datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
SciCode-Domain-Code
DATA1: Domain-Specific Code Dataset
Dataset Overview
DATA1 is a large-scale domain-specific code dataset focusing on code samples from interdisciplinary fields such as biology, chemistry, materials science, and related areas. The dataset is collected and organized from GitHub repositories, covering 178 different domain topics with over 1.1 billion lines of code.
Dataset Statistics
Total Datasets: 178 CSV files
Total Data Size: ~115 GB
Total Lines of Code: Over… See the full description on the dataset page: https://huggingface.co/datasets/SciCodePile/SciCode-Domain-Code.SciCode-Domain-Code
DATA1: Domain-Specific Code Dataset
Dataset Overview
DATA1 is a large-scale domain-specific code dataset focusing on code samples from interdisciplinary fields such as biology, chemistry, materials science, and related areas. The dataset is collected and organized from GitHub repositories, covering 178 different domain topics with over 1.1 billion lines of code.
Dataset Statistics
Total Datasets: 178 CSV files
Total Data Size: ~115 GB
Total Lines of Code: Over… See the full description on the dataset page: https://huggingface.co/datasets/liuhangbiao/SciCode-Domain-Code.PP2-M
PP2-M: Place Pulse 2.0 - Multimodal
PP2-M (Place Pulse 2.0 - Multimodal) is a dataset based on the original Place Pulse 2.0 dataset [1], enriched with additional geospatial modalities for training multimodal Geo-Foundation Models (GeoFM).
The dataset includes aligned pairs of the following modalities:
🌍 Geographical coordinates (lat, lon) from Place Pulse 2.0 [1]
🏙 Street view images from Place Pulse 2.0 [1]
🛰 Remote sensing images from Sentinel-2 [2]
🗺 Cartographic… See the full description on the dataset page: https://huggingface.co/datasets/DominikM198/PP2-M.MIAF_DomainDetection_Infrastructure_Datasets
MIAF: Domain Detection Infrastructure Datasets
This collection is the standardized evaluation benchmark for MIAF (Modular Infrastructure-Aware Fusion). It provides nine classification datasets derived from four public malicious-domain benchmarks, each paired with a shared 137-feature infrastructure representation.
Overview
We evaluate MIAF across nine classification datasets derived from four public malicious-domain benchmarks:
DomainRadar (Hranický et al.… See the full description on the dataset page: https://huggingface.co/datasets/ahmedBargady/MIAF_DomainDetection_Infrastructure_Datasets.DomesticNames_AllStates_Text Domestic Names from the Federal Government's repository of official geographic names [CSV dataset]
This Dataset includes 980,065 geographic names as of September 10, 2023.
It is apparent that no currently released LLMs are pretrained on datasets with many of these geographic names (i.e., features), descriptions, and histories.
Example: feature_name: Abercrombie Gulch
GPT-3.5 responds "I'm not aware of a specific location called Abercrombie Gulch in my training data,..." when prompted… See the full description on the dataset page: https://huggingface.co/datasets/cellos/DomesticNames_AllStates_Text.dmarc-census
DMARC Census
A monthly DNS measurement of DMARC and SPF across the Tranco top 1 million domains, plus a cohort of US federal domains. Each edition is one scan. This repository holds the aggregate results of every edition.
The report for each edition, with its methodology, is at https://domaincanary.com/research/dmarc-census.
What we measured
We looked up the DMARC and SPF records of every domain on one pinned Tranco list, once a month. The September 2026 edition… See the full description on the dataset page: https://huggingface.co/datasets/domaincanary/dmarc-census.positivequotation-public-domain-quotes
PositiveQuotation Source-Verified Public Domain Quotes
This small dataset contains exactly 30 English proverbs matched to numbered entries in a public-domain U.S. source. It is designed for examples, prototypes, educational projects, and applications that need compact quotation records with auditable provenance.
Homepage: https://positivequotation.com/public-domain-quotes
API documentation: https://positivequotation.com/developers/public-domain-quotes-api
Live JSON API:… See the full description on the dataset page: https://huggingface.co/datasets/geosfero/positivequotation-public-domain-quotes.public-domain-poetrySciCode-Domain-Code
DATA1: Domain-Specific Code Dataset
Dataset Overview
DATA1 is a large-scale domain-specific code dataset focusing on code samples from interdisciplinary fields such as biology, chemistry, materials science, and related areas. The dataset is collected and organized from GitHub repositories, covering 178 different domain topics with over 1.1 billion lines of code.
Dataset Statistics
Total Datasets: 178 CSV files
Total Data Size: ~115 GB
Total Lines… See the full description on the dataset page: https://huggingface.co/datasets/SciCode/SciCode-Domain-Code.Africa-Listed-Domestic-Companies-Total
Africa Listed Domestic Companies Total | Africa (World Bank)
Size category: n<1K - 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 analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Africa-Listed-Domestic-Companies-Total.text-auto-illustrate
Text Auto Illustrate — passage-to-image relevance judgements
Relevance judgements for illustrating prose: given a paragraph of Wikipedia
text, which images from a 5.4-million-image collection actually suit it?
Two judgement sets over the same 25 passages — one annotated by hand, one
generated and far broader — plus the metadata for every image either set names,
so the benchmark can be used without downloading the underlying corpus.
