There has been lots of discussion of the Common Core standards for nonfiction books. Here's another aspect/ definition / whathaveyou.... from famed nonfiction writer, Melissa Stewart on her blog called Celebrate Science: Behind the Books.
Which kind of nonfiction do you like the best? Narrative or Just The Facts.
What about the idea that you can get lots of facts from narrative nonfiction?