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Country Name
stringlengths
4
24
Country Code
stringlengths
3
3
1960
float64
0
857
1961
float64
0
857
1962
float64
0
857
1963
float64
0
857
1964
float64
0
857
1965
float64
0
857
1966
float64
0
857
1967
float64
0
857
1968
float64
0
857
1969
float64
0
857
1970
float64
0
857
1971
float64
0
857
1972
float64
0
857
1973
float64
0
857
1974
float64
0
857
1975
float64
0
857
1976
float64
0
1.24k
1977
float64
0
2.02k
1978
float64
0
1.95k
1979
float64
0
3.24k
1980
float64
0
8.72k
1981
float64
0
10.4k
1982
float64
0
47.4k
1983
float64
0
14.1k
1984
float64
0
11.6k
1985
float64
0
27.5k
1986
float64
0
10.5k
1987
float64
0
79.4k
1988
float64
0
113k
1989
float64
0
22.1k
1990
float64
0
36.4k
1991
float64
0
59.8k
1992
float64
0
78.6k
1993
float64
0
34.1k
1994
float64
0
17.3k
1995
float64
0
6.44k
1996
float64
0
265k
1997
float64
0
250k
1998
float64
0
188k
1999
float64
0
278k
2000
float64
0
528k
2001
float64
0
344k
2002
float64
0
55.6k
2003
float64
0
28.2k
2004
float64
0
12k
2005
float64
0
9.54k
2006
float64
0
3.64k
2007
float64
0
1.98k
2008
float64
0
2.26k
2009
float64
0.07
843
2010
float64
0
843
2011
float64
0
2.87k
2012
float64
0
2.89k
2013
float64
0
2.86k
2014
float64
0
2.94k
2015
float64
0
2.97k
2016
float64
0
3.05k
2017
float64
0
3.05k
2018
float64
0
3.9k
2019
float64
0.02
3.05k
2020
float64
0
11.5k
2021
float64
0
3.05k
2022
float64
0
3.05k
2023
float64
0
3.41k
2024
float64
0
3.41k
Angola
AGO
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
857.426017
210.282093
322.711482
832.097073
322.647421
110.407452
198.274601
321.53865
169.417611
86.716021
72.447856
26.168419
20.272807
13.378378
18.973541
23.211301
22.417606
27.906473
36.003751
28.336415
25.432495
18.603727
21.243581
18.375449
15.814696
38.822739
32.065852
30.704344
35.366247
35.366247
Burundi
BDI
5.213454
5.213454
5.213454
5.213454
5.213454
5.213454
5.213454
5.213454
5.213454
5.213454
5.213454
5.213454
5.213454
5.213454
5.213454
5.213454
5.213454
5.213454
5.998119
13.44015
11.466344
14.67441
42.829349
29.842725
48.03377
89.982026
31.748492
54.032754
16.57937
15.434463
11.966084
9.062905
7.204119
3.0577
2.660135
6.893918
5.627149
13.392386
28.508319
131.541186
172.663953
491.763018
162.99813
70.59248
34.094241
33.866395
28.684137
7.791458
6.748936
2.166588
4.739549
0.143014
2.352983
9.494146
15.218866
0.194661
0.278483
0.272067
0.388984
0.239179
0.293404
0.099563
0.16716
0.325402
0.325402
Benin
BEN
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
Burkina Faso
BFA
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
Botswana
BWA
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.102592
2.041722
6.557384
1.19748
3.379839
1.086753
1.063174
1.101741
0.263731
0.267947
0.211422
0.169395
0.127514
0.173391
0.178406
0.166186
0.189363
0.255116
0.217092
0.119579
0.704845
0.12507
0.316432
0.142445
0.271313
0.23749
0.43073
0.370931
0.66571
0
0.224725
0.493512
1.815266
4.565509
5.035953
5.453613
5.141707
5.039788
5.096669
5.270335
1.439154
3.768455
2.256078
4.407401
3.248245
2.618165
6.10337
6.10337
Central African Republic
CAF
6.171063
6.171063
6.171063
6.171063
6.171063
6.171063
6.171063
6.171063
6.171063
6.171063
6.171063
126.712049
31.17241
50.087607
82.368407
56.996708
22.304376
61.209163
62.220192
48.18605
39.842467
26.356545
37.695203
29.212315
23.714643
33.942821
40.571479
28.773124
33.981656
31.298095
30.708101
41.114911
51.908739
62.86913
20.65742
24.012191
23.161964
34.566338
40.382361
43.179865
27.91907
27.842483
41.923275
73.804885
73.064176
75.179416
86.299045
107.268871
67.883582
40.600269
47.42668
71.940111
54.118703
45.705595
34.167267
42.243349
36.97359
24.47394
24.432002
37.756778
30.843687
33.674759
27.341701
15.417288
15.417288
Cote d'Ivoire
CIV
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
Cameroon
CMR
0
0
0
0
0
0
0
0
0
0
0
0
0.027911
0.099807
1.517829
