Systems, methods, and computer program products for analyzing a database system that manages production travel objects. A plurality of records is retrieved from a database of an electronic ticket server. Each record includes at least one travel object segment and a value object. The travel segment object of each record is analyzed to determine at least one geographical identification object for each record. A geographical identification object correlated value object is computed based on the value object for each record. A demand model is generated in a memory based at least in part on the geographical identification object and the geographical identification object correlated value object of each record. Booking demand is modeled for production travel objects managed by the database system for a range of simulation days with the demand model.
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