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africa-unicef-gender

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REF_AREA
stringclasses
54 values
Geographic area
stringclasses
54 values
INDICATOR
stringclasses
7 values
Indicator
stringclasses
7 values
SEX
stringclasses
3 values
Sex
stringclasses
3 values
TIME_PERIOD
int64
1.97k
2.02k
OBS_VALUE
float64
0
100
⌀
UNIT_MEASURE
stringclasses
2 values
Unit of measure
stringclasses
2 values
DATA_SOURCE
stringclasses
5 values
AGE
stringclasses
2 values
Current age
stringclasses
2 values
DZA
Algeria
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
1,971
0
PCNT
%
UNESCO UIS
_T
Total
DZA
Algeria
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,006
21
PCNT
%
UNESCO UIS
_T
Total
DZA
Algeria
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,008
23
PCNT
%
UNESCO UIS
_T
Total
DZA
Algeria
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,019
25
PCNT
%
UNESCO UIS
_T
Total
DZA
Algeria
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
1,971
1
PCNT
%
UNESCO UIS
_T
Total
DZA
Algeria
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,006
27
PCNT
%
UNESCO UIS
_T
Total
DZA
Algeria
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,008
28
PCNT
%
UNESCO UIS
_T
Total
DZA
Algeria
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,019
23
PCNT
%
UNESCO UIS
_T
Total
AGO
Angola
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,014
12
PCNT
%
UNESCO UIS
_T
Total
AGO
Angola
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,021
15
PCNT
%
UNESCO UIS
_T
Total
AGO
Angola
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,014
20
PCNT
%
UNESCO UIS
_T
Total
AGO
Angola
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,021
30
PCNT
%
UNESCO UIS
_T
Total
BEN
Benin
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
1,979
0
PCNT
%
UNESCO UIS
_T
Total
BEN
Benin
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,018
11
PCNT
%
UNESCO UIS
_T
Total
BEN
Benin
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,019
4
PCNT
%
UNESCO UIS
_T
Total
BEN
Benin
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,021
3
PCNT
%
UNESCO UIS
_T
Total
BEN
Benin
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
1,979
2
PCNT
%
UNESCO UIS
_T
Total
BEN
Benin
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,021
11
PCNT
%
UNESCO UIS
_T
Total
BWA
Botswana
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
1,971
1
PCNT
%
UNESCO UIS
_T
Total
BWA
Botswana
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,020
41
PCNT
%
UNESCO UIS
_T
Total
BWA
Botswana
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,022
44
PCNT
%
UNESCO UIS
_T
Total
BWA
Botswana
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
1,971
2
PCNT
%
UNESCO UIS
_T
Total
BWA
Botswana
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,022
46
PCNT
%
UNESCO UIS
_T
Total
BFA
Burkina Faso
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,006
2
PCNT
%
UNESCO UIS
_T
Total
BFA
Burkina Faso
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,007
0
PCNT
%
UNESCO UIS
_T
Total
BFA
Burkina Faso
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,014
2
PCNT
%
UNESCO UIS
_T
Total
BFA
Burkina Faso
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,018
4
PCNT
%
UNESCO UIS
_T
Total
BFA
Burkina Faso
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,021
3
PCNT
%
UNESCO UIS
_T
Total
BFA
Burkina Faso
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,006
6
PCNT
%
UNESCO UIS
_T
Total
BFA
Burkina Faso
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,007
1
PCNT
%
UNESCO UIS
_T
Total
BFA
Burkina Faso
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,014
4
PCNT
%
UNESCO UIS
_T
Total
BFA
Burkina Faso
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,018
9
PCNT
%
UNESCO UIS
_T
Total
BFA
Burkina Faso
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,021
10
PCNT
%
UNESCO UIS
_T
Total
BDI
Burundi
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,008
6
PCNT
%
UNESCO UIS
_T
Total
BDI
Burundi
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,014
2
PCNT
%
UNESCO UIS
_T
Total
BDI
Burundi
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,017
4
PCNT
%
UNESCO UIS
_T
Total
BDI
Burundi
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,008
9
PCNT
%
UNESCO UIS
_T
Total
BDI
Burundi
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,014
5
PCNT
%
UNESCO UIS
_T
Total
BDI
Burundi
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,017
8
PCNT
%
UNESCO UIS
_T
Total
CPV
Cabo Verde
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,015
20
PCNT
%
UNESCO UIS
_T
Total
CPV
Cabo Verde
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,015
20
PCNT
%
UNESCO UIS
_T
Total
CMR
Cameroon
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,010
11
PCNT
%
UNESCO UIS
_T
Total
CMR
Cameroon
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,018
10
PCNT
%
UNESCO UIS
_T
Total
CMR
Cameroon
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,010
25
PCNT
%
UNESCO UIS
_T
Total
CMR
Cameroon
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,018
19
PCNT
%
UNESCO UIS
_T
Total
CAF
Central African Republic
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
1,975
0
PCNT
%
UNESCO UIS
_T
Total
CAF
Central African Republic
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,019
3
PCNT
%
UNESCO UIS
_T
Total
CAF
Central African Republic
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
1,975
3
PCNT
%
UNESCO UIS
_T
Total
CAF
Central African Republic
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,019
8
PCNT
%
UNESCO UIS
_T
Total
TCD
Chad
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,004
2
PCNT
%
UNESCO UIS
_T
Total
TCD
Chad
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,009
2
PCNT
%
UNESCO UIS
_T
Total
TCD
Chad
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,019
2
PCNT
%
UNESCO UIS
_T
Total
TCD
Chad
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,004
10
PCNT
%
UNESCO UIS
_T
Total
TCD
Chad
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,009
9
PCNT
%
UNESCO UIS
_T
Total
TCD
Chad
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,019
8
PCNT
%
UNESCO UIS
_T
Total
COM
Comoros
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,022
19
PCNT
%
UNESCO UIS
_T
Total
COM
Comoros
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,022
27
PCNT
%
UNESCO UIS
_T
Total
COG
Congo
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
1,984
4
PCNT
%
UNESCO UIS
_T
Total
COG
Congo
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,015
14
PCNT
%
UNESCO UIS
_T
Total
COG
Congo
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
1,984
14
PCNT
%
UNESCO UIS
_T
Total
COG
Congo
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,015
27
PCNT
%
UNESCO UIS
_T
Total
CIV
Côte d'Ivoire
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
1,998
15
PCNT
%
UNESCO UIS
_T
Total
CIV
Côte d'Ivoire
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,014
12
PCNT
%
UNESCO UIS
_T
Total
CIV
Côte d'Ivoire
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,021
8
PCNT
%
UNESCO UIS
_T
Total
CIV
Côte d'Ivoire
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
1,998
24
PCNT
%
UNESCO UIS
_T
Total
CIV
Côte d'Ivoire
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,014
16
PCNT
%
UNESCO UIS
_T
Total
CIV
Côte d'Ivoire
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,021
16
PCNT
%
UNESCO UIS
_T
Total
COD
Democratic Republic of the Congo
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,013
10
PCNT
%
UNESCO UIS
_T
Total
COD
Democratic Republic of the Congo
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,016
17
PCNT
%
UNESCO UIS
_T
Total
COD
Democratic Republic of the Congo
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,018
16
PCNT
%
UNESCO UIS
_T
Total
COD
Democratic Republic of the Congo
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,013
31
PCNT
%
UNESCO UIS
_T
Total
COD
Democratic Republic of the Congo
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,016
39
PCNT
%
UNESCO UIS
_T
Total
COD
Democratic Republic of the Congo
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,018
36
PCNT
%
UNESCO UIS
_T
Total
DJI
Djibouti
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,017
10
PCNT
%
UNESCO UIS
_T
Total
DJI
Djibouti
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,017
22
PCNT
%
UNESCO UIS
_T
Total
EGY
Egypt
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,006
33
PCNT
%
UNESCO UIS
_T
Total
EGY
Egypt
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,017
67
PCNT
%
UNESCO UIS
_T
Total
EGY
Egypt
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,021
47
PCNT
%
UNESCO UIS
_T
Total
EGY
Egypt
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,006
47
PCNT
%
UNESCO UIS
_T
Total
EGY
Egypt
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,017
67
PCNT
%
UNESCO UIS
_T
Total
EGY
Egypt
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,021
57
PCNT
%
UNESCO UIS
_T
Total
SWZ
Eswatini
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
1,976
3
PCNT
%
UNESCO UIS
_T
Total
SWZ
Eswatini
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
1,986
13
PCNT
%
UNESCO UIS
_T
Total
SWZ
Eswatini
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,021
15
PCNT
%
UNESCO UIS
_T
Total
SWZ
Eswatini
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
1,976
5
PCNT
%
UNESCO UIS
_T
Total
SWZ
Eswatini
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
1,986
7
PCNT
%
UNESCO UIS
_T
Total
SWZ
Eswatini
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,021
15
PCNT
%
UNESCO UIS
_T
Total
ETH
Ethiopia
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,007
5
PCNT
%
UNESCO UIS
_T
Total
ETH
Ethiopia
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,011
6
PCNT
%
UNESCO UIS
_T
Total
ETH
Ethiopia
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,019
3
PCNT
%
UNESCO UIS
_T
Total
ETH
Ethiopia
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,007
10
PCNT
%
UNESCO UIS
_T
Total
ETH
Ethiopia
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,011
13
PCNT
%
UNESCO UIS
_T
Total
ETH
Ethiopia
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,019
6
PCNT
%
UNESCO UIS
_T
Total
GMB
Gambia
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
1,973
1
PCNT
%
UNESCO UIS
_T
Total
GMB
Gambia
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,020
15
PCNT
%
UNESCO UIS
_T
Total
GMB
Gambia
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,023
24
PCNT
%
UNESCO UIS
_T
Total
GMB
Gambia
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
1,973
2
PCNT
%
UNESCO UIS
_T
Total
GMB
Gambia
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
M
Male
2,023
36
PCNT
%
UNESCO UIS
_T
Total
GHA
Ghana
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
1,970
1
PCNT
%
UNESCO UIS
_T
Total
GHA
Ghana
GN_ED_ATTN
Educational attainment of the population (aged 25 years and older)
F
Female
2,010
15
PCNT
%
UNESCO UIS
_T
Total
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Gender — Africa

Source: UNICEF Data Warehouse Theme: GN (gender) Publisher: United Nations Children's Fund (UNICEF) Coverage: 54 African countries · 1970–2024 · 1,631 rows Indicators: 10

About

The UNICEF Data Warehouse consolidates child-focused indicators across UNICEF collaborators (WHO, World Bank, JMP, UIS, MICS-derived aggregates, etc.). This dataset contains the gender theme filtered to all 54 African countries (ISO3-coded), repackaged in ML-ready Parquet by Electric Sheep Africa.

Schema

Column Type
REF_AREA string
Geographic area string
INDICATOR string
Indicator string
SEX string
Sex string
TIME_PERIOD int64
OBS_VALUE Float64
UNIT_MEASURE string
Unit of measure string
DATA_SOURCE string
AGE string
Current age string

Key columns

  • REF_AREA — ISO3 country code
  • INDICATOR — UNICEF indicator code (see data.unicef.org for definitions)
  • TIME_PERIOD — year of observation
  • OBS_VALUE — indicator value
  • SEX, AGE, RESIDENCE, WEALTH_QUINTILE — disaggregation dimensions where available
  • DATA_SOURCE — survey / administrative source

Usage 

from datasets import load_dataset
ds = load_dataset("electricsheepafrica/africa-unicef-gender")
df = ds["train"].to_pandas()

License

CC BY 4.0 — UNICEF open data with attribution. Always cite UNICEF + the DATA_SOURCE/CUSTODIAN/SOURCE_LINK columns embedded in each row for the original survey provider.
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Number of rows:
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Total file size:
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