who defines the "Neighborhood" ?

The neighborhood map shown here is from official Bellevue City website. My question is who defines the neighborhood.

Trulia has Chicago neighborhood heat map of home price with neighborhood map. Again, who defines Chicago neighborhood ?


btw, Trulia’s heat_map is not truly heat map. Real true heat map is one like at GeoIQ