It really depends on how you draw the lines between urban and suburban.
For this conversation, we're talking about the cores of tier 1 cities where the high paying jobs are most abundant. I considers a location suburban if they are predominantly single-family homes and if many of them commute into the Metro for work.
I'm going to ignore all that identity politics stuff because frankly I don't understand what you were trying to say there