I haven't been getting my period for a couple of months now, I know I'm not pregnant because I've never had sex before. How can I get it back again?

Yes. Yes, and you should go see someone to get it back. You can go to your doctor, student health center, or planned parenthood. They will help with what caused it to go away and what will get it back. Good luck.