Blooming Valley is a borough located in Crawford County, Pennsylvania. Blooming Valley has a 2026 population of 347. Blooming Valley is currently growing at a rate of 2.06% annually and its population has increased by 1.76% since the most recent census, which recorded a population of 341 in 2020.