United States. Department of Commerce. "Personal Consumption Expenditures by State, 2021 : Tables, BEA 22-50," United States Department of Commerce News (October 6, 2022). https://fraser.stlouisfed.org/title/6148/item/626714/content/xlsx/bea_newsreleases_20221006_tables, accessed on June 1, 2026.