Shelburn is a town in Curry Township, Sullivan County, in the U.S. state of Indiana. The population was 1,252 at the 2010 census. It is part of the Terre Haute Metropolitan Statistical Area. History Shelburn was named after the town's founder, Paschal Shelburn. The Shelburn post office has been in operation since 1861. An F4 tornado devastated the northwestern part of Shelburn on May 21, 1949, killing 14 people and destroying 160 homes. Geography Shelburn is located at (39.179506, -87.396900). According to the 2010 census, Shelburn has a total area of , all land. Demographics 2010 census As of the census of 2010, there were 1,252 people, 485 households, and 334 families living in the town. The population density was . There were 556 housing units at an average density of . The racial makeup of the town was 96.2% White, 0.5% Native American, 0.6% Asian, 0.6% from other races, and 2.2% from two or more races. Hispanic or Latino of any race were 1.2% of the population. There were 485 households, of which 36.3% had children under the age of 18 living with them, 44.1% were married couples living together, 16.5% had a female householder with no husband present, 8.2% had a male householder with no wife present, and 31.1% were non-families. 23.7% of all households were made up of individuals, and 8.6% had someone living alone who was 65 years of age or older. The average household size was 2.58 and the average family size was 3.00. The median age in the town was 37.1 years. 26.8% of residents were under the age of 18; 8.3% were between the ages of 18 and 24; 26% were from 25 to 44; 26.5% were from 45 to 64; and 12.5% were 65 years of age or older. The gender makeup of the town was 48.5% male and 51.5% female. 2000 census As of the census of 2000, there were 1,268 people, 510 households, and 350 families living in the town. The population density was . There were 585 housing units at an average density of . The racial makeup of the town was 97.79% White, 0.24% African American, 0.08% Native American, 0.16% Asian, 0.39% from other races, and 1.34% from two or more races. Hispanic or Latino of any race were 0.55% of the population. There were 510 households, out of which 33.3% had children under the age of 18