Cleburne is a city located in Johnson County, Texas. Cleburne has a 2026 population of 38,131. It is also the county seat of Johnson County. Cleburne is currently growing at a rate of 5.28% annually and its population has increased by 21.2% since the most recent census, which recorded a population of 31,460 in 2020.