 Elsie was established in about 1887 when the Chicago, Burlington and Quincy Railroad was extended to that point.Elsie was the name of the daughter of CB&Q president Charles Elliott Perkins.Several of Elsie's streets were given railroad-related names such as Burlington, Chicago, Perkins, and Quincy.