|• Total||1.6 sq mi (4.1 km2)|
|• Land||1.6 sq mi (4.1 km2)|
|• Water||0.0 sq mi (0.0 km2)|
|Elevation||482 ft (147 m)|
|• Density||490.7/sq mi (189.5/km2)|
|Time zone||Central (CST) (UTC-6)|
|• Summer (DST)||CDT (UTC-5)|
|GNIS feature ID||1355944|
Detroit is located at (33.661703, -95.264524).
According to the United States Census Bureau, the town has a total area of 1.6 square miles (4.1 km2), all of it land.
As of the census of 2000, there were 776 people, 315 households, and 217 families residing in the town. The population density was 490.7 people per square mile (189.6/km2). There were 359 housing units at an average density of 227.0 per square mile (87.7/km2). The racial makeup of the town was 78.35% White, 16.49% African American, 0.64% Native American, 1.68% from other races, and 2.84% from two or more races. Hispanic or Latino of any race were 2.58% of the population.
There were 315 households out of which 33.0% had children under the age of 18 living with them, 48.6% were married couples living together, 16.2% had a female householder with no husband present, and 31.1% were non-families. 29.5% of all households were made up of individuals and 15.6% had someone living alone who was 65 years of age or older. The average household size was 2.46 and the average family size was 3.06.
In the town the population was spread out with 29.4% under the age of 18, 8.5% from 18 to 24, 25.6% from 25 to 44, 20.7% from 45 to 64, and 15.7% who were 65 years of age or older. The median age was 34 years. For every 100 females there were 83.5 males. For every 100 females age 18 and over, there were 80.3 males.
The median income for a household in the town was $25,250, and the median income for a family was $31,136. Males had a median income of $23,750 versus $17,250 for females. The per capita income for the town was $14,331. About 20.8% of families and 24.0% of the population were below the poverty line, including 34.4% of those under age 18 and 14.8% of those age 65 or over.
Detroit is served by the Detroit Independent School District.