datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
coverage-data-1bwhich-us-states-publish-warn-act-layoff-notices-coverage
Which US states publish WARN Act layoff notices? 48 do, 3 do not — coverage and archive depth for all 51 jurisdictions
Rebuilt 2026-09-19. 48 US jurisdictions (47 states + DC) run a public list of
WARN Act layoff notices; we read every one of them daily and hold 61,345
notices back to 1988 (58,085 carry a usable notice date, 3,260 do
not — counted, never dropped). Three states publish no public list at all:
Arkansas, New Hampshire and Wyoming. So 48 is not "48 of 51" — it is… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/which-us-states-publish-warn-act-layoff-notices-coverage.coverage-data-7bteacher-coverage-hash-cache
teacher-coverage hash cache
The cache behind the teacher-coverage analysis for OpenThoughts-Agent
(code and result tables: https://github.com/franziweindel/otagent-teacher-coverage):
which teacher models have trajectories for which agentic tasks, across the
datagen accounts on the Hub (DCAgent, DCAgent2, mlfoundations-dev, laion,
marin-community, open-thoughts, ...). Tasks are identified by the SHA-1 of
their whitespace-collapsed instruction.md text, never by task id (ids are… See the full description on the dataset page: https://huggingface.co/datasets/FWeindel/teacher-coverage-hash-cache.openai-vs-anthropic-news-coverage-6mo-2025-2026
OpenAI vs Anthropic News Coverage (6 Months)
Dataset Summary
This dataset contains English-language news articles that mention OpenAI or Anthropic in the article title or description. It is designed for analyzing media coverage volume and trends over time, not sentiment or opinion.
The dataset covers approximately six months of news and includes both article-level data and a derived weekly aggregation.
Data Collection
Articles were collected using keyword-based… See the full description on the dataset page: https://huggingface.co/datasets/NewsDataHub/openai-vs-anthropic-news-coverage-6mo-2025-2026.CoverageBench-Negate
Dataset Card for CoverageBench-Negate
Paired negation extension of CoverageBench: 3,496 negated nuggets and 63,372 surgically edited documents that support the negation and no longer support the original claim. Topics and queries are unchanged. Built for retrieval / coverage evaluation under polarity flip.
Hub: pashaa/CoverageBench-Negate
Dataset Details
Dataset Description
CoverageBench-Negate is a drop-in paired extension of CoverageBench. It… See the full description on the dataset page: https://huggingface.co/datasets/pashaa/CoverageBench-Negate.coveragebench
CoverageBench: Multi-Dataset Coverage Evaluation
CoverageBench is a unified benchmark suite for evaluating information coverage in ad hoc retrieval systems. Rather than asking "is this document relevant?", coverage evaluation asks "does this set of documents contain all the important information?" measuring how completely a retrieved set covers the discrete information units (nuggets) needed to satisfy an information need.
This is particularly important for Retrieval-Augmented… See the full description on the dataset page: https://huggingface.co/datasets/hltcoe/coveragebench.full-repo-coverageasia-who-diabetes-treatment-coverage-tmentcrude
Diabetes treatment coverage, crude | Asia (WHO GHO)
🌏 4,752 observations · 48 Asia countries · 1990–2022 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 4,752 observations of Diabetes treatment coverage, crude data across 48 Asia countries, spanning 1990–2022, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization
License: cc-by-4.0
Topic: Diabetes treatment… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-diabetes-treatment-coverage-tmentcrude.4m-coverage-sentences-en-de-fr-es
4M Balanced-Coverage Sentences (EN · DE · FR · ES, 1M each)
4,000,000 synthetic everyday sentences — exactly 1,000,000 in each of English,
German, French and Spanish — with a balanced vocabulary coverage design: every
item of each language's vocabulary appears an equal number of times across the
seed sets the sentences were generated from.
