[Discontinued] Spend County-to-County Flows

Due to changes in upstream data sources, this data no longer meets Replica's standards for reliability, and we have discontinued Spend data as of December 28th, 2024.

Overview

Replica provides two tables describing consumer spending flows at the county level. The first contains information about all spending by residents of the selected counties, expressed as county-to-county origin-destination flows. The second includes all spending at merchants in the selected counties, expressed as county-to-county origin-destination flows. These consumer spending flows include only in-person transactions. Data is released weekly on a six day lag. Data is available for every week going back to January 2019. It is available for download in CSV format.

Sample Download

Click here to download a CSV sample of Replica's weekly spend county-to-county flows table.

Schema

Field Name	Content Type	Sample Value	Description
home_geo_id	Integer	48113	FIPS county code of the home location county.
home_geo_name	String	Dallas County, TX	Name of the home location county.
merchant_geo_id	Integer	48397	FIPS county code of the merchant location county.
merchant_geo_name	String	Rockwall County, TX	Name of the merchant location county.
week/month_starting	Date	2022-12-24	The first day of the week (Saturday) or month of the corresponding row’s data, depending on whether monthly or weekly data was selected.
category__spend	Float	537.92	The total estimated consumer spend in the spend category in a given week by residents of the home_name county at merchants in the merchant_name county. Categories include: • Airline/hospitality/car rental • Entertainment/recreation • Gas stations/parking/taxis/tolls • Grocery stores • Restaurants/bars • Retail

Methodology

Read Replica's Weekly Economic Model Methodology.