POI (Point of Interest) Data for Top Retailers

SafeGraph Places is a dataset containing business listing information about points of interest (POI) such as location name, street address, industry, lat/long and brand. With POI data for countries around the world, you can build products on top of this data and gain insights about any location that a person can visit aside from private residences.

Samples/Tables Included:
-Location name
-Address
-Category
-Brand association for points of interest (POIs) where people spend time or money

Fields Included:
-Latitude/Longitude
-Hours Open
-Postal Code
-Phone Number

Additional Information:
All SafeGraph POI-based datasets utilize Placekey as the primary key and are formatted as delimited CSVs. SafeGraph updates the Places dataset every month with the past month's openings and closings and maintains a persistent Placekey across releases. Our detailed Places Schema(1) is available online. Additionally please refer to Places Data Manual(2) for more detailed field definitions and methodologies. Our Places Summary Statistics(3) is updated with every monthly release to reflect data coverage.

Data Dictionary
Our documentation site includes detailed information for all of our products, but this product listing specifically only includes the Places data set.
(1) Places Schema: https://docs.safegraph.com/docs/core-places
(2) Places Summary Statistics: https://docs.safegraph.com/docs/places-summary-statistics