Leisure, IndianaLeisure is an unincorporated community in Duck Creek Township, Madison County, Indiana.HistoryA post office was established at Leisure in 1888, and remained in operation until it was discontinued in 1903. The community was named after Civil War veteran and pioneer Nathan J. Leisure.