datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
canadian-legal-data
DEPRECATION NOTICE
⚠️ This project is deprecated and is no longer being maintained or
monitored. The project has been transferred from the Refugee Law Lab
to Access to Algorithmic Justice.
For the current a2aj.ca version, please see:
Access methods for all Canadian Legal Data
Hugging Face access to Canadian Case Law
Hugging Face access to Canadian Laws
Refugee Law Lab: Canadian Legal Data
Dataset Summary
The Refugee Law Lab supports bulk open-access to… See the full description on the dataset page: https://huggingface.co/datasets/refugee-law-lab/canadian-legal-data.REFUGEREFUGE-MultiRater
REFUGE
REFUGE Challenge provides a data set of 1200 fundus images with ground truth segmentations and clinical glaucoma labels, currently the largest existing one.
This dataset supplied multi-rater annotations of REFUGE Challenge Dataset. The challenge dataset releases majority vote (with some modifications) results of seven independent
annotations. We release the scource seven annotations here.
Cite
@article{fang2022refuge2,
title={REFUGE2 Challenge: Treasure for… See the full description on the dataset page: https://huggingface.co/datasets/realslimman/REFUGE-MultiRater.ai-candy-book
ai-candy-book
This is a meta-analysis of vast amount of human domain knowledge (comedy, lawyer, maths, politics, philosophy, malware, hallucination, memes... what not!).
50GB / ~12B tokens of synthetic data ("meta synthetic tokens")! (World largest open-source synthetic multi-domain dataset! symbolic AI?)
If you want to read the text, data/alignment-2025-09-17.txt as a good starting point.
Training (Tokenized Dataset)
Find the scripts in user/. Remember the scripts… See the full description on the dataset page: https://huggingface.co/datasets/AI-Refuge/ai-candy-book.full-docket-nlp-tempafrica-malian-refugees-camp-locations-in-mauritania-niger-and-burkina-faso
Malian Refugees: Camp locations in Mauritania, Niger and Burkina Faso | Africa (original)
Size category: n<1K - Formats: parquet - Sector: governance_security - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-malian-refugees-camp-locations-in-mauritania-niger-and-burkina-faso.africa-south-sudan-eastern-and-southern-africa-refugees-and-idps-situation-an-c8b0b1c9
Eastern and Southern Africa Refugees and Idps Situation an | Africa (UNICEF Eastern and Southern Africa Regional Office (ESARO) (inactive))
261 rows - 1 Africa country/area - 2019-2022 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 261 rows from UNICEF Eastern and Southern Africa Regional Office (ESARO) (inactive), covering Eastern and Southern Africa Refugees and Idps Situation an. It is published as ML-ready Parquet with… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-eastern-and-southern-africa-refugees-and-idps-situation-an-c8b0b1c9.africa-refugees-by-admin-2-in-niger
Niger: Refugees Figures | Africa (original)
Size category: n<1K - Formats: parquet - Sector: demographics_social - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect structured evidence… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-refugees-by-admin-2-in-niger.africa-number-of-refugees-from-kenya
Number of Refugees from Kenya | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-number-of-refugees-from-kenya.africa-chad-chad-number-of-internally-displaced-persons-refugees-and-r-3c5302b5
Chad Number of Internally Displaced Persons Refugees and R | Africa (OCHA Chad)
76 rows - 1 Africa country/area - 2025 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 76 rows from OCHA Chad, covering Chad Number of Internally Displaced Persons Refugees and R. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-chad-chad-number-of-internally-displaced-persons-refugees-and-r-3c5302b5.africa-niger-niger-refugees-figures-5a106dbd
Niger: Refugees Figures | Africa (Niger official open data)
2,490 rows - 1 Africa country - 2023 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Niger as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Niger: Refugees Figures
Publisher: OCHA Niger
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-niger-niger-refugees-figures-5a106dbd.fc-imm-dockets
Refugee Law Lab: Federal Court Immigration Dockets
Dataset Summary
The Refugee Law Lab supports bulk open-access to Canadian legal data to facilitate research and advocacy.
