For joints, here is a fairly clear tutorial! [link]
You insert one section into the arm, and another in the body before pressing them together.
I usually get my safety eyes from local or big box craft stores, such as Michael's, Jo-Ann, Hobby Lobby, ect. Or you can order them online!