kuis mandarel uas
Shalma Kaisya
2023-12-01
#INPUT DATA
#impor data dari archive
archive <- read.csv("C:/Users/ACER/Documents/avgIQpercountry.csv");
archive## Rank Country Average.IQ Continent
## 1 1 Japan 106.48 Asia
## 2 2 Taiwan 106.47 Asia
## 3 3 Singapore 105.89 Asia
## 4 4 Hong Kong 105.37 Asia
## 5 5 China 104.10 Asia
## 6 6 South Korea 102.35 Asia
## 7 7 Belarus 101.60 Europe
## 8 8 Finland 101.20 Europe
## 9 9 Liechtenstein 101.07 Europe
## 10 10 Germany 100.74 Europe
## 11 11 Netherlands 100.74 Europe
## 12 12 Estonia 100.72 Europe
## 13 13 Luxembourg 99.87 Europe
## 14 14 Macao 99.82 Asia
## 15 15 Cambodia 99.75 Asia
## 16 16 Canada 99.52 North America
## 17 17 Australia 99.24 Oceania
## 18 18 Hungary 99.24 Europe
## 19 19 Switzerland 99.24 Europe
## 20 20 United Kingdom 99.12 Europe
## 21 21 North Korea 98.82 Asia
## 22 22 Slovenia 98.60 Europe
## 23 23 New Zealand 98.57 Oceania
## 24 24 Austria 98.38 Europe
## 25 25 Iceland 98.26 Europe
## 26 26 Denmark 97.83 Europe
## 27 27 Belgium 97.49 Europe
## 28 28 United States 97.43 North America
## 29 29 Norway 97.13 Europe
## 30 30 Sweden 97.00 Europe
## 31 31 France 96.69 Europe
## 32 32 Poland 96.35 Europe
## 33 33 Slovakia 96.32 Europe
## 34 34 Russia 96.29 Europe/Asia
## 35 35 Lithuania 95.89 Europe
## 36 36 Croatia 95.75 Europe
## 37 37 Andorra 95.20 Europe
## 38 38 Ireland 95.13 Europe
## 39 39 Czech republic 94.92 Europe
## 40 40 Latvia 94.79 Europe
## 41 41 Italy 94.23 Europe
## 42 42 New Caledonia 93.92 Oceania
## 43 43 Vanuatu 93.92 Oceania
## 44 44 Spain 93.90 Europe
## 45 45 Bermuda 93.48 North America
## 46 46 Cyprus 93.39 Europe
## 47 47 Portugal 92.77 Europe
## 48 48 Israel 92.43 Asia
## 49 49 Barbados 91.60 Central America
## 50 50 Malta 91.27 Europe
## 51 51 Myanmar 91.18 Asia
## 52 52 Mongolia 91.03 Asia
## 53 53 Bulgaria 90.99 Europe
## 54 54 Greece 90.77 Europe
## 55 55 Suriname 90.29 South America
## 56 56 Ukraine 90.07 Europe
## 57 57 Moldavia 89.98 Europe
## 58 58 Serbia 89.60 Europe
## 59 59 Vietnam 89.53 Asia
## 60 60 Iraq 89.28 Asia
## 61 61 Uzbekistan 89.01 Asia
## 62 62 Kazakhstan 88.89 Asia
## 63 63 Thailand 88.87 Asia
## 64 64 Armenia 88.82 Asia
## 65 65 Bosnia and Herzegovina 88.54 Europe
## 66 66 Costa Rica 88.34 Central America
## 67 67 Bhutan 87.94 Asia
## 68 68 Chile 87.89 South America
## 69 69 Mexico 87.73 North America
## 70 70 Tajikistan 87.71 Asia
## 71 71 Uruguay 87.59 South America
## 72 72 Brunei 87.58 Asia
## 73 73 Malaysia 87.58 Asia
## 74 74 Bahamas 86.99 Central America
## 75 75 Romania 86.88 Europe
## 76 76 Türkiye 86.80 Europe/Asia
## 77 77 Argentina 86.63 South America
## 78 78 Sri Lanka 86.62 Asia
## 79 79 Mauritius 86.56 Africa
## 80 80 Turkmenistan 85.86 Asia
## 81 81 Montenegro 85.78 Europe
## 82 82 Trinidad and Tobago 85.63 Central America
## 83 83 Azerbaijan 84.81 Asia
## 84 84 Georgia 84.50 Europe/Asia
## 85 85 Turks and Caicos Islands 84.29 Central America
## 86 86 Paraguay 84.04 South America
## 87 87 Federated States of Micronesia 83.96 Oceania
## 88 88 Fiji 83.96 Oceania
## 89 89 Marshall Islands 83.96 Oceania
## 90 90 Solomon Islands 83.96 Oceania
## 91 91 Cuba 83.90 Central America
## 92 92 Bahrain 83.60 Asia
## 93 93 Brazil 83.38 South America
## 94 94 Guyana 83.23 South America
## 95 95 Colombia 83.13 South America
## 96 96 Venezuela 82.99 South America
## 97 97 Cayman Islands 82.24 Central America
## 98 98 Afghanistan 82.12 Asia
## 99 99 Haiti 82.10 Central America
## 100 100 Dominican Republic 82.05 Central America
## 101 101 United Arab Emirates 82.05 Asia
## 102 102 Puerto Rico 81.99 Central America
## 103 103 North Macedonia 81.91 Europe
## 104 104 Albania 81.75 Europe
## 105 105 Lebanon 81.70 Asia
## 106 106 Philippines 81.64 Asia
## 107 107 Peru 81.44 South America
## 108 108 Northern Mariana Islands 81.36 Oceania
## 109 109 Laos 80.99 Asia
## 110 110 Libya 80.92 Africa
## 111 111 Qatar 80.78 Asia
## 112 112 Jordan 80.70 Asia
## 113 113 Maldives 80.54 Asia
## 114 114 Iran 80.01 Asia
## 115 115 Pakistan 80.00 Asia
## 116 116 Grenade 79.34 Central America
## 117 117 Tunisia 79.22 Africa
## 118 118 Kyrgyzstan 79.09 Asia
## 119 119 Panama 79.00 Central America
## 120 120 Chad 78.87 Africa
## 121 121 Sudan 78.87 Africa
## 122 122 Seychelles 78.76 Africa
## 123 123 Oman 78.70 Asia
## 124 124 Kuwait 78.64 Asia
## 125 125 East Timor 78.49 Asia
## 126 126 Indonesia 78.49 Asia
## 127 127 Papua New Guinea 78.49 Oceania
## 128 128 Ecuador 78.26 South America
## 129 129 Palestine 77.69 Asia
## 130 130 Senegal 77.37 Africa
## 131 131 Comoros 77.07 Africa
## 132 132 Madagascar 76.79 Africa
## 133 133 British Virgin Islands 76.69 Central America
## 134 134 Bolivia 76.53 South America
## 135 135 Uganda 76.42 Africa
## 136 136 Saudi Arabia 76.36 Asia
## 137 137 Egypt 76.32 Africa
## 138 138 India 76.24 Asia
## 139 139 Algeria 76.00 Africa
## 140 140 Kenya 75.20 Africa
## 141 141 Angola 75.10 Africa
## 142 142 Jamaica 75.08 Central America
## 143 143 Tanzania 74.95 Africa
## 144 144 Syria 74.41 Asia
## 145 145 Bangladesh 74.33 Asia
## 146 146 Zimbabwe 74.01 Africa
## 147 147 Burkina Faso 73.80 Africa
## 148 148 Saint Lucia 73.68 Central America
## 149 149 Mozambique 72.50 Africa
## 150 150 Burundi 72.09 Africa
## 151 151 Niger 70.82 Africa
## 152 152 Antigua and Barbuda 70.48 Central America
## 153 153 Rwanda 69.95 Africa
## 154 154 Benin 69.71 Africa
## 155 155 Malawi 69.70 Africa
## 156 156 El Salvador 69.63 Central America
## 157 157 Botswana 69.45 Africa
## 158 158 Lesotho 68.87 Africa
## 159 159 South Africa 68.87 Africa
## 160 160 Eswatini 68.87 Africa
## 161 161 Eritrea 68.77 Africa
## 162 162 Saint Helena 68.74 Africa
## 163 163 Zambia 68.43 Africa
## 164 164 Ethiopia 68.42 Africa
## 165 165 Djibouti 68.41 Africa
## 166 166 Cameroon 67.76 Africa
## 167 167 Nigeria 67.76 Africa
## 168 168 Somalia 67.67 Africa
## 169 169 Morocco 67.03 Africa
## 170 170 Namibia 66.19 Africa
## 171 171 Dominica 66.03 Central America
## 172 172 Sao Tome and Principe 65.22 Africa
## 173 173 Congo 64.92 Africa
## 174 174 Saint Vincent and the Grenadines 63.42 Central America
## 175 175 Gabon 62.97 Africa
## 176 176 Congo Republic 62.97 Africa
## 177 177 Yemen 62.86 Asia
## 178 178 Belize 62.55 Central America
## 179 179 Central African Republic 62.55 Africa
## 180 180 Honduras 62.16 Central America
## 181 181 Togo 59.83 Africa
## 182 182 Mali 59.76 Africa
## 183 183 Mauritania 59.76 Africa
## 184 184 South Sudan 58.61 Africa
## 185 185 Ghana 58.16 Africa
## 186 186 Costa do Marfim 58.16 Africa
## 187 187 Guinea 53.48 Africa
## 188 188 Nicaragua 52.69 Central America
## 189 189 Gambia 52.68 Africa
## 190 190 Guatemala 47.72 Central America
## 191 191 Liberia 45.07 Africa
## 192 192 Sierra Leone 45.07 Africa
## 193 193 Nepal 42.99 Asia
## Literacy.Rate Nobel.Prices HDI..2021. Mean.years.of.schooling...2021
## 1 0.99 29 0.925 13.4
## 2 0.96 4 NA NA
## 3 0.97 0 0.939 11.9
## 4 0.94 1 0.952 12.2
## 5 0.96 8 0.768 7.6
## 6 0.98 0 0.925 12.5
## 7 1.00 2 0.808 12.1
## 8 1.00 5 0.940 12.9
## 9 1.00 0 0.935 12.5
## 10 0.99 111 0.942 14.1
## 11 0.99 22 0.941 12.6
## 12 1.00 0 0.890 13.5
## 13 1.00 2 0.930 13.0
## 14 0.97 0 NA NA
## 15 0.78 0 0.593 5.1
## 16 0.99 28 0.936 13.8
## 17 0.99 12 0.951 12.7
## 18 0.99 13 0.846 12.2
## 19 0.99 27 0.962 13.9
## 20 0.99 137 0.929 13.4
## 21 1.00 0 NA NA
## 22 1.00 1 0.918 12.8
## 23 0.99 3 0.937 12.9
## 24 0.98 22 0.916 12.3
## 25 0.99 1 0.959 13.8
## 26 0.99 13 0.948 13.0
## 27 0.99 11 0.937 12.4
## 28 0.99 400 0.921 13.7
## 29 1.00 13 0.961 13.0
## 30 0.99 32 0.947 12.6
## 31 0.99 71 0.903 11.6
## 32 1.00 19 0.876 13.2
## 33 1.00 0 0.848 12.9
## 34 1.00 0 0.822 12.8
## 35 1.00 3 0.875 13.5
## 36 0.99 2 0.858 12.2
## 37 1.00 0 0.858 10.6
## 38 0.99 11 0.945 11.6
## 39 0.99 6 0.889 12.9
## 40 1.00 1 0.863 13.3
## 41 0.99 21 0.895 10.7
## 42 0.97 0 NA NA
## 43 0.85 0 0.607 7.1
## 44 0.98 8 0.905 10.6
## 45 0.98 0 NA NA
## 46 0.99 1 0.896 12.4
## 47 0.95 2 0.866 9.6
## 48 0.97 13 0.919 13.3
## 49 1.00 0 0.790 9.9
## 50 0.94 0 0.918 12.2
## 51 0.93 1 0.585 6.4
## 52 0.98 0 0.739 9.4
## 53 0.98 1 0.795 11.4
## 54 0.95 2 0.887 11.4
## 55 0.96 0 0.730 9.8
## 56 1.00 6 0.773 11.1
## 57 0.99 0 0.767 11.8
## 58 0.98 0 0.802 11.4
## 59 0.95 1 0.703 8.4
## 60 0.80 1 0.686 7.9
## 61 1.00 0 0.727 11.9
## 62 1.00 0 0.811 12.3
## 63 0.94 0 0.800 8.7
## 64 1.00 0 0.759 11.3
## 65 0.98 2 0.780 10.5
## 66 0.98 1 0.809 8.8
## 67 0.64 0 0.666 5.2
## 68 0.97 2 0.855 10.9
## 69 0.95 3 0.758 9.2
## 70 1.00 0 0.685 11.3
## 71 0.98 0 0.809 9.0
## 72 0.97 0 0.829 9.2
## 73 0.95 0 0.803 10.6
## 74 0.96 0 0.812 12.6
## 75 0.99 5 0.821 11.3
## 76 0.96 2 0.838 8.6
## 77 0.98 5 0.842 11.1
## 78 0.93 0 0.782 10.8
## 79 0.91 0 0.802 10.4
## 80 1.00 0 0.745 11.3
## 81 0.99 0 0.832 12.2
## 82 0.99 1 0.810 11.6
## 83 1.00 1 0.745 10.5
## 84 1.00 0 0.802 12.8
## 85 0.98 0 NA NA
## 86 0.96 0 0.717 8.9
## 87 0.89 0 0.628 7.8
## 88 0.94 0 0.730 10.9
## 89 0.98 0 0.639 10.9
## 90 0.84 0 0.564 5.7
## 91 1.00 0 0.764 12.5
## 92 0.96 0 0.875 11.0
## 93 0.93 0 0.754 8.1
## 94 0.88 0 0.714 8.6
## 95 0.95 2 0.752 8.9
## 96 0.95 1 0.691 11.1
## 97 0.99 0 NA NA
## 98 0.38 0 0.478 3.0
## 99 0.61 0 0.535 5.6
## 100 0.92 0 0.767 9.3
## 101 0.93 0 0.911 12.7
## 102 0.93 0 NA NA
## 103 0.98 0 0.770 10.2
## 104 0.98 0 0.796 11.3
## 105 0.94 0 0.706 8.7
## 106 0.97 1 0.699 9.0
## 107 0.94 1 0.762 9.9
## 108 0.97 0 NA NA
## 109 0.80 0 0.607 5.4
## 110 0.91 0 0.718 7.6
## 111 0.98 0 0.855 10.0
## 112 0.98 0 0.720 10.4
## 113 0.99 0 0.747 7.3
## 114 0.87 1 0.774 10.6
## 115 0.56 2 0.544 4.5
## 116 0.96 0 0.795 9.0
## 117 0.81 1 0.731 7.4
## 118 0.99 0 0.692 11.4
## 119 0.95 0 0.805 10.5
## 120 0.40 0 0.394 2.6
## 121 0.59 0 0.508 3.8
## 122 0.95 0 0.785 10.3
## 123 0.94 0 0.816 11.7
## 124 0.96 0 0.831 7.3
## 125 0.64 0 NA NA
## 126 0.95 0 0.705 8.6
## 127 0.63 0 0.558 4.7
## 128 0.95 0 0.740 8.8
## 129 0.97 1 0.715 9.9
## 130 0.56 0 0.511 2.9
## 131 0.78 0 0.558 5.1
## 132 0.65 0 0.501 5.1
## 133 0.98 0 NA NA
## 134 0.95 0 0.692 9.8
## 135 0.74 0 0.525 5.7
## 136 0.95 0 0.875 11.3
## 137 0.76 4 0.731 9.6
## 138 0.72 12 0.633 6.7
## 139 0.80 2 0.745 8.1
## 140 0.78 1 0.575 6.7
## 141 0.71 0 0.586 5.4
## 142 0.89 0 0.709 9.2
## 143 0.80 1 0.549 6.4
## 144 0.86 0 0.577 5.1
## 145 0.61 2 0.661 7.4
## 146 0.87 0 0.593 8.7
## 147 0.38 0 0.449 2.1
## 148 0.90 2 