Roy Scheider and Gene Hackman patrolled with Eddie Egan and Sonny Grosso for a month to get the feel of the characters. Hackman became disgusted at the sights he saw during this patrol. In one incident he had to help restrain a suspect in the squad car and later worried that he would be sued for impersonating a policeman.

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The car chase was filmed without obtaining the proper permits from the city. Members of the NYPD’s tactical force helped control traffic. But most of the control was achieved by the assistant directors with the help of off-duty NYPD officers, many of whom had been involved in the actual case.