datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
enabling-independent-research
Overview
This directory contains the Anthropic Insights data we provided to our three external research groups as part of the collaboration detailed in "Enabling independent research on how people use Claude".
Before using this data, we recommend first reading our blog post on this collaboration and the Anthropic Insights paper and blog post. Before drawing conclusions from this data — especially from open-ended clusters — please read "Guidance for Interpreting Open-Ended… See the full description on the dataset page: https://huggingface.co/datasets/Anthropic/enabling-independent-research.IndianBailJudgments-1200
⚖️ IndianBailJudgments-1200: Annotated Indian Bail Order Dataset (1975–2025)
IndianBailJudgments-1200 is a high-quality, structured dataset comprising 1,200 annotated Indian bail-related court orders spanning five decades (1975–2025). It captures granular legal information across 78 courts and 28 regions, including crime types, IPC sections invoked, judge names, legal issues, bail outcomes, and bias indicators.
Designed for use in legal NLP, fairness analysis, and judicial research… See the full description on the dataset page: https://huggingface.co/datasets/SnehaDeshmukh/IndianBailJudgments-1200.Environment-and-Natural-Resources-Indicators-For-African-Countries
Environment and Natural Resources Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: climate_environment - 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/Environment-and-Natural-Resources-Indicators-For-African-Countries.misconceptionsalpaca-gpt4-indonesianBase model : FreedomIntelligence/alpaca-gpt4-indonesian
We wrangled the original dataset format to 'input' & 'output' format. For example:
BEFORE:
[ { "from": "human",
"value": "Saranlah slogan untuk kampanye daur ulang\n" },
{ "from": "gpt",
"value": "1. \"Kurangi, gunakan kembali, daur ulang: Bersama untuk masa depan yang lebih hijau.\"\n2. \
"Daur ulanglah hari ini, untuk masa depan yang lebih baik.\"\n3. \"Ubah sampahmu menjadi harta karun - Daur ulang!\"\n4. \
"Daur… See the full description on the dataset page: https://huggingface.co/datasets/Ichsan2895/alpaca-gpt4-indonesian.Energy-Indicators-For-African-Countries
Energy Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: energy - 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/Energy-Indicators-For-African-Countries.ai-crawler-index
AI Crawler Index
150 web crawlers and AI user agents from 74 operators — what each one is for,
what blocking it costs you, and the IP ranges its operator publishes.
Plus a compiled user-agent regex and the union of 1997 IPv4 and 1062 IPv6
prefixes from 15 operator-published range files.
Home: https://www.pathwren.workers.dev/c/huggingface-datasets/ · CC0 · no signup, no key.
What this is, plainly
This is an independent, non-commercial automated project. It is run… See the full description on the dataset page: https://huggingface.co/datasets/pathwren/ai-crawler-index.myers-briggs-type-indicatorHealth-Nutrition-and-Population-Indicators-For-African-Countries
Health Nutrition and Population Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Health-Nutrition-and-Population-Indicators-For-African-Countries.aliafzal9323_world-bank-development-indicators-1960-2024
World Bank Development Indicators 1960-2024
Key economic, health, education, and infrastructure indicators for every country
Dataset Info
Source: Kaggle
Original Size: 0.63 MB
Kaggle Downloads: 85
Files: 1
Files
World_Bank_Development_Indicators.csv
Mirrored from Kaggle
Water-Indicators-For-African-Countries
Water Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: other_unclassified - 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/Water-Indicators-For-African-Countries.Indonesia-Stock-Symbols-and-Metadata
Indonesia Stock Symbols & Company Metadata
This dataset contains stock symbols and basic company metadata for all listed companies in Indonesia.It is updated weekly if new changes are there.
📊 Dataset Contents
The dataset is provided as a CSV file with the following columns:
Column
Description
name
Full company name
ticker
Stock ticker symbol (e.g., AAPL, MSFT)
market
The exchange/market where the stock is listed
sector
The primary business sector of… See the full description on the dataset page: https://huggingface.co/datasets/kjhq/Indonesia-Stock-Symbols-and-Metadata.us-layoffs-by-industry-sector-warn-act
US layoffs by industry sector — 61,235 WARN Act notices, 1988-2026, sector per employer
Rebuilt 2026-09-24. 32,169 of 61,235 dated notices (52.5%; 61,431 on record, 196 lack a usable date) carry a sector; the
rest are unclassified and stay in every total. In 2026 so far the largest sector by
reported workers is Logistics, transport & warehousing (23,761 workers, 193 notices);
in the last 90 days it is Healthcare & medical (8,146 workers).
No state WARN portal publishes an… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/us-layoffs-by-industry-sector-warn-act.honesty-index
The Kerne Honesty Index
What each synthetic dollar advertises, next to what it actually paid.
Advertised APY versus realized APY for 21 synthetic dollar vaults, recomputed hourly from
ERC-4626 share price growth on chain, and signed.
The realized column is not taken from anybody's dashboard. It is measured directly from the vault
contract: convertToAssets(10**decimals) read at two block heights, divided by 10**asset_decimals,
annualized over the real elapsed time between those… See the full description on the dataset page: https://huggingface.co/datasets/kerne-protocol/honesty-index.Gender-Indicators-For-African-Countries
Gender Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Gender-Indicators-For-African-Countries.Jobs-and-Development-Indicators-For-African-Countries
Jobs and Development Indicators For African Countries | Africa (World Health Organization)
Size category: n<1K - Formats: csv - Sector: other_unclassified - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Jobs-and-Development-Indicators-For-African-Countries.ai-requirements-index
Datamata AI Requirements Index
How fast AI skills are becoming a job requirement: the share of active tech job listings mentioning AI skills, tracked over time and split by skill tier (generative AI vs classic ML), job category and seniority. Listing-level shares — a listing counts once per tier no matter how many AI skills it lists.
Latest snapshot: 2026-09-23
Rows in this release: 4329
Updated: daily
Licence: CC BY 4.0 — free to use and adapt, including commercially, with… See the full description on the dataset page: https://huggingface.co/datasets/datamatastudios/ai-requirements-index.ai-price-index
AI Price Index
An open, dated, first-party-sourced record of AI model API prices over time.
Provider pricing pages change quietly with no changelog. This dataset is the changelog. Every price carries the date it became valid and the date it was last verified against the official source, so you can price historical token usage point-in-time instead of extrapolating from today's rate.
514 price records, 125 models, 11 providers: Anthropic, OpenAI, Google, Mistral, xAI, DeepSeek… See the full description on the dataset page: https://huggingface.co/datasets/RoninForge/ai-price-index.India-Stock-Symbols-and-Metadata
India Stock Symbols & Company Metadata
This dataset contains stock symbols and basic company metadata for all listed companies in India.It is updated weekly if new changes are there.
📊 Dataset Contents
The dataset is provided as a CSV file with the following columns:
Column
Description
name
Full company name
ticker
Stock ticker symbol (e.g., AAPL, MSFT)
market
The exchange/market where the stock is listed
sector
The primary business sector of the… See the full description on the dataset page: https://huggingface.co/datasets/kjhq/India-Stock-Symbols-and-Metadata.indiana-layoffs-warn-act-notices-daily
Indiana WARN Act layoff notices — every filing we hold since 2008, one CSV, rebuilt daily
1,182 Indiana WARN notices — every one this dataset holds, back to 2008 — free to download in full: no paywalled years, no login, no account · most recent notice filed 2026-09-02
· state source last checked 2026-09-24T14:06Z · official source: Indiana Department of Workforce Development — WARN notices.
Indiana employers must file a WARN Act notice with the state before a qualifying
mass… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/indiana-layoffs-warn-act-notices-daily.skill-demand-index
Datamata Skill Demand Index
Daily share of active tech job listings mentioning each skill, across data, engineering, product, DevOps, security and AI. One row per category and skill from the most recent snapshot, including how often each skill is a hard requirement.
Latest snapshot: 2026-09-23
Rows in this release: 754
Updated: daily
Licence: CC BY 4.0 — free to use and adapt, including commercially, with attribution.
Source & methodology:… See the full description on the dataset page: https://huggingface.co/datasets/datamatastudios/skill-demand-index.Digital-Development-Indicators-For-African-Countries
Digital Development Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - 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
Public… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Digital-Development-Indicators-For-African-Countries.Agricultural-Indicators-For-African-Countries
Agricultural Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: agriculture_food - 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/Agricultural-Indicators-For-African-Countries.skill-scarcity-index
Datamata Skill Scarcity Index
Which tech skills are genuinely hard to hire for: a daily composite scarcity score per skill built from how long roles stay open (time-to-fill), the salary premium employers pay over the category median and how often the same role is re-posted after failing to fill. Computed from active job listings across public company career pages and job boards.
Latest snapshot: 2026-09-23
Rows in this release: 16902
Updated: daily
Licence: CC BY 4.0 — free to… See the full description on the dataset page: https://huggingface.co/datasets/datamatastudios/skill-scarcity-index.IndicQuest-v2
IndicQuest v2
A gold-standard multilingual question-answering benchmark for evaluating the India-specific factual knowledge of Large Language Models. 3,471 curriculum-grounded English question–answer pairs across nine domains, translated into 19 Indic languages: 69,420 parallel pairs across 20 languages.
More details can be found in our paper.
Dataset structure
One CSV per language, named <language>.csv (english.csv, hindi.csv, marathi.csv, …). Every file has the… See the full description on the dataset page: https://huggingface.co/datasets/l3cube-pune/IndicQuest-v2.x402-price-index
x402 Price Index — a census of the machine-payable web
Most directories of x402 services list what merchants claim. This dataset records
what their endpoints actually answer when probed: the HTTP 402 challenge they
return, the price inside it, the chain and asset they want, and whether they respond
at all.
It is built by Animica from an independent prober that walks
every x402 endpoint it can discover and reads each merchant's own accepts[] block.
No merchant self-reporting is… See the full description on the dataset page: https://huggingface.co/datasets/animicaorg/x402-price-index.nse-india-security-master
TickerTruth — NSE India Security Master (Explorer)
A clean, normalized reference table of 2,389 NSE-listed equities — ISIN mappings, listing dates, company names, and active/delisted status — built from the TickerTruth India reference-data pipeline.
Why this dataset exists
India equity data is notoriously messy. NSE symbols change (renames, mergers, delistings), ISINs get reissued, and raw bhavcopy files carry no historical context. TickerTruth's pipeline… See the full description on the dataset page: https://huggingface.co/datasets/tickertruthorg/nse-india-security-master.Economic-Indicators-For-African-Countries
Economic Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: economics_finance - 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/Economic-Indicators-For-African-Countries.Urban-Disaster-Risk-Resilience-and-Land-Indicators-For-African-Countries
Urban Disaster Risk Resilience and Land Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: climate_environment - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Urban-Disaster-Risk-Resilience-and-Land-Indicators-For-African-Countries.distribution-fidelity-index
Local Inference Lab: distribution-fidelity index
Every published one-pager, with a pointer to the full artifact that backs it. Each artifact repo carries the token suite and the reusable reference tensors, so a third party can score a new candidate without loading the reference checkpoint.
Read LAWS.md, currently version 15, before comparing anything here. Numbers are comparable only within a single artifact's suite, geometry, and runtime identity. Each one-pager cites the laws… See the full description on the dataset page: https://huggingface.co/datasets/phaedawg/distribution-fidelity-index.