510 KiB
510 KiB
Exercise: Analysis of tuberculosis cases by country and year period¶
In [2]:
import pandas as pd
pd.set_option('display.max_rows', 1000)
pd.set_option('display.max_columns', 100)
pd.set_option("display.max_colwidth", None)
Load the tuberculosis data from the World Health Organization¶
In [3]:
tb_raw = pd.read_csv('who2.csv', index_col='rownames')
Only keep data between 2000 and 2012
In [4]:
cols = ['country', 'year'] + [c for c in tb_raw.columns if c.startswith('sp')]
tb_raw = tb_raw.loc[tb_raw['year'].between(2000, 2012), cols]
In [5]:
tb_raw.shape
Out[5]:
(2783, 16)
In [6]:
tb_raw.sample(7, random_state=727)
Out[6]:
| country | year | sp_m_014 | sp_m_1524 | sp_m_2534 | sp_m_3544 | sp_m_4554 | sp_m_5564 | sp_m_65 | sp_f_014 | sp_f_1524 | sp_f_2534 | sp_f_3544 | sp_f_4554 | sp_f_5564 | sp_f_65 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| rownames | ||||||||||||||||
| 5551 | San Marino | 2009 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 642 | Belarus | 2009 | 0.0 | 66.0 | 173.0 | 208.0 | 287.0 | 134.0 | 54.0 | 0.0 | 41.0 | 52.0 | 52.0 | 41.0 | 25.0 | 68.0 |
| 7234 | Zimbabwe | 2007 | 138.0 | 500.0 | 3693.0 | 0.0 | 716.0 | 292.0 | 153.0 | 185.0 | 739.0 | 3311.0 | 0.0 | 553.0 | 213.0 | 90.0 |
| 3471 | Kuwait | 2008 | 0.0 | 18.0 | 90.0 | 56.0 | 34.0 | 11.0 | 9.0 | 2.0 | 33.0 | 47.0 | 27.0 | 7.0 | 5.0 | 6.0 |
| 3336 | Jordan | 2009 | 1.0 | 5.0 | 15.0 | 14.0 | 10.0 | 7.0 | 6.0 | 0.0 | 7.0 | 14.0 | 8.0 | 3.0 | 7.0 | 12.0 |
| 2689 | Grenada | 2008 | NaN | 1.0 | NaN | 1.0 | 2.0 | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 634 | Belarus | 2001 | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN |
In [7]:
tb_raw[tb_raw['country'] == 'Angola']
Out[7]:
| country | year | sp_m_014 | sp_m_1524 | sp_m_2534 | sp_m_3544 | sp_m_4554 | sp_m_5564 | sp_m_65 | sp_f_014 | sp_f_1524 | sp_f_2534 | sp_f_3544 | sp_f_4554 | sp_f_5564 | sp_f_65 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| rownames | ||||||||||||||||
| 191 | Angola | 2000 | 186.0 | 999.0 | 1003.0 | 912.0 | 482.0 | 312.0 | 194.0 | 247.0 | 1142.0 | 1091.0 | 844.0 | 417.0 | 200.0 | 120.0 |
| 192 | Angola | 2001 | 230.0 | 892.0 | 752.0 | 648.0 | 420.0 | 197.0 | 173.0 | 279.0 | 993.0 | 869.0 | 647.0 | 323.0 | 200.0 | 182.0 |
| 193 | Angola | 2002 | 435.0 | 2223.0 | 2292.0 | 1915.0 | 1187.0 | 624.0 | 444.0 | 640.0 | 2610.0 | 2208.0 | 1600.0 | 972.0 | 533.0 | 305.0 |
| 194 | Angola | 2003 | 409.0 | 2355.0 | 2598.0 | 1908.0 | 1090.0 | 512.0 | 361.0 | 591.0 | 3078.0 | 2641.0 | 1747.0 | 1157.0 | 395.0 | 129.0 |
| 195 | Angola | 2004 | 554.0 | 2684.0 | 2659.0 | 1998.0 | 1196.0 | 561.0 | 321.0 | 733.0 | 3198.0 | 2772.0 | 1854.0 | 1029.0 | 505.0 | 269.0 |
| 196 | Angola | 2005 | 520.0 | 2549.0 | 2797.0 | 1918.0 | 1255.0 | 665.0 | 461.0 | 704.0 | 2926.0 | 2682.0 | 1797.0 | 1138.0 | 581.0 | 417.0 |
| 197 | Angola | 2006 | 540.0 | 2632.0 | 3049.0 | 2182.0 | 1397.0 | 729.0 | 428.0 | 689.0 | 2851.0 | 2892.0 | 1990.0 | 1223.0 | 583.0 | 314.0 |
| 198 | Angola | 2007 | 484.0 | 2824.0 | 3197.0 | 2255.0 | 1357.0 | 699.0 | 465.0 | 703.0 | 2943.0 | 2721.0 | 1812.0 | 1041.0 | 554.0 | 367.0 |
| 199 | Angola | 2008 | 367.0 | 2970.0 | 3493.0 | 2418.0 | 1480.0 | 733.0 | 420.0 | 512.0 | 3199.0 | 2786.0 | 2082.0 | 1209.0 | 556.0 | 337.0 |
| 200 | Angola | 2009 | 392.0 | 3054.0 | 3600.0 | 2420.0 | 1590.0 | 748.0 | 463.0 | 568.0 | 3152.0 | 2798.0 | 1790.0 | 1069.0 | 572.0 | 272.0 |
| 201 | Angola | 2010 | 448.0 | 2900.0 | 3584.0 | 2415.0 | 1424.0 | 691.0 | 355.0 | 558.0 | 2763.0 | 2594.0 | 1688.0 | 958.0 | 482.0 | 286.0 |
| 202 | Angola | 2011 | 501.0 | 3000.0 | 3792.0 | 2386.0 | 1395.0 | 680.0 | 455.0 | 708.0 | 2731.0 | 2563.0 | 1683.0 | 1006.0 | 457.0 | 346.0 |
| 203 | Angola | 2012 | 390.0 | 2804.0 | 3627.0 | 2529.0 | 1427.0 | 732.0 | 424.0 | 592.0 | 2501.0 | 2540.0 | 1617.0 | 1028.0 | 529.0 | 384.0 |
In [8]:
tb_raw.columns
Out[8]:
Index(['country', 'year', 'sp_m_014', 'sp_m_1524', 'sp_m_2534', 'sp_m_3544',
'sp_m_4554', 'sp_m_5564', 'sp_m_65', 'sp_f_014', 'sp_f_1524',
'sp_f_2534', 'sp_f_3544', 'sp_f_4554', 'sp_f_5564', 'sp_f_65'],
dtype='object')
1. Make data tidy¶
The final table should have these columns: country, year, gender, age_range, cases
In [9]:
tb_melted = pd.melt(tb_raw, id_vars=['country', 'year'], value_name='cases')
tb_melted[tb_melted['country'] == 'Angola']
Out[9]:
| country | year | variable | cases | |
|---|---|---|---|---|
| 65 | Angola | 2000 | sp_m_014 | 186.0 |
| 66 | Angola | 2001 | sp_m_014 | 230.0 |
| 67 | Angola | 2002 | sp_m_014 | 435.0 |
| 68 | Angola | 2003 | sp_m_014 | 409.0 |
| 69 | Angola | 2004 | sp_m_014 | 554.0 |
| 70 | Angola | 2005 | sp_m_014 | 520.0 |
| 71 | Angola | 2006 | sp_m_014 | 540.0 |
| 72 | Angola | 2007 | sp_m_014 | 484.0 |
| 73 | Angola | 2008 | sp_m_014 | 367.0 |
| 74 | Angola | 2009 | sp_m_014 | 392.0 |
| 75 | Angola | 2010 | sp_m_014 | 448.0 |
| 76 | Angola | 2011 | sp_m_014 | 501.0 |
| 77 | Angola | 2012 | sp_m_014 | 390.0 |
| 2848 | Angola | 2000 | sp_m_1524 | 999.0 |
| 2849 | Angola | 2001 | sp_m_1524 | 892.0 |
| 2850 | Angola | 2002 | sp_m_1524 | 2223.0 |
| 2851 | Angola | 2003 | sp_m_1524 | 2355.0 |
| 2852 | Angola | 2004 | sp_m_1524 | 2684.0 |
| 2853 | Angola | 2005 | sp_m_1524 | 2549.0 |
| 2854 | Angola | 2006 | sp_m_1524 | 2632.0 |
| 2855 | Angola | 2007 | sp_m_1524 | 2824.0 |
| 2856 | Angola | 2008 | sp_m_1524 | 2970.0 |
| 2857 | Angola | 2009 | sp_m_1524 | 3054.0 |
| 2858 | Angola | 2010 | sp_m_1524 | 2900.0 |
| 2859 | Angola | 2011 | sp_m_1524 | 3000.0 |
| 2860 | Angola | 2012 | sp_m_1524 | 2804.0 |
| 5631 | Angola | 2000 | sp_m_2534 | 1003.0 |
| 5632 | Angola | 2001 | sp_m_2534 | 752.0 |
| 5633 | Angola | 2002 | sp_m_2534 | 2292.0 |
| 5634 | Angola | 2003 | sp_m_2534 | 2598.0 |
| 5635 | Angola | 2004 | sp_m_2534 | 2659.0 |
| 5636 | Angola | 2005 | sp_m_2534 | 2797.0 |
| 5637 | Angola | 2006 | sp_m_2534 | 3049.0 |
| 5638 | Angola | 2007 | sp_m_2534 | 3197.0 |
| 5639 | Angola | 2008 | sp_m_2534 | 3493.0 |
| 5640 | Angola | 2009 | sp_m_2534 | 3600.0 |
| 5641 | Angola | 2010 | sp_m_2534 | 3584.0 |
| 5642 | Angola | 2011 | sp_m_2534 | 3792.0 |
| 5643 | Angola | 2012 | sp_m_2534 | 3627.0 |
| 8414 | Angola | 2000 | sp_m_3544 | 912.0 |
| 8415 | Angola | 2001 | sp_m_3544 | 648.0 |
| 8416 | Angola | 2002 | sp_m_3544 | 1915.0 |
| 8417 | Angola | 2003 | sp_m_3544 | 1908.0 |
| 8418 | Angola | 2004 | sp_m_3544 | 1998.0 |
| 8419 | Angola | 2005 | sp_m_3544 | 1918.0 |
| 8420 | Angola | 2006 | sp_m_3544 | 2182.0 |
| 8421 | Angola | 2007 | sp_m_3544 | 2255.0 |
| 8422 | Angola | 2008 | sp_m_3544 | 2418.0 |
| 8423 | Angola | 2009 | sp_m_3544 | 2420.0 |
| 8424 | Angola | 2010 | sp_m_3544 | 2415.0 |
| 8425 | Angola | 2011 | sp_m_3544 | 2386.0 |
| 8426 | Angola | 2012 | sp_m_3544 | 2529.0 |
| 11197 | Angola | 2000 | sp_m_4554 | 482.0 |
| 11198 | Angola | 2001 | sp_m_4554 | 420.0 |
| 11199 | Angola | 2002 | sp_m_4554 | 1187.0 |
| 11200 | Angola | 2003 | sp_m_4554 | 1090.0 |
| 11201 | Angola | 2004 | sp_m_4554 | 1196.0 |
| 11202 | Angola | 2005 | sp_m_4554 | 1255.0 |
| 11203 | Angola | 2006 | sp_m_4554 | 1397.0 |
| 11204 | Angola | 2007 | sp_m_4554 | 1357.0 |
| 11205 | Angola | 2008 | sp_m_4554 | 1480.0 |
| 11206 | Angola | 2009 | sp_m_4554 | 1590.0 |
| 11207 | Angola | 2010 | sp_m_4554 | 1424.0 |
| 11208 | Angola | 2011 | sp_m_4554 | 1395.0 |
| 11209 | Angola | 2012 | sp_m_4554 | 1427.0 |
| 13980 | Angola | 2000 | sp_m_5564 | 312.0 |
| 13981 | Angola | 2001 | sp_m_5564 | 197.0 |
| 13982 | Angola | 2002 | sp_m_5564 | 624.0 |
| 13983 | Angola | 2003 | sp_m_5564 | 512.0 |
| 13984 | Angola | 2004 | sp_m_5564 | 561.0 |
| 13985 | Angola | 2005 | sp_m_5564 | 665.0 |
| 13986 | Angola | 2006 | sp_m_5564 | 729.0 |
| 13987 | Angola | 2007 | sp_m_5564 | 699.0 |
| 13988 | Angola | 2008 | sp_m_5564 | 733.0 |
| 13989 | Angola | 2009 | sp_m_5564 | 748.0 |
| 13990 | Angola | 2010 | sp_m_5564 | 691.0 |
| 13991 | Angola | 2011 | sp_m_5564 | 680.0 |
| 13992 | Angola | 2012 | sp_m_5564 | 732.0 |
| 16763 | Angola | 2000 | sp_m_65 | 194.0 |
| 16764 | Angola | 2001 | sp_m_65 | 173.0 |
| 16765 | Angola | 2002 | sp_m_65 | 444.0 |
| 16766 | Angola | 2003 | sp_m_65 | 361.0 |
| 16767 | Angola | 2004 | sp_m_65 | 321.0 |
| 16768 | Angola | 2005 | sp_m_65 | 461.0 |
| 16769 | Angola | 2006 | sp_m_65 | 428.0 |
| 16770 | Angola | 2007 | sp_m_65 | 465.0 |
| 16771 | Angola | 2008 | sp_m_65 | 420.0 |
| 16772 | Angola | 2009 | sp_m_65 | 463.0 |
| 16773 | Angola | 2010 | sp_m_65 | 355.0 |
| 16774 | Angola | 2011 | sp_m_65 | 455.0 |
| 16775 | Angola | 2012 | sp_m_65 | 424.0 |
| 19546 | Angola | 2000 | sp_f_014 | 247.0 |
| 19547 | Angola | 2001 | sp_f_014 | 279.0 |
| 19548 | Angola | 2002 | sp_f_014 | 640.0 |
| 19549 | Angola | 2003 | sp_f_014 | 591.0 |
| 19550 | Angola | 2004 | sp_f_014 | 733.0 |
| 19551 | Angola | 2005 | sp_f_014 | 704.0 |
| 19552 | Angola | 2006 | sp_f_014 | 689.0 |
| 19553 | Angola | 2007 | sp_f_014 | 703.0 |
| 19554 | Angola | 2008 | sp_f_014 | 512.0 |
| 19555 | Angola | 2009 | sp_f_014 | 568.0 |
| 19556 | Angola | 2010 | sp_f_014 | 558.0 |
| 19557 | Angola | 2011 | sp_f_014 | 708.0 |
| 19558 | Angola | 2012 | sp_f_014 | 592.0 |
| 22329 | Angola | 2000 | sp_f_1524 | 1142.0 |
| 22330 | Angola | 2001 | sp_f_1524 | 993.0 |
