Taylorsville is a town located in Smith County, Mississippi. Taylorsville has a 2026 population of 1,111. Taylorsville is currently declining at a rate of -0.71% annually and its population has decreased by -2.71% since the most recent census, which recorded a population of 1,142 in 2020.