 Walnut Grove was burned during the Civil War.The first college preparatory school for males and females in northeast Alabama was established by act of Legislature in 1884.The Walnut Grove College ran for 15 years, and during the college's peak the town had grown to have 13 stores, including a drug store with a soda fountain.