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year int64 1.96k 2.02k | Algeria float64 -425.83 -125.09 | Angola float64 -910.84 -353.97 | Benin float64 -5.98 49.3 | Botswana float64 23.7 50.5 | Burkina Faso float64 | Burundi float64 | Cabo Verde float64 | Cameroon float64 -122.15 -13.26 | Central African Republic float64 | Chad float64 -378.63 4.52 | Comoros float64 | Congo, Dem. Rep. float64 -7.03 1.6 | Congo, Rep. float64 -1,939.35 -347.42 | Cote d'Ivoire float64 -24.06 26.6 | Djibouti float64 | Egypt, Arab Rep. float64 -67.72 19.1 | Equatorial Guinea float64 -3,300.15 -37.56 | Eritrea float64 33 47.4 | Eswatini float64 5.7 31.5 | Ethiopia float64 3.08 12 | Gabon float64 -1,393.14 -172.01 | Gambia, The float64 | Ghana float64 -43.17 49.3 | Guinea float64 | Guinea-Bissau float64 | Kenya float64 16.8 25.7 | Lesotho float64 | Liberia float64 | Libya float64 -645.48 -74.02 | Madagascar float64 11.4 16.4 | Malawi float64 | Mali float64 | Mauritania float64 | Mauritius float64 | Morocco float64 81.3 104 | Mozambique float64 -123.06 6.7 | Namibia float64 59.9 77.5 | Niger float64 -8.36 20 | Nigeria float64 -333.4 -66.29 | Rwanda float64 2.32 10.6 | Sao Tome and Principe float64 | Senegal float64 48.7 72 | Seychelles float64 | Sierra Leone float64 | Somalia float64 | South Africa float64 -36.57 -2.23 | South Sudan float64 -1,055.23 -171.54 | Sudan float64 -122.94 20.8 | Tanzania float64 5.93 14.6 | Togo float64 15.1 18 | Tunisia float64 -31.46 57.8 | Uganda float64 2.96 24.1 | Zambia float64 6.4 12.9 | Zimbabwe float64 8.89 23.9 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,960 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,961 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,962 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,963 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,964 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,965 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,966 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,967 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,968 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,969 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,970 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,971 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,972 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,973 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,974 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,975 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,976 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,977 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,978 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,979 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,980 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,981 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,982 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,983 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,984 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,985 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,986 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,987 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,988 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,989 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,990 | -348.578942 | -381.650058 | -5.537029 | 47.927469 | null | null | null | -122.14732 | null | 3.194343 | null | -0.754581 | -1,002.123464 | 25.079007 | null | -61.776339 | -37.55812 | 44.788633 | 15.441048 | 5.712783 | -1,029.218298 | null | 18.250712 | null | null | 20.743956 | null | null | -551.623037 | 12.485439 | null | null | null | null | 85.346592 | 6.347275 | 59.924636 | 14.121005 | -284.446281 | 2.93464 | null | 50.200388 | null | null | null | -25.174869 | -171.540421 | -2.84274 | 9.94701 | 15.142197 | -17.528894 | 3.574737 | 10.794763 | 8.889214 |
1,991 | -334.604202 | -392.000951 | -5.979046 | 47.927469 | null | null | null | -114.058531 | null | 3.194343 | null | -1.661175 | -944.828588 | 26.590766 | null | -61.853468 | -37.55812 | 44.788633 | 15.441048 | 5.679872 | -1,149.002604 | null | 16.296781 | null | null | 19.447901 | null | null | -617.365715 | 13.378417 | null | null | null | null | 81.28936 | 5.857265 | 59.924636 | 14.121005 | -276.551942 | 2.815862 | null | 48.735695 | null | null | null | -24.21718 | -171.540421 | -2.84274 | 9.629309 | 15.142197 | -31.456303 | 3.577428 | 7.403594 | 10.408644 |
1,992 | -331.517827 | -432.818869 | -2.144446 | 47.927469 | null | null | null | -112.079988 | null | 3.194343 | null | -1.765549 | -1,056.065641 | 26.186826 | null | -66.249497 | -37.55812 | 44.788633 | 15.441048 | 3.075919 | -1,056.919696 | null | 16.240893 | null | null | 19.42611 | null | null | -588.78192 | 12.706497 | null | null | null | null | 88.061274 | 6.329434 | 64.244836 | 14.121005 | -270.610306 | 3.073984 | null | 55.072425 | null | null | null | -27.776603 | -171.540421 | -2.84274 | 8.45476 | 15.142197 | -25.724206 | 3.405032 | 10.496034 | 12.114918 |
1,993 | -331.869428 | -378.007522 | -2.740503 | 47.927469 | null | null | null | -97.988223 | null | 3.194343 | null | -1.747642 | -1,153.397633 | 25.63444 | null | -65.845201 | -37.55812 | 40.009853 | 15.441048 | 3.790413 | -1,088.745997 | null | 15.294151 | null | null | 21.220409 | null | null | -530.272368 | 12.677836 | null | null | null | null | 86.295838 | 6.698352 | 68.731266 | 14.121005 | -274.482145 | 3.290635 | null | 49.676715 | null | null | null | -28.181147 | -171.540421 | -2.84274 | 8.42417 | 15.142197 | -6.903121 | 3.359018 | 7.284279 | 12.846735 |
1,994 | -330.517144 | -402.654159 | -1.210295 | 47.927469 | null | null | null | -89.597448 | null | 3.194343 | null | -5.091964 | -1,251.641872 | 25.420654 | null | -67.716874 | -37.55812 | 47.397129 | 15.441048 | 4.24624 | -1,393.138461 | null | 18.540765 | null | null | 21.354579 | null | null | -464.456388 | 16.302337 | null | null | null | null | 87.460499 | 6.353964 | 74.847726 | 14.121005 | -314.286532 | 3.130562 | null | 59.746389 | null | null | null | -27.484011 | -171.540421 | -2.84274 | 7.067958 | 15.142197 | 4.375927 | 2.958445 | 7.605664 | 14.139799 |
1,995 | -338.138198 | -461.618012 | 0.952873 | 47.927469 | null | null | null | -76.607857 | null | 3.194343 | null | -5.354997 | -1,148.276988 | 20.892431 | null | -60.071957 | -71.978955 | 40.601288 | 15.441048 | 4.616708 | -1,355.37037 | null | 17.818749 | null | null | 18.857816 | null | null | -449.395261 | 13.051421 | null | null | null | null | 88.34463 | 6.336548 | 71.046602 | 14.121005 | -318.815297 | 2.733547 | null | 49.730422 | null | null | null | -26.685466 | -171.540421 | -2.84274 | 9.513958 | 15.142197 | 2.062178 | 3.800511 | 8.170525 | 16.693402 |
