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stringlengths
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Country Code
stringlengths
3
3
1960
float64
0
44.5
1961
float64
0
44.5
1962
float64
0
44.5
1963
float64
0
44.5
1964
float64
0
44.5
1965
float64
0
44.5
1966
float64
0
44.5
1967
float64
0
44.5
1968
float64
0
44.5
1969
float64
0
44.5
1970
float64
0
44.5
1971
float64
0
44.5
1972
float64
0
44.5
1973
float64
0
44.5
1974
float64
0
44.5
1975
float64
0
44.5
1976
float64
0
44.5
1977
float64
0
47.2
1978
float64
0
46.6
1979
float64
0
46.4
1980
float64
0
79.7
1981
float64
0
54.7
1982
float64
0
61.5
1983
float64
0
46.5
1984
float64
0.02
47.5
1985
float64
0.02
48.1
1986
float64
0.05
57.4
1987
float64
0.02
60.5
1988
float64
0.02
51.2
1989
float64
0.04
69.4
1990
float64
0.03
53
1991
float64
0.02
53
1992
float64
0.01
94.9
1993
float64
0.01
72.9
1994
float64
0.01
94.9
1995
float64
0.02
91.6
1996
float64
0.01
78.8
1997
float64
0.01
40.6
1998
float64
0.02
44
1999
float64
0.02
39.3
2000
float64
0.02
50
2001
float64
0.03
52.4
2002
float64
0.03
41.5
2003
float64
-0.25
62.2
2004
float64
0.04
40.4
2005
float64
0.05
33.3
2006
float64
0.06
34.2
2007
float64
0.03
31.2
2008
float64
0.08
79.5
2009
float64
0.07
29.2
2010
float64
0.01
77.9
2011
float64
0.09
38.1
2012
float64
0.07
22.7
2013
float64
0.03
22.8
2014
float64
0
31.9
2015
float64
0.04
37.1
2016
float64
0.08
28.1
2017
float64
0.01
23.5
2018
float64
0.07
26.9
2019
float64
0.03
28.3
2020
float64
0.08
35.4
2021
float64
0.12
25.5
2022
float64
0.1
27.2
2023
float64
0.1
27.2
2024
float64
0.1
27.2
Angola
AGO
1.35364
1.35364
1.35364
1.35364
1.35364
1.35364
1.35364
1.35364
1.35364
1.35364
1.35364
1.35364
1.35364
1.35364
1.35364
1.35364
1.35364
1.35364
1.35364
1.35364
1.35364
1.35364
1.35364
1.35364
1.35364
1.35364
1.94841
2.010938
2.349012
1.666034
2.650436
2.613029
9.822398
8.938557
23.005961
8.72725
7.878849
5.269348
6.054586
8.106017
4.057199
3.833581
3.032979
3.067842
5.433904
1.258894
0.353915
0.381342
0.463225
0.344338
0.310609
0.188986
0.207096
0.232609
0.184318
0.442468
0.412937
0.322637
0.221843
0.03244
0.252259
0.40484
0.101134
0.101134
0.101134
Burundi
BDI
3.883605
3.580321
5.241179
2.675028
3.135829
3.086124
5.722598
6.234599
7.6438
8.37957
7.510091
8.893744
10.942757
9.074869
11.107046
11.5123
10.019441
8.868426
12.405887
12.21488
12.578468
12.487752
12.470718
12.817677
14.13278
12.120847
16.197875
17.825102
18.924594
18.812362
23.500468
22.176984
28.92144
23.357629
34.051145
29.042986
12.924418
5.872576
7.764232
9.425523
10.546052
16.108002
21.17877
29.68342
40.409652
33.254909
34.163928
29.352466
28.297424
29.169571
31.050322
25.795963
22.527159
22.777861
19.100759
11.819506
28.09607
15.993036
16.889168
21.446754
18.06529
21.848366
17.197734
17.197734
17.197734
Benin
BEN
0.00887
0.629942
1.590955
1.682621
6.716316
6.184525
4.926934
5.320089
4.044034
4.003068
4.451454
8.729695
4.908975
5.250051
5.937645
8.00953
7.266523
6.510637
6.494153
7.125467
6.291574
6.307844
6.31648
7.849003
7.344836
9.167203
10.279352
8.716843
9.901306
18.295407
13.892528
13.58459
16.456383
12.87675
16.403673
13.200516
12.45262
9.879465
8.405199
5.796373
6.97809
7.679303
5.317721
5.686038
6.367253
5.329555
5.715553
5.09339
5.557579
6.048633
7.269393
6.299131
4.58598
5.30331
4.532205
3.856304
4.249754
5.367063
4.044954
4.141922
6.742977
4.857495
4.880744
4.880744
4.880744
Burkina Faso
BFA
0.05972
0.381963
1.141573
1.0416
3.721981
4.118877
3.901101
4.369376
4.971153
5.034611
4.797076
5.974189
5.945001
8.435437
12.861883
9.537654
8.259351
9.816957
10.71231
11.278286
10.909056
12.164539
12.050879
11.391066
12.57655
12.185857
13.240905
11.358578
11.01754
10.188626
10.553806
13.425237
12.957153
14.744126
23.024659
20.698636
16.165336
15.093583
14.279261
11.750761
6.064185
12.300318
12.270418
11.541309
11.974593
11.47903
13.793433
10.156964
8.725931
9.199413
10.65119
8.470716
9.411691
7.989476
8.422567
8.840688
8.39588
6.570877
7.717474
7.227955
10.120791
8.578485
7.736195
7.736195
7.736195
Botswana
BWA
10.02771
14.776973
13.106661
12.449035
18.970636
20.022362
31.382265
29.324374
23.790974
16.191125
14.105492
13.481409
19.099664
14.758137
11.779963
14.342485
12.7357
10.462225
11.647889
12.12509
10.381079
8.680516
9.690589
9.104923
9.046321
9.38984
7.851347
8.954814
6.069632
5.606164
3.941052
3.272047
2.612443
2.916636
2.111078
1.908403
1.622966
2.49454
2.163927
1.166028
0.563265
0.540497
0.787019
0.412898
0.58278
0.531353
0.711335
1.034714
7.096384
2.820006
1.273291
0.789156
0.515865
0.788259
0.662536
0.501191
0.656679
0.692672
0.555742
0.4033
0.527089
0.513265
0.43979
0.43979
0.43979
Central African Republic
CAF
0.026846
0.342223
0.918802
1.535229
11.855926
10.508317
