1. A method of analyzing player behavior based on play of a gaming device, the method comprising: retrieving a session report including credit meter data associated with a gaming session; identifying positive increases of credits within the credit meter data; determining player actions following the positive increases of credits; and drawing at least one inference regarding player preference based on the determined player actions.