1,996 | -377.433718 | -493.92883 | 11.500838 | 47.927469 | null | null | null | -77.330023 | null | 3.194343 | null | -5.319874 | -1,364.989921 | 14.080341 | null | -46.321003 | -405.547675 | 42.539849 | 15.441048 | 4.804174 | -1,310.897929 | null | 20.030784 | null | null | 17.940934 | null | null | -428.532676 | 14.106297 | null | null | null | null | 84.649681 | 6.048029 | 75.759707 | 14.121005 | -328.646452 | 2.623621 | null | 53.723225 | null | null | null | -24.434041 | -171.540421 | -2.84274 | 8.787964 | 15.142197 | -0.535728 | 3.871541 | 8.787493 | 17.358542 |
1,997 | -403.689618 | -515.620218 | 16.260528 | 47.927469 | null | null | null | -82.912802 | null | 3.194343 | null | -5.061216 | -1,633.876436 | 11.050065 | null | -38.207665 | -1,422.954704 | 33.015342 | 15.441048 | 4.48802 | -1,309.476351 | null | 21.724577 | null | null | 21.216438 | null | null | -427.433112 | 14.964017 | null | null | null | null | 89.250384 | 6.250843 | 77.463382 | 14.121005 | -333.399616 | 2.317975 | null | 54.019058 | null | null | null | -27.757457 | -171.540421 | -2.84274 | 8.354626 | 15.142197 | 0.578946 | 3.790449 | 6.612468 | 18.562124 |
1,998 | -407.938405 | -547.756097 | 16.957243 | 47.927469 | null | null | null | -86.7051 | null | 3.194343 | null | -4.594543 | -1,777.650618 | 11.343933 | null | -30.314672 | -1,983.86182 | 33.268828 | 16.835116 | 4.672931 | -1,158.637829 | null | 28.046957 | null | null | 24.153121 | null | null | -429.498923 | 16.407092 | null | null | null | null | 89.337506 | 1.304093 | 74.896912 | 14.121005 | -302.141538 | 4.167288 | null | 59.660252 | null | null | null | -21.68588 | -171.540421 | -2.84274 | 7.13615 | 15.142197 | -0.927894 | 4.446713 | 8.74871 | 18.538387 |
1,999 | -411.866496 | -522.047015 | 23.283169 | 47.927469 | null | null | null | -80.50566 | null | 3.194343 | null | -5.876258 | -1,939.345248 | 17.076744 | null | -31.285203 | -2,205.832131 | 33.522315 | 12.822048 | 4.857843 | -1,059.818588 | null | 28.591495 | null | null | 24.652186 | null | null | -382.273935 | 15.360799 | null | null | null | null | 88.020804 | -2.127734 | 73.330563 | 14.121005 | -297.5127 | 4.152561 | null | 61.252185 | null | null | null | -28.206951 | -171.540421 | -2.84274 | 5.934455 | 15.142197 | 8.511064 | 4.540796 | 6.40281 | 16.865693 |
2,000 | -425.828282 | -546.644969 | 28.09771 | 47.927469 | null | null | null | -75.231121 | null | 3.194343 | null | -6.762795 | -1,931.329348 | 14.60034 | null | -23.175986 | -2,382.887701 | 33.775802 | 14.578679 | 5.042754 | -917.46671 | null | 31.973403 | null | null | 25.669568 | null | null | -378.510316 | 15.906687 | null | null | null | null | 90.137099 | -0.269456 | 68.657022 | 14.121005 | -317.890043 | 6.865787 | null | 63.756698 | null | null | null | -29.819031 | -171.540421 | -49.232877 | 6.487984 | 15.142197 | 11.133847 | 4.90636 | 6.763627 | 20.977561 |
2,001 | -406.355962 | -487.014262 | 29.872469 | 47.927469 | null | null | null | -65.993056 | null | 3.738182 | null | -7.026049 | -1,590.599034 | 11.590095 | null | -17.843202 | -3,300.147262 | 34.029289 | 18.588557 | 5.227666 | -794.032131 | null | 34.209959 | null | null | 22.615635 | null | null | -351.551168 | 15.313148 | null | null | null | null | 94.801273 | 0.928478 | 72.802618 | 14.121005 | -314.401663 | 6.929653 | null | 65.819204 | null | null | null | -33.133822 | -171.540421 | -55.999112 | 7.041513 | 15.142197 | 21.359398 | 4.9906 | 6.877839 | 19.596758 |
