The episode runs for 2 hours.
It was stated that Arbuckle's fateful party was celebrating a his $3,000,000 contract with Paramount. Actually Arbuckle's contract had been signed nine months earlier, in January 1921. It was just a party given to celebrate the long Labor Day week-end.