Cleburne is a city in Johnson County, Texas, United States. According to 2007 United States Census Bureau estimates, the population is 29,050. It is the county seat of Johnson County. Cleburne is named for a Confederate General, Patrick Cleburne. Lake Pat Cleburne, the reservoir that provides water to the city and surrounding area, is also named for him.