Esri partners with SafeGraph to provide Places data that contains information about more than 5 million places. Places data include the place name, location (such as the address or geographic coordinates), an industry-standard industrial classification code, and brand (when applicable).

Places are defined as locations where consumers can spend money, time, or both, and include restaurants, grocery stores, malls, parks, hospitals, museums, and more.

Places data is available only through ArcGIS Business Analyst, ArcGIS Community Analyst, and the ArcGIS Marketplace; see Data availability and the Introduction to Places data for more information.


Q2 2023.

Available geographies

Places data is available for Canada, Puerto Rico, and the United States.

Update frequency

Locations—Quarterly (ArcGIS Business Analyst and ArcGIS Community Analyst web apps).

Data availability

SafeGraph data is available in the following products: