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Country Name
stringlengths
4
24
Country Code
stringlengths
3
3
1960
float64
-36.68
33.3
1961
float64
-36.68
33.3
1962
float64
-36.68
33.3
1963
float64
-36.68
33.3
1964
float64
-36.68
33.3
1965
float64
-36.68
33.3
1966
float64
-36.68
33.3
1967
float64
-36.68
33.3
1968
float64
-36.68
33.3
1969
float64
-36.68
33.3
1970
float64
-36.68
33.3
1971
float64
-36.68
33.3
1972
float64
-36.68
33.3
1973
float64
-36.68
33.3
1974
float64
-36.68
33.3
1975
float64
-36.68
33.3
1976
float64
-36.68
33.3
1977
float64
-36.68
33.3
1978
float64
-36.68
33.3
1979
float64
-36.68
33.3
1980
float64
-36.68
33.3
1981
float64
-36.68
33.3
1982
float64
-36.68
33.3
1983
float64
-36.68
33.3
1984
float64
-36.68
33.3
1985
float64
-36.68
33.3
1986
float64
-36.68
33.3
1987
float64
-36.68
33.3
1988
float64
-36.68
33.3
1989
float64
-36.68
33.3
1990
float64
-36.68
33.3
1991
float64
-36.68
34.3
1992
float64
-36.68
33.3
1993
float64
-36.68
33.3
1994
float64
-36.68
37
1995
float64
-97.4
33.3
1996
float64
-94.62
33.3
1997
float64
-68.8
33.3
1998
float64
-57.95
33.3
1999
float64
-54.8
33.3
2000
float64
-49.62
33.3
2001
float64
-58.54
38.2
2002
float64
-52.46
33.3
2003
float64
-48.8
33.3
2004
float64
-54.47
33.3
2005
float64
-36.68
33.3
2006
float64
-37.42
37.1
2007
float64
-39.13
35.3
2008
float64
-47.41
35
2009
float64
-32.26
26.8
2010
float64
-30.95
29.7
2011
float64
-33.63
27.4
2012
float64
-31.37
28.5
2013
float64
-26.18
27
2014
float64
-26.34
26.1
2015
float64
-26.5
27.2
2016
float64
-33.63
26.2
2017
float64
-21.8
29.2
2018
float64
-21.43
27.1
2019
float64
-19.76
28.6
2020
float64
-33.47
28.1
2021
float64
-33.47
25.2
2022
float64
-33.47
25.2
2023
float64
-33.47
25.2
2024
float64
-33.47
25.2
Angola
AGO
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-11.183207
-27.863348
1.553813
1.545883
5.785157
6.207158
9.463526
1.280633
-9.10387
-1.925538
1.763993
3.024908
5.327566
3.851575
7.311413
8.293865
0.355846
-3.917269
-5.577887
4.69335
9.019102
13.402833
13.402833
13.402833
13.402833
Burundi
BDI
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-19.59103
-15.012137
-22.545806
-15.955756
-24.796677
-31.387232
-39.759754
-31.960336
-39.698009
-26.962774
-27.480192
-32.093296
-34.76417
-48.800157
-38.965884
-25.664357
-28.487299
-39.125094
-47.414365
-32.258539
-30.948531
-33.633155
-17.165276
-23.675506
-26.343443
-14.133255
-22.348763
-21.804094
-19.760531
-19.760531
-19.760531
-19.760531
-19.760531
-19.760531
-19.760531
Benin
BEN
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-9.228733
-8.110223
-12.86191
-10.276161
-11.683843
-11.465885
-12.403368
-10.526363
-10.085694
-8.155413
-6.744633
-3.987739
-1.67524
-2.792916
-0.029449
-0.482856
-0.338434
1.407462
0.540362
-0.963508
-0.875755
0.504576
3.203681
7.22712
9.651316
3.380037
6.539998
5.945583
8.176562
10.023487
9.412491
9.412491
9.412491
9.412491
9.412491
Burkina Faso
BFA
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.594971
-0.831647
1.639289
0.720598
1.773922
4.717666
5.498084
7.096543
4.640213
4.287387
3.217498
5.192819
5.720427
8.227751
7.614992
7.614992
7.614992
7.614992
7.614992
7.614992
Botswana
BWA
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
31.543504
33.403233
29.002665
30.712988
18.751657
16.835009
27.062945
28.317962
30.514143
32.897306
33.133669
38.225223
27.372552
22.811997
21.155295
31.334101
27.436093
28.557358
23.156888
12.781365
19.468898
27.364612
24.646235
21.832571
25.533741
19.574483
17.288513
18.424362
13.194465
12.176113
8.40234
8.503353
8.503353
8.503353
8.503353
Central African Republic
CAF
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-0.033208
-1.445163
-1.450552
1.066649
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
5.457216
Cote d'Ivoire
CIV
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-36.678255
