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4 years ago
import pandas as pd

df = pd.read_csv('perception2.csv')
df
df[['Overall rank', 'Country or region', 'GDP per capita']]
df.iloc[151]
Overall rank                    152
Country or region            Rwanda
Score                         3.334
GDP per capita                0.359
Perceptions of corruption     0.411
Name: 151, dtype: object
df.iloc[12:19]
for index, rows in df.iterrows():
    print(index, rows['Country or region'])
0 Finland 1 Denmark 2 Norway 3 Iceland 4 Netherlands 5 Switzerland 6 Sweden 7 New Zealand 8 Canada 9 Austria 10 Australia 11 Costa Rica 12 Israel 13 Luxembourg 14 United Kingdom 15 Ireland 16 Germany 17 Belgium 18 United States 19 Czech Republic 20 United Arab Emirates 21 Malta 22 Mexico 23 France 24 Taiwan 25 Chile 26 Guatemala 27 Saudi Arabia 28 Qatar 29 Spain 30 Panama 31 Brazil 32 Uruguay 33 Singapore 34 El Salvador 35 Italy 36 Bahrain 37 Slovakia 38 Trinidad & Tobago 39 Poland 40 Uzbekistan 41 Lithuania 42 Colombia 43 Slovenia 44 Nicaragua 45 Kosovo 46 Argentina 47 Romania 48 Cyprus 49 Ecuador 50 Kuwait 51 Thailand 52 Latvia 53 South Korea 54 Estonia 55 Jamaica 56 Mauritius 57 Japan 58 Honduras 59 Kazakhstan 60 Bolivia 61 Hungary 62 Paraguay 63 Northern Cyprus 64 Peru 65 Portugal 66 Pakistan 67 Russia 68 Philippines 69 Serbia 70 Moldova 71 Libya 72 Montenegro 73 Tajikistan 74 Croatia 75 Hong Kong 76 Dominican Republic 77 Bosnia and Herzegovina 78 Turkey 79 Malaysia 80 Belarus 81 Greece 82 Mongolia 83 North Macedonia 84 Nigeria 85 Kyrgyzstan 86 Turkmenistan 87 Algeria 88 Morocco 89 Azerbaijan 90 Lebanon 91 Indonesia 92 China 93 Vietnam 94 Bhutan 95 Cameroon 96 Bulgaria 97 Ghana 98 Ivory Coast 99 Nepal 100 Jordan 101 Benin 102 Congo (Brazzaville) 103 Gabon 104 Laos 105 South Africa 106 Albania 107 Venezuela 108 Cambodia 109 Palestinian Territories 110 Senegal 111 Somalia 112 Namibia 113 Niger 114 Burkina Faso 115 Armenia 116 Iran 117 Guinea 118 Georgia 119 Gambia 120 Kenya 121 Mauritania 122 Mozambique 123 Tunisia 124 Bangladesh 125 Iraq 126 Congo (Kinshasa) 127 Mali 128 Sierra Leone 129 Sri Lanka 130 Myanmar 131 Chad 132 Ukraine 133 Ethiopia 134 Swaziland 135 Uganda 136 Egypt 137 Zambia 138 Togo 139 India 140 Liberia 141 Comoros 142 Madagascar 143 Lesotho 144 Burundi 145 Zimbabwe 146 Haiti 147 Botswana 148 Syria 149 Malawi 150 Yemen 151 Rwanda 152 Tanzania 153 Afghanistan 154 Central African Republic 155 South Sudan