Many older cities rapidly expanded during the Industrial Revolution, as workers flocked to the urban centers. As the towns and cities expanded, the residential areas for the workers tended to be in the east, with the middle and upper-classes in the west.
Read the article: Why are the East of Cities usually Poorer?