9.941408
12.587662
9.173998
10.597027
7.677252
7.816382
11.237614
9.549262
13.111421
14.533441
8.589002
8.859431
8.328176
11.987953
13.771653
14.496388
12.07207
14.253288
20.964504
12.110083
12.176255
15.295505
16.541918
15.621989
17.548801
12.741169
12.721746
13.629467
20.178761
15.330877
17.140754
9.929468
12.715475
11.979815
8.398986
8.240535
6.080368
4.519441
8.745186
6.70122
9.210706
10.613326
12.466805
10.301088
12.126001
10.980462
9.043575
11.88369
31.914056
28.360745
27.425317
23.507583
26.85875
28.349259
33.893849
24.524569
27.220704
27.220704
27.220704
Cote d'Ivoire
CIV
0.023362
0.551749
1.431667
1.182234
4.349899
4.324403
3.631303
3.250221
3.6054
3.76383
3.703824
3.365946
2.69796
2.632716
2.54317
2.65605
2.385735
1.712276
1.706464
1.841837
2.16724
1.555568
1.94162
2.525481
1.936972
1.864146
2.059715
2.614885
4.56578
4.712574
7.453449
6.90565
7.70552
7.88951
21.138206
12.109064
8.596148
4.062602
8.046627
3.8133
3.603149
1.875725
9.831741
1.944506
1.086641
0.555252
1.444716
0.955258
1.666632
9.461724
3.522772
5.886157
11.217527
4.264447
1.929834
1.454592
1.300993
1.626639
1.687489
1.99932
2.554108
2.234087
2.877206
2.877206
2.877206
Cameroon
CMR
4.866038
4.866038
4.866038
4.866038
4.866038
4.866038
4.866038
4.866038
5.40778
3.920289
5.827967
4.305463
4.565538
3.726859
3.298763
4.314597
5.273309
6.828114
4.212461
4.964057
4.759498
3.333098
3.41494
1.973265
2.593283
1.841957
1.849799
1.5769
2.260501
4.192171
3.770162
4.649932
6.276701
3.50841
8.630794
4.303797
3.912641
4.89071
4.609308
3.907661
3.782322
4.466104
5.159077
5.734564
4.2379
2.189904
8.307783
8.101126
1.913675
2.143009
1.982987
2.018209
2.009946
2.270869
2.397893
2.090306
2.275012
3.433759
2.971596
3.34189
3.50728
2.576622
2.723211
2.723211
2.723211
Congo, Dem. Rep.
COD
2.538005
3.077099
3.27522
1.842371
4.433457
3.51667
2.060019
2.778137
1.967164
1.671578
1.839862
1.92555
1.976501
1.768492
1.880399
2.53436
2.031861
2.153855
2.064291
2.781994
3.057974
3.216596
2.619798
2.902307
3.930155
4.476275
5.277504
9.603141
6.801824
8.719956
10.441094
6.172187
3.588099
1.765852
4.77158
3.99271
3.077917
2.777212
2.179925
3.165033
0.954235
3.492585
13.951636
62.186596
19.211985
16.424862
15.714531
7.005019
7.99696
10.976692
16.86594
22.51718
10.271075
8.651218
7.301758
7.399341
5.784121
6.204788
5.48116
5.737543
7.128768
6.768453
5.21763
5.21763
5.21763
Congo, Rep.
COG
0.015437
0.127648
1.878803
3.339984
9.740835
8.143009
11.614883
8.003099
8.630437
6.602849
5.739091
5.449046
5.712721
5.102479
6.641031
7.580216
10.125818
6.615687
9.738376
8.152838
5.902785
4.275677
4.546406
5.58122
4.670358
3.409956
5.700788
5.887027
4.541551
4.465283
9.344875
5.847937
4.50023
5.751653
24.02436
10.328163
29.640164
16.173809
4.395347
8.540594
1.40954
3.751849
2.616423
2.68112
3.656359
28.263454
3.777317
1.371668
4.578847
3.040151
10.760431
1.854126
0.837273
0.860357
0.583978
0.717927
0.825007
1.040686
1.050495
1.405671
1.891385
1.548536
5.017828
5.017828
5.017828
Comoros
COM
20.31942
20.31942
20.31942
20.31942
20.31942
20.31942
20.31942
20.31942
20.31942
20.31942
20.31942
20.31942
20.31942
20.31942
20.31942
20.31942
20.31942
20.31942
20.31942
20.31942
20.31942
23.584675
20.625677
19.689307
23.186925
24.100814
16.54079
16.066031
14.458213
12.857887
10.463564
14.943402
10.378155
10.692676
12.107345
10.413549
9.88847
8.281265
10.986146
5.772803
5.493934
7.29645
6.48624
4.511188
4.097915
3.548139
4.591153
5.337262
4.593642
5.658695
7.706746
5.414254
10.01922
7.275796
6.494263
6.779321
5.27714
6.209853
7.608712
6.124111
10.738062
11.770156
10.673702
10.673702
10.673702
Cabo Verde
CPV
44.53514
44.53514
44.53514
44.53514
44.53514
44.53514
44.53514
44.53514
44.53514
44.53514
44.53514
44.53514
44.53514
44.53514
44.53514
44.53514
44.53514
44.53514
44.53514
44.53514
44.53514
34.780588
37.742786
42.697004
47.520775
48.117461
55.373546
35.935828
31.083926
30.657405
34.051777
31.773299
32.496169
23.395312
29.458023
23.882709
23.40536
22.793625
25.130785
23.472152
18.022587
14.013625
15.269322
18.194769
15.8569
17.352893
13.091191
8.966524
10.648032
10.848229
18.667448
12.736095
13.360882
12.480733
11.870451
9.06376
6.436736
6.354852
3.904857
6.875833
8.869171
7.177716
3.719793
3.719793
3.719793
Djibouti
DJI
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.190251
22.526092
27.486991
25.292743
20.495814
19.044899
16.635488
15.42895
13.701884
12.740299
10.156698
12.219341
12.327371
9.342119
10.168294
14.569737
11.698721
12.864711
14.648987
11.52124
11.33114
10.74811
7.401042
7.560812
7.232456
7.340681
5.410265
6.467019
8.763913
8.514671
5.279591
1.629767
1.629767
1.629767
Algeria
DZA
11.021135
14.733887
18.048528
10.19829
7.830157
4.786165
4.349064
3.271881
3.154786
