datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
us-caselaw-fed-district
U.S. District Courts Case Law
Code & tools: github.com/docketx — legal-scrambler pseudonymises a case file on your own hardware before a frontier model sees it; claude-for-legal is the Claude Code plugin (docketx-open-law) that loads these datasets and checks citations against them.
Source & credit — Free Law Project / CourtListener
Every opinion in this dataset comes from the Free Law Project / CourtListener bulk export of
2026-06-30 (10,798,347 opinions).… See the full description on the dataset page: https://huggingface.co/datasets/docketx/us-caselaw-fed-district.district-of-columbia-layoffs-warn-act-notices-daily
District of Columbia WARN Act layoff notices — every filing we hold since 2017, one CSV, rebuilt daily
143 District of Columbia WARN notices — every one this dataset holds, back to 2017 — free to download in full: no paywalled years, no login, no account · most recent notice filed 2026-07-27
· state source last checked 2026-09-22T12:26Z · official source: District of Columbia Department of Employment Services — WARN notices.
District of Columbia employers must file a WARN Act… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/district-of-columbia-layoffs-warn-act-notices-daily.us-university-college-school-district-education-layoffs-warn-act-notices-daily
US university, college, school and education layoffs — the actual WARN Act filings, rebuilt every day
Last rebuilt: 2026-09-24. 1,165 layoff and closure notices filed by
universities and colleges, for-profit career schools and their campuses, private and charter schools, school districts where a state chose to publish them, Head Start and childcare providers, school-bus and campus contractors, and education publishers and online-learning companies with US state labor departments… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/us-university-college-school-district-education-layoffs-warn-act-notices-daily.communicable_outbreaks_2073_74_fchv_district_2072_73_cb_imnci_fchv_budget_nhrc_research_hospital
communicable_outbreaks_2073_74_fchv_district_2072_73_cb_imnci_fchv_budget_nhrc_research_hospital_cost_fchv_home_delivery_dohs_province_health_hospital_employees_npafp_dohs_health_stats_dog_bite_rabies_diarrhoea_treatment_pmtct_trend
A merged, ShareGPT-formatted Nepali (नेपाली) health-statistics instruction dataset, combining 13 individual government health data sources into one JSONL file.
Short name used in this repository: merged_health_dataset_sharegpt_ne
Full combined name… See the full description on the dataset page: https://huggingface.co/datasets/sabin1234/communicable_outbreaks_2073_74_fchv_district_2072_73_cb_imnci_fchv_budget_nhrc_research_hospital.africa-mauritius-area-harvested-and-production-of-food-crops-by-district-fo-ab952c0d
Area Harvested and Production of Food Crops by District Fo | Africa (MDPA)
163 rows - 1 Africa country/area - 2014-2019 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 163 rows from MDPA, covering Area Harvested and Production of Food Crops by District Fo. 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-mauritius-area-harvested-and-production-of-food-crops-by-district-fo-ab952c0d.africa-mauritius-area-harvested-of-food-crops-by-district-for-mauritius-f9c0bcaa
Area Harvested of Food Crops by District for Mauritius | Africa (MDPA)
42 rows - 1 Africa country/area - 2019 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 42 rows from MDPA, covering Area Harvested of Food Crops by District for Mauritius. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Agriculture… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-area-harvested-of-food-crops-by-district-for-mauritius-f9c0bcaa.africa-mauritius-area-harvested-of-selected-food-crops-by-district-for-maur-e86b11c3
Area Harvested of Selected Food Crops by District for Maur | Africa (MDPA)
528 rows - 1 Africa country/area - 2014-2019 - 11 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 528 rows from MDPA, covering Area Harvested of Selected Food Crops by District for Maur. 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-mauritius-area-harvested-of-selected-food-crops-by-district-for-maur-e86b11c3.africa-mauritius-area-harvested-and-production-of-food-crops-by-district-fo-4671d113
Area Harvested and Production of Food Crops by District Fo | Africa (MDPA)
96 rows - 1 Africa country/area - 2014-2019 - 2 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 96 rows from MDPA, covering Area Harvested and Production of Food Crops by District Fo. 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-mauritius-area-harvested-and-production-of-food-crops-by-district-fo-4671d113.africa-mauritius-area-harvested-of-food-crops-by-district-for-mauritius-880220f7