2.264819
0
248.351922
294.828966
172.233479
134.831982
260.648361
500.170036
196.617294
622.074169
384.005373
1,129.029714
979.116021
434.601024
652.236812
2,524.551271
1,800.244027
2,619.524182
6,334.357347
5,126.408246
6,444.432811
8,763.130025
13,391.987325
13,164.834973
9,127.009332
555.816733
271.764197
114.957206
55.291881
65.041536
34.601629
28.41322
8.100704
1.296029
0.06909
0.238252
2.125948
4.649612
12.74545
5.584546
8.451094
11.792806
16.504424
12.52549
10.141036
9.29412
15.117541
17.115173
17.57409
17.57409
Congo, Dem. Rep.
COD
17.96544
17.96544
17.96544
17.96544
17.96544
17.96544
17.96544
17.96544
17.96544
17.96544
17.96544
26.032613
30.338033
30.293259
73.006316
268.400447
384.83393
220.071065
247.175102
163.993146
85.766895
133.463251
204.669018
104.078885
117.679908
120.959645
92.532116
139.963818
224.556249
229.103418
285.252579
560.495981
937.203482
3,717.171847
1,938.696916
1,979.40149
3,780.625925
3,356.63719
4,317.702104
4,086.075347
4,156.04197
4,300.624744
711.775272
477.318541
196.243312
285.089345
328.14305
341.440494
840.916183
59.777741
33.471035
17.666391
15.833733
26.322461
11.742686
13.569802
30.345658
26.41854
31.412501
31.979773
48.392898
13.125028
13.430404
11.795251
11.795251
Congo, Rep.
COG
3.611927
3.611927
3.611927
3.611927
3.611927
3.611927
3.611927
3.611927
3.611927
3.611927
3.611927
6.071259
14.381381
38.584814
15.844678
32.529714
57.325345
888.238363
1,072.95747
399.238916
266.558222
91.070697
441.184385
1,470.014859
2,576.515777
8,941.970556
6,284.281926
10,222.513175
6,320.369095
7,176.727773
7,180.035702
8,919.211529
11,361.570378
16,674.096535
1,101.627022
1,588.411316
542.197869
1,159.182627
20,444.76944
2,499.017902
388.306636
1,558.130446
2,745.870139
2,657.819978
763.288409
106.796025
44.050548
14.909248
6.048523
6.719096
4.430132
2.641117
3.490497
4.390606
4.278841
20.211776
26.385936
72.901901
65.039782
23.648999
24.867667
34.993748
23.056584
27.568393
27.568393
Comoros
COM
15.723508
15.723508
15.723508
15.723508
15.723508
15.723508
15.723508
15.723508
15.723508
15.723508
15.723508
15.723508
15.723508
15.723508
15.723508
15.723508
15.723508
15.723508
15.723508
15.723508
15.723508
24.476742
10.238292
19.720725
88.127418
38.258678
43.362917
48.992291
46.269305
41.224223
41.432853
42.630866
43.215406
35.870704
22.16114
22.259135
18.387063
33.988614
32.532427
53.17354
64.869399
38.250092
36.678117
29.054298
32.683829
39.188179
38.695382
9.88017
4.969199
3.144168
3.027977
2.994864
2.115413
0.922332
0.934556
0.734468
0.951107
0.530132
0.620188
0.938576
0.515184
0.446862
0.551401
0.14001
0.14001
Cabo Verde
CPV
0.015861
0.015861
0.015861
0.015861
0.015861
0.015861
0.015861
0.015861
0.015861
0.015861
0.015861
0.015861
0.015861
0.015861
0.015861
0.015861
0.015861
0.015861
0.015861
0.015861
0.015861
0.015861
0.028077
0.004202
0
1.847864
12.19165
12.892075
5.55254
3.258142
6.042519
7.233841
7.927561
12.059269
23.235625
79.199111
21.504283
35.998086
66.239086
44.241156
13.861134
7.926937
4.048426
1.926001
0.751028
0.538906
0.283272
0.353123
0.398803
0.366697
0
0
95.472372
100.031753
59.055358
58.787181
49.811191
52.585003
53.301648
44.101007
47.640762
51.446731
54.995002
48.554056
48.554056
Djibouti
DJI
0.72718
0.72718
0.72718
0.72718
0.72718
0.72718
0.72718
0.72718
0.72718
0.72718
0.72718
0.72718
0.72718
0.72718
0.72718
0.72718
0.72718
0.72718
0.72718
0.72718
0.72718
0.72718
0.72718
0.72718
0.72718
0
0.105326
0
0
0.000903
0.078392
0.159958
0.779919
2.064627
3.73628
4.903887
5.501434
6.388211
9.483397
9.27664
65.583185
65.446103
47.733391
11.235115
50.163316
97.740625
87.402088
106.626051
83.603911
49.726536
48.79738
36.31119
45.166392
23.042108
19.598721
1.117476
13.172852
50.014576
52.760701
74.802582
36.88667
113.902773
106.535723
95.294264
95.294264
Algeria
DZA
65.079157
65.079157
65.079157
65.079157
65.079157
65.079157
65.079157
65.079157
