDz&_>L#dTrgIu>;?hSrR*zF5eA^-g!#p$EA;Q{eDs2-9zWv%e<&sUw_LPNnhqX zwK#ZJFWEM@D{dk-Msfa=e8|4>Sbfd%_U1ml7xtOR51HFj_m5z2MK#Us+}ftp+D4_W z8_;Pr-T*&(in{A`A^a5c>E5OTZqn3?%Rb6$Yh~siGhBI zxZ|CWo3_P(YL#xkc-w>N8R0I~TW5!C?ih+LAKNbN-({(x-i4k+v6Hox3Y`8kymWS64b|x&adR}tAl>*%RG0Qtfl!EeJs`OV-Xk0 z>kyu&1D-q9UpQ4XB;-_~u0CO>@wO@1ttaz*eZ%z2G`Kt_f`krdWWbbP_|9#iOs&4DKx*zL5@+P!j-t^WkN)7n= zwf*D0iI4=8)x0R`qDesQ>U#S}?^Ar|YR|4OE(}vE^dI=xccJZ(a#v*UW8-3rH?HRU z)km{w1|AK5O|P!VkuQg)%Keq!3D#ZxTsbiyyK|uN^N;?uru$2Kze#5{`|_;Si8)rj zJ@PPId}Qz)t-kl8r3(qOxyZ+kuMu9mH&E#Vx+7CcPl$cb#9$re>5>t|i51ybf36Yd&0lRBPF#3bra| z7^Wxv?rNn_cGf7Srvxm+E{k0wYz2k7^J{VJ<@1H!QzyZLXZ(Kp*8L2=5Y(DqG<}e= zv3gH5)oK#e-SL9~&l87iQ&Bm~5vG%6!l+NF_9`cWYQe8OKLjl~+9ZH$30JpPu@zIL(xG z?;U>@tLlJ^6kTvliId=k(X$7RS37T$9^$B^{FOZIcGb2>?`DQ+H@muGLi_U{^J|ps zdRm+|WcNH)hXQ_lryR=aT(7w+c%?vj4ApdS)|;+ayX)J4YxR+tyMD08$%k_5(mYK+ ztjMN_0TaO3+R4NZX+ulPVqUyS{S<&q_?t zW=1-~745%qiQT!l>~!(^NsE;+)`V}h9!E4366BA4LkC_kxO6dMws6N6nooITt7PX( zPoE08kkIqq!gRsgv3)2DelekE75jnbeO8%ULeEtyDylxOxfs`#`?acwYA4>;7s%gw z$@K5jf0QRPxhQVo!-V@Qdg*(Ccgmx_jdPu2I<33)2aCOo65YLIk(8uUWB$!Qgxx>U z>SHE!xBe}rl_>05aOHe^R=(6C9z4uSfsUv3hgC9*S^zZAQ}(Q)Se%#p;Y-PW(-&0b|TW^h+z zD2FLV?NNUt*3EJ;w6OIWuVWbaOP!C)U7UG4H?3SVUv{mxZJBLSsN-I!$DVReGkH{z z^gy9p(U~IEB9kJ;qKsai!jF$~-=9TSfyMHM8(gTD_q4yAHHIj7b)#16>q=aDIZQgs zlWCwTt|&mv)bnZz4t6b8la`CRgR?a4M_jD`!@2_Cn>$%geEX zU?YF9gY*PZ7x1kbhLMR*=g~zDhtIYa>J3c zcNVYmT{Ss}S+S>gD(11yA9*QosHT4PQ-Z?E_B5^*BiiT1KeVV~M$I**&3^UM zFOf}Dc{``SV$X33<9#DL%6*P3c0$SD``F_{!|#Un=Tvc7cnVad*3pjz^)xzKA$;yU znO3AK@%&=Aia8cA*m5d`WYF_h=OEW$>HS(I&8s3~5h5??wwli%e{O^5m0 z*Yc`V&mtDvF zD6rd_%j3hFmNHg9sW&eNax5oZVc%W$&1}0>k~p;gev?~6*Yr8PFFw`7O)9S!j%iWd zn#cU~fK_BI-nyQ{IvBuJ5tFvy_(iVKi7qSrQ`;vQp6w-SaipXRBtA?H-|vb3GF98t zK;CFBH(j&K&3~^y4 zXRptTx21ckw0xsmBIRu$?R-81)j+FMVEwpN>XWqEoK}&{n@EfFqBpObHJ+RB+}TNG zcc3?INlzd)sqb@FKi>=1T!%V!o1JwBX@+jqsQ&C2a#(d#?nC+aM}6oUjS@Puaw~=H zD@rtA^7Es#o?Z8m*^CY3j_)z(_o(cC)b?9#7#n4WIvL?~4g0FgmEjky-5S>x^V*iq z=Ps?NJX*EUcBs2A%wBhE7wv@T?5WzjB}23pr>*LWDuU$u_&R4 zrqkBwq+-8fmuFo2@W7a~i`Ke_weORNJMD>9bw1@oqYs%}Xivop)G{4g=R){#D?I(A zFaBxy;Ougf#*fSK=~`wK*{k(xdM)#29jtctFRbc3tFAu1KaqHkKexX=`BC|~^Y5(X zL`~lD)v~GGN^J9fgep_x|9}pWn>&BBmnW!W{*}{fhXs>+!xyw(twifRl-Q0b9hT`2 z=y~&ix1aP@i4png%U?39b0ZTC;UNk3{OTUt8^+}^; zU1O%CvisFHX8{W)c4-UW>lqbh+bhm*|Gqo$;N{E97YnkKwWfbc4w+Wn6}A856dlb? zr~h6HHlPlpqmH{Q#5BtiBI>GUlxOV3qvsU==E&FjX88Kx$vPCKOGYS!oA*IB=jX}u zq9F{=zFbnYN6R|+9lJNE{v?vjJ5|2o_ERpcPitK3)ZWr5B@T6_wMZ(S{+EWR<(JDW zyqYp)XWbt=d%DbzxQFw0ghpQ&&QR`aJ)`|8YU;qjs;L*B8Hf2W+DWLmtX%0`n7ph$ z37dTgw8GQDYoB*sAFo?lY&uGL{y&rFU%yTgR~0%DHTrl!@IPgBjq~ z#YNILzotI@MS7y4=>@h<>URtQJXZu88i8->AEM2t0s2{D{{iK&)*vMlY0swx+J0{g z@`zw7J%0yQ{@qWovFHEpC!3NH|J^K`0_FeiC)jp@{}o`Oo7!k-Lk}TwLGbC>fK+r) zyXWHRirk1S(M@eB{`qPs_vk<1{Q2Hu*tCm(e>D`=``1@*Dy91;xWzUVoBi|EP?Y=M zLjr}t|NYhf)haiYt^6b0n+iVu`Re~_mDr&Czh330H1~gmWK(MRKVSV{(cs^X>7OZ9 zd{e&DKS3hCDbM1cuihAL|EH@3_&0S5`{&EC6>9%>e+2k9HNW}Cy9;bC+#(Vth6@S7 z{}d(`782PUCT_Q|DB`GeO_?O|Z98;ddGc`L4V4R|SIH$0@eh-T)XR>cZUj zY42^g<*y$cQu(@?FW+-E%>}fQomVce#&GD4A3kdMM)P=?>yWORXWsT-H+d#_BQ?zS ze&?LzNeENwS1G*N{P>K$c@65tPlF+~p60%`XRp&P`b`Pg%t_ROPt z%HC&D7pR0=kPvN0)*!RSy{-a_Y)1?@Jy&U@vJblKo&>?#~V`t1ho*RY@4p+*PN%?G$x4deR z35FrjuXz>%Pu^iNu#9=x)@e9|Hn?Ux`a>sWIh|{^@$*yBw${GR@MS5 zVUs<3Pbfd%_c=HH=H0BlPM%|T_ui-%KURA^>&+g7i$?BY6K}heocq^JVkl*^gMN6{ z=Sdbal2#fzWYU~vkKp8N(Jbq694qWOdg4QjfGJB&x+x>+^RxWiKgu}XB=y;n#+9mQ zlnqM=B%xU`EO|%cjRN-ce2WfLJ43V2`h9K!$0;=fQMQ_RPMQ-}k4sCG-kwmNE*_{+ zk4kT@N+_6<^mnp%^sMC#&%5?2^zoUZBjn5pX-}jVIH1RrXCDg;&*T9R8glPDT+`bW;H=eEY!X>q4;H(%`3p z-zoQq-=DEJap3uA@3>EKBA!p_jP&!-$lL|Srt6P-FTYmOa}B){MfsksM5J8KU1!b6 z3&RX&$MRMfw$xL_VKDiON7vM{RKBNwjefXJV$n)9f0{j`>Ud7LE?GshLQs0lHpSPs zob)+#jyW20q@*@0%6~exD*Qpve-{uBUQHIX}qpQLeg0|9S4MovE=8y(%!WNZK zgogfz3DOUc0sZR#Emc&pV71U#=(655nXW0{f`KgAb=F)`UU}ADQaz@Si)2Y`)=x5~ z!9rLi&m3D3`h0_>u#}e_UJp$32wTO)rX^VAZluy75on#Y8YMZqtPaJ;nTsxlsC7WK zpue&^v6@gPkGi+LC0GqY@7Bm*i%AER#-FuCRDD3WC0HH8>J~WTs`81MC#xIVNKGj4 zIK(s?ZUOVDNk1DJ?<;Ur?{Tp01t>-5L6uCwQ3*yJfVIhe90!{N# zLmbLQ!C^yO@3{(EqP>8M2r{3FOf7>yskBB3QBGLUmtQgaehxLsuCgKIK~ni8;VAIN z<0S=O^DLedkz8+(DN#5imM_0g zO$%@5Gh(aKZ3!+bf@J4wQWaJQvltN4a3#!@Sn4PGUlFL&8ueBaXonQaiqXqs2q==t zWJJk_9d-vLi(@210u)(is4b$fZmz&4jGh{V z94$I~f{2BPM{eYEvDBeuEfNal8IN+iE;*Qgx!sFMC>2PrzHGg8zjl zWX`4J>IV-m(8C=^b}nWvgerkKGp>zzfM;H+H$(?Do+G1OhFln0B5n$E{%tIg9JAFA zn$)St2$6Q+_el|&jJ(4zkQMfxJ%>CuTp?7iI4Z=CB}zVbZ9<`XJY%JAFfz?8epIQp z)v;`03O|I%sPdrSY3)A>7a*fQn}rK84i#Dm>U3etFk9N^1WL}>0$J%>g9%&U>tm|d zErP5gvqON0m;VG62#)DP7V4VzQuO~ui036^5#Gm3!087!%?eFze_MG~-ZjmgB>}>A zR(%YTbe;;2&f&ReUEM|0y3YU(M}i(A5%A@?W`IL81`xvL;7|Sm-p0&=kKz8%CGibp zP!hcY9ee>Zl?Q{DZfY&}&;$6yJUbjXDdrSRCY!`8)^vOYzDcD4!3R@@ne_2$N?vUf zkavP~`Q%Vu<6dA~4k;+$L`f%w8iH8jtR1709VG-i-W=hcy1Ss#%@xHoC&`7h`D+F& zKs1)Pj1Y@vTO;;JLTOxFT?mCWV;9JFk_*h1&OrXz2BepEpBw4|ecp7SUEE zm7H224aI!3qfk#KV4hh1w1GityL=6t6A)*0Tjdy0HzW`{oRKj@J^DN$L{X)M>QK97 z!Qt%RqyD$K;T!d1g{QKhDfDYZyGQJ}jh(fI*QmR4XcDUB-MA?kJRQHmpyS((vu z=BW~@l8P7>rgxO3!82pWS96N*#~MZz3QrY*R8jhScn)CHj*GSGKU|*$GnRGk%4;3X zRkZK5E5qZZE81T#(?AW9R!i{PB9xs@L|i4_LftbnE=}(dqT@)=IG9P4?kS zQgN~Vmht_*>f&9Ae|fj=V$=o#?HtB#;_daP*B5R`yG|+<7 z7gC!x!kR3(HT{P+$kVC4cnZ*Mp$mB$h+2^=7#ebJ(u9-(54n=j=OWA3`5j9U_n4^7 zDDGjp(WW2P9*%m(9{@)GVlZ7(=KE~0{_9#7?4BSzFnYFf;y)f4-4bdl<8>EOYB4`R z2c$nrIS`L7KskvJ9zH)}JvZAfmecaL2|w?JRK4pHdfbRlI~QSpNsG@q-_+GIdmMt` z^C~DzN7pJiRY^f_uaIq1Z)5SED=XQ>m2oPq@t9bab8@_2;|fV8@wxlOK5NxdycCOfR%ZVsNWL0yEjWWxl-~Z!FXj{X zW@&EP-{^b*GP%x zCIOUWxHP_eJAZD%Qmpd~GPGYMh|T6kfrBg-dBECH@iXSM#r4+}t$xjKP9wvu(B3PM z$%5d4bD2%kh`y&dIJdi0G9P~OC*y||eDK#k>720})i(_+PqH5FZ5>9QZ4vP^N-6+G%GKr)B5L%u`P=`;D2Laqd+9Yl$Zg95{(mX^}Q6nImb_(M3f)-Bfp-- zeouB?+{G|ctmj6KQA}W{i}jPghK`RDN=_gSlo%!&Yj_>LS;8e7vnC}>Ko3m8>&gE@ zJa&p?`pw4;wVn_zb#Kn;k0kyanaONQl9N;RYIHQq9E{6pmVc_*x1AnaE3}c&`}q}u zFabkZD3fs)Da$xoZsFSNL~iQYFN5G>N)E#H$S2^es45-IfNKNTY_ZZnkU%sp-px(W;Nq*$e<_~ZLMJ5&TqJa726 zeCja19POUjBsS;k_aBM!{mA8QBvJYzw)b|^gnTDJ%BHSr+C`yj^#Z502aYOjfP)n>2_qQ2!X%PB4Xnrdt8o4ME z^=5<5jLkz?=ZNMP0Psx&JZdfM@Z7f_sVbsjBE>cqVv)P&99zWfxBpcLnFXKId{BTLq9C#4=F>1(_Gm;-HcE{ zmt3bf^ghe7-T5#MZHm$Xh+h~k#P`R-xTUByY809ylb=ee(Soxyh&5{X+x7+p*a|-} zg3x56;O&b&dvxyt)rt;IRpdB=?2wranJD-V_IH_-g$7L zoa5Vj)X(;9C?#WpZrz~3s+Nob(JK6&FTBm>sQ9P&I=Qc@i%+`}urrR?oz*@9HT`bBAaJ9PcqvX#MDjN7ZiYlQ|*I zOJ&mFyS`yR%^|-1=DKrmGhU!I=kuGa)9${3#?7oMHV)6=Omm5F`t1gN{|(UNzP_&x z(6h1Oc)O4;*qG!1nOsee4%VK}mihS7znolTe$y^-fc5B-@I7Nl7cy;edCeu+xni-< zu9+W4cM7hv!xlz|A2Jz+In#AZ4qy7I&F#>{eO zaXHn~c~l&|%W%+ry=SsYf?xUwRJONH|2y4Wp|8%CwX;~254@P??Nc8B|NL$t-P6;2 z>GxzbFXFc?jXIT>3lZnhBxUZ^N_*VgLH${H)~f# z#{KTRzMPyMTUAy1`EZKGcA~`_fgv9Jhv3MWk&K;}7|h$=eGNHIk3#b_>pQ!jE_k*Y z@Dj-7h3eNE&O#>pE zpd#2Q6Ia9gSI=`OQb%m=jwin0OYiA^%T7XG5>_{M;(>QYhaIu0*+kGyXdW4by3huBM0=LsHXc1_Za216+4I^W(|`g5E-$3%dK&_f!?SxoPxY=e zaSxLR#&1gdMy(oCkuvx-1>)=iH@68KeL&v^1S z>C=j3^|%*mR2~25r0cM`veYSEd?(uvnO zaM-WNGC_YHDZfb6$S!ZiLFThH9n<0)Z5uCU@g47V1Jbm31w~RF(1`b?Q#d&Ck~t@5 zt{*P@U1i|Kop?#$Eung?j^TS(VCoAJYp+*lMtDb6f%}r0dgd)NUMUqkxf-7cw9xO> zN7YQ4MMBhSnxwT++`E3ea0>q6*={tM8=~Pn^NW9fP)Xi!x*GXqIj?p!|8 z<8biRhm74`M+Mj|_NZgyl^~HxcJu#byzuT9N5E zq5g}dwzyMC2F`6GU4?UfZb4N5bJDs((Y?tRZ3~-}lW#e6PRd_K1ZPSa2U@lj_sCC@ zDX+3ha`bLvP>)@HQONlTWD|F?X)2BrgRz&zUs9{t!uLc#NmK&+uIF?6W z@Qo}3oW5Zb`>L-2jVn7*ifK#vR{+)?%5M=gy7_`gn3ASECe&xbfi%!g1Y3cza2Cwc zN}gG5Dk+&__Ju?#R3j2i%i!A|MUB7Oa#@;$9V_S?*epixQeRV>Y|`+^M9;Of_LsyJ zs~p1Qx1)}6;mOXEx|X}aEU1gw6?YUvzVkHDqCL6LtbwmMiqX0W5Ruc~GP&n!`pZJz zw5rIPRM%?7H%j|2Xu(hOC@#i4s2NrVn3 za?gU@!K7_07}8irDsJnQng4*E37Y)TZ$b?OBlqnhS0ecwDMbT$jI!S3#K32$YArx` zvRZg+NA_{_g;8F~gw~iEZPAXh=uHE92MQ@Bey@;+!^|A`>HH*7Qlj}@H#B2GiGB_473V}TFj&hzuvjW zg>BM8q|wDzgW*+_!J*zXk;kI#H`|s9RIu8iZL&sCf?#V#5LTNMHNcciZLA1mfUVIH z8)d3C5jLuA22g7Y1HRrM#;YI1z{Ci=ZX0t;(?rjmQPy%xZLchYB85k`dYpz0uWR2M z@5rW2X4>CL%&{5Nlt5Dh$74fKW{R50luVYpTA58|)DgCb|4^q6$_> zHLgA+9jXy8lVbGMo_x(jLj-pWTi;7tHR~fhn z3Io1K>=GN1u7B?qG1sr73`~`j&+mo!+_p!_$j7M#blV49B4n>hiOJm4UI6C-(-h0@ zTNn*1WIjUYg>VCzuvYl;WRysp+&-`iOZpkOCMaZW>Cow9<|@g>OBT_iH7 zz}!O&{BSc7D#Avy6d<@X9hR;o$7ag9u({l@syL+SK8wN~$TdM=ia0RhrLAwZXh|&@Qss;_aaA^~yr=|w1`!!~-Y!reG9I#l_4-xC6I>ky| zq#sCp;!CH*LK}{deiGv7s-a>BOFv;qiCjbRAh(p`BiDQ=NK4$o2fzOVY_030Po7|fp(x(DUm9BmRvCBBO^d41fP zF_u)9^hZ3YX$%noG$U*%g|367k66zejCUMTv4N)e+*clwlr$opU7Lx$(nFkmA;a)` zn59DEBbh*3;vYk#7@O8j1kHr-;t*h$0mDSq!K78hkC692b5Z7O^b5f-P^ySD=)x8W zW1ZvST%`@i4HHSjbErhB1C|Vz7bAR9UOZ%yJxYh9W@DmI6qO^9EQm2oK-B3y60HNU zk*FYGH^xQASX6fF;>>G`wG-yBBm{LsinDWI!72hhcKb@8m%d@c1)yGQA;`t}Lk@{- zfwm@&(P;-74=;5JIxnD86y*vpz+$v&@2xMTgc_=T5pmv~u}&|J0K*XtB({&uazus_ zBG>;0;V?TydOhHdJv3DkamWLs3MMSJj=-YaHBS@&Ba+7~u8aoZ;GDA7XxpBMR6jXA zEhd{})J};U9jey2i)AlT8Xh&w#BU7A@ri~nEN0AX_*a;f!|AZ1f2;l=85&nOG5w1z z8~9OjbsS|if-IbT-~-V;HVsEQh>RcW65LgSqrz!`OR`iFOdws1ofEQ-b;6D&lxOk~ zn$DD}Fh;-+IIcyN{Vezl62GBQS^o%o;W6oQ>+I&lr*tc1rmIs&Fc}r`aAH$q9fjY} z5h<+AhTTK`QQHY+>f}U>d&FFs0Wtotb}7iYjsW#Bwn?Sf{BvOiBtl;)K^;?0dUi*E zs*QG_rP@7qGn#-t$xeZ~s7`Tw^U{1{s)))3= zJGUCXGU|;+vm9---9;!_{mG?y#HJatM&!Mfq}s72r-_Jxj$Y6KjeOk7Xo&+ZBdN^r zch?zCPl5|+B}gGj&^EEXL7_HSC4*B?zhulNF=C9GIuc}M00vMR|EA%uX1^RKa-wmr za3OKOGPLUo28xO29Lh*b!n~d%*Bb?U4o8HxfvM zP-bz8Nv--^Ln`M1P7rhba^=2P5|N{}crJ|AvW2@;=#wtuI-6_)KuH|Zk^rJIt7aH& znygxT3t0g_tg)}V0Y~HG4onZ6AfzP`Do<2U$vTpPbmk#>iP~qBBieojf%!=~q&p~U zlEGU}vAb0EX&iQ#Slm*7Sn1u;Xb!zY!SIiu`5DnAf)G<9JVctAIQv{s9#H4_qt-BS z7y(O-8FR9kD;z0N$$<_XlZ)a|TR3JYbW%I8g~My#5H&E;bm?QOrMOz+S2YD=U#pYW zgsp(rBdlySqk5kLoh{Uw2ud381qWt1v5*k*O`wb37KDr-IEGYQaZN5IAHUJ>Jk@3x zFw%5wFu{2FZtFmTM5tb)ok(%gG|F%|v?lQpW^)zN_^p;Mvg+iU-Gb_xZOeYX@UgEC zVdH3F+GF1Llexv=Fl-Q{X$xFkg)A*!g@tE4aw4L z=r&D&aB(TxC}jmUkhZsD8h63?#T+!)tM=RwEG+>j40I~zpVqWk<)aush=^iEl8CJ-TKK?g$J=> zXxxUgj#v5Iog=Ph?zOyL0n{$uZ&%%XpAVwtE;^oXXD2tlKTlp{z2Bcl@YDBTR9}#OeidNxHV{ z`#e}w<@*@oAFCb7jAu=pI<5lg`<#~}cuM&3$pz74AiH7zz7t~iVe!plq^s~4e(P;< zgTFm0Mm)&DMe!>~jRz}HA%D&IJe8KSv7ye-1s#G<7zyWneMOL*}T9M9@lj|yi zH|kxu(1x`G#_HTjq^vbF(ZFz@=a?rOx|^X6J5TPB=s9_xLyryTG(B#7dalf^r`AY$Iud2rt(!}m*32h1RHXyc^`~^uLdEUT4IIC+ zZBh&|@5LmP?ZJAXS3*Q{1mCDt4C*EIQX|bKtdGMU<}P&{Cn9x@Rv* z<)8nkM{qIAZ)znKWx{i$vJ(-906DjEX!yBmXiUR#{mS!;M3xk) zryb=Yvp*wG)l;6jUs(R&zU3;)g=41+|K3R9tBc46J1(4mP7+cS+>W>wFgl4RtEOjg>Iv7#@UrOLk1J6 z6O0H3T-kMuUtG%eFzm}b4(DRv(ItGv58PGutsM*>%p=yaJgKG6=ABH9HfDdnMRP^V zydK!()$r+v4v_~yfKrE0mBw7BCyAxwri{!8Vbo42$^9U1NYdMV7A~P+mJYL*qL@sj*)H&_A zMoNLWBW_vn;>D+_1jO+@A=p;MS*t!G>EFm947B_R2B|*W8m}yOhn{T=sSpFLBw4>F zl6SyC6g&^V-qW%SSJWJ%vQ!jv1(pgGYZh5#v^q`ns<*6cc&x1lzqQ#o11Hjv7^4cX zH_VsF+R+~7=&c+h_%a*(u;D9cE^-b_2VX*!*OqM`K3k+hQAkBI0^aki2t2JmoZi3_O3u&D4@r&PL{S`_0B#cE zeOPWf7%pT|YSF9nJIAKi$(1hSkCG+zNj3yJU)%AB(xA+!3rgzPE-2l*phc#ag)k94 z*OEB4@;)aseb>)TOk{8&x-wxsYKopDlKteHO$bX~&eCZM9MO1WNfT9+ZJ``$cPE|^ z66f2_*8xc0^B-@MtZyJAZ5|D2P0>pkdk(A9J0qY;0%E35Igo@jb-qA7wJ)Csv)-Qv zfX{=Sj56QW-8tHxk|J&=Jk2EuC)gn7{-qs-E4IQ#Mq(l@JFsT(a*<5^4i6Za8FK=` zg@6NL)5jsp=*^u9s9|CGGpsAO<2T8h^T(r5REcie>y9YoACGsBjfd~Y=wRpf*R$D;&ZnbR0)Fp@-od@M z$t<78)fc%9@0<6Ri;w2-?$3|6voCUT8y%UTr_48oWIS~Q?d7H~NZPFH8HEWU?4X6` zJ(I0J>US`6eZDow-)JGvm;`>u%Fz}rPC{NW`TUq#TvbiOTPC-Vmy_a_Sxmh^Qmhe& zo|(2=GaKVHG2gosZ4~LX9K6hsnm=t4XpF*vV8HbGQhcmKs91fz#B8>Ou8e3KG)U9u z)TSw_wM1FBOMoaR%+xmVA5@^x<8JJ(Tk!Axq zB#v&oERSbNlpf;ET+Ddb6y`IE@p{)GB!UygKnmCK7+r9@7uvsNYSXq{HHA#Qs|Gq_ z5$TCiCLtf21iE77q(PV2Ee(NaxN)P9q4K@4-is^On>9VIRQqT9TIit zwb0bS?P00o2pnGJ=xh7r4C052m3jE^pc^kzDa7X-&v~8d{ZV3u??j1lfxwSnv^iDr zQ-LSF`T5IOVa=p{JrgY}f&sSRr;R|4KntkP2|(ILDkS=hVxdQA$cX-HVj6&Pni5t; ztBn&?-W`wm@vN|uuF>t>-T1B0p>1d_T{G|Db4%L#nL~){8=naKO@sxj0~ELLF_7N) z#Z_uaNeGD(x36Y+#zjyZIxl2mLL+Ycjbqt77+K8K9_91`=$7_BhGAbw8&UdJLe zGtP)vlr_+xswe!21mtHKGC7G9NBf@5eMaB0%`Jjy8}bxBUPZL+qM9evmJ@2aU3cecB3Mg^SETtB+vuP zekZBkJ6^CQbTfji4*EN@e47imY&Z>SMmQ zs3y9FuGe!md`l`6n?yW3Uq)EHCymWD?wk*qq0?|do?H~qA52bA9@&*_p25OOoEs*) zd!O60sV`$**#+t6spJkic{*zzzD)5)lJY#2@eGvfXPvt?|7P<<6gVlP3pQszxP1CZ zla0QoHSMRF2{}iiZ|*5|#bC*hjgP~JEx!@YirX#1@Q3FNJao=Ld+SmBNIQ8?QCMCwNLA z=Y>FyD>dbc#3qS~n{A8NA$N{-(TDfJB-Rf}3&T^- zF7D1JyIPQPNvkNbmXb9Yum^CcYiQi6kFGLIm62k$MqVAz5)bh$b}M+)tw5aRJy943 z68^rQyY?ilYfuCn(*Gqz_)~iNhm=ymHYUuz=jXN~Nl23d{#@a9d#ydUdtpd5Olj%)LR zmlOyL#axyYbX@!N_)SPnuAi9I@WxHV;A`@D`=XAk^O{eWHdQ0?~zO364gL;^te*)1phoWOnFW2r! z!@vzpQM{nvu7%hdGj>Os&=y??$$xF(&95xo=>H9Y;WMOQxkqLQ?TXAnTVqKgv_h%~xb%v!;GEO>G1?R8gGh@`P zKIilM=;#V7aU8x*UCZ9@Y)S$7TTqTjxJ?cO8ESu4RWb2_Uc!?TBjTtznV}O#ZBI zS<8lEw^f8_h*eF)vAAoBU7%zy4BK=fslaES!QK+pB-k1_vr>bI%W8fkxSqQ;pM<;5 zZW{anKs(pfXZQ0ye=tZhJe^cnD*JhkV*G)dQ@3(R$9VtqiGa{DM{@z=X zl?a^$ySZWkyL@!UOh#2jCi!UlWNcFVH6xPzTy zSH`J!(Ke3c&~fK z{#%E4%k@>C3yihnWu)yaGxm71kDF7@W~-cR^p+Ej9=Df^tddS319G#szDv7@cgJo( z5+YUK70^KlWeeOohGT2-&pHb{H-q#Z0)dT^xsC7`dXj`usCi*~J-~Qp8JFF| z<3awz<0nf-Jg7aQf{`aCv*qQuAST7VPiKmcIUdZl+wThkM%{9RvkUvO`a-tclUQ5g zbQ-a9_F2RVp`#r@QWd|^E5BkrMg9L9)MNV#4fx-~KmSoo`ac)8F|z$fIoUs`qh)0K zvtj#xBYXek9FD&<&G<((u8bUPe=s`#yKy-G1JnE`zH$E9x94Au^OuGT|Ll4=|6?Wp zk#B5&ts?yg=P)t+rPJl#-7!oIe`yl<57hrnz2avR?SE5F`lVI&T|6|`jdk*|N^?zrb@!wQtGco?zhU%aD{vY}GZ|0rxKWGpBR{aku^#9|G^8bG? z0Nekx7vPi3`mcKd06IF8c!M?_^ivK5(Q!QXhz6MaM5R^i@Ju)HE4x;8zfwI^#r7Z)|%4)1Prmd|v^>#l>Ae@R@P$oo6 z#9mRN#g1`+$Y~%he1)tuVtlSP5}C3 zQJG06mS&zjSpquVrlV!8f#JEN$1+G#nL?@n?d=vZ5mVFXY|yoWPGrya?Tg&f%9pC; z(psi!7b~r#mErnWbWIx-CoRh5?=DRV*b6d6BFo8nKk^NYRS=Xc%x77PWYk*rg;(_w zKkE}w`*$pDJS#}o)Dnxs`$o($EKAi3!X*K!If+4Pt%7zFtLoTg#_lrc6NNhMoETb8 zWSw-7l`1FOBbarvS;O@?35HC%NBJo^KXcIs4AYg-%BD3s3*#&le_|y-TeiSRK zpjc5ykWSScnt+teqbWrM5!YAHE0*3_S@xIR86}=-HZbLc`;?OFU|K2h;K7mhqqeG6 zNNd*mgfC{B?VSEFc__ibB8Xafhi=qtZ#ibY&@oD_&%0_eY5=ICHxDyo#^$xtkTpQA>VvoFPJ9?ZPB zRuH=_DU@7>SvBC8aY)XFXr_nTCyL0(+Eif|diJ7G7ZVGCG0%6Xls96+foWE-3IwKL zux8dfGJ-uC)(|n+_p8SHua@3{+lEwNi0V1Xi)>b^%|^wM6v%iyQ=rN4bD_Ct6@svO zqqW|ttbyU8p|Q^gbV%}{8Qh9YCBfwYC)F4i04KHHfmbdCoM^{CJ6X{prG15g0xYx{ zQfSB^9<#@v)2OSFC5DUA?wK-Cl;%ctKb9N*Fi%yEkU7?@_z|VXOJ!eUQQ9hG1qsqy zIImSoX`dnzRzQ5;I}>qcV0yeFU^7Oiv}QO_ONpuy2w6Q-YW?h4$*07jQBBEy!BbS)+dZsFH78(M8sWiiT6!!eRwp`Q-#w`)C1XZD0YT34k<5 zidvDatrA=U)e5A7LUveARiS*kP}&5RRgt@m5~(86KM&Q9goLXc)2OmrPr9N!r;;*#QSDGHF>Ee#b;0QpuogEpCe~bX*hs3IP}xow||4kXyk) zXi6(o_Dhn59^-2HCAOi1Ob|SD`Zv*-A_1g(%qAbSpPALRM2)J1$#oUgMvQh^27`v@ zjXhEQuQovxQ#L@}26i(x%?1D)5gHW(j22Y=!)jZVmIkH(R;4f2bvCJic)tz91Mq%Z zdiqhA&zmEz&cOqt1_-dpe$EWsg@yq@1`c?CE|t~*(l)*$$RQMd8e;*lIFAHIyyg~^ zbvi5#bg^7_l#_>sV;$V6%resL-s;f|BeeKaPz!qQuu#Gp7uz=%^gW+=jWB@iXXmn} zgT@aEKO8mWt?1Oi@WwT;sLK6tS|5#ZG*q5t%gW@gg85%**%N42evPi7OUux~oeS^+ zPc#xGcUBU=|4 zdxPhy>-DXn<03TtPr8r<;Cp_R zvIuO@3P~)a(ky-+6qGDb{qj}UlfvxNq(!anuO+NXE~Q0h{w>4s{f4=;&hUzUz$%Ap zxn~A_(oj%7I5-zRw?7{6tjQ7Z#bDIjvu2d$OPvXDLj-bcHDUh@`-)+@X_5^QkgNEr zB96J8R;i~K97=P9r`H-hXbC#y?0I0#z<{H$2~}!q5OdLZ(Dpt0jxtF+8JbI4TJoTQ z6|0**4dWnHuzqFb*1d7z($Dy`W!IC{$dv^uQNt6fHfEJo@wysMEhnMF)$N=rtPl^c zRsSJOVS7F<0V{C2h`Wa7)aT6(XTrk>4v~w>incd?)%YCGw?WM_0xh6Z18dkWC^!y^ zlToC!1{B9{)jzu-8+lR%q=TtP_YaoUyYDH20ZiMh`!)bStEeobM8`UdZkOW82Aqna z#T-i~7sIFogPG$qcr`DHfeo5ul!!jeGHNKWy1h|Fc;Htw4%v1%@1NAawqSeXXvAif zk-c*~k=eA@nzrm3DMEu5;acVG?7Yzg=B+Bgi5G_3GCjS7rYsuUe)%V zTaBYxu{3>$+p$?C+=5OOU>cK9L)r<#V~?=Fa$Q>q_SHnCsu);Po7F_RGfrg-Fbm3>WEWSDp4%{=@V@CJ_S6&tx zDx~Ewrq8GM6{1Fi+P)b(dH+3?Gq(X)pzj%^8~1Bje`yh0Y8iqGi%OaARDK`S4<|5} z`zd+^*0`Wwp%#)O12(MA@U3Un`8lB5I%p0W4M8d`mgmp_63{8Ine#$0MF*j-?og9H z@p_iUz6Jj}0yLX8ye4lUd2JUm*9eg5F=f^=Xo_C~s?OES_!`sQp-?>-QZ-D91%^5F z((s0L9RVa*wW{e8)~ZD$v}{R{Sc{^n+m z;l&y>O?kl;#8ExUea(onIQlzO#CR&mQ1jC2@OmOO9bD^%Y01Wf$yu>*VC9|R;349h zY@sDD!R(7^v6tdLT_`n_O7~c~E5YTa;qbjMQ$m>-G=uTbc)b$HoC9C6)OU8Hc5R%#(?4{P&P^AK^~(kKO2aJIXLHM)i z`905Z$bn9HIyVd5-d$XXITu0MYYYKFF8g85MgP&ERPxC3K~+_NeMqhkJz}0i>LagX z^Eb|1DMx4li_hN~cn!q}!9*Ox!jNpf@`tdd#Es4MAXxFSrxrtSBY?T-~O4S^1}ebsa_7TxnaR!u*b?2Fcoz7}lJq#^C2)Zd{oJ9Gg&vEz#>H zg#{?~dxhWz#{B`lm1%Ru1RU=_-f(P=6tK*oD#5tq0 zD~`Y!Cl&QLeQ$n3A0NLLr{lVd#C@%EI)uPoI~s*+I!GDy)uShByOtzmDfYrp%ylXD z69bSt78B4&NuNvllshZxjp&@(%N|QP7)7yhr=E)`u02%SZ(vUHZaIe(k#NXtYQH+I z^csN4Hn!rlY4=P!sIK!wC8Ef5&QLDV^~-fiUX@@q&M9#4;C+KXo+>EBl{zl13!dkM zF_X#|A5b~aD7H6KY9}qy9zjdXIlGIGCaDP#-umv0IT@EVg68<(Uw67y`lIdpnJAuC zhLPVc*7xQ)deN1&NifMf4Oh?EoSh{x-Z{(LM?QF=li@3GA~%?vofkp6#Uq~Dw?_vn zqNIIX@&ktKeQ3^Q9WVqBeAi*ldEnMa9w`kH(V3dW8l3aK=!=l)$KA({>d~O7D{q4= zB$q;|#bt@x<~$y_?#a9>e}uk0kdX9@roiOmZ`z*)Wqr<^V}_ipUl{mxAm7;-cV->JI}lwvj1Z&@Td8?% zHgR9gz&7?M>(H(h(`I_mHVwY4zrxsC*xI7O253nW_{S{`l%K?@TWrY~WAgkSCZFN? zCHzUJ6oucoVladgf(c<}WB4c*pw*&P8v2zqIj=)3g1*D|@nts6*W>;6&F)tx51-G2 z?*^U6)A82R2VJM{+vWXP*}-TMVikd2ySwMh>ru$yURqI>?^_lkeZ$kF+y(x6yXTE# z^YNt>-tK^;yz3bEb^@1Y8l zOd|E9?h%`2Mt7y+4qh&#o|S5QVOo)+pzGrCC%QaO9C7aAUt4glk-9hFPE=yI?~g+l z%RW^~*zUK72V-lwQz_Yv|L^c|{I6(pZH^UM8~O|??zJI0_D|`bq4rm)WCD(v#3j0+ zVAOV8Uf__zIkA|-kb<^j0ww2+`AL<@A3>EDxTJ7yDCV%FpzS)xz%A+^U4iPVoP@{P z7v+h;UE2F6_O{FjGh&%ho!4?&OyoM(x}<>jhe{HLwiwYUzTd@kcQa$ASI-fGoS1!T zSM%dReMm0{HCS)_TZ<=+7duBA=K6+}p?7f~QqtnWoSP+x&W*D+F6YxqOBap6nw&R>CL6c(F$RiVss8QM1EVdk%7_jY7I~TR- z#Pe}g)8sBNTzX*=$Mc%^h@@XE)D zRt4A-JaiIhcnOS2p#vmyz8-(Whd7IOgS2#Oo+7c!TsY?r{@hweAUFQ#j9avL-V!nz z#YqFbup^T0*(Ru*cF-Zz{ct5LV#3~Vv}L%&0CVBPSng^E)J@nlc*{r+eSSB35=R)s z51J^}&D`;LY~imOO~yzYqeYZ`X$9x;<$7k97eX>~@qcmlmSJ@)+qy9B?(Pss@QF;^ z9fG?%1lQp1?w;Tt+#Q0u1xs)X?jGdMwf6a*d-s0MbJm&PpPt=SqX*Tat7;TI-g-y= zj5o?|8p44JRc%6g&ON~h6OPh@Ko~y~hxHW|H0^Yx@__`LvkeUQk)webMT?5?7Czw> z{eIDCG)juTd&pm9(vFpA;iUHE0nAdo)Xt}`$#L+t44#x2`XAlHGBK-|4V^inJ`_r) z)sqh@yO$JtRqu@I|yB^hYFR&-o?Y&|0`Pe>47kDHlOA13M7co^_;vT z-lH}&A94Xe^$sK@?-=54TF&~fKVdvmXBbm`{*s>>&ewj6hh?Fi)Ar{HqOqZrzsqf) z;#HH+eS1J}D`rK)=O1IGiW5UAl+HR)aQ(&%8@bIeP?hP!;qW}j573fQ-e&RnxdV^l zKRZu05ES@M{N568y8c3YiC?j1O6=>P-;)Jk`qoizxJBo)=I5*jlb%oY$Wkei_5s+; zCSO&? zGat?^$O*N$wEekUCk~O>b=T+UXyZ*GGsK^?_?h4&kzRdlNlq1dY~c3S6ynl`>17lC zQ-2jBoOp6iGTJ#f3<2AoBb_)OilC{Zb(Z9>^DV>9P0H^f#A|z!Wg!wT%=W+@4-wGC zL%ts&m3-^0zI}+_WzduUsw3#9eHaxjo%bh3-*31YW^U0QkG|u-D@^{iY`vijnnpDc zuy;IwXYuF?Cq8-JgayfM3wf|b^>|zb=6HjwiXm1YWyQ9$OGxTUJNtqq{~*42Qozaf;aiv3U(H@RyT0 zxubHb32Yx9&7uyu-9~&l!hGi-1AHa?rffEqJZ3Di+UOmjN-WHN4%R;eSTr+3f>GmH9oLLmT9-A2eGf%OMrJ zzYh)?hK$Vf>FGItbW_rk+>boo-=S{RTSaAd`FEX_Ke}`P4iy#{FGLvs- z%YAJBW}({1$yW>U?X8^;W%6e#!$P|p@~(8`&fEJ(ZK2O)x;&e5dqyAvDQt-LTj;ad zDo*tIV8Iogj*h101bA0DcFK9`Xl4!+kl{m$19R5mxp1^i=LX1C;YNekIQA%0<^8vaYrYux0VWfG~*6qBZ7MlA&f1yIvS1W=hl+LQc=7|#Nm zL;MPKSI4A;LH~SwFOFg#Lo`#Vz-UpUv8L=b7pN7RGp5Q744=_FT$XOSJd$JoLQI}l2%DlsAcE(I}j(3#J> z!L7f2RYb{ZTMcd`NkNrS$8tLk{(se}p$}A%Ntbz1*xznSl774uhFb`JgRjk0`~2UA z^FbN=zzRXK@qiUR1!dg)e*!-L7|R8PEWr~8Pdj*lW%hp~ll|wm1Hj??WoHNczoD>y z)(+N&VRm*Nu(SjIPJsUZ#pV97F#uNZw1dTJ%?|hv_`^TM6airEUSqq4TZ}4$~H~2WYz_>{{_j|wD*e-V@?pDIgS@wXzxOH>W$wTl zlpqNEtP)|B-dfZ~;aPOcLlfjww=kwcnKuwr=WOcn8JmY+=GBpGa?+6}C!D1FWJ;OE z^cVM0u|w6)o1NT%RSFZE*QZ2s#MsU~{+Yb0lMJ={Dvr~wDm+nBTf5;KBro1ddx65z zRJ)=W$@QV$8%g5hZ_N(Yia!VEh&&2r6v~5wE>aINw2L`smO?uii;7cQ)DYBoW#oRl z=WBj=k}l);WQCZz&Z_yE31@7r{{$E8oGxg;nTI^9e;7FYrAhHYQQdOn6N532Sjns~ zIa#K6-wpxJZ%A2%jWi})^kZ+wp9Msr@CPoW??b?=!vy4 z!~y*Y3ZprIp-~6z5xL6oJMNp}=F}87y)~rMpPEGrtjvh=^;5V*aw}|cFl@!gz;)S4 z-j4^IUq0}u>MS{l)};GH6vdG4n5mA&|o9A9-{o+8mw{sy8y3<5?2-Li2d7~l=TFSVE_!23H;2v zHypcR;0gq0;N2`;dyG@TL4gZzi_Eb{^}&mhZ3NX_aAlx|rbnrQMwC;5`Oc=SAEnkz zclT)bbv|7EFRkndt&u~$I`ZN?#YWMxb1THI3O;%wTCCYN(VF8k(=Giax{AJzZG(U*!~-*Jymu#<(RZ~}x{?k#ZvN(lz=pfgRTa0KiK-%B37t)( z@$}OfOKHRK>Ut}}%I-QVLNQnNj|XfFsgz6y?~xIbFG``2QE06lBwgq!*?joaPeWfO zWQNf=!tbKK{F0lkGdZ}+y3szULV|{?gZseA`*qRnkTsJ}K7fM_)j5R@j#ZvF8j8jk zwJT^Uq|b`Zn$9k!%VADuTmr)e@6D*_QP^R+~8Jo!`(K$%zL#QSMlYKc!Q~QG3?R%bZp1G z8X>aq$@TB8kJ2n|7As6eTFh$=L|PaO-XCn+QftBTw7MEPEixDsMhT9HHD8`3lU2&zuslk@G}ou-VFXOtjetc zlP()bhOl0&?KE=*vF4=&u~sr;G;1-#Qv;&ptkoQp?aXfLpvKXo`8-d+Jc0AaOy}SPBRCyMkfTY4dp;b%KHWI$`4gX zpAZOSZlvw6#7rT@*^DOn36)+#`jhGt%Y#N}i1$1UT}Bukmqr#;kOtOr;8ctA3~ZfF zBmRKSoHfOw7f((o4bv@gNJ9xc5QA>A`Wfkos8P&o&)RoMYNU-uVGr`>nt8`eN~znN zR2ez#6jat#BXdSFoohF~FN~|fstmvAlo{IrVdY4kcLaJA^GAJ2?DzyvE2Lz7fp}6$ zk!QNw_}xBe-Hgv=jXC$5_`EFdYjAck3(I^Uy?MMuP{ux3(vqRD+81Qz@Ww{T8zpABv0>Q8#0gXhaJoU@(m?$FrBe5?T}^kb_vy2Zj%EKRPda zjs`T|#^w>2%`~8;FDT7*BpN>GZ>3jIA-R7=qm#*|VzxHX(Ij)MNMO(0tSB2!Ua&Y+ zrc}tU)Jd-^E&{#(+GNb6h)CRa?bpElIJ#zC)7BhNC(?w1@D&#;qe@DqJJ8U_K$}L% zmB}KQaT|1mWQQWN-tN2bgI)0;TE(&6wyvN;43`Xql2r}Sp%5ojnziL^reGiYnLVpU z=ahmIDaMN0H5Z#8d4RXD1B0KZM!Y{(*@!je-*R-Vuh~UH;?#x2`;7sZAh1 z@<|m(sA#CCN}o(}6Fwyt38XbrPpaAvN0tu^Mw_2C6A{hm6e}h6W;p7pZobog!;Sjt zcoH!lXYDv?vlJUDs)4$NrI*Hg10rRq@KJ)``$mi$YFmq?t-qC)V(78MM2dr;Tx8E! zu#%Qvf@m=0BuxX8kLs7g!6qD-VT8DwpkxwLV*f3ysOvy0R_62R;CvVo?$L%8w}zNH zN#-2#Jj!*-0^})tG7(B;olGsOv#Tj%jwugKFYnC*kR}OkO(L{Hx&CWiB&TBDMTqi& zLS3PDL^VXX@&QrVr`i?F-_pq(qKgKo;h5Ce>^P>H%9Y3HUofZQ=y9&9h@8aGU{ccv z*b3Wh=v#uJ;8ODAXN2L1E2WzFTkcP0T1$oiH`E{d4hXx zdxz$>7Q_gpgW;78IkrY-M7A6=W-F^LAQu_Pr`|`1{2r`lfW2jhK&2;L)k)6T`|J<;S?Fz}51y%Zm7-A3Qs)Cq{{{VI(qT)pkDS34gkp)phz- z*?bV9-vo8^L4s{$yLjrp62w^EMaubrz_AdBQ5J3vw|wC_xhaC5#jZ( z7^sWZ>Q&fj=N6;8OYndB9SNVh*L2U z^S7#b?L|T?jT$n_A{}#OMLe!Ki=IfR`*d9Ybs)SK(MAA205$PV7%N~}y9vY0+4?6k z66dj&Qdw3il(WnHphMCe zWGRuGwCV#Bg1`TtU--G?+LOM2wg=N$x}RUqPNQpH?_OS_SvFoS=Epz#d$_!+}~|qJ8Zr;89Mj7zxV%~X!R~~+F^g3pZBWNFr#6d=TGIIp6)+S zTQzX8XR~=uvkxu!xyG&w{yn)W*Yt?n!P^IPh*yKk(c`^jn8SS*Y9#fSB|tQL1$#*~ zl75<5{B5K3Kq9R0=vrbY4k;4mDIEe*+a#^L!nOk|O4mlq{6d}sD`s9D98z;`8OE7e zJ=aDI-k%LKvm~w@_@n|+aY^!6$gZxS(~!7VMpsvO(lrTqeceB)Y+qa*7Vf)LqmTJ%b-f1W10MEay8qp5=BvD^Yt;sbM;`Xs`< zIo#uz3o>ZJdLp(?&0I072MKWW#a}$IN`^V+MA05Y?k;Ww=o7X+9U_R$^KT79W$j=K zyR^=bC|hYEICzJSs^$$Z_US`NitI-ruL#(Za7L7yH<^0VCV z88OfE;*TGZ+Y`6pdXLZj`r|F{%#mAOlWT?l_`BRwR)TAe?B9Kj<@06ozBw6RTQh># z7NhY=O_FkTI0REf+36`<_UuRvW@d^vUt)5Z_QEC*Y}ZDsn=)|pQ8Kr+80l!wAHCzh zQMTDElXsD~x{Mg;oUM*lF~pYXSR@D4q&?UQt_6ERM)0l48EcjGYnJD{+Alb+J?hh<Umw|&uG18d1Az#zSI&re~<(^fx zDgxQ?&V#*oNto;{G39A=KYVP{Y*tU0iXM5OCNs4m zGj%Slr~CCO$#kkNCK5~1-U;2fXMBc`d-C3MhGR>}5lEn~#eP7r4p5?b-d zih^y8d4dm#IJJ5`6~srsqA~mTS*pmRy?`H(gb!R^`Fig(eupVkFIncE!nw5F{McdI zMZb4H?Cw~=af28|a?S98PZ-rjRvn3JPlfjTMp8E1Z^jpJvWO0pir1+B4m}lJ$muQh zL3ISGy*OCcX&H^80~Q99cvNc(@;5AReRLd&Xt*w4E2fnD3@EOZVWDIncB%Kp7HQYd!Et}uRW)*lTyEQc4j7Vm{#Dz+rc zwpwT>C<>W_Vvd3e!X^xF6Gf2o+gFULXKfw1OoOx^Sj{%+8rvl6`%W|jK`NXu-b{L9 z5b=tU+~sgrsaA|YKQ@G|w~#^C7=afIX?keJKXEgCb;0 zX@O%eG@T6Xd zib^D5;nnH)!0nk2{`^ibGfs7cc;S(8(Yh{7TZ$Se8#?Fjt_HXA#A-OAB6bK5dIg~3 zfO@V)^t@497RR{q)xe}+w5}!w3N#^Ke`+*%Qa`L7ruXrs*&L)Ho*YwR###N=2qj1p zleyzuD_Tn*+I(#*(z?>gZw$Usu*YnQozGt-ZjsvL*RV2kDWDaY|1x<<^!lCNgW&M4 zFxrtx^4SHl|Bp8sV!!F!p9wvloWMAP@Vi;4%Wi=gxgSB5Y#%+kd?pPi-vyN17xWnL z;OdHVqEqPzCksMybiI!b)(erYA?BMsb^*U(ju>Nw?aDMiBz6Ht)?elQP{mXxS!~ai@p+lpu-~E+; z^F|K{q5#5VwFs?swfVmsZ4IZRZ)`Xi3Ot`Kz4_h8y82&UoSm&5w`|xd!aeH%+x_pa zbaOub$|c`jdb_;n&(>5Ne%@M8WHCSM|JA`w@sRTUElATxvYzv}dHwN4py!*1Q1O;>#cVKpHV)qJ-DINP(-Yy>hi&%vv4GrXKiQQ% zIv@B@8RNj%eUrklTIJl(*dwFD_GK$&TealxP{fmil10sqPK2qFF153Iwjn}-R)2Y+ z_UKr=?~>klTv@??-6&NztAK=T>xxgDScAdLTsU`t_Ls=T8fSk|ZSRm{-K^O1!Sr{@ z&$YAqwlVZv%l|566I~{l{yyYb%LdZS5-(Ho#)-FSgik^Z6L-nzhyqX24?Da=%#haO z{MdFYi~pmtRA1oq=ulI!$7^Wex~SQCd}yLh=dr|ap8q2e=+^1nZcx;*g=;IpCOMr99 zK|@T%j~XGglOI+sHQg*vr$u6*WRwI&&K@D(Ml@py$|t4vE%=8D}oJbPYD*I_FDz-~3`u_W*oJ?$ZdR zj_Z8d${%%hyRh3-V)dF_>Oe2d`2&>wR&&)yXLTl@g^%^$b9OhH3jKBZK#!3)ItW_h z-Rbk;x8M~!-tlTXebh0lQFWiiY_t7s0$>D<*WChBgE@2Ufa|ar8{*$k@$Y>0tKHK=;)Wmr_OUZ&Lbm{fS zdqXWE;l7xKYL`DKTRQIq;AESr^1oj}NYO8n%k zI?LcJGBdazKHl3h`(f|>(#mIA<|N&xhm{q}jy@hkuOkZp)a!+(`*f(5UQ-#gv_;-L z9-5KM-m0kkk1CR);jzB0OO9bk*JJo{kh@~<4{iqPba*#PR+F?ZqeSDt;9OzZ?&&Dz6K3K;w_m$`Nh{$)ActDAkG%abS%T2+C4ZQRy@+f93)#!k^9Sf^2) z86faR@_q33>7?Oh%WtsiWbq@_>&4?|%<53BB(x3wl&YEV=j`ws2SYDi(z?Q3i`B!! zsW769NbNBV}tuj73tBd|^GV>xCQak)OB|JG{MisrQ&uzBJv2I;Sckv1fNq?@O zLy@tr8^(39{6vDD?@vwL`2<@%Q}aj!$}YpCaX;NE7V9Sv_v@j@*)(F>XbEdIdExK`5Ryz1m{6O$x{6O$x{5;^1gYbYy4#EQ-IS3DU*a{x-uoXPu*_{VGyYql)ckr+kJYZof z0IXnPD?sAlpiTg+|G}d3KTk^lR~Gi6xS&p>1(mhad3=%2{$wN(mqkz}XH21e#Gw|Af^Zx$7k!=0bt3ee*r4oL|!f zSXO8iX2%X}nQJBw)~uW5&ZY~-4HHxe745v8&JKz0c-$0f?`XwOt@q!NlZ(aIby^D2 znaUHRA06=Ah>Q=pF2G+mhRukTm`r$CkyAMFyFT*W)=AGKNb&K)t@!_}dzM&SS{}YG zy!~jUV8e71YdmkpZv*(`BHw6xbp3eZ#qs@Dc-Kq>(46=kYE9D~CuU585XYB~)9cM> zou6g+Qud`NU{j7#Q+5{2X> z<9)k+^y-}hytY>}h8%Bir>vQ7og^LDEEMkw3Qb8?62$u4>WjJj@j7PthKwCG$y>gP zSD6=CTnlDDsQnHTkPERpy<`02Rkt=*Tc;I+U;$xq>^ipm3hiq$%{C24+sm?pO?qRD3uDF$<>T;RjxpA*vUhNZiV zql+)&ofxW-;MBn=Bq|Fsi0)fFZ#bgSd@O#3py$p`ot$tW*1)Ik+VrBa{%QN&d zt@B1iwqA$npV%4IP4eI9c+CA+MZT6qQe$IqDUhuc+h+;aKQs(srG*LxbARCa;eOPI zY?Iym+nI#G(l%WzXWdKsdWE>5*mSSid(niPn;h!0VX+p^LP(+6?8+lZZe)WmhK#9m zvPe0@H)j^x=<`p1@n`M++%o9-h_Rz}%Nx8}K82Foi(4XPyUF29Dr+T*`Q0U$!QoM{ zeB*ECJ7GdLx|P@+LUx5IS@(njP;_-oWAnMi;q4X~C0lAgK97G@|8@_t$5}_t<-wU- z4(WS~_BG43=FEld(16)*p02Uh%4Wr|v}P`?cEs|NN$s+xHD4Ej7Y?s$q{~RrBFxxu zrn8#=qEQ{*AK<*g@RqJ=Vbx)WeT+l+hhpmkfCSQuU6RS9lgD`=-5;$3O-*^#JlDgE zy1e7wuTbs$tQx|aIYB|yzzrPN*c!zbli9MI0Fm-Wizb$rb> za{Uu1z+PoE2`4!ZSvW^QiQ%k8BsouZ%nB?ixFj(1576ausm+qd(k*=lOF*x)9$j~m z-NdR9K=O$o&j=^YM8T%=rRC{u&H(u$ef#)q|Ov#VLYC1o*W z&ArmLeL8De=6g<-8*pa8^u#4Vgj7%_NP=@O)_}Vl301bXoK8&Z($RlYrmw{G(}Xv! zf;3W}bJjK_TgJzE`j5s146jj;(5R=1wSDukP30OkLHdgW5LdX0C`Kb_3R*4(>(MQU zf3!L$VMFNFOO8wt)5y1BGIor0w$MUV-4W+!2Fw&PjX(?&VdvB$ZDDgNT65TH{cpDy;H^%r?^nNYB7*qfv=qM|4EM zu;G5jy3Dokn)bfraw-vhp8S1bprmwFmsk7OYZsKk)&=Z$*UhjVaebZK)WL>JrX2nm zNE&8)C;F^af3O7IMmu3^6D$$OvnOEb(*>w;q99f6f-7rU8NVh`$! z)^kzq49+>MzA0Z;UZtSnNN1*6DMULm@i;W|8Kg0*BD4Z5Te7FiOD@g?zJS-YfdsZz zxF>51gazSiLDiOwaRH)LZO0TwB;>nMS7tq^uxp=-WT*oqPnLrth<96@*;2?Rj@gr( z&PdpxuZ>^rvgLb#a+_k=m=J8h*^>M(-$h+KYi8}3nNZH#+8TSUZX^|v@{Z@eqq^$r zv<6mpbgl|(zQdcgdK#)X9?jaGuWKQs7VazR_{BJDGiRr8IUJKAfv8m?6W!#~U^};X zbIQe^K^+JIOO~`kwrq;6!SR9{#2TFI()$Z$iU@g~?iH!;7mg0}FNZ*cXU=3NP&M84 zoq>O-ojl|nqJ*5&feMXy>YCuO#6VS6RJ4cCA` zHzb|v+8bBxY_lxBz@QfCD^iSpcT_0k_-89h121Q1N+YkcI>dHP0V1}#M1n8xA_7 zBDcBb{I%T$t#Df>xirCB7>Q8R&w!6jXd_CH$HMsFgjAx-+c(*`9$NCGH4}>2P(mST zyZ&ny#}bF$17{Km>B#5c!0ld+cfC0P{xE_GeG~F$Bj{s)pld_80MsEDX~3}UFfVm) zOI=inN6lp57Pt2N;*g`@HyJBIhUI8NXTHse&qI9h1+lL&95CC{XMTtS8=DaA^QQVn zQW*Tdm_2HgYnz_5Btf&)x<%zxT{D+RRIfqj%ngt5GpyfNPGTxcEjUlO*;*7R1&R|K zifgJVcqskPX0Y2V%s{9ns_{n%JDNC|fbTib5oE%v3#fU*`%NM>$Q&_Suw57iZijeQ zP=6mJ^h_19YueXE5*!qUX;Uvb?Of~9p7P*!Wki% z4@G$s9C?IbBy|LYDegLIiuUdH2OEY~@Uhx>qnM_4;=8V;Dv5IstDH+p;DsqPyq zMH|CE-}CByvY~Pq5QINb2p?*uI}l9@v&lJ|4HON9%C!nQ%M!#Jjo!I1*iAsYtlM1? zITzr+53l>`dZ?s%#^tGF*GliT>${&>qM9-7ni_w*`eO?Ofs^A~73|Px(DZ;BgSZ+u z^n2LP4B;o+@OwDxzXu&(bN&B3Y;};oz4rJ&T(?&x{BNXM6bd+axSy@~es4xqYE7;s8@*pCK?ymDst)>Vi4 zJP*hByd4Wc5iu1z0d_WmhvQS=)%N-jWF}D2fnR#*F9X(xgERTN2j|-q@6D)roiDHc zY&_q_zdf^a+|u02&-i;Q3g$)fFUVYnZ@fM3q+289a&S_IcKSF~{{ADQBrVEi)#kAV zSbYs)VX##Rb1kn96T`}>Dfx|^kt)GoN;ucL_ZyUJC)Qs`k|JUoO(XDTl7 zXvaV$oLap+x51QzjZd;d>(5}E^auXW=U+cdm#zVx9{S0lRTvBJr-%nT;K- zO;x_d>+-{6Kt3 z=?r*fW>O6B1Iw4}ZX%CmR}?pe)_eS$ILJk~WR6G?0_e_wx_)eZykzH=gXWBUa^H$M zUAVK+p8j}2rq`|n$I8lmEm5H??)?l^K^GZc=P}dn`=i5mY{Pz7rQhEbj>WOkC46lV zn|nz}GEe)_?mvZQ&BjNwaO^X#G%$(WmNZ7Sab|hKTVEzCuC(Ayl83~;O_IDb57S$CK6DFk2NAXXej2pk*e`giv_EJ=3 zv|>ORO{Qpf>El#)uOteSCJ6hcKv1v3_${ekmw}?0UyA{)*<gvclCdd?DP{b^B(lhryMMxTttg3-7P&11^jmTG0x@aP1SaX`CRZ3l}`_C4) zr5J*GCEVwmC4c5nJe84gG#7(Euhx*eq4LGAtU^rEz8?$q#1AP$Crt#a@;mwUdBOn< zhW)xzb8A}-%-80!DazZQ^!P=QvTHNE+mn*epR6S;#$$0^cIMkB#&s%|Gblq*xqyRk z>9u`^p{O5g`xv;2qEL|-Y-=eQxLQL{AK%+L2BFH-QL5WIN*f3Nbw+DDqG>FKWh)(p z%9MU9hD2;@6@|)REY^cWoMa@XYHNi{Or)~>_ZcGbllt-u3~`o;sd`P?R;eAQh4Y_NV= zj_kncDA(KdcwgUdz3QZ%(_M&T?$B*T;-wVE##=F3gZH@Lx;x6kTi=yenDh+@nwNlr zB5H8 zCgX@3m&MtvF-?3O9GaQ^Bd8`@M78#IVWvT^4$kHDWQrdu87=IqF-1!p9Xm)3GN{Ved?b*TtJM_Np z1i48ah(A=7KWr#iDQAdfcOY`8d{6?_QU?zs^MUF(R9s`&c?*EyLvW&$&q_VG}RGI(` zdOv;@iKb%yxeCb3ENFC{4zP%t6F^t7N;@aKp`R$26o8i9fqcIP$m6G4z6wwwH$KrD z@@$J)3Wb)vK2@7e4aXd#)Bb2(pCgNpMz4@Ie^x6{Oz8aH5O`p$Ro~_)Z0(gT%it`F z{R@_?2)OyF=x0Ad0C(c2tf-O}YD)%m6^X7r$WmUf4|+?*$n9A8DQSXbj(@h*5bk$3 zw$SI@4ud4y7w&NbPc^~=<7`QUWgaJJ1+p~I4yv3lZaiq5Am*PSWfmImSosrTty6zA z%E~~O6bEa%)1VpY2vaZ>Qlp@|2BRs=QqsB>H3j3lTLr~623@#YQOqIwwDmbNz>ngd zehG?tG5&a|(#=29A7Sp|8Ni`0dUyq4-5oI*i7Pu!srFYzh7qV@?u0#+8C^+daQT{o z$w;Z~&Q-F$4VhB;|7zW;XL%yJiA^NXf&?x)Nk`Tq3?p>_L0)e%G-{moVyUqB8B z)24nyUrPAdKGy=GZ4iy3w3y&beV(`ABEZ{ThiCHM>4SCeSL<1P_nT$N-LHo#%$n$u zIAj+kUcJ`00dfn_A1mQ&PNZiNHPBo21PGKpdb5upOBbM-)zN`fWSzCtTckwe8Wf~67x`0h%e7lzZTCNYcx zN~)I^tm2xYa-LIiZn%<|N3F1Z{cARK#Eu7>(Z_cwp+<+suxUh z^Bty_eD();A6VWTI$CO!Ji@$Pjj?g4Ze{-n(d#X3&_m(I;*9$6wyNQa7hW!RG~>%wzH9VLOAc*#}tJp z?Um8<$;iQg2JM|g_`5ddRyiHIgr{>dai?##%;?ftb!l^ZkTNXjBWIhPMd|QGKAr*8 zmhxQb@HAcg6vgAvNd{!}7ZlvseEj;LG8Xer?TK1h*Z*22y`x)lFQ1+`PjmJSDRiFI zOo$*cT1n9=GW0n-M;E85Y8ol~X%Y8qMM(TBr{uag-PJm4B)x@&xNV1Cz@5arC<$1x zpGqyHGc?p$a_B=y>y|-xWw^|?T`LM&Ms5hY;qb3dH>4yj`WE&0k~3cw(lQ0fynIHd z64K!sM3jlfR(YC>FB(Mj{NM<~%UdNa{m92c@-&-`-X*Q0kdXCV<`@C=+!38UUbvK3 zyh$Gpn=lwQq&8>b*H@(y8gVF#ox_SG5Hho=sgl;EFe;w>u%2ccFJI;=0#mx1s1G0C zpwLxFPA*+F$Y`oQ{`H4Ng}jn)(>ab=ifs^*EME4QKZSP6>(5+qhO}(-cu*!9iY43- z1*KF|O6z!l#(xzL=;k%SgqyoQMMjGQsd05WKJ(45&wS5TZGtCshoi6zpgTa#(GyGH z2xR_CsexF+G+LINGpfj3dss>hr8EJyEl8ags)+0o1`QKpXFYW_oSY6p!djbm+tiwz zj&s86$vdFyh<|GNIH!uQ>-PksK9x~b}L#~ zChNB1-e8B#{y#nQnaH`EF$z#{+u>PW+OooIE^I!#L&oWn#CGG4#i zf~!8NzWjWDq&iP+@^ojjaQ4nR+Mil(exNzcU-IF!l+{3bHyx6biO8x_%R=D;Xp)QY z7g3o18Az7Be7M@>y-xY1<=JwV>ywWD{9oODE7socUf8=mWbT~IN{4Kw1^FaUR@TAU ziX|8jW!>n|yK=2iwyL&p^C}St&p>s)0TGGex%PAEW;=Az|DFO#%=NkhKFe=JO0LH{ z&l<~ccnEf>ai(zZ7anM}*xqKBZ#^aYuZ8AcoyPW(V~SOLzCGr@?o~ydZ6qov{uEKN zfU%|y#ZeVz)kXwbq84QTUBsj=1}ehwNXU*P{aXDg0&XGU4H~W$CHKF@@PIf&z+nLa zfWjl-#Ek%8fpP!A+lzyc%= zUfaQosBwS=umEs?1+W0o(ts6;2al2jzzN>)-~?}YaDqjm0N?~GjSWZ~tf9>bRvH@s z7aLgGx!A#)IJm&GI~RC%=K{~};E{#^z#|O-fJYhv5(m%j;Eh!-@Wv`PSg0}pH(01L z05^F3og2LV4g`yG3IJpS2fYda{u`#@e}EAH|0fs$7Z=-q!U)FWXt|x&h%bb8ojZ?q zvti(%N63iTX?mgMYVpZfDmvr@P;bPn)cXs2?s*brG*ZuEDJo^7XT>cO`;0CIf<-LW zm0r3}b<4b0J`KE;`nr?{M%Z05+ffd+J`z2YwibW!m-UpRO+?U*iwoI^x~6bmm8I<= z>19d2(Earx($_}fYvbgp4AH_Q&%0@)GOEeB{mvUkCzrkkeZ;&9{_E`M#8V{L)NTxX zss??i9zA*tGe=sS=6=KDkB@!pi30R7i%_}7Q`MZ#eK;>)dBTs_ToldK;44NO+C6iZ zThb=sSxn883No{}$gy*cg9Lf*>^9ShyaNKKGyUy0HTk`T^$fH4p@k~&aGtm_S=t{p zcSx zwRyCd9jH*abuDlisW~IC!a+I@C{U@Q%UoIp8YyLkw3xA&?Z#6=OW32KTo~^W7-aOKN#|Kv~0UrZw*9Lb)Y5xE#lg+K z|AIw-LCq?Xub}3% zlXlr4m>n&nYKXB1$7H%A`}V%f1-MV!>&YfKW@w>p9Sf&XtUcgFi?xlUujAM;K=+|x zu>+^rP2`g@QD^X3u?d5yS4QxgPf7SGbL({@*jY`5S3?Pdg&BV+o3-HZuap{S^a61U;2b4N28Wj_#gSv63$MVY#Padyhsvs6*LV_>K(-diAq*1Ch3Kop;QdXh_6nKhJN@es~&V>3}Vg6A%#nF66PDsCmh4Fdu zdf8tiH{z^_gKhGv!DdEjUxcA~VPv>Bt=0$=s3PsPIY!ISlcEZ)-7^uDTpP83hSR07 zAPS`H>Br3kTH@!QcE=x3 z*jZDt(Ll+;=;Puvw7!&ulxSu)Nxl;A_CfmC5BPK{O!Aca=&Trnr$j<5@X+;Mh;-w$ny%`*`@d&eST$4BJ9lX>0T$g^=Z$j)!$G6neLp)j9zlews$dHX`$4 zN*tEv7oHas-Mrs#I%pdBG_zSY;&s9!sxP&lUDrL3(Bj4+*b`G0LJT&W4iO_H&2l=V zHDpxa2DDc%q_)9hrc;Kp*irY@UUs5x|wU*FmEUq&+bcmwp}&@1>Y9 zBP>Ed%)XCc+C@&jq&%f!$(8*G?Hf3ur{D^yZ3WzvNmBkP#a^jQlmLAX#A4_yN=rPf zO*bMVbm{W=oPZ%^3r8asO1=PPf`_`n^f`X^hnSV5&(-AWCZ1_L9gzQ>3;A`>5$v8rQ!38N-XklxS0(G;A){-J+Y2u}NN{&|2)=O(?hxGF-Q9u(cXxMp3+_&EcXxL=JO6*~y61cES^s@m zYcsQ`sp_ujseWcdKV5YwhGyD1<_dX*GFq}zT!$PL7bXVgd>-e6hxiQFkS|8;W~gii$swp2rYY3G^@8%hij$5T_lY9pM52MEEzG#=sT7QI&7D zTM{6WWb} zJI_T}>90re^>xJhYjr*$@jnS@Sp^&}EGEdnyEZrfO5H{%d+3C)?f=HoX&FW597%6& z7MTCZ1t%tcwYS_x!Y@C%Pmi=q`SWMiRxQTVPBRHMn85ssDriWRRUbD4$hrWo9G--X z?rQ!rkpO)Fk5rBsnz66J*A)g(MLl%6))-AW9Zxcxm}&}il60stGSTdB!e|hAO9;tk z;ER_&4kW2{eI_wzua}XPZ+0`x_ouwtuNOxH-fu5=^UAz$PuHiwUCZqrp7!^Z_*T5_ zPiNkf;A#Tc2)gHj#Frh*r5(TZYx=!k4rPFu=OJXQ-lQ{FD|uJ6_MrxBs$!l>`a=}w z{ART)s!g9Y{Fgh{+umO8kNHXTEzV5g(0Etcn_HLg)f@DY7}7)dzH&&{>9S}ZZS>Z2>g1x zv9ewFSb%Px-BmuNr6@ehjsn>dVE}TQG`8*<#K~p2dixd$7Em+8A<~Vnbk~7ay#%c=h8b5=_x%pXZvWCa zzcu)-CFD<;U6M{+3P!mEPg4p;dP!DFXPKew7opuKaw;GW4Vfw~&q^xl2zN6IPD-|t zL)7m(2F_sh?4diVDZ-7* zq1Y&X(kmz=3muc(+l5@8;?tb$qTIW7)Op@dHm%3IQ=3prP0##x(k?D@R7$z*2~uX= zBDd~<>RznO#9L^1YuPBzi>6QWS?TuyWx=q1QWy!R<-B}{yjpmy`r5Y1Gl&)}!|Y~R z)9^6~^pQ;ha@&u-Qp z;{}Q1C3bQX*1-iC*9#L@4R8EevVjArMC$NBp523e0MzMb^G zif9N2CKz4Qk0=4t9{eBjfwe!`2C2p=03?4zERi1=XEtoUx*+2pQt4B@Yo{rjTO^Y16C;xf#4jAs%v5_&Ezh#@scCrMC`nT3@g1KJEoQPB#`$5v z*ricoTKPx2M{@WjA=H$@S&GI>CBx>{CKB_-lJ?}rcarv1#&K~(vjz_Wy?{0qD#+F$`*4b@)x`13BG7jP4GD(q%f=bmTvEJ0~h7BokK^%iUku1(>fw zmi=zX&h`-pfx|M^BnD7;rg@-oO+Kfr{SjM7Ti8ETF)2c7o!AJDZlpWAM`xTpzt@^Z zRY(|K0OsxcGWnMD(`@h_JtQuzHuT-Y{ZOxzie-$XMEO?9$?1x!kiki%4HGfmLU!#P z5N)Wqw;TT_Kum?%)wSyev3(rb?>J2|(y@z@GED*85M)xneE_;9fxtCF;uuU+t3*>n zmDD*t(RM68ynwc++cJNfaNHuYTgT&ukCSIrSSx6tssU~k!UYqjio;p*+7`>RTTyX*3b*5^_q z-s86uRJL{WsQazNm!yPjCu&?BOvVn9t*3FOqyy;&&*J&d^Zb>LZ&ep|{f~NGO$N-; zHT|lSY%rMnkhxJjUkCM5>1)!X?ZR#`Q-0jmsVQK&8hFt{6xz{W+dLL@GsF+jebJ~= zrI2y7WyW)LWYpTFPafUo*cUp_FBfXqr*G&IDTxg)@7q>J@ftCGb@;xkgEq8Ni#GQl z(f{yZqf-F;YLg{VDqb5BUIawG+>`|scI*Q=TJxSxVTNi3xavB#m{w4#Hm=Kus14su zQHq;hwp1Hc9uiS12=|@_WqWXHV=zte_&`nkbE1+}Wrh?W5{I!M=TeJ+X%6p~c7hqH z)AXUm_vGbFjgp#3NS7v87?t=M33r>K*4%lN-B}!6a)P7Vt8r5mQ9)eieb@Tb(64Rh zIo2UqTKNAZafuE>nDtcoiaZiFBh)dL(FQJHKshW)08@oOTVVo z?rp7vpgWGsmD@+s@^7rW9qp%?dRVze=AJ^Qc`guSg4Kel*!~<>mA;X~bvxTn+Z9jO z77lD+u<`PRv(D+E%kJTY!d?3w$ogk9@lW3Zaniws#K8p+URftMr5yZ$@aozG zjr!?Wzz<% z2dsZ9(zH}h^4$7Ptb>5ru{F55&aHK@G&Ry-oz`w>g_kxyQHFsT>gwoEx$^XpBbpgi z%E`2LA}5zupxZNLB}b~F`@Pvw9QmEqJPbOy?vlIKuL7*idDS9W2ARp#iI6l;x2hrp zL6tn(QT?fGLJhKb@hA;?bCl%T?ZB8wWn1$EOa8gk*cp= zk2HG{l@y%9*P14us|_EeGsAW~sdWi;#M_Hoqs_dsS+UDeTmM$tXgj1AHq;32HS36v z6+S8-s#Qa3sb0jYzo?1t_Dn78W&3vUDzNDw-i&3jMxwpsrBsp$ zNjQ2~&t1|P>CRlXsSe!V4S43HM3i~ViFk?aQq~Ukf0Il^CF7J`w|02e;=kL|4TZm^ zDTYrtS7(&HW}7UWh1FC*E-$XlE2UbD@0z`{`hwa-pkge&@W91l~)gq_vh_i&7QYofvvnAwQZi>*JmSR1E<$A z%VT$k#{=_?+HX&Xm6>lI&m*aH=icq^?~l_?*SBZa1F5a|)>b?o50386&xdy-W2>jj zr|)a)ua?g)&v&o$k;|zQnO<)1cX!jN>P^3>yPJ>YXv+4BYo)x@##7dgT=yx5Rna}* zAl|v)?lrYM8w2)XaJ&P3rtQJU>E={j83Ld5;7*6wQE9Co|18Pjz@AX&jC3O-6TbfnAx%`lfP>(Y! zz7;Sb)XPZf1n;`l`{ncb-Z95_RG1<|bkgs(Zug3AgKJF}?M6o7kOUJvjVS%w0Dqj1j&5-fRnzBLUbwtX^;bP5m1SY=Z zVlIt)hVzU8-9%zr&x$d!*=k;g@g_OOxpx``CKdjbjOnJ4o2YgqsDU473R-}|jL%OpwC?^q-`wV3reK93N% zvftDfyZXr|n|U(#`J2Y2}prVkYH(hwk*T=Dsr} zmGrsEt}_2iN&5P|!ZgUe#o;r$Nq0}qGb#@;OKrdDKsJw@(f)H#yWCi9phbjZa<4}+PZN|nvJ&gzo*=k5I3I} zi&sAVY`(#5nuTHC7QLVk$XTa=dfoMxKh_7CU=FzA?CthiLA$DY$>>5MmaNzjd_AGK zQHL|OA^$@yS6oW6_(}V;Pw zd9>>R0SunAEjF`dpF=7Tg{fE}d*gv)s$NsUEIQ9<} ze_>*0{Fv__D*nR6{-NS8Oza;j{sL70nC~CUk-+|;90>sW4{eVJs(&O$0)YNQPZdD_ zA%Xx<{UeL)z*7wvQxi05E=RdN6*7ZUb!nBYZIc53< zdH_b|j}0XAhaS^E3&Kg7+B?wwJxDuR>KWRZS{c(xTU#0aC3P5D8T?meEWkfGmH*1- zA9+*$l@05Ez8(IR&4*Ia008tKVR-@7KLoRY|HyXqKX7VT{wGcifbIX2nnSA6fYoXh zn3|($1g!R;R7S2#=jRZK4=8pJ151ohl+g0oC5CA$1h=Km%Xv=^Rk3Cz9%Xxl#Zp~{ zLxmu&T%3zz>0E5&bOoUf+nDt@&Gm#a3PaqW`C_X0CV#+^v3?lPC!?xT87sZA z@LV0hBH`}-uCpY9jhnTNoALSPN7=m9EY}=|eCvi9{Bz!LtwfqHG1$B?L2P-hKBMkb zXk-UdvruEN?#FzM1Ipa~SA|WV!srdybf;kv?sys!c;0#%GJ-=Fv6S61!z&pjO9YhC z?Y19ZZ<_{rON`Ne&;5wp^`^T9XLPU}@fDFe9(uQ%V*IT0i-jIlV1`nTb4gX9Lnj06s>18A8UKo zAQQ%_<<%eym{uOiT@(stLe~<%B=IKZ>8QvAzbm0Jx~YkJG*#W)IN8)saf4yE*x*X3 zGBJ)H1d137KNTV>JWa(i3Or47I39E7uto5tjxYI)=iD?&EU5*_XC;u2qVI(2h>`Yk z#SE#Il)i=Nn8~pSVyVeoq(lg`NN6sH=mks9Ad4e9(jaru7LmV4*+Gu`f}6J4UZ~dL z_3)Xr(Z)2OE+gfB=dPwe+Y&%}m;K&E7Pntw+2@8462;hMo_7mYsa#I(l4mItEJ>h& zY;I5ieCov685Gfh4X7f_38j+g~QA#Io==H#vUE)T#({nOn9ZtRSbBe1$TWe z7X=zru)~zOfL0zciCt4l)N<<5;0G%jDTI1>J+&+61s%V2sVxBlBgcn>r|+u;kf2Rw zo|d1K$0}hrVvfY#NOF$&9FmcGq@SQxJ`c>wY{02Bst_q5HD%IzinANi^gYF>91l;| zjN2x<$~1Rsv{VFt!TH&cC#x(g9L=Zb3e5aK$^zO*&Blj4n##0i8ijYSL&-(vGM5q^dyCoDo(4fNiD zXiUvwOBiNDgV;2iQQAPfDA9G|9z|Abh-+j)wj6bv^s4gt!~d!#Rn7ZMMqiu&4I*Gb zgQ}t0P5)UhR?IUzsM8W1Y{Lmd%ep14R2<7jtgz~HA{}I>qW&RllYkOeXR;C* z8cl?+z1jAJOfT2jEJ?i45#^uxUg5eV z4YwGq=^1&DO~48}$$eAd3Oo5ZW>7W8FN{@u1WABHq!cMi@2zAkK<^-2r;tsgYyD>m z&elZJ|JRWPq(9<(U<(0EX|2!gV9jJ5ts6^C0*G$a94eTqKpjf8gD(RDjOHA2Tz6hT zJMcDz#nciBW9H&B!b|i=zMBC3xB(uTLbAKCyA)xjs=Fc}4i`4?!H@r+L;qwos$eVD znH*n}`_Y2I({-|gMNNqWTbklAZcc<0WSoruDQb0F5LRliH^QwxEXkofk7EQB;Wbo9 zFr-GhK2_(g{4t~8RLl3t`TzvJk)@pcFGSxG07x=I5??lJ8VHgmE?N-sjV~e)ID4~Y zi4hQ+WTXOh~S6>*XfCZz7yc8gMw&oNgt|Cx%eOqjNs(df$APCaNL0wM!0p5iiB%Gs9aLnC7QBuqJD~LQ=KyrN zY$BZ&-0B|{@NrGNf?CRU66i6c-mi$EScok2n9!)ft;6{g@qOAmaE;f26iPB}CgN6igLa1NkUvoqJVNvgb zfb1OE`2}Q0XreFvGOF7`ns|0?DrF`FrMN*sA_r4^pkpdxKczAR9}bca5K@FEddq`~ z>=adfVg(T`c!7|p#`qE@$f%CCQxs9KR&@^S6jYbG zbdK?d?!g*N`%aAmeHzH&9%e35X4s)oRKiRmJx)*)91SXc$&z*xLAO#Z5m6T&roP`i z!74gq8L+z7AiXycE<+j!-xnm}tmGEdU)j(QpTMt;)2)8VN4W|zCDlm=vFM-lbea7S z67-~p(c}pKN-sZm4L_IOQb827X2_;!YuFpMAl2e0w|dB=fn5uSw>M!{0K~53Sfo_OUKqr&Uq93}GSw1_w8}srq*V}v6r|t)J?vpK@rc@J!L~UdcK{+MoF)ZS zpRAEnwo9GxivD0^OxSC~I|AR01+|1cdoF`AQtbs+1u$+z;}Kzf6HV8uCU;pB3vm#y zURg*Q!Csi~u&-Fi1Xrk);eHH@3H<)=xO%@yiC-!pze@=JASRLy0*oexmj)#{Ao^qp zqJRe%F?1pLePc{_vFVD=%s3WxAkx$8i`PYiy%rHR9a?gX+lngP`XSTc%+}kfMoV

        <5(dkyiLPO)(pi7+@xffP!w-)9Zs zp30pd`RDrE-E3l_{Mhxwc4?)S=WXIVZ`;#TV#jaS+u6W-Uhn5k?e+G@%USeF@25BX zw@a7XM{oRH?+9gWuSj}OSg-rmj`!B!$x2A=HReR4TRV>@ky^*LhPS7&bsmrFGiz{g zb_}+Z-+CT*NB2dmH}9DuM_Sf$P-eL)kc;!eC1=+YK`gXwVP*nhBQyQ^jYigNMd3z7 zlfu|No?g(VJ=^nbEG@aPk%nw>k*2w+kl0oRiP-GD;V(p127%a%yTTE6evsAbAJb6_iYN>Hp}L$VEj{hsa(ijtIfNPV~Se* zNms-FIHzgOZ})2=x(ayJo)_%$iLe@|+w~J?E;%iq3+;_|$J^d1HfR^AuoRzO-n2iP zr;$P>Xa|<>K$ryU7~aeQ!PGXwqCW*Tx1^f_-9|7~uOko5(Mt@bKtuSwxfcZgTBYlb zu+~xkTI%*|io_M#t=A9?(Q^MQ^ZaXl)U!E|b5;m9@XG9LS|*SC>$!D&?Wi$Wpj0H` zz2$C+|3J5tX?wA~y5$Tmdw;OkA@SI=`O=#qr4?|lYnLKxu^v_X9E)Jbwo1CM1wl*v z+^oA}n4x4$gY)&7n+d!ie4RKEI*zD?BoV>E%0aB67P$SNkC9k=DGfhr11A13fuu`SobIrR zCQBpViZq=J-(yyG2kHLyo~7~d4v$lpaeGqZc}q`?q4&pC=MD^7m*ml25*hC3wjpLD zRnY1d)|}Khi+*ccNT#VEfh1^0oNkTGexpX_J#p7XcDyIK4MiL0+-lE(3y(gLFkm1) zXRh;d9xiG)3IhZy?L{JJ*(esx8CHLGpjD?S|80U872Oo9K3WRwu0C4k{tT)*Wtny%TW0cSj`#R(zs5vb|bkL7&SHlaHJsGZPcjmakc%?r)phKc9 zc46($wLq(K`NRSUdw$6@1I zwL8sKW7%U5{~ET(UyEvbJ3SF_H@yu~@p$66D3ghh>Y>itR@IhCH^J}4;g6cx_NhB$ z;^}ao|Jjv0>YQAr>pGR&!8q$V@c6m;GO-eNqVh#GeYJAOi1y}aE77uIoVP~xm}|8K zef=IK!-G2Q)RgIQ$X+Z`{z^2V<; z;-n>>(-B4;*NP)|pPsXfpk^PIvt}d$M^D5Hk+Y@;jy3a-L=vtN*W$=8+&)7QxN0Eo z;V$Y1rcNG^j>1usoEY{*Y}MrYFUV^3Mr>8}jG5eAw4V2cz&-D+-fL+(#UXGWg)YeA zI5km*YvrC$82wacJt?B)Gz-GL6*?(`<6KD-w$^n@s@7Vr%56R=B6MonAH6@aS=c0F zc7v|%2~%JGg?lDuZB6J@hhCk_eqvLL^}4N&qO@S=dAf^5P?m2?^K}H5R-{T&N9ql$ zVKF>181Z=Fki!I8x9xLBy0SgfAJ*l+&=%O>c-G}=-C8c-T%H%$Y}r5K*>iek*BaO$ zbEfM09fCHSGUW@U5y9%~H&JqLB>uAq5Ayn1pVrX)i(^)!8_73B3ul?=XK}y-$HiTx zJ8o0*FT8Ph6efeU9f+1x`~wtr-%~3uf-KN^oSw>8bSCMw-*@Y)_7`|=rybY&Jkgr= zFda79V;e5l-JZ@9UG4|BPiGlE5DptD+d)sgX2QL{FN1qB{i9@XA|C}=iKj$n$d#C2 z@USxvGC3ooWE|uXfqkk5t+9x8o5R$iUDc=1B(}dSF`o5ZFprs+6_9nG3#1S}TxeT# z7ecqe{V<{O;JIB@aLGs?H&H58+oUQN{FM(HDefR#qqbwr=)^(58qBu|52i@1kw1p+ zdvHTe7&DtQ?Rf5v3$&4QaMmifiI3^vBzImH#MdUdc8JorZ=dyf{)&-*;22~UP+CVz ztio|YPFO=q{{G3k^6!1$LzJLaOznYuZYDpABjSl(fd>1G+q8%A1|wJBt+?a?5xk=O zM(JSrb0zWhp2KFEJ}#H1T6L3ZH(bU6xT|4uK5|edTAE*@f(J(|#Whzjk{u=x`#{w{EtgbK88MAS`{zGmjkBjnjfP6dPk&}6|6ks-wVMMcI&a6)B`B-nb z61r)gGOuz^sc`Mtas0R$B0awVJ39F6<*5ZYJ|m^fG5N7RCdvq>3$6!z4@LmrX}X^* zoyf1t;!VIW0IHkoYmlo3%6a}1a%H*&F)^Ix1m#t=r+sdHcxMS@_sL71cP)8Z;_qS6B zicQM?frd&R-Xgl6or$JPFE-Yx)-~F6L<_wK+MyNmN=�`M0X6E*)?3k%vR?`OPPp0X?EQMTs=bEuep$E;f4&CfY7}O!(qaf?5{k(j|OTll=VUXIm za~hTZ4u`9{S^yyhvkZ0wYPo!E3A$70%I&kK++~96y;`uC;Q-BxwR7lN^DR?mpFBsp zz1iRz#ZTGlDAan5XP)O2TP<3HC3T#82>sp4;jx6ZeJE^o8>ZvD&#VcFLAa;E+61;G zRqEPk@)~*HBNn`6fUx7d&f4TQowx0r>zU_wd*uke@cKY|_UyfZDzJ+6byKo+4BkB( zQ{Eehb?p^1?)`6$BZUEyD=D=R!kT7kHPAZhW6`w~x7v;}&bkR)r3yyqjn9FS-ueZ%J!xF{B|eR0%* zYOC-M4M<$iZ2dZ2U?dl0J>~A~r!~av-kmtIQD~|CG~4M8_C6YB9m9TKPP{+haeYgN z-SfzC0BSjMZAl!<#e2|m9qy5#eYcqkSoUlrgLq{-^u0TFiq=Ai$H?Xl`wmZB6)?&2XPzEgSUX*eEPNY*3={Z+z049eliBxs;rayy zd3}YVc|fDzu$T5a2{gV_|M_?Y*T^EwfmukRE2Ktaf9VP@Cx*#43RW&w`_iQ6{MY3?@4{5GG=8aOlk>n8*J%C2X z0|ebYs)s%4L|8QXVHuO&QWZvKXjB`|b45Cf}lMKHRZ2siN^YcvPnB%MbyF|e=a z(fhg7F|IkqbEOL=ViRq-3q}i$7a85!Be+7WF^?Tl>MxI(r}vd_7!Zeq!U7;B^k4AP z({dO7uOt-!aIyIV*+YQp|G8lGKNkl806wpjA1X%#VEGt>faODpBLFN+AM+jXv5^6Mto0A&5dyINV@>?utkVCp z+}OXe`NvKFE1Q47&cCwxM_QSGWyAiT;Q4QC*#A*psENW02d0y-)X>y6Z=* zGWXGaoX*5QZc9`ZcQz@Ns-LCtnk}CbM6$#0J`-BbP=T$<89}=0Pw_nWmj_4X>kHwF zt8a$!-j){-@vk;=K+;&6tKQC(%MWCl9OKd`{#u9?|B}n^Jccd%hh>cd7hWMcg8WIi zY{_hy;v6FjF1kcowJr{klBgL{dB-J+-Z+e%=E`?nuTVd}^|mB{LxPszn8w<}33^)N)I5_%mBoQhUG}$k)kM>fXC#*Uk-K=EH)|yEK$8L_?lEFbpzX%`H~Iamq~%q>c+Qa7p14H!718CaLM^SfT-T`qT;ng zRBCycrN)g9h8l;`lH`)?w=&^SZG8PYf~iSIJJj-lMxOS(V^tljP~neIt}g^XqlEm& z#MH&A6gofiXCiSCu>@&8`-)>ypx~i05c7+A5EIdd35k*aOoBAf_JI|jq-Nuz7B)v6 zh7`CF5C~wKOo=P6Hi=;$i9>*i>s(0+4uYvJ*23g}14E`41W%0WEdjPSY!X*{WVzur z33WlRHEGDNiu;7YQI|7JUxfq~JSGGtFt|pLBL^l{G@SEOWs#h~>6Ejo*x;1fTq3y6 z+GnAz(gb10l$s?gOodqY6QW}uCe~MTZIhxSlVA|U(z`yZ*$p$Q$*dLe1!+V0X{Av~ zPsuM#pw}Y~d35J34ZfPv#bLdXdNp8;gPDQ~2s*j?v?hIc!g!IG(tA9z#?EQ!|K@36krr`SW zod|>!#Ds(egRQs*#6(At$mx`TsT4IsM#pzV%QlE02aGn_WNLsOVn=~!*hGp|9w8(M z(&6M}i!+OZ@I@Wukjy4H4{mqCpl>(ptB%6Y&Lwe#z`OWABs%q|Zibi$*~-QV-wA58 zv*;l64tWv~U}_Ar=tk$GqJk*go~sM}m^q5Udu@3~A-oPK%}WnXVOY9(h;qz6-8+(| zk`$mz8hpcJpmT+{_?2|7*r^aD4Hbt#1f@X~G_4di*98W}upUSY$-o<>i5fPe)1_VKoOD3t^SmuM0UxNX|~NAAv8~MTy==frzk$ba}RY z&@go=+k`PRo!#e|gp*JElAnVGWr&~9_aY`s<40eTpMQCl+5FsRS!KcpgrC6j4?!&< zC8{+faY$ea93$$2viR4MMf?WyX!* zA3}ZsLd#Xczda#G9*#~n9s=V)^Ru)|87L=Pq^LzFO_=fdsW_fB?4)W8~msVF@At$PZ3cxXA0^ zCQ->@eC%br?g$XdOO$^Nf;}?|fOQ3nB77EPpW7f9E@>116B$YfCRUyXPGwWzR8~+j zWQ(O-{M1Y2YhiGYB0KbpN%;7Cy+t08+0rNy+aa4iy=3{LX4fLqA-JYZZ#1OLQVJmv zOEkM^(NPFAz+kFJiTeftn0q`9)m&+kWrOO4xA5=)KWEtZr4fIRgthqd$&E`fXmuq0VP zLRmmNr1zqFo!^0FipKUzTtwTKM#OIN5J#{UlFEb7@75_gOdy4hj%X%A7^3RgpV5)O zG#3fVPtARmP5%OND7yW%1|5p`2ZD-PZ$&v{ZAGCbxQ_$(86$}1fiiGP4*{q2@i1qZ z@oP!e7uaDh-}bOM&{)pi&sz|~LjLNEqPiPd1+F0oa5|uHf!|^yR*UEn16Le81VZSG5Llu?@8#q)TL!AMA2gGmm&1hsI5NyF!w=fH z00%N;D=Hh>7`SglF~Zz7(9@*c?zsX}ge1Qo*vbs}lE7@H2xEepxDX9ZXgIL4>y>cz z(5tI?SOiZ9yl@-@1s#ZC5vQiVF#PIdmiYYB|4ZmypJswx{UoGduTa7TdV#=&5tO&^ zUN~Hn(Pt&WICfE|kVAS7lqh}agCAnd^nyQ9Nt&C|hn7MJ;jU3(vMHVVnXydYKHZ@+ zegV|{loIrZtTE74Z>#KFRhJVU<^M`lBHL%fzrp6Y>x)gWnqu!$qjAfiYCCm;>J06H zqh$B1rX*thDAQ5|46u^!1>iwlA0^ zoy|oQOxvKIu!-{Ge$Cke>>Pug9!WB3w_M0NE_HT+6- z^h%YI&%fba^zcNAeUx7N^4etI4#^b&({u{&Glr&ASq89?MLR~p4kIZjWzV) z1IbbQ!rJe*hn}8i;O0f1H_PYEQ|h3uUSGBxYkhTnkozfK)$Wdo8UvE#Cay#Ix`z<@b zm+`$lUiUT)Co^y+y~+myV3H$G5px@jRZLm2E2P|UYXRi;)W~>V4+=dYQ%i*x&0bt! zU2|Nx>As;^t;~6?%onRzSF2dVt5`>?SWBx|Ppeq{uR)C4L={_J3RACDdC#_D_n@(7 zB4n%ZQZ4wY4!mqb!uuwnbEbv|r&TBi#s=<@oIlIm943L4C-5?sA`QgDD%gZA&XEQoA zV~bbc;c@%r?VaswTUoJ7%G8+HWIT9c(v2mtH7U1VxFD;l{=%GSt9dvD%fd`mr?6dh zH2;Dqt1dD7f+#J^!`{w~cn=8ni5_u4Ro8z>b?c2t1kUqfqv9Q#3iFj&y9 z?wSh$N7vo=-eI#D&O8W97M;aL zS59Cc??}(k5)>Wc^p3NL8Z~sM`cWDK5gU-$oXBEAYnoa3_&~Z8AM(4(=iL9t@PfvX z)^aE8080)F{q)|PC$_^n6paCBV#_?sg{r$ytD{y2j*olJ|MmfIbz?}<@mVkMoL17! z1b9>$SC<c}eV8H|=PxAPbGNCz=Y6 z**4>OsK$ys3;qGnsTR|w$A9X}LH#*U%vj?UO{J zMeK?%NIt^Ul$59h+*C{`0PfsEDM7@vy0#hhi+D8Xm*#qZb9;vY93Gn@BLsSk_f|tNZTu(fo2n`$jT!mQoOBQ|CT4RzvRg^V@3inJb^2_a{_^;E zBs!a8C6EJ3+$)PH&6Ntv4PRyv_VDtuxGUf36}eBlgOs<7V-pQN>c}~@SXFgC$+5da z{JV1?6oF2|Cui2?*iD-%IfV)=vBO)LazixWKZ4Wb=%!yRu$vSKw~#}?ZLfDB?Vwiv zd!Um_!`1|9lXKDD@lsaoz6fbCXHEkgcjA*Z=PLfVo3J2HAFT_-s>5U3H^2GWZN#C84uR5$@trx2Md@#d+4NKkncG_w zjE_~0MFSf`;}8R6wkWgMjPRQ;(J*P#UaM_gjSc;s0QT{lxNDl68|%R6 z~=I{)WC^Wh}VHZ&tI6aDStl)oNK# zcb$F%?Iwesajc>(pX7X*nD)9NH14=+i|*a*!#;1qL6{O|%!C+TN`Kwd^pyz~E0nm4 zZPjt{`z5CuA$IG51GQBl+;dN)1)3)@eCq7fV2@EU!-Y*XZ$2cKMfA}Xar9$;zv?yz z=!szG<+Cw5p_ETyRN=-Km9L431(*>e&+@SLl>O+WrtfiSmH3f6;)kk=hvE-UVz z4-D~x_`Ed}g~rn5b5))s+=Ba~mnx<Y02 z16~8p6E>4SE77A0Ei^F$dmMyU*wXeXnU;QgF;37OOBQ64V;yqRW6t~(h8DDrm6jX7 zwq0xS-*R@`P~YP1j@prll!uF3|2wE8mddaB3&vYh8f0|I#>T?u{t2QyN>knc0im1! z20|~&*^?K~w&u8C|4#^Yg@6AM7Js^>e8Y`>amGn#cd)sde-;l*EB|7#bjp<9_R={g zcz)Pzk9$o0wKgPvPkG7Ii#4gmyt$Cmsy4*2*%KJbE%YxL9r0o7S>3~iuJ>Z`#zVeC z0-%9sZ;R#l7xK5_=N&GM9hf?eA)P3zHnH*RjE~r~t?2hSkFR^|V@2$=^L}*ZS0-X@WRhPd#Mx&C_u&a-HBT^^M z@L)~oaz1Pg^c>DEfTeco_XeO5rIX!GeD}o9)f6OWlm#Rl#)ZgF*e z?k`~ZYg_&|d@j;}+W_IS*`;u%9(JV!f!8xi@A7RIvimyrecOQGoL0T(@o%iYR>wvcliH?(f_+g@aGps4a?|2Y=zmtTiR?5jn9V#CNn^WLyKuslHCdhmswp12nn97k=MEYJT53C;eOMsf&5~^Lc(#W1fnQ`?1%p3hooqC-?SU(~VIdO+vmZ=M=vOR7=pMr+)Go zj@n(zRS@xv1Y%c5Gld1vO=D}vVrNw)YE4G>Pkm`aW271PATwB7Mx{r#n!$pi;w~Gr z>aTS-FE}F*H_!}xbTZmU8c)AT1}-Ozev(P25hoFu2}g>hfZl3=^(SE`{6%uFj5n<)%cl8c;D$P(v`D8#wlng$LS2H z@kf*QoE*I5(Rjtl4uU>RVvQZwXFg*ZR;3*+f}cwGY0uFV(JTxYm)Nuy#mQcN@GIW8 zH953mnnJ5;$FuJo=VV%U#wQ-|UBvz86CriVv3c@TC^lYMO8POntvv3%KABbF(x~S- z=v>t8w6s(_xJWtV)c<^$eBi)$alVdI$(8Au#HR+bRzaAG^*XJV#nuW;#gmwTn=@zhJ=k(==8F}E|{}@ZaLjOl_=4bUk0qs7M zO8f~V_*wnWTK^+BlZD}rsGX7}3|DCuk z_ZK1l|6s+lF#lsF{0nTB<&#SPxA>xeW%G}aj(=st{@>q$|Gz|ZR>prMcNo)=i6IfQ zZO6X!`I+yP7D*QmM2)82!)h%a5>(Gt1y6j&|4pA6sgBs~VIw_8WAyx(N>td@5=>82 z*(JV9KQ<<^s$7*+r$MSrkyiLw?>t!<8nSs8RPZqVj+At{P#H*pjs;VxbCZYkQVygG zeOWy$i>}vgdL+mSJdU;ofUqJWt#6mCdj_R5-LSM$jaSK z6o0HLKw9VqQs`qd*?xqNbcCO1DX9Qbc+HMoXk*{lY1umcJ5E`0!mS8bN~bl~=PbF6 zWk#|j@vPlt$i28!(eg{-Flq7+fg=wVq2z*3x{&5fvQxlP8fz9*yS0XU*p%jY@+eq^ zi7HbMFHIQ=;f@MrJHO++z#*=pWJ}`MbD0heWk92HA!i*Gr)aZ4cukVw8%=t2y2N}i zG`Mz&H|3)kWi!h1q$Xh@Mumz^z_)U(df27Y)L~>`F%|cA{u(&{O%8|uAGR6hBfi$4S-m=3^Dha;Zst~&y)|9&^bQ7t0a7YAIO8w&-&7ug6BSv9V`0ci z9>4c&GGK;KQJTUsli*&2HLRq!lVibS=G74{OV^m2lVE$nlAuODFgH-RiVF~+F;X50 z&Up%r$&QK2%LvwKY$Wy&l@snaZSw%ckZ$M!;7Hg~sFLlzLNa3QJ3LVo>!aSKwB$D+ z0NQaZaM*1QqXI-hZD{M9aHq9NJ=EW5w*?;~7&YL*5)k=s|(z0eBhor-q3R_o}Ii`ACoY}{IoBGAVd6%vo#6==s8U#;qHZ(jM zj2bK2LJGrR+E)QdNV?QRkvzcJhT0|^i~y)G=&ZzWLltpS8K{1&U*khh!Z(oN^IdR4NWt8mSd|F$l@ z0_f6pVmepO!nFeYGUO-;6dMRMjG8nh3hDwHCjg@xQ~}gprUYbJB3;^@DgD^~8>O2- zj~Hq#o)rdppL5%9f{3N$D?vgJXed;Mf+;Y?a+Wz)F_-Dk`AQQHAf&NI#kmvDX$J}!Jj@E7{x#?j<9PcS~Rcg zQeDzv69AXNPo~6}ParmH4Ppf@L>hN9;#e+h z$rQuVGCE31c_g3`d*5;5S16SzO=Oub!ilT=z{kFx61b3L0;6SR{J_=1Z#`L-R@RU` zzR>l)P(qoBagP|{zxN$sJSSZy>E(qs{ONni*lv&rfIx1O$_a+V=lqre30qS8#F+`X zu+t7%ula%3A<%y2-a*U)DVux${>m>bgRp>;!A!SF8OvYV%$TR;l0dNE=g1BM6=)O5 z@}5{n=8Hu%585r^asccrUKRUQezHs0>Pt{ZsvHrt2cysA*5{zpcGn$PI@Uwc$VjV0 zSoFYtIa1A|_s`XO`(jiOO{jzOFD&$Wn+j9nc0l}3-??GQcqpZ}q}3pSN>tyUjfui*-MFw?!-=pJ8f%5k z*ab_Y!@IDoLPI~R;j0mG6-oQnD}LrHyoZ6e$kMSQ_Y({)DrXvx7ZStPthC0iAi(71 z=P1Ci#RrnXSomphXv9%a^dsvkAyq(el0a1ee2JkENfoFgP;aoorR1y3uw?`g;dx2t zXpcX9-2`$gQ-Ng6s}hCTp`f3vbH4q&abjtvxV@>QD}A>9Nl3B9q$mOszZZF_(B@mM zqc{8J-e@P#qiO^qpUBKbVM)M|ihTIh`7DMk*7wnm*=von)kpS5WjnLze@APFI7v}7J|oFy{;W0kowks4OB zpRi7V#1BsLHaTS<(h7Ce%sL8)ORGStu-+~==?iDo@5Fk( zdH1A|A5#oLgK5vo>SCi-a8?8l8f82x02E64Edl4+rE=ovrFajq9HvqgQWe~W5?|)o!x!zW3WK@w70=q0woiY@X%qk|eUjL##0UlX5zSa>KuF+9@(Y|~X1R1x zX%N)|XluiRN%7#26I&EH<=9U3)+K7QhO`%fQEN&Qw41(m!#b?^8-=;DvK8Iw7<<_N)o#Uz0e3`nr9wRS>1FTX9b=r~1w6;r_| zLB-k*o;T{B z4pXPY=(fHNDixQQ<@)m5AElkBn4WS#Y}puRIoBm@q8QrxUieg6y^x)6iE z?3=H!ACRjG36OtT6@|vAD+>8Y2lFh{1?yKHmW+6=^kaE?AkxIQ;W`cESp8Z$YKbKO z-U2#)2v9l$Oi_t)73<@dWq(bvA>$MIYEAkdU943rA!)|App=flZ zMdzX~NZ(?=aFccg4}CLu*Pt@(kSyg)V!8IYNq6nsP-AKw@o9fKUQ^@i__#fX_j$SM zX|3Y@xV>S^{y5tS`6O>Vz0Wj$+)gCB>b*V`eoXAGU37va`fW9Kz76=eRRq=r5$#fK zKe)aQ7c&jQ`ar~GP!JHg*XiuNZT0B!`MmY$;Y+Qd#u)$fpmq5cM08xB<=lbXnwAS* zvmAyKz9~T-tg3w)7-@W4w;blED-0{*CihOvcOK|JcAox*emSPIC7+yYRCq7S`<)oS zGfqx+`Db(25R{AIuKX_E+gykpFCUsrG}A89l2~&49By4SJ)hv-Wm3-L_5*C#POZmmYz_1>v$ zZ*+XGM|Lqu6FoqKcyxO2X1{eSvl2rBVlAu#u^20(b<^2+=)2uOi$(R>{3CZ0ZLC3| zF>mq^AL~FlXmTf7@!^FXT&bcp_A-2a>^ffCo0Gk#3I=`~xkTEQ(zu*-92bi4Fvt9E zp6O-|-BnuIA_hHGO8Y2AQ#>lahJ8GVZJC)u7+5A*W(s*_sUsYUF82&ieT1hFg2%vC zvVf8#>KKjlyw|!RaH^ZZD>`#(eyk#SC0X>Ca4dJs{!ldszYS|E)s1F((SAC$oDKmj zT3gpTzvAc{^kvl(9A%cl21DDb!Mf+SW!VTf2j~cE#@@0)V}l2j>bOv~#_1Tv6LsR| z(2NFWUWH!RKHe%$!t!L&%5nEbT*673SehFkLFU`Qs$Br3S(`Wl+STW{l-^aELIBB zV`wV}@AV@NC-u<`9#gITThL%NEfI{o#-+Soi`C~y_3LfAPBbwzibf&~}k z9liBl)6$Cn9n-)1ktkO}wS*+d`^zZgdm2Q4nDp>rrgMxPJ~N*{myO4{*d zoinOGcLI9wD}_05prcI$V|%A16yZnKExb&)(Ud9la_|%@TS}7Y@+wH(_DFXXy_=iS+c_#N=)IH#4ok-yV_xKcWTraGS@3P*{FOSl7sD8Sz``Kg-!t3)n0|Sm>`uNcUp}AnY8ngJIP+NyHqN26y$VeUo3j_Oh$}@eh(`prWK@_O}%kBVMe_KV90U>raAp^mfWB$EnqBIzRUI{cS{&B+UtbYZOfd1 zua1!Ugn?I}-I^(kZm8Xwq5j-{)oA|s6J5lCd|A0cc5RdPJ3*${WGHzDo>l&Wiy4*| z>B!8h83d_`wkX?v(h+3Pe)^T|`FSv9B&pOd3Xl|xI`;Vp^83p#C^Et9zZ>0yA>4!E z!?K{gkWZEq-1P_4cS2UGa6OpjtBVQnigI{4Rz(QsZ|7>sQ4D3WZO}v1XNs+oPz=X@ zv7n@$tFxc=_~*$XQT*pHRH9IMszpqUNy7N;R#$W$YVDWTUcx6A+^EKrB7tRG{%7$*QMPs)4@^XBn3v!Jx5k8nEJu{W z_dvMFOY$9)xB3}g=23^68-=q)VtmY?7!TqYIa=JV0lKGULGnkJvfaYSr4HdVCeiUE zq4^W`qXof;3x*dOW4WQn?$Sgpzmsk6+Sujsp ziPst(ICYRFtXd=YF@g^S$X)Iux9x%2@pP@oUMlu_P{;Ff3ydBFH%*#{#sJnsWJZRH z_E^?~W==X=Jzr*C@IO4CHZFKSp04i(viY=my&sNx^xhwjVzS@wdh|M;j#}~gd>(p= zM_#h|J}%#0CN{io-ggE%bvoWIk9y=T_+o+t24KTV;p)Y5mn-UCS7hiNq^}_U zitMbFDvb~x;M6;8tg*bY~b`)9njf0FzF=h={OkT4KvxW+S+eAX=Pv4mUZIb zZQM`5I;9vEKJl*3W=cSN2{f*y};$Q}04^qTZ`^*o%DUQE_Pp zdx|`LybAxi6Qopr@u}YWvVR=@t-Z=5fQ@yms@?;%@J)b~o%NQCV+BvlbyuJ+U9Yzkv1VHxr5GZPN!Zz+Fd`jCC2_3%xQ%f0u$V}~H=TE+EtBFsu_L|q9NM{{>Q{M* z-!@SPr=`%%@1-S$N98-JErdbQOPPOi5WaV^IxQAiq%*DAxHaa>@Af|2(_|Gxc`b!)3j^{v2xZxmH%d|YMhJ$QJ*!kb`7}M#-=Pu2V$b<(9Y}FdYMq``qaWd- z6Ad=e=|YRU)G8aBJDaR09*gzlRNR`gDU z_DC^j`uaWAufWl>m0q5}7XpfKp{G3uaLA=|J&PuxJi* z{FSqYX*}0CMlzqjgQj5WH~g%8R6Q;9>s?%{6+ZTuO*JYOSa!Vbb?Lw~^@pM1#%p2uNZx4PiJTa~?=;eqYUnmdl!ao`fu9_Ot; zxAkIBHe^vh3nnX@OhE_W8#mm*&|EPNp_<-%R}v24!sikt=Mowbk>YbD0t#J)faurV z5{l&4{dwHIzIe&ZnV9`(K+dn+JK-oYbdoarHpY(jMNnDJ1_AT!$YpE?^28hWr1ZgA z8OHK^c&F0xOtnka21{M`@G9WCujM=fu!erpVrO|5m5D$eO!^zf>C(zmjUzw$wz!PW zFCobH*Q*g7DQM)VANp7oLYVNxypy{jI_nS0=i+>h0E$IGtwEV0zv zC4D%e%2wH8N6m+ca=m)^y;ZV@w^(EPHSX(+xILW(;e1v!bTCn)=4wVk-m;=CecF%k z=;G+Q_QcH=P$`nPC%Hpz{bDey+XH;%)&zz|QJ)STK$Vcj7+whCwH9fCe7Bp)v^T)@ zq4EGd3~x|liTikhEe4#i$hCjHSBq%fsL|*u;2B;M{~UE09zMHa?Z%1={`qoP?wK!^ zewDRuLzH(Tq;^LR=t7YC*`(yWY_;7DaZ4?~#fP?PGjsXemr)|OAIU#w+?wwJ($=h_?RIVTkz}^95)4O8#Zm@7Mwt0(@-jl?# zckMSPI-@7oIzgx&A?^Ft^MHHzn&?!aewCBt8Kh(FrzZ0Uu!3{54Ag8AgtjxNeNZqoGKYmUnHBDy2f$dc9Ybcto?G zUZ)>QXShTn!Emll)dfzT)w{=(A#*Wsqh1`ZHPcgZjRQ$^yO#(h(byOXdUnkR+8>1v z2sra1fm`jg{u2?QzYGoT#(b)CUy8&YWMbAs9GGz}KM-%%XXMAn2J|^$xtG~aTkRx2 z9e!uyzO}0aR%^pot)D;eaZ@^xFDZaR2Af}R*f>BZdE1sGR~j-KP4FW_8ZM8|T0IbZ zP82wHlGfs!z91@LI!smT17DDYa#kM*PMv0Ro_oLjdI?)N=ZaZi;CV*5f9y(D1>R_{ zEal}Bm0Yoo=<}j2Mu(kvV0G-}TpE#IvOP?1kMuw#%Vwc*>R)1*W;|pE2xDxbu(kDi+qiBh&u|uVVQ}BK3b|!|~^RWBmt|{BN$q`VVpNe`Uk+ zcj)wA*|7c{i2heL|4`olS2q7p%>FkvZ2!-;lQ$iK2-|MR)S z!SHt||KD8apQ%0ml@06Pq3eHT!}iBEtn`0=KdkhB3upLWaAlVNja$sf%Kmq5afQxE zN$75TmtG;Jo2xYUY+m%q#{51`k2qm!k_W*=qleHkG(Yt#TPx zZN?j8Q*PPa0OL89NE4l7tYt;;cfA25#hl4x4C26)AMEO&K81>ufutd_gmld#NiB)g zf`n*bt5u+pHWqP>^EGvGgau8JEDD1ov5Y0uejog$Qjoy0SOv=zL8QGTsH)Di62+5a zZ8d6`u1=)3{cG`VG+VZq<#97emZZAlQsxRIb@MIa<`rgf@dN-v|#ads@F(LCh*XSKSaDH)kpI>f!h=pMg458Vp~BJjdYYFXdG~S zV{8zb^VW1V;Dkbnhjlii2p5LqRT;2?v;8AskEL@*>N^T3_Pg~Jkvv$`>BG7-)fH*2 z8!M_U^{rst3P)Hr=el|Gtx6>1w1Q^$u$B)sEOVlMt%+dg|MH=TUl_H@v?U5YM~q*D zymX(@47m_Kk~)@>O|b186ZrQ)B$7Hw)ke{Owf2ndweeg zeC=DN>_(rTqXfMoPk03mzyi+M6fXDkF+6|;6_XJ<-`1p6L|=fm!6UM@_R5X3GSyog zYN(-wm`O|Q;mah3cjlRr=ht6QC=}Jj%EWg?3|Ax}VAS$GCV=g=Fl~ig`{AD`bXwHk z3fc0bkaklmu8V*~D_0B@RHsZrG>{bw0s~>ZLJB){citqinwf&X;Mc9n_ZU7dTwFzU zPVA66K_r_Ti4^V1y+ZOS@ZgQU2#}VqVu@BZN2HQb&=Q(L(ymvArR{8KM85~ySs1{U z&x}#+!ATgE_?vDO*dq=rf*A{ zMMS8yH<ubvF?YIN7g^EM@R9mI#>wpw?YfG_5C>KW#brudx!9d*{ z&07$tCKJW9&Lcm@oq|(<;aCirS_JfRZHxH>?}EhfM0|6S6c*;UMzJUi1!9~*2~Q&G zA{zA@EGEYr%Mes30JI6t$i&6pUC##!K-9U%J90F-k+cs6xWti76}= z2UpWLDQP4f&u#|>Pt$@4a*Czv+9aLKOf!eABkc=+5iz+GO%WRMbC^b_EOC)f3ma>W zhh+`F6GtZ`ijX_Sbuoz@5b+qrk0({)q!v0ENs1B`HlgY_TxbZhavNW!Rz#5z?~~{! zks+Lfx;|@Aw^4B;r5?q70c}(=2G`FME=btbpt9!pvXn-YPuks*17Vt`9y*y4YDj9E z0Gw1Ip&985q!Bt!g&2(SB^Q^ZPzW^T(%Qrq{1;`ftU_>DECi1@kf^Ino}Q@d7^54b z0L^x1q^)zL41G%+-Xdszt7NYzW7iJ?B8_~Pt69mwt|kH>KVepf!od<*H1N9%frb z#5l&GjWXreRoY;g$gy!{5C$bYKNquB2`{l98j0u*9Eltijk^yh_9c2;15V68+ zdtPN2E?lM(Nr0>&#a{5VOnVF^H4_q!vG9R(yo5m@p@tta<6cmB!hh6}T`G{hfEod~ z2Z;#5KhSwwn#X$oM@h@*v7(_y*pFT)*Vxx|_OD{hldkM6#UM(;J^=-ryC@jC>KJ`0iV;TLL0N(F-ZzU!WW7R?8?#IABsg}+*XNLuu>6?N60p= zM%yEa&?Jn27pgyaF;80tCDl{BJam*OKQ<^d5_a^fAo_a{BLQOuy-x^6FZHE@eQO}H zdH^mlur*v9P%0-PqZ8pZNG}nwXa+w@lC#EX=pG_F!Vs2(rq%Su_|t)aDcv+ zcu({ooT0lLZ7(5gzF8`A(Xa&Gpk5njM~v{Vq`f&36NnL0%81T5CKAoxqzD`r2S{-x z=>Z{HgbJZS;A&=>^Tz83*X6a;&?vMfgsR~%#chsr{h0W|%HO05l72y_nTZ>P3B^$v z*#9O@VCHUGOaRuFKqowuuJuI-`#t$haFV0iAh)XxDOap{*ixu>kc@C{L}1xtGdh3gYnxvq1GQ7?i3BN?GX2wX!C$dcIsY z3_|N6+pl^75P}t>C90Em>3Q>QM`r?KTu}qE3g%Q+Ger@jU_T7wH7U?(N#x*MIKp^w z4xQijDelc*1fnApf5<2^3Xmn&HK1-zyDQ*F7*7<|ghniQ6Fft@iJyU@YE!|cV z=G2cLeTB}c?^sGHm^6Xw*#oZ$SWIaPpcVv0f~hM;4Jfjwyx*_#kN{CmUkcssiiE*F%R&&+>w6+( z&R9mM7%j#Wbo-YQP$GM3goM*$aSdi1lbV4cDl!meYIJ#o!h{@X_F$CFc^#A=-~3=l zRAr!6F*FNVgh2qafiuK}gz+16NJjH18SNY!VTY2Kru|ziR>X;*gifdF zzXy|aDg2gB(HQhaLd2R8kWgtTSj_AVHX)MN_m(D4acGM68^qDdksW1=X9iluX#~#9 zBQRFoDL+u_e7=2aC~2nsxH}4w>wNjdQn&E4y}H+zu0|TjV$naKfi8B zy=CvsJn+q+P(PjMecbS^l~xLsz26(~*k0s(0i(3ocJ6z+#YWTJn-~ZcK&*wff!48| z0>G?E+`}?Bf_2|IoX(5PzOc;_a@B+UPexijtxFWe2 z zWkBz+iIaA(fYa|VMXyB7*%0TSFeKY}gBkDE;@hLy^g>>GZoAqFd2E>d zXq%OIgU~ToUFjLwUK3^~yke+4vAcx=$1iabjYjqK1h!)g{l(KI<^!pEo5>H#wa<;! z6y@MyIjI~JlGPf&A6rKCi zjtxD97_3+e8qNTiUIxe&+>!1~hB5qx8fUwya-?T!0yp@By3e?lSuWSzLtlHkdI+8z z!_@ahIX01LCXfo(;!$+fL!bKk@>S+16@@FlEX%o==lORJx8#@wSoGumuYd#yXB1WO7tP$VoRPzFo&}K9oB=vQD@-15C=oF=XC-lXV_SER z2``WLMGm)vUn07+YoMR!zP}=+Z8M*>;SGZF#6sB&yXsJG{Mxp-IPrdr-G$oUr~GNyf!f4$T?YqWq{{S-Y8hsxpzM z>sr6F#lD4ifN|%5bQkhqaPFtA%9o+LW{8e)5R-|=0 z=T|dkGC^LYe5_l0QHPivjhg-*gQzG6@6lK3HRoJgZ|#L0kd{=mJB|IH=@wV^hK>s~ z4`E>~V($1R?@Z{(gqclZDzfYu9IHFRF&;Q@de)In4{k-aE%IzyfONJ(733|F{Ceh@ z)EBTHE||G`q8M@~{F(BN$wnT2Y^*ZAHrqe&z$bZb)LC?nv)pHSZrs?*TTbjh%v)B) z4=SK1rcL;qH!EAd>D&W?r`m6J^@%b@69(Gejv3V4OE&ecYw z1D_n+a7>oHFU@zVYrRXOR(Rix3YgEL7TDs$=pSIcGp*-4M%em8JdLD1jYd6*D|9#h z@^$nNl?5>@MLkBF5A=9!QYT`o)D;csg@AoiN;mhqw4Kz8^8)((sXEpe*6xh{b*mol z-<%arA#3oJG~hGNrF1ePJWi4=5AN9UOT8V`kLM@Jd>9p@Zd72Ofe2&5DR|vO2OMT+ z9_J7K#y8i&t}x>N>O&=4gWFcyIml{q|O<2Zxk=XTE)N8Cj(?KF);cS(*EM-{!P~j`)dL?mg>= zR*0^&_@ablc*U%iA@6efIf1O_;S#v(S@;?ckEx8%^C~`d&J^sf+Om}E#FhyFy~)|B zZhe~4k!KAvr4w<}ex$qP+5u-uu+bGS5aOu2Qz{>D-0&=9Uwt@*(=qRiKx*wh=GpO) z`1Aln0v;>r+r0?YjQL$>x&AmnPFGdjB|VQQj65(BURWtp8Dg2UwPfJyyk%1354*2+swoo7@CN(rALQkuC|e=) znDg)k!3RTDWDv+7KD@~(QPB%59_#EulfQ-q0<$>6fiRrsj@|1wTO<0$Fspx>W zWc3>?b3JQG5cWd*&kBRgUp63e=cUcG-biH&Va(Mx3l+edRkUW{`8auR5ok>``k-3V z;T|6Y;UrgT)I>j?z12xm$46(P_@RK_X2bV$1#bb+yEpdYVq?cA1VE05b}vfb9E*rMFI?RboOnk;aRRcTu`xa5;JVJB6#oJvE7aWo z04b@eih(=6d0yt>a(KN3bB<@!!iPr3s-v^U7qjrvfqh?P!~P zr-Y@!R~R?)^_5xfZT4e@nk?**P#TTn$vs(nR%zrbcfI!AtiGd$16P=YsW)T-$14IE zAQ4$@ZtSW&dt%}atWvY6^4RC4w*ZMvn7L$kH{U=*Pk-n?$BQeE-*uABYtrz$jam2t zhX}|!X%p`5g3GJec6&5dYKPC5BKOyg7&OM<4UmSt4Nc8OJ3|xUA?)O+3S^3hZiKSU zYvO9pOdHQMVh;}hwY;oxcZJjCbV;UO-b5!i$c>S0uudI#ZojX0f;FM?)pYVHxRUQWK4fAE z7ysF-v<9>BJlhP)H1d&flz`(YEV+C@tF$yvv?w{)3KB$M|>7l;yN^`slj?{`C(?;Ha#F`z$mDxJa z(WevGA0%u}8%}Zmo@fMKHbm^a1=4H&NyBvrGUWjp?u4H}>0rkhoQB4b$7t zbC=mZsjv@8ax-5aZ!ZfQX6(~t#%{k}=eFaHgt&5F%sFgRgs`P&&2`Vxyk>uEJ;?e1 z;oexH{vTmaR)&9Y6aNJS!^-&Qvbe1Oq#+YFR{P(1lbMp7Ci=faoc~8>SeXAiU-kbRZDM5nU(hB7237{9f51(dQWK<&4%H7p*ZAL4?O0@L z!qEvJH+!M17a3rr_|XK=jGm%M)YBMt5fMIKs=~*L4>CA<&b<%RBNW=X$F?iZ`=nIk zOmu1_bseuhl1WJ%2xuK(;Q~onKa6dprjJQ&rVwB!>&)+B=02|Ml#`KaKpZIReUN{o zC4c}dh7c{aG;bQNTLSApe)J#-TEmG1q&=I>C!}};S$j>tm(dCsR#}-$f7f{#SHL8Z z8eFNefHDF6RL3r4?=ZAczM|c02yAfioXa@|NY!kG$5bxl}lbP*U1YA@?{Il#pRRVuD^?j&@@ywbow0Vx%m1S&7>f>ytICXzo7;-AcD7 zSWhjPY-zAO_^_Q3t|HgHD)Pv3Hd-V(&CrgGrXR)Y{EQ2>eL{61Y{W8Dpiiq7Xu11w z7^8Jo@ukY7q<$h8QQU@h!MY#j_^sBYj;P8Yz&5whbj>DL>DQIz%Hh&r1L@gDU!g=X zh*2&XEqo2jY@JdVY&FL(EaQzm-h}>uire*-+4|*@wa2zO*+C#s}ui_+uTdFjgeNHQRO9Wm5sY&3X-`L@ym(c;v65tAP7ZA9L>lax#H)w0LOmZcc2;IOo2I=`?F4HtW3{HAO| z7R3s!b6PMG?AnUD>43aYMDC0UO7Oxr7!tY;sYc$zS__3kB)qKa9ehDPdG`hEnY$d&FwVVT3&76$rsC}?;r&OFM3vl43Y%K*oCxtqz&Fjq7xASdWV|V%h z1qC&|^W*ETW0%ROdIYZEef?sjWbGpKwv!@y!85}?(f~}C4)wVp|Eb29MUI9RLi3zt zm!2|CsfE>$qe$IMAlTdBvKc$Te#IQA8sMB2cB=CXEk7M|PGafj4A&9&hQHOuG08$+ zRa<&W7mSYG*it7cdP}9J^i%6;87-7%ve%sZ&!c-kKuxn>TqdmG$?>fF-0yYVgQt1a z(gb~ToqW|~(u%TK%NFuVt8Ao`1k8(eu6Z92Ejkvf>E40|fwz_21`(Dg{hSeHr9xX! zF4tB>gMDqiozpB|Y_}!YrzRI5ohZ?rWsQQ;WS81}Q#u>3lqIc|@1|0gWc4mE^O=)# zUiB_{P*xX0xA2BXQs#5gICqMTy@hHgqEGX<#M_532RV0a&Q^m%!#04A`KZgyQOiQs z2KiQ%-Qd=WA8Jk!t3}h~bFf#7V7dUQ)zt`gudP+OZV- zYPtx6NQHd(b=ZfW?NCM^7_F(w>5ZzKoh$>bfEteVii9z2TU?%Ca=;d`B>RgN`1?);o5bL;hGyHaWR=UNaPJP;q zO&^#t0QQ>2E?zgQ=^tZYbu(hKvj<(qiIhI%DW)=5hs;N|M#>K+uo{2?T0omFP2;)* zc5KT#i_k!#&WF+CBrP4C{_Nh?JPA z7rn&RjXrR1-PL@c&q`nT*ZDI}G9@*5TC<7;{?+ZGX zDRW2o?CEK_hi`!W`lpBaj5}$78_R)Ag6g~9O%bLNFF`Sr5^i+Y(2Q~j{5tN@w3h;# zE3EZrOk~$NCx-bO3+%#NqjOT2Z$BDL_CvP&N&GWYH=wW3y?pDhH$+d zy#yGa)5qe#C<;;C=Wl)!Pczgo-vhc z36x$_g&t=d`nf7VoTSXHYA{?DAiHVXn38&y*KNa-kTY(4Zc%`xm7H}i0GL92k(?j@ zWgDHUeHW}PTzHOvWw#)r3J>iTC9?W@@2{Wp6=mnq_ya?YV-e@JTIyO{(iw~vZwmn( z7#vIDJJ`27j@znJy+(P`W(m@D2nk!fP%ROnvH^ot7>3DEX>Ip3uk1H1BakE0&Za<= z7rQ(4NC>ypTvT)jqH~E*r)s}B5GFhz#RHWnJT%3Nf{Lc>{B~mUxqI09 zyuCfFLKOUXpNt6j+Bq2J?Dl)RTnl&&7|-5%Z>C@QqI2;7s#d65e$EJZ`S!MCkG|%M z<`P4Oh~5%hX!d^ex!uA?3WQU{%Ow7jwt^J!aT`GR`TY4salD5Y5mUn4k>McV+to#X zyOf0lJO)I1mMd;=Ac9@C#(#(X@F zbvutWHjj0RCL)lI3^Q$sD-=%e0>q_T6?3K+?`Yb}HTB3A&UA2eMpX)zJAY$qQKBi1 zbky(F%F(PdT;^x35y76uvaBRKC|fhks#4H~@`->t7w?$rxsb+$4z>K3;iS%v+t!B$ zO8!)C^{ZqvH8=ijkQy;}A)94Ns*~C*Zy`H*PpY#*o4bPZXKsqO3c9oM73>MQ{K-#! zHLepGsRFyzvofy^B5By7CPPRJS8d@kwGtVzGBw+&XfG9J2bxUU%(I}xF5?rJ55*tL zdY|*Yo4j(YNbMbPy%*W|JKA?^#1`@Q``ZcYZ2Q9GGe8Us-ijBrP`vilg;)NRj z?S^Y$kA_Y3=qP!tL2}F^P%me$;<+QYvc?W4f)NvhBpW^C@e<@vs5Z4C_nNd9AB zMJ5(b7wxq<5aQy&obduF9<+UKc`sLWIi^H@-VhNhoU<|NNz-l>{SU?=#VKCF<|wE? z7D@eL-{F;RN&yhpj|7FU|qyR*0ouf4md z(TLZptPmIb)5t5V;`hcx7d=-Zs^ZyG zkoq!=q5kW|RxnAV4sQe!5%c5#<0sBoFIaJxVM>tOmjP2raP*ChA$+^ZSHGV(TQ;W> zj4R}eD-?(;hlzBHu>)d* z+)V0h0}1AXyK$=B)amabzI_?i;?vye3swb6ry`)AeNj#k#39YvZADCsO+7jC%4VqX zG5A8Dsl|7_N{$PKU%fA2CGT1?Ugx^N=#LuI+}*I{Q|&fpPH%6T!yERZF)zUkXbcT` zg^Y^*PS06dJ&)G!^tY|#;fg8X0!qUBf*?TxE@JJ|jJIm@09$5i+o37fGlU7KAVU&Kk?hqUD_$Vt+Vx=Mqq!u=p?+n?{P~jKP_s-ho&0!5;me9E+Z(m~>y*VDQ*{bg%07@mVGv0Wt^IK@HKJB65(Lsog zRYWG|lg_~ru7_nDIoD@ro7r-H(up@XgtR;c<&K}e)Q#FCA{9ix8_ZupX(d z@5JpqI@(VoBskx5TIflF&jn`3;84@-`Os+)j-`xhPv5FgQJO?P^4{oqh8o zpyPmn^j7mDnvu87D|#<5Ag>%ZzdSpyoK|6Bk@ECVYh(N+@Rlw7TS)$+Dt^B3S2H7L znzF;-O2MAQ&F$W;E9M`DTdWZC^&{@Eh~QbxMq{LD{1GsUp#@~9I_xy5{aYdap)P5I zj&Os9aFaSTT#ZM6omb42UyN%Q zMSlGsJluUr^70~~R)ZQ((Wv+ z$?-I~c@&}9)VXyF=EKsV@?2YHG@j=978W$F%Dg}ZQzOB-8qq);xs1;je=s%TpV#@?4b4Ts>!CLcG@6IVc^^V5 zL3*>QA*kE=@TaqsCi#oAKr@9qj^-0bNL; zl{PgBa?~%sy)z7a23$PU#NzH;tkXJg`)^m&78t}ml-D9&OSt`*Kr!(W$HJ0L5*w#d zt6pC9Ru&YP3nI;@2KAD63SaXKcyi*}>E=x^<&&?Cv~R3Y1oAlf%TC)>&=auSRonp+ zc!U)mqsfqb4+H12-y=22{$DS0{`X)KCpLu|+Dt0Y!z*oidmQf9J5b(heJlDo3w{T0 z0s0H>*IzT=if7s#kZ-4b^B_OjaS@`GSY{qnO#K@_8Nhq9)~~AmyGq_A6Q;_&*QTpo z`~Yaf>dhJ&C*Ut1-!1H_Om=R5|;NWNLn97OI&s))JeP%K)dmZjm%_zH9 z6C6-3cWvOiAmMJv07<3j20q0z!t*LO z8^!`Znmro^Ynsb;f0#C1JdJF0-0Xk@+N@*@bioV>plN`a@_%p0^ zb?&mE)_?{KG4nc_g1B|7kC?vWb!H@8qIJ;G*|KB<&5b&zo+Msy}DHDokEM9981zfvRrmWoLo z=qo&?hF82-*ZMUdvr43^(H@QnXUD(2x7PaW< zhg4Agv(|xKJ9*swWID-=eqTs!;O^cqgE<^%Wp>Klx|kiwX>u=bJPi|0p0$2(Of2gd zcM4NSgv`3CUiCGcJjCDIA*#g|dkLhi!HR2(X#xH7{9L}uxD{}Bm%w->5EJ`k^LXU> z*pBm9Ess_H@wNUqfX}>s(Q~unByNW7UlY|`k4rMJ(+Gy$ULG7PMoiwP+nAMTUp+|q^&=oR-06ie#I%+SU2 zr}isEXrYBMUIN++?qA%VY+onaW&JrGbJ9`AAXJ?>Q~Y)}Fg^%d&{Q^#TN#|qtP-ac zao5o0un^5YeLJI+h&ngb5wDSvq}R6^Cm<6R@EE1=u)V7`1fqCy4eYqeSUb@%Z)%62 zQ%|ND184k2889qdlr+$-F=0~twK(`0e5_0fx|P6sDxM-Fh`Q{knnQMkO1)K%c0hL! zD@)K>0;qByVdWMOh!e60*KVBHqm&p23zW}pSoL+^BhIQp!!A{Lu;SAh5VW!dOR$%q z6gqdnAP0U+G$_#9XEwjnpTsq-SK3R^ZOZGWc1j_Kfx$S_=hw1~48e}?Z_i1>&9Cd* ze21@w>z>`K$t3^f0R5qm$ZVk1$zLB&TUpm{ljB%CIh;L;X`5Y@}KwqyLh+Ex0FQ@Izn{tfLgS`FMkNr+9s;aIG5u?R+hN^Rp!aqU-Cr|NEmgjPvX9Q^Mf^^Q!CR@Rs&yas ziXuFWb845xe(1Mb5Si&tG);iLZ(>g$zP8y8OkG>-cue}ASRZ8B>&J`^UaWLvA!h21 z&V!AeCjP@tsm%-aE4e=VX)lKcH=k)A)Y7$(&Fq~k*L|6+FxOgKvjk- zyGOld@DX)W-|oiDT}fJRUK-sGTJ~E;aWTBiGhj%#R1YEpe3=%PfR*-^=RS+w!P-0< zk`!~EO{cxoOLo=vgL&5e)!b%W^RMbuxsKi$TuW=$s-cc~NVB`0mD~qhW)hZ(Jm|PRX*s=ZtWmkr#7;@k^#MhA- z!AGEbIqmo}Y^AGm$IB*)vy0q~+TRpHIqr=n?*Xb5WqlP%ACqGri&r-R`m1=JhAkg8 zuOAEpy{S28TeV@hUlCSM{kxpGhn@0twClAO!+t7@hFAP&+@JaO0-GBf8?AWGM6q9p z{`yWb_88u}qV2KS(wLV3e9i)fw~dsKy+9FGZ7dF=<(0T9Y|Qe`^_n?`yztk4;2jD< zRormArysFZd+AQ_8z4`P8>21p7QLnf8t-&(xx$@J*pi7lA_|VRSj|yRSy&mwaXNMB zPE||6jiFll?poZZh&qP4cTJAyu$=Xd$m1Q!t?MW zNa2z|h?*7|M+5otky%EDWWX0dmog+bUM_@=+XEdJ&VHvsqhbLhVQCVx1k_*4%|;}@ zEA}}$rC;O06@+5PO&A34qTFRf`jGFcd4fQY0af;2Ls!uVdq-KxB@kqV|>< zZjpmfB)wukM$%=RXkpsxiyg0i{oUOYBs9p+6j+&9Lqt$A2c9mj2_)Ab^b;QM=-zT=`LMO=fI>7MK1BX#OYZNVi== zLG*Sl!HV30HAuH@LP5B9-9k4;hZdp2qBa?4H`}6Y`=*MYegy6$_3VhDo&U zm9NZ$(vCP96i@X-^6GEb6);-z=^O>Mh_X>m39i3ggbFQMU@28c3i`Npd(o_0a>HQg z&pA=zj4KD%>Q&RbiXyGo1;GRddg5qzegGf*QDVe%N-Kbp21YDPRG-Q3kr)wycq6WNCr?y1`#oQ=SW&dUnbS^SY4fMUyW_YjSB^$&`TPa24ig( zdFogfX_E$A7R!We_VT(5C$EvXa(he5zHkcLNCLczz%qQtdQb^yK*;%HBeaeI6UXW# z*5f&2o`>O;gXN5x$gk}%$o1<$LIRxN@Kg^=B&69BAq=MNpOEW!fd&LPt|C8Jw~HW2 z)`BJ_|0#L~z=8sG`E+bl(8~gBV9FuMIH?2fp@ClkZ}6FC)uNV)P{_eOU2!u=+UHQv zZ}CXAILmIP2I|UmV90P-(CEQX5Q$6isiM*-Yl z_CVxu$-=M9GfpI@%y8A#K!Re@;UD()=3oV)&*n4waMID%NSVOkfqz(jvuy3-%JA$u z4J$s^&9L;tr{&Z5S^4(IgD3+dXK;(BQ#SCGK#?#s0>7tH5nqId;H^3#--N;w;SXo- zZo~Cs0$IlR;tNy*bKVLhw@2G*G8t~63SZ%H3yz>@aPFSs2uYQMD(y~-uWN#e8=&-? zxrEAzf?yTPnxdi>%fd0hL&QgsOPAoH_V<3oR($73&ae+ze8e0Hulw^`6BqZW>rxGD^BglnPneP#`FrTm@un2VQ)=E3z5W>4XG9cR()&1hk>EAIfUM*dQKw z&%|sN4ProzC2)YDxCcGjQwVvOa`#!(jLY_(8EB$yxecAwQ%I@M+AJ&0iFS|T%;c94 zbX5j6Id*R5&cFoKjR(oBvIeU$OI%Oc#^2F$lrwZ7bdG7%*<6_uY3NJd>RlE6E~5-1cK&Q zS&lW)@w!NO%*`gP4=p4d9{a&-BbU`&a2B9gc-VuH;CQ3J60v_Hp>bE;(3u5I%p9?j zk>8k&p~Zi7M1o`1PmyHXlbCDTx}q1;{_*PuVaYa$LguAT&WeN|>Y<6w6hIcCG+q+5 z&4}bisplr)T_(X0B^ym-fCDBQiK*AN2C@WK2rPfJ-?hzvoD6GIiXA>K-l94<>#8UT~Oa71J zFu(k$IduqyLiIvZI>|l|$)K8Wh(ls?xvw~aAz@L7SnVVMiC5W~bs*_uR*b+CrSDBP zjIwE-$zk>cXO=_ei{`QB4(?D`r9%A;d}umR6I&)J@&tz=Besde3oes6JG_hXKmsKhbf&i;Tvx9Bw&GL8KCyA0K3=&n2oXF7m{ zCr5EFipde+L)qk!43H`e)uKemj%=drhhjjfKO4ma9=4#jk24DYig|Wv@slt%xM8uqEAI%fJ_e3N%uZ6ndfl;QU5! z_$W!@pkRUa=h@wc2F5W_b_h`)Gg0_nQ9#B3YD$jZ760nS+enSW*hPnHwYb_GZ^qIjZLrnm9S)Vr2mUQTEl-bIG@ODvA8sq?J z+jY6nROO%3p)qs*TINTAei;P4g`qI=U~VWhTxwi@F5j-PfZLZ)h*Jh0F9y1nMS;i) zgHbg^$N<<;+hWGqN+haDk&0v>s8JVl&_8paM97K|qmD&($&{^;aGXL#>xkH!KnMc* zsugTOkk;Knhr$61O~AgWs|i>y)JlEnqU-L&UW`?nmKMTyI7}RbMPA^Ow3hmyL-MX{ zwTX(HhORK^bVk=9U_1m6xL88aYfDn;+4-VTibbi%`Yfej4jVx3CgxqEZ=9~buH_0N z&RfLfVB^~oAJbbJnq4F{jfRVXL3)PipyJyKYQxt5Y}exox&4VvZoo)wD2NH$Z(R4< z3kIZnwx39k2xQwxeTWNU5&u{N!m){UB=j}GvXdA&33UU90s=_{9upajgQYBKhcBQh zi8C@3`u-gN1Eg-gHUR}B5MDD93R@4>+k+Gg14v#6dL>;5j!Ry5Mr?KIB|}y|giu7c zmaEeamQ*>+?g$VmgYgTpm8yc3awU#p2xW!a-W!9e+3vg$o$HvEdxMrstAC@BnU2~P~i z*u??tYOO3YjGa;XB}`p%`LmKrM5r zjbN)1XV8Dq5*O0iYM`UE0k}j)&SA3jh!bdS#nBN0rNTo-_F%kpL8*e4R`qGXxWLY& znJPm+zJlq=y|zB4`piR7M>VPGkcknA_lZOKzAx9+fE7ziX2UF{8R|i2(}j_hC!V0` zo1&xS1ZRd!AEjbs?Y#0oT)JQj{VRtn27pwz@@G?qjFgmR?ZsK3KWIH;3k ziS!65jCli6JIduLYH~DyO-7OihU53S$KMC{y1KBBHUL0Lk_v{SIZ+FZ;|2zqnRt*Y zbO@|nm#c`_6!T|c^Xe8Yo&(Bl96(5}?l5ei*wJ6H?m4U=yXm7G9t}XF{P*G#ml&QJ z>>#wWCzzDz90CIm`1_c28H$Cr9EmA@(1w{n2mI{t3CdETzQHfS2Ch_Qm*V_}O#F8Mbt2D|-lO;iZSAM1` zI~X>rW@SO8YW7v%u%^j9|I?P1g9x!;&R{C|d#0pBaG3rY8`PmlEijRl>`qgC#(txE zG4em<0~l#5MY}6lK!?Ki(I&;utkQ`}t2;JO)?Ux`4=(CFBpPXlh~(53-SgltZA*o4AP5O7F=vtG{0WA<8uT^f%= zG(pmX?i$KT(hze%e~qz6xoNm1(sWGJSBa|n9L+=r;HiL!LJFYWae9Umxpd6aavP#G z3P5IMc1_9&1%<&mkXCRbgrnkr08erj;FrT7X=#Id4G1+r zz(l}QLJ$QQHd$JFk83m%&}oe!V>`lwMk)*_it%S-CfU?OTj+UOv1;O3=V7yck^j@{nOY2 z(>)_%$@dMr8!j}sZOT2Hq_qvW?aOmmRZ%|12n^|Ue?BLCU4H>T1M$WGukGpCx&Qm& zi8xsQ)wKLSv5n{W?}v}#;NbpOi}(Me9Zt6Ye&0CR{?+#VKWT^S-|Xf8BbtB9eDojD zaB}>2!@O~DGyh-E{99_S|DDJHtL$IhIZW05XAs@2%~-s+h+%ModiAG8$wk*v=hbj@{W*3vwhhFvH=z1l z<|%jimi@AM^|$fv*(1NYfcnF4Yrdw-HgyL=8;lK)+Ikua#B3^`Qd;Sk+y)Y%r8JOfD!heoz_lzm+#}|IMuL zvN(UjzW-7GL-90<#YQ1De)tFe2d|q`KF`M;Rv%TYz)*=xY@88Ri-aMPh5R+v!0Z)Q zcTM+~w>k!MXv8%VftN|0^KKelrYCt6<)vFUCY>=_&EQy=O`{=et5)5OHOBeg1KJ)I ztceL$xCs;~vw)NQ?(fLPe}$;Vs79x)prE&*jg|Nv`$wJ;7Tw%#-ksixch-pVZPjhn z8}x?=O#i6JK0*wdn~1RBFzG2UDjLB{Is?xj;UHmj{cFWAjYcXy)kd|RatefNv~sj^ zwsN-6f8ZV;t4|Vc7f8Hcgt240u(yCy<{j-L$LY%divW^q)P|t_ojDFCrv(5O@$hPhucF&mf^?3l^zDFgfPzG0rpxnl05X zh2EpMHfE0S59Zx32M_-fIL6PeYp$R8d#q(luUOfmN8t&*`}r}GJmQ`vMaY}ib-q41 zl?lB#@l|`LEj-ZRXJ9VD+`ZJ`Yfv2ntx>;2Gcr>|3UF#JWdWr(k+CA?eE0Av!yP0|nvhXu=|jzY-| zq^MQUkgOLt29ov=0`taTEHnZV3l0%;$_QroU~wz6a9DNMVjta=P-3HUFE{%%`^XFe zTKj;WHg+|+#i>MnSlW^8)7^TR9c)htZvT2%>HyQ$da|}fQg7n-VT{7*t1>bPzx8@s z@JokG#ERi8rmkkYL+tcOlo47Fm;GK~T#V^DA!|R^3rN=^CrOWgfPk~i8sS9# zW&NfoKHimk?x4dN;dP4k2z-ih9UF1E5qh^o_i9s-fVwQ%_ z&XpC5K0d>daY*)cI>Lh?dqWZ-dPBB_uZaX4LfN3ikYu4KzPA)$Fu{RksP1qSB7yfe zBwm?FvXKfz#26q5z!8BWJ;d8H?ItYU?`N1PNH90CP=iQ|n6HUw-#*dumHDcIUO}jE zC~(ONyI>(;A^X%)o{~(Gc`2b0>sN8)(Mf#dQLbcjNmSyu(H-KON68&;_j96*cJX@8d^zg6FNEJ^gS?{N55H(aq{=TVa{`Z|ty zK|twru6K09qU#s48(6kUt{7e8P?mMPmY2;eC35rWo^{>fGEA&hEB4Aur%w@ps=&D6 z*yAAeI`47pTo^$1!!jQ;#&L4I6gQl?vkleO=PU8u}=zeHP;^{S-iFD zD|^qYkcWQDbnQTJbxe=hTQjzC2}?^x)hS_ga5Wx?NmF$uyGX-_8GS1rw4XNWYrH<1 zE3`kdh*Z8f<5+QO=a#`OYd0fS%ihFA2!}g8p54fYjbhbqK44==p;rHwOvTB>^gjo3 z{r{iwZ>Hj6`+ujOnTVN*g^T;&mR;w5(4IMiNtRCmlYU#QIFqsdR%BYk#|;QN=|gRd zxO$|n&xy99>C6qb#-LFl29Mu zwbr&;8xtz8BA7w}T31hphd=a}yVGZgBu#H{fQ1hmj+%?L=YvTfq`&vzfc2B#%U8NC z_tjeg!82WEQ225e7bmBO`o1&JE+4?k_KZXeQd0pDFMEXqTWif`!yC4(c&DUL)wSJS z0dC7-h`Dl5v$_)t1?sRiN)A z69KRZ?am2TP+$u6ExWVtw^~{)_97rFS&{!b!5n9h_R%(PYv4D$qSCU58IVMvA#=Tr zM{p*;Z=7DxV+v$>Ds+k5LaCZX0*nHk@L-62#r-e)C^1WJ@%v<1d+bTDhV_ouB%|Gl zaKx>X5UYWy;ho9~!;$;R_EZN*sNaCH;Z=shU0&&36N80Q!%L~63#kv6sr+uu&;mk) zfP0cDnzQLVf}rP#yh3l=kn_mw?xob_xWvT8Z~e+yKe|6|Oo`z8(!nx>7PobR5T`Y%{EqMAiP%1ItULcr&ui*P%Qb}0(!oj)gE`0L5Ra04Oq znf{+R?(o;{@N+F8L2iCTehvwQn3}q$G%E9@AMLZO8l9VvR6(poMKagZ1;#TEGLLBp z1(jM4tmRME%Rh=3q4~vX#Wpf*Qh@T_pij-GBi0J9e!T^K?w&3cw<*DRuu3Q80jMYZ z6uZck9}7~eu&3D#^t!Wp{NZdg8T3LX20K{eQbv?uK3HgSdHoq`k=IpbSp-5ZKY4Hp zrd2Zf=OfG~T~-Bzj#OBe+e6bA#;;b<-=;HTaPs&W?Zkq{QS0*tTlx3E-h^*${z?T7!lUPY<j!ztK7~Zh-C&MSCHgESzJR*8n5}iNDttiun;V*X>kE zv4s#w3f(acb4M7TJ#O9KKgGZ&YD5$S>r zVh|GX0-&Ed@!0|1xeKfQ_o8TolP56u^pYwsTXI`KD|nLkgQH($CpK>$#qGrSZD9Ff zm!YoLXRmtjGtsqAE~3xF!0#fi_$4)8m-Qr(M16t`OttSHM?d5Pzw@FMfi6&%2iXU` zTS-RD0DJRm13ZdAJy}aQ6T|Mqp5}oM2`txOPweZ8zfk^EEoAgz2|oCtiCl@kS+Pc2 z$QOez@KV7$It4Jseb@ZYBm5sw-xreZO+ahR|KYa(Q%#LVx0L}^;$X<1g5W&K#(mw7 zVNW9P()Sz#hPP|Pts`+*rs2sjgN3H4;TT26sv)OJxY`jMMS90v-Z&O*X7<%<+kaYf zzYUf0-*BNF^bIM(46cHm>{COPXF;%0 zXdTW<=mN#d7vAElSg0BLh(vo0#0tC!HS(GOqU|fkxoPf z>u35MdhTUGGwX=wOJyaS@=-g`EIa5dwkv3*v3q_&yUOul-o`v4|MJAi3F6be!oz^J z2QiJTj9bRt<#sE}rXNf*XA|J%k)>-A9}ja(CX{6lorb2|laHxS&;Ekm1=6XkolmpA z`bpBu0(*k9JTc?;C;x4eDjSuCkP`4uLzHeOBuaFnLLu@rMy!%VRk3vVIp_nujo#Pr zrCXMW;dzQ}#R?{kL|S<1(AM=csL5lFC&SZmiTJ#^BDGxVG5fA|8!el}%V1%N<6BY* z1aLR%UehkR%#O2Vb;DN5%(09#NEOe_Uw@pef$>aHn>yY`GN2-lhQF9_=h1r|q5m=> zQ=?#%4S-$DvVi;z1Z+?55jU;7k0pHPkZ$QNWY_g5R*O#=xstJhRn9FrIIxVN7Seu{ z&?yb~xFu*%JIGDyw(DHl{#3hcQcdi-&HxISxkQ-ToKmauk=k5z31y^(9j|U>KV}RG z?xyXtc`*z}eD!bxK|PDa!qE;9@Hd$m$q3~I>XUmk)KjTqB4eSmq=PS-T1-+BHt@nO z9M|(NX{3`S%8GHY^aD0i@aM|hbLY!|AO0OTgUpuESL!*Q(BxhV-Nu8zQIK!5UX7qI zvjwqhv!~I^;VVWeO@(*@I)#K1PnmN&w!k=mg3fYu!2Exgt0Mu-x)TvAv*huOh zeP_B!O^yx##fJ8dGFynCMhY`hFmdyCzFf2h$Y*f{Pf`;1$Y>J<(_qt_oq^ zKNa&U)hDfL;yKzABwzlPlA4+eun;@<-vGyRJGd>|y}aUaWuQC$zCqXH%gl}@)hnZT zs^wuhej;4e++1xBoaoi?Al%8;hQ$Z5imUd)YadbeR*kXAmYGxD*`>zbzu5^F78F=t z*nADfAb#38TuMPJmFAWC3$a&N{Q%CXdjgV9q8Utv&RLO|g;Pj^{>rO=P1*kJ>{jQ83R)oe~%^=(OwcrLr5RN3w!@( zVunx`mb2jgVB#B*LIfZDtty((Td$_^b4?I;Wxw4qP9}7*ARvJ0!xMQdP!#%ST;ik1 zD-sIp3yc1Jjy)^?#8={r5Ld`4 zzESHL>YU2}C|p5r-?@jXUa4iq%gz1Qm-dsIr%kP+*XCwI_s%!@$}@wlQI}43Ymd0N z$F`|Bfjw^**KQfs=r`SBtcI}K1U$!FeC|_kJF?}6(`)5rg>W4`i*SuLdBj?$PL}l} zZ!gboSa_R=jeggBA1;$j60vB*@~}&z_dVj;v-}8*7JVFR*AL6`>4)8!z_YNzY~8YO z_qNlB>x$8geB8fo1%MGB&d@s{A1=lUqSgTCkqot)kY4TOyO43cY4{rVT)d7cbiDOT zZ};oKv#ef(<&*>mXa1XKhGmlkLO1@`y7`BZe()Lxe&39Q+_-!4~<{9dm z>=Wtbp!km^&hhr z_wF6Eb?qh^+u^9~Ah;eo{rHfe5%PF&EeM-V*Rvt_!rm?g{yIk-*0^XKzfNGm-mb^G zKD+$TxY{DX<*eXcJ6x`JINg0tPMB8;)>RY>*4>B(6y*2UoCTJBaEU7V-#PY z-dJEc;>QozC+Iw48AS3}Rhgdfb=Lw}vIS;}8ghq#50_IU>Iex*0%(3*Z)r<4Ca-7W zL=n^u(vh<=Y){yNv}=&Run#y?wZWXK@TWq{#ns0^G+`d%uuZkXencUD$2vq28MD)d zra9L>@!MJ_c~qy!8(rR3M&jtVlpQ3&>Dr33(+y*c4)wQjS|@3~imaikQ1 zwS%qSZ>&(Pdq-Iw=F?f86<0oDQ+rcoqOJS|Bsf=G7YE_QyPgC+zd~FF6J1|}LC$@? zJ`jhbMvvy>`;R_mV`YEc9fz8#s-Q$A?d{D~yhL%guC8i{ExhA>yT6r!>B`&dBj@I# z%ghc@l}4hR9x=Gj%3*%VZeVq{ut%_G?^|<^ugDEe3`(^vsYMN9+e6bES*g=VjnO`& z)>6m4C93GSdRK+-v8i`X6+v9^eNn3W5$AI|8Zp{2=*pySFlNvLv)Vm%n8)<@`#X8Cgqfj-pTTgup(^sDDWK}Fb7!QCisUb>kQs%w$URD z=l*z)>6Wjk_-iz%AC{9beAB@~tdCyHW5;on^(UK3rQ@A#=w$)HG4xl>bJ~rnFW;4% zr*MVhkXCMouGvs*azw)BYB^#Zu&S;u-H56MHBsN9nayyc>*~s(PM#fqBOff7pZxQt z%kczu4*X(8x-Xqf_o;tTIMYcBJDi3Q_UTTpe zgjzg|`yEx=%JKLfAtcy-$Y5I`g&l%h&czwp9`++el)(tARlh%03LVc7eXc8t1|`ZD zy2~HF4J}5wXLR(5w{x{0X4$H}&s4c!z5>Q)SJAwb%wKXXk(JC!d~k1Y?-gW=%W|4= z*bQ9357<&3Bhf*XwS#hs*8s9@7uZ@(G|1SBhcb893xAeCq~$n>Jw zxoY@OPJ(w%_AXk*IX#WC6SdJ&ZSRawwV5%}O1{fnW}I?Gzo~%-+(4tQvWsf)Jklb5 zkoP-XtIb??6$aLU*W^bkbGua`Z)%dJ^Tj}BfSQ!9J+6u3 znAHQwSq#BdVqp~akNlgWU*PBp9sKerOa4rs9Or;wrO8P}^C>hX`=Un*6FRYHBA;F= zYH{OhkBjQHhf}-X4<21k{lQ&kiwMvnvqV;I?(^}b@o#S!2L?~oi}1WUw`@77KSN+T zwXGzxFmXNK6A%TQcUBJ$TT~;IO%yBTaIBowogX+id0h8Ks?`)t)y#`J>o_McR&e>9 z3$eQYI^wKGm@N^zg_uObJAgmNb@MYw5{mMQye3=Kv+Cd^e7%{Z1Q+~P@O|%@%ZB;$ zb^W+3ZvSb}j-iAo@VI>SCsge3=fKtF=Ka{L4MRuk^EFnKF!Cf;;G&9B+m^8cUOM(V z1ZVPUM2G$qM~Ss0-frmw@Y___RT7Bq}r6nz8cq(2CS@IqNhfa%gl(RYex6)~Faol;d1Jg=OH*sJbL6UOE~IlMkss$H!uTj=Tzlk;3*&Q zTf9(WmKqLw3EK?~&KZ;RLeA8UPQ>mmjIWr; zFW>TlQLcR(Vi0h@1?W&1X(`M2L>?JrmpfO{AyFl82-kfu`6`C~dnOd{vI!k`mA9U| zcFg7V`;do&EvoO}3034pgA!)qxwI)4c!u#K_yhGpLNbOmZjn#zCfI<(_N!dgrc;j&{6_%)OSUW8Y&_m z$6?e9v@Eo}Re7hG_z{ZdkB;MB`69lW0JlWU;k+977^h%IiOK#W*ezH8Tuo>82akk& zr9^N2cS2NhWgkE~rICM5Jd<2`54Rexwy$%XJhcYyB2IDeBDU*mPCU-*zO3~Kb`6mA z`N(-jc6gHPyk#_=4p;qNY5(rs=zO*Mo1<^3GBu(2O)ET1mDoX}d8tcH34{hwCGwzmUCOFaZsdxz zUN4COhvrZgZtq?lyX?UGFBKY1@fh=1jVT> zILK33=)W-N0jvHJMdBuS@o8mc7VyO@@8Vu<6iM|-YZ0(j-9HT>%DSi`jD|WkMK^8P z^ujwe|0Z8dW^Iz1hXE{-S7Qk>#*xMnXg!Sh{AkUzHr%rz7@z1Srd>jDh47NY2I!O5 z4!w>`!hA5)1r`0AEGaCML9hNF09Zh$znHjZ!TPn`+08#}ral9|fd*T~5j(VD@>6D% zb-`OB5ykp7#?vVFv^>c+q-o*>y(Wf;+*Q+xJ>?AwhG>TIWJW8$@o&eDjongQamTxN z-adM0@qv`pkMG>^#M-pvRgd4W>&Z2#)V&W~80_r$r!OA3|1ZyWwtx4J-x)Z2PoVAI zk^XIO+#Be4;4HC>aMwQx+7^S7k=JjC=Z1C8(@2*v#BoY~$kd>maofK=<)ILhIOm3E zW>`x4$wiwV-}2pQNn%N2&FZyPi8q$4T$_F>7}&ftnSQAK-s=lPx>;AerMP2jL-W=G z&BSO*-Fg(E?{`37E-E88zBXN#EI*C%PA3=ZhGWvTLw>(y(U7OX5;+4=mufug?Q!Aq zFPK*SL^_@3=jy!K5=%!sEQ`TxrgOZBUT>5QSl9-du9Y)8O&MjKr3a@u`aGl9UbCT! zk1tu4=b4|DWZbEeyjydvvn=oUQ0?`V9y9S1iC>Ku%wJKSH1WbrK3PV!Ah5p3-?Jp& zph+!i$O`?8x6}7E4cMe$78Cp}#lKhUD3t|JBl{6EHulBHB@IeY^q(frY1QjaQ&w1139^?Zf#6%u3czg!ExhcoFc7k zMd8BM1ISL^iM#Hl@untg^Wpt*kz5 zjrDL{+I&``0owQB3yy_g1{k<4!!$+i{w%YZlTfz^PavgHs{|h)RL)^_jKyG4Nof2{ zj1N+r#%{7W6qqxUM-ZkNPRcQ3(Pz?y+nE8l@M!W(B0E;j+FUe6pu3*_2K5=H%wi z8oWr7$=QMyDC7cd{yn*=$#{6fVa&1z2>Lb>ON|xProq zC{}GXne8gfn4`}=Ch@}0r^;hmeT4TrnSR3i%yLu?`JlmX2%cS)KR)iXHGVkV;!C%} z2PsdR6>zU9cwUj*$SZWtM&0xam?wbNp;Yh_GmBs9#*wXlaVN=k-zgzk~iN{7Yl(8*YkRu&@#ZcR=#mWJ+0 zR_hfE;f9Kt__e?dyuPSzsx^wA2vJlNKk+o-(+hk)1bogT76tTB=^mcvK*P#}MhB;F z?&HgVI4eD5B8FWVdSy~&L#=%$V+Ca@voWJipV9f`ypyxyEh;DHeW z5A-vv(qXnZG!m*il(L+bYV1anUCH7dv|MjDXv|urjH3e7kMV8MzypURq4Qx)GHU2w zM$ep#y?)|1h(lN6){ajk`qQkT2V=8KLq(aj*^baoYeogp zqwSNQ)BBitXg*5t8>}dCOlcl*#+}uzp++)O&q~%!2OWITn8U1x+m&Jt^gf9#r)FjT z+V9^`UUtLxdo$YW3T+a>Y$cYgDy!YomX)>q#`?v}{mCj8{MS28b{ijSsyg!8zP)E} zuhl!_ZFZ~5pyJ$K_k#ZKtX*?_LxDTd!>Nr#pU7^!2fGoCHH;zqsLVQ|?skl@Yp)n< z$etZ*px-OIdHA;95b>TrJha!pH+A`)o1c1O!?Df`%6ahh!{uQ?Rvmn4N9%q4#TTE= zx&CpG7_3c&VC_hxVN~WexD7~VA0d&35mk5M2)Fj{i8R3EPBM}3I~dDup>I1 zg&A>oTY6{58hjCD<-RJ|V5UA&t3#{tp(&bnlCUT-szCK`)oS_^yESx}5F?Pa05%@( z3K>WL%w@9+diNRquS_cP!#l(t8>_L7q9o1Oe162n!Y4z1cEK9s*^G4&K?))iG?0Yx zt{7mL@Wtf)Kk%GTn(raXg;{-zRK7MIsmvgOeg>%QGzV7KFvsK71G&<34dVsM%iOOKw} zw)@Rv*O=WNy(J=f`gyqZB2k7>OT1zfS?2Y`pS|R!`!7Tp=;z^0rz3B~iT{YoUT|zk zltIr57!7BL3LbwDiksSmzp&vF8>+{_XgN$VP6mpFD8r~++apkTr6@ykbXf_>VOhha z3y}X+rh-`)v70F`dIllHQC^kszs4p%!#iQEB=XuvqfRy7V?E2R3%~ZSBJ8l!oEcbb zP4hb7rlx3C%E?SIi4ISSRSvux4B!A`NBx?bc@l+Mp#Vb)FKbS%RqK-$mr{S4%`?3U z=*UM|etY&?af(qh|5jR>S^gF>C-uZBbTK`;shtWxh=nVCB5Q_J67gmBD&i6e*F1)2 zF};daS@lMTUcrW%=WZFkms9D;KP;#?iiIc20sIho*9#AQVxB11#IG*1f64e=f)HG3 zsT@4-wuwnrCX=DaP4zl(W+f6fj3SAu$2h{Qof%KzE)!0nUWcQdrSVKrc8f$Ip>ynZ zxN80-y70y2a00^8W3%9P$w!O*o>Ws>qIEP*<&&qS#pTFHQQZ9QG_!(sdb^#y+K3RR z!wUL>Ma0Xpk}%55Mn~DKgl}Q_BWU0=oQ%kWuePuc&w5Uxwomt7|yKFHrRL0Ur8{+Hg>f$FJn8^o; zKZm%+?_E2uwY4>c(sK%O)hRfzp#77dF&?;oNt6UEsBsL%j>&B!nl=1L_zaHEeQ8}O zM&c>j`TW-H&u+;t+V%XlO;2wt+#la?)5?`MH+uPon>sshZi=U3_MN+PY1QG^_U(S- z*wV^FXAUoWWNT@~jz?No9^Y0{wd**s=pbP~=#dlrEAVK&+^8;g4CxX_SXP-ZV(M1* zUQLW79BYuw3NZLHmff`c#FTZ?U3B|n=Ql5O-&k8=$uxcU2SxSZ+5xnQ**d?e;>qJ>EqM+>(`l(nem=E&er#y|Ozx5@Rxij7lxAv_eAeQm&utd!lf;q? zN9Zvysi>Ajgi1!eIo=$#a}=pF&K4A%b(XRzYvivR!uK_C5P?0xN4zBZ z!Ch_igZe0c)uE+X%WAXL97|E0Tq;kk=q$_%6!EFm%R84>r)IPalqFqLk`Zo)`#xz= zQ%*`nrX#I-dDrslG#pdeUzcof#Hi&;of0G@bH+QZzS5NR((I&p*=1eD3s+YrX)QLj zT&-8C%^Io0<*?2x@MM%{&r8lMT}JqhfgMhP9d-*55N6b@VYDNTZh7zQ2ncuO07!~T z6&fQq5SSniN)ZQ%`h`&X#BRU1VrnD4Be)S@n8;-ct3Lx?(J0(A;poRGGLOo=J=z{e zbv$*1JP@J z;@;l=T5m#a{|ajB3>%pMQW*le;)Ljj1@3r@++rG4Se!j(HsU2*Df%JAif0E5gqP+* zTB@}hj1H}w4&B01a=XQB1J4CFP`I3yXlzE4RZg>0p#b`W@Iy_;UEEF|iaykUwj!`V z?*eVJBOjyFk&jWUGOuS|PdM^1?R8ysl{W? zEKnVKjRZbSB+QSs6h>g6tVTWD-W1kR7b%I_W-?ji)O6f~uDCcfmvOn|;%@rpaNGlg zuq#{^gaA?~h8v8ins@z zD7jqZ!(f>X9AJ8dj8QtRLcAcPP)s65rm>OW2P4D9p*Lle#%VEFHB#nFjp{S{|FZTa z&~2ReopWF?z{~&`Tm#}Dao;Ba5+ry5yl@fVAyU!BL)Lwhv<_Rg?AWp`OO748wiB^w zXy?UH(srAy!PrT2z0J$hZnJLfY`5O-+xKGE&2x{W(Poo&UsKnj_xomW@w67{gnRCgd%~e7H%hIxIeRXZ%NlKBB(@`3?)yuhst`!D*vTYXtrl zZNg9$)J835pg|V5yn3OQP(Ow35?Bv#gHrTgd2`|U4itgI3NqkDyofKQWq)eXfCu9G zDP>`QqCZ5rgd#P{JCs|M07T~DE6RS~*KGFYQmFkEjtk{` zOH5HzfG#r0r^f%nw^(k@@WmuBCI9RUoEG6(8y8rhxIVWKYp)~}m1jh}_acR`z`?=} zx5~6CWs|J;g|W=ysITwduN-);DgK$hp8eS{1)Zu`pPJksnR#T)cHfQcsjU6r-pqr; z8j2RHUe%BC92S;ae1&GJj0Ukdj z?nQh^FEW;jUF^Qrja>{~3t@yu>%opmQ3BWEn1r&%%Ub^mqNU>PRuK^?x$?#|TS%0M zBJZX_{tu%Ee{a^88Onf4OQTR|Wdtni zRKS<}NAo%NfzR#oJk->+KWiV(7X2fi8yP;(XF}gU_ub2BrK`((zRHmjL)9R3`_F^D zPPTCQo97FkKQpKa<>IRs_T4jh>M9WGA+UBc(1mv7aBAp??}G1&4?p6(;Jo6*Y1YVM zOY|So7)={#%mh?ig1A@YalF*3FPS5)sa7m$9y4RD=2mmSQBvmvH>5limG%hVAK_JE zb_Qf_JRTdTSHwa-AYQ{GnK2P*=q>CH&;H(lSn|vZQ^6g>alMqll$6|?+Lyfij4N{_ z)iXU5q@jcO5~G&W22YDR`QW$CKmLRJ6H1dqFJslRW}U9QwF(L?!yBXeVK5i#Mmg1n$F z;dx%v(1qT9KN$lbLdFbpzUaGe^Nlg!bp%J#nEdlgBXx%Un;W$wu93mkZiQm-Mc zE2D>L;$+THn$39ap^|kn-|dLs$Q6|Z0{Whs9FqLJ;H|f-#1Saf-)Czg*{o#$6f&q+ z`5=aXicWkT#1XZ|09mhH>jdG7)dlg$v!6f^=)S@tVE_*y^cOFlM2mG*fYRx zudWwH@<8lvgz@2@qmN2Kt&fSNB&AlY{_(0s!B!+he2X}ZJdDhx+K~H>kKyHP$C$jS z9P5pZfyaFs*WQ);cG!27@|W_59CJ7BEykKk^4^@O6f6#wBx&9kBx4}v2}0tzJYnz< z&K9u$1^CLFN@y@OXhG1c;0g;Ru0a%{3Q152khKVM$MVB=X;p#A^SRt&!Sex0OGK>v zgPvlOyM>cLE?Ug!9U=YDY>)9#IV+OTab{7WQLiy&h8Cy9V#+Z8mp|hLZcb?ofOnW}O6n`%xep z7m`5kOEDcD4TlsiM6X1#APD8(;*eqxj*a$ck>Z8Gl>p{pwcs0$8c?ZLuf?RSp2Z}z zF;SMc`IlWC1U0=-p3rI&M^=!bz67tFsIIm)U1ndK`c1(%y(t#>^%{P@-B+d!?GX`QUp>_AzwirOXXjDasDd{VvgCpTP3(v)8mk(auP zL@APYrYB4K3@@vS^AUs=75M8|CBE|kq%ye9*BgTH)*+2tJl%XPBCT-!&!Salo?AKeAu&N}^YRe%yl;Qr=9)Ht8sb z7_K~JQ`uBVA{LUA_GTt?W2I!;&V@^foVQ>qFuY%?NE|w+o3Wcv;xV3Luh?iE?N22t zYyD}_s}wEKLG%XS6%6p*2F%x);-;AYzyY51_p2lf^l%jv?i#(5_2&=)N#bt-lBba! zsbDPDaadE{+tM;fmrn;f%Eip!VYQwu9m~(9-KEJ)$6%?L>n#Lx`bv&m_j)i#elsR; z(-2ZVlsUJqQ|{jPRcavOZy}6Ior2J>EmJmidFyn06PE{TpNk__%{H~k-TFD9?5UtF z(E_x;0CKB=t5*-cc&NNEIoVg-RX+HIgKgzLrtctlEcnaj2hJ_Ln0v1DNczyOh0+7L z6NQ;VF{d*m3eG~LWXLPinG#X;W{{iO%9m~QWLx05O-=d#&4XESd=rP2e=%RFI{8aO z+eCc$TCplJAWmtlXKSa`bO#0`YTjBb+g77M;*9iDdMg;sKER&_Qdc88k?xdb7HB%JE2GB3CT+WGsPFT=7RlJm)ItdBft#o{BUOf;CKt7S1x@ zPm{_PovuYik}CMGl2mOI1cnYKIiFn*OA-L6s@Z2AO<{74QuLaBW}VKgkw`S= ze~)a3j9?d}R7%NI49AgD32A5^^}zF+Lu=-%<|D1Wo~%0^pG_moH5R z%Y(g%`*R9{7(7=xn3>M)F6GieOQJNGixsM%)qFc}K5tf`tCsC=@s_Y=L&>%{ZUd=k z6IZ_xXW~Z!zEzx6JkC72tAih>!NzqFU=WDGZv$cwK{2RJKn(pr45~X8!&b`5Y={k; zNlAzkuLCK~Blo1*hlav^+47Y3HL;@{J{cxoSBAl3%Kn;ucK1|g=};y+RhrF>7W#6& zg4n^dz}TCvwg_s)LCsI`Ug~!AR?SDPop%tJ5bY*J%iRPKJPEx$q(C$VrBbhi6v!9R z7Z|ESv;djxu1W_JiSU!17sYrwT1(3!U zkw;RQCtiPcZm#=ePdV%NbIx$N`&9P}uRTtexrSXC*dt-R_;1rY;IZ&!D^jSkiS?f zHQu@!q;|&anrOADMpZNce*kF0 zIMSJFF`Mmasywc@mlLt@NLpP=X6!=xtIrWt7g>ucZ&%FC`RS7~{DJLFX0z<8iY}jh zX+C9=Rq;^Y;{msFTsJ`JRK@!}So zlR^feYow^&t+vwMtq{8J9IX<%T7yC+B^%=yD#QW<<6dMJyP148O>!&9qGr6a(AgUXDw(7PnO7PTQOQs zmy$x=&_JTEFC1#4+IOBLZ6=LRCM5AqQqc@x9R#qh4sWgcP++bB<640^6zC7^JU3`z z;0qG)f`xy9MZaG)hBcDZf^Q-4d?WPRTf{UJt6&igV%^V6TQ0wIX~WY923KFeFX2B% z`jAm%4*6c{A#Z!49b;Net(ZU39l^pDhRrg5lOK~LJUI{6Y0ug*gWYGxbj|K&EUr)M zF|FPSK1rQYO!aCoQ;sE9$g#3fq=?`#G8iL`Mlu$J=OrP#%Rc9RMTEpV^Cf1oq}A^4 z#7jLnpJkxbncr8kj8#UZlfriFzvgL8_TA{Mn=?9~AwWmK6a2{;{BVcBSo4QC2*kC$ zny|UtVvregy2_@#YTDfa8#D2aYI}y$!C{0pSFKMEH!rx{PB~t=!Y`@h&-$#bdoPXj zo-u0-xvu})cX~&p_2^gTPkdp{&stk8u}H+$Y>DoOUPl=jhuJI&{|2J8}EqKpK~tqT!$}U$Dm0u$DOqWcVnM zVK0cseJNYCWxR~Ynjv&dSF;{+Lq{ZX_zzA6<|aF|5*+1qKR9w?X!uyhQR8-DlcYu#vlAF=ALdjJbz8hA{CEHw3gjiN;-N7Y0;5tuD8;M5(fQd~6&;#?kRU zcR9+IM)HnQf4(mr?92rV`UZ$A1JsGPXJ+7zm0Jnk<5v2F+u6ldhN7)ZtW_jIlm&Z{ z6S~%sSn|=LK&{G&CjPR)e1tLa(Wi$Kdxj#4@Z?C^w)1?(TsNd(YMmi%e5S5^kL(&X zwhnpQGJZ9%utLpS06e2ef69wT)DcX=g`wBLS161JL3ndN)RdUZI)<~O z{*h}V!w37C(Z4_Uy~`P;Bko!aRz)THKh?V|TE$3h1-uB@C;P=d!3XH0x6644M`_JR`|uHEBFapRdbrwflOey2Jaj zFm+*RM#(U0ImsC~&J(u;dIC0^w`-z;5iv=eMxIA5rG`3RJv?3RUno1g>Ia`FEA)!f z{f7_ts}%}$KVEzkDL$Apm(HgM)}bs zWrf%jyf;wzn<_qWj)ql2cNw1TP??Ob4t8uhgM_UIPP;A84bx;>)KtVIDiYJpPN7(R zLYPTUPPfZE0fAGrAVR-mh8D^SxJ{`t<=o7-h@UzJ986CF+3By#ZRC5 zotq7jZ6^Y3U%jk-QV_tCYYI}OY|DaF0B)O7l3%ar9|(9JnMRlzhKI7C2^+Wp&>H>IRP{*bjSsL6&PRO-PTs}mBM2S z3T*p9yDCO_w|)5Nu%+KtE#Sj#e3{ z%6PlKKgaq@-R(I|$yt;NGjMMLXMu+K9u=(m_|^xfy&C|Z)Uh>ogt8ce$ z{esi{F#Emp_m3BLxUFRn+A@rqIe%SowvCz-m!)@NT@~ylBot#&d#o%?*rD}Fh$F@I5rU= zsW3aX6CeN8?;t(s?6oi-KOwk<72Kh5G|IQm0SewjtmnPQYl8O>{i5zY7Eg{2)V+t8 z1eSFI*_(=)`^L&Aq9^1hW@b*vapP!tpcN@QjgzHA#cZK3*P8SDEuE20taA)8mYg|J zNn1%kD#pb#=t2ve7rJon8c(5ra+%$MUqT1($nn$#gAH-Ynrmm)2)k;nc=0Zvzaz&6 z(0&EZI^*8~wPrHqrj!OH=4BHs#_vy&&~CoWG?&%EoSP=}IY)hVS=gHmtFX%4@`j1! zbz3Rp9rfAeM+rH{!tHvaU*Jp1DjJo!7ec50`z92D__ zx_KI`C4lTo#VstO%=#?oH5PqY(>wgO%Nc&(Wu?O8=Xc54sZ9+eB&w?((~D1|D2A^7DbA?$N~J-?;NWW< z70Wo5Gblh!Ys4^=!z2p5hSf3z{xVLAN&LfSC7_;$H5k4KzalAuzxwc(1c7s~KEuS) z%C1CWH(28^@_cGvf@RpOA>m74ewfjD{HWfKW=&|^gt}B{R*rh*XhMXVnpL4dfc2G| z*-kmy33L(f>SB9dT>!p6%+9fxkww{l*oq3UxXzi=6{Lm64V^PHO?;(O*~d9k-PI`^ z9aJs9{SY2;4ISJ~);D?9((&33$2DJq74gSfshZ*LP8$2~7d|)qo1|WkM#Y1BtyMk=%~gVI}269aWMPP+faf z!8io;$OAAABL`CPD`9{DdR2#Nb*OEn$x#-LzS7am3P*<#yPc+15CuI)W3)F1&%mk; z5>)nr3YrA5YvMPA)(+ejpljF@if^_fv|&G}S%S)&IjvqH75&RUi=?bx15bXIqQ2Gl zC8(kWydsx~{{B}YiA<+~=U_=!f9__KG{J8LePHzpbOi*hWYF)R-vG}G`z&8V5Aerb zP)gbAF1UK{>I?WRSiJ+;k%}DGU({phibaY_rEkBxQpoCSpOTGG_j2ib`B9Loq_GFLr9a7jjy^iisvzS&e z9s9cncDL(}9q^}onvT|J){DJQ(G(qb`8a>CJ2({7xy@mVLZtvQv=8nAY0h!*> z6bN_%u%B=qtnO*C4sjtJNGR1rnIp?;_cEe3Q}V!)ZBc((em1s5oU1Zti3aAZVL!q8 zkRvD-Ss^{O0%e9hZAs1anj*oFo-;xVfM+&C*Ad?rOYQ9hZ)H#TyyNY`iI6AZP~yKE zUKsOHoV}@^qG6hb+eKm#hJjD3-;KIMW5HMO=PzS1dsiOlTOO=MN9d42U&o2Vgfp@e{cRzN;mpjy@^?ThqSR;xh zgjgELI7WBwoCs%Jlo*~q9+N6)sloo@Gh>T6yO>d_C`Q3ZS-Avv>Q5X$e%Rt9EGLFu%zaav7J7MyF$Yd$AS|Ls~! zsi}g!u$vTA0o8)Da`r@RlM$y~Ba`|TBWzYLUwvF1%(grFqE<>mD%`$>Pq&A|L`0J|m~PdBY>UYL?k8ai|2X337OD!_vz}KXls&6Bs7cQNE`YAHVv@vK?=w|WI7d___9a!W&iMUs~jbpx5kt-rpNsBHLs`)3WmmV!TN;A6Y# z@eR#%@Ih{9rVIa-cLmdoWRg=_d#0j}l!jLL?O*ce+FGpXllk<)WV7GXVzo7CIcv{k z)ELyRP}GfqK6BWt80fJ?%!+t#{7YWruF=*3k5cq^T2|NA9Lh!w3OQv|X^of|(>UTb z*FdZp)T$P5zgZsAJGykb4sR$MGl~h#S3COD)<9E7kJ{>6J!Q9HggK!1I+Z3T)Qj`j zPqC9?=taCKtw*(NqL&eq(xa0v`4?@cb!UmQ)#h+w?a@7g3v_MY7{*TWZ2~nTN+vx! zLLx@PLQ|}|!pKadYrK`i-mi(iZ+yJ1ZS|?@b)ypu`5nEJozN0bU_V8EMf|qb6@J-- zEK}w$>DdMTZfjj(^@jWEXy^+64bV(w^=_0JS|l^MoJNz=Wvt&1W(4IChJjDtcIfpE z@KMDq4KQniF{Je+8@FPI z-6EHYZmq}d4H2c#Dp;*tEMfliJ&=CZ0qj`)ubY6^^d7v1>mU`fAFlpf&Q#WcyaU$3 zcW9R>_B4Oje1~=;bnmRciTaz?->C9a@&5sAHH~znTH^NQP>*uilwPLfOZ|(MrNm-S z+#6l+p4ByAROz>dZwbBDZS-sXH58=KROG77Rq*B&kKf(nC4?4My7PlZQ+nEQH*G|R>Jkyn31AsD%%$7YHjftXh-ivXH_eXfprJqZvb&91xu1I zxfdNe%R+Uvm8PlCGu>vL^>sljI#yj#U(z!XtX^nL22E_PwQFLn1x-w}$5yXyxLN)- zh5YV$aF=Qj$Kc6f%Sg*Ir3YDqy^{Cb*~wvX?0I+LOuBF?ZFS}sM=~ce_R~t=a9cPX zbjESAzyzon9zLO*msPBtX{OXNl{5F!2;g1_3VtbBtm8ygnY4xGJzB)mhq=XQvQ~B zG2GnhYy!n0z*elWhAf>C{uTV3CmGPu3KrxJ6iXAVn)L+D4!zEuY2Fq$EDvwK;spw08{B|W{Qp7--vF>EXG^Ts!C-+ZSb zFJ7O_tVwuaf()NSUlB{R#uoYXsF2T8ZE*=+E!jgxABhv7@RzF86e-5{Ort$8nYmm| zD=+h@&R=yVl(1P#d9*YY!%0o;ff!~YDI zuuW>Uft7+Xnt(HMAovm3*D>t(F;d168W6rHT5@}pl#2NdH3puhU?Bo;x1Xlb|0D)> z3hpxsBG3(RpM&sBF^jd83x_qqWvfQjt&xzuy_)1QsfjOydo{SxvtT@1y>sDc%i5V@ zJbSX1ep6G2} zQj=r3#xT9a(P5f;39-}O1v^bNFDPpvi$~=@*JawkDxuY1A?7BlCwZ&!>T&tHN=ieL zSUZ8r^lG(ELE@i#76&U*YML1FcmE%IUjpA&aqfE-9qs#SOJ0s0@0M+OiMMQayu?nt z#Y;jUKx9d_MP$iHa$G~%Tu5js+a*w^7n|I+l&}@Zc3UW~?Jcjj1PD7VrO?1_FVGff zp$`hg%Kc{M97$e6X@9T%z5A~6#nQ~2Ip6%hWxknn=IG3WQd*sEHd(bYcJDQ;Ol>xp z(lj*p9p-m(rHn-ZQMvPq9K&pSNCyLN7=rB&;eYb`#OTHMe^$ls|G?mYZhfM=KlJa=n{#8gYD}nE zT5?*ck-()oJ)qSqwXqmP3giW}O0SZdjApq;t5eeBRtw4-%qE@P9J_^s>nnz$*u(fa zOBJQ249BTsQU!~CzWv%$bj3UIJ2~W8O4=npI~jXMa#DCyGIkV==aeK9xP%vR@t%## zDradf`inior>nx0vlZsZnOmNw?>iV1k`vPtO7C?htS3v(MvuG%CIN)3S_w zt3qMT&&VjSC=`|gknF}YAG2ElQw`NYt#8U+eS8D=kZuD|vHc;cI4>_-Vg4q^xfHF9 zUD@AqQ5Ek1Q1PZ%{I!}wk3skDSRsaE@WKNn%+lAWE&JKz)|&HYdZlUEI;%#?DGccb zdxv+OBe%`pvF`lVQl(5KlW^uW{lnG1TXt2%9wx$?W$=xKWlx=Z-L4uo_J1@Q{G6*3 z?b1`W#ap+2bW5=#$AQ#kw3zq|Q{%{&PnRs$LhQ_Y^sHn%wv3}mZGDcnJgw4~fNlH~ z2&{kX^V{ZfG%ZI1kcQLR&89T1R3kHFCVst{X^_!&DT!fH)~3`cB%DI4JZ(_+OnTWQqU}f`2S27RtNm*~OnM1c!@w?t=na-+}H|?lT%WT-z*l=!hkqkPi zgk~lB+OG4e`Y+#B8vC8hkd-D1ot9;gvH2b0t>u!FqUdkyty*cp`mLo^{f*gRBg9>% zQp$BXndXXt@ab2V>Vu|gV!xudQ;$*(%6ME)9W$zI8I=A7)CYe;p1hR_uU4-!#m%uD z%?GZNsB~tXN)LhLI=L~!Y|1byrX9|rBI}Fz6-g+>7$>X_^vIk8_4j^gX_DOs*Af+Q zEuqdcA1k1aE3->ooQ|q^inRFxYIUiq3~>~Az=*?`M6PP*k<0RS(~f7Uj~l7u(j1Gzp<}zK4b|08RaN23;R@j`-(uM0 z&XT743Mwn|(I5Tj^3=I&3i2CQ_(Q(J9st{a0er%a3Is^<}6EZPg9$tVd(raSp zYYYYrTpFq1TJ)1li!~#|%BfAjbu+UaxI6*_UYMe&8!7tCNAzh4&FmKW-g!2@656Oc zU8~dUb?gb52CijmGSEKsJ1^mh9%C^ZZSghGau)jzaVYv_-!9KC39T?2)Fz#htsQ8{G+n!cv6cR=v&!Lbk zmcGMQ)>6tSv_`ejqF~sbt}R3Flyu<|6Dk2cUlcn`4=~RQ_P$+eznx;|u)QBkvNvAN zh;P8O*xp+=tlO}bl^gXi3zjphR_7T_`KxnisnV#`7!?fj$n?UMGqFoiAf#DNvi7p8 zu5N9;X6Ewsj08V3j=atdD7r8TWbNC*+H*$kc5Lm(h_%JvYsEuiZS89G%KwD5yG(hj zS21#!kn4?dcKzBl8{qmDFu(+z&Z#Xh|ETrqt1eqB!H*Lvq+dM!r7IVvadc)S%=*h` zuAwM7<)(%tyCegUGEjCv#24s*wnbeag1-_YmLWjYixPcF|L^7Z5(Ig*(${` zZP~G^(zZi|&CRZLhZBR(jS!v>tuf&IN(X+ay zy2>Ob;w9X&lKd4)$T$0XZb45^#})W9wk5A{%a$#%C-4`uJG&SP7p(Y;J}Ml8k1gz1 zP$qT-`lK()E9%<(cwS+9-$GwjX=nEvd?_4bP-$alXEz$v@|b7gn)`Jsjmn_TYbrI` z4GyK+uAVa(((F`*LS~oEQB=C!o}S^DRis;FYNb+Z*{6-L!hHgKm!w+QfxNmptzrS~ zJ8m%24OK~Lbkl%%Utx|6zf!u6CO7cW-e1h0m8K#y+D4@#_Kh})HLuX9qU~H}K}n{x zkG`4CV?J?cp^tNqKB7|U?98)Txm-IGyA1uJcZPY9xsQ7l@UJ3kw1#;zTDHk5o>Nfs zc?xs(Y+)gnF{|BMg0H!g_xU1^TN@je?>dEU0pfkW3RbPM2#b5d)(*^l&hD{w|Dm(n zbx&M*RegQ#+A{m0P5qbd&9BWhR9~?3`n&lCXF7YdZm>SXWMhunOd}W6Z?j4H%8hhQ zL-VJWyzE3v&L(S56Gj5 z7c=8uhE%-s7OH(ih!)>j9gC zyi*7?&niIkMk*7nDp2z#`2;Pqd#&d*Kj^)WiDFiRC&Q&zgFs!6)IyQ^+iR|jf#Wwh@r)W)eaXncH!Sjy&gly}<8*2=~D@8ZrY zY9;ab3@ereya~&2)f@WQ6O0zXLFvObjFjYchLMa8zs>71(xq2Qqlj5}U16Hk^}T5g zv#~*whr&K~;VV-a$WE8Wn_IwDoIL>e?1~k}xDA;G-Yli)BDhQBicv$I|q8 zw$^=JO$`*$gpDSWXQpS3Z#|BV)dOSLjmzgjmdgHU^jPu(Dxmx>@*)Y|P&{HYqeUrH zavK$~Ho~YLA7M|_N6FA!*OyNttg_=RgFEL4llJ8Hi_bPC^E_~~|Z zGB;LhQN-C#G1?}CzJ1(YVm8%N7a}2JmNk7kvuf<_#;=FcoZ}s*IS}d0(iF_l%Us}g zm^}H)K+$fvi4Vg5>lijMrFRjgR)w9}ffiJO)~EJm!6c%MSv2%{z8S^@^YsHC6D)FcjR-)U*Q>FDOF z_ru%vgDJa(V()^w)3vK$mcEn#okNgFhnBJ^))glTsri8!4%ahOqmvvtiDF{8r`H=@ z&r2CdiWeWtT1u&Q+AwkkJ9X4m2@9?edH5l$urx{XS<0Re$XmokYICS_j zWMvI0@sLs2njVyqJjXZn-?WJU7ha^vuX=8$a;sMlkOh&a4w;wIijjx1pH}S|qJGoI zTcMgUO{q3ES+c*$--k<8epb_DlAf7A83pXO!MT%q)*2SII@QoR`M|s}@Q&7JJ9qW9 z^V*pWq~kcE!qCEw9m>Es_^u7M!K(_FioMLP9PA~kkJT+vRSbtBWKciP9f>Sdq&mG; z_Ec!Ip1VCP8a^#=jmu1Mh%TpWjis;OIt^Wb>$Vha4dI=%j&0a(S4V95gqCE7+?L1q zgdS&y*`atRE5&($vl=+e2-FbtS?_pGOOKVsq+9%j?vAB-H3azW&m?nVemE=fYjNj50i=Lv z@sD|NVgZ--ZCbe_k0^s`(GZoPgT3XI>#z!U>cLMLW%fUd7D%K-5B!-Bc3ac)S>D?3 zGWr6Ei(O{W)__^fazoHUV(3UU7D8V+<1aw1C*Gz0xS!m?M){BSmq ze=76mS&SCOO*nt2r_{PiC~|4)j4MwR%-OpxP$C@OCJHU$cOaCjnN5(AvWF5^j*(74 zU2Ic-oUKGhl71V&*d$e~@Uc%$#hRzV%haW)z3TR*IXtjLfMft;SKY`0c3BfMkV_E$ z1oVfXMNKVzYJ%pdQylx+YI8+xdtOzAji8ZggkUxk1)JZPS=G0cwEQ3W0YBPIRY|M1 z#`FZK`dE+1B^V3m|I8uXmYG#@5n7Haq2h()LH{m8vVl}fPE{^(j$ZbTdX_Jg2S&S*yH{H>S$BB0{V z)*Hi|u5kqCrwx|7cTp*M2h${fhfh$*bf@+Ew^tY$^enq?`{Sc{wkt-`Xv3DtBjbsw z($|y;OYIY*=J(Yx4?A!43=pZx%F%Q3TM}hJZ*=Z3&m_O@H5lRO5nC#x&73gH%_*)2 zHW(D@#w_b8)FWLLsZ7`cPT08JX0v_Ns~rhOJ(No}zo}SHW|iyU8*hAk0lCPhAcxS5 zfU2-0G;EK=L0LH&rb)1HVlaB;;MUDGMzFtx%AV#~jTu9ybZVksxXhFRrTj^`&%suy zQ|G6X8WK_nc~P*|S=6Jfu950O9JX{o~&*^xPYxJ4KrH-dIYubW6Q>7Wj?)QxhDTC6pk#n}c> zhEQq5+NH@`PPJz`_&Aw%uja8^pvhp}lyL~vmV^j0glTtK>kp3zl?-uJmhEX^e(BFh zWg6nauZb>NxaC%~jIrU&49=Hv^3Lp(O)RHH<+8{rUH8 z-d~CwH$Z4@9Cu)3N%S0?r@79Zb#U>0I=K#0e#RQ2CmD;>gE6r79^kv1#oMI6zvJ$2 z-?3*j$T`@D5i7RI`lc0Qc2t5tB6f#)8w)i@1W%D#B4`IyRv6yE4`y%7VM;KpiVN2J zOkD+vhcGv+79~_wv&z}z{65^-lt`0u3$@WqSV?h^D4$&BZ!p14v@(D(ytYjz@rD9% z5UwkY4G?$WL{?j*OFhpbKUNWN>{2)5eJuoIm;=#n0BIYwj+|j-NY@G>M)P4Io9b}5 z6?dFdKU5c*#`V#Wh#n=4HWB6^tPGoJgE7W%9hZ=$l8iN#%EF^13${z@J0cM>cY}`c z_T-BKX-mQ%tJ)6%Gm|#SMwF`jI&CGJvjXO3Kr-EOBPzrgk4YOcBQDTyWs;9B#SP7f zHEN@VTgzptO*ZMA6jwfY$Ip@KHRzSSqcyNHLb3B~k~>Ogq@7xhcJI~pq-2PGmD@wB+rWZq+L z0B);udp?G=$gew?Z&zQ?y^m-{c$-qPDYp@m4}GJXO!~?!2EGh)W8X6pvE0AaFUWV! z+}=QnFxa%;%-o@SUC3Pcj#NITqgm@Tvg~67Xt`64ncpkJ>O;|By~ViMd6zvJ`azeG zK3`bAk(~3+aI>YG1HZz8ZNtcX%d$3oBjsRly*K6z=vaO^7O~!G!iutdsmg~ww6(DQ zQ$PP&-eJD7ekaD6l!KB_E=(aIAF2@l|0R0Ut1HImyf+ESE1^072dt}tyno|<>NQKL zVFDLO$*z@(i#Db}|JWiCo5z8j(0>DEMiCzcWrk4~)TAIbQjDZRn1_loF%(c6%RYz- zZH8JWeWyrJULdinE})T{FwE&+o45@3!!$f0XKx;tKw1$qRa1;9eiRL5nmWOFg*1;u z{0EzaRVvD~0(pmo*hmp`J(hoMT8&zef35HI3NHGzMDxU5O|*)9{!yQRhP3)LWI(M* zf5CG=ZQ^j$!W1aWr50%4QZI){ctpNw2nZNGBOZ*IK5Q&$J^trgBJmu-Khl2`|NU*= zbmrk_^rwzHKO)ltNTzOf4MkQtn{`m`Hu|{WB|Zp7k$@7!n@9;|SOXumfb^meOX4LO zMq$r3FBt~tQi(S{Lcze6+Sh^S;g0{5`{F1d1+xTHp+{~zw;)S|&h{EOir*Zw(4_>H zO%`-Rd{rMvA@>_Jf;T}C6Z}Ew$EK@M+7e6!@JlV6z24InpB}K;y=-mPT0a+;qBViF zv1lwm1xH7u3*qf6IDsa-k*{o28Hi<&8OubCLfJW#U}wR zQ#aA^O<`Qf#<~oA*G7k$XuA#TkAq>1SEBnL@^M+;GJPwpdBF)!b&WIO>mnF13YY>X}i^Vz-|FPYM)am zUujSDm(BU$147S-EeEAZ;w{WR#yA!~HGPCcV)7d{!vPt~Iz)1QT+R??>@E*a-|`nV zIA#hhFrBUFr%*${dT4PCSVqfK0tMBK1Kv>qO;sxxScuy zTt-qCmj0nPvIza>14yDfUb2oN8U#*XVC-YwxWg?-zmiG%*WQ79;KsPI?v5n&{T3Lt z!gl!8@AeDj$*!hd_#6%<1Gm2&3AGG6Tfn zuRsOXO%evaT?rQmTReV+D7`SGQe+*fzDcP0F0gsPQU12;AOxo^meBc(nr_~K$j+2l z8IAc6kqcw&QphuT2`hn6xnX5`Ckr&pGNG1-z&edf5yGE^C=%ksK!z_<ze1*c*LM^0Y5%9%>sfnFJ z4P4o9gWA}T!0m+WGnEy#-Oq$|grDrh9*7lUZivt53}0@xbxzUydAcFz;5G+so$yG0 zhiB;}gE?0RJ;dpse2dig;-4^`&+gi3l8xpMZ^%hRcdtX%?2njPe=z;+h^@1X9Gch* zj+Y@Swe@g3FfXd|Ll9$nl6>}Slrj_-ofcy~I&2#&A`MctywLT+Xa>)LWx#}5cdq1a zmq~xyBOy7F6H;4X@9|Ii5pkD$ld(>rO0H*WIQ0s;bq7N6-=_LD+u%IeAK`w!Yw2qH zRrH)l2W^J&-%wAepBOGnp}(*5X+UkM2V;#;xP_)lj0z<6|L*Xk*~YXtSc+MH5h%Nd z@th+XhN&eN-$H0nZVcsItlT9ypJ5OB-(#=0zz4NrQh zm1^3bwQ0n;kv6#kf?-IoHE#iuUV$3NW!UBZdDp0<8NUUAxnTNJva zi8j&5bwIjgJFFBr*kW0AS^+Jb479dLUHUmc)Y~xPAW=!*l+u<(tKsmH& zg870MYmm1Pw$Ec~#=iBCBa>eSLa4320h>2zMJLP(J}r@A^Roy%H2*|WU^c*U)B`}j z)^$4L;fuboc1`hf3EXrim#a+!m$k9*n}{vbrb&tkQ_uP4^J@rmm-QR$e8SP{FdHDG+tre4&*t<{^;ebryqW93&~9|VNJe-kfBNuknjCu~&Q&lT}u$+UOud@+-$tvcjY)$P! zP~8P~kk7I<&?(MSZcv(t`ha{kP`(6w?Abx^k-{(G{07Y5{f6k(%YB9*b*=bz_zf=^ zI}*Z!>jKX0wM%{yRw?4Ce`_=gJp~F9*oJ)rV^7rM?9gx#eXEB@E{_++%7svdhw%(z z#%&cjTBI;s79!^jS`Q-)`#vDsxEH+-j_^f@4eW~#3dAa?&m;;jgzvT2*B<1(SAL$4 zlX3?)QRE!HE`u-xz2^R6Fe5*H7C@1?JHJZ^JEjT0*g4w-oF{`-5;n&4`|2H3VHrX{ z6Ac#e+_NEs`WgS+A&(b&N#eUTg#ugl6SBYF1l`G_$uph!#R=Exv2|5#>PR@PCcg#m zO1QU^Lo(b2ggSK;GHJTV&A_6)g$q$AsGM!AH@y=X?(d7wF)Q(nj**=K@xl*1+hFe{ za*|jtbDyj$GiT62p22q)m_*c5X8li;)K6CAIT`;~+gVU$kBd`?fT!-AH&c{Fcv*vF z;SI1!y)HR5sqiecv=L8e>h1I!q4Yt9yUr#V$H+w>Q*-mta|}rV7VwBCzl=^|M}M#< zxv!QgyL6Lx*7gV3i0VA;;m5Ajo0NF#IsB!AhbKmj+Qd*9gzK}+QP%KfasR^DA6sTxUBxu(c z>s`Fb349l@Tx%q)SKvu0#O+2g4KF^Zl?ikMAsy_bU>udQAR=5!8GF{kO>3w&7q(4E zUJ@%Jo$rj6{IHG41kmZ^B~PN04G2_*`bc1*;agu|%Yw+{4~KOpw7;!erI%ZkdwjnJ+J#Mjxf}0_T+immHNRoKhdbMJUwPcm zz_$kBV{s%G z0$e5C3N%>VS<_n*(lC|P$?3U64H+W2N=%*XKSjH5M}9=xr`fSw92Rv+cz+PeLn8ut> z5{d9M;AsRZfByisu`qoyTw_LQp$%WrJls5YTdJA~yY!S-_NRo%8{H7|V?Uf~GVxlQ z=W9Yhg-7fdO#K7dWZTBP4@pvG?27^!(3FZl6*-WyCGtRe3B^_sk|! zu6^d_C_^?Xp66j_PSml2Ux`3-`gD2wn5*$fZ)F{AtDuDpTdhWcsd^r(ifb#9YX-kk-e4Ek6>5y-_GTeowKvE67Ub*nO*G1j0CNZNOh7F zHHLeV9K>O*#I_fs<0b`ok4vc=F&S>e4vqHrLGN5{huV9K%`Z(#tG^SRKs` z^MKp84s5_86HilZcJbr-`HPg-x>53m_s1W|7VD>K7QM&sQ(80dqJ+;Zw>Oups~&Ib zytqcC``0>)_-$=jrUlnZV>X$bx7!_W*IPYiHazsxBD@PlT#R>TxQYptmnNELE4P38 zRVy2JxreCclG3Z!cp1Hh5D*ZCZ0ugHHokDz&KV^0Hgz?U zme~CZnIWB~dTe}I47WwhAZHJ|JxAL)`#IhL2h#$x!`g%=_X_vM#)12L#s<^GpdOX$ zSZeP~A}wwtNbyq2yrFJ$+i*n%2%G&^V1t=w`gs6O^;y(h`ucj8+RU509}>OODV`5F z$mRyT+xY8iy^|J%%ok2ngl+`MGWT33Q&MQLY&p}P7m17cOZTLkw^7&|Hm}j|)9* zEQMvBBu2Vlve)7N}%Rr+{y;kHr^8l%*&Outm2p+-uH?_!u=>j#Z`w%!}8J zb&)UxcnWvZ!FTAd^V|nNcUE&BY)#|x9i1`@R2I&+2ur+~)>`U=$3tXwA1@P!UJg?lfiG#fP|fu zfDH3;M1cJyWf{`zHnjud%MP&01A?{)PfsZFudVYh0@KivP?C5d*O*m-@vCVN$Ynsf zWAWz8N=ZHSr(Kd<^%IPZ<=U&bU!nCue&Yo3mLR`}MRz6_i-zSN07FFvlbWprzZ67? zMgh-r`f6H-;8O_PZE1uDlJIU1*`avhebNn^MS#l&2ewQK4ob}H&jbbu5fjbi@FmS` z(#q$L;n8DzhVF)&&UK0P(FkI$s~;Mfa*e9=se?f(1t~NdWd7G5hQn1cN*x#G&o4eD z>KA4%0o1FiU3IpeA-h^0!$0c3l=xRD)yI827-BPH_@?qxv z&fztESO6EzRO@|JOb>|V&fN*3{opCn*K)UpEUBB5Tt)_MBBm>(0xX&n7F2Yz_4~)` z8E6v9gB-tIq`mQ?=T4&bgh}2O9{!=c1!|8kMuewnF7MWjl7!u!#l^M-B9C%Gbu9I( z(aN{R_K_Cpshu-FfX5SEE4WODreRIZUw%0>D}H@Dv{0?EA*ig!qKb=D@QgDmlQkYK zg*{d4oIA+eSJtOcg}sD7eVUG=^?rai=rvRdB(iDDm0JJJXZ0p7VJ)3nzS8ikws$0g z`iD;Dlk)LCi+xq^c15gYsf~$vf~4c*BmD#<6T2=Gg!*$HtCgnq9ywVBSOSWY32*yq zvZ>?3Mq@hvTyv27_iGnqm}XK^lT@N3>tZThJ4O*QWX#9il*_`9V8Jgh8fXG zyX;0`{Duqib~II(Ky@ELr?6OOCbMHqY~x7m$0BQ(oTUpT1K&{k*gp+*=5L57_0v}m z1h$2g&#Lc)yt>D$9bTCNiiwE%J z!>OcLz#leZ8>O@>lEbpHG;>L$b;1ufEzu9)C3SUv=piq)a$$_~FcqgqR0d(y3R{so zEBr`C|A9&sYwX$N{Fc~b(aVYIw>??$@yrs1&F@9yW}Yc_!Go#?zrJXs4pAsS`+@l0-N*Io#u~^Pc|wnK7Y&OAj6h}Zo<76J z4_8QH2nZk)jjFR20bF>g|r=~~7$7glO{me)^W|h?gK}?DUTHMuUF)#qK zRKh1Z6-?WMCi2OH=2ICMEGLcGd` zrx#N)${1l8K?d-YU1>+2q{IPxV!I2S=F zam_Uh;LfIDLN{y>Ec)I9KdZuuuB(chG8YMF+7Fd#vM{cq8$hXZ#(c5+234#4xSX8w z^NT#w^j)iw)SKgrs{0P3eDx3=K{k$?h~g3Y_5^SI{K@Ny>hsUO4GmiYDrq_2)u6d% z<;0!@?kL%UZj+ykZfZ>1x{p>^0Aj3^DD zuZ^JR^uTwDp>X?UG|n!KE%5~bg{3NU971l-Q$8s#0_Lq~2gc!OXYl!X4LA;!T`(>& zcrS-z+Npu1==3l7z3MC==T^6a@CYrc&wM{(x;+1IJb4^7d~Zv{x=?vealE64(5xym zomx5^wmS>C+Ga@=Z4WeTgArQ`y6j_be>6%CNmASB4d|l149-4RY&J?+-7Fo`g0kK@ zOWm6^lYTAYse!0*i2A8xWoQ1l$r6`(147a$y<(}qT=@fRql3Un6xTInDIYbl4SbXQ z1sFT|_FRPzYv%X!Nig0FkmUofuRZ|i1R`&91A6cr12|LACJ zD5e=31c`PAO%#mZH1FhFL3&CkMYgvMr2f@PpQ$-l8=#8rxjEKQkSEplu@F2 zmUzue`X1*-%abAPTy_?(uV4FoR13V=kA34HGYq>uGI~d7Jv`|=A~O_6pknsU*}HAa z1lC%;y>uv84#)PUN3uoN2NPE5Q$r`AjkWv3(s80<5NS|Ytt+CR1HIHCVrVF6LgSi0 zj`$$I5?>)t#OhffKQ+eEyLe#H?)vUx`+RI5W;&bFr=R3?8u3td%wbK(1B=#6hXVpd z(QbI8D9TwG--}w)<#2s+P{x)nig+K_=DTN*S#=Tsj+vN4(qYL!4TrvD2-SoleI1 z|7?X^0n-0mb@yN{%u?vtd$JKw7*~lS4Y~8zdmd=*HsD^t6ltIYLK?@ z{2H9^x*#G{D|Q1dp8hly9fv5blrq-FE}^dj{qdjGcCCIwdZrP7C3c+4&4#|MpujWJ zN>Vh{Qo{_{GmInHj_QN-Yq0aQw~$v))``r0lAwDPJ+QcGTe-MzCrTdiVkmEirQVEt zuNYBlm2@=H4sAc>EhlglGuV?qiW) z`Bp(9)~ngCJy{A74ndZmEoCmxmsZ~w+tGiH;p1|lQ?NjH_Jb}iw($!H09k&;e}6vf z#5ca|koXkOGI@TwXBQD?}23g%`T&<|JLeu|* zsDbWHg}ic#IufIG!YkQ}ohaxKD+>3j7DM;khV3$)6#^-0wXJ}HTzU5})jPYQjxW4B zkHy`h?bps7lbK^3SFAiXqGN|yRlL`=OPss}KA;t$G{wCpi|m{qr2KKzUZZ}Vm+EEW zh&ww>p58L#5)pgb-U-j;w82b$Ihm2?>lRg2>AildZ;r~!V;7|W{K8S`*?!Da-WaDf z8zC}dz;1w6_?#76aoXxQ30Wj$`Mhvt5fp;eu;ZK_+Uf%gSt!_k3xuj^n8H`_A&uIa zNu%Llo^cVt$fEx5L)bXZsM-ADOa)dh8uB!9Po_?kib6~3fV;1H@Z{>KYIsQO{d@6R zZY`~Hrc%7D45oOE*b1qG89W)g49PJ#Jq_u76p>L$z{&04LI8D|AGhvE| z7j)9QAIq~Njr=VBbV12%q8e*o1eiTk1YvIx1N(R;to?3+CmX%2drb}F%d0EPEE3yw zM@cs*@0xn$kK#!&%+$8s5e`NQme=hmBSQv)V@G)%S~V#QkM(Kz#UY~1!; zb7ZQObnCowMJ$&<$aD9vW2YTieACpM-`U`s}<%=KT_Atu>|WaO~D>k6g0C(M+08*ES<~>2kMc^=IfO` z-(q^XWdDbDYr$+-{k4*$_uMclqIl-%F2ORFe;6i)hThcEHJB_|^YA+1c)`|P(JFN^ zte==${yc8lLQaqccM1I`I`9)hr$q&r=r zZFkh4{3Fpoh(OB~Gi7vmHh!E%Q)W=$&q166lVQUVAQNHFSb3Q1Q00YQ{XDVH?bPlMyJ66(C7B)vfkvA^}qs^#Qr-w`;bMsIf!z+%39sg{rj z{8_CfqYB1SDT2-qV?JTx{m|TbaH$cB>q|Jkl&nj~yT~p%_OFnt!_7#5&6`EY!vvMp zGr$a@>LiKy#=Y;W(Bh*G0!FCyLHDIR3Pc29`}nJP%=R8O@_^g7)zLU{NZyVJZ{!Z~ z$K#;*kRnv~F#dOEO)P~eaOm+#^UN>8KY%KXx#Wz^oA)oTUWQnDPilU>f|6ac2O{iP z-JE6q7X79%rbcOv_uzI{)t$3gJsz+Q{KviYczYb7DYQT;ohGNYStG_Nhb)8gNDN|^ zSAu@S>x^{$#+U&;=)|uz)x07N`nG_->bQ;qJ5{S^@sMLsP(^P_i*zrN>x2My-O=t% zUvR*vq939U2b7dZw z-I|0^XC{U!N2Zii_IFBdSZ8P)n5uRQ3FIOZo^hz7j153Mv>9wbAv_ZeI-?rZxyh!U zCM-eG95Z5HAQ4MSRN-NatPLF;?Tx-${S|HW&Ea8K>FF8p>GA){n)vjZ_{{XI+W7cP zn)r;2EcnbUOdl5vtRHG7=Fiv16(c|spXIL;Bbz2ZfQ|jr{ZnG0$7f;u3A;laf4nT>_b44*j|K2Uw)VEil(VEwc(vVK|^ z>G1)Ke^#tjfUlpUNN2|A_gEoel7@A|}SqrhGK_6Z>bY*qA>@`q6Ag7N*bF zU)4u)7S_)?Y|Nj_`3r>Y?|kUlKM?)3eD;Tl{%5(@6f8!J5 zfAQ&)LmyB+6#w<}pRm80Pe32Z{}1bb`F%?N0s9~O$4Wk=4^IBe#!nu8GVovSeX{P8 zZ=X#2@cdxezx?`S)+eVv;+MksG44-rVciC=r~5h9&w2h6|IY;f9o;`O`)}?0ME>`7?eF|%|u zvZoWV{O)KZWMp7tXhbJvWNqST`neV!9(b64Z)caZfOy%cRQj)d=N>S44MC{kUElJc zCcL7GD>iv*eDc0gQEr8Jx^UvtOZCysx!~)Tk0_a-mMNx+A#X6 z&Hi+0HUE*ru%j<5xHTj`F2E$)K0nsF%dm;NZx}HhZ@F7^E&X_Q(MnR1U1Lb$k2Rc8 zvWa(&S!2`XIG3lGbDHx?&-Z~eY0l8j5k~pc+_gi8C2xuek%zRq*3#2w<5upKw5Z?( zO&fnhQWV7>bxk)$Mu9cl7&fSjWXPr6Jjo`@Zg*b89N4_wf>_o`>9C`d?{b4y0 z)!Qg`7_}6r0{!GQcL|fk;CUzmenJ#vDpF`a22Da{t6=@v_@tlp`1O)b-!=T~Cn5a% z7xB=gP5VdzDVR2RQiDy<+(QoD6h5tA5=oGFP$c9s3LrylX=A$E_6>4S&X}9)(T08AWSyN^puR9Q5{Jpvzq zZ^}aezVe&lplSMpU{?L?zjtlzYrI(LMO z=@oa`GBS%|VDI_X)_u&;yeWJU9>ubDVw2^m7P$f54eQ|4ZkyxUw1j8w8sp%&+jW$w zczKuI82c<6k<2{TTVzT!{Wt8I=kS3=HfaFqE}^GJA&*69w08ndRjN@ zk*ut=&%x91ZU3X_>3~b~kR!_+UXsn@)}8)@&4GYt`1CTp_xeF&ME##$D?eY`bx9d5 zljhW8nf&wNn?kmz;)LUywt?^-HcFoFsrJVnv+S&s5rrP@pz)Z1a0uK3?-+=~18i^I zTXrQ|rAO%$w~_;n*^W2II-WR6871`AXi8rmFt7!p`m3VrSAiLsJ?v$D3E1YqX@T`T zzzpf3#j6{6e!9eSR(>H`;nmPXmRuUq`-8(E$IN<9`zD;kOlIE6jy;Y;x!1;=L|B9A z*!e9agGehyz}Z^p?XsGmsJRtDfJ;WZj;c854ty@myaefbWrM#-N2<_m zhPcI>9t&WTBk=>kcxPRNd=*tYW}_ACfc}wYRuvYW=}P|ZQZT2_(AD8 z+nG4qQ>uRFY2l|cRMz|QTU@W*sh8FJg8b#R8GMz1Mc%+q!Drwx;R6t=TKQdY<8*47 z_XKM;Gd%CT34Aw}bQ|k#9X+HwiFd9!s+S3jrzzzciojUuq$#*laQj1dQ&Kr|dqwnD zs|z5F@@H}^EqJNEgRPj(woW8HG(AXjA6GtR`Yt}6eq+!d(-S$xZlDQ&QYo}ErInvp zG_ueY(K2F?UcaaO&Z)wwXAgJ};%Z=S$qF$E< zLZqH!I4s_?U~lnDCM6FAPGvSh;$h`71kgiQe9#BWPJQu=W;|w@zpq*5z?|X;s+ulL z8B*eJ3F+hpWy$9ZwDza;b!zaCK4){Oz^Lq znM@JCNZ+odA6;i2%8uUCD0mIt)E7|xw?D{#g@W9@w}iyKQQiNW>;JTUx}8igSRwX- zfcgONam0Wbf6Dws4UT)-;1I=u2Q2{Ic{v1+2LbPd>Lj@h(QMdwJWu2NpXmN)#{UgJ zPV?E%+X>;r&b#Eu%W-WJJAFbvq&uC!M>+;JU}_(eylXQSN(`Al^L04iK1E>06rwz9 zt~TZ@o2FL#W(tDTg!EqGERKuK)zm(Nd)B(zxyreQY-Q#Y{7(1|^$zVhz>Mxq-<;J; z7o}z?hQ?1Ock9hk`OUJOsODDYEXcCwi_xExiFs39vkssos3oE2s78O1w-ND~mSdI2 zj+6#f3)v&#C;DOQ^ZU8x9$ojA(~PDTb7$Q4r_(pb`{gx@5U0vVwYT@}mzG))Ow~63 z#3xbH9X!m5m580(8mcGqR|(J5b`4&|j!DOqv-zY$+%}z!-1E7P`HrcMxsI8R1@FoG zBi`ef=_*jt zLaa^pl1x zVHm+v1*EbI=oK3&x>3wR8HHgB4@pFVvE>E$ecw0kGb3NQ4ahCtHY5tBY_J+`q5=sj zL1gTdE{LxhC-LwwcJ2jZywHGNJD6nNOpdR3Z@^x38QWHWHI&RkNiCRcx*W2mB{Tlo zTjRQI&7q~geif{~L|BV{S7*x9LbX@`uu!YFnr`_%-d^vICv%rp)En=IAI%iV6qDaK zj*!ZbX3|ann#0Mc35V3Mb)U zKORIF(8m)WcsE*$&T+Dy1cQCYA}@dJvo5zu-r#uN{q$1E`hN0VM)Eh$9ZvX-q6YWdo8jcS-z2JY^=vRO zE~~>_I;z0_rNiFk0p)GKzv?Q7g#984%AVaBv!}l5XTM?t`qI)0=|JihPWooN-snN6 ztn#es`Wpt;u;V0vCINhvKY2v{cuD4U*}3knL9^i|_f3iRc}se5Kw6y6@^W_8)hb~g zlPmLwQxx;uAIgD?1WvBHy(?OF>h-f0+h(Pma1ko46^1EFH62%5jo`Ih^;>(_hRrJU zt<6EKP#9S2B>8w}fKAaFQCVKMEto(j7cRkyOI%kg`?82DOsZk=57`ck&%j=X1meE=L2)RY3;##2*y1O;P%_OaT8E(CruPC~Y9kewCLz>g1QFp? z-WG*aT7(JId7OZIgvXmo;)HcEby6uL$)fjU1+6A=@bqz_b3c59CG_rkKDKJVdt=TfI ztD|PQUs(lmkj@a-_m3%;5bWIzS2k<6kL^b#6TTAkt;-og-J0+T#Y~BevjR%`f2-`# z6R)aqq>Qxf$+#*^q}dy^YqSEU85XhP$Jxh@u7uS0XsRRI`?vj?a1-lg6v&@MkhxE) zbAsa%uJOS|vkvCIC@HHhKVl>YH;vMT(NnpbSMR4zTfqCPza|jVNy@@T!CeR52?%&d z;;c(nudO4 z=coFXfOPdtf#Zhd!BU)DW@XX1R=z{M&y7jAm(@ZEqdkjW)qTExlq1Tc6p-(mIo(3-I4_tF$`=NkqFqrx@km*D0y|`1eHi(8 z^UQy0`mh2qjR}(SZ<*4O%eec({KU*cY=omHx|5$>3k~-@S#Hu4MD8PBopgw2(+v3? zZ>q8_MWRAgEfJC+k(S*HLn5Q9--I+0uT~-yhZG?JAg@*n5tg7<()U5SPAF2<|6i}DHydPkpW_qidBOW05J;1Vvz!5aH&J;#IivLfR5B56{Ae# zLJH=eK|}xqHKRl%E&zgxQ6SO=@J>A^AK4@Is94yFtSR-VR9J?bDaDa`S|H*MU`jbH z73n~>lyXt+FA%{1D5cg>8!8ivMw$S)s0~$#B_rjeNU7!