The U.S. Census Bureau has released an experimental data product featuring modeled state-level retail sales. The Monthly State Retail Sales (MSRS) report is a blended data product that combines monthly retail trade survey data, administrative data, and third-party data. Users are encouraged to view the MSRS methodology for more information on how the Census constructs the data.
These 624 series represent year-over-year percent changes for total retail sales excluding nonstore retailers as well as 11 North American Industry Classification System (NAICS) retail subsectors. The available release table provides a view for geographic and industry comparison, and all state-level data are available in GeoFRED.