10 free datasets tagged “hospitality”. Open any one in Mapstack — no GIS skills, no download.
Starbucks Locations in London
A dataset of Starbucks locations in London, deduplicated.
353 features
Beer Gardens in Philadelphia
Locations identified as beer gardens within Philadelphia.
37 features
Culver's Locations in Jacksonville Metro
Culver's restaurant locations in the Jacksonville, FL metropolitan area.
10 features
Retail Shops and Cafes in Bristol
A dataset of retail shops and cafe businesses in Bristol, excluding industrial and wholesale, collected to assist in identifying independent business clusters.
560 features
Pret A Manger Locations
A comprehensive dataset of Pret A Manger locations across the United Kingdom.
519 features
Cafes in Bristol
A dataset of cafes, coffee shops, and tea rooms in Bristol. Note: Some records may be categorized as restaurants or fast food outlets based on Overture taxonomy.
462 features
JD Wetherspoon Pubs in London
Locations of JD Wetherspoon pubs across London.
62 features
Hotels in Huangpu
All hotels within the Huangpu District, Shanghai.
184 features
Pubs and Corner Shops in Telford and Wrekin
Pubs and Corner Shops in Telford and Wrekin, excluding supermarkets. Note: Dataset includes incidental supermarket records identified in sub-category breakdown.
250 features
Restaurants in Paris
Restaurant locations within the Paris boundary, covering French and general restaurants.
6,686 features