2,002 | -391.557488 | -575.45428 | 31.955106 | 47.927469 | null | null | null | -65.53435 | null | 4.520088 | null | -6.308891 | -1,524.661085 | 9.243255 | null | -19.27996 | -2,747.507468 | 34.282776 | 12.062668 | 5.412577 | -644.95583 | null | 38.861998 | null | null | 19.115308 | null | null | -337.416181 | 11.381809 | null | null | null | null | 88.157466 | -0.953834 | 68.935098 | 14.121005 | -261.485161 | 8.093674 | null | 57.56621 | null | null | null | -36.568382 | -171.540421 | -61.390894 | 7.595041 | 15.142197 | 20.193836 | 4.820869 | 7.789009 | 18.500645 |
2,003 | -401.857557 | -520.181045 | 34.470607 | 47.927469 | null | null | null | -57.267994 | null | -72.142562 | null | -6.343372 | -1,166.24757 | -0.007962 | null | -19.322625 | -2,902.192683 | 34.536262 | 9.346057 | 5.597489 | -575.912051 | null | 39.728333 | null | null | 16.760968 | null | null | -368.641054 | 11.931268 | null | null | null | null | 91.416252 | 5.283599 | 70.740398 | 14.121005 | -284.289425 | 7.030011 | null | 66.462291 | null | null | null | -28.992877 | -171.540421 | -71.926267 | 8.14857 | 15.142197 | 24.904729 | 4.811745 | 8.595627 | 15.74664 |
2,004 | -405.295674 | -590.353278 | 35.089418 | 47.927469 | null | null | null | -51.692941 | null | -378.634524 | null | -6.532487 | -1,135.59947 | -1.706985 | null | -11.467272 | -1,182.990171 | 34.789749 | 5.697569 | 5.7824 | -507.734548 | null | 38.738717 | null | null | 20.398914 | null | null | -419.067724 | 11.639574 | null | null | null | null | 83.343074 | -7.391115 | 69.030213 | 14.121005 | -323.223858 | 6.788771 | null | 64.284833 | null | null | null | -23.186774 | -171.540421 | -82.117885 | 8.702098 | 15.142197 | 23.558411 | 4.808106 | 9.325113 | 12.468401 |
2,005 | -412.442986 | -812.883915 | 35.847037 | 47.927469 | null | null | null | -48.45375 | null | -370.793612 | null | -4.962456 | -1,152.231289 | -7.292621 | null | -22.49185 | -1,124.474555 | 34.789749 | 8.774011 | 5.967312 | -423.226903 | null | 40.322233 | null | null | 20.168382 | null | null | -436.827799 | 12.623092 | null | null | null | null | 86.81927 | -18.02918 | 69.125962 | 13.25444 | -288.28096 | 7.77494 | null | 71.029545 | null | null | null | -26.437969 | -171.540421 | -77.103348 | 9.255627 | 15.142197 | 21.248068 | 5.792009 | 9.3884 | 14.298948 |
2,006 | -373.289326 | -818.589834 | 39.107901 | 47.927469 | null | null | null | -51.024657 | null | -325.092119 | null | -4.112798 | -998.366976 | -24.056513 | null | -20.940594 | -1,313.050173 | 34.789749 | 10.887432 | 6.152223 | -335.180288 | null | 45.642425 | null | null | 20.762901 | null | null | -534.24749 | 12.712888 | null | null | null | null | 87.458485 | -20.99052 | 70.023358 | 13.097376 | -294.185944 | 7.625475 | null | 72.008734 | null | null | null | -23.629411 | -171.540421 | -78.908179 | 9.809155 | 15.142197 | 27.251021 | 6.779479 | 8.927873 | 14.550008 |
2,007 | -346.120701 | -905.051352 | 41.801795 | 47.927469 | null | null | null | -48.753263 | null | -290.731184 | null | -3.691559 | -892.291058 | -12.821686 | null | -19.334967 | -1,282.710177 | 34.789749 | 10.829493 | 6.337135 | -307.149789 | null | 48.117387 | null | null | 20.326223 | null | null | -645.477466 | 12.802685 | null | null | null | null | 91.897611 | -25.031741 | 69.304678 | 15.843983 | -295.574714 | 7.039872 | null | 67.826782 | null | null | null | -14.456172 | -171.540421 | -122.936166 | 10.362684 | 15.142197 | 15.437965 | 8.125181 | 8.565692 | 13.496064 |
2,008 | -331.682169 | -910.835918 | 42.256518 | 47.927469 | null | null | null | -48.308925 | null | -248.333253 | null | -3.394833 | -875.817051 | -13.484114 | null | -21.084781 | -1,423.655796 | 34.789749 | 10.276989 | 6.522046 | -264.253764 | null | 47.467285 | null | null | 21.521094 | null | null | -562.96853 | 12.892481 | null | null | null | null | 89.618584 | -27.671039 | 70.101237 | 15.243805 | -257.74781 | 6.851912 | null | 69.704454 | null | null | null | -7.859234 | -171.540421 | -113.858624 | 10.916212 | 15.142197 | 23.514421 | 7.944797 | 10.393538 | 10.978808 |
2,009 | -273.868653 | -775.821354 | 44.71661 | 47.927469 | null | null | null | -31.552409 | null | -217.458326 | null | -3.475266 | -922.442644 | -15.865259 | null | -16.96922 | -1,274.824598 | 34.789749 | 12.967949 | 6.706958 | -240.008746 | null | 47.860932 | null | null | 22.637581 | null | null | -466.668732 | 12.982278 | null | null | null | null | 93.605032 | -25.20917 | 70.965973 | 17.743276 | -270.908247 | 6.76318 | null | 49.745567 | null | null | null | -2.231683 | -171.540421 | -110.749524 | 11.469741 | 15.142197 | 19.068419 | 8.382507 | 9.78868 | 10.351034 |
2,010 | -268.123826 | -745.524557 | 49.305667 | 47.927469 | null | null | null | -23.200884 | null | -225.612876 | null | -2.183274 | -934.279526 | -10.283548 | null | -15.286009 | -1,169.226198 | 34.789749 | 12.851158 | 6.891869 | -243.263321 | null | 49.273944 | null | null | 22.55788 | null | null | -404.483696 | 13.072074 | null | null | null | null | 95.927097 | -28.806134 | 75.53256 | 20.02335 | -225.738129 | 6.714903 | null | 53.034808 | null | null | null | -13.730698 | -171.540421 | -121.692817 | 12.023269 | 15.142197 | 20.132781 | 8.880496 | 9.937689 | 10.591566 |
2,011 | -243.485766 | -646.021743 | 48.942998 | 50.519594 | null | null | null | -13.258851 | null | -183.961858 | null | -1.477472 | -632.162691 | -6.364434 | null | -9.093645 | -1,056.050145 | 34.789749 | 23.419503 | 7.076781 | -274.270802 | null | 7.614567 | null | null | 22.999881 | null | null | -95.193919 | 13.16187 | null | null | null | null | 95.435533 | -21.513672 | 75.646125 | 9.941782 | -184.425083 | 7.191476 | null | 52.86284 | null | null | null | -11.638097 | -171.540421 | -104.23637 | 12.576798 | 15.142197 | 25.565583 | 9.326708 | 10.889454 | 18.291797 |
2,012 | -209.6286 | -604.183229 | 48.580328 | 46.854629 | null | null | null | -15.07492 | null | -117.292747 | null | -0.985375 | -537.706372 | 1.629628 | null | -3.822238 | -1,080.406388 | 34.789749 | 26.477995 | 7.417001 | -296.871094 | null | 7.754661 | null | null | 20.946026 | null | null | -366.891782 | 13.251667 | null | null | null | null | 103.803754 | -32.040177 | 73.554204 | -0.139787 | -200.699297 | 7.787008 | null | 51.244563 | null | null | null | -18.19489 | -171.540421 | -14.335531 | 13.130327 | 15.142197 | 29.382199 | 9.061939 | 10.956036 | 19.245346 |
2,013 | -186.271618 | -608.40671 | 48.217659 | 45.521193 | null | null | null | -18.262819 | null | -132.264874 | null | -0.36307 | -453.849704 | 6.066066 | null | 0.751916 | -823.946273 | 34.789749 | 19.11631 | 8.228091 | -189.752645 | null | -6.852176 | null | null | 20.372987 | null | null | -282.822574 | 13.341463 | null | null | null | null | 99.661036 | -38.854847 | 76.675506 | -4.097801 | -169.489468 | 8.122336 | null | 58.479859 | null | null | null | -18.826931 | -667.76769 | 1.129904 | 14.049807 | 15.142197 | 33.200005 | 8.64968 | 10.746531 | 20.563965 |
2,014 | -171.459781 | -637.730287 | 47.854989 | 37.335962 | null | null | null | -19.664629 | null | -138.614118 | null | 0.437925 | -459.956438 | 7.717424 | null | 8.092744 | -906.976583 | 34.789749 | 22.699617 | 9.159514 | -195.266302 | null | -7.691798 | null | null | 21.250975 | null | null | -74.021661 | 13.43126 | null | null | null | null | 102.787518 | -44.254345 | 74.664036 | -3.838748 | -167.997067 | 8.457664 | null | 59.995142 | null | null | null | -12.861095 | -1,055.226791 | 2.035653 | 13.033992 | 15.142197 | 39.150723 | 8.90326 | 10.121311 | 18.158578 |
2,015 | -158.925682 | -568.890998 | 47.492319 | 34.929685 | null | null | null | -27.961788 | null | -144.963363 | null | -0.006905 | -420.174404 | 3.207896 | null | 12.75079 | -988.30267 | 34.789749 | 23.270679 | 9.360817 | -203.76402 | null | -6.410227 | null | null | 21.593434 | null | null | -78.202535 | 13.521056 | null | null | null | null | 96.036653 | -44.355366 | 77.541285 | -0.334914 | -184.449187 | 9.129051 | null | 68.981073 | null | null | null | -17.77962 | -801.694534 | 4.16987 | 14.637671 | 15.142197 | 45.182604 | 9.169312 | 12.865234 | 18.295154 |
2,016 | -178.809783 | -599.543342 | 47.12965 | 36.345923 | null | null | null | -27.952799 | null | -151.312607 | null | -0.520958 | -395.355109 | 5.100077 | null | 19.059595 | -744.869926 | 34.789749 | 25.707921 | 10.21686 | -199.619906 | null | 5.714782 | null | null | 22.249636 | null | null | -75.233249 | 13.610853 | null | null | null | null | 94.925097 | -73.747221 | 76.785714 | -2.752459 | -139.576546 | 9.070793 | null | 68.359503 | null | null | null | -14.391988 | -827.100068 | 5.679396 | 14.079126 | 15.142197 | 47.554805 | 22.048033 | 12.933613 | 20.515526 |
2,017 | -169.879215 | -564.384879 | 46.76698 | 31.89868 | null | null | null | -20.564834 | null | -157.661852 | null | -0.327631 | -463.760833 | 3.014724 | null | 14.038974 | -780.572064 | 34.789749 | 29.76289 | 10.520502 | -195.86134 | null | -37.033115 | null | null | 23.22572 | null | null | -172.417317 | 13.700649 | null | null | null | null | 95.127932 | -123.059394 | 73.892939 | -8.357413 | -151.927045 | 9.855538 | null | 63.923478 | null | null | null | -15.519681 | -962.533675 | 9.259198 | 12.901648 | 15.142197 | 52.362138 | 21.775113 | 10.879017 | 22.227173 |
2,018 | -152.180719 | -558.350771 | 46.404311 | 30.949012 | null | null | null | -24.050145 | null | -171.727077 | null | 0.182445 | -548.500698 | 7.79211 | null | 4.997151 | -517.425219 | 34.789749 | 29.10896 | 11.236527 | -172.01353 | null | -33.651271 | null | null | 23.193024 | null | null | -249.996348 | 13.700649 | null | null | null | null | 96.286828 | -110.812961 | 77.542121 | -4.311691 | -170.338239 | 10.017959 | null | 70.323593 | null | null | null | -17.17356 | -859.453464 | 16.263728 | 12.790612 | 18.040399 | 54.461076 | 22.122221 | 9.335838 | 23.868661 |
2,019 | -133.352746 | -488.932843 | 46.041641 | 33.186239 | null | null | null | -31.903384 | null | -204.99154 | null | 0.613652 | -511.229927 | 4.601046 | null | -0.531265 | -499.986527 | 34.789749 | 31.47877 | 12.044912 | -210.225102 | null | -43.168048 | null | null | 22.987363 | null | null | -228.660159 | 13.700649 | null | null | null | null | 92.427284 | -82.456795 | 71.534119 | -2.624497 | -145.342626 | 9.994403 | null | 70.184382 | null | null | null | -13.346639 | -1,023.893698 | 15.655636 | 13.136835 | 18.040399 | 57.840138 | 22.000515 | 11.17534 | 21.200162 |