65.079157
65.079157
65.079157
65.079157
65.079157
65.079157
65.079157
65.079157
65.079157
65.079157
61.461981
35.035535
32.91431
39.005248
55.321132
48.800166
55.221804
40.090144
82.031919
30.287128
50.791054
59.62013
29.261645
35.810064
23.932159
19.199498
13.224601
6.261742
5.20672
1.677481
2.20071
3.178872
1.638701
1.012298
0.427596
0.410456
0.942877
0.872125
0.663888
0.652062
0.880319
0.962183
1.043182
0.596557
0.600737
0.659264
1.059793
1.210583
1.644127
1.999293
2.654054
3.153897
3.000855
2.84044
2.427452
2.355229
2.355229
Egypt, Arab Rep.
EGY
243.095609
243.095609
243.095609
243.095609
243.095609
243.095609
243.095609
243.095609
243.095609
243.095609
243.095609
293.232098
227.46249
98.732427
84.331427
210.118818
268.172858
522.690473
322.346423
211.238044
162.40361
216.297639
280.148588
306.292015
389.167799
390.37278
400.278783
248.925897
303.919914
316.01278
122.936903
50.131388
21.666397
14.4693
13.409062
13.854687
12.832909
15.448955
22.639943
28.268595
29.771233
16.230644
15.274643
12.769659
11.206208
7.574642
6.612077
6.939948
8.279733
7.339851
8.504313
16.233963
42.477164
17.030779
22.247139
27.897228
50.52407
30.572434
24.716078
25.31852
30.684801
32.247149
94.096969
89.15288
89.15288
Eritrea
ERI
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
33.076131
37.460946
102.134789
115.125384
94.13293
44.928904
78.727117
52.775394
31.188544
15.447089
13.624811
15.370065
13.573897
19.266325
36.897018
48.18078
18.324894
18.953896
20.87576
17.070485
17.070485
17.070485
17.070485
17.070485
17.070485
Ethiopia
ETH
0.490622
0.490622
0.490622
0.490622
0.490622
0.490622
0.490622
0.490622
0.490622
0.490622
0.490622
0.607836
0.75167
0.014318
0.005531
0.033734
0.159883
20.499667
24.029466
20.262727
21.547197
15.842726
24.472821
30.514769
62.266388
35.749552
25.072088
43.580526
89.090518
90.824438
263.45784
259.069584
117.993412
73.634856
72.151701
56.520931
59.510985
96.149257
104.610953
15.998922
23.67253
10.955842
5.892423
6.709817
4.864697
12.268725
7.262138
5.130708
6.660508
12.858892
13.478719
6.378944
1.568003
8.624287
8.277629
14.339346
30.600477
20.817497
18.793287
16.113634
13.399088
32.318844
28.361667
10.600732
10.600732
Gabon
GAB
88.197502
88.197502
88.197502
88.197502
88.197502
88.197502
88.197502
88.197502
88.197502
88.197502
88.197502
70.901945
124.85252
104.477008
63.89616
75.991444
133.442337
2,016.266537
865.672893
906.492798
198.404249
72.162231
54.463848
121.594183
123.486094
133.223498
364.985877
2,243.971864
566.660212
1,532.32289
248.505727
264.382975
954.733576
15,314.55557
214.951354
187.783831
86.438738
168.339037
2,504.311151
2,780.642123
183.591482
2,244.973382
159.632112
160.256131
40.747465
36.303993
38.094739
36.053041
5.952649
5.200521
9.812213
8.577043
4.724811
9.089174
2.945353
11.296779
30.500419
21.480295
14.183703
26.21722
5.446068
1.290949
22.909875
8.565872
8.565872
Ghana
GHA
11.944939
11.944939
11.944939
11.944939
11.944939
11.944939
11.944939
11.944939
11.944939
11.944939
11.944939
12.338815
15.637403
13.217924
9.022566
3.949034
2.711639
123.513447
112.280154
50.780081
39.681663
106.624965
66.120662
31.862913
55.504621
34.480147
30.294637
36.655475
25.201622
46.960396
103.475911
61.068644
100.6857
91.643375
84.146288
77.282393
70.269362
109.676938
157.978517
134.291565
171.478454
122.021179
100.1438
51.508104
31.466441
40.685262
52.082538
54.968058
55.928993
40.932154
40.555821
45.570753
44.693274
65.334692
55.037185
57.536934
47.578747
47.508048
58.022508
61.359107
65.61155
51.849434
89.388823
103.711917
103.711917
Guinea
GIN
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
116.645213
124.99
93.843737
167.943359
181.907387
197.717498
334.091687
122.569105
141.64917
177.85491
96.795424
103.810418
22.378302
58.202629
161.115793
308.660427
284.014122
224.034955
3.788411
35.796753
4.588376
12.445316
11.573902
6.385599
15.445436
