Use the gist: https://gist.github.com/jsundram/1918435
on this data: https://data.sfgov.org/Public-Works/Street-Tree-List/tkzw-k3nq
shapefiles from here: http://www.zillow.com/howto/api/neighborhood-boundaries.htm
minor changes were required.