I grew up in NYC with the most amazing public transport system out there in the world and still absolutely despised taking the bus. Try 100 degree 100 humidity summers while waiting for the bus or the inverse. It's really not compelling. Car > Taxi > Subway > Bus (I'd rather skip the trip entirely)
No offense to bus drivers they're amazing.