One thing myself and Mrs Japhet always did when we went to the States is ask a cab driver. We used to get a map of Denver, Phoenix, New Orleans or whatever and get a cabbie to mark out areas where we shouldn't be going. London isn't as bad, but there are definitely areas you don't want to wander into by mistake.