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year
int64
1.96k
2.02k
Algeria
float64
59.3
98.4
Angola
float64
3.04
98.4
Benin
float64
0
4.86
Botswana
float64
0.02
0.98
Burkina Faso
float64
0
14
Burundi
float64
0
3.78
Cabo Verde
float64
0
2.77
Cameroon
float64
0.01
61.6
Central African Republic
float64
0
2.13
Chad
float64
0
10.6
Comoros
float64
0
1.61
Congo, Dem. Rep.
float64
0
8.86
Congo, Rep.
float64
1.05
94.4
Cote d'Ivoire
float64
0
37.2
Djibouti
float64
0.01
6.47
Egypt, Arab Rep.
float64
0.85
68.1
Equatorial Guinea
float64
0.15
15.1
Eritrea
float64
0
0
Eswatini
float64
0.51
3.6
Ethiopia
float64
0
2.86
Gabon
float64
14.1
90
Gambia, The
float64
0
45.7
Ghana
float64
0
40.4
Guinea
float64
0
1.03
Guinea-Bissau
float64
0
0.81
Kenya
float64
0.14
33.4
Lesotho
float64
0
0.15
Liberia
float64
0
4.88
Libya
float64
89.1
100
Madagascar
float64
0
9.64
Malawi
float64
0
0.69
Mali
float64
0
1.49
Mauritania
float64
0
25
Mauritius
float64
0
1.92
Morocco
float64
0.21
7.22
Mozambique
float64
0.57
57.6
Namibia
float64
0.41
3.6
Niger
float64
0
32.9
Nigeria
float64
10.3
99.7
Rwanda
float64
0
1.91
Sao Tome and Principe
float64
0
0.75
Senegal
float64
0.01
37.4
Seychelles
float64
0
82.2
Sierra Leone
float64
0
5.87
Somalia
float64
0
4.82
South Africa
float64
0.92
14.3
South Sudan
float64
Sudan
float64
0
94.6
Tanzania
float64
0.06
4.72
Togo
float64
0
25.9
Tunisia
float64
0.02
54
Uganda
float64
0.01
6.62
Zambia
float64
0.01
4.1
Zimbabwe
float64
0.38
42.4
1,960
59.292765
3.040736
0.117963
0.081263
0.205041
0.005551
0
0.034515
2.131823
3.950352
0.312337
0.000556
7.562595
0.003124
0.265437
6.584851
0.152611
0
0.698798
2.857812
17.440686
0
0
0
0.002624
21.955887
0.017071
0.013861
95.819621
0.017786
0
0.0001
5.582889
0
0.791204
9.005531
2.07032
0.790351
10.298883
0.177546
0.00531
0.041068
0
1.702387
0.003001
0.919419
null
0
4.277771
0.052664
0.019512
0.800433
0.016166
1.306103
1,961
59.292765
3.040736
0.117963
0.081263
0.205041
0.005551
0
0.034515
2.131823
3.950352
0.312337
0.000556
7.562595
0.003124
0.265437
6.584851
0.152611
0
0.698798
2.857812
17.440686
0
0
0
0.002624
21.955887
0.017071
0.013861
95.819621
0.017786
0
0.0001
5.582889
0
0.791204
9.005531
2.07032
0.790351
10.298883
0.177546
0.00531
0.041068
0
1.702387
0.003001
0.919419
null
0
4.277771
0.052664
0.019512
0.800433
0.016166
1.306103
1,962
59.292765
3.040736
0.117963
0.081263
0.205041
0.005551
0
0.034515
2.131823
3.950352
0.312337
0.000556
7.562595
0.003124
0.265437
6.584851
0.152611
0
0.698798
2.857812
17.440686
0
0
0
0.002624
21.955887
0.017071
0.013861
95.819621
0.017786
0
0.0001
5.582889
0
0.791204
9.005531
2.07032
0.790351
10.298883
0.177546
0.00531
0.041068
0
1.702387
0.003001
0.919419
null
0
4.277771
0.052664
0.019512
0.800433
0.016166
1.306103
1,963
59.292765
3.631552
0.105525
0.081263
0.185119
0.005551
0
0.00753
1.44334
0.459276
0.306205
0.110433
3.490414
0.076678
0.265437
6.584851
0.152611
0
0.698798
2.857812
14.512832
0
0.066003
0
0.002624
21.955887
0.017071
0.013861
98.717464
0.012796
0
0.060404
1.077443
0
0.772709
9.005531
2.07032
0.001703
10.990462
0.177546
0.00531
0.015773
0
1.702387
0.039032
0.919419
null
0
4.277771
0.011349
0.027885
0.800433
0.016166
1.306103
1,964
59.292765
4.222368
0.127988
0.081263
0.110452
0.005551
0
0.015212
0.754858
2.556464
0.300073
0.220309
3.179489
0.003168
0.265437
6.584851
0.152611
0
0.698798
2.857812
14.070275
0
1.009923
0
0.002624
21.955887
0.017071
0.013861
99.165739
0.004439
0
1.186894
0.304044
0
0.7491
9.005531
2.07032
0.003835
13.413659
0.177546
0.00531
0.03287
0
1.702387
0.075064
0.919419
null
0
4.277771
0.0189
0.144358
0.800433
0.016166
1.306103
1,965
59.292765
4.813184
0.134451
0.081263
0.00597
0.005551
0
0.055865
0.8293
3.534373
0.293941
0.330185
2.669329
0.010114
0.265437
6.584851
0.152611
0
0.698798
2.857812
15.339467
0
1.029941
0
0.002624
21.955887
0.017071
0.013861
99.403755
0.009371
0
0.350828
0.185157
0
0.585471
9.005531
2.07032
0.123897
25.881656
0.177546
0.00531
0.014664
0
1.702387
0.111095
0.919419
null
0
4.277771
0.016425
0.114993
0.800433
0.016166
1.306103
1,966
59.292765
5.404
0.208814
0.081263
0.089028
0.005665
0
0.020137
0.170004
0.638578
0.287809
0.299073
2.862257
0.01206
0.265437
5.812453
0.152611
0
0.698798
2.857812
15.672094
0
0.561036
0
0.002624
21.955887
0.017071
0.013861
99.622283
0.69017
0
0.036237
0.262863
0
0.299881
9.005531
2.07032
0.618896
33.418308
0.177546
0.00531
0.169967
0
1.702387
0.147127
0.919419
null
0.000002
4.277771
0.036942
6.393596
0.800433
0.016166
1.306103
1,967
65.136365
5.994816
0.067485
0.081263
0.015953
0.005778
0
0.022202
0.432015
0.484663
0.281677
0.267961
1.495413
1.145255
0.265437
3.708829
0.152611
0
0.698798
2.857812
30.227072
0
0.683041
0
0.002624
21.955887
0.017071
0.013861
99.7837
3.82403
0
0.185821
0.348603
0
0.501272
9.005531
2.07032
0.172805
30.844188
0.177546
0.00531
0.034432
0
1.702387
0.110394
0.919419
null
0
4.277771
0.015933
14.859277
0.800433
0.008418
1.306103
1,968
70.979965
6.585632
0.077721
0.081263
0.015989
0.005891
0
0.013153
0.239749
0.001961
0.275546
0.236849
1.969123
0.904788
0.265437
2.903878
0.152611
0
0.698798
2.857812
34.882632
0
0.546169
0
0.002624
21.955887
0.017071
0.009915
99.876946
3.443542
0.012252
0.142733
0.291013
0
0.717319
9.005531
2.07032
0.059052
18.135211
0.177546
0.00531
0.014957
0
1.702387
0.073662
0.919419
null
0.003038
4.277771
0.047375
19.884687
0.800433
0.010501
1.306103
1,969
67.618006
7.176448
0.081372
0.081263
0.006442
0.006005
0
0.032958
0.300228
0.006981
0.269414
0.205737
1.509922
0.891384
0.265437
2.979553
0.152611
0
0.698798
2.857812
35.304543
0
0.687929
0
0.002624
21.955887
0.017071
0.005968
99.882486
3.578801
0.049499
1.056224
0.182992
0
0.318086
9.005531
2.07032
0.212027
42.568311
0.177546
0.00531
2.453715
0
1.702387
0.03693
0.919419
null
0.231148
4.277771
0.078818
26.02689
0.800433
0.012584
1.306103
1,970
70.236468
13.384684
0.152456
0.081263
0.010791
0.006118
0
0.040597
0.189192
0.065465
0.263282
0.174625
1.05072
0.61948
0.265437
4.775027
0.152611
0
0.698798
2.857812
42.611847
0
0.153681
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0.002624
21.955887
0.017071
0.002022
99.917596
3.865129
0.056514
0.090527
0.074971
0
0.382866
9.005531
2.07032
0.015691
58.148323
0.177546
0.00531
2.946466
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1.702387
0.000197
0.919419
null
0.356189
4.277771
0.042362
27.225523
0.800433
0.014667
1.306103
1,971
74.852037
19.947138
0.013172
0.081263
0.023399
0.006232
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0.04748
0.135379
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0.25715
1.581718
1.209442
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0.698798
2.857812
45.170446
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21.955887
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9.005531
2.07032
0.037284
74.471602
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1.702387
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0.919419
null
0.781061
4.277771
0.007547
27.795633
0.800433
0.029516
1.306103
1,972
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null
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null
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4.277771
0.004311
31.835959
0.800433
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1.306103
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null
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1.306103
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null
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null
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5.15871
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null
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41.88563
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null
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null
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11.334883
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0.39157
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100
5.96422
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5.722155
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4.84553
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2.07032
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4.525242
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3.783854
null
0.954532
4.721204
25.943715
52.488279
0.626363
1.253406
1.306103
1,981
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2.121159
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0.47411
1.117782
10.355617
null
85.956419
0.129027
1.248225
12.934485
1.666636
0.844028
1.124181
2,006
98.053114
97.076831
0.381017
0.139035
5.762784
0
0
61.610611
0.013485
7.942934
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null
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null
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null
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null
84.952561
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0
0.508343
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0
40.42194
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96.273937
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1.290618
1.107391
89.126527
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0
14.731078
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10.535512
null
82.485132
0.757163
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14.552246
5.745238
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2,012
98.40041
98.370169
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84.038973
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14.251604
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11.422001
null
0.00543
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1.844953
16.780364
6.618809
1.3139
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2,013
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98.21726
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87.8733
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1.117782
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7.692625
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12.94179
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26.184088
94.113791
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null
14.304698
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5.689626
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96.11156
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87.039292
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14.304698
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14.304698
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96.11156
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96.11156
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96.11156
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14.304698
3.571183
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2.911215

Africa: Fuel exports (% of merchandise exports)

Dataset summary

  • This dataset provides values for "Fuel exports (% of merchandise exports)" 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: TX.VAL.FUEL.ZS.UN.
  • 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): 1962.
  • Countries with no observations (all NaN in pivot):
    • South Sudan.
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