datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
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.africa-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.adarsh2626_indian-all-states-all-district-pollution-dataset
All Indian Districts Pollution Dataset
District-wise AQI data across India with peak levels, current status, and source
Dataset Info
Source: Kaggle
Original Size: 0.04 MB
Kaggle Downloads: 321
Files: 1
Files
all_india_districts_aqi.csv
Mirrored from Kaggle
restaurant-verified-email-access-in-washington-d-c-district-of-columbia-us-164152
Restaurant Verified Email Access in Washington D.C., District of Columbia, US
Free sample dataset from BeamStation
Restaurant Verified Email Access in Washington D.C., District of Columbia, US is a weekly‑updated collection of 1,208 verified email addresses for independent restaurants and micro‑chains operating in the nation’s capital. Each entry has been checked for deliverability using a proprietary verification pipeline and is accompanied by an “Active Heartbeat” signal that… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/restaurant-verified-email-access-in-washington-d-c-district-of-columbia-us-164152.restaurant-verified-email-access-in-district-of-columbia-us-716638
Restaurant Verified Email Access in District of Columbia, US
Free sample dataset from BeamStation
Restaurant Verified Email Access in District of Columbia, US
This dataset provides weekly‑verified email contacts for 1,209 independent restaurants and micro‑chains operating in the District of Columbia. Large chain enterprises are excluded, ensuring the list focuses on established, independent venues. Each record includes a validated email address that has undergone our… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/restaurant-verified-email-access-in-district-of-columbia-us-716638.the-hhi-monopoly-index-for-washington-district-of-columbia-us-304305
The HHI Monopoly Index for Washington, District of Columbia, US
Free sample dataset from BeamStation
--HHI Dominance--
Near-monopoly positions in their local market.
Businesses that mathematically "own" their local market (>30% share) with high HHI contribution of >900 within 1km.
Safe, cash-flow-heavy bets that competitors can't easily dislodge.
This dataset provides the HHI Monopoly Index for Washington, District of Columbia, US. It contains 36 records, refreshed on a weekly basis… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/the-hhi-monopoly-index-for-washington-district-of-columbia-us-304305.top-30-active-restaurant-review-whales-in-district-of-columbia-us-784384
Top 30% Active Restaurant Review Whales in District of Columbia, US
Free sample dataset from BeamStation
--High-Volume, Active targets--
This dataset lists the Top 30% Active Restaurant Review Whales in the District of Columbia, US. It contains 775 records that are refreshed weekly. Each record represents a restaurant that shows strong, sustained review activity and foot traffic within its local market, making it a high‑velocity target for payment processors, POS vendors, and… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/top-30-active-restaurant-review-whales-in-district-of-columbia-us-784384.top-50-restaurant-category-dominators-in-district-of-columbia-us-734835
Top 50 Restaurant Category Dominators in District of Columbia, US
Free sample dataset from BeamStation
--Defensible Leaders--
This dataset lists the top 50 restaurant category dominators in the District of Columbia, US, based on high review volume and State Rank metrics. It contains 30 records, each representing a venue that consistently draws massive customer feedback, making them reliable choices for diners seeking popular establishments. Updated weekly, the data reflects the… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/top-50-restaurant-category-dominators-in-district-of-columbia-us-734835.restaurant-social-ghosts-in-district-of-columbia-us-874837
Restaurant Social Ghosts in District of Columbia, US
Free sample dataset from BeamStation
This dataset, titled Restaurant Social Ghosts in District of Columbia, US, contains 71 records of restaurants located in the District of Columbia. It is refreshed on a weekly basis and can be accessed at https://beamstation.com/datasets/874837/. The data highlights establishments that have strong culinary ratings but exhibit minimal or absent social media activity, making them prime targets for… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/restaurant-social-ghosts-in-district-of-columbia-us-874837.