SafeGraph

Overview

SafeGraph data provides up-to-date information about points of interest around the globe. Updated monthly to reflect dynamic real world change, SafeGraph’s datasets include accurate and precise geocodes for places, as well as detailed context about those places, such as open date, place type, and related consumer behavior.

These datasets are often used in research that explores geographic trends in economic conditions, migration, and risk modeling.

All SafeGraph datasets utilize placekey as the primary key and are formatted as delimited CSVs.

Datasets on Dewey

Datasets	Description
Global Places - POI Data	Detailed information about physical places.
Spend Patterns - Entire US	Anonymized debit and credit card transaction data aggregated to individual places in the U.S.

Important Information

Citation Requirements

This data was made available by SafeGraph (https://www.safegraph.com/) via the Dewey Data platform. (https://www.deweydata.io/)

SafeGraph stopped publishing Weekly, Monthly, and Neighborhood Patterns data at the end of 2022. At that time, the also assigned all of their existing Patterns licenses to Advan, including Dewey’s. As a result, any research yet-to-be published using the Patterns data previously made available by SafeGraph should now cite Advan Research as the source.

Terms

💡
Partner Specific Terms
SafeGraph has partner specific terms, be sure to review them below before working with these data

Users shall not use the licensed data for targeted advertising or attribution of individuals based on visits to any health care or religious point of interest or to analyze, study or report on protests or social demonstrations.
Users shall not use the licensed data for purposes of investing in financial instruments or in connection with any other financial service or use.‍
For uses of data that include certain places in the United Kingdom, visualizations that include park locations, or future expansions of the data, users must comply with each of the corresponding terms found at Places Attribution.
For uses of data that include certain places in the United Kingdom, visualizations that include park locations, transit, or geometry in parts of the Middle East, please see our partner terms.

Dewey Data Partner Terms