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Datasets:
electricsheepafrica
/
africa-income-share-held-by-lowest-20-percentage

Tasks:
Tabular Classification
Tabular Regression
Modalities:
Tabular
Text
Formats:
csv
Languages:
English
Size:
< 1K
Tags:
africa
electric-sheep-africa
open-data
metadata-backed
economics-finance
csv
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
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Country Name
stringlengths
4
24
Country Code
stringlengths
3
3
1960
float64
1.7
8.7
⌀
1961
float64
1.7
8.7
⌀
1962
float64
1.7
8.7
⌀
1963
float64
1.7
8.7
⌀
1964
float64
1.7
8.7
⌀
1965
float64
1.7
8.7
⌀
1966
float64
1.7
8.7
⌀
1967
float64
1.7
8.7
⌀
1968
float64
1.7
8.7
⌀
1969
float64
1.7
8.7
⌀
1970
float64
1.7
8.7
⌀
1971
float64
1.7
8.7
⌀
1972
float64
1.7
8.7
⌀
1973
float64
1.7
8.7
⌀
1974
float64
1.7
8.7
⌀
1975
float64
1.7
8.7
⌀
1976
float64
1.7
8.7
⌀
1977
float64
1.7
8.7
⌀
1978
float64
1.7
8.7
⌀
1979
float64
1.7
8.7
⌀
1980
float64
1.7
8.7
⌀
1981
float64
1.7
8.7
⌀
1982
float64
1.7
8.7
⌀
1983
float64
1.7
8.7
⌀
1984
float64
1.7
8.7
⌀
1985
float64
1.7
8.7
⌀
1986
float64
1.7
8.7
⌀
1987
float64
1.7
8.7
⌀
1988
float64
1.7
8.7
⌀
1989
float64
1.7
8.7
⌀
1990
float64
1.7
8.7
⌀
1991
float64
1.7
8.86
⌀
1992
float64
1.7
9.02
⌀
1993
float64
1.7
9.18
⌀
1994
float64
1.6
9.34
⌀
1995
float64
1.81
9.5
⌀
1996
float64
2.03
9.43
⌀
1997
float64
2.22
9.35
⌀
1998
float64
2.35
9.28
⌀
1999
float64
2.48
9.2
⌀
2000
float64
2.61
9.16
⌀
2001
float64
2.74
9.22
⌀
2002
float64
2.7
9.28
⌀
2003
float64
2.79
9.34
⌀
2004
float64
2.7
9.4
⌀
2005
float64
2.6
9.17
⌀
2006
float64
2.6
9.1
⌀
2007
float64
2.6
9.15
⌀
2008
float64
2.6
9.2
⌀
2009
float64
2.55
9.3
⌀
2010
float64
2.5
9.4
⌀
2011
float64
2.48
9.6
⌀
2012
float64
2.45
9.8
⌀
2013
float64
2.43
9.57
⌀
2014
float64
2.4
9.4
⌀
2015
float64
2.4
9.4
⌀
2016
float64
2.4
9.4
⌀
2017
float64
2.4
9.4
⌀
2018
float64
2.4
9.4
⌀
2019
float64
2.4
9.4
⌀
2020
float64
2.4
9.4
⌀
2021
float64
2.4
9.7
⌀
2022
float64
2.4
9.7
⌀
2023
float64
2.4
9.7
⌀
2024
float64
2.4
9.7
⌀
Angola
AGO
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.2
3.475
3.75
4.025
4.3
4.575
4.85
5.125
5.4
5.24
5.08
4.92
4.76
4.6
4.44
4.28
4.12
3.96
3.8
3.8
3.8
3.8
3.8
3.8
3.8
Burundi
BDI
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.466667
7.033333
6.6
6.166667
5.733333
5.3
5.75
6.2
6.65
7.1
7.55
8
8.45
8.9
8.614286
8.328571
8.042857
7.757143
7.471429
7.185714
6.9
6.928571
6.957143
6.985714
7.014286
7.042857
7.071429
7.1
7.1
7.1
7.1
7.1
Benin
BEN
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
6.8875
6.775
6.6625
6.55
6.4375
6.325
6.2125
6.1
5.4
4.7
4
3.3
4.533333
5.766667
7
7.2
7.4
7.6
7.6
7.6
7.6
Burkina Faso
BFA
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.6
5.5
5.4
5.3
5.2
5.32
5.44
5.56
5.68
5.8
5.95
6.1
6.25
6.4
6.55
6.7
7.02
7.34
7.66
7.98
8.3
7.8
7.3
6.8
6.3
6.633333
6.966667
7.3
7.3
7.3
7.3
Botswana
BWA
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.5375
3.475
3.4125
3.35
3.2875
3.225
3.1625
3.1
3.055556
3.011111
2.966667
2.922222
2.877778
2.833333
2.788889
2.744444
2.7
2.785714
2.871429
2.957143
3.042857
3.128571
3.214286
3.3
3.366667
3.433333
3.5
3.566667
3.633333
3.7
3.7
3.7
3.7
3.7
3.7
3.7
3.7
3.7
3.7
Central African Republic
CAF
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.1
3.11875
3.1375
3.15625
3.175
3.19375
3.2125
3.23125
3.25
3.26875
3.2875
3.30625
3.325
3.34375
3.3625
3.38125
3.4
3.569231
3.738462
3.907692
4.076923
4.246154
4.415385
4.584615
4.753846
4.923077
5.092308
5.261538
5.430769
5.6
5.6
5.6
5.6
Cote d'Ivoire
CIV
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
6.9
6.3
6.8
6.6
6.4
6.2
6
6.2
6.4
6.6
6.533333
6.466667
6.4
6.325
6.25
6.175
6.1
5.933333
5.766667
5.6
5.433333
5.266667
5.1
5.185714
5.271429
5.357143
5.442857
5.528571
5.614286
5.7
6.133333
6.566667
7
7.2
7.4
7.6
7.6
7.6
7.6
Cameroon
CMR
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.12
6.14
6.16
6.18
6.2
6.133333
6.066667
6
5.933333
5.866667
5.8
5.614286
5.428571
5.242857
5.057143
4.871429
4.685714
4.5
4.628571
4.757143
4.885714
5.014286
5.142857
5.271429
5.4
5.4
5.4
5.4
Congo, Dem. Rep.
COD
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.0375
5.975
5.9125
5.85
5.7875
5.725
5.6625
5.6
5.5875
5.575
5.5625
5.55
5.5375
5.525
5.5125
5.5
5.5
5.5
5.5
5.5
Congo, Rep.
COG
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.783333
4.666667
4.55
4.433333
4.316667
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
Comoros
COM
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4.05
4.1
4.15
4.2
4.25
4.3
4.35
4.4
4.45
4.5
4.5
4.5
4.5
4.5
4.5
4.5
4.5
4.5
4.5
4.5
Cabo Verde
CPV
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.333333
4.466667
4.6
4.733333
4.866667
5
5.0875
5.175
5.2625
5.35
5.4375
5.525
5.6125
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
Djibouti
DJI
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
5.83
5.66
5.49
5.32
5.15
4.98
4.81
4.64
4.47
4.3
5
5.1
5.2
5.3
5.4
5.4
5.4
5.4
5.4
5.4
5.4
5.4
Algeria
DZA
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.828571
6.857143
6.885714
6.914286
6.942857
6.971429
7
7.15
7.3
7.45
7.6
7.75
7.9
8.05
8.2
8.35
8.5
8.65
8.8
8.95
9.1
9.25
9.4
9.4
9.4
9.4
9.4
9.4
9.4
9.4
9.4
9.4
9.4
9.4
9.4
9.4
Egypt, Arab Rep.
EGY
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.7
8.86
9.02
9.18
9.34
9.5
9.425
9.35
9.275
9.2
9.16
9.12
9.08
9.04
9
9.05
9.1
9.15
9.2
9.3
9.4
9.6
9.8
9.566667
9.333333
9.1
9.05
9
9
9
9.35
9.7
9.7
9.7
9.7
Eritrea
ERI
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
Ethiopia
ETH
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
7
7.7
8.4
9.1
9.16
9.22
9.28
9.34
9.4
9.166667
8.933333
8.7
8.466667
8.233333
8
7.86
7.72
7.58
7.44
7.3
7.466667
7.633333
7.8
7.966667
8.133333
8.3
8.3
8.3
8.3
Gabon
GAB
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.816667
5.833333
5.85
5.866667
5.883333
5.9
5.916667
5.933333
5.95
5.966667
5.983333
6
6
6
6
6
6
6
6
Ghana
GHA
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
6.866667
6.733333
6.6
6.485714
6.371429
6.257143
6.142857
6.028571
5.914286
5.8
5.728571
5.657143
5.585714
5.514286
5.442857
5.371429
5.3
5.314286
5.328571
5.342857
5.357143
5.371429
5.385714
5.4
5.225
5.05
4.875
4.7
4.7
4.7
4.7
4.7
4.7
4.7
4.7
4.7
Guinea
GIN
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
4.333333
4.766667
5.2
5.275
5.35
5.425
5.5
5.575
5.65
5.725
5.8
5.9
6
6.1
6.2
6.3
6.56
6.82
7.08
7.34
7.6
7.75
7.9
8.05
8.2
8.35
8.5
8.5
8.5
8.5
8.5
8.5
8.5
Gambia, The
GMB
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.4
4.48
4.56
4.64
4.72
4.8
4.928571
5.057143
5.185714
5.314286
5.442857
5.571429
5.7
6.04
6.38
6.72
7.06
7.4
7.24
7.08
6.92
6.76
6.6
6.6
6.6
6.6
6.6
Guinea-Bissau
GNB
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
2.2
3.9
5.6
5.788889
5.977778
6.166667
6.355556
6.544444
6.733333
6.922222
7.111111
7.3
6.95
6.6
6.25
5.9
5.55
5.2
4.85
4.5
4.9125
5.325
5.7375
6.15
6.5625
6.975
7.3875
7.8
7.833333
7.866667
7.9
7.9
7.9
7.9
Equatorial Guinea
GNQ
