datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
design-patents-not-in-impact
US Design Patents Not Included in IMPACT (2008-2026)
Original drawing images (TIFF) and grant full-text XML for 165,917 US design patents that are
absent from the AI4Patents/IMPACT dataset.
IMPACT covers 2007-2022 and contains 434,498 rows. This dataset supplies the design patents that
IMPACT does not have: 161,093 patents granted in 2023-2026, which are outside IMPACT's period,
plus 4,824 patents from years IMPACT does cover but did not include. There is no patent
overlap with… See the full description on the dataset page: https://huggingface.co/datasets/SoichiOnozuka/design-patents-not-in-impact.notch-beam-2d-impact
NotchBeam2D-Impact — StructBench canonical dataset
Download
One case, one file — fetch exactly what you need (pip install huggingface_hub):
from huggingface_hub import hf_hub_download, snapshot_download
# one case
path = hf_hub_download("StructBench/notch-beam-2d-impact",
filename="<case_id>.h5", repo_type="dataset")
# the full archive (resumable; cached under HF_HOME)
root = snapshot_download("StructBench/notch-beam-2d-impact"… See the full description on the dataset page: https://huggingface.co/datasets/StructBench/notch-beam-2d-impact.taylor-impact-2d
Taylor2D-Impact — StructBench canonical dataset
Download
One case, one file — fetch exactly what you need (pip install huggingface_hub):
from huggingface_hub import hf_hub_download, snapshot_download
# one case
path = hf_hub_download("StructBench/taylor-impact-2d",
filename="<case_id>.h5", repo_type="dataset")
# the full archive (resumable; cached under HF_HOME)
root = snapshot_download("StructBench/taylor-impact-2d", repo_type="dataset")… See the full description on the dataset page: https://huggingface.co/datasets/StructBench/taylor-impact-2d.premier-league-first-goal-impact-2025-26
What Is the First Goal Worth? — 2025/26 Premier League
Match-level data behind a 5DollarFootballAPI study of how the first confirmed goal changed
Bet365's normalized in-play win probabilities during the 2025/26 Premier League season.
Across 347 usable matches, the median within-match increase in the scoring team's normalized
win probability was 23.1 percentage points (bootstrap 95% CI: 22.4–24.2). The median
first goal after minute 75 moved the probability by 62.2 points… See the full description on the dataset page: https://huggingface.co/datasets/5dollarfootballapi/premier-league-first-goal-impact-2025-26.nasa-science-code-benchmark-v0.1.1
NASA Code Retrieval Benchmark v0.1.1
This repository is an updated version of the NASA Code Retrieval Benchmark. It provides a code retrieval benchmark based on code from 7 programming languages sourced from NASA's GitHub repositories.
What's New in v0.1.1?
v0.1.1 introduces a hierarchical structure and official Hugging Face dataset configurations. This allows you to evaluate models specifically by language or by query category without data redundancy in the file system.… See the full description on the dataset page: https://huggingface.co/datasets/nasa-impact/nasa-science-code-benchmark-v0.1.1.nasa-science-github-repos
NASA Science GitHub Repositories
A curated index of 5,264 GitHub repositories relevant to the NASA Science Mission
Directorate (SMD), spanning five science divisions: Earth Science, Astrophysics,
Planetary Science, Heliophysics, and Biological & Physical Sciences.
This dataset is designed to support research on information retrieval and
discoverability of open-source scientific software.
Licensing and Intellectual Property
This dataset is released under CC-BY-4.0 and… See the full description on the dataset page: https://huggingface.co/datasets/nasa-impact/nasa-science-github-repos.nasa-science-code-benchmark-v0.1
NASA Code Retrieval Benchmark v0.1
Note: This dataset has been superseded by nasa-impact/nasa-science-code-benchmark-v0.1.1, which introduces a hierarchical structure, official Hugging Face dataset configurations, and evaluation by NASA science division. Please use v0.1.1 for new work.
This dataset provides a code retrieval benchmark based on code from 7 programming languages (Python, C, C++, Java, JavaScript, Fortran, and Matlab) sourced from NASA's GitHub repositories. It serves… See the full description on the dataset page: https://huggingface.co/datasets/nasa-impact/nasa-science-code-benchmark-v0.1.ImpactOfFossilFuelPrice-WACC
ImpactOfFossilFuelPrice-WACC
A compact research dataset for studying how fossil fuel price forecasts and inflation forecasts relate to the weighted average cost of capital (WACC) for energy transition projects.
The release packages cleaned regional WACC panels, forecast covariates, robustness metrics, price-shock elasticities, transmission diagnostics, and Croissant-compatible metadata.