This is text data prepared for voice-acting text-to-speech work in the
MOSS SFT3 / Humaneness Voice Demo Server
pipeline. Every row… See the full description on the dataset page: https://huggingface.co/datasets/ChristophSchuhmann/4m-coverage-sentences-en-de-fr-es.1B_coverage-multi_benchmark_mmlu-token_count_25Basia-who-hepatitis-b-immunization-coverage-among-1-year-olds
Hepatitis B (HepB3) immunization coverage among 1-year-olds (%) | Asia (WHO GHO)
🌏 1,198 observations · 48 Asia countries · 2000–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,198 observations of Hepatitis B (HepB3) immunization coverage among 1-year-olds (%) data across 48 Asia countries, spanning 2000–2024, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-hepatitis-b-immunization-coverage-among-1-year-olds.asia-who-uhc-service-coverage-sub-index-on-service-capacity-and
UHC Service Coverage sub-index on service capacity and access | Asia (WHO GHO)
🌏 1,152 observations · 48 Asia countries · 2000–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,152 observations of UHC Service Coverage sub-index on service capacity and access data across 48 Asia countries, spanning 2000–2023, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-uhc-service-coverage-sub-index-on-service-capacity-and.asia-who-uhc-service-coverage-sub-index-on-noncommunicable-diseases
UHC Service Coverage sub-index on noncommunicable diseases | Asia (WHO GHO)
🌏 1,152 observations · 48 Asia countries · 2000–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,152 observations of UHC Service Coverage sub-index on noncommunicable diseases data across 48 Asia countries, spanning 2000–2023, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-uhc-service-coverage-sub-index-on-noncommunicable-diseases.asia-who-measles-containing-vaccine-first-dose-immunization-coverage
Measles-containing-vaccine first-dose (MCV1) immunization coverage among 1-year-olds (%) | Asia (WHO GHO)
🌏 1,198 observations · 48 Asia countries · 2000–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,198 observations of Measles-containing-vaccine first-dose (MCV1) immunization coverage among 1-year-olds (%) data across 48 Asia countries, spanning 2000–2024, covering 1 distinct indicators.
About the source
Source: WHO… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-measles-containing-vaccine-first-dose-immunization-coverage.asia-who-tuberculosis-treatment-coverage
Tuberculosis treatment coverage | Asia (WHO GHO)
🌏 1,167 observations · 47 Asia countries · 2000–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,167 observations of Tuberculosis treatment coverage data across 47 Asia countries, spanning 2000–2024, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization
License: cc-by-4.0
Topic: Tuberculosis treatment… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-tuberculosis-treatment-coverage.nyt-iran-coverage
NYT Iran Coverage Corpus (1970-2026)
A corpus of 46,512 New York Times articles about Iran, spanning 1970-01-06 to 2026-01-07. The dataset was curated from monthly NYT Archive API dumps, enriched with full article text recovered from archived NYT web pages through the Internet Archive Wayback Machine, and post-processed with analysis-ready fields for framing research.
Built for the DH-412 (History and the Digital, EPFL) project “A Multi-Layered and Multi-Voice Analysis of Iran's… See the full description on the dataset page: https://huggingface.co/datasets/alunxu/nyt-iran-coverage.vc3-laplacian-matching-shadow-coverage
VC3 Laplacian Matching Shadow Coverage Certificates
This dataset-style release packet contains generated evidence artifacts for a bounded finite-graph-theory shadow run.
Candidate inequality:
For every connected simple graph G:
lambda_max(L(G)) <= Delta(G) + matching_number(G)
What We Found
Within the specific bounded VC3 residue universe represented by this packet, the certificate coverage is complete:
Quantity
Value
Support-offset source rows
3870… See the full description on the dataset page: https://huggingface.co/datasets/cjc0013/vc3-laplacian-matching-shadow-coverage.ate-agentic-coverage
O*NET Agentic Coverage Dataset
A task-level estimate, for all 18,796 O*NET work tasks — the full O*NET task
corpus, economy-wide — of how much of each task a current autonomous AI agent
could complete end to end, with no human in the loop.
This dataset supports task-level research on AI exposure and human-AI task
allocation: which tasks an agent can already finish alone, which need a human for
part of the work, and which still require a human throughout.
Built as a companion… See the full description on the dataset page: https://huggingface.co/datasets/ravishgupta/ate-agentic-coverage.indy7-act-spatial-coverage
Indy7 ACT spatial-coverage dataset
880 episodes (176,837 frames) of a Neuromeka Indy7 arm with a Mand.ro Mark7 hand
grasping a vertical PVC-U pipe, seen by a single fixed overhead RGB camera. The
data backs a study of one question: does it matter more where demonstrations
are collected, or how many there are?