-37.421423
-37.767018
-28.608189
-23.797099
-21.519191
-25.972835
-19.018909
-15.962341
22.500153
20.836305
17.862935
14.876434
13.442058
14.820399
19.005719
19.005719
19.005719
19.005719
19.005719
Cameroon
CMR
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-2.993994
-1.335611
-6.434732
1.439037
-0.852604
1.317985
-2.29374
-1.171982
1.821438
1.372956
-3.977008
-3.728542
-3.463995
-0.549477
2.601773
0.355754
1.362586
0.622867
-2.941776
-1.580099
-3.967672
-5.063748
-5.856942
-4.045834
-2.359005
-3.086773
-0.216793
-0.586264
-0.931327
-1.675343
-1.731931
-1.60901
-1.60901
-1.60901
-1.60901
Congo, Dem. Rep.
COD
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-25.081909
-16.975865
-19.077872
-31.645279
-26.119228
-9.201307
-11.365098
-21.982343
-13.281906
-13.380536
-13.788902
-14.377143
-3.109166
-4.733525
0.520569
4.079332
-11.188479
-11.188479
-11.188479
-11.188479
Congo, Rep.
COG
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-30.935534
-31.418317
-15.100453
-33.588626
-26.971312
-97.404204
-94.616311
-68.801428
-57.947118
-54.795875
-49.615273
-58.537182
-52.462479
-32.105014
-54.465997
-34.346067
-25.16423
-28.174689
-19.898501
-12.046881
-3.554722
-13.533901
3.989321
13.032595
15.374003
3.647597
-13.522445
-15.385645
-17.248845
-19.112045
-33.473765
-33.473765
-33.473765
-33.473765
-33.473765
Comoros
COM
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
2.662519
1.998952
3.237974
5.063952
5.887763
0.248114
-0.35875
-0.965614
-1.572478
-2.179342
-2.786206
-3.39307
-3.999934
-4.606798
-1.609255
0.492774
2.678833
4.379727
3.747553
6.090714
5.672226
2.487162
3.405141
2.203427
1.001713
4.041172
-1.069169
2.358252
4.211157
2.5427
1.444314
5.412193
5.412193
5.412193
5.412193
Cabo Verde
CPV
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
29.40015
28.817933
25.763808
26.657859
26.305632
21.363981
21.767635
19.527967
21.136094
25.888402
23.311495
27.054523
27.85799
25.85043
23.754578
23.754578
23.754578
23.754578
Djibouti
DJI
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
10.079307
14.705319
17.801959
12.048225
6.78036
11.929739
14.4607
6.961597
6.961597
6.961597
6.961597
6.961597
Algeria
DZA
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
8.572795
17.907186
18.543541
19.179896
19.816252
20.452607
21.088963
21.725318
22.361674
22.998029
23.634385
24.27074
24.907096
25.543451
26.179807
26.816162
28.642447
31.756349
32.322939
26.840494
29.704705
27.367008
28.539655
27.048079
24.268926
20.376764
22.310074
21.895775
20.58557
18.548292
13.901686
15.40495
15.40495
15.40495
15.40495
Egypt, Arab Rep.
EGY
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
9.874279
16.667538
18.117716
15.397418
10.170688
9.104359
5.377764
6.859954
10.363793
8.309726
7.044164
9.771062
8.261001
6.652306
6.631162
5.070011
6.328553
7.923086
6.692409
4.659486
6.132169
3.403641
1.569123
2.902156
1.780111
2.804881
2.647599
0.059052
2.716458
5.565709
3.752001
-1.129393
-1.129393
-1.129393
-1.129393
Eritrea
ERI
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
23.567221
36.468409
-1.964599
-1.870306
13.943818
-11.678225
2.400094
-0.769124
-0.769124
-0.769124
-0.769124
-0.769124
-0.769124
-0.769124
-0.769124
-0.769124
-0.769124
-0.769124
-0.769124
-0.769124
-0.769124
-0.769124
-0.769124
-0.769124
-0.769124
-0.769124
-0.769124
-0.769124
-0.769124
-0.769124
-0.769124
-0.769124
Ethiopia
ETH
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
7.159494
6.76467
3.966698
9.324039
8.165684
11.25898
12.587069
18.989975
16.701218
15.354125
13.441803
13.441803
13.441803
13.441803
Gabon
GAB
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-24.106759
-8.58374
-23.727522
-34.738659
-15.245991
-13.792751
-6.907944
-1.802416
-9.800547
-4.999104
-11.295297
-7.267968
-5.306126
-2.996281
-3.790259
