During a climactic montage set at an East Coast racetrack on the Fourth of July, people in the stock footage crowd scenes are dressed in winter garments nobody would wear in the middle of summer.
When Joe reads the newspaper at the beginning of the film about the prosecutor cracking down on the numbers racket, the second paragraph of the story is about another topic entirely.