SafeGraph: Consumer Demographics and Mobility Insights for Neighborhoods

Anonymized and aggregated foot traffic and mobility data to census block groups (CBG)

Dataset Description:

SafeGraph’s Neighborhood Patterns dataset contains footfall data aggregated by census block group (CBG) in the U.S. and dissemination area (DA) in Canada. Learn which day of the week a CBG or DA is busiest, what time of the day a CBG or DA is busiest, where devices that stop during breakfast, lunch, and dinner travel from, and how weekday and weekend demographics compare. This data is ideal for site-selection use cases and other use cases where you need to understand how busy an area is, when it is busy and the demographics of the visitors.

Fields Included:
-Block groups
-Table IDs
-Multiple levels of field data, varying by schema

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 Neighborhood Patterns data set.
(1) Neighborhood Patterns Schema:
(2) Places Data Manual:
(3) Places Summary Statistics:

About the Provider:

SafeGraph is a global geospatial data company that offers any data on any place in the world. Customers like Esri, Tripadvisor, Mapbox, and Sysco use SafeGraph data to better understand their customers, create new products, and make better decisions for their business.

Visit the provider’s website for more information

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