At A Glance
Field
Value
Domain
Climate finance, energy transition… See the full description on the dataset page: https://huggingface.co/datasets/global-nomad-nexus/ImpactOfFossilFuelPrice-WACC.flex-damage-impactsNOAA_event_with_summary
Name: event name according to NOAA
Disaster: disaster event type according to NOAA
Begin Date: event begin date according to NOAA
End Date: event end date according to NOAA
CPI-Adjusted Cost: CPI-adjusted cost of the event according to NOAA
Unadjusted Cost: non-adjusted cost of the event according to NOAA
Deaths: deaths caused by the event according to NOAA
Event Duration: event duration according to NOAA
Event ID: ID of the event in the NOAA billion-dollar dataset
Summary: event description… See the full description on the dataset page: https://huggingface.co/datasets/extreme-weather-impacts/NOAA_event_with_summary.africa-synth-energy-pv-economic-impact-analysis-africa-all
Africa Synth Energy Pv Economic Impact Analysis Africa All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-energy-pv-economic-impact-analysis-africa-all.extremeweather-typesafrica-synth-energy-dust-soiling-maintenance-impact-all
Africa Synth Energy Dust Soiling Maintenance Impact All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-energy-dust-soiling-maintenance-impact-all.SciTrust2-Ethics-Environmental-Impactafrica-synth-climate-drought-flood-impact-africa-all
Africa Synth Climate Drought Flood Impact Africa All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - 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/africa-synth-climate-drought-flood-impact-africa-all.genshin-impact-task-dialogue
Genshin-Impact-Character-Memes
africa-synth-energy-oilgas-community-impact-nigeria
Africa Synth Energy Oilgas Community Impact Nigeria | Africa (Electric Sheep Africa metadata inventory)
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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-energy-oilgas-community-impact-nigeria.covid-19-reported-patient-impact-and-hospital-capa
COVID-19 Reported Patient Impact and Hospital Capacity by State
Description
After May 3, 2024, this dataset and webpage will no longer be updated because hospitals are no longer required to report data on COVID-19 hospital admissions, and hospital capacity and occupancy data, to HHS through CDC’s National Healthcare Safety Network. Data voluntarily reported to NHSN after May 1, 2024, will be available starting May 10, 2024, at COVID Data Tracker Hospitalizations.
The… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/covid-19-reported-patient-impact-and-hospital-capa.openalex-scientific-paper-impactmodularity-technological-impact
Dataset Details
Dataset Description
This dataset includes structural properties of knowledge graphs of 33,803 patents sampled from USPTO. For more, please read,
Siddharth, L., 2025. Modularizing patent knowledge for enhanced technological impact. OSF Preprints. https://osf.io/preprints/osf/fd36m
The knowledge graphs were populated as part of earlier works as listed below.
Siddharth, L., Luo, J., 2024. Knowledge of Technological Artefacts: Investigating the Linguistic and… See the full description on the dataset page: https://huggingface.co/datasets/siddharthl1293/modularity-technological-impact.event_impact_data
event_id: ID of the event in the NOAA billion-dollar dataset
cik: unique company identifier [If this combination is present, then there was a firm-event impact]
asset, economic_flows, none: classification dimensions of the impact channel classifier; shows whether at least one document indicated an asset impact (asset==1), a pure economic flow impact, i.e. at least one document was only addressing an impact through economic flows and NOT through assets as well (economic_flows==1), or none if… See the full description on the dataset page: https://huggingface.co/datasets/extreme-weather-impacts/event_impact_data.ai-occupational-impact-index
AI Occupational Impact Index
AI automation-risk scores (0–100) for 1,016 US BLS/O*NET occupations — the most complete occupation-level “jobs replaced by AI” ranking. Includes task-level exposure, automation timeline, employment, median wage, and wage-exposure.
Rows: 1,016
Source: BLS OEWS, BLS Employment Projections 2024–34, O*NET 30.2, AI Occupational Exposure (AIOE; Felten, Raj & Seamans 2021)
Methodology + interactive explorer: https://meoadvisors.com/jobs-replaced-by-ai/… See the full description on the dataset page: https://huggingface.co/datasets/Meo-Advisors/ai-occupational-impact-index.sustainability_impact_crypto_datafuture-scenarios-ai-impact
Future Scenarios: AI Impact Dataset
Dataset Summary
This dataset contains human-written future scenarios exploring the potential impact of artificial intelligence on society, technology, education, governance, and daily life.
Dataset Structure
Each entry includes:
scenario
impact
risks
benefits
Intended Use
AI forecasting and scenario planning
Policy and governance research
World-model and simulation training
Educational research
License… See the full description on the dataset page: https://huggingface.co/datasets/tor24/future-scenarios-ai-impact.Genshin-Impact-Plot-AI-evaluation
classified_data_10Q
path: filepath and unique identifier of the file
company: unique company identifier
year: year of the filing
filename: filename of the 8-K, 10-K, 10-Q given by us in the downloading process
date: date of the filing
paragraph: text paragraph that is analyzed with the LLMs
num_paragraphs: number of paragraphs that the entire filing contained
num_words: number of words that the entire filing contained
Storm, Flood, Heatwave, Drought, Wildfire, Coldwave, physical risk: Indicates 1 if the text… See the full description on the dataset page: https://huggingface.co/datasets/extreme-weather-impacts/classified_data_10Q.provider-relief-fund-covid-19-high-impact-payments
Provider Relief Fund COVID-19 High-Impact Payments
Description
The bipartisan CARES Act; the Paycheck Protection Program and Health Care Enhancement Act (PPPHCEA); and the Coronavirus Response and Relief Supplemental Appropriations (CRRSA) Act provided $178 billion in relief funds to hospitals and other healthcare providers on the front lines of the coronavirus response. The Department of Health and Human Services through the Health Resources and Services Administration… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/provider-relief-fund-covid-19-high-impact-payments.classified_data_10K
path: filepath and unique identifier of the file
company: unique company identifier
year: year of the filing
filename: filename of the 8-K, 10-K, 10-Q given by us in the downloading process
date: date of the filing
paragraph: text paragraph that is analyzed with the LLMs
num_paragraphs: number of paragraphs that the entire filing contained
num_words: number of words that the entire filing contained
Storm, Flood, Heatwave, Drought, Wildfire, Coldwave, physical risk: Indicates 1 if the text… See the full description on the dataset page: https://huggingface.co/datasets/extreme-weather-impacts/classified_data_10K.Genshin-Impact-Plot-AI-scalar-evaluation