datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Bitext-restaurants-llm-chatbot-training-dataset
Bitext - Restaurants Tagged Training Dataset for LLM-based Virtual Assistants
Overview
This hybrid synthetic dataset is designed to be used to fine-tune Large Language Models such as GPT, Mistral and OpenELM, and has been generated using our NLP/NLG technology and our automated Data Labeling (DAL) tools. The goal is to demonstrate how Verticalization/Domain Adaptation for the [restaurants] sector can be easily achieved using our two-step approach to LLM Fine-Tuning. An… See the full description on the dataset page: https://huggingface.co/datasets/bitext/Bitext-restaurants-llm-chatbot-training-dataset.Fast_Food_RestaurantsFast Food Restaurants Data
Testing out Hugging Face
nichevault-uk-restaurants
NicheVault UK Restaurants — Free Sample Dataset
15 active UK companies registered under SIC 56101 — Licensed restaurants — collected from Companies House.
This public sample lets you inspect the formatting, provenance and exact 14-column schema used in the paid NicheVault dataset.
Dataset contents
15 company records
Active on the Companies House register at time of collection. Some records may carry an additional status qualifier, shown in status_detail, such as… See the full description on the dataset page: https://huggingface.co/datasets/NicheVault/nichevault-uk-restaurants.melbourne-cafes-restaurants-osm
Melbourne Cafés & Restaurants (OpenStreetMap / Overpass)
Area: Melbourne CBD + Fitzroy + Carlton + Collingwood + Richmond WestMethod: Two Overpass API queries (amenity=cafe, amenity=restaurant) over a Melbourne bounding box, merged and augmentedCollection date: 22 October 2025 (Australia/Perth)Canonical file: melbourne_cafes_restaurants_clean.csv (1,896 × 31)Licence: © OpenStreetMap contributors — ODbL 1.0
A curated dataset of 1,896 cafés and restaurants in Melbourne… See the full description on the dataset page: https://huggingface.co/datasets/CITTYJAMES/melbourne-cafes-restaurants-osm.all-restaurants-in-lee-s-summit-missouri-us-103773
All Restaurants in Lee's Summit, Missouri, US
Free sample dataset from BeamStation
This dataset provides a complete export of every restaurant operating in Lee's Summit, Missouri, United States. It contains 146 records, each representing a distinct establishment with all available profile columns included. The data is refreshed on a weekly basis to keep information current for users who need up-to-date listings. Researchers, developers, and local business analysts can use this… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-lee-s-summit-missouri-us-103773.Bitext-restaurants-llm-chatbot-training-dataset
Bitext - Restaurants Tagged Training Dataset for LLM-based Virtual Assistants
Overview
This hybrid synthetic dataset is designed to be used to fine-tune Large Language Models such as GPT, Mistral and OpenELM, and has been generated using our NLP/NLG technology and our automated Data Labeling (DAL) tools. The goal is to demonstrate how Verticalization/Domain Adaptation for the [restaurants] sector can be easily achieved using our two-step approach to LLM Fine-Tuning. An… See the full description on the dataset page: https://huggingface.co/datasets/Neajck/Bitext-restaurants-llm-chatbot-training-dataset.nytimes_best_restaurants_2024
New York Times Best Restaurants in America 2024 Dataset
A dataset of top restaurants featured in the New York Times Best Restaurants in America 2024. The dataset includes details about various restaurants, their locations, cuisines, chefs, and other relevant information, curated from the official NYTimes recommendations and sourced from public sources, including official listings and restaurant websites. For more information, visit NYTimes Best Restaurants in America 2024.… See the full description on the dataset page: https://huggingface.co/datasets/RummageLabs/nytimes_best_restaurants_2024.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.all-restaurants-in-ann-arbor-metro-michigan-us-256648
All Restaurants in Ann Arbor (Metro), Michigan, US
Free sample dataset from BeamStation
All Restaurants in Ann Arbor (Metro), Michigan, US is a weekly‑updated export that lists every food‑service establishment operating in the Ann Arbor metropolitan area. The dataset contains 718 records, each representing a single restaurant, café, bar, or similar venue and includes every column available from the source—such as name, address, cuisine type, hours of operation, contact information… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-ann-arbor-metro-michigan-us-256648.all-restaurants-in-lincoln-nebraska-us-249459
All Restaurants in Lincoln, Nebraska, US
Free sample dataset from BeamStation
This dataset provides a complete export of all restaurants located in Lincoln, Nebraska, United States. It contains 697 records, each representing a distinct establishment and includes all available columns such as name, address, cuisine type, contact information, opening hours, and any other profile details supplied by the source. The data is refreshed on a weekly basis, ensuring that users have access to… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-lincoln-nebraska-us-249459.all-restaurants-in-bloomington-minnesota-us-129568-129568
