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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
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2,007
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| -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
|
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 terms. Users are responsible for compliance with the World Bank Data Terms of Use.
Intended uses
- Cross-country analyses and visualization related to trade, logistics, and economic indicators.
- As an input feature for ML models in trade, development, and economic 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): 1990.
- Countries with no observations (all NaN in pivot):
- Burkina Faso, Burundi, Cabo Verde, Central African Republic, Comoros, Djibouti, Gambia, The, Guinea, Guinea-Bissau, Lesotho, Liberia, Malawi, Mali, Mauritania, Mauritius, Sao Tome and Principe, Seychelles, Sierra Leone, Somalia.
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