Can you explain these parts of a newspaper?

I'm doing an English project and I have to make a newspaper for the book I'm reading. I don't understand some of the things I have to include. Can someone explain the difference between a news story and a feature story? Also, what are editorials, commentaries, and profile pieces? thanks! :)