2,020 | -125.094885 | -474.846561 | 46.633622 | 30.85959 | null | null | null | -31.243405 | null | -203.009166 | null | 0.472146 | -452.508491 | 8.143786 | null | -0.068342 | -542.232094 | 34.789749 | 26.880352 | 9.525699 | -205.649071 | null | -35.645639 | null | null | 21.198494 | null | null | -143.177265 | 13.700649 | null | null | null | null | 90.73217 | -63.540993 | 63.897133 | -3.411816 | -111.878018 | 8.485399 | null | 62.067549 | null | null | null | -19.664236 | -1,010.198458 | 17.608228 | 12.952306 | 18.040399 | 55.323618 | 24.099112 | 9.007172 | 17.352023 |
2,021 | -137.103047 | -373.796632 | 42.756759 | 30.181619 | null | null | null | -29.7632 | null | -176.63058 | null | 0.455952 | -391.393115 | 13.230067 | null | 3.958431 | -418.311359 | 34.789749 | 25.438085 | 11.144845 | -190.115103 | null | -25.733129 | null | null | 22.807837 | null | null | -328.080933 | 13.700649 | null | null | null | null | 91.308665 | -74.311435 | 65.49142 | -2.665638 | -82.297076 | 9.238809 | null | 66.428571 | null | null | null | -13.375892 | -901.091591 | 20.834014 | 13.717529 | 18.040399 | 53.307189 | 21.084565 | 9.736 | 9.322581 |
2,022 | -127.116948 | -353.971819 | 40.90317 | 23.681778 | null | null | null | -28.712684 | null | -177.762641 | null | 1.596266 | -347.419865 | 14.378609 | null | 9.250543 | -422.769234 | 34.789749 | 20.552956 | 10.792496 | -187.59703 | null | -22.365652 | null | null | 22.490868 | null | null | -249.727008 | 13.700649 | null | null | null | null | 94.002012 | -106.352427 | 60.499899 | 5.405579 | -66.288101 | 10.579323 | null | 69.386392 | null | null | null | -10.940158 | -859.502809 | 18.856811 | 12.933856 | 18.040399 | 53.140029 | 20.489515 | 9.030019 | 16.975713 |
2,023 | -127.116948 | -353.971819 | 40.90317 | 23.681778 | null | null | null | -28.712684 | null | -177.762641 | null | 1.596266 | -347.419865 | 14.378609 | null | 9.250543 | -422.769234 | 34.789749 | 20.552956 | 10.792496 | -187.59703 | null | -22.365652 | null | null | 22.555917 | null | null | -249.727008 | 13.700649 | null | null | null | null | 94.002012 | -106.352427 | 60.499899 | 5.405579 | -66.288101 | 10.579323 | null | 69.386392 | null | null | null | -10.940158 | -859.502809 | 18.856811 | 12.933856 | 18.040399 | 53.140029 | 20.489515 | 9.030019 | 16.975713 |
2,024 | -127.116948 | -353.971819 | 40.90317 | 23.681778 | null | null | null | -28.712684 | null | -177.762641 | null | 1.596266 | -347.419865 | 14.378609 | null | 9.250543 | -422.769234 | 34.789749 | 20.552956 | 10.792496 | -187.59703 | null | -22.365652 | null | null | 22.555917 | null | null | -249.727008 | 13.700649 | null | null | null | null | 94.002012 | -106.352427 | 60.499899 | 5.405579 | -66.288101 | 10.579323 | null | 69.386392 | null | null | null | -10.940158 | -859.502809 | 18.856811 | 12.933856 | 18.040399 | 53.140029 | 20.489515 | 9.030019 | 16.975713 |
Energy imports net percentage of energy use africa | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: climate_environment - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect structured evidence, build reproducible workflows, and compare patterns across domains.
