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electricsheepasia/asia-owid-employment-discrimination-bans-lgbt

Employment Discrimination Bans Lgbt | Asia (Our World in Data) 🌏 1,715 observations · 49 Asia countries · 1991–2025 · Repackaged by Electric Sheep Asia TL;DR This dataset contains 1,715 observations of Employment Discrimination Bans Lgbt data across 49 Asia countries, spanning 1991–2025. About the source Source: Our World in Data Publisher: Our World in Data License: cc-by-4.0 Topic: Employment Discrimination Bans Lgbt Geographic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-employment-discrimination-bans-lgbt.

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Dataset Card

Employment Discrimination Bans Lgbt | Asia (Our World in Data)

🌏 1,715 observations · 49 Asia countries · 1991–2025 · Repackaged by [Electric Sheep Asia](https://huggingface.co/electricsheepasia)

rows countries years license

TL;DR

This dataset contains 1,715 observations of Employment Discrimination Bans Lgbt data across 49 Asia countries, spanning 1991–2025.

About the source

Geographic coverage

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

CountryRowsFirst yearLast year
AFG3519912025
ARE3519912025
ARM3519912025
AZE3519912025
BGD3519912025
BHR3519912025
BRN3519912025
BTN3519912025
CHN3519912025
CYP3519912025
GEO3519912025
IDN3519912025
IND3519912025
IRN3519912025
IRQ3519912025
...34 more countries

Schema

ColumnTypeDescriptionExample
country_namestring—Afghanistan
country_iso3string—AFG
yearint64—1991
Employment discrimination protectionsstring—No protection

Usage

python
from datasets import load_dataset

ds = load_dataset("electricsheepasia/asia-owid-employment-discrimination-bans-lgbt")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

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

Time-series for a single indicator

python
sample = df.sort_values("year")
sample.plot(x="year", y="Employment discrimination protections")

Citation

bibtex
@misc{asia_owid_employment_discrimination_bans_lgbt_2025,
  title        = {Employment Discrimination Bans Lgbt | Asia (Our World in Data)},
  author       = {Our World in Data},
  year         = {2025},
  url          = {https://ourworldindata.org/grapher/employment-discrimination-bans-lgbt},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Asia},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepasia/asia-owid-employment-discrimination-bans-lgbt}}
}

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 2026-06-03 via the Electric Sheep pipeline. Source URL: https://ourworldindata.org/grapher/employment-discrimination-bans-lgbt