All Restaurants in Bloomington, Minnesota, US
Free sample dataset from BeamStation
This dataset provides a complete export of every restaurant operating in Bloomington, Minnesota, United States. It contains 252 records, each representing a distinct establishment and includes all available columns from the source—such as name, address, cuisine type, contact information, and any additional profile fields that are published weekly. The data is refreshed on a weekly basis, ensuring… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-bloomington-minnesota-us-129568-129568.tech-ready-restaurants-in-georgia-us-150236
Tech-Ready Restaurants in Georgia, US
Free sample dataset from BeamStation
The dataset "Tech-Ready Restaurants in Georgia, US" lists 183 restaurants located in the state of Georgia that appear ready for technology adoption. These establishments are well‑established and show strong recent performance, yet they do not currently offer online reservation systems or online ordering capabilities. The data is refreshed on a weekly basis, ensuring that users have access to the most recent… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/tech-ready-restaurants-in-georgia-us-150236.all-restaurants-in-waterbury-shelton-metro-connecticut-us-212095
All Restaurants in Waterbury-Shelton (Metro), Connecticut, US
Free sample dataset from BeamStation
This dataset provides a complete export of every restaurant operating in the Waterbury‑Shelton metropolitan area of Connecticut, United States. It contains 836 records, each representing a distinct establishment and includes all available profile columns such as name, address, cuisine type, contact information, hours of operation, and any additional attributes supplied by the source.… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-waterbury-shelton-metro-connecticut-us-212095.ca_restaurants_random_sampleall-restaurants-in-billings-montana-us-540398
All Restaurants in Billings, Montana, US
Free sample dataset from BeamStation
This dataset provides a complete export of every restaurant operating in Billings, Montana, United States. It contains 308 records, each representing a distinct establishment and includes all available columns such as name, address, cuisine type, contact information, and any additional attributes supplied by the source. The data is refreshed weekly, ensuring that users have access to the most current… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-billings-montana-us-540398.all-restaurants-in-nampa-idaho-us-560058
All Restaurants in Nampa, Idaho, US
Free sample dataset from BeamStation
All Restaurants in Nampa, Idaho, US is a weekly‑updated export that lists every dining establishment operating in the city of Nampa. The dataset contains 140 records, each representing a single restaurant and includes every available column from the source profile—such as name, address, cuisine type, contact information, hours of operation, and any additional attributes provided by the data provider. Because… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-nampa-idaho-us-560058.restaurant-social-ghosts-in-wisconsin-us-795699
Restaurant Social Ghosts in Wisconsin, US
Free sample dataset from BeamStation
Restaurant Social Ghosts in Wisconsin, US is a weekly‑updated collection of 93 dining establishments located across the state that have earned strong customer ratings but maintain minimal or no social‑media footprint. Each entry captures the venue’s name, address, rating score, and any existing social‑media profiles (or lack thereof), making it easy to spot businesses that deliver great food yet struggle… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/restaurant-social-ghosts-in-wisconsin-us-795699.all-restaurants-in-manchester-new-hampshire-us-135738
All Restaurants in Manchester, New Hampshire, US
Free sample dataset from BeamStation
This dataset contains a complete export of every restaurant operating in Manchester, New Hampshire, US, with 537 records refreshed on a weekly basis. Each record includes the full profile of an establishment—name, address, contact information, cuisine type, hours of operation, and any other columns made available by the source. It is ideal for developers building local‑search applications, market… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-manchester-new-hampshire-us-135738.all-restaurants-in-richardson-texas-us-151376
All Restaurants in Richardson, Texas, US
Free sample dataset from BeamStation
All Restaurants in Richardson, Texas, US is a weekly‑updated export that lists every food‑service establishment operating within the city limits of Richardson. The dataset contains 502 records, each representing a single restaurant and includes every column available from the source, such as name, address, cuisine type, contact information, hours of operation, and any licensing or inspection details… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-richardson-texas-us-151376.all-restaurants-in-auburn-alabama-us-211770
All Restaurants in Auburn, Alabama, US
Free sample dataset from BeamStation
