I have a friend who has a huge apartment on W 47th street, complete with a good sized backyard, but because of the location, the rent is surprisingly reasonable. That's obviously an exceptional case, but there are also pretty good restaurants on 9th ave, and great access to all the subway lines.
Your point is taken, but you might want to choose a different example neighborhood.