SafeGraph’s Spend dataset provides monthly insights on how much money was spent at points of interest (POIs) across the US based on aggregating data from a panel of debit and credit card transactions. Spend data users work with the data to study location-based spend behavior patterns at places over time.
Here’s a notebook I made demonstrating how to use the SafeGraph Spend data for competitive analysis.
Would love to hear your thoughts or any feedback!