Want to make friends but shy

Harper

So I'm starting my senior year soon and I want to make friends. I've always had a hard time with that because I'm shy and people already have their friends, so it feels weird trying to befriend people when they're almost always with their own friends. But this is my last year of high school, and I want things to be different. Can any of you give me some tips?