Is it rude to walk away while someones talking to you?

It depends on whether you like the person or not. If the person is someone you don't like or who is unpopular, and everyone else does it, then it isn't rude because that's the kind of person where it's okay to "be rude". If the person is popular, or you like that person, then no-- it's not okay.