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Data
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Web scraping
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Cleaning
All data is cleaned, adjusted for nomenclature and combined into one set
Enrichement
ML models used of extrapolation on missing values
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Democracy & GDP

There is a strong correlation between GDP and democracy level based on 164 countries in the world

164
Countries
in scope
Strong
Correlation

Correlation

Analysing 164 countries in the world, there is a strong correlation between GDP per capita and Democracy Level

⤓ Graph
⤓ Data

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Country data

Country GDP per capita ($USD) Democracy level
Afghanistan 517 2.97
Angola 1,776 3.62
Albania 5,246 5.98
United Arab Emirates 36,285 2.76
Argentina 8,579 7.02
Armenia 4,266 4.79
Australia 51,680 9.09
Austria 48,589 8.29
Azerbaijan 4,221 2.65
Burundi 239 2.33
Belgium 45,205 7.78
Benin 1,291 5.74
Burkina Faso 858 4.75
Bangladesh 1,962 5.57
Bulgaria 10,079 7.03
Bahrain 20,410 2.71
Bosnia and Herzegovina 6,080 4.98
Belarus 6,424 3.13
Bolivia 3,133 5.7
Brazil 6,797 6.97
Bhutan 3,001 5.3
Botswana 6,405 7.81
Central African Republic 493 1.52
Canada 43,258 9.15
Switzerland 87,100 9.03
Chile 13,232 7.97
China 10,435 3.32
Côte d'Ivoire 2,326 4.15
Cameroon 1,537 3.28
Dem. Rep. Congo 544 1.49
Congo 1,846 3.31
Colombia 5,335 6.96
Comoros 1,421 3.71
Cabo Verde 3,064 7.88
Costa Rica 12,141 8.07
Cuba 9,478 3.0
Cyprus 20,385 7.59
Czech Republic 22,933 7.69
Germany 46,253 8.68
Djibouti 3,425 2.87
Denmark 61,063 9.22
Dominican Republic 7,268 6.54
Algeria 3,307 3.5
Ecuador 5,600 6.27
Egypt 3,569 3.36
Eritrea 643 2.37
Spain 27,056 8.08
Estonia 23,054 7.97
Ethiopia 936 3.35
Finland 48,755 9.14
Fiji 5,058 5.85
France 39,037 7.8
Gabon 6,882 3.61
United Kingdom 41,059 8.53
Georgia 4,257 5.5
Ghana 2,206 6.63
Guinea 1,194 3.14
The Gambia 773 4.31
Guinea-Bissau 728 1.98
Equatorial Guinea 7,143 1.92
Greece 17,647 7.29
Guatemala 4,603 5.6
Guyana 6,956 6.67
Honduras 2,389 5.63
Croatia 14,132 6.57
Haiti 1,272 4.91
Hungary 15,980 6.63
Indonesia 3,870 6.39
India 1,928 7.23
Ireland 85,423 9.15
Iran 2,422 2.45
Iraq 4,146 4.06
Iceland 59,264 9.58
Israel 44,178 7.79
Italy 31,770 7.71
Jamaica 4,665 7.02
Jordan 4,283 3.93
Japan 40,193 7.99
Kazakhstan 9,122 2.94
Kenya 1,879 5.11
Kyrgyz Republic 1,176 5.11
Cambodia 1,544 3.59
Korea 31,598 8.0
Kuwait 24,812 3.85
Lao PDR 2,630 2.37
Lebanon 4,650 4.63
Liberia 633 5.35
Libya 3,699 2.19
Sri Lanka 3,681 6.19
Lesotho 875 6.64
Lithuania 20,232 7.5
Luxembourg 116,356 8.81
Latvia 17,737 7.38
Morocco 3,108 4.99
Moldova 4,547 5.85
Madagascar 471 5.22
Mexico 8,329 6.19
North Macedonia 5,917 5.87
Mali 862 5.41
Malta 28,423 8.21
Myanmar 1,468 3.83
Montenegro 7,677 5.74
Mongolia 4,061 6.5
Mozambique 449 3.85
Mauritania 1,702 3.82
Mauritius 8,628 8.22
Malawi 637 5.49
Malaysia 10,412 6.88
Namibia 4,179 6.25
Niger 568 3.76
Nigeria 2,097 4.44
Nicaragua 1,905 3.63
Netherlands 52,396 8.89
Norway 67,330 9.87
Nepal 1,155 5.18
New Zealand 41,441 9.26
Oman 14,485 3.04
Pakistan 1,189 4.17
Panama 12,510 7.05
Peru 6,127 6.6
Philippines 3,299 6.71
Papua New Guinea 2,757 6.03
Poland 15,742 6.67
Portugal 22,195 7.84
Paraguay 5,001 6.24
West Bank and Gaza 3,240 4.39
Qatar 50,124 3.19
Romania 12,915 6.38
Russia 10,295 2.94
Rwanda 798 3.35
Saudi Arabia 20,110 1.93
Sudan 486 2.15
Senegal 1,472 6.15
Singapore 59,798 6.38
Sierra Leone 509 4.66
El Salvador 3,799 5.96
Serbia 7,731 6.41
Suriname 4,917 6.98
Slovak Republic 19,267 7.1
Slovenia 25,490 7.5
Sweden 52,274 9.39
Eswatini 3,424 3.03
Syrian Arab Republic 1,302 1.43
Chad 659 1.61
Togo 915 3.1
Thailand 7,187 4.63
Tajikistan 859 1.93
Turkmenistan 7,500 1.72
Timor-Leste 1,443 7.19
Trinidad and Tobago 15,426 7.16
Tunisia 3,522 6.41
Turkey 8,536 4.37
Tanzania 1,045 5.41
Uganda 822 5.2
Ukraine 3,523 5.69
Uruguay 15,438 8.38
United States 63,207 7.96
Uzbekistan 1,751 2.01
Venezuela 16,963 3.16
Vietnam 2,786 3.08
Yemen 724 1.95
South Africa 5,656 7.24
Zambia 985 5.61
Zimbabwe 1,215 3.16
⤓ Data

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