SF was puzzling to me when I live in the Bay Area.
In Paris, using your car is hell but you have a good transportation network.
In smaller French cities, the transportation network is less developed but you can take your car everywhere and park easily.
But San Francisco... Both parking and mass transit is bad! The only viable solution is the bike, but that only works if you're living in the city.