I've been to New York, and it's not the cleanest city in the world.  I would think people that live there would be used to the filth...and the smell.  It's because of that filth the city has a huge rat problem.  Apparently the people that live there aren't that used to seeing them trot around them on a normal basis.  Check out what happened when a rat makes an appearance on the subway.