Search is not available for this dataset
year
int64 1.96k
2.02k
| Algeria
float64 0.46
6.05
| Angola
float64 0
49.3
| Benin
null | Botswana
float64 2.24
7.27
| Burkina Faso
null | Burundi
float64 0.51
56
| Cabo Verde
float64 0
26.8
| Cameroon
float64 2.83
28.7
| Central African Republic
float64 0.21
85.4
| Chad
null | Comoros
null | Congo, Dem. Rep.
null | Congo, Rep.
float64 4.76
97.2
| Cote d'Ivoire
float64 8.56
51.6
| Djibouti
null | Egypt, Arab Rep.
float64 9.73
35.6
| Equatorial Guinea
null | Eritrea
float64 9.58
22.8
| Eswatini
float64 3.83
36.8
| Ethiopia
float64 0.3
48.6
| Gabon
float64 2.96
87.2
| Gambia, The
float64 0.08
69.2
| Ghana
float64 2.77
33.3
| Guinea
null | Guinea-Bissau
null | Kenya
float64 5.9
27.9
| Lesotho
null | Liberia
null | Libya
float64 5.23
11.6
| Madagascar
float64 2.06
15.8
| Malawi
float64 2.39
52.1
| Mali
null | Mauritania
null | Mauritius
float64 2.93
22.1
| Morocco
float64 19.1
64.9
| Mozambique
float64 8.01
56.1
| Namibia
float64 0.32
34.2
| Niger
float64 0.41
22.6
| Nigeria
float64 7.48
81.5
| Rwanda
float64 2.94
48
| Sao Tome and Principe
null | Senegal
float64 11
34.9
| Seychelles
null | Sierra Leone
null | Somalia
null | South Africa
float64 27.5
51.1
| South Sudan
null | Sudan
null | Tanzania
float64 4.3
37.7
| Togo
null | Tunisia
float64 19.2
52
| Uganda
float64 13
42.6
| Zambia
float64 3.16
42
| Zimbabwe
float64 8.63
48.9
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,960
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,961
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,962
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,963
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,964
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,965
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,966
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,967
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,968
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,969
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,970
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,971
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,972
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,973
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,974
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,975
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,976
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,977
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,978
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,979
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,980
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,981
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,982
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,983
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,984
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
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| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,985
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
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| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,986
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,987
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,988
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,989
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,990
| 4.756046
| 0
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 27.87969
| null | null | 9.600304
| 7.955417
| 11.281077
| null | null | 7.083526
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 23.623064
| 42.625154
| 17.056282
| 48.943305
|
1,991
| 4.756046
| 0.005548
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 8.05036
| null | null | 9.600304
| 13.761873
| 4.846025
| null | null | 7.29302