2.895587
0.688864
-1.51786
1.209373
-0.816013
-0.090627
0.99088
-0.411765
2.162147
10.215923
13.801581
13.801581
13.801581
13.801581
13.801581
13.801581
13.801581
13.801581
13.801581
13.801581
Ghana
GHA
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-4.512257
-2.107378
-8.384453
-4.626125
-2.084924
-3.592355
-3.597207
-10.665189
-2.854142
-6.76081
-6.009374
1.653711
-1.111999
-0.34284
5.586322
2.732749
4.030958
-7.819678
-9.270907
-4.05542
-9.703701
-11.049396
-9.598611
2.698477
2.502332
5.447224
5.027013
1.917388
7.239713
4.801884
13.878245
3.775459
3.775459
3.775459
3.775459
Guinea
GIN
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
5.473992
6.776134
9.061218
13.860726
11.439939
5.281255
1.323741
5.8254
0.486428
2.268256
1.983889
1.005876
-2.719504
0.435297
-3.507621
-11.634678
-15.436662
-19.872384
-12.357806
-21.575857
-9.663542
-13.673402
-12.390753
-26.181627
-23.418521
-26.500619
-22.197534
-8.963563
-10.067697
-8.634843
-14.347877
-16.284259
-16.284259
-16.284259
-16.284259
Gambia, The
GMB
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
6.97863
-4.046131
-3.853988
-14.478643
-16.764517
-7.346507
-20.16396
-9.449561
-9.944841
-10.440121
-10.9354
-11.43068
-11.92596
-12.421239
-10.978088
-13.422932
-5.920688
-8.801033
-18.712351
-14.524428
-19.910863
-16.818739
-9.135494
-18.940152
-12.423296
-4.94144
-5.260672
-5.783009
-3.377855
-1.453125
7.457377
17.841562
17.841562
17.841562
17.841562
Guinea-Bissau
GNB
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-12.522989
-23.258163
-23.952089
-19.165951
-21.654274
-26.993898
-27.625943
-16.808166
-17.224219
-17.640271
-18.056323
-18.472376
-14.612505
-19.487985
-14.075953
-18.601887
-17.345437
-15.972794
-14.914994
-20.997481
-26.228261
-9.945944
-22.834028
-24.555668
-14.146105
-16.466
-17.123216
-13.596199
-2.795648
-4.476847
-3.693181
-3.693181
-3.693181
-3.693181
-3.693181
Equatorial Guinea
GNQ
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
Kenya
KEN
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.197597
5.000984
-0.656574
20.594252
17.98824
5.585628
-0.471016
0.286093
0.744813
2.421535
-3.430308
-6.024129
-7.42728
-7.517723
-3.58111
-0.5641
3.902183
4.00457
2.61151
-5.802276
-5.054771
-5.710524
-5.028407
-7.206432
-6.983557
-6.336843
2.062264
1.339048
3.319947
4.121069
4.99064
7.153488
7.153488
7.153488
7.153488
Liberia
LBR
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
Libya
LBY
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
-0.690842
21.514422
13.412576
31.148214
37.128396
35.349262
35.007533
16.621195
24.722942
6.26405
18.776989
6.898852
-3.589606
-9.570717
-12.6223
5.749706
12.697663
3.079566
-27.210679
-27.210679
-27.210679
-27.210679
-27.210679
Lesotho
LSO
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.304272
33.639766
21.196168
11.260903
3.48931
6.338941
10.840929
14.417218
13.331236
3.924301
-4.204389
3.493854
3.352527
5.777325
5.777325
5.777325
5.777325
5.777325
Morocco
MAR
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
24.622018
20.288701
20.739914
19.121164
18.098237
15.417325
18.382318
18.014038
20.921821
18.90122
19.068101
25.479563
24.624357
26.181733
26.24192
27.779414
27.327661
27.514425
27.794392
23.980726
22.502672
20.884573
18.943075
20.911575
19.206459
21.732505
21.631329
22.04185
20.785631
20.46784
20.19515
21.481299
21.481299
21.481299
21.481299
Madagascar
MDG
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
24.560735
16.869687
23.777476
25.165002
16.468344
-11.134009
-5.641089
-8.035517
-8.006534
-3.872099
-3.998273
3.522493
-7.132327
-3.053525
2.575391
-2.473306
1.965975
5.594362
10.252775
0.215328
-0.370074
-1.080627
-4.828133
-8.654509
-2.133238
-4.497523
-0.854208
0.243898
6.70865
4.745175
-4.32997
-3.260474
-3.260474
-3.260474
-3.260474
Mali
MLI