&Bf$XssS(PB!N~PegA|5} z#9EOQ0OHgL1!A2@27pj1lp?W4Bq3l@DkEh!bv6Z2DnUQO4FFH&C=jWi`YIavCG{yC z`8)Ns44I$ut_b-f+2(4(|34d_wWcLsbH44O-Q>PE_^ zu2v83q`Znm>Pq=k4T?+oln+8mb=3}fOLbKaa!Ykp4{A$wRSe=tb=3@7|BJmrYN@WO zK{o;<>lt*fte57}3n|S1ul#SB99pGANUk-4su^A(cS2FYTJc)4x7!Uldp3$Ku^_y4a! zIz{1wpx~Kb=*mB2{RgV~2g&M(Wbs?P{44%{v*G`C=L)KM1IenDWYJE%d@D|&6R*IH zTjw zIuCBsW_k{S)^JlwMdSr``(j^HNN%+6m}kDI3`{1v!>CWGSE*;ubZCCNjB|z=^OVt_ z2Uj|vC8vt8iY!YqWi(~L0&MBorX6;ADU+<>9|J1$dj?svtieMwD&wqCmcWV>OP&Re z(s~)=3^C?ZhS+<}Xu%;F65nOTd?XoBKI>oQv*vhkR0iYb;|Cpko6|!n6IWr3xx*|e zB;gEj$H&1LP8kqPa0cVYCSRHFj%htIz8PN54K$^Cn>FOhWXZ`Dkjn0*u%&i6T)C97 z&Tgho46b{N6*6vi=EhQnQfB9qCZBdJF~EU2rAlz};qGA=ha!w}PuLvAQ# zR<5EbNVB%wHM79=QWSGyO89gh)yAvSGkq5r{~)(qOR&j=mE8Oh3c* z8P}iv`5BoXllRCoaeX5!i{JE)#HWySzB7+_3#~dYaOpi}>l01k7d=MrNxAwAzSEBg zr869dH#+Yr(w*&(?4|M;3&}G6N2BCzj~ol|r6XM%O~n9-6>#IPod-F7TB8i^aArn^MiqMlL(O36+7wB^l<-KN(b+W(=|?(RstX z+2bss^c_LU=?{@SGRf_o$*&@I(@MiEiIyPB74*~K*f-J1=9nkZ$?-25`kS2jj6H36 z`E$5R{Vd}c;l60$3ii%+VDX>^EcPqb5#H4frx!oSG2I?4>THEc!9HB{eee(`%v5rA|!T=Jkvv4xJ{Y z(=uwMq@{9v6D$gaGfa4kbLN@AQU+1xQO4(es1tBTZGoY=b29%E$GBM2iH4W3rqG7a zX3+Z*%;H(A70i}0L6JIFbIi8LkVTcYkcHMZy+S`AmyqA!J2SUmD6hZ%(dR<`AoRVI zf50Ev2igbJ26o@x0QU%OrBnRlS%m)teWkHVySh#zf&y+*92a<>z?4WtdX4Ym#S6=q#G z$Oj`lwpkaIZQ9Lnm1ZNXZo>v6WXn*ysBCR|$=T*40(WEW+U!L$J8R3lL%m(yUh4>6 zAJDI^sh(QJWxQ0XdQD2Id`vPhU%G zD5IJ9w;g=aw;|TL8Ne|gU3ehs(nYIB{Yj=*1<+j$B{T#+BZ^p~+P4*bClUHy5M=)4 z$e7A0y)I-S6v=M#iCU|1Bb!YTUo#JFKkG%`PF?Du71~y}`O5xlo8v8BD&{^54u^uX zb}*Y~?qGr4PG*{#{*F!h$_cAO*GfpD-Puc6Ie6iKE7r(u$Oorrgx}0_tx!}v`tWe4Uu}Uuh9VC-HXl;sTwqr;37W6TPP0d0-^ey5@HC zlUUtjW?OVb_XOQD*T>BKzy-IIorNpbK4n}qnTD%G-H)B6kft{)hKbXEfdiJM2za?X zC$@L%{Kpl=-wpEnBlZU{bL)1c^Ji`vcp73FBrA|PaH)^V0N?;o2f~4;0Z#*(1|lm! zG7Cflfes842;S$DkDmcK34RRJ7^o?LrvS4EwA3e)4_yvs2DA`p*{5OvtpJ`Ingft-fJz_yY5*!B z)+ww;AZb2I0+b6Fa)1XR{3*~N2x9Eg_I6wmyhQ*| zgcX?2KA{89E7~jgD#9nsE7mLdEy^uP9l|T{EB-6|EBY(MEA}ePC2$W&4_FTnALKW% z55y%W(>pKz~WtKdGcK43mjK0sXvU65TcU7%fXUEp26x`4ajyCAxtyZ)1c!1O@$ z!1RFfAoD=;!1I9fAo4)+z`mh*fO+6Af$;y6ae(n5@ImmwT0m|4*mi+;{S5xe(B1w| znn7s8XoFmZwE?+?xCXffy9Tm@v;(yRw*$6=umfQOVFzIcS^-@FUIAGFQU_HBRtHfB zN(W5`P6zP^rURyfpaY=;V*|nfIsv8a^X&67z^g;o5M~|720!lY`^3oj0eR3j_=cJE z4}7C%`1yZSN&{5^gIEXjVH4ItK>e?}|NVDQ-zG-J2Z*!2!8OdJZ(ut;!wdNFzsjG+ zmAxM)>YqmLTYbC5S%<-48Lj=8GZ9oD(7C_T@$YNtcP#1Hj+wQk<#{Y=e zsVtynODt6+RondD8o8Vqm>$aWju$|Rnt)sz9jb&SzYkH;FoX%>v?QVf0E-f`O{n_O z`8b~d&DK>4_BkdWT6VwbD_AYb%FhwgFmr&F8s^bapA{F1`!NmIhCj`RxNLHGQvzVN?G zLk}~Pt)tsb3kuB-242~hg>DxDUV|7@RBTu zT|MpSAF1>K|7RrHwD%E3vAkf3>HZf%Gfme?37r^g1K-!EHkWqCukdd1xN&>WB@Z3< z!BHLSlwz)BZzf-G-FPeylsG4qk`An_rPwgOdH;ce)mX7N^o~@!f$p|}{|t%y5zmGE z_<5@-lI`H4j!%hkNBRZReOkKuu!yz^&HWyDUCcJ@r}bR!aA*JJ1KzV`A@~t7FG1WA zQZ0-8wuC3X?M&9_3Lz#S}F?uhhIwh*zF|Hu{l?H*{X^;FU(IcGmiltDBa% zK(B<}fk&V=gTI6VJ1+hQ!6>J;=#1ryzr6#``j|ATEcS}OmEQVClR(n75Ef^2s!dw^ z48+Gs-+@DEm16RdJ*uesivLXcFBarB^9-Md^9Q@h@SnB(-Y`|UG6QT8V+$JHGu?wn z9+|||64F@%$Dgk|aBw2tV1gld5fbia1|m|C9_saCQ9Eg=aaWrO`1Sk|)Yiy6ZRcQi z1NS`d-6Bx#MtGklb~lA(y~L+IaspqYH#_sm{3^fSU3Zedx7E~jlnz_GSf<=;Drc61 z*%mJt+Z(#6oA_2r!0pS$lLmFn=jBeOX-?$G=Q+GzC@~l-7$Noxn|62G2*uO&wA@-B zfxq6L@JdZzhN)kvxS40A&y-sE9fup^&DiJe1x2ABqVH{gnXQ2ZUbMY z6hC^|#lMp5|NI;=@mh>7Zq~f38WLquQk2sI>XqY(Du$8^xiw_=@Msu+5&f-aM8X1B zMyQItp>cMJi$BqU95&$iryL+#Ipw$*I)4VrdA(6#{c)mALSxiaG(|tZvEI9d4UbeK zf*C?B`HxnPM+|!e>fm%7(XxSyStsV~Tta>W0|`HI6|jbcPKhjoglZT$d+p3~?6FqB zO^l0FKZatoWyXGVd^`+~os!CGt0glc$e6(RMdST3{CKgT%~AHY^DS4llp2(RWchI( zKj~?bCz5)qfKA@8dt3q_1;cW$%Fg>Eeilb}b_NOo-6M+^jOX>If>K0d-lnAqzMwP| zk}tb5+||KFPA(dqsNX#5a*=jun}l-QCG1s$$5AVYb-Wl-JS2(;@;6K@ENf;_)h{xA z50!|TaFK9(4hM+5<0%ocz!R>}oPY4A6ypo227uNeW;Q?zpV(0%rtfcDVv_&E^|(Zo zdja2e==K>1`Hww5TS3y-4ca-sIF{EkS|kYn z9)M1RnWLy3><&^*D7ov#N}0Ta`oYY*^hayt?eZ?u_*S;{WQHKI^*Z@*!i(>~n9wxP z3E{F6NGRaxtfdy8l7?wy*-P58ZgRg;99t$wr|2&sr}=)NOxz;f*&5>)m82 za$)p$H%mB)*mMqjc!}hy)37Q%9iNB&$n_R?)Z_5PpARyQ@R!j%tqjLo0VTO1ik;*) z6bKjWY&Ijkv*|Bkp0~5Yy(UeRu&0PtSLWQUsWi;)2HlLyS+u#95exiLaz7M7FQbZJ{+zA*1_y4P8&9VpXiH^|B_m74laJ z+hk0w%kCK&wpJ*-EsN&i&uRW=D)DKUZREMg_l~jA&|F4GP*E?nq)xGs@zQgL7GvTo zs0EqA`#Q|i6nbC%qQ+!;cjuX$&eTy=L}pv4$oR-h?wk9L$!v?TlQlga;~8P|-*bNr z1>f1EjcgWwh_AGFizsINPFk27xf?r~xxF*H^&8V|l4RY4`;S|2pun7flLQ1v36la& zsdh^ultfA%3)QOA)hcayZEdZ+n*=~AnyhC2YHhsZ&AgqiEU0}+(vR22EsxOP}>8C8pJ#n z;?K%{OC6O&)sSs-n`nziiQcUQdU_vfw#FPB^MyACAE7!)m(l7Kv|dc{9>CH=5?e1R zEd8HL)KwazH+f<@8xbdwl$`VeYEbcf2{{xD)*Xhj%RWSZYVKP9GZ0 z&=el4Dll2@ir0MLGlK&#Z>lF)4QJ1>Fvx@nt*NXyZU(5N0L$Y}$7v+mbEaT}vk@VX z{>iuO`8-@*jcj0sd=zqsD+1?;tbwt`r#x*4v*cma9E~g9l?jKbP)t=LPcmXHbpBM3 zu7qL%uVV-k*2-=raEPkX2^2==0hD~dM zOOI#geLbm-kMlJ@&geBO(rwD@WYX}-qO3_iY zm-rXUFVkNL{rf4;)1} z>Tn^`4*HyMHR3>Lh6Q0=4Lot6yF7pS{UYWIIGQ`j0L@Z91@+*K;&WbvFWS{eXXhU| zpnu@tSHH-w;7cA*RN?(aHYcH*d2f78(mc@R$S9Nk?iECPTBE_t`=fc{(bZa1d zlgd`1TE$Ay38Loq47KhAGNfrO;RaDn!&shxZ`+l4gZ!Tm-$ zl4aTF1f_-hrLT@1v5oG+QAywHGa(~nj9}*7uV#(uEN^ogFUUn_1)63*`p~O*`4;$C`-u*XETw2;f zImW~hDn6R!?m_sMGZK~ur#!yS|NXkiel$xw5iJ{vQvz-rqG5w|P1X-Y8sMRR+hw+B z!m{bzj~*m*;EL_rLA3#g%W{QXzlHm+G2nS<+i+MQZVm{EmYqlyU@@}(YRIYF7GKy! zOBO9+{3QOz0?|4p#mr&X`tKCZdK9mwk$Gs;$8Vp%2wZ&j2wEa$P6_w#kE{s~VwJ^T z0Us|n`85J{k9T9@vJ)(+@NI?;+(ryD0yjx5o*VJiHkF=lpvDS?RTc^xY*aQl=xm5k zxNGJ9$790{mb^s}wmh#2BhLp0ID%B+yG=x$yjVo1cSVh*nLG#5@gi@mqzJ!C?fD|0 z4--q+lYgSD_)B>%$U}?pm;9*S(CMyMm&7r#v2iNnvxE~hXYrIxeK|c6C^I;Hy;%RX z00Ia?o^hIcIRpP<(}-le;groqfsX^>Z&tudYGeK-RWK065hTS3^0>B93v=q2z%^T# z(p7Yxa7~WM^dS5}LRJAO9Ky`6C8@M9^8iNZ1ec`d_uRPrLF6IWv9&I>?3r<-AwAqT z#B=d)$lBL%+mmZ^SXfCS(U|$u@bMddJ)AvV$CtO} z!-F0z^0M?UHrhXz3y~V+&uvMJgOg^J5S{l{%X+cn7u-Ods=-@-`mUK-Sc-w4n{2}L zEk>I92GG|5aGg*Y_Iq^&e{qX)@{I$Gp~Zk6!WHC93E`NhxCNHuC=CAyMV9KX+O_I} zDG;2Eid4QzUNNuh46CWr;I^RELb-TD1sMQ(X+CIea;;Z!9=t`nrZ$r7k{pYn0lf?O zb#>ip@u5duXP9?h&&gL4_?O&2t@j~5#Q01c$lq(f+3eeGXqxXksUyu5wqrs7PO4xn zNByv_S{Nd9tYN%=%tqDvMxhs*gp>?Ji~Ff68O-kAftDk##MhetQG}K`ZkPQc`%RYN zgZ-*B{_OnHPqs4^Q`6$ip?q{h?-0>Z~a_!||oa1pj_Ylrj?fdyv%lr6O zIa{pvt@TFdp@>_ps^{Ug#rk)rvBT3AzX}uWVW+-;^HwmRu9ga#OUPQdq`6>z{js$9 zO!l82C;~qR1LOrPP}_%d2TZR5+f{c;fMP9hJjW6rHiB0Vcc(h9RifcKEjX~P4BpfU z_xziN0&-G)W$!I1>yK3DD8_x~&qeIZSxG+1r%p9Y>k_0%H#4?ulKL*#&ve|3>3p?gX0Bl48ZV5Vt5yVuk z2TZ|~x{I>%j7G>B8SgNl=>8pqi%uRZwi-G-20A<>xh5Tmog(s-rO(L4HLMm*%;lBG zs6Y|NW8G`)39=&#e^ZHg74OIIg^6-bwevH})R9{IbK9pz_u@9%g`u@)K%M>lb*K0F zR+Dg3p8&7pr*HZ_ZiuK6l}xYqINZGov;E?Xy2kfeZm@^I^0J6yum`;g@*^>*LEhru zk^oGWI)C#I!yhySd+-cxB)t)2g+{4Ekv??WNbKQ4F=fS~igH7m{#dL$2w*^yxcl*) z&-Ps8Dk~bUlf_@rv0(FY0rjPPpwj_3PY#zq0r0T>iQ+Kp1-qZ)u4PIRk%@4J;T%@( zuM*YpM+uj1U7Xm_V$!J~aV=s#HTkJUZX4&FYOVU}M)v)I(z07M-xq3w{n2bDpi@td z7f)m@925IS9!G2pA=n$c%|ZT-4&j;bUYsyOqGhIzWD(Ee+tAuSHj&DntyJ~n zvxw^VaN-UatI$f)=Xl5=wC%PCyT6z)%O6O2WqsJG&gmiBYi?Y&EbIoT?C+g2i^CL-84 z3f4iP=V1qbh-ne{J6P%Y#3EI+t-9;WN0|c@gRr0%tpvDB`}F8gBCa@00Hha7Ea_9C z<$p*!;o4fF5#I+W5hziSob)J}y&YAZCXzPy1`NM}McsHOtjifG|C#Bj!bb>rfeK*% z1w;#)&kNco;Q=C`S2bOY6wTNP5vm*9Un6L^l3!=7u=<+}Y?PD;G~Be`lb0)$h>Hfc zlR8HQ*>1|8JXzK981)hgFa$m3w4~TuxLf`3z-Bd*^tHgQ^YrD*Yqcd|bRlM^vF$&g zpd?5eG2gPncNhE>-SLdOB^xF!k^6J;9-O|oQr&4wdsaSOCOitNABY%j0I51iyz6s- zv-sN)66c8~5cLCJk&5$mt9thxBPo-`GSu9M5h z;ALY2OMrtT9S7JN8Sfk$_uG{~6O;>#vazg4+OzD;HH$D#8N+&54{jJ`Hn~GaZyglQ z%NLd3TiJVcOA@VFBw$RcLhvHt7$4?HR)Wa(j8nTZF!}xyc`q52JKcTI`9mqN zAXj{5O`o9QA&WkOL`)EbgSON~ZEK&rd{z1VUm!0@O{mZB{U9~bSt7Heg^{1XPn7>H z20P&~fXw%&bMx0Zm`Oj)t~ce&-9XouGj-rY3`y>3Zm5@P(Wv~9DS74s#7%k5`;6Uq z;`So<7|6ZChyJ+qR3Kpnd>6>{{1YgV>DlBTxO4ibf{wa>b-YIq%LO1oi`d|*`gFhk ziE9=0`CG1OKFE&odmjtYOEkBu(&)tWvTe_xrLrxx{xw)dB!1*K{ zH>1$ur5&><(Kwcs-i_8ph_rlGSbqODtSZ`OQbu)=)HYsllA$v!_#MR91C>)bB8&k zoRo)Aq+odAKiwK`@UNAF_I=B!#w@5eIu5?xZtB$Ezk(xysW%ekP-feH1Vj_lBPvOL zC*d*jS>=%3c5NfU<-fF-8)jLEOPV$fYvXW(E)D#eKB-$c%9z1Qqs5i>OY(r;SvG`JTj=sTmiNNX2^Rax}nG3^}LNQ(AO^m z(PDS4Ou`an9{GiQz`$?F4{|kcS%?yw?mXnTvN*WdMHFMcZQP>j&MKcLgi{uxZ0QOo zpnT~r1=DyO8^kbevQ3@e&9C;5)MfFI^w~k)Xfl;{z3<;DMy$ruW4U9Ii)#6c9I~;X zclA8o#mAg#1FyBYQ(N3C&(l^=emL4ZOFX?;IEY=skK`2Y$>uEXsc9*Db$#gKHhjR= z(fdx*-B-Mxzr9?L&Tk;^5@cH6cMtF0?GKW6fG#)%Zd&~+%Umk^?Xxqb{j{`)@Io7S zWOMakrhu|B%A5*&EIr4dO}Nw1YRo;1=sDsv z0emLu9a1914YO9HRi52?eAd|Rzn5&O0k7vq2-~E;X)}ghuN%R)TH1g4zV2@c-GAQC zd_C4UM_~=ke7!#B-HfdGbU57bY9r_=iND@_4*j)TGLnYp>9l{HwzWOkvCDcTUWKTc z38|@t*H%AAFNA442UQa2f2`>h-nof!&yMxCBIdFma**4?#Ly;{i76L~q|t+8I@WWuqp|Qbe;RxkPkqvMIW^1_ z-PIh%;x~|MP5vcoS&YC>5q@s2$A}Hx^@Qx*hgx?`^4KkLq)yYHr^qnRuvyqO;2)Lp=wAZoTF3-Yr@B zrjl&6t1b9&tu|{kp=^q#F%O9f9Mev6_FkaJfo&ZIO$uzSNpPLpX4|?=s1?)+mgr#A zN!e76EX2^zODaTrs*N90+AVj_1LtOJ?d-Ph*9yX>>iN@cBJ3L=!5G`Do-Fp$Fm7~u z?(;D0^?a_f)G7nJl$~IzT8B3rk3iFPzIR)|-Egjjk3o}}^!y#8mnJlHkl7thNYsXdx6k#P>}Ig{kY92NDhea2%(5244G=QKE-Z9@#TJp z1BM6sXG)2^Mz*6Jz|_i*l+BxjF2F$z%m$`+JB-T#$TE1QEPhHh)V9g~v=2To-xikI zI7Hj=Vip6$S#km-%up!f8VR6`mSLA)Sw^Z{Pz1VJ!KCeh@Gm98aI^13n+Pk3n)*6e@ee3d%s!Y zdd{`lDpr;}IUtq7tvmPBapZ)8hHsjg_7_~&foW2 zZ?{;albM2jz<+MKc;n4Tn*D*~#q5-2|0@9;&TL>9v5%+1VfUc%XmUpsR1cOT z*Bcr+4(_k3uzc_fTK-|$pucemt70;1>jdGJhnQOSn)hezzLP!#WY#Csmdx+G($z6g zVT`|9`0vjPWBzMdJ~;m8UIBL5-ER^qFDkE#OpryTf9WsRgR)3TPsk7f6t-E3qMCa z7Ao`+khXn?LkjtR`4+61{}~z2GA+Qw^0MLRF`Kf$^^aHWY@@Nrt;X0c^(t?g$I*m1 z@I!Azz8bA~owYx;$Uw+$4J&hOJmwz{61OzYAcr}wo*iaL#~T~5GJbT~xgW^3<8pHz zDg5H^It#1lejE7PgR@e-u|NR-ShSK25fpOM^5b|Dl_&pmx!aR|tvTm>OYUCVSv#A! zbE4Pu*qEG&-hx~B9@?^ELI znVkIk52%)28ug-<9b)!685P-MnjX!iduQcu-D?#Mx7av}&Z>dlDKm%o9)KBo!eDqU z=HXV3Ir|_9w9(@V+@-+NFcz7qGy-G^SuGpz+(?f0u-bZGcaaEkNqr(mO8o_F`>k8d zAMgtGbnYqUoyO+4pGQkA9QhT@j<=!Ql3P*=XxbhA$Hen`V@gdYUdxUU!nW$u5;m=~ zigfliIfHQh!P#(Frq5CLdR)0Ij@@DF0yo!t{au-;+FNHefB}OS?Y3Q}`GjP$1goTU z@W-A7v1N>mh>~rfsG{&Hih{*EX&>k6D(>=w;Y6iYWxP+Wga~rtI~*CGX3Xs_7G#|{ z!M8X6%KMJk?~+*b(~0d^AVI~{^}Jl9;B>@dc3bcAbFt1)s;Sy1&uJ{()<3HLtUhp@hr6Ex zC*;~t?xgAcJ2hBO+pQj`6WOJWGYJH8BT#PKgEVJ3Kc2>E0I3`QJ z>CBv>C^d;Rjbo;mWXE?(bGUpQNIVsZdi-u6;y*B)$1MHMbQ5lx`JUwLD&?!q>+qR6K9iu z3=!hhUPj{nlcI}A^a0)RjJRC82+IIjIIUkQ6c_NJ9v zK?#jZ?b}Ds@|74|vEpkhvgrh&FamS_=Nx|pu)2i+ z$CJ|No=9>l#~Aam#i+XRg7Qh^j|d9k<*%g-7u;`w`b+0q-$AKn>?oy7u}{;qBFgd0 z5Y1W8pWnFmvA#(pxra)X;vdZpyPh>S{%!VECgZYS;OP~5Tn$R?CwK99F z7vZe4$yU2mU3lVIVWvbroToUJW7yf*T~_1{EY5pz`-O?dKh%WvPpCf$LrbJ8?@|Ga z#+__&scA5|5_Y%~R@4s*qxLqq&L^=sp!RM&`T-B2DJbhO8c?mur#W!jtHM&^8 z^iB6U_-?j#MO|bZp-LwD4X1Y}{M+>KfI|KnK#KIg6M`#Xcha;OKiwA`c273Am2upwKBbI}$>O?KL8&r|l z%|0AXRlD6OQH(@7brTbNCvDozY1)0x<}s}uH>&VqV()cRy0lk4ei}^gCT=uv{O6Z> zvJhO3(g(es>8`a_&Ifn8_Fe-^jGAa2;VRXrHMjbel-NH;2K(#k_MdNd>JD4(mAYAM54RHze2hk1qRh#0)HKPk!8uV7QG|I>eTwN1!6t?rc55_`U7jcxJ z=?(%%%k%dGwu3ww?`k6MEQ!Bt{f#k4iJi-;C;fd)!tQgvmc0(H zF2N?*060b%4j#$V@&4#AA;mHS)J9Q#X>Y}@!mUaItT$RLPo+HG{fsXVk28m7@FR!V zG~*A<8PO@-=x)|ia@OXut+m(0Sl|yKBU%Dm0=GBM9$y>uSO&WczX*?sgh5Mz$#=z` zDZxVf*pny9t#yZon|N@g49-^M@^}D$c$@p;4rL6*Yul%G#0)_Df&M0suZ=jD!JK|x zq|)!g9N81*LYJR%qv8*wlR9I$F2UU68(Xo}ishX5hX&Crdy-%;iSW5PzS=s+n7E4+ zWwlG-xEkMVeO=gJBb?Dv_}^<|i5uH1uS`j6lw6Y3>#T0JyA^ON)vk_fB;$=+wP+<* zs@j03+1}_^YOv|QenM;K9@eqh`g(X9NlK4Ov^>(^Y`(8eHP-h10cz8YWk9gIjI7dT z_7*?GJNHKl={40PW?!{H)-{^EiGEeZ2}i@(04oc1U-m#{!+o8L)eO6%snK@1Iw!*$ z$c$N^EG$EWbTjT%mL?jh=Li9X)w})99qPEb!r~E$H5pDU60ZUgJ;sv-%UJ{R94SV2v5gOv;_u$DA20f57b#+~5;u z665t*D|+AqPotCk?!VXfrhX@n8RL~?!of=qGgKDMS}1!IdabzyZ}Z!0=Yh1v`$Gyj zqQ1%%uxaYSHe<@gOg%SaXYInvq5N^Zc{^@c=*Yt_2OEzNZ?E-XwzF-TZE$>Ei#IvS zTsmz!TB)G?6dY~7S|X(gk3_613sZtwyq%weBv%spJBJ65gNVl0HaYNZ2!ew#jPxtz z;YRnv4A^&|d0ZV6=9HW3C==v8&Fd8#_2C?HZHO8CQB}$pfsuqaonV(_+)NZ(u90$4 z=~9&?zp1~r^ksbgz}Pw5qFEb9Dwyyxn5NL3rS_+M122 zP&x`Msz*2b5u$sVRNIHBDACyJy|xqghY&GQhj?M7zGdl3lD=A(BZW;fXK7JUIHZ{? zgYcZDSTI>H%;=7!qq3eNZOE_OLdm}d?_^U`p-@w!HZ8O{MRS%xGl4}DiU>1JiNsY3 zW|opxpp3;eYaYY}+5|z$EX`>xBb#X{$lxD6WmQRB1_T;EQ&B|TX4i+l>QXX$3Vh1m z=vdIEd64lx49H&v2t|>ZoGicQ1`+0NB@>DdsG)}HLz0-&`hI5+FM#9;T%9_qql?0?Xz&YzW=AdP0|pUy4DYWCm3bU z#LKa_UA91!xg&~@J8Z!RqSB{i6_&TOU@O~FlJ(l0kW@ZW3D71f75Ifgi4|Uc<@RTd zg?};2wA>SEZzAa~+ZE+(!c+=b0);FjrN8rdCDk`&A2()|w;{hPf+&yp9=$S$sHak` z$j4zT9rG0n64{q_o?tbYdOM7IYE~_os$lUZa4jaG$Wph$Ylu^v#W`9rx9q((_#|lt z6tm_1=?;~L3ZQuNH{?icYUd^aXYlM!J^Bzj?3=dsxY^#+%lukA!Cf{xk`N4vTENmvb{AY#42Pizq!TY4-bC#~4nq_dpnd57hD>4m?; zMN-~HPnTTB)puB6q*_E6>p$!ce4)i^ps!d3*cv!uMpT`PHP^Q8{EeOLZYS%0$DZO- zY%}WuhTgRHZqEqzfQ)o4HP=EL4Fe&KGKc~8qx`+dv97AHnL(zco(TF)@TxL*9 zE%Nw$JHpdwrLIalk?NhaRd^1E1W{}Ms?RTXS?9h-;)yd?^oM8#%w$D_4pCVN`?uaI z-(N1cN2zwS-8UaSH`QwN=gZ4UG|e>aomy6sX(q;4G;70b9Bx?Bs}Mn7Np!H4KORJanWf_>uBj^4WT3I@Vi+CXx zB28S^UySqFRVAGrh-FS|g)lD0u|cwCC>Yr|*9UwJ^=EtXX+nxZoV?As9qj4Q#IPS9 zXt3;C5R60_OU2j3xG_l5V?2(UtcY25?m||fkdD141O^aVDhnBc3>ce|frY(QbC7+J8WQJ``NhBa-XHFj1aQ@dGwe)1&qqULNKjCsvz|^A3fNlfjfhy1!FY~$;I|GJ4YGMJwA;J^tsX*~4fHX=lqj&QV8-T>&OtBTL zH!Z6o_MB;GsjAj+O|YRE=iHc@hh!JDrXbBMN5p2c>H`HskM^oUQ5P~|%n=>78b9Jt z&oF9}V?4(|kz$Yy;RMT?{f1VrAAR~mlI?A1C`fkDZjiWfUe9kfF5Y~fDn8swPz#=$ z9{I}u$MOUN1+0fsO2S?4u9DB3z{g=`tlOX)!`vK_yyY)!&>*oXrpJGpZ{n|`*zWsMQ7)&$XVj(aTD1ezQbw!H*sm3hYsw%v~8 zF|+=z2Il9qXq+x*7tFBuGIkANwL?{tU3F+Q%i8%;>D%~(z>g&xmjrDq!`Q#xwfx3J zppy9nsUT6Fg2N{e1p(G>s+Uf(ukp>w+=ZYDbgR*(zcMpoC0F}ar^n(@6x*Ks+0Rwq z@c}38XPbhRaiHPq>C82L0^GsQ-mB}TE4`sT`9Em{_COC;YuGmnl~DT1Sw??!Id)2! z#(VoZX3x7|(W&q;T3N@psWSZv)i87s<;{MlXrG{bgOrCAi}2)8EK@p*`EEaOdOS3j z4^=8*OdREH6z5Jfk=CW}1XFur&wr!CEV-aX~nEN_i*rcRBPpeqUf zO%zRv>rO>ej7BybNxCFOikh9%_*(WWqNJwM?9A)DP?tHf<@oj9I0$}Ah9}O|B0FCg zZN5nsWR382lL<20U*dJ)uI> z>k0XGY3g^J#)QoEp#}>G^JqOo7zzaEK%t_?MHYr;)Uf97N}(gz8ytU|YG?TC-wmWB z_{}M$q)e$YXEN{ImbKpp7JI+9cN|^Vg5{L{z(E9$*(Ok{9=kM4A?PH_(eaa=9+C{c z)X8o8zVx5C2Yutg66xWIb!Ca!-)CYOsO%<&?uG7s)(=3kW8i=BJTSO-bvYjsy35e> z4qsMIEe#`8&%DT)X0(WPk*o^+9{@o>zQ0gVfpwQe&lI@V( z_QJquu7shTZOxI5U^YQlTQgL;4x5ZEORPVNDz8=95450qj`oNX^HD1|IuReS>VYWO z61*tTawH0Rd(h=g`}EhK-NFR9S|Wbfn#=Fk7*SC4COrs>OfEx`(nW8+W>x2XE$N%c zM?TEsqMRKa%?>jEll&vGg|JdFLPkW8x0OAZm0zIPbH*(C+7iA%&6GUOg}E)g+};Ya zgkUgLRkQKM3rarQ(nTfR?ZCZ&+8b6q*xl|AULxZpuc zm*CU)|EWbjL)kKMa_z3P;5~bg4S1Y*ov$>xk7A#DWarNQg9G40GpUp$nE^_Os zyvaRZC2R_h!W?on!~xIdNE|d-UL3C4M_y$Cc)z?WZqw7EUrug;6dMvnt4gOsqIg)N zZk=NLNUIhrYylFa)&6-)N#!Ms{u;6wn~D9{X88T#vI^#y&CW1PE0$s*J6<+(LzOVU zpy6bsqGMP0pp$jq_mXmJ4pAMdCK$}3{zj~WuwU;7xEi(_Bs$Iwf>DS)@O z|AKV$b{-q3q@112W&M6NrrUG7ve|({cwOT5ojD++w_F;y6%q2L%1-76u2#;42e>lR zU2CFfL;31t+$2N`RSgB>#Lhz5SSJHnGm51h) z$NDjq2Qe(s6x2HZ6SbqoA|k(1@jJ;kagO0J><^d5U>QQQFB~R1_wCb^=L!T^TAM*L z2_BDi=R}DqFnxWtH0P;|5gN|M$Z*0i&%47zL;P%s_;?Z6Xc9MIp5BQEaIy6fJZX-F zF>D%+#iKX`2J*wCR#rE*U`=z6K*id$hqNyA z75_BRk&1tkVVNUGI&R{&RwfyS>nY#k*2TFFCRnr79)RdYE*7=r8zJftzjD-66|i>c zC?br!^(Kymv3t-&hez*-b1Xl;`~e)<$m^AF`9{bp?rM}=V}#m@$JfSs*{_ubKVnvS zZ^?H#pB8d;@lhXA$`z?S@?@j}NxZNY=!iVocVs%KU5J0bQoP$3N$*0h-C9U2>)~4JNeU2{3<&e)d;4JKS zOIq|xx*&JE<%P5aGPk8pNZroCCFTMKblO~7w4_F_QGHHM_m2HkGy9g+x~rG|%>dID z*!X(y*bT1-ri87{Lp((AYkV3qRk#ExTRW0MfQB)m4-J=6=zmK5fn6^=u4e3~tj21c zeT#*`2k76hFnsUE*V*2&zzwgnfhln#^blX@YIv!hltcm|dfc(N3`Jr#yMV_f25LP} zv(nuoR<79WC_*DUWA)-!fL(~i<2qV+M?YlN-xc=c=RY&qv&U_+4|l&kvN)6JJoxpc zLr>n=ZU}Y+I1HIM6_M7}Y%m)j7LzKdqPA06wBi`H~t}8+E@f7{{#0KQ~Jb<(BdEaKRCWKB$ zl%YyNoA44dz195SW}hTH4E=S}V<^_8p9|L*cxuj&nHL2rmRw^)s&;Rl9akN$3+qGgtI%Th`_}Y4r9`>tj$DY}4ivrd%V4=7A ziP6&Tje+D?r4koQNRpLJm86&)f+4t$m5xvX4i&&wSCEAL_cxQ zGdCW2;hu^y+Mhh6`*7!)&Lh5 zN*bC_#|0E}G~e2NJis%Cdd4WvxY$Gue^c?;&b~IB-Z`Hhisaxy6K8YSZNxGEzA!O zBK>~?QN2oRC3f>t`aCg4EuPt&*l_{9T<04^bi&pEC#TfN8tfVLg-5G9XMt+lCo

        4. M7Z(>I zgXjG4}mUX>>bD~{iudb?$@n;9|5%)#iY=>IX6K8gRVn~Cj>e(|tQY*{|%!Jm|$ zd?zjdyWXU7cnR&V9yLUjevE^N09YoJGm56VN-+~G!jD*4NQu^PJjNLWUkisB2)+4! z?3gNZ28y;NBMPu;tCT-bb8)GSJ0B#qO&yGawEFk0;_B)HAhT%qggT~v8>fjX*TR7> zGH|{#)!q3B@NVY*sTw=)N?NA}W<5zO%gbQ&NSsv;h7O_5P&DAVfKS9jhnwIUuHE3q zcjL1G+l1nOu&Bm+FzQIPP1{5;w4PR_qN$k`Fymk3$g`9y5zPZ79{D>;nM~YsCDUN~ z|J!r(LTYWJ8^`6KZM?%rZ3ZVD_1?8kKqz+Ue#-M`tBlYH-1raz2og)GTogU|%M6;* zCc-JOWyK?BGrV$+Vp4P02y)kEwrgr?*e3ZguhL=(HRQ2Za)4)enPEk8nO>DO`QO9U zsT-Ysx5gX69fq>(mF4< z>E8tK?MKmv()9bL_Q(@c{m8=A7v5G_?qnyKeBhX+zWp@4VYW*HwGe!?5W4jKn!(VT z{38R2u6d|Jk}^|MA4vYXw!RHikHgg+=5i{Cl*JQ3JP#;EIc#!`rIGjF!ASc9Wuz(E zRaQi5dbMoNiK@u+cQCF5Q9zJUvX{caofjY-*#BpI&Sr}$9b;Mk?>AF?+yXTMuzRya zmnhGvuNUIv1h##8-s=sh1~Bj_;}Q~nPfS>InjxtBr4Nr9cRQIV@Tq+J7vao3AF->4#)z$W9>?*9ey} zgp#i?d|PPDWobs`J$QmR+s6T)q)!x4htK{Nf_q>z*`z8|BevbO+|Ly;7LYm%e0S_3 zv1HFnsZ3mcRlykAa8vf5j&wuhoswIr0Xg4uMXC?8 z@LhcXMmTZN*mvM$ zYJ!E^hW}b>@|(tbFW|N`CLBXSK#SB%wLm)fy(Hreur9A$IVy!<=A^dB2HVv`(KxE| z7;IG!{owsssF{W>OkVjsdYm_nl2Nq7-D+%+C%$8H{Em4BkRL$10QsTH_`Pi)is1LL zJalAyc_Y(%C{bvA=V|#_BEd9bb}G!}8_UR+!RWY0DD4SaBX}fTUHSb$BAP70)sMQVKH)ocS<1+?32c4+b6j{$ zP0=VlGgI<}3opRVg1Dt?YkeIMd#3s`u&(81+7Z&%*YBZvbG(_FvvB*(KWoLG+jtH) zg$s8=+r&?$2X&FYvV4ax!6~HF;Q?}RXFyrRj(z3zZ;WdP7+{FV@mMMYOG`k8n`7x2 zqPlDA=TO&+}C=x>!O#tgkScx4S z?9T7K>uG^M|Cj>HGXL;C``ghQ0%5iJT7{iGJ=up)1ohl4s4S}J87sUkpUBdhg63nD z8B)-aQOytFEs6@}bMUPz1IOYp5#(6b`nA+;crLN8XMhU?VT|_UY(;{ z1_kQwQ0`*i{?}^tGd{b5T1k%p+O)POiH32#PZ6DqdMICuo@sVWT)>+2EMaslL~^SxRym3UKaN5KhmP3O2$lT+G1dm(#aZrJ>dar<}!Ul*w-Z zJy{oAb$4BoFmJ%Memg-38Hjds<<;1F#4D6AU!!r|$JFSM5ow zOm+KOByx)4^}u>Te{qq9L-=3H#D04JSXNC9hrv|q?*J(w-yHWz|M#aky0ZcXQmJES zZvgm;!2wD>;J?5lsQy?K3;cpvz!0x?Cf683TXMs~KYnZ>Y*F0?i6d_V@5;5J=OC^< zN%rLTC_?)z@k+?eAGPhd9i|h`quuT)y19L&KZYiiH{oLcDdHM(MYy{=xoBxJyU8@n zT6egnFJ|l5-6>1Ehvmo9-;RtIp~fnI;L7$JNP)}6(l}E5s~-~qlJTDShtZFy^?~vj zZ$w*v}gh^B92iBkGIJxrlKDLHIH_OROnS!_pe`O-mJ1z>9H?_>T#OaQak&(O!*58sL$|oPOO3A^&VN9fVFt%(o{}Z-W zcKZjQE&8H0xJ>)zg9sc=wv3)14h{|FB|aQmuXR7?zvMINBynz#oGhrgZUpj(Zwu>2 z%$c|l%*9+Rt{=->P2l%o&>N@~RSaP}^yj8Tua7B-Ru$)-(fG%rx+%Pfdi+dQ2#KW4 zE^uw`dVNFaaa+?rpWuy%`Xarjf&op;$htx1=(M7bt%78^H!{5ay?ix}^;=X-RCLYZ zvuTM?aCWY85<}Hi^{2c|c)PeMs`+3@?)IRsMb+E%+gIz>gCmmkGht92u3R;55C2J` z_hs9Nv_zQr1J&A-a0lu6D}>9PQ?1SGD{7GV_0SaGDXxFG<-WjqkHlkkkbTV9 zJ2MUUqwI+L>)Y3e!i*Tym$L<+P!t8>QbrrEH^)E@_J3DT4aS}ei!D;S zz6sBT{okK!1?~^PuyORe-(N*TX$2wzv2`+-;A9oN0LH?$-A(hlPYKNA#Ke#V(ECZo zT}6^_gfDCZ%=_6yzWxOKU4{lEBoUS|G4SoE;Lbjm^2Oo^9(pvma7t7OH9-h|Hy9Y_ z;rSuMyzA6{jLkUG{ax*iK1|cuV22|!`Ah5GLsMlbsaCM@ON&_qd3(o1WFZ|&2xAMk z{OZ$!6b-=-xy4q{XIc75h)14Oz&2nvs@ zflOV9m9-cSWB++BXVk_6(KodcB>$MW!^F{Nd;4oNSJ*KtNho}Rf`W$bN`qzld}VL_ zn-?#=_~StX1fjiC4exZXtsE>aE$RN%Xc8VA-+QkH9LaA|V9!Xr-l?TlTVguW{Tqo9 z5JmhO4JtwV-|3gp)Bb}B{rg$|r~KQuqM{;6;B`?=%@K5S?ldDXUN%4ftnDjm@?#(e zAUz0BNcy5kK%XnTzH0}Zt>_#|juD*;TAzauPupG4J*&m5No3Ps0!w^j!1?rhtsf>6 z++~v{lG4%`P9-P8&;cY;ek)1IG>uM7`~t$oqobn{{kI#FucwhEhTp&w>wq1EQooM5 zxVhse$3X`A@EQshFPnY0DwctVmS$znE)HJJfFc1keh9*t2az{8+|Ob1WzaI0R9zSQ zkS7CUMVT3#h3pAoD^>YHEruov3~s{&k5!J(~1V%M``jJ@wK>PzZ- zBNo(#^6em(Wi*DL*Hp0#(g!(Tfs->TH?gr&iSx{EBLT{HP-L0=qvqb!)zko8u-U5h zL_%9+;JQK=Ca$MPc|b}g2fVCA-^D?(2f2RMy+sIItxtF^E`IGMe;rDvO=19XKhsA* z4W!2z|Mk5X7UfOdFXS(dC$TOKqC)seOi~T1~3o@<1D<}S0V!U8OT&91HpvyY0(=~?TGoMBd|oKq&}Yq z$BcqkF97+OnB@CwoO%PDqkzrh===SLzhQoX?t^^D0OaB{v&ktb;mJVM1(}~4E%3enVK1af^whcvpy67Mod&=ELkkf*^PkOra;ar>izlndHMbrA>@C7R2*+9T@i z1a(W+I?7JvZsX_Afn5}J{dWZ+dW?ld$>!_ssmR3+zD)ngP&7ms;O(gMhm9%>#{M`b zI}k#R?nT~SmA8CvHBuCP1QH|a}FNU z+gLU(uGc7!E*Hz8snne{&{bfu5wGp!gK^c`h|5Y=?A%j0^CEB6^$+o; zGX=oku@VKmiM*B88f=G_2+bW1(A`noueKiJ_(%KXwD|aa^7hfrix~XK*=}ZP z8puw=4uGnLs;Zb~&?$j*F-TUKj{AWmekP?BEAG?f3FFB)O9P&%VC5osOBm@`!3%QVy7@m6@jQ9rx4hyS+jRZ9V^)xzJfeS#%iaPw zq)uo`#OBx)Las`9dPT7wFd~e3yG;?|)(<3ZN7zla?+1 z0E%jb)QQMui+1dlKUZ>&K>c0A6mH-6W+$BNwzUiUU4Oq?HBjcdD$a%QAt>0_^ z@*S09I{3NOkl5Z*TrU|zDl^*fPQY*3i7up(S;V5H0D>aB{eqt>(dEknGZZmpX})O) zoq%4Jw#H3nY1tEP>j6C5v-H0mv9dyWv;7kj{3cjPtgk&Q@oo-2;{Z>FV+s^@1piCc$ z?mq_!UHo|lOd^FwL48Zr8?7qyikoYs7bJJCVA|AX*_?G9+2}sWZ1eul2+${O+B*r# zq{+mpBNbn;mgQ%h#1ZtgwC&V4f3~FGMS{klhn+Ft;*n+v2+9ZitK83BFY&P`Q3EW- zQx{q+%$K&aviM55&k$Zwm4O5%mkr~^^;ruTx6KeVBEsqohkR5TQe!35)Sa-9ayf7O8x!oQc7leq&B&Q>`tynu=4>mW8_6iPwxM#_=u!ti?w`5;cR3DNu?Oi(fUW%>(0cv3~z6A z)7pn3T5hThJ5=U5(KUfOH766plZCxgBs&4aPi#1dhJ}DBd0l z47`bYf|9D(_MW95SqXU{${Lr3GkqY#<1xk+Qn6U9-e^LpVlG%1h(iv`yJWk7#OVgf z5T>Sy?jNi?emJo@bPNpT+IL!h$_Trk5))$fMzj0?DD>UttN76`uZty1dZY3039{X3 zrLA3EH-TFL#L_H`j98m-R0PzEosh}al zfb!`VAi*0*Hm1g}@inS(`la_pm%UQ*Sd5+RVCIOrh9r0T(3n<>HD+X;#`MH`l)&(% z=^q3T-#&lWMwC+|W7-e*dor#yo(E9cqa#<0lKP|dO=RYQrRQtOE;0t*=+xGLIVb<3u$lv`(kIT9PbdNr5h zg`8*NXMF_h{OV5hP!N_-eW*>V#fdNGay)L2O-d-{8jPOfY0Pzb;ck@G&irX&?Ez8%H>OVZ6rFF zR};n}k{qhBD5b4QIdiqz`#335nULPrll}MY#k{c%cE4;eZC8}tWfl+^|CX~%TChPk z_PO95Zo#xc$IXv8kJc_*8JgFe=*|u$v7f&*XOTEWoeSnHs0z!iBkw%gHRTw+(oPv? zy%?wWRal#zfja2|CK$ua5G;3^f73?F4bz<3X16n=@$Jp@6jwZe)V!F#%fEi2Q=w+^ z0po$o>_h=VneXjAb^`FDww7;9MqNFM-W{rySPrDq>Z0eL;M?q8x^oKrql^0wPg%GD zs>T>g$+|BO>5)f~?g&J$#aLmw>59|Gxe;R5*bM@s?+PGcNL6Aj`;-$f2% zhO&l2cwf78rx%7M#932!PhcAe(d)7zMQ6OclpiwyOZV!wSdw9oAKkxx_!Uj974@3C z$oRN8*-JZ^yfh_@VL^6kLruz*8R*tu z#Cd?8kj75yjYcAoWfvh>;s_M-{~{rP#I7kcN~Sq@-I@Yq8E=ffLTy$PN5F7M(e0RJ z9+jC%t3M=t_Y}s_T3#tb$ctlCG06&RHH1F(OqR(`mpCY22KQ%ld)~85bD&a>ue>~*k%y!qlp<%qklkJN zff;IA3u1<%;^l3^{Sno$|7=GLF~0~2nMj8&x5srykd>R zQt02>qIEDW*XDZtih9#2lS1Xy3oUfmVN=P=@?IZ(WWjxj@I1uw)k!_N~DDiD)LTol0v`3on{wysl_#9b?hPSuf zKPMk(2D+@4D{ucmH!Y265oMw5MI+8*Q;~tf7lq?Su}` z?gQ}n_Wo%g_an(&6^|MJbf)CI3)Q?J6fsIOAyV=NJSPXaX|>UiYlUk0Iy>hQ(Xc!ZQlLhvdwQGr{#$59$BdrU- zuAF{-61wFkI9^}9R5dXrd|xEozGrD-Bk9+Yo4(m`Qh&eJDUp9ZXx8hpSJ&2P0>=)v zfyPPJc75-qWYL3Sk=Hpmt*TK3@;$W@y)lsNImT+bmdf`8=f!a$Kr3eXf=R@G>b6mB z|K++8BOCZ~DdQ`WeH1R?DtEQ|yq{8OyIN}x#geDPK}c@14RdR!(YfWk_lbIke_wj4^jgz;a?v4kZ-y{!Q0Y;0_lJ_Op+&SKX}5j>8t zK(YZ)ivnZ>*n3E+Vfm6c6M~@;4s3IgUvg^gIPGO*eHlB=x zq+P2T+%>T7T08y!2d%so zRiHF*sU&-+YH#98N=7#2IG~6n1H#p;o#1DZzX=$5z|o+o7MqN@W--BP;@0{=&M&~x zbeI0nZ~}!A>puuP8$c%C$HD-*Gt!(-Rh@O43&H;&3eWq?RoSd$;I#LpIVubGub7nY zRFeXcZ&g`5R5y<;ji9D#48B8!O40qa`HBksMmCP^f{mXB%)WfS61Kv;lI-(N@G+Zl zJHfH;h2n{7bj4EqSqMLEz}x=6G57c2JUQ&95PV}h%9`SsL!J}4h#@x(NZg)Al>7OK zoB>ziNWhfGU17Ip&K{e(dLHKok!c(|xJ48J9fwXlP-8z^gxB`5b_DtQlUbd$VKVNo zg z`bhTL@AnJx7E=P3i{M9qGOMws0}nL1?T06*QE6lplY@6fN7>{bNbK2&0X-WcCN@?2; z+n>)YVRc1cR1HRNUPaGrwa+?DeA^=diGga^)ejJz$vu+?zd+}2Ku?XR8~0sOpL8C# zu|Qf#6m@?D*Q{0kXb+(2=+rX>ssYMEvi8T9MneApn?Itkb>rrVLso&zCpyKD>~`3E zfZ6La$af9+8sM#z>a9#Sg0NL`+%0WfPQt-k1w?o%DyWNOd?ONGr-ltOtt?gqMn5F> z=vV-u7(hW^A&u+cC{<9{`=SSgny~l@N*_Z$A2gaQj$OQjCA+9qGq9encG)xibUTg- z_3@r6{&JC%BPL>VD*BqBsQd(RV!@Vn(@alJE?|R8s8&r!)kZK&KWR5Wc>W%0W9Cr| z`w0T&E8!rs05)gJS-5iVF6oF1zh^Lb!A-#J*Xi}#Y`QEZk?DJ#nP+Xk(q!k4^_9nf zW;7W!0~=^vm&hbFllHkpk9;&H-NwA=qvoG@ci1Z(@9Vsb+tP@2!%<#=nL&=LgL0P# zu>tMT$u<&1AzW3%7@ciO=M7ivO|q>gYWfB`Q~_G!M`}eW*(qC5cod;V+j**zvFTAn zOFT>d7tKbzIsf)(T&0`g!i7o^n(NcF%O4kgVT022QR+^ZLVG;$`)ZKzoyfT|pkfAW zemIbOZ?>bH$c%SSE21;srGXWUE;b;yx;aM?S$l?+d$srZp65E(^T+d?^E=mR zU;9eKUfX@&pZoK9zhCdy;E!SZ=oIcH))j{!D^fd$w8kC8NVK-6uhkT;vXk7`b{`ud3DUY@cY`(*i*)3*-1S5Xv0fiWcb!coxNN7K+wM9`yL*g$T~gpuhFwI4dhJcj&oG<&r74!99?HOCs$5pcR* z5S_tM?ty%EfHZvFHktrzvx zzM@N0+Z#auzXzrmFgtGrgno5(b$HOGp)oHDmr+}5R%c^omS)>a+%fh0kHrOA?25A8 zX;fswgMu;1?h4ItW>nC+A;zTmUNGMSg2u2|nu#y$gfmh~u%*m0vu=zVV1$H)%l-4@ zLvF+(%5HgJu&I4eTb#jnqG3qX^GEi{G9YpJa#uQ=*o0fqmc(eC^G%x9TF`|`Mr5;t zGb=qxEy7qqA*3HL8fIZ$R0|GTYvlXCf{|!|i;B9`({9|)UZm13e zhz@a~IcZ><=g#Ut@UY* znjcx9SFx`tU;Ke$eoak3%+HIo(MO@OU#?_U%2G^e)OdHY-&a|O*%r_u$C}28uasg@ zpw?mV3IxEX@}Ut;Nb12Ld+!U&x{#67Y-fc&uI0y`gx9>1R=em-J{?^*eEWseY_-EJa%Z4|wggK^9K??=>JT9Xvg_R?v%JMjT zM?H*O8sj=2f{MGy-8nst30LYo<7>NHPUfC1$1(;Pe?*!X+l?F$577@#T}Det6Pbg3 zC*%e4%Jx{P!l~d^NT0udnVxN2dRQloPaZaJ)8P$XrT!OjX(j^nSDLgOVYwLTvbjqm zr7p9!y*wk?#$x~3U4?sz>8c9s#5V8yOMnqcuvy!(t;aFR7n<0IxCH!Z<(F072&kg_ zGerKQ)FiL(8L#eTicDBD7Eq?9$+E3JL;+7=2wA-`;7G|9TCzmR5Pzxhq;)y2=N zW5J!JYf(*!a35&w=uCF3yqFUdkw#x?p}O+=R<@VHYH(a##G;6kcq&ylU4{erMyv{~ z2T(Ptm^Q0m zzFzO@Eb4Y{@anan)To~83E+rUkgr#;A1O7l=lPc7b4eaoy51s~pjA)NusNEK(fvqU zk>Pt;(!Kzz%6sTGe7(2S1ZIF8`!6B&b+*A^6(VAOerjq(%QR?*&6v`OIOfNt72T{V zcrnN$pqr!C&Q;A{gB9w^jJa7Fy!d-!RdL7Pt2Nr7%;tsgSSuP>Xgi}v$S8cwKEm_v zlfmAGH)ghLkuHNAZu}w$<$shDf3~QUlx)n;!hP;Q z!n}TWdamGRYSD?WXep<_s&skHEq7EvK#juNYbiW%H&&mgU6R-FQrI2$@nejQV=K9bLL)9RPk6noDmvbvw}v5*~}1-*&!Rq#zq@{7R@Pooj;Pll@|gIdBo>0(FBlROL; zm0Rl4th9>i4ysr*QERbIj5T#-yQ)K~WV^qMx{nI>2=COaJzcg}kh@78jWAB}>d00! znf$)q1Mk7MoS#z8lhNyTW0iwH_K2tLy-g&Bj@4vo;L4bE2x$YPPnF$D5??ni}v!zr7&2A;A^_iTtA ztzbDOe?lAc^|V(|LeTGvpy^3v_Ih)<2?bQvjG#d)$LB8;Ty%V#RAZNZFJRoO@$oYSTjQSxwBiqL^Kk}l z{ZeWvOkBKv594&-+`hX$f2p@6pAoO3NsQw&i!a)_@EAdmYs#ukt%&|O2(;UrO*bgE(knd_Zs@_JP?_+TTQe(q3$Ob1Yxi> zWqXzuu2`!tw8BskUk~=K_mhxNRNQ&O=5kE_QX#+eq-T8xvN ze0(u%SLEuqdgdjdO30RUn*_Bv*5K!l#sxzuFbqrAw!enKw#y6!XJp18#Fgoun?t~6 zTDx0YdwY4QCL6`7UuRyzs_6Q1J#xX(GOrxR2KvS>~%+RVhA{(d$#Os zccIhkJ=7=xW3ah1CE-bed6$jkpz>o`5rGoPrC7Ba7j-diRR6a&dPL1Ya1(YjL(xju z@RmH-6d@pT`%+y~4?_Z?39x1cT4^MhlMS7xX!i2&F89|K7eY#HsXT{66y4i`mU>nX z14vebPhLSrT*D^zbWanQ^b8G?+W1|$kTx$BX6AqvUtY2gjz2axZuWC+a9H5*Qm??9 zfA)e7zBmYWeJK~6{<{hv=7f*{*~DMYBKrv7fdA5nrf3b*hs!vz#QqOK;F13!ElosF zu$0Yd-S;6)9lJBjQiztGi5KXPdiCwT7z`YrjqATJv2^jlqB6cVnkLPP)${078)%aV zGDYx&G$gxuxfQ#iSRDGo9*Y>HKK!77pYAFbLUhlCd1NneU)qe1w&p8z^coUvdX~_z zaGM+|MBsUZTzO=ydY>8m?8;*g%sY8353@T@F+)!f`yTR8c|C811XVBLm56))YpZ&1 z|5*?!7mSLu&#~9S?pi8aKzRWiX`CXJCN%6foI`YuPPPF(ql(uAI2blTEFX*#5ZU&} zjm>pKuuDqvCx$zuph2rWCx*PTJrU=kvknJWA42%<+7AYW7WCOC8TgM`38kh97-(YC>}yp8s1({+3{ zY#hIA`WfXo>awO;k~t|=bL9IWwHo;Y@4NrpmAm@-Q?;eLm4{*nUc9nMjfWK*1VyJ9 zg%(})x~_dgYw?W}^(SKxY_Ip#xW7$5j{w@M_0;s$XefM+f!*hKMQg_6{;AN-4jhrT zpX7E!o!V40eFm3&$J|`>^yp&AvDwa+0})GsfMoZdKE-&KIv`c2vE8(`t%CCqkkpn( z5heouFQ6y+nkpwfR?4k#^;)ikty)ooh`63^9?3O5*qh(>Y$88TLB3^3=;P-we)vC zpkZx2nbLf#5V8&8MSB?Zq*=1a3^Pgy=wr{GujYNKytHz^3rsvaUnvLIr6K$d`8@Sh z#UykM_vYUPbW!lq$HJ|k%%GqRM<`SQD&S}2x}6HjsrxX7*7*enX!gMXP(Tu44mtiC z+Cntqd5aGw9`pF%*OfPot}W5$jGO@C@`~vM4A;ZuXT`Y`qH|F;cjv21JhP7m11H*g zxwL{Mcz`$8l`p4^A4o)_nVFc>Si7E3Q+%(T;n~RI*7S7AMwJ&{5E2@y@t1a1=9=Zz z{34{N7z6;wpM0~$sF1I5!!8fXSWNm@q5OFcBXRp1S=0l5Nk&GwP@Y!2d)JblB3lZ@ zy9=Qd1!cMVzL^x)VDvxawg>;Wf5vkChaUKU002IA$JDe29u#gt02(BOEwoVUn^tZ2?mRbR4CbK;EC0+H$fJCoW+aQCUxFpovb| z-UQgLoIwvP6$QgQ$%1~^zySmmbS1LvJVv=G0h>iS5WqE)bA^%0UU5`&iYR{DP3{6~ z?^NvbSeiFlflq0LZIm5XN@d=bmg*)a!@RNL9%p=SsqO=S@VM%HBd^%7#1y?@hPFhJ z4xwjcBuEY;DzfQ7AhQ8B$_C-N02PDZJ!&P4)OMEB%mX3)n&C7t-nnMl!C|C{*u4Scrc-|PCM?W!pRuQgWj3v) zpc@D=hHhH0$uzb)251H?@vu9OKwYpi2IJJ|TBZEG<7$Qv9;~Dv?oEfj1*e}>SVIT&bQ zohH$Tx47R|P+&(8)SbQ6N*5k_N3sYz#F=M?Jk#qM6G~yrDvUmOZ_6oh@6)5=0R68h z2)kAl4g#~W6M>QW*Uy~Y?S*MhFv<*cRY|+x&lZ$6TN>;uC7-Amu3^({SjzJOL^VJC z)h|So!lf!M3hUaZUbg6xBA(PGEY^x<#>Q+P-W0s40}f%Z=0146$9}ZuLt;#l+Rk`O zGZ66d>wRFpjcwqtuAT!7!4`4-{l{uE$Z(*qQNx=EELNQVeiT<~8pG@j>db+Ji>@Q` zL8tS|pmM51KWGPe_aaPM^ag{RtU&{Sgid^{;_%?S!dK{EvN;((EWiqJZOYPI;OKCR zTnAT6&pIMoKL6H(!y`|UFJG;kTV3_ zIX%4yF$rFs*jT{+$AMp#{ooWB?-iD3;oP7W(tl+_cnNKubX6~QHach@D#tnZ`_yIW4>4ODTUL`9Dj=WV|mSJ)hS%Lq;;+zI99$AH(`vw9wdLJioS zG_G*!vW>`E0=s`|4v88J+waMjnyGwo9{98up>$>&YBvZXUpb%dI_T`R_`Di_JCP z02-PiOyc$2RZ&1EkbMBgB=DMeM!lUfz}%EDx0?`Ue1#}P2SSM`FMJc4 z2X>3JOIA;`yxp^p$=_j4Kzw<@#(LP!ef}G|^ySb~5G$89J0nFdEdx?1RSB~1$G-s0 zR}lRGOtC=@uthq(l{1hY&r0<=zecaM?9b_;Sr`>n(Ch2#SNv?}ehDO>xhQj8-7)QS z7+z>smT51=9AQjF0Ix4ICDaSqf?jL^l025CWWCn0PekW5ft^2@C)dAc43?dTA2`(y zZt(ELEqz?=P+HBqw5h=`Yd-73J?5n5=~?b_5k`d`x$R5Mi^W9t$&Ptv$vlw7=YMI< z)}wahPy%i!)!wmZEbas%6k6#{^F(F$6FyeS6%mgzu4y_`F^4n;8=$DFcR>&edx)hD@02YMhI68`IHU#!dr6iKTrEaN)O!( zAi*O|ihY^ipomM}t3LM@2&IX~ssIgDHtatHrMQdt%n%eJ&X1SYVfMvS^C20grCQ2|EQ zwh3Nr2OE`jl9F_k8BJ0yLo)&ZfE3LNDUiplwxHSdUq559CA`kqR!(6`^t=Zp3R95b zY?VRh7tCmTHuNgILtqx17840=_payD7B)8G+~{d&0)iMj93&4$TtvK+AS8=CUafom z%h#B1Hx3c7W>JeG!=LtzlrUJ4(1nFPchq>y3&RaN0OoXddZGx zB9QyZap$%Ee1(zA4?~NPq)HzGR4Az_nm9KQr6=U9cSw%6qKOhgOE_0w_)G$$vc`Kv zENrsvcirKLOZ@T)T6N4<8+G^W#UGw@#5j@t-_Rg%n-PauMhh_PTI+n#f?iszJdip` zxM36mO~4DVJnBRKv=bJTMS>~KeDi%+Am`ms{%h+e93p@TBkE3y?sP#n?+ zJCv6P6N&x}W!&0FC8Snw4wXA5ioDB361|5Gfznx%n}y1x6*IY6 zh12cTzHw}quqX+Xv)`gD8!8iRQY^WdO$AvppG0t*oTmOk6Q%lvIP7pedAu1#cBNDbuaDuB8R`UU=|s&+xIPi@0e_0Z|S_;)cKJS25< zqY;DjY~McVr!TO2gb_z^egyD-SC`GM^0Bb6m=7|*K7*}kPGe0`w0Vd5VD&jY6bRY7 zw1jIj>i6eAdj1|67B)0DcYUkd{w3njwA7p;U7YCn+UZCUYkqkdz+-12ZRK_!K48nIPbfGJrd>%k}=n z9cS)VBxT`rtAeU@J-Rn%)MoHxXQW4b-UjKfMYgbH@&x+~1s(3gOcvZBwYS?d%KIm6 zb5PR=PtE(`<6OuJ9$9SS9qUcm=8qrchk3baA3>N^eKSW?tr~?PvF@$n*zfBi^mtp4 zeb^3wgMx*5675{Y{yo7ogaaR6*v_7JWoIYp^)<{w@z@>gSAG0O%M;SbmM2TmS*H!9 z!rf7E?$pmc+C85Ea&)p0X7x`4A5@?62j;g{t%*RI&lpvzWe7Q-{DycF0#I8J#O?o& zxkA&)ilPUzZ!u&IR)W9oNHqa7*pI_6Qxj}yg~ME*==0lOHzM)J3<2SgED{zy_-mU~ z@@*O%!IjoTmlvrDx#A`hP_*+o6lP?H0K&s;eUu_TLE(0|A0}X_MDLuROBagnjr!yr zH8|}?Ugyj6l&LfRy7Hj2g0uQ;yZfdVMnf8@5nd=1N;B$QWN2hGCptw-{+kp-N${^aT z<4ghq1d3;S$F_BP-=cZHp}h)JiafEZ8@x68hUSETf(-TjEL%PID45`^gA1yAdNzlb zHI?&kp!69{Do8&_`DEe?COW2qU|`amG0g=$HSVBX$(Kh5UajA)Z`moY%@-6EtyG9{ zVg~6&l}0-IX{$;Xb^bQ-_9{ws*I_{+A#8ttxg&C3`$JayC77ja#+UB5bhNnC5a*H2 zwYn^T2fMQ(hP*{H^&$xaXQ*Vel5<^V$ar>$m16 zI;sP+f zf<;rF-3r3q-`1*X$30wO@xrW6@vKP7Dz3B@C#jp`@0P9Lec7*=-2d3i;VS@5rUWV) zoWzNxz$W5l6{%0-|CmUx<1aoIo9 zKnd9|;|N&miYR>7gwu`H%zwz(s1HJ~c{Mr?zkZT&FY8Y(tBFhR4t?9~hzql5ejv#I z@yL13fW7Y+bgb4Sz!Mft(75oq?aE~yE8;cm0Dg~WA z)bp?s8Kifcgla=#to3}>W-U&K<_G;LhL}x(e(?y1oXOU!cgtSq=6yF8($$J42*@G_ z!X|aE((y=3NzExll?DREsllul;}wToCLRe=GhYCbIy2gqP8Xu!q%PbBf;h=$~}zR1G*AV91Bu zlL6jrmA2%?iODHX5O+|v*rtG!k5VJ|AgN}q&g=T)Y4GSPzuGVJEdrp}_7l_sQWu$Y zIP9%9-sHogp1=Ry61dz|4GeJpQ<+@c*+z3bAB@}2qUp;Y;?ce^$gTj;7_?|zb;SN+ zjtjT1w)EO|{6KxYz}tQij;2ka`lZaCx8LfeQh-`xmjrzUrOPR=66_iaHY=2iU404; z-`+o4>1~PmLSzZ?@e4HPdVaWN7bF*3_V)21D_8+y$(hRiXm48PnY>eqYfF3P32rJZ z%*?Z7ABYK&j8KEz3>x78PCuu^sv zYD$>+Js0Vpys!y{Mi#T^gr;Jy+t@d7ueSvHsvn2Wy<)X*tmF&Fs?hq+5W2YnV;7uq z?3h({Q3awy8?56?yH$H zS3-rAF<&ovEq^(DZMO>c0kb$>!(Ae7q7<9zX&e}6o#4SRq#D?7ip>N!H~p^^zQql% zyjZxtLOcjIYe8dy%QkZx8@ZpFo*u+pyLy*l|K>@)Z3Xo7^ZpB`0j=Y1de*x(cm>%X zlhmE~&BBlD%^_=aMN`0?gu_0~07K-LRy3HamzfE^UY=|_Kh1r^(RYaRmJvgzK_fjZ z3_=ty{$Yn&X2Xf!UOj{(`4@kGT-64nVp{>jr(U}F3ck&{;cD;AC_CrOFN-n(JJ?+Z z-J2B#-p?eWmdeipo&kXbFneAw>;pza_0jN%Y!5DTnA{R6L6{x*5n<`&xIye^XH=e; z5JuFC8Wnn7B?SDwBMG^K4c~@QsLwMA8an>ULxN^{dg9>K(y8)p@E7z=Z~e>c$nZ>R zf6JF%a+03@euLY$iHUlj2Is_yZdjmL19hw1IMrKX4Lk5A)}{_>4yYjknJeeg`(nrf ztA?1UP4tkX6?-ggM0EL;x&QMM{KuLa8e+SjuK7*^eeUt&$9sEwaLTjGxHSe%G5sIF zw*LLdmUxQ4Uj^R493_6ycA#sYk%V3f!JdB<_$<9vc<= z2<{evbF*e)jL~bh)YAkf>|;^m3Za6pU}Tj22@qb=X^opd{F?F)ztoxiK0tL)o71&TK!XxJEyy_f^L@-KCv#gs&;g%&xT2io4`fx}oOX&S z!m`Q1S-}^v9aYd}!}Rs^mKi=rJs9lh28^@tvXd&!okjx=VKL=6>sAKD>$WQ`Is*v* z&z~Hs!3ZIB7p7ga@iWdhuAs40F#fR*&~rmks1MFyXuTIfJ+CYpi!Hj~T)QC%vy}o{ z7<+DZ)ZxZo%DH^_MKQ<=5FCRKQvg){rSs}A$qpm38J%l1`P&XE_5%fVT@ldh7VftO zn+S|%ul~l>{j!Quu!%f6rICjs&bQHt4i{=J+e6m&FLHl&-$-Ef6S!xm+K6U4S28-# zB2~72{=XG%L!?I^>IInvVLTAY;U4d}&BWoxnX*Yb#0NMIQwk8Avjfk=$bvZ1nbNOJ z>Bi9EKHzi%MYfCTZr;NPiHatsJ(6U_e}TZWF(?;?3vZt}z1dhYsnG>a@Si#v6A=5( zd5B@MV``C;8k^FaufvTX$CJh78YW&Lb+CbG4N!Me3FA>o)0tbfSTTsN!asreFtJtl z6g*slc&{AzJ2ue8SD9srTk%0Kql!-IRq7Pu_UfukzXa!Qs|Eub4<)XA^D;MKw7nb(2NCam3Y&rYXc zr2SP8w@=t`*1^OZ-9hNc}(~&$o6LZ>pcCw0{tNA z^=p%)aOe#DV6N}Uw!hp!w*pPsf^yYEN2x9E`U&^!*kOFyAGN6?XQ8fRsrmWyx4dhm z5Ht&(Z7@4ONay)=K5h|XTSJUbC6+x_6Kx+^QxT8>k?T&Z$cem2O*^Y6D)#h{J(B4% z4-3`LW>#2@&`Zy$Q;xapKJ|P_9>7+k4-xK@Fxn{p1dR`o1ZcF*cH4GfWee=7=9%13 zfoBx_umwG^6Y3<1@xko?CF#rZbyf|}lG7YnP1ja6f%GZ=WAWIt8MW6F+m6sWSG@yN z%-3f2g-oT6zeR}&)N>yDJ1{RyyB!5s;h<+p3niOpkyrk;cC`MmI`7KEXK*)wy$D=G zPqtZu`*~AsfT%fgv`qD;-Up6fnkD>>kMS2x(`3crP~elc18$w|%hS~-sBQi0uRU?Nn-q8(p^*2!m@gmS8LRAL4-Hl2N}_j()q$* z(0K-Xu$SBEHVG)NgSyFvZsl`+q*;}RKo#w6-F(L=YGauMA~(mrQ`LteoEJHjF=JxS zUjz-64+w4m6EZUUaxxI$&$Y(s*^e?53Z|l0pzgO&W`tS5Vfy&@1mXLYPNV%#1_UU+A>Q($ui8i*LM=AtT|5c(j zM7kr9z1Ep#QR*Mf!fjZyBe~Do3`WFxWfMO&-0Ur;MV)C0jMf;aF}@7Q=I0(%PLspj zCunzletOhd9_I!pl#va*PhHfNFCzw+3E$AVG;bGn8w|G$N~Tx zgn_2B!>vAj`TiSrjiBvz^93H@`gvPGQu0`9-9yl@VB8m9r=7(8Y5l(2QBm=i^=Jue zYIkGN(W(VDIwgseGPo<50CMgp2TSvLCe+2FfGpFpWk#DAO2GUwXoh8T^KIFP_n#ZFn$-F5t}yyrN}DO+#2!y`5aC33 zckrIx5RzXuO*kmoV&FzzIWj<+xbbSe{?D|AV?Su6J9p&U=>|UQs<}}a2YS)ruUki* zQk~H7R>Rv_Ocz1j)b5d&x5rr`Qkr)#>02L%7}u^-3J^TE)Q*-q`k-F=vVpBrjqyY) zx*k(TxGX%;CeO5gpfM~xq1Ih5FsU)WK37X;2Wq6MqnkOtemJ~JvR0|MJWkBpnz3EP zBIMU@`dy@jvvNSoKEXB}!jy}jPP9F~ha-YvJugAjuF2N?K9QbBFA>9|SGJoS~1pdh4N#gblnH z*qQe??2fphFoauofPz->^uWXyX45dy&OwKv$rqtmay}Li}p%?0K_zS3#LNNF0M>#5L}&$xoSi?6A&oI z(7SdADeEnmViSQu?TS9=iyyAf-9@~9h>3rbVQl`gAn3AF<@Pw|pF&)5!7}9imDz}9mZYLa{hsh0g}as+ZtML+&(BDiUjaH)c8&NgLIEj<6QfABTP&(SuvG7&Xd4&9KuP7dCqlT9^aVAo_XLeAKQtpm~Bvt zFRnbBlZb%o5QB<6Tl*a9hS>GyD9+zzdXlgwxP9&GBpj_^hRm3h8B^uGDe1b_R_SZa zz;rZ#c8cZLM_@V%o!NMpaJX<03|&&udtqarsw`pjLN$LpFSYcKXIfV1v>Y3CSCuL} zXxcA}+Elz$e89KWq}p6G$V@TWFlYlIA{q7H17L%<^w6M;vQnIru9qWoElQB+d)s)O zqekdhFivbq{*1s61zc%fp1N&V`3bb=RO0>jM1Is>E)j-bz4g*9+spEKd5vfN4V@d8 zrg7~OZrOKeHyC<&>jZFO#vYe*ZogI8wxv0Bk;~FsLk_8O;=;3BgarnRtfDld;778& z0M*^hlL~L4GsA5HHD^Q@P4ZYvs5R?Xhu`1L$3CjjtWQTQE(kfwEwDlj?r_=-#c}*0 zLod(B#=(sF-WY4Jbk6!zju1aAQFvuZv$a%p%y&MBGfe>Ok}{E5-(e1sGvAc~TI)=8 zv3kz5v;u6tl#~?7u~w0+sGX`x$MupAuYL=k!+;5}eG)(kv;Uzr2A+W$B{uRe=RZR4 zV@-Rr%k}ISM4?=`+{HT*Zm5cxuoc_%fZiX%(?CS&3o)IG{zUggLEKX=!s~c47)R}$ zm71eYs|ww}=e$+)>Gttfbd!?KN?P(~ZAyHHKli1F&_PunkyMvrzY` z9RxoNmf}lyq4M|$_=oI+)>yuSFfbien#?twnO=o8(qCMP>xxfaz`7}7y0C{T90GkC?uYXpczu?hsB8K` zxHALL9Yu~6s;c&kAQR)Hq>U$jCj6qnS znSGY;3_RlnWh4;Tx_`Y1lbCagpkiwr;n_*`04P-Nq!4mxq-Hnb#+gr`lq%m`3fNou z63hutosn(R6>1Vce?K@rHy#z%Mu{G5Ig~}rgh%U|X0(ewe&Am}a9zr$0}5MDje8id zJ;DyJo{@5TRd7;^JC+M*gbTGxu=QWq8{be%QLQX>x+RyBC4fq895TKhi(WG*n-5gy z$Ws1lb{CSwN`Vg>aHR6(Pr>tl@leN3p0T~`-=~;CgcNs&m@D?>4MmXQJp%9-T<*IU|2rD zDXuFS<}51nc&-1bop}Fn^HWCtW*+xRFs1udafb-4D*$!sTg)&X8qNuB zK{xUL@>jtM-lq)nf^+?;1cS#1VMoROPNK0Ck*j#}!N@se73iYNuiD%Hr5UeO9G#;* zm%m=NFSIxTBjM&2bQsU_KH95YH%iRE;=EC7(#feb0ckTYidSXKdfxx&Qjo+u8z=| z9efQdo|hZhW;hP36zsAMl`6Swu3meKwNuM)s7eyZn*-+3xEHE&<0?=e8WQ5*>1!g! zh-VRdp%V%<2Umpdwfaj!tRfvQPGKfC>{!4&0eT@6; zI`17o*$#mG3R79j?8qDSDYyY{8nFfwW^}BO`L^=hkm6MUP~x-TlGFbsxLLPjh8_ECmij7IbqCI$~_O5 z#qphx-Ny`dz+7`E0rr~#e>xmgGee&OZg@2TC$=S6$dKpPUk;*4^!uyt>Fv9eU0p~P z!)q;FpgeO*?J5KS4tnZO>zoaB^KzV0@lFm(P!V8Gd|m5MYHqImJV-ICZk zuuE!zs|`|)U3WcyFGvdn*vVzELU`Mj@aW;c$fWh-e`MD!M{$3n7ow@${<;KmF-~X@ zk;|*+ThPRxAKm|Chw({8HY*3;t&10VZ@mC*=(2sp(6Zx1~DfQ$fC_fwZF8-XDN(rxyY7&vvn^GQ`| z4e-FN#sh8nBZr_^gOF_m8|Tvqrw(T>%raFtiM)1ev0L z7`~?-Ek#8>1V11b?z(BC$fJy{NMsDQWzMz&mS@a^Tfg4-k00_(ysL+ z@7~TI^zgB5VuaHgV3ME9u%N&4qZQ#fy$Tu{ck16j+_Z)17tccH4^nv764EC}LxbKM zmDyMIZo*ZQ3gC!aYeG z*G!a$Hs=#5Afs&vB!_+)UwIxH|OgI8)5o*hAiXg-fPgyAf3>iP?SKrzq>q=AR@Lp~0j z9P&QjVJtrQM)7dFb8*^x#Fu|81Z)VO^JPkRTOU3M3Nzj&p4`Fwk$V7a)@t{qyY>Bg zb1h_n2SzKkwP*eG55ic@q9p|H&Zu$*ShvTR-!?XO3MTw|PS1EX)mP0Uw!B6HbAz`m#b_G||*nW%4tUL8{%|bDJW-*-x*Lw`+pd5DYPU=p)Ju`(QVQyB$WgnnSFR&(?|_r3T^84`N3PQg2MFYbvN}h zU+f7{rsiIii<0`!WA3Cqd-@eo{Mb}$I&{$_9N9d_9oaNXCL(NU%SxLi+NQqe!QbOK(30b%i- z1QeIEmB&JV7e{wb{6MY_XJtQ(|2(A;-{%>+aJoXq6*s913`(vORm*3U&M5NT>Fw*I z6tRWb|Bk@?UHA?-UCQ`-y|O#>xDYt8YIu@qc091GrUc^9c04S?MiTsjtGF zn*iP-X?sYXCz4Sw6f%+q>rTnI1HM(v80>|N)=I~df+xnibXlmTw7U1dm@hh3`2wEz zV|P3q6N>u->?R|k8QEX0@y?5P;^1>wfPyih=W(1^kX@Oob^$D`9?x0;U@EWPE1QP; z2ci-tU4wRwhflK0dPKX=z&ivrU&^o8$XI1I|K>UnB&5+_Cw==3j7(vuC;IKwe*9M= zHAunA!amMG+qYM};m4Zubl3Ss^yttKm>1#Ut!(ocCN5gxLZ!+Rh`P&JmF#hZ8}BGq z2{3%f@*O8wkEME#Jl)5}p~GEPB24lUf2@m<;=~ST^R78OiV%Z5-JKGxe0Otu=xNg| zfi=07u664w5Xj%N^(ijR%=P4Z>aT5m5@EwR0zxHqdm|I)EFaPXS=w`dz>4=ZA<;*c z0j8|nZd=P1sbigJa9w;>-n9IQ-trriTN55a`N%^}c&NP#ICua+4$Cck3tO_mk)SeF z2c$p4=NsB@dY!pm@UbEyrT%Cw>V5^Va#-xZPVeqrW+|3l@Gx_3!m10=WB|A_c-*D) zwHJpo-gq1M=J?d!&c!$NZKAaHPG5L8Prm<5%FQooKS+$Cu51B}xIse&FfOsCfdOUM zCY||^Q#BBA9cnzJGe;Q|MF4Aa|K}q4K|E=%VH7rV@UzZWSW7f@a>Vy}PSlWw%~OuH zJfO)!MZ-Cco@-hSb{kXeXRq#x026a zX8|je-*F3GMMw+(PFLk$EBSPC8WMZ#f&l|J4*uu5rDVT^QZZ&#Bz_>qmlS$s;q0D< zpv}+X`(LUrox2kfR^Q>+R)hNq)j6cCy{-NXM)et>f%olL%CNp{@a!lhn>PxuE5gp| za;SQlzI5hcz$N`~!0BJ#m%^du3K*7kf3XEf3G;x`zY z>Jq^cm=7J!>jc4J{(hNI>6+eAZjuDdp1vWQs4c*}6_^X^2yYY3tt%fS@=(5EF|G>? z7|;~aPqX{+{rekf?qT}t@?BG)w%wtZi62r1R*$ODYClt@x{&6N_G_hkK&o~8d&LIZ zg;9>Lpyk9x4pca&h_sC;xBNez`1KNi8+2BAYIf0nfgb*MpbdLXbH(1dTcSmv8aAme z8YI)vfU{yO-GrX1mNvRpAq~y~AD~%~Qih17NuO<{YN_&ONw6L<7r2JshwB<>C_L~E zB;ObLNOrhs!^M5Be0{Zo?iBH1(aQBOL*+iz(}MkhZ#i`>|l}SP}P3C5x7NODRuka%;sfaJ|bq_dloUuL} zjZ(q5KhV?esY3e2?!l=4n4IC1-j zYz3Q=gPXpU(a&KM8OfT94W935kVI!VcQU(#J#L7&D<@ei*zdyj z-=gRUnFE(b$2q{}Wx%=USXy7tIUPH)zXJNoGeAJ_;_akBh&k?2!0gk1BmN+? z6sE_ilR;~EqTs+t^C$-~a1+gbep&X(!krz&P>Np|_b;DfucfjO7vP)U){uU*VcL(&*kUy?;u zl>VXCdOvt+TOripV*0Eko~Z7VmahK6#>OToMvM;*<~-qF`zPocHhls(7!$T^h!eg| zW@RGA8{n#OKngo-AF0%>We8%)o^*~DVWL@lCLkHIdt5nh&y({$Rv z#An$FM5f#sMDdG}-sgNV2*d3#zJGV5SDg#a9=fAa5)w0w@cj>-WV9d)RjI4Phdl5< z{c*CGftd2+-;gbZA(y54ZoE!ikA0OZXe5Zf-Tcwuw3` z;8j5IS@=`tyapS4PUVCpGrMyj=*s-{+w~J)sO2!fEcbE>YiCmUqAc;$I5pCyWaEr8 z-e4Q36WG;=n^-x0{nd68La?#nb`$r1f9BJmiN%7J=PyWA29z{Fsh+?@iPJu{D!BgZ zYnfF@<<$SWgb0I~f~>tvzp-M0zWImy8UBY|ZrQnxhV$b{-KyUu>y9v=G5(c<#je2& zSY}%Tmk3+leU(zN^+(`ep`h}d=@qymrF>WqAqpmt|RFXiP$@A%$Fi5lowI-smPMD;u^J&3H6W;MezEoh&?1Tpn(oDAAiJ7hCvzG0BTk;#aQF z9RKg%=VAZhPm+@wD(WgEM~)mJiH3hj4u6ptDf`&lkdSC;kqE*KJ4QlIc7%i&-AasU z)gUAL`}5z(*4rol`I`8P+w>$v1|)pR!grhDe|!zU2fzE|4GBp})Zrk>4U%IN6qFR? z$0#W&si=+}Kfy$Ef|~loX$D3*CiXL&9PDS#p5@{d;pgHO;yHWvg0z6p#Y>=p<>Z%9 zxGW|wA}%3D{E#D5R8%LZPn@EmIVE=P>^X?@`TzOj@DmCBu_ISVlgW;7laSIMA)`NX z*hs<&-zhoV3F6K8_s0=ZvZLe_l*g!!Q^Q{zC>c5VQMlYA0r2M}N9oBK z&Rx1j!Fbz(lKTOZSa3|nF`nxspP6;LmU+c3-5ygNXJI{c`V8NB{tE(v5|UEVmt|yc zC@HI`s;O(}-MOoeG%z%>vPRk1+Sxm}dw6@)gpSwiCaP2mw#REoevEXA& z*JCnDK2!0C>n<}}x^*3A;g$Hsw?e$MzgPDE?ZO`aFJ0MxF6@6?*8s^0SeT^rWb`D8 zB%3=IG9MlPpZ^uayv;MTml7LwkiKm+&?xq&?bn?^$&Oi0MtQa(2ZRMALjM^ScUBuV zQ<(13BssNzfvh02L{jmTkH1RKIKEt1f24QA;N#>=UDejkZ?Essp{vq*rVk`nn$jwB z42HMNza&&CT^d$D`a}K1tE9&n16OXmrs(irLF?5Gm_g zR~tDJ;AZ7q($d!WH(asK&b2n;l{xOuVmrT>o$8j1%OcF5)bcA%BAmQ*{1K_Tlk+Lc z44F5yPo9nOZq@xf_4`WO2+yMyT4^C&v7pia#@>6!HPvlvqd^c*y3(r(3R0!_CelQz z^o}T1q(i8oNN)lH3P|r&N(d!@^rG|tWNLcNTx9a_667({qAD6^$5)#Cn}q; zR7DCf)wH3n0neu!L5wCFFjg=3MRO7D#_y}|959WCskuGX{xtj1jkOdGhOoKWN>>6t z#!!(cR%ctRs-Ctvo&uA;ktAZD6>HY_65J72)#WJ_wx~{q8-x!vc}jTB2!F zxJj+6aFeEQ;ldRCFfngd7#lmURSj-ZWzUn}uSmOewtb07ifRnvhv|3DR3q!!?kP$< zoO}_F)@Pl@Yf*l^ZOJ(iC|jyj<^;pc&HX^ICwJZd6sEB3f5Qp9o&XgsU4k1gI@6-f z&A;)#GP$KQL8-Na0@!H3oC^`(s8JD!WhKd3lztDhIe6Xd{MwT_L?o8_gAf$GJ*MS! z@&yGVbAp*hv?tcN3Oj!9*z9^B0n71CZcLVThD(7bIGyGYnRt^A&q9W2~%lPPWD zmR#bu#~0i7h8V-Be9K?Iw*2FLV06_@i(&+y$rVue(@CQtVqCZ){yr(rDEo$R!|4a$ zbWAL~GVH~BO7bW2b8KJqJ2CqajqT6(wK`_2tM_*A24d9IxQGdSx)4$LIXHZ*pyeMj zZTxRCJ?}nPaR%v4BHA#mJ+Ujs4G55YHi;BYQAk4|fK&!}ix_-=`8G<^Z zh>uW zXS^3tJHU0qJT0U58gSEz7UnBL@-VWrWxJNkwyAAyxp7v=XmgupdzGSsC)^f7-v?M`l8t<{E1|j!?sd3Uxv&u$y#W@cY zbm2YHsC-!=yq9yUK%nVCDbd&MeFfH9We-N*-X&tEJ3r?JYT%*^zw~3ozAmny@Yz{_ z)h_mZ{&Z1$yL_S+D$>qz4bkk@eMOS^A$WVrfVUIo31fW}H%;Oi zPUS{u`gv)dXk8vQOBth_WwFs3Fa9BaZcRw><%a%pQm+o~c?P%GsAXu1w_Hjsfsr%( zX-)NI_P14aOcZs3OIpkL@3%q{k&F824Ej>)OoWCn$HSyz0V%Ouc{l!tMnQI2V3(W} zQB{(LntIfdTyr}|NDQFeY#11%sgGSp)RJznQcmoPm@!F{thVWg?ozX>v-WeONWP_v zavxf+72OHuLf53C$QT;iU(J8VbJ-Y%TZ%IizWjLrs&<#s{+2}IIG5JGIx<>X&R55( z*}gJtYwjULqvF1q?H{hd>Wyj_!4@J1!rppYd|Pt#d9{Nd{=LOLXP~UIljTCX2G3P^8%5W+ zcP6SjX)|5OO$G+h#QRtG?eN&`U@p^UJj@tIS6vl16<9@4?iE{0jXb|fzSxux5vVo! z_@}-ivf>a#vC9kECYiP)tjM?h<@>Xwe<9FUNgP{-LHykqJi$+63vuqU`r@pgYjrWT zJ@ORTEwy)|G|gcrG(R&8YiLf^rL`0ZUayy^zTy@j4CEaTqyvc+I-UBq#^;r{LfwAk z9g~Cr#%ehiLu3k@CAVwouG3j@fqa^1uinU= zvgU(K`u@J)LXK?D_{=U!i^V{mnOYHfLPtj5sFlUtpaA#v`KC#t!2ts1cyhsP)NH$z zDwYjlL3_0aw41hz+*;J|<16|6B7oWYNaq(zqEitYo{S_*W0Qx|*-jH*b8&gAE~6l` z*p20{Tf&=zB6#bEf)Y`c&3l{BZFBm zY>{3I6gr7MNtzM&z%8mb9A@+d%&k|r2H9C>J|k+wEt$}3VA`)!OIt?cA8Z0Pm52v7 z6aXHwhlxM)DCAR>zrsLHnonUbn-bT4QN4LG+?G7p^y0NIgX92Mye=N8 zRFV@tSKdEK*32efv8eAzirqw$$Ff7mzND4eaFRryM#=RW+7!`UU%bPrEk z%h@^0MrF(JhoKZVi(4=BAyZjFA5ASL&Az()il@8nxfH@vjdc!iVcXe9KA0>!ux(cz z+UVyeLM10v`*zS`jSx%33tK6hYkO*7t{+11d9_-`esyW1RU&3o3b4k9?bm*{prz*H zwi(OC7s#KZ`9$U(bes%>L%XAXc@!M-2k-E&`sFVREpzP=+C)J4<)1KtMp(K=0>7}Y zh#r+liFJ#@uiuKiL@bpB*MJCd#1i%?2tj>rSAN3QbP4%!XnW|p3y`u0`3WNkR)AGG> zuX2XahCiZb-F*6V0Gsv{pMGK?xA5b`k4b^-c$2Jq5%>u| zBw5G+e)fG?OiTjdtars|o6x)miafumDq`s2*>wYYK@OPrZca<|7k7)DU$b!T(4N0a z{u*!Qd-Z;}BFK%Wl?^{o{2D;qj6Qc_Yys2dzNJ_jfXa=0I{(x!+X_=ec1AH0#e21B z@M%eg|H{({C^P3RdqOB2Ml8Wh^;?JNq)UBBeI!-3?LC0xK#e<`rn=}te$orXv?a$2X>NBuKYE=m$?`%$P|qhM4|nfd z+WvrpC4l3}9NR7fl1yAXUdgWMAR;DsE6nySg|%kDu17i>#nBh(fsBqPk;r2(N#kRV zcU!Lj5zJ&QS5%9wtpM(l(p6lFLR9I&T1}OTO$L7NrCw>w`p1D$2g@S7UN_&WV1Nbj+-z z0^ekfDhv_^>xfZ>XXglikYrvjZ^b$nT3{oFH5 z%Vh@BgDGwG;e&?2uOODvg9;Ca*5I~tJtx}MFO9xpgK>`|4dxS->uuSahel;9Yav*C zgqj@AcYZsQiJa9I9u+RJVsa~@?w^2!Jn@ss5u8!P1%~PnY`8n>S#!J8$IZF|{v0)? z8*XBI8->``aiUbmOfOcJ%aWQZFJ~_ZL~L)!mA?Ci3uKu>a~_%X|D~;~LERmbs=dM} zt47OffFt#(ldhkLGc&dM^e zLyUWaBnROGTIw~!A-8)m3GMCc;i7S7ZAV`rIg@HRn^!xEkwQT&YfW42$7xN)HnIsT zJfh%UJ4xGj@kQ3LfZu@|b4!td6!+W4MJVn7^}nxuc{;0|&4LIv(XUKYktAYHO!GzB zI`~I*TM=)a$$jFTG-0GUl=Cyt5!w-A`~2~V#MoOmo(ZO9wx|M4;^tD8P$&FkKGYepPKvo9{s$~GguY_l>tlwLg+*V-K#UT3!w9y0a zkyE>TyLpZrLFt%^#}C=pN&2;`HIbLxW2ToSB3Wclaqmf2v$c=;Z3JifO5n?&+vk&V zL4lsXVyT~aI4x@HYVZEA_ua!JKl|In@{a@$NZq$B$Y4E}kM;*n7KKxgM^0j!bq|cJ zI1;L$2`w7~?Ev8FQiO=``HQ)Yo)=9P{K|)>6Sg;a<9q^LHWP-)r3@n@O6MGM!7K}r zpIuq1b3eEf@PG-oy*&UdgnRCm#hg96kF=xRfxl`5K#c{Oag^RTi~s4&WnnxQx&0L9 zExtrD=ZMnLbY?(&os9nDBq*R7;FqzpDWj{29DMDqPOD}fDbbzu(_ws;+pOM zNxAhL)*N5aVEwHCJM-?Pp?*i=(Ut$u&%dx&MC-y}@iNM{w0@n4e0lX#%v#{IQ z2P#rY&Yh%SX$d**#m&~*_sEGrO%8sJ0Lf2Jfkxb~=Jjs?tQFZ0Yxa9Vw~pATG;FFwK zhsKtr$kbr!W<+yzML9=6Auaw?u?5<-$N1tUij6kGiR`8J!Ct0@MltDB#AqZO-pJiW_MADDMO-#46@1dMvVL_q9+} zYuZkpxq`xWGi0dIIx)Ou)cNNXv8m}g6{M*JSH`@Vi{ zr~NhH)`FF$D0s2lmSE&FpUaw+01V$FHK|;5qm?$I6zHk~nQUxxzgdKTyJd*uKwWl7 zW-UbI?@;C+a3-$R%Hdqhiq4}4Kokx-VY~doh6ZO`z1L<2Ef-z`8uBO<3!vv$v=unX zk3l6}P=ijqK;1J|XH+uo*MP93tI-fy!q~%otZC&n;3;RKJX-e}@M{8R`b|I^&oBd5 zx8={J07r~GW1R@6+DqabiEBWYD$dHOUho-Q1M=?u_p}8rbwTqNo%^>`(tqjS{{!~9XACO!0lLc6e>6P9SRRUgsWYH$w^Yv8 z-gl7qpF%e#St)~gl>ve07>z#0#RgQnMWfmG!5tB`^v7h-9~Dm!CecK-pU#8B=h_c@ zY$ts6kR!~v>lMDgwbwPkxs*Ww+8n2LneSrP=1wh@6YH{^-2C!hs?Yox0;IdG zj%12H)=pf!TL*UM$aHD{acV{$m^Y|EG`>P{zM(@@I`Q{$_{VtsZA>CivfdY>%ezL# z2?oVYA&oYzt}^^V^~!#YIaC;4OFTI~Rw0-?;+~oIE@Aw<-4at^4_ijO7ivnj&Z4%@ zOx-n@-g&&cINL17O_nNcY@?*i9GLq;p1{h0PS?-1$WOtQ;V?cxrn6>`3%?Yd-WaHi z;1e+NHb~i8uvE4TJ$u6Xi?Hs(vmDz$JgWv3EHs8?BfpM46u1hGze|X}V+g*SS za(B$T5J!(RmHW9m^7Xa;R(I#_f6ecEQ%9SVRDxz^EBD}5`!%43;u?^b30Re*vY5BL z;Gd}B-+S2nr59e5_PybiJwC_bIGzRA4MYf9Np%3JUjvQ;(-!|ac;-a?0hMv`ky7tx z8@>}17%Kp?D=8KQ+$}EsU;`AtANnUx%Y_J^k=p6so= z0RQ8$sm#MMO1Qc$dK(che%m(Ln@Q}AO<0SbTaeT^QHxPF&|_~+J5f#u91vr=$m49w z{9>ixE~7nuUhUI!gU*Z7xT|xTwH&5&i7OfGPiSo3+}v_%{MD8e;P^JTNDc#&)ARTs ze0;sX_UWG|h^6}*Uk{LjtjhTObC(Py^85TggiCDF{`Q$i{)Z&$cjV`UU-EAip5Ih4 zMqQbzDzIj_xw|}Oo0lJkvcg|>$~VxgZg#YYzgotV&x8-0J*Q~TK0>ySIwAu63?3zX zDzqjf0t3lvFEWcyF9Rtqxt{}$C?awmb!0BO-UdcQ!$f)wjeLe$Aopn8w9Rke$-TGF zp0OfZTu?`9$80|QG5S@?k9+bC`{jJD?^NEV9&kyaol!0c#dp)adgCj58qNb{6FUzE zj@1(6_Jyp(_F%oM%&=kWNR?Wrs;>)0dKJy9p3E&o8^Aom3n}!&(%3+fQfH~e&f4mk zt_)zD4tFPSd?5e_B)kLG^t(nbk$G3P2tNcpiGgPG5*+rRWwo-gMH!tMv5A>T}^qfTbi1Wt5b9~MrFoEJnFvIV5*Q%UFE+ugQ{9epyzW8 zj_`eHH$6WWLy%*fhWbv5dPvM!jw*JVP@wTz5F1mS;yc=U8oEY6EQ9{9=FlIsk?DgXSR_~px4yX z@vQx$kx!Lpz2f*;nB>c$70(fe2?b`+sIF@O{wAz$VW9BV>-aTM91nr+>c#*OX2gq? z9bFTL{4P-~+9m*2q|R~T%)}tRs(8F-eLp)wjn@V0&cFuYqPT0om6rB3pl@cx2w@*C z+ODFhq&orKE~lZ%-F?abw9EiuPEMn6!BbZdBB@D&fV_taSMV1XIm+8X4Y=xqN{qhA zurfqn@>KpWz70_hQz$Q3nU zut3d5tsc=P+)*5r}NszjyBy^w6K-&qj@rV9lj5&~Gg zC5p}st82i}5Dw00ou7~)L)20@o~AR}r7`iaRHga+Fbq#VPTPVVexe5^_8pAzWbKX-~$zzjx zSShid==ycl*~#wH-cy@7h6gWx(B~$H$_qUR5gup888KC?aPgLub`PJ_l3t=(u}_MA ztYYLdyN8M_4KPd|`PKix`}hYRgw*N|ut5o(kYcf&`Q9ga5N>-@Lpb-uK#{Wvh!Q1= z40J~<(Zxi@lvVeBxCT_mBo}&}a(`nENaXp@8YXLY5(kdmeU|K)dA}K=!a#CAm8ot! z^71BU^m5V*>>+|=+konOxtTe9!G-?NfHG}idx-6H@F&C6cU9ht`n4UBE2 zQzgwWi+*~fpNXn@)3^_2Ot!MJmLIE1;M<@+9b;vn@MmGNW}x_~v17_+*GI zkupqVjLI>2OGA=|>kdCn&7puuUU1?2 zKEswTk5O(VZ?^i>S9?G1Rp%8_UIVq7C~(57y&J}8z|hpO2Lq(fEfx}QlreC?K3}+f zg@hv}oy0JzWV5NB1Wg_)dGsCD%~pzos8amNra;%_I12jB5nm9f;%V~S9lq)spQkG~ zzSUcY`EBniu!x1%7y~nuAu~rUre@L!i)QsSoX#{dtp4GqqTeoPt^p~^`9Yl5fQbX6 zpnnF&fAIR4Ph(`9^RZfonoYCsG8e#fuS1*ewA@tW1-%bMrJ7~XQO(VL_k7%|dp~)Q zVVN}Zz$)(SAtXk|b=iUy{WWa2*49obtdj%CzTpPC4aV64O3TtHFb>TG;=(qhUxDfK z*c}jRZOP`>z2oJOpxE^k2mFr7K#gK&Ii{puTG)M&UsSoH*?u+#>UvuKq~$d#+6g)2 zCiDZ3@?|SnYW-+ZKk1+6bQb&d{}u=)3zSALWn#>nO>2McnFI`+M4}GwUFsW+r>E1V z(^46m!j;L2)K`nR^0;eDxNa0DMT@j+KfRj!3Qb(sKA6)M;|Jn%*p{)69~wXfkPA%x zQnpJQkVg)BN=%V@RaKHJtp1FL7UYZaWI!Ba^@{#0t7Qg%rZ;h(?m_n|z*<(gvow!2 zZ5T*BA1E^(D2;Lm9GDPQcD8U5OkI7FHY=%cLeKW;iW_iRig}d97K=hp;o_G$57W!) zmp1U#J)SQM!XJP&rt2v2_k6B3Zx@}{(&r2#t@uZN621%*A}Xu6tCku(;qO%^1$9NV z4-b3LGguKYt_I#jy+-$41L9n=dgiW5*S0h6_+`4}X2*>_(L#g|JO><8kX|T`LoGmj zIUiwm4h4s1qfHL|^P$s;Ee~2V*Dm-_H!&Iu+#9BgpHJLMrM{G=a4h7u4UGzpO&h8I zMI8P{_56eG`A2(&E$oxB3O`CN-@Y@%QvUJTZ58vqd&%F<80TsQu$XJW1HO#Q2d^lpQuQ`EVRnXA2&!P#Z8rA+|#5tnQezTz15-|BDM<1df0pd9*9~OiXGq4)y9vah=8gDs5@b0>1RC$Inqn(^cvgdosDf#{*)~6%^83 z>fL)0D`ud8{$%wJwm0d|Acro`QLaRZvXNVRP<+P%W2{j3QcuQ#l_NKEmq;Q*%PTb* zQtQ+%1{N;-;y^bd{k`B=N|Fa?sfTs@xpf)E*^ zZmWjN$U;N_&w|IHLH+bQO6cswt|C3hE`d-A`TT3v-xaKP!5G&b7U#Y*m&EXjMYs$< zFQ>+1jzo3+tIhh#@HE?OU;5fYhdhdp7yKQMCcxVX0j5~b>g}_tdcPRi1?V@GAfMl_ zX^%Kd2m!SPP`cW!V2*LktLprD2bi3v>WN7Y;T)hRaJZC+6XLW{_9tWgXT$y9`xH+w zUutR*oiU8A2}cW$whijVRJyMgN5p?rHrLnJ2IJ;shhM*^jw8My2G++X-#g`yab_4- zXr`8q(uw}ucAP1f|^;XZdusIFd$W9RXcDG;n z8w#w7gu8$StjI;GJ;t8pYQaR#S38q5n>l}6!s~Z`hh-;6GLs(BYp(oYg`Cr$@}W(0}`@HEV8lzI`K`Z-qa52Poyf!RxU~b2CZE9 zF<50=zY-ko^LBsN9^4wQ*};I~+Wwp!U%uj|c;VdiFG0iM7}F*M2D&SQ=j-yuT@+je zQ$ac)?bH9jdFvyLY700xy>WneE&CU2q%=R%&!pQ&Y}kjCQp3ts3VKLdDtkzR8qNspJoUP@zM>`y#&)sDIiye`{`2(@enbS6!IAAZVgcwe0M@Fvm8fqO zJj1tFI_0$>r6Db=(7kBZ)9HT$+mC?8+sE62)&DSOPC2(aF`{5t*o8JwKs09WRr-{c z-P8BW%-Qx5V>G)*Iz*2VNsJmu&8KGSG6G04E>)`3(dnumx{!M=MDhXIsBy-vjsKS_ zmVZ>W9D)*BgRTmf;~b8*Nh&uBr)@s;IFqQIE4v=t~P$y08z*& zpRCcxZ;9cOcrof5>YUmB?#DFGVF=OQ&f8!z5}h^`m^Vq}^urd?=Oo#yD(+MG1So6_ zOXbW)9tHo@)kEh@*?527m_QmNgSUgxccGuAzbDMUqTJq|ZnXWHS~{U1DL{kre@_0V6aHsOn92NmHXf(^ zDwSzQfv09|=>5=RP1Bz5=LU^V6TjnHJdDXz$H$3Om4R9@D2jO22NQJ0lZ}@`Ya?+t z@9Ua0WwVlm&$aGHEZr%=l*E;fR4S5z`#*zAQYfDaJ$Xe=uEuU_pQ^x`tPEUh!E`TL z(KwtLMFhrucig+f(-wnple0ItA*a7Wildhp)s6pe$r3zensvt7UcZ6f1Ui?n?!s#Rs8AupHjMdIh%9R?66%b!2+)Liv5@q*ZB9Bd=4Yn{Gxx_aMh^W{ zWLSq4o1-@|i0Q1WJ8#e%bq9${J4@0(mXhQ5QSXG$bckO58I=C#zRv7%KoF5q`%F!} zbz?-ab-NjU-l?oSKlk@NOl>e|qT($gA3`N4RRgCF=RG_?X5gfi**K<$&L&F_b5zgej{t#J} z*hBgY6O;f6wn23gYC)UkZCg2V0_5MpFIOiAkTT6DE*$0vnpxh($Q4#$;eBVCOKB%A z+zxv1S2ka}4x3NU3qquybJcQUN_!WKo?^JKx<{ygeftK$uVhX>!cx6@M&&+Tw}Fuq9k5IxcGyZAp2~Ju0r&aHX#1eU>Nm z$TJ=-tiW2R><3;Q>kA_PwO^FfGuKO*aA5YWen6OOyFr3s0Jh;=gU*eqf?6TITiEr| zBw8!=53D5&kd|(q#WMonl?H~@|1>Q(O_5i8pdnsZ=Qgg2Z=bDR}wtY``)2JGFt=t)l9H0{K5 zeGq8@>NYZ@MIvbhcq`KnLtNskbBGz}`z1INkDXx4hIMb8_*{bTFLk+$?b$%QwEWSJ z`g|7gu&%{eLXvQ25tvbi#9i}Yz#t2az8A}RZtzFEwOr~WSEB8t_Z+#iQ-TR%q;kUdoXwnh6tQxN}1 zMf`c|4!V0`c}0QFo#Xqd>g&e^4znYu;{BG&j+f#Sq6Lsa#U2a=nk~EV=%AlTX;mG< z9erPFgFH?SqI|p=lIvSujpTeDpgEHDoI8!^hty(0`sY@um&wv2tA1wCg<(SBWJqa# z9=WRpx;QB@(5BQW8CYRvjGPLk^$}Q|7kTIFy6|PVib3&rfUV4Ia2jp?vTJOnYb0`J zAI!pJ+?1|{Y|j`8@T1ar&8D5fmLw}|!4@k+CRSSm2SzE+mP~+~9~{UWML$m&$lmqh zB+9)8=zi-4dVWiFTzrt)>wf~~2UpWWKb1HbaxH5iDD8=A<<=850X|;;m6rKSU&zxL zz!8>E_R+v1PS&tzW1E?Eo}w*SMc!X8-+JBocEYm)ituVp%yp^Qgh&Og1iu0Q(4;QU zeq(G6!7GvcEFqvco#oY<19oiN@8c5KK9G z2>!PIRK7qlj!D8&csP%X?%%owxL|P$zAnK7b9d}NU*z)met~kG|6+27j31ZFI3t(@ z7_skM9$=s)95Q#`&)ahJb6`C9F!Ig`M-!Z5Xy2PC&RLSET&xuC~@XJvGZTn1b z@4}9BMe3|UwQ-}Vf%dTY<$&bHcGaFMqA92-BCDFUYemSS^0HvhwnP2(n=a2QHl(I0 z+BHfZaR>b+G3ulieECrVrxUUu(&7t41B(Ne(|GIt6wx~uMwn8SSzhfu+)DuG->>u| zjpj?|*)UaOHyk=1PwzvG_`{KPh2L7|w>chlOP)3bpO}@>)1TBVJ;PeOL0ki(GlCy~ zg&r(7tFl>BqT{i=N_(3hv;_N|rC^AR7?G^q=Pq;uNu@m?--qz-R#Wvz+nlP)NTPQi z@n*1AY8d`cr>a(%C$okM9cr}dL?2Z=PyN@~Ym2?SzXP3nt{zT$-?E>DTA$6dJ=4AC zOc0JM2Z4V~0TS3Qw*I$w^f%7ppF%{QJ|AFtha|A`ipo)>D0i^wu(J_5QXE)@fmm~RhiMimYn+f^$_+F8_+sgAAu0&f{zQk)Hu{O(EsY%s?drd46b45lo} zxRpe~Ihjdchx+N$0cZu;GoPW7Kv^7onU7(*>Tv1&n6?RCzk4AL%g4yoRXYTWxCor< z8KgL5XsQQqNUNBfzdm7cz;BxY^8~S}L8te!C{4SklOi3m3!VsMIj(q9}hKW+0G9>m)RDB1>g*>1~{c3!E6(%-S)xnyqQhM zsWbW-u<|94?;21Gr?{lE2!i#nKgvfAxp*fv%mHJ`Qs6;ZzG(t%&{0f|Mz(d(9`q%6 zDe}R*FV7=CP`^W;V`8Bvf?I3Q4ZxyaD}rS# zhO(5+=kd6BR%-KoWoK*aCYPsla!!i8x;J}IEayJvDnH12#V`HjB*tZpe5?2F2j?~% zKUJ1aqiMUx;e zc`6RV*L(5E8t^reTt^tfqRSZgxad~}Je}E~sSPpgCD@WbeuB{Ov zoEtd4$-k5R3{~50Q?|tXN$ecL_@I&Bv?-A&>rEYhPc%^<9`5z%A_imOW9)ol>2g zDlT47HgsR%uCB65L+_Lf4>yC(jY0Z%=0}6O3U~gC)%UM7ivKz`%+Re5Q(}gtV+N%v zhx3xYW#WQ#WwIZ1+@`k*(^U21>4QI(%jl_dxDO{{vZX3-7;Q=G5Pa0tmF=Y(PL`Rd zN;;+bbYn?zG2~%E7Do)V3rAvEtdL0}psWZAj-}4j_@u{qUNd?FGJcwOYoqKQ6x_mL zHsAA@B@jZEG+g@6$$jIG}A+|t2wZ=9Qf>^u{6hSYE(PcKrwfUcTrui{MsXxCd< zPsEqgu=La3;QP(>Go5}NT*VB4yO3L7Qqe+JUz_RfOHWVF5QNny8fbo4uA(Y&Nx zW)1}?EWCa(iE*NGz5iC{=&M`ED z=$WcV&s4WYnNA%jG~rql({>@;3xT}AD<&sPL5yKB$Pr07CN$u-{5rC`^7T93UN=P+ zRhk_(!s8%SQ>^+_{4rJ@0QB<7rQO{yw0n&G%X6{nW1?36`7YQOxAvb<4+5NM=@U zw7Ga3Lcc}hGo6-(u0)LSJpwffY4>=SJTkVp(^i5-NpwvH(%y9^x}dqGB?dqJ!&f*x zlib@q%f;h5^yC;KYYQSCOcs+rT@c+Tqc`*`nt|*^upbUxxFUsFMZhUbaTUR9{5Ps}>EOTPo$=ZR8y+^=Z}pK1-2Y6>?yZ%YcvBy zaoM&W9MtL!TYg1K(Jlah4r*+KKkTy;U-MLSq@UJWId(gHk^>Xe5JIZ`6f_u zx_Vzm30G>tBrW1EGWDQOQt43jhS({7IsF{4Bv5OXPc)Yh>)CHA4BpEs*`~5+D|%bh zA3r=miiZecJ{u==O@vYu2MUi@K}`@MIm4%#&Cy!H<2(EXwqZ551~^#&%sEoF&6ov9 z{Ql8zqDXI9vHrel;}MRHt6)D)8$gH{s>#zlqYp&8vG^DrR2v1AErUCmM%H=XR;Fo) z;u3%NJ#_d0(6ydxYgt`(FG;C2-pkBh7yCGmTza|oB887+Q~oL`rEP0D_%@C!^I*Iq z6&IEM=IQwBT!x}hxQl}{u3B+)q(a(u*1vy|@Q*J-1a|`^(K>Ta-{kfz+9dd{8+480 z(rf8y{N=XJC4nAjnuK@_nj%K;Ubljjr)7yRNHe#0pm@vcUmcK}`RlC|(8!uT{nYK4lnrhXz2`994r-le=%YEAJ^H>yY08v~> zVVzyekPEw_OiJ!+%zn=v^HNM@<5qQA;Q4+ba1D5f%hk#sZ#!NC3JPm#uV^{L)dSw6ARm1Y$l)U1l2zD!DpgcvFO|KNS+?)9iX9 z9T8+CxO^?k#T(a}pO-aUe7lyShdHuEee|3wHkp8MlL;?2f(u=A2>NxdeOpJ{fooM> zvm;I3Lq$7+Y&YXG_vFb|`6#Oc{VNU-YzA_W(wa*VD1*+8sJVg_I(&uCFNX?C4{lMI z({UtqH_H=aqg2L&A73b4!De`O0=FwcJiEf&uHRB6#>`&_d*SVP9}dK!re%z3uvz_Q zuSf58dn%FV5G{P@g_m&te4Xp2?5`as$B7NlMkiML6*;HVWnj#5AMp6izyl~_-6#}( z+^VtdVY@A(>4+eHJJk=93KakFJ3~z4RU%E1)fWxgp(D<@5UE;*t){d6E|-@EV9Bt3 z4PnkE1suFriZG{$tImgF&CuPm2>dS5nRt);@_sLj*$+esQ$6KU(LDo;H#<|kXCv!> z^Qwq{TfY~&nFCsWRfVl_sP3Q-gywMyFeyIyMznBe){S*Rt`Bcn)Zf2 zt?b@N`)YM>Xo36qavckZ?J4(Cw-wbAHmS>R#_Gp3FaPVh=2V%sN5q^eIIf#>g52;PauK;Ux#(E^sqv0F zrCoH+Ej_=NN0lNvH~F;Hro6LU8=NwOs&@b@s_u6N^Ugw4O+`l7UQD=*bYzsy{d%hP z-0W#xSdbcis*%HAb;})EV7k)v4E<~ppX8( zCxJdbo3^W;I)2n~CD|<3%-hoMsymk$n>eCy%knls>hV6BDc`BGzN5~hFu;+0=`=%) zmt2B1>Y0D-0dt#8m!+yYP>#VdvBiSVN_8ns;|^H#=;6{#pI~uEF6Cs-_Lf zfCm)?5jr#q-vDkmmA#!^gIpeh7obM82V}L>Wh}=2lt58YYP<-WSt;K!M6)x%Z9Xil6-o)^2{4jXFf~xa9{paa8yX z{qbu6+5*SCzx#3ltJEWY%IE2aSa`JN0}yF2QQ1)dkfyXO1LVS*9P&uBC`f<-&s*tC zeZq@>%>xwD7e^)L@u%M?h*tkE1YHB;MmVwPtz+W1)rIZNcy`TdAJy*x01P2R-|%aT zO>u5-UmF?}DX>@63PrCaySqPL;Ak-J-&>zfX%Pi01FQu?FF4{EWcUhr@IR>JQnKTe z7ml`@N4nWa#<;e%wiWcC+bpgOnicc9NyX0=wfaiMBv`i#6}qVmi#jsfCg$ZoiX(}W z4)hZ{fU^(K5)#g^>d>80jYIEe8Oc98a!FF$%yx&Y-E{ubEcydqQ(A-M z6^^(n>P{%!@vGk8Iy4*C_tGKAarVD0GkZkCLXF3nxfqrt+I~}28KC~3i~kSmjgktm z(?3Hj?rAzm)13E57$lX0cKm*dI`cAjVo7Q38!ubFXmtd*+%+_pukq5CLok@=**T!B=yl2D-WLx&$Snr7D-L2cqMx*nLS*^>)%nLA6W8$HZv>~WA(dl^b%r<+-DnhsIDg(g z9K%{La;6KAC)M)Dzdq=%c-uK~m~AgPD!iNPG>wIbdkK7cKS~%PS_^jTNBaiJxFc6M)9K=wdacEG4O;{pm89Z` z#(VJ+YB@~Td&_m@JM+Rbe&ccTs$}uqQXd}x{B9(Q(+^`@g=c)!qi^Pu|DDRqo(Wjz6HLC_iwr{7q zM!s~^zXkS#Z-KoJJn$qrnZ>gy#L7{|)RTr)f$Nmo`Jk3$BKB9i0n!rDIi#X4yjQT0 zCb%nl1R#BJzi5AUUj*D^!#>26>3?dJw+5oZjLPwifq|G!0D_|yoXsUYtbMD(#ib!@ z6c;~n(XC>};w_VgZspOgxaTy?^y!!Ob3lY` zd@`}X2($KNO{kXQDfMkjHX<>gd?C6-XoBk zZCHaUzirFEfbXGUqaEp5(5gJcr4$vbg!1{k2?1IIZz0HIu5oS(tlieGV29#fKtkRG ze+BzC4wKz?p?an8y&NP5X^|Y5oU^%4DaU}c-;zKedDud=c|zaIsik{RN}RMdln$F{ z8P)zrU7`F4rn5<=TEkTBAxyuU+A3eD^_P4;3|^ce!H+U{sSDNwql?zr_>C1M(YZt! zkEPt^K@1~NO6RZZSE=8alfhP}y(v1LYaMc2U4*8&1zgOXmsv93VWyB;(RrME7_OCS z0n0FO@wjNj3bsv^J6f52XsB-0#=@9EzHoo}Y64yTf-VFddLA7`Md!r?L$fq({vF5{#VALgCCmtlwdb6_@|NbC2NX=5~1dvKUtoS@1vC18o#(TvR@ zE3sbp_CUo&m4+#j2njL+R(2;<%(EwzS{K_oXQkz;1a(8R_juwEEPMD^fD~}E<@0a@ zOfjCYoAWAt1?z_Zo;fSm@VQ3i$HmXMFyB+HjQAsW&i8|^^y}zAcDRNXq`x0e2f=q6 zP1i%ljT14=Igpo_P;F)Jh6g^j^z|Z)t}Sm~%M~D_0OI2l?-Z?LIRtC|S72W5vAJE( zuCW@$4hacl^qrbXi5d1>w@pw}U`nx>&w1op%dh_MQ{h8rDb?q@aOnnOC1R!%a!`YgGFHsQbf@Po$vqr?iz z*??6$%lp!Cr`kp~ZJ-ckN78=O-t@#-wB4ek@R|q7JTELw)md0Qf2R2L>@o1O> zzK2=|S4mMVOTbX@*o}PxpPKnE54x0oaUJWNU1d6Noej5t(TIW$u{0Ts@|x}Q5#)gd z!aInLnr4EqHiW4N-@JLvHH|Ezx(0fj`!BCxj@48U4M<#bI_D`HGkgA7tmOlfMlRiq zajizjTGLug%01O8foH=E7hEGdlPLmgY!KA7^p<`r!rz;G$tA&DK7=o)*k#{4&@KX$PY}Xh>4waZ)vsZzdPcFv5;i++)X(!-GgMA`bB!u7~<$N<$fgCoga8G zrOrT{&H7_PqXQ?5skcZh3*dr(;A6~|-vEu(hRx7cnZtEb|Ff>-qGHEk{suR?3tz+q z$Zp~+=Gs4U8~qyDxN9N64@oo}Y;0|4mry~y^ZSmqZP)9bQL271=I`_spe;aaNa|^# zGAO68aG=7EPT}GMH2m8S?sNGQ{P=FbIx2GA84na6eb#s3`V)qF9|*cvJi0mc0_GI! zrZekBMzavKBzt|EQqO-!_~*IHF0nURW%nnn1$;rwl&bz`@_AJw&nR(K}+=P|; z(Ex%ph8*@&f7YMg^6LiwPI`5qlluw0&y~K5jTisU$m*92`qGsZiFAtZ^U-#6l&!5S zbE=*8ZSeW#p8OrX)rO2cU&Z0amYCj-1R;cULnc<`C|7G+chuEZ$q=wBDISka>v+>- zt3ChBnX+FvsPaMb;#-Nh&_>+;M^n6hzs}YCTO^FOtQ^!X`0E?7TVsNC(ec#{Yz@HD z=2gH1`*`O$IJsERq;6b?V6S{Sx^a#FWP+xqIL_^{ z*^cJwpf>|r@_?7&QVdR%iP-t-`m5h0evOdvp8xmWQkj=u2-sz4F*3F(-=`;$^8FWd z9n~>~koQ~8?I8q>*zauncm!~LwPxMx!*9MfRnB-~CR?=ti^?`&$04;bP@VFdQK|sE{=}j{l+f_`xt0GcZ0|rz z5Ali2Zv712E9BC2r?s)cqc|30S?vq-%q_Tx)3rSKf0Hg%iYVWeqM5%lwR4$)$#9Y8G?WR z68ig>gbpEa8X2RnX8M9Qu3ErH83;L883M0`c#9HHNW;+a@5XT;WMh9TqXAU> z_(z$Kw{!oq%*Q{v_)v7OZs^_e|EbG_b z+kC&nz5TOQefo&s?+>wmz5BCM!6@93a4zQ%fnlZcoyGSFBxts{Pt1PrVqqa>wS2{3 zT)GW$3#hOfB-qXB>E>b5t3t#AWhC)6pqEGZWE&?-lI+qdQmKc`PZvmqJKH?GVf~R$ zW+%Q-5m{Rb5(PP>MYf^O*?x2>YAQRW+v?b=`7w5Nku!WGq0;*tq%RX0QCvi4Og~d1 zaDdjj`reUWN*~?*J2USmLK<{)9uNMH=_~dY^CW7pk`Xof*d!==$zr2Sp~Wu0WqO-1 z$w0=Hm0hJqda66^={5G61++Q8R>&MWQ)m|+w2h8GSR5-1$cVw)KQYJsGi|R zG9Bv`SNc>sbEwKI>K8`w6_%o*KhPFQwW1!b<@&uplchxv#TYiRAbsLdoc4diS zjN*V`Zkf!AoaNm3%}(C}k->U3@VmUHWWJ%aojgOAbDc>fr4-pFVw6ilZzdO3(Uo4w zfACkMo}#-+w0_LJbk`vwi6aRw^`W*Dd@J1S01G`WKip@u%K=E4RI+qg^XR-Gtfr*Y zeC-YKrzy#FG{~#j!^tY*2BZv%8XDMMi=*j`U8Am*-h4L>Xw|q0iJ*36acDS+M+!j{ zGMag1*gx80jk!+C5tLtvSA?@RIX#6gFet*7h-izU+fbKLyO&O+5^lW?&w62aQ$K2d)DE&;H6798n47bgj@}aWdF^6t_gF&LNnF>9H3=i_6DWZt zeZi$>60fp>MC%C1ByE7(IJcFQ|1kXC-j6eYVx+@%H=Td@EX$VtZayH$V)+h{`{O6r ze}O-5Xz)*?`O6&tx8e^oA>-eOCHnt15;6USmh}H7B;xolNc7ja|JkVj8i^R$nEp#4 zAlK9t4J(@^)(24FBm-ewNs+FUSQs(nWgjhC3t7-9I%=C%xKdk+wsaG$2Y6wr^6M!2&YHwjaj^n>HKKp-kU)mY+vRFe~bx&1%n6wlno(`(hyQ#sFK;4;dZRd1Iw zP5zW9NP0Ts{pmpgeOWkqP`pux;rIReAgvN3DE_SVR|EnroN|Tf1*Qy@zPGq>SU=|aKX&Gq2y1r4BFv4=Tq)Gx~{*C6#1LJtGZj^cR7BakR$ixW8c3) zsa?fad-qjgJ+N221iCe%$T;RA@b+kgrTv$|V%1!;_K9b5jWFc-*->pRpe8r z;5&4UB+qZdT|&}wZEwlROVej61w|xjsLtel43$WQ$phP_zdc;Vg&=dcB9s`Nhr_u& zFNQMbI%BdmvlaU^93l`P<7i~5KhG2%mx4I3$UVEY?_hpH<-qH~HtZ!?+`s&vO5pJ~C=Fc;?Q2(F>2A3@4Fy^JaQO2FnZL zyRyy8;|F!`9Kh`0rrh|L7`YRpz zgl3DKnv^o|;_t$YD`m1IN{t=H%{rob=ilqG;Tb2=73$8gJSspArA?J3>v~(zpUvi% z^iKGoqpAA_IT=BND`=5o-{QN6!fup+|FAn$?3raj_>G@7L~}-^Ki?C^(#B2jY>DJ1 zRu%8iH%ll_tsG~`m*(>u*G;i%KwsNMBnhac!VD66NM9eLV%_Re2`^G%IU9{A!&ekH z*dNqdlAs~!k|ri;ZjC<3a(VidG4Aq3oTzolSHBkxPsv^6d(u*0Ms?AB;K;j_Q3wRn zbfB)5pUZF0T$e10bso!y0PkQvo1#$;R=rBBN!#*8%d_Z-){lnoFkP_kh@3qZsjqoA zd&n2P$rv!`8pSrIlier;!o17A}UF%U5$eoS0iF$q^AE z|7@&z%lUm$l+3NYjzT77r_Q2#Y;D&Sm^sT8BY{c0@|Nq^X|2MgG+Tx^2~~SuC3wci z%~lbY`(i@Dv+CmlX77R#2=jQC{s-D@mw9ss%)Dlg3Ffa@9@*8=WbpUgy4JwDcBex7 zTq#eJ3uhBmkw^RI=hgx`-*}Zv{q96U%H?l*8YFoA5w1ao*N?s5Zi)RbpnAdu{NLFG zi1sz2a)gz`PVS)09YnL@E||Ro~*_P8ujrv>d-E?LSVeM z8FW9=yh%DH>(*cu6|aRV5gE&L2ppo?=g-}HeiRVSve2Xc=5f%W^=vt+&~`jz11y*J zRE6T>gh%IiajW-2_8ryx*=m=+Ek{czOOdg}x85zzEl? zJquLVjD*tDVypI|cB4@eW9Fa;Tc}7mzFoP-oYCQP>dX$bm&5t|)n4OB{x{6;`mSG0 z)YlHSF|RX9Wg@qh+e2Adv#E8ZSW1?w~10 zc8lbNn?A>n|7%~Tf3We;rF2TLCv`A4^V+yPPn`EO^TKHFKTMPnY&VW$Tjm9LG#yDrEIlTOV>!#n z90&Br^>e2~MnotX;1EMaGZVuTt8K8q_Yd~@;YrRE+PmMN`3kFQUtFHnIn>;b&k|AD zseos{VX#J6Dxe?wnCgvQy1PY7yOSOA$3aBjrtXE)m(nm`!282MUTFOi^UL6)z}WQg ze6@a+i4NK$a>xVT^1lFR=Kq8y|7L*xU)U!Afd9QP`xis?Z_41<8UHKHzMcF39%ezT zeOAMcS)(~Hi{wREo^}HF2$@;XJLreXM(*Tp?x??1DxT0Gl59#5= z37cdmporq*&$IR8BeWMbw2jgGa>i*dTrN6F)G`DQYyl<;fvWE@Jt>Bj6#BN9 zIbJLYWc2ENJWJfR8yd|!5iDXARf$`Iwy~H;JN3KNG*wlhl}pPeGgD;)r-x3>rG`sZ z)%ROM$3bOHbgYlBH(3G)5Xh_IGK>bV;fP2%%-*()+z7JP{XHZYy-FQ*^y)hZ4da1k z$pTFvj8P^jIf8E~ellit?KoF072C5_^g*|4NTsO>=8&4HvcnQKqSL$DXqJMn&~kw? znUuJ(cQ1!^U&+I6c($^?u+%4u$ga#x6W;dRio9$NGKq+^i@Es9WZl&^G0L*bAbHswj6rVH$oP;;2XR9A6)HURg0OK*a+WVZ$$AwcCZ6G z{^nW#v4aEH@i*)H_YP(TLT2Fgzk%OndMmZ8`0uhwrvGY_|GA9w{}B4HF#p91|0knV zTQbLy_~3=HPw-$zUZSbvW%C|fFD8ngFcfMCAzZA3>Jix;BT}+^p)GPo|)!^uB54$xJND(Uq?` zlWmXM6=Dm$vF&~l*>Ke7(KEQP=&}Spi;$lFr?!{RS^g)waV+SMwGTnpblUdkwl3PH6^CH z)j3h^C$B^z&ignSj8Kb=tYn}B@hdTj?6KuOy?{E6sY8qTgsl{veDj|yq^~yJtgLSS z2tAC!$jC}@g1cYakESB*2GkcPD>?<{zHwvSJA_%ZZrHKDEEu|MUcXTo3M12%S9{0U5?GLiqxZf?5OFQf(M za4Ry@$)c~)(LORLINLhKVbj7XS6@C79dgdm*F8;9kKZk)xr-FgDiVyhWP|MH>XWUV zknu{}=IS)*>L`ln9fu7Fck@|ZA3BHg&LNF2$dWjOqz}NVsj3Huz0(O3oV&A4Bohuq zdVRWX3h+^eYP|w*c-$7}#pt>Xw~dqVX79Sxzm>fr(qOnm-Q81xXGNIvBkSvI>g{+@ z?i|F|sG7y=iNuyQvC(CL^OsG{|EZQc-QZ65Irdu#>I!QRGVKxh)?swU3WZ}WmI(ZR$#u8|Digey!~YH%^N2h@M+opV=HH{(iq%Ds?*^~zn@EL= z^bVXS;Ex@|V(=(}VP#GYjkR@tC+GIW5D2wOmUgq!$W1S3MM;1SQ$POASieyVtULP$ z-OeeDVQSk74!6b4sb|7Zqa%G6ACF84^XKV?1ur`X)+*BT92}pMm}NYYWMZEO?8wM< z)DC8yb5~c$kLeH~Y?*WjhIL}`Ww=mlC>wPgmbg}1L|)_v>}(x(Swa#Glx*cvOQ>s! zq5Ip^GZid)8cn3IcvbYf#|RIGxZ@v|2dW1Ui|X&{9)bvL+VQi1gD)BtHo|d=y-glFgPD9d!&#v%>^~ z-jcukibs8azguUzt^(J`lH>yKb3iCX+^+)9pwDcA@51?^;&)0vO;Bp5h$TRK_PS1O z61VuucTbZ|8rc)s@-6p-#?V#RdxT(y+%PI<1;Giaua~VTC)%`mSq8TSMLj;<5TtBQ z(wukn7wEuzwmTfy)xPC-TT0zqZ;0;-dqtant^9pD^e;U4|DwG9!?V&WIT<***&6-r zPU+RmzB-x`vN5pJiyN7lm^!}6rtE;EX=!7xWUFsz^dCAUy`Y(+gS?Twkd2kCjrE&; z%T6x=D4+JWHg7T{p|QTDgAx6|_FOFNY^v)UaR>|~SwDET2&HYq&@&iuW{u*$T){VaB#bO5DJys=Gk9FdtZ8&g zc{o~m_dW6opRrXrS0vNG$7itrkN@CxXZXA{ z@`{_AAFlblTH)Q_U2Gi@OwG^FGm;@B(rVS&!d6#Tml{se_MeQGI!Rw}n_TUVcn*2o z9&bdov~VLyNJ&-8O0kGKcScJ|Ns;KO&%r6Fs*+m)3s$W#l0ioIdYiz23CESUzbyVq z!eO&k7fWY0i4f*>In~~lj892Pc}TLIl7tOHz%sy#wH6?rD&?TDP}?fZPv6u!U8<)K zYPp%!!ksMDVha|H@jvo;eR)O^A5=1@p`t4M6}p;G0e5vZ#wWGS_j32kQ1bn9=P=Ry z*)iC+ACnxl-F*Z;G!)%Skpkw?3Na7gl~Bvcskd0 z0V4Vj0-n!K#A!DqYcUP_pr^TS zG&?^C(dx%mB!>|Pc?{h;B*ZvYB*?dG_Uxtw&Xk|b>8hU?P%QOp)CM|pLU!5IYvjDg z%4a#L$*35_g};SBXmmQ7tuh+Yb=yI^y}ka^gQ1to=Kv7gR zXAdVN5e;)aZQOIk%q>PkLyMk8nPn@k@_KZ(Pa5NUFH^2Uu7&EZJev2uA_se z!p_382ej6gCOnyR(uB5$!(!c5cZF1Z9(Q>yz+?|=yJN_t*q0Q3iB7a%C-O>-$nSdA zmXsVn-Cr4i9rD6u19RIL8Kc93mgwl{td|??zM`3@`uV++ki9ra0EV$wgxq)SMtdW5 z{H_v)?Th|f-n(^wYk__0+v5dP4%)0nst1?f-@uoD;QC_Qoh;T)^MC4`;dMHkt~MDn zzl1H;iv^c=h%IzTS6))elV;TZTr)*iSXh`!tCKxRr`wX0ZKtCkC?lj45RSvvb~Van zAU>Vn-_O$KH!wJuE!(FmiO%kPtPTfT>|ToJ*H#_MI0aKQIS@+``bi{M{sO0 zjcbWN&352?y)=5lRpY#w@GS3Jn6=2mAkqV0|P?| zw~DdrJqU8Cgjgb*S5T+cJf2t1`BT`DX6NV#6PwLyj_())dAz*J`^l1Nm7VGk%x`>m z&Vh%%STnA}w^Eo10qmZ46$|L!t(NKz+C#H06tYj28^#UWx~{#so^;NLg`$)NFga#eI`l zK=&VhwsdDcgE8mHq>!sT^y1h=P3CJkCi<_AhZk)@!h{aa#HorWsz1mBM7h-1X=`eOxFsyk$mfq+* z5*Lzz^kfkGVhxx>LPFSMZ69kF5My*!T0Ig;mTWLuQOEgzA>a^=Fp@<*1ksmATTGP)Uq%HSs(>JrEL^{p1 zdN#LQ>0|={0cG#crJON<-9)$dul!+G*5@bj)f1c09t^qvNf~- zfM~+5^SrmW&#$*xla-T8!fRAcegNHNm*HfIYj~9^9DPp-n9K0#Kv}XM%ND`N4P;PA!K8qO?!O#`Hbl7SZjjqk?NQQ%p z3o%cRkS(Lp3bbho7R*db%45X3@u)hb5X(PXrNQP_X$(Ac9?w?_3HDnQM$hD4{xA;~ z3PKtnJ1AA|GDm502_6ge2JB65X-^|AI3U*kHfVva2vr{0R=#Jr!yks~>t=T_ieM`h z35ov`cf8Etz|~+t0Az%as&E1gmf~)V=Tx4|E%n0BgeZZGni|MU&x|gg#}hW#{EkI} z2qA~i+oec%m$om+#BzeQ$|@>7;lwG_2D9GZ@RL;^9p#VcHEZ@ezr&-9{7h)@ysyI6 zs8yfr@+P5W^m*}wB^o;WMYzFj4ER+k!ReE)fei&@(-TV7OrnY!bdAMi$7>}&e13Ah zSN0wVVDplwF7oHil1(nqFnb_;Jxu(%!lNgsqqflI)%+j=IvbyEIb@wVLEjc4^}O63 zn02yHz*NCiOgG;K9OOW5zZq<@f+YLM7HR6AJJ>_daClVfc62xT{!b}$d7b7MGqC-Z z6Kl?iA2VW#G)4>ywx*=@@Z8*9S%0lIG|`}|Mmpq?P24mZp=OoSZ&ZNk6htTl?lid?p@+<-OHNRw3aAjc6(jX`VGSzZLK zl@BbKhh&X{pRKmys5YDG?#3id>yc{9YUihp+-~*s^-aCsw`rC)?oHJ5HfxW;GldOb zO-L$g0z6+_Ky^aJ+4yoN+9Q!gzPCB1z)CJw^)1A3W;7WKi__it#slYGE@>r}TjdXh z<{VwA@%bWAd_M0M@+w`asJ+Cfk0hd=X5HPvsLxgyS2IS`n}DtS@f(Nn;#evqyS%z0 z3m8@pFD%>oyPqko6jzd^MZ>Ylex3(Xrl3Sali#aV^Gft9DXY~49MXa4eN1})oTxTK}#T}-VvvY!D^@dSb! zNB@V8FKz8OtY%ZO#`P4{QB=r#QCgci=ytdSxqj76^F%xxCL`4hY&O) z2{{iB4~K*;7dAJCGbpix^b^=PI6aqqck2*H$~s~Vdv+3n&h*M)uoEcQDO=ytyfx;#KGmx5Xw|uf_y&1!-kg5dECjSw5DdVwgCl}8EvK0 zkt*y2_n4xdKsa#UHiPBT<))pvfw2;5e1Xcj&)%gEy0v;r045;k)Xp|7?6_$?V=4I2EFdKC=kDF zO2CXLiGvl$L4q_vv&S%|nbG2ho`Z2zC}o@~&RIqM+SSI0^wmo651#-JQz9N%y}kVv zHZhIQomQZl4;G8twW5aJOpS50P$^$gTtOkao3xOG5ra;fa-%9p&j~LXW{oI1;8<5# zVOwe2PDdwgvHI_J@yZd8;osFR!j7gbysZtuCe9OVjoEEMu?C`c7&jSdKF=vKmb?;Z z`9!tiG#5-!O{oIO;HQd~x)NUWKTeqm@^j%c_rDIg2mUOc%@y@T;PYtWXB3v7gyC_` z5*Rnn6Tojba(hMDsLge_=BTnwO=8j_%Tb}isGBqf{leG2bYO;I5&>~1YMT58K|ROE}v z_3ph%<7TxEVjPST1|A%S>r)faYgwzs^pj!8&(KX zAyE67mL;>+{H5bvI5R0$;X=(8GH()zSy8aWiry8W|FG+7i<|j9fT}7`6FS4G97@l+ z*mlz{f_q~bHqB7S23N+<9dvnTbr8@9<4+aM4eVT+euQ}0bnWsI{Tc&T^b7BaPSqls zE@9aA3Xp|8Icc*vltb)iF_Cvf$@3Q@n}iR_66E2P^z_OP2$f?wI5;lLAK-i*8Jnqm zo8pZR#iWx#!GndO)l=mvj1nVRtaM(hK%)1ubW#&)Jfhu+_-9lB5}WIKFo?Xgs;qyx z#ZAdjux&k)er)i>aQDNu-obHT@3C6?!odBP?uBX-GMEVz!0%~3+6{SAmbzb~3;n8g zXK(@lvLX}62!&Z>Yz9a_fBuZXMyW{XgkI%SCHlyPSqLQ&6h#x4zwLK;G(EQph5gAi z!3)U1qlUhLd~z!Jkti4gaNiTiiS5q4=n3xt^)5`+gZGj1jw&6hU%q&x@%f}<$7#yw znwjxAR)bI}G&aAeM5TTn`BVU_9Bd$9Xh?zuwjkHPRvrmb_Ep|c{^<$I*ps)(Mv~g0 z0u8YrwC@Okra1dYz4Dn)_X(%Z($sNj*GW|1mrQoUz`;fRUEX>XONoCVG z(GL84BXTM$qZb_kB5HaE;IHtuzx1iaB_>X(eZs(C1A*9S&D3%$Dx%yM7HciEG&O0m zb=o{Rs6M5z*{ELC>;m}#(H4UNuCp z@Vt~54#chY_+wp5J`*xBHdZfduurf%mO;-EmHk0XfIt%90zKJ&;}tYJovrFD+RYTH z%w7QF{P}uH?lF@r8wz{JOfbv&>pi#Uo$cej`d!HGuJKH6@$GE0%h|(&yP8eG6-rqG zVaErPPKpfA?18HpH9eM4=}kRU;s{Mt*>KEDy0@`wsp{(P-o!bqfL3Vkyg#1BdIkP@ zTE7u~Y7Lb_R$ko7>ZCUur%_eU``#$n4WPF+H#b{7{zPCgix%me5saquP_JgTw6w77 z$C;9D{+`qIC?z>VVkf7d2udk28B2dsBM7?g{mE=%@8DoEoJ5rNQInW6vy66d12}DI z2g|MZ^Ml=bo7W@F?J~z7`-fdsb#>z{5v>2tiCC3EqBEcU_78HTd!JSbekoxXP~WWExDlJ{V7J2{x2SKc~H!3vF%@y3OhZg)@xI_mm0y`ltPML}Jm4KnKDU zw!T71R%PGV*jSPsR#QX!d5`b)AQRdkwWOp(BozI5?e#f>Jare3*N7q#-WXNy*6U3@=t6VNuD?&pRwujL#LJYlJ`9-ks~Sf+<2J zOHol#c?Lt~k1Qj2i2&T=o=`P{jHhC0AZn^9lx8RGaa?Rov1xGo%Y#&Fw}oAsx+ZEU z?#RdpXx8WXW==a7o$GYC2C|TAQ25n;itptD89%aQ&Es7f_^FaVG~%WYG9G95ZH4!< zd#Lg_ibB`z$x>sF+fXc=%+6iRv&rCWn;@#Xmevs0?*T)0YR^OxZCZg+hc3uMxq;X` zhzC<+y-)C(28Yvy*<_${_}0hMW?XzOPFBHw2Sj6l4?>R~dGaS3N}%212E5OKqP{>5 z<>$|vy$?5YdK>|syj(vU8rVYvfGZ0D$wF53Tc&ldC?McFvV8m)0+>-1!RQ-fuAkU! zvAM~W)e>95GR>8hGmFqpj9vp-?#`I3wsOB?)GL4pM#RCPVQ7yuO9qO9#^-XT*%PhS zv1~bh>PHQ4YT|?iXl7Qn>>kTcn#AT&6fqAlSeJMHyz|2&dF7P!^uXw%H{tbua)s$R z&E}VC_?~883MT~J90jT>!Rav?zFGKoN! z36zfEMCrO8NE|0nrJ{##ZlIf(oV?tMDY1G zT471aK{M3tTCRaBAk=#>1+ol=rx5jV6ktGO&|b8^KFhTV%SLt;;^R((F>C`G#Aey^ zN&OnOXvHluz^oFmS*L;)LeQvF)7s!UF|mY)35yxHgx|m2;xmeokx{Y~XkuOJWR1Qf zE+JvC67AE}!*)mkqzC;gceob;DNz&G3+Vu)+Nh980GRolKLfNs7CGn& zxy9_N3z@Hkl_<|y#fb>Wu*)@IhBq6YG8Uhe1Y9=3h~&ft<*y)<>g@qCh zXqv>y<4>{$oGy>Y)nlZKfU961Kh`%b4lZYS8bLzq%7_h>JbvP3N3?Zbg^f?-$s!Z1 z0{Ekm5J)$MmvD~tu!MvJK!W@E*gOt+zBDcu&74g=jG4Qj<>lq5StQyCj{EIcxdz`7 zk11e`b1eEozII5kUwt$smc7mTeC}sLLA^pFlzHL&A9o0UW$K7n~_9T8gG1 zlBHuFSwpUYuoT12&d$%DKPhBWO-)U0qi`|p0n(x?2pIz%T`&b4ENORlx2lRMnLL%x zXZ5J++i2*U$Deb0i~7L!Tmhfus`FRiX&do>_JO}{=->a}Z#o$n87L?yGcz-wmG?%| zuA0~FI#lSGngUMU~_>PhQK6_wjh|BB2(ZQkGqX!ZXa-r*i5DN>- zc@q%8VkDG-9Hi+>CdvKdS$m;OA&F9=&)s=es2Rcc&eoKDc~;B$iq#)7DXh`{Gmp~P zJ?ws289CPRv9Z-(2V(B-?iv~zBKcli7i-LXUheaGcLAM>JtH|8ySfUHal(mhF9B++ z%lK5QDifR|@ZSl3XN3B+tleB$AtOpwZSW{O=PEKCbn#9SX0YwF= zHfgRMfS*EKrzF5;>ZJrZ6ZRQrwp6Qc!yWl&TAG!rR1USIq~vrz3^M+<6d>6!P~(f; zJsg!EFh3(|CZCW@F9)e}_`RPl`Tz$c$qN)C z8}w|@Gyo#oWRy!4a|{`Fj;H?V1U4FtD&fxw*0+F`<7!r%b2k@dS41OGC0^G?8>sd=n>$!vMnr+q9AEI>6nsqAX zA`Vl4d>dX?=$PB`#PUZ%CRO~)=as4wFu>~VGqV!rTRrOELytT_NU)%wdB)qvp4-+2 z;Hy$8tbOm%hz{2Q5(ENmQIFT>KStUl8M|-y0VvzEn5-m&;oZH2_4xcr60uw5_ z;;GfTHDrD=iF6iDl5*1m%M777D*$=AM!H$2ky&n{3$6jg zY)g@CpG75aWY|J7I_-wv9~0>HMv2^MiBA6jQwu*>jp<$N@a>xr~yI8Y$p z0LW06^IfAkh=_cHz;w%5{S%q8mw@K#izG0C7`L%ltI&tgBknk`UIeAFPhDa!| z!5$<1gQ8TwqOE`cc+h?=B%;IeR>|78Vj!gjBI(l79iJ>RTzOU1gr7e-0Fmz_3P{;a zr@(X_P{qEE#Zt)aYSzx%ndFgymfL+YYSzAiL$C`yb8_qloMStAdUC&NDJyr6n6zHQ z(0*h&UZ@VzN)@FZ$pz+G_|r$DI98N z%}h2~0j#FXw}kQYgZzw#PX$gDloQ@x^}{73C98f|ib)kTgJ7{^mg$&mGh$*;tjmGn zZ2w*cb7A26WND6=2ndZTtd>~od;-(02~9-uj5L!3@0og z=wruP>@@*kMl!wJueMGaH97_e7>#l(jSgb(c4Tm?7YYb8i9^KYaFt0m$ zYT(gn)}^WhibD^R@+d>x!#QrP$6M}q6i{r|<@dj>_>ecyt-Dk`X`EsCIkAPpi( ziISBpEg2+(*J*GukkLV^9f#-Gjyn0j`W2Udu2*E4~MXIa^%eu)~dbjW+| zGcO^i%)0G$Zi}a6dAOy=-VY5Hu}FR%@*9ZO0nsf-FC>05FyH$2>Mcbcp2>T(4~cHq zr!y}hCp*Sjcf4aGJ#s7;rCtR$d6J1jHK;$yW#<^FWVf?2)OA$p*aUL*yNwjw)l}D? zcGexp-E@(Migy`N5sa}wY)tn&+}zyc+ZLS#?@Vs4x#X?W4}U?u)wU8)oOsG(8CyE( z>{r?A$2D8TJ0hC!4;FfJM!Cy}%7yNXQ9Mi|<+M(g+E>c)Lu~O9C`(3^CW7jqnY2wD zo0(I`uZzQQ`yTMV_kR9pVqq>Y)Oo`4Qp{0qGx>GcPK5V$;+bo4Z*{+QOQV{ng@Ip* zrmivcg>71);P{&{JUo2dwSQtqab;!Ya2Zzq^)NvIRbYvjEkU!~x@4~B$3j^r0eZH2 z;5qng$`t-R21-mv>Tb^-m{g;0DZFIU-xE%gil2YcjnJZ?o8_t4d{C^Qpm0LQcxQs` z7KIW{*mYozWb5IZuV*Pr$xBI2USu&cHJvSd z@f}$wd|t1yeDmgWCnqNjqQVslsi#v;3#22j+<@%NFmsv~`vk)7<`b~aDAJSjIv3e2 zNRGHDD=HH8a9`;B&iE_n+LZGOL*a|9C$48FheugZS3FNre}Nj=I`$wC_8VXXg7y|j z-K9QB!Yb zsk#yD6o5-L9W+BDTRjXrtlf=B}2R`;1tqn|Mr~Z?kj7ew0lLLVb7V36bKi~el&f- z!qP{1H}4v8O;gY4=n*uD#-3BZe}3wU;k<*1##z$?33OaGN->2sm}tf@N~iZUNZ5$} zMdJNwX!$`jmveb;x2%x$HiKEV2y4qBGgtAxdF@NoggHfV1EB1Y5m~S9_O?7jywed9 zLakr^#8JYI;$juCzpu-!fhiuJ|Tz%Y+?a7&9U1d5D9pAc$qW_p1Ly0 zjP0R9pHI7QsJO^~G!_ZJVKSIK{TFMOvuT5W`wDPn`cmWdX36Y7@qBJafFt(oPBA$5Ln9)Z(C^Zi!0!ZT$agc{J(~KH z_v^%8?m{RYXqm0dWLBn=g7`wIyj4DO{RX&vq7bpr(whEamIE z0R#|ieP5-cltjm6c_tk9&z^-Ov9KZ~NU!$4%|P z|1iqh1+vAXH;ON1)O`H-aijM9EG0stV8i2O8YR%kW4S<8@`cUOS~~!R*V54u`&`Gn zJ+9(N31>&G)?NJ<6SrIB_{S$#ww~quoZJ6zeDVtw`OzRlU!%U%rM%wL8ju4XPQ!8Z z&@dedP7>;muL{pz$_5DGYNm`+@u)E*d{!M%zJu-3hiMIC)ZWaP|{1XX| zGYJXF(cT(Lfy;JL8c#lJR0S36IVkiAy=d(ZF24WZ^ndB(8_%7?7MFGY>E4E#C*8KU zJ~5`RsekijeN2Vu4B+zBdOah`r)y0rsG_Gq;T{LmR|tAc@MN#ibBc+54G$-t7rfvv zH@C20bG67b);hH8t`16468#srNW9YRH&=$I;U?_hrX}*Ez5AD67C;5(1sj^ibR*RL zphGp%+zQ~i6s%yFH~|7B8(!exK+}cqTF|A^Uw6!5*43=Bp2L681#Stp2*=lQ);{9L zfXzE&IO}iUV^C=TY>u(|BSHXs5uN%>hW>9q%aRu;rFOTG(V|vXRHJt%{kPhgC zg@sKo0tHU@x%*q4BsC*rC#9CHKkiE){>fc`nju&l4U2P-y}iA|?z!rfspVheQjOSgTp zDCO_$>};?>0*;BUO}{7J9RU$x(!&~ zSfK%2PmhEPB1KvCq2>}8<6KQ{Dx=OQ5yZZxxEOzaEpW~e?lRwf?~eWAm~z!Yv%|&i zCV6SdbX44ylXj5!qAU|GC#5&p#Eoix2ov6ju1yk1D6_9mR~P&4JP>_pxVAuy)=b zc;JKjBuc{IflN_YZsPiifqUt4G&DFhP{HH$m zx`{Fb{<$qPjmw}-TVwm3S&dNt{dK_))6C=EV>tEC>ZLa?Z1Wk!9q3{#4B~l@V>%)a z-Q6G6bD3-u?yH#O?Pj|{z9X)V?~nKh1Qg$>pOf+MlwQx>%hgGzg#JkE5+PpQ9XeC0 zOT0iEmd`X=W|cHgfqrIHA{UiXtVOHgVyttxHHV(e)2zLO#9=e+{;sxfGN?UIgI;ut zbK6tq{c68HPW&wa>;;s98~3kSmK@7`w2udVpBKGbdzmE?QG^0d?b)j?;d1IDlhPjDGsI0XHmyiQogcqv5^X(_L`m zy$^PZ5n6JR{Mx=6B1bQmPHaN*j4`Nb=z(`VM!A1o@WiXyw}v$rVP_K^a7xyc=W%LM z&87`zc8&?#FzV3_E61I{J-KJ-{0EQLM9DAc_<~$ldDn6{U#qydnClbzuj%GY%GqKCm68A>c9duewj>IuX#%W+6L04L} z4*kn-Ka}bwuQK%MqIQ7&KBoF3c$1f~q(+PgJ1Kf9!8|syX^=DaUZKv z_aD)9!Rwt3y2BxKcFk!>)8q6b?ls49A*o>_^8HfD#3d*Hj~LII*%+mnUI&0J#t&YA zs3gR`r`l7wD3-@Qj~Z0Vm{{(i}EI@=PKBobiFZLDkwHqf(M{r~yY!3pAm z7ifc_1BtcM_T_cib7V$&!%%~v!3sLLK^;i&U@4nUDX(8aNDwtzen{>59SP7UBwyEC z1ux|YNZtprRybv>EoCFa!)3+;nW?F%*`+B3q`c0yus{I8jKlAwa9VY81va-;T*twA zX|3FJ+eta%9~>Mp#+4V8Oe@TQl3VmhMQ8QYFXP}mD$oAoQ zezqX+@m2vN_%DLh2CalN2KC_IL)-qJ|D*pR`2Sab`yGl!C{+_?Q2YVUN!ZQ(4|U#Zp|P3b1QFhL-s;aU<#||7U(K`L=BThO za5plVs5*A>?h7q^RnKoPFu^M=?p1S|3$JJc8n^#z{Mk-gl=b0Ugep58XVFOnlcu>Z z!b!zfBA%~$JlY+T$gaOWUXDJDKR+>WD!FBZw{mNSd=*E0xz``*z8yU^j0G_X>3Y7% z#72MQtc3)29Eu@C=|beym0Lc@_b4G540c*({kRiIaPd+FUSH&T?Ya9z9S|#YTr?QZ z)Hg9NWKgTVG;#T+A21D2z_b5pmdE_(#l4jh6TR%NZr-%Vxm|O*H%69A@eKXM{=goL zSTzfrE(lb^`K0wPLS_GwtAzJa4f68gujjQLIM1TYP^}M9WtwYW%F~2N zhc;1p>CV1|qrJt(L1gw;|G7YkIJ$Z{GfOx18O)~rxGb%z$_*+Bv|cNv&6Lbc&^r{lAHfmZ z(rWgouP`FCz;Sct+uUQhyAuM+;n9qbn?K#;bKD(JTzU31etojKvL7R~(^I&ty zrnuM31nFd0#IQ(M?x~n;(J&ZOBT2dK9S7z5tr%{+%v6o4$dwa!0s7-Z8vdXDHej7> zi?>2d*XZ)9C`XF2bzeydqr9EA=O^5c*9L=UzlDmdFVV@{*%d#u9TiW(<=Y$936+)K z6mhtE_GyBo@PtD62)sP1$K;&WvtTG68F0&fZD+V0tRrXNp_O>%`mXLdLg8PKfh|#Bi7epYo=zBH6Fq)c@%TW8!P@Sj=0Whr4quBb= z$c)xLO3d%ZIF->kG*QK-y2?`Xd!oWltMm!I zN>TH*Nq#{-q; zw-z$KqFNi%RBT&2c=rJ@(YXD<-Aaw@JHhSi#5j*bzRiDq&XMmJ{zkzx*7|p4bpYKN zW?Ug%F#mk?r+I*~h=NCmco3nZe5>V>yHPsfm3B4)C9y=jPqcP^pR>QjL_9>H$f4aTlMf(&MM)mRHK`h#7f<)AXKUX3e{zet%u-+lx*Z8j1m?Qu@{3NAyP!C( z7*FKB6nW^o3B1F&ct}Ne%zE(C>a1T3vU=t>!&+?~7HF<7#X?)|21f<(=WB5Gj^~8h z_s*@b>yc0v-psh_aJCqC#czJ8p)dLpTWdT(U!B7f;nxQ}{8 zAMi>l)CtkGNz5=M7`wIceRVm>T*LaM_QD6LOlC6&K0XLnO4(9|BWBIAz@1p+L+R8LK-Wxxjs)U2oClC10_RzW3c;eLS*R_W8Au+UG#?mk=%$kGHR9Y=!2`oc+8)-oP}gi}Ad1gg~h#cJ8yCT6i2sr?kDB zPUTVu6Al>oeHVQQkU;1=9eLvmFX8G6jR%XYO(W$n^MJKJ8M5%sbLlv5tsEv zo^3_cDv3)-1RM*m+rH+gUt^yjScZFso(xmc2GtIoNQCR}(wb*q&Y z^+xic-VtZ^`q+zcppB09tDi0{boL_qQu z%5lc5ZAoP4#*G{3T#V2O0RsaZ$3|<`F_-l%H+okK*RE*k>cTeZ1Xk@-FE=eTyJPs1 za4Rp>DaO-3$9x{(q6_n}4&Krs!yGIlSJr0mB@EbYwz%#Wg=38jwae5V2c?CdF%3YW zF$hOtqWgG*BFyP;dl)eEqSMD9wu;<+_-!JGP~-L6dhZI(ojaxQE5AgE(@)zI#eJ>? zbZS73H3h2^IYc`goxVGdRL?e9ebsR*%a}U#)5AUZiidshg_K zqL@&kJnO75csBmv!K`J;*wAUINj9>;F$Ur_33{XGusr5s1sW|ph> zCkum$!szYjF_zN;s7h#m=@)0c6p?DF|j1otG9jG$>J=7}Q@?6x~#ItL1 zE7vP>DOZqZO8MH2_!E-V;gZ0|W2Z<9j7%_XNd*dVe@atQgdN83=!jlhxkdjxM~Tw? z-%TG6OteXgyrSYtvfw-|0;f#z5)Z~u(}e$Ta7c5jD*!6=x_#!TSH-J&Rg3DBw2_p{ zHUu8@6gkb_g<#cFs+c(Z6NJ>=GoS@!@NF%kQss~9e53(YN^WkawRpM?C)S&cDs?%S z$gQ`Tu6(2_T}j08q?L2p%ETngMK|REs$oibKQz(v68nO6((Otln>+n0Cq%2Z+nUlyF5@ zihdXf`$Ycz2a(VTiSC(Vz8$~t6KvRUOj zmdfqvM|4dCl!Z#Z+A*ykuBkcLg#T%l+|BCWnDs3$v~I6hLO6;!Rg{vwmUL+}JWzJ_xK}rjU(;}$#zlp+6!@z# zpWDTg5A92dFKn1sxgLW?Gk$z=t}iiH-P`UeI`l1l5B8k=5?2}z+DL^k1M=~Q&u=bI z(2<@kytj7CIQ=0-U8Tj5J6ka&oA@)%h30)5>7x^j(C?@TRlkcmc*;@@*A!O6Zwo{z z54W9KPcUia$E*)r83^0g5O2Hgib<}l1$?{dz&;aeSH3}3_I6VT@43^~Y`$IQqEg+t zMr;1QM(eA!%aUgn7)4w(1^R{UVlWN<7M&`6kKHDx%}w72IR)BeL%5o6_gd-lh83Ig zA`Wz3*=C`GR^zgufA*Sqwcxa2@=%NP<0(huzgyr79Qq3#j$}uzKDm73?zhCg^i((J zCJ*be+LAXYRodsM63LzcOhvn_i;X43GWIF%I%_*=pF|izgYyiQ)lR<+H;4J ztm9kTPvrRd-9cUT6&&wlDnRxskL)s4-ma_AbQw@k-0$FA#|?>LLjSFj z7av?T;wfM^vNk`ql9EY%fGT^?H#j)Y`7)V`9}N1(dB;~hy1drDhSayR?A`(XD0I!X zu#q!&;+Fh97O?$K_VF?UGO6%bdzo*{{nj+3Y9Qp> zcHTxcfT!Z3h4fb;PNn2il!?E`m8Aaf4HSrbqYBo4_UzVmHbgGtM(P0(S@YZIWh8&A z(mN&^JStM3nmEZQ%`T7I3W`tkkoDrPJ)TW4b#~g@4Jm>RSw6i#inq7drl64dPDDP{ zPvuuj@_MO{6n=X@xji~Imhz9-G3~+eZVEN-6I@2GjJ)}_n1>S9KU()pr)t!v1`$t= z%J$;F8JnArEkm_;l39NV%#9RfpvN`CI~ ze5|4tQTfxa5A$*9R0vM8ISTg|_13P0H}m?1Z&&+QTp#b#)9Q8me7#_%#`@`-DOWiO zrU%#XHEO!lPsTzP6Ep_hrG3Yh5UX6(O?Ff7g6Ce;T&kk{NZYP^N`*DGVbKwO2te zG1nGhF;XxGD_3ur{i}qFi;JM(C;8lmTcBss8jrw!z|y(Bc&n4uW3{FR6iaIj$efar zw}AzKm_#~Bd0e&BoS|briAuw5S0SqgEHano zmlhYlJ=3bwi%_2*+=Uq{DD5iqIl{}jQS8>UVx{^ii75(VwlbC@z}*=VX(bDOV>3ZV zH}#pG%v{1${{SI6@0cz@QK-ZNn5mvdWb%XkY?eBhH_&(%6a@)8KdYO8ltoD&jFnoH zPEes26QuYK8}PTk(B)c2cLS(PBEs`Wf~nBLB$%MV`TC*Y)7%D^Pqxj3OIP?0J`DVM zU{N*Q^_Zn&%)GK=tL*R?dOC<|IqMKnp%VX!=jHNfYzn%DK#h`&j27PIiEmmka*fV; zN56S?yb)nf!*rwZ7XtC@`c*3+Eu9CQAjHU9FOJnHl%_GWJ&cjm{XcJzE^`=3g+8_Z z%%kla7fhh}8RyUe;($UyyJLn(7>2R)gP`;L7@);Rp%a=qKih}+5ans$semgQHY|YK zT{saN>Ms-pPk7`Ax7i3DhHgAn!5)TTR%*|91|`Xy7b&X!?SPY;I@>FadI3J40t+_T z$Dd1t37km}0U(!-Tl-O;!32+HLqUO$zAB6wTuSLRLY8uU&Fe?6_q}cbZ zjeqQ5oaiIEjcLI8f63RTYNsSh!%~Ec&2;segDJQ&FwW3tb@4h;sr5grukNHvNJ_o= z@I`)Av_ESL59JUquKk8h@UxdLzkTHHfPri9@-|ErRW99&%~irs&bZ`Mn+@kDEV#(r z_CfX{Y~;)kLi8b&ygHBMaHJ~2_rO)bDqQi=JuqKsCZhI4@12Pnz#+y05bqId*Ltm2 zho5I@M#?Y$-CRrxaxO4B!m_(kM;_<<9xF3?qiV@(&@rogT1Vogq#;w5>(LVsX~4Kr z{+*WBHx)I7C^3Z{#-8cJQ+*R7q@r!U3{AZ+QdSWx!B#U3V6trr%Qc`~lO*HE;|FCY z+Pva*uO91WaxKKksAxhwlbBwc3>OT+47K)#wL?5p_jJ9RekL%M+hSiAmDLghf8g8= z$I@Ra<;*prAG%7ym~w1QMLp_UFCtIZVNJb zttkto9-DreiylMS%1LX};IFbTG*Wj#n;9APj728@YAY%i8xtjWOJ>V0f%@mpJ*$FK)d0Oh6h{MjW*0>Xx(xL`3jaCW5id*cTMM z0dfCt0j)o<0#*mR>%rdwQ+n~bT(Ki2-Ql^Lhe^M&W(^+oRsfe5>U}|QFuGj%Dr@5r zS`78EgBtyWl=#&d9ED?9S#{>&{&!H&nvCfz@gKHG0cRy%*di9tUo&~Kmjv6*?X#W4 z`L5>qoMtB6#SV_CB7^KWNG!bil@FRqXiq`^C9(!UA5r}2^xNqY;{W!tYGd#R_C`L_kBy)0%?1wy~UA~y} zldkg}SKa-0K*pwvj;TkM?K3mru}3RWGBAPcU)aT0X*}@sT(tI}k;!^GqWQ75FPQ2~ z(n3~h1V*n&sk~)eS}2~$-Nnegu_yNmZpnxZ4EAma`m;k|FX!no9P0GJop3K|=O*95 zOO-lE;5sG85^xc_Coj7$-sB11R)4#~4O>0*U7;_sH}TWihR3e zdwP1bJ_yA-i&YWjEB4jy^rFtBApa^ce$sx-EQ(Sl@iL+p_i#$rt94*}JlhWTsZf{b z5u(rs80^n6D>WkX=Z3(3o+-@$l^=D`EqF7f_%z%LKHq;nnk6M_9_DGgujTb}eR=QjncBNqG`*9t1g8AiBH(nz=06L5t=)~C_H`}*E4&L4(0jNQAKJa$PN5Js=_N8me#E*!gBR<#?Bc30Lq&;tVl zAFg>fBAol?nLG~L>M6?THhTLfCv*2}519-eRQmG)s)a6iWh#tX0zZ2(-+?%Ra(Kh) z1Q^Ic)yGuq-5fpTEV#TJ$m|iYI{)Z=I}&{e;|_EyJ$k(S{n}mrkV5y>>YR~+eH~>r z;2m7wr;V2pm2Y|!EpFh8)P9T>3prL*M^Kd2MpFxl49kANcvib`e)MNXP9X`q+^_sR zN5}(!Pp$XtKLg+WL-n2y{8zlirw?PL_df@Z``rd?*(bEGoqn83vLrP=bw4~jM8Zs5K@JsBqeNlZtH)P$NEobV~0S9Q58H^bB+?Al0S<<~v!e;zcH4P#2CXQ$1 z#$|f+-;=LnkQ=e%HN5_e!){sroT+E!@Jl`i*$ytSp?fn&KrQYqyFEp}q;0Nx2Zt{R z@jXd+?`!_RO$Pd!S;ElR_^G`zaWgvL#QeV!u>S`j_J8@6 z_jPBd8y@la4&Xk{=EyI2O`Ho*50V#Yq~hqm9YS;&ELAJ(FEEz!dLHJxcN`zc@b!{S zu7hM>@G%lJL}*l!6T!)}!fg7W72IAmBQW5C#j1^am;zHBoj>4$OmR|!8BO{z@TycA zbdeo?!CDP}npY(xyb3G;zn=(UNbuSAn!p(>?}`=wx0?SuWJQNQi3hYaSNEE`-T5Nj z0Px)IpwU!#al%3FOGkOHd?mM%YD^P&%a3#xMn>f)TW!c~cn^`2)Jd~&F4~#g1ajq+)kH0&!@IQjc6kH-BG@M^Ms8P4w9-*T0yMOl8_D`Ih$ic*hyCOhV4hs!s@kH07 z{S9(VZ3ChO++O3Y(t!@8Vh{^(zgq04lEBfW050nW#9iU1>rp1T81yq35b+?36qvMX zB1JcKFnwOeYM1{9LRDCV34AjT{*%A;J#7%xxRaTci?6l^L7fGr2(dD``y5!$A*#|P zB2-%kkGALoMfSL9EQFn0Z9CyV-{y}aR2QNYk*csgn0w-59a2I{COQlJ-m?|6Y@Xif zm0OR_&7lXC1*-8LqguM~5eUS?*1+MKgHN9BZMGw}y0l;WwoA$&3t3$$Q*9^#493&8&M2o(u)cii zWS(P_C_@O&-4dB4z;Fw01(QF%6q!$OG4zg(s&JgbB^t1eRA`-$A0& z9|76cVJBsrJqgnVt1U?jcu3HI#8B;dOQ3byIB^ggg*pl4y5O(c=U~z3it_C=YDk+% zxuFlyDdtB#Nuq40UPKzf=k9>RkEVcO?(W!|i_l!=3;^Z#@tRwO&~4P$5zwNFER&xb zR5Mfq3(t})HurlsdF<=<-|6}&$~yyRf#9uq!&<~01@gL-$B~@2FMjXjr1>u0ZhCza z{1Wd7tNMIg+zvPimS^ThHIlI+w}~Z;5yl1W#0Uz}jCXf`Z(AS6)NhBxMU}zC^V|ju z6dIL4N9kN30m)?iz1tMkWEi1H<>_(jHU^*xm}(AYPWPvn67u|=Nl8hSE!0y~09Jr+ zO}A`6xvlE)!g$M{G@H*pN&@=ipfQzuZ zbU8hpFq+-0w>6yDb0GU4^ zFDdfIUR@B3A-t3}LiASi?Zi3RFvY1P=YxFO3_^MFKT5l=+rQuCf-smxz1pK?x+Ndm z&8VoTUJH70Z3wAV@jWwef$g16e%M7L^aAX>d<7Jw#c``#4(l3&ey2uomj96qo#^Y zBEqqQ@+{+Z8iFFhz~BtqOqm;1)@l3Jo~~JpzLkpQ((`RVgbNsJ=22)kOxTfgWt%ty zv3`OA$BY(Cg4u6wmM_Gu$Ze1;yRBAvo;Q~4L1m=RNS3USzoh zUHR6MEEvK}9TwFDXI>swrn`KQ)@S$e3_04Z@-&{RakIZJo`vPUnMduDf2~Knu>Adg z;c=wlqUdddba~LXyzt=^*q*F*Idua21`7nD_)#XG!Uq0jo)Vm)ZCq)K_h+)rdbGmM zq{9JRI;#7RT}pj@wyhP*bX_6CU>soFDftZ&)+a>nzC2+08_S~HiEa8t7ZUfX)sDaJ zkJg`$6QUHl*2WhRGyNL4kOhUDv+W)R=f#}kVJfjR5|+~6+ke6aDM+7mUm3Qb3tO`d`S zMr#Dl{3lx8UbjRvwX8bWhNvdbS_SB3B-b;Bpr}f2JX=~_ExICXQ!|uJLEskD5U!}P z<11)qb?BeljZGa zdqv?LLBkgpAG^gvxm-SS^Z7{M3>HRI&lJ?uOir2_F?H=fImmrVw6CFYMAhCWNI%mM zqAo%XL5b}gyBlDAio>sC8NJ)#9`pxzogvl70QDT(7)rtJem7|$)srn6Xg8C%ii(OK z-daR;aUN$*9kdtYCvQA?m9finrl`8}mVF(FBX-aK9z?4*AVO9Vaq&gEWcpI=r#Xzi zx5mFoc>Cw4{OjSonQ)Fw7fFreGWa@r4xXL*K+(GgHt*62V{U5fo0NUva%K4O4)} zhA6X~t^*(E_|(--yLiX1KPk0o-AEZRLV3?22{y<1w6W`%{X#F0X=D>QaCUGJd-Htw zAVg?Uwdw5=*{h9rOj`=^6ucE$&}R*t5@a=zxwQA0@&pC$Isf;_nF1}1)ye?HffaOl zW#u%_Ra6@g6_f*GLqi`j37j2L2wUTa^AUE0-Z)c_q8LXFP+HL3#$CMdU*P8dzz+yl z=y7n;mHuC4?R081-v-2Rz8U0E1@Cf4k-KtShcyAa8x;9PR)P` zc5|z?9qQ$&b4EaejE$)@;s^R^@sqkU%rrgJ1I66`38mHF-#?eUu%2;sgCgKPiQ1EZ z;lN)P#1w+p{MP%8qtfGaM`Ga^I%i)!VvVyHX*ry<$vIM>=nkhq=BG(?L=NA z9(wcRb?3`BNT?=+X&rEBUBHQxa}@ZH6Y)({m6 z;swjdi#G9#j=w)#0a#r&gHIezRbg2e`@%{aA^_s}M7dHHWr`!5fX%jRLYn$DQ&TA0 zYBJZXkLe#g@xg4ie_$?$sr~N=VJPY2kB4p$ zrM-znR0FH-QoCQhQ6BsLlvlgqY8&+jPk*-$Bf8#7GpCiFgy8N;xN%i$PJada^7YJ8 zQLHUt+5>B^BM54LYy3;2(*Fhiabd7m*TAA;iMrHD5rTWwZmLO5ETRodpm-Xs}$+1aye*Rk(U3`6$$E($yj#4o% ze&SX_#B-;zrY1~h+ngM1rl&ulwRfYJk(Pdx^jb?xE98u2t#j6o%X|4?bkFxD62}>gBG_CE%F_do_GNN~ z(|0fp*~*2EvJep-h23rBqwJoo01yt7MV3!t_AH8rkkR^Ef<{PccSv6b9!&*%LY zEmN4(E9502uCgGJjiwsQXwI9YTgJ{-R?pLzl=5GyH*`;dhGP|&-==OaXRaH9Q{(v2YZ;c2rm9m=#SSLJYVPW~r zjdKQris+-1J0dkWVmSg~0ews3a$#pMHQ;A(vv>YuU#?nt9b0-itc}}56OlQ;r$H$u*IH||*e zr~urDezMo_mPJ0NLxA-SGkHA>l zus`z2YcoIF0;Sds(}&V^bacuQpg)_lKfb|r(##mi=jJTUe(wS!2Zv%` zhh)r)o-9k4V^yg8gymzn*bvI^oSZmQq*p>Y?!1KWG@jdm zab4Go7@rK1@#gvz*vV~cJfT zJREuPCul;I%_vtb3t(F1qoL|{ONFk~55|+AIr!3@u!Wi|Pfmu3Vrn=I6S|NR*D%Dp z_~sVsMPsMEzJY<1O*HtiopJeSXN`zRe3wVAJ-3b>foVKYI z$AMMYk)xxdbINoT@;UM#ph~~i>(PSGl?MZBWp5Z|TA2=%8W5m~gr+7Q>c@ULx`NNL z!{1jQ-@$s~?4cy^?>UiCbNo6@lJ#A2g{EAnsB`-C^t~K@%Eyn@C#$aM+(Vg8RuLzt z(+H;}syTp)RjGCPP>;9s8KmMw99KXXNa?4_lv_&H3KWkY3reH~Mv&(fm)%i;94^6L zz%V%;VP5=BqUV|F4#L8?SJK&;g1!I29+c%7C%36YCWzMZj#fSAI~@Mr^LSf#=3vsH zjpx2?0)5?G>RVfOZ-9J#7^ymr&+qv65xF@AgR!k?IoE^{QY~RcMa3&N$3I^|849P9 zgz4)TB{emO03x?ZX$#8vTTDyYA(DGHEiLT<`}OkM?4YrBzP?D#e?#n5hAV_Nb)?Y+ zTg87l3dQ5%L88BF4ADoc6^YVoO+!B)b%hDHCT@-9&^uxN&e6T=I(UbB1zwESH;ej0 zHg2844b*p9WDN^?m3ay$tEwVv4e3xu%gxgA@d&yBBF5QP%dF#Tkue8@suosX&Nv#_ zKzjPgnNcb2K_h=kyvS(h(%-r9Nv>UgAy&FP-(RUt#oU}x^9vDFuA=R}<#%fUlGWm1 z#GBnDUhzjR-rF7HnE-&oB70wTbguusf*RXR`IPW(ENJV*wma#KeI8$C+fsTy* z*ikB+nrn6sH`UUyV^=t?ME{Fl;1c##|Nk!>Tj3yb{>ec`ZtgKI8)0ED-5Tf=EK9mo zVQAnF!<#p6cD`ZfXJZbbw7wcH34Gc5na5?%UlzhqktxtvJMSeYQ*}Cl=lHv6-rasX zq6LMEIPZUCmEM9x9dK}<(BKGg!ezF^@+e0T+|L6T}?9GqJ(NLkPa z5IUeM44vh^v4%g>py@A!zQTK@3m?0(*(lLCi;t?lAQxBPsa1lIglnF4;)?{E>@U?9 zW}~b@k(Iv>5`&P~K*IqQfZZeQnZH5I{1XEJ?s^Bo6X_v!Pi2#x%ztp+M?$O9)`bM< z#>aGM!NG5HbO+^_ysq-BiRf6^xDaQJ>1{_+5c2w=9PT7LnY-!ZTLKD0X4GEq3U#ZV zzC4b+D8uw&_%Sa(_oc$(G0yH)2g6Q*<4uEscUKg;L93kt0(0qs%g*BMyLas%PogC( zJbYJ%`=~a#w5Uk>de>4>FuOXv)yg0P*Jd(qZ#-nJDHj>`fV)R`55lvRO^uB+D-;0u zT3K1abdpQU8q7;6RoG%t-|m>EvN9+1Szz^%V^?Vd&4UyEKOmJj=c64X6-T(adRb3s zQXm?wLI3asP;-?RXo<3Y8{_5JVBa3eO>rZG2M-=xw?o2fx{%o>zfqMYUk6mLl%(X_ZRrnfU*IA|goO#B z!a@^9jf{=AG99@E)J^O&tE#Y%Kd8zD9ovR1v+3KnZ(vWd6z+ar2CG>QgH4hhP)LVK zz3jNv?kDfw(gRWO)s&UGHMeJ2>#aAWi}_!XyW5d&-{#$gQd0bIlEKIHs``qZsJD$o z%nM9;d1PTmKtPFRZCjBUq1y=4bfEOmvZTyST3*hC<^X1C8Y3lULWPo&k}Uz(7r97( zdAJmQ_mE@ve4G;;e`V*$#!Ct2XHRqny6FCUz0BH=C{swWa^5sLYfisba9i`)Sdi@_ z#<0D|oXYS(q-TOM6)LZQNWCHKZ_H_@q2DLS~SgA&nty=TV ze0FwrfcN(mP`0Dk@es#&@XJqCcaM1LXYB-xY%0wFed0Y40v>1Lh2)EGSzZ@9!RDk} zkgvQTSR}H9IP@RTj!>t@c-q|+OKd>cs+sJ`7cz1^pN{bkkf_fxaE67Wx=I*;yBv}} z^$pUR|NV>|kVNs9`Jy}%M7@OxaS6vl&=*N;XFPv=;mEjEP_}B49sTs(8p*MFiO=&s zaOd5wB=U33F0K4Egqsba5q*kBaI#Qsf(~lt-hg0z$;!soLu&(%PKxSO9J{XL3$*NO zyFN8mCI%LE_P5r#(EZx9e%P>%H|KZS@}wLC;$$lH3DMJ7w;&yu{w`pRIs(a#eP7SA z_y#u_iXNI#1_ds((N{%Ocwis<{)AG^$0k53qK#XC4PZx#QQB#`hDfjB8}7BYzgZpx zx;K~1@MPj97l)$F{M=k|Inx-7GYl*@yF3KjS(woB!vpK*44*f?K0mYdO~uGuOHSbD z=Z}|Ur3#VETP3m8iCMDq%a%UvJ#JRfONFQD$0(PGs3>t4Q8zJp`LD@A4>$r1Zl>*BbOu=}w9enh z=Y`eGC57j9)QV$=HtHW$BAmUHt1Fs^YIZP}b_YTQL^18CXsV7+S0va*6_dnCIFPb) z-u?5o^a&cNa@I+$d*n9aA-XccxX;Q@6uF8jGBhb=Vm>8S5#Le!f##O*ZjDX3^j z&qCwS=+u^s$?;^H8*G0qsnEe+QtLHs5|o&s{r|q!_$yUIAVEW*HzU4Ovzas@myI;T znK1nyiW|nEl5R=KQjyFl9ch1}xQy*s3^|#7r!e?J)#**#3DnNp^AaRMfV&*I4-2YJ zNlRNwl>|t42BOu#^cf?@AcR;Fs_BR(=%D>+%5Plyz2-B7ReEIHzR;97-S7TV%BK8% zj~27bo@sHrn;-HCm%@;+fekYp8@U}%(2$20L1-LsO1ONl_gi>qD5Zz-dg~JBeUx-I zrC+Zm@wM)4M^@eF@Jw%Kt1Vbx%T&8)X?Oqoi}Q4rcmZifveq7vRt4|UcY zI9C$j?eX#Tl~EK@_iSKL+cMUXBQO2V@HGai2u8CLKKejx?@k3aLgh{3r~bc-zXLX> z0byFiR}e363R~&_UKXzQr}mPf@dvsSO>=*3qfDZv5n^Lh#MnXgYG|Wk-pXM$`uk3u@+lWrN=4t*URm2jW?=-04Ulh=zeMqE!u-g#*I2KN^$i;nJT59@nh zrte%`v+5xF?&(Y*7UJ=H+3P46>-e+eK1_XI%5DDH0^>PepEuB5R5?E3s!fNJuzBm9-JTWziiYHf@;ZA4&W9g}t0EBy1g9lHk2dVim!H~2 zs#2rc`g6~zQr$Tw;Y)q5$m21dNyJ|Mp11SHCjml~e|iC{po*ZC$p8ipbhXIFNz!O7 zU(|R6<0slE5Y!Vdxq~mRPMtdse&5lb;JwBP%6%q_V*gWu?z8VYcxK1SLN~jQ^I?)3 zAqVPk_};|X5r~EKgp)FLEv+#)r84FZD~5t@GhS!W5K*~4jjJ|V4wzJ&l(Kb#GVxr)ahoWXe}zb?@iC-I)p=`-HbbN6{0?zGC_n zh@Cl6L!B-#6VfPr*2dL^Dajv$8RjPcQYJ? zP2y-gX+5}tc8`?gVD`CN4bZ)`O-#E71(2iWOjRD|d}B?)TQbJgE}sm@e5S^Bsx0)8 zDq+y=K}M(^8RMzUxTmyq08%x1Mx&O%`{`FvuYFFaV710UD9#_@hsFQ|HFGZ0LoOxr zbdoTWRJr=pmb*k%BB#Y3PMaPrFjSy2IC)Qb4C@m|C8Klo2W&<4ya_YpM|EF%dF01E zN&DL=WC2G#SH);<`)kr3IN21duDqEATaLElgCTNMhJ&unzc-@oC;U+MV&Ksc)n!E+ z-<&(U^}Z9oY)JNAopl(~Wvbj8J$~k@YGwo4udN>^& zU5+4AwyHthOyMmRI=i~Jp+w!Cjb_s^u3%>SDJ^ZN3*+B^gN3yIw)?NISWeD@vrP0# zg}Ut*$*s!dNSP8Sl0(w0dvXZg6zs7lk0EKj_EmIsKeN3j;3Ko+p0=|Wh9EA+>d7ZT zdBajh#>N6!?x((Dl02aG-Hqb0uWR&1N(6p^zdNI*q|6r$Z$}#8mNJJE1tEr11!8JX zmHy=VT1ZJ<+J7PO7U5?wI?`al1$NL*!$ViN+0VA+3cBaC&%JQ1SmT>)fWi7@MSLju z=sIzJbkAfj6sqCjskRrU-&R)7@y3-)w;BiWz7YI(y;;<=OSHfZCdFfR@9*k5<~R?t z>RwZQ$F~3Y+M#rY`v;xux!@V0j{(6S@)XRb>(VzmpGPqvBlzR634;Tz4%BXC>Ps7Y zd+&pH#s{-iQ(sqRSKtAd<&ndnQ}|e_CCz(OyTQ<2?HfEHxHVbVb+UD8Hh#V~|72Hy zqkDmX`0}HZWDOl9qo9h^(ehnQuuCsIKgtd_k9$rvO4XqD2**`REAF$%&0V8n1&!lw zrT?t%>r%*mv)YFaQc%_{9upoVa_i^yngl#P#(MbF?y12MTAZ;IT=OE=p*V|w>DSl> z9z1ao#<;uq*6(f%2kKX0wROMc?VP5_(pSWPs=JXI)2MiACv!1{fw8<2>?72+FA9Q$ zT-o>;wGpn>x|Lv(ZT20VYzm8njKDuDrC0X!z>RG?Ut4<DVfIs7+k!>rs7@~-wNs*o@gIrr z5t5ptBtk9O4ric?2vx4X~BH|`3uyY?rh zkZBspesRI7}t0#f)$+@+z;h^`|E@)tuWd&R| zC>k1!_q^8%gpO_ec?mjlRhX}j{Asi4+<*UHR{AxU5B4hkZdKIp^IK*oHK164gq zEI1OLDI|F5t6?p`Sq(mTvtT;-@bBuoT)4(AGfU^{T3sQDG0zXPKCS&3eGZ8rR4jbZ z49T$N3&JQAh5$#Dazb#T%~AUC98+rFJec<0xx-scovHQNIK9YH?4~{R+M|gxR^H5P zeN5N&&0bfEapO|nTp14;b1@do!6>jkn|9n@>Ap^F#wUm6C+!s%&HncC;RlLqx_Z1y zKPbBL{lvxf5^zg3X&D&48?(yD$OO7`HQ^ZHUKQX$r;1DJ+h2N>3jZ0~?|Shie_aR$ zd2<^E(!ixq62rQ5K|)no*{+ImgYtEyy}f<<>80PkxBp9XoTY2J@N<2a@1Ze2?sJI^ zZE+c+uN*7wc+@_Mt8V&I+9Eiy$p_?$`z&B^bt( zwu$dbqQKFSiG{_%mWxISfU-(CMj9GJh|U3wp|_*s?+<29E-skoDB_sCO7 z73To&jP&*0Om)jCl!YL0MMbE5_l!|O{y=zN4xi*hdUrn!9An~RR2(;dCTZ8VAc>rm{>gX(RPTRx1;X6$WoaoXCEZ)G-8kk- zVKXH=-~vPH?DDz3K6(72DQ2xd;3LOQ&&YT~D_5Y(0cR)KF-77&jD}#gp;1}~zV9&G z!0i&f+=S_@y(pB0!&6e&4*?tLS;kP0kt>j$1gImY?$r+}fPBp4{`1kb(W$ma^m@a5 z9(eQGFS1fUj`W1O3}_mGu41K!7QLkf$Qi}o^OsR7m|W%=BoKnZc*HKQnGozx-{0geWD7yZxa@h;qJ9*LZ|Rz|5@E?Iy}U5Wd4~x|ov`$qs1rWfr^J z+am}9a1U>MswwBYPMifCIQ!i0*oz>e-Xr zxnpi>+RwqJx?7B~xy>1KnETD~h9C~(ZenikU;}HhvZ$zN*lWrXK3AeFT|C`(2XPSK=KU!UuK@Zm zc$16GpfbF$X)3OHeaVsHk+k&RpR9T{(YNu9amo7UU!|R?mL@_bCFy>(zequRPO-l? z^Bb0cx|+vHY-rc5U%qE0H;iznxw*M5$ap`|#Sem49(@EY*5l$;ohhJ&x~f2wPW%~g z799jHllx9kZUsKV07t?>Ss153Lhx5uACN%ax{_`-{4uxOtIU1jgT~UArd~JTAG?Xe zmdcEOJZ{KX$6_UtYEbVPw{Ht#sYIi@D1{`!;n`>Oj^A5JfmvbeFr5Duq0bHTb+7$5 znvHypD(#nDp_Jm$OEco3hj3NTX=gZD`JOvrM0gvLQEV{`N~)A-C#1x|yFq}4=}lo~ zGC)t?CaTCIc-*Swf>)L~j_J0*#{MFkp^DrSIiJi60i#<`Ua)Yn5X zcCo)ACT%x&nQ_7_n&(tWDWi5@oo&rL{3#UdK>^m*zoLhRo(2=c(}wk64c~cq6ZIoH zA%W#v6A-+B+wG^>Xa{L97|(PSO2~@Q;w{yb`~;U#{1LF^Tz%pFIJr7}g9ZcS2dNc$ z(Esde09NlwxC64Tgu0nvP1@%WsS(@q9vG>@mQc=|^|JI@4&ojFB`aGa<$)n~R#%eH z=%3ST1i@H!IXRZVdHwQwd3iZ8I}Bk4zODC3_#%<&Qvf|eK-3*}X`}>4u5c9aTPWlu zkTakE8$dfS`w+|72)Fue^X%N*#iHR~cf&UQVNu5@zUeZ9Z;2Of;3{T(cF`^R(wHw_ zk~B7s^SGZVIkE|-st(mDaR6@=zOGIdRyZ_26qYX;2LbM06;d#3W@<{wLwo0?aD6Cq zjXjcPMi)xQFuS*i#0>pCLpWHu@fg>d2?5NBzdTzbC9}wZz6VA#4?JpsjQfL$jcqZv z>@5!W4S@sRO{iRk`J^v9A&8;5$5LRomqKZJ)+Nl&RIAaC<%g(lV=SxSZ6OkzG5zml#m(0zual%^lk(q>^T4qaWK(Lb#XPr|;j zRHkZdAXV)9rL7ul9oh@S5C{0HaQ#@Lg`HN0G>A&LA0zvLcumeQPxnBN7p)1h!X!-$ zZcb28#$s(@@rzG9@H(kcER?0+Fe!GnhrD7Q*x!Et5ebFN4;>S6c>VKnID%a~QB=aN zU!#OY*=OwZtsb5HhJteVIi%y9ycgPi|534d)-7mYKt&)g&2Lu93;72|BM$F&$#)rwvKGXnRGf{JK1jk=(a;{rE2lyLi;2L;vd)0MnJ-HqSZcJOAt zMc3SUK`pv=^)rs6+dG9&PA?=)VZW9^oE8ivjc{ME!X#Z0`SCE7$+bD9W_>s>##;q& zxf{io47yYGCB^W3wz|`j9$L78X`D4ZY_Yy4kC3+%52RmvUX*AHyQB1M`S+KTtBGei z-1+MoUmH2m;VyZAad+K^)8WgP#KPHnP~w_B`3!mQ9iJH9BGx|HvkYKtb){}W%vLH< z(?r!X3G8Rx?50X`1Qh&z$Sw;W_|Aj~9Sdj-63pSY_H=A+ZsxDW`$Yr~4on7t*E5?< zwCJmh824qz{7Bh3GJ~|rvyF^yH_HbL&!L@PS%dAF=m3lctRJPXN~!u5YTgUKvO1VT zoh_wwo?iHJrYPg!z~z+Ac|wEUx}99NLtV~9HH(o!8Pq|&0Sv9M>SuGav)9eJgArhg z+s>sTcJD)ET-+F>*(k!KpI~z1l^8u*6E17SBX#u=z%Mac!(@4h%$cw-SgwqJ6Ug99 zRFspOxzPf%c89d11Ttl1<&%V0Ae#MarGHpM=Op?!-&=6`u82E#79&0VCAUJ#89VXc zSrYTJ`G!b|k1;!OCv=^Tl2a?*k?(1_Mf)*SnP$RJr3P%sZx##fhGYUG=bYBrG1TEL zrkG<2sneXkA3uIv*u+2R=@I%kB;4igOi?Tq8)1HSC>wJQv**>7JNFk_vBD^Y7T3S5 z^opqRmTw1zgj`?wDcCyqsz*a_9ux-NjKIq@1GZEArzflh5KD3<2FE#2Fy!6c1$o5E z`&BO7q^5rHhloSwUO;|9Muur?C}sTU_xs<0Z}Re<3-*cWEtJxu!JIze7T{AS8~!C{ zdy8niNZAG|9JSudZBQf*PZQXxiMp{uBteX$^D!z2yYDQ) za0wbBc6Ro2FcK18JO}Y?NlD2X@(}7PXjj z=$265ENxxyx$^KOT!B#K5)%=@Y-uQP4Dhz)tp=~-ili>XK8?P;)i64^E*mfvOj+5} zsB<`=6TcO`O%`^Od_4uBH4MP{0gpmJ8M+e%wgH6*kRdHRf<<9A;S97fOpy+_E2c;< z-!zYN6fZkA{vP56_R6~NphgA1oj~_NL5>v`=}?Ls5=&6%XD{ek_O|d4;%iv2IZ|=h7~rL zs%q@M83sAqb$%xo#UP*|Oey*JaW_cy4XaAIi9|j2kVE7@?n4y4yvv`+gyLU$w6`V8zN%jKVLvxxV6MWkG^|AyUU-(8NF=)%_;)%$lbVunwYp8gk})a(w}A` z0Ik4q;kX%6qP5lx&(tY?2Rf^1J_8fRUml+L7Tegk6C^ zUHx4R2-@t`)zlW|=bukjDQCKeARxsw!%xuZypI?z>!esSa6!FIX)C-7l?TPS~D=)4NLVfG18Ddp9LLfvs(fwwKCN@HVcZV7JobakaaA9&;uf@sVv zEV|ow-}^44MsChQzc0}L0G;|)Pu>{B5Ah4>5Rv%Je%)18Y=j?e;O>12fP|n0h*1EZI@KJ)TxC8pfxb!>$bS++$V>Ku>zuJJezVc86og# za|~)h@83F>T6cZX%T?T0c_~w&P= zjI#sO?w45Lec-1GXa|6d{0s0Ekg(+D=Vv&G@3!1*CZv+Hi~{*n?hS0aXJ)tPUu!@S zRphp9#`XhT)Y^~K9%bLV2n0w-Gb<=4fTyi;yw_>3>bdP<=CX8?w})0zn&O@mRae@ zmRy|ccl)gTf-6~C2{Ca#owvKy+_zxxAE%uR6?6H4(kmwv3`?Y_l2v zM@Wg^oNW6j1)?hs@^^P`==rv4`gsBq7Dg}u|B7PZyHgnl@mP=i(2a+>4DI!%6$?^& z+N~OLp@=g40EmxFsYz(<&ODC|ynE%P4D>@lGP6cUNAn8b%znc?SElRj?2Ka6>+TT+ zjw>)c?cSR}ny%5mU)PNB%11@`8NG%^c;$i{vy)@Mv^_Mfyz@29fJg7B=6hTbfdfbP z7#`koRMhQO%N0&-C@Q7?t{UTdH`TzY6OU+ZZvK)Ro?&Se1n#*+ap7TK9mh2N8cN!@ zZB%T%hL477KXr10)J6pnUVchZY{8-lX_kc=9S2yv| zm1aW2hsiOiO}bpmP;v{mpZ`WQmKPSe>PwzZ(h_qrt{4Y_{MNn$=6gtWM=;T7(!}o7 z*H#jnl(2b{R0fD#oIm4(I;X8)5@eX1xSgn_FRxMMVB01(j6}a2yBRKm)c^%ABoqAi zBHIoWEJ|E*^-K%r9uza<8k#qj{;Gg9;Yd?b|I?sPhI}~~3-rK2!18xbu*GTR#dT18 zdkk!CeUkh+TY7<6=QJIBvFvi(iBT5yKdE_7A8PypH^agRI0PPv5f@AG&zz~(``$bF z%1ER+t{bg|yj9@!X7?4_raJJEUc-Kpg6ZNNMQ8`Quatx3i(BOFVtP$#e}W z(hp!-&l9>nlAo~1a(iVo`5S|kvTm-3`wj#+5i-KP0petH-CRct@}8wXI%>HOT$6KI z!Zk5Lb=B_@6BFSO385BC&Qb~gkBH!%`}y2ItN)XhV>|{jjEDd~orWxJc0&!@PC|l6 z<*JQ1Tg-y`*we3_45_b_`Yzn5N7APIX+}`qPau-lGG({9e_8%MGuvtXpvzHv;8;&$ zk3iP?%;AA=UtDijTwJfY=ytpSmxHj6XCg8}u4~iIaj8$DMm^^bwBe8_u_S)H&%fgm zfyvhsHYeWKQ>(bX#4=0Ox9dd)XY-(#NU8rklUI`K=b4xaa5VTBRs#%k)Id`5QUoGi z;fTAT(m7Hw0k$C=X;zH^_Y zkAZ8`xIAJ6nwpwR0@Nk`uk|OEhjOCMmiL7|!Y~ieYr8cs=l9@8>xb+&u}2S;nm?&E z>|A7JVzSs+u$qE{j;_1cwv3P&xNWyz-YI6dSt7-N+eWC;Z_mu_yr$WkU>;p95s!=@ zJp;WMR0PX%WgO4GUO29Ny-I#Vy!iVajhbclu1G`(u%TB-24A4Nt=mO5%c7Yd++hj< zEvCwJcXlP7y1IJ6iA5BmOO>8CKSzij#bh}jx!}C{bA4aXfcsl_0w3fMrMs1?VcoSS zfXqMoK;eeGXxVbO@N7VY3Dh4X8ykVQ648I9#O0Kxyl|oFVmJa!@`+4vfmC-{3rck< z3Cv7f`G3e?mz7}vdA*U;+}w`Ruh3*;28jSn0MQ;D9Sv51(wZJaQ*T>eG(tTLW>$!2 zJt{#ko|=TW21SHw(J$E&VDEL?#ev@3+xrXafh_s-0-0d5y;@L6;lzM`vfkr{Q}{)Tq~7|qdmfIHoGVbR-YBJIWko?Y zAIr!y7;kSBg9N<>M2$vhU=@J(d#Pp08|XN{&qm1pN>-|<4vDPUO3XJ2!HB$*Hv!OiwusA{kA}J+e=hx zTrmz4VYsXhX7od!RZ%8;LhUnHE%a%v>v?a|-`3nbF1gEPrVvZ|4(M@#S`j245b`Kg z_utymW|;rXSC)W)+PbmT5NbF(@<<_8Pz{OvX}-;of-HvoVlIs8ZcWQ(x?Y4e?@i`| z)3EukpQT~y3v&G=y^l~&>?C^5w?$|Nz}o%$_wUJ(KPabg6z=k&FeE^SMyR(fu}b_C z+6hZ;m>pu$lrV4Y0SweyZ>rjb&H%85d2{rrwtz_EaIYmhlOWJyj^$%SRG>NM@c~74 zokpSl^J5@OG1$x zF!?Nmzp4OuE++m_m3v14yKAD^oi^%Yhb|rolH@LqUkZ~u^x>~Y4F7P5^_#3>@kDioN%zAXFn78NmTQZ|O<7J9VHDf^YhRJ7~a1VY}W=!UPY4gdORy z3by>_zMJ*OiciGnOWO#&+X(IC=7gtY$%}+g7{!BG)hCuHBeNm+$@q#}&nz6Q0G`>3 zx#g|Z__3m554;2x^RnR;FgO`TC}f^PMw+P_-SSVst1t=LHx}EzwQS-Vz!7{1a_ugG zc&~T+7zZzJxm)7y&yz;B<$56^`}C?D(O*Wb#;|rm7;fkPHKc0g-PQ#F$6T(L(Lu)p zUDR&Z%7v1Bz}rOGd%In$h!hdUXG166?iOe(*MN$Ujz!KK>@gom;>7Ds{%#X=Udw)x z=mu{+68OpEyFWk4+&I>E$yp8Gj%Y$lzkw#-g9H;yVESB9G4xCh249PDeK5ooT3l}3 zp4kwhK`rqe$ScOL$pKsQx%B#v;!l?3Sh>*NmXJ=ATi@BwmohAA2A&Hge(WkCt5&S} z0A^4+9coPnzY~a@Kh|FmMTi=LJ&|@xujujfw!;ugA$7(-UzFw9wc4^``EExdPU!hi z6oQUzr?*@r(V8#@B&~<$#3K?63Vwtf0eY8EaqAw$_&RZo-#9(QJ*1S;YoZ)435(Ux z0KyjwDPHhA*J&@zl~Bk?d??UgW7u@?8T4A zgY=`9#!9n1)&K?A8TkyiRD!Pwt{4Lfu%eg)Xmeb;28-GAV54|=Hz$Q7b`~ji$IMg4 zqUIMDi=vNpsRy;T_6Fn z+`F#&lO5y5ED_4T7ZmWP*XNAu`=?q~&B?RYNo*0&3hisculWT-F04OaXTXDGKwr{_ zzLADR^4dsh3k@or3pJ#*8B=6nXW4MQ6jD=R?`B(jUQ$467Tr^DYe0V7EVZ8(83xHM z=`fVX^hh?9d$#AsKdV5dno`>ewFyWTg*IONs&D@`d4+o4G8C?Bi*`&BQ>pl*hD{XW zxk-@!C6geixf7Jn4|{zeYt$1QPQl~3`}&SYt59PsaOiEnLq+{y;k3lRUPh7{RT&6r zd)l?3kV2o%${opUdmaV2|7BqxYBX$BAZnH|Gb+UXy1NUzZj~wM+BYta26791)iuc7 z(3wlyx2gx!^vK+PB+HZzl`epSXt*(fkqAp_&n=1iUvG`RzQU?OJhYW=KpNK5c&+4Q zb;)%DguF9c1^K2A+Ji&sIZk`aEC-!+=C3<=V1m@lq=1)sFINSGnJ@bul0y1O_d)H}cYTd{uM9)QGJFWoP${U*2qv&Y1@n3J0%hf8gZm)6X+__mB1XV00z7qCywfD13Xo!bYbd zg_03=3*1T*zpams91$E%^-LdQXdg*P_=*HV=%GR2D!WF2BcplHgK&Srm7N_E?&%$s0+AMYQ3%c^Ah#(fDwU`L{j zQmjeshdG-cUd)FNagER~Kkg-Du!5qg#vcH}P#sqQcC@QfQ}5w-ju6JK(}AGt390?b zfgRU86mQ?6*dbFM1z$Y}YbUvXO??w$=)#3`MHmcx?guvtKfH4QGcva@T85g8$kdV| zWk~6h9CThCc^tC^sClT)0XS&(H|o_mTCOx!a6+%a@!0+~vPtMT1i13xZA*Y^P}V{_l>M8e8EymfJ=DF^6Ky&zYzrE~ z4nlk9zPx@I1*ud%RW50U``ZZ@2cL|na*NW{)6P5ybH!T0;v6;dR@(xnEvt5@@A&>- zzi4Y4NX3s5UmKt;{wAK=-YhnWM&634vsxCe_n%Iu;d^#4Hf}np)uG{k(e%YJ1s$(HYJtcMUYZ`%ZSEYsdA4UI^9*A?MqG-O3k5 z4VPJ$Gw6`_R6xFJ0}wqpvenjp!(;yfKC=E$Lf6Ec!w?K^7x011BZ_+B2L9$iw)Z|< zxI*1jEic~@enaf!!TcU5Kb|<^Vj`D44q&_qg*uWYgPNHIWW`Y{bDgkc zzyW0*W7{Pr%ljPW-#`c5U;_r0L4pUimDv0jf>749BM~qi{pSnvXR3e7TjWZzBzOTW@=kzml^A@Bzt#I6f@08`E zHqqFWl+7io+f#+W$_D`a5LV-=Fwp3B!HTEq4mqR~o`0SBB&A^8KwT;T5C!RuHii%Qc`Qs0XfLUXS916`K zzI{3Zl|19RguLiZ-$NMq7NN-U>rTJ+V#3XbiMETuWQlbTyengU|N3xMQ?zz(VRQ_; zmFBpXjPCbJ8MNvx>r9w;kK| z4*JFXz-JuX95-pEB7Q%GE(DxlhK-z!qZV8WOOOfag&n_kVGqc; z+mgzC0IsZH6vNsmgYKbhPh9 z(wLWE4R#b54rEef2~PwRLz@KdTasy?MQ$H9T*p24%C7Z@D8+46sU~+AC~by%N~D&~ z7-CDbRh%_jnObMPfGnjwuyIYeoe_rLy_y%*1s0A1fFK+(Emd`wJM zi)4YT?zemneiXe_;ou14z(>R*!HKZii*}ooiyNz57Ghi5VA4~?;sxE3*)KRHSLxu= z7RSWoD#qdA;jPcOmv?iaFubVD8dK&t^+f@*uDhxjd(gp1v(_-4L|dTyZ$>`H5Ypm( z7bQ*YQ|2Iq_)ARQ?Hnq>S)+lILk`4S|J&N$Clc zRlthkxR`M~5bW=)aW4w?KdPo2hTr2t@%8%;d%D*nLG7ITqUt#d%1FanC3)^HSV599 zCB4>XLmw{jnaUgJ&00Jkz+UL{IoL7;H00vK4)ck$Ew0o0hU|g^#zGIy2h6=Os36cV zm?X>Gw#F$LY2p>Nx2pNjy4qo3ytJ4sp@Tjhhz&arI%Dt?_#Z9J(9O6DjCs5_4`Ne-i9ai5m0c)i@{;x zZ+=Wvk#Xiz+<72doc<21%^0b=_a_U{UygjY(xo-keuv&y8gbq z-k-M4pOo#?^Wgm?;mUY_#JGnq<<*5$vjEhzMF6k_8|vkb%N>XIjM_ZAn7qC-6Ym;r zZc4^mfcXYR80e`AJ9A>0nlM>gh|$RIA`cOR0VE<^~$`;P-$_wPzFpZj&LA51j+bsa+$dIzZo!VcVoX z*G6M@%&Ej4mU5v|b!jsgI|;`$!=;3`_nzBsPJ*yh3M9O7AC5Ee9LN$T(Uz^RfIxI9 zx@>glPX~ce(`w{|p6}^i1Kbm_Gx3NngqK53Ymqsj2&&EU4e6|f*zQPsDqFzR4+_d? ztzS%9X<94eg>?B1A{B=b7tth&kf(;H6yQa`)Gp?!()h|khWir-8 zTPIcN!6V2h0Ong@KeztmKJ<@7&gQrR_Hi`O#U5Osj`Urh$fA70E}wT+7eOFrgbt5O z&=RPZ%C0P!L+l?I`8aR@s^<}H;#6Al*GK3IKW`_r;oaHLdJIqhB$jQ7i`+mO?y2t| zUsw;G=`Zz9Qlzxjeqp0;NxtjLE{&2$TcB$QmSjx}IX)fjEYDS2{}9rXJT9Npcm(rG zb7_oa_3*Ae&|e^5tQ~9I>m;&V*0E(yUI%@3`r{jegJ;Xn#hh_wUF)6T$IXVIvco*- zIz$I)PJcZq8-WW8D6_T|U%Xk%!IQGLqkNyJ7c6gkwd*~rNf9~aKUq*e44wgNurv7t zD66LLS6=vN8^V~*SJR95Boo@E>JFxAo=rDKOwI*+k#0rEP!-FJ z#cTrE=b6E`2m255z^W`k`Dj<>;9nLimkCUY_x#2TLIS!7orz<87b!YETLNijZK1L> z+&MC*hj6!B8E%Yn;CFF#*yY9U%-2{iO?{-umbPc}Ua(ieO6(<<0dKoc*Z!})ESzcqr<~-pPajX3xrbV` z(0P!5K`gWT#dQ5t*WhH+3l~cFJaN~J4O0vpV~ep-_a)SJ-`}taU_71RJB~wc6Mh5` zrSz6bZF__sZ*-j&3{cBWOieTDe3pfr8_jWraO5)*T8klt&RoN#4QZ(1OKMT#KZO^^ z{wKrmM{mdyC8uQ@;d0^Xs}CjYMEgtqO~PU9b;UW3-NXNRD->NK{`S9$sHdZTJxz&s zFK&p5xlN+lobLR9WffxW}vMnoWAM z&OAYwlwG;wqu2HRE8wGAY@lUapyA(3SkgH$N_(Yu=8`D=qbb z@}f_BCM&^1&}Bo{18XPvAe@CN5_%kWboP_O2kCLfIAXXl_Sja{6?9I70_}8XW6s~)4a%G-=je43m6jO_6Ykv+)?Y=WmhGi1N z?`rAm+cFFx4aE#u5ButuACbR0^%iXOU#=SYo*TgMnc95i^g>+ATaIpT z+j{R#s$Hp+SJNDQsQDPo_UEs+oVdXTJ({RBsI3vn`+BnMnll7b8A^>fBYcCb@xs|k zavl3pDXtNxuk!bo6XCQ4Yt)GxRmRr*3d23v{z#pQuKM@tZMd1I^7tR1JZ^c};HyQT z8ERhlu)tL|Ilq7E!U4bYbigQEpd)QEFmzL4%W7^15-7Is?F92dFzXm_SmOot)9^ah# z!d-7~ae0>L-(lDPoSiK@a&d~2MXMaJ=uD8r(2qjKgb$cu*}D^e(Xz6#GFb)aV=DC8 zEet>MdT?;?dWt0;`$y(*PACllc1Qtb)C97jz``1i{Cf$?%o_0$Ul+!HosOS=u8f`r zI^tx9eb>+~!TcH=BI}_uP-|41NrGYck;W$dV3v_pJeB zIm6%Nbn;X;SMGZ9UCA^t?jVx4HG6aWKV#LcU~Xz>t<}N3Z)8T$z%J)oR!q$>jAvx& zO)ukTjl2}py{yZej_tJ0*i<5AYim2HP4(cJxC6V{;yqOA*qD~2pTAq%E%9*^O|*D? z1fp*(H!lyNNJK&c_}P!b3)tbjP&7<)&(<2#=T=qyC`;LyeEI*?QSq1JP4IDXx$tk6 zMC+uLMsVT6B-a0&`O<%eRNC6;?1BO|Yw#5$R)U;S>0q^|Pr27$r`k5p@y&qm4V)T; zi*)cE=_n~F0XgAIhV)+ycoo_SbMo!&ZH>>G%D|S>(OKnNhYS)I7!N=+E=K$15Eo%J zFxZg{6Mz6PkOJg{=g}aXwh{F`b<{zylM8h!Hvnh|{R<0e2)pFNq(js?Abl0!Ifcn? z2DZ!+I9JCeB-EO;6OL7QQ=dX_d%!vY%(R_Slh-hI9d{6zs)t7A0n5*U5~)J{IwO4P zkh`~(6l(Zc84@ZjsV^0S9g(Im;g8AN&}^wnL)@^QotPwnIApoS5_y9jA+iBmmTH;9 zPp1)d44WGp^Uoqad@#LZJzakaUbmyjyjS#*gEc^O=q=D1o8JEWmkksY&6Zq+rxq@E z#Q%N;>fhr-z>b!-;M(LjQ`6QSFVGX}jhlp49Y$Q+CriLWI%b^!4w0k1K*Mpv`EkRq z1#Y+;Da~4Ro}$Aao1?|N`XrE#djwODf?^BsAt#XKTrz%vNx3+ zG&4Eo(4t*+-t(p}{!&t+(s^te1fJ3Af|{zBtidE8tN`}<;>84JTp=cCf(}2OD)wKT zqiBMp3TpU_vgqub94&}1n?j$IU{bNc%Eahh1R^c`)cwC>iS&{QEE7<}M9zR+M9$d# zS+gJ*t4vJEu4r6+Y+mB;XcVeEuxV;;zWM{azLv$u%n?o&TtBMpJ`qHJdR;+5s;RG^ z+_NA<2%-vWC!eivIPL;^dkavxt%xt@eR`6Rv(EVI72B~gAaqVb7#IP^-3(W5E%Uc7 z@Y{_=f!n!Q-{n>ub^OLsK3})rbMdqPB>zP%-vgtK^G!X3ACU^(Hpq_Vpt=0^Cir{ zK9G6B!L{yNB4gbRhyw3XS=_j{-;Je3Yg1ee!DcShbqf9m&&)rUvMnpbbKjqr88vlB zhxZY0&$badE5ek22;)EgNRF;D5T2&i_!F%9?>0`LXo}z*5QW$N1Z{EXSLz@B{Jycr z?n;J_Vv4B9$V=Pk|wEgd702Gb}cx zHH+C@lN)k{D`lYUK9MnZMuYm^GWMTkc8L^OoAXG)GibZ8TEJBJ?&JzLZ>PShmX;ja zg4nMV=9r9*Ymir+^H4gBYJJQOTsS)V`O=)Kp?Pk;5*kPVL&9{P)%w*!+(9#|V_eZx zgF1J$QMO+~q2RZo8~A*@?EbIUu=+K$wXI(K77|9uGKoyd@+KLev#ozPW~Nt{`XM89 z#}ntT(;ko({6Z?Lt7j6YYus-q%=c?2gxmkK6}__35zF%VF1>8-u(wrVMa760dGc~0 ze1Z=@dBk&d;b{Ogb2pS%yy-{%%+?n!?%LSkpy;XnmO-E|~fd@^VY;6Mc3@DdM08q%TY^?)QG&gHNL2#YD5kWg(S ztr}P~|3eGi9^z@oSM}P(k{I0yr)z;H>$YW4dqQkp1l5rBqlDF!TUp&-_HMsyXa*E| zr~XsyuBf34`e3x-EaRcy3vC??ij1x@-mEJFN)ie@bZu2yRcE|UN~DnfL`c!dd$#BU zm`|0za?{*|ZG!sO^k%g88$w{-Yv`J%`Z$$s~^ z=|@K}NT-0cN0#yFB)RRXm`x_;8IFJkKrzv}T^F8dWg+1V58SO*!;SIuv&d z*fK5cIZmtpzQ0kM`+U-4j5!v`0i=W}G~fcmc^VC1kSkaL5bIHFm~=4E4H6+CxT_O` zWOyX?5!rv?YH*{+;rHU*2I(hEpNk2~s5#ntdg}9h>lGMIFvlV0AR0qs0LPSMEy9iPL2KODCL>TA2j`$CG49ZYzZ|BJ!CvS>|(pTzI zR$~S7$2_;}naX^Gs^B^oob+_KWk0T9BW8DF$^AG(!2a-5(E^Gtxc@0UQVtt->Ht<6 zIgdh2!r^RIq4pB}K<5K8f{5%x_Y>CU440emi{!+?LIzzH7Zc+G3JO+FSRcPGO00^I zh_~NbDIe8$7+Qu4{I{z?9MvnM%5x%(NlUJ((`J#>2B=JG{D8t5BL+;cohQ9QtWX6_ zeawR{CnF<+6BF|hDb~#*1WoP!6w(PlCe|n}5*S^qGGJg&u?8>G5eCUsg+-{@vLfgr zO+ihJLL=`pGg}q&IsvZyKmDK7M~BckkZ@~)p*pO;Te_}r@ZgaR z4-G+weY+ewUA;!w1Xp6B)gI*0<)M>Xtes&w538{;G4;`a>1jU=tPz4_^@`ZC+pM~v zV?BEFc)Ss!IfsUv0B3SX-^?NLHpdB9flE1v2THMPY{I}YR6T$eFGnXA5CQh*(Mx4! zxIiB#)m2gdMub+go-L{1g;8QyfjyYYI?961)3FUoESq<7^L^_L0EBTVMP`i|LDYua ze%dtK$2W%{V^hF90EY zR7!<6IO~DU*W@fAlg z{Kp^^*E_?~KsU^85J5p(p^ze42OCRp0BpFI^CIsqnK6_}&c|if( zOpG6Q?3HKJGBhCHf(azsdzn=>fE8eFHo&~b373(X{eAYllSVvt3pcGc=!EEpj1O2t zc3cPc^Z`$;C2x}fXMl7z6u-Lsnde6J?=r&jS5If*c1ia$d271|fG3rJeKSXj|DLtw z1(m6RA*bY$au7VvxaB-hsKZda%~?K~STa72r*Co8Y4;C(hsFjP1||0TRw}`)Sb5f|*vg>^MXSJw?T9V<(3D&yIX_~<}DP^l21rAOo zWnjPIN=A#-oBn>17fjc+UtUvBBT}l?z*1Ivdnrde!tWZhANMnbw`AD-y2kS)kvC;u zh2zc8UVf6|@bgbnjF*rQ)GZGapO%Dfi8aH+w6+#Unx96l33!Jf`sm@jiuC{1&z; zkVb8T7~*bhH6@3Zj2vWJw0D*_Q@Tvf)FZ9JlQ;Mbut`?q=zp9;rNK@1*#a}a3Ib$n#5&!5o)+b+5!OKuZm=W@yAk52m@B0BF<)X;f2wwBqkK^| zQ^Q>I22ykGPXhZ)9N`uWkB%QJYeKDZtdBh|^S;8Yn+!j2|D_C-prgeB#h$`-GCWt= z{SS|NaQm%rkCiMMb}CKGpqMc)Z&Y3-7Sbu4@g62-vAFYD5AiT2SP)C9g6_h#=-6hd zgw?n@>>6hG$4@<1ZICmo_MA}<`+Ukv@;E-JIho%Vjx^7gampS%d;AN zTQuWt%Ww7`p4{cLO*C7Ekt1%#dy;SQ@1;5wQQ0E=k_6PE$Se;lT%9|US#a{4y1Qhr zzKSifDa*BZY_cSN=oF7Yq5ZpPMU_5@1&uH&R<=wX2G0rp_SD zP^jQJ!3~+cLBhxx-c0|eYHDu0(_3PpEJ7Q*;0KIS2+VPvrPBM;#Ki$aBLeRgDYkO| zxe+G*WujvYGF>fezFIzgv9SOUD)xw`nBWOqesLB$>9?YpSJH~5#rDH|PCmWQ=|<1R zhw5PNW13RFA2b%JIw(gp>_vAHi&qbW{bko$ZzZi?UKJT~Gg3kV5 zhATDTT<=#9b>Fcl!PAyRTUJ(9KJ>Lttx&RM^^MJaVaINH73MlNGCE~!w&v@Gpo5nc zQ?b?oeo;)v`!u~)!#Ah?xVQV9T6jLLtiP7YLo|wg&esjc2j89c9oaV_4%gt6kLc9a zctwIk29l$8l4~83M&k^`Kh+%Z-gUXh%8uCms$Sdbft~9OF3E5kdH-!^bFFcYdYxbM!A3KG31vOOeF=9AF1DFq&FY(c$K3|@s5AF-IO<#3cci(=uoGTbTh{`Mz|E~Xp4yhRkX(|`n=){iunlWxwO?4^i>`zO7B(2`x{$%)S< z?r-H-vFa}1I$GmeYs-ct+h);Trxq2COU|8fqvL+-{s~06k5Gg(@`lYcdMW^`)h)?ir`BMHEPE(YIwlR?~f=B;9`N^}s5L zO2HZI3^5?i0j_LWwpIqhm!$X4SxMaamopHVib=UNMJM%F@MCyaA-ZhjrchE>)YWo- z8xcx6J+N| zWEpQk7w0H`2zJ6A*HO?H?UZ$va|&6+%|2LKo4GySoKSy0&iQ*-F%0Bq9DSUg0%jjFxh=$rPiKtDa5V{eCC9Ei_Ey}B^Tyf-=gp-^li)9DC0tidsVMXox8f#k{`0t3*Uh1_ z0&eLQs=g`B;5#eu%oGqHSa?p#S_1RnaW{7r5@)F%k^)w`N_5c%CGp7r#ol{HMYVNn z!h%SYR0Kf*B@`J6l7pm@EI|+uL2}MWl%OC2MUosO2#A1^5hM#DQBZPD3W($&2nwR# z+@9M#x<~iuaeLg`-QSP*{5XfhpsIFN?X}jN&wRq=n<;YeBYy>hZUT6noFD3LZvkl7 zUL)W18AyI!e36Cn3T0=aYdLEsX5D<>J#B= zPqt_zjYS#QXLqh>Cx2eA`QH5c&LWG^9jKD;RwaHxz2QUf$9&y_q2QyVqmU5X81}Ke za^-k#s2$ygX^!@6ORByxrnqSj`p4%-j&?a?L`gr42k7kPckJobZy^G;)2y=$oRM$Tx7jbZJ_WLe&Tm1peR+^rf z;iMOAKA>nx6qD0peYzsTUW-`KuHIU^v+={5#ks6VS#pFQb2X7;>0RE(DK|p$rNXRx zp=k{rcD{V>!2LM(EUJ%KG%RK+K|8(7CxpUUrq;9KgnF`M8HwC{wm((gQ>6s&pv*#4Jktn9Zj9-Xg#j8+k&}A zg&$)-f0fW=@(`7>T3?wTIM-c+`4LV!