This is very interesting but it really is San Francisco data. Silicon Valley is a lot cheaper and faster on several dimensions than SF (only a small amount cheaper on salary, though that salary goes a lot farther). And while SF is a nicer place to live than most of the valley, who has time for that nicer life while you're busy building a business?
