Decatur is a town located in Newton County, Mississippi. Decatur has a 2026 population of 1,886. It is also the county seat of Newton County. Decatur is currently declining at a rate of -0.89% annually and its population has decreased by -2.88% since the most recent census, which recorded a population of 1,942 in 2020.