DETROIT—The population of Detroit has fallen back 100 years.

The flight of middle-class African-Americans to the suburbs fueled an exodus that cut Detroit's population 25% in the past decade to 713,777, according to Census Bureau data released Tuesday. That's the city's lowest population level since the 1910 census, when automobile mass production was making Detroit Detroit.

The...