Datasets:

electricsheepafrica
/

africa-unicef-social-protection

REF_AREA stringclasses 54 values	Geographic area stringclasses 54 values	INDICATOR stringclasses 6 values	Indicator stringclasses 6 values	SEX stringclasses 1 value	Sex stringclasses 1 value	TIME_PERIOD int64 2.02k 2.02k	OBS_VALUE float64 0 17.9k	UNIT_MEASURE stringclasses 3 values	Unit of measure stringclasses 3 values	SERIES_FOOTNOTE stringclasses 0 values	DATA_SOURCE stringclasses 5 values	AGE stringclasses 1 value	Current age stringclasses 1 value
DZA	Algeria	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	72.3	PCNT	%	null	UNSD SDG Database	_T	Total
AGO	Angola	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	0.3	PCNT	%	null	UNSD SDG Database	_T	Total
BEN	Benin	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	12	PCNT	%	null	UNSD SDG Database	_T	Total
BWA	Botswana	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	2.3	PCNT	%	null	UNSD SDG Database	_T	Total
BFA	Burkina Faso	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	8.7	PCNT	%	null	UNSD SDG Database	_T	Total
BDI	Burundi	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	20.2	PCNT	%	null	UNSD SDG Database	_T	Total
CPV	Cabo Verde	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	42.3	PCNT	%	null	UNSD SDG Database	_T	Total
CMR	Cameroon	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	9.3	PCNT	%	null	UNSD SDG Database	_T	Total
CAF	Central African Republic	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	4.9	PCNT	%	null	UNSD SDG Database	_T	Total
TCD	Chad	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	0.6	PCNT	%	null	UNSD SDG Database	_T	Total
COM	Comoros	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	0	PCNT	%	null	UNSD SDG Database	_T	Total
CIV	Côte d'Ivoire	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	9.5	PCNT	%	null	UNSD SDG Database	_T	Total
COD	Democratic Republic of the Congo	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	7.5	PCNT	%	null	UNSD SDG Database	_T	Total
DJI	Djibouti	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	3.5	PCNT	%	null	UNSD SDG Database	_T	Total
EGY	Egypt	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	23.9	PCNT	%	null	UNSD SDG Database	_T	Total
GNQ	Equatorial Guinea	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	1.4	PCNT	%	null	UNSD SDG Database	_T	Total
ERI	Eritrea	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	10.2	PCNT	%	null	UNSD SDG Database	_T	Total
SWZ	Eswatini	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	15.9	PCNT	%	null	UNSD SDG Database	_T	Total
ETH	Ethiopia	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	4.5	PCNT	%	null	UNSD SDG Database	_T	Total
GAB	Gabon	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	37	PCNT	%	null	UNSD SDG Database	_T	Total
GMB	Gambia	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	11.1	PCNT	%	null	UNSD SDG Database	_T	Total
GHA	Ghana	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	30.4	PCNT	%	null	UNSD SDG Database	_T	Total
GIN	Guinea	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	6.2	PCNT	%	null	UNSD SDG Database	_T	Total
KEN	Kenya	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	3.2	PCNT	%	null	UNSD SDG Database	_T	Total
LSO	Lesotho	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	67.2	PCNT	%	null	UNSD SDG Database	_T	Total
LBR	Liberia	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	5.8	PCNT	%	null	UNSD SDG Database	_T	Total
LBY	Libya	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	55.3	PCNT	%	null	UNSD SDG Database	_T	Total
MDG	Madagascar	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	21.3	PCNT	%	null	UNSD SDG Database	_T	Total
MWI	Malawi	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	33.1	PCNT	%	null	UNSD SDG Database	_T	Total
MLI	Mali	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	15.7	PCNT	%	null	UNSD SDG Database	_T	Total
MRT	Mauritania	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	4.9	PCNT	%	null	UNSD SDG Database	_T	Total
MUS	Mauritius	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	10.8	PCNT	%	null	UNSD SDG Database	_T	Total
MAR	Morocco	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	15.8	PCNT	%	null	UNSD SDG Database	_T	Total
MOZ	Mozambique	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	0.1	PCNT	%	null	UNSD SDG Database	_T	Total
NAM	Namibia	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	38.7	PCNT	%	null	UNSD SDG Database	_T	Total
NER	Niger	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	4.2	PCNT	%	null	UNSD SDG Database	_T	Total
NGA	Nigeria	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	10.5	PCNT	%	null	UNSD SDG Database	_T	Total