@#^yKUWg-eQ_3l@-u>2CKv9C8IlghU>5o-& zew288x#6anm>m|5d~vjaX=hqR((PRx=FO}G zdlMhY(jR~iHz(pJa>-JA^qXV(mbJ|{*ST9{s@>;-iy@K8Y?W_0q$zY_K{hl(Ni{mZ z%W~RA8t8%=eZ_4{d0-`o`oYzt5r~uP~^9^`ysBh+ptK7?FuVISf88BgDVob+} zlcTt?LvjPx_W5>;CrfC9>FgSJdUmFzX#|_GQCsB;>aq<1CSy`|+s!UA9i?KllLhQB z3^aHWw{G0X`!j|9Wzw~sORdMFJWk%U(?+6F7(-id=e8hrq2f{0JRr-S^D-Ls;+=gW zGk3QbSaLSqcrJPxc^T`7L-5|aP}HiD>3ni{S3mPgi_xS^jD-E%v>&lyu3H z&?@&0+MuNTRqq^)F!74Dfu5cf13u;trE{>0<^mBzgp(G*-ulrwoi8EXJiEv*Vm<$bh?NqE_6;rGPxd{s+vvDI^)sjvDP-u3l;%W4JdA~@voRzqc z?(5|!#u0Ws!~8<<9rJeFWvjc>NKgPNaOOtz#kZHfcx=r`)a`?B&j`D;POAa;4q=6i z^hbco6pZ38#!H1phx*vnv*(|HBmCL2#=1IR7+AYW#Xf7E2~yF@si+tb6s7qo<`Oaq zjd8Tb#ONg3{aYb6%hEe?$>mDe$+pIT#Ph&p?pM z#>RZhABfuEeuNY` z@^lF@?&}fMwts)DZ7*fL(Vj(syhu-WofjsuZtnr|h)Js2SQSbiroWH&Ul^n0TKISx zxf(028A+CFGk$XLbKJ)N@U-qx~=h43fiB@O=k++1^jOTgp_9ERvwA=Rbaq)}A7z}O9@nJ}7qd^w%%EATpOfwT_= zZ2if>GjoE;4ZX2zrWjY4s3G}1ptUW6xYsrU$ByE<$~cYe;y!q z{dD1hrjsNPOiH)KBG$tZk5m2|`bpN$XVzxHdWms&dU_fd;>$$|psoY`M-=*m zO#$p&aAa01g5fA5RYEQAgPs*4efy{If1d!0)|r8`AD{!t4cqQGW&m|Qez@`-189x4 z-wyP*_?Tlb3R%A;$mg~g>xjPt6ATe}6MRmcg%NPG5kCD23dlWw!@BaFapn{)*%Q52 zlx=;>4t{=qJ6zdD7C;iccZQSLi~5Jo&6~-Kh0K!=WBb7&wYuWdPo1Oza&npdINB9x zMuo59{Q@TAv+%OUEy_0n38R)O+hHB5M$zSRj5z-B9bQe6IK=!ZUctI7uFmk3H$ z>CLZ@Xbl+-@4xJQza&|VzC`D;_ZhP7qZXea>9Hp)iX9RP)lCea-G0zNWkGIMt1#pX zd!2q)<<^_=*3)+Auy19xLhB z$o4$|t7oeZ=XQPPivU7PF?!XuRV`$LA4hTpJ!D$4>`l#s)j>KFVwyl!+f3) zyVK43ScPzj<#+R!l-nErcT|*#fQ5Ts44t)fs`~+^fy621GYsTdP$A*$ph3)3@i{!$ zo-Yrsi)~VA29g<@6*Tk~IuIUm;JGhO@uPA6q!LtbuZQc}{4!_F{jW$2#KA{1#$Nuc#*kRe$mF4Dgt zC-h{A$SSNop2%aUqzTq;texZ{OCb?^{UXeYZ-m%wF@{?iqOM(ZYp}yVY#o8=wCvH! zGZ2^dwn*ZAj=-mhSJ9eWn^IgN9YN_(vS)z`=OsNYub~U2u3ICX#nc+P{oV*fo z(08TZmsl@>KL7~!H|kd8#mPVc+{4`BB?AKU1VY3REwt5td-7G6%*1n_%HgIOe{n#S zSD1>F75OM>%!jaZyKzr-sLsGV=%rwG(9tTd#{)y{`N1(jUyZ6ffdvvIcv6k`|b|K%WC8(KUs?sw2YdzS* zX;BC1D+DOL7DZ92Je1l$ZM`?=|YU z4xqAIC-SciGkiR{u@voB&Wuo8aN*|jTKMhmikem)i%++ccY2nj)q?5Q1fp{MOW***=_F9TB+Siz$IpoEgZACiISTvYcZT4gGkFSNjNoytVzYDUJXJl3YQs)tav**!a%O4Y5uTwBl zoODh9bMg01IN%sxzES#9z)dkYDXhpX`>mT*)Rrmehq>qtonT@_fVn<)Ge{Tx&W=b} zqk;DX_NX-(lFq$Y*Ec_vB70=+vY&`BcCUw8M^R|nUq&0YD_*;Ns6 z+}w&?E*!p>oWcoyYTF{H)$~qJ&;zlpw)}srF2UY{lNeNGc z?Qh6cBWdi}!rof5V4gkeeM27by)m&5l1pBYY#iQY;zms-M(`j2?lEl&-mw;;uun3qT-Y1_3jQh#z`J{>D&YvJV`IcfF z&XD7d^q`hHwC%-l2oYqTi@n|)6!|wC5Fdo-0a%4)N@Dzv)To(*-5MJrm!zf!)|ryu z0}Grg_*i{pbhM`)PTW|xC%pukV~~=aBsd^PC(q3@1zkk#`D|l2TKnQ~)`o&%pKW zU59tBm6u!0Qm$Zh`*w}j@V3BO(o5L;A}oUM8Ul@+%v(fE%;(UuD|lH0MvBkLA%OWM zT3a}1u=<=F-{oyS)FNweRq4?qpjD(P&5Z2r9_1_w1!8hD$3XO~9Rt9TlvdySM&C#1Z#n zLb;M;b?C`J#l;bn3_~67bOa| zkigmbep+KFL*5@?$yjjtGK0bazJt@L`v*qa`{0nb!VbYS0#U;mPo98x;l`a*m!)U@ zFl85zm}L%LI)~Kf|8EQF|3fW-JkoUhM|+z8$rI3vCu6|^s6DIm7rx&Qm`=G)zutt2 zHa#n3ZGuB}IF<+~;Njii2(aRDUe(79@~FWXhL)NdO8ieB!M#huV+jC&>8UAP%@^h6 z{Cs@Z8-o9wY~P30SNU_^d(#F_u0AeV>$X4=Lo%1(3rO`T;Tz#%-IIXc z_NxSinYdwXKT@w?!~>72j~$A9039lCK9~Xll56AUYdE<2Vd!!URpPARXR|MoU-{03LypW_mUX@RPRK?xxQ2#Dy+Pp!`)4`N*(8dNN7Ul;yg@_MK!~x8A zZJK;_b%&v{RmTK<&GN}p7wRF}Su1b)7HNB;!2B^&Vwe&Uu_9{aq;jF4Uq8mi#tetF zSn!&!tf+>Q0zrvD3FS71C`pbSJa4mogW7hc7IB-9l9X)tLivm!J#lw;w_9J7*Qi>h zjT{_l>!v_q!;q{VTs8srb1}yH`t0G*x2~j0V+COF^s93|T9qc{vI%U59YoZ6onN1) zbjJdd$c_oz`9?+6fxbo?pr*tZd^Msd7Ow{LnBe4z)OM3DF$vQ~FaeXCs~srzSBPJz z0?ANy@mVSot}WvUh12>r6xw%i82jeV>aj>t8|6SbR{s4^S4)P*Z2>CmD@P8i;_res z_)7NtfM_}U?wnt+1Cg}mpWaG8aWG+#>CjdGw5#)7__u4&-UUvIx&cIrTmJAim`2NK zt(K&u0Ue0-kt|~2c2J;^jgaTI6Wd~#M zUcOFZO?pW8F!_mT;P>QttR3DVw4c*w0_uv+*y;Hhgv^y0Be@?!W0j8MmubrUrh;Ci z_<~{ktg_ByPrN#yyyD8#w1f8VWyo8>->1?EOu3caMM$?xfD6Ta=Gs6y$Hyxm<*gYa zkrKKn&8{UaUm$Vzwp_SgTaAx>IKP4e7Tk(ChPVwhl8o{=PK#Z(K5D1Z@_j>FUR<0= z2rT8IP{>_9_vc`BxXYXQ^9tLqSgEa*g8W2=2SK62H^=DUc(Cr4@wID9gep(%={1hI z2qAi~-;VKyYP4xA@2wFoSXjuhAj5fu86(_el_#QvzyLGqUq`;#k3)l&4%m{PuoP-^ zZa4Y5&-C=DLpc}k5AA3vt8rr{vHG+*NyhQ_Ex zJdPgq6;|#KgC{gz*vOA{-M~uuXy@XRg31(g&0dTSmlRSTJs9O>2KeXxv*9g*DS|5)x3ZR(a z`7=p*mn=Dh=-af4=TP0zbKVDSEsL>IAz3s%Bv$tn+t#5I_}%(gAT@y~1(}}g zTs4RtU0G>b9|#Phw7E|dLEsOsv|^Qvxb0ltsvpP0d%*BKWrY`R%_kf|+xaSEKp}L2 z9lb#gf0nr4F34yBw8-lDrqZk4!pH~T4|gm_$7Z$!75;ucbgUzT5RNFQB}Q;5Bv!qy zi@>wfKg}J768LeSGq5A zB1hylD097gsp2#ThK5*Z-p|rhL1TSZ!}4&X^u>!oX96>th{V061cqmO=ou2!;9#7h z`LcS`(ONO;*7Eg7OOMXoiF@_UoyB-309$&y_PtJ{*JJ-Tp+&Jky~LY$YzrmIHVV1R zuV_*Gm3Zz$vK8K@)S5r2MUMyI0Hj*24a(-Y=RmYMhyTe?Q}Z4n3oeY_Iv+5fncXrx z!z@`S$$+Eye)y+Hd$4AtTdi7y`i)NKA%2qvwmWUF-h(WU5r6T8iI=Uyv|s-@p|Zt+ zbNfcOW`O4~h;H&8echeXHiDWoH+7Q+9|3m`j_r8WjupZ>a%O+3Rg-xctv)05nZUzY z2|v`3i09qkF#q;blH<@Zj`2>_ruRysxi%kzMc03U!olKf13`#Tz>ghF-3fZ%xf{;k z8D*%xzZ3=1bFZ9}@eCi8W_kA41_?8;Sw3r|a1+O4dRys0TXa@)w z(>u_{*t7pS*xJe9-<9RJIvX(8G0vL^D&aUD%d?!`Y_ty0hfZS7T4oQI3I(NIQ z$CAn+d&&|6y-m1nMdCEDuiEj!JmASLal_k1fX-)?zu$n#j5~t@4{!K4cM)YJKJen= zqV)Xs@+;F6Y;ZArAn%8fxWWc7NISf`HkBqPGPF>_mP5ylMJT2Jy2FogUnF&sni{ zKvMCvk5EOgEUcV}>$)yj_X>TQ3`D|mJx7tG`K1q20H`7=a3Tx=Tdh{w1tABbtW!UM z#;+Ptm{J7x3AN!c+?lCyOl=wnuLiUgPzKEhrQbI#5gvW=GQC7 ztVy-rpr80yji3PPO(jHFGZZbZv5H<3&o3@K{eBoDHpgiy2gf~GMlAx4N=X>tu26z& zW1EpZ%gKio0E!4Q(KJtu7T%v`>Jepm52+JNR~SMLE}p=Hd_YE2%p-h;GZKoYDR=x) z)RtDgYB`&)!9iFUe&fSLkQliEXE9Uy##Rrs3~Jm$y4*<)M2z(M6yP*Mq;K7Wcu~mS zT|OJj-j_<&=7@#P;T}`+h3_anc@JfE^8sB{3jyTHUDy?F85o>v z8lzduS#^XvJ!S@RoeSvXi*dh+Xf zS$HD5705zlycJt)1s3F<~KoMOP#jFD4*whzbSnntX$cR~S)LuV6DA!L=APTZ z4bEZV>?xe8B`dTs~q^Xf;DhkO2C zOFU2X53hdp)SRA`_ibSk{#w#}u#rBwmtA9Xa5bjm-`h8JTdRQ89)~+r-)oJRLydm} z*EC>C0ho7FKLjr)c&9$b4M zbrC=R?iU~sj7{1EGH>C)UticZv@uF0OVq%|dM@4ZtXR(PwR3XXm{%}2H}~@T4sc3& z{qp(fbSQqYTJrL5;YsfI^3}HbPCM7e&FlC6hQ*Ai&M{Le_5hz=0 z4{s(I6Ec4S)C7vJYxZtoUw1yg15!L=*&IS6hKmQCooezYS%5fNM`0(fAp#)&eQ)o> z7QIENAfLi1Y$ogi9`PUQw;I+l=Q)3Z#>}wMo3H&s-4X1UV9ykz^p^BD;TxS`p6j^H61zY|pE)fos=$jU&I0qe+@uN>7-B=%i zH(v2B^ii!FvtT4xV`f8JD`)>1_bu26cF`SF3 zb-GSMde9Aw84miCqc$Gqgli%P#UlFX4$5-+pnv?I>hD`rdO5$GIh2*u01i!tj%W*< zqHG{9>Nl430-{__oAfx$OuB2qBI%w*dUQFAj&;SVuaUI3>PzVlZ)MF~MZdIyx@&|` zYcqzw<=2f(!|TdAcZaME(fFMKVByNtFl=^s5h!rPTAVDb?NEh;*DS%Huv)Gd6aN75 z9g+z(KmB=q96b7NYlZ53sAC(iQX5er$l&is)1Md>l z>FGexAZEuJ`bDtU!}S`Yh?Za;Gs41PZY?aya5E2cig_Zv9rqaU=g$v2EHg-zDSWn< zyg3DTN=&tCNt&TpePNO`u?jas*iDN|N8P{c1*C~!(sbi~sKk=L;qW7LbdnG}W4Fm> z4cHn#3$HkO#nKicsBL@Qn9|#_G?}v(&76y}-0jK&wr50}_ia_V^QQ>Ji_fgOw1q(& z^T+1IMh$G%oxdNT0@neB%k$XC)^|tX3Od>@e|~agq&oLZ5<8jUqBKl#jH-BtOHiOz zaSrxY$LVD;6h1RrYVaAbxHT@_@J3YpM^zaw($R^DI?&tlbi%hf^~lZa{%NWRVPo#q zh?@&g#*ECZs%`8eH_#)Lb7#bb(w}UYeD7$7V>>fApzld4HBNo;3%|*NTNc&<&Ci|9 z1h-Bj$GgzMSYR0A6pBrpwx#VxjYeD`wJyEWJeAF}-H+$J7;lv) zS1g{>LS8i;c#4u%UFSGQ_R1AqruIf2cbHwj{>GzU^1ym1U)5m)e0?&d5Qh@4Xa|O> zl-5{X2Z2Pq^OwmTB~AYMIP&n0HTfrQ%w+eCjapMO2{zmY2{2hi*d_U`!;MLy!~^i>j@-HsEln^9AMI zc-o@BUzR$tT|VTX6crH?hxjJeiwFzLNkPLM!ZFnQpsECA?MiSB8PDfwo_KsizBKT_ zeq;-iy&p20-Vb`2HFH~`$?s$4GNO*+X#he9O!gW3*CDDv$H>{4&uHXrp7Bcilf+(Z z1?tbR6O8_CZnt*%h!7EZq;pZKdMMrQ&L9spzF};m#ANv5FKAQOxj7s$n{WP8rp~hp#f8QKq!@ur z-ksG7#YDM2s$Xb)N{FSMC%)U^BTI?mdqcAvxgEs9X7t}Z;eXl_Z91B`xNL>c9&F7{ z7u*LB;d&-ao)1jojq%|F$%UxC*}~M6l;y8qFM=^}=_|O3WN%Lu2xK_f#sk>faWCl+ z$+^fq6Q9}9Se}I52heetoig?sy}2oM0uy8Lb7+7dIZCMlkq7Sgfa4wRA8x$2mml2+ zJ8z(7zG&wG4#GzS@7&a1fahZJ-w>o%(90Vb8S&h#8OKioa^6MuJ-{VBVrC@^3tRE$ugj#~@=6R2-!3KcYknc*wF1)4K1K4zz?6|oS> zm`DW;_dRYMKk&V;F#yS|!^tmT=iI6VkiNnUt|UhOA^z-O$O@+k8tA%_nX<HaVGnx(H_Iiz&X zMZ-m_H>g19)az>e7Z7D!}oHs%FvAk;Eq`LSYEuTi~X?6$J?mO-OOglN}E8WRfxhiq9A7E zi`RK8;~IP`3xSVmf~TLZudOkZufx45E@}(kFg=+WbNY@acYGa>&RmrG2Ssw3C0`Td z{;ZUMlfp}fMdgQrc(RJ50k&I@@$Uocs?SV@Y=#28cFX=c0NUT}AoQpX53aaI(@6uP zuTQI%2A-8y#Y99T?u^6D?{41q{HyW!SL5-o#^Ya&$G;kn|5yj}-!vW>Q$JzO4l?+sFtdeT9fsPYZ+PzX zY(UH<@Xj2ZoHW);AZ-|8L0q7UM`9m_>tDa7Jw#kvUI5YUC9o3+Ys13As9k{l^!7Oz zTz8Asiwn0CTH2AaNeFiK0fz*5+$!|FwNlUj{4QF<@Q@?#!PBF&ajuLD$su z{^(7E+L|mVNes)8P%@^Wc_rN3GjdfoWt+xO< z5=)$+VVH9q0L9)~d{*!R7>UAkl2V;R0f<5o?Cx=gK7%nOa{xmutsKA$Fn&P&ZGrU9tq)$49i=6)b0A5D1r z^yz}JMxo*3;#bF)_h~d6lZ)tI2>5KxP=D-6;yji$Jh5iO?bUJzHgj6LahCmN&@6PL zY+9#8ur&@fPLQ-<{v9FT$KRKFJp+IP%^|J%`yr-xrIgQ_XMqf(*zg;p@9+d`*Ti1 zc@Nd71-@eoDjd{T;xw?RW4F|Ih22>l-|(KALU`5-D|>tUR#N60WX!*iRdJQzVE4)5 zlVnAh-GGb5lu;!>Es|NZf9@lwQ`ho@nAnX=x=(jt;4_Vu*kWh@df>I3tYM^<3A|B& zbY6qm;#D?vJ`;UBm4f!htp*;q+ccBKiN;c}&dEFdk%_r4Kx@S!8!5Fe2p zX1`f4M zD@!gWxPyHgz~fC=D)F;eyjudzAL7)J*9N{iY2S?@`FFzonq#U%c=CEI@)m|tkgOPM znvXj;Lz-T#0t3eh=L65h=U;k+;^E;bkGu=vyHVHXuVFX`$L$5~zMtl5{XO?KK?4g+ z!3Mo{la$ubdIQtXV|rhKi!qSHew!z)6^(wapijga(EGSTdl@hv=17tzQ9qddx{sxP znF{{C5TD(ATZtj8Oz>V_AV4cD00e?yaJ4=M+@2xG_rnXaWP*^`EeMyP1z^w3qeSt%PGY*MH09c--TwOdK8wTBFh6`=h0S8|m?(_pYDz2i^c-VUx?1$B`#Z>(Ch zfB>Y2dhg)LAXll232rr-;t7>PbzXD-IH4KI7?kcC`YPW0aHtosBj0yBO()R_4H zk4P)s{}MI+cVaOANzB^cr-7ZklSm8F%0PqgxZbDWe|rDCEvyKK0HBx(8BMg@Z|Pd2 z^msG?X}>x%5Q37U#2p`ZnLQUZ4(f}XM?m=)wfx?V?uF`rO7!=I!r4L&)<~hZ;Jz}; zb#=4x-h)szPqtfs#Pwf1geej}E&s_P$Q6WWO$TR!jyLJ9fQt!bI23GLYM$k|(p|ajvDr`|9bfQ9LaZUR2cUlB?f^fQKkzD`EO-Mv^iPiypo;Vd1@^kJ zsp(_KSs2#kk^OqK2W6l;OmSMDyC=gTm5XPu2fH9dq9YEU`iFTJbOb*rxJ$fn04YIG z&>Qb=WPSz|BJ-M0doXat9yrt@f#5q5fCfWcjdSfRJEM^Aj+w6#3<^7dP@+VDz~7#I zX1^9!KstZZm{tW*FBuVzP##cTa!XI?&y;x92~6258|lf(XBh3%!8Jfj=DS{-P%djR z{~%*`U*AZ73W&ybA>O?@`m=!Dn}%R0e_`6rpL-i>O#egnb;Js9M{*Y|8&O!BH2~Qra)k14S=()?bmqzswLO zyKzQX`&=Rojxl&C9JGRbgasULCr9h$B5XaLkm!Qq2at(Cb3p^rv(sOYj* z)01#fIy?%s-2H5OlUW+ zl&~|H96z|na`^BING-K{;ae7LLh3_cSr${`@RVwL&q$GSxcqT}$?C>1TQG%&L)+y#HrDZj5) zYj>+EZUd_JD&pV&R>*TjyC#R>yY&6vO;aMFx6o51qn*}7IieyR#3Za2M_Zp9cG2Rx z7&1=3QE(a^&h_o{u2D~b#X|}+)Q?i#>FF69oRc2F2_l`xn zw4X=aOT(KVG9`3Vn}IrS7<#31y z{sSh<-P8f&^KUFVi2uGjk$!^iccZbbrQVIjR5~A2Q_YhNLGE<`Stm7$WbYC$8AWvX ze1xQzLXC8bL%C20Cxl^q>_yqD+N3fg#RmKVH%%oIxO&gr1paJCo|ac$Gk?ZwGEa@p#_U%(g<;rqnX z*%>BIr?N0GF%f|okKKXEun`(^2{&K2!acCY9NJ{KPCXJyxLV|L%>mC-&jOhCVYJmi zrF!mtP9>yrGt z#y_w=Vru5D*HGf+N}HS3V7VzTvc-1g=~y7kmA)s5aAV6yDc}qk^z~2H{DC~T&#%G! zyk^FG+SxFy)xs1N7kZ_s^7IR^wH>)EK)G!dPVjDYiuos`n=|JWof#eQ5t)6Zd))00 zdmC)fGE;UwmwXup8yN+FLNE_mK`OG{|yb zOwSP8?=fZ^aQ!n77u}=9d((QGMMXazJ!KF@*$v%v8@~nfW)deAP)WM)18-8F+EBux zhqg{wvy!~6x)0La*9%;e>oz7naeGs8Um|}h>Gkre8zqeF+8VWx8QzbqY0fpDB*dIF{_|}ym1U_f|1{#%q)`0dy=Rg1Lw_xIOv?oq7BbXN#EP&4ATW)DEt7k zBT`O5TJi!o%&sgXH8~}ot^1ru*8oy-qIs07>0N<*G3TjJ3vx!uqy=UA?!?bTwP5*x z++&ROoJXYVD}YUu5ou%@-t~~6)L*!NKD0iato4J>bt3x?>wVqDNg_2 zX2}q|dz;YpXp_ZUHs{+$l(M@Kr-l9^=Z9{IUngBps%e z;LGUzJ0k?F&Bw>bIiwk%ElfF<(}- z4u}JQS0kK%0_$PD&}REWH(Cy&zwhk^cG909rzaO^m58=w%^T*;3o~xPX`N8*n)Ay5 zXC1hyy@OyGUMn#tP~5m5_D>IBBZdwE$~2pFAdqd>6ww78K+m#9-PL2Uvg`0dv@Tzv zksrG^m0>a43ZAm1UjbyXV$H1l-=1CRB-OKf2kq!d<)V90ay(aaR(*Xkp> zxo)`pr8NwtERU&SXwAuUyEdd>yyylUUW3mzQ}%o0f^&!tGonzH_~*XLdEn}(m?18k z?IA@R*(%zlg=!k9dw}Fo1v2mHi51DQl+#9h$<9R3vD=@Ze(Jb9j9UkSz+Dkw&G3EL zt=69r7`h>h5OV2v4QG}U^pOR`kddf>{REo*;b%Z*JGTf^<+gWNHBTIzFJuojJTI$_ z@N%n&6L;0!T-7>V?}fJ0Vi1@0Wn7WVWgPT#3fTOrNpU)bL+tc{kwkd z0vA55!wvWR*Yyn1GtzLdeNJ&p=KeMR=j3T05yUb(zvB6eI#x<>B}M$wCC^QT-J-oL zkvVxnKCVN8n{ro0QbIZ#FiOsFwiCr}s$e7@bnRiLHf=QFZ43E1PFu+PRpccgV`v=` z$)r~sN=r;+HH}AE8i|9kW1GXLAr!^#A<#Xgp{vTc4!+-MdUR1)qFH~bBbIkdP?ge| zlZZUpQR7dHBL7>t7{`8PM z@(hX0?qr?&Gs8Gimc^Q0ih$8s^$(Hp&lIM-{}8Baj;IyyLTwi{l6n(xf}Cuiu($GT`EZrZjHJZg9eMr+q= z5C4HD#IJU=o~YF&6`-U-8c{e^)T_3c=>GZ2m+zrq{%s0b#=akcg!1`1Xb~=WMU5Wq z158>~h3bUH5=pVOz!Zg8gGbsLezN%{k-WLl4}jikG$wHsnAflZG0#b(;Vd{G3v7^A zZqG2Epe!n040`bwLUf9~xd5nU!gL!@4WX@Y+MPXtfG$XrgQcvqWlWhk*VY= zmoh%Yk_v}Ng*?YA(4JxcE(@K(D;*X+3Kd3#L?RLTz%kjb)(}T2qIvrzrjKrnv?|$} zjD1fo3VcDnBmw12;N)XtW-{HJ)aab%MB)cMi!OML54$qeaQhV(2(-EPdV*0D>C=r3 zr@*xT|i480)=xuiJL+jxV!u2ru_BfaVPM>6m>GSQJMLfF6fT z75`7I!8o;0Hesis-p}|zA_~AFxvzspwNlI=ox!UEGxPD()meiN1Dj(q|6Y zZLVgiZ4laX>9CytJ;gw-qm*zn@Zp(30oLrg_t{w7;BM!82)672NU%-2sTT=bjCa&J5`K73Ob^O0rT!apdJoAAr^kG2ZN;^Swnza;LJ; zcO>onKct*kwX+(Y#D6b9$Fz7Lbr_D^O;^DUenwpK#e74YFNXclPZ{=u1YwQ2QII5X zQY6bJ+rwm5sLeL;TA{@6_u+vrEl2`ZpQqxICYfrYHL4l@*+H+s=5Mv882;?pK)7U7 z*dU)ccO_#tia!_SMK^64#&k8n7tYE9rqB4LMm5}Smlr5)x?8t%DP+FiyzvFr2OO2- z;m3J102+qgk8SYyqINPH9vuVk^4V1!u@xUArcCGIBx{q*^i0)s;>Ni5WdzIFbh%XD zF5!RRWN*I;O*SPR(TSUwb-VCWPh zQuWT>zViJ?VV=LuuUCuNLelg7Bug*KwqCp}Gc~yBLvHxpe=ItvJ1#YKe0dmeZ}>NY zM%};l_~#Y1m6ncitg&*Mz8jz12u)qA0N?l~hMISrvfxWYRz%1b$+l|aS}L6i_>+`% zZx-T|b;4nfSxwAa4@PsNvS}=*VHvANua^|%nO?6@`+66SJhS@$q$gqdzx&TUVq@^k zRxAb}dAx)9-T}BYIa^LZ4aMdTI%=ZQ%XgYqDts}2w4|Y_VPBYoJY7{QHdM#0c9j_* zuX+>%aZH?-$?I0j$w7wfZi_kNoXnF;u|&YhcPw05ov8K4L}Q-YZ9d~2+UAw$Af@Gh z8j7gysP7EIenAkp4DmYx^iVQFg$Kvn_SJKuz^n#LM<(FMz}-yHKm-5-5LQ&)st3T8 zzW^&i4pqh%fa)jegFfh8BoTd|AmSz5*VhLX({a=x0HJ_jeS?W!hoJjTette|vs!r1 z3ksgRE4$N-C=ej*<{nJw;w~yP!8i*5h|NB*i~Lar)#WgT;PYDD$SPX_jsS;33Bo#J=xyM*jupc9A&cc!Ys;bHj&nY1ZSoLY|@(NX1EUqj?VK6)j z;?!F~-bv}I)FB2pC_LeK&)wm~`jzBETOn#1LgYHR#$I8b}UNJtfn|V`A}0Pz7Ap;`z8Q4aIPg^yP>BCkt3|p zj}szj1-dr&6Le=L;v*bu`tA;Fq8S5~zAY}j51_dp+IDyf&2gh*rv&`^A3faFNRudF z#I9%_ymW&$s0tY|tI&h_b^a&u1h6X88L}pP#X6W>GqqSnFSq%EOW$ziCnx?`ldX|o zmARKwElsEXB;#(G>k=6zk5P!O5giEieS(WYSK`nubYWd3E8G^}6TmCLT~#^sjk#*Y zFQ|7Y3$qASHPXGe=lJfbNKL~RVxNitPNM1QYEJd!0*6ZP1*;KdQ6F#+~3z940_W9 zu>$uCzh7B20W7t?c{SYguH`^%JA_gBMlze6ArU)fZEH^)X1dh(i6?%A=(ffybRiaF zOuK<0Z@1+9g?du3fQVAWJP25HmVZ9*tIN0il;U|@ruok+R5mmi4Z(DhXO%FVNGHvZ z@X>bWMJaD5Fibd*piEqWD*y45}~ReRy^ z=<&*h<97q`8et${*YMnA`VF^$6beci%Zobza90s2-dXA4Dq_T>#lA09p~p#%pBNaZ zXh|N~hcoiPck^SkGCNjn(v+HU@+!3|rPGjVH0yT}P*aCry%&tR^ zJs3^_jdqXC;U8Eu;n__Y4v#OsuunI#oxxu!nl7Qe`x|H-vnYX0ERW$m{>B#&X zx^HC#LEa9s-!!$fWCMN(tl7;6^Kx@5ypD_{Zp`HD0Wf*9E5xqaTcpaCGUhRezKB^+ zQqAx_1z9NFn5gnv9L!1yJffCPc*2X{jmCH?DZ~|%3;_ihL@YpoPPS1k5WTlP`%oeuT$0% zYYuQC5x2qbrDgOliT3vP4rYO!Uj*59{jYm0g49eJz*`Z}Oiy*rlNSx(YH)$OslB#c zN}thlb!Ntx;Q)x-f}FVUEl)&I6+ z(Z4cy<->n=UGg8QkhqFbJ6>V5s>y zPYs!Exe(wrM8bB?^&H1^5{4yKZMnS*ws^1B4Oj!Ch^8l%Shm6;`TF_?w zz7yPg3`P+Sw(BqlFZ&a5Jy5~~YQHMUCn~~U6}%x?OKIR*Z@q0lQ=sJy1F)btE0N6K zv=j2{WJsOgJU^eR=nZa|DEch>s-?dSFJTkAf9|sg;`$(wh`R7tgWol+F|{4O`IEM8@Aoq1{5tW z#C{Wr*aD>VAUPBGA!3MH(uM+b4lE6ssxT(ZsjB`juLo<>!L{xD+gPDtjJUk_Ko%rP zVBwcl$~{owakXSMB!N$M`Y=!@Or!!^AK<8HX=p@O@)zVRZ+!joWpWkJJ>gZtQJdmF z8tFnEAH#x&@)sq`c}t-XzM;>d#D-fIQ#Gm~Q1K=OIbBsh0;HmP1RA!ac}O1NLYP&Lp6!$olc=?ddC<8bA<%E7q7ecg{*n za^d{(0eqbSNjwr{>pk{wz5oHjAY}}e0avl5GRtMPsN1=do7N&_zU&}#I8M9`I3WLm z`>(=>*-Fs&fgJH2cz%4a@0dRd1SC^kT^+G+Ta~q;^8L2>={Hv2>7UQ`L$fZP$;Naq zRCcfSGW-Z-Mwi}1y2JT=@cGFffdyzb zMQe>9D)3fI6nu4l2Qsj=L0rwIG!i;g%jOjbeQplCCRLb!Ek)D=j$7aqs``kLO9EWW(Lo?=CraEcl+S=NP z*A9%W6hP-V{8fiv}I)3ie-!IhxvOd7?5! z^ATwk{shk8=R-gy-kEDzj`wvI22kfg)7;It%GZKJgpf15oksg4R9MULI|o?wg_B0X zUzAqwEHUuUubA87eWg_Iyd{ z9M-pa637ShaRAgIdPa1ePv({d?7xSPUkJIVI>Vsa07=lw=rSM5uTP;H%qod5%CGB# zr9^dZL=KT&H2`$s^?t;Sg!9E;=)e+js~npl{Vk>V>yNjxER;VL6cluCO9C9G_up3c zlHtMhQ%XK2uybv~nZeSwT6s_5R3Epv^mDurwBkcM4j?tMKYDJxA#8CL=5#gt`t2?K zYSQ*LBbY*%Ac?YaQ)EoQF)t}A+k^_LtE-FF0Qv1>;2mk{i}7OZ%y|zF9$3W`#stKk z*suxyYx>^*2lq=%#Q)d-)RY@HR^{k|hks*{SZWDSl!nR)kWjJ&{;$n)sKNyu42@J_ zbcV3t#6e}|s6yKWG$XLA2Rqc&KyJMXXid@J#o!K!7XLXn>VIpM@oNhgN$y2MuWb6> zG5)abW@91(ajG%}mBb?>BZxoU-RtMg9r^l zkYxmeA5UCdd^F+8l`D7cbWKcJ&AXx?isGhtWj~D^ntun!aBeTOId9mK70tG zPPULuPPk3X0AYr-H0r(F8sI^j{eG9c1tqVDpdi}c)v1?+nOXQ9F1>r-kZUp+qhn)m_WoumJQjRQ`E*gu_PW@cDMU&N+h;3zTjRDM6QYoxyQ}=5 z^|0mXkGQY03Cz0mDy-AslNBm)6i5eQp!HHjj{?o~FBaWTPgY!J!KtV=2s<2ccQgDu z&-4LB+!nOMF<-fIls6RaNNa=#e}GFdZ6mL68Rn@a^0vAzy$rmy<%oOjmSZq(j#%WB zCs}(!1VQbp&I}#@I?Uf$z=QAvuS|&R0p|8eDKku`q=%wZ@kK;($P?p;Ut4(W__MaU z#MjHzHDXv3k0I6$eU09#ApXIcUbW~X0r4W3J!B)wvJ3J~_sp9EAnq7-bA%NbnaG4{ zaB^xl5qe5I5bf>(zya!hi)Zow)+)CEFv{wdD1Q4kfzl^d74&&8Ue+om=lC)pp}}qC z3jiRwt7WEbk4Z=D&|(`)#ohair%pheu}j`Zk1AE*X{4jXtNu5i7H;}~E66Kwyl_Hq5zmud?O44&ky=9XHl zc^6Prt=%pkuT-u{$Fr!<`v8fuqg(4f4=Y+~`=1#;U+#Q!-_$4SX7f!Lm}58^M<>m* zma5tM-}>e2yrcoc`utWikdZgQu%$c)LAxd|p-`U=l~KHc?wFef{@0F~(`>WiKj@fG z$MlV-+i9Z}&KTp<(m2*Y+a6&c8_?+?clRB~X5wt_I<(wxSPFfjzPBmk@kabJ{ z(2!`o=y|-e^VOMz)RYvPV5;&4}sS^ z+{MaPipie_%wHtw_^zdRT%AjFo}a)EGtC-%9RPL5mqcyJdmG)rSiNx%f0{}h78#~_ zJSfhZ3?W37JI}92Mn>kaF_GZbw-Kl^OovVoK4dO;l{zB74jr?|1|K2b&?ZA1z zwO0CERl)!E_kxCdjO*-lBhN^+ACAE#y`_vEC=w_`V=8jKVR~^zN*ufP1>Tre<15}2A}eMQA)!r|up6~~=ox%x zJi{T_1P2uQRZOlBy`K1eE#Z1qayQ)NUN@e;eVv%@Z~o7RruO#Pb-jDQYH|Ig<+$MG zuc2E@dS6vF`f{MakqGk2j1xye9js8fI+jojpi4$z+aqD{S8lN(ol*^6h!&fw$Ki9x(E8$05^|#`F z$o>1C`3qolEUu8ao})ZO28rEk;y<7VM(XFz&JsL0`1ATT`G6Y>wtrtU;&i(By!Vcj z)Hy_@6y*luf)QTX)RpC`{Ncz`8utz12xS;!U(rV36v0|+ijykoTlI07{K0?FHhV~N zU6zkxJNwB8@vsmNpQ*Gif~A_SyQ^dl$u2P#?grCDs@3DdpxLDe1^{U|b`AoL*Hj%*5s|-{OYBcx z#!0*jF(|65sp(v}xmNrmuCvfcMWt`CZc0$?9nT`P%-~#Rt-(%uG}*9*B>_N}?Vj(iA4P)H2s0~HND;XQ~+OFS} z6`s4(T5^`(jAVcM@Be0lGxNJojYI+zldlxW#U^D77Ml_xFjpmdb&N$xwSN3({gC^( z>z?p3pxHZzVjN&<0}z4%pPi790Nuu~>&=n@#}(PxW>84O6%WEbsJLmJbfU80CPhog zpx}64S~|AuVjmrx0+JR$(!sPo4<}%2&$xakeC3~|7MtIi>){w7xrhrvhfFp!OeN9% zTkAXstuq?J-a5CBy5_M5jXMCw(}j)$sr(SV6Wf|=L)8Wyl&UqB8C(jR@6q?J_jbl= zYNq5O3>+Gr?EU8x#-^skJlDsk)L+qeh3WkFKDq_^=<|B*xxD=RK5@T=FskJp{l~s5 z0L=4yISP{2J5HOsEsoCyc7Gos>V_)1=cnB%HTsbUdZJSj?FfxO@DVMpTe3kE!p)`Z zX)B;c4_SxO+I!MPUDgR?TtRngJ4nQn0~w*R_n}%de(ow~u^H{D^n@AQHlng7hK7-j zcs67|exgG(kPFd&r2qc9woh^W#>z8j`-CD>JHH2!CM%!bM}Ml7318E6(!-1bkaJcS z!|)1#XuTqy;LOrI#+;H3*Sog}vYAaSH=s^V5A(!Q;Y1V{X1&@4spYt2>RTpD{k!^_ znm<%z52nQ-=G zD9;kBz_HTTXg9_RbGe;nb{s9&jiE#6^gRL2Uvdq;ut?!R+w15YczJ4}70t{+&>^7~ zK`!fJ)7{h^fX%bXik^vjd<>2TuNsky9(XbA8zCEsp+itxp5Fkt;%?o-O*Y0G&}yM5b&S!Mt{*B~cFaS>)j{Ao`0rDE+s zEzw;ZD+L%=TdPAi*8S?{#pz_5d6Oq7l@Gu6|MQXNyuV&+AE1Ly>w(|R%wy76(Y#JK zJ6l3dW2kvNM4%VVU*18|x7_oQNFEy7gyTZ#^S(A!NSm&(gSb{y?wV)n3l>Q<#O}r` z*8xA%mNSGUM+lQzX&y5O-H)e_e;m0#*cTZqwtGTF&HrP@0jI%rsoPg1t+#z(tZfo{ zXwvq$j$Ln|pleqfazXr!xSXQm%Q@C|X2b1cXn#32R^T`gqCgL1 zXDYhv(rcFHf?_rYdC`^>9=3XSC$wtE_3J&I5J@LUk4|%H6INt4|HW>x2#<%v8-2Jg zCr~)}`8Ad34QVomoQF;dZi#Yoaz3`70M^Z48_IOr7h>c*-d}d|eG)wv;ekt~FEcb- zzh&>325jy85mML}_Ud1C6j59mSuVe~+aFP%Tvs^IzBFB>5!008Se&>TZQJ*3`ePmh z<;)Uw0Cs+s^-PnB;Yb4=SUK$hQ$eni>BoWQM2MlKA^KP&*6^xgzWVVf}tT|l@b&j``#Z^q+pWdn`vvRN*I%fVg^y7 z$RWux&j#pLZt=fp3E%Y11Sr-j$=R8nK7&6_T~&3TE(Zc8dqqIBYn6{aP^);5?_CV> zu6n_4HHbq?w+pN~0arz2wJcq+9mS*@IQfm8EvBrlF1)${6k)tVXpAq}qy1P|j0xiC zIbw{~@!pP-s)HZ|PxlzR4XMe=#6fN2`=}F8PN~%aqQY?-{nB20+SPqmjv*|SOOj?{ z%0&+Rb>MAevAIzyZfy78U?H_sGt#Xi4U+V4?G>RlaTTEOOgcdet=rmzc0Aw^n4+z$ z1H!yIrNx_b$ClyV_ACU?_qMFY1Xh;l>V1I+R&ykD@9a&~6J7?GOV+I%K%HM$*pFW| z|MOFE{bZmU*-(&E?zG>QboYm%&3SX5DVMRnOK*v9#cojy14eTo>;~^~OZ?si!7Ap~ zQt%cAna+vm^i!y0sei-audtHNFU`yjrv zQ()O|2_6lh@bDjB=(SBm`_aTe~LYPd*-e_dDb&Trz!oF_cwu{Fs+3e zOkcH8D`3^u)zKx)y(@dus@)ccn`7zWdeDc5o{=@j_ixtNDlkQaHiX3!>_y_qIWGq> zxb`1Ot)@vGnkpc)zdly zt$AKGD~Gox2Jv}H!dk}0Wrwgno95s|T4NE3BOd)c)#O=P8VU7xt+qQJ!v)rNAsZlb z7@Q&0?UXcKskihKMC;N}Kic~GaFtS*AQL*+$DVZu!;~#{vGOgn=K$FtlLNO4@|BpE zvvNyH>^;b!4FNnc9R_ni)x|FXJUYW&D6AG17N7(RtAs+@het_K(Fg|<=NR@NOgv|{ zk_ET`9C4tLD7veqrR7F1`PIR}0Zz{mP{;cK9Bl!i;RS`GKp8@h4B*H8+Fhu71LWjF z;^PSYO1RSUa*=aa2@(<#D5@q~3V@S9OPmpw;!R0pN9q9ql1BMGn4dp? zu7EV<>;6#Ja3C}Jo`f9tbazK#7e2fE-n8x3UpK~zxsQQ2?>1;QRJer{`9hb~fSJ6c zr>EB*JNG{6rtv4h>VYg5a}j5_Aij1>a(LlcLQxb3lmJAyR~1v(6k};1#gy%hr0*UU zQ+w{sh}c-ldcYJ*Njm1j3oreCM&ny1C?r$^5MTrFl{1|yD@GXN}h@g~mZ zzFy+z!N&HTOOqn*jSL~R6mk`!Tjc^bQ^?t>pzMp|?%^JO!OF%a&#>jpo(bBVb|N|D zI~GI+1j8A?`lM3!+k&Y$RVSpdak>&L;*q$eYaABS<1}#;A!TJ;#biq}0#CUH@yrlX z*eg(^QmjG%a}f!{*lP~$0eVZ|h89t~o$1(y6msO%VnH2@WMUtM3-8hQzNX&W-w&*z z86x)=Q;LwTyk>9}OW`kgqIuZahbwS@z05O$sqRo7>f3}e@_`S@l$(GxijOe=`nt_Ha^706(wYXXm2nbyTdWw;~>?k=E z6>g+VP1e^?sln+M-)g<%&1pex6`1{ErbGK_x1O13T^x)o{T$h^CFEHKT(77?f9G2j z{}tMWCpw^E(VyX1%iAaOR^AZmA;(QSCKV76=ma}exgu6_GMSJIOL^qu2Y;S^caxi; zb^m0fc$CPZ>OplHKzF$o7aRLC*^qV$Avtthd_85wAY&P@MjM8_pV+2jsQCCatl>uv z2gth7?2`-m*?Fj@`9bCWC`N$65tFVH2d>PqG=o*P?f9>DvA%0Buikj)wI7&44Wm6m zk&rW3j4iNTxpJv8X}_Cn^rO$sicdW?71NbnH#)w|&TWEQo7sb3xQD#Hn~IEo*%(jS zV;?*@^)-fcr-@h63e8B^-oJz<<=^bzfj~l+0UhLrAGw=aQ#xvtjjP_mK>! z$b@Fyo{bOqF5%mm23(y2Xl<<=6h{G7Z1K9q(jjD)EJdAvt5hBnrXwtTU7Dd*{`Lle zxMDSoL`(E$%IxHTSK= zN(((Eqq{7^$$8(~us|*6I<_-NM=O0drz)A8tE#KJ7C_OXTvpSdR+x%-G4e#uR%7V? zTM0xwVOl1fIS(I@sH`GDT;ycOws@nD_ZCc{r=xTE*mPe*!z*Z!h+i0YEpBGk#C_mK zA>7=EOti_}w%xZM-_ASWs)69=8^Cjyhkq`bEWZota7BwmENPEEnkqJK9x~nnlnj>8 zxVYWhl9MwZ!p=k=HCwT97zAiFY6=EUw$;KbNg*n3qr7Ao#BCl&!J z1UnKVS;N`3iERs3I;~V>njMHB6*kM4OBsm|r|03y; z@5JLZT?K`e*m|Dfyh?8KThMY}ra`hi;PHMM)({&aj~M}14n);L%VJ&-ok0-(?}rutlmv>rMsu+(R$hY_a+Tb8N5E{KxKlb1vj|!WX9Cg)QCEu zJh`|2{QTb9+?0c3K*{@f?q{rfr#pxrP?c~U0Dy7_`YQ1;u<^bEFCPQL=Y!&slF`cm zAwd_CE7B_PZ}o`t$O;4MCwQe+Dy1Q-*q%gqUSIP zroyDw56Z9Jf_Sg!W_PTHDR^kRxBq}kqhuc{8mr;7>}(F!TdVGT@lth`APRr=80DUQ z3zArN4LJWPC=};zN%~}a)yxNdvAwA?b3$<_mUUUUdeZSbo;}f8JfK~~Ibl6d*ttwU z8cXt zW$j*bGX<%54&X2fL}r9+0HKP5JLqru zGos@u-#)gsC=C09N+vg5S#*FJUSV0YrFkb8L9y0Qd^~Y28ynjrNu&xzCv$;JZ8XX@ z{<70JJ3%(fx+HXS-BiLoSNpP)?5`0Kc?BhGAuI}fP^XGNVR3qx@zvCZhlhoo?8d~! z=??+cklxJq$8!>5`l(HINGWi4m*S*LOem*`sD+fdlk1i7m}j)y?d|QyNpIb9zJv5f>n2QOK7XI~Ta_iuwlYONgPKEfZ_sjj!J+f8PGcPsV9h$R$5TSej! zV*GuuW<r6YC~QlG|Uc0Z7f>CH|78NsqcTnc=|>MfG8w*fYCKqRDhQ% zECo)>_sz^(Zsp?I1!`Jo0%4lZ-F`9$l_BAI-=V^mXjpIyLWHM-v;|p8P6~w!N6v(d zKoWTifsmJAhNSfg4I*`73s8T=4g&@wkHNP-5kjY|+gY8L*BLP326sw#vaJRPZHz)* zynyV^PIoAMcrJ${n5tEvXn1*zu3V8uKL$^Hz}s?UWaL%Q2u+@jUxZ8Bxn2y&RB6HP z18>n0z1d@(mE%touLl4WvS`;WST*GW*~k(LYXXaOtB4m2F5QC1QebX(H#gkP5ihWB zocoXl$3C@`-5?YMYC{b2FU@|W@5G({-eB9G3L4I6X_2hv$7>zF-an%ZD-qL5 zowrU4u8+i?NQGcuC4TiV!+{7ry}Dk4f(~I}tr!yL*_*uEhqZ`*LLn+`OJo3Se(`T~H$ zn$B&6sh~{12jmOzrRWXn!>5m&hGR`4`0pR+U({9Xm;lo#;sXhHPEHO*7egE@6i_v1z1^G35(px zpSpb~uy!vuj%Q<7@%2KEpTQP@34fej#oKR)&mYKDFl<~L`8 z`4cW)NC3M#*CLBtyJTr?jR-z-h1_~1r7WAy1)P<~ISI6pz$f5MIsyFq{`Ot)i;|-g zvADbQ(dXLrKU+HU>kDd^vS7oh!P zr)MBl;JSUgTJ%y2WFr*lrB-R1n0y1_yf)3j5qynDu5$pOBYN6%etTP5=I!5>LE?K1 z*A4`YZaxL%_$7zfI1L-xELB*DjyvJv8tA)sh?7W9dq#;=QCFupg9L~dPvwYCfmDxn z1xNHE4oUp%t3~i7yue-?g(AL-a3oeQ0#)4J%dN;sPD8`h4a&vldp+0@S-(439?HGU zf7J+JctiA)o7eHY{0i~`_FxmIBJ4a|ic zS|O6QoKb&-`Ii41s6*%vVXH-92VP2VSVGZg0PNYxNxd#6$#W&@rp~0t9lwL3skh-0 z;~6rmFmL8VET-Tbm=~(L$a1Oze`vaA#HXen$I5O9*+3J+i0SI;>V;gJu4apYi4T?e z;{bRpKTQ+`k)Qe(Bb23^yL;Cb$R*oZ-w{n4H+#L$m&2bp_(>Gk43pTVC4mR((mtI4 zZkhHmuDyl~+72-Ke6S_(%NYtc!rmAgqkiAisRZN+3e z()P@Cg#za^y`xkXiEsONKkK5%15j65N~}J6hzI(uw+qIWY*Y;**?thfW@gfOPhKx1 zy1KrhV-RnW$fClCR*^QRw{-o5K)KyVHgA4qS2lpw!pQ5bbny2RR~Duhi__oq$_yAX zi9X;6vpsEu_qC3b>1sYMG`AwyRe-7qqqK|V34@Y8(O?si1X#-El#-YBWF8u|@)E_* z-{lRuK)YLC%VAo%j@1xIXVB??_k^QvY`efNC8<sXxW{xZ#Xii3a-xL+Gs}h2w0QLU$ zNyhN7=2<24NZr6H;C+wgfDYkm9yrOcj=Q}tF6MgX3fVOTOO`oB<}RN5%qJ%gsykP(U9%3O6B-7JcT*S&lFXh(={!x z6(pIw`l=Eh_Mt#ez)iuZ=r;XzRmgu1WKLgD!2YR;7A2RJdF{Q)f_<#u(UtNP$~RSB z0jTu9IRuAJXt~e4bVq)UFRMz3kN;tBG>L1OvjeMs#S3P=C`Ma+C@ZP@AYaFII2I=W zy=f<-169Hv$cu_*A)2WZlryg8u0F;l_|}F}MLS$|Fmrf!UCSLa0m1@hDdhLO2@ut) z9{@zG6Vr5`2@ys1A(4SdB)}j$xeb9tjf2PA_$pt(MF_PVR1f8*-M)XmbHY%`ni_KZ z>?}R_uPagt<|fR>d-q=Sj~(fKjC*9$=?L$&Z)oU4S((BN%YOKu?beuPI+WgKu)6%T2WG?LJ7&FCC<6lYo%JG`=cAU4KHe4$ z-kGZGIGM;rVbOr16BYQOsA%`6br6P=Y26h9;lhbt0tYB8x^H^5*b!Bw_Vz0Gr}qFo zGc)-c^pm3j+s}Ud_z@FxHTvc|diA$89e}lUlO9P(^I$eUxO>v+(UHGfc`(idH|S$w zc>GE5{NB8=dJv@!@dIEcd9mCZqqs?L@?~)Fr5b~#UCPoTzc&z1miFKEf=^!lC*8jP z(Vf1P5107A1flP7l97>B=SG5aZGI304R9mFaB}z_oIE^-4+!p%f_6_uSs5lyJ82a| zPDVj~{=%1e(71u7`r}*IxTg^ymp=At4!*eS%s2=5&}PS0UlNA3>cLwH;eg|(o4OAizkdvz zUBtO@m5^|2uCclax?cjTi3MN)y-xC=B7p;L?GntU93I7h27k*LR)=+=fNYk+hyCFG z%L!0}G};mg7gkhgh6k{T`b|T2=g-PsIOUr?)}X&8u8FxNHPhmKdQ+=>&3AiFJkA-K z&JXY3>xyEjR`_gQ2ci68HDE^bh!@luk7Y@JKq!;WX<=l~!Z1u%j~+}-pW3+S#=Qcn zKEV9p_D+Xnft_ea8z`z5gCTy3nO-vnB)5!F#1>Xo`3+C>A3wgOV-5mOKL<(sL0E{E zyvzhAv{!)K)U&vyUIkEdekS0?jHPlSxT~N#j-G`ym@YyzB&Hl35gjd$c?|a>0NxR^ zpt9(CUtZ2LMh15v)escJwZ9mXWEP+ZJq#ymO6wwAx_9(0j^RVNL7E~UOM4GB7ABM| z(yhb3VUo*aKyIhSOb)5JG~`Sf5c^DBdooEA14dzxhmZXQonr*;9%C|q6wQt#T;z)5 zc7Usy1KE)fBBoT`4%tYNw2W&@o6E8yUYk?ayx41eF?7<8n~TyUOxl9Jd5q!GfUYoV z27s?|=QU4-=L!e>Ps`C;o?;bRv9v>Q_Eh$Cc1B=hy!6Gx*V;r>2VVqn;02Gxvf(+K zIy!RMQ%2kNkLIg#3ooNk?Syfh(^s!u3!eq)0GG4!ki|Fp&0k(#=s5!YQb`>bvZ#4^ zm{G`yb2BfHQ`5!29PUnyyTN|K`uW(3!4R(5lg-N!G zuqdplL36!spMg)^LL$>q$~-Sx@JaA6ueN%_;tRj`4eZ99k9Bp!(wzstJ<&Ghw_Ojv z>Hts!ATipaG`*yp>Dk$8cXI3WjIl@?V1oODJCQAyXhBkJ1e-2^N|cP}@J#ex5RdX*()SpVuBUo7ShuvG0?Z;dhgO$kcG$u7W<6}G%*Dz14>)F8Rxj<+;{IR zC*fi=a>Z7D7EE2_M!2@8VG3CaRHz0;{rv03<@fjIh&7-5ELf@*}HWh1_nu8!txSywQGuwJ_D8=KF zWcl^V7aotJVK{x7VE5=-#QARclxw-TaxmoQ979mUwD;QUh(>0EUj^dtbWl#Z%Wskg z`WeI$zQobqv34EfwKBJ`@YIT5L59!|eE?#?m+Pb7Z+lZ44G9|5y7&A~wk*_vfTFse z-)X;8*r%>W6a*6tJyOm#<*QY8w}v6{Zp5pg$d=)(51z<(jpZ6kq!@uVmJ)K5aa^k{ zgVB>m?%2d#=)!%MRuVGk{`(#@`yL-8+ZW+^GlGM1O{9Tnnqg2_X>tKfG$S=|Sm=EB z^Y7OLLX`8R6$V=-m$_++Po;rE2r-r6$77LIcj{N(Dap-od1{+t@9a|auid&A=V1nU ze`V_nuG5VtT9=z}{TdEr=6{Ncb&7r$Duhz|0`yw_WiG%{9F&Ga;YE9V=-Cbx z35@cJ)L8q$6P@{kBbUyOv7KZHwn?-VoUnVk=(tUeoKErI?!c?XSPZ7GY#c;)kCA7>g{+&-4AtlfXSBcBlfvb>)3cc{$QR$^=_;8)cE`SEGfZW*-?&oa@+y<(~uMC0vYJGgf8oP@7Dg| zkvq_2#2jh%FHT{GiH$3;Dbppor33Qv+%`yrE{L#xp?QdtAdGW+h)e*`fl`z(3S$3S zOmE5c-u?`9BlwBI|e@XtO@?jLC zh$)m9_dgX@_;-a3=4+tK{%l6}_Vxnm1$DgeBl&-Dh9KLgN{n~z+z}B0ey^FEQ}^-X zAdqXp+l84xJ>id_lCic%fm#180ujadaYI2D=9%BPaRZd2A2%f3QEF~(XyZG&JOQ^- za(cSM4n-}xHVH$JWj7#}0QXmH`>jV~qAEov>GNYK+4~YYz1O%NKrM-bHqd&pWd)dj ze+&I8V9Vo+INuCf{eHvjKx@C3p`pNy&n_BjY5f9J06k=I{pCaG{_E%@7#J1+_!Qab zL_xc-#Z3cO2CR~DXVBRx7<$66Df#MipO?cg>5AfTyQf0=CsZ{GUtcTQl{^OQt&f-e3BddgQ=-Wptn zY4D5t@X@E+c152Tu=C&pP+REP@qd?aq`4mS!BJ{(WiitFN^CS@>C&qnkbr&u_iSfT1P~Zk zc{Y{b3dY76KIJfnb)gIWix${I171pN;tV>mrVS8hkC{Y_B5gAeOEj;X)G}<*QmZas zxFQRHCsf~r@n~cOSPERAX)a*frjG#!=SRmy>&Qn63ZZM1w6xq_z0n5XQ1I6xm9!cs zyuuXt1Dy|8L%eFMSJaAEwYIf6JRK4e@?#%H)(ZP`klSlKgVOI4s3tv9?iN0)KTbo8 zap5t4N0%pv#3^34r%(AdBQ&hE<*B1@j^lI#jo62R`mB=>BXUj8#Ds7JvQvY>PH3R; z2+ncaVm?7ZGG~xIB_KJp3qBFPs%(%wJ#3bpTH4xVHUrB}{iE@)B5{nUYsit~=@p{3 ziS2)Ij1ZWc*^z^yr~XyM?73Z`?Zt5T$r?}!N5)-EbifZkdUtb${ZSQh-GR6@v%y2W z)7VSb=qmv@;RZ={tQF(FD%^F+>Uo|iJSO1Fuss|XI@}kr`AG=h(L4$#@qERZSR)wn zpzNW(Uj@dfMj7h!{{d(~mkpGSTf$Zqy-Lz{2(@x%h$G&}2;iPj8#2Y=_lA75Bc+?O zRiMY?J78su2)lPXE-r3zmBjK(#!5#)fs1mi&QD4hvIcR2o*mD5Oh0aJwP=|VI13GAUde$m3 zZA^aP<>r15KI!Oa!THqwUEbTb(*ghLNf(0|oq$spYvx~;hI94>Gakl6bMtpE*_E?@ zytJ_U1xiI7ozjYmT}Ue?S%Opqe1gpT>n~HUoR~N{p*=7MJ1g9& za)5a0WRt{cStL#7M{M*~k#}E@nPlO4(2uzRU`K8~f{Fe+oZrKS=OABbK-|6204~uv z0=$HLa_90*NcAHVnGZZNN%{5io5Eu|l`uSw7AeT}!$h0ZQ;AhT|~&}uw!mAB_= z4mw`Ib<{`~L8@dVWo7Z^1G3@lIwrOXmE+WFwE)09DC;48z*R8i(KGa_YNe>|!4zhb z0fj^B&z749?*L7`1C09I85~+O(b@ohxFb0@IrpwRu`)A9NI}pg7pYDRB(gq4Pf_5^ z1a#Z;rMW>ep=qPry-kSPB92xjUS#a2nnwj_ysbp^@3C+s3T&AanCKb$kV}Q5-&Ts? zE?@13tHrsf8bTLDQhNFs;^w(dPPyGX90esMi`4#AEdh#{=G>6%d1{%r%gIkB(Z@_R zfYw#F8cIs;7kb2ts{8_;c8$^fM6Y!4d{Uz`B%5kfe>I5e!+c?i=M(LZtvll#znU;gXN9M>frAI~X zpRY&v@CC{9)lC5A0|GeqK_&js-RPC%Mxd>Rre?fdPp|M~c=MdYF3jkQqN1Wgn}YXJ zFz%ioXyZ$(!GZRSyiez5(Hx))+|IzUz}K9RQ9bR3TW2fy$|kU!a8p+_1jlm-k7KgQFN!6)sNOmw>tED6P-Jzrepx)q@0X6>iA8a{ze2ANzwi z95R^boPo)1bX~&XY;j+W-C3dp84Vj7r~$tnxwL)!&k3*1r}#*G5Q8#Tg85G4h-y7lWL_N6co6Bt&{PUelhbD4 zF(EN+J(9n?`Kdheiu&~P5I82%7PBEmIn}K0DU>WtrLc&sZ^AFP{7YeZ`1B^f`y*a{ z-xYp}%Yju{H~&;fzTZt9WAq_6^5~xH{Ql2JUe9xT1F5>9MVDOLVJZ6mUT0DCrx}f^ zg678@O`j~^SAGs4MrQ*EU|e6|MR5H%1hBnngj)}Ot=joccv2kD?BVX^5k99-4RXhKi^#fypakhI2ZQ3ye zAb99MeOfVvZv5=Y{qQnh6p#Q6*^*c7oBx^R%?1o@pdO3GQrZ+aoHd{n?OGX($WdK? z>Cfy%K}P77EodDE!N-*T5D8^)dbky>o@a)lA!63Z6sBIM_f8676uaUV+fRF_?60Xg z2bvT6CKfif=(jl<;XUc7XOI)~Eo}2q%naLSfCt76v+|xrHY!2n73btCtb~GAXwf$D zv}PXb<(WZUmP`$?uXldEMnVbIH0K&-rJ;BmO5{5tztj@c{nv3v;;AjQ8Oz~@dNe1r zofxnM2WXY|E!ojeXc&R&xyRK2+gJ|XnH8aSC2D602P`5qf7M2YM?)-L=4o*Q=!v1FT9q$EB&ZUiah}ebRUGakFK`H}=u}w^fYUjGS~X7&ONSD@R_*I$uQIiP zz}3zb4cBZ!70`hKn%Zj2jgekRXnchzv(*G^l%G!+SEb%#6M(Js5Ba-zV+*@5k5nH z`$S}HIU~Hp8}XQ*@;5uf1bQ_xkd93rRkTCrdC~UP-M@HmZSnZ;<@KuD&HU_5yNr04 zk$CO*8S^ejg&E#|sfb0PWoLygH%(G2FiPa{N#5%nyYQN2f}wp=f3KH)K8hi3XPYr( zzWM2hd8*A$&$QJ8r}H45cT&};iq*99x3#D=t=p<(YEs5%nUJC4b9`oU*#2$zT z&%~GM4L35R{OkIwvMi*Y@Zd6!pJ()^@H$x6=(r{~WidUP=7i&wXLB{?vZK(d^vZCU zYUFwA;}2d>rJ$i5R+V3h2S5+bdpME}s(W#NBpi4zab#C5`$YK5=O5E&;YiCSQaMnj ztn_fFi>ya=WQe(jRG*%mt+c*5w0@p#kX|jenW%o#;lsP!T$8D5G`Ld^u`M_B3&#K( zWl5mqLM&)_ONcF$V%+VB0&B8AlAm|>>(}mg{NUa~AgF`i0(3}_GAa_%o3-F^cR`+k z0v#h8p?CR2nWz7RM!bh5ezikbNJL~5?Sk9ufwYl{7@cSr-7@3GQPZr?Q!*17fK|3q z7nGOBwzyt7oG^Y|_|sIlvZ(0i8|)1E!^n($hE-Yhi(gB)F8imiU(58D8&&qXm~h2Rco``8mg%bh$;BOQ8Jv6{fqXYc=+7pWRLaCnyk2l ztQsu~!x>qA%uKwMRqN=Jy^R47$ z${^L1J@%jEAdlGUk=Nl6v-Vy zDR{PZ<(2vA&atgKN4}~=wz_#@0-IPo?+lCTF0yx`vQfYM?*%mI!M4kv+g>35Ya=(=7-t?c$zC zeRCGY=J@K)8(dTN0P@fQ5@Hv7*h+GnoTs*~E>SHZ*W8rhUI;)cx8jt@SO^opbayMB zGJcg_$G-G0{d4TSi+Sl8#xTvLXGt>dmo8~wA~7zB;S1qj`oaAF_75}6R-wFrdH`f@ z;9LcRx*;@tpu2=*WydH;Ps|61P+GbTWIK(Z_b-pdz`?T60&@_9L)5D zTW+WZZQgIvAC<_x161Mv8Tgx!vBk>=CvPCWS)wyMC zM1&?4mr**5rCT0LM5VVn2o2t#p+TQFr}9Y`P{7X={D9MDD~p7o90e^93qLcn!e42S zo_;WGyZ;t`_;39Qkg5jd487d)lf0#yGTx|gxBA3P&OPLHLxY&p$FT75G3vbcde9!H zFp~Qg8zNX%{&s!XkAu(#rZzpdTkK)&QD9?pWsH2*7P2fCU#jgSdmzop8MQ=ve|ZK_ zWR-2K{DZ?o=jp02G8jI_;(1HlE%afpsZ;%@K!Tzn)K+(A=TpXsflSgsg0Jid)fzl% zB32=`>%Ip+6F8}swfg7esGf_B&sSJz}s#lOa2!l1MD^t>E7d=gk8M;plFg z(}T73AY~;b+>N@{(xoJT3L9S1;ztJ8JI!`KcpiM*4)v!=$9A~mBr`L!=6xfhnWBT~ z3KPy=>%P9e5}@jC6s9*z3}=`r{7&mz7!kQ<7u)Bi2$3q0q+?@aEGw`F&DH!^)}G^_ zmas-`Zqd2%)o`6+>~Yd*h8-w0=zw>V8DO}|+1wkZ4NspxqFMqNZMX*>f86~n!r4}! zvpo0s@-oU7Ok{I;uOac}dLQV$CG-4#1@vVq(m=K5kQ+@-Wg7cUJd}L82(`yxK-iB( zs46AzLSH`#)7AELY(}x%Sf|H&L8hW$B;1e*v^4VjmY4fipe0&5cyo?{^H9HcuM0|i zsOVKLv~oH3@21z^cDY^Vj{?xM{K@L{Q><)p*&eu$@3GkS337RY`oG}`*ncNHehY`9 zOfJ7vn4Ld{ht;Ea64)MV1(GRK(=6t?+FDmBU|z>I{r&yLqie$Me*OCOORj#(Eu;I8 z^Mbim?b{6V>=vCLwT%FU_TC|la5y7-2~IMBF}Qky3ps^<2&8=Y_42BZl2UlGuAyO{ zAsiyCx>{!Khvbb#YjB)+atet>=Q3X@UQW=`1SVRZ=w%)`B_+qF5dUSDwuS&~P15$^V6~FPz&c=#wj93$ zfT{RrOWR}Vd`-tT8CL#^&#Mf=?Yt*h$XN(>TF88aWZo3Gfx#=phL^L(AXn-0Ytgh+ zR?1j*tQI)8@iTF2;;iSPM*U5}7axzWGJV}&pSUeD*w;5w)j1EfPZg!k`K!ajLvYqq zO*#T%Gh_|Foxlz}md(}U@eFuVwu4h>q?eJ3nfAqt7kcTir^5d-16DA4c6J8Y9obEy za8kK8e;fRL7cZfeWW&x$+|jHmi;3sHgF|UD%NZvyVG~u*sftA(>Hd*@kcrL9?-%PoQYddlitu3f)e(<2*@7ID}Wl+*xcU!N>o1fN2o@>M9DgLv5(nV$n1k9lnD3>|B zoFo3Z7nbKe(cYwyuL4^wQtHwgaZyo;3W$rBvzgD@$<$lHv!swReL@py3kry(v1dbl z!|$^5lW^Oy!KsFegHr(g7@R`DAlX`*n3yEIy)u zHj0S|^D+`&5zf4_Zvn7X83^qh9rGFz~9)AQrxPEl5=1^6d09 zMmWV4vIvq_+Rkp6^s?56sQHYx#Ouvl0aZ^ZCbS#&bhliDS=5Jif z^ZDm;aiFcc>$CgGPtKa$&dCYw%bwjjq>6BT004x|C>gA$8r6f}zbC$aeVAu`p8J^f zKl}Fo9~Fgw5#sW{RFlA8ekP5)z#s!({D17x73BL@Ji4M_%vH9sv$6G{7ZLxj@#qSQ z3W)yC9^G#zE)=>KxVvY#KjTiL|6=05ylxSLg=vSE_n9|}Knv5C&z>T*1}j3-*Wgxs zAj!0)Q&=4%9-huEW$XmTni?4nRsAnxuku@+a&EuI)Y}b`Zp_;4dr~*JHPG7HdUSsJ zd|1%tD;!leaJ_HrWBjX+_7axTxgLSgl^s` zX;2#Xqf@`+Dx4N%Vy{6<&z}$KSXJ<@MgQIecyTEM(lf619U93RDm6aiymSfck%dL> zYB8F}viS?99F~2!l3vv7l9%U6O~6(eZb9dgaHDk_%>#cRxXcX&2Z5Kjg?}1&?~Jef zf>eUndqDf$zptW#ZzFgcvrinXxtY@#*k2^>r%rVL+lTlll0$&wi!ydmQPFH)*Ef~c zg75flV=9mn`&rkLkYLLg;IqHWz7zH!6TZ!r?|R~q>>%>!dW6m<;Sp3?&{d?<0Cl^}V#ktB1^uW4|iS5h8Q@n)fQ+%S=v(tUlQaUrS7hXNQ8gxyB)tN`6E) zv8rol#YZ+pZMWslU90RX;-c&zymqH$Kei?wwC%6r;@Ti_W4W)t|7=qGAXudhgj`+w z85#t?))=DzSRPSl=Z^my08wlyT!wpKgYDY{HG9<*+AaAAHgp|anjn|CyK@8--UkS+ ztF6^-JBOT0=t*K?B3SO#MY%ovQf1Zecq+w?z4U`^p-+BIHC)()hq@>@vtYu&4JkjN4-rIAxL82q_JKHDzyD32+0t;_GSqVc<93huw_@xfQu_gxO&jyY->9O03CD%zG)z9{smpg zK{{28Th6zfCQji{d#;I&ygcR-7ewvsw5!9{S}jwIJb^Ku;V4iGefpi{75WfXo~-ZB z_|fMpw0SIJ;&Mtd)sN2z5%M`@()O3-!i0gqF1hx4AA;xAm6bK!qrN{5{xkz@w|dwL zKM3z14<626{M9F2yAZfzf@C>||ES-YjtH?QFdftx=YqAnziEBW4*t*LhTpUDo&^w$ z{p~Moke~WFJn;y;j$#k{SxJSLAM}bdLDp(RMxdww5LZdLoG_%_{_YMh$F>f)g6WHi zugYVp96Yf3@4PH4D0sG&K;^;~*O~ztY*sNV5J`a;w5C zk~VwA=vA9)jYQlV$@QygRA{2o!c&iYkS_AdMl^=~XZct2#}cy4dwHdAo)D6N0sLek zoQ}OrmrCxUko;^%<@c+r-wbW*?wjVD#Ib{A%xsE163nQs8WK*zNkZvI0E)S3)XMTH zIJ|zDu=Bt0_SR8V?%ltrg(#p1EJQ^>LRf%=q_n`IBp0btqSD6m{|v6E2h#vFYG4q*aWU&zKVun;)dIHhMetbW~>$@)0} zJ*=|Jy%X|=hnsuvknrn3!XFpR2hc}s<@8;bA98^oKNdFX zvu6xl%pgU^?jdkJk)TVNEXiOh^1MrDI)Q-UY%&7$rv7gs%@@-T?6?iBtv__1+=~5( zVNutp+lu40OrcXIX&?+Y<~v*tUQ=R7Xp`g)Kl7rmPq}J798)z=>>2(!J%6i{vA_{3 zPuTZsF10r8GCMAA#MslVjN<5&P5Z@~?Ojt@LqmpvcYtZgWKGWU#x$VG`1Ni}Fr6Cp zXv_8s<;+&HFRPs5`EfERUeFQk1VqieX}iUOiJ0yhQ2rZ;^N{!xS}ko5@oZ;$k2_>3C-N;oCmVVHaws=vyVp! z9*4?JuDticvM%f?9)G%0}P7pe;3_+}?#%5{3HElCjy{=GCtm#yVmkr6%sK6`zt)sGzJ% zjPM3`%wFA!^(aO>r+%NN9!D}idhMPokC*d@q5Bg<5%`%o!&fYWOnBWyU!_{F=jwwl zBs$~R`m$fKy5oay+rS~vqVJV4adKGwYByCg1}U{w*BACAdJR_FB;2#;aZ@cQp*&?h zB41jmkcYS4FTMl1mj_k*m%Qlu7^m>FL`&+|29afO{>$Q4Ug8I<39)z#+46;VB2Qi_ zu$H8-fc?b8YOyO(6X2%nWzUr{`8spX1kX z&Bu<5Z*LGFa45~&s<#Q$!u?Ju z-;P{cH^_;R|0dUZULXMNl9k_?pfX<4ka)ey%zE~Ix2eaq+x-WkfhVstSo?huR*~<| z)}o7NMy&vvDNTwZF zs!y3jkO+>vi6@1`H~VKu{$ifOv3hoVTjy5_{d&TytI{t zKUXt&$lnUHn&*9BsN|*13Ka)*&TrdGkC`N0iRMBb8J`pRz=41KRTE$T2upsYGxj~? zzlY0!T8u~?_APL~?uzWC7XtVPAWr+*?;$lnq`B`r-EzBo=%T7U1T0p4Vu|;#cE#L3 zlmX0UzYT||Q|h|Vfy8G(LI#o!8!DQ|@2sAcDLW0k1-biv(&H_0_Qp!p4i&C3SSkVl zCX|x1gnO9LXr)vGX%WMZt~(a-U)V5zq)?#hjEDvp=pFf+I`*>b*c^#l0X8DHUBRmG ziT%NVzkg!e6Dd?(3feR%8A{qHnS{{i{V5x{4enCrDMKb0QI!Flz8?%xbH$VR3YEZ3 zcvT*?e7kbp&cQ*MF5khe6Q-#3Q#|nll5niRDW>^%`C>>S@{%c?XESL8Vs%X8Zje>&0W@$UlZ7~9n^!BWE<+Iv#Y&}w_QWIw(`Iqkm39^R8mU!N7 z+>S|b%+1)O%H0Ewda>O6?;@UCBR-#m-Dx@P7gQe&gOcQ4gjg(~g))vu1xfo`uL*?u zVF-fzGL&3f3#M~sKD_1z^SNc0}5YD-5N88N`E5mN`T{q3#$;FEoO&sM7h_G>_FSDdE>0^V=hg*J^ zi*AG>&?qyRmp{#>zWGu6J)m2uXvo{&=Ttg1zB(*ev^9lQGVe{YfLx(TH7N4?>(ok> ztAe^ALr6hEo%e-q&(D$n_B4>woD@#;gf;XWyFwhhXvj_fLsmDs0V;NJeM26C%;u9} zv9IN-sjm22OwV?=aweY6R7U-Xi|_Z3Hz&qnAm&tg__TM%SA;=t;T89+RYwOjY6%6g zIGMj!A#$rjos68EStxVveGcujMP9iScKDuK;K+u%``LBmlR*VY^G$GH32XF4*LzQl z7`rQ`GdQT>4U?3kmTa;8dp`t=s&7sNDy+iT>5(gYThr6{l($7v$VqKbcJ~^QPq)LX z*+8i3I-OAaNp=J3u4a;QN2l>s-BeBX_wVz5L_~dNh`rD`Qk3%G&`^8uO>BsI%#&{vIvt*7_et9?31jt4NK#$&INH+a>|VPm?DjCkubK#}l&tY> zeo)+fRjm2t$4A5QFMLJc7r_*pbC{*T5hzak*ymfg;U80<5^u@!ZZ#Rj!h1Vu4VZmb z4%~%rqk)H@d7XFtNTeS0^ZkWs#ZDzvK$sF36ev$j)$OG{%Ze+>v71jGY5qZF(z`ST zk|vNqY*Ir)XoW+UDR%~9CoD?{de8{p2?}`Qd>$tDkEXkH>k<+kC ziPBx=nQvRfYq^G3#~&j1adPyczYh++{;dHFl0ANzdOfm3bjycbW0B#as;VkrdY22I zdMnXesHU#&yS{Udv8o!zC-5=n)!X;qLw_C{ssjcYH`wp>kBuqd-??)~)pN76?nU5> zb>L}&S;#VkM+mJ4h2&8(n&R7C%eBhA@lf!6nQ+mTu8+zwFfQyLRUieMt?>XfTP*+s z94GX3h5np&dG(~z zf4%CJdRXasa(rv$QpGIr1l8L=v@;N*?5zwis0cm4#g$L%xXj<)^8~BWUCHmEk&(nH zL+ly%HG7GiFrre7UvD$_b_w;{!=_0{j4EI51(+QnBDH(u zY5eJrUc>`9V)v%fA{4k-7dJQU+$ovlJ#h9w%iiAV?@x0E0AX8W2$M*IWQ)%y1Wb4D zMv#!*dHCcm8#gU5@PXg;#>^(7PYPwk{4kBE2~MAp$8WwO(O}>6e)d<>1Of&p9d(;< zdf*F~-B(tBHR=I&ft2M;Ta3v*C|K`-S*HpySZ+-_zph)R0K>}FGj#LVEy0qVDwi#$ zSPe@rQ@g6iv&6_9l*LPO)cNZJU#kky*HEDKS2kEPV+Dbj{H(lQE^&v?JSM^C^(C}YCh3g z25{QM#nzUSt>=$Co;PV#^`@ZvkF}$naoZo*f}ZD@ldqYm6$`ImF{dCsRCxD(l)|Mm zu{NTjFMrg)$n7j@1hYtsS4v7iBr!)Dh>R)o1;Bs6zE6tE{mZ;6r?%F!Xpl{6&%AY( zO^J+blp4rCum-CSy-`i@)5#{h&Vh+yWh;O_LVLvH!udRc!)a%*blLn35`zkaBx!IL zksiV8`vTR#7K?N`oVi(9-VDeyo9zQo<;k^wo&Y=vaDbAa351=8P0n(lS{Q4VPs_{A zMVK5^NT_FmK4%bG+SRrCIA9LwgU<2b8|3Kts=*#;=o5{=44gs&2AmIdPd#!|5B8^d z>Qt-q`Rm8eTfHRM9I9dpK_{i;FH{00z*-^G zxM7|XYHUKmjbk9{)9LRue6A{XA{%QEqJ-#fwQFEJ+!xddzv9bhX3qG znjU`|Vd1(j-fou6?MM=UuqIgHO)$X&Q^FO4uO^7!7)IC}2;~u8uLLqLjt#;UY(EnW z65)(mm<^Z8wD~B!gq4MB>)Jq}YDLT!_Xzw}Cu;oBG`^deY2RQyIW@IMcD}Rj4$t3Lt=tE|XU{7DeB}brb5)kFLx6>1cPryP10UayXJ0Zn#ABa7 z)E2HD7}q6-%j8j#!Bs55HTF;MgS{sR6-4jBXTy79eZW|23as_QcyE82#+I;Fmz3I9 znLl~A%B5!Bo`+cpLF}`u$Z_D{;hgl?II-S9=i$TeFZ~-oLOCd}y9wWxiAU6#Gxl)C zfGJOoRE$^~ z3hF=bPi;Q{@1v8BPynTjy}qypL>#VrFv!`PS@dk2T}T(o6;Bj>2ySq(r}dJ-bFO=wzj6DO)7P@)by_ zLV>{BR9-5J^La|xwhfz#Tp`=wIdH5O&H#+u2}SYW>IsO@n3?t_B-b`hU;L32Q&pM@ zC$s$v$dRoCU2MDad=+vf+e<#~0+t6Tc-fqRswnt6hX%)br}4aYk+UZ!CnrlW*2%!V z;#w0ily>0B+Sqlb6(r{3_Uta_N3US@r;;Tw6IVt(9%Qc7q^f3txSqVLuebLuMAe7M zU=VK9qsAbQ_1`f0c~!&vD*@@nXQVGB2otvPd$EAo=L1AL@cN`4Qrg{U&1RuiH3`oh z41{a0Ey@q5{EPV43(#}|!=KNDpy!+}b2qQ0+(Bj~-0krR33)ORUv;DEOa}6PYm*2BF6m7NZMmBC)QA zyB`u*mjZqyqAoDokt{gx7e50ExR!$|bH5;Z@xs?`Y8ar3%ky(z(5iq>!I>CKm9heH zxlvsqUqQEXXHdX=m@Dk0^`VrMR5@>*qbR&SWSNEdH`>GLym-iE**a61{b*+jG?Ui` zYr$t2>jFk+^tCWhB?D=Z1z9n;^7tv^l-E|=iW$cD;tf^mN7m4Bl) zlzwm{|9*B*ShPlRX`giLHDX=$HkSk9Nre1^lfg%Ob+HlN^x&z3xm zw#S$l8&43!B(cb#59SF@$}leM%!ckH)uf-fsAh7lp7pNl?)~%&zxQB+Qkc72k{Ds` z!d&VyiOn-~dq+zPdx!CEAJZ@mUW{GNeaysbKuxwLy1_n*pn8Y%pCaoEP%~S3XKQbe z);5pJYAFK**L>Rvw$!3CoH1!&P&g@iPO*6JLC~vnl0>;pR<}#x)%PQ7vusQwHAc8RS4 zSC3|t28qPSG#_D5P_(@-L2rG-S`_Ab&6mKjVZ9Or#DD(L{joPvG=YFr9WhX+il4p?mkJ zsbBuirf=LY7rB)$&E^lMZ(Sa(KGPn22{L~RE10@CMgAzK1R-Vyy*~6t`!YaY6l3UvS>LkYG>~r-*!*ozk>FYo5JsFVf@x6dY#+5zvRglk!62V3tf&#luSi z)9vp&z?$e6D%w74at%G^dEze5pSqispWk8i74!yHzJR)QW+5FX#<_nJo|&yn=~nA= ze{|z%8axdsu*leSRKLxSMM)KMx?VQEiUrkZ2$_*n)R~Dtps>_(=zo9BAbhO{v5Y`3 z`qPh6LPK&VfMdC;DK4I4IInJzUK`IjayE$Y_~Tp?nXa8Xn+wjr-aWkI&)WIWK{NBF zfY<@7E*PnFN~mo+|2B(OQ$64(`joDR3ga6NW@j^Eu~hRtQK@@ImX=bFq}cbg37OWC zk`TrR0)^w2ZVDb$Qvv~DM)%q@TM%Pk__+3Ptt&4sB_M&jFxpY+ zrOnm}Om+k1N|WiPqg{ez_2B|2*@P4IGdOr*Fd}=MrITkEQM|5h3`!gtlK&W@m;zUq~XC%!C+I@CAXp$UW*+a-fL#`_%BqB>KtogW-Sv8k|3DoCf5j~~JNWg#(5?T|FxJ1Syv14s8?l#^ z{0d@KCn#@`j>%F2o1L3G4@z5DHV}ygYiWh!1WE)jy~-zxOH6cy)(Z|$D8#%%@s^=J zL0Bdt9*1B?^c5@tz|Uluy- zfU7yo42~iC?qx%5ZcG8mmR2zPV$Mm|8Qw1rk) z3fo|^rzn&Kk$mY0ywyY*y;S)-g)`~#!-t5M3hQbJ@7OND60b`3ej%0gg5uq)?##eZC+4~|1q)GqjP~fG9aK<0_Y&Eww>Hrc#aT*n4-I28Js=!zs z7h@0zihfULml!e~TLZpKC(TbV$hg$~;8Ni2e*MP}L4B5t6A9BD0fD|nn!x^k)e`MD zJRz4W7EOcC1B<86NbomuP_r$xmC;7b*YQWA(Wjty+a-Yn;UrIAra;iKh(Xo0f zA|s3_F4O;ri?yr`WkD_7-xa!9=-;@wWs;#E0wM7g)nCz~YYbGM!0o6<`{ICRm0Zv0 zIR=;u$acYl0Yx|eH~l=}jIJ^kd;}#S_6u#$fR{Uuc>a( z_$Bk(2Z}vX0Hdl4+ZMjB?$aV{`N}f65VrcmzV~Y7xsDPjyKA?d{KLWk#;djceR&ik zOT%q}G`gi_Wox~f;D(%_@SFRsp@G2z8tn&M*rd8;?AgXBkaJ!7wk9ZO7IK}_x81*x z-uF734foEDK6ZeGIt+`w^2&ge@^dhfpgf_)4^kjP>8#fP#Do0?1K_s#L&5kngmp47 zzk8D)U+6oi?MQQ;1_44U=r@iZ;8N!etPAqEJbg?CeM$h~C|nW)o5*Boyv#I~?rT%i zC8t2b>bhlfFyfl>WR)r>hmJgJ^-Skj*8T3u(7QJa6K5FF=wE`+|EvI+jmzWm9{Bhf z_2r8GY8=?fA%eN++OF%UQD3c&WffIDSA^^|31@i&<3$_Bz(YLtL?*tNT2 z?vo8e+eCJaM9Cod&2CQ81Ilrcx79@Na^# zq{%FhuU50b%5)BN%-t<5yTDMqrw{jL!*DG-)PWIkao>%^EC}@DK|AKlcS-lLgc>GY z%1`3xkMst|Dj^LN9?UH9kbF1z zY#Io8CLUY1>2qcs+E4+4_Zn1yplk0dqDi0)JUn#UoBTB8dEXjz0BMDHCuKA|?}ANt zNm`=;T&1Z0g4}vacFi)_(|*dr^Cob%)F;9k@r(FFqL=j9KA;o=V3&7|g@t8Z&jz6H zEZUnAWDAbDUJHtwH5`i({*9|M26mDt=%Awre_Z4CJvkUZ@hYt{65o2A!TsL~L@cDT zJJwNpw)n})-8(=s$u8?qWaQHZ2pY2ARQ*z=uS5$)6`p*tiC3nr>eJHTSp2H|sS<((KEx2(6=q{D-^Q8bj3~~j*E?}u_jOfJ{+9UKF*N`0O zrzT~9UN=3H`v%|LuMhVbFy%HGwD0dJc1pd0f_Ow=IZ9F3+A_6~3@|%YjA%s6aJQd{ z_I*G6O|Y8~*YE?3Zh@ioA(d}Y6rh%HrpPC71^mwbd1-O{_yzk1;483lQgv3~*xxiP*(#ES= z!#3|i4(iP5j)serMzMuB`!di4{Q(H4;B-8<>FWuGXIFfI<5?7o((5;v+F?&&@Nj}+s+T;J82!>``BH7@hnv754KKW}1CH~i66OJxJ=X_S5^8J6&ZOi*|QySygqzu5IhLQ zkWTvv5FRUQH7710fF+*uX~QM>!dMHrZh(`16dMU#w5?rTvtQs!0MX0_wKmvMO#~Yd zH34UHH^Ua#p+ynPN4Ge0lh>V z497SKs`slYfjM@F|B7R-$~yrR$CE`U#>0D7zfKLY?rC3pe9JKNtCZvctbP6gAqAk< zUtUt!A^5-Jf<0x$XNe>tv&fO~KUBZWCl-P7N12ZS;x^?|pO zGIn*&S*HjwPlom1+1~ycH@)`{V6^~>!MM^u@eWIm{VH5}cJU?4&t$9-fp$qriLv(O zk0=-7|HPE^e+?r3`%ISg`(GgQf4`JI6mfOjRvGy5@wD5?>813Pxr_8So+W%W;^O&Q zO8rn^!7$+KM}+}0T1okVk4$VP1&@EH=j6nsclA?0)?$QGKYCH^25}ZG{J}upJF|VM+y(q$jbZ z@la!f$r%`aZ*MzvhaQA6r^FqlT&1F-%Ki;tWT`kQ_&NC&y?Zxx8tf~}R5G_&X=$eb zHw9iPthx~>8DV(qvHj=KXl<}3KPzjO(O8P0b7Q?knLC(bF1wlZUM;Oq*r#WDQi>gO z+mQEb45tTk1Z7Th)%A=jI%iu!GWxe4rf6@bmT^K-%Ab#^t$|$!&@^5UMm&o4rBl>FK#K zlc5TMpXkrfCd5^nk{5%$TKTw#rXvkNly9DyjHUu7wx+jcX|y_4s;IEA&T7JI&kgZ^ zcD2~rq-IvnXMa4+qWN)idt{G^|1g^3q*I|-eP`+CTLGwX+M$!bc|Kqg3V>Kf=s}e# z<6+Cx)^Pp0Yj-niB$TyVP-)@U%Lw!zJ*ZyVwq=h+z!4QP-P`voz_Xmgvc>4h3S0JX znT)tq%Qmz7L4*DMUp|xHhAQSN3~8VZb*3LC zt;ju#G~$ zTA68)fo5ioq6l129I%5N`K+zq+<(^J#&cke4wQ|03kJ-Mp#?1VWz<%R4Gj$iO}I=m zgemN73+|`Da#UM0h#ZHRYc}o7>E?Rl_AzAIIt2eg%qSuo9c8p}vb6rBg1|GbP0h_4 z4#;A1cn{Xme&>mOF15T?<9S%5Q~n6Pah}T7hPDb-T5u$D<@ye!f_yfKB6iC`KxCa} zkf8Mu30^FCgGUR1L(rUpU+6(;C4NAoI~=eRYNC}I{9p+xEd(n6{-BcInRBP2hA7K! zwJk@6$E-QQl;D}pRA)Mis~de3(%cS`pZ|F580{a#$F1`4fOBKJ6=SUfnRLEhq?ywT5bJL?RJQLqk)6pBlmo-;=nM zSDT+yIJ(L&uL2Z?kNMg(8C4Cxr@1C6AOiyDn69|HpN-fvG3o2;GqOypz-OmWTm`4w zloZ`n!QAg)dRT!^p~%OddWyq2|5`vJkBOY@x77yND17Gp?S6>R&XY2bPEpTB#6jua%|v zb!Sv-w5dH{3iRbW)lukaItBrNU&v-}2!>fws-!3d1_VrmI4uoxXMPArn`PG2B=Kf1 zx1L+p-@Ns(yg55`MC0J=`SHe1{;~(;qyVgvfrEcoEwYM;yUGHdg7w|yTF$EIRnH;X zubo4mEJekG797b}8QpEF$BKnZ z2_rYoXHya!ksu*x?FOO&9p!&0`sU386m-~3?6=rL=6?skhs&Jcp2B3q}~zhu_#;^7#?n` z)f$uP&9>evkhe2i&Xt&xpx?oQ&cF2oX#sjUM;--(f?3wt?qP^}TA;@piJvDf*F|_y zZ91TXi_mfEw$*?#-2z57AXy#Ov3Z1G)jx;OSP&__qK|w1`VGZxcJ`j$JszI04n8Ny zpY;w6lQgno%QT^aWjO5|0tU>vF8YRswrsK8E)^oIYV#x7l%A``vz=8V+VpG*J@k0a z{R#&b%-P!24%Aq?uyvn!k(0v`yOp`Q@Ez4~Fe%hYlF|Lb);?fPJ6&*~{Q%`=Fa zw?KrU^BvkyD>Cy8IDhz3dnq6uu{YVQ)UR#NnJ%y}gZs`0JxEjnM{wtXJ(u5bXv*#! zzo!&bXnemAM2;HR?X;J~&5{i88W#}#>Hjgb*cEPT^W~aiW@p`-YImy6wjA_89!;4$ z++m=|_bz|4zIeXBYAu&(V@JoqUQ2i|?ZIbq{JxEjM0-9z+VZyxb(|`~F2zq8&McLM zK}n!2!DLQFEWz8OS0pa#Y~p1;T$)?{yLU&aa?&?t@a;_}byZcw8enJvkiZ;)3~WXP zFp9#!>yGLHAGD#zad)3pxI(qMa}_r~Tq;Mdkh0BCcv?W}OhBW;^v|26P2jw`*Tius zCfi(JzX*cxr^k(Hf{*?jR|H#*?(I&6xth(_wCR_06=5SuDyss#&cyY{A5Itun|}u` zBwq;OPB=P0ZOeF5TZ8!8HKX-q3ifn2({rTu`l?9aC&=KJAJRJ-C|{ygNt+^?(QFCd z-{&Z7$T<~v)1z&a+ontX7WR9vAlWC^szXnRqHePcYkPY>h7HHYc0?n&+sm5GL-gIH z3bVmItq?b!-npNdsA1^L-9;nAV#7HA&pAow7^{)@~cFD@C&Ivw)zWjaji5x7T@yGfR}^#(2`)AL`WM zyu#=ameN9isN7b-?_a;3%`;V!_}+N?4E6;XufeBC$@7RnaD)!Juaz9(%KQ0 zdmLg@EY>sDtow8y3Xb`1=m2;<9~1is8fSdLeRafu^#@E8{Hmbh09(+_?V9gWAQOka zh}7ooxA};Rg98Jjm9`850-8Hx3a3^t+6gA6q$pg{<-I(TAB+!>HW|nRVFGBTu6|W` zoZx@I=7zuFmo*Fg+CzBjFYVG^8sP^#p&&+xmJj{@5;F&>|I>f8=aK>B6|`$XZf@&O z5kpsnw@?EoLiq#KqviZ=AgzJ$A(7zzPoFn1?%Ri`&F)TmC%AiCMMD6B1owL=tLTM< zM)h;0Wo5yno_Hxvi1Tv~C)CU9FkwcU z7N$5!iHYxS)WMa6+X5sV1;ipAI;=Z)%m9o4{wG8ttb_DLG3j18!pfIcVDI?CCyIghbilr%OcBY zK+j{ietVDR9mkxTjmBV<)0zoI&L#*`xleY=N6jT}kPdz%hC9 z^MYl#Ivv3iDdEM7Q+}cu6`+)r(*rQAtrLE8VJ7?Kaui0?*y_+!Re*7kYdB5vU>NXB z=WBF$uHZKmQ+yP8qVnGD_^?vyYbW@3;Q0l)BZ-gMnU|Pe zbDKOrJO+wKU@wnw0P#G*)Slqc!-sLOUtFs;2j~NVcEog8gKyO?CeQ@~5T{-EWqYnz zR6{x=El+MBh-b3V2fuO!arP1*4TH(YP3Ui45ekPVBb7SXPCJ=`?{G_0Q6$P zQZ6CnGKqbOcuOCvB%&ejsBB(4XhjW~MjnWSVA5&yBVX@BTP~IH9K1h zhXz|ZEaFczTLzavUKwQk?7lF9O(fZUh8Fu>5<={-E)X&~qXRtV_rirEP4c)?;L4Z& z_~>0x-6SiNVcWYlTLe)CwI4oM13Xmo0*rHzsvOGJE^RqhmiWU>XiiKCpc_6N;DyzR z5pV#_y@Yl+S`bX%y3?;9H}TWcj>JAmN>BCl^mO7(SFgn?hQXpvxEvHL36C}ex{|Tz zDh8U0*xpx9v?(-}ag~%uA5CahJbL@5R)HF-6{w6UUE{&Xv1SxH6mWa{(<6`xmy!oI zEUCkK?^oXajBq1fk3%Pmd3a%2XFPuxYIXmu#=$N!E8$ibc2l2~1n1F5v-n<$U8qH| zKoLpoqa)3+@R%E`fFW7+`VVDM(xB}bg1Scil4D>jF)pf^XZ#|^9v&U3sifR}<_peB zd*T^ZB%}(A#x^JH#6G-ASQrxKa+$0YJyseg-XV?4UJW|kz%dVr% z5Ma#<4OC0r;IFm!s22{;(bFS}s6Sw|FulGq+pe7UyV7lt7CaW8pQ6M28SYAL#H+Do z!=F6TKI4vJZO&Hy;tAaumhYjlF=PF8#XZ#s!n>7W85I=|Lko-~tfkB|c4reUD}we) zwh@0Kc~k}Gx7)lVK8p3#Wg1C>&XEZLP{oua=Z6EV zq8<#$YFNtu!G{91vRZDN!#pEgYN?~U&+JDrPC$k$kYMK&GL&i~QCgF+Gj*WR9M*va zH!2Nv`KtxICG=tOy{Nv+we9*D;pMU3etxD0&=g(NbqRN*zp!_Bx=A)@YQ4aE*m0<| zMwr~79Yd|C2XSz5)kY)|@F<`n2h1EQa+pBb;NuZXX!H&<_rTisdmaEze9B~_?bT1j z{ubk<^oYqRisx}K2~NGESE#^r!4^!x{dXc@akw}TeNxe)4+Nj%)l*gDNfH_Fqmbyw zJoS0$0`k;SUQfd}iBrl^ZLjp7KSxVJyv+Jdc=$O&5A8BG>E25c(u^Vol?vmTfiq70{!tCw! z0)cC+UH0tg@2+o|s)E77Mxhuz&ULL*EA#6oa2hj@8!)Ec2o4EZTBvAKl>YXlt&M@5 z{k>G|pe^#!=Ou*`jW(Bhfo%qtM&7pY%mP1fgHE9RqlH(78p{VSy?9QU-~v8AXXUpz zTYrlmrWO{$V79n$*S75^@Of6DB3Gji@Z#a3xa#BUyD+Bud0LZQ8nu02zy@*z*Zp6d z!@*&!mm0}%GX9v937a`GJUoqm^34Z0zU6g_hMFtQ2EjwBQ?_j=VPvr+zTZ+oU2Ab%N{8p%hY27&e_)<*svGuVe0;oWONdU%h#C-4p)ap+Klmua zdG3_^O^R-vdXMBAbrvHzv$GYj7Eu_mhO-Y#PXG9E8>&|jb-}l|Qj%&Z`B%rZ82(ql z#7~DPm)>6vK$K4T;{S*Ks3sYCvH!q7ZY{9nwN2q>DkwMXDF-J+(2MMVNhk~p*>vmd z_zqz_4mNS4@iuT{y1BUl!*|Bnn=%GWNd|I3{op3e1ObI3GP1I^{K-O`mOanF5+*V# z%GTEQ=g*(j{LA2w0ugBn2X%WDK#Edz%DDi~@==^hs;Y|0XV*tiOYMaNM=``^2F_Du zg>M*j_1Eos*UXP7ACU+xL0@pmacEAsXmj7=a8u6@FTb`mObA{?utKV#cJg9aqzeCF4u5Q@^)$Z66KSA14VlG>^-aFrRL z5N8f?!HgV&bR8{ZL(t`=u67)&G!DpNE3eP6}?R zctCAF*J3^ZcQfS%v5zI6>vn#$H<+d<`@Er;g?HMf=YO~du*TM*;49pMMd%+GRS0|->0Re0Y7K~oV?z{6n9zL@2lWL8JU1m7cl>E z9=I+6aCb9>2>73`u<54)zvct@)F{fU_>@NoGzVcfiQZ{5Ut091(*U|lh%t^`4Gm*CG!J*}R&E!t>D5K2!s-#9|+RD_kmq2LCt7_l#gT+oB z($3ILNF|)Va14Z~jf%tHzTJMX3$Jj^NOqPecqnW=E`EM-=;9$m>OlhVY#eB`4);W#3^VFT>JXRAE*TwmXsEbk{p zvf`;+R<^#>;gWF}gwFIHba&eGh##<7iY|2;gUjn7@{T*$s3aQE5QhdL-KWc9#|HJss*8+PeI&w1%Ax+nNM8$%fe>g*_mZ0m<4w?(G-sF-WX%- zSMU}!0>qp(e?ij>z#A;g7{bPHC$6rP?&L9d)pFqodWp?pmq8s4U&*_KzGzEEhet&- zbPu}C+Z2h3iIr0@bP1NsI=tUpAb5?GAZqbXPjjn1a}?$SG+?}MCHGX^BMt9A#Or||7gYYBq|hns+#8>fp(Rx zD_uyb(tY*U%bL};Iq5HGEPz(4+_~U@J`amUJSRIGW34Va#)QNhE+^sqEHb7S(t zq_<*}Evkx*^ls7hX!LVQ3`R@XrLQ{ite%jeQ zeinGCWv@VCyl{+x??y73?YIg^o0i?7@}=eF8#2@;^me%H4^XNXt>P_}ere1oJxD*< z`CR^I|4QC!%nEIv#19?r!1anq9wD9&MNtQ6q^>qGH=oe~Z2LVJ;1*uGne6!NhBjNZ z%U0fcay%CvMKENH4C%RubtqUF8gw(Wu+$#kh;h(obH1G^ZYy+I3mo@Hpm=-s^l54B zvqN{8Mx+)$`AB(|oc zYwi&tB>dcdOP}K#fuAM`@yJCm4Sb-+3BA&dHNb94-d_XRm zG+SBqtGR98{~_rQ=aB;~)`;q}XvQk_KY(`PDQA|F8W$socO1D*M|UoDp@hVP%4d5| zer!z!#Nxdbz{}7gRAPlIyRi2Omk&Ti*wI3YWKXY9$NW29MfWr2oNctjV8ZupA^TP> zOs3}V!7VtJB0o;MlHAhKq3ZDVnPOf1175Ql4h0lk_=lRWisWFL7;>^X*!Y4QBsf~v za-Q~5+#mD1dh@27CpcKfodChaw!4ebDcKDpbN%9U?c(f8$F%8HE;$hXwJNrVx8;4K zKrB+6tI)_NYz3; zJ%^sb0z32(ty2+8A;rVT|HeXUbK(XzzV4OJ~t-o4e0EOnb zr!eR5uGr?>*A5$|vk;$C6pkJd*Ea*kRh|los<5?4oCHkb+?b=&jI39GiAFI`C5gi% zOMFc7shxUYYa-s6GiS8aEu>MxAzm|pZbj?nINIr~Dwl1oW3e8h%b;_yK#v!9XGOx!Wr0g9YPJqHTK7QVg z-_=#;R9aC^Vd0z1kAM|qa=sn})UMY$q}P@BKTvEUe??6mf;8`+{{N*+{#QvpE{~Yx z1D*o$8!$?Q(st}1-J@yV4#F`Y!s{*=W&4g&FRr}gPp#0~(EGEh-j1cM%1rrHzACxNp+ z(+bn}hL)x1XlN$k{scu;-b8zQyYs10HB}7_sSs_DF9N*>M#2IR=?86V$~|i_N4BX{ zgjUg81Eb>?o-%}9$`1x6ZzGhg;0WmboIp7Yf2{fl{bh4-dO zW|+1%HZs>OIq>ueZv^vrw+EA%CC6`EV}WQ1Hc=MWJ> zatnZv0D0MY?k78r-AyQmk>UDW^a$cVvayFk%zptmXT^eZ29z~gjuE+{fTwQmvTfr+ zVWDhX(uo9<^N%w`!ZD(*KX!+59Fzx*&z>hpJIoc> z|DOZUi6r2oJ7GO4gMv3qhYddAo$v&HYcj|FT4wjE#(t1lRlpU}0V_ z26qM_p(BvtL_)#b1hu06**!a!UaEhA&L$$mqZR)X%=uCXM(-?a_8M+zeUc$*ybs7B zV3>lCL!zv6Z=^q41@FWga(PCvFhsTYkttC)z&?3$i){)zPlOzjHo|H;1(-0ozx6K;O=5yxZEqB!Bt^*2vZ8dgP_MMK0#FJ&@}=4+f~G=GBCWncPBc(29!F_+Za7kNw}7zafj{1v7r zgRk*6FnVvR8fzYbG+4FZ$|&Xo*a1Z)NAy@z5xxgTDz9f1PJoyw>!ymH`dG9LY?88M zRdbq(SAaDa{7K1(U?20HvzuE5yWS2gDm=`G1O?Qw2LuGXk z0I=db0ksP?F}W06H-_fzLe+m|8vpZ-{ta!Omj2-;v?_E8uob(Lw-M+#j!i(xYhXw5 z@HjxlTj~Mo&MHS-j&QiJE#|YTZ0~V!L=HJ1GarArGG_I|Xt|aI;2`A5xxIgO0}}y! zd3Pi%Y_yk3#3L9chp=;M7o6NG($G(>HaDh=i_j#u+8tj**CO$1}a=Bk2cqOP5c7OVG zKZ*=LjsY>dP#Q;owA8=P;Qt9$emon{=wXk;yNHS!WbAoq1)*0r@xKj+mjk@l1VaLf z9?dtuqSP(@_Qrvu^GD{q;w8~5DOV8 z@_yJ9bbLnZ9yk)!bBQJ~|xlQOKaKeV`X1QOz#%8=X)o$qIXBpn~ z%=ErhFaZ83&z%6>HvDjOc&MtPQ)<+E3nxB-2^)NqkE8iT4cD7g20RaOT9p{N$~zKn z`=bT!c>0_k>Rh*O-FG~d2}j>0dzeM)WuK{M@>9k;qO#;&D$x>NB)W0KgyR$fal4~R z6W_V;B`YlJ9|_}C50XL^jMnXwW{wvyA!!01!Oz;j0haTa1H-qffHRH;RatJMxH0$j zi(u^WfbIWc?k%9IY`Cpa6;Y%`LPA1PNok~%4r!DI0qO282_=*UY22hzBHaQa(jX1e z4bqLoUEBA2&-u<7|2OVG{{K67T!#v5*uk@(XT@A|&h;~G^eKpkGL2_pwl${fh}mRO z21cn!iU;q{=~&v!9e|-iOSXNfx-|#ME$MLw!9cEin@4WG@S6TG^7@Z&wJ~Dt{|_Dq zkpH%x0|-K?P^0oq#k+VJI=%SWR|@z}1Qa)Ws|OF@y_zc<%MyEkg6?be*L(TTNbzvR zPWRPDexdiSD~p+7c!4@==)1-`sZBy)>gUo&7lPz)@FArs<^#Y&pBGY~39+8;>H2g5 zdpJ+k+bJ?+hFH}sQ9_g%W12YX98ObrXrycJOh80`IEDf4Lm8T!I+M5CN)p=-g(@iFX_a%lYrL_Bu+Os(} z3TvZ$6^BOY7kCqui@>g87*#c#?#OP)DybZnEK1=!-<{gO&1X;Zw4k&F&@^z?ugU;U z_Nf?#43Ho*hC68066RHYZ`QGRibwNEDR=*q~rZ2o9ASlz)yzCE8%T3*bx|Pau0f>C% z&UnVohejBpPpnWXm-qFzxk$$btJ$N)Jp1Nl282n{Mu*b7?0sR zn>;Ewr~VuGE&Ut#MZ*hBc}Igj*6XN_PeSt1Lj@~(90D?OXvYU37bjO7g2j%=xMLOY&!}#NDs+=!ArBX- zK^>n#bVZbhH>DdknB1RN&$~pq?0NtV-oO@dO7T@2ux@~@Ba6Ye=s|4MMR9Lkygmtu zsHSf|`X54U|5xbnuJfNKLzcz=cYn4BVE9{>O+rHA4yb~bg~b|78Ek%5f}8OP@CDfI0GT2r$RSN#9bo$qOm13R}q z#5@cfgBjEof&H9&niM87>VGZc&Fp^%eYIfT3rI|MO{iQl?>4Y5KF-`@K>7jljpQn2 zK#F%aT5R;sT?v2t_Sw@~@R>~~?DZ6jciM-SWc2*ueWd>2Gb;i8?$KE58Bo(tR9Z&Q zFQ1-XUYGS!nR;$uNMaavO-1y{n-3GELg8GrLy~LHNZHK4mRsYPPZU4RWO+?kMp!{% zu0uX>A90su8vBao<8<^Zh}TRT9h>b{v#~WLDSmuk_#Eofh$M_R5*)gJ9{$`-NvYw- zh(VW;k;xP&P!aHijFzYo8yDxiIXPiV2Sn8|U@*=|O2Q&RuL|&G-kvXwuK?@owat3~ z(l0f%++y%NH>U}S1KI1_y-PM8ZFhC*+{uoQ9;s{a0LjUb1YjyS#dCi*}oRoF+K|J{$Hwbj*3 zKn0Dgty!!LUgYB${+$>5(9<7@uf zTiw_K;!);m*d6|7gf*(TBZt6RYR+;2IzPELI1vy_tyR*sXjBM}MM7Pjf`=zQ9bNzS zp-=M_q^ac z;df98ceP6mOL_^NCA@pLyiK0(y*(SK85TuD#KCWI%`f~AH3*X!LCn&MyQemw4m)CI zz0AvmH7cy{yt-8qp01nQGSzVB_-Fp^y-eg-^kRTM1ZpgDg9($Jn@un#7`rf~LB}X9 zb(`s}FWGk!WK&UA#@o!Qvgd`A5pM<3ZLlhAnn0{?6FY0Vz<529;mTAZmqq0_kfJe% zDDgvqOf2~tsQx6*dJs2Gyjalgf^K{u#b0d3c05e|Q0%g;x8*;dF zuV+c$%wcqPbE-a{XAPSC1=LE*QFd~K0zUMO0`rh)2q|DJCF=2VwToH`pBe5X)I(~2 z8!Nd6hbq|&^orKhyuz* z*I0+sy&W#VVVb-Q=uAlt83|i7Lx^T+N6aT_vLgqBp&qo`J%CtRkox&vNODqR&4vXK{54qbY5?02A5wV>E+I^^bz z#$Z3$epd-7CL;-hz-+9l-50+JAmI;3p+@hprX~*+3n->Bz#ft|(frLcIayhb zC-{}@B^tRr(Hm=kJguKOy+rN=H**7vNm1dDgU7B^(BZANCeosZV-@Vkeo27ggu}XG zG#eu|DamLvBBghE*_3<)HjgB2y7^tAKXga#-R6)<)i7Do#qrj~-Ny?$ob5ZObP`%^ zeDVN@is6TCZHK4QE;$f%XI@>e~E-L?-QR8*mAd-{n_<&7bH$mTvk{3B?vQZ0Mx+dxKP9 zjqke-733HmrZ19@eSlhX#^61o8Id|rKAGPUQVxU`i(lCQjQ8wJhUxC@`jTy@_ivMW7Ktn zIVDq16X-i(5eg0K3v`sATPL1PvFK{X*HFzcwKc%$Etzb23ZVP;T{GC4`fUM*53Zq# zfO1=WUF;~Ly42<&=zj3a4U&nsdVoNXj#p7Dgyv%`e@NA8OP?%;Sy(KcS)LSrKHBS7 zFiLU-Gg5EU21!1ALTyj$A-AVd{v1KUFPoB>u6q+RPCb-d!#5I`oB&>xeD^^VjQ+|G zhwV`I`uthHlTh57`X5*Y zF=lC$NfMdEK&e#vuJ*J$qZW^d?4i%OfH0j}@5hvwm=|`&$qvvU{O&F6h2zcjxM^-e zNqKWIBiD?8t~P?<A(8OItN98SCiUwk;(tG%f}W>njs1XZ-fPjB+IR1Zm82rlF%_wVOe!^gV^{KDH}W zEJOOffcqYUuy7g)UxUSM5wd+g;D*3j6G^B;tkJNHN`;f6qeV%DN~q(y0hOJG7zP-A z(6C=KtRrC2sTSk!D`lU>GyT7-H)w=h5dZwQotpG*=(@w}uRv z1v@C|gHjWbaQhf5yx1(5Z%30hL*?vAn2qfQP9KT&NGz;$pEKzz*ZLBWgFkI3-Gj;r zU+Ne(x@~O%@4?*oDIoR*T0G4OwY%N?aNe<{`KzR<0#O}P$#n~ZJnSK20bQJoI zU#DBsGWhsy*RV)l97H!jzP#|(evPD9_bdXe$3Y-o15}A#Lu#eoxYs6lzv{%$5NDKT zC_sVRs#^*zXOiPj@WCRZ&r|f6w`&V*L`IHh8eq9p8i!lbIS@?WwU52D~mKEAx{l1%v<6{MzpB00P=Y5 zw9zZ`H%`h1P-4G<2_-0qsW3E0F0~^#QtHUOUbnF1xgVn(`XjbGV=Wvj^HJnT< zM2w@+@8S_qJl=lj$Z*k#L>3=4i@~xsn6c5)igToa?ds^sF5ba$-xIk%6?dn*6aPy_ zB`NWMz(DEh469_O5$Fn!4sVGPZ?Y<~6@L5}VFYGAHaV7b=w<|~-wIc{4&EMIU!W;t91q_&){*Cwl#tlLZ5Bh? zKajh^(QH2cE}aXrgR#?PIvVuA(j`#X<~D;6zoXeIb?tK6ku6UdqxtHpt!7i*WV*J= z&;dZXneWKD&<=F(4)ngwTj&t&KAYt!b1RSwso}tlih(ig>Z_ zYSz$!;mEpVkSGiU)wSsr0(X*q8IyK{bo!NRg7B_KTaDJ&-*7}ja{Y)xOjcoJGdZXa?1 zMH(Rm(m$=KNo0TVCX7QtjY&J>r#uRaVGRro;nci~@?mOslRk*fS`|2<13SziR7#a2 zK%TA|f(G3cZC$}GFCx@@PjPso1Xjm??1gVR)Qw9csYlwsAgA_+fi3ES5`g4`e_lbc zMp02w8n4~mi%w(}0mX65yqlE6rv7|5gbSB9H^!{*DxqoaB#uYkUI>A{^yq9(MA6xq zn^pO&>=B6+KFhaZCI~uDgSHYJcfhVXQ7*9BnOFu}`@L$3z*l($(x#J$Ljboi0}M^~ zGvKOnEt!O9R~4dBV*G|eSl8MkI4ms2wom~dX7oe(zF~Oh-qiNL!+J>7Q1QeeJ*087 z@4@v0xqP@G?e7AWA?&VS$;>eQ&4lb|KyrBWJE1s|))fhQfz z;JkK_vGDnc$i?9teGp~UjyaG7gfIZtCfGmFHi}^=zdw&@=;l^66Oe1c14^511~nY^ zLcOF`p$N))z30JZTtJDO-4mewMX^Bq1wNdE5~PLOhvSyva={yOCZnqWP@G;}AUb5no~x zgaCh4c*xncPy}0lLx=I3m# zj~S4gPLJMGiF4DQm~@beAZ)XMPGnmK!t&+T_KaAdsePb;hsWX%Zkl~&P>=b@;ald4 zT+U;dBIT#GbFH_!mw;Q=SK(c_uotLK#FTV(yG=N&9ajtv_B=F27i2Ecge)Q%Sg_ijPe!hV=vvbJYqvPt3F}D{xwJUQK)wi2#~*RaR>Hb4wWh8dQ+g*=I+9CKM+EH+477c#}Mf zc?`PVfiAL!-;d%}|FGFC=bs01B-ghMv&!G=_QkTTg*~Cq;|?3}*TmyD&+CgE@fa zB@}w&(xoxfbqrAA{E+BhTv26%OV|UZnIORduVD2l<*~OfIg#bvqeqYbputOjA;o-u z2okn`@raZE;t~HFzh$xhr?ULJ-26ZPi0cR}PJ5Vv0J;bwUl5#?)-}lYdMt#F1^}s{ zqphv@-7a+9FnW|4bOeILv!mJGRghb8yMy$xwVGyitN@TdZy3aOc6I{bMz~i2cx1Mj z88(c2OBj#`^v$b8MNv_Ie^$~MnD@9c=Y9P6ndKPdLNtDw&2PG)wZ1g!I^$q%3? zL)}`sQ*_w}u`IveG00=mO;%!%Yf*u)>W9(ZU}Dw*8<<;z>u6d((g_o?NZdg)B)ofk zrZNC%#gT+%%YrkuMamTZYg3Od;ZraGA#5?-T`DP}i=iEG(^LodofP6IySZ;=gH5LV zr2=3hVsqpH<)hSuriV{sx~ih$bP3-|w1bLDKLCrr9!TRO+q}G>?`cqMSVX6xdLui& zGIBH2f%wNdHG=?A4yNZ0{X(uJuv?DGxx;Il9^-R3;j(Z6=;x{*_Sj0C5&+0iS4A$W zAjqs;wEOn{6npH{H~bUw*nnF-uw9L5f%BeAe78gI4=DR4PMlN|;N$9qj5KLxMXRk+ z*}=)F2SBA0W!wISZ^FO@aqHCZY}^b85QOH|F&w&st!`8&RQ4@M&xfbc_3L1+-)oCP(`+XozyJ=? z_Fh>zISzFfYkC(yV&JHbK!=!n4fxNw*q&hVOGj`U9S3KL=_7f2`bOfb!?oe?S41S$$*l65)pr`+CvDAGYko?^ zP=y+p=v)GTDy(r`Sh?5g@%{BfT&K!Cap-KV_bD#D?Mf4#+Fg9n3P-hS15Bv~*mEt2 z=DfL(6>+lKDFAmz$p;XU1~D&y3SOnZl?L4Kj0+eJn1%>?oeZ33_oE_T2T;youK2S` zOr_)>og8 zL6x`x{>>i=Md37qYh$*KQ%#DHh{&M}ys26(HQS;gxFsriN>u^h@RXk7HwlbRyyj=wW{ts-r4n8D zb2TXRcW_t7tDb%r=fZTla~Hai4^M4PWFymol!aj9x*^9;1i#7hUTJ(Do5`4wM+KT=C5fB@)w_1R z+NC$9X~7%YT<6DKrR5a3Y)!@+e0!DA{Y zAoIfTT37;qowibM`$g2xsPU5 zq1#Za3t?!{qp$J|cwuRxifqkPH@?0vFZk8U6o!w9(u%|H=U!2GPlqh#2x@^J(}H0t z`DPZ8@lppcNz?6}&SJ6vQP==`5{P|JKkemkYL0Q3Z`u%j z)vfnzQ^4&1>1X}zu2QY*HfWv`8M6RB7}`Ad^}Vb1xOZ$X_3gli7^nb#fXLqL!k{gR z_C%>vt94LL`ilX!>Jx0a-u(QcdC&Da(M(v7mAcurRGA}}G&GxrD~7zpAfsj1z88|0 z+)$Zw9)CNI2aBYN8&~?H`2B+DsqHdQe48+$;)|H1WP^lGO}xMZ zE^sX22;nvnXrFzHBV^JCN`svp`%r~Q{(Wq6fn038Qq!A<%%#*T^J-TyXhNJDyPk-& zzcKxu4h)jPsUQnN6pWua1NlgTZ$^JKw5W? z87TXYg1b0QsW($j()S@B$lPvpAi$>#ep&w8xCO0Y3Jid9fVpq3o5%!?Hg<&Qfl?62J<2LMkPM4Hd{7E)lNCR1 zv9%{_4l}M0uX~VCgTERmvg%BAL5E(?QEC)y04(`bMH&2GK#T`IBr>`NVO_d(E>8Lx zfHkNu%0XzgVVrKh&XPIX|f(ewjJK7KYs4 zzw&Mv1=EqPu^&UiU+;_vBjIZA#<}rD3{=$&4I*g_gv^?ND}oDi-^*}+a7{k3ls}o* zR#DjnGZ^xmUIk)5?EVWEJWiq|763BohQQHR>5;V>q2sE{|EqRZjrL4ll z3*-l9{lxtn@K%()>oq})R6FI(1i%8dg)86{5XE46CydPn3K+U*Ck>=m8i&|@c@9tT zk#qKzdPIw^sa;B|%=0KwOi5W8QQij88o;`?v`qj?q2f&35AK~86mkPg+uesS{m>?Y z8{-ToR8cvRLfA;TFd-#H=HAr&)*9gstvKMULA}T_1@&e5dEoOT@g9lT+XMtHhA;+X zZiedf7=NBV&GRlJHN5QJYK1aB5Y+NN97?f*-BtCnR51GesYaT5O%R6XoK!UEg3|af ze%cup;Hp1fByHB6$i5_v4~)<3GfJ=gL7ET{G!n-qC+Aa`-bs3|;p!8u{1^t&n3)3U zAE>>?JHCIPR)Tg~^;O3bnjxqLy z!|Dj3&78f}K`=wZ#S82zqT>HF6fANVnrOin$gLUf>7Z-4%!%YVudjkT?&=mS4BB`1 z$H840p9B#d%xZAEY(E&47%uj1cpiv&?wNtEkDUghd13%r72p(p$O29-EgoYGC=#uA zxb{(kP+g}Y%1wdY@(95eAf~@-@lNL=gDwQr;l$)XFp!tG3V-DS6B2l4Rp40EZXg-H zh!HSMz#P|gcX!v;PCjp9mZ2u!lok~B(b=L{)6E4zb!(zdtjpPn6Ak(>FKByRJ`Nma zXJvt|M5PW^IS&sH^SC?%#yry8y9!Ay|MUgK6>T+Cdm2*s#-L&F#xh4_+1PRn(T70a z(qSw2N}}b3s*a9M2O%ojAEa<7hrSapP(oC+8Sn*Iq5}uu^u(w!Et3eUVYM#Ofi@yS zLKt=W+f2Tf3mdKbB86}L*|>{jR7J&Q&;4-2%5|*i%KnHz!HnR02>7QrV;GkeXwW&L z7(k3yLvqW0uDsI$%C8_=tj!rGNrYnGP%E2~qEy^WB7eAPxVl6icoyP+F{KEI&m3)( z)~8o8?KaV%*z+I?FB6Wr}Ovmg*`yZ|k!c^yFE@vE_0s>9q%qNJ?Yn7|q=(D&1C z4(c00uA54O-}={2!9)-#C*%+}kAD%RSK3POlHgZdr2&Rdv=Z{-8%10ig7Q-{4C2`C zF%va^umOCQXdGsU@7LKa_zQ#yt1Z>{Y0!CsU%%cu-Mv9GKo4YZ2Lc~Jhq;$HY$gR# zziwT*FXZ_+?QRc;7=mqXO3V%>C1;WW@(2ivIhdf3d`hnYt!G%Z=dnE;>j{vHf1JyB@`U~>~-U|Z_w$wBn}kqkd!t{YI@ z4`)%=7Bt)r%t?a%>f-AGIEqj=ueP4=59@ih4FQ|(1tne}u{1ukaL078B8_WzAipCY zwuNj_i@*`c;z{2yCzejS+9e^B*1~p6ckOf@y+DrMS%y zbKXC)#;MrNoCUI{o&Ff@K==YRqSPy2dCSQT>}L@dYrA2LGwq$_3iv-XB9VLLqjSTD z%o?4(e*tv+=)gfU)ww;17HI*{>nu63f{SE`3Rbr9_#XcXoWHVibmV%bP7|US5f4Zt z9w*WbZ-e&8=oSe%spbsPRWh0ocx1WuU50^H!;d&Weu3qFM;r=gU6n?dCG7Q4STPTQBrv5x% zPs;T8$lwfQv7dfV0PwKUBROq1VdXUYLBsO=s9OUr(OlU3@=^Qqi(umc&}F#dqh4D} z_^ySvaI=*JDl{CYBbjdG(z1)ap3NJUQuympK;gMR@FcIT0vy;{?%~jb_ne#bn06SH zmfgwTdwr6h{i9P-x^RYR0oe6EU!A7^fl;7dJe&OTKmvGAAgMTg)e7+N@YXZX3-ipl z_(C&PV3!8NY!0J#d~zfa>>e=z!G0W(u%gI!Ecc+}{wEB22~|)kI?zEYPyLS?k6w@l z-8hmVF>FI3#__#bC-iIy$Wwm_nv%{KH5s?soZJEW`BU&H^FAAzR&d@R#{yRYkN13d zfl077Lv+Go?)oPVbkfz!=t4}=fb0(N!8-S(SG(hER_F_2`c$;EEsNuw#}5po@P7fJ zCyF*h0Y6~2aI9Q#QZO5+ka5hHacd{k^hTe*Nz*kNIe=~y8p+OKH{@=4usj8U5b_QLQ)zSCd}3;HGRa2ZKJs7#5H2+4OFhPR#?>1ld)T>+;nPFgP7s7X;a^z}lrR zid%F@R{=D#f5Vvfe|v6R@bB^%xY7me4vRW4m|_YM^f^xsh5fysy6Te{>vmc!n}B}^ zlIoG;*O2J5b8@CC?V5e2NKT8gvyC&lAuqwq|6p?}Eh*_YFj-5?C81T+5>MxR<|I1_^d{p~mkW(z8^sLM@Qs#=?r5<`( z+BbLj51@CYV1Mx)@Li;cx?|{91~}EfIG8|+3QJ7=V0AFDw?Z9+tB2Zj>!wiqlNUiF zr-h&K_HAgNh;_;4q7ZbRp(rxmVa z_{@)v2?&EZQrO;i*m zo<|lRIVHe;)-EY7PD@7zXoQ|lIe?wRKBZk^kJoAzN!we^f?8Wz%D%lcf7+8KEDR^Z z7@`vo>8T0?ZTgl7hUD}zeqrH@kMb~E8%Aw0;~UZeL0vPn$BcPFfB2v|&U6JA{^<)e zN{VXP#836~gu%y?90s25G@@f z=Q&Ppun9~c;>3KZzq;&9-E!!jIHa;2d-ZxxJ{-;`_%Y*IOHbtF20Q6t-(mSVAkyW# ze~+Sp{CSy$gCjc5mx%&K?l6l-#{;1C2fir66brO&GtcvNvqeHROSTHeC*joR^8nco zHSpp>#kR-BFD#;Ffcohs1xr#jm4mMD7q8*+fVk&lBT^fSV)kY+5oy)FYc?_F4J<`_ zM8aJ{oCi2{1)qSN4AT{SnkVdl9(W za5WGD0rbK9%F1^Z&wS*bV`Mv7{4So%hj~Jb&jhH#Twe<*0e@sS0#G$gPeq_NgV?w_ zIg$Ylb>Jh9>E%S)kl{&G23i;a)1Y6>N{D;h8glW__{(vCQpg&}k@z%9ryzW{aL;)E z-p`$R41Ejx=F>cPpD8Fw_lZ`di=1FVRrwieuOYue z(veH?0nqSaOgCzY1**wH*J1h)0N-6}E40lP!OhTPQgW=^U!6Kk6=h~uu3jJz@ zYuwEeDSRkZ4qb~@V^VG+pOHf;0=!WY1XbRiTwsxM+deoG=f$lZ(Aui(043kS@6wB@ z$+{9wyg+@j9-@&Ub4CnV3}L@Ff$AfyuMrGrN{VO(BsX3Yz8pbA=QjV4HFC8SkC~HA zivi6a*HTPd9sedQUEOKwu-hoqi0VA|iA|90<)e2<4PJ^$Jh?TVA08e)zN>P4E6~xD z$HlORzau&^4SShR$u)u@arxv#ljQ?8P8e<+L;J#K$7WuB{{A;md8G#%n3%MdY3u3| zhKf6o#?&o3FRjQN>R!yZMI!}8 zLO{AG3FPH{S0BXf+qWaurrnmHc-bWM;!!{>udLXKey0?|3#14}%%BH~h#Bpo$>Q%Y zOL8ZjSv?RpZ)Q9fjhku2-g+lAIj#W@2LE#<1Jt(3;9hwiP=!x6y_UJF)<}y?KLGm0Gw)$0x+3G+6hjl714icNGKDz}{W|F*#D$i7ot7Ah46x70N0Y3TPe6c-oII`${;=aqU6GKK zY&|fEKE+^>ABTFlGwJaHi`0QAVvuhP&`8#6RW=zPI4S6F;FL791NL z{eY3Uc84|0r0!bjO_g?MrLlgQch~xK!(A;cpOmj%u;ZmB4I$5N*`+5|RZT4w6}4x zg=hQo3;+3oRfSd6Uflan+B+FK{&jF1 zD0w-Ag#P(ZA|LzjLn&cq>1brnDq#tSO3cX6=7kaK6C-OAM^j2(Za(DQ{(dK1le?a6 z+KhAKo>_mnX!fEB4SslzcQ2g*m)`0V;_}0hX11#>>AY`EIwJ)nMT_mw39yh3(hz1!$<@-)t?5?NP2>To&<)i;?SA+1@MGn}$e5oUojcA>aWcw8FxgGxBc7jxQM=>PO18pqjT+ZUDWYgR!mO!^urrF&ro7L7GWm3#@^i7}yztK$PU17_kD-l>XI6QX87`97qgS$C7v@;t zYe`7)?S|1lUSZB(iA~*EPF5q&$GPu{X6I6=dE_!qip@gm@)hGZ=8^KQ0nv~6r3;Vw zf@*~;A92|m6WqDPv`rwRBdNn6YEu)iI&iHZ50qC zA($(XKbBq{AmqvVdZzr!Dx7ygzu7j$o7GjFqm$o@r0Ao2Yh9=C(|xk9`Q6=;J6R$! zytVy-jx9$e-ZmQ{^^4K zpO1YUln?%jmJ-~Q+{mZ?|3f_d6J=TdP4STPzs5u4WB#o2eeu;lEM} zKOe8VMirkg_@4Ez+kO-6=0j`5lD*qqI%~~TTf`$Te8W){rpJg9Q7ZTej4pO|Y#(2(t!|?s+a$F2T z!uS=9iZs4?qr_o=q4E366(hVJ!|U2^&DVw5CQ~R(ZRBZog^T-sTQ7MIgkimXiRFsd zL|93t{0ZeHFZR{T?>Vh*e_M|GUNYZ(eL-;Z3r+Y->8(mCZ!jA<{TNDk~B%TgcA zG`lJ_@zmkWwS>9#i*Nnz^(kPEvV0)HqmhxJXi3|0W2so$1rdTHLYt^ai;LcWt%LNq zn37d;vTXn7t*V3W>Y=xV?$je{jnG=azsIo?R`NVo9!=^v^wvd`d18%~i z-Be#KZID9YPY(@dpzz(rziN%G zJ^N@r?i%M6I|Gx~&BfpRRZa2elpD8s_*!o05NR?oXVD9wy1l$ZFzfsE!(}jDAdq~- zH2$4)>QRupe{K}jzT3x2L+$J8vyYeq?@5L_(uf_QT)87nPKV&?y{%|5`X$p3e?AOj zskL3_9R_ZZc%WzZgyh8gvKPD)ULrIX!&S5fcO>k4959X^e?kyJrKvr8SI&G=OIB5j z(pK}>sqWM{9y>PdLsW`I^vC^(s#zu)qFdsEv9Z~tyhFEWSxeDT5GbZ>xn$`-9G+@f z;#I5jPj??we?l?0;h?)8Nmbf1|LJ60HH&Xr-QuVq-gQGw@TxCQzzpqw6a1KrTQG9dWH28(JklbA-DF| zB+Vr63=i*#WHeWZ)C`3!c$GVLwF`RhoH|wvf2lI6Y5DfRW^qib_y*T;`Ap)F$CK5y ze9Ig=rTwrDs$o78sxdG|gr%p3SD2VuAxjq4Bk7}l?=w1v2Dw;MwlhGFhDx-g@VCGXUn7fx5)UhaFEZ#VKkh`3)d;XNn1{cz#lse6ZK zf-6cg?R}%}k;B-X^Pe?=jd`B$?)rzbu0bvhVA-N7Ird7kbgv1X7V>dL3e^k}r$AfqjoXibOJ zp{1WpGRF*YBT7uRTqJ?y&W9N6mFh71C}TR7DN5SkiJL(Mmd$j5Wv_VOXffF{8v1bF z=uHkOvqx#=2%i%S(aQTJoIxNGhUb3<>-}z=WVrBkeS691T>j$CwT6>EW@Fd38B$i= z$Y)no9d3Rbx8b5#o)l#L+@{+oS1*UT>>xe=?OZUY2Q_kZLy|=Csn&7f#cDbG2tarsm#MW*kRbK z9i)wtvP)_fcC5GE+z-}% zx9l~auAVs8*Vfmhc%L2{wPp9$)GV}|&Afk?f^W)4sF9JZNcyR(+jmnHJr@{KU^s)+VB{QjivWtH7Rtgaqs0}((&`cKW z=(pK%3Ix{&zHch$oY^eNWkcK-rD-jrHQUSk8g#SATWx02Nz*uw6m(hMMK}HmJ}Ax_ zAS=5?8u2MOy@^X%Fkp)xfAVfZW$}*x3;8i=^TmR}uFvA@i@E8uP4-k57H!-CA{TE* zTc&B&Sz_OPaVeesb*ggfEC~PW9*Vz@&*_0!F2UW5C`@@=vKs{`6clrK7n<)sI)776 z!*WSM>DgO1@OIL7#HDvJP!ZDeZh*13k;VA4w){ z7Fbyq#(Pxv9453pN=_R(U6D2B4y1oUsC$>ghC;5swnxZO<11qi-U&W-q^UzPuLmM%I+tcX9PacR~b6SEr@6LD2a7@9V)0}uuGKMAV1!1Zm>9*Nde_YnW73XOX;rJ7_&#V?qI#RVgZPrpJ{Y2Tt+Por$LN0L z=UMZ@r@wr+F|H`|%E$3Pr`w_|_!1G%9k=gsoqe3TB!3xSWpMe4qDT$Z@a%(aK~cu9 zzmA)(bv_jK4GfkS5VyMCv0cNBK9zAr$5V7PxP3o&hmt1qW^VfD+St3-0@qf*|M0E2 zZSzn&fFS*Dc6|g3J<*k(W&*t!N59xsm9Hu4n<5L>b8T;62$Wg49G|QjV*Dl-+1Tyy z$?wY2nD&oUsv%dM{Sn<&M&`Ryp1L&c8q@q{3guVZ=kN~Lf@}NmfuH}U2NfsOawX#W z4Z0iru?j;ToX6A*nSxWVf}V5h`SHBFFnGYHIR6%hejX<#WF-RMn_dem_#>6$H66@i zy$2oF&~sWY1?DsUti~A>-*#%r*V_L6sa$-#zl>n;`bH#|rRpn>W$&Fw<6;$Z$HJFz zmM1wQ$hG)CXJ}A=q~~|ORw2Q?oO`XT9AT~RU9L#XzbHb)O}JQ%Zol6V($7V9=LgHL zkKah!&MEf3Yq$N2f&iIy|4vB%V+FzAWx)R;_5Wuc|3~WQfJ_hn{wFZczY2vHw1f|2nbrasH_X{wc3N(+ThA#rG;2xR~a#D4`hj6cyJ;%Y$qEItY37hWk@iUKb8v}8b z@6AZ1-Y|GWnP<;?^!vewApgCEk*HC3-iR0FDNOA5N+%M$&Rltq9C#^vsLZRow&$hY z$2eQ|9NffNeke_F?#~)NtkR2H88_fA3NhAITRA%T-1wfzX(A@ir04r`Z5E-ubVeX8 z;?=n6l~Y}Yy95c^)S~H^^^Cd&d6)M>7-6VC;Q-b0ex(7g?QAu=8FJ zvD{`tCxd?Q57ow7mxWvKEOIY9ioEMyAr@%K8%heMHpcYo5sGSCo0&eQ!JlnikZTJJ3k#(?DM_N+;0Akg^Gf^H@+SOJ;^2-s3E^W;}tqTm0b6b{w{me!=*T0;sd$G z%4T6dm&ie5vMS3|r>Vp%X?uf+cd?on_PWvaVfN8VTVzt`8xG-WDbWPEwn8Y^X#-;D zGC$joYmf&hPwC00*u5)OQHpg~dfmoE^pV+Ye7;FULsTVQR(+Lcck$7^{b%o7@D}a` z4l|+mS4l`;h$is8Wxp8{jLGx0{_~Zms78m^14bDz#e8Y}cLa890^gH3k_C9FJaxu= z%Hs0#kx+(yqp%`ZpqEy&O(WiiW!mpaYD^hMMPIi+=a$cFpGYcop)u#p7d`l`oBfu7 zZE#%~HBHbGV-AZ4=bi55X3U4-_`Uw+5!WllcyYF{_3u3Q-%<$>_l-xhxx#eQJ6+h7 z>FSMoHD3Y&4|NOsS~2CtPZrL2kGZ%SxnHS88nNV;r_Q+eJ<%#aXS5{<-B$2bxG98g zOVTl#z#q=ic}V9OlCl0%5>4R>4O-6Sp}s(^fY96ebv^olpD=CT*b-B#+Liu%!LRuy zrQFqYFY!hhrv~o>d2hcwJd$2DH6zm#;4^cpk*XX@YAI~a)-T7Dt5oImMLy;9x^t*l zXCqow@oLPdWSP)&c+xq#3%C19t%NJ-oc!VX`c+0mPEzId@ra9K?tz+DWy4-e<&b=afih52{x5y zI4IZuyw3AnYaPe$_zbhtIz`4emD=6n+p9nG^`#Gx9}|e4`}XGhX7#Ey8nire_uh6@ z*L-lgU|!=_gN^p4oh;hXY-;fR`{%zGUJYeLjDwZ*U;H(KrrYFXX-5ZMW72iCWg|vaGNaP4PXOpX%t#1zAs&=$wfJ&N+lamOG79SPE@L2^L2x^Tz7<<5M zTGL>4yVD})OA#0Fbf((lKrCV5U0+nx>sba8vPy;*?(A-dCUTVdL|6r40omf(4~xK= zkBv2fWCQC31CNWwa8e)CP#=KBsNVB!~(m^4iAU4s=~#F!maSMO7D zSoT5F^eX&$@JvfV0j*TwhYf&xTiGJwVKkMrxOgc^qnT5trqm;t2=VbZ(8hB*6gwwI zleu0c5A|VcOVo zFEXrUt*w~~Plb#)A*m_k#?YjGWRLGVLMq`frB-x=vQL*-?H(pU6T-Npe5c&K6%+6N z{hm`5WfCcB9!!Pf*rN$#?^srY2A zy@o>H4kB)abRV0>lM|1`QMmO?6#PKY%Bqxs)F9YfUhp_I`j4#2NJ~>{#38$((|5fAj)wfV-@;PURmNx< zsQ@_)$>Wnx?*NT=eSLkL^a!a0ZlBE?K;1ovqc8r}`tjq$=AqTZbS=1=ya*+EKnJLy zqLSM*ly}FP!S(4@%sV@HhhO%6Zic@u&hYM$avI}_9x;gk$rfG!1?$s~ctcy@v~I&6 zjUv$FlFCjjJyzLk8>hID)NSL4iayRUu`0#54fL}#`2nr5Ne@cPx9_lz{FH$J&zu-v z4JbSTXCcbCP0(=7otJcs=qk^C0N!_>w3O6np5pVDQU|qpVFTGN!Vwv&f}x~j&I@CC zt=^YUi**4)ZboNf*7}nS1>G3g&D3+z=*T!BJ>BNJ>oR!$;PZCOX44na%c%Y$uiNUb z)@o%;Fk$3#al|mcc%0-vh45VVGAC(@t0e=(yU3;i(D)`XLQ3exXg;LiJuUdW#kERG zw)uALDqs8nyrS{Akc?`#1=L?qGMl<~yMKB9hQPgmjXF6jBFi?kb;gXCT#yuAxv}d| z1qKW*ahp8vvI*XFMe=1$4I<(}R;MB!271}y*Y(f9GVp43tHvi5HqI!IBSm)rSNv8B z7}aG`=I+bc=qVn2t$mdOrE`;N__S6mi^U2(6O$~HmXYM{geYbn$NaB`!cX$72aDHN zJfpYVx(&RJ6PlVV&t>j)Rw>u7-o1Ob`wX^@(x*y3VUAVf+qdSJhv9|o9T{aeSVrXw zoF5$(zJYbCaZAhyqDCRw2Scsm>i&E-byy~Z?Zm8SS+X^XzZ{Hw=j10)l;|E{R5Y~0 zp!A_qP+z{LsG0Qiwjz<&?}F29BVGwxb$`F9;}ZnzGp%=dvhOQQxX zuezgmyoLq`pY1J!4%1plMQpyE2F(3Ak7a?VtW7b=ss)fQhc@>gs`gnQf}^&1@ufZ% zu>t#hoj2HiT~uFG8K{Dq7#Qh7j<*_R+O7-%e3s#6}iY%8Y*o}7{!bT5or ze4AILZUoFN_uWd!@|{C{;NrqIF%$us=VGJ&c!o5|@q}lv>Cmr&rra7qh??wPjeg9+ zBCjk-PhG8EYXJ)2HN6q~aN_dP@sM{)WAK8#gykiw#|6HVb8afYy{1*NplkaECUzkR zduBl|+Es{-{g#01!aJHy99LR4RR;k(V02PbS2r^;De`9R6w6}M|1^I{%~@GGVgUiD z66qe)#3qSpX-o|GtcZX@JYJ0qc2%VDe&45IlE zgE!cm6%{){6|m^}dkBnQMNwNf3*hwA-fKWp(um+M!jvC~5?m2ZP5HiuZw9K?SVlUO zIR;s9u_eS9HQa{HE14ccSY~0Ki<0my`D(NeE-~@eS6MO?C%5Iu4)Ws-Z+G{mt79JF z-BDV-5k`#pud-Wt`n}uF)SvDOXR!qiH3MI2B@kHiIZ~ohl*SH!m7gPjK2aoMePowQ z@;H1vAEWyCv*M1>XlPSEeKmqS!)b;hhkAmZ2J7pbZ)?@1A#%Cs5Az`Gx?tZetgLBh z_%2O|;pz^etx2uVikhNWjTc|v!bXG6h%Qpm_IvVd^qpTe+m`U{Ch><%se4)=T{i(a zWeQ#D1gUp|P~^i8RZo-k9*0|Vln5C;6N5CdrZ6}ctkiRaWGX*?jAs!A1}L*h#LFV| zP9;=1R0q3W<>w0dL7vnXqZ1Po;0%QHF9qjySP?)l%CZUz4VBfet{byo^5^8?8CT6y zGf-4C{33VbjMzQk1`?9O4fywWG<;MfLx9l|(D5Ifg>e0g*QftCzdb7nyfHh!@*r?Y z8L;Lw`H(~1as~(1^dS)9^ernNj3t53&BfAlV}ycRz;P{{a0d0$k_kkQM9OCfcu6yW zfi^xKcxWHAgoQu1$%9otzd;lA)~#bXG<*nP9gKkJA<3j3NSd^Mh=a2fP0~Y+C$ypl7U_}dZQdU#zHrvGqZX};|BhW3{Hho_>IdSsPGBK6O7}H}A zeFr~uM-HIMSfA^ZTjgpHiOeyC7pCNO%nG|?)uEu@L?r{@4I;f6SO8zgJwPT6wz(#k zUnvXKaMOV(Z8o;(hu+mkr>BK~9E^;zt!hBeZb%p}RvMc_!v0fDMFEq z0;_us0hqet4Ls;=0&qrid`<@+y3+F_Bk;1l6z5XxhaDr0g*=cM-dpqIdV~;|goGcw zio2V@(14R8E;d#*75?P&Y{;bA*|9E>6JHx(ZMU|y-JROEo%tB@3K5`{qOYqfTO09! zBT(lM5@kmfM2tQm0kkuzpuRI0(lTY8RYCOJ-;qNH9{NFx{NB1wpuHaVz%7pOC)|hk zaaFS4mN*gZc8*kYS@%IsLAvdUktCyd1hJ{6)z#l~W@cvV6Sx6N6`pK2%i2)M)d_S2 z{$b10yGWV53v2DBFW@@jW(^xQl0mUsm$zEnH^vl=@Ech(p#Q|W=mybn%>kT9vRft? z1cA#`hxDo*7qSd3-zY+I*dR?TCBw=)Z0=5-DnSoviKI)2z7gmEIom7tc;TLl1U}a+ zmL33*X#c_IlB6t`E_^j$3ODmuB64ztAE;tNurS7Ut(GJrvE3YYIk3 zM^CHx(_r-;*o7ezs8%6OQ_l{WEaA96LKLNh zR9-{h#iMNkGtiVP6RZNr`>CFA+*YG7JXN77LOJir-x_Mbty%$p>0tsgS}lTQC3WA< zqR3QAvx}XYT67GIg*jEKJR-e|imSa;=u}u34B2lKQEElQb8~WFp9$Zxjd?8XZfKZw zEIh>+PFz-8h$a=0&1U#X=&shOQke-%Pb>*l)FY9EL{#aH3Af zE|Z6JKV?n@mtLv;tPXIjNlF6};zDF4BP0d<6!UOLDVpV-cv1C`!z}#Reu^IB+*?`j zItSgw{j;wy0UCOeEYoCwY<5J77+IUi0aNQI407mluSLgnT3-yuhMWY&Lp%p+$G3MSwQ+a}8v& zeHV~BnqC=tvs}Guf^iVgos;>6)o^3Nek=>Am(3YZ6OgRn(*9M0An+nb+g;R%ekb;V zi=uFbh#q5Oujobxz5FFRVE=Q zD5$;nv4Vuv zt`j&@qiv*umS^FfrM*;A`64rkNh`e66Tl-{1UCEe}4jWdA;RmljEc4MHGRL7jnXP4w85aHwoUE2fq?#0{`&O`@p)nIJb@QZS?^v%hec%1e4AIQ zdW9KtP*6~5CGq69Z?k!9oa$B=aPycj?%`bHY=OOby>kAk!%g44->{y6bOhjU2aE|0 zOLwqEK?XskUULDuBrD{EW~0Ly3yl0J|7GexDBLF}Cuvz<-ZcToIyl&mVZ(CW#goL=C8=i`yHA;ESEC0Va!v6U^zIH~d21!Ur zs5cdfkbJ$qXS3NLAuS=J-$eR=O^<=}Ng#_23F(h-2NKfG&Ht}o9y_1&ca? zk{}%v<1_OuES6SQP4Ia_j1;8bL1Bq)mG##AYnmGrq#>BjC$J%aejjWZJC-tkh=}Q% z+I+4rU4b#^%BqWv$_IEf@mdJ>))7Prcwh)N)}rf9HhTJ^0ZPvCt}6g5=v(CRZ+uGv zu1(!_?Kk~dKus_Q*-ri*l^|D|1|w+a95A3-AX00qaxjfAu4f4E`93a${y46GRcmGg ze`iy+=7XXP%tL?+^@fLoDR8d5;Dr$?5nO6heBz~fUj3$oAd!Px0hYG5psY?xETY7L zke1dA`0yPWL;}vil0T8Tq}Ex=1bOX_tyM8_ON9&h{Oc?T1RWYUv5xK&emNT0f#G0r zRpdBqlKlkn7PK6dcPR3kmN;_sQeb0XtaL$A_duStm)G<2eE?J=yh2i6e*gZ>w+&E% zg5I1Vu9uKwmUae-Uo+qMu_?Xg0G7Z{22PR(g5J;QXlZEP$N!psWCvjY;sod%$zYpr z5&6Qu*OFV0ap%qhK8L)825f@B87a&x_2OA%e5?kOuUo~Su(Fr+pjH| z;65yO8M`AAz`)A7jtZy&tLn2vIgYu!Gq{f|s=qE|gO*cOr-j`X^ec3!p&fPVRh0nu zqlV^!ogUd#?jgNtG7R=}NhWC^sm_914K3iopsKohsN#s+7Cg#?N`NpB8;hV7U=z?n zJRpgXc6MKEB*0O1$|6L>T00aUif$sj+O**O^I6Z#Vksn4Y(6wie(1v`g4{i=9~)Xy-!$vnZRwvtAY(q{dLs+li<*I z-uE+G>KiqZq3aWhb%gD***5I@+Te}mA`LSOX9%FHqWG^xH+CNt=H=~wKoBrMBfk;T zD$q#yyTb_XYdz875gL}?I& zf)FPX2YPtY#EHkZ0%B%MukOn-_F|FK0t7WtL z>O3@==H&hXE293pD*Ygm;Z&KHI)2ZO9?bn)0Tk`&Bsip`<$Wp8Ims>k%|;A`nxkV) z@7?(#-dCsofk|D78w=c9;CO_QWBFMWs)aZh(#)7WM6>Nh@_6=f`mSK5iB@g5;sO z$e%{ivK}H$0emBw~bw zbn+i6yMN9qp?|{{je_80`IWSsenYOpL`OyzC)hZ_v9!**0&>LqreZ!{SuLPBl}hqphh0MV-OWRgb>8beUL+ z=(HL$Auh8tTskwXnIUkBPC5XPs|2MuUs^`SW;0ykUH}C&5X>#cJpv$L2gPf07S;$K zDJiMbF;}QjgCw17a+VUoG2^Ox`vJJOnVFdK2=D<5y71;XSnsaD5D%fW)IoxLd~RUB zPW%4-d#@R^*Y!gv{KD?}#5EJ3E{G`NSgt#v5=!7)3e+#F$E5z$Jxd zet*q^k@~hVK^dbg7???3b)-R5qG{OG6({|zZ>E#{5d8iBRcw%SB$v{KHBIvP_4bPg0x2>9c7}` z;*;5T^cct59evP2m=v#MgZekv-(S9`PqoV*zy%>Dm3T1_LReNA z8A6&a5d6U5Zt$`fPO(9i&d@Q7?-lGEFsh=X(+tt}yOOV8f5>b1JU;}g(~*X;AYhb& zUU5iguD&WlAD@`$$|x~2R?lT~VraabzX!PYx-dBV9Vs#KQ;X4m?mWbM@q8Z%4)y&O z<-KlpsbEOK{Jm_oA-Y?okzy@Aj4!T^hlh`!XK#H3S%p;xFpKaQ)o0Cyp4Rb7dOJkk zheU`Q0q>}bJB5@4OALyO4g)T9kv7aP(yBTV5@?9!#|)K8bs20yyh@&WLEBkj&DBm{ z3KNQ0WShRYmHx1WsSnVo`SeX8DtK44puC*<*|W4EMBEabmC&HaL3q6Jr;{h?WnElc zJUyRnhHERldc{bNj>{3zfwQvzx__!%hwm0ThXn#0%|+vF2V;_^DX8a!p$hx_V^=t(GCQ1DVTQhqvmrx%65bV^C4w!R(#s44jj?S|cj)>)0# zkr5K;4EwLVSEPY5M}2(rq};_5xXNpLglG8f0ThVdNJt);JXHXNoy$a#5*C##e$VEN z7~wtI&+rn-V<^OKWQWj+(F-Y_I)}i}EK}QJieL@)HJDTJfrDQltc7qly~R`2z+kxg z=j&f%y>anZZ?iji4d&rFg+EiF%8Wn_og;GChmP_KKgT5WpQT=ky zRvUer?#SW=zBq3C^_FZK9gl!OED@^lDf3?taH5tBq1!P@-WL}c`~fi$(=aSt=pfi! zs+_QIDlZb_4c$>TvKY~h`Sr|dVUL8YphwZX5I8GsH*ZB+D@L)(p#Id)5>Kp^cV%eQ(J)jFvu-*?vhETQ7 zAy7mdMw>$Ime%WW51MHut|He@v2*)!dd8D2@O!5DVvT#kV|)Vax2Kpd`ps5`9C82| z#Tf{%dx$K-+cdn^&w#9$BqXs6wOVl8F+ivCh}x=)z0l22RlQut__%S#D*{6cKfr#qfHe&=r%kfhqHTSB;pJ(eDI8Sb_KtX>_dxoePv~&7ty7m z^rAK0HMm~I{+Ethj2AOVNS|)~)6f04o%;XvCSiv30WQ>};&804!-)ee6}>6NQK?t2 zN(qUrU%*^ayvzl^PUkyE(Bn}*s$3vC5_G6wLf3D<+TL(5!dH(pCKn#P5(mO$fDKJzi+-|LU^D* z?@{BE2T!3g3Bn?kCP0MLvIT#yvq^PoA!oq2^LFEo0W10eOsn`tyR>NF(p64;S3H9&6$f5yh;{0Wet#$lUrpJgQD~T2Hu$K zzIOmY)Wjd4G+l2;j&H`6D~(c~Zb1lBsdP@u*gO@^@?Do$6}_20Xq-c_^!DxBq8rcF z)#$UDeXhOhOSFM<-C28UW@IF5SPtMO#~qU=tO0xgXv3C)&OGflup-k;s~Ib9px-Pr z+=#FME=XYWGC*mISz&h85X1cs+ezheO2kE&J_&yI6pK!WBY`q zia9zrL*KB(K`{uBo?}FHDXZD+!dySpPl5?e8tbyfCPd@mL)gc9Z9j!do9`d|1V|o# zP@wq3M%|mj)YOm`;6=2g1)nzr{YL9vW;b(ZY7iavH`q|$TT5KIeGuyg;V#FGTmBxd zME8#vOlrh@Y98@~*Bt3^?m}mbF_}@;!lGyep&vl}B(y9nyF)ySs>3MgjOt}eoAdeD zR7M@Zus?46r&1g~`oc}myIcTFgICpS!B`AYx_z;Q| z%&|a0h83E_8Tq)jcafSjHk;%jqw1&mhyDCPWeDd1c|qK0~-4JR}g!b+7A?s zI4!uPLLT_u%-svd$OJpX;{MW}&UmnEStfmzI`td^|Wk zrSk_=yHlx|w)9vt>_`u0%Cu`k9fB}Prhd7c-lOh?wx$N_9Eg^%AM!3uSHlX+WtwD% zmMhGP$6If-$tR(ALLXN0UK7ozHa8~;yUFeOZ!L4Tl!#u!@H3FRRU;X)bVf8<<*t>J zfn?bv?ohSDagUsQuech50hMVanbowlt&C57_p-M-p^oJD#=k$ewQ*;pojnD@6g^}B@4M4VX3B)k;o6tB1B-Iey&>~t{J@yu!zn2G4 zXI6Y=~ zG=F+}sL(}B%*?E;FJd}IxK{PMy1I%sfeg3qYr7%#J%}CvbslFTFuUsMQ8a>N1bS1rf$#ht4}v@s z7yyL$(GSA;(OWSCoO6rv;)Elr00d@x*WyJ2qOjzduB_8{fu_|FbkU|$h!N#wCd9=X z=dhI|OJ*@wRA**pTD3r1;E4eAdQYEb(aS<-LQ|8-M;`c)Hb>|%!4(L)mq+l?>bp2T zygYvDI6m-n)L-pNpo{#(+kT7ukSpE&iynvDBa2q1#^xhu2%AYE1~7L|BEGm=kw_MK z7E1+eS{df|m?@8y?sdF4X{vm=!&Xp`J2vqoM%acVke=d(3u& z{DsdR{?oePF@{(A6Jt~#W_tSQls_>Y8^z`2`ClCh-}?JMS3W@ut@T^7+KD~Lo;%z+ z)-psgenb9EsC2jmcXBqHw}YRVP!%qq8F7c-ii+r~M(GFPp!hCcW6a^QqbUtM#5+Ed zFa+d&$f#rk9SG}j1p;x-#5?HdW4v@3%p`<_UwUAj|8kxc_UQ=i;GL7$aH7h+GsVnz z$V&`ujKTMv4AoCcm6Bly9r{Poe8OE@N9X)@P_iX{;G>`*6-1kq;ZoHIQffJq-azem zU#vjKbarM2y8F|Bi?si~MrvL3+hnoLOX6vE02MangUh)`cEZnzL{3iub-U*(T*;Q_ zQT=3qWAT3}_{f@5=`q~S{weqt6gCRcJ4cq_)#{~aVu|WeJH zM2tJ~?dn8<6|`=I6JekO^C)5Bd$)x#U1y`?x+sTq^Crm1fV)kjfi)kqSh~B7i*I`R z#JQr#pPOu(CMM2rWUm=O+ zldmRZReawlvt1@&b7RA>FXsZL>Wc>Ww2vS6|8Qq78lI^#4r=VsWR>x!Ivm^6zkQ2L zLM<5*u}qqK`}=``dI&LalXEcA;Y*<7Vh^ZxKAL>5AJM_<9Hg)Lw0C~FGG(23!dg9# zg&?qZU_j;7E+INq#w^4UO*)OCc;j^`3N`7tTwh&UzfViEmS7dS?l6jgO>Cc=G_#PM z4$_cP_1Kh>lUNNPibN}y4du?;&RT3;AV4#K*es{gT3nu(E`=Tg66i0k^4Z{gGP#rg zeIHs2X_{(kG*Jsh5-*t~(%pg<-L)3xA@NqdmE<*JdGD~ROFkPku?`!`4d}ziYun59)sM-UqVWeP$ju9HKwOabiD+5ZarWH9s=U(r$iX@NNzJvI`azG$7qaBEZY6k?&ujMLy(x zg>&0a6ompyl$c)Xvy8Gy@{?yempeQ)@1kma=}m z^=5%2hojB7`}|%PPCYuluv=X07%cR8m4huCA8WCQ%mrIOT7N`px)gVsy^*om^bDIQ=5T`{4tFjyClHB!g2p8??I9=xNqj zKR_mb;{;a&kUJzaA;b%gDh)zx zVchpxJWeYt|nyO-Ht{}3B==i?TKE;;Q#N-O|wtp-;R)xip_Q1Rf3p-nz=QSKpS{&KR z*Vvd@@+sbs$MoU^`7zxoq%s!8O^%E_Qt*&;R*Jp+bIQL-MMZ@Z2b*GVJFyfbnSQ#D z=ZCzE%VYw%7dX#wl@Su)lm@e*l<=1{sCUT>kG55ea52r^IX~MG$$?`m_X_)E^TCRw z+gVRtUejV$dwV;Z9uC{;Y8y~8U8r?O5lOUxjY@6+XT>HacoFu8_v-H*yFMj{9EQlfMt~7vRu2LWMtg2wH%u zco0WJT%`_Ivvx~()2!V=KcoK(f=$R~QVApt>i%@xyfdos8j?lRwKn4QR65$fR+~Wk z#sqG3kTO+RSSVpo1e5YnmAymBG(U7oeMXcMcy%edvj!FIyi&8I$!w-m)Zb9I-My=~QP0G|0pxQ%0%ETt4rjme#Z3CD0!HX3 zviX6ipG*OBWkm%UIl06#C>^1aqq&#()Y$0m-|O~t{@*Xs{2ZchH37o<-QJYrf+}S- z7ODk>B77tdJubH(3d^DS?L5)V?WioOyMvN!= z`0wd$24sA)gznboXV1O=He5Wr6^ZHi=&O(x$Pga~@bmNM&JnVxXlNv1;9rT)-Q<%A zkm3bEYkg1mdxIA+CpsX9UJe)O=VK_&%iXlAUUq}h?T5DA$ZEh+&u}Ae>W1 zQu)-^1lf}&ePez*l$|K|1SLir-Jp&5_qgw_J!*f>wvznq2VY^(oCn{jo>D!#gPK?} zG$9x`c82dEnuIyaV;HWg*590kb#!#Ff_x7HDkuz7c(t~2P&CL;-cU_%MTUnD;0M#dYqG?{Z1)fmvnGh zHW8c}fSas(#q?nbS73HBRrNxx+Ilp)Zb0<#~Ojx7fbT zmjWB++)wlIIhWvY;nbZOY)$A0YZe73JKMzfM6-!_(A;C(5#^%?p^#uI34 z%rh@VPw`1vhrF`2wbd{^LZr(tSdk-t>cQa-%|Iv;zWiY#Z(9ea2N?V&i!$=4((+*Pk8)*M6EiHj^+o9+RPFavEe?7;&A2~EKG6MWoTfzA{ zoM1jhC85{v!hYU|S>9bit!T{07!+OPszfh>1&i3;;rJ*T-KMz8>cDyNS2%#;-I+hS z$n66(f zcH>CP_UibgZ< zVwE{}_}P;w9xwHO5`0n@`=sGr&5x`__ZF?klfVoA)8l(``}^mWK>5fosJ9kw%Vl$9bIIO+XEi0<{4ARNtP`8fP4HowJXzt( zy9rmcs!iBx74J?Az)av4TScP~Z+5rhVRLuBX(>HP1wJER36hWbP9)=a@qKzVy1Nca zi@&>a(__oE{&HI_Tai&YrJ(#A&FdOTXZYIe#wG;oTm)5zyUZqh9$mhf1qUU)DHv zE_p|?=a#}pvv%Ysvttqky#|JRZx&)^`w5<$1b@j~9y{!E)~7n2>{(*k?UA+&Tl@9c zy?ra2U9X;ba8_v?e>`fHOSd4`bexHhe5~)%=Dj|Cjhh3>O-(5rDK3mU?XzZW9r@&N;i^oO~dFTA+sLcVJ5#b`; zv%Z4@%_hEH(uD^*VwF0S*9AH1l1EW*nwHWPhgELfxxl(lJ1%qoh25+9@HeN*qBm4= zl>7`5&izL7VbMIYw6MxsBI`+t=opBgo$Nqn(|7 z{&~yGs(Z|(WF1$x@}n!C{2zAH|A=M%H=`c@jl1c8#XxX!KH`9X{u3||oc{$m`ES}@ z|3NkaQ23ucmE)i9{eRzHpFClEg4mY-!~Uu?c4Ujml;M1YUKF3 zr%vUuB~P;jn2hi!g*yWBHLm`o9t6sbp(xX1dl`N(Z{cV^@Z_8R+>#OAZ-m)8E^<~s ztCW?ej9#lw7OLx4gTAI#|N9tIwmE$#Z_m(k_Sd8E+0MrjrgJl!qp7y*j`cUcLJ2;_UTnZXWCKY(kE>?QlfP~QS1_ozl1iqp*;j?PW-b9 zr#iWpsSYzU-8+>IPXqH(3Jfk@-grA7aW+c4Dr9p|&-18x55t1>CWiP94sF5L?6-SA?Ke&8A@Y`rOC68Qd zYUF8(g|yS`^DXua?I-8Qmy4s~HDTt&bL*Z3N>2%AXhdQH1L$X7>000@h;pWj&*tq= zk}(FDl`%ZkwiRc3RqFrNMe*C}esz;?O&L$=_VjVR^=ls$)6D(@6YZ(EY0mA%^lyXi zJgJkDf6pnzT4}y~j8)Zrk}>vx+?bf~Nd4K5ohXr}(H*}WPN&K<{f^_4dmPL7+9$f%nl)TBnEtj&1H?N`x3qkQT1 zqi#j^JHZ}R%>DRMb(Iv zVBRSGslRo|!p3=b+Jjf}ZCsm8-Q6y8Oyy1cziWQ0*^G2J7(mMA23fU#A@1Z;14jI{ zC$WKxWDzt6KbjtD^voRRXwKYb-7rgS?bN(TCeQp{_c38WAcB?H-S82Otu$WIOh$=} zYIkW?b*Mh35&vT>l$Ut7o%ols+)1AiH>#60<~tGI_N2kN3Q@HD9QF3Y8?5=e?y_pn zG#j0}>GrU~FMdd1ZgVy!h{^XEnb`U=y%(aYM9QtrYx5Sv*faeRA}sejDqL4)>!647 zlI&#54dIn6Bub`!WE9C4$l<<7cVq&6k%=GSycQx;N8{MRFe7~D z71sH3u&v2QLT~x(wVi8o(|l^`-ujLAvy-mHO{eOUn@!HSh#>R-KmGDe0@1=Z7)8}V zJT&O(!KuUVwhZKixo}Gh3k#Pao=gv*B?P*hm>z-6I4J^}I(L2CIjUZ}GXz6F0VZ%D z6Zir03z#1E@sxKnL)DmACF1^`Gj*Lit`qrNWc=GQ5a%hYBU;1Y;^b_;8B5!D?teda z85&HB?bnxk(7I7oQ_H_NHdBZKr5PRHb7T#g!l22HoZ`~bS%_HltZ!=4zQUrDEVf`8 zPKn8}RL@B}VoHhMZB@TV7{U3g&Tf%qmC~jIT7YLhPo(5$bfu3=V%TROC~OBpYK9_6 zc>cQPo~5K)5=KDGW4tORcqUq2|9EkxVtGyXI0m^OFNLl&6O`frQ(-Vq)MvIG z_A`R+#4bi&PB0q&zOGo`d}7iYOQK{A?2AVqJM$3&+DQ z=Hk-@Gt*d<&aj5*_b#KN#xeCU@v5~P?^(-R`2~TV*6fYAcnLC~gyirNLSp|3Q)c&K zZ^+j>Um(RV1lyXl7*74$4fyh0rsXbtnlrB|EmNo&0srt$&nQN1vC#>f3qw7xCm?g} zvD8i3R4b6~kCDj5GmR>=3jW>qmlL0$r@3+y03{%GK+$tTOHNwp@m3F4%lm<+KR^po z*>+Jv%UF#izaW({yAzQ&c6}`PJeE2vS^oY%KYk1orju&IMDhvuh8Aa{`HCB)GrCi98p();|)q4UK|K?{Sbg|b~1H!k64e#ZMGaL>(ZcflK zbiu15W}LhG>;0o|8d+k`K{LBAfZ{#LT!1A{QB+<&*^-d47tf%A2;&^ybI%|fH!*f}2lmN@w#8JwVzeC#4S z`pNI6UiEX26KaN}k7y{!Vx2xIk!I%Ck~(v~ZqiD*>QASGuWi2!eV=|OK`{{w} z8enO+3UdVaNGY}L3@t?PVeK|Wxhc=w1`P4^nw;)LNlW8$p+^aQ6+TW^RyR2bmH$}x zQKk@H@TSK<7MnYja&O#3ZHUVIb-~p2EBT1t8M7J@j@sV=Z^3ltU+=#M63sKPOP~=O z#_UK$gl=9)GYlW+#0^mE2D1zS2;(Ts!1EwLrvY@>dh~kpp9J2Kx6#8x#pNqy_rBPq z8=8%GZ@Vh|0x8cocj=lDEqP+hVbQem?h zf@gjl21J)#EbA|Sq;9Q<=WOlZ!TYYD{PvT~Dx_Q?Xcu#@bxlVrAZdGS3_KFA`YVdwsv7V7E)SN#0w#Jay2lAsn3jScRmL<%%9`!^+Z;!YHDJV$O?vh8BHA>L{R&D z5Qvl(hhBI>1h15#gja9=uQq}Ry@_4B={SqBD~G7Nt&r8*bSSiE2QAzSC7FVUvL-Ow zvR!rH^?S09aN(0DBqhyWGB7eao-%GGN?%gSbd=85m`6R#l^=a1_Grkmn13fYShUfI z=bM8=R03{1ZG9a}UQ3?)49t59stP~bwO?{WLOKs^A)G1Tuh*-3DON%PjsFsz)V~y$ zVb}s^pGZ?yk|#(Vuw+uyO4S?b+Vs|X<$JtPDehU8Z}OS>)I^txBtee1TB0s&n79f# zMWdjA=nSb*^%@}S-^{zm%s|!n@mrZzE`jb+Q=E(tZiDRhLhB!xFU1Zn;eXp4FLVw# zJO$|?#Gd|A{|*BZm?z4lz(gmUgy*Z6p2;FA)tb6>uG`Vi5N_)0cJQR_WWmo z#<--&&`OxR(l1UDjEK<*mCGD3Gp`Ygn>I7Q8@85t{kPD2lv@-gIoF$x6~_5~#R6Uz zd9ma|qv*1q&EZ7r4OGsji{1F_;!#u0ai@2&Nw+Bi{-GZI{;I?&Fy6KlR=u4nb=9Xkl|_|l7CTXh=%(FEb(9u z3&dzxZyhcYc&2YB9=YR(IEYm9s7TP&COrRyMA~Yt;Qz_O#T-sm24_BmPx4fZkFmqN zEPgXjDy~B(CUnpT@5KHJHim5ne)qYE8!$Ev^Ek856+a20w(Q$joGxm!Sz;9W%6Uo> z-MYIhAZMVgy!=}o%d}F_!=3@Y7YBMjgZt(f&2>2^j=DjG%Tf{M(N9DyX!$@2cH>9K}| zq5gVZy9o^jL0bXfl^@YEEUD=N|8=2=r^-5qtoY?dFRiqCW=0JsOgf%m=G%`j7eJm znk?uSWGjmMc`HM`ZasX0&^9}*wf%WvMBM9%UhYzXt25*22YPBfrFO-8POAG6rnRWUzYAzq~ z-}4K!u)ZlkfaK<4_MJC+tttWQ>X;@CCh<-_o^=h7J1(Rkca=!v_rxRQER&2lCGw9< z+}w>0M%JS7+(`mCUnkuBR&)PZLbi;$qS(*( zaT#K9W3BZKVdC0%m2pnC$1r1P;L>(--ej&qy`{lm50a+4x-U&WxrS_aY z>zbMXvE1&_N&~^hn`kb@aCukRqU{i)!mNq+*1Hw@$vo4mAV~-=$9aO3r%y7f=c6s+e!L+&fvP4TTh(p% zZcU#ODtVFQ4cFVIeYo@vh*!+asE|iRq>Prtmcq;k4z~8)kU8f30oJ>q2|4m+WVFW) z>?KuJVKHc%DP?~pcp;)Z9rl<%5% zqID%SLBCsMy$vbF(jRB!Qn{z&Stw0N3~hC^B8UkNjtSu8sUN=IZJO!j(t#}v@0*NZ zf~@1+)ikG6`ir8N#F&TGkq;8ZtJk6?dPfQQwGK}~w4Gb!S~eT$o92BrTWgG*A28C9 z8|>ju?M6_|zwl|VdlZ@fxwgkBO4BFUCZ^UEVQIh}#&i_i;u5FAK^MK32HUQdsf_`* z)HpNvHnljfP8X8$EOtKjfj0B>I>$$)tIz@_nz5cX9i-Nr^+WQ*Iel+xI8tm!d)v5D z<0=wp3gr$>;0B_=T;r=QZ>R1s-Gmfi%zqa+1Tkdqu6Wq2x&`W%%zna)ZbCj$D|`$@ ziuw^cE9xNQOt&ig1TY&m1b`E;iEXZK5T9fnp`GL8F0N()bF$~eGd9NetUUUc74q%0 z-e*68EUXJs_Fmp+)h}x_`66f$PbFn*(htIFXS}fsJy<&?xjT~()@DorX3Ag0{||NV z6&2;$bc?D85(EVaib#$U6eLO(Xh32U1qq_WCWGW8N`_W)&Y4DXjw*;G$w9J$WC10r zfN-ky8|VKo_TJ;1i*v@_>tc=NQlxp`=c$@CYu2pXs3JOTU0pA`PX{QMhzcLP&v>iQ zKQHKoSiIFhfd15AViRA=E%x~lzvHOo7)HC%zLcv{-)B0ca3ebPb}2X8rh9yylCDt7Z_B2XfeveR54GA{W75nDl`RO~%$0qNvkupc z=?4Gxp24EW+R|yXB`ucckW3;p4V?&04(fqq-cGqE_HI!VcQ`a$1O)|+K-Li#?rKF; zU@3+Lv0~p_ZmA9B-VlJm?@p;gkH28QP$x1q@Y2{G~R92-(aS#r8QC4B2OlZZfl4lb(IQ_cKr$x&Ak2M?hUKUg#{Y}ohR)r zHf7_g6WK&y`h+3M!wfGO`~J>bVXfxPU`CPu)O%Bp%mH!ix9@Z>R95m0Y)%zMwHC74Set!p5J@VkbP&}EKNZ0MJ7oyNV0 z!@N82TwF|8EQywnU0p(NRSAYhsG*5El1a)hKoA_eU9}vudCT^@X#;#E9;#gXwLSGAX_iJ} zO%4r)o94R3Q8BQQXMIBopypQy5ZYFJyn>)(mQMa?VvG*-%8^Vv3})AmG5L> zR2q7)wXjX~)RInG<@@azSu|Oc;4@!2SLKB1ET5ilV4kh3tHVL~)~(75~pXo3w&Q4^jcG7pM)HHcwu& zl^&Xytt#`bOqkD>3n%mW1C&uR*Vf1dDP-k98n9jczRWJ2IV+3bDL8d3d)}rHLn1Av zQ%M!(J$&qD-W|=7JWTS2Kpq`*iOx zHIWj5P8Js@p_6!BAfHKAxBFo_;}g;Do~4`|l$4K{pZO>o+0ny&`8*sKut~ODZ@DP7 zsPlF1BJD(KigG4gt~cm;J${Xf!x^vBqtBiD5O%e-iOdgev}t``mQBuBHUJ8-4H?oEG-!55qR!5i z5~)l`7-qgq6!)t2UHmN7BV9I*cet_ZlY>AHFWJRop4B6n286=Re#p}mO&JWW<|qSq z=jv&?4NS1tEUvzeQ^hxVCPc)K8M}E|G!RK{hI3gm7mhfiH)$K`-awEtb7tM@vb7rh zO}+p;^N46mL}RtBFU-p+!DTxkr@s%Ri$i%L_u)L*Nv-hfVf>F>Gk;qip)R{&*~4^L*ICQ zoD>0}yh?b1ga#PF6M-i$!x0z?T^VthBku%0r^$gg@oik?)1wP~EK%>w3oQO~@kYB;8?4x_B?6(r^BKhS;t4i< z*Gu}Ojmg+)1Y=tscM#TL9co8@Ro_O97VF+>ArQLGCgQng$;_M=dN^_b{OpBV>y)yC7KP#6VdS1*Gi%-B zhesE$-j;e}cl}~R1oc{s+fMMfL2c-kXF~07hLwocPuh)d57M%>k~ru@R>$s3Y7IC~ zb^~G2WrdwJG1Shi)PZ_9noalKxwDjdPOz7KVAeW5ji+7p*K0H(RmMeSzg(PiOMG?W zRHrMSiP%u&0(B(3U{LVWDdVlFbhOBUzg}JRR3r>G^`bcqLIA;6cd{t)2|HATl-(K- zyTlw*8PlG?IaIqkb7P?Y=7#DM#cPSD(l=i^5D?z@0*ldEPhFfNEW!+M8*!#2>S8t; zUe1FPB#wM62b`=%bJ6YREn2h6(zPaH?mr%hFKvAP#L=e_?P}S!yI0PXv2@(X_;bUxP$6yec$T0bG;1AbL}hCn1!A& zYz)agMrs}zqhI4Odj{)2&?#W4KFcHG5r4~=M`#8G}rga?83DNy*d?=dA7bW{5uj=k~*S{sKou3%`Jx}}FOgEwA{?;CDJ3f&@Sv5ve zmxXaai~2vMiv=HsKrQ+510r!XIzqC~9d;OZMf?37XF0EPM+V%SX)afm-leK%7PFqrH2}4TB5VNWPI0<#k?eAA#J^Eby-n>IUbLc*seIJgTQ7iVK#;L>a11Fu z;2}QhKRnaG)>|U;i9;J9jBdG-Pbv_WY=P9qzB#|&==VmpN!vCNz5N(+4+-vCm2x-} zvd)itxphDL&2HeFObzu)k1FU`PuHE@iMqZ-wl#*QV70DPVyCJP?m#X_30+1)~Ldk);zB-2AI3j%Q3k~k5Fv=u#~albd5E6 z)DZl=R6bc5o6_|AGjn%mzoOopZ4w$vU5}b5*QUBnpq5JU=yTXA)8!svAz5SZtK2p~=yH>&V4LsGKagy%u|TNcj3YyyQ?pbEbFeJAGZ z0rbH?KS>^%?=+?m7qvQ0nwUD?b09kE9me{#uivs4l5_fnpeuz?%B?!rE8gwWcu_BJ z^(>(e=xiKE-G*B}V0k2Xc~L=^g$6I7_vT;<7}5FCJ1~Ds_@-p<#)C4oIN1)R2K)6H ziDk-A7m>{fy3hq?SK5ZI@JruKQ_>!ZY;jUA8BuMm{ahQ7w-5;Z@WBCZN7Km(JiuJ% zfws@~Z5VQ@H0LODSkeZPO;>kic*1BCIAU7~*~bFr*`H~yRA_QeEHz#q<`@Zdy=;i7 z+P`l%U69T+;3uWHlk(h%{5P6f?uq~X2B-GzF<`!$K9}WWS(cHy!a3>rDJ>lm2T99&i=^dn@y|X1uZFWXCz$H&oEz*5 z^BS>1j^^FKWT>VJBMl9?<+x@uq#}k6P_yKI(Y`QbrXf(T8%!nKZ6eYL1b>F8Tj>~D z+6UGT7<4#cV4x7mC+2_%?EKZe<_6wKFmuq8msVidPuPI$N<+a`gvpRi(}#}6#_5Y6 zViP$RU11#J|pV+7F_sgoq}@;$ZIF#b$D_fK+=m{(wJv06Q<^6Q8Q)RJ?sFxs4f+bJ~5}n*~_2>vI{D z=0ol~*w(E5%bE|_+mMXlO|Zws4l^k*=|_tzhUG`5q`~sfpsvaE+@f2e9B59F>K|xo zDaXj8w?Mqox@S-JbH$3otjaA8jtWUOi&gs$YK zonrb$Vz8=`srt=orC)icLF8=MrB76Rj5FO~#Vm3k*P>{{@*gc_S~{u!reqm_!*QU& zZ`Gwz6_b57vKEdn!e|t%q-G+n6AUOvr&wyw|JWEaYJAGEz;GK+Li>Q5BD5OLI7^D9 z+;Q=DllCBi6np5@*>?9YE}v(YFfi`IA5hg%3QHVe5+_%A*CRc&n7PA!KV5DldLz$r zI5NeYO%8|N*1r%51Asu6MyIGu7e-YRF88OUq-;`>3>a}c4ZJx-yjwWDhj4eTjP!!P zCEJpaQcg3`()Ap>1J-8}N=|^6KQ|_0zBWj}f{1d7d~LCnbYiD3*6ChWcd~Aad;d}o zXGLGbN8;DFMv?*!cCv^%j{5HNj)*<^x!e#rS6Ke-p^fwZJ4rMCzxynGp3sw@S%PY# zVbUMSG4tC=SAJ%a-LTS$Is5m!lDC2ipykFL@Wh0Midr&%5lBO#6c&%Zzi}g2UtdSO zqBYde0L4OC*N$r1U0`TZ#XK}Vl|##~E~EJM>(M1}aT{NP`7RRs3P_VseO8HLCk5er zv>dJ%S29c*SXr$>C_g9KY%xGP=?|5*{A1=xINcH^Z2@qgtdik(8(n(n;Qbzdd2tDA z{GvDm^U5$y3gA#`7>4cdkDuO;cx?jZEOcN9Y?Mee4+?;0+nEKpd+_a({d`-X|KK2? z)upD{Mi=XmeDpL+_gk=M+nBB^lf%XN`?E&s^2jm)f7tYNjm*OijI4Loz^B)soZSY7 z2bzr%$`*&^LvP$*>!>3bZ4u-zOWyhEsH)wo0TY=Zp@EgBV*`{in$x0iF z>wiCyRD1{VsO)1T({&Q3bELUoo5D-&Wm5tVH~B4kq5;O_R75NX>FXL`E@xVWdGahc z^e?x91p!Y}GYs-WLFT}elL`)q@AF_z9>c#?4f2mBF^4bM26s0!XP%mXo0&YCn#IdZ za}LZ;E#&@f&WV)v&qN=)ftea0doeIB_TuYJf-iywDoj8fj;KklwF%lz&9wSF)Zv3t z#jxIaMO6>$uhBFGkG!!D4#MiapA*Tm{*V|z>{D7=Y6nIHuAEy;d->g*8~_(KQ#OZQQd`v@pl-j*JjP9 znS0j-oaS#h{yB6pEPRsv9$LyzVg7Q&EEFBlK>xt~Ata}G7O1dBS)jwM|Hjt`(%|dg zZ=E9q&i#FrC9%X)sltx;5~eN6U`dbJ8>huC(m$4v+lD401`jVLT>p`y$-MR~4=UD) z!f@5_Tv2-K@`n{TUUqZMMZHV*lS02eL8g%w!hsy^>US*pM{t6nL}u@s;~gbE?7kku zVYn8bhz;k!A4IVM5~xCmw;3cn!I^*0WpJIDaLW5=vyK|CsI;_}ZcKpa)(iN2lZqPHdZn?(uA_; zXk~{Ih`9yV;w;;K0J+mEQCA)C_h&w{!+;z#?+Bxy{sWqyO1d<0FCEEbVaM!;mYu9? z7w-X&1M|{Oevn{m!Q{D_d-m+_b~_dtfl4JKkEJ+BVK5us08OV1&t9$3)fbl}23eqE zAoCT=^_9-U%ai=GH&SlW-gd{UX=VT4_ta05mA-y-bt;(7*HUtLUWRn{#}xQ^GBHGJ zNTA>zKKc#AzbUi+Qlo_x70BSdF2c<_){SDC$ei!3N2&>{)e5Sh{aQ+dIkR3rA={~H z21Kwbb|A8!*hoVo`W`rFV*eqJkd;n>`;OvAoPbqe;zIzR7CBOOFRj^*AAN$hubIb} zC9}uy4g0pF=uvwRFu(a-xOg?Q+jVQEsP_(qK=g|-77$)RWOd}gl5!q=P&4UeR|$60 z!7rV=AtI2u$^83nB?{S@DtjHga$BM0z>plFs@`7B1rq1{7wJ0GCfM8YnQfoSg5gDLA!!D`cPvV;vd7&oB5AFC_@cn)zl@84yJw5PrfoMWnh^*BI= zemofnu-FuXRbpL%*;I=-hh?RegSzG`m6+G-#aJ=%rJp@1BMjPNSITa|N z#!59Wu*Sv5ueX8FA~**zH1Wb5AT~iWT?u3W|Au$q7cK}N^@sInPjBzH_4VX#pT7_F znNDd|mI(x3z^YIW^?px>iQOmg=t12j1{y4I|8pwuzz+Xbe4nc66_2C*^nWAJ76A9~ zx8ovA{-w!(Z|VQne_OUN{`-FHSAV~x5a@PO{rAgE#nvZsDqH_PSLUNdQJqod&m#YR z`Hb~{@JDyjuKfE-%joY9kTKpX|G_@V|EGRwlr{7)-=t1}b%H@9ST- zSmj;cV!a@E^l3n`%dhzm>)Z9(0ZN-BeG?LZJe814Yikdn$*36J{Tl|@?YgVM(STWz zb!8V~vS}dLQYoaL!T~=S@H^QBt?NMgB7O{)3)?z49$(3ugx)sugGy6H45x7oDz51P zS=@A!s|A)5#Gcxd#5F#_TIU6yPlr031aei?Ij zZoNw&e6oxyEJq_5C**E)u-RyZ3>M6>ddc5Ri;_H^zvSq)0qO`P+Phu#0Lj+JVWOIh zB}QrOmf!DiCDv;xMJ1=3_I@!GB-aJGG&w(}V?S>aAB(yJBn}dJdhD_kuuq#bjedfy zg_)s4Hw6MZ8$P`T^58v`EnoL?sL zf95&&uf%oBp;y>GsHlUN0U3>`E7w?@%%9`k0iNqi9}_6=&G46U;a$8MIhG>8` zwx#y2V1Gy_IwH2nltd-^y83f^cbr(gerl+`qWo7vlvnEV-+EY8<&w6Dy(5YooMCTI z|9n1`BO56kDn#Z)GmjKP>1h~kdO9$dbgH9Wa_V<_md^<@_ zhkZ;yKDz-$;4_ZgXZSZ6bDr^W0F&yTg|9D7PRdi=rA}ClyKzQCpYVp|n$*L)G*YE4 zeIU>)w+w7;ZAr{pxWDnW^c*+x(jTDy>{Vi+M{+LDqI_)#=3{EE^#uy!+<&2j;=DOr=S&xfO-WH|S7Q>6Q!rNIteS zDfPH=XD?u;|Q6_1Ia zwc;Fq0e%ya-4F!?xW5Nj$C_dYywcWIpy4&DtW@Ak*ejI?t{E+;-tp*|m`NHgld}{m zl=M)>uyO_|7w3Qe^lE1ACbFlolVgk82QnsL0ltLu@{kkkaLzKcsu;t@!W1$hfpQa%hp znP_`OWjWGPRzU#J1dZ`&jG6>59qjVC0pwBpCCO$mIU%sIw$6DE*p9hO)f1fEVSP)p zX?HX%GzyiuC2IchD)o_i^5Cgh+FB@Ey8HK*pPmNqnK4K(TFt_zzqz1<+F9%lQWVG@ znxQiG266o5bfk=$@ZqxWu%b_{_e0+z$mnwL{WDyChVE zeUbyIA~_w4p{B4*#Xpm+&LNJWpgi_m>#bS2aPTGT(9L{TbD@mNIE0Jdx3Eyw(rBN{ z%pX(;05*=w{Qhue$jNhjwJM!z5P@lgROO2!$tC}8U=C;ve@Fr_Ev4+#5a{Xe&%cZ@ zI=O}aCnh=hrlvNIPZw=wox>$`bkvln>MkTa3@MkFrE0R6n=T$Qu&I%JGKbE=f||`x zIx+v%TYjX{qH>JoZ2ts``glC--X25ulS>s}?hJ^@Fl~A4E~CM=0Q9G@J7k^BJgG_= zwn%Y3tc}3KhsJ}ll9Fa8?s*~-gn9PHKmyjJC;PL4^nyEm`#AF{sb%$nv@-eM>nu z;=>;d($;qKikg_o?|}72Zr|HC*B(=~hAe*y!3)}p30gO2(|sBUghCH)_hB*(H-Xoe zxBj$OYIW7q+Np$$JzyVR5MN{Ld;S8E>8QEzlY#E;dCO%nEU7L5wyB>62j89oGB66) zF);WTT&~a;(REI1Gn}g#HVp~9)T8X`>my#tIf1)FrV>kdlhs>m7ei&yS7#i8lFduc z(^>$*5sIb?#jL3;&^1`O@yYPu3{NDjzLFA=(3NC+XXi_OCNV1uJ@iu!$OJ~Oy-PgG zU&}f1NA^hn+ig*K@mU{<|0-Hi&>h(ENsVRy>6}**$q5OaLlD!M=9d#e(~34wf0>+v zrV-KLQv^kKjh$BTK-8`^GZXz|0NoHGKX!K$)U{+@M8SoI*ob`aK;aTcdfI!X#Pw7U zsJNcKi-?E-g2W-@&&d$u)4@|X@VAwVS74#6@HyhikC>=tlDrA1unHrY*PL{ZBtjT^$R7xq$AAjCGM_##%Tbula$Ef!G320|k~jPIgvSMMNVLQnwz@ zO_#Q|rhigu-5XY-;R8D&rjLZJ&`+U$M|kt{j1J$7Gp(3=6OA z8YrjwOsoE4fw7SLS2FI+!xkV9>3Rj~9$9I(Nt}8qPfPzVFY8kKM{8p6muZvRSqD1e zq^sw%dE^dO=?oG-nCM>4Ut_whGD;>g!mM9+r#2byO-=UYbY|bznRX;*L1CAOY0mvT zGOb;NDv`Y8_3Muk)JrV8cVIcNBBQLT0Ls=j4b=ThOeIDwjrsWq^v9EUz$)2zVY{hN z#X5!*B90FuHW(9f{!i2uTU`bW{Yz@@fLs_kP6y3a8R zhtN4K1Be^pYo1CS8k>-$Fg%4J4H}02WcxSj+DwOvh8)g)uZs{G+?KSF4@~lFU-&h4 z(Z0Qbx`h6++^+7OlHz4ak|IW>i#HS$j*TyV4kpyW|C9K_J@$lPNGK7w<8)!i=dWMe zp+0nk-MJ)#)A;%|SC7~_$#Sa2=Ztb{BN&mykb-rPY~7;^vNyGO zMg`=-5*g5rwz+w}=N6RKH3of{A-Ib*O%b%>Q}urN0oSwzZh~L!sT>}d-F-pXV)?!; zM%EXWcN;-|<$2E*nPPL9)w)Mk08?73^F$wmAcs9EdT4}Rn|kw~<3Hd1RyuDF43VwP z`5GG0ad2~+i3ejF`vJSp1(0=Gqfbx3c=wmz_&sgYZR$TVl5dW-L{Ah&GFI-XpTmrd zjW*#RVsOt%`{~hCf{=`4$kZS3hPL!5#UPl?L7^zHrF)4#@19s(sBX*O$gYXTuMNx+ zE*rOr0tv;KLE& z?}TmqKIi`%r$e4?Uqq_}GFl%iA8DRRLUIs2JzjBe-DbFibvT?sBP<9 zLvL6*5)_x!N5t44|itpA2Vm~ebVj*?3S_cxJv%n&$nGpCuAM&)ObRw_rY zP~*m0$pux;MBBY9-F?u9bJJY!nGLhieqrK;w%&7EwBXiHh4NulO=XuGMhGy17x2Ik z)DaXRO#oj$Vn`_{9gX^u9qPqLK@^-C6;%Q5q0qIsA60=wr&?SZHM(bgk-6BGefhxp1@YGnKQL&rBGO7h=f(G6XUxI|>Xn29SF z6W4=ssqAfLVkOXKvkbAzTgm$%(OO{fZ5GjP%>qzjb&UU$@{Xn^TIcnHEW=2uz5V+F zWIw;WZrXX=2!iSOSIOErK;oodvkc9rw&JnCG0|eG!U{9YpB5wd-+v7sDI7e$3+K~Y z>mh29KucONC>Pb~P2`&WSY%?c=l-s>>D*OSyxs+~z{)>h*Y<#EK~~}ZeN18Dmn8Sm zLHCp73P@)3?3_+tpuA!yN;2~YE~E03+nobU)VlU7xknP55^&vb7bDKf*)3Jt*Wzkt zZKU=^pi$%wk>byYK8jaAV7DAsH!2M2 zyXT>KOqScM+_a-D_hz41Z_PAl)g^vakl?2?^ZUL5mS$8#gAc-4Pv-h~UV&ETu$7bK-Z+1M)AQRZSU?@$mBc#Km{u{y|Eq)|aMii3^CB=@0*!x7)Kd|*e5%+< z!(Z;a%3B7biswKswZ39L>5wGsv=|bQ;*#a7jy8=?TdtG899)WZ{!aaP3XDc!Z>H=~ zSO7|PaC3D9ss!k)^#se}3~4brPSpZszn=`d`G#+bmn;%)X)zsen2!GmfoVjmfenHM zzJxi$7)EVV9|Kp{T56uHtcgx77Z(9}O`iw6Vhu`jd+_(gvQ!gy;`HPap&pC5xBOyE z<&xsY7ed4~H_I1P-`LonS~bdK{&7GojzPd8CBg7la7o)BxsVmvzqKpvpgfMzCoI|6 zm0hCMW=h#OJ7Y2_L&Q!TOio!FxXW5r2Ow6#{+ovBE8m>De8;)};nfW2U3@8Rif?oN zM(q!-sGuOc^z?TCVPw1o?m)-N-qtpchLQG3#8v|hrs)erf=Y*{(99ik8w9GlrgQbe zn8M7{aMf%ET4P`uS$OQ;3kfjYv<}c>N+M|2^qlipxgnBUgoxfr)!%Kb#KOtRb_Iv0}sh6zRrTdcw z!eyWt!a7vQx)|sb|M2W{he|0a$CsT7)4WimFcrpPqQC;z9o=wcOrd$5V0*~>NKSYx z1iMB(x!;CpjTRb4YG?x_GD}3;IZFJQXxskaxmf|s+ggXY#r=aGdcrkZ?76c4Uz{tK zd!1asj_KAZ-Fe;^a2TV@hu3()4OL$o5yhwWFBi!V}%V3N#QR@ zXKtk9aX77ltU|22b2U9mLqnrY64nt74iA&zlRN?9mZPj0%seGNJsb;BXR|K4V#q(X z3I)`%aOGYE;XVi^mJE{Ozm}kwV+L1&QS+LNg^SD8aWx;4^J?&I%q=AjgC~KF6x5S1 znKZ-IwYBB?&WbZw*n8^ttkbBtDqaPOr|I@x(3?W7((b>&tN5WGIHlzo4cMWg+8?^N z_wSTybzA3cHzXWw{=bO8~ZN{|(PIaCV-SY^QaVMn7>VK9d z=D~LX(bjE5GdSJIuTv>c^FPnXZDvlLtbA`eE>0q4&roMsAHM2=n7H&DhEnC~Eib{y zGqmmc1_mYP%GbshCKEra9<)CWx_FIoSIx9bW=OU>>y!n%)(MAH9sOSNQeNE6GAj%c zrp#mcJeh|M-y@#xfe?zoy@Z++s6U+%b?qA#9}`V>Tfs>6@%)!-cCe$NL4UXK6gxqg z-7QAxT#a2`*3xwIS#epBO2_%Fz2 z_wqn~2x5>@jz%R@&k0-4@6;RJS%CTor?m2dL$JyvbY{Nv21~8O#9~8zWpGz}m%c)G zUEZwl4$bLE1g3s^7+cu2U zED>mZYbsa+8ryxn4VeGMqs$LbD2!P~c@BKJhk=bOT3)zJg&(+#Tbr}8q#wt}$5)mz zUZj&q4eJKC*k3Df4poQT6S0%;n+R2{9C+xvd81N#7YjE%&F5q`A&gDs%YAR&C24v7 zG*M4(B>}p|DXwn5qK#aqse-o2^U4B@z~EFjSnM%J{UA~Kz-NQh&XM}jva^34!{>V zpyv|^zK2MK+z#SO4zol^YJpd9{yhIsj@?TMYTeCUw!Eta=`F_A{XfV{FqociY`CX% ze0nA(^U!dFYLGcH?CQ0sp3GO5@KR;O!@$UwFKL}O;$)z|UkBIYa-Xb6%!OmzNv6Bo zb)5J%&#>Io2N`dxzYK@$D(-(ZXr2*aNsnJ?WdGHtp%1_o<8L(owWa?4|9~IBU(UPT z|F1vv>@xOo9jpFpjsN}sm)igo27KoDufP1vJ#60oA-KefY^JI#HUKnIhc3z=FMiGsnuN2 zp8_`kom*%fR)x9(0oK;m277G4D>cP377gp@R-eNzf>;9E$1pnsh3^7H{q1CtKOI>u zVvJ=jl>l44DAYOH3t zUBn)hRm2XHZnLct{9l`SaED&(HV;woJ1Qy?)Vvrae26GNJDF1_T&F~({FQU`MjxzA z{_d+jrI8AroCoVYx6z`7qS7T-U5MIU*gUnr>qQICs!}HnTf+vE>5Is<%W|2%3b1n# zX0IoUzcIyhiUYF_yS6;O_+Pjf2-X?Zb#=j_fgh&Gc4yr_kG-_}+-le~Wqh)eu(!7- z+$*WYfAJwZDXdDhpwe9)0lme_?>q9Bv`Bqmd8)od60}sozP37X)Y@~qgKEt3mDo-f zkQ~*PTD^Vg;t!Qhp%WaLG-^2-qOOyBvFHPAU2x>yK1&>YuybtiC17J?L)XYdj@xZ- zgiHN&yORzA=)144BunG-xgXXFH*|p1X6#BRXo`mL+0WTu$pFRA| z6If$Yn>GFDhsydn_Gi z%mz5>c;2E%q zOjgS@7zCU>iKC4>0z;z+kegeR^_jF-C@wq|En2Jd?h~4GmswE%`6B31bQj7H7-v&I zAJZM#XRnVJW7NXTpy{6;9i1Id->Vh_MXZie9)=oNYGv`tA(SgTqpd3f)YPxoM{v$qjQkaVMwqvYJBc|6H74o7weR)Lw87$W~z7BS^5=N z6gdVS?~SOfEG@aXy27}mGfb>3e>?>*d}n%>JM1JbxnpZGf=Xjheli^ZZZ*|ar#pe) z{rw)!=zgcy2UdRl+?iHb%WD>B9CR!953T7q(MA-T4>*}E%}fhI96&DNR7^pe|;$jv}1BTL>a z-_qw+$7bNKju1*lJ%vyOo+41SR7A}`5O{87ppHboTf1X9m6Z{~iL^ln?Z*xQdKiW@)h;)!5(H>peYM6E^o5uTM>PCuYHM}UW}}jmr|j*itZcNHg4o10 z`bMVnJiI4`bgiw@opF9{ttsR8 zYyJYsKyNRR8`1A`N1#|~ z+_NIFkRCVzM;&98WcV@|fME+Gnt}^H)yC@6uAXrD*}zEIDbwZ@|1aOp%W%+%1Nc zKtZY6dU_o5FYt)hGjzXQ@YF)*tEQnI^hGuU@dZ98>>Q9_^o&4mR|_ut#TW$i+<-mF zWE`LtHr$1?G6C+;o|I!=5EdYmjsAQ9Ye|T4ijFmY!3X9zh9=|G6Ll4(`E?o`&)b!( zuNc=TwFq86sCZsF{w;TnpcDZ*z}&#zYPu7S9d~JIf65rD8kjqLd18-3Em$shP#tS4 zd@%Mlb{;?nA-!>_dI|i$3>u|p5T(9d(ogH^R9~tBT`1h$I6sZ0GMDZ|Sk)BM*hgLk zeZLuQm>lcqP|-A7BX3;>%q#Ah;{M`L>qX-{Z@A1@$ir*v%iR&Um=7W~Vl}ZixPc5y>~JtjH%0h1`jvW0N4wFw z?(XG>nrK*qB(C7EIUR~RKT`h$IE0|F$HYkwIep}?FN$Dz^L0td(kFhu+dX}Kd8&pc zCJd*!j(H}@JdBvAkKDX3;6;Jy_|;kUtR|OlI_BofP%wkA$ZPrIwOzgdNP!OR7Ux~a z^r$#6r2ELF=gCJzdYE`&4C##}inGbZGA?+prPgF_;DxsPXH(ZyR~HfyXpi#Jv+-SX zgr<*o?2UJhn?J#q2Bp?TTUcnmobfb!iFVan&|%>v5&#^Es1w5ULLtATm>PUmGC#S?v?Mb zX_=tebAKH}uaCU1rnb@r;9;I;wVY>jiOApgxqQ>;QKQ5BxutB7O(Co1U?PdHhI^U##Ob-E(ynP>ln4$Hq+KaR#n7QX z7&6UnY~g$UnMYtHuQCz4w>kFPM+_2t;ZkP1CIVoOO-wI}?7lLSxIb{<7s%OfR901) z(NgW7UnF0n7<>!PCgB+2o9e02TB@)nOoY0VbWB0x1dvF+$vO1C>BF;kl_)(bQ14ra z4q*>-66zUGCx%o$r}qSs1^*U1J3DCX@IJdi18t7=hIo}n{e31)Rl?tyA5OHngrs4) zwEvL!D{Cm7k5iiu^p;?!-I7ddl1M1~wHnLE2|yVP#!x9M|0fO6NctL3+hH=aUpen- zrm1!HroprrqT{~A6^D*{3niRGEv_5x$5Cp?5opFMCgA#C$gsd`qTytID zvF7hKlFKrn=%nPP&lcPXapn0wV=-~41OYAB=I-n9!kI!CEz-rJpnFgS>Nao*xEE8u zSMn@z7%ypoXPt*a%_!@U4w|c|uuy%!khb#%Z$KepKC?PH)Q={E zDpWnMU_2l;-C(Ud8!2I^#Y7oW-R-{+bH6#ZO98y(kRVbd8wo|pwi8O|ev2 zChCaab7^wV%OT~tP-&1~Qemc3X4Dt8=I2;v?dt6Y-6VZ_*$sxapSb8`Xcdss9Fp8=I}R6_l#TRo5K^E;l1|FX54zDv|$Q zLtdAf+%l)MRCUu!y|-Ew`KMs_gp3fbbwV=XwX$ z=R0dh$D&wN-@~>tOJ^SCD^^p}(+#h{kLt`)sYsu}x9+B?m~plk(cdAzJmAiW!FF6{F-j-81H?g@^@HCr~H|4w;%|-v)eg zeZC7D?1_JqD9jRE!&SGU@Mlb=^SU`ZoR)L((LY4gjC;@J7OX@^^0dYNnjg1&%m3%h z_qpQ!iM_win&C1&cAW0+j|I0OmzGa)w`WxkE_ZMlH7DL6fr-*`Dki4Y-tZ?nIyyZM zlwTZ%3AT~)c`#;f;?ryDKz*iNv;q~R#v%K3*V+NZbt|(v33H%?lfA|s$ZO>Qpmhoa z=mmSL*VrzD&ekyO>Jd02qTkRdn(*`=zo`wLg76G8162?kVe5I(owNL7T^mJn^Mo~U zI3AQLGRdM8VOi1GW<29r?HwrR;*UXyD5kwtCwX(rw{GByHU|B`akL+FAxRexhXPs{ozYmKxVI?W|=aRx(S$FlHBEJ*Bfd=?; z#N`XC*7`qG{z+X`07VIm2;{duhUN~)Z7xi`?vP?tJ8xQ2ZIX-|3u2dGXy@4oOQn5H zNJ%O7P|UW&c(|Zmk9?&?W&1mypZh&U8~^N=9}-nwg6*~sOxva%JbPtEl&jOPF17EjsZYst>_!uyXcp3VqWDcc^XT2;Ne+BDLF1l25XVib9+EV8wk2p+OU@M|^&A>1V}spfOY82V7v))}K8E!M1s)@qGE~ zpIT(O(;Q#rcPpd7aCDb}`b=$2&Gu=spYGlFw0JfeH~`KgecXv-0=inOuKs>+bIE>Z z&Mdi2c2=tjpN4L)klMwCQ{*_%u$9E`Mi9ssw$rI;(9pcSV}=7uw7hIV702IGTv9?| zv7C&O{WO%$kcxVr!V-#lul`3Jmivt98izL9oG+lYO7YoCgPwEJSUJ=Oz2AC!9`7P4 z2lR?#&8oCSt%gj)0zE2hL2L)+SpDGwtA{k)>Bn~ak|di;zZ){;O@n2fuSF4`7ul^U zr~jO;RsW%!_q-c7*T7Pn-P#VmC4AD*ZcBqF5{)n-gh2vx_;8oOG4TCv&&T>=CF$69 z7TvL{W-{VE=AbEc`h~nS+3x(yIj#{ymA@u5s2Aqw>M_02HwK3Dzi zZr0-baX%gL{HdrJL#T%{g4$(=;XW$eO+K-6V?q8WpvL$*IE9yGU%JDxGwnY*=0(@u zQJ}=fi#2ZV?(UAg#hNV6{WMqpY9IhAQ-cIPwKBl>;RxLLsaty1Z-*WTL=WG8a(18G z>N_aw8fm6FCXsO-Y96I%J%L7;q6E2Xbq5JFI2W>}#7GNoh2Z>3AAW#l7jg5*TpTm$}4LA*O5{uClY@=i$5A3FFN8IHlc++uVJPW$SId*VNr-us*Tt98mUt{Q)gSSG)Yp7l@!QBMpc+ zk$~hxKPb~_Ic=$au$@7{H&DoNJaT^u{$W^8qBgbap8G zR;%S3?i!XZTAnYmBL_FvH9Wr@vk>L4`JGtfy5Sd5Xu)v!cg*jzkpYJ ze}BIq&7kouDo4<|E~r11go!Z<`-#}Lojyxg=R;Eu103mOlQT11#dxN=)+gN<(pU5s z&DO4^DU4<27JM8dD4_06)|n#>y|=ToV>%{QjHt}q2M;4E7O*lFU3fKQ?z}R0ujt*U zTprCT3d|MXqz&27k%`>(-vDJR_4$U`+ID230xCX7K{zmV0<}L9?qsS z6t0Q4EM*^8@&0{QODi-BE<9J4UfpbX3;fT5(x*SR!%ss3A#q+ zPCW;_Kx{^_<B~1j1x4-Y!rUE-0^k zIDr&4+dH(gyURUo>{5Z?H+?1iOsJa$YVaNxdkc$#i(xD=qC#l1v;J1i*|+A(O{mMh zXp`~ZtKcF!@1{yK?qz7A978|bk7cQ>D=DWa43rqXaJJd*VPZ{*_JNA7G6G8^!!?%H z?GM+Tr1^;n!q<%uGP@ypCOT+AyBSN58)#pTk`pN{Ca+Pe?$Ooa>5L-kS(wqu-E+h* zMnJEZ3J2+p^fJ9HFYlo=4tHFcbD_&g;6RPDO2~?xVQ6)s(sSs?RB*}i@1BUp*m~e< z`ZCr}`3d7KwcZpF6eDt`G+IQ}oF8j_`V1PM?UnMDQy>KCD53P73u3#}@J@S1}*Bf<7lQL@Y{ZUP= zt9_bJS6@SrMm>z{OS&VUX4vfy(eO(Kq;D$R#3V5fCwckcy=)I^vWJ7i1UL0GTbQ(Q zLAJaoK07M#X7n5;E|iqUkxRe2>*0zP*4EUAWQb;PY;-h)nPs1NoT(E^wR_o>gAi=2ApmmhRvCO$A5mk9f>tkzw+MMv(zjXP zYETdC_K;t@m=U(;MC88qjRvfwdzAvuw@^lPt9<#2sz9`Fn#Wh1IOv*<4H_gBTURkc~wbg~HrCKU6>5 zT*Q+%4CH!s?gvyxbzd} z6~0qt0G;A%68X|b&Xr@noQ*S`A#X=cZM&;Y|BhL5Kmk#50`eacV;BiT&(hc*v5E&) zXNAsv6K*ekU)Awt=Pu-GyK5!+(*^V@Tu;|I?X39;w{Nz1X?c01OYTQbWej;-rDzmwp-WUo*=~xqtbv|Bpk< z4;RK;dRci4gTg{DKAfn`l-Yl0pzj$+GSSz)qmyMU*eF>kxfhSGM-_Vgo(e-lh*QFK zDh3|(Poa9(0vB^%l3)HL_!6BwIlzGpzwzqDzrX8CI*~u2x!3gnRjZ-?j7+w_C6`WQ^uH#oA$O}Q=w$o3 z{%bOudu@|3^sbA-|NM(D{eR)Fa+KpE4qI9>d)tY6J9c*=_ftnr%>`V?>ljBzM?utf z4D^Ia6plu^C!+)T+mV2*R?QgRrv)Vn22(bvVhYSaRxhCaq*?q9m0VsaMCwv4S{2tn zJyFuvSFkP4&7A`kG|3o>)VORv)6!g7IY2o9vI#h+tNw5cZmq2Jw=@%lQJrR%-&RM^ z`vGWMcU!HQioV34WB~+l9(th-r(okzr0aMQiXo?cmAss0b4p50Iwb!tObOjVyW~OI z^+mV%PVYIE^Q@Sc!_}cl3;e3d&ylyF zB2HtC?)FXNOzCW9g$0Y)+2`ovn)j%uX}21{h??$R7${|*><%sb`qjAgogG}l6|L3s z$+JA>(3vNIf$;*m-a1-KJG&ORXnB`W1JHZtX0#oV#DrBOA<#l8FTFUOC*8k5NyePO zi`;u?MCkX=SNVF(_wjG1A08e;Ai&w`lNTzcY@lcvYLvbj`hB~I*%mxXdL$z@H|u6J zss`GDkffIO9&qvL2*2{^UBk?d{q@l(hG#HpTG9mZl-WUS;zOS+@YD=194rf8crJD) zaAQ5Cx6UTF(hwVJ;PweX`O~`ffmlD<&wTHpZ?~H;&>i3F7K>_ETg0TGOl*Mi5~<@# zl>yTpy&lOCZ?OL_#qaIz<_8_}rz5V)|5v;ge61QLGleI3H2}fcdT=5;FHp^e ziM74`GDB@>TfEE(-!NU)YhQJUyP1F$Q7s;d2^yl*-^DG`Im7RURoT+Mf7u*X% zn&{FP8e#D5A^ftS%uiBIE=Kgh~THbBL3yBL1jfOA`cVlTJ=In!8&8ENLgM$OGN z8hWDu6?a^@l_IId{z3(feDVhs7@ofjk@TUbtgr!OmN+t;at-57Eb_}|t!@MiCBGd= zo}BiQDr^4IK8%5M@M33!V3|0L!HD#?;1WdgWUkPrE}$g!#UJn{x5&=XP&hapZ9PxG zRbOp_Sc7zF+-SImy31I`=H6O?MF8%Le3UFMm~!M#AJ2>fg=;hFn~W*GeDU|26hm?g z!2$0IUP84VHd+R9jEU2g#HQ`fzD`xk%Gjy{|Ck6GID z<-hvp%Gp6|S@lmodyl(zB53gb2u2@rw_Huud^iKm?=#qjBO!l5PPWzeOlwBPT?4#o zuiZe(h`ylmX_AB~=du)qM0{>C;Wol^sLK4w2_HZattXk)Q1lF$y2)Iv$MtE z)vPoFO1YXXv{WhC9o1&+h#TL|098D6B80_+&`%|Ag4AQ^RbvR+X-D(tnt@)8Z+VAUb0 z|3zP~WtPEtg`Q(M#XK{|JUf_x-v!0LRmDL@NkjtzS}=sQ@ck1h%C~@YggX9qtDXli zZB{Q}Jsi26Gaj}MJ51anj;vO9Q@2b=Bv<12Rs3PZLXlLd$< zpaXyZD|NJ$@mvpQBNk8=o}I=sQqrqCQnrjq0LcVSy}iCF3YD}`c|*1 z84Ejgg(Y9N_6QTa+?T)57p|vnnzSnc}S7JI?i`2%H{E?(qo@yr4_`VTHVL+); z_)RL?W-U}Tale1@FR$qj6k#)x)4|O#COPiVm4j7rsang47d-qGlUMv7o zU;tvH&YuNI2C=1;abLpOzWSKMEfyQMrhsvaR^VhMZ?3Yk=_hKQrHrZE0*I&L#!PGL zNu0KXxw-kCl*(Hw*1Z#xc$!g1Dpr|3_s4MgV9}ol)6xbzr&bQv4_eUWTtM~nWvuti z6qzz=Yk#jbz2HV!-zYn-2HN=kEEHX&68&>a#6r)L*Ap9FQ8|@KTQ!u3VoT)ki*hlU zV#<583cK#X@~~(lO#tM}pF|)K!vcps0n|T0Jh3O)L}d@YFLtP#@@O7}9FvaKG|YsN zCj2PQM>KLE?S?k{+dfLg-};$(#62TDa($ay)^k!x{`K$fsp_q1E&|0Zo!pGmM(V#$ zW-A?SyL4#$4e``outBJC^;iBQ7m;OE89mx*(S5Lk=<&TE)h|K zT~j(p<)d`1=1Yu;>3T|DsX4$bKauCx-x7C;?({oohK+#FwD`^A-Ox#9dx@Cz1) z?KtPAu2coi5ZEZ4o}PlhhYRhJI!**WXTQyKllG_DkSDqk=-f^V(%qmg;{-EPnfUZM ztU?k6bxmbukqkxuyCFQ&yZ)dNK2=VP!(naSkChfb6-LUd;YD?Q;y@Uzeu-sRdViY@ zj0p03KJAMS{QQdfWSYyN4C_ncXU98yKej*>{F|?|w6w+s;MdaxW2$M;^_?FAw6}ec z*Kj#;C>UT)`^oy4U=N1eaZTir-wC2d1^M0M*u7W7gx>n;CpjGXq+O6qnb_9)kUq10 zlR^CX9p0b;ThVX&G;~fbu7R=uYj5z3jQ#q{D;EE?jNoE`NeK(~VjZ7Zb`T_df88>h zYnU3PdZvHt)R>+I>!39DRt3&~?$#g|YGwiU)h9@MYQnJ}>E*<%5(Sf|mAB)qKDmhZ z-#regj`p^2Wbm5K{6t$3H~ z#-R{*UBTWoZ~`XYyfITQoT+KY?Z$6}nh2tm)}(511I#l$Y3`+@nl8;2(r^#m9C;*? zk!nNB{A&I+Rb;AoyUO>+^MHe@bPYer^8Uq#E-c*y_*!~jOVqpP#Eb1>R}T<%!8@w8 z-g%Lqayrw{)R!Haiz{xZp>Vx1R0TsnzAk_+AwBvUE<5yfm7h1g+1k}wMH!kTElB9w zpB#vCBH%8K&J>L^Vt+l-NjUt7H|@kfnIB&}2WcKh_Gqk$J>F^%Lha^l$xJ@iuW}Mr z#54t(gD`a6XXZBBBWC7c&Vj#gnU;qAk(frOk~;@}b7_2HV#!X3^cVgcVc(l1)dF5k z!o=rw<2i6L7ke$|xK5yJS+FF25uY|HJ<;A9%x)2Uxob(ulePCySUsLEwNvEwX-ufn zH}xl&WSzb90(ZMVoclv;)Nl`-3vE(WRqKnmit?xwyTGCF6m9bT=FoYnTOlz4fs8+ z4B?mO2l($Nxlhu~0-rnBM&Ky#%PkTpxPako~$b*^U zkFYM?vy%Kz)&c*itjU#$sjfVvS5Kkod9U1*PqqIg`Yp^)%`)Vt`pTZrjVy>#W)yLi zFxJ^{8|0y2zT6!H>v(chU-<9a67RA8-kYp)T$Jak0iWnw3-BqjGR*VM@90q0hOr_L z3dbRBi%U4A1|>(iAO-4;a?a{cF3{pRgui?{x5PDwbWEl^QP$x%hYuEcIngvGssSrC zs0wv=>o@F!r`6BZ`+1%bHY{|rcigt7iCZA=6DWO67dqT8Ds$)i0Scypw7BQts`gL60Nb`kFu>(}n?P}u#iS5>0#F|{we@#Ru! z_>R^`dH-*7I1hZdeBnO)MWD7Vj{iK^1E8`PD6OTXL&z?I$2!;4F3XMxqe57=>2tJL z9hlvV0x5%5psA+{dP}gX(@9h{)ZrwJ`%iOtIxgqv%JlcO9cMu+It9ayBcVUag(P~D22L% zsp`gR&uP>W7xF#X$GCl&IGRBFa&Zcu9&V}%kyv+Xrp3s}$Yd3$n6qIhlE5t%v<{@1 zn%hmQKLm)#pYNRtF_*`b@#9%+{H&-Zt{G0|n{o_FtNihV^nnluql@1{S;xL)x!%<-DIbnnX~gJ%R=VRZTQbCTZN)@1kelbN z*1B`kjkNthnuamG*&Hg2@@%LMY90+a1|Eh74VP*6y*dE`Q@0N29L4{3j(1-WyWgZz z^Y=usi|MORZT4XNs1`sjil^-tV{pls>v%;>;;9w-M@HU>)W=oH72}2HBqmRaf|WIj zW3NGb%urIotT$O?XcKCjy1F{+;LUNvXqbentSqsGF+DQi?(mlYX z(C{0c-sm`jIsa?kF9518Kj4v>j9sd0Du_Iy?5WkRT1ENDwhnSn$f~{I(X=v~m_13p9O`I<7~Hoi|YRD*B2_^n<_15~6q; zk@If@s6{c92*h-cWs}n6w{~z}P?&#y!c8>Eo0qqAS|a*X7cd7#YhPCSsmrS=f*O=N{|Af0XnuO>G8 z5qbUr=ZLu#c_0eKhP~U641e&5MGoMW(w^t{;qDRLgFxueW+=Y3QC z?8;>l=+U&VVyZN`&-fg9Z#A3ywzr_M`+nNl$I)ghZ#IpVv9Pl%pZNTne&UQQCqPf5 zwQ5Gl#W{C&)=qsCaR#m`CQs8Y>zHO2K4UEZlS-8>Ct{=(+GTKN_1_mZ60V*`%1+C6 zf0rVt-w=hr-Y=7M*MdCSBMiVdl+w}67#T%a}#MO@pFmG=uvQoQWe@4Wyj~l zpG`u>EG_@D{O!Abjks0<$IzXn5m4R5>2U$22K5b?{v)yZ@9~wcLypYU;o$2cmWK1KEi zM3muKkI0Wn5)+x^HS+kYOPqB%ZEU*loeJEqcU*6MTu561XlAD*bLduipj~tjb0llz zncNVItN9{yhJ0xR!J$4HW?n(_ygt!Z;OGH!M2hKt1~S#-Mu}TWre3|n$Cm80(U2o+3s=HO zBGw+a7O4lJ{}e9{UjG*L>ve=|zNf$Y720yhm6kEJfi|M1umASObk0SMacogWQDug@ ze`t^ol#QNCpq?XfScaElHr_L0g#a|y-|VL$>Wj+v-nTn#eZ_0 z8Yunbp$so8Q6J5;bX0u-+LIRg2p=M3Szey;#rav;O|`dkSzuJ?djpa5K>q=iD~1Ts-|Nn`m%aeTh-~) z6zrC<`rJdZoxK8PlmLOhv7SeUV_V1226jFt@9znevQXv-0wk&!VjUG&DKGtwr|^aQL_+zskOAWfe&>A`cCUl1rkwzDMA} z#*ib4!8W0r)S)7OxTZ--Z;{=>jC`Dv5{Hnml~c|Sy)v)=HyWt zN%#KfRmQE>e6P&}2J!hmkR1Nj92y=RICl@%z;Qc5bg?0Ur;<=$+TPyo6kbN8yh)cT z{}5H4ItXBLxr&LQ1~4+Xk4Hrs#5(DB2?+|wF+3JC8wmQ^9OdY7<42__8omVZxaW6T zQx!eBJTiATBit*i?Nsy3scClj-2b+WLW}z7N;jto96=o%KE4>z#|O9_lb1;F=Z@UO zreyUrH48nN7GE4txg&24GpL|oA#v|ZDu$;CtFnC#lW(xbm8%9rMT5R1OS#4PBRCYM zs2ESg?*!k{?Lk;{TFT~ho(QUQ6k%*ZaU+GLK2IPk&+Ymu+;r@=i2g4*C*{Vg1myxr z&%m!k+<^+A9)g_XJpB?EsE#hQ-!Ep>f9cPk?#Gn1UV06j^vT~GK&5f4AKO>i>}vTB zo*O&IB^$gHqpYP-VSLliLajP!%BmtKrL4_4d$mf((u&*abZs_2vH5=PjwF{R(JXz` zYbj0}?Oq~wd9s7%{5*?)aNG?