I'm white as can be and I've heard the term Chocolate City before. (and understood it)
Personally, I thought he just meant that he doesn't want the area to be so gentrified with rebuilding to the point that blacks cannot afford to live there. Then again, I may be extrapolating some of the things happening closer to home onto his comment.