Dataset context from the existing Hugging Face card: Africa: Energy imports, net (% of energy use) Dataset summary This dataset provides values for "Energy imports, net (% of energy use)" 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: EG.IMP.CONS.ZS. License: World Bank Open Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Energy-imports-net-percentage-of-energy-use-africa.
Dataset Profile
| Field | Value |
|---|---|
| Hugging Face repo | electricsheepafrica/Energy-imports-net-percentage-of-energy-use-africa |
| Sector | climate_environment |
| Topic tags | climate, energy, import |
| Modalities | tabular |
| Formats | csv |
| Size category | n<1K |
| Countries | Africa-wide or source-defined African coverage |
| ISO3 coverage | not declared |
| Last modified on HF | 2025-08-17 10:58:20+00:00 |
| Inventory snapshot | 2026-07-16T16:00:34Z |
How To Read This Dataset
- Start from the repository files and the dataset viewer when available.
- Treat the README context as a fast orientation layer; confirm variable definitions and units in the data files before modeling.
- Use explicit country columns when present. When geography is only implied by the title or source metadata, document that assumption in downstream analysis.
- Preserve missing values until you have a defensible imputation rule.
Usage
from datasets import load_dataset
ds = load_dataset("electricsheepafrica/Energy-imports-net-percentage-of-energy-use-africa")
print(ds)
split_name = next(iter(ds))
table = ds[split_name]
print(table.features)
print(table[:3])
Convert To Pandas When Tabular
from datasets import Dataset
first_split = ds[next(iter(ds))]
if isinstance(first_split, Dataset):
df = first_split.to_pandas()
print(df.head())
Data Quality Notes
- This card was standardized from the Electric Sheep Africa Hugging Face metadata inventory.
- Exact schema, row counts, and source files should be inspected in the repository data files.
- Metadata gaps from the inventory: country, upstream_publisher.
- Do not infer policy meaning from labels alone; confirm definitions, units, and methods in the source material.
Source And Provenance
- Source context: World Bank
- Publisher/source attribution: World Bank open data
- License: gpl
- Hugging Face URL: https://huggingface.co/datasets/electricsheepafrica/Energy-imports-net-percentage-of-energy-use-africa
- Inventory retrieved at:
2026-07-16T16:00:34Z
Suggested Analyses
- Inspect schema and missingness before modeling.
- Profile variables by geography, time, and subgroup columns where present.
- Join with other Electric Sheep Africa datasets using explicit country, year, and indicator fields when available.
- Build reproducible notebooks that cite both the original source context and the Electric Sheep Africa Hugging Face repo.
Citation
@misc{electric_sheep_africa_energy_imports_net_percentage_of_energy_use_africa_2026,
title = {Energy imports net percentage of energy use africa | Africa (World Bank)},
author = {World Bank open data},
year = {2026},
url = {https://huggingface.co/datasets/electricsheepafrica/Energy-imports-net-percentage-of-energy-use-africa},
publisher = {Hugging Face Datasets, engineered by Electric Sheep Africa},
howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/Energy-imports-net-percentage-of-energy-use-africa}}
}
License
Released under gpl.
Original source rights remain with the original publisher or data provider. Electric Sheep Africa engineering standardizes discovery metadata, documentation, and usage guidance for analysis on Hugging Face.
About Electric Sheep Africa
Electric Sheep Africa publishes ML-ready African public datasets on Hugging Face.
Provenance: metadata-backed README standardized 2026-08-12 by the Electric Sheep Africa README system. Inventory source: catalog/esa_metadata_inventory/master_metadata.jsonl.
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