A colloquialism for Westchester County, the county immediately north of New York City. Stereotyped as being rich, though this is not true to the extent that most people believe. Considered to be a counterpart to 'Long Island' i.e. Nassau and Suffolk Counties.
I live in Eastchester. That's in Westchester. hilarious