Area Harvested of Food Crops by District for Mauritius | Africa (MDPA)
184 rows - 1 Africa country/area - 2019 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 184 rows from MDPA, covering Area Harvested of Food Crops by District for Mauritius. 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-mauritius-area-harvested-of-food-crops-by-district-for-mauritius-880220f7.africa-mauritius-area-harvested-and-production-of-food-crops-by-district-is-a271de3a
Area Harvested and Production of Food Crops by District Is | Africa (MDPA)
64 rows - 1 Africa country/area - 2020-2023 - 2 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 64 rows from MDPA, covering Area Harvested and Production of Food Crops by District Is. 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-mauritius-area-harvested-and-production-of-food-crops-by-district-is-a271de3a.africa-mauritius-area-harvested-of-selected-food-crops-by-district-for-maur-57ef528d
Area Harvested of Selected Food Crops by District for Maur | Africa (MDPA)
253 rows - 1 Africa country/area - 1995 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 253 rows from MDPA, covering Area Harvested of Selected Food Crops by District for Maur. 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-mauritius-area-harvested-of-selected-food-crops-by-district-for-maur-57ef528d.africa-mauritius-area-harvested-and-production-of-food-crops-by-district-is-ee2ae6c1
Area Harvested and Production of Food Crops by District Is | Africa (MDPA)
13 rows - 1 Africa country/area - 2020-2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 13 rows from MDPA, covering Area Harvested and Production of Food Crops by District Is. 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-mauritius-area-harvested-and-production-of-food-crops-by-district-is-ee2ae6c1.Test-District-Uploadafrica-egypt-capmas-public-utility-services-city-and-district-council-level-0ce12220
Public Utility Services - City and District Council Level | Africa (CAPMAS Egypt Open Data)
5,952 rows - 1 Africa country/area - 2010-2023 - 128 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 5,952 rows from CAPMAS Egypt Open Data, covering Public Utility Services - City and District Council Level. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-egypt-capmas-public-utility-services-city-and-district-council-level-0ce12220.africa-cote-d-ivoire-sites-de-vaccination-de-covid-19-dans-le-district-d-abidja-5bbc9c04
Sites De Vaccination De Covid 19 Dans Le District D Abidja | Africa (Cote d'Ivoire DataFair)
59 rows - 1 Africa country/area - 2021 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 59 rows from Cote d'Ivoire DataFair, covering Sites De Vaccination De Covid 19 Dans Le District D Abidja. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cote-d-ivoire-sites-de-vaccination-de-covid-19-dans-le-district-d-abidja-5bbc9c04.africa-south-africa-stats-sa-census-district-boundary-properties-56c30d76
Stats Sa Census District Boundary Properties | Africa (Statistics South Africa)
8 rows - 1 Africa country/area - detected - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 8 rows from Statistics South Africa, covering Stats Sa Census District Boundary Properties. 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-south-africa-stats-sa-census-district-boundary-properties-56c30d76.africa-south-africa-stats-sa-census-districts-876972a5
Stats Sa Census Districts | Africa (Statistics South Africa)
52 rows - 1 Africa country/area - detected - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 52 rows from Statistics South Africa, covering Stats Sa Census Districts. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Demographic datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-africa-stats-sa-census-districts-876972a5.africa-somalia-somalia-districts-hit-by-1994-tropical-cyclone-05a-f17a4e35
Somalia Districts Hit by 1994 Tropical Cyclone 05a | Africa (IGAD Climate Prediction and Applications Center (ICPAC))
12 rows - 1 Africa country/area - 2017 - 6 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 12 rows from IGAD Climate Prediction and Applications Center (ICPAC), covering Somalia Districts Hit by 1994 Tropical Cyclone 05a. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-somalia-districts-hit-by-1994-tropical-cyclone-05a-f17a4e35.africa-chad-list-of-health-facilities-and-health-districts
Chad - List of health facilities and health districts | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: health - 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
