As unconventional oil and gas play development expands across the United States, these plays demonstrate significant heterogeneity between sweet spots and fringe areas. Drawing on a rich dataset of geologic parameters and production outcomes, the Drillinginfo Geology and Analytics teams perform comprehensive subsurