Search is not available for this dataset
year int64 1.96k 2.02k | Algeria float64 6.28 9.64 | Angola float64 4.19 25.5 | Benin null | Botswana null | Burkina Faso float64 1.24 14.3 | Burundi null | Cabo Verde null | Cameroon float64 4.42 30.5 | Central African Republic null | Chad float64 2.34 8.3 | Comoros null | Congo, Dem. Rep. float64 6.42 24 | Congo, Rep. float64 17.8 64.8 | Cote d'Ivoire float64 5.22 18.4 | Djibouti null | Egypt, Arab Rep. float64 19.3 24.3 | Equatorial Guinea null | Eritrea null | Eswatini null | Ethiopia float64 2.43 4.32 | Gabon null | Gambia, The null | Ghana float64 8.81 19.2 | Guinea float64 3.15 14.8 | Guinea-Bissau null | Kenya float64 5.89 12.5 | Lesotho null | Liberia float64 6.59 61.3 | Libya float64 11.7 23.6 | Madagascar float64 4.93 12.7 | Malawi float64 0.29 6.16 | Mali float64 2.41 12.5 | Mauritania float64 0.64 30 | Mauritius null | Morocco float64 14 22.6 | Mozambique float64 2.98 9.6 | Namibia null | Niger float64 1.64 6.1 | Nigeria float64 4.76 17.3 | Rwanda float64 1.14 9.03 | Sao Tome and Principe null | Senegal float64 10.7 19.2 | Seychelles null | Sierra Leone float64 5.25 15.6 | Somalia float64 3.27 17.2 | South Africa float64 21.7 35.9 | South Sudan null | Sudan float64 4.14 13 | Tanzania float64 1.88 13.9 | Togo float64 5.67 22.5 | Tunisia float64 13.8 20.5 | Uganda float64 1.8 8.1 | Zambia float64 2.88 15.6 | Zimbabwe float64 6.51 11.8 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,960 | 7.629251 | 4.194219 | null | null | 1.237303 | null | null | 4.420711 | null | 2.337173 | null | 6.421113 | 17.797133 | 5.222277 | null | 19.273857 | null | null | null | 2.428706 | null | null | 8.814927 | 3.153385 | null | 5.885717 | null | 6.586709 | 11.670585 | 4.932412 | 0.291555 | 2.406586 | 0.637391 | null | 13.950472 | 2.980847 | null | 1.64186 | 4.762113 | 1.135528 | null | 10.748488 | null | 5.24684 | 3.265375 | 24.442153 | null | 4.143541 | 1.876135 | 5.672311 | 13.785594 | 1.799326 | 2.883634 | 6.509653 |
1,961 | 7.858072 | 4.397441 | null | null | 1.301301 | null | null | 4.648069 | null | 2.547183 | null | 6.75005 | 18.612878 | 5.475032 | null | 19.617731 | null | null | null | 2.437444 | null | null | 8.982478 | 3.507203 | null | 6.067438 | null | 7.540783 | 11.770465 | 4.968531 | 0.314464 | 2.458538 | 0.663699 | null | 14.206755 | 3.157542 | null | 1.737838 | 5.016725 | 1.166835 | null | 11.186701 | null | 5.302255 | 3.417248 | 24.453167 | null | 4.278779 | 1.956255 | 6.190107 | 13.924173 | 1.92489 | 3.110059 | 6.633038 |
1,962 | 8.076549 | 4.694779 | null | null | 1.368486 | null | null | 4.872289 | null | 2.776233 | null | 7.0969 | 19.471422 | 5.733118 | null | 19.990748 | null | null | null | 2.444513 | null | null | 9.194474 | 3.900552 | null | 6.250027 | null | 8.423619 | 11.866137 | 5.005823 | 0.339095 | 2.521012 | 0.759678 | null | 14.462603 | 3.342859 | null | 1.839511 | 5.287816 | 1.201968 | null | 11.451795 | null | 5.354827 | 3.576163 | 24.424943 | null | 4.416401 | 2.039092 | 6.501366 | 14.053946 | 2.058876 | 3.354279 | 6.758056 |
1,963 | 8.296313 | 5.011519 | null | null | 1.438735 | null | null | 5.044292 | null | 2.923042 | null | 7.461 | 20.158704 | 5.999425 | null | 20.37327 | null | null | null | 2.450195 | null | null | 9.413519 | 4.337083 | null | 6.347564 | null | 8.730876 | 11.966705 | 5.043904 | 0.365542 | 2.585146 | 0.956322 | null | 14.733697 | 3.53806 | null | 1.923783 | 5.577118 | 1.241312 | null | 11.722952 | null | 5.458477 | 3.742267 | 24.384307 | null | 4.555668 | 2.124898 | 6.823064 | 14.170509 | 2.200965 | 3.624996 | 6.884842 |
1,964 | 8.51307 | 5.348902 | null | null | 1.512039 | null | null | 5.22181 | null | 3.076966 | null | 7.84567 | 20.861224 | 6.470709 | null | 20.771718 | null | null | null | 2.454629 | null | null | 9.639165 | 4.822157 | null | 6.432092 | null | 9.048854 | 12.125055 | 5.082574 | 0.394066 | 2.651251 | 1.203432 | null | 15.027716 | 3.744862 | null | 2.012443 | 5.79219 | 1.281533 | null | 11.99954 | null | 5.729359 | 4.004484 | 24.340463 | null | 4.697795 | 2.213164 | 7.138857 | 14.275851 | 2.352044 | 3.960507 | 7.014435 |
1,965 | 8.744914 | 5.70643 | null | null | 1.587787 | null | null | 5.551576 | null | 3.236392 | null | 8.24563 | 21.573915 | 6.976558 | null | 21.188913 | null | null | null | 2.457589 | null | null | 9.867079 | 5.358345 | null | 6.513364 | null | 9.374777 | 13.036144 | 5.120365 | 0.42474 | 2.718465 | 1.467376 | null | 15.316797 | 3.962035 | null | 2.105443 | 5.963805 | 1.318733 | null | 12.275871 | null | 6.009197 | 4.379668 | 24.291129 | null | 4.8419 | 2.303803 | 7.423139 | 14.356232 | 2.512136 | 4.325197 | 7.145424 |
1,966 | 8.937711 | 6.087377 | null | null | 1.66686 | null | null | 5.900387 | null | 3.405763 | null | 8.661254 | 22.301925 | 7.523023 | null | 21.592378 | null | null | null | 2.462572 | null | null | 10.100413 | 5.953476 | null | 6.59605 | null | 9.713429 | 14.132996 | 5.162263 | 0.457821 | 2.799259 | 1.740171 | null | 15.606118 | 4.192046 | null | 2.203674 | 6.142572 | 1.354147 | null | 12.552913 | null | 6.301026 | 4.790963 | 24.238522 | null | 4.990175 | 2.397819 | 7.667032 | 14.405152 | 2.682655 | 4.722819 | 7.279574 |
1,967 | 9.027216 | 6.493327 | null | null | 1.749229 | null | null | 6.26751 | null | 3.584426 | null | 9.095336 | 23.046146 | 8.111974 | null | 21.651056 | null | null | null | 2.466742 | null | null | 10.338262 | 6.612794 | null | 6.68124 | null | 10.064449 | 15.298238 | 5.233435 | 0.51443 | 2.894404 | 2.062474 | null | 15.900588 | 4.435456 | null | 2.334164 | 6.331358 | 1.387958 | null | 12.831016 | null | 6.60467 | 5.24105 | 24.182239 | null | 5.142117 | 2.494765 | 7.877839 | 14.532333 | 2.863558 | 5.156309 | 7.416601 |
1,968 | 9.115298 | 6.927299 | null | null | 1.835035 | null | null | 6.653658 | null | 3.771976 | null | 9.456896 | 23.806948 | 8.746897 | null | 21.715897 | null | null | null | 2.516959 | null | null | 10.580423 | 7.344697 | null | 6.769084 | null | 10.427834 | 16.52684 | 5.303027 | 0.580972 | 2.991955 | 2.444578 | null | 16.207195 | 4.692818 | null | 2.47341 | 6.527317 | 1.421471 | null | 13.114524 | null | 6.922259 | 5.73393 | 24.129092 | null | 5.298114 | 2.647397 | 8.080228 | 14.63811 | 3.05558 | 5.629339 | 7.556219 |
1,969 | 9.203396 | 7.389457 | null | null | 1.942655 | null | null | 7.055394 | null | 3.966653 | null | 9.775603 | 24.576642 | 9.420612 | null | 21.784934 | null | null | null | 2.56816 | null | null | 10.819592 | 8.155134 | null | 6.859341 | null | 10.802005 | 17.801382 | 5.370042 | 0.655979 | 3.251062 | 2.895419 | null | 16.525715 | 4.96366 | null | 2.621105 | 6.726484 | 1.45592 | null | 13.402618 | null | 7.25451 | 6.271328 | 24.08248 | null | 5.457514 | 2.815168 | 8.298958 | 14.734838 | 3.260615 | 6.146602 | 7.715659 |
1,970 | 9.294494 | 7.846261 | null | null | 2.056466 | null | null | 7.458394 | null | 4.169157 | null | 10.110125 | 25.363578 | 10.131003 | null | 21.868349 | null | null | null | 2.620441 | null | null | 10.979314 | 9.060919 | null | 6.902053 | null | 11.189997 | 19.132388 | 5.434935 | 0.740816 | 3.53165 | 3.43015 | null | 16.857402 | 5.248611 | null | 2.778524 | 6.930279 | 1.49186 | null | 13.668723 | null | 7.603033 | 6.859264 | 24.028339 | null | 5.620955 | 2.992586 | 8.537612 | 14.836586 | 3.292473 | 6.42159 | 7.986073 |
1,971 | 9.386212 | 8.155261 | null | null | 2.177365 | null | null | 7.880402 | null | 4.380645 | null | 10.36704 | 26.164247 | 10.874382 | null | 21.966134 | null | null | null | 2.674413 | null | null | 10.997766 | 10.074394 | null | 6.950884 | null | 11.596813 | 20.559787 | 5.497267 | 0.836274 | 3.835782 | 4.064296 | null | 17.208851 | 5.453071 | null | 2.946616 | 7.144694 | 1.569569 | null | 13.939525 | null | 7.971021 | 7.503861 | 23.872752 | null | 5.789779 | 3.179655 | 8.765923 | 14.938029 | 3.302516 | 6.668032 | 8.271904 |
1,972 | 9.475505 | 8.325691 | null | null | 2.305693 | null | null | 8.324088 | null | 4.597699 | null | 10.642835 | 26.981139 | 11.656415 | null | 22.067319 | null | null | null | 2.731332 | null | null | 11.011596 | 11.210681 | null | 7.011476 | null | 12.017606 | 22.104802 | 5.588037 | 0.943753 | 4.164951 | 4.818227 | null | 17.409015 | 5.578645 | null | 3.125746 | 7.412156 | 1.656504 | null | 14.21629 | null | 8.359793 | 8.210642 | 23.736604 | null | 5.965051 | 3.376087 | 9.033398 | 15.037125 | 3.324167 | 6.920609 | 8.562376 |
1,973 | 9.55942 | 8.464563 | null | null | 2.439526 | null | null | 8.788565 | null | 4.89241 | null | 10.923977 | 27.81356 | 12.481633 | null | 22.167655 | null | null | null | 2.789402 | null | null | 11.016646 | 11.820566 | null | 7.073919 | null | 12.441052 | 23.624564 | 5.67805 | 1.063922 | 4.517132 | 5.709904 | null | 17.607311 | 5.69979 | null | 3.31436 | 7.683207 | 1.747484 | null | 14.497948 | null | 8.764491 | 8.977302 | 23.604659 | null | 6.090672 | 3.582687 | 9.327293 | 15.129174 | 3.350432 | 7.17693 | 8.776303 |
1,974 | 9.638086 | 8.60229 | null | null | 2.578647 | null | null | 9.278367 | null | 5.209697 | null | 11.216458 | 28.691823 | 13.365174 | null | 22.26688 | null | null | null | 2.851017 | null | null | 11.020704 | 11.915114 | null | 7.142444 | null | 12.935251 | 23.230468 | 5.768666 | 1.19856 | 4.897597 | 6.769619 | null | 17.813793 | 5.821347 | null | 3.514447 | 7.957215 | 1.843335 | null | 14.796885 | null | 9.189788 | 9.823664 | 23.486461 | null | 6.180297 | 3.80216 | 9.640929 | 15.214223 | 3.372308 | 7.439147 | 8.749768 |
1,975 | 9.609649 | 8.74629 | null | null | 2.722377 | null | null | 9.794812 | null | 5.555172 | null | 11.521964 | 29.720927 | 14.255942 | null | 22.356437 | null | null | null | 2.918143 | null | null | 11.025423 | 12.015683 | null | 7.216665 | null | 13.535235 | 22.559921 | 5.861446 | 1.349027 | 5.309027 | 8.027918 | null | 18.024194 | 5.942562 | null | 3.725753 | 8.231706 | 1.944255 | null | 15.122853 | null | 9.54863 | 10.451611 | 23.383597 | null | 6.301989 | 4.033898 | 9.971949 | 15.291282 | 3.390651 | 7.70612 | 8.728674 |
1,976 | 9.484879 | 8.900663 | null | null | 2.903162 | null | null | 10.296235 | null | 5.933672 | null | 11.847127 | 30.897269 | 14.992098 | null | 22.45127 | null | null | null | 2.984642 | null | null | 11.032549 | 12.121099 | null | 7.298019 | null | 14.161299 | 21.890596 | 5.973788 | 1.517034 | 5.756073 | 9.524487 | null | 18.242755 | 6.065819 | null | 3.948792 | 8.510467 | 2.05061 | null | 15.444666 | null | 9.854696 | 10.637838 | 23.299989 | null | 6.424985 | 4.280437 | 10.320093 | 15.372118 | 3.408183 | 7.980377 | 8.7191 |
1,977 | 9.353735 | 9.052029 | null | null | 3.114361 | null | null | 10.629614 | null | 6.344347 | null | 12.189313 | 32.130726 | 15.825566 | null | 22.497851 | null | null | null | 3.070569 | null | null | 11.031215 | 12.227106 | null | 7.374429 | null | 14.80052 | 21.225577 | 6.087015 | 1.701964 | 6.052733 | 10.71417 | null | 18.455904 | 6.18512 | null | 4.182186 | 8.790172 | 2.162332 | null | 15.667714 | null | 10.164636 | 10.808711 | 23.218434 | null | 6.55206 | 4.541764 | 10.681174 | 15.459692 | 3.424938 | 8.2627 | 8.751856 |
1,978 | 9.147794 | 9.197657 | null | null | 3.335936 | null | null | 10.959219 | null | 6.787603 | null | 12.473268 | 33.432051 | 16.691376 | null | 22.499155 | null | null | null | 3.166471 | null | null | 11.020452 | 12.33075 | null | 7.443429 | null | 15.454171 | 20.573027 | 6.202306 | 1.811095 | 6.200645 | 11.425972 | null | 18.66204 | 6.300916 | null | 4.32362 | 9.075577 | 2.28022 | null | 15.910986 | null | 10.476465 | 10.505324 | 23.134909 | null | 6.651009 | 4.82398 | 11.053383 | 15.572329 | 3.441539 | 8.556779 | 8.882484 |
1,979 | 8.934218 | 9.342751 | null | null | 3.569818 | null | null | 11.290892 | null | 6.908778 | null | 12.714191 | 34.806802 | 16.767555 | null | 22.49024 | null | null | null | 3.272325 | null | null | 11.008045 | 12.426554 | null | 7.511766 | null | 16.130769 | 19.939447 | 6.319587 | 1.894688 | 6.348517 | 12.18524 | null | 18.867501 | 6.425163 | null | 4.399791 | 9.371432 | 2.342539 | null | 16.148956 | null | 10.79567 | 9.687716 | 23.060011 | null | 6.74013 | 4.960543 | 11.423158 | 15.710706 | 3.466562 | 8.863763 | 9.003459 |
1,980 | 8.714069 | 9.483171 | null | null | 3.816981 | null | null | 11.581669 | null | 7.166346 | null | 13.012931 | 36.259674 | 16.829633 | null | 22.457634 | null | null | null | 3.413543 | null | null | 11.010382 | 12.510275 | null | 7.564629 | null | 16.834754 | 19.334869 | 6.440495 | 1.97921 | 6.494523 | 12.995754 | null | 19.063396 | 6.629299 | null | 4.475657 | 9.677496 | 2.396036 | null | 16.378212 | null | 11.120663 | 9.281531 | 22.91192 | null | 6.824787 | 5.080343 | 11.775984 | 15.852635 | 3.529664 | 9.183066 | 8.753025 |
1,981 | 8.488159 | 9.619106 | null | null | 4.078291 | null | null | 11.848223 | null | 7.44028 | null | 13.349157 | 37.7792 | 16.880837 | null | 22.406131 | null | null | null | 3.491348 | null | null | 11.024579 | 12.578607 | null | 7.613146 | null | 17.571533 | 18.771328 | 6.565452 | 2.065525 | 6.639861 | 13.853397 | null | 19.252714 | 6.755925 | null | 4.552131 | 9.999712 | 2.448152 | null | 16.594555 | null | 11.45055 | 9.610421 | 22.684064 | null | 6.914187 | 5.20812 | 12.10235 | 15.997182 | 3.625167 | 9.245801 | 8.46318 |
1,982 | 8.260735 | 9.754209 | null | null | 4.356722 | null | null | 12.260433 | null | 7.37945 | null | 13.685941 | 39.387206 | 16.929915 | null | 22.34059 | null | null | null | 3.522557 | null | null | 11.028725 | 12.631582 | null | 7.662679 | null | 18.352548 | 18.739491 | 6.695104 | 2.155371 | 6.787415 | 14.767457 | null | 19.450098 | 6.86127 | null | 4.630898 | 10.34555 | 2.499515 | null | 16.802754 | null | 11.787513 | 9.995719 | 22.45021 | null | 7.022762 | 5.339487 | 12.429688 | 16.155997 | 3.715307 | 9.271576 | 8.381829 |
1,983 | 8.034701 | 9.887985 | null | null | 4.650828 | null | null | 12.729891 | null | 7.300512 | null | 14.010346 | 41.099132 | 16.980896 | null | 22.23646 | null | null | null | 3.592943 | null | null | 11.021735 | 12.727699 | null | 7.707129 | null | 19.148949 | 19.271243 | 6.828457 | 2.249171 | 6.93554 | 15.742065 | null | 19.501488 | 6.975629 | null | 4.711414 | 10.749682 | 2.550535 | null | 17.004195 | null | 12.124667 | 10.4571 | 22.213536 | null | 7.238993 | 5.461688 | 12.775641 | 16.336145 | 3.801354 | 9.29645 | 8.529891 |
1,984 | 7.813296 | 10.227886 | null | null | 4.962793 | null | null | 13.122647 | null | 7.49031 | null | 14.321826 | 42.707829 | 17.036519 | null | 22.115071 | null | null | null | 3.667153 | null | null | 11.098972 | 12.893314 | null | 7.750847 | null | 20.536904 | 19.501234 | 6.966594 | 2.348199 | 7.09065 | 16.78268 | null | 19.54068 | 7.099685 | null | 4.793971 | 10.980339 | 2.601943 | null | 17.201668 | null | 12.465079 | 10.891142 | 21.989646 | null | 7.639244 | 5.588463 | 13.138806 | 16.492476 | 3.881979 | 9.335414 | 8.737104 |
1,985 | 7.598572 | 10.580308 | null | null | 5.294256 | null | null | 13.498816 | null | 7.707992 | null | 14.557501 | 43.518682 | 17.095741 | null | 22.000652 | null | null | null | 3.705517 | null | null | 11.309275 | 13.042823 | null | 7.797058 | null | 22.939971 | 19.380083 | 7.1076 | 2.452501 | 7.25868 | 17.886478 | null | 19.602683 | 7.233442 | null | 4.876591 | 11.188635 | 2.653854 | null | 17.388569 | null | 12.810277 | 11.163869 | 21.829937 | null | 8.095315 | 5.717334 | 13.531377 | 16.647451 | 3.958584 | 9.38085 | 8.956507 |
1,986 | 7.397978 | 10.952537 | null | null | 5.495764 | null | null | 13.883057 | null | 7.776607 | null | 14.823223 | 43.757622 | 17.164881 | null | 21.913256 | null | null | null | 3.739236 | null | null | 11.51942 | 13.178834 | null | 7.849351 | null | 25.644019 | 19.311232 | 7.254441 | 2.565959 | 7.442297 | 19.066408 | null | 19.70634 | 7.379392 | null | 4.959206 | 11.41943 | 2.707872 | null | 17.563671 | null | 12.965631 | 11.435143 | 21.768726 | null | 8.572573 | 5.847046 | 13.956108 | 16.814545 | 4.032777 | 9.428394 | 9.19235 |
1,987 | 7.247706 | 11.354269 | null | null | 5.583244 | null | null | 14.246454 | null | 7.80579 | null | 15.093719 | 44.003017 | 17.243582 | null | 21.937528 | null | null | null | 3.75629 | null | null | 11.723741 | 13.30335 | null | 7.906623 | null | 28.682681 | 19.288895 | 7.405743 | 2.655521 | 7.634011 | 20.324246 | null | 19.849164 | 7.630379 | null | 5.042315 | 11.665677 | 2.764785 | null | 17.733654 | null | 12.948107 | 11.777524 | 21.726179 | null | 9.066152 | 5.982611 | 14.39666 | 16.995548 | 4.100746 | 9.485305 | 9.438229 |
1,988 | 7.180599 | 11.780174 | null | null | 5.675231 | null | null | 14.539922 | null | 7.844743 | null | 15.363119 | 44.263105 | 17.299116 | null | 22.020501 | null | null | null | 3.754897 | null | null | 11.920349 | 13.423117 | null | 7.965202 | null | 32.101428 | 19.30121 | 7.558871 | 2.685673 | 7.805618 | 21.334433 | null | 20.008707 | 7.936256 | null | 5.126571 | 11.921609 | 2.825631 | null | 17.893763 | null | 12.928728 | 12.559928 | 21.701295 | null | 9.585394 | 6.136146 | 14.855128 | 17.200794 | 4.166484 | 9.556785 | 9.705404 |
1,989 | 7.12521 | 12.218307 | null | null | 5.76989 | null | null | 14.845741 | null | 7.882726 | null | 15.642328 | 44.523803 | 17.276865 | null | 22.117489 | null | null | null | 3.755494 | null | null | 12.108427 | 13.545457 | null | 8.025342 | null | 35.925656 | 19.337381 | 7.711501 | 2.724837 | 7.970977 | 21.391946 | null | 20.182244 | 8.171728 | null | 5.207846 | 12.184232 | 2.89103 | null | 17.90969 | null | 12.934562 | 13.6321 | 21.699001 | null | 10.133654 | 6.259342 | 15.161929 | 17.431591 | 4.230932 | 9.637952 | 10.005152 |
1,990 | 7.081815 | 12.676779 | null | null | 5.867672 | null | null | 15.156884 | null | 7.970856 | null | 15.903225 | 44.804122 | 17.244358 | null | 22.172599 | null | null | null | 3.76154 | null | null | 12.294721 | 13.552429 | null | 8.108899 | null | 46.853148 | 19.39808 | 7.864353 | 2.786163 | 8.131559 | 21.445654 | null | 20.368057 | 8.363098 | null | 5.288956 | 12.457107 | 2.971293 | null | 17.927451 | null | 12.753489 | 14.616344 | 21.733134 | null | 10.716968 | 6.378827 | 15.482896 | 17.683986 | 4.296343 | 9.727929 | 10.33282 |
1,991 | 7.045406 | 13.156844 | null | null | 5.972996 | null | null | 15.479602 | null | 7.988509 | null | 16.167235 | 45.091537 | 17.204812 | null | 22.268979 | null | null | null | 3.743942 | null | null | 12.488991 | 13.485406 | null | 8.21294 | null | 61.333451 | 19.482836 | 8.017253 | 2.873806 | 8.293958 | 21.416274 | null | 20.573548 | 8.516135 | null | 5.370263 | 12.69855 | 3.071636 | null | 17.950003 | null | 12.93011 | 16.217184 | 21.944347 | null | 11.33556 | 6.505335 | 15.81826 | 17.938344 | 4.363727 | 9.826314 | 10.684004 |
1,992 | 7.005743 | 13.668016 | null | null | 6.084778 | null | null | 15.818675 | null | 7.959851 | null | 16.429225 | 45.390629 | 17.163218 | null | 22.451826 | null | null | null | 3.731237 | null | null | 12.692545 | 13.528688 | null | 8.33363 | null | 45.644381 | 19.591531 | 8.172023 | 2.96938 | 8.457483 | 21.19499 | null | 20.797091 | 8.673537 | null | 5.452132 | 12.85937 | 3.255517 | null | 17.981378 | null | 13.518447 | 17.171003 | 22.419961 | null | 11.991994 | 6.637389 | 16.170216 | 18.198098 | 4.43033 | 9.932577 | 11.023994 |
1,993 | 6.967975 | 14.207436 | null | null | 6.196706 | null | null | 16.166225 | null | 8.076546 | null | 16.661061 | 45.627569 | 17.122236 | null | 22.655489 | null | null | null | 3.744015 | null | null | 12.90126 | 13.59067 | null | 8.463376 | null | 34.624054 | 19.721384 | 8.325228 | 3.112507 | 8.61736 | 20.928627 | null | 21.03735 | 8.725331 | null | 5.532202 | 12.956981 | 3.401773 | null | 18.019511 | null | 13.897424 | 16.847011 | 22.867671 | null | 12.52017 | 6.728221 | 17.107571 | 18.47884 | 4.495211 | 10.042106 | 11.129631 |
1,994 | 6.944019 | 14.645755 | null | null | 6.308858 | null | null | 16.529445 | null | 8.183727 | null | 16.703176 | 45.866665 | 17.089554 | null | 22.899765 | null | null | null | 3.758316 | null | null | 13.123957 | 13.660073 | null | 8.601523 | null | 27.369149 | 19.875687 | 8.332889 | 3.349568 | 8.77478 | 20.800825 | null | 21.300346 | 8.468248 | null | 5.610689 | 13.060073 | 4.33913 | null | 18.071984 | null | 14.201296 | 16.167651 | 23.42151 | null | 12.522003 | 6.772991 | 17.922656 | 18.701777 | 4.565817 | 10.1529 | 11.328035 |
1,995 | 6.930105 | 15.08277 | null | null | 6.420322 | null | null | 16.911769 | null | 8.119549 | null | 16.843651 | 46.175159 | 17.06269 | null | 23.160888 | null | null | null | 3.726784 | null | null | 13.357634 | 13.757801 | null | 8.747774 | null | 21.390841 | 20.055115 | 8.32269 | 3.568107 | 8.933789 | 20.809319 | null | 21.354144 | 8.283171 | null | 5.684969 | 13.167687 | 5.638691 | null | 18.14499 | null | 14.546398 | 15.739408 | 24.095592 | null | 12.516448 | 6.865783 | 18.0429 | 18.557397 | 4.666576 | 10.262296 | 11.436919 |
1,996 | 6.924079 | 15.527699 | null | null | 6.534467 | null | null | 17.313813 | null | 8.054458 | null | 17.369928 | 46.532474 | 17.041412 | null | 23.435937 | null | null | null | 3.680876 | null | null | 13.600861 | 13.85201 | null | 8.904971 | null | 37.461144 | 19.923114 | 8.308297 | 3.721605 | 9.09723 | 20.978692 | null | 21.36284 | 8.32477 | null | 5.758641 | 13.282976 | 5.177705 | null | 18.241 | null | 14.850912 | 15.319121 | 24.779402 | null | 12.553588 | 7.05242 | 18.281184 | 18.437921 | 4.771324 | 10.369119 | 11.462948 |
1,997 | 6.924183 | 15.980771 | null | null | 6.760544 | null | null | 17.730418 | null | 8.067542 | null | 17.96734 | 47.533608 | 17.023774 | null | 23.543706 | null | null | null | 3.638772 | null | null | 13.842255 | 13.968722 | null | 9.065903 | null | 33.392403 | 19.75586 | 8.290104 | 3.879688 | 9.251796 | 21.095 | null | 21.378977 | 8.411431 | null | 5.833896 | 13.402784 | 4.88769 | null | 18.351515 | null | 15.038216 | 14.927552 | 25.383895 | null | 12.591801 | 7.229719 | 18.622675 | 18.334885 | 4.868136 | 10.465513 | 11.463561 |
1,998 | 6.942729 | 16.456495 | null | null | 7.075596 | null | null | 18.159324 | null | 8.081999 | null | 18.315299 | 48.529553 | 17.019046 | null | 23.529062 | null | null | null | 3.599579 | null | null | 14.08255 | 14.044697 | null | 9.228066 | null | 29.075092 | 19.599242 | 8.270934 | 4.038544 | 9.411256 | 21.135344 | null | 21.398651 | 8.401263 | null | 5.906728 | 13.52634 | 5.135194 | null | 18.467714 | null | 15.274996 | 14.454871 | 25.953226 | null | 12.593296 | 7.367046 | 19.034387 | 18.248237 | 4.963522 | 10.556274 | 11.455572 |
1,999 | 6.934966 | 16.955117 | null | null | 7.393022 | null | null | 18.598093 | null | 8.090586 | null | 18.477706 | 49.298256 | 16.99723 | null | 23.503678 | null | null | null | 3.561376 | null | null | 14.32713 | 14.070438 | null | 9.381663 | null | 26.508993 | 19.4434 | 8.253864 | 4.131111 | 9.648232 | 21.158769 | null | 21.425852 | 8.382827 | null | 5.977111 | 13.651489 | 5.576643 | null | 18.578368 | null | 15.588219 | 14.01076 | 26.570524 | null | 12.596833 | 7.503763 | 19.456873 | 18.176375 | 5.047331 | 10.641565 | 11.486195 |
2,000 | 6.926561 | 17.467384 | null | null | 7.721307 | null | null | 19.053043 | null | 8.103976 | null | 18.670765 | 49.518825 | 16.99247 | null | 23.495377 | null | null | null | 3.525661 | null | null | 14.538638 | 14.136122 | null | 9.454891 | null | 28.534789 | 19.258133 | 8.243244 | 4.209787 | 9.878747 | 21.159728 | null | 21.465762 | 8.370155 | null | 6.047101 | 13.776838 | 6.057343 | null | 18.683 | null | 15.609193 | 13.586424 | 27.254104 | null | 12.601963 | 7.631177 | 19.904001 | 18.117407 | 5.137826 | 10.7141 | 11.598214 |
2,001 | 6.919749 | 17.984568 | null | null | 8.057161 | null | null | 19.518077 | null | 8.123545 | null | 18.871377 | 49.763532 | 17.002051 | null | 23.49443 | null | null | null | 3.49132 | null | null | 14.650602 | 14.293978 | null | 9.503649 | null | 30.942534 | 19.038318 | 8.239617 | 4.288541 | 10.103812 | 21.448618 | null | 21.513468 | 8.357054 | null | 6.103243 | 13.899864 | 6.572606 | null | 18.783892 | null | 15.093051 | 13.176071 | 27.970715 | null | 12.607739 | 7.770841 | 20.382985 | 18.06822 | 5.233686 | 10.859873 | 11.739823 |
2,002 | 6.916032 | 18.508707 | null | null | 8.405163 | null | null | 19.985307 | null | 8.134614 | null | 19.096463 | 50.723162 | 17.027842 | null | 23.498898 | null | null | null | 3.457046 | null | null | 14.754878 | 14.418244 | null | 9.552247 | null | 33.671063 | 18.806425 | 8.212086 | 4.367742 | 10.324453 | 21.914553 | null | 21.57215 | 8.344629 | null | 6.071554 | 14.025097 | 7.099229 | null | 18.881441 | null | 14.614332 | 13.192227 | 28.46522 | null | 12.616413 | 7.922701 | 20.894693 | 18.026639 | 5.32783 | 11.045423 | 11.848694 |
2,003 | 6.912371 | 19.031776 | null | null | 8.765757 | null | null | 20.454712 | null | 8.104042 | null | 19.350388 | 51.478124 | 17.069315 | null | 23.505318 | null | null | null | 3.423897 | null | null | 14.870981 | 14.444399 | null | 9.607015 | null | 37.307199 | 18.563519 | 8.189503 | 4.445985 | 10.5423 | 22.373401 | null | 21.642935 | 8.332438 | null | 6.038173 | 14.153374 | 7.24437 | null | 18.919622 | null | 14.394091 | 13.216281 | 28.87223 | null | 12.651457 | 8.155781 | 21.421186 | 17.990103 | 5.422227 | 11.231286 | 11.772196 |
2,004 | 6.904218 | 19.551545 | null | null | 9.140284 | null | null | 20.932872 | null | 8.037037 | null | 19.60431 | 51.923207 | 17.123052 | null | 23.519744 | null | null | null | 3.392053 | null | null | 15.00012 | 14.485818 | null | 9.660758 | null | 41.179743 | 18.310933 | 8.168469 | 4.522133 | 10.759167 | 22.829199 | null | 21.712597 | 8.320862 | null | 6.003067 | 14.28581 | 7.310099 | null | 18.960943 | null | 14.275026 | 13.242061 | 29.286199 | null | 12.696148 | 8.3989 | 21.955187 | 17.990613 | 5.527438 | 11.412598 | 11.684596 |
2,005 | 6.891222 | 20.071628 | null | null | 9.52872 | null | null | 21.417903 | null | 8.003608 | null | 19.83638 | 52.268631 | 17.182102 | null | 23.542736 | null | null | null | 3.36128 | null | null | 15.136553 | 14.546784 | null | 9.717055 | null | 36.413982 | 18.054147 | 8.145824 | 4.594833 | 10.974819 | 23.274116 | null | 21.708577 | 8.308278 | null | 5.965786 | 14.422643 | 7.374432 | null | 19.00237 | null | 14.27781 | 13.294604 | 29.705967 | null | 12.727636 | 8.642587 | 22.499282 | 18.122696 | 5.637563 | 11.580885 | 11.613785 |
2,006 | 6.87301 | 20.599368 | null | null | 9.937304 | null | null | 21.917748 | null | 8.005343 | null | 20.069016 | 52.545819 | 17.247506 | null | 23.582785 | null | null | null | 3.331837 | null | null | 15.282273 | 14.595319 | null | 9.776697 | null | 31.835916 | 17.810927 | 8.328922 | 4.665376 | 11.195014 | 23.709609 | null | 21.692189 | 8.294962 | null | 5.927366 | 14.545609 | 7.439195 | null | 19.046696 | null | 14.368031 | 13.40253 | 30.133446 | null | 12.756503 | 8.891795 | 22.359844 | 18.254651 | 5.750701 | 11.735643 | 11.512083 |
2,007 | 6.846092 | 21.128792 | null | null | 10.220131 | null | null | 22.416794 | null | 8.019331 | null | 20.316121 | 52.869263 | 17.31809 | null | 23.638359 | null | null | null | 3.309706 | null | null | 15.436651 | 14.611208 | null | 9.839212 | null | 28.003489 | 17.570286 | 8.517543 | 4.733874 | 11.418776 | 24.130578 | null | 21.679823 | 8.281098 | null | 5.887773 | 14.615151 | 7.505026 | null | 19.09211 | null | 14.460343 | 9.716936 | 30.560364 | null | 12.775811 | 9.149048 | 22.196407 | 18.381333 | 5.865311 | 11.882618 | 11.399917 |
2,008 | 6.809193 | 21.665961 | null | null | 10.399478 | null | null | 22.914796 | null | 8.029368 | null | 20.568278 | 53.392122 | 17.398725 | null | 23.698844 | null | null | null | 3.355783 | null | null | 15.603429 | 14.612365 | null | 9.901954 | null | 25.670249 | 17.320955 | 8.711025 | 4.799671 | 11.648052 | 24.493218 | null | 21.66997 | 8.35541 | null | 5.847468 | 14.685978 | 7.574221 | null | 19.135114 | null | 14.510099 | 10.108253 | 30.967532 | null | 12.769137 | 9.422832 | 22.043342 | 18.500925 | 5.982406 | 12.027533 | 11.301753 |
2,009 | 6.765686 | 22.207778 | null | null | 10.582616 | null | null | 23.4237 | null | 8.032695 | null | 20.807974 | 53.540312 | 17.487565 | null | 23.75451 | null | null | null | 3.403963 | null | null | 15.781068 | 14.609267 | null | 9.965005 | null | 25.809809 | 17.082137 | 8.90757 | 4.863846 | 11.824174 | 24.795217 | null | 21.662409 | 8.442585 | null | 5.806077 | 14.757605 | 7.647057 | null | 19.171852 | null | 14.530324 | 10.559583 | 31.368733 | null | 12.739309 | 9.72624 | 21.898971 | 18.609749 | 6.101208 | 12.176002 | 11.181583 |
2,010 | 6.72048 | 22.753835 | null | null | 10.768962 | null | null | 23.946279 | null | 8.045043 | null | 21.030204 | 53.610321 | 17.580837 | null | 23.803274 | null | null | null | 3.453192 | null | null | 15.975446 | 14.604073 | null | 10.041024 | null | 26.015783 | 16.854049 | 9.111644 | 4.929301 | 11.825159 | 25.086723 | null | 21.65264 | 8.539571 | null | 5.764744 | 14.831315 | 7.725272 | null | 19.205245 | null | 14.547045 | 11.036772 | 31.783304 | null | 12.754919 | 10.032437 | 21.780726 | 18.708942 | 6.222628 | 12.336597 | 11.039956 |
2,011 | 6.67492 | 23.304732 | null | null | 10.955222 | null | null | 24.488205 | null | 8.051825 | null | 21.235183 | 54.161377 | 17.680076 | null | 23.807701 | null | null | null | 3.502841 | null | null | 16.180789 | 14.5963 | null | 10.133021 | null | 25.956119 | 17.385302 | 9.326878 | 4.997274 | 11.82803 | 25.368111 | null | 21.642452 | 8.64444 | null | 5.723933 | 14.906519 | 7.809825 | null | 19.211596 | null | 14.580075 | 11.742003 | 32.189793 | null | 12.819858 | 10.321902 | 21.66883 | 18.802604 | 6.347222 | 12.516412 | 10.882772 |
2,012 | 6.627288 | 23.87207 | null | null | 11.138662 | null | null | 25.04678 | null | 8.060019 | null | 21.429687 | 54.967208 | 17.795471 | null | 23.778753 | null | null | null | 3.554821 | null | null | 16.391251 | 14.592347 | null | 10.240467 | null | 25.998052 | 17.970773 | 9.554885 | 5.068437 | 11.868468 | 25.649275 | null | 21.640356 | 8.760241 | null | 5.680704 | 14.989376 | 7.90034 | null | 19.189985 | null | 14.625039 | 12.253883 | 32.528622 | null | 12.870799 | 10.612062 | 21.572257 | 18.893349 | 6.476543 | 12.709348 | 10.743936 |
2,013 | 6.578242 | 24.457211 | null | null | 11.32557 | null | null | 25.61966 | null | 8.063638 | null | 21.612388 | 55.989326 | 17.927194 | null | 23.735483 | null | null | null | 3.610231 | null | null | 16.610366 | 14.588791 | null | 10.363195 | null | 26.387672 | 17.736431 | 9.791636 | 5.142281 | 11.90788 | 25.963777 | null | 21.649766 | 8.891692 | null | 5.638168 | 15.082626 | 7.990353 | null | 19.112223 | null | 14.680049 | 12.49309 | 32.816303 | null | 12.900271 | 10.894036 | 21.487989 | 18.972269 | 6.6099 | 12.910419 | 10.629616 |
2,014 | 6.528359 | 24.996925 | null | null | 11.519512 | null | null | 26.149451 | null | 8.067221 | null | 21.799107 | 57.038956 | 17.982962 | null | 23.699129 | null | null | null | 3.668021 | null | null | 16.844079 | 14.580564 | null | 10.501431 | null | 26.814251 | 17.519354 | 10.038867 | 5.218945 | 11.919335 | 26.31465 | null | 21.674599 | 9.042066 | null | 5.600053 | 15.190539 | 8.080278 | null | 18.996634 | null | 14.745888 | 12.691969 | 33.107338 | null | 12.878309 | 11.176165 | 21.411853 | 19.052565 | 6.740933 | 13.118658 | 10.520323 |
2,015 | 6.477662 | 24.942313 | null | null | 11.718118 | null | null | 26.660513 | null | 8.102073 | null | 22.006954 | 58.10815 | 17.955373 | null | 23.704884 | null | null | null | 3.72667 | null | null | 17.095227 | 14.564866 | null | 10.653502 | null | 27.252941 | 17.35907 | 10.296593 | 5.299461 | 11.934585 | 26.671884 | null | 21.713672 | 9.212232 | null | 5.561795 | 15.317887 | 8.173172 | null | 18.900147 | null | 14.822523 | 12.912296 | 33.288509 | null | 12.812969 | 11.444842 | 21.338958 | 19.144172 | 6.866194 | 13.337204 | 10.415457 |
2,016 | 6.427397 | 24.896109 | null | null | 11.924542 | null | null | 27.222952 | null | 8.140708 | null | 22.163857 | 59.194269 | 17.925728 | null | 23.725884 | null | null | null | 3.785604 | null | null | 17.359804 | 14.544029 | null | 10.809925 | null | 27.704323 | 17.215731 | 10.564449 | 5.382709 | 11.945305 | 27.036181 | null | 21.749629 | 9.401156 | null | 5.525252 | 15.458719 | 8.269057 | null | 18.821411 | null | 14.894728 | 13.083428 | 33.834305 | null | 12.748829 | 11.702966 | 21.267721 | 19.24125 | 6.976415 | 13.562928 | 10.306662 |
2,017 | 6.37903 | 24.856574 | null | null | 12.143368 | null | null | 27.840794 | null | 8.165818 | null | 22.296096 | 60.295596 | 17.910169 | null | 23.755582 | null | null | null | 3.844351 | null | null | 17.647119 | 14.524742 | null | 10.972403 | null | 28.191321 | 17.061422 | 10.840344 | 5.46824 | 11.953494 | 27.408208 | null | 21.786398 | 9.604957 | null | 5.494768 | 15.609632 | 8.368103 | null | 18.76001 | null | 14.962614 | 13.252512 | 34.491627 | null | 12.631314 | 11.974823 | 21.199905 | 19.348761 | 7.076461 | 13.796129 | 10.193437 |
2,018 | 6.336995 | 24.839957 | null | null | 12.385485 | null | null | 28.491695 | null | 8.186652 | null | 22.498727 | 61.412175 | 17.917073 | null | 23.809371 | null | null | null | 3.905123 | null | null | 17.965212 | 14.50731 | null | 11.153363 | null | 28.683086 | 16.903733 | 11.12346 | 5.557181 | 11.969208 | 27.789339 | null | 21.846402 | 9.432429 | null | 5.470422 | 15.783448 | 8.470823 | null | 18.71513 | null | 15.036594 | 13.471126 | 34.805805 | null | 12.51188 | 12.275796 | 21.138042 | 19.470267 | 7.184632 | 14.041975 | 10.076962 |
2,019 | 6.304085 | 24.848117 | null | null | 12.654928 | null | null | 28.85014 | null | 8.219992 | null | 22.74589 | 62.022419 | 17.942569 | null | 23.864864 | null | null | null | 3.967588 | null | null | 18.173339 | 14.494268 | null | 11.347405 | null | 29.086185 | 16.701374 | 11.376459 | 5.648633 | 12.005313 | 28.179393 | null | 21.930796 | 9.279276 | null | 5.45374 | 15.985262 | 8.569092 | null | 18.694304 | null | 15.111554 | 13.597773 | 34.967346 | null | 12.465749 | 12.554337 | 21.095305 | 19.602578 | 7.297015 | 14.295355 | 9.961851 |
2,020 | 6.284127 | 24.901393 | null | null | 12.944602 | null | null | 29.208222 | null | 8.258772 | null | 22.987472 | 62.619535 | 17.993018 | null | 23.950271 | null | null | null | 4.031107 | null | null | 18.383411 | 14.49589 | null | 11.549529 | null | 29.463946 | 16.536821 | 11.634443 | 5.742431 | 12.055383 | 28.57823 | null | 22.029073 | 9.148881 | null | 5.446788 | 16.210441 | 8.664588 | null | 18.705111 | null | 15.189778 | 13.704779 | 35.124583 | null | 12.457691 | 12.828803 | 21.083472 | 19.752712 | 7.419198 | 14.5552 | 9.853359 |
2,021 | 6.275891 | 24.996435 | null | null | 13.251133 | null | null | 29.564577 | null | 8.27963 | null | 23.231691 | 63.195067 | 18.066375 | null | 24.066845 | null | null | null | 4.098233 | null | null | 18.59548 | 14.522681 | null | 11.768514 | null | 29.832984 | 16.394692 | 11.895447 | 5.840549 | 12.118785 | 28.981637 | null | 22.146948 | 9.051224 | null | 5.451361 | 16.456405 | 8.759762 | null | 18.755153 | null | 15.274686 | 13.825838 | 35.290643 | null | 12.459761 | 13.097006 | 21.111894 | 19.941534 | 7.557046 | 14.823767 | 9.760103 |
2,022 | 6.275556 | 25.122741 | null | null | 13.575827 | null | null | 29.90404 | null | 8.304317 | null | 23.484762 | 63.750766 | 18.14703 | null | 24.182248 | null | null | null | 4.169417 | null | null | 18.811124 | 14.57492 | null | 11.995443 | null | 30.197157 | 16.277156 | 12.155824 | 5.942638 | 12.209019 | 29.361066 | null | 22.279918 | 8.990109 | null | 5.467409 | 16.718073 | 8.851317 | null | 18.843021 | null | 15.369997 | 14.029196 | 35.478004 | null | 12.474503 | 13.367161 | 21.183416 | 20.128202 | 7.718683 | 15.093526 | 9.694036 |
2,023 | 6.285842 | 25.285333 | null | null | 13.914506 | null | null | 30.213871 | null | 8.242242 | null | 23.732999 | 64.276143 | 18.245566 | null | 24.247165 | null | null | null | 4.243157 | null | null | 19.025475 | 14.65372 | null | 12.225656 | null | 30.548162 | 16.196924 | 12.412721 | 6.047606 | 12.324277 | 29.705834 | null | 22.423443 | 8.964423 | null | 5.494038 | 16.992297 | 8.940153 | null | 18.971219 | null | 15.473863 | 14.21939 | 35.67126 | null | 12.677846 | 13.639966 | 21.297756 | 20.289824 | 7.904584 | 15.350586 | 9.65758 |
2,024 | 6.30601 | 25.473976 | null | null | 14.263728 | null | null | 30.507328 | null | 8.156106 | null | 23.986332 | 64.802768 | 18.371209 | null | 24.301037 | null | null | null | 4.318975 | null | null | 19.242357 | 14.765352 | null | 12.468595 | null | 30.917897 | 16.15543 | 12.665952 | 6.155984 | 12.462194 | 30.02568 | null | 22.58797 | 8.975251 | null | 5.535052 | 17.279621 | 9.034096 | null | 19.13558 | null | 15.593098 | 14.344749 | 35.867338 | null | 12.9677 | 13.913686 | 21.468033 | 20.450034 | 8.099207 | 15.595711 | 9.637881 |
Africa: Population in urban agglomerations of more than 1 million (% of total population)
Dataset summary
- This dataset provides values for "Population in urban agglomerations of more than 1 million (% of total population)" across African countries, standardized and made ML-ready.
- Geographic scope: 54 African countries.
- Temporal coverage: 1960–2024 (annual).
- Units: As defined by the World Bank indicator.
Source & licensing
- Source: World Bank – World Development Indicators (WDI), Indicator code:
EN.URB.MCTY.TL.ZS. - License: World Bank Open Data terms. Users are responsible for compliance with the World Bank Data Terms of Use.
Intended uses
- Cross-country analyses and visualization related to urban development and environmental indicators.
- As an input feature for ML models in development, urbanization, and environmental domains.
- Educational and exploratory data analysis.
Use with caution for early years and countries with imputed values.
Processing summary
Missing values in the pivot were handled via:
- Linear interpolation along years (
limit_direction="both") - Forward fill
- Backward fill Countries with no observations across all years remain entirely NaN.
Coverage and data quality notes
- Earliest non-missing observation (across all countries): 1960.
- Countries with no observations (all NaN in pivot):
- Benin, Botswana, Burundi, Cabo Verde, Central African Republic, Comoros, Djibouti, Equatorial Guinea, Eritrea, Eswatini, Gabon, Gambia, The, Guinea-Bissau, Lesotho, Mauritius, Namibia, Sao Tome and Principe, Seychelles, South Sudan.
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