Taylor County is a county located in the U. S. state of Texas. As of the 2010 census, its population was 131,506. Its county seat is Abilene. The county was created in 1858 and later organized in 1878. It is named for Edward Taylor, George Taylor, and James Taylor, three brothers who died at the Battle of the Alamo.