The many interfaces to data from the U.S. Census Bureau often allow the extraction of data aggregated at detailed geographic levels. Please see our U.S. Census Guide.
Social Explorer and SimplyMap provide relatively simple interfaces for accessing sub-county data.
Some of the other Census Bureau and Bureau of Labor Statistics programs also offer data aggregated to smaller geographies.
The following sources have earlier data in paper format. Please ask the Economics Librarian for assistance.