No, it's not really normal, in the sense that your folks are acting immaturely and doing a poor job of dealing with anger. They really need to see a marriage counselor, but I doubt your dad would be willing. I'm sorry you have to see all that. Please learn from it and don't bring those behaviors into any relationships you have with men, dear one.
( I have been married for 31 years.)