-tF@pYR2v+tvZs%+Q**Z|S5ku8!IQEO55|{PQf~t( z&Tny;G{}zbA|fDgHmt`@a}zmjK&id``Mw0l91sj^wv?zXY6&oHpIehNGOh!!br(4g zAV%oAe=jIzwVemairz#$VDrZq^yyQfGU^kQP@r3-X=tKy6~lO}sjJIK-bZkvyrc@W z7>juv^}41xPpD4Mbm6@E=j#-#1HG`6|UUluh4&1Ge6|?)P_{K)IJ5y ze~`t*|Jm%mR)lB(Y{TdU)rfd{dg`UAaNw=63ZMU;2YN%FMWU#f*k_cpk`bTTJ+YGT zC7h)$cW(Ust5cPLp=B;>bTCJub8(-HK#uQ0WRC(Q&d-0bEP=c__nu5<=j>W#(7)S8 zZLsz250c4+n=yhuF{hSzOCN9_&Z5sMfttW#j2Zx}hba{1DnP~MC)vzs04NsuM!H!w zu2#7OOnuetBh52!!C;0n@U^Foqu$ZTOO|HSzfbP;6&RO=qQ+%vokcVevXps8IEreP zBO@c+2{3u6jc%9bz)$6A4>tjKqW>O}`32wn-x(@B1z>OS+1CFhofZE(N?S?&-~Z{7 zvj5?I3G@b<|NW!K@u*$yU;f`}TI&BF{8c#ry9EF5{I51C=(@oY3_Q_q-MR(CMB^ox zPIyfyz?6@NV;}+utSOp}PK&o*5Z(!nJN-PE+}+&`&n&BM?FLLI+-Ot0*B zs@^-EpL+UI-5q0YaaC2t9T5Y=Kx5pyC?z^b?cvGc;^FZ&$*a{-RTaaxv9O4~VI!K$ z2OC+cBg>58j<%h}O+B%L@bRz%DuNV375f^;3OrJw-S2syg+c%{a3;Ou60|0HT zyqN?t<)YRa_*5uYy&koI`8C`9H>+GAiOheFQGvq&7~**e^w=uRt1nl%80hGJ-t#tW z7BuODYBO$7pon|ng;gD-;3TA@h)%Af#O{;i7p!0ojhq6dD$JdB6RgruK>}-UAqIRt zIf9Or^~niqA1Bjd!akCWrITVV)O8wP-)(eVnBHN zSj-hNNi(9PX8x+pk}%prZ=ZuXvfZfoo^&|sVI3UKlzYRz?DzNIosmSI$dTuc)6s>sPSyr}L5|Wgb!mx<>zs0nx)1_~S58T7v#D;DLx zq3hM`b-)jTYOYnFYNZUqK^e+pLU<-g3Iq)QhRS~VYsg|n`A0?;7LC1&-5yq$-Wje$ zg^Y$QAxbeJWs06}m8I!EO6CgLF5hd31AlU@ZGbH^JFSZOzCmXyP5!WT8^$b&$Ir_L zb0$)b4ZSQfvwIx<0-DS%Kq*&Da=)xrn$u|_OI%;f%Om0F((^MmDXGvvNqmV|7u~~{ zwPGRhI(Jd&%WFf{3x!dg%rJAA*E)nwMdnl@r2|CX?-9_a4DUlcxFdgxXSz`_7V(ZM z+%phM@GLAcSZ&05p#zw3qA~d0(;~h70(T$#OQb(?S5!!vB8nWieJzB>7Pglkq%;Ol zq^-;|qgAQSLwA2mV$u{WnqtMRs+%rvchP3;(}hV+yOKNhu7ZeLa-?tS9~+)qM5(M$3sGmUOd7fHq|3Si3o; zv4YcW=HX~K9RM++l7r-*LrZ!N)_rmBAbGT7iu=u|1?Z-j^tNpCEl6IA96U+bn+s#L zS_MA`cfx~zSNPgtOC*AeVcH*Vtsjr_?T((pO9o~PFw>dUz>a8=10i;d2oE1*UgVdS zz8X$Sm|G*S>}Dy6E*uSEVH|^=ly!9mh^?Kkyb;bAC~BCalz!4|Li z2%g^`f6v3k!&gWk$NcEgqkEn)vKK@9iB%~v)6}=oTG1QaHW81?Kvc%!iON`<_WJ`4 z7lPWYY#f#Gnu9(5*M4&Scr)7hgme~dB7dc~!h@jo1n+7aMr)6Awefo|&$!fPABa?rybULNLS5>kR)KS08??<#!n!1Wl<8C$sR5~> zA@X`-tFd=-o$SyF*%4+Iybs%Xl|0<;v)irSAJpxvv%T-?kLC zU;VJ5HrDLTGm2u=ni~mb@a^_@dD@>XLX`*R zQena!`v@7LD&TQ{Y2rs7pO zSp>Is;z@ieRoH;>F&@IxU33qj%<&sas~`8b!Fkik2&VQPfd=vw15hM+EF05(x4Z5U z@nBj5JCwJ&FIzI>yFuRIph`=mN7nBIif>yc{2hNVR~g+{l!XiU0vjqK>YpF8SLnrF zGX3Zkk(!#ikSwg;wHH(a&+s?YEbCE%>GaYSX>D$L5gpL*lREk5KjunDW+mfjbu+G- zid^yVh`9TUvaB0rWbNCYHo9Vu%oM&F6PTAj4e2G4#*Vy1iE+uIF^}Uj9M{A!g-u0% zZp%@u1tIZ;fDB}=mG5C&OAgQD_1Le#46JYH6mr1`#2mci7TD7O^hZV0|DcTl~kWHO=b>nn8eV#2nrD;Ei! zFP9SzK{?4$;3(ZaZ99;NxsH*5FT+!gR@fi=?VxW!&o6pAk!Q|d)7AV2lz|&p%7ADom&Ls-vMM7 zx6GlFT)tt+9*Dk>-=*8%YE_Doe9+TJ-}ra`IP9T{uCi{F24IhIdOoN|QYhvCoq-B* zCtcJz<*Ubj&g(2BnbtzT$w7dgeML-wq>HX|k>Ap6R&FkZuQ`5bz)R=naX-)p^4YKz zbVO)w^##FAUE`8Tu~Yr&EfZ{;9fWe=wu?%1J1xXZxiP`JSnwW1=mlu0&rLJ5=ytzq zM(!L)V!BOv?ma~7@cu&ABnh;nXQZ9rN87e#o4H`I%C#1rUMoq@DUyA$%AXUWS+ciu zZ5s^1=CoC=DnQhbPGYd-we`Q{Did`<);q9FWWH+8pZN0!1GqxoCUA@Z{I1%@$&L(6 zuT)HQtVxuWtwA*>H;2{xZwZRJP<&6&w%pAM@;_Q<;*53*gMKC2XE7(Fu&BO1*`3k( zV0>K+7q-m1?WeMP*>bl|J3==EPg?Wx#26`XdTl7axaE5Oes$YPd-_Q~QJ-*-?vQ8cTy>)y*eC^&Aw&!NxdBihu9Nqy?_k4oX&Gz z#0Iy`4~KuurycfRU22vDkOArCN7B3F!Z)UEIPWN%{7?_Y?&UkVd6c~3>MqkSR3`X}9tU*8MrMMl;1^%`o*i6$w zM0raWK!?>r7l5q`LcBfcWZ*ZTYdm!L`8WzU^bvU~=Z)M|(QTq`M|zyARjLK=-u1uD z0n4RbO+aNLO$Ry~IU!9Rn{pPAuviw1Ls6XI*wnsPaD#N;=QX>7yH_vc5mCLl2H$Jm zMa9TuPmZ7U8hcc&Iic7A0<4xYXbr*jM8Ijs4#y2=C_dtd)x_Lf4kvSEpn&sj=QBzF zT|`V*oA5$;<1eQ@eca*0-vreb3{H1=pFGvo(cw+g4&D$c@ZOOsUjr3(>d_oWW@q}| zp9%H{e`_A;OF*;868aQIF4nq%2!*k9-@VNbm20A=^0O(sR^zy!Qbb_<<-(7L9cy>bmLTKI?Ut@2AFl|5gPg& zBpfD`q5P5E|DKU!U>deduS_)_q0FWz{Wv{6(ZzhoiSA^vB|}ixLe8o{LD2-^$WQ4t z<*mpM)+RUj^3m~MZ~-+(X5n!^QLJbYIL)S~cFfyapDG%D4U5;lTA^Hc@TQEo0|UW>%t$ zBp-3nK0~>c*P;4X-p598+N(#du+1Y}b7S01JGrCj_-}9dslAeTX*VgN8gzQ7G4Sv7pA;{~9QJzs>+P|FA7i5Fmv#mCX7o|cvdnMINuG}9I` zRaBljsi#idDt1kmql0d1ybKVRkJb8x(x+K+C^E6KCe=TIhE?YKw_bUsMMwlGnV{$o z;F(5}(ZgZe_|pm8FYS=QR%y9yQ~H>4v0Kq)?5k;<&nI(dzAMBK&ryZJ(>wV1i4O!V zP^Y8961pslu^v&%^=O5#>x?BS;4N`%8>xv37LM51lhKe2ygNQ66UBI55__jFkMKix zT>ejsZR~L(<~J5ZkI=-OG2ofU)V?8hBdDznHTV6NBaO|j>3R>dS1|#48wcAa=+&EY z!WqQhR0G5jm;M0JKmf9MlAeS zcAXXv4^K8%YD|p=n&;@ogZ&M$b@>5ls+ocYL;P zW4+vb)jeNqZ)Hud!KF)q`qsGIkK|m(4KnOLW~l$fre9q66hG-RipjvwV9E6xE6({! zV0s`*$F8n6axW<8mz1+}6_XJT;7Yz=SQMoKBUjgrbr=-(-UN|U{OLA~rYmX4O*M54 z3^GerioC$NadJa&S~M5k0*oKh>#ar@xb|QnMtlOF@4$?TNYE=@*r{_L0IVG;*EKfl z?@XR0px^nLl}C3X{Bn!*=U(1vZmaZ&vGP4rZ7m(Gdw~+i_pzEtZr#Ebd8PIA^7U(I zWMsiGJ@VicRSF3p6NwD|91`$H%}Io%JmBda+}P+p*fEqdPc{p8$7;>p*&AV?Y%)_p zO2^c0{g5CKk_6@V)zI3S%p@&U4S3VTv9OZsupr_{pk{f)GN@MidSBmOZbEx?0FY%o)wDI@%2TEMc zo&F2JKjiIHF&TlU0gx%b&-KkEQ%qB16zzNn22Z{2(r48W2QuIE?sfa_trKtZkOt?- ze%+Pk(>BRRk<6b!F{rezF!glLL>d-i!%D<*j8-+(gsQxe55p#te&|7Sd~?ZB_G zFzfPfy4j^mFN23FDXCbFZW1N;v`rS)sN`4I<4 z)%*8jn%!V20*o`eiCShs!HjeJ-2rg81M3$M&;Z&EB&+rBqbpq?+oEf{i;GKdEVk_! zzr3&AdVXS!Cd5bw^$!P(`WKv#O}*At z+EpZEGu3ba$v{eRf_uFjz%LrVQyd7~eV!U(fQ)v4z@;O55<(8)S6$#%(-jbK&AZj1 z{shdMcyR&F!}X8yo(;rbse&mc!vEXaoi((#5G-5j!N$f04%Y)JDy0SL0wr01?|hF{ zX0--hyA}Jmr=DK=_lGKh0K^fhOLHv(b9ZI)(08_T2viq~-jIG3W?!lG{b?z5r%6~@ z;F6PMUwGJR*y_91xZ?C!FdCc4Q=Cn>6?kt;rPvToW7lFHW=kKy(V98~NuUn&x?>zA z!EY`4!9dAnGhM&ZC@>+bPKmP?n8x41-M{)A9W%SE305%<94h}b3|4~s!t`^jnD3jM zt(^VXHqgIW+4Vcnv#|}xN?^)TyQ5B%ROaDxHAy1D?KMsNz;CNwyF@u>e;el#^&mDReV%qZTkVzJ?xie+QLc&slpGfBUxJI-9V!P+>C|SjN0A=BaP%FYB&P}) zlc&yX8&xs~KD_sMPj1w3bz1j7%as2D&*22e790R_3gYB_%2*l)+?jRi=}J z1eOnk5pfIZbcjFO&FQEaNG1DjXtZ5nyWD5k)4vN)gcQ4bczE3&7a$FwA;l?^{RQ_d zWp?_nVk$S;gbR?HZT{kr%XsyL=Uo&5hh*(`hV^h3ltRTedLXB0{DY*{1%}$kQTFk- z2&1`&!*D5>U}RK1e|VRI3^rDcs^{E2Sl!=bAe8q!2+}U`Zqk=b8t!-euB`f|H2w(qS&&f%%br9E2a+5+sLD;B;0k8C(S z*>TklL+!n_4EJeAf?vfbs&=m0@&#dz#fI2bB9<$gk?6;Z884`Ju1nw=sTl}pe|qlb zvf%RQtsVl@v7V^#vyn~CAIqCC0p&gpd8+P&dWI66>%PDgBT)y3n3#D2#aSBr+Jo0+ zFF$M^Z30huYH8mffb}bA!AFDt-mQt-MPYt-r-m>kHnz38KLG z^tz%*+1YsyHF|_XQI%e)rTP41Jw9vv%6$A&kn)3e?dl>qm*Maw6#gS2A#utOF_4>^ z>w%7Qk~FPo-pppD1{2ml1OgrpzkIXA0!h<2e8>^3RPd?u=|>T~Gcpt|3KcO5h(HmA z3SOhbt#Sgf$3|6RwKWo26Xfs)(T^2fXhvDEBAx!qV3e)fsAXF6(->$9P4xb6{8*77n zV?%1nR>DE;y-(4teOu>ef8OtXXzg*=t}h~Sn}_DjJ46)m}d!O5!QApSfIf^ZZq-}pU z^5?nBM^}bhB3AQ-7 ztSP|1@b2zPuGQe(zYkvp%D-ec(cpXCL}-i#d6My6|9l=DC&VoAZd7V&ga6m=(bjFcA5V*c{-fivG^evrm)x3;Rgo#p80 zm_F!nsY#De>Jcm0oOD$uOm~6C@3;U=TtNHo^owp7}K_psy37ZA05Ss*X@ zWTcCz-nvw~iaZ9U_+pQsFm|_Tj&ao5GoF?^R&^cHqf^P7S0s!};XIYQ4V}=!LonZT z1|F+E@Ur6?u`ly6GWH0Vnz%jk(MOmB-H#ZkuG>b7DU9*B|L?l%xE+eZKmi&6Fl}yW zyWDhsO-3IL(XM)=(!3@Arltr*2L=PMIvrfZ#*iCAuM^LJK#U6nbFgZStu_zXB_rTz zGX40usECeVy?6qTkkGo56j%mPuK0@oWR_bqZMmjPOzyGtjMXNCIx2@ZX4n1F43#OvOflV1 z#E2xsH{QGP7vSK*{erc%eck!HM@kzD{?Lte`LC=7r6T&@V}U)@0-<9jS>GpA(43e0 zSoQt+IvT-==VZue7;WUUU3}#vMs98VxGuuKy{&B<&q`E5gGy{5KubcR9Zn^$F{HVh z#@>~{l?7WVf%Kd({iN5FRTGv@mKLr<+=IX4htkSUNd8^>?tw#DE05qN$Sg5P%2$+^ zAMQYd-E81q^fsCJ{{8mSkK5X2MnDI^`5iA~JS^?YH)t2r0#2UxNlS`&nYm`nl$5V{ zxH&nu9bTT?Z_4KYAUVFEl*+2@GKH1e@tRFxurv=9|ML zZYq;a%FO&q$hWX~@IECzB|Z6^wPzE7PZiI!I640Tq5hQlvY35fy;1WGRyS$mBxB+geZz8k08kIQ7#paD_EFjy;Qm9;HARx9^ zs~*TLf7fnR^ILiu>*PLDM zC%#r0DtwZ(`TR3N{o%Z>i5dOb1#mR8fAhDR+>eJ)WGP>b?2GMq z@1#{{g0i{->?Qfs8L*P^l}Wtw4z-H!2oq8dJB``QzY@iLzzL->S=h$`R~;HZ%6kf( zo#Q?FLNu8YW_3ee-_mcSu}>FT*~GGkBut`OzJ$EZ1hBBGh5p~wVq>?K{keg`G!*Gj z2bC&XA2n=vIypH#e=hI^R~%G>&6?-W;bx?!`b2yefar%4tq#d-k`W%~STo-XW28Pi z3qbTY@++2{tn3`8LDoT6d!eA%+m@DdFfo4p`ZXXy3%U}+Pb@XRa}6FILK{DLcyYQc z?B{dD0_77m6_vD}Bc#Y$3B)nJ9i{Ps0&y^3E`H(xdJ6u(nnjoTr(<|g#nM(IMHXBYxga9>4HG15&~ z&e)jp!s0hvw13764N)b&;mE6?y3==rt|e8i&Jjw2HWWQqKt11BR1~5(3!}VMo3!3Q z$$@|e8B*HX+NahbJ^M?JKfIOo<1X(MS`CRi7wbWMPdBWP& zlhSYw(5<}ZkBzw{A^>bfeIlW|B~GUa>d%KN@i>i}1nO(cakzqX*gfsCCza*I7#dni zxt;^s0#pMc$FYFN5msh7r2LS1TiiCbv! zMeapVt{^+vwB9C_iw*?bzM%QVb!$N#9;U_(zWl<%o~z#>$B|-Q99N|5Z=+B~WV`h^ z!;OW~I8f7`B`&b<^`T1wmeB9V1}O5Lo)2-VIe!9+@YV$Bb%ihdkm2cWu#&4&$($dWF_=|ELJlCEt$D#XLjevrjk)A#$ zE{TW#0atftXLPX;6zjWQtoZ@d5fy{v@AWlR zYYO(pj3vRFo=jv1W3~1(zt(TkC}14etiOV|I!u<8$o1_ zXJ075n57X9q#~*x4x^+J5j!}+cXQ^7V)i*#Vhd^FsCP0#5deCIm0la+)BV$gXluVj@zdcU%K-mip(hMHKK3gJ_I`soz>$|I)) za3LTobh)vtfVihSkzV!9w!Z}Dk0ei~@~`!ACmeXJZ)88;JOIc81D`*c!)<GsP>4(~X5w3I5Eno9QB4`C1xxekPf?z^ld7Z)P`7g_azFcYZJI*P{tV_xv1K(i z3HI@MZtNB_*r(wLZC2}d_p@YOSS-6j;cT%vvU4m*9#$IbWuJ zvv8$}&Qbimk?W}LYw5W<7Jo$=CeTN|>f@geEgYGuVg2bec@5BpHEUOunY@O+M;ia#@Bq%AB9#P+7zlKxhlj=aI*duX z1>b)Y&Ai0}COj>ki7dZR`pF2SQS9VXxlw$(hs8eg_gm5R>HU9meWbFAPftG$NNccZ zY)9VERetS2FQ37mV17?k^$--nJCd$J3(&mRV=tbTfQhZ#RaLnmyqj2EAAAQ+K-0d!0j?0^I1m#0!-9zdXZ+)51jSHkgXII#4lmbU z@*7I;K?&HE8?x4CAqjnAOcb}wdr*wu+@%Px0=}I`Dxxe+z!RCOl7S^jT~N+bz;ZUr zXeCaXFO;c{G54N7PZCf?6->Ga@#~8pR@5^u-|sGpk(b_B(vDILwy7a_r6A5=N%2e?fmB|Fi0(#s+|7u;{hRIX<%}Z;AD$WY1$247ZZ7wSBw)0bCDnVvWAlE%XT`R;E0_ldh<~ zz5)?C2k^y;(O1$CH}3!=OeasOh93?>X@`qr&Q&Ewff2WEmVj{o$Xk)lKX`3&mI4iR znmj5G@fb}pYv%}F>u6d*jQ1MVV~SDyP0f5L+&ZtxNh(lqx#yhSZO-aCmH?crP`{#B zDZDT?+-LYc2HYGUjRbD2PM7WtJs;uO?r!q3crFnE6CQCy$ti#)4rfCETtJ;R%-MmP zPb^_v1y9A^=f~F%K7c)D#q`%#xsCw=x{DpRC=DfWEvFO>lWy2Pw#t``*l6TL%?eh0 zHIBs9w1D#lxEN&IE7@~%q9#9}YlGmSo}M0s*nw=|>-}Hcy#-X&``RvwqN0Fc01Ak7 zmvl%;OuCT{>5`C;1`Cy#q<|pZjdX*8Al)I2gmib`ce?lf&OT?1?|$Q+anHGToHf>3 zA_BsH{^EU~_lXn0Uem(|PP-)C_kf^P>$DU${L^^P7F=3Vn1D-h&$RkzIOB41Y-(Vb zrT2L$6@OG|;w{Pw-WfLXTUKxb=f60;z+w&>szxFSL>p3;c|V)yD%drX0~ z{76@8hxKFL27poX7S$k;YI$32+n0rBAQuiMH?IN8cc^@i_g_X!i(8CzFhg&^B@Zls z0l^fUBWV5yZNK2d)ue0?ckRi5Fc|J{9@NsseD$?8|LRoy7g@jV-u17sh{(79g9a=A zVF&m>HD3CU&;Hl5`TxzYhYL_1fubMC)87Cg14BO;F>Wx%;cifF;6;o}HP2Mwriaa~e3BC<3>` zx20K3-6v0;sHpV805?`BBnU=GFsA~{3kCMjw4MXAxTdBCuui!6hN%dj!q+ewHH0h( z=_ZfU!xvyZ{dBLRLylqmTd>e&rAV4e@YYhS>(i}ukGKO+>CdS+@FwjguD>|w#FDsMw#pbIwem7K?5zZ_t`5N^Y+eP}+O*Wv62$Tv8XCbw zTr#qJKm`DoF)qTJm(DjX&b#*%?P~YbAv`lCFnbCTI|evQ7GR)Z<+1VvfV3>rAXHBe zQ8)b<_di0p)wc!Uen%F%E3l(947}1zSCb_I0+U+c5tUDQ>&OqmAOaFfnYBDTJmlm8 z)wck%JDC2C&P>gf1Ol$%Ha1q)?q<8O@G}^!g(<_9-;6N>I>zoYm>{ifbkQ%kbr%*E z>feRHkJ!7XP;Q;CKd9OOJ19>EEgvjB`jVX$pvnTF_PrMdA$i^53|3e7@5T?RkOul{ zR762U=4^PU*#DaHQ8YBtCfyX#1TzcL!VcG#y2w=2eh2}VSVJ_ z38EtG4x!X6mA%am>0TvIXit#Es@Y)Z+Us;(Rr1GTj?woJ_E`Hq=oCg28XZSbE-Kpzoa3rdJ|o~Qg;{=h z=z6>Z+K+8SsY)Emc&y+4835ng8C9!t5SJ$Hd{c*=l!l!AyG9Hu^(p4_=lheQZYa7E z&i6QwpToQr6mB3@;i(6{>eErtXvLJTuwe_diV@Y-%>4W@lL{%@z^pyKfTyIlerx>A zRV-IbB(K(d}z;yIWPqk_s$ zY#TsL=QRcJD&{%NC~NfEO%|1s5k)xoPi2{F{%~1|bD6{RMR)9I5Op|Ow>XxbE~W&V z7=3;@vTPc)@$fa#>wAx1>=?0GiFaP59U{1!lbbsyI$q_RBlzLL?TQbGg;4R|i!ymM zo1uyW*%R|LtYS1gL zU4A#}+9S#N^<}uzQtPM=0($Ke^YY}w02c?NEagrB>N}x#x3JF(!ZdBeNaCj)6NVhZ z$(EERK%-^Zos(n63B)t6jV4_B4ju)rQ65)J>VjM(B(9pe%FExpkZz=i@+b?8egEzY zlee_kNq2X5RPBpLCZIiR{(@FBsV|m{7+961bB0&JipY2XByQcqMB6A?kclVX7w}pEFBP?C z&eybAt33~RQ4ttgK}1{Kw+5s+>V6#XLdL!DFO2(7Qa`-BIQO#sMz1l55l`e{K~R8q zX_c@+9u0LbSX@!!1hU=o_HBke0&hHd)IIUf(?OT$+XLj5@N(*;Y*=(O{k)KA+b39I zEeUG74?g3AlfT+MRzQ+VYQ&v^W}xh)M1)K3c8sYiTwYbBJz+yvoc!1|9(O9moaDoM z6GBaX9dJg}*VLrrdD%F}c6uMxUFEZCi#6M?wdjOin zjfv{=%*;i&PQ&-oOe;C)jgCJ;*kvRpwV>b`%CSEqTFAPZ(@Ue}k~L4m+pH;RPu0 zf7N=Fn`}U(^X7!h0|S_^Nx6FIWw_0mw}(v_5@E=wGLKS}YX7i%z+)Rr72ZyGmcSrD zJ3T+3`S&I8mOxf?rUnFTQS0ZPH{uFo?_WaPT1s-RNN{D0GM0X}nxs{ua^4U}S9U zRxOUqyyb@F6&VwDk0^%UIeUt4G2`T5qrDeJ(%{*q{$`!}0u@Bcm#)Vs)kF@3OF~Nyb^bfSxWkF-ot_ z;{nWh#ywltsFltLkD1L=HoD)b{KmegjVn96BP*kjBQ__)%IfYJ8AV)G80i5&_ zv9&)_z+tz2SNdTXLk}i)j0H6fk~!~}4&Rr8pLEwDL8V)sSS41lotSECr*%Z>i3e&+tM)KU>-2qBw)4@m;a97*~3``U7r_toaXx|NUN}#ldSvJyLK04 z>;GMdm&B1kl0vd>by}Y*Ok9Z=5=%M1U*28fYnQ^k-;=9Le|e1K-4`@ez0|W=Zjsr3 z2A6|!FC3_uC!yv|ZN^uXI49l#(QqGMKGpg03rn;W03uyeX_|vc6&t_d%)9Z(HGBo~ zy4ABe0J_wpD$}DZn0%(cUBYp>9)X$k7~`Y;Bw zvZf3-1QPqfZ{aPIhZ+l1q*}vLCrbLFGCGOz?|(zT4b90XeFE;Ne${y2g}r7*@5J~m zLMvdd0UWChL6sz5)X-1hbnH?MYQAdo;hDVB(>|?6SDxP#|V0qZBf_Z;yEI##8#4==@i4~J|rJ6Cq*03R~4IIC%se- zd-^3-g#}b&l5vr#sj0y5-j=WH(6C5Gmzbsf_qC}B+`FVab@4_X!U%&pPpz^XM&vC9 zTQ}&Ocm7M+C=Ei&!V45KM)|M+A+QE7t1~VtjD+&psSOY%UJk>YqWM$7@g0F;fMs(J5 zehBoYnWGbOBylT5ZeH<^dDKU%Alls&<~66JQz<_;k^}pO4kD*jU?_L1{@DgR zwcFYGHCsrY$wZnam|JvpJrwe+7+yAc$fcq&Xl-G!h$;bSUpXU%&URI2Wp#Trhch1s z3YOrQQe#+cA_X}aHT=KrWB;ak1??Io=ViJWnCI6?|6mO75eF_V>A&CdUq!#jaDoZQ z8u`XHr%BXrnsnfjx5%1|H<{LL|0F!`;nK?o^gOQ4H?h00S z^9$#$^i5y%uW$zG)JZ>7+^@xju+!5HmjGo-zA_*L=IT{Pw#8r`pcbjh&Jw+>A#n;D zN!)8FEPHi$*}Oub1}5Qm%1lh0hVIt$Z4wIaBGlRS(_Y7GQfsii_sWN2|j54%~5@eU2cs+TRuL5FPZN|h^R z|8aTzw(Bh^Ep1In%v3A_19}jl_I}jlcm9)f0}tu^?@w`21&UKyHpq^fEpC6zkI~C= zFe<*xkvEs6G6&cJd)4p|btJ=_LogorJD62H(x{$4+BXm>en4|t;yLm@{v~acu1_xgh0dkKRLl=Ie&|D)B zZ3XQVJVn1;;JdD`yR0|^wzs&u5OCX+RX9a8Td=@=ja^*#XzQjP0y!Y4WZd@!+M*yp zFc%jsSeVuvRMpj+$KIZEHh-Lf$C#A6Pfv@Lkp0ivC!`)#`?MVDaE2Aag{INpe)IC5 zBtINHr0Ksuxkr-Jj5+fa<4FzBoeI3gnJ4sQInd_U6&#RE+A3&1#bQ@Y7%GQtHli?C z07cLF1F(n|Ht<92)@&BFlenr`KRYDmFvBK2g6BN}+S3O+ z@Dl7Kz%#t_Hq0E!cH>_AQmd?->N%i;S@hIo%`l(AgyClrO%Cu-8gbkQpwpJgt@VSJH7J$gC^%hs#OMPG!&EC_Y`$ z!1Ou5Hf)(fZCI02W+JV!E!3gkzZ0t;<@_bmgptu+=0bC36A-EBVdeViR-AmG$JqO^~tf1M`0zb7TVecg!7HPKPHXbk`?= zi2Na+gLo(7PUdZ>>ThP~Ryt63FIa*vNK+%VrXjV}?#0@~lpWsi(c#t^`k}ra}K!A9vK^{orT5M;40YXUQw&tRr3H&4WHbd-)RrBqh8adJTs^}>a-hu(+3!B zm5ek~NJ(oy&w|vyC54YeSquk8 zN3Cjm^X*R>NzW5?>JDl*MwX@lJ1a}<2NX*5RIyzwCb#!(K}JyC*ci2bUs+XJef`wK z47#zkwq~`AVvN_bnr^XmvI;S|p%3m{7`$0CxHulJ-<6^uHZ=&3=iuZtIZ0;?`1m}H zFsb#$nBd@Ye#}uc#aK)u^#_ABspHrn3|v+OKKrk)M&Hk`X_Wo!Q(1awN;cNBsLT_o z*)I~%nuw|b)jRTgXgJ*{I3;rIlL)OF6%=kt*#SSc5Zl7g#f>lldUl;SFjrQI$zJta zvyEx`d9db~wYawC%sSpj@9 zQ`EHbLoMr`!VYsEZRCnwtoiTp$#RH#gt+4Pa+R)S6UNg!Wb%pc8?K&P=scg&qhz%7 zdE5G1Q~Sv^kI1Tv-{ELFExyR+49 zaL(@4y~~_1I5ovO(Qz>H=I#d{aJK>F%0ZI_0BP(JjQ4b zWDbe2Vl8{RH*Q<+wqrKs9C!!I($m_FPf5Vl^{#1l|H$U%*SOTS*IiuA6o*aP#ZVFjprw^9RuW~o16Ffo@>O`jXD_0YhPL1nslxVw)xH5NOc?At_Z zN>jV98FXE{b}cm&+Ut$U=CP?MJD0vnDhj}|>S()8T6$C9pVHDny?sf2NVz>!M-X}S zsY9;l_Q*JuPRI|S7%}$M0BoaZkd!aR5;s!be7k{yd}V$8e8u2mndLI8pz0esJ)Q>K z_sV3|5vvBrbj_KhJuFP+{!xyf2J^E(}drE!dQ18-WyE2nHu$ zk?OM8L+&PMRQmSq+p`;>r@6kjL*NSqn$39?K&UOvfcf%pb5BAfd$|=grpi-@4yZ^d z<8^j%ku|Wgv#W;*d5jToGbF$ts?hl7@$qpVUbw9%0Hj%8LEr=XLnA@MY!4Wbpi2weS1GIJOt@itZcAlzWCgBpw!xUGE!(V0GXA=J z?>|m=dfm>ZtP*~=fl3NRb$PaQ6h%)FqVs?)Z4?CZmBZuUU4KAXYW;q%b! zKVZkAp{8chDoN^9vU$;#8MdUt#BABe$&tmmyH*dame@r{ld-GoA@mlTdsR{T?)0Da zR@c|}oduR;;Zg74hj*1h(PVH^pi{2U@M)PN7A$K6d@nYTh9GeVZj>z?_Vb0-@p8X8>DqT1JDzhnDwA3uUm$S>w0QHaT>Y>2akGt%p!$z?6>u%JAR*EPpD)zNOnPc75#%oP=w~*mO zN9aUZ*pYS_*9vhvuQf^|0uY7PU9VZ+v+8WEKj#(ejQIQOGs!5p_ z4`-Quci;?1*9**5&ct~ruz0N1rmKB`UocfOqygDS(hd#dETX4{NsMY%l|W@rX44+tQ$(3lYXDl zB>(J}aj;eo$Rl)BRc95(%WTHdsR4wvA~xOJc-f#yQID7F2}qu8G{M1}jF6(fCK20)7AnHo1ilO~ND zNL?iOa`4@$dO&Neh8_0m%E}kWZ?tt{b*hA+`oJaxspxdmTH_Ji2uV*&lMW_%oKBp! z#dSeR+&`5bW0)I?&SOm#re7D~Gej3zq5DYleXcUy`0be0+wc_YE+?5F8}bNKnn@yB ztxwvz-?4Kgdd$7*!DALxEy27O(=ezTE0Ys08OI2*rg+9bV5OSeHUL{+TM*)vAY*X& z!NjCmg7s?XNVx~ws||06jotq>jLgan?enlP(P%SyO%kQ9)2x+p<1WpQJ3K6v!<=nN za^+x~L+AXK@TaPQw-p7p-d$5`-dW#fg%N^)`K zj$XjJ9AY%NY|%81Gs`l;v~&I74h`3}Vg#6gdNRF8LE3qMcbB5~b~yZKkdBsLRaI41 zR+f^|$ecJ>r9~M%QwvG0um|0jd{d?})O~$8UyAwjhS+nCj2>3Q89a>)P)>cp!&Q z77puzxSgmLOka*gah}w%OBW+h8g6C>x%*LMtOU&3bNQy`T9i8JxkW{N2h^9fQj`{N zXvAzmz*=QlWo*{OWob!^B95WqVN~D|u8aFK&=?P!7IYMw;o(pCEObO0-y1njN0ZLD z<`k?PqGQ2MxOY27;2-;GPTg^dAx~8dbyhx<*N=zV!3dXGzvd9yo<2vgHi1%L>esJD zoRc)-4w=sYGM(r?s!o%t3is&!s4!^k7l4>!K6cMFMb4GS@Q15AltYv=Jpoy99)tig zrVuk*qk_So5hzshI4*sXf5Qv9|(XF|6_B_-3duGbvf%wUY~` z51a6ljT|s`7LTkt0Gm>qy&`!p7-}6&quW$&UdsdY%==(DcIXecmb{NMcrZ-U9@#+ zL4+huQmg%dq{X(lg}?f5(QvU&>bw$#o2XNkoXh9Pe&ca?kG0VdWV_3}PPG#NQVx*d zEtbg0!@W+{AU3vu*p!`x18c?AG?ojfMq4%?PKQzYwv~!;TCK4)Zt&xaaMQK6UV#Jc z`QW{3TD5k~p%ybYD4ty zLKPa@f%-32zt3V@&2c76T~>yeZTv}3r!lJLL2xEF=m;)#gdVOW8e(E^y}Q=eZ4C`LS2v8}JZq2z3zMPWAzop2k1;?z&j?;AmLN0J#H zvCBn7e{FMnWO^X&m;d6?CUJW672a?rl6E0<;iCivtgc>1E9pqBIKm z-hqL+$l)*bCPwpJxlkUL^sZvLdsUkvcN5LA6zO%sm!W5=YSPw!xmH&v#276-vWJu_G^Ea@K10ytAFV2j%M?)>hFI@hQ8Rc82+u9C`5c|C7QmWbF}i5%P~ z;d@8Zs7(5=o06*v1sq=jvgQo>`$Jx~@mTa9wt>P!3Ed*U5 z3MM%r@UZ%gs_D;gae+p*5R?d0Nux=4giVJQ5( zdh#m`3DY4#b&|Bc&*pcGV}4iSn28!1);AF$V5hlMRpuYW>5y%G?O&^xOt~&+;H4`;9AD zUzb1RyL99~uf*Yxw7amew(bwPYA0F_b%U`JG`k&=UhilWp@6_=;pBV3AggT|M}#W= zx2^ZsOTfbZb7SAvv$L~EpO04`1`#NxenGJf!2tANttde|M!71JS%ICP2muAa0tqZ# zC?)#GtUj?kw2u1G0R+DN;ich&!Vd;3E7nsS0|1SHE1@Z(3>1I>9OsNjabXHwrf+;a z09A*Xv&>i6E40;>d;XV0XHP*Gm0RDs%3dL&-Y3_9N)EB}dwg?6HmWHOORr+c;*;~s zmtc&k<06y5?r;9UdXDBZS6EyVLBUX?bGCVA>+hVpx;hBP4pJ-2NpB@;WqBUJvaEUs zwe@&J10I(Ppg7fA1C%AGqoS;A9Yljo{`fCfoS620vF^ku3%ofg@Fu1ff+RuL<*Zv1 zDLoE2ogY(#M8j$SQE|jtvnZ!ITYco$m}@N_Y43)bIS=ni>UEyG1PH%nh|8 z8AY8{wd_A!$hDYW2%1} zQlO{)daerIyq+x{N~p#2Mk}Qv+!h2aNLpfT=o{K=cLyS9tf}S-7MrtFGh}?otnvJ( zuQRXb&e?-y!1Q$+3kwSvS+5U^xc}I}Z-)cu%k=q5zS8K_6zP9;vKy9oX)P@+6?Ty+ zzw`lH8-|kzxpJGNRS4v)Xad;6ya_H0jt(NdI!`yJi(XMeHfube&#i9Tt+caU=ze9X zUxBagB_2o6pWFNG+bco5XMZ}PH|kE-q2`+ZWf2e!XR1o@21jZeku;~V!jM!eUIC~O z^YgoEBUgJRNu3ko?)gKAA z%K5PQ)J3BMWuS=;aLb+2C`axxFHyln*A)t@NwjJciFEI6;}Km8ylyh<-Rh|`1uU2x zamTwB)hP6gFA&h5HP=H`>oeeDIn+Ynyv6(|&0y*$dkfK$Xn)-T%Di%EjLX_2Tqatg zs_FSi31s`2_Ht78w#UvXg?mp>Eh!%lr+JO9?JG%nyiDz~N98L|VpC&?F#i#{-X}3c zr@J551&OCcUUq*95jZNQ$eAv#5Sb4I+ya`wGSkt-nXcRG|NHJyKmT0icok&N3~q2H z!q{+1^_MDrgjXT&%rDlbophpE>DS6cvwBe{_rU*fa*qt@F3YS8+(NYp&SJrr5+JtT zV=7s$YR!z(8T4ANGq*Kt+1%C`Y3x2_hn@QsekCe94em5>fyfx0n>sP=4yK@}tJ(sg z*r46!$;k--ZB8i;e|XDn|nw|0hac2#H!kdT#m(gg40ED}ae zYbPk3&I+rlM%noQIziP{zy`3POXVu*0!yA8VZsAtiYy(x}3j#n1_cMo=uQG^^c{3FX3!^3Egc4V9us=Eik`mj@rqlb2UKJm65n=`%sD z17TL5#!3uJumzm;M+cLjr!C4b(RN^!ACk(|uN}3bvHq07Ny(`*Hjb3g(1>Z!N=F-Q7{U$Wkq?F0}(@6;yaU$%804z5-*{@UH&KW2~IcLy{@T`tJdwy~-S?7K(Q65i!1 zSF9?(%HrhYw2*!rUvs+MzQ2!cjC_#V3MW=mj&WCy(bh~;nexKkzP5o}EH9go%FrSV zGG9`W|KlN%n_miuYHBF*yd#7ads5pCFw1A1PVypL;{#Fc4+A-I5qTw>FcA8=t{%UHRJo&51TrzN^^_!#AiGT!Lt-zjSWM0YO-=#xRvM-RIlTXQ-zX z4#pk3ud?=ry3}sBG1f^&03l!w#4PFv9{3J5e8Ai|WJ4MORSxm}`(Kqy(ucU-06!1g zTg@;1OlmzsWQ4Av(OiuBApI$07u9j(eDkSSun-?pvG429b}( zL(kce?^=@71f9JgR-@4i;7U|)$R$|0Kzq0)zxneji!|;m(%qoZI=xgx>2M4C%qqwKb zvz|yh1+#~US+GC&w?0(KQJV3eeQ0E-z@KrTG{O)GcAw?(U^WH@283gQPZg_gvGy8) z5P(Ur21!UrqB&E1 zG3I~6(Eq>IAiR=0BPDp>OL`O2)Yin&$-&gn=I@(!Mpid5IXJn<9+CZhQ$T=K&CTAF zRmspC^*;wwTPHGh_(K&|6;nq$X9r_bNB9s4S0_nTCqpMwcw17HiwyPYD)1KDBQp3G z-WC#KMcCOo!5<^o$aw$$DT1AhjqRU*rsQB}tZM3{!>S~XU{y19bz+safxl4nAHRtG z;}>Z?psBOUo0?b}irTsAz^6VUM$akBn6ezC3($j$|C1+<(8mq=TKa{lC8b zzrSHsWmR)9v~{#c{TRk>tYWIH;-)VxjZIY~Md2%}85%jlhp0L^I2$|t<41KQ1(`QCb+Z^}8 zD4GS!%O9K=TR0Z?<}B>luL$tIvN}v3@XF48f^q1p_B4DvG&xsfBT-*mS>?*r=BNgX zo=Lx&SH~>;S}*_LyW^3`hC;nWG=XgSlS(Q`*tcQ?us zbmSZD(WD#Zp2KS_i{BI~%@xIGMwrXrFRCdxMRUvb-{?zm`@>X>w}#F`P26MYNxY-4 z`NDc+p8I@5o-xCB)R6z=F&k~oND}v-Y!k0|EyZu?iR!#Gn-|EjJ935AlO?6pYuSS@ ztY^>7h-RP7k|k6Y$@L~)Q0hIY&ph^43+bKk^>ybqoY%Ns@Jk9k@jqGmJpc9z|8H3O znu!`dbNQ*oEV(wsE%3VBm771b@NLNdJYw=*q4#-sWFVdOtI565iPKy!AO$Ow>FzFY5Qxgh;G-wzn!}SuW6QsdWT*Y9@Nvn{cXN63zx=)X zKlT4yzC_cSXdC117KK+}kTaJa%c^c#oT<@zIA8Z7X{X9Id#}DK{nbE_c~(&6mrsF} z#jffS^gFH{ zx-%|eu3#RK90lFFcTAbxt^#8q*{in`;t1)|?}qljP6!))RP>`BAM2A@;Z>W!YA*50 zljj!BFBH@D#zweJ5v}t@u^OXukFpI((R(#avv+aqMAHc^OWM^(iu60C9 zRs2Ln+r8|3LZ0qSUhm$)@@Q$C&DiG>Ex(n>L6xkV{d1R zx?Oo$rQs%Xu(v~9D`aMd&mB!!|MQ!Mjgyaq>%ZSIs}nAocp4`>_8~^-__uY8?r|*| z`}s59sm3!7@cl`U`{T|1OCC@BzQ0fOOZ=$!WZ)TRv&Ah>rb1$$YZAE@&u`;hm0_Q%cE1jVV2sDfeqP;& zt;=`u@JvvZVN3uLIe73$|Jf~E_?<-tZxcF_3U4Ffahe zGgKTr*huj4@}jsRQ(Rz7`l?|F5MY%w8N#z!KwOUVZ=>Pe3rm886j;HF z)dW{_GkLP5AlEVWH<9vGCI|%;qS>!*!8iM(ySo6S|Ht_f4~vS6J3Bg{g-qV?$4gC~ z%uH6fpm_1#nxPv3tkmm&KYC(fV$-7?X0uA&W`|sd^EB`=8 zOAG}y43W28B}BVZuHGHjp( zp0~1$Ee1n3L9ZMVfdcXSaw;k-^(q~F@4!rcWn)7aG+fa4x79i>1f?VIoB+8$D|_Im z{P~CjXtQ3wehrvq<sH}ne(>;RLO)yNp> z59QG4JIU;>jY0Dl2j-vZT9^1R#QzZHpRW-EtHYFLj45SKa8s76pwP%OU9P5*z6CwwgX2@I%R?9sYc%3-eDTS zK|v6s2JIfRbD5e0wEh5Mmi&gWm#lC+e?gyfU3qHZ<3&oA$dC{+g$%Hp3za?P?J`{9^wFeX$V81-Zx9&;2-qA2)@Oy zujFe;BU(&jU<1&hC?UYXY5D1ghSqeYQ#B0V!v9H}7=R4n67MR- z`j6??xPI3<6=X_M7IFA!QuZ;%5rDPdT6QrS@JfqINZk0MBu@vVrO^itEzj{#iYa^u z1t`Cj-}8qPPbE1kYYCiYOlk(N%9)*69v^{Vndk-GwM6#aASG;Rb6H*82X+#YezGbd z2s_NQ5}Pq~flil~FaONa#H+Rold*T(N86Fc#WJerCem#B;&|)jlOqpj=xa_1T7~UU zz6;7JpKsxYK+29^!NV)puBlKoal^VD|MAV+w@vewx8|H$o#Yf! zEXrC;UA@~-Mz1fE=`&(dlC0UMK5^TO+OrX@E-LaL0_9;hBP#0Ny~KM!yUzm6oy%w`yMQE94%*`D>&M+}G1>5t$i-eF6ksbFoXM204$;dlM zyy9o%5&`HG3)oRR`^tw5t^R&~zjJ$fl*pC)3FcdP?R>52K|+7{i@_&R%E*Xfq0Dwd z`(HoI*1>^>)+<)mJM(GQmO?EW6DZLsJt$HV0CofOVydWW2s&tfeA}n;8z&M2HVU;C zN@~Nm0>is7rgQEeV3V~%F#quyUi{Snlt)IfdY*QgWy<2Mn-2wkb$2UzGQZh$>4(_p zE}KTtL}dYy9hcT;Z5HfZkGFPr)wTWykta8=vI?;u+*fB^7U)mw5EJ6YKNHH zLSIbwG3f^&Zjg=v7N5mLHcmoShjkrIh6%|}FyHFjB^)qN=$36i1m|5uxfhrl1DXgo zEhq(8<<3yCbM)!T0?&+$wtqKbND~~O45iwF@7N1GGc}D!Ah>~!IYrGvgH0Fqvh_J$ z3K;`jf56AWliXV!3BM*Z+SAZL(S6fdGR5^9xDS}J)b7=U1BH*C)SRE0j|V(pi;_;! zla&P$|E!$=;fY#HRNyP#Oym=ukUoO4<8hYK3!yOo6j z>&}+ALvjnEPhz5?F+6r%I(%SGa(H-nd`uuEpj72#IiEXzJQ(XU^BRug`3#AMSIM3? zs1vrn0W&Ofn^P<`Y}X8?VW?0aUMDN=0WRdsYq-dAI_6gve)RUTmCwouSs0k!m1~_1{JPhGvpr8Q7MQj^PuxQ!Y zRiqX&=CB_6>2 z9gv_Y8PU5i_4f7xG4fuNGAS+;5{~&15fL%IURN6W10ebAR)*}%B_j2A?HLRo;^8HL z$DmO2;f?>_FZaC(eFgzF0LY5pVXEb6?}6rlz>e|ZIn-s2I^~iXCUx}7vzNRz8>N>1 zU`CWY{@1r+b(=B7RiyJLce$&`Ayu|6CN`Q3(YoenxgBdN2t+g;gdO9t5-_pS=hden zb4VC;Qb9&;JS>*h){Jh~mSNG&1i8Sa-$0_(&?Dx2w@o#U+GX_~JRju%P4Ai4<3!Zs zW+-2-Rw1|B4{bsC>JP<$>&@B*@*R2jIj`5Ze$lyvi3K(g-(7I6Ttwz#e_y?iYcW8P z?kqsIW1PeOF!9+JQZo=sd+q!|wq;)y@oP{V^CLY==~CYwSC8KkadqXr_ZgUX4(ni< z119ht<;FJxa3O3^R0X98p9vanY&3=vIF?%A7qxdAOiSFuFtRWoJq($mNN;)-W}foS ze2xBN*s7}M$phB=Em%+RXrk@>k6pS*rspq`P{pAuPvEHyC}K3gMiJ@BE<8CDAYq8TAa5& z_U}9&0GrQ>Zy-dbnY4!+KUSgm8Id~Fu?q481v|RDurOdHaUUPZsZ+4Ap(+J6(0>bs zJx#G3XVu6bhjQ&maSi8VEQfB_SUFHyrH7zS<+TRykI~YP^KO$+03o(L(_#@fw!Q%g zkxFa-2p&?60-i5Rn=sWSH0ry1mZzM8^39e?>0Pl1#P3Q`|0}5Ukl%dsFvrZ*ETmv! zl5<$NGdmWZS*=rUOA;J0z=jHMbmuTc9zZ%p{HQ%fy8$5#0j7F;3xT8o;CV_Fs{H8<&w`Zg2n9b<6zH&7T6_p#~9h+ooFcH!9xTw3l(Rx4-pX6dv+1hwk~9 z1{9Z2lx|Uka}KEJ9Li#<6dE-FEg)z#M>&9#-)>2%zm;BhS80l_c?->VgmYJQJ`0^Zq3?7#5FZN^+?P#4E;OJIgds#iTn!w~()tB#M7^`M_c~HAq9V zNiVQ0dHS{cL&~ONbkL9|`eb#7<_gC~M*dk_>#Q|}3LJ*Hh<^U%5X-J@XcNIVbNde- z@yGJy-__>b@#8!y5t$7Qic7scV(6U6QBLy$D6LCNxsWv_ivBzn+Ty-VS_21tpJz5U z6gjvev}Q=zL;8~;ys`JiteA)zW@?|$({{w!O^4QB zW%4zadYnKKUS90e>X$Z1?bHc3#th}anM*Rlj(<9!eou zdJ5TP_L;ndy2tp5QwJA7s;n9PI%PG7?^56j~p7nA;*~?5lus2|U z{w7p3O(r5U>~Ajy9tL2Vy;A+AlKqz$CbTYZ!^6YDmlM2ld+P~_iNSydtox+{ys9cI z{ah+w-NTnk2Z8(X!G>al<#+{KlQ67Nl*JGD1!?4{Gh?E|rchUYlHq(dN!E-6y^86F^X>v?YUMyqJ_aHNG zdwd1DB``Ay5dDbp9-FWMBlXGKYYbRQ*mB?fVg&DZkzYmYDW#MQQgRuFmk2Z-n0|1S zc@}~sPrLI9=C&nVh63Ze%Y%#;9#a9&lWrw(v5+) zmQ(bqy1M$<^_x8oJ=!aUw2X{l7<T&R;A6)j)`H|?s_8WmJDqvPPx2s?t@H&`g6$S5SAW-*S{^2xjpVT5Z?avso;#0Zl#oY z1jMKDHk6Iw@G!;z)ZY)D-T~wYO{>V{hKmanuAmJMnS+-w(vem^CN+2z-=~S|Au713 zf(B5E&b$twBQbzg<>%5nvhwotCnhLRZSG?o9vQr*QFHq%!@Jf$`bI5T@k(3arnZDVZPup~1npXR=zb*Cv2>?D_$A>z#e|T6bsixc3ez<2JC_ zg+Jh-B`zkPYt4%pezG+*{2oWX*WqhW7$zbwAo5)Va2+IGcN>t>4MdLt26MHQRW)v< zX_!W#EgG3hU$li?-> zkmF`@;b3w&evOVna=-bzFrR z82qtZA!yOBVLI(}`T{m3uQe>)Fs8M#J~cBln$9!y%a@^nXL@%9gn=H%yIJWG%0jgC zbThfoZs>9#Cacd*zw{DnPq-Aiyn zsaO66D6sMs5U4`vu=RmN_36{SYX#6K%M_K2F$gbSVN^{IY!htH>Hwb=#@0JCm-yqu za-rkFT$@Ilql+9mmHYXFrx7i47ravdeNsx9)HBb5`+cl zs<;&1HC7)VA89wftyc)0EFR#i?A3dcb9zE9@KHhFEnGSS1^P_aL^NE~Q-XAk-xAt1 zaLSw>lH*kf%)SP(sPg>#1}_)5$?n~`N&7HUH6v&{&7%-d`WL?}?d%dR+VIo_zIF4? z)eE7aNoXSw*L=!zJOv51{odOFRt>NKN}~`PuOsltcAQtCdri6xqP|#6<+><7BCpBv7+qh^V(%}&iTo5PjCqf8+ z=cFbq6uJLHKXu~_05-f{fD<#g&@nO5$G<056HqF*)!VW{YvX^pYLTj0`{*K~RZ*Y^ zP9^gB&EJi%p^ggR@95=vG4liZiY(pKxZ^c2@WA(u@DGRjeDjwfKqmSfhJY-@D!hJO zaSAV;g+SUa!_(}{)0uQo%6!s+<7aCUo8jRj6=#=(Y4EA3868v#pA-PR9X?)YX#RAhgsPMoBst&)%|oG2i2rgjC`~7F<5JE2_+>Z`?Q}G^-X#PoDi~NP}+rHD0Gasj4|E}zODOa zG1W7v5(6qU3FD{)&P-AB6NaJ-3vR?F;)p|5k^QrKd3@V8=KWUe4J2E}C6)>gjP%8h znfY%lhSV3B5onM_%E9E2P$7PNj(hv|Er6Q5)N=%HA);H5?eXv1r$_$h2to>PQ`_1^ z^#bTdKy&x9vwMXgi6$o_8_&Du>?~rt=>7Y6c=hy32)#U}l#iXP@vu5Yy0KbZkenPYU^*iCl(%|p*fRiOp&F?e7nB_CQJO}0E zYH;ph0a#jELPs*&l}^O|9#~5e9NyZEC9Pq6807yTi0%5n9qd#ae`+lU$u9Y)qt zkTdVZNJnoReCrlrNDL}K4h{~y3|(OJ5%S^6chtYe&cC#}LjPKlWg#3me;Su+jVmn6_;@ z)|r%)1X~zg7;tX34-O7CG)zFcv|gMhg^U255C;TdN5lIPwnCdK4z4IVVG^n05>tPH zO0N-;y-f7XkXOt zc%GFZ0N&v!^;|R2o8j$%vjstMe(u~kv`VT1z=^Z7%dXES*E7U;;g+T*Xm=vADVJXo zYUh-Pjm^zS)K7iHk+_-Gg(MMIO>je_5uzkf>;0h~@q=pVHi~Yc5cFi(23!D2Y`!L zG!$|iqh0#a&CAKj>F>V<6hYo=N%h25Elll%&Rbh6KO_soE26J&dPODA7m_`Fn{k?r zK5h>i^(TSiJ%$CwQJ0fs@L}mj)M=qwFn}xfzYd{2Dwo{17?|ETgT&aEs1qQ_^5!3( z5fetr=%gR~N2j<`wOr+o?bxxS$_6ozBInXJwZx=NFSH*mK0`$oTR7Qr8(l+W_xdgU zJBfllU%ZH4@Wg7;uewF}TgrLt$Moavw@{TE=Na$`=~cTk z$tpNXGDh_Xa5(g4Q!!=JS^(I3h$G|S{rmm7`mcI>-9Q{h4;vGZx#NLkuEN}(Je_+R z318>tP)kb)1&G0msPaJmWVy<;Y>z}|CX@U6yKP!rc%~*~N zx0dnlg{X<`4_dE$L@*~0qo=$Q>?p8>=N+^RV)Wqq_iTbi&S{yqwlT-a|DN7XL_%ir zUOH3M*4*p_}<&F-oF}2ZNe-D;a9@AWMoW} zDxr`)arDY~fXv97HxYXrSvi=P_)qx5!U&;OkkI<+J?=cY$D` zWBqsHV7)$NWQ^oLZT6q*!Rnw;2!Kh%s>Co(Iqi5MwHdU=1q;`2S}Dn&8}Dl*lDy)U z0NHrkG7tw1DJ-1b_WdPi&q`3pxJ>M{*FVR#Z~wl13*mGq58JM0sdZ|UL5lg z4-qCQaq*9yT!MnHQRNtTuY50ZrIVJH9{q$DE_doQFYm}iR{U5xx4u6~s~ zxvO(OSuz7!P??_NIOnGumR*w?Og3L53>sZ>{WWKHfXjlaOJ8LhrB=!xx7!>FRWFd5 z#k;*~Xpngdgh{SgkeP?DD*fc|#K$x2*`u7U$nf~_<0~E>zpy2L{%k+Qv9Pj|XpyS{zd~u!;j9hk!_{mAfjb6psd4Ag>OB_ zQF_*zYDKXghP7DmGCGpEGrg?{PG)iIARChgK4OlcnM_fUj!Z|wd;SSo^Od3$MZbKD zi)YV{!M<#khhr7bdMzs|?mL_B%J(y9t47hA95%W>IaYJ^LNrehZyq6%(98aD!wlz0 zdJ31WX^mLELgTpi$+CL2+#F&wu(6&X61FtG9W6y=a6J5S=j7xhy2{_*P9a+pIDy3Z zX?gji$mYLV5I%7Kbx9aRXqAmPe%!?yX4;7Uf^~!@K^6san={20)hOgH44c+}Q?fOU z&18O-nUUcjDQ&RvwGCCkBa6?7v%ab6OR9E&uY`U}o{_|RB745okF)AS8%FA-46qNw za#tpK!e%os6W+_pD~E|y_DyfRKIwI522%;pfPVb+DHG-dynVYDrR!2svaP*6g?1Fg z>Gz&XRQYe!XJ!)I2MNPRA6033f`S1S2#x^Um8pgX+0@ehI0hP;7b+M3O2SVv(+E9B zL9j^8qDQYZDPfD|W2(GYtYw59-esarEdAN zKe#7^k+nF4#x0!EJVmX;aIU#NmV~N1C@5%eQxqNgEQbs>Xad`^c9B2AnG@_yxjt8j z#1JvK)>OKa>%+(hQW`o&#_WyXO&g;7uF612H5~^uXX#=Mj-pdP(gP>d|4yAMXxQ0x z=}dvh9XxoDm1Qm6Gkh>Uk--{lB`}2KUv%f(Yc|FTW?h`g{PQ?oTw zuNqKl>WmEy<381s*&=L!!}0OUO%w#d*~kv2pJ;BfVS76;9-BVof4u;a;}7Su|JS`= zh_YN+Isp(qeDI*>7X4LJHOVDUs;jDUH>9Y-#dSM5zja7=HJ}brR#CyO({b|!%!Xik z)aRGZpZzQ>EP$ZUfgA&j1MG+Ik-e>L_mwq-fgOdT=<%IQmSbRH(e#l@QvdmP_ODx+ zQDwL$tRGKV&b=)-tR~{lojaI0Kn>~{G_LrHzH3qcb>jYS{>k_jhS`(TryoVCXmjad zN=iL)l^6ccz?VBPTX4GXS65dT&>xT*4)O3I>b5z#aBJq3cAhV2Oe=hAS+43PFj5i@1+ z^7>g~wYT`6KmufZemVP@JYx1^FgiSK@`bVxd*0XtA75z}}GNET1_dumj*EY!w}< z(&@rFlJF*HpB-=Ng&9AFywY)OpE>H4fJO{u9WOq6QWplW6zQ?SnpNxF*h@Qx(hCZN z@hzpW1Jaq^LivvM9o+co(md5A2EHq^)%NSBq8vkz^7ZxI`11$I+ahYUMk2YU#bd{gZR526`LqrQTw6oK zO>2@yq9tyQfY`Ug!w-(?1(Hzh$(bLn)UMJFkz@2Tq7J_U_y50t(!c-?)hz7xtl#^6 zrJ&++u(wy=Qj+K5Bs^9u`%X>*I^yE3s=71BB;Qa_SXdiV_;_|M1{Ax<-^r|s3821e zYHE5Z_y|rY8k#$Sp2z4yNz?ZE;Kng4!%>La>(VtyoHmqZdvk8rei3x#~ zM17cQT}a#VnMXSUL#pQ6LmX++9RmXcO-)&_^D*?q`6@K8L--d;b|NC8yp}81uA#^~ z%4b>aYK!n~SkT(qis8{(vH*;b5~9E2v$?T`W3xK~?Gw|%*H~c$Gh3~k9b2bbJGaNs zQKRIz1kfAN3W?gK{``1YLm{YF=eIR3zSz1j{~<7=a8#zAo2i>dpHip0OH#YNv^7bG zzjA+Rkfy!65HD+vPWT&}1XGp=k|xBxBB3!+OyWmy0_(C2z;it_je(uC7Gfbdm}ATums zHbBgrx*AeZKnh7ZxBwnD=xYaSpFy{M9k|Fr35l}W+7C%*XKvKg$kD4l0RX7*d#-#* zzA+{R{X^U0!ooi4ox^YK%9UKJ4%%KTthr%7-<#7J&LDin0ARs*6ME1JJ+L?695rqDGcpm1(rZ-HzT&GAMA(<@_3C2R`tMHV@&`g0#yxX>;= z)=F(wWE{^jnSJXP$wv6o_Y)Gb zXHP1BP{CvP;+>YAO_J%k*l>$q{?;0%O|}(PbrS(iiFpM0boLhz*N73vs^?gcn!&$c zJx562BcN%r-$}_8S#-LL1=}1-`=8kqn^9~E0miRo)?sxf&eZr~uO<-*W!Im=Kb#8N z5Q7QUA^CGiq%IT_YUCP@!N*oan^ffFH@}K~su*%E zqyNwqC3Ds(eA_EIgwgIzH8 z;lm4;Zhg6dwHeqVzJSt7n-3|d-f?;sU=S1sYr9H$FOf=nAKOnTWhTG+HDdZqI3?P? z-f8EjhT6e*y1r@^!D|>%Ep$>_bDOCc*!$=J`LB#z>uE*uQxKn|XC2GW&)?$s8?AOh zmSsnlEK-}V$8#{WCN`}l$yg)w6vj~(WbXu)H8=bDPVx4i$L!B{5nbV2xc24B(WB2X zYDwJA#)kRkipQ1b+)j_pi}1NEGk0lkG&Py*QKg2}?OVSKki>r~P(fTbY6i!q;z@RP z_DJA2vf|}{cDuWYg15Y=lW}5b4q*a`Eq!OS-9vlzrt-5s-zq=n%ZvWR(lOoCg}DZ% z;|ASmBRY6clbD$J#QQDaHyXE4eF|pw5S0xnsn6WleSPgFO%rP2sfk@=WHP?1k4qk^ z)NCUx8YSug9Gf$4VVpOuKBM5K5^u&nrGNeA&E1z0AKqbl0F$WsPW|p;4p?znKch-G z?0lvD%5iJtFbRqeUBaq*h~TtM|E%|$Pd;C)JxJMY0x1dt0 z--PbbzCgJPh@e-8uUAI80ZnMjT|NfTll$n;ZHo_{Z?0?K>xO4uzy* z8F7jrpI-tO4%2DhKP~yld+XBjw&w1M4$LMNndYZ0K<$2|DSD>XlF|Ax%D+ zV}2@Q@J?z}L^n?*2K!nowzrZzcjtGuyjy<$Cda5--`zq-<^G|Ar=L)2Ui;t@GE(Yj zI1B>uxemvHlu?48+h31TpO+%7g_0KRhOCrBijEvJ=7iJui)j@{U}<%=Sp(^fBlESr z7H#nydM`;o!xvE?qj_ZF2oChC>=Q8@FO0ZTOlrMA7FE|`VLoIR*@sdUiTfL?tZau7 zSr7ht_Ps{?>G?U|H=<89Vr$j!0R#nU#E@iB6*%+!xi{(3kECQ;b~B2j)4cESm$ID$ zr;%NVMt@^C5h(RW-4v>fXby$^_i*Liw}+P~AZv*V^NI$Fmu17s@lJJOE>IJ>7yYCV=BI zaIvboksLAcx(um>I%Tn-FuOLk2@!_Q^(hocqd&Lp^@c`k;gOT0BQ1qF!DzFJbHUnF zl#c964W=B$1@{RG31M7V1?A1Yw(S}sdxueW^w-q4aQg2Zg(pvOUfwQEl+iTbwj*NS zICOL0yq2Is*RyMv74FcpqS52=ib^{7e8mwd1}&Wh5Bm_{1Z(~HqeMY$-FH|x8gph1ecwv^3k7trx1w>B(4LJ-%}taCe}53 z`rZc9i*kzV)9~p6h#GtE>x3Zu2~&Y|sZYT1dumq7!)x5%h0E^l6>Zx( zIq2w!q|-$(cTtAo3Lo>i2DaleFE|Av9-12$4zb4^Px0UM+GQO;Nkh4P`}PGvf$PBk zVODZ_uka|}QQy1IpZf!*9Dkz6p!JeE<4JU(bp1^BL%p>ucV$h@T|qRv{gFBA9bWi6 zVUT=W$6y204vecyn443X>^7%0%vDMa3h7fy%vVv#dFhxT%yoCXKJezv<$Ze(=eNCm zyIdR>bRk9hvZc8>>u{h70VtLmn;=VA1-pTHcX~#KHS#>3uc~aVCgB**o^6kb>NnZ* z1?A-}4#eW*wUE_lm>jv&H}WzoX}7D-T7!ojLxMsHOM4 z4}fK@mZP|JEG#TAi@M+G@J>w+;uP2Z{(j~F^uAUM6mvYys=$}EvPvh{vM@KVL07;* z)Im%-3;g;Ycp&~5y+AW~>(8Sg3rlCI_duF@dkJ`c{GB_nxg16ect(9(i;SDy3NRlt zd%-o9AR1+|>aRoKjn%D;7AX3;;vp*qk|aGF!cM@>Qs3vDCpkv zL2WYbpgRTe&$l*@NJ`Rsp9Am5qoqC|G?Yx?+-}0pY*N%h<;JK^Q{KYiLpeO29>TH2 zb4;A@M>TSA$t!2PVR&mF4xEfnE*?7e?FizO=qjkj$)lCtv3pj;x>lX= zTi@cn^B6^UO_CPB_&R~zB(c9E{P+K-U;1Bv0gOX}NSJ@r)(EO7sKiGKvED2(+2`9;5DllKeYDyH@L4BV@`xA?pAIq~Hc_<{xp>R~>EZ_0K^K6T;&t9F<`zbpW5Li^O_wYAvC z@83sD&#U_tsF}udtB_O+MSA`!da|3q!$>|NZC#6;4}5;o-`~MudU|1Cx8T;s^ijAC z>z|x+F{s#0M&$Ia@IL=Zj=9gyXWkJ%?2D!UYIs80WkMDBER=_WPs#qY^!6SK(TCvG z)*I0WACIHw|Juw-S$T&C=>du32y+y_ttlVEXVbuz`|I6Tj#@1Q^CDW#xI^|Q z%8Btv4_MYZIJzV{8Hmn}=2>jt5sxNm+n;$bz2d5|WFUHKp$%#k)z8>@)7RdpUmSt$ zpl^AZ(iNG&{aUVh1W$7{G*YgiZBJ_0FFrb78W%cBEu+Yg8Gfdi6(G-uT5~SC6{lr? zK*r=GE|cS4I{-3AHy4PG5~m3UeFV3l_`_8v?mF3zotPp&ktD1Uj!>B31V+*eS6K1WFEG#9yLOsK*NN`8hmc8t zLX~`?ZI&s@EwsEEXFlLL94YjUUO}7L`p`5?CLa(heDGewQn!H+ModgEZVR(;*-xER z_deKSz~g@0Jka!f#=?{Ybv>=%FF%!9?0*y+O0%jnfVwz}+ zVdtW1E!<;^fIYKDu1K2SzMP}`@YX$=mb3VsR@6~n9#`A>DQ1Sfdqwg~F@a3m7CQs; zF%x>GR|+YpsMPpa=BpLIEm{Ith2C8CBNoDuZ0~6Pi8>7ay@=||`aHq4J8uC2B7#Af zanGIx&y&ykR$uY+nEbMg)&~)au3y05Q7aV8q6`HFS#78S_L_-jefjbQ-9_~MJaZZB^_EDM zK<@P|jM%O5_*UaSW1!tjU(lQjK>UD3)njaNfSAaLT8-kVaU1Kf{CvC#I`3KV&_$+Z zXWwH0t+uw~jk?>pnqXBTIzY%vC2K_H$I{>8v zMg15R0dcApDeDp;r0GND)7YuF%?mZz+yVD^0-O|4eDXUBXr=@sE~L+Km8GC z;A=+%lRGv!z>YbGscryZHNy2qi-t!;91=~~_lJP2?NPgjvjB;tm{NjiO{0+jjIL`2T#YoI)=zbB>LmJBW4! zVFn@+`m;k;3lWOm%K~M3Bz*8AyW6|pe4-8u?|^v)*;%>zHe~h$o?y@9TJ&D+ZVQl_ zny7bHDyKH)j6ZDXZo{=1@l`Hc&YsU>7VBP`UmV%3TKsyQnPB~l?f~~wm{&4q15&z` zegukaVhYAa8Ao$V+2f+7kGUZIz-Kp(cRkXi+c$AClA&#h`2Z#P;MsFQuj2$Ux3S_L ze9Bzg$+l2i1jnPR`o`I7O)@E9MAzM2l0?#3@c46pPe`yiXF~UiJs5fJ&uPZ#yPyPk z7@T~bOIGU`Ag~Dcwkf%8J=b8<+d53Aw#>?KVV@-Pgdg|hb*Ul<=_DQ)Aq-z9@Xluk zBJ8C=tgv0z&~~jMtyf$&3Us+i4}uaHW9X@cQTHtF3)Wp6MO3j#radoE?)*n-`|j-v z=?>z{ukc~MKiZ{N=`P%pb;~X~ZKdAkc^TX(>+_(`JDa1j-*c8lxuo&Ygu=u1Ta*&S z8#=faqqJk&7w;6J-?W3H{AdLrfbhdyJM?Wa|Bo+6xA1lr(E3;EnbyqGx2QRzc@_7H zfi-iFe-~m%3xs<}#3Taj1NGhBiFxg0%{5&~a#sW%Vg(F0DXc47HTji9os- z-NHzHD5mMC*(R>&+>eeCLJyJIME9gbt2p_~+c`PYXfxO{?&gTGtZ>k`)uU%%2;N4? z8(>Nvk^$C`wyU71*gXuXcODRy>Mv1ue`8=x-3-0g^eS3cL*;JkJxo6&O&Z&MXg{~ByUt(;=$X6;3>!$C|!N* zeBo}*4&mgl7&OGxgE`AWvyp$ee$A6i4v9%7mOcLd{l>k$W3**XeYxrKNBU~L-1JA^ zmHSFH`IH@H-dwRxistOYk<%7@S~2(UUwJ&_()>3chsly zb{48pjSSte*6Sis`k``-rPCNxtCI+lU&6~(I+tmHrL@1y0_@Q5!UwH<~ zg%$(NhL`67l~FN{d(x>VXKPnN;YKf@pAqy`IkuLXQ#3QYP4$rV7pXH=h-)!~wbUyz zXG{5DeysfR?hUT7W0%?wgiKYPaJ z?0?{Ww&y&+zp@5|a;7l3>v||G+fo#c^x&|`7rGtK97#&sA*YfNxw0p!B#7qyh4pQQ zIE+6DUYK1>iLOtVj}I5(CQc0|V^Pq1M^$Q!hOhp%s4$}K{j4+&ACFYJCYE>@*C;sI ziq*RlDd@!q>uV%EP6k#iF(Q6mP?26RyCh!qn%W(~Nd>=Wf%{r|P@FfqUsR1##$#LZ z&i(q>oIo#VHL5$L5v`AbA%^W@{=o5Lg00jmrTnxVgTArKdp>4fFv3LWb2ZQ61|)PY z-@P>WIK7pelG4!DYAbjdIlz76b1wq6-`Y}m&ObyypQSqahz1WTa)IXp;#T&|V9veb z_IHd`uvZ5P7-I?sa&IMf_c{3-r(Q<<0DMB;D1zN58IwCn%J(c|re8;P^3KxEXx_XD z1zFCY=&n2xxfS&j3~Bv@pPnbx$G~5?W2%~>tRtBsd8%%nXfaaY^Za~?PD>}}jTRi- z&V#ORM6UYmyvtL7yu^+vuDh)2tEh~f2)oRcw3nU>7uGpm5SSQ>Zbg@`-T7o1-Yor| zOEqo}p2~y+EI>abq*TA+=sj0^lee>nU+6en?-8#{AF8;^2>h|Oo~Lm|JiNT6Zp%wc zd!D}E)z%`gQ}+1%juHN``-s%KMhR8LHd4%wO==S}qRyW+o=})OC-MM9E`qw zn`yucT-QuL99sFT%Ok)*9hC&P1rF#Yb-aR^*DWpI=d*6u5g9F2=!t|KB9Z zmb>oM-mN`y9jsEGksdSKNbQUlpex&EoNw*{AQRe%?3N%A0+DGcTt50Ca?!@EpWk-J z?$t&&zr8pr)ZpfjxR9Kj`J66+sq6Ui;PVXwkzDyTE_Jrv*Hxb!&U;H1T^1a9e04(c zKw!0rf4Ddy7G_`5ix4M2|6nGKe?p=B;QKO@+Ua}Er4*vnLiJuhNEGZR8p8(PNM8D2 zS{p`rguOTR$&+o$-Z7@gj{NT*yAWZ~xHbH=70&|~d+T|ay7ASGG|1~jOss1dCXA&6 zgJ&=7KF2!Wj>+1FyVxxsf#o|+VN`FSGwCZb{2R|g=VW!kGB}2D@^C`dA#hX>`zxJG z7!zvhs-C?#=Q?UYs6zzOy+WMn|yCz*T|3#FdKnYa6`5cx~qu$Ebn7TBCIyU9YD7)Aw zudBS*#nyAROd8o3Wv|t-tB~BMv7mk&hfcO|By_w#%yT{b4=~J|v7QM=H^2LwZ|5^7 zA*q%YA1F6s1yM|yD3pK39Y&wvn;&aVF{zXiFE4g@4_W}6mtO0=e8)KW>{^M2b647p zp$9E3Ew|aEJF@TVpaOyZm5J}q#zx!>-r*9JNWx7P=NUYi62g*nu1&miM-PfO{b>ko z?sa^%;~VWAkj9H&sEatg9oo2h6d)Vs?e*2Kc+1|DE#?0%h9NFjr7Dvqc%+?S3u$1DEVvqwK|1 z;w|5mHBpD6$y~OH-;OyKs%@c>n8lQPO=@0Dk{%xUUi=nPSXp_Wc3uG9U|gi@b#fDJ z!uZmlBGCmTZP-4{k<#Huy_Om)K7(!dV_`uf%#->kqkbU*M7~cS0@2NzH&rLl;m~DL z5>D?%vYUn5{(?zX;>=@C=~}56pEJjR*7B(-^RSiWpHvSg>QtLD=}0hJnqO1>sXtHz z9vz!0Q1IsR%olsYsTEg`t#LhhHK7ow86YHiahTo=k3+Zb+28j(IQzPefyC*);`I&B zm`if$7beCAn#kz|xb{oLgPI~R%CZQeZvN;EPw?PNmHR)WUx8#KhR=SV_Gbg*P)}-@ zKiPN~*gD_5m%9Bog;7H2hby_4)^*H~6jCE;$dIvY6Psj%}Jdz^0(pk?}5Fg|wWM6$^*Qw;|+#;_ZOqSWs4g zM!&D%{w3kJ?r!J|=1so4WJ%SJ=Nd6Q*;IT7Egp=nm6Tj=)i@6~FY|nOX6UY+Ye124 zad7%V`$$ypK~K7W?$fE2r|>rS%?;%JgdkrlLZ7)xCGo*KqBD(*O)2wbPo4Lpsu zh$n+rT&f77&^M|i50aF+r402uOTHl?h zgpy>Dj1UZ)Mj3qwV;6Rx?Zvuo`gWT4c;pL?a;)O8*B7?Wtu}h41DnTU-QmMC*MK#B zhmf5``LH;5plu8qP@J1_B*^bzkza^f2!=UV1q5H+p@aT;cFRU(Go*ZBGqyCDD5ot{ zuZ7wH(YW1d@TB%Uc&{8cf;Ns*HV;^GT_=$FL{2@w?q^hcBRa}1>BzNW=i}}^jnp7+ zQ0>}98*{73kLcU4)U6HmdNro7)dvd^<;ypnHRW{)GV773wDTgmk|%0-NbUfOjG$_K zZf(i#8{d|8BRtlHiFV(0QNQF3K`^290u8Aj|a z5=?p`Ua+MjUVX9m-mcbgV9!yn#c<8Y=82hVB(Z)dHS+^kfL`zp00+E0T8kp>l|U2? zS*Cl&;>~O!;qsX8S+V<&&1uoZhJ{Q%K8L4LI(yK#@ZL+$;&Z4Q+f>Z=W@S+R%13h6 z5O6EdB{Ez<3Wn*C=V6u7CK7qxfvVBfL9W~^lvK>l?yz#g2TA&bl?94WwHRA5MXAus zq(qs{gY-^&kMwlsLDj|eSzAfi2o&UVFK;?X(oSS_cUiQqFTA1#J!HDk=IINNCuliB z^|tFv*RyUMfj3@nIaNaBUfG^I^v>6B>>x%t9Q=4}ZbVmW*k5l?Pid%(@=JR^jHy}0 zu;hHE0~TFX3?4zLMEOw(s)LccZ~Lo-nA9KJE>7|UDVMqgu?y=H`l#EN^8;uTnwUaH zV-@|pz1l~z>u->>lxVtdd(oygh8}y)PhGOzyPLgZ-L5>kj5pQstOu~7%fnRPNim*I zBng5MvaTXcG5hOPDes|vS81Ygh8TK#@FFoZ)k;SGQFSI`run~Txp>MU%8&*ch{N{W z(a@2*Gd?iZ($J^^4|Mkw8e_cn7T0WZPNo`sDq)Q2=DuD`p;cF^GV5s{iuM5 zEA}cP8;-Tk^}y-8Gg>QDl*DBE6)hVHU)Z$iqHZT8$z3I9UqWoie(Ep7+_Fd=_#bRRc@W=tlt^;Zwi< zgmKTJ#Sid25kKz39Ra~f?wP?~KXww@3G7BrXl=loG&;ro-|r@5nORv`Q4ty?0$!UN zKTg_*TxA4?TfCF-QG6$zoeRrf$)Q&G|Ls>sBS^h{#bhsKzgn2K2}4WdxM zIly# zHJ3%~i6Nx^6ciLc78hS9h(3II&H=e&Yy=Dk_MJ?T7l^F;280~?Ke9lnflglY_+~K->EY4ebBF8)cpUSxQiiS4Jlx!l z0DdhOR#wgH1dxNY=HcNB#&a_gc5fZTkddE;-2*vL>uUgxBwRLD7fqjFmbT#O^BFep z!9-ohHJqZ`v&Y67UJKa3cT%tu?%bi_H|}f#fRz<4BUIUU>KV?-On-?{ULJO+9VO8u zfrbLeYQ#%IQj9WB;4U&%5gs}OF~?Q5cXyW<_s+0&3dg$|CxP=o-dUbM-3Ib|w_-7;dRBt>@FRehkt?ABYZZ+?II$RP z2@EcRWP1?m*^bnssSW-6v>*j`3cG}%f;zU|FcZ?~ynkpK>o?g*ArTUoGmr)j+|D%6 zR=Bu_hK5Uye^P-*D|_E$9Yh7zM?-f2Mu334uLn?r+dE*zYT;U2{OFNqw4_JhL{<*X?ToT5Bo>qVc%=+aR^T1-QAj%hA!}VzKwVC& z*p4a!9SIah$EjjG(JwoD_H19d|JG(J+;H+Nz7g_g5z~M|=x5X4e|UDSQ|q+Z7|$#x zZcJzKPAsoOzZw)-XW z?ILG=+@R6bu2EyvI6JgWtg7gUNvK%e(RYme$b5W(|5q&Y)Z5(ws(DRiwr^BdION=O z%V#HC|AlkzCwM3EGJG<71`m{wkPzf-6tooKS21D+yOfY!P*Biae29_2`g=;%aT75H z;M7-D$*d`%OQ>#*XgVcZ3VSQ@lYQ8&wxxjTdA=xHqaEqqM>kuG620C*Ul=dW&>1nt zRRKYq(Iq)Gl~YP7DOX3bBb3J}H1x#Um8ZW%dse#z4qggs<_~X!>+NxoJ=A=lmMrg8 z_VD3p)UEJxS_Gah`^>Vq0AYxPYNg4j#PUoe1KHXF|BfO&`teR2))6~asW(+0^3od~ zfD^9DwQJW1ZUP#Q&Uw-nC`)FE%uG)5_F&#;T1kqjUW$N9Maf&`NTKpiW=h)`=w{G^ zGs?a&#uLRE_1Nq_Aq2);n%Y$GyQrq>s2jUD3P#6)mRthtQ+-+<@djPr7)9tT)cX?! zs?nP{*rEFRt|;ZNLbTIfQ&geLxknHUC4!25bqg7KlXEJPr9)>J!zTKYR_Uy6n;HSj zjBm182dD05{|_Ad)>H)ikv$g(j|Itz{6esWBMM=d(Wd(FiN>Tl@4~6<3#gwO{Cm^ zG9{_uFkjho#HqG|J7`h4d0e%K(_OU0wtD;7+siA=qxe)#$8()fUiBBDkIcp7<$dvB zO!uCT3+=Q*Hn9FxFt8Yn;QTV1E?{*cMhTHCXr&kWL{#`zI6Xs1)f#>u-V==%*sp8V z_E7(|EjCh^eQz56Pjah~Ib zMmmi?P?w24+q2l3uk^lF8pe>;7oi=SMW0kvHAn-x#q9wIOW+ zIg)(?2ovx2vCJdLXwu)I9ufrWHtYl7-fVo^@~i9qs2EY-fS8owSnL@|Pf+88n20in zMP&lWF@1ba$w(ZydeVUT)rbdXsA}kgLDSFBF=-Mb^NH&mcF4^ueNSe?jAiJ-eHA(->q6z(W^utrUVEk4+cMSAHsU#`k*!BI$uLg%4W`>R((-7!ge z#qh|=mjEJT+$_cng8Iz)Q~&cqrf&=(nbr|Oha|~b?b>Ntee=6EwWLU?#hK^rfMQe% zX?HZ&B4W`O3&va@>2|hAT|Q3ddOEeXL`3!u8QW!G+(zD}+0N&TL}X7AID7H2Z~9 z3bvoJYt{+66?!v*FO@BF(i1j$pIQ5>)P|3;a%V_DLTmBp&3i}SBB2Wsl9GlSdCzca z7QOW3YYxKhG!t@zE?K;!%&CEVZx8Bhx*0e@XstciGxOB%w}*Qlz>Wu&Z<{#GHg<;7 z3oaq8%rWe2;vS~GtdBD3*p8RCa4^DFu~ls+(h)ImNE*2X0!ytCc#-hEFSCu9$*1}8 zsUw-K3GT1g0ds>{uvZP~EO#l$0uzRS)aE})&Xd(O+O~nXK+x3SWPvdL&T1K;fV*JK zObN3W4M3!p2|~4L*hUQjb_B@FJBxI`bCY1% zcic;H(5!5y3JVEiKM(U;{bo$t!uid^hkk-izd_ou8=x?>e`Hg#VRO0m2Ms;~98b6M z?LGf!WsKmdY~-LvO1%$ULM1gZzMCre9sqMo*9S46=@Q5pC{s`wx1sc!NJ7sc{a#kc zS@;2mr>X4>AxqU`-il^9bbL+nCDQ8{o(X|SF@%3))GCyLR{Y>mfeuJAIhh-3Uoqf@ zbVj3*D*-Y9oT2HaK*;r|Y|>3~%Ou#iXF&~-Y8NuE$kjdlXg)I-j}Fu()5soF;R0!_ zse~<6w{m4UB>i}#7;`Gcrfy_E^HTs}PBncHVv6UVSK51G!a*8^0ms`k+;N+^WE^;Bfo7DlsU54R^f-Gdi1>S7H0!l5~dGdrThfENm#5Gy(Y9Aq=9(dIqEc!V>#| zh-HvFk0S@-*SVKgO0Zf&uL?O@az-VOmi`lu-;xJ-cqXu{JBrnM2&uj+ViC5vX`3Hn zCKfr%yuKFMu3fKfmoeKA=X(ic`58G=*ck9+=_qD*41O#sBJ#GSg&*hF>N-sYf3*fw zlzMu4NO_y2zXxdT8A^=4bTWWw1LWwp|I~*bUrJ#`1`GMe26m_sBUf6#cg=R?!ES_= zfq{<>19K1Av<580PNmkr#dtmyc}b$^X~Nj^)izXh0wm~DEx%{7=^SBFqLH)$U1k`25kI%hCDVtwLI7HS@VI z8m)FyuWo>0TO{Yv(e`#-XL{CCm%35>8>JRUu7Gn_0$K{jC=gD~Tmy)ou?~y+l3EK9 zw5HqQDU$O+WW!lzGxs|a7{)!gc?%W zI&2RgWVy6a1ibZsUzBkN+!sH89H3ZlmUhS@Kcv&@3Itw(4jfXpWmM_hmpJS^NMpt9 z;iS>1zLS_ZeE~=i+|y}o&^Kh<;vqDgk>QD5b&3owLB|Tk%e?h z1TeIbOQPrhtj-dW@*(hLVt8Ng_srrX(rYz~>FMbZT^fENx~M}Lp{zU^+8P>q*DIR; zD$lmSU0MvwSi;_=jljr*Hc@5C-1ThaGYAlOb0n=$j%ujR!Be&SQT-JjU7E?Tjs(Cr z!iQ913#@9@9chpr8Wvj&rG2cg0yGj~tkxQGl-40$@DzzZbS38WFZ>sBz&uh`nz{*p zMb%?B3xN%U(Knh~8--@a@%j1ss;&dhU+$-)XzOyo{kDlT=1OR%FwpCX$JAe&x3sPK ztCGy8b0NHq8P@r+3m>XVg?QrQA(tXZ4T=hbG${5CZ20@Eups2O z&rcCNJoG$qJM&uid3Oi%FbW0g2!0DDkAF1cqkogclBX=Ape~mqou8ay7*ZXkGlR-8 z668wl2RwQ!r%#6L{_)oG0}EgLpX-)E?T`{Axg`B*pZm^oHHsIvHvE3%2Jt6_o!m<) zeA_=O{2?iBq^@lI<{^Ffa9-+}1BnlQiHVDMyPYx1z0{t!r8TFo+kOutg>?@e^;@r~ zyZ)}fKaVl{MDp;^kfTVA-|r{8?`LOx{p!@oB%{qsex-NMM&z5K&k7~avg+$Cw#;t&3qhoa(J|p_S<%NaclpBsz_0DdtF5-M; z-yM>fo!xBu4NygX3`9IWfBMq3M}j217bk*Cn92y@HUmiMAe(-`!vi8Bk_VnXSOEq# zUwL!WU7_=Z@-;&vqdX!vVY>PFa2RYp~4c;?Nl1?S;E?*)(vMNlQ!1SsH~onT}e$^1w-z(L>icI=_ZGJJ;ZAHuGCy)3#AT zv&+Tg6rVWU%C2Vqilf%mI$!309YnM;c}7h=Jw>}BSZ7%m({z!3emdvtB^g1~fE?Lh>wNoQnx;mO|{M$R}b=oD4 zn>1dXP@ce@C<-2srw(sqkH5I)6BE=zKg>~FA}lo;Cul$HBUzH=clKp{;VB%$??xE{xptuaf(AZ zbppkdVY~mR+p`fITZ!aEq`RG+otF!dc>w?Cp3yj2KYc|;=PJ0*k<|_;5%Ti#64r+T zy$&wW4vki%kY<;a85~RkZ_9C%A$cY8EPuEAf%cA$Un0aCgTVPL_UDFl+(V&zJbDAE z^v0Uye_TT>7@xV%RA4h`qK$V9WWYI}k%`H^rq0gb>{(b*d*+qH3g#!*uA(PTqyR1; zAv@}?;A8T~14(JrRZJb~BWfVoxSo0q*_y1ZY{Gip-G?*D){EFqMin5lpXvs(V%QDy zVdqGJ1zl}b$pe=i9Q5A&OzQut_6uifvyO|oRsCy6;lLp*T=3}8CuD{xx|*L^pi?u1g{g~NGREQ(>>GT36^bCwGkn@0 zcjQPv3{>j+PXA5PJYk7h8{XbEBIs~V07-?-fSqr4(bn}*IPz3f7_#b%YEz&QgVd{x zo-hSIywA%OtAN_fwzPZ_o z`Wq4*M6fsoDVtUr+1GE>Qd91JM3h;oq2b_A1d|hR=4)996AVP9q~2XPg-%yuS4Km6 zBY&RA7UmeSJ@;B%oK!c%=0QFVQ)O8g%f8lzwhCE`u9lWT$>G>PJLc^nt`{MA%Mt9M zqS=M}5p^H28B`#JKh=Hqxkfh%1BD2HXEu(izod#JrKM5g=&=_=h!#(tLYn_cfyG%@ zR~OQ#S0C@BW*x3uS^DuqcZK7|fr}$G{r-b&3$tN8b)X(A6~|2(W_F0VUXR|?O)i+K ztplH^SID(agkL~5^$m;W39d8mNY`1}LKGtRiD_r#78W9bv|TxUmzmcj23fb~(x5=EF5B2yIJmsp9%vO>DfQg!UO&FM2|&KMc>qilFTJX}-wVQ^63ux(Bq zz$W`=|L;fprVSjHmfnI7c))kKke$Ux!`OPEbR z$A5oGfeY?v^wodUn&49>lSv{z4v<8deTz)p9P5O8vlD7Uq}nttp5L4fS7aGiT}aygXPTD zeEJ;=^%UtjAq{TRpgh`P>vJ51Q3jg=taMWI&Uv5HwNp69nm`8~?hrHr-k6I`Kz~gF z%jci3cVz8*`TV%@Pmfn&m%jgMH|)(KtdYNZv!0K(`1`ZBtNicy&ul|6=73`1IInL! z5DKYh(qU3z#CQow5j>Qa3N<$O@IIlqE>ot}t3}Kx_&cHh#s9h-fIy%X(m+keQWPBh z(9FLJr{eW?t_RZP=kG6jCl`*QsVgEdGnwpxMJsLxn(*X=XVuO6ELGVW}K!lY& zM9$;;H*W^8g^28q6AS=C2vo|xb!d`scqkxU6yqM)Z)6w~fyEa=T;t3R4-IYWCvqeh z?bi|d0?!fWKU=E~0QIUZt87PR5VF@(;X}w@iwlR8;YG9z>H|_{HE*EBn^Z(9e-RA_ z?z68O@e%XMAV3L$0Qef^*p22~3$i>l@8vTzzw9vJJ^7;Mph zMJ(PB?q4DF5WZ;nCabe`A;ol(Yb7Zel`hLjd)aA&8@07WL}>UmB zb$N%bMrET{xJ2iCE8KrOgz(`A!K2}VRzrw;)P%RRh>!;B8yF;~1H)>- zuP7s27|jD2(gnF!uU}h(Dh8+p{bYh$_{!CN?DD5c5}Rhg9v}7gE~rJmw{7gU>_-ws z7%YnGL8wm4IX%3;7(Yot+l7dXwVa%#C%#RdLE1D9AO3Yyb1QO9dQ&aNT zN%bO%l{qDQ^*!COCUcd9!zCXb&#M@E-A=UMT^~N73mre47DB^g|*z6gmmxTs$+Sx0s_v?GA8YSRX+Wu!71WbRi|rUb&*^S*a|bEJKRosOO8q4hf>Gu^mc%hxBH&H)OlY@jSJ*pcLvOvIPI z!~Rk#i>^-%1c!G$ZUi}dwYf-vyHU~9)ReopLgG=H%N5P|>4aEC8HK$K6E7#h#Z4?H>jt&CS4rqmou~;yWS5}vT8%FM6|E85FDXC2`NHK4J zB6Tmy^D++vuNFu75{j{=Oy;t3rlm*@d2{xqZgK zr6%aEhPLyqzzPP|Rk(V!(I#c!mVHZRZj73soI*TICH`>Wmp|)v| z{j!Z|Hi$z6CTMitm-R7`@rr8X<>&B@td;KK1jG~q;KXtjU9#Vmg&FjtjlR& zKhw2zi%&j9kmsXf*`d>$U;6~-TsJ&;{f7|u){MJ%wb?xu%mn(8O6N~n=@-;{qoS=( zk7E4uZlbVyQA8HK;JE1lHlH*)qtJ%8!`)j-xzL6}i};Huq@u3bCnMNhU zoBQ?q_gkPM$@+>4KCbi<^H{8V`{`oE)mg(MSAy-M^DF5ukc^s0aCFATmr8bpO`IjS zKszui73ttVgL!#UX1aM@!}{|QV^#MixMS#8nBpo#c&DE76sFL{Z`I~G(S(P-_|-(j zNvv1{@mG5K-`8!xbLDtFeFG?zXr7`2Zfiw0n>{~WJlB8VbNbf?d>wmA$2%t++|CO? zgp3D}t&0=R?nu1}1yh<6_V=XBKG?_bcYO8cO?2gB(&f?-Og2AS5boqv<;G)(0n5ACe&1?# zY@j~n9dNzvI`ucw#dh7+kY!2>KFhV={QmW;Kb|e*kl#*Xxn20JWsb|=0xo}h>+_w$ z0v!6WZh+W2)FiiV6&juT;i}@(nS@6X#xyQ-4#B-nMlwxYKcT;g>JqGhf~o&^Qy%`F zSXTJ5@$TU1QDJPXe~&>dk2EO_Jcy`XVO*D2=W{ybDI_=1Nj_|u}fSejHkA-6bR;jL))bKPBN zk#O7+fsWRBml`U>Ff)_APxfqu(g(5m?Z?(d#Z_jdZ}{@iEq%(0jur~-S3k3&eMKr3 zmNYeOBMS&Je_*Nd^ScoJqNMmIuaADvxvmC6zkOaXeokC#_7?{KMh_doaG`;9HGKE1 z)0C#-*$65xRR1}rqrjRk%5o)%DOtCdy?cwekN#zb?{!M~Up~J#EtF#zE**ZRcwO zw>!0pojeA$n_sZ^GL<^un$4JJ*QH()gfK0KsDXHqx&z*m%f0I{N8{mp`yrm5D8%h; ztaMi`sh7F3AAh(A7#8%`*?nZrbw)(UeE-_Bj$JE0a&U6)0&IbdNG{F~g?tzREqRaHikt0I?#XK?i73w#Fd7l5G6A=0L&rz(}wXi?u zm1&ub0}#+Sp~nNvj~g3$ITrM!L^!-gAQa+=Ev?!^!*qiOe!Z%nMXfWAHK!07n{mczNaRD`r8=z6)PJwo~0ZzLuJUZ}w z@>d`+lPT>5NNUDJ@^cd5j}J(~Jz8O=0)_#Tl)p^dk$?Ve?e*)$Vv$gL_GCn$O`>qc z;7LyI!^BcyI&dS{b*0}7&M>st&(ZGyJuEZB;+zs^3bn{sIIjPqr42>Q&yEN%s4zvY zavamKXHt(`W82x_^mUu@zpk;%DmXzxvJyf}>a=5~Q_(3hj|&euXrrP>MOReG}sej<#b*j+7ne zQ{s)mP$q6gq*LFzbvz_Q<#ydH%Y-Mw#(Qzm-Q3-Y1EdLj6^@+>rHsvXkT?erQagOB z3bTV48*n8DmR{aI3T^9(t{gy07~4EjSrG#C-I zJ;3mDO8kvcG9J*oX)cLYVjsQ(g08X;`bQ(NxWUKh6AZ^z^H6Qrl?Yz^yykxTS#=Sz zAF$Fl{i;Yq`{PW``zD$|E#b#-3mf^}Y{)lJh*H1FMevu9IQ ztCysu*~6QqqHzElK!=BK66TkZl18pZ@;3MFahD3w&DCOBRW*KjcosrGuTwv!`8zyW zG<=<7M72W@--z9Q;%;_!Nc=6*jXArvU^R208_S-LGc#&E#T;klkgQp5b01G=%(<2E z=_QuN#>kC4mzXH2h}p>h>dq4(#PSBKC=@#Dh?uXi7=RVuK6b_}+?8Luz1SB43kJJ) zBMD|H#eW9#@*9Q@6PqKZfj5$!9-oJ<8}AAZ83KQpSdVeCRmD4J_vb;;x<_rzs);6K zKZO-?DYF@^qC3?Dy>H_VY(JlNeNc&MIZBR+yOTx=q1|y9!}b2rnI?ue2B&wqIfVO+ zOs{TMB|cJW9t0%#yf%WfSKZD|_?j3!I$Lh&{0bA(Yka3v##zPi{1Hw>vF!^s7DH4oy8;W!RjuO&HBeBL^-NArn+Rk1yh5TbSA|`<`0>CQr~@aW z)H)Lw${FdeZez_RhV$U!9xT=-X)2iR^6L}*CU;fU>ykwcz{H1cP+6XCftsb8l`vjR zEIpvDz=W`!Bt3j)G{!<$(60CdF3vXlEpgW8G^xAyY`WFFzR0P;CJKQ-tc6@m3Jtzf zfDir|PqIu~-I}9(w@%NzduMRda?MnsjILi**nwcQ^j(CtI13N1N3FyS#|>L5$(vn8 zq;Do&xia(iEkd4oKqFn>(-an)Exvk7LL@2AYpKVA=uQVp{rm>~6;e}X0E@_}qd$z| z*{Z2Yy!SCB<=rgzFoOFiErv}!0yF@~tlX(=9KOI}55@>8vFz2!OLP|}Cz+dEN%R8M zwD^Z|R1LE?6XKAfKnD?LT#v2@EJV*k^GmVN_`Io{DZ=lx?LVOHSmnx#C@DG%27^hcw^ekL0C9pqRS}pqVk`8L<1e6HjF8;$Q%JoHIX`T zUUe7oxotRsy3OO%m6!nmCUu-Jp*LZ8GEgSvJ?M5L4u-@!X>ZIKQn!L+SA$};RKjW^ z;sz&)QkjtiW&f){2h1F?^F!v;rZa;)U#r7tqY$Vy62r!oa7-^ug59YfZI*E{HDbCd zsiN017=Bg+3RernX5A z#UJymAD6%5KB1MU2s=FQE=!z5f%}7yUZKxLLTKe~fpw2d1UoW4P|ErIMzO-|BLV#; zh7X#MxaXim^w04`L_~0H>9hbF#$X6ORLk(yJodhui$Qd>x~u%7nbbD#e>O5Ynsw)a z@BaN4b{EfHm({;vWDA!sCOC+W#7{rix?3&rEvkp0jFt9u)LM!8n3DxlcFhhoZs+_f ztu#Z<+3I=wMKx6PooXzz4?QG0BW~1NLhl-ql$6ANyfx=nq|6SdV0mr`HID`h6EuoA zVmBMV3|rRnXewLnC?AsrQi`06@#As!XEblrw*H2;2avDcbud|ln7c(ls4<@Qo|Vgw zXX)Vn2=y^*=mqN&JY3w$a_g{^BJxC{wXuy2VW;LU$8J*h<{^#&Ufn26pzl4O|F6RH z|0k}mYJuj3S4gN4&naB7$SEYYG?B^SI0VoYA|*)^8aWF`D@(Y+u8T?lXPJe%{x5dt z{AurFZ};H^)&eMT{AXzqpNv%=>isr%9j#wqA8f3ys+xRHV*(%e<)eFTH-~f2{U)*M)%8BJZARb!V}skf@~IRWLynZ><%`|{Kh zGBiYO01OjSVH`)fpskCGebMV!rFu;V1)bevt_6pH#qg%Utzi=^IhVjJHj^=H6uo?| z7b5@rS6G~vHim}UXX@sLOp4hW0@nM{DJBsM0)ZoozQGSO6>kCy4Tnu=;YwZo>i91^ zOFtxQc-G~q%X!>xjPrqWqUh=`WGYP}NRq=rE3S)QlnLG)%q;dnK{J5F)CNbOzZt|D z5`WF`Nl|xhP9c@k->^$rxM(=e~f8j&;J}@8o{H&=kUkXlzVJy?Y_l;e7Xo}$r9VW=zp*M-)45z^a9+a*nTt&6d zcn~qpC8`I&=mKaRl|<-PcNvn zT`{Tcvf!bdxQKyA}&sar=qz4#O?*z7a4H_{%mLpl3q3YK>r>nDLm=^ zUS9nr<|2M}5bk+3G&IEc$X<*J?8k|kGW*C5NF)?9#CGPtRdD8Suq*`Hh{R6o_n?lA z-SK&g;)}2j1QNXa-mBBlB+I)u&%%~#pMC?&?AGypR1X?aArE6R{wi&fiNv3peQjlW zzjt=|@Mmjm#>5KoM(QiDJ&j6uPUd$d;_3Q@Cgb$B{x63%Lu4Hk8M#C2C=SO~6{xY( zUhL846ElrOHHM1S#{ZvI87!VSk0?2|1!^~}>trMf38E2>XUmYlAv1y|Nw%e?zY1Wi zzoXv_+L{UOK}zd$VvB9lDHjiS-R`0WR~l3r9TCa~GrwUgGJS3Kvi0(OQs9If~ErZoBGP zoVpQ!+FwJP5jyOVyoJ@GmVIz))1DkMK}QrE_oP`GuzIUXAneH6SE+L+ z4^V}(8O|o@3dXTAt!GY`WquNaxzq4>y{BD);Z+~Ci@5vYbQaR@)*gp8kq34T=zC6F10ONfRHppahX)t1EfFQ%&!VvRL>@|LpB?8@>i6bDpu!N&9 zbJ>t+9;)P{4;1#RN)d!t$24tBQ(;3f~EgM?U;YbQR z^tH$Yr6EQubp-3TQNztsB0uHf$)67M($V+dj884qByw8H=CFXMnwky1^E-0r93L zF{!si3bnh^n9JU8FS{pE?Pm8uty?#(Ae1)Q|L<4B-8s2`nN`z?3!B%Tf%(ekl<&c~ z!NEac^}U3o7xyKhU}?r<3yP*Q_O{Kfs$GS#9n#kh4LOB=EZX9)er}F*9FL5NzpwA6 zJ5fTsym|x_Qu%QHZN?rO(%2mlK|#Y)1*(Twn}pr_3oX^Mq}vZ;w~SR3Kn=MT9F5}F zzMcCb9qrVUUG!3gZw_zS|H(WAyG;Dk@c^c@pw8BPE~F-Pijjj@0KsC4@2g zRM))|QgHJ9(D1?dIQ3(H;p*Z)c-Nu`GXs*Q8I}tN%cZ2hL?B;x!Kb)oz2P9Q$F4FL z>bIg=<+5u;0RBkz#8aduSg>~N3Cn%;aZAoCjeR3u%scy{y3S+H+v8AT2#lU=E=X?RZ?D57&WIVf;!)6x>6b48BnQ`l;IlLAY21 zOcvql47YmQZi{t^|8fH#P@32miPChxGzGA2g%XEW5nqbKjBA9 zIbrJvm`nv)dz)SQ;eH-vybA{rQVOXe?m%Ui--zvVaP=ciRu=0^gVyGIlE->d`&dxSDb!7L#%Il;fOMkT%8{+RmtAd5D80BwO z=A6I=Wqw(kn3H1$a}=_l%;HHBeQ3zu~;hH7Qiz zZ=yomL1g>l!J=LG{{6e&(&5n1{KguHBaXgbeR}d{Q{Yg=Zp~U8N9^@jgZdgQLCLJ2 z-by>hU2J+-8DS(MazKyt4B|cC*$v4TF={ z1Cvqg4Rb?@e%MALu`@R%8YbgbX4 zkX~GaikiE>Dv%SI2m#D!K&pJ*u^pC*jj>rOxnc!_pfw*94Ha=CO+9>4W znBTAmQoFQNv7-*#(JDVn__x4l#UbC55GkgpGw^nu`c-kg+WgadmR) zt4?Fr5YWYzMM4q9{upQv%*@_hp8p7>|~f~2%MMr4~tM| zwKZ{`*G1Z#vneH)?cH`6Nf(cUN-7Zc53;U-oL1#I5lINOxm_o!Sg|a;gQI2E5+gZR zuBg}o5ci(@claTfR49}uiuK>ASKVfc*+q$WA+fspBf7z`X3bT)6*TO7o2;DYjh=)} zsV=o|^`zM1o_c!0CX7(*pTX3|a-Z1)qo9|5t(bY@$~H_g%5q$<10g2dgPatEI@F2Y z(LGZp9TTMhSDJp`{M<)ZYnHWk`MS)FT&-gFcQ5oboI~4xSKK6~61c{o-+c`J*<}9} z+Y7ck3*-~DWW$XcFQCN=v9>Ndilq@M1>Yu5!jMtyc2?*g>LJ!wFx}ISJlYS|$Co66 z9hZ))16TW-m0J!ufTR6C5%ZS8^>`i$^#f;hUg>P&pS*sHY+X;Ns`Q+ z9(UV#^WQ)$^Fk{+@;fKCAH^q8x^9`J7CX~DT!Jhb{n{A0wkV1iUt6T~^r{o>3-=@! zm73Ldo@pe)=`j``BS*1wkj}fbdBD$#tzub3RzTUZ+b|O+jm6Se=qK6;mT=ZV67tYQ zk9R7SZFMX&o2v6Rr@wk5vGj3E)+X*ZvX+rBUWI`Av(P*-X^l^AxR1iV=1D$S7oNpZ zzy5-&Bd(^x;sYa42w2%h&W-Mayz034eg1CHdaBPl*^KS{AE-H``=TG1;K>hjITj*w z{Il7!9soqiW59~z=ULDDKDY4Tm?jIXSomB!!KJD!+IgJbF>Vn?B#qo?LwZm`IZyZ1Nd+&>9^I!wHwNR|K?B}qTjiJ$Q z-R26-@6bl`3)4aj9!fOx9zI^Pr*(sfi0M+P=nYiI=^GaYt6hgB7x!LjQ2nu;xjhdT zGz{$uSF_TjKW^}C?(6mP21hWl5)}+RUC2J`tnEBEH-dn9OG&J<$TT%S% zhys(zsA%)MV}RMwnVLyriMZz0t)9I+foBMb)6?;~Buf*hO=N$gfT|s3jWc}MOP^4{ zMJP3mewaFNNR`QidIE|UoOE7z9!egyx3#qqIg9VQtti}5UfV2nxMzVQjba%JT&jB1 zw4F^>U6`L`-a@z58HU8Zl%5i%Axm48#EBkE0$8~sS^G%$gDTYLqFr)(%AOTwPhFPK3|JE z&0Kqio8NS%;9T1SC2I+R#7%MnlHC+NJC!+7+r8KV?{g+WBOUwoXDlUYD`+C7_m##i zYqunKYX|u+_)#5E~I8)IyEbwXa zstt{R{tYmbdBKt2%2wDO01*Qsl zri*E~S9sn3;MU|mtu}?vj952K+r-lW7Ny)=hgQmW3mb@-O9O*VPA)DLgVJmENvj*Q*V5?|x-E!^PHK)qF4EkOpk6p{7e_uFa?6Y^T zl>4`dPoFFz?4rmgK~LDNpMzyIFjCp_a%p$EqI^qsKUp9hc(iW~T8nt>7#v~ma@hHd z&DX4710!foPLB{rJ4qyE;O@S{Ze^>yyMX$9^Ba1tiaqw_CMSC*uOsoAsaTKTY_(Z`2U2{o`>1R``01hp6}8N;|AC0oOm5@?jPE zo?}OgA+%1c5&d`q`$ox+WU-$Er=YJf!B~lK^zHN2u}hKb5K+}+b}!ECi2`%Mx0&#*lJqk3R5BEeQH~`IvqLP zAis`x4yU@!XL@VMe%Wwn+6P^+Zz=xeG$H~nUgVsLaB>pT{0p&iehoC++@%7qy32mq zS33AM=Zp>w@qa}-5gf8f+Xo{ZX>*Xwjkn@Akwx3QUVT16@*WyDsiO~CiLHm_hd-HS z^n%8Zjf+b#F(_9}?{B&fBg1a4k3SvD57#iSTE(b2)oyd{BPV(setAlN?(f;D!iAr< z%88j1Wlx_zMQO^Lv66fii#QOL8wLG&KiovU*SpcWH)Y5nn@@o|J4 z1>ac(|A5*l(TitR5u5$0oKy!_E|C6qyhPO3OFhT1kdPyAQq}%JxFKW~LU9->y32H2 z%&z2b`?7$P3A27cwHn|Rj`<{P1v-p#R=55X3MO<>nBk4C^fPlcp(o2!)Ba#m+15cA zxVyHOoM}D}SJZ_MKJ~WkVur%jSD?WFuD6=C(B{C;ftHX(3=-(F^)GQdU-`1^da3O_ zrY|X8r3J60L!9MEQN-EXz!}0ky+zeR|6U?kB^;hcSP5e-9yl!{6iQYdiCx zNL2o1Hg@ObPPH3<;eZ6~COUI0FGilx^t|YH(zfKg(YwuP6H~mKN<~B{Dqw8s&sL}0 z!N-BG{Um&pHaDqV*R=Uy`aw6rBqcf2`sfAMy?~VdwV8D zhIr)&BMXZc*8?*yUbF;3nj_xv|I>>T$=Ct43JQ7Mn|&C0lCN9|s!&j6Pmw+f!UKt5 z=%E2!*23F?1~eu<9x{qh03Dzgx|P5A5KEq*5aQUdqY=*qYG>2L%2ad`7^1*@=j-i- z@@#Tu<~D>{>^}_ipdOK2EDG8$aoC}J4dDgBx_O+lBgLkIc4z4qKdL2m{ld63#ilIB zjOCD6Yoan!mjpADdZ_G_V~`oK<&!W{xI_DX1nGSsqM*JYa3&%x>&=G`=OdM{rNi($ zhNW0^wg_4?S$KO*A(^dmumSmW$#>@Ue7+VUL}`>piNAR9F*w1i0KeD$48+bD$P?8M zm6#d0xQyX?bo}(t)77o}WnGV<1NXCZ28%9`@Jr&m^Q@PCzg+UsA=GT!s%hwB3N{j? z8J*=z0|35jibrcI7|*m#Ojw&01A~+#VOsglmbOsY_9Xxy0qVx2h0dYxbE|m|N!;oA zZCygh-5zg>(!M&n9==O@AFAfStKyqhEH3jmsA!e;At9@Sh# z!jDiEBRU;j5O$keQ@L-qv>d|6EoVGiDJ4}!YoY=ues$rlSJEh?JW{tuA^J&~cr-C# zOpVR6-V7mXg<>zRK3Ci62Spn*aK6^jrf9lpbrt&7;EJmxizd7 zX^g~hjvG0gElEyB#t+*U#%z3J!PnSWzyTUM(aB8>1sa0sly~7b`We)PxCz*l@mzW# zP)K-M`WLRP2$p%4mP&`6<#sOG-3Othlv!pU^niEo-UYGRE`Dn#0|g@-x33IKGTU#Q zws_nK+d{V&X2+i)@kKGYa}&2#r;Z(!e64mxmV51o{Q;R*;x=!M4In0x@X(;rd0|hn@%6 zQ8tOcZ0^bQ`2CfV>omjtpa{kx(QNA*i_9UTYwTUH{OnSKNvu@$&XE(AcW=gAB_3dK z59}ZJ;o-rAUJH(fCjdXYJ5#;|d{;Qezo1W%m;~5lVQQM|)>NEnc~rCx7&LeBvr4hY(pkB8Xr9e=`pWWisJB;Xz|MKO zhcBd`8VOF={ej)5rNv(f75c`FoWo}uV7R5@gt~tXK?`nEM9^Y)LZB>O``Lb_?Uhgm&Djng^r~P&J17M7=^6S zLiVt*FdN@rM`s>XU$GR-r(vt8kg#t)biLN)($&9?9=HBA+DFOMIRN{~*vO z%#cu6P;`}*l}+ZMl7M?^?5n}LHby( zZrbNe730!806tw&h>6L!v9wDQ7D5{6^vjb~+RD^N=emFKag(s*$H2Gj$n&Y0nV>(n zRc-daxb2MY|r}C$MQv8E1IP^-#^o`)a z@=NRk+LMs9>!tU59%v;oC{uVwAZ59%xxGaHGM#aSE$HbDa|*Zyzl2xggor1UR_Jopa3QEC@Sh?;O`YH76tSs4=|B>ru5OO`Wv|T@GdA_hgvFK!*tIk|$L<%B{ao zr^^lNnjXbqj9+=Oo3U@b@RDCuadEL4zrOCx$w^q&7}WNCR7cpan@I3zkMj_Y2guLXTP zQ}@FtiU3@gaKm`@XpzoKdIzT&AY@O+5uWSxG4o1VnZ2{w6DQ%U0EOplzA1YX??Nbm zW|3g+Ao4K&IDY_2^zbVizm-e$8ZE~m#XpCoyfh0BDGh>*KaRRW_V`YO-ydUZGND|j zuDuTw#(r8^qBA{JXb%M}gMtFoE)DhdDa04accnmSU}-u7Iw!J)3B0BB>w5rn5Rx*d0%wun=3y;0S$^I#g? zq1{ah74bPZ_1d&xBs4jpn((Xv`C0!+DNjTa@~}U;e$Vp zDEd0ALR}MZ2Lw#nQRtZ-Z@T;V%ol9T-H6nF#_AO^Tbm|{m6x&HHn(B>{KGV~X7Xk05>DAqFIzd6>mz-) zzD&+;+WbDtF}y8+0d8W)Pv{L-lzK#jhDEUb~fzbbxR#TCo-45zJ2Nw&`n?Ocu>(==#-?2jREpvSzdT8+N^hw_d0lcJA5 z7bAWK%P6!j?jNps4i2OLrLij1_W+K|C5UBt=$4Hy2FtF=8C{|5NFomV+NUEUsY>o+ zy}fJ4SB-+ncxYvr?yKVvz-~c&T{OnA?2Hv_B=s|3%PRcdh^{B**Y)tHd^=q4%i0tf zA%;ptp#4mIh}c-7u=*9zLy98voHT))u1FsgKyxb?3m z+*;`+Xc4y7zPEHOS%4pArzvQ*JTIJXwO*4cRW>M+j##ztLsJ}0%NtiSE*=k{Kpj`o zTdsQgO^m?^UKB6Y{+ltkoNp5z{q2XQ`RqQR&23tm-x{txMcH>GtxvCUJhPg8y(U>f zLBTPHw(6pw@QWM4m&1MwrN~~~xC_A*U(h8LJrGd+FFiQy?VU&dzs3!mM(T%FaY%07 z9HFyU0jCYxbplK|S$V!|u?p%4begbr%rJ`2pFjT)ccOWYL|p$}oKyP)1Lg1R+SI{d z)M5TE>CHQ1mb;?~`0?yf1s!1aFvtWA@yXig|D*K7-St*5A?ukL@Xn6X>E$kU7K@6CaC=5+Jn_qW=y`+C(pG#o`+fe-*Y7LGE6ef2kq>$7TuV6gc)*A0 zx?VxT$U^sqE3TvOA7;7rf?$ACMH`*G%5(WVgRP31WZReXzgDww579w9ndM|$T)B!( z&KfL#xc+&N|BoYKF!+OU$>8CJ6!XcaFRN(V&`$<}RpAj3NC!oYAJ0sKc#-(XN}4AE z68Y+}#|x~Qip5-J&^=OM7C z=QPS{lR;?yz+9rb9|w~6<>VnZ_zU9CzQL;aiHSh~_NkNTLsz9n^~c!}Cq*j^Nboxs z-m@Np$Ewk{q}OvpjK=2elTQdLfe&s2R7WmL@;m5b;1h<5Jg80m?9k(THPqEb`N*CkW)b9H%Kh-JfLUmk08wAJ0!?pPexPucG1A#-bm=`* z2#-aj+-kCAjt_8{)8dF#Q)xD3|rpz_*Ig~lT3eA<=O zKtz|)Z-@0v0S6AeL`3GUU9Eup+9zMVLJE@C^p1BLPL%rSwbT<|$C+D>E`dCa{R*W@ z!>Q%D)e2#5ZdaUc{nHYoxVek3aI+mjzRv&yX$tv6=wuE1h=CYYll2x7);flVFAteg zUY}&60->s|Z8t2a!}d>;HwQ*)+j@F>5JfbVLl}M<0+^@e63gseHbZ&s-D1+_2S+$| ztYCIYV?ji~8IzVYgQudMLaT6d^ySk~Li0ua@&+#$3y-4q$eXS>@3$24r${GLC&m5U zUKGJqbSN6oX*&m8ym--YpAJ`~QHx1Y24O39^*Mr4=VNAJ5f{zGmYty1g(JdlI>#F( zAVFf|!@c(S^?z?G?7Y6^NGoW}WBf7wXZzrob9@`X6<`6;ATj3~&wZ1uqK)dr({eZXKS^vEj znGo3R(9-h#M_^}CaD@=qjnEkk<*A`&G5JwkjC;Rgw9XjOgfD z&FzWBr>rnubRRp1I~qkQp9Y$%+p3jN*d6_BL*$hIaM`GJOj4;pfjLi? z{8ll*_Jp)*S|GurjzDw3^b#cjNxcDvVrZmtA}RM+V*Rct_=tyS+ZV z#GB|*UibI^+V&sc z7wxsbb=K?x%tS?!V;flVidz4CGks!;C-x@YyRlSV1}*f|YtEDtP84-wVAiGJE>@iJ zjy;{0HUvRUvGM(JCukr?hoJV5v^T|4jO8m=StZ>ev0b|crJM@pBQ0n#vcALVw>4{9 zKCOU{*jYU@pbo4xPxQXE6e6jWV@-zF1R=&Z5!|7b)KMr4q1@W{C_C+kjmj7osq*Wm zv)05JL4W-3^%mWu8&Oo8tKzj{G)?|JB>k?nmu67)oHM$n1LgM~;6Prcqs-NH! z`Ss;3k5UQwu+t%`pDi?;0qYt1gcqJzIv}IA&c*8-m0J9<0Jw+4hWO;%+!qDA*(%C# zz$E1o8QnOM0LRUJ{c2r))hRAE*4fqdP2ImuwYN2I6r}H#^@N;Q{OkpVWoI{H?}1k1 zvTn0In?kS+<>a5OC*?IX_;bY)0l_+lds|<@`*=U$Y_)-H^BA{x5 zA9tcz!f~u-RcMI>A1Va`;lPnaw=r)BLXYSb#3(vPkLH^UW~0XvTreNMgc0tfFRqO2 zeRV7S6;>VV^v5^@(5}xRv{mI)zVv1yL<10*dCnut4V@ATy$~*8sz+om1VKsdLpJIarSD-er%GCMB zlIm*3`x}?WhwJ|?9|fXbuC}siw+vS!+Oo6b+euprz9mUT;Xqv)Q;!ZC~%Y zVC5U0hCJbs3)Mir$M=LEeOp4Id*;!~hA?;#tLg>@cuy6&pL3Z0{8{-jhiaTEOhDmY zJ*|EFtZ7%v+cuU3&zjG&jLPpm@#ek#-}yJ3WZj-mVt#$XZ|RnsG7svAzluY3msV1; z7|E9gul2X_`%CZ!-eep+@-B)=5CTHLTTMEgxN%R7m0 zz{}y4D-1Qcc+vB}w$Us{4ldi@NBF8}$kIC|P{-UFL-NVLFnxt}36I5n1#nlu0u~o> z!?s6`%tO$$8FLWCM!3BS_Ok!Z_1D+GUu2xJigUv=L}nv;!*0y*am3DjD6{}sHf{~^ zgbviIJ?mswlvg4hVk*3}0~Y>H#XA;lEF01RnR%j9kJw=d4Jvx%E4>lD2tw~l=8f0+r)zJb5*pSlwN048#KgQH5B%juc{4ta?K0F|U{{Ex zH|xKyT(Kf=2aE~;(8bZ|a|8x`iq{~LBe95RrF|5R@f)4!5e|d4#*258E+2BD93%lS zhg6O{2T00pjg@t9Wi9M%`ky<{Laq%AvS=q={_RDD9OpC9FlcF;Y8b$?6MyUcuDSvm zI9_bogIA{t_zn7Vcz91t56b#Bph#g=-3}F%5D<9~)R^0^+(uIK=|qw=E?s*5N!7!E zqcM8J~RP6s8AMR(o(o_7mLRem$5Tp00?ziC zLs?v3XBXGy??f@CKrE{BqYn&?ubE#-Y%KGHk^~!xEngmkDR7@Yt^RjdOym_D?2fzL z4yEy0v1)8B?_@37OeNbAXv?ZiTD}P^l1?}mi*DVTS+ne#tH8v^k2yJ-{na!KF7y6A zRhWM;k30kL3YR_Z@q~FC6T3HNbYuhs85y00O$g7Xm~$f}aLNr9q>W+HifnX9-~v1j z%MlW|307_pG;y!@A|)1Nk(N6_%cRn8hrWrcuUDUe`nsiprdq(P7vr83?+sSh{RrH+`L+MH7do|B*f zCQ@?5X0c0$-(c%W=x*bj&6J5lXi{|>bjt^f;xdB;Z4Z)@^JO>tMg zCIeA7aAVpvF*$iwbpAj{DEF@IhoEE;tNp^mJ&QCD+hT5<&lo+#X1;v#F^-`_L^6!C z0JdWuop9NS9g2$PLYIC)kV$*TyP+^A$GxN+f&j|iy>TWfi_Lfh%qXvC`k%Kw(;@Lj zGuNEX|A?V*v?uWrH;E03%D%+iT#D`W4GpQ(^@*2Y%ndv9OVpm3RH`6V@&^xZQR|_= z85Bwxgl$aQY=5`k$8rDVgv3O?=S+>Ee!q``)~HSAD4)sY?tTiVAINar`=S$3To^0Ikmo)}sVjO&Qs z#)LeFGs2D^%Dyy%_Gi3GHCCISlg@uK$WPLzMwn52jrF&1*M!B5ZA;ZMi;lA*_plZd z;Oo3&rosouBZ__lPApr=8|Pp>@;8$)kU3VM%R;TTDQ1mZDn*s#IZ{E>U4UW79n8+&@xP8dXp1;TUxeko)1qhZE~z(himYtSP=xcixd|)1ro} zCt*wF|2%^{!Tl4rRha^-X4bEcw5Z^6VT@u_bmnAK)4pU(X0D$-+?e5AAZKCNpHFjk zHn6bW)w6Gk19FAO4^9lGm(u}2*-~`B?q`WUuR=1XoWs=uERsLgp}sNgn6X~mL`_$2 zgAvS}yd9U6Hp~xd2n@(1<>2cG#(3RO1tRn`MDjW)v`ruU@^< zKE$9=4Bu9mt|uMGtj3DMogE}b&8)OJHT(U$2(}?IWANnKrzuHrfCz0+L?5d)(1-3x zaKV~goFNZ*GHV71W(Hkw_4~OG!D0HQ$UU)h>DmDngLG5Q}l~L(kfeHy#HlJ&fM`L?W11Ig& zJ>*yAwC=;ylq?(1U$GyCSinYe(0Qr&e*6b7mu|K4_@+xp@(%AxK?2aI^%}-Jm=dc) zBlx`4Ut4wr=gNU8nGG-)aB@OQMOqV1iS{WyKZ@=+?no2C9#myGcH?NAWM%mJqZ?`1Q3WA9`v0^|P5&?}cbAE= z6=d7VzBt=2J1N(Z!W)7NCRSD!mL%q>%l`*+Zvj zU)Ot1LPuup#`mu>fa?U{iOq_+qk53{O|DZ0goS~Pu9K=4(d0&9L)wSGy%Up%_6@)* zAghw&`8)SXh!5Lch!1kz(2jbBUD$5GIPp_20xU-%D0dFXW@BLhsFH47jg5^BTn9ET zE+H8O=~HjaQ-}%koaXg;s&4TC=i^!-oT(OD(9)ZLc}<7MjEvZ%UhtB_7+@~~ZU=wa zg#!zigxk<|uf>2`MZhnpIr=i7+y_Dpq;78s6H)cS&d$JQ{8x2q0_22M=i>`#*?p3# zx7V+6;HIai2W=)5cBzn(4baW*R7mslrI_3DRcfk*QI+y31ZbLh~iGP(s*W3p3CR@Va_~kkrQo^pD9)0{AXhMZARr~ zo8m0k-#o=Ebau6RS4U@?fMAkx!xnVSi^0l_8i!_78@|lEVe{N{bQ60*fa#f}msrRl zF<~=vtE+*H5j2BmK;9(l9Q(`@{l$&K9EcXEiI6$taPQ#GpW7zfUxzmUd$yyJ@gG>V z0~kHB))So8=|6c%VKtsY@ zr|+B;Z$*pOXatGoK2n-;zbSe27Br+)3p8FqZ2zH;2ykb5Lhgy~;H!w&-c~^WcZj0~ zNxTaLpz;1CDL6RbDPA<;R-@JEECRgJBL)*wD71|u0?X1{Q zX&M#JV+J`7AvaZn4_J5z3fjRRN??aFbR)mrboSE%__+SJJ5vAs6Bh6<@z%JkIsOIp zH~arg{jFeVZpxxyXlH8UK!NbR28uCWZO^uOnlzajI zBnKxi1@brYZU1K+dT?%-stf`5m;WJxjZTKu!3SMqj3NB7oT?!UqxK6lBd-zn2zyFN5ovq_bxF8jm zm!>R#|H7ioqGD%gWB(Gl9>y*#!pbZnrmroHO_ju-!6&O28rj2JlpX9GjUE26X7&`k zY)IyEQyY`NjOzdR?0=H0i&S!fn6k*2+L$|7P_RAX;{30S=e-&~ zY<`I0dpw%)8W(2|`1mtnf<&P_APV%1t}t1r)4q8^8|qGHlwUD|zB+c)Q$Vd$sZ8~h zY}X)2nyl}jhca%@{Ly-MS=;I)>G|2zxuf$;3VGd;PlvgBl#^mzttJ`S*q8Q!go{?vP9XRgjOdd;7bF6SDK%`W!#$n|+HH>OZq{YFls{(fHfe3GxO+PL1RU9Cwo^{tH|n>e<=%F?stNdByB z$Cli#N+FxcNAAnXWXhR?^Um(Vtdw7Wek-bDz>|d%?4$*+b@L%zi*dpsOLBMZN*%_- z*w3}YFKtgJs~>4anf6y|&41dycb$qUizL~gkXnvP(`18?R&kSXd$`R%b-1VU)9d}8 zsG{-PwEjv@w2O#xiMp${M$RlM^ol;~^~(#KRVQDT@-)`z6|ks}?aep-DmWNE${%rc z*~?RRuiNZ=5b znQWPNC>RFc>bzUg5XpVu_es!LBWaINrnb`Q2i^U|OXmt6{Zf@9qeZga&MbMuDUk_A zj0yR|n@&mgYq-m~D}lKyf=iNO@~zXE6_-h(9Zsb`lB+<-xBkZmftGgnZz1x6(ZQc_ zVk9mfX1`@7NMt0dw^OfSCD&QU&!G`}&6UwYb7eR^*L(DdLJ3z*j}N+}#?>dd@fNLY z*D7)zph#zqSrKRRFdJU+tq!JHMO8Hj2`WU>l~8WHAMmaR{j9BEK{(4-zz8mYXd zn{9uh{4(zZ^K<&-2wQ-bcRtF5-J7WAJfYm0=))$&)(oAix)$6~ggq}C?p}K5V-)he z$r*a7VM0B8Px-#=b1c6^X*K1VXAFUgJvi(tzCLys@17CUyIW?IQk8~2BsTQ(d_(aO zV`#KFfC=Baz%l6k)sV7U-!JhpEW_;1cT7bn1G0%`c)b@h@kpmoZGvB6a^@xm9d1!3 z-BDa(qo0>$l@_>@V`QIJ=167Zqa#Z4X$fONBz`7xQn*Z0x)SxdekbFb``GS5vX&{q=c3_2>sWY?|jURI>>M+_-`sG5bm0Ho-?N z9n0XWP#j(03Ap$uDkdN!Opo(XiB3C+j-3D5l|(eawmcMjRoH!+o>z zr-^<(f1G5Da>JFB1x7-LhG}V?hCJixl)h(u+Lx>*?c(1={CcW3G@0k%Ev1!!|7cRN zGBN!?@i#`7xi$)BoTsk{(i|4iz<_=8NCVqecqwRG1r#xtm+%?;OpQTP4}XtW}4~jYPX`(EvxiVyv^&m1k3Uv z8Ukdm+!*S~*_2P2cl7kPi4vPCZ05#l21l5-mKI!{7AC7ub@WyvwqleyUQJY#TOt+3x_9Olq1viU4Fu6#c93X9b-m*}%;*mt7C zSH|kW?WOtptdF1YQ=&PQxjpW*86(Xto7SEguOP0ePzEh&!{^Q7bu3(=AC z2_9L;kl4QnL^#0(|IxH}rCyl&o}Ka^^(j!(NCihT4j>{rXHydF_06}iT@L?v0?*`{D-E-!`~8b2{1MN% zm85biuds|*URrj?-|L7=U zx;=knI=dv0W+&8|Xg`uz3l_n-cU#tPbMfmltM8o(tA2mB z>ZA3QQ$eNs+pUVb=2w0suxR9MuPbFjA@&e)!1sCDBqclt%m_?v3WxK`+rwqn9C*+w^QL;vjj%;(A!dEeF#sOh<8`hC!_zf{N$Zr-l)d)ugqG>0g?H{85q zB@YoyQNak+Ib+S7a9XbbLPGX}L9r>EmzlGN`wNS!l30aNYlfTI>~(S(~AZqZ%d5+BoZc0cMd>Tr91q=ma#MwE1OE^|^m37}wlk}qqA2!*kCW#8Ug}bY9;GrQ}7(-;Q!?)yfTj{5iwUDoYI$8Tmx z-`Xqe)7O$VEd3cLMcw~&_s21|P;hu9FP~j*u+hk^WE>?kB2uEN`NKcQqAxyeE9{(k zu)luPNkn7F!{>hcb-_ogDp_L{?p}E!WoI!A9$`N2cTPsne=gQ1UEzB6m3TP9@X7mC zRj%8QT>X558bjYNNPhRrYaL3W)^T@KVcjn7GA}J2^(Xt{Em!P@LlSZC8C4eRWQ+Xq zfayk$N$r6-`l<9Lb(cQ!t; zaSv~ghhgoMl4zi^-2T$mCAUd;)Gl9bYw6(Hr^Y`GW9Fq=!%IQIJl!5U{r5ZCWC9I? zMjWPPmQxB}gkYJ7N~#5?f3^P6J8J#ItC*DhqfS5H&oTEm?WZ_*UWn5FV*Jsy$8qRz zc=?H`nfJ|2-EhU^Mn&*G4N;kclvGoIm}K+KO9)Dw`oS1$FeVbY1GKuLxScw!gtzR_?An=odNrKCF{G+X4ZrlcWPZf*&!zE5ZY&d z47i%p0t9@fIltZ*j5>YXIb#%cPnwTlMl1gqoe<*z7u$j9Dq`w8k9&D=#r=VMk#Dm8 zWZgUrV0C>?f@RAqo|^45I7okeK9x4Jcj*%NOiHX94$aVBc|?jw0kY z5tJd!qy>rhcP;qsH#~3NyeidsnaX-My-Ji9v;FSIyW)85Lc^;2(vD%nnrht4lt#B` z&^zhTFfgb;U#n!rzhz+f@rnbRLSi`UpSEWxO0G@M@IBQ-<5#Vn{Ic*fKXBrUOTIUf z!no6i#*ux)H^4pt&t%4#R@c&1N`7RS)|VlTgFpl4JDHPgfyP>xHNPEGf4&CGhi6I3 zns^CA3Gso^mhBNt?2k1vt0a!cZoaG439vst9pU^ zsl|H>^4~VTTCkIh+FwnIr*Wq2njwUXuV4!pq$0eW z`;DLGAuO0*1wX3_Z}}{)e8-Pm+UO>E!rU=i^OX`F3D<4xTwX2(4eCU1I)taXokRhy zI=!G+^<1Wv;)%?whJOCO66MZY(T_(>p5;EG>SJX%G^yw;-tmv4%;IpgLt&**Tiin|wlqfWAtqgZQXE1ly57h%ABul>kDlP}qM(cnsucRq8;Pr(SMI9G&Ph|# z4d(Udi$>tQX0i&9V_IojZdXade-XN;d9*dZc$zP&9(i0w{+ZBLluN(o;-FOEOtqv> z-)7&bc3d;F^BZSnplbp*l}B8ky3Q2EPghZYTFIxq{>a#(?nP3_;P2{Jl-|Bn zSxZ+zQ`7q#ZS;?P#vO7&IuUqWq^%&TFCt$3( zBpX$H~^trfF(vDbju4TSt z5;>n^zgw44@My_~d#q0Rxfaz*1_8F94v9}{V)&wfXT<2^DV$9CAFfH3PGx%cy0-HI zNxK_dqmI1W?2A@sQ3Fd%&jL(`Pew#tUM5xGP0UYumTd`bCZULsRQhlEX69FVoi28Y zVavUknwvfS9x;FW)A5SJgRy5WRG%!0EJ;ZX4ch2V2SUD;uIr^47+g!#&zRoR&g1Ug z7+vr5r>h?#`1Q?tJ;%b7_~Qsxa$bES@1MstudvIVx6od-*yt&Q>re@7bsFt4;D%gl zAWY68|GlB>iBg@e?iMvZk}-as`X!x{W8SJ^JQ?PE$g9XzOIonL=m$#B)l&Jh^}l0LiRiyNI6)c^ zDlBYza?!M{Tn4{?ziiF>i7_p7jX9Ko!s~2sxyQy6V}Q&nad*w*S%NR#;ThSoQGy-d_+q)?iwgR~f&``eJK`i)&DWaN+g0P3hvtz+S>x?>eL9UvYP7#qatx zmJv7A^zGtG)s?qBYpM9m)pGNb{Q1HWoKi%Ws0SA8nExVwRati-H3RYS{lT#JHTQ4unxE1pc8Q2*e=&`Qk zFUp;t{rGNc5ch1A`bKuR5`CemceC_MwdT4F>W3t(>(mpTzrLCbO5TzoOUY3m`eHsk zA0oF~7S+U@dVPY;+Qv-$@iqQ%ZS8?gt^}ixrDA;H3`&mI;%(%8Dw-{>`LfZp1*bRN zYWBuaGgz5<_fqCQCk+)h=4r}8^!dzHl3kTDVtJ<88L6_Xg1%o3A5M@Kyvr51nrf#+ zdvx6Zi$T}-sTVG~t=}acx{B=LUGywvwO+OKPBO3St>wC7ErX^mD7l(dpVrrw7)hos znak#9P54Mgzdw&Xul}v zwYM7QS5HNG{vuv1s8xJ#Skvs)0nQh?aa^s{7c%SPi=(Cb{oR*57K`NyRzkUHaXoLtP4p0fL?XsKMC>v9!2!lGuR)5aZag~h}EPW)csGv5K>}b@{{GhN>q@hce ztY9mBl`b{q$9ULVT@KQoQ-W19G{*jZd~@G}`(9kBxXe-;49N+TRAZI~%6F5EQ(ZSo zZzZ6o-dw~LRe0a4c;&~R)^pz8Nvp}&pp}b|Glsh@gXJ^y#gUm)Lv)J6bSF{yeMy0` zzdrZk5xac4=P~hkiT4Y!oRlvjmi-(x)BlwEU)Uk!ssHC0`fG>&!&0y)I~qA4 z8#{lyODyV^CdjS}2RHXW#ca7bxuGRwZEL6e($LuSKl?l^&nzA66-@1fZC|{!wL!MU zcvvK%b7c3@7TLz3Ff+8aH)Z+PRTv&FRyMBxdSEwxx)jSFTsHmg=lbINI5x?nm+bca z`*S3>C*I%JmQp#qW%pgxE~@kvy6F2>jEQfNju@Q*7CP(E9y-#-Nl7`ce*Ur&C|W&# z>`{4ooP0X5mAgETXP;s(u)HU*eWW>EG`5_4)Y*gfzt#o*zy2NGm!Dzk;O8~ug$6tT z3`YbmA%U;J<(d88mnaf}`{VJ@*ZW2TfC60ym1P7XvlB*~?vpZJLH_06{GUh#&<+ED zxE@p!0O4Xgl-&tK_9Uw}P>Nx6OBzYI3GhH9a~i;20p=|c*U7CY z0l+R`8L-7&2B3&&jmTmBpSd9T0PY{`mP6SRaTu2@16cn1qcCLk$a!aG=N607SwSpP zuY-n$|6o`dh&n$4rs|9`We-50{?+A%do#Xxzzd)7{1{M;{LIMl9T*fFDb!Y%(}9uY zmFfCZ0JJvisCbQUaRCTGI2QVbzn*E;NpzMXHJ(`NzXN9W6yO|#oE^YnBM%w}0OGWC zvivO(J(=&VbqvrNxXW1nO5hPx!rN^J&`FD$ilFI)(9x8=JfQDD9uK5;YJjg&l4JAt z0ssXF=o+yENhA(SfE{?QdO0;pHeV%A3E;{gfdZH5^{%>H=uSBh1>pGurRJZ@JeUZx zoDo7t1b7bB!uWJ#RrL-1XpmdYHAndEa|)cSQ1NHTCiAcjwPEJN6YaL-9m?r=7E6S? z>ahtI4ZuI37m9479>%f9q-u7mKr*ZhO7i6(C(QsbwKa<*__jz>4k`ay}nkflnZyE3@@EOdKuH%+jV77x~ytNY|i! zJRc^={aXtFW~TmCOZl*Ln*q@ikG!;8;JL%uh%q(UK5vzLy#x~yKw8U^EPCJ{hRz3& z$`(O*@?k2+KaXwF0f;*clV5}@fQAReJFs}{z~o!E%LkYuQ5@$J;;wk{Lk(}pZM*(a zIv!y0Vz3eT=hUCNk{)dX=G~p~JAk$BbRYr%hkM?bfC74XpI|UJTRMWvmIyb{38||T z9!_DO)1DLZhrAPE;#x$=Yi;TZxJLjZSwHA%D6FcLxJPhqN&aK0FJ+x=|BL;y9Ow-I z?}I(?oUiW_P>HSV0`xetgQo87LC|IW2Ot%LQR9`R)|coM-`yC@FCL>B(8QI&ESXq# z`Nhu9E`S9`?Iqo-1|&7>O(fqPc^-_jeCfJ_u*CshUOunpOBfCSG!K{3+oKL`)Sq=O zWdH?dKLXP5(N#MH(Cg3(2~)&X;9_?Fmd84z}h3n70f|_mvv*Y zHxX`MUEgD*RiPvWWoNW2;nD;FV0nvAnE<7?%i{xuZISnD56KIk0FAQ$o+mnQcS0b{ z>~fOad0SQFY?Th9GF>7Q<1q8azZlrl8^bULU{@+tJKH+0fydi*RNsM|X8D3Z)~O@* zU52yJJ{2lr0b_EV0u}!Uy;?zh76(ENj_O0y@Z)|Q1lWL=mz%3V+z5Kh16sh|taV5F zuE6v&ymk2&AVto1R0Fa}2Ul2x7Hy5jKND7yu+n~VcmjVYh`j;p)JYE9{67KzbHE*M zu~ZlXm>xQHjRYEX?e+cga?bjkTp%!ju}xfK$@95F9}u|%{%A+rG%fg3M`wz}wvJ$T z_iCRuD*wq!R!yUe3b3#yoC4Faf8|RdIXJ}~1b->-Q3Ajuyoi#0fEsS^QVwDG`LsG#o<R=$}m-)5rm*aTiDb zlfAtR&!%F22hPzReGYry~S3hAsf+=J#BHCAz`V zjY)s~=G}y85?VI4!Ff+4kp=M15amD8K|%Sur2uNYvY3P|Q~=zy??Z9L(J7X9HJFyv zy!>-fW)B3kLFBfZHI~!ez4aZ~K{DVY=@trr738u-4eT@MN=pIK;;+cfBjrvG-<3GQ{^fC$(jL~4mj|#y<`xGLJX`;aP=ChD8bJ);tq%l6 zFXZf^j40YOTd*xK?h=R9%TQD|1j2r{L4d(q1HGacEM>4N{ z{`SD!1@jmlt2uE%jrHIr2Rr-1&MNp|n5}P%u0_=k>)YtdJO?S$1!G zD1CbL9)TTUWMaf55)lZ#JKGr`d9U;tyRp5uJse@Dfn*#p*YoId2|!J9w(_{{TL55p z!ws-pQJSOvr9h~W92t4P4E8fWa6EyfKORT>rT-!e2=^Np#or$@eUXZx4`RA6a1ptQ zC2nnwI4dHYXgM&?YbSH-Ilrd_^O=P-aY^s(GaD~2++bMZ#_!Gy>h^$Sj>Ul;0uon~ zRNRj+>fI`@dHC9s*K)ZtY8hZOkEYrTiP_YQSX&0Z4W|k~vF3D&6G#e&9PW zTrq-Po)f5!QZOLVtjvVel^)#%{#W%%txQK=6PSM)g1JDz+IKqyZcqnA6~<};=oD}& z>!71iz;f;af!330TqkfY9^=ZcS7G&2SPkE(e7F}=x^I?s;~%xa%5l;%6F4NGR?@e*`KWTM*ho?-C= z%u@&CA2oT{*nR`<+mN>MQKggTar&_D#Ii9XszFu^7b->VNdN&=HtymlE#R@{U6te{ zjgT$AULLb}HzNsVsQZz#`vRFouF+*RI(MJwaWym2`e*EuXLn{Awmu>8pM^o99xIDh zRJK!yQ4rg`stdT@4c_tGkdn8qtSO36twB!5XO_yA-X{!Y+Fjssg*mDi17twJ7R!iEA3nMXJYkubJuvdENpu*CvSY6w6P4hZuu&QIo@sg}Xoi zu@1u%;A>SsQw$x&u0rr^gqDWev1DigB>PWegE!dX6GB=PYHp5_i{)6+$IU~GDJf53 z&R>i2NAmII7BM1)xn2jeUB|35PvdmK1Yy(z&$=+T0l?6;J$%3 z@{D%aFOlKl2BG44KVZPszhSrm@;802bIAKWf$qUfs>cLjT~%s^0Id4+-aJrieV#`7 z2Cs44!qom+R?D#x?|S$yIM%U`-xsUAi#y>7ScC3dWj%NvN`}0~Qu|VPOcm3H7Ppvn zoFVX~WZ}fegha&YizxzVw+kM7!AQ&#PpL2h@X||g$B7ZKJKq=UAHoJ2T6s{%|8mBA znr#G#2aXOpMEv)}B{@XBvIyYVR50g#=f^EEVotP^8>NF}6Gj$0mbfR)nil|V{-wti zES%#gto16pbX6u~RilBz@303K3m*yI0k>4!_X3Wm(AAfXkM9p)dtX}N;wiJniHrKl z3~G-4TH!ZCT=}UUc8@oc0S33vXn_toktj%*RPuN$JQnzl8IUq12hBLkYLWjOs~Ft7^=>y#YKJ~?b3 z`ulIH#quB}r(j1{$OVUB3%%9?*3VwxgZOk>IJUIa{nL7%-X4t=hT{~o$@ znCdO1r@YuPuN@2G<^wvGI@KzxAY4kMVcqY2H-+v!KF@|qp^No%FGqX*xANVGkthND zuC)z+AT;b1;XRP-;D7;Y4%22o%o+`l#hp@T2kBS;Ju^%DzG#IixDpubV3vd#Gd}Cy3y9{P`#q@a194hIx?Ng`2FE7kYyD*ZJ29% zLqJ(8gU5+FbD7v8Y#T_lRmBG!aKbF#VXmM3=06r!7G20zpacZC4hY@PPu7e0q-*di z8~MJgX^Y6CQ_vEHj&~!s@bi-@dBJmsP*2{9WO_&8g(usud>~CYA$I);&S8DmZa27t zHNH~YWq)N5a$CE=Mk6Xz{Czb-WFYC84c7N7Y{ZRp+nXNu=(Vmrn&gpL5QG;m2@U_1W2tM`3+L?0VW61JN(i zJTxfhfgLrQgYp9?bU6Z%Cr1vL%^LqFK=W%`GniZ%-dERs0-rE}*IAAp?f$a6h z)yK(M`PFeE9Eia^bV8ioY`dw)({~dko3_XXt;Wn z9Hy9}Oy#qsV+#pc;rc>m7avq~DqyChI{J|A$={6%Yk6&v$6 z?iuUMapqe#VP#56uLcJ8>p9g@PW^QA&H$zw>S_ovWWU#C*-#BmO@6@U=C4TfJA-js z7*4m=`$+BerI8lDV{nQC0n|4fM@`Od`MAX1cRsYFbP7=X4wZ8`S}MURnvR>*mE-8p z77hwAalBt$-GekA5PQd)O}8JdT>@9ROLIJz$e65GV6tSO!?&)bp{to>DRFWzrvd8~Ino9LyH z!b))w7WY-I9)xY8M>c$(|0RD*D}~>!5|Z^&A=rm+^ergto(OAG{W6vrVun8Y3Wnk$tU)PO5*d8 zV~Ia7$lp>E?4n;+f5o{6(b1**t}Cn$+dB}=RB(S!9N_FouiTUV-*L!pAe}VJvk~Vg_-MGCQ0R((T9g!xLX)hx`&-Q}W!j$Oo*}@($-rF`LJU zgMS=BzISrBF}jfcIvpXi&dP7)6VCg@-WoJ13_nq_`!yj*;ccm9EQWAdw@KU26P!3u z&#Zj$GJ9DD9L`gwC6EIpr7uA$0)7iv{6IJ?5e47%QPGZboH3*d4G;SkiF`Ip5I}Zh z^FUyKK$tl!Ma&$EW9;6M2Wnmn6L^KowEuM_;V@-u_TIAG3aD$K{D&(rDbsQVT1f_V z<|8Lz6TZivfeylqwfio!8Ad5otzC7Rf-@~~_NhpuhgnBgB)k3QscH@k7+MFpIasH;Fie`jIt3c(^9YB88okHim9Lfs-i1|l4; zXTSg4b!tUa8(7|aoQygJ(N>?SPjGNB)R*~^g=4GxZ^K4p(I`%T#|?R9}GGMZ`o4x()Hwj^E%ypbW{yYa0AsqV#;}QaV`C3jzFQNtm$+V?ZN8qPy#E4O%WY< zgM>;g-tWhe=}_o#blgY)ht$x@Y+rdqDtLDf{zqh<~7d)8bv6#nl1h8ZJbr%3*#|q=B^!Nob zY#apQ^`GZGE9OcZ%)(CZWFeDMGOmedB%f=37gql~0R~C?YL0#Zfjvtuu19&-rO$4r ztd>?H?iADG%I<0AjBv@PFrYihCw(mpbkuxLCqctIlbo2})uBUrTN2+*7DBiYBxf;M zV)MJedNrWrZrGUK5+=VV=&9q?QV6V-yoqs&m!E2ny^n$)(U;!IZz(M;Qi6<>9OD3tlh`S-QRYc6#=nBgo(# z4%J5Cs~*Zs968kJaDs>fhheiH7=;Hi+84I!pLHU3B{V?6gt9OkPQpc5zd+RIfP0MW z>nTptY+)aer8;(L=9|#lh}HyKaieC9vAWI^+8j%%-{7o55r`+*n5yG9O*4dn|pE7k8Q!N%nEuv9E$I zi_0}lsJ1SsQ27gq^wmE#%!+xd@+Nt2@t%d2=I1~@At0JCGP$XLs5Rl<^f~#V>WRnyRho}y%s~cF^*jq%Aos*qXbbU{b@$aF+E{*0kV=)8oZTogH+mF zev~dQ;~JSWgla~ zg(!JYgvlStjML)nns(dfU%%R+htkuIBq-aRE-fw(#r#lOy;K}A8UB9gW`s@v5Mt0> zLOl50Ro@8scXF;Qa?*&7+)T7i>=wGNxs}gSzaQBxwNOCYZO)e#Yp35Bt_g1BbsA0Y z-2rv;GA1O0Mem}NWVT%@B$gcwtjy33)p5$UE5|h@kv< zz~^Ol6sW-Hw4md?-&{_v)-K85DxozyF{#ahd4V z0@+z%Zb|c&^ORdnUOvhG(C?{&Rv%Pr`|2n>fi)J$@ZuEazzdM2jXaZ!OHE}a@b3

      2. (ZW}+=LJ1F_PoyFtBv7{JAI(jK)j_C~Z+tGv9cs$!GO83fIT-9;v@%qS~~2QESZZdjoT&Oi|=_c?9dw? z%o}XDLTOuTiP&x|I5DZ#3utC1P>rlLc`jYJ1Fi-snh ziA_b~jXl3u9e)#RP2w?coTrL42-7GK%zY1^3D%Rrh6#lm(fPM!=G=0w0(yRYgtO<0 z3s{ULT6OJ)zs3>>Mbwp)5@2dbOa?{z(Vv2DD0#S==po=@eLY5}&IW=GbFitpzn>tW z+Q%GrAXJULAcus;jyg-Jv;qo(2Fu~>oJA8yU#Vxch=p$%51^6NnWH(uWfI+gW_cMG zO{;jtL*dVYnx&yoicp13W3wh4B^;XXgGR@W&J)r7#4!Jkw*_itxUGX~z%6&IL;0pB zb!|-}ykz~fM0uik6zL9LxcAn0o9P3xv!_=QX%Y@^;_^m|>zhHLQlpDdHTB$m=S?1- zfHKu&1{O+Gx+f6-7x~5FdE#LXY;zu7-Ox5ZbI_kj4bh=L^eY!jIkSN~-2vyeO{s<$zl7wB(w8X;YmYtNCZi7Dh&80i1|0z73+TKj83s+PRY?HebaNloDv<4 zm2TyovTDr40;lWUyO_MqS#c4pskj&AS@5+(_Zeey_8V|QDf}j+hgvEbdE?*km2ZYu z3i`fmn`p0oyU}88x4=tV-`6nw_J7>l_x)}(4*>oZ^!4?^MWWsPQ1|uVkG!?|I8fNT z1rL;|{Ub*rqcQXK`IqEbfBQDA@53WZ$N%qW#poX><%qB};`U5W?x!pw+Nw0lS$O>8 zha3O*pbGo1`HR0%b^i|3`bpN!!T?vlaJnp0CL)t)@r;X3k#m>HeHt9~TwfPBehZP8 zerM4Zw%|BA)+H;osj3VlFvY3EV$dGHBiYmrGTX%ogL%OI&c2YbRS`@=4tbarioCtt z=O=k{q1|pBlnePxhQq{)&1>*Qm_x%Pr6nH<7~q=Htw$uPh|Mw1^seS%%DcjW#!u2` z{U!!GbAFH^;Dt>rC?hr9BT2JL>*=X0PHA9wUF}JOR<~}H841fTnCd~py_o#>uXzbA zUzyPv-5;qr7@@t`SlOmcaO240M*Cr+GC0qhlB?L)x7#+5MK>`!& zp?WklyPeqh86PI4d9mC|n^R7O5T+? z^_gGMMeI?fV+)Ojw!^rMa{6#kR;t}9lDjs_kRNEXYa-)u*=ApnmpEoTVPkMO0CU*s<>ER-_i?P>iYw?S91p- z5p|vR5m(tFPivX??d(TKSZvM-mDEz;tiFlMk?llcSSWY<3e}x2vR88E_CaqLc_EP} zQ>}HNj4F(4Vc(&x|31Bu|JfVq$_pR(1jj+i1)Y$~ji8akXMxsHPjyAS!3R0dSI>Rr z?R&jBoIl>!6J{sD1R|c+zXO9UhO_)C(arbyQXo5E*dsztUHK=URm;?`f=1`eTNN#@ zim0hL@OHeu(2#+gW@br~%E=BwbyG~#ttvE*%5kavx)egjNCw|DayYD@yZK~1E?H^} z$M?w6=l$!~HU8KxV`3uau~-J5Nn^|xYd14xKj75;F_!T3H64*Fcy?z}kmIbWOqhoH zXzCGN8qVRfXI?IBP&KYiA>xMjCx?&i%?(sO7z6t^$8mPY276D$7P3lO|Gj(=?l0O) zhiS^Vq}#BeL&D{1m?8|O0wH^H04IBenh+^g*=zuunV6VW{qO*P!%$)!gK%%jhDXqV zseGpRCPUu?>M|Fzj@WNGbT?^Qn4(TPpg93>7zRO&W#7h`{`3@fy>{ysi9G)n)|!=U zTv&IgXKODa^OZ5-PNg_1zD}beP!l>@c`Y}nG>?;YEgB3$xN5r9o&EAxnqeis(9;6u z{T5-PozEZp8N1r6o39J0XVKoN&PB;OMthP54B_7VRpE^`iOX)EuWs7y|6yADlgEtE z#>2_i8?|cm-GQRur(~TX1vSbVz!}(4)@AP$Ygk6Y^WgY4A{te6KrVOzq}?=ntx*JR zkeSz&&c3E}zxKB1g1I--DC=eHK^OQDSe^0p)a6gGyM^-gjDzg2$lv(b@zV7eNl=}+ zF~{7_-C~9KQg}FV#04WE2mA3ytS10%+u^&W(9aoDzC#-jE?0_|LGAFnyt5M~GzoX| z_2=R6Rytl$LFGUp5BosvpD)&c#3dH>EIdU+`%Z5zqNJg0+z`-YV2e?DT|)5VbwC>C zkY2HC#~yY!!psN7x~iJozQX@5^X!mQ)6Nt`JGuQ`$v=c;>O{&@H!fsjc}p4jiKeNGXIeEpw5cEDrR%uFK>8!lf;etvN=C zDt&UT=`{=50MqlN3`^tlUZ0#Vy04wTd?c8I$W**pZRBjkVeSQqA>D!sjbNwsg~Vfq#rPk(_K2bx zI>8+3x*b7ZA>e$@rE_LXH4kv0vxVs>8c=i#xH&<6|E z9H|W4;%eE^ND??&B~6CRH{|=D?O}LIe>CAR#F5rxv*J}3temk&|6b`ke-}^6jQ#_E z7-hb;GG1yDAm#bFmn>i>NGyRMi?jiOhAir{-Xbx{@m`UddGY!; zB&*qcIZhaLphFYbe0#AGaKfwxkq9Hf%N(`}x=D8+=?6{>3224*YR|6!;tf5Z2!$72DCzaNd4Y-Q;)tSOi6Mu8&|yphkOT5I;Z|`tw8* zc!QP|0%*{OK#0G|4Z1B1#wx|Q?};Kcw7;!CCM>GAleZ({A_bpP@tfpc*Q-jo6#RBn zxOx^kLNUe#Hxel19Nn7HnWWo#g9?BYg42m`!M>r;4+dmC4CCgsSO~1Pj?1iSs1DsD zi(ee_ji6Wt>0jO>#ABztZtf%OKvJqg_(CM1MDvkjd|fC_ttDQE0;(K(X}kSw#|Mi0 z?I25rLiDK_$d%p4R+fit+I`MHm%rZYzL;ZZ_1jslmEGan1Y;=shO2vr%N0TpJ_iyh z!tZN$**9;sXBGWT$Ybq$@{SE(zOlu+Q6IilJ~|&Jla)?@-Q9Y03iA!t%Co(>(m*cF z(>ch=;y!Hnzx{w>7xesb2k~95^*@JnvQDEvf|1Xa(5$T?y7yOyZFfJ@WF|WTr8nb8 zLqzV=`Euu|BFGPWV9u1e5FXyegOi9Ar&i<;I)ptG(svwd3q#n0z_!~2@AY~rv3bec zeNCadk-K5}>HX&?={G+byn8z|oWf`YghFR)0iEo?$3J*yCth|bT`bD^&40QU}dhuN~IMUzUf;zH=N-pZ zIKEX&vAfG0r%O8y2<<8YECQ|sq+%(*z?rnXAHO3V6+eu&327M&tT{Ewayr!Y`pJ$T z=nAQC&Fi|v*HywDaNd=3yKJ-T#}bRv)`?XYL}_Y8q-u6cpS++519zhPsD?!vZ#2x$jJUk7A6trHVdrxDEIl)CQe zK=|lk6-b#OmzuB;UC=~CN80yH`~+B%6r(#g?FP2nM3CsZy)@caCzy06Dc143XH1o3 z-ZXr>^||O_5ONOO3v?%6^)uebvJqwj(VrtF9HlX%ai&`q8w=hEpA1Y1Pg z1;~4%+0z?Uw>|U{=<%5zSD5F*m@K!EZwaiTWB(A%JD@<8VTg?ivo$}jv!EYcbkW&v zAh8jqk!cIO4IJ3?&)zZ>qs)gei7LuPtlos_VGLwWe*cIxQsmX`>qPxG`62rhInGg` z?D>@@PgD|aw%)7@jX~Qe9B^h!A?}*oI7T~nF!W5Y&hvY@V8JDM$+CD;uQ;&NkhsS z%386_Pp1XWb5}o-G0g#^hE3EW$yR)b54zs1ow0`rQ zHTL~qc9in0K(C$6lIFzMk?CQ-GsHS*EhqD|H&rmE-3Nw>z{L)?P+0i$fM982`T(kE z@qFoc=E-ADusxh=h8+H=?Ph@xwW^?YNIYey8|k{+5UUlfGO*|mSFa~os_s_LN zZUYmfr211B1ON$xFXb@VSn)(@Za-z zL{?D++kTNHEyFR&2Rfzb%>`8EcgMtBWU7%XGsIZ5YhR4pUrUS3KDcF6; z{bq-3{~ec>vcH43p`vHx-XMOQLOvf5-Sv-7Nu}!>adP|IJdOooX_1r(ijD(UtfH2| zdn2~X@1TVAAOHtPi|vgP!#?lQl;)$i>r7jm#r0)~4ubUG^?A5QoYV9Ui~2x&DjM0w zXXa*%&bY9W78!aF7$Q;&*(TE##eIrZp5EjL_+BeQ0V^rZVD~O>^!;wj*O($S?d85U zwQP2lq- zHY-&AgLvrks%u$ewD`h__asRQchAv3gC|<}llmwuHp?EDBdW1I0BtV1^9Jn@p;W!o z4kdN%@2p&q@o(=gwpT9~aPmynijy6i8zEDp2X>ERaC%=dSyg+%?s=nQ&iKSpv_MM| z?3$mhT=dI(lpte_EbuPBpdMM($L=@4*B|i^p)Pd7#rzl(8n{n8H0QV?;1&8$9R?9n zJR_sNN3Y>%Qr4Vf8}|xDAqRq;j5Q%mhrBqDx-)Z+VhGbNlOR2VY40@ye$ z2}vD>pS|J2gW!ksYaWn`jFCANH?Z1u9bdS~@o0CHAt%_vy%0mj0V+x~WxS+2Qw^$! zQ20oZZ63EYIxX9e5zu2Er)ghmV{QMoMc=n9>?kkK=(+$`FwFy?qd6=!LNRb0ZzoNr zw#Y?md69GV+)QHLJnkdoA<`S2x%h^{XiLxUHTi35_IgBFTAqP`!=B@o0ks~KaV80DR|7UCcXcmMoWaoyi#I!(g8taSH|(c z_UAT3TR-TddYUz~>hi1w!h|cp7$^ciDY$Q=NW~ENQ6Bva@b>08te(3tZP)BXe)d*) z+=Ab-h#!=>z=R%z$=NJi2ehfTQzdYNVHFLBaq9U+Pks66V{`1$O)J|0Y&d*HEt~5D zDwf|NWDiGAPs}_u!pb2tXf)H3NNUomUaFonL_%63CFZ#i@7=_N%QEqcTrQ@8P(wKS7xbiEHv|221P?(W&6;RS78UaS6>jadpPkBZjc zn?Rz=?SDUY0Ychc#)Sct->nZJam6Cw=%Qo??%mGv_$)@`8i+CMk?!3b(=G+XI{Mfq z+Drl$w>#o$jQo~X>^b1Xuo?2o5>zWZrXyRG*HrX$o^K;e-|Rn`i&g4r22St9Wa>Ic zcbai2-?l7&( zmr$7W1$=i%Gq^cfbdR|gaZl3lGI0iAmY_37{6CdYmj?9!T)#sevTDIri=So`DITYf zFLC{KrDAve`ffEd$)wj75oHV|hXVoxg>dk~?^a!Ivu(P=-+;*RJKdtm>bWw;j}HuM z5za+844?4xI)Z*OfJjn3^us7t-WcLIGdC^_;tCtvsSI8evt@&KEM-_fOTTyc;NMr9 zE3uUACojPbzRDW@hF)C2Zrj z2U2u5yk_A5fV5gUi1P2!TYe4B>yD3m?p(L2t1k)p!^w=qllaS_K&Vr7ct-zWXb95z zfr}kfcoUn=Iy~|O@;9@^9|d#w>y~xFq?6@1xkv-|4pl7}0cgW>egVjW^j_szb{rh1 zzx{>k3S*@8&(1(+yyfYsPzy6$x7{xZSoeoXa^O74JVQk{epn)z$^2I0$IWj*#JgeS z%8izNfKgkFtNWWG9Vpd$Jf&?_q`_sI*a?=le`od7kXS9pP6{8bl;v7z_f8$k}RA;p483Sil z3wHkm3r+DywvlS)=O1J$mhr2X?O;XRo;n!eVN!tv@R4y6Y|*vr1}dEz(-l9+V#O@Y zMlXWy8W4$|lJHa!`#~$pXBjKFr0J09S6NXrInq>2Nf7?`Zs=w+A2v$4*B-(w%{EvV zH0%B&Rc3#F8w_YZ%Y2v~v;-H|QR8oH?(U(CddTOS+d{KrU=I?zPXE#+u){*c<5o)7 z3SFq-s>hAK^uEY$VVP}H!@$h0l0hzp?j(Ibc*cxhV-#m2((8EIh2rgG zTQB7yVE1m*IbEwtzgxh>fwk-;M^Wv7qFrGF_R zRn*Nw`Poeinz}HyTodF0Pon#=^jt@}1p#C=<+8%!V!9NNF1;1_cv98@A`uuii}r3g zmuTw6<>CtqQ;kj&0}G&v+zAe4N1>gTX1p+SJYkTG#vOtLJQ~mywsI&cc9iHcm^~K5 zum$b@%YxDj<3MTQUYO)U!<_s>bI(W5z-)?s=O^(sP?359(Qlw}Dco|9b%3dTB!eZ1 zR=7+k%P5|Sm)h@uQ+Zj#VBjA-T1?(@a>h6uERKYtEd|ss*)kysO?v66@s)k|Dxa-|4AqJ?uhkiEK;_+@OqeDqirli=$3Jqj8wyR?#?a)sW zYr~^2laJvf@c5`~N(AG!!xRp!BVT(Vq-w+UEOWA(#)`)?;R{;$zmNk}z0UQc|2UJr z9Hh`nIL)k&jBIM(?c%!thKeO)En+jkJ)9xJIJ;T)mA?!3`n`vrYM^gaJ|5yR><~Kp zR59W2aprTy$dx*jNMyIB%IL`Lf1LOFkK7Rio}^P0J(~yr2DDvWFGgt48#Ex_@iJ;z zXI{&w?!>cjgW^qj?@jzV=PI>GrM28ztR0o20ge{8aNeRcg2f_Jm%D8&|Cq$gh<=fE zTZkZ#6j}oz%maw!y_g-wo={gye{E8NoKsxx2`;+GL zJH-wmkOC6;&z=5MieN=YJw$0uFjw7zN$aHI)0lj%0cAv!*}I##SUiWvUgs5O2K0hd zOMh!rVAgGZ^GGB!jK1T>b^`iIhAboL^%5jbxquqOQO&h8n~7=y<{Rv&_S*Gv*y0@~ zpi0@+*~w&J2S^QtQZ1xZNBtz{JH@mxoXw{w(oJD$g*-7QZ%>uq4)F|B-d<>{jWz@J zmYd=d#B(#DClN;d!xM+8aCKx_FWGYhG3S@L4yScxE)JBNIp-h$rVf&8$?XzR-)Plh z)$KHH?g|H~k67CIz#LBA!-~MoR7Y|!?hr%JDde(!zy|_^T&6Nie!?y#vVt<_EmkHO zO-Kf6j}dSsHBhfyX&pKwu+Y^L&NIEIvssP#7h8}v$xp(yv7?w zlQlR=g841f_?uPktav5{z8AdI!6n12eKqVg}>j9Jjia8Pk}tRb<)Tj1*M7=et^hLOsZ-&WDqJuT3rwn<4$hv z?M29`j`RX&JI1zrsV*qmxw@dm=Mty*B13BhnUlu8KWX*eytVzCKnmX-jCPi8hrqX= zp$8&4&2*Lg>9xKji`4K%*#GN&IXovz6fqh3?ciT8s-E$fo$ov{(0y{aLUtp!F*8sO zneg(?CKLcw39~~epMPq4_@acn`K)r8(gyQ+(f5_4Cv6nWHT1tOnKO6c)!mE-+d89A zsBWADx^^h++HFhD_|grrja4n5=K@D|-cMWFCW4+kkko@+^U(BTP6sBzp&j{ra4LtQ zJO40*m|)O( zwYZ^C*A0*`$!|j;iJHuB^q5X6(5J+c8J2^hUYVMSUF|j*`o^*u@#fAMzwnymL|(nR zG<{id)9zZZ_i&n8f9`a~_7hALot;gd{)r9f{=S)wSJtIc!&JH-f8OtW+%D))AqS)@!;;Oe$eex9nlruHIvKOT4*g2DL$HV31F`6$=Ak` zRRH3rUAm;XExKqZ^;S^1SMIRl`}ssbDvrn4t_$@|>-W?HPC{((5McvA zzpCi^-mU(}G(bjHx?*4IAWAdx-VVI-`rfWSu>HBKqayphCCEM`gUH=V9N1dfI+$~= zWD3N#*Z8yq9|$To42un85{y~;z_(gDo_i*&^nWb2QKkUxAYTLbGl3+$2)-xMY_^LN zkpWKy%r6U!2aO(0eJQ*x`3bw*S9DQx73fRAiS*F16JqOZqia@VpQLec{N=Qjl)Z@$ zlY4Rx4ZQzw2ZvNqG(h{68}U7cxnM@8`tBGR{S;S-7MRt5)K}PSp*6;XkV=h$C+Wdg z%wrw!tv4$%41X|?ay_(E9;gwL8(J}|+o?mL*?p(ZI=qUX;-Fio02CxcB0!{RSkXNjW; zNndBBFi=pTQ^e}h(=M)w@vRgIR8Vs~p35X9g@BJ3ZsrSrtS`glfaZ4?ih6EeF9*Uz zta&R_W0q2M+U=e_%OtG zj|zno^E$e^jbBpdkOWY56|C~wZg@I$L-dLBTSKnEt79epdBZ-I>EeY0Io{tfs-qA;OM#S z4{3F(OZGM-;60d5trQ!TZ!s<95eqUIN#p6pXyZfCn3=PvBU7ptJRZsFWAhh#@JLAw z*d0-t%b%D-y=c1Lw~~~XrH2^78N*I60IAx0|oZ~}sc}*S+n%bI47bkgQ>*VLH&SUV*UyP$VzKC*JAn2 zH;ylnp+0YjS~cGSN*#RUkU=NqJ;rz@&}=Xp02CIX!-Oqg<3UIx>)1-U=rRj|m zIE>6sQXxhk7N5X@pLo8Qf9wh4_}G#FrgpZ;YTYJDS(Un*LL?;y5f@I#h%<7{FOZKF ziy;0!dK3_H?U+Y9+6I$0j04BHlg3on8te&PBs?YaDkmEX{l(el8 zThJN(wG|!IL8H~mX}6!OhQar5dLt4SV`bTV)`N^7-CFemq<)suKR^6p)boo0@>hR2 zWWX^1fy*~aMb#B9UVQ?Zp-5ylW-fGbAqA9HY(&dGD}KwR0Au|je6S{USIaJ;4Vs`#DF(#l1g_1uiwOgWlG6$a6UJZ z)ABAFdA)AaS(*H`(|A|I@AbQ&y49|a>S!CP@&RGdqT{!ABkb@0$fp7DR)0WBe|uMb zSeE=W76=7Zo0SM1S8~Ji*jYoeYGLFf$I$@QR{n}~OC z0NEtBx(F2(v5;lK5d1Ld_lU)Uiz;sPySzG^YDG4nrPNy(x@U^Kj!DS}=uMx66guF6 z2hef5mz%J3nedd|W|AR8%SmSXQfI{*hs;~k-j4mbAys<#!!4wac~$Kwx$d4z z{(6WSl^QQ8hn;mB?a1Z`*8WiN5*OVr*EVh;1!}w`DH3jY%H?#2GOpGrFPqsdeVsR zKDdALToqOIw-tcm-@pujP`~7Y9tnep&~j#a=`D-N3-nZT$X)I|S(e~fcGsRLASqg* zHS8!BZJx!u;T+tYq}qK)*<-TgGQiyNR9=+#k?u=)VIJ9O$hk*K$4Y*oIaXhjfBI{{ zVxRDealwa5yOVAh^!0Ltb3S#*tr~=qaW8*DDJCRXX(X(!b$Sjv>az_Og7HQAJP12f zaGnET+qd~|D~Zt~ZrY`Y1Nq+Wi~dK%h4&&&ogo));x%M_LjVHjTDKi$?FZr{1-%xwL6 zlvYg&i!GaR4ux^_j4ruZ&$H)1GE@KIW>=7AwS#vgI&p%Wt<-GSrf_ji@{wrGiAP-C zL};GY>BFKZ$qEQ+EG75-c0Lt?#MJ3Oo0;{(>~hcGDJafUTQn^VT`HC0@hH~LVFj6} zR}Ok{6)Hq3#7sT|tfyeP{!t#66^McXe!p<-tCgPB4{ggfxUI`Vdo_v+uQtQr2@1|~ zlg;<$RB8{Nc>Q!FLZ4jCehfBXkMAgqIcL|sNU6-yyYr>9nv+``1<7KqD?8`DXf^wv&eihShrt!=8eV#_p7_OT`8x~o|G1l7;7yWuJqBiH_!Li#I zvZJS1N*7aT%g*HAr1`rIcU(xvUTB)<6MDp+%*yLQo0qt4Hw)UJ*lL0zQ@{?Q9IlMp z4Q)n1-pB%|A*N#TQ_~5{rs^|)JVS@{>N!o4M1 zz3|=syA5zKS=G_JKEJVanqJ@#ECy6D&AKTs?w_J*X`tJ!p%%Y0aN5z!^pxT%(CIbd zb%Qm4S}>Vjv7D2&J3R8M?UI74j2xt!vL~qBv}|f@6=L~a&+NlYw^A@deyc4mPUfDd z9Pfqg&t3h@%ph7<=+ph7QkAjv!YXYLF(tz1lcz{kwlS5TzPc>5pbS?VWXHhynwxln z0%E63&ySkLrY8(~x$K^{X5q*gQ0wMg;TG$y?ji1f)^m7Jki{xtANuH@Z$*VK&QLax zqj^`nIwBoz5F3wE2U~RGE2rZ8cxiTWd_Y${E#C~>J~Of%}IVy!+s~fwylhKfz_Upyo(%B0L&TYML@CVqB}feip1Yc#9m|F=p5y44Qj* z&kjgFX_UwTH6A?ZFK~t4o&>AWQ)oiOFeS}<{FPGWn9$TfLj}i3Hop0;Jc$mY+25M? zE8I_QI`c^Hcn?Jwik^JSo0pEWZBc#huC6zmvMTYDBei#>XM-{{;LbqgJL<6ah)vY1 z$V2^ON4r32uS}gZl|$5aDPa6^wG3}15F65GgND{{hZc-1N>rhfSg4^9#%}4(L{=0~ z+U&K#*uNr3YHBq$u5L$N&5isO+jEamA|x$}C1F0wn&?Q1 z$Ko*+3xm{u>qvF@e)$a{47^`UP({nKuyO*(-COO@D%iO-4=UF~jD%Qw}>|)wY{jV(_5` zDL;J8G3ok@Th}@#z4R1)_dnFrwyga3MZ9Lvr)cS3=e9P~R#OY5rG+tkoWkw6k$=ljk-lZW0760b&GOfg;f19Y4iAU01MW$K_b!|?P z5IxE*gaHZ>q=(9K1?t_ zJ@Tyq@IVHl7Mt}CahP>uC3-M7scPN_uZBu`u7_TMP%BdXXNFNyAAsn2z~rhP#)C{_ z)2Wx71-FIeSX=cZ*$1YQJEoS*28~5APrj+18ZVs+g`>L5y{hNoJy6A?&ecYe9j6>~ zE7+FW!dxr3eAI2D1mJfyJPB1xz*fpV@K?a@?{l_Tv9b~taRhgg7h??vk%74b?Tdxy`GrEoN<6=WC_wX{ONM>z8cVndUM`#C;;sT8P?2=d-z$h#=cIQ4_J-E-aAX*2RDI?JP5rQ6%lF>V(L?s^|0sF;;7=g7Cav|n#b4U zij$|~r>k5h#z+gC*Geg>hktga-E|-fmUK$+Vo-memXC#UPCU14KDcQ*9OqlRnln2x zQ+V9b6?2d!U{zzV+1$buFm?L})zQ4%B-! z&$*oSXQbOL+Rd4R0B9C!BL}>l%c+uHg!@V%kq_%tj4ErT3;X>w8?mh9hWJ2VJ`JRPmkLH^8#nB^*uP2aJa}I|E zVkS0w!Wom25|B(mR|^#)$qKvn&>t_x1BM0(rv>0!!QC%&HYw?qVL|fihBYz)OHb?T zHiCCpUaEL%j%^nvG%fFSgQec~%x7zF1M=fDJkisFWmZgv0KXkBVle|D(&JLOq!rZA z1{Ho>;F2zdV>`n+Z%dHB-U^ z6|2y|N`(ifx>Y;>(xJ3sV>;tQ#s_9qnwHI-Ru0^HkzilxN(SrE^ z{}MeUcl$B`mQJsM#;3uufb}`fdHW`Ojw8oAf5=MQ*f^LZ(475ycErQ$snBA?c-%-P z;El`zSX#etps~fwPEv7=VKT{L<27t4EBFa7b$o#`?5oJeJ5%K z)rFaP+|6M5C34YM@-;+mq$4Z+h&hY_2WC!M&ti4@(%`tkgVfGCk)7RAXnA0WinsRZ zvt5lQ_<)zkeK@OfIz)W1+7_({yk~!_q&g3At5X@g%t~O_<5GiRZ;|V7BpI<-iuzV= zT@g$LradGTTt&y=)aCI4D_q=)DiUg7JbdujOsK??&&O`SF*)xeG)j&B*QOGIFWyoF zfsHV+K*Do1J+TU%ExP(jGiKUvlolvRQ~BwAUJX?PFm~<&1T+&7@E|+Of;3L51bjov zA>i%qmw6yH>tm{~ixb>xQNn&mVc=wnqEl>nv!39v11C=1(PCKe%J28J356Y5zKGsfLgjK5A8arA#w3THyrW2Z!LEHjemL`cJ1q?A+`mm_|A8Z68 z;g(1>*+cfP*sx+)DL*1@j%0s!SU0seoaA5;=j34^BkWkv1g0i6)1ng8-h+eRTycr;c22^0g}m zi>}qQ?v;hg<4DMl$hM)Pvpi9ABV8eQbR|a43^DH83>7W+J#;%hs#ydUTw);tX+c7; z8k7Atl5Qz8P~rQ%$4SdglzD3++zA&BR$C*-3at*&eg87c>PlV8_Q9Qz(AgfYuFXZ} zgB8vFB*%$32fJgP+REIVBtQ_~EsdPoS`?!-nGI98YPaghWh-Ab2F%yy7Qa|TUl_rB zr6Ci+a`2KLt*KMD2ZtjH?o_FF`g~RS$Phb{&lMI%ic z#Zw(t;BN}lByx$88J6=)NDWI>d$3D_#Mf6w03%8P9j1s^Nd2j+4&@F8e#^!igR*Y_%Kpxi2} zmr3BVMqf=0!ct(OPjSf~TX|byJIE?vqS;ZCpLo{ioD04fw0xm?j3XFz$f%Jf+P=REh^TkknP;OpvD?5Zxd ztTlDax!3qyTWijDC?6xiIvrb2x6-V%w0SAko=?xyVR)=@In>6&XAJ!rUSgg&e~x_5 zjkBpQHe@}Ze;~`jMjoB^d96izyk+!0Bxu-{f$pt}^M`%qje$kYYJY2*C2utG04qR-5Jl1|qf~8L%qEwJ~SPZYd1dhnvuo z?`U+fWFSYd>#+!dVbGxU#k1u%e8FyTP>yDnGc^;m(_SQT{xMAaP;Thv!T0%?q%3o8 zr0ToX{c##O2<>UH7Zl)?9a8!OMuPk4dGqjj;)l;%6Z6wAdJqTWwV&HG=;{7hP57HG zc&Yg-L(^(E2_Q$1c<&GIy~#XOQOf-J@css_rvyQKp3{7h$_ihI=c~*u@z4SKNJD5| z(5J3uXAE3V(n3aW&&y8{@mv>|%{<;{r1>CGgFd<$7mkF~q|}H&X_gh&kF&LNWveD( zWogs%k%^%Mh3QI0w+PVehavClOf1X**)c$xyaqNEu5kWE=XVcB=;y2Ryykcl!T&dO zhF=)YTjQg3+4<{~vb1rvllzY#seWI9a6Y->gqbMa7d8>e_%s!J|A+p<8!jt=q`fV( zEArT(2tvRaJ^LkzwVA~&b(|1Q((&A@m?zI?%F}&WywSHHnDbotF*^OoWC&jeML>}& z86}F7%R|GdS&F2xHA~HR$_SEtzisF}0w#Zqmg`RfNH$?X=3dCIV;gU?ywDMf2ok@{ zh&-vUazC{K;m8-oEOBnO3FY6mb)FHqX1x=b4|^Xzi(&%7HS04!lV=#Y<)2%ZH=&cH zZFO%(ebO*hoB?23iK{^rzISW;PeN!^{yXi|qesy$#kU|A**t@-c$1-~jBXGP?Z}lb0ORiAQ1HGA& z+VYI^fG8&4jHwPXT%=nnltT?c&W%?WE~dxhb9bgFW2e1;jR^4ZXdLiMAQFT%r8abR zZ@o}rTm`0K>ePI1vCr;oMFr5D#8NwF3I$8IzDb5elL8F5sfbFB+?u`iCmW66$9H>UYpo^ z>|{s8Wv1Ktb){*Pv_eY@%Z3I&btbMUx$dG8oX;F5omFas&Q@w`7|k0(2xFGFYa2MF zzM0s^cZ>T87dSET-W7*_vxsVcPz4xH+1XYwq=^V+(cjZVv&j%x=T_`~%-Uue@d5wg zbR;hObNr%IsaR-*9WUuTWhP!^e^K%u5%`xFybNzEzU!=2@;Df|sz1MQ=Dk0h|3Z-~ zy=v|jagz+Ct~CL@T}IM%e^m+1z(X3HBPa7PI(zJAr(ZG{mpYbXUXAJt;yhnDpzeE{ z)@W=cW^Ri2Y(RJuBgw^cyQ*d?;MM)wPRaa+i1 z-clPKV)FdF`t0 zF2=pb?}+0!aYzod+~S!wFvsm5qQp&Rdx-yn2ZThIlZh5gSvS0;zN>s;#xA(InTuH= zoa~dlU+K=8F3m_Yw;T7q)?58wYFL0E7F9Z_AStLhbD{)zZ2UFLZD+etPcIbxRr3RY z;MzO?ih5g4Wk^6TyWzJ^MhEpT7h<+`}QnR8kf(aI%zAL&{4B#xNigy<@bE!?Al?#yE&wZB88z z_|Cf4{h+Adk@IQL9c*Z};}A$Vb4o z6W%EH=;!$RJc?w&8W?xKFT7ik5m~H%VEwC;Y%Az_LqkC35!dt$VUf?vc;OT59x?XH z))4g7!m?q_50*|XzXiA)F2luHZ#avXr^$Q-^BiJo@WFE zN&6qcs|oL*zvU`7fMhSv1tgdAyKueW&{RUlUP3Xs!=$RQq9e6pwfzU;28|;rk>Cru z)m_bp_pjQ^AKJ?wg_s{-nZNhF%qvbh4ae;l9C=(5>#hH$D1}1`X-op=74lFm$%q{8 zwA$63pJihvAcTm!!z$XZH%u9B(3_n{UtXn9OV>GlnArO=%CdWt4W%BGYX*#R+wnlD zeLw1cxOWAyLZAtHduhwOs~?!d=JuxHy+P$fU}5*`f2E5q-&*7}2Nsft`*h-@luRW* zwWkbT+8XAFb*=wiMnCxM@gnqH8r!Q_EMsL=JA-C_hn=^@dCaZ%e+0!Sa5))tEF`eG zTVw5o3_oI4xR#si#5YCA_!v&WPG9M1_P(C0pPlLKxUxn2H!-$%*lfxyK0EkT5xnR8 zUfgwX$mCaA813ujT@A-mQtvHtFl@*6@YM3yoAuVu*~A&7vp7x** zV%JZ_^HAikA*C-f2fM;>H)oHB@hgKQ8bIE{2bQy39A$H(vy|I%32(-WoKC6CrGooC zZ3Wjj<_9+ z@$w{B%~toVUAkpF$% zdFy$%t+3SZFK*ZFL+*y$k17x328haH3NTuBj)GX2CD=+D??>_d0RFW zt(+>~xdUNI>VA*=pL@7%Mt6IrVB(yv7&tfs4ZY{W+ugEprI3CvNg<>r1!1&jSj_=~ zj3RnBpO?E1hEx!sno%zi)1~DX4?BT8ulx1Yb9!{kx6>!mWqZ(y7 z8^`r)IA)fF&Fc7uUXloe3-$?48O5|rcMF7;7Z%pX6lRw)tUEa2F)5L7Lk@cOS6c0# zgM#`4XML|r)N}|uqBzC^ASSH5pIxZMof70!_6aCM`qmg8GDJrseMk%OzKr4@o#e=R5i$pPt;7=e9B z$pPCe#msb!_j5d?Vv6&&AgNA9758qugr)&VBIEP>+8h=DF1=4*iy#V2=b zDzxZQ6Kr%^_X*iaB%Ga+u$313j@RUg6U*pq4*^Jy?kMK3Cz2BT+i$++B$RG2BZn8z z92gI-h*!AY9?BpqZgdB5Wn@I|l~S%P0$5l=D3RuEXj@;>X{%&+q^9TaEI0n|OIxIW zG+EML)Y;^s_M!t(5n~q9^Q_?lBMl3C?Ok~y%5~i(UoBKmLD`m6D~x`1#o{p$>WiWC zT;Q`B81m1uI@;x&Vj}dhGLO0Q_pm)gYVCHs)s@G;5KYOcWE? z$Sy%L9hsx#xL+;Fe$7$-4q}2?1C$U8z*2AMO76Mg;r{i>C;b+O<>EA$j=L*Z?$c(w zXw{;C%v()1;%^nFIFD#y!0lI@D#2Fc{m7~-e|Ig}on+4nB)!)v-G4*%uj1+!K_Pk- z0jHy`1{3!$S&hUPk{u44F>-*?dM1CTM&izlbSQVVS^vsDJZ0D%NBYl9(X93$K`#nf z`D9sK*Gu5$uI4X>oFym<@HXXqJzG{c9Hw$wXl^xkE%*t6CvYZ!?wN z=rtcl+(cuWEFtgspXGWt+Z^dhCg(E)4uL%#C}pGHXsdEUorS=Q@8Uo)2(R38`T10%Dqims3@AGVXiD5^ zAY^?;l@*>t`?-6P=BBNR6T!lQ&$ng!5lvaHx@o5Qz0kjD{LhfdfDp z@pK~g_qjPgaBB9a6@OoF#3nshkAVc!w2~ z+Uh{iLq1~pm{?3mg2&Eah&1yh-_WWc`k}?Taj(_?1ucI0(!d$=hU#Psk#F8&KNvYGU|Ok_Jz=XNVfdH3c})|*aBF?=Pu%5tFL zEf@kbe5$GUjMT)nbu|f*LaBB37Iyd=G`ubBp?9*cwAcjqs-A;MOnP*m&B~lhOPv6l zVRmRLg)0)ME}GxMcQ+LAib)sDU@7CiBp>Z{aZtXxvjD1cW+EP)@64E)>r*SmJ|T0~ zt{2Vhvf@=P>v)}o6=WA5RF%Z_3Bpv*#~wZ9G`1f}y>|(gr<1Q9F)kb-kW<)5t$D(W z2FKHOBbz98;wg4RFHYu5191f;a!e%V*V1IDY%WNc*hoK&)$z4i80>1ybSn?C+(9xa z+l<;F1ShWto+{dF2HN{?j%vptAy;#=!c*pv8kMP_rlXav!mF{sgJl>l&&jWxdfdEw zoG%P`O!)HO>4!knu$`pNI}Gw#f>$idEg3v?Lg$)a4Ys^1@S6%TA7*w6(sbE z5aA`4KJ7J3)M~^6k1UKm`(p7b}GTxSCbomnau4nd;KSaf&u1b4# zeD=HlnUdjt@6uQB8R+q1Ly#OCejbAd?6DJ-IaoY5nCi)nbm|_Lrzv z{)Uov2W+>T54;urbpB^yMT~Qq-7d!TtiDvon?DYO5WVFs>t$zc{qAnQPFgxgkB(-^ z;|WF(ytPlAC$~=*t-k8v@b0v!T&WJdzWD`hmMb@})u7tJAQ?N0q~Z{y!tzUbl9Aq? z-GuQ%lhs9%rG$ryqN4SQJF6IPhEL_GK;+8*724}?rV)H|IjgklO zFVm3-;Jy#B4M39PIsWSF9&=<`WkHJQtXiw4=QrP0$R+@6XvJ#FYf6cARxmQ#iqR%- zYNebMHExEAw^y$bqq_s1}9b5s=H5{H0QW?#WWB-69-$-W3KT343SW z%y$8PStlp*0jTPivIakdO2`8p635c---gfgeHW==H-#X&b@>H{Y-Z0j|2MUL4VOtu zy=C0O&mF?Ja&ryBUR`pdA=-d(_owIk%;DL`ESN|*lLvmqc`O1i^4vP_ zPiq%7G_1Uud|Kqx@W38faof!{oRnXnC1-uc`uKVkPbpuIMY|O~8^NHH5hQ5N!Q=V! z(G_QFs}x>L7pWY|iEr>Q3bxpynoOA?zC(Eb^`^|Le}yE6MyukgU#a7kw4-J|5++QA zC5j0sn3YAU`&&H|eFJy1FZTT{&8{B2alT=`fhP5zp>sU45Vd!*khcW?3?wMY#9hFc z96?_lvHXtC#_;$%v!C|2`R%aHYQkt&kdK1PIogT%t=X+a3ag&XH#iz`ag&SWL)7QJ zfGR3inG%SGxs|QAS^YwpPx`m&fI&{reaeg{Pkq)h9&R3M3FGsFXh3^5J~fwG0fZF2 zuM{Ugx7Y_6c12wmcMuV7g%r`?hJvac_;|+^2p7bGcLz%f>rIzFIKY{26~`v|yNhb- zo7h;*hV|r`S-*Q?KiU&rkd1e4E2@ji5snZhYx5XMx?asD*oqD*GRN)sX>)DdVo$~6 zNvG$6uCdfK8X<4gU)(5k-|Ja@bpog1!9mNS-%I0DyLVOf5V38IECFmhm-Q(RoQSpB zbBb2mY(6fEB(c4bd{$ePQDr4Yf)T|?D6BZRv1fglc^nTIQnpvdX>j=rsbKZ<+bR}^ zrsD~)M7NX0qnKRr2si!Pv3`^V2&%`sPF9LZ6d=%*rubcxpu)ySwUD8-|} zk!M8MZLVW)MBcy*(y~-P7zcPGRec&y2Crnj7SP=W>HK8Ifo0hOG_o?BOt)a zTHLP}3%jHJOaBgjGM6lJZv8skYe%1P|GmB+-2+qD-@u+Q!xUD=|6*F02VM~ ziVdD0Ig6%By+!EbHfXw(^1i7woUpLM@EN>}J+HjyK#)W(9zU!tJnoR{2am7a!5hgG zUAyf{NSPpZNNcEBO>LJ|ZlXEyu~J8_>Y;fgxFa-+rwJp<$VM})TVcFXW~7o3u1krCd4 z#rf?^8VNehF3~f8mPvnj-T1XA=+&1s70otmWa>GTpA6?$im`9mY%@H$aXxmy(m(->02YwJO76;HA>Yi%Wuf+b!nAdTC>y>_F;nN?P zv?LsnPas|Ejw0iWFzm;;*LihKVq5%rekZRSg{b9JRStY5xgxtGi zf~jY71P|{=;l-d?+^OrNqbN$H&pU4?UjFH|J!kL$QAA2APDgmv^#-b8$)}^u>$-0> z)t9+w*H|J_i7fM|v^a)Zry|@2lW8}?Q>cCy==W4s)i6r+nbE6xK5-HDA5<8lXyEX) z=&!}EZ2Zv0fy7Hm)^NRMq$1=`8!aO}3YV{Ahb3ceWyeCo3Gb&+zXUmaZ;~_|DJf4! z!h?qQiiDpi;YG^8D&$B3WJplZ&d^R-D}v|Y#-Uv+;xU}J$5y<-V@fM0 z5P$u@aoC%K4Qw}g!V+cXDUlW*KS*=&!4++P-h_tjvck03&C1p{0!&pwubS#I|DDCc z$JEuM1h6%Awm!5F_6ZZPwDWJKjoFe$4SLQZlZfvZ07egR=}uv^A$pYBQj44)|HRok zIU_?on{(7k1z#!SPD4XN=00GU*eFZ(E1PR;o%XHLlv{cymb-phtW%j`2M1_Ywu;Eg z{Hem%iM_b^ADLb8{bM|-)F3RcHiP%=BY7WcZw|SPuJc+TSOXkpQR|v_6bYQ z=+CBFE#m=h@X%Pm50*uj8ck5JUlO_)|BY4{E1^DvxY%8rsjE$*&M!CMe98!4PpZrK z_>m_3a8ClQ#Zvv(o3QDz8kzSx87 zGK#+EPd{YVSLc%NJd3q!e;!z#xekprN`=R9%6fF7&IniHS(__KP+&>6e>g|!iAWV5 za!bmvEi5#18`SJQ$)D%=eV2g1n0JFwHUN^~PXO;viXf*886gecX*MkE)Og;lC0J~G zl^rKy0Wkp(T>~4$wdBZ~d_+Br^;>*8f?uX>+n>bUt!R)^B4aZ1e6w=oAq7M;uSHiF zT&Z0_QTIczPTTepNDg2Kn|EUjX68ClR$nLil&~fF&~yAVu(sNNSyfLH3riw}7nlqL zZ0eABeCB)FO5+!hV4UNG+w@BIf!n+#pww5Q_Kx(3_aX3$Pl#TW*{nbi@7+iSqT#_7 zX1DFC<8?|m7s3hhZ@tyu<*8IJB0WmxgA99(I}V7Qb-f2~_v>N<88z+5mTN3NOrkCB z31e-)Ntp-Jr5^>b<=s^!jJoD1gH(rO2u4t&_K)bJOL+xXe%L7Lg*>#r$!zLeN;3Mc zLT<^zKn2SC>SpL7Gxi~{ZDM&bW$^|n-2TBOwC77bcEYKYC~l+(wYwYy_9DAmW`K?R z>b7-UOB3|L=hcMA{2_sV2*373Sh)PN1uWNcYo@LNg=U;WR;Ka9Ehth`S{m|_{a7ER z7$@sf7tx2zS=NF(JZ(|xbp_~EBsMe1#I^r85`2dOPB{@o@s!i zgEvC=#s~#Sk#=+K?dk3&k+Hl#dW_;r>4Ce8)K34rAyVVFZ3xZ3ET6s4r(Lr%y7s6& zzWC7>nM$TE`-R29FNv(fAzhfP`~qHImwuZzq=J=`E*nQc>yD6ctm7Ncpu1sRYlQTk ztDFWlm*4Q5)@6@o3n8n4aWHKyg^DcgI73bbi2F-;E{cZlP2`U|$%kkQ4t8xNfQC%{UX15*-P{H0)!4uuq5)&?#m7)K z{lTV^f)mV;`;feKoOe$Xu2M1H=bE|(gK|WQ)8}3X<;Kco;dt*KyEFCkXWER#pjWYu ztcndYt{BC>*poiMRvu)Yi9WuR))+pPt^%G4ZFX;#d0sgU`laa6CXNQQqbo2Crtgpl ztzUZfG$Ow;X&+vOCa#Lc@j31zNJOR@eXaT0jT&YoQREfpqh8u&v`L1sNFuzi6JE&1 z7`h@d{rEvVQWhQ}%A#JWr{twLg&~5~PDY^;G_})GVG+*e&f++&|9qy%KP+re|Y1ikb?8&gwu$6x537zEp3f=>$J4wff<5H8A&qSi@gn?oOZxYA(G#5 zJWw1$?n7M4bfKfp(vVRReQK)Js!xhOtei#W)%mK6BqHQOvb6EgDXA`|hbZOB{&Bus zF(@v05YO0_5Wau;CDs>UbZ%+hFQG zsVxqPw}dJKl@3pk*KA9Lm+#$!8IYH=wLV6CSCWRr#p%qMG~2kyLFVi|F%s|xQ%{J< z1)P@JyKDc<=4h~)HMH-F_rD?JjPsxeLOhZ@#FPa1MP?Dt*+?Sj>6kc2;CQ9XNxULL zou2XSIY>0VA62xwG{jFC2xg8~ zH&b$2wJ^W`3Lm#7?$EPOn;X$3bN|RYw`=c zz4p~I9?nAizGD71C7s`UD?_5VOvoW^pR_wh*64N5^bxG9y^t9<0c^U-9pW!9qi9E) zxII4uMX?PYsLX-u(vIv5E!Bs~;501zODAKi{`wQbx!ZR8Mps-xBI8S%H^-5Kr(qT zv?VGd`4`98TJE|Zvf&`AlgyGWwwrSq5HKyg>iV)hVqH#4>(^Qho4vyo@e$h2c*Drb z74iM4yW}&punQOi{|t#ZcTzD)X+l~4rf95pw9aKKpOz-VsR56`zHH?SxR#py)dYy( zlg3{D(9OtA!MT2dz3EJfz8hNU_71U|8UrJP`hHPDyYSAKVrLM+*`I~(e(A={1hB;& zAuKtjcwE~^28fubL!a+e>sCB}p~$R#iL&#)eZy)(#YtB=Q&IZ?H^Kfm7YyJw5|lJe zr0P5IHQJGuIYH75zLG5`7DsG;E&YAyK`AgwZI2^%c@5A9CyIg;=J$g-g>rs6%18BnotR2b3J*uj%)e}yH3jTO8 z)J&2$`6;bZ37G@<>=9ASY_peZZ4C{eApE0O$AFIFEgio1ghEecTm z7v!Z*WwUn8&ZL>&wDkaf(f|Mz0E~&zir7tNoeZS23cs(CyThL9t~8B%kcXxM*t#!! z$Lb*g>$xhf_i0Pl<$;K<_PbE~y@7E9!pJm0^r@YjN!vJ%&x-2zZc z#Dh9GELNnUyUUDrtZl68FDCxl6Qc^E!k|VRP3#+ciSnNq-HEF685<{EgOo{V+-tWZ zL)*f=ShwTHkIb0RNvU`>PzXqEW_B4btKl@qU%Z7HgfCiiY5;-6b9tjLY?JA0^Rb$} z)3b#BnV(UZxxvS_;zEQ_iTsd*CYP@ocNoXb)NUe(%M-GC(P>e;I5x^$sm}z9 z_p`y7;5Hb%9!&*vJmv!x6V!&2e8u+(r$@afpgi}BCig-25mVo+5x%OcC-EYGR7MVM zb+w~&zJfPqwW+^_QLw?wvMq{$?TMG5q)jL=Y26w|QPS|Rt$ks{1SmNWlNt|}YT`i) zJ`G2T&I93QU*!qoL4t}DE69k?vPuCuYJMx#cs*lNpbKR_GVo5_BGUF=tAas~6YTHW z3a?MVeIX%v%86mI?;1|8*uKr&^A~?5AS8^CQVOZBTWJ%AP?v!Pe9G5vEn({xRaVl> z8d@s5Q>!wR01{l=5zc%=!q1AGVBdjxr`_0xP8jX5BbHa)jpt;7Xsb=#W``-%JKEY_ z{!{8&<9G@2CDzVZt;fkW(Fl>?tCSzeSk7>L(XwVS;0`WO}*j zhCBd53?0hE{LRJ#9*{)`Q&GeRQz`x#0DGjPJTY;hsyXLFo)^gy9%x?F#zK8`~!4S>gYx}h|6kN3u_E-l6q}3 zkPe5~7qGck!fp;Tz^mn2Rc-4_60r)RSz1Z501D~#TveL2#o8r6y?Su${XTVsW}*}= z>f3}wK27=(Rmm(2W7w##b~j75T%xd2t0@6MV}ZQfn*@7V7N02}_A8m|Iws$(hsgaG zTW3!jMEqD8+U`~c)D|+5_H_uX<9P7QqT%fei5i;^6J0}N)wjTILZhWNio(aF-;x=5 z;v^TSR_Xk9EKJ5Z2apDNyafd~>aU*0SM*be1psVmy$Jo#M}~IUs?7nJWGsfb{PbX{ z3@-^Q!Tw`Zgpx)nAi+!1M*(Y1*I!uM#(x?+{!uPDi;KZue&a&2s?qM<;f+O4es_&g zrqu>b9-Qs}Wn675t7X(@;j84E?I9eh$!)K_tl8iG?Db9Cs^j+i3TvIsm~o`erdQe1 zt)Gw`;dTCzJmojVScqj<>JayqO}#Xs?7eO8h$WToycwhm zyspIF!@)_RErabm+_U$cTY~Pmjd%Ca(7WNcJg5ANylTe_<7edGiCTI3$fNPSUaA6WbL*g2S)eHPvQtYBZDIfH-2eLLlkX%od*5e6?f)+jEkH;lVN|sgl|6C zV%D7v*Z0!S@o&lz8SZP}0O+DpF0p(ONCMl|Z)Kk1CIXN-%WvIZ{uMGZq5l@L>EPbX zTU7JUkUofq06|IVLN{h zo=G#uCBMT)L*q^?qiCgG9Y^P7Eo~CCgMOB-hzMqMF-B(3pO7B8UBePFd3#LyQeEJh zU&4I8@e7c#JdChka~8Z;T07&D5%1hhSzPW-aSiSG#+Z3~IUCxMHe;p9^=H%sBf)<6 z4L>JuHWucT!%ka?s>}m#(14Zg!#YaS5Q<#6kjJ0tNvnxNa$)nrny1Cuo_Qb9YT|Ja zKj~4NPb!#F0Z66c^2xFby5vH)h=hJVPOyU8j4k5u0TA&fnr?7#CMjv5aj;yaamDwS z%=@nQ@APYL-t2Oh$PEKga?RHzieD^uHDWjd262TZ(18OT09v3@xjK2241QHJY}LR^ z1?rHt)U?OcJW8XX=SDJ_j?dGz)e#h&ujlUPzgB$Ie-^G`>*8Ltd6Np%;C6n|d6Yw15TN~5Y+?>NcFV!# zMZRyRUG7RRwo4a$<9NsIHsnnO=M3>z~S@GgLlB;-o5`k|M02(2TyV(9%udjQ&ZAE)!?- z$NXe3zcW?4f`NqRxcB)se9oQ{0D|f#>vawLN-J9R!GIvVK%cq~uIa*-E8Ys%tYjp} z0r2)-)Ce5#yp5I9p0X@@>fS4Mw$gK{no4zlD5~#AURGw^W%Yql)3**AQv{Isku{Gd zgXVzp))o(-{M(#*9s47~^G1J4s7s{L5R?1>2UIx*4f7MC0MKG`v;@LEEs@atylLIWha2kvvb%> z$>=Jt3|2|YT_)3myPe)au-G6}w2d6ks($xKe`vyDO-If1^I(JDC!HLCc~l#u@<#)) zRv7meaz0Qj<$Bx~_mM@bwOp$B^y!ws0~B@?EseJ`7L423ZNvvpejdkASva6V zG5QMd&aSCGxQ!?6xBkLQTTIrP2;Y+#28*)ll*H1WCgK>XFmEO;XiHyl-~PIcwYqf4 z%gJr1G+sxMMg_`_02C~Z>yiH^V3Uk7LP|jeKf$_#%M2F){MfjnEL)Z~^`}xayFjmd ztZ^|H&jV&NME-H~mj7jg&6t3_PDg3_e(jM^199B;8x3AA_O0kWADP_+2Ib>Nb~Sq^ zo%zFjTsdl@hBtk?fGDe6%=<;^m}ry%_BdQbf7Rj}|(?+s@T%|O1CIt@j42WU{{z}!2i`ULP! zF=&!mLB?`<-F|3?g?@xk&gY8{w7irUwm|ZD@bJB3#=_?5oOS~0dbOJAa!PKfVSRv3 zj8&nv`p~U3%Q8`ae4aQ|SSHsePd_+ldwXpICedYLer{nlXg2WM$+Rvhl_Yx$UeV*Q zvqHui3B*fYXpXpE1p)9MZ65MH_V&}Q0aH5tDosGs{qa)t#~|jT>sT#j}oaehf#}ZH+S!`cR}j(=T$Q8 zdMtTXYEn;g8x7zpj0Wvk8>_o6Av)Tl5OKgc0&AC0zHBr1Yx_$_Xgyu!vcu{2;%&Ft z1hgJHwJQxP#ECqN@zWJ%?V$7aG3xs{DdU;ox~Oxq1hme84Kft@aX3D)IZBe74&UzQ zZCihTc3phDK*9~BU9M7KbENSfp!)*`Aj*S6^|jce!_BzRO4`<$_q?bwi%-M$1+-dG zefOJR)-Vi$(9HWrK0n(SYMkGO$Cr z^3%b0eVD#IPzs;PA$}`A1ZYFE(_nFBKS#oExdJYMYq1@d$#*1(X#xV|!W%OgWa;GU z5t52OM?loiCwZOQE?pjB0SD|gf5!O8O6PECu=cvzV+^Np_D=c`? zk|51ua0#co8#Y&%2BTgzT{20l9rmi5CWFxMtwvdOi41MUq)b7`J%W8S){@_E_WUth z$)>_7EY54_2NUO7XUT+ajY#;($vl;Irzvk@xG2d;6^SrE7GK(tr6#3BCV@&cxCDLTZ6V@bNo-^-xM*{>%YtQxL9%B6*J*AA(d4T z-lxoF{Rz;hz?Hjn<%kSfQl356N<(++Y5($SNu?xQxBXLc)ZpvdkMi=iw%1e$auAgR99im229CT?L%u;nJm*!qJyvUrG$2%#!eNTc8M<)D<2iN;`CjCL)*&+q_ z@||a7(al_ecU-Ush)PA;P&{y{eH5O(LTHo>clnj^umJ}B%cniFtGMn@zr5{#z7mi- z%9q`CG@vyv#J*N!OxPM792f_E(Qm8h`h{LNwQETo+7V2-_*ERz!E+fCv4zgfvqyZs+Bh0^FsNc8$#Ic6e zj+cg!!i*651=LpKUYi@1?@hV>RC(IfQYcyo1gW#=*l{)c4wL-PonUUY!&8G8P^m!? z|1(~DrdoR6HhJ|M0HL&L;S!*qEBN)W_{9y|O=;2(VaUyDDGgZBSEN4$S*OiWBNqb348{Noka|8W@fgpGwY zQ5@HL^IYprY^bcK@9m$5#9j3RsTz*L3X_V0jJqoLr&cG5@mu&_Y_6QXw~THIAAV}( zy|ezH@~L;_g(U^TXRMbJPc{QNZ^l;moOf58SNLu+ zxvW3qP})Mb2Gyqq7ry1?<^BHsoAb-qdm*n&==QKuwqVH#$qe>eYN5dvmn++kpJ$V; z@2YR)E-uPirBFiLPgjKe9&RV{rTF;xY8r<|Mo`hwudl9zTo2StO$#1cihoE;OCzD8 zE_L`n$5Tpmb$63*MHuAP)qUXOBZx(KhWI}lkYuUx78Dg_i};gJ2>IMPeEj$;5D~-F zCM_d_2pii8xHn(eHPE?@m#<&>SPoCe$S5Z(+jZ8hqOPYmqE8_Hwzjj{q`&HyQQbv% zz1~OCufKoT6&4gYMB=OVUmeb|ud&Y?@AdWeCd2d%2wuDt^NJmY>ltRQjEahSgU|Aw z-(~M|e@aIuELzi`{V%@0+*q9`R-b)gw*YX?SeN zYvG2>fm~QvSn=bG?L#lKp~+I~^dLT5;6N2PkmzZ!T^t!5Rm$WgcYD~)@h4$3{AgoS z-X`!u!Q=X9KEOX0nCXfN-{&Xa6OBER8FweA1a}PNDxtES(5;}Qr6n{XZY?cfC$|GD z3yTjHzkf(X;sI|QB+@FOBO{lbtkAPTO-=#O^I;`!Lb=_B!s{~p$jsUO*BQ*DsGwXY zhZN@SdZWmWNl0jAZ5=uB6Abp>8o<*2Zfb5`soPlTeRHCtqXW!Mf1KS^5gJR4^&AVT ztEYQY2qi5oqSMz8z?}T9vs48rctX&K8tj${!O!QL{fsUpz#X_9Oe4qkjf_MU(**_w z_Qw!gTUh*Q^SnS1``G5?<>lt)_GK({-2&;*V`n72udgr7kBG-EiZ+1Ju+HQ-P+Q;Z zQIq%f{+_lt1hTK0UASV4W!1REBNu;?tn6aMziG{$- z@O(7~nsHPTEPX4u%^2II3UOip4vK*Tl+c=*8Z1i5HBbF^FZCmjxk`PbOpR|`gt)ly z%=o@PbsJBT=vD2OTX31+%|uzmRKF@-}UzP z0+X$ws%k=2QdwD9S~~QA@1Gw)mH1grt_{?wSs@k2b$jkhmP2$WiEe!iW^XuR2F@} zbV(Phsj0;f3((9u45u((Ix6Vv6UQ1Zx41$e5Mg0qj}P+V@4=r&q8FkA0s`1g`q;WL zbcUvim8i?^U@)BBA4NqwdwWg(&wfm{yiGRq98vyOhwJOPb&9?=bWBV=2jgLl3K`rg zzPIdSgBmqeRbOpPOiV!SUdd@`9)RC4>JFKZG6k$m;g#AKqz@)0n7?ELMbN1S6eQW;?@8gQw8jX{8ET7x4g|+q6QiO!x z`Oe6%DB|m@tG@BxK;aq|s&&VTfTDmD8)$25>%2VgoSYmUSXyWdn$QN_2D@zH#nTPH z%NfmZnkv%)bb8Zq#@5zWSX3gpAwoHL-zB3XSg{+T_GTX5A)&(=ns#r`&;ex3Jns*X z7bR`7bvfc6@4{5t8>SRjJ$#xMz0?sAdT{Sg(G+iJ(M(KCjQW@6=f5hqjPo03G`F;9 ziV$fU1hjqFpw#`HdJ!+Z7pMY-Yd9nL>?F%jA$y)4d*OOKG>ixNjjN}|OZS4gx znResa^71I{afTwRCnv?ndb42j-{j9~Yv!U^R46`T&Cc)-7k)f^|Ev0X@V$^DIW=`5 z=*aA>e@0Tdysm6?;)n9QjRjRpf)H`O-JGnndSGC`p0H-N-CB6~4%a%$W8~(8qhLwdSt46b2uP8fJ8SQYbqoW+ncCpqt#~aK9*;Yo$y)3bi zo>4*fQ-5qb&>w|_I*RujO^l8f>!QQU%k2VSk>{z`z{b3}o-fno8fbj^>eZ|I`uZmh z<+fH#0f_o`rQ3-?Z0FU{65ZnL$VkK@qd_Y-8=LCIG?+^khEUk7c`LeS`!jU6-bGni z4yV6GSk{zx;d@xXyViV@RzymU2G#L|DxFs(&4-YX0!erk&FLd`es=Z-t0gCgJYxQ5 z!0WJ)zGP&L3Iq9%`g(fBo!VceTs~)cqw22`rZ`Y-^=5eAT%iA8*w}9IlXg}Ru5&AL zjqjK1u*c?$b=l*#{yS2;nZ=~2?p0wW@)>vR-MvD5MNrTy#hY30G(I;J)PrBdewchH zSeT2Lvkx+cH=t{1Yion?2Qb<4v1?`KK)gYdW8UFhlFW_hL1&cc!(A(pD)Z97s$r!O zwA%=vHQCP>A9{h(O~uH{a>j`Nm8R~%#4^^juJCD%rrcc z-onZ2bMRB<3GcmTiCI~nh`1<+$LS}Rsh-+n9nEYyE1g|jC`XOKtgGyptuR!yXXn}` zc>7j9wb8gv8ku}=ecjm9l-+VN7vPYAvO5mUqN1YObscqeb=u8{qR{?KtdV{ zgE$p66%{8>a4fcq>;nkQj5anl%$~+&pF%o1*;JI3e-88eJ>HN0;5(0J;zGy3*wbyz z%gZaIe3jrYh-ztJ!EBvI%^bdmks29^g4s%Y$Qo4)V<5-IR^vx6bLokq`r4;v+Tk|) z3=|0KIbQ+O(i7Kc?9qF=`-a69H9myk!cYkugctKoE$!!Ds>;_i{QfDCcV6K={3K|> z1*$u_h2Oq_nZ04G-|Q@X$c_0IoI)97!9HXyb+A3UEv^j1wSqpk7l#W|v$L}^GgyPE z^D__#1RRG3hfPWI^BsR^7$Xuen2(m5YL?STgzirRsJFwyP8Mo@4Gh5F)__VZhv!ga zhr^mJQY}ybKMZB=kHXiq`1nABtet_lcVj>JLKs;Vwmq+psgCHltY(z$?5wJw@qbVq%sXnD~sem6rS0 zyF+j=G2fRt9nP~XX7M=f43Ay5)DiJ;*-0c{!5>YNdn_pCO=@Mv-rxTUOMKXby?1%C zv9#+PL`p^n&|P8~%%(_YMzZC2CJeYP&}6J$QLe!vet2#^7*ul6-){?Yb4@3*C3@Bz z4|~m*vvnHm-VzWTY;0t2#h+ZS`Po}pSs59Tr2L6L1zo|Ue`aQ8EL}kMH7M7r_~hhd z=i_C(p}6Vb>*JLi3kt1?tr;%~F=Jy=3A?@dstr zpx?R+*M0Ctr66zq^x^hmZ+iUKFDa{6W(NI&2zdI1J<*B)LoK)p_mh!@TOmlH=0L^4 z$E5IY4+Vn*Kb*=H)vga1XJ~q}=Oyh9GC4UpxFS`D_!Sd7P#D)fW$EO5$i@p^3LnZX z(7;e%Ty%mqr+K~ABSvVy+S&xVIG6@!Oc#YB0kA*C1su2fLB-f3d=|QYc*w%3vzXYp zy*yB>SvIu_1laZ6yLS^k?Ag21MRA1-i02W@?iA2LS$e1feMf@}3pX3RVc8DNxZXG0 zN!cBZRx`A`g1-0ek!t+0xKPjvD3MEe{`HdDwv0+uO-T0 z=58HOfauf}`?w>phBL54xkYU+Hotl_h072MgVo;<5MAk*a_Io$H!yVw-KN}=+N&ZK68B$ zG$<@80xxTYOtWDQbbt?-Y3_BTXoCxb>)W!~s>;g71Zi1WSzE;j@+y)HRh-aW7Z(?~ zMUbu_#A>ddaY{GUU45BG0txKpCZ~{kAyAuYo+kv;hsrsU@PREl>HHqC@$uppOo}(v z>wxc={`9#!YA`8aUd+<(9PHjrDAqTsemHJ9c`16HQQ&P&Cr-2Gr+2FU7vk~l8$w*v zE%DD{H8(#i`8Nnxet+N46^MSB86WS2=&ZzHpgN@Sx**7yV~~F5v>h}(|G73SA}=qG zMY@}rmhQO2VNRU#xxK(C0qfWmHh; z-$=vR4wuMBsno|HE+y4X1=fLIE~j}gnTL3(G);c6Gm~Hc^vY15ZF~1@`fl=TM2Ec1nqMi=Wlc*Z-jAl!x>CiHz@*x`ItfT-9#;BLec{JtK8nzXE}tVWw~fsaq1 z6P8#w4MSm;l>p2&n8L3qEsUaIbvZ-$abfIkVZogq}? z7zvNpnVKa<>GN*KOFllnMYzzsj7TJ6!8AVf7oP=B(47eI@oDk7Dk>|{X0ch){whl* z`J0DXy+$F-3~qe!Hb!DozulXst{5ydM=}C%Iy?b1kQ0Azv}~6Z$h^36;m0*)J6|cX zU!m9G`{UN~!-wt*w0*KV$i)Tbfw6)@Bp7`^g4R=FW4qEs{UV8lM*p6D)44$EEiNx_ zclx6+A@{nGJ6Ebays>U5i7AN=!A@ycfx4}cqn@{^sj0RFqrM)Us;!ui86~#E5Ubc8 zf3}z3_MpPd1Y2BtVaVrocerQpeoAins*=2q8b!b8O**&3mwhAxPNb)xDndfS`-kf_ zMT{3tqF@?z9Djo1d`sCAga7s{=TkY*o1kc)2~1M^{k?ZOWE(cH{?ocBeoC}@5H7*+ zQ}Q1IP8;fdg3{Xlp`n`UYIHca-N2wAA52MqfUK)pRcr=;GUC9DG+h4!w7G!?SSwB- zWLRW{=yYwlZe@CdaWN2ufAR=Oc+aTGZC;7bSuYL_lR@b>f+V6U9(e@?Q#z;^a>ZOU&NTpR zPT9bY$X{UABJw_FJl#uO8JbcX8Uf@Gi^XWzE_c^uRK`q?Rx2*E^Mym!F^o~pWzxeR z<~0iQFTaONO8#O-<2=I-;oZ5(8pIaG;qz_?4;To$@B5>z*G2p0HKaeeZlFK zsFD&IRVP4X&tesXK0i#q#Wlt%@R!JIaLCco)PP9p>UstEIS~F3^@$k?;Dds(MsU<(?N6-vGdb3e zg2%<#&K;H7JJSWc-hbYkF2XS1iH=573yX*d`X(CVtFETDGy0<>Ee9tK%GS0!x7qLM zF%;vSN-`oWSXqz^4c?|55FpizN7Hz?Wue)7#vAO{6xE(EamL@L2n0M2YnKCTA3d~J zu&Y33n|ECLxsfTnrd3ZyMz%|$c;iUI!;>OxaU4=RY+8T0gJVs{<-PcPiR#R1iH;IU zA0jFW`u0+ZCQ~}3Z2gm)+b>-b$)lZ}ok(1k7m^}Da+-R9g=+k6^$$STKFUc#Nldc% zF{s>LC|8y_Aw6?zl(4k8sPY4V>4~3!gne6ra#3d0d3F2)vkT=d?^nsS?M&|hBb-Y6 zAqEO!w%IsM|aVoa8SdgDjl`<6d z`Zc)Voo;^}xi7Grk=!P5w^mmbg~!c0IEnof@s{PWw>^MTCgoQvdUO!v5(3Fia$9b6 z04gkb>f+3d%g-;blIxQH(qd+`((+ZH0WBNPmhtrT6m3PjlZ2i=e8ZfZo157#4yd27 z!-=@rm0%|$E-x;2yG;O&0wXsmJ>4Kn)_5jUpZ4d^pN{)wFV_1a2zrv`)3{?uO}VMp zA_%x*XRCnJ6FGFeSQnPO4(L7YdE$-rT=|5Si?cJPdS@feT2z-MG{y`0vSea_&cQQ1 zVH_+~G>W9O z*nwu!9sIQPp;xuthMIvPPs;<>F#(a~WxzydCzPgEvvbj;0-Vf?|MdiVMZpxOh?C0A z%iG)C?MzP?=I;9p&hV7ntFnZ$QGl`gg{_zB%Pbc26?458nh`eb24X4IK5h>t3_I+y zIgiiGsFzBER{uftngZGIfgvxS3-QC#s;pZoV@UyWInNNc284rqjz_OC zJ0yjKohmAXEm8z+YQt8M7g@4c^zA^~JDRV8VS~46hy@d`t1CV}9@s9E5{tE#=cnu4 z#fN^#Qs(A6Kvg460hF@U`$nbuMa`QWu@K-{zz;j5L$F{HVX64(vq0ImxSg1T2p1dx zQD19;{7ndB;NgEJO)6Ds6zUj77+(SK+#72;jndzZ5YQZ`3m<>~49N4{Q-TGAI<0*l zAB0+Yek97?0AFY12VWAm!Dr@GOg0Eho?ffFvgHCBl0tC0Eg&id1%H4Z0<@wq_$yF< zf9(OH+oOL(ThS6J3apBrsW3E@l?BD6pN)uTjvo9Wq`ovzTlw3!Z_REe3h13WYv6YT z|Jj)GmgMDQqwfPRMstM8Xc%WycsNA{0+3QCRG%po@D1X^m_nvdUK<_81t33;^!G%xA#8tw_frGi8a#J*ZkCtcbu;}Q*<-Wha})Y&ZrA8=qU58hM(y6| z6tyjeJ?I8rN3{ZlAH1NeCzV1Gq*c9~t1zq>R`AL0%#|{2Oh{0dlMA2b1zXtpG7?XC zSmb+wcdwF;&bI~MPJd`1HsIQX+k1cp7}^}OP4*13i$CX$4-JJ~hkkjF!