Using SafeGraph Spend Data for Competitive Analysis

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!