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
3.432742
1.290006
2.985838
0.116345
2.554088
0.712278
0.341996
3.51733
3.299251
1.405741
-0.809081
2.478283
-0.83676
4.884033
4.26395
4.076058
6.235319
3.859891
0.765379
2.839306
1.068086
1.972323
0.635822
2.661998
4.704075
3.743261
4.340808
3.824922
4.862369
4.316781
3.380442
3.380442
3.380442
3.380442
3.380442
Mozambique
MOZ
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
-0.47123
1.202815
3.511483
4.413082
2.211896
1.66665
1.754476
-1.826772
-1.582993
-3.828602
-2.889306
-8.799088
-5.593177
-4.390524
-0.389349
-4.090668
-6.976674
-6.976674
-6.976674
-6.976674
Mauritania
MRT
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
-2.126407
10.377528
7.79844
-0.149909
36.961005
8.897571
10.399199
2.193441
9.890194
10.751535
11.612877
12.474218
13.335559
14.1969
15.058242
15.919583
16.780924
17.642265
18.503606
19.364948
20.226289
21.08763
21.948971
23.100994
10.847371
11.276583
17.696017
19.664296
24.27578
28.618709
28.076367
24.263611
24.263611
24.263611
24.263611
Mauritius
MUS
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
23.535922
24.550668
25.290587
22.935811
19.564753
17.904433
17.699844
17.705396
17.39386
16.206382
17.774661
19.427214
19.189103
18.319364
16.244421
10.635487
12.84667
16.77373
9.712503
3.710637
2.900276
0.707574
-0.691681
-0.931271
-1.072866
0.21649
1.05037
3.332133
2.733219
2.544954
-3.273084
0.003642
0.003642
0.003642
0.003642
Malawi
MWI
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
Namibia
NAM
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
19.035699
23.119994
21.017672
25.099828
24.470155
22.079346
19.854183
20.429484
16.68108
19.973613
14.119971
17.92834
16.80443
22.338274
22.778996
27.491388
19.452465
20.062542
9.759736
12.513554
8.238562
9.65127
13.919301
17.609436
10.522601
-0.651786
6.964984
6.850318
7.57291
10.773571
-1.834223
-1.834223
-1.834223
-1.834223
Niger
NER
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-7.085461
-3.644069
-4.958551
-7.050049
-2.632173
-2.921611
0.861642
-1.715805
4.833691
2.43799
4.639418
7.842131
7.692394
7.656047
7.529513
15.437622
15.448553
13.909045
17.443582
13.552389
21.518916
19.325768
20.508586
20.237533
21.540357
20.523268
16.710091
14.874732
19.437034
20.441152
9.63904
9.63904
9.63904
9.63904
9.63904
Nigeria
NGA
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
33.273993
34.33426
25.443452
12.402624
14.339937
16.690176
13.553082
17.738128
14.77951
27.303716
27.339949
12.957168
12.387988
9.409571
11.189752
16.436888
30.897433
8.311288
13.70697
10.226698
6.35689
6.006841
15.932623
3.053849
7.57381
3.849797
2.904002
4.287432
3.741255
7.198914
14.393699
18.459394
18.459394
18.459394
18.459394
Rwanda
RWA
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
-2.635036
0.996265
-2.680544
0.442096
-4.691386
-6.278269
-5.649366
-2.920377
-4.921564
-4.357345
-4.222112
-1.49793
-1.49793
-1.49793
-1.49793
Sudan
SDN
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
-0.008536
6.313099
9.57049
26.112109
27.207711
26.181175
29.157729
22.321241
23.701824
17.841483
-8.499036
-8.499036
-8.499036
-8.499036
Senegal
SEN
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.442904
-0.801157
-1.095994
-5.006186
-2.206929
-1.000541
-2.026509
-0.274087
-0.274523
0.071445
-0.35469
3.510266
1.796021
3.973399
3.250107
5.809145
3.688442
5.967198
6.366226
6.33896
8.174922
4.586627
5.468995
6.344292
10.009179
11.4436
12.441834
15.110643
15.299559
15.299559
15.299559
15.299559
15.299559
15.299559
15.299559
Sierra Leone
SLE
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-23.505091
-14.897207
-29.196631
-19.589527
-14.960956
-29.423047
-21.585859
-28.249248
-30.072869
-20.945735
-30.574085
-16.743026
-12.955729
-16.105134
-13.50336
-9.795246
-10.190905
-5.7572
-6.111251
-8.479048
5.957695
