Production cost: Exact number unavailable. (According to the official L&H website, it had only one-fourth of the budget of the Marx Brothers' comedy Western Go West [1940]. And according to Joe Adamson's Marx Bros. book, Go West's chase climax alone cost $200,000.)
Box-office - domestic gross: $362,828
Length of time taken to write the script: approximately 3 months
Length of time to film the movie: approximately 2 and one-half months
Number of working titles for the film before settling on Way Out West: 3
Number of previous movies using Way Out West as a title: 2
Number of gags from Way Out West reprised in The Bullfighters (1945): 2 (Ollie repeating something for Stan's benefit, Stan sitting on Ollie's lap instead of in his own chair)
Number of "rubber" gags: 2 (Stan's obtrusive toe getting snapped by Ollie, Ollie's neck getting elongated)
Number of thumb-lighting instances: Stan, 3; Ollie, 1
Number of bites taken out of Ollie's hat: Stan, 3; Ollie, 1
Number of Ollie's direct looks to the camera: 14
Number of cutaways to Ollie's camera looks: 6
Number of cutaways to James Finlayson's reaction shots: 12
Number of cutaways to reaction shots of Vivien Oakland's discomfort: 4
Number of edits/cuts in the number "At the Ball, That's All": 5
Number of times the lyrics of "At the Ball, That's All" are sung: 6
Number of dogs who try to eat Stan's shoe-leather steak: 5
Pieces of clothing disrobed by Ollie in the "locket" scene: 5 (hat, coat, fake collar, shirt, underpants)
Number of times the deed changes hands in the "deed retrieval" scene: 14
Number of times the deed is blown across the room: 4
Length of laughter sustained by Stan in the "tickling" scene: 2 minutes, 30 seconds
Number of times Stan spits on his hands to moisten the rope: 3
Number of falls sustained by Ollie after being hoisted by the block-and-tackle: 2
Number of times each person is pulled down by the other via the rope: Ollie, 3; Stan, 1
Number of "ssh's" uttered: Stan, 12; Ollie, 10; Dinah the Mule, 1
Length of Stan's pantomime, where he re-tells (to Mary) the movie's story up to that point: 10 seconds
Number of times Finn says "What are you gonna do?" in the penultimate scene: 5
Number of times that a "trademark" gag is used: 1 each for Ollie's tie-twiddle and James Finlayson's "D'oh!"
Number of times Ollie is dunked in the stream: 3
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