Built for a University of Glasgow final-year… See the full description on the dataset page: https://huggingface.co/datasets/domeist/text-auto-illustrate.ebay_productlistingsasb_embeddingssecurity_domain_knowlegeAfrica-Domestic-Credit-to-Private-Sector-by-Banks-percentage-of-GDP
Africa Domestic Credit to Private Sector by Banks percentage of GDP | Africa (World Bank)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Africa-Domestic-Credit-to-Private-Sector-by-Banks-percentage-of-GDP.Africa-Market-Capitalization-of-Listed-Domestic-Companies-Current-USD
Africa Market Capitalization of Listed Domestic Companies Current USD | Africa (World Bank)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Africa-Market-Capitalization-of-Listed-Domestic-Companies-Current-USD.Africa-Domestic-Credit-to-Private-Sector-percentage-of-GDP
Africa Domestic Credit to Private Sector percentage of GDP | Africa (World Bank)
Size category: n<1K - 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/Africa-Domestic-Credit-to-Private-Sector-percentage-of-GDP.top-50-restaurant-category-dominators-in-illinois-us-164227
Top 50 Restaurant Category Dominators in Illinois, US
Free sample dataset from BeamStation
--Defensible Leaders--
Top 50 ranked high-volume restaurants.
Each venue with massive review volume. The safest bets.
Uses State Rank to find the absolute biggest players.
This dataset lists the 46 leading restaurant establishments in Illinois that dominate their respective categories by review volume and overall popularity. Updated weekly, it captures the most frequently reviewed and highly… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/top-50-restaurant-category-dominators-in-illinois-us-164227.time-spent-on-unpaid-domestic-chores-and-care-work-for-african-countries
Time Spent On Unpaid Domestic Chores and Care Work for African Countries | Africa (World Health Organization)
Size category: n<1K - 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/time-spent-on-unpaid-domestic-chores-and-care-work-for-african-countries.Africa-Stocks-Traded-Turnover-Ratio-of-Domestic-Shares-percentage
Africa Stocks Traded Turnover Ratio of Domestic Shares percentage | Africa (World Bank)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Africa-Stocks-Traded-Turnover-Ratio-of-Domestic-Shares-percentage.Domestic-General-Government-Health-Expenditure-Gghed-for-African-Countries
Domestic General Government Health Expenditure Gghed for African Countries | Africa (World Health Organization)
Size category: n<1K - 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/Domestic-General-Government-Health-Expenditure-Gghed-for-African-Countries.top-50-restaurant-category-dominators-in-new-york-us-150108
Top 50 Restaurant Category Dominators in New York, US
Free sample dataset from BeamStation
Defensible Leaders
Top 50 ranked high‑volume restaurants in New York, US. Each venue listed has massive review volume, representing the safest bets for diners seeking popular spots. The list is built using State Rank to pinpoint the absolute biggest players in the restaurant category.
This dataset contains 49 records and is refreshed weekly, ensuring the rankings stay current with… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/top-50-restaurant-category-dominators-in-new-york-us-150108.legal-international-law-domestic-coherence-loss-v0.1What this dataset is
You receive
international obligation text
domestic implementing rule
domestic practice or interpretation
compliance gap signals
review signals
reform signals
You decide
Does domestic law and practice match the obligation
Answer
coherent
or
incoherent
Why this matters
When coherence breaks
adverse findings increase
trade or rights disputes escalate
emergency reform cycles start
top-50-restaurant-category-dominators-in-florida-us-193730
Top 50 Restaurant Category Dominators in Florida, US
Free sample dataset from BeamStation
Top 50 Restaurant Category Dominators in Florida, US
This dataset lists the 48 highest‑volume restaurants across the state of Florida, identified by their massive review counts and statewide ranking. Each entry represents a venue that consistently draws large crowds, making them reliable choices for diners seeking popular, well‑reviewed spots. The list is refreshed weekly to reflect… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/top-50-restaurant-category-dominators-in-florida-us-193730.littermonitoringtesttop-50-restaurant-category-dominators-in-colorado-us-354924
Top 50 Restaurant Category Dominators in Colorado, US
Free sample dataset from BeamStation
--Defensible Leaders--
Top 50 ranked high-volume restaurants.
Each venue with massive review volume. The safest bets.
Uses State Rank to find the absolute biggest players.
This dataset, titled Top 50 Restaurant Category Dominators in Colorado, US, contains 27 records of Colorado eateries that dominate their respective categories by review volume. Updated weekly, it highlights the most reviewed… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/top-50-restaurant-category-dominators-in-colorado-us-354924.ebay_pd_ratingstop-50-restaurant-category-dominators-in-arizona-us-172184
Top 50 Restaurant Category Dominators in Arizona, US
Free sample dataset from BeamStation
--Defensible Leaders--
Top 50 ranked high-volume restaurants.
Each venue with massive review volume. The safest bets.
Uses State Rank to find the absolute biggest players.
This dataset lists the fifty restaurants in Arizona that dominate their respective categories by review count, offering a snapshot of the state’s most‑visited dining establishments. Updated every week, it captures shifts in… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/top-50-restaurant-category-dominators-in-arizona-us-172184.top-50-restaurant-category-dominators-in-georgia-us-854577
Top 50 Restaurant Category Dominators in Georgia, US
Free sample dataset from BeamStation
--Defensible Leaders--
Top 50 ranked high-volume restaurants.
Each venue with massive review volume. The safest bets.
Uses State Rank to find the absolute biggest players.
This dataset provides a curated list of the most dominant restaurant establishments in Georgia, United States. It contains 39 records, each representing a venue that has accumulated a substantial number of reviews, indicating… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/top-50-restaurant-category-dominators-in-georgia-us-854577.top-50-restaurant-category-dominators-in-north-carolina-us-145667
Top 50 Restaurant Category Dominators in North Carolina, US
Free sample dataset from BeamStation
--Defensible Leaders--
Top 50 ranked high-volume restaurants.
Each venue with massive review volume. The safest bets.
Uses State Rank to find the absolute biggest players.
This dataset lists the fifty restaurants that dominate their categories across North Carolina, based on review volume and state‑level ranking. Updated weekly, it provides a snapshot of the most reviewed and therefore… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/top-50-restaurant-category-dominators-in-north-carolina-us-145667.