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 21.303492
| 42.625154
| 17.056282
| 45.132835
|
1,992
| 4.756046
| 0.005548
| null | 4.112863
| null | 11.709775
| 0.096586
| 19.709039
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 5.896275
| null | null | 9.600304
| 6.386053
| 4.846025
| null | null | 7.118827
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.022492
| null | null | 8.968491
| null | 21.201193
| 42.625154
| 17.056282
| 46.301287
|
1,993
| 2.24367
| 0.005548
| null | 4.112863
| null | 11.709775
| 0.096586
| 7.192204
| 15.831846
| null | null | null | 9.580596
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 7.755195
| 50.959061
| 6.970567
| null | null | 9.753025
| null | null | 9.600304
| 13.73544
| 11.435575
| null | null | 6.264382
| 23.332169
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 27.522522
| null | null | 8.968491
| null | 21.267059
| 42.625154
| 17.056282
| 34.508261
|
1,994
| 2.959419
| 0.005548
| null | 4.112863
| null | 26.822493
| 0.096586
| 7.192204
| 8.41819
| null | null | null | 4.764894
| 8.557992
| null | 10.649105
| null | 12.842692
| 13.635587
| 0.347526
| 4.07257
| 50.959061
| 6.970567
| null | null | 16.254149
| null | null | 9.600304
| 2.428834
| 11.435575
| null | null | 7.284743
| 19.345823
| 11.551253
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 29.062451
| null | null | 8.968491
| null | 19.224294
| 42.625154
| 17.056282
| 27.477386
|
1,995
| 4.477868
| 0.005548
| null | 4.112863
| null | 11.076229
| 0.096586
| 7.192204
| 19.327993
| null | null | null | 6.302937
| 8.557992
| null | 14.151826
| null | 12.842692
| 13.635587
| 0.347526
| 4.07257
| 50.959061
| 2.770716
| null | null | 16.87288
| null | null | 9.600304
| 3.875097
| 7.093112
| null | null | 7.607993
| 19.214664
| 20.587123
| 6.971118
| 0.474042
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 32.155829
| null | null | 8.968491
| null | 20.165829
| 30.091238
| 14.927891
| 37.354764
|
1,996
| 5.49487
| 0.005548
| null | 4.112863
| null | 2.151944
| 0.096586
| 8.876634
| 25.786848
| null | null | null | 6.302937
| 8.581398
| null | 9.818644
| null | 12.842692
| 13.635587
| 0.347526
| 4.903279
| 55.400234
| 2.770716
| null | null | 15.584114
| null | null | 9.600304
| 2.710512
| 4.383412
| null | null | 3.960438
| 19.506787
| 41.337309
| 6.971118
| 0.406367
| 34.253966
| 47.997829
| null | 23.602774
| null | null | null | 31.120058
| null | null | 8.968491
| null | 21.022762
| 14.011294
| 13.339002
| 33.661058
|
1,997
| 2.285896
| 0.005548
| null | 4.112863
| null | 1.146517
| 0.096586
| 9.502861
| 12.526257
| null | null | null | 6.302937
| 17.46984
| null | 9.727722
| null | 12.842692
| 13.635587
| 0.300655
| 6.098087
| 40.446201
| 3.203985
| null | null | 14.242619
| null | null | 9.600304
| 2.302598
| 8.012351
| null | null | 4.737104
| 19.103513
| 17.154524
| 6.971118
| 2.268253
| 64.843095
| 6.143934
| null | 26.470044
| null | null | null | 30.717976
| null | null | 8.968491
| null | 20.69746
| 17.6111
| 6.15604
| 35.045159
|
1,998
| 2.779653
| 0.005548
| null | 4.112863
| null | 4.275457
| 26.771184
| 9.502861
| 10.469168
| null | null | null | 6.302937
| 23.05303
| null | 12.371678
| null | 12.842692
| 13.635587
| 1.108775
| 14.405287
| 40.874361
| 2.802504
| null | null | 16.319742
| null | null | 9.600304
| 15.810003
| 2.389945
| null | null | 5.508644
| 21.081518
| 17.154524
| 6.971118
| 0.510198
| 81.542788
| 14.304799
| null | 28.826984
| null | null | null | 35.595278
| null | null | 30.279439
| null | 23.058045
| 24.506291
| 20.87973
| 35.045159
|
1,999
| 3.766795
| 0.005548
| null | 4.112863
| null | 4.110302
| 9.55686
| 6.096183
| 8.704481
| null | null | null | 6.302937
| 25.103118
| null | 12.899631
| null | 12.842692
| 13.635587
| 1.410548
| 12.766255
| 29.654243