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
Kenya
KEN
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
4.3
5.2
5.333333
5.466667
5.6
5.525
5.45
5.375
5.3
5.225
5.15
5.075
5
5.12
5.24
5.36
5.48
5.6
5.72
5.84
5.96
6.08
6.2
6.42
6.64
6.86
7.08
7.3
7.2
7.2
7.2
7.2
Liberia
LBR
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.685714
6.871429
7.057143
7.242857
7.428571
7.614286
7.8
7.5
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
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
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.7375
2.575
2.4125
2.25
2.0875
1.925
1.7625
1.6
1.8125
2.025
2.2375
2.45
2.6625
2.875
3.0875
3.3
3.386667
3.473333
3.56
3.646667
3.733333
3.82
3.906667
3.993333
4.08
4.166667
4.253333
4.34
4.426667
4.513333
4.6
4.6
4.6
4.6
4.6
4.6
4.6
4.6
Morocco
MAR
6.9
6.9
6.9
6.9
6.9
6.9
6.9
6.9
6.9
6.9
6.9
6.9
6.9
6.9
6.9
6.9
6.9
6.9
6.9
6.9
6.9
6.9
6.9
6.9
6.9
6.85
6.8
6.75
6.7
6.65
6.6
6.5875
6.575
6.5625
6.55
6.5375
6.525
6.5125
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.5
6.528571
6.557143
6.585714
6.614286
6.642857
6.671429
6.7
6.7
6.7
6.7
6.7
6.7
6.7
6.7
6.7
6.7
6.7
6.7
Madagascar
MDG
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5.038462
5.076923
5.115385
5.153846
5.192308
5.230769
5.269231
5.307692
5.346154
5.384615
5.423077
5.461538
5.5
5.65
5.8
5.95
6.1
6.2
6.3
5.6
4.9
5.35
5.8
6.25
6.7
6.6
6.5
6.4
6.3
6.2
6
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
Mali
MLI
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
4.8
5.014286
5.228571
5.442857
5.657143
5.871429
6.085714
6.3
6.32
6.34
6.36
6.38
6.4
6.933333
7.466667
8
7.944444
7.888889
7.833333
7.777778
7.722222
7.666667
7.611111
7.555556
7.5
7.533333
7.566667
7.6
7.6
7.6
7.6
Mozambique
MOZ
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.416667
4.633333
4.85
5.066667
5.283333
5.5
5.466667
5.433333
5.4
5.366667
5.333333
5.3
5.116667
4.933333
4.75
4.566667
4.383333
4.2
4.28
4.36
4.44
4.52
4.6
4.6
4.6
4.6
4.6
4.6
Mauritania
MRT
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.2
4.366667
4.533333
4.7
4.866667
5.033333
5.2
5.8
6.4
6.36
6.32
6.28
6.24
6.2
6.275
6.35
6.425
6.5
6.55
6.6
6.65
6.7
6.833333
6.966667
7.1
7.233333
7.366667
7.5
7.56
7.62
7.68
7.74
7.8
7.8
7.8
7.8
7.8
7.8
Mauritius
MUS
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.6
7.5
7.4
7.3
7.2
7.1
7
7.04
7.08
7.12
7.16
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
Malawi
MWI
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
4.328571
4.757143
5.185714
5.614286
6.042857
6.471429
6.9
6.666667
6.433333
6.2
5.966667
5.733333
5.5
5.65
5.8
5.95
6.1
6.25
6.4
6.6
6.8
7
7
7
7
7
7
Namibia
NAM
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.83
1.96
2.09
2.22
2.35
2.48
2.61
2.74
2.87
3
3.05
3.1
3.15
3.2
3.25
3.3
3.216667
3.133333
3.05
2.966667
2.883333
2.8
2.8
2.8
2.8
2.8
2.8
2.8
2.8
2.8
2.8
Niger
NER
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
7.5
6.75
6
5.990909
5.981818
5.972727
5.963636
5.954545
5.945455
5.936364
5.927273
5.918182
5.909091
5.9
6.8
7.7
8
8.3
8.6
8.9
8.533333
8.166667
7.8
7.75
7.7
7.65
7.6
7.966667
8.333333
8.7
8.7
8.7
8.7
Nigeria
NGA
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
5.714286
5.428571
5.142857
4.857143
4.571429
4.285714
4
3.925
3.85
3.775
3.7
3.985714
4.271429
4.557143
4.842857
5.128571
5.414286
5.7
5.9
6.1
6.3
6.5
6.7
6.9
7.1
7.1
7.1
7.066667
7.033333
7
7.033333
7.066667
7.1
7.1
7.1
7.1
7.1
7.1
7.1
Rwanda
RWA
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.2
5.08
4.96
