Regions in the USA vary widely in many ways, and have large variation in health outcomes. In this work, we investigated how drug prescriptions vary across the USA. The results showed that the country could be partitioned into a patchwork of regional prescription practices, with similar drug use in areas defined by racial composition, health care factors, and wealth. We also found that some areas of the country seem to consistently prefer expensive drugs.