Health datasets help researchers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-chad-list-of-health-facilities-and-health-districts.africa-malawi-statistical-yearbook-health-indicators-by-district-2021
Malawi Statistical Yearbook - Health Indicators by district - 2021 | Africa (original)
Size category: n<1K - Formats: parquet - Sector: health - 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
Health datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-malawi-statistical-yearbook-health-indicators-by-district-2021.africa-adaado-district-conflict-and-security-assessment-2015
Adaado District Conflict and Security Assessment - 2015 | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-adaado-district-conflict-and-security-assessment-2015.singaporean_accent_district_names_dataset_ultravoxafrica-synth-mobile-telecom-internet-penetration-district-all
African Internet Penetration District Dataset | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: technology_digital - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-mobile-telecom-internet-penetration-district-all.africa-erbera-district-conflict-and-security-assessment-2015
Berbera District Conflict and Security Assessment - 2015 | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-erbera-district-conflict-and-security-assessment-2015.asia-ict-yemen-hard-to-reach-districts
Yemen: Hard-to-Reach Districts | 29 April 2019
Publisher: OCHA Yemen · Source: HDX · License: cc-by · Updated: 2025-04-28
Abstract
Please see the method summary
Each row in this dataset represents subnational administrative unit observations. Data was last updated on HDX on 2025-04-28. Geographic scope: YEM.
Curated into ML-ready Parquet format by Electric Sheep Africa.
Dataset Characteristics
Domain
Humanitarian and development data
Unit… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-ict-yemen-hard-to-reach-districts.africa-cote-d-ivoire-population-superficie-et-densite-par-district-et-region-ad-00451fba
Population Superficie Et Densite Par District Et Region Ad | Africa (Cote d'Ivoire DataFair)
47 rows - 1 Africa country/area - 2021 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 47 rows from Cote d'Ivoire DataFair, covering Population Superficie Et Densite Par District Et Region Ad. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cote-d-ivoire-population-superficie-et-densite-par-district-et-region-ad-00451fba.africa-somalia-somalia-districts-hit-by-2013-tropical-cyclone-3a-fdb414f9
Somalia Districts Hit by 2013 Tropical Cyclone 3a | Africa (IGAD Climate Prediction and Applications Center (ICPAC))
48 rows - 1 Africa country/area - 2017 - 6 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 48 rows from IGAD Climate Prediction and Applications Center (ICPAC), covering Somalia Districts Hit by 2013 Tropical Cyclone 3a. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-somalia-districts-hit-by-2013-tropical-cyclone-3a-fdb414f9.Northeast-India-Districts-and-Villages
🌄 Northeast India StateWise Districts and Villages Dataset
📊 Dataset Description
A comprehensive dataset mapping 49,275 villages across all 8 Northeast Indian states - the "Eight Sisters" of India. This dataset serves as a foundational resource for AI/ML applications, geographic analysis, and development planning in Northeast India.
🎯 Mission
"Building AI for Northeast India - One village at a time"
This dataset is a stepping stone towards… See the full description on the dataset page: https://huggingface.co/datasets/MWirelabs/Northeast-India-Districts-and-Villages.student_enrolled_in_different_level_by_district_year
Nepali Grounded Education SFT Dataset
Nepali-language ShareGPT-format supervised fine-tuning (SFT) dataset generated
from a Ministry of Education enrollment dataset, with every question and
answer deterministically templatized (no translator, no LLM, no API, no
reward model in the generation loop) and separately audited for semantic
grounding and correctness.
Source
Resource: Number of Students Enrolled in Primary and Secondary School
By 75 Districts, 2003–2015… See the full description on the dataset page: https://huggingface.co/datasets/Somtharu181coder/student_enrolled_in_different_level_by_district_year.africa-mauritius-vital-statistics-by-district-and-gender-for-republic-of-ma-fcd42409
Vital Statistics by District and Gender for Republic of Ma | Africa (MDPA)
15 rows - 1 Africa country/area - 1917-1945 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 15 rows from MDPA, covering Vital Statistics by District and Gender for Republic of Ma. 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-mauritius-vital-statistics-by-district-and-gender-for-republic-of-ma-fcd42409.