3.082504
2.577184
2.402277
1.635425
1.449118
0.976776
1.529648
0.834691
0.652229
0.758167
0.351453
0.506854
0.394514
0.311676
0.198428
0.232566
0.305265
0.269891
0.32916
0.303902
0.295233
0.554779
0.489181
0.817549
0.677053
0.724092
0.747304
0.691458
0.539388
0.90905
0.297687
0.383945
0.343942
0.313737
0.336828
0.358569
0.33904
0.202829
0.280622
0.181319
0.195874
0.113251
0.08927
0.065486
0.090031
0.068506
0.038731
0.080481
0.093056
0.075954
0.090742
0.129427
0.11745
0.097555
0.097555
0.097555
Egypt, Arab Rep.
EGY
2.500758
2.500758
2.500758
2.500758
2.500758
2.500758
1.856254
0.591345
0.434904
0.153123
2.142603
1.624983
1.515958
8.89189
15.107393
22.070462
18.75199
18.883936
19.068359
9.276249
6.843826
6.339235
5.631865
5.008181
5.541054
4.960029
4.458881
4.315046
4.304678
4.1894
14.484476
14.373348
8.884629
5.310181
5.166023
3.352966
3.223171
2.545306
2.303956
1.776163
1.366654
1.330239
1.535314
1.268601
1.9126
1.170284
0.842031
0.89047
1.059485
0.516021
0.279174
0.184278
0.665144
1.961554
1.18579
0.779981
0.743162
0.013581
0.811871
0.554622
0.419305
1.926248
1.261886
1.261886
1.261886
Eritrea
ERI
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
0.209599
14.471885
28.981647
25.324231
22.963218
18.075116
22.513078
21.563514
25.185102
37.959292
31.341822
36.830815
24.093044
32.115629
10.494325
9.663957
8.463685
7.421761
10.338957
6.535045
6.535045
6.535045
6.535045
6.535045
6.535045
6.535045
6.535045
6.535045
6.535045
6.535045
6.535045
6.535045
6.535045
Ethiopia
ETH
0.956532
1.251446
1.546595
1.367899
0.807769
0.972096
1.094683
1.126485
1.620799
1.404261
1.306383
1.460593
1.349489
1.637822
2.564377
2.893583
2.827515
2.03699
2.31626
2.894796
3.007505
3.264401
2.525979
3.856577
4.341334
7.418332
6.271557
5.80191
8.684724
6.229695
8.131312
7.954559
10.873702
12.074246
15.147871
11.250858
9.366072
6.649098
8.308186
8.204724
8.40603
13.491328
16.989928
18.944139
18.180001
15.601009
13.34791
11.295112
10.226881
8.597767
11.584554
10.964652
7.505092
8.172945
6.462309
5.035053
5.515389
5.074412
5.889676
4.906108
4.955984
3.67758
3.903041
3.903041
3.903041
Gabon
GAB
0.014837
0.352132
1.540796
2.238241
7.547601
6.318205
5.977881
6.089132
4.985053
6.333154
7.735382
6.630917
6.672637
5.890106
1.736346
3.013152
1.199698
1.022223
2.008245
1.37218
1.441379
1.221433
1.871482
2.049534
2.255647
1.961953
2.491261
2.706902
2.972859
3.341654
2.459172
2.942942
1.408403
2.692814
4.902236
3.347907
2.565606
0.84224
1.124914
1.16754
0.275593
0.196652
1.476176
-0.188368
0.608798
0.583201
0.348055
0.50082
0.478269
0.726044
0.851218
0.442041
0.44543
0.548802
0.64481
0.748973
0.321766
0.760418
0.742559
0.746754
0.367363
0.577927
0.700172
0.700172
0.700172
Ghana
GHA
0.244344
0.231477
0.409935
1.18832
1.179361
2.280387
2.952023
2.647932
3.849196
3.723607
2.722367
2.39565
2.808256
1.370443
1.263236
4.455539
2.241964
2.837319
3.069975
4.19907
4.310777
3.423656
3.446288
2.695518
4.883036
4.391704
6.398089
8.285188
11.360492
13.937106
9.689271
13.556194
9.734275
10.71038
10.265925
10.264449
9.592542
7.312759
9.602459
8.076134
12.420665
12.384786
11.419536
13.190596
16.341947
10.860206
6.086062
3.739776
3.638798
5.150526
5.360178
4.732868
4.592851
2.173955
2.167315
3.692314
2.444597
2.200838
1.662128
1.389938
3.116086
1.606766
1.439268
1.439268
1.439268
Guinea
GIN
0.3457
0.3457
0.3457
0.3457
0.3457
0.3457
0.3457
0.3457
0.3457
0.3457
0.3457
0.28857
0.123775
0.236523
0.37803
0.433701
0.167181
0.354991
0.796367
0.679757
0.988073
1.199183
1.051745
0.477219
0.708784
0.538188
6.115122
7.740891
7.621484
10.756538
7.79748
8.924254
9.622607
8.733328
7.37159
7.84003
5.368189
7.054938
7.033143
4.787386
3.572381
7.162382
5.954353
5.243617
5.46137
4.818734
4.14242
3.31384
4.625214
3.710199
3.260897
3.0386
8.424355
5.863674
6.573733
6.235193
6.675365
4.596438
5.601541
4.217041
5.205688
3.614947
2.553784
2.553784
2.553784
Gambia, The
GMB
8.119952
8.119952
8.119952
8.119952
8.119952
8.119952
8.119952
6.446085
14.18851
8.125209
2.504968
6.482233
8.480843
8.71586
10.76062
7.005032
9.579463
15.208307
19.961814
16.782351
22.212521
31.331314
21.997428
20.223026
29.009329
19.141246
47.338764
41.237387
30.604326
36.914252
33.356729
14.852926
15.645642
11.533554
9.456914
5.895132
4.333427
4.987949
4.840585
4.371093
6.595104
8.035833
11.823123
13.630659
6.516712
6.044233
7.307846
7.484148
5.628255
7.647581
8.00191
9.849574
10.029259
8.342872
8.358242
8.470578
6.311291
19.265069
14.263417
10.640781
16.855809
12.623623
12.54543
12.54543
12.54543
Guinea-Bissau
GNB
0.053877
0.053877
0.053877
0.053877
0.053877
0.053877
0.053877
0.053877
0.053877
0.053877
0.053877
0.053877
0.029091
0.004304
3.917907
7.264757
8.726182
13.323867
15.888224
17.141837
20.620839
