Abstract: A method for displaying an exploration and production (EP) data set of a field having a subterranean formation involves obtaining well logs corresponding to deviated wells in a portion of the field, where the well logs represent measured properties of the subterranean formation, extracting a section of each well log corresponding to a horizontal leg of a deviated well, extrapolating data items in the section of each well log to generate extrapolated data items forming the EP data set, where extrapolated data items represent the measured properties combined with a corresponding spatial coordinate across the geological surface, and displaying the numerous extrapolated data items of the EP data set.