RWA	Rwanda	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	5.2	PCNT	%	null	UNSD SDG Database	_T	Total
STP	Sao Tome and Principe	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	17.2	PCNT	%	null	UNSD SDG Database	_T	Total
SEN	Senegal	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	27.1	PCNT	%	null	UNSD SDG Database	_T	Total
SYC	Seychelles	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	3.5	PCNT	%	null	UNSD SDG Database	_T	Total
SLE	Sierra Leone	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	0.8	PCNT	%	null	UNSD SDG Database	_T	Total
ZAF	South Africa	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	66.4	PCNT	%	null	UNSD SDG Database	_T	Total
SSD	South Sudan	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	17.7	PCNT	%	null	UNSD SDG Database	_T	Total
SDN	Sudan	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	8.1	PCNT	%	null	UNSD SDG Database	_T	Total
TGO	Togo	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	74.5	PCNT	%	null	UNSD SDG Database	_T	Total
TUN	Tunisia	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	28.6	PCNT	%	null	UNSD SDG Database	_T	Total
ZMB	Zambia	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	23.2	PCNT	%	null	UNSD SDG Database	_T	Total
ZWE	Zimbabwe	SPP_CHLD_SOC_PROT	Proportion of children covered by social protection	_T	Total	2,024	7	PCNT	%	null	UNSD SDG Database	_T	Total
DZA	Algeria	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	5,260.20625	USD	USD	null	World Bank World Developent Indicators	_T	Total
AGO	Angola	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	2,309.52162	USD	USD	null	World Bank World Developent Indicators	_T	Total
BEN	Benin	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	1,434.662834	USD	USD	null	World Bank World Developent Indicators	_T	Total
BWA	Botswana	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	7,249.799326	USD	USD	null	World Bank World Developent Indicators	_T	Total
BFA	Burkina Faso	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	874.12128	USD	USD	null	World Bank World Developent Indicators	_T	Total
BDI	Burundi	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	199.58076	USD	USD	null	World Bank World Developent Indicators	_T	Total
CPV	Cabo Verde	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	4,321.579864	USD	USD	null	World Bank World Developent Indicators	_T	Total
CMR	Cameroon	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	1,673.648889	USD	USD	null	World Bank World Developent Indicators	_T	Total
CAF	Central African Republic	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	445.028196	USD	USD	null	World Bank World Developent Indicators	_T	Total
TCD	Chad	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	719.384875	USD	USD	null	World Bank World Developent Indicators	_T	Total
COM	Comoros	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	1,587.161896	USD	USD	null	World Bank World Developent Indicators	_T	Total
COG	Congo	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	2,508.823395	USD	USD	null	World Bank World Developent Indicators	_T	Total
CIV	Côte d'Ivoire	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	2,728.803246	USD	USD	null	World Bank World Developent Indicators	_T	Total
COD	Democratic Republic of the Congo	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	649.143988	USD	USD	null	World Bank World Developent Indicators	_T	Total
DJI	Djibouti	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	3,606.416896	USD	USD	null	World Bank World Developent Indicators	_T	Total
EGY	Egypt	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	3,512.580065	USD	USD	null	World Bank World Developent Indicators	_T	Total
GNQ	Equatorial Guinea	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	7,066.616593	USD	USD	null	World Bank World Developent Indicators	_T	Total
SWZ	Eswatini	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	3,797.301209	USD	USD	null	World Bank World Developent Indicators	_T	Total
ETH	Ethiopia	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	1,293.778008	USD	USD	null	World Bank World Developent Indicators	_T	Total
GAB	Gabon	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	8,420.102057	USD	USD	null	World Bank World Developent Indicators	_T	Total
GMB	Gambia	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	843.765743	USD	USD	null	World Bank World Developent Indicators	_T	Total
GHA	Ghana	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	2,238.158021	USD	USD	null	World Bank World Developent Indicators	_T	Total
GIN	Guinea	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	1,663.937807	USD	USD	null	World Bank World Developent Indicators	_T	Total
GNB	Guinea-Bissau	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	914.275154	USD	USD	null	World Bank World Developent Indicators	_T	Total
KEN	Kenya	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	1,949.898969	USD	USD	null	World Bank World Developent Indicators	_T	Total
LSO	Lesotho	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	878.008505	USD	USD	null	World Bank World Developent Indicators	_T	Total
LBR	Liberia	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	799.501401	USD	USD	null	World Bank World Developent Indicators	_T	Total
LBY	Libya	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	7,329.976541	USD	USD	null	World Bank World Developent Indicators	_T	Total
MDG	Madagascar	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	528.650155	USD	USD	null	World Bank World Developent Indicators	_T	Total
MWI	Malawi	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	672.869702	USD	USD	null	World Bank World Developent Indicators	_T	Total
MLI	Mali	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	897.44867	USD	USD	null	World Bank World Developent Indicators	_T	Total
MRT	Mauritania	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	2,149.414087	USD	USD	null	World Bank World Developent Indicators	_T	Total
MUS	Mauritius	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	11,416.858993	USD	USD	null	World Bank World Developent Indicators	_T	Total
MAR	Morocco	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	3,672.112305	USD	USD	null	World Bank World Developent Indicators	_T	Total
MOZ	Mozambique	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	608.442708	USD	USD	null	World Bank World Developent Indicators	_T	Total
NAM	Namibia	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	4,742.783827	USD	USD	null	World Bank World Developent Indicators	_T	Total
NER	Niger	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	618.287229	USD	USD	null	World Bank World Developent Indicators	_T	Total
NGA	Nigeria	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	1,621.123515	USD	USD	null	World Bank World Developent Indicators	_T	Total
RWA	Rwanda	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	1,000.218923	USD	USD	null	World Bank World Developent Indicators	_T	Total
STP	Sao Tome and Principe	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	2,601.790547	USD	USD	null	World Bank World Developent Indicators	_T	Total
SEN	Senegal	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	1,745.972068	USD	USD	null	World Bank World Developent Indicators	_T	Total
SYC	Seychelles	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	17,879.239655	USD	USD	null	World Bank World Developent Indicators	_T	Total
SLE	Sierra Leone	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	433.374174	USD	USD	null	World Bank World Developent Indicators	_T	Total
SOM	Somalia	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	643.750029	USD	USD	null	World Bank World Developent Indicators	_T	Total
ZAF	South Africa	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	6,253.161613	USD	USD	null	World Bank World Developent Indicators	_T	Total
SSD	South Sudan	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	1,071.777765	USD	USD	null	World Bank World Developent Indicators	_T	Total
SDN	Sudan	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	2,272.485596	USD	USD	null	World Bank World Developent Indicators	_T	Total
TGO	Togo	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	1,012.973873	USD	USD	null	World Bank World Developent Indicators	_T	Total
TUN	Tunisia	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	3,895.386639	USD	USD	null	World Bank World Developent Indicators	_T	Total
UGA	Uganda	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	1,014.213978	USD	USD	null	World Bank World Developent Indicators	_T	Total
TZA	United Republic of Tanzania	SPP_GDPPC	GDP per capita (current US$)	_T	Total	2,024	1,211.058594	USD	USD	null	World Bank World Developent Indicators	_T	Total

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Social Protection — Africa

Source: UNICEF Data Warehouse Theme: SPP (social-protection) Publisher: United Nations Children's Fund (UNICEF) Coverage: 54 African countries · 2008–2024 · 345 rows Indicators: 7

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 social-protection 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
`SERIES_FOOTNOTE`	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-social-protection")
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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