Magnolia is a city located in Pike County, Mississippi. Magnolia has a 2026 population of 1,816. It is also the county seat of Pike County. Magnolia is currently declining at a rate of -0.77% annually and its population has decreased by -3.35% since the most recent census, which recorded a population of 1,879 in 2020.