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added execercises for affinity

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Tim Kainz
2025-04-11 15:56:12 +02:00
parent 57b4117951
commit b4abdfeadf
4 changed files with 422 additions and 2 deletions
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05_ML/code/supervised_4_dt_rf.ipynb
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"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.18"
"version": "3.9.20"
}
},
"nbformat": 4,

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05_ML/code/unsupervised_1_kmeans_affinity_propagation.ipynb
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country,child_mort,exports,health,imports,income,inflation,life_expec,total_fer,gdpp
Afghanistan,90.2,10,7.58,44.9,1610,9.44,56.2,5.82,553
Albania,16.6,28,6.55,48.6,9930,4.49,76.3,1.65,4090
Algeria,27.3,38.4,4.17,31.4,12900,16.1,76.5,2.89,4460
Angola,119,62.3,2.85,42.9,5900,22.4,60.1,6.16,3530
Antigua and Barbuda,10.3,45.5,6.03,58.9,19100,1.44,76.8,2.13,12200
Argentina,14.5,18.9,8.1,16,18700,20.9,75.8,2.37,10300
Armenia,18.1,20.8,4.4,45.3,6700,7.77,73.3,1.69,3220
Australia,4.8,19.8,8.73,20.9,41400,1.16,82,1.93,51900
Austria,4.3,51.3,11,47.8,43200,0.873,80.5,1.44,46900
Azerbaijan,39.2,54.3,5.88,20.7,16000,13.8,69.1,1.92,5840
Bahamas,13.8,35,7.89,43.7,22900,-0.393,73.8,1.86,28000
Bahrain,8.6,69.5,4.97,50.9,41100,7.44,76,2.16,20700
Bangladesh,49.4,16,3.52,21.8,2440,7.14,70.4,2.33,758
Barbados,14.2,39.5,7.97,48.7,15300,0.321,76.7,1.78,16000
Belarus,5.5,51.4,5.61,64.5,16200,15.1,70.4,1.49,6030
Belgium,4.5,76.4,10.7,74.7,41100,1.88,80,1.86,44400
Belize,18.8,58.2,5.2,57.5,7880,1.14,71.4,2.71,4340
Benin,111,23.8,4.1,37.2,1820,0.885,61.8,5.36,758
Bhutan,42.7,42.5,5.2,70.7,6420,5.99,72.1,2.38,2180
Bolivia,46.6,41.2,4.84,34.3,5410,8.78,71.6,3.2,1980
Bosnia and Herzegovina,6.9,29.7,11.1,51.3,9720,1.4,76.8,1.31,4610
Botswana,52.5,43.6,8.3,51.3,13300,8.92,57.1,2.88,6350
Brazil,19.8,10.7,9.01,11.8,14500,8.41,74.2,1.8,11200
Brunei,10.5,67.4,2.84,28,80600,16.7,77.1,1.84,35300
Bulgaria,10.8,50.2,6.87,53,15300,1.11,73.9,1.57,6840
Burkina Faso,116,19.2,6.74,29.6,1430,6.81,57.9,5.87,575
Burundi,93.6,8.92,11.6,39.2,764,12.3,57.7,6.26,231
Cambodia,44.4,54.1,5.68,59.5,2520,3.12,66.1,2.88,786
Cameroon,108,22.2,5.13,27,2660,1.91,57.3,5.11,1310
Canada,5.6,29.1,11.3,31,40700,2.87,81.3,1.63,47400
Cape Verde,26.5,32.7,4.09,61.8,5830,0.505,72.5,2.67,3310
Central African Republic,149,11.8,3.98,26.5,888,2.01,47.5,5.21,446
Chad,150,36.8,4.53,43.5,1930,6.39,56.5,6.59,897
Chile,8.7,37.7,7.96,31.3,19400,8.96,79.1,1.88,12900
China,15.7,26.3,5.07,22.6,9530,6.94,74.6,1.59,4560
Colombia,18.6,15.9,7.59,17.8,10900,3.86,76.4,2.01,6250
Comoros,88.2,16.5,4.51,51.7,1410,3.87,65.9,4.75,769
"Congo, Dem. Rep.",116,41.1,7.91,49.6,609,20.8,57.5,6.54,334
"Congo, Rep.",63.9,85.1,2.46,54.7,5190,20.7,60.4,4.95,2740
Costa Rica,10.2,33.2,10.9,35,13000,6.57,80.4,1.92,8200
Cote d'Ivoire,111,50.6,5.3,43.3,2690,5.39,56.3,5.27,1220
Croatia,5.5,37.6,7.76,38.1,20100,0.821,76.3,1.55,13500
Cyprus,3.6,50.2,5.97,57.5,33900,2.01,79.9,1.42,30800
Czech Republic,3.4,66,7.88,62.9,28300,-1.43,77.5,1.51,19800
Denmark,4.1,50.5,11.4,43.6,44000,3.22,79.5,1.87,58000
Dominican Republic,34.4,22.7,6.22,33.3,11100,5.44,74.6,2.6,5450
Ecuador,25.1,27.9,8.06,32.4,9350,7.47,76.7,2.66,4660
Egypt,29.1,21.3,4.66,26.6,9860,10.1,70.5,3.19,2600
El Salvador,19.2,26.9,6.91,46.6,7300,2.65,74.1,2.27,2990
Equatorial Guinea,111,85.8,4.48,58.9,33700,24.9,60.9,5.21,17100
Eritrea,55.2,4.79,2.66,23.3,1420,11.6,61.7,4.61,482
Estonia,4.5,75.1,6.03,68.7,22700,1.74,76,1.72,14600
Fiji,24.1,57.8,4.86,63.9,7350,4.23,65.3,2.67,3650
Finland,3,38.7,8.95,37.4,39800,0.351,80,1.87,46200
France,4.2,26.8,11.9,28.1,36900,1.05,81.4,2.03,40600
Gabon,63.7,57.7,3.5,18.9,15400,16.6,62.9,4.08,8750
Gambia,80.3,23.8,5.69,42.7,1660,4.3,65.5,5.71,562
Georgia,16.5,35,10.1,52.8,6730,8.55,72.8,1.92,2960
Germany,4.2,42.3,11.6,37.1,40400,0.758,80.1,1.39,41800
Ghana,74.7,29.5,5.22,45.9,3060,16.6,62.2,4.27,1310
Greece,3.9,22.1,10.3,30.7,28700,0.673,80.4,1.48,26900
Grenada,14.6,23.8,5.86,49.2,11200,0.48,71.3,2.24,7370
Guatemala,35.4,25.8,6.85,36.3,6710,5.14,71.3,3.38,2830
Guinea,109,30.3,4.93,43.2,1190,16.1,58,5.34,648
Guinea-Bissau,114,14.9,8.5,35.2,1390,2.97,55.6,5.05,547
Guyana,37.6,51.4,5.38,79.1,5840,5.73,65.5,2.65,3040
Haiti,208,15.3,6.91,64.7,1500,5.45,32.1,3.33,662
Hungary,6,81.8,7.33,76.5,22300,2.33,74.5,1.25,13100
Iceland,2.6,53.4,9.4,43.3,38800,5.47,82,2.2,41900
India,58.8,22.6,4.05,27.1,4410,8.98,66.2,2.6,1350
Indonesia,33.3,24.3,2.61,22.4,8430,15.3,69.9,2.48,3110
Iran,19.3,24.4,5.6,19.4,17400,15.9,74.5,1.76,6530
Iraq,36.9,39.4,8.41,34.1,12700,16.6,67.2,4.56,4500
Ireland,4.2,103,9.19,86.5,45700,-3.22,80.4,2.05,48700
Israel,4.6,35,7.63,32.9,29600,1.77,81.4,3.03,30600
Italy,4,25.2,9.53,27.2,36200,0.319,81.7,1.46,35800
Jamaica,18.1,31.3,4.81,49.6,8000,9.81,74.7,2.17,4680
Japan,3.2,15,9.49,13.6,35800,-1.9,82.8,1.39,44500
Jordan,21.1,48.3,8.04,69,9470,8.43,75.8,3.66,3680
Kazakhstan,21.5,44.2,4.29,29.9,20100,19.5,68.4,2.6,9070
Kenya,62.2,20.7,4.75,33.6,2480,2.09,62.8,4.37,967
Kiribati,62.7,13.3,11.3,79.9,1730,1.52,60.7,3.84,1490
Kuwait,10.8,66.7,2.63,30.4,75200,11.2,78.2,2.21,38500
Kyrgyz Republic,29.6,51.6,6.18,81.7,2790,10,68.5,3.1,880
Lao,78.9,35.4,4.47,49.3,3980,9.2,63.8,3.15,1140
Latvia,7.8,53.7,6.68,55.1,18300,-0.812,73.1,1.36,11300
Lebanon,10.3,35.8,7.03,60.2,16300,0.238,79.8,1.61,8860
Lesotho,99.7,39.4,11.1,101,2380,4.15,46.5,3.3,1170
Liberia,89.3,19.1,11.8,92.6,700,5.47,60.8,5.02,327
Libya,16.6,65.6,3.88,42.1,29600,14.2,76.1,2.41,12100
Lithuania,6.1,65.3,7.04,67.2,21100,2.38,73.2,1.5,12000
Luxembourg,2.8,175,7.77,142,91700,3.62,81.3,1.63,105000
"Macedonia, FYR",10.4,39.8,7.09,58.1,11400,2.04,74,1.47,4540
Madagascar,62.2,25,3.77,43,1390,8.79,60.8,4.6,413
Malawi,90.5,22.8,6.59,34.9,1030,12.1,53.1,5.31,459
Malaysia,7.9,86.9,4.39,71,21100,7.27,74.5,2.15,9070
Maldives,13.2,77.6,6.33,65.4,10500,2.88,77.9,2.23,7100
Mali,137,22.8,4.98,35.1,1870,4.37,59.5,6.55,708
Malta,6.8,153,8.65,154,28300,3.83,80.3,1.36,21100
Mauritania,97.4,50.7,4.41,61.2,3320,18.9,68.2,4.98,1200
Mauritius,15,51.2,6,62.2,15900,1.13,73.4,1.57,8000
"Micronesia, Fed. Sts.",40,23.5,14.2,81,3340,3.8,65.4,3.46,2860
Moldova,17.2,39.2,11.7,78.5,3910,11.1,69.7,1.27,1630
Mongolia,26.1,46.7,5.44,56.7,7710,39.2,66.2,2.64,2650
Montenegro,6.8,37,9.11,62.7,14000,1.6,76.4,1.77,6680
Morocco,33.5,32.2,5.2,43,6440,0.976,73.5,2.58,2830
Mozambique,101,31.5,5.21,46.2,918,7.64,54.5,5.56,419
Myanmar,64.4,0.109,1.97,0.0659,3720,7.04,66.8,2.41,988
Namibia,56,47.8,6.78,60.7,8460,3.56,58.6,3.6,5190
Nepal,47,9.58,5.25,36.4,1990,15.1,68.3,2.61,592
Netherlands,4.5,72,11.9,63.6,45500,0.848,80.7,1.79,50300
New Zealand,6.2,30.3,10.1,28,32300,3.73,80.9,2.17,33700
Niger,123,22.2,5.16,49.1,814,2.55,58.8,7.49,348
Nigeria,130,25.3,5.07,17.4,5150,104,60.5,5.84,2330
Norway,3.2,39.7,9.48,28.5,62300,5.95,81,1.95,87800
Oman,11.7,65.7,2.77,41.2,45300,15.6,76.1,2.9,19300
Pakistan,92.1,13.5,2.2,19.4,4280,10.9,65.3,3.85,1040
Panama,19.7,70,8.1,78.2,15400,2.59,77.8,2.62,8080
Paraguay,24.1,55.1,5.87,51.5,7290,6.1,74.1,2.73,3230
Peru,20.3,27.8,5.08,23.8,9960,5.71,77.9,2.54,5020
Philippines,31.9,34.8,3.61,36.6,5600,4.22,69,3.16,2130
Poland,6,40.1,7.46,42.1,21800,1.66,76.3,1.41,12600
Portugal,3.9,29.9,11,37.4,27200,0.643,79.8,1.39,22500
Qatar,9,62.3,1.81,23.8,125000,6.98,79.5,2.07,70300
Romania,11.5,32.6,5.58,38.8,17800,3.53,73.7,1.59,8230
Russia,10,29.2,5.08,21.1,23100,14.2,69.2,1.57,10700
Rwanda,63.6,12,10.5,30,1350,2.61,64.6,4.51,563
Samoa,18.9,29.2,6.47,53.1,5400,1.72,71.5,4.34,3450
Saudi Arabia,15.7,49.6,4.29,33,45400,17.2,75.1,2.96,19300
Senegal,66.8,24.9,5.66,40.3,2180,1.85,64,5.06,1000
Serbia,7.6,32.9,10.4,47.9,12700,5.88,74.7,1.4,5410
Seychelles,14.4,93.8,3.4,108,20400,-4.21,73.4,2.17,10800
Sierra Leone,160,16.8,13.1,34.5,1220,17.2,55,5.2,399
Singapore,2.8,200,3.96,174,72100,-0.046,82.7,1.15,46600
Slovak Republic,7,76.3,8.79,77.8,25200,0.485,75.5,1.43,16600
Slovenia,3.2,64.3,9.41,62.9,28700,-0.987,79.5,1.57,23400
Solomon Islands,28.1,49.3,8.55,81.2,1780,6.81,61.7,4.24,1290
South Africa,53.7,28.6,8.94,27.4,12000,6.35,54.3,2.59,7280
South Korea,4.1,49.4,6.93,46.2,30400,3.16,80.1,1.23,22100
Spain,3.8,25.5,9.54,26.8,32500,0.16,81.9,1.37,30700
Sri Lanka,11.2,19.6,2.94,26.8,8560,22.8,74.4,2.2,2810
St. Vincent and the Grenadines,20.7,26.9,4.47,57.1,9920,4.44,71.6,2.07,6230
Sudan,76.7,19.7,6.32,17.2,3370,19.6,66.3,4.88,1480
Suriname,24.1,52.5,7.01,38.4,14200,7.2,70.3,2.52,8300
Sweden,3,46.2,9.63,40.7,42900,0.991,81.5,1.98,52100
Switzerland,4.5,64,11.5,53.3,55500,0.317,82.2,1.52,74600
Tajikistan,52.4,14.9,5.98,58.6,2110,12.5,69.6,3.51,738
Tanzania,71.9,18.7,6.01,29.1,2090,9.25,59.3,5.43,702
Thailand,14.9,66.5,3.88,60.8,13500,4.08,76.6,1.55,5080
Timor-Leste,62.6,2.2,9.12,27.8,1850,26.5,71.1,6.23,3600
Togo,90.3,40.2,7.65,57.3,1210,1.18,58.7,4.87,488
Tonga,17.4,12.4,5.07,60.3,4980,3.68,69.9,3.91,3550
Tunisia,17.4,50.5,6.21,55.3,10400,3.82,76.9,2.14,4140
Turkey,19.1,20.4,6.74,25.5,18000,7.01,78.2,2.15,10700
Turkmenistan,62,76.3,2.5,44.5,9940,2.31,67.9,2.83,4440
Uganda,81,17.1,9.01,28.6,1540,10.6,56.8,6.15,595
Ukraine,11.7,47.1,7.72,51.1,7820,13.4,70.4,1.44,2970
United Arab Emirates,8.6,77.7,3.66,63.6,57600,12.5,76.5,1.87,35000
United Kingdom,5.2,28.2,9.64,30.8,36200,1.57,80.3,1.92,38900
United States,7.3,12.4,17.9,15.8,49400,1.22,78.7,1.93,48400
Uruguay,10.6,26.3,8.35,25.4,17100,4.91,76.4,2.08,11900
Uzbekistan,36.3,31.7,5.81,28.5,4240,16.5,68.8,2.34,1380
Vanuatu,29.2,46.6,5.25,52.7,2950,2.62,63,3.5,2970
Venezuela,17.1,28.5,4.91,17.6,16500,45.9,75.4,2.47,13500
Vietnam,23.3,72,6.84,80.2,4490,12.1,73.1,1.95,1310
Yemen,56.3,30,5.18,34.4,4480,23.6,67.5,4.67,1310
Zambia,83.1,37,5.89,30.9,3280,14,52,5.4,1460
1 country child_mort exports health imports income inflation life_expec total_fer gdpp
2 Afghanistan 90.2 10 7.58 44.9 1610 9.44 56.2 5.82 553
3 Albania 16.6 28 6.55 48.6 9930 4.49 76.3 1.65 4090
4 Algeria 27.3 38.4 4.17 31.4 12900 16.1 76.5 2.89 4460
5 Angola 119 62.3 2.85 42.9 5900 22.4 60.1 6.16 3530
6 Antigua and Barbuda 10.3 45.5 6.03 58.9 19100 1.44 76.8 2.13 12200
7 Argentina 14.5 18.9 8.1 16 18700 20.9 75.8 2.37 10300
8 Armenia 18.1 20.8 4.4 45.3 6700 7.77 73.3 1.69 3220
9 Australia 4.8 19.8 8.73 20.9 41400 1.16 82 1.93 51900
10 Austria 4.3 51.3 11 47.8 43200 0.873 80.5 1.44 46900
11 Azerbaijan 39.2 54.3 5.88 20.7 16000 13.8 69.1 1.92 5840
12 Bahamas 13.8 35 7.89 43.7 22900 -0.393 73.8 1.86 28000
13 Bahrain 8.6 69.5 4.97 50.9 41100 7.44 76 2.16 20700
14 Bangladesh 49.4 16 3.52 21.8 2440 7.14 70.4 2.33 758
15 Barbados 14.2 39.5 7.97 48.7 15300 0.321 76.7 1.78 16000
16 Belarus 5.5 51.4 5.61 64.5 16200 15.1 70.4 1.49 6030
17 Belgium 4.5 76.4 10.7 74.7 41100 1.88 80 1.86 44400
18 Belize 18.8 58.2 5.2 57.5 7880 1.14 71.4 2.71 4340
19 Benin 111 23.8 4.1 37.2 1820 0.885 61.8 5.36 758
20 Bhutan 42.7 42.5 5.2 70.7 6420 5.99 72.1 2.38 2180
21 Bolivia 46.6 41.2 4.84 34.3 5410 8.78 71.6 3.2 1980
22 Bosnia and Herzegovina 6.9 29.7 11.1 51.3 9720 1.4 76.8 1.31 4610
23 Botswana 52.5 43.6 8.3 51.3 13300 8.92 57.1 2.88 6350
24 Brazil 19.8 10.7 9.01 11.8 14500 8.41 74.2 1.8 11200
25 Brunei 10.5 67.4 2.84 28 80600 16.7 77.1 1.84 35300
26 Bulgaria 10.8 50.2 6.87 53 15300 1.11 73.9 1.57 6840
27 Burkina Faso 116 19.2 6.74 29.6 1430 6.81 57.9 5.87 575
28 Burundi 93.6 8.92 11.6 39.2 764 12.3 57.7 6.26 231
29 Cambodia 44.4 54.1 5.68 59.5 2520 3.12 66.1 2.88 786
30 Cameroon 108 22.2 5.13 27 2660 1.91 57.3 5.11 1310
31 Canada 5.6 29.1 11.3 31 40700 2.87 81.3 1.63 47400
32 Cape Verde 26.5 32.7 4.09 61.8 5830 0.505 72.5 2.67 3310
33 Central African Republic 149 11.8 3.98 26.5 888 2.01 47.5 5.21 446
34 Chad 150 36.8 4.53 43.5 1930 6.39 56.5 6.59 897
35 Chile 8.7 37.7 7.96 31.3 19400 8.96 79.1 1.88 12900
36 China 15.7 26.3 5.07 22.6 9530 6.94 74.6 1.59 4560
37 Colombia 18.6 15.9 7.59 17.8 10900 3.86 76.4 2.01 6250
38 Comoros 88.2 16.5 4.51 51.7 1410 3.87 65.9 4.75 769
39 Congo, Dem. Rep. 116 41.1 7.91 49.6 609 20.8 57.5 6.54 334
40 Congo, Rep. 63.9 85.1 2.46 54.7 5190 20.7 60.4 4.95 2740
41 Costa Rica 10.2 33.2 10.9 35 13000 6.57 80.4 1.92 8200
42 Cote d'Ivoire 111 50.6 5.3 43.3 2690 5.39 56.3 5.27 1220
43 Croatia 5.5 37.6 7.76 38.1 20100 0.821 76.3 1.55 13500
44 Cyprus 3.6 50.2 5.97 57.5 33900 2.01 79.9 1.42 30800
45 Czech Republic 3.4 66 7.88 62.9 28300 -1.43 77.5 1.51 19800
46 Denmark 4.1 50.5 11.4 43.6 44000 3.22 79.5 1.87 58000
47 Dominican Republic 34.4 22.7 6.22 33.3 11100 5.44 74.6 2.6 5450
48 Ecuador 25.1 27.9 8.06 32.4 9350 7.47 76.7 2.66 4660
49 Egypt 29.1 21.3 4.66 26.6 9860 10.1 70.5 3.19 2600
50 El Salvador 19.2 26.9 6.91 46.6 7300 2.65 74.1 2.27 2990
51 Equatorial Guinea 111 85.8 4.48 58.9 33700 24.9 60.9 5.21 17100
52 Eritrea 55.2 4.79 2.66 23.3 1420 11.6 61.7 4.61 482
53 Estonia 4.5 75.1 6.03 68.7 22700 1.74 76 1.72 14600
54 Fiji 24.1 57.8 4.86 63.9 7350 4.23 65.3 2.67 3650
55 Finland 3 38.7 8.95 37.4 39800 0.351 80 1.87 46200
56 France 4.2 26.8 11.9 28.1 36900 1.05 81.4 2.03 40600
57 Gabon 63.7 57.7 3.5 18.9 15400 16.6 62.9 4.08 8750
58 Gambia 80.3 23.8 5.69 42.7 1660 4.3 65.5 5.71 562
59 Georgia 16.5 35 10.1 52.8 6730 8.55 72.8 1.92 2960
60 Germany 4.2 42.3 11.6 37.1 40400 0.758 80.1 1.39 41800
61 Ghana 74.7 29.5 5.22 45.9 3060 16.6 62.2 4.27 1310
62 Greece 3.9 22.1 10.3 30.7 28700 0.673 80.4 1.48 26900
63 Grenada 14.6 23.8 5.86 49.2 11200 0.48 71.3 2.24 7370
64 Guatemala 35.4 25.8 6.85 36.3 6710 5.14 71.3 3.38 2830
65 Guinea 109 30.3 4.93 43.2 1190 16.1 58 5.34 648
66 Guinea-Bissau 114 14.9 8.5 35.2 1390 2.97 55.6 5.05 547
67 Guyana 37.6 51.4 5.38 79.1 5840 5.73 65.5 2.65 3040
68 Haiti 208 15.3 6.91 64.7 1500 5.45 32.1 3.33 662
69 Hungary 6 81.8 7.33 76.5 22300 2.33 74.5 1.25 13100
70 Iceland 2.6 53.4 9.4 43.3 38800 5.47 82 2.2 41900
71 India 58.8 22.6 4.05 27.1 4410 8.98 66.2 2.6 1350
72 Indonesia 33.3 24.3 2.61 22.4 8430 15.3 69.9 2.48 3110
73 Iran 19.3 24.4 5.6 19.4 17400 15.9 74.5 1.76 6530
74 Iraq 36.9 39.4 8.41 34.1 12700 16.6 67.2 4.56 4500
75 Ireland 4.2 103 9.19 86.5 45700 -3.22 80.4 2.05 48700
76 Israel 4.6 35 7.63 32.9 29600 1.77 81.4 3.03 30600
77 Italy 4 25.2 9.53 27.2 36200 0.319 81.7 1.46 35800
78 Jamaica 18.1 31.3 4.81 49.6 8000 9.81 74.7 2.17 4680
79 Japan 3.2 15 9.49 13.6 35800 -1.9 82.8 1.39 44500
80 Jordan 21.1 48.3 8.04 69 9470 8.43 75.8 3.66 3680
81 Kazakhstan 21.5 44.2 4.29 29.9 20100 19.5 68.4 2.6 9070
82 Kenya 62.2 20.7 4.75 33.6 2480 2.09 62.8 4.37 967
83 Kiribati 62.7 13.3 11.3 79.9 1730 1.52 60.7 3.84 1490
84 Kuwait 10.8 66.7 2.63 30.4 75200 11.2 78.2 2.21 38500
85 Kyrgyz Republic 29.6 51.6 6.18 81.7 2790 10 68.5 3.1 880
86 Lao 78.9 35.4 4.47 49.3 3980 9.2 63.8 3.15 1140
87 Latvia 7.8 53.7 6.68 55.1 18300 -0.812 73.1 1.36 11300
88 Lebanon 10.3 35.8 7.03 60.2 16300 0.238 79.8 1.61 8860
89 Lesotho 99.7 39.4 11.1 101 2380 4.15 46.5 3.3 1170
90 Liberia 89.3 19.1 11.8 92.6 700 5.47 60.8 5.02 327
91 Libya 16.6 65.6 3.88 42.1 29600 14.2 76.1 2.41 12100
92 Lithuania 6.1 65.3 7.04 67.2 21100 2.38 73.2 1.5 12000
93 Luxembourg 2.8 175 7.77 142 91700 3.62 81.3 1.63 105000
94 Macedonia, FYR 10.4 39.8 7.09 58.1 11400 2.04 74 1.47 4540
95 Madagascar 62.2 25 3.77 43 1390 8.79 60.8 4.6 413
96 Malawi 90.5 22.8 6.59 34.9 1030 12.1 53.1 5.31 459
97 Malaysia 7.9 86.9 4.39 71 21100 7.27 74.5 2.15 9070
98 Maldives 13.2 77.6 6.33 65.4 10500 2.88 77.9 2.23 7100
99 Mali 137 22.8 4.98 35.1 1870 4.37 59.5 6.55 708
100 Malta 6.8 153 8.65 154 28300 3.83 80.3 1.36 21100
101 Mauritania 97.4 50.7 4.41 61.2 3320 18.9 68.2 4.98 1200
102 Mauritius 15 51.2 6 62.2 15900 1.13 73.4 1.57 8000
103 Micronesia, Fed. Sts. 40 23.5 14.2 81 3340 3.8 65.4 3.46 2860
104 Moldova 17.2 39.2 11.7 78.5 3910 11.1 69.7 1.27 1630
105 Mongolia 26.1 46.7 5.44 56.7 7710 39.2 66.2 2.64 2650
106 Montenegro 6.8 37 9.11 62.7 14000 1.6 76.4 1.77 6680
107 Morocco 33.5 32.2 5.2 43 6440 0.976 73.5 2.58 2830
108 Mozambique 101 31.5 5.21 46.2 918 7.64 54.5 5.56 419
109 Myanmar 64.4 0.109 1.97 0.0659 3720 7.04 66.8 2.41 988
110 Namibia 56 47.8 6.78 60.7 8460 3.56 58.6 3.6 5190
111 Nepal 47 9.58 5.25 36.4 1990 15.1 68.3 2.61 592
112 Netherlands 4.5 72 11.9 63.6 45500 0.848 80.7 1.79 50300
113 New Zealand 6.2 30.3 10.1 28 32300 3.73 80.9 2.17 33700
114 Niger 123 22.2 5.16 49.1 814 2.55 58.8 7.49 348
115 Nigeria 130 25.3 5.07 17.4 5150 104 60.5 5.84 2330
116 Norway 3.2 39.7 9.48 28.5 62300 5.95 81 1.95 87800
117 Oman 11.7 65.7 2.77 41.2 45300 15.6 76.1 2.9 19300
118 Pakistan 92.1 13.5 2.2 19.4 4280 10.9 65.3 3.85 1040
119 Panama 19.7 70 8.1 78.2 15400 2.59 77.8 2.62 8080
120 Paraguay 24.1 55.1 5.87 51.5 7290 6.1 74.1 2.73 3230
121 Peru 20.3 27.8 5.08 23.8 9960 5.71 77.9 2.54 5020
122 Philippines 31.9 34.8 3.61 36.6 5600 4.22 69 3.16 2130
123 Poland 6 40.1 7.46 42.1 21800 1.66 76.3 1.41 12600
124 Portugal 3.9 29.9 11 37.4 27200 0.643 79.8 1.39 22500
125 Qatar 9 62.3 1.81 23.8 125000 6.98 79.5 2.07 70300
126 Romania 11.5 32.6 5.58 38.8 17800 3.53 73.7 1.59 8230
127 Russia 10 29.2 5.08 21.1 23100 14.2 69.2 1.57 10700
128 Rwanda 63.6 12 10.5 30 1350 2.61 64.6 4.51 563
129 Samoa 18.9 29.2 6.47 53.1 5400 1.72 71.5 4.34 3450
130 Saudi Arabia 15.7 49.6 4.29 33 45400 17.2 75.1 2.96 19300
131 Senegal 66.8 24.9 5.66 40.3 2180 1.85 64 5.06 1000
132 Serbia 7.6 32.9 10.4 47.9 12700 5.88 74.7 1.4 5410
133 Seychelles 14.4 93.8 3.4 108 20400 -4.21 73.4 2.17 10800
134 Sierra Leone 160 16.8 13.1 34.5 1220 17.2 55 5.2 399
135 Singapore 2.8 200 3.96 174 72100 -0.046 82.7 1.15 46600
136 Slovak Republic 7 76.3 8.79 77.8 25200 0.485 75.5 1.43 16600
137 Slovenia 3.2 64.3 9.41 62.9 28700 -0.987 79.5 1.57 23400
138 Solomon Islands 28.1 49.3 8.55 81.2 1780 6.81 61.7 4.24 1290
139 South Africa 53.7 28.6 8.94 27.4 12000 6.35 54.3 2.59 7280
140 South Korea 4.1 49.4 6.93 46.2 30400 3.16 80.1 1.23 22100
141 Spain 3.8 25.5 9.54 26.8 32500 0.16 81.9 1.37 30700
142 Sri Lanka 11.2 19.6 2.94 26.8 8560 22.8 74.4 2.2 2810
143 St. Vincent and the Grenadines 20.7 26.9 4.47 57.1 9920 4.44 71.6 2.07 6230
144 Sudan 76.7 19.7 6.32 17.2 3370 19.6 66.3 4.88 1480
145 Suriname 24.1 52.5 7.01 38.4 14200 7.2 70.3 2.52 8300
146 Sweden 3 46.2 9.63 40.7 42900 0.991 81.5 1.98 52100
147 Switzerland 4.5 64 11.5 53.3 55500 0.317 82.2 1.52 74600
148 Tajikistan 52.4 14.9 5.98 58.6 2110 12.5 69.6 3.51 738
149 Tanzania 71.9 18.7 6.01 29.1 2090 9.25 59.3 5.43 702
150 Thailand 14.9 66.5 3.88 60.8 13500 4.08 76.6 1.55 5080
151 Timor-Leste 62.6 2.2 9.12 27.8 1850 26.5 71.1 6.23 3600
152 Togo 90.3 40.2 7.65 57.3 1210 1.18 58.7 4.87 488
153 Tonga 17.4 12.4 5.07 60.3 4980 3.68 69.9 3.91 3550
154 Tunisia 17.4 50.5 6.21 55.3 10400 3.82 76.9 2.14 4140
155 Turkey 19.1 20.4 6.74 25.5 18000 7.01 78.2 2.15 10700
156 Turkmenistan 62 76.3 2.5 44.5 9940 2.31 67.9 2.83 4440
157 Uganda 81 17.1 9.01 28.6 1540 10.6 56.8 6.15 595
158 Ukraine 11.7 47.1 7.72 51.1 7820 13.4 70.4 1.44 2970
159 United Arab Emirates 8.6 77.7 3.66 63.6 57600 12.5 76.5 1.87 35000
160 United Kingdom 5.2 28.2 9.64 30.8 36200 1.57 80.3 1.92 38900
161 United States 7.3 12.4 17.9 15.8 49400 1.22 78.7 1.93 48400
162 Uruguay 10.6 26.3 8.35 25.4 17100 4.91 76.4 2.08 11900
163 Uzbekistan 36.3 31.7 5.81 28.5 4240 16.5 68.8 2.34 1380
164 Vanuatu 29.2 46.6 5.25 52.7 2950 2.62 63 3.5 2970
165 Venezuela 17.1 28.5 4.91 17.6 16500 45.9 75.4 2.47 13500
166 Vietnam 23.3 72 6.84 80.2 4490 12.1 73.1 1.95 1310
167 Yemen 56.3 30 5.18 34.4 4480 23.6 67.5 4.67 1310
168 Zambia 83.1 37 5.89 30.9 3280 14 52 5.4 1460

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Country,Economy..GDP.per.Capita.,Family,Health..Life.Expectancy.,Freedom,Generosity,Trust..Government.Corruption.,Dystopia.Residual
Norway,1.61646318435669,1.53352355957031,0.796666502952576,0.635422587394714,0.36201223731041,0.315963834524155,2.27702665328979
Denmark,1.48238301277161,1.55112159252167,0.792565524578094,0.626006722450256,0.355280488729477,0.40077006816864,2.31370735168457
Iceland,1.480633020401,1.6105740070343,0.833552122116089,0.627162635326385,0.475540220737457,0.153526559472084,2.32271528244019
Switzerland,1.56497955322266,1.51691174507141,0.858131289482117,0.620070576667786,0.290549278259277,0.367007285356522,2.2767162322998
Finland,1.44357192516327,1.5402467250824,0.80915766954422,0.617950856685638,0.24548277258873,0.38261154294014,2.4301815032959
Netherlands,1.50394463539124,1.42893922328949,0.810696125030518,0.585384488105774,0.470489829778671,0.282661825418472,2.29480409622192
Canada,1.47920441627502,1.48134899139404,0.83455765247345,0.611100912094116,0.435539722442627,0.287371516227722,2.18726444244385
New Zealand,1.40570604801178,1.54819512367249,0.816759705543518,0.614062130451202,0.500005125999451,0.382816702127457,2.0464563369751
Sweden,1.49438726902008,1.47816216945648,0.830875158309937,0.612924098968506,0.385399252176285,0.384398728609085,2.09753799438477
Australia,1.484414935112,1.51004195213318,0.84388679265976,0.601607382297516,0.477699249982834,0.301183730363846,2.06521081924438
Israel,1.37538242340088,1.37628996372223,0.83840399980545,0.405988603830338,0.330082654953003,0.0852421000599861,2.80175733566284
Costa Rica,1.10970628261566,1.41640365123749,0.759509265422821,0.580131649971008,0.214613229036331,0.100106589496136,2.89863920211792
Austria,1.48709726333618,1.4599449634552,0.815328419208527,0.567766189575195,0.316472321748734,0.221060365438461,2.1385064125061
United States,1.54625928401947,1.41992056369781,0.77428662776947,0.505740523338318,0.392578780651093,0.135638788342476,2.2181134223938
Ireland,1.53570663928986,1.55823111534119,0.80978262424469,0.573110342025757,0.42785832285881,0.29838815331459,1.77386903762817
Germany,1.48792338371277,1.47252035140991,0.798950731754303,0.562511384487152,0.336269170045853,0.276731938123703,2.01576995849609
Belgium,1.46378076076508,1.46231269836426,0.818091869354248,0.539770722389221,0.231503337621689,0.251343131065369,2.12421035766602
Luxembourg,1.74194359779358,1.45758366584778,0.845089495182037,0.59662789106369,0.283180981874466,0.31883442401886,1.61951208114624
United Kingdom,1.44163393974304,1.49646008014679,0.805335938930511,0.508190035820007,0.492774158716202,0.265428066253662,1.70414352416992
Chile,1.25278460979462,1.28402495384216,0.819479703903198,0.376895278692245,0.326662421226501,0.0822879821062088,2.50958585739136
United Arab Emirates,1.62634336948395,1.26641023159027,0.726798236370087,0.60834527015686,0.3609419465065,0.324489563703537,1.734703540802
Brazil,1.10735321044922,1.43130600452423,0.616552352905273,0.437453746795654,0.16234989464283,0.111092761158943,2.76926708221436
Czech Republic,1.35268235206604,1.43388521671295,0.754444003105164,0.490946173667908,0.0881067588925362,0.0368729270994663,2.45186185836792
Argentina,1.18529546260834,1.44045114517212,0.695137083530426,0.494519203901291,0.109457060694695,0.059739887714386,2.61400532722473
Mexico,1.15318381786346,1.210862159729,0.709978997707367,0.412730008363724,0.120990432798862,0.132774114608765,2.83715486526489
Singapore,1.69227766990662,1.35381436347961,0.949492394924164,0.549840569496155,0.345965981483459,0.46430778503418,1.21636199951172
Malta,1.34327983856201,1.48841166496277,0.821944236755371,0.588767051696777,0.574730575084686,0.153066068887711,1.55686283111572
Uruguay,1.21755969524384,1.41222786903381,0.719216823577881,0.57939225435257,0.175096929073334,0.178061872720718,2.17240953445435
Guatemala,0.872001945972443,1.25558519363403,0.540239989757538,0.531310617923737,0.283488392829895,0.0772232785820961,2.89389109611511
Panama,1.23374843597412,1.37319254875183,0.706156134605408,0.550026834011078,0.21055693924427,0.070983923971653,2.30719995498657
France,1.43092346191406,1.38777685165405,0.844465851783752,0.470222115516663,0.129762306809425,0.172502428293228,2.00595474243164
Thailand,1.12786877155304,1.42579245567322,0.647239029407501,0.580200731754303,0.572123110294342,0.0316127352416515,2.03950834274292
Taiwan Province of China,1.43362653255463,1.38456535339355,0.793984234333038,0.361466586589813,0.258360475301743,0.0638292357325554,2.1266074180603
Spain,1.38439786434174,1.53209090232849,0.888960599899292,0.408781230449677,0.190133571624756,0.0709140971302986,1.92775774002075
Qatar,1.87076568603516,1.27429687976837,0.710098087787628,0.604130983352661,0.330473870038986,0.439299255609512,1.1454644203186
Colombia,1.07062232494354,1.4021829366684,0.595027923583984,0.477487415075302,0.149014472961426,0.0466687418520451,2.61606812477112
Saudi Arabia,1.53062355518341,1.28667759895325,0.590148329734802,0.449750572443008,0.147616013884544,0.27343225479126,2.0654296875
Trinidad and Tobago,1.36135590076447,1.3802285194397,0.519983291625977,0.518630743026733,0.325296461582184,0.0089648161083459,2.05324745178223
Kuwait,1.63295245170593,1.25969874858856,0.632105708122253,0.496337592601776,0.228289797902107,0.215159550309181,1.64042520523071
Slovakia,1.32539355754852,1.50505924224854,0.712732911109924,0.295817464590073,0.136544480919838,0.0242108516395092,2.09777665138245
Bahrain,1.48841226100922,1.32311046123505,0.653133034706116,0.536746919155121,0.172668486833572,0.257042169570923,1.65614938735962
Malaysia,1.29121541976929,1.28464603424072,0.618784427642822,0.402264982461929,0.416608929634094,0.0656007081270218,2.00444889068604
Nicaragua,0.737299203872681,1.28721570968628,0.653095960617065,0.447551846504211,0.301674216985703,0.130687981843948,2.51393055915833
Ecuador,1.00082039833069,1.28616881370544,0.685636222362518,0.4551981985569,0.150112465023994,0.140134647488594,2.29035258293152
El Salvador,0.909784495830536,1.18212509155273,0.596018552780151,0.432452529668808,0.0782579854130745,0.0899809598922729,2.7145938873291
Poland,1.29178786277771,1.44571197032928,0.699475347995758,0.520342111587524,0.158465966582298,0.0593078061938286,1.79772281646729
Uzbekistan,0.786441087722778,1.54896914958954,0.498272627592087,0.658248662948608,0.415983647108078,0.246528223156929,1.81691360473633
Italy,1.39506661891937,1.44492328166962,0.853144347667694,0.256450712680817,0.17278964817524,0.0280280914157629,1.81331205368042
Russia,1.28177809715271,1.46928238868713,0.547349333763123,0.373783111572266,0.0522638224065304,0.0329628810286522,2.20560741424561
Belize,0.907975316047668,1.08141779899597,0.450191766023636,0.547509372234344,0.240015640854836,0.0965810716152191,2.63195562362671
Japan,1.41691517829895,1.43633782863617,0.913475871086121,0.505625545978546,0.12057276815176,0.163760736584663,1.36322355270386
Lithuania,1.31458234786987,1.47351610660553,0.62894994020462,0.234231784939766,0.010164656676352,0.0118656428530812,2.22844052314758
Algeria,1.09186446666718,1.1462174654007,0.617584645748138,0.233335807919502,0.0694366469979286,0.146096110343933,2.56760382652283
Latvia,1.26074862480164,1.40471494197845,0.638566970825195,0.325707912445068,0.153074786067009,0.0738427266478539,1.99365520477295
South Korea,1.40167844295502,1.12827444076538,0.900214076042175,0.257921665906906,0.206674367189407,0.0632826685905457,1.88037800788879
Moldova,0.728870630264282,1.25182557106018,0.589465200901031,0.240729048848152,0.208779126405716,0.0100912861526012,2.80780839920044
Romania,1.21768391132355,1.15009129047394,0.685158312320709,0.457003742456436,0.133519917726517,0.00438790069893,2.17683148384094
Bolivia,0.833756566047668,1.22761905193329,0.473630249500275,0.558732926845551,0.22556072473526,0.0604777261614799,2.44327902793884
Turkmenistan,1.13077676296234,1.49314916133881,0.437726080417633,0.41827192902565,0.24992498755455,0.259270340204239,1.83290982246399
Kazakhstan,1.28455626964569,1.38436901569366,0.606041550636292,0.437454283237457,0.201964423060417,0.119282886385918,1.78489255905151
North Cyprus,1.3469113111496,1.18630337715149,0.834647238254547,0.471203625202179,0.266845703125,0.155353352427483,1.54915761947632
Slovenia,1.3412059545517,1.45251882076263,0.790828227996826,0.572575807571411,0.242649093270302,0.0451289787888527,1.31331729888916
Peru,1.03522527217865,1.21877038478851,0.630166113376617,0.450002878904343,0.126819714903831,0.0470490865409374,2.20726943016052
Mauritius,1.18939554691315,1.20956099033356,0.638007462024689,0.491247326135635,0.360933750867844,0.0421815551817417,1.6975839138031
Cyprus,1.35593807697296,1.13136327266693,0.84471470117569,0.355111539363861,0.271254301071167,0.0412379764020443,1.62124919891357
Estonia,1.32087934017181,1.47667109966278,0.695168316364288,0.479131430387497,0.0988908112049103,0.183248922228813,1.35750865936279
Belarus,1.15655755996704,1.44494521617889,0.637714266777039,0.295400261878967,0.15513750910759,0.156313821673393,1.72323298454285
Libya,1.10180306434631,1.35756433010101,0.520169019699097,0.465733230113983,0.152073666453362,0.0926102101802826,1.83501124382019
Turkey,1.19827437400818,1.33775317668915,0.637605607509613,0.300740599632263,0.0466930419206619,0.0996715798974037,1.87927794456482
Paraguay,0.932537317276001,1.50728487968445,0.579250693321228,0.473507791757584,0.224150657653809,0.091065913438797,1.6853334903717
"Hong Kong S.A.R., China",1.55167484283447,1.26279091835022,0.943062424659729,0.490968644618988,0.374465793371201,0.293933749198914,0.554633140563965
Philippines,0.85769921541214,1.25391757488251,0.468009054660797,0.585214674472809,0.193513423204422,0.0993318930268288,1.97260475158691
Serbia,1.06931757926941,1.25818979740143,0.65078467130661,0.208715528249741,0.220125883817673,0.0409037806093693,1.94708442687988
Jordan,0.991012394428253,1.23908889293671,0.604590058326721,0.418421149253845,0.172170460224152,0.11980327218771,1.79117655754089
Hungary,1.2860119342804,1.34313309192657,0.687763452529907,0.175863519310951,0.0784016624093056,0.0366369374096394,1.71645927429199
Jamaica,0.925579309463501,1.36821806430817,0.641022384166718,0.474307239055634,0.233818337321281,0.0552677810192108,1.61232566833496
Croatia,1.22255623340607,0.96798300743103,0.701288521289825,0.255772292613983,0.248002976179123,0.0431031100451946,1.85449242591858
Kosovo,0.951484382152557,1.13785350322723,0.541452050209045,0.260287940502167,0.319931447505951,0.0574716180562973,2.01054072380066
China,1.08116579055786,1.16083741188049,0.741415500640869,0.472787708044052,0.0288068410009146,0.0227942746132612,1.76493859291077
Pakistan,0.72688353061676,0.672690689563751,0.402047783136368,0.23521526157856,0.315446019172668,0.124348066747189,2.79248929023743
Indonesia,0.995538592338562,1.27444469928741,0.492345720529556,0.443323463201523,0.611704587936401,0.0153171354904771,1.42947697639465
Venezuela,1.12843120098114,1.43133759498596,0.617144227027893,0.153997123241425,0.0650196298956871,0.0644911229610443,1.78946375846863
Montenegro,1.12112903594971,1.23837649822235,0.667464673519135,0.194989055395126,0.197911024093628,0.0881741940975189,1.72919154167175
Morocco,0.878114581108093,0.774864435195923,0.59771066904068,0.408158332109451,0.0322099551558495,0.0877631828188896,2.45618939399719
Azerbaijan,1.15360176563263,1.15240025520325,0.540775775909424,0.398155838251114,0.0452693402767181,0.180987507104874,1.76248168945312
Dominican Republic,1.07937383651733,1.40241670608521,0.574873745441437,0.55258983373642,0.186967849731445,0.113945253193378,1.31946516036987
Greece,1.28948748111725,1.23941457271576,0.810198903083801,0.0957312509417534,0.0,0.04328977689147,1.74922156333923
Lebanon,1.07498753070831,1.12962424755096,0.735081076622009,0.288515985012054,0.264450758695602,0.037513829767704,1.69507384300232
Portugal,1.3151752948761,1.36704301834106,0.795843541622162,0.498465299606323,0.0951027125120163,0.0158694516867399,1.10768270492554
Bosnia and Herzegovina,0.982409417629242,1.0693359375,0.705186307430267,0.204403176903725,0.328867495059967,0.0,1.89217257499695
Honduras,0.730573117733002,1.14394497871399,0.582569479942322,0.348079860210419,0.236188873648643,0.0733454525470734,2.06581115722656
Macedonia,1.06457793712616,1.20789301395416,0.644948184490204,0.325905978679657,0.25376096367836,0.0602777935564518,1.6174693107605
Somalia,0.0226431842893362,0.721151351928711,0.113989137113094,0.602126955986023,0.291631311178207,0.282410323619843,3.11748456954956
Vietnam,0.788547575473785,1.27749133110046,0.652168989181519,0.571055591106415,0.234968051314354,0.0876332372426987,1.46231865882874
Nigeria,0.783756256103516,1.21577048301697,0.0569157302379608,0.394952565431595,0.230947196483612,0.0261215660721064,2.36539053916931
Tajikistan,0.524713635444641,1.27146327495575,0.529235124588013,0.471566706895828,0.248997643589973,0.146377146244049,1.84904932975769
Bhutan,0.885416388511658,1.34012651443481,0.495879292488098,0.501537680625916,0.474054545164108,0.173380389809608,1.14018440246582
Kyrgyzstan,0.596220076084137,1.39423859119415,0.553457796573639,0.454943388700485,0.42858037352562,0.0394391790032387,1.53672313690186
Nepal,0.479820191860199,1.17928326129913,0.504130780696869,0.440305948257446,0.394096165895462,0.0729755461215973,1.8912410736084
Mongolia,1.02723586559296,1.4930112361908,0.557783484458923,0.394143968820572,0.338464230298996,0.0329022891819477,1.11129236221313
South Africa,1.05469870567322,1.38478863239288,0.187080070376396,0.479246735572815,0.139362379908562,0.0725094974040985,1.51090860366821
Tunisia,1.00726580619812,0.868351459503174,0.613212049007416,0.289680689573288,0.0496933571994305,0.0867231488227844,1.89025115966797
Palestinian Territories,0.716249227523804,1.15564715862274,0.565666973590851,0.25471106171608,0.114173173904419,0.0892826020717621,1.8788902759552
Egypt,0.989701807498932,0.997471392154694,0.520187258720398,0.282110154628754,0.128631442785263,0.114381365478039,1.70216107368469
Bulgaria,1.1614590883255,1.43437945842743,0.708217680454254,0.289231717586517,0.113177694380283,0.0110515309497714,0.996139287948608
Sierra Leone,0.36842092871666,0.984136044979095,0.0055647538974881,0.318697690963745,0.293040901422501,0.0710951760411263,2.66845989227295
Cameroon,0.564305365085602,0.946018218994141,0.132892116904259,0.430388748645782,0.236298456788063,0.0513066314160824,2.3336455821991
Iran,1.15687310695648,0.711551249027252,0.639333188533783,0.249322608113289,0.387242913246155,0.048761073499918,1.49873495101929
Albania,0.996192753314972,0.803685247898102,0.731159746646881,0.381498634815216,0.201312944293022,0.0398642159998417,1.49044156074524
Bangladesh,0.586682975292206,0.735131740570068,0.533241033554077,0.478356659412384,0.172255352139473,0.123717859387398,1.97873616218567
Namibia,0.964434325695038,1.0984708070755,0.33861181139946,0.520303547382355,0.0771337449550629,0.0931469723582268,1.4818902015686
Kenya,0.560479462146759,1.06795072555542,0.309988349676132,0.452763766050339,0.444860309362411,0.0646413192152977,1.6519021987915
Mozambique,0.234305649995804,0.870701014995575,0.106654435396194,0.480791091918945,0.322228103876114,0.179436385631561,2.35565090179443
Myanmar,0.367110550403595,1.12323594093323,0.397522568702698,0.514492034912109,0.838075160980225,0.188816204667091,1.11529040336609
Senegal,0.479309022426605,1.17969191074371,0.409362852573395,0.377922266721725,0.183468893170357,0.115460447967052,1.78964614868164
Zambia,0.636406779289246,1.00318729877472,0.257835894823074,0.461603492498398,0.249580144882202,0.0782135501503944,1.82670545578003
Iraq,1.10271048545837,0.978613197803497,0.501180469989777,0.288555532693863,0.19963726401329,0.107215754687786,1.31890726089478
Gabon,1.1982102394104,1.1556202173233,0.356578588485718,0.312328577041626,0.0437853783369064,0.0760467872023582,1.32291626930237
Ethiopia,0.339233845472336,0.86466920375824,0.353409707546234,0.408842742443085,0.312650740146637,0.165455713868141,2.01574373245239
Sri Lanka,1.00985014438629,1.25997638702393,0.625130832195282,0.561213254928589,0.490863561630249,0.0736539661884308,0.419389247894287
Armenia,0.900596737861633,1.00748372077942,0.637524425983429,0.198303267359734,0.0834880918264389,0.0266744215041399,1.5214991569519
India,0.792221248149872,0.754372596740723,0.455427616834641,0.469987004995346,0.231538489460945,0.0922268852591515,1.5191171169281
Mauritania,0.648457288742065,1.2720308303833,0.285349279642105,0.0960980430245399,0.201870024204254,0.136957004666328,1.65163731575012
Congo (Brazzaville),0.808964252471924,0.832044363021851,0.28995743393898,0.435025870800018,0.120852127671242,0.0796181336045265,1.72413563728333
Georgia,0.950612664222717,0.57061493396759,0.649546980857849,0.309410035610199,0.0540088154375553,0.251666635274887,1.50013780593872
Congo (Kinshasa),0.0921023488044739,1.22902345657349,0.191407024860382,0.235961347818375,0.246455833315849,0.0602413564920425,2.22495865821838
Mali,0.476180493831635,1.28147339820862,0.169365674257278,0.306613743305206,0.183354198932648,0.104970246553421,1.66819095611572
Ivory Coast,0.603048920631409,0.904780030250549,0.0486421696841717,0.447706192731857,0.201237469911575,0.130061775445938,1.84496426582336
Cambodia,0.601765096187592,1.00623834133148,0.429783403873444,0.633375823497772,0.385922968387604,0.0681059509515762,1.04294109344482
Sudan,0.65951669216156,1.21400856971741,0.290920823812485,0.0149958552792668,0.182317450642586,0.089847519993782,1.68706583976746
Ghana,0.667224824428558,0.873664736747742,0.295637726783752,0.423026293516159,0.256923943758011,0.0253363698720932,1.57786750793457
Ukraine,0.89465194940567,1.39453756809235,0.575903952121735,0.122974775731564,0.270061463117599,0.0230294708162546,0.814382314682007
Uganda,0.381430715322495,1.12982773780823,0.217632606625557,0.443185955286026,0.325766056776047,0.057069718837738,1.526362657547
Burkina Faso,0.3502277135849,1.04328000545502,0.215844258666039,0.324367851018906,0.250864684581757,0.120328105986118,1.72721290588379
Niger,0.161925330758095,0.993025004863739,0.26850500702858,0.36365869641304,0.228673845529556,0.138572946190834,1.87398338317871
Malawi,0.233442038297653,0.512568831443787,0.315089583396912,0.466914653778076,0.287170469760895,0.0727116540074348,2.08178615570068
Chad,0.438012987375259,0.953855872154236,0.0411347150802612,0.16234202682972,0.216113850474358,0.0535818822681904,2.07123804092407
Zimbabwe,0.375846534967422,1.08309590816498,0.196763753890991,0.336384207010269,0.189143493771553,0.0953753814101219,1.59797024726868
Lesotho,0.521021246910095,1.19009518623352,0.0,0.390661299228668,0.157497271895409,0.119094640016556,1.42983531951904
Angola,0.858428180217743,1.10441195964813,0.0498686656355858,0.0,0.097926490008831,0.0697203353047371,1.61448240280151
Afghanistan,0.401477217674255,0.581543326377869,0.180746778845787,0.106179520487785,0.311870932579041,0.0611578300595284,2.15080118179321
Botswana,1.12209415435791,1.22155499458313,0.341755509376526,0.505196332931519,0.0993484482169151,0.0985831990838051,0.3779137134552
