metro-area
us-layoffs-by-metro-area-msa-warn-act
US layoffs by metro area: 54,225 WARN notices mapped to 765 metro and micro areas
Rebuilt 2026-09-24. 765 of the 935 US core-based statistical areas carry at least one
layoff notice on record — 361 metropolitan and 404 micropolitan.
Nobody hires, sells or reports by county. A recruiter covers Austin; an account team books the
Phoenix metro; a reporter writes Bay Area layoffs. State agencies publish neither — they publish
the site of a layoff as free text in 48 different… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/us-layoffs-by-metro-area-msa-warn-act.tech-ready-restaurants-in-the-boston-cambridge-newton-metro-area-ma-nh-us-160567
Tech-Ready Restaurants in the Boston-Cambridge-Newton Metro Area, MA-NH, US
Free sample dataset from BeamStation
The dataset "Tech-Ready Restaurants in the Boston-Cambridge-Newton Metro Area, MA-NH, US" lists 49 establishments that meet specific criteria for technology adoption. These restaurants are well‑established, indicated by a Beam Score above 70, and show recent positive performance with sentiment scores over 10 in the last 30 days. Despite their strong foot traffic and… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/tech-ready-restaurants-in-the-boston-cambridge-newton-metro-area-ma-nh-us-160567.tech-ready-restaurants-in-the-chicago-naperville-elgin-metro-area-il-in-us-171859
Tech-Ready Restaurants in the Chicago-Naperville-Elgin Metro Area, IL-IN, US
Free sample dataset from BeamStation
The "Tech-Ready Restaurants in the Chicago-Naperville-Elgin Metro Area, IL-IN, US" dataset highlights a prime segment of dining establishments that are financially solid but technologically underserved. Covering the Chicago-Naperville-Elgin metropolitan region, it contains 105 records of restaurants that score above 70 on the Beam Score, indicating strong establishment… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/tech-ready-restaurants-in-the-chicago-naperville-elgin-metro-area-il-in-us-171859.tech-ready-restaurants-in-the-san-francisco-oakland-fremont-metro-area-ca-us-145335
Tech-Ready Restaurants in the San Francisco-Oakland-Fremont Metro Area, CA, US
Free sample dataset from BeamStation
The 'Low Hanging Fruit.' They have the budget but need the tech.
This dataset lists 44 restaurants in the San Francisco‑Oakland‑Fremont metro area that are well‑established (Beam Score > 70) and show strong recent performance (sentiment score over the last 30 days > 10) yet do not currently offer online reservation or online ordering capabilities. Updated weekly, the… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/tech-ready-restaurants-in-the-san-francisco-oakland-fremont-metro-area-ca-us-145335.restaurant-tiktok-renegades-in-houston-pasadena-the-woodlands-metro-area-tx-us-238707
Restaurant TikTok Renegades in Houston-Pasadena-The Woodlands Metro Area, TX, US
Free sample dataset from BeamStation
--Social Platform Gap--
This dataset captures 114 restaurant TikTok accounts in the Houston‑Pasadena‑The Woodlands metro area of Texas, United States. Updated weekly, it highlights establishments that boast strong Instagram followings (over 10 k) while showing minimal or no activity on TikTok. Each record includes the restaurant name, location within the tri‑city… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/restaurant-tiktok-renegades-in-houston-pasadena-the-woodlands-metro-area-tx-us-238707.the-hhi-monopoly-index-for-st-louis-metro-area-mo-il-us-585032
The HHI Monopoly Index for St. Louis Metro Area, MO-IL, 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 Herfindahl-Hirschman Index (HHI) monopoly scores for the St. Louis, MO‑IL metro area. It contains 205 records, each… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/the-hhi-monopoly-index-for-st-louis-metro-area-mo-il-us-585032.