| 22331 | Angola | 2002 | sp_f_1524 | 2610.0 |
| 22332 | Angola | 2003 | sp_f_1524 | 3078.0 |
| 22333 | Angola | 2004 | sp_f_1524 | 3198.0 |
| 22334 | Angola | 2005 | sp_f_1524 | 2926.0 |
| 22335 | Angola | 2006 | sp_f_1524 | 2851.0 |
| 22336 | Angola | 2007 | sp_f_1524 | 2943.0 |
| 22337 | Angola | 2008 | sp_f_1524 | 3199.0 |
| 22338 | Angola | 2009 | sp_f_1524 | 3152.0 |
| 22339 | Angola | 2010 | sp_f_1524 | 2763.0 |
| 22340 | Angola | 2011 | sp_f_1524 | 2731.0 |
| 22341 | Angola | 2012 | sp_f_1524 | 2501.0 |
| 25112 | Angola | 2000 | sp_f_2534 | 1091.0 |
| 25113 | Angola | 2001 | sp_f_2534 | 869.0 |
| 25114 | Angola | 2002 | sp_f_2534 | 2208.0 |
| 25115 | Angola | 2003 | sp_f_2534 | 2641.0 |
| 25116 | Angola | 2004 | sp_f_2534 | 2772.0 |
| 25117 | Angola | 2005 | sp_f_2534 | 2682.0 |
| 25118 | Angola | 2006 | sp_f_2534 | 2892.0 |
| 25119 | Angola | 2007 | sp_f_2534 | 2721.0 |
| 25120 | Angola | 2008 | sp_f_2534 | 2786.0 |
| 25121 | Angola | 2009 | sp_f_2534 | 2798.0 |
| 25122 | Angola | 2010 | sp_f_2534 | 2594.0 |
| 25123 | Angola | 2011 | sp_f_2534 | 2563.0 |
| 25124 | Angola | 2012 | sp_f_2534 | 2540.0 |
| 27895 | Angola | 2000 | sp_f_3544 | 844.0 |
| 27896 | Angola | 2001 | sp_f_3544 | 647.0 |
| 27897 | Angola | 2002 | sp_f_3544 | 1600.0 |
| 27898 | Angola | 2003 | sp_f_3544 | 1747.0 |
| 27899 | Angola | 2004 | sp_f_3544 | 1854.0 |
| 27900 | Angola | 2005 | sp_f_3544 | 1797.0 |
| 27901 | Angola | 2006 | sp_f_3544 | 1990.0 |
| 27902 | Angola | 2007 | sp_f_3544 | 1812.0 |
| 27903 | Angola | 2008 | sp_f_3544 | 2082.0 |
| 27904 | Angola | 2009 | sp_f_3544 | 1790.0 |
| 27905 | Angola | 2010 | sp_f_3544 | 1688.0 |
| 27906 | Angola | 2011 | sp_f_3544 | 1683.0 |
| 27907 | Angola | 2012 | sp_f_3544 | 1617.0 |
| 30678 | Angola | 2000 | sp_f_4554 | 417.0 |
| 30679 | Angola | 2001 | sp_f_4554 | 323.0 |
| 30680 | Angola | 2002 | sp_f_4554 | 972.0 |
| 30681 | Angola | 2003 | sp_f_4554 | 1157.0 |
| 30682 | Angola | 2004 | sp_f_4554 | 1029.0 |
| 30683 | Angola | 2005 | sp_f_4554 | 1138.0 |
| 30684 | Angola | 2006 | sp_f_4554 | 1223.0 |
| 30685 | Angola | 2007 | sp_f_4554 | 1041.0 |
| 30686 | Angola | 2008 | sp_f_4554 | 1209.0 |
| 30687 | Angola | 2009 | sp_f_4554 | 1069.0 |
| 30688 | Angola | 2010 | sp_f_4554 | 958.0 |
| 30689 | Angola | 2011 | sp_f_4554 | 1006.0 |
| 30690 | Angola | 2012 | sp_f_4554 | 1028.0 |
| 33461 | Angola | 2000 | sp_f_5564 | 200.0 |
| 33462 | Angola | 2001 | sp_f_5564 | 200.0 |
| 33463 | Angola | 2002 | sp_f_5564 | 533.0 |
| 33464 | Angola | 2003 | sp_f_5564 | 395.0 |
| 33465 | Angola | 2004 | sp_f_5564 | 505.0 |
| 33466 | Angola | 2005 | sp_f_5564 | 581.0 |
| 33467 | Angola | 2006 | sp_f_5564 | 583.0 |
| 33468 | Angola | 2007 | sp_f_5564 | 554.0 |
| 33469 | Angola | 2008 | sp_f_5564 | 556.0 |
| 33470 | Angola | 2009 | sp_f_5564 | 572.0 |
| 33471 | Angola | 2010 | sp_f_5564 | 482.0 |
| 33472 | Angola | 2011 | sp_f_5564 | 457.0 |
| 33473 | Angola | 2012 | sp_f_5564 | 529.0 |
| 36244 | Angola | 2000 | sp_f_65 | 120.0 |
| 36245 | Angola | 2001 | sp_f_65 | 182.0 |
| 36246 | Angola | 2002 | sp_f_65 | 305.0 |
| 36247 | Angola | 2003 | sp_f_65 | 129.0 |
| 36248 | Angola | 2004 | sp_f_65 | 269.0 |
| 36249 | Angola | 2005 | sp_f_65 | 417.0 |
| 36250 | Angola | 2006 | sp_f_65 | 314.0 |
| 36251 | Angola | 2007 | sp_f_65 | 367.0 |
| 36252 | Angola | 2008 | sp_f_65 | 337.0 |
| 36253 | Angola | 2009 | sp_f_65 | 272.0 |
| 36254 | Angola | 2010 | sp_f_65 | 286.0 |
| 36255 | Angola | 2011 | sp_f_65 | 346.0 |
| 36256 | Angola | 2012 | sp_f_65 | 384.0 |
In [10]:
age_range_map = {
'014': '<=14yo',
'1524': '15-24yo',
'2534': '25-34yo',
'3544': '35-44yo',
'4554': '45-54yo',
'5564': '55-64yo',
'65': '>=65yo'
}
tb_melted['gender'] = tb_melted['variable'].str[3]
tb_melted['age_range'] = tb_melted['variable'].str[5:].map(age_range_map)
tb = tb_melted[['country', 'year', 'gender', 'age_range', 'cases']]
tb[tb['country'] == 'Angola']
Out[10]:
| country | year | gender | age_range | cases | |
|---|---|---|---|---|---|
| 65 | Angola | 2000 | m | <=14yo | 186.0 |
| 66 | Angola | 2001 | m | <=14yo | 230.0 |
| 67 | Angola | 2002 | m | <=14yo | 435.0 |
| 68 | Angola | 2003 | m | <=14yo | 409.0 |
| 69 | Angola | 2004 | m | <=14yo | 554.0 |
| 70 | Angola | 2005 | m | <=14yo | 520.0 |
| 71 | Angola | 2006 | m | <=14yo | 540.0 |
| 72 | Angola | 2007 | m | <=14yo | 484.0 |
| 73 | Angola | 2008 | m | <=14yo | 367.0 |
| 74 | Angola | 2009 | m | <=14yo | 392.0 |
| 75 | Angola | 2010 | m | <=14yo | 448.0 |
| 76 | Angola | 2011 | m | <=14yo | 501.0 |
| 77 | Angola | 2012 | m | <=14yo | 390.0 |
| 2848 | Angola | 2000 | m | 15-24yo | 999.0 |
| 2849 | Angola | 2001 | m | 15-24yo | 892.0 |
| 2850 | Angola | 2002 | m | 15-24yo | 2223.0 |
| 2851 | Angola | 2003 | m | 15-24yo | 2355.0 |
| 2852 | Angola | 2004 | m | 15-24yo | 2684.0 |
| 2853 | Angola | 2005 | m | 15-24yo | 2549.0 |
| 2854 | Angola | 2006 | m | 15-24yo | 2632.0 |
| 2855 | Angola | 2007 | m | 15-24yo | 2824.0 |
| 2856 | Angola | 2008 | m | 15-24yo | 2970.0 |
| 2857 | Angola | 2009 | m | 15-24yo | 3054.0 |
| 2858 | Angola | 2010 | m | 15-24yo | 2900.0 |
| 2859 | Angola | 2011 | m | 15-24yo | 3000.0 |
| 2860 | Angola | 2012 | m | 15-24yo | 2804.0 |
| 5631 | Angola | 2000 | m | 25-34yo | 1003.0 |
| 5632 | Angola | 2001 | m | 25-34yo | 752.0 |
| 5633 | Angola | 2002 | m | 25-34yo | 2292.0 |
| 5634 | Angola | 2003 | m | 25-34yo | 2598.0 |
| 5635 | Angola | 2004 | m | 25-34yo | 2659.0 |
| 5636 | Angola | 2005 | m | 25-34yo | 2797.0 |
| 5637 | Angola | 2006 | m | 25-34yo | 3049.0 |
| 5638 | Angola | 2007 | m | 25-34yo | 3197.0 |
| 5639 | Angola | 2008 | m | 25-34yo | 3493.0 |
| 5640 | Angola | 2009 | m | 25-34yo | 3600.0 |
| 5641 | Angola | 2010 | m | 25-34yo | 3584.0 |
| 5642 | Angola | 2011 | m | 25-34yo | 3792.0 |
| 5643 | Angola | 2012 | m | 25-34yo | 3627.0 |
| 8414 | Angola | 2000 | m | 35-44yo | 912.0 |
| 8415 | Angola | 2001 | m | 35-44yo | 648.0 |
| 8416 | Angola | 2002 | m | 35-44yo | 1915.0 |
| 8417 | Angola | 2003 | m | 35-44yo | 1908.0 |
| 8418 | Angola | 2004 | m | 35-44yo | 1998.0 |
| 8419 | Angola | 2005 | m | 35-44yo | 1918.0 |
| 8420 | Angola | 2006 | m | 35-44yo | 2182.0 |
| 8421 | Angola | 2007 | m | 35-44yo | 2255.0 |
| 8422 | Angola | 2008 | m | 35-44yo | 2418.0 |
| 8423 | Angola | 2009 | m | 35-44yo | 2420.0 |
| 8424 | Angola | 2010 | m | 35-44yo | 2415.0 |
| 8425 | Angola | 2011 | m | 35-44yo | 2386.0 |
| 8426 | Angola | 2012 | m | 35-44yo | 2529.0 |
| 11197 | Angola | 2000 | m | 45-54yo | 482.0 |
| 11198 | Angola | 2001 | m | 45-54yo | 420.0 |
| 11199 | Angola | 2002 | m | 45-54yo | 1187.0 |
| 11200 | Angola | 2003 | m | 45-54yo | 1090.0 |
| 11201 | Angola | 2004 | m | 45-54yo | 1196.0 |
| 11202 | Angola | 2005 | m | 45-54yo | 1255.0 |
| 11203 | Angola | 2006 | m | 45-54yo | 1397.0 |
| 11204 | Angola | 2007 | m | 45-54yo | 1357.0 |
| 11205 | Angola | 2008 | m | 45-54yo | 1480.0 |
| 11206 | Angola | 2009 | m | 45-54yo | 1590.0 |
| 11207 | Angola | 2010 | m | 45-54yo | 1424.0 |
| 11208 | Angola | 2011 | m | 45-54yo | 1395.0 |
| 11209 | Angola | 2012 | m | 45-54yo | 1427.0 |
| 13980 | Angola | 2000 | m | 55-64yo | 312.0 |
| 13981 | Angola | 2001 | m | 55-64yo | 197.0 |
| 13982 | Angola | 2002 | m | 55-64yo | 624.0 |
| 13983 | Angola | 2003 | m | 55-64yo | 512.0 |
| 13984 | Angola | 2004 | m | 55-64yo | 561.0 |
| 13985 | Angola | 2005 | m | 55-64yo | 665.0 |
| 13986 | Angola | 2006 | m | 55-64yo | 729.0 |
| 13987 | Angola | 2007 | m | 55-64yo | 699.0 |
| 13988 | Angola | 2008 | m | 55-64yo | 733.0 |
| 13989 | Angola | 2009 | m | 55-64yo | 748.0 |
| 13990 | Angola | 2010 | m | 55-64yo | 691.0 |
| 13991 | Angola | 2011 | m | 55-64yo | 680.0 |
| 13992 | Angola | 2012 | m | 55-64yo | 732.0 |
| 16763 | Angola | 2000 | m | >=65yo | 194.0 |
| 16764 | Angola | 2001 | m | >=65yo | 173.0 |
| 16765 | Angola | 2002 | m | >=65yo | 444.0 |
| 16766 | Angola | 2003 | m | >=65yo | 361.0 |
| 16767 | Angola | 2004 | m | >=65yo | 321.0 |
| 16768 | Angola | 2005 | m | >=65yo | 461.0 |
| 16769 | Angola | 2006 | m | >=65yo | 428.0 |
| 16770 | Angola | 2007 | m | >=65yo | 465.0 |
| 16771 | Angola | 2008 | m | >=65yo | 420.0 |
| 16772 | Angola | 2009 | m | >=65yo | 463.0 |
| 16773 | Angola | 2010 | m | >=65yo | 355.0 |
| 16774 | Angola | 2011 | m | >=65yo | 455.0 |
| 16775 | Angola | 2012 | m | >=65yo | 424.0 |
| 19546 | Angola | 2000 | f | <=14yo | 247.0 |
| 19547 | Angola | 2001 | f | <=14yo | 279.0 |
| 19548 | Angola | 2002 | f | <=14yo | 640.0 |
| 19549 | Angola | 2003 | f | <=14yo | 591.0 |
| 19550 | Angola | 2004 | f | <=14yo | 733.0 |
| 19551 | Angola | 2005 | f | <=14yo | 704.0 |
| 19552 | Angola | 2006 | f | <=14yo | 689.0 |
| 19553 | Angola | 2007 | f | <=14yo | 703.0 |
| 19554 | Angola | 2008 | f | <=14yo | 512.0 |
| 19555 | Angola | 2009 | f | <=14yo | 568.0 |
| 19556 | Angola | 2010 | f | <=14yo | 558.0 |
| 19557 | Angola | 2011 | f | <=14yo | 708.0 |
| 19558 | Angola | 2012 | f | <=14yo | 592.0 |
| 22329 | Angola | 2000 | f | 15-24yo | 1142.0 |
| 22330 | Angola | 2001 | f | 15-24yo | 993.0 |
| 22331 | Angola | 2002 | f | 15-24yo | 2610.0 |
| 22332 | Angola | 2003 | f | 15-24yo | 3078.0 |
| 22333 | Angola | 2004 | f | 15-24yo | 3198.0 |
| 22334 | Angola | 2005 | f | 15-24yo | 2926.0 |
| 22335 | Angola | 2006 | f | 15-24yo | 2851.0 |
| 22336 | Angola | 2007 | f | 15-24yo | 2943.0 |
| 22337 | Angola | 2008 | f | 15-24yo | 3199.0 |
| 22338 | Angola | 2009 | f | 15-24yo | 3152.0 |
| 22339 | Angola | 2010 | f | 15-24yo | 2763.0 |
| 22340 | Angola | 2011 | f | 15-24yo | 2731.0 |
| 22341 | Angola | 2012 | f | 15-24yo | 2501.0 |
| 25112 | Angola | 2000 | f | 25-34yo | 1091.0 |
| 25113 | Angola | 2001 | f | 25-34yo | 869.0 |
| 25114 | Angola | 2002 | f | 25-34yo | 2208.0 |
| 25115 | Angola | 2003 | f | 25-34yo | 2641.0 |
| 25116 | Angola | 2004 | f | 25-34yo | 2772.0 |
| 25117 | Angola | 2005 | f | 25-34yo | 2682.0 |
| 25118 | Angola | 2006 | f | 25-34yo | 2892.0 |
| 25119 | Angola | 2007 | f | 25-34yo | 2721.0 |
| 25120 | Angola | 2008 | f | 25-34yo | 2786.0 |
| 25121 | Angola | 2009 | f | 25-34yo | 2798.0 |
| 25122 | Angola | 2010 | f | 25-34yo | 2594.0 |
| 25123 | Angola | 2011 | f | 25-34yo | 2563.0 |
| 25124 | Angola | 2012 | f | 25-34yo | 2540.0 |
| 27895 | Angola | 2000 | f | 35-44yo | 844.0 |
| 27896 | Angola | 2001 | f | 35-44yo | 647.0 |
| 27897 | Angola | 2002 | f | 35-44yo | 1600.0 |
| 27898 | Angola | 2003 | f | 35-44yo | 1747.0 |
| 27899 | Angola | 2004 | f | 35-44yo | 1854.0 |
| 27900 | Angola | 2005 | f | 35-44yo | 1797.0 |
| 27901 | Angola | 2006 | f | 35-44yo | 1990.0 |
| 27902 | Angola | 2007 | f | 35-44yo | 1812.0 |
| 27903 | Angola | 2008 | f | 35-44yo | 2082.0 |
| 27904 | Angola | 2009 | f | 35-44yo | 1790.0 |
| 27905 | Angola | 2010 | f | 35-44yo | 1688.0 |
| 27906 | Angola | 2011 | f | 35-44yo | 1683.0 |
| 27907 | Angola | 2012 | f | 35-44yo | 1617.0 |
| 30678 | Angola | 2000 | f | 45-54yo | 417.0 |
| 30679 | Angola | 2001 | f | 45-54yo | 323.0 |
| 30680 | Angola | 2002 | f | 45-54yo | 972.0 |
| 30681 | Angola | 2003 | f | 45-54yo | 1157.0 |
| 30682 | Angola | 2004 | f | 45-54yo | 1029.0 |
| 30683 | Angola | 2005 | f | 45-54yo | 1138.0 |
| 30684 | Angola | 2006 | f | 45-54yo | 1223.0 |
| 30685 | Angola | 2007 | f | 45-54yo | 1041.0 |
| 30686 | Angola | 2008 | f | 45-54yo | 1209.0 |
| 30687 | Angola | 2009 | f | 45-54yo | 1069.0 |
| 30688 | Angola | 2010 | f | 45-54yo | 958.0 |
| 30689 | Angola | 2011 | f | 45-54yo | 1006.0 |
| 30690 | Angola | 2012 | f | 45-54yo | 1028.0 |
| 33461 | Angola | 2000 | f | 55-64yo | 200.0 |
| 33462 | Angola | 2001 | f | 55-64yo | 200.0 |
| 33463 | Angola | 2002 | f | 55-64yo | 533.0 |
| 33464 | Angola | 2003 | f | 55-64yo | 395.0 |
| 33465 | Angola | 2004 | f | 55-64yo | 505.0 |
| 33466 | Angola | 2005 | f | 55-64yo | 581.0 |
| 33467 | Angola | 2006 | f | 55-64yo | 583.0 |
| 33468 | Angola | 2007 | f | 55-64yo | 554.0 |
| 33469 | Angola | 2008 | f | 55-64yo | 556.0 |
| 33470 | Angola | 2009 | f | 55-64yo | 572.0 |
| 33471 | Angola | 2010 | f | 55-64yo | 482.0 |
| 33472 | Angola | 2011 | f | 55-64yo | 457.0 |
| 33473 | Angola | 2012 | f | 55-64yo | 529.0 |
| 36244 | Angola | 2000 | f | >=65yo | 120.0 |
| 36245 | Angola | 2001 | f | >=65yo | 182.0 |
| 36246 | Angola | 2002 | f | >=65yo | 305.0 |
| 36247 | Angola | 2003 | f | >=65yo | 129.0 |
| 36248 | Angola | 2004 | f | >=65yo | 269.0 |
| 36249 | Angola | 2005 | f | >=65yo | 417.0 |
| 36250 | Angola | 2006 | f | >=65yo | 314.0 |
| 36251 | Angola | 2007 | f | >=65yo | 367.0 |
| 36252 | Angola | 2008 | f | >=65yo | 337.0 |
| 36253 | Angola | 2009 | f | >=65yo | 272.0 |
| 36254 | Angola | 2010 | f | >=65yo | 286.0 |
| 36255 | Angola | 2011 | f | >=65yo | 346.0 |
| 36256 | Angola | 2012 | f | >=65yo | 384.0 |
2. Compute summary tables¶
- Compute the number of cases per country and gender, for data between 2000 and 2006 (included)
- Compute the number of cases per country and year range (2000-2006, 2007-2012) on rows, and gender on columns
In [11]:
tb_cases_per_gender_2000 = (
tb[tb['year'].between(2000, 2006)]
.pivot_table(index='country', columns='gender', values='cases', aggfunc='sum')
)
tb_cases_per_gender_2000
Out[11]:
| gender | f | m |
|---|---|---|
| country | ||
| Afghanistan | 34579.0 | 16426.0 |
| Albania | 441.0 | 920.0 |
| Algeria | 22993.0 | 32926.0 |
| American Samoa | 11.0 | 6.0 |
| Andorra | 10.0 | 18.0 |
| Angola | 57307.0 | 56848.0 |
| Anguilla | 1.0 | 0.0 |
| Antigua and Barbuda | 11.0 | 5.0 |
| Argentina | 14527.0 | 19357.0 |
| Armenia | 681.0 | 3220.0 |
| Aruba | 0.0 | 0.0 |
| Australia | 547.0 | 915.0 |
| Austria | 456.0 | 1186.0 |
| Azerbaijan | 1559.0 | 5913.0 |
| Bahamas | 76.0 | 109.0 |
| Bahrain | 63.0 | 140.0 |
| Bangladesh | 133757.0 | 294417.0 |
| Barbados | 12.0 | 26.0 |
| Belarus | 1031.0 | 4247.0 |
| Belgium | 692.0 | 1588.0 |
| Belize | 140.0 | 243.0 |
| Benin | 6405.0 | 11283.0 |
| Bermuda | 1.0 | 1.0 |
| Bhutan | 1040.0 | 1356.0 |
| Bolivia (Plurinational State of) | 18089.0 | 26493.0 |
| Bosnia and Herzegovina | 1982.0 | 2669.0 |
| Botswana | 9650.0 | 12441.0 |
| Brazil | 113354.0 | 211322.0 |
| British Virgin Islands | 2.0 | 2.0 |
| Brunei Darussalam | 251.0 | 400.0 |
| Bulgaria | 1937.0 | 4233.0 |
| Burkina Faso | 4170.0 | 8743.0 |
| Burundi | 7043.0 | 11273.0 |
| Cabo Verde | 309.0 | 471.0 |
| Cambodia | 60829.0 | 63809.0 |
| Cameroon | 25588.0 | 38214.0 |
| Canada | 1265.0 | 1702.0 |
| Cayman Islands | 1.0 | 6.0 |
| Central African Republic | 5980.0 | 7685.0 |
| Chad | 4694.0 | 7208.0 |
| Chile | 3058.0 | 6281.0 |
| China | 692350.0 | 1522330.0 |
| China, Hong Kong SAR | 3792.0 | 8483.0 |
| China, Macao SAR | 284.0 | 699.0 |
| Colombia | 21225.0 | 31804.0 |
| Comoros | 192.0 | 253.0 |
| Congo | 5314.0 | 6160.0 |
| Cook Islands | 0.0 | 5.0 |
| Costa Rica | 886.0 | 1641.0 |
| Cote d'Ivoire | 28598.0 | 40932.0 |
| Croatia | 960.0 | 1931.0 |
| Cuba | 872.0 | 2762.0 |
| Cyprus | 13.0 | 35.0 |
| Czech Republic | 632.0 | 1703.0 |
| Democratic People's Republic of Korea | 46809.0 | 74757.0 |
| Democratic Republic of the Congo | 170192.0 | 192935.0 |
| Denmark | 370.0 | 601.0 |
| Djibouti | 2755.0 | 5755.0 |
| Dominica | 5.0 | 5.0 |
| Dominican Republic | 6419.0 | 9800.0 |
| Ecuador | 6807.0 | 9901.0 |
| Egypt | 10845.0 | 21086.0 |
| El Salvador | 2677.0 | 4082.0 |
| Equatorial Guinea | 161.0 | 245.0 |
| Eritrea | 2608.0 | 2270.0 |
| Estonia | 368.0 | 1015.0 |
| Ethiopia | 116094.0 | 140312.0 |
| Fiji | 209.0 | 334.0 |
| Finland | 312.0 | 583.0 |
| France | 4243.0 | 8166.0 |
| French Polynesia | 90.0 | 108.0 |
| Gabon | 2776.0 | 4131.0 |
| Gambia | 1613.0 | 3805.0 |
| Georgia | 1971.0 | 6242.0 |
| Germany | 2266.0 | 4311.0 |
| Ghana | 18497.0 | 34527.0 |
| Greece | 379.0 | 923.0 |
| Greenland | 0.0 | 0.0 |
| Grenada | 2.0 | 2.0 |
| Guam | 97.0 | 179.0 |
| Guatemala | 5596.0 | 6544.0 |
| Guinea | 11207.0 | 21725.0 |
| Guinea-Bissau | 2285.0 | 3451.0 |
| Guyana | 916.0 | 1962.0 |
| Haiti | 23235.0 | 23307.0 |
| Honduras | 7230.0 | 8965.0 |
| Hungary | 897.0 | 2514.0 |
| Iceland | 6.0 | 9.0 |
| India | 828474.0 | 1848348.0 |
| Indonesia | 286538.0 | 399164.0 |
| Iran (Islamic Republic of) | 17795.0 | 17946.0 |
| Iraq | 7994.0 | 15159.0 |
| Ireland | 246.0 | 441.0 |
| Israel | 466.0 | 738.0 |
| Italy | 2360.0 | 4445.0 |
| Jamaica | 139.0 | 350.0 |
| Japan | 23230.0 | 53242.0 |
| Jordan | 227.0 | 436.0 |
| Kazakhstan | 18320.0 | 30157.0 |
| Kenya | 106531.0 | 146717.0 |
| Kiribati | 324.0 | 366.0 |
| Kuwait | 524.0 | 956.0 |
| Kyrgyzstan | 4503.0 | 7007.0 |
| Lao People's Democratic Republic | 5757.0 | 9100.0 |
| Latvia | 1097.0 | 3094.0 |
| Lebanon | 430.0 | 613.0 |
| Lesotho | 9791.0 | 12371.0 |
| Liberia | 5500.0 | 7301.0 |
| Libya | 847.0 | 3092.0 |
| Lithuania | 1677.0 | 4595.0 |
| Luxembourg | 44.0 | 68.0 |
| Madagascar | 29552.0 | 42855.0 |
| Malawi | 24471.0 | 24994.0 |
| Malaysia | 23938.0 | 52440.0 |
| Maldives | 169.0 | 268.0 |
| Mali | 6028.0 | 12665.0 |
| Malta | 4.0 | 21.0 |
| Marshall Islands | 159.0 | 152.0 |
| Mauritania | 902.0 | 2246.0 |
| Mauritius | 180.0 | 432.0 |
| Mexico | 33134.0 | 53218.0 |
| Micronesia (Federated States of) | 116.0 | 93.0 |
| Monaco | 0.0 | 0.0 |
| Mongolia | 5583.0 | 6454.0 |
| Montenegro | 42.0 | 80.0 |
| Montserrat | 0.0 | 3.0 |
| Morocco | 30252.0 | 58497.0 |
| Mozambique | 0.0 | 0.0 |
| Myanmar | 67403.0 | 130337.0 |
| Namibia | 14772.0 | 19685.0 |
| Nauru | 5.0 | 5.0 |
| Nepal | 32414.0 | 66254.0 |
| Netherlands | 593.0 | 1258.0 |
| Netherlands Antilles | 12.0 | 40.0 |
| New Caledonia | 63.0 | 86.0 |
| New Zealand | 295.0 | 335.0 |
| Nicaragua | 4244.0 | 5319.0 |
| Niger | 4789.0 | 12190.0 |
| Nigeria | 80330.0 | 111660.0 |
| Niue | 1.0 | 0.0 |
| Northern Mariana Islands | 96.0 | 111.0 |
| Norway | 129.0 | 175.0 |
| Oman | 453.0 | 692.0 |
| Pakistan | 94064.0 | 99216.0 |
| Palau | 11.0 | 23.0 |
| Panama | 1902.0 | 3346.0 |
| Papua New Guinea | 3225.0 | 3434.0 |
| Paraguay | 2815.0 | 5061.0 |
| Peru | 46298.0 | 62229.0 |
| Philippines | 96966.0 | 216914.0 |
| Poland | 6560.0 | 15001.0 |
| Portugal | 2962.0 | 8464.0 |
| Puerto Rico | 157.0 | 332.0 |
| Qatar | 114.0 | 399.0 |
| Republic of Korea | 28390.0 | 48574.0 |
| Republic of Moldova | 2053.0 | 6568.0 |
| Romania | 21126.0 | 52827.0 |
| Russian Federation | 35450.0 | 113330.0 |
| Rwanda | 7350.0 | 12980.0 |
| Saint Kitts and Nevis | 3.0 | 1.0 |
| Saint Lucia | 29.0 | 48.0 |
| Saint Vincent and the Grenadines | 10.0 | 31.0 |
| Samoa | 41.0 | 41.0 |
| San Marino | 0.0 | 1.0 |
| Sao Tome and Principe | 193.0 | 213.0 |
| Saudi Arabia | 4572.0 | 7073.0 |
| Senegal | 13910.0 | 30431.0 |
| Serbia | 868.0 | 1364.0 |
| Serbia & Montenegro | 1078.0 | 1632.0 |
| Seychelles | 17.0 | 42.0 |
| Sierra Leone | 9201.0 | 14748.0 |
| Singapore | 862.0 | 2466.0 |
| Slovakia | 437.0 | 897.0 |
| Slovenia | 281.0 | 530.0 |
| Solomon Islands | 427.0 | 373.0 |
| Somalia | 13763.0 | 24980.0 |
| South Africa | 264248.0 | 341088.0 |
| Spain | 4180.0 | 8889.0 |
| Sri Lanka | 8386.0 | 22441.0 |
| Sudan | 32121.0 | 48022.0 |
| Suriname | 93.0 | 235.0 |
| Swaziland | 6696.0 | 7019.0 |
| Sweden | 352.0 | 449.0 |
| Switzerland | 227.0 | 386.0 |
| Syrian Arab Republic | 3582.0 | 6609.0 |
| Tajikistan | 1521.0 | 2208.0 |
| Thailand | 55379.0 | 130832.0 |
| The Former Yugoslav Republic of Macedonia | 474.0 | 812.0 |
| Timor-Leste | 2150.0 | 2903.0 |
| Togo | 3449.0 | 5429.0 |
| Tokelau | 0.0 | 0.0 |
| Tonga | 33.0 | 49.0 |
| Trinidad and Tobago | 244.0 | 579.0 |
| Tunisia | 1803.0 | 4931.0 |
| Turkey | 4219.0 | 11395.0 |
| Turkmenistan | 2777.0 | 5187.0 |
| Turks and Caicos Islands | 10.0 | 5.0 |
| Tuvalu | 10.0 | 16.0 |
| US Virgin Islands | 0.0 | 0.0 |
| Uganda | 56500.0 | 79555.0 |
| Ukraine | 11481.0 | 38200.0 |
| United Arab Emirates | 143.0 | 170.0 |
| United Kingdom of Great Britain and Northern Ireland | 3546.0 | 5285.0 |
| United Republic of Tanzania | 65505.0 | 108065.0 |
| United States of America | 12047.0 | 25716.0 |
| Uruguay | 727.0 | 1641.0 |
| Uzbekistan | 13706.0 | 18760.0 |
| Vanuatu | 154.0 | 186.0 |
| Venezuela (Bolivarian Republic of) | 7215.0 | 11087.0 |
| Viet Nam | 112399.0 | 278116.0 |
| Wallis and Futuna Islands | 7.0 | 10.0 |
| West Bank and Gaza Strip | 14.0 | 28.0 |
| Yemen | 12969.0 | 15771.0 |
| Zambia | 41179.0 | 53162.0 |
| Zimbabwe | 30699.0 | 35504.0 |
In [14]:
# Add a new column, containing the year range
tb['year_range'] = (
tb['year']
.between(2000, 2006)
.map({True: '2000-2006', False: '2007-2012'})
)
tb[tb['country'] == 'Angola']
Out[14]:
| country | year | gender | age_range | cases | year_range | |
|---|---|---|---|---|---|---|
| 65 | Angola | 2000 | m | <=14yo | 186.0 | 2000-2006 |
| 66 | Angola | 2001 | m | <=14yo | 230.0 | 2000-2006 |
| 67 | Angola | 2002 | m | <=14yo | 435.0 | 2000-2006 |
| 68 | Angola | 2003 | m | <=14yo | 409.0 | 2000-2006 |
| 69 | Angola | 2004 | m | <=14yo | 554.0 | 2000-2006 |
| 70 | Angola | 2005 | m | <=14yo | 520.0 | 2000-2006 |
| 71 | Angola | 2006 | m | <=14yo | 540.0 | 2000-2006 |
| 72 | Angola | 2007 | m | <=14yo | 484.0 | 2007-2012 |
| 73 | Angola | 2008 | m | <=14yo | 367.0 | 2007-2012 |
| 74 | Angola | 2009 | m | <=14yo | 392.0 | 2007-2012 |
| 75 | Angola | 2010 | m | <=14yo | 448.0 | 2007-2012 |
| 76 | Angola | 2011 | m | <=14yo | 501.0 | 2007-2012 |
| 77 | Angola | 2012 | m | <=14yo | 390.0 | 2007-2012 |
| 2848 | Angola | 2000 | m | 15-24yo | 999.0 | 2000-2006 |
| 2849 | Angola | 2001 | m | 15-24yo | 892.0 | 2000-2006 |
| 2850 | Angola | 2002 | m | 15-24yo | 2223.0 | 2000-2006 |
| 2851 | Angola | 2003 | m | 15-24yo | 2355.0 | 2000-2006 |
| 2852 | Angola | 2004 | m | 15-24yo | 2684.0 | 2000-2006 |
| 2853 | Angola | 2005 | m | 15-24yo | 2549.0 | 2000-2006 |
| 2854 | Angola | 2006 | m | 15-24yo | 2632.0 | 2000-2006 |
| 2855 | Angola | 2007 | m | 15-24yo | 2824.0 | 2007-2012 |
| 2856 | Angola | 2008 | m | 15-24yo | 2970.0 | 2007-2012 |
| 2857 | Angola | 2009 | m | 15-24yo | 3054.0 | 2007-2012 |
| 2858 | Angola | 2010 | m | 15-24yo | 2900.0 | 2007-2012 |
| 2859 | Angola | 2011 | m | 15-24yo | 3000.0 | 2007-2012 |
| 2860 | Angola | 2012 | m | 15-24yo | 2804.0 | 2007-2012 |
| 5631 | Angola | 2000 | m | 25-34yo | 1003.0 | 2000-2006 |
| 5632 | Angola | 2001 | m | 25-34yo | 752.0 | 2000-2006 |
| 5633 | Angola | 2002 | m | 25-34yo | 2292.0 | 2000-2006 |
| 5634 | Angola | 2003 | m | 25-34yo | 2598.0 | 2000-2006 |
| 5635 | Angola | 2004 | m | 25-34yo | 2659.0 | 2000-2006 |
| 5636 | Angola | 2005 | m | 25-34yo | 2797.0 | 2000-2006 |
| 5637 | Angola | 2006 | m | 25-34yo | 3049.0 | 2000-2006 |
| 5638 | Angola | 2007 | m | 25-34yo | 3197.0 | 2007-2012 |
| 5639 | Angola | 2008 | m | 25-34yo | 3493.0 | 2007-2012 |
| 5640 | Angola | 2009 | m | 25-34yo | 3600.0 | 2007-2012 |
| 5641 | Angola | 2010 | m | 25-34yo | 3584.0 | 2007-2012 |
| 5642 | Angola | 2011 | m | 25-34yo | 3792.0 | 2007-2012 |
| 5643 | Angola | 2012 | m | 25-34yo | 3627.0 | 2007-2012 |
| 8414 | Angola | 2000 | m | 35-44yo | 912.0 | 2000-2006 |
| 8415 | Angola | 2001 | m | 35-44yo | 648.0 | 2000-2006 |
| 8416 | Angola | 2002 | m | 35-44yo | 1915.0 | 2000-2006 |
| 8417 | Angola | 2003 | m | 35-44yo | 1908.0 | 2000-2006 |
| 8418 | Angola | 2004 | m | 35-44yo | 1998.0 | 2000-2006 |
| 8419 | Angola | 2005 | m | 35-44yo | 1918.0 | 2000-2006 |
| 8420 | Angola | 2006 | m | 35-44yo | 2182.0 | 2000-2006 |
| 8421 | Angola | 2007 | m | 35-44yo | 2255.0 | 2007-2012 |
| 8422 | Angola | 2008 | m | 35-44yo | 2418.0 | 2007-2012 |
| 8423 | Angola | 2009 | m | 35-44yo | 2420.0 | 2007-2012 |
| 8424 | Angola | 2010 | m | 35-44yo | 2415.0 | 2007-2012 |
| 8425 | Angola | 2011 | m | 35-44yo | 2386.0 | 2007-2012 |
| 8426 | Angola | 2012 | m | 35-44yo | 2529.0 | 2007-2012 |
| 11197 | Angola | 2000 | m | 45-54yo | 482.0 | 2000-2006 |
| 11198 | Angola | 2001 | m | 45-54yo | 420.0 | 2000-2006 |
| 11199 | Angola | 2002 | m | 45-54yo | 1187.0 | 2000-2006 |
| 11200 | Angola | 2003 | m | 45-54yo | 1090.0 | 2000-2006 |
| 11201 | Angola | 2004 | m | 45-54yo | 1196.0 | 2000-2006 |
| 11202 | Angola | 2005 | m | 45-54yo | 1255.0 | 2000-2006 |
| 11203 | Angola | 2006 | m | 45-54yo | 1397.0 | 2000-2006 |
| 11204 | Angola | 2007 | m | 45-54yo | 1357.0 | 2007-2012 |
| 11205 | Angola | 2008 | m | 45-54yo | 1480.0 | 2007-2012 |
| 11206 | Angola | 2009 | m | 45-54yo | 1590.0 | 2007-2012 |
| 11207 | Angola | 2010 | m | 45-54yo | 1424.0 | 2007-2012 |
| 11208 | Angola | 2011 | m | 45-54yo | 1395.0 | 2007-2012 |
| 11209 | Angola | 2012 | m | 45-54yo | 1427.0 | 2007-2012 |
| 13980 | Angola | 2000 | m | 55-64yo | 312.0 | 2000-2006 |
| 13981 | Angola | 2001 | m | 55-64yo | 197.0 | 2000-2006 |
| 13982 | Angola | 2002 | m | 55-64yo | 624.0 | 2000-2006 |
| 13983 | Angola | 2003 | m | 55-64yo | 512.0 | 2000-2006 |
| 13984 | Angola | 2004 | m | 55-64yo | 561.0 | 2000-2006 |
| 13985 | Angola | 2005 | m | 55-64yo | 665.0 | 2000-2006 |
| 13986 | Angola | 2006 | m | 55-64yo | 729.0 | 2000-2006 |
| 13987 | Angola | 2007 | m | 55-64yo | 699.0 | 2007-2012 |
| 13988 | Angola | 2008 | m | 55-64yo | 733.0 | 2007-2012 |
| 13989 | Angola | 2009 | m | 55-64yo | 748.0 | 2007-2012 |
| 13990 | Angola | 2010 | m | 55-64yo | 691.0 | 2007-2012 |
| 13991 | Angola | 2011 | m | 55-64yo | 680.0 | 2007-2012 |
| 13992 | Angola | 2012 | m | 55-64yo | 732.0 | 2007-2012 |
| 16763 | Angola | 2000 | m | >=65yo | 194.0 | 2000-2006 |
| 16764 | Angola | 2001 | m | >=65yo | 173.0 | 2000-2006 |
| 16765 | Angola | 2002 | m | >=65yo | 444.0 | 2000-2006 |
| 16766 | Angola | 2003 | m | >=65yo | 361.0 | 2000-2006 |
| 16767 | Angola | 2004 | m | >=65yo | 321.0 | 2000-2006 |
| 16768 | Angola | 2005 | m | >=65yo | 461.0 | 2000-2006 |
| 16769 | Angola | 2006 | m | >=65yo | 428.0 | 2000-2006 |
| 16770 | Angola | 2007 | m | >=65yo | 465.0 | 2007-2012 |
| 16771 | Angola | 2008 | m | >=65yo | 420.0 | 2007-2012 |
| 16772 | Angola | 2009 | m | >=65yo | 463.0 | 2007-2012 |
| 16773 | Angola | 2010 | m | >=65yo | 355.0 | 2007-2012 |
| 16774 | Angola | 2011 | m | >=65yo | 455.0 | 2007-2012 |
| 16775 | Angola | 2012 | m | >=65yo | 424.0 | 2007-2012 |
| 19546 | Angola | 2000 | f | <=14yo | 247.0 | 2000-2006 |
| 19547 | Angola | 2001 | f | <=14yo | 279.0 | 2000-2006 |
| 19548 | Angola | 2002 | f | <=14yo | 640.0 | 2000-2006 |
| 19549 | Angola | 2003 | f | <=14yo | 591.0 | 2000-2006 |
| 19550 | Angola | 2004 | f | <=14yo | 733.0 | 2000-2006 |
| 19551 | Angola | 2005 | f | <=14yo | 704.0 | 2000-2006 |
| 19552 | Angola | 2006 | f | <=14yo | 689.0 | 2000-2006 |
| 19553 | Angola | 2007 | f | <=14yo | 703.0 | 2007-2012 |
| 19554 | Angola | 2008 | f | <=14yo | 512.0 | 2007-2012 |
| 19555 | Angola | 2009 | f | <=14yo | 568.0 | 2007-2012 |
| 19556 | Angola | 2010 | f | <=14yo | 558.0 | 2007-2012 |
| 19557 | Angola | 2011 | f | <=14yo | 708.0 | 2007-2012 |
| 19558 | Angola | 2012 | f | <=14yo | 592.0 | 2007-2012 |
| 22329 | Angola | 2000 | f | 15-24yo | 1142.0 | 2000-2006 |
| 22330 | Angola | 2001 | f | 15-24yo | 993.0 | 2000-2006 |
| 22331 | Angola | 2002 | f | 15-24yo | 2610.0 | 2000-2006 |
| 22332 | Angola | 2003 | f | 15-24yo | 3078.0 | 2000-2006 |
| 22333 | Angola | 2004 | f | 15-24yo | 3198.0 | 2000-2006 |
| 22334 | Angola | 2005 | f | 15-24yo | 2926.0 | 2000-2006 |
| 22335 | Angola | 2006 | f | 15-24yo | 2851.0 | 2000-2006 |
| 22336 | Angola | 2007 | f | 15-24yo | 2943.0 | 2007-2012 |
| 22337 | Angola | 2008 | f | 15-24yo | 3199.0 | 2007-2012 |
| 22338 | Angola | 2009 | f | 15-24yo | 3152.0 | 2007-2012 |
| 22339 | Angola | 2010 | f | 15-24yo | 2763.0 | 2007-2012 |
| 22340 | Angola | 2011 | f | 15-24yo | 2731.0 | 2007-2012 |
| 22341 | Angola | 2012 | f | 15-24yo | 2501.0 | 2007-2012 |
| 25112 | Angola | 2000 | f | 25-34yo | 1091.0 | 2000-2006 |
| 25113 | Angola | 2001 | f | 25-34yo | 869.0 | 2000-2006 |