Bulk open-access helps avoid asymmetrical access-to-justice and amplification of marginalization that
results when commercial actors leverage proprietary
legal datasets for profit -- a particular concern in the border control setting.
This is the dataset is an updated version of a dataset used for a… See the full description on the dataset page: https://huggingface.co/datasets/refugee-law-lab/fc-imm-dockets.africa-refugees-mauritius
HDX HAPI Data for Mauritius | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: governance_security - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-refugees-mauritius.africa-hoa-refugee-database
Horn of Africa Refugee Database | Africa (original)
Size category: n<1K - Formats: parquet - Sector: demographics_social - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-hoa-refugee-database.africa-chad-chad-number-of-internally-displaced-persons-refugees-and-r-304b78f8
Chad Number of Internally Displaced Persons Refugees and R | Africa (OCHA Chad)
41 rows - 1 Africa country/area - 2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 41 rows from OCHA Chad, covering Chad Number of Internally Displaced Persons Refugees and R. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-chad-chad-number-of-internally-displaced-persons-refugees-and-r-304b78f8.luck-of-the-draw-iii
Refugee Law Lab: Luck of the Draw III: Data
Dataset Summary
The Refugee Law Lab supports bulk open-access to Canadian legal data to facilitate research and advocacy.
Bulk open-access helps avoid asymmetrical access-to-justice and amplification of marginalization that
results when commercial actors leverage proprietary
legal datasets for profit -- a particular concern in the border control setting.
This is the dataset used for a research project published in the Queen's… See the full description on the dataset page: https://huggingface.co/datasets/refugee-law-lab/luck-of-the-draw-iii.refugees-gpt
Dataset Card for refugees-gpt
This dataset has been created with Argilla. As shown in the sections below, this dataset can be loaded into your Argilla server as explained in Load with Argilla, or used directly with the datasets library in Load with datasets.
Using this dataset with Argilla
To load with Argilla, you'll just need to install Argilla as pip install argilla --upgrade and then use the following code:
import argilla as rg
ds =… See the full description on the dataset page: https://huggingface.co/datasets/apol/refugees-gpt.refugees-ai
Dataset Card for refugees-ai
This dataset has been created with distilabel.
The pipeline script was uploaded to easily reproduce the dataset:
app.py.
It can be run directly using the CLI:
distilabel pipeline run --script "https://huggingface.co/datasets/apol/refugees-ai/raw/main/app.py"
Dataset Summary
This dataset contains a pipeline.yaml which can be used to reproduce the pipeline that generated it in distilabel using the distilabel CLI:
distilabel… See the full description on the dataset page: https://huggingface.co/datasets/apol/refugees-ai.unhcr-refugees-asylum-seekers
UNHCR Situations: Monthly Refugees and Asylum Seekers | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: humanitarian_development - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/unhcr-refugees-asylum-seekers.asia-refugees-informal-settlements-refugees-living-in
Informal Settlements (Refugees living in informal settlements)
Publisher: OCHA Lebanon · Source: HDX · License: cc-by · Updated: 2025-05-05
Abstract
In Lebanon Syrian refugees are scattered all over the country, mostly living in the cities and villages with host communities renting or occupying abandoned or unfinished building, however over 30% of the refugees are living in tents in Informal Settlements. Informal Settlements are collections of tent (not more than 20… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-refugees-informal-settlements-refugees-living-in.africa-chad-chad-number-of-internally-displaced-persons-refugees-and-r-4d2c821f
Chad Number of Internally Displaced Persons Refugees and R | Africa (OCHA Chad)
19 rows - 1 Africa country/area - 2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 19 rows from OCHA Chad, covering Chad Number of Internally Displaced Persons Refugees and R. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-chad-chad-number-of-internally-displaced-persons-refugees-and-r-4d2c821f.africa-south-sudan-unicef-esaro-regional-refugee-database-august-2017-c0b65662