4.84
4.72
4.6
4.8
5
5.2
5.4
5.6
5.733333
5.866667
6
6
6
6
6
6
6
6
6
6
6
6
Sudan
SDN
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
6.8
7
7.2
7.4
7.6
7.8
7.8
7.8
7.8
7.8
7.8
7.8
7.8
7.8
7.8
7.8
Senegal
SEN
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
3.5
4.6
5.7
6.8
6.771429
6.742857
6.714286
6.685714
6.657143
6.628571
6.6
6.5
6.4
6.3
6.2
6.183333
6.166667
6.15
6.133333
6.116667
6.1
6.242857
6.385714
6.528571
6.671429
6.814286
6.957143
7.1
7.166667
7.233333
7.3
7.3
7.3
7.3
Sierra Leone
SLE
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.6
6.7625
6.925
7.0875
7.25
7.4125
7.575
7.7375
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
7.9
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
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
3.9
4.042857
4.185714
4.328571
4.471429
4.614286
4.757143
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
Sao Tome and Principe
STP
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8.04
8.08
8.12
8.16
8.2
8.24
8.28
8.32
8.36
8.4
8.114286
7.828571
7.542857
7.257143
6.971429
6.685714
6.4
6.4
6.4
6.4
6.4
6.4
6.4
6.4
Eswatini
SWZ
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.4
3.583333
3.766667
3.95
4.133333
4.316667
4.5
4.444444
4.388889
4.333333
4.277778
4.222222
4.166667
4.111111
4.055556
4
3.957143
3.914286
3.871429
3.828571
3.785714
3.742857
3.7
3.7
3.7
3.7
3.7
3.7
3.7
3.7
3.7
Seychelles
SYC
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.7
5.714286
5.728571
5.742857
5.757143
5.771429
5.785714
5.8
5.742857
5.685714
5.628571
5.571429
5.514286
5.457143
5.4
5.74
6.08
6.42
6.76
7.1
7.1
7.1
7.1
7.1
7.1
7.1
Chad
TCD
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.3
6.125
5.95
5.775
5.6
5.425
5.25
5.075
4.9
5.214286
5.528571
5.842857
6.157143
6.471429
6.785714
7.1
7.05
7
6.95
6.9
6.9
6.9
Togo
TGO
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
5.84
5.58
5.32
5.06
4.8
4.875
4.95
5.025
5.1
5.333333
5.566667
5.8
6.133333
6.466667
6.8
6.8
6.8
6.8
Tunisia
TUN
5.5
5.5
5.5
5.5
5.5
5.5
5.5
5.5
5.5
5.5
5.5
5.5
5.5
5.5
5.5
5.5
5.5
5.5
5.5
5.5
5.5
5.5
5.5
5.5
5.5
5.5
5.58
5.66
5.74
5.82
5.9
5.86
5.82
5.78
5.74
5.7
5.76
5.82
5.88
5.94
6
6.08
6.16
6.24
6.32
6.4
6.38
6.36
6.34
6.32
6.3
6.6
6.9
7.2
7.5
7.8
7.783333
7.766667
7.75
7.733333
7.716667
7.7
7.7
7.7
7.7
Tanzania
TZA
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.2
7.155556
7.111111
7.066667
7.022222
6.977778
6.933333
6.888889
6.844444
6.8
6.728571
6.657143
6.585714
6.514286
6.442857
6.371429
6.3
6.575
6.85
7.125
7.4
7.328571
7.257143
7.185714
7.114286
7.042857
6.971429
6.9
6.9
6.9
6.9
6.9
6.9
6.9
Uganda
UGA
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
4.9
5.333333
5.766667
6.2
6.35
6.5
6.65
6.8
6.533333
6.266667
6
5.966667
5.933333
5.9
5.966667
6.033333
6.1
6.05
6
5.95
5.9
6.066667
6.233333
6.4
6.325
6.25
6.175
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
6.1
South Africa
ZAF
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.9
2.928571
2.957143
2.985714
3.014286
3.042857
3.071429
3.1
3
2.9
2.8
2.7
2.6
2.6
2.6
2.6
2.55
2.5
2.475
2.45
2.425
2.4
2.4
2.4
2.4
2.4
2.4
2.4
2.4
2.4
2.4
2.4
Zambia
ZMB
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
1.7
2.4
3.1
3.566667
4.033333
4.5
4.4
4.3
4.75
5.2
5.65
6.1
4.85
3.6
3.6
3.6
3.725
3.85
3.975
4.1
3.9
3.7
3.5
3.3
3.1
3.214286
3.328571
3.442857
3.557143
3.671429
3.785714
3.9
3.9
3.9
Zimbabwe
ZWE
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.8
5.833333
5.866667
5.9
5.933333
5.966667
6
6
6
6
6
6
6
6

