 It is part of the Cape Girardeau–Jackson, MO-IL Metropolitan Statistical Area.Gordonville was named after Sam Gordon, who established a watermill on the same site where the Gordonville Milling Company operated.The land around present-day Gordonville was originally owned by Sam Gordon and his father, who lived in Indiana.