 According to the United States Census Bureau, the Walnut Grove CDP has a total area of , all of it land.As of the census of 2000, there were 7,164 people, 2,737 households, and 2,003 families residing in the CDP.The population density was 1,891.3 people per square mile (729.8/km²).