Datasets:

electricsheepasia
/

asia-owid-learning-outcomes-vs-gdp-per-capita

country_name stringclasses 37 values	country_iso3 stringclasses 37 values	year int64 1.99k 2.02k	Harmonized test scores among all students float64 339 581 ⌀	GDP per capita float64 759 146k	Population float64 225k 1.44B	World regions according to WB stringclasses 4 values
Afghanistan	AFG	2,000	null	1,617.8264	20,130,334	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,001	null	1,454.1108	20,284,303	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,002	null	1,774.3087	21,378,123	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,003	null	1,815.9282	22,733,053	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,004	null	1,776.9182	23,560,656	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,005	null	1,908.1147	24,404,575	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,006	null	1,929.7239	25,424,100	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,007	null	2,155.353	25,909,852	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,008	null	2,191.5044	26,482,631	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,009	null	2,565.022	27,466,102	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,010	null	2,848.5862	28,284,088	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,011	null	2,757.0525	29,347,708	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,012	null	2,985.319	30,560,036	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,013	null	3,046.5798	31,622,709	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,014	null	3,017.9426	32,792,528	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,015	null	2,967.6921	33,831,767	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,016	null	2,958.7854	34,700,613	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,017	355	2,952.999	35,688,941	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,018	354.7588	2,902.392	36,743,040	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,019	null	2,927.245	37,856,125	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,020	354.7588	2,769.6858	39,068,977	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,021	null	2,144.1665	40,000,410	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,022	null	1,981.7102	40,578,847	Middle East, North Africa, Afghanistan and Pakistan (WB)
Afghanistan	AFG	2,023	null	1,983.8126	41,454,762	Middle East, North Africa, Afghanistan and Pakistan (WB)
Armenia	ARM	1,990	null	6,137.6006	3,552,130	Europe and Central Asia (WB)
Armenia	ARM	1,991	null	5,326.753	3,613,978	Europe and Central Asia (WB)
Armenia	ARM	1,992	null	3,136.7244	3,571,870	Europe and Central Asia (WB)
Armenia	ARM	1,993	null	2,958.8804	3,453,339	Europe and Central Asia (WB)
Armenia	ARM	1,994	null	3,200.8965	3,364,620	Europe and Central Asia (WB)
Armenia	ARM	1,995	null	3,480.7559	3,307,586	Europe and Central Asia (WB)
Armenia	ARM	1,996	null	3,717.3357	3,278,738	Europe and Central Asia (WB)
Armenia	ARM	1,997	null	3,879.1794	3,246,292	Europe and Central Asia (WB)
Armenia	ARM	1,998	null	4,211.5127	3,208,399	Europe and Central Asia (WB)
Armenia	ARM	1,999	null	4,406.9673	3,167,282	Europe and Central Asia (WB)
Armenia	ARM	2,000	null	4,589.0083	3,125,630	Europe and Central Asia (WB)
Armenia	ARM	2,001	null	5,044.1167	3,084,350	Europe and Central Asia (WB)
Armenia	ARM	2,002	null	5,731.3535	3,055,636	Europe and Central Asia (WB)
Armenia	ARM	2,003	null	6,569.2603	3,038,976	Europe and Central Asia (WB)
Armenia	ARM	2,004	null	7,299.4	3,022,544	Europe and Central Asia (WB)
Armenia	ARM	2,005	null	8,362.9	3,006,360	Europe and Central Asia (WB)
Armenia	ARM	2,006	null	9,525.231	2,990,371	Europe and Central Asia (WB)
Armenia	ARM	2,007	null	10,898.849	2,974,825	Europe and Central Asia (WB)
Armenia	ARM	2,008	null	11,727.482	2,959,996	Europe and Central Asia (WB)
Armenia	ARM	2,009	null	10,143.235	2,945,518	Europe and Central Asia (WB)
Armenia	ARM	2,010	null	10,438.564	2,931,083	Europe and Central Asia (WB)
Armenia	ARM	2,011	null	10,990.177	2,923,269	Europe and Central Asia (WB)
Armenia	ARM	2,012	null	11,796.274	2,922,529	Europe and Central Asia (WB)
Armenia	ARM	2,013	null	12,194.019	2,922,526	Europe and Central Asia (WB)
Armenia	ARM	2,014	null	12,667.376	2,922,433	Europe and Central Asia (WB)
Armenia	ARM	2,015	null	13,112.76	2,921,179	Europe and Central Asia (WB)
Armenia	ARM	2,016	null	13,192.994	2,918,796	Europe and Central Asia (WB)
Armenia	ARM	2,017	443	14,243.875	2,914,966	Europe and Central Asia (WB)
Armenia	ARM	2,018	442.96945	15,037.045	2,909,971	Europe and Central Asia (WB)
Armenia	ARM	2,019	null	16,215.36	2,903,975	Europe and Central Asia (WB)
Armenia	ARM	2,020	442.96945	15,052.936	2,890,893	Europe and Central Asia (WB)
Armenia	ARM	2,021	null	15,921.705	2,870,339	Europe and Central Asia (WB)
Armenia	ARM	2,022	null	17,886.178	2,880,880	Europe and Central Asia (WB)
Armenia	ARM	2,023	null	19,402.752	2,943,398	Europe and Central Asia (WB)
Armenia	ARM	2,024	null	20,078.785	2,943,398	Europe and Central Asia (WB)
Azerbaijan	AZE	1,990	null	10,776.067	7,231,084	Europe and Central Asia (WB)
Azerbaijan	AZE	1,991	null	10,559.212	7,314,317	Europe and Central Asia (WB)
Azerbaijan	AZE	1,992	null	8,050.2163	7,405,781	Europe and Central Asia (WB)
Azerbaijan	AZE	1,993	null	6,097.4863	7,504,119	Europe and Central Asia (WB)
Azerbaijan	AZE	1,994	null	4,830.699	7,608,894	Europe and Central Asia (WB)
Azerbaijan	AZE	1,995	null	4,211.721	7,719,283	Europe and Central Asia (WB)
Azerbaijan	AZE	1,996	null	4,223.523	7,830,981	Europe and Central Asia (WB)
Azerbaijan	AZE	1,997	null	4,425.5884	7,936,220	Europe and Central Asia (WB)
Azerbaijan	AZE	1,998	null	4,822.16	8,025,808	Europe and Central Asia (WB)
Azerbaijan	AZE	1,999	null	5,133.748	8,100,472	Europe and Central Asia (WB)
Azerbaijan	AZE	2,000	null	5,656.9297	8,174,784	Europe and Central Asia (WB)
Azerbaijan	AZE	2,001	null	6,168.9854	8,251,776	Europe and Central Asia (WB)
Azerbaijan	AZE	2,002	null	6,701.0815	8,326,141	Europe and Central Asia (WB)
Azerbaijan	AZE	2,003	null	7,329.4062	8,400,528	Europe and Central Asia (WB)
Azerbaijan	AZE	2,004	null	7,937.8594	8,489,874	Europe and Central Asia (WB)
Azerbaijan	AZE	2,005	null	10,054.101	8,597,248	Europe and Central Asia (WB)
Azerbaijan	AZE	2,006	null	13,371.658	8,711,380	Europe and Central Asia (WB)
Azerbaijan	AZE	2,007	null	16,587.365	8,828,313	Europe and Central Asia (WB)
Azerbaijan	AZE	2,008	null	17,963.021	8,942,637	Europe and Central Asia (WB)
Azerbaijan	AZE	2,009	null	19,242.39	9,046,336	Europe and Central Asia (WB)
Azerbaijan	AZE	2,010	402.04822	19,925.39	9,146,852	Europe and Central Asia (WB)
Azerbaijan	AZE	2,011	null	19,358.078	9,256,156	Europe and Central Asia (WB)
Azerbaijan	AZE	2,012	null	19,523.373	9,376,179	Europe and Central Asia (WB)
Azerbaijan	AZE	2,013	null	20,398.646	9,504,417	Europe and Central Asia (WB)
Azerbaijan	AZE	2,014	null	20,709.201	9,631,136	Europe and Central Asia (WB)
Azerbaijan	AZE	2,015	null	20,678.754	9,752,859	Europe and Central Asia (WB)
Azerbaijan	AZE	2,016	null	19,822.41	9,868,434	Europe and Central Asia (WB)
Azerbaijan	AZE	2,017	472	19,659.004	9,968,510	Europe and Central Asia (WB)
Azerbaijan	AZE	2,018	472.2769	19,781.852	10,039,782	Europe and Central Asia (WB)
Azerbaijan	AZE	2,019	null	20,101.492	10,110,483	Europe and Central Asia (WB)
Azerbaijan	AZE	2,020	415.9462	19,126.098	10,181,736	Europe and Central Asia (WB)
Azerbaijan	AZE	2,021	null	20,111.375	10,234,372	Europe and Central Asia (WB)
Azerbaijan	AZE	2,022	null	21,051.244	10,295,307	Europe and Central Asia (WB)
Azerbaijan	AZE	2,023	null	21,310.738	10,318,209	Europe and Central Asia (WB)
Azerbaijan	AZE	2,024	null	22,072.148	10,318,209	Europe and Central Asia (WB)
Bahrain	BHR	1,990	null	41,856.543	514,799	Middle East, North Africa, Afghanistan and Pakistan (WB)
Bahrain	BHR	1,991	null	47,644.023	531,883	Middle East, North Africa, Afghanistan and Pakistan (WB)
Bahrain	BHR	1,992	null	49,511.95	547,753	Middle East, North Africa, Afghanistan and Pakistan (WB)
Bahrain	BHR	1,993	null	54,433.137	562,820	Middle East, North Africa, Afghanistan and Pakistan (WB)
Bahrain	BHR	1,994	null	52,886.58	577,960	Middle East, North Africa, Afghanistan and Pakistan (WB)
Bahrain	BHR	1,995	null	53,537.684	593,230	Middle East, North Africa, Afghanistan and Pakistan (WB)

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Learning Outcomes Vs Gdp Per Capita | Asia (Our World in Data)

🌏 1,594 observations · 47 Asia countries · 1990–2024 · Repackaged by Electric Sheep Asia

TL;DR

This dataset contains 1,594 observations of Learning Outcomes Vs Gdp Per Capita data across 47 Asia countries, spanning 1990–2024.

About the source

Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Learning Outcomes Vs Gdp Per Capita

Geographic coverage

47 Asia countries · top rows shown below, sorted by row count:

Country	Rows	First year	Last year
`ARE`	35	1990	2024
`ARM`	35	1990	2024
`AZE`	35	1990	2024
`BHR`	35	1990	2024
`BGD`	35	1990	2024
`BRN`	35	1990	2024
`CHN`	35	1990	2024
`IRN`	35	1990	2024
`CYP`	35	1990	2024
`GEO`	35	1990	2024
`IDN`	35	1990	2024
`IRQ`	35	1990	2024
`IND`	35	1990	2024
`JOR`	35	1990	2024
`ISR`	35	1990	2024
...	32 more countries

Schema

Column	Type	Description	Example
`country_name`	`string`	—	`Afghanistan`
`country_iso3`	`string`	—	`AFG`
`year`	`int64`	—	`2000`
`Harmonized test scores among all students`	`float64`	—	`355.0`
`GDP per capita`	`float64`	—	`1617.8264`
`Population`	`float64`	—	`20130334.0`
`World regions according to WB`	`string`	—	`Middle East, North Africa, Afghanista…`

Data quality & caveats

Harmonized test scores among all students column has 90.7% null values (filtered to non-null in this dataset).

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepasia/asia-owid-learning-outcomes-vs-gdp-per-capita")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

indonesia = df[df["country_iso3"] == "IDN"]

Time-series for a single indicator

sample = df.sort_values("year")
sample.plot(x="year", y="Harmonized test scores among all students")

Citation

@misc{asia_owid_learning_outcomes_vs_gdp_per_capita_2024,
  title        = {Learning Outcomes Vs Gdp Per Capita | Asia (Our World in Data)},
  author       = {Our World in Data},
  year         = {2024},
  url          = {https://ourworldindata.org/grapher/learning-outcomes-vs-gdp-per-capita},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Asia},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepasia/asia-owid-learning-outcomes-vs-gdp-per-capita}}
}

License

Released under cc-by-4.0.

Original data © Our World in Data. When using this dataset, please cite both the original source above and the Electric Sheep Asia repackaging.

About Electric Sheep

Electric Sheep Asia is part of the Electric Sheep mission: a unified, ML-ready data layer for Asia on HuggingFace. We pull data from authoritative open sources, normalize the schemas, package as Parquet, and publish with consistent dataset cards so researchers and developers can use load_dataset() to start working in seconds.

Browse the full collection: huggingface.co/electricsheepasia

Provenance: ingested 2026-06-06 via the Electric Sheep pipeline. Source URL: https://ourworldindata.org/grapher/learning-outcomes-vs-gdp-per-capita

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