8.394934
10.32396
10.830012
13.511699
9.527549
9.921082
11.694033
15.76909
15.76909
Gambia, The
GMB
28.757129
28.757129
28.757129
28.757129
28.757129
28.757129
28.757129
28.757129
28.757129
28.757129
28.757129
28.757129
28.757129
28.757129
28.757129
28.757129
28.757129
28.757129
38.499865
1,036.828578
410.580614
468.398159
234.153862
854.153283
2,020.323962
2,041.693602
209.942678
90.755309
71.391176
53.915222
28.403519
30.324354
22.94301
40.290328
24.08997
13.966733
22.10392
13.773815
14.56092
19.935536
25.003933
25.276463
35.053556
55.247818
32.129127
22.855235
14.814455
15.139758
13.684062
19.383333
22.230735
0.403022
9.541898
6.113381
8.564746
11.071388
20.405984
8.502556
9.795094
10.108152
7.460759
5.806908
7.120422
15.82696
15.82696
Guinea-Bissau
GNB
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
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
31.405359
31.405359
31.405359
31.405359
31.405359
31.405359
31.405359
31.405359
31.405359
31.405359
31.405359
42.118475
41.591129
52.35222
85.884479
107.839478
78.400302
57.628131
109.264341
64.16916
118.87285
178.919908
136.868212
100.488146
90.743432
112.784333
83.694234
200.979327
180.139925
192.650223
395.690149
487.517783
976.412287
206.67606
115.126621
164.861612
68.010557
98.186891
106.539301
98.438601
84.280232
49.726436
61.636872
46.677485
43.577791
27.246294
24.41535
28.825656
33.013539
24.952776
24.100736
30.304378
27.604167
36.667696
25.365751
35.905652
28.25336
36.266378
31.188599
28.730425
27.638849
25.655919
32.137309
38.347657
38.347657
Liberia
LBR
1.046509
1.046509
1.046509
1.046509
1.046509
1.046509
1.046509
1.046509
1.046509
1.046509
1.046509
1.046509
1.046509
1.046509
1.046509
0.242456
0.310625
91.884795
495.813894
136.954596
1,489.666589
968.85977
1,224.307433
285.670394
2,119.558225
7,391.384863
10,518.757474
79,412.68398
113,054.338901
6,468.229444
31,690.187696
56,912.145948
78,593.215628
34,122.824324
17,331.154033
3,481.043499
265,119.934683
249,907.646972
188,255.999372
277,947.111378
527,646.781493
343,758.699472
55,554.759668
28,166.643214
11,955.374533
9,536.534817
3,640.367376
1,976.6899
873.730594
24.594661
0.09999
2.406077
2.091584
1.927469
0.003775
0
0
0
0
0.019085
0
0
0
0
0
Libya
LBY
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
Lesotho
LSO
15.914545
15.914545
15.914545
15.914545
15.914545
15.914545
15.914545
15.914545
15.914545
15.914545
15.914545
15.914545
15.914545
15.914545
15.914545
15.914545
15.914545
15.914545
15.914545
15.914545
15.914545
13.826337
6.311082
5.999065
8.234508
9.251507
6.637926
5.923182
10.66074
4.08182
3.859079
2.850681
3.022318
1.971463
1.282701
0.875773
0.868611
0.699621
0.706572
0.80071
23.211789
22.251604
14.026619
0.217234
1.595201
1.348459
0.303766
0.199449
0.205861
0.199805
0
0.442529
0
0.00072
0.020073
3.315509
4.147762
0.058996
0.06988
0.046873
0.280868
0.324185
1.873156
0.393976
0.393976
Morocco
MAR
50.113583
50.113583
50.113583
50.113583
50.113583
50.113583
50.113583
50.113583
50.113583
50.113583
50.113583
46.935611
35.287742
31.87166
23.21972
37.015276
42.257802
92.687136
71.106419
80.110335
95.5573
157.220542
196.225512
312.657711
426.969221
348.241539
158.81444
115.248573
44.009923
36.148152
17.429305
8.916614
10.153683
8.016763
4.812138
5.11182
35.334743
51.481182
39.720615
34.387128
31.355079
19.459515
16.41132
8.857243
1.073922
4.120687
8.33061
7.764965
7.178844
9.378431
11.586604
19.025217
24.316261
28.465371
37.524181
30.186299
35.553843
28.28597
30.438704
32.921297
22.630086
25.467236
30.793462
27.585381
27.585381
Madagascar
MDG
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.220611
0.320164
0.258533
66.915956
76.237778
3,239.991133
2,677.265512
347.428254
513.504513
612.436166
193.704476
244.230583
144.697176
76.730696
71.352501
50.387922
241.876967
295.49312
398.364948
491.616637
662.077655
498.959164
216.187464
58.394197
133.961945
