I don't live in DC, and I'm not a pilot, but I would want to own some sort of aircraft that could take off from my residential street if I lived there. I grew up in Manhattan and feel the same way whenever I visit.
Anything more than a few people trying that at once would cause major problems on top of the existing problem that caused the evacuation.