Datasets:

electricsheepasia
/

asia-unicef-education

REF_AREA stringclasses 46 values	Geographic area stringclasses 46 values	INDICATOR stringclasses 18 values	Indicator stringclasses 18 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 26 values	AGE stringclasses 1 value	Current age stringclasses 1 value
AFG	Afghanistan	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,021	41.59372	PCNT	%	UIS	_T	Total
AFG	Afghanistan	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,021	71.24394	PCNT	%	UIS	_T	Total
AFG	Afghanistan	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,021	55.9294	PCNT	%	UIS	_T	Total
ARM	Armenia	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,020	99.89736	PCNT	%	UIS	_T	Total
ARM	Armenia	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,020	99.85206	PCNT	%	UIS	_T	Total
ARM	Armenia	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,020	99.87382	PCNT	%	UIS	_T	Total
AZE	Azerbaijan	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,019	99.90619	PCNT	%	UIS	_T	Total
AZE	Azerbaijan	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,019	99.95867	PCNT	%	UIS	_T	Total
AZE	Azerbaijan	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,019	99.93393	PCNT	%	UIS	_T	Total
BGD	Bangladesh	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,020	95.85875	PCNT	%	UIS	_T	Total
BGD	Bangladesh	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,020	93.16417	PCNT	%	UIS	_T	Total
BGD	Bangladesh	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,020	94.46178	PCNT	%	UIS	_T	Total
BRN	Brunei Darussalam	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,018	99.78966	PCNT	%	UIS	_T	Total
BRN	Brunei Darussalam	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,018	99.63516	PCNT	%	UIS	_T	Total
BRN	Brunei Darussalam	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,018	99.70894	PCNT	%	UIS	_T	Total
CHN	China	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,018	99.78338	PCNT	%	UIS	_T	Total
CHN	China	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,018	99.78379	PCNT	%	UIS	_T	Total
CHN	China	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,018	99.7836	PCNT	%	UIS	_T	Total
GEO	Georgia	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,019	99.6822	PCNT	%	UIS	_T	Total
GEO	Georgia	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,019	99.72337	PCNT	%	UIS	_T	Total
GEO	Georgia	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,019	99.70421	PCNT	%	UIS	_T	Total
IND	India	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,018	90.16941	PCNT	%	UIS	_T	Total
IND	India	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,018	92.99297	PCNT	%	UIS	_T	Total
IND	India	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,018	91.66404	PCNT	%	UIS	_T	Total
IDN	Indonesia	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,020	99.78145	PCNT	%	UIS	_T	Total
IDN	Indonesia	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,020	99.77767	PCNT	%	UIS	_T	Total
IDN	Indonesia	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,020	99.77951	PCNT	%	UIS	_T	Total
JOR	Jordan	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,018	99.49391	PCNT	%	UIS	_T	Total
JOR	Jordan	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,018	99.19612	PCNT	%	UIS	_T	Total
JOR	Jordan	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,018	99.34374	PCNT	%	UIS	_T	Total
KAZ	Kazakhstan	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,018	99.85091	PCNT	%	UIS	_T	Total
KAZ	Kazakhstan	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,018	99.94014	PCNT	%	UIS	_T	Total
KAZ	Kazakhstan	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,018	99.89736	PCNT	%	UIS	_T	Total
KWT	Kuwait	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,020	99.57578	PCNT	%	UIS	_T	Total
KWT	Kuwait	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,020	99.1044	PCNT	%	UIS	_T	Total
KWT	Kuwait	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,020	99.30332	PCNT	%	UIS	_T	Total
KGZ	Kyrgyzstan	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,018	99.81	PCNT	%	UIS	_T	Total
KGZ	Kyrgyzstan	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,018	99.69	PCNT	%	UIS	_T	Total
KGZ	Kyrgyzstan	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,018	99.75	PCNT	%	UIS	_T	Total
LBN	Lebanon	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,018	99.83898	PCNT	%	UIS	_T	Total
LBN	Lebanon	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,018	99.66274	PCNT	%	UIS	_T	Total
LBN	Lebanon	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,018	99.75182	PCNT	%	UIS	_T	Total
MYS	Malaysia	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,019	96.97591	PCNT	%	UIS	_T	Total
MYS	Malaysia	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,019	96.59851	PCNT	%	UIS	_T	Total
MYS	Malaysia	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,019	96.7784	PCNT	%	UIS	_T	Total
MNG	Mongolia	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,020	99.22561	PCNT	%	UIS	_T	Total
MNG	Mongolia	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,020	98.92643	PCNT	%	UIS	_T	Total
MNG	Mongolia	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,020	99.07434	PCNT	%	UIS	_T	Total
MMR	Myanmar	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,019	95.5529	PCNT	%	UIS	_T	Total
MMR	Myanmar	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,019	95.27067	PCNT	%	UIS	_T	Total
MMR	Myanmar	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,019	95.41512	PCNT	%	UIS	_T	Total
NPL	Nepal	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,018	90.88347	PCNT	%	UIS	_T	Total
NPL	Nepal	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,018	94.03428	PCNT	%	UIS	_T	Total
NPL	Nepal	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,018	92.39381	PCNT	%	UIS	_T	Total
OMN	Oman	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,018	98.97943	PCNT	%	UIS	_T	Total
OMN	Oman	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,018	98.35663	PCNT	%	UIS	_T	Total
OMN	Oman	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,018	98.61783	PCNT	%	UIS	_T	Total
PAK	Pakistan	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,019	65.18558	PCNT	%	UIS	_T	Total
PAK	Pakistan	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,019	79.72925	PCNT	%	UIS	_T	Total
PAK	Pakistan	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,019	72.70356	PCNT	%	UIS	_T	Total
PHL	Philippines	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,019	98.89291	PCNT	%	UIS	_T	Total
PHL	Philippines	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,019	97.89731	PCNT	%	UIS	_T	Total
PHL	Philippines	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,019	98.38451	PCNT	%	UIS	_T	Total
SAU	Saudi Arabia	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,020	99.44731	PCNT	%	UIS	_T	Total
SAU	Saudi Arabia	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,020	99.54517	PCNT	%	UIS	_T	Total
SAU	Saudi Arabia	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,020	99.49841	PCNT	%	UIS	_T	Total
SGP	Singapore	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,020	99.78702	PCNT	%	UIS	_T	Total
SGP	Singapore	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,020	99.66854	PCNT	%	UIS	_T	Total
SGP	Singapore	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,020	99.72625	PCNT	%	UIS	_T	Total
LKA	Sri Lanka	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,020	99.12386	PCNT	%	UIS	_T	Total
LKA	Sri Lanka	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,020	98.58624	PCNT	%	UIS	_T	Total
LKA	Sri Lanka	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,020	98.85923	PCNT	%	UIS	_T	Total
PSE	State of Palestine	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,020	99.24502	PCNT	%	UIS	_T	Total
PSE	State of Palestine	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,020	99.22022	PCNT	%	UIS	_T	Total
PSE	State of Palestine	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,020	99.23235	PCNT	%	UIS	_T	Total
THA	Thailand	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,018	98.59393	PCNT	%	UIS	_T	Total
THA	Thailand	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,018	97.69088	PCNT	%	UIS	_T	Total
THA	Thailand	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,018	98.13717	PCNT	%	UIS	_T	Total
TLS	Timor-Leste	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,018	84.65051	PCNT	%	UIS	_T	Total
TLS	Timor-Leste	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,018	82.45848	PCNT	%	UIS	_T	Total
TLS	Timor-Leste	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,018	83.53903	PCNT	%	UIS	_T	Total
TUR	Türkiye	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,019	99.84731	PCNT	%	UIS	_T	Total
TUR	Türkiye	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,019	99.96417	PCNT	%	UIS	_T	Total
TUR	Türkiye	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,019	99.90715	PCNT	%	UIS	_T	Total
ARE	United Arab Emirates	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,019	97.9254	PCNT	%	UIS	_T	Total
ARE	United Arab Emirates	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,019	95.13563	PCNT	%	UIS	_T	Total
ARE	United Arab Emirates	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,019	96.31158	PCNT	%	UIS	_T	Total
UZB	Uzbekistan	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,019	99.99992	PCNT	%	UIS	_T	Total
UZB	Uzbekistan	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,019	99.99992	PCNT	%	UIS	_T	Total
UZB	Uzbekistan	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,019	99.99992	PCNT	%	UIS	_T	Total
VNM	Viet Nam	ED_15-24_LR	Youth literacy rate for 15-24 years	F	Female	2,019	98.53767	PCNT	%	UIS	_T	Total
VNM	Viet Nam	ED_15-24_LR	Youth literacy rate for 15-24 years	M	Male	2,019	98.70862	PCNT	%	UIS	_T	Total
VNM	Viet Nam	ED_15-24_LR	Youth literacy rate for 15-24 years	_T	Total	2,019	98.62546	PCNT	%	UIS	_T	Total
AFG	Afghanistan	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	F	Female	2,015	29.306061	PCNT	%	DHS 2015	_T	Total
AFG	Afghanistan	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	M	Male	2,015	38.497471	PCNT	%	DHS 2015	_T	Total
AFG	Afghanistan	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	_T	Total	2,015	34.136059	PCNT	%	DHS 2015	_T	Total
ARM	Armenia	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	F	Female	2,016	64.800003	PCNT	%	DHS 2015-16	_T	Total
ARM	Armenia	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	M	Male	2,016	58.900002	PCNT	%	DHS 2015-16	_T	Total
ARM	Armenia	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	_T	Total	2,016	61.5	PCNT	%	DHS 2015-16	_T	Total
AZE	Azerbaijan	ED_ANAR_L02	Adjusted net attendance rate, one year before the official primary entry age	F	Female	2,011	66.699997	PCNT	%	DHS-style 2011	_T	Total

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Education — Africa

Source: UNICEF Data Warehouse Theme: ED (education) Publisher: United Nations Children's Fund (UNICEF) Coverage: 46 Asian countries · 2010–2021 · 1,690 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 Asia.

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/asia-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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