The township was important during its early days as the site of Flinn's Ford, the southernmost crossing of the Little Miami River. Anderson Township remained mainly undeveloped forest and agricultural land until post-World War II suburbanization brought new infrastructure to the community. The population grew by an average of 1,000 persons per year from the 1950s through the early 1990s bringing massive residential and commercial developments to the area.[6] Anderson Township is named for Richard Clough Anderson Sr., Virginia's chief surveyor when the township was created.[7]