0.715 8.5
## 149 0.59 0 0.446 3.2
## 150 0.85 0 0.426 3.1
## 151 0.19 0 0.400 2.1
## 152 0.99 0 0.788 9.3
## 153 0.71 0 0.534 4.4
## 154 0.38 0 0.525 4.3
## 155 0.66 0 0.512 4.5
## 156 0.88 0 0.675 7.2
## 157 0.88 0 0.693 10.3
## 158 0.79 0 0.514 6.0
## 159 0.95 11 0.713 11.4
## 160 0.87 0 0.597 5.6
## 161 0.74 0 0.492 4.9
## 162 0.97 0 NA NA
## 163 0.85 0 0.565 7.2
## 164 0.49 1 0.498 3.2
## 165 0.68 0 0.509 4.1
## 166 0.75 0 0.576 6.2
## 167 0.60 1 0.535 7.2
## 168 0.38 0 NA NA
## 169 0.72 1 0.683 5.9
## 170 0.91 0 0.615 7.2
## 171 0.94 0 0.720 8.1
## 172 0.92 0 0.618 6.2
## 173 0.77 0 0.571 6.2
## 174 0.96 0 0.751 10.8
## 175 0.83 0 0.706 9.4
## 176 0.79 0 0.479 7.0
## 177 0.70 1 0.455 3.2
## 178 0.83 0 0.683 8.8
## 179 0.37 0 0.404 4.3
## 180 0.88 0 0.621 7.1
## 181 0.67 0 0.539 5.0
## 182 0.33 0 0.428 2.3
## 183 0.52 0 0.556 4.9
## 184 0.32 0 0.385 5.7
## 185 0.77 1 0.632 8.3
## 186 0.43 0 NA NA
## 187 0.30 0 0.465 2.2
## 188 0.82 0 0.667 7.1
## 189 0.58 0 0.500 4.6
## 190 0.79 2 0.627 5.7
## 191 0.48 2 0.481 5.1
## 192 0.48 0 0.477 4.6
## 193 0.65 0 0.602 5.1
## GNI...2021 Population...2023
## 1 42274 123294513
## 2 NA 10143543
## 3 90919 6014723
## 4 62607 7491609
## 5 17504 1425671352
## 6 44501 51784059
## 7 18849 9498238
## 8 49452 5545475
## 9 146830 \t39315
## 10 54534 83294633
## 11 55979 17618299
## 12 38048 1322766
## 13 84649 654.768
## 14 NA 704.15
## 15 4079 16944826
## 16 46808 38781292
## 17 49238 26439112
## 18 32789 10156239
## 19 66933 8796669
## 20 45225 67736802
## 21 NA 26160822
## 22 39746 2119675
## 23 44057 5228100
## 24 53619 8958961
## 25 55782 375.319
## 26 60365 5910913
## 27 52293 11686140
## 28 64765 339996564
## 29 64660 5474360
## 30 54489 10612086
## 31 45937 64756584
## 32 33034 41026068
## 33 30690 5795199
## 34 27166 144444359
## 35 37931 2718352
## 36 30132 4008617
## 37 51167 76.965
## 38 76169 5056935
## 39 38745 10495295
## 40 32803 1830212
## 41 42840 58870763
## 42 NA 292.991
## 43 3085 334.506
## 44 38354 47519628
## 45 NA 63.837
## 46 38188 1260138
## 47 33155 10247605
## 48 41524 9174520
## 49 12306 281.996
## 50 38884 535.065
## 51 3851 54577997
## 52 10588 3447157
## 53 23079 6687717
## 54 29002 10341277
## 55 12672 623.237
## 56 13256 36744634
## 57 14875 3435931
## 58 19123 7149077
## 59 7867 98858950
## 60 9977 45504560
## 61 7917 35163944
## 62 23943 19606634
## 63 17030 71801279
## 64 13158 2777971
## 65 15242 3210848
## 66 19974 5212173
## 67 9438 787.425
## 68 24563 19629590
## 69 17896 128455567
## 70 4548 10143543
## 71 21269 3423109
## 72 64490 452.524
## 73 26658 34308525
## 74 30486 412.624
## 75 30027 19892812
## 76 31033 85816199
## 77 20925 45773884
## 78 12578 21893579
## 79 22025 1300557
## 80 13021 6516100
## 81 20839 626.485
## 82 23392 1534937
## 83 14257 10412652
## 84 14664 3728282
## 85 NA 44.104
## 86 12349 6861524
## 87 3696 115.224
## 88 9980 936.375
## 89 4620 41.996
## 90 2482 740.425
## 91 7879 11194449
## 92 39497 1485510
## 93 14370 216422446
## 94 22465 813.834
## 95 14384 52085168
## 96 4811 28838499
## 97 NA 69310
## 98 1824 42239854
## 99 2848 11724764
## 100 17990 11332973
## 101 62574 9516871
## 102 NA 3260314
## 103 15918 2085679
## 104 14131 2832439
## 105 9526 5353930
## 106 8920 117337368
## 107 12246 34352719
## 108 NA 49.796
## 109 7700 7633779
## 110 15336 6888388
## 111 87134 2716391
## 112 9924 11337053
## 113 15448 521.022
## 114 13001 89172767
## 115 4624 240485658
## 116 13484 126.184
## 117 10258 12458223
## 118 4566 6735348
## 119 26957 4468087
## 120 1364 18278568
## 121 3575 48109006
## 122 25831 107.66
## 123 27054 4644384
## 124 52920 4310108
## 125 NA 1360596
## 126 11466 277534123
## 127 4009 10329931
## 128 10312 18190484
## 129 6583 5040000
## 130 3344 17763163
## 131 3142 852.075
## 132 1484 30325732
## 133 NA 32291
## 134 8111 12388571
## 135 2181 48582334
## 136 46112 36947025
## 137 11732 112716599
## 138 6590 1428627663
## 139 10800 45606481
## 140 4474 55100587
## 141 5466 36684203
## 142 8834 2825544
## 143 2664 67438106
## 144 4192 23227014
## 145 5472 172954319
## 146 3810 16665409
## 147 2118 23251485
## 148 12048 180.251
## 149 1198 33897354
## 150 732 13238559
## 151 1240 27202843
## 152 16792 94.298
## 153 2210 14094683
## 154 3409 13712828
## 155 1466 20931751
## 156 8296 6364943
## 157 16198 2675353
## 158 2700 2330318
## 159 12948 60414495
## 160 7679 1210822
## 161 1729 3748902
## 162 NA 6.115
## 163 3218 20569738
## 164 2361 126527060
## 165 5025 1136455
## 166 3621 28647293
## 167 4790 223804632
## 168 NA 18143379
## 169 7303 37840044
## 170 8634 2604172
## 171 11488 73.161
## 172 4021 231.856
## 173 2889 6106869
## 174 11961 103.699
## 175 13367 2436567
## 176 1076 102262809
## 177 1314 34449825
## 178 6309 410.825
## 179 966 5742316
## 180 5298 10593798
## 181 2167 9053799
## 182 2133 23293699
## 183 5075 4862989
## 184 768 11088796
## 185 5745 34121985
## 186 NA 28873034
## 187 2481 14190612
## 188 5625 7046311
## 189 2172 2773168
## 190 8723 18092026
## 191 1289 5418377
## 192 1622 8791092
## 193 3877 30896590#INSPEKSI DATA FRAME
#menampilkan 15 data awal
head(archive,15)## Rank Country Average.IQ Continent Literacy.Rate Nobel.Prices
## 1 1 Japan 106.48 Asia 0.99 29
## 2 2 Taiwan 106.47 Asia 0.96 4
## 3 3 Singapore 105.89 Asia 0.97 0
## 4 4 Hong Kong 105.37 Asia 0.94 1
## 5 5 China 104.10 Asia 0.96 8
## 6 6 South Korea 102.35 Asia 0.98 0
## 7 7 Belarus 101.60 Europe 1.00 2
## 8 8 Finland 101.20 Europe 1.00 5
## 9 9 Liechtenstein 101.07 Europe 1.00 0
## 10 10 Germany 100.74 Europe 0.99 111
## 11 11 Netherlands 100.74 Europe 0.99 22
## 12 12 Estonia 100.72 Europe 1.00 0
## 13 13 Luxembourg 99.87 Europe 1.00 2
## 14 14 Macao 99.82 Asia 0.97 0
## 15 15 Cambodia 99.75 Asia 0.78 0
## HDI..2021. Mean.years.of.schooling...2021 GNI...2021 Population...2023
## 1 0.925 13.4 42274 123294513
## 2 NA NA NA 10143543
## 3 0.939 11.9 90919 6014723
## 4 0.952 12.2 62607 7491609
## 5 0.768 7.6 17504 1425671352
## 6 0.925 12.5 44501 51784059
## 7 0.808 12.1 18849 9498238
## 8 0.940 12.9 49452 5545475
## 9 0.935 12.5 146830 \t39315
## 10 0.942 14.1 54534 83294633
## 11 0.941 12.6 55979 17618299
## 12 0.890 13.5 38048 1322766
## 13 0.930 13.0 84649 654.768
## 14 NA NA NA 704.15
## 15 0.593 5.1 4079 16944826#menampilkan data akhir, deafaul 15
tail(archive,15)## Rank Country Average.IQ Continent Literacy.Rate
## 179 179 Central African Republic 62.55 Africa 0.37
## 180 180 Honduras 62.16 Central America 0.88
## 181 181 Togo 59.83 Africa 0.67
## 182 182 Mali 59.76 Africa 0.33
## 183 183 Mauritania 59.76 Africa 0.52
## 184 184 South Sudan 58.61 Africa 0.32
## 185 185 Ghana 58.16 Africa 0.77
## 186 186 Costa do Marfim 58.16 Africa 0.43
## 187 187 Guinea 53.48 Africa 0.30
## 188 188 Nicaragua 52.69 Central America 0.82
## 189 189 Gambia 52.68 Africa 0.58
## 190 190 Guatemala 47.72 Central America 0.79
## 191 191 Liberia 45.07 Africa 0.48
## 192 192 Sierra Leone 45.07 Africa 0.48
## 193 193 Nepal 42.99 Asia 0.65
## Nobel.Prices HDI..2021. Mean.years.of.schooling...2021 GNI...2021
## 179 0 0.404 4.3 966
## 180 0 0.621 7.1 5298
## 181 0 0.539 5.0 2167
## 182 0 0.428 2.3 2133
## 183 0 0.556 4.9 5075
## 184 0 0.385 5.7 768
## 185 1 0.632 8.3 5745
## 186 0 NA NA NA
## 187 0 0.465 2.2 2481
## 188 0 0.667 7.1 5625
## 189 0 0.500 4.6 2172
## 190 2 0.627 5.7 8723
## 191 2 0.481 5.1 1289
## 192 0 0.477 4.6 1622
## 193 0 0.602 5.1 3877
## Population...2023
## 179 5742316
## 180 10593798
## 181 9053799
## 182 23293699
## 183 4862989
## 184 11088796
## 185 34121985
## 186 28873034
## 187 14190612
## 188 7046311
## 189 2773168
## 190 18092026
## 191 5418377
## 192 8791092
## 193 30896590#INSPEKSI DATA FRAME
#menghitung jumlah baris
nrow(archive)## [1] 193#menghitung jumlah kolom
ncol(archive)## [1] 10#menghitung dimensi
dim(archive)## [1] 193 10#menghitung statistik ringkasan
summary(archive)## Rank Country Average.IQ Continent
## Min. : 1 Length:193 Min. : 42.99 Length:193
## 1st Qu.: 49 Class :character 1st Qu.: 74.33 Class :character
## Median : 97 Mode :character Median : 82.24 Mode :character
## Mean : 97 Mean : 82.05
## 3rd Qu.:145 3rd Qu.: 91.60
## Max. :193 Max. :106.48
##
## Literacy.Rate Nobel.Prices HDI..2021.
## Min. :0.1900 Min. : 0.000 Min. :0.3850
## 1st Qu.:0.8000 1st Qu.: 0.000 1st Qu.:0.5995
## Median :0.9500 Median : 0.000 Median :0.7450
## Mean :0.8642 Mean : 5.922 Mean :0.7241
## 3rd Qu.:0.9900 3rd Qu.: 1.000 3rd Qu.:0.8440
## Max. :1.0000 Max. :400.000 Max. :0.9620
## NA's :14
## Mean.years.of.schooling...2021 GNI...2021 Population...2023
## Min. : 2.100 Min. : 732 Length:193
## 1st Qu.: 6.400 1st Qu.: 4593 Class :character
## Median : 9.400 Median : 12672 Mode :character
## Mean : 9.028 Mean : 20812
## 3rd Qu.:11.600 3rd Qu.: 30588
## Max. :14.100 Max. :146830
## NA's :14 NA's :14#melihat struktur data
str(archive)## 'data.frame': 193 obs. of 10 variables:
## $ Rank : int 1 2 3 4 5 6 7 8 9 10 ...
## $ Country : chr "Japan" "Taiwan" "Singapore" "Hong Kong" ...
## $ Average.IQ : num 106 106 106 105 104 ...
## $ Continent : chr "Asia" "Asia" "Asia" "Asia" ...
## $ Literacy.Rate : num 0.99 0.96 0.97 0.94 0.96 0.98 1 1 1 0.99 ...
## $ Nobel.Prices : int 29 4 0 1 8 0 2 5 0 111 ...
## $ HDI..2021. : num 0.925 NA 0.939 0.952 0.768 0.925 0.808 0.94 0.935 0.942 ...
## $ Mean.years.of.schooling...2021: num 13.4 NA 11.9 12.2 7.6 12.5 12.1 12.9 12.5 14.1 ...
## $ GNI...2021 : num 42274 NA 90919 62607 17504 ...
## $ Population...2023 : chr "123294513" "10143543" "6014723" "7491609" ...#Statistika Deskriptif
#total nilai dari data archive
sum(archive$`Average IQ`)## [1] 0#menghitung standar deviasi dari dara nobel prices
sd(archive$`Nobel Prices`)## [1] NA#menghitung nilai maksimal dari data population 2023
max(archive$`Population - 2023`)## Warning in max(archive$`Population - 2023`): no non-missing arguments to max;
## returning -Inf## [1] -Inf##menghitung nilai minimal dari data literacy rate
min(archive$"Literacy Rate")## Warning in min(archive$"Literacy Rate"): no non-missing arguments to min;
## returning Inf## [1] Inf#melihat sebaran average iq pada histogram dimana terlihat bahwa sebaran tertinggi pada nilai >50
hist(archive$Average.IQ, main="Plot Histogram", col = "pink")
#MENGAMBIL SEBAGIAN PEUBAH SAJA
Analisis <- archive[,c("Average.IQ", "Literacy.Rate", "HDI..2021.")]
Analisis## Average.IQ Literacy.Rate HDI..2021.
## 1 106.48 0.99 0.925
## 2 106.47 0.96 NA
## 3 105.89 0.97 0.939
## 4 105.37 0.94 0.952
## 5 104.10 0.96 0.768
## 6 102.35 0.98 0.925
## 7 101.60 1.00 0.808
## 8 101.20 1.00 0.940
## 9 101.07 1.00 0.935
## 10 100.74 0.99 0.942
## 11 100.74 0.99 0.941
## 12 100.72 1.00 0.890
## 13 99.87 1.00 0.930
## 14 99.82 0.97 NA
## 15 99.75 0.78 0.593
## 16 99.52 0.99 0.936
## 17 99.24 0.99 0.951
## 18 99.24 0.99 0.846
## 19 99.24 0.99 0.962
## 20 99.12 0.99 0.929
## 21 98.82 1.00 NA
## 22 98.60 1.00 0.918
## 23 98.57 0.99 0.937
## 24 98.38 0.98 0.916
## 25 98.26 0.99 0.959
## 26 97.83 0.99 0.948
## 27 97.49 0.99 0.937
## 28 97.43 0.99 0.921
## 29 97.13 1.00 0.961
## 30 97.00 0.99 0.947
## 31 96.69 0.99 0.903
## 32 96.35 1.00 0.876
## 33 96.32 1.00 0.848
## 34 96.29 1.00 0.822
## 35 95.89 1.00 0.875
## 36 95.75 0.99 0.858
## 37 95.20 1.00 0.858
## 38 95.13 0.99 0.945
## 39 94.92 0.99 0.889
## 40 94.79 1.00 0.863
## 41 94.23 0.99 0.895
## 42 93.92 0.97 NA
## 43 93.92 0.85 0.607
## 44 93.90 0.98 0.905
## 45 93.48 0.98 NA
## 46 93.39 0.99 0.896
## 47 92.77 0.95 0.866
## 48 92.43 0.97 0.919
## 49 91.60 1.00 0.790
## 50 91.27 0.94 0.918
## 51 91.18 0.93 0.585
## 52 91.03 0.98 0.739
## 53 90.99 0.98 0.795
## 54 90.77 0.95 0.887
## 55 90.29 0.96 0.730
## 56 90.07 1.00 0.773
## 57 89.98 0.99 0.767
## 58 89.60 0.98 0.802
## 59 89.53 0.95 0.703
## 60 89.28 0.80 0.686
## 61 89.01 1.00 0.727
## 62 88.89 1.00 0.811
## 63 88.87 0.94 0.800
## 64 88.82 1.00 0.759
## 65 88.54 0.98 0.780
## 66 88.34 0.98 0.809
## 67 87.94 0.64 0.666
## 68 87.89 0.97 0.855
## 69 87.73 0.95 0.758
## 70 87.71 1.00 0.685
## 71 87.59 0.98 0.809
## 72 87.58 0.97 0.829
## 73 87.58 0.95 0.803
## 74 86.99 0.96 0.812
## 75 86.88 0.99 0.821
## 76 86.80 0.96 0.838
## 77 86.63 0.98 0.842
## 78 86.62 0.93 0.782
## 79 86.56 0.91 0.802
## 80 85.86 1.00 0.745
## 81 85.78 0.99 0.832
## 82 85.63 0.99 0.810
## 83 84.81 1.00 0.745
## 84 84.50 1.00 0.802
## 85 84.29 0.98 NA
## 86 84.04 0.96 0.717
## 87 83.96 0.89 0.628
## 88 83.96 0.94 0.730
## 89 83.96 0.98 0.639
## 90 83.96 0.84 0.564
## 91 83.90 1.00 0.764
## 92 83.60 0.96 0.875
## 93 83.38 0.93 0.754
## 94 83.23 0.88 0.714
## 95 83.13 0.95 0.752
## 96 82.99 0.95 0.691
## 97 82.24 0.99 NA
## 98 82.12 0.38 0.478
## 99 82.10 0.61 0.535
## 100 82.05 0.92 0.767
## 101 82.05 0.93 0.911
## 102 81.99 0.93 NA
## 103 81.91 0.98 0.770
## 104 81.75 0.98 0.796
## 105 81.70 0.94 0.706
## 106 81.64 0.97 0.699
## 107 81.44 0.94 0.762
## 108 81.36 0.97 NA
## 109 80.99 0.80 0.607
## 110 80.92 0.91 0.718
## 111 80.78 0.98 0.855
## 112 80.70 0.98 0.720
## 113 80.54 0.99 0.747
## 114 80.01 0.87 0.774
## 115 80.00 0.56 0.544
## 116 79.34 0.96 0.795
## 117 79.22 0.81 0.731
## 118 79.09 0.99 0.692
## 119 79.00 0.95 0.805
## 120 78.87 0.40 0.394
## 121 78.87 0.59 0.508
## 122 78.76 0.95 0.785
## 123 78.70 0.94 0.816
## 124 78.64 0.96 0.831
## 125 78.49 0.64 NA
## 126 78.49 0.95 0.705
## 127 78.49 0.63 0.558
## 128 78.26 0.95 0.740
## 129 77.69 0.97 0.715
## 130 77.37 0.56 0.511
## 131 77.07 0.78 0.558
## 132 76.79 0.65 0.501
## 133 76.69 0.98 NA
## 134 76.53 0.95 0.692
## 135 76.42 0.74 0.525
## 136 76.36 0.95 0.875
## 137 76.32 0.76 0.731
## 138 76.24 0.72 0.633
## 139 76.00 0.80 0.745
## 140 75.20 0.78 0.575
## 141 75.10 0.71 0.586
## 142 75.08 0.89 0.709
## 143 74.95 0.80 0.549
## 144 74.41 0.86 0.577
## 145 74.33 0.61 0.661
## 146 74.01 0.87 0.593
## 147 73.80 0.38 0.449
## 148 73.68 0.90 0.715
## 149 72.50 0.59 0.446
## 150 72.09 0.85 0.426
## 151 70.82 0.19 0.400
## 152 70.48 0.99 0.788
## 153 69.95 0.71 0.534
## 154 69.71 0.38 0.525
## 155 69.70 0.66 0.512
## 156 69.63 0.88 0.675
## 157 69.45 0.88 0.693
## 158 68.87 0.79 0.514
## 159 68.87 0.95 0.713
## 160 68.87 0.87 0.597
## 161 68.77 0.74 0.492
## 162 68.74 0.97 NA
## 163 68.43 0.85 0.565
## 164 68.42 0.49 0.498
## 165 68.41 0.68 0.509
## 166 67.76 0.75 0.576
## 167 67.76 0.60 0.535
## 168 67.67 0.38 NA
## 169 67.03 0.72 0.683
## 170 66.19 0.91 0.615
## 171 66.03 0.94 0.720
## 172 65.22 0.92 0.618
## 173 64.92 0.77 0.571
## 174 63.42 0.96 0.751
## 175 62.97 0.83 0.706
## 176 62.97 0.79 0.479
## 177 62.86 0.70 0.455
## 178 62.55 0.83 0.683
## 179 62.55 0.37 0.404
## 180 62.16 0.88 0.621
## 181 59.83 0.67 0.539
## 182 59.76 0.33 0.428
## 183 59.76 0.52 0.556
## 184 58.61 0.32 0.385
## 185 58.16 0.77 0.632
## 186 58.16 0.43 NA
## 187 53.48 0.30 0.465
## 188 52.69 0.82 0.667
## 189 52.68 0.58 0.500
## 190 47.72 0.79 0.627
## 191 45.07 0.48 0.481
## 192 45.07 0.48 0.477
## 193 42.99 0.65 0.602#MEMBUAT BOXPLOT
boxplot(Analisis, main="RATA RATA IQ", col="red")
#dapat dilihat bahwa Boxplot Average.IQ memiliki sebaran data yang simetris, ini berarti lebih banyak negara yang nilai rata-rata IQ nya kecil. #MENGAKSES ELEMEN PADA DATA FRAME
#melihat kolom ke 5
archive[,5]## [1] 0.99 0.96 0.97 0.94 0.96 0.98 1.00 1.00 1.00 0.99 0.99 1.00 1.00 0.97 0.78
## [16] 0.99 0.99 0.99 0.99 0.99 1.00 1.00 0.99 0.98 0.99 0.99 0.99 0.99 1.00 0.99
## [31] 0.99 1.00 1.00 1.00 1.00 0.99 1.00 0.99 0.99 1.00 0.99 0.97 0.85 0.98 0.98
## [46] 0.99 0.95 0.97 1.00 0.94 0.93 0.98 0.98 0.95 0.96 1.00 0.99 0.98 0.95 0.80
## [61] 1.00 1.00 0.94 1.00 0.98 0.98 0.64 0.97 0.95 1.00 0.98 0.97 0.95 0.96 0.99
## [76] 0.96 0.98 0.93 0.91 1.00 0.99 0.99 1.00 1.00 0.98 0.96 0.89 0.94 0.98 0.84
## [91] 1.00 0.96 0.93 0.88 0.95 0.95 0.99 0.38 0.61 0.92 0.93 0.93 0.98 0.98 0.94
## [106] 0.97 0.94 0.97 0.80 0.91 0.98 0.98 0.99 0.87 0.56 0.96 0.81 0.99 0.95 0.40
## [121] 0.59 0.95 0.94 0.96 0.64 0.95 0.63 0.95 0.97 0.56 0.78 0.65 0.98 0.95 0.74
## [136] 0.95 0.76 0.72 0.80 0.78 0.71 0.89 0.80 0.86 0.61 0.87 0.38 0.90 0.59 0.85
## [151] 0.19 0.99 0.71 0.38 0.66 0.88 0.88 0.79 0.95 0.87 0.74 0.97 0.85 0.49 0.68
## [166] 0.75 0.60 0.38 0.72 0.91 0.94 0.92 0.77 0.96 0.83 0.79 0.70 0.83 0.37 0.88
## [181] 0.67 0.33 0.52 0.32 0.77 0.43 0.30 0.82 0.58 0.79 0.48 0.48 0.65#melihat baris ke 129
archive[129,]## Rank Country Average.IQ Continent Literacy.Rate Nobel.Prices HDI..2021.
## 129 129 Palestine 77.69 Asia 0.97 1 0.715
## Mean.years.of.schooling...2021 GNI...2021 Population...2023
## 129 9.9 6583 5040000#melihat kolom ke 9
archive[,9]## [1] 42274 NA 90919 62607 17504 44501 18849 49452 146830 54534
## [11] 55979 38048 84649 NA 4079 46808 49238 32789 66933 45225
## [21] NA 39746 44057 53619 55782 60365 52293 64765 64660 54489
## [31] 45937 33034 30690 27166 37931 30132 51167 76169 38745 32803
## [41] 42840 NA 3085 38354 NA 38188 33155 41524 12306 38884
## [51] 3851 10588 23079 29002 12672 13256 14875 19123 7867 9977
## [61] 7917 23943 17030 13158 15242 19974 9438 24563 17896 4548
## [71] 21269 64490 26658 30486 30027 31033 20925 12578 22025 13021
## [81] 20839 23392 14257 14664 NA 12349 3696 9980 4620 2482
## [91] 7879 39497 14370 22465 14384 4811 NA 1824 2848 17990
## [101] 62574 NA 15918 14131 9526 8920 12246 NA 7700 15336
## [111] 87134 9924 15448 13001 4624 13484 10258 4566 26957 1364
## [121] 3575 25831 27054 52920 NA 11466 4009 10312 6583 3344
## [131] 3142 1484 NA 8111 2181 46112 11732 6590 10800 4474
## [141] 5466 8834 2664 4192 5472 3810 2118 12048 1198 732
## [151] 1240 16792 2210 3409 1466 8296 16198 2700 12948 7679
## [161] 1729 NA 3218 2361 5025 3621 4790 NA 7303 8634
## [171] 11488 4021 2889 11961 13367 1076 1314 6309 966 5298
## [181] 2167 2133 5075 768 5745 NA 2481 5625 2172 8723
## [191] 1289 1622 3877#melihat bariks ke 4 dan kolom ke 4
archive[4,4]## [1] "Asia"#memanggil selain kolom kedua
archive[-2]## Rank Average.IQ Continent Literacy.Rate Nobel.Prices HDI..2021.
## 1 1 106.48 Asia 0.99 29 0.925
## 2 2 106.47 Asia 0.96 4 NA
## 3 3 105.89 Asia 0.97 0 0.939
## 4 4 105.37 Asia 0.94 1 0.952
## 5 5 104.10 Asia 0.96 8 0.768
## 6 6 102.35 Asia 0.98 0 0.925
## 7 7 101.60 Europe 1.00 2 0.808
## 8 8 101.20 Europe 1.00 5 0.940
## 9 9 101.07 Europe 1.00 0 0.935
## 10 10 100.74 Europe 0.99 111 0.942
## 11 11 100.74 Europe 0.99 22 0.941
## 12 12 100.72 Europe 1.00 0 0.890
## 13 13 99.87 Europe 1.00 2 0.930
## 14 14 99.82 Asia 0.97 0 NA
## 15 15 99.75 Asia 0.78 0 0.593
## 16 16 99.52 North America 0.99 28 0.936
## 17 17 99.24 Oceania 0.99 12 0.951
## 18 18 99.24 Europe 0.99 13 0.846
## 19 19 99.24 Europe 0.99 27 0.962
## 20 20 99.12 Europe 0.99 137 0.929
## 21 21 98.82 Asia 1.00 0 NA
## 22 22 98.60 Europe 1.00 1 0.918
## 23 23 98.57 Oceania 0.99 3 0.937
## 24 24 98.38 Europe 0.98 22 0.916
## 25 25 98.26 Europe 0.99 1 0.959
## 26 26 97.83 Europe 0.99 13 0.948
## 27 27 97.49 Europe 0.99 11 0.937
## 28 28 97.43 North America 0.99 400 0.921
## 29 29 97.13 Europe 1.00 13 0.961
## 30 30 97.00 Europe 0.99 32 0.947
## 31 31 96.69 Europe 0.99 71 0.903
## 32 32 96.35 Europe 1.00 19 0.876
## 33 33 96.32 Europe 1.00 0 0.848
## 34 34 96.29 Europe/Asia 1.00 0 0.822
## 35 35 95.89 Europe 1.00 3 0.875
## 36 36 95.75 Europe 0.99 2 0.858
## 37 37 95.20 Europe 1.00 0 0.858
## 38 38 95.13 Europe 0.99 11 0.945
## 39 39 94.92 Europe 0.99 6 0.889
## 40 40 94.79 Europe 1.00 1 0.863
## 41 41 94.23 Europe 0.99 21 0.895
## 42 42 93.92 Oceania 0.97 0 NA
## 43 43 93.92 Oceania 0.85 0 0.607
## 44 44 93.90 Europe 0.98 8 0.905
## 45 45 93.48 North America 0.98 0 NA
## 46 46 93.39 Europe 0.99 1 0.896
## 47 47 92.77 Europe 0.95 2 0.866
## 48 48 92.43 Asia 0.97 13 0.919
## 49 49 91.60 Central America 1.00 0 0.790
## 50 50 91.27 Europe 0.94 0 0.918
## 51 51 91.18 Asia 0.93 1 0.585
## 52 52 91.03 Asia 0.98 0 0.739
## 53 53 90.99 Europe 0.98 1 0.795
## 54 54 90.77 Europe 0.95 2 0.887
## 55 55 90.29 South America 0.96 0 0.730
## 56 56 90.07 Europe 1.00 6 0.773
## 57 57 89.98 Europe 0.99 0 0.767
## 58 58 89.60 Europe 0.98 0 0.802
## 59 59 89.53 Asia 0.95 1 0.703
## 60 60 89.28 Asia 0.80 1 0.686
## 61 61 89.01 Asia 1.00 0 0.727
## 62 62 88.89 Asia 1.00 0 0.811
## 63 63 88.87 Asia 0.94 0 0.800
## 64 64 88.82 Asia 1.00 0 0.759
## 65 65 88.54 Europe 0.98 2 0.780
## 66 66 88.34 Central America 0.98 1 0.809
## 67 67 87.94 Asia 0.64 0 0.666
## 68 68 87.89 South America 0.97 2 0.855
## 69 69 87.73 North America 0.95 3 0.758
## 70 70 87.71 Asia 1.00 0 0.685
## 71 71 87.59 South America 0.98 0 0.809
## 72 72 87.58 Asia 0.97 0 0.829
## 73 73 87.58 Asia 0.95 0 0.803
## 74 74 86.99 Central America 0.96 0 0.812
## 75 75 86.88 Europe 0.99 5 0.821
## 76 76 86.80 Europe/Asia 0.96 2 0.838
## 77 77 86.63 South America 0.98 5 0.842
## 78 78 86.62 Asia 0.93 0 0.782
## 79 79 86.56 Africa 0.91 0 0.802
## 80 80 85.86 Asia 1.00 0 0.745
## 81 81 85.78 Europe 0.99 0 0.832
## 82 82 85.63 Central America 0.99 1 0.810
## 83 83 84.81 Asia 1.00 1 0.745
## 84 84 84.50 Europe/Asia 1.00 0 0.802
## 85 85 84.29 Central America 0.98 0 NA
## 86 86 84.04 South America 0.96 0 0.717
## 87 87 83.96 Oceania 0.89 0 0.628
## 88 88 83.96 Oceania 0.94 0 0.730
## 89 89 83.96 Oceania 0.98 0 0.639
## 90 90 83.96 Oceania 0.84 0 0.564
## 91 91 83.90 Central America 1.00 0 0.764
## 92 92 83.60 Asia 0.96 0 0.875
## 93 93 83.38 South America 0.93 0 0.754
## 94 94 83.23 South America 0.88 0 0.714
## 95 95 83.13 South America 0.95 2 0.752
## 96 96 82.99 South America 0.95 1 0.691
## 97 97 82.24 Central America 0.99 0 NA
## 98 98 82.12 Asia 0.38 0 0.478
## 99 99 82.10 Central America 0.61 0 0.535
## 100 100 82.05 Central America 0.92 0 0.767
## 101 101 82.05 Asia 0.93 0 0.911
## 102 102 81.99 Central America 0.93 0 NA
## 103 103 81.91 Europe 0.98 0 0.770
## 104 104 81.75 Europe 0.98 0 0.796
## 105 105 81.70 Asia 0.94 0 0.706
## 106 106 81.64 Asia 0.97 1 0.699
## 107 107 81.44 South America 0.94 1 0.762
## 108 108 81.36 Oceania 0.97 0 NA
## 109 109 80.99 Asia 0.80 0 0.607
## 110 110 80.92 Africa 0.91 0 0.718
## 111 111 80.78 Asia 0.98 0 0.855
## 112 112 80.70 Asia 0.98 0 0.720
## 113 113 80.54 Asia 0.99 0 0.747
## 114 114 80.01 Asia 0.87 1 0.774
## 115 115 80.00 Asia 0.56 2 0.544
## 116 116 79.34 Central America 0.96 0 0.795
## 117 117 79.22 Africa 0.81 1 0.731
## 118 118 79.09 Asia 0.99 0 0.692
## 119 119 79.00 Central America 0.95 0 0.805
## 120 120 78.87 Africa 0.40 0 0.394
## 121 121 78.87 Africa 0.59 0 0.508
## 122 122 78.76 Africa 0.95 0 0.785
## 123 123 78.70 Asia 0.94 0 0.816
## 124 124 78.64 Asia 0.96 0 0.831
## 125 125 78.49 Asia 0.64 0 NA
## 126 126 78.49 Asia 0.95 0 0.705
## 127 127 78.49 Oceania 0.63 0 0.558
## 128 128 78.26 South America 0.95 0 0.740
## 129 129 77.69 Asia 0.97 1 0.715
## 130 130 77.37 Africa 0.56 0 0.511
## 131 131 77.07 Africa 0.78 0 0.558
## 132 132 76.79 Africa 0.65 0 0.501
## 133 133 76.69 Central America 0.98 0 NA
## 134 134 76.53 South America 0.95 0 0.692
## 135 135 76.42 Africa 0.74 0 0.525
## 136 136 76.36 Asia 0.95 0 0.875
## 137 137 76.32 Africa 0.76 4 0.731
## 138 138 76.24 Asia 0.72 12 0.633
## 139 139 76.00 Africa 0.80 2 0.745
## 140 140 75.20 Africa 0.78 1 0.575
## 141 141 75.10 Africa 0.71 0 0.586
## 142 142 75.08 Central America 0.89 0 0.709
## 143 143 74.95 Africa 0.80 1 0.549
## 144 144 74.41 Asia 0.86 0 0.577
## 145 145 74.33 Asia 0.61 2 0.661
## 146 146 74.01 Africa 0.87 0 0.593
## 147 147 73.80 Africa 0.38 0 0.449
## 148 148 73.68 Central America 0.90 2 0.715
## 149 149 72.50 Africa 0.59 0 0.446
## 150 150 72.09 Africa 0.85 0 0.426
## 151 151 70.82 Africa 0.19 0 0.400
## 152 152 70.48 Central America 0.99 0 0.788
## 153 153 69.95 Africa 0.71 0 0.534
## 154 154 69.71 Africa 0.38 0 0.525
## 155 155 69.70 Africa 0.66 0 0.512
## 156 156 69.63 Central America 0.88 0 0.675
## 157 157 69.45 Africa 0.88 0 0.693
## 158 158 68.87 Africa 0.79 0 0.514
## 159 159 68.87 Africa 0.95 11 0.713
## 160 160 68.87 Africa 0.87 0 0.597
## 161 161 68.77 Africa 0.74 0 0.492
## 162 162 68.74 Africa 0.97 0 NA
## 163 163 68.43 Africa 0.85 0 0.565
## 164 164 68.42 Africa 0.49 1 0.498
## 165 165 68.41 Africa 0.68 0 0.509
## 166 166 67.76 Africa 0.75 0 0.576
## 167 167 67.76 Africa 0.60 1 0.535
## 168 168 67.67 Africa 0.38 0 NA
## 169 169 67.03 Africa 0.72 1 0.683
## 170 170 66.19 Africa 0.91 0 0.615
## 171 171 66.03 Central America 0.94 0 0.720
## 172 172 65.22 Africa 0.92 0 0.618
## 173 173 64.92 Africa 0.77 0 0.571
## 174 174 63.42 Central America 0.96 0 0.751
## 175 175 62.97 Africa 0.83 0 0.706
## 176 176 62.97 Africa 0.79 0 0.479
## 177 177 62.86 Asia 0.70 1 0.455
## 178 178 62.55 Central America 0.83 0 0.683
## 179 179 62.55 Africa 0.37 0 0.404
## 180 180 62.16 Central America 0.88 0 0.621
## 181 181 59.83 Africa 0.67 0 0.539
## 182 182 59.76 Africa 0.33 0 0.428
## 183 183 59.76 Africa 0.52 0 0.556
## 184 184 58.61 Africa 0.32 0 0.385
## 185 185 58.16 Africa 0.77 1 0.632
## 186 186 58.16 Africa 0.43 0 NA
## 187 187 53.48 Africa 0.30 0 0.465
## 188 188 52.69 Central America 0.82 0 0.667
## 189 189 52.68 Africa 0.58 0 0.500
## 190 190 47.72 Central America 0.79 2 0.627
## 191 191 45.07 Africa 0.48 2 0.481
## 192 192 45.07 Africa 0.48 0 0.477
## 193 193 42.99 Asia 0.65 0 0.602
## Mean.years.of.schooling...2021 GNI...2021 Population...2023
## 1 13.4 42274 123294513
## 2 NA NA 10143543
## 3 11.9 90919 6014723
## 4 12.2 62607 7491609
## 5 7.6 17504 1425671352
## 6 12.5 44501 51784059
## 7 12.1 18849 9498238
## 8 12.9 49452 5545475
## 9 12.5 146830 \t39315
## 10 14.1 54534 83294633
## 11 12.6 55979 17618299
## 12 13.5 38048 1322766
## 13 13.0 84649 654.768
## 14 NA NA 704.15
## 15 5.1 4079 16944826
## 16 13.8 46808 38781292
## 17 12.7 49238 26439112
## 18 12.2 32789 10156239
## 19 13.9 66933 8796669
## 20 13.4 45225 67736802
## 21 NA NA 26160822
## 22 12.8 39746 2119675
## 23 12.9 44057 5228100
## 24 12.3 53619 8958961
## 25 13.8 55782 375.319
## 26 13.0 60365 5910913
## 27 12.4 52293 11686140
## 28 13.7 64765 339996564
## 29 13.0 64660 5474360
## 30 12.6 54489 10612086
## 31 11.6 45937 64756584
## 32 13.2 33034 41026068
## 33 12.9 30690 5795199
## 34 12.8 27166 144444359
## 35 13.5 37931 2718352
## 36 12.2 30132 4008617
## 37 10.6 51167 76.965
## 38 11.6 76169 5056935
## 39 12.9 38745 10495295
## 40 13.3 32803 1830212
## 41 10.7 42840 58870763
## 42 NA NA 292.991
## 43 7.1 3085 334.506
## 44 10.6 38354 47519628
## 45 NA NA 63.837
## 46 12.4 38188 1260138
## 47 9.6 33155 10247605
## 48 13.3 41524 9174520
## 49 9.9 12306 281.996
## 50 12.2 38884 535.065
## 51 6.4 3851 54577997
## 52 9.4 10588 3447157
## 53 11.4 23079 6687717
## 54 11.4 29002 10341277
## 55 9.8 12672 623.237
## 56 11.1 13256 36744634
## 57 11.8 14875 3435931
## 58 11.4 19123 7149077
## 59 8.4 7867 98858950
## 60 7.9 9977 45504560
## 61 11.9 7917 35163944
## 62 12.3 23943 19606634
## 63 8.7 17030 71801279
## 64 11.3 13158 2777971
## 65 10.5 15242 3210848
## 66 8.8 19974 5212173
## 67 5.2 9438 787.425
## 68 10.9 24563 19629590
## 69 9.2 17896 128455567
## 70 11.3 4548 10143543
## 71 9.0 21269 3423109
## 72 9.2 64490 452.524
## 73 10.6 26658 34308525
## 74 12.6 30486 412.624
## 75 11.3 30027 19892812
## 76 8.6 31033 85816199
## 77 11.1 20925 45773884
## 78 10.8 12578 21893579
## 79 10.4 22025 1300557
## 80 11.3 13021 6516100
## 81 12.2 20839 626.485
## 82 11.6 23392 1534937
## 83 10.5 14257 10412652
## 84 12.8 14664 3728282
## 85 NA NA 44.104
## 86 8.9 12349 6861524
## 87 7.8 3696 115.224
## 88 10.9 9980 936.375
## 89 10.9 4620 41.996
## 90 5.7 2482 740.425
## 91 12.5 7879 11194449
## 92 11.0 39497 1485510
## 93 8.1 14370 216422446
## 94 8.6 22465 813.834
## 95 8.9 14384 52085168
## 96 11.1 4811 28838499
## 97 NA NA 69310
## 98 3.0 1824 42239854
## 99 5.6 2848 11724764
## 100 9.3 17990 11332973
## 101 12.7 62574 9516871
## 102 NA NA 3260314
## 103 10.2 15918 2085679
## 104 11.3 14131 2832439
## 105 8.7 9526 5353930
## 106 9.0 8920 117337368
## 107 9.9 12246 34352719
## 108 NA NA 49.796
## 109 5.4 7700 7633779
## 110 7.6 15336 6888388
## 111 10.0 87134 2716391
## 112 10.4 9924 11337053
## 113 7.3 15448 521.022
## 114 10.6 13001 89172767
## 115 4.5 4624 240485658
## 116 9.0 13484 126.184
## 117 7.4 10258 12458223
## 118 11.4 4566 6735348
## 119 10.5 26957 4468087
## 120 2.6 1364 18278568
## 121 3.8 3575 48109006
## 122 10.3 25831 107.66
## 123 11.7 27054 4644384
## 124 7.3 52920 4310108
## 125 NA NA 1360596
## 126 8.6 11466 277534123
## 127 4.7 4009 10329931
## 128 8.8 10312 18190484
## 129 9.9 6583 5040000
## 130 2.9 3344 17763163
## 131 5.1 3142 852.075
## 132 5.1 1484 30325732
## 133 NA NA 32291
## 134 9.8 8111 12388571
## 135 5.7 2181 48582334
## 136 11.3 46112 36947025
## 137 9.6 11732 112716599
## 138 6.7 6590 1428627663
## 139 8.1 10800 45606481
## 140 6.7 4474 55100587
## 141 5.4 5466 36684203
## 142 9.2 8834 2825544
## 143 6.4 2664 67438106
## 144 5.1 4192 23227014
## 145 7.4 5472 172954319
## 146 8.7 3810 16665409
## 147 2.1 2118 23251485
## 148 8.5 12048 180.251
## 149 3.2 1198 33897354
## 150 3.1 732 13238559
## 151 2.1 1240 27202843
## 152 9.3 16792 94.298
## 153 4.4 2210 14094683
## 154 4.3 3409 13712828
## 155 4.5 1466 20931751
## 156 7.2 8296 6364943
## 157 10.3 16198 2675353
## 158 6.0 2700 2330318
## 159 11.4 12948 60414495
## 160 5.6 7679 1210822
## 161 4.9 1729 3748902
## 162 NA NA 6.115
## 163 7.2 3218 20569738
## 164 3.2 2361 126527060
## 165 4.1 5025 1136455
## 166 6.2 3621 28647293
## 167 7.2 4790 223804632
## 168 NA NA 18143379
## 169 5.9 7303 37840044
## 170 7.2 8634 2604172
## 171 8.1 11488 73.161
## 172 6.2 4021 231.856
## 173 6.2 2889 6106869
## 174 10.8 11961 103.699
## 175 9.4 13367 2436567
## 176 7.0 1076 102262809
## 177 3.2 1314 34449825
## 178 8.8 6309 410.825
## 179 4.3 966 5742316
## 180 7.1 5298 10593798
## 181 5.0 2167 9053799
## 182 2.3 2133 23293699
## 183 4.9 5075 4862989
## 184 5.7 768 11088796
## 185 8.3 5745 34121985
## 186 NA NA 28873034
## 187 2.2 2481 14190612
## 188 7.1 5625 7046311
## 189 4.6 2172 2773168
## 190 5.7 8723 18092026
## 191 5.1 1289 5418377
## 192 4.6 1622 8791092
## 193 5.1 3877 30896590archive$`Average IQ`[147]## NULL #memanggil selain baris 3 hingga 9
archive[-(3:9)]## Rank Country Population...2023
## 1 1 Japan 123294513
## 2 2 Taiwan 10143543
## 3 3 Singapore 6014723
## 4 4 Hong Kong 7491609
## 5 5 China 1425671352
## 6 6 South Korea 51784059
## 7 7 Belarus 9498238
## 8 8 Finland 5545475
## 9 9 Liechtenstein \t39315
## 10 10 Germany 83294633
## 11 11 Netherlands 17618299
## 12 12 Estonia 1322766
## 13 13 Luxembourg 654.768
## 14 14 Macao 704.15
## 15 15 Cambodia 16944826
## 16 16 Canada 38781292
## 17 17 Australia 26439112
## 18 18 Hungary 10156239
## 19 19 Switzerland 8796669
## 20 20 United Kingdom 67736802
## 21 21 North Korea 26160822
## 22 22 Slovenia 2119675
## 23 23 New Zealand 5228100
## 24 24 Austria 8958961
## 25 25 Iceland 375.319
## 26 26 Denmark 5910913
## 27 27 Belgium 11686140
## 28 28 United States 339996564
## 29 29 Norway 5474360
## 30 30 Sweden 10612086
## 31 31 France 64756584
## 32 32 Poland 41026068
## 33 33 Slovakia 5795199
## 34 34 Russia 144444359
## 35 35 Lithuania 2718352
## 36 36 Croatia 4008617
## 37 37 Andorra 76.965
## 38 38 Ireland 5056935
## 39 39 Czech republic 10495295
## 40 40 Latvia 1830212
## 41 41 Italy 58870763
## 42 42 New Caledonia 292.991
## 43 43 Vanuatu 334.506
## 44 44 Spain 47519628
## 45 45 Bermuda 63.837
## 46 46 Cyprus 1260138
## 47 47 Portugal 10247605
## 48 48 Israel 9174520
## 49 49 Barbados 281.996
## 50 50 Malta 535.065
## 51 51 Myanmar 54577997
## 52 52 Mongolia 3447157
## 53 53 Bulgaria 6687717
## 54 54 Greece 10341277
## 55 55 Suriname 623.237
## 56 56 Ukraine 36744634
## 57 57 Moldavia 3435931
## 58 58 Serbia 7149077
## 59 59 Vietnam 98858950
## 60 60 Iraq 45504560
## 61 61 Uzbekistan 35163944
## 62 62 Kazakhstan 19606634
## 63 63 Thailand 71801279
## 64 64 Armenia 2777971
## 65 65 Bosnia and Herzegovina 3210848
## 66 66 Costa Rica 5212173
## 67 67 Bhutan 787.425
## 68 68 Chile 19629590
## 69 69 Mexico 128455567
## 70 70 Tajikistan 10143543
## 71 71 Uruguay 3423109
## 72 72 Brunei 452.524
## 73 73 Malaysia 34308525
## 74 74 Bahamas 412.624
## 75 75 Romania 19892812
## 76 76 Türkiye 85816199
## 77 77 Argentina 45773884
## 78 78 Sri Lanka 21893579
## 79 79 Mauritius 1300557
## 80 80 Turkmenistan 6516100
## 81 81 Montenegro 626.485
## 82 82 Trinidad and Tobago 1534937
## 83 83 Azerbaijan 10412652
## 84 84 Georgia 3728282
## 85 85 Turks and Caicos Islands 44.104
## 86 86 Paraguay 6861524
## 87 87 Federated States of Micronesia 115.224
## 88 88 Fiji 936.375
## 89 89 Marshall Islands 41.996
## 90 90 Solomon Islands 740.425
## 91 91 Cuba 11194449
## 92 92 Bahrain 1485510
## 93 93 Brazil 216422446
## 94 94 Guyana 813.834
## 95 95 Colombia 52085168
## 96 96 Venezuela 28838499
## 97 97 Cayman Islands 69310
## 98 98 Afghanistan 42239854
## 99 99 Haiti 11724764
## 100 100 Dominican Republic 11332973
## 101 101 United Arab Emirates 9516871
## 102 102 Puerto Rico 3260314
## 103 103 North Macedonia 2085679
## 104 104 Albania 2832439
## 105 105 Lebanon 5353930
## 106 106 Philippines 117337368
## 107 107 Peru 34352719
## 108 108 Northern Mariana Islands 49.796
## 109 109 Laos 7633779
## 110 110 Libya 6888388
## 111 111 Qatar 2716391
## 112 112 Jordan 11337053
## 113 113 Maldives 521.022
## 114 114 Iran 89172767
## 115 115 Pakistan 240485658
## 116 116 Grenade 126.184
## 117 117 Tunisia 12458223
## 118 118 Kyrgyzstan 6735348
## 119 119 Panama 4468087
## 120 120 Chad 18278568
## 121 121 Sudan 48109006
## 122 122 Seychelles 107.66
## 123 123 Oman 4644384
## 124 124 Kuwait 4310108
## 125 125 East Timor 1360596
## 126 126 Indonesia 277534123
## 127 127 Papua New Guinea 10329931
## 128 128 Ecuador 18190484
## 129 129 Palestine 5040000
## 130 130 Senegal 17763163
## 131 131 Comoros 852.075
## 132 132 Madagascar 30325732
## 133 133 British Virgin Islands 32291
## 134 134 Bolivia 12388571
## 135 135 Uganda 48582334
## 136 136 Saudi Arabia 36947025
## 137 137 Egypt 112716599
## 138 138 India 1428627663
## 139 139 Algeria 45606481
## 140 140 Kenya 55100587
## 141 141 Angola 36684203
## 142 142 Jamaica 2825544
## 143 143 Tanzania 67438106
## 144 144 Syria 23227014
## 145 145 Bangladesh 172954319
## 146 146 Zimbabwe 16665409
## 147 147 Burkina Faso 23251485
## 148 148 Saint Lucia 180.251
## 149 149 Mozambique 33897354
## 150 150 Burundi 13238559
## 151 151 Niger 27202843
## 152 152 Antigua and Barbuda 94.298
## 153 153 Rwanda 14094683
## 154 154 Benin 13712828
## 155 155 Malawi 20931751
## 156 156 El Salvador 6364943
## 157 157 Botswana 2675353
## 158 158 Lesotho 2330318
## 159 159 South Africa 60414495
## 160 160 Eswatini 1210822
## 161 161 Eritrea 3748902
## 162 162 Saint Helena 6.115
## 163 163 Zambia 20569738
## 164 164 Ethiopia 126527060
## 165 165 Djibouti 1136455
## 166 166 Cameroon 28647293
## 167 167 Nigeria 223804632
## 168 168 Somalia 18143379
## 169 169 Morocco 37840044
## 170 170 Namibia 2604172
## 171 171 Dominica 73.161
## 172 172 Sao Tome and Principe 231.856
## 173 173 Congo 6106869
## 174 174 Saint Vincent and the Grenadines 103.699
## 175 175 Gabon 2436567
## 176 176 Congo Republic 102262809
## 177 177 Yemen 34449825
## 178 178 Belize 410.825
## 179 179 Central African Republic 5742316
## 180 180 Honduras 10593798
## 181 181 Togo 9053799
## 182 182 Mali 23293699
## 183 183 Mauritania 4862989
## 184 184 South Sudan 11088796
## 185 185 Ghana 34121985
## 186 186 Costa do Marfim 28873034
## 187 187 Guinea 14190612
## 188 188 Nicaragua 7046311
## 189 189 Gambia 2773168
## 190 190 Guatemala 18092026
## 191 191 Liberia 5418377
## 192 192 Sierra Leone 8791092
## 193 193 Nepal 30896590#memanggil kolom continent dan average iq
archive[,c("Continent","Average.IQ")]## Continent Average.IQ
## 1 Asia 106.48
## 2 Asia 106.47
## 3 Asia 105.89
## 4 Asia 105.37
## 5 Asia 104.10
## 6 Asia 102.35
## 7 Europe 101.60
## 8 Europe 101.20
## 9 Europe 101.07
## 10 Europe 100.74
## 11 Europe 100.74
## 12 Europe 100.72
## 13 Europe 99.87
## 14 Asia 99.82
## 15 Asia 99.75
## 16 North America 99.52
## 17 Oceania 99.24
## 18 Europe 99.24
## 19 Europe 99.24
## 20 Europe 99.12
## 21 Asia 98.82
## 22 Europe 98.60
## 23 Oceania 98.57
## 24 Europe 98.38
## 25 Europe 98.26
## 26 Europe 97.83
## 27 Europe 97.49
## 28 North America 97.43
## 29 Europe 97.13
## 30 Europe 97.00
## 31 Europe 96.69
## 32 Europe 96.35
## 33 Europe 96.32
## 34 Europe/Asia 96.29
## 35 Europe 95.89
## 36 Europe 95.75
## 37 Europe 95.20
## 38 Europe 95.13
## 39 Europe 94.92
## 40 Europe 94.79
## 41 Europe 94.23
## 42 Oceania 93.92
## 43 Oceania 93.92
## 44 Europe 93.90
## 45 North America 93.48
## 46 Europe 93.39
## 47 Europe 92.77
## 48 Asia 92.43
## 49 Central America 91.60
## 50 Europe 91.27
## 51 Asia 91.18
## 52 Asia 91.03
## 53 Europe 90.99
## 54 Europe 90.77
## 55 South America 90.29
## 56 Europe 90.07
## 57 Europe 89.98
## 58 Europe 89.60
## 59 Asia 89.53
## 60 Asia 89.28
## 61 Asia 89.01
## 62 Asia 88.89
## 63 Asia 88.87
## 64 Asia 88.82
## 65 Europe 88.54
## 66 Central America 88.34
## 67 Asia 87.94
## 68 South America 87.89
## 69 North America 87.73
## 70 Asia 87.71
## 71 South America 87.59
## 72 Asia 87.58
## 73 Asia 87.58
## 74 Central America 86.99
## 75 Europe 86.88
## 76 Europe/Asia 86.80
## 77 South America 86.63
## 78 Asia 86.62
## 79 Africa 86.56
## 80 Asia 85.86
## 81 Europe 85.78
## 82 Central America 85.63
## 83 Asia 84.81
## 84 Europe/Asia 84.50
## 85 Central America 84.29
## 86 South America 84.04
## 87 Oceania 83.96
## 88 Oceania 83.96
## 89 Oceania 83.96
## 90 Oceania 83.96
## 91 Central America 83.90
## 92 Asia 83.60
## 93 South America 83.38
## 94 South America 83.23
## 95 South America 83.13
## 96 South America 82.99
## 97 Central America 82.24
## 98 Asia 82.12
## 99 Central America 82.10
## 100 Central America 82.05
## 101 Asia 82.05
## 102 Central America 81.99
## 103 Europe 81.91
## 104 Europe 81.75
## 105 Asia 81.70
## 106 Asia 81.64
## 107 South America 81.44
## 108 Oceania 81.36
## 109 Asia 80.99
## 110 Africa 80.92
## 111 Asia 80.78
## 112 Asia 80.70
## 113 Asia 80.54
## 114 Asia 80.01
## 115 Asia 80.00
## 116 Central America 79.34
## 117 Africa 79.22
## 118 Asia 79.09
## 119 Central America 79.00
## 120 Africa 78.87
## 121 Africa 78.87
## 122 Africa 78.76
## 123 Asia 78.70
## 124 Asia 78.64
## 125 Asia 78.49
## 126 Asia 78.49
## 127 Oceania 78.49
## 128 South America 78.26
## 129 Asia 77.69
## 130 Africa 77.37
## 131 Africa 77.07
## 132 Africa 76.79
## 133 Central America 76.69
## 134 South America 76.53
## 135 Africa 76.42
## 136 Asia 76.36
## 137 Africa 76.32
## 138 Asia 76.24
## 139 Africa 76.00
## 140 Africa 75.20
## 141 Africa 75.10
## 142 Central America 75.08
## 143 Africa 74.95
## 144 Asia 74.41
## 145 Asia 74.33
## 146 Africa 74.01
## 147 Africa 73.80
## 148 Central America 73.68
## 149 Africa 72.50
## 150 Africa 72.09
## 151 Africa 70.82
## 152 Central America 70.48
## 153 Africa 69.95
## 154 Africa 69.71
## 155 Africa 69.70
## 156 Central America 69.63
## 157 Africa 69.45
## 158 Africa 68.87
## 159 Africa 68.87
## 160 Africa 68.87
## 161 Africa 68.77
## 162 Africa 68.74
## 163 Africa 68.43
## 164 Africa 68.42
## 165 Africa 68.41
## 166 Africa 67.76
## 167 Africa 67.76
## 168 Africa 67.67
## 169 Africa 67.03
## 170 Africa 66.19
## 171 Central America 66.03
## 172 Africa 65.22
## 173 Africa 64.92
## 174 Central America 63.42
## 175 Africa 62.97
## 176 Africa 62.97
## 177 Asia 62.86
## 178 Central America 62.55
## 179 Africa 62.55
## 180 Central America 62.16
## 181 Africa 59.83
## 182 Africa 59.76
## 183 Africa 59.76
## 184 Africa 58.61
## 185 Africa 58.16
## 186 Africa 58.16
## 187 Africa 53.48
## 188 Central America 52.69
## 189 Africa 52.68
## 190 Central America 47.72
## 191 Africa 45.07
## 192 Africa 45.07
## 193 Asia 42.99#Mengurutkan Baris
# mengurutkan data Mean years of schooling - 2021 dari data terkecil ke terbesar(ascending), dapat dilihat bahwa negara Burkina Faso memiliki nilai mean years of schooling terkecil pada tahun 2021.
archive[order(archive$Mean.years.of.schooling...2021),]## Rank Country Average.IQ Continent
## 147 147 Burkina Faso 73.80 Africa
## 151 151 Niger 70.82 Africa
## 187 187 Guinea 53.48 Africa
## 182 182 Mali 59.76 Africa
## 120 120 Chad 78.87 Africa
## 130 130 Senegal 77.37 Africa
## 98 98 Afghanistan 82.12 Asia
## 150 150 Burundi 72.09 Africa
## 149 149 Mozambique 72.50 Africa
## 164 164 Ethiopia 68.42 Africa
## 177 177 Yemen 62.86 Asia
## 121 121 Sudan 78.87 Africa
## 165 165 Djibouti 68.41 Africa
## 154 154 Benin 69.71 Africa
## 179 179 Central African Republic 62.55 Africa
## 153 153 Rwanda 69.95 Africa
## 115 115 Pakistan 80.00 Asia
## 155 155 Malawi 69.70 Africa
## 189 189 Gambia 52.68 Africa
## 192 192 Sierra Leone 45.07 Africa
## 127 127 Papua New Guinea 78.49 Oceania
## 161 161 Eritrea 68.77 Africa
## 183 183 Mauritania 59.76 Africa
## 181 181 Togo 59.83 Africa
## 15 15 Cambodia 99.75 Asia
## 131 131 Comoros 77.07 Africa
## 132 132 Madagascar 76.79 Africa
## 144 144 Syria 74.41 Asia
## 191 191 Liberia 45.07 Africa
## 193 193 Nepal 42.99 Asia
## 67 67 Bhutan 87.94 Asia
## 109 109 Laos 80.99 Asia
## 141 141 Angola 75.10 Africa
## 99 99 Haiti 82.10 Central America
## 160 160 Eswatini 68.87 Africa
## 90 90 Solomon Islands 83.96 Oceania
## 135 135 Uganda 76.42 Africa
## 184 184 South Sudan 58.61 Africa
## 190 190 Guatemala 47.72 Central America
## 169 169 Morocco 67.03 Africa
## 158 158 Lesotho 68.87 Africa
## 166 166 Cameroon 67.76 Africa
## 172 172 Sao Tome and Principe 65.22 Africa
## 173 173 Congo 64.92 Africa
## 51 51 Myanmar 91.18 Asia
## 143 143 Tanzania 74.95 Africa
## 138 138 India 76.24 Asia
## 140 140 Kenya 75.20 Africa
## 176 176 Congo Republic 62.97 Africa
## 43 43 Vanuatu 93.92 Oceania
## 180 180 Honduras 62.16 Central America
## 188 188 Nicaragua 52.69 Central America
## 156 156 El Salvador 69.63 Central America
## 163 163 Zambia 68.43 Africa
## 167 167 Nigeria 67.76 Africa
## 170 170 Namibia 66.19 Africa
## 113 113 Maldives 80.54 Asia
## 124 124 Kuwait 78.64 Asia
## 117 117 Tunisia 79.22 Africa
## 145 145 Bangladesh 74.33 Asia
## 5 5 China 104.10 Asia
## 110 110 Libya 80.92 Africa
## 87 87 Federated States of Micronesia 83.96 Oceania
## 60 60 Iraq 89.28 Asia
## 93 93 Brazil 83.38 South America
## 139 139 Algeria 76.00 Africa
## 171 171 Dominica 66.03 Central America
## 185 185 Ghana 58.16 Africa
## 59 59 Vietnam 89.53 Asia
## 148 148 Saint Lucia 73.68 Central America
## 76 76 Türkiye 86.80 Europe/Asia
## 94 94 Guyana 83.23 South America
## 126 126 Indonesia 78.49 Asia
## 63 63 Thailand 88.87 Asia
## 105 105 Lebanon 81.70 Asia
## 146 146 Zimbabwe 74.01 Africa
## 66 66 Costa Rica 88.34 Central America
## 128 128 Ecuador 78.26 South America
## 178 178 Belize 62.55 Central America
## 86 86 Paraguay 84.04 South America
## 95 95 Colombia 83.13 South America
## 71 71 Uruguay 87.59 South America
## 106 106 Philippines 81.64 Asia
## 116 116 Grenade 79.34 Central America
## 69 69 Mexico 87.73 North America
## 72 72 Brunei 87.58 Asia
## 142 142 Jamaica 75.08 Central America
## 100 100 Dominican Republic 82.05 Central America
## 152 152 Antigua and Barbuda 70.48 Central America
## 52 52 Mongolia 91.03 Asia
## 175 175 Gabon 62.97 Africa
## 47 47 Portugal 92.77 Europe
## 137 137 Egypt 76.32 Africa
## 55 55 Suriname 90.29 South America
## 134 134 Bolivia 76.53 South America
## 49 49 Barbados 91.60 Central America
## 107 107 Peru 81.44 South America
## 129 129 Palestine 77.69 Asia
## 111 111 Qatar 80.78 Asia
## 103 103 North Macedonia 81.91 Europe
## 122 122 Seychelles 78.76 Africa
## 157 157 Botswana 69.45 Africa
## 79 79 Mauritius 86.56 Africa
## 112 112 Jordan 80.70 Asia
## 65 65 Bosnia and Herzegovina 88.54 Europe
## 83 83 Azerbaijan 84.81 Asia
## 119 119 Panama 79.00 Central America
## 37 37 Andorra 95.20 Europe
## 44 44 Spain 93.90 Europe
## 73 73 Malaysia 87.58 Asia
## 114 114 Iran 80.01 Asia
## 41 41 Italy 94.23 Europe
## 78 78 Sri Lanka 86.62 Asia
## 174 174 Saint Vincent and the Grenadines 63.42 Central America
## 68 68 Chile 87.89 South America
## 88 88 Fiji 83.96 Oceania
## 89 89 Marshall Islands 83.96 Oceania
## 92 92 Bahrain 83.60 Asia
## 56 56 Ukraine 90.07 Europe
## 77 77 Argentina 86.63 South America
## 96 96 Venezuela 82.99 South America
## 64 64 Armenia 88.82 Asia
## 70 70 Tajikistan 87.71 Asia
## 75 75 Romania 86.88 Europe
## 80 80 Turkmenistan 85.86 Asia
## 104 104 Albania 81.75 Europe
## 136 136 Saudi Arabia 76.36 Asia
## 53 53 Bulgaria 90.99 Europe
## 54 54 Greece 90.77 Europe
## 58 58 Serbia 89.60 Europe
## 118 118 Kyrgyzstan 79.09 Asia
## 159 159 South Africa 68.87 Africa
## 31 31 France 96.69 Europe
## 38 38 Ireland 95.13 Europe
## 82 82 Trinidad and Tobago 85.63 Central America
## 123 123 Oman 78.70 Asia
## 57 57 Moldavia 89.98 Europe
## 3 3 Singapore 105.89 Asia
## 61 61 Uzbekistan 89.01 Asia
## 7 7 Belarus 101.60 Europe
## 4 4 Hong Kong 105.37 Asia
## 18 18 Hungary 99.24 Europe
## 36 36 Croatia 95.75 Europe
## 50 50 Malta 91.27 Europe
## 81 81 Montenegro 85.78 Europe
## 24 24 Austria 98.38 Europe
## 62 62 Kazakhstan 88.89 Asia
## 27 27 Belgium 97.49 Europe
## 46 46 Cyprus 93.39 Europe
## 6 6 South Korea 102.35 Asia
## 9 9 Liechtenstein 101.07 Europe
## 91 91 Cuba 83.90 Central America
## 11 11 Netherlands 100.74 Europe
## 30 30 Sweden 97.00 Europe
## 74 74 Bahamas 86.99 Central America
## 17 17 Australia 99.24 Oceania
## 101 101 United Arab Emirates 82.05 Asia
## 22 22 Slovenia 98.60 Europe
## 34 34 Russia 96.29 Europe/Asia
## 84 84 Georgia 84.50 Europe/Asia
## 8 8 Finland 101.20 Europe
## 23 23 New Zealand 98.57 Oceania
## 33 33 Slovakia 96.32 Europe
## 39 39 Czech republic 94.92 Europe
## 13 13 Luxembourg 99.87 Europe
## 26 26 Denmark 97.83 Europe
## 29 29 Norway 97.13 Europe
## 32 32 Poland 96.35 Europe
## 40 40 Latvia 94.79 Europe
## 48 48 Israel 92.43 Asia
## 1 1 Japan 106.48 Asia
## 20 20 United Kingdom 99.12 Europe
## 12 12 Estonia 100.72 Europe
## 35 35 Lithuania 95.89 Europe
## 28 28 United States 97.43 North America
## 16 16 Canada 99.52 North America
## 25 25 Iceland 98.26 Europe
## 19 19 Switzerland 99.24 Europe
## 10 10 Germany 100.74 Europe
## 2 2 Taiwan 106.47 Asia
## 14 14 Macao 99.82 Asia
## 21 21 North Korea 98.82 Asia
## 42 42 New Caledonia 93.92 Oceania
## 45 45 Bermuda 93.48 North America
## 85 85 Turks and Caicos Islands 84.29 Central America
## 97 97 Cayman Islands 82.24 Central America
## 102 102 Puerto Rico 81.99 Central America
## 108 108 Northern Mariana Islands 81.36 Oceania
## 125 125 East Timor 78.49 Asia
## 133 133 British Virgin Islands 76.69 Central America
## 162 162 Saint Helena 68.74 Africa
## 168 168 Somalia 67.67 Africa
## 186 186 Costa do Marfim 58.16 Africa
## Literacy.Rate Nobel.Prices HDI..2021. Mean.years.of.schooling...2021
## 147 0.38 0 0.449 2.1
## 151 0.19 0 0.400 2.1
## 187 0.30 0 0.465 2.2
## 182 0.33 0 0.428 2.3
## 120 0.40 0 0.394 2.6
## 130 0.56 0 0.511 2.9
## 98 0.38 0 0.478 3.0
## 150 0.85 0 0.426 3.1
## 149 0.59 0 0.446 3.2
## 164 0.49 1 0.498 3.2
## 177 0.70 1 0.455 3.2
## 121 0.59 0 0.508 3.8
## 165 0.68 0 0.509 4.1
## 154 0.38 0 0.525 4.3
## 179 0.37 0 0.404 4.3
## 153 0.71 0 0.534 4.4
## 115 0.56 2 0.544 4.5
## 155 0.66 0 0.512 4.5
## 189 0.58 0 0.500 4.6
## 192 0.48 0 0.477 4.6
## 127 0.63 0 0.558 4.7
## 161 0.74 0 0.492 4.9
## 183 0.52 0 0.556 4.9
## 181 0.67 0 0.539 5.0
## 15 0.78 0 0.593 5.1
## 131 0.78 0 0.558 5.1
## 132 0.65 0 0.501 5.1
## 144 0.86 0 0.577 5.1
## 191 0.48 2 0.481 5.1
## 193 0.65 0 0.602 5.1
## 67 0.64 0 0.666 5.2
## 109 0.80 0 0.607 5.4
## 141 0.71 0 0.586 5.4
## 99 0.61 0 0.535 5.6
## 160 0.87 0 0.597 5.6
## 90 0.84 0 0.564 5.7
## 135 0.74 0 0.525 5.7
## 184 0.32 0 0.385 5.7
## 190 0.79 2 0.627 5.7
## 169 0.72 1 0.683 5.9
## 158 0.79 0 0.514 6.0
## 166 0.75 0 0.576 6.2
## 172 0.92 0 0.618 6.2
## 173 0.77 0 0.571 6.2
## 51 0.93 1 0.585 6.4
## 143 0.80 1 0.549 6.4
## 138 0.72 12 0.633 6.7
## 140 0.78 1 0.575 6.7
## 176 0.79 0 0.479 7.0
## 43 0.85 0 0.607 7.1
## 180 0.88 0 0.621 7.1
## 188 0.82 0 0.667 7.1
## 156 0.88 0 0.675 7.2
## 163 0.85 0 0.565 7.2
## 167 0.60 1 0.535 7.2
## 170 0.91 0 0.615 7.2
## 113 0.99 0 0.747 7.3
## 124 0.96 0 0.831 7.3
## 117 0.81 1 0.731 7.4
## 145 0.61 2 0.661 7.4
## 5 0.96 8 0.768 7.6
## 110 0.91 0 0.718 7.6
## 87 0.89 0 0.628 7.8
## 60 0.80 1 0.686 7.9
## 93 0.93 0 0.754 8.1
## 139 0.80 2 0.745 8.1
## 171 0.94 0 0.720 8.1
## 185 0.77 1 0.632 8.3
## 59 0.95 1 0.703 8.4
## 148 0.90 2 0.715 8.5
## 76 0.96 2 0.838 8.6
## 94 0.88 0 0.714 8.6
## 126 0.95 0 0.705 8.6
## 63 0.94 0 0.800 8.7
## 105 0.94 0 0.706 8.7
## 146 0.87 0 0.593 8.7
## 66 0.98 1 0.809 8.8
## 128 0.95 0 0.740 8.8
## 178 0.83 0 0.683 8.8
## 86 0.96 0 0.717 8.9
## 95 0.95 2 0.752 8.9
## 71 0.98 0 0.809 9.0
## 106 0.97 1 0.699 9.0
## 116 0.96 0 0.795 9.0
## 69 0.95 3 0.758 9.2
## 72 0.97 0 0.829 9.2
## 142 0.89 0 0.709 9.2
## 100 0.92 0 0.767 9.3
## 152 0.99 0 0.788 9.3
## 52 0.98 0 0.739 9.4
## 175 0.83 0 0.706 9.4
## 47 0.95 2 0.866 9.6
## 137 0.76 4 0.731 9.6
## 55 0.96 0 0.730 9.8
## 134 0.95 0 0.692 9.8
## 49 1.00 0 0.790 9.9
## 107 0.94 1 0.762 9.9
## 129 0.97 1 0.715 9.9
## 111 0.98 0 0.855 10.0
## 103 0.98 0 0.770 10.2
## 122 0.95 0 0.785 10.3
## 157 0.88 0 0.693 10.3
## 79 0.91 0 0.802 10.4
## 112 0.98 0 0.720 10.4
## 65 0.98 2 0.780 10.5
## 83 1.00 1 0.745 10.5
## 119 0.95 0 0.805 10.5
## 37 1.00 0 0.858 10.6
## 44 0.98 8 0.905 10.6
## 73 0.95 0 0.803 10.6
## 114 0.87 1 0.774 10.6
## 41 0.99 21 0.895 10.7
## 78 0.93 0 0.782 10.8
## 174 0.96 0 0.751 10.8
## 68 0.97 2 0.855 10.9
## 88 0.94 0 0.730 10.9
## 89 0.98 0 0.639 10.9
## 92 0.96 0 0.875 11.0
## 56 1.00 6 0.773 11.1
## 77 0.98 5 0.842 11.1
## 96 0.95 1 0.691 11.1
## 64 1.00 0 0.759 11.3
## 70 1.00 0 0.685 11.3
## 75 0.99 5 0.821 11.3
## 80 1.00 0 0.745 11.3
## 104 0.98 0 0.796 11.3
## 136 0.95 0 0.875 11.3
## 53 0.98 1 0.795 11.4
## 54 0.95 2 0.887 11.4
## 58 0.98 0 0.802 11.4
## 118 0.99 0 0.692 11.4
## 159 0.95 11 0.713 11.4
## 31 0.99 71 0.903 11.6
## 38 0.99 11 0.945 11.6
## 82 0.99 1 0.810 11.6
## 123 0.94 0 0.816 11.7
## 57 0.99 0 0.767 11.8
## 3 0.97 0 0.939 11.9
## 61 1.00 0 0.727 11.9
## 7 1.00 2 0.808 12.1
## 4 0.94 1 0.952 12.2
## 18 0.99 13 0.846 12.2
## 36 0.99 2 0.858 12.2
## 50 0.94 0 0.918 12.2
## 81 0.99 0 0.832 12.2
## 24 0.98 22 0.916 12.3
## 62 1.00 0 0.811 12.3
## 27 0.99 11 0.937 12.4
## 46 0.99 1 0.896 12.4
## 6 0.98 0 0.925 12.5
## 9 1.00 0 0.935 12.5
## 91 1.00 0 0.764 12.5
## 11 0.99 22 0.941 12.6
## 30 0.99 32 0.947 12.6
## 74 0.96 0 0.812 12.6
## 17 0.99 12 0.951 12.7
## 101 0.93 0 0.911 12.7
## 22 1.00 1 0.918 12.8
## 34 1.00 0 0.822 12.8
## 84 1.00 0 0.802 12.8
## 8 1.00 5 0.940 12.9
## 23 0.99 3 0.937 12.9
## 33 1.00 0 0.848 12.9
## 39 0.99 6 0.889 12.9
## 13 1.00 2 0.930 13.0
## 26 0.99 13 0.948 13.0
## 29 1.00 13 0.961 13.0
## 32 1.00 19 0.876 13.2
## 40 1.00 1 0.863 13.3
## 48 0.97 13 0.919 13.3
## 1 0.99 29 0.925 13.4
## 20 0.99 137 0.929 13.4
## 12 1.00 0 0.890 13.5
## 35 1.00 3 0.875 13.5
## 28 0.99 400 0.921 13.7
## 16 0.99 28 0.936 13.8
## 25 0.99 1 0.959 13.8
## 19 0.99 27 0.962 13.9
## 10 0.99 111 0.942 14.1
## 2 0.96 4 NA NA
## 14 0.97 0 NA NA
## 21 1.00 0 NA NA
## 42 0.97 0 NA NA
## 45 0.98 0 NA NA
## 85 0.98 0 NA NA
## 97 0.99 0 NA NA
## 102 0.93 0 NA NA
## 108 0.97 0 NA NA
## 125 0.64 0 NA NA
## 133 0.98 0 NA NA
## 162 0.97 0 NA NA
## 168 0.38 0 NA NA
## 186 0.43 0 NA NA
## GNI...2021 Population...2023
## 147 2118 23251485
## 151 1240 27202843
## 187 2481 14190612
## 182 2133 23293699
## 120 1364 18278568
## 130 3344 17763163
## 98 1824 42239854
## 150 732 13238559
## 149 1198 33897354
## 164 2361 126527060
## 177 1314 34449825
## 121 3575 48109006
## 165 5025 1136455
## 154 3409 13712828
## 179 966 5742316
## 153 2210 14094683
## 115 4624 240485658
## 155 1466 20931751
## 189 2172 2773168
## 192 1622 8791092
## 127 4009 10329931
## 161 1729 3748902
## 183 5075 4862989
## 181 2167 9053799
## 15 4079 16944826
## 131 3142 852.075
## 132 1484 30325732
## 144 4192 23227014
## 191 1289 5418377
## 193 3877 30896590
## 67 9438 787.425
## 109 7700 7633779
## 141 5466 36684203
## 99 2848 11724764
## 160 7679 1210822
## 90 2482 740.425
## 135 2181 48582334
## 184 768 11088796
## 190 8723 18092026
## 169 7303 37840044
## 158 2700 2330318
## 166 3621 28647293
## 172 4021 231.856
## 173 2889 6106869
## 51 3851 54577997
## 143 2664 67438106
## 138 6590 1428627663
## 140 4474 55100587
## 176 1076 102262809
## 43 3085 334.506
## 180 5298 10593798
## 188 5625 7046311
## 156 8296 6364943
## 163 3218 20569738
## 167 4790 223804632
## 170 8634 2604172
## 113 15448 521.022
## 124 52920 4310108
## 117 10258 12458223
## 145 5472 172954319
## 5 17504 1425671352
## 110 15336 6888388
## 87 3696 115.224
## 60 9977 45504560
## 93 14370 216422446
## 139 10800 45606481
## 171 11488 73.161
## 185 5745 34121985
## 59 7867 98858950
## 148 12048 180.251
## 76 31033 85816199
## 94 22465 813.834
## 126 11466 277534123
## 63 17030 71801279
## 105 9526 5353930
## 146 3810 16665409
## 66 19974 5212173
## 128 10312 18190484
## 178 6309 410.825
## 86 12349 6861524
## 95 14384 52085168
## 71 21269 3423109
## 106 8920 117337368
## 116 13484 126.184
## 69 17896 128455567
## 72 64490 452.524
## 142 8834 2825544
## 100 17990 11332973
## 152 16792 94.298
## 52 10588 3447157
## 175 13367 2436567
## 47 33155 10247605
## 137 11732 112716599
## 55 12672 623.237
## 134 8111 12388571
## 49 12306 281.996
## 107 12246 34352719
## 129 6583 5040000
## 111 87134 2716391
## 103 15918 2085679
## 122 25831 107.66
## 157 16198 2675353
## 79 22025 1300557
## 112 9924 11337053
## 65 15242 3210848
## 83 14257 10412652
## 119 26957 4468087
## 37 51167 76.965
## 44 38354 47519628
## 73 26658 34308525
## 114 13001 89172767
## 41 42840 58870763
## 78 12578 21893579
## 174 11961 103.699
## 68 24563 19629590
## 88 9980 936.375
## 89 4620 41.996
## 92 39497 1485510
## 56 13256 36744634
## 77 20925 45773884
## 96 4811 28838499
## 64 13158 2777971
## 70 4548 10143543
## 75 30027 19892812
## 80 13021 6516100
## 104 14131 2832439
## 136 46112 36947025
## 53 23079 6687717
## 54 29002 10341277
## 58 19123 7149077
## 118 4566 6735348
## 159 12948 60414495
## 31 45937 64756584
## 38 76169 5056935
## 82 23392 1534937
## 123 27054 4644384
## 57 14875 3435931
## 3 90919 6014723
## 61 7917 35163944
## 7 18849 9498238
## 4 62607 7491609
## 18 32789 10156239
## 36 30132 4008617
## 50 38884 535.065
## 81 20839 626.485
## 24 53619 8958961
## 62 23943 19606634
## 27 52293 11686140
## 46 38188 1260138
## 6 44501 51784059
## 9 146830 \t39315
## 91 7879 11194449
## 11 55979 17618299
## 30 54489 10612086
## 74 30486 412.624
## 17 49238 26439112
## 101 62574 9516871
## 22 39746 2119675
## 34 27166 144444359
## 84 14664 3728282
## 8 49452 5545475
## 23 44057 5228100
## 33 30690 5795199
## 39 38745 10495295
## 13 84649 654.768
## 26 60365 5910913
## 29 64660 5474360
## 32 33034 41026068
## 40 32803 1830212
## 48 41524 9174520
## 1 42274 123294513
## 20 45225 67736802
## 12 38048 1322766
## 35 37931 2718352
## 28 64765 339996564
## 16 46808 38781292
## 25 55782 375.319
## 19 66933 8796669
## 10 54534 83294633
## 2 NA 10143543
## 14 NA 704.15
## 21 NA 26160822
## 42 NA 292.991
## 45 NA 63.837
## 85 NA 44.104
## 97 NA 69310
## 102 NA 3260314
## 108 NA 49.796
## 125 NA 1360596
## 133 NA 32291
## 162 NA 6.115
## 168 NA 18143379
## 186 NA 28873034# mengurutkan data nobel prices dari terbesar ke terkecil (descending), dapat dlihat bahwa negara United states memiliki nobel prices terbesar yaitu sebesar 400
archive[order(archive$Nobel.Prices, decreasing=T),]## Rank Country Average.IQ Continent
## 28 28 United States 97.43 North America
## 20 20 United Kingdom 99.12 Europe
## 10 10 Germany 100.74 Europe
## 31 31 France 96.69 Europe
## 30 30 Sweden 97.00 Europe
## 1 1 Japan 106.48 Asia
## 16 16 Canada 99.52 North America
## 19 19 Switzerland 99.24 Europe
## 11 11 Netherlands 100.74 Europe
## 24 24 Austria 98.38 Europe
## 41 41 Italy 94.23 Europe
## 32 32 Poland 96.35 Europe
## 18 18 Hungary 99.24 Europe
## 26 26 Denmark 97.83 Europe
## 29 29 Norway 97.13 Europe
## 48 48 Israel 92.43 Asia
## 17 17 Australia 99.24 Oceania
## 138 138 India 76.24 Asia
## 27 27 Belgium 97.49 Europe
## 38 38 Ireland 95.13 Europe
## 159 159 South Africa 68.87 Africa
## 5 5 China 104.10 Asia
## 44 44 Spain 93.90 Europe
## 39 39 Czech republic 94.92 Europe
## 56 56 Ukraine 90.07 Europe
## 8 8 Finland 101.20 Europe
## 75 75 Romania 86.88 Europe
## 77 77 Argentina 86.63 South America
## 2 2 Taiwan 106.47 Asia
## 137 137 Egypt 76.32 Africa
## 23 23 New Zealand 98.57 Oceania
## 35 35 Lithuania 95.89 Europe
## 69 69 Mexico 87.73 North America
## 7 7 Belarus 101.60 Europe
## 13 13 Luxembourg 99.87 Europe
## 36 36 Croatia 95.75 Europe
## 47 47 Portugal 92.77 Europe
## 54 54 Greece 90.77 Europe
## 65 65 Bosnia and Herzegovina 88.54 Europe
## 68 68 Chile 87.89 South America
## 76 76 Türkiye 86.80 Europe/Asia
## 95 95 Colombia 83.13 South America
## 115 115 Pakistan 80.00 Asia
## 139 139 Algeria 76.00 Africa
## 145 145 Bangladesh 74.33 Asia
## 148 148 Saint Lucia 73.68 Central America
## 190 190 Guatemala 47.72 Central America
## 191 191 Liberia 45.07 Africa
## 4 4 Hong Kong 105.37 Asia
## 22 22 Slovenia 98.60 Europe
## 25 25 Iceland 98.26 Europe
## 40 40 Latvia 94.79 Europe
## 46 46 Cyprus 93.39 Europe
## 51 51 Myanmar 91.18 Asia
## 53 53 Bulgaria 90.99 Europe
## 59 59 Vietnam 89.53 Asia
## 60 60 Iraq 89.28 Asia
## 66 66 Costa Rica 88.34 Central America
## 82 82 Trinidad and Tobago 85.63 Central America
## 83 83 Azerbaijan 84.81 Asia
## 96 96 Venezuela 82.99 South America
## 106 106 Philippines 81.64 Asia
## 107 107 Peru 81.44 South America
## 114 114 Iran 80.01 Asia
## 117 117 Tunisia 79.22 Africa
## 129 129 Palestine 77.69 Asia
## 140 140 Kenya 75.20 Africa
## 143 143 Tanzania 74.95 Africa
## 164 164 Ethiopia 68.42 Africa
## 167 167 Nigeria 67.76 Africa
## 169 169 Morocco 67.03 Africa
## 177 177 Yemen 62.86 Asia
## 185 185 Ghana 58.16 Africa
## 3 3 Singapore 105.89 Asia
## 6 6 South Korea 102.35 Asia
## 9 9 Liechtenstein 101.07 Europe
## 12 12 Estonia 100.72 Europe
## 14 14 Macao 99.82 Asia
## 15 15 Cambodia 99.75 Asia
## 21 21 North Korea 98.82 Asia
## 33 33 Slovakia 96.32 Europe
## 34 34 Russia 96.29 Europe/Asia
## 37 37 Andorra 95.20 Europe
## 42 42 New Caledonia 93.92 Oceania
## 43 43 Vanuatu 93.92 Oceania
## 45 45 Bermuda 93.48 North America
## 49 49 Barbados 91.60 Central America
## 50 50 Malta 91.27 Europe
## 52 52 Mongolia 91.03 Asia
## 55 55 Suriname 90.29 South America
## 57 57 Moldavia 89.98 Europe
## 58 58 Serbia 89.60 Europe
## 61 61 Uzbekistan 89.01 Asia
## 62 62 Kazakhstan 88.89 Asia
## 63 63 Thailand 88.87 Asia
## 64 64 Armenia 88.82 Asia
## 67 67 Bhutan 87.94 Asia
## 70 70 Tajikistan 87.71 Asia
## 71 71 Uruguay 87.59 South America
## 72 72 Brunei 87.58 Asia
## 73 73 Malaysia 87.58 Asia
## 74 74 Bahamas 86.99 Central America
## 78 78 Sri Lanka 86.62 Asia
## 79 79 Mauritius 86.56 Africa
## 80 80 Turkmenistan 85.86 Asia
## 81 81 Montenegro 85.78 Europe
## 84 84 Georgia 84.50 Europe/Asia
## 85 85 Turks and Caicos Islands 84.29 Central America
## 86 86 Paraguay 84.04 South America
## 87 87 Federated States of Micronesia 83.96 Oceania
## 88 88 Fiji 83.96 Oceania
## 89 89 Marshall Islands 83.96 Oceania
## 90 90 Solomon Islands 83.96 Oceania
## 91 91 Cuba 83.90 Central America
## 92 92 Bahrain 83.60 Asia
## 93 93 Brazil 83.38 South America
## 94 94 Guyana 83.23 South America
## 97 97 Cayman Islands 82.24 Central America
## 98 98 Afghanistan 82.12 Asia
## 99 99 Haiti 82.10 Central America
## 100 100 Dominican Republic 82.05 Central America
## 101 101 United Arab Emirates 82.05 Asia
## 102 102 Puerto Rico 81.99 Central America
## 103 103 North Macedonia 81.91 Europe
## 104 104 Albania 81.75 Europe
## 105 105 Lebanon 81.70 Asia
## 108 108 Northern Mariana Islands 81.36 Oceania
## 109 109 Laos 80.99 Asia
## 110 110 Libya 80.92 Africa
## 111 111 Qatar 80.78 Asia
## 112 112 Jordan 80.70 Asia
## 113 113 Maldives 80.54 Asia
## 116 116 Grenade 79.34 Central America
## 118 118 Kyrgyzstan 79.09 Asia
## 119 119 Panama 79.00 Central America
## 120 120 Chad 78.87 Africa
## 121 121 Sudan 78.87 Africa
## 122 122 Seychelles 78.76 Africa
## 123 123 Oman 78.70 Asia
## 124 124 Kuwait 78.64 Asia
## 125 125 East Timor 78.49 Asia
## 126 126 Indonesia 78.49 Asia
## 127 127 Papua New Guinea 78.49 Oceania
## 128 128 Ecuador 78.26 South America
## 130 130 Senegal 77.37 Africa
## 131 131 Comoros 77.07 Africa
## 132 132 Madagascar 76.79 Africa
## 133 133 British Virgin Islands 76.69 Central America
## 134 134 Bolivia 76.53 South America
## 135 135 Uganda 76.42 Africa
## 136 136 Saudi Arabia 76.36 Asia
## 141 141 Angola 75.10 Africa
## 142 142 Jamaica 75.08 Central America
## 144 144 Syria 74.41 Asia
## 146 146 Zimbabwe 74.01 Africa
## 147 147 Burkina Faso 73.80 Africa
## 149 149 Mozambique 72.50 Africa
## 150 150 Burundi 72.09 Africa
## 151 151 Niger 70.82 Africa
## 152 152 Antigua and Barbuda 70.48 Central America
## 153 153 Rwanda 69.95 Africa
## 154 154 Benin 69.71 Africa
## 155 155 Malawi 69.70 Africa
## 156 156 El Salvador 69.63 Central America
## 157 157 Botswana 69.45 Africa
## 158 158 Lesotho 68.87 Africa
## 160 160 Eswatini 68.87 Africa
## 161 161 Eritrea 68.77 Africa
## 162 162 Saint Helena 68.74 Africa
## 163 163 Zambia 68.43 Africa
## 165 165 Djibouti 68.41 Africa
## 166 166 Cameroon 67.76 Africa
## 168 168 Somalia 67.67 Africa
## 170 170 Namibia 66.19 Africa
## 171 171 Dominica 66.03 Central America
## 172 172 Sao Tome and Principe 65.22 Africa
## 173 173 Congo 64.92 Africa
## 174 174 Saint Vincent and the Grenadines 63.42 Central America
## 175 175 Gabon 62.97 Africa
## 176 176 Congo Republic 62.97 Africa
## 178 178 Belize 62.55 Central America
## 179 179 Central African Republic 62.55 Africa
## 180 180 Honduras 62.16 Central America
## 181 181 Togo 59.83 Africa
## 182 182 Mali 59.76 Africa
## 183 183 Mauritania 59.76 Africa
## 184 184 South Sudan 58.61 Africa
## 186 186 Costa do Marfim 58.16 Africa
## 187 187 Guinea 53.48 Africa
## 188 188 Nicaragua 52.69 Central America
## 189 189 Gambia 52.68 Africa
## 192 192 Sierra Leone 45.07 Africa
## 193 193 Nepal 42.99 Asia
## Literacy.Rate Nobel.Prices HDI..2021. Mean.years.of.schooling...2021
## 28 0.99 400 0.921 13.7
## 20 0.99 137 0.929 13.4
## 10 0.99 111 0.942 14.1
## 31 0.99 71 0.903 11.6
## 30 0.99 32 0.947 12.6
## 1 0.99 29 0.925 13.4
## 16 0.99 28 0.936 13.8
## 19 0.99 27 0.962 13.9
## 11 0.99 22 0.941 12.6
## 24 0.98 22 0.916 12.3
## 41 0.99 21 0.895 10.7
## 32 1.00 19 0.876 13.2
## 18 0.99 13 0.846 12.2
## 26 0.99 13 0.948 13.0
## 29 1.00 13 0.961 13.0
## 48 0.97 13 0.919 13.3
## 17 0.99 12 0.951 12.7
## 138 0.72 12 0.633 6.7
## 27 0.99 11 0.937 12.4
## 38 0.99 11 0.945 11.6
## 159 0.95 11 0.713 11.4
## 5 0.96 8 0.768 7.6
## 44 0.98 8 0.905 10.6
## 39 0.99 6 0.889 12.9
## 56 1.00 6 0.773 11.1
## 8 1.00 5 0.940 12.9
## 75 0.99 5 0.821 11.3
## 77 0.98 5 0.842 11.1
## 2 0.96 4 NA NA
## 137 0.76 4 0.731 9.6
## 23 0.99 3 0.937 12.9
## 35 1.00 3 0.875 13.5
## 69 0.95 3 0.758 9.2
## 7 1.00 2 0.808 12.1
## 13 1.00 2 0.930 13.0
## 36 0.99 2 0.858 12.2
## 47 0.95 2 0.866 9.6
## 54 0.95 2 0.887 11.4
## 65 0.98 2 0.780 10.5
## 68 0.97 2 0.855 10.9
## 76 0.96 2 0.838 8.6
## 95 0.95 2 0.752 8.9
## 115 0.56 2 0.544 4.5
## 139 0.80 2 0.745 8.1
## 145 0.61 2 0.661 7.4
## 148 0.90 2 0.715 8.5
## 190 0.79 2 0.627 5.7
## 191 0.48 2 0.481 5.1
## 4 0.94 1 0.952 12.2
## 22 1.00 1 0.918 12.8
## 25 0.99 1 0.959 13.8
## 40 1.00 1 0.863 13.3
## 46 0.99 1 0.896 12.4
## 51 0.93 1 0.585 6.4
## 53 0.98 1 0.795 11.4
## 59 0.95 1 0.703 8.4
## 60 0.80 1 0.686 7.9
## 66 0.98 1 0.809 8.8
## 82 0.99 1 0.810 11.6
## 83 1.00 1 0.745 10.5
## 96 0.95 1 0.691 11.1
## 106 0.97 1 0.699 9.0
## 107 0.94 1 0.762 9.9
## 114 0.87 1 0.774 10.6
## 117 0.81 1 0.731 7.4
## 129 0.97 1 0.715 9.9
## 140 0.78 1 0.575 6.7
## 143 0.80 1 0.549 6.4
## 164 0.49 1 0.498 3.2
## 167 0.60 1 0.535 7.2
## 169 0.72 1 0.683 5.9
## 177 0.70 1 0.455 3.2
## 185 0.77 1 0.632 8.3
## 3 0.97 0 0.939 11.9
## 6 0.98 0 0.925 12.5
## 9 1.00 0 0.935 12.5
## 12 1.00 0 0.890 13.5
## 14 0.97 0 NA NA
## 15 0.78 0 0.593 5.1
## 21 1.00 0 NA NA
## 33 1.00 0 0.848 12.9
## 34 1.00 0 0.822 12.8
## 37 1.00 0 0.858 10.6
## 42 0.97 0 NA NA
## 43 0.85 0 0.607 7.1
## 45 0.98 0 NA NA
## 49 1.00 0 0.790 9.9
## 50 0.94 0 0.918 12.2
## 52 0.98 0 0.739 9.4
## 55 0.96 0 0.730 9.8
## 57 0.99 0 0.767 11.8
## 58 0.98 0 0.802 11.4
## 61 1.00 0 0.727 11.9
## 62 1.00 0 0.811 12.3
## 63 0.94 0 0.800 8.7
## 64 1.00 0 0.759 11.3
## 67 0.64 0 0.666 5.2
## 70 1.00 0 0.685 11.3
## 71 0.98 0 0.809 9.0
## 72 0.97 0 0.829 9.2
## 73 0.95 0 0.803 10.6
## 74 0.96 0 0.812 12.6
## 78 0.93 0 0.782 10.8
## 79 0.91 0 0.802 10.4
## 80 1.00 0 0.745 11.3
## 81 0.99 0 0.832 12.2
## 84 1.00 0 0.802 12.8
## 85 0.98 0 NA NA
## 86 0.96 0 0.717 8.9
## 87 0.89 0 0.628 7.8
## 88 0.94 0 0.730 10.9
## 89 0.98 0 0.639 10.9
## 90 0.84 0 0.564 5.7
## 91 1.00 0 0.764 12.5
## 92 0.96 0 0.875 11.0
## 93 0.93 0 0.754 8.1
## 94 0.88 0 0.714 8.6
## 97 0.99 0 NA NA
## 98 0.38 0 0.478 3.0
## 99 0.61 0 0.535 5.6
## 100 0.92 0 0.767 9.3
## 101 0.93 0 0.911 12.7
## 102 0.93 0 NA NA
## 103 0.98 0 0.770 10.2
## 104 0.98 0 0.796 11.3
## 105 0.94 0 0.706 8.7
## 108 0.97 0 NA NA
## 109 0.80 0 0.607 5.4
## 110 0.91 0 0.718 7.6
## 111 0.98 0 0.855 10.0
## 112 0.98 0 0.720 10.4
## 113 0.99 0 0.747 7.3
## 116 0.96 0 0.795 9.0
## 118 0.99 0 0.692 11.4
## 119 0.95 0 0.805 10.5
## 120 0.40 0 0.394 2.6
## 121 0.59 0 0.508 3.8
## 122 0.95 0 0.785 10.3
## 123 0.94 0 0.816 11.7
## 124 0.96 0 0.831 7.3
## 125 0.64 0 NA NA
## 126 0.95 0 0.705 8.6
## 127 0.63 0 0.558 4.7
## 128 0.95 0 0.740 8.8
## 130 0.56 0 0.511 2.9
## 131 0.78 0 0.558 5.1
## 132 0.65 0 0.501 5.1
## 133 0.98 0 NA NA
## 134 0.95 0 0.692 9.8
## 135 0.74 0 0.525 5.7
## 136 0.95 0 0.875 11.3
## 141 0.71 0 0.586 5.4
## 142 0.89 0 0.709 9.2
## 144 0.86 0 0.577 5.1
## 146 0.87 0 0.593 8.7
## 147 0.38 0 0.449 2.1
## 149 0.59 0 0.446 3.2
## 150 0.85 0 0.426 3.1
## 151 0.19 0 0.400 2.1
## 152 0.99 0 0.788 9.3
## 153 0.71 0 0.534 4.4
## 154 0.38 0 0.525 4.3
## 155 0.66 0 0.512 4.5
## 156 0.88 0 0.675 7.2
## 157 0.88 0 0.693 10.3
## 158 0.79 0 0.514 6.0
## 160 0.87 0 0.597 5.6
## 161 0.74 0 0.492 4.9
## 162 0.97 0 NA NA
## 163 0.85 0 0.565 7.2
## 165 0.68 0 0.509 4.1
## 166 0.75 0 0.576 6.2
## 168 0.38 0 NA NA
## 170 0.91 0 0.615 7.2
## 171 0.94 0 0.720 8.1
## 172 0.92 0 0.618 6.2
## 173 0.77 0 0.571 6.2
## 174 0.96 0 0.751 10.8
## 175 0.83 0 0.706 9.4
## 176 0.79 0 0.479 7.0
## 178 0.83 0 0.683 8.8
## 179 0.37 0 0.404 4.3
## 180 0.88 0 0.621 7.1
## 181 0.67 0 0.539 5.0
## 182 0.33 0 0.428 2.3
## 183 0.52 0 0.556 4.9
## 184 0.32 0 0.385 5.7
## 186 0.43 0 NA NA
## 187 0.30 0 0.465 2.2
## 188 0.82 0 0.667 7.1
## 189 0.58 0 0.500 4.6
## 192 0.48 0 0.477 4.6
## 193 0.65 0 0.602 5.1
## GNI...2021 Population...2023
## 28 64765 339996564
## 20 45225 67736802
## 10 54534 83294633
## 31 45937 64756584
## 30 54489 10612086
## 1 42274 123294513
## 16 46808 38781292
## 19 66933 8796669
## 11 55979 17618299
## 24 53619 8958961
## 41 42840 58870763
## 32 33034 41026068
## 18 32789 10156239
## 26 60365 5910913
## 29 64660 5474360
## 48 41524 9174520
## 17 49238 26439112
## 138 6590 1428627663
## 27 52293 11686140
## 38 76169 5056935
## 159 12948 60414495
## 5 17504 1425671352
## 44 38354 47519628
## 39 38745 10495295
## 56 13256 36744634
## 8 49452 5545475
## 75 30027 19892812
## 77 20925 45773884
## 2 NA 10143543
## 137 11732 112716599
## 23 44057 5228100
## 35 37931 2718352
## 69 17896 128455567
## 7 18849 9498238
## 13 84649 654.768
## 36 30132 4008617
## 47 33155 10247605
## 54 29002 10341277
## 65 15242 3210848
## 68 24563 19629590
## 76 31033 85816199
## 95 14384 52085168
## 115 4624 240485658
## 139 10800 45606481
## 145 5472 172954319
## 148 12048 180.251
## 190 8723 18092026
## 191 1289 5418377
## 4 62607 7491609
## 22 39746 2119675
## 25 55782 375.319
## 40 32803 1830212
## 46 38188 1260138
## 51 3851 54577997
## 53 23079 6687717
## 59 7867 98858950
## 60 9977 45504560
## 66 19974 5212173
## 82 23392 1534937
## 83 14257 10412652
## 96 4811 28838499
## 106 8920 117337368
## 107 12246 34352719
## 114 13001 89172767
## 117 10258 12458223
## 129 6583 5040000
## 140 4474 55100587
## 143 2664 67438106
## 164 2361 126527060
## 167 4790 223804632
## 169 7303 37840044
## 177 1314 34449825
## 185 5745 34121985
## 3 90919 6014723
## 6 44501 51784059
## 9 146830 \t39315
## 12 38048 1322766
## 14 NA 704.15
## 15 4079 16944826
## 21 NA 26160822
## 33 30690 5795199
## 34 27166 144444359
## 37 51167 76.965
## 42 NA 292.991
## 43 3085 334.506
## 45 NA 63.837
## 49 12306 281.996
## 50 38884 535.065
## 52 10588 3447157
## 55 12672 623.237
## 57 14875 3435931
## 58 19123 7149077
## 61 7917 35163944
## 62 23943 19606634
## 63 17030 71801279
## 64 13158 2777971
## 67 9438 787.425
## 70 4548 10143543
## 71 21269 3423109
## 72 64490 452.524
## 73 26658 34308525
## 74 30486 412.624
## 78 12578 21893579
## 79 22025 1300557
## 80 13021 6516100
## 81 20839 626.485
## 84 14664 3728282
## 85 NA 44.104
## 86 12349 6861524
## 87 3696 115.224
## 88 9980 936.375
## 89 4620 41.996
## 90 2482 740.425
## 91 7879 11194449
## 92 39497 1485510
## 93 14370 216422446
## 94 22465 813.834
## 97 NA 69310
## 98 1824 42239854
## 99 2848 11724764
## 100 17990 11332973
## 101 62574 9516871
## 102 NA 3260314
## 103 15918 2085679
## 104 14131 2832439
## 105 9526 5353930
## 108 NA 49.796
## 109 7700 7633779
## 110 15336 6888388
## 111 87134 2716391
## 112 9924 11337053
## 113 15448 521.022
## 116 13484 126.184
## 118 4566 6735348
## 119 26957 4468087
## 120 1364 18278568
## 121 3575 48109006
## 122 25831 107.66
## 123 27054 4644384
## 124 52920 4310108
## 125 NA 1360596
## 126 11466 277534123
## 127 4009 10329931
## 128 10312 18190484
## 130 3344 17763163
## 131 3142 852.075
## 132 1484 30325732
## 133 NA 32291
## 134 8111 12388571
## 135 2181 48582334
## 136 46112 36947025
## 141 5466 36684203
## 142 8834 2825544
## 144 4192 23227014
## 146 3810 16665409
## 147 2118 23251485
## 149 1198 33897354
## 150 732 13238559
## 151 1240 27202843
## 152 16792 94.298
## 153 2210 14094683
## 154 3409 13712828
## 155 1466 20931751
## 156 8296 6364943
## 157 16198 2675353
## 158 2700 2330318
## 160 7679 1210822
## 161 1729 3748902
## 162 NA 6.115
## 163 3218 20569738
## 165 5025 1136455
## 166 3621 28647293
## 168 NA 18143379
## 170 8634 2604172
## 171 11488 73.161
## 172 4021 231.856
## 173 2889 6106869
## 174 11961 103.699
## 175 13367 2436567
## 176 1076 102262809
## 178 6309 410.825
## 179 966 5742316
## 180 5298 10593798
## 181 2167 9053799
## 182 2133 23293699
## 183 5075 4862989
## 184 768 11088796
## 186 NA 28873034
## 187 2481 14190612
## 188 5625 7046311
## 189 2172 2773168
## 192 1622 8791092
## 193 3877 30896590#Mengurutkan data berdasarkan rata2 IQ, Tingkat literasi, dan HDI tertinggi, dilihat bahwa negara Jepang merupakan negara yg berada di posisi pertama dengan Rata2 IQ, Tingkat literasi, dan HDI tertinggi dan disusul Taiwan pada posisi kedua
archive[order(archive$Average.IQ, archive$Literacy.Rate, archive$HDI..2021., decreasing = c(TRUE,TRUE, TRUE)),]## Rank Country Average.IQ Continent
