14th Street is OK. Its the boundary between Chelsea and the West Village. I used to work at a high end flatware store in the meatpacking district on 14th and the river.
That song is from 1973.
Actually, to see a REAL urban hellhole these days, one must go to Paterson, NJ or Bridgeport, CT.