| 10.89449
| null | null | 16.499684
| null | null | 9.600304
| 5.105718
| 5.022451
| null | null | 4.786547
| 22.505956
| 27.836259
| 6.971118
| 1.52506
| 60.647468
| 2.940142
| null | 34.940714
| null | null | null | 41.008142
| null | null | 31.100799
| null | 22.980809
| 40.180439
| 22.678774
| 31.243088
|
2,000
| 2.216492
| 0
| null | 4.112863
| null | 4.468034
| 4.830121
| 6.096183
| 3.376235
| null | null | null | 6.302937
| 10.185992
| null | 19.396469
| null | 12.842692
| 13.635587
| 0.731292
| 2.955506
| 69.162392
| 6.459053
| null | null | 15.084025
| null | null | 9.600304
| 2.09281
| 11.324247
| null | null | 4.878897
| 23.175383
| 21.917069
| 6.971118
| 8.286177
| 60.77217
| 2.940142
| null | 20.912384
| null | null | null | 39.982427
| null | null | 7.341503
| null | 24.826087
| 13.012385
| 3.332
| 25.95208
|
2,001
| 3.246462
| 0
| null | 3.563966
| null | 0.510595
| 3.261957
| 3.688065
| 3.959594
| null | null | null | 6.302937
| 20.559689
| null | 11.77173
| null | 9.576843
| 6.838712
| 3.679816
| 5.794176
| 6.034657
| 5.527831
| null | null | 19.041078
| null | null | 9.600304
| 3.167449
| 4.813571
| null | null | 4.838084
| 23.312922
| 22.703757
| 8.355512
| 2.03992
| 78.454129
| 4.840897
| null | 21.728526
| null | null | null | 42.789958
| null | null | 5.774915
| null | 26.691063
| 27.013357
| 3.164937
| 47.470174
|
2,002
| 3.705597
| 0
| null | 7.266624
| null | 2.759247
| 4.272814
| 11.554287
| 2.897655
| null | null | null | 54.530525
| 33.836227
| null | 10.775195
| null | 22.796014
| 5.337011
| 0.613444
| 7.198386
| 0.106064
| 5.527831
| null | null | 18.833698
| null | null | 9.600304
| 5.201028
| 4.454131
| null | null | 8.236959
| 24.886185
| 31.945877
| 11.311833
| 3.467506
| 57.293152
| 38.807417
| null | 20.866807
| null | null | null | 44.668396
| null | null | 4.304462
| null | 27.437704
| 28.979987
| 4.890576
| 42.424907
|
2,003
| 2.1589
| 0
| null | 5.838749
| null | 26.766697
| 1.849627
| 13.40199
| 0.212521
| null | null | null | 54.530525
| 40.42114
| null | 11.346273
| null | 14.67468
| 4.382731
| 0.495329
| 19.132413
| 10.197093
| 7.586494
| null | null | 16.324761
| null | null | 9.600304
| 2.850652
| 3.166117
| null | null | 8.236959
| 26.693234
| 29.046137
| 21.047285
| 2.445373
| 74.870675
| 8.761545
| null | 25.209888
| null | null | null | 45.897838
| null | null | 6.855289
| null | 28.161806
| 29.733362
| 3.933897
| 25.84286
|
2,004
| 2.142883
| 0
| null | 5.825889
| null | 11.601449
| 0.735259
| 8.182889
| 2.633437
| null | null | null | 54.530525
| 39.389876
| null | 10.432632
| null | 14.67468
| 3.829619
| 5.389152
| 9.075439
| 0.079501
| 12.917734
| null | null | 17.663583
| null | null | 9.600304
| 2.381944
| 6.342257
| null | null | 9.327212
| 24.987907
| 26.035496
| 16.327584
| 7.429572
| 74.870675
| 6.219384
| null | 24.811263
| null | null | null | 47.996273
| null | null | 7.837489
| null | 29.546494
| 26.707135
| 10.366229
| 18.110972
|
2,005
| 1.751139
| 0
| null | 4.348302
| null | 32.558565
| 0.753388
| 3.705978
| 1.865724
| null | null | null | 54.530525
| 36.395307
| null | 11.760689
| null | 14.67468
| 14.314673
| 10.970519
| 7.948421
| 3.72241
| 8.110861
| null | null | 15.141623
| null | null | 9.600304
| 4.096462
| 15.125014
| null | null | 3.616924
| 27.620934
| 27.718283
| 23.259581
| 22.355913
| 15.81776
| 5.098216
| null | 31.568194
| null | null | null | 47.569832
| null | null | 9.859626
| null | 31.409195
| 16.067399
| 6.771154
| 22.612935
|
2,006
| 1.276987
| 0
| null | 2.237235
| null | 5.090203
| 0.795114
| 2.826258
| 0.265167
| null | null | null | 54.530525
| 31.096228
| null | 13.510917
| null | 14.67468
| 20.804856
| 3.135868
| 10.65068
| 0.171178
| 2.859294
| null | null | 18.038176
| null | null | 9.600304
| 2.887658
| 19.005397
| null | null | 22.108623
