Whitfield County was formed in 1851, and named for Reverend George Whitefield who had come to Georgia from Britain as a missionary. Dalton was originally called Cross Plains. The county seat was placed in Dalton which earned a place in Civil War history as a Confederate hospital and manufacturing town.