Detailed tax lot data for New York City from 2002 – 2011 is available through the MIT Geodata Repository.  Attributes include ownership information, building characteristics (number of floors, total units, year built, etc.), valuations for tax purposes, and more. Easily find available datasets by using borough names, like Manhattan, to search.