-14.705524
-4.090978
-24.815088
2.753548
-16.212311
-33.63307
-16.753732
-21.427898
-11.780113
-9.655056
-9.655056
-9.655056
-9.655056
-9.655056
Somalia
SOM
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
South Sudan
SSD
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-15.818326
-12.927404
-12.927404
-12.927404
-12.927404
-12.927404
-12.927404
-12.927404
-12.927404
-12.927404
-12.927404
Sao Tome and Principe
STP
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
Eswatini
SWZ
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
8.690121
7.726776
6.58428
3.393396
4.025467
2.006288
-0.516133
1.084091
-1.227959
-2.539287
7.394519
12.29667
7.644922
8.441418
7.969303
14.277629
10.763003
12.793127
2.868049
-2.341746
-6.027539
-14.15065
-2.510712
3.778452
4.609466
4.156013
1.260325
0.287736
3.051873
-0.047672
0.50261
4.671285
4.671285
4.671285
4.671285
Seychelles
SYC
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
Chad
TCD
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-14.126461
-7.778298
-7.819878
-12.747667
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
-7.091626
Togo
TGO
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
10.48971
3.228093
-0.264667
-11.594244
-1.257077
0.527909
-1.74706
-6.459435
-6.966219
-5.05482
2.977506
1.25574
5.09824
4.323883
6.494164
0.529604
2.454282
-2.475628
-1.927253
0.040729
-0.095478
-3.199485
-8.994583
-2.191795
2.071699
6.459541
1.320263
4.481401
5.267181
9.789848
12.254981
12.254981
12.254981
12.254981
12.254981
Tunisia
TUN
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
12.918319
11.567269
4.296194
2.038195
4.670841
4.392601
6.678116
7.463243
8.554269
8.712179
7.330469
8.672481
6.11618
7.712204
8.575109
6.557371
7.18104
5.230603
3.359642
4.821587
5.978253
0.019142
-0.688882
-1.388295
4.109998
1.106148
0.342536
-0.411724
1.065422
1.326276
-4.103732
-1.355202
-1.355202
-1.355202
-1.355202
Tanzania
TZA
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-17.512623
-19.938856
-19.491274
-22.804666
-22.851034
-15.79254
-12.758595
-10.163873
-0.392631
-2.434114
0.503559
1.785813
6.358683
9.332552
13.067369
14.536458
16.74952
15.749669
18.495057
15.432166
8.690718
3.12336
1.86019
7.734173
11.611776
11.808167
15.619645
19.637395
22.208357
25.195901
25.17831
25.17831
25.17831
25.17831
25.17831
Uganda
UGA
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-18.255411
-20.436546
-19.627369
-10.186813
-6.415158
-10.927175
-3.542847
0.566295
-4.595457
-1.340485
-4.002669
-3.909854
-3.157696
-8.41975
0.826072
1.890609
-1.296626
-5.689436
-1.310899
-0.156204
-0.136102
-4.760744
-7.540128
-2.659083
1.790328
-5.563156
1.265761
2.816276
1.331658
1.224172
-1.144397
-4.412185
-4.412185
-4.412185
-4.412185
South Africa
ZAF
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-3.574474
-1.687368
0.539585
1.556513
1.003506
4.267954
2.006589
2.675497
1.683184
1.185293
0.535252
-1.740219
1.408511
4.454341
3.115567
4.345206
4.142081
2.031681
-3.279265
2.265544
2.109702
1.314485
-0.760584
-1.623425
-1.36581
0.039688
-1.519632
-0.588394
-1.806496
-2.13329
-2.536221
-2.536221
-2.536221
-2.536221
-2.536221
Zambia
ZMB
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
6.195484
8.124965
15.767763
15.175597
15.78271
17.905671
14.279606
18.929295
22.489861
22.831068
22.450917
22.450917
22.450917
22.450917
22.450917
Zimbabwe
ZWE
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
0.038609
-0.331745
-8.418551
22.911797
21.457544
18.328085
15.198626
12.069167
8.939708
5.810249
2.680791
-0.448668
-3.578127
-6.707586
-9.837045
-12.966504
-16.095963
-19.225421
-22.35488
-25.484339
-19.384795
-19.711416
-31.373538
-20.094302
-21.035934
-26.405834
-21.024038
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2.267146
5.664455
1.454492
1.454492
1.454492
1.454492
1.454492

