Swisher County is a county in the U.S. state of Texas. As of the 2020 census, its population was 6,971. Its county seat is Tulia. The county was created in 1876 and later organized in 1890. It is named for James G. Swisher, a soldier of the Texas Revolution and signer of the Texas Declaration of Independence.