Spend

Overview

SafeGraph Spend data aggregates anonymized credit and debit transactions at specific points of interest over the course of a month. Attributes include aggregated transaction volume and amounts, as well as transaction intermediary (Apple Pay, Doordash, etc.), and anonymized customer details. Spend data is available for both online and offline transactions.

Data Information	Value
Refresh Cadence	`Monthly`
Historical Coverage	`2019`-`Present`
Geographic Coverage	`United States`

Schema

Special Variables

Create a Dewey Data login and navigate to the Table Structure view in the product for a description of each variable.
Spend Patterns - Entire US

Panel

Details on the panel used to aggregate Spend Patterns anonymized consumer transaction data can be accessed as a related file on Dewey. Spend Patterns - Entire US Panel Summary ↗️

Brand Info

The brand_info dataset can be accessed as a related file on Dewey. Brand Info (Places, Patterns, Geometry, Spend) ↗️

A SafeGraph brand is defined as a store which has multiple locations all under the same logo or store banner.