| 29.757182
| 29.768605
| 14.394236
| 22.609464
| 15.81776
| 7.06211
| null | 19.640567
| null | null | null | 47.769573
| null | null | 11.301944
| null | 32.327359
| 37.72081
| 13.867592
| 41.297766
|
2,007
| 0.908815
| 0
| null | 2.504775
| null | 53.871054
| 0
| 13.418805
| 0.85293
| null | null | null | 54.530525
| 26.647732
| null | 10.993076
| null | 14.67468
| 28.962618
| 30.41169
| 7.323565
| 0.41452
| 13.366755
| null | null | 20.980911
| null | null | 9.600304
| 4.334163
| 19.147347
| null | null | 10.900137
| 32.251067
| 32.292054
| 19.674058
| 8.203508
| 36.517525
| 4.741381
| null | 20.953591
| null | null | null | 49.487686
| null | null | 13.111198
| null | 34.298763
| 22.524404
| 15.492909
| 43.836894
|
2,008
| 0.749031
| 0
| null | 4.847224
| null | 44.754072
| 0
| 24.713194
| 4.662285
| null | null | null | 67.76732
| 16.691203
| null | 24.589647
| null | 14.67468
| 11.736127
| 29.428908
| 6.649913
| 2.288322
| 18.100009
| null | null | 17.677483
| null | null | 8.321871
| 2.061222
| 15.122548
| null | null | 12.398637
| 31.582352
| 35.894981
| 13.782789
| 3.856426
| 73.23576
| 3.033899
| null | 17.270669
| null | null | null | 51.13817
| null | null | 22.868228
| null | 39.211367
| 14.837853
| 11.40466
| 30.922398
|
2,009
| 0.66054
| 0
| null | 6.175473
| null | 56.013505
| 0.018813
| 19.396121
| 6.232519
| null | null | null | 81.623214
| 25.042439
| null | 27.550305
| null | 14.67468
| 11.56338
| 48.643182
| 10.086546
| 0.475633
| 20.080191
| null | null | 25.686975
| null | null | 5.229182
| 3.465334
| 18.88892
| null | null | 8.656932
| 32.916681
| 43.916932
| 17.497956
| 2.992171
| 34.725498
| 34.04811
| null | 20.411621
| null | null | null | 46.507069
| null | null | 20.440574
| null | 39.637261
| 13.542532
| 21.546752
| 13.053251
|
2,010
| 0.458049
| 0
| null | 4.17154
| null | 23.965207
| 0
| 11.446957
| 8.291925
| null | null | null | 83.423183
| 32.52357
| null | 25.875009
| null | 14.67468
| 9.345036
| 42.380738
| 10.086546
| 0.583828
| 24.993975
| null | null | 24.927816
| null | null | 9.31446
| 4.263714
| 13.274074
| null | null | 2.928996
| 38.260701
| 9.276674
| 14.339919
| 12.857676
| 7.474998
| 7.621833
| null | 14.743518
| null | null | null | 45.722893
| null | null | 13.584856
| null | 45.016536
| 15.163587
| 11.455482
| 18.421436
|
2,011
| 0.525562
| 0
| null | 5.711042
| null | 35.423583
| 1.097116
| 28.661049
| 13.240196
| null | null | null | 87.627671
| 19.205463
| null | 28.045402
| null | 14.67468
| 36.836456
| 27.839646
| 10.086546
| 3.193058
| 5.93151
| null | null | 24.927816
| null | null | 9.31446
| 8.874835
| 14.542701
| null | null | 3.865846
| 40.096532
| 26.667623
| 17.211046
| 4.833023
| 8.87205
| 5.463179
| null | 12.83752
| null | null | null | 43.738192
| null | null | 16.674512
| null | 45.797896
| 32.163689
| 17.52952
| 12.846929
|
2,012
| 0.546271
| 0
| null | 5.516665
| null | 25.419361
| 0.798493
| 14.264495
| 23.591335
| null | null | null | 86.71982
| 15.584632
| null | 30.560217
| null | 14.67468
| 19.524547
| 23.068585
| 10.086546
| 1.054966
| 19.980495
| null | null | 21.624905
| null | null | 9.31446
| 3.075804
| 10.519283
| null | null | 4.048531
| 42.478491
| 37.911556
| 10.734134
| 5.311463
| 10.885192
| 4.84853
| null | 16.290561
| null | null | null | 44.677179
| null | null | 22.969613
| null | 45.28435
| 32.983173
| 17.163082
| 15.972655
|
2,013
| 0.828352
| 0
| null | 3.542987
| null | 27.946137
| 0.195839
| 18.970869
| 13.972533
| null | null | null | 85.929984
| 51.630546
| null | 31.612616
| null | 14.67468
| 19.815624
| 23.258095
| 81.813233
| 6.280947
| 33.265609
| null | null | 21.624905
| null | null | 9.31446
| 4.22605
| 12.778054
| null | null | 3.516983
| 44.50439
| 44.81318
| 25.750499
| 6.001271
| 19.385577
| 4.314078
| null | 13.427885
