I ride around NYC a fair bit. I'd avoid a road bike or anything with external gears and stick with a city bike (not CitiBike :-). This especially if you'll be carrying anything at all heavy.
City Bikes | LocalMile
Where will you keep it while sleeping? Will you have to carry it up a lot of stairs? Have to climb up and across GWB?