It should be argument from ignorance because an appeal to logic is not a fallacy, while begging the question is not always a fallacy. Bandwagonning is when you believe something because everyone else believes it.
It gives lots of detail in the stories, it has parts that kids would like more and adults would like more. It's a fun series of books and movies for everyone.