Yes. There are still many places the subway doesn't go. The buses are also crowded, and sometimes you have to wait in line for a couple of hours even to get on (especially to/from the suburbs). Of course, you might have to wait for 30 minutes to get on the subway during rush hour (e.g. finding enough space to fit in to an open car).

My only point here is that everything is quite relative (i.e. first world vs. third world problems).