| 25114 | Angola | 2002 | f | 25-34yo | 2208.0 | 2000-2006 |
| 25115 | Angola | 2003 | f | 25-34yo | 2641.0 | 2000-2006 |
| 25116 | Angola | 2004 | f | 25-34yo | 2772.0 | 2000-2006 |
| 25117 | Angola | 2005 | f | 25-34yo | 2682.0 | 2000-2006 |
| 25118 | Angola | 2006 | f | 25-34yo | 2892.0 | 2000-2006 |
| 25119 | Angola | 2007 | f | 25-34yo | 2721.0 | 2007-2012 |
| 25120 | Angola | 2008 | f | 25-34yo | 2786.0 | 2007-2012 |
| 25121 | Angola | 2009 | f | 25-34yo | 2798.0 | 2007-2012 |
| 25122 | Angola | 2010 | f | 25-34yo | 2594.0 | 2007-2012 |
| 25123 | Angola | 2011 | f | 25-34yo | 2563.0 | 2007-2012 |
| 25124 | Angola | 2012 | f | 25-34yo | 2540.0 | 2007-2012 |
| 27895 | Angola | 2000 | f | 35-44yo | 844.0 | 2000-2006 |
| 27896 | Angola | 2001 | f | 35-44yo | 647.0 | 2000-2006 |
| 27897 | Angola | 2002 | f | 35-44yo | 1600.0 | 2000-2006 |
| 27898 | Angola | 2003 | f | 35-44yo | 1747.0 | 2000-2006 |
| 27899 | Angola | 2004 | f | 35-44yo | 1854.0 | 2000-2006 |
| 27900 | Angola | 2005 | f | 35-44yo | 1797.0 | 2000-2006 |
| 27901 | Angola | 2006 | f | 35-44yo | 1990.0 | 2000-2006 |
| 27902 | Angola | 2007 | f | 35-44yo | 1812.0 | 2007-2012 |
| 27903 | Angola | 2008 | f | 35-44yo | 2082.0 | 2007-2012 |
| 27904 | Angola | 2009 | f | 35-44yo | 1790.0 | 2007-2012 |
| 27905 | Angola | 2010 | f | 35-44yo | 1688.0 | 2007-2012 |
| 27906 | Angola | 2011 | f | 35-44yo | 1683.0 | 2007-2012 |
| 27907 | Angola | 2012 | f | 35-44yo | 1617.0 | 2007-2012 |
| 30678 | Angola | 2000 | f | 45-54yo | 417.0 | 2000-2006 |
| 30679 | Angola | 2001 | f | 45-54yo | 323.0 | 2000-2006 |
| 30680 | Angola | 2002 | f | 45-54yo | 972.0 | 2000-2006 |
| 30681 | Angola | 2003 | f | 45-54yo | 1157.0 | 2000-2006 |
| 30682 | Angola | 2004 | f | 45-54yo | 1029.0 | 2000-2006 |
| 30683 | Angola | 2005 | f | 45-54yo | 1138.0 | 2000-2006 |
| 30684 | Angola | 2006 | f | 45-54yo | 1223.0 | 2000-2006 |
| 30685 | Angola | 2007 | f | 45-54yo | 1041.0 | 2007-2012 |
| 30686 | Angola | 2008 | f | 45-54yo | 1209.0 | 2007-2012 |
| 30687 | Angola | 2009 | f | 45-54yo | 1069.0 | 2007-2012 |
| 30688 | Angola | 2010 | f | 45-54yo | 958.0 | 2007-2012 |
| 30689 | Angola | 2011 | f | 45-54yo | 1006.0 | 2007-2012 |
| 30690 | Angola | 2012 | f | 45-54yo | 1028.0 | 2007-2012 |
| 33461 | Angola | 2000 | f | 55-64yo | 200.0 | 2000-2006 |
| 33462 | Angola | 2001 | f | 55-64yo | 200.0 | 2000-2006 |
| 33463 | Angola | 2002 | f | 55-64yo | 533.0 | 2000-2006 |
| 33464 | Angola | 2003 | f | 55-64yo | 395.0 | 2000-2006 |
| 33465 | Angola | 2004 | f | 55-64yo | 505.0 | 2000-2006 |
| 33466 | Angola | 2005 | f | 55-64yo | 581.0 | 2000-2006 |
| 33467 | Angola | 2006 | f | 55-64yo | 583.0 | 2000-2006 |
| 33468 | Angola | 2007 | f | 55-64yo | 554.0 | 2007-2012 |
| 33469 | Angola | 2008 | f | 55-64yo | 556.0 | 2007-2012 |
| 33470 | Angola | 2009 | f | 55-64yo | 572.0 | 2007-2012 |
| 33471 | Angola | 2010 | f | 55-64yo | 482.0 | 2007-2012 |
| 33472 | Angola | 2011 | f | 55-64yo | 457.0 | 2007-2012 |
| 33473 | Angola | 2012 | f | 55-64yo | 529.0 | 2007-2012 |
| 36244 | Angola | 2000 | f | >=65yo | 120.0 | 2000-2006 |
| 36245 | Angola | 2001 | f | >=65yo | 182.0 | 2000-2006 |
| 36246 | Angola | 2002 | f | >=65yo | 305.0 | 2000-2006 |
| 36247 | Angola | 2003 | f | >=65yo | 129.0 | 2000-2006 |
| 36248 | Angola | 2004 | f | >=65yo | 269.0 | 2000-2006 |
| 36249 | Angola | 2005 | f | >=65yo | 417.0 | 2000-2006 |
| 36250 | Angola | 2006 | f | >=65yo | 314.0 | 2000-2006 |
| 36251 | Angola | 2007 | f | >=65yo | 367.0 | 2007-2012 |
| 36252 | Angola | 2008 | f | >=65yo | 337.0 | 2007-2012 |
| 36253 | Angola | 2009 | f | >=65yo | 272.0 | 2007-2012 |
| 36254 | Angola | 2010 | f | >=65yo | 286.0 | 2007-2012 |
| 36255 | Angola | 2011 | f | >=65yo | 346.0 | 2007-2012 |
| 36256 | Angola | 2012 | f | >=65yo | 384.0 | 2007-2012 |
In [16]:
tb_cases_per_gender = (
tb.pivot_table(index=['country', 'year_range'], columns='gender', values='cases', aggfunc='sum')
)
tb_cases_per_gender
Out[16]:
| gender | f | m | |
|---|---|---|---|
| country | year_range | ||
| Afghanistan | 2000-2006 | 34579.0 | 16426.0 |
| 2007-2012 | 53159.0 | 25748.0 | |
| Albania | 2000-2006 | 441.0 | 920.0 |
| 2007-2012 | 310.0 | 706.0 | |
| Algeria | 2000-2006 | 22993.0 | 32926.0 |
| 2007-2012 | 18904.0 | 30182.0 | |
| American Samoa | 2000-2006 | 11.0 | 6.0 |
| 2007-2012 | 0.0 | 0.0 | |
| Andorra | 2000-2006 | 10.0 | 18.0 |
| 2007-2012 | 5.0 | 5.0 | |
| Angola | 2000-2006 | 57307.0 | 56848.0 |
| 2007-2012 | 59057.0 | 71388.0 | |
| Anguilla | 2000-2006 | 1.0 | 0.0 |
| 2007-2012 | 0.0 | 1.0 | |
| Antigua and Barbuda | 2000-2006 | 11.0 | 5.0 |
| 2007-2012 | 2.0 | 18.0 | |
| Argentina | 2000-2006 | 14527.0 | 19357.0 |
| 2007-2012 | 12051.0 | 15187.0 | |
| Armenia | 2000-2006 | 681.0 | 3220.0 |
| 2007-2012 | 491.0 | 1916.0 | |
| Aruba | 2000-2006 | 0.0 | 0.0 |
| 2007-2012 | 11.0 | 10.0 | |
| Australia | 2000-2006 | 547.0 | 915.0 |
| 2007-2012 | 706.0 | 1003.0 | |
| Austria | 2000-2006 | 456.0 | 1186.0 |
| 2007-2012 | 182.0 | 361.0 | |
| Azerbaijan | 2000-2006 | 1559.0 | 5913.0 |
| 2007-2012 | 1078.0 | 3082.0 | |
| Bahamas | 2000-2006 | 76.0 | 109.0 |
| 2007-2012 | 50.0 | 102.0 | |
| Bahrain | 2000-2006 | 63.0 | 140.0 |
| 2007-2012 | 198.0 | 454.0 | |
| Bangladesh | 2000-2006 | 133757.0 | 294417.0 |
| 2007-2012 | 175795.0 | 346381.0 | |
| Barbados | 2000-2006 | 12.0 | 26.0 |
| 2007-2012 | 6.0 | 11.0 | |
| Belarus | 2000-2006 | 1031.0 | 4247.0 |
| 2007-2012 | 1648.0 | 5427.0 | |
| Belgium | 2000-2006 | 692.0 | 1588.0 |
| 2007-2012 | 533.0 | 1092.0 | |
| Belize | 2000-2006 | 140.0 | 243.0 |
| 2007-2012 | 148.0 | 326.0 | |
| Benin | 2000-2006 | 6405.0 | 11283.0 |
| 2007-2012 | 6316.0 | 11855.0 | |
| Bermuda | 2000-2006 | 1.0 | 1.0 |
| 2007-2012 | 1.0 | 1.0 | |
| Bhutan | 2000-2006 | 1040.0 | 1356.0 |
| 2007-2012 | 1301.0 | 1257.0 | |
| Bolivia (Plurinational State of) | 2000-2006 | 18089.0 | 26493.0 |
| 2007-2012 | 13521.0 | 20791.0 | |
| Bonaire, Saint Eustatius and Saba | 2007-2012 | 0.0 | 0.0 |
| Bosnia and Herzegovina | 2000-2006 | 1982.0 | 2669.0 |
| 2007-2012 | 1076.0 | 1603.0 | |
| Botswana | 2000-2006 | 9650.0 | 12441.0 |
| 2007-2012 | 7660.0 | 9792.0 | |
| Brazil | 2000-2006 | 113354.0 | 211322.0 |
| 2007-2012 | 73972.0 | 159616.0 | |
| British Virgin Islands | 2000-2006 | 2.0 | 2.0 |
| 2007-2012 | 0.0 | 1.0 | |
| Brunei Darussalam | 2000-2006 | 251.0 | 400.0 |
| 2007-2012 | 294.0 | 480.0 | |
| Bulgaria | 2000-2006 | 1937.0 | 4233.0 |
| 2007-2012 | 1501.0 | 3758.0 | |
| Burkina Faso | 2000-2006 | 4170.0 | 8743.0 |
| 2007-2012 | 5765.0 | 12740.0 | |
| Burundi | 2000-2006 | 7043.0 | 11273.0 |
| 2007-2012 | 8205.0 | 15699.0 | |
| Cabo Verde | 2000-2006 | 309.0 | 471.0 |
| 2007-2012 | 268.0 | 630.0 | |
| Cambodia | 2000-2006 | 60829.0 | 63809.0 |
| 2007-2012 | 49450.0 | 55865.0 | |
| Cameroon | 2000-2006 | 25588.0 | 38214.0 |
| 2007-2012 | 34545.0 | 51806.0 | |
| Canada | 2000-2006 | 1265.0 | 1702.0 |
| 2007-2012 | 1041.0 | 1615.0 | |
| Cayman Islands | 2000-2006 | 1.0 | 6.0 |
| 2007-2012 | 1.0 | 8.0 | |
| Central African Republic | 2000-2006 | 5980.0 | 7685.0 |
| 2007-2012 | 9510.0 | 11593.0 | |
| Chad | 2000-2006 | 4694.0 | 7208.0 |
| 2007-2012 | 6377.0 | 12948.0 | |
| Chile | 2000-2006 | 3058.0 | 6281.0 |
| 2007-2012 | 2186.0 | 4761.0 | |
| China | 2000-2006 | 692350.0 | 1522330.0 |
| 2007-2012 | 716717.0 | 1784144.0 | |
| China, Hong Kong SAR | 2000-2006 | 3792.0 | 8483.0 |
| 2007-2012 | 2754.0 | 5968.0 | |
| China, Macao SAR | 2000-2006 | 284.0 | 699.0 |
| 2007-2012 | 302.0 | 644.0 | |
| Colombia | 2000-2006 | 21225.0 | 31804.0 |
| 2007-2012 | 16508.0 | 25150.0 | |
| Comoros | 2000-2006 | 192.0 | 253.0 |
| 2007-2012 | 93.0 | 193.0 | |
| Congo | 2000-2006 | 5314.0 | 6160.0 |
| 2007-2012 | 9625.0 | 11880.0 | |
| Cook Islands | 2000-2006 | 0.0 | 5.0 |
| 2007-2012 | 1.0 | 3.0 | |
| Costa Rica | 2000-2006 | 886.0 | 1641.0 |
| 2007-2012 | 583.0 | 1099.0 | |
| Cote d'Ivoire | 2000-2006 | 28598.0 | 40932.0 |
| 2007-2012 | 34650.0 | 52222.0 | |
| Croatia | 2000-2006 | 960.0 | 1931.0 |
| 2007-2012 | 369.0 | 785.0 | |
| Cuba | 2000-2006 | 872.0 | 2762.0 |
| 2007-2012 | 495.0 | 1694.0 | |
| Curacao | 2007-2012 | 3.0 | 3.0 |
| Cyprus | 2000-2006 | 13.0 | 35.0 |
| 2007-2012 | 28.0 | 32.0 | |
| Czech Republic | 2000-2006 | 632.0 | 1703.0 |
| 2007-2012 | 319.0 | 1010.0 | |
| Democratic People's Republic of Korea | 2000-2006 | 46809.0 | 74757.0 |
| 2007-2012 | 64750.0 | 110640.0 | |
| Democratic Republic of the Congo | 2000-2006 | 170192.0 | 192935.0 |
| 2007-2012 | 193001.0 | 229162.0 | |
| Denmark | 2000-2006 | 370.0 | 601.0 |
| 2007-2012 | 228.0 | 463.0 | |
| Djibouti | 2000-2006 | 2755.0 | 5755.0 |
| 2007-2012 | 2672.0 | 4975.0 | |
| Dominica | 2000-2006 | 5.0 | 5.0 |
| 2007-2012 | 6.0 | 19.0 | |
| Dominican Republic | 2000-2006 | 6419.0 | 9800.0 |
| 2007-2012 | 5481.0 | 8887.0 | |
| Ecuador | 2000-2006 | 6807.0 | 9901.0 |
| 2007-2012 | 7696.0 | 13212.0 | |
| Egypt | 2000-2006 | 10845.0 | 21086.0 |
| 2007-2012 | 9385.0 | 19162.0 | |
| El Salvador | 2000-2006 | 2677.0 | 4082.0 |
| 2007-2012 | 2230.0 | 3915.0 | |
| Equatorial Guinea | 2000-2006 | 161.0 | 245.0 |
| 2007-2012 | 908.0 | 1251.0 | |
| Eritrea | 2000-2006 | 2608.0 | 2270.0 |
| 2007-2012 | 1392.0 | 1715.0 | |
