Systems and methods for electronic gaming using historical data

In one aspect, an electronic gaming machine is described. The electronic gaming machine includes at least one display device, a player input interface, a credit input mechanism, and a game controller configured to execute instructions. When executed by the game controller, the instructions cause the game controller to select a set of historical events from a plurality of sets of historical events for use in a wagering game, select a plurality of arrangements of historical event data, and determine a plurality of sub-wagers from a received credit wager. The instructions further cause the game controller to assign each sub-wager of the plurality of sub-wagers to a different arrangement of the historical event data and determine an outcome of the wagering game by applying the historical event data for the set of historical events to each of the different arrangements of the historical event data having a sub-wager assigned thereto.