Bastrop County is a county located in the U.S. state of Texas. As of the 2010 census, the population was 74,171. Its county seat is Bastrop. The county was created in 1834 as a municipality of Mexico and organized as a county in 1837. It is named for Felipe Enrique Neri, Baron de Bastrop, an early Dutch settler who assisted Stephen F.