| Estonia | 2000-2006 | 368.0 | 1015.0 |
| 2007-2012 | 200.0 | 575.0 | |
| Ethiopia | 2000-2006 | 116094.0 | 140312.0 |
| 2007-2012 | 97671.0 | 121887.0 | |
| Fiji | 2000-2006 | 209.0 | 334.0 |
| 2007-2012 | 245.0 | 289.0 | |
| Finland | 2000-2006 | 312.0 | 583.0 |
| 2007-2012 | 173.0 | 345.0 | |
| France | 2000-2006 | 4243.0 | 8166.0 |
| 2007-2012 | 2523.0 | 4343.0 | |
| French Polynesia | 2000-2006 | 90.0 | 108.0 |
| 2007-2012 | 52.0 | 62.0 | |
| Gabon | 2000-2006 | 2776.0 | 4131.0 |
| 2007-2012 | 3096.0 | 4693.0 | |
| Gambia | 2000-2006 | 1613.0 | 3805.0 |
| 2007-2012 | 2186.0 | 4578.0 | |
| Georgia | 2000-2006 | 1971.0 | 6242.0 |
| 2007-2012 | 2709.0 | 8892.0 | |
| Germany | 2000-2006 | 2266.0 | 4311.0 |
| 2007-2012 | 2466.0 | 4756.0 | |
| Ghana | 2000-2006 | 18497.0 | 34527.0 |
| 2007-2012 | 12728.0 | 25325.0 | |
| Greece | 2000-2006 | 379.0 | 923.0 |
| 2007-2012 | 329.0 | 827.0 | |
| Greenland | 2000-2006 | 0.0 | 0.0 |
| 2007-2012 | 51.0 | 78.0 | |
| Grenada | 2000-2006 | 2.0 | 2.0 |
| 2007-2012 | 4.0 | 14.0 | |
| Guam | 2000-2006 | 97.0 | 179.0 |
| 2007-2012 | 49.0 | 108.0 | |
| Guatemala | 2000-2006 | 5596.0 | 6544.0 |
| 2007-2012 | 4701.0 | 5408.0 | |
| Guinea | 2000-2006 | 11207.0 | 21725.0 |
| 2007-2012 | 12965.0 | 24187.0 | |
| Guinea-Bissau | 2000-2006 | 2285.0 | 3451.0 |
| 2007-2012 | 2537.0 | 3945.0 | |
| Guyana | 2000-2006 | 916.0 | 1962.0 |
| 2007-2012 | 514.0 | 1324.0 | |
| Haiti | 2000-2006 | 23235.0 | 23307.0 |
| 2007-2012 | 20461.0 | 21527.0 | |
| Honduras | 2000-2006 | 7230.0 | 8965.0 |
| 2007-2012 | 4653.0 | 6958.0 | |
| Hungary | 2000-2006 | 897.0 | 2514.0 |
| 2007-2012 | 538.0 | 1349.0 | |
| Iceland | 2000-2006 | 6.0 | 9.0 |
| 2007-2012 | 9.0 | 9.0 | |
| India | 2000-2006 | 828474.0 | 1848348.0 |
| 2007-2012 | 1143930.0 | 2590830.0 | |
| Indonesia | 2000-2006 | 286538.0 | 399164.0 |
| 2007-2012 | 440227.0 | 639461.0 | |
| Iran (Islamic Republic of) | 2000-2006 | 17795.0 | 17946.0 |
| 2007-2012 | 15264.0 | 15447.0 | |
| Iraq | 2000-2006 | 7994.0 | 15159.0 |
| 2007-2012 | 7963.0 | 10697.0 | |
| Ireland | 2000-2006 | 246.0 | 441.0 |
| 2007-2012 | 247.0 | 501.0 | |
| Israel | 2000-2006 | 466.0 | 738.0 |
| 2007-2012 | 260.0 | 460.0 | |
| Italy | 2000-2006 | 2360.0 | 4445.0 |
| 2007-2012 | 1789.0 | 3054.0 | |
| Jamaica | 2000-2006 | 139.0 | 350.0 |
| 2007-2012 | 125.0 | 262.0 | |
| Japan | 2000-2006 | 23230.0 | 53242.0 |
| 2007-2012 | 17028.0 | 34090.0 | |
| Jordan | 2000-2006 | 227.0 | 436.0 |
| 2007-2012 | 292.0 | 335.0 | |
| Kazakhstan | 2000-2006 | 18320.0 | 30157.0 |
| 2007-2012 | 11542.0 | 19017.0 | |
| Kenya | 2000-2006 | 106531.0 | 146717.0 |
| 2007-2012 | 87519.0 | 135336.0 | |
| Kiribati | 2000-2006 | 324.0 | 366.0 |
| 2007-2012 | 379.0 | 408.0 | |
| Kuwait | 2000-2006 | 524.0 | 956.0 |
| 2007-2012 | 829.0 | 1111.0 | |
| Kyrgyzstan | 2000-2006 | 4503.0 | 7007.0 |
| 2007-2012 | 4020.0 | 5823.0 | |
| Lao People's Democratic Republic | 2000-2006 | 5757.0 | 9100.0 |
| 2007-2012 | 7258.0 | 11391.0 | |
| Latvia | 2000-2006 | 1097.0 | 3094.0 |
| 2007-2012 | 561.0 | 1658.0 | |
| Lebanon | 2000-2006 | 430.0 | 613.0 |
| 2007-2012 | 641.0 | 461.0 | |
| Lesotho | 2000-2006 | 9791.0 | 12371.0 |
| 2007-2012 | 8313.0 | 10721.0 | |
| Liberia | 2000-2006 | 5500.0 | 7301.0 |
| 2007-2012 | 8517.0 | 10714.0 | |
| Libya | 2000-2006 | 847.0 | 3092.0 |
| 2007-2012 | 842.0 | 2754.0 | |
| Lithuania | 2000-2006 | 1677.0 | 4595.0 |
| 2007-2012 | 1181.0 | 3497.0 | |
| Luxembourg | 2000-2006 | 44.0 | 68.0 |
| 2007-2012 | 0.0 | 1.0 | |
| Madagascar | 2000-2006 | 29552.0 | 42855.0 |
| 2007-2012 | 39949.0 | 57554.0 | |
| Malawi | 2000-2006 | 24471.0 | 24994.0 |
| 2007-2012 | 19560.0 | 24546.0 | |
| Malaysia | 2000-2006 | 23938.0 | 52440.0 |
| 2007-2012 | 22941.0 | 46467.0 | |
| Maldives | 2000-2006 | 169.0 | 268.0 |
| 2007-2012 | 97.0 | 200.0 | |
| Mali | 2000-2006 | 6028.0 | 12665.0 |
| 2007-2012 | 8393.0 | 16587.0 | |
| Malta | 2000-2006 | 4.0 | 21.0 |
| 2007-2012 | 11.0 | 44.0 | |
| Marshall Islands | 2000-2006 | 159.0 | 152.0 |
| 2007-2012 | 133.0 | 126.0 | |
| Mauritania | 2000-2006 | 902.0 | 2246.0 |
| 2007-2012 | 2577.0 | 6288.0 | |
| Mauritius | 2000-2006 | 180.0 | 432.0 |
| 2007-2012 | 181.0 | 411.0 | |
| Mexico | 2000-2006 | 33134.0 | 53218.0 |
| 2007-2012 | 28000.0 | 45866.0 | |
| Micronesia (Federated States of) | 2000-2006 | 116.0 | 93.0 |
| 2007-2012 | 150.0 | 135.0 | |
| Monaco | 2000-2006 | 0.0 | 0.0 |
| 2007-2012 | 0.0 | 0.0 | |
| Mongolia | 2000-2006 | 5583.0 | 6454.0 |
| 2007-2012 | 4674.0 | 6105.0 | |
| Montenegro | 2000-2006 | 42.0 | 80.0 |
| 2007-2012 | 122.0 | 168.0 | |
| Montserrat | 2000-2006 | 0.0 | 3.0 |
| 2007-2012 | 1.0 | 0.0 | |
| Morocco | 2000-2006 | 30252.0 | 58497.0 |
| 2007-2012 | 21326.0 | 49976.0 | |
| Mozambique | 2000-2006 | 0.0 | 0.0 |
| 2007-2012 | 0.0 | 0.0 | |
| Myanmar | 2000-2006 | 67403.0 | 130337.0 |
| 2007-2012 | 86520.0 | 166258.0 | |
| Namibia | 2000-2006 | 14772.0 | 19685.0 |
| 2007-2012 | 12062.0 | 15865.0 | |
| Nauru | 2000-2006 | 5.0 | 5.0 |
| 2007-2012 | 3.0 | 7.0 | |
| Nepal | 2000-2006 | 32414.0 | 66254.0 |
| 2007-2012 | 27740.0 | 58736.0 | |
| Netherlands | 2000-2006 | 593.0 | 1258.0 |
| 2007-2012 | 388.0 | 712.0 | |
| Netherlands Antilles | 2000-2006 | 12.0 | 40.0 |
| 2007-2012 | 0.0 | 0.0 | |
| New Caledonia | 2000-2006 | 63.0 | 86.0 |
| 2007-2012 | 26.0 | 54.0 | |
| New Zealand | 2000-2006 | 295.0 | 335.0 |
| 2007-2012 | 237.0 | 277.0 | |
| Nicaragua | 2000-2006 | 4244.0 | 5319.0 |
| 2007-2012 | 2493.0 | 3354.0 | |
| Niger | 2000-2006 | 4789.0 | 12190.0 |
| 2007-2012 | 9799.0 | 27912.0 | |
| Nigeria | 2000-2006 | 80330.0 | 111660.0 |
| 2007-2012 | 111620.0 | 169039.0 | |
| Niue | 2000-2006 | 1.0 | 0.0 |
| 2007-2012 | 0.0 | 0.0 | |
| Northern Mariana Islands | 2000-2006 | 96.0 | 111.0 |
| 2007-2012 | 32.0 | 54.0 | |
| Norway | 2000-2006 | 129.0 | 175.0 |
| 2007-2012 | 107.0 | 181.0 | |
| Oman | 2000-2006 | 453.0 | 692.0 |
| 2007-2012 | 404.0 | 655.0 | |
| Pakistan | 2000-2006 | 94064.0 | 99216.0 |
| 2007-2012 | 297873.0 | 313604.0 | |
| Palau | 2000-2006 | 11.0 | 23.0 |
| 2007-2012 | 11.0 | 17.0 | |
| Panama | 2000-2006 | 1902.0 | 3346.0 |
| 2007-2012 | 1760.0 | 3080.0 | |
| Papua New Guinea | 2000-2006 | 3225.0 | 3434.0 |
| 2007-2012 | 4573.0 | 4870.0 | |
| Paraguay | 2000-2006 | 2815.0 | 5061.0 |
| 2007-2012 | 2488.0 | 5652.0 | |
| Peru | 2000-2006 | 46298.0 | 62229.0 |
| 2007-2012 | 15103.0 | 20100.0 | |
| Philippines | 2000-2006 | 96966.0 | 216914.0 |
| 2007-2012 | 159419.0 | 377739.0 | |
| Poland | 2000-2006 | 6560.0 | 15001.0 |
| 2007-2012 | 4465.0 | 11174.0 | |
| Portugal | 2000-2006 | 2962.0 | 8464.0 |
| 2007-2012 | 1607.0 | 4513.0 | |
| Puerto Rico | 2000-2006 | 157.0 | 332.0 |
| 2007-2012 | 72.0 | 173.0 | |
| Qatar | 2000-2006 | 114.0 | 399.0 |
| 2007-2012 | 168.0 | 967.0 | |
| Republic of Korea | 2000-2006 | 28390.0 | 48574.0 |
| 2007-2012 | 27674.0 | 41026.0 | |
| Republic of Moldova | 2000-2006 | 2053.0 | 6568.0 |
| 2007-2012 | 1847.0 | 6499.0 | |
| Romania | 2000-2006 | 21126.0 | 52827.0 |
| 2007-2012 | 14688.0 | 35758.0 | |
| Russian Federation | 2000-2006 | 35450.0 | 113330.0 |
| 2007-2012 | 49652.0 | 138825.0 | |
| Rwanda | 2000-2006 | 7350.0 | 12980.0 |
| 2007-2012 | 8444.0 | 15133.0 | |
| Saint Kitts and Nevis | 2000-2006 | 3.0 | 1.0 |
| 2007-2012 | 5.0 | 13.0 | |
| Saint Lucia | 2000-2006 | 29.0 | 48.0 |
| 2007-2012 | 18.0 | 52.0 | |
| Saint Vincent and the Grenadines | 2000-2006 | 10.0 | 31.0 |
| 2007-2012 | 12.0 | 39.0 | |
| Samoa | 2000-2006 | 41.0 | 41.0 |
| 2007-2012 | 1151.0 | 239.0 | |
| San Marino | 2000-2006 | 0.0 | 1.0 |
| 2007-2012 | 0.0 | 0.0 | |
| Sao Tome and Principe | 2000-2006 | 193.0 | 213.0 |
| 2007-2012 | 125.0 | 196.0 | |
| Saudi Arabia | 2000-2006 | 4572.0 | 7073.0 |
| 2007-2012 | 4883.0 | 7795.0 | |
| Senegal | 2000-2006 | 13910.0 | 30431.0 |
| 2007-2012 | 14339.0 | 32003.0 | |
| Serbia | 2000-2006 | 868.0 | 1364.0 |
| 2007-2012 | 2308.0 | 3456.0 | |
| Serbia & Montenegro | 2000-2006 | 1078.0 | 1632.0 |
| Seychelles | 2000-2006 | 17.0 | 42.0 |
| 2007-2012 | 9.0 | 26.0 | |
| Sierra Leone | 2000-2006 | 9201.0 | 14748.0 |
| 2007-2012 | 14769.0 | 24760.0 | |
| Singapore | 2000-2006 | 862.0 | 2466.0 |
| 2007-2012 | 861.0 | 2520.0 | |
| Sint Maarten (Dutch part) | 2007-2012 | 4.0 | 2.0 |
| Slovakia | 2000-2006 | 437.0 | 897.0 |
| 2007-2012 | 207.0 | 520.0 | |
| Slovenia | 2000-2006 | 281.0 | 530.0 |
| 2007-2012 | 153.0 | 296.0 | |
| Solomon Islands | 2000-2006 | 427.0 | 373.0 |
| 2007-2012 | 447.0 | 422.0 | |
| Somalia | 2000-2006 | 13763.0 | 24980.0 |
| 2007-2012 | 12759.0 | 23174.0 | |
| South Africa | 2000-2006 | 264248.0 | 341088.0 |
| 2007-2012 | 363623.0 | 432029.0 | |
| South Sudan | 2007-2012 | 2073.0 | 3844.0 |
| Spain | 2000-2006 | 4180.0 | 8889.0 |
| 2007-2012 | 3834.0 | 7440.0 | |
| Sri Lanka | 2000-2006 | 8386.0 | 22441.0 |
| 2007-2012 | 7215.0 | 20056.0 | |
| Sudan | 2000-2006 | 32121.0 | 48022.0 |
| 2007-2012 | 21751.0 | 36028.0 | |
| Suriname | 2000-2006 | 93.0 | 235.0 |
| 2007-2012 | 129.0 | 297.0 | |
| Swaziland | 2000-2006 | 6696.0 | 7019.0 |
| 2007-2012 | 8801.0 | 8455.0 | |
| Sweden | 2000-2006 | 352.0 | 449.0 |
| 2007-2012 | 251.0 | 366.0 | |
| Switzerland | 2000-2006 | 227.0 | 386.0 |
| 2007-2012 | 190.0 | 279.0 | |