Benin,0.431085407733917,0.435299843549728,0.209930211305618,0.425962775945663,0.207948461174965,0.0609290152788162,1.88563096523285
Madagascar,0.305808693170547,0.913020372390747,0.375223308801651,0.189196765422821,0.208732530474663,0.0672319754958153,1.58461260795593
Haiti,0.368610262870789,0.640449821949005,0.277321130037308,0.0303698573261499,0.489203780889511,0.0998721495270729,1.69716763496399
Yemen,0.591683447360992,0.93538224697113,0.310080915689468,0.249463722109795,0.104125209152699,0.0567674227058887,1.34560060501099
South Sudan,0.39724862575531,0.601323127746582,0.163486003875732,0.147062435746193,0.285670816898346,0.116793513298035,1.87956738471985
Liberia,0.119041793048382,0.872117936611176,0.229918196797371,0.332881182432175,0.26654988527298,0.0389482490718365,1.67328596115112
Guinea,0.244549930095673,0.791244685649872,0.194129139184952,0.348587512969971,0.264815092086792,0.110937617719173,1.55231189727783
Togo,0.305444717407227,0.431882530450821,0.247105568647385,0.38042613863945,0.196896150708199,0.0956650152802467,1.83722925186157
Rwanda,0.368745893239975,0.945707023143768,0.326424807310104,0.581843852996826,0.252756029367447,0.455220013856888,0.540061235427856
Syria,0.777153134346008,0.396102607250214,0.50053334236145,0.0815394446253777,0.493663728237152,0.151347130537033,1.06157350540161
Tanzania,0.511135876178741,1.04198980331421,0.364509284496307,0.390017777681351,0.354256361722946,0.0660351067781448,0.621130466461182
Burundi,0.091622568666935,0.629793584346771,0.151610791683197,0.0599007532000542,0.204435184597969,0.0841479450464249,1.68302416801453
Central African Republic,0.0,0.0,0.0187726859003305,0.270842045545578,0.280876487493515,0.0565650761127472,2.06600475311279
1 Country Economy..GDP.per.Capita. Family Health..Life.Expectancy. Freedom Generosity Trust..Government.Corruption. Dystopia.Residual
2 Norway 1.61646318435669 1.53352355957031 0.796666502952576 0.635422587394714 0.36201223731041 0.315963834524155 2.27702665328979
3 Denmark 1.48238301277161 1.55112159252167 0.792565524578094 0.626006722450256 0.355280488729477 0.40077006816864 2.31370735168457
4 Iceland 1.480633020401 1.6105740070343 0.833552122116089 0.627162635326385 0.475540220737457 0.153526559472084 2.32271528244019
5 Switzerland 1.56497955322266 1.51691174507141 0.858131289482117 0.620070576667786 0.290549278259277 0.367007285356522 2.2767162322998
6 Finland 1.44357192516327 1.5402467250824 0.80915766954422 0.617950856685638 0.24548277258873 0.38261154294014 2.4301815032959
7 Netherlands 1.50394463539124 1.42893922328949 0.810696125030518 0.585384488105774 0.470489829778671 0.282661825418472 2.29480409622192
8 Canada 1.47920441627502 1.48134899139404 0.83455765247345 0.611100912094116 0.435539722442627 0.287371516227722 2.18726444244385
9 New Zealand 1.40570604801178 1.54819512367249 0.816759705543518 0.614062130451202 0.500005125999451 0.382816702127457 2.0464563369751
10 Sweden 1.49438726902008 1.47816216945648 0.830875158309937 0.612924098968506 0.385399252176285 0.384398728609085 2.09753799438477
11 Australia 1.484414935112 1.51004195213318 0.84388679265976 0.601607382297516 0.477699249982834 0.301183730363846 2.06521081924438
12 Israel 1.37538242340088 1.37628996372223 0.83840399980545 0.405988603830338 0.330082654953003 0.0852421000599861 2.80175733566284
13 Costa Rica 1.10970628261566 1.41640365123749 0.759509265422821 0.580131649971008 0.214613229036331 0.100106589496136 2.89863920211792
14 Austria 1.48709726333618 1.4599449634552 0.815328419208527 0.567766189575195 0.316472321748734 0.221060365438461 2.1385064125061
15 United States 1.54625928401947 1.41992056369781 0.77428662776947 0.505740523338318 0.392578780651093 0.135638788342476 2.2181134223938
16 Ireland 1.53570663928986 1.55823111534119 0.80978262424469 0.573110342025757 0.42785832285881 0.29838815331459 1.77386903762817
17 Germany 1.48792338371277 1.47252035140991 0.798950731754303 0.562511384487152 0.336269170045853 0.276731938123703 2.01576995849609
18 Belgium 1.46378076076508 1.46231269836426 0.818091869354248 0.539770722389221 0.231503337621689 0.251343131065369 2.12421035766602
19 Luxembourg 1.74194359779358 1.45758366584778 0.845089495182037 0.59662789106369 0.283180981874466 0.31883442401886 1.61951208114624
20 United Kingdom 1.44163393974304 1.49646008014679 0.805335938930511 0.508190035820007 0.492774158716202 0.265428066253662 1.70414352416992
21 Chile 1.25278460979462 1.28402495384216 0.819479703903198 0.376895278692245 0.326662421226501 0.0822879821062088 2.50958585739136
22 United Arab Emirates 1.62634336948395 1.26641023159027 0.726798236370087 0.60834527015686 0.3609419465065 0.324489563703537 1.734703540802
23 Brazil 1.10735321044922 1.43130600452423 0.616552352905273 0.437453746795654 0.16234989464283 0.111092761158943 2.76926708221436
24 Czech Republic 1.35268235206604 1.43388521671295 0.754444003105164 0.490946173667908 0.0881067588925362 0.0368729270994663 2.45186185836792
25 Argentina 1.18529546260834 1.44045114517212 0.695137083530426 0.494519203901291 0.109457060694695 0.059739887714386 2.61400532722473
26 Mexico 1.15318381786346 1.210862159729 0.709978997707367 0.412730008363724 0.120990432798862 0.132774114608765 2.83715486526489
27 Singapore 1.69227766990662 1.35381436347961 0.949492394924164 0.549840569496155 0.345965981483459 0.46430778503418 1.21636199951172
28 Malta 1.34327983856201 1.48841166496277 0.821944236755371 0.588767051696777 0.574730575084686 0.153066068887711 1.55686283111572
29 Uruguay 1.21755969524384 1.41222786903381 0.719216823577881 0.57939225435257 0.175096929073334 0.178061872720718 2.17240953445435
30 Guatemala 0.872001945972443 1.25558519363403 0.540239989757538 0.531310617923737 0.283488392829895 0.0772232785820961 2.89389109611511
31 Panama 1.23374843597412 1.37319254875183 0.706156134605408 0.550026834011078 0.21055693924427 0.070983923971653 2.30719995498657
32 France 1.43092346191406 1.38777685165405 0.844465851783752 0.470222115516663 0.129762306809425 0.172502428293228 2.00595474243164
33 Thailand 1.12786877155304 1.42579245567322 0.647239029407501 0.580200731754303 0.572123110294342 0.0316127352416515 2.03950834274292
34 Taiwan Province of China 1.43362653255463 1.38456535339355 0.793984234333038 0.361466586589813 0.258360475301743 0.0638292357325554 2.1266074180603
35 Spain 1.38439786434174 1.53209090232849 0.888960599899292 0.408781230449677 0.190133571624756 0.0709140971302986 1.92775774002075
36 Qatar 1.87076568603516 1.27429687976837 0.710098087787628 0.604130983352661 0.330473870038986 0.439299255609512 1.1454644203186
37 Colombia 1.07062232494354 1.4021829366684 0.595027923583984 0.477487415075302 0.149014472961426 0.0466687418520451 2.61606812477112
38 Saudi Arabia 1.53062355518341 1.28667759895325 0.590148329734802 0.449750572443008 0.147616013884544 0.27343225479126 2.0654296875
39 Trinidad and Tobago 1.36135590076447 1.3802285194397 0.519983291625977 0.518630743026733 0.325296461582184 0.0089648161083459 2.05324745178223
40 Kuwait 1.63295245170593 1.25969874858856 0.632105708122253 0.496337592601776 0.228289797902107 0.215159550309181 1.64042520523071
41 Slovakia 1.32539355754852 1.50505924224854 0.712732911109924 0.295817464590073 0.136544480919838 0.0242108516395092 2.09777665138245
42 Bahrain 1.48841226100922 1.32311046123505 0.653133034706116 0.536746919155121 0.172668486833572 0.257042169570923 1.65614938735962
43 Malaysia 1.29121541976929 1.28464603424072 0.618784427642822 0.402264982461929 0.416608929634094 0.0656007081270218 2.00444889068604
44 Nicaragua 0.737299203872681 1.28721570968628 0.653095960617065 0.447551846504211 0.301674216985703 0.130687981843948 2.51393055915833
45 Ecuador 1.00082039833069 1.28616881370544 0.685636222362518 0.4551981985569 0.150112465023994 0.140134647488594 2.29035258293152
46 El Salvador 0.909784495830536 1.18212509155273 0.596018552780151 0.432452529668808 0.0782579854130745 0.0899809598922729 2.7145938873291
47 Poland 1.29178786277771 1.44571197032928 0.699475347995758 0.520342111587524 0.158465966582298 0.0593078061938286 1.79772281646729
48 Uzbekistan 0.786441087722778 1.54896914958954 0.498272627592087 0.658248662948608 0.415983647108078 0.246528223156929 1.81691360473633
49 Italy 1.39506661891937 1.44492328166962 0.853144347667694 0.256450712680817 0.17278964817524 0.0280280914157629 1.81331205368042
50 Russia 1.28177809715271 1.46928238868713 0.547349333763123 0.373783111572266 0.0522638224065304 0.0329628810286522 2.20560741424561
51 Belize 0.907975316047668 1.08141779899597 0.450191766023636 0.547509372234344 0.240015640854836 0.0965810716152191 2.63195562362671
52 Japan 1.41691517829895 1.43633782863617 0.913475871086121 0.505625545978546 0.12057276815176 0.163760736584663 1.36322355270386
53 Lithuania 1.31458234786987 1.47351610660553 0.62894994020462 0.234231784939766 0.010164656676352 0.0118656428530812 2.22844052314758
54 Algeria 1.09186446666718 1.1462174654007 0.617584645748138 0.233335807919502 0.0694366469979286 0.146096110343933 2.56760382652283
55 Latvia 1.26074862480164 1.40471494197845 0.638566970825195 0.325707912445068 0.153074786067009 0.0738427266478539 1.99365520477295
56 South Korea 1.40167844295502 1.12827444076538 0.900214076042175 0.257921665906906 0.206674367189407 0.0632826685905457 1.88037800788879
57 Moldova 0.728870630264282 1.25182557106018 0.589465200901031 0.240729048848152 0.208779126405716 0.0100912861526012 2.80780839920044
58 Romania 1.21768391132355 1.15009129047394 0.685158312320709 0.457003742456436 0.133519917726517 0.00438790069893 2.17683148384094
59 Bolivia 0.833756566047668 1.22761905193329 0.473630249500275 0.558732926845551 0.22556072473526 0.0604777261614799 2.44327902793884
60 Turkmenistan 1.13077676296234 1.49314916133881 0.437726080417633 0.41827192902565 0.24992498755455 0.259270340204239 1.83290982246399
61 Kazakhstan 1.28455626964569 1.38436901569366 0.606041550636292 0.437454283237457 0.201964423060417 0.119282886385918 1.78489255905151
62 North Cyprus 1.3469113111496 1.18630337715149 0.834647238254547 0.471203625202179 0.266845703125 0.155353352427483 1.54915761947632
63 Slovenia 1.3412059545517 1.45251882076263 0.790828227996826 0.572575807571411 0.242649093270302 0.0451289787888527 1.31331729888916
64 Peru 1.03522527217865 1.21877038478851 0.630166113376617 0.450002878904343 0.126819714903831 0.0470490865409374 2.20726943016052
65 Mauritius 1.18939554691315 1.20956099033356 0.638007462024689 0.491247326135635 0.360933750867844 0.0421815551817417 1.6975839138031
66 Cyprus 1.35593807697296 1.13136327266693 0.84471470117569 0.355111539363861 0.271254301071167 0.0412379764020443 1.62124919891357
67 Estonia 1.32087934017181 1.47667109966278 0.695168316364288 0.479131430387497 0.0988908112049103 0.183248922228813 1.35750865936279
68 Belarus 1.15655755996704 1.44494521617889 0.637714266777039 0.295400261878967 0.15513750910759 0.156313821673393 1.72323298454285
69 Libya 1.10180306434631 1.35756433010101 0.520169019699097 0.465733230113983 0.152073666453362 0.0926102101802826 1.83501124382019
70 Turkey 1.19827437400818 1.33775317668915 0.637605607509613 0.300740599632263 0.0466930419206619 0.0996715798974037 1.87927794456482
71 Paraguay 0.932537317276001 1.50728487968445 0.579250693321228 0.473507791757584 0.224150657653809 0.091065913438797 1.6853334903717
72 Hong Kong S.A.R., China 1.55167484283447 1.26279091835022 0.943062424659729 0.490968644618988 0.374465793371201 0.293933749198914 0.554633140563965
73 Philippines 0.85769921541214 1.25391757488251 0.468009054660797 0.585214674472809 0.193513423204422 0.0993318930268288 1.97260475158691
74 Serbia 1.06931757926941 1.25818979740143 0.65078467130661 0.208715528249741 0.220125883817673 0.0409037806093693 1.94708442687988
75 Jordan 0.991012394428253 1.23908889293671 0.604590058326721 0.418421149253845 0.172170460224152 0.11980327218771 1.79117655754089
76 Hungary 1.2860119342804 1.34313309192657 0.687763452529907 0.175863519310951 0.0784016624093056 0.0366369374096394 1.71645927429199
77 Jamaica 0.925579309463501 1.36821806430817 0.641022384166718 0.474307239055634 0.233818337321281 0.0552677810192108 1.61232566833496
78 Croatia 1.22255623340607 0.96798300743103 0.701288521289825 0.255772292613983 0.248002976179123 0.0431031100451946 1.85449242591858
79 Kosovo 0.951484382152557 1.13785350322723 0.541452050209045 0.260287940502167 0.319931447505951 0.0574716180562973 2.01054072380066
80 China 1.08116579055786 1.16083741188049 0.741415500640869 0.472787708044052 0.0288068410009146 0.0227942746132612 1.76493859291077
81 Pakistan 0.72688353061676 0.672690689563751 0.402047783136368 0.23521526157856 0.315446019172668 0.124348066747189 2.79248929023743
82 Indonesia 0.995538592338562 1.27444469928741 0.492345720529556 0.443323463201523 0.611704587936401 0.0153171354904771 1.42947697639465
83 Venezuela 1.12843120098114 1.43133759498596 0.617144227027893 0.153997123241425 0.0650196298956871 0.0644911229610443 1.78946375846863
84 Montenegro 1.12112903594971 1.23837649822235 0.667464673519135 0.194989055395126 0.197911024093628 0.0881741940975189 1.72919154167175
85 Morocco 0.878114581108093 0.774864435195923 0.59771066904068 0.408158332109451 0.0322099551558495 0.0877631828188896 2.45618939399719
86 Azerbaijan 1.15360176563263 1.15240025520325 0.540775775909424 0.398155838251114 0.0452693402767181 0.180987507104874 1.76248168945312
87 Dominican Republic 1.07937383651733 1.40241670608521 0.574873745441437 0.55258983373642 0.186967849731445 0.113945253193378 1.31946516036987
88 Greece 1.28948748111725 1.23941457271576 0.810198903083801 0.0957312509417534 0.0 0.04328977689147 1.74922156333923
89 Lebanon 1.07498753070831 1.12962424755096 0.735081076622009 0.288515985012054 0.264450758695602 0.037513829767704 1.69507384300232
90 Portugal 1.3151752948761 1.36704301834106 0.795843541622162 0.498465299606323 0.0951027125120163 0.0158694516867399 1.10768270492554
91 Bosnia and Herzegovina 0.982409417629242 1.0693359375 0.705186307430267 0.204403176903725 0.328867495059967 0.0 1.89217257499695
92 Honduras 0.730573117733002 1.14394497871399 0.582569479942322 0.348079860210419 0.236188873648643 0.0733454525470734 2.06581115722656
93 Macedonia 1.06457793712616 1.20789301395416 0.644948184490204 0.325905978679657 0.25376096367836 0.0602777935564518 1.6174693107605
94 Somalia 0.0226431842893362 0.721151351928711 0.113989137113094 0.602126955986023 0.291631311178207 0.282410323619843 3.11748456954956
95 Vietnam 0.788547575473785 1.27749133110046 0.652168989181519 0.571055591106415 0.234968051314354 0.0876332372426987 1.46231865882874
96 Nigeria 0.783756256103516 1.21577048301697 0.0569157302379608 0.394952565431595 0.230947196483612 0.0261215660721064 2.36539053916931
97 Tajikistan 0.524713635444641 1.27146327495575 0.529235124588013 0.471566706895828 0.248997643589973 0.146377146244049 1.84904932975769
98 Bhutan 0.885416388511658 1.34012651443481 0.495879292488098 0.501537680625916 0.474054545164108 0.173380389809608 1.14018440246582
99 Kyrgyzstan 0.596220076084137 1.39423859119415 0.553457796573639 0.454943388700485 0.42858037352562 0.0394391790032387 1.53672313690186
100 Nepal 0.479820191860199 1.17928326129913 0.504130780696869 0.440305948257446 0.394096165895462 0.0729755461215973 1.8912410736084
