I was thinking, for a city of 800k inhabitants, it's not that bad. But then I lived in Bordeaux which has 250k inhabitants and public transport was so amazing. I basically don't take public transport in SF anymore because I find it too dangerous, whereas I never once took a taxi or drove in Bordeaux (in 2 years there).