>9-MLr-4* zsG{Q$U7%Ow#%{jy^X&NcP?D2g+8N|6tLay8$Z`XPQT!fn3g&5025}ajwQRs3f)U2Q zr-9^ek*IMuKT<+etl;lA!=OUQeGC{Rjg7NXQ9Uv|zIJPd@9))}5;D5bFOtp=WcbL>LYZ z&cA-|_iqx{v@hZ67As?8V;TG&tPV}g74yYrA3t`NqQSL^i?{XDO5HH(H^=LUteKb8 z*slo|lYh5w1`@?&uJkmr@+>taWspjli2dhDYR|WvgIwI)$)%)t&{GMPx=Kn=3?;q~ zx5L^%7!?p`10OcEw7iCe9b`m6>5S)OVR-}RVG|iXIqqxeMmlU2NpH_Dt{j`-<2Rg( z<`V~3<7+>bjv>3Ip`mus$HcsG;7jUBRYgvP*%7^=IUt4!DDp7DO4SFc)=HHFLO$2< zeJyS6GgJKE2M34_A|%OqdAHZTnC8(10+)crnHY`(mjoSGGa8)&hVmUFBZ@38CGYEe z#f;G-nQv15c#mOB?c>warFw~Jiy;91O)4A#dFQKiQ~)HXT$HE)=m6`#9aFU0$tA<1 z=a8pu(f}TQdAS)SB$EzCBFmbJ7*O~@XZiNS=kcDWro`lIqn8lxA|7viyMG3{ne2SQ z2Z%BhT;QQ+Rmvk!=bSU2C5vq`XftCLmzJiEmKGMI%V1LEz$n_cS!qt-QCKAzcUR01 zWS9*s@XmWtf_qcm2~`vw#YhA#*Xw$;IMJn<^&^WP69;VU|K<8|5CVP1*x0!8xVyU> z0Hsp|x$o@oeruS}G&hmE znB?%o#nI8Eq+3sWc$Uxef|_Q%QJcy?prN6mxR}-y0*tCK{g4RA<@I&JcoHowZKF{f zl{|YM^siI|7PCRjiJfsC;}`Dk?!pt3;Q1|SzOTBtkt&^phJpoU{3D4Rx6HaRa)mK~ z4NOSt=kav|%zb115wT18blcbsI~n(853jH3(#cs1Q^-rj)%M@uz$l>7%?7@KZv8Qk zf~GcBvn3EIKa#G3*6NY&TBrDfH$mQHZ*LEC?o|n=xn)%i^8vL7uQ~Gozc@df)&#YJ zBk+By+TWMKNP}NKp>@2ju8uCAqz-!%(B9fxEnQt%bLj3D@{1DP!N|R8gTU*Z;+g^# z@X1ETgbEu)JqsJ=q%-fQnSB zcbCX#>GKN+NQ(m?8QhMnzqqoZUo9xfy*WqPF-k`W@RxYDL9;WB6p|{0G_h|W$UNs=Q(d9vA#q_pdH-rN#OZjMr=C~N;N5OFmdsMY zusgSxNOG38*2kJdC5`L7(u0P_(1VhXvA_B6a$z3!e#s4r#HB`+`wFqeP^yl*yOy2ZXQnC z{^NU;q3=yl51g15gg&?=DJdy9I9PaBdEgKG$4c)T$Jiy%sVPDXg@ye=75rXH3wMrw zA!ba-X*n4<>lVqiGBp)f9wk(KTy6!MIUjA8pPygvyr=U1F#9DnL^uqaAv1L14P-Vf zD(aU=n&>N(H6dyS3WLb8he4#mUzNe{#pTes_~CAKpx;J~tgv%%B=93J_b;^1&X_Ql zOri?icWQimdVIJL!3ZG409GhtQ42T-At-NS36F5s7Z(>_7+1G~+=tlb4u{QPEek%% z9za;76{7{*oPbI#v8tr5-utrLCW9iL@c%vgQN%*4U@QRrGl@ZW7FeshaR=i5n?yuJ z?o2?SJ2jjy_>1GIX=6iwZ6+%#>mc%ZJYpRvGbSa$XTtC~S-GLH83{Sw9S>K!R$vhP z%4cJf-Ubwn+|>#U-7WPNV4FmBAsfcG8UgGTI|mp$@E}8b>=tW_w8krCHWz9>mS~ib zsS`tb#BO>J%MIGT@9?5<3X+k1X|!&wx0yymRgTBTUM1#Z03m_FNh%@6^fH~*6|a~! z8>OR@DpeV$zx;N3fC2P+$+WveTlG)Yhb4PrPXU9F<0*Vj+f&dC%wGGCK6 z-z7(#0KvYjcu9oT}-8_!Nos&pOELPJAS)B+i! zY9_19qmT_qS#nJv*dJV*Ol>&ZbM2wQ{eLq>Vi@~5Ja#C8yXvvy=80b>P}W#-qk69!qa~}Ye?y+IQN2iH7Ww1 z!vvAFGZR3Hjh@hb(L!l|l*u`k;r9R=cE^A!o=Re+6w%T74i;He<#4jvMl5J5-}|*L zz+4#-5piM@^ao(ku~WT9!j1m^o%V^54qY-F_b2B)oLoOSk`Ql~DemE11@YUcZ{K1) z&p^{qNvzT+)2X6lEbRq*i_7oM9OCYf2Fq~n3R6o;O+gW;;BvH>uqnn|1MRm^ZKm%2 zk>iDyp`)YY#>NJBYbMM7?g0UX_tl{`@7JJk3yj@$8)ARvTGu@F`j?65!`s`tqEd?kgW; z4Eh{1b?QI%M^I|BKo|foC4*L_e;LXw4HbpG_x+PC99hWAG!rL5!#XQ0cHCl9#k|FhjjfD^um(Kkmj(*0T43}%)DQ}T}=@+pGTGc%yWGipNz ze0FV^DN+roM`kS~+-?E->d%hoMP>lNue|H*R&=bWv2@e)a8HhVx6PX2kq`!6m@)+68k~S?|%Aj zQiB;=qf|@eAw$ToeQV}ax7H6NHI-OBFi<&L`G0#Aq)PlBQyy_qDK_=4)6CW4T@9bU zSKiUQ`lWyxeW`9kq$EwlYfCvfq#%L4iJaH3Hn1hEtcugqiS&QX&1t4Tlw}!Fp8-kN zHxUsV6H_jgQ=a5v|3+`!8WRNocnWpEB#R6@&d$!jNyCPF_$4ls2H;bj?UDvbc;(N& z)U)5hzP^viEFWHWUD(D>5CF&9k`o9Q2}oU0+u^$=cI5^G##UA`2;o||Pibj{RM&I_ zd3czZ;)5_3l9XwLnS3#%p$&IH;E%Z~sEkgxFYC=UpYwO~5jHRa!J6AwkHZW$ZzJ_X;w^UAh2lU_&?uZ8NVr zAH*=?6Tf~nT;^WN*PrKbrU4P7#dDBakmS+=*;SjxnW-s0hmAlBG3tBZXBf9<#o4p* z)&TE-7eqEsHaE$4bb!#mTxYGB{fi6uj4g8W(P?RNmKzQtnwpw@Q}k?XPT)jt4ZzeW z&}xnaAot>>0D=~XcZqaxf0?s@2zh$+gS9s{QOW)j%g1d!eV)FOY~ss$|J0crIN#Dh3C9pj=kSW%5;(*+0EAGA{*GeMt!K9D1S(th z9jou%5f^V{&~FedURDfL{PqsMbp>hr?qW~1szyr=ufmuA1vP2-hQr;Jt@&B6Xhk4= zrRhtt8yWN{K5)w$SAV!U`%P`;iyu5r!6q~?00o-J7Ab{&{>kaEAs*{rUw;KUMoQj3 zPzeBZFcuwhJ)Bo|gy>b9!v8n|a=oxHltlV3QEcEXmd~*}Cvd{ktS$hhDw+_q#^dEC zF?%k#Aw$211U#?f<6~A&kq?1v@fGMOn$n%vIrH3=D}$Gle)oS_@DM8#01ghr0SqMf)wV zzZbf@KlFTkgE@%g?*LsVQc8;P8h6C(sR_^`Rl34uP}aF>iohl93&$JJprQTZ&sK%_ zdvjCl++R3(BZ47TT~zc%5wEE`5S2c-voY#cis5OJad2>emS|BhE()Y6#fvauTox_% z5BdP>ZpXiYga63x;OrbY5vVaPkuoagoM8>aG0i5^2$iYHObvp|x^-3(sRn0E87>Xz z{Y_Zt0!HqIpJ`;&PJY5O+6@SmE9f^J|3tdp6%^ZZcNS_nBq)8uACJwvupgEQ@&Fgx zLFTCUNj!NuIT+a3REyXcIBgKq;%A*tDvF31YT_FTz{eV;p|QU~B4U^z!ctr!5)+2$`ciGm)?WA>}@z$IJ+#7waLg6R1VWZFrJ}fJM5K5k|rM zR$YJpf;G1eJwO}0SqSyLnytP47+e!jKD9ufItKdn2VOY!!0U<~|IpA-;YK`}SO^0n zV=#i0%v-1h6e9llkrCUjK=|=5Uy)%!kRlFf)C@l=T!B){(o7itoJKNf6`2TX?(HuF zm{SF&uS*=C$B|;@=V_n!7a-?rCTaICHrNxtd82&ErS61AM5GY&@?{qsDu_dm>+9B9 z{Ioz+sxfO|Pr0aQ^Sa)7)~}J0YwxN-T3{P?C#XqW4F8D}?aK#-n##)G$ln$b{#QH> z6884yhkXJ`+8$hm(!XE)&Pmizv^KbG7fpd891RuEE+r*35Ha5gFlmuO&=tb7CaMEQ zC)5sXxL_ZYaj7E#K`O9TBE!Hi@h^1;@?zB|43kp`c~(yvt8=OPlRnerJ({o zIobC=UAIP|l1MA8g4p{#4-XgZAVBTlDGOL0tsqVH3F_W1JzuY>&b!QXD>v5;X0Z6K zvzqqK#NTw90%E90nNYEkwS9PWM7IJ-h;hRnJV_eBumagxNC)LW%r(AhzTCv3)2Fz1 z)!+1efE25`%_IXS8Ij0?r6B|@J+f-df$`^@l^LJq;i%`=AcBA-+jIwL{+1Gh@S$82GkSv z-CMJ*Q%mq#=(LNvC@W9Qmg$a+jBNYe#*l_AfC>O{JTs0Ol>U}nO4-EzQB_F^gG<5t z)8`E+K98)7Q=_FUV`gPlv3TR5C=%H`P}Q)nDN+AvA(Wv%hB?yxiRS6z8@)0Y2ZsRQ zGM63n8S&-c0FWVtlvSYJOe%l%wxktrXU8Hlj8M|j!bL~V_IA%mNg3F7w0>Gpal{lU z|1~-a4xig?zmMUIg@%vZ18){uSONz{DUuC%@`j zu3ggyc=g&^$8B_AYsmKb4JRk(R^@Zv`ZC2w_G-IWE)k*Iz_t{Bi({Eu5F3egL3lV4Q54P<=hlKq zdcXR^Q2@U@KRfKYPD4a_(QkpSbd zKc*YZDZqFix>1GZ7Z+m#Uia)d0;uqDEFBnJ6uKll*-kDl5uu^Vlt}M>C7QlII6h|d zBLy=Mm*@KoWa^u8%*QhzjLR6TaoMlRrLW{Fudc4D6xHU>iPfJrHZ}rWSpBiH8s;gU zE3lQEMA5H$Ps6hhqZn*=%q9y~6l1@^tGDIwC_vRkrBzL$dYzr{o0`388qZ z5qrg{u*tjvbkff;i$z^)fJ)S3uK3#VufKeQXD&~!L_az-ZeV{>r0ABcDk&td2<_$z zEDa-LI?D&x1&vg8%j|8$d}yeD{!v4SVR{?XpOpXa*S?ZJyT5U|vFZe4nq#W_zb`T( z7jJjQBs2UDzF0n}A4jV^GxIm-gx-RF;Id7%>XO^x{F{S`|DSJ}n9A?r2pA4BGP2p- z3`p9GOG>f|Q2+b$p%TFlmil**lWJeRKR-wK&Ail9Ri{7{PzYF_dvE^xzLhv+hP?l- z;CZ=-^zRa6y1TkS5LH!0#h}&w=f$W0zNZ%Q|NTq-_vu2e=fg`M?)_>Zt4pt(IfTy0 zlcJ8sRkGa_sf!SWKvE^O#lIitzpu{pRnpy}>)-i$?y=Fz%cx8gb=D}?q=kMHn;!T0 z_55bCi&+Ha-F~ptp)IipBUc`E8vksrml=GeJYwRL)y{w!x;e;eSERgZ=T^urGY-Y72J^k&Sr|G5-zSy^1%?r~GA@bovC9)Ot zNZj5y`PdS8!sB;ROA;bh@7&)6MOUylQJ=Hl9$LHn_1Tud`-D!%0r}TvcoVB;rq20Xr@25`_?1y`o zg!Zp$pC^u>-KYe#Y)O&cwQ-^1eNfKf#K$A>zPg-N`U%fMhcg(BqZ(5|os{~C$tY(9 z!ueKbrVzk(6i7Ia5+_&k-mJReSMUGI3Thwuxw^??Dr~k_?dwP9Dm-6U-3;&2rY@8_ z5qNdjb`f5cOLV^9q8r_mSi4B$_L*+6%^s0UJ#<+i8QiY2y?J8=HqxjD1jn2y!9|#l zo_hF9EG%b9K&ne11Gg|}XhQcKEL*`13_?mKgH|I?z3)dS9Z#b}L#lR%;Gp$hjI$Fg zusS(8VKvLtugAus=Z9zzw}RLxA7APscoLDNJqU(PiIt#&D}3dxm)O|Y*==>2dvChH z?WtszWM0Xqa)l~LZ0Txj+%sGM zAx1(*E_`6&WZ7ToxZ5}pS~+N5fB9?i;1Ie2t|g#dSM#a$)A;*y*a$hy#id;BoNj0# z*A-RsN(j1j*!&%jLK zr;|}s1h3)uvckfzHdP1_lxwjWYy#{fi7_$j2M4mY^f%uRU!QU|DVUm>#mq77OUfE_ z{q=qX&>)#e$0s^5ap&l$tWxn=FERXL1#CaXb-2&o1lZVp7me(z_8kxT_o9+01kW#= z*TXG`$1&Z-?5|%Thm^@g_{?(p1@@a~xr|{QPd0mfO(%Lo?`>~QI=>1|Guxh8oEx$# zRM|e}-jW*{GtR|Wue9=4#~n=8bdPSXQ7-c_4E#xAkVrkZ-*z-ZvODBINe2I;1CifKdfp(7-JHP>ji-Ccr)s*JR}O+v7pkILL5?1|p8zN4VBmHx zKbHbtJdoIr0J(eGLyZ0sT(Y&r^XqHP)ip_R@#pOU(US6Ut#|JVe*ZSg|CM)U(BUhe zewUjvy&C%fvmnbXz;2Z6NoJ_hMR=T0@aDvz_s!g6_=a@al8YTf)C4{!E6>k`k***W z@RkDRAqJkf%l2AKR(;%`OxH4da!e`IgR>X1XcW81%bQYBIZL7y_FK8!dM_Y|tZULi zDo$H;gWIq4xF<_Zq7_<&tdWFzFC85Mm1uBrwjBrRWf;vkTpGLbsK)SB+goAIZPggX z+o5cN`;({=sN%r%W?^9g7dGUg6av&2=RqKmMSyWcLwzf3tb0}^FUB6^vdGqWV^UH; zbfggN1l$EPNwohVyd_HvaGr9c_W%n6csb%E+H+G7Vn9Hhc1jE;xQGE#=0oAKXWSnc zC8@$zTa=+akYC0s$p6oBX@2v)wBcf9iFfN8?;l@vI{+_=eVdJp^52Qfw-Kov*_`!b zokSm}S|two5>mgD8&0Nql$cXfH0+2ClU1}7sI|zzEI_%V{~_AZFT}B#Y^_4{i>i$t zb0#^{eUxaB&MOFD0d< z$RT9{lUg@#z98|S1MS@u9Nd$JHD6UFMwMj0gT#ZSO`CGO*{bsp#kKXb*wM= z7BX9O3`lFbD_OW3{>YVQsfAd~RIA9w=6M zl!Kd*>Fmj#4j(YO<6>OFI0<)C$(qKy`F8FeQ$)0K=bY`@mzz~pckZc9q*RSOpT2Bi zV~K2Yy+U8gI+k z^z_J}x4TZ@YV|NAPZ0=o5PCz#q_F;mt9}LHo1jC0M4ykBI`2@Db1LZE{MD*u&WR@= z_I_}x(Jvn@Fg#PDNi5_W-mz?n5b@PJFUa_(^e^28t^}!%&CR?^QRQYwHfig^TaLmq@O7~*C;fFStmV-Qk>A;qm$PZP zXx)dUM|b4XSiXCnf$0US&r3yPw6aD6reP%>0AeJNJa~YH{{2G-z$d^(ZvXw;cQB(V zTW}TzA_q8}xYGgy0|9m~9T{~zjPicPlh#w3$upF%oWnLWAcnyTgGa2Zo;TXBse`+d z@q4`Z2Th%j;RCa-PT@YGzA?(R)^7Q=GvGQx3l*m8WCK`SRL8ph70tUkE7xS-rU4R_JMeXdThB(T8eb;A7n2Uy_qI#K`qTj(O0;X=36qYM3? z?QMzGSPBXX(9J=BqPe!V7R4TA|K%OIp|s%Is(n~{dpbXt^a`h9@$!B~2R+{exY)#zU*F&0eYE@grbH}(pk!H2`InMS|uQwZ3@V9;(e}Fe8#d#nJWhrvL)G_aq zpGyZB*#*qz3b>Pa>mm?WSz80+b!!PE2lGSn7XX9r2XSxDz1$LTs{Zy{{pcSartne& zW9h0^j}fOtWHuDs(gPA8^&y5k|LU6G(+KFwL<{iL9nm20`rN&xT$=`&Ou2n@k79mU zxw|)t+7CQt*(t73MR^zbnUkH!nBLv^`$K`Z%>|y>a{|1ZAV|l=;~Aay_wepQwJbvXpXp&)6PiFcH+wnv8=j5sAh7v0G@FH+KpYUZvIGtJ;u(b(T8K9 zqcHgCbava>-6SNT8T*)f^R71ki8#8_IDV7+&cDuv^|oyQCe0s$>m!4|G{Kcp;5tZu z*7^O38{s*0cyV<_^#q2)`#hEW*M&v>EFHjyc9W>8s(PM7F%8PTzP``n8~FL5ds&vu z)i@DhVc_DP@@{cQN5?;X>hdR0!%gqhc_6k%Mw#y^Ogt^{Pk?+0+BJfgPW5HFppOn& z46^`lLAGcRM0|TM=AeJs; zAolck6Vb94L%g5{MMDevY5|K;s3Je^b>a_w*k z2;f#XFtfXLq>)UV{y70IS5PhkFJNE-^nZ1HJknm;dOpX|-AxxH?&H)>R^{_K_DPM- zhA~!6*}485yDf@^I9!}8ym)nrL*#3PYGb5{4~4dS0-0X&)15G#UB!JWSGV9&^*fyp`5FEun2PMeDid^77RF~6O zLe|r9|9(BOELGL1H)iv7U#^F`Uo4-9>w?<;iK~y9(WzkukOe^0byTN~6x$Py%Zh!&hJ+8>bEDe@v9FCP;>s0JMqlF)Ir8sreG^gw ztM|vBVTZUd{sDpO?QJYPJaE5f1aKdqXt6!a%CuC1jVITxx3uepPb?D)ii~}skx?ga zupi}Z#giW0r1|yZSbY~aQdhEMr{C+Tw4d6sFN(O|EXgpjp?z4yEiti0Jq7M%m zw(@U1W=*ab_DJaJB-*P>^zXZEtelV{kO-S*Ilg~Pzo0f9Xdc5Pisu;;1cCrmv8=qj zfa{^w+jMW}$Iabc*RB3u7FEXZj2+jDUHCM3M6Kb8g|p<5Gl9+Pw=1rPFBQmMf?vo= zEoZ8ssj(4QGE$O~K=rNzIJ>qse$P!!=UWiqkx{=AxEoFuC5dA8_Vd_BagE5+s9cu1emNWu^!kkO$DiEX=SC1vCnbFi zjagv!Z2H4i{TX|(dJ_5>?J&^Y_jD^1(irF@7X_Co16nQ-AHQ2vy+G9>4Y)k}uX4k% zadKiPKS`%srde-f@9bQwMk`U=32PGus*KRmc>bfIVqC8$>)Ynq^@7IAQyUX?EbP1iu4ZNrmi8+ zw4-&!NI|+z55?y*;nS#B-i4Q^|F{hb>)^l(7)Bs!h>eA1tia?|$pA^fh6FIawVrCH zfm{5^!(jqTXOu(LqKS!_qOab8VNZW>Tz=ZNmDCnexdDrJiY^^k>NYtLpFYy}dcDT%z4tQ-tQ>&-m>9boveN zc53jRmPhY$8wQax?$0dhZO6dK7UmO>Z=xkKr>w-4mf`ol&)~9S6(IAceb{&Pjhbl} zz_?n_T5xbZOC~}A>$iBrm~^nE=E?}IsX3RKnfXuk*M1y3ts>X>puR;nydIp_m{M=4 zF!F2m{yr~yR4XddgaU%~=S-23JN!GlmLiS$^vuNGc%5wrsd;zb#fea@<{zRXAo#`S zyg&bGK0A8wazRhWX?igp@El`CF7Z#<>Py%N5&QFHWo>I3#zaXrRbL2E@VZk6*P}Cl z;^tj61W^6uh06dF0UiNuX*s|3I%erMB2;HyZhoAi+CXNjD{J;536Q_XYSp7 zRI27tE+|U`K2vOrE7x;t3cUq)l53|I;XIW_m%{+$5BNDPPp@N(c_}m9ZGTUB7N~Hq zucrzu!!+S;QIaIuU!1>bNc2{PY`mJGfI5^Nh14~ko| zb}M~mZO~>vKf@wN__=C1HF1AA6E4kvMm_OE5o4zWHkJy=SgG|E-V_#6gK?(~RN0f+ zr%G8lH^0-T!$27koj!&J6%4ETZPA^a2JYn)%lMQ``e~hH=6(P)?QYbzP-xBB=oRR> zP<>`^-LSR7b0yomd~=AJJXi%7p(L0x+Ag#U zP<=sTbr7__uYEIZT3X+r_p*WtG+|Y6RwNJzD{+^01&^4T;p$&U2n`wfK z-*M00!ro3><8s<{GU55!r0x#A-;$My1rNm<`Z(d1!EU2xtiD>jySEpS!WvKR+lRCcfbnFkGe6T{6B%cP}uMk&#IzB7RRqlhzO; zz^0Rv@t{bbqh=T1XDZHCn-`SHI45dk%bwtikAGUXw$4q`-v1-@)BX&8rX$jxn2_y;n!*9Cp?ZdmNguqZuGKPt2xJic3Z7kg zVrjZ)Re2c52PiF=s%gj5ayj%_h_@#sQb$Pigi64sH(+eJvRytKg4_#teMm z$~_#HMg20sU8Mhm_v8JI&j z@Y0?9k6q-->(|@w>`J0{Sf(TSc_ zn0N1u_q+7EuEXUFl>d*tw~UIb*&20YgaiU45JCb$65I&{2p%9n@Ze4(!QHKa5P}7F zcXxMa+}+*Xp>aP&-o5wP`;7B_=N;qxxOa?ud*n}=UTf8=nl)?ASv8-To3(*m1GYl; zDqKlWd@{!v3=N&Xz)Yy=?+xwcKJc_!f?WueVISk&;-1*LZQgbj1LqSs}kmP zaQEe%yloY{gNr(KE0kJsG8zsuf7};0Ra^M}6;s#|nQi${g(42u=d8iLgNdjk?a-XfeQhHTRbHpL zn%ZTAQR{oFTDM^q`^mQxKKbwAxF$Agn~6$T#ta-HckNKaW%>g1Li-6Ml~1&l^;8$% zdP1fd_Fbe!a;*{7X$=)eay1bBP_{Q?+?(IW@E-z-smoW zv6eZEq4$qSDO1SlP>GerUNIt&yVj`;n z=*c)^8r%)4RoZ3le<_rY)$)%e1d|T$9Lb`BJKXP$OiX&!_v^Ky*S` zlw3`%J;#tHf>HRPl3$ZfTW;HgEXMhy{KQVQ#%18Mqh9zlV$;*`k>1T#5=j?3$ z_#hglEbdJMLLQG;LJ_mPQVJt)8N-HC5gYV%bMDrpp2Y_@6(F=>q&HAC@zl>ssB{fN zh$Ui&?)0;GDkbs5@lWom+!VYUgE&Cw$rjdZpOd-gla%Ir~x}2n39{%#>P6 zaZ_Z6RJrV%k8HWKRlG%KILfNXVMUW423a>serz=SnMKuL5QLB#!*VWTqOvwNws4peV;!>&@DkL-^*3nb}2e*FPkx_&W8Icm0^4kv<3zt1gOpZh2sA(zXb4t#s z?lSr#H3bhVSq##x9)tC^_u1=N((R%t5R(wXurlL}Hyk8Q-mW^?B&+lE%j*SRTXtt( zW^|7@qFmY5a8!x(=#(~fv{Q{*Q3AA=F4vb2_?wFF*$BRUs)tkCnSfv%_D3e>UtQq! z9j=cz^PgO<$0i%jVxR98O*`oG-UAc+?nBW^2m!8_k6my^prR{(E6sufEmx+D2nE<& zOa-SvrXuZoz-}EUbaT!A6~Oc0z@ zwvuZv*P?Qd0AbC!)9G7u{71+Zl||?)@WtITJl4|VWV>JyC1$w_PqT-~Jtx^Id@|M> z;H9(m2w&2a8ZO0LV1dpP$C`6mR$6Jrj(m+$Rw93Oy{$qDD?gpmUprr7jm}T+iR@1{ z!E&419!-~OwnCFBV=an>R$Bz-#nBuuE^)r~yL(r$t4RALc*>iOS`Q>D{-7+VorhEM z_uJ@cgZ5A~PRHZ<`$Nf(sjV1SCwnEBMrEy;R%AwafZ#LQ_aW?gi=e%^du#b$U@|Md z9yO77Q%EzKEN6FI_)3kKEE8yQe!b$*inl$U8*Bb4GdX#vgl`E|Whx5o0}hLNe}Cb1 zH&s=cvCia=qQRV)IM^(Z%it^yn>blM*z$$*^^EhN&p>Cbeeg9lPLLQjGo7Tozhau> z+Gwx31JQYCU%2eF;oS~;|Hepin>dXs1*>!7`c+HPFYh{&DMzE$7z6yi>wN9*%4&&9TwCAUnxGSb%(q}hM{6}VuyV$40Zskbj?BPaz zU)Y+1AfD`R2^YT#34fr(y?fVLH74M3SoF>zuaD$YGA?Zn*WwCnOOIqdpa?7DgLSNQ zu~i7{?TzFs$t)}@m2ULIFJ~acTv;@GqN7Faa-;IFVXgMp-cctO{kq;#Yp9g@SrRMS zu3#)a`|c`Eh4viherjR1n0uGjhLAwUMR_~UF0h$7ZJ4utB3|ljy7dn1&E2&l44iww zT!EjF=f&DfM?_E7nyj^N?I!8>v7MYm&?Z*Kp}`m)hFmLiAv zQkK8feP~VenFu=x`FtIt%5YpMbcMKgtu4jw`g>g`^qaWM#YBZ(6M}&@aNO1|7DeEH@HP=8qM;3U)NVv>ESwADgZexO8fAU^_4(I+_y&0gs}v z)x%#b)87J@_^Vf3`Hzi;QxX#cUGn1c#99a>{np2PwTNq#Y}E zX>{q26W>>^B1aClK327Vp5tEKss>IvOe7{11<#oUZ*U)f0OS2CBScw{sIs!bXd;L6~P;RNaNH{Qrqcqszx#2B_ z%fh)uXCJ~TJJy7e8dKcVL2zanA{q1mM)gX&Mvjrfoe3?|_NVs<|A?-g;F8*IVR9bJ@;kI7=ZUSb&+ijw*U6s%x@$N#~ z_XRysF_!Z z*I zlb39ug-5T-C&z~A(z^g~1?2O&(4!T~mm&GzzQOL9;%h8R!4U9|d>xZKFjE{)RcM^W z{HL^bDH?AdBzM|e4Pn6SPqv=+i57*~axGPVU#7PhLkIVnce=kq`Qpz_c(~6W)H`~b ztr$@2ZK0oj?>id*WFhzB2J5vPZ1mO0EngE>bamKWhn*smLA(;6Za?9eNS#>sc6q(c8T|baW7pTIU>5q+h5M1nmMJhW~7h6A|s+*tBx? zSL4=W6_q$Iy{(_{TCR?+o~{~mjwN&V(q;R}VuBAYf(0ayJo73ugC+Wgqn#ulCcyw2kdM5O)rUQkW(rB*C-dCPd zA;;g?hKDJhqn_H@C^TCZ+hjt&ZUjvQJnmm}=`bnOq~$keY?h35oD~`9}wxPALi&*7ZhK>7snu znX7AZ=FH9Q6ctu51?mSspZ^?j`J)@?Xu(->TZDT*=GFl$Mo8#)r2xsjduO=+_6T?b zBEBWUePw0ks+VfJej&V;>N0LUGlB394}7PHurTf2K;YOrA^z)a?VG*40DZLruyrCg7NP)b@1I;$8(-Zs2wg9u4HrltVCc92| z%h;b!M10Nmc5NT5q&j+PcegGzdMZw5dPoyAF0uJh%lSzhd*Plm?{IwAO=;uw^&h+I z?m9XyJB5jZ+S{VG($l!~%V|G@y;@^h6>mQ#o3VR77`QK)Gxti!X)oW<4>)eZ`(&f4 z|LC?qk6a~XW?XUk=4vo@{8#?{=-yZ>58=d+Ihvk9#nK5wfPPF;Y` zKQ_<7l`jj*E%Ik_tGA7pz(v*DJ7-6}90#krSU=3H^C!1PX4)<{@=*@9Z$<_K*~kC+ zhVx8-*YXSv&Hqs_Iwoc*z-)&i7*1D6T?X2!b zOGp!gL=xAZKLOGny3+&gDTSjQqQxqvRq}aHSX>Nctpc=*{GBFPG{D(2c#m@lT~-5Fbi2JRS5I1rV9e@yNdj= zcV)Fyo~gO{pj#N}HNC@!M?&_n{j^rL0X7ycNTL2Wvc+=&`g2|b_0k&`A|{O3>y1vJ-G3<; z%Ekm}HrKbUYSDq}yxGaXAc0+u%VOh7wAVSbL5TiuF`Q!?qevVWj8V=FYiJDp*C4-z zdS~ohCZh;I#o3;@isTbs6lryQy;<{-xFP-D6Am(*MWolGpanAOMn*fUITKaU>Z8(b zwbotNJ*P*ybc1cQtLScwqQef(SJNw#BAk~(xBXIbueC)(V>9bE)ysC9P+V?OeNe5(DAJd_>y84t;S)N{+L( z0uZ7)j>TdXIr1Dmbeok?$n8=l^3-)DY+H zL%(76;?pcB5z~&WLwGt^2i{ysJ!{IzL~=MEMZTUJNp5(ur^hDwNkbHa5!<#`At`h( z9%65Fc;Nl4IIZ&}CAxGAi)_vVJI{ynRcMUC-B^7gUMtxd=JS6%Bx~p?lvt1^_}$#E zZJPM6em6)dfX7yInyYSD~cG_4@V$I7g==My((cY6` zY4;1MF>&&wBby8T&^AI{eAmzD7UwoAY=rA=y6y^6m?x6&R@j{MrRfE7^pf}=`cHVH zblMCRB7+7BeOW|tg`u zZhmKR0zdEgU)KPO8r&e1f~r%FoJoBuJ+!7iWu|0}y|7k}7`lYl@CkYho@fti_E zs!2p}@Y32EI9|E3vlAN^M>EDtM)@~7{_ak*0Ll}4WMpWl-5aBD;SMk(fIrZW^-NGu z(46BJ@I3AY?k~^dzv!oV*kY)hssyPcBBDnT#ax_MvcR&NF+~rpI8y#;7IoQn3*I!}NZ1ou|@9gZk$A^cMj@f{g43<*R1OOE1v_iXctp0j!aG(E5+JyOIqX66&9Mi}HE*8)rCWk!+?3;m7GR4cr?I_v{E zb;ba>8cHDpazH`aKc!5TG{D=z94|r2VHy#{9*kFuH&!)(Ot7#_V9jrDU!6>uw6(To zRhq!gwFNtwsi}MV`tkwp78C**MFFSexb%lJKnbknl@(CqMioML2Re2q0m*Yl00{w* zci>DTNN{HXIp%kSidm5G2M1l_CIVMuhLw|(K-)-7-x}!w7v_F7MK&A5f745Wig|< zoSgvpM4{6J_iso?fe0wD1#-7#7MQbSvSqVnshi?~F#)8F+}Lp>#QAy)0@5z+KLF_k z2pIru&72#d1=$*)QGT+pp)^s->3wjz_2OYYHprs@gSs{6aI{_s5)(<|p+yyNl>#-F zxK9Aeo{&IL%5tp(Qb<9GD|Pv9kk<+1!aWomb=;!S1J$DvtjpT{zJLFIbvbtnDmNsl zwgTE#t`ufN|E3pd+$X?KSRerW=I=}n7oRr_{PD5zAlJFMxw)~}+`_^G1t*Q`W)fJt zjSmh1cOE3j%M6Vui;MSxiZQQ@D?kx2*D`?PiUp(@by*P+5r8KvAp`JE^1(=O3_5GW zT^tq5Ny8N!jt=VsOypeUN;o)roe%I*!NJL_nY0v=l9ETfKSt;Q>Iz7++ZYt&VS{W8 zK&Y7Ye8Fry-9H3055C=UATT5mX>RV%gG1Wyc-_})pFDdui~(vj0ny4N0YH6IKpEnT z%0S6f%&Y|b17Ne;P}G*X{GSzj{ey#(6Kg9g$3-tvP>I0157aLb2Z;FL%4(2o59kAo zBL2RAj$*g#$^JfhhX8Jg#&HxN3j>K#OgXs#Yk%Qd0WysEaom6X zdL1|90IFIw9f8ceO)sEfXl~4uOOb&l&iS^#jEIjPA9OMdP%!y-1u*P|02mW+ltx0p z{LBTDIK|yfqI3{n8hnk4j7%vS48Q+37M!j%&~T964BV`~_V%yh;&NR04%;7$zS!(c zYRPZcp3V-f9f1R+I4XU2irR7`X=gV@F!-n$Bz*yTLnTiGb2BvrHm%zPl(IB%yYg%H zPm2IoL`2+hq9}D!K2R3akD26WWn;@%sb(sFG|Yc21d3#6=^EJ5nE)9E=(J?nIB@je z13l9q0t*5i*nhVMhCPE~1`UhpZ`d4EVPL3%zbPI;w*Z>E1t@)BB>>>lIWYd9025#y zzm$XNzi||UfI2$^nA%!e0PwE20?;mBIPUT+?@$0YD+V)FTsLRQ1MVQx>q4;dH<+6f zbTeuOK*dVb0FY3+wA{!vn3r`2tvK;ecn6pF2Ou8TAu25f`L){nRe-w#X5GjTK&p=C zsZ@(|U0Z_tf@SCf^n>yX(3CW;^=z90fVBcu+*$zTt^f@F9eF-!Ru-7T|3}LJ`Aclz z!v_!S0a$Cn@1+DxoZ~no4(4=ipPb#((P3s|Lz@Hz>V6#`Li$SlXT5 z|5^l6=e_|NMmIjWnCl0$A;9*q?eVCC)eXrx#0F3SKtV~eA`!q88=(Q!|L|BXGtOR( z8I(*ixQn*#O0wf|Fe2LaZ$KYbM_K|oKzgb)xD zx2&f_0pl+N=MG=YKL!QVoa<@V-+*B7pHbUYHyu4{Wyj`p?NI03*5ravbGU zilRA}}5wQFmA^IPWm4{Z{bFK$w7mEM+HIN*kq3<9R2`Kap&i---r4tnxkv4Ya1#JtrFI6ukumLF zeGxo6Ki?pstvw2Q>Y!o$H#|^zY+%lhrmx9mxc52F{sXEKb48wVnhtb+YfHy}}cVNX;EWDCTdbyDWPHd+UU z36`mqRZnj(Qr%*=8l zL_ovHR;O1lI5-do-#sdX>CnY!y^h--zZ~U z+x_{5MU|bQbpHWI!LMI+M{^>}hQLzS+tWi`R1Z9p<3lH~ycB}uc0O?^5V>Q0Qqd^s z8ZQmNuD5pqw%SH^xK5m18c)M%b5A_ioUS+BY{qjbFfc2jrKPg(i=s z#YG^mgMdO07OIW56AC1@1(1bTbGGPhZ+~a55Oae80&fHO!FAwE#ZrBM9_-jZn+7DV z*VsV&%ZgiCSWxQO0A9uN{Coo65fEk&Sp_l|8Wxr|3QX8%P5L8ypafi%*XF(}8fQjy z4RB=iQGnSjeQ66!Q{eaYabD(t2H5WcZ^1GcP-JDn^162hN`3* zG+8cFlCK98rOBEkj~we^|2y8u=QOd{EQB=c0&2w)-SL7%zyQ4fBQn?B-K|`19D5^m zFzRjMvxQj0XuO%0tL_s!d{D*!8#p@g1n4h(T<2`yNF^=(SbMh0b!GQg^!?=Kxb{1O=J zAXbfOhYpkmrDb_(3#cTh2i7K_9A^@^A94)z_U;00|B)S;N2LjP!U9%GeSpHO4}?sA z5cE;wRwR>A)PO&V(%*>@Q3Zg4QNYl$2HPA!15bLhvasA0#sZv`QGHMnO9v3VfmPwW z-+&0}$R32(UA62#@k~ic0VeTB<7s)ufwXck@L;p#>?Z>9urdTP*NOmY)h4&|gW5^^ zlLq-f|JO;T3QcBa<#HVlO997S+5-Gqb0iDUP6hnle)u?1WtFWu1-y>E8UbKM8ygz~ z_lQ2ju=EBvfR;OxGFIK|as`gT8f`wO_1$Vf;+A|g~ppLuv1f#)?$4}t?^^jn~5 zz@GwjLI4h}}fW3~GLJVaMD(B9sD=X|(>EH04gI)a}pBliRZda_19 zVF(a;c!r#wp1ucEk|>wOs)*hR87JrL+?;b~2ss9+n6%PUWMl@YNIB7P9<@rlO ziF4s{*q7*61EC0lJr%P!+g||aXM0;)A8bY;m06&yGh^xXL%Z((jaU4CA_}NMv4RsA zkxPR-(&K%R>4a4Uukp^!n980K4HB9m+TdT_Az|LNhlpfCM`};bqt83)Ho`J66yK5$QM}HH@nG`bjay<}s z48W?P4cgn7(GgmSj=&8J!8N;azp%5(H_t3LUnZl&FwR%j3TET zh``JJCTiXF1w!4c;F_FCaGoN-4QthOGA7MyIG)g`4Pd#I|FC zeI{XkM+ea_u7>*W(uuLj$()hG)c2jcE+nn7mrG-$FYLRAXcYYe!iG& ze$WpV4gG~MCvL8+ho9z5qmEX^a9NZv2G?>>F2@}3 zm7lD6ha)}Nlop$zLzhD?-VF_xSLsFyAJ5z76VBpMm7mmQyoh z%Z$J1RefcrJ5|Z`DW+3(99mm!-=~*fDLitik#rk{k4iMVU^?g#k1cn5$=mEq;(X}; zfm6Q##fJs9vwh6=wp<@$s#nXgoMm+=U&ntxirsmrm)eG{JL=1M*3GZ$phDBGU2)PL zyj?~+G9hp)aWiR5SRIk<6`wJm`PcAmnG4yOCl)&g1MgFvoy)qv? zZEAJoFzc8MAS5R_4c??KAYPcfLXn6U*}qIb9Y#nr(;ud`3ojliC}Uih4D!5QTFd{I zfA(w7Rd$CZmWw`IIrS=h4=UEaaES5haW?KjOts<2?$BoGl#?75%V{3;IIwu(Yv-7^ zEZSkr(aJVoL$$b`gkED~mS{#%M)9)F&??$-#3zpZww^Yc+4FrVF1Z~}MzfA8XYq@@ zah98|_h_$bN`;|vtG5=Pg^W$7pB^jL93JSHT&v?^Q6X*>IM=zk|DiU zoO3Oa>%C&R0=Y&$bLD8vcEbgs*0EJRPc90HC{uT_c*IrSd~nK=m5-vSjf<``Yx5h1 z2v_mU+I~E~cJ|E%hdTS0Bg0jd&|�BsQK;L-x*Nb`XP;+Qj_y<_K2@PCoc^<~e!Y z3|lx{MVeyV_+Ku^WQYzFKIHV#oA}^N*)!F~c{td+_mj}6gG^$GSbI+%_Tj{hSp#n? zU@p6jwHd}vr{7bCer;rK{Jr~N-M_85%*speBz=7K{1W{#-S|T?d)XfA8`aj!A_qCx zrnR0h&qdoTC}f_mXPbCCTzTm{<`%ur-O+04yzR0WB&5~5J7yx+CZbV7j{?{g^raE?`V;~u9!i!hw4Rkqb8UNFR@ z`5ec9>1`zaK2G26EFMi<+)S&uy`%LvHRxHSh?D}P6rxU=PaTQDxp3Zrr&2pCTN4+z zKNm>J)DkllXL$9*=PT?@AXHOIdGHj2`SK`|KF@nCXkr23ebukrj13)zhYwFg@b)34 z1s>kv0^vU$?W|Ghrl3YdfaJ z3Qu2mTqyXJ5%gLPhbsoDW+-F@hxKG#A@R9bZ|_6Si|@y?kCJh{MS2y=Z>Mp1Z}fC@ z(!=w0H4nGDuI08rRS`1MUKvhYK=(T3j&+(Amg{O5nrCMl3XnMbl3q$T>Txv30a;%sbzynx!hG@$okM z$znYk#g(&t)v40!s_dM-74SBS6DYXMg|e~s?!6_3b9##P{1}RJ?aR|L4r0~EINu62 z_-db8DIeqRJMHgE@!POau;|>h#`YcKsL5p%^fDS`mJddq74suU-}+Bx+DV0*=uT$k zCJN4YVEe?e+88vJ?g(myxtwM|kGb&AXcR{l#c`iq+ZF8c#-E*GUIi!VEvMKUn6Nk+ z?YDoBiOt3-8!U9_t9%!TfK{jIg3I;*VJoYDRgttqEH$Klj;B{yiX zI-Bh>){8X}_*~WD?byjw)2)%z2gpy3*~&Hp{AWhTUr3LutKOWOuQoy@z8%Rf@~>}X z)7FMM9~x+CUM>&yojB~_UpR@*IEkrNBT4iIk*K z?n(XN@z-RH2b-Fjh>xu`*pc2!@=5SKfB5AQQ3^M<*dC#Vi`&myRCM#v8*yCeBZCjC2lH9FK~gl@1hH#W?R4 zX=Ut95UpXxjSi9Pgxh@~T^a0Da$*dj@Kdntp*iV(FJ~Z%#MjrLc!(B28>+Om$LE?~ z5WivB!$k6lfT7*r6~;Ffmt^8R#8DeNjZl;99YC8~@=Ch@hdLqMrvlw;rlpbSl<(gc zAhDHc2Yr+`ggK$}V6spXT4&s)V)QnXGds!F~zeXSY0BI6TMe7t)f zw_5-522<(OFK+lAujse2Cw1|2i{u&Qo``PxiWg7DCAK+qye5jMt1&N+Je)&YMJuA} zjdQzizZI&uLNkd+2E>ID_V+7dc*K)iDCaRQP``Mdsu62BZwC8?rT08kT+4AL;^z!) z6_GE~3ctDH>la*rXcqgDpW`dev(vG&sG{w#nLe4O(@(;FrkZVoHyH5&iz{io{FeA5 z%ScYkI}f(gLjlomt~eoW;*(C(c&#gp)&68ByjEIyQSYS>5HG(l-0}x!ZHA(4~(LkjK8S1f1X{vudrJTw}X` z?fLEbJ8#zNiLe!7YMw9{jvV(zT!JA{RP)yydT{f@8T-RmjV9}5s{%PgzhNa@@<+@) z;a3+;S1Se`5|T(E-4xyrZ9}#vs`pYoOI~3jFU2~y@&?FMa4VMKtXCmu;~cNj29a33 zw9LTKLyIs`!dCfKh=@DW!1FNolg&m{lMXE|r-h)&?EC4rQ{tcIgG%bgRenJioXFPN z%_zP{dPL;RKJuVq(ckK2^zES8A$v5V-7+YYjW%BWTR7n<2`0)8=G3X?H6hJAyEC6Q z{5Ac=!OvRik++!3$SlnqlwoY~D&t9JTR8KAjcoqOxe^}54VlCsbq^b0FyA!`n zInUEe7=QsI6yE-Jf|KO#TZ~_iJ#HmK*PN$I{k%H#>J=5chS{LR>rMjd+MNi;X(?m< zg|&P9z0$Rj<6eHY^6h)KKi!_OsNKHYY&a2mZd;M*77vxAZwpl2{I1gUD?AkUcl-wW zGP3q~;$ga=i8)-ySskz@rgce-B)0W4L{;l;U~)wy3cmG?jCmSGg@ZMDh_u|u?%c(? z+x~_vR8vhvhf{dX=CR<7>dAcrjb);fAQVe6oWnr_+{L-A5QlHc-J9)@AL8ot#WxOf+POd?GsIFIMNgEfY9KvNF$%XlDW^YoN}&S zgjR~9O_cJ;2&3P&zao$pYd~#XE&icG1pT%&*O$A42By{dIbbDH1%Bw5W}*5!j(nU{3W^PM{@Wm(aqjdo$;Xww2NSH>*6bC!w#<4>I%JeRg ztIR#p@aR34tfe-t4K1tLgYNsh9zZeF##z#mRKFymgG(H|&=C)SzJ7V~t+zBGKGkAt zzIXOIKvucRPVUJXW{gh<&6It&to)ZRJd%UNWO>Q=6v0sG4&Ady9UV+KF)4=BleTeC z&l&AJtKt*lKkLEDV0#FT zIo0t_1a?V18H}pu3Utr@Qv$A`cCDA1(&@^zU5`~lVs00FoQaIDtsMNVIDXup#2&^) z{iRxb*&ci8DM7Spb}(5RraPMHfJWEoOo;ZW-XVQNFR^u)1gO3rFHq$iPVwj0F&>Y8 zy@)n}kw;<-r#A@J+94;h*?i4?N&xwvst-NI*<|zMvN!H$-ob^ze&*jDCI<9#-M$SDj+sDnjF#^E1;iX+YmFo@O^&ez6WymZxUJ@nsXAJp9WO#-)q>7 z1|OdwIz4hy7JhHqkM*e_rxVrITIDBn?ndo#D~1%xry-pWgbagoHw4UV*&XwvAA;$h z`bPfBLM8MYp-Oorx1FE)T2Yk`TEn>Q%Ji04M&nxSq8R?H`@8TiMq5$skFPl0r$cda z9|ssiMkOJ2q@#wUA=2Y*xb(ka2@ljL<{QO-o!{rtL!Vk@$Lu{+m6jEDfVf0qdNV^SYNxxw%+ zK~tx;Iln6!uGUN^3}!dG^RvE!Y^U8q7Si|ck^ES^s&AT02D^XTPf>C&qNAI`k>(}f z4-p9TPUKugTGs5eCCUw}hpADNGcDXd?WVW+U8d5$L*>+t08Q4_uI1p1mOWntzFj}a} z<@r7imDk40xB1+$lQ+9dGN+=*KRU`5ka6KP@r`@GMsov>#Np=V2DBbM8&7&aXqNlE zayIg!nPuYCRPb$K2mG^MWWou?cYo;gy zag+Te1_nu!hY4Y{jNMgAy9Zy56B1X#)J7c%0eI4zNo;v0Gj6 zf68xJ2yB+y>Jd-!fdeMp5fkI=^2RF`#w+mX5@MS(~KS-$KXBrfUUs4!t@2 zn{8ja&#Q=c-_aX8M0t=7*=A#q{f~j}=Y7@nUG!!5ggl){B%8qi()Z=py@KtIh>=nq z0-tlKr+lKUe$R?Xv*6x;SpDF9u(I?}&anRQMPXm3Jak2&{FIDbdk9^%*5IH6cknSm zOv5%7-E+_1zZF>_?y{Nz{J2mDGE%JOXR}2^7awb7T3R_)W-H_UDZ+9jGg#M!bWHd_ z4G-_%UgxPC%eRtbEZ_Y|$Xi8$7FK7Re7s-P-(B-=Iizhaj}w=N1U&y|J-$UHPh-kM z#~=nf{a3^JGob`e$;lO1DuMBsk-9VT*hq!%krwu{Pz-T26}CNd1pYMZnUP`H(_Y~C z2vS~MMf2G6X|)X^Wn@^TbXJ7$oV*)9r)jW>ZgH=@zE7eXJzSv{(nxHmcQ}V8 z#{8Ypblr1(ThfX2#cYxJCFi@h>s{>&4O06}@R;!Dl_eO@^qhimXw*L%UcKzu&v_6h zaBsqxgWu&)k^e9{pD8yDmf0#2T4f=+6c<`PC$`JJ>^;9_vW+Y7yvV+hJUL0BpK51C z$!~*#N5S`#wm9|Gu;o+gwVbpYeKbb;w3jZ0EfAbu)4HKgv`<|To^XgQeoS7-&Cqct z#-LDq8@h3%tB+BjtSauWV@9I);&E$9TT9R9$=~*6#mpa!DcbrYTA^VL4^`_gHJ43~ zR-2R}1S5O!$aA$I$nW^YS94~#yJ+-oIgM3Zpk6jy;#KF3uE{dP80OiEYN&^@30670 zA^ZYdM z`QDl@S>IHD>gB>0rc3~2xyp*tciajuaoLo3)8+N=mzGFydc(963YtueOsd^~y|JGw zKWhEmV)C@2wwV{Uy)Nnoc79G50c;;mK*KntUsHsEl=b1G`T!Lsml)chHzQQ zxrL%rKP&WdSLx$TteFrj6?U^+bdyz@)?;+*Ac{Z8*|7B%v?jaya&c$fOaJ}*r0U#0 zbZBG!{OEbwcWY9)Or;ph#Z1xl7xKCrw)|;!?(BlAh_48gz*G&A9CUpAtg6SUmv)oj z;cD1dX6xW!w1l-1&!LB*uOI4Ho-2J0$RjBrCL&rOUsD=5dr^~Qx7w&>YQ9^dkiF!V3MN+O1V zeD7R{n-+m)vWgl+n1?7wZ!x{Jp30DZt$2 zNq%c-j`0E$_k%XO&!njSuP@)^_Bh}FI=g@Ig_FWqvY78HHco%nXl+8ttGZay5~9~i zzOG{7#zjAVuV^8}zqRHv87FJzQ8O&dWYiwF-(kmnaYgU;)oEMp1X;D^=daILTLanU zB|bS0wn%j|4;~mUSs^3GZN)C5ez>s4hP#+$DeWPnknc`L_XvC4uSpYZgFjjYL2jE|t=|O?H}+WwmU$!+wh`6Z zkMY!&=t805;?`bQ|4weO!ritpD-jwp9fMmS7$U@VJj}Hki4H{|) zQd4S9Ey9ve3d(Sc4g5}TeoWa;nc!Mf{zNgXAic3`c^OoH-_7%*N26cNaYzXNmrS+s z_+$U(vwQMmf&RbweYo)!D-$Y6-d3bU$sA}-eNfsC1)7zRf6kg0Db@p8Ij7ew{AG$w z(7V@u_E9ho?ki_4{9@8pQNmV(=d2dG{=WbgcHeAE_f+)-zqePR)I{%WkM8>lt6w_^(mxz! zhvja4$so<;`$>bkFB-2-Cm?EJhaPrg_^dlF8^;7JswPi%TEMJw4pyb-A@`G~WbCO3o}-dvKBIHU*x)HP~OA)L#OTz(>! zH<*l3Sq%(mG5VP=oE01|!xE`nFq-tGnZraB`zktlD1cVtc!-!xOqr)>?+3S8UuX2y zX;4&!&UDA*MMa{3pHxEv3hoUwej0Uo`VGqHhv^a!just2Ohv7>y05fve{qYjDL$kOCi(J7uCh zUzV2?rOag6aC(>}rsLN^y@}yu^n)O|vCn~QZ8&X3yJrUgt4w`V@r@MNEE`MY48Ac$c zCS33OP41{D?TO@bJE#* zMC#ChOEH^Wo|v@)iKXYs2yc?&75DX4{2nG~W93Z$uth)PMCp0MkuP7-`_|H}G8F{{ zD>()G;sNSPY^AQguA{RpMvR&OVvZ}-K)3Qi zLu1i;?56@W_~o}O;9W1Mpr&e7sd(v>asA-Fca9W9@bsVmt{tS-2q2GIVHb!dCF&d7 zEeu@^)}oz`9_68JuQv7vG?(I;sT@FDrf7w(F_S1YwShoqzs8XMOov>M@00lzk*TWf znbGjlqLZupkFM>Wau@94MS*gP2{&Vi}B)rko8XCm386LXvelYwmV73wr#uPj%}MAJ007$JGO1xPR{)Hxj6g$ zf1Y`ni?yCL$2)3N)u=M4TJZ)S;_PYf*#MJvo3=Zc9_Pu0>{{*vVOO%0L-@SAX3vCLd>X>Q3OaXdn`74v@>NR2sM3qp&8Gi zIj+4}39|Ub&u7<(Js-0W3N*B0M+$SszPaxK7Sd&<5INA&+D6YJkA>RrJn+|Ik42qf z3%%1psedKMwS^`s`=rlH8E83a*-%JTPikelrnj!{LxY3DahP0SndTC)nS+h(gS4ix zeWDCb8P4gUkQI1rIRhWTbGzbjd6JUk$F&AKeq+9=c8{XIROpx%(z^(BG zrgnHCHfzT&p7lOn;UdGfhttS2TxM~J_2UFKI4Oj}K(%;x4N+{D$bzhxa-MJ)Q$^I| z3$VNoviN;=zSCsPyeGax`ejKe{i#^B7YJM55Q{;lyy7^l4sid3e!1;){{3TXSCY=l zV1Li3LmXAihSI{Evdd#hF86|EUz)yBZtTtN;0oGGR;tFA0?DQ@d4cRerPZe0FyG48 zV@Fh5c<9cm`dW0x_u)yRIo;^s*Ewp^ef(%-G5t%j-u23v!F4IMTFN7M5ziOY5^=OP z?hu_rrthSE?@Qv5EQo1CL|aXbIO5&p$^?(M#~)hJCBB}FO$;EDTn~#NVUObq@0ari z69Iu>34^4P{aB=FzV%thEbWb?$y)D7HwPEOOC7E6dA%bF38|v{H@KLex*~PwqoX6z zl4E`{8xj+JmI<1AM|Qj_8qlqeYcVUen~QhC!l^Rf3dYzu(IN>m!F#jwB8x_b|E`PK zmz6w8`v#HTdpwAK7^QciRN_;?h9RJfiK)ft56}D(ksvvqH6#_^@>U!X&e#EaQkoQQ zl#q~O3&8fd7$N~aOJ5*Xz*U5_L_iOvfBL~gK*a0b4|Nn_runkWj*^mNpSMVk4z!;D zurIkH8qlro-mV6y36`!ZsMeimbosV7qhAF1D`!t6|NN5Hp6)!*R5FJIOLU$H zcH`rD(LKd)D(RjVK&m4rf2c083D8GEqorGhE9&t(&NvV|td&~9{ElOnDfk8pBHWu= z*z|$A25bR*%s~m<8WxGEEziI%x``|^31KF5BO)Sl<7R142R>BV=Stq?6-sFt8cX0x z$s8+wDM(umH{n$&Vzd{@_FLWpPtyRsrX7_mXwj(l*=85j-1_b6 z0lNruMGWv~NTJn&jnv$1x;;?n0B3~0%1DoQv8?p~h1}x2u#)5L9a8&52kzKO!LDD} z?v;ylB8T-SJ(6sMVzBtISIU3?F5^a#Ge+lScl0{lG}L{s&w`RnlwV{mki6?5$Iiw~ zwI&K>TR5h){a!@3#TKU{2mv`=pFuK0d&&?*G5T~2L*nmRr`=R&{VTq^XS(ZhhdR&5 z2vtdmUFq^}%BV+OUz)7VS>3NY zs|6;pIm*+uikmIcAm7bYMwpI3pr+?0ct37AE2A@=99Nx|b;;8hAIbj#X&X!D;%v{A zZN7T@dq^L{WQN3k>aAGH_1X6)4!vJ^;IEqkRaw)X?#s79MdlbPNWBpy& zhi-`{6i|~_CmAR_{GeV{xE7j1WX@o>QFiFCCt)}r!A7jCX5$-Ic8XyI!ZPEcRLH5v zM}fQB<3Xi!qy(63-&_lam9tF^z>m!6^$cw+Wcj!mIKN1{Jl^|MiGS*FUTTVx!Yg5o z`}jZEXm|L$-Bx-AP1{i8zU-y>`a1b9=cZq{pk2(k48)9T+h~4f0UX3knskYI?Z(G) z=mj#|T7o%Njrmle`YIY8SKfaq=v-H;$+!10o&Ks5~h6)Yf8iA z`@^_3bssAz@z7BS;M!~C*82z#QxQmUPsG(;>zVH!mY5G0NU!w{Mt6Gm(Pu8RdMXV$ z3&iLw znWnZVFrA|H>|R8zRmi7iZ7JgdGt~|bqiGmZVDj;~=S9oq%dr6sMX4nvX4?HRctQqM zeeg17Eu`%m;w5cGLWtFmu)B-8gbIyEElyu5N&6X)PflrZs^$68pE62)ANClI23-s`Y^c70`+ za1Sd*W8mAgGvaMIIP@(;}AS&Lcg4X&R1n z4#G9i35-C+Kno;n=~Fy+a)E)g{#n||JtuUtSlZNKb|YoUE9$mwp&b$KPwuDq zq{kyZi;9rcDl6SfY;dUQLyXy|^A#~2-L3<7HX%Zwv>uZRk1?xd-fQqSc+}JPbh_TX zy{rl^F{n~mZm5@l-=1P-J?4m`lw9o~Ly&(Y+%&`6d)5oB#)mr#|Nc|D@(3@1!C5kcS}gX-F62r82pfgN(e6Xgi20gGa}DGvB;I0| z0fvy&P?=mK&((&ko?unG&^OZ1#Y@h=z*tuh{SzAr927uz8oCLh3L(&->9zvI@Cs|u z1aYaT9xrFw8Dc{~sgKmZwqq)|blKkpL45FaKGr70C9q}9JcEjF|1p%H0gMkoCw+v% zAN@Hc()3U%V6h?jRcAQ_f`$s2Q^sFDaUn?Td(2>PE#RmlOY~1BUFI?JqC;=W)vW(8 z9Qz^KO9PtTd66F$l^Qu^l>-n;{+VtgYiZJr$Mb_OUT{JI86`#H*=8?XKNwrrUueNz>EI24&a%l zAIl|_KXf1{YsIhlE)A)B2gZm=XV?z56|NKZbY%^m$c;(Oe&{4?J^#_wBuq|Y7qMV* zsVdz^U4`VXZ&*AL!?u9O6$6MU_~a7JR&Rcs&3vCDpDuBc@9)VM6roQ={^C7nC?qM9 zJG$Xa(zu7eGxMyVDe=Ag8B3BRND{8;&z=bTvnd`IQOvY#7MvU`PG#mywv!1QZhP1` zZ3iz2V*w6mK99j%pP3vZ`7S9Wp^y~-!_0p?;QllqlKOAgFOTW#nza=*mV@g8eh zxz0Q`lGE{%^ ziDFJNYkzQy^LU)dWQAy0tGd|_&n-!#6G)?VmPa}1*T4Y8olYEGKd+fOqbmVo2i4zw zV^ZtWBQJzE_q{6K`SX49sZVvl3JbeWjh&dfT{lr=Vv?k`08X%C?!2ptXF;8*EiFO} zgK)h!=gqRY%98F^4-$`%V~%yEiIW-OJws`)BTK!ewp8~qWIj;p-WBc4lFUbo7j#6?NdNmm*iHXXC z8EVkChAXF>nJ;4(KZ?nAd{)v1s}LPC0bb*oO{6^B3^Pm9YesBs@=6C4HlyO1AnCbp zWMEKji>W74?h<6_IWOMUe@R2_JDa+kSOJz-Z?%NyL$9$s5ufDV;yPl7uVs4UncCJ5 z0IW>{6TMnXdNYeJ931otkByh0{4Y>*@lr5j7zvm6$Gf1v8H=ixn3`U$nZjP((^ev9+@HBn z9eKl<1~d|-zH%3$PJpr`h9?&Ux%|~hAWKq6+k9oLHop_R8S+n>D`?#X^p;#ag3D1F zm)IeR#WtN`S1^}Ga;M$xgKe_?Rn!V)xx|nogAmtWO+%I>IpX8hbBJkr(YdfO4ki<) zjECY~kT{kJQj6wXZ_^wD+}&NIh`l3N8%he2Mp>(AtgZvPS~ILab`q=uht^ zauZ)+FlY^C3=-p&mi{5cph4P-Ze&R(6lUgi;7b=Q-lSXebUud>k9b)jUb$71>rv=J zXpN*LJ+Z|?tzc0PR zt;quGrrpQf=Fs!Atv$<+%sH;Ww*Cq-h*%vst0(MK-RS0Ul=y}KLtT2w>**gA?BI~w z!zlMBaZ=W>Xa6=C<@(qJ}mW=OwO)(!LM|_Rc8Co(T9prt#!18hKH3T{?+i3|0Ts0e8H7gRb2x8 zkA!?)B~?`+zJ>!|Kp*K4kYVEc`3~IS{5qL!lwoCMRZyWKK!5XXqx)L>kELOx=za4m zhJ?ol!Q|uMw$lkWd!)z;1By!dGbK(X6sM{yVdUcB!p9%@>`^zQ?k&QaJ*f0n(Y zAWf=XN1WOv;d2DeIWl{%=#v*`vlEfc9obclrnZ1BC#nWr$b>7mYACG8@Mw9iY*tnB`opCl>`$4|HEf`CC~8d*Jnvuu?LiW~#*OPF1v zime7lZRO!v6X7kaX*)MP7_PN^jp>< zdksw4aR5xJ+M|Ggxlq?3Ofc0DxWTuMU3fvkQ;~JQBZ&!~EaJNC z4g@Uh%RJ3ac#4Fx3zBu@rE+=T*O+pDi*K^KQ0tJr-aFuaawGXhWIkL^9PaQecig*#TZ!z#S$1UFB7g?VV z4))vWGBe@hTIDu0J{P-+87(RtD$L$8X1WE&H)FThOqRJj9ngC5L~xE zB_7v7c@)~wpS-or?fFV@Jx%S}EYs3B%v*?$-&bg4q10I4-*S(~e462;Mrk}=A&>Gk z{$}AZK%i~TN8Y?2zQ?x&M_!}Ae8`1ND>h%5el54#=9kf-j8rcTTXf(dwQ)y5%elX} zoF}GTk36S!4|G$72K&5v4IEn;vdSw^Z`Rh}!M*rM)^662?x+@;*GVG_VY8xRRObbh ztiqKGwh3ef6oS`3_ek2h{kB`BHP6klWqM{0)Npfc>9Zd zb?+P`pYW5hS{jK|qwkT!Jq&cifCK;GK1F0NWU%gC`uPEL$sprWUxi*>boDn8`gk^1D^y-)ru9t}PTNcmx0*c1d zqx<}zjJ6&LZD1iEH(U{{Tylqhi4gj`%CF9f{v1|U`z886&jG)Fm)A=jkY)8lw+*;3 zPs+rE!dF^Rp#$8s&&}QG@dx9?o8;dRxam8(3x&rqGBBtCViwBE%6!{6zfMV5_dS`i zN#d?p4@s}v0goFzUU-avTt+u~l#HFP&DI!BOg&uqY;-(aruVL$zh_;RkCLV;0-YhF z$DoW;4f9i*8!WMY$pOt?E-~MmMg11$yGcz+ui5U7ZE!OCP-+ z3j7A*YlM{4cJcMtS?x~rHG-_QwH+-okE#N%)yQ|yD59~BJj3cSPCJPO)`s)Wz-f96 z1Tw}J&zzii5e>p_Z%N=CGwt$WSayl~`MrdlR!HzU_z66HqB|X2`VDe|#6eHh9!?Wgjz*I%3`}{ZMf!QAKQ7T)5 zu9CkMOE6I(3ZCbwFF6XUjg+DRFXbgUVz;2i3Pd)Btn73cAWe}=wFFoN$?P?Ab&NPy z5|=RgkZz+uug0dMe<22|Is7OWq*d-F?m8t|d)&3eZI0d+*o&B>!wFg@ zUM2GW7)`09n}UN;E4y{n#={+*>8IH<*^Oe_+brC@UCy-MR#JD3u~HKs!!$1r%-27>NmNb=28Rukd<;{TLW0be zqaE#P`JQ-ny5OUp#2mLWSB`CM-QNdj2=&{|pG>gM>0;L8?YO$H)cW#gyF-^j<_|C0 zIX^<918@b^1hwKFH)a35KtaX+j2xv40s##t`I7@@-K0no$B?_SBFJ9~bn+E$TrTm7 zH>{nEj*VS8^HN4wF)=nclQ5GxL3FYzbwQi1tjiZ{H(|qR>CaVb9_?#V;G@t|GApVO+P7mbAo*<)%V zG^>jO1AJez$)p;z!Z9M^3~9Mn1tZW7MONxEbV5ASAW^VbHkH*E7}DvhTn^9kF9c>t zB8jifb}#W!&JL-vpiip(t=B5}8;?>_qvE{phJJsakY@`k!O9N3(52C-gKcfM#wbeL zW$223Xh(yyCV8zHs_&h5xGg1 zt&I=zdO2`jGq>3*njkPWm1LoGx|r8b9_TJX-iavzlT=Vu4onW+^qrtDhilD{{rRVI z(;Isc-`ssUa9xidAudIo!{hO1^Tb-ptWXyM)}9-e$Hl@tYZVir@ovn!j|L}QjUZGa zW2r69iqW#6Z=H#`2djn&8WWnLE9sspH(~(E?Cc^Z4*FW%3M125^GbVuqw}atd@p7c zp$3}j!u$qU-e0A-S>a;u-oF70P->D)*5CN;ZjrLMd{3yxM!X>r6$h8E1QM7)GT}#B zVVwO%**$ihrllES>r<*&zxzpK2;Qa2rFwAlwqMMA_N9>^>}$W1)6|F6xLw%a1gT3* zyh#`hLuI7;pZ9(fJVG0UllGOie;sGAT6T+zc~vgXdU&-S5YYW<&%z!>Fx@}NxB>dv zR@*!nWfY`|o+Q~b?QQ$79)IN{%tOe)D$p?ohOrs!cEW3L8|-rHA`%n&fZamW>U3eq z2656_GfFyN=&_4L!6$hP*#X}xB03eNa7zJg8rymuFrC^2Z9SwuzSc|ei+_wHj|7|4jj*r;aLzNw!P~YChIvZS`MiUPm^a)Mn9O>o#*HD z5z)9sOwj$fO*tJ2-d%5Xtm4B7bV4HSy%1#S-Jn~H$wpo8P{i@5>Y%+&YoKf;>M|g# znt$3;QFLtMz`q2b!6K0(~>33ioakk;BiF<{0oh#m6&w*ebbYR#|{@Auf2306Ec$*q8p6UJ{( znmn-DYplLIa?7jOrLJ_@-wc`64(aeyd5cAiGT;jDt^!>&KWV=2D68!+kFwsMs4w1q zZT$Wz*UTLo{u$~UNrafmuiaT#-6PNC=zOSWJB`6-a6ojBI5y^X zY+IYX+d?~#4oH@-y7qr`yXZr}gxJaB-G_<(bE_|Nc;jx1-BEwFgQu~yc2V*@mN%m9H;;Hg+Ry4`XhZJVr zW=&pJmu}3l1vrJTGZ&feLWB=FJ*>u>_TkLh)+cb+h=;^%*{tN#7%!WYF@0 zht~@S4i0{f3ye*qGD)|W{=Xk$g({45YsHv!`o~^s%Xf+x<4aI(Q9s*gG z-?Ds<$H`qJ=~@0gzBhJp5b3mMRoyL2H&G56dlBxRElb4CffYM=F4!JRaEjE_a6!z4 z_mo|D&{JrfU@#8;Tg*U~IvOd41ZN(Tn0XTDcJVYsa|j z218j|G}k}0i3JoI_GX2)MHKONo3l7h@5u20eB=q?Bb>C@mJ0lhTwJ0zt0GS z$U)l9p3pY0VIpq5mFQO7u<06nUzE1NL;y7r`xHk{%@y!{yp$;MU=U7t4L(~!hw zvT4LOnYEOgpBqtjx@bHpLM%+Vh9`iB0w$LF^OxfPH?Qjg;6xQ)Ux$ygSgjU|<#UEZ zF)%Qg&GML?fIu)h%(EP8!}7waDjOj7ad}Yf{^sVTIOFb$ezwTA9MSh#Oj8uXORpy4 zsWnSoN$GO_U`RR~)Bz9aT|F<#+xz$ik^ zNzAh5&zkTS(xfkl62G2=V%yC#SPq=Hx{P!qc%0KF?gI>w9;%WP`q4j25!jD{3V)JK z!SxGgC&5xo<-Q{BiP%4P^#=IoLnt5FyU7Q4bX7pL2H?Pz`s8!mpzqw8+~g>Kh{ODo zGx2v7? z^hgb{8N1q=oc*0%LN zu8ol-8IgZwE8h-|dO(zV0A$$utk#VNH~Pf0%_xKPzQSwM7H_}OJr}kgESJkAP3|F> zAs7k?6g|L~QL(06U9@X%CkWkyAAGjGmEcXTfG33UAma&taX+m#ihFR!Wl=XJ+%}$h zws`H$Me1O=Eo$>ISw%;-Q7=<6SKJ0&8a7N)+)RB)>wmQ8U8+rg80TAD zC(Xw(c%{ax9@IX(GAXaN>IzbGs)GL&>v8Tq%2>Kum3JzLZtQj!y-pFDD-802D>u$g ziW-voeTOoXAZTB9dV2aj{fBygc+3!d%A!Vgfuk61=aa*f#2@bO zc>g|(cnA|)b`4mi?7p?zM7)v$|^EaE#6t$LTp|E~sYY42zNYIPP zX1t(yz*{8ZAxC1)0QC?wPFPpUrn-{nzL7M`ldkFAIhH2)b`*od}^2SF`pf4`HUQl=@X z5siKUVfB)dl7JHMn;gkg0R`?z_RAnXLAaYy;F!IrxI;!yG(R0iVD>oM_&MVGaL?Vh z)tIQdgXiuK-1XIB+-fa+vR?;@rlN;2cU4c0;W>5T0+eB;!$szn+ zPP>JNvp7P=OTnajW}RuCC-WNJ`+*g%e2xb92W2r@=8NAOMDFt+@{vBvA3qmlhWb=U zU=j2{U^ZLJ$#|BF!b@7CQxZ?sV9S;7zG8p1Xm{8z6@vR0xp1f2n6txb1-CLo@oA(5sdip?}jWGXs9F_d%#MDCMX|O(kf(vl`Q1+uUtK-< zx?cex@M1z!UC_4rb?)r>7CCVLT&XDq@?)(_WqA~nI)m$f8#u~fC<-6Z|@TmukOr? zNBuC0o3?yQ9i}mK-W0;6vLO{p>h9ad z%#9)1*vJUyl>|M@`QH7j#orfnCz_StqcVwj9WX}0zDpOv@4x4;Dka?Sa-+rS?&E9? zS*IAHPI<|!CzUM25f;p-zG~3!oYAVOpKq(npS!u0Izw;eUz-9FljrMNr%J*d6&Bg{ zPItuIvR_NTX;_z|oWEFmEz;6N17PY= zi2El==i_QYrD@r?6BJjSq%H8d(<6m~D=~lC>+$GF7aH^vfa`zBVc7~x(z9phg`_Kg zh&kAhe;~v$xE*gtmRgzbGIvnvm47KD#NE^74k5@xHYfh3m1x@`;v_N_iZgp&zR7)Z z)N-a7LF^+!tIvKOzE0l|4?@I}8cxy_F^Joef2q;-JmU}c>eY`Kr8?h)IuOhJx%Ayj zM%EgCYMPtmE^m`IfS95BZ+^LWlhEosKftmCFG!|g5M)%Zq;Y5RBg=>vbY1?DWJnu~ z-s_|JKut=&;Mkb3SR5%Bzf~)!Z8?lLuE-j+PfzQ-Tc7*mT1S?KrZLEh63%e(kCS79 z$KFT3<^r3$8lOF0|D8ChDVR`)e~OE3bn!@{1sKfb1r$6tg`I_@-g%Djv?;1O^s93J zGUWL}`~UtaR@3iDc<8#2TrUXp8tI`QqFjVZivs!5)zkACLop+U2i?W`+?Kua3EXj9 zyIUgL(NQQ1mDeX>O8A@Sx}5V%I*JN`Pj&&~kL&T)T-UF&zq99)+( zAIhh|xYo9t$N1GS@t0r4=b=>_Q{r_JUg;Y2R8#13>hlj9SUm|# zdF z)sa}b^Yv?Lc!}f)az_lJ1dlw$3ZyK-Qq_XW!C~F8Mz;J)au6hyl$WNb=hK72i6G(G zMZpneqh)-T1mr~1VsdVaJ)-bBw1WFjhUBtVbfh^~E0(5bA&F5AD#?wZv^<#p-66Dp zhJja4WLNmXz7Ec6}^{2MB^<#cs(FU5-?C${^&At%D50e zJs24*zrae(XdqdG{qb`NaFcn*2`0~wZHn-HQG;&k&yed4VLC3fwGD1aCHmhicenQX z#zs=&^o%GLR!UnN*Upj9@PBO)JOo#SzjvC)!qF%t-jIO2d|llSdG@0%je-!b-hOhJ z$~aCMhHkqJ+q|IA%y=$TnK$EVzS^k)LCS0Q>h;#GPWHZv`+G&Xqfb&X;ESO0Q|N2p zrzuL5Jnkzz2d&y<=8LdYFNO#^fqIc2bqo==hkexHKiVDG?K-Rm`oc?iypTl}pKdE_3Mnjn2@pu-JI98465ONqTN3T}C$+ z)^E(r*;~HoI$rI{*dSIO?Yj);5|~DpS&d;Yr`F6qR`m&|?5IC_YwUTpw4)W< zWvBLY;QmHI!Zm%ye6zflWW7`D>gj{E+<_cu5c+XbC&cJWZiMT?xwSa?f(YbY^k@g9 z>?hXZah+E{A!0RiGPpQPZ4M3M&dhu}dsrjK!QFO=FU4Co)Ws8MH`u@&QINNr!}|~l z>RJx7M-%)E?xM`qAsU%upirm`VQd7s{m4vJl~mF<V}-H)8g)^~_%#J3j56>qM0f^VZi#-Mbuu$CAmUDbF?C};RduDH0H9u|ZZGq-U; zkFSg6F*|-fRrMtAqeV@ys;+~UqPE?1ow>mQwO0H1<8JC-Ax2%$UEa2%)Z$xYX#a2V zIZ*FbeY9{kkryAt`-9%d7Wzl2ky2D!OT~$c8hC))=to}~7&7^99w6R|va7M-{S%fP ztspNCW~2to2k){^jIr?q!ivwv#f^5sNl-GgMTO4ceFR$Hk%y5-P;u2-Xb&|{26B!P zXaqVg7&f=V$msS`mM)w)f@cD8j1(aM;cjWt>xmjbjX%CL^2k1rEl`ve7Tf!pXCT`f zVR^&&rn1k18oIh{`d8WnH*E3)Bq)^=j$y9HzTRGMzuc_ok(Ka(26oV zPN1B`$cMlzr$yu3!mJIH?>U!`*!jjy>$z4uPh#T1+GF9qH?j+z#Ndhc4S)$fUhxNo ze$@7rZV2*IR|6zN(*c!Hg|#z@apPk^32TXTJQDw*^R)KSRpUdqG_t|h1y`L@_X&O;SRU*f)@A~Ws?4p+RUvu#j?GhM( zFtm2QZjgqI&-W^tSb|8GHs29zq)oh4CPy=z5@apkw@$5qj*h-`QEWJS`_IF$@EdWE z%j0<@71lrlNUBTK5{bcqlA7Yo)je2RVDqeAI1Ido4ZGV^+an7}qtof^1ZDD=1wogk zi+$tDuYuF1Uvra9$4uCz{Twh1D&llMW}SZp2P6Z`Wq9vr%|N?uY!H^>()?|VX)}H+ zuuBZ)j@bxhW8Rh41NX%-YE7-Y_o&Uwikc8vWX^fMqq6mmb%BKr8`5e?YKkhCC*|z8 zzW<7l%-L6%?)vA$&Ys`|q*C%R)=(eqWO zixto9VJ1^$)7_pBt@zEnPC;>{NX2e{1KY5Y#`GZdBr*rw&E^Xgvj5+3)VjUB^>`91 z#*dDU27+xxx>1F?fZm6{RHr$XJ2}Y!EKN@*fvW);HbDKib8IHNYbBswe%2Jb5A6M9 z0!6XEEFU$!!w?qeu2_+oX09F90M&@D10rQYfUZBJFbWtOiYeX1Td{H5SNLpJ&hFBZ z67xX3OjA6VY_zXBqaJ9MuF$Dh6tiR=uT#(<(Lk&EsS6%;@GZZ!{GYHA&Nlvv1E`S7 zcpaXo)CIYP-s@M%C4sR&O%xb<=GB*``?}<{i6Ksi^}$au6@d%aj2n`U%j57NRBMJe zST1xq-&w>MO@7=-)^Z%HXiRXsD^72TFxq^l6zt(XlzPCCiq07{<-{B?sRIv0 zt{LBQ2fw+AP+B_lE{JJS=!8_hXO5y^k5*Kf0Ai#nzyJQ{dS~PR4c*Jsv>T0XOW=VZ z0@_njH+Z3dhZV#>N=xRzkQ0f9a8#bd$QF_fdV0 zD%zY7>EG*_G!i!xu4of9*K=H2VFlZ5^c_AH9C}?BivH)WxRbz;u7LcK^-^(hD2%-@ z=g!IB0f1%ZQDzgqvFjg9$siGtCjR1mm6zGPZO#}q%03ciP4Wqn3A(Zv40MhOz5~V; zayf--R>sGvR2~b%QPmX2$c&ZFu86nQG2V&wazDxW2%hwi$mL zojpJDuX=tCdTd(Q&jEb9C(Qmo0!InI1%VMIPttT+-Gw!e{nD~sOiT(r2^LTBY8=<; zXjlr&FnlhTHgERg3vMd_bBBpPsgg@_!v4HM8$(-wyw;eyR#A0ExNvFfwO|l!1cB9| zD_c2mgM5{e)$M=K0#_8jmVW9n*K_aGxD!Y-wgms;W5V;EYvl_6!X-Jqxd?b4a<~W;C!#W#o&e3yQ0|8I z)c0TMoQjGHQuZwhd5=E`Yn1v)N6$vka<;C#gdNP2&v_OU`pKwn7UJ*IZ& zGiNT6!w4s7VqNr86lI=i?wW2@5Dhi8>u0Um`d#u6tlfHP0pkE4Ejia+$^ve%Eo|G< zbD;rwhdh&W?@zH$${ogBc)#j$=#}|8de61V)Ly{tVY2NVu_f<;HX8_W)>L%pjc$$9 zUgE)XSeIJAE;b$qMhxQ{XBBj}+iL~LM)0*gQ8}DQn?g=X#s#&jsB`0%Ck>9bNaX1E z``QW|OPaCVE+<7L1^Xx-q4c#NWH&|7&18Zb8*le$LS2mM-79S*ss_uPS^@f?Ay{$ps61>Fq>I3Zch_;bT&I3aqT0{M&PL2pQB?&Z38u{(fD)Q2{cfPr?E@$r+j8Srh6l1$ z*ljo00rd=M!)mkH;9?{b5*C)0k|OgRF{(8J{)~-*Rt9Zvz+ZxpF%hyQA}(%bW)|sl zaC9UNp9FNIjKE`z08R_(T?~YpKOMt|?0tmG_o}+zDC>3K5N}~&4cZ*ZQ3tArT335> z`J8F_KJa0U1NBG8XwRKE2I(z!eg?MNzp8bROzJoS>KZzYU~4Wzs2~4x{vUgyqws0> zAnkMS>2O^;b$KYtYf(Q4Ig1TG^`JO-796xkBK2cS!2}oX>_NVm%cOZI9TWu!y01o0 zWc9MaD9&w+rYuc4k72B;c&<%DEWxYX`2kM6-Z9fI2*w%5@{)_tQoX?E`#Bk6Z0V|9 zhD>k}6Rz-6?f}<+gf|C#UcwW4GB^lDYPKewRJJH)+A94XN+J`wF#*3_@x)Zaf}ZQ1 zryz`rpv5$5(B{&uh7wVz1hu~u!<6&F4-vPN#t>w4A=6<^wd!ZAhUs&M#_)9x)LCZ{1Gq)UwG0ao70!l)4-_A#-8Y zmM1g$QU4MZ)+*|O=N>BIs&LLZ-rzWfXp$nm=)%%u5ipmx9QBvp1&C7I(E zzcX<$l`C;jU5hV&toyr7!9heds>o*UGC;}cD12KeEf9G^0A)QpCzPU+H>1}DBcZ49 z>A3X(m}Y@}0qd&O8*VCE#kipxhp_l~2VgZ3TWIFF3WBYJk^qjJ?JBTKEJhjPP2#+3 z=at4fI?owE3}^!w76PY^Wg zICt6YzYH=WqnYJt&=8W$Rx#P6r!G1OgTj^73jQCDfp}JWtV@^a9Tn#TPhd^(RR^jU z4IX#q!gw8i5P?Jae(TZa04P>l+YRayyDIk(msu=Oe^BYx)_0RoVC*iTw%nvx!tmK! zdb!gpgL4l%&1qEO-Z0OD2;7KF=`+_J374K|@|}nDLa@QKITUMDz;IuSk&!}p*)3X>?H#74yWc^&3&L%@ z=9IYx;n?=w(9^aV)1|LbKjC8sYyt+DSFY{fybsWZNCoHbmTW}RFttr9;0#Q#x0fI2 zhcaIvJF+ z?LZ6jd9=S@I1y1uW3$^=zIYC3JfWggY;!uYy7KwwptUkMU~K<-*eBB=0o#l^r@uf zTn?zbzE_3X`vME9rvwrS!m>5f3kwQvq;kuaa+Dgx#Ye@|u-owXFYWUxI|RcGJ;HUh znTAwx)y4tFK47McAP5S@0?Db>mQO4(885&I*G$^i?Rl_!L|U-k0?8zO9sJt_#u{}M z_QPxxLefqXvFFkB@)! z@E-?}MCV5MQJH>Hx}m6`aBxqJA-jCcNdS{v`dqim-5Y6N`t~y_nDe1N_L<5;3p% z9qq1a=wR!7TYh&vy$}$tXQlBv9-gnHxlU!$D!nqI>lTt{+qF zri4+-CeLcaZhS1ha7q4)=nn%pVvmiEQMD$3dsTchUPoXeAy{6{v$3$J8i)1K2x(?{J4W~8p%=6$%- z!4SdF%RjPbG0JCN*>#qO?Mw>CujOOuvsXUJze7owtL!wNLB7j>2v)#Ag=#lLe>1$q_i|#`mg#R3-4rqmU*IGN?fB)==|5OLTjw*fy51_z zfUGkK*UR!NkApvT84s~?>jyYWc~QRzJib_xxis`Om!eW>CM0d*7`_6mp%U}w3JL!o z_TDQl%H(SoH8YCHC<2mIa#oNWB??H+S#r)fG>8ZY2uRL3$0lbQ6-iBQa+c6QlWAfT zcQNz-X5XCeJ994f)!AIo{$A;Nt5#L5@YGXljY!hE#IO1@E7qP{<`0h;7LqAt&pI+> zWJz&oy7em3%VwXGEbvzL=19niH|}a_=_T$*ZOAP6x}NDg#*=+xVdHUb`ljVU0G!iy zu2QGL3CXHqzU0taRk%WUq0(+Df{`{oM2K3hSKCgPwdk@2DVHL`6$0dSsyU&4Z-0mc zZ0WQpbGLQX54)vvoz|wF*gLdP$ztTrY8>b9zm9R+wQJ2!lXdGzvf*)B>5U%$@M(*9 zs=i=?Qk^^)8kSVE<-T6)_+5xBRBZ2uR;g_pUR{=`AqQhz7U`z!PN4yw8T?l1@3l#p zenGhmvP@2i(9~w4S*NuEQiPozda|JiVMoKB?JX`IoEbsGv917p87n!r!GSgV3u@gl zY3{Qs&OuKDVOHuj_b( zo~=q_uk9#4l3OEPa;LLbPp6^?)nNo1$)@2#w+brQ&2;JT`g1TSTBcvgA|KF2#l5$Mi8n9_k^kKNCOt5f?fePEtX4~6faSz?_& z{pPxW#Nzd{K&&*8BI2V2-uS2^uaEQFQzr z!WEv-SexlVf_b{FEvbsmUv4m?AmApYvs4jjd{NkvT^U!vr2+XJvo}to95+2YH-z?c zWKM0yANH+YepYxfOcZna=PEmrLAuJAt7Ivm*B1LkP2=S&v$Q^V&~{iN_kUfJmi4N!2IfAodQF zzsLiTb%=NtIMa|1bsao^te~>^drygyRk3k1i!A6@1D5KD9P}IUA<6KPKu`pxegTN z#0O>0&(9w`{pKS$c3p*NO0Cozlt|oJTQj$2N`-Nn4}OQki}YK4Kv+Vsdd~yB>|k#{ zsBw(hUjbLjI^Zlih6`cnRgF1V?@j;L{^F9r>vnxEbL zsI8DahWIvhlkzs{qdS|9IHUs11-79XjeWPrwhuf?cIy!Bn@!)l_x+0!@78RttrC{z#3lLQUXXGEhs` zJp=L0Ct?W#6?_n7X2d=tsrztsDh#z4)h!{_3EK_(cJ62cQK*}X3M z$=f7?H3gc{OD zkDMZ=eCm4ha<^*5X`>mH6<@k!)%!O)mw=bE;fpJjdu$g!LY{F~4)2}O9K>&kgnX$X8qRA1AK{|34_l|+?Pt;Dhvy?pC1f-5 zL!J?p3VBOhY*CF~)qC^=$mMfE1Ak=;7VQim$e;yHCuQ-Y2OQH9{pI+9K}Bv&ogPSq zb74%N)#8@^bP39SLzB2hnuyz#jf}WmJ??%#A%#jQJ*0f4&+5Za?)V9&*qU?u(qpRG zQ&u|!j&VR(dn`Qkz8OP=l)<_X9^6`YA%TaLE`GZ|Y*sowWH)jr`w1d~5Vm1K-FGK< z;&}_@itUW-A?3w{*+Np4Vt3znRtAUE{X}Splv94O*`#Vv5oBeG>>dV<{ILcl&I8~T8xI?~lU1{|*22+fUJ+*6mLz454;o>;zt zH-!y(DeV`LZxXNE1acBzuVpw>a2p;qk_pKsQQE#%s3@`sJnQbI*XR9oaDP;j{9GsF zLng~b&@ju_1kRmgErd=baL;!3n&Lz{B&fI5bP1gHeXiR6j5uTc^(bVA&$9bdwOsZJ zv9i=~)%2`?k9yon3iLqsFtT+Zy~fpRATxW-Kad=Cw(kxNx;kTvBsh8qF)?Lv;l6hd z(>v`(&gnpNNS>WHU6ia}_g2VD&^>jLl8x8m{2bp>Q~h$xBgh%;&(i~^;+FN(DL5jhDrz&W26_HS7sc; zeSp+1P{;)3SYzpxJG#43pd2IAn4I7JmCw0*BU99Y*8U2p1gKU9>Y`BA>J+IIrt-N7 z`kZsKuxx|Mn+663M@L7X-W|TDE2!8Gud$tn*%-b|twC7n!n`#xBg@^53=0K*2%zk#Q?9ual%QRV3s5r{be@ zwEDzvupQ&M8&_hXv-iT2MP%~aW7mG=HbwkF1WMVKWwpzEi9c)9>MON+s>$dUBs4&9=FuK$-IXAF8ZAJ4HudcT%TcX>#Ms3@_QVO|pP z=8sG5M=4fAf?YXj&Xl$Hm~$6u4z=$w&8~?aMmxsc^Cg5j9rpTLzImimp_$wK`K$Ym z*D`Zrx)pt6FaZ@jI+gZxy5Y@e)~R}sQ#_Njm_X2Ta1CODyT*H@QN&!rmo?U~ z^Sf%>d}XgGv(zW17ou0cgvqc+FUM@x>t=jg0Cv0}r_fC~MiX{h%esYT#Tj3}{F}i| zk4N%~wVwh5P^~6k8F@VQ#}X*p^amQ^JKfx|x@!_6SsOR2ihNiCLCGuVf^ zRB5AErFJT$0!=03rwx58eReJ12=IKldj%FfR!!DBev_n@8=+9*Wbv%))t@TA8}2pR z*$`H1XI<_r;BhIx$7YJ%s#(%vo!-f*fIS6alB>+GK9m}c1NXWE>!I+XJZ&^wy-{Y$ zU;Uy}BlN5m`vrZ@kL6rfc%fT6uAgsJY#v=^nf2J|7MvwDE~aA=F7(jOV6uB_4%@^| z80SO&crLH3mie3fsj#Fiey0~m@4F6W#|pEc^Dvv76}89I})!u42= zZ+)=CVSO-ZE?y&(?VDb6A#aCznkzzGWQ+`dr%W&tfpm`LRPA^7bIxz3 z%Jt#7Lbt`39Ho~|C?Of?_(*vxALZX}KX`O&?=4NZQAB2|`@2@LF5y{IB}|cVejU>I z<1?{RYq>C(jTbkS%4AB8$B6$9BA-V2g9g%ZOizMl!l|A^r)t9id?&KkQn)o>CRS*u; z^d=QBs(BMJJbF;-_iv5O!%Y_A)cF{Y>OyEW@vsrPWwBrX6vgyRSC4nAvrcdR4 z`-CyKZrr%xDdFwi?D>2f)Ph!K%}|3OPzpajfdZ+-*dU+VND=j{W*aD1?=fFJIH>SC zUDWT^-A5FHDV{xPX=wou@T27N8C5+`4+_zR;J^VH8Fc3%IsXZW5!R8RPb2%EY1dfB zjy2=Fc=19!lpxon;2r!&+i%glSg15?!ukIFEk4I)5NL^q#?$G-43l@fxKkdCoIn_L zA)5kTEe1WDqZ^4~=Mb1%eTVCuS3oDC+qI?Yea(l<%Nut^-mo2sJ=>b2`=k^dWBL=HrP5 z{of@fK7T(A0_NbkLM?6ch`T=i1f^k&$tnftFq2~nPO@X= zehW$hrxx^=DJqVs^t@iFixqTyez5s)gJjU$1y{YN#SG!5wR6-)?C#s8JaD&Hwy#ht z^&>#L_f6)Lw` zO9`P?vxVBnKZJ%!^s}MgU>7R7mzP052vWV|v>P;+T12tEW_)=p3U!&QOb?#K!V2fw zEhkuZdSH=B*-5w4X-Wm{Lj-H5j!!Zn#Q4)?R_Q+3G&!*LlY|(%Xmh4Ad98bcCRE_6LAY6 zB-s)El;PfJM*@$Gwv?=APBusg2S<^u30oikvCX?HX<3HOH?9J{uID*M$x1uQN5_7n zI|iSm4`w4nD`&!}k|$w42iw;WARhPUB9JF)8&BI+Rs#zae$gnN-sfugu)u9vo z$@b=nYODn^StqB9d)h`WOj|nytx%=265JM=YEsLwv|{@Z+`9tSj_YUsfKpoa7QNY%q1|BdTHYu<3yNloOSjK?bn#xK|4Z{J>7AgD0K`}}9e zJL-b5F)?r4cR%bQ&p@$t!7is;+8Xa#X&9AqzDVavTe+DNf-ETLYB zdip#4F)_%xA&-Z$1r>9EOvG?iQF-0=c)HY5Q1)WZh4k@x3*1-_6Y`F1YRNtRTaYA_ zKWiyh^)cO4&XH~0*y%*hu-1hg2pvH`Jb;rS=9E>&7FK)Onq#87HY?W7=gN%UZO203 z1hcW2MKN*?!?_yxBbEvg;ksVl0F7+mpQ@vD&94}Iz(8x;P6~Ur4py>r3_G{ImKZGv8n-d{(aWwoJT6r#-_w3})Z85lbJZc5VQa(?MRIlRXfDrpqf0@Ljqc2S-y%WI z-|~dPdTS?P1s8sGsQIeb!RZhg_)Ze8N`*6bxOB8LHN#HTw@e^BpPBHH&pNC@WU7(&am!~ zXL{cRK9c|?6H~A7rAc&faCaynE7(_RFp%v=ui89vEbQU4SHdYTCZ?y0DW2ASrhMaE z_5>Ffx1#sUW6C#aAt51_Ga5-Zq23s@+xAQ*^J-io0QG5IX*oG-b@@;}jDdlH07JbT zNxM253`VP_6ChAX!gSO8V{3kfx1O;F`Wt@!3l@mgpU9U3z^N54JaFKjKwOyieTu zoD?e(dAz|NcY9q7I9Ejyt(ms_eUq>=U8{9Y+%{F^Rf6#{$@4OB8U@Mg3BC{wJ6}3` zsk|eoOFzHdaASdVvO@XrKQVrPDqp;MT4W7~&WYLg9*n>Nv0P!}{Nb;1gKqY5 zX6@Sd{7*xwUMC(*+$4vx-4bzi$N_PPN*nZ2YyKe zUH`iN7uJ6|HZwEx*?DWGp=u08I0CP8-&g^&J^c{FSs{#x>F?kTf3Kn;UFR74^&R6u-P`0GCwe|Yl82B+r5~jr! z;rfLP$6c=t?>bj=^Ch#KevD_1>-# zzaaBph}cby%h?V{|J`tL?d=IHOD_{ras56|bz4_1n{{Dk5V6_8!`jWYJ(geH^ zQ>pQ+`nA@RQ3Q-y)dd=l3;v$u|8xe7zAPjFjl3Vjs{c>-Ku3hHzJ!J0v%gyIPd(e7 zZ7L*GV4R1-PT{k&x*HNBaJP9FWF71F?b`wGSu`t+?d{9Q@ClhTgrR~)9bZAHh+N|2 z}_{^KPd+4t`eNro@qyg2{`^D<2sR0`|?@_I1xy%p=fX5jy22Y{kF zk0~W`2x=|CE_@gH5{&pSnYcJQDhUdH_T(6MKs=1&S}^a1i4Rb{mc_+IrFg36&xL!hKA4&wfx#Y(x3%8;YdJ~g5ZIT4M zYIAdQ{rqkU=mCHdY#j#u{+~ZZ-lNKWuYAG?uXnADn6>?nPj?GtDn0g1_cmEu&!ZMX z2HpOdBA_z<`$a5cJJ)Oh&hTQ!N;KIIQ-{DZpy4;TJjX_SjQt!mxZ4JU;r!M%r;zHTvP=Q zfs8ZYF1<0%LCMK2}}PKFiih34gaIuxD*u?4Lz~&@S^$LwvAmJ5Hilr)pV|tl_piF zlBZV>|6MBretv%I3ze^5zXoC&*heFKZr;B4-P|F8-}l`ytE3ls17Ky7r5SHI|%e7Zudkc`*V%{;=EfG2gtpQEImb7bmIi3EZuvs*}gLs zmCC`rB^z}t{R|z@1 zVadUB9}X|0FXa^~8oMVGavGAaKK|vV-{=Z2h_#C}l-Niea1ZJPypnKZ!OI~BGEdw; zX}d2Zwa)~6(vjkbh!Y7I1*bz`!Nf{js@yze<#ILjy4$}t7Loz~MJ9$`5??zr1ZA7f zn1-uw=23V+DfoD2o%1yz+^sz=yGU}))J3HtV$NkPcBU^pt!0A!DYF_^=G=#l^->W` zEox?|3uzCIcTBIpdElp-_4S}ntFW>Ia6kI_-D9tNkkW8fWZKq|#idcXUv35>Aa(pR z$BwDezw{?iWWd?%OQjtc&*QM-0N|RB5!HU7%~(l+;(doGoh;``Ez`crYk?GXE1}=1 z{M;?h;#lV@ntZ+?lZ#b2nIUB|Ozg2wtk6!p+@oKkrt3-7Ba=%}XfjrvVPH@+k;3Do zR-{EXThh-^YoP4Hr9D+|*cWJC(Rjb*xJR9{JCQN|z{OrM+tP(3D|u9RmXl!CTJN@h z5yw#9dbwfpQ#xZhPyZ0r;!Hyq^@^}Uu7AW&MNJL(N-S8{s|@^@8?BEN{@0K|mHC{v z{`ZJTNYwA}<|^e%1IN0DQPg+Px2jRh^VX;_2&sU*iKmrM`x$_3=HhVhU>)nhQ#xVh zxJzb`>QaqR(l!RjrSJY3)Kp3Q4u99;d+W?Iy~#9g@zyk zRLT?yxPJ7aaq=9qpPf9)49-9BX?1gD;``St*Ita^GU+xx{VT}4@!Shkuyx&I71M#jPa%BoMbl-9ik&?czkq(Qy6mDOCP}B`hpcS}e!s3#)4>!gY z>v%u&Y7}X(va&i?@qV^s1AcIdbHL}%8HO&84sTx@VMzCNVDf)|{?AKbSO2L0c1iGl z#M0)Aj72f~-yOQ`ezz5c1Mxybv?Nnqs%=Z-T3rZ=vuqR@ACdkpSd3Z*y90cL298nw@jVU~$d==6K@Shy|MLU*Z{Cn${s0@>ZnhDh zfPmm81HNE71t`q@_5sH4TzS$<#pQY5A@GTT*Z21ATlic&!`+BZ$^dHSxbyh)lFivd zrEj(HgL?}L3)lZAZf;Ij$biD>!u{(nEehV-{Ygq%vI!})%t+3?V^RE`E7VGh_?zGh zK|#GqH|D>3lyM8(+~wxs0Rc{-zqGihsA$+-On&8YLCAA;4U-+YSdmh0^Xk~Up0}kl z$`6FOWN=5~p3pI=zEho@oyEq+j)g4!y#?ShZ{Pa)`}-6BXP_}1l_ov^@xN5QeEM`t zQc}|KMSf}Ner&9Z{;C0lH1N4TdGcG9!#?8Igx!FpTTQf> zr)FqiGHYGMxiw_SSXwUE#>DGta8Ggk_3JH*)vva-h(+$tC{vfi!zRsX&Fu2nr%F=U zNgeO)2Imm)smCpEsoNdCi08AsH}E}0(bDPvH5`1AJa4P9qN-H{(#kG0E1fd-+q8$c zf2W)wOH`}wZfo)+d_K1*l4K{u^t?KbzNBWjyx`#FkPLE16~Aj#U0je*{O~1WC!P zhnS?gAr00;H*Co1y;*A$@q?^_w8CYt2Y6K-v`~SDl+1G=xfijU6D_pEB-T9S&O~4& z)HK=VVFMs?`fCuXVqg%@0C|&>ZQbMX&LrP*kJF(`WYzSYm6smpDY?trqNpYn4v}ra zJQmIFr?qu$zjuF?d|4*V1*7=#s`NYG^DNuj>`D_I%vu!qvxGTF#%uA5v4+AbD*=0Q zyh3JZ&6KgYoHgWLcv9EFJ*P2if}E^&HMw_o<&Mb|+1^`$;q~^cWT5}lFX{7bZ+CN9 z9mb8W5AwSjRPUssLn=k%r9f6@p`=N7z&wc#? z!U?T_0CX-0a6JEcdiQ#)3c4BI^dLA;`ujsK!`lKML3R$Ak!NKz(LUZf8O<1u%QCF_5Z_8rc0Wdt^k1U z2_7Es1`0PJn4Mcl84z*C{QYqNK8ni~V9wwZgk%4CdM()#en7Q8I5?=Tt~TvUij9xY z-<-un{Od1Y*JscXd7sRQ16S7+#wdZfFZb_{7GVs60U(K~;1dLF|9N`-NF zx%TrvMm?3L_aeJXH;>-z@CDHCzgaXz_lSsyU@%w{aEDrbuZq>7aE*Q7)c{c8;OHnk zG}MUI7dS(}5;Tz8ySUT09nXy-A_4*$ZE`X)8#_Cw8Zp42w97yI z0G(LoR4qaSupZ!UESdoLIRR)|6yLY#Xm)^LR(?uLn*)H>vK}=^`ehspk}Y=6zG7o@ zbaRuJmOgDhRZ;zCCth#J|900Gu$5@nh4bWJ19V2K&cMGTBO?p8M$Mi95%r3YM~oLJ zQm(WBkT@OWdOSVc03h-9;$l{5X&)1iWe*%~Xji0yWF!bB$_3!EP7#_Kn~aq7SpZ|c zce;R=#8Jp(9w;L+m?;WSu@>{8mtJ08leXW|hY<*dObyk$|8lAy0x)KDI9g|c%Y5)T zI6GN>uq-BI`0J0#PmPVIz_=y^U@#aK7M9-jkENwsVCEbh9TQ@~orJB84J&i=u7_{| z``!aU4{5K(I+f6$OIJK6e3{+H~6VpCzl4E>%9GCyl z>}p;|p)`38i=Okg(mgRRYp>&kmbIquz9_2!`qckR}gZ^C~VF-3M0yq*fB0gWFS)bv z_KvQkjH;5dq0A8~5Zh1<0o+6JR;mrhJ}wjSW?ZGkw64UZR>mL^$|D=Q#dUTkwtW~Sl`lSTj=175L| zE$Qaw#4skV$U8bZ+6tT~1)`~6Maw*U_Uz>JluZU)61?|_wCk(<3konhi5ySceZr>Ne!-xNVN2rTf3c77kI!*nnXNXO z!IcU8nmlDUXm8b-8BPhqfLuh0+vI6Mx8&LdaUiFGZ!8=ciw+tgYz!IR(Q|uGDp~ZT z?thj3(c11B+z^m{u?a@3bwAfa93 z&aX{;5*?cUHH+1m8ffa);A6a1<};H4MFh!bYU3gWyNq{8FZ8K$dPYy|kdEg4#!ZTS zVN@&=Q7)stk2DMBjX${w>EgUz(^=O+u2q*sPf_b_OopUvGJD%>n-R3NbvUdC4a^g;FAA~G^U;6-9zEt@!MY|6@2gm5IU!R*t$_?6pPK)yf2H+CdY;aKU z_{kIWxW4b!T#FYtAD)|=12>Y!M@Lno`wxJzpx16yLCVyAe|Voo6cbLw9;gTd2SsLa zU)l|2WMoY11o-(uvIS^-hu>|ig!#4KzZG~6l_1wkG1pPWb4dRupB!c9#yV7+ zM&7^}+^uj#H~B!K8_q=?A0Ibx#V78*oMnDFkae?7T=z7D_mIG4joxxxbR;jCYO9n= zhF3eZaXQN7W%kk>?y0IP3Lfql%gQ7CiNeGh_lte%o8mN0N(48k%rq*UQC3z~TB_VP zSdgDO+}P3yCM}Z7Q8}smCj{9e-^1r}xefK_gx1XO_IwPZva%VsBj14RX<3Rf5OWM6#?;0K zzis^4B?6*|qqbR}S>MIpJ~0E&7oDxYR1(l8p6ycD@zL|D^nI}q?QIA*vTgH;Vr)p;1~-qo`$1zR%7HmV(dgj zZdH{(M4t6=&A)PuxAxOSAE1;$xHoB{O7v>Od3&aTO(qX+FNTTYd+hk583WyCo^qv| zbX42nzk}5F%URi@fIZz7!e=*4D$qSXcC8Z~hzM++nquoPsNWqBJ+F5ruiJSWljoi5 zThzd{hW`C}etm7trzD;+7DRSeyRBl|2MzobG@Y?_V$yPhrOr?ySg|KmbJ&h7dUUMS zJ$%M>&k|TAzVl_B)?E!CdVI@V3jY*he%w34n7E{_k>=fBy?4od6W&(_KNGwMkJnu<|6GFOlYh$nh{YEN+)6*iA>HM_+AO_gF|lwAel**CBd`2k&G8s^-jL| zUy}qozYi9S3}D0SZb|h-Je_$AVW-Tqaf=imH`I&I(T%{3-2ZOV)LFew+VVmC*D#k( zElgSwhOjVlinE(lZ%UKGoDp%3J`7v&a+l(2ADVL1!35G8Z)tg$s;1Yl&0{0aD!!4s zoDrq@DIN}36*~%Je5(8DJ#KQP%~Om#KiOKqrog;*Dl; z?(Mxh)rfxvi}I_!Q@68nSLi&bXH1F(u#F3c!<=V%UO{O)CnV6q_Lb8AL%cecs_R|Ag1Q}a>Fmn z$DbOt#I!!9&vqlBG=Q3+zG?8R+}RVWf0mwIF$7J092LrCJvuthS_2_|rpi^O43&cn zPaVFu94YE^kBTziSYy$s3m6!EA)uoMdtBIXDG7zv=nfpUD8MK}pL6&QFI1i03q%e* zN*7a?_iejWR)9GMzwhJ2PabT@m+cO*u(SZJsy6xfH`3(gm<^6X)f~xOTn;T{)EW1N zbWJ3|3g0Xdzh2?xB)lR1v~2B+`rX675NO)|GpX#87|NVXPIF^hlU07tj&txWNULMp zNIRnr&3n7aOU5>04w+hw)yO4(iq^%=}kvlEQcPZ=}D3Iv$%)=q!uriq| zl7&=ta9E8qyVPVZ<$Wu1oXi#di(9E0QC|Ma^b;HqmR>t?yL))NrgQ-l)vw1+OKWy| zfa)F1C@!`FhsoWg9$sGYzAW=6C+?;ToiRIrlX-f)1Eo=g0h*U7L0(Rd^ZJOCEboE( z(R(fh@|XheZh?2ZOTGj)6KYL*{*`t!8QwjyF*=u{?nB=rvubBU!)B?k$T+Ci30W6V z_HPebx{`ws-@U`4~xH)Gh9H!+mf$y3u81L_^n(2-tNlZE0=hSx%5;h07 zrjHr9(wd?f{v;HO3JvnbqleT_$1T0Rz-o$eB0XaUrl%?nisx9_j*iLn?nZX55$#K- zt@ZULhn+1*LYLn9IT*qYq-^5JO*gR{cs+&&2vV73%C0WpI4KuLLI2se;=p?tFV*I9 zbhMjm#(>}yy}yrzLo9Y_VQJ~P+D~?r#H!a^UK#auU}R{B$7NlmP&-+`i_@u4fgG6} z6Qfd^Wc==HWTc{mghY3#0OT|#(M<&4`bQsm(5|$!v>b&VmzdRb#@s)y9>?T*2Q2;+ z{nYA(`;5vBRh+Ni2Om?kO`(d}$&Zd9!_bMofkYbrF6*7IMG-9R*4SUsU$(_BEJw@s z#Xp>}#&WoM{|dgeMr~!ps{u(^^|LlO^`5I@${jBs0m6++t{LXS({?$LF3aSs zF|RXhns3Kq?Y{gYQF~>XwEM!*Qtx2@C3?Q)g}QZ6IFpCdc#qGAKWMKql9Sm^XJA_7(XrX?uPE~?v2y!m2~)J(_T_H z%UH@hdN~=Kb}lSv?pX8ZGupJuHM54!o6nvRdyqf;ZK~?=wTlKbbgDCJp{)_Gc!6m6t0YxD+eNn7sonmQwA))V;gFtse})6=wY6ymt;&-vO}kmdQ#YC!YBOFg3K z`#Jc#6eeP7;A{2Yn|No zPF6bM-5HPxXhyaya=b)$d}D(8(W9-U0<>(O!0GtmC@1+>lm*4Gm`53nPsd#J0F)L-#$Lj?9R%i#(z;A8rxJsM^d>^;OYkMaKIDcIaWIQ*; zH|iXQGwHz!w)I}Q;-4rjQ`3#sUCr*QP(C6_l*EfWUv%8-*qTXM0ge#YqNc056<@<5 zci1`2D>)qr$U6#gHpf%ahR_FA`35=E_Pb3V$o~!~#Dl}aN)@vMm)C9g7Ncq9rFT?0 zCPQKuMvK+Iz8V=DJKEo8Y)AzsjBN4q%dLRA1GzkJ*vwUm-2pZl)VRx{NhPXZhEhVW zFGzXBgP8?Bjxp=~JD&hEQ)WBUax6ynZEv7XZg0ZtY)}jjyh838*r`+zcnbKy-8^R^ z&~;Tt&X&x)JT;2WOsto-(%X3hVqLO6e<06-sgPn+#uD=Sbe5ACFwNlt*}lgMk=haR zb7EhxPvR-WrklKi(kyX}i}Os&(Yx>%d3;WW zmbDu@rjV*YN4J3a{;OdBtweu#ymzJFYbg?)y0UG?y%yk(PQK|l`<>2@D=AMm&n8kU zRNOD4xjbB+mY+w^ngs9K_A_8Yw4G)cAXJn=bTB* zE9O>y*T|>#>KO{Q5?_4$TUSiI6mrnioh7S3ZnUj)OvV=4jjcVu8l!Ff@#2i={3M;c zHhlAVtVGpp+~X!z>&3#~*B?}4K+b!Bz{qTy^!BEtrgr15tgKL*X>|<@00fuEi5k#3 zJ%EcfDKie$Pv>^X0+`lBg%Js7jLtkU3CX@Y|Kx*Q27O273YQHvQx8Dmnm`|cI0J-V zfQV`mcr%*0N0zDCxckXU7(f!|n%r2u3>N@V5ir5oA`$`HNWV~7;+zX$2z}J*wY(*r z644vWNbRFQYGVoM)yQdAUQ&3Sp;X_hWPAI8%jK(Ib-K8bJ?@uFzHlB9Rvn#ZE$%Mw zr)?`6$g*0syOcMp&f!ErT8`Rv`^^f_lLV*Y%W&kp$iaS=!BT!9erLyIz$W{+Z6Z&B zcN=-@9PjENgH`uaSg{TN*i@;|B8k)Dvg}v%#V@Fr;v36T9oJ|p1mZfDW05DsOkU+b zP=hU>*PsS9nQh2iJ$z3gZpJ)5E@DbYV5>fS81|loYs+AR+wwHU!^&rx&`}&^!bF6x z1k1rGnRH0FC>H@!<0Ir5nM|qZ5uyrH9KfD!Ia*tX)Mp@uhIH#~WqNziu5UBt=bbml zLT9H)IBgs@(QWUx1%gxnyrVPJAeY$35(=QdghXsHBqI}M&@G)%h5e18oxwS-OxNK< ztgE8GbC(npk#gIAjgMt80QgbO^S%#=_?1-UP&LJ%0 zb%Y9{YGFBq-8P(n=y(t8Ixn8tH7;!A`&30dcT*mpbF;~8U`=1wY z!NC1i__0$|9EC>`Ez#n1Z4=d&=ev|Gs4p7s+e69nWy(!tBzNbG2%@bm5tjO6Y561G z^`s80T?R#HImFpcb+aDJdIDPt-|}f}zq;34Tw^ns9j}vY9AyO@syMg7-duYBf-=qR_I#jk4a5jLMsd}TYrD5_FT~p~|I9~fUn?^EwCwBkC zeVMKq2Nnb?|ItC%9Yg}FjM*)9Pa+u!)fhWt>A42J?k#4oa-qn_(PmB!g^WOhq?w&o za%|qb8V$3u;kW0N*3qMo(?abA4^JXFUcKUf>XGbES%9B+t-lrqDjSd8KE&rrl=5oJ z-HE@NbX`W|=C`nWVQ)2RrG`M@Z{r{R9RjI>Yx~cYp-D+ek&%%U+QXflK|~%s9bH}K zfU^NE@zXGF&bI>Q=V@g;r}cy|0RYP5F{@x+CgAbqfa3ueq768Jsci%zeB(aND$_zK zGoOh@m*SbUFYSwfX+Ks>du49TfwFEJ8ymaj_fe!!<(Ub+emAY5`5TKN^mi}An;Uiy zGrfgqr6zxhu4a+xh*Mnzg_NWkH69b*+x0-UO38QQ>3tzMEcb$XGc#pN%7#6!BcCC$ z&w7WH;S_Z1Gu@9P$O}sz<9JPd?3^>SjSbWCNf+Mcb<_V!<2Jc@G*c^cT;)sawACN3 zd_8d_bnho#ZAOeDUcjuZ`F+TmG2XxMd^|5Jvd4k<^oU2|6vx4YizgJ?2o!|l@DxPR z0KeF~`*jo7TBV|_k*m#??#xSNryimE`3gG1;Y{7lsic?ODj*h>_wKipKk6JR(CmpG zUu-xEAm$5Ef#onhoI)J2G+iMPrc-IOv%=#6Xz?$6$aFDBEYxOOus zq0SNyz3hTHyXlBu;T+B7h0V*`==F(((NqNe;O<{6m4c#g!>7QWT{DA0&|?G0wvlxd zOP3dC#x;NfJvA|Ly@|lKBV^I}0R5AQsKI{W=WC;m-V`2o28Ix(2G^~mrlvDMOp#CH z*F^hS@srzuIO+Dihvl`k*Et+8Ja68_c+fw8{$VIfoKdahOL#boi`j{{;3N?tA)&VR zGz@aa%fk~{cZR`KP>^Fii^=kKO9{1}Za8Du@sBLTIO2W{L|^n$t%^~Z?(O9Kk+prF zrCp4y1gG*Xs9hd|21!hmH{TWQ z5y8kPhj*LdRS!J=Aoq+4XCOv5ZtnIyRdbfd2+b`Vm=D*Dtw{z5pdw=+f-GAqo5M;iSTQ@RwDj6+CD(Xm5(NuOK|-l) zUnsAu)JW+S7LxCXuRAZzq5m;(yU;nzaWiOO$-BbzR6G>}niGv z0wd@#ybcm!e(cg5^6-w52JqNgsT3DKxp+mO2z_s)%$B1CU+G3Jd;u8dN(zowv+ZCW z2Pe5w;l{$kn#T&_wog({=STE~^UY`{a7JJ;|G(IK>#(Ta?_JoUqyz+{yCjD0P`U&G z=@KdF?g3P~Ly!g)>Fyp%x5e&<~8b}NeI z?scy!hK8PLEFu-3o=kC-A4mA1=vaq#eD6&L*{l;pZ{lv_B%a?@q=LuXSLyqOxacDr-Zf#A{H&4ii!2fm$`Xjad)5mo$1L!#b8BES-+A<&`47S zC5(C#Dw~QJ#1k_mI%_Guyvb#zL=wJob5w44H->QCnBY3uB+1fL_0jyNuk5gM@YL>;Qkd8G)r~T{8YO~hJ|MZ3^zudNVENZofLzDE1}>@O3w&g9E1y+mZA62 z<9!{$9|Mr;_H5E)+E0dPHhU<>DIDa1Owa@ldN`Eoy^kIuY6F(UizBumLZpA=7@Jd% zK);r$45Uqq0DK~|yuv?*u0#sd)ohJ*C3P39etpK0a+x;@?m5JL&lF~^XG{HSNO!oO z=0FXf#@OoV>Za&_2|50v{u;3s9o1<&#ds#Y#lw#7b1lCa9|u?e51u6c4)@`=^*{_nx!fWXkfI%*= z3BwJFj%zaCt^4Ket8GlfQ|~R}18mldJq3d!ucmveS3O_~DZ^#0Emd~*1G@Tkx)bG8 zO-8#o)#4s?HH+e>*k7(yl;+s=h{-ucD6XDxb;vUnK8W964ga1|vuCcUuAtjD*C*qe zc<|XNU{h+P1z|cgvaeZ~QQ6|XG@Au4nJtC(!Njg1`oVaghnlXHecssC7D9=p`8`G) z&&-YH^LIB>LP$@dvv!-8KsnM;Vc7!^#KgC&`Mu|Rfhu~MK;QqAqrFpE)4WNuIk|OT z1~Qx;aee%~JA|yeZnPy=upyr&8*2D1gzTb608D%=Vv(389Pft`cZn!^SDvWHevdt@jI6)v_NC58-~OAx0iE9D)cU~AN(#-- z4`n!`F6SyEPzJ*jkG$6ncn4TOVs@e&F#He9RN5V@^R25aC)gf|K53b;<5rd< zw%t=b&17{?E>~We$dh-i(k8@1EK)@YGp$PLWi>T5@8A?(Z%hL*k(dofN0sy<5>isX z{Ym2J$^{$Bge%5Q@rt}HGr^s-VKX`aSRJ!f za<|+DOVFc77KoKd<&*N@9ixT0O4csF=B;VX!E@Kmx&7-oZrk7Fbj za_qR?*RFr$T3;T0esa%q^{IwKFCPQ{ZH5tEc3EGR-CK8-wQuZA2hP@Q!Auo$o1z+1 z*ck!U)dMYyq6v}@9PYc(TK3p$BVtA2uHC4v>P2Khk2*sH_#3SAKrjI4qb=gmE*0tk{U5Km z&3Z92-bmEIU-a8;i9vng8C3$Nxvgl$&R9khj^j@c^2ZCmGY|hoV*LR*sSvHE#FBtP zHWpLltgVqyR+(nrW~QD$ft z1RlSfh^2W=ldiy*b{6DTpTmP!tl@BR&C__qJWooeJIb7Vf>Rw3ts=1X)4wKy@VN=5 zvaW8|h>POb5?+Q+tdE4=O`Dx;KP^M^H+MrVDJDZ7$HBUWJnz)Nas`t&WBeyQDIZco zL@tFiaslc7fQARfQu35hP(?2vCy!m<;ajpMY~{hxU%zx~x-wGKFyn|plstXq<@W$E z!N>WmSSFvcUY%sXoKJxPMRKilx92-@{JLc;Ehy)vHXp?29Ibe*#^$#r+0DHn${#^m z<0oX^cfQQa&eeM>F>w#QiCBA&E!bHj=%QvN@UhkQhUd;R8mWfHQH=n|q-TCbV9kvLx z*=p$H_8BC2VK*2hp0AcUvyAI8u~2X2zfn6$$YVz;sr>rm4z5wy@`|g#5`_7 zTpX|qi;Gnnisg=ZcT;M1UkE0XDqw^zqzv<=Nb^9JQ^iT)}0{RiJCg%oG!s3a+G zTX{~U(q(`PXHM(j^F&A+sPdWzT^!vG%_p@;{AzLl9CANccCRc$Xmzus@-(x&e-(SH z+{~P-qGr8nAYhgM5%B$qStn;^qY5<>KBgaSeEF-}q5jjzBq2W{M}2|jq2tX=q4im> zJudUQb)j|9AjNLJ3w?u{d2gvBQtJn~`6Jc36gJ!HBqf0&IX~`bkH3q`-%uGoFW{$L zJRU);?;_76_|1O9A`kkMn?w!M@P`&OYuHXZWORiN#62%a>U~}$QNBh668&fw@0{z=C=S3{GQ`91Hd z^}=}!BviS9s9v-7^F9uZ%{gDVklqQo$S>lnGY8c-mav-*568|^x~B-32{9(VmSO(5 z9#I(k*YWSGpIl}r=+-68$}EVaUS~10WHNqI$Ni#F+JpE}E^n1;=YpJ!3>&1M@tS?A zN^NM*;#~Lek#Pnw202c;#*0BX&GU*&aoF(6H}Z5CA=%RjGw#x~M*&!i26{SOwjvJX71O2Yu;F|%q$b<$t7|l;1XLl?%iSVW z1T~2ZZzY~32kOlWMcYDcLnk0-Cpjt*{0exoc3JVy?(YML$PO7W%JdFKn8542BZ*PhXHTmeqpyTT z?$&cg@wV7pMyKk1-l$$()^}AW0S^TIcY{RrU+=9dEYAHjiA;1`+PRiuAW(;whttIs zLpyxSd%t=69q!n>bSE=L%0rp@<;y8obkjzhd@1UPzGm6wn)AyJy=T|*{Y*td8YNXK zpYOAr*t^nrPIh^CH7>;*uzk>mDa159A$yjB6jKJh!Q)iyziX|N%9r~*qE?v6ALdn% z_i;f`)~vz-d+!lVr!uB|Pm$Z#P_A++!vlk&EMZ@{8wyO6VE0}>1g5D5Poq^Bi2qO!mgE-vFMX%Srgc&(Z zRy$ZOd)nmK@=7m9OnxS66#_4?=^y3@8R7g z3&MDJKIJ*gDCr+K2Okq3*>{Wo-bjkzHoTe#}A#VX!s@#?uQ*eRg5*4L_Rhl{|s{;Kol& z+P;sc35sb}!azOxpKaVeAlisgkYmCK zb?6MkZ3}7+P#Y3t`b9$`KI!VGH6hWE`^Y@gT+}bCUg_%n5^+4Hn(n4G>Q3lofgat? zyh(}Y&v=GGgwq=PK~UV6XVR5U`qYHH{ev zmV^OGJ+l>b-u~z`7c$d&lFG>_hwt(24*TZ7W|~)s^puATp}eqdUH(f;-kZ{JC#Uk& zAcJn@o0!=DBPJ`4MC1KpfMZkgR>e$UEjTD9}K4HXDtFLMB}|TbJ;nAaa&^Md5>k!FOd4 zVzd%1o*y) zj-f;{x{&$nI0_hIW(If1p}YbcLFX^H%CC~S?$!ZyTLAM*-Ub2z#CZdPFfFpCeQ%xFBaarJ)i#itD3g%yw5HiJ4%${*MjX zB<>!w}hQ--G+ngD;j3DnEIi(++MSAsm~B#cNM?6Klp23N6OIeGV@y zd_!lMJ>HmO)_f;GitclcFUY*1I%Hv`q-S7Vlh_vVCTvQW<9G`TeO3i3_H#%nEN%8OW4x7dyeT@avxZU}QbW#6mPA?qH+ngs z!iX5k@d{RSE{;#nWLUHNd7r&2=4r|GGThzscHurnNluJPVmCjWAJcpotCjjOo&;wJ zSPW_eXoaom{B}&jqvH(>hc$uG5Zu38$m-r6+t8f$TRuqFG{KWIDH%Y z`w$=Lke`{WU}&v*8zPHUoBynOg||RCbMVk5z?LZ`d{HIFqPx6|S#qTOMRKC8L-H>E zNR)x|IqUrz`QCR&h0)_s)ecumWP~bL*n`astXD#HzPU8jKPP?S`lN*JW(@8;4a4## zptiydwL?QbKb!=P$hJ02Tuv^T9+R#s;9c>5k$S#0vk-0PtTc@Vf6MezTQPk)F$N-1 zv$K-MFmOT4DSW^(U#|IG9rn5{MJ1%Ri7Y}UoJw8u1r^>=#M}7UDCO;MS$+FuU;w0J z9Z@(O!a>UjG`2YP`n?tvpXQ$K?({~I=Q#NtUrK*l&kp#KYYWuP*^-;g{4DZ`vGX9( zq8px(z@~`3JZ&w&fSd0_jn#nvvS@*%e9YhFF&H#DA9a;$F6<94OG#6XIq*RK*KZho zE+9|`FqG`l+uPgdG7J}>Dx=ZkxYV1-#KZ(31tvlMxY~x<)tZRUHkJP)rM!ZId4FPS zUlpjd2#MZL=CLXb$E7lKU->$==~mnJZ4-2fdqzy0oR|pC5B3$0dCtiAOw30(?v*pjxzdLe)P`9(@S&Y^s!H^c4cL~W%)Pa4*x2;pu*;;eNwOW_2o{}_q0TW(tAA4Xfq^ZI5EKc%S zMf+jFqJunZoQFZY?eCLRv3To}yVw7vxeBJN0ohAIR&9Z+x3_ly9>1XAJDOS;>^6zZ zoRgE2Qo+-+9zZWa=jXE#P#s=CHVdGZrT0)1L17H7I82Kwi&he*zHzwR1?q`x05cMZ zjqMI~zGWXDALqBXI9LF+U%xY=t^ZCD(HMv#$I_TFK~a&`Y=LpxFsBJiWrX`}j5z0e znmpiw8ucPq=wIxmuO&#C#UnTOp(`*)$Bnf;5<74?dr=W{tzK^h8TcTnK_dmj#!c&_ zD0%^#t%BiB*;6gwIp=0(c6^(eAHq2*`ZXD+(zv*Q#`H2GowI?1#<2FhWhGVA6Zt`< zYdF3{tQ{9;m^aULU1&b>om}Uj&Wq|S@0FLZg)?=p)QdT~lCKML-g4Es50*%P&4b6+ zf?VU4@(CX1EZ3E0jxg2LA3DmA(b4flRNssU;1=33v~>GHJ2*Cs&(jH}8j9dA#=IOX zOty`g{&n$U)PbA#EF_J`>WlsB2hZd4zqWWJ^6~KCOJ^Dw7)&h`7Zm88io;h{0Ogdx z%y=ZZhz`KW$vdv}g{@xYMDORR640?^c4P@(yBMK#qj>{5z|I9aj?^_nhfnb9QjUkszkE|Vjw;R7W?1A(ua;SeO ziki!Y3Z4FFR4X;J6$ub~f!=t*jsAw6keg5p%y3bRioyr&RBwsY%Hd)d%Z=0;H*hgM1=<3vvGMvyqRG5A#Hlh03h0A=NSMVUM*#)q zW@eqBD_Li!&*cf)Ei`XXi6U>cYS2)qMyRgg~fzBpI} zR+P53wwTZLle#jpY+$E@DvVZv(~}d*vWuDt%0Gsv_6;RG{M}zS^qDsXKeJcaX_H`Q zIHp%FQwEbuzeF$xFjEwru;2%PzKO|Kos`E^ZskLOXo4ihj+I9{bSV zI(Erwgv@CxryBE72u4Jg$ogHbk)-^VX2$eZ{^0h??Hv$TF>1Mg(-qptM3^#s&Kuj3jq!BMA ze^w`cT@|Uri~;)Tt3-ht-(!-0O?uill9K+Rp^w7{0Z8oj@|1aRY-&mi6LTlGfx(W(k?7%`|W=4RE+t$}@ z!Ua!=@WyBsN;3zn1G+C07y~FV%dUlhCe8x!MevDD|?uwTSC4q@y55drO7;55dwvi&NS`<%>fe6gH zDV?q?$f>ps`|=zRu8rD@XiryQzsDWH-tdp|KxtbDrui(>^nflOA<6$mYX#kg=yyP9 zzF@QN+HYI$=Vu2`(>2&FS~+ib4oDrD7y|)u8f`aW{!%~}hMtHXtUdh=2zg3BIa;lb z)VEDQ=ub-O{B~`&dh_MceWI^DD72=SBtl7d!bguob8Z-2G>?*rTDu9u#;*A3&d^ZMy4O_u|7#Wc#%ntpETRCIJESkvKo3`K z?Ln^qfFmt<=VJ8>P{Qdau%&t{_74nzsR-72Ev}V@cO8#+UcLjRr3q~Mu?Xz&14uC_ z5O8yFSTrm|_XVY&I9KCvI7K92sAOhhk_(B=$zk}y%**RKRT?^3pj&O7m!IF8GS!C9 zXY>2y=E`kRT)dS%sz|R67bSzF{;$1&0_=ql44+PRUWg%lW{6wbiPE^oQ%98`z(k?j z()bawE2ICk9whCy_SR%1P#-rYtDEKQi0rKPv$ehOV3s-U1HwmChW-3TD3J7 zWhMUgFRgorhWL2bgwJyG@&N6aB7f^j&ua4|ywL+s=mCwpgTo;xNCV`r{txd$8~v-Q zcv4^L>)!yU(tZU%%y=YVp!-&k9&lwhCrdK&^DV)oQ%V;m!pHA;%MSVii`x9=#^?bC z`yph4m6dgMt^=rn1zE6o0(!%S2CuHjRC5bV%m_g6^2jkhDG3d&yrSajWYf=^2 zG7O)Lji_%gQM<=H;)?LbJifQ~vVM~l|KH(dN0P_qVTqhby z8hALhjy#+3;87^+%q5nI)qpZP?hkc3pW&MW%)*9#Ae_3u$zzfb1yX^M>~;GHzADk zTxKM6;L)Wrl9W_})j4$sT4PVdOx@{$fOc!g?pJ{VzMw4pH)XCmUsLGvM{%Q|7DOGk zu-4I0d@;Fpn%+)7+h3oAo>x3czTSx^If&G+Vq)2q!9QVXO!s`qNoi=`7Z<>MG51SP zdsX!{#?yV})Mj#01*#_q>2mpNLryRBTgzz>2R;7Pu;li#GWuXSN*VaPpcY*Xu;*!NQV2Td zHZ^%$T3X^K@OvE5R)=1I8tbVT9cn{GfRmC{Qd+w^0qPl#Ua=*2A5_JoKYm=g+}2Gv z7KBZ~%_G3U1Z@Z{m=sv9*eap zZFIIEVVVV2o$oPryh4{#SqlxoUB$z#@YL-O6cG+P z@=?sY+VB7&k6f0s0GShwE#g`0s17nyR*SF$#@vcApEqGJTByWj+stgR=cKiuWJxx78l&dWucHL&(=8^ow zgi|Syn!6VZ9~Upb!vj9Is)*c;pu;?_Ui|ii?yfb7@< zBci4ph6+V*`Z!ld!m3lfG?Y86xLIlF?i{&s`Qq-{YbNG+4KLd`5{X3Ar`IfD%)YVM z?lV|e6wSY)HFsTZ5ZTvf|HkAVu1KpV6ttcA6lyzRnGZr_t$BuMT3t#&9omxw|I)h_ z4Zp#71-!~7;hhnu-oXpCc-^YCAvV^zldnM~-9d~8}r!}3q~6o5($4I7VRE^`CpInCJ5zB4O^R<(p@us?g6DOF-vS(m}qFzl@_1l z7+v<~Z-8w;Jw!o45f$)&oXZRYf*~FevtMqy>aYv)9sBc5%&C+d960Dh1=-nvWL0SA zt!ei;pdSE;v;aR~*0-{DRn^pV4Icu1DD`Cp&~O1jJz%@KJKIe;$N^Hj2>Yj1ocjQZZiu*^{De8dfod{^@qVD4~ABb9tR2EpeA}h z2?dEoi;@bWF+vW{?K{G@$;2{G5}t;*-sj&w`C3|j&jTh)vNq{1G;-us&^J?m?eJ=x zxlP)vJu2*&Zo)NCsDyMpVT->rUu=?(?+WIcdj?@1o`Q8`j%{ zpuS4AkKxMW{enTllD2T^yX!0Qw{M(Qztrmdu;QLN?R>bCfSQ}tDEhf~&WCYLL0fi9 zv!NnA&EM6=ikj7?!htWyJah|l!CzVR*d+q_&^#t4e#UVF&FJYCgu{x z0~j=@c#ez>@#6jlX|X~0X=>_RT5T!e?Y!HBTG1<^R6CRi;;R*JA5#^wx8sTIc1&!2 zQ%UIQt9T`TTW6cMu!^*+L-IB(@X6)8AIY8WQgL~k_9@EYDN!?R` zU%GY)_(Qv|d>F0aWJX=D^^$XKf?<4zh+S#aD*IPZg4#IUYsJ zeTsoZsFz>;Kp7MO2Dq)02w_|-IxOJ+(_~)OOw`nH5&TEArZz&3#e2Thku>JAF>D0-RI1LtZ3IO& z*r=!n$HzjRC%Ip~5PShVv}@O8PuW*jRxl_;Nkw<3%9eq$_UN(-hbFMGW{kYIvf@fo zjInUP?+yxAgURylADtc@wJkja{ML^lKE)b! z;`54_yZ0o|6pp1FkxwT!#irirWoh?!>7hpv8qj>CG8~I};6R9qxv&!};~H%iqZKmEpBm{lI1NOrv^bDSzle+!F~H+d7fRsr%K>j*aBeH02x9?u0gN zY>lP!B{hn<`>NuxF)_R5-0ugsUZIHC8a@s^%x;EB`Fb;5Y_>AHt(DA}v76L>U(n4^ zosIU^#m>lkcZBY??%sovpfLHKT^yG93l~A2?1@``a73Q$aJer58y2SFRN$>kjg3#} zQl|xp2S4eExdnF+KWzq@>f6u{)2AYeCUq#%Mbq1yZ-?3Sx^(Bgr)|;X21*L!!P?#+ zl)i%hw1!;ts)pL|c}4IS6@KG9R@)#UZ2<(Z?{-8z5U%|*rBO)3Q1SV7c({92YtMkm z&u14;*QZ?5>fMDyB6^D}``IlObxKJStgd&YA|4^y@NWz_b*nX&o4t?G#sDaw>QTk; zJ-0fKmi7;C`GhvWbwAyMJS{lqN2}RZ67gichAY{5I?@)`U7frJDVm38r*>CE#$m8pJfgQqn&G6iH{Y|(t%c5Sh>G*n*Wf6&v6C4YLA!> zCZ&M?ai+%L=`~x)mqkKi{G)*Rd&0cHZCjK_{bZ!j)nd|?+TmnV!!lD(aZ6@rGbZD9 z&l!iBdDk<@7>8wKUtNWm2rQ|S;y@ivz8Qy@vMX4A8+}~=AmWTneWnuMXZOK)Rn1yQ zmovx11&~4bn{)K{2d228R_-H^egOR&79Rm-qWb#!sVN)40?%m+x}|+jP9{DZZhOn_ z-j$h|sjjZRco9y-1&sWQit%R%Hf>dMm(tK*6<%jMt)te{r}^2Iq`s*BMNm2SKB6G>t*DDa+m$&GYCsrD)Em!)!oOK(!KCH@unjDIT4) z-Een|-5cJS`8frpmy~8l-!U6#5Y#G@{lp~TG>V|ow{uOEE*&KW!T=)Te8?fOf*kok z)54@X;mU>}FbALXq?V>p*~&CFCSL!dIqhAi(*n`IF(TPSpX&<_^FdN3wj%)UueN`{ znZQZu zM)$*aJK}v`SPNJpDk`|XWPj-ZU{vtKG6;cYg#{E){JlSWN~+rL#+^{rw6) zH&M>3on_w+379gMo_X3wmd3{7iS-A@iN4H79T@c|!<7_!_f-IW-`;FyO=@G~fmJu~ zye*#7j1|_E7mqCPc%|7%!j=}^eIr+|G_LEO9JZ$Qjj$Oh|8@6<~CMVg7p&%0Q5Jceh4ar%4`1B@tq zXCvk6dfn=_#|fiU9j)r5Wl3qcOC@w({;U{By-X3a9_gv9@rds~dTbG*9sNN}gf&Ke zH?H(dBMO*H`lEikw#O?sH6$@1>~7TtO%~mWXg9C=FV84)t@yj0(YE=FFi>vn8@ z0~=}CGk#vY^0@T~BhgzvE{vlI@3L(iFud`PpHsc*_*!GgCKfX1v2>(2!wP_-Wr^H) zTU&+r+X=h;_APVU2D38O%kCkXD%p1@X0*p{6_bpR2e=ie8)n;N2-VwdyoD&>DbGZv z))-V-oV?k-&6e;wADbk4&*?tS&uo=4Fqk8p2g!h5DD|-rP&^lJb~s0%_;j_w-R`^% z`(&$^o)JYu_|IAk!VBWu=XcvbxBF=(RYA~F1rA&YgfSNCr%NjzJo~+M3j@f+cb#O- zp%SXci(lLtJQORmMNGogeaDQvPcb~tw@XA?-Y*Qt40EweTdq6qioV$_J$ax+z`@K~ z5iP_C%g?Pe8WOQUqXI7N1||Su-nzLA61ab(XomY-+Sbgh_Mm?uN=}ks7?#oW9nLKq zv(_l8655gTBD&o)f0W}FUyJ4U(CBsNDe_Nl#eZ!n*{s;uSdbxYt7Tze02C(zF%}>b z#O~QMgZWCUQR^|NxedBg%^N3ReMAkOQBdb;YG$UP`<8@+gyjbCwlOO_G;JAukylDn zB?G(e?dzK*C*jn zF^6m&m$&Llbfu4KSzPv~E~Q}Cfiac2*1R`PL|WYEhJzFWrZL)C>L>v+2SOSdP*HMss2n>Bp5Pu`Y8Ahhkkgyuip#1<9JAkx1 z0gk2>)Z(zS&Z#5KA%e2~#Hal**+s3bosJ`t?%`3<*vz`WdP$V+7gcz7g87{bQgfLR zGiS=H0mkc+&Mz;KK79JsKjYqodrqw6O$`s7S-(YoR75UJ)cPD5yMEVUfyDsrYutg789UhY{bQoBa(~WH?*LA3H$zd;)4}S0C%_M@MDsC&HtHaRGuu3#~!$|+rKrgFUI4K z%t7{KWE7KJxQFzTgGaT`baT~p&w0L3*TcmMYmnEjN~t2SqqxdrV$=3gri#lgv}RU# z(jzEP>?Kt%<$d3eKe2tORc~LQb>Kas+9%uZ)OsFesu*ue*A=e zv6GkY1*&i$0t9s3j(>h-Mj#_0;p5|42 zyZ%aO8uW0sDru?))v>VRl{B~cvi(1OPDJ)^7W}Yxn$9{Rypek}xnoP-(;AM*!s=t7 z>L}YCJ(Is^5L;_iJ(Ih~y(`=3G=Rru!3Hpx>|ztAfVydr%=7Y20U^t2JGj$Yzku7G z-gyHtF);zFj>*3FQV4^mx6w>Gm@_s<-irZ*mzQ6g%1eZ;vwr*l8KLV1OaQ^$QDE!O z5W53yxXwCZv39Rs4S+dkGcaFmqdU0^I`&lH2vJcjf|#ZVBr`9shcv-E2()z(fiH9r z8djbImbSw^F`<2#Bm9UJX5znhU`uQGt2GwN1Fl^9Kf3|1t(}^tCRnNXkBdBj$!9*4 zzI$o|8pxc2_A)d33wR7ldN8Pml9H0G?Vi_u6Q6M>hL;xrc-5`4iT%mcH^kb3a?&|N z8(`zytp8j~2CUHQgJ}&QlU9%h=vL3S3Q8`ou2T3=QBk`G2lp;@z3JfK&4COt_`IlT zZyX3+0rKP=U`MSng?eb7oq+;a*kLCLNJqc7w&t$kMS}?adrt)%$?z{nT=huOjZJ@&c!-sofV$BN+Z=F!jimR)u|A5XwgBVWE(c99x zV$M`>o5{(ZfUV2`GTMkj(ym#gvuZr#DhvDm@16YucP6M6TVh6QIQQ>vFoOb$4Vo-{ zL#Lw}t0fXZ8?;ZKJ^|W^e!w`9nhKu8YYK|8s;X1q@&N9>H3|6G@%`g7^TE`-q9XA4 zmDfOz2lz64Z|j=UudkuU$lm&AbxKXJ-+c z)YQbpdcJYGaTRgAepTNFS_T4CSyDSGh%A7S+PhVALi%_1gX?#pLF8k7St%gu(d7Gg z_q}`WIW=&f86Q8NyPNYg7=at0eJw9xxbEi~njN#!sD1GN)gTH-zrz2H?LUg;-o3^# zkhubN_yc?!z+nc9r;xXR?XRh+iIg_K-;WMqDSZUQ z`Oh2&T#g3Y?bu?KB^y_l+a*HYthVtnF-95dEC!8Jn^rND|CuI#js};%^;Qm+{P&*z znLX(DK1^EL+WLU`IB>r4;lqb0(aY}5K8FlI7%MF)nfNf3!&ur7!nEW1R~h~@oIshV zld<$@a>bSa4Fhx}*nR)rff;E2ps1u&4cULKuD*J*TH6Eekiz%c!O0ms@*sb%WElDQ zzn6>N%a^VGXn5Z>`I1VLf|n^2N^xEWoLKRWXwnZcY5TWJ>=gp|35wo_x7azTb^( z3-@XX|6AeQJE#8d#`E5S!M|eyl;Qt=sP4^%{kOvV;Pvm+{XZ(D|0kUP%L?@Wg!6wD zPRU*mpYeWctd(2;vB}w(=5MI^-oB4r25k<@&DhADV`=(y42j!qG^~w$=Vbc0-#7f} zgd4w)x@hTApwRaDQ=bed-e*qi3|7m9un8`qS!eUnO2es@tD0SpAos-6@m7Q8@$m3NcdUY2gKZVi;9Py3k~^PIu02iR_)TO zlw&jWD^1{=%#nt%b}Z}T@kqXUX4tM<{f6FpIt`iEfPA?Zr8?(mbZbDUOPRtrZ7*=Z0ihmY(Fnt#vk8 zb$k18pmi`&WZw{_;LnY^lHNUcmW&gaTEr29m#&BD8yeVO$3l%8VAq11-DYhk=^ z51u%cg1|>u2t|9Vr=?sEHa6z%tr4&AbHUA*SQBa}LIRw;0FQACzu8~-)*6Br>ydam zOAp^)H^(~j5xcwiaVSSx7-Xh&WPaaoH}j>U-UF2FI`8xMFa8lf@UTGkf9`LGq9%Z5 zWcWiSSt|>Ahge!}0nYHH1q;yLur-aEh6b$38MtI*WW>alSiHi*vzu0jOrQ@e20A(y zij@yfv)iR3G!&u3gF*se-gtP+Csh}5xw(u^`D@k#cBy|(CLyuHcKsQQBP?;ia>Z^1 z3p-@r*49_9cTZGjk9r8`3+exUyMm34jfaN^l5l>0{#M11=vD0)pgHcRNP|&Rr~r(a zo?aucI&5aDcj3+O&Avk>Q&UqA)8_cEs|Z4T9~c;zgL!*tXiNYC`+rU~QY!!YwIwwl z@f|ejbp{vP3#??!yq|{qw0zjGi|L^u8>;^kBm`oq@v8kMB2{Q8N4mcLCOF3U1@Gg&cE+Lq&Y#V{GWYXlpOz@EB)tG9`1kk@>240 z{pVA(l;2sJ8vpqqIU8_E96SQxFoC~^{j-A?oCkjX`OeplcE)O^&bpA-lG2bjrtZ%F zoF)FxFNuGC$>~#q%X?*NVqqk1=dKG*Wv3JXAHl=Tu1^V(0GADJ+6jEk-)n%#ING_` zgYW+uGhnbXVnRwZg(Q!PPu~@3?ZiXj)V?p?pzv~Jj zr&f5H=RrD{;$h+`6LowzV9#ydWr)1vRYQ}wAdZ?B*R7TQ*ev30lvK^}kQeW+t0x77 zrNMj4mA0WsFzn4^8%!lLqU|=($J(4V0dAvA+ELsTA$3Y^E+$$++lyik3hvEiZ9Y zr<8T3#dW;C&z`FiBmu`j7$XN?cKXVgzsXdEx_DhE>}QB#CbiPhdrq(LS5I}yOeI}4B`xt{9!Qq= z@KJLyd90sTyDPZ`d`~)3AvsX8ypZPiebQ!nvrAbna$Sb@K<`KUv+vvd93xKY zZZ_!-DEH&F_mW?~oKP8I{DQ?6GT!3x0`Vb%1Gm{dl&bKVvnu%+8SFW`;j6FBCr#Pv zzHnKJk3VDDWl^|ZEku&{5I3cDJ`aG<6S;hIl^wGvkU5fY|0&-ZVReA2be~@IWyX`@ zE`B6ly3xu{pM@s*qHLRVE*M9#j^+dfAE`lQltnU8x>jbow9Hi;<^q+-W6i0T%^uEM z1=G8+8R{kyNaBd7FbS6Y#D;j zzGY>6eLr=>IiD`Y+#g4YG3@(fNpvNom5y157Z)X8lWjT4N?cmfn-WXncSV7P^5vu& zR9_A=LXN3mG@VY+x1hX*XZ}}v?yd~W=2dq7`0FQj?D*07lnMq5!!{fp8uIw(D;1M< zR_hOlof8IVl}QL48#%XMdcAwS^(ur4l_TKsmmr+-M=+}h`o~8a3A@^we%~Nzt=9E> zWffX^^`w>5g0H6^>;_*Av;U~K9dTrnI{SXPRrS@U_}M+96#hF!mu)_l-(pPI#xfMg zlxMm9Ha@Xh63$=g%YB)gW6_&N)Nmt3eI|#uTVG5yu9@T5}MHrjUm!&*UyGo)chDf%%kj7 zVRv8L<#TX(X2jXvY-AmmQwX0}cngQ|%hxjR&Zxq@-lbG|OUxO(Rz;=l^NW^!;i49S zRnRx%5>M{i(zv6V{e712ghhVi$$ip?{RKk24YD5_H0XVDs^ycZ-Cf1p<-Vx!XRxqjpG#J_bcnjKl-iMPd~W_nx3 zhD30SgwMDpu}{V4|3TPW21NDkZNnxoN(l;rv~+jM&;lYM-60LqokNVEAT1$X0@5Lk zbVx~qfOJX@J-{%$i~l+2zTflVd7ck^n9c09SL|8q`qg#$XD?3STri=2$2E8Mv}Km% zQs(TEeCjn>g4?GINc@6)rn~=Ce@sa8x+`JIo9^}d(1JHjG=BzfA1}^`>AQwC9%=O$ z`#IueMy?+%ZI;$qX#H53_JyVZ8k^=9kAEC3?RpBQMp=%{cOBIV@uvYQy=5nlPSyAP zb3xmxDvm`w8KH;}V^~P)9WM;kJ->IylGiz@s)(1Z8FyeQKU>KeIn#n4D?c_ok@O(% z>6X6UOOu!qS177`cRP*jSJK)S`wI6!h8kHFPL)4an5E^9h+F2JpDEE<(wh5$bq5W5 z>zhNAN`UiUfaAYU-kWdz(<41_3qSavYC!e>KbdbX{inzO@1FfqR5GRMCiRZsQaPja7 z{qtb0e|?h|%$xSV@8ag;1SregP7~bn&vzvMjpsn)R5v%?v7urvTJzH@L^b2KqE|6dHqA!+UEqGIkW zKA@TQCZ3;TBbAihszYM{3zu@>)y zVFl8P-(e5H&HNSM@N$~=VYJL0+S}tJ=MnhrxIrD+19i`%@!hBIK*5zyNMo$&eMN18 z+c9hqd`+DWqS%x*_p@tt4UP$e2|ovdjUO!oY;p^GTZLsUP`8WmnS44(5F?Ys=QA0$ zFk#C_)HZrC^4o1^i+W4pG-+C+*I}^-vDwKInBDccm8uB zUEXd1O*y>h2+O{8tr9(4MjI>kTgzjuO7MZ6>h~v`Jjb|7jB-J_>CvAvuJ8Hgd_Sja zbJ$M#LS^4JCySJG_ADX_qs98}*vtM#^ZW(--4d*OC&l92adAPKA=eVfFi)ABx;36Z zk7G+!ygHt_hFs!Nnhh#^sF3EOVRm+2Hq#iV#R^im4FHk;F_x{LJWd6jsm`B_ zPX?SiKv5(n9_i;AkwI*u+Wyw)LM$-ZCv)ZF5D3Rtw?B#WF|mDY^NxCUt$W7MAW~Q;{VLA&qH~H} zLNuH(X)y&$QB?njcXeW7qW6=S7q7y?8rJt8WI!ywZnPzu(3T`jS`vKSp0fA!;`7ea z;&2vigV;ScIm#OZWW=+L9vJ~_w5h<9o;f|K`TY3_2rLoGQ9rPeH9(!t!dOA!jRV?H zwUe)!PmGKe8|NX;G2YLr4Wl~8^zpw+`A2{YzDToFzxl=5_%}6LG5zdG9UoAz{mfio z5dp}ljbKNL@f|T4iLl)Zw-15BuGeTkkYFKJPRXosTFw|7BzTCUeu(|il_eUGo3`_Jr`-`(P? z)1Qvurp&NNQBzy+-Yx;bMzPBsAo3LN&1Z9Og6qY-vKDj$F(gxClkx$mi@>O!K3y=X zK0C5Kl1l;dGSFic+gr-=@_{`CPAe~I#kaZ@lUogPzwVye{6YSVdES}}0!iz|BzWI# zCTi?v0|LYy9QGH`r?m*jM=`h1fR!IGy^n(TF_YckhoA4o$-b734inb*TPKr&+M0&) z&S6rp%qNAohyERjjWB{ZU5E;?R0Vov78czB*p6i>{dj3%^^3OgEHNZ~s&Z1EQ* z3mUw*D6%V|u)1#p>0Sw?d>~;7q~-P!7T$*kjAGowINqO%TKx1(pcDkhCMG6+HiXd> zyafqc(90bj6$;Le*E1&^!-2$xp3Mz~7wd!EMn(%DIDE1*a`$)(`H^trSGq0yvt!Pm z>K;^E=3KK&qirI4*-P0DYQ$|(60W!R^zR@7JJgg#r?aFmM=Nw2-PuYb*BU&B(nW81 z?rgsCbZ?$H)fl5!%<6shYj3u(%rrkT`e1!9#gSTWvQj2or^+&B9>?)k>hZB_pab3) zT{+@5K4#P*-2r9V|l>2wTfD}MthWF$oivVXm72Y_J}oSeKO1Z zbQ3}cZ@Aa_5BZNDZ=-Lot*!mcUM^p`+|O6eP?S5#9rc&%;pJC?X? zurqovDJ6ftRZp8++AgdESqnFzJHGh4IRXkUt*k$RT>~PF6D7sA)lN(%cjT@L@bsm6XXVe*wyZMWyNg0OlReCahr{N^j&e#z8cv7#diMzA5o`VtFi)^yQ026DAJa1Picnh^z zk;9-&BvFmNiX{J@TDnj-pZ$J6l+qvTGP421de!ELDk`*Aba*TeX-g9bOfdx4+x5|Z zXwQhD8hhD>bR!u7p~ebB36f)0U4`*a&ib<6CWBNFc&KyM*LzR)!mlo6U%r%i*=l5_ zuC9JuG?F75(cpbD6MkicGH6+#&dIU~moJiCj(L{uzGC^*l}@Kw@vQnTS`^bBJLE>8Src`lk3TkE;KJ_u$X zMD+1kg;OJz78LE zGKOSqqNQo;_aX`S9}Pw9bT$u*TFlvc%4G8V zh0+IADWhk+%wAq$xu1UA4UK}L>)tzrH+t+X`bhho)bIZ~IkaJ2+VaHt78!r3sGxAS z!xN-KfD*u4hYL`oIAJhj8j~o_#KHPFoA{Go-90^Ov58a`M4FNYPF!8>%9$J-RmXYL z`^3IBbrEl@UwMG&CpNz$Vv$t#?IhmZ!V zNql%z)bk@&IIgy2y|BgCJmMb(apj%bL@ehE3&?C?Tbrglb}})4vIsxk(~ISBj`8rE z)9ZMaA3!{7xcTb0(@Ng!FL#oUkfyskr@n%E25O*Ol9RFdcU_%4Bre@=oy2No_fLJe zRqv-SJbuYuc%;0J;PhAd4Kl_$kn%nriC(fb|fvn;8d$MK#`wf#ZYU zR!b!!dLqab#44hl^0MJX5|+Y9_s&=7GofayNuLBhO;Lz2#`^a1SA};oT^Sr97Y#WX z3)?W?m4PojHZP8~1srCMcX);{Ffd-q${1aoTawH&iA&l3N)^g^`?6%A{B{K4B+cw$ z+X57n)NBv8?GHIzlYG*~sr+K~$8&shWVXgHg26jx4I?5VGLoK|6lYLn{IQH4((hzK z%fzF1BSWfvXXjnPl?d`Yf=uWT)ZRo_z*^8iT;YA>qt^DZV;k&L63AsJE+vJi_rUw3 zjr(ivYO1Q@4j`-M9Su3RCnqO>CE6w9*6tF|HF;G%B-u8z@t)B|pK(DsI2bb2 zzL0Sl8lcNW=oYH8#JOU!Z=K`&T^Sb=K|2@{5n+ zE$bp;l=6LLUDy%S&{NuJ7H1 z${b9A!rJ7tImV8TU|N9ptf3PWh@tRY#Oipy>#v1B<)wgYLzBGxv=v?2JTg>t? zdjT2|IPl6p&hh!=t!Jphn|iqDgP7|QQ0%o>WP`^Se8cgl$7{x1AXspuLyvM5VQn3h zb54L}p$zSUL&cX*=vL@tg0m(Jz7XHEHHCbsvUgiVwAj!nBA>%SV&=y5>6+r!&U{nI z#%(FXPZ?EvW9hVRm~naC(UzNscB$w7^7*GzuUSU*H{65=g}SC-H;?3lZhV3~EIJw& z^4FUL?bN;~lSx)Q{rg#)x4VDn;)eBnycA4c2bqCTSF5{bit)-0Up<)lxWPJtL6FQ zbQ`-ceA^pz>4k5w>e0cq!_|}*;#v)1ZQ7S2XA9>OT)Z|_7E!`CSkJ0%X=Gq2jexu^nLmD00Sl_i>q|?QboTuGeXTVOiAeL z2T>e|l2Cj>?yxZ&O_n|CT!(gWJ~V?X~t>e3Oj6zY+Fo40&TRs zPp}ZwVny_^Bv;9bwRD8y>LEOsu0b}K z>)z=3=7=fLnr#H0DJl5^lYSl;{o9c*#q%gXSiLjh}pHhW)v--%C3o;1h%s~9urZq4UA@~vot5=16YjR^ z5aBRXb^qQyD!Sq_-$f1{mWRozk%i1s^mkzoeNltO-zk*O3b+`l=VH0n0`6$HAAiCY zprDMI(}G3Q4Gb(Bi8Ela_!h&3zB|13K^;TqMWJ~lKYp4$c@rg)- z;>*#8CI`DJKP3Vd%*Bt`!u1|Bniq73-H7S9>)Ntq-S_v%7%#v2S zdS1!K^N(T_f^q|dxYL1`M_W(S2gz4**je?ATOoJ}oJ>r;bTC^KqZwq1Pa29Z*^wzc zud4+{>7F9WIowh?N_`NNf&_W0neYjXNbi1G=>$jRC<^73t)vbk-gU0Ltk2Oj%%ruk zy_j0P^0{zlw|BpE_5`?oKET(O)Ke<`*5gcw)`v2qD}k{amzc8VA{>(g`=MZ?BwP%) ztw+*kIzbf982tHjm4GU1^o>_l@oOr|%9w&4_yew-m*&}#5KN=5G?%Ci%+DB~IWbwY zTAgc`9WMIr;tq4Q*-6gDDOv_x((uLHhpM)_HO+H%Dc$8FNyn1-VQTlGTM^x`irqYD zfv56$_!BHX*nwdpU>4p6mg6Vp9+jQ4?oj%>9ypA+7}~>}5N#KJTlfV%5L5;gG~^=u zhS^Yv2^N3{%u>9h&~tWGcO@lB$)H*fwMJ3pngQQ$E0G`BrgBwYpR2_O#fZVp`^WjS z9@P}oZLUO#;bLRoWH|Fd8J8N|Z0iq&K$>}ehVRxsC8uq|38sg%`G-7vl=VIS2h|XB zI^M&wf`Z?%4dy`9DLjEKo`W87P(im-x}PN1S1XVUj0HSDb1R=ios>p63Q2W>_Mr z=#J9#?g>$&I#L$9dMuu&oN@YVXPOtatp-HTJ4I1UtS3Z!SnpPR2#@NQ z8(O8;Z$k1|{f-0FgkMW^MO6$8N@&MKA98W!Y&uB>Df1FhFt#z_dU^#6CiLq|dORf| zc`rhLC)}Ye|Zol9!-(q%FSn(g;19e8;HSSXne`;wDkl-|Ekm<=>OK5^?>V>|^CpAVIR1uMxuVacy^-~;!u)w3+YwPA;i;@Ecp_d%EY#&8DHS>iH$m3`K>r)x1N72 zont;K>{IK4G!ZSvLXa4x(npmd)4mrmg)jYuqY3DhD!UVXdMu)a!|l76Gpz($l=go2 zY5HCj_|m0PB0YL`U2}fYsn%x%yb`d>SJu_k!jLgX%{T3n2JRof% zPyuh?rw(ng8epRAHl^dmr}B0@vd{s3*r8PDeZQke9ia}_dl{*EZPPC!-+K3C7sD>k zcKe6=x5x5_fSlaf`o5?q0`tj2D`QZ4&De?_Vv2n8Tq+>4_i&X~I40R);l|}k88ClP zkQ8%%88BnWgDUtbHx16`ORAm041T+r-$>*YCT?pC32c+xLGi11&)$J0$;kPRJFmx1 z>qLbF)KWnKk4!MS#&YPn-OSExBk^g!{h!5UOUosaxGmzr1AyAu=;dslwYRFH5Q zDan3=u(f>?0xZ@WB2Yq*jh>1%>oMWtzO(9^$81+~eYA0d!9`X~JdfZlr zcGQw-UY)++HeEJes{+O;93-RDSU3hd<`d$P3wNH=78M*v78PP6RbB$;gr_+pJQ^QK zNpRT5QU*lcjCg&a+Mj3PqT`W}M6ublteW2h7TjNk%fyrSE7>d+8#JHly1hYI}DxW!CPvYr=Rt2=tJ(!fc@+yW;=S6XHgo$$0Lg-?;HddYRDBWHsFjPUd z;dplK)dPamUdf-cD5j8EStfd_wZqnbmWJ>iG#A5dQpybvwGy2FP7?NA^YR4kt9jYr z7|-0nC{+CUqgie(Yp7g`_hp=-j#ck4pXwb^)3?GTTMxvzxoM^nI=X5X9U@v@?XhBRl0K(XImS`VLkN<>i-5n;U2zQIcTDQujXJaZzG zg>toP8S^)0J z>-ils*j^BU z#Dls& zJD24yVXG`JSMa{+sjvnLYGBW*b#YUKWg^xTKN8*N3=r@f#^)`{#^=@br+^X5gvL99 z5JukwmJ=?_ykp5o-PQT$VjHDDGVngk196SG6jRxT%&j@7CRF;0Lqsmlua3taC5Scn zKVqt+QO|B@ACGs~N>CrpUSWuwQifvH7g()yRTB@8o z2lJaKDdC2fF-1H>TA5c5c6SM^>=VFrR8>bSX}!8W3BewsbS>FjUxT3E#*L*UXhUdk z{lQn;*G4pp36_YQ)|qZ=lZeOt6|VFynuMvuU!wl!-kfvFFubL$;ORk@@UMY^cbV4> zFqA}dz?p?i`aP#r4RV@G-+a-=vyV;rW@!RSOqD1PuZ2VqRh&Z z!-p_u|73^Fr!4vB! zHpKmMxK+2Aoz&`c6NL|jE5cx(361>N($XU3vtI{29O}hT_>B|gIVB6FeZXcTGvUM+ zudSTkFAw>%r9Hk+LZ9!-`IPuGXWZ*qr@i2M4vdU@+;%a65g zH>MxCyg#;c?u< zb3M$CL;vLKn2bnPUk7S+%S{;u7vE74!~T=L`&6=#th(PBTNjMqNo1NTI-ilM)Hdf&V>9}J)#4I;YaAhMEFMt5i+P4zWtk)>WEGu z0T6}`B#VOj|LISECl5krue+`Ym+MWtsAH)g+P@8MEPe&?P3{?(|HaxX*x`DN9FOFZpGU*5VBxH$ovthIaFrM zd9ne7p<`v7AF*Z)wu>#r_a|PSY-4WmEUqQ8fqlR^$eeB!0XttyTr+rc zKJ390Y<2P!Xu6bCNP8MkC%6O!Vj)i=w(zFJOzhaUSh_xu-d~l#fPFbjREAziryneF z#$FLRAFv@68iIJca}pN@uLvcF?lCQ`G7%wL`R{1-Xrdt_;YvJD6$-8)4=1W2bE^){ zwEG+DGeT%c3`Urd!z_jdp3{3?<3;g@sCQoF4Y5MO{(zs~w01gNAc=q8?&{L}B+{dJWHsGM332bG7jLij*uTH}hz_7uYO+ zpjcZ_P`lXG-x5GYjYh7R%&2_{<6uHVZno+#SO&b>lD5}y7OlM3Nt`2`_=Uk^!t{T_ z-q5}hbm?}@UoHsk7h@$WTw%LtDm_>D3=Cr9H0^7+*`H0osDk<60Vq1wQgK`a+XM$I zO5$L|q%+k0F=@7wdL=Ss%E4n_DFxL09fp0xEeJ$IaHM#Taq@GE1-+K<6$tR!%XWS8 z-$?V2W~lo9%%S9pustU^F%b{%`D2eZy!Xt_CTZ@u4FQ2|wTnZFWy>qXX-G8W=;){| zb|6WJ@MjJ&^ytj_0JMpL0))|k*cp`AMw0M#+t+TG4w>qsO*YBn#v2ZA+)~Jt3x>`w zL+K(9j{zrbT1HE4Lh|pg2UTlMk}G{S-wnNo(zz-s%HNZE$@GO~mKr$BH862cR7kH! zK3mM-bRS51P3SQ;OzCwt=MjoS88S&`KgXN|qi6*Sy2*BYkgt@%??(Ex{Ts*xST%U? zmG)n=JJ>BFr()Ui$(WXgo;8Q{ zjA#Qw;}8zxxBA!cSWT^0y44+8%x_4tzdeKDN-_Tg5E%`zM(4^{hD6Q6=Z?tDlIHg?$&ps2j1d0W;X&Rb<)6Ja?P9#V zylz#xjl5VN#>7`HgngR+Ab$EBdMG6#953K3+dSk?;~=>x5X4l>{8#iLvR+R@qp@64ePvO~fR z4)0=6sAokHHgqNqXKUudK^j3ZaQOnd$VO_gbrS5&RBzA!@OiR!=2#GY4FtgTBJV(@ z8K?>DOlp@6>r>(I!_CdjG!YL?b@haWIKqS?&R3E|E&78nOawE{%TGUL5{BQy+Ch-u z{DPkYs_~ZEobOKI%1zNST6~MWA+1q77Eu-*+@SWYd*MolbUF>BW46X0``QGl*7#eN7u;bpCi^qDcK+Hiy$13#o zNvM*%+mri@OQ3REdN1?27!@h7LjJtQuh{MfcmqC!hbt(~`EDKm<=Ip|kK)gl>-?*h@6;-5IlNCo_X^iiDKzxG zA2>tHL&fFLW4gb_?)8yfKlZP61Qd*N5E%+PdEM_;BdvkK7`RV|Tdu=FBnWNL;t!}1 zp7MGkS_AKzE0evG3A1z~9xzf-Rh2~MD8#qsNoTzeZol=2xvj^Uky?zJT1pIwkaFGn zen@HeO77krS2{|$(@_Nu9V7!SIh|Ylt&gE_Dnqif;q~Ogu7d8U zB$|VZpV$2*Mj)(BA>uwBBu0FV-Pyl%oHv-Vy_+%2gmvKL^!KmNY8y3g27R(Ra$v2PH!OE8UVpVJw6u21`yR;ddbFGNILn6i_ zQgFU`_+A4*^h~^M(m`9tyU0e1fHM+TSUM>nRRF2e9iOG8n!Oui+@Y6{nDS zF0d6{9>$Ezl;9wg>nxRp<31jV^Jt{!k${kl(Dck~a!{U8W&d+GtvB)#e#7ITA~f8i zN+QzP2CZmEhIJ!EM6MJb)xqj&ng@gO`W z0m$lBv9FI1F$C-i&b=QrI6!;9hF)h7IK5Ux6^Lv{iLwfsfBDXXllv_1CHNMazwC6 z0`7>2FGVbeI$YP{r7+2}wT$=)s%!YF);V1I>WVP0=oRBDY_IR%pR{rS3f_~g3EeeO z;*PXHf^`}?UdsWcjPP#C@1M65PnDB$efNJ;y|K}GukBS9^lNCjsLaZD0f0N) z3EZ;mI!57e?eAmKTM@@!~#B zeUXxO6UmAT3F|IPVqMW!@$!+p?8_Hwu7*ikac7nJ643F+;Jq6$KA8kKHs49xHyaKB zTP~aI>5cqbz5}HMCvTuxCM!yY0pyAydwP1VLAEYPuH1vUqlX;4uk(_3TNa0bHP{gO z5vp@dd&cPO*vES9@7SA3mC~3Ycz6P9(ila%{BtCPmt9>O60sz4 zwDxb`E@%~Na|tKYr5qK5Sbu>CU>)V!b^(;!~elFfFf8#fpq*wDTA>%;J zZ6NbB{@`ao23r)N<}<{|Ks95D;g6Zx`u%;_^<@vG!`a0%2dqBK1Z=H$nXqvC+5z4<`Kf@1~{F!&tN-x7$1m}UtpE#%B`#M97lFN2ga z`1rZY2BkNm4HSNp(!D?UNVmFN^kL`+0+lvftBtmiHj}>Rz?Aq9?fvoTTCh*gb=i-i zh|*=oj(mDKXTsPTF$I}S^`hSilR>h~GkA>A;)M1Dy!bu^haExp6~qD_-x)E@60N2? z2~|OizqER!A|c+ny6(TDSP&rE^?=;iPfB5*L#-mE0y2RIHyM(X8O-Who zT_dlTkuLjb!M?}C*`XjId`C#_LzJR!PmI;;Fy*eOYn^MMfmF4yNR3k4^a{G7WEsegmwk$n|dOp%{@pa*Y+LowBlRxLz`q9q6 zMxaYgAsBjCF^=M!AQOJUXVd586oT{o*Xs_ZQA=ZEyzs*X5O$o6y1T4Z}7VYzi%yKiWgRtFGF`z*-7!PB`T#DjbctE*R3)f4TY&Y zwb&l9bg5{EaOPLx z;q&;bmxNOgOMRzHc(kQ#FntrP(pn!DWy)>p64SqDif=qh=ogd=8mMvnRW^$g=#4{=b>VqkB7xLADBe?uUv88<91%9l!0Wi}=?ZHZ zR!$=EuM4(s5T$xKM0*9M<2PqZ)^5}&J82vT9p1{uBudC3&(%O z&U>rsbMZRA0IOdtu#ExMMRN4)<;KaB(e<9lK7H)3qx)#Tov_18wELNZL)}tHdb+(R z3i?uz~)_?BHQ;qLjJYfF;Z%a5)=rCykC0 z04?pPNe8A*v#ibyed9g*c_N~OW*BlU#PuP8@F`7y7E*mJEn%n*A_$M#Ur=NPT zt$lG|qRl*2y8T8`Mg|6o-G=d~tHqUX`dTwk6ILR%8HVEsD{B^^N$^h}K5mmo%!rYq6NWMj#Ya@ZZ=U>?P&9k(0jdyr>hTHr85|)t`}SBo7O7 zDcBur_OvZBhQ<7!?jH*6J@>J2)BGDXMZRH?5ltdp>9khtw$EK#%1`i7?!YbsBja_v z3>EyP{y5zFeEUEzl`iALA*%zE`cKn&m;NYb>D!{4E>c^ye?NtcEfXptg{CmVlk-^+ zQdy^9R}Cr0-`cNna5a~ootT(>|NIdX6ju8n!~N~hZR+oz%)CvD!0W9Cck6k8_C^WS z3C`y(?PF5fN^(~ThabOLGNnGY%TRIq_@w6@vljnf)8*wlHrY$~t{t_EboE>JjrR== z^)XlroG}B76N_rp*ci5`-wXp-8Bdjng^PH)%SsF9cX(gZ-c03$`>zl37JqZv8In1* zF5xC`e`KVzMk`)~&PZLmT*BQ{$ntHItPmgZvq|wKDNi9h?LAdiJImUGMp4So=?H?b~`omOo43qe1qM4m!)wzcVNhMSrJVY87DWj2H6 z3ki*tNv;t%lWp9?55pWg^%i`HA>a~OLV0yg(`Pr&kdAVWJh@MRuGCfv;0$bAchI43 zi>zg2@3Jg0)u_p%+M5ha6sy)rV}iADEb6&Q^1qYaxQh8DEOaA)h=CbecWcKg4L>T$ zalvD8MWWQQD;_;+fNMTKX$5Zz7`}&BOBS8Qst#vJof$ za?RoXs|tDILB@CZkeDw+K4<7s6aS76qpGw856#@qT%$;M){|{ZoBtkV5Qm(%FX1*F zUABtbFrENSM-lg(Br%x3mzU7;dNKCbka^$`oSf7w`0|+eiPyQ*wxI1LoPL|(-O;+C z;B`k^@Y%eJayEw(2&3M`^cQpA(S9+eM-*=(*~Co!-q34p!t(_>Jkh9mC6XiMwO{45 zn9tenkBxbsUssp<++XyObNgga=gwE2WTB8OpSy|QQQu_yC`ZoWYcAJ=f)QMBf&p*zRA7%4W#QCh%5>U~7NgJ+eX6FUn2b4CjbnFDgOPqB= zk_wA9a-)Cr{gH(?hxhqHscyO-^x z+jFlaC&!fLiR9i0z&pq;RqZ{3kImbq&w3}9qxEcps-vr8M0Gw)ZQGz@%YMC&4(U~{ zcidBm?HJ;>hc9bK4Min+{*2CFoN!kLTUzuhpRwK7NFNkCD(TVD3_~#l<6KWI_(l~B zME0<>+Ivx}8p@?mWN0wIg&^6|F5&2Ls1`jTRu^06A~RM>qSyx&_EX45dTcNI_7;`< zY5og-K=CPn<}yLg;r#S2o~xU?JVgLLuo~H2;Ue@(sboh~*~Shk&4y&JUw3kX+RAFH z0~!qYbMdYFrZ2~9WSM;lp1`1yi7?$uaO`0*Me-p%e@EITVeKsb(B*&UxqQIzGmYuV z^#f(6ozRw*_yYzU!V#zm8&hOS4I9x{K(TpQ10h5tVYQPBPDPM;Eq6MlgcxT;AC?ss zR?<(Dqa_PpI6A%XZ%X0ohDbQ22K!0Mrwu#TX^PuC0;F0i-4U0bt)e4AYJK0`UN@o* zVOMU^tsDF=1OV%4!K1tJo-sS$MFa(J3cmm)@F}pe@_oEtMv$KT64}>QdHR*eRf_oV8C1&;Jhh|T3WI~c77z}M+f6U>wxEN@pPwZXdaYfeo%9& z6YMToiK0TZzsJLVjzO)~e9Bi~)K+wLGPpudq8Jdu<2!k(Vg))Itr??z?}6;ImXf(^ zQo>&1>h8#0dYa4$Jx9Oy@4m)?RLqh5z?DxPYa+WI#qe!zFFIi zC9khj1~Gh*8&-}Zm2`Su1JtbnqilP4Zt?t6-De@rv^FP%d2fhR2`JEclTZ^vr=q|O z(w)VE_6*Z0$Q-iORdH;qdT{V@D22wjMZL%Qajy|lB5#`}txtxyh2i3YYJz$$t54R* z?y_h$hVLN)j5R=VDaEDbxMZo>`My z+GRM-H(f+$3u>C`XxwHQupw7K{D0)VWmuG7_b>_uASg&TNS8DW4Wd#~($e4vC=4Lo zASykyba%<%kiyV0G{{gxOE)9k@ZSF4=Q+RUd9U-~d^y+oaOMja*M0AGuf5jVEB9Xe z`kPqw9TU>;t3{^~Y)PM67|gA*1X!*l-fq`h6m}-)$b9H6feB z===SF*uJsyyL4H0o~SzOBw21>2icsc7KSWnGE`@ZgDf4trJVO$gx~Wr@kH6lye?C0 zjlz;R6JK*7ZEW;EG9AZ5ItyHL}#q=3o%N3*{-r41n$x1 zK)5#)ArNU@d$RTm`E4O*ABC!N+kd3^?1bFosIdmM-`XA*nW+GvAxQxAv)vGKv zP5M}fi3o`*^q-kgVHYISCew>O=?GiQ4Y>WL0laY4bf+f^nF|M6*=2ffe+zE8Mm04J zjDlO_9!%A{bOYy?Z_kJ8sx%lq2Z7^{>+iFE{46fMXOjK39?Ptp`pG)BH$y9d1XK0b zE1WynOGUW8^*?@O1Bu}=LW{{eD|OY?`7fgxISHXuT1KzmJdQ+el*;ZV$yYwZPueC#oH!fOz=cq=z^l41*ki^+GT-tTZu$z@rRLOZvd@J+M&U9w zz@M0|y|0{O-}U#z&LUd-1CU^Qx9M%_&E-YsX@_}&?8Hm0(U)8jvO=rr=|o?@*15d( zTK4&Jd?r-Xtu*v7So7X({90D`j5gXRYiXp7}Gh;u`e{+{LoGl#9;l9&WAYF}Ya(p_UWQ#}?B)yj=Dt)>F$f{SIC) zKXWuc@W$j)*|KM#?l8$v%nHZf{}&0~Bz8aI3$I%$p%Y|9!~uhR_7g~U>YuDzyM-L^ zJQC48JoEA;W_+MEmdy8r^_TX167bGty9bQ9wE(~t;m(q&80sb0)s5qO1Yqc?cUqZywV3xg ztxh=FOSYz3^UU6D$AcgjIT$LCLMG~Nv;*~uPJ;P1%&~7L+botN5=t~xCJC^xeytXB zJsluwxO#`sn@tZQM#dNCND|>ZT=p0KT=u<e67SeIhxzZ#7g}LLxkh2N;Im# z9&KJN4bC!FaPH#?{B*>RjfIunqr1LFK1ZNFXG<;N%`MX&<5XG6exY2l{rZL5Ez_1H zb70 z;&0plgjV7j4xCrELga1+CWRIWC*GHr1vPnGi`UW=C6tQ`AC-S6wiMqlDezP1(-}j> z-|YS!^JO|W_cLuB1HY+!iIb6>V&wN5i`Kf?HWn_?-H%Q1MM-dbwc4-sMyAw_g%Ksi z-@HD?XReDE%cG_yWkN#Aj5q){+;xo87(LGyiBvsHjmm9HQzF8OGbWbos5vU8lKp=x z&li;47sGs0P)rI|N__2mXy8MdDQ$D!^n<`uOYg7pE9eiJH`7LReSRs)CdS&R_GmyjxHP@v z+;&#-viw)0MMyNR>`Hvrx$Lw%TuJ@Uo31Rc$_xaE9s~5xEQLZvW=t*9N1)2a8-e3) zR4GK`VVUBWy}{*Or_b&B`|j1$*n9KIySW*9zC$&%l z3r=lpG;v%=-dxbht!LBjdlvATS&iMM-UqL=RH_bufR(6YpcU&fFJ{}W20P-S8yI+G z75OnkP^G1UKO&4=S8uVbs4)9U|Mkn2pVYiZGt%U|-pOWhQ#jT^Qdn5eCbNZh4f_h| zzZt1g-n`cAXM|-Pb(?oFom%NrX*=~%s5YN)T8C#>6O&j)Zm1NpNgG+~0fG~g`$yyB zQKw-e1?=A;Hs!h&v9f#CV=X}b5kp; zHKtR63_+A)d5T^*w~^Me^@{i97zHKi)0*1qqb{e4j~x#N(m$#=-b+piT-Yi|of%6= zB>7GX496AqI#&s}QYdlZ)a#Ap@%W?MoT#z|D(kBjL3K^&P>|ENybBtOwRfZ6dpyWm z^+<0xGag0;@O+dr0vdklA3OGdY2f#dwdE`W3c260Fx~X&%F2O`?siv2RRmqH-b84| z`3sdd_cmVvGn5R>ooUlrwoySOb`Q*s3V7F!)=Tn7yB26a#tVP(Q&4za#h9g+{yVYE zRQ1M?3@Qj%udY~uPcTcXz`~hjigU*!9z-NVj64qsFHif*d{5|_2!0dBHu663j(%(@ zT_P_2)ini})$a2@+?UmL?-%Pk>nD_#0k!o#CM)QxXuU)UMQyHv3`sy9US8OJF~@j5 zfC$<4cw1Yj)B2HxEmbr6JmjJsjSYi@hWm46pW?E?<9#BrOwRM+m~eM08(ok|Elp+j5_Xg%oreoRT!#}@JnZyHNCwvEUY%bz7uFcgn5DFP@ z>6fK`zJn5VXV=@L-X};@*{L4E&xgY-WYdGd#wTV*Xv`>%S8^yc-kng{Q1U9Q4ico@b4guQQ%wsP)cwM)N|~kuZCHY0bm2>V+Md_QuO!VW|R# zDNQ;{eKm{T%btBSvwCxIU1Bx(0SW*42|a zx1$wyd+BK`;{8+p>q!1j3AquLhshmmA`+SkJl?sR{oN1pBkp5mtHyYpQH{!kKQb@d zej>k`e#&M_Z)tmQ$jEEP7bh%(ikTuV+sp!4Yvu2+#Qnm}=edvdY`;WVC6Z38>AVpy z6JPk)==Eqph|T?)8h+9^lEiY@tqc1;DAqPzV5qpURrT*zp0yE=O-R>NFB6iOuXaB) zPva{d+G_w;)f5!4k;z$ANtpYPiRxC=7pFB+Qx~SWwa2^mVqtNLE5F*vXnwQZqqF)) z6dL|~FCG@fn!v@SwOpt&YyGnQ-La#hw9D*^hId$4WYqFjdRLk);lo74FnhI{>Hs|h z)rM#7Wb+RQ#i)kkom|kFrWjv0{i4l5(A8X-lFWil4gc+Laa)Iq<&1m zxzTlXOk$+WN6*|ToHJUW*EsuDU*GZ?U*eC)KFJOzQ-}FwU}D3NXq6e(#{JaP?uaCw z75`u?tRL88GN7!HZk>@=W`~nyMjPa`S_Vm8XFpebOqvb5DyXF{yJ_CM1SAH>7C(Z- zpqz36&nU8E9m*XU%4|x%{aDvP&f}vcs3#8fA+N<1P_ep&GAyQCSXlVVS|2$JhKLV| zyzOqs+M8i^J42KD09J96kavYq%IR_CrSwSZ>jNj|O(ATo*CO{sMODfsoYLlhU`cSy zT0HlCoRUADPo1#XHaN8I-?YT??3t0Er+jUZ#ilz#Nb<=NsHwpRTmGbs5-)XF%sS* zFtm}{&Ws}e`y$x_g7JfRCWGaZh9vxgA+@atfy^Tz!7$ek2jSU;pu^VKi*wMzmVvA~ ziz%R{@a5IjQ!_|WZUaXcu+8;jK3y^G!8|sedq0NYckzA&)+}^=XQD4PetxKubQkLr z^J@dM%%5)`85oi_1=-AZl?hVPbsTrgx}en?MCywQe~MdG-PhFPk=wxEG{VAqeXq32 z?4@8;XpL9tG&5MI-DhwG7bliao!H{$3Ct+Tt0%*i3E;#X(erb|J&sJsERD?WC0?FN zaobwS`jS{p z0Y7I&Cnu*k=GgS~tCa_v%v8XU$hTlHaB=JM($Z_K{C+LYUrglm=+4fUs2a{E8?L$JX7-+P|ncm zV4{znPmb;DzzH3?ZDwpN!o{tP&z17-tfNaXb3A>COW{XXDEiXo2yaP`OVL#+`pWhf zr3ECBMaaF*;Z;9qXnFlSBtPqmtMrv`0B&?7Gni;nOTnCkUq!IpXVFE{^Rz|o5|94P z(SD~J?p_2zXPNfbcjBTpW%iYU*JiO7lM^%%#ycE^qTK_yG+f}ULqNC%7U9& z&Enp&K3%w-y>2>2-dwQ^&mhju{r?AmIUYa$Rfn@6Rodz&xYIpoB$oxm1RLD{zyd;t z4F=;=(HgX(o$pZ5Dz&1M?;w%n0=4N_NF=cUs1SJnK9rZ^|5w8-Yv5H{zCB4Jupd+C zM#zC^wVVY+A}|P9czE@Tpi1`s&4%g{TaD;TI#zGc)ODdiALsYkD6PG%Xv7f*v9&T#*kLk z{Wuqmy!2ars;6sfeIdqZ3&@J)JMbO>qvM``8q2l;Bva1uyt+gV${;uMv9D3fB~inu za>8{xQ!leF z3T8;!k&5BZOkLN!!UMiKR;8xeyoyeFww?T|!?mO>b?n)rE!s!6G3+wBN#{!OPDe{# zW8^m0)vQUo0o1)TX?@29&c3it#)Xw?x@*Vlt1?ZXeb_p$O5^C|u4eO@XK~?y?O~TZ ze6N_+#%B^6nMexEW$bIVN0RJOAlIQH4;NQh#+71x^~j9cL6NKRa}>I#LHVi2>7fCC zVNE2bo9U~d7bVV|qV%s!Lug7b**8>=qD$LvOFt+(8n;EbuUA^XdGi*JhSrVDBP-L) z=2BSO31}$D8r~qW;d^r=cYEP8c`(Ce<_n6(1j1MEEg=<~a5J_M+eZ|umUme*57~8G zThZm}QAGULbbg)$<#ORPxq}p!R|!sT9UCFvgO&e))6a`?!ID?T>s3=7EgdXZefQG%h=kprDoyDGxwd|eQ)$h%bwm9{tT(SYtAHKrBWUI>-VBADW&0IlQ`YH{x^mQYcA7 zt<s_rP_$$~4i^8y|E^+Ke8}3CXBMJ6a)0 z)&InwJjQ6pqBzcKprq_V@{#k0DD=KPXxMCD= zpNU&nGW`Kw`ziueF5CJ=uzrx4alPIjS}f=5A7yqcEWD3#a~U!RWu@W|3{TM# zvT5lC;TdH}9dV}N;hW{(IJS)#896Ddc}{o;(YWrKRh6T~Ut#Q-N1p=FhHqu<#RGu~ zzpQO3ETEIg+6xR@0NVEpxEq_>nZ!DWyl)Xa5is2Mk6(-&MtXRkO8U=XAJ3P2dA{85y4#%C^{J@+?M)J#qEp0x_Z%PziKNr zmfKC2$Dt0SON5XU1>#8E9VZHySyBOfq~4qD=FI0h^?NL}jQaWnDZklvF!apJ-++OE zGOc#{Ht*EbkGCEFPAKC5`(Jza5_;V=nU&2!FQ$5{`)4mSw>5ax!eYn0X~NfYr29;` zNb4f6Bo=23&+i>%x(}MPIX8XIAR*gWEj*S!^{rCB2@WWmi^l{Zl~%yLB}U$JZVbf- zdM!kkCp+U+O2Z7m-uxH*q-)IJ?VH4~PMEOm%jLuKre;6LoLKf~=2;trL;&P}?~Z(T zK;KFt&Ew=km>{x_<{!0S}N#vT{9#y@#*mIt; zUc$KEC|H|F?B`)lDF(v#KK0-@CbKQQ%R-d(b8q7}d?c+d%i;J)dgQIya&J0v{Se{j zGedVx3Y{w`<}6Vz)Na4aQpRH^d6xIiaVO@;g~M_8?ZuWg{Szw07ygDx;ZxrkPT&oh|ejtX;)2oI3)T7;+dkWfuJUv`&e2bBsV`%pMY8(X8lxVLlQl2>6%#3} zFwzF9%NN6r^bMo2MOfhFP-$wZ?vSKSbw_iBN2u?NBqO3Z&xwAx;L3Rkf~uH>76Pgc z!{_}{Ax@x=JxP-cSr*GOgso`$Y*_7{g0_3MU(E8+oYc|x*LHKiZP}6TC!`s#Jt8mc zUGApcB_O0|;-ie#>O|XR2!8i>ghNk4$NQZR@Qp2Pn&svBU0#r$CX};J;-Gni;Yn!%U zf$JjsP<@EKw#&8py21DbKcQ)ZuaJ8>Ws zn3N=UKR4J>M*1j1ilineFmkMU8cirV-!l$7B*I}t7#!sm1Cp+T|5r}vs1U7L;o`5- zhQ2Szy$b5sQ6pLEvo>`xwBBK}Yq4uXrv`V>N#C3hNQE|&X0(>ihJSqnxFb)NwSrF* z2`G@--DTU|&mKYs9zh8CB%CoXm7UyG)+heD@U^sv)@bkFiUE$(*>Dd!;C7sPU(wC^GvV&fW7Wj+;B>K;?D8B~nus3+|-osqN1 zg)Kx0r_2}&8p*OF>R$VLl9K*>nPZ|t#bEUp61+iB3xyd<^<7AQ7dpw6Q`4fJ^Kn)B zU^wTu5HRUUvaS|NuwA=jheu_MUo&0<7h47}h3d|>3xw7;*CfE{x5_&1F!vGk?~mUF z&`zY08cqVtnyj5VZB$9iXhS$i#)-tOLxInA&?+A8H6@$0Jj?&b#P8gJbDhgzSZYWk zGi~AxKfRRBZ599R+?8TeR={!C^?u8nI$2XPfm&AQ(E~n7vswmwe%Y>uP3ahVZ~e=4 z#QiM1lBZ>zrX&Er(eHQe1ei7AHu+gy+q$|fW{kFE4f=eHx&FfR2w-`AUwcYAA!;z~H^XG1IKfe7#`IdbTPSYuJ@d4&;> zL%GhkJ9^*}l3Fe7EJB5Pd@clf5RIQPpU0$c=`=ol!>^&5e_d#n?=`(*Y39rLwsMIZcKFyE`*zw zJwg0{-*@{Q8lg2*bsBEHq4KeY*hTpBT>>H{^T?8N7@ILK09u(ws{2$vifFYus$QYu z{dxWSj>jEZx~&>sDP0`ALd{9uFP$uOdlmefZ@)aXUf}rVuADY>Xbi4dDKGq)KBsuK zI>Bl>jvgRn>i%qx-1!C~`D|h@HZRyJTg+md@6HUwktsZ3C_W*YH<&C;;@Oih*8)dC_29KJq*WRYZW!&>!1UYzPuJ^|=!g5= zagc&Fve4NN#*ul2`7}(E6@D$dv+dShUoJMTK+g9@B5!|qb8bC@C20rk<}wen*{LoT z0gQFswvpj0x(9;Qa0Yt}c+Vil>{$bf{V#)|@WZS30Y0|*ZM3F&d)`~`%zFI!q&!9( zecnlMljuLr{vckxUs4R*Ha_KLH50j8ky9~$w(fhyW#YxEwiEetuIell(N_{VdOq1tE!Lh+lJeb6WR-;df4#SJ=?>5LBp&H4xz+5^|o!e zu@YBWwY_p`7$;@vz`xRpy_VaXJPRrQ@US`7HO};OeOCwx^EPzb{zacAC{-}{Kyb27 zwth_)nWu(Ic%=xB92`E3;KYZ}P3>f{yMQnM99(nG$ZaKMv6z-^zox)j{#`UAnx=|I~>P4AN-hkB$Dzm9`?qZhA8VRHk>(AcrK)7w!0%o`v^(2gF z(dsgr!E7f#q08@aLol32mFMm*pAn6rF_p^Cp`O{3e)L*y$12L?>CB!Rex;au$IFs6 z`SSkqcNJ^MD6W>-_B>DRy^HH7+l_;EqP-hIBwuzbX2#tZq8{c@ZmZjz?@9t8Q00aP9t#O7mhk4NTbIX^vU9kznuW zf?jK6)rnz@!ZImEdr?C&Yl>T51N1f^iHeP54bt_1Bg{>Ag_LsR42zKTRug6FAcNRw z_F{g9^d#$(gU2VkHHc5}e*8Y)r&j}ySj}x_a~x}24q(4YnQAgzx3SfLIH)HVh!CF( zH?rYePufMxG&78KqLJ|u#9fpHGOVoEbl%@Og&$vEF3DL(G|eW$&ZF8}CNzO5H9y15 zDL?XWvI%V+0X(i z9et66qZ=Fmwr=iO-Ko`SL-?KJ-eDm!{ax=p>pJabdl=4p*fq}`PE}ImE2VDXeN%y5khADlJd|(Ldqr?1MweVZ; zNaW^xo>b|2%U#(Qm`5#V7o$YC$AM^TzeiM>i}zkK*e;f`QPJW`a7lFQXNpY5|H#yG z?We-nQ}*Et%zw#tiG{;yr6g*0g{Q zyiteK0)9H7YjGAcko+WFvvsQ-9wMdHQzDF;c&@rkTT^l4e8wv>cga{zfZQ_yJc(Hf z`b2T}!5s&g`B)4i-{r2hR46oZcV+4vX=cwij*gfNrS;h~3PKztZ})qcX_jsO+G@y1 z38Xm+SIAW_=*-f35AlwfNORO5UmVtY2aX`oqVnWz>u5W~Y#w&|1M7)5D-mOK?G1WD4 zS3VKBwt6=E>g1?l*>`JiPp2(|^l0=~n)(O+kbbAVfl*Q4TT`1Oer=9&H?wzstAg`i zx}`evBt>VxG@_TaGe<(w+!N1(gB=xz88)LXi=90So!=JiP9*Q{UBuNP7ex3r24ZX z&xkunz&sXYU1;)x1RJpo8}duVd&-9^jb$xwE?Mt19<%w5H)P@ za=0&zln`g1LnHX`G9V{$remN?9FgoAm_Yc?(heHrv9K zzg|%?iK-N+CQf5~`vGDnHY6VyQt?+K{F^fz$RVG^I*)nm{Re2|fFHgCV^f($gcU2m z|9{m+6d0hqkMa0+{@BYhRGLn1q4A@`QTV9)eRuxB_rPN3E3S(BGJRKJ=o_l3z4RTr zfK$QEt#|kSA=m^hqM>r_Yl_Vw&P;pjT6lkrLAV^9_J5Fcg7y-)R&iTvX~x``W~zZt z{7szk^9IQ&?EedwpgAO8FON)Z`wK`=UeEl#$C8Qx2Owep7S|s$=xQSKrTa?eJh!C> z+^F$hK#2cM)TbbKFZudyUorRtG(|8-ibFys+DD^7((rFI_P^^uL0w2fS^tW2|I!|G z;EDVl`K0=#Gn#)uKt$bD%r*mqLOK%%-q6fQYRp_Sa{&d{d;d_hT_5Z+{3lhDcq+$n zaA0FQ?jLSg7QoBQ^u4~HOvAuj6BbfxPD2`d;g3#u1VEYp63*`;?yo#c$2q0o@(|WP zX%2M_?G(%;fJpv}U+uEs$?*x(ITybWhfxW1a4j&40=a=Fru2gUL4{$o!c-SR{WMGz zt^C_;dsw$ccg2UI`r$v!IH68!XmylT=mcbZrQkiPAQo86|B`G{toi=DX3l+A=-fbBW|J?5!c?Vou>*z7x$LM-k-=piEQEiJ0-f>j-C z`8IQVMlE*8jn}%rndZ9q0R=;~^Mbjex=^T$wkExwN+WBR@;j~HUh_9N;H(COR4(Ty zPrdLM>4jocw&;W^`oj(oBr65Tn3=uNXy82fSzjLpZL%02;Bo4{>L7Y9naQ)?UAt$< zCR97!(`LZX9=Mx+Pl3_t7=E^~a6J-uy%B$d7=|=a`6UBjV^y8@R40e!achA}>(J0p z{vhDu&4?$?&+xTA0lfv9C@{m1_6~=zCA+F)WflWV}y4-JJ=;J-H^D z2W|&>JN=NYpc!)-2%ZV+t{p~TLN%t{wkKjiI;3F7aUmdirPjc#{{uKE|92Z34IDBh zgt8_PJ1H|{6~hT#YkF`!`xRH zcd-JG%M&K^xc2;8AIy=zu`3E@QXf~H(y6HM6t>r-0es_0!$I+w`X)z}A&|Pm3zdAh z=?P;?M>h|vxgM0+5eDC#F|5D(b^Ywqcz2e-GJ0b<^Kgd0tDdytm7w$L$bQys`eour zx|!bIu<8`EF!f!8-wNMm_?x!0dgiosr39RPXWu9En!1KDhb4o|;OJj^FaD=aOkzg$ z``W_1!-Tj(YREF^=5K{}<>KWx6BBS3s-AhK`gVBU>yxNk4R&(LL(1@_OgCe@^0d`f zds8>NxhmT^<8Sxye0mh0O-Tg`%;M)hOOBE(t=ZF>f*GyfX0e8giD7?s-ur~{nJ&fZSy=u+~3M zAwi4-Ve|dBXYi;@GR24g`D9*h?BLJz?@9ifJcQN}F5vV5Rt3-kZ4j^v^t)+*6Mut& znn&IS(SHtFOFi(kc8`Y175<-NB0P-g+nZc>gytf1<$y(w1)v6vBtX*6wEx=rdD%;Z z*}j!SYYE?wo}C;UH_Rxw0AB{OWPl>3go=SY#E0F}Uu?!}|M!!J zBDGxS@63+kBb2r;UW5KYSsE;*=FXNh#V(C)pzMKoPxuecUdX6A4c3GyIj+mtvTp#?I@Gr&bdq%26BFr&BGiby2kd`GNc#kZ9sdwtQApZnkLz37a3pZ^{OCC*~I z;a4?7%}II#G`=eUVh6kzi+s3NI+1!3EF*Rb+}U|yjWl-^i_H8FJZyJR-31O+O|MOP zg$IX|DQl!s_X4LP23`10YapbgS*w@~ZXyyJ2 zAmux!S6edlcAS1+|1ND8f9AzZ`;cTFZuUFolsw#DnRTU>Kj2y`e_T{lKm05N(UETR z6jh++L`uJmApL35&RIdI;RUPM!@yO(tT$^Uq*PD1-yIcw@&=pxW*%MM1eto*Vx}tk z#ZXO->p|Ov*3wZqGLZ)YooK_Lw?tWu)R0w#Rm>(4j{Q-Zh<$!}UO`R{tfVAo^cli1 zf_<(9BjPwn*79zC%7<9nZ8Wo~&!QHt%8=+eaL7IvFe^4D1RReXENiF{B#V#C&?8Ip z6+(MMc_))YE?#B{tObdmXTM52S<}07jBLKz>dCLq)3xPP<9K)nZ17S;%j9A?xxALA z;pn}&6+3WlE;#kLj$qd5#KDtL$A|B2vi%MbMlSz;Q3QuIY2mrkNPrUh%4-j2t~^hK z$_}E1Ew}nA|L_h6?17iT;bR+tS_mxj0N@a~Fm3D`TuF`Q4pLv)-O>cbcmpn^))Olz zB*oz{I~e9AMrFR}5|}}AGMEPJ2=u1tS{qXthS*2?0u9&z;CxiJJ4Nu6`|yyTnRF~E zGmk7FK~KOe!J2g1I>=xeVd}fe*kfowi%HoZNj|KdB2j9PZgr3ORdz z-ACS>ErQXtc&Ko2^U22#JKkKF2NordTy)Z^stRRz^cznt)9wCcW!YMr_CF+J18_ zRpt&hE}?#yLnElXuI#H{nPwzu@BRnlB0M1I#8J^LJ)zI zkWg7M(VR9P|^a^dyz(DoncwzlqWwH=7VO?8{zH#oxhVm-8Th8up z2R2=Lu=Opjd$An$eU%^y(T!db4?daQ6n59ou}GVH<>u!0Hkf0OKGwAtvvkNBgri6( zckQvUa?YZH%B=BaCRM7MvVf3@p&XsndxK`1b7r#_UMyT0bFfDW45D+H{Y{Q6%VNzz zkN-@q@aZ^yfv-L*FhyD2!kQ#W1_f+ZhYi)pF$OOp;98Vx8{;p^XJ{Xf+JUX8Etdi61V=W3uZ&!U{(VxjhR>0tPj5j&j3Qo4#*KRl@(-V zQOAoos)|0QnC+ULHpHARI^)st*)En16&2$7YfHMMZQv?RyIkr-$FxClUSHvADq6jM zp4vgCdF?U#?By(o&g#0t(YNUNiw9MTzBD8sCW>96PuQ1n?`OCV@P!x2qzL`!M04Ks zUG+~7L^a++^-KqhFHR1dkIqT%w9$bh@Xt0+!Hr_|eq2TBkhh<&M;Vdfb`Sygu27l8 zMTcJv)FbG$@}$r3mW=eJv!BvgAbMjG7dvT(*Y2^;j&w_Ke7cPtem{j1%rbbk%kIaS zuaWL^QtYO%b})cj0xtR9xrmnxBoe-lcv}f@_rxLw9&vV6+))f$dlme>UQxQj4R>fE zLN-7Q2Wl!&&$gdaGNhggVm7kMn(;2IsJaXf;95m0V&-I{7xeV>`bo=xruU0AOm)>X z3PQFgU6d+bONe+UW}JEVs}OahqSN)xqZv41KDPb4ox8#^;f#rZu5E0445(*h=0L=c ztUb<*p>EMyAT{j6%EpTL8gN5Mg}`@K{aWllIx)gbGb8(+gX)r2-d(+kQqZe;;4Ny6 z_gG^V4>s?>^h$SGq=OqAaP=p4IFdu1hIsf$xRT`KvRvckGmpE1IHb@>@1%8%q7O{2 zRq&>|n?T4tJ5ubTF%%!%hSrNS;675VRCHw4dMdl0XtCqSTExjG*^yT-uk-dT#}Ku= z4}&d(J~eGuJgw#qQp(wCxNwomcn0e9(`TPyuDpXvO~740?8$7mrgXsY(dgCVq@W=# z1C}cMu9>4ico}QU(>9){GG^KwE{(sy5duTg0X$srwHl|NVQxr8s}t%4vhxwhQT(rR z;#=9vq&=J^{AoZZ56Cg$SEaq>&tPOWbGNlli+Ri%Cr%A5f4EV#Mh8!NPp+p&E+1vE zOG?m%9P%U)b~(TI_U-uC_;c-a6~svH(34W63qZcAcmrlK{sJy2xSPFf^~WIkmXwiG ze+@L_(!%65C)wR2$-*4JH?fGH8X5W3mw)XyAyLHe^EIl2J5L+&vhEAGk3WevJhx{G zS1>l_+0QkvhgT8YS7xWo;xO}0@jbUXD4^`!7+$jSR(Sds6WP-z&OM=wVPW=@^)&(u zb-tCjub%e3Ths9e7Hf~I*jVNt5rd;o@nTP9YyHm)y1fBZso3b80mu-Nz7*{a#o zu}dzrxMuB5SU&KMjC3X5TQx8_*6|c?xX~ExM8PUcA_(tyd*vKSb>*<%Y-d(qeQVJ5{I5MzwYt zYTrka134UUtjPZqbW^{y`dN;awaHdl;FFoDvz=^A3CxtIy^b=SIoX-)dOz?<53zQ^ zSe4K$-=}szpVXb^a<|3t1t`RrD$Y^fh|2K3JzjYNm_>w!*6{SbZSmkepZs2*OLBu@XInzc$0#)v_XsBv;A5X&;$xF3rECFm`vv}Npy(vdPp+*C!f1Y6S0D1 z2Qjo3*~%$&MOF*p0z*vzr`LRFP;3H5`!=a&`^d~2YC51P%Qkgm zB>CB%*^EElRa(3(dB+lv`Ci{XrRyUVmmZ%^;upY`N}2jH_Vm2EJ4`8g4e;D%>5KEL z8lBgU85Wn&$OZBO>heUqH)_oC5XMS_NAF z%_)o&N-+R63!4^=&bd1c0iE2kf?0s1odiC&y&V(({#=@etJn|ZXB;qPC%~KC+JV)0 zn7aMX;KpBfn^FD2M-~F^34l}67L_cnn-geU<7f%$dS7%%bDLKimUIIWaxp8P!naghl!6QDR}%1JH}bm! zBDj95vR|^jqxeJr!ks#rnls=Rd1ne_9!=uz&^;zd% zc{6*lwf`QCn!9vom+=5JOc!Qa?jhpSl;cia#eyOvI*z}J7y2F2Ejc^X^upt=9XluJ zuUh6?6Br&iIs79!>`-|fE6jAT%%t6l*89xrd!et4xiQsyFp_V`V%JjM!%@#h?(pVo z!#ZUqTY3OhO^0Pd6pTXUsi}`gX#b(*bcPUMe?xv}AbQDYk5kq*8`rL9=G{;W9q~$bX3H9c` z0^VT85X1wiBHG5#>&5GkJXm)ue3gi@N}!tLO=pYW;2t988#QgcSSI5ef4XGPGw+iA z6xG-SGIWXsr1V*a>tE_h1eQJZPo-MFaxq)B4j{>)TqB(HC;2X+Ne;ShS$T|ls)Bm`Y$V>+0x@qNqIys4e5o(9{G zQ)WpPJEvGe`E$$5Rs%ZOTb>4<`1^%slm)$1kuK?c+;sHzaaLlPn^&!MjzE5$YLC?A4e>JDbZaTeA=he#>kpvcMMauFNN*djEQRUs z4#Ob70A!idCvX!biT;O~anhO1&j& z>Mo5di3B{%K7+POnoVCh!~=~f1A&veQCR#y*dh=Ix-}w)xXJzy#tvscklcM^3a${nP5AbPADaWX)HvKCy6(1# z^kdM$-D%XTnGdDgkuG8z4&dX@4B$yl6H?lWW87AB7U|G!IK564{=Ier+%%DRiAd9? zAzG=TH@?bE4lnHA8vT?_E3I*~)zF%~T3{zNmp3kI4iF+j!b`%$D&{*6Nlt0wPQ&6} z&G_ezcI71j@I^l}gN?(K6gq464dgXyc5YXxW<1NwMv*rnxW-Fc@p1O>G6cCWsxoLD z>3wWvUAehoJHB7fT#S_6w~5(D2XpsO z!VRo$gCS8da%3oN=g#Cg@ov>_{wk|J#`_)&!VKN)Sr5bh>_;3OR)B79h|T)v6ndq*PkCMx8-E+cpxG zp0W?JVQx-ME231AuBmHYXS@aHIX*k0o!m2hrlvX*#jAq}=DEZn{}X*njV^4$-Y37f z8rxkN{B1ke+^JCxAQ~4^5V-xB{8gG=dlmI|40&2d_%acvk^G^qbT@{lhdW%og+q*S zri%mdRnwdGdQuv@4;tx8le(mqDm+_i@8VxucTjckI*>kVeWoD~s`nb2D*ZIVl4C$S zV4b+h!(rqyl!sAt`vV#W(yznU1UR=Th>FQLnI7vS5tbwJ-r~*)Z*U&x<+|a<1Rg_WgKsr`ue?9BZncJU+Y^AdH=5x5 z5$345fxcXK+RJzDp8t!zw+@OU+V)0q_u%dtg1aRU+}(9>7~D011eX8-f8rs=k4#?&;pWcdylJt-bg9t=`K(!9@6t3-p!2wTr3o zm5Ikgm9)=}W}!h)FNUhcHDZ%x&E#_{$kn;ke;fnY)b@ms`uf9#&tSug|L}mK$-}y% z?~L>eUG04lTQ!t$IA213e@?6K?K|G-Sdnn4g{n|B(2J)oy0czBOKKj zt5}cM9#ktMW$d;!psb#driX~+)u^htE}lB%D}I?jSST}3fHhsFqT{ituy|h~ zKCzIxnk8bE2e);ua(r+>0eJoZTpwDW)ku_XoD{|lnRI@BlRS}q?9Mu>v6(M=J#-Pe zr7=8nGf{vE;syo1;s9pg z0Wt>V$FgwX?Ntd_>wpZm(i^cgCKOGJK`qzz%6<_c1qg&K;4RIAA-E-4R2r7vBRjNm zNJlsoG^XvgJl_{vyOIkB*!p4ypn=^^L>j>?15ST4V9m9j*J*%^`=tN~qdJ@cf0~)5 z@MDN9Z`G4C$?^(~<6w~ea%a>u47DfGD}%wK&!JiBq#X;kDSlv;(GH4nvIpC!;$_@(@bYQxAcxgLoMhp+&3B1hv6#VUE6v!N21MbdW{k8u#m?Zu3gRetYp zkYt_pT>UL`!vW%HwqB&rHz8?kbAQ6WtWe=pNo-#UpgWw_4j=(35$hXR7OupmKOR|s z-wV?u8qwo+##jojH68#$pv&H`a{E)Og{lIqfwRAM_Ii&qQT<*ATP6Lpv=m|@W$o|taxNJPHOO!34x`h#-)~0&Bqho|9~OYP==k12W+6s) zuXbA~O57EU?MEvUJd>@1bX+F(dXUb~4ny4lx57L*=Er=LJC@UyJY7J*%cj`2Qw5Xb z8~af35G=%Fso-p(L-eX4eL}JO7kcwH#wk z$746ZLpR4xu3~7C5ZN5<8+P`vSzs|p$lX!i51xmIhn@GdG4ZA0t}9q(^pastMp|b4 z?b68Y{BhxEAxOAXHH)`EV)9mJ{px&?hBB4#+7$u!>vn^~TGyIDq*zUVmz@MKV?|oL6|0(7^v2<{ zdC1e@%GDF*(Nul#r>R{<;sc()aw%IQHG+06=x)d7x&ZgIp24WPAn7bH=#Ljs__B<# zwD=NpWf;Ml$C7q35&}Fzx zj>nw0o)sZLQPFSu5h@V5g_YQZuJZ%X94ItPB_f;>Y0K&Zt&k&E^nV{-N!0 zC$DX-U(STi?*(R#{L6o|&=TbJcKb3CmDazM*rF%37?K3z@O;&^$G-@PAAlw#fxtZm zUqCD|1ifr+_~fb@4DMas-uXdAAmfl`l(<{<*DRU#BbQfPT=)aM`zt?$hL@s%Iz6yJ8 zbxp_b8-};Jm zl$JN#KeZ3RzVdtDkc?GAVk7<}i@ z1MYR_c3IPY_wYK-9G@fmYLHH@mMnJW79Ia?yunA!2Ya}><}N8dJrQ^;`@HYIZ8GxJH;4GNJ*IwC%*iRHQYOAW{~zL1*&B-YpH z9Am}`%e=I49MJC80pyld3xZ7S>){f?Nrbt(*dqB)w#mU%;G}J7N?B~Nt*rT;p;wS@ zCW9k_mE1Koo|jh6J#@wjE+3{totfc>|>GgzNXsiLcOdt;HOAi0l_p(P9I0(ZT zxjeuL^X~YONe&rx_WIFZjerA5x^a6L*_fPv=Y0_5#E>vqn_8hA$Hd)f=y&u~s50Sl zlk^k)2rzsNyO)- z%D1d{kjynS>Ua%gr~i_q2pNRaKyZVJqrNi*F#6{=md)j_(?X_2e>T}ZH(zP-{56>0 z!7&qdvpVn+^KkYp*VN&!c9~FZ;87O5%w{~ZgO*~?w+c;5%(k1C(A!u4w=SJHD~PbF z@trJ`!VyPDqgdwIeTtdGU#&j#aWCTp=?Uu5Fkse*w36LexI_?gxTzEUZ6p!wFe`pW z(qmvcPrir&P6{fEH>5p}+VT_2_I00{Zw~%b&B~>`hGJS>d%#)mm7S~7d9@bN%rG-p z(j4-5-3y2{5=uAhUoMM)hH$iq+e7^Yg5rm9LW4gbB9BO0+l)7-_$6^4*+6Df2fWj> zz@p$+mCE*lF7udFGp|ca_DRtbfwFxH8OWf$dqNp7ck+anU-3IqMN_jbUcUBhJ@cXo z@)mXpB#2EuNDjc~IHRCwctTRFt(hmcRP`C`fOjBtsYa;9&^ylv@-+x7E!0#N)h=JG zBQ#mQOYYrD0;bftO+|&*NMDmo$}1cH+0UBzl{LB&Ykqo;M3_eRX~zJ2PR8{qI|Jj7 zak&4vQu2A*)vSWl>W4Qrkc}KRmWoppnA?d2YCdPdg5!@#ozZrehO_o zSRn61PadF8+Mvmh?VpHxyqqJP#)m|^$@(mG>JATkV@#8fcpr~DKY=+=tQ80lh))>R}P%6EmA$j?L%qsaiIh zF}z7YD-QY1A;cF=tV`Tt-dw-FP8Q717v(y?nohIH_r9faVIrGj2#eucIvoo!bc)AxpEX7UDc z+|V46xA}x|e}%poPfWo{H)ND)p}4qeRqfd;u`AMlw6`=N$b`6e2rvZ?#$_s@4@$>* zT-Zw9F%PgF_L~zR^De!g8&_cv^@IdU5Gk8kE9b&=&c8>lC)8g)Qg*jlEwOp%t;{KQ zcvlsj(y(64>*1X4zm73^-tPFjE`H4d;+PQ(J)0;i{N(reO}CrKOGHJCx!P>WUhS(0 za6%^zCtOlg%$Ln<+FWAOm4tgXT)`8ti3a>Dhj?Hqg22T#q%9C^IKf*K-PTlA54+PJ z0DT=;iby69SHyQ_tY^E{eu-3bMJ^TEhW*1>p&>zvx1AW;X$sBh`8v1N>>fb8Mr`!hs0E69RGQ6upt?I72PEyy@Rzs^oI zV5AiCp5Z(P!<#P56mzEwBQNje$++rExZXZrW8wX5PCWR-dM+~=-b|17{&HIe`x;-% z4_%1`4Pp}ixTY&sZf*;N-`e(BhUJP`AKGP7o9u-z@KkEL$C@}#$)O>N^v4Mh={PGE zLC#^rc#%rM{Tw>ovVoRCNB7kXko785TWL=<2XO%b<}g_Vn1kfnYwo(9o~IQHz_0C7 z#U0|mcsJ$pL2(*QqG{7J7M2rEZG1+4M$rRr5CwZ$o|~C_cTq76wqAnK8t8U-Q?^3)od-Uy&<_ZOZ zCohUb^F$IZ-_#&Z$ACFUUwka9_3YSiyX{rmwzQ(RuCYs7susu2{;bfQWR9a61hAz% zq@DflMpYN&MCq0f<+)tK5c6(mVx{JI9DiS>VHNM9$bhD1yS`uSg?Edew$rm`Yi-RR za;)Vd1(&E|e|+J}f2z9&0nyUd(uMm*aS*Y=aV@COF*(%%l`=Lo#cXS^4EXAmdFNzLgWWIM)-QNoM69$_Q zqTL9}G7gi6g`SCR^B15*KpJI0_qgp zu~QZ-xJ(yXR`?8%o8Mxv%uYfu@iCsG?4rzIc67k@1MG0~FUUKT$Ow?NV`x=bMFM7> zHYG*PKX+Wk{M+gH zs-~f0-fWXdb8Y35iDk+Y2}Q~A8UYMKz$wM<`V2if1OB3CZue`vCbK@$$#FS|PY4q7 zHB7t)3o+G%*7nnZo{_84Wx#RxKuRBqEqpQ!wCKW+9o)XcW#op-rAe!goUa*v8Q26mG5+naANn-0=bj3VGm-F&v8C3?z+yH zabLMcd*g9pIF(K{Od_#M13V9V{QPjE+5}*OW5>%z;CdX$dh%Im5^|=Bbw+IVP=)}Jru4qMW zZeIEcdOAwW&F$NOi@YkfwP_6Zl2FS1_*jIan?dB$^H|12!<_Zz7~SjGFJZ}^YoA2M z3xjP)3^XuAJjqeF;w#}49^APvV#*`DwDRO$9#esWwV&zk!onp&V=0!`s+5l~5H=;$ z%rP0JCuYcbynj*7F*JOW<)r!u0_7*z&Ze@_3TbQN?dW>_(e_aiq}C6*AM17A_r1C< zABRMYBs!L@lw?3V8+l%7DRxg8Y>d+MXv5`3MWfhgDDhD(>qw*P*I0e3n}z3shV<sGK) z?-28VOcCQsL$_=4s23(Z9_km`k!K;}Yh(fpdV}-m0XOMD!#3a5wien*{+2VA;ZxYVAeShhfyHit=`wc>UTSNz2P1#nYa;a?0v~pGv|{d&1VPOc z<_X;gGN#S^bE~2DfwGtK#<(U5@Igi{nC+bp?M9z+pg&PTZ{qR6=?MwZS+S+J*q7Xgg4@H~i3asV(ZE{BgB-lT z&WAp+Tiz_CXP+L_LDFL$vT&hK6Q}rfUe(`O3PyeNALWc{_($&*UBsVFDBV03zb&L!G61L`0N-F#W*AK8Rxb`#L z%t;oMf9ihz08o!pHey>gid%jgFv5?_<3j<0S9~7|Pj#uwlm)x|PO5Tfo>EQ^H75(H zqRMe_&FoE8TU9GlSo3h^rz$sFGElM{XRY(Nd2PH09-HvNI?Ysz1*rPwco2V+(*zeA z2DitVcD&9ur-wvw>}#!+s_pbTwtvf`N41WQdbU5q*!ZVEaj0EGV`uyhhiD%w*%`S% zJ_mxw2;C3Y@~a7^-m}-ssf2-SD1k*o)^@A@4q%~5O%~UUgI(%;(82t6le2Qf(QHMo zw33BwG^_Ds_D5ZW{6WiAmKg8!u768hPSs z2$Uj>czFU=jxk;EC*@0?ojq61=(-rlWZUnjE!nbS&^37~tgGnNY!KPl>-AJ3KyR8= zW(m5XR>YltzgjeOUA4+%eu4`?++iflNjXIBUhm8n&3gAPY!w(fd#_kU7MlV!eiRjz5W@mW z;l2~5-L}N-!b)aI3lgNuXwTlbmC~euqEW{U7Pn63bPbwCmEkCwe^?xSXC;1z;YY9W zEbPPZQV(l~=f0y&1#aIm?C)5L&jq(rgG_4!c{FA^TF(AZRO8My!9xU8j-40SmTy(B z=a$FKv(2V5Evs=vlLLz8v(s^FI2Gc*AMZW(Wv}n;l@<&bd$vc9@*m4VZ#k69lpOjl zs|o-Ln$oG7*e7Pg0j3;&rMArXmPdPaV`TB{p2@Wc0^DgcSvCpwX+9V_WjR=^nJ@Zi zeTyO^T~vG)KFzFHkXFNW&kY?0zY2^M9If;4MYxns3PviK2?+{1yf@0}IZ*!l*n>cJ zfn39eyqe2`MwN4r2FkP-eWtXeH(6qHf`fVsZg^MJtd5ZLyWjdj{KGjpzONUtcsyZ= ztMlASqTX#kcqbn9>8>SbEJ!|lpIc_9E$9oAKcv{UOW&#J{I3>ljJ=$@*e^m>DsuZm zS}h_3$s3q(NS0jM*fVao+RhfHg^qga+S25-n;V59vltk;P2Lt1B;DQOR_8-MnD3E2 zF?Lt^-6ZMYEVlL(BX+FWjObbmS_-&uJQb_L_RwV{^PkLX?i@TaN0k$s^YH?orP)qE zgmjPaKFR5;lP=o7Qm+WYXhzPZHXr8053cl6-iaRNv#~8z#h|s_m~u%+vi-o$Wxyy@ z-CRKf=<3K;@XM?qA0|I*>I2#+PLDSq_n3sFqqkxr%=< zr_$0y^d)`2NdoB@-$#|>LvG+C7@lF00%f1sLo$mYNO?IH+N1YQ2;H3|^5`upCx8b1 z2km_>tw`*Pyy%Nfg@a``prL+r34>PG`+MoGl&UE(r1C+3eOj-B(Oqdvq%mMr=yA$H z!Z4(<>S+uj4OMEM`Y&}(SFbaASNY_9?HtvM*I#F@kKPL z8ftnPwda{$TeXf<20m`$ydBCz9{P`!dAIX+kXwGKckuYcyO6q8Dvy~&<+Ui(se?M8 zfgY-}ZEn^>gA+0WD~_>uUhq$j1SuV~8sA&rpThQf@@>VTS*=DI4`YUG%0xC7=h@>> zQ>IEZb(}u-Ys|zV5hzEvoa|xt-G({`+T2C=9(_}}!&;_OhqW9-R^vH}KmZ@=_}Eb( z+iD>1RSLl{`Alix-R0F%8o9|-<T*gP!k6ZD2mX zkWarXQK5sSkTcQ$l^0^k&G~MN_329Mdm{K$5fMZC;os@|sLuzR+pAwiblGrh>92fk z2|XI`xYkeS^}I_y!hHGRes9LRGyc8o#fnpGx#pMDu2J+&ZZ4JQ%*qoix9u@`+sn!1 zeBLJPn!_3PW}sE#qWh)SbMdPBZ{u+JRJ<%49;=IOY(S_m>3%uaSx}MZWcmE_s4UCr zDqa*B);3E3Kl*{G{rHz-aDhbsw;R`OtbO<`k0XbrT8i5tpiedZ4)%*=zu%2Kw%KvV$n$+}a8vf{g!I2IU3+4u znK&Y&H4-#-sCp7dyh;Fu==+&WMx&QE3Otc}e`E$!tgaURh<` zM|z^U!BH7M1R2~^oVvO0NEYob9vhDBEBZ6&@}a5F>uXrl3&$wdXlOf!T7vcU2?}R@ zCacFMQ`)l~4OcP_vaIceO?UTMpR~1K8zW;p%O-{{?0j8Cm9aZ4H0HGnM6K4q^o6Sa zB_H;P5BVTw`&j6nqlA1$h2KumSA}G6HWQNNRe0L@x@Ut#UVAbGI8qCAwjO#ue!c}I zNZpc6UfrIuzjr$ecN@lohN;fNE9PZ2aKH4SI*CGWGQMl_v$zoRoaJL4#ji0w8aMuBAll1{RYQ<58?NRGC z*_=Y)s_(TcRT(lb$?o#;_Utd0dwPuZukK*>?JwV~d1DInbcc&7cY*^5@z?r1KJ*df ze}*W~XT40xV%4oeF*d>{s<#i<<;QFTqBw7Vj>G2J8|o`Gboemm4mc{o3}f*xnhVnS z6_LcRlkeE;yRf4at+``-7&44vmt*-4YW1R3bP%Nxac@QOwF;*M$C0}Ehn>a`YcD%! zg(9SKzk=|T^z`&tprEkge*UCwNcp&>p`oDwhxRQrw8Me={dS^R(hS^v8Jw!wjU^}oq=#6ihU`G3iEq+)7i!KPyBV&ULM$q6~B z#-?WB>getQuy7R?W|Q=ClU8>#b+dr%ORMux^8BNOv^obnCFCDcT2z!x%F)3Ma$1Uq zl9TTrr=>V3`Tx1YNy+iI!M~++l+A1{0DlY00wGOu@N!Z9{r+w6UkA7$2e|+9059YK z?|&ZPhaC7v&5-(3TpR)F7H;}%Dxam;G%UQ_{#lLqKQ|Kp+{hYILW(L{nA@0&J9_Cu z>SCu9faH7P;bu3agye2=aD$NT3aRyE5;pT z;)3V_?NEqGSVDcR%6^e))FdLCYjr1%V~Wsz!`i?CPG|utneVOD$Ri(qjS#35W$H1%1$qAE(9X;G*VA~tZh&M#UkQ{AXVZm(Kekd!d zoq0?@^w?*pJ=V^hwIRy1RAHx$DSLBWF6(gA>tg6RU|8~oh2ZwO8@IIA_jcBot!$c^d`ubjkcQDGv9;YJ=I+RobbAT;&5!JyqS>(YIr zeKgdO1N8JsJiUF;(rrAX z5sbSSmyu+Qi&AY-KucpW0NKDyi4iw5-LHD5sL#G?wof!RT&t2h#a27}G_X1pr>0BO z=V?@9tvy`6nUin=y`#5tbscEORHc}=>`KR_q3PFjF)OYLnP0D(-?)DmSyTL}aO>|6 zi82nr3`YCk*n__s_+P^L53&E3p0cUCo4Nf}gMTO|o3@QPL`J#z`2H*R86O|d|2X&A zzl8p?gvP%_UKXNvE>4brm4FhWI{&Q$yzIQZ?Ejhg>}~#S9STcMN>&OA8X6kv2jmax zZ39YA(#ysY3QAECiWy>1k)YsVp`jodX`mo!0-)qzVgIrHyAP#`_0RpkKUA@yAlaq< z{>G z=D7hYgQI#qkN@ovJA!wKFc~*SH)c8gbAcJhh2)S}rq} zAY>GL0zx8UI(i01CT4CPUOs*SL5a_jQqnTAa_SnITG~3gdH{0^ODk&|TUSW>TTd@< zpWtubLqfyCBjOW&CMG5SN=f~lo0nfuSX5k6T~k|E-_Y39+|}LF3-0S57@VA%o|&DS zUs&AO+}hsR-P=Dnytur&zPY`-e|Y>$7c>;?Kgs%U%KmS3VMFMGfrEpEL;On@G>j+Y z3yTd0PsM?N^GOxa)cGAX=T{_L@wgn&A7mOXwR1c(mkAVnTJ82K5*VDD(33vf+M5Fny_2m82w*WF;(snUKW&g`5h$ zV61PR{7@U7Wxx0hryHqn6&MuV=*sZg=rq;F#Hia z7+LxRY_Gc(aFg~R*zgmx02rwc&a=`sxCi@vmemXukas`oTLxq)K@BGvF^S+~mgZoC zhWefE4K`Z>wS|QNVXgQTP9|!8C!MSu>edF0i`)cH_OHN#=z1aH4<1#Wl(!UP589=Q zoG&r5xp7WdRVFTi?v?4RJS*alx+d+36?t(1x^&LFZW|4NOu-l*EuA(s#GF!_lE_Ld zk|x#!6)E@+<=cet9$T;?f=>RnyEPjk%%{j7+}xXDv?7P;_Hc5Hq$ZL252AvX+RP<@ zI7*d7OtcXQ8&u4FJEWPdch@6!HVp*Mitao)mKbkP9kp>#ng(d5&1fb!>j`7RbAkyH zQ9nI7pJ8TW%h4S!-LV!v!XVSwe2n|WNGC0%>51cmQBd!vwfMchx;T>L`|F5&a!0Mi zNMoSEIR>IaaNLM$PK}*@@oL|zERP^2NF+{?rGGsVF!l;iJ7W~9! z2oT>lLt18zyP&4d28w>oZE*P87k(l?*zt5Xys04q647thpuvMXa*K?R7%MTekjsw% z^e>|mvA-VU(lskF?+cU>560&WX;ymoWCg`5zmk4ILwFYGt3bB`5}Ok=IHJ_Ft*6d& zz0BBunZG-^t}yeoOp>%(4w!UNHvWa3I?AydAf*Zv!OUsLyDxs$EIWEPLKxMD%L-@O zepr99x<||OXB5LZYOWaCSlAD~Mdw-9*)i*8(Yx~v%7#qr@#b36V@g)4e?=%fVw;C0 zDRlEgYT04QYzxh@Zw-fI9}-8zk%fB%Z@d&z7%CS>CzQKDCH}=&B>o$ePJ}!YIg(j~ zOiv?KzMA*aLEH}(!5dt>o*jU3kG5w3)qS{Q;ry~NwoTt|{xMauTr;hV?XGWg_ z{XgWE*e+)7GWoub%AN7_3%-PDK_zolt3Ri22?Scrk zPTl1J((g%O7Or$rWv;YVw**^JDXTcIomc3N)D1tTw7CoX?zJ2+h_bQ~3%#mn=<+cR zJ99^kT*F{{)GUL~U;ZRJ{suL~M8FT62aB|jVvlfB3!JZnh}Ly%7)onS)IBlPdT2E# z&LVC8e2#AWG9S3WK#@Z_flNEW?vqwd5pr{ab9jp6$h~4T;jw%mlWBWOim&Fa^XF;d zsf~Y2cp8Uj+j{*=;+F3g3a)SF>rCmU=-Hea~v2e9b}SBx`pAe$P#Xf9q$RKq-Z#iBt4H%Hm3lp2QFT8pz!iF$p!$!R@y4acO?E7gJ8yxa2 z4o`sTKa?GcAW}LXbKIk>*FI5jZlW^M*dV4x(vNLfI<@&?d>m^7+W9oOKMB8wi+_VE zWA=Cc`YL)8PPTILv)wR%_y^0$6$%b&qDgn${$Sxb9`{;6jsq|zZIeEw(95;=$_8J- zqCQ+pqH*W#2qFzN9Jz;Fmj)WExZ2=phzuD#)0r(vzMJgRWbLlDkU?ce9ro-jZ^~eJ#T3 zPE>~pGJ4M`o@`B%2*qm11@MG~_ICtJ-k0C;5m0(^dU8;VN0Pi!NcrJi zMFXNgp=#^W^6WhH21o4|eo4@S`};(57i(Kyxs5g~$!|z2V6uK~dyv`kf55S`Ow?yC z`x8cnWQMsDan**Xne+y=iT7lrfTHa124$((N3KIzN!AGWYSji%E2K+yHaMl5KAD|} zo{q%Xb4*>P64=UIi+0s}8mKKBYvz55!eCdv7O~6D5Qgw@qmk-|Ypds|?;Dih-i^$p zB4e2(KHcteW-uAzUf-61`|fHK(GG9YpPQkRs$dQ}vj@Z#PvC&? zhLImQvXolQ&05%JaJL2(NI<+DIW~xLtyNP6cEFE|Lpyn%N`<5jD`P7|A3hzWUV5ud z$u-7wovunHD)lrF8jp*8TzstZ&YV=H7e<m6 z1)bMysmZK+zvwA|7!y?I-ZU283Nt5YqR!f5d(IN|`~d4Haus(|qH#jvPQff7hH0Bg z)^@Hs;iprK@=*`Vk%n2^{G{7mt*Or;al}ca4s+)q`~(aU{`rsj$gSKcPJwLO2h*CzQDbFAl}2Y+ydevt?b|l9Jaj)%v?W zcrad*&|7Ccc}yI79eN6pR71ltj$UD|**mk<+;>DrZYLurM!AO_@ga4{DPY2xNln#A zz@dc)A6I)q!GUy@xoqyyVoIrmm24*U-ZeYn#tz5sM>my8!fb*E0RmGM5}VLPJ+fnx zW+^X(bH(?Cf3#;8%j~S2i;Z7$T?31~(d;^*Gs4jVv8N8S_89wCw7H{Cat;D$=#^0q z=~=YfSRI~BVrhrsI=3qPOFP}uSU(NK9$$K|y7alTFf4mMXd>^oA;Hv_^Q_@|QRvrB zve7(|wH=@Y+4l!~e6(1~bp6^_)Sow9Ugrx$*;1$qVmdRMCR$Zn$6Wr6pWwWO=z}38 zV>|f!Hpv5_c77`LbxlQ-=p0m)I=G~ecvcxNxsm%-7LI(qO5m=7K(84ncPrlny~6!H zoRG4HV^zA|HR6T>%_edS-L6+KdO4;Z%y=E9*tGENBeACOr%chG2f{S@2fWGJ$<5}; zYD=B^)=|xU@dPLxZtJ9b@!kg!spAQ9UCzzIU2I6UsbzcwKYBn*`akju_&GVYVAnGJ zS(xSRB3V*^A3Tw%U2>$)+r7!twdF0g|XK}t1?mA~=x64Y=kcB%|c$Yo6gD`lhCu-d;q@&8;v*sr8)4E6BiC(t8 zqj8{o2fh?Tc`R9ltFMb#rCY+4!PfAAG6`h9s0pKAymfR_R8j3Goo)p!f(i z_9VU9mL$6w#t}Eei{1kQBUVnf9F)>%lzmQ3jA~G}A=}1u3TDOWM~&@jz3ai6zt2C* zO;!O#_{!qz%hx-V($z#^$K3@r{_y-mxW$wAh*7#Rg5LZ6QK1TairP&mGDw}tbwvsx zYin)5y%5xPL7Lm+te7{#jq&85bD|6Su^}EMO~bT}fhoKj5p&p^USDV7Ho2^bt8jZ^ zDXR!-!^#m znnfJUm(>KD6A=18km|d;g(5(H@Rz98jz10Ntv*;s+^W__qm*?2Mc8Q}OIOboPTT!Yp2iAq=YjzLV-K;5gFXPg*aoZcC|8C6q8Y4%5jnAh|Axkqr8(exfd zO0E3_=Jzt3(UITv-;^ti%>|zu!*xz1&Af>AVhSm5@eZ{!Nr?HnPCOX&h&k0#^`DE^#?{yKk2Nw^CELRO! z&prXX3NWgz2$#Sf>+bxOvfaLOzx=q{XWu)}OjhQkFD&OItx8MODRCu=@WzdbNH_tL^fD%hHrBVc%K2y>M;;%G8xQ zIFN4?rv=P}aeU$~Q&zA1FmkZxVlkiS8F z*T-2}UXm2{M5!M%sQuzUnHwLNC{fN}mq>?S&sRGZ#y1xYbLfGkA1(!Vo`gIGOSu;# z;<}b^I7{zApfym-g5ZQH8NgYGkdQxL7_`fGDZ4Ym80jZNNUsT5nTd!w@S0j^hKbyf z3V0^{=$^MZ=q}KcOQ-qg4l&{SOjC<3QNAfEcY5aBX?SkDE1Nsv)P1GDZZ`V_ zGjliRG0H?ZjDzrAu~-pI%`=ZJ=!m$65fwX5!(@*ZHfx`8`b^w_WzVeGL)e^AMevp3 zK@$k&0@_IhpGYfBXY1V7wT)tt4|+d?dhNVK4_Sr&lvCTD|Dij+{Ak7~-e2^Ez`=`> zJlpjrp4trh$!t~G`b#$Mq8GFD8&qu|jUh$X8qCsr0=~uUh9-L?vv2HfsMGDzhys1j za5tshrK_}^dq$g!n@^lJoQF7!S~arzFXqeWmx4cJU@6!nP7JexpHW%!&JTUY5^+cQ zByrJD&h}B`!2VF1ZTP4x`Z9iLzSd@ugo|OgfCELKDC@V+dh9+W6h9$jQYA?b@rVd+ zfit{=$s;4I851RXI&;((3Ql<1fNxrSU&y_l1<3M@MS3`8XfVF3v3qk;sK$Rh$n-Uz z)haJvQ}h?Kk@xnf=gVn*@(N#yLipfZ6=iO6vlK5hr(bwbb4V=zIcj#6Ppzh3K7qU6 ziCyNYsgKehf%)BT#w2W72XCsuT=Py?ysXx$I%E|)M}$xB`x@c=8u$50i8t#IYtp)h z-0d6NxV%Tc@YZ+*f5H_c-PHkEpJ0Z?I<(ts5+G%BpOQHs8jCv;WrG4H~kZLtZ=4YJPs%H zdw+O4gxRRkSxbx7VFFsKZLPg|yw}9*cYcgbK@%TZ88%1M{+NF}KuZu%z|Jg@LKF>Y z_m@c_XWt);Zj)f|6w*%*aKBmmdiuJwZiwOX31ET4F?PZHU970$SKflNmau+rDnk#8 zA-$c5i(RyYA}yC3kyW(w_;&Qc%~rX2M~DN#4Rf#{Pj9@K zeCK>hPEh-cTjR>d)J-mTwiX%BKx)JdLuU%*!Q2qq5Znl!C1OTR(t7MW<|=iL3mnRQ2Mm6a|<^M$lV!k%rnmaR;e*zaKF8Kbxn%s$KWg*j}Z+I*tKMy(%M}4YGq}l{F*#nytSUNhrE|*r&ED`GWoC%u3H&LqVofdLx-w+M+v#9SU{Bkht^J^`oG!I~A`w zI;6q+Nqi1c1Wt}?gQBfccBu7tx)qjv#SA_EVu}-fLN94~HnSItx{A2!Mx2)Nks+kn z4js(VBTGM6)Ym;jJL}snXyce$_m0m=1Cbza8?Fa-Dgykho8)!5D=`=10kz)?o%-Hi z$~d8tZ$I~BY4IEf;7t;II?qfgfDUPB(DV!RyX?C#v-7I-lFB>pc7^+)OzP52{nIVZ zlZELJ=@c{HwdNkNJDJ$9J^j%IRfpkS*mPW5(^Fq5hI8;dAm8npcyW#xh!(*e!4tu) z@flhZ*MyN23ei?R%&f5?9y!j42sbwug9s8k*p)|kBp(6ix3I+)suvn!+0+<=Y%$sM zow`wLrJgGYF7ubL`OULkCMd|1y63!oht$IyF*CHzA3$qI%_$h7MQ9-$gsB=)>Yisa z*Tb{&z4o}YmOG9GO9c9u1zA-=iRsj34Wo9ae&Th4^zI7>h&pRWxhv8 zhNO*+qlH8LE$F>U;ff?F+M~uznPy^0Vm(d-V+pi%UM@{J6dT@;$KNOE4m%X2SeSY< zrfo=wl|%@wg+`6-EonF_u^c<2NjQXb@M<6#^em#?@ z*$?)uY4RrA6~k76avSGmqyD&aU72J+v6xbu$fI_Ge8o%2MQ36}72MUDNXJ;Y!MHnN zvQ~Z7bRN3HG1U+AtzGb>^xY?#n+o`_Vm8kXC;jBDkVz3Gos(UQ2(l~j!S!``1|m}O z!dRcJbyRQ1-FG|4h{K-d5Kjd@XC2tT-zzH=|OYl^}gLd?Nz$g%4 zP&6J?}_`Ek@yooLB9_do4RXZKB{cHa_%(!u9L^Mi%sxC zmL!id>=WFvD%eRV)0TzJXPn76wU@&jC`>~tbuWuon;mI3PdE65qC$r3r;k+w*;FeK zFaJuvHPVwXWW9=_S;%LL2(C&sGo96hMBkq^w`tbFtX7>0<%8%|Ws&OG#?)0s%$ni& zjUw;n;^-~W1i-?46_&hd{VMa}u3`{H?obbpUcx^1HoQls?3V}y&hX<(PK}l-^4Y^Jp-+zUw}ot&U9UekQ$m72yM*GCJ}(y&YiSRn6owh z*rTh3X-1J&v#BIIG6569@gG&5TfalSU_kXbg6mu1%a*+CG~@$0;wSI>9sH)gM^(r* zj(z$fUASWa&MErD76~jDa~CNcskUUzSQs0`G)u@d^lI2tNd}o;RcPN`+^o|B>d^T+3lRvZk z(o(c6<-~D*@AUcmWY@~)7O*tKLfVhqLtky8^%FHkj4|EwCx#SvvWbux7@)RmqKObZ ziKpwh)nv;F#vmDm)Kvw&I(P7BQ*%P}-cz3l6d{xc-U^Yc*zkOZjj5f5SrYF#t;b;t zoQZSH!_8RR``fby_nI&Z!ow!@m@l#CyGimt*%2c?1Gl!Rs?og*5-zw@3FanN<|7+v z;-2fj2Q^1!WXEojVn{386*5;v*1%@Z*6p>Q2b5GVww2GbTAML=&~D|B_pl3_V@Wq8 z9|@8Q`Z*gItg=Y^!YEY5CF8I!4tBZ_@bAt0Xlrf)1EzGx7k3$lsqJ}&Kg=&sn=>b@ zxg<HRMN-asM0PWx^qk2ex$01`Mrdl01a*s}9dEwD4AkVH-65K`jpK6M!28^V=)W z003kVZ~(@0oO{>Lo+a^R&aH5^@-r=tVv$fcEV;+c{s4BbPxu9PTT9j~3lH5*6ySfn zn@Rrw$aT|(i(1HVlV`2n%(nJ(%-ti6oa5MLybHtT%6)UfdVRYIE|TgAXK{>hg~}gN z4>_-G@kG8yg>`vB!4`7k>#*XyL*d1>te!m3+BoG|m9Auzxj104vZ){U)o(pyik9g5 z6k`C2Y>u&`JFrzzlEmNvPVHO=#ZMAJrg(OJFi6Wi+;|~6>^x)f!5=_sTEC!MN}bhM6O0uvA#GScwSSJs9=HZ{FRtssRptw z4*9FU47@paVwalsr8JV>YAT^#RxITQIVarq^d9xm+4v{J)|PQwE}0Ce8QcuRdENc) zex0e_GSyc>@P4Ct9@UW`F~SEQJAA8;#Qv1ITGff3EL8Z@<4jq@+cn{n*uxJ@{Yw6| z^f2l5=Db(nhLh&%n!dEam5El)B6-Q-nEwFiKb?C}9@OdWaRoJ`Rcsc=98yYIMn?lY zoOG!70K@`aPjWMg&5{4LH`13Xuycq_*+c$z3JCPqz3ZG^J?xJLQ5oxh>SZPl8po3PH#j8G`81STnH zqJSGsa={yD`GDYNo%z=@;$0U~zCUQw@0vY>A}^bU^->5t@%-sY*$kn7<9E~bVH}V} zC7I$y$yuUt*C6mmr(@Hou1m&VGrx;aDQl@LntbRPQXC8~Zw$pB}Vv<{Erkx;9GEXTB z2+)5K$K&}_rew6ryxX(X0nR&CGOJgYmg2jKt9Rk^X3{hP+6QdLcLI6$0B7{;SxiiF zk2F5vm3;7VS+9CQD!a(fLQOU)<|8L}B0TYy^+D!Z>Gy38asMmz#*C@52gXW{BR=4CJ;%Ol(R>$mqC??(JwbIyr86SN*B30YuwloRM@1{sACEP_>aBCA zcz(-8p3-ZrLdB6$%c^;hV~|NbK;SpNeQOdw3AB2}wXT_`O@9e-BFCs=Bp=>K8?nYQ zk(}|2)yAY0uC*#D9*glCNQ!G{@5TQBmvbWs;)sG$MFTj`@Sdk9it`J5c3YVv1a6S1 z44j_5KOb84tv|qiWNY^CF3JF>Wrd84VpcpBJMsy~7yt|krQ#n6M{X@G?IDCmB!NWu zA>#mo#IWjc4=3;xtJ8PqNNwm=F-dEz&8OSLBv#36m;;a*`YQea=kTnJe^6aI)rO&` zUA7LzQ-S6$zXap*{A;O}!%)|6WSZ7lqqGUO2QZ_n4uyz+y`IB^*1XHcULMyp%ax8x zXqq`rBbwGHK_T>H$-(+$A5&O+IWK(2k-bsKUuuc{tqtZ%Z=6ypFlOmI7Tde>KT zI$3zdPm#avAsJa*tA<^~1tXz3ABYua!kau7e$#69H#b(=oJk9bZ8tT(4oPJ_S0wxK zTfRE5w>q|&s6f$>5s^aUZ(o$2H~?pkqXLxdnv!C1<=m&E#d9vRr>qwO85p|Ddm-~p z#J_d;BZV9;)9c?kuSkPipH#QIvAeg4?=9ENSfW2H;B{TC-`M1H?Oa^`7Pz(Wev_y| zw=bwQ+)o&V3kzs6ScO1vbN7#_YL%@u5vd(e*y?EE3p@Y>BomILjDz1Cf<;^Qkay_! zHcLyE^j%t8-xaX?E#;-Dk0KWvBRm1P{{Xj+gQpm-2HNV@3oF|zkDf^`SId=8%$yKU z_04+K>@v@!eZ69PYpF)xB0|3^;EdpB`PYW)AlmCw0;L$S+_}cn-m-CON+8lpL!maa z%9xHtxrhU`rUo`2k0Ts&n%?lvt*dF;)OObP+Gw9p0LMM#g!=HidlScQ-Rj4NopntD z(q>KJqCa?i!vw1jp~qkFtxpYU_S%-7bXm4F#gy`(+x_yiNvYiqNnYgI z-M!A3_aE8|ANq8E=(iT-)ghm&M}kf_e9RB7eQU&?@!v>+9Qn>g#k&S#Pc68)KBM}3 zSJ9f!h9$evZY)z(ybu`A%O=@QK+2HJ2?P)hYv)Z$JwhQZrNq%S!e0o|RgY#%uLpyU zPhYKd)rY){CmXYzof)m_m$%t%T{hKteB6gy0HBuHRp|I zBoPOk6#_#805YT7HPHMuxH?C~Z5MM4Jib97=R47m9Q%;9r8z6unC^W6@dj3h!1|*G z19V|Bdv0|f$eQ9j2_>D^k1Xx1Zz8<3(=>@hQ=;IV@~7S%jx$^T02nU5&)`Q=f7aYa zxX-3r{{UsKOW<5_TxwdyNTbio8utGHfU1sujq6^A@sGtbERbkcax`h3_Y68W z952vyKID2;zk_}i5LwCMJE;Evc{njyhW;4G-f#F382S%-nLc?~YgT$rg`?YO8YQlm zXt;*nFo5HhJxd>QNhj-CHHG56R(&T$l51tmtU`wV@4h~O)jtEzblPJn9dGB zIXF4|KR--W`$(zs4C<)uMHQ$CUPJN2TJmgcG__(0Cgx9|`B(KM{uS%SzH;$gpYWOd zS&L4L?uKjBwaDaoQT^lkIjpK}U_E=`u8MR&0O^+OyJnd_(>J?6&H4fd;ay?LQ?%4? zn4%j76ku>V52ZC^2*d_vPhPnEYeldL<}xPd!w&wn$VuZ#H2(k*Ev4PGDW^<8Nzz^0 za&R9#3ZDL+_|0}84>_0scMr9fes8C*;%b+H?C<{ox1fD90_Tt&*C>(Tg3LdV^~Ez*)+N^T zjTY8acezC{4ns5L@xbe!lr4Jig?v39hxDY4lpDDQ>D&(g0NozKxnUl8^DThhUI6-2 zsG_?>6j4Pn2}#sa(Ll_NSHpTnvzEQGN0R|W!-rgS!wzf7HE#+;`k1xSH2p(%U*x$? zUvKd#0PAyJ>8NOydbF`U@)=SkAVf|S=Nz1JdJk&1Z)*jlVmo+JBm)6aKo!mP zN6ombc>bO6n(p#tYoL}^{YlPS@Ew0MUW1}|7eUbWv=(b5!=E;9nCIKDu9unsu9|dX z4T|P_3KRjrqJc|V5?7ki+Hr}k;*~Z=DNrBb^EXkfww6{VaOQ-lY)DW4;7I$ z#f9~t4i#CVW3go*C}EELsr2iLx8Y9^HlL*Ut|_2fsQhgF5(XdgvLAKxqUL# z^*gg~7zK!2px|xq_+yOM6;zTz2;C#vw9BnCQ_`)H-sv9h2vsAE&KU??5wvHVa7fKb z7J+#zN?PhjVNt#-W^Kkd>y5zu-}ZUOVmenBrFe%+@b0Sr0ByMYJTk%xp;urCViy2( zZN2!&HP-2#F|ySx+I=qQ-Let7&Sl##JPoJ6uS4!dbwY5cz3t1Ep5eq@c(Uf+;cTR_ zh87ZtWen^}ase6X!Ov>pykQsmWMVjmWy=@mIRu8reeyW3LGkn-VL#gPSUfj3%ytG~ zRw)%Q7=ipm0sjDelU%l=3|BXrB*QtAOj$M%Ny#h^)RI3s;&5=AeTeFHJ^*=>!?#gg z21u=TMFN!otYo_rp1uD7TvvJFeGqBUOM5E+0H$4??~(TxB&v_Y8TYKsBTg3*+C-n~ zBS_?!kM=+chmXYPo(*<@3~^n!YJY8(-#}~?!SBUG28(Vew|E76^Nbd4crc?;oKRc!jevsj-E4@%@umkB5itF}WY?u^|3Df<5t6ph2Ww z+g>A|wrST1GbsKwM^@ZDcn3d?RJgkG7UnD#7nX?Q+<*>$FlrfR7q>DjYo9mj;lGGA`ACvUH3ov+ z5B#-tMG8MM#QOtSy7Ty##!zSzS!uIPHk}B9cZGmoGdwm)7zIL}m4i5f`F>Fa>d+4Ll+L00^&#nro<3YL}n9m=X@aKJ0nv z$5ZZ4wQA^^yEcO^rFFVhdx;0`mnBp&UPpdM<%)3ker2KlE7IRk(@R6dk(`nJs|xk19NZV!>Fa4x`dHH%M!*ym3JX`9PmEzAMhbtUl1=mMs*1w)S$T2?C(nj zw)<(GDMH}x$2)s)02Rnt-Pl^_;@a0xx{F+z>P^x_#RPCF<8J(C<~cYA9CY=@Q@p(i z-JYYUd{&=No@mC5sPPsKuXI@P!8|YWt&2Y$UtMWYT-x|%`bTvwAU`Av&jd)robYf3 zc^8ND%}#iwx6`a+)nHgpnKbc|AzbdqUbqB$kZ?NG+OLSG)O7WmQoXyD^=EC6NP!`a zFb)bYVonA4olC~PC=W6$cKUdP{_sa0@|phgl1HaO%|&bCn4z+{mr(Hy z#roVtW18ML12Ps;7infvIppn9Gmd&zf5U$dMXt*vmp0Q$WgLN>)=;q)1MZdTNhhyh zJ?neM-W_3>G%=IST|pF#rHvusV~#0GIYENZkSwK zg0|2+B&q|;NLUPHl0eQe?s1P|wZ62yjh@oxDbY>|jl*F3?pX%KoHC8UhIttn|2LXF}{V7nj&D@4)_C%Nw z?%=WYsAadY4vn{cNsOqhHvdE!fp{Z7u-3#?qcLk8*@K zW&Qj|kaQ02;(Di=QV5MFN))_y0X)wW97v< zTwT0!VU!^Z6R%UjuDH{t;m&Bz^wnY}O)knNk;xd`Hy(X5&6D`nPl@%rO=cTgs~KfNrOm~=0l#s<4T1NEZ)_T~ zZym*thsBn3zvVb=cf^o^OS~^7l;yAAc__1x|_}L$-ByFZ3}nEWBnLbEDR$U zZObHR(W4HbmA4A&k&$gRBBT#4>MO{3?CXZdIcteS0Jc@n9NUpJKAMje;^TId>8cGD-dt3C1u+dhuI+7`WBER$dF0h8;R59%Pbj zFLSe`IqQ$T$?3;h@|_^hr)!OCGmCXh#XkQ4VgCT3XQ#b)7LnRPe8L->=%ixEmhEb0 zf_Dl^hZz_rBN*Ti4>gs!CvJr+rg~nd;u}lPGW$*O0>uhix%(T$Hp~YE0&rEcjCbi> z4~5`sJpw;EFCsEtMUBtgQgicXxg@teH&>bIlIiB+#?$R~>!w&hx}DYGb0l*Sv}3mg z$>W}KImLDs_SfD%h+Jw(EtiKF?uN@HWxZa_DIawYP=l{hYp$K!yEcxa;MXnh{82Ub zk!g3S*`#X|%V>+`dCFK49f%Euaz0%Cm9003Y@R8e=T5mPY)F?VkL8?aoH54-^{I8c zhtRw_@21CX3R{H%S$;^;*A}TyCagb<^?R0ewb=|4BSkDr8Zw-YK*;Ni9Q7GE zp+eIV;IuQ{Rh8JYs0*G}07GG1lm*6UC;@1wZYKLY4=Dug8ON=0nwN`S`WdY(B>Oz8Hs3W)a~RJ(K3>(7 z>P8DtJDSPy3(mS*{g}U-kXLGg7>;(It}*zE%2@7fG*pdlR!HKHfispb-#N}f{A&&m z6zUf;$r3EF#y;?r1NGX+uWk)`2I=`JG4A!Bqb8HX4c;ZN47 zKaVXVQ6#MlxER8N)9aeqit5w#!Mh<-mu0KK2 zbzd9!fZoS+kiVSsO5}2za8v>5^8h}F(yw@1Nz|;qEM8gL+*+mGtP*9~Hj*#6oq`uYt%*{&`eA}_B~=m)8esJvz++OR^3m_=NcAbOmUlU-kkuWH^p($sBfW99uDNYwS|?V{7*c{6VCOy`75atj=B+m5xPbE0Y* zM~IliEK|v0Y+mA6GRTa$#&h2!1De?J3DmSLS;vOV(7etr+TPYdEN$}@+@rZ6PVPE` z$*gg#YPRQF`&Rz|H&8{2Pc}WQM+1S5+f-(-a_V60h&6k=ZC2g^1X!M1nHp&c$!r0^ z{8;`iU9PdB!=h>WewZyD_U=1HYlgRG`LiPzB!3WI2I1Iq&{q>_Zkl$RWpJS-xMY-x z0m`Y!B;&ck$KhX6SlU}OQC@j5{i0iBjpW;cR1AgsWS%|hp-oOay$gc6JcmNk?7Us$ zdrMoTfuPdu5#>l!DoRvt#zeIHw)Yb}3+|HPkbVuc zeiiOrt9lC2v)rg`XKLCtjPB&_O6tI%rQQK*h zAu`6uq{O)c7&+u)xW<0~C{gBjCRey0V#~mDsUD2Gi4ljz>!9w7WrV338rXk^p3kebD2n1KzYKsYxM) zEhQB~8%s$=04)?zKnQrKB#<%?%0qP&viniC}ooM^e9?d1Mw6L9Sdh%e4fJ6q)EV&)~WKb?WB1UlaIt?)@jY(xgPV zmLifyjT+`xWNbUu6#u&IOrB2)21TUDM48xRoJRngU5W2z*TFdmg?~>p|?op zm=+45jsWWIlhAhQl1C!5V7j=AM@xHHzkeR+rFF4Sr)U=HZ*G(A zvZnc+j$O#>^iiG%L0oj>&!f>T%G8QK3)|0Xg88K`Is_qh{#;ijeenB2)^)3kOC5H2 zuC3Kfw(JCfLFtU+@xkLf*Jo*|-0LJAceMNLhQ&vhk4Yu?yXuk|JEi5bD2h=BCLrubu_z2_k&2;f-x@075 z)2#*v1VXvv-xX@!Mw%6ofCYwd4srO@)zqUDv?k}8d|k4fXxeSpm*5((G>?uCJ|=ViZ?YM}5xCk;1AbM||U&?z~}ammVLLUPX;ngBN_@cFD&* z>z?o?mmS`(cdxlge5fPSZDb3L%NQHm@i-rWu4!vml#Bbv9pdi+-gr9jYx)X3)}Eg< z*6qtgG0*%5uRXih0JkzWqb=2nJeIPqB!rxmUrc*`y!zMG?5a?!41zI(-o9h;ZH&4X zj&Gu|i)4{Z&LRuLp&Nk%=yCW|)}*5OkffFFduPL)5j4LH$8ynuJ@zge1Rs=-myyR# ze;VdK9}$1?Kg9Zo!2`?-oMfv@f%-;2I;rr-#;F#Wd8XV+wkVP3v)p=jX#W5*2>P10 z1;h9*{9i#~8r$7SkWV9?yI(Sqj+iXK4xCjfMRKLkwC;MH#k_YhG*X~sZlKpPJPTyk zqG@k$o+N$g0F)xH;-EL{T~d(4Ac6?sj`X$C;~6`#ky_hDX#&9nVmOncFG|4i{3d?_ z>hX@hXCxn|HPY5kiQ@D8GpR;KcU!+7g%kK#p2y32R+io;@m!i&k)n>}xpVV*DV^*< z?SY?co@zZ}8*2x@g4Xg|m>%U)-P~ZjNVqSK*=88^!LEzLIwQO5dz))dvqtvOA1pCo2*&Qd`L0E(F=gEz=g-p;(auaw zI@ z{RTg!YfDKoshk(aT{+>p(>16vC0xh24vwdKALsd3rfK?$YFag={6porg=HB29l#uZ zwTtl&Pa3C#Z&g=&+hXBxKfBle039tGH;ImfqSG9rRY{GokK zdLM@L;cgJhn3;%T52i8Jxtnb@?=Sw;rD3$TWbBt>B@y%yivc<4IwRYl#AG>=z`MVcg)4pG!HoMRyUYFhIjhF(0ISAsn!Sd=~L zs1RItm;gx){?Hx!j(YX<(OqfW!J%lPied^VqJRo0qL>LqEg@hANdSA$0B|ZPmvUre z4chD7bYyPkyujiqC_OoiX37OA?SX&JRF)Q4;N4y+?1QNz#A{D58@9 ztgT|^;@U9Q?Ah#*pm%fV0sJdgqn;F=7m7iYa8-w>J!)jGtTW2|Sq043B71wwY3>w> zC9`G5Syu#Z7%VWokMpU#A$OtPUQZUK3{YQ0{6j6yRH*~z!!{V6_{ig+Je>_s;lz*U z9XC>wWTzizyJEo;zkABt5PkAPt3@hbW?yTclQBRGhf$@ps7 z@MXH=1ty(O*UfM7t=(-r%?kZJZQuU@K{d_%GIHJ>yFzkfzLb7pTl&@yO6$0bJLxhf$TtVf8aIjRpsFUu74bZfoNtP3u*VER;ehwx{x#@#y8N1-!n=5Fpcgj@apXLV5gCO|`CBI=C!GEVwOwh>F3D&+A2;5^C-$U}l_8qPX;KbB z0|XK4#cybOC8OAh=EmpJ)PUdK+sR#4OKaFNZ zc@p?@?FfK~ATcwk;}|4Q=jnaFUkjF@U4}kPa|7#ad|%#0_yXmns>V2_vWU zuKU8i1UlD+Z?3F#z}EVJ2@Ka$k3JWTkIaK;1xd&}jN-8LuLs7O&Bd;*bsyQ`aRY_i z7|2QaO7#Z-{dmDOjPzG#^rVuzH!Qp{7yKn!B1sHZ`W1?!$Q{%frfyxf=Pk%pC$QtO ztq&dP_K_I%DLr=7m zSk-Ox`$AG{$<rNjr{Zcho&o( z_)T}FnYI05@%+211TmOg641mH7jBq2DhC|=zWnib&3UYA)9W|xB)FZLMUSXeUWxSs z0~MmRINgg`vqMOb_-n>mZOdF*UD?5MsQ0$dx;F%T#2)OS#^vo_Mj;HLl!ByW5#GL1 zx3;;nP4^JGLfMr$J5U~{p8o(ZKT7vch1&b-x(t>#6K|f#g+j-Z5g#e{?mq!qQl0c7 zaki&GTh0F^ zsGJm#9L|^pfr2YLi6pZsst~sI1B?;hkViv~_0uj$1dJZ_!@O_c3#OS6%i(#PZ%{JY zYZKLbm~wi54oMtWZ4|N15=j%Q#^Z9boPs+LeJN91x(&OL-zNJDgzLIC82l@V_+uyf zF0l`Bb|3!wjeq!>?%ZWaSv}BqGp4I^6G#Oh&&Uh*x$wGMsEY7DcbR| ziZU5ns9<^#UC>_khHzGAt9B&z^sk?MXX16&{7G`jX+62MQ)r@Jx6 z+~vzK0gii<^BnWVXEwWWrs~r)V{Gdj(JZPk$9QGjeeldZMtH8v;D(GfFBVOyOr@f* zi*jUf<~Pbe9B!llb+o64Wkkd{^U}fP^eF zN^RoYLVcc5fRB;O1BLwS(>#5z$EE3?V_8upxEo0%4XgOqoN04g+jy$l=1F5>ijqeR zFg(pMP(n6SIL7Xn>IO;aS6*q$knMy$#>@{IXt(#?E4|cG9NL+Mu`E;ul@V3J0G+3I zAom9%u4vvaoM~5n9>3Jy=EC|9Di@gN?9ZGJeW$)p7zA;e=)7yNa}s93DK zSYrnx0}3!m;GRWw+C72s4vVemcEH=-AX}>@Ck8oUbF}?=P){|~HHDAFpA1^wszYtA zLWo_YkLHQ{s{zSF$sGRxBU|#R#EbH?9`D0e7oHGJMK4nF(4wlMF?CSQmjseHgH@HqKaY)D597Z-9&5|PX~f2!Vnvb?dytF zho)Gt9W&acpai0dC;@1qiU3McMFM~piYTNoqKYU0qKYU2IU`A8Xyiq7VTM*21a|~i z6btwQ>?0R{3r_e}Je@ho=zExn{{X&EwRZ-gxVMJt-b;DoSt5~2x-iIKdm2q#1ri|$ z!Pn>eypNmd>t0*nFES5_o+z}GHKbJCV$M_h=3l)X?7rK{&;5O5wv)o0x?i-dQnF`>5e~10jIIlU-lADUuoBPKTt!nz@*HOcAscz66 z-)2*^5x1)qJSgZF>suCA-`M^P(>zJ0>Ne(C&y@Dp7WrJ0^Q)cN!jZuPIQrKCtgYsk za4qFYp(ioOAE^pj_)pX!FhS% z`>(SGDAVcWTq=>t$_zLd^ai;-U&Oj|TY2{P5nfCt+L7dfTPFp_-UA$*k8ZShN5vW) z)vldp_Fi4gC=ulcZ<^%tRDuaTcs(kPs+PVi@kiQc0Z>L)YBty1)ba-46?P8)05LUn zXU`SPTxVo+qUooVo>&>#cS|gw5F%5B=L3(M^W1prQ0n^3mO50BF*|O8!hnnuf=S8$ z0AwD%^mvn3lFv|EB-CcPvSYGUkv6+Jc5~6l$N>KUg>o9UrE#j?q|>O45`D2mIwD|T z1K)wyy%gbhb3Sb~Da7VW=t&sL;15BJV!njg z_wX^XWvIvB$+mCN$MmkKTbUCL&a2{`m6i8_ZkF;jVH}aXY{Txh;4}FWKN|5{I0QD5 zqDl;8?oqcJv61>`AB}rQ#bQT*?v!UOEMt%Nf&P`@dQ9G9GCMZZiLeRnkZYeAaaX@C zhGw&9C6#AX3W@SN=lF}ZIQnDquXOlPr^Dg@0EdgJT!oGAGdnRDB}WK9O#cADtH$r) zH)7h(5=_@KlmL2`2*0Zz%DrpEda59`&}=|9c4)EZb{7b|u|A3cKZQ*?yp;K#=D1pJ zZ(WXm#@2WGrkvWX>f4xZ7#L%dK4u9Z5CH55Jf4ENTXU%B+Rxgwc`g!In`$~_h8@A< z1b62>D(fMPs%=+&wBJ95&S;Vd?lhsboW!;Y7)+g7;Uk~oaK(t4*&y>PdKkSwbSL2TZ^>+ z0FPKCSjlmPa>s>M#xgpeVk>tS7iJ{WS{{jOfBlONm*P8c8sQMfbPhtzk+idVvhaB9 z271?bqj+fB*ru&xF^5#R24^hC%W(eyFpRH2I%6F_O7d&#mwyb~rL21)h_E>aspXDO z-sJZBSGIUIR+qurOGzM-L2QaxIc(r#lk3Mm`K!Zw+nH6+lR($MwWDi$t9G>1;8FIQ zS2@^nMpXAwM+UU7tf0TPXf6;sG0##6J%}Trt~bQ@&_m;&4ozop4dfGf7pV}=Ae#!I z{XcoMfPEN_mEDT$U5tFn))r7{_L19Lt`P<^-H&p8Nvl|(QqvGoMHB#(QAIHY28t*F zDQPKa0HT(P1|=;eEg%XgqJRo0qJRoROGtW91UDBj+Q9SNOpwHbF7DV>9_FiQTCJY5 zW%kP%yxVf@f$&C3oE{IjuQd3zZ+kx3jo*=`Bs*kdD{T*)g)xu3Sb@ptE2Z$pl_!L} zFKZpNg7IfQe65b`qmhr{z#oNS?O!ui(5_t#zZBV9>K-1rw7Ri3aLct>18pND4Z!1q zI{p>s3E?;JmbakmPkANFTHQxwB!>h29rGM}hhm|Wb?IJ&_jlTco+XOcbbH4NLGuTE zZWzaW=eHG;;(Kyzqh%_Jt`lN0`I`i);B+MP&(pnURlkV}+8v*NYUMR;Yfpn(w-;7S zS{XiB8A$8FY!S#`UTe@_Ot#*0T;ZgW7CGFWQuB;}I5_%XS8w7i z6l#7RH`-**+J&vMOB_;4U04O&6_b&YI(y=-Qk<8&po(54@jd12NHqHy+fQH{&3I1N zJx4s_9dW^_ye(+v#@AUlR{}f0W0Kw$+Za_OZemGdc2qoJ z(og2k9}4h1ZyD+s?p`o?{#mabkHVJscXtuVe%9Bj?dMsozfYU0ox_jNbImM5<(D^b zYeR;Gz?u|=PnhgP;I>Clcppx+>HZ#?#%tXQ@=KIU_(R8X?0F+=l-@DV9B1iVHnF9{ z;a?MoW({=%BC<4tW>}61!Nvi|;MVo+-JQ>c{5Nf6BbxPXSh}DgyxAY8sriZTjw&S{ zYeULg!(1Ny3f2a(ZI6ykDlxqib^6PC=5^c*8Q2 zjQMJM)^WP>ZLi=}AMx`Xo3Y5jHL}=;=2!BHTtOn8$|V`cP;=6~v*3K2Z!e-Jt*Y_< z?5;npc%<^YcWo-1F_4l+etY`Yr2HuHHHMGk8KTr>TX&M(<3i^O@-&K7LG9GlL*hXl z&sO-KboPE0j$}~GE>ngX2Zri9*NbVoUCfeAdM*5zTreAs0{1x0dN;%^YHdeBYk45@ zys2Z}4#M>(60bO|F+7v#T3PGWvCqSv4H60%pczw;sfe&z{4c)yZg@ z#l_CO9+_`%{*mN)a0O%Yk_SG-b=}wl+nV&>4R~~1q0sJ_P^yD!g#Z8tKnJBsUadGNuQCo3;x2_Yy+4PoqBuvt@}(pA zP@!f&_sTcpisk+(+iBWVT0Wg((Lz>9r+a^e+}&i%UCKNlIL$ z!pR86LlK;*_8^h?iuvEfcbD3Si0`lU8=__TLwxrmml; z`Mw{zx0Ss2w2Z82v<uzfOTbrkh~eMeBcxU;ggvRhO;Rz{79*_?6-$7=Kc02%m( z^HRGODKC>{5CmGF!o`l6>64D#25LVI-Rat8!2Z(nWw&v;(%7!^+%8Yb2V>u!1#>A* z+A+sd>74=YCedwVyL5Tvj5F*QQJz2p*bzK1yQ zk!^Kg3fnwmVz9wpIv=HIH%jfb<7Ot02hqG!d!hc}CV#NI=2%LJIA$d6&mi;Acd6~J zH5(f%n`@m^i#NC{=G*MsI8|H^F-G7<27YcbMlvg)Mt3NpJQ!)#Cd*u5yKe zQ_evk@CUy*t9tK-rhNq7OKMr6M&E61F%FU8xl_@YXCz~ueXGxpJC7>pG?R{}13slb zo1$Il3Q;3i=d_X*1qyFs;NXGC&*TOTdN0CuBfznvZT;26$bApZoc^`UY1Y;gTj|%= z7ON%2-kkO`dFrIC%xStg7k5p{js`sx9zm{);k0Oc8GUXgXi;wFUF(dfDyJhnahlqd z)a>2#A#QKU;!$lK#MhQ)C}J!ZWUC{%9rll2!!_srH_)ZjwHURH56q39A&jl%WS*?0 zzYl8kJv+m8_Ksz_VRbhca~NKoJ#u}2l~nOfqus_5*|yHBm1EF0a=G>=f;||~RZo-O zF6jC9#CI3hk&8`6F&*8rGCGw2tMS|LADwIXKT}(6PfWXOWR~L6AsjHC1Dr4gkEkcF zu&Ul8+j*(nUn&)f;mWeGJCKe5Iq$(Ag;21*lTR%m4EV@+!)@ND8<#jZ&H>I3BDrHH zZ49KXE06e*bN!{M+-e|(^TaX|7jI@$$8Wn(SlU~?p0T+VvavDGvw!vJJV_LiXwlBw z2$I}L3P>Dd%+FAGKR-jr?^%)Ev^tE)q=lZu0yFHUw3X!z8I;@I7Ccp^#cy>p+pf{( z9H<-)6pVg#Z%nn*ZkA=$B9WmBBLfo!bz+EAAm@(NH;9>BETf&t8~$mJ{g$?!Uy!;8r(kwFOy{8?e1YqwlH#4-I zeKRB`T6&rzPgCEBu6-${EDiSPasW!XYv?LmgyrGs=rk;i(WBRz8+Z`JbpyW1i+W zbmw4!V%VNpyKEZLzp{wW)8pV|V5xdc5<^gnIBg;`rqSt)(OnDVJ^1p{K2 zoAwHI9SuYcmb6!Oq#HpXi>{^6ogWpTNzf zN|6iwcCUBKocX9*&VSnK8~(Pg5Bo#;W*PELiVnp}ndmiIxA12~{jHq#zDL2Y3u%#~ zUC}Jtzdpsr4caNl*lsVm-o(#4t%z(|cFv_BO9O$=Rs#GbT#eaU)^gb46+lcy@{nhb z7quCAffn5fNF;?QJ<%&&6M^fMaOB8?vfJc6+IhO1~EL}v`BUhALxH9J0Nm@tV>ky_M5P?qhW(# zh*yn??^PDgM%>g*C9Ilvq@37d>GrweTyxV&cZ&cwk{IQyTGa$cp{l}*1+`p&z9c)3dBR)Lv zcU3k+?!7chyRgcfoozi*&HM?vELmDe9Iu37wr9XKFLDa;t5AxPZwZ zAzx!yh0$Do6GUL(3K5O$m11{LhycO>!l8uMN#wS6RF=Ib!WesB&5s)lHpaC3=zM=` z50)!q_R%jAJs%F;;OOX}vzicrweeMtfeFZdX4ew@()|#3{l$+Ugr`W=$`yrnr&y(5 zTku*#Oq97+3$1O(ljv@^yT@){!+mv z@-w-g>pmrLW=466g?R-l1+McGWDL8P{eo=+;m}NF%r_(p%C0Q5OUR-r{a$>~-lA?c zpK4ba+lYkG>SdZ$Zmpyz&!7XnIHUA%Wp=d*CbezsFyO>8i!tPR+H~pHB!O;Dqf5@ncSEA$!*0K*XW>yRA+!f+7}hX{hmUd!UoC6t`B1)eYYT6;pD*` zWh?8~yP=mD$IW1PJFxxt%VRk(XLg5lDZciXPPnH5y(%v61H|A+PbjQdin6d^C2TmP zJfm}+9pEonwkp;me5}dZWC@+xqlCV-usY)4T8@a}8Y}UYCJTEB){;s%6t{I=d7;PXJn7FS69?NVN=Z)m3!vX%;opDzZ8KBe);927QPqMZ zQZwDZYjTru^5#wbT)k{e!#T)X=k7ZtNmbK?FB*m5fiq;@{nvguvkAc!$1_%u-Ff+H z`ek;A#gICMW)#+eHlJOV4H$Rj6PZBP3WyvtFnVLUsS{1^y)FcoSHx7En#C)qGfZXN zohbHG&RTn_y(DNmGy7y{@Mr3@96b*1PX1~|`q*vdt-CICnW9WkmD^wh2KiVoETm)8 z?)1r?DD_4D$NSf!3*=jccK4i<`cxlH;=x~?WFDi>2j%03ZXkuYI@)sHZ)+n9aNaGg z?GbNJP103sxU;l*Ib{4g^n2G5LUY7kTWj(2N1Cug{s&RDb7C;}}#_E1A!fdw<>L9f0yuZf3AYRdG&t=fOSd|i15f(v4ITf$3Pxu>q!eQMi?3@V=N7)eeLAH>SY1s zG@pO)8wS5OyKH9r9HP3t7v!zZP+}XuW#+8HVR4{k<+SS=lenVhg!a_lk@>6^UZ}~e z_8p*8ur;`KBB%ac4hFd`dRe?R{N1+P6fLU$+EhDd)WHJLk&gHFBx}CDAAfth;?=AM zwv;1cHv>wP1jC3Iwv=tW z)7B1ng-~EqQ*R<_r3v?G) z5`24KD{>>91)Hw6kZzV|{eZ$zjHEwzqqC>3>eP#!DRaM!putu~Nshv#bhi$Pqw|f@ zf(c-V38_o_!oqvA8lMVrIf-+5m%$!^f{nQ!ua+UDR#W<)yhgEg0^D)=SdE&f=9^~Y z^-?A|i+=#$lv6q{5XlW@y9&>jSVhz_K6q(S3hpSp7GHKqN#5S~0$LS85zbCIJ z(dhl$@B&IO-A{{RUqEgrf-CkK=ZjtKutNZLONbxqJ&Pn8FG%BwuRJLiQKBd6PwRPY zg9qO{kMT~*&{mupW<*ukDv16C_$qn1tP)>8svFK^{0)%~=Y#RuHwDW3byM^`>dQn2 zpwoLg%5{^6d4iIawMn|f#kk^qcI}4wJIoCl-wGc7R^|ANW3^=#-_)TMlRHCp)3;3^ zjY7*cj;d)UllmDSK@2bhKt?{o6bMcK$b6_!?%C$$=vPZI7#!GLu5td-Shy`1vNz(D zObqqL28+`veX%0D6)cs#V96-q0O##DD${NuLl_)k>`-#`Uq|}B8=bGqVzjN5t(|RM zaZyi##U;H7=^XBeDf->l4HtgM4Oe=Y?B_)Mgcpqe?05MFpUnWY=|9lM^yiemSytf< z&=of&$H!z7M$d9U1O*6=GXsW=q)!>VTf=GAx+Rkbczrk^w zaGJy`aAwv&OD1*mgPpO5xf+ZYK|^KeeND(mmkwu&&+f12ZSz4bLEM>oe9?o?f8Ml0 zSoV~iX;DUr2iACoCp)ZH8!~JPm)rCWQKxZJsBMwXbAP!N*;d5#dL+(BarPkp!WqyE z9IU|f0M6IAC{OD_7z8i(@237V=Zi8JiM<*Q@T%@Q$n0&mSup_NfQmY-xzNl6qaBa* z74odP-M{Y%r-0aaEq*;Ev-@tUQYCc?V6K*C%Na8Zt*K=?HzFu)KK*FfqNrX`XCxRs z%@bUWs#v<@Uk(&-s)nwYq`z%Lj2^rwB@KB90`G`AvPJ0(M>`^t+z^cJlh(IQKX9qg zv$w>O@Z1cOyqwOYdo5_;5H9F{0>4*kXFmkT{_*Eqi(lEKjkqnKQ177!8ZqbXle4a4 zJ4m%FlpLrpb!6TqL7H_EfF-Q^qBjIt*8bJ51yu)TKI6=dc}_Pl;asP!-~RRX8sf&~ zM&vKy#jBs3Tx?Cg{~9n(ySKx8>is>dA%?{{dS4*-{>(LGXK(Q%_4gB2d4yGx;T^|? z)64ezyy-S6CzfTISzEFvG2-4#R3>CC3m4(>) zuyv8=BbCi>mhbC2MPKqlCky7^{$WIqPECzT{dsLP^Shmy6V(i(kQy2+Uy&11&=RVg zXC~c^(#{t%gSdx3R~LpXnSf|Guu<`X@LcvG^*S{o-nkFPBbl1)Z3S%HQC z&)>Iy9OM&hC@oq&Go~=)*V3VGSRoJ!Bj%|TSU44$+YqFc99d;TBeN4`Yf?BAfyZ@r z_1Fwo7YEySL5D=20zph){hBJ0y2>sOxvy}2nrs{6qViKzv1S)IOSN30h`d+I7dt4Sko8hbKjX%ie&Unf~!6|C}g9r_U=PGB1BCd`*Ef z3=Kf{#u=fOrwTmpAD|PTuOdd&TwaPm~KWu$2>Lq z?~A*zfyhnSv=8Qq(uVO!p1+wCa~eT61CCkNB}e z2hr!Y|7gTqBk)`rw?H+DSZ|BvrF{_jp??*9a|&*C69kWouV9I=e?Z#5zW}bZ__kX@ z+LJPjRZn(% zt1=Fwu8wr4wyH(^5R>5OGfJM){yb0RMY3JPPkb&)e;dz4a>>#g#uqW~I61;Rx^AvZ z=Luh-TxmY{IS7~Yx#VRr;FtTN^qLS<#hk??f@+BbvU(4+w4;g(mvkTuxk4yNi4W1) z6<=deI7e(!nI7Am$Yj5*V{Yiy8D9K39Ocx;n^@X`l2l-E{qJ|hW3-Zg1om=V zLb5n}9Rget+r1d9T5ON$U2l0lef}{P(W1}@;HiE?tHKRFD2lP1wGPZ9{B^5SwGma-K zY9F}iZ#{-1)j4Ul?TwKkXZv0*6-j-mSV^v~prqsJH5us!C{_Xw0Oln16C)Emoqv88 zYJ9#kSKfA^0D25(x-63j3Sh5_eW`?+-f?~{8d0g?nEK*;E}lwJDvMvWY{1Vb-pJ0t zaw@7f-o>+5sn0%cB^>@NXG^a5+X~$xp0L3+o?ZIa3ps9KlmkEMbwN!%Z25T79@{bg`??&itoOGQ=EUKGUb{dCfD`US;ekG*v7`h9vrX-d4}OE)T|qwQbV;4 zh5Uw{-H*L7_;P^xs6pYtN58`4h2xZv{&+^b+MGY>wg@SAZ*v6!$IdDYHKCzZg=06o zw%+Qka}}Ujw~uk|j04{acZ02=rWQ@zlNB}%Q*gH<*L}Micj?>~oUe7}y6=wK!7DC% zg1$A3p-u25?F9w|sr@9|(caW?P6(&Y-6zkb(=KO(669d*VH@ChVg#cOk8I8H`nH?y zIoh)|J>z(B&0hUf>Bb*OrTQ*O6kU)UG@0rnBJgV5mdajxqfOMTZSm-dJRSp=vrn6h5}+GK7?unZ_rW1U?$P zlz<=%cMr;~qHWb%FA$uUs)Q+@zm1NU zd~)*uAy#8Z!@CtSSp%)sr(r!6it%69XG+@F4v_u$LXN18LgKu=qEN{m z9k0N!5iQK51dSfr?67Z|`zSnpk{4eGt{EknR6`-xD7nua5F=||nqJ+sY4SPxW@?|x z9m_=^;GmRa=qu+*v2C<&fmA^B_7r@eOL+GitQg(rbYX|nO@@-IJ>v2v8*ROGZzBJ9K$<(^!Jy1;S-otU zMPurcBqSI-bhkw%hE`Olu(IPzT(pF7RCyzwc05(qVU3n9;iU0Osg*o>V-Wu@0Lp#A zS@&ait8{Jx`7qhwhxN!_M|C(Cqu+kchKWGlk^dg}rqm(ao}==;SV|v=%k72u*=9|E zeZBl+U*;>zQ$tm_wsI$Q`vXfz+6~3GgF%yE?U`T$G}kQf?r%I-MqhVLTm8ip!=@m% z>?%43Vqoxcbh*W{NSu{=$shG!tU|${Sf%^Q-qh$&iznoKZ1uIzU&`ZSeKnRZg>vey z`OAft-f+w^!!*}sk&r);;T@8@0DlGvN{FZFq}Q~1B?*vhXbPwmLCl!<7V~ggu~tuc zkqk|M)sq|AavRLDy&5NPuhFNF`&3Mvh6F`l!m?x*)H(>B$b*jCXICfSvyk`MwdR5PO((IL)qJ{gCVrhd&U8=FcZD?BO7V)j>3iLgFXT`xNd;j;?< z1*5zpcOv=3gPV>Ns3<{@P~OtS-)|7bh@whBF198_Q0hN+im@HQip<<#v0% zFE$*2DOX^v45n4CNH${>4 zqjV`q*q5&YlYccbI38p164?C(=oTaKTikdmoT&sHG{yUyEKsydRhRHhhS>}7deSy; zcsR$UrQ!3e!@W-}rD3rYVyl^!Dd8xpgrfeF%;oXr5a* zz43ju(CZ{4o3aI!+1t5PWq-By0PtSd&^fPBixSjP(0#3i>wxkkTX%7zFrUK-xebr{WFrb(eFJq@a}$j>y`sKTg;rCC}}F_o2qK-n^a>EWSh9QCN5<%y+vn-D26= zH~oH^3cl|QZu{^TfXqcUlDqG=Wv7Lz)nx~ zO!Y5-jm4Tlr2v+q&4EAZe(Zg4Pf`OLL*fz*H1g(<}yJek#(WsX(_#eRxde*p^3?GhG)0vA6egd^AnWaRSv zQ6RXcSOI_6kVe7%5sz_A(=A*qoZ+z-a>8OT5Hzr)F42^cW1Q{K+Gv3iy>ZrW7FK+r zJ8U`Or4#)t4!_C-5Y_zofxM zZjS*L^Rvo&Ik)1IQpAQ*F2iWE{Jc<;EMd2?1E@R8RSViWm z#_;%H@-m@jI47n(F``DUm9)fGcNT)Dt!r;9&ne>Z>LdHL9pjYCGEU(V6Q$3L;da{? z8tyomeVt)$wUGqATEIV3hW}FaqQO!9f1n)r!vO6MIe{T?sqgFm<9f?Ea33v^ zB;Rb0eW1*tJb0xmk{gavM1gQafwho&Oq=>a!>8u`$5Pf;Iq_27=KD2_c_kW7=}{hK zhY}D?1(U4v!EoWaGLTNO>Z+txwC!k?{I4OZJx&enS)*B_)U_oaJ+U|0lekdlMheH7 z^R0Y`M7KL44ZCV;n}k#aE`XnX9OCKYrBu_n7jm3)E(P-DC8K3d;^G?_@>fG5Hv)fz z88$*7YP!()Wp#@zJ*znV!^ecRaD4B&EC!J-ygkUUzn#eN4RPT!%Urt0k_{w2(9!xu z>)4@dD@!4@wGwHWL+Gu}t|Hy6sm(&q`rDI)twpzs6J4orrsW=eUOgT8NU=fccu9E# z4A!G#RFJQuoQi6*dA|+EkPu5=s=;@TKiUAFew>lEtzEbc0D<$g)^)6Ap~e@Pu>hSzWWf68%8CJ(nnO6yW_l+GMeU-+jH?e1`GKY@_^@oF}eU z#dxod6ua)*Yzz~t>pc{b2|h#8g^V7%ftbi`Z<>w@mU@o*h>?9s6Dy2~Kzzf%JI&BN zIurmoxp_Tf)bvDcq2|gFku1`hDY)%hnEM-;mfI^VlmNb)EgnH}qUurO#xJBFQn<6Y zca{X@Tn03>Bg-WZlW=sbYDd|>inKb(vnc?4A=G}H+Zw4Or35y~t3p$x6~qq90ZXFS zB<1b;kM<-Ag86yXOjz%wzR)m1J9Ka_Ux9=E;0K{13YZt^d(ggRaJ@WvZ^feHEUz=B znH+=AdyWQj9&`}AKf0VXzn)9Xf4@7S6TIE<>r2ds)BbG?6hTZuzx2(vy`HCXd;9uC zW$jgpAw?&I_1Js!cCtRF-^-ss_BPJ%@rcbed&611;S7BxAho#AN~P>-`B$<&+e0S3 z5~};)1-TvL71rLF?x75k-r#Y3?6x~<<6~BA`^yyQ>j*j&2xeM5iYX0T&dT>CJI_*R zu9`yRY#p@m#Bf(?24d>C3wk`bT^utG*HgVw$e)Naco(YEjGoBw0|jo0ei1i0-QL@^ z0PbDa(OPr$Fos}?Z5bEy8u%Fg1-L0~Nsmu8SB_?=-u{hW&hk+}r*uuc%x`jMU_I&^ zP?_w?ME}QmqxkC35+nFPOc;%J-Vm;%|^EU zy$DA!`A)u6Likzpuib(;yHZwJ4PZIkC8n$@=U-6s-=<~8e^buj|3ahxev73=|K>KP z;ERPm!AzYKS(FSkcJq>~}`%wr3$Lzaj@5a7vxDAVN6*Tj1Zf+bm@K0KV` zpY_K{{{(@@0^L$3MNnMHP4Bk7Qm+^oD$3`#IZkzgl{G6=RJp$A_m{z5e9Cug5&)s( zMxSu8cu`0OIrC|gS~gq-X?M|9ky*q>Xz&nc8vxw`dx-lyg+AgDoaftY@rqTSQMa;} zeissqKMO8!?AwJ~(R|bWAlDj}$U6e#dtATnE;lp#Xz{VFmA&jd4{lHW$x7hcxJ?WG zQulYsystp=KPycPnrkhy<-#zN;kDYQ$7%cdbLo-WluC< zU^A;i6%T*dQ(*z`&gu1i`4|5>iqGpjkyEsb&`Y!lQ6%@>ZaxpbX}JI!O;z|9kxTpsc)eHP7PWFp>tJR>GIbtl)LC^0|k zO>C6Hd5G!2cTRE0uJ9O?Z@>=KPM2d98kYuxmnG^8L7M}z_Z51#EoJ5s3g8-6;uuNZZr*(!z-~n}&hjCK z(s7x6{&%u5`yGU+VBEmWKRmmoLb-XGRvOVAyHh4)OYG*CO!isvu%)Se&h9POMvrLX{Tj#%y}ue?|6;aj&g^b7LG#K`P>A2AYIt&L30fH4I;J6@G; zxr*#`Ctc^%4Ni(rpHezEHC#Eazr2KAXHmwNpTG0F=M{f2h@_Jnky+ZQDX zf)&kwlKOw+18~6{KKcjzKDcj(G(6@13*l0vxBQu+@N&7qxb;nL_cs>Mxc#tx&=G&Kw4jmR{ z%{OnowmghXkjF}vJcb8-xv@W&NO@Vk<&Ye})o z#JNqLEg8xy#rFRiJE!nt=C*F`8Z2QHG}9eJSfu*UpNOj+X$2R62@qyH!r^-J4fbvtUql5h3bpXTQ0U1Ze$U^ zTy#6yQmlO5Ls~zvPik<-8iL!5ZjhS{Fy!~wpbvVaY4lq6lS-8QW{7Joeiv`ZTmRj$mnbS4z=;Pazl+9mxJZ6Wj zJ*Qpk=%=OTW#jaxE*TKs4mUAc2sM>=fQQM1zmhho-w&$_ z8MDkK@6t0S{+*l=sAE)G{0&_th+G5zNB#_-M#|5_;mvZ1UGyccVsadI<9Jgh36RL1Bua2OsEUU|N;LKgnPj+b=^~i0L-eLg1DEgw3=7$zEl!i^plhpB#Q3mAEh)@fI>Sp=*isB9p}2X^V<^APDcHNZ3q5@FExoeB>O&Lc65C2D zF+M1nc;d4vvj>SzU{Sm^lUhx)ln2*O9jPj#YoD_H8*~4cy#jn*uKnTf1dfCc_xbMm zkN5K5>H5E)!Ruzl*Az0BvZ|tRp2mTVJ-WA3Nw=WgTR?rsG=|9Kom$izoI^f@g^1M) zwej)9?=<7pYNkNvv0DzQpwti;k`dFadk07g_vZx1OCdE0QyFsvy5($ zdUN51Mo0bpJTZZ(Y)BNuJ0OI;m2<(sdeZ*QFe#9s3I()BF@a+ATw*IM)iAT^(CkSg z0Rfo=iB$k7gP(0u7wWrB{2gtWl(Hk`e}*L@k=yZXotL=helEx8#L*mRSn3N=?PXvO za1dQ-rd*YCg6G3yv!=QFW}{3^i%=w-2It6${`kG32MJfKg4OYjV&g@&0Yp!I%kCIk zszN%Hc9r{2wzsxYeUyf%_g{^odB)QJ@RnJA^c%}d4UfJcJh8oo4+BoO{{lc#lr7aI zJyB5{%+%?iP}d=$Ce8^DF;-i;5KcVGTn{kA-sy5Wm`O^kEBz8v`kHg!pYWQ@I}%e* zq+*kGLy}F;iyS9YQndS+v5)0uxqfP6=0vs2h~JE!3InUsw=a==K0VUAAf`q`P4q|e zd_Jjk?ch=u0tP4FhXRnzCx~_p{m!VLcIzt3r%%O<5==V61?oHsR3#0C)|I*iMY;z? z#VzY@m}h59v}gL9tqB*T8;@*3+01nc4iwmXR1As3#;k0PgFBi|`qtVkxi+`=Ke&SS zPEfT`w=qRPiAS^7NEd1@Cw6<%vuG_dhBUE2T#)#Ks0alb2@s`eKtT{pu+~ah%sE?b zMNkLJ#=OnT__dE-4UCIQE>&{$LaXbGVZJRWl#P-m-Bd1pBiHnH4;`UvE8UNzvI6*h zBwSR;nBinH-)G}IO}=sN*~)lEoW%C~7*3ZRzL8gyL!W;PGgt0aI7?k;2OkA9^V~(2{d!HB}(aDY(Zqdf(m%AYwuadiRoFGJyiTlNsyF? zCL(-A@t$Z?Bj0W@epK34LqG!a;bhh>&t1jVCRdtJ?gp>lI0kGKD| z-vpc0i-Y-k{Q^XVi#KhVPT6kjTa}^*^G#svyHi&sNZ(1D-X`Od0fxSWBdM(U zuc+14=v1;dk!d0bF6&#ME+YkMWe zX$1broIuW+OqFntfe{C|V`B*_G>R$;#NxT5qYe+R^w7Nh3xHsQ3 zm`iFT_#jKhtbZ^uJZ21h*JzqrSWHxX=#OOg&YrAhY$`8wZW@HDl?N)O3k>PfSD+9% z(_b#Np4T8X&$mU8O@eaZ76~&nQ@J#LzWV7>8ClM0EA_eA%H`-OO(VuAb4@+++ck}} zaEMo9=(CY+frrqji#)6sPy8K3rYx#V(~fum@@21pf7@_e>chYkxpEw%H7U*SZyj{n zR%Yzh=Bj#4I|vv%?LB*01&jyjfNacF#-SHn520Jer%J-Z^I?oTk@7ZWC>QZgdQ`3e zLZ$=SzJ!-wHOG{d2J)}XgV{W)o2e#)+2DJ%naCf-?C!BC>&Y--Of)^^GB}E#iyb8x@A1(nEqjzVTC5zOZg$`Rct4q7N33~V~n7}WyN=?#HUXU zQS(odB7k>hVIX!B{QFNlZ6MI|$+2wmiRbopL; zz2#!}aze4RqyxlX8wwN>>Rz7w5tP%bYn0V-4P|v`pH%jaJGIeUjOBvw zC@T_`puq>gVL@vuI`w#wKP04>hdzW9(_&EX)WEEk% zRMwYnNZ4as9?La{$!D zjXruQi~XA4?)0Ypi@^+?QabXK@6-MnP)p<^5JjM*;5J8N~5(w=bAA;MRwuGM3> zRZnx4!9IOAN^mNVr9V)^$$Lhdyeu+aJ@6-)#J+N-vfbr&iMnz6q_Cxx_VT)Jdf+J0 zQX|)O9k1tctB@dxwAXT%HZpRC*TRp?kb=+g=iO%Q=c!{e%Xz2K(w-#sl#o@Rn}0lc zI^2rNX4z$&Z$Z8WQ9)X9=r^kdHH$xnU;U1kYvEG8jg7~eJ#QX@9^m2ILELqvqyhGl zrYKFuESw)h(@;o}7dmGi0Cx@6J8#;pg~r!OLENp63eAMffq~>T1XKoT1Ur83+M4T| zJqkm`0{#McJN$9fn@_16-=uf@WsRe)(-lTIElD+Q)HUk*%*L;QR<_SKpNq7>b=YCn zx+yC?6?|e&O^&f`O1^dQn;?Vp%-Zty=a#Bm*x~ zP7qz}DdY+ii_+6fk&S=w79gU+Qef+or0WlHtgNf`at4D00&vN_G2T3Y@s6sn;G z+v7Uka`$2#$vKND0VC_0TNE5cb@CYbe6Ma<&IR@81xu5h7HeOf?rE=s-qyjvVl@Qy!C%!Pi^9rtOJlZWen&#BypI-Bj5Defw$%NKt*Dxv&PV z_fCuC;}u8*@14N6yJC8hTL2ekp_^@I%9%@>FSpWr5eFNx9+7jS6+=0?0etYCwMc>R z-Pd1BX>vFtX>ZIszt@+4RG%aI+|Ud|q_<~N{SIzKaTo3p9q@8LN?*VdN}gKg%5r9M z=X!LVt|b6~-v$k}J$DCCec1QBAuzuku;u#;aMIYd0^we*iA2`S3|R~tYQKM|KG2=~ zc7qnu_gPy#RxMVEm5_!QR79C_G<&6`H=epELCA6=3#oT=39_%_D`V4@epp^Wjo^0^ z@b$VvUGzBvNLul}Z8FoKfDC@#>XZqcpI$p>IA-PY_aX|qHxw0mUiXi5^AbJp&*)(; zD5Qao$2Mh0E(;Ey778fwUQ$DKQ(}vTk)wVa)oGrN&sv)qJE-1Z5*wE6rJFn~fH~aX z7GtbIK(H_02$!p6vDpwN8?{gB{{p<$KbTiOB;-ab(SeXiiY%MD@%G}Kq`N+sCQg;x z?oP++3aHz)CK~ZBy&J%k7Kpp^RiK|H8>p#y{SOyuW7%#Li0s8r2p-AIrNRBz9LaHqDSs50LT~_f0WofY(5=o{?3*7G)-5|g+WdbBjdAF#P7lQ&jG%qUHH@gM z@UjouZV7s;XIh);?d>TZr(05#h`Tz0sna1%Jm9RKRNyf(e~}ZUZeIsBEa2ofMd#(+ z2T=I(o42+0P*U5Y%Cw{>4s4Dpe?^0;nC8+SE|PD7s4DAS+=V_&ZO*ox&?*Ae)uAUO zQR-Xo{F@fHz4pjSN8U=Qs&1}DQdVHz9*R)-)zcVS@?C4!n)QzeizH&R?3$X2!{%YeXBTwVO%l?W0%`Tea90x;7cM|>iLMQH!8 z+T`y#g@HF+;!X1~IvP)YY*4YuPbYasL4oDPJS)drR=B_niQNRn@pe-5e%en&=57BH zBeJ*0x2?ck)@LV_t4CEt`T7uZ_znspR%{L2mA9eRox|nK%F|7cLgF)eah$H%a|x9bgCoW@$*6gC__QzXW)1cyOOyzQx1$U_)TKf=jrR700r{BnM&k* zRi!Dc#3$GRbAct-^osQfkhtMNNr;Ob2j+Y3^~y1I&qslDi>@!0p9V5IUaC{4XBXpNAKYqc6F&54?1#1I2+f(sK$eh(AI)8B8TTGYlYcKwrj zP?g^ke1+`};OUzDQ3BOFo28+#c{|N1sL;d8JT!~A3@c@hHJR`V{Ka~vY{Qpd`K|sn zH;#Z}Y>c5H+R^ZYl(9c1V`kHw{Y~U=t2i)}ott0vR?zFEpg@)}{Dzpc*QeC6PJ9AQ z;JFo(ud18)Y`NTOcugw*Y zk?GT0ZZ7t8;qlA9W*&au+R5sE7w$)K!Zlnz&i43GChhO0x^=R^5fgN$VCrqxLGcQTJCg+uv)}=uH%jd0y+-n+=Mt>@DR$wBj?1I{$=NSZy9<(3?EbLmOk+ zGrC}Js0R)G^Gytvi<@Q58d1E7)VYzuh)Le1Q3M_h?b}pbBtJ<^q?IwD5?;=U@q9^P z<)!f$-hSLFcbXA#m6cASw|8Ly;Sv&Cp`t?&tGZF5(D1X@wo>V}e^1)@?^;cBr)o({ zgt=Wo2~L)0;ODsN>9dpTR$m3hs+Kz0Vs)l^=?)(v_2oeHD!X%(eHCwT z*0S_H3-9}x?UyKI=&5;^fee3oCrA35(fNWW_3P)YQU_9srFOM+frU@ZXHot*Is?`^ zBs_IrloSVnTxg%^Ns!1R;?-b(H*Vn^#Xm>4ca}L3$p0O_|9$_vsHuye1Pe@l^g0`G z+e`PFE-j5t2)x-1p#NPRn_Cyz;YrLM;6*L)f>OApTK~tYPL56In{8xocFzDB30?L& z-lRMOehXo9L zRA_Xr*!dXb2cm34VdLw_X+b<#A2vTvok3~fUfBy5lf(K#YKC8ytIUEoeVQ;a>x;iBX6VoHup!7<&yYBHq|YMreH(D8~QNRecnB@@L&SHdGK? zYU@lDQm2!_bxWt(Am(3(IbDkjK{>-UB~cU|kfsZaNFX3^Q_WlZR$5_=d+)|ERi~w} zq=^fgyn4{7(MnkkS_G1{V0x~T@0Z(UX{$HIP1rMWjPC|T`~Wv-{Nm<^^=0Iuv$C=$ zGn>Y#S<)ax)>g+zCAwqO049!|Kr{gA>xrqQtdfJyr65^;{<#RG7=|Khh&R}%iQIvR zLLQuci(C_*&ut7-lH?8-ko6=C_`R6J1H`PVo4>crMG)zU8^tiRBPKUV-2}~>d5@;S zm)YU12v1x^cerDwOgKh=HZ*VPB)R`~s9|5QwAhz8HNGRM<}~J0)ui7oi7Yboz@A#T z@dtNcZMgoA#i+EQ>!l&j2P$$1n9Ac78xh^_>F*MD%3nq@??xJ8ef|P)-Q$t#LyS#q zM^F_#j{?BZiv#tWVzai6)-YAJhN9|RiTZ|b-LLi8vicWj!tOBnE#Ra{dl1&W^r`K7 zlq{nvY}joRLO!CTH;WZd4n}O$2dlO5XCJo62Q3B6oU+`68(WnFAKb-JyWK%hj7(%F zd3gr)HIpwR7c7N^9`3#GCtf!;&vWAcW{NF|wI_7$MhpWvc~kPMbB77gxRzLrmW*03 zaaq6VcNF**nBr%jNc0mX~`h$zAMx`MV{rMA`Jr6F!IO7U5@ViK<-)TZImB1V*) zsrtct_;S|5Qf=oO`K7PN(PY6rzjA%m^m7ImSH=_!M<8ZMXae5wV1h}!g-ysFOE9e& zA(FYjT}9boF3+0>ugDuH5_+Fb^dra`iD60U?yIdBV#dyP#U3QKv z?uo;d_%7gM6T55>U<4Bpz&{KNv7Eo$I^k7v#E(q|qU~5jCpoHtSUj#* zYyvyZZ??7X;tD+*i=Ek|C}y$0D)5FeQmP_cSp+!NZBz$Gt*U8H%i4nc(7E0Ksq-$*NY^ZI;)yiKHa)}j^)>1+PV6w{3B%qLgbk;CEhjD*B75L=KFXd=r zLC{}U-Kkp(idcW8a~hluH`}1B=Q#V>oczcgP8&MkUrzb%3ew1!QRYwq8X6ctiiPfV za<1Lu$qIhU{$+1lHFRj(eCyoGVDY_pmK6uN<-M#uo_)Juc4k#{^T&}x=o6G~QIxWI+zr~BseAi-@`abCm4 zYEjc$d>VJAtoODnSQu>Hk6sarTCKT)%GF~!OGoSwy4!T{nwCtzKn{+`o}U3ybUG^% z!tbUEcKzDMs+O?NK_@$n8H<~qKU|*J*?oS1c&@NF9`=YI7b+EOK`O;5TTP)>IzEow zSIDc$6Qb*{5j5BL-uzT|?!~Aw;An_;xC&X_?P*$!PJ)T5=~61dN$}!yJO*~l%Oa!& z2T#)S_{XntyfFS{R(%i0z;u6N-AjM~u9xblXR(LOd9SVKyQ&r+DIrmHBnzw<&k0HP z81|)xx~WaU_b+I25fCe+Qi49%+aI%dL5?F;6Nrw`^$YFPAPP5~;a=jJe%v=h;Sp+z z$b(-D!NPrL11Ovk-(}^-St^U^g4>*n4w)V99{sdAUwwLW>H@fUs-E)N2@trsJt^mm zZ^j-+N}SPdtr0k2Rm?+#v&yFcleIP(+5gAYS+=#cuI(Bt?kz16q!8R)gB440D6U0{ z26uNT5}e}hZo#2Y+}+)wSaB_LXRiIOy^rJl1Nk&Eo@dNtMc_x56yrHw=)&ayMRsQJW0eCw z8VrQ{8rA;SdgkM#H3G(c>58;!igB*Hh#JH+0sfSASH{@gtt`y=H;!@;lztntx4aY9T|jN>gh_eX?BB%QK=UR9zw73& zlS)5_9$#bft-ClbT^2Q)YfMW{xkzXpL#&roqOwUIM4$+VEj220d5u#%5shcUN-95q z1A}PRY#0`9dx^(uiQ4>(RXj2&(F*I_zZ5+!7e%Sk^@1H!@GI&Itv!2sMk%W~2Z_9d z%XnjiAlx#2ZhtEDcwf0mpK7IlIx4#oqbuorVopWBt8>iq(GZ43n`@(0l$8SsZ z(O<`UQSb-J>v8#ZiL3oy(QlV&y>GJ5nNy=V2;d1deKVX4nXPJ&HR8Lhm{ zklgBqE=!@sk=c()>=B7%E}DtHmEa8;^mg}l^i7y_sAmd|kKItw3Jh!sPV6R1t9TJg zln#FWJn|31NZ5u3UtC1DaKyxp^QeWJbB;c4?w+HTshZ+aahsWtd81Zr&|Qe9?S3Lk zR)5`n6#1I>{OAywdYEHr#mXS*>!H#Jjgsj0BUENfNv?+`de&vD3%DSnE+0XX1=B;xkWP<00kCr^JT z_0cu&z%wtJe1~HfQAR@0<)_AdpO!3+oJk4avsTp9OHK3vRq_(RU_Y1m*v(h|G!iiGj@|zB~an>QSqL$xV=K{7~&w&%nz)C#}`d#5DUn7}mS1bt; zFTWy3Ae?LQX^h~UHZsWX9&iV=C{i$Mp6d`U8fkdcBu$NH&upt~XcN4eCC5E>oN}QD zYJp4P?1)`*HdaB%#)Kd+ok6v!CP{hh6ZUmW3h{BYTcyCw@LMg2D2N_uSeH!hES58+ zWvQC~ZD1Xqz>$-*0((uFnm|sJd)V^;haL|{;W6Z$^1ggWH~@e7Fo+B#K#uC3=r<*f z2ng;Y6aC=|A*3sCwN+e-cQB7dFk_?-=yv%nZ-%|V-VZ{Z?R}-dz*cVEzm^L7_%Sm8 zd~HVKjt$0C67>@@_M-3gY3_|dZ+#O}OMjC1v@q(-Z$rep4z#)?p=wEncte~hI2Yjo zc0$Jof0lJDwRt6&k7<*qNy58$6XT*N>~q@y?rd3*Ja(Lu&CivFHHCx$+@63+F3kAF z%O2vpYIe2hu3od1n9TOCP_2!MoVB=qg-EZP=iU;-EM`WDo@=R=(KMZ`BI=YvWy0dzN#P zfZN})HqXF%E+ujD@AU3vr|+N6XMZ*ScnTIRvd2$04^`(vs{Fj`_!zFFe05OLTHkOf z6ZIxTH;q&vw7+mxY@C1!BK!z+MRCqFo@*(qs2YjRG%WeBr5vGZnKE@GbdgG>$%r#c zDD}y0s*?LxU~H-jTCre_d5}ssWLOQc$97lr?@7;#UOsWP8u?eknLX+KfjX|C8Va`{ zPc($M+)QI%RGybNJ9;@7=MD3RHdUe~QP`#ZW0dRwH$&MXAy?5+j9&SI)leeciKmsP zWj0m|9TPZ217tm6liLSxE&K}|$(4|1g=d}rC&$6aXjSRghzPi5;pB zD;Fh-`JoiuP?L64!Yrl5xPsK5%6rY$NY7V%>6hFmnOJM zUC@nambWopobIM;>$L3!`068ukld^e)6d;hbN3bWy?0()?e({0K{15%fYDa4GJVES zmAD*_qg|^96=JCBArgW3kA4PS%8Z23$dmVVEw4o1cd!@^p4rmBMz6{F)bZqL4-Op0 zXFSxlw+amNCjDqHb6mS#O=)eNsy;o{v@8ge`mtE)eNLi5mHD#XbxAMcQr*1mm-RPz zJE{Vtv6Gd)Ukr|4F=Og2aJ-`I%zU~Z#F-Z1x2brb`%_f<-9m@D;chREB$E#78*?NobI3VDdYg1jm|uPI}s( z&Dz>xEnCejuuL|{G;-#m8*R%LqI2yYHc6XljJWmq-&u_G*Ij{<^7n6 zZSvWJ!R8Z#h4L7l6wZNt;Im{~@=4(RPn=fD7)Q#b9s6iEujW(&zp=5n(A8)Rn#0Yq z!3WF}_Vc2qOS;SoywnE0Nq|3}nCBHA-pd>1eLYt7k15qv@4Z*WI2&Mai!U++4VfY% zLIBiV!}U;7Vs#H!yO62LrYuOum`f*8GJFGCP*scn1~E6zzz*hL6di3L=McqA7FxI} zxnA34Kmy>3vdFu;PDGt``{jEzf8#gH%nOuUIK)s?WepkX`^Ti<-tLPiP4V>Exy!mQ z&m(=h$IQ}!6~OP0xg@|VFd5XPBCCel)Uq^73kfn}DR}g5x-jl8om`}REuWaTXI-y! z74|G(Vm0)j9sc{fE_VNkLo6H5dSKQb#wsJ-I?qM}6)*%R$$W}X4>96FZmbi|Kp<}c z+*R0(^sVfJ3=a&%l(Xoswi2|>+`k}HUgfSN@!g6X^& zljOiG9Ei37&UD}bnb}D+0uLArtCVIgW^iR;g@#cLb*H8U@haM!t5tLld#6r>y}(AO zB#5@7R>B#;w^h{8q_eI(8Mx}E?C05yTAKh#9~d;+0vVk>9nVl{e9xc7w%kf^V-C=R zh9B&{?AzzU5o!@6d1L+aPYTsf9G*B8?8?+Z$Ad1W#Xi|( zVS%~*Rr&+lz~gSpnfxSTDto$j-%R}U&rq^kd2NU^otfJP-y;Hk*olL}gr8oC%rZZG z&wCxdvahQAcC~NL&)J9fB#iydT;ND7iWn_;z_ZOq_3sZ;cUSVPu}zC+ooXq^Knxb; z3!=7!rC|h0A3*v^!VE(}Qr7uo!WoSnJxI3p4xp88BlNLumSSB#!)h;qfheg$Ivgk? zH=q%KEpWCOd6@3TgI@trQ_#^#VLK=zop8=tC;61UoI2iRFdHAm;0(zldjg; z@!fouhMs8z#oSv9^+^Sa!f3~h(g(?rokMBP&j-R*raL4+x46L}oH)rV4%ByW>JzLG z%+rFRg~y~LHUh}3{kD4`FzL7S!j#|G{?=<5Fy6VBPSKGr;`CVI(GwqKCmi&atjU|m zpm4Vw`}yXTGHNva&wxX|;wYj3=U#&PET+6E#ch0*hi`Q;Tnv7KgGq!xh*_2(&Q*!$ zuEK$FL$i^y6|pBIk)X4DAYZH{(2KwH7+by1EowBf_`QR*Sb|gTlBhFUW{2;(sSzQQAEe-eeLJ`h z4gLgsow_uvt1RC^-q+I`L*p*T%iMD{7^KJ~J+ePN+xIAO@ELV*Gu|!jL2*ZeGGz+J zwN_5z{ZN?`Aun6CUT9A7igu=n05Iw^A`C%ugIa!V-3UwE)#&{(Y=>va@xoazbkDwJ z2GOk&$C`Q(4IeMv(4e;B5j^;jf5sYo9c^!Fxo!%Px_BUmQ;8BUT7 zX$#TX0Ax`8Ef!4uJSHfb2J+|`qQZAxMR~%p%Nk3sg%>BJqW;$q0a59RfQJrL6cSJX zK!(W){uOw!?#zTh8jOt^l2q$t_}&iFEFG5EY9?Y^TLS8()Xw! z!_{%+01t9$~PU;Rs4^3t0y-`E_ zjW8jx+vy-V;H&t$re8=p-{&?V748T_IY;gS_7Zw*IqG^1G?-Q!EG4Wimi!|p4N4?_>IQ)ClLqp3BkWv$ zJmX~6uLtOSB4Uc}2y$?ef%A2Se9X(UTsm)NAFD5I#oD*Q6U3$hDr?v|h8+h*YV7M0 zq)zLZr|ty57v7iJ^=Waj#Kjz6$v5tqK|dMC8U`=4#lErh>WcJRceZ0y8`w|R0VbMO zDk0TLQ2~NV1P5>hct7-BVCroaXE}NVqG(kJOWhSd##eB%)mwzV;foVm_!$91T@+C+ zwsKT#;#b{Y>uaCO6XWTo>_Er-oGmCCmRH>?Ti~H~w{wMVVV=%Np8%HJklJcNRCTNC zp|P4!^1Cc`AvX|_y~I*${k~%3OMzEk8DK(}oEo;eSUkf$;jD4{_w&gwQHp1t*Qy{iCdzFjd`)QY-s1Isn!p@k3@BGaBdS7*0k)7*KCT;J!tEk#U zL*&~~x-XNdLFDn2 zaAN_D{jh$*PwG0}=nR)6FE{j)uf6|(MI*wti!1;*wA-ioS>*+7YPvp300vtJ)xS5V zvTzrhXkn%AZu=R24mr1DZ+xWVhO~sCr^*m4oe4gV$%pRU3c$QyA|4YLzINac3R4`y?y++D2T81TCIe03 zmXGoo5YicL04L+%3VF8k5Pv-WU8QwAYVMOV(&S2vSTk;;gK`SP)cG7d?vdu>Q`8HyVl7x zXM3)Ak+&~K*ujxb8KGqWi*~J zNJEvK)7Rh7Gs&BHNexVtH2Bj{Ozw`iEexhq%JMd;wAAFT{$8{$;Y4kX?DGzXyx*2*e))|Xp*qo#Cot7%Sr(}R|N zV~=q3g97kpPDpWlIBN@d<#&EAN3qNzd?O~YOTjP?%fa_io8kc(VtI5_v=G6OJ;}I3 zldYX{B&$=7i)Bx^!qV3yBbAZbjmEd)>*Asz*RRt08k-#1k^L*uDnhs=yrjSCT0Q0^ zZ0+vLh#GDysKAH};^)k1i#MY+_(xR7Ka9-UW14@B;SRU}A&%?Lo0sG^r95*6711V% z;0n$X3+M3{LHAP2d;Asarh47f^|S&MQKGIpkV+HT{*kPmv@7XGdjVbS$Cj?Bk)%iC zzSUKC5Z`q+vz}^0Q+pG$GsV_Vu3Ad291T#6$Km%5My8WLBvH%Dk5#~#{xHJ$Xk@6n zakV&cj{rStti!@Z+d7rhu1`jWC0c0?%Qawb#TRe z9mxP^^sT@o1(Bz9`bO!~x7?!T;LggFUMHEOelyjzvTn-w8s|%#*TlTz7?cWvlx=gl zs?js=6hM4-r(@zu2Tk7)4?CIOq!rcQIU67=K=Iw@aYmCoWgucQ`7rXIk^HWK#^obQ ztio);1Mif0x{R@))59pl=krPBN>x~vjc7)h5<6`) z(l;=ahDHzp8Xn&RvRVC@z)9N1e@} zL}A_XYoq1$#`sn0AB2bsB1842bL78U!;f44Ae=U)5?$oSo7zN-HV$D?m!f0~8hQh? zqJOLW7MhHuRxMdET#}PqXZgve(a_5&xH?FD{sH7@IPC93trf<@rPv^>MUgeUExXXM zaYvR`z^SWSpm;#or6a2Ql(oif{I&} zUM7wMQTPfU=`SjmW4~^*#vDxsGwa@jHYGzEA$IV)HZaUQ4fL?h6G+VeI_XCxn8Vu=3lFUjD+^L>B^saZ`bj3 zr`5(?Af(&dRK69b=21<1k3X`jpb`KlSrr@mUqYg>7FEAV6%^QR*6o#bKDG`6YgG>< z$%yR${Kzz{h9&N#gM@bU7$5BfKxCBhVnv>}fAhj76`El-snut6p6S1rWtON}bS(z_ zkMk=S1P=uS`i-c=ddBu!3reh-(o<4D#=62HNoZnEuZYufRb=hH5Gr}6fa>(`;){>n zsP(*Q$Oe9>i69PP)2Ou1InH9s+8b4~UPSYvpKeb#PGdB-uwt!+_LUOVcMCjv5h62C z1u4C;w`s<=+#q+ztd_KeHtl$I$f@WGgr7E7Hg_ zhYZ}CPO*8Ya3Gwb%`MdF569Dw+=v`*L33x0wf=}iF14)UZU;F8#NWJ$oki`m1SDp! zY0;YStSXa?zf(asH)Hu=sY23a8z7wclfGKH)Ad(%_5z*vTA4TG-GUYdwP)mITRb#3 znn0hu4@-yokN4vbrg4Gj;RALpLwQ_r6sWLMe*5YpiYB+Y@MKm99Q) zIh!^sK|mc|I4*Jr1ZS;n;obQjYj|n9%&+$^h>+Vm?sQ_ouU@NgH2T?=M!^(@uWQX{pV#`18Kr)R zjNdj^51p$=S%6wR@-3EN!Wfuz2m5 zvsp}85qA;iSg&}98VIgyV=+-}_I?lPZG|J7Gqb(s&%vWMIaZ<{n!|O?ZSwZRE#Feh zTA*_jw4z*2S%AtZu}}DEdP;x95&J~Ry$+pRcMRXFoB}RT5TR*Qm)SIzO{4ZrMp8fO z6&XD}P<31l-gj2_LBf}|`}dKkkhq zBn7mpKC%>FN#{n0M z&09k?m0QW!v|}%@nE@`7po)0tsL>^B#3fsdOS*qVNIuE=hkLN&2Qr`&Dk1=>(0J=| zrao%_UJ=;(gR_;dtn9&bC**q47wkjJevd_qsp)INfJo9BXtF} z5i%%|pW4m#2%;HRhmksVb#Qk6+MGTaT>t*T{rTi=Gj@wZ`~@+YW9w#+%tm*WH$}0_ zTy2!<92_vl`XkA2HponKOA;(-($j9yT6qyh@xGxE%o}WPO`jkuM}Z)T?Nd3rnrRBf zU5l*RV~w{S-H!H>4N+Ha=wL5hMNQZ^PPDqlSmR#vcdt=+oAAckk~FLWXYlS@^E<0D z1TZI{-z^uLD{=bij-=-pDvXVLo4kX={H)adXlvRQ&W;jXp8fCy=jWYi&cmeWeMt%v z3S)kjo*1J^7 z?L%#|`GKs_#w&7uPR+g!qifMW2*30oB@zdqK8N;>UPqMdvE7Hdc7*IfqNEJ#q0%bZ z&cYZ|SKd*Stzcp?FQqg$a^EC4l47B3$GhoIbTcRKe#c!xhJYEABi|r|vxi2E0lN@d za#^E0ch`@d_L0VgVX#(U!e7CUx?@)pY+Co7lpQ2e`b)1E8#;D+1-Qd*_vb#*{-R$! zw19hb{z5}Ek&(M{+`Nx7Mu0R{fOv0qNYM(URO8-6&a1@X)@+_biB7Of-~yU`4MXoX zBS^e=4xUs!=k5@4kP+6>cjHXiSCk-?b3iuDtiNs!o)BKdDK;2(EVtG?hS*TA{xXjI z%0R7{OE`WqjMl{^)@~Sb(yEOd4K08?+ z;M_UOgeT)ndLK|#88bd!m6@o$yuv%CdEnew+apM__f_8bRz$yOyHhEGM>f;!@KDNx8!2FyI=ogdQ~;HL34z4 zf79_V_4(9G>3=sB-76yt|7O@y>bNk}cr#bG8^g!S{)=#ZIVDU_c&;VX90h{HqL2&a z3!yLepqM{WJ(azteI!HF5_9zn-)PApvr(}&!YNLpN%bv6_#)drvU*Jpzt(L#W`_`* z7~rJ*gn&X6k$V|dkW-h46ruwk?v4kT<(9cf-KgeSbl3_r&TF+2_>loYv5T)r{~#3E z(3N4Wu=XlrtJH^Su?Y^r&neO(kCt?db4h8S^#HGJd`o;c!u9M_w({r68Mdu#PnY?% zrqTgvnUFH7%&k}@2@(L*TdlM3eH#xi2C$pEh0TCj;vM$e&7h5yKH+ zNb~U10;ze~zrHeNnv(-anIt1*T5w1Kf3J82dGb3j%Tf;`Ga_4!w1}4c^tuwm@(7v* zKjc+^qU{{-nTsr{td;m_Erm|Cn`z9(ka9%RAQX$+Px-y^uL(qL2EK7@+)tU#bJAj@ z*rTD!q|nPdp5*oa^k+Oav@xP_os^wg@cx2M#`t`MtJje}0FKdOI#09gm9inxDNZg) z>iB-O_k%VA1O*?Di@LVwd~S7bduHw90Fz{yZfpA!qcx%WQ_RETBlm$BgES%H0Neq1t}z&WXw zQ=zwm>T3ynnN=N3@ntFq=tLOEvwCM)uwXFo}ALY^FGgK zfi;0%M#00#ofncazPz0ilxu%avh{K9E?llcB+<0)N_so9_)7L~%clz|b)QhIC?u<8 zkSW#t%PLHZG@9DwLq>vom^@M7pq9T(>n^FGAK?WJ#0eu0HA;aE%la5f_y>0O!evat z^XDvp^QkY+C##*bQ}g$J^!2afEkj@0Bn=mwf7i^5#>Nh`rJL0iPV+eBw{i3`V+V;Q zRY3x5_})5|`E4-*Ucc3CW!>5^$4R9$t9ni~auHm;y_ZLjql(7&#j##lkuXJzx5tN4 zfzdlZhz7${J0oIYav=jVRJ1`?e3XYljyHLyJSM9;zD?R2+J?gF_T+6py6x8!95bNdJ3y=;*zUsZkj zG!2u$?xjV9Jr&gIf`xTp0C!(v@TnQFg=W@G<-FMGrI}SMZC>;@Xw8$OdYd?QpEJk_ z;f4lY7*78KjcZcJup=TpIDZdLr(Q)}K#-9YA3^0_I|o3jhY6)fHh<32Jk6`cBya4E zZ%V3gLY*Vkp*Qm;;1MFxJ!hpVIf0AD)gwRdmd4~Ho!=w%OmUyT53k6+V8y~mrSlNV zb^nnJ&yp3RN*h;uz%N0RQh*s6Io?7^FC6BmAyUxtn<2k6uIS%{_>AoCXX}{1+o3+G zZ^zqQM`Sa-&2p41?Yj9@e|lRkFkAXOw<2=>A|tt{ue~qUSyt>K8$Et6-<|pq?|gSs zrQl}GbFhdlu~4FDVBeW_u8`!M^5V1jxi1LKddfkr8|cdf@zwr|>)!XuIMX3!^_u35 zt%X~ZACqw)uq%Qbc(IbR^?-B~Z)EH0y~W0H5)>&r($#@yq^`di;UoCfwTdpkc5S>= zSmrz3DGl;RL{QV&gqSGo$YzStI;n=$3+Jej!G@Ehl2#hhiF(#vH*|Kh(^A38Voe&* zmH^)QYWh5c_yz;B9NpFe1$!4%@w4q8gfATwW=c61m^&~0IO8>0Jg2%G*8$_=MSF859Q($s2{pYvsD$@ZEedAk7-QgT{ z8-Kjj_522f%X0J`gjP3l1dtqWp81DmeesfeZ`Aeil#u{I&;;kWb#~zg-HzD4l!VdC zpz*@wDq}rQqBJv_F&%2-5G22E*Z9$R=T%<2E;Uq_@5`@ztY>W@ws~Fg)2e3i?pU^j zI)k<~6UsgSYzHgl+#Pqmlq&Y@cqJ5zwA8IYHry>?Bqe!oJ`QFwC7U#!3_Zzbl%}fv zM@3lvW{Vw7SvQl!5%@{Vz`O*D%o1O2Vx-;7jriKh2~5tNpuA&~Hcj8$+R{1wDbTk> zng>ikf{5i4lj;8GaaU?RX0`s#M<-YNQ@(T|)9~IJla3@EjkSC%8{ZHKrMKe|?wIl0 zv20RmN(@V8>`kj|7x25`Yrjhs#@J{V=HToMaKVoI_sSQ+?PmtDt0)UJGUqs45Ly-grMBqsQjeKwieGa;#Q zE`k6R0|?E2qOJ;JTlj3N_PJ@1kGox#ZM%(@-a+v77&-5T8s-Y;bu=uGIzj*mjW!_~ zkI~UyOzcids7eSE&H*-)H61wRth?5i%GT)(o^p2yWhv`}KqMuS`fgm0txT65&@Z}G zqu(nj@!k|s{`PpOlN>+Uh^a)9H4Ytz1db2}>4_5m90+@ea9WhI&Q{(pDgpv(F|R8N zu`e?pJ@qY!4b%GFR$Ms#mXo-ZU7vREBMjitAm<*IJZN!mdF#pNppWM1Q-^v-B@)OC z$fkoy02O6aPrEj_5AtI|;THKSlyv%muoUpi+llvh<*Y~cq|4KD(9XsR)0VBW2s|M%xlo}{%$%C#KOY}X z9wtON2~U09mJfe1!BFuX%45dK{Lsf(Q~4rR?wh@CK<{FiL#v>MfJQ@1b#{`oa~65n zLH_1vB>U-YdugB6s)89YSTjY`)C7Z=!8u2*)LVn{oyUaodyg^~J++g99%0YK8nWGJ zzbi@Qb%RYRyUfEXR|@pdvkra%8>|Rdl=u?N5v85MF%?uN#N*kPO4`ct_wm986zf}h zg~{=CuH1R5Q`{dAo@3_AG+1aOe-n7Vcbmwol~odcz8i$;RV@riPX7-l1`fN`MPS4s z(!D!_sLDvB$Sf23`_?LneFC>5>Z#6e)w(pZP+S=+a6qe|B}=#ml{zb_QHqRsj`W)j zViKoJMb(*I&W8HsU{7jKWjY}`zoWa!!$-~BLfCw?EAQ2ptpIOAMk`8zowA6%v$I>W zakuHhly%d3XO;o64CmClWEC$b=N$hk*PuF{n4e#vmjP^NY>x;h*O{-xl(|)PGsR3p z#pgrS=%_4*X>UxdMu0Y{tC(-b$KZ3&di}RAC)U?d-)wiSa31k(vTL2#ZX+@f2K|)4 zuOFoUL4cQQi}iw7btTzdO1D$L?W{-M_Fz|H0`7(oUInV;_Q2%knr{po@JhrEuPR4n zKkcx}%;iebL|QIcu!S=@pJK*G{u(^ zjy721>&N|O1vu+r4aj|dDX7UK@)dKFvWW9L2Ki;*8py2cOrYbTUkpg_DoB?hu3ka6 z7I|}fvHddMzeNL}jtk@bnxq~xjd5?5IbzleY< zRyTfoMe3M5SrUEwo=atP&!|Fxdvt2N#MN$39H|z&@iB^#SWO5)MHQr!XskRpG<`~ zRZtZ1on?HeATM}&P1bw}X$g}U{&daoyB8(eD?Z2{S--L^9BOx{=WJDId49=L#*+YB z{4}x!LAU`uJOT7^cJc(C6`K;>Z8;2j!DP(1GKeUCg557CGDCHFE+>$v(qAJ)9Y;;g zDEuSc-e$oM3#f@!xH;P=R)tXcRy&|x>HIs{gQ3B_!$mYZJrZKHNZ%*xL}^!u_&u78GEzA(WJxy@Depf}g!N!rUZ>1P}f=YjUW0Fa^-`ByBv9iJYaNS>O_mx(} zNA99{vkSuT9P}lN^Eh*NH)3zsf$1j8MoB=$g#imDapRuT3pSjq4Nsqt?zq^aE=v?F zw{QObfmnNt-{r9z-MoPrAwFn`>u8{vQ>?pOOy&Ipv0mX`ZKV6Je&U0cl)b5-?m;rY zn+ISfd8nU_^9%Sb!-_`ihA3<=n_h+z3pQF>PaAe|=1_po*(6?QI(tDm(W!gD>+BuH@I1@of*+t(C#4X>JaG?Op zwtOio3MHS-NlHe6`r_!1eaR!z3x*Y%`GACE4iBs>^#WRaU`eZm)-F zL<(ZQGi{SBykT*YxZRuo!%z;U*6TVTaW1s6AtQQzpZ^a6{a@}Jl=vHC42rF%g{5N+ zS5{FRr2%=J#eF-C@C_M2nEF!iQ27(<>7wR1(ZZYk22Xwj+)4!D@CGDeUrT~AIDzQ@ z5{Fb3et1SlEHU2!%~ZIUqhe{rH8#0@hX&POkvH;!7L-A3c4l~76%1Ivas{?<51}yD zs?vZ4?zC_IKWSV=H+okpXKK;ku)=@N3g=xT!g!=gnaY=F0w`l#nZkhV$WNEU=8|o7 zHHt<=@@`ZNE^#s?=bLIRrDWXZ3jN9;IWx<;u*r$KGJ(5ZO{4ydlNJ$S@=7ZbSZku$ z!Wg4oE-%MFuJj8D4RyuoQ#dqC*PE&06F>vpiV=gC^idEVzGv>@ z=ing8p>oNbojv2-$Q{2`_nlI z)A{p+%y3cNweQI9GTx0?Z>-@`yT^Ra*B5Xm(Je4|HvV`qr&t7WTR0Z`;r*miXPlxp zX&S0lgm%I+S}C?NXjn{QYGwSZFZFu2iA4(gZI5I-yDde_$(a`9fbd+ccPyr<<^JsP z_Ql4sFnYC>th?FBJb7NsZFOk11yDvznJN~lLqqjM`ZXr$^*Ctns?f}jBAIH^$B)P? z^~0UA>!AcqYTh?Slt?F8K&BfNT;KWEW|DMLy&-ku6Xs_ga7aH&H&3~eS@)3uT7t() zhkK3EV)1)Y*7-TBHthh9MUqV_F{W2~ey;S!!e_Qo#7_S zn!smA{afnRMBb3bx+6o1d0Y0xvBnmy&{xY|pGv4WTXd&JAXS{_V?{okOXO=4^=$V3 zhnthmILck~9y&St$~|UPGwUo{`H}Cuclt@?xp8}A*v|6&b~17SyCfcUQ`FRW3L_5d z$8rMf78Je(TNe$$V)8@e?x`VNxRSP1g1$}4b(v{akYWLq%T|ErU5z#-GADB4LdW62 z0>1Q4C%bxrKO>E0VJhQe9ohMWXr`tHpLDPDG_^9TPNGI|+(c zrKlVCUmz2@MDR297l&&yzVSj0^O%}oSv0F$}tU_hy+$X z%Xvxa0daIrC?hBkU=eUrr8(Q@N8P!2x z0e&4;$8SufNc#W8+<&*oRD#9tZ1?zio@4|LX96?D`o>WeExPYbgqy?kWIue(Ax7kG zad|x!i&1%S-hS2*VfA9K9OXURb|^aM}Cp(}XP4Kh%ir-Z}rkJOYjy3pkp-PQF#?mLFxLwA#nD_gvAJG>=cf{XZ&Sy83SXddbO9~hZU$#&77j5w# z@W2b3GUa#BV3$zCY?0H7Gw;tRUI7Wj)V^)-{_GniJXoB0W@5}GBS-^R@ce_ot#MwZ81iRhkh#%H)J%ss zD`FS>U3OGf6?ADA$}EMyD6IUa%=94>@8ofw?U!j@T$4sOw%`!RFB$ZSMFRSXNO0)u z(wvEf0#@ki>JbJb?Zgf|E>&3g3?^S1}(R7bM&bV%~>KO+yd?79A#Uhi3 zV5PRXtw{K^5&~=X-2TKxv4qy-wH2(YYRD%oGrXQDT7Wx_>8qy@qcVEu{oVMa{!+(K zP$;`5#BmVK%|r0GgR|ghpH$W z`K%b&;!2_yUQ!}dRzP6#SbaNIlQN+2D$xN_;Be&2^m%Q_#-|*73Stfm11|bN%6#*Y z;~Rj|~=y4_enrG$H;*ruQjuN8lAynqK1 z=BZ0f1_ZTv!vByAl2j}a$pX^{FHw(q6eVh3zqpc2!6CI6h9g~ zK+8Kw)Dq8%7Q?ckToJ;FnH{EB-d-!DJpZ%yOfb`iZ$t4n5u6OeiMi7hY(sBd9S~Xb z#>EvjzN@$lCT6Q|jOW7)4h}r^ihrE>WSYvqBD__NNcl_lA^1rnFh^I}uMsBsZ~YTr z)(TroUBA#H#W-JPa$_~qUnu=QFfCfve^*Fy|MGLc{^wt<21gmDA5}#MI4Ttj?gl3K ze-?M9Url-(wb!1CaZMdpO{T1g)J%5cZ9%C1A zSKw^w9|ZO}b)+e2_5%o6UG%e;`f<5a?(VzaW)ad(d~g0i*f!B8am(TA@2F9&SHs(J z!gyh><{kX~G4E0{#)%`t-U4QS7ZQ*5YNN{Az{Z|8w=qcGpENZjSr}iR;Elx0FWDl0 zgtLM_wn~#2{WV!ef*h)7gH6z$^QTgW2Ez2o-=4sd-gZ6zmLdVqv0HTMrue=kW(_wi zuJp+74AY5Q{>#Vs0UCpftj<8t8<7AR^b>h$BraY(^usU)RSjKm6gHIK)_#=crrK~< zqouiP*3~T3ePq*|%i+Cc6fWg6w1mDGgo}aP+7i)*RDv7sl;i&of~M@Qwopuv(Sxpy zrUv4cORo!x8S(>u$)C!i58nAZPh?HAgU;_CCM7ije^&|x-;`BE{3-5m|Ae#Fzty(0 z;%?jYhhu8Udnk24nWbGB$m=#=XwWwwacB<3AfF)mlHeSTSLHbw`eI)^zN1%~{k|y? zUPZRn#@ENqfxBaftMAphKuK|WrB(-O<#^&kgubB;XxlMGNsC_4v{D1A z{=Wvme>a;1iiChs{T+q}P&cTI7#(HYGP<=B} zarUpT?|z5zee7tqZ4$6G75nRz9{4}|QHB2vi2f=~T-c9&o0vM3k3Q%|C9;afw( zCHd>f{`4o~w}VE8L5&YjGY65HBuaklta^)1uQoZyN{`sJHDmz-B!>XC$v|gFc0e7a zK?ytr#vG>k7@kaBt$c}k@&b2*b3Of?Rw~V1zw@|{%`jfS9pq)zp{7V4@~AQknr8dz z(?Qz!7Bb*`Rl0gI+045{kvw_=?D^Ilook^H(&YsqL?1kkoG9*>b@q}@n-}k1li5Do zNc#C_B*0GCSK`G{{W_=WBLdX=l)5wL{9Z5dwIr0jEjwrXL8H8iwZ3zV9}pHL;%4mY zUnD$pC-2S53U*`U*c{k*7jc25U zig(0ll4UL(FTv1_-y0`!WUYQNwGfij*S-_BAE*{mSTI}nS6u9K9Rd0P<#}{0ym+{f zXB^{mRxwt>KB*oc7Dt5raf1WP?}<<)@x{ofw5O2kj8+0=2h#h-0GC9GOYCV7ru={J zH~-}q52%dDI3D>jNXqs6W*o?f223Fz<^Bh;`L8bEKR{S~H5DrcM9crELv$I4;RKsT z1U0o873!+Zk%cRZ^O4+FL8HIvdGl;)EAv>vbqCUr0+4da@xx(}qMz8*H>#_O4qsWC zN3D;$738|=#Wq3+={6^lW32OCvaw;nY8hn&(=LyLydxgB5ebrGWi;NyF64(8%I|g= z3UkJhi|Sadl4ih`=Wf(JjzNWN(XdW*eCtHiO0{&x}~DUqXPqwc<8v zJCwu9N&CZw?Kv=j@=jvp@DDYtV{SeATFO=H?V8)Zi53lY#pf^)T)smfJl1ggTSpwH zrTVOwG6somHRu!a9BCe|;^WGaIq0_vUo@sPF~Frn1ySd&;va;!!oxBgC&b;i@R6s2 z#;2zwA)401s10CF5GR6D*-fz~LKW6USyKb|p>vVUmqK@r-ww&h) znR=KJvRH*cyr&CCw)zR}zmQM0#}Ejb#{;S`|$Gi zA)^>`GHn^c{u`w=D;6Q&jaAHw`TNi7dqrg?HwycVXC_n8a-wURC)|7asbZ8tT&Wsl zLrOT;Z4y8-Q|@P$QDQWYfvTq9{dS5SjYFRNRyzP@Y2`h-G?q9(B*POX?_dw zn)zP;afXWSOLRHS4`Ge>q%Xih(!w|GWqS>#O_S`J1DTdFjvWvO$T1+$9zz2-_rtY4 z3RG*=Rj`hsj@jP4Owb#R4%I9w8UUa&y#2SHwSY$UHUaX@OU_%qKhoLUV_8@|vMkL` zPR_w{WI>XbeXBHvk;AHynIY5=EVbhPSK)FDpwgKbSYu|n8Fzl`6K6&;b?>eI!;uLp(+stSM-ab?iYkW`jC1U0-YEs{N3U=p+)I15560v zY|^Ni=zeG`t29Ycm>y0Gmx8Q&-Esp>;iw!4tBbFL<~L(@opbtl#@C5Np84cCLwK9l zdzI~~s3z%m?c22thCe!XeR}o3V?N_`LN|)^b=H>)$U#Dy!`O6%q0O65qK+9h27!ql zxj9R~=MFpi{_EO3cSA+CY>ZY6qXgO1lXR|;oQEAMQd+5HtoJIzn`}GuG$MK?w7%Xr zy|IL}?p(|4toOJT%i?>7D}O;rEp^CRO~2z`zrhqjq+!16SM>jOu726;m(FA=m{{{K_hv*y}?J0k#Kd46&IuP>&giOS%DK_ogpW#^;Dzb76FKPf5mw&`A0?;2% zWKN)`hI|4X>lOT>muiw;#T;`AOZConWOoFpBJoNJmp;=^l3C)?LXb^iZvHwi*>h&o zAeXsX@uVS8u<96apC>4?rvhp?NDi2cPZRPfcN#JLIX-B~XFiYr;G_G3l=R?oD`N$X zi~1<(oid8Y8~)fA#X7u{o0mdSV^cZL2cE~`%oKAyWLytO?Ri6(NqwP6kULyxCA3Tr z&84I|IwzKqDnJCh&_CvcUKA8Us1mMsCjU{I8D^vXS~^ZSz+49L=9}nNu6H2KA~GUQ zWqHtq$06&4%*dycNEq3-edz-0f{hPv*N4T$h}hZD$oTfOb*9gC@FWXAwC0=t1<3@V zj4se%4#EnVK>T|li+#PE3!1FfrLIKza-lKfOBrHSv#IovE2OrL&JzLoh&OObmY7WH{wV00U!1s+fYj z><4zr<~sR7*|J;;+Ct?A^d4v8kF2ii=k;kE4YgJ*Y(MC?7f+8a_z`pq*HZUvkd(sI zbY~83B+SEifGo-Jzy>c!_Pw)qKfojLr^#uj$(CnvDCG6F8)c&CXZwVL@NmS^V9RzS z!t=`_>zOYA4;kY(t6~9V70Wwb(ox=_?#;)Oul@yF;Vr&<6kWQL;&s^ib4TWHJNn&3 zlZ41O@(#HS)rtaM?MkmJ6$7f_hgiseVbDJ*mw$%kQxpHgoc)i?1GEQ7?w>&l2*7_Y zwE|`*f)zu4ERl=^uQHN6m&o+N)TBNJX}Mcw3!2Wyx`Q?6s1z&U$t8jVJU0Sf>_;Ob z(UAEv8e^rX@{v84!AEG%%QEU^dWJn%_@g@L>)w<0c1jF9B7A&ctZd$$uFdK{bFW`=8~1jWVL@#6R=-e-;p)P}HA> zSxtQYKa}GE0CudA-Owi|G#!wXZ9@cjS3#;Tg$=})Cr>^gd1ZGh7VEQwT2 z-e>z6d&0}D&d1yHhS@0_qI*-+S-RJyxQ0#i2C;|}lb#uydKZY86djSAG!riOa?Bzv z)YTpS$Xurwsp1wU-JKc6uYYNWGz4V4h6VB&OAC>LC&R;R-`Qj6RG5e^*k=DAWXt+> zE)0chSVsp%kBjG1<@z#;0jr09B$v3n46sZE1`VSXqvd~w#?!p~FTwVN3xV?QczMEx z_!le!)!~goPQBVkv;lMa!?=#Cf)+VAzi42O6v6ud`g_b)5Z|wuO9;V{DnmOoj{zXW zLJat4L<09iy()y=52F+8v3Qu6r)c;ps=Zba zSi|ka_y=VaN&v$6$wU0q9shYkpyi)h|DPUs{`4eIgA};!zfXepcm6qsnZ2pAi<6m= z-9JSKW9#P_96awR*(v`i3JJaaAVKfO0IaWDn$X%BpMbg(sYF{5;Gay5IareNf3L&?Fz4LptN+mB}U z7Ek|;pPQRcMC3Wfzfb*l?(Z7tg`AYE6bJzU0Td1Vf&Q+8bUt`knS($I3LqwcwjLdX zf`kA<0ZItKA%}$Y&-tkgQhD*8^3w+uTo5vF0*bHbR9^ni^3!!7gwQMys50vBB1jU1 zj*5zgih_=YhW6|kItCX0b1Y0uETWfqIQV456y#*Yq@>Tgj zy`!M#7v|#>V&i(p`E(P6XV0EtVPX+Je@@6rMM}l_fBpK~4#Gu8>_%8cLZAjA;vyj7 zBK++JQ2x zODYa=R6G?UG-@zDXJAY=I*mkS2Z8GNF)f#|Q_wSvSFZ_)i0R(YGcYo}sTvho@KYmypn}-@?LURXXh7}SJyYU zPxV3oA^oRX|6Q~HrCzu|y%3R+k&w}z>V<&l4jf3h$S71Cs4vA;(2T%%)SQ9n_!2SM zl^xG$xKxh`jGe|YUeUf=r#pG7+CMe>e^#-e|5r8p?~47;dM$vkfPsmKi-Zdj1>HP8 z>EHkD!K7K2!KZ2wHp6>YDvcUI{j*|6bRGaBMpIrgAp`AP&*tuOT8dCb>n+VM=*EBF zx}*CA!97z` zcqNdA%UOke`p#~dlil(2zZp;eT?738bw=pRTUPO^Y_D*P>e9IV`jy3wE$I1p!rs;A zG?!akgSQ0|SHuZ5Dv)NGEI-%tko3x^_aP+KRav(1i1{V{^Kv15X%ekofJI2e>jX87 zC!|>3hJjA}hVTmi08iE1a|X@rH2EaBPh=%i=h6Y+!wu(^r97=DOCK*Y!R8BoweuYV zB3~2dd;{UuPW%`g_#v}3x4O(;qe^V5puFsR_irW+F|weT8tl3Aoj$aDk;ZdO{dx_p z80i6yAVG?qM}qBJAAqG{m>hutlWbW@)cd5DPoy=(-HUEQh{WAAWYdCgZ}o(9Mt!fUV)TEhSz?P@b)yw^%qoL1aaH3q$0i}6qbuPiK_v*DDFMEo4bw;rBuX-< zf(X935u;OlPXCL%$Ktq4_V}@3)nbZv3iAA``&UCO(JxNUhyFNvZWD#4i=deLeEuG3 zJ5YUHILe?QRyDb9BkgUhf|lQxNNj0>jhRBY;P0=bTSFt7iqm+CGX;|c3pDXJ(INDa zoJ(#yne9`l@GtK&aj`}+^pe+SZ`E-KEsxmV+6~fHK3?Glrd7~n_Qpw{kjB1`dBMvg z0-mIW@j=1CJ=SqmX&BWyIj_z-#;zScaO$oo2?BMA+=m84jve=3va%MpBC2 zCK~;+kz~z3qo71a%7mN*A~HpcUmf@ZSH3Fe5%#D27vItk<1%?X;(0&%4CQRExziIE z-ScMczS<45LX!Fm>Uo9jkE?l6n0n`tfgp!q3_^};M{M=iy#8$B{OW)o@)Dta-zM?+ zD7gIKUYk@P9*goz(h90%%os+)?3aXb>s+0&qeqf!_dEIzT#7&J?fLo1P~0nj^Ple= zeOhzD_^qs;{+cvWcy~l>J?XT9I(KPvb3|M2a6j~v#QPhq?3e&ddF<*aKR62M1%QMMV zZ<~fbCPxxd;*pB{S~Bb|y?`Ef49<+}13mKk^y7rV}+4@>-S1^xeC5n#Sz$1M3{XuH0MhLn0>|45#4 zfVH4EOe0OcqaN59Gli#@5d^N#CWXC>v{^oX<}{&OH_@xmg#^Nj#TkPMk)Zm_+mV@)u9Ht>fTi;_i*>;C=f#Og|ByDz{H`j+*I` zRQKu(Qun9JyfhSx$lWNZ-1~0Q<&NQi1y=Wk>|68eCAY%2$zppm~*_eH{sN8iz!BULH&m5!4c${?_iR@tGE38 zfFO;Gjea@os8TopvGL?^!-^obQTCMs-$kvFr#04{k3k}h!1GFvk|N-c863Y$r9 zl`3|uU+?#xa*vMUF1PsCv_|OHofy2La*DtsKuJ`JkK})>{ndc9g;c?JAPcrldXbRG zx2Z|k9gYqdu*zv(IqGy%BbnWa^;Fp(I1$~Pyfbi=%ESq}UjgWAr0iIVXr#_j6%GSc zEz-GvK^6&9EY~5g;Sru3XIDuNnUA%m4~2Q%GI92hBL3$gYpziEBA>+JM(fJ)9M*Q+F8!7nh@IRz){eoa`Nh zd@O~))%r!j`Ysoe!r`KD7C~cxHA0#_w5~hRvQY^ z1;Q-_e4{>(2^+vpnVPBkse_77C|tpfVo>hMFQrF)!&dS+LL1=>74Mh+wZr~z&#gJm zr3*N>mduOq;5NE_1%4_iYCDUfWuBh{YkH=*x7au_60tNi*x8}ay4 zt;tcm8)C*p1|nS8?{*b(-Wgr*v0b(tQ~ZK>k|>xGa}qcD*+7XNv67-ACY$Xxp&c!e zPE+`1w9a4r4|9J$teIaO^1!U`QN9_No=S~8R(w_~OBwu!lap({q%`P~-!3Tj8Ic~| zDjCkYR(%FRwfx6LqC_C5&~dt0-9eGGOh^%7C^XBX=9^O8Y=qHuUDNz-b!nZH+vecD+BxhxcqFENNvH-<#&Yz=>-A80#Q5q)skcfnMq(mX6geM z=4kN)J(pXd4AREfPqJ?&mw#)J844q2em2qVtcv&4emOTr+Z;kjlgG{JGuDcEasWWl zWo4XeYt{A=%t55mk;qpc{L94i^j?1{;c<)9x)L6RDUS5IO>E74U~tE7A-9q0)rg(P zjBAwY71<~(P89q>h*-L#(4wEur~R5Ddf0+Hi~5=#H1%h=9xd%LL5F8KW?J%v@QE5# zFZ!cvm?RtP&j#uG1ovJTc0o45R#V~uvu^B){-QC+f+kyt-1qBEk5|80uXie3NNs&< znl+-QP{p6H^YAYyF`Vo4j{FPppKO&6^QjUVZv6ODrdrC+_?aPT08|m>g*}>>0FHWj zj%15ws_+^OUTypug`UYG+WkfY7{4yAhF9W!T)bb-_GXZxlQh!lD8Ng}Ra>6LW2c;A z6ok-DgGBqNciw)W&rO|XACUnqmjV-C^dUua>|}1OG*EuNMd4CNB03l4 zoTt5eN@-p0NIjJMT?7|Gyj0_#MPT6rv-iCD9^s1vO(BvnW=hiF2Y-RR0*HIfu!(Nt z87slA0JO8u?)7lcdbf3M-2~1Vv>vXf{udN#U&fN#B4Gf)I!U3I_o+iJdDN6lu)`V3 zF#d7%{Tr`S5ROPAvR?TYYOG4lqXm!^+H4= zdhjH#9k5*RNxap=ie-#>9k>_CaSl)2J>SXLShNjS{V;N2FYT8Z%G_7FTC>e>e$hCz z<33!lnv0@q13_tDi)=S(6G`Wav}p`CdS?_J3KPnh-X^EjM$O?oWMo{>ty~^?Vln2s z5-uq`-mXew?O}*OnHv~GHli2~BW3tHq>EUE-1GkZGPr_ z{jl(YghP}`ypQ>DOc>|4jrG8xRI-8~;>aHU@S-CHO_aGR*R|#ctH#cu#(_UIvoCr$ zrI`uL?^6D(DtTq-ml5e_caVl>SFo^JA{F^39dhhFD$$(WgU^Ru*CFEI78ny@%&bt5 zcj~tCl|AG};az55^x}}B08Qmy$D?a{@y?imF?DkE{fPjK$$RaR5@0ti(`%mhC3?~K zN?AmT266$txhQv<)Qnv?-IzFH=$nt>wXmXL5*Ljk+ui9o42?;)+pM>UvNad$aEI~f zZDRY6NYDIi(k4eQFgG0E<^dTN_A~io!H&x?+hhAowc`(o*!Yp*`5cphw_Y*Ymug(g z!&YxLIi+iTIyxwQ8u*0_({N{x%Nv?gF|CUAbWlyjwEMJXEA;RHD3aYWS1SXusye+4 zu1S8RTjDiVc&gyZOBB^&X`uw$V@EzRu0!VHU~&!q&h&uTXHcbloY~5KYo;CynZ2@Q z(IP2cfR)XG}sIm*d`*PM7r-Q&?x8@>TY=YK&|rak| z{$6=4X{Se*uAyiw#N`{QE2NU8)QANm#atKk9^{-)U z@3Q3%1~@7;BCEx(WyX_x69-{ql*<@9>0Jr`1>q>!szboh&`h{kxWMlOyAoYbO^zVx zWpLM9ATcg&7Ja-frG!K}ehbxZSlP2b7^HJU0SNw=tQ?%&=-Pdekw9jY5 zPL&4CR>e7q*w`z%7neJ;$G7Tt3bF}Qkcbg<{f=HGd+^xFEk==AWnLsy>0ztXl)NP7 zNTUOLC@VAiz}|aCp|wABdTYxK+F}uSa0~fVrz&ZdUm7bP+I#biK2g}8OK*hNl)H$h z&{&?HGp_m<>#VRyE!>YT)Kf^X2t{fzV5o8D+Rs11br3947^^?f%+fI=v+6ktvVS!6 zGHC^{KFDfF8eoE{GT)Gd6&yY^ywjs#Tys%NmlLFMRSQdRzf5yNq>iBLS19&0_OYko-6Uh%(u zy>sM>&nt%>%MK3=gqj>Yau5Hx!p5Bw^!#>Db(kC6aVY3V7UA_Ow}@5{L9m_9aSnbD zJ3BD2!hDBy8i1JS%2AFEGIWPU4`=%K*5@8!a;_cL3Udysa%L^fQ~LCHxr0v5A8QL3 zw9CSJWevpO_YZ=Pu6+xfxmY9G@`ZdfMNq%5zn%Y}fiPxkXV_o8iI##_pZY`FHk|l+ zoJU@Hy_jjjFPNmu*cT_RPhP8Z<0BkZJGgc}-^r)4ky5IW%Wbx&en;bt)LAIxo2RRY0$>i{3~%Qs>(Jw2)b?;{rT;5s=+RJU6Eo@0HL%_No+#FdF0xVJH7lX_;Pmx87c+6y!C6KG=<^ zccj&l8RmB*hYdzQb7pGK;=Pe)e0RUQDJExX&+ig!H0j@>-xZbxcpJLFf`kLEN|!%6 zOw`QhEI`IfEl5p}&UT6OCy@rR?2CQA&=1h3H}IK5+h)RSNaA=+t!-J~C=HD`$?Qal zA807PwtkT9k$$=9@WY7}eVs%t;It=O!F-O${XI41qc!-&x=x(z@oRtxI4=H`R z@&(oIhl4!@-A*kA}PS?NI3DBoiBJ2jszMSD4U(43a&yc?PjL^TQyD2Zu@71*BXzl?yH6fcm~ zyhO}h+l&$UV-wNcpJPsUMre0ekipm^J5bpL14C`6Ih=Z7eUNA^vouF#H%hOI9?O*1gBY*T zehXywR?~)Z1Sj%~>I|H)$kKl;?|@^r(We=1*K~!_TM3a`)M`#qzvgk)-KBImyyy|5hcC?ND`2L%2VIl0Mj2FXAa-nZ?&RI`_5rdR_8?yaKg&WQ?qY zx)EUO2>~EnsNcNM<$Z~}98*08lpf&j2#y=00B1;-`!bKGm%5w_4F065qH!2zrljGA zi4J_TGn;vX`Z1TC$Ab^;^ma3i z#XQIUc_QH#dq2Qr<UpV}(G4 zaeQM|%Is@b$AA1$|BF8jsi?h7SX!caV&9IfTq2|qxfmX!|29B~VWD<+b*b=&40Vc$rk$l10heaLN8f3BZhQ_+ zT2SR44&!~b_OQBvbRWJ>q)k{-q(S=P$r@1P(hRGz+V^hz;<8HLSx2?#QplUtzj$L& z<}x!2maD)sB=@-3yKyOZ@4S*{3o$*G8OoD58J9u2P5ncMiGD_jo^#y+yT7U+FRymz zw>TlqZs_{Bk!J-#>y5n?*{)Ze}DFe*hLhO=V8TymDMgJ!l-^uUk4I9Q{a)z;-w z01^!)RfUc$59wwmlY{r3VqbW`t`=;@q{g}iZDZfS<1QOGP2@uZ(Wno6mh_7kq!2fk z1a?;d?t}pjqeukW+pSg`uR-PSD)k?XB_W0MC;=cifDAN6q0=Za0uv^Y(pCu8>*E=A zL^?o=MqERf^Ll*O2XAVKGfc7v&?*o{$$Tpn$4P&uVAxSg@w|~jV%WLC7R7L;tZ%ju ztoua^V38-ZuapiJsqRU0Nf{fLi_>{*TC~+V34|v3TPGp)yJG8_^rnC;Xf3YAdp*d+ z_Z5W^*TX{0KJt-<(qwUeFkfzXJ4pY@go>8*67cAxO-~kXK#AUYF1;#`Mt!^eJR*t7 zot*GR_qjpV6;ejY@RzW4spqEwb02y6DUZRklmSZq@qxpxNBKIVTwlN0$8T0e6K3iK zj*5QXrL=oR356%wbJP!yiboa{US9EC{!uTt8gk~TFE61E;yrkt7F-`GC0vzt=f@AR zmeDZXqPdB7>!Som<%_byN!_|-ENV-?rY zHYjSP7kp+%NMGTnuC%TYa+u30gK2o0Te0hiqo@RzkCS8yhwER)e0d)?mN_We2h6s* z1!Wj(Nc-cF|M9)>-VfcKEGQb^y4=~$&QVm?N@<6eStD*=o>n28@{wjW$e-!!$DZyT zRU?KQaae^gGlfQjn?{&K{H7qeU)HS)e~G9i&!xFS)&WYg%O=jr12fyRgCRjP?0MyV z-}b$m+sAY!BNA(Mz6(5=uf9{2Ac-Z3KO7kiu*|N%plR(}lXr4-FUi3T=Wu??lgKrb z`wy1w8kmEg()ZQzX+ATFknYq>^^_ZQS*Rv9p!#CEe81BvyAX7<(@FW^6K+`E~5cZDCm z5VnX3Qc|3%Q|?RrV&7p14qOGyvACI>jCqGc+~lZgiN%K9A>oJO<>_t>0iRey1+6pp;%IzC<^Wq6aZ; zw-&2x21)CwCwwa`kL_wteR!OxQy`9mv=Nra&aUgtM;&Nlk%)2@{sq1HQG(J;5-a`V zf{&oUC~KEEibJBqIbujO&ucj{4PRI5Dom`9Ziu1E%y|X6+ja7yIV~ZycRY zt-}3puCFCKE?7nM*)GZ~dM`j}>T(Anv{r2ces!ckvGd z+UN@a!0nEC^9{4MBhPiw^=@?#c45$w196{)MQ{z7RhU`cj%SiquXT zX(6o^{cx*kMi_>No`Vz!RqAZmGq%fB^h#)YUtwbAU}Tv%6a6Iu8~{T83yShOjS8>F zzFm5eh@#Hb4&?)adl6gphHe#j*D=my&~E{fiSN7oToYd%x|^yrC(QSbe<1ji{!g@7 zAKE1>wrCS!``LOxz$9+&F|@&JUxZYbWrgk~X=0eTvPf-$!+LX^Xh;Us-@KmZFNhuG z+vtFQQmYe=!x!BJzd<30V^DG+Fs+u(AU%`OGP_y$!`GXvOT3=myf zj>yRMD2R4T$y|=sn(mgi5;`f7m1w)lm?AhwD@k^gV;l*nZ*=Y|)Z{pE5OQ1rL>IS_ zY2hws!?xMl^`73rrssTXQSd`T6S6v&_*$v7qV$Wr&gEwmO#8XP_1WaGiH21oAJLkb z>^qILFb6jhWPePH)rp#WI%lCO{fC?obHZI|gB&6E1ASR#T{pP|(ac)Y0w%7p_$7m{ z{6_2FqcF5|cbpqMKT-u_8S;2O;OuA`ogVV~z?>?va$RntpciFipOv*s$A(JlU+rgn zgh-J+>rgx7(&j~gQCNpLM`IP|B*Bgl9@f*mAyH3@5m zk#dpVuv_0rP1#>z9S`Y7F>9_5YfdGnp(0rj(p$fpx@u1~L`7NtK2`vk@M1*z;ne!D z8WefRFBwsGnilCihPMhxsoUFWB7`N-l8zJxzFGAgLQH=L5FJVs1}w%mnVd_9Lw-itcec!$RO9F`5_D}nsT z(;pb?1@ONPdGp{<3C5TmK-&yJ@Vz}~ie*ui`VUNfeVSUWH#fgP=c6BCXQLa;I?Hx+ zLHw`n$vlwZiv^0;*a0gS z+nJ2~om@sn`}j(eEtPD=4sDS7<>uNsZ08(sAAI7Lj-)l07}7@Nn6eNpKszCe;vSVP zd6oxJY8zrAi$o0Y+v(p&hn*95fS5okPL{wDL+q~k_^A6l)WU{k=#Zk+8s{fO7 zJzbVhuZZ73Y+ZH}-0OS}6?S>WE4ECsxfbL>--tvXnFS8Q5z^RN49gv~r^e?SVehCr zJ0m4MBq9?x^~b~=(+A4>5l8?(5qy&_94;#wo?4qnVY`< z?PU)V>glcf72waB001ex-&@%eQW6S-q4lRlC}ZMdyvEMz`zx%UHK{j*kJ~{q-+fBG zGkx5K&D^I34*tCOI+HXQ%BVU9d1cn&C;;-Wm{Rv%#@5wp*Cxa=M4FHCf2{ut(wg-Q zcpV5asrW1x^hq{{E?_b8VUIv(sFqD_1i7lq(KsgAsQUD5)S%rLoayz$Anx&v%24y` z1D=!qhKy^YwRghF@xS3l zXRr8&9a=gWv_}P{9dx!!m@WM281I>Tm1g5^?le%p5tF#z^#t~jcx5!U17Jzl)6FC~;NrgZXIMkU&b_Y* zMV1bW((DK73M67YtqH`KPlxq{0M zp_!l<5^dueu%Om3E3`>@-dTjufxGFV^ci|XT;%H3RJv-WeS+;4n~YLDXCeeEx)-)_ z8drAwRvhSvc+7FIFB(H&=kznRN@#W?qDnSzVVNZ$-p9~=*i+q`w|mb)^kd}84CmEL zSrTNG5o|GNJ;A7!4`XxcI9+qo3qh;{q&%;8)>7|gxp*M4kp=0RuE!&tj2CWA;KuB` zVkvKnduA2Cmvu*}_Xp(PXPSnQIxkm9wO_5m-Qi&2BJ~Pvsh>Rpm0ROK+<8~tqv*$z zT2#DC9KLH^kHnEHoGCsnjKh-tn1OInGT(U?i`FKR02kES8Vgo2m*>YgT|yXj?(v`x zd*gX8?xtT);G1=aaXDO$&Yb+TQmY(gpo-1!9I0&xS0g;x>I|nfp3T-bgB@ zd<>w+=j@+sWrAfN7D|tB+aT$Lg$A9&M*{fcOU8gv_KbuC|Me=1TUU{x>4R57UUt_{MpRKL}o=xw>&JS%{^ETO;X$iODErR0f zO&=Jy)_8pR@(lZ-e-M=n{a(>?-**pE9}5_G#*Ipxx_)>_OncMPN`nt+k<&%2(~s%A zNnn!agX6yzqxf(AYU6xal9Fa7ew}7IMr=AR%EfgES%kv>D7Z~TNm}NV97jw!_VdV| zjv)3a`Weh`Mt+|S-#2NDh#XCkg;Qi+Q}o>upDB=QXE97O|uLcc$ z7dyRPg5b#qkHL+8XCB3*r zF2?v0c2;jignZIY(TVLv4*f%Y+!C{RozcC-pju@I4=4-D5rt1gh@+dc^}vWQdC+ey z$k0F**?ap8258}1Ye(`@1aPc(*2?wdXSi-gUL)|`b-&CJZ5%R z3;n_L+;jd1QC05*5huB~iSL=I6GqA$97-y~rCuzt^OGVw@jDa{tyx5QH63fO_9A7n z{?cL>$))HDzV*^zeT)!dLhYr)-nvm5X!r7pnwr@|H#OOJ9gj3;|`9yK#S_) zZeyz5&`%P73%LI`oryy~r%2+ak$a!-df{rbyv>S~WJeRFBJ(p=T#D=Ghl%8fG_DAI z@BS$r-OPwm<>#;gKPIKPDlWUP{7s-T@+to95?=7AvA}~hjDE`c;iD(phT-R*1sMB0 z>y0~5SF_85pn`DcU;2e@E~F@Clxbv*P`xc|k5Mvrh7!d2virH@1hc&WKZkXsE%Gnm zYxj+`ET)$PNnS4(d&gr5emTj~XFi~`+GOLa*QY#orft@LP)l0nz6prI+JyxVC(3^A`BnA>iHi@=djF!*-A@oj z&v)R?!)@iz6<(P+!@ji;?lBL~mJD+7?aipPbMn6+6@AiUD6MU2BaFnqU6aPw;Z3IN zc2DiM{)L>_MpD>9rP^gGvhB#088T^_NgaPK3x-oed%4q~y8Jifz<@b)dH{gOmt%F; z8!of*xLyyYBtw82tbV;Y(mQ<4>FG+@lFZ4+(m<0Ib@r%WXpsMa-!SNjmqWH>5hQSR zppoA&1i4{q*t>=SCY`~B;rpgZS6bv)H4pvyO(#+H@^8#E?@J>pus*5|@NJ5*gOqV> z-Aghkle=<;sToO7718ue0qePIoGs`^zVaJ5<156t+#_{;Q8M;Dsu0BR3XPAOP2{0_ zrk>M9?XG*_w`r{Dec9BlufVJsvWS*OIzUM)7)julSy-BhIfu?Nb1LzE0*eXu#Xvw~ z8HQ37A1!gv0m~ZY=GNabwrEJS7{mvOL@mBb}w%(5L86saO{@ zN|_xd5ufuiHH~Zwaoz8}=-95h|F~ih#(P_(gamHCD3DW-7w?!)zVwQkFU?JcCZ3Lr zNj;-SBD|sj@<%k!8wq`agLuBixq)ZfiVQu^`^$awqW1fd+Ze>c-661Sdf_IDidyTP z$jT}ZVhJMLor$kk>mb=KMfoRJ8?Nw2vh`m5Y?GHP5ie%iB z1b`3;H|?o+1X^+n)t^VBDcgk04fXutQiaIp>r3f99~Y%b1JBO1+)kXzY-3chJ?naj zjjH7LusAE|AKrYRx~6M6n?yvx@=?szgs+|OHudxiHpDbhf=Z=UKa>8~0xDNVJC1!& z)31{z^JpD1J%KI`bFxpT;!vSjY5xtF&`FPK!xXtBErTNB<}YC>Po&@M{uSjM#D}&h zUt);aDM5|`v3{*eq&Nood60pDLQF1R)#0>^IhEPNt35~>g6^FlF+)0bg6HeBW|0#@ za--g9k&G1bbhO6u@`bIJ^DC;wSsBg%4L!|8`%ao>`aJy+!Ng`YBW;Lq^{B|bzsN=t zE7Qr!Es3e%FZa6jG!WOdb5x%Ox7AYE`*|C)hL*FfZ}fz7P`Y1=&(8P8Oja_5vPn2A zk?$P6KkcvaD*5}_;OL|=#S2vmitjZq-e2C%V4RM1Y3vV!MU&AI+atdOf8>0==tcgs zaHl%OZst8naKOsX+}Mu>Ob52edq=5BWVX!Kx@u>LAmnq{O!5%YDQF3ZN4P&QmQhDE z+6zaRjry2kl2voWgki=(UJ5*b;Kv1ob-gje*LTXXvt0+T#JrRKc!dxl{RNrd@Acc1 zo^0paUqn@vBt?Qiv~YUD$ILP(*S(1-7F)LtZIpjq=LCyB>4*RDR`En{%5Hh z);$SJiM*A1-Q7aAgoaa!LgQdOO%0Kh3Y|zaT#GhRh9E+@pV)L38-Kl{d^=JQ$Tk3(nB>H0MWdn0Bv*1zD<_xohoo zc{b7q@0T)B5axVfdFU?yofe`n{5GNc3|WgmLU#+gK6YLvy8l&Hizz+t8`+33$F6|I zl6s1<$Gd90Hw4Mq7|u21&OmVIsw{^m15z`>#M<4D7u&ZFz$Q>%{004v553*4xHe#5 zb9Ja3;d&VwE%gP37RwEZCWC+9zx9)@t>#2`NxjDz9vYzwKSd<3pE_IWpv8tDW1Mwm zG&5G<7h5(Qq9dqC#>Lo0nC*EhuXI&44r|@1sY>jGefus*ByEATaqLjBEYSmj-`*%h1_Aw@`0c$T?#nCF7 zeQj){rl?wLwdSJO&9u2X)PiuvNTWJyx3;DQ6Sj@zibPcWGz{=;@Miyl%7vdhH?=6T z649ZUhJM5iXq1A9+=rCUY;-^4m8LE-qu_D}!O!;g=7_f|%8-Apud$Xay#EvBBGRDT^wx)>q^z zk!JizFMTq-Gx*M-B1>02OmmBh*>XldYy|D^hQOg{Q>RLWx9YwhCMi>qyVGrt_r3fC0{%Aa&L(`8GP;)juxX-XoMcy@n43uFeu9{i8mGEz$yib%&>tzzZdf+# z4BlA&En#fup59#JU50piNl1Hp|M@u~bW7ixBH;%ZUI#l@(Enb$UReQ z-Sowb>TO`+Wh70UioD&S)ISZ%O~WFu?ftyMIu-eaJl9TG4EotYarLvpu%Coa?zclX zIFN$JzY|rkv;SOyLORmp9*$fRAcaFj50JYHJQ3h3FqBlwlrX1_&)mH-u&Y%69%0E;cnoO8xkn&8#Aiw7n$xn6G< ztL*0?eU3_`PUywALaQhIwvbofGL$|7vHnLfFPAd5)G_a$bBO(8~gl~j>pZ z>OKnITiT0@MK|SU2mwO-q%qgW{N*CLeFFCi@t2iM-~VqF3qHoOb40|nq(2GoEP*Ha}sXqF9u=>zVMprS&)&P z&(Ot(T*?wNXQ$fQ(}sd9qI|HNudjOSJ6uentQl0Jb$mHO&I^dUWTLaLpyaVnt8cPS!9kv3jBu+ieQ*pNC$jz z>R6Q2W!NR>MLQuve_#9Fu+xHksiY_02js+2`a;s%Q|WswFO1cwVVdFiwR#e8MDVY2 zrXs!n!Pa|6v;DYX|54i5s;!n1w5S?wjh4g;)mp8+XAx?vh`mRvr4g%WjnEpg_ugv6 zj@q>ef*7^M`aJpm&iS45{PFzp{y#YsXYoA7*k^Hriif43LMEpc>r z_3_B2p|mpn;xw1w(xY2~@gyocPW0S=fFHZ6zs&0=w{4=+lDvp*ln!`V@;M1{w+P={ zYj3MvS7IP9XDioTAIPK9e7~<(hT)FeUB1dRq$S0m)BQ-Su7-bBCH@y)+9BdNVCfPm#soX|g5}Q^p-GT}_D`-~5}tnwxqY$m?|Ctg?U%$}TG2Kf z0FBRIJljW%#_UaG$GD{gFq%9LvCz=u8cR#r$f5dM#FO8H6Q9*MP;uY+`zY&I)Q;5u zefq*=da4hdt}-o@h=hL-wZ!K$-cUHZV-~3H>Hba@S;&Ap!H1q{ z1y)6EZ7vJX&Ct!q2a_8aCK0=4_qeZ_3EnbtQ)S&=n64uHo8_(jo0CEx>=7P*2u{P91Zlpo7;d=r)#!E@X6ga@Xxg7p<_^ zuf_mJ>1nnQ-N8KTf^VW9?O%_Fz+CHw0Q_g1;pl3e=gH>~{C8E3#hW*yG29nTHr~Jk zmhmi;`}Tf0UDK?qVX$iP@J$LZ|3V(o>>_#c{)^pRjZ@pR!n| z`>&gq_ay!_!NBl#;MwJCTgN}D!cMpU6^JNuiiZIg5h!xzU!2;uIQaN^LZ^h`UV~KO zzn_UAy+i(2W?qAclVfI6mD>A?*M;Ax(t5x)f!3m@`Wrq*{S^TOQ!R4s$H>$P(ly$&XBtTH1iB!YgM${UOw^X-^J~tsP zJSHEwK%7k7d-8L%>D7tBfR1#;!IB4fwZ7+!i(pXXi5Yjj5BU=`jG+gROxNT!q&-%G zj|yg=l46qxZ?1QWzq>Di76PR>Va3m9)qB+G)|l-oW#pM(_tjyOc#%oShDvvjASau58%c1&n?xjtO- z+2O_HnP5SQS9d0rte@90j>J~<=Eu(OrMIaauHDymvCbY`mmjo;O1?S~HVh`^oTPfG z@m_BJSHG&c)T1MYGi~;LaisqM6dPtGYGQU$72s4%icwU5*tNhV^mjI%gCTVv(@aA3R4=P96w8ee+BzcC>kAC{v>BXzyL_?k$S!L3t!;smZVRvt( z7HaL^p{T0=0Et(wYngAi0i|;|-q9rU&=yzm1yWG;fK8MXlDSGfy!zWA_T9d$(6{Qy z+r|;{fCJV-cj_TV2zk;JBtCWRc>a@mz{(3nB5+|yc(j3+fWM324%@eDN@P`$(1TwX zj@roazuy6q)IowQ?3c|{TNxHWV%T9A{6ff}>sZX!W>w>+AN{`HK|(?TaYvB7PJXOp zfm;Z0j~m^r%o(bwxyv!y|0Quqd8bEOBd88^&I#rGUE4hVRf<7s(O0x$dzwy8(hH}J z&HoPoVTms2dFnZ2D&(B$CM6-s;kDB;SC1Eh`Nic&|GQUD$wBVqx%yf3ms2*6eeWb* zp0B>y7xN?30`!#bdfUvHrq)cSe4lu1IOu7i1^O8{bx`FkV{;_4XDTuAi}``~t-%Ka z70l7tVLv9vuJW3M?_x_T9o)J||C0;f;=G*wn?*TMjPWpUP`Gzbk)W~jtFPJ@*_MHU z8}HU25EgpG?*%V;<;+3V_>Q=!wt?j)`_j9GFhm*XkC>=Xw=y8(e4XrBQTh`zomj^X zuR`v3)X6m+5vTS{Xhb>V+g}T^+FD_{l-MG#7<_i9(mD(5{U1yj$EUZzLU|TTeV+dq8tlo+r<*Jl690!W{PMB z7eb`dY{tuGEtx~7f8hs6LAx7TW){L?Qrqm`=sEU=>?>nWY=2B$e2v9;xyu3{WoyZI zi=xCdyvbVRNri<e~Ea!K3lxM4~i}oxh zusXW}JPFMP_a3`7xpJmQtMRg~pwNjD)|HPPi+QOhnV|z6utLT{qM6A&s9(HHW-m#$ zo{cB%cm<9Nh-+Rp9k-`q|JTXYh;k1`O9iSUBq(udeWY_4MH$X|0s!qDh(J}(C~!5J^lPw1HhheZudy867 zFk<;j{g?f>gaR2`lJq}q{{MgcPPXB4%Hx@jjsPkz9?Wum#uHpBF9R4!lO#~qz!w?L<1Y}cG} zx73A%&fl&N_K(E6h6oBh?Xsu52CPwzZZ>++e-=XMN`Ywj_B1+Z1Jd@WkWHpO)9j*T zM)PuC^Puq7&!ijeGjZ*p!fqA3s3)&6%wx#^a(3}N1{ZGO3lYdG>x&-T&s($`&47~= zy|#6ZO&`JnxSd9fwzFei8b8@ z_q+cNYurIN6TkyZ!=RjVNiVpU=_Vl`IVkz6_Xny&|g0xl9e74*rPb zAnOuD77OWwht8V{B<;E<=$XK73an=Ge5QELZz*5wvmRl0NqTSSWl+dT4y(~E0jH$y z^A2RYX1eWz$bCj*)>UtK8ZxG@KAj>k1AX#V_2opPAy$+}X#KmE4ct*s|q zkYW}wTEZHm5Pqu9+`>4~CX{F?XO@avuVg(*xut zzG%7DL2TQoz$^IK)d*%i*spm?9>9vA0;aWpDKMZWpZnwQR}AUgBWPQ zSqM{~Xozfi-$+ZQ?PX^7r|%(CV7^fPNG1-%%>J4F69e8yR;!_9u@rhT_u3aZ>$vhZ z#tsc9%7-c{Dqgl{T$kT`6;9;`<09NBBkR7kqcgqrEK0Nl!B$BiMmAV#MA%M!>1)We zlj7Q4(H<3R(Qhzpt(H^f&<(@^bM)T}a-Q?rC$9-9BwXqnN@2B6f}@llh~b5s<9^_T z+3ow`hgbSo3(lhwd(55%#-?FeTV-Izop9AI@&C$N*S5+yr=xuR$))ijvst?5`A$V zMW|-Gwlqp5z|^)*F%$?O#+Y%r@z*B~2pX-bOe-8huo~!0#^%Zqax3UFlhm;irX)s9 z>|McgNq#61&*riIRVCqRUize=8}R<^Uc4!vJNN=>GANzR__e>xrFhe;M*32Etf6X2 z`1uBQFm6oF2fxll2~8AZuG!~%iHWOL1$9&7(LXk!#d=!9HT(2zClwI>ezSxs`c9TvbzVrv#{p%8aVajGEIGbrLB|39KOxB}> z&l<<@qJ4ACAIHlU6{gu`9Gng33vDWk8tS*anbTOaD0kV94Rcd|8-wNl$6_H8!wVBg z+_=~~Wg6yEL)pJo4sZwDP##P`9_@}snbZE=@${^Yn<~h2?*VuFLPz&r{QVUY2yEou8F=6;TzFknyNC^4TK zbvC3G+eYCz6_YL;s}Sypj5_WceW7nOuJDAdo0UEWLpnSpI!cPI? zQ>MOavYX`tbB7nMTKhLlMn8?d=KV4ID09YL**W9jD%hlV+-q)Av@Iu*l~ORg2Y?3F z58Ay6vbG^b#$oBOZ#}W(e~(ha#lFDeKfe4Q5(~ruj=T*LjnK9 z+SX{>XQR!vtvHD#Kt^2MeNcU@Huef5JZ;s#~EtsUgm zE~Af{g1~SxF<2_5q537keo;HhHR*3Q7agSur$l1UwrT&9hLC#>I7%*!VDdo&hRFEzkD^Zbl3z^6 zrOpU{$|K`p&hTP{*p&J2bKaUnBd=+v_4Bowh&ypgca_@M+6g&IDR;y{`vrxZ+4Mmi z2IXCU{kzd)q-6$vt$L~sJ8@WPzyAM>-2w(61=fcxKi>!m>0bjs)Mtev5-$BSOz;#*}9()%jS(OouXGqh~y+mlYlk$I!*!L zdzP_mbay1C+#>36uE?*b$AFU7rSatHCbf!NFFWgH3?EqF{^4IaG0<(t|CX5vZeKwLd(~ZyAuoI61q0c+!%0!~ENyi)j6jBQmGwC+A>|X(U?Lm#?b-O7 zzd`NZ%__{e_`cvKsA3&#k7Y$!7bTT2Z>;D|6S2mdbeHS7JAL>S*XLrlvxTq`a6rFM zdc6$qmI@%Iv2m2MCEcmm=0Bx~AdxznfmcxJ1$?-hn^^x;mevYwO{1j`XODjAe_~ zd;%J>W-I1f*2r_v*3Lvcn*Ne=Hf0ScQhw`a!+c7KM60Xvb_~q-DZNbSA!+8iNx4Hm zdT>mHI~#+~}X93-?A61Mv=KC7-T1N-wr=;!mn+dQ!5 zG}m{@1)@VkD*QaGl)$*!T~BaPE3+xzaq8WQuN8Wo_a18)YwGiFLUU9lGn^xvTtB&m z>AAGIQEUt^TGC%bkXbuVpG>cA?}Y5T_D0!KLM0Hf!GF)Q_a=&kq<=m~Gt!G@Q zx26n%Sb(i|pxP!4p_e1yoRu~{(sV1a!b96wSKyNx15-9CN?=dk)($1(6YG${Pfx32cg$0+jQS;oqZDF=m_x@nAu^SSF*_M|28UeZp;hiW z01sm}LpDR^;hE?5{P(1kubq^}<{|)_=XS9Y@HD$}5P9RmdN`GUhmW)>+`|Ac}J7djQ5g)O0;0wqWq{~pEgw~7)D6I4{e-U}OK^(!byJpXo ztHNUCu|J{x7%n`6QBskZh}{95kfb|MRzDccM2z}M&x;$l$Gd|5=tBC;*?h3Q<(JAJ zF~Qx@cOce85tBMoYZeG*Q8cK!Ip^BVqW@h&d=m5@fF3axRDb?z?$ZF$e#Q%r`qc<=s!o zIgvp(s^jQRp-&ztpCFC17 z!r+fo1c!f#T*fCS#UJd6Jo&6dbmD88a~Y}#BZU>zUw!N<$>5uNokc(`)#ab|yu34x zqtxbzw_9IF-EjQiq72!U`s=>4Zs1*VarC`kNz(Xen+5A;g&QBQce`AO==L&XjC`|* zfKN?mCK{)*$+&~_p3+vt#a=tamYxQyrQ&$PXx_m`j|wJlDOM3E*Qi`%#yt7+GrU%S zdc;v=@H<5mIl(Vy@k_1ay?s4xn^i_-^PJ?MS4YV zHKSDM!oj2J{GCw=Q;?}kw>xlY%-~*RmiOqC0Co;?5sV|4Mjv=#DPP2uV9qE*!+Uti z8yHRJtLiSzWe)PRGim8Sr2g=2FAUHIAzlS1A`GJr9N(7Jy^`ta@`ZDX{`Be;dU>UFC(hWX_vI-M>xw6i!w=0A^tdS3VQ8Fw;WxmR z>QYt}cy;zc!Qf$KU313P@ybBkMcaP>8V)o9t4P9+6nDI+Nrz4qF=cpl3eCc+nJ68Z zEdHJ?f1R;{KHN$F32~czv!;RdspXMv{c>f-l;bUN-^Ob}=A+C&rpI}v7iWlp=4WnG zov!R#>Iu!?k6cNI#nS9$JA(q}1flh>38Y1%v-pdpHU>BGBW=I@MvyZ&G_Kg@UnLd%y++Vqr@m(EW~<;Zjk9HfD-aqJmZwlNSw+||od-Fb1t(<|ADuX}D_fJwN`CRiSVKbxri{!qvG-@SNEwM7@t z>(#KQ%c_gvC!aI1wHOQx#W(h%5fdyp_df31<)PV1+y!UGyMB(*M4+47*cRXT&j^KE zqP{fUdTF${2@eMG&WSalyx3l3B%r4*Me5l!_czti6MIwWOQ|b;0`#6u)ayS@$zBSCMX|V;qoC?>wWb_CHXfrf zm%nJ(>pO`MuT`NhqyIy#${57jq$1hIOG0u;ycy`E~CTp@` zcR#;4^yo8D?%9OL6uZG}op@+*3N4O2i!fJ74g;@7Pda%kw;}*38L|mK3yx_vmO^B? zR44ZX<8CwbW?=Mpz(*TenjCu{Bqe;Oed6arsXSJ0XAq7S4LP3FBQ@OFM@nmyyu7%0 z?D)zP#=HUk9>B{fSHb~=5^fbb!+p3h!xbTZy8b5jYt?>B=PEm^n3eKUcpPe~%hECF zWIAZ9{=NOIW!-fx^lBsF=LHkOT(t6iL8seXk!0Cyx9S(S^Dlf_{}6wDc|zxF`Ks!x zp1g?v@i4ggCchwJCN6H9ebXW<0yV^ZSSd;hl9 zW#qL1trEVCh?|pPoDT@IV9q9_7w*G5lTGbW#W!A0$eveYrEXZ*90fjBS@BSY5&h%C z&ZEasJjUte)zkvqTlb*e=u3(Xq)v7XpNWF2cstPF1z1kJ3j8Oyots6Q+q10F;kKy6 z2qg7jN9WPalv?9Y-Wd-gv&A+|ymXe#Sa=yvi5aEM?x*v}n6S>hjmccH$SppvM6}{Ytqal*AYiQdb!_(u3~fQXx~SA7<%2b%OswE*YfU9sb6i2u_*f z?8I1U9%w95lQf{X(s!jGPju4`OE%JmpU*T_R?!202AkwCQ{!d#>2Y;~GNxDJ_IDT@ zHYU|d^m@dU->-PApqnpcFJD8tRDL*mF*|h(((-;d;ibCek1*`U+(pQ6A3?Y@!WU+W z;gX*WX7eqXcwD7!ipOY&#_Zp4FqtYWw~O6A@B}fDxW1QoE4=tg%kNpRew>oi zn&Dgs`Yk|1PE5eZ!pDMIbKtR6Nwvs$Zq+PnDi}Zlj%8g8pJ-5jrYEgGV(XJyzfFvr z+Pm`8|8RRI@`1V(ot?kVo%~SGOL5{lQ;}!!m)3@rfcb(W{KfO_+`>8LhJUAIX zO7hAZtST)qQ+@ae!6PDCdTzAtvu(n8>+3ed!-jBnt8b#`nc<0t?N|`0D7Z%0Q2h0M z%VgW$wpm2n=)aAP=_)6KXbX(K9kjPetm<=;e30`sU+g5u${|s&dOY^0XN;gc_u}3R za3Sp~81*&|CxG%@^-&Xl{!&Cz055ZPxEy)JW>Xu_9y6b>(_;M;e6lGkqC6JW^>U;^ zv?fR7zN#3F;Fb?BUOIy2;{5FDVdG=lZXc_mfz{8YtRVUS0J1#3U%m-eRPe+$OP%|} z&dzAj{HBR6jb5-{@!ki+To%elM4U!!J_9=# z|M)7mJ-3g*vGH?_)VMtS`|F))dOcmUTOId5anb}Ri*<3jL}YgHaEO|V-0GF8fnI$z z)MefN1MAV34(F^t!JaqM?3&Q_au`3EL0kj&fuR_Uz-IZP5#_ilyn}{e2#`Alv+yWs znsB%K+F-o|VXYky6m*q^`H6Wvs}q&9dXo5~Cfh$1_@KuO7M_9ON|%~2!jsD!;(+(ynXMSzq01uDEX@w^7t+lI71vmIi~pus zQ{t0NfR}KGu;>{69~N)aV7`oXei zF_n#Ujz%pL7++r0T#XWtjX$0#Z&QpKKhvxmwemo0;0|a;Km9W!oQP#3VB}>BsLrY7A5^j+D~p^IBUXtFEKq8$ifPJcJ4^sWVWSGVyD0Y(ag@5XfM zu8=`z;Q5<8^g-I?S~nqWR^3bi2^-2)rq>5%-U#sheofnu7Et#aBI6ziALANnWT#`P z2`Spi`5oOg!$!HOtZDMQddA5^E5a3Ej?#+1A&UCE(RNrIT>GZh*=te;=?gCb;;Ybp z2gZ6XTW@TV6JEQvseCQ70d*poEEq*e;hRF7Z@#bY$7RL1vC*2j-%#dRAjT*f2K9Re z{M}!nxPpDN8iEhwk--mo3qRbNYDkJX*^kXJrv4B>k%mrVoXS%-QjN^na8n8&FzcE1 zX1ieg-$_JQfOXBewEY4^y6K9BpLPGz>CYkYS86&3>zDZf;B{rQTR_rslj$V1R<aNIM(C7NnQS_*W|FyH&=8J^VJnBgCEczlPzP= zXoKdlwc6;}Dct^wm9E#)b}f1LY&u{6CgV<0lU7>?wvUxL9wNiR;nwU!(kynOmMs6J zjv5OPRFv&b4;egQk*ga56F3ezF%$LQbLvK_Zx*vxB-zl^vH@HnST?K@?(G@vmP_?* zzJ`y|-=5AAWg^Zk zi$@{tP+YT9(QscTXJ>CHd=SFUc^ zw`e$Q7K11h_!m+lbv5-AL!0w9yiAHHo>~cO&c(VB7akPis^2ken!Jh@hSb&aKUA4q z)7>H4D@rCnDj>`QNs16AO8&Fk8K(^P#RKl`YlUPFgD+=m%)7oXdg-D9V6;Q-M(zEN zzge^1GivM`(zcMSF2&6gOFw$ljXM9FSGag1pv9yZI(l(FQB`>zOw-%TNsxug1X*Ju zf5i*i*c>1J%5kX84cU}{o3woP%z1#GcHpZP7BfdwLgy(UVU-k2p9X2}A%-uTwtYP{Wmp@(ObGooqNpej{yLeZqJ2WGhkmf6B_91^kl zP?PCIjX=&-C07&iv=|Td>d$;%Y%P7TpmWbFbNOOcqswfy5*2uz8(BQXZ)qY7nqIry z>1V8@6;$*vwv`8~0y>y*K+aF z^yR7~t>_t!X)b!|XEj!aB!go#2MiT$pBpAcQ&y0?nYR`X>7lp{v-w}A3Bv8|IAF-^ z!6bR6BXW-0DZ9l>Jm1|>|Uy`d_AIldNGetn%WU^_0Twsz3BBX zbJult)UrfYeE?()BS`t}c#hT6!uxsi6k-9hvCvYoOr$H7H1*zBC!UduR!NnWARAOq z*bFQf&n_6*{*CnC3!U++j4l$&mTlv?VZd|AFW<;he+kEuL%QF7I(x!;RCj{Oo;uUREKz#@pV zs8$^adFbJhWHG9E`%KOZXG| zK2gqcrE-6QEba#ark&nTNXs%lk6rdBuv@!)Z|As~iI!_t9aNS*s!6&(G5<{TcqbP9 zA3zHtiwN<#bdq3(BLsY>`fSW@0_PTO{Saer6dW1ftTQ@gmCgD+eZ}AIf3WT4xOp2q zBwgYT7#dMv`$av%53Bwd7=l0fLnp5y(>%>_|fFS+>jT5L@X`=eUFW8!lT$a?5^!7jRq@Mh+1a)g%5CDw#Fc#{X*P9UE{}PZ&OgrVAEDCre z*#Z)r=mcUExI^`A5m|E+#^Je*edj!aP(`g##aZh@xNDaGTGH@yT*-ZwL0uM@`YYb~ zsTamv1GbtylsQ980%s?3x+8t*-#N@@2s|0^;g@k!;6e+yY_Bl?y3=2<1?Ik;Fyltt za)3mw3=7-Y9P+G6};TYXPM@;xei(R#L6O%f`K?j1K_Y2WH(PUa^6 zuf6vH2gHpr@1or=XIt}Jf2^WLZ13Ivrvb5A*K`xrWwkJP`Ns5NZIq0H!>{#PQDvDA zZp770jzkjk$oj<;czK8Ixq{RD2mgG3t#btXz_@ZB1L`yl+Vqd}f!u~%R>hXt& zl%D$GyKQl6rZs>=&T9ON(xpMKKuTTH@3kFMH=JqvHjwJv;y6%XLT(S|!d<#*j+Z@KuTw*V{SMVID zOv2H+`*j!6-7KNi{Kxft>0vA3yQ6Gp2&@UNPLC$(p)f~Af;}*8=a8eu|LAb-*F*ib@i_xpaf+`uSvlILCf$RdN;HSZqM4ggi;&i8ulk3U#K~9Y@DLPAz%R&yCZ*P(0-Na_5{b z)hQlX(K((!D>uuMthp>3N87Q2P z1zv3MGsoYx##W8{j~41cC2E8iO$?O4GVK%ox&x&4M=E`!Am+kfE*yy;HsH+7U7iOS z$Q0Us?7O#;}uNF&LPgdGPh?+ zltjK5pJR;dE<+xbZ7OaHCW5bDSeq0 zlw@G=Wgzjka%;l5D%Olp+?6ZN489)aMu3i{^ zQoWY8{8AFOOP{iqoA4veu*p3R%h%b@;b@@@26#TI*$v<--Z*}=zdU*~k1E#vwf!lN z%A5S$=2S3}1qlnADpjw#ybAdbV1Kz{Q?u9>as!HmuB0?nlR$ArnD;&)4-2jz7V}0w z%6faw-k137{%-w;dZ*0mER%|itzXrIUl4^lt{F_+1*6!$T_qNeWqBB^6Q3Ij6iO`o z2&?P45=Po>EKE*Uu88)#vxMy?J6MBRu~0&d@=}&H=*1)M8}DP>4~Fr%j;J4W{l#1H zk2qD{^F=6I#T-nO`&XuCWj%OO3=4ZuF2DL^x0e8_w?ZECGGo`8t3K!TZI>GkH5bj)bM;@2yP<0BsA+Zy_TPP?GHv9^BFFJY zC<#6_y1kupIqeI(9CN-$8|3hg%(KP*!x?f|$m;6k6wLlx_v9;A>#T<&Qm|T!bR|s;KUaUe z7}jm0E+U{Je0B%V&%3gBK>vcy+~~nq=9Kp_YjLXcGyegQcDs^hcsX)IVbEM&D;lai)_b89jE zURFYlZn(Amj>jp!UIzxWKgU%9&JJeJnL5WL8{U?^Su?(9%cr}|m=?^Gd6saL>mV5$ zP*NJfd%4tmAtD;1G2VFm-R7%zO2J1v{*3PWjOWIw4exCe2L!khyj^wPBI$3i9sx&* zU3QKQzsPS~n{a#Qz`@zPAxX~cK%c{&Lc_}6)*kW}FFUBhyd|A&+~p5h+hitKTE2Rj z+II8VLFP^(`MDWo>*(v`(y0rg44a~c^Mz0D?Q+~D(e9r2exZ8CGg*RY2LdM=7@!Ic z_X74G8=Y`m=Y9tD=CJf`=SqJ!;=$_t3N|l*%VbAhaYS8jZLEvT;R~EaRGMq8cpCZD&Kzc1#x|(n zDdTX{8OgN#er6KH#5I(b4A*qw7>300nH4_ng(m9z*r4Bg@w$BY&Wxgl%q^gsiM`sD zV=HPnUAc9$zF%PP!bJ|K*-97?P8`iJ8E6<@OGc=RebP>%x=zM{mRkGt?kKa23A3r^ zVf$q@wV?ESr`DPE@gS+8H>p1Ysy@AGbUkl|1(l9~+d^ffyx zI~km^OYmZ=-5Ua0G=p~&V(d)T1A18=^(UR_e-u=Rk`x9!CBT>5ph-|BM}&`^YJ*NL zz=mfxi^Wp5%+FunrzGu_>a-0ZVUxODZl>~7^e{iG{yXIH_n6S#G0UrrpGPdoEe$`; z=lTrgn3JZ&jppw1pYns4%nDJ;!(l?4t4HjnAH&vV1j!c*7ny0ch;Fw_Fvx!qhT5DU z4sq8BX1n=?PDXhg*Bo?Op`RzoxTC}bem5nYL=-$f0-u)hiDb%|?TLwK^E$RsVyQxc zx$?k+u-AB@ZFWP^*{-i@f-8fheClaji1 zF+DpqU`X*=`M7Om5_iSx{cqjw6dRY0%8_LxUKo{)7xb#7Ik=>|*h;vR2P|e`oaa8b z_9gfxZaMgxklgrPpF2SLrLvc4A>vrl$+o$pca%K@MfQ_SNREv<&SNNQ#~vY(h`7Uo z#QcevHzUuerp*9$oVqAw?OI+t;!NwR86nb+97ti4zTyHtW-0zD@!Uu*z*-UvL`PHv zDBnyPbVc;l=|E}Ma+AeHW4b-&0n;h;LyAD9r{BT5SAa?1Uo%C&oNIS}rTTnfYJyMx zlO;oR`cGeiai5&~`8iyjJ$u1d$_K^KcXh1-Wtbj2hx~DMw&awEF|(X};pzR*t`U;) zRU*OnZY@QyJJ+s1o|W8!RrmW`!)~W+#WX!jppz8J7;W}yy_4-d{9rztp|3+OJMBLJ zUy1b6+?bnF!mG_r93^*`i-x+@PP7B@cF=}gd%<96ZGSC{m1oy3HZYVcSHL4Lv@z*F z0GD`(hVoo51iS<7)HB>~I_r!>8$Z;I$K(c|KbvT1=6dTi$E00H{kO_KEVTU`BOCPj zBFb#iP`suH+o;pmqkJ|1%WvnsJtR%Y<4Bl!{`co#Gcv%HBC-d^PmVv2#BJ!zC)U}+ z=!-ZNh6$8VG!&;B%5u?huJIh`)OB}J^H0n^C3-x5JmzQR4P%Ldm~Tk>6XN8i-&IzQ zouee3YrM*qN)U@FYN}frz8yXZ66~7DOcK2w!=2cMZvkH*P{G39Yy5Q!=YPxC3nIX~ zo4)@6ID-<4ENAM9-ca8%v9nGSFu+*};AkBoPyN*cA8rKUNCKKXLLnkp9$9h^to>7A}($ATS$MZ_@FM~FB z;2CE7BGPG0CX-%K^MiawUR|vF+e^G0=#`8y^g<%D3ExL9oA+!;nx|0*5$#~kp9;_) zMW(51t&P@NU$UfOZ_^46COOiMj%0l(zgwL1xTk0e*S;S3lsh+8q5>fvaU8ULD zb;CFWJj_}|#C0&v)g4(>o4sZwWpl5#z>pGBD4^>psAtG;G71KJT^m4eSicrth*}BoR%apP$CQRYw5^Y5FX_a}mR~FHJb|@t&MEJsu^4$8C zZ%ZHH=~E0RjVqRf76cNW5@4X|eGeDJ%wc0y6UHcto}2u4trBj%YWtVmxP;#Gz{E$1 zbxa{SZ1A-v18AYb-lmNmk;pz*E)N7w#}6R)(IDe*@nU#j)925NcaERTq+Jf+M}Djh zoLCCSF@3+rMB5QsbG z|72xbJK^RmNy!0&=ee|ZtRfiMS&xr7+ zUx5)%OBnZUS$iqq31}63`Nr9~e$KyvSWr=Abm!u&jw2|pHNX(&VC&asuy_RR%o>H_ zwKt_u$=Qmj8^0J8c(?`ddquKUslzCzW=4|*wR)EgAZ6NhXBfu$a2Hp~;tpkWM2O#O zO#J|U5Xl>d@?A@JS-up!jG6ka@|W8ck#IJ?5%6Y32_{k@7CJP0%|AFpjXi$~)IGg^ zcfygk!5i!0o2m!fN@6m8a>}Z`v8mtc4p?Y9bvd>6^&<4$<0t`rE4~Daka_j5it!-hu2|APR{M z5w*}C{%#|dtA;YqmW-$EuLsSic~)Qpy~v@K_bOUuF59KOTuEzTjDx&bYrJ(%B6$G0=|v^6~a* z%?+s3anVAxE|nuAn5N#UEOHZ zmtGD2!cCzTm1j?8#PVkA$yuSDOhl65GfyXmh@7tm565x+8>6AbN#uAdCD9=;wxS(HH&fqXD0x&xFdmPUHXlYA{8D;@xO= zV}g!8n@3br&O1n$FezNABbsfx8ts(x9gZz{t5W)2Eh+cCtL5N0-?NZi>etOV z#c!41MJh|yHY_G#_BGnR{2mo}LTrgQY-6NJ(>O&GPlz8AV*-0F5+;yx<==p+hmzTd z%VszC&gU>U^7YLq6gS_DSdy)s_F#Dbh<$uoHsokY({+}-?tjNsH_*_p)Oj%sTa&TF zoO)r27L)(r;Twjt7ubGY7=S5*i$G>onCh53#5cs3q0J&-8+J|q2<5&YoG1^AH6 zyLalPGMVf6;IioY9@6&P5>6({$QWwlQx%wEO3L8pN3NG_3TK9V`7K03G<)(&jcPZU zhWQ_$n%oQ|&;;#wP8BwKw!J6)*k`@F=nayUg{q-;+Dtp{jO6LX$#iOukvk6e;9@6x z6Msj)#Nvv=4@s{TLlh_>5FRr0T=vWmhEJEG`wzgrkz!`wqMn#SssqWx+RoCLI>$AB zg}gRf`c>oP#EqiuF}KkFKeW9CR9kJEHW~^g#Y+oqXwgD(r$CTkEpEk~Qna`PcPX@m z5UgmCQoOjk6$w_{9Rj4dyS!(=v(Efy)~uN|=bP{QVeLh-vv-n3cAn?C@5|_+>?AP1 zixbRfwVl0G-xOxQ5GN8kxW7+hLIQ-Xx0s$M9}6n%bcG3{V`5G*fFYQITUwtq(ZJ$6T@w3!*!VITQz{&h>b^O4rDa|EMq$x3+idR`306au1aud)etFfE zdKn~WUc1^w%%z_= z1*2FulU4g3=_1F`=`J$faAeEPWOZ1?%gUdh=Q1T}h1x`;oq)v+%r-N8wafHvB6mD? zzVpyzj%`14xBeFCACHim!W1pWlX7CEQsU%$X#*jmkB0%-TY$bnnhZ)Q;+A#gG4@OO zHT;1?Cd5fGwyL%C09>i>jdLc3|M;%DWN|z3Xu+^=N$9$M8NWf-OLJ2HMW%8;e4fAb z%QMC_TY71sgyp=R5ODee3@RS!=}=p|u${OMcU@b%`I1hiZBM?WfUw@NhcL&!7OgqL zql<|_N#&8-C|ju|?k_6LobtQiA_$gp)6 zIGtL^Vl&?gPO$isCW&QH6_D9@&}0+(SGdZ@PS?k9&cfO}E0#-5TDO@2X0 zwI0cC8gZ>XM&D2=1Vgy{m4XTLvitlz?NiYy*n=~^#)NSu;M&UI@L

    • 1sK4L-l!))F^A*U(ein~y zzJMmW_0T9tMwjBFML40_=MJcx;f4?}sYBtsh&o9k1K;MAXc!{;6ZYAjaMQv$VoAyg zGf9j7mL+3uU_e!u0;Jw^0_l7*qe7_51j8CtFYdVZbE9Bzo!%>gDEFz4J(3p(Au1GP zywxu(8A-g^s5-sZQFN9RZE$Vr+m--^tKy>7#L(}|*yvX$bmVDRG%Rv|2EReCdIEI2 z*gKLErL%CCm%IGjUotn-)O&r-MuE#|nS=pbxLVoDW}XVm_*<@@YURy2aEv2E zz^>#vpWni9jHu1^d+_ga;Su!t()y4>G!i}S7rX*R#jda*Ah3Uh-gId=y%bWQqaOA` zwVd7W?5=sqpmrMQkH6FcyB0*ztB7TPz@Rn(Gdx1&iPufYQ zpDQAUGW8D|1n4@jCN3cxH^4&yPX;S#WoO4h#P!pCE2;Lv=9}){(Ds=gLt#->QI#tK zHVNU=e{7Ny=BRDliT6J>9tN5BP>n#*^bt2K+9@}H@BJRn z|5u3EX^?c3a|Sx_NoSoh=ceG<6$s&&MbEYKdJueCTPT@Ft>h(jym&&rwLj;B&BmTv zv;la1oZs3{nae_4JA;wshdC+bDOeUgd<^urxXWT9UZ`7PZ;ct0XL*)zUC9J;9JNh- z!eSn*bIC$0I_`%@P1hv@f7$Yb*XSVBK3-hsQaDIei(cK5g}w|w7x8~+d#k7_`{;j= zZYk;R?vN0WmXhu+NeL08kw!v70hN*lX^}4J1_3D%=@z6BP;~ZrfB&hAS!*t4TrO{1 zay-xTjlK7$;Jb0fR|~G=I(h@?$ixyFKF_o1G??}Vs;_dq914o{{Gf%b$(I(LZ|;>p z4?uqooi!9BWzTb^X&B_Wkj=-Bo+EphxWourcSJ;vY-`nKj6N7c<^!pELvZ$8 zs||ptB)*)gPa3{@Sm`28yY}qlak8-P#!}^fXE-|;q_XyW-Fd-OK)>`wx=GdxNONrb zYf#^3r*CaJl-;%5pullVz2bWMM4Z?cY)ZW`p&f~N@C`aSII@6VqG+aH4wj8rX-3T~ z5*8~^U>?cRkp8?AOR<7J`E@nr`r;sd$q_Dlxy-5G-MoEmdbzhNY<_l<39XB`_-s;B zQ9!9>XhcyJ;~^i9A`=oGm2n?$Lmb7Xx6@NR!7^|4?;}9b3Jr?Kp5n__mCPna#hLch z6$E|0ETDZT)Nz~XVz=|ET${OVP%Bgv)kso{Kz3W_Tc(AaL>9C=4L3Xl)m+*v`K)V- zc%u*J`D{CVk2TjlTwHMcTVY>(bO=w^-@tZ1L?Xy0pPVo)*jW4}L{o+$@ght+dNZg5 zEzKp__QM1*HdlJZ{KBL?*(@CP%`b9%sXi&)Dv^~eHX=j}PX7@)B(*)%vCuh3Y;y3K znBxFVo537>Z&pZm@Jrcc{`v~RMaNzZK)x8EQ3y+4w;_nBERU`iyaoy9)BGwE3tcFr@%1p=P#knDuA-x9mh>&;s>`ZigqVEZ zZ_!8G6=V>8SV&%_c0`*w;RoT6N|HMQ-p{{+9Sx%<n2x-LGd3|XQ3Dp~vj#A2 z{Dq9*FnkGLHF1*iiE==sH5EoD2zT_nHxcm(INL!kP}ej){n>$g*D$Kp1_L;&@8ehb z1R`3P?6;9*7wQC>##5#9m%7Qa ziuk5*GDms=$YlEvgHwhGY%^nBY(+&pC?@&p4{ z8>j3&voB7-gPxy;?^i+u!eZAMKbjyjHezw6ck0#TO zN>&7q1zI7-#w8j};S02L8-0Z26v6qDW;CC9KD&URt_>go2&dcm*px^RBKDVC0rSCw z2df?fqTWk-H6Mp&1S00;aM$t;jc^9hV?DVh^MuW-*>)#?U&7$%HjkKNuPomO^M*&1 z)gxa>g)usiKA#R>z7V>-{9Mk)CU4G^*|LD+ONeYVnSD*U&G}nc_N~^Q*x*5@NJj4d zJ{n3n?GH4P-W=S@rZZIEpk6KgcRjB50^5rIGs6$<$B<}?ulxi%NTrv7h}VW(P$1RD zmPpW=sIEs8n%i-H&7Y+R?v_fJhCdfBDklgoN8|Lir?q!s`ZDv(Zk+mcV9kizH)u?` z#movCN%h`S!O@YHuA=xs7K`(MErxFRc1*A@e}ZYxZgS$T5|r{27SP^&(KXe79YvRT zidfr~)SEC-TNKhk!L3(4LFfwdxq?!VPY2d^g6@qQXQK~&8gDNc_e z=Ee<-hcsQ&4$(19odU_zyl%F#@Ex$I{=EG+%Ye!F?jPX6OK7pv0s|kl(+`neDESm2 z;hA>O;#oxh*mVWLi?+q8_#>u`1d32lyc~T6vLdKi3GUvHZV<{r&!G|^e&Yo_3nM2Z zOUbt|e+)CFajaV}5yKiL={RUhpt9z|4JSEPd0ydmiypwxzboKTx;>UT5G$+r&C5Kn z0I}k^(xGObiYWMmr}w}jML3bz20+9L*5#Rwgu6o*w_+*aq~-w%q>u*uNpo%q5^j%h zXfw65T3~}47}SGl1zo77J&y?b&Lt>PQ+kSl|EX6s0P@Nii_;s;2T9%f~GsHQbMf}S7o(N_%M~B+a=u~GbzSVFHIAHW*)F0>7wU@8Jm~z{oj12AI zLqTb2skW~~(Gip~S;EB!uV^+l9l`gnE}UkxFpogD+BXh_=vl;nquzmA0BRV1V0SCdbx*UxopnxzXW; zxKwk$Z<;p?$g;b>ud)zgDDzG?-;0A=@wx4gsdKD&+$NAO&3C_meByALmj9#|;n;)D z8gJUe39FkFg+Lr>p(9AAd_1A36~d*ZAH-&C$(MAXq^1DE14C)4Wy&Pr}+ zcmKbdS-LxokRcv$=+&9{V{5~u7U&?(4lr2LH<}I)Usy2pp$&eK9;FsIRj7Jdz3O=< zX%@#f+bIXVdE?mCILBt2`mCn3YTCLf8uiB!gWqd)UMBP>Ube)7+F%)21TDXs{KR1r zg&@jPl+VTQfWzcb1vBFbl_S#KERZeS&-NZJnL?XtiH6}L?tAMhkSMjZNKz@eB(pxx zvVDhd?lsbw?E19Hlc6gnRqttpxr0iongHY!UkR>#8ZEE#Omk-n5ZCSPG>tA$#@peS zo$uDmCqCLpHQuR`c(NsH^|*yUIN5u}oxOsi87T&{a4U%a_6n_$kc~Z(o zO#gettni4tSFVh#f;Y2O5VxXFV?p9=#O$gtRA@9PAXz>Y^K0Y@`n{xmfYPSfi&gBhm%0;2t4IQPc} zOCs|d1yY|Z?0JFVOWIOR?_BXWM+`TGa);JcqG=xwPhPQ0K}!t&$irwuE0wiArkDe1 z44rFFjwEE5)-4n(FQ;!tXYJ|`qZ^=pdFmfdBRnX%km{Ml-&!%T*jffbl(e!9UVcuJBDD46b~AEA4uwkO8X z#etcJWgXX{#Zp8=gy#{3XPvkv&5q`ot2%l-D9SoJ?Vc@eygkxf-Sv6bsw-RKeY7Y^f- zC8cfQ==8W#(iQ*?IqD?{esveyh)^83k2 zB>9$lTSKK?&sWCg7Zf%!fbOsVqH|OpOSe42WpfUve07+smE`!S5!-HU0 zzI-zGWc5=z7wfJ-hh-wD;-cS@i%2$lo~(b2oiQ=Bq{&dXgXQo?nkt8t2LuG(W^TkW z8LUn^BD{wB^8=F4*93E8l@7b&!Cbj+gc;(L<2FZ7b9$O;hUDem))DZk;kq8R69ZS~ z;(^`r0d~jnJtEga#h`QVZ%{`5y)BA+9qKX7Y09lm|2&Vu80T!dBZCn$I^l3&u*dT~ zchCu6T&niGA71{iRc$&{$qT-R1y|wZ_syijySGkv2xC`P;@q`IT;t;=-SzXIdS-^d zlTE?0`|atpXLxs;uU|`slE*l_CWSb!cH%YGd8qv8SJ@BIqh_UeX!QaynaNwCq&Bf9 zLw5-h(Pa3z`h*fxwVx=Z^emYc{n=>mosa41AX(7A`)FRkLk={NhMzF9TT^9b)FCPL zDZs8;CwqYMdS_oa`m>gFFWDvAcM))Nab5bD?xbNom#kVP9R5sr<$1n0(?PcjcZN=7 zcyXvIdt{EC1BF-w{cKu;*B)iZ| z2lzm@t~@+EJU6EH@Ivug3PW}4YlP(e^R79?FFP5XjQi3UJM2LtpPo#+Ds1%Fi*V+t z>_9=l`4H+3(+5XO|TsChdT?E)p>#jdB5{}BBkx^z!9mswE zUN!zW$3CzCF^s>`vbpCk*7ef+C9%y%Z5HV|&v`pE=gv4S8bm~%1s{$pnniXGJ}JTKMQ0a?OGEnHJ; zY#Xq+Dno3jkJ~}N99b0t@BmKaFwxN=QZ5B~z1vdTTRf4Gg4DHhiqanw`LB7+qKS~x z5LRIKOgY%u*#~8F?K`?C!-->DY(k>5e=XWmUoXNtbG;&N*LyMH1~{=Ae;?tad+@cu zxAo-N#FeeJP(-GR3pKNdY}+w3yLsFv1=+b(PVqKQ$d38G-5&&yWLzuQp4dDBatkDC zu7WyPR8(}w*&bSaTyot24vIadGfIjYry}UQIvwPmKDjGiCvZ)wCf5(w{8`YMtR;63 z@v`=JOL*tV@0#dAsUL=lXy`{Qf z>}z3*4cgH>0&Y@1@X2_1 zpPX9cu>50OgOXc&$sOhOSAXNdoweOZCd8g={ffUdcUqGFKWGtJ?gVK%^(37n-C#xBx>9sNLlCPJJWeJNQ+kFv1yv zOl6fec!HE{hWpCwTZoKN zPi-?th<>-^cm()AOE1(6n#~_A!3oVl_!ilc3|-~~<$Ng+kH#%fq$kO_cyn29V{`Md z!HZNTRP7~OXPafaO5%3uu^QGpj~b1%cQpH;8|M)=?KVPl25${Xj@Ru2p~XXZ^Joof zut$=K>x#IsI!629+3PwSEB{*`So)e}cAsdbty5CKe&hC!*rfs;y>wEXc@jDLcn>tx zsEC11a$~oSRjmK>ads2bime2;5%Hc1WQ9=|MPa*Jn<~417{6^n@Fwwm+U-Bl|=EEbtC9Ls> zlrVrrkz2itbhtj{@T#x7eof9pzSWPu-B6qB)0zcYz1>@a$C&=1!*=OKaLd=EfL$_IG4^a?_smW=({EC6m3(4W~I4~yL|7*L<}kC$CdKQ+KJsd z>{jNfqnm*GpNtC86hSgLIOXM7I2XiGAR#!B_^MbP;dHt+7R>`0Uu(M`Yisdhj}ta# zxA@0->LBUdv1^TiRsNv_Sbch=iL`MW`)T|Jq9c{5>gsIw3gF#R@efRF9&6*hoQ+_% zXXvf2ei@+)Dx~$h^Aci491=8puRhz;YeqlggvaCE%YsRI2eU|{agP-%JeiGwfZwVE zuk|nFc62bF*yh0q7@Q}Hi!tOo%FDSQ6d9wml|reUK*S# z5*uTU=I$?)Gt*AnFe#bby6Gr-|9%&yw>>{fA^1vgSaKT%-Nhoq?m51dh^3|F(%cM@4EJUJ@&5jP zM^)mH39{bvKRVjYZe+q(;nG2q2vUia(f!K`Ld3F{15OFRlJ6Jg9CdNSsSOMa3Q4j- zcUoP}9AxPEY#Qj>zgr}`9npW?-`v`Kpohq&v`x9zz5E(oI?x2~b#>C>l@ z_KGo}$9b@Sz8XopyLesG&X=MpBp@!i!k{nA5F^ZBOcUq#>nCmP+2>yzSmA`^nD{hr zgdPt6`}^yYB9kC6(}3ELE%Ah{DicyqD$N>yf@cY(fVFJ?YyOT)TVQcEz0pMl>~sf0 z+H{I~pW#soA*Mqa56*zSg3zbG5m*IRk-}6CzPoo@TUr(vdh+f9z31rnI)2ks$35$CBw0OU#@VJ5Hvf0uH31O_&G#ekRgL#)w+dz(8eD=WwB<3>OpkDkA7p*gpNS6nqhndXH2_O zQLfbu!gs}Se8U3wJ6*dk%zG?f&|VM0J^F}ic7A>*m}6%iAWY#U@$+Y?X_=X=!M~qo z&T{kd8H&*hJ0$#?gVe+~<=)3@N}0M-2R*C@?W>LwZZTq#)o17$)+BNX2<`C zhIa%S1<>>r6nfy1OnSU;%oQ$B{|6qYTU>5HBE5IdD%Nl?4g^q?8>rrLvoJCQGNMFxHigX<9wZ z@OJ7ORO!fVFqEl=H&||n(~{089gw{>8aCvi$L$HE^~wrx&@Mfb+tq8xxrhq5jWCYd z;-ZD2>O)Rv1fpwhzzkGiKpv@#IBPfogD4q_1NV{vp}=9XJHM)GYlW7-0c~*MS9?KD z$MpeRH4{7?O0w=SfN|YzMt77wRg=IncmXV|Oh*L!M%O|0HoOQPeBQ;WDO*iEJtc0? z*Ul%0fX554o=z&4;1U?ZEJwaQB&ObSzojPFm`LsQAd9m>`*Rpo0KX$+`5E|XMxWu! z&&b4|s%*0v%li!0cu{CQ;1lP+z593=aX7aMX>r{Q?87APyT2D9IE>?;QsB8bVU-fwY9ZJieTnKCGKh6 zt(8<(S$S@70A)C!8=dr&acY{H_!gX8Tyd6)^RM$YJ~432LBsCPcg+#>Bu~83a6?f0 zi9d+4Gr)o2Z|?7P$vKa}fPhCXQFo>nc@Q*QdY*tmxa4%qpFVA9v2||;0)UIl8?jrz zC@u}F!8Bz}sZYz!uHc%9xSa`w0PGAX%D4(Cc{-jewLx(OCryV-UeQ2jag;yGpmGq~ z)zwuSVn4W=Ox*HgkFf?pAd^)u`V*~@?iW^P$uL<@O-nEvXY0gO^-4%E^j ztC5kBt9eMpM5ZR}LDu>Qaa}#cXPTd2zkdmaJ8k&cnjUpf_YQo2dpGAYk~2!5U?3ZT zDW7*RIJ?M=_0bDYmOm|~X@Fhel-#}3Gp7Lz7CN!BpQ00nrc+1Xx9Lz%2t1RI*<%MfDZ)ApX`TGp=6HYLfSv zouw#n6MHmo-60HIkpaIi$pfK^iub~DXcwrkBcb!t!M#7%0?FR~>qqY;)sw;=;1>Md zu?Dh^KiotXLC0(8jY)M62+ifEh#yaY=LPzI9Alxza z+8K1$I%=3vQBiw_3mdqV20av&4<-Ch3Vl7hv{l@?*@IuUqe_3>&v;o7&5M`qH@~&D zh3LmNYwDqbOk?BcPf9Y!(BJio)&8SRiI=^HAN)fwcc#xTsDm4AR;1n@YWq~CMN2h8 z?J|RFI1^m%MV(VnFvJW&D2v@Ix)#>=mKkZ+z`nniXD@c+Kwasd3_)^)! zyrf-Xf|xm7o-P8W4-hlCqBhZb)K?n?bN7u_1x%}3q~OEA`S%N4UNb&eWFa>|Ln}&3 z{M<-JO8WkXrCnIv<3ruI3{Gpr3!Psf|9X-)+4eye)|Jt^1gGx*MMk)!4Y> zT=6xt?+*}tUugk7%wP^m4T`#HD`r&YY%}^qo!8G(@JcO*{z+l@p#yJw_vcRtE_@e3 zrM=3aZC2l2b}=7=tS3>YTq!>0iTw zeNPf{15HBVOC>8K4VNL9`&{{$ekkTtA4(FNno=^(-oxpaQ{Y_ay*>RMYKKoiqPr2> ztU>RKHN=A4maiw2u-p8b3PWIE_8i%?PV8irh3Ru)Q#*-OZbQn}DQrI1PyIWBvahup z!#{Yu%JEjO7Sb4x0RlpFB?gJg`CCUv$9w)Ky}#7;&$N<|C8bocJ64}pTO-3NNz}zj zMUY01`_wP!P=Ax%k!8xLp7;q~-K`d%Lb9t|CxtKhOlxJ^KMrZX+|2_cg^XIY#oML4 zec0UkqNyo~-(;TsZS#P&%1gr>P4@JNg2EVN(Jh$`BcY0C5U=UvUk)oAKUmz-f=OAZ zAV3be^GI&#P3nKgQUT2!_`7h{M=>Jn+%dP{e2I3Mi3t;edUq|{o{EIArL+(0MA;`E z*Q-R~$;w=#+qdGXKwoZg*&mA#3TGCQ?Qqi;_7iNDszazmoCqy?SIYU|{8=!=8GGzE zr|zkXZ&tXfXfishC52I!mlQ)^NQsOhS@VSGLmNpStWbU1okvTt(XiKG4QMx>oO}7@ z8N9YUwFk-19(y%T_DkS=r;%e!mh1@TTCgwP#!}admk1pmFso`G=TnQ8MU-}jbM)}4zxVO@=F5CDj(~pN+1jMVVYAYgbcJ?=o#k?=MiY53;r-m3RA!x zc%B!veold)a(;IMqr5+omF8Y#N7@*n3iBU^MH)YP}(#2uR+Uf8%izd zy#uHztoO=31%aMl0xl(?H?XYFLKh^&NjPGw@3XE?{|XWj(j0rW#TmnE>MIEHBS_}F zzP<)zX6366M@HY>UkB>bnG*tLK z`60&U=2`nM{8mWO(fsj_))tlgOppB{%K^txY?rFkyNQ5AI?iL=HY`11FGAg# z)_AxafVg4#MtL>pQ0oLTNWx*%hv|Uu1`YmRuu;y{NQ9t=Lou7*nZH$^;>Z zQE*+ju8TexP}!b{v72VKEv(kB{-4$Sn&wWD_jq^|Ot!IJ_F!;qecV)&|LWA3lzGWEI)_Ta?gmdnD71A=!VPUws_UDZO$_j62~Aq1fHM^LGc`|$ z@s+_a1HU;(p4tktE_Ug_Mdd&z?1b*c?&vS1I?}v5VU+XVQ-3YB2YTNiJWy;cE$Naz z$>CAo;n`$5_5SZTiQ`L=xmG(zjMWIs9uL`^s=W3ls0>a(vL!Lg6h{B@*=gz5F}29w+kaJhdE&}kZoPs&b%y5gkxn!m%aQ;QRfBFz_j0e@;lDI z;BFE5p8RrEc=Gxq8KKaSrpUMECnYVmhk_I1!Fp%05ANSLpcD6G_XeZIIC zG@UqVcKrIJB4L9)8R!4U^Io(I{VCY_L_S#UT@p%d6q%{(tB-Y~ndFgz&pkfGj9cGv z_#!wZakk3QqIkW-J;MzJu3Tw9Q_L7MEsQ#k?j zY*Aw!c4+gX2KfpDQtH)iGTyyQ5=^Xu4klw;G=T`tB(Fja7gyIApEjb9ppX8n&z>Do zwD}!}yZnZd;!UGSOupe~UDjtH1K~hddd7*Ak*U@I?B``P?GLk{5E&uJp@p7!MO*v=h0gETPYkCS#nZ;kvpkRtYOE0cwcTl~+lM5f!| z2?5H3Da_^N<)Gjxs)9M#+NZ^d5J*rT4(Dhi=wRl%^GZWd8$LbB{2D}!MPi8f$DW)2 zr#F_(RAD{oc}nqSvxZ;W>HW*MzRK9)427tsQg>jw!eVBj>^i8*fQTCF_qrlM$mrUz zcLv!J^5DO>?>!rsQ-;F$E2Q{nqlplfN_x{vF)NK3K+MqO9nZxlAohjnmH9`9TPC?p zrD^!gDa(W=9sm9YX7n-C?aXGS_K@9b!v6Fn*Xg`iV$Bdro{R9WRi195rVD8iXZyPJ1Kj<>V$6ywlTtq-7) z86K@(aSZLu-JB(&IKx(S-W;Pd%p|#&UkwHJW|qzW73P|ybKl@8265KSi53+fMB(#c zF6d|T3!IL9&s>R71~_|E>{fkE2KG$uS9;TJRaal|0U6Shynj+cI_poUa5O^qCiPdgDFxcKSWJCu~i z+Bk1L_Oei{E{_Z3@bh8mLrBLS6Uf0dilB^i=cOUageugmd~}kuth{`8=J)UtqEkZ= zeLTAQjVXwr+NjXE5ck{v+`U@*)rC=rGfDY%&mHFM%!dBQM-+vrJycL0)$M!20OZbf zC}LcMyo_2!LR!@z{p@d6$cu8to%uRHFL3XY8{&}7@}SC~|6tCdEcjORV~V#h$CW9W z%7&i~_I{IWS zBp$Ctj(wbnw37_)&&+!;b~bgDNUY0jqugg!_0^8BJ!1%8g>6O@#P)0jwsOOs#(6D}jqHQ|bf7pXuNOF~ zUC)@S6mjC8;NI^lhSIf`DIy}3f1iMg_HrC+87t<@B`BhoYf5Y?YOm*bkN9zl|BQOd zf5m6Ph)rh7xQQ8acL3g_4S^C!kCvB|U9O4MW5EhPdLK%}bu0+;l47f4Uk>EVmq0lY z^30{Dx+C)i3&mpc_YXKrrmNGHaY*n2WKDC%_^_7AK^tQ^ zxjhSt5E5^C(-IvcqwSk|ux+_fV>fg5=ndT*P@@0uu}(6jJ1wyFO;)=QPdsnZs@$odMQGW=e@=Y)qHr3jO7`_P%n;>Fc1S)>P3bP9;mfC0w51jv zCRKpUS= z(?GdvJ2@-wkH@nq@C@hVv%&~OVrafqB1BvL5-!!4TTzklPmvk~2c3-#4fxj-r&(Ca zPfcM-XS!-?1TF;+JjRI^@mP||bljlc+vWKV&$wl$oMe(Oa704Qba|&$CQC))(d3X? zM+Wi1SF!5oTbqL5_4U`|pN+8if-u;Mx!CiH(?#JUX=}Ip3;sP>didt9fc2>^N7W>7 z&1mCx_V)`hKbSO?9!X;W(ovB|ec6x{zSj6V=jj7II&TV-eYyx3)RmpdaXG20k9Z_d zkbnL8^<#`nyy031dzH<#@=~`zNDy6W-3d|_zQg+{dbaU*bkc7aZ50kV_D`6leh1W%{jgWvg?ML`_UgI4dz) zB+keVRex>NH%O_z9eA9de|0Tw7^yi|gRq{i! zkbdL@++`6GdRaX-QKz}KUw#8X&j<*@DMc^e$fK7EC~WCwKMe0|R4tFbpW+-YCEup*4SC!+urKSG>;0({q(X zlff!dF;*;n5`9YsU!IhIvauP7*Grjw;8}1xvXrDEllY?y>T%vtEflpv93%Ppx*AF$ zv$k2m3X1?y2MDVGm`rWor+5-iT-mXQR!De?NG@1BpReoSy51{f-6G;1f(f)k=msi#T;;HK*xhf+t?^05aO&sgrNhRvbi%D2{N zJj%5nOc(O%ZD1*V>7#2z%rkfj5Td~1WmQR(nreZnyF1^%*#3uq@+w!MyStl~PnijQ zJA@lf1?iTF-RU8VillUD^SpsSC3x}MFAc^1_%B-bIF@X)$`zRgvg^z-JmsGa00RB2TdijUl)F@WQ z&bTO7pm!4rAWF%?xv-9KyWN8$TM`8pCQj2jB!4v5U;E0 z9<#Il+D*t)r&ya8S!MOojdUVftHVD#VF$~|dU@;R7{{y7Lrb2ER zu%|nC6(aXCcPy@-6CW-%M}!X#5AU=*O%JY}vy|lo5t#yD&HW^G1oyDM`HDIR2j6V` z%iVkel$g7^ek%o8Sv3085#Ir3R*C9Q-u^x-2kUgqj$}h`26e=707~#$kAyf_`T^ME~?T$$5xc-kdb!@q*UApZhio zqo{CAK|w?SzvR7M+DN)Se^jSil?)G!yBvDOp5p@{MoqE@KY?0|uk<8{fQUfnWIS$B-F{`{C`I85ha1#|VT~DBywsIp>|kb4G8Gxy5ueBWB(nPt3u6NwF^C zG6l&&o4CHb3=t0XiA2<63b?SHk@d2>@m*zE@o~hh4+V4EHyqlw@lRKTsU~bLpGuri zP#oo4W}Q*sQ&FI_wFcA|yu&sQm-~k899D$Pd%X-Z%?KQ|%WS_idvCt~FXi7?ouQkjvJ9h9tIu)gvj4pnBbI5A0yY?uMG~E<5Yx z?&yXGXE+8SbT7h-18!NX%y@MTe~A>>hUw|AS>FF9zYTM&B25u*%8**GmNww0@=teY&%)60k(wU!tM&7taV;Vy>l=>x#f^*)Dj?u z&DC^!KGdU$VrO-6s5%sVVQFdnRbCD#F!5_AtwktNRKZ#N&F6Gtz`V}S!@#J;iF48r zLLmhrTk~#}VNijQyg4{blu#lw-M#x8<{%wKg*>*9Ki@&wtZPrHAw&WK=TN2M_fdeR z$+7cui|~p$efreBT7;C5rFJzv;TWFkxI@qpmI5dpZDCp7C%G?Jrqmku3z0LeQHCsM zT%pso>ma;X3TQ6(Iqr;A7MWDNKBF`Nc3yKIg2kH}(D_$vO_Td}&bW^nR% zY%u_SNTf)Z+#awwD2zQ8n{1q&?4yA+4}(mAYbgE#;1-<s_!UP?Vqzk+H9dv^G%BstHIVkprA7^O4Z2E{MTc`MO&E;g+7^T= zE1USmg23_gdmDWUUK`1bs&+5T`XNx*eYqoBNCt@*faf1D-7F>jk9z}Jo;$yvfA_mQ zVr-F~rl<=w*~Y`|zzPZmVd3v0@-yX*)~`rLaY1waz33WV#xA9KzL}?v1Qm3~w-C%4 z>@UFpFt=f~DSE4qlnUWTl9su98s%LjXFQK|S@kZk--VergDwOsq5r0>S6dc9Q$kfd_MpV z|3iea63NNV{{A1y#`o%`YC139b_V0KKj zGIW6P;qMl{?(OJO#IF7S<2TXn?yjmY5u&!;-`DWvbkB9a7+CKBmF@Dge`B)o!SK@c zuS33dQ#zH8PE1V^UlfVk4{1D!;zCafmH7vk(AmtuTY~n&daR%mK%{H54rdV&LN)}u z%IVsqJvRzPz8p-He~(k>l|E{ zTD&4Z7%dNujX{oJp%_?8oyM3U6nlzt-3&goMaY;V1>2j)_5FV2kge zrS`QpZ& z8v9>7ndtv`GE#N^ZHDYrw+|u=^Z9YD+<`VyUB9+y{_N(Qd@9*m?n3ny+uNc=n0y_z z?Xa*k{YUtXODrh@(%GNQ*H#D`Eg10<0O1JeJ97B_U|{F-V^;2xgR`&}4_Z_5TXBLv z4Rv(7aKoLl1#G%uNw&o@Y9c(8tW^J$kwMy2f62nOOn;4+xa8#@RUAa{#P9lof*zhG z2DBg#>b;^%Tj58X)~^tXV(fg-c4XfE_REH8n%zoY-`v9JMh2R zY5#M8P;vzdMSh05VJ1)tOtXU@N6X;7MOYkUGB$nqF!^iT2J^nkAz=P5Xe3@nQv3~7 z^8`zrrrH(CNor0(78V(@-~2$ETh&9Z6&@8%*fA9w?jSx-8g-@r~gEgNtYyX*so~8FKI1eVz=i&6*1^S$Czh#M{J0H zAM<xIFd99^C(ra_6pL1lU zDg!vJKVwM$1%hS!E|5&{>7<@(C6yqS3QxT7uT>z^QCnhe13hISn-*gLw$$kmttPM; z&v;>D2(z z41^|8NN#|E;}K@jfX`Sw`l|A$d<5At07ia`*wOKD{Y$AkIV0e2@BM4P`?{M#h9R zF&!RV1Ppt3&xT%kp1Se1+4e+~qyd3IHR(Pdn9{vND7W>61Eev)wXEZ!7I5Rm7zFjG z-^!c%VCL=)vA}%uiqdJm?+f~Smh~U22N)ia;bEpyFs%V;B=l_SaB{Aa3vSpUWQ%Z? zZva66H^)UcR`97J4+@zGY2JhMF#wP)VxBj&eFKq`0T~`yv^|`Y3x3=1^6QnbLF{m; z1;-$qybku6U3Z6YC5s_<(0@v@5D@H4d>k-t^q!h@B zKc<8md4$p0+PW+Gs5JMr{GIbi?Aw=9H*lTnazc?=_yb^met!NKnTpC&c@IxG!1P+^diRx8#1DY4^Zfxvdi^%Y?(R=eFRyTUR z;N;p}B9c8hTG$&Vt+*GRuNh{dTd)5S1hI{<089)CG_;J^qWjHrr z6PGcyPy@c8{Zo=r{v9FVS{2D3P(&*KODGuVjEdoXBVZHG6_q&a?!QCKgTgj_fhEhB zkVQ*O8m7(azj>!0d>g)`h(a~?>oWls7S>J;P{H+VZ*i4pX#rnALt>xU*#mioR6{!B zi?L=#VmdQ|=L=Q6+yohMC~!FH)l{t{rl# zpe_P2`gNueIEwkI!G*@cVqk7)bN3Nv7Gskj+O71wzBi6v%ivB)D}A~npLI>!c(29^ zraBvlIe+<&6^=@**y>6Hf0APca%l{p2!8V3C9cvAi#?_A!@B|wml84I3ws~L5W(K3 z2sNX3#lHC~{T!th?nl;#yxx*;afEMTtf~E_Ih(C7lTS<+NtP7eGW!JXvWN)RP5fJ- z_@+_W3M_|{Yal%`Hxi=~J}AS|(Dcui+Y$(>V}d$+-Ot3in9{oYnpDWN#-!&fOKv7%#*Ek7|~a58u#52$fo1$;)O3%m7lu&-^tK$@$E+=kmz=4v?pl>#!R4WIs=@<-(b7 zgu_WhNJx0p(3yY?BZ*C=H&a49W40)*NX6{|NyTPd6A=fstLo!a=^v3&i(?!GGL5A$ zre8t%e|X8OZ=~_t>Bns4o*^s{rjdrm#`6A9e1RoZ%LDMo%sDm$y+yU_x8x$aG{&fp z=)xFIZ)-Q`;xr6(ndG8Am6Z)|`j@)xFT?pZVs@tY)-`(~rF7#D&_JBy{E~6Y24Tx> zTtCuDl50@N@rYj}Fw^x+qkqR!FWS6^*13OPCGXxWdRnH_?!CRL;x$>1UOvDhpKVp; zv|cbT@a3+Y#rM%AO6)=9^C0$=pFN2XKvaW#BDp>VI`IY}t9<+i5stL# zh{LYfQe#8Vb7M8XZ>*Au?iI5~rFrwz2V~XwiI`#~M^1!X|NEFrgsQBpY^NDo6fX$` zCs{IXFQ>i_D{Su zUOsdZe)*(RI0HjnOMW9qu?hvO-=rR-Xbc)m+jai37uqlw-^)t5$iuVl?GRyq_@=ZQ zD)07kq+2uUOk(GQO1c9d_n3yz4a_ZQAhpjVl8AGPo?}2%#)P{&^axZS&2>0a8q)N; zwa?LvU%ZqnO&nd_Z`{6l~Ek&_S55SMI` zN~IjEU+h2a8feb@Ec%N?O42u17CO-|TH1Od~nS6;hQvwMVTe$uN z8pGV4VxL zs!v&Q946i|>7ZTHvD=o+nQlZT3ZRMpDekhwx9z^R#zADH3DybRU?Cyq zXB~<(%{zk6rRoytP~FgPxiq)P0F>>Ih=qCdafA~UD3;9CE~~%DCX%O#?+q`A3Ma3R zd?0(PoVz2}^0r3-zXbWpuvyGP3L{rQ1*dBXN+ImqY!zmWd{wROcl&}DYE$d?ec_-F zQOKc-fbvCSF?SxEF^#Is-#=90U>`0B5F~Vh@eZJth?sh)^JM6~96)YsN@GE@D2?$` ziUvC*#Gc~W)X*_d1X&z9JlX6F3`mu6&cfijnVXx-{K=febVe~KOB7BQF?u@(4SuCk zddmq@q`7h=cede*{|t@qf#D0s6dX*Kz$;oGhOq0)ztG0#^Gg6~9xzXgIx6xo>lQB^ z>fTTa``K!hM3Jqg&2=r5O`VGorU-U{`%^ke@6xYa8X_)6Y&#W+&uU98fvKrK_dX6_ z6z)BnsuH^L1M%_5?za(ibPj~J4KZ-U>+#pp#P8qgSQKO+4B&Kr$QICbx~Wgkg@vXTL_i<0%-5m&puHbq zz`kZ!yaSp!K^rSIj}IFa71cTg0+AbWq9Q+<1XsAGPDgdY!ufhH;)!ZX@D#$p(he4W zw_CP*I~Vn($bc_q0rm&18TA5mN4v)gl}A zPRxUgl&EZpPAt4JoWw(!LW_B$se*THM?o7qceDKQ6i2kGjHaPs#YxtZg*7FlT`R3g zQE$7!ACrgtf|#@#Lpb|>Lo1jOv65X{BQO;QC|q_|jFy_L6~b{N+O%(?^*}y!4@q76(YK;Z91XYjW@UuM zJ3yk@`ik-nq+H=f?q>+k0*pZo_HY2)Gpe_?zjWM@zK>}|A82S@ z50*Y1wsdZ8Y66X)UxV=iQG}+xdELef2V~GVRfRRRNjvGeF$1|6@;je-S79wsK1UA-cW7qWyspWR$4CWccMRb*%p#l&}Hp}e3q#jcBM}h{X6krlD z7kmW8EC^n|fQ8?YbLM4c#9n{{^TuuuVq6oMUcSnsw-FJ@p86P0&($}^-Y6wETMh1! zq7%f!BO;fx?rNqwP^sHPR3CpKkinlxb3?1O+(t)XDEeL)??5W(0Xd~HOoZ(})=-&v z8vRh-FR$(|g7@kGI+ssKKHd-(TTq+9I6{wb#FK1&Eb>%FVVd%t3w2qUnitz1=C>AvZKE zQb=E(Qfr-CDCu*1xrw}LA#>+yF{*~H?tm5*P)t{m@^YpfGajZP0G@6FHOObAN`^8x zxyV>iW-MoCIcoJdZuvK@{D?Ui8IZ+hf?Az|)3g%ranGVEZw`b{0}gN93`-L7NB{}# zP;CB$wY3~@X-a=l@4Xnz?~6+3Y%MnfzO(Kepa(mY*_eyJZr>3S3s-rhMSQH^y(2r; z4_z2+0$4^TCG@vkRvEh+s1RXzk<>F^XjvAwcgB%~)(+?lsu92K@&gCcGpaIe5MxQ1 z5|&?mQKYt|$mf5lHxeaz1|2Z8Z+Gegz~5$+ND?d0GZB47m7=ux9mq4k$d@BVQ|!bP zPBo*O4*vck$;k8k#`D1ejcJu}!Jq3WgV$4U2dVo=ZbPLu8Yb6)k+V1`p#MMaT)KQt?k)+RJ*i-Nu7uXC1joRIFTXl<@eqCq+P5>&AV#2=KGbTXWX z+9LszfJd385CD7(&Wp^F?5GY&No!{JlAox6w8I7oUuI5qU>$X0)U#TDTC$Dud>%=c>#anH|w0; zf$G~aLOJ%VyYx(AMj}tr6uu>rv2UH;uAZ=-7Y({M={Qxa%P4AO`HLx-HG4w#Fu*wB zGd%+Hn5SwcQ3x4)RIL*OLMn=ajd5O|y(^lJD?kG=?FQ!5as_AWxf%(NY z*Tf}HFMfCy&_rjNAaiLy8m9M7nZQ@Jb{~NE=wq@X>S>V232|@pP-&Etp@H!8@tK=k zx)%)3efu^QpfQ?=?h!3zDu9S)Pc2M|56G2UMVb@ljLIdT%(6{?a!_C>1oO{3kt2D; zz4gUbjthnLyngU}!2$2*M5YR11o!LbwBw&5t&%9*p0 z^3|yW?TZXLg0b=Z$GTRm63}p_XRS!olo%D-Okw|{y=?L5F!FUrqM1yUEJn?uyjpLh{WCowKiFH0qxlL+XT2=dq7DG?bCvL zU3{%n%RX#!LGw@UK>hoWBi>Os=(ixF!liF!PUP30P>QU?b!O8=4y!S72pQ*9IVkzD zRouXpy88{Xke7r$<2(<3p^SX+pwOH{&Ih~LUll<|&4KzNhHLZU46OTx4JD&uuS0&Nd8yI?bOkcWIUYtkFK%X zhQ>g{u+TP`fJy9qvby-Y(X~ID0~kTB);wY-jR0qGcSsE=992pr`78sr4=i+|HgcqS zP)hjHJtl&MmMee~7Y`?t>l%n^}n-kQ6u4 z#5{C8M@s0vS${t)jbcDS8Aq#44s&n2iq{Wiz8Vykm6DJ&{RETF;Y!0%8-KE<*q7sv zvxSQf%*rO@&z&!3#+~p*zgL;f?txFI*RhuVwq^dKmm5c?g?__|5jh`N`j3Mydfuks z!+JFgKTsR<))y6pJVhv#BPCU(fHN<9Hi}KkrwB>kDxw2ce?0h0!3fAC4$5YtSj=b@5YWH~ft))`+rDE-oE$*}R z4L+IGN7hfG`<;m#?d_?&h02gU!&=F|im1nlmU2%q_AE31%;hirNqjcr#5cv$46qAA zM2VAmlXx0J`**@>DbKIa0gePE|8Xf}@^VDf6ACT32kNKJ!fzXqh*!Id`E&}Xd6(7Qxkc=tquFQJ^8xWj>FN8y^W@3``ek$ zI^XDPU}Ny8*@*&jKY@}AM^X7uk1KREj5u+0!fhUue;g?cnWS*^l<&Q4rVuEho4J4< zy~Z@xJDX>SpX2fI2Qbj0sVl@G;SR~Vz)4LlwqqWMH8$!1h0Koc8O6qBG?C4$u2KTF z9&VsK_6YmwL|BcO=V6MMepzuL**EOWXtoB&_C|4{b7JqcB3_W}cAbdq$%vJj)6~2P$_U zQ9Q=#h6nu`Arto)3lw|GFEXJjpd1q(D8k!1q14z$b z7VH@O!2AS|sBE+)5--%>fK1OET|!Ny3BVfeZ42f4w>vR4iYZ^M5{MXZJ)C|Dl8z7L zg6@{kkar+7&KP{2fVSKm#xZ^JD{<7M7nIF%5Co}JrT=PdN$&z-o3wgI3Giq@cF{f# zLsY$#BEc?vT|lM=fSNegL#@|Jgm=ZAe{4(Uc`m`d6#< z8o!-n)i~8pfN&up^piWSJ666;Ouuz=zQj~Onj}`YXyV#T;9N^J$3_{WU%!p%EqnuqB) z4+0$S7giiwo?}RfPgZzVRT+G}B7w*C`cmUFu;9hI0K`coYR2m?SiT@sjeylp0k<7s z0y|Q2KW`K3tIPnTPHSV%6Ktt*B?MHf1CSh;ayZYM2H-|bES|u3d;yAe^UP^8@RXE@ z5FWpYQfHp;`r8rMXf_A>Iywb_dw2TcQ$YLC4*&(&YW0VjfQ%R^d(UPlGS;Ttm*?ty z+xg;wEFzZHm}B-{;Yog&+eM6g!Z8@cFZm$u=kgjf@x352;;y#+lBKJ!AIVZsH$uw= ziZXU!d&Z0PX7gZ>9AMhBr`G+I^MM*;q+3)Y2>1(tA`yDg1^8@2uU;j}>6F8*0@Aar zA~M%DpayGbe7gV;NT_$AE; z>)J;`!%~vYMsySWX>>tKV#pU^3`699Ouo3iQ%d*%PYQ5%8Ub@ZfVHQKme67wvDC}T znB}q9NG+4>tFl#?BM+5@nHbHQ58I~ASUuK9($PD%aD@!SdUM%ruYUx@Ym+BPYMOhy zA%ZIs(TX0H((Dpmo zT-?Z_X+p#m_5^7*W*k;J(u*lK3xwt+0jT2ZEPoerg_{bq+c40R+L9WwP3Vs?fNz2u zM0iCErQlxd?ROhz%q0f~sb*4{20~;vMKh-Q5&>~-GiD^+;O}anzpMWEF%VD( zb}vC5eibw_9CexQf(F`UG64QTwJ)Q_05CY4dDjK?Av#eYw|_A8M;4|T&BhaJXrpc%`!tMAOtknVwt*)v79uaqS;YkV}d>Q8*^F=W}OrRae4A+W<0=y)x zcWHTf>~fc`pd#ye1d!Qm*J6OrTkiC(J2*^vIYF4g4k{|Thi`j;rVsxR&kc|<^L1N| z0X4UR97{DJs+^gZYI2q!|Acw8)T%DN1`=r{sXVL&%s^<4rKBI$g`puM^W>j-O2#&X zX;&E1J;A{{k)bTJ&w&?ooMF226&@omU#|%>ST6)-Qax@0Yb-SmNE|=o=a&) zchp#vZ@XcEM2VagEs?7i8p&}EVAb~T%J4Gt5H9;78j$W57$A~oQnc28cUh|c5f+vx zKT_2Kc`6{?aR;I+a`v^7o~~dPu9ee;MihnsAoRiPc-{v}rV5|Q)P&?|cnpx>n74?5 z7FHl|!03Y)Zfp@vCy=DsM+7;<+?7MdBrO9Lxs12>EkSK??qY|Fz=KeixTm{T?lx`% zY$#AfIC%gl3dN%>F5NV@ki;rX88a3+H|Anq_!M~qMLjV=U zy@G;93Fh?2s~IS_J_d#U#!^$)RsS>!-ct=4*bdI%LyL}-T``q zRbOE0KsSvymR!weLWEY&Ud(@i_eH`6ycDu+uAoj#!UNmH&TL*VEhbt_8)tnu5(Oy0 zK%mPY*FZMXN^-TH(QR6M4un?K4MGTVK6t%yL1r=2hhlCGQYX5Fs z$qBwj=dtes*&^3YA^1}QbHRzHNU3+Z&q5G{sjMe}A3e0@<&Ln*`sg1AW1ZqNko&BF zbUN8!p}tZ8%-+-@Xv_{g{A$9VaD&>{sw630YxA9WdiRJ3&~&sfX1PpgxnalI4vx>sPx=L6!;;* zf`tG79$ltjISXAg01qZQjg-s02jywN1Sn+zxyaN{u`t9@?hH(2T1OOsoq;A&S`)hB z47l++BpyKdqUhSxR8n~w(35(V=0cP5rc>0>_xH^?po}i(D|9n%a%_U+mlB3$J>4cZ z4muZY2^Wx0j^aLwAvXMKrvRXx$_Je!Wd&hopxXlIUf_Q;&waT86a)f~f~QM?e0H4dC&-zTHU&8N|)Yb!+_Ifg+<5;QSO&C$PT(jk}~| z-fCYIx&rbwOfF|zbtb&bWwD9579ET-eY(g}Ith^G*#jn4Djx@(80bv_B^0gG7c>R5 zf^9(e*~0e%ATUPt=Dqa@WuS@S1tgv3u?9zo4Pb(?Z8GY7To7lLVZdG4c_i)*kQ@NQ z=;6aL?|#i)nwin*Ae9pKLb29awo)n$6A8aBs{tGo9bH|}Jte;yp}-k%;6(j@R`2+) z?9{hfO0ItcOp=*(knPB4t6?EiuJLp50qI7%5}FxM=iAh&!45PLVB)Ak#&7DlEZ9vu zW(E|!3%MA?{c*slPO>4j_HpxFeQpsn`Ub&v zEMo)I1Z(Kthv2*hCZ?zk1b?W|M~`2&Gf8rO*}l)Phf%Z)k>E&bnb{{sHYw94bc#W$ zSJ6}sp)8hU2+3yn0-~y#VKe3ml$P}SJ$_prdfz_gGfvCmb4a@Poj!iZfA~FgA$r1a zSmy*!K+~WLbhgGP$QAqh>JbWNWyNuvx4|9!EpM&)WqNqmL=+(6%|Z1x5J4K5NFUVV z_OcqwgzJ6e3{RJpjG*3I-_po)e zZ|N2tUN`zDf~tT)&q$E!r8Vf6Dfep()QV7L=@^Xw+mQmceA7<=373{XdCD4o3wVtr zw+33wiElp#O@9MMkR3;6HS76J31nWK8%mURdVRDIDr72-JUw5kpd6)DWyZjTY>0tr ze0<{CeQ!(6<|q0UE#d8F7#-^)3Rv~k1aB5xd||zN>ZfVHUnKP5W?_0TTfVQ40Cu91 z5#$eVLtZmaUc!t8i6y{MQ(Pb4fCBGS(ox_|OzU$)wiQ3Uf+kP{?9=q4pC{Npecgbb z&V{e&G&8aXC!)rRVF_pe5TdUdC?Sw&5iHB0Eei-RJHZk|*R_89i!%?oCRs)v82;DH_f6 z1BL;d>Mp@pP3BBeN@Oot*WEeL`v@|R1f|Hgn_tc&QP{0)r zT|Jtsd%74wNdn8V2l{Y$^8`3pzbCje? z0m&}(jZNt~R?XW;@^5DV26^uKYaxn|S=j;$_~Ss^QKvdCBHRfXOzDm+$UugZA(j^~ zYvu;4J~u>~A=4{lR{(5f71KyekANlbwZQjLk{GFTdt;e>$e_bbGyG0F$ZgE&R~u|d)pD42lxqRgm^6354R+3wt*UYdkEV|a ze1s);HXt?Nmb>|;MD#bvD^{lSIFWs$KmG!w?1pJZJVH)906gw{4?Lf0zumD+qrQon zE|J%N0@^!%0o@LR1r3KL8Vxc7S&WuPg+SNRDkw+`-5>MTX+c~j!9*ipQPqItXl<<7 zg_#^*HU7+}Q;B3s#v>gC@;gt^P1-cz_YHSA zJ5#cAEZ|3xddvA?CMmyjVkQ@G2JE$7=^2DeDh_LCjtT0|gg(OlbFKnslw!QCvc?a2edWN5_P zm~LwRA?*ozK`r_;Nt{amoueK=dI6A3S}AP%8+&7DhW3;g2@)q5aKjb83d>9Bz<(%P z4fU19P)bcMD<1qTmk;FhhQH&_?9%arx=K%s=~%055`5~w6)vTDBWHrpyHU8ImBb%% zR)40T7pp#)#NAjnGLA_aDvHB^7*$$L&y2(S^)X8(p$z17RqREg6pn?s%Cyn*J8UsEN;Q&t#> zOH50-1)M7Y^{;+v@T4yFNwP3mqxI2qACHOzjh)ueDxRdZSC@2=e-Iv^|g{~`% z$*k!JmT`!5q_S4qI58xTl%)SG{XG!`LR$CQGV7Fb{x$PnfPflVrZW(`U zLX8w&IzXM?2%quMaJGDqtuplf`b;+fVk%yn^6AFYB=(%W_e2KyOvN0HX4*Jl zgRFOpL|DOg9fS4K$!Xiux!616?u&yorHEHd#f%!rPctX7hqF(oA=PK=RA7-kJF|>{ z%zy0zH74nKQP`W@U@Yl-Z|y;04rYq-Hg|B0R;lpE%x;?eoX-Hu!60Naczi455a#Ib z-+72?UjxK>EaDBKZZzlntj+)i59!=>!~h#L69p4mA?kTiS{1v^swm)(ba+gXc|%dOKp^Fk0cy7B3;WWw&r1a>IEyODZ#jXp?({nb7t&oz%{|5-0f~13XYY% zBu@|C3ag}WbIMPl<|SG&+yG91-qmMu8v66lb_9H?D&C5?0MLYay-P6Q%MW6@R9q6R zd2wgM9;!&-S6zVd6nui?{Wu<;*-&^k8g7jR1xX&{g{$(1f`zVWOowo7eiFZOuSzqJ zk)bI>uhqs8c=oKr2eXU$XoDLX9T)bL6Sc^Y|U`4R{kI zMN|_1o8e@_w+kxn+0=lt-4h934yc~A%Zt>>uY9>QI17ab+YJVNIPo!AWkYa>-T+er zRSt2?J{zCIK^7x$8RLK(v_lDgj^Std(*#rr0#Z-(voa5J=r15+H$zZc7))=!V8L=- z`#ChSqGDu#A|$JFt4K%}gWaE)NW5TPh8=7UjE8dFF{J#JAkV)nC*8C*fK=)zTPs@JH4&g-s_Rh; zR9e$VCSSZ#I3tE-`Jt_#Kz2CVn(c%#6qLPi`zS4ySbbix3dRY8er}roA6nE!FpJ23 ze`Ah#jyjFb?KY@TxC~#WvbA$KE2{^y<^F=9(HIs&YI4OyS=gG$yrJ7OrLxh|BUYOs zNZpBM<)PNv=5_}{8lvTt&z$i{s?77;#(PF{68#O~@gC8M+O~oLmATvOgB-97T>ZmnY&~+W`TxA-Hc02Sfq; zFeW0_bVYaf z#;gJJ^@)7*lY^gdIK|dH@PO`8kphybKOLea_bkO%01U9}hl=&-#i)NyD*5w~K8ju| zjc2p0FBD~qZ_*SP+UFa&4$tR7=?h?ELu1>eOYA4LU#^HDGfe34;)Nptc0C)2H>`c9 zG|K^I-|dL>)U^0h6Udpwe?||Y3FOQuI3X&?3VWLInTc__?iA>B z1ux{#{Q?A3Vgoq>>0Moh@}6umm4kRBn)HJ&eP5^_=Bf>g@XmlU2sP$eAf>t- z&MrtIZ0$4k!&J4x(;o|`JFaK1ff^4d(DLj42r^S$P)4(>t>i;H7V~NQ^vTQ=e%zpg z*imM35hfEF*-Q~WHl|8e2|V3;e(SN{04BZ>HKJKizwfzRM4RKeE zxY+`zF(pZ~_w|04i6x2meg?qAY!wg-9f+owu#!BDH36r>p|kaP=x30Ocq|zEjD9DW z#v6Jc+?l3FaVbs>Xdy$t_Q~g5+B61Gkrm$s$m4SeJ3omDp#n?S<)jd*jLo>S5x36G z^!{)_oAaRG{evCty(aNZVkGKIMIbM#p!kwN&P9j&&AD{C&Lk8?p>RZ|wbf~%s22Z< z_(s#9cibwtr9$gnOA-v3@Ua3LzVcDI8a&{e#MF7YXfeL|n$y7XR`7V4M34RY*`O39 zNyOSNA^@B8ybFV%D6mdeRndIU!Cq4Pc-8fJoM?2w*?RBH$%QMj*>2RA3)LiZO0`-I zZEarAA`_IBGCPw8PR`882J#a%`+5PR4fed<&zs=y=lSC7bKVV$UyiZcWe7OJTd%GhvH)V&kF!edOYly7lk>CqTm)zqlA>WO-C^DG6?J+P=vxEc)D4kn*&khMR)DYRJ(S_pSa6MjmF3F~ zQZ>}{7bKc(`%Q8gl!zIic(=KqG!trpLwSNq8QM@`2Haw;Q+S-SqShg}-wcf${e?{7 zK-(VNx$(AVO=`{8FFLS6$gkT(b3wO@AjB>AS*|=JoLE8DtJxoH1J&z$+*A+cO^mSk zs}wmDmMqR9(){!zMe8{bv!PX!`#0YRu#_~6ja7!&;I3BxAlDKP(!U*?=~E)S{0fk( z!lE;KD``iYeh?{vu+1BI)S&bfIFc6@3E}U&2z+W|J48UC54}p-EB?&-67nJTmP?Qt zkW*r$UP7iQ-oNDYf-LN4Kv3`{S_mE4=QPUYxZXU=y`?#Zhi`ZfKH+iEMn?95YpL;zZ#kNs6h$_I&?4+fenuVY?mUvZhK-XSVQ1tVwyI_hgvmKL!Anp^ph?!qBVx*cI*pH!C%x)GMHdQk%%q$Gc~C{8 zPulD+9SdmK$EnqnEl#QPlfdv|I~tTN`;O4-|78)Sc@qE?2|Z5u^Jc68iZ50@T_ke+ z&PWP{mCcn*u)Drm);q!gC{$H?1Gq|O`((wJ-9qR4Lfoq08*$wq_N?FtxAe&lwPO7eL`~mN&r4>Q0Q3{I$hG zzgh|SpUaiU^=4))0^bwn5)LX&71W2mk5yQd0{wh4Q1?B-o%jL(!gjvRj*n3e$I4jt z5h%@eGidcs{MFp)-aNI}P1J*gvUgULf3cAwr3A?qV^~jm8muqQ0D#e0oxjpRrg`}r zz>E8>73Jk`UlM!%f!ei+(_B+0nIu-^m)8$}fhsZQM3^|tf5Hzodmq>tGicXSxhAO{ zO!(dmq3ZCvfYjYf&}Qgn4wq3IIsT34&#!KL?HIa93N6=^7l!XnswG{YbsNcVU6!=V z?oB%+WH0caSUM4}*41(aEy*Y|l@z`jafn74l684vC}g_mbQuWjfft^?DUAW1YvmO>{(Wl^~X5?&<=tX1f6_-lUU%9y8_8uQ~;J;jc= zJNan96F)lZ zuJfnk+1LPRM|MRkS9=u=h?jb=&7zwP-N$+pZ9ez5dvD&HllW# z2}dVs3F1NMZSHWTR3wTPTs#0tE?LC>06$!=n>}Kp>#ZYQ# zDApF*^b9Da>C6H4#CKDqSWBX_91|SoLTcvlX?0_|vRny(Q-(xZCY%!g#Zhbt2=P}4 zD|;rLTu>yny#nmVqJDGRJCTe2pCCh3*?D2j&7msmcqd9KX-jck z@Tz5-W#nf)!gF-%jPK@v;`944AQYgcQcAFk8pFR}X=ml&zwX@RHh<+0^3kK0@4_5u zTGV;B)$j>ce7d(eu7AhM!8`;F!GRO_)?^EmbN)l%0geLL>DXRnl7nHzL|(TD zk+VqbLtl-OqVaD5wV2C04UbRb_#pE(5Vr84;MGdd-N2AiWs7^A5-X2}`W$pQnE0OY zV}AL1*h-Ry>jx8{i4@G3d*I0?l#RK2y^RTSa&h@4Ynj8|BRC9pp$u;j*Vdd2QsDIk zItN*d11#LOK2vn;D>ef|LqK{M=6ok;I2&Ic8$fc>pT^ijd*{ z?nCtJ(~|e~kwfd?zN=IOxxFM@YA^#mWccDeK$F=gH#2VRK(%+pipox&y-YK!$Bh(& zaR^`^g!hE(CO^UE7BdwV!FjqVz(Aq)UN@LfS*#GCLyM;Fg&TlIs$n#932G|hUsBF0 zW+bH5o2jY;^m134Qc+>n^p0?!0APSTFOalDc&ke-N-v2e7m6+D=L&4Pc{4MRyHAa!%}11!G=V z(Xsj7{)-0WB7F&QU zpp3sspY-_2sQ_0LN6`~*RFAFPB4Jba`=sLQ*WH~TPJ$QKnqz-qfGXQ>v08iIR#uL? ziN5DFkAiH~Ox+xo=FS!e%@GNu!;Z->%g$lS+udlb`L)89-+7QLczbvpM2R$fE6ZzIcYJI3nV8UP`WBY1qu}m- z{fdZ;1X<&QTK=-d3^D@qWL&yfl(+{Ss2W8XhK0YUmlq2z<@a^|++TD0@9{Z| zeY1p6oV_)jY9C!q{q$2;r&}|&>gN*zp7H~)W{h0scY2lql^T+mnH09 ziAywVWIfR4x||oxFMucu$nsUa({P>{T9n3A+L$fm>!Nrj^+swjgMKzhHf?gs^Mi!m zm9ud=x1yCyT~jJa=ut&jWfTInoISb(G71U~x!`)sPXI-51lek!**#Q780F{a66nIQ z#+IDhi>Kq&yAdhTN|`P`CaAJEDb8w~;XzKriO<$~1XskoYTWFot7QvXC+WJ@d>bb& zao5*m)4fXT@bni`VIy(YzPd#>bSE<&>?!68H|~(vooXBQTWtoF6E)5UFBryWcoLy73S z&7s!MQE@3d^?*9B`(Gp7E<=RTH096ywe^SRF^I7;zwkyGnmt2E=DAh42rXYk)o%UWWs z)%;?pMS^IYu5DrbB^f>#>BrU(4w+Q0W=2WD0A9#*HMJem)yg4w5`GUC>;IM(^Zr&1Kr>G!qfO*P{^5u4x#=INT!8P|?7~9kv2iLQ znlt^Ta@!y0@4&hP*_Sl=Q9v3oJ}AX;j^r(TBV|-9QAJC5ot2a0(OThKP4%QupESsQ ztR2KSEmqtpJX~Dn?nm4Eo0a~?SHhASXs!zl1F^y;pivK-T56k&WhMR#fwwPp+?|-m zevNC3(&yl1ao0-;x=jZo_JmBR9fCT-!*x|vRh=uf-2*_=5DugH4Q7OCs`ijiZdzYM zMp#(b51`W^GjY4tGODVs{$14tP>%lm_HADM^-xwkV{2cBux>Mh> zZfH2_%$AsZ^wSMgzbE!2yO2;;Bx&~0jKmk zshldsdLlnIfZ-?ifIRq5VAg-xu!o<1g2~Jzs+i0S6B{(OfR0ykf=Y03F(US`K1Ijk z6l|;~1?K>8YrXTRuP&dqxGg7O)!Q!9hT9zud~pi)ci1scPdu2ec#)r(yDHItgM)iO z0oUA`(CKlZL}di_3OU)*QD3;p4ssvkKlURq%>!RJtX4=5S$4$jW_4k>mD5s9^D;rJ?3p?0f z5E~Z{Djx8n7N?etyQ?R}%ElcWBIo0wpzUGdVFR8kX!BF?|2;xMo12RY{D7my#X03& zT|B_c^4wH{e_xg7r{WR#=NS(bH|z^xM;WMFI@(yl4pg)8u;AsP0za^CQ*s6;z{g7k ze*QU71LA6>ZR26gsUa)Rsbk~g@y{XB|NN5q=a-Tx75Gdw8*2v(X;&X(@K!D=p=VrF z{Cr%dRGc#4jKKA{Q}O-t9SRUv&sX4^|6cIle{gDZ>Od@9++V>i+{%|zMw?UC#>>IV zMoU2&e6Ws%r8_u8+XLchFt~$ZNG0prpTbuL zvBCu3tgp2s>Ke~P8YffECQ<}=c|_PNLvD_sb2$miMGT7~Oydh-@@!K47?gXpdXBiW zRhs@O*n=_bmkJgQ@Ubl3EhH4X{+Q7Lp13C&7xf-H90p^WOO@h9oU6^20U9?QYImR7 zgVsKUR#~ z87Jk^9IZh8d~^6UbM6fj?{RNETvSLE!l=O#3x7s|7^2B-fkF@kHzfN&EiZOjH z;oiJv%vqV7jy} zahK!Bb?zUXrDtoiExJs_5S+y{PAmIAckB0kEz}%qqgqbZ^upp#Yf4@b#rTXy*OPpb zkVe7Dt{G$6Kd+i_^*tG=`5}_+Z)S9UNz1knDE{?WaZTznk;(GxB%#7WqU=L5MW&pe z*)sq4Z~HPqf8d3}h{*oWwhU%5{=EeMF71EW7*1_ZOAnZB`)gY`^&PCiO62C|)ZpyK5h05-zO6{7vh!pi1MTkBN7KKy5?bMpuZ@bUcjYJZr2SciM8EUzRF2f!J)1n>v$VFNBs&d0$P4o*!C zjs=)}R5&DfT-f#j2M_+h!IQ!v{e2DxrwmW_pXXZeO#eCt0S+$G0q)VijxhqiVGr=h zuy_CKH(~+&|9oNr!oQDxLIY$M=*`NKBANl!KR#2lgTGXlQ7d z7?{LZSj0Tkj~@>`a8FR-Z60|d!qdPZJb_1i0{_qt_Y_nuU}|bctqsecTq{nDXD4c8JSr{#U-U>@5?JH8ycIMTUy)NJ3jaI4-5`L zhexKSXJ)_6%`Yr&Y;JAu?C$L!9G+iX{Xn5YB;!7tMe&|J`<<&YPu!Kya6VmZ*(4WID z?eCTS-(6V9|Enwe&xQTZbuGeSBEo~oLwo`!0r!(FD$b$<4W;sldikD{v9crys^a)m z(F+V_7q<)hU%pDTNl2b4zkB0X87i>wadmSS z!B;|6c=vkt*(%OQ?GXR;`i$Rm4SZ*95gUKBmt3Et5G1ufA2O&nY=~5}xP5EmM!Xk? z`kO_Y?p1Y6KQ@{ZX7Za~SsQhlMd2Kcp6t_#r%g&1lI^sJb7d$~#f{SiX~u6UN}nuB zPRq(9$WV4oRv}q+#_fJn>@Q4&WJj#?;9t|$SIBLX#N#PsDx92c?fvqb%U!e9&xc-ETEl=kP8wLwho0b@x-1N*`r0 z_2-REfzN;9Id#f@Xd!ukTP?tj9;ZDF-MSs&lnQ+NeB^;Csp}%|i%*2n+#|u=D|lc) zst}H+_@S#s?fJ>;rrN2CPpSb{JLMivQLu2dj2o+0SALfUWM=Q|bsMpldk6;}x6%rd zZ{e@sWyiftj_jT4tEnyEU-~J1pBI=`jKHzF%R-#Ls;- ze1cE-4a05^N%^XIwa&##4?$?%jmw>09y2@tQZ_ufKM4&v_m${X$;Y#wg`P!=hJCfm z#sEAy(Xk%=a|J)M%2v^bN$!>v&HX0#Et*K1ra_`TX|)-7`tv|9L(bMT@kbbrk8>zl9e*)NbUvZcO{Go5 zIqQgcbdP0jpC$12sI1Ld+f-%Wh~@*w7(vjNsp83|d;+6G<11&g#fwpk`(?NFh~ve` zHd?DYR<#9|`;eKE`~Y8-ufldwl^$5+3N+6$?RKE@J5S)Sg-EK8Ii?3%eyt1V-lt@} zbQz)9cz|0tR-N8D_xT2$Df!^c$sW%Z@Bnu-)kc9Hrn6YWQir(Mz&PPi;puuT#I9NU z>$Y7q$4c-kZyc+L+5=ozO|#OpUQ45?Xav(Fd5glzsmA=uO+`WXpQ&l~lmW``R%8!w zHBLW7&sD~PWYbsi8(zL@;rMBzF=&Y9G&sbT!T10-t9wE<-Sou_W1-AvH|H(&+g9k8 zRuYWwF_^O}xR<(J^~rbo>c*_$fmOs#JAS+E>bT2NZkyRQX}f}d`rHxN_I zWwj+qcngh1$@W8M)#61FhK6l&ZTa~oK0qL_|l zKV(BQ*TdaX;qZc4#MITMn=!EHH*ghDW2&hHm?@_ee@#wp9crFa#$vw@B>&<@r$*ev zeK#ewaV*B?TmAUcaJw(sZ7cR}yQvowduFjx?QTZ|J!^CQ2kdt7W)}?KD={yFftiHC z`T<^+%l6=PUHXFTnM1x8IAytzIZn1#Tv0QXcRA)2KWYLc`iy)g?It6$>X*fL1N$JY zCi*$fQEKe2)*ZH={MX}2vTvlec7D`mOHCWy^)J55`lD#|A=j2kn0x58IdkU+CojLq zaE}`4&6W3A_B$a@nKDWjO;MgcV>Olu8I^4cRc(DG`QR!Q2= z^EWiaUvCkU&`?BkF4WALraZEJ0=~Duw-T#}#r?I#@!?5QbYA3Ijn((L#hE*d!*p*o+^P(_U~gF6&b-HIkMFzh#5ZcUBEFfQ z?h2R$1u{D~9pim%oh!R^+RajLy3ae=a;y%sa+7vzLm%uu`<7qiqixX9&_Z~TD=}&r z+ZQag5`XIct$a<+%HO%bc(_cZ^02`n)SB(iN_L2&|GL6Y;`^_C3>`1-o7eI!vqfDB z)TQ2OOlrLs*A2O2?{chTepEd%womSLb-YeWUT8 z?VZLc7h_&UT+jO7pPI*aDN(!>#(F6~D{9NP)-d|>Ua(V6h}MeSqMmmgrTe4FboJ&$ z0QaLusm3B|V+xYe+kcvOewn?uv;T!%!fBPPne@xGMfT~g!M5OSdBbk21*6aMkI|Hg zE+Jj9bVtls0b<>^X_r4zZyN5DpJ2mnZHpn`CkB-Kxe^{q*vaCb97hhPB&!^nR1-}cPlDtD!ye-&G$h`D^gS5r`enV;c9P%Q zEz|wjT2Z*>qu2G={6C~gs7nNssuf=@G65v<)bU&m)|nTE{6jbP)so!lT7>A(Y6I`v z$PN@|`HJa2B_j_5-3*-hk&}bT!KC)ME$nVzYLQrIvug6j%^Yxvwgb)x&NJ)HOQq^V zRnskR3g-BLKpJ}TM;XAVbXc8!8e6m_jE77m2|W(eP3e1d z1<)RrWR)I+y(>d_RcCMfJhWbNyltZ(BT4tc=ez|_5;T5 zPc-153~nbL^$9>1ZzDZUX^>kBV%ub956D*M27o1LRZh~UAY_m!L#rSva;?u=WTb+` zHgY?PLd9TK$l!E6DS+_G=b^~#X>h0I&raE>!RG~maycM$q<@x0Ba(Y#t_1)}BwiN; z^PJ;~VQgdp$84S{g_R?VZ%x?sqEep&$USZ03z_X8THO{M?si+XM?mYD)3&}SpjeX z+atMhowx_3SH19mhc7i3p5np8j(o`qNXn8Q_JBAw(L{uDxlzv;sKko!2HUxF%>puS z^o=K17PdE*l6h9gbWtl6Ob<{vHL!&QOBjqssxY7q0Q9EFi@Znx4iuig)m|y)WRH-p zPBynRz<#A=Z>m_&XL}mWZ6*Oh*MpJz)<%orO)EmX^Q>){Ng@zsk;@hK8R#on_n?I0ZG{L*aOG^0A7GH7T-q?4gOPvC2ui%Pa{ z3V2T7+r-jbUj&y5GU{6gC({F^c56O|smPunTjzzZ?Tv(fXxJDYFry!Ptyqu4I(X6a z+aEGv9-nX|fs2jIz~>BmjG6%BHE;Nq>RvX7Pmjut?IL1`FccPD*dL8)Txr^VoqgbW zwD_ZnNx(^Vj$Ii>;(dCW>tpc!fz>rD$&sX!QHV!z8-2pQfOb4pO(Vg2W|gQV+;iMq zJOHc$c>@SR{_o~!3!F`km1dd`jHg>wSuLfK7@Uup6F+o&RjYeDeLnZVw@|>bNihOO zUN_`-{LOTdcsj&f>NEYK?GpGpPY{>nCA)#^=~rLFw$1&NzHExRNZo38bvVb($20-O zT50T_BZtG>`EY8|Uu?(xv)CAZrvkkXRkzfiOq2UAf zDlZa21=se~{j~ez+X}%BHaDr@aa)WXFe4xi+q=@Fi9M+~+`Ntlr2%uD(JeezZ+MNX zYF3lk1Yq$*m|}Zi;+bh{;?t}ww|bqa(^hg?1&a)0=L0zF)4g<&ov1kE{n3nKof~dD zS+Y+|0B}vxZpX+jM1*aChU8$4<2SyDt(+p;||4 ze`va*f5*hH7GrVGL64_u=s{HjEGjV|GG$J7@OkM*fvJP`4-p>?yb@npKC$NJD}xvA z)iOI{t~1(`PP6ecX&3Qo7q*h!x{+w{$AyUF__!IajhthzBY-J}LrT|Hyjw1>B)V3kr^8}MD3e9G z!2T|A^{$^Pc`eB6K*vr#f`B=%5ZQR1;_(iLePa#3lmjg3mfzg;JXE^9mx-pdu^LtF zq&G39E}B%z$k-gO9W$EW2k&qXpry+4HwGg);+P!m)u)N1@ZGF1-&v-zubJj#{o5}+ z20opsA+qr_ejT{Cn^3ZCV9A?#mOMtQ#{^@qUe(c@HV%IZQ?-Ey@%E$#J*3(Ak~=H( z)vv6knd8NwhCC`Z4oeJr;-k=Pd`)k5@@seYcNXs-0^U8Re{S6|T`mASLE{_>Zgxg? zUk+n7z|IAnXy1;w<#eI^w#Y zlrYZ@!`78Z8NnMf^`KWdyrWF+cN=JzwlKgV z+ak`HJO2Q@4mwvrT(Kk%l}8xwQ!d_f-<)QR0_Q2H*!YatY00JBSqrGt{i)|)mP3!> zq=KlWyvmL>zE<=e<8kgT(Pcc)GRKq_P;l(Owk5M(6Kw^sbO&=GuAh&uUzN7!$@Y zGfzM{O$HAYL#pRnyt9_nM8Q%h_Omw}o<6k}od=Bn0JWkzjrEM0dXmz`99VKWzy}?A zS6$GIbtl%NAd$H3`sR%S?B->I#!_m=OKa^tbhel>#_@jeN5(YvPl0ZrUZ~tTBkT%(n}j&+W%g zYBdNvOZ}H>)^|2ZsQ?Akj=v-I;YK*;9jl{OEJy=y<4)WU9mnZLfMaNbS6c^7Vd9qg zTbG4!gdUu6T)&I&O8A<>*7nl&Z7L7+sTST7Cz~dIRXFSqHRudib~A&XYPJ09XJ<6* z<~Y$Aoq_wKxu&}V?r|RtFFw%*s|0b%(i_&CGe?Cg+yVagsO?VpY};(Lec1{%2>~ad z;Pt4iPJwCQ{Y9-cd%>p5IC<{Sm6A6kaJU)tseC1&XslUUl;p6$ z$-(PK`GHL|KNaZud=Y5AA+;8gJd!GvRRbqH6P)#;x%q6o85Z0+-PgBjk-f_oJ{`8Z@>tzmA&ei98v*i3=jobRd^2Hk@yPyoC{9AjjrkbC_4TMF z)iuvD{6nIH$ zA;SBwq2sMdAB8lq){-hZy|>&u$=&YWzf(|K-1wt9fR@VDQB?hngZ=i;8@cqT_xQSB z54ZX?it1)uZO_T&{(We>TA;Pgn_(}JD+~+~o+`lrw(a->w`%35PZxh<*^4Bw8i7(S zyv|oWw$$3B9xH2WA*DT<$>oo=2|)Y(@$F9C0O@cK&A64%YI6|8Nt2A@70v4w-YjQ_ z`xbj7kINo!n~az5jyhAdYflzR@SP^^${4(%=B&$-U%oi$K#r7@X%~~U^}*>=GAodG zu*V&1oYif7QsUS98tTd&vHttcT<(8vI#k-E9wlu$&-*g!&O3mZxoKA*w;esRM?g2E ziCu79uN-sw)8h!}6tUpo8t139@l$9Pu)}v`x|nbDi3ec)G34q|=rE07ZCL3ayXg z7^Kl6@nF*F8oCmLLOd9hYqzG?Z0@BL`)<{i$CMQIp?k%INe9X+XJj5+Iu z>5*7E^qwh>Xhwr;Wh6dd?|kEfyV{LPZxcnNT0Wa?Yc=r$?JDOAynhcqw0VKGEM{D6 zosf>8ccEitk7n$*u4@5j@j&q7PbQgab)hB&uz!Us+A>S>IF<2TVrQ$oOE(WinEufAq@sxb;f9~Tv zR9Y^xuj(43L8$nBtYJhg=Woc!=sy|&=*qaxSR8SZITa3MKX~*Uan`x*FT@(QrL2o9 z-wxbZ!}I3lpM#E_yVQDTh_ws-XxLoncb1WY*tn484mx)4K=nsJeAP!R064e@NcR#O>SQ)?5~ zKT762LoBy`C)3ITZR{?iMj-W(!6)(<{OGs5g8DL{w(&)^&ZTh#7Og$Q??8|DheD_D z!KX`Obp@@gAq)8yZkv>U%SIp(_zcx6_+hlN)~(j&TYE&*ky=pXv}#6wtxtaq)DY>y z+f#4&_jFb{JHTA|hv~=XLfiW6KBqgY=ogol^R!dP3{%7sK+BWIO4HHwR<+dL@upT* zfg{_FnD10|4N~$Mr&eW=gi-Bszj4^(@#C7B&U@o;a}2tgTMJn+CBcXS%2zAwIi{~+ zG_F_v!PGA=<1eLKKn=i>OQd}6P+@ z?VZhlms(kEtgZ~OL*;Xh{QK8Krg%=?&tJdP#GB)~8$>wAmJi+;@0!Dd#20q@bgsyn zl!Y>xOc3644X9Q3KY zTYqz4wgBEqV__u4F7D!7v|}GHVgM(-HrOOpw(vBf()JtuZszT-t$xU)p#9QkJbTmb z{1&s^*w1aNT-jV(TMK4*loKRlkHFQJyw>#nD%eGFW2kW>$$xVvmma~&5106e<2^X2 zWATIC*lWf&0YYks0fDMw`C&)78x`R&Ev<**P z@eZDDe#*KvoXc>aXU%s5kbSdT^4)=>wd9dAFOlZDCoO`xAbQqbjpDmaai)&e()uH9 zADBhNJ3#}o`kH-x1<=#g^!3%WtE(oN;aij_WQ=8iJ#Y^dlY8KuI{yH}km(2gAIb@~ z<~Y~PB}aZc(rDf=wbykYvD?_+z|4%q+(ESlJ?PWCV{NGFv1zes`ieWTQ6!f5j1lU8 z3I;=|_zKqk{jS$jyR~WI5nUuW0^tEStPSjdYKgsh%AG^u#yV9Sjc(U6|)!$E-PShoJ+n0t7$@62s<4d4*EZz8e z+UEZNNWSxAjkL^&k$N~I7&V(?;FPx1t*$P0JIknTC26g#r9Uief5NQmo+`J{FU7RB z8imMs#DT4#+@sq*yi>J56vd`PWpOQq^viae(P4{oCr%sC^H0n?igWk^#(hR<#qHcy zbIs??Vyry3e_GdzK(&L!vTKVZf@xq_3_uNvqa6N%p}X-Mc3MTQruudB$8dkt#~x%( zys-QzUlc?C00{Bc*H6DO@AAY3FW#PUoxYT882_(y)Unn#IX z)}CaGPrrp>kIW|GEun{?_u`k3Yq?I}!0|_Eb8j}Ysm~q6EeVcE2Gs`~f$POTMeu0R zuPx?HXHl6U7+ZN9d1Y~o5$VlIqj6(lVRheFRwx|Q%lF!Ca-RkS6{{Up_ zaY)kner%B9FnQ-boKxxr3$KQ{bkp1$YwOE9Ylqz}v@A9sQS`3D7(@|A3IVYYAkUx} z70+IHx*Kg_wDY9uZsJi9l_AV$Kg18GH7>Q{$h1qwwS6yBx*|1yGTI%+6p;KQJ3;w{7-5^(Ld@SoGaC#`x*C^9#lKVTLWvoM+}8 zy3hvcU|8gEIH9Ca!EwnIfW9P%_;>qX`!7%n=6Qc+^1pm}#&PLQu<KDM?(YJ-dqM^^X<7 zqF())Z9h@DA~7L*Xg4knc+amDHmTxBbcn4blTW^#Zj*TOBivAN!+IWQ5wOuFLu}6= z@y2P+iznUyfO=LX&xxV7&~5c*u)b*LZL0!9nMQNTUfn4m@g!1c6Kdwd`Z(f!jc(C? z^qh{1_|O(Mj6g02A1@UcJu*f>eOrEz`>vWg8)#QI~xlE5X7B8)-b7z7SGf+;*91Qxy~@ja|*8lv2&jZ|PL1-Ktd zX#v$wtLUqBhSY3D!V(CQL6sxw-9Oe8jaKVi$J=P z&P&NQUMiJURy=gZd!OZAjP|xOX>VHTN}(=RUVZ4=JAo+uEFfu(S@JVrTUNuzM! zuH;NY-o_^xU*h*1pTdB#>7!7wGc}vt+qBGZ zVKNQg{B@}=Z)_~0jczVrfH&L{NEeT6*OP171*VZ6pQqc**S;gUyE3fFo#8XadE=4% z`&It{5F0xm8{J&%mP@JG&1w$B`I_5+21oGZgMxi?NDoMo?$XA~&6eUNhwle@01fm# z>Pu_5E-jMc2^L7(jnRFkxFSuck-S@|*YH!2X)LZJ) zK{Ce-vw)TX$!Ks-U$3{NFg+)1cnlBwL%luvbBrFe)M8OV>Hy6~F5ov`WfMpCjk}CH zhWvWt(vS^}(A*s4XB?jO=Uy8M`ZtPXl>DM;!Zv@|Ij=!mxTm_32cY_fev zYU1zw6{yEG@@ZPYwbSpUFL42nC!U}mPs*4atk!EcgnTI>p5ir@?7~$W0Y>t70ojIn z*2jq~w5GnewpY}(E9h;MBvHwQw+g@O9OoH5O>gR65POXiNz=63q_=%J#Id}IxH0!1 zUTZ&5@a6rj#rC9{?Y*2=uq-#vBp@p`FmdP!rWZE+BXe9gaOXtNt3cI$nokVA8`ViZ7B_zU+gjKdoyhQvBhMY|;ai zO=n+|SCZK@29nTB7wslYe1!e{dwNvb&a2`J9YRQKJU{mPb;Bh7W->aSE27^f2vDJb z>DHRpJ0Ht+CPF@J4wv+BCyXpmpNh)w?etz;zVGI`BSYpm-M z=ogoA=!V|%BZw@_ne(_D=eJY&R-#-%H1bDpEHjvn9TmeE&$#VY6^D{tm!Dxk7#bF< ztzN}+x`v9@A~^R(eBIt_9OZqgEelog4gLB-f1!V8+K9_}-e&GcVfC%w?F&VeK-Ul~ z&OTU~z+?D#6oXK;j^Qoko)~0sJgC{gEuNSZ0gY#@_>O&PEiQaF@l=lavLwRtBv$@ZiNH?3;A?wzSL zI&X(xQnm^iXA`G>N)kvTgEPjy?O<%-7b?-A8RT%n{8o z0yvqubL>0R>GCfgv<$%1bsb&}8pitHLTj7p&-z8MlLimRzcjJTVe)fKx*G8leaDH9hohfiL-;vUUBcIdtO>*lel9jT2Va zuP?=}rQyfZty?T^Jnh&cp!{kZeQU&WYoBD3!%|0P)08(RUIKITkzFmt^_`hixxBT2 zxdjB$h0o?{!nW_73bK)qROBC_phqiztn2m~+|XKhW?QQ@bw#-oU^1L#vH8^c_NT3B zT7XR_!;PrJ^ygu)!O!$_}OM?>g&VK=28n9#pboMm7V6z?E`cea$k5ksA z@Z`FS=no#IkFhLFyt-t3+4^RZ!&cTc4KDV3?E*_Xi*cKHJi>hQf^qH6E2JT_+=0}C zPaAQMdI0A1JyTcInrO8@4@;*+v6e@9a$WQHY8@+B*6+0l?615xHI1W^TI9){xEUXx z71NgX?Mm5Dr$2!-0m`nmuco>z$A;%NK7W<=vo9MnfcT}6!%klpawnB0kU@oDhD1ezh*E zt7`Uk);AVD9-8uNi1*D9mj(lY!S(+D>sLpDF}DW?no@zDp=?E9W%;EXbDze#Ko3xUn55)30KvyJ z0nO=Jrmv{kUVXnpn#tip&?`yI#|Mn|JXBg8{;{ddZ8a|s%ck3^Zxb1Je87$?s4N79 zNIB|FDaljDeLd&{l+$&sa^qG@E58iQX=d!fu9{r!12{j8BWpV3I^$W#;fbZQ^F&7T z&ETi^@m*u{f=S05)B`MVKJe;A0CSqQyR7M&t6OQ_8lL(LE-n^Lp}6E@9jMl|4O2;; z-L&lvd;b77GVihR<+gt5{OhMJw;1H-(v!J z&9DD(8Y7$E-ZG~YA7|&Mk{Hs-%W3DlZ zt3Ioz#Bld<`HaCv4suTdsE-n9Z!Bn&muWYZ#AltKd!KAnTzyTA(tYK@0CSo^@?$t0 z`_>$OF4HF#OA=hN-#JK|${+#`4t*#dF0qo<`PR<)*2sY(`8>8xK3`fxIu*%$U~LrT zcN>Fk;C2%Z_=@9Gp5#I|k`4uP+Bb;q^#r;S=r`742)xDf2l~_f(eF*s zJV|?~PjMXj9p$H#h0x2<{{Yz@^an$z{o){1IBIJdn%R(TF2{mT7|mhn9wEQf@1~Az z3hv2LGRpHF82Sokk>Wf3LsT}GS`FQtTS@cf`?(*52o9k`VZV8je(yahG`dqTN0mlF z+Js@au43E7+JxHT*&h#HMG=sv+8F$pAI0>i-uQ;{*H`;8_;T{(2MU)ceq0`>=}mO= z4UVUDf=spw6OWdGzs(sdp2Iz>16bEDbc>aW+e5s*Qi0k?e(3h;QffNn`fZ(+!sz#x zFK{<9!a0lCsJgYoTbr^O6?Y5~P~1syte#0l+h4`C_S@{MxFo6bNydI!f1n$M{%f?XN>X7NfOVpA^kf@euu!HfZZEP-=I;3epJI8JgDX|s@ z481=}=P$f(Wo@ee0A@9gq2>uhMrDU7lgD35cCq7KJ3znt73>$LU7@oSTa<(EOMORY zvCs(^$$$r6UX;!57=oBlz&^EwtoXl7(EOjai-i-fn57{tf$#55)Vx=uX?kUy?cCEv z4chL6`9zi-dGw^f){*M%oOZh}U7(21WGtLg%cJbdm>o()W+D*Qn z1?1Q9CAG-Syo3-O4!Gip{6VF{md0H|+9NuLhkIjso`h1c7YxV)x~3E!ao)I(5O{Vu z^=m8ZSuaGBUM!P^f00xVy^qqm`Lzo%a4gNt0_5^xE;kPSE0otYTbA)onPX`y$8QwM zw;NC1X9TLBpc$j8A4XzHtIq=KQa+7z%PjkfOCES-+A;Wwexov2+G$pIFiK>G*vQ2O zKvKI|bM+#fHQuiln|%UmC9YFZ`#g6N0gPif`c&G+r*~l$q%M(3b0kb;+&)r3AE7y; zr}fx6oQ>tI_fuR=1a0M*<0mKmW2w&`;0#sBB$a;GJ;skT_P3ABM+KJv0g?5r&k^dE z4fby#yoOXW$cgEml{Tq!CGGZ?1UItVLvV+4qvIX(RF;B!nlV`FHkN@+w3iZGSsQXj=ui& z(P)}Y)t0Maa+>^;$VoRg^2zsx-hh2*YU}#-5@xoUq+NZfZlkdlmanKsFty%4bgHB? zalpwv1z(=V`Sly!M&8)X`33LuIz3av7xU^Dw^rzaBV?@t z?id#UD96*~9Mm)Ew`mra1bTAnX$^#sv@GBVZVx_T2ZA{xJk(d(gqr7ywB&+W7T(`Y zYq>%;0W7>^ckNuygx5yCdsV;I^$7Jtazu9PD`C0$eYwZ232SHlZZ`C}*V|bcwa*X0 z@y+IGcA#D`Pms9f6dsI0B=KD)wRd+1l(zb6>Nf9{xr2BOjB$$BR z`mNTTaU7d$uu8_BnaAPv^{+y>-)rGXm97laM`FXx0Q}@H-u|>pSlkk{tYO=DdsViz zvnNY}?%#F8E}mu^Em_aVa(E$ndv>QMhc%l$6>XrjNu;^bg^a_^07Bu34U^Pho|Vek zSZX?dg6+Inr)sxCc-wTaNX3ztaUDH9L9X9c*E~jTE$=j_>@Dot%v{NFcH9;tK3eqV zhO7zQoo#}&7H~$#nB!GAJuor-D$ei^EHmzF&g?vQeQ|xFJn%%8T8*rYB853wP#oa; zanh+;>eFj?z7o3CEz#z>xtqv%n8pzl{HJbyZk_1X;?X11+i3)|fIDR1Q2X$kUvEnC zKN9$hTi1L)t6Z#5E{K-`1sKGkmAGJg^VYo*{_9hNK!Nn@RGRIQBms{LoC3$!1DX}> zarLpcl2?W&xHPKyIRx>+0=YX|t$ya?RMO(VvunEvV_&vCzsl;%k_zVljQZAcc(YTn z(IvmUmd@esZobW9F;68N4hy$mln_t8DFNO%W*FUqJ?Rh}=lG9P>si*9Q=K9?WVwd! zPav~T3V^O~PC)dm9W!0l;DbrK)c(gkmZr#o;X;oCxH~}|2srCct%cI(X1xv@w>;2X zg3KQrU^a7Hw0s(5Bi(H1v>sOI&C)2I2 z-YH;ID=H$s-O6)=+k;y1c!b^SmpWV)6S=l&T`C;bz~p znXq~;decG>I*_BF&lS$t_@hMCwO6;c)FGO7C(1+&4+EaOQ`5!TDZh(PI-E^-W-$4C zNG0=(bj1K~G@=~8Bn)IPT+k=znQneyPv=-S{wmQl>${69y+RmnqhJ~~2O~d0OMT)^ zBTKr5EBoZOXNSyHaB^4Ir?miW$03n-1~_B#Gl@)S9i%3 zz2PqjV18kN(wx2_(IL{;Q96ucPnKPYGiPaR;{%Us0NL}FLZc)T(z5kW4`~|9$1bC3 z_Kz(}q1;9R>(JDedaj+ULS@sgqqszUh2!WCTz;adc&}HJO45XOyx-ox+3ipccc0?= z0h2%&S`UUVG&|jP`qs+breIf1-8aftKXm$ZAC*?n^p6nOc#eDPyE|Cm)Gjw&Y@a(9 zlk)nU`qALcHJ0zhnl;VTvO*ng+Cs;1I3S#!hMC}~TTbyFzh&A8nMgB{`JpW=$R4+uGY$**2#t0dp%b+ip)?pywyw+O{-377YVOi%x;Q;N2_qGBN7kjc|S;xM_9$ z9zAY*yFCtDWGgf+w0XOE+(+S`L0di+)PBR^>F%{nK#LgeT01+Nf^zX^jQ91R4x(@c zixfjMY-1X319`_ndJ5+JH{t7))h@N&PAFr&WoWIfp~l!(92|}^dVX~_xvSY~9tYO0 zH0$W@8aRkA5yzHt4nDPq;JXbTeO3#LJ$CY2=px@OtfYm>TsAY*0%>&uEiXdxj+b{m z^m<*4x6_i+T+cXWIsP7_X#RDjK9k}NBUjY59XiV2QHxcDMDfWc3{Q@n^-y|xil=3z zMWy^wi%yQ_@@sdrX-J+@!I*>kR9+!;lg4w|_=5iK%S{lEurv-;2?IGe@0`#Eo}Z<7 zkHZ=jg|?dwz2uwZlI|C5Z7e}hr;e4S;cWv^vAfi@EnGt#<@*oaLUJQf&*zg|i(czD zdQXQmyQ`a+pHQ8Zqz$#+0DfP`oaep;biNFpdp&<#@cg$^+`(rcYj&No!B0`2#83xh zs>(2OHjYj>CcOJx)mKIMoVtXTvs{5-5t7|<=Od{0uR${5_Kn4ez{PV?X?LUIBzm!p z4VbbptMC3U;EuGqjcjv%7r&QM@dt|UtQBo;r-@o0wDIMf@L%bS)AW5_?L1p;r=Jiu ztqsgF30>0*6so!TPjSalQ(X9F_UlsdUzS!OsYa`6`@rAGIQI0Uu+sIn)^u5~w5w}t zT|V9IpUaeYQa2ImPo`<1T&bd8_?q)YxYTC8U$Vh%I4#y!kYt8DagKtZmg`-*@I>0C zqjLqtlUv8-KjPYCAHjRC!cnbSVxrtWpVJJw01H%uOntb{#+`kN0NK1X! z!rfyrZUd0nBRwb!nNi8DU3iC1((UyTX15w(e8(8XV;LJquWE)r6zePDh+r4F)aBIL z!|f%0;*4PWck5f4W{rNHE7I@G3bxkTSb|304j-m5oc=YBK9BvI;j6gyeLCtvHmGGo zXxpTTNa8_^`|&`=%|5?l;+;!QZBOk|N2eDPJa_VeLgb$uIB<|c#Q=XocbHer}{{UCkZed&VX!d5>8LzS=mDqRo-Ubu$Ne9xHi?+AAuA6(R=$eh|-eXUD%Q@u(a*#TIKgy};`oD-Ei^Dpt z-mcSH-%KEu+{Q7q{{Rs^&%dy%t6{5Z7uu$|t6D9*(%Chot*mdjf>h+>cF(V^LneW! z&Ed}q+QSGp7Bef{ub4hi4t|I5q!$~h+3J2Dhs8Rzjk{aD%!;up$>uO!-!!~>=OA{i z?+7@PPLlFHdQDo=L{Oqt#E{ASK>mDIj=uNtY12!kTP?-nFd`=C>z|l@RnPcONt)MC z)wO$z5vSYU5F)Y5s)*hU7^yagyyeq0(*?4{?j5XE1qHeEQ zTyPEmIq$#}3^fby5NleOh%WTqRjjS_b}IxZpovP1w(qVFUutxIC)B3YbX(`SWU;@} zrIoGm@+`=$l07*9)AbD(#2R*`ufe2Q$8lq=F=dpvQvp0SLG~y7ikHNG61;B+==NG* z^R8?Ml*Bk)$jgU3`_LCNEH1CFFZ>fepzC#YcQlS=njyJYKPXe%imfiO;+gbacT|U5 zbcaj5Dv9NS(hby(h!h zuuo)d((UeFPYZ2w#@d{oFVpTWtuEXB7UeUw7qK6Q zZrJI~TGryYwtooPXgZ{FSP3@R$m&ic&)$B4mz-_(t*u?WYQNeVci1fTJ3FRtB6r)E z(DoxeN7A$A@V2d|Xr38MC?nJ-({7&PXx31mmchU$w;0Vf2%7ru#5(4`tU;#h2FfiO z5J-hMo@`~a>_|8tN`m9Xn*IH^g=N#FRJzm_SmlU;vE&3UP*q~Jm#{liC9v;^(ZTv^3*}sU>T8C1BjKhrEOa^c< zR5ULSORngCC}lTDx`Uv!n(&b%rB3b7^*G7@01D`QIQ}9RI(?nzhb^rlgXFrs!e&4h zg1GO~CWo*cY-;{yS;-}O1H}Ra zGLt6deZJj=C~Shu(;V|jmLW;wo|vEpOs?BDxmrU9lFgJYMZa%dl;PJ*YO)R0n zJRZ3e0NB=Mi)^?_IT=%&4%8}^je|*?@DHUpzd2rhw1Bb!l=(>Q+K>!}Ib&w?WZ#q6 zV~To$H!*CFOj0>tF;%mYeqJc^6fsZCngC|T^EqbQo+&)04p_)QJpiS7P!YA)uTp)e z^8+S#ua-DJS^!B=q$B1kI0FKeRfaNgv|!-yYGBF%Ac8ULP_w55@sM#q2_myag^;Pw zClu0*(G)Mi^rwkchR|22+mqIVjo*8r=bp3x#72!+yOYNanrgh>$Gnb{&nfP__05BF*66-hb9dh=XO&aWs7 zJPh@zK<%Clc~!2hsd#=Xs~t8|sG?s8Au=7=%I9b~^{p@XN;TnsxJ_hJq}GsP#kqW`L8(t0EC~!5nqeRWVdZDJwVzz2>yH%fJyeN zH+~`4bpHSl*{$8>ird^=`9ES%42p-Np7fG#-eYz>4RCYGrSj0Q9EKc<^X(&9@n)+n z;DIgVx3_sC4B!pSKIrSvRB(8UUyo3}(_2x~?`AfQGQ2~G9DU^^QL+QkWs(Sjyz)mF zEr4CX$^QTvm_)2Fz_vPM*O6P?>K8r|(%V#u3%KOJQEbyY76Uw%IqT_LT8_KoJH1C$ zZ5rk{ZFGPGqo6)_sLeZD`u@9%bI|0ribdMvDi0VHGR3uVyX6CbJ6D}c;*D=pzR>M- znW2HN?Tn5kKvh_EKD<`ff;F8-Q?k8-Qjul6w74-dsK(*zifKJTv~}Te>OHea6lC+) zt#X6JPj}+erNMt~3^vCSBMiO6{{VG;0IOal)o%3Fv4-AwZJzRPEA2Ckq(dH_rk6zf zhg%&BAYei0N3Ao-K!cO=oQ$58&K+A<(X3Qz@yC66JmxE8wE2AD)E;;hTIa=jfWEb8 zbi1a8OKBvQ)szVkslhq)r{o7+fr7a`I#OeuyyCf=uNm7#ZEr2LmDSOf-|Y^O0hpuy z^Jb*J@qL|J2tX zqLDneiZZLvGGq^>bC>=((%`q$1T7@jHi&m9g^Gshf_}7`XN&Eg#ecLP7bwxJiySPV znLh5&dBqmEY;QfKw2=s22wFAeLm(i12Wqb_n`bNw3))+>OP#3Ef(OuIrk3SXnF>a^ z;JX2nO>31axt#*`JBB`)pbA$yE}c9vK|O`Ekj4J38Zm_W3axpdX*a0|y0Ev9M4@90 zpL7m@R)bvv!2G*;`GMfn41!0=-;xeKZU~?Z$@FbB>dC2niX(hFOmm(FKb3JhwUzys ziY(?AkhB*!-gr+h=0X>opZ9CfreLTxsUbnGLs8ZxkHmI5UA$42oNt+!a-@P)N1@}N zY8BH#(VXP^&Wm|rt3`Px_$Ix15UzewSL8p56y0TR#5!|Ii{wdYi1NAll!24S58SWGL^lZ?Z<{L^xw0wxznc-APM)-9&zexO39+s{8gmi zTWOatzDT&4(*c+-Z%Vlji(!V|;#ur&p`O?)G!KBqPaA=)4O7IU?00cmNj;-m#T>@v zP&fg)06lr3wj%=5M!U4qmt42AlkHZTgKtKRmXb5=-|JhGT*YbQIrSTz7UufWYiRZ; zgLVl69Y=1JqpEnWO*$p8w}N}Cv1#VZJYat3BZedE&MSMvH}^Mw7_qy#m8F_Q+{}B@ zyS4id^)M%oQ1K6mG^sSyeL5?9V=_I(zE(CT?vc|ts~#88u46tV(J!NO=N8#7m$f7; z2qk|UR(6l#9dhScv5~LVSnn>Sf=dm6c?!S9?Oo=zc`crUdo{GaT<}27j7Q9;wkb;d8)q~f|AL&s*$;_K}CY}ZuQLG&;~;m%S5Vzp z#PKcV{-Yhp)_#)qHU6G2)NEZxUBZ^WXa-{xSCn5^w!dT)Yi^=H*duBsJFXe z-&>frsjuJoKF`9Ix+T;*kMHj11OU6U_S&FW3 ze;iY5sFUb%(`dSz{5#RwD+$J-Wpg0%gm`_gka+xSc3l>GElY)>&IWhiwnEU+c;*qvils89m^4Y#4lpqIX<1M79Sc)t|qwB=7z-Fn_smo zs>-e#Xe_-zC%r3a%09O%+Zkf;tlEB^X{i4IXx+=@&vA1BjI+u2<>#;&1JjDXso7iU zbLe*w*-3S$>A~TWD5LWkRHy;A_vC)HW?vFnrm(tG+^XG@P%hReSd8u6&^9|}q=#SA znkz{K!Y|syj}ah@g!|_`v5xdLrNme8y`1*G9FjS0n%~T6{hBp7#DlTO zIKbyM1RfmJBGC1eYgaSFG)ZY2H#0>G?-=^z@$Fjk_`X;ryOH#nn@_N~Fx=foC?x>K zUuRMVeQQ#05NTi9v1yBbrt(dtV^t)O!*D-LccE%FU^Ew+zM*-k$7gdCGhW$qIt znJ>FMoOBqi?Ha~=ZA)BdM^u*S3`MvSD2+zp`Bi%l5lwdhC#xW>?Uhx zS%ixsfC(8L7z`X&LnX`+BAF&c1N+Pde>zE719v&U6ScMHou^)CcekIp-)VDfnZ&1z z1{|RW2PESaE&Z;eFT=}=JCO5gKVb6QFU(#{WAQ%qyY|~r3dn9?SeX9+tTF(n)1H*i zv_ULyEO#*&e~M8c!2Ehq(0A14G>sXw9cD{wcqV%*=vGlX<=P1pV570;Y3e=ep}MrS zzExYeE#^4+1c)2*%?ou5$uWv(rHuwytbl>_Ak-~&Z6}hE+@mq;<*;M*;+Z9h?5!k% zIGWxQ0-hsiflz&gMIM;~MJ>9)7`JB(Q()Rpt|_qJT1=>r-oYs(h1(*QBzDGXb8!+} zENyiNZP?mm8;SJBXc;7S7STq@6}&OV-+5604eUlaq=v@U)!E>+f+AN0#~4yarxg?5 zTZVr!<`|t%2=XXDmTA*mMI5QV<`{`w;oJ=VbO8!!cJ}uTEH-c}u>0#6Qa?(NX|`T? zy89Kf&7AM@S9X1KiYA;#63EvvtZdy~fDQCCk97mU&Mp;V2Lb%R6d$f}K!~ois~dvt zaRscByAPe>1-SP$B)WB_)x>k%!EY-f6b4Ac6ZzC_ ztRtRS{ynPihHo{?xco(Fd3@h*v?`H0pdu$AlY!o+@OG!F>UyTHXQ45`gP};?eBCo)Vw^}RmH=A(WGrE zV<&Du4%Nt8UHFGqyuOCt#dh{yP2`ZpZ7Qzf0plIdTvvAkNgbN4!Mp zl0f(GQ(5@CR=n|+p2;~)9`bjNC@?>Gi@{=g@_D9shUdk4CA7Elc#nq=BGxo2^x>Gyipm-Z0|0X)MKW1p9xIpgSkt4qNe6tU>HuxgfoT3p71`?VdoGc1nk=y;`Nx**K~>2aC$KopaoRqou37l7=~p_OdaNEpO7f!r z0IDEo8SHrJ??^fnXV)h_J&#;n8&mQkwl?N50o;0y4mwo&&Ahgn_OSZ4lXIzA>JX~i zNdj*2z~nFcCpA_4SK>C(-^8nat75mlK(i5y2>o-{HLv2GM_kdxo$Z#f{)Krwajm$7 zWpXk}Y5>Je4_L6!d^>+6Gs`ZYcG5Mve9|OLK?C$ZOxIc9_%0{b_04|f+FMv}WD5jy z3@}yhM{d;r026DYLer#paQAaJmuQE(cPH3qn!Dk-F67Y_ueC^Z3x+vqA=|Pu{n5Aj z&<6Mz8-d`CG27mwkuw9SJwXSWcxFh|c{uCs??}j`o}(j^+JHH0y+&;dPMhrr)4Xgx z%oyX$C+?5)=~3Nym90EK2Bfy(<(@FnTL$5Y8=L0z3JIxo%_8pN>O1QvwPa*&%R+bi)axJNiUP&e@NOjIY!Okl)QPgcd}*QXx?v_AB8Kou1Li<#i69pt6IL;3K zxTrNdX}mpZ`iz=^p7!$MC?>s@5w_Yq{otd4jGn#C080KNwDNw}Ezgr}=9o6g8CQ-$ z$qYJo=a_sTke-Q`E&1Ft-MiO>JA{flJ+*&6EaM>5|1eS z$ACKfdQ`qJzeD}EXEozl6^1h$5y#ExBbH;1KqD9!=|CMHh&)wmq_^2oeA~4#BbMzrhl;sZls@3mra>nIw^cvrQ1bqGf6XB+(cxJ zmKJlcADNhS0Cy&=U*0W`hwimVu{?3YX8{``LE8uETua`)&Gn7`qpB{Dw>o^V3xt4d zmkx3^pS!tmK<`_(Fvgz@ZlkuIcZqBdmeMB2Wdj2vw-f6$=vw>~M;Ef&)^V71&rXf~lc*Ekr!>y!FZq47qYJ@~MWRyRgwx83D1 zkIY`HzovaF2g0_E9;xB;EPG@cOwNImn8QtwKO;$J8x)C%0YBj=C2%@*??BGs=UaH0 z=ax951Yw=P89h4GabBaw*AH=S(4zAy$S^*qwHlt4W2;&SBazVNszc$O z9@9p-(yi>4J3E7!W86;fa!)id7GCPo=YN%V8-*L3#V9z(t_?EVP_?*Z`#tP3?-?N^ z3`gJ&YPE-kG;Ju{3mYimTa@zV3Q68EjDDt>rg%?7(XSTsO|eKNSjsCaF*rR(C+SQJ zA8NF?ypA~UVrjRZl_U&Ltv)-O0sFR|DCI568I(4C#%n&q!MY`msx?S7^-GZERC4F# zX3luexv4HZ72*4>Py0e^1#80~l*zn;Sadyor~^)ILe3&mOPhF30V?t;kPoOQr7~Ol zYh_a<%t{~bd9neK>OE^eR`8yKtlvp@e`1r|vM6UP%fR4tIPXu?JSU>+pJ!|PA#iP@ z^5ZP$|R28Kh7o{BzIYN^fA=)0?QgmEcGu8+r9TGn%Jy;Y|+j zNw(9jES2qTj$uN__kFY0kN8D2W1|fmS}4=Ei3}T$EDm#==dA!)lKR}+%`|gGBB2>% zkYIG`dJkHCwagR9;v1NxWN(-xfw=F`@l@gPwuNh@-f4E$LOV;m8P_E5?bkV`X+9Ft zv{|mD({02)c=F`|iQK-N&<2X$!1GBIS20S#GBGNWdGr*Ee`?pBSh<0u$xxzDSn-@= zIjqe)!TJu5fA-4@0|d&2LwSVY9=%O0J_^vSwNLFRZ1!FWOv^8r#H${>XC3GRMmxJW z+*x%WLYR%5zZRhlb^ofia^a6|v`q?0CDZJ_&hsah?Yy>Et~oUYhl4atBT!rYHrMR) zDisgrvv7LwPALY4oU+@tz_$<=N98xJ@1`@>opE<*vtgdx5r*>GRZ@Qg&1FU4&kseZ zE%2}(YV&;WH_U8@&V6x3{{VsXEk{t2{_4@Dx_mQABw>;|ahy{FYFnFlIFfjyBz@O# zGgYUW-WZ{0mNoMU+F8dV+Nx_F6VbK#7UNX4^QS}+hYZ8z^x)KYz7)~5Xe{8pwrL}@ zU66p~c8p`O_7nl2kf)y(V)bz{$0Jq$|%RzF{qp$#g2W(b9fo}$xrfZs( zp>Z5KdfgR}EJrIQd0~&?Iq6Y+Jk{)?i&L{R6L&4dlf?*AnGgbUKMGwwV`Ms2=Dn&} zwC&?Ndom?-5Ka^@0N@|SimP*~d_11s2L8^P8Gdgu79+SH_Kta?uHIs~?C0LAUmRFm zVE+ICt3LHpQI%oSZl!hHsTpEDX;0x{9nT)r?jg+X*HWX*;}L=K;B@@Xe=5}2-|&py z5>Gc#^j!B^zS_N%HxsP(ks_|a3yAZ(AfA1Js>|a053$1Rl6jH>b}W5L@Ng;?)+y@F zcU6?h;w?dZsm9>&TR#9HS ztf?aX*BEc1t7l<6bpwhvT(8UU74GhiV)I0`(o;jS)2&%zTk!I2%MtSRV_0{QTIv2X zzI&Yw^%uFF9@8K*(p%g*So3RDzSOQ;PmamH z!ZlX7lIc!WcAvU^>NssLpHhxD(QahBT}(|a>n{a652bo?#b;{>MG!+9w)Ryaa^AH& zOA-Y`EP2O9ag$9uSRS`HyBk~hd=srgkWB^D^U7jgjLV+YnW5R;&8XWvIvvKJ0%_7h z%*(`%M^p7awdrdtCAK_~j1W{88PC$BYpB*=FMMIM(VPl8`u_lxgQ4c|+UisIOG&bA zD)J|>zgA+)!!B}IdsVyPs%V$G<)x;ZJ=}V)Fi#r%sz~QQoq7XZM;Y?mpvlGy0aBZo z;9NUKtBm~27c}?&y+6nnhZCgeS5`hJ@a`ck1+Ae;qyvR>&Ochx@P(D#o}sQwJP&TK za9KmI-yWmXS4#JA#ju8rRrwz<8>%OqxH4ocWMCb`ud%0p*YRSp$HirINYe(LH`{-- zzSZ`#77!+Lo&Nw%FWt8jhUz)-!Q2iY@+F_Z@#KzOxUr5~XmX2MxffEha)X zMt5hD#FWvan~8?TkUl|rK-bxY_4He z(`Fu9u1F;DpK?1_ME3!vWefuxV;yO)AQG?*`_8}~rkht*{}S~d7>ER(XH=oZsC!pz0+cb+$3eUI2b9AIP0Ek(MV-&#|5)OsSLmZ zMtacI!sj>PxMtJ!d)TH{BtdSQ%J5hw4OOwyEHxh#>lb&CP97_?F|tVL56U>eI6T)@ z!z+Z`PI=>{Cnq@sWR6E#I^0WZ9DpJ}1nZ?EJLI{WI8VLv)^4kL8S$l!+S{?SvM}4u z`TNo`ormzvcZ|##1~bV373)k9ji+>Bv&qWmCYn}h_6F{(RMoWIKVGw2ZAud)D#6u5 z5JBmlD>~!Cx+nH5dPd2T%_j2#iB5Naz1Fu@MPjE1J5Nzn+4#!=vj;h;ubp+jz>=?lkX~Z9(Ko%!B7$ zxarsdUGp~B!i)wia1C?%wf3F;y=P-_Z1)!?H57L`x|-(p(n7Bk#>_~Pk@92>#C=Jo&mV>V0I(kMwCmU{p6g>p zl3#lIjP&bTy4;#`+1jns$r>{Gk?kMDmFxOZ)B5ZkP8U(TiVa^$yqUH|v6+b;zSNNF z6Qp{^xoZ;zkgRbQU(K;vTK(O$GTW>+vEEHHA0#mCQ)$=JeUj}pdnj$Aw*aum$jW^x zmcaKYY4Am=f)kw&N4Ffm&?HmjpGrNzaX zq6j0*xQlCS{0^9kHh;vASszGn8rI~XCJL&X+9#e)~|IZo-1##*ut$8uNTa!dV`*xn5|6@ z#M(XVGYbhGA!>$KiK5%`W2%ozPvK~5q36QsAhBDkOR_Jn;%j|IDFNLXE&j9~!o5=d z6BmK*)nyJo!c&vL zTHC|Cl^ssrn?Ryk#@)euS3KWMTNHf-v^i&OZKYMaR4ueFdC&gTZKN@Rk%mbDcpqBN@gy(ee-Mdn5#o`w zk#`b5Q@5NEUG}Ygrr10Z>S8uo=klU24*W6q?e(Ty>e_r7^fq%LORI>Wslc2 zN*xo!dWNMQr{r4Aac*!LDFIX?kV=D$*1Bq1b;>(^s@_-t%RiW<0M0Of`t;k;`GQ)b zkJ9z+IpowlNppE`CF??3J2>Ah6ifF|kM9yjezdpxESCNgv~5Fh7dP?UYObfV9G-gt z@`~$YxzWroa}(+QLVfvwK)fF3>rJ0ow9T!&WKH(fkit-cjkR)edxKK+L+WPuL`UXo zLc(7+OH0BnT*z5*v~JqRsNGz;U0a_F-{~;OlImBt(n7YeoU)HMC6Ay0XEohvy0wY1 zvlkCMuji64a)zduw~GEvrYXB=Osu zaL+UGwUqVRM;W2?tJj~zR*}S8`###?U<>~MP1}A4`~({AbnSOZ)a_SLfzxl8U{{p_ zux#UKC!T8jS1`52i4&ob2;a1fgN`%rk6JnhQ_XcdsI@Cw>#H|bjx81lXEB_Ge=$m- z_XDV|$3=)m;%#lQhh( zw}oUN;GoG2euj&Mjy`Qt-p0?w_65Al>#Nz48&w6KP3iz34&PeP@ZFPJYnqZ2NiHC@ zw1}}Dk>HH|MRZ@S|QF)7I&cW`pe#0hA6mkU0Cjc%f(v z=Dbh+me-J_<@wWf7@>LX?v?g19maY$Bkt78B>JDj=eoa$eWFVl8cYmsARIP3XRqU1 z>m`lLh{?8^L?x6Gu2%;Hk4zudtdA|!qVu?N25=J9 zGAJ0y;DOSc)JV*K3}}+*vFP$ygJT2bBHnmET<5(uFAHea`W*T_y_icm+kCKxKQZH+ z=RK=pNf94oXK_3XQznsN89TRQfsRO|1|5fnG~FuJ?$=M#k|n#3Y^WqBc;t2bO*2OD zrj?>jXRxvs)4F+W`_kNZ9GcwT<(JU{czO%9N zuA-2-znD)a+c@rOSv()1zN$4Aumk0 z$65fx)Vv*|YPZu}-PokFzCU_hf#c|LQ)=EB(RG<)n^3h`j4=q~CPFr^&{nQ@$m&65 z$0C^mg07^7!Q=tRpbXtZ!y0C#rrOwD+O(GThY%@{f}=fHEySE2Y_3O{d#hl(f130A7X3+<(ZV z(>x`nX-Rgrkd!wovQM0nSJR)Vt$#JlZM}2I0|t~k0(2*hx`wGXp*^9J;#X46C1J?+>DW|WB+zwTOIXtHH2bSqzQ?(?&YQq<(XskhOv+K0 zU@f@%ahlK9H3+ngE`35?1-cd){v+5Aa%o%^=MmvaFCf-DOM82F3PT*f>7+-Gm}lo- zLGABJ;N4omJY%gd+ap%Kxdzx^{`ap=Kb>oMb6eFl*tK|P)2veRB~T*^g?A%3lh%(6 zYEx=@wxMNzr`W?agv%Ivbiv8UI6sGKYWEI@AFto|Z&A~lJugj?9}qR!`4ketgK|rE z&*@%|s_8eHmxZO%3SBID1znfgw6uKN2&UE zuAb{vlS$F8H4F7dXkzmn5a4dd-5$Kr&^nwI<)*b~;_nV=_cs|*2mFroFEB6o+8sK~MXSBc_L`tVmj3`|eXnuoG5GcL zrSR{9B9p=&WY!WxHQd7HX!n(1-MQvtX@(SF%1QAIZ9Qm9Vc1B~-bR}@?6UIx)7xQ;2sxpip>ZR8X3gUxaJOIgq3 zm5;*@aP}8A@*CAVgk+F?dFn^wU9X8R4)+6T^~l0rspP4r{lz+U2f` zsOfgrYkwD=0k-5E@-zDVDGcKc&z0cT@X7N(wLi3Wi*lzp9r|?5Z+PbV(%#ET(+$*S z?#|{ZCX1Y+h5N+S>wR;?+O)D>X}%xRt`;etA3d86HlBo@eJWj3S-rpU1lmTEqv`i| zHc^Q#B)K3KIQyf&9Vh~)issX=uQWY&M_auN$nng<30}R%GuQc5uLLc;-XPa!(om+3 z;Y4^FP`_NL{OT$EW+%}!rPFk{P3EIHhwPFM-76`<`i!0{cfz{tx|EmNW#xo6H?|M9 zNTDAg9P$U@KpjdS;U|m$1#_odyBONmZfA~2Ia7ttPr|AH0K$2G-V?FAYfEV_ zZ|+{*7aL<3$KD68QBBYwYabVDwtB3SU24k%3u~Dl{bW0P4uIqO)^>(;8T<{WY1-tC z7uv3;FiyOAY%!8swsJj>;Xux#!;$!c9YX5MU4jLS!X7E$A1*=0-1N>W&x^HJ(scOV z+8E`!c@iiLi;=wcBd#%;=R75Gb!+0uv?#S-?M*cx-je4cGCKqM8nfd2hyMVC(?qm_ z-g~#UQ*|UTfxMo8^YqOz8hT%eAiMCaTE+S(5u>fcYzJvmf(PlvW?6W_bzOf;(`?~* z?5>%-=&m3EjxtoK>4WQB;gWCoL_AZa7$u5GE)wU-k$!ZIo8|}HarxHJyR^CSSA&|? zc%@{t{os!W%fcQA?aUA2YxRq+|xh(a%5ry6ZeyXjj4dl(IUR79c_FK4C}=En8cINqAH2)7;%mjOi7+ zZheERdjZ8H{vgxs^jka9t#u9HQ3Poo=a{$fh4uCNRXc-^9a#B}Hk~G2tXsHcEC=CS zmW^vQ^4iFCDQtehqczQ|N4Jg6`EExefDSuQ2czCz!DC@H?aH#p0&jnpEThu1wC#S+ zQ}d&NC5qxC5=jNbUQ=x+hr#XdRJDt#ul^cOdvu^nKAatwrWk>oetE2$tGCj%E2h`l z9Z6=<@`eHBl!#y$%IA&6hs~bU0o2XnTN`a6=Tj0a@Ii%PZsE>J$MwxVZxC6C@Ahw+ zTPz7;iyO%}I2`lTX1G04D~oflLnKyqyR^$vAhgL<9%u`b-Lc=etJ7+h^?Vp zh~$Aos2hM~Lf=f9OlN8Rr)Bn$Z1;BQG0r1tR5-xN$j*9Fe`{KsHoFqU)_nf}q^zsu z<2dV_R|%|I+D$IMJhsuit*zO|<`wz2khxs`Cp9^aCGi_+s*$Fid`X6gC=rw74 z`fi&vYd)TuzM!ca94SDcr#Hb^741*ikK8il33n@e|h z1bbh~c6k5+zq)-7wN7T-o0|x#GEQ^Ht$FROwbb{T8YQKj$-Rp5{KI-mqdUGcz&T)q zV~&;3$6_TXDn*)KHzX003P@peiUC(7Hm9Or)n3l+eR)CX3yE?k`l4b zSFXnIR?fd>y4*TM%Pe9z7tXxARTE?NL>;+2OHUsCm z_oHzeM1+j7$-w6{*JcExDJKBn3c|kd#M*|FWoEkWp>HLy+Sd`c&o{gJ(zk}LKj9iW zQP%Iw-e7OG@BQvGoM+O2Hq^+3D-d5e2N=ys^ZnLdag)Y5u71Fwp?T7Z={O@(r z>Dw<4`?Vg8;rs0|Z-m;_?eonamKt`?m)GWBerbWwJccsE_?v)FT+*t3>nx`vb;Wbq zCxve`-AQid@dfqzsul7l#?nvYNp0b4yIoXXpAu?QL?tiwM?WFSIA5nU0ll_C9|Z6| zUMPjSDPz-+)z4k{TK4lvVi z-!C2i036T58ln!hW!5kN)Q^M%S^d)K7KjQ>X{oO0f7W`@0!9M8o2(z zI$75545D4)@c#g<0QUM)>HZzNva!3gn_RxRYlYgANJjX0##VqgH@g^$u>&7B6_?^Y zbu?WrOSeMJjj^EqH#{i(>b{5JtF0pPNv<{P>*ZwuW0>#{T-Ha6Ew#CPO{d=4X@73B zvQ6m`kRq9h>U*3Hlp!$CwcS@+&~+D&PO=yAOc7u$wl_WZA6l{C?P^VO-tK#wJ6mg; zY0M*UmREyXHxUS}&DWS@c}4_;^1S~5I+Nk#$hNxCmEu%p3I+9kf9DY-B}PnJZ)HV<5$^?LhJw$toHw^u0) zMS$}NC!bC#^fwmQntV+R>m+gw%ObY~Qq-d_Q1EV(fA(g$ONTbmEOG6Z00GlJwLRyA zbe%^~hf})?#kLdB!HraqF6n-&WHuG|6v8(Q9ZKgSZC@ zM+TaGSE#&*F8m>+>N>CXl+no3ZdS@mfsxaSpHT32i>T@gsoh5@y51WrDFY*?6#K1X zNz>I5S)1mM%|$>-Wa*#QuZFjkBZq$+6+640-&zndo}=Ln8(6QWlK_YEn|XdRC~7Fp&mupmBpwCL}`{Amry6pk`(N0ED!iTHe|l$Yd#M zn<5J#U8C^pQon|Dne;gHa}1wjg|e&W9RC2{U3=Dyep;h#E=O=pNfyAQZYLvynqo68 z{4b?i=(A~2q@QJ-vg*>D{s*lyNARANp{>+*LSVN`wm|ZhqUIr`dsntavuVTGX2I;`a6_7ywoocBdZICb{7&U2s9>-rhoCU8*3LZb!Xr z9fegH`Nuy>0*KX@ap#`A(n~eux(=Yb8+`(k+Sh| zkCvm-{4sN-THZx2yLonQBiN5GSiRTYx1&M4$>x^kn&7;-5`3WZfkOmydOwEsEh(-| z$B1t45?G9Ji5LA@KgHLrH%jpSsi*y??S3Gd`DBY^B1FfQ-`=i}hAoi)04V1b8zb*6 zza!9gp@GfVXnO6Xz5I7N@7koAAeQdYW6E#ud(~JpUlPNk+}pml6qm0cXlF5Ssyc!( z-nysX<}c1R=bTl1$Tu^%+D9CB?MMv$F3$QLHYl}Qh^}uJK4i$a2c9up3^(@jc;?xr zOM!H6WKLo`e6YJyY5i-`-J}sdah&mr<@KhueP+wfzw&P&x0TTX@)V9=KHX@)y>Z*! zvCl~z@AfR$wjw8**HE5!67*#RfsSF$>jujQq(wshgCQv{{Wv#MbYg40I_3p z;-YOOxFk%&0l^q`{A*8Jv$wct1UE3lG)OW@8;p4Xeg_z%`uqa={{UUi4)#$Vzo)Up zQTZ&fmKX|6SGm2sy3+Lvd#k0IJ9*<>$haGO^sPS&7a!0=G3bq>0i7l)3z$z#-D3x;r{>+&bI1_B=MVv z3ytTlNv&NsM6$Be+9=GV0wL%p!%4B;XD@)4yRHhO4!u z@ocvEG4F$MjN}oXdRCUBEJws}%cqc3X)ot05JG~u71Y{j8cv;Ua~-9cFP@uaQb|?= zpgxr@mEpZFO!KYnt)tm;g(mrlB}nO<*V+Buho-y8~i$~Kf&5Arlp|o&qqv!Wc>z@ArjcZ<7TVKf=T_VVB zq%uUTGqt-MbfQ|JEe;k74Mr%8t$y}b8fKU-BO3u-&Py;L^c}dZTZO#SpdKK#zaY&m zxSq(MWh8*RbJsXI0=kRM8&B2znQv`USB!k6iRsq|)OW$E@@RTm>Wit#Y>jdVCAr3W z0#`UE@S@{pAB}A#zHK(Z#s`}`qCKaA!ZKIs$gCE+j^|#q*RDLrw<^$pIpHAr@&5n< zCcPT!)hE<#CUxA_?Y=f6?lBlA@~WTNb}>s7cJ`3$wq}wsjsbtZe;k@fE^$9%yAZnC zSzEv^^jR7!duAofd)FI}@isfumxD>TO-N~Qq;{W>u(HLTP?$0OFp3Y4IcNqU``|ZfMXpGG<5@(p3dGc70ITo z2(~Y+!VCcimVa}Q2j6iVR5SUI+fepWS&arYW{+?zQ=1N+g~&&*D^$4GH0xPN}q1EHLP~_R`J@~ zDn|@T5fOSQ6amG+r2H(ud>&%C<30StReVQanl_W9#iQGKU_m=eu>AW9FPPw-OJg-YqhM@*FliS-#ac<8Vw2*?al0M*JgZY7qL%GIkR+d&S*OvBL zexapBYXVPdUlPE82SJST2fk{}hM8rjPjfUwGF)6V%_D)l7U}`UaZjka8GaJeETMw(`Y0p& zT=$cSChkCUfDd8EYM)*3!)sTGaJt5!WDz#`cCG+E=iarg?d`1)M{cT#y_;w~OB|E< znwCidChhxIJ#w*FWta#x{*_GWoUfQkPPQ;KfBtQs`ye}PWD@otm<~#m|{4e2$&s*y>;0Gspsp^ z(&QW-PJQ^H0nclG7;SRmDMqb*WKtl6TRs8z`qVdG9g|YCx3+Co{@3iFqRR{6rQi&| zuS)2{Y+;j}p17x-tMg!U$662^w7wa*Z6Ylz`*Qj)kG$O@e(}2SPvcYB_-U=QTa7qt zH}d)IpR~yT0KAW<0RA7XbS$8da60<-G|=FVqa6>W0CSpFfhLm${4J_qU45Vk)Xv<- zaDHU`=+OK%ainTZaVE2Wdzi|VxNN8=9FKl0qB1Kf3ys66>xxuiyBmRF*O~z3tvo9w zuB#2>YnqM1q=rwk$loFDf;~B@Ch)w|YLj0sxv0jiIG4#+`4j`4pn7p#A!Xgp2fk=7 zgg93N)Z?WfIo)H!_Zs!@+9KCA9X>6ge5-cCoOi0eFVppVtF0&OR-bRRv?5tzX##nY z4i|QMj`h}V0YP#)XPScY_A4t(i|NkTAVVX*cmPlc;CvB#cK#;u70tz>TP%`qxGyNg zE)U)M9(neud=+ya{3c!}Z!$J7bT(zj&C7K4{3>l1R?>C7FI}3?!}6;#hPt-MXSywu zfzKWIs{R^>!`Ir3(pq?P>^GWx$&)OEvN_Le_QCw=t-)d(3;xl2*uP3xPi(s0O#;E#6G9t_;p*0i(duYTu%hBn4694AHRryN5&XM?ia?XBCD0_lWer49lrSd26N0C6LD!Je3E4 zPjk>?wtcG4h&3quORF}Rw|4eAJTo7(O)CX6usnqxgV)!Z+0!+R6HDH0?*ju+62~wVjBS@dGw~aC!Y`0th1>6wq$2b!*#=Mjw^f%rZed z1YfDFPYplzkBH8_tY6x#{?iq$h>&I_=RA7jKhCixkt#7}zZM-*dwvo$^ zw*i>Zy+RZ3pT@L2S*ZASeNV}sM3YmxiWQPs;NxN*Mo2u2AJ?rN0I6Z(IIKJgr?S{X z{h(x$-r6t*!c>gPN$5Gr^)=D>D#G5*E2+P=Ewv3&>4eu$9GkZLarNu#SlZS1g{RT9 z`G%O+f<-Y|TSb*C&&&u1*XxpNL&0sJv=>t8mQ7)Nn2P2p80W4>Q|p>wcCoksTAX|ZAQxR{6TnS zWxjjp+RzAz8zVUT-3R08Oe}g0#nzvsc&^gI*GyluYOxlUbZih5U;;aiDkyFIATEEh zlxgBcxDutXetgVuah|oEJ<4AA_riD45K?P5n>~7hPvuwn-Wrapjgw`Dbt59{dXGybAmL6Q#`m0C`~`9QFkN0EGfM z+g}lBIvv%_T7HExStY=>n)Wg`*qW%UC9Yv)lJl?mOq0AsJxyun#! zoBML&2@^oM)LEyuh~z~g{l_p%XpG|jJDOvga^D&(J2-CqPpE;y#;ugVYhn>FrZ#_nsNE)N~oFbXe_@{wKJO;h$&O@twr>Jt{wk zzw$3?P$Meb$9V5LHyB>T`)5C`F0b}2SH`{+R!AqYmN`B|8I6EHsK}-TnKaJ_JW^`D zO_Zx~C(AOq3BNr(xjib?@vygs;8|?sLB-$Z= znk@9kzt*E^^nGgj<4V7`j^b-H60C0g7Hs^W=bYeuE1%S@f8iO|ucy^C$ZzybO5`(7 zw=zK{eo>!e+qfRo?H@$b-^U&&Cfz}^giCHS{;i7g!}I-U1A5*K3T+0&YZ^=%WJYKE zJ+!wOJC9s2Jm=Frt3=!QXT(q`0?O?y{{VIbZNxx-3CHm9(D7bz97}QFKMKP#28H!j zM+ZEDaBELkw_P7w@uj|*8o>zC<8LVj0)om8G3}qukk08fO#@oDy3?Y%wYo%IlR&Nf zKS7L-rAup}=(d)V#cyE>M{t`a`Ep%-2`4zNGeXg|3yFL$e+HRjXK7}cGsQSBJZ!w~ zTyk@hitTl%wRtR~8Wh&h+;39m;WDK?KDosJSGDlghi;cJ#izuvPN8KRnD13NP)R+F z7g}DGbA2_$*3rpvJVH5JpPfPDAbkhrOpXr|E`v03T-Y69pD{|2pD9-(f<1AXG|OKS ziwn`I+*m#9ulggxm{n{az4+pR781u#m8M6vQ|HdJ%ou(77aLgnj8wNeHkEZ1#1|Hb z;_6>IZ}y}d2G3#u>MDkdXX0qD9rdfr32n@0YTL)PxBBPPtwp9<_`WSg8&$v4Ww0BI ztT7dH#~3*JQv+fxFHN=if6F( z#wlU8@hWI{FOFWI%* zojyxlpLW(VufL2QojTA4kb=tE;u8|AQo{hZ8%Id{DEw;sN+Wd)-u2As*4{2nSsPQj z(%Vkl-e8I{B-_s3arC909~m~V#tW@5X})jDu7}L>^U(3v8K4fF$fIsa8T~0T1bFr1 z7_M_%kHyWXxzVn4*zAg^MYv49d*tG!)?x8PvRgKZb72yye)wF*PUrPsY5>}oY*9M` z6-QsfqqmhMPceS!3C4@%CmyV{Si$cIK1I@j7^XAfHeE+Vg(! zkM~FbIB+Fvc-Js2F+amvhoVmEtq>;4syW}YTpD(~&m>GEn{^6K!R5vj-Vj{MWK zSo}(&>}xY=@@7Buf3qeq{Qd84lmV>HBb88KD+7>EG{HFXLEF)D$6QtxnQ!8;dcWIO z8f=#P4;Ink_kB%Qx3=+;>XEg?`fJ#3A=Wkd{JimwI`p6pqIbsaq;}eU=~al0OqkpU z%yV4b=yFHA$V6gKPubPLrU2_#cz5401|1m=9aaw$ELMNmji;js{{Yf_^(QaKPj0l!hR2> z@%QE_^1J=t(ttVvA?Qxtagf=~Rn)KI(=^Gi?qmxMx|Vh$B;%kS=cQHB(^O44PO@#D z>`B(yeo{Me`PVDsZAD*S)2wwHYp?8>Puk`XL|n|ngH+0Tjm9VbUP28z|Q z(tKT_Su7f6vu7LAZ0OaR8kKX>2RdUE&$n_)Av-Pb10ApQYOA@>R-TBJ=r zmvIul#%1BXIii0ECyaOc)IZpsR8u2gTr`s)Pdk9fNAVAO%x5`zW4e_Eyc63QV-U@; z@R7FR@+kEkbMH;O)9rt>WwnMm&Ai29d8Ck&F;~YP!=`I}JTVM+F-*6YKPUvLVTNIX zTc=ZsvHt)F)v44Zx-#4y@&^&``B3LP4@}Y6MN4==(exNGxkb>xCpiEg&x)a>>Gs!t zC`f?+07kTFo-~c{x!=Zpvs?EXEEgJmy_3y6am4$T;gf5AeS4alOww&E?qZVOGJ+UP zN;hN`CnTSI(@)-PAH!sGdi~I_@rz!gaJIq*$NNCz^#ZkgE2qXhHGg3IhLTv$dYp>T zpGUFOZf3ZiCMC)ry}{UWD&3v5c9KZ8>yI{4wcA}`CcN>uoe1A&G4~(8k=u$Y1W}q}H_m01{nam(q2ZEN!-d5rvu+&CaFBfmZBIT=bn1z#A&8=&f8Y0&te`v&A{HHcZ3ZL%`b4HIJ ziWP3ZweIx!zjgbMB{8-C0NVDgW&kuq$T7DVJxxm#OCqr3VDLew+($X1FN$Km&a-i+ zHHktoZl`ws--SnD{w$AHQ>dn${gzmUFrVH5+PWY4WCzQ&o96fW)Kad*kn&Y|z@w-b zc9Zz6wbV~Wgk$R-h-E;2`Y zgzhS!o;MP4-j#!M4%+v`Kicxed#2k*VTLI(OO`nMynEGsKT`1w&|bCXh>-bl7q{6i zeAdqk?Oig$hBY7_yl2*;jDYe0K~Q+bE`u^OYt2&r*_%?+e!((6)sKGd!~507+RtsM zc=9W`CyGNXlUuAMvQ-su0UrFT;+k}cCJeALR8i5bt@}-IA)G12?v7GpSr|* zQtNT_v5P9h7l$lfO9s5Oit=`vFfb8IV|U?Fc$(JR`${KOAH0QkzJBuV0YLh7rA;%$ zXGmKe_G+?7>oHfz00Ke%zA>@MZ>Tw`b?ZG+d%|LhIUu(|MpI5gk#AbwXfm3@qeeY%L>HtxkptT7Vc{^Q`4<)wMB+oiS4xk5G*6;SG`=( zuJpY#Lun#sHqptooUThTG}ge@#-^IO;k{qAOKbKe$qI|}0ot{+i*0?iW_#(aB(PvZ zBx*zZR&*XEu}gc&o6HGqwPeJ73E*Saw=KL!V->~34qtt=0^&>|`-l0SoKm|&+-;So zh@sV8uI_A_#O~c3Xm^zD+N^2I;xFx}%U)U?G%?Bu{(ZfMaa#5lP~PeAUqsEeMclq( z?Ia$=cB{6`f=mU$#(L1Mw;R;JHohX0SpD_wn6NTr#3T9kb{WN4`zMNqu<|AKps_ON z%V_f3Ju~ZD$uVY9Lg3&j7|Hrm;+jPaRRL5y796*F6R+3%iJ@1*P>NarMf}}?z zS#rE&6ZzCyy}yX()D-B~_O|xnMq`#O%no@V;<`Ac%nK^y=a488IGF$@F^(#AgRv;u3#8|WYanh4fvGF6DL8fXpa7pEDxM?EDXZ0L(t?5feafKVV z9=?K>OOGO4u-pzX0`#E)lX+p{Pwblrto0j6wFLhFkC|RPq?~pb;+;O7;up|jMbvGV zSPz+JXtIpF@CG>TTgFY;I3aVv6)2HJcrBa`xa&!c9PD~mh`+GqhFwO`>c&j1*OmLQ zzMFCBPqNc|LmroT75=GfE$JAvnmBN=ar{FZ^IZbJ?*3o9kIUMe2rKiRSYnMp!P2z< z01?2K16S1TE(1r1e28}JZ&T~qnWE|bCAYgLSk-MVt#)7}Q0-vdj&ahu24FL|@Hsd% zrbQ<`J?PX9V@=ZhRR*TAY8tJS`gvyaA&wj~FKirB(@XI<)x?8Vv;NNWvLP^K{IBlk z9c!ama?Cc4J^Isw^PYGe#XUrGSGrG$Ush?fyX;t*bDC$Qz+IhtQV7{5Jwt~<$scvJ{$QL~}o!B!5xfwsQUYb|ccI01?oACNTYv10 zQr6eYU*CDK?%vpi^~G-hGJP}Bl<>L78Rwpq0fS{>;sn!gBfiw_ z?k^wyJ!MF?q-P(*JM&G_taaq`*I3l;u9cJbeoR|Dw)N@At^BZXILB&hgd=Mx+IsuY z2RWo^z9qH3Q>*IsmsVj;=%Ryb7Ckw@sG!q)RJx#&U0TTL=2Bh(2hL;9132r7>A4$K zaksTD!Ol)O<2|W?&0cA~C_0l%rD`@%SdunHG&`6MH)P|#H2r47Uwio9M8CAOgJ;er zi*pwB>C+vnqGCzLae>LEkT&o>=*J?E7@DS^uU$iAH0?s#2@x}LWs7i?urNoU&S|sQ z_=R*Rk{i22s(G23Lm$Y?=m+In>e=U@$4XKML+WS)BT2T^KFK0$Q`_9!ET1F7n?}Mq zAAIJypBqTuXwvlAtnTL0+0Dh;+QwMQ6#TLA&=bk7^d7kBnujx zTWdZL)8*DIb*N^tp76-_>Ypo?KE3gbaa~@!e|Kx)%j??+9qt+h^5YAVg|W^%<2n2* zj4^l)(^7x6YI=*uZ7Dxwkx!Ja4?Vf&y*^9JdwT}Il20z!N9MDUjjN30{uEz8>Ul<+ zd0}VbPYuIuYp8#smh;5W;pLJ40E`Z}$?NS&V;-j#iLQ9I(^2wn(&>b;6bE|be59YK z;CfeCXQ_B=#J(`J)Gf6MzqGAmWr`w&Rz>HLk;%a|iK|<9AnVh`ajD(KzEEy0;3vp0 z{?P*i`cN_}t!*`3Ue51PvcLNswW7%kcJ}4e%ZErW3VG^gpQd!W8Xb1lkknVhULGKYaLE~Lh&Q=m2SGn5$Y5k*y4d4 zmdpEZ4M}|*Qc2;Po4mcLapt0i;Ah_hr=@jz#r?8*mKqM4jjd|1D$B7>V}OBz$Drf2 zL8y3t!y0C(7N2ve-bW12=EtXpCNkN;&IbcNwBHd~cv?RYT^rqU^3wKl8c5(@l`sZ6 z4ww`NQ$kBk8^QV>p4XPb?)uw5WmE*a%y~OUVV}~j_(wv!vxfUs)k6KdQGYT-QN(N4 zAFX6w=w2MQ@coSUejvGy+9Ki$m3*{?&h9uSw!9gpX!h~kUuim|*YV5*ZYDYM$mgd} zXalT?HjSVhV}{K<01IO?L9&Zv0~aQUa{tKbs$#$&g0mZ5xol%RS4@G0`yH&s$Qj2<^37&cmgij8l34uPT}}~hp}8p@ zLtu5qFguH13fb7)=~pmIaP46e#}cszD%sBCj@hiI_fgdw+EQFj%5|TzBZm2wKBQ;dflLnK z+Rsai#G18;xw!jwscXJvz$&rh8B^0EJu7EOvbWLnyKOqsMv^OFP!}03&UweyxEpOg z9S6pmm6fy0pTCQDVD5r#bTkA9iyTY7e$x=oZiaJre|hboUb%K_8_k4p2+7SyJz zWfhI4ryN&yuLb+uBW;kfWJ#0n(yH3u%xt_i(n~2ieZw1&T=E3UgFl~oV0L=Xfb`u$ z;!E#3?$T+G?*tNHOY6oz{dHRTyffjwTSYflvq3hQ362<5e83U2%kjrvwC@SL_p7Yx zUTNQTe(4B&kgBBg9Xr+sif)=85$g9gijNyxM`Ni=Bza4AY;9rRp#13p)Xm`yF80dw zi_3!!rEs^BIx_VDk&ZfZ-kqySp=z48oul1e%N_lki*Xc4hvp%2GI5TAm%`eNGeIVu zXp%jqmIbeyCJ310JBB|$#8(&MH)uR}d#Of_8prI@6~|S`R{St%up0LoPJlc{ZLW1& z>881yT&|pR<(V5KXO5M=JTDZQ^Xp%0xr*v^3p7zb?%ZwL$Rm;cYloS|*NrW;P>#NK zu+YXwLXoH(esrEB`x4KoUg_65t_d4_G#V|X>@MfPDlcm^wrsv4h z?hV9jNXwFQ^Ltj2@conP8kVCmX&(OATgw?EU{7yDTs`Hj=ZQRZdt#cLws6Z~1hbfl zCB9WS13sskrFm%fQfodMN05E5Q?(GC#GftsC-kWq*Xe!*u+nest`kwecs?;&l}150>UtXHyl8?wD%Wx}_VL}svfD=3dxYubjCJgB-xS{ni0*W2#2VHi5cdZq;PzU zow+yw`c+*oSJd>)650vwp_Uts6|Su@77Q;K`=tK>A02Z*9)K;q#bY2*~y1&uc?-?HAD~Vu|L|wb~ zHUnd^G=j|3S;3I}tXCg+jy{yZaIB+@9=Ia8l-Biy*S^R+J$LqIxG@`}C@Hf)e;EG& zB9l?qHETUr>~`K9y1RlrV(BCSNF$y-vrG=Du472ZBN<)Xbo}YdDr{WzE7<3)a{A7_ zsp)r#Z)M@>^(agMnc{o^dTsvzKD5nGRn+Yv)9x(vOS_l2Qf9YCAG^TF2akT(=|~Qt z*$>PQ0N`SX_Zcw!amH&3eP33KLx)j|L7q#g9B;AS10dvXC-A00tm_BE@@g-jTqV?U zZCfKJ&f_DHeL4Lo1EO%@P6+m><&=P`yMAGwwTES`>Q~lR&wb(Riy2^#bWt>!^Upsh z^gL90F0ZNUHw7;|J9VbUkrr8GlOc~~#wb8<%JL$qRZ>aD0jJ@kkFjM0h4-#z&%}DI z-lq+<--hmOA!i`mw3$@{p~gGo^`_0@9bNS!Xr3IpYi~Ep7lHm=na2Ejdr$`Y-n%ql zMV63(ka)+h^QOyqw$M#8x~vi9oy&dE+}0MY;vH8`)PBor;oGa|(MB#~Y%64Q#w!oS zTC^8e)>;G2_E=^j=K17(qi6R9dz1XCm98RdDD*2o3hG~A@fFN=a$E@{y^n^C@;Dq+ zJ{Qp}Gd0eYuU%eSlIuJ~{EW=FCAj3^=9}>Q?DE;__KvVhKGes{IABzqDaUcs6(_@X z3t_58axthl;BYvl{$pt86HM@;mVo%i?IMYa#)mjj>H1MtZLRfP8r$smJ`A_L-7Joi zNOHszo^kb}p1lR3>|}b?9b~Z4u1dK^z{3vQiqJJjR7R6bofHB{AI^#VBaY`7`qjsn zvB#v`u-q4aLC$&oKU%F8t*Oi9f5eVJ9v5<1{_75l_}4;tjB}HpUMduxDFO1ON5g#E zPHF(fk5tx+>HD-_E;)fWIg|ZIJP&$odbfz0#`<6EBw3Nd+s0-809refTNCOQuw9F1 zo+XoEeT?IF-&|8$RJM-NIh~M4BLzZRh9{;zv~E3&sqef;cOOGVy zw>i7wYs(`}##guqfvmwv$W(zoJgELcVX#wuX!0VM!x zN$3p0(r-LU(A}=1rrSiz9&P-&GrheJH2n_a#M4c5HC;N|-4-%oF-e`z=y~Z|$i%~) zocaoH+L8z!SxO*5mdkV=rki17BSpCJEVqsQt)|;s+o}?#IX5#mVb+sLyzwp0t>x-k zU9=WF=2+#+dvRNOW&9eQirm{W$qSRQl<;v@hT*$0V1dB(HCm=4o%>gcTUzoTNVQuD z9I2gU`IS9!noH^YQE#d=HhML+#i3!gV=fNfGI5&dZDf?O^Pw^S0Cy)KRfLjB9YY}l zJxvQs1J>pqw|C+@JBY@Qr9*caOtZ-@+&8CMW~Y0v!KYcxWu-@PcOd@&NQBFQ8TK{4 zO9=*3JoC*tg9$JbAoEL6oY=kBf3RBc=_)lLCIy(Af<1FmX*K=_VlG=g;@$`wKn$=&gj~%x2fIvT8@PJd@6;6ra;{KVyWBfdfd9# z*eCGp(AzteH-2V9sOWKBdOw<^k&22;hsJ(Ve>xM?Ivkb$yQ|u2=F$%hT-?B}5pF~9 zNB6o^`p&ti=#z*o^c&4aHbBN`j{u(CE1=&nVZbWu!sDeI-Bp)4E7^Ndt%FOP=C7>X zX;$`=L!)0_wCTNsBbbk)d((9f5l>;HT3?M8`ggiqv@wjdIR5o-tH~Tr>yv_br^zdW z2pAjA2qy$lsLo=46E(h#WvQJbP=B-%zCy>Bj~=xJ*NN8OLA2GMOuhnX3W!!by5qSW zg>|yZ$nDr;u6mk<-Nfj*7-92sMeZY%zVTcdev4GtlzQO{43Fib=UEJ~p0X$IH}<7e+bnjEc>*jn>XBF~0owQObUWb6YyyjCzC-SghzSk%JtbNa#)} z@mksc0BT$6qT&&6Zy%P+o~$?&;u0!dO+1=Uh+~#Q!a1Ybr1Tl>TVh9DYgm#qwbw^n z5ZEig=~W)a%3FPK4MyD-c_Vfuav}QtYhpb*++OM|br@kX>Eb6sPGep^bNqA2DgqCvYG8?pi?DmkdZ2S9($I_0hT@lDZ3AfRs z)dkJN$!Dr9yeG{+EPJ^a{{TH}*EK7fyK5Pq!rSdPCk8k-ZQsbx(z!w4!~Kapm)lft zzZXJHoG(9j71}(CgXaC>sO0(@TdRLtA@wrsH6Ia6re8^QqNEp4f%bSrnG+uT_NX*V z-FA3xp8H7qBSf2^9&Y0!bMn_tl19;kuz*0|(|50#xFN>e@kRFoozitb5MAmlnwE^V zFsx*wiF3L8EiRX-_=fLO@^vi%Y~eAs=|tPIM@}=|x22L5x$=r`V}r-PtxA$4cMAy{ zm<}3{9Nv+tc$M`vw!hHC7Jgw@x$|;VbAyU~#n*`>*ILzdKy=oe54Cx{6Z_cBb!X<_ z;B!tL7mobVaIwnj8i$Es*A2anhO_DW)kVWgf>izEjP}hxS=9VX2B7e1dIH|tC>WKc z#!r4TT|kI$$Q`)NKVSeJhdn7=4sTu5d`D;YQ>5t0d%hxO-6qo;dJcJ}>NkEOk43SP z(?m;~xj;8C8FA#Cbob`EZNGOs`rvgm?V~x*L&5GTjO2yKi7osy1;lzX$*MHFWVJH= z)yes@p2HNj`iF^S&~7d!(L(BLAXx2;yhyx!+pDY!0SCWINYfE2vH5@*6kJH=G^@`M z+}dABf22ombrfgFh)cW8Y;^Xgcz)}|6WmMvucV7O(hyO+-TU9B+*eGa%T7jHoB>T> zgsI0o9y?RG9Nvwn_?GWgSanSmEbVr-CKB$!>@lA86c_#}lU+z<(2^SyF4wv9vO;t7 zV>Q*58^RIPXE^CkP#K9C#yU_23BK_M{3AbVO&LG6 zjF>iNUIOPC&V4Dmb@zy*(QjtG(UKeJ&MobPxf2dM=Z^K!ZcH|KZb2EKat7g_py+53 z&gmE4A-OkAsc6Y&(ZpH|O}I$>{J!0)Eelie72c+?YMLOiw%Az8Cf)OP71M47f|3X) z(v$#jr2Pn@;Bz+GuZd*We2MfFhQQ3qZoKU6L7X--?MtZYekmHEx3SRC?0nT9YBLT~ zjF2;3D*=uVPBD(O-RuCucO57|b2{z+0Eq4NA~d}fZ!N@XRzo(^yST<`ZF2X-7O~i! zGe;MU(dKpYak04LuhzOQr0(O7N^FeERY>5U%78F#FE#k|3rX#CWS3Epk3Q9QbS|m<9BGgcFwbH-;vKA+|?f+YB2+2qD^*|Fy9j;<-?o>g-O^<=aLHp)KqV6XLI|>ZK0QM3+F}&1MwXw1A_Q}Es55ALuqSs8CIQSw+YVpM*xp* zMOg4OdDr|?8Qi;X$NtU5OQPuUX_5GX?@iV8<(B35MR2MaEe3Oj_Wdd^3ussNdZoqG z9we~6hUQ-~`Y2<`a&yLW^7YL$!I?J;t9U{iyUj;Lvb)nIzIk2bA>;v%1b=sdUW#D1 zyR!1-j7x1iLn_1NDnR4%t^$1pu8;O+rQ=&!w7BNp*6iR(ob)F(-Rf4x??#%|*63NY zL>4*J{{X5TkK`$I2f4yJJ-@`AH0w4=V{a1`)4YTmCC3ZA_Ul+PHO`-=c!g|ZTg?XU z>7r}X7csVeV~*f*Ju_Wqm7>Y0>-M+$r-`j~SFrh@f)WPbbNzU#m!2A$&+U3OpNZ`4 zwCm}7$t@-e<_z@%^z`jQ8A9$kExcK$-Dm`AvO%UHmIhC|5Eut1_=xN|>+4!x7r3~! z@P)vlIl?*~TDZQqZARx&j%i{I^FeICb$vQ=YqRl`L}*jp zXXLzwGO+c=z5*SpV@D8i$%A&63c?0y-)|s$I$yxuIajw zxwtTRmd?jdzW^*VoNZmW+Md|-qo8##mdzlr@UE?IZF8wPZ z7t{3JBT8F6KISW@Q@VLk!xwY>M;*OAs1Anmj1GC+M^jCk_i;NA0)dh~l+hp(1tTO5 zNi<0)C{rYs&frICLn}C&?9R~nVVO?CeR0M}t`)x9B;*h? zpYm(H44?tH7~JqN$gd^WT1MA(PY|na8fEklqcG!W&hPW@PQp6NFALw>>b@VolI{st zO}1zlA`o9B;~$+yd=k^>nx&kVk@=Tbrt;oM!5&L`A6kc8zSZUNZi}bs*Z%-!j`G;C zJ9iFq^JCWoipPHt>rnVNP|fK#mb#d?Gk^hgJ&)o)Ds}^U%fi~S>sMF$rmGdyvsg8; zkS5#`Fh2oWHXauc_#k+G>P3|KO&OI3%aYjy1L;_nny#y(_=e`!Qoa7rfwb1WPm^du zqa{G}?NoH{5#J=*PNzP-9n`n?3l+|oF^Ex)7ajBK_)=hR=-Mxd?B}tD<6D93Z2BTb zLrMT3D<4XO{t&4V{6MQTNV=C6%BKqw}u@~Fqe?c9`N3!M?!r)4ORPIt*ht|Y7^>jr`khlD^D~#LrF3* z10eqZ4hC>KlUrv{yNkeWen5)(bpHT5Abr={oPqk#0(e(JzVPjg_AfoX#h{e54y(2B zdhYE|T=;3OwT*W6Ylz+rLdaVL0PaFD$?eoudDeA}HtI+X>T2pV!+(N`trHA!KGTQ!z@r3+{v^vN;A)(Rlz;^p#fIg!V^Pp;qNZyA~dOQD_SoT-hGqEODH72Tko+lEclF)yMwD^ zrD|x`)9Tg>b2Lc>#kB7Pv4-3?DZ#<+I%0q#()>GdW#Y-Td8UP-mdYz&fpW^o6mI%) zRBbe?{Y%Hc+jrV`*lq0MF+;t>8JJ`%pTLt(v)1nA@vPQQCha~$CA<;iq_HZNIq#js zeids*@d3YmE)i@M?vi$!bi2HtDYoO^Clmp9Thi`t#jLhh5yg3BaxNk=jG^Fy2p-0b z6Hc1V?=J4;iLNhZGfJ@JA`k+AGuMI1?^##6h25{jOFKb3n+f7ok}?4TM%}dMw=4S6 zXnMWoqvGvm7MPtrCI0|Mj{_Vw#&3L(XkcmE=pILm=GTnMVUi#g5uL(90A}>%Kov=R zHK|(OT3^{uXm0K9Ze-aylNni?IT++H>FzQrElXIrv40XQ(y@}w7JC9P4%ruI9{7J+ ziFJ$pKTx}l@#MK!R>nC=A$+eiVccMUdlZImXnIT7cy)BEw~pZEMU|uZLx*BcJvcR& zZQ=cOEuqq%Re?0CbZCT;#(eo>!Bs}j0|50Ma4TC$y*iuSv5#bS_i|gr!MT@b1;0H0 zRh&Fyr43=Ui9Xl%uRqAjz}s?9_q`|sCSMBchQ$_lu#j2llUUoqYOJj;;4sHL0&&y) zYTVuro^2xeWxZ>Q`-@2Jqj^*)iZmdF`Fiu5n!Bs`$4SvOSu8Hv=v+orxmX#O3^*W) zlUMOZnc>E_hW+lINux3$juPV;?}}n8Ug%n;r>MjBsjS+@8@TRbe<-cQK`?eH=s_c| zp`-p0d*?nwTw8sHJydED9jqh^xU(Vc)bMJ}?}>EXD#FJ8;jWA~${r%I7HnfYj?|NQ zmr7p`!>;+aV#Y}}DOisD1XwTg?ujWkKnNDh^Ld z+t#fcQ_(dG2ujB#%ncf`=%kJ_Svo(8^q&!4t)8DX-lY_NSD_3&21uJ^eVOGS%*lHO&{dwc{sCkzQQq=K?aHFXLBqeL77x&S+$jBr;t~Fe)*C z?T`<>P}RIor06efZ>G5a07#6>7)VQQUOM_7M-;cdDAF|jHq%s|TZOi~BgrcfC#HEF zs2REP=O3LR7+exDiozZ$(jP!N>6&w5vKYxQo!hcMhp&2NuZgt1PfEPiE#ymmJ0OJ>pbnD*Xl5C~;}j_boacC4^{gFd#kxm_ zFU^(ww<1=II1#{HZS~0dQtEyp(ljw?CG3-hx{q{BkhA1<=N&rG2HcDTWDdB`6o9TU zIUO_YSd;jtNVU-|b&009`yJEmh=_?|dHx=wr7?Uyghev5EFO2uL{?{vXDG zH`|=9I3#qcH@ZfbcK&tsjik;7((=R^fFAypTSeD&{{Rt-iS+qqZzBldkft-!t!8+> z;^OJ7{5Pk&eYa62)C z8s?TRRqwRfEUuZPl)_6ma=aBixjibMg0xFLLqXOwyO@hwE}~GbNY35|HEZFd3l^WO zz`rW3`A`R70RVnfzs#b#>0U7MV}y9CPGpE-T(I0n`&@ORxl1JQoEEM9yJ4yurkX+? zFjX0MagTqewG~{_S|GCOd&YRG8q<~0u9#qaoS#A8^sCnW$E`IuBR6k)rK@PV^q1PS z7P@qE!FO>S=IFTG6n_ZKKCAlbEiB7$#jJR*R@5c5)#kB^%0-R{l;K$QITa11zNHt5 z{6Qtf>~g#o$IlH8M5Av5+O4gZi8Os$`7}#d=7RN=#LP$TPkf5AHHNzmy{tSoDLuZW z2bLxh0kwkqeQJ7X+5O{Qf6_DT@AVBv&%?SkrNFUkw0UKc-F9tIe}sM&-e`J#{*z}c zI)~veEwlwXd`p&bEsM%;mzO zf6FvH0q<8Q?!H~gOI33-K=BNErnf!K#r)956~51C$W;n2SI#iU@v4w(dbQr8tX%Js zJ40mC+C`7L0l;s^6hoz6-K~XnQ#9?mk>{2d--RXt!EcyCvm<++9Nr zphzR0d&P-$L>iW{tmsiQJ(^uv+XNEb%P2`E&jg~5II8-ei}ec&o3kF79QHP^8cQgf z4om&q3}d*gj}q8w7k8SNeI|R^CkQO3Mg};SjPOqf@T=FlPNVi+Ry4GCYm19=oPFg` zyNLQ?rCqDByB96IMXSuWksTpT^|Z?of;qliFvw!q=~ZU&9p%&6M)7@;<~>YXT*i;N zNZX#crLj%i2$K2$?O;9#}%)f#0uMrDLbuG_c8UrB7>ab$>Zxae}dk z@woM;e!tg2bT+JfRW04^ta9nnTiV>TiElre8*?slG1O-qQy;{ar*t@LsL4mmU6)z)};@X9I5jN(Fokbw>7Qek2NeHx)J${X?By! z7m`q96OYF-;4b6|rh4ESW z3H&!lZ7MX1$JBQm*9@2U+OLW(Ev@dQhSTiwM+VM*bl|ujT-SFb`=VwE&JN#d^Qa)Z z@cz1n?)E7yZS19&2^KJndV8J6H9u&sfR}o`#+#v}TCsxWe=($*Tz>a!U@z2)eyghL zR{F%z!s;#6m2r-k!E^ZJR%2i3w>}uttz?Phz73040Q{0~86T0Y4-l+S>r<7PvpjL5 zsXr>Y>G|yyPjXSp>XH~W+igIQ46w);`+=ItgL`RXPAB)57jd>R*@jJTc!Nor_fEHt z0h!VH8OH~MQjHPY#CDee0cw$r+>gAY0-SCAedCcz?ZMN$Mu8#s}<4^;gk{3bqB3MFNW{rv)0uW0lAqP5L|Kr=QXgN9lm`-RGm^Y9mbxp#7u)F z#yXC|mGu6*1;4MD$!=%=0EA~unoVfwcI|9&6|{dml63$m?M05Ks%qoIcIl~2YbDs0 zIpvS5Z6t0Z*NU*d9oFom(k^Xaww>X!Hqu8dm=UoA79PKaSkb&SscG~0eXbTITO&W8 zi9!3>BObkIy1V|nheIYUTU|{uEkaFJR$E;`Z47uAkY|=-+}EXQ_s^zTTwNI6Sdjx5 zq8~ZQ#~!_Fjf=tBtN3DTAh3O*wIOl3%hjRn%eA(@MWW(lUAP9wQj&N&G3(c*Adq zzp~Rz)HfM~22mI8$G&|%>#8FGRA4XYDeA)m2Oy5etqJNgl+=7;G|geO&+OesR##ZW z(ZiHE@1EnDlV0(JS`MJra_O3d(|KzkdwBA^`})^Tj8t;_RB%-A57M4r49n1ewAiEv zH>`N5Xvu11)35Ft;x9CPo;>aLZ$r&DQ1MXH^j$wtI(_t?Yve@~d3gKbhid7AU<@9e z=nv)O6M{!4fDIP|nwP~MSBE3j&YynCG@AqhKi;oiqp;$Z+r^@P4P9!>rr)aD$RiLm zf4qL2f$7b3-*^%M1fEWM(qxhf_38DZ`+>}99xVRTwA3z}PP~b%*KtWB+FWBePkt!y z{{V^(xqERE>DSiF6nwnE_nbT{}^? z428GcMYTpd6HT}Anq6xNr!JMKMtt)SnWFgt9m(|Lt#!^fb>w3MG`Tx==dBk5lhk}< zmOAU{pV_zaFm+EgBmLf69sN0{_=Ck`M7;YWY4`KC#d7e)xq0oMTIvBRdY*?I(>H`4 zdu|VN-jE#5yW*wLlFS<$+mmq_keCxV_CEa6@4Qf!J|D5vTE_Lo&q$+>E}VZ5u8o)| zW4izjXbu1;oDt77z~=t|;U`1kmDY`o;8vGlgh%_q&NGinb%%;p_dveY7RL4=ZNZ77 z!@2(eWOwUb12;KSj^yT@ym^`5li1KBp3yu~y24%+u)l?1h{}G^7Si2#9{g2(7sb(Q z8lu??E9-S=%d1Zg)fo5nHPq#a+T@NpgOX@_gjNdNlgJdooTaagVZGOrOHDTY9L!Kk z>9sh|B>HhuUii){U1hY@)Aa|DWf2(`EXT`{Ll1w_igq*hnnc)lt~C>%7*M| zp|(kcBoetGQw=&x2`#gge z?>gf+^sbZd5bApHd8N-h@ZVYh=Cq#|N2uvqmHOD4;rSR{H(_Olj z6tcXxREx}JxQ}Q(xc9DzIB7PXqmX?msWLmT4fi-dS^(yBe;V6s8nk+Jb{Ek!n~0WJ zwy4KqXn!19jd8S-r|LVt(e`mSlk#Uc&V4JZa&~jb9YCmzr*^~8^dM3Lo7X&R29>JK zr!|H2k|qI?D6)qmJRioP@ph*_*{w89HdR}_Pcd#M9#ntEf9pbELgN0GM6(@$gF{pTQU2^^%J~p~6Q%{abczE-iG0(8;&lJxMY5pS8HQTwb zbn8^L)NVY>hZBNg;P9irCa6a?v1s;JSIgpk2JQU&={8>lDuGGB`t!|tr1r61>5X9J zjjYgleRMV!;tM@W);rs& zry}1`R@{jB=v%j3pH7w6E}P;n5O|YKy4I~N?4Z+f;bMH3KAG*G%Bi=8yh&}M>RukT zv$eXhx}3=!)5rrx3F=2&@%-oluDNR#m*OoV=UGJ7Y(}1|BvH2ZKo<=rJB;!Vde-pP zr51zW_SBnv_A*_th6qQP@Toil@5et{BG7e>15t+aNrDYg8o@0lhF9B-xapta$j|3n zJ`2!pG#w^nymU*On}ajO8Oq0=FgsJYgdQ}te-GYj@Y~%hLf%AiPMcZfVe)`IGHaL6 zG^1nVSYo?zCDq=V^4z}cZg~&P0ru%#=B1`uYc`){zlU@}P3i-c!5s)9xr;vo#bx6t z?_shlrojgIGchO6_vbxxMfDDb7Qf+b8ZCCmLegxCUEDVLrt?WL!}L8k2CTl7YpnRQ z#8%gEiDR(S{HsJQ_co3Q_x}JI=sYu`Y7lDLj=QcztABX@Txb|J$o{{O{5|T1t)Odm z`tGBsXx7nO$En+SGONq9#Q4E(dWr^NTjy2qZ-!b+DX*fnyOm~!G%W2H_a9z9mDl(c z{66sCe`49oX)g6!m}YWZ5uAPsLG> zqhHuIrK;-QTzA@(n~ZVtBLn{cu4oa~G$_rziO;#|P5DU4!xqo~0IHPz_G`>F-AaG>Os3RQX%@#$x`NthgB`8AJF+@eAsUu8dYoFnh3>B{RaVB;qMeMY zaCr;Qelb-pd^xPk;q7WD?GdKB)mGv(-acr?d996qSiQH`w9P9`vx0WJg_%sPw*($J z^y8YRCylQo@QnBGX#(HcUkgd2BwUo&d~wTC#yM@;vtI^EUvhLb(@k+$;f(8(logUB6m zj`d$r)bAtIY^-#_ZZ2;kX$xF#^3W=RdUKPUPzFTWKC1?oqv`La8{1g7++IZ-%Dd$( zSx}SJK{-CSu8&a{I+unoE!NQ6-cM@EZOenSk$}1BSeE`J)pa`?Ni_Q_c%0h3%+lO$ zF@mRQjY#fDJoe(Xqt+QbF)p+rTnj;T70*+Tx=*LQ0A*Y0gTnU@EOwx1*H)wL%NQ(T znO7MAWRTe-13dFptu#xt@GN+=l17s8E+@7xvE;TK1kW7o1B}+6{3O?QmjyM8SfO9B zo7mpX%kD+SK?fXwL9H9V5!l+L!fl#&i6U*WN4s&CgjM%Hr2t`R+Fj3@C;rP@8)K^_ z(m<@FBr6u)+-E&Uxvj4b+s$ihd}N1bn|m$9Nsw}mMSN~2 zv@X6{2^fajeQ-y5+0nEKwEqAT>ete!7P1^!oc4C#Cmp_Od>$Z@tLsSTP%^U00Ry)NtV^ot_9}^YeQyMg zh0$e{E=NrJiU7HlWXS`kb>g4$?IQ{ou*VgYbsIZqVwQWTA%bZ08EHlzzZs{tr>CWt z+fDVbv~m?@GL3}v>p)!5!YIxF1F#%aEi_@oLug~$990$6wE3*=XO8v4ETFk3wmo{#2FnPWEEO2%Cn^v0sN2gVmP8~R zWUff8)YdfE?qs%oM%`!g3Ygwd8C$T$KI2r=?PiiItJ`~dK?iKIg(vW$z-a|XY%;46 z!39B}syFV~AOoNvRVnXu`xPR4$RK82$Rw05;p#GZ>rInTu!<<|CcU?g8BiFdc|cb_ z#Py^F=7CEn*t>g-41QfH!6Q}Js(=B=3NciUr(*WMYd3HkV0M|rqiUX=bB}6j>Q-{a zCB!#y$qEtXN|J(!^*yMt7JSG=+W<}E@&E(%psl=MVNnJSFu1DmUfAEfiEVdpD#Sy% zibZ3OQ;w9;sMuaI$8CFQJb>gRa)u`zcobL*OEdtf+ZfL=w$YPLK2nfbBPVYRR33jS zpfz1Cd#K`u{?+H+QDgI$IqosnG_&fq7T03g@2ys4;KuT*kWXSWMS#+MgcGq&Iua_r z_S_4^thnPNIHp``mKH7{yS=u7!tM(+p-CM&8jAAv#@aYd&HNCozcgY=Kn@3|w<4IC zags1Uc#-S`V<2FD6&o$OIg4WQ3vAjk{uIge3nbIl;qKsDcNj?wiWQHs=xVpy?BubM z?QZSbA@Z5Lz)&ATdJ0wo`m$xV1yi4!3ySCUuMKIM)}$|{p5-nUF(2+HDU}|-jc7%4 z4ciYU;yHrgH<2i8eQ{j>0Eup2O5F{DH};mH{*P+Ca8D(_4z$t+Wq5B+)qFXnYWLsS z)6IC(g^tsG!W-(OuWr5)A8*J~ZumXgZZzySXM`snHN8yMQRjP7BM zDLgS0(nFPLNgH3>4B!qZtPLXSd)s-Xxbf7wbfR}(B1R{Gcq7t^u6DE+Drd9cX0vtq zo*feANZSkm!Tf7T)=!By9RlPi~XFi7^R8>Fm|pmT`>0k?PaskNBnx3QW}-YVQkhFzKYn{mhCn#a41(&o~2$S^c> zWG|)x82oBuy0|^GJ1c1%jBNkP(jD^ntoaYsM>NYXoeT3aYE=un5iw)g9E1r{A zhfne3&`A``*O0`KvMxgR$@Hz?>}@(tNNO!_6J28-aUV81WAdri$&ah~3cBu*BobUD z{kewRfg`K%g!<7Yx1+;p9phiy{gzDal(!6f^Gg?pv}mB3-WwPe8II{=#|%eI(zk~6 zSF(!P^!syd7EE!K`B9I2d(Z@z8s?E{3^GlBZxEPnjI(2SJ;grfUehdHV!FS!hGzhx zJ7BOqF-tasqus|6U07Snunn<>TiEXYpV-+q(BuKMackk0)QjA*YwK^ zp>K10YXh=^sLhAx+KZiQOVh4`UEV=&AyCU4l4BtEt2cTUk9%^LH+B~DOrUL%mz)li z>&**C)Mi_Y%Lpfw0HNJ-a5_+!5nk&0Zk}N`myp2ZZb0pVLGCKW*0-nG+pAsQ!4I0b zjL6vDJw+|X*Gl|YX|zM$oXUX zQ~vR2(?>rfL2i(DaGgdkY9{<#pK1x#W6vr+r0j z1}3MbNhENk^{kWbz(tiy5MsM)O2A_N4vA1Lj?qfqd^kE&SPS>0Qf zg4ALZS0il~&@8SAEv%MlB1;grB#p|zE_3VBrdeZ>7G#wf6!OAAKp$GF-V)JHgfxG% z5n>;Bj7WO@ded!uDWlkFcUon%4z|~P%7#Oe$FFK_?j(y1G*T(Wa71C73j^nApi7ZV%Rr zg^dNBJf;iF9ODL|X;4N2{p@_$=Cky#25DL)``+4{mXVQ@5>2^4J$R_JzX$2MHT2hT zOLo#ujTu>H%7A*~-j;*0r6$~LU%E#e(;VQ&8Alz+>BVK~-VU+R*6>4fcxN$t6TUk*4s(EuuVq&h1Sw!d2-2*Pf8m>V?sp(KQS4}7_LTLZt~+>ztilXfyJ%1 zV`)?G$Ug8V(z=~LNE$wlEg_m&*#i+It(GU=xJ@8l+3T`f-`J(AN2kbMLoP`Kleqhn z#Vt9$L+DQ0mE+oI=F3d9o@mo^3cOO2#G|G^EY&^!@f@FuXO>IY ze3D1mqx(asJu*ihl}oC%t>=g|{{Xej(AvGZV&YA{q;pU{oqv6IsZ6sxDo{iLO!=w@ zYFiyPd;5(sFD+#et+T};bm31pG}ge!Eyc{98i+iy$qH&Ju)7nMU#(xhj>zkNAeQd_ zTWO(CZFWjQXU9x;s8Z8YeFhymOIcb=Yt`D@cq!^DUSAH}>Q`PPpX|=FDOoLK3)GM9 zp7fvf_yR9!_cxb1=Y$^hpX~+*3>@H|xF_(f4zW!~Owii7aWku6s?}XO3;XSV z!+MRyl*u9^t;I5aI%MwZs%?#Ajkg~ThEHF(%Ky= z);%`M%(DAXlJeHsal8*Ddwz&pp1N~UqI{sD8>Y7%sB)%$=+ScF+?jvPTG3UlJyA)sg`+;{a+W6B@ zv71)6)aJ3idrMEW#WknhW56nZ6IAW4b-SM#_+IN+dvfzc@R{PJLY(u+wYnoEZA9k@HO&~>S& zyBxk0YW!1$?sVNQ-aLsUyJcOZ_1j$EinW<_uL$Un#$GuV(e7?OZbr-}KaF>OG1IPZ zZoEG5K=Py-g1p{Zsi{5h?iaPm4(Kqr>vI{>Wgn8tgMP0bzzU?(yd)b zsd#f+(zWRHyPL?)n3l6e0{rOU4x{iDgLQ2-o#D+g#{M>gQq*;Ud@YD2ku#2J?|1!o z{{SLZi~8(z`k#wDKy@8(X-Q_bIzkndt`wJd$8T}zR^-;aM|q%W7nV<_+x?>3&bqw1 z`BFCQpnKOP;;V}*Enmc6Vb^7|mf?0>*!cy%(EUI|(;4s9tln8)+NXsZP|@eqH0W%U zJ)~+#^N%BN{6|_{2h_UWJ=Ny$uAO^qmfvlcP&RS~Uy@98Bm1E7Tb>%$HEFy>t7#g? zktM~NtcxwO?NS@~efw7*Z=`CcK+@wHUCeT>xYN2A@v<|53HIX^*y*-+aQsTwFD8M~ z+DmxWDRG2z$3xRKOMmOJFK_F)sj7IdNYI`rwOhe!B#2#A)SQl;g*yAidM=q|XLWae zki&Mn;Butz9eq9O?bU^q^P}BZ+uRf%Bg+_KJ-MZl!p?ZnC$hJaIL0GMBMcC9!1U=- zGdAnQ+AJD08nl;d_8Wt?DYl#vbNKeEuy~6|pH7=n7a-~O_*a|*fZPmzqP8T`?4`C_ zceQ}PoUBG5P<;kCrY4nV4Y9U{+6A>^xuWuh);_rDPU0wO-X+mBJ4>sJYxSB7HQg}^ zKu~$f1bPaGOz}RItlV71rrxaY8i@++BMaQ~TJh;NFv8aM_LlI+AjF7~fUoP3-jdr& zv9b^LD?594ASr0#3P|)mw7|)+@pgfKefAqINhZ2*KtQeYW3Os&{3Uu5YD;1@DE`yu z2v#5)JGx^y#c3T5$uD4@8!LNujFaX=5LWtTn?8@G$2hq*wsAL@8_h7NZTah;S{FcN zO;5#o6@~oPH`YP2e_rwJX53SlSKxjdmL9@P;4@jh4tgdKy0o{rD!W5V60ygoX#raE#5zWi6|>*!F~YZFd?kVT z$6Wrj$^1v6E{?jam+_4{X7b~kX~Q=>bkAzO`elsFziPC$onl?6B#1CU=rhuW)2yVk zHpb51?78_PXoki5FRvzxfte48^m(*b)u6uy#tAk_C{h4CagW4QmR>2*wFqwRY_Aq% zw2yqnLHQTdf-{agRk5R5M`YHkZ*DC~+|Y=I!hOf(Q$eNJ+X;*ocJT>U4kL&S!_fMQ zU}osvC(yNPvu~&0q_c?3tbiZ8-0~{5pNh0iPf%MsO-?y(q+_)Pa&gHWJq2q+qgdNI z$z^G80}k;-6p(t1`com&EG_QVNc8(yo-@P85DlNL7Xvn57U>aqid{ACkuMd5Dx?#a zIO3O zFSS`*tk4-qSyY^4cILBuQLE3TSgaOKUsAqrCe|`J1n^tv2Q{)Z_^quxm=ZW)4dw)m zFbCmS`oD!^)wMfaL~3^y@sIuvLgiER22_u!E!l3!MbK9*xqA@IOw43c#`VB+GSGG4s?nH@E+i6|gbI@~M zojgr@pif~H#Fp;JB1@1yV0vyI{CfAVKh~$!JWXpJmmh|ug7GFHr4eE^1GsDsx#u?)hSFE;9}ul9v`s?x`Z(2-P!q^@{G*(DkEKQ8 zYc|rg5YTG((rfoKdDihGe1TcGQag4XYTPMv;!hgsT7|BSb*3%57rD4}*jwAs`hGPB zh%WB6`$_cU;fufRHlJclQ;5JlpB)JND87R>d_$t@8kVBB7y66Y=@#~Z z^{g#EJMRwon@hKf`sU(0`x7I@aQR<1Zhx4rkHsDyj(-Q<+36N>!7IonSfPv!?7!C) zfv2tJwc<@a{!1IHdwnj*tc^5eZ;%7>udgPHkD-aFMXYGCSn3yAob9epcadzf7E*_> zALp(sOIo^F{8@8tuIe|o79tJSW*6GI$2|JyKaUliYk7W}yK7pegQ(wM1N)^h6-ZaG zQH;v3%HunK*&ySQ+)>a)t9>rxTJYtK)~l*tTFY${ zl45K##!t%4@3ekY{{V+J*AH)~YC`6DZCQ*q{(F|)gOb?oR1Jo?XW&ac7wp#t{{T>s z?r?>?h_k?B+drVL`%co+Ptsx1Etujcf`qxl~ z?c8|4&#f_~NYSy$^v7C2M=40-X-@n`3y=m*2cYj>Mw(8wsCZ*lxZfHj%(7igZ6&$$ zq$+zKev+HWgJhPI#^V6kv`tORZw0%n6%4=Jj ziKmRZh!=4<;4VGtgZR$MUk?8OY&2I(92Y_fVFY=K$Dlp2iU6&sY0ZD*b%8{RCefvb z%*V>EbB=me7J@X3c&u!74IfZ#YCENjsAt$P+&^3ldSkb}c6v{Xto1EUOFy&RS+sEd zpc|Ciy$5mVJJfbQH?`DnZK4)eQCr?f(AwR)jgm0!>L}_2{x7<>w(#Zb5*a+%;CSO$ z<7O=1fHj|YsaeOYXnNQ0zQT}8Yb=5W%03i~sTmm~8Lh2nRg*@G?Pkt$v2ODm_nG{?EC$TYF23+smZfkVA}>QIg#H13(I*fNp=kD@ zq4S`e)aU zm1ffR+V0jXt6Afk1{^vZgGde=PlHyoZ695l2!*`5l#)1D-_KQ>EA#fp1L<2D2AMs- zi!~*ZHdri#i)|qsH=O&Zk7s00)Bt4XNaNVdWY zm|ZRbFc9PSxcl3EaYcgXG2$p^8pZAOG07yBR<_qsDyDZbO51?(SXvxOL1E?J5J%1`~uD=cbw|S*TvU&Ds ztuSCV5_<#JjPp*{12e@se3ST+$svYDhg6O`TZUd#2;>jX{0AbV*5XgLc(Pg8Lm0ER zni*T=1<)2y4|9+>t;N;i^0jT~(f-DRU zT_wcQtZb~&zR3!=-EQFf)X}uAqbfi-Jv&kZI{yH|+7_pF*H^k_y~V?0bgrj!U|?pX z)OqTwOtZT<`80Ty+=6|G>^M-#kdZc6zm3d?}qf7`)gZk zt0<+nwOz1A-6I`1{Hf33ts(TJ(;mVG)8lQ)Zb!%)u4?T5Xec9(cR6m@6((Pd0!|3Q z=}N(KIzJ9*@M+f?b-tYhc6SFeLKN+j>-keG{5hoQW^rR-90K8dxm5uQ>)0N8b6P1R ztq5j`mHKR9M(K$8ld1Kf47(o-=-N%txzqIcZEgaT4uhN%`BFpSZ3fEzJIj446}d?a zo@#@T$N0MY)~PHv799Y^N;lv$Asl*B0~TKjXcsrnc`la>mohk&q&eNVcg|?kJSn2< z7manOSjTZW!kHWpNF6)YuxYoJDTKx|>q+KKkjWn9E!WzR6m=gB=^D3|Z>%D@XjG(O z!NP;vueCPg!+K5am9C$2V-wq258On0Cm7?J((@!dMuoj;ujaggRXD)O&olv_{{RT? zj=EFnzuEB%2Yv4XgSDHke?d*O@WzX4V|Qa~V-$ARBlqzxcE~ymiqms4-~=q#$sOtJ z(u5^b_k?f=;LrwEpW%HQNtS2R>|?j{lVpK2^AAJMN{Y|IS|x=40BFcuKKs$pTri-r#=ohz*dv&Ek z_e{Z>Voq3&g!AkxU>P@Zm>o_BN_N=`DGBl#0LZ`a&WWpB3ynighU#sbH^>flj@^Ce zz3|?Tsd)*1VHL{TF4z`Ae|8TT9@rJ8e9`;Ze>8@ZVLvuHRyMietNlyFQEIw&uC`Lg2a=$}zZpD{o(5~B zjD%MCO71zqtZxx(14Pm%xjUqt$d2AW??`x2ifMEcIR5|!%=#{qt?F8ovi*)bow7u* z@?UlfkFTXS;r_8@4EmLeEav9w;z{5FG8L35Jf6n2d_S%0`qqc2Y!+u!x12)|WW;=Z z?Zfk{UJTc6^_zSD0PP`evs%yPsf9LT3Blm#>x@ zJf%nna`Jw(r|^zDoE_G^aF+g4MzP&1ZY$-2r8&ku>sw8}k5dfMM#>WamtS6Mk+_{@ zy=azUBoR4C$9xmi{&=lR4H)VkAGxw==C|`Mn294lFbdr%FNWavI)5)AnTAey;-BS= z0=xzND-FCft#ds80B*YLiuMMJ*nw}0^_H>b2k19j^9SO(^pcxDKm#MvwX{r!`h!0gCb1@^r5KU?P+|^ zKYz|WzLf5eSn5Uvb_La&w=3M-to@OZY+ZgiB@FBn`l z@3b>~>Fg=mSA?5S({F6fse3QlhTk#U=1w|_Z>@nH7*$Zp0SbBR)}Etgeo{AZPo;C3 zAB8`$e$vBJzPt0&W+r^>_a5~gkKpMvonT+Kvww7hIEq&JTRy)^EvR%lqZo~Hj6-9; zdW|9=1}l@_9jlms1zawyx`5a3*?jLXz)#7K?)B+U*SsZntZHWJ4SxE~SyXv3ACzP9 zp*?}4rt*Z6XD#oFOPH2Gp^ImxM{2>>d^3Hlt+LwdcUA%z_ArnBS|9HoX>}hC-%a7$ zO*Rc~>M5hdIgn)YVdtyLlk+GhF_K;oW0S z)LP>A#1mfIl{vR{z|XE~2z)uN!>mVlCy6AI&(17uws2Sbv}oAb(FGARNxhtB)|2i& zOB3G}&fe%=Ah_0=csxbq*|dSa&J*sa>Y)45YWhEjZnY=6)Ag}!XN3X+nIj#0QKo@o zq5!wfN#NuPfx`(r&F!>wTEy0LpA%hQq`F?VmbTjfXr4Ue_dO~NYftes_p!c}s=;q& zs-9vxWRgDd>E4B58@OXG?eC26zLeY*W+l4&)+VQA;yJa*C$Q9DhfW1N$QgcP{p@kx zm2EZg;x?K~`)1L}Vvue5z{ecp)|P`bCnh+blG{|V0CmSWuRebf>6)#@;nZ|nsK3!L z<<1MJZWMkbS5u_g_=+2=r`E2m=7q83h=vOD^!isXs^`Qolg3xkNhA+(8!gLF0)30I{uZZ7kYL>zRC%wk`Z)?{n!~-kWtEhWa+Ac#bV!PH2OL zCu?UoG`4oPT6KnvuHD-@S_}ClagJ3RfN@Jpk5i>z8mwAH&D^#gUa4(xw(n}vak;u3 z-kek(A=Y(u@axHQY}$Rqcd>$P+mkcF0$cg0}EsM%cW@!MTo#}etbLK|2ctIpB<&5U+l1!LUW z++6s7M1t8I%-S8!6?xsrBnqt%lDXQ$;~gI3PrAI0<<>iJ8eQ?Suv5{o)Pva4LE=pw z{Zi|0Wm(qP385<@NZf_N85yocuVS}?<57cIi&D83P{6?20Uf+$#u@R!E9hySb-LbN zUVmu4?W$^)hHK&g7zjpk02@I)Y3Xp*$DqdAZSzSiaKS0Hl*Y`^g2>~j$r-8;_?cz# zO~#4#c3&zz{&{{GfCZNxz>2Tnw}x9CPH5yZMJA;)d8ea}IUd-qV$S0C?RsXrabyzK zT~b14Su*aj{D2k50BsdJI}f4Tr-<~)W3-Vjh)cDRqGF^15M_z<01ovYm#*phrNb?p z@-&fwm2_kz9#yb=9>%!obeY~?6IsI?hxXzlns`K`UN@3)HC@W0t^wS#h++Gv-2(zM5!e%T(iaMHpD%)fkseFq}C%}+$J*X)J1r*33L zkT^j2!5-p=wZ+uB*KjONH=P-XADQhJ9L&wvgU3$vx`DO!m^{#eWb+Be(&Hr49`-1mqmo!uFGBv=IB^SG%%J0darjV%Y{`3XY~)QM#>C_T*yHi1 zJG;SmyW!FOQ?89N7XE>?C!0kk_#o< z0*Of4I&ypTphmaaBl5i8F$_$4mK%RMLvsV$d4hD=(6DiV_|`rBr_l2BIt5dG{=G zE4bu^Aezk5ye*^XklowZ+qy?~yJig`ZNmh2`qOl82$F z8u8vmBLzlH-kXIZPZHO%ehkqr zHF2vww5IIJCT3ZP8;3)Wz)%M9xR2#iBx9U%<3E)!+(emd#ya(24Pk2D57G6@&$i#& zO!F`b%#xMhbjYV_UJ%lCkFx!?31l|uu}aERZ1gzlY4iho?Fl47)rQi!$UUnY#9Gqm zdQ6kY7U|y++eD-9$lL*s)~wj+u<6!+Vucu6z=AlHjz|NZz53Q4iF7@0RMvF;Lr#*` zKd~v;mmrbm6Zfz^sb~nx@YVLetVgZs_nMhoyLnbLn4taBcfhN@3cuAZuQi)3LhP05jJ=o+}r@w{zKQ9wOAW8;BClDT%sZhlz8Hk8ZqD_#a-e9wFAy&zbM;yvtAl z{oosk#~g9%PT)G)e-Y~!H=kwkMZKSwcJN1QDvj6&j0|!sxV?Mdu}K|~M!oWOqd!3S z#!utzURAGNcz;&3gy^<1MXyVA8w#g-wt30UJ@~Isztj^$(M{#v_wp4?y9Qa0LPz6A zKYDbS;>|xyy4GRUmee+G3c&TwfBjySAB**`59=1cYOrgc?dWD$pjA>E0P~U1 zj=uCEoBFNKiFF-OEwt8cHq9*r@?4b4mn)K)tG)==?seS&++Bqe$0?29I1*!_{cD!- zHnl3fwuN-`#B`&f%SkqxG(nOR(_oh|OTj_Uty51ylnXbfWHlpL9l+O*FAE2bv>(~@s_RO+t}|k%|cm5p<(`{0C|&Wc-tcj7H;!}?v- zo$MN8NgErvr9s9x1Ow0>wI_o$okvki_^+f(m9>~emr9!sz zdx7@o8+$sDlnut>Io*t7ins9Ovo5N(?<;8QHZ07)j(<#02XdgEg#6uTXwc_*-RsRg z7wLn@^%TaDc?0wJqy=VS7?XSDRPH=<9eGxHTa zhqX}C?`&_pL3yGkoo6MBK)1eVUL+?NVh}4M z-heq<3H-kc*lG5jOc(l+&$d|z0vmH97IIH+cpj#@OdkAd%M08|r0lZth9fYz0f_Z*ahi_G;K||l)Nd`|ntQvudnmrq{;f=4C}uu^w;y`z z^(`{fP=R51wvk5#Xx!+ja?!AR>6-2Gf4*`v z^j)=F_&U~2ZS_H_YMyDE&Jp?8j9~rTdRE%W95(TQrBMJ?MP7rT7^ytakuhD&y_Alh z<3O%q>fR2v)-?ydeN$7mcU1;EY4)JU83Lu&{4Z~>OK&XNj-hMhN3;DJZJ~!;k?UJY zCiKBp9CM!3*vhjiuwlpXPzEjcg{}1+F2cpN3;1KRTqDIU9!@dy9`xCKFATmNk3~9; zqOl~VK{%Tdo^yiT$2GFEW=4-=01h*bzW)G9N4Qvy7@i5~ObmN(3)@-fm%32YwFx7- z!7{wW$sbR;dk!huKZT&tQt>0yFRp&m9>)7b+qMpQUqj7nOF4;^O0hl2?N5?)L)_<{ zJ5mD+L-3uxg?zVhYC4U{@`@O)rrx~w$FCI2KL*2RtR|$IzNXHynS7U7brw;*F2(O@~-zXiv0tVyXIUsH}okW1vpHX|6v0D5~JTjUq+?CYz3&A{oQ!UK7+3r2+9T&mS=-1I+F0raylu|sa ziFYGsjzx40Dys~FbImxoQRZ@Ujs*d8orA%!+G}a59bZ$CgvL<|&6LSG+DE52sV}@A z9-*tYqWZ3<12ZcKVVerR#X0z`?lk-^vz=Up2J+9#5OvGorE{G z*0Ju28KnpoT;p*aP6jKdnb=z?Tm!~(D>GN0`yWf2P`SNvK)bytn&>QM< zUk~pdCDrb48r~ZLbXr*&Pq`sHsXyKKr}zr$*Ui@!Sz&1;yLOH}!*j1Bl^w=8s~SF` zZL9cl{^HNWO8J;9+Il$s^BfY#^Q%4*{>jya#r2+rZ((z5DTwe12OQwzk4#ek05P28 znooi*Vvgd|Tbc!vEXpQ1&$|Br4|*yjztV2Zmk{_CNmZSJk}Q>C4h}KWimRb&dnv5# zY{a@m?J{pg8@A`~5y%yyYb(S6ohD7V+!zs`TAH5-j%~_KB4+9D zMXZ}!a0`HNKPpHW*6Z4vX&Pe998YmHl7xyRI4n>909aFO{7GpnHb(Mvw7R=r-P<|& zv(mD)9UEA?vz9xZP6fPMk3UW$j0GQb@#$DMx}$4$cJqrE4dg~2wcN4gPW&iA@6^&= zyvEMt+3y!U zF`SIktuHOK{VwB5)U-&X)UBq96-D805AZRf-Gp^_o+r0hwCkG*Bf5s_;9Hkhz+CtG z)4$;<`#M}tsl>La9l(Mjju^kbGsSThu*kF8#Ueu!jdSLXAGo9p;8AmDZ*!$y%{(FG zI@gv7^d|&qjPN~E%Sb>_7r)a>u;OJk+$)^^xSSJfkl)NmC~VOICI^}U3@uf+9REpt!R_eG}aHun-B z`NB6N(yz~T9hI`Z&BRcG;X_Dp2|cSbPVnxLrq3PCow7qe+14OX<8pQB-|Jl7wLYOQ zi0*YHwzs*l(l)7zS2@Y$nMX{F_oVI2kS$ft;jSUHjegN|iRQM{^BfGHK~W7#%`Ziq zm-hbvYjKr>%p1?)Ts-&JbL*4%f$d(ulspq8ih68dMRWc*fSn%5 zc_MOeVg?>Qe{OiLY80Bv-&}h&Z6@iiVG&v$kOFbL(1YzwG~52W1++}>=aIhFkcs12 z3gu9rn1R&e(w!u@k~?!c2}+hKPt0-L3goZmz0oxY7Hi2bXNOOkV>6)npSRFfRKouN zN0D_ai}`MDn@Tc|GoLM)hH>r9E3fP4{y}5WU(XQ$8F%NQq={x&*vQJqwmVm!U+Nl` zhHl^*z0J`395N%!0rJ_~1o797l`J}?>@m2HQoOmcx4MM2%<=6n8~x=u12{DF4Nl<$ zoR`NO3PkfTOWt^G>~*;{2?e7} z(zG~5bzzW%j#mbN)bBSwPU1NCs3Ui27%)OR0C@(ovcph6ejVxME|F6aKfJ2o#?74u^DxU8i_ao|rWgG~Qbf7k6$ekJ9yv zwz(E*sI}xPG>W$m9@8p__YOOATQKTZ%i#ER7_Hj+^`Tc0FUnk+9j$O(i}#Ge$@2Rc zj#v(r#!k8(pP=7plWGh+g%3Qteq?4j4fV}*R@#Nl){1ot`xmpBRoUQUlA(XbxLq1Z zCzD!{riOX0bn`r*9O21gNBjqhU0NSRXxXljq}=KI@7T!j6t@niGM8+Z `HmevPW zzLWb;Yde*APyDiCx#0e^?<>fkK)ATETZ=}wiV-^>^%4`6Bi^FcY^~0zdWHapF}CnI zVnY(&jyBaj{_!K5)^%C*`}=sJ2uE2-9EB$XnzetZU%szxVPdducz2IAbI-MN*YaFm zPpU~BtIHTc8Ff5Ix0;?$v}#xOFKs(VGguZ48NnoV6xPTd=IlNuyKNE)QYfRj7h>8` zw;+Smk4ot@ElTG909w0SWR0}TP$Mo^=6OAjpspA96ZlfWAyX5Z(HyvJuyfR$*F~Ue zFQM3LT1CzlTQqrMW5IAo{{UW_>Lt+L@aDfRtKv(W8-;}06=t>l-`?8TIjJoCM|w0( zX6o$3CexkJL=y<#-N^iFl+$Io(&zBi%-VeR(Ib>M4o2BSobmbAmbq&rUMjlL;!?5d z(?KWXerlU+zC-T*X6~J?>Iu|G^<3@?5(Zii0qCe2&DAli`_OZ z$1>hJx`M}8Ger!ykzM_k$rUlU`}a7l3!f7%gqBchk;!?fO9!1QT0y%W{{TT;43Jz~ z-Rc_szF+%4Q#;}#j1qbJ_O72$@c_QntnBTty!F zVc7fDoJVj{v8uY95rM$=^sXD>+5)~HNUn{>FNpKb36qb##~jwR*M(a5Rcr6<-BR2u zD}A0P!g1U2rqa+_odZV{Na~Qr5sqX51{*%O>rtwv-zdi!gq&>I$I~4#SUw~0#JbJ; zUB#^G767Kkj@_`lclz^2ui<%ha~r0ys9G3MC=fn3{{Xao=_>;|NZWeIv8eeD+$hIB zl+WFW&gd6vb_4F?+OV!XF+I+aVQ8A>qXd@u-84<}&7bemN#WUFLyJmHTKyV1H+{2r z?^~%Lp8aUh5z+}mMp!NwXFZP|^;$nJC1qHnja=@;Y8O8Ib*xDIF(iH(xzhgtwlAf5 zT(aFWe(?r===S6FrfJ?AYkfNQ$@P6g<*raDmRI?qAb$-S0nsXtH_d2a^DuVEKrN52 zS`r}BndE{J!~j^QKHTE4bUzK99_DFe)%6R~@p*eLn<|Is_+D*0Q5Q|GYFDa& zuaP@^gr9F}dI;X#Zf+V?g#&exLVzAS=dDc~=-FiiC>aMGMRO5&QfPIb?IW*hGDak4 zHm<{A2l#%Jw;mR}zSUm#KM?9R_T`n9-Z%La3~`S`ibFbp%t#H>z==T_8O<}H6wunibrCIU8sJCChPt$2FlQFvK3%|ggU2#kw!jpzHv---rrMJO?6 z(BS=PJnixfebdKYYX)BrU0!I`wgX(gw`dsdxQyZF7{|@cBY0+b^d!>PU(^hyZT|pl z$TETb-=zYv&`Rut5)UViI@ND9nT%x|$QN-Wa6cN!xA67Fj+J#}`rY-+*K9&vN`81a z$IDI8ygxpdE%BFJzP|Hf2)}4Q>d!o{=TAU4gSZGo9Fw;PieEK=VpQ%OPdKh~OVB6M zt`_3&UeqsR3P+PE`APNqiiRHw-X^Ry2JsH1G(vAMTe%?J*ijI2~Dk%N$Z zMMl>wiSondNLy$CRu-Y*d&|9h?a8m|7V(x>7V#0WagI9o#X+v<8iucU_c7~tx_AU9 zm2Ce2CeVKO)Q{yrGpjQ&S0e{#?b4DNq;L$8?8xK2bGp8PHl+kl2DN);mho(FEB;#l z0JM4QQAwg+UFeotdTaNvy}nr8AOcBx@O`HhE0E1M>Gj%DL$D zd%J%QNvFxK-n`RGl)T%S5NGa>YMV^ZFDz_z3wd?B>#1&2Y;w!i9x;^^4CqT7E(a%( z%|USfO{tNF)mHh5=mD;ON6_yyo7JA_?pI-!!E%nNtSzuu|Nx8;QX0_)sFHuCL;2=`OBxeG5;P zDDEVL+yE7cQ{3bqO7DbHNI{Us>$Dd}8OI!tO7h)i9XCtUQ(5r#y>QnO-WFSND8VF> zeono8M>XB}iY-b{3|=Oa6PwG3loVFvZpQL5eKSWu>S5{LFqY%Rkl5+kWwL3vGCXn0 ziM8d}K4u=-6$Q4p;+;n3`du%>+H{{~xM)j|H>(d*pVU@WtKPxl?+n_$hSsuL!d5s; z;FgS&m(S*X>2>we^y>?ab3*Y2!MrzRgi9_19mFu%*N;=$ft`PeH4~+2mc~m+Zgm^2 zvBeW0JDVA7p12&-lSyE^Rp%-Y1-8{I=4kCzT* z2(YUrWNdXOB+~d!!t+<~J+-`7bLqP$COe2QOpB9|j@+Dn6bqr&>$i6hX>!eLrwjXp zV5@BF!(`()_N-ke#M-OtZ=vfNY&Q2^Pn{o-`4|JC=M|-E5BwvxvVUpoa@+@#0_Nyr zZtep9V!1sDW6}J4Y_0CoP+Pbep5d_4L{B)}J9OjRP=M0VwT(yq6E@PXbiF#-W`U+H z0{rB5=iZ;MYFf>;)#TRx8nU>wvQ=lfoP5qPlef9WREl_i;cPUfXuOuw!ifZfADvk7 zh_cmmON3onZKTtS?}LBeZp!01{Jm%nrQ6>V>C$*YEoSD)Br_)1Eu>KF(jGR9^&aE3 zY3VPhwuKPXAcE51fXi=e56GQ?9gTVGOq$F1Kxzb9SxFPG?l6iRHZniEoDZgJqVROG zTk3k=mj&FHmNt&231n^LXR7DF{{UOwjRBqV4alSt4hL$EL?uY$ngJzLhQP=Kj`ZnN zOA*2341g&CU861)WFR7*NIk2??{yn{iw$P%iN4V`ptIYsgp^fGfD7~o2ECc0OPHjI znSgaF+YT|tIIlW`#J&-ON0USeeHDX-gqMtv2|SX1z53Mvx~052_lvwbW{oC-=T9;f zB<*Zu;QMBoG&9+FtHc)edsk+Sg$jP+g&%k5E2**Y_MZ*zpEM~kHV}Dm6Dc68Wb^CR zuBMG@n!MVu2klbFX^K9n+sLX;Hf#{cEZ4rjd1}X?{%8 z!emQ{2ocG>R1=WDg)R4kw5>|k+9&%&b6Q3tf>`C-BB0@#Bd!}4RGcI-?Tz+-S&)^Ra z$o^!Db>>Rtn2EZQbLm}-Qf)y90PMnmPatEh0AgtxR=;YOa%wuvcScC|+m(-LL(eCV zrxg~Hr+Avuq2Z5(@N zFBb1Hy6zlt{{YvmxtU@)cKpXml)3;LJw`<>K*7{>-G1jtvA49=65jeh`1zm9;$A&5 z$26bW-XdQPJ*n0r{?+qxw|-a4vp;ltS!Uq&>cKXSlftjOnLjc z$E9@T#Ew)pa7Hk3npBViP@kL*;*CUedXAUkx%GCJPuC!|uq?YEXt!W-k(_tuy-BWV zz9+c966o5@Hddhun4T@)Hc!pd>0JPISH^x~c@*b#1OjoBz$Sn&HG3Zr+*;WG0A*_M z+RBNxKep%Hx8fZ(xgBL zn+KD}JmR;6%JH)T2p_E|D%oIg2Rw{WJDlc&r}&c2=2zAAh_4{>$|PwX+&+HxaoUqd z(>zscsifMLy#?Kn&iF()X2|25d)Gj(mtdsrVYm-^Uo~^Izf-`+S~U^QzMbNsuKlC? zcH8?gt~Y&{#q$Wix(+)2H0@hY@l^VwOQ!2q*1CBsvKEglJ$c7^=o(~oU~$0cd()O^ zl#nyj0mf(p)l34d;^OAZVF;eRGJ|wu)tfA92crEUcadj)i z2$bWn#~kLirJ6XKYp@vwfg`mjog8iiZ9IdH)Cj_TKg5sWxNVbGw~ts7ZkF%L$~xrm z20by_qqeZ|Bz_;ewYk-yeNsjy+U;Y)pyPru_5ACh6C)s#KQBC*X(f|68h&8)q)4bs8 zZehy^^UCKPYohZJan3M!80$&r#vf^Kn;9T|Xw(xhHLWwnS2~kTq-%EemZe76WQZ|S z-<(o-hfeVo%+_;h8lAPLlMxdcBF^^iM+UkknGuSy$s?zwG`Imn5zR2r=C8E>01;eh z_K{g?miG6^N7^Pa{Ic=bV~%~OI%kPn!=^K;!n(MV{yqYHn{%F+>yK*bvWEn=57wH~ zBw+^ZWZ-d}(Wn?&J)XO5VKQp>a9&K#rY1qODDR#HbN(^9x_=Sr){|-Xms(}Ai*LGZqNpF8_f zHHKAIx@nczVMb5gKka)`_yTpex7THrnN(^d7REs9%{IgO zsUbP}c+M&Q6Vg0CJkx3#P3`oF6EaI2%tE5jfK^FEQ=Qw7PfAhM zid!?U*7Q4X5ZOm>b0o1C*s{DWf;$?`e*)=`ac?A3T*8*>iX%q(T&c({>r>0CYVgmg zDrm1HcI%sV+<($J?dedyy{&_%s_0JNXi#nrPx?Mje_kqM26l$=oT;X zZx~(uc8=7s_y))OI^x<}>!~J^Rghg0JjL743bkviYO?DWwymQ`mhi^S6~SZs(mDb4 zsI4`exL`d!m`S6^xc$jde{%}o9Zv71Y| zvNtyfCb|1bl}OyJ?Ny`Kb+O^`dUOfR$(v`{10CCcz0#(eT-KxT{5OL^o$jTOtJ(%T zkPheTO`tfF5aMH6@_uG>ejjq zo$PuA#J3ZZ=36U#(PP(&bo&0O7l&=Hj)ikA#Lh!oA;U%W;)b+og55I3mxHXV-$^TT zGk<1h%MFj8Ki;K(1z1UGszW@|x?j!bG2nS^?MzP)U$2IjQ~txdHw^ne$PdrguTSYt zvDfeC@cq`OCX00(vA)H$&&4*HS=9ht6bl+L?VyPJR;|?s~V4n z4gK`;E}=EOwb5U-TgC<@+wOTD^;1OGFYm0cE@#oM?V8@RU|E-e*75;Fe)wbXPKeCSCow3>~~ z?=r%;wt$Qz9;^p*?rRrM@n!A)td=dHY7j>3K)8^6i;rF@*ZwfLvejEpIu-n(WD$#m zA1Tj&r3q{gsj;qU53Ab26n9N*@XWI$fj0n0P7P=O0Kz6^g5cijQe55KNgF-Ej3~k! zg$gx|>lq0;1Rro!LFJjw@PyGgH(wtLt4;QI1n^p(FC5!b6UYjO3G0X&x_!SZN@R z!tw@<42)$!2hyU`{AX#Z-bY~tmF#l4AUu)bIP1+ex(fExxetV5j`i+-)WI6V?0_oZ zgNzscTvm9|wQVln?GEr?ycUgV1*|LOSYDlOw); zDVN?bvbOOG=@P+o*9z+qWQ*l2d*{-QTl~j+8hRC>()>SfrmO6cVk#UCj(h%f&);}| zSkxk6s%kdUPZUNt8YDkHSQ2FR;}{itQ}KqMrt70imMfOH-V<_1mC5POed-I}7-`m8 z>C&zvxHl!ld06tfJvpJPzF}U<#dgv)X%d-uj{^zU29AJl zTs&qLS53<&%215w*w-0*;qh&GtI4H{3u861LmIPf5rg;h>7Lc4rudgm)#JFhwUS>d z+?JK3O}t|@$j5ANt$a;A>K1E@WV+fL7$O(q-5>tC_LsMAJ` z_sSEuX!>HK)inKHYs;yH#kq~80yQU*8uFm~V} z*Yl!kH}N==d)+sg&PL!k$EV6gQ{V3r{{SKhFD-1fMzA)~q*B7u$l&l#e2O%ELr;pu zbvf;A?Bfn&w{GQY3&gR@cdQkF^tIeqxlnRNY5xFf!8Vblq!v(1aVzYJBp)PfI3&|c zOM~9WM-2WR7Rho_)oo>%Fp!QJ!0YuDd9^PJU6r}IdkLOK@`R2#Y<8{+*Jy!Ym?IIZ zsAW~cbmxys(z~{`^1NHN1k6r`HVgN8?dd~H`uPa%uC61R=4%^`GTLh^TW_>PUO|vl zWMO)N?^4IE=L$8*IiTl)1L==78pI^LMOmK)1Q!=NK7anRNEB>>ts?HCvxE06ed za;f2H(fP#k4h9A{cB_^a`uuv~miJkT;>YOw%z{{Rm@)JY`lB=otsnr)16PZHTd zvgNZn?czh3 zJ>&5cYucO3UQr)!Al{{XV|?>O9xNPP1TkkVt59zO5VtIgr97UsemDfGx1)&|`ic;P;k zm8*?@?Atbtsl#r9A|+X3$z~nuOSrs8HlJjgcC7>#5l8-$ERf_#-LXZGT->tLEVPu7 zbo)4MmCjs7xZH7pR(#CIk~ZhQE17TjNZ-S7EE<)(dZ=R4+({S6%g+FI?N5#m5`V%y zBrU1iNvpHvZVX={rg{m}O3CixzYL#CnfwX~=E0?s3#4zbsiG8VB$$cTstjQ0{ z7u0v}Mvwmh2^24On!c%PaP1b`a}-;4zpHV`rYrA1H{H)xIOe(C z1w2TXk0!OK+1*=gAV(BCNPO_!I#fDrUL_iqH7#DodllSX7@)(S?(4y#~v-#aERC+9Kepg8MGsm0>A)ufY6)$F6P4mLp~Idxt# zGmot#4C&mnE>(un)Ped?&Pn4L&vRVfv^+~Sz-<>%v$eJ{g(*Bcm^OO!skK=ALps{7 zk$-0aRK>xbE!*FYM;$4FyoGk6k@Aj!DzfKy<|I$XsL(N>w@e zjyiU(Uq)XPL#S@n^&1O|9fv7z78ti~eJPfW;-RX?CDx^<$)|aQym7)rg*m|K*QEe; zc)`m0^O|W2-*|NCn&z(0icYTbT3_kW>7HVcj}a~t_<=sXYAtqu5*l{YP$lz@stwtlkSLBj5@%|NotViNDOGnYKY@@_@xHl1&EdHzLDc6U@ za%lExWqD&BrlU79ym^hk-Sp=a0nldvl^GfJ{OOF_vz}D-#dFIih)0K{Pq$eA0BkIr zNYUagx%BnMX*A=nL!@c~_VUHAnM+zcagd3T{9JR*0B__F7Z@4tJ5q&B!NRC)_BGAu z(|Cdl#~S7Bl<~G z7`l0ol`W6q^yf6d-H8IPLQlOxs9!~=+Dmsln;?Y?%HDtu-ub93E^cA4jA}B&CD{J} zSn#eB@E=O$JZY=LHlw9!_YqvSlm7r8S0>sb=3F0^Kc+@aCV>yrH4P6|@Yb}}nhnUe zW(MljPtQ9Zc;~Grge-hFsb5WZW1>rCbzv^S=EzCO1a!~Tb5MLe)grjnwd9Q@Q9ak% z5SYjTdSLny#~#%01KbGpKN7ha15n9jU-zk`JLqPnqv4xvRqky39eXUW%*Z8;cc5_C zBn;y<>5*ZS9i;i3oSvEO`q!FXORV@R#NXI!7WX=Q*KH%)DrH-He|x#(w@U0hORL;i zcv|ZBPmV)!$g2|UB&mKkW7ry91=Px2b3nfF#l56D9QNc^B-h>+ zk6606kHS}X6I)y|w6P87Tpms{j=bWiX*!OTZQ_3nrKC53ZI$Dhq=1H&Mm)YV$RwPe z!mi&wui*GEb$vTmw3^0i#+FN9nGKVUy~yduN-Q(D*0q~0GeUd2*qz~(RYU-M?p%G` zeJVc++-dh79k!QBwR>AUw#Z!apEp0PavHCQEpB{Dvg#JMOKWLs{)CZ2S$x?e$#(7X z=M_JL?)3@03vULF@WXp;F%mV>9gL)scKY?EBd76Y)|qeN+22&OYr8Va856GJeq4Sv zgW$`(0BTnneU^&-jF zN5ioAlgre+J#!`0(^Jn3q(t`zD_}qVe@fH6^{hX16Q5{gfxJ(b~Ho zAKXVQo*a1j-FmVpZa5%*U1?Y@ZupARLx(_b?Tctljj;XNDB4%B3FuEsPYc6fx(scn z>2qnevwX^u{rAuDlatrpusmlS&adK)4@5~;8+ilGxz}>;2h;emjt9M6@Se4QE~~3( znxyG-C4&vO2$KpHG!R|K zG|)ELksBsIsO?--eg(fvNp$n#2_w^Hn9DR#!-Dxd^Y{t?>nx{+<3+Q%uvRwhZmkNi z!NxcT-m-Mt{{R%vdXefnG#0kIShT4o<{WXxYknvp)2tx0feOVEh~pjjrs@}#x^;)z zFRs=ILjYuM04JcJMjgJP;*+h2dZ`>5eDX&OZ7h;3amEWXF~9@4G-^E#e_XxS?eCNO zBS(hr0~ltNImik+5AmZ>7&mubAa4)aU8a!{)i>fxV=v09$jCYL#UwW#AR0us zQt44Hs;`8#5@lU7InH?RT9+D~q&HUfO?4XG+ziDIer6uSze;YAeI5E;OZK~IktQ*# zL;N`Et?xkeDQQ>Q^w8c-sc7+A%8CAu8cClqh(7#u6x|C@@eSj{een$*p0ziLM|Rnl*2lJo<{T2uRt0!+kkyQK%g5nS0`S^#N_DXwh3)eA}m4 zGQ)$64AUC>#c8UnOQJy5DJWk!%kvoXjo8mzS4|rijGXlc105-mtdhm$v$oi0ve|{>RcFy^Z4CD?FI;-}|GQ z*Sfy5)8c`zCyw1_aT0l_8<_N8txOxD@G?Iytt~*pzrWX)OR<*AMuK~(Ik<*Nc8HEU z9P`aN@4Q5w8jA5WcpFt`+V*~D$`>b`=dJ*)mLWz+8*`d^GHu(qV;mBCP#PGPSKc6- zM7_AY(e2>WQIC;qB;sy6p55tmOaA~6T&>{M^jK_)MZN-(=gfY7Q_06_-B~l#-~-9+ zPb6oPjy-4to6xl%5nk#7En`E5#@HcaDoeW!*mdtwS!y0CZD}F9&@JJx5|w*_E=s33 zVb9XKf0UAPGJ20+tti^7*9w11H3OK`H7^uJth6?M9)f!TBC6b(aK%nCNYB=vuWCLd zw7)TE+8j6bf-rpNlLWUp9c!auo;UoYgNk7r-FC4U>csqR?z-wb7uG{z87yYSLk19ODN(*5=Zn00!(}k7{`!l^D-Fz`a^mrlO%4aS#!E$)#8wel`)pjk8KkUO05&2%l? zdX5b+rcVwR9Oo2jJq!&F`@~l>N;QodD-={dQ>>f3#{TbGhe_0YPj#tB7OmmLZ=;2BWW9UnE*z zhvL+&M0<>_F47+-<^EK9N;%W)OR!tz|u86e&*KxOZ^f%Nuo^K#ViX*P$6s1C1Dn z+k5Tx>qW$1YC49yZKYXUS?Eb~cPP!o226P;9=+)&)b;56H67w;irSHEHJ_Wpu739F z=o=eVvyMi2q}sUJamYLx0LjpAbvwIRUscl=Pnll`f%k7*b*@*&nw6xw-HwNQc9xbT z3yaBLqo6-352+RC1y=wZcEwYg3pp4))wR6Lr)X&q9y;|jCJf=e9bCZQ+Lo~uVsA{F z6zBIxfWy>N{vMzf`r_@}%YNW7{A$*bqJLuO8mHJb+ZCF7k1{*Zprj)|bo2Uq(>yWZ z+uc5Ek0W2SyR)80dxU~KmUdDzocyPp(f(sFZESo~pj!QrJU^#iA(h-bgUoJEd>^G1 zX*7LaI1<_~9a)QbNfB;*x4uqu+r1T9btm3EPdESnp0!3m^psh1my4fPb zAKq{}(w@VP=bzkoe^83&%~?|7DI~*2I4TQgc71@WaATx6BU z=SVK@)_D}(IUyt`AYdNH@T&H{BDsxXiggzoR|b6G$iv&GOjNFx26ak$4*2!yP6`2R zgU?*|t}f%nH*INhu~@3hoIpgqLHo>j;~1p1@kXN@P^|VXCiidNEQ5qm%NksvbGBX| zXdGjMnwUD}xji|_t}p%)%dfH)T|67D$M-^90T5l=v+Iu4qj##y9GYax*tNJV<_vZD zaW%to=`2)-3MzIpMjtHhO!a{gvV7K*O_o)3&^3?pzlgfoqJd8p4K@|>};(aGn7ZO?DB=Os(=}1%Z4^u;0u_twNd|_}&Irpc7 z&PmAYT>hKly(d_@Hrj3cQ_2@}C)S}*l{x3&_uE&AQk0>l-58rDkpn@3FgJDSNc(=whyc&hp^IA6E^Y;tz4g4aWREFi1&JMas3g`ji0=N* z_x8fz90-h{9QtCK15y})K*S85e(2-zs#mEBTqDRAa5)S|Kb4eJhsqJ6xT>+yWY_*M?zF&{xuZW zT78KNEzA%$3!=1vO9R|{QnsOCYDd~G;E1|{t0aID4?;6e!npvB5;%!Bm&t9TKbf*HxrM|@mk8mu zqxVgO=xXl^5v37=gTMv zAp4#xF8ad#uPz)|x0Yrq&7ZzAzklRF{3~si>g&Xsd?~4z5p80X?aAhIgPuPs&ei3< zpHjMeYsn*q3xN=f9vOE0--bb|>wi%r67B3QHQQI8%=6|?Eiv~%Cmhv1M$bpnpX?H) z<2xTXc_TXs^s2hu#4_qP^0dmbTZq;LCzc@O;;vrm6GP$%Z|z|7*x7E{$Bm?Ne+p}4 z!R~0m4uuYxXK@?O(8+okHk^?sOdo37l06x3HM?)2x}b3v{>4G0s%3?4E^(yiL`Pj&sO7s2#bY-t~vl=b^`Mr}#U=?M;R~@_K#leJD=u-eR_wJw@6mrdVXTiDYhw&I2FAtsYE6axANbz;I99^v|Vvoz09o z#g~e8tA}Bz+Fc*B$++e)y#T21uH_e3A&VI`oi+oEVELPX%_KV>s)&V^x2bYY-LJ!a zJ!!@?mNr$D44=ob#(n;k=2{G}-)h!o=2ngkFG+QlO#c9@B(NlVflbmL&d(cUrZbjrEP2%+Dq4tqejOGOGcT zyVAVpL$H}VE2{W}UEKNBX5u?&w|s~R!9Ka<)Ye*Mj+uAho47X_?qAHfCCLoLXLdgt z7Ofz9CVFef3^A3tmOYFLsFCmvea$%`@<3*iIMjtvxxQbZC#_KN9j%SVn%C3mPpZjk zj3I#ra9e_L?bkn*a=LAmzNj?23+bc2w}(cOMJ0~WAz}gb%HtX8F-bkgW4~)@F~LxK zoOPx(ncI()WO2_^T(e)azY7{!Cy>l^?WB{*BaDyAv-Asyp8oPr56sqfap~Y(%XANy z9mv596}thP_B8smE|)unwifE;nN~Kz+|A$XQVUPK4i_zx&syMbHK}eaHBCA739sNq zwVf_5AoASiP#YW!uc56twVTVY7u{J&t$mV3n8yu_unm&JSB6v6zIp3F>~&Gwv|)ie zl&%7m=A5t`6){E*EJAbnkT#_=q38?&;F@RUDPEIlFS^6%hZag_> ze|YL-Ykx9rybO%w`*f~H!`Ju!0A|(J3zD~&c0bxsGo8g7EszJ$4k+5_R?_F7c^m=< z$QKzDMF~;}Oat7S#PIisCDru{r{DgG9ksYb1Eh?*oagZzRt}r2wwL0c5l=fYwv^8z zWRr)B1ON{lhW#l$#&>eSdK_-XFniTlY@`!NvNE|RI2|!u_rvn>>3WPeQZ$mA#t*oX zL1j`$w_2rOCTO(X0LcDy8pEv3la`7voMiRn5mY0y^4a{s@^`@pKg+#2EeHsA4muj* z?KR1?dlk58R9eX4|V6~Xc@u90Bgf$@J3hfDed}GmM3N?HVBsiaqHf(E_Lq^Cao>Kw}%Y& z!cd~)&-=@e3vKO+ezU9V_IK|Nnc>lWZ?qMc&kMZw7^QHru=dRCr*{Rp0Cn`L^Vr<9 zskU9Jr#o}o(y8kDwzp)K{{Y$A7`+c3>3@B*%Wpx)H4W~!s|^;;>eEDPo5^{e)XBHW zzQE^z5GX4mw(S`wiEf(KC(M$E8oGYdZWIgU6@%d9N)& z8*W75cLF&$_M+plt{{&L&43gPpXF3_&0ATqx=6Im1@#0d z7|12qH-C1qd}FM~DAM$6*;7ti;InEHNZ;zB9b?aONW~YpSgEB$qDP_Yms)2ELmEV56j=(blnY?rQHR@%}iW08+eI({|ja|=tm zA0l-U+gvCNgm72hmbM>Ljk2FW@ehh^bt?@?+fcTQsz6s_xEanf*RN{BpGWY0uC&&- zI^69Tn6uiFe5GP}1%Ss|yh$GtEDo<}9-5JFT|eyc;U@z)EZw-SeWez9W~~fX%X6b# z+<8M%XwK-l%N%#(j>3cu9qzHMXxdZ_rrzF&o_I>_iA!M^U^g6N6>r1Zb+w*>XKkk4 zi@Q|Gj#fW=Je=d+sOvVZZ{et}bWJkfQ=P4n2AWjd#sH`0{5?9>e}**=?Ee4)*}jWu zHmNV3%Op+vvaESxJ%II6a|OyXTW{Q52Y<}gIM%GB@xGILWo0Fr+F7&R zN961~RY@Zq$3dR-EyJO^;t%Y5y<17Qztl_@5l`kv8iGp_dLK-YS)M7k(VJUz)cj3* z1n5=P0J&Jn92MfRu5avbKEtiee*x6z)T5qwmGW)v$K6x(?_D0d2BoL?i&XIh8bzk1 zr%MEU&cp7g<&<^&XaSn7o{>L?G`qXaep4JS-)7VfeAx*+;CJL!$Aj#2i0tQ^M!jp< zByskMWpA9G*&Rn(=k>ejbr1MO^(_u4{@4TgI$=Op8Ovv|!31Ws{11O?cdP4nkN$;w zG>EcTl*f`6jQf&vOb+Tll|bG3*PLqFlW89k?`KO3o5qsGQ)C(4f(JiNE7CH8JU3C( z-npgHZlUq@&b}2s!uCQHVBaxt2XDfpXDQ)pyNTb$w-)Yn`^ieWy~+OoQgU;<>GY{I zEn0Q)D_L3VcUq;C_HxMb&bR_aQgVcjpGvtmg>^fX@k+RgHPs|nwr%+>gPb2s(P5(a zj!kOD^8VV&IPEN?v>sHwa-C@Ya?6sI$F9}{pEap~ACs&g{f93nf>(;O}{V&9NjjXy-Y1Wrk5&UK#<4v3X5o4uACh0|)flG8_w;BHc>(T?stPY;`ngnlX_E&M-?vqh|zCj4D@cJ z)~@_LiT?nzwNaJF_Jo<^tv62a?yGC5cv|V=jaN^#Xs&Z0%9EU6ci`5igEX7XBTm#J zzD15nuHIzY`?9B@qT)Flt82TD6nL&nOX;j$-4=R3N4i>EDWbcxOwF%8hNk-+?DxLD$EKecasJEZG6hN(2-_fk?Vn0$$bI4kIQJXYQOw>Mrp zzq8aetGzB=>NNd_5jy9PdlG-fpnnSZplNn`H&v@n(2A^8J2Cj&i(aZ2MdJRx~+e`{wW_>Si4`bam;X3h%dzZ-jfY9A454Q1j9 zV3S^-OSfG#O&MG=$u8nK1ark|_+mX;!%nf&Z!~0vI3n`iyR zy5vi@?2u`Z%8%xgBxJ@&VaF^_2R~l)@!?%g7!noo1CB3k=x&GF)kIst1E2vB|5*#rK6^ZYh z9Q)L>c&75!JLqq%?PS$$+7yrM@)Hc6X~N|77&*_=iZyQwUTOkGQ5gRKiA*-}mTnBl z;kKV+jAofWhj(#dclK`&S?RK)LoK{*vXg@;*P>wbQ>6r$DdBD{t+ z-7|fj1S!jm^Nxod^GgP`HSOkz@<_3HT8+iM&)MWADS}2$;p#i!^r&t$O=k8>yXo}k znP=2uyOU2h0Qs>hZQ4&vgM*HSr?l|?px0JXPiqVaH7V|8iYWmR#UxusF@c|9MZ(0| zCy3|N^&2&w3w5^CVv(&przS|k9O6OKmFA!0O-A!ivVsjRXO8Mdd7P-uV~sa3`W^*C z;k^#)OSrUxZ3@OFwpUlw6~TE&J4%kAo`*GeRnX_wJVcXAb2X)$7L6QlZzdSKx6TN` z<8CNSG#Yg_xA6sp-eVmzP}5pfL&#TLIsDY0%AeucE@beE>K9YFxS1uLGJfiulo<2? z3d_0h?ymj@v9gU<`%1=EjuX6K#CIV%{{V5idskHUN}5Yq+l+;`@*@Yg%d}#I^+9BC zx_^i-=I{-~k8tg*36=zqftTOaP{@~(nId2`@Tw!?7$0NO^xP9+19;Afw%D?3l{ zzM%!)lG8?>Og01UBXIu!kCaA4{U7wMlR>qb%ftG8oy>T6ttj4$fnsn_*OZJZ=%rN|!>AOGOrPX|6 zVWn!)T2EoA%Oqqek|;MJ=y*Py*G;&n87HnON8JOq4-^5;>z*gF(Qf0np3eT^rH{SAfGTO%KdrR3C={F+77D|i*^Lid@p#K0?yHn-t25F#{Zb=MsFnfwF zz@?|(TWfk;H*rHOQMn;fWZJ_A9E#_BTRgMLYvJ1|e7Uc=xRd^PKtA(+Ju9(h0dRWb ztzqjP7}52c$nLcpQ!9knTu4{t&Ojh_>p}){{sq%4Zgf3sOr8Xm)vwAJo4T)0<<_M5 zYYIgMw;X85t9n!^Jq8E@m%};+sp0D#Qss2WrPLl>w(%LTB#0gcdJ1QSbng*qcb9No zX{i;pk?^jBOiJ|Z*` z!unmLj}}8rO8)ab@tg`Ote&h_eGf%7li~=ZmcliOcQBPn9@VYdsA|(k4WMacR9)Rz z;)(1L+~Eba<<;DxTM40u%5}@Q`LZ$V?^&&;-&(5(>?C-t##AXEKk(pxI_l1&V$KxZ z!;|u;-Z>|rrY@ypDyk*q2Y4j_ar0xYK9w4d=OI3ms6z*ywi3zZg1ZrhTXsk3nze7H z-yQbtZ7M3qDv214tXK?V^2KkRO3k5+i?|BN`xU&wh9j``H6XsUm0dp35HSy&Zy8^6 z=|-YBi1cVpyi&GGl0O>R%1P6_v9Kh;|f+e9XLHjQa}H zw!E{BCY^4f^4YLo%o|Di)uVd?G8VgqcMPuQ19#Ggcc3S&&QdKo^vy?Dn)Mnh6|@Ny zxcPF!=KX6=!xr~Ce}$oDw~|TST2@}{Paq${w%YdC5e(A67~}VD!=J*XH?apX`SAIG z<7b#N`DTr58XUfWvQOf9FRb*-jXnt=#nQ^9739wt9X}eatN3>2U0+hwVzrV_?JU*S-og}F1|;(1190>-<8l{j?~D`GOL8hyxlw@5qmFWDYWj(2tU(5w zXJ;Ui*1`x|X$7Nqbv~PH^5ijd5GOs2I(;`y)aCOpH25cwE(1##Cmxk$2}8SndQo7xPUlb4ucL|!jXoKpkBGyjLJx0BZ`d@)w*Jif1R~TNtUEqXewC)Y#sP0^ z)LwF=hYO7N#TMut4ES^{I>Op`Y%HLSCjS6i7+eSA9Mn2)ji>3d`PO=Uy}ZnXGa}%T z>01pr`IM;*p4C!DC;$Tl1CjNiAZBzL7LTXg{kq>wf-8h2go+OAp0xzN9ns{}4fL8^ zA8Imriv9EJTA6LC+c$B6?L??$D(S~Oj8#}yGiUJLk*VLk)&7|bw;2S;bCO3&ZRdxy zeQBEJ_QETPRBcyqascQnU^oSs0!itCP{jLDzEUtrYzmtW<|e1%%_mzZ*ZO)$(T^<{ zu>=9oQeXI6M%1LYH?~PLM1c^NKPrxbwU{@Vk&-tOO*e7#cM*WR4|*&YGH<*+q~2;U z-d$KEmk{k#a>pPJoO@JKXj)S1M^`qgH3Hkb?dQ11Po-(d&%J@&lG$8}X%Z8KOye9L zv?Lcf$MDvjYh|d52nDsp>_r{R5;^Ce*0~7{-j!|QD7723lzo~jQRPLn7Ax}L4!~EX zOS?ZZzK?q^(gH)%E;>P;&E4k80%Xx!hbPd4&0MM&`OWjIu5nJ2ZT0!<0;Ek>%*f*x- z&Ih)8R#vC0U!6vDw~iOHir`zb73A;__|tod9Qx_{eWS}|cQj2k@huy&Wq~|#^rogzd)-1Sc;-aJ%%AHRbC5mioaaaJ z0_c|Z+T34hw2@>H1j{}E{{RZ<^*uh;^2oUEkDp(S659KY^sYzP(trS#9iYJmY#=`!1DH+OR00+-1sZGezSE0K%?#WpQUdoL5%3vF)e zQI<=uD&(B`A2Iu&^vL$7ZBh>A#+_@TT0`O)?lojK*HW8l&cZyL=L`9on@;d`<+h`x zO+L16ps_!=jKjb}J#*H%ORTSlJWLxQn^QnCdf@Y3nSE((Zu_Z|$^^+!=eF+jvg=dFr7o8R&CJpp*r@T(;@kL7Gswp8n}Qf0F!?0& z`147vMw_s=eh~-5ji$ps7+ZNL<#G>fpUSIho*QfF<}q9t65`M7_iK##qwB5CHIl{)kF>-LU%pe0 z6L-^v?=hA@IURu+tsfcPUD(-L$rRID+O*+sC$|}R z&r?ItOHr2I8`Pk)vk+=F-)PgPX>3@+a1pb)Wapl_$n>i=9u|_#^w~b!=C!I%=P^tf z9%GWj&{k=<)$CJ6k4)5~)gimPaFWcxd5NAJ;@)rv)Ku*W65 z;3>??K;--6cdacQrW$Z()SFX{*qEm{%g5U!aB=Hgo{g&C{ijKlHHW;K`t9PH#no6x z7$@iBmB0h7J6=NQbbcSu{{XPG`Jh?WR(aY`;A7=Kb$Rpv3aNGBHoUXA2I4Se)c)7^ z58NOIL-hi*^^HOuA5CkAj^cGmLb!o9KPS`DsoVIX3#}6KQ5Kh|mdpW(z0Oe+Ar$ zWp{7(Sp3FWV!>h8<@G#Kr1-kaUA}8*tS@3{|54qCGBYB@G3^I2d^rz4N03P@!9WdGHT<)>r z`yC%wlEO0}t(VTW>@^VjjHd`IFNTTd>=`rhtqdE(v-5RJ}RB;*Dor%J-L@m;;ni*u; zKI4oEn1ow$=ngTAgVMQM&lqXedW@QMw%6?>atO<$1(1`Dhw-a=*NZH)Sr*QFYsn-k z7?@(*xccUp8b&Y!5aVtzLZ8;J+ULs4xXC;b>0I8U;%hA`C?0ETr(3AJ#PVS*R~?vk z>rxLC*;#0o*YZVqBv&o_w2myuI{n}}bfN4AO}TdLQJns@hpbpyOFGFepAF=LfE*8$ zeNRDC=(^N;)xX*;Bb_4*P>JIx!G=3}RtJo)ZW-XwY^2$FsJ6y@{{X6s_?-K8sTp5H z(B#r|ePUZpQ%)1lAb6+1Wr1_|TkGjjcxS`9jivPSCbMC2Z*wa>(m*oI*f_!d9=XL; z@I95Em*OodL`kgv)Ug;3S5ebHm09?88e8hx^}0p2HM#*p^Z;i9s78FA7M@gF9Ye)- zlIhXPWHIg=&JW!={{R~9H61>C{T|}p((KyE!9;UM{20OG9>ToLMWEVU+$V^1YrxZA zN)qvutYJ%VG2iQ6n|pr-i=j<@a=Rme1_FN(=%9M%id`-~rzvfsU0isI*6Ux_t?uq^ z1|hXT100T|aC&ponx%8$Ijya(w2OZeSjVKzKKF@;^CRv@Utz^ovC}Rsd~u-a7i_<7 z)C9LP4DgxgzksaAhe@^6FW+C$uH}wf*YfU`GO7@tUjDSe?C$h!Zq_gOlX`en#fSlEz4_aGjdP>?uD_p9+=b3Sd9RC1!+PU8pUbdsH+UQo+msfgilq)>& zT7Btw$QeJv20uF5i^O^#{3G_7j5d?4q%wIT-Wambxb3uldGDGKj)aL)-eY1TTatt* zlb~-_?~1|DJT|tM_m>)l{k{IFbV#@$=L^uT-lCzK#WvCDvuid{&HJ}&bheo`w39F! ze_m@JK+|q?zZ|`^v;P36TxpLi(vl8kbCdahN;-{fX?TOfx_#CDoo{5?U9_-I=1&j< zbfY8Xz~r7PEmud?WxKqF+r)OT+1@Y@X(MH$$i~s>$EGWefh?NO`!aiVk6dfeBGmlv zlN-Kczo#G6S6kzaGR_O_4)rb2UQc|9G~^x6v?vq-p?To{0POpHHuFo=Qp)d5LV|0M zJh=huxO(z`I-kRuBSCd}s@`A0dwYJvbg+M`0eS&hpAiw#^GUk7MY^z#W)oWZm@=H_ zf!~kw%}L;7w3hE!y3+}VOOjOkJ+W?3fypcUInN%nAbTE!6+)_!oxh>4Jk<4@T?^u6 z)Y^^Iv0Al~D)LJ1IP5zF)I73IsnldMNHhzn!}4sZbcDbH(t zr$ysKZKhlSbmhP z`yJniyiYCWr#+FkV%DW@3gr4@JoFtsX>}X>%kKwxW$)yj9!sZ=SxkiqPQ;(5b5<^V zI{MbD;=uM2E4wVVQkcl(WSytbjtwpI-fMmz@Z#NR_YFKZ-d)l(2aqxI9y$^DQE;(i zLY3_NNvvu5b^XQml9n|0x=-=rVNoytCiFY()mkFK*e-qxi zZ8{5|4|tPV(PFoiw43Opn%R;vRU2u-=kpl)RZRx-RndGUrziF#w^nTP3%ESLolbsU z4{p6h7Xw?t_8NRsT+gKIGhJCcN~S4XmW{KVob=DqvpirdQIvPHJBjkq3@+`|0%AuWcf>DA z>EFE<3kl(i?M~mqx}>%yO-IYPX!Ox5WXPc7pKfzjbk7rO5o(vZUaK98%(icH6I&dG zbs5@utVPo`rO|vvdts;CSjBeH{hrhK_J+$4KAe3sQfap7F12qphKX@yZkkllzWB)V zBr0-q+>`jxaIjtYpIO)ZDSIsTOAVjco6NaFS9E}m7oG<-e?r%_YZIVZYEeLJFW?c| zykzcD2OE!b?MY{6F!)gR(%DV+uOdLPG9CQ3a0ly9>G9rb_r4djT{7<49VrBpyz${! z;A02h1Kx{;i+YcVwf!L$>h|8o8#lNy3ub@cvKGK`_*16wKDjrEue7Z%PKxEN-aJa& zY>eY^bDmE;S1EC8bv1^e4aSRmHnwkf$#%$C1Pz=6*nKOy&@Ehe=fo2<4;&8^0bP`U z*aJBAqTyn;v*J$?X!FT?EE;@zdR&;+2S2}>JmYxgy6NVI*3s_goF%%Tk)4m-9eJ-N z)NQVw(_Du4NWQq%CAPhGQ|HqxF0JB@>c-k=;o>0if+HX7`ceX#*)62|@Ce4&_anbg(uBi8wYIyZ>M`6)WvN3vcHl`V zjOWW9{{WGwthMbkSiNYp?M^F+Q9QvMO`I>SUWZJuvl0ti3wTyRvPFs@H;+T=Ii}g^ zI(>w`Wu29^yI`qkqYBvc&*4SF#(lqubUjY}EbTRT8tI9RV_&?-zw)UY#M&sm782_A z>v)oRW-{M4{+RmJi+v+Yww+~zPqvCc*%GWEFekV*Bk1~BnB2*x+WF=8`Gz66o33-~ zPT)|~HSH%&pX`_Vt-Za@0U|~rfHh+CTGKRB9D0ta6b5D8ADGz6`iiqYlc(NG=iS&_ zTt45uEJ2u$trwbhn|#szuFBrwljL7AFm{93dJZVKSgkg*rfK$Y-CgQ%#|6kH2_3K> zzX!b{YkFE~{{Y&jQ-s(S3T`)ig}P%txvP_DdUegTcJosk+dBuT^c7}3D#9CSZ6mR_jtRykiDMgI>O0YAq-pjdL2G3UCPdjGiZC}1Lypw0 z1v_1TN7e4dzMraF+)l}n98Z?O>Tyh85ootpvDw3{+da{LC`7JvzqrS*6@J%7(<~?R z?DXqvd4M5gjxeNtH5_^tlMT<>qtmTppF4!B5DXai&#yEOLZtfciEDP&GwU!V%C^Rd z-{#zU57wl=*EFpu{>Oi-TiZ-jFi9T_0X!P9CX1xac-J#&wz6CkxXRH2#E$v(q`1+v z+v}e`?@qR!QUKpHL7M}oCX0rI7kbW@q%>b{)MJ5eM)=IHjl5Zw4QU9gZh;(T$MVji+eXPHgGllY+E?;<7Rm=J z{pS1yUXMr7zR~ve)2)Qz{J}7cZY}GdT-Ii{;kk7^Vl7h3R=KmeiW3qTkQ2$tAfA-d z)ESH5+dGXO#|r1Z`zZ-SIy%*9d++pBYvSc~?;CD25BUk%2p{ZI;VR`3X-95xCVIfBZfW-98ALcU> z)Y#rfE8qCi`oiUBky-%kzzy6QD`sC6Y4;FBmwpeBT}D_+g3uLHp2r#O-ioi7uWpB` zlUe$-5nNh?ofbshovqTZo|ToaTz#8QEI#)negic#wSqgCZKCOA(S?+GOfsAv2;((g zJp)SJ0gB2sF(WK^&&sX$vGu4w;UO20zu97VeKOjQGVw}I!OmP0pTnBVlgHY8 zR#Dwa1=5CgO`ASpj&tJ8# zt3AAi^M9CI%s40MS=Qb!nr|D=qKKpWG-^UPA2D%^uai*r29yd%-!Z3XX#T<;JqqMU;9+7{{U+9yxfTn-2ExP z@S5o#VtclhRfQ(|Id3Ta{NkH=>gr10ZB-MN$rfTBZZq3O1I(cd3%2$tiexczVI{yGfx68o=T9vojzBvlO&J9 z_7Qk`O&MjnHtze(hEu#BV@aX-PRB%o@*7F+q+5m9?KGQ;#GN+GM(hs~k2k zq{c8r!a#BK{#258xHr%>j|5xl+KXPDR{q_bf>J4PqaK2$*E}s2v|%SuytndW^1y-c z54rUqVLgmPp?O5ZT2XuHJ#oshfM@Nbhu8 zJvDV3$d=orsQ&;v{{XycKj9Qr@X*n}wC_*PzwJB!0D0Fq&!ufUH=BUqDCGOoX1Lk` zQIpsML%-e^Fs(c)Y;=3wJ#}l@8sz8g5=objkKy#FwBHLppJjb)+P(G3x=^B7Tjr15 zYiwMN`9E~@Ui7id#SfS>gG0Wdq0ec)6@4z+_5-Y5-2J6C2bATa_g-oXKMG5y*y<1+ zYVvQjMi5Bnn8@zF_0gN0t8M3uieR69?aPc{W`}UPIje69O>Lvy*qv(nSGi?jaL4D5 z9fvg&_)=HV7fxMv`B`N$8<5{SXZTOGbq3);V570Y^{S9bCi#S+N~?UOdyG-2Xk_ZT zebinUn$p%sxVig3mW;;@A?Q!n6~ae7#9D8Oqr9_@$gEJuut}US0Bs)l8Lv#1W@5PD zXPl1Jjd`MJx58z(vso5-M6zU`nSj72@HDl%eaEGeFlB2K;>|Yd*72J0@eI(bO?iTLa);On*F%me>2s#R_duszU*9Il? zoP5vgf&T#3rr44^>AX7>v0WR+h~Heh7>@q{yXnPUveBM9_)Y!98%3Yl*?iBKll?0z zSe5?(w&cA*m9Th}pL5oy)&`p1D0kG$eVp0?q#k$n#wo3a_cas4*Vg)Fm8`cG+hDx& zV=X5oJqPPoqtLEbQq`Lpi5g>YJo60&G_F#^(CX{m5jdMk5Xo{1>bJY%Zdz{6~|(8vxs z!5QMKuih<@*4&X5s6zV{mjIFg1dMWj8pZJc0EXnW@P*c$e9-Q=X$g4SaKm&t??;V- zzk_ux#BN1Qu5*rSHf#NA`RsH}7Unx|v+1dEERLBhc7hhN(cHepZ9dz?*0z!9FLh}R zj60(etA6rT?5Zfz{4L@iFH5s?W%er@-#it6nTB#n^{SUwcRJm-h30@q7NYlZN0%8v zAi&Sly;x0uSkknOWu&-`^$RPcx8A5WGLn0GnzBoGeiGE%OVzB{!Y(fL0dkp>k1sr) zoEqx&=x+T=xzNqxK=1|a(4vGnV`W?vLZq-!!mI!$V~Q5aWl&Yv%?KfA@X6Dl5%fQ8!cS5z7>Ib~lmPGzKh} z4UNsauLRbgjCG5h3JpG31ZFvIHe4$%NsMwx^rQ6x=9Qw$ZQ(`JCXrfsA(3Tu=o#`( zJ%(zIouq3oE|V6aWo;B1QZQK}n{l{en+66xQI5H!yzwOVJ}a`)?aG@+fux#3o0}zB zlmnkY593Q8jAx3@-J{cPZ{>R*w@WIOj4WXCcIWgIm?DdKb5OU_beNe?wWXEJQsIHa z$S|OK^{CE)tVbO7ws6An>J|{&Pa%{Kv$6mSWB9T-;q~-#s`#x83#W70RI3Q66gji=(i;`duU=+S?(>o zqRoO)Hikd=>8^uams3eCWzwx;yHs)~iQFl4$6|Q=>YlAGp?j_!Gf0vPd1AH~6VEai z87JjHJ@9i;X}ZR%Cch4qscB5Ii)E5WiQ=GawT+Bds$7ehUOaI$wwHbpHVCtxC?;G`>f4zKuvxG)}~ysT>hnT7A{{ z)<3d!H@1>VY`)bTw#rxKCj>A#$6v;@H4R@$(I$jyH>qsWCSz77<^$5JsXORgK3d4k zOMK0c0qgarvVkK=OM2F9+SZkArrY1osKW)d&P*~ANRu9wDc5v~G^N!(-v{=2lVP7H zX+1Id(*n%M`++V-RN+{3`c#Du5wh9ZRD;~rSoO^&{{T&r{@+l9+1qg}-H`k7??s-w zr0SN_{gU=M*4=kX$)A*9@_!>pWVY9twr$`L3vhTGQd`Q?I)){(MhXwcvut&(CtAIZ z(#KMUc?ybn9(GCb}{e5dv~Z&mBIr#LY~d$9B+2JPMvcl|m1G zaqH<=)9d;)TBBJ{s=$|PCzs_CcWylwr&^m*@eYxuT{X4#rv<&hP)trvKt1VLW|gb4 zW+3N157MmwbDZPSv95LPCrB`jLr{j>&P~w?GB+=%sb}#9m1$!I{Q8tBXL3JrBOV{= zMSx4oSGY+d4I(yhuC0&qDoK!eFrvy!$G|L4LEO|WuW0h=2UYugBFA@^_K)G+oMY=y z+v^%-)wR{!7xvQITjS1=Tjh@YO5nF6;va48QsCAX`057s7E{& zH}>ya7Mrf=7utu}Ep<32nZaa<4oSyew7}4~A{T{E5&Gl5tt_%_g)xla z@#|Udt?0LxiC~(IyWM$)HHSR!9Y@xZ=U&k)uFaj+scj9^L@P$;1xe=}JLZc4ejzFQ zog0IJ%{JCFw``~i7?4RlPHH=ydr8q3YSbv`{SD-tky+2TTv8 zcG79Knx2r_edK0KT&TjxMnd%DeJjiC?5y?4rMJ{PNq1>`CFGH;EX1iBxWVn|iuG4` zG<`B_iKNA~x^8y#0DnFyX<+Jc7ak0T&&IlZww8_kma1A((-Zr_k~;I(6q<#PjP+YK z(QhoEOIat$yevNGB!T`#Q`3`Cy7A7NbA2qa4N@s?QVr)3rU*ffnZV66#Qq+eMvC4$ zeREQ{zPg*sf)e-~^*wqF&<3UMldWjF%W8TBx?M*0scSk&_#mhNH`9QBI@j=igK?th z@<(*Q-A^%^P=|#ia6byi)wB&pMA?0*OKqgs*bTD9ECbc2eiXph)wFwUWh1rJBAKC$ywD?UxNd`*=B@k{3iz(;WD>)st)W|K zUSh;b%Yu11Jx{f5>z6kg-hnfCV(vMnl2IE-l5M~rd!EM?&S;U|=>9ux8XZn++g7$R zT!|ZSjq#k4dUO2gXd0C#@aKqU(BbgRnq{in+sasK0zrVe$>Xno#sEPq>;!Y>CfXp8oGt1xpk@OI_w&JO{iI;33TR@I1Qdu^v*w}N#T7e z_S0C^^({i)J1H*!BGDT=7dgrQ06&#B=fm2i%sNJ$X{t=xNCmGi(onAJoPs&$0;BK% zp6RuSn(^+f;G85kG8~p(f50EcjRT?REx7Fp0l@_QDmln7yGfmj4nQC0ns`m*s|;ZE z{{ZXLLZ~M$%raPD^GFIwEauudUp`(wK&{UeIUkWb`aO7Rn(Vk`HuJJvn+uQZyLlVjoyMtw2^r!4c$ z7w+C^4?9W6ALCf|3lr#`8jm@RwTXt(+>w={;bVT|##htonk?29w}RHzaJJLHSO$!f*C(j&>(;1i_tu(s#0>`W?&oE!aL5a=`@E5p zisvpu-1t*pzfeWJ-me*iu>0JSarx2%u>Syr-WlLBT4|S;F`31^x~Kri#AFfZF%>)b**)g>5q0K$Pz%uiooG8YUV@V2!g^)SiEE?3+CIx{+v6fr zyFB%7{Y?OD{M&Q#LycKS9Sz1qn^v@69 zJ)g^>cvDTY(Ju6u4bRzb&gn}|OaB1CTenI8)>9{y%YaDW`W#fT zm;NH86UHkaNbs(mqQ!L;vs`VtkIQd1V#jYiJr5?U=$;VMJU@N*y9c^5su=$Odogi? zgVWZFipJu~#g~=Ze>w}u%nH0`>UxUj?K~5uS?clXQ9b9JuF_$y30=q3cO28Myc49} zYY(bQ*NbpmNOsObWMdc~g%<;ENiH+;`C)U;PeD=M-KCz^l2k-;0)|}k^sJq0!P;)W zefI0tx>p)oAl(^bal$>%qQiCJJ zq-@>Xo&{mwcuP&b(ya8!4bZo>IgF&_KTL9a^{20eH1yCLLJf8HCzH%4&O5=*e)p#o zTxQS@>TiO^{jm>!Fpzoe;%V`_l9&* zqt3W221XAR3?2#7Al4UENiP=UN@mz+B{ye1Jvr%4;bWmcJHF)%1~PYJ6 >CgmZB zLQzSq9YetycB8Ays7pQK%`}STW0_=3++(|*SB+eL`h<&G9od2D?<(H`P@l{_`8Yr5u%sDp6`)S#EjhEo{YFgXMc zwPV4W&Zn+Jesww3q_(*c0;#uv4r?F4mj>1iTK4u^TYEU}Tg+le+aWkV@EU)BbxRlq zuL--4%$D({iZb6cssSf&tsOpNCDS!e7;84tUD|5eRB;KOFq5cP8(RZCdr?_83GnXr zDDGC~Yj>2hI%T(lPw@`aRdUJea&C`dJu3^va+`f8%>)9ha7gc4)tjscn%5Jmw0Yz= zN}8IY;_S~gx4DgMWw?@XB3UA5m5(2PtwZ+9M7q_T-ATBDL2uuA+?4fcHbYuC#pbKa%;2;*Xf3fsvg{8zF~Z!;^DtBPPfoBTYI@L zBehkUSiGhrk~ZTQ#U}d=XmE`KA=7T|wF_I3EycF@=M+!qR&iD7?FQ%NY?|_ZT?zp|;bv z^{}m~Jl9RtRBD=4+ge;JKBFT^J0>G_egFo#j|v?%A=QSUAoGr-LkUM9=jE=3PY-EV z8b!96=-*_uV9_XkK_2y7_)|c;))!bP-)L71N=QQQ9SIaK<^H-2_x`$^E3|9j8I_m@ zZEM$_y{l5}*)8Xd8hi9E3;Gn{tsT`ax{@a@(7mu&=sMvzKM%0li3uJ(6v^7*5BkCJO2P%+`#bMO&5u@lXH~DkCC|a7_8<&H-+@L zq*b{{Uz}B+1Tt zA8MrayIaPf0S{TQMe9cuicAe6AP0Vlr9KdkC*9Nnv=lZCh%ZW@(4o=9=vdCelG)Pu>H6R zZcG=7R!9uLASCA?W35M~_zOwXbqhP>xx0C-i6~`|5srX;2cb|LFDgeN;!JkMdPb9=S?JN;#|)A> z-bm6rF&q**R$F)?#A#7k+v+z^G*h(6JY)vkdWu(lJ0R=xIBjBUEnmTxS0CBX+3FUz zYLlui2J^=sg?e9y^viuaM}pqk1cDNQijPt`HJuNEw3zf6^rn_~Nu(0VId7eqcl51& z62xgX31#-lZuaLAOxbL9AB9?aGFsT36-1?0HrhL$^$eD(w+k}l9FoCLTD|5d-I6-- z-lCPlC>ZPQO5-T`5;V%}?X-?ZVa+*XZ!LjSk)FNkc9RIZM;%G1#mYEC&gV1;ujGi> z>_fL4iix*l3J>1Lu&a+c?IClO=kTQS6@V&!QZi4iA(VhCyDHpq$m)Hm5gX?xaO03_ z%#%ik1C~8SLoDDfbKh@D7!;%gM~pXGu1@qhLO!*jJE}|*u21Dy^XuAVVT_lss;r(_ zV%%^3?tN(>B$EuJkGe_4W#1tXNW-6$@t?IdnkbMq0`HI=C9_KW6P z{iZWH452&cxczB6mDKZv&~I;TH5p}+c&3%htN@L#>62O(dNtMk_&3lMjqE(4#~2Pe zR$cA%>90j9O2P|fjyC}Ozc;9>cd)(3iR6K`87(4PZ!>zyv}YBfS`yx-j5=Pkcctl; zmlka8X?Qm=Am%Sq?TXTmN7VG$HT^c$(WbGzjhfw;7~XlsbMfkz&7tX6R~Hf>7o`lK z?J^+leMM=+Z*>hbS@8p0O%!a5wvmYl!jIwuJ!oro3!%|zS`GL1hK_D6WJnWBYkPum zg(rfi-k;!Y68`{4)%78D1FSd^!y|N%20cFt<}Y=fO4Iua(fM;IQ* z=~4LF=HvbnEhf!1d8}>bL*`2xl>?rq@~P!&(JJ@5B(d<;qhP)j1_yZ|x_gVFpkgw| zJk)xoi>ga!;$=$-nXWY$q<{tc>NAom)LOfEXTyy(zNq^2liYbw7Cdh~v*v zS+Uji>+9GtExZwKv@@NNsl zDd&@4wuXH&{^Luu3p%B=A%xTR-ILKrZ(6Gti;P;W&6`AXrz;KGukO}nU))c=GAYC&{yA~}fUU{BkZ~4*Ji~-z} zME*6@rE4oIO%g`Gngcz|4*N_fGmojj&px!8(!)<%k=W?knL2&l)ue)RJpORo%A&*N zrhd5nYHdGFzPGaiTRD}N!-fR_bdZzseR0~Q@D0`7--TZ0>gs8m?Gk*_Hd_Gn{3+Hx zE4=e9<-V}{HI>Mj;gHB$La~gU%a4?hGAX$95`Wjsr*Ub01-7N9N2kv;+O@5!!of1A zRaIO&e-1HSR)K3Zz239u22^{%V`g8z0w~D!85NJDc$Qn6)QbMtS*+H-Yk`(+z{C$b zxZr`$<67EQwR5XjO?>vBWwU1g07PjY=9NFZNAQE%ou1)-g?ssB(Y#M_shc~ii!0ky zh?{8q#z_#I0zC*lX_ix6&Ekt|+nqY*-EV9Jdv@*+IC6Hm9XKG=cHSY?TUWcVv(g0X z1cE1#u0nPPILD!_n6>>jSm1c>a9;jTf1FBz8p<$c8xBi);M$=vp=WT9ctyTi?o}F?xlwJ_jb{l zBw~!YO#R>w-d}OWA@O#Iw#jlY#F4bd7}_K(U9ppZ26zV~^rgz}V7|9A^j#&qKjI0X z7V^n!e{QlZ%jMcPLGwn;dv_k0u7c-Hu)HX4?4Y>X2v0IF!~;|hiu71*p_#P^)+yAq zB!iho?Ysg68b+Qhe!?s*#h(4f0T|hyxy4k6#2RJg{MJxiD@_PuS7`x){q3ai*zbxo?-A)b zox@w$U97UIhadxjr?|-EcH)Z;<*2lsJ_~7WQp(+J<>pA009N{nE%bdl#7P~km9#O+ zHpme%xOyMV)^?%d3yUpUO9(WH@0vStaU(+N2vSJlPgBJo@Rex`X>WHe>~TkMo@8QN zsURF5#1o8Cw@|r$$3xRJ`GoemeXYE~O7Dt193I)CEe}e!x%*Tab+j|?E#|CXHcwMV zp{k{d*tWwcySYnbD0l_4$@b!@uZk=`(&Uu+Ha4>hb-QzvmP~T02PAgStvdzTW^EHl zmg#O})9s$;cbVpx!D7R{Y40TFbccj*V{xg}}JXS8}v# zE;fYQ_lswc0phDg&30PeYGP z=C;`EUCiniyAy%>(O|nOu8*c02C(}DxU<|`!R3vF_0A}ZN7Ep-mf9N&cDCfSC7p~AJgc?JE(;GsQQBx)O^v|0 zw9{>%m;wZ`rWg+OqOwNVRh3+U*?~0O@s=TFLfPa72lS%Ba*}8oLfx(0dUdkgEAR7m zbG!TBT5ZpVw2Qljy1CPBrk$8GJEln^q5UfPnHBuADkmDx zji%~ydAIs?y~~9N9#qdBgY%-}M$>OaymwYM^Tlq3VpdVy?WwPgPyRsW|+- zXfBEY-m19!+2B&J?l#ue-pbW&tzbx?L4}P56nzC@>i!pPUsku&A=U0IZXk%ltqLh1 z6O+m5TY^AXGM&nJ$T=00;tg!*`c#s~7VC*y$+bW-WR&#d^`gLzOTsYSXt4N$QNCO0 z5iT%o#9uV0KkEmpeK@1R7xF=<>NfAD-z#bt4{-y$Bq-pYnD);~(eSpTuj^V)uN2yd zT|x_i3=;C{4Yil%?y8WbJ zT)ayRsG;zu(;SRfd}J|Ow39y7McmF$pyc~^qo8#-6QW<+`2PS&g|#h0>ImX4Zlpnk z9OVHVVB;T+UD564*ZgUDuHRccHnwNUvPn>>J-1-~C;kOh^nViS`j?CBBlCQ%CjDfR z+7B#pi;xLDc_5m#{kf=W-Yjc9KT?j@PqsLgSqigUHgT~5{J8Bx24{HM`r_+eTM4YM zWYVD8?H#IfaO7lVy*qvt)oBLH#5y92og3`XMJCwou2Ug)jtCx{)=!P^_1zi;)GRd^ zv*g9hdtK#bc6bRYJiTJ6P~v1HK36 zT9jumy>I;3KG)h{s-@&q~meKV44HEB8x3*O|xF3ABK{@Vt=B{|R#4Vs$D%vNTeRk$6Sc&T0*!v2(p#8i1 zB_-4~7_|x8=JR3Ow0fu`gN${fP&C0ifG3ZpF-aj@HhAB0G@q*~tUiyw)EU+>Jg>S$r?2{elV1b59;OsrBjl*Qa@56Lu827$h3;n_DR) z@NS`aHFb{O*6E}+5&^Pi7{`2{r%otCJqK9U^a~?pF019cOAng@G#+CBd*kt@%c^J= z`c|EI-)1n}O2*f0e=hFlrw7+Hj&+O8TU665?2^jP_FXwWFJg{{M`-lX^bA(s9yg+y{j6ld4@(V%K;Bw$94 zU75Ms5A~_y-Y1cZz#{5*6j5tuIKS2v)ii|Yj%hL!?4XsaiQxMI?G6$^lIN5fd2OsCsu=R}_R=m{y)u-$7SV!fB z5UhC_?rHj_kF8!Ux7hXBY}zrlV6o@TKD1o{w-+|6xmR&qHy!azR$FqTBj&>6J^NNY z&X20x==PRyYw|;J0U~RaOtiz?cBjLk>O;eAr?$Hz-*4Wx-dH6@bGIK#E`Z#K`KYq0 zU_T*o`DT@01gj~?0P|S3npUT2q+VNG>(>`o6Y&)OSW^kcIHb|^eOAKacGPwGbrh04 zsE-gE8~fC*7B=E`mB3`e`kpaJXOJDHKjI_stUVt>*0k+HJB!Z}OML?F-)`{*4106! zO#a8#;njZGCy3^IKRmlyn1(iI?gK^8Slkmx*9A6wxyJ8br8--NhyW0_7d%!4_KmJy zYHf9I;yJA?na0~?gfLuVARl~wwP#$>b)81-X4AYwE}amJBSf)=$SqMfAk zo&_|#fihytdMT`pPe|3TE$mXyUzW;PS8Vd6c{83lBez5O)2=jaUTp^6&OZ=K73^)9 zZ&p8=LC+ZJ+OC_@)-A2?Qukky_F1Fb1DL{?Pp`jU(v1Sf^0wkYQm3gD(#E(V`2~a0&LIv=%p`l<#Q# zyr>_0v89!pl?ZW;IO|w1qHCYqM(un{GTC|JL22a;p+C8rU0XxfFSRKyEWAlIj1B-u z5+K2G*PnAm&{>;?Mu|50WbgsUH0dO8i~GL+0F`3vT28TfBoC+S(pW5UZICQmgpK{` zOYJjRyVGnf?KStdx`cnETnK?P@zjpgT?LJqe9tH_T(@iY-}6` z=xOaB!N35J4m~R$O44&LoTB=#kYxC3ucfq+lWB{c=>Zh&{*jkaM^*u>e%T`M{r+r4!FP{(y;Zt8(q|| z)?GJWZ9WA6c>*BAaO&Cosy%N+*Ds#lO+Q>~CyG2i6FzHk&$mNG&>Q~%Yg`hzG4vgALa?kyrRwXd=z5Hn{v5aS#GziuFe@`~PI&85cvAAmSB~oB zXjaxY7IXPOyHHysbIw1NQuuLqB-3jsEv8uB?93g=0ZBh_`-*pf8w;-=kx0K{N&X(R zZ}*JNg7^DH=AO^Muv|nWWbi;1-eTsCh0z1qp9?%p2La67)O-6*I)MJjj6({OYTjov z9PkgNZ--sIM+c5*E~>$E*V>iX^f{?@FAye&9nbtD`|sLP8rfz0i`eJhroPnmt6#B; zUk|m{ofv6~zC5NqRM$iuGB8InUYzp-VlpvhKPM!so9Z zf|h+-P>aM1rzeNzYcn82b{h$gTw=N{%aEk@?rKm*F`f^BRnC4k5fT`2hvztXxeM&a%-dFfU-90Eo?^NMM;U}+q- zr{Wu}J6JYw_qs019@st-g(Tv0La@_j`~tNdWnI?Ojk{I46&-NQ86* zjCP?nV6r)lV_JP83ujFl_T{Hd?63@&{f#8L;kVFW)nw8yWOpq_m3t$+eg2>b#1f`I{H!`yR(DzqU{Bd%Ux^snr@G6s>^G5%XHi#$CqEI?NN^u zT0Vr@!GiExq?I`QT8wu0X$7(Q zmEyxU`=h-@rg*N;QM9_bj@I%uwO!60EF2#}-nyqK6kq~63<`wD8>r*lag0-Kf=K2x z&lcHgkloD;7ihMy?|(8J79NZ0YCSK-R+sko*D>2&q*jUM6?m{n^aH(hK4e>!0LFMx zw-m-?5^dvgJaI+B$0Kdx%S+ul^8GFE7CS;Wt3`)7>4Dy>pBLJ$jGB?NzA?0>FoG|e zBb?*XyFcCTH~=y0#YAwqI3G+>xLD`!^?(6+E$@!rD^Emd(gl%ysT-0 zo%@{9O>;Z{09v8jL|ad@+xY6>-B`b!B5t?4JunmIQCMauZV|572DlT+EG#3jGH)moAL@ak*r@I_vGBdltFzJZmVz!WT}0l=wlwR@;_=wewm+p8kV0OKuIwL869 zZE|ZnE3YYIfJ(~C=~T83q;DkJj*X++-CN1~o3Rwi6CW?Hz%fKh6KDA%NQ{L#)YN6~J?c!MBk~dO!B9ab0c&$Av#5#}sBD$Qj z&cAN9W>fMGxC9)1D>~oBdW`xEx3b8iQ?{89OS7sm^!ih?=6}}V(6^(tt=EpM?zB4_ zt1D21-EUke_5=D=&mKu`z9Z3OyS8hKNaH?os_xvm>0MU2tjDBya&1>&c>;kPY&b65 z3dYlA@p4_+O{kb9vbhxGBZ=zb|0T}A5porywNRn4I59M-qTLL5=je1v;c5P z$9kUKm&AJKiYAKQVI9So5&4mo=s4r*IIf1v#zvE@$fyA?<3rna^FsBN{I z4KGrX>OB@4AQm_>1k!iYE$aE zwy6ctjzzY-F+rHXD!