Code, protocol and results: https://github.com/SIRLab-RobotArm/indy7-act-spatial-coverage
Trained policies:… See the full description on the dataset page: https://huggingface.co/datasets/SIRLab-HGU/indy7-act-spatial-coverage.news-ai-labor-coverageasia-who-antenatal-care-coverage-at-least-four-visits-whs4154
Antenatal care coverage - at least four visits (%) | Asia (WHO GHO)
🌏 270 observations · 44 Asia countries · 1990–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 270 observations of Antenatal care coverage - at least four visits (%) data across 44 Asia countries, spanning 1990–2023, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization
License:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-antenatal-care-coverage-at-least-four-visits-whs4154.concept_coverage_laion_6m
📦 Freeze-Align Dataset
The Freeze-Align Dataset (concept_coverage_laion_6m) is a curated collection of high-quality image-text pairs designed to facilitate efficient multimodal alignment using frozen unimodal encoders. This dataset supports the research presented in our CVPR 2025 paper, "Harnessing Frozen Unimodal Encoders for Flexible Multimodal Alignment", enabling models to achieve CLIP-level performance with significantly reduced computational resources.
The dataset is… See the full description on the dataset page: https://huggingface.co/datasets/mayug/concept_coverage_laion_6m.africa-north-east-nigeria-cccm-esnfi-activity-coverage-and-operational-presence-june-2018
Africa North East Nigeria Cccm Esnfi Activity Coverage and Operational Presence June 2018 | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: not declared - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-north-east-nigeria-cccm-esnfi-activity-coverage-and-operational-presence-june-2018.europe-who-uhc-service-coverage-index
UHC Service Coverage Index (SDG 3.8.1) | Europe (WHO GHO)
🇪🇺 1,008 observations · 42 Europe countries · 2000–2023 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 1,008 observations of UHC Service Coverage Index (SDG 3.8.1) data across 42 Europe countries, spanning 2000–2023, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization
License: cc-by-4.0
Topic:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-who-uhc-service-coverage-index.workers-comp-coverage-thresholds-by-state
Workers' compensation insurance requirements by US state: employee thresholds, who counts, and industry exceptions
Canonical, always-current version: https://referencesource.org/workers-comp-coverage-thresholds-by-state/
Machine-readable: https://referencesource.org/workers-comp-coverage-thresholds-by-state/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-12
Stale after: 2027-02-08 (past this date, prefer the canonical copy —
it re-verifies on a cadence… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/workers-comp-coverage-thresholds-by-state.asia-who-uhc-service-coverage-sub-index-on-infectious-diseases
UHC Service Coverage sub-index on infectious diseases | Asia (WHO GHO)
🌏 1,152 observations · 48 Asia countries · 2000–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,152 observations of UHC Service Coverage sub-index on infectious diseases data across 48 Asia countries, spanning 2000–2023, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-uhc-service-coverage-sub-index-on-infectious-diseases.keyboard-key-coverage-20260909
Keyboard key coverage preview media
407 continuous 15-second derived game clips and allowlisted keyboard/action records.
Browse the evidence and limitations at https://mikusama99-keyboard-key-coverage-20260909.static.hf.space/
Per-case original repositories, pinned revisions, source hashes and input timestamps are recorded in annotations. D2E is excluded. Game copyrights and upstream licenses apply; this is an automated evidence preview, not manually certified training data. No… See the full description on the dataset page: https://huggingface.co/datasets/mikusama99/keyboard-key-coverage-20260909.coverage_dataseteurope-who-hepatitis-b-immunization-coverage-among-1-year-olds
Hepatitis B (HepB3) immunization coverage among 1-year-olds (%) | Europe (WHO GHO)
🇪🇺 1,044 observations · 42 Europe countries · 2000–2024 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 1,044 observations of Hepatitis B (HepB3) immunization coverage among 1-year-olds (%) data across 42 Europe countries, spanning 2000–2024, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-who-hepatitis-b-immunization-coverage-among-1-year-olds.