According to the Substance Abuse and Mental Health Services Administration (or SAMHSA), San Francisco: The Bay Area is home to the highest concentration of marijuana smokers in the whole of the U.S.
Incidentally, the Bay Area is also home to the most VC activity in the whole country! Can you see the correlation . . .