Elsie is a village in Perkins County, Nebraska, United States. The population was 106 at the 2010 census. 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 n…Elsie is a village in Perkins County, Nebraska, United States. The population was 106 at the 2010 census. 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.