Is it unusual for a 17 year old girl to be more attracted to shy, quiet boys?

There's nothing abnormal at all about that. I'm actually really into the shy type myself. I find them very mesmerizing and attractive. They have a mystique about them and I just can't stop thinking about them. It's weird because a lot of people I know aren't like that.