Ansonville is a town in Anson County, North Carolina, United States. The population was 631 at the 2010 census.Ansonville is located at 35°06′17″N 80°06′35″W / 35.104652°N 80.109658°W / 35.104652; -80.109658.According to the United States Census Bureau, the town has a total area of 1.5 square miles, all of it land.As of the census of 2000, there were 636 people, 242 households, and 172 families residing in the town. The population density was 435.2 people per square mile. There were 262 housing units at an average density of 179.3 per square mile. The racial makeup of the town was 22.48% White, 76.42% African American, 0.47% Asian, and 0.63% from two or more races. Hispanic or Latino of any race were 0.31% of the population.There were 242 households out of which 28.1% had children under the age of 18 living with them, 44.2% were married couples living together, 22.7% had a female householder with no husband present, and 28.9% were non-families. 28.