Does the kind of car I drive affect my premium?

Yes, it absolutely does. Insurance companies have a ton of statistics that show, in general, which vehicles have the most and least claims attached to them by make, model and year. More claims generally equal higher risk to insure and vice versa. Some vehicles are harder to repair, or may not have parts readily available. These also affect premiums.