The All Restaurants in Auburn, Alabama, US dataset provides a weekly‑updated export of every food‑service establishment operating in the city of Auburn. It contains 216 records, each representing a single restaurant with all available columns such as name, address, cuisine type, contact information, hours of operation, and any additional attributes supplied by the source. Refreshing on a weekly basis ensures… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-auburn-alabama-us-211770.all-restaurants-in-mobile-alabama-us-213658
All Restaurants in Mobile, Alabama, US
Free sample dataset from BeamStation
The All Restaurants in Mobile, Alabama, US dataset provides a weekly‑updated export of every food‑service establishment operating within the city limits of Mobile. Containing 350 records, the file includes each restaurant’s name, address, contact information, cuisine type, opening hours, and any additional attributes made available by the source. This comprehensive snapshot is ideal for local market analysts… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-mobile-alabama-us-213658.all-restaurants-in-temecula-california-us-614902
All Restaurants in Temecula, California, US
Free sample dataset from BeamStation
This dataset provides a complete export of every restaurant operating in Temecula, California, US. It contains 255 records, each representing a distinct establishment with all available profile columns such as name, address, cuisine type, contact information, hours of operation, and any additional attributes supplied by the source. The data is refreshed on a weekly basis to reflect openings, closures… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-temecula-california-us-614902.all-restaurants-in-greeley-colorado-us-109907-109907
All Restaurants in Greeley, Colorado, US
Free sample dataset from BeamStation
This dataset contains a complete export of every restaurant operating in Greeley, Colorado, United States. It includes 350 records, each representing a single establishment with all available profile columns such as name, address, cuisine type, contact information, hours of operation, and any additional attributes provided by the source. The data is refreshed on a weekly basis, ensuring that users have… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-greeley-colorado-us-109907-109907.tech-ready-restaurants-in-kentucky-us-126011-126011
Tech-Ready Restaurants in Kentucky, US
Free sample dataset from BeamStation
The "Tech-Ready Restaurants in Kentucky" dataset lists 40 dining establishments across the state that meet specific readiness criteria for technology adoption. Each record represents a restaurant with a Beam Score above 70, indicating strong operational health, and a sentiment score greater than 10 from the last 30 days, reflecting recent positive customer feedback. Despite these strengths, the venues… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/tech-ready-restaurants-in-kentucky-us-126011-126011.all-restaurants-in-wyoming-us-128918-128918
All Restaurants in Wyoming, US
Free sample dataset from BeamStation
This dataset provides a complete export of every restaurant operating in Wyoming, United States. It contains 1,698 records, each representing a distinct establishment with all available profile columns such as name, address, cuisine type, contact information, hours of operation, and any additional attributes supplied by the source. The data is refreshed on a weekly basis, ensuring that users have access to the most… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-wyoming-us-128918-128918.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.all-restaurants-in-pearland-texas-us-214861
All Restaurants in Pearland, Texas, US
Free sample dataset from BeamStation
This dataset provides a complete export of every restaurant operating in Pearland, Texas, United States. It contains 374 records, each representing a distinct establishment, and is refreshed on a weekly basis to keep the information current. The export includes all available columns from the source, offering a full profile for each venue—such as name, address, contact details, cuisine type, hours of… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-pearland-texas-us-214861.restaurant-social-ghosts-in-utah-us-249480
Restaurant Social Ghosts in Utah, US
Free sample dataset from BeamStation
Restaurant Social Ghosts in Utah, US is a weekly‑updated collection of 92 restaurants located across Utah that combine strong culinary reputations with minimal social media exposure. Each entry represents a venue rated higher than 4.5 stars while having fewer than 100 followers on major platforms—or no social profile at all—making them prime targets for agencies seeking growth opportunities. The dataset… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/restaurant-social-ghosts-in-utah-us-249480.all-restaurants-in-aurora-colorado-us-359860
All Restaurants in Aurora, Colorado, US
Free sample dataset from BeamStation
This dataset provides a complete export of every restaurant operating in Aurora, Colorado, United States. It contains 1,184 records, each representing a distinct establishment and includes all available columns from the source—such as name, address, cuisine type, contact information, hours of operation, and any additional attributes supplied by the data provider. The file is refreshed on a weekly basis… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-aurora-colorado-us-359860.