 Arkansas Highway 109 passes through Scranton as 5th Street, leading north to U.S. Route 64 west of Clarksville and south to Midway.According to the United States Census Bureau, Scranton has a total area of , all land.As of the census of 2000, there were 222 people, 90 households, and 66 families residing in the city.