142.427085
105.695957
60.045511
63.710377
37.749902
15.049587
20.536602
37.831166
94.389964
62.390806
66.050472
41.497686
37.933743
44.482705
44.455843
36.921346
24.514336
17.271515
11.060622
15.559082
16.613509
13.783596
9.851177
8.315936
4.880606
4.880606
Mali
MLI
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
Mozambique
MOZ
152.157907
152.157907
152.157907
152.157907
152.157907
152.157907
152.157907
152.157907
152.157907
152.157907
152.157907
152.157907
152.157907
152.157907
152.157907
152.157907
152.157907
152.157907
152.157907
152.157907
152.157907
152.157907
152.157907
152.157907
152.157907
344.784465
505.010984
266.46834
191.683416
213.721076
148.516582
102.403178
101.70446
87.134147
106.023871
142.529362
52.790236
59.357952
58.285244
59.592365
76.394289
75.009603
52.44484
44.887775
67.662867
64.753537
47.482743
33.840002
34.949785
29.154391
26.937592
11.686703
12.687052
22.372051
14.446499
31.851037
28.977968
32.903846
40.183488
39.821378
42.644057
49.19869
26.716983
25.671448
25.671448
Mauritania
MRT
0.038262
0.038262
0.038262
0.038262
0.038262
0.038262
0.038262
0.038262
0.038262
0.038262
0.038262
0.038262
0.766596
0.41121
0.084744
0.410059
0.266031
81.492957
65.770758
43.504435
44.405275
58.845682
63.950642
96.47546
154.840605
166.020072
213.62527
161.432034
293.11344
187.246933
403.837494
434.332263
313.945455
352.491826
332.932704
185.362092
122.236082
147.749943
442.084039
715.619394
504.446704
608.961078
292.546923
552.088712
418.632612
238.950811
118.124768
531.552856
578.639149
437.295392
377.17304
198.909044
107.837457
105.195491
161.391209
132.054671
121.984489
118.965924
112.635923
105.261612
72.007538
8.845546
8.845546
8.845546
8.845546
Mauritius
MUS
0.146769
0.146769
0.146769
0.146769
0.146769
0.146769
0.146769
0.146769
0.146769
0.146769
0.146769
0.146769
0.146769
0.146769
0.146769
0.146769
0.146769
0.146769
0
0
0.146525
0.089228
0
0
0.046036
0
0
0
0.022168
0.00592
0.301245
0.474479
0.265705
0.283116
0.231436
0.094803
0.006306
0
0
0
0
0
0
0
0
0
0
0
0
56.238427
56.724402
61.970549
95.617385
83.145246
136.305949
111.551553
93.245809
87.57167
76.421713
77.583317
85.953771
86.527247
107.003171
130.293888
130.293888
Malawi
MWI
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
77.922441
97.438156
151.155868
152.912572
92.323895
299.740531
359.629775
69.355336
164.094966
270.396851
162.944628
33.018567
45.337027
41.075073
18.871188
110.757552
17.242636
25.77262
37.836956
44.398176
16.099667
12.327391
26.949289
30.323548
17.489758
72.880473
45.268625
28.657149
26.121572
49.319298
26.835094
33.082764
41.034663
13.216595
17.509387
8.784563
4.900523
3.492212
1.859271
7.208011
6.987416
3.315427
8.064375
30.01282
30.01282
30.01282
30.01282
30.01282
Namibia
NAM
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
Niger
NER
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
Nigeria
NGA
120.628631
120.628631
120.628631
120.628631
120.628631
120.628631
120.628631
120.628631
120.628631
120.628631
120.628631
71.596029
89.566504
92.183444
10.629396
9.597154
8.209582
49.84233
120.586573
38.697263
33.394176
106.208089
131.576603
404.070443
343.132007
263.996572
272.730439
104.714473
165.877883
22.770846
36.416282
18.354982
184.7379
241.23432
292.659364
330.650652
131.106521
71.050536
89.941966
110.578412
11.089277
15.430445
30.00166
45.178074
30.398598
19.251502
13.137299
12.453685
11.549944
13.39479
28.345889
33.759083
34.497941
35.127538
36.047953
30.490079
23.295621
43.141153
32.209625
54.409643
50.160551
45.88892
60.412944
59.124288
59.124288
Rwanda
RWA
0.008179
0.008179
0.008179
0.008179
0.008179
0.008179
0.008179
0.008179
0.008179
0.008179
0.008179
0.008179
0.008179
0.008179
0.008179
0.008179
0.008179
10.705347
17.90092
12.724426
13.268258
11.925117
17.629183
14.375596
34.756864
23.828541
16.648231
23.765657
34.926254
64.384185
105.891811
45.625567
70.079306
125.055274
65.413224
32.463102
32.258765
50.088889
29.306676
30.882084
20.107947
16.298402
17.963103
12.603222
4.869528
5.981195
5.020336
3.005603
0.873354
1.004872
1.75189
15.614682
18.131833
1.694755
2.643509
1.227604
22.35416
26.002202
26.152523
23.447259
21.991844
22.145329
21.812211
24.164055
24.164055
Sudan
SDN
278.319366
278.319366
278.319366
278.319366
278.319366
278.319366
278.319366
278.319366
278.319366
278.319366
278.319366
189.964158
171.408771
123.918921
123.116542
591.15921
1,235.643102
1,993.174067
1,954.853633
776.949481
1,228.313688
5,187.807906
4,499.226345
4,387.245418
8,030.635351
11,235.124694
2,465.972666
16,041.692573
18,566.255266
22,060.134416
36,404.057047
59,755.556251
18,340.597621
14,491.200813
7,730.270159
3,898.172509
5,818.888064
7,397.451805
7,005.969879
3,216.017184
3,444.165063
8,725.606285
1,943.28167
1,027.16649
449.147977
308.786187
359.490879
473.804705
485.291785
619.822365
703.65072
2,867.710268
2,885.871238
2,861.547802
2,937.268105
2,970.688971
3,054.159897
3,051.227266
3,051.227266
3,051.227266
3,051.227266
3,051.227266
3,051.227266
3,051.227266
3,051.227266
Senegal
SEN
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
Sierra Leone
SLE
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.370349
6.127597
14.450484
13.453142
2.74316
12.54563
22.808613
53.391896
148.207648
106.631736
215.282939
259.785474
135.318343
520.917413
755.263049
2,558.525831
2,733.529015
2,127.584859
713.18918
526.811104
39.712334
77.587847
91.224485
24.597765
68.449471
87.296684
94.084663
37.534488
12.255913
25.208519
17.186721
12.423313
6.502845
2.337818
4.089075
5.67951
1.006671
7.970288
46.235561
40.128591
35.562342
36.947484
40.413884
35.520401
37.608929
35.179527
25.990813
19.674987
25.881651
31.669911
31.669911
Somalia
SOM
0.140138
0.140138
0.140138
0.140138
0.140138
0.140138
0.140138
0.140138
0.140138
0.140138
0.140138
0.140138
0.140138
0.140138
0.140138
0.392799
1.256177
11.675271
19.759822
61.285531
180.247233
88.63107
339.933929
419.948713
1,467.677024
817.881606
432.786769
544.276184
608.553124
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
842.534366
South Sudan
SSD
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
Sao Tome and Principe
STP
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
252.713117
164.495828
88.814993
149.933331
274.443025
199.842295
142.28413
166.186057
60.409607
85.772491
53.944574
44.290389
48.755931
29.732428
24.672322
41.341306
49.229788
26.944284
19.019739
16.61328
10.3583
13.141761
10.945613
20.141153
37.252701
30.943959
28.508891
31.767127
47.703269
47.703269
Eswatini
SWZ
9.503071
9.503071
9.503071
9.503071
9.503071
9.503071
9.503071
9.503071
9.503071
9.503071
9.503071
9.503071
9.503071
9.503071
9.503071
9.503071
9.503071
9.503071
14.965428
7.035755
9.449146
6.226499
18.390924
40.000497
8.739028
17.981557
17.654226
13.415505
5.649021
11.778132
2.107817
2.77346
1.974895
2.676173
2.929746
3.728464
0.81166
53.62411
7.875053
14.049729
17.9082
26.493461
24.555918
18.579551
12.806418
39.117203
11.738481
5.012122
6.36282
2.115736
27.564097
27.09548
5.326064
5.472913
4.728008
2.291685
10.37173
32.288639
3.257739
4.465911
4.836461
6.911983
2.642987
11.837884
11.837884
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
9.657602
9.657602
9.657602
9.657602
9.657602
9.657602
9.657602
9.657602
9.657602
9.657602
9.657602
3.498043
6.378268
74.697452
9.475747
54.984648
11.747343
33.094519
127.202032
106.38248
97.28919
97.956193
46.840362
18.810972
7.164963
54.542013
153.092899
66.237259
55.85414
24.305499
22.530034
30.958803
26.163404
59.889213
32.803342
11.649596
10.358546
18.207411
17.788628
25.740793
20.208691
14.550758
8.421611
7.946502
6.714862
4.751069
2.076726
2.678883
0.304521
1.933442
1.475109
1.91171
0.60252
0.587159
0.431276
0.001355
205.351652
323.799479
21.178294
8.5516
7.944009
15.107407
3.385354
3.297725
3.297725
Togo
TGO
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
Tunisia
TUN
73.458295
73.458295
73.458295
73.458295
73.458295
73.458295
73.458295
73.458295
73.458295
73.458295
73.458295
33.000858
23.874638
20.244143
16.709294
20.353278
24.266887
53.483722
58.669272
28.506474
19.470683
21.874282
19.704168
20.584702
36.494618
62.397314
60.4527
41.380085
34.286219
36.2368
73.185458
77.383855
91.214945
84.127397
71.633904
77.558031
79.688994
75.402997
54.393324
66.14815
84.9619
128.953696
130.277924
107.520579
82.979177
68.925513
48.260659
49.61395
47.90549
42.811254
50.990607
63.573305
71.458022
87.043511
91.300141
86.976298
109.074713
121.392967
142.952141
144.326589
108.371216
152.494635
169.048304
149.047417
149.047417
Tanzania
TZA
36.940126
36.940126
36.940126
36.940126
36.940126
36.940126
36.940126
36.940126
36.940126
36.940126
36.940126
53.109227
94.950951
142.422555
590.859466
612.142825
475.880904
282.282926
1,247.97085
1,850.209647
8,722.44794
10,376.473575
47,369.529767
14,111.995915
11,574.002158
27,522.151791
656.702175
1,745.305432
792.607862
817.364716
269.613251
300.579381
179.432275
368.401846
266.453185
321.833206
220.505363
131.684912
147.749463
124.83634
85.343066
51.465379
45.810658
40.468488
49.20257
48.965304
44.289028
35.91372
46.949015
40.386082
35.040556
43.577242
50.571765
32.795571
42.513871
53.344924
56.972074
44.467516
51.136351
51.136351
51.136351
51.136351
51.136351
51.136351
51.136351
Uganda
UGA
0.038129
0.038129
0.038129
0.038129
0.038129
0.038129
0.038129
0.038129
0.038129
0.038129
0.038129
0.08532
0.495232
0.7043
2.00078
3.983914
5.39458
7.890926
16.280882
192.144289
2,093.4801
102.642507
50.38364
25.887074
57.689486
148.911401
212.878211
111.814018
165.463832
777.970445
332.759892
293.91954
168.224207
71.429594
39.988938
22.329557
21.917727
19.435945
19.682228
17.261609
16.022249
15.358172
16.968557
13.685263
10.298768
5.854442
8.176569
1.033541
19.918471
7.855224
0.969011
1.001795
0.827918
14.065498
16.069784
19.056846
16.201958
12.714666
15.150583
15.150583
15.150583
15.150583
15.150583
15.150583
15.150583
South Africa
ZAF
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
234.880388
216.710587
462.705392
183.438407
207.768508
144.263852
124.031734
109.547092
103.034689
137.29308
91.003816
85.151664
95.325501
88.771353
92.170994
73.692048
73.193365
60.145736
71.973531
72.909537
86.416215
80.685046
78.846756
80.606604
92.692307
80.819685
67.40232
63.010063
70.927815
67.559256
67.559256
Zambia
ZMB
31.077694
31.077694
31.077694
31.077694
31.077694
31.077694
31.077694
31.077694
31.077694
31.077694
31.077694
58.778639
107.950131
96.646637
119.573414
200.07944
323.777775
687.843027
673.288019
341.042433
284.436725
428.798079
411.397939
371.354422
812.107976
333.160572
1,454.216704
1,035.802498
1,032.283315
1,259.543908
702.323489
697.476725
685.739956
674.003188
302.061859
186.213783
213.950083
107.87718
472.873931
241.621264
31.152535
76.875247
17.140117
35.985935
40.602335
41.863668
58.834794
50.66195
59.159241
23.580824
54.930384
22.691025
26.99813
27.904754
26.58464
24.902138
32.367508
43.240548
39.622779
57.936905
60.719873
51.446357
88.611738
106.150507
106.150507
Zimbabwe
ZWE
5.382799
5.382799
5.382799
5.382799
5.382799
5.382799
5.382799
5.382799
5.382799
5.382799
5.382799
11.495714
5.19947
0
0
0
0
47.115507
15.183888
8.101477
21.467648
112.203476
181.610465
160.096759
132.327902
89.157048
91.712139
70.710964
88.228247
149.645461
200.123757
189.991786
174.554479
95.593096
84.878316
77.188659
96.028062
254.827279
248.256371
155.753012
177.265814
480.534315
443.978274
635.209198
452.749477
1,146.974044
900.366843
1,112.288092
2,259.034803
200.319516
250.050555
313.806623
423.638251
578.960212
725.97948
707.166329
771.569981
1,274.012777
3,899.811635
2,332.007656
11,548.300169
445.96412
665.184558
3,409.695997
3,409.695997

