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Global Places

Comprehensive local business and point of interest data — available for download.

By the Numbers

93,511,902
Place records
52
Countries
477
Place categories
25
Attributes for each place
attributes

Accurate and up to date

  • We are continually updating the data to help ensure all of the records are current, capturing new businesses and retiring closed ones.
    Learn more →

  • We believe that data should be transparent — it’s paramount that it’s easy for developers to explore and assess the data.
    Start exploring →

  • Factual captures vast quantities of information about places and distills these billions of inputs down to individual records for each place.

Place Rank

Place Rank describes the significance of each place for search and discovery. Place Rank makes it easy to rank geo search results, inform place visibility at different mapping zoom levels, or return places ordered by popularity for user check ins style apps.

Restaurants

11,006,281 global restaurants, including 2,488,877 listings with up to 42 extended attributes in the United States, the United Kingdom, France, Germany, and Australia.

attributes

Hotels

2,224,038 global hotels, including 178,343 listings with up to 37 extended attributes in the United States.

attributes

Healthcare Providers

6,513,756 global healthcare providers, including 710,646 listings with up to 8 extended attributes in the United States.

attributes

Places Crosswalk

Map Factual Place IDs to analogous IDs and URLs across 50+ different namespaces-- making it effortless to incorporate appropriate Yelp reviews, Facebook pages, and others into your own apps. Start with the place ID or URL in any of the services covered by Places Crosswalk and immediately find the corresponding ID or URL for any other service.

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Resolve

Normalize your existing data, remove duplicates, populate missing attributes, and map to Factual records with the same technology we use on our own data. Resolve is designed expressly for place data and significantly outperforms unspecialized data cleaning software.

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Factual data helps power