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metadata
license: cc-by-4.0
language:
  - en
task_categories:
  - tabular-classification
  - tabular-regression
  - time-series-forecasting
multilinguality: monolingual
size_categories:
  - 1K<n<10K
tags:
  - tabular
  - asia
  - our-world-in-data
  - learning-outcomes-vs-gdp-per-capita
  - owid
  - long-run-series
  - time-series
pretty_name: Learning Outcomes Vs Gdp Per Capita | Asia (Our World in Data)

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

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

rows countries years license

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

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