Im 15 and 5'1. I don't know if you need to know this but my weight is 103 pounds . Do I shop in the petite or junior section ??

You could do either. Petite technically is used to described adults but if they fit comfortably then you can.

Yes

Junior. Petit is for adults who are small. Eventually you'll probably shop there.