It does if the person does not live in a ghetto and your only reason for saying so is something about the amount of melanin in their skin.
George Orwell, call your office. We have thought police.
Has nothing to do with "inner city" folks ~ just a place where people voluntarily gathered and refused to leave lest they be made unclean by outsiders.
The term has been misused in recent times.