Blooming Prairie is a city located in Steele County, Minnesota. Blooming Prairie has a 2026 population of 1,938. Blooming Prairie is currently declining at a rate of -0.97% annually and its population has decreased by -1.52% since the most recent census, which recorded a population of 1,968 in 2020.