Africa Income Share Held by Lowest 20 Percentage | Africa (World Bank)

Size category: n<1K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa

size sector downloads license

TL;DR

This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.

What This Dataset Covers

Public datasets help analysts inspect structured evidence, build reproducible workflows, and compare patterns across domains.

Dataset context from the existing Hugging Face card: Africa Income share held by lowest 20% Dataset Overview This dataset contains income share held by lowest 20% data for African countries from the World Bank Aid Effectiveness indicators. Data Details Indicator Code: SI.DST.FRST.20 Description: Income share held by lowest 20% Geographic Coverage: 51 African countries Time Period: 1980-2022 Data Points: 261 observations Coverage: 7.44% of possible country-year combinations File Formats Main… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-income-share-held-by-lowest-20-percentage.

Dataset Profile

Field Value
Hugging Face repo electricsheepafrica/africa-income-share-held-by-lowest-20-percentage
Sector economics_finance
Topic tags economics_finance
Modalities tabular, text
Formats csv
Size category n<1K
Countries Africa-wide or source-defined African coverage
ISO3 coverage not declared
Last modified on HF 2025-09-01 09:15:47+00:00
Inventory snapshot 2026-07-16T16:00:34Z

How To Read This Dataset

  • Start from the repository files and the dataset viewer when available.
  • Treat the README context as a fast orientation layer; confirm variable definitions and units in the data files before modeling.
  • Use explicit country columns when present. When geography is only implied by the title or source metadata, document that assumption in downstream analysis.
  • Preserve missing values until you have a defensible imputation rule.

Usage 

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-income-share-held-by-lowest-20-percentage")
print(ds)

split_name = next(iter(ds))
table = ds[split_name]
print(table.features)
print(table[:3])

Convert To Pandas When Tabular 

from datasets import Dataset

first_split = ds[next(iter(ds))]
if isinstance(first_split, Dataset):
    df = first_split.to_pandas()
    print(df.head())

Data Quality Notes

  • This card was standardized from the Electric Sheep Africa Hugging Face metadata inventory.
  • Exact schema, row counts, and source files should be inspected in the repository data files.
  • Metadata gaps from the inventory: country, upstream_publisher, license, language.
  • Do not infer policy meaning from labels alone; confirm definitions, units, and methods in the source material.

Source And Provenance

Suggested Analyses

  • Inspect schema and missingness before modeling.
  • Profile variables by geography, time, and subgroup columns where present.
  • Join with other Electric Sheep Africa datasets using explicit country, year, and indicator fields when available.
  • Build reproducible notebooks that cite both the original source context and the Electric Sheep Africa Hugging Face repo.

Citation 

@misc{electric_sheep_africa_africa_income_share_held_by_lowest_20_percentage_2026,
  title        = {Africa Income Share Held by Lowest 20 Percentage | Africa (World Bank)},
  author       = {World Bank open data},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/africa-income-share-held-by-lowest-20-percentage},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-income-share-held-by-lowest-20-percentage}}
}

License

Released under Source-specific or other license.

Original source rights remain with the original publisher or data provider. Electric Sheep Africa engineering standardizes discovery metadata, documentation, and usage guidance for analysis on Hugging Face.

About Electric Sheep Africa

Electric Sheep Africa publishes ML-ready African public datasets on Hugging Face.

Provenance: metadata-backed README standardized 2026-08-12 by the Electric Sheep Africa README system. Inventory source: catalog/esa_metadata_inventory/master_metadata.jsonl.
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