Spalding County is a county located in the U.S. state of Georgia. As of the 2010 census, the population was 64,073. The county seat is Griffin. The county was created December 20, 1851 and named for former United States representative and senator Thomas Spalding.Spalding County county is included in the Atlanta-Sandy Springs-Roswell, GA Metropolitan Statistical Area.