| Syrian Arab Republic | 2000-2006 | 3582.0 | 6609.0 |
| 2007-2012 | 2361.0 | 4011.0 | |
| Tajikistan | 2000-2006 | 1521.0 | 2208.0 |
| 2007-2012 | 5599.0 | 7163.0 | |
| Thailand | 2000-2006 | 55379.0 | 130832.0 |
| 2007-2012 | 56286.0 | 131516.0 | |
| The Former Yugoslav Republic of Macedonia | 2000-2006 | 474.0 | 812.0 |
| 2007-2012 | 345.0 | 661.0 | |
| Timor-Leste | 2000-2006 | 2150.0 | 2903.0 |
| 2007-2012 | 2807.0 | 3442.0 | |
| Togo | 2000-2006 | 3449.0 | 5429.0 |
| 2007-2012 | 4884.0 | 7644.0 | |
| Tokelau | 2000-2006 | 0.0 | 0.0 |
| 2007-2012 | 0.0 | 0.0 | |
| Tonga | 2000-2006 | 33.0 | 49.0 |
| 2007-2012 | 22.0 | 30.0 | |
| Trinidad and Tobago | 2000-2006 | 244.0 | 579.0 |
| 2007-2012 | 233.0 | 644.0 | |
| Tunisia | 2000-2006 | 1803.0 | 4931.0 |
| 2007-2012 | 1730.0 | 4290.0 | |
| Turkey | 2000-2006 | 4219.0 | 11395.0 |
| 2007-2012 | 10003.0 | 25411.0 | |
| Turkmenistan | 2000-2006 | 2777.0 | 5187.0 |
| 2007-2012 | 2744.0 | 4772.0 | |
| Turks and Caicos Islands | 2000-2006 | 10.0 | 5.0 |
| 2007-2012 | 5.0 | 11.0 | |
| Tuvalu | 2000-2006 | 10.0 | 16.0 |
| 2007-2012 | 25.0 | 24.0 | |
| US Virgin Islands | 2000-2006 | 0.0 | 0.0 |
| 2007-2012 | 0.0 | 0.0 | |
| Uganda | 2000-2006 | 56500.0 | 79555.0 |
| 2007-2012 | 51566.0 | 88857.0 | |
| Ukraine | 2000-2006 | 11481.0 | 38200.0 |
| 2007-2012 | 18694.0 | 56689.0 | |
| United Arab Emirates | 2000-2006 | 143.0 | 170.0 |
| 2007-2012 | 131.0 | 185.0 | |
| United Kingdom of Great Britain and Northern Ireland | 2000-2006 | 3546.0 | 5285.0 |
| 2007-2012 | 3176.0 | 4947.0 | |
| United Republic of Tanzania | 2000-2006 | 65505.0 | 108065.0 |
| 2007-2012 | 53863.0 | 93848.0 | |
| United States of America | 2000-2006 | 12047.0 | 25716.0 |
| 2007-2012 | 7909.0 | 16479.0 | |
| Uruguay | 2000-2006 | 727.0 | 1641.0 |
| 2007-2012 | 718.0 | 1762.0 | |
| Uzbekistan | 2000-2006 | 13706.0 | 18760.0 |
| 2007-2012 | 12143.0 | 16336.0 | |
| Vanuatu | 2000-2006 | 154.0 | 186.0 |
| 2007-2012 | 145.0 | 121.0 | |
| Venezuela (Bolivarian Republic of) | 2000-2006 | 7215.0 | 11087.0 |
| 2007-2012 | 7934.0 | 12160.0 | |
| Viet Nam | 2000-2006 | 112399.0 | 278116.0 |
| 2007-2012 | 80950.0 | 232357.0 | |
| Wallis and Futuna Islands | 2000-2006 | 7.0 | 10.0 |
| 2007-2012 | 1.0 | 5.0 | |
| West Bank and Gaza Strip | 2000-2006 | 14.0 | 28.0 |
| 2007-2012 | 24.0 | 57.0 | |
| Yemen | 2000-2006 | 12969.0 | 15771.0 |
| 2007-2012 | 9279.0 | 11414.0 | |
| Zambia | 2000-2006 | 41179.0 | 53162.0 |
| 2007-2012 | 25435.0 | 38711.0 | |
| Zimbabwe | 2000-2006 | 30699.0 | 35504.0 |
| 2007-2012 | 31121.0 | 35900.0 |
In [17]:
total_cases = tb_cases_per_gender.sum(axis=1)
tb_cases_per_gender = tb_cases_per_gender.div(total_cases, axis=0)
(tb_cases_per_gender.round(3) * 100)
Out[17]:
| gender | f | m | |
|---|---|---|---|
| country | year_range | ||
| Afghanistan | 2000-2006 | 67.8 | 32.2 |
| 2007-2012 | 67.4 | 32.6 | |
| Albania | 2000-2006 | 32.4 | 67.6 |
| 2007-2012 | 30.5 | 69.5 | |
| Algeria | 2000-2006 | 41.1 | 58.9 |
| 2007-2012 | 38.5 | 61.5 | |
| American Samoa | 2000-2006 | 64.7 | 35.3 |
| 2007-2012 | NaN | NaN | |
| Andorra | 2000-2006 | 35.7 | 64.3 |
| 2007-2012 | 50.0 | 50.0 | |
| Angola | 2000-2006 | 50.2 | 49.8 |
| 2007-2012 | 45.3 | 54.7 | |
| Anguilla | 2000-2006 | 100.0 | 0.0 |
| 2007-2012 | 0.0 | 100.0 | |
| Antigua and Barbuda | 2000-2006 | 68.8 | 31.2 |
| 2007-2012 | 10.0 | 90.0 | |
| Argentina | 2000-2006 | 42.9 | 57.1 |
| 2007-2012 | 44.2 | 55.8 | |
| Armenia | 2000-2006 | 17.5 | 82.5 |
| 2007-2012 | 20.4 | 79.6 | |
| Aruba | 2000-2006 | NaN | NaN |
| 2007-2012 | 52.4 | 47.6 | |
| Australia | 2000-2006 | 37.4 | 62.6 |
| 2007-2012 | 41.3 | 58.7 | |
| Austria | 2000-2006 | 27.8 | 72.2 |
| 2007-2012 | 33.5 | 66.5 | |
| Azerbaijan | 2000-2006 | 20.9 | 79.1 |
| 2007-2012 | 25.9 | 74.1 | |
| Bahamas | 2000-2006 | 41.1 | 58.9 |
| 2007-2012 | 32.9 | 67.1 | |
| Bahrain | 2000-2006 | 31.0 | 69.0 |
| 2007-2012 | 30.4 | 69.6 | |
| Bangladesh | 2000-2006 | 31.2 | 68.8 |
| 2007-2012 | 33.7 | 66.3 | |
| Barbados | 2000-2006 | 31.6 | 68.4 |
| 2007-2012 | 35.3 | 64.7 | |
| Belarus | 2000-2006 | 19.5 | 80.5 |
| 2007-2012 | 23.3 | 76.7 | |
| Belgium | 2000-2006 | 30.4 | 69.6 |
| 2007-2012 | 32.8 | 67.2 | |
| Belize | 2000-2006 | 36.6 | 63.4 |
| 2007-2012 | 31.2 | 68.8 | |
| Benin | 2000-2006 | 36.2 | 63.8 |
| 2007-2012 | 34.8 | 65.2 | |
| Bermuda | 2000-2006 | 50.0 | 50.0 |
| 2007-2012 | 50.0 | 50.0 | |
| Bhutan | 2000-2006 | 43.4 | 56.6 |
| 2007-2012 | 50.9 | 49.1 | |
| Bolivia (Plurinational State of) | 2000-2006 | 40.6 | 59.4 |
| 2007-2012 | 39.4 | 60.6 | |
| Bonaire, Saint Eustatius and Saba | 2007-2012 | NaN | NaN |
| Bosnia and Herzegovina | 2000-2006 | 42.6 | 57.4 |
| 2007-2012 | 40.2 | 59.8 | |
| Botswana | 2000-2006 | 43.7 | 56.3 |
| 2007-2012 | 43.9 | 56.1 | |
| Brazil | 2000-2006 | 34.9 | 65.1 |
| 2007-2012 | 31.7 | 68.3 | |
| British Virgin Islands | 2000-2006 | 50.0 | 50.0 |
| 2007-2012 | 0.0 | 100.0 | |
| Brunei Darussalam | 2000-2006 | 38.6 | 61.4 |
| 2007-2012 | 38.0 | 62.0 | |
| Bulgaria | 2000-2006 | 31.4 | 68.6 |
| 2007-2012 | 28.5 | 71.5 | |
| Burkina Faso | 2000-2006 | 32.3 | 67.7 |
| 2007-2012 | 31.2 | 68.8 | |
| Burundi | 2000-2006 | 38.5 | 61.5 |
| 2007-2012 | 34.3 | 65.7 | |
| Cabo Verde | 2000-2006 | 39.6 | 60.4 |
| 2007-2012 | 29.8 | 70.2 | |
| Cambodia | 2000-2006 | 48.8 | 51.2 |
| 2007-2012 | 47.0 | 53.0 | |
| Cameroon | 2000-2006 | 40.1 | 59.9 |
| 2007-2012 | 40.0 | 60.0 | |
| Canada | 2000-2006 | 42.6 | 57.4 |
| 2007-2012 | 39.2 | 60.8 | |
| Cayman Islands | 2000-2006 | 14.3 | 85.7 |
| 2007-2012 | 11.1 | 88.9 | |
| Central African Republic | 2000-2006 | 43.8 | 56.2 |
| 2007-2012 | 45.1 | 54.9 | |
| Chad | 2000-2006 | 39.4 | 60.6 |
| 2007-2012 | 33.0 | 67.0 | |
| Chile | 2000-2006 | 32.7 | 67.3 |
| 2007-2012 | 31.5 | 68.5 | |
| China | 2000-2006 | 31.3 | 68.7 |
| 2007-2012 | 28.7 | 71.3 | |
| China, Hong Kong SAR | 2000-2006 | 30.9 | 69.1 |
| 2007-2012 | 31.6 | 68.4 | |
| China, Macao SAR | 2000-2006 | 28.9 | 71.1 |
| 2007-2012 | 31.9 | 68.1 | |
| Colombia | 2000-2006 | 40.0 | 60.0 |
| 2007-2012 | 39.6 | 60.4 | |
| Comoros | 2000-2006 | 43.1 | 56.9 |
| 2007-2012 | 32.5 | 67.5 | |
| Congo | 2000-2006 | 46.3 | 53.7 |
| 2007-2012 | 44.8 | 55.2 | |
| Cook Islands | 2000-2006 | 0.0 | 100.0 |
| 2007-2012 | 25.0 | 75.0 | |
| Costa Rica | 2000-2006 | 35.1 | 64.9 |
| 2007-2012 | 34.7 | 65.3 | |
| Cote d'Ivoire | 2000-2006 | 41.1 | 58.9 |
| 2007-2012 | 39.9 | 60.1 | |
| Croatia | 2000-2006 | 33.2 | 66.8 |
| 2007-2012 | 32.0 | 68.0 | |
| Cuba | 2000-2006 | 24.0 | 76.0 |
| 2007-2012 | 22.6 | 77.4 | |
| Curacao | 2007-2012 | 50.0 | 50.0 |
| Cyprus | 2000-2006 | 27.1 | 72.9 |
| 2007-2012 | 46.7 | 53.3 | |
| Czech Republic | 2000-2006 | 27.1 | 72.9 |
| 2007-2012 | 24.0 | 76.0 | |
| Democratic People's Republic of Korea | 2000-2006 | 38.5 | 61.5 |
| 2007-2012 | 36.9 | 63.1 | |
| Democratic Republic of the Congo | 2000-2006 | 46.9 | 53.1 |
| 2007-2012 | 45.7 | 54.3 | |
| Denmark | 2000-2006 | 38.1 | 61.9 |
| 2007-2012 | 33.0 | 67.0 | |
| Djibouti | 2000-2006 | 32.4 | 67.6 |
| 2007-2012 | 34.9 | 65.1 | |
| Dominica | 2000-2006 | 50.0 | 50.0 |
| 2007-2012 | 24.0 | 76.0 | |
| Dominican Republic | 2000-2006 | 39.6 | 60.4 |
| 2007-2012 | 38.1 | 61.9 | |
| Ecuador | 2000-2006 | 40.7 | 59.3 |
| 2007-2012 | 36.8 | 63.2 | |
| Egypt | 2000-2006 | 34.0 | 66.0 |
| 2007-2012 | 32.9 | 67.1 | |
| El Salvador | 2000-2006 | 39.6 | 60.4 |
| 2007-2012 | 36.3 | 63.7 | |
| Equatorial Guinea | 2000-2006 | 39.7 | 60.3 |
| 2007-2012 | 42.1 | 57.9 | |
| Eritrea | 2000-2006 | 53.5 | 46.5 |
| 2007-2012 | 44.8 | 55.2 | |
| Estonia | 2000-2006 | 26.6 | 73.4 |
| 2007-2012 | 25.8 | 74.2 | |
| Ethiopia | 2000-2006 | 45.3 | 54.7 |
| 2007-2012 | 44.5 | 55.5 | |
| Fiji | 2000-2006 | 38.5 | 61.5 |
| 2007-2012 | 45.9 | 54.1 | |
| Finland | 2000-2006 | 34.9 | 65.1 |
| 2007-2012 | 33.4 | 66.6 | |
| France | 2000-2006 | 34.2 | 65.8 |
| 2007-2012 | 36.7 | 63.3 | |
| French Polynesia | 2000-2006 | 45.5 | 54.5 |
| 2007-2012 | 45.6 | 54.4 | |
| Gabon | 2000-2006 | 40.2 | 59.8 |
| 2007-2012 | 39.7 | 60.3 | |
| Gambia | 2000-2006 | 29.8 | 70.2 |
| 2007-2012 | 32.3 | 67.7 | |
| Georgia | 2000-2006 | 24.0 | 76.0 |
| 2007-2012 | 23.4 | 76.6 | |
| Germany | 2000-2006 | 34.5 | 65.5 |
| 2007-2012 | 34.1 | 65.9 | |
| Ghana | 2000-2006 | 34.9 | 65.1 |
| 2007-2012 | 33.4 | 66.6 | |
| Greece | 2000-2006 | 29.1 | 70.9 |
| 2007-2012 | 28.5 | 71.5 | |
| Greenland | 2000-2006 | NaN | NaN |
| 2007-2012 | 39.5 | 60.5 | |
| Grenada | 2000-2006 | 50.0 | 50.0 |
| 2007-2012 | 22.2 | 77.8 | |
| Guam | 2000-2006 | 35.1 | 64.9 |
| 2007-2012 | 31.2 | 68.8 | |
| Guatemala | 2000-2006 | 46.1 | 53.9 |
| 2007-2012 | 46.5 | 53.5 | |
| Guinea | 2000-2006 | 34.0 | 66.0 |
| 2007-2012 | 34.9 | 65.1 | |
| Guinea-Bissau | 2000-2006 | 39.8 | 60.2 |
| 2007-2012 | 39.1 | 60.9 | |
| Guyana | 2000-2006 | 31.8 | 68.2 |
| 2007-2012 | 28.0 | 72.0 | |
| Haiti | 2000-2006 | 49.9 | 50.1 |
| 2007-2012 | 48.7 | 51.3 | |
| Honduras | 2000-2006 | 44.6 | 55.4 |
| 2007-2012 | 40.1 | 59.9 | |
| Hungary | 2000-2006 | 26.3 | 73.7 |
| 2007-2012 | 28.5 | 71.5 | |
| Iceland | 2000-2006 | 40.0 | 60.0 |
| 2007-2012 | 50.0 | 50.0 | |
| India | 2000-2006 | 30.9 | 69.1 |
| 2007-2012 | 30.6 | 69.4 | |
