SafeGraph: SafeGraph Foot Traffic Patterns – US

Foot traffic insights for over 4 million Points-of-interest (POI) in the US


Foot Traffic Patterns is a dataset containing aggregated foot traffic metrics to individual points of interest (POI), including visits and unique visitors, where else they also visit, median distance from home, median dwell time and more. Entire US dataset contains metrics for over 4 million POI.

This dataset is updated weekly; each record represents foot traffic for a specific POI for the indicated Monday-Sunday week.

All SafeGraph POI-based datasets utilize Placekey ( as the primary key and are formatted as delimited CSVs. SafeGraph updates the Patterns dataset every week or month (depending on client subscription) with the past week/month’s foot traffic, based on the POI in the latest release of the Core Places dataset, and maintains a persistent Placekey across releases. Our detailed Patterns Schema* is available online. Additionally please refer to Patterns Manual* for more detailed field definitions and methodologies. For any questions about this dataset or any other, please contact [email protected]

Our documentation site includes detailed information for all of our products, but this product listing specifically only includes the Patterns data set and does not include Core Places or Geometry data.
*Patterns Schema:
*Places Data Manual:

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About SafeGraph
SafeGraph is the source of truth for data on physical places. We provide points of interest, building footprint, and foot traffic data for over 8 million locations in the United States and Canada. With coverage of over 6,200 brands, SafeGraph’s POI database includes core attribution for a physical place, like latitude/longitude, open/close time, and NAICS code. Highly-specific geometry for our POIs reveals building relationships for accurate proximity analysis and geofencing. Our foot traffic insights are created from aggregated and anonymized mobile location data to deliver mobility insights without PII. Organizations across industries leverage SafeGraph data into their market analytics, investment research, site selection, and more.

About the Provider:

SafeGraph is a data company that seeks to unlock understanding of the physical world and power innovation through open access to geospatial data. SafeGraph has built the source of truth for physical places, covering business listing information, building footprints, and foot-traffic insights for more than 6 million Points-of-Interest (POI) in the US and Canada.

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