Jasper is a city in Newton County, Arkansas, United States. According to the 2020 census, its population is 547. The city is the county seat of …Jasper is a city in Newton County, Arkansas, United States. According to the 2020 census, its population is 547. The city is the county seat of Newton County. Jasper is part of the Harrison Micropolitan Statistical Area.