16.006865
14.966246
14.991966
15.309031
15.342643
21.504593
25.592556
24.734165
21.843181
20.648553
17.75125
19.142623
16.10942
29.742487
18.40072
26.416192
18.211273
16.641416
9.308651
21.395319
15.149753
13.073778
26.684014
13.597424
10.580729
14.09062
14.689282
12.672083
15.331189
13.755708
10.595787
7.898626
9.587343
9.402295
8.07246
15.587276
7.636283
10.219624
6.982609
8.636084
8.920474
8.042016
8.042016
8.042016
Equatorial Guinea
GNQ
1.240672
1.240672
1.240672
1.240672
1.240672
1.240672
1.240672
1.240672
1.240672
1.240672
1.240672
1.240672
1.240672
1.240672
16.810564
2.082179
0.403644
0.804702
6.841121
12.87754
18.913959
33.933956
40.411267
27.431722
31.673971
29.541669
28.803263
60.460576
51.238204
69.401199
50.357567
51.291673
41.272105
35.449326
32.191548
28.303285
16.442314
6.167174
7.631485
3.890555
3.147349
2.25317
2.453187
2.264648
1.967653
0.913728
0.33012
0.31548
0.229763
0.337162
0.888139
0.177651
0.097344
0.030859
0.003514
0.075314
0.079449
0.077141
0.067019
0.753309
0.081695
0.139597
0.125193
0.125193
0.125193
Kenya
KEN
2.759623
8.208409
5.812842
6.184146
5.852283
7.421703
4.903194
3.074386
4.621315
3.897675
3.62849
3.811736
3.466084
3.946158
4.063546
3.941986
4.639134
3.707464
4.800646
5.796141
5.605093
6.749357
7.845004
6.842525
6.821222
7.20012
6.328427
7.245166
10.359351
13.182022
14.394383
11.78282
11.266222
16.98249
9.9895
8.401056
5.044516
3.4662
2.97377
2.446329
4.086654
3.679633
2.980312
3.547865
4.111447
4.038982
3.656122
3.841201
3.483849
4.591196
4.093245
5.907308
5.287508
6.067956
4.392601
3.898338
2.965104
3.081958
2.743032
3.211302
3.98994
2.936843
2.353384
2.353384
2.353384
Liberia
LBR
5.294287
14.811524
41.787147
17.26799
6.797542
14.48742
14.70815
9.285458
5.541702
5.039133
3.627868
3.400316
3.161835
2.38573
2.679731
3.137887
3.950491
4.258544
5.648752
8.632488
10.067117
11.415955
11.569327
12.180538
14.214795
9.521647
11.081884
8.447315
6.45601
5.817558
21.524436
32.95047
38.927413
55.479239
34.886691
66.430911
78.800778
20.36649
15.787675
20.149909
8.726378
5.134087
7.205185
17.9432
29.203495
27.992178
26.981389
24.201676
79.533329
28.844403
77.868144
33.532686
22.402758
18.636476
25.913592
37.137151
26.277502
20.45428
19.892793
19.59718
22.59051
18.401518
12.923059
12.923059
12.923059
Libya
LBY
11.321927
8.79987
5.500479
3.133236
1.742615
0.522038
0.103317
0.085116
0.215605
0.192599
0.107944
0.072363
0.117162
0.151913
0.075946
0.010744
0.037286
0.030659
0.025207
0.011838
0.030269
0.013107
0.330928
0.016565
0.016488
0.016968
0.045403
0.023055
0.022731
0.039058
0.028991
0.023525
0.009725
0.009402
0.013869
0.022315
0.01303
0.012954
0.020017
0.015111
0.021075
0.027039
0.033003
0.038967
0.044931
0.050895
0.062457
0.028185
0.084881
0.065229
0.010099
1.329392
0.096147
0.171918
0.362836
0.315031
0.354283
0.631024
0.390671
0.413861
0.621019
0.993711
0.614526
0.614526
0.614526
Lesotho
LSO
17.460324
17.460324
17.460324
17.460324
17.460324
17.460324
17.460324
18.595996
16.935222
15.658701
10.996839
16.881974
12.83372
8.494595
8.616738
11.351433
9.963839
10.216901
11.11936
12.844721
13.409015
14.250059
13.287298
13.801848
14.793584
18.375768
14.528416
14.189347
13.442821
16.502911
14.534163
11.421461
11.814097
12.252298
9.575175
8.412088
8.148096
6.922323
5.188446
2.64994
3.287852
4.650923
6.854889
4.781651
4.597948
3.134561
3.173351
5.001755
5.2074
4.841534
8.915078
8.312124
9.55036
11.794189
3.940605
3.277249
4.668414
5.559487
5.053281
4.915388
6.997828
6.369234
5.421575
5.421575
5.421575
Morocco
MAR
2.907265
5.453337
3.33369
3.514859
3.569914
3.651925
3.463591
2.066516
2.874651
2.151283
2.168907
3.061622
2.013965
1.522001
1.503593
3.024885
2.648225
5.538366
3.290272
3.439904
5.455138
6.066683
4.983614
2.84702
2.365162
6.034898
2.253253
2.009708
1.949885
1.964713
4.233096
4.89746
2.908282
2.54798
1.97594
1.324215
1.542504
1.235329
1.16237
1.498528
1.058792
1.145862
0.784888
1.019213
1.190985
1.06832
1.458886
1.408395
1.431418
1.056439
0.989644
1.328994
1.401699
1.757588
1.918957
1.396723
1.874372
2.079983
0.652412
0.592037
1.521354
0.689824
1.096425
1.096425
1.096425
Madagascar
MDG
0.407195
0.220393
0.698326
1.129086
6.131632
6.305117
5.298442
4.562776
4.712753
4.334252
4.32427
3.929963
4.08379
3.18545
3.297102
3.621177
2.827739
2.569501
3.389799
3.972279
4.450418
4.98779
5.120146
3.966005
3.99504
5.02596
7.389159
10.881106
9.832654
11.627354
10.52825
14.711727
10.133415
9.232798
8.558046
8.155286
7.437232
20.097622
11.209648
8.556151
7.073112
6.992749
7.164065
8.662904
25.097653
15.969511
12.553172
8.154501
5.943915
4.214351
4.868834
3.944282
3.287787
4.160604
4.811295
6.18904
5.432794
6.075627
5.65019
5.364959
10.252092
7.579118
6.685441
6.685441
6.685441
