Spend Summary Statistics

Welcome to SafeGraph’s Spend Summary Statistics!

Here you will find a collection of the most recent and relevant statistics about our Spend product which provides aggregated transaction data at the POI level.


Volume Stats

Brand Coverage

See our distinct brand counts in each category below.

Regional Coverage

To learn more about geographic bias, check out our notebook on Quantifying Sampling Bias.

The totals for raw_num_transactions and raw_num_customers for each state are tabulated below.