Datasets:

electricsheepeurope
/

europe-unicef-education

REF_AREA stringclasses 43 values	Geographic area stringclasses 43 values	INDICATOR stringclasses 19 values	Indicator stringclasses 19 values	SEX stringclasses 3 values	Sex stringclasses 3 values	TIME_PERIOD int64 2.01k 2.02k	OBS_VALUE float64 0 100	UNIT_MEASURE stringclasses 1 value	Unit of measure stringclasses 1 value	DATA_SOURCE stringclasses 10 values	AGE stringclasses 1 value	Current age stringclasses 1 value
ALB	Albania	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,018	99.63	PCNT	%	UIS	_T	Total
ALB	Albania	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,018	99.05	PCNT	%	UIS	_T	Total
ALB	Albania	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,018	99.33	PCNT	%	UIS	_T	Total
BLR	Belarus	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,019	99.89983	PCNT	%	UIS	_T	Total
BLR	Belarus	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,019	99.84713	PCNT	%	UIS	_T	Total
BLR	Belarus	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,019	99.87283	PCNT	%	UIS	_T	Total
GRC	Greece	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,018	99.07	PCNT	%	UIS	_T	Total
GRC	Greece	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,018	99.26	PCNT	%	UIS	_T	Total
GRC	Greece	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,018	99.16	PCNT	%	UIS	_T	Total
ITA	Italy	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,019	99.92654	PCNT	%	UIS	_T	Total
ITA	Italy	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,019	99.82589	PCNT	%	UIS	_T	Total
ITA	Italy	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,019	99.87422	PCNT	%	UIS	_T	Total
LVA	Latvia	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,018	99.86	PCNT	%	UIS	_T	Total
LVA	Latvia	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,018	99.78	PCNT	%	UIS	_T	Total
LVA	Latvia	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,018	99.82	PCNT	%	UIS	_T	Total
MLT	Malta	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,018	99.56088	PCNT	%	UIS	_T	Total
MLT	Malta	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,018	99.05695	PCNT	%	UIS	_T	Total
MLT	Malta	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,018	99.30071	PCNT	%	UIS	_T	Total
MNE	Montenegro	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,018	98.97	PCNT	%	UIS	_T	Total
MNE	Montenegro	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,018	99.23	PCNT	%	UIS	_T	Total
MNE	Montenegro	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,018	99.11	PCNT	%	UIS	_T	Total
PRT	Portugal	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,018	99.70156	PCNT	%	UIS	_T	Total
PRT	Portugal	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,018	99.62657	PCNT	%	UIS	_T	Total
PRT	Portugal	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,018	99.66392	PCNT	%	UIS	_T	Total
ROU	Romania	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,018	99.43968	PCNT	%	UIS	_T	Total
ROU	Romania	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,018	99.41938	PCNT	%	UIS	_T	Total
ROU	Romania	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,018	99.42919	PCNT	%	UIS	_T	Total
RUS	Russian Federation	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,018	99.74909	PCNT	%	UIS	_T	Total
RUS	Russian Federation	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,018	99.64997	PCNT	%	UIS	_T	Total
RUS	Russian Federation	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,018	99.69845	PCNT	%	UIS	_T	Total
SRB	Serbia	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,019	99.99942	PCNT	%	UIS	_T	Total
SRB	Serbia	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,019	99.99946	PCNT	%	UIS	_T	Total
SRB	Serbia	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,019	99.99944	PCNT	%	UIS	_T	Total
ESP	Spain	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,020	99.75504	PCNT	%	UIS	_T	Total
ESP	Spain	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,020	99.49479	PCNT	%	UIS	_T	Total
ESP	Spain	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,020	99.62142	PCNT	%	UIS	_T	Total
BLR	Belarus	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	F	Female	2,020	93.73967	PCNT	%	MICS 2019	_T	Total
BLR	Belarus	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	M	Male	2,020	94.208748	PCNT	%	MICS 2019	_T	Total