| Indonesia | 2000-2006 | 41.8 | 58.2 |
| 2007-2012 | 40.8 | 59.2 | |
| Iran (Islamic Republic of) | 2000-2006 | 49.8 | 50.2 |
| 2007-2012 | 49.7 | 50.3 | |
| Iraq | 2000-2006 | 34.5 | 65.5 |
| 2007-2012 | 42.7 | 57.3 | |
| Ireland | 2000-2006 | 35.8 | 64.2 |
| 2007-2012 | 33.0 | 67.0 | |
| Israel | 2000-2006 | 38.7 | 61.3 |
| 2007-2012 | 36.1 | 63.9 | |
| Italy | 2000-2006 | 34.7 | 65.3 |
| 2007-2012 | 36.9 | 63.1 | |
| Jamaica | 2000-2006 | 28.4 | 71.6 |
| 2007-2012 | 32.3 | 67.7 | |
| Japan | 2000-2006 | 30.4 | 69.6 |
| 2007-2012 | 33.3 | 66.7 | |
| Jordan | 2000-2006 | 34.2 | 65.8 |
| 2007-2012 | 46.6 | 53.4 | |
| Kazakhstan | 2000-2006 | 37.8 | 62.2 |
| 2007-2012 | 37.8 | 62.2 | |
| Kenya | 2000-2006 | 42.1 | 57.9 |
| 2007-2012 | 39.3 | 60.7 | |
| Kiribati | 2000-2006 | 47.0 | 53.0 |
| 2007-2012 | 48.2 | 51.8 | |
| Kuwait | 2000-2006 | 35.4 | 64.6 |
| 2007-2012 | 42.7 | 57.3 | |
| Kyrgyzstan | 2000-2006 | 39.1 | 60.9 |
| 2007-2012 | 40.8 | 59.2 | |
| Lao People's Democratic Republic | 2000-2006 | 38.7 | 61.3 |
| 2007-2012 | 38.9 | 61.1 | |
| Latvia | 2000-2006 | 26.2 | 73.8 |
| 2007-2012 | 25.3 | 74.7 | |
| Lebanon | 2000-2006 | 41.2 | 58.8 |
| 2007-2012 | 58.2 | 41.8 | |
| Lesotho | 2000-2006 | 44.2 | 55.8 |
| 2007-2012 | 43.7 | 56.3 | |
| Liberia | 2000-2006 | 43.0 | 57.0 |
| 2007-2012 | 44.3 | 55.7 | |
| Libya | 2000-2006 | 21.5 | 78.5 |
| 2007-2012 | 23.4 | 76.6 | |
| Lithuania | 2000-2006 | 26.7 | 73.3 |
| 2007-2012 | 25.2 | 74.8 | |
| Luxembourg | 2000-2006 | 39.3 | 60.7 |
| 2007-2012 | 0.0 | 100.0 | |
| Madagascar | 2000-2006 | 40.8 | 59.2 |
| 2007-2012 | 41.0 | 59.0 | |
| Malawi | 2000-2006 | 49.5 | 50.5 |
| 2007-2012 | 44.3 | 55.7 | |
| Malaysia | 2000-2006 | 31.3 | 68.7 |
| 2007-2012 | 33.1 | 66.9 | |
| Maldives | 2000-2006 | 38.7 | 61.3 |
| 2007-2012 | 32.7 | 67.3 | |
| Mali | 2000-2006 | 32.2 | 67.8 |
| 2007-2012 | 33.6 | 66.4 | |
| Malta | 2000-2006 | 16.0 | 84.0 |
| 2007-2012 | 20.0 | 80.0 | |
| Marshall Islands | 2000-2006 | 51.1 | 48.9 |
| 2007-2012 | 51.4 | 48.6 | |
| Mauritania | 2000-2006 | 28.7 | 71.3 |
| 2007-2012 | 29.1 | 70.9 | |
| Mauritius | 2000-2006 | 29.4 | 70.6 |
| 2007-2012 | 30.6 | 69.4 | |
| Mexico | 2000-2006 | 38.4 | 61.6 |
| 2007-2012 | 37.9 | 62.1 | |
| Micronesia (Federated States of) | 2000-2006 | 55.5 | 44.5 |
| 2007-2012 | 52.6 | 47.4 | |
| Monaco | 2000-2006 | NaN | NaN |
| 2007-2012 | NaN | NaN | |
| Mongolia | 2000-2006 | 46.4 | 53.6 |
| 2007-2012 | 43.4 | 56.6 | |
| Montenegro | 2000-2006 | 34.4 | 65.6 |
| 2007-2012 | 42.1 | 57.9 | |
| Montserrat | 2000-2006 | 0.0 | 100.0 |
| 2007-2012 | 100.0 | 0.0 | |
| Morocco | 2000-2006 | 34.1 | 65.9 |
| 2007-2012 | 29.9 | 70.1 | |
| Mozambique | 2000-2006 | NaN | NaN |
| 2007-2012 | NaN | NaN | |
| Myanmar | 2000-2006 | 34.1 | 65.9 |
| 2007-2012 | 34.2 | 65.8 | |
| Namibia | 2000-2006 | 42.9 | 57.1 |
| 2007-2012 | 43.2 | 56.8 | |
| Nauru | 2000-2006 | 50.0 | 50.0 |
| 2007-2012 | 30.0 | 70.0 | |
| Nepal | 2000-2006 | 32.9 | 67.1 |
| 2007-2012 | 32.1 | 67.9 | |
| Netherlands | 2000-2006 | 32.0 | 68.0 |
| 2007-2012 | 35.3 | 64.7 | |
| Netherlands Antilles | 2000-2006 | 23.1 | 76.9 |
| 2007-2012 | NaN | NaN | |
| New Caledonia | 2000-2006 | 42.3 | 57.7 |
| 2007-2012 | 32.5 | 67.5 | |
| New Zealand | 2000-2006 | 46.8 | 53.2 |
| 2007-2012 | 46.1 | 53.9 | |
| Nicaragua | 2000-2006 | 44.4 | 55.6 |
| 2007-2012 | 42.6 | 57.4 | |
| Niger | 2000-2006 | 28.2 | 71.8 |
| 2007-2012 | 26.0 | 74.0 | |
| Nigeria | 2000-2006 | 41.8 | 58.2 |
| 2007-2012 | 39.8 | 60.2 | |
| Niue | 2000-2006 | 100.0 | 0.0 |
| 2007-2012 | NaN | NaN | |
| Northern Mariana Islands | 2000-2006 | 46.4 | 53.6 |
| 2007-2012 | 37.2 | 62.8 | |
| Norway | 2000-2006 | 42.4 | 57.6 |
| 2007-2012 | 37.2 | 62.8 | |
| Oman | 2000-2006 | 39.6 | 60.4 |
| 2007-2012 | 38.1 | 61.9 | |
| Pakistan | 2000-2006 | 48.7 | 51.3 |
| 2007-2012 | 48.7 | 51.3 | |
| Palau | 2000-2006 | 32.4 | 67.6 |
| 2007-2012 | 39.3 | 60.7 | |
| Panama | 2000-2006 | 36.2 | 63.8 |
| 2007-2012 | 36.4 | 63.6 | |
| Papua New Guinea | 2000-2006 | 48.4 | 51.6 |
| 2007-2012 | 48.4 | 51.6 | |
| Paraguay | 2000-2006 | 35.7 | 64.3 |
| 2007-2012 | 30.6 | 69.4 | |
| Peru | 2000-2006 | 42.7 | 57.3 |
| 2007-2012 | 42.9 | 57.1 | |
| Philippines | 2000-2006 | 30.9 | 69.1 |
| 2007-2012 | 29.7 | 70.3 | |
| Poland | 2000-2006 | 30.4 | 69.6 |
| 2007-2012 | 28.6 | 71.4 | |
| Portugal | 2000-2006 | 25.9 | 74.1 |
| 2007-2012 | 26.3 | 73.7 | |
| Puerto Rico | 2000-2006 | 32.1 | 67.9 |
| 2007-2012 | 29.4 | 70.6 | |
| Qatar | 2000-2006 | 22.2 | 77.8 |
| 2007-2012 | 14.8 | 85.2 | |
| Republic of Korea | 2000-2006 | 36.9 | 63.1 |
| 2007-2012 | 40.3 | 59.7 | |
| Republic of Moldova | 2000-2006 | 23.8 | 76.2 |
| 2007-2012 | 22.1 | 77.9 | |
| Romania | 2000-2006 | 28.6 | 71.4 |
| 2007-2012 | 29.1 | 70.9 | |
| Russian Federation | 2000-2006 | 23.8 | 76.2 |
| 2007-2012 | 26.3 | 73.7 | |
| Rwanda | 2000-2006 | 36.2 | 63.8 |
| 2007-2012 | 35.8 | 64.2 | |
| Saint Kitts and Nevis | 2000-2006 | 75.0 | 25.0 |
| 2007-2012 | 27.8 | 72.2 | |
| Saint Lucia | 2000-2006 | 37.7 | 62.3 |
| 2007-2012 | 25.7 | 74.3 | |
| Saint Vincent and the Grenadines | 2000-2006 | 24.4 | 75.6 |
| 2007-2012 | 23.5 | 76.5 | |
| Samoa | 2000-2006 | 50.0 | 50.0 |
| 2007-2012 | 82.8 | 17.2 | |
| San Marino | 2000-2006 | 0.0 | 100.0 |
| 2007-2012 | NaN | NaN | |
| Sao Tome and Principe | 2000-2006 | 47.5 | 52.5 |
| 2007-2012 | 38.9 | 61.1 | |
| Saudi Arabia | 2000-2006 | 39.3 | 60.7 |
| 2007-2012 | 38.5 | 61.5 | |
| Senegal | 2000-2006 | 31.4 | 68.6 |
| 2007-2012 | 30.9 | 69.1 | |
| Serbia | 2000-2006 | 38.9 | 61.1 |
| 2007-2012 | 40.0 | 60.0 | |
| Serbia & Montenegro | 2000-2006 | 39.8 | 60.2 |
| Seychelles | 2000-2006 | 28.8 | 71.2 |
| 2007-2012 | 25.7 | 74.3 | |
| Sierra Leone | 2000-2006 | 38.4 | 61.6 |
| 2007-2012 | 37.4 | 62.6 | |
| Singapore | 2000-2006 | 25.9 | 74.1 |
| 2007-2012 | 25.5 | 74.5 | |
| Sint Maarten (Dutch part) | 2007-2012 | 66.7 | 33.3 |
| Slovakia | 2000-2006 | 32.8 | 67.2 |
| 2007-2012 | 28.5 | 71.5 | |
| Slovenia | 2000-2006 | 34.6 | 65.4 |
| 2007-2012 | 34.1 | 65.9 | |
| Solomon Islands | 2000-2006 | 53.4 | 46.6 |
| 2007-2012 | 51.4 | 48.6 | |
| Somalia | 2000-2006 | 35.5 | 64.5 |
| 2007-2012 | 35.5 | 64.5 | |
| South Africa | 2000-2006 | 43.7 | 56.3 |
| 2007-2012 | 45.7 | 54.3 | |
| South Sudan | 2007-2012 | 35.0 | 65.0 |
| Spain | 2000-2006 | 32.0 | 68.0 |
| 2007-2012 | 34.0 | 66.0 | |
| Sri Lanka | 2000-2006 | 27.2 | 72.8 |
| 2007-2012 | 26.5 | 73.5 | |
| Sudan | 2000-2006 | 40.1 | 59.9 |
| 2007-2012 | 37.6 | 62.4 | |
| Suriname | 2000-2006 | 28.4 | 71.6 |
| 2007-2012 | 30.3 | 69.7 | |
| Swaziland | 2000-2006 | 48.8 | 51.2 |
| 2007-2012 | 51.0 | 49.0 | |
| Sweden | 2000-2006 | 43.9 | 56.1 |
| 2007-2012 | 40.7 | 59.3 | |
| Switzerland | 2000-2006 | 37.0 | 63.0 |
| 2007-2012 | 40.5 | 59.5 | |
| Syrian Arab Republic | 2000-2006 | 35.1 | 64.9 |
| 2007-2012 | 37.1 | 62.9 | |
| Tajikistan | 2000-2006 | 40.8 | 59.2 |
| 2007-2012 | 43.9 | 56.1 | |
| Thailand | 2000-2006 | 29.7 | 70.3 |
| 2007-2012 | 30.0 | 70.0 | |
| The Former Yugoslav Republic of Macedonia | 2000-2006 | 36.9 | 63.1 |
| 2007-2012 | 34.3 | 65.7 | |
| Timor-Leste | 2000-2006 | 42.5 | 57.5 |
| 2007-2012 | 44.9 | 55.1 | |
| Togo | 2000-2006 | 38.8 | 61.2 |
| 2007-2012 | 39.0 | 61.0 | |
| Tokelau | 2000-2006 | NaN | NaN |
| 2007-2012 | NaN | NaN | |
| Tonga | 2000-2006 | 40.2 | 59.8 |
| 2007-2012 | 42.3 | 57.7 | |
| Trinidad and Tobago | 2000-2006 | 29.6 | 70.4 |
| 2007-2012 | 26.6 | 73.4 | |
| Tunisia | 2000-2006 | 26.8 | 73.2 |
| 2007-2012 | 28.7 | 71.3 | |
| Turkey | 2000-2006 | 27.0 | 73.0 |
| 2007-2012 | 28.2 | 71.8 | |
| Turkmenistan | 2000-2006 | 34.9 | 65.1 |
| 2007-2012 | 36.5 | 63.5 | |
| Turks and Caicos Islands | 2000-2006 | 66.7 | 33.3 |
| 2007-2012 | 31.2 | 68.8 | |
| Tuvalu | 2000-2006 | 38.5 | 61.5 |
| 2007-2012 | 51.0 | 49.0 | |
| US Virgin Islands | 2000-2006 | NaN | NaN |
| 2007-2012 | NaN | NaN | |
| Uganda | 2000-2006 | 41.5 | 58.5 |
| 2007-2012 | 36.7 | 63.3 | |
| Ukraine | 2000-2006 | 23.1 | 76.9 |
| 2007-2012 | 24.8 | 75.2 | |
| United Arab Emirates | 2000-2006 | 45.7 | 54.3 |
| 2007-2012 | 41.5 | 58.5 | |
| United Kingdom of Great Britain and Northern Ireland | 2000-2006 | 40.2 | 59.8 |
| 2007-2012 | 39.1 | 60.9 | |
| United Republic of Tanzania | 2000-2006 | 37.7 | 62.3 |
| 2007-2012 | 36.5 | 63.5 | |
| United States of America | 2000-2006 | 31.9 | 68.1 |
| 2007-2012 | 32.4 | 67.6 | |
| Uruguay | 2000-2006 | 30.7 | 69.3 |
| 2007-2012 | 29.0 | 71.0 | |
| Uzbekistan | 2000-2006 | 42.2 | 57.8 |
| 2007-2012 | 42.6 | 57.4 | |
| Vanuatu | 2000-2006 | 45.3 | 54.7 |
| 2007-2012 | 54.5 | 45.5 | |
| Venezuela (Bolivarian Republic of) | 2000-2006 | 39.4 | 60.6 |
| 2007-2012 | 39.5 | 60.5 | |
| Viet Nam | 2000-2006 | 28.8 | 71.2 |
| 2007-2012 | 25.8 | 74.2 | |
| Wallis and Futuna Islands | 2000-2006 | 41.2 | 58.8 |
| 2007-2012 | 16.7 | 83.3 | |
| West Bank and Gaza Strip | 2000-2006 | 33.3 | 66.7 |
| 2007-2012 | 29.6 | 70.4 | |
| Yemen | 2000-2006 | 45.1 | 54.9 |
| 2007-2012 | 44.8 | 55.2 | |
| Zambia | 2000-2006 | 43.6 | 56.4 |
| 2007-2012 | 39.7 | 60.3 | |
| Zimbabwe | 2000-2006 | 46.4 | 53.6 |
| 2007-2012 | 46.4 | 53.6 |
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