Esri partners with SafeGraph to provide Points of Interest (POI) Places datasets containing information about five million places, including name, location, industrial classification code, and brand. Places are defined as locations where consumers can spend money, time, or both, and include restaurants, grocery stores, malls, parks, hospitals, museums, and more.


April 2022.

Available geographies

Places POI datasets are available for the following countries:

Points of Interest (POI) Places datasets


Puerto Rico

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: