Five of the Nation’s Eleven Fastest-Growing Cities are in Texas, Census Bureau Reports. May 19, 2016 — Georgetown, Texas, saw its population rise 7.8 percent between July 1, 2014, and July 1, 2015, making it the nation’s fastest-growing city with a population of 50,000 or more, according to estimates released today by the U.S. Census Bureau.