During the scene where Louis goes to Chicago to look for his "lost love," he is stopped by some Chicago Police officers, and in a few seconds of footage, you can clearly see the lightbar for the Squad car is red, while CPD only has blue lightbars. That car actually looks more like an NYPD car.