Speaking of Hey Arnold, I really liked some of the really emotional episodes they had. It wasn't Futurama emotional but it got me a few times as a kid.
Universally, but secretly his whole family was Italian. There's an episode where Doug goes over to his family's house and has dinner, and his dad's angry about everything and they all eat spaghetti.