sentences:  According to the 2010 census, the city's population was 39,319.Florence is the largest and principal city of the Florence-Muscle Shoals Metropolitan Statistical Area commonly known as "The Shoals" (which includes the cities of Muscle Shoals, Sheffield, and Tuscumbia in Colbert and Lauderdale counties).Florence is considered northwestern Alabama's primary economic hub.