The incident occurred on Sunday, June 5, at approximately 4.45pm and 6pm at the Selsey Road club.
Police believe two suspects forced their way into the building.
The only item reported missing is an empty club cash box.
Witnesses can email [email protected] or call 101 quoting reference 1392 of 05/06.
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