Unicef Esaro Regional Refugee Database August 2017 | Africa (UNICEF Eastern and Southern Africa Regional Office (ESARO) (inactive))
121 rows - 1 Africa country/area - 2017 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 121 rows from UNICEF Eastern and Southern Africa Regional Office (ESARO) (inactive), covering Unicef Esaro Regional Refugee Database August 2017. It is published as ML-ready Parquet with consistent Hugging Face… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-unicef-esaro-regional-refugee-database-august-2017-c0b65662.africa-chad-chad-number-of-internally-displaced-persons-refugees-and-r-67a94c27
Chad Number of Internally Displaced Persons Refugees and R | Africa (OCHA Chad)
212 rows - 1 Africa country/area - 2021 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 212 rows from OCHA Chad, covering Chad Number of Internally Displaced Persons Refugees and R. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-chad-chad-number-of-internally-displaced-persons-refugees-and-r-67a94c27.asia-owid-refugee-population-by-country-or-territory-of-asylum
Refugee Population By Country Or Territory Of Asylum | Asia (Our World in Data)
🌏 1,706 observations · 46 Asia countries · 1951–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,706 observations of Refugee Population By Country Or Territory Of Asylum data across 46 Asia countries, spanning 1951–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Refugee Population By… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-refugee-population-by-country-or-territory-of-asylum.africa-evolution-of-malian-refugees-since-september-2012
Evolution of Malian refugees since September 2012 | Africa (original)
Size category: n<1K - Formats: parquet - Sector: governance_security - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-evolution-of-malian-refugees-since-september-2012.africa-chad-chad-number-of-internally-displaced-persons-refugees-and-r-ee0d6a9f
Chad Number of Internally Displaced Persons Refugees and R | Africa (OCHA Chad)
514 rows - 1 Africa country/area - 2020 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 514 rows from OCHA Chad, covering Chad Number of Internally Displaced Persons Refugees and R. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-chad-chad-number-of-internally-displaced-persons-refugees-and-r-ee0d6a9f.refugees
Global Refugee Flows Dataset
This dataset combines refugee flow data with economic, demographic,
political, environmental, and conflict-related indicators for
visualization and migration analysis purposes.
Included Data
Refugee flows
Population
GDP per capita
CO2 emissions per capita
Life expectancy
Political regime
World Bank income groups
Most common religion
Conflict fatalities
Sources
UNHCR Refugee… See the full description on the dataset page: https://huggingface.co/datasets/alexganea/refugees.asia-owid-refugee-population-by-country-or-territory-of-origin
Refugee Population By Country Or Territory Of Origin | Asia (Our World in Data)
🌏 1,777 observations · 48 Asia countries · 1964–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,777 observations of Refugee Population By Country Or Territory Of Origin data across 48 Asia countries, spanning 1964–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Refugee Population By… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-refugee-population-by-country-or-territory-of-origin.africa-chad-chad-number-of-internally-displaced-persons-refugees-and-r-8ac1629d
Chad Number of Internally Displaced Persons Refugees and R | Africa (OCHA Chad)
52 rows - 1 Africa country/area - 2024 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 52 rows from OCHA Chad, covering Chad Number of Internally Displaced Persons Refugees and R. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-chad-chad-number-of-internally-displaced-persons-refugees-and-r-8ac1629d.africa-chad-chad-number-of-internally-displaced-persons-refugees-and-r-d754ade8
Chad Number of Internally Displaced Persons Refugees and R | Africa (OCHA Chad)
5 rows - 1 Africa country/area - 1913 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 5 rows from OCHA Chad, covering Chad Number of Internally Displaced Persons Refugees and R. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-chad-chad-number-of-internally-displaced-persons-refugees-and-r-d754ade8.