 For more Sherburn history, refer to the 1979 book "A Centinnel History of Sherburn"

According to the United States Census Bureau, the city has a total area of , all of it land.As of the census of 2010, there were 1,137 people, 500 households, and 307 families residing in the city.The population density was .