electricsheepasia/asia-owid-protection-of-the-rights-of-small-scale-fisheries

Protection Of The Rights Of Small Scale Fisheries | Asia (Our World in Data)

🌏 88 observations · 37 Asia countries · 2018–2024 · Repackaged by [Electric Sheep Asia](https://huggingface.co/electricsheepasia)

TL;DR

This dataset contains 88 observations of Protection Of The Rights Of Small Scale Fisheries data across 37 Asia countries, spanning 2018–2024.

About the source

• —Source: Our World in Data
• —Publisher: Our World in Data
• —License: cc-by-4.0
• —Topic: Protection Of The Rights Of Small Scale Fisheries

Geographic coverage

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

Schema

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepasia/asia-owid-protection-of-the-rights-of-small-scale-fisheries")
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="Degree of application of a legal/regulatory/policy/institutional framework which recognizes and protects access rights for small-scale fisheries (level of implementation: 1 lowest to 5 highest)")

Citation

@misc{asia_owid_protection_of_the_rights_of_small_scale_fisheries_2024,
  title        = {Protection Of The Rights Of Small Scale Fisheries | Asia (Our World in Data)},
  author       = {Our World in Data},
  year         = {2024},
  url          = {https://ourworldindata.org/grapher/protection-of-the-rights-of-small-scale-fisheries},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Asia},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepasia/asia-owid-protection-of-the-rights-of-small-scale-fisheries}}
}

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 2026-06-07 via the Electric Sheep pipeline. Source URL: https://ourworldindata.org/grapher/protection-of-the-rights-of-small-scale-fisheries