Yes, it could be, but it could also just be teenage life. It's really hard to tell because you can't feel other people's emotions. If it has been going on for a while, talk to a professional. A good place to start is school counselors; they have experience with it and can direct you to other resources.
Get evaluated by a psychiatrist and let the professional tell you if you are depressed or not.