Many people pick up or drop of the girl if the guy has a car.
Most people here do not so therefore…busses.
Trust me, I’d rather get in a car than have to get on the same bus as my date back home and awkwardly try and figure out if we should sit near each other, or not, and if so worry about people looking at us.