Larger neighborhood regions used by some agencies.
City neighborhood boundaries from CEDA, originally provided in 2002, no formal changes known.
Real estate boundaries- also know as parcels. Each file represents an annual snapshot of the current parcel boundaries.
Oakland neighborhoods as developed by Zillow for their web app.
The attached zip file contains the shapefile for Oakland's city council districts.