| null | null | null | 43.620239
| null | null | 22.408349
| null | 46.816473
| 13.819493
| 22.375911
| 13.909816
|
2,014
| 1.923661
| 0
| null | 3.438507
| null | 25.53094
| 0.154169
| 16.278473
| 0.627243
| null | null | null | 95.563485
| 31.806477
| null | 34.361877
| null | 14.67468
| 22.120134
| 27.109761
| 84.340021
| 10.470246
| 19.155284
| null | null | 21.624905
| null | null | 11.592459
| 4.9945
| 43.658988
| null | null | 4.017505
| 48.943445
| 45.18234
| 34.194945
| 10.847732
| 18.985014
| 7.893842
| null | 16.995216
| null | null | null | 46.0857
| null | null | 11.27127
| null | 49.09475
| 14.60919
| 23.86455
| 17.093621
|
2,015
| 4.46341
| 49.263442
| null | 5.336978
| null | 21.723923
| 0.12558
| 14.814449
| 80.463028
| null | null | null | 97.202987
| 48.661585
| null | 32.645153
| null | 14.67468
| 22.244757
| 27.944503
| 87.232825
| 0.123978
| 29.489078
| null | null | 20.8499
| null | null | 11.592459
| 5.252988
| 34.507291
| null | null | 4.008983
| 51.479054
| 16.667429
| 7.18836
| 8.650784
| 50.657463
| 13.637021
| null | 15.070933
| null | null | null | 49.928871
| null | null | 20.219529
| null | 47.370747
| 17.079238
| 28.400249
| 17.288428
|
2,016
| 6.051154
| 40.051087
| null | 4.011831
| null | 21.230739
| 0.169802
| 10.700756
| 65.083474
| null | null | null | 96.124481
| 32.219887
| null | 34.686267
| null | 14.67468
| 19.680309
| 31.819047
| 86.46248
| 2.316207
| 15.849402
| null | null | 24.463
| null | null | 11.592459
| 5.084515
| 20.838019
| null | null | 4.636632
| 55.157259
| 56.11129
| 4.013598
| 8.091161
| 11.516215
| 11.918387
| null | 16.719429
| null | null | null | 50.564533
| null | null | 11.709821
| null | 51.86702
| 20.855073
| 42.011681
| 14.794538
|
2,017
| 3.948754
| 24.726519
| null | 4.599013
| null | 8.856361
| 0
| 12.437019
| 84.539571
| null | null | null | 90.199396
| 41.26089
| null | 33.740586
| null | 14.67468
| 18.394742
| 41.358468
| 62.223447
| 8.165128
| 18.59099
| null | null | 19.90193
| null | null | 11.592459
| 4.293282
| 30.513227
| null | null | 14.308495
| 56.296158
| 17.772457
| 1.510934
| 12.766085
| 24.87942
| 4.129315
| null | 15.798886
| null | null | null | 46.872564
| null | null | 17.812085
| null | 51.953779
| 22.375527
| 26.781634
| 24.788294
|
2,018
| 3.948754
| 13.528949
| null | 4.504155
| null | 4.799326
| 0.024868
| 11.691098
| 63.704256
| null | null | null | 78.971902
| 23.456204
| null | 31.898263
| null | 14.67468
| 18.492963
| 41.005569
| 73.110055
| 8.292612
| 15.203898
| null | null | 21.475223
| null | null | 10.515584
| 4.675086
| 26.395805
| null | null | 14.339883
| 57.759906
| 8.009824
| 1.91165
| 9.248877
| 53.61222
| 8.188211
| null | 14.610556
| null | null | null | 46.024593
| null | null | 37.667662
| null | 48.742261
| 19.656835
| 25.401784
| 19.411989
|
2,019
| 3.948754
| 22.538667
| null | 4.30248
| null | 9.972578
| 0.994316
| 14.712825
| 85.416703
| null | null | null | 39.272176
| 25.934165
| null | 32.044001
| null | 14.67468
| 17.602757
| 30.019492
| 67.140031
| 20.81609
| 10.563337
| null | null | 23.608657
| null | null | 6.337198
| 3.630172
| 24.36281
| null | null | 13.843149
| 59.003498
| 10.392043
| 0.334265
| 4.164018
| 53.557415
| 8.338698
| null | 12.938622
| null | null | null | 45.993754
| null | null | 15.037262
| null | 51.642901
| 19.347394
| 26.401145
| 15.796605
|
2,020
| 3.948754
| 19.92455
| null | 4.970245
| null | 0.988409
| 1.176469
| 12.6425
| 64.220615
| null | null | null | 57.089412
| 23.443254
| null | 32.367987
| null | 14.67468
| 19.085018
| 28.987163
| 59.995584
| 3.870558
| 10.563337
| null | null | 21.165108
| null | null | 6.337198
| 3.259139
| 18.059608
| null | null | 15.225644
| 61.649022
| 11.903055
| 0.319265
| 10.955467
| 74.203067
| 8.121217
| null | 15.365812
| null | null | null | 45.105941
| null | null | 17.710352
| null | 49.337973
| 20.889283
| 21.431817
| 8.634016
|
2,021
| 3.948754
| 12.201344
| null | 3.579004
| null | 2.795299
| 0.042087
| 13.118684
| 57.801305
| null | null | null | 47.459797
| 27.53785
| null | 33.061174
| null | 14.67468
| 17.629082
| 15.877789
| 54.755419
| 15.079843
| 10.243295
| null | null | 20.417341
| null | null | 6.337198
| 3.760111
| 27.436399
| null | null | 9.351845
| 61.952523
| 10.360109
| 0.446035
| 6.602208
| 65.139922
| 23.253358
| null | 13.830382
| null | null | null | 45.352187
| null | null | 20.755639
| null | 50.238305
| 22.295102
| 28.499057
| 12.032455
|
2,022
| 3.948754
| 11.996188
| null | 3.851569
| null | 5.37285
| 0.063651
| 13.118684
| 79.631525
| null | null | null | 47.459797
| 22.05842
| null | 35.586871
| null | 14.67468
| 17.629082
| 14.947309
| 54.755419
| 15.079843
| 14.691527
| null | null | 18.521353
| null | null | 6.337198
| 3.661139
| 52.065827
| null | null | 11.347616
| 64.91948
| 12.053141
| 0.343991
| 11.100007
| 67.825072
| 4.264163
| null | 10.977836
| null | null | null | 45.272942
| null | null | 18.356525
| null | 47.746389
| 22.295102
| 29.296584
| 15.000067
|
2,023
| 3.948754
| 11.996188
| null | 3.851569
| null | 5.37285
| 0.063651
| 13.118684
| 79.631525
| null | null | null | 47.459797
| 22.05842
| null | 35.586871
| null | 14.67468
| 17.629082
| 14.947309
| 54.755419
| 15.079843
| 14.691527
| null | null | 18.521353
| null | null | 6.337198
| 3.661139
| 52.065827
| null | null | 11.347616
| 64.91948
| 12.053141
| 0.343991
| 11.100007
| 67.825072
| 4.264163
| null | 10.977836
| null | null | null | 45.272942
| null | null | 18.356525
| null | 47.746389
| 22.295102
| 29.296584
| 15.000067
|
2,024
| 3.948754
| 11.996188
| null | 3.851569
| null | 5.37285
| 0.063651
| 13.118684
| 79.631525
| null | null | null | 47.459797
| 22.05842
| null | 35.586871
| null | 14.67468
| 17.629082
| 14.947309
| 54.755419
| 15.079843
| 14.691527
| null | null | 18.521353
| null | null | 6.337198
| 3.661139
| 52.065827
| null | null | 11.347616
| 64.91948
| 12.053141
| 0.343991
| 11.100007
| 67.825072
| 4.264163
| null | 10.977836
| null | null | null | 45.272942
| null | null | 18.356525
| null | 47.746389
| 22.295102
| 29.296584
| 15.000067
|
Africa: Medium and high-tech exports (% manufactured exports)
Dataset summary
- This dataset provides values for "Medium and high-tech exports (% manufactured exports)" across African countries, standardized and made ML-ready.
- Geographic scope: 54 African countries.
- Temporal coverage: 1960–2024 (annual).
- Units: As defined by the World Bank indicator.
Source & licensing
- Source: World Bank – World Development Indicators (WDI), Indicator code:
TX.MNF.TECH.ZS.UN. - License: World Bank Open Data terms. Users are responsible for compliance with the World Bank Data Terms of Use.
Intended uses
- Cross-country analyses and visualization related to trade, logistics, and economic indicators.
- As an input feature for ML models in trade, development, and economic domains.
- Educational and exploratory data analysis.
Use with caution for early years and countries with imputed values.
Processing summary
Missing values in the pivot were handled via:
- Linear interpolation along years (
limit_direction="both") - Forward fill
- Backward fill Countries with no observations across all years remain entirely NaN.
Coverage and data quality notes
- Earliest non-missing observation (across all countries): 1990.
- Countries with no observations (all NaN in pivot):
- Benin, Burkina Faso, Chad, Comoros, Congo, Dem. Rep., Djibouti, Equatorial Guinea, Guinea, Guinea-Bissau, Lesotho, Liberia, Mali, Mauritania, Sao Tome and Principe, Seychelles, Sierra Leone, Somalia, South Sudan, Sudan, Togo.
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