Mali
MLI
6.258011
6.258011
6.258011
6.258011
6.258011
6.258011
6.258011
6.258011
8.159965
6.88609
6.237927
7.578385
7.782786
12.578791
21.705337
17.564271
9.345093
10.496445
12.734701
11.856084
15.3079
15.167397
15.977662
17.226865
26.382535
27.714249
20.720503
17.394355
20.317617
20.495715
17.972965
16.52347
15.218901
13.116861
21.380839
20.32316
17.951173
16.238147
12.086097
10.435179
9.826251
10.651779
11.467185
12.214442
8.460608
9.28623
10.105642
8.70695
7.152671
6.748155
8.5423
8.425836
6.898417
9.112257
7.46343
7.860308
7.362183
7.637583
7.840382
9.179314
7.846778
6.481673
5.549806
5.549806
5.549806
Mozambique
MOZ
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
28.423461
54.823736
42.777359
42.465105
36.013594
22.518719
19.802794
19.180834
13.287035
15.814319
17.725188
41.464821
16.352705
16.022665
15.159375
18.499934
14.884814
13.954186
15.026018
17.581515
14.37941
12.470619
13.493405
11.847268
11.43464
12.961197
14.017014
12.379475
12.085798
18.326151
14.422552
14.653212
14.653212
14.653212
Mauritania
MRT
0.634369
0.634369
1.363596
0.963218
5.380948
3.642196
8.141563
4.419435
6.964261
4.223506
2.519244
4.540526
3.558392
6.390411
16.125776
12.354297
28.778413
23.54495
30.877694
18.48667
17.175107
21.15073
17.652859
16.280938
16.687452
21.681093
20.655599
15.305246
13.620474
18.040796
16.311947
10.489911
9.516088
18.994126
14.380515
11.412166
12.626975
11.44495
8.058153
11.048905
12.470294
16.497473
19.829689
12.369315
8.021767
6.292071
5.625602
6.471723
7.914633
7.065593
6.719638
5.775486
6.268436
4.194434
4.112321
5.503478
4.891253
4.351615
6.031004
5.085184
7.916937
4.729207
3.44957
3.44957
3.44957
Mauritius
MUS
0.325294
2.893554
2.178791
2.300265
0.984006
0.957318
1.926765
2.181938
4.67878
2.435355
2.666539
3.656316
3.309934
3.369139
3.717724
4.203321
2.367425
2.687993
4.286894
2.646528
2.944307
5.239942
4.556306
3.774239
3.310531
2.548595
3.781677
3.356952
2.704421
2.753354
3.3112
2.320546
1.393555
0.807656
0.414365
0.584447
0.458138
0.995246
0.962311
0.953567
0.440602
0.453804
0.484785
-0.24757
0.492993
0.523751
0.270939
0.836353
1.079244
1.723364
1.245443
1.643306
1.462154
1.153414
0.331435
0.631816
0.326163
0.102564
0.441898
0.145732
2.737172
2.296716
0.535787
0.535787
0.535787
Malawi
MWI
7.838296
7.838296
7.838296
7.838296
7.838296
7.838296
7.838296
7.838296
7.838296
7.838296
7.838296
7.838296
7.838296
7.838296
7.838296
7.838296
7.838296
7.838296
7.838296
7.838296
7.838296
7.586079
7.000783
6.487663
10.313825
6.830485
11.290581
16.021264
18.703414
18.032109
18.280743
17.137732
22.072385
16.504321
27.394015
21.396454
14.837447
8.8782
17.311033
17.455888
17.783536
16.659898
7.530102
11.225995
10.12234
10.863446
12.505378
10.356004
11.297268
7.72864
10.147022
6.921786
13.55458
14.386807
10.776671
11.664836
15.742911
17.402982
13.384465
10.825787
12.712484
9.812917
11.159573
11.159573
11.159573
Namibia
NAM
0.000452
0.000452
0.000452
0.000452
0.000452
0.000452
0.000452
0.000452
0.000452
0.000452
0.000452
0.000452
0.000452
0.000452
0.000452
0.000452
0.000452
0.000452
0.000452
0.000452
0.000452
0.000452
0.000452
0.000452
0.197817
0.395181
0.928201
0.750055
0.985355
2.420012
4.20922
5.803335
4.10777
4.658817
3.717559
4.643884
4.627869
3.961537
4.619977
4.698793
3.866449
3.08856
3.977
2.87547
2.620668
1.590422
1.882615
2.577746
2.458672
3.824277
2.411686
2.316342
2.016322
2.17316
1.829735
1.258102
1.619121
1.504167
1.210466
1.179156
1.710743
1.529975
2.707785
2.707785
2.707785
Niger
NER
0.008874
0.408274
0.821188
0.772464
2.560448
2.253691
3.14987
3.338947
4.78746
5.353924
4.864157
5.906666
5.829898
7.483553
13.216062
13.208487
11.85127
7.360452
8.897995
8.408161
6.682416
9.105856
13.215458
9.848661
11.213148
21.286167
16.098288
16.332408
16.620163
13.563541
10.960216
11.167909
10.457033
11.005952
19.152586
11.734878
10.254488
14.216543
10.664619
7.094657
8.95412
10.108486
10.120427
13.530115
13.745769
11.231081
10.727818
7.673424
7.193951
5.559883
8.94988
6.911666
9.143102
7.503016
8.085078
8.556632
8.872986
10.557507
9.760562
10.679536
14.668191
11.900206
14.475361
14.475361
14.475361
Nigeria
NGA
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.296212
0.4148
0.59092
0.462295
0.433797
0.508844
0.446577
0.506234
0.627075
0.913541
0.80472
0.70385
0.789801
0.816124
0.956505
0.956505
0.956505
Rwanda
RWA
6.32773
5.885245
8.848
5.25
5.569231
5.490592
9.56429
8.416896
9.337978
9.353469
9.881818
11.271474
12.204033
13.473265
15.215549
15.893884
12.419291
12.782578
13.787868
13.30247
12.264367
10.825219
10.594287
10.023503
10.247323
10.347243
10.601319
11.150699
10.283021
9.420311
11.343268
18.897167
17.284268
18.090546
94.946034
53.480622
34.004276
12.518949
17.772343
17.389836
15.654381
15.670924
18.46937
15.939719
20.961964
19.703518
18.399016
15.273774
15.464607
14.545509
17.009823
18.501298
11.634432
14.129353
12.857279
12.994463
13.603895
13.74038
12.052515
11.681307
16.352032
12.257972
8.26017
8.26017
8.26017
Sudan
SDN
2.437047
1.176208
0.739774
1.126138
1.447468
2.035429
2.540263
0.925571
1.933777
0.485112
0.373414
0.392028
2.586002
1.21734
5.339016
6.16001
4.401185
4.101417
4.680898
8.32292
7.555191
6.09661
8.73871
11.896384
6.123811
14.396524
9.574625
7.595035
6.729575
3.650395
2.742441
2.284248
8.66227
5.581722
3.432712
1.83774
2.518202
1.225635
1.940815
2.409309
1.93541
1.270582
1.75698
3.027566
3.895226
5.396799
4.736294
3.708168
4.153447
4.673974
3.697075
3.400641
3.844956
3.747351
1.800911
1.917778
1.937296
2.176028
3.1701
4.998476
9.190934
11.620767
3.080572
3.080572
3.080572
Senegal
SEN
3.798542
3.798542
3.798542
3.798542
3.798542
3.798542
3.798542
3.798542
3.798542
4.473436
3.314782
4.023898
3.014393
4.302191
6.741521
5.060498
4.202921
4.15056
6.631697
7.585611
5.920582
9.904697
7.301044
9.416553
10.77514
7.868151
11.100639
10.561689
9.673047
11.536292
11.283162
8.887997
8.673053
6.870945
12.989122
10.570238
8.846893
7.111754
7.784536
8.245769
7.296914
6.587622
6.449387
5.28311
10.677817
6.422949
7.472307
5.263185
5.547696
5.538501
5.863056
6.015136
6.196992
5.347546
5.712236
5.021816
3.943293
4.449626
4.4371
6.309221
6.682715
5.180665
5.398208
5.398208
5.398208
Sierra Leone
SLE
2.692887
2.692887
2.692887
2.692887
2.692887
4.858445
2.712619
2.139114
3.229569
2.138586
1.557014
2.535534
2.230388
2.491976
1.623552
2.495927
2.240883
3.782756
4.25634
4.900026
8.460366
5.4844
6.430959
6.725179
5.475271
7.702735
20.082343
10.462509
10.171489
11.153387
10.23041
14.351213
21.984047
28.483936
34.283893
25.935251
20.074656
14.168001
16.715558
11.431511
29.320318
20.149893
19.877455
15.999325
18.29662
14.176689
13.605357
16.992402
9.094632
10.868019
10.876433
9.128537
7.378397
6.35472
12.512132
14.185254
11.575896
9.577041
8.038158
8.77016
12.614051
9.990623
7.417215
7.417215
7.417215
Somalia
SOM
11.915874
12.128605
11.690022
14.087705
9.48805
11.772681
19.576911
5.309981
11.156888
10.787357
8.543779
9.233327
7.115849
10.007289
17.21588
23.230989
12.496282
47.167733
46.625282
46.422889
79.686925
54.749707
61.455598
46.466772
44.771367
40.950675
57.370779
59.541185
41.19223
37.001607
53.045261
26.789923
94.940921
72.889609
37.392991
12.654794
5.056857
3.803886
2.817754
3.896415
3.066965
6.772638
7.109755
6.332094
5.309934
5.214982
8.001576
7.351288
13.113772
22.566638
18.997973
38.135682
22.692666
20.96213
19.467339
20.587584
17.979085
23.196522
20.093249
19.952122
35.443329
25.495806
19.074755
19.074755
19.074755
South Sudan
SSD
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
5.097338
10.327738
8.035779
16.430358
15.916197
15.916197
15.916197
15.916197
15.916197
15.916197
15.916197
15.916197
15.916197
15.916197
Sao Tome and Principe
STP
1.332704
1.332704
1.332704
1.332704
1.332704
1.332704
1.332704
1.332704
1.332704
1.332704
1.332704
1.332704
1.332704
1.332704
1.332704
1.332704
21.346876
5.890897
6.894606
4.277875
4.460494
6.998052
12.319796
15.61639
14.451909
14.758307
11.833029
15.650014
26.554598
48.332769
49.527479
52.99781
66.430908
41.497507
42.444848
91.583319
38.911179
40.615666
43.952036
39.332626
49.956079
52.443535
31.883509
38.014263
30.210033
24.490138
15.815388
31.206582
20.468294
14.65687
26.464242
32.508949
22.191858
19.899386
13.736158
18.610202
15.939606
12.511937
13.534668
12.321847
19.352642
13.689158
9.636763
9.636763
9.636763
Eswatini
SWZ
28.530173
31.276052
17.440028
14.108419
23.107782
25.519796
15.596472
14.528882
11.226527
10.659847
6.157638
1.66292
6.6162
5.448438
6.214714
6.111873
6.009032
5.906192
5.803351
5.70051
5.597669
5.494829
5.391988
5.289147
5.186306
5.083466
4.980625
4.877784
4.774943
4.672102
4.569262
4.316881
4.094195
3.858063
4.118987
3.245233
1.905099
1.5333
2.139793
1.782212
0.740847
1.77224
1.543729
1.586071
0.790569
1.391669
1.05224
1.450513
2.136287
1.598345
2.163502
2.740415
1.960526
2.76026
2.107159
2.47029
4.195478
3.541022
2.805232
1.705641
2.822244
2.826694
2.213822
2.213822
2.213822
Seychelles
SYC
9.189622
8.657991
3.888881
4.617595
6.131755
9.974239
5.677644
13.518492
15.355779
7.875444
21.895387
35.38317
28.559515
21.74192
19.856071
15.707479
15.694831
17.954367
20.451373
21.229921
14.196199
10.425007
11.815947
10.133447
9.687006
12.682964
13.420251
9.61199
7.241759
6.321517
9.382342
5.868208
4.301994
4.000937
2.544222
2.531194
3.702281
2.931594
3.887751
2.087835
3.790686
2.080267
8.593348
1.326546
1.177906
1.741406
1.255734
0.604347
0.83135
2.91067
5.813063
2.30593
3.199107
2.192241
0.923196
0.502524