101 Mongolia 1.02723586559296 1.4930112361908 0.557783484458923 0.394143968820572 0.338464230298996 0.0329022891819477 1.11129236221313
102 South Africa 1.05469870567322 1.38478863239288 0.187080070376396 0.479246735572815 0.139362379908562 0.0725094974040985 1.51090860366821
103 Tunisia 1.00726580619812 0.868351459503174 0.613212049007416 0.289680689573288 0.0496933571994305 0.0867231488227844 1.89025115966797
104 Palestinian Territories 0.716249227523804 1.15564715862274 0.565666973590851 0.25471106171608 0.114173173904419 0.0892826020717621 1.8788902759552
105 Egypt 0.989701807498932 0.997471392154694 0.520187258720398 0.282110154628754 0.128631442785263 0.114381365478039 1.70216107368469
106 Bulgaria 1.1614590883255 1.43437945842743 0.708217680454254 0.289231717586517 0.113177694380283 0.0110515309497714 0.996139287948608
107 Sierra Leone 0.36842092871666 0.984136044979095 0.0055647538974881 0.318697690963745 0.293040901422501 0.0710951760411263 2.66845989227295
108 Cameroon 0.564305365085602 0.946018218994141 0.132892116904259 0.430388748645782 0.236298456788063 0.0513066314160824 2.3336455821991
109 Iran 1.15687310695648 0.711551249027252 0.639333188533783 0.249322608113289 0.387242913246155 0.048761073499918 1.49873495101929
110 Albania 0.996192753314972 0.803685247898102 0.731159746646881 0.381498634815216 0.201312944293022 0.0398642159998417 1.49044156074524
111 Bangladesh 0.586682975292206 0.735131740570068 0.533241033554077 0.478356659412384 0.172255352139473 0.123717859387398 1.97873616218567
112 Namibia 0.964434325695038 1.0984708070755 0.33861181139946 0.520303547382355 0.0771337449550629 0.0931469723582268 1.4818902015686
113 Kenya 0.560479462146759 1.06795072555542 0.309988349676132 0.452763766050339 0.444860309362411 0.0646413192152977 1.6519021987915
114 Mozambique 0.234305649995804 0.870701014995575 0.106654435396194 0.480791091918945 0.322228103876114 0.179436385631561 2.35565090179443
115 Myanmar 0.367110550403595 1.12323594093323 0.397522568702698 0.514492034912109 0.838075160980225 0.188816204667091 1.11529040336609
116 Senegal 0.479309022426605 1.17969191074371 0.409362852573395 0.377922266721725 0.183468893170357 0.115460447967052 1.78964614868164
117 Zambia 0.636406779289246 1.00318729877472 0.257835894823074 0.461603492498398 0.249580144882202 0.0782135501503944 1.82670545578003
118 Iraq 1.10271048545837 0.978613197803497 0.501180469989777 0.288555532693863 0.19963726401329 0.107215754687786 1.31890726089478
119 Gabon 1.1982102394104 1.1556202173233 0.356578588485718 0.312328577041626 0.0437853783369064 0.0760467872023582 1.32291626930237
120 Ethiopia 0.339233845472336 0.86466920375824 0.353409707546234 0.408842742443085 0.312650740146637 0.165455713868141 2.01574373245239
121 Sri Lanka 1.00985014438629 1.25997638702393 0.625130832195282 0.561213254928589 0.490863561630249 0.0736539661884308 0.419389247894287
122 Armenia 0.900596737861633 1.00748372077942 0.637524425983429 0.198303267359734 0.0834880918264389 0.0266744215041399 1.5214991569519
123 India 0.792221248149872 0.754372596740723 0.455427616834641 0.469987004995346 0.231538489460945 0.0922268852591515 1.5191171169281
124 Mauritania 0.648457288742065 1.2720308303833 0.285349279642105 0.0960980430245399 0.201870024204254 0.136957004666328 1.65163731575012
125 Congo (Brazzaville) 0.808964252471924 0.832044363021851 0.28995743393898 0.435025870800018 0.120852127671242 0.0796181336045265 1.72413563728333
126 Georgia 0.950612664222717 0.57061493396759 0.649546980857849 0.309410035610199 0.0540088154375553 0.251666635274887 1.50013780593872
127 Congo (Kinshasa) 0.0921023488044739 1.22902345657349 0.191407024860382 0.235961347818375 0.246455833315849 0.0602413564920425 2.22495865821838
128 Mali 0.476180493831635 1.28147339820862 0.169365674257278 0.306613743305206 0.183354198932648 0.104970246553421 1.66819095611572
129 Ivory Coast 0.603048920631409 0.904780030250549 0.0486421696841717 0.447706192731857 0.201237469911575 0.130061775445938 1.84496426582336
130 Cambodia 0.601765096187592 1.00623834133148 0.429783403873444 0.633375823497772 0.385922968387604 0.0681059509515762 1.04294109344482
131 Sudan 0.65951669216156 1.21400856971741 0.290920823812485 0.0149958552792668 0.182317450642586 0.089847519993782 1.68706583976746
132 Ghana 0.667224824428558 0.873664736747742 0.295637726783752 0.423026293516159 0.256923943758011 0.0253363698720932 1.57786750793457
133 Ukraine 0.89465194940567 1.39453756809235 0.575903952121735 0.122974775731564 0.270061463117599 0.0230294708162546 0.814382314682007
134 Uganda 0.381430715322495 1.12982773780823 0.217632606625557 0.443185955286026 0.325766056776047 0.057069718837738 1.526362657547
135 Burkina Faso 0.3502277135849 1.04328000545502 0.215844258666039 0.324367851018906 0.250864684581757 0.120328105986118 1.72721290588379
136 Niger 0.161925330758095 0.993025004863739 0.26850500702858 0.36365869641304 0.228673845529556 0.138572946190834 1.87398338317871
137 Malawi 0.233442038297653 0.512568831443787 0.315089583396912 0.466914653778076 0.287170469760895 0.0727116540074348 2.08178615570068
138 Chad 0.438012987375259 0.953855872154236 0.0411347150802612 0.16234202682972 0.216113850474358 0.0535818822681904 2.07123804092407
139 Zimbabwe 0.375846534967422 1.08309590816498 0.196763753890991 0.336384207010269 0.189143493771553 0.0953753814101219 1.59797024726868
140 Lesotho 0.521021246910095 1.19009518623352 0.0 0.390661299228668 0.157497271895409 0.119094640016556 1.42983531951904
141 Angola 0.858428180217743 1.10441195964813 0.0498686656355858 0.0 0.097926490008831 0.0697203353047371 1.61448240280151
142 Afghanistan 0.401477217674255 0.581543326377869 0.180746778845787 0.106179520487785 0.311870932579041 0.0611578300595284 2.15080118179321
143 Botswana 1.12209415435791 1.22155499458313 0.341755509376526 0.505196332931519 0.0993484482169151 0.0985831990838051 0.3779137134552
144 Benin 0.431085407733917 0.435299843549728 0.209930211305618 0.425962775945663 0.207948461174965 0.0609290152788162 1.88563096523285
145 Madagascar 0.305808693170547 0.913020372390747 0.375223308801651 0.189196765422821 0.208732530474663 0.0672319754958153 1.58461260795593
146 Haiti 0.368610262870789 0.640449821949005 0.277321130037308 0.0303698573261499 0.489203780889511 0.0998721495270729 1.69716763496399
147 Yemen 0.591683447360992 0.93538224697113 0.310080915689468 0.249463722109795 0.104125209152699 0.0567674227058887 1.34560060501099
148 South Sudan 0.39724862575531 0.601323127746582 0.163486003875732 0.147062435746193 0.285670816898346 0.116793513298035 1.87956738471985
149 Liberia 0.119041793048382 0.872117936611176 0.229918196797371 0.332881182432175 0.26654988527298 0.0389482490718365 1.67328596115112
150 Guinea 0.244549930095673 0.791244685649872 0.194129139184952 0.348587512969971 0.264815092086792 0.110937617719173 1.55231189727783
151 Togo 0.305444717407227 0.431882530450821 0.247105568647385 0.38042613863945 0.196896150708199 0.0956650152802467 1.83722925186157
152 Rwanda 0.368745893239975 0.945707023143768 0.326424807310104 0.581843852996826 0.252756029367447 0.455220013856888 0.540061235427856
153 Syria 0.777153134346008 0.396102607250214 0.50053334236145 0.0815394446253777 0.493663728237152 0.151347130537033 1.06157350540161
154 Tanzania 0.511135876178741 1.04198980331421 0.364509284496307 0.390017777681351 0.354256361722946 0.0660351067781448 0.621130466461182
155 Burundi 0.091622568666935 0.629793584346771 0.151610791683197 0.0599007532000542 0.204435184597969 0.0841479450464249 1.68302416801453
156 Central African Republic 0.0 0.0 0.0187726859003305 0.270842045545578 0.280876487493515 0.0565650761127472 2.06600475311279