Considering I was born in San Francisco, I don't think I really need to mention what it's famous for.
For the foreign members of the audience: The 1849 gold rush and, more recently, the Castro.
If you don't know what the Castro is: Think just about any stereotype you can come up with for a homosexual sub-society and it fits.