Embodiments of the present invention are directed to a gaming device configured to record gaming activity, a method of processing the recorded gaming activity to analyze player behavior, and a system including the gaming device. The gaming device may include a gaming display to display gaming events played on the gaming device by a player during a gaming session, a player interface panel including a plurality of gaming buttons and a game initiating button configured to initiate the gaming events, and a game processor configured to record each activity between the player and the gaming device, wherein each recorded activity is associated with a time stamp.