The story
From pizza (a popular food associated with Italy) + nigger (a derogatory term for people, particularly black people in the United States). With regard to food, compare macaroni, pizzahead, and spaghetti. With regard to skin color, compare guinea, white nigger, and wog.
Etymology from Wiktionary, CC BY-SA 4.0.