*EKh0-|f2^mwt#gU5rzIFp|L7M6{-9UJI;uM;d;>-41+aE4B zjW-g&bg1t2e-Sr}HA^ig>JnS3NOuNYWGe%M zjMDg{b^Tm6dj9}jOrM6T&EZY>BR3Lt_cdB8>pv0PYEwPZ{i&^|wbN`veBp3+IqkWz z`B!BR?l(so1dneZe-Eus4r7OVTcWn_l&TJ%xuM;Hc09`ZMb+&s#fdU~n?);fVqRk< zmn;7E194prf&H4A)$CdftlC>z!<;c_#N6;R-)=KqJZl)0q)4&fD1Z$2=~hfoh&M$N zta;8506$84+*%wE{?CiV`rNlV#I|!S)L|7ae5H_W9Y#K3Lg};1;w@&z6#d<#7Z(tK zPc1qO1^sKf7WVSEZz49&@p)m0_3c)2BfwMvo1p`f{eL=I*mqYv%(bN26taJ9rOnhj z9FU7dw+dojG8~SC5yo+v-@5a3yT1+U5Lzw3wt?gOEIU!aWFInuMsbdQwbd=Huq?}M z6mm<;?LaplemVSVzNw;V+Q~@o?F7O+nA>qux$A;Ge_9>ESmOLA8cV9^GsznN0LO*Q ziVhCU%zA!(YObFQZF3c@`r1Wt4zVMplEIlwgtiXs=V=G7F$LZK7L;A2fjmU<9goZFSl%DCQ>*A^;@L*%uP%})7d}vD1$gzr z{cE^u2&7~t-5rpSu2672GwD;LD7pR6+`S1IBR=#bHgoM7T1c}u% zk&*9=)--bYIxd}}%8HjdUb6+XhyeMQaVYrz0B9Wjb6v|t8xB+*r*J2oq<5y98&h@m zgKnN_z%nw7@ze1f(%23n=6h=k;dOEmVTZ(WyRiU{W9~h2e>$2_k87(wRH@hD>^cIN z=hC|wEG;Ju=37SFj^+hM3HA3r^rF%aE6Na{jGT~EV4la^(2zEH{FfHdIJBBb*7bZ( zz0i@kf^r+z8*yFMuccV)T4}Jo4sFW@!amcH)0&j&_GW*yHKZnD0N!I#+;ry|sR}B( zx{P3P?M~WQFRjdrKMHA98ZG9N2b{LoXEJ7An>=(qx>Gct32C|kyEaBh#nfUa4=(;a zkFPbbu%k@UG7`w2>ZK^h*$zkehXweXyEdX^SLCYkm*WwafOqzc(Inj3Eg&(Sg&7-cW-l=07(T9M;j!S9omo&S_Z%%zbCV znr^voX&v917STMoJh?D-;0}FyRZIT>3Rzz0Ho8gk*3QkhC=#8-{d@H_(jwwLnJa^i znX06D=<^tKsX7Hr_-_i9E3E>_V0PAV}FzFW^sfxqOtH@J z`O%CqAo34!UBQw#tu9T&6i}PxW^NP#&*h3OpkGsgG3%E8KhdnGeLZd?wjw_v4#kLu z;~t=AA6n+|qetOO+gq!4Ul7N2wk)d&I^&OQXYn=YS_ZFm;yde$==AG&^w`0QE2kg6 zlj-O`#**V#`)`Y*)AWrx+U{##n(p#c;vZl@&S=yOZyRb6w}mWp+sTw_kohuAZcofI zy-jrYR{C#@v^qipvNo-FcHU5f$P`trE7-9R;S?x9vd2Nk0?YpOLH>a$ViY5#~rhd zD=x$PPEUwat>Lj-h^&C0%0sux#~Vke;C(Bu)^9Z{9W;G{$!~7*0f@FfUgRG5HO%SW zCe=UTAzNKfK(@A!z|&149nz#gXC(R_I?yt;uD_%YiBswee-GItv=OYJ{H5>)DsLZZ zwkxSRPU&FNm(J zwBHX{>P>ANZzQgxdn+$|{b`G-Tg7);ZRd&nKdW9yE_4~Akvzr8KypVvjwA`DK$w)K(R8rb#l<7QSF`j{}_mePF@n-{y<#j8oZF9xCSCytosMxNUvRm0@R~ZK+=Z*mVDwXz`sag16 zNz-m%lF|PFwn(<#;IwhD`Eiao$)dHBi&7Mw3>~T?AE|sV0 z{wmY&jOnJse1Rf|?`J$J{cs22MuDm5cK0^2{mY1?*Z>$o=e`MNNdXEwt?Lm*rVTDB^mmZj2{VC?3wje(+e}+OhV85gC2NbgQr(Gf zm1Ez)1E?HR&{jLsui3|}>AF;GEPs%XxHL$W{v)#xl;w zqJisNPxeK=ljBbgL8ip9G?t9)a&aSVKR48h*zvjxjW*LxSljJacX6$=0s_Y%{vv%j zpe$-=-XpNrnr|u_h;A+ZSzwtk>yg3wRND5tZ=h)_b#NqQck;)Uxj7>|_8kpz-W=8@ zxA74dF-bPLe{|7bq=RUMP;gTnMQQv@X8!<$Y5-RSuMlK$j=WMCrQxp>SnF34S|^_k z(#BZDGojo|${*9&iRs9Jd4+grAdJwoEZt&>|e=)hGc zp7}U6ho)FvYMK>|)sBmEE~2-dclMBxaB$fwd-SKESoNjVEiSbin+RoBy0!q!fFF<% z!Kn28ZpTxz`&F#!_TiaKglzz?T<4}MgR$`Ln|I@%5?fCc<|}0q#zd?Nk}`5fUVBy~ z5JhS5#!KkKdAHZ1-r<$b3}LbW9R^Q-&X$2=*Py?&yWRGCsHIhG7Ky_EeGV!~T}IR; zw!TLLt#Ljc(k`t0ST8NKDYTt6?EI;fq*hjtV{38T*Ga8Uug1`SV%piy!SjC5_`&Uu z){CIAtO$$dX2@g5wLD6g2a*qZ!n(NeB51bq+u7MZtQ-9z7JrdfpSpAOrCW~^{{X^0 zERSPib!C$gz>*&m8V$CVs@31S+M^6XSGePPvTgvq5j6PvABtlmp3vM zD%t2gsL*ht)Objw4g*;&hY@#5|`d;~cD6ZNP( z&l8ObCx+6<>br`~3rX^0rw2cK7^6TsJU5WIDkR{NMnwyOIRy5|KDC8v{wHq^-W#hs zHPs_HwnURLxZ{>N>(-4X-%29&e_C&=)x&C2YesB&jY0z2-(-m9P2!7fNdEw3X||U(VF6Z_U9MR5<23XOGoxa-P(D)K2fYl%04>7fp!KXRT7MG3 zC97$Ab*08onMAVf*xrMlX}9utllul?2TOQT;+eWzN*s3`vcM~NlM$;a^= z@y!|rrsF$*2mym(zxvc9qvl=M+Huyo{T^QvT)fGwY4%pp?JW_8UB#GoJn$+V5?>U5 zXew&jZI!jDQq1v7y@Bn4npZ=!IySf|a1@m&#|zJTXPOMC0pYWi^u=?KP2#hxeVO#j zB-57U?wMuz%y~E?5D1I>&d5}wK{l#nCCna3Hnma z6pn{$?FtW0_0MY8J}0-iRMGV7ON)J(-#pt`H>X~eF0XmwXkfB^H%zv;mE+CIJeU!_ z2Lql*S~`ZNx+@6d3_JJDp>O~Q@;$&KL_-^CEy2SQlQ2Pta8tVZ0 zp~=t62Q=RZ>0TVWyO#S*H)ZYIsacq)B!ksYUMf$AchEfg-MlWW&vs{w1v^ZA0UzN< zfDigdh#kPs+t>s7(f(sOdxh{4%*v-y8(4y>gs3^^6jsf)o#P!A7q_*t(&mNcl2!9i zI}OJ@c%rJ$pj~%8Seoa&PU1AMb~pllPvKnw{c97%c9LD%M6tT7DPlA0jw&i_IPQ6L zw@mX-vgYbFRgkXCfLIT@KMrbmW4XS*x6`dJHZtK&rS5d-bdL8fLo)SfFcH zh88kLr>SkY{YfIAi$>Ngln!yN-|LtmFvOaQ^^BV8E9@Tz00V?;$m#H1+*P^G}lDV3!T##_#|E!QF=a z1y{M%?qs@|#muV`nHB(m0hNpspI%L9YkF*#dhLNonW0$RPQ$0&`F~o=O&azs7RPiF zd8KX|P)8uJz^PKut7=*rz2tJZiC*gIq>W&RzR-VnxsGbYzAuH~Y0NK$Xm*X*$#aAG z9MuV6xU;^B{8`*eu*;t*7c9WU7a)CV7SQiazMmW0wm!_yC<7o!xhg+1Pnby^U9O<_ z*4NjO84+z6(Mu3j%8cjfRBZK~LM<7!d)-pn>LCzzwt_IOxjp$O^s5>?R~Ehuk~w1{ z;#eKs0OY%5;;S7d+Rwoo;?v`b`beVlc1MSAm=l^cP20#8sb9>3{{UaruJ5$pvuV17 z5W2L?r5ALnIu5)F-_o`8*C&n}RFO8ovdGLv5R-tX-->1Q&la<1e6dL+P}s^_YUiE^ zAB|=BF(=Y*E}*%Avv{j?t`p@_-BUi*QGFPm*E&5%#5!J(=@zG`M{P4M;H*z0){^U8 z(`@YFn)gwP2yRB`oP+ZZQC7amr|Rs|U06dSFUy&u1moK^Vr?@{xQaEN(g~uBZAEkh zDE6tlD?>GPyCl;80JNJ@gxRxgNtoeJYMR$t)2=P%yn|4VSRh~CxNNF@YSg+`n3`rWU17p^m-lDQ9SZg|Vr$3da>QK(erJYf- zK=q}MUefNa#jUofZzaPv)rlXHM_RXUrRiE@G?rFY@JP#sF`xvGN~H#oqFLRg>>6w_ zTmzMnQv@1m>#$ovF17tG-tldw)ZmKXHqR)(IrOLB>oyh+A-dFU;FAD_cf%1*eG5gr zyf<&A+sQt6nF{lf-|J7*G#w*To6o9AOY>iTq+-)mdwKE$Mko6Pxh>7QDGbzL@FIWA(ofvuuAl0hfRzJQvt zz8uk)PiqCTfZ3PcVg4Q7wHoL;EvBC}j8-r$ysf%Og7D|IXm7|8?m#um3DnOW^}E9f z{p5)M04nFy)J?2uw=l_f1@*hz!bh1Xf0YltO>d#-@LEl6Z>L1D&&-iyhWgSE4`}dN zOJyB|DQ__bSU};3=|g@&VzAcq-?FvZ>K5&8ueZ((z$dY&?seTQAdc=`Lfv4Iu@t6G z7>>BB3*pTeS$&7>F#VaF$kAZnx2-l`59qSlC9IYf?Qa47+(mv>J@G?fVxFOXmReM| z`QEX|xDW3W_ebJLt_5xH8^e;zb9Hg{i+xQ&#Ds1vS0MWe^c`nOO-D=?F-~np<#d%- zAvT^cI#&THn@!LzmUp|nmTgmTA~H@RVY$B=QEQq109{Z$jhkU={yM*r?tFwhNrvLFC)|?vazy;Xkw3fjfOh)t$jaV(^E=aLR3fy{m}wGK_A1#QoXbj z+{%*r&-)ial_OXZ-s=*o{{RUX$*zmUdi9>Kq}tf&PxhHEF4anaS9acUPPEqiKKAiQ z(8TdgHHQx zUmNLD#cK_twZ+WvmN6p#0IS-$A-@q_C)#2O)D$BGo`>sI?ezUB*72?_^!r%u8GdON zFbM{hy7`8dUPqe^N?lT22KMh!5?sEc^4K5&Ez}?G`kLDC)wkNTe-;>{R=IiRMRKEm z-RKQ<(Pi0a( zJIg!Y4|qdOv?(T_mugxdxn#llvt2iW6;7+-QdcAUME)FB{l1r@S>84EwS~NQE)MCD zIsX9bRm(`U`&N~$po$ii_sGb&-rlF)ns0yWptL;0T(iEs@kfeY#(AQWC{@}xPCV4( za-YJx?*_eu-V(5FHYG?_J*F+$!;icVuQjI)uAG-MT}1>U;&t0BpnTE~LVMFJ?Cf;V z&{#zktZZ^)LGqUFezcX+;C}S$5+3@P3D+4e4p<1=}V}1L+$$0YDZbr zB2w!9L~Z-OmmFg~4lAOG)63W&a~u!}=|VdEzc@JWo+wuXp4U7gb-hFFLs!1C%xa!o z2jv*=^{MrL3AU(~>YB~%qQMA@Y$qG>{70U(yk~^~4Jzf1IX&n%DY;Ov%MLlGXJK5# zz3{ob(QIrY)$c97$}#6eaPpjE=H{6r`4Rol02u?G_0oxkcJCM+>E2>> z+&DatX=*#1_POD^-BRSwZQ={vJrXd2D0*kttx2nBH`<(bsc)}c*q9Szv|VO69G-ov zb)<})tm7bk+|j%Pox`>{qfjs|d_SmMXcn4uI{nmB!26`T3-ii3;PdbLQ{d1w7`!t! zmUX+SE+mt3-x2%B#&dzs`OR*YO#R`&&NEKjxF0too+x(_&*`2YzOvHq?dR97Zlt*z zVVXhnKz&!AUTHLK2T;bD?gXv3AT<7&Y3sSwXvVtEFU0X{6Y?5f#=9u7e zdF#b2x(=x?hT+pA*REr{N6TJ?`Q3T>Pd@d!T@-Z$_2krPG0!q77|1!I%y%(u^i4_) z2I|T6%ZYBC@|Uc?JVTBE&$0aI(zFdq!W+f7*Y0l&@$8A@U-d1|%qw&7KN;xLsJm(ELBCX?ma9uXX#2=tNAuRHFkY9Opf%D?beCcG{xeP2xMdi*$1T z0AwQyz~_#>_0kfK3NaYQ2t7Xg}j0(^?U z-0RY)c$U*tm&8^Q+G!1_>GsNJ@*`k@rp^Z9djZ?tyA_doZUlqRHCFci-%Pch_UdJd zC{(+V=sSISVv8`j$NW9Id9Jmh_U#lebY^KChsgf`+&`~0&jGw5=U#S^Gxp-@3G6eH zDcWYIq3Rk2wLPYhedRoZ?G|9>Sy=P(;PKa`Kf%^M8`Q35z0)+Q?QX2x!bI|uf>)k1 z_;W{59R95xo`Gd;t!N$~o>?cl{{T=V7?3f^`F_5mxUR>?Mo9b2zzBEOeTyt%qJOzOEM zNWfF|9Ms+;)qFoLt7{bY7kahSaEXyE^2r*WLlK-FJ-Sy(qw5x$&YK9AW(X(Uj5kWQd( zKs$aES+Kp11lbKg!!~;KGs7jM_ku~ZqUT^>PTX^of!8(CYt|ZkjjU@{J|UXY{y5aj zZybSe!A1~{q|u{8;ay9_rWDXFEiWS;cv<*EgZwA$4qfj_&V=JxY6BoTV}S7DK^avoH%dxy=m$#4xu|R zA1Ul9voT1{56m;brDhvRCm!I_9FZFUI*zmf1dsECS7J!yV~=|B+ifR9V=aO4oBfVy zNs`eUXk(uF{J$#o0~TT%ORFg5!REX{JgIy)a|D`fgEyIdN6N~=x#yA3;ZHz4D^>86 zch@?6ntjZgY_?E{;CPpD3J*i-I{tMWJ{C6`WxR9h^UW+8kJ}z;qve=zR~g`OSeovs zZ7#W|>CLL$!KBAvvYD-S7nqTSCmi$@RrOt5_+LobJilp&RcmySvOLj`l(%v@pbp;e zNEf~!(={V>M3w=w7+xG7ddAkgHKoC4tK8}uuaO<~%1$KPfeV6h_0DTH>c>~M@dk;d z-D`IZEy$UqxI%M-{>kIi3aW3fY&4wg(jX! zbvM>7F66qjYjR#8_Xxlv+olC*pAXx|;mG_oJ;aR%mF1ayzH^-C^Q>Eub+7oQ*Gl_U z&8>~Kib*%w+haSB59QPHs`~V@>33Q_fv9S?UuF5^xVnJ1n(79xd;wuHWmgV7e-rD09^Gv66M%;jN&lRDm_^EX3`7DNss9gy5;#ecfHhcaQgIkoXd>?aZs>72{4sZ^5t*N#5kHfKQE2ZBSci3&b zzuqq=l07*6X>IlAxbXePrutR%M%}P2oqu@!IZ^4)=|{|BFNS=N6HlyL>Qh7ZkQU z{z7;e&!;qe!&9n4hvpoPl;Bh`=RM7H8o!Evu`lJaT@O>b2mvy{nM0A-)Y`_p+A+5& zq+Z>b;@_KO-Lt0+??!^u-DxA_1_bAUNRpv#q0p1i1I=LG>&a=RSn4B2znQMOLlS04 zhChgQplieX0kwmpUltPiM%1tGk3V}JoYA0JoeMI8H*GzJO${oJtP>-QpVqK+?+`Ad zrr&A@Nxp>I4EYl#9$qu@3TBJ0N8$^ane=<>NiCt=uX3ArgZv}Z(V%K?heciBs0SEt zQBtu`G8ucElU&}5;)T|A6|#L7QL`Hf4{;XMbT80q_VU_pBXX#4DpkXENy**I#Il ze%KQxE(Z9NW46=uQD z0P$EuU54{QxYeZ5uh;DE6YR|%C43Rek4|XQwaE2*JIl}Pok9a@yNb-1c{nHJ9r{of zXG4|SyKuo7r!x$0!94nAxy=v6k!$yoTeg*dW@C%Y&B|>DoM3y@T4#%wQPiTbT^mxj z-bnLiiwH65e+mOrqF2c!hbJU^P|kdY8w(IKfn3Y@v&hxXm^6J#OiW_)#DBXdINhI0 zHE$PxWNHm%{gJ6$qJ=FyFy%S-_NSm~bs&@Su-e`I{{R|cWgHCc?ni3D*1S;`k9QPp zrD_*`WI@B*N4NlcA9^)U6aN5b*;(B_m#ECQX}x2LEWCKZ!w%hPBnIi~6_>Cse?zI%sucKRO3jLkX318hu z<4-_$H%luv!S}PrU};udFadD9k}Cs9@gMf27X)dS_NLY|AoJtFli7XhJsZUBt!fEu zG>iL2Ffre89@WVA^`k(s(ky_I3j6Xp3P*O>qdFj zgN&bUI?;RL#JAO?uo`ZqA&yZWpB!JiIU}6K7~(U(C0Qa{hH&#TW8l$!DP3N#seXsA;5j+vP#ki9V;L z8VgdMonvpLcz;%XJ70tMvl)Kb5~)}@$WzZeR9+a+p5EqZtvpE`<(%>}T}2dQ4#aRt z?0L;Y;Eg)UYkg|QXrq$UUl`17f(nioBh!wxH^a!*DRsDFRYgrejjA|N&Ii(tpD~$- zM=(T|(fH~yZxJFiGT^5?j}tW{+h?7FS=~joSnqWhI2}Fn+M6$o?CszVAh|O>vQ)JB`b299U%ywvw zJ#alp$l|s1-Chl5%guo#0bgq@skMRk6~kYIxHl2Qx#U-t;kY~_1=@M_{*}{Pvs>x< z^~r6fCnPW(4!{NtHrFd)lf8#nYxcJdG?PTpEHnL`TRXQC_kNXrT~-+MyPMl{=S6N? zcdweFT?lia%J`qiHVY1c0IcQQ@0 z?CdP#@3~X|0Iq74wiCYS>|u~5(pYoQ6H&Cpd58}=<2@@UR`5-hw>sQjPj<3}+xwYz zj1OvESHbq0#8#0_HPmt1jjQELg5O%3m1Ag1%z>i;h#d1!9q^d&R2E~n6Is9ThTA@f zx>wq6))jK$)>0gwb5Uvj35w3j=F9DuEd=??Je!<-4LhwxXJcH-jVyqln2dwzigHdu z0?4F}pGwNnd>ICXb8#$Jmvfm@W+sy%N4LFJv+x`i8kBdj>UZu@iwNFasrEk9(^m$W z(ZKR=%i%|Ccc|{44TcWfa2Bv7@GN&4snlfEwFG99%<|GtlylSRQtSQ^ZEF7j?O)n= zwx?iSkiHiK)83}*LDMWKeX&EErz3aYveA{$oMbr zY737B8;uezIrVF`^4uRa8|H7Rs^&toHbha#hX8^`Kn9i|LdZF8I3#mek$5p;(Hl)V zwe}hJiTux>>GY+w@R+mF?=M@!XISN?=VIT(;kMa!{D^H({8l!sNTpf9Z8v_`O_VN^rdt=8xuKc z4l}ra6+}&1L1t**&ke1N*AxE$sfIGeN$ZY-^Tlxqtn1V0wzscvkw|p|49Vq;l_UjG z>5glx@fMAFd7;B=r}=F%N{14*6~dh0{zABT?+iX2AKG)<#Uz@>@wECs&VGQ=7OuhG z-`8V)3!O?|5bAPCc^g>U21K>T&$tYO^sZrbEBlEeN$=I;U_)&f&T@bH--T<(Ese*E zZ>}_>C)x$9#^{`!u=}U+?Of%Vg{OoknDGPqvR8t+$o~Mxw@|uz4V4ynt-Mus^U8>V z-Evst(yLfb_WDSbAdJa(dVb8)50yXK#a+H_CQlHhwbiGaESM%z+ha z=a~N0=K!U?@fqV8{*~w!wsKr}ZrKEzBx_Xi-ydt~BXNsu47M z_O?MChZ(KwPZntr_-@xyiaD0t$}PlW8<3s`eW`0}KOoZgLv+0hSFjgC^IB`8G3*r#c_FNiF@)g=1ZypiJD2z4P*^Y^KmhmW+4KUAL1Yiq`67%RHRk@fm>T|J(o zWqo4})x4=BQh-qAhs|q-n;ia;q-*v!Z7!p%{k9_+UngeXPeb@rI&OjD81+SyP}W7o zpxyhS9y6Ywm0H!jb){)~l$K2m&CIcXt}w^AMfE-FqtmbLwL5t3?VK3pP|8Tb$I^t} z;Ow+Hi%k#2*80-Tajm4*D&&}UV=LKuQqQA!rL~5TYjGx?W)0-|VM1ezN)M>?rFJ_Urm>`WmT4{I({*TVc15;A@#MRD^f;#9*m#<2YbdNW z8)$BjV&+1eNO9D0$9n71B>|M@B;@4N{Iq8wzdX}TipbZi;^|k}ks|>R`|GY%u7#woE(@lku#a-$CF_Tj*YkOt=o+KM$c>Zmj$4<1{+g};nUzsc= zv$wTU0;I?{XSqFVwlVyrS-HnrYX*#DVa9pM=|XJ;t@9);S%w*(_z35D1li%~A>@1E~ zMzrxlMR@wV*~uY~7Qz9HKdXCmsI*ADV3+Ovw)SsoBFI~H0k`(9$w1Esr(Bw0`^S!l zBQ#xwk;dt9_}WcYHq=dm*zaQ^p!xRp$G=LNSbS)8SsE78#etXotu)wK9FDgai`!IY(M^ij>=^TgUp?vi-LHyBw>lHrNAiCE0M6=P)MvGI zKpX+njxkO6XXPiellwE5XG(u+Zc*dv6%7qQBb)!|X#lmI3o;x8YEv z9yA)%a!>XjvH6%G2hL;9^RCyTh5+vLJkmcake@N>lhT#gSsZQb9yE_uf9&ID_9Eb+ zkY%xtoBGuH;&`Opq0vR3*@Rq+kG;RY;ay_w=v$TGoKt1Tme^g*j+yID>@1ASDDF+9 zCgoI3uo-dFcYIeN<13Z^*RZg?OM|CJi>dsmi}{#8DqwcV&3XVKMmy)9YGjkeZ4{Hs zCfHF+v2K74w3}e8dH(>z>zF6H)+2~Xx$ex$L}XzP1D?m)pWsNO6YK1yf_=E|8T8LJ zV@r=ggTorU_8R@fcCydr&v=Wqq9+_L6#oDUXu4szmhVZ|@2??J!f2QUNg0sgN-{9YNpy0Tec!xwiXOBUc|RSYsmp*Y2L z`c8?V4-u`qYj;|$?w+5zf>D%!4}OP(>s7T64rp3+=+f?WySrE~WD*TJGnJF(si~z;%OuVakr*(^{#uvdR~ojsV(N8;(NR2w^maNzo;W59>emX z0UfLiJ}h4-3_!94#t9%`Q~YhcF1$K}CO@}ur1j-$y_TJ!&94D%<148(Gl<#u49SC? zySg0X6+en>^f%VL%}2!Z+R4006}o`J0tWHiEcE_9irARATw$aF-s)`mn?fI z{A#y@G)w(H3(M>1fV$LV6Eq}aVC3WL&q}4P>6$m$w5yFn#WxXoP?Un;kj*YmOXt_N zYhS_|U7e-8*P3>>aj8LbwRg(-2tmof?0&QX)FE6bJ&#XHbDTun;{ya5X)U{j$j(h9 znPq+f!te-Psyp7rLoUK{Z^((bfaCDWs{o@SBRpL>9MfCtjO4-SwLss`03 zB>Pv0TSupVVJz`o%ND%Xn1n2aM%?nv>Hh%MqQH+p)OPb)ZQRxwEtTJgYgv z%7AzD&VQ9lbENo-RI$@rQkKxq2Ba=sV>npi1Aq^6P1bd7UgyLXx(17L1UCZIO>uK7 zZU>Hlf1b6OH;lD8yfOlGiztOOOu0x z=sVU${{V$G32b~!iR7u&Zc!t-Zt(HWjeA z2P3aaj`KzF70J@?*5=*ys|I$Ex&7R#TOofAl@^Ds-96hqw!x!mwk!6g*bkW?OqEkn zY2GWT6?Zdw2GBwLk;J58Z6{6#ig!dKlLnO(w8yk)$Kah5^KC2RS~ut#o$D zQhx6nM^3d*Qq--q+Y^6vFOzQ{%IrsSa4No^;te9|#`6B!{Uo=x=63*(FO2drnwtTv z?I6xR=p1v3XPRVzoI5LS8@TIO_C6)iwTay<@0Mc}W!$JEV*1mx?-l4er0Zp4ev-`K z>|79E9eUHSjacV)Pc%4XJaN=hZJuY5%eFE>T#>-6Ch;zgv$mgWdmOi$%wi#scY1Wj zb5c#>eIm-{J4?&8x4Mf9BuoiqEzlfs+*7bz={o{gu_w8p=0W$EGLhek$kn_}G zZK&!I!7C>4q#wJVZ>1WKh;(f>3s=0qNFlmi@HPn&F9$!UrD2DvB{sIA@2mGaKE>zUjG@-MIGX_{8Qqw4qn0B6&66}Xub z%-R7NU&MRUup6U0@}!I$Hha(s2YyJ%IW>c6;#~t$)e_3vQb}%|m?S_RO7$P5BlxR9 zI+@ekQdGS2Jcfj;WIy+MV>DPbIx>5LeMV`Fcnr^+cRsa=srZ{i((lck_Ng7c$^~ae z&j5})cc*HeAj+g1HBdlWZ{Pehp?bI2WTX5>;8GH zD_;<3(&@K)m7buITiXD$&B+P%sq~$HN7f{m>DTLWZP#?WLHR-N)7q7Q)lzogoUeX* z)0F+}9DCL#m*PDSSGg9tZlfK|!BXNp5s*6erbXgi4*O911-`8l-8_ahg-Oog)O7Zu zz;ChsE_Y)YrtWTp>rU1DL8Iw+KV{T)B(<2R zV2_`>(>eSp*bVINZcgm?r37agIQrHl{pARy7ALj=1C6m4Ma57TizGpS_OMpq%yG0P9$v z@RN9cO;}j}0Bb^Syx%9u8P5Kg=}x`zCW&Q!)>nF@R`*GO(YABXOz}>^b7X=>K_}2t zk0X{RJ#$$auZVPgBH}A;OHhj1VxD4#&nw*VMxm}~`en7W*P4n!4btv~j(>PM@%f4@ z7c|UZv5<^5Fiv^L)|ZdrBo9nhRGQw7G-0U8sG`_N!BTL3QhH~N}EiVP>)hc zEa4?&o17=H{KXanUxiW-;0$K6H7^b5y2Qygqhz-Zi?9;RK3wM!z6_h1g?um(r+rPJmC8vH^Qu*I^%eSqS2ak@ZyXa4}z zMR9hg!}27jQ`R*rTcJFFtU$7r-NhAL&1rF2bv^K$)=slB#?bF&R3PM&iq$oXu3JTO zEHTX<4_OpLGXJd(>zK!cM|Q957MA&sqe9RFN4u>;8Q!B|Ix@9o?18bKNUi zN9D%8XUfC(%R5523$?Pny*`xjJTgL2qXs-+sa`SktV>@HU)y+vwFxz=iQqekv|;k|(0&x% zCqdOL^*JuCb(!uVkT4d^yeTJ+eW+F)nm5AROB=9)HslkO9FfqUrC5$gE^Ul*pm@mn zk=G#O*06M~16Q!rEfgu0hsS!{Qf zYj%qVY3-VQ#);x5)xOndu0<7@kRKq!lefC(6xT1_4Kt%#jIaaviNVKDtuNbS^BEYO z%i9%!tLa`Op7+ku^@wdP%79~dw-9@tl)BED;tP{%bgfbwa*4KcBzfN6y(qd1Go&{F z0q;S%Rb9^5^sF15Kg0(>hAVwa-}_M*d6xz+m4~pV*=hbG8ZFFMSN78CC9?#=Kaoec zrtPR}p|>s8(gCb41Sd2h+mE-YfS!r)A~e{<56)`PP*+U`B7Hmj-mg`R&eJb;yGQ+`1%2-e5cyiBmv&06r2oKyACy%E} zBWA(g#JSDx-4vrlIYyNIzOpvKk&7pWb2MlJoo za%-MCE|2ytI@IcSAH9{0tDx#nZ2MNcx<;F!wT<4bs@zEwQnSXhjp4~0=A51W@h;^% z8|WnP{{V|EEoE6P)Oqlc+!N30Dv3jhP ze;^ZEh$W6FwyJ~3ZhP@l>)spEW3|)ezrA~CY|6%x?cKcbfPWEFdo_O{+f4>&QAan7 z{7@wVNOA*%$i@z8&%=g4*fOrt$d^tc$8nzDjV;%J()Uojxf-S2yf=-$SmD48?V9N< zbcpop2(4`6@}h(QxaxgL_oSYd@~|_O@JvYBcChytCGO-~l6fEw$J>)#b*GgS5yxQ& zNaK$Yg&!kvz|COl-USy|bI)a|Tv(gG`1p!3lz(178s4(DT_;YrwK9LBTSu{8Mhlz_ z44Xr|mt4xCdoxqM9iB6rj@+jwl-hLvXAR1dp> zp8e}q8~9gMj?P(E?Uym{NI}UeI+5*K2^cLR?a1f=G}ZSOhDE-m;>Xq%CDCn@Pco3# z0&KR<%mppxr{aXyzRz!>TfU#>h5JdD=Gc0+E22-4HnHFj%B2NymgAl|sno3wXIa(! zOKGY38g_{l?WPwKG}}qfUMbqvsp1<8xTDhaIIp63_m^q5;r%Oi=I++U7Lw+8pou^w z-LMDeQ0cnPnXCsE7tma?96H9pc*DsFt-?E^S$Q!YG1u0^bUjeIpEmcnl=U3s_+x%=41rFAE+ zanN+6*a=WiLUJfgk3*K#_5E(cR%mTJJuU1zS8VAn&~w-Ft6J{8s_B!$EVLBmkYXB5%6I+&JV9sPyXK3 zU&E2=acB~?dV8*dGmDHMg82OQe1_6ZgKAKC|KtS4-4d z*2}|pT7)Wrgz>lvbJy~%xbwC#o(kZMbf>#E>>wu#k?BUEp@XY}aS2EdNPTxzjx`V^_7Z)>(%WALlL&tMkPB_$sq4{GoEk zjlbR_(vsuE8qKDp*5B}tUR}bHY!jvek;foHCvt*V%DsZGrxG`az6PkB+ z4GwQz*L6KJP!L$?H&^ShIhG^ACplh~kK!$B`$kPWLb{Q3^tw@Ter0gJTqB*C{_!~# z-O2aWaCY}Ntef2*O}b^cy3^sinNBk#V34D?J-g9&V9@41AIWO*>o!Nol0UXHh`3>} zbZmDOC&P(X$=0JB5q?H7^`y~!JE&+jdYra5I(uJSK4P4lq-mV(Z}6q?rh%?$7Z(ft zqo>Jfbnf#Aa?Tur0SC4T=|C7ZvrplKiFLmW+R0}n+ktYySMV7^{loq%o)gVUGdXC{{YInEoVrJThecI*$bjb zqiX^8Sad(79RsPy_-|CX@UvKHx`v$`5o!u#Ta=S?%J|RE{vEiiy*F6ZEq>YK33SMA zW0q4JO45AMCUJyc$Yj>_r-wB=tNS~hS5dUohMc=0w}r4z`{%V(e+X);44NA2Hmjve zH<(~2_p8ou2VS)91^)mLTdZCjZBEBYk5QiX5VFrO+)^O94UbWt)i!~swwK^7E=?-Z z<5kPDIFICHCnV&18i!cYyg^|LrkktVN2W;<#FqCTc`z_`k~*5)@ZOR%eHPlmS=hqt z#m5_qb>q{fK9qV3)aQItajE!&!VNjnE^SOVL8pPaXFxvp9l5GDvgz8Njx1A2x02e~ z>>ewfv24I9M^915J}vxNCP=E4GhynQR4&~ynbEU)e)zlP^ry+#c< zU_yETI^#GrwH}r^%|}nMYwah)It*(q#iagq)z||lGn_FVnEq7VM&b0o5crOGETh$+ zop#(l%>A9)pwIYwRh=`#{v*;~?7D8Trk%%hs)!lcy8Oo(s~4Ikt)<;+14+HHNOeQH zSS~TW7>pghy-fgH(=4rH@J)@yy__1|&7>?K-O+=$%rWimGsQ>n<={;xP!YDw z%jQocT>6X+VUct#ta zu^BZ3sr|NFbssn#hCi71t^H%hBT3cL)okW@O`^-TBl8zO!H?@nFO4pXy|$mENq059 zxVXCACes#q+BoVd*@eu{v+A0Uh&Am&^qK6<)|z95B;=ETF~@&uyezK=!gR4)S2w8u z1`WSBA^H(lE<9w5K9;st5?+64z-5PHe8GnsarNs}XYst_!*`d_*t9qH(|Hm`<9bBh za@`I(kF6GAb2m=YFLc|Pts}IZ^u1EWRm!Q`4COF$>CS&TheU|!!p~2;@Ow|F!#GyD zDe`RH_xE~^)!gVhgX-F3cap&+t2o-xNVqx2EC-?OTm{y*t+uIsa|WjIU8bV8k?Dal z8Z)1p9-MWhV7ckjq*B08+pOySV{i(eLyC?oYdF$KlF}H`L75RyVY_lW(#FIraWMIZ zR?Y=*J`?dZ^LUo}%KqX>Qs7K2i=VpaPXq9$WGzneJ4;9&Lk)}(@q)=1UBmDlDIu`1 zh%E8gTSWaqNWjM&^VYc?AH=$k{35!1jRnr7eRFW}B8I^@C+{A^j8&22M^6vx*H;>A z#doL5u+M7G{7uZgWmFx_(=SSJ2^uU&aCdhP79hA=aM`$PaCZn0+=IJ2!QI)w#@*c| zFReSX4wcgEF@hL?z7U?)JZyXZ_u#`@c}f`JtHm)B@c?XuQQo*+MPCI4$#cDB6Nc zy4HfSO>{pq>FK7F*JIW2EUfMsR84DSEnvip$tmz5-653RZpQFUax%EMFT=I|F^?uV z5&0gm*EgyeU*>OjijP0Zw8X$%Xj2H?9CIkPFWgzW@-<8dC`MjueUnW~cl<~g0Tb;! z$5|2PW;0+0vL}i_&BSEPIl<-aK@&o+*3tDw5s+d5S-~>mS<>OFMjw2{3Gm%6y?rSU z#-#@7QiZQi?fVcX1#Dl= zXTnGOk<{$Rs`Z}X?bbD>^Ui`~C}Txh;_%772j%|a3Q5wbY}b*vcUZ>64_$rU!LMky z$2@8Vr}HuyR=knX4$2sfO6`)heu~Vj4&cj!5|R- zE=Y!3?!<}77r&IYf)?LFE5}FPP@bL@GqbQD^u(PO*Ya7{`)2p)tuc!v!e!~At7oyj zSU|~`qlWJzvM&C6F?`th#kL>mzH5OObZhcr&Lv!f2 z4o*in-sc@i@La>A#fPHgvhl*^p9!eHJDpF|?C(y5uq>05+6QkL^Nbmnh_wPT-<<%9 zA`w6siA^5Ok|=i1Veu4rkqaU;gx2CwJf@MNqnodD3Pv{9xRVdzA9D1bujCwyAqErs z`pdr^Mp-Kvjbeou*kAh7%__E+8)t{UflpDkVb*#_$wD-3=*ooTOvi8IsDe;1sIf>NaIEuMv z+BJ`1@-1_}y5)ASziq3Gs^y8e(@S|y5jkt#PN>Xj)az!*f@L0XjIjeN_yf^NXN*=8 zY-|P!bfN@Y8|`$+@R!ziO(5YFHdr4i0@o3@(;P`-S#gG1h^=BcwTH3;6&@j!B%^VS z5+4RI6S1p;#dJS2P=M8z)i$5w0HfZUr2s9 z9YPl(u)JeQPBWguIl{}_1nAHD{UM@#mxsll;KLQ?}At zdzJGdXX23?9tYq zD$r;@NN~PWv0Q7)EaMf?;S=8$iU|fYysHO7C9KBd503xgSB1|qK`qy%%4(A!qm~JT zDqf8ZO@BZnDoNIFiYcq&f50y#&PG4!uf9n1+#N3f$J!T85OqP<3d$gs&Tm zwhqZZgFiKHxy;{LHo`41pW0z@AcB0*I8Jmf+kO`pb&i)*MAaWSAi)%TS5Mv6x3qkg zkj2opry*ys91KjE$Q45JJ&?`KPJAL|@lXk2SNT31z%M~KV_TSo|Vy$)@0Rj16##Pvx{ayW!u9? z)xtD_LyDq>9)I)hNK%ul;Sb!H-=i})j+o(tVY{w*fVS4f@GvohJ(08CMMO|N1eW19 zRkQ1$fJ#OkGwoEEa#M>ZltYmkOvl-Yysrv);k@I>ZO9I%$Vpf^J4m>3q(OA>W9|)= zh)eC@D$(xqb_F9+vE_4cjp%iE+J`5bjT3Z)PPxV^29Qaaf)qpoNn7m0!RXMHaeDe- z7EOAoCt<@^ig>ya4WV~cx)P0_!Dr0B%*@r9;7>$x6_e)k0x{bu?l=F z(3ji$EFj_NgyYkkxuxe$vmQa2++Vd8lPCDyIIzdmrvRLDAeD$Qo_qDX$}BA6FI27Z z53Qw{-*SHmcS&y9kPk@+W)>*B@!mQ^vvu^{-TgRGUL3+#gtuKDVwXWuWuR3(9#k* zFPp>aYt;^_>Zx+U)WhTTh}?A$vNHWq{f@`$z6vD0&{%$WZm2XvS#O!dn&*@Dm0#7R z(onCX3->uT6pVqxXki6pV=Jrc45^H*q}ER}^0&&d4sKfDJAi@dbarbSY-BEMiracp zSpdulI`Ywe-Z+{n;6`00trdue+xGrC&$g=%O!lu3b8vfTDY29M$0ZY3wF*txOxG$+ zEwC#S_m%Ka{*+%A>-Y@Ow`Y}&6R+g1Bnyu=s{ZkF(3c zOk?t$;10Oe<1S+*=9Bjkr@+sBi2!qadq2M->V&FeJaDs$p5+6sEp!r*6VX%gwCY@o zewN&@za33=_m|28dRoRM%3EM7gX9(5Tag#jxeG%S{ypwZp`fW-87}{yyTRIf>S^Y@ zP-%g4bDNNdJSuOvTLBg!8Dn6xQejKn*h`O>+k}&Cm9<=DhU7F00SrxworF)z+rw;@ zZ`Cm-sM|P9thJ>{Q~l*j^C-vs8@9Fp@)-q@sz;d4&@nL_m|NHPC&toadU<`eJxzog#`KCv7=;CjkR4`Ec@7Eq7WRXJpLtn zF)6`8cf+0A6;eIF1PYc6PqqdAsiV@ewbyR5yRuyVPoqE{ORer_@D$8dQBhcFtD{Ga zog0+~tM*SfDAUDkc|n1aWvhhRc^$fQ$`@fYVW%gmxWyvF1ulK*7tB=cCViGO9tOLE z@8Sasv3~D0%(E!5ED3aaUuIl=Scu*wN*_f68=ysPmpYB8BXCy#kyVZk*MYXfwT@`S63Ar9f@kEtjTyk`8(fkm*=+qAgu%O zcCZkR>~rXG7@?zNJ23pZ8a4})F^&GRVZF^UoufEdS8!SN3#`G~SE5_dw5%gED~+3>I@b3Z@JMGq-?ffITbb12rm9lJ1@nr`Ajr3HQG3 z+r#Yx0asFfGhM8IJP#O8Bz?oVVjJ_zWmKKPl0_6<9k9=Nf^6?bwm`Bn9Ra~7RB`t!J^h!4}brp@crJa?n;*QFeD z#$NYx3RXSbc67Q^`vw(6RCHl+v5mRTnQAj?%~P*Xidf^RI9QYf*tk z1FA*L2G%mY0wrqOH23&GYN{*h* z%W78oYlgKaxyhj7J3h6RN%S|TyTxsTGK`@0P({VCBao|BuUb353Z$R7WFc=)4MLg< zD2;5+DPl;;0%+_6+y)tP>=6Lw>>>|z(W2_;e32~2!{A&{U_wK zXvORsV*l3n`>hQTom)9ut+71GQce$5C?Eus=t@$6o{7~b(#!SQGU2pBu@cAzPX@|( zA8T{zl+d$FRiAu{*&GF)w`4Dzb`vw68y^fL_yV(Y)Qcs?hU;XiPFKP$5t~u)uqk%= z;Of`W8}D2rlY+~zNjskWX_*0Z3EPH922-_n}GuH zXXlHZEFrEBMX>EWAfEVvZvq_C#Oul2#XGhflHDMI#`c?dI(vHPu}OXch-I>EZ~`?C zlW~$L)a3!Sd}f1!Ta!I8W8)mhgFoQVAD1taiX)UQpAh=%`8aLD;L$ zqdgz#9aFRgtXnyc%o&p9AeC`h0r5MdH%HAZndrdCQ>fk?Yr=1dtQ&&_F8uHL=OY{# z_mfOL!Y^nN0=q+Sv)Sg(UDEE<@ZiBP5h&skFhi0T;3jCw$O7}dNl#)_2B|K)9_W~k zZ|{{IYQqXVdWZBttxP6Aq^&ddHZWCVy}qmcAsO)U3uj4(3{<_(cpqRI{0rOl;HpxF zJQQACp3VfY+gsPo78*4T!kEBV2c$FiJ3qU}-1;i2#VPo&`4+7u@brl9x*lAfD6M&FSg;=E{>fkqNjTz~p>6%8xTHw^27qbjmM(vb>K~$M#uGF?j3FLW&*k2Mb#K zI!rHKstV~zP~+^zuI+2h~-a_2fSb1-mMIBA5f$*s2IAkqn-b)%ItzQ`eb+sN9 z5*@=bm@ZXYk|Ch#VCMAYDFFu`h9*61z`cG|)_&^`Z-Q@WR@ElpDdO*YATru)8Y{wL zii{mJM9hG$emRg`Ti!YG)Dn{)W|{c0DX;(t;oyyGXY7HeSl>3wmBqdd=gslm#A6J@ z0qWvWEe8!EV0kyZ6NfSMy$|M56rV(=bPI$sg|20|0nB@+s8*)JnZ`56{jcJ_KV5vi zjOpqwTD8VdER?fLogHD#S~BKnh;O-=5GW6r1onB`Peu~k4PJlTZ}V*?VIKq{Juri& zeYEOVADxv0Cmr9Ppvi1B?;-4eeAZ;}Eq<)-51dk%zdbxl`9?Gff$#{_$6LbI26aQ|d-GZ+I{KDw= zoK=+v8?(*f8s)tqusbOwb-HQX21K+4R?Q0646NvihD9UY*L_ zV_k6)*azijsChyVtJc?%pmC|Zq8H*m9HrK4A3d9;q&K^xK!1ir53@lB1jRnR@;)z0 z=UX*FzDC#^q2Wsj8}A6jIlmsZ5M6}d>H2#2@JBy;q?ln*e&aM{BMUfsTwp<7dDOq7 z)98gfuPDoCYg-s2Y2X_pG=T~h?OZ|n+}fPFE}kjst578TXe|#%TIuSs&E8dO9+B4* zHifY>`OOg-)Y2;fIXWz>@8#B56lQ(23y-{%Q&3(!)z9sjDIrzpyfCfLUJDnWte&az z6@9rn=hI^g`*oXMDPg}6JtMQ&3QBH|xU48h$iyi|BEi|Z9-*G z3#4c^dx4{whC;ahb+rC&?k`lmE%;40$(e|pk22J_e32LbEGe!xYcmdg?a1L6-P4wn zeS{fj?Isx^8eR27vKK&2>MI0V2?#G_w?GP%oq{3SZ^7JV za#l&azvu&;OVWK?%{It=t`ipRzj|*fAd5J_7&UYe2qTzG$-M6ueo1Mn*Kr)4Jv#h z^uzuEIn__V`k{-%v;C5Egbz9A&`*fX&w+#YY$Jky=&N!?wiR|lmb3@~h2~EcXl65P zOn+VNyKywFI==GRk<3Vo$?5S4EwwZ2)POe-l|F0QW4LSNWGwW6rm= zXm`##)c4hhOa+gMifrR{CZ<$5nW0RH-Cg+n^T(zlH1d6ZX#-22b z$zpjwj4Bl7v_wRIIMXn}toZC{jbh<|5}i|o$|`@YRlUCWJDtdQTTXzXeI)UC8`_=H z=r;u2CeV+*l(s%e^vYt1z=|=rhEtIt@yo$SW3T;AFB#i4o$-}^wbwxoe0si<*kroK z@ZRCeK^|8^1m2@;0p$`)2lq>qIP6C!(#pn$R*YRYwwquA*@UoLP-UKz_l()Y<~#Xg z?CiE7vu?k7GlEEmfb&onss(i@kX>IJZHOQj&v$!%5XTmV_n<+@@s`$)_c0hRujHCKVw2D*4qU(sQAxDP~t9 z#9VaXdss<<^6F+I-8!M-2WL8f4S594!ecFC~8o3a=tPRP~Gx)ZqcR1o+z)keUpDh~x zj>z?)bk4=0YAIRwBP{}Sj2&|rlkGM!|3RM{#FQhYtEC>~Xc?6n0p^JBdlV(Ts~`~; zl8}{Qq|*MS_`Ys5(oHq%5m zQrMi{80oy;;dF(w&iRKoQn{b|b9oUlm0cTTuu-)cA3tjJ{616lvlbXkw8qm&#asq) zpHLSe!^wtDb*%6BE4bBa>lQkFX55M~oBD~%it`t09j1EcYv?*v)aeyOJbw4>kaXqA zr9c;M5>IPhRjI8bcwkP2%aKNMH}UuOa!)0gZEl2 zbWG()rBncc)AtFKn%-2l=rdvwdY@%Cva=NRVP02+tNoNb=VUO~ig(mPAo15(@aobS zg&|ax`2jpOO~6u4<+qi_fzaRwso&?h?U&aQUEHvJ%?@LM-!FuGCA}E$rvpAQ+O8>G zi0!eA`nGJBY&?3)E>K5qpD1dZ#c)G?{9$|2;4jLMJr8o2-nGjBH2cbtl(*4ZzVq*5 zaeJDss4B#~k7;RS>6?Gj!0XEK!zN04vByXw!V62b(5pH1QtnmAXZWNp2$yGymRP1Y zIuH(O?!;jvh_|m$Nj*v?Y>shT2RP-%K->LKoOuxeYQi`QHZPGa$?l@^miG~mzJAVu zsjwyXDBrtX9RlR9zKQ!jbfl92>4}$x))tRXhM1@+6?z#LHlh&85s1e3XVQ~zzMm=4 z$LDy&6Kw(eHBtqdx3Wh>c@9|_4ewk6d&v=I?kYcT7z}a9kG`X$)7vS&sl5LBY7)DA zn_Hg>p%5O269Cd0nDlx{byBq(_6cT-iN>(2}J88mTNN*8=4QzKvn-701%7xsd(9QEL1Xe|P3v>l97Et&D5P zf^p=gUWCu4PhUgrebKxiX8tjMVS4ho%AYc6v;ito4zw_m5EoCX*gZ&R%xC#*_q8Wy zNEGruZuRB_gMP=0{;hLE6h<5a^{T($^M1+kI{t#`!tF{Y{rQr#33@85yR{aD%UZzv z<~w~5;QcaPObp~_YiqM?(|efANFnP%xZp7(QB_M`;>jC$Bsg6fs5;gOzLYQ{p1FxE zrIgK<5m~$c<${ zZhHEKuKEgVYVRl(grf)Lh-?aSe|EK<%o+8`l)yckyRUZ%6>uD)$U(n<-{wcE67a25 zk`L}dk67fkR%Xsqu1AtMxQFbG#bK2;jZ~eH+I6`lF&PX~ewC6W zA-U1@LTmjoWTO`pm{qb6APGf&UhM;+^OiYM*P?1RL?H@^-havi=N3Tyd~W&Y2wgY%b{+tS*WfTP(+S`(t>p5GLa zZZq{XB3am~H7>*rEP@B=;*p-;(1a}WGcfLKm^Z%C_6XF^%|_Be!zl$P??hk8lH2d_ z3KvvjtGg zjU1{5_H~FllCIJ}Jf=!?P#{jnq+|~bx#TF4wgj4jARf=MXOJ!!s`YtBk~>tjB@n6S z!*8P8%&mEn13m0E>?5OJeYPd|xOD4&DVR6HH$jUv+mZC#iM1MSoQ$_**pSS6{V@?p zJ#^?1R-z(FM8yavzRQV;Q@tGJ2)@er_p5V7a3rn5G8@rFr0yHtlPXM#fgeGsx2GS| zL_eFs2(*q)VJ^*8CR&5CE>keLsITnUUDXQXw-?6F3qb;tlb_iHzujm!8@bc zO>mSZb46xi=Gn|wljWbvrl=bIF(sjl@v=Dvu$Asohq=G5jo81 zrg}yw8chi?P^bd~rE;^=m{=@PoAG={jJ#@XhwlgyNl!t2;df%Zs#06Jb%AqyJyoK! zHkpKYiaJgyg=eH3-$E>DI`@rQPeX&OnxOj2_5$*2^~I#yJ$Hv*lI2x zxGftzN?$clJ60xo_j+7sGCqw6~`3soLrPCG`4w)LXx6F4aZlgr8l`5K`W~J-V z20i}Fwexc4n)9GgZe8$ULmk*bqLC$_AS0?l2=u+Q%rARxkdvk48B!Us*g`ovTg(3; z_>G?k^9IT)MVP2_4p(<^@xm_IHp7P9cUqer-5@`bo{GAOK=$03N7=gT(m;*@bO}bgH>>pN3IR+pw}}XM6h$1MjbUjItv$+y>c`! zP8K`cJKBFJuRyRKmk1g2UNqYB%s%KNFuf6wWzc01s2wr(1sZsMhBeEbEM^A}p7}vlo=`^hqccRx5x?JTqIHkYOWd|p9u z-HUJhQ7>-$m~TH-d&b_LsUoDQ-qCzIPt$TS?JELJc89X0uqUYGv;kKi`Fy7j47RFR z9dJZB2NjYCW_bwS9zCh%PgkqHc{f>MWxw(lCf*DJNW&=;D@rbV0+8}eEnAWnS@IAF*?SE z_TVEl;@ft#+rjI81qgzAUd)NL0!nowB)?w%c6cD-aRUe==ajYxO6~`-&Uwx?e#FN1 zb}LdnS$5x}?*^|gDr=UheSH*)1bfqMv63b}2p9OKm!1HM>dkg-nG(3gm53D>YK>K` zDRK?5t?|E3-#>X4TY53w|FGBC(QWI(8mJZAdMmlPLGuETfX}LgGyE16`bBO&9hBvD z{l@lbir&6GDc0)_2QD?tl|kQFU_?;XR}h8eCwNjAF!*`h9?VA4d+x0=MqIoKl~awXkO$I_dVB$& zqZn>XiC-@VcP3*@xlHA!;}c^dqK6ATT<>i#0u}e{-iloMIW_x@|9B%Gx?yJ z@0B(`F|%QwKrGj?`B{Du)wxRFuwZDf>`M!x^FtU-dU4?)|F0|{=d9zlz}S+MobGUo z#wHL2m$qn%fk}My6h5G=I{f?mI%NmQufd*s1%9^mrPE6-y(_GA-FnIuv`yGft5wCc zqgS?x{{0r9chwyU{d7`4|JQ=jV^*%Jc2^_JFpxCzE(i2?yZlu3SyzS$28Bpex9wT2 z4_Fff&U`()Hv`zJ2gwiQV`8(1&k2_u8gkY8Opq^n>t}?^PTy5H=B|q7ZYyOxtnVlF z-S*|uh@RZdzI%irz@*dW$*$pUR}5L|NEKVbZR?*rX#TS71!B&>r##pvx-0P!DLB^A zD4bh6dC&FwHA3|uJ-M_FX-`KRN@H97?g?xo3vGqogC>!849zOl!FLGk3&r$`RTQ7(o^jkx>p<$bm z{Tnuv({0kf=6B(}U@S6A&JOFIwIif8@T{FkV$+SDC|{R2MPOp#NjRZqhG1#;xpul z^rM}^q#WSTI;7}Ty9qDs7f$$=kNOH|FU3WFBwmACE@4FFbWRp88S4b2!yQ^_1fc*a zrTy!7rQ+XZRAe(dQ)d?^Gb7u7i}uFWsK}h0q^zX>mIMV^)I1%`Sd@$`{`qh+vvVP3 z2TrQ6sF*q1yE>VeIRjNBJzS(!U5s4JfU>kI7b(}jHKbM9SV@5cs4XnaB4uyq0-Tm& zBjx?~tP~e1JI{Yg?4)dL|5Zy%(b(F|^_)pL|Eu{<_O1>3@E(sIsUz8QD2I{L>F6o-7ioET7HX ztW3;Qq{V?7s~H(P165RAoLo&@{?k{^q&&jH|F?eq=g$A#uToYvE@nN6q$zz3UX~ry*Q(7zDIW4+Ui><!l($)pP7S2 z=|Y0O!QnG~YbQc`^MpRx%Jtypsc9oY!_dg8siFO`oYdvXPSin!wi*33WE)GWVB7fF z2R@(Ch&>}Q+c~mp{fQSBx5*{j9lGJJmE)TNGb%CO&<2{?rMK zi6-LkL*;k*VYT!OYbTx)@ZZzQz7sL+Swf_MK5XU3>a_|m*MlU8lFb?7r$%xI)6dLc z4;A^fEKl;Mk$&N9*B4=`e-vSp#gQ~j#^sog!47TlZE^==!?kHgviZDEJTuzq-*_O6NrZ zs#nPIC+qqd2v)$V361V=6*ZauOjXw=Xi&GP`&Msu=z+y9I2q#>RkeYeJq39NV051KX_Gz zqIqIBTh;t`0mB`BZm#ng8dQXR8u3kQ6?wWdw7*S8HlE}6Ar4L(PjUfyX<0dVDPzGs z-9p$RJGun1&x49i#(qLHhqmm#g0QIMy(N-b@ck}!I2f3j>ByC1 ztIoaTOs0VJn=a?7HQCvSDJxGqda7xtoH>z*NF67d%I(>!miPDbDo29d@c#=c{{?m|s;oV={eJlv!lyqwHDJODr`7`ZrE{R3OfY@B?+iGSb=DD(2L{R4{s zK-m8oQaCwS|5r${RTHp-V?#XEye8Hw*7_LjHzbn`Be!Ot3$nc*|XIKxk*PH z^FN?&<$AiI3~`I9+xveAZ!${iRh!g#-z$2@BS%Q{P0hZN#`;iJ z2KgrRL<>dLrG9pyXT7spge%%BrbtG$wwa*ew*8~p$C#orp|bIHk_v_o`9DD_Th3*% z7EDAnHqk_J=qN9J@C`voU6#U^Bozm9ed%G*_96~aRpm{Y|+UlBLhVH5?c{N^Wps2n#uEmV_r8_i6BD{i}y5y(t# z7}Kt-t6!@cfkAT6@Unbnz+D3m-TL7pr+uJbXn(R=+W%S;OFTobju2Dm&F%VQ`iipG zDLLlJ@sbzXryA}hA8CJ0>+b79`PuT9Z4fo3&lv82O*5W1DrJwmd`)xQ@z1GH0!y#6 zRPg{I%D}rU?eF*WLWuMP-61=CMBRE{9$xl@-i?foMlZ3skgT389f}WQ}77&R}4)*_uC{lAH z8)tw=|Bq6OgO`<)_kU%w)2tVJb@k`JQzWc!CEeq%tYjZd#)IWK6~cp~$s);uIfXq)5*Rd+H^-54y+O^YIu1!IW+|K}sVJq7}SFzGh=T#wK&XjWBJ zRdxBk+~-SmJ?&?JCyAf_+N`yyADb=LnN?=tVZ9rQBU$XyP*t6SER%igQxy4A$W+|X zA;{}wW>zE>+Gw9fw60*YRAZ!!xG72{d|Drjjg9?!zheJ2x9=dwFBbXvZqZQp;?Mc_ zX+tGEmCZ0TV(YWh&pj=UJI0|n3>vF#u5y2UwnFg8eQ>c@!s|V6_7Rgh-93&=iwh0T z+b_Cqg+dnQjeV{L@F0tqf5DSzBlu-yWet1LBqGAR>{5FKo-0kZOi6w15pHLY0rATo z7<3sQLd1zp)LXOr)8%IS4ZF_fj*R6_@8*=7Og?AI%j>-{xR}$8?rvA-pV;M^)ouie zI?05$p_DJXNs3ZGPdg>XXo1YFQDS>iDnX-_R8}AN;In=2m%-j+?H>*I+zzM7P&3)h zzMSl{(s|t;=JAEeWbiqgOG?6-`dzGd=0w$h`yGf#A}u>DU$T16Ua~45`NtV2l z^L9%UVGrY*tgE4+F~o~5{Fs}BsL4P3JApzv8}#|X->k|Bw9(Z`AAr4Y<=dS<_H2-! z4BP$p&HJYy&7FZvJzqqjca=c26AG=LoT!Gj!cosdUe_p-X#^J~bJ*tuit2F0oQz+^ z7RV!RE7Zv=7mmAs$&z*Rd*hmP&5Ut2Iy`Se!%T)^OG~lARr(B98ESR}h?6-Y8KRI&^C$x@6gvTTzMm8#Jp8(rp`h3>?2^@!y?Pci&r6val#_cV7(>VkPF} z`2Bgli}*k@%4#~2NcDI-TO>!~b14RpxR7dRBaGy`$7+k?!otG!9gtgQ-smRgQ=Xj^H9WaaH(ps za)A`Fun+G-Iudz;69W?yF|R`|+Quc_pi9j`4H7rOATfnhbj=LwVFriAJl&dz&zv}ga2h0j^agn!ibU^0u3kMA87yi!d`|74bc9A{xfne+sNcSPf} zM2GGBPlEXRTB8_^H4a<7rdc+R2l>Zb`?16V*4Ea~_h$?fP*f@N5*(@VYq+9zcjs%m z^33Vy(H}XKzI2VE+M(dkRLVRfdL?PL;$UOTY*E0VUR73>koq8_kRAn}vM8kgD9ks* zSgg{QFwG9CSY&zd(vM=D(%fPTOE1!GZ}00M!ynhkPksM7Tx2jx6Xdec2=My{mp-*1j2 z(b!roS?V^~M3mKG8}7k}{X8^N9)oyosb^v4L;LyejV8lusD3{5CNrV`f}<9B9@;ex*Wq#&&C z>gw8>ER#oGSi#t3S5o+_t*zbAxUX(EFfec*fp1*!YO5SaETCbma}r}s%=*oL&G_BP zT90)kqP>OVdz9##7($*zCbq-QO;gue>Qd9J;jih-%gbAag0Ie%PR=cOKXf1M+D(Sg zihVl1eo0;lM*0wFGAKAY@y?gk#}COwrB`~4RB5wGbaSW5u-lGeNwJTXM}Q7_an;E_ z@rg*#gEhA@FiXIl+vCT|dZ+iyTILf&aD)BECzB7T2_LPDW(#Er{t*Nk-dnuK#_>j| z?+aEh4~7#c*lYlXI9#eNfbCT}Y}si&$etT^b#=x1c@0lLL{XttyA5ds(HaRXHUq35 z`bZxg+9P~;j>*6xDI<^wAR(N`)%CR#=zP=Y;dD7Dfic^1Lw~lxWb0_IxNke}@Avy< z3j+M7Sh#8@@0YXYJ4dgK=_0vQPK?GNj1p4RqviVI&wbujbB(IE6~D}l1yJ7nULPG{ z!SnN4c+?hty{Y(KDOu(tV`J@}H`JqNV=Ubbdk%NU3x$c2K3Nyy8j>378XEh%yO!gZ z2YY=Yi{-1+O*CIKAKzXs1iqeCQJOZxxt*hIh*L<*)l5=>OI9ykSLjH0W(22YlnS}) zs+}YV{gVQPSQr`KFB^&j1Cdcts>XVOUf0DVVXjzFz|jU4;P=u{WSx3*1u-$PjV|BL zMp^NEVK!VtchMl}qzrD`bofyW;n!sqP7kh#L#4KFWm50C){nipR8{S2jt{*EHq!U- z41F*qgRz+nyE>XNeIH~f#Q;&lMRcy%XLL`vy)S2PIfFuP^xNhl-d1grJ@Z$@@9NO0 zY@wA0t}G1BPZ_$qN+#L7j^w30sDtIJq;Gp>M#v4BXP@xj=U_T*^@jX>XBHxbf~Taf z&*W-K!>^?<(eH-4%tX3LM}QWWsTPqX=&2%+Sq_6CCXzT%aXF&16_yYF*@Tp*BHrck zc)&k;w&uQ}knh8h6Tfy300lw5&exhQS)V_EjISay8H}z?ID2iWaBsO7=P&&(ksSxAQ}3=J%O?B%pL<2q)GW5mRf&RCd2^ATOok zvFL8|Re+1NI-V~biY2aRqey_&IfWuN>%e2L&UbwZxn1i5bIMQ6qIuq3>`eZKar8({5~@am3|xAKdW};^QFqo!IZl> z-#?vj?(8f)i)6h#fz{Qo)J+hW*QPL6g*Tqg#ZYQ`h6NSv&qRWHF<+`WjEDYLuY6Sr z`(YpMTER`Xy@Z~tya(|_I)AkyMIvBj7zK~nCB04Ejva-ba^W97xlAdJf$=@D(baFZ z%d(dzr0H-9T63U}g{^lz(O~KXR3F%W`7fZJSg`Z z_g+(4$4uK3aA3)PThq|j&k8N4T&gvZ?g2mi%%Q9?Fy9|fBd~i(So^erA;N@ni71&W zPX4=m^_vw8vWWQ)!cpXbbHbrzk8x{j>Su#>CI&aW-vGw+rY-?$04J=Z#azQ2K^+@~ zPhA%wgt+6G19K|}l$^nwza|iT+C(dXs@>_;sIav?5cQlu+x$BS0Tgbhgn8e(?4vtSW^KyoV zYYW-V7h*>N)s0F?s4u?#;9-e z?le+`GO@?*i&)yNqW_L*MucXo_DfukMUJl<09YPkS=}mo)M{#K-yY+$vd-2z8EK#i z0J=&EM5#VPQB^;+`o6e5V%3YdZ?7(R0=V(#Fw1@2O6C{&Wp(K7`PxdegMs&1V?4{J zw^ohT-?mih9q#YQ+Rv)=+c^om!W4d2Wk)$>2zu6q@=8ahuoza6cqV6b{-O?f!x}6M zjstUxX}Y2{txP}}*o?E%V9Qu9g`R0i4p(Nxa8g#Up2{o>4}4W>Ca0t2S$kyC>-2Ip zq3}YTdHeHnwh&lXU-Vlh&@^r;_yO_h>4|{d{ai1`${q5V9Le8${*#c`(&`(aM>odE z)JGsoxBdYDOQ(>vzNU>pwQm3}lh;xF7?DDcZy{VqO0_wxqXRl);Rk^m^UV50NU`Pe zmpBwdV>j7(zSw4)W%fTZ=54(+Q8Ou_yaH|j#xRCB1E3JklAZ1p6p5%?=MJ~k&V+0z zH^R3ILf;8@suwuODpL2Bh|+B3TO0~GWg%1eqLNZP!EQeO^JgBQL0&UQ)FhOy&V~uu ziCE9mzF=mi1{Wyi9dVbgvbxk6HcQ|~omE!K+$3iRQSv(N%AhvG6`6lN!+QI$dQIHx z4GT)RU5EMkrCpkbUiO=2*D0w>e>f(=d8b-EAMfad-M6N0R*<2Bp1)AEhL%pK71L?v+SBnpU2P&m5f&UF{6rImXJq z_a9|?54@RIaHU>n-ZQ|;O)(Kp_3e#$UBDcIvTn^3A0=;9{600Fnu>00j=T228V<2_ z83{wyoI z@SLvR{q_JNW6eFqaKCEn=nzonYzaXF&UK>j-yFimZ%>!!gf;i6(pivBmBl=>gngfv z#m*otq>%X6sV_BX+;>Sx>s{>%9?xVyzw~O_)(0MR8)W?y&nKk&L3Dvy{ zVPKoX9v_9*!t?eMk~b$|>2EIqcgjI=+UEE_RE4s#qt^`zr)>As33*AVc}{W+ZVON` z$ovzv4Z6*CwlbU2ry)-?3xdNkwOe|@@v$sf5hhAuBngU#s(Pm`#V zm1Xqs@#YAEIZb|B7gHJ8zJswd&~J0Gdc-SsLXmy6Ls2)0lUqT2_EWdx;^JC2WOcVx zY2^w&|A#3(0IKCVfyR31;fd;Js}hFeJpBBmMe6X{2OvwB9)^3Nr&e}%0gU;jEenlBs0A}F-d`Zf-e7Qf1eG1&9qo@}h{L+4Qxf3S> zz69*nmMz4ckPdYw1ib{!tFa(x#a z9a!c*sag-PEb)Hs;puy%w{Gi&viUFaqMSpJT(;eVgOwacMQ&}ESwM3Z&}owhLmP=@ z1GE!6idKYVU6nOlE&=m#d<&_`b!6k_!(1VOUo8MB4nfbwdUPAR8Ug>34e4X0ZQ>6n z0oP+Sm}K3kdapa{A^QBd3jKBsJkbwN34p*niRJxG4Wg+%Gp}in24?#`VSoaRvyN;& z)P{w!+CLD52PpM(&CBRl6%iu$jn5I=(`i`r5)%WG*h`K$4p-Fk;7 zFrP6H20x;7xOOz_Ja9eqM6{y{Z6!UIy&ekTvJ*bsNi_-;MLVtU_Q3ei1qa3 zn!mI{@nNRh53m#br{1~n-XOdvVykq`0YgZWGj{++A~o=z6e5t*P2(SJg;_+TyV3bG zqO1VWzkkSMiDYPkF%s!c*V>y|(VAbd{=c-`3=4@z|7!|rz*4jO*C>=GUN>5q{r~t6 zI{AMP_ZD7NHE;Z=BAwFRAuSDplypir($a^N?ru<0kPeYV&<#?e+~NKH z?tgG&EtYGEC$_U^=K0h!oBUBSk}r{Xyw1m~QG?<>UWX<6|NXZA4_@-E*7y4O{{9~7 zw!`$Nx88beyZ;p+p29q`e)`Q29b)IBB!~()2bfj!0oKq3Iz)^2>tK z%kNX*zlKdI{Q6>;w@@zeAE>YNf#aZZ6#vc<4-`A^;Q%7VXFglJg~beR3pICU>(}nx z5m*Y0baZCDF@!38(iaipZ!B*LlcGVb=v(UwwQ%|LcOy~!AG1lAi>h2-)XTt!KdTne z-hY43zReX|Uhq~92c?tIhlNCg{6hTU_H9ANOdqJmuhknuLP7{!=YS03cU_n$b{^mk z2s2Pt{;lH#*1RPZ^Ye0ati->_a_aEj&5v|w=%@0<%;CJ5aQg9Az?|+cL0vZcuM(B+ zdY`Mqy+16{EIbYu56wURI&SvGt2WTfCCIz51pd3o-5JT6-TJlae{K91ozJQmq$i`8x2EWpycg}9|T?u^nThmaPJyOKN z&aP}(%6;C*O$j%hZ}Y5{^*yL;#*@hs_4TNm4}F$;;`5zcx%I|Vk`T%3azgIqyY^ib z>9WE1-%3lFCkm$rnuA=+OG|GysUJv`@|GMZm#O6*?oR?A$|ty%bZ~AWg~*OVal}wZ zgR~(){_!iY0Tbz$&F6w8Fe{1}k&D9wWek0e8fW>QZ(wz3Z*I~fdVmRfn~2Sn=lBd$ z!9jg7v+-H+z@mp&=yNoIha^GX_rnr~{9bHEMA-13dF!wmJ}=syh|r`<*;u|6Cm~M#geL&CO}Mz;?+% zM#Wly{ct>Ak3#$PZSKs;dn>Ek?Wbt_?sAzao)Hn z?svrD^lj%^I&h*o$L_KLIg(H<9i5r}uj$q!nT)|TGI$)6jv_^pQRt)(1>7R`h0bom zL?QqdY9)q7OBla2Y#Pq2unE>oav1yaO7ofL;au=e!1c1H0;3Fk207n#h}|zW>m2Bl zOy}*66a!S2e}M3ZnNU(yq;SCDCO3GzTQg_o733MJ8QV*Yb%aepVu=P=TXLAhkvuvH zWU>0-OGI@J0eE;(u>v%o;d}L-qqzM{#m7XkKZm@l&icIH-S!ZGgT%rvPcUS~FL2@F{_uh8{xs!Dr$b;o?-!5X? zKBs$Hh&H&h==9_0uh#0QDtoiPX$ZsOh>7!8SNl)~jYm0%i#}2GisX)<40F@QIhCnlj5bd?q)WG;QfLz`sHdmUOBt=h>fB$SzH-Y}U`k63$F zO8e0h|8G)y`c7E)-dqkNFX4EyDqnWyX~J&)$LIgXrEnwz?|ho&gDx7YS*ka+Az(sB z^}b;Iq8|b%v(i5+#)gWD;l=y?O_5awiWBlAQf)|G)`ad3(EQ~oKEHHLSp@iCV#+LB zx|O~gV7OWl@(JR9q`)xnyFG`4I`K($qSCM#4WCJfXiyib-~<~TmEE}EBtU&vHt4UW zQ6u~oKK}JBH3Q?2UQO;mj`Hs{!%vHAy!3;3b&fk*TQ>s8wn-B2ohB!mq{zbL$7LT; z(#h9Sh$V6(FMvU4UB3CUrZ3)p5qgRns}plik4?4(`2UfopyNVVhST@oI{x+MK^^E2 zvL24Rb<-|XDsSx?uvv*7&b(n&haPs3p4Eg8E$Rtm9C~=sXQ8R>68p%(vUD<7h zsmPMzq@=Z11Ug%7@*~5=n#)SFMEQ&=A*oTOh3f@HtHE6?#n|O<$lluO!#~gAG5zju zw*u{DWvnd0NEk$GW1%QGs?nR52e%hHN)4tQm9WavQu%+H>gww~-W$;`%+E&TdFU-u z4OLX)IfsOI>wbr05KrBB6|Nt6A*qZ5UF~%3+jo<&OLQV9P`gtz+;&E>#AwjC_f!Ib zj`P&SmZ`(Btz%-r>qQ4xV@yyye=6_C;z1`#jS`Ey{iXUaUna-DlF>b3=B2b3yV#Rp z!bwzSX22d!-{GN;lcP{-rsaHWIa$X><@K9w8{<&+yo1~<0M_XAHe@5yToI2>+Q zSV1X);r`wypV{2y)s|jd;NJt2N4LzzCNeW5J}oshTqo0j3Ex{#&$fCf!aPL|T*a~= z|9obtZ|~Yjs<~!7Mmfuj?xDdWel-;kDcOmO>?V+<0hi6%6ZvSZRaZ)b>L5 zvsY@?@d6pQIbsBtn!gVxUh#|1x^N~5*UoszQj7W+d$*KrxKC;p74A>xCyr=T=#FpS z$R<#bp4tgNWlRi8?33~rJf~GbHRgtLq6@qn&nH&e=a@k*!Ffo_`agH6DHW&G#y z^}!O9*MR?CtDw#QaPNf>PYZ7Y;*H{R)7Q@g@Cb)k+wkSSpsI!jzK^c>2<=-yNp55Y zLR9F^qmJ7;iWke)4DNe=*Kn5L+c#>sH<|*xUa5u|SBKgVGL#7OqlL!ZKLc_6O zK6S|W)nu3&#?>3Du!F+`pg!-%yGkize&A;^hzbJ?&EQRg%7XE8E`2;9%Ymdcud%jp z;A#QVQf%70ygT`6IE_vCYp@tIt$CYTmIuzOed7rAx39r-yWZ_S=f&Vw z7(q2G4E`Y3BNOL!zZKy*0^Xmjl*V(+D}!fV4+K1)2im+P38Q|-F}5uH6h6}{>}!ge zk{s>zY`}$Y%Xn7j>-%I2AtPP!n@MDTF>Qu90%fwcMX~v(*Zs{|ZHqzoCYX43`b1v| zyoeMoz#J<5p$UEUr_NH>Z}N*Of96S*T+2XT#h0y| zIM~X+oCjMa3#Wb0c+m$t8EY~BYv?Or2KsuWWN~uR^DiDGQoJg#uw!j@-((h)_rLws zCa5RZhR>v2DhM0V=ZpMIXkF$Zv0w>&rEEkQ^!H2e?q-S=;3aY~YqR_0I1$~2-u;Qf z!vvd~Q<))R%oCF?^u>8;<15x0dV0+IAsH3m`VvnDKG~3*=K`CopsNMGy)CSwu5&tZ zIz?NcH}%pt%betmkKh2|31Z{3zOM1-EivEFRa_yX7O zl(TRX`nWs3uWoN&QjqjS8X#z3ZC>w=T(pT!F|0|S(l&n4cz1(!bgr)Pe}>dSKl;|u zWXfOXe^Xc3{QSGlo2#S&QKhn_b`igxyL>$OTjMUzg2B_L@h>)XTgx9e`wn{2BSquO zgV`~1x9Ku%JbWsZ?+lpdyqG)wR#04G}KGV>CmhRro4i~_{9fwd!L;Cq_<2>5=? z`CJocGmbTC*;}B#l10$QYu#|5%VOp9aUv#gXyDRL=|Rwlvit9g&%!7Sn!&JA|_eTF;T! zjEyLa`zVO&pZNPv8z`_eCmqeJLtGDu?`HnoWlH^TrY=8)lj}1GE35dgRnh=^lwRdU zW{Wy&a}khzx+vwpo3^0CX&%yTH6oYWJcquL4DSzKKk=)!k!SPi?fG-^gPP(3h`b*& zy37?!G|4!6DzEwd$9QK1;mf9V?sQ1p>P7i0H68y>*SqPiPSJ1NfJtr6ur9JsHc|QY z+`3^FDuT!+NKkEj?hC-R`#CR(RJ3F7ltzNk4D z6qhWSPQndWg7c4~l6?=UHgdeQ_!78(@(U9M~t>u4o> z0T>Ov3#LLWiYxg(*K#cNM7lqPMU#Q2BK|l}ufq?Dk41eHlU(x0a0?6op6FyjDd`t6 ze;<_)`FtcVLPyAy{m>t@MBoU})Fr7oZVsZwtT2c*`a!UR0#QTdKt`%0T`HOV)6js@BW^FeSN6fCb=C`a4@xkkYB4Vb}ttYrj z>3k?yb?1qk z(IgriMcO5!Vrnh=73*xsJ8&<*q?c+g?`(fDDi!=??wY2Vl676uHU$bov`=7+(s6$* z(EL-CEx7! z;Vn;9%J#XC0&>Z-<^#AkqqJX|qL@tLr{WXh#;rAy_M!`$+us*@n?i4l>v_3m*@TKF zHl`Ue-M%!f#NFY4-hG1SE%=Hi@hyDUoNf!k1~ngzD5O@PPWf{I-zlKzIib(ICvB%& zQpRHu%!YpY^)z~%a$$6e@jeQZF2u?FnpIE~kwe=d&~XV2n#B({5)^tBG*4i1{lYcy zu~C)DE?lzwjw9shzT3rl(kVC2f_wRLHU2N~Rq!OOtH6L|0WEz?(OsU7&groXXzfyF zTnVzXx1K0vrjcoXXHZlB!1{^Z0FJy>B#zf$&6mWs%<(zJ6=Ob!5?(SZCuBd9gx_ir z2IF9LZwOJGrR=riJiNjbeHF6JYJtv&dBh`3R_tm|C=Hd&ClovfW~o_GVfjj}h|@?} zW#x1(`loEC-!3mJz8-3C?qT8V&bk`!1DriuY52nA1VGEXcZ&V(fEFZ+D3~Hn+3$wY z8WdXgK^R2*ZfcIxbbYJR2>|3AoFQm>iIh>YFdwBlGw2)iy${ZC;4@mLAS|ep|=_aQ}i8a zQF)G(@iWZOAK_&C&!0phUxcBRtLP~QG~aY_c1KC*JVvA6#42y2pwHmR-fk`zdzZMy zdim0pd9&UoKZNXIQ81!0*4%B z#G-V!qt`s|F;J|m-tO)1*NmV4$j@_|eY)#v_P@o9j>&oWcjY`QQ2_CF0-RV4MQfs( z&}`77(}kGcoUX6LjOY3)DMF_s?Z?2a)X{m5(eKMIoN5@B$NB-Tq+aV7d=S~_Zg74v zChkN`JifJ6xUpfrbCBSg?AU$x^$k1?0o2sK?_n`Np>zaF|arx zM@8-zYxdN1k|lB#%bgGF*zLrEUAwQsgJ!R(k|U|pWhm_5jsMdW%V6o<@Deo6R|?aH zs8Iq5!=r-Y&@XwmvZ2TopZJhj@HfKKxoyPH>-TG9Mz;VJXV`dt;qkw72MM?j*CiC{ zTJ6?KfR|go*fl?!*5>1IL{qaWTN3+wsaY;qRQJV7Xu`mizd%DnW8;2{nw5K4l<>Jz zQllz%@q2(%HjJLf*TF_crl~&ezF?*6YIZze`TazzKzgOAn>?&k0=7H4LY?->guT(X zRT`QfE=4fE(Bp}MO~LG@_J$5#;`{RV!bMU07A%#G8+8&1mCq?#R5Kfx*INl6t#iEl zN@gs5iRSbE*o6VfmR7f^Mfk&hQC3~)5*-Q%3z6$pVv!4UwjrH-mh2BJoT8SeBgMMo z;UlpVH&u}f`n&*jv$nOh%?x1X!cEe)ad0MGDgQ!|RJ-gF@?xCJYZd5j3pIbuqI6K` zX$W3c7-0}QVT8VqcyzKY1LGN&JM$zF^3fGvsH z+Irj2?6}ypS1sB^GLX?E+Tv}b4jb#ei=`qh2mi=dG}D%K_M%19yV;||DO zV`Jm`MKZIBmZFSIZApaKRuIx;57H~<*HX9Kxkh7X`h6|H{#Xf>3UpYE)JC-Jux9s|LmLI8s zrYX1mea01Vq!C-HurTZ8)(^Epz=5$nYG0D-#239k1t)(#niSQ9DxZOgNjoz8&R0ch zrrHF@6M5(xt@Y@ak8<4+a=({~I#0WrnI!;(bQpg0oz<1?xxgr7F)zdrvc1`6-Kv*R zQ5gY|(HoEzwh03+RCl0l*ekbf21P|L5Ju(W=~Ht)Rt*CYQeZ^#rv7xqVp7fsdcEqo z>aXgh@f+dA&CO=wq7d*^F!#FDBX;FFaO`HQvK{XgXjwYnmz*vawfgDnlM3$v=}~jY znq*we&DB*+E)(nCmfQnG1VYI05qnJn~`emP)mG%5R zPRIxgCtn00u6(Hx#5N0Sv*~!H)z!1rd|$nb`hbFpzR?-cJSU}K7zC??17EJl=l1aM z5R^Z_5S^w<)yYtmu-kA4>)T-*Y-|{`fa*>p>F7d$;Q!W=9Ap_Bhe4v3F~+v??&fS0 zU&as^3Ij&relx%lqXH4$RU2n(JZoTfM1R6d3h8P0ILg#gW3TdC`^Sg<+O}R1TFlJC zGI1|L9bTOdCdJYMubU_?YPRmjFii_D3F2?^7cKKzNYjN^O!T&(+>L0*9K@ zs>5YdmKSdD2Q<(;slPohuHGN+7X8wyiddR!MTeQWG3LAtta?i55l`^bNBvVfrA zfQV0F_!lVpZ3P%DC2u-cGqZI7cLIT}1E$OySUr%7@l?{pzWV`R4-bFxjk#*BnDHAL zSB7$D?WAhFs9|aK6F};sRM%NVfqrt`v(Wp6K}Hw zMsD2!R@iqN8X8LWZ%Z+Dt1}j>gdKs%nT9l_usbschYWcK2v+t)<1>=m1mj^z;jPMw z_+B|ge>-RwUc7>*n+WvGemk3>Pkc=m4E6?1DI-+dw~`zK<_BQ;T1|yYXvghJ(zWBZ z0JkQ>>!sAXydCf;y@X*sv8>HtUHgcOdK_k`q7`5=I*(-X4_GUy2C74s>j7JOZQkXl z^4zFhs~@B!ChslrWk_&PQEdcz$kgEdm#v8&hPH|0pBZh&jS?~(OuyvA* z%hTszhC?5#;UcEM@o!QM=zVW%e$pRB4J zK)&=&W+K?*jDUcUP+vV?6rTK6tabu8cw1WKsx7Yyb*IzRR7Sl1)F84oBiAFD|GU5C zNTN0Y$$WjkRB~h$5>Yb-#%^nO?YPku-xJZe2)@w*nOH6Zc4p=l_q|DxllEU=QRw;o z`ib$f-5IE}J1o0MfLDMhx`am5vx^R3lDXd!`3wp~kO-$_oO}gY5DDD9NfOy=<{iNm zuV<;B($mwkv*W8lD?-3{o}_CjBJSPqgUD(c3T$&w<2-N#4rx0$-&HuRcHI1UO{qin zkp3;8d`YLuC^~ML7^MpT>eamQUly8fw>Z7fLP8>7qyQ_?9m>;5mVdK=m}9cA^QgTo&vcQloBjLHE+^n;P-xu?R@G;;gVG)Nfg% zt->cZlTt>d6=1;m$MVXy#0`H8q`v@00(x&7Ko`;`(jo+CF_`vwtQ2}wPZLV-F)&pJZn zzKHtj(C5jX5*ntif$eQ_YaGwv1|$w}nGZJiKdp65+Fe_l;4ZQ7LT?++{?1U2Ms#5Rxm~sO=gof zFRh??Hes;pcQGPlab!T#HafydjO$&vgs1BPc9-f;pU)mR7<^W1bay*Pzr4bK=pmva zdZ|m2|0doCIOZkFpF{p3S^r|^Vuyz8gui?Tb!FV*ymxYRbkrB&<6Vi}#7Tbfc3Y15 zane|QPMYov$sR!F8gh{I7!;ly8*psH;ieQq(&5?-^f{7%TCo$mBfIsvY`$cby?ZAk zxraK=sZn5igU$Jg)_N?bv3!kPXPv8uRS*lYE3mlq@=!$#vJKV1@3DG{J78}YL^*o* z>#g{Rc?>X4VR)EVI|YRw*}PEx*zBsF%MKI$OGAF~BqY*=8>^kn(v2c{#1X6+_-hw@ zmTyZ8DiispQI%9RX!j%}SigTVxKD5%y6QZwEi$RK%Aa-)L%au8bYfruoD>CzDhw}y zp5__r)y^%iXNTWM6@~(3?g<@REL3|;TYG) z%durLPoIDdnlv63pJ!d$@uU?QvrD`+oR!>x|86L%q~s3N|K={{M(#2c+P<aUw~`}xWo@j|HPl2(nJgG2OE&_^P*|FcBicVkZ{Z%9a_`1lRnu4C80bJfuVigEkM2WS4*U-df^|S>62rbP)WZJrA1**&A)& zi|8y{gVJ!d{G+vIZ&zG}^f96(2jD4M=VKww?ZWRUP-lUe`--P zr;&}3X``h@^pusno#W2G)Qb#LQuSOn&O*){7-~2NqK*rE(}q*{Wjq`mRwIw5r`8?l zf6yA|;_?0!C~2ZFC{>*s+!EXK+79X2$EJH6W4r|xMe12OV%cbi`4DHk=v4AQiZ=8D zneT<)1^)dI0Yuj!RU0?c>>G79rBDccJQb{U$s$u2IXVk#V(HO28;&de+*t(+?F>}V z%ByALF?jxrA4_XyMMJ0`m=>%QvKi}O=qe?s!f*z3a0V^qTvmM!IC>ilg(etxdbq`Z zE(`@Mh#_$zv03wLzfR4SPxG~XH-?Uh(QdiX+vvh`w)?_JfQnKk_Zmb6I7HkGG48Ck z1f*>{qFjgcI0@9%bnrm?yIQVhUxiKE#_tc@MsJy4cBddFPq67!tf@3o#ZjB_u1__j z;Fhot#e{%GW-|Bz!ZSdYTsx0Zu5lR0uR2WIkH>Gfapl~0t`fto#>1okgkOAh?lMH% zElet1UZK8@hFk;U9R8Lp0+Y0WQVL29$HcZW)eJl3E?q=v zoZ3TW+*_la5?Y^95nuZjuZZ$)`LpP>QlTc@;(y>_zb-dgMC3R&k#_3Iq&Wo-*=ck- zkX?e#dPMvg1G%#0%ZBb!^HS<+5x_XcIo*nq%mk zg7vI;$+A^@eIj7~ivNkmaOcm5^Jcz38j!BDAJMRQXxON{gCAd$^6g0Wp~2^xz=wZE zlHUsjw$a@zuXJ5Ee5y=!EsTvRyYq=)12$h32o?>|3u8ipK2m_DIC})Nl&rK=^ihlf zn|jg$9{1Qaq{gYO0wl`MDp>+5nS6tsyiz|t;Y-;ubyc@eA!9S6T5pxGG<*G`?x!=g zHQYC|SmQUHpIdI~Y~j}a!XptLRu(LPx;;dr^Xj6w%nQVy?(XiqSYsBc+~VzvKwbFz z3)MrMcV&oGuuTQ0vuLr$uqB~9!#`P!RLFS^7;hhgM18MzB{17i^Ru61jpeja`o7hI zkPgYfIP^@>s^z?&FH&&ZjME%sXslsUYCxXNkTd`9`Ho_wQuB{zbdrXa%Ebn_+_ut~iVlX^65h95JGHaQ@hmK?h>v z3CvCGZTm}ZHHgb~BzC$iITcs!H-n7@FK$gk!*Xw7PFhu6h|4jz>#r0;KUR4*=4Nvn z!g=6QOj?|$JWCR@Ehg;s8}7L#OL@%!TfuOGRMTuD1|d zzpIO5YUHUQ^rL7wyoh(UhE&yLpchpK;J{?q7D0_8@0s!lGDqUjrZ{1&UE9$z*}v(G z-0$EHcCF6~=DX-sc1a%7)qvWva;%`0yS+vb3Bt4V+7Oy6(=NYpbmkfbIiJsi9^5;? z6)I!=1^ubK0a~8>G&GmD$0>-rQJk@BMJwDE>#Q(-G;ZY5dOX9BE1#NsrNvfQnVE|~ z3CVjRQ?aDhOv>YNI43kOj0bXJ{FwQj0if;oR6KG45a-AM`zjZ9Rr>vXH$pcB1EC#Q zB~q|4yfnl(A>*wEguTPaEFf^BC)y^FD|8pD_B^F{={){odzWp5^^NZer!Jc5EB)ua zL^pfxI`Xmi;M>mQQ(sJ&=xtU1nk^neoM^}aie6~cr>|rSzFk&d=RBAKI)k1HsAVsi zqM=WqHPoJtXO^eL<2Z&;CcTUhSY^aZ83HWmhI^$9?d4c?3`fyNHf3>gwVgB95ki>y zGilEi@15b#y!mE%aL{+$-6;X>YFU^4BvBK#r>_P1Z#4JjkD{5SQ+b7OL!`KSVIL#C z7_L|vGG3`IoH8-HQ(}j1C-WY3%_%5Q=&QUIs(O>MWLWlDjznRQ&z;yf=)^hVckw!q!Rz1Ni}2scQE6UuME;_bh{_{YNDXZ|1J=00 z9HFVfY_c1He=$mW^LjK*ADsY*i^39%q=3_#R%FDPzE68537rwXZ7Op8<%<2g{$_$z z@U>7bHY7bXIY~RSXoh2hxP7DC5h(+$t0r1r3u44vzKlimy+FoJvzo!eF|x~AC^8Q> z_oAt(sm0aa%AFz%YpM({C!?qswd)Q`f7UgX{Dr1OO)X_wyI%3pTxn%~7Jdajjj*~k z2;<(yun4lPEqV;c??qo@?n^L`F+ykaHWTkHsgoh9#))2PN`+F4v$xjmx+^wlzCBhe z1m>p#j#YYW0(;*iapJ$Dav1hfoNXqF5(|4I@8X9PR8iPksRQp_B2Zu|RivybvV^UmDgRB%;?@OWKxD|w4H8Gy zoUovn#gZs387kHt0rN{vbhwyew(9e^427ApN?UHd@q-BxUG_aTNd-9Q`|n2ei8oLa zMYSic3)z#K9SbPej0&yG;ITrlmi=L*0i9P3zVbs7MQV`DtX}(KC&1<*)gT^zFg@L0 zd%T!x$kx4H{pHox(;S1eNPfA$nSYMk5>a9bLW4d{3JX>)4wf!8Bp=7HRhj0J_2FMn z|8c=n(eIai$t@i!Bd6?0#GxdIV#Dnm%O+S=|K=@vKxDnDWBHPhQ7#+%x8iactdAmU zW4H?1#?$WIKqA#DpFWs6Q`^m|_r>7ue3iX~gF+tr@$b7#wNUCUY@QS*<>nO(Qlrn5 zr{*t7Cds2*!&N!)ad4RZGvNLQN5MUm=<`D|UxT|m>j{DJYtY||a`4TZ0m;nm`R7y$ z59Du??{HGsui1AncDi}h>eb~*CX?-@k3y&`?bCJ@jh=JD?9OjxcVeaA4AcMRV4DS@ z&>@kZJ~h3Pb!7=iA^JO?7)MWbMtnC+*%$~-HTanFjHX{P>{d!q(BXrqZ>dyg%8RS- z#Zl2AK;Wskx@}6nPTL-N>UsXv<@Z3=Q*FFMrAak3JEpIRXE%V%fDTl7Zg|P>2H;SH zx0qi`ilx8QeBbv|!`4EEi@oqS+N=6K?L{nCb)28zK3KdR4Nk53)1nPlDpCQv=PmAi z^^H+$vN|+aCYESV)=wouOkf==i1NuCVw-Y$#88f7_@tzi#TJn+#5K0nVUbnP3#+Yr zl&VN}tT=-V-9o1B)qCGM(39EpVffwi4cg5vGSZV&!FpeIp=GiMlv}i{;c5+{eR=f0 zXgRVC$)YQT0@tB;oX#^%igUv!Ai6QwR_JeQszNvz5GK{|m92A=*(~bYB1`y98u`Hu zcLsKHPWr%GWsNJQT)~Z)hBXm_s1fQc%uD_d{xIPwZoT{WA1_B_;(MujtKnxc->j?4 z%j=1!Y7FB>ieof1pxHt$A-F{!Huoj9r0`5&Oxn4B)|;%h5@m^FS(^PeH~0z)KUApy zbUL!K*eqNodgT`8yYj`>cC2Ek&D9=boX(-%ycYT8Rd_H~945o{V~05A&jfK@dP{Z4 z?N3Xe)Ax*1>o=WYu_zhgAU!Ehvbgb>K|ivsU3i0ML~9JSH42fjT_wJlx6Yl%FFt>d zWx2FrU>%7NDO6$D|KNXjIZ+x_`t94qIF_UweU*F-?ShSz=_=sr8Z(PCJS%J_Lfjw*oZ+iB=V%dh|P2ULZQ=~w+k)rnt zhsdX?U&NX}?+ojC(J-8!nqRReYzqDV^yBV8M$zvAe!d9&OwIc5GE^JaU?Y#eqWEgy z4B!6m$}~AzT;2YA;Wr{9=&S!ORtuwQ>3{DnL(+x(@A{`h*aZLgadut*Pk)>t{#>2a zPy+(sNAhtspi$MY4d9pnkjSDJ1Lu;)vOB(#(E3stB%NE~+K0IaATt@Yta z2kV<;i}ycFg#k)|1H?E%1ne+xz$oK96@E}wL4h!9MD)PNE4UED^!f%+3?R~UKeoXD z%lj>qhsPW6!jtdUD`16z@5*K5&IOiK1H(Ijd5o-q*(P~EUvIr>Xe9pUq6yXO3y7Uw z@BP{-$%3@r?U#cr(CcLz;8L5ko@g3!E#UJ}E;7z}tb{dIjv$ zM`oZ@DSIF_!a`d4d%nRIpLG%#P;+#Syv{AD+nvGB9GG6b%~4K__IV^JJxk3_CPO7% zsfPG1;8Y$rBmh-YNY?wvoqC!dRdVqJDp4}($GmZ~IoTqmm!Bm9rV~{BzF+)b*HV>q zSy?s^AlY@p9-D|Wu2%yCYcpnW$Fc;g^%@R0NRQD}1#WJE(*l~3Duu-FCK6+oqdGMg z?SI}GgJx)fHy|JX>~Go`>0+Arzq70nmAA!*jK$#0f>TA~3?gJsqG=M4a_L zhVCe~%Gd;5_T1l&1LRxdVaJ!Q3%Gbej?yJIX6#TVu-M9F9M7FIo7q~ z=!H&HKXu@jw=MwnZ<}y{fkT$*>p}VOavO-eanTUn|3(a&M{Soi1{U>(P}P#T5mY+_ zh+4!K^qxyDk@0ArYV1rtXE9fE7KwzhS3uIYRKU~f(bhHY&F!?8u-!#}&Jm-d0UgN} z(f#;BIU~)x z{)+Yi^G-keFUVS%?e7STb+vvtAaDeCp^0*yj+04OjV+1y71$&@Qw{lfK(}=hk3a(m zOZT~i#5~r1;9P=^%!&`13mwjI9W-WJNXvQzJ+8-V^p4PgK+vk@qAZf?J;c#WvjB|a z4I7Uh_HaPkGT}(L1G$}rlCnI{(M%g!TU$pImOK_6p+5&cmBbTq8V#&In#?L_w7>_O z9he4pZ^*x|2@WP}G!Ay|=!?msMA=2~9Ip6?pO(xWcOy;#-JQT83z;yrCIOA&Bz75~ ztIFty_CE$XcoSGIYiuc*S}_rZ6C`FZkn;FNH1dhh)bw)%qf*-3DUdi7p3y6ySC_il z8&LWJvH^NcT%`_f;4cHCCGP)%Q&^t60#yO5DPAVTdh>rrPJtF{z$Vl05%D|*E|O*i zdfpj8QK)8beGg!jczJvIuzY*{$ua=lUjR2f=Wn(o=#VDi3OYg%V2GN55q@KR9IoSz zKaj2ABwDG-LJ&@m_11In&M=+*2NGP4uAfT((r`J@9P;9GftYQ|svRoAid-;-a8OK* z6x+ky><<#R%iRgg!GCc_NkF}*d4c+J?0E)R45Enlf@uTMiz%SScPDn8E`Tmy{gfIR zmTS;^jP*WX9c&3s+s_0@6ILIOA2`!xwqZI6MxjzOl>tkBpTvjM9p9Zo2bz!Q-Dt|P z035ABXAeKnyfB<7sS+e_aRZhUA?o+^KeSa#3(s{SM~Lo?de3+1^0S5?jvBDhSSLX_ zoe;%bptL*Gd@G71*zf(kL5Q!@%bT^GP*@FQ7-jhy{(=J=h_mbBh7uPEft>W#bJ4MR zeIf~M;PI@7#Si>gvQXN7*?2M}h0{WWD2J?PckRtY5|OCO7j4I_v9n?Qk%E{+_Y$<= z&W1M;U}GZ$1J)4`tRMstNeW$fC|D> zp2b`0+KnZ+g^q71pawgt?Wbb9lDZMHBb;(ZI$mr}6gPspT0N)!2LXLClU}5`wUi;l z`C^af!62xU->!j)-}n)J{3_yy)euoYT<;Z7;gw)xw<}l=+iQ|!_M`Zn>(cS$Z zsWUY-wH7!d+dwez^`=CH*Qx^V$DidBydN?N>l$CePoRCFJ~MFu73DzmL$)-k$JjYK*QJ@LW}PfUxsC z3Zb`JjStNK)P3v}@=QlidDLa2qGO)^=$j8aY;k47P`$Hx9c(B4UM0n7r^#(cb;Jkp zFMXRH0*9bps)}iKnQD9Qf13>1X>*>6z90iUjYPiy$vl)cv$7s^5y%l!2sr3bJas>q z8L{ISdDlC!m0GvjfHwdwq<$KSEp-OA!L{5uTh|!sMq>Vba9$g=c);s8GY2-E>USge zkup9z*`6Q)@g(u$te-lae;T#;Bioc^8!F*7K%99x+N3{z9pNjJs>4ZQcpoF9IInAoO#9(wr4#?g2l+kqt7 zvoe`E!9_y5I+kAzPJ{kY&8q>vet$0qH(Xho6Y_ZzZgv?2_^>Gr;mA%P+u(E`daDJ!)Kf9$?y9;KdS}2H zwta;nj8G=CYrCIND!}Z2=}pRGGoCl&bDT!22Jw=uv;g-_qypdPc$m4)dW@c!a+J2h%DboPwV!e-9k06Ig1Qe_}+hgOy$*l9p$V6tLA>!HG z7JUHA;1=k-R7g83Aw=+ZUSZrtq8aI$%Ogre+D4d0qg0lWdbEYGvX}Ho2&C`>y zsX@FOTVA7lfz!b^?Ub+jQ{vP1U|4lwt9C^x)X(6u;9!I1fWJQX(v^b=*#h$^woh1f zx$@Pb2hc@kXq`uZI`lc70L>RFQL8DGDXae>?jPm*7?WNY#}g*pZTSS#^R2CZ?yR+Ak-S;-Wvn0=%Nwnh%vT`J%n6pbSFa zI_o~V!%G&T=<0u%qhNJD*`Q}-6-Qo{<=m2B(Vg|lk$?_rivOO{6j%Ti))JGH4j!>; za8Z01QUKwiL$6!|m?)+M?HIUh0wmU!#RDKuGv@)aBr9qpbNNbd^0I%(wh;Acnp(Eo zhSy{gp+!t2ksyN_-fC`ugAwa;F(PQ6)RPbo4wf;TaQGQqmGOK{hqFaD3xQ%@C%(V_H15L(~><8-#wwQRQMy6(oRkR4VPvI_nE{l!~8Y zdT4uJ$5|b}uxOT?Hd9<-rex``(=>YMd4ZXYcdG>{rDbn4gg_ai24hk>Fy}U493s(d zjm(>74370Gx)6$oNL*Cphlx29Op+imV!43viBUp6za&f!(oAj(*;sK4II3$RuOt^l zO+`}KvB*44F?Y`K94oxAie%JLA5Z=96sd`ZN%G3-eCJ7oLfWTfGxp3CqK_FY;xvg@ zyx4b#k_&n7Zl+7s3&H;NW)~61_mb34)G1zg@F=p3i;K9_A`UsL#1@q?#}`eV7ykT= zM))KB<}se7`bLU$71z%%%qtCaY+`q*l|h{gzX%Fz_-eWbOAg28s`P*-p4`7&_!JO= zceT;vi&r1q-vQjVr+C<;mgI`;HF&Y)Dt^g?iI!q$#68#b@yM=&Me4)>Fcpt+?WGU1 z#xs9(RiUZc{micpn;vK3H%GJnB?Pd8a_Cc4*AY=lKsgK=P_JI-F(8MIt-{2H)>+Bb z;Ru?^wRm>KuL<(}gmDN_z{ivCjJqjpD{X%8L*&pe8moJK)`Jf%l1c1!hNt0ryQLf& zg(90Bmi%^y%eoOe=tY_F5x^;N+vy#&ta2LZ5Ml9@8kELX6MCNDP>yaKPv$wBg_}P3 zQ#|!EjU!Xt^yPr?91(PcD@kj1zKnN<8$PUJsP{7Zf|ZDJ2^7ISF(`8rgjQujp~%0H z_`?&-xHP@*E^R%Ye8}U=@dTXwOlt}-rXh?vL)iM?ATYyIKNf#WsvYlZVF?S%M6>jE zc9G5_kBPSnRflvHNM=}-kuiz=;ca3Q8pON&gX(jwwRZF8{$fn3bxoh9!F?fgo9--? zl5Cp!x!~>gFj-Ir0UY_yW8h}3`JVON4v|q4u#TX8zm2gt>|jY8plO>FoI{dYBL5Zk z-4({+OS$<hVhsMtISY6e&IXHmbm_Eq2?qn zlKjOO&Gr;f2`lMmlD$cv?c}u~rD1W2oR+X70uH2@NV_f&PeKqwkgGxf0Cd0!oDQ?1 zcCYn38v~cQ`6kseI4b0~FIcM^d#_W7QMwzKIL{@i z-rp@a9a(Q#h+Qwaxj1e?u`*eFK_Kyv(AgiGzdIX=*rdsUH1LyGM>)|J%E2mG+}Yc= zetp&s;Mpc>y|F*SQFfZUSowu8(2YfM+(7K#Jw&T`J?HNFq?*y$WhVNQ2mwOKrvkw^ z71Clc6?3>UX;^&8%jqX<{&-GwO$qry4KjBa&x*GJWDI}!1y}U<_up8W2QcwPbi#ID zf+ISZ#FB(K)MBq|rte6Yo7W86s7fjnQQe47sHIWKFzCVTlj@4@Ke6F{mYTJ%fX*13 z+TuEd;P?G~UI1Z!uszm9Q6ltABY6(_Z8z_ zE4L(cYgC+%#2#poN z_*)NwGS)%f1$D^IBzI~ttg}S>fsQS>W{FQGv!V0^M85}2dO^f$BlaGa;J|lFYM2X- zC5=W?@~dYMCWbQPFPiFX_ZYZ?-45n$`y=Jv770Exj;SeNKf|7|OJs-|8Pm^TYo?dQ zENIx@;6j7s<6YVU4&rbCK=BL-JTR;3Bt&uDN&R>rjeR)@Y_lyRY5LrN2VI)0eILsf zk)tMKYktfq^`RRKarUw_<2@eDz|jEWgdT-Yr%l1WY)8!ANADv-`#5;De4Qm$Mjgj6 z4h-J+!=@203`iU$X7cm)VDa@IJmM1a2Gs6!jXw~wG04q=kDy#V12iGnzeZ_e5l47p zd6dOwIX&TaL!)RVulboQjG{&0I%QlMXLI3(H;8y?D<1NeZHCy2gCh zO>^CrQ7`;3RpxL?duH}i*@hnc+S1t4ryyhdFobYshc$irNksYgf@X^9X)59^fGLEf zVz#x(SPV#>$4jJsjGMWCNq^z5!ki6mKPho4D3h!ver`DqKOp}t4MGzUY>CA@U(qIU zsO>4?GnSgjf&C(VUvEF&-TBCRfy0PNHC}*&4ZiM(3;ky6`v@vO?8-%6D>*M& zp-)#W@iE6YnJz{lk0ZcK1o@>lxkIvfNA%Fn#3{m#UgQA9zMg9-hJ;!0I8|xMrZA+? zb+cB9hEv+TIw`{IuOT;B!NJ|^r@hevL}Dp*Mp@XCsaaQ)DAv(7{Pco9Z00>`YK_^B zH;CUh|6jztbx@p5v?q)^1a}SYZh_zy+=9Eili(Iyf)gyb1$Rk+;O+!Muwa7)2p%BF z_Pp=C``xYD-M?<_S4F{4^DsQq(|!8%`N=`P#9thDv@RoTwf7D*OPw{y%2Kb#u-AtO z_?&JSrHITw^6wK;JmIbc^P6)xI<0UEawOFMWknTb){=#M>a8_%+5=X76Aof!M^^PK zZH4Y4s7$TG+7jYiHl4z%agd{I4rgA}Ykl-jGr-7f$*m+@SXnI_O!J5;Qy&vasy1fA9!rB_PdD{hU|(1HBSa<}|w zX#vZRQ2n#V{G&{>d?l99Bs7_rqzZNV4tRmq%-d1bK^3U#D16^;DrMKn=COJ`Cy?Kiwnosg}^33 zkU&zN0@PMMrVv~soJg?#C`sE&_3_q3t|Sl6X~5MyFO2r~K`FAICjFB?wAW!T`0|i$ z_*cQRmOp^y?wM*EdS%mFh|m&jDm_f^4$(=Gr}Pc)$o9x1$R^vK;Z6^Tf~(9OY>R~yjL34#3x!?K#W20+!NMy3X)Wa!0#B86s3~08c zd6o5N%=C+$bT)jC{cW2YBbtvy@UyjsasOm2C%D=*wH`HN8(>usW4Fb;twsZ?rEk@5 z&^DO0N6)^hj&C+Gc0VY-b9&*-uSDO>$W$bBgT)pk1Gf~Hm`)a6^s;*{z+Pz^>qf+O zO*_~28TU4{?nQ&^KoQD0Peaq|3J-~tvl2Ie!|?{Pf1qa)!k(}zJVUt!?odwSeQGD4 ze{ocCLle^;taxJXJ~8x1`P~(1Rg~(4wYXmS_pG=cui;A?*(-XiyPRukYdL~!G0#Oa zY>zS+YWv%I%%H|clALDC&Gst(L)Rg1dP~0Qc>>Fi-c6qo)=SQ?!V*9tKcmL_yKx{d zmsAFHl2i)lgu3T?U@PoT+ccjQsCn`Fbuh>?!mzHOHf?{tJ>PoApZzNJmtK*_-@~dp zlfbKmo>^MMBNDC9h46Q~jVm-W_EkDHVOM&<|MKocobonecP9JdtKIi{7zHvO@dw0T3ZfI< zchy=eaQYEDHTq3uJL6jFlRm0J0LbA%ZpBigz(`IK8LQ-APHUphvJPLFch9sbu3qP%U{D0;55>YVN8fdV zVpC%VC+`0XNaVi(u#xKc53uJS*ydk6=l|jNSGE9HsgnUFx{l!N2Iz`6M@`e&0T3vm z`@?c~pg($9>*ori^*3CPbto$DvmU}oZhBpx&$(+|rg&7(_B$@Mi$;_@GiFfc%W0-tH>haOcjzq6mnazCbbz z0p9Wr%rAiY0(+GP*_7`HNyinnOl;asmpo7}G$26GH8ssQX@mMzX=ybDJ=}pQGWe6w zG3CJd0%$dybo48=TBL)|mL2N|#uGq|fRupJ9gAG3C#gLJB!fgW0BjN#uQll+rCO=a z7ADvlWz3%_g%f#)HXqJv3W~xvx1gYDC_1?y1vzh}Jp(!q!ts3Id+{R^gaLL!tqe3E zoGQ_41}b7f_GBQs>zfX~-=;#|1T=BX`?@Z~Ef9pBbLd2qw4%5JBZDB|q{l1>3YEM? zU7&oTqU0IpcDb*?AZ_G#Pztg$tfB|-A&?2Wkms!pk-zZT2Zyj&<6FQ^wY~>nz3r<} zP#83=)*HoB6E)vf%jAL$)irXLy?yqv2T+6}t5ottJM6`ycD~%7kK?5VZYKzWglt)E z9ZBe~gEW>={+E@fGa$qX2Mme_1Zx!u=PBO7fA30J`^%89+bRP5Ff+ z%P0rd$kg}vRJiV^8@&R0&1ED{z_)HZaOo5XDAyTA@7e)AxNOlfeKQYtcLNN08Q1aO=in@> zcLai-6u6e+90gWtU|!B9J@djI(D_|e*Zp}(ViFj6O$k9*+8i<4yClo8ZKb! zYCorWSD36`rp|yC?$cC>YD#nZEciw`u0#}ubVbKt-|gXNvHUYKJSx0m8rEtb=?^jl z@M>19qs{j7#I``R)S*c(9+aD$OaRKGU;2&_p(IGfomV1--k^AlA(a<&ccAz(a-OB+ zTLxGb5+0{3@rw%}Z}ae7Ne)4hU|98a-Ukingo z+H=$3hn7{Hf>j_*=|2TM6lO0@mKwIFM1ETp3@M)y$Ui&1NEEw^4)sBM;ey~`b_ixj z1eH;X!|Qypz?~W}E~9Vzaj2ips1*cO5#ZC006T&UN&qEy5)FO~0Ioj7Lcn0l7+X9P z&lIfF*M8Q_g3Z}CRbcHmxNOuhJYN6)nMhV+()GEcL%l$F%o)(~0_K2U_L3WZ8y#9o z`NH_+p(#)Xn1$i?s?T-}1PA0ry-HJc!ThMdDNQfEsl1a^0zg4H$g zrH9wRJC7JL)YWa{wE(J0Cq%m@79ndQwtgV=J2f;?-*%<&S#CxhW3Sz*UFE=?a|FUH z!<%Cu`%ynhH|}`N;VOdb_DBD46nLIb9mO&_!a-*$%`!4oz|8Z}Utp2ca=pQ46}%H! zk|VnT4s{5z)*z%{_yQ+8XXS`-V~5~jucdhuj`Th2|NM7MGnJ!w?}`)T+YWW z(iBWkG_dsS?n5SZU0@8tbl>@K{MF!{A%_s|y_2xEX#~i1T~91a8wiA(Ti8->oXPO{ zOY0)n^x9_A!kE8(y@zl*p``7%qXYv|tpu4ffKmfEykFyPwzHmRz;U|rAiN$N`i2{w zot)HV?<_dy+?n3XM01w=!LWC#Pbg6LN z59zNjPUsK7B<0(GuAgh_vaXsVfEjoS=tI4fQ(3&_AV!a@1Jl_H!*;sNw>vD2XMorh zlF)Me2Smg+B9si(1S)aLP$+I)QyA%MwFAT}`7ix5p89=i^%~$lK;x1-`l=nkk!rY7 z$4_nnU^HK>vDY(FF8}VCMXkemsj!6O?4%^}&{%>PIz7RCtfd#!WAhegOjI{hp%MO_ zZ}A!51&W4OOQCamj!kKK4c zG=R)6Ta!_w2c!*ReGU-x@m6Rn6a0D5^kmAFhKtf?19n&Va0zs9DVMla>Tm`fHg@0B z%K9KwRHqoD?mnB#zhOT_)eLjo3T_snOZn4Rx5RZNGr0%w7s+%y^4-^%w%OZ{_&YD^ zK=Xjg0CUkSDi8*(ifP12@_2SfpZ6ymX(BI$%H+hfz6-)!rmZx+oi?W6lk7lD7tOC+ z1)XrjWNb$J$~J@d-TWWCh*Dj1N00!LFf(@}{81L{U|`Sv<=ASNdbwQmhVCJW^Rhh5 zx(eaVv?32+T<^;kRR1^?5rFKn|7`+$g&**9OVfo4a0LCHGW}0FqK*-rV^w(c7V1(e ztE#j%fGnN_9Cam`$RF!8(3OCemL*ei=)6C$f4ToJ*z|zLXdOF)Mpy3^Y5rl+&{ZXi z2Lk$qtbYv-#!jG>@;R*QzC%kyea0XBcn@seCHSp3L1zZ53=c!=lc=#{08dU6*5}Zk zN8HBsd~PHiNRgfk1k8;X)Qt^uLl6(F#mu-4i-av4EDxrAlJE?ebcx$ub&4J4#fmBU z&83t5MiehfGDF3d(WvD*Egj2eJ<^l>iO`iZFoft`UN!sPKH?psapL81L$;do4*>-` zSh!ZFA1U;~jrG8N--LJF2}p~bf+8r%mC>H$%MfR^yZFt=Fxh}!uQ-rzGQHT3u1qGu z5r`cH?!nMc5$M35(;mU>Ae1|bh^B+Oq!ab?JM&jWshktPtEPszljGy8l*?WgEPH?> zXt1CMcq?80e~Os&7wytxIp4xV39*@QmwhwN+CN5Rm%Z!39&X%ZgQ+|NRtCXRsJ~jt zYG>(M#$rS-6^|7PXW(JjT-Q=q9OfX~O0|DiuiR<2!qP^p4O(&Ct)UGU4-PB#tT>=* zZ7pP%t*YBUIScuo)5X3Pp{MyxAg*bbQ`GOqeIqY@)+^;o8FO%6GvDS_R#flXgY;<@*XJY5%;{n>AVDBoOX zJ68LWeE9iWWauV=yPtC3bNVInm#FvsfbZZV)1R2dgq5TV^)LiDUY9aIIMooMSPD2B zx!YrkT4vod!w)C1?p+Uz0;b6gfqYM<5(Nc?29L_SKEAW)vK!aW2MnS_;oRF)Jpivg zKM9}1LSoGRwAnPB$qnB|x{Rd3jYXGZtnVIZJbXjgKf5DM*GUJk_YAY zxj@) zGz%Z!Dj-x`C#FZ6>Vd1QTJ2luC-~*kR|ZrtDV^?_iyAI&m*!ovgRGR+VIqr)31F+X zE+fhGV3lx*wqg-1g1|T!DG<7tc>t_nkpuIwA^`YErDGh%Ap=vC&8-~MdNWDC{t9C- z2UQrQbBOjLk@rgH*9@#O?0xrJXmelyV+Dx;z2@!i`6<&mJHmOUz2@L}z?7k^YN~gk z=6BQRp;~tK-xg93LV@u0?g*Q7&+p5byBck+Jz>3Z?sS+Ok;uhY+g-hIFEF1sTov+^ z$eB1UB5lG(B?Up8T?lav!AmTXj^s~$JnfI)O-ReM0S=?e9T zLuj=~%&8=Aeuw@B0g{49JJ z4BB6{_h!xUV5EDn{s!EnBAAZ#Y#1{VNJ2x-P|-3Rqqh*uOHMvd{c&J>{Rc^v%Cxjx z>Z$_4oc*#eb{;EP-%f$pcYLm{^Y~cHMZ+km%z)=DgKcJ8IA3YDj>udQ)JWof4+xm{ zYn&U6QKcSASLcN2TL;QG0%a2^D>r}zP2zjt?i>HM1voaWXWxZkN(#trI&d8waWdVb zb|A=RtIE2^*p<54AA;@S-V`+#HXL>9?u(m>b=D6}1s=YnSE&qVQdxu;)}ghSc+~#r zR)(&u%z|OL2L}hUL!I_%A|5bsucqDtHz7oGV|XnW080BVr2+Xj!c~h|FP!fiXPBJw z)jmWbL`!uXZ5R6iF=_lh*yGRlfR(lmNK`vIc{@IILBtwe#dk( zE&d(GDtcq_JlVeu)KP`1vvh*4>(vm(Pjpc0hOcAQOP|$+*4N3xU*k{ow2JsXO4(Iq z46(GGbI6Uc^NPY)bZc7RWZ9z(Y9!Y$;1Zuk0z~d!{KA=(6f_@)JI0;LFZ(uDjP4Wj z)>ZtXwGGUMWY?}h=cW{1G1LzlpHw(bi?ao4eRf8Y74xw=0lk4W(4X{vi|8v#U{V^H zxA6!yQ=4creZ+UUjv5;eXAn$?-_flOH8RB@KVltDM< z3|Re5?*5x;Kfqt``DDshfw3$qY)oKb!B0j?bKBcI)n!O9E`%vBh7q6~)pFTX-*gSS z$O#)FNNHn5@ke;jbfNk3_V=P_HK`exlUu8E^`Rh(yI{Ry5YnqTYT-gP#L0 z*Wn`JAYCzMq}<0Js;D_7L-ZA^eSxvz&l^eGH@XlHbl0!1ncGGd?QPh3OR}=qh6~q{ z%rt~shf2%px~>gM37d;D(f zzvh4Z=m7rz+BXx<$?Dn4W$ZXpc`vIZ#WQ~}$7QT?FgOgFolcH`hEWVTa}{TLwbHY+QlT#tv^e#eyq`VOr@#+U@pj7 z_QkyqsClR1G${~9{z6=OHHvQ#fc7o6UJ3DUzX8Q@7}FB-2%EJklM!ICKKO3Ev8YHh z^d+K&WZdq4c>n%==a?C(>e_PAEb2%rv=DMnb@)PMbnv%>7n^(Y03UrN=JdPlnI2nv z{=4+HuD~(&SejM9FP$&(H*lzYo-1j#F$o;y$J_-t-fM*m%d41+TB}B>cW?{fig6nw z6b7Q2_-sb38-xg^Sf518dP*Y0@?ZVrpR*o6Wcy}p&H}661BxtOeW!tOGOqSJ+ODqo zL{;B(cG80r`)61LZJc&jinU!ottPEhM^$jyvyT;TjwSG$z6bqNWD8LcTj07_ZiI~9 zZ&$(VxPZ11oAk}@?gM~*IEK(vM7bnN)rW32~%Y3v6VP+bM)0NRv^Dj77nPlPDq6mvor4}M z7~`+05trX5&dQK}I{DoVk*->8b|s5?J_u-v9WauQVee?#4PUqN@Imb%Nhg?#SMl4) zj>Ax*2K`FuQNfTH1jmX@H^T$>ESoTJ4!Ka!`dQdR7*&qW`0I5R*lMsSHQH^6V=-{Z zx&(KiPBE!hmzUwXlB||6hakD>+n&4kMaOLZrNCEHESE+SraN}^kuQ;iFIHMq_fO$xV=vgm+mRZfcZTl0$A^*uYePd?-hXB zL+1HTu{@AtOXfH*&0!Xx!a%#=E5g@bn(h98#swN1KSF-qrqrrSw0uV!1LyIGF+7I1 zi`DwcBvu<7q$A)Eu4V)ThwRe^HySta{{zY!bYDWu4xULg8<&2Eu<+#ncq&0B|`+x z_StJz3q*^<=AQ~FMW`T=yK=}ZZmnFr?z3*`+_c)V@IMP@49R#f4ULxc0HRULMIWU( z??eJ93PMtk07HnhMbD3`yF@d$Ef>-`1|`bRP)MQN6iA8IiNb zkUkcCRPT9Fv~P&n7<@g@v;1p+uI~naRD$m2^W_Z5XXaG1c&tHr-h8u2r+L|ynh!9a82Jph4X*c&A127P0Te zfjq^lx~!^-)#IldY%Dz<)P*}T6yf$7FirBOch`Ntgcba(w4<QkpIxJILMarLRWlp293;S&^o-G+rNt&Max`lZfdE4XF|6jqN6ZP%>n{k?b8as4 zoJpY{KYlzIcU-1e!W6}i_x#*uH~^ZBOuyuhMV{#f3L!v~kUCmetNe8@`5+!}!&NCL zvyFIrPSkt}OxD~$DZ%?E=Imm@je2xNlnRTCT^=5zYC#IL=POVWog5sDUd+CO`J+(1 zvSs!;tNMhG9)U|n$iN7GZ+s>^St;Qor@$b7J2A815M99l4GieY%OAe5L~I$)J!A#k zJ)u8|=Nt7pNT83J(REygpwAumfnfzFtujz56$n^>Ui8nE|1IA#b;^L73wXsy6xM%k zAoES{*d+8Hlo{81@IwEUJyG@QKbI^c{=d2;B2KHL3w$1&3sCN;bYKp{2e1XmLqOgd z2FjfQpkNPP}8hfaJKmsp$fw&TK*#V9B(C zQYYx_d=D!5oC=Y6fL{XDRfAgRU$BiSt-nzU{c8$j!GPaAT~1C5L?mcm+5mUtvo5DA zrMqg7C_p`W@|x+GhJj=vk%ZR<)B!<-641SW0aLJEz@z57D)N>@lr{+jbPaDUU?+SC z*kG&*r-MYM1s27AMERKBf5CCU2UI+tf#wHBTU3FUIN1`qy1MR`_PFhWt9!s(=>%AA zQ9bO-gG%Aoy*z)YdpywR2+m`xb5tKf*l8pg`1tH=oW;GA5>#Qy4p;a(l(TqB z3y#c|Xg0IodYb@Qz^&2+heir0a_?C80oh1@8dsq&vvk!th*G=sfd2Dp?Qdv##Y!Vk ziwz9`;Yl99cS`% z-84Nb>!AMm^Wo&J_Y=^t`~lT>vNC4VEgE$(K0iBBZ`a~Z-*D2+VW=fvXTBJb!reH> z7q$z5+RulT`*YB~pW?xfP!?$CUmU2ub$)V*(ptI!Athax=>cQnBZ zZno~ptZl64l3#5qT<3QHp%sf_9R20lh>6O_7cH-JT{SJqVW8TnJl8IuBW_jwo5;lR6apvRQaxQg86{TADM*>_p;gwq9kesD!0n>oDiMwqF7-b06xzz zVN1jH5=xt^3%X*Z2=_r>K<}>n79N;-B0rK(#KylPG_-w{!IyGD9<112f!4W~Fw5p9OA z_u$!8LMH5U$TgUa;lsfD9xjvyZ?>fNPd><-frX@EC zo)&QCmti>10`70}5dh(oQvph@>-`&Y^-jTl&GpawNJ41CU@;u_sJrn=R!%wb7&s8`n>Jrv72y#Xg#X6}%oifxtGF75j# zYhM5n9p}vpo^-Ni!oz!LCv!_p2vYB8gG@jRU};mz$XYA)N=~vLdR**I7Aqeg97w{R z706ltIr>p7Ap7wRK+!-cb=Lpc4J1pG-C6&PrCvvi zi0@beSn|mDEc@QO9Zl%(0Lnv=C~QAhvSkG#hV`3;NzChc;NJP8-TywAK{Z$J6J~WF zQ0<6HA!?#BsG+XxLPb@HGfB!wb@&YapuxM3(WW$rCdEDI4~PL&j#6>YzVy0ZxEFOt z?zZz+Yc~!c;!_X8r<<=Z3$9zZT*MT|{UiGzmjFP5|+41Xw6KCSAJNrU$sGgbEp z#5XpSwr}Av!>Ni3S)!#Wbp@jm5Q$>5g}s6<&go=~D*^pRlo$4emQ$j+Z3%n5ha=)x zP8o<{1-61Nt3qi+0l=`e!lyp`&$>S+GFp-uQ1SpiAoKhFk%?Sk-fy^2KzAD2tM11S zU*PVt8Kn@J+6lnT1%qcNpUU&XQu`!xH^G#ZAKOO~a9&0zhY!94egw#Z@1~TbFNzs2;@dgOQQOZAKSuVem8o;T8u^z5AD+Z2y z%T5reKePbezUL}$_9#8SOE;9)CrH~1uy3g5L*$i~0GK4ubu;*(pm>HE6);j}B!EpQ&o3@3Mb(oA&C{3Cs_pR(Sp>bc z4}Mg&TvuepMKk946dB;nv6a;$pc?3u+W6Zi7Y#+f`RHq4ghk}6L-=iil(QM=cl0Vj zpZhLAM7?38(A$3K4=q}Twp0YCOu!THb6_>|WZ~~ekBN&4+YYG?1jL5FE0Y+)9y=(W z-T+wGJOf+&>8>;xI_ucGc5}+jB}4;LKO0q+hKt&!(qEVa4CR~MgyGXXfVUbXQ-|I9 z@?#!{=~lS8HWv}o42Ut<_xI3d>T=Go&!TfsY3oqftj@ON(>S%D%1xohm%J=uM<)E_ zVybHdXy9O4YsD-`+Q663pE+c*_vLr@c;W$^$=wGK5R8fZcC%~&7lNp)w=NSS#2npS;!#sHt&DC9dL>8)3CMK^kB zG==m;7KwxQpg!aV$c3K_83A2r4%L@V+a;Sb+65lBE5OBc0@&PcT45dX*xe8n*tU5< z6w`ExcVOb0-8Q9&=N77T9dS(?6={Z!WKB#x8R^C^nyNyo8<`Y~3jKEkf2#_PN?8&iJ-BG;s(;ij-=e|~4v=Zul5fst zqOWH9iY9+=5DOZMUtksXs+&snL8l5Wt3*oH7Z zluRFLf=h~$CUA!%+J_n~dg|;m1&XGd?$k2#X@Eu(!E941m1?B-j+a(tOElfEWf4tN zI5x6pZvig1&QWHx-Kr&pe@a=sE@>AePBx8RQsoVHDMS$~byS*9;qOX;yIVC9tMzF} zy*QKU5-VjEu>1{V*+{-iP|Y21?ENin@R#5R`rDP zR%d5>w`a|=`*ws7F^VS>4K=3(QeZQwm8MZWpPMuS9?%la0#?m9uzzN8d=BZTasAZx|81E5=j-xcTt2Isfb3=q==F%EMiZ$VJ-G+bwWv2Z4&He&+O8w2o zMkkPsdik`D$Se5Cicm}LGBbW!<*Pjh{Ed<}B2{Hxl8+IKB|YDxBGBW8m6^U$g{2!d z*r$AozwR#_i`}vz@TdK%mPmp~Ir35V*P2;03%}Y}q8ndsE!up+=eev_p8@YCP{tzu zFwRZFhu5sQW2>g7mMMph%WpQ7L7CTSrd_f6KH;&slK>rlfxwm&ZE`>Via7< zz3^+w6yfxRI6cPhLD>2ORu#?X<@;D8`9;$s?^a*KKYJb(U7jjODxuC@ih^PJ!UEbX z{!)y`kcz_#v`b@1jTqQ2kVa^VVZi?E5jnt>R-3|4Um5f55epH6baPov6zc?!AG0r# zG9T2a4B3sh7P^B#H>Q|xz1l9IK|6+81q*(J_^j)DD)H_Ub_$UGnjw><#xTnsmI;nN zuPXgTn>~(#9(kZrjH=n(q4}JDeq?>2e+~a|V+fYc|oEma_!9*#Z)R z7}%x0p}qEC72K5$^|0J^Y)vaD1XdO}fluJj7qJrjszakZ!gjYF$#N4+a!KL^_)usg zJ0A|LE&gYBFqEpj|ti&JEXEPhtTd*C^J1rY^<3^<~iRDE76 z8^eT?HlMDi@omJ!R8J;O_xuwuzSA@<_O8a#y60z^%PaPAl0ma#JonKKF8z|#=ZSK^ zCL!!N_rhof?-oEh88_!YB(0BVRjM8o_6piw5HhB2H@MrmU0W z4+l9;qeYHQd=wF!?D6`EG+J+W9q#r5KA6@O+Wg>=#Ymz7FhIB((St}%a*EL~gw=Bm zvp4Ij?klag!Ai|^DXntr-YSY$%(c`4I-u!2*dtRT&q@B9uRa<*w{_~#Qk4~}b7$e8 zRFnkZd(&=BT_+JpWEs(Wn&NNgiqI2(tcipt>r-|n_z>THRn(mn#Fov&ceSW%u}tLCqDbcr;kB*dg635LT!%epty zq}FyPBvIfKwYepJeGfS2$nX6E`LZsr%n!`bNRPDS*~dd>gHEGPst<2&wC#S5A-Mdd zHuFFDo|JWfN7Tq0IyP4N4l->?e-nId95z_%@^=d4M6l7>qtM(Kv^~~B=$7P~l8S(}| zKgZ#tNxE0a#R>Jz6?AOq?6%TVT9h(6^iJ{Zp|!QOOfIlGX{`7xuTUI|&FWcMh+ll0 z)zyT93e+oG^swm0S8?LDxr_|H0LT5`3krg{v#pE}Msj|6l9O`A%k#-g!@&mNJ6CRC zsDdh<-YugiUCgHb>K_XrMbO>%k!RYq73)Z+WR?i+qikY9K+K-A4z{KnZw&w=YVeP} zXf9(hiPb3WIUz$|5TCugRPPm0Y<9wXD7dWYmhq;pq11FSNclmBPeXzT7cs&Gu+7+n z9k+~(i>RKZqA&{aAR|2112U4+g+)^GInGb3#6B?&Stee6;i#R2={aZ|XdzK`bvvwr z`h(5bi4-D{UsSe#p4WS@+Ek?FM8=7{c+tnVOff!|aGT1~1~7n8A*Mh0uLl)ed%GTr z8$&Ry7+CvQmNVF$;4hJmhbh%ctX_l3)t`CqU@E~G%Zw&JVBbH=kN{s&R8guP z_+I%AG=v`5&JAVJ->Rpy#f7#%R%D+_ph9;6Y6Y@NCbj6C(W7GKVEozda$_p*3w(Z4 z^Sw|_c~8t;bc5;DnXjEcBDatbC!&Vm5EGl-(HkLG%W{=QR^?b)_lv!GBibP$6t;p= zBQEK{M%m^SWJos59x<|7(=~c5;k6(d&TLicMH<;5@ANwkPcKG{iFv{S?~crLvb&Cz zi$ZqNK5jt)=>Y8+ewLb|z-HI$!5C2rHi2FoY#yjIZB3e;;2(do_9K1yP8416 zFeclf{fOK6CqBPikPM^7CPY0Ejqd#mYfKqex=wK96(&IW&;U&}HQX^GPj4Z;b4_GF)*AsPwq7ALiym>>fB%1nItIlLe ziA*!4BBIwPA{{y+SzKIr%EjkvuOX+qWw5rkR&lG6FeF!P@zDb%RPnZZLE8)GN1b9@;L)l~|Jaw~mdv(n(;gv$nJstTvPbE6vW!kT z+|rXFk8e<%U^tth@77*HXzIA%&Oy}V!5V4!46_iJlFUz@9_!xaKb5ScnuscNKyVQ6 zq_mjf&0Puh$z0OOYwMm_nikK32tvH@atF2FCT}QL5S#egEyB3np6ulZO^2lfHPVwg z!s|!C2**}!j$o8YWftGiInH^jK%^MQb)NJcjgx{y72_uzZdoYnGwJW&HdVA7Qg3zS z%y-hWzt2Bx2cs6A)920g7)!DQ?z&^Ak(GS7PFc{3A|SrSt9_~8Y^Ragp8m5i>12;e zQv4ir_9bA{LMn%rdEmV>vjHd_yaF`}|BNMpiGy{0x zk`c&yV+aqSrbfpo5hID_Tx3UyCUw{<^*VnQg|)rv*Jnkv)L#Hnmdf$D?q4}9>72-? zjtVYCR7SGb{v#~M+#J;I=`;wf*5C+z5a~2HlUDj02fbJ2d0bHeTbkMDE*2-B3e8iz zTw&udv+HnGh`>xzrkqn$ztNxkagYnRzYJQ-FJ^a2k{4gzdNQ|-hF z0fG}^ag?6r)4-{4xvp@_t(&5A~mw+ zT7csS1QyGpx@#ZG3#Oc^G(6` zYivi(v2WvW3r)X!fRi|h4A4jWXgQ5PUjnLg_-i(C3HOFxfr!p9A0`(q6~q>N8-zv& zpr@d3V;)CfhhrcOW4Um~fg8fK2UbI*TO{T*vlz*th#z%!*eTsWCTH%$azbcA?a5ja z4f<0MTYp@mi9@gg0|2%ZH zaKJ?46Qbs#{^yaXD5tisn>DApxh?dYhqa3rH4k`FlT*{$)79I<(%KVTBJ1NNujOU# zWepz7Yw=U_|8s@B7B?3)_ySjpiE+xgx_E)7<+!P#FRsZc$4|{8`0pbgYHsfTxJpmW z!ok`SdZCK7mpMNdHTZ&F{mL2K06#Z1`1=2T<)P;P_g?;emY15J_rE;LN6pXoUw#F5 z_0MgATT%CLwbZiqGUQa3k>k|1_VN1n<)!}pA^q= z;D-3PjHx-L!Mg!t;YrOW{LlZ8_i*)g19$z;VEyw8rxvHShq;TV8+6bteL1DIIAyHg z*jrj_%1eP4);72B1ea)ed3alT{X4Lp)Iwrn|K&q~zVd&52y*sLUe+F*a!z27Wvne- zt*kkftzB%r?5MeU1O=df_Me}jPwu3yk}H`!MmPFQaOSq^3`KITpjkydL`Y=@2DQ3~ zDV|(g{tX75<`xt4`ER8uvF1kWVQ;??$tq*4(cfe#yt!HACa$#{gnMM(mmXze3GxL! zFfh21+QK2{Sl_NZMDH$Q3=-s1ZOcuJgD4Z#jjzYBv8#X1cKh&9c2OpN)4Hx?sQcF2 zy8}78Z3sKirl6Q!;*cAk#!u~(R{ws)DXY#whu4L+o@D#>d|kNtFuxC`P#xyVN%Zsd zZZo6XoqNNf@W#%c!9&g0FLU=!({T##sS!`A7QD&Be989quWeafeW1f}NnC^NbzD&y7_Tsqb8#@_Vf^$Ou?a5qU+Ml`O^3|ZBnUHj0gZy%l z16D`pIaj96RV=}r!P_qoLvI0L16P4x&s-TUT&X^!>c)*%Em(NAn5d|Jz3;-A9rf$d zH+lL#sDNf)j!~4(9@4YaiV@$|kS68Joc<&=d>B{jT)pmSTjkpLJiT^QXMnaxe6Hnf z`gWUXT5Cu4S%qkgGeKgr=YnZs^}1onY-;cCq@W{@HTYdj*RDUs9~~wZ3TusbP*(;D zPt#!^=1W)3tmgil2UhXC>DN;K1HoyL7!~O{~1kqR($(Nv+uXA=X$^YlKZF9 z*|#TZbGAz5Ub8K0bHcalxLXeY=sLlZI<(2dtil1=+=$N*CnHXf#52 z%yeW4FQTNcsNqgZ&k!BJZ`T|J^@z{&(O<0;4v_V(z@;bGJi?5uA>t!Tz-HqPI2X;W zv(dLyiNKt{g)KedW8zN`BNby;cMIrLcVaIbJrY2au2_$w&K@9TCaDd=88I0Wu|+8w z345CYZ&zIn%jP09l_4l9mUA-{$4X{47JzM^z;T^4&Mu5W7lpQkC+BqUyZ!vb^EhMo z5%o|+Jw-W$!fL(7M=@mfZLgIQ*XeFC$yrSVoz?(MYF}Qbzb?w{TyFV;<6|~Mq z;F7cvVhT`vUV1|GlKx7_j}@b4SX+fTuI}KPww`ym!>1UI>7eaW+I-_xVo-`gq|r3; zNNxye)2UBTGUQo4FR=?jPhh4yviBWLqpQv_=2#eEc7{J{H<2|%JfbvM6I00b_@tbN z#ot`AMe&_iI%11QgYmQ$XKAX0l|8ofj#;me)?~RACnw9jBg5P_>BJIpSEc`kNtYMn zd`BvyiX`ladQmCCoP*w?)aUb;AM0@$PlY*zul9<4w##}0skz>41WvlB-3hux*e=A# znHqo42`<%Y`9@qt@aMMe{%^G-Wx%j2&!xsV&2R%xK78D|e};$j-k!mp#e&}b=kkR| z^mPK7|NUn6&kpjRarB?~{2!YPr~2Sd*}|p!ObTOo`CKI;IWV(H*~v!?gszo=*-8<^}hyZXKfJ|L~fKL-E#_~ay^px z;9-Sycu|N}r;Or>DFPYB-y-cV?=UgoZ$!usCW>2eZ&wPWO7bjD@PkeI&(86`-pB^y)}cfwYQ(7f^@zw+MB2P47x|q3ZaD;+7)= zUBEcupi>)>KPFwzTjlz;#KX+#NK!k$;}24yFX_UrKI#Wuv%ExMA^jS$ElmE^Nb%3# z|7~vcPX_XTolgH`Bb>VSR?yv~Whnp*Ox2Lu-ck%>t^#7Ou@Nfac+5dHt9p(NBHiC5RJw>ch zUANRZ!7U+G5v>sC;7W~RhSDYVAxXh~a?|&ab|D?5uTM(ymqrDz3dN*@7FzYC6pDj9~q%mo+kO+%j~f z_FVVHqO{e*Q_txxT7=AtmLN!6#QC}ALEuB`$RM)vibaDSOZph3Q7Gm^hHfWzXZHBs zcb1%KTaOMa1`0KL%NQ9xN_5#ijOiNF(?W=A7};IeYijMJ7UY*Hv9DHBdnr`0&yKL(Y1>%{KMt!cf zzOnB~t2z6dkHMlPoQpbDgl4p!I&Y!8++@`>=w||0^27Jn#vgx6SVe8}a*NuF5Zp<0c(x(77$n7(* z$(XSz6~ILPe$ZmniYFCTXoKMbQnaD^6k5n;id&|n1aT50Qex2KLd(#%L?jcw`M{4I zgTjQ8i0~c<;XVADSnD6^DCAc7GgiF%r?#4zf00iurNro7@jXHap2I~$N~JmwY;z`T zXk&=UcHOh3%s;Q2VN<#3ON95(!=_P37Ba<}OY8=6q>Q2%og<=-rKGt%1rCv#HE5!; zy;@jp%$(byc|&v_qfDxI+JHi_rI67}LRv1)K<+qcRm1UOV1v^wW_YVd7L8kqMUyRE zi3o0z@#T=NFPkaKY87%W@_-8yX5SeT5hgmDP^6iCZXs9XT{8~NE8KX*b~o$?X;INI zR(KB0)hK-T(*66tA{lgqzBGww!e(CcG`?Stj*J{7V|P^{8`Z>c+7MePN%x#6e4Jqn^N; zp)@tW%1pVITU{_Qv$C{Txo398y6K~xu6js zB~x+;|1}fw{XDU1F}2U57-@>0IF1lq6w*3dp0brJ(}$KcwJ|wrMg+VJx9U8^+|31C zNkM!xRn!{XBrEhH1ac-knJkzo1XNPILWR#So>vXQHSpvq?hfQVm8y%`JWu%=mW!5> zq(BFUhm?DC*ioGteMuQ#q@In0h}iopoayZQD>NB(zE`~Xn49TkBk37L>?lMY_OJSE zQK^|QWRlcl;=&lysO!<=Q46Zou(yYa@%^dBTCkJviKtK+=iu;ZQ2)xr7@ca5hR?8+ z+aJ;F5^NEX%O=VDsgCb^UYt||4)u~<@x{UOr!qTv(N%l2YE+_fmHnTwT zrj$m!MIiBktUIUN4eE1=6v;5S=Rvt=a5&n1G$UkI@Mg?mlE%C^nK3XCAC~{3!j9p# z*CnP$&y*X)Y=gU4Y?u=A7k++cubJlDF(@`@y9UP%|D-5>Y4pxhksR2lgT8ZDXw#X+OZ8PQ30lx?-Y+-OMTM8+ft z$<(Uwa8yHn+>5l)XNoj=MsKaYu1aO1MBuIIvShL2bFirg8Oc!p4**R-vcJn+#UaEF zn!Z*d@EpPi<6}7=!=n^O6AVxZVK|Rt444N2u*o=TODzsY?CpfUd13s|wzI#T>v?{z z_Xl%*PZ@ikM7p0^?EDed^K*LmHBPsev$chNJt1m_3nOgION1ea6DY-C6bF_A!AR)v z3Ngn|Qy!Y0r)Uot=!fB0KM@HE!?B@gG@eRjp@bB-!Q3Dst35;MN2vgmLOEo)A00l{ zM}+k=EJo2_9wCg3qErke!zdBL12N3T**oy@w-$PTX=s0DMDdk#^7}?q_YA9c4yzl- zRCUwx22=Cx)~3%}TE8@>_~vxm4@|wkcj;S#i=7NR%Z3q>T_A)p7d<}Cf*68iNt7iQ z7-}B4P$VjTm+K`WLSclJ{a7@SPDz$>BZvqk`AT<9V7$2X(Ba&C~yq^~kr)+J|Ra?;Sg^W9&e~WNZCoYt5vr za!R&U*Rs{TzuLUF-mrJa^#0vr2kskHeSPZqkBkE^c?|Dj?xQR|665TN5Xxg18z9*r zm?0CwNuKm^l!v7k#T*Tarz>Pt>medQfl&$Z;aDsVQ1W@fQr4uz8%Sie7hTL36Y<1q z|Lv-Xe255ANOdr=a04<-g3Dx?NXl!V4K4Q0AI@pMsBhh6Y~5j!?J&u=iE1>->&=RK zv$D>rs6!O>cKJ4&e1}2w-O4?Yxvx&uVf zANYpXhC`~L2{F7vsOKmm6=FE|wCmj4Gwt6Rmp9I|)|y%y%q{hn)_RMqR*<~LBCE2> ztE`GDs}fXgQ`J~hb!K&gL9`mr0ub@@><=&t#j&XgRIfivds)!wShL0 zD-@#%p%TP!41+|Hp{2bF*GUAU$N)olIUH&bNO)p+FugeI8~y9Vp|1_JRGyXp&$;$Z z25r@xtijZ}-6U%ih$t$}%FSlg&1UsYX3gi!nwu<|Tg=)mX6;s^w#uNb)obf!+v;c9 z8mG0}XEcp^Rh3>=HQREhvF(}Qa8t}R9>={bMPMujMEo42#6tWg#hw5u)VUXk(Bes6 zY9{L;BK#fEeTAdZbUwElO|Fy3@&zpyN=1lMKpf(7P$WV?-Mv=V8bpAIpP{`xjfP2{ zS&Vt7nHibw#M2Y9x{=n;jHv#{%#oY*nhJxW-UwzQt2fDOO^QmB@>a8QlUaR>s7+ua z7R^?RroybQGO24!np&f#4rI{Oo7DA)wiZ#>=nvG5zWaIe(HHO;S#)tIid!S>0>k~tssk{!m6wgqX~qSYOA8grl_?kCDnuMf*LIHZ8NRArsQ9; zoO&)e^$u@8kq%BIaU>F42xB-)a5xq5F)=?ECWM_zID|8v06Z*1ioW1l13maIsM=Dg zl(gOGI+q>AeQwM7Vlfg<& zp3Mq-z^-%65r~wQ%BgGysvc?Nh0Qz+jWO4`xujHJ*n02YkUQM*hi zxr(qNE~9{%NE?m7Os()ne`6C&{#7_zW(0RfL?aP~?>t{hf`7Sjq8oTdXT<0Kb* zblorZ?rWTGskOH3u(jT9QPk-*x6W!e=~Y_{@``ICVpmq$)thY){k0JND@M8u8)Y+oncv4G7~81uH8U{ zb*OSGlV*7iW(=5yfP<5WeCXbu^$@`z7!fE=ia8sNh3N&(KR!RPXGHsr!F?50?RG@5 z+uCxcS+?Dvs?e)9)TLNo^=@>Q3$E+T@zQdS}A+pL;RR*3%UT9ayz=21WWl)p7U~CkO5bK0~ByyaMo8W9j{14+Ld=<2{@O#=3SAH7eGk} z1_CJ@A>vq-=)10c!xaz-;z5Ao4+em6hIg~}lQT!38&lk?SJ#`>^;X$#Yx6yp);mm! zY6BRE@;0NQ%A}}~K&$B=zhbc%n8`H|krrxGsWcxBQ7paDL@<;H zVk8>Gf*cb};yQG4&$Rl{8QD&Yw%!Uu2Si$c$SxRmBj8Y00Gg{MVqYa9C0&YbR>e-6 ze78+@hrQ)?XUjHsOO3Oo-q3u{l=>O(w1UHo6i@gV8i+u->Su7MlDsSwu-8R|Tp=PI zU@6xUO_t9um6!6l8~}w1UD)BnFqaZp)m0K9gw<`aZGsD}*hR+G?dxpdzu=22kIC0?Xc{- zSEqa`IDH_3&oZGP6sq90z&d;^;R)d$9uKf2ahbyXDu}E-AfO}?2}rsmGg+sx2n$lB zaypd;pp@7USc~IQA{RlqA`xLpip5C=qj{30=KY2?gZ7)2)@}CIYP$?ZvH_9ru*z?@ z3XhFeMZHDnoP2=AI*CYCiA7ltGAZlK>T0X9(k82LHCHS&)dcr#^X=JX+jE~@`6M>| zZj_kh!hryd2gPlEK9+Qcad!w0a2rVkUV%}C5WoIy_RG?OR4xw&!U~tzh~1J8+KAx9 zR=Pig1V!3%u%b2Nf9ZueIL(p_Pm)ZKi;ygdc&7I0v|&8kKVyuWper?n!`1U9nM^zIj?)!z%uwnWHjp7#YQR9w5H0t~&#k)R+WY_7O= zBA2YYfZIvLQtIy^0(xt~A zO$6RkTqwv?w^iHQD!|F;Weqb;4YN%(b4^Pwo$VV$L~IMw$#l91)y0*GEakvJQYn_>F2!-( zM5MRj3{S9Of?&K%c#*`$1S0zzJYAYD4!3ffU0rKcR~r-!GqT-N&G#6UU$ki- zv1z`7sJ~)Ye-#mB*F5Sx_zmYF(4)4ths>J$P3rqh>iZ3<2lVp$Er%Ws^nN!!_sgQ^ z&4PPxVL?^$9f|7p%%6IGR{6jzc)YgF_Jf=B>a8Q{2Pb;}=<|&6>>|(l7|Ji~<0EjI zfVp#FRel4BT;Reo;aDsq^n@>ybgd-yG2ku*0vU^?OsZP3hUD%xrU7*9^~NQ+xT*cgVB< ziT1zh>-*(G&kLTO=RMueFZBMD7<(yU`*SJSTp|<&Z%f84&w1L)-u9eb73_a$PW#9- zBnEA_*$!^etE$GdkC;dI;sJe#^+GwqL-I?Y7cvw93c0aFgh(n9p?NNrOcXCy!mr-< z0PLqwDuID8+~sksA@X4e)<=W`B2W=8Fkuglja!Ca8$GboA*&2(xBCv>ZI#_Q@$UBN z)-O0uJV}rICT-eVupcSd&lHf}BGQ{jdh+((0?5% zo{VE4YahxwhBF}NaMn4Tn;*@4#_|hedGB!EH<0)D^5QBwToTH%x5gO7$ zr3f*F#v~{kLPXg6K~v&&;xxiQS-oAgZLW3u`2M>WPCXZ&d8g<)bUxU19v{jroK4yXlgLoY zK9qC}C7r`5*NCK~Yb4DIImIyzJh&1f@$~8*j=JP8MA=VI~Sd?S~811G*o@m5E zyEKNwkIl6-&hD=o-&?0wKEj-PyAQqIw& zV=VO*Pj}HC5_W_jvk$ z6ZTF-D1xUso~AeoXQ=>7`-El!_*G_+VgL%dQADJfOkPO3AihUSA3{XPd&{My5JWf> z-(VsH17*HYS4u=^4rRhYHsa-D3*nFfM--N0j~iNcO#H24^xZ~B`;&>OeM|P6_RS<_j4%vGhgsoH2e{y@gk3`(hMlKb z55@Qd$94I;tXw-3F&&~qk;tX}d6CGnaN&PG4}~Fw^^GM0)`2sUghEnS&}M=x?@y%s ziMWICb=%Ips@FVXlI_$TsGDus?eBOtt5Yo521>S(qHVZ5NQB{mh_HAlxcMM05}}xRigAlJvhhTus`*2SEDL)ZAj-fS z;Qgp{TMCB0tllRgUBPs@J2tE#0;v^)F&qeG7*uG85e$pQL%v+h9`c`Yjr~D)7%Gck_LH6DkxmPLT)6H6)qGX4(0Rt zi?$qzEpL}=6{LyDJdRf_aCT~8Km{TowzoKvZp-%IJ>%AYKgU{0=FNUXn zn=<~n#p+SJU9z2WWsrQ`JThQmLY(SC1M z^F7m%AMrD<=a9dkXI~s`dHC$R4?0f25O*C-v-1(2g+dy~aSRLMM1UZK>rF%!=$ZxS z%beYH3OrIGkq|DEUz2XF)`pRI9D}cd24UJ?(de#*2#wJ^N=JeWhzA=9a|>~NVqxsf zapgnP%~eiq9U`x@%Wj|D(>VIp4tv{oQ@WP(-u|TZn5X;oG5Pm(2Y>82^P;c+MR(T^ zXAeC#sr`!W)HD3-A2QaKg8gU#=_*)f>*$MR%uCAXl)35jjemN?8y!USpySiQ~1pBhQC(P4u01@#XDM1VeKLIHx z4toD0>l;9XX6Q&HoXKR?W?T}HLb(hDO8`TG$Q3{I>WI)RN{3N8hSG72jzVJ3VTPbZ zIdFj)MzUOs%R+e;~OfDRc zx)ikOP4DQht(`xaX@3eIe>vx9EjZhA)~>Q0V#?Y0+zIU50cYpy_Kx3q&%MeS-%KtX z$OaW@pDgOyPg>sg48QCh`Var`%ZB!62ls!&)${u@F_Z}{hIpaZ1OR}CaIYr3cT4c-zn~|+n#1DN$B=QvL?Y6P$tsc3 z(o!;$hSENWfzhJt`OvE(5+EafGLDlej*7={uXj!{e*Ce?L-mHX%_ik%=bArjRn~=i zpGXeK2s?D>QG-Iv>2Uz&jdH@3RR-Y|9l zdtm&vG@{5_j+7leMWmaZJ~ZFEkC@e>I*q>Pt)tEVXYU^$-}}dJAKw4`RM($K+rjw4 ziKM$d>C|w#y_OTdaCN^Pc6P?7dEs^rKt#M91WvAA;d{f0Q1pdc;-r$P)%|r65eVx- z-V3P)j^P{np%^V(V77qrBpHcOT*#wC&i>yK?M_4ct+pdKThyO3E4O%#-5neKac<_7 z?94kkqq5{YRbK4Pdb+5&_NmTy|N6&&d+NJi`}#M(^z_q@e(TY@U-`w8L#N(am{Ji2 zW!S1t+1j#}_7d`50qIDXPw}QxsIGnd^xJR#$5W3#QvKvNw?F<^;}5@c_nWUi(|`Ow zefq-@*QuoQSi-8shW_Foe2bhr&iHM@6ccYxvCe6>VMK&044`&rSBWf(mo^AQQc0HQ zG4XC-8%;#G($9+umzpFgKW*u-bUrt(sW2b;to`s!R?RJDb*1O{7eXUH$?D%I7!`TT z(X9Pc9680z9bFvP>IT(+efxJ0{qHYV>}ssry`z3x{qJA;xqW&Nw+^MeqiJ_{+;TW) zJyNtC%h^t(koRKF9@g1!ojmbhuRUK=@!xA}KT}u#xo>^zf#!X$4|K}r=T5WsuDGKk zZ9g8-wUT4|(b;y&YY~j&N*>?_5djvYz6MM`^=x4(X!3eBHai>9bll|al9S65qR26fI8uOuDf!^;Vb#E>^PeL}Eu$~T?PsE)) zWy-uA_=sIJ@#wm-f7=2xHi_7gw)(ZQ1^61j9P7Z2f1(moQg^%mSc%bt#y@lbH~80EVR zk&j0oPNW=9CK!&pAzq6W8mV}Mh{at=^o;5BPe%6Dnw2*@wKqAmw^`KHI(fBD)#&ee zJgNKBvg1U_*^_Z}CY_yW&tNV%o8vsm4DSomQ?B_biwnh>Y$98Nuov{j+`5=+Fy-vb zIF4oQ?J4`oxZ_O3bv8*@iYXFK$g|*>nw~J5jWia_MA&d}KI%0^U1L#8ciz>rw9u8d zpJHrXv>zc!^ixHoST08sahhfDm8@?gi75k$mtZ)8Mk*woC8tMSUg}zQI0g@Nm2`0!d*h0WuH0inn*i_Qb=FQ z)|sF0%Ddl7I!^QRgDmQx*5S2ogh;U~59t;Vk#5c@L=$o8kdF!-EqtSKNJIiWk4Kqk z)Rn{Dvz~Zn;+<-jY^z6kt5aQNR@WNUwH8giQL}5|9sc)Re10_R zn=S?BmKUebJ4Vmj&MsMcOO`V^Ye&Z3k@cKO&!0}rpNV+KS$v)nZk+OQ<5)`sibUyx zXlZ*&zF1^I{kp zd>zlH^!swQBUx)lS{USBPzvczBb{kmXU2LaZR<)QT}jB71a&9uJt7g9_I*iPUmWR= z+xvw_WB`;x26D(?**dUn?pro?EgR32Eu97AOm4nAC!lA0MsOzkndZevkwz+D$X}d}LRjlvV zX@fE+jDHWXfbmZuX9OYw6p@GoMNqe39e~Ux5$R7L18W5@X03e%Fbz{r$FkTTdSl+vIBsD{uXy?P$3)>$B2bhhTVyhIg^rD ztRb?h)CD5ovicI%-UK{~AmY~kgbkkbr>(tNYfsMF4Io5yXKj5M$6(Sm6mbnl++(r8 zT#Rrsr2i8p!Z2VX(hWJ^C&JJ-!azhK6v|LIOGH?2IygJu_m)oa4V!A0Q!QMQW^1iC zHB}p$wpvs*W^LV+tZuaV9&gvL6LXr3?Y%V8aVe3Uqqpe!f8?EacvDxN_y60S*_~t( z0vOA(EjJ)QD3d9f>^rlWne6Oj^X^V2yYs$Nlby_@Q4KEYy-O~Dv5n~gLP95WQ%pAo z7u>t8u6uQ_x@1|B+xt8B%EmS}EfAi4UOnIF5r$aO`P^SS_nhA;kG7rdYd+7u+pZh?eWl&T6-@*=gy* ztOo1!b0$xh$Y_H>L}Xxq?!QfYE&IbR_<3YmP}z>w!#k~Af!-j)En8qo0?MdSHF$CofA`+;lfmhP-o|sTrpsjOO}wp+=xHO3 zy|~##b*i(B^=JELiJ)~yW7EH}<=HVJliLM6IYGjJW>ra3x4*a9+jzG5aMta5PKKW;2uQdcs+x-9+Hwv5W{^RI0A-qr2DYCgUOuPh4GAB6D?PK+b{%_qYU0;&%= zZy)r+_1}CZ1U7Q#l(YI6cJl~Ub;Mb7g0c}5M}UaG;h3)x660f#hB=$gJ6f*c?X`GU zD{e4iCUnErYNk8MJ_9qEmPj;0pEU7QYy{pKHR>}GCPSdNE7Ehjr(AJyO8vAR@=n^PQvq zJIBbI2YN5;>^i&6e(g($Bj(HdT2F5?UHQUQbDRz+{)W?#5(5rT(-C*mQD@UhN7H$G z>kWHHBi7rC8R1$XtY(K5EnR#D26A5_QJio*EgL~Msf~8C!C^Fd45qND*-}}0b>~~x zH!r=taZz*evi7oNjiqyIOH*zmGg(l%eR0K>#aBLiqw)ABL{+i>&S4bC?;H<8M5sF% zZaf=pJ{M^{H_%evf9Hhz=0Wo2As-blJhzV#*AKg{9t>7PKtCJ2Q|_-Xrz)BguI6LT z=Ho~~Mw`prX=^>)aDK(btv{$(pHWx5uygB@*3$Wn#p(5>8MS5eZf|}0+Sd61rE>4T zc9&=R?raXX9u7604%VIx)tnz_yf)l=BT`@CxpLTZ;q(40`-kdIjI>`EY&tu9r+m2b zMELaQp>z9#myYz^JQKWA;i@Tj-YExXMKoQ+o3Gm2s;r$27DJ~QfS56(#bLBM%rPQ& zI{<&fW`br>d?@>+j|f3T2BHop`ILxI>&ts>)^4lCWU^oun+eBnm^zCteED{H$%2}) zm%Deq(pkEoz3AoEP4gN{=GK+Xt=f`au_?7;^P<}Qzanq(BW-&kt>wY$i~YB+4mQ*b zHC6|%m$&WS)KVfhZI!zYZRoqWCw${j`0VGQJ;k14J+ZaWbzo=zmDACN8_w!WMC}!4 z!%auiEv&W9*3o3`X}6dRCX3l%r5ZS*hIH1^E%vm&X&XVaC_rTN{s_GQn{+v!DiN!- z%Van9VvcUihWk3)o(pwXIp=n~aeec`jvY%nOBQx*e7Sw&yp~OK8%pQZZk~IiB<UXPo@3%@mY0v&^ z~8S2)HxdJ@Rnw*qYdlsf=>b0hS6r~1=;C#sb=$C z9N#PvYTqb?5>&H~?t>dfGmQgIw`&}cCyNFOPlMIgZNdya7+OthC9Q5(7twR3shnN4 z>&?2dSK3N5Iya@X7p1opz1xS?c8UD>jlt&4AOU37EXYwbrrCU2BLp*PrA5ox;W zYrE!XzhJ$!ziQ*Uvmd{8?$2*r{_kJh`rxhFKmA+npZ}v~VFm+cG9n^YBS3-hX2i^9JEdnzgr57IM8rN?BvSV`C(P}9Eg~2q zVzKv_Aiu%Qy_nr-gEWE+;XP#Yq1Mxxw|BhJP`0S0B(+w}JJAPTW`PI6TB{iFtRzuCW zWogr{SDSY)tKBjGQc?1S;)PXvf7N?#mA|Gi*to;pdC+M&={22-cAW5?D>H538rH8d z<*&il=lFLh2TyMwtUuvuJYlOl?rp9JbW}Mz>g`>vb}&$r35`7^s&fF9WKsKeEYH+y zK^zGL0^^B5jPL6Y5l)g`l|;>`Jj`Z<2MFyFMJt=FW*7*}VnXMS*o_!&vg1}8hFc)@ z?D80EvAP3|hjVN9{O;zqUtTT!(dEsrTq#Sxu|4J1uGE@6>9wEFt=ye)Y5V+ZpS|93 z`U7{Zwy$lMzx|-E?O3$^)L`4`aN}3ux&x8wFQc~(3|1c5P9T``4&8yg%dS(mjtK#`zmHg!PvE`QAn_O*&$<|Zu_Vax`SEA-?Bj(E^rpqIS z%LAR4`r0b|9ar&|%f^Pw=Js2JrOjsRFx$FN?`5>*6D|;o!(xMr&q;|eTQRhy!)$$a zMBHw7BodjH2wF&wO*+VC(pu|BCt@8XLYnPPYMs2R+|GYFxAPb0_PlxS^S93I`|Y_yD{fxUSDfE?^kmW1sw1s!6_&1R zM8~B-`^6z+<%qQ=VyVHpD{E@c9yq=GvqM`iTs>nWEjG6u>T`qLWTF~h<|`W;FQ^+X$Q!Px8!Fc~*X=U)Ug)+}Z#}i+kBU{?y#>1}_FuSts^-?2 z&fDcg+YO?-w!Qu4nOmoo2a12M$^M-@tLVt*1~+N-d%EpVqoT-Rqq`?s?eIAe5u?p* zvSC!~`v0GZ01h+Af;s~eR)B(tSd9)d5a}ii9hjlbV(2iNyUb=N+%TKbY47pcTZ4Fg zgs2H&H~Sp7L+<8q&=?4lmVRgc*~5$1{$(lq!~e?Ti9avib!PvGi(g%=EI)GjgznJx z_cn-M<$c6j`TKtsWab|~(&O=1y}ll5-NBeOFjQp zRd$+qMLhqL8LR)ijI&yK^l+EQgL?utGvTlhxXoe5aB7wt8{dq=LUqKZ+X+~o&<@at zlnt|?C8mJ@y|3pk5o*a+us<|bC*GgzV?}l=MT8!KF;cMuTufGKp2=b|nN4PTr+~TF zV(zh;yY0qq+|Xn1f>Orj4D_9-uYZ4QNt!S#MJGzvidhnN0wFawVDI*?3Mcb9Jx#F#J~ zqmREF>i|DSWDp$JK-3fPW7H(@Qy_BpTgQHmUeK0niJhcliQyP8tI>>`thf>CSJE2j z+jaf=I~xm=#kowqBw4RuDnxNIeu7RCUm%-NB>hf_-wml&t4@PF2 zOyn*U3nefXDC?{k!r}CE`h40`C*M#@lO*g!y_BVsC#t3KDp7)7ny_9uyI3)!R1TW8 zQ9M(g&E%~9^@f5kn_C)jj|KBPEN%x7u@H7EG81YQ8P-KSOB;djKDO&^c-&)bKRewg z)8qHs!RbDU3i0a@L9-lI6Se2bh;|~8Zj(Q7$LG#DxbJ%s4oi}oq>&_PWK6YWj#3z} z5yj<6Us^ADVT1UE_2L07HSqb4IStU+VOA}O*ISSz%wIEI>o|z|_kuL5>^TZix1n&EEflpmJYI({fO}mghr{eJ*&RI&2m0k0-2h=y*QuvP1X5W8TxmuFq?InWdvIuQ zczAd^BH*?BeL?zO$+IAWYHBbDbPP8^;5cE&2qQ)qJnniAvA3n>of2(A_J?zFKTVZz zQWU}@r8ohIs6_E<5ko7E*NW!ogrI~xN$Pq!ivR?>B7Ky zx$Q2WB@{Z*-t_U#;>DshOu@<|X?BX7o1zdQA}VpbTAZLkVrWJ2S}+zNQ!8TS%ThNe zlJkUd+!ad%S-A)HRl;v~`CT@Tx0mqu5^f{Zszfg$;xJ)QBHLT)B&rgWseni zVjjOe6uxFONRI6Psf?W_T*cDlrs()A1&^f=GQmL95)e}(rX*r&grIm8KTgSI=84jZ zLx`|8jqUyOcu+ua=g z>$Ka7HEMth&gBe-`i6!l8_0Mf!z06kLqpMlfxb|PxNmTOq|bmpg~bL}p#uyL!)>Ei zBg&wxaCK6(K@S8Bv|X1(wtOfE-O#K(hFHC zKEx5GO3YA8K(vieL=coYO5RLaZk&e4+8|5L=f&|?q~brmct5Az z;jy{>reLVe@4sQU?XA1Da__cZU^*xsIY~M;Q?@3N^YQB{?y4_$?X9n=b2+;MK~o@Pa`_AxVRN|PeeHw? zBixw7g%R*akkd|(n1duyn@>B~j|FuUL1+jI5<1A)9%J-KL@0kuKm>spaW9VHsX8~p z55b^Fx63w7GJHk;Ahnr0($^pH_D6_t*boX` zb6{I)ZmvDF_w9W7V*aW$>Dpv1H$l&1>iLN}VWL))s1_q>rXvD@UWlaQF?8JILIJCQ z$B<a~ph(ye>38<`IbCiN z2GL5l+(C}aX-2nK9-9b8IGkP&j4;^9z*JDCBm%z6nb(ZE_`})-@4v z#edkgG3&^_{LAH^)m0sCZ#>!4e$HyROky{@=4M-Oq}DUaEbyP?9Xq z`7ZC1zvukzAH|=>7jhWu`E&C4bM%6Ey)Z#1f>er0A(&nhh{UV16I9trT6U_2og&Xl zhV+2HB15=pfgtmBjo{zQ^nci0{K5Vmt4@5$zIa@C?JVcgarVWd?2AV@7Y@tMA3fGm z*929h%VQ)-bY!0movQ??fZg^uMBpkVoX&pg@X7%Q5BH?L(-9e=mS;nHHf8;O|2KuA z09rlTnUU)rEBM_*h}&R%L;_)(#&MhN|tCvs&M&I;i}bp z%8oSDcKN&}m)mS7Y!*6KMv?t7h=AL1`+VVO6dfl@js6rwhA7?h0D{!~yoX+-{U}7x zhF_}Lqs@kPSGl`Txp8{-96fiAjt^lvcI9g)6B*5Z$BW8@wR}*LPQcRfAri5) zoMZ^}8cw2`lb~iZRN3Io;?>z8h9(EZ)aJtT^MX(Rk^2$oInIZ(vi~-3%?CN3Z@c3m zdR;Ea1FdE{Q?yyAn?7h2#lweG9P{|R^m)6qrt?r!5<%UVp*HdRQMxg)gukE5vfE5C zB4`)3jc}N}-qybUqU)7Qveq)!e3B|)EXm?KxCK-C16>>P{>K0dGU~DGKq+tBn*E4b*GDc;v{qBat3#8idvYI zCyvh(K%|D;DOtx)RrAu6ymSRGT?sF^DN0U?lFL$Xl0ZssqMFN8a~T?bJeAN=I3AJ+ zXq1Qsh#)8_S{_^v$xzOyK|B!9iP!OF>v^;Dc(d~OvvmBKdj3ouZ>EkvTPsL_YlHL2 zYm#+>gS$;$UoaGPI=xg$Wivk#5xP&N+a2l;Jsy#Rcfhy5v*V9@cQd)!2@1F}MGPR4FJ|NkA(c(l3e(ksbd?}o$p@vW_^AqBs)Cy; zFy9(?TH;#8YoCKEyX!(&7`1OBo*)xX+W!jy26bYfezh5QDpm5BSqvtdQKUs~! z4MPXNUl6b1$EmoW*-8*^j)Kh)uV!&Re5XL#;wIgF5eMP6JTejL+;*3Vt= zbvH{dV(COFS|KPI23(xOQV7zu;tZWAO(R^mUbU=Px1>ltFJH=(u@k^|X@m(H;b+T8G@qWG1TLTsNqHKcSWDPkp132sn};b z+l(%cophPebg@0Qa^nF+>@ghup(xt1GyJ58495-{3pgAOlgVT>8Ykemhlq95cVRA~ zGw2bVJ~U63lc-|D@Pd*@iLi7rr9jcA;3cVefM8LvW=W}T-UbB=G9@)PStm#wMernu z2$R&5D;uXVB9MSFG!zjHXB0}#^OEJ?W&h=M75i9ggTd{^J$^Gzn9#CJ+d~ksk!}}c zM*|bX$JZw^LLa3R4*PsQ3`1R5E#n{7$<0@(o`-0m7sQdSJ}>w9{xtErBsH2U1f^&v z5P@g{AX2mfc%HvO@k)sno>O%~V8>MPSk%TVf5K9|4W;vlJovglM%>wSs9ICy>NNDCCJpEMELOu%=! z+%CJ_{xC#L@RA^a2=BxJng|QZw0nqvVEpG5$`=-?0msWlDu}|#keX@*$Uso`%fCN@ zDGdaOu++33o(T6Yk(iC-&XBKuiTBYD<+(d6uK^KnC`=Qf`g=c^NT4rxud})jk?Bqx zo016p<7gyGp8DMYSRity8C?Wqx+J$D-)G$7D{^{ps*RTTp0FL zD%}Di8TrzMMVdvMvL#S%5^jOpDq(+Z8&qP(?NK{o9QTrPk@pDs5>WL$lU8O>&c$pkffXTY;=|87S1r%VMKWmYJT=f;V%5}_Cb z>&Ta+7s?iH1RT2g>s6_G>F6-R&`pjA(?yEOfkQpUVhT+`WIR@s0CPtLWhpmKoij_Y zVi9kR^5DT{o6XxFu|OP&wQ5HjPwpiGI2*f@LURNt z5anqoG?9B|4A3Qnwre>Y%`S5F7rPia%b5xeAV{G~11JF?8HT(oW4-*9QvEB%6b_w) zr4b=LX(Gwv^Z+6nVLar(6Nu!_;;&rD1tN!KEe z@P9#+4+h6s%0z=jy;n#A?U5&m8k_mk&$a>)h}2XBr|R@PF$*eay=XzPddZgj`5RQJ zS}~0yg?{nmh}`pg1QTNifBdf?dzNt3BK}(Cp(76@60?o~Z5_j7vnA6K znHU`&!)wtGx|!jMe;p#o;Zc?XP)M+p@ldGc7C^+~^*UV6E1hkBDJzQ4 z`VF@+NNd4?GA!Kp*#{E9J*@@ z_a_2ThCVzL1~Ybw=wlI?WGOxb#fhOK6z%lX7FaZxiPP;OJ?@LGP4ATy#;yA_LBVA~ z`lJE_kuECMEiTPpSggw^RIqe0e>FacjQ>fJ_5qqQg5L{t+~A9tqxXNusvDG~(f_Y1 zreu|vsTR#vb7zXy&gHLLzIDs>?p|kK814Bm+i9}^B1Vf5h>$L_FVr_kUGCFmR-+V# zVd!Z^2L~fmJCsNyg7z#7ek~#+RFns@2ui>Y;|~#yzLNq4J353Bh#)FKXkGGXx?(QLg2$gI(P-g-&f!jl&zJbB$(8v(I zF>3G;iNJs1{xEGRPm0JeIwMDX<~A~2*P@Mh_GG6?-tIG#WxS^EGzB$2V3!ayVm%u_2(Qi;-3l0{m@ z0<|n%36>&2!9^!Y&`X#)DHsue8zqwS;nvbi-Q9R!*p8AdyVGtbF}ug@8boK~4##ke z79fv6go?#ann>*J28NJh4E2W~Trf=QFaf$LZQD^HWc&v|82;erkN6pbuVAz~_p zOof1{6rdL>7*ffyvh_dQS@KG8K10R@|8{>rHd&8C1i37|G&xTWP#7}a0*(Bg&-c8! zxpa|Qo~RJa(Td~pWpM>EM!q6BU&+c>A|lf4`I6lCiZ@*B>>&C=aJ6|IWW*mBj6~>F z3`0<&jSSH-;(lI>x>1gz`QX495tL}rePu@{wVo7_*hNBJCy+ltSaEy3c9J|)dHuc8 zq6`t2rIMy-w(VraHoh1uw#|-hqhs5)ZQDu5 z>e#lO?3};n*%z?yp=Q;bbJQ5`rGP-)yO#;xvBWYbCAX=U>oK%v})_v{MHpM^Fd za0^%Pe^(5jjn%+fC_lpPMU1~~G&5k#w@-WUoMGqm=`d5L5qO4p;to-Xt5Ghoz}OEb zs|Z3?``Ukq-_GKD8oVTL6m6IJ(JPb-Ms>WOW6hg(HSy6tozM}1iAhm9fZ~6!m;VxA z(18yP2f`*sIawsTy?SXg)opKITZ}!WDt|GLrWNk>*YeyQ3ipP8cGZG+ASAB@pqIUA zpA(IzBak@k+O{?^@bO_G-wJ#_2j{5n5KuAdBRDbN`+fIobuK0Wh zY0Zz%d@=k5m8@^g+c&oMFp>kZ$slSe#e{&|vK`iB2}zp%0)(~a8eQ+}w_(4vZj%(I zQ2#Iq3e z4Ff91SD(Qvyzxnt{J2;)0xR-h#_DAorRv>v`p(WtovBE(mueYvvu)$dF(gEMcC8hJ zJ3$$ZBvz6PH(xD%9(d(sc5sfCzmKI5+6s#V%$^%V;A}6izAa1?*I%Gca8hGktyC&r zm7Ko-*HjCj3oYL9?Um>)sj(EjoZ{r)W|ofQlL97HU>46}=A&+hLMQjjDI~lxAVP0T znn&U{t7y>r_f5@CqQR*mQ=5*r39NTnNNbBv*YDR#4zoI`{f(>1RPD=6AN7*V;md60 zj&FQ>j6Unl-q4@dQb)T%6$wO{kdGc}v71*`4vdu|yJqiK${T#mD8 z&w&U1_xix!++-UriCu{UusZ&Ffh z`%@&Hf#_m(jLI0>_eYLH!0H{ATG#vDXzypZmX77g`1R$>w*HkjvzcfY9VfedRt?&; zD%^2JkOedp5xtkPECTs0A%G1%L!u#Q2K9d4H~>DHty?g?L2sNYsV9!{BZcDmTD0=p z9Njm6*j^%A!=0c^g%X)cHHSu5fv;O0Ti6+rksopDw z?e_A*>r+d?acVE8coPK#z1u-On@&nbZq*Tag}V#}W4e|ksxn=GyfpZ(LZq_F9$PV& z2z5>+>eQ0d{9Q41FpF6J3lI0xHZ@Bxxz_E|biqC1dQ0T7ALDL!%Uhru>~Kb=SUnG zpnwJYyCO|F&(|mZ>-Vmi_s1sH3`RY76M3JIdxX)HF41J-(_pxYZOO{5kFf1z!W%k7 zcUCJYR;x+6MZu+{(u^%2imLJW-UNr;=izKM%QmBfN;`qCe8%>pLHoUbwTHzzM~|<8 zott^Z`AjcjOEYKg=?Okwm-&zwRX9rt8fvq^wn^E$nywb+#|RC*+ebt=pW z(=SxJh&<@ud60t{o*s^So@BgYW2ap6!>>ckSS4424-Wk)3FGCt4_8nr^^$h^rH0dD_7gMccU(}XWsHEJ(;R{ZA02S z_J@339t3@gS(&@k8fWWGRq)fj-9J>axc}YewzQ{+44`mEJm@ zo3m1$Y<;#@EhH!&dCo^?p9QyK9$xl5D-tPo$Wstal03zl35c?Wxab!HmwV1%b?Ci* z>maZ4r#q5SbxF!Q+lB+e3S>r$0r)EaWyj|WE{pWFDo5}9NSeg^QZjr*+5h1o_*F*b zM!^%|e*D&-iRJNot;xR!?kp<$t;fGz$Fe))*Isk=bT15rBl+2Gue>iDe|Cq8*S3U? z&Xmu=Rd`CS)ZmP8jVMYX)bEmBpvs_x*_WZ@jesXi_BGU;Ru4*Chs1j!pYjOoVHlNT zgM0%hBqC4-ndJakLBMUS%MlfA3byFsGy|HU*B~Yf@1RB!xqj3KytO|yh-Ff}EC_8S zG!A{^mA~k@4a`Z0+WNsZf)Jp9q1^5(0&zEzyw;Vx1Xu_5z6;Ah`e8}ANogoyOMgWx&#C5lBNyCh zQMP*+<8rV{(5;e@g;Km?9B~VlFk$Ljk_dqxI1{^h|6kif_JX>dZi^gwBL&$9P-` z9a;3Sk`6;bNOZWLikOC~;Nl9Qn4Z3}n0C`8Q;utyH5Ap_GX414gK@`!&gZ4ArauYxtS^Y%Cgk?Uw`|IOXnxp$yH{f zRpz>uvXc|(rxZ+=Pjj)d0B38H^G0d#R_P%T=H^PCU1m+oub2^2u?*bIHJCs!SA(Kp zOxz6tZby0C6H$>))5djrwMdvDBj$j#Dagce0~RHt5{?}L_ibYvjL0cVCpNB(Ommah z&@uX^6vTBou%*RiI?Tu#-39YzDR|X9DR)()G-U;hu!uEtA1D)G@rYz02=*%Og=^>_ zh~=Vpb+Z%KcT>x>UB?j#E8K%Gj3_7RPjJwrDCy8`7aPEf?}|| zr+|Jlp+!sNX0_i;xUx0~_Jf?DR4-3{ZA?HaShY-?C?tzn6mG%32VO|Ns-liW3#w0f zbI0I4*Kno+b7k@uSo+Oh+*AaT2{)Jah|$qI!F@cR1kE9aAgM@PRhX4}wS!BRCpO?h z#w_XRUx}o!!Ju10)U@Di3ZmMHv3KMgD9cSa>G?aB;dn z*A@KXf-51lK`;l+*#>N2yUEmPilG7VQsgY<=<$+=&;!mqHicBkHVE;PCa_Yrq0ndO zqLmfY*L7Ti(H3Xvc>`_umv&IORL#)&!6riP4+e0!aNs)I`zHfsry z?l>;tB7`hF)Bh__dlz}er~vP_Z}kv^zKsu4E(>ct;lN7_OQK{6F!IQz5HpCG> zd2op+oeOEQY_DZPTsCX&T(pJwHV^#I7dj_%4Z`BNQ{S$$`Djg6g#)ApP2-OkRob-k zR?TG*Ut}hlqO&C@<-icwWz^Q=s5Pl$wpRf@4y*$4Xg$Y2f@;^Q!(L|75`4GcXk{Ur zrlG`W*61$^C%pD+&^n*hD5pwSeWQ&{(X2Zvt8HF))p|c3RN%57U(L4!WurjkJ z^obR$ZC&1xxN*5Sp)dNaej&0GEEG6*Vs26KXjFU21>N4+6m&@gpcRH4q{?=1ly_-_ z#s7#D-C;o`_i~XQLWRO5YI1$UJR_x1PXtyj{R&uy32x9;rb^aDZAU>*zpD+Ss-+b6 zgCno@a)Zv{$*9Uii&x%fvQ$9s6Ut?E3G6Rs_8=dMuJ$+#G#=gYE>nc=@JHjshTrK= z=CsY`Mi#EBnF_vV=$>xThbr3aU*B^0Qr)WmFYwr^psWAcNDBGCWs(lH*=KBgqEUyo zb3x5MTpd;;-R2z1J()g|(?A|5xuyU19D2iakoLAv{mG7&^Ea>ndF^=vJ41HUd*9&k z%VW_KbQlqG3b^a@U4M(#w10+LeyoQX5SvQnml!f+VZU`fn*zh*7qa0;+qk)s727Oz z^}eXH@w!RHlFxkli%m-}uWu>Ul~&jZzK8OB3CQSDPzqamS$EA z36gqZ_Xmmu_0N?IOYIaaTgs?Odr|QzbR7)kgIu0)8Q!)6_L|(QuV?=#z%QIWm{tzY zK^AwyeQ2GmB9zjqvuOU?jvbSARkK*+Rzl(r_MZm>_9eGkhU&;g#~NrLx$y6oCasJZ zmLY>Gvm{1M*W*%RnYIbeF&kch0H|s}se<%I&7~G(^EVJsD6Z=?=>7z@i;?poO~1r@ z?alJ&^85pb0VFPn?6CmV^!1Tyk!>v57KtIzY`9M#@%~ES9snT&g=$y85W|6>wRw}^ zn>&GVz_4K>isZK6fL7u>O6;2ABeh?!>{uR;AqrP%(EB`sJZTOtCfc%~>|k>8ADbe& zdBRu}i$e*RV5##3==st+< zJQ^aVGr2%FXabN33nm59ahCF?hK7csHZI0%9V4Z^>)!7kyX~GI7}UjDv(*o<<_AH+ z?RsIZrluxoAt@^xjj9UD^+K0tXbR39E9^#uVyX0prfJrkol`xLhZuCEB7e>hbX$l^ zdgY`55f|a)`w?fu26h&h1yCNd9AaN`Suz3^%o}(H#;~0@=(rq8^~b(H_q4ukt~Tmt zaJ$?k?vKXcKMu|22a=KwhQj0UdJoMS4u&ESF$&&1B-22f@>tHz5bl-U;u+!8BEro)g&k={0BDw1{ZU!Ic_Ki zbvbYg#xP+u+M47-$8O2mC98__O1UiV7Keq96@C4?MP;HAR4k9ZX>TJ&%o$k$78y4bUQr4o4S&VJ zv{JHqn02Pe=JR9WSl>N`aR(gY^+jp(>g@Dz@9+|K-M44UAB111pI?Y>+aQJU0vY?{ zl4$4h{P^_p5@c_G|Md8n03V;r-Toi~W77A-;d)pa%b_{q_O1_92Z;}HJ{s6p@h3wN zO3Rv~qVJJgww)e;EX~QrDFg|dq*&q!14ld1x=u z4Eiu&%^YCG?fWqk9C_5B;cILA+0~`%{kaJS#;e)ilYjBcRs%T~Z{XM=C_o`Uj@}%t zhd5~T*xtihs*Qx$P{&mvF1PYrP>|L6UtFttcXCcVYzW+6EW!M+S(4w+D2846uzL(( z79l$~+*Cg;sl0vl$o!9pkaKmBOMiGEPOue0Os6VDdki#9VxiK1A%b!w@k_L-j)}tt zjoRo^t6!g9Be6t>yK}AIeOtDKU>_fRfg1ezS%P{Rb$>=tVgCt}j8X?oqtYNdW~1Wb zg03ALU7a0Wp$?c%WeQL-FkpW03>nCH7YuzFp`X-*F=Y%0l1MgANnzk_Qlp3~C(ap# zh)|m&!%paxBV*7E)*wW4&*|W?h}y-5sW8;kR92N&E+W&27ed6Z_la5B6aPBa> z#rpQ}GYARk+=WO zk-c!`VJ}_y1Zw3Au9?q@pt_g=`|?GI5nzRb^9(Yuy@G!$$xwH<0^{B)I;4tWnKPWJ zDERE{x0RJgJ3SEXU9OSngf)6LW`FSuXb>A~d=v*cE2W1?_^Kqu4Z^^}!5KDc>TT`l zcw;f>q$MR8vtbL_vu}X`(Vc_g1(`Lgr!GT??Bbz;U9t~Nc_Fh@X%?VNYBVw>!XTmO z-Kjw2i9m^J1XJNy%F-dZO#aoW?%qzX@47l-gZ_O;5X6(S8$4-BswR00`5-I|jA^VO zF|j*R(qNJ*VtsvmhSW~a$FqV004ugsq2ekBGVod3EV-Q%xW*RDhTBijv@xB*Xi6AS zGfl2)i667jbKjZ7LnaJYp>!r$J!shLPVKkEL(9v@r=$B00p)ey=W`zr)RZ29+yH>k zl@8kRBsdiWA`{ZUANyYhs3Z6M;*~Dz?0o;>kN18)Y1?0Lbn1$ql_&fz1`Y6z^9tMX zoD&|fYE?XZZWSqV+0rQ$aY*i34--5C0adJ7GWB;Ql93UMILFoJpE z975^0OTL)~+U_0xXbJAKAD^Fr0RcHaPpcOf)@`@MUO}|M)>v19M-&(Qiseg1EIqMVK9AlCC9_;=PgGUJY?)0(P0(z7~~V1K9sq5Q7+P7 zlhjEfX0721`8>s7C_R5>_V3+6`HMLH{r#DlJ55;93+okS%}tzNtxC1tyclMS?JKpd z)hZkhm&2H(zlovy(=1HtDu1&0`aueocZ&R@qIsB|Mjp1h36JVNA$VK<%phXbb+#ye zOaqYXcxWI*{gFs8>FYpJB8*55ZiBoTa-mQOadwZd1?+eFIJb2izCJuEr%E{E!tmqA ziuw+>-eS&!GQQc&z~viLIUp)(BQyP2o(Fl7sCe*fvB0|n>HOS@ei<%%?+Ir zUcT370mQ&!mJHbkg+>+F|fI}R7l z*0ko$`&25HCr?cQQl8vff*xp=;CEuc3_&d|YXsL>{V2T<8SObHdaqAmBq+=dJqNKD(?zSRTy~Qn52LtiYvC zdZy@xlWcxonDP`8K`5_!ZO)ki3ZEglE5%eDje5V7(6MA_;JT=4X^TwSXkYn=rXWXg zmK2!AYMP==v2)g8xkk z-ajY2te~ghZms|xI|XOrz*Y4tV=Uwy2>zfbE1$hVwFBBKZ^2O0p(rT#pKZt49YdG` zMu{^1S#c}@`+$qV_RgG zhJmjniXU*N2z&<@ZDap7Bk`~qWPW3zLE;7&Q|T{pqywY<-Z zA2?|GIoz&KNzC^-9*+HgVWe|%yNtG?p10E)4+Bl!`SqViYpOLzpClMYR?qGcTs&UG zp_Uml(dZ2vKDz(WaW#GKf4=!W+>UtG51BUZT4rU$4tAtUyo-9wF2&I+o#%JVqmG@c z;<~uy$k3ty5t)0_C;(sp)54yEiNkirUgVSG%Ttco?a^#J)Hd743fA)QQN-`NiOI$g zXpul~zMm3v1nmm479d%71Gy`sTdjx4qdy7G(C1J=vpBdnTW9(Vy-<7S8qX6?Ck&aw$}Rf3SDKkddG}mJcmMu zSitBi|26|mJv3Gjqk>I}RjZuV7zSAZjakA2GJf0%&bXPw8tS^Q(-WM*8%(XfvF{z7 zGTB^LGa^tjkj-+WlQVLwo%fX((pXVM|7GDF?DL%{w)T9VbC$VrP2NAYFZgXXH{bkq z=sN2XQZkN1$0dUpd6QNv8lzw&Ifu1Z%qd_J(M{W-inJ=1wJejVlb)WKnDM^tZ^$PB z*sN4hiw$WF;Vi9rF4V9%aTGRC^Gvu(|q|3GJN<2h@E zP8GySaoB1I@X}QHUF&Vte5U^OyOr_mnktyLv_x@Gv@n#@8VJ{2@AYu+nB*vrMzjN>#XXdp`TsS5fnWx3NAgrN1OZjof05` zZz4`F>bFLo9<;X?zo}g!D(-=RJBGL`hDccN^sEOFkzUP_thHH9XB#N-W7x-yr$Dg; zzSV|rP@@wI3&ktvr$p7z2s>-J1TG1esqpl!^BX>#^u+Rl-p-Fa(lY8x%o~uitNs_( zrcjH5=aN>{@}YEfdXO0ExAuBSdCmB3Fubv1Chu*sR(Hr4^KE^Y#h0lzbotptcF9?N z5>)~a*GvdbIW|njT1tL39!?LbI2g$Q*VgS)O)pkHG8w)0+dn+@zhdAg>`^Y6;(i!q zMpwt9Hx0AAdJP)WN1L<6yNF3S7gNT?#a+~@PSUz8IQc*>dRp3X~cX*x2N$kkmHEmWN) z#N8h{)`n~OaJTP_SyAHxJ^PLuTN#bwi^b_372XX!vjtUk<(BXg7*U@M)y3C9==<)V4GNsnkgO>nQR#kkYGA=jRzH@VSjcko9E1(x$rN48~kfn zy^O1qD8E;9l>|R+lew@B<7%fmbezTJ%WuheI32HV%*|Zwb-ON46#MeE#{>Ll#gR-C z_wjd8MBwt(^BpVq>UHQ;u2X4dXUm~ojcoc0<-av{6wOv-kY~gYxJIqV zRn75xv)-GR!frEJyj*)4vC{Ucenzs<(XI{y(+2|~AXO2`ha{Cnadv}Y z0fkFDLc4kV(SJkjF>m-hVPrFaZfj)yn%*oNH~ZtGZ@S#~zd@9tL45tscogty%ufGW zdA6!+Vr&}?g!W6<=LjVP&%#td3qo!7s8j=H$`7~k7;GSJ){-_IjUZ!~*A)n?mJ21mpN zn7OkAg7$d~q0Jr>Qdwdy71eWW)O0vhj5BChtCmV_*fpQtbQ<^t1WtEW@YH&EO%^4D zZeIF7%trW`O&;n}Rpu;PQ9KDmhBQ;R(127_j@g*a>+Hqkns#0MwSL>9n2hfE zZ70rO?S*z-Zx06kD;vkTZ=RDQFQlP~F@#?Z?-y=Zq}=5zGpwYzEC4qYrQUm`JFJK+P~p7 zG|@A1-xkw<9sIYpN@KqKsf~+-km7sMg@%-1$|Qdjtpe@ECQb`$YvaWs>t=Ij@Q?8N zf|ci+sYtV*ubfTfY{Ys_s`K;vE#2lZAHi?cNvxE}h6!n9znIs9Q3CDS1C#s&?xGe7 zMtbU}m2Sz<->8V*-;Wt9l%g-Z7*|i1?@rF-k_hZ(xa9w3>u+_skL&6L(^&`y+ihQVIjC6wltErY76 zDjDrwSD~cY_r}=mirQ(L2FWG~O+&e5bvzDvZ2Zf0w>~udnAw#?*0LFCG=Thwb;S%H z&2-_AN{%J9{9NkLK168}mb~gQKE2fUcC+2~Eh*&nn~|=^ zmt-{Cx;2%A?0UQLZCiL@0BX#&=#WWUM#H~fqFYnRNYjMp4?EfC;bkzOuAN9g1@M){ z#1g4;y7x+(>nJ>omfb-0O3`%nOQrgg4LfEYH=EC+;_w+nIOE!%YTH_L*xdrt!xtcX zH;#Hxs>-LBq?ukyr8un_I*Z(kKD0o#U5$fNeWiT1(`I#&aW8w{r^WiK-E2IU$KRbB zLHM)^HHnJkqwKp|CZvv>`|z1S{#!o>CprEmvFQmmf@KT8dz1Ez0f0$d&>aheKeFW0 zbiCp88H45Buv6mLo=yNo`v7wqshu~2j&Ea`hec}*8_=i&!QVow-7a__i&ziXVoKW(^c z45L~CretxwP9=!`*3)L<=Gk9)TLT5^#qMDn8^^`CSn)eX0%c5D1Q?zA|xMzv&y`5Ld(e5?$@4-uhAkr&l~dBb&m7bX zbOi%>Q%c8|QOjS|apS)pTA$3tW8L_^naP~%Snw3BQOvPY&u*<`RMF>u+8m8+{V=n= zD(8#Vkc{kUP)xBapO{UhKozYw)(oiU9oC39EgPFvH_pHaMobL)iB9@@+dSgbe?1CJ zhM=ajuHX*sKovYacS3Jo#p6#CaIl^&#lwm?pE1%11}|5xP^hR-yN%@t30alJK?Ej5) zcsqTXSbZjoY1Y^5HFeNwYG=B_XtZecan)G%n*pi3GzFS5}pE4}|h_J2Tb zhl6PEYy_R87fNmpQqxgR?ll{w41CRr)Wh|m@GXUy9IZ^4ZAd(;a97GQt(ak2HuLAC zoMe?$45{ZGR7k0ym0V0Ei!%uyxjRq;99pb3u(@bvh$Yoj|78oGStUE3S~`}P!_n2O zz!_gA_6U8lA>a&perO}1jJ-r&$rV31RMPwm6a#KODwlZufi^aF#21H-{@Llvd2yO~ zIhmCt)$IMKQ)3)wCv9(|5>k#ATrR<}T6k2=1GNB3(kLcX(aOzZP@YK%@lfHHM4*R2 zYsS~qj?IQC&FulJ$o&7f(Xc*}m+u&jMUX+I6qZSSTTdzZ_Z~mM%#FkJN)!h>nl!7Z zmF8jU7$QNV5JVgmjVyShCX~)F@D&IkD^?{mo(`Tl~Gxb6-469leHXW72`i z-NiAefuNgRgH?Pg)u%*m0k_{I>hLxX9!LfAvxB4r51%vvU%-n%E7ccaberH_Ko?IZ z8MJAgpppqFy!k61nL~tk@bt2ATykVOymzJrpDKY;AE37}w}$kb32ni)VFEIeoehs+ zNmI_u)+|=7WXN4zQSdU~X-5|UeW%6t+gtCh*0mt3j9(1& zOCxUA$6~! z9t00{vu3B2o=Uh6nONu>P|2~SfqIU&MJ~pjNO&ZdG`0Y^BL^x2CDBn7S;FL!s_3QX zBT!)!yY$fQYGUl-DA-S@0qmo`|K7BKc~(sdbzbi)ZNi`(FlPS5N|q7#{v^Vpy^BFd z1bc1L02Xpcm_N8HYgMiYG2dNYD~Tci4Y2o`jL)nS=Pp&xVLd;>4=$0P0b+_?tN@fs z(D74$F~m6HKVz=8eaeqfMxZe?bS`T^~|I!ioc+6*1+*sW2J&1Cl?kW^=@7 z5HDAIjDz}?3hio(?~ih4rd_!39dRDL@rqogBvxXjUOG_}{|qag7u5w@veE2WAEk3* z(jz|EM?&AMzAUq}pA?8_npXT}Q7y`(ncrE`ko*t5flgLEseoRB0yfb_UCA)B4fKj% z2+ElXE4QdJNRT$BENW0nj+lH@_HEK^!L6IaEo$;Nk{80+_t$!51Y86z0pf|Br4-PY ze!A-#NbJO!F54zneL)S72!#rzIZT69wKyMkELX`NfsxF19_)BDBq7mb04tTlO-;84 zYJ2rlj5jW4Gp}TGL^ekKw19b)18*J03&vHbo|$+0l9Pk}fyCZ}k2jx@nROaDA|>>! z`7mMwIf`>Mgn1RPgu+Cfl%(u;+sU;P`;^+Bh#1n4%XN&xxN*EHgggwEAN-HZ+}k-N zAHgRLPwdFH9RS%;q_*sgJPas|qFBzx<90>(pQB2yIME}*&71e+TY^))nnjFgmPM-B zWKEXLhs}9QbL6%@o7HL*Oe95&x66E+YGX-l*5kv#IO#F(e;?ft%A7Ucw%5m#3}zRA zB5F+48c`R~SQV3@9F3Q~`#{1=f`ij;=Ut;&VC1+FM_PZe^hs&O_(2>gZO6xIO1KO@4Pb0%*g$c&`G>rz3g z*iGPj8{ZRS?AG_w#rs*}&Y+><(_airmybDB^2#>F^U7$}mD$S$VEc z*L{0qCkbc>oDj2pjlmQNC$YrfYXI$aweC3q_U!TPC@=53Uz2A}+m1bH&Qcyv>v3qS z`v$*12$DE-mpIbCn7HGAzIwidfn9uWjhb6?a|1AFkfDxU@4R;cfrFZ(-~YW`{da)Q*TlLp^>Q5@8vH10K zpASOn+2@Nen0EeOHK0CeLhkbP7`b^JMkN?mppgz>1=LpLOl?1SswiJ@p@ia z3TMZKCRvn%fV9}v<<~!F2>)Y%4GBB2$i^Zt)ptOOnqDObz*L@j>$fs#T| z+-uu1V*U^RKP<*+y}G`o!TnpkZsBfTtR7xc=F=NW?QI{Q)1PopVTv_h}vGj{Vl=|6t6mC`9W zGrfNbu!BXy=VEt9ZIiIKpa4_!e`ns;tT}{Be^2~Q6FMcN6t0geyy?a+qBPj^m+;Wt z6wme98-%?$USlMljh=bdYPS3;P%rr~TXm8U5?1!H{q4aW?@&i`w0~E-h2_&N*6|Ie zJQ8mTT&$vE{$EWlb})aN=cug~xQ0{Qawd3y+tA^dre#A?xlzzX~4F=Cv296DWh zu2|+vB}+k^8hQa@N+=SC1FYB=-HC)|BSq|Lg^#Ynn25N99!XLfS`8YHj7&#WUyj7Gasi$Q%nkjFTaLU(sea>$&;up88 zOTMah0~nuXQYoUdStz&@u#PSdPY;jx&klP|n#ncIX0)o*qP3*c?Op&FYj2HdNZ2T6 zP_g(3MRS7xxd}&ZehoU=UbCH0x_o?JP4oVZzMH=HyI^fJq$I-&`3r8{x>yXy}s*kPslr(h{w&Xu+TF-p8gGDt0^yFv34ubh&vb?v- z%gbeGz(6nUa(%@p;`LsWY0s@HMVpt-zrQM5?JT_;FUjZaVXt}bMy>?-?=}ep{%tvb zQ;a8WcV7EEGFYvQK5Z?GP0n!MyMI(z8uDGQxvcoU67_bNj6O>7feIV5VS;HEk6yb# z@i9!W<2ZBg;_K%)wfytw9GbxjQNvtT5A*GstH`#7iD2U@MA z$Yll%NNjJ3>E)8k_stNTd`4(kx(aNJ_@hS_$TQG<9tFoGNSyNL+{b-0=nL0$Rl6T= ze>_p+k$~e113*B<56y#7<4=uIjeB!<8jeay_m1qjcz02dAP#Pn_jkimVc!b+4Jep1 zV~P=7yIfXW+-zT@lAXIX)F^AZU3Hh(x64-RYAi3CtyXlDwY4XYVZgnGM09Orm)4rM z+bl2H)mN%&QTwRD-ItbJRJ+cm+;pGiR!A%VzrmGBL$@Gw9!`AI`x-2pV%_gWeLjuS|-A*KnMKln5bs3~xIO4a<> zd~Rt~TV1KI&-m*aZTT)(-Dh8GbtGk*?|UQ2jV?VKaYPvL`#{6q5x~WdgPRSH@L!GZf+8NM#fYo|1Abn7=UE;=8OOGGQ?asKQ*KfA*8kk&@lqWFG-t^!2tavGn_+5pW@i)^C~g;L zaXZ$xS-H+SM0<&l>P_qxQwR#;JabWaqoI9`=ZE(Tn$uz6J+1Kz=Derc>G$T>A4w;4 z)P}u$E9kzvJ#0LI57MByDFbZP`z{~3eQIEGz2=WyrdG!q9!;iueE@)B<~hMW#(vFo ztXTM|W4Kpb-B4RNmv`hssdUgF9<;{?Nh(qseD35VJr{b!9|^1=wAGHmBucUW z7UKI~cKXMWaygm>UXGkvzwSEOIVZkSdcW+>&U-e9^(L+MR&4fc{}MeCv9oto zgmg4NTGgW0er9%R^?V#4o$LGE=E^m1`*nQsgou3euk})%yiuVN-azT@6n5)P9D@o$ z$nhRK43ea6n3wJ(kP}GrsIP)Xh89&b+zcMC#L-Xv;?;FHwTD3o$uzQp%#eIxLCx3c z30uH&@hJ8FqNe%f#XER)3$*9O%lr#jjdHg$_Aama_#D;iQR}iTK;&`R^6d${+tmK@ zO}yw`S@O1+3ZY$r`8r-X|Gu)q>v?!|QLoZ;68+4ewT<_^Ja$`Y{v0hSWZVvN+c5On zUnX?kr@o9H5fLEdyo~6Gr7Rqbk3(A=WC$JQ+YS6}%3BP**SiSZu{U7+I6#e`mtof# z=^PXLIb=m+_JOX-=`t2wOC}_!58wlG^3MNoaDK2JU(|6A(;OV&&5 zDBL*tRt?wPz6Vo0A^N>YD_b6K&6!_!e&~$+O;@KxRbFrT9RdOjwti|32g#<9PmnX( zJOI0Gl#_q_`Ih*$iHL@~QeVf_{HdSa={Pm|-s;rfZRMzlt@> z6}xCiY>-UZeqgCg$9v~jSNplVw|8lrN;tHPwN0w#W5ljcCjNUXf@LdWfws6aCp-yf z&Sracsf{?2V{QH?;k&-8OpjONakfq3yNSp|heNTs4mE+QWT@h5ot*KYB}~&q&{B>X z49{aL&X$*V9TozYToF}Q9QFjI*j@OXjyD|!q3lcOUe8?H49au#@aO(*pF15BA%ct; zs2t7C(MccVa|jjj_TDNTmfWI~U^?mEz0#ZnccNZQ;NcN>CMD?E$f|Qj1RX4SB{GP< z$pk@GP7&&~#6N$jj3^&pN{=*x!xhq_Psk+LE#-yPBWeV+5VEl}M3*>q)^$NHA} zQ=zWS+pehHw`q4Bg`FI}P0CyC+SV$`8M=^Kgv3l%WE9cZycr}Yb>ba@K*~eGv1-p# zBgrbyTNcSN78D)Y(Pmh1CNBmSav7q>akIQ@A!hdzSb^-LPXaP|KUKMRa@M zsxU~<g|1v0rW4;6O_V1NQn z(R`W@*O3L3dNLZwh>~a&+O(c!!<(fDRI^GAF%0YG!D|s=5L1(e~!UE%T>NT|V6ZxOv|3>}|GGuY; z?vGz$q;}K|{=GG(K*b>^>mmH5h;>_Yc$u3!Y{K3#!ppJb98%bPt=t}$e)Z571EXXBle=%LB#ht0)!%@l1!sYPkEo+w=^fP{(>_YCFiEg zf|gVY-Ue;t+@!f#rezRD%gZYe27WGDb$58d)5L4)+6YzHPeCe8HC7C96#p$rSYLFk zl(JQw_#=^=r7|fQy-^V#U-mbGrYa4TmqZaJC?L$g_!meb_3loNV6w>+}w*UCTqC23 z!7vBMoo-x+yg2@4{VM29M&~xA1qmj^0Wo};jYxAfr)GzJb)AmpiK>kOp0ztdT#YR&Aa>wBrXuMg2d_ozr(^U6jRR+ZET1?R+tB zY}>YN-`KV)wr$(CD^4n?RM2_v{sa2uyqG19e-x`gr^?~N3RK9 zJa+}PcYDwzg00OEWXqShY+!fEF-F00iSQ(6X72`+$}_YRr_W)(90@=Spz^OnC*iaN zDy|$-2w)^M9zaI|fIgD6~fqCZpiy44VW= z1|ldfI9A6L*ZVFmDgZ-a%#-BDj+~;3(sTs^p}zyzo=yOwy?NyYeYtJ^T*$Lkx zrD>{ptT4kXM10a2N0%G!~X*}qjI@_k=|cHzGfytCZa zwHY`F2N$zhdAh}zHSSeFPbCs8UX@T&J^9VFn~yFGOfSz!E?3@0C&#A6q&W~84iN&2 z(zaX!i|7vHd$_G_Xe){Y4_H6=BPUb`t)~Vj1dbjWrO4LAwjpBQdv@2f8C5WPy!sz% zm`L;tIb4y(IxZNnTaPJg;rgS7L%e#ks0#d|2pO+kT2|j0fNjAw(X!i3`+_Nh+V$=- z-~&u>D0O1^2>}qeQow?GMc0E;K-xmJpdrg$?>9>TlQ)*V-X2U2l^jwJF=SawH-+1>7yfBdm%1(fYlG z+&D6fS&fvA$-)YTW{4hHbJa+}Y1rTEV4VLRaxTkVNe`8!Sle8n0Wwem#=->`(zHD} zsF=e=sM-St4ENe*fTSeU=Hf%}a#r+~1Y1nkTlGKhPlZbVJ~x&%$xmIqM)epK!1O8O z!~rZ^8*V>k3`&9=t0MJ>VNmiXOr@tDomil;1P?%hKyGjGH~|x2?SHhw6lx)tHd1zw zxUdwQrnQHfzbF{^NQ_2OnbLE%rXmBgI+Zzrwh_SL6aGUAdpkF+sl*-iNzCRGYSafK z`A6WLy8oHH)*68ze#?za+1OAbe3{Gi^>b)&Vg+^i!Q!3#2%=t?a}Zq4`WK*0S@wV) zI!+0~fE0m#d4czRU`c$2v$zojZ=5f2pcE)H^7D+GPWW#?+&G%VFiPYdSmNx5AYt=) z5{-l@0?G~|RPcf&fIE5OgwZ#1RY9ht`OY3*IwN=qVz``{l-2dsD#SY*emR^J6j-S~ zMIa=$AJdpt$No-LzNmM-gv$#T)kaD{_Q zoW|tdxrb~d$(4_jAK4+jh!HR2y3AmjVaggG@vbRVG`{yVrIm*U#LX5CeOW0waL@=F z>Bw1DNmb_|f-q(U5gC|WrN4n*T#e`w+U;kJb7|w!iUJIY$`N4H*w-1BLWqS(MP`7y z359cF<`=`ri+jyM*r<@qO!8_z9Q-F%bebITEmlB@{IrzNZ%=oIy(k2!)Idu+FsG8XmJ_ZAp%)f6zzqzCtF=46slaq_ zmocrzdvAjG@e&%11L;RrZe+XP^Ggiu=k+n8*k0{ZyEjo}^-v-{8!fw$ZoVq6nb$#^WMNPTPuieqMbtwnM}L9^Fbx289dN%qv{C0ve#( zDRw^GE+2X+=E;ldP)GLU#hRMd^pO(iewH^FJd~4hHB$naM9k2@K5z!ZBltP_bN&jJi90=_`Hd z3kSgN%_})rI-IY-$@f;)UwtKZX=LA_;52EWX=U<}DjP=U=fL?4aQy3NeQ2pM?nRrT z96PK<9pwpF>UlY3R9%Fv^XJS$%Y@H>-!v5W!U5U}A48SQ4^~71v9R^4LPa~N5vpa6 zbxZlDw?S%=)p0|e)n({hjM4JOw&{O7Bxl_vy`QD!jol>FI7mzg?%M)@2R_b)O@C}b z&|%yXp$zCjik4}gz96u+RFiXCr&h_ajbJux9-igDG57l~K0NmP#r8Mqkv?jJ{;3IF z`9LFKQz$?PX~8i$pvto6`-?v>A{|?h%IAaHi(pL2Ad=OW>oDDH!bpr3kKW|Qp7(YG z{v_UM`uy}yoAKH(#%LB)p=R|8EY=hb?R^JIn-B(G(${Nc`Z|u30>)d*C&|{Gk?G(i%BG30F&%rYmV&`k2>8o-J;@);~6x_6`J=L~oPQ)?TR! zrV9~^(f-xNO#`VSGSu)r=6Q?K)k#bU)}-ZF_GNP2x7%p4VZXH}5SU#sPnBqfM-#b_ z(q{Dnx;kxv?PUG6*jY16wo&Go?3ks|y}I6xJf5E0uU+wfJi1?!4%ZQrc5@M$#EtCI zwVy;3`I7MRp{&T$FZ~NaXm()2I|=HnMd?}`B1gn|Vl=#uthcXpi@hHn-bj7f_au|0 z)g!_AX30p|X8SZ!b&mH>j{sH+az|CZ889{}oD9#jLg#8G4MKTJ`7T)Wv3rA!&AyF) z+Ae2wPbKo~_2~+~E2ZohA~_rtdmVvyt8c=pNCgS_N^^_{6S=Yc>$#95eCUnEe=YyZ zc59T4F-xN7ovOEj@q{~#214y_jx=haARup_+lI%=H5Eb~<(j{9a}FH!L}w z8#TFiDOE9Fgl%)!anUxWxEXyfQHs;F0dmeQ38NUY z{9UnBY|8OqjuZ`NbJSaE>_=xdGAv0Bb9W9>o*^3}C+`T(qAknVqE%X+d8SpGyl_79 zWT$lclh{w?@umxMg82FYwCmXU11)bH7~Ii0(|eI~Lx?Y?#~=rf*1h>Ihf6EJM=3j# zvf7dLU1K{9M;49omJCyUnI;1uh)g6y#AR>+o2hsjGbjKt+B?)G#%0Wa5j}#~bbqGA zy$X8EdO_czzcqimi;Gba5toCO z$;%PT&~EUl$I)EOPz2%t6E0o|A1(#a$Sml;1WmFy+t%L>PQ72ETR~q>i4U`F20f3{ zmx3;?eHcFkQ?gjun1lZniUsZ^!O}2JR|u(1W3lD5<3pLN(``tOWOf12%_;m~bp8q< z>5k%?1{L_uU|VwOmTFQjZli>QheKUcq&J2IlN^>bHl4lf=qVuo5%|sh_oG++b7RL1 z(mPCzj$nI>ues06(O{{+S6n9oY1y)07@Zk0Hv}T4R5_aWmo&ejZhnb6@Eq8#E_wbM z+8Q+f07o=ed9?KhP(}RC#LONfOvYQaxxLf5vwoi|x##k^D~O!u>tCRALd4C=8^#s} z_BxA%mTY{Ez+UP%c1CQEPH2fYrS)TvwX*f4&F;cmEy{)y<-854^*>Zs z>S`XAt6Ct`KDza+5Y!_;5xn7#HxCsGtZAVQ>E8@aHwqM0n#+D`La^AeGGvTZ(EtR)&`@b*65 z&oYeZCkDJny)Mfuoe?Y5Nju{tz7)rPtOpA{X4O+ZN(Y;Wy2kE+&e!vP7uRq|XnRF? zM90(o_jKFm@!AuB>@LX9RwDa~Iw#KXSBvD8a%34R_gnV9%esaRtZbRazgnF6W`$cH z2AqTFbP_-%IAKl+cW$T#@#_L>{pVWN5{c^^P#&eo4 zOQIxvrau3+M%QkyR(E`*{XWL*bOfxo-ks={C44vokeUfBG3O(9vK6j(eZA+>*zDH8 zb8WZWe|?}F9YnzJ1aO;w9+mi|`+$`a!v5Nka8YH-CNvc;DZr!$q07cGmPE$*GZow^dx#bmc8Cwd7IrP{%0831K1p69;vo|yNX7&` zr=5?L%7@|)Z$%R$NScVewx17}0>@DU_!nP{*Pqr@uaNYbgNhsI;Z~I-3z?^m+3MR` z6JY;hAcN|;6V^`GUBhQg4UM3ol6GA4pfe1qX<`fXUZu9xM+d5R8^0?k{itg`Agw|c zKx6iJYI0y7bygrlSELDimrT8c>Ic4sC8P@byck>Ve>hFKuK4FjxjdqCd5o0YGdaJ? zz8{6jxqob_a(@>s`MIK4L=__)9lVa>nP(L)vEOk+XZ@ppb=rqSl#OFs^Zo8ACsUxG z&!W=P$G@Nl&YzqAZ}bn_|1DZN$NxtE5IpUC8GM~RxiYg6-uBd7T+2#|U^K!h za{l>QjUx@;glv`u0j{mBE`lNcBS=KVk?O_Wk3Ao%KP5WXQzC(iRB`8QB@1n3(Vfaj+;~90~r9AK&O3 z{~&%C*A0Q8uUZzqEB<6rA&ZPmBOHX{ph98P*nz{iA3vU{}dw{thiQ!uokC?Y`=k||`bT%Bo9|>kIorj_Z2LyeE zZ^OaB!Wumgp+t-r2U)FIw_u4SUMa>R2NSg;j8S424yuw8QmN)aP?ux@R;;Cq)onP$ zix*fqHGLYJIN7-t_&?8((gv7A`d4mUdF=MR=y8%Kph#VLa4PsJ+1Nz7KhaQ2Zf4~UG_+aDMJeQGhLlz8!m;3D_jt54#8Vd)| zVP;P9>cfZ(@pEj7s5x?qn13)+QOCt5uOZEmpr4L#%ebO?PJW7UfeprLm$Bi+65@6t zCV}H>PJandjsB&61)>J3e)hCNEgB=Sf{DL$4ej60KLW(b=|3@!)x6}GpTb4^%~vwj$8G>#XPgA2ms z!v**9;{Njpg1E&|rlDpbHFf;OqP-D|T-Wcn5m~VG>4q(afwhE8N|U6lg7%Udm(PyH zsEOp|Do`*P*qJdjkO`y0sv_>-K;l zGqT*=5z9n`+lh2LOLCa5y4)PUNp^RZ&5Zxrax8|!i)*hSFL(|yG0cjCt>+|B%1uia zZWfdJjcW;vQ1-^Eo$kON>sAvp1jlc6vs3_iz)VCE@Jot_7$2_FF&%+;+h$GHrF zCM@*IrAG|NQ!FsNuqb>7f&zo)*^ygdfXMxYiqw=rthfN`3W%R2(iI}9v`|LWF$bh6 zq`D_GI0$iiv;e4^18~XU`QNUTD3klgY0i<6fk8sA`?8Qkd&GY%31@=fqC*1XqZ)x& z?aGlfiW%;s%4n)1Xg_IUl#hs&D+(vgH(85AeB|TIJ@AhHo<+jVRzsIN#?NL%g^B3U zb4Coo5BQ77cBBAFvqW7XFZ+AEJxqqGpt5N?PAG#6<;C0&;0KhTX>V1YX_>hzMx7AA zCY&%@HW)rW+`ERXTeM`&i#KeW<4~ektQ$3F-0uq2qlL@D1Zz{Kq_Ah*=T%D(mV_3^ z8XiDEHms6LC-MIpu8WP+45?$~ElT9nyLO=A*RhoHmPC+h6`&bYY+_`ijzl6I`CU$J zfljKCwBQJX88Af)RWmrrBj&A}({Qv7mgRNTv~<+d{O(uhs1ot-uSW~j)zdjSM`2;# z23G51za8Wbmp%8f z8l5(~4yVV_868gh-A?$tJ*R(l?)>+!5+vOk3He*DwS{$MQwZv&^P;1%WYQ3jW#vVh z)XXi95~kDok{E-N{mtf$LR?%H9A5kF-!Cm?AN^x;fF1z|R1UJjo92N^U*pJmJ6p>a zxL-EeYITrTP>763-cT6^QqR%f{W4IsGpXX?tfRR|0USRp1GQgK+op zt!uPaQ3cIdr4%|_Is)4-yC0}KZRR^s^NwFtwY`ID9#*QVnx?9nuC82s;^N^0f@JIY z!$1k3gcuAgOgI$uu$V-hZr=T+&&}Jvy>CZe<-8Sj)sO9rw4sA=RyoIfI&`!OrR*B@ zm(}zzvP1o&K-L5sWjW|U{@EAmU*~C#nb^tw^}+Fwz+-9X;3E9o)!+5OYY-$)@6iF> z{yV?#%J&Nr%zhgA2MPN#Kl%#O8{ko4QNTgpL+I1<1p`GCgA?-6a0xJf5aZ)xL0JNZ zMAS>l1U}b`J2u8*y=#_?N`L+inJB0E4_%idwtEbTQ>=Vh8~K${;>+^B9SsNu%S9(? z^vAo$V$Si+X%|;6`_efRn_$vuR@ShQo|Dd0OM)HhM@wGwtr+?7E6aWB;`MLmL zK^?B&CznM7M^u3KGA7#9ObUi1I?zaK>G*2*_2Ij}4wgj6u6 z?DVs?v8>=zP|Z^HOE70xX7B6@78d2FAB=))9n(8ahr_{!{S^6T@T-ov_V@pO5{KkU z`N;R}b{jMQA~j%+%2=mP4%18kPQeoT)8~=QyK7IrY4ZWu^AR{Ae z*V|uz`uSk{@qftkq6{D?(LH_$B1IxQ2MH_ved6tS{Of6M0{=8*CkCg%fA{+ zFKcx^E(RdcPTaI5LpS;bmdFjj&|wfX1%(P@)w^acAgDtKQ=$p?>qy<(bFpzJ&*I_2 zg*s6GQhCzjM9h|lupV2UF4Szb!GylP!TuX12MTvf%3_dHAdW=x-5DM^P6MHk$Qe1a za7m~RACHWSAm4pS5BD06elZDrA;~V8vMN`5&ElfpJURpMUZ545t&1aJsB=nnkHZ}q zvzFMeTTvLBvM3TCqe-FKz*stWgE~u%J=LMc0>G zlpdXguUx!_CkGR;w7SXYb#StisPwZSMODeUQjt2!M3mcr{*)>T>QIW}Sb>iC1xS5} z7z%%IP$-i|A54DrU!Pw|W2dsia@G29cIY3OGBLPd8#m{y@F~^6ZX5C7KxKRk)w}oU z)`>#I7oBZJ%jAjU4n=`E;JQBJ@}f17nTsX|%+naGpthS{c>LUolT#v1#bAnRkR;(8 zx>12HDSB@b~`(Za;P#NHyyfMu6gR4hMB<|U7bQ4^o=FgpP)HDg#o z_SA)*FOob~qsY-7n3M#Jj2vu#JulAyMG$)x90MaatOsZytd*hTCY+#tj$!^}ih>)( zxMxpBBpa*|1z(j~+NrQLdaKNVKdg34(qfU&0&qp1TgLY6RSNyn-+Q!{^8`&7^`P=_RG)q-7N16hJyH<}29_JsTTKH5}(GNs2p2Nw=Mg0}%jXv^ns{1_Q;4WIuwo(