Africa Short term Debt Percentage of Total Reserves Dataset

Overview

This dataset contains short-term debt (% of total reserves) data for African countries from the World Bank Economy & Growth indicators.

Data Details

  • Indicator Code: DT.DOD.DSTC.IR.ZS
  • Description: Short-term debt (% of total reserves)
  • Geographic Coverage: 54 African countries
  • Time Period: 1960-2024
  • Data Points: 2,665 observations
  • Coverage: 75.93% of possible country-year combinations

File Formats

Main Dataset (Africa-Short-term-Debt-Percentage-of-Total-Reserves.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: 2,665
  • Possible Observations: 3,510
  • Coverage Rate: 75.93%

Countries with No Data

13 countries have no observations: Benin (BEN), Burkina Faso (BFA), Cote d'Ivoire (CIV), Guinea-Bissau (GNB), Equatorial Guinea (GNQ), Libya (LBY), Mali (MLI), Namibia (NAM), Niger (NER), Senegal (SEN), South Sudan (SSD), Seychelles (SYC), Togo (TGO)

Usage Examples

Python

import pandas as pd

# Load main dataset
df = pd.read_csv('Africa-Short-term-Debt-Percentage-of-Total-Reserves.csv', index_col=[0, 1])

R

# Load main dataset
df <- read.csv('Africa-Short-term-Debt-Percentage-of-Total-Reserves.csv', row.names=c(1,2))

Source

World Bank Open Data - Economy & Growth

  • Original File: API_DT.DOD.DSTC.IR.ZS_DS2_en_excel_v2_542517.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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