0.397442
1.036837
1.036837
1.036837
1.036837
1.036837
1.036837
1.036837
1.036837
Chad
TCD
0.009632
0.98522
1.558461
1.508945
4.252809
4.418417
4.425623
4.387106
4.777194
5.011313
4.7312
6.026594
5.225063
6.955932
11.954478
7.650503
6.963795
8.667483
10.99702
8.456649
3.370723
6.818873
7.707665
10.575948
12.221124
17.424188
15.137568
17.505177
17.7431
17.593113
18.048906
13.992641
12.559179
15.701998
18.113947
16.312076
18.519386
14.917825
10.001626
12.258572
9.579169
11.171034
11.835427
11.030772
8.909783
5.064093
3.421288
3.544588
4.019456
4.641418
3.577078
2.795866
2.700745
2.659125
2.234471
4.262605
4.863317
4.909762
5.772661
4.357446
7.020671
4.374455
3.933897
3.933897
3.933897
Togo
TGO
0.064485
1.652745
2.424171
3.229244
6.284
5.160183
3.992396
4.360503
5.622726
4.685005
4.785893
4.814467
4.631913
4.600238
4.877184
4.810083
4.915316
5.892141
8.909958
8.846017
5.779959
4.696367
6.833776
10.693043
11.099535
10.675589
11.697299
7.064323
10.824807
10.642544
11.390275
8.920645
9.410663
5.471906
9.282871
10.539285
7.606248
5.992862
5.790897
3.268921
3.351298
2.232888
2.14036
1.689604
2.063164
2.591789
2.431555
3.284186
6.191666
10.364519
8.540944
9.588965
4.522171
3.742689
3.275732
3.387893
2.751531
5.396078
4.776666
5.755526
7.543693
4.195607
5.251188
5.251188
5.251188
Tunisia
TUN
10.847311
10.847311
8.031529
8.238867
7.026985
9.405517
8.167324
8.535779
6.169501
9.377721
8.176408
6.535234
5.242594
5.134538
5.094056
5.109898
5.047165
5.031916
5.397481
3.031455
2.845672
2.988642
2.644793
2.508417
2.201166
1.990689
2.562307
2.977646
3.280004
2.90843
3.303545
2.831593
2.626974
1.777181
0.717467
0.438987
0.683901
0.983556
0.720521
1.148739
1.085402
1.733564
0.980675
1.143277
1.115633
1.203387
1.332047
0.890847
0.899084
1.204658
1.2464
2.012989
2.251044
1.532822
1.899804
1.111832
1.490248
1.971992
1.937083
2.398946
2.372889
2.385438
2.756753
2.756753
2.756753
Tanzania
TZA
0.393849
1.393859
1.523928
0.906655
1.224662
1.017514
0.793384
0.883712
0.828692
0.743693
1.789728
2.039127
1.761832
2.415939
3.258788
5.121256
4.121151
4.385791
4.558203
5.983465
5.928886
5.310232
4.883583
4.189668
4.270966
3.132436
6.152565
11.579775
13.947522
14.534195
19.392511
15.301644
20.540431
15.691405
15.063595
11.610962
9.263523
8.551953
8.29895
7.908484
8.027972
9.621817
8.972231
11.474726
10.768051
8.256609
10.136411
10.713011
6.904408
7.895465
9.417001
7.179018
7.221651
7.638634
5.359605
5.536582
4.748102
4.940061
4.355892
3.542449
3.513664
3.768926
3.578962
3.578962
3.578962
Uganda
UGA
4.88242
4.818763
6.468634
3.822482
3.835644
2.324016
2.596854
2.275553
2.177194
2.389318
2.643728
2.277152
2.769749
1.312573
0.841595
2.200648
0.858066
0.571504
1.636466
2.220835
9.161743
10.239264
6.105895
6.229287
4.541497
5.177265
4.938075
4.804322
6.069345
9.912713
15.685766
20.324011
26.167156
19.233249
19.137308
14.636658
11.250296
13.009205
10.007122
10.154124
14.064862
14.646131
12.126275
15.513791
15.822328
13.3302
16.33509
11.68469
10.318803
5.626643
6.443284
5.732111
6.14499
6.002344
5.126789
5.158063
6.143195
6.701395
6.079688
5.897479
8.379211
6.467807
4.740021
4.740021
4.740021
South Africa
ZAF
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.187121
0.193976
0.228691
0.226289
0.298986
0.344174
0.36631
0.329797
0.325668
0.401399
0.333741
0.251142
0.239933
0.24211
0.245932
0.36294
0.332319
0.253223
0.312186
0.251662
0.331124
0.289822
0.419247
0.374343
0.273627
0.233783
0.254173
0.361996
0.252279
0.258143
0.258143
0.258143
Zambia
ZMB
0.146913
0.147259
0.962861
0.845513
2.891584
1.088722
2.521162
4.806271
2.018924
1.088769
0.760037
1.334374
1.206697
1.999668
2.097121
3.794062
2.471394
4.492583
6.983724
9.027192
8.824443
5.924718
8.678988
7.001899
9.650333
16.078144
33.242904
21.983032
14.308477
10.221384
15.784197
29.334923
35.948781
28.720158
20.907751
56.961558
17.930415
15.04483
10.502129
19.232637
23.070009
14.527057
20.050987
16.189997
19.381106
15.182189
12.687531
7.482237
6.396458
8.237896
4.863468
4.633867
3.817705
4.259273
3.752407
3.827784
4.758237
4.207947
3.861538
4.138302
5.763867
5.391143
6.674715
6.674715
6.674715
Zimbabwe
ZWE
0.001161
0.001161
0.64187
1.282579
0.593353
0.35145
0.036501
0.029919
0.155423
0.040751
0.033735
0.03278
0.033855
0.027765
0.043374
0.101626
0.162935
0.172359
0.232282
0.267364
2.808819
2.434758
3.012603
3.197739
5.335773
4.876008
4.430143
5.429627
4.30953
3.773458
4.753541
5.81564
15.977716
10.053769
11.263462
9.80756
5.720789
5.685636
6.663256
5.35351
4.024407
3.44433
4.324805
4.335563
4.706969
9.355141
8.114741
16.149254
39.282114
7.944543
6.231725
5.46364
6.160238
4.553435
4.104082
4.058782
3.485074
1.478764
2.375871
3.341628
3.741119
3.702946
2.442607
2.442607
2.442607

