Free Data

SafeGraph Spend: Aggregated, Permissioned, and Anonymized Consumer Spending Data for Places

Access a sample dataset of SafeGraph Spend, which includes Median Spend per Transaction, Spend by Day, Spend by Customer Frequency, Online vs In-person Spend, and more.
Download the free dataset

What's included in this download:

  • 100 sample rows of SafeGraph Spend data from randomized brands
  • Every column or data attribute found in SafeGraph Spend (see schema here)
What's included in this download:

The Most Comprehensive Transaction Data Tied to Places

Spend data is built with the largest source of credit and debit transactions available, plus a proprietary methodology to match transaction data to 400k+ individual POIs and over 1100 brands to provide location-based insights.

The Most Comprehensive Transaction Data Tied to Places

Learn, share, and connect with others using this Data

Learn best practices using Spend Data in the SafeGraph Community. Explore this tutorial on how to use Spend Data for competitive analysis.