Zero friends in college. Why am I lonely?

So I'm an international student and thought that coming to the U.S. would solve my problem. I've tried everything and took classes in many subjects but noone looks at me or acknowledge my existence. I'm a senior btw. Can you please tell me why I'm lonely? Which country should I go to?