## 1 1 Japan 106.48 Asia
## 2 2 Taiwan 106.47 Asia
## 3 3 Singapore 105.89 Asia
## 4 4 Hong Kong 105.37 Asia
## 5 5 China 104.10 Asia
## 6 6 South Korea 102.35 Asia
## 7 7 Belarus 101.60 Europe
## 8 8 Finland 101.20 Europe
## 9 9 Liechtenstein 101.07 Europe
## 10 10 Germany 100.74 Europe
## 11 11 Netherlands 100.74 Europe
## 12 12 Estonia 100.72 Europe
## 13 13 Luxembourg 99.87 Europe
## 14 14 Macao 99.82 Asia
## 15 15 Cambodia 99.75 Asia
## 16 16 Canada 99.52 North America
## 19 19 Switzerland 99.24 Europe
## 17 17 Australia 99.24 Oceania
## 18 18 Hungary 99.24 Europe
## 20 20 United Kingdom 99.12 Europe
## 21 21 North Korea 98.82 Asia
## 22 22 Slovenia 98.60 Europe
## 23 23 New Zealand 98.57 Oceania
## 24 24 Austria 98.38 Europe
## 25 25 Iceland 98.26 Europe
## 26 26 Denmark 97.83 Europe
## 27 27 Belgium 97.49 Europe
## 28 28 United States 97.43 North America
## 29 29 Norway 97.13 Europe
## 30 30 Sweden 97.00 Europe
## 31 31 France 96.69 Europe
## 32 32 Poland 96.35 Europe
## 33 33 Slovakia 96.32 Europe
## 34 34 Russia 96.29 Europe/Asia
## 35 35 Lithuania 95.89 Europe
## 36 36 Croatia 95.75 Europe
## 37 37 Andorra 95.20 Europe
## 38 38 Ireland 95.13 Europe
## 39 39 Czech republic 94.92 Europe
## 40 40 Latvia 94.79 Europe
## 41 41 Italy 94.23 Europe
## 42 42 New Caledonia 93.92 Oceania
## 43 43 Vanuatu 93.92 Oceania
## 44 44 Spain 93.90 Europe
## 45 45 Bermuda 93.48 North America
## 46 46 Cyprus 93.39 Europe
## 47 47 Portugal 92.77 Europe
## 48 48 Israel 92.43 Asia
## 49 49 Barbados 91.60 Central America
## 50 50 Malta 91.27 Europe
## 51 51 Myanmar 91.18 Asia
## 52 52 Mongolia 91.03 Asia
## 53 53 Bulgaria 90.99 Europe
## 54 54 Greece 90.77 Europe
## 55 55 Suriname 90.29 South America
## 56 56 Ukraine 90.07 Europe
## 57 57 Moldavia 89.98 Europe
## 58 58 Serbia 89.60 Europe
## 59 59 Vietnam 89.53 Asia
## 60 60 Iraq 89.28 Asia
## 61 61 Uzbekistan 89.01 Asia
## 62 62 Kazakhstan 88.89 Asia
## 63 63 Thailand 88.87 Asia
## 64 64 Armenia 88.82 Asia
## 65 65 Bosnia and Herzegovina 88.54 Europe
## 66 66 Costa Rica 88.34 Central America
## 67 67 Bhutan 87.94 Asia
## 68 68 Chile 87.89 South America
## 69 69 Mexico 87.73 North America
## 70 70 Tajikistan 87.71 Asia
## 71 71 Uruguay 87.59 South America
## 72 72 Brunei 87.58 Asia
## 73 73 Malaysia 87.58 Asia
## 74 74 Bahamas 86.99 Central America
## 75 75 Romania 86.88 Europe
## 76 76 Türkiye 86.80 Europe/Asia
## 77 77 Argentina 86.63 South America
## 78 78 Sri Lanka 86.62 Asia
## 79 79 Mauritius 86.56 Africa
## 80 80 Turkmenistan 85.86 Asia
## 81 81 Montenegro 85.78 Europe
## 82 82 Trinidad and Tobago 85.63 Central America
## 83 83 Azerbaijan 84.81 Asia
## 84 84 Georgia 84.50 Europe/Asia
## 85 85 Turks and Caicos Islands 84.29 Central America
## 86 86 Paraguay 84.04 South America
## 89 89 Marshall Islands 83.96 Oceania
## 88 88 Fiji 83.96 Oceania
## 87 87 Federated States of Micronesia 83.96 Oceania
## 90 90 Solomon Islands 83.96 Oceania
## 91 91 Cuba 83.90 Central America
## 92 92 Bahrain 83.60 Asia
## 93 93 Brazil 83.38 South America
## 94 94 Guyana 83.23 South America
## 95 95 Colombia 83.13 South America
## 96 96 Venezuela 82.99 South America
## 97 97 Cayman Islands 82.24 Central America
## 98 98 Afghanistan 82.12 Asia
## 99 99 Haiti 82.10 Central America
## 101 101 United Arab Emirates 82.05 Asia
## 100 100 Dominican Republic 82.05 Central America
## 102 102 Puerto Rico 81.99 Central America
## 103 103 North Macedonia 81.91 Europe
## 104 104 Albania 81.75 Europe
## 105 105 Lebanon 81.70 Asia
## 106 106 Philippines 81.64 Asia
## 107 107 Peru 81.44 South America
## 108 108 Northern Mariana Islands 81.36 Oceania
## 109 109 Laos 80.99 Asia
## 110 110 Libya 80.92 Africa
## 111 111 Qatar 80.78 Asia
## 112 112 Jordan 80.70 Asia
## 113 113 Maldives 80.54 Asia
## 114 114 Iran 80.01 Asia
## 115 115 Pakistan 80.00 Asia
## 116 116 Grenade 79.34 Central America
## 117 117 Tunisia 79.22 Africa
## 118 118 Kyrgyzstan 79.09 Asia
## 119 119 Panama 79.00 Central America
## 121 121 Sudan 78.87 Africa
## 120 120 Chad 78.87 Africa
## 122 122 Seychelles 78.76 Africa
## 123 123 Oman 78.70 Asia
## 124 124 Kuwait 78.64 Asia
## 126 126 Indonesia 78.49 Asia
## 125 125 East Timor 78.49 Asia
## 127 127 Papua New Guinea 78.49 Oceania
## 128 128 Ecuador 78.26 South America
## 129 129 Palestine 77.69 Asia
## 130 130 Senegal 77.37 Africa
## 131 131 Comoros 77.07 Africa
## 132 132 Madagascar 76.79 Africa
## 133 133 British Virgin Islands 76.69 Central America
## 134 134 Bolivia 76.53 South America
## 135 135 Uganda 76.42 Africa
## 136 136 Saudi Arabia 76.36 Asia
## 137 137 Egypt 76.32 Africa
## 138 138 India 76.24 Asia
## 139 139 Algeria 76.00 Africa
## 140 140 Kenya 75.20 Africa
## 141 141 Angola 75.10 Africa
## 142 142 Jamaica 75.08 Central America
## 143 143 Tanzania 74.95 Africa
## 144 144 Syria 74.41 Asia
## 145 145 Bangladesh 74.33 Asia
## 146 146 Zimbabwe 74.01 Africa
## 147 147 Burkina Faso 73.80 Africa
## 148 148 Saint Lucia 73.68 Central America
## 149 149 Mozambique 72.50 Africa
## 150 150 Burundi 72.09 Africa
## 151 151 Niger 70.82 Africa
## 152 152 Antigua and Barbuda 70.48 Central America
## 153 153 Rwanda 69.95 Africa
## 154 154 Benin 69.71 Africa
## 155 155 Malawi 69.70 Africa
## 156 156 El Salvador 69.63 Central America
## 157 157 Botswana 69.45 Africa
## 159 159 South Africa 68.87 Africa
## 160 160 Eswatini 68.87 Africa
## 158 158 Lesotho 68.87 Africa
## 161 161 Eritrea 68.77 Africa
## 162 162 Saint Helena 68.74 Africa
## 163 163 Zambia 68.43 Africa
## 164 164 Ethiopia 68.42 Africa
## 165 165 Djibouti 68.41 Africa
## 166 166 Cameroon 67.76 Africa
## 167 167 Nigeria 67.76 Africa
## 168 168 Somalia 67.67 Africa
## 169 169 Morocco 67.03 Africa
## 170 170 Namibia 66.19 Africa
## 171 171 Dominica 66.03 Central America
## 172 172 Sao Tome and Principe 65.22 Africa
## 173 173 Congo 64.92 Africa
## 174 174 Saint Vincent and the Grenadines 63.42 Central America
## 175 175 Gabon 62.97 Africa
## 176 176 Congo Republic 62.97 Africa
## 177 177 Yemen 62.86 Asia
## 178 178 Belize 62.55 Central America
## 179 179 Central African Republic 62.55 Africa
## 180 180 Honduras 62.16 Central America
## 181 181 Togo 59.83 Africa
## 183 183 Mauritania 59.76 Africa
## 182 182 Mali 59.76 Africa
## 184 184 South Sudan 58.61 Africa
## 185 185 Ghana 58.16 Africa
## 186 186 Costa do Marfim 58.16 Africa
## 187 187 Guinea 53.48 Africa
## 188 188 Nicaragua 52.69 Central America
## 189 189 Gambia 52.68 Africa
## 190 190 Guatemala 47.72 Central America
## 191 191 Liberia 45.07 Africa
## 192 192 Sierra Leone 45.07 Africa
## 193 193 Nepal 42.99 Asia
## Literacy.Rate Nobel.Prices HDI..2021. Mean.years.of.schooling...2021
## 1 0.99 29 0.925 13.4
## 2 0.96 4 NA NA
## 3 0.97 0 0.939 11.9
## 4 0.94 1 0.952 12.2
## 5 0.96 8 0.768 7.6
## 6 0.98 0 0.925 12.5
## 7 1.00 2 0.808 12.1
## 8 1.00 5 0.940 12.9
## 9 1.00 0 0.935 12.5
## 10 0.99 111 0.942 14.1
## 11 0.99 22 0.941 12.6
## 12 1.00 0 0.890 13.5
## 13 1.00 2 0.930 13.0
## 14 0.97 0 NA NA
## 15 0.78 0 0.593 5.1
## 16 0.99 28 0.936 13.8
## 19 0.99 27 0.962 13.9
## 17 0.99 12 0.951 12.7
## 18 0.99 13 0.846 12.2
## 20 0.99 137 0.929 13.4
## 21 1.00 0 NA NA
## 22 1.00 1 0.918 12.8
## 23 0.99 3 0.937 12.9
## 24 0.98 22 0.916 12.3
## 25 0.99 1 0.959 13.8
## 26 0.99 13 0.948 13.0
## 27 0.99 11 0.937 12.4
## 28 0.99 400 0.921 13.7
## 29 1.00 13 0.961 13.0
## 30 0.99 32 0.947 12.6
## 31 0.99 71 0.903 11.6
## 32 1.00 19 0.876 13.2
## 33 1.00 0 0.848 12.9
## 34 1.00 0 0.822 12.8
## 35 1.00 3 0.875 13.5
## 36 0.99 2 0.858 12.2
## 37 1.00 0 0.858 10.6
## 38 0.99 11 0.945 11.6
## 39 0.99 6 0.889 12.9
## 40 1.00 1 0.863 13.3
## 41 0.99 21 0.895 10.7
## 42 0.97 0 NA NA
## 43 0.85 0 0.607 7.1
## 44 0.98 8 0.905 10.6
## 45 0.98 0 NA NA
## 46 0.99 1 0.896 12.4
## 47 0.95 2 0.866 9.6
## 48 0.97 13 0.919 13.3
## 49 1.00 0 0.790 9.9
## 50 0.94 0 0.918 12.2
## 51 0.93 1 0.585 6.4
## 52 0.98 0 0.739 9.4
## 53 0.98 1 0.795 11.4
## 54 0.95 2 0.887 11.4
## 55 0.96 0 0.730 9.8
## 56 1.00 6 0.773 11.1
## 57 0.99 0 0.767 11.8
## 58 0.98 0 0.802 11.4
## 59 0.95 1 0.703 8.4
## 60 0.80 1 0.686 7.9
## 61 1.00 0 0.727 11.9
## 62 1.00 0 0.811 12.3
## 63 0.94 0 0.800 8.7
## 64 1.00 0 0.759 11.3
## 65 0.98 2 0.780 10.5
## 66 0.98 1 0.809 8.8
## 67 0.64 0 0.666 5.2
## 68 0.97 2 0.855 10.9
## 69 0.95 3 0.758 9.2
## 70 1.00 0 0.685 11.3
## 71 0.98 0 0.809 9.0
## 72 0.97 0 0.829 9.2
## 73 0.95 0 0.803 10.6
## 74 0.96 0 0.812 12.6
## 75 0.99 5 0.821 11.3
## 76 0.96 2 0.838 8.6
## 77 0.98 5 0.842 11.1
## 78 0.93 0 0.782 10.8
## 79 0.91 0 0.802 10.4
## 80 1.00 0 0.745 11.3
## 81 0.99 0 0.832 12.2
## 82 0.99 1 0.810 11.6
## 83 1.00 1 0.745 10.5
## 84 1.00 0 0.802 12.8
## 85 0.98 0 NA NA
## 86 0.96 0 0.717 8.9
## 89 0.98 0 0.639 10.9
## 88 0.94 0 0.730 10.9
## 87 0.89 0 0.628 7.8
## 90 0.84 0 0.564 5.7
## 91 1.00 0 0.764 12.5
## 92 0.96 0 0.875 11.0
## 93 0.93 0 0.754 8.1
## 94 0.88 0 0.714 8.6
## 95 0.95 2 0.752 8.9
## 96 0.95 1 0.691 11.1
## 97 0.99 0 NA NA
## 98 0.38 0 0.478 3.0
## 99 0.61 0 0.535 5.6
## 101 0.93 0 0.911 12.7
## 100 0.92 0 0.767 9.3
## 102 0.93 0 NA NA
## 103 0.98 0 0.770 10.2
## 104 0.98 0 0.796 11.3
## 105 0.94 0 0.706 8.7
## 106 0.97 1 0.699 9.0
## 107 0.94 1 0.762 9.9
## 108 0.97 0 NA NA
## 109 0.80 0 0.607 5.4
## 110 0.91 0 0.718 7.6
## 111 0.98 0 0.855 10.0
## 112 0.98 0 0.720 10.4
## 113 0.99 0 0.747 7.3
## 114 0.87 1 0.774 10.6
## 115 0.56 2 0.544 4.5
## 116 0.96 0 0.795 9.0
## 117 0.81 1 0.731 7.4
## 118 0.99 0 0.692 11.4
## 119 0.95 0 0.805 10.5
## 121 0.59 0 0.508 3.8
## 120 0.40 0 0.394 2.6
## 122 0.95 0 0.785 10.3
## 123 0.94 0 0.816 11.7
## 124 0.96 0 0.831 7.3
## 126 0.95 0 0.705 8.6
## 125 0.64 0 NA NA
## 127 0.63 0 0.558 4.7
## 128 0.95 0 0.740 8.8
## 129 0.97 1 0.715 9.9
## 130 0.56 0 0.511 2.9
## 131 0.78 0 0.558 5.1
## 132 0.65 0 0.501 5.1
## 133 0.98 0 NA NA
## 134 0.95 0 0.692 9.8
## 135 0.74 0 0.525 5.7
## 136 0.95 0 0.875 11.3
## 137 0.76 4 0.731 9.6
## 138 0.72 12 0.633 6.7
## 139 0.80 2 0.745 8.1
## 140 0.78 1 0.575 6.7
## 141 0.71 0 0.586 5.4
## 142 0.89 0 0.709 9.2
## 143 0.80 1 0.549 6.4
## 144 0.86 0 0.577 5.1
## 145 0.61 2 0.661 7.4
## 146 0.87 0 0.593 8.7
## 147 0.38 0 0.449 2.1
## 148 0.90 2 0.715 8.5
## 149 0.59 0 0.446 3.2
## 150 0.85 0 0.426 3.1
## 151 0.19 0 0.400 2.1
## 152 0.99 0 0.788 9.3
## 153 0.71 0 0.534 4.4
## 154 0.38 0 0.525 4.3
## 155 0.66 0 0.512 4.5
## 156 0.88 0 0.675 7.2
## 157 0.88 0 0.693 10.3
## 159 0.95 11 0.713 11.4
## 160 0.87 0 0.597 5.6
## 158 0.79 0 0.514 6.0
## 161 0.74 0 0.492 4.9
## 162 0.97 0 NA NA
## 163 0.85 0 0.565 7.2
## 164 0.49 1 0.498 3.2
## 165 0.68 0 0.509 4.1
## 166 0.75 0 0.576 6.2
## 167 0.60 1 0.535 7.2
## 168 0.38 0 NA NA
## 169 0.72 1 0.683 5.9
## 170 0.91 0 0.615 7.2
## 171 0.94 0 0.720 8.1
## 172 0.92 0 0.618 6.2
## 173 0.77 0 0.571 6.2
## 174 0.96 0 0.751 10.8
## 175 0.83 0 0.706 9.4
## 176 0.79 0 0.479 7.0
## 177 0.70 1 0.455 3.2
## 178 0.83 0 0.683 8.8
## 179 0.37 0 0.404 4.3
## 180 0.88 0 0.621 7.1
## 181 0.67 0 0.539 5.0
## 183 0.52 0 0.556 4.9
## 182 0.33 0 0.428 2.3
## 184 0.32 0 0.385 5.7
## 185 0.77 1 0.632 8.3
## 186 0.43 0 NA NA
## 187 0.30 0 0.465 2.2
## 188 0.82 0 0.667 7.1
## 189 0.58 0 0.500 4.6
## 190 0.79 2 0.627 5.7
## 191 0.48 2 0.481 5.1
## 192 0.48 0 0.477 4.6
## 193 0.65 0 0.602 5.1
## GNI...2021 Population...2023
## 1 42274 123294513
## 2 NA 10143543
## 3 90919 6014723
## 4 62607 7491609
## 5 17504 1425671352
## 6 44501 51784059
## 7 18849 9498238
## 8 49452 5545475
## 9 146830 \t39315
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## 193 3877 30896590#MENGHITUNG KORELASI
#menghitung korelasi antara average iq dan nobel prices memiliki nilai yang positif yang artinya jika rata2 iq semakin tinggi maka nobel prices yg didapatlan juga semakin besar
cor(archive$Average.IQ, archive$Nobel.Prices)## [1] 0.2056444plot(archive$Average.IQ, archive$Literacy.Rate)
#korelasi secara keseluruhan
archive.1 <- archive[,c("Average.IQ", "Literacy.Rate", "HDI..2021.")]
cor(archive.1)## Average.IQ Literacy.Rate HDI..2021.
## Average.IQ 1.0000000 0.6347257 NA
## Literacy.Rate 0.6347257 1.0000000 NA
## HDI..2021. NA NA 1#masing2 peubah memiliki korelasi yang positif dengan peubah lain