Africa Net Oda Received Percentage of Gni Dataset

Overview

This dataset contains net oda received (% of gni) data for African countries from the World Bank Economy & Growth indicators.

Data Details

  • Indicator Code: DT.ODA.ODAT.GN.ZS
  • Description: Net ODA received (% of GNI)
  • Geographic Coverage: 54 African countries
  • Time Period: 1960-2024
  • Data Points: 3,510 observations
  • Coverage: 100.00% of possible country-year combinations

File Formats

Main Dataset (Africa-Net-Oda-Received-Percentage-of-Gni.csv)

  • Rows: 54 countries
  • Columns: 65 years (1960-2024)
  • Structure: Countries as rows, years as columns
  • Missing Value Treatment: Interpolation → Forward Fill → Backward Fill
  • Use Case: Cross-sectional analysis, heatmaps, correlation analysis

Data Quality

Coverage Statistics

  • Total Observations: 3,510
  • Possible Observations: 3,510
  • Coverage Rate: 100.00%

Countries with No Data

0 countries have no observations: None

Usage Examples

Python

import pandas as pd

# Load main dataset
df = pd.read_csv('Africa-Net-Oda-Received-Percentage-of-Gni.csv', index_col=[0, 1])

R

# Load main dataset
df <- read.csv('Africa-Net-Oda-Received-Percentage-of-Gni.csv', row.names=c(1,2))

Source

World Bank Open Data - Economy & Growth

  • Original File: API_DT.ODA.ODAT.GN.ZS_DS2_en_excel_v2_556222.xls
  • Processed: 2025-09-04

License

This dataset is derived from World Bank Open Data and is available under the Creative Commons Attribution 4.0 International License.

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