Africa Adjusted Net Savings Including Particulate Emission Damage Percentage of Gni Dataset

Overview

This dataset contains adjusted net savings, including particulate emission damage (% of gni) data for African countries from the World Bank Economy & Growth indicators.

Data Details

  • Indicator Code: NY.ADJ.SVNG.GN.ZS
  • Description: Adjusted net savings, including particulate emission damage (% of GNI)
  • Geographic Coverage: 54 African countries
  • Time Period: 1960-2024
  • Data Points: 3,120 observations
  • Coverage: 88.89% of possible country-year combinations

File Formats

Main Dataset (Africa-Adjusted-Net-Savings-Including-Particulate-Emission-Damage-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: 3,120
  • Possible Observations: 3,510
  • Coverage Rate: 88.89%

Countries with No Data

6 countries have no observations: Equatorial Guinea (GNQ), Liberia (LBR), Malawi (MWI), Somalia (SOM), Sao Tome and Principe (STP), Seychelles (SYC)

Usage Examples

Python

import pandas as pd

# Load main dataset
df = pd.read_csv('Africa-Adjusted-Net-Savings-Including-Particulate-Emission-Damage-Percentage-of-Gni.csv', index_col=[0, 1])

R

# Load main dataset
df <- read.csv('Africa-Adjusted-Net-Savings-Including-Particulate-Emission-Damage-Percentage-of-Gni.csv', row.names=c(1,2))

Source

World Bank Open Data - Economy & Growth

  • Original File: API_NY.ADJ.SVNG.GN.ZS_DS2_en_excel_v2_551731.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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