Anthonyville is a town in Crittenden County, Arkansas, United States.

Highway 147 continues south 7 miles (11 km) to the Horseshoe Lake area.

According to the United States Census Bureau, Anthonyville has a total area of 0.12 square miles (0.3 km2), all land.

The racial makeup of the town was 2.80% White, 96.40% Black or African American, 0.80% from other races.

32.9% of all households were made up of individuals, and 14.6% had someone living alone who was 65 years of age or older.