Turtle Creek is a borough located in Allegheny County, Pennsylvania. Turtle Creek has a 2026 population of 4,925. Turtle Creek is currently declining at a rate of -0.51% annually and its population has decreased by -3.66% since the most recent census, which recorded a population of 5,112 in 2020.