BLR	Belarus	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	_T	Total	2,020	93.977028	PCNT	%	MICS 2019	_T	Total
BIH	Bosnia and Herzegovina	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	F	Female	2,012	95.102737	PCNT	%	MICS 2011-12	_T	Total
BIH	Bosnia and Herzegovina	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	M	Male	2,012	96.785507	PCNT	%	MICS 2011-12	_T	Total
BIH	Bosnia and Herzegovina	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	_T	Total	2,012	96.063164	PCNT	%	MICS 2011-12	_T	Total
XKX	Kosovo (UNSCR 1244)	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	F	Female	2,020	81.8	PCNT	%	MICS 2019-20	_T	Total
XKX	Kosovo (UNSCR 1244)	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	M	Male	2,020	86.2	PCNT	%	MICS 2019-20	_T	Total
XKX	Kosovo (UNSCR 1244)	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	_T	Total	2,020	83.8	PCNT	%	MICS 2019-20	_T	Total
MNE	Montenegro	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	F	Female	2,018	62.7682	PCNT	%	MICS 2018	_T	Total
MNE	Montenegro	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	M	Male	2,018	71.282249	PCNT	%	MICS 2018	_T	Total
MNE	Montenegro	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	_T	Total	2,018	66.967796	PCNT	%	MICS 2018	_T	Total
MKD	North Macedonia	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	F	Female	2,019	54.238819	PCNT	%	MICS 2018-19	_T	Total
MKD	North Macedonia	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	M	Male	2,019	45.887459	PCNT	%	MICS 2018-19	_T	Total
MKD	North Macedonia	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	_T	Total	2,019	49.948261	PCNT	%	MICS 2018-19	_T	Total
MDA	Republic of Moldova	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	F	Female	2,012	94.963837	PCNT	%	MICS 2012	_T	Total
MDA	Republic of Moldova	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	M	Male	2,012	92.584923	PCNT	%	MICS 2012	_T	Total
MDA	Republic of Moldova	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	_T	Total	2,012	93.857712	PCNT	%	MICS 2012	_T	Total
SRB	Serbia	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	F	Female	2,019	95.876747	PCNT	%	MICS 2019	_T	Total
SRB	Serbia	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	M	Male	2,019	97.679626	PCNT	%	MICS 2019	_T	Total
SRB	Serbia	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	_T	Total	2,019	96.893997	PCNT	%	MICS 2019	_T	Total
UKR	Ukraine	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	F	Female	2,012	81.018341	PCNT	%	MICS 2012	_T	Total
UKR	Ukraine	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	M	Male	2,012	77.969391	PCNT	%	MICS 2012	_T	Total
UKR	Ukraine	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	_T	Total	2,012	79.446663	PCNT	%	MICS 2012	_T	Total
ALB	Albania	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	F	Female	2,018	91.39299	PCNT	%	DHS 2017-18	_T	Total
ALB	Albania	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	M	Male	2,018	88.879219	PCNT	%	DHS 2017-18	_T	Total
ALB	Albania	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	_T	Total	2,018	90.119217	PCNT	%	DHS 2017-18	_T	Total
BLR	Belarus	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	F	Female	2,020	93.706253	PCNT	%	MICS 2019	_T	Total
BLR	Belarus	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	M	Male	2,020	92.922379	PCNT	%	MICS 2019	_T	Total
BLR	Belarus	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	_T	Total	2,020	93.287956	PCNT	%	MICS 2019	_T	Total
BIH	Bosnia and Herzegovina	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	F	Female	2,012	95.102737	PCNT	%	MICS 2011-12	_T	Total
BIH	Bosnia and Herzegovina	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	M	Male	2,012	96.785507	PCNT	%	MICS 2011-12	_T	Total
BIH	Bosnia and Herzegovina	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	_T	Total	2,012	96.063164	PCNT	%	MICS 2011-12	_T	Total
XKX	Kosovo (UNSCR 1244)	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	F	Female	2,020	96.7	PCNT	%	MICS 2019-20	_T	Total
XKX	Kosovo (UNSCR 1244)	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	M	Male	2,020	95.5	PCNT	%	MICS 2019-20	_T	Total
XKX	Kosovo (UNSCR 1244)	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	_T	Total	2,020	96.1	PCNT	%	MICS 2019-20	_T	Total
MNE	Montenegro	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	F	Female	2,018	95.260071	PCNT	%	MICS 2018	_T	Total
MNE	Montenegro	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	M	Male	2,018	95.085533	PCNT	%	MICS 2018	_T	Total
MNE	Montenegro	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	_T	Total	2,018	95.169182	PCNT	%	MICS 2018	_T	Total
MKD	North Macedonia	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	F	Female	2,019	98.133537	PCNT	%	MICS 2018-19	_T	Total
MKD	North Macedonia	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	M	Male	2,019	97.927208	PCNT	%	MICS 2018-19	_T	Total
MKD	North Macedonia	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	_T	Total	2,019	98.029938	PCNT	%	MICS 2018-19	_T	Total
MDA	Republic of Moldova	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	F	Female	2,012	98.400002	PCNT	%	MICS 2012	_T	Total
MDA	Republic of Moldova	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	M	Male	2,012	98.900002	PCNT	%	MICS 2012	_T	Total
MDA	Republic of Moldova	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	_T	Total	2,012	98.699997	PCNT	%	MICS 2012	_T	Total
ROU	Romania	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	F	Female	2,016	91.400002	PCNT	%	Institute of Educational Sciences and UNICEF 2015-2016	_T	Total
ROU	Romania	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	M	Male	2,016	91.739998	PCNT	%	Institute of Educational Sciences and UNICEF 2015-2016	_T	Total
ROU	Romania	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	_T	Total	2,016	91.57	PCNT	%	Institute of Educational Sciences and UNICEF 2015-2016	_T	Total
SRB	Serbia	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	F	Female	2,019	95.115067	PCNT	%	MICS 2019	_T	Total
SRB	Serbia	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	M	Male	2,019	99.090042	PCNT	%	MICS 2019	_T	Total
SRB	Serbia	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	_T	Total	2,019	97.191017	PCNT	%	MICS 2019	_T	Total
UKR	Ukraine	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	F	Female	2,012	99.599998	PCNT	%	MICS 2012	_T	Total
UKR	Ukraine	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	M	Male	2,012	100	PCNT	%	MICS 2012	_T	Total
UKR	Ukraine	ED_ANAR_L1	Adjusted net attendance rate for children of primary school age	_T	Total	2,012	99.800003	PCNT	%	MICS 2012	_T	Total
ALB	Albania	ED_ANAR_L2	Adjusted net attendance rate for adolescents of lower secondary school age	F	Female	2,018	95.305901	PCNT	%	DHS 2017-18	_T	Total
ALB	Albania	ED_ANAR_L2	Adjusted net attendance rate for adolescents of lower secondary school age	M	Male	2,018	94.957283	PCNT	%	DHS 2017-18	_T	Total
ALB	Albania	ED_ANAR_L2	Adjusted net attendance rate for adolescents of lower secondary school age	_T	Total	2,018	95.1241	PCNT	%	DHS 2017-18	_T	Total
BLR	Belarus	ED_ANAR_L2	Adjusted net attendance rate for adolescents of lower secondary school age	F	Female	2,020	95.595154	PCNT	%	MICS 2019	_T	Total
BLR	Belarus	ED_ANAR_L2	Adjusted net attendance rate for adolescents of lower secondary school age	M	Male	2,020	91.244667	PCNT	%	MICS 2019	_T	Total
BLR	Belarus	ED_ANAR_L2	Adjusted net attendance rate for adolescents of lower secondary school age	_T	Total	2,020	93.276657	PCNT	%	MICS 2019	_T	Total
BIH	Bosnia and Herzegovina	ED_ANAR_L2	Adjusted net attendance rate for adolescents of lower secondary school age	F	Female	2,012	96	PCNT	%	MICS 2011-12	_T	Total
BIH	Bosnia and Herzegovina	ED_ANAR_L2	Adjusted net attendance rate for adolescents of lower secondary school age	M	Male	2,012	94.199997	PCNT	%	MICS 2011-12	_T	Total
BIH	Bosnia and Herzegovina	ED_ANAR_L2	Adjusted net attendance rate for adolescents of lower secondary school age	_T	Total	2,012	95.099998	PCNT	%	MICS 2011-12	_T	Total
XKX	Kosovo (UNSCR 1244)	ED_ANAR_L2	Adjusted net attendance rate for adolescents of lower secondary school age	F	Female	2,020	93.5	PCNT	%	MICS 2019-20	_T	Total

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Education — Africa

Source: UNICEF Data Warehouse Theme: ED (education) Publisher: United Nations Children's Fund (UNICEF) Coverage: 43 European countries · 2012–2022 · 1,165 rows Indicators: 21

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 education theme filtered to all 54 African countries (ISO3-coded), repackaged in ML-ready Parquet by Electric Sheep Europe.

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/europe-unicef-education")
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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