electricsheepasia/asia-owid-medical-doctors-per-1000-people-vs-gdp-per-capita

Medical Doctors Per 1000 People Vs Gdp Per Capita | Asia (Our World in Data)

🌏 1,914 observations · 48 Asia countries · 1960–2024 · Repackaged by [Electric Sheep Asia](https://huggingface.co/electricsheepasia)

TL;DR

This dataset contains 1,914 observations of Medical Doctors Per 1000 People Vs Gdp Per Capita data across 48 Asia countries, spanning 1960–2024.

About the source

• —Source: Our World in Data
• —Publisher: Our World in Data
• —License: cc-by-4.0
• —Topic: Medical Doctors Per 1000 People Vs Gdp Per Capita

Geographic coverage

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

Schema

Data quality & caveats

• —Medical doctors per 1,000 people column has 27.1% null values (filtered to non-null in this dataset).

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepasia/asia-owid-medical-doctors-per-1000-people-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="Medical doctors per 1,000 people")

Citation

@misc{asia_owid_medical_doctors_per_1000_people_vs_gdp_per_capita_2024,
  title        = {Medical Doctors Per 1000 People Vs Gdp Per Capita | Asia (Our World in Data)},
  author       = {Our World in Data},
  year         = {2024},
  url          = {https://ourworldindata.org/grapher/medical-doctors-per-1000-people-vs-gdp-per-capita},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Asia},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepasia/asia-owid-medical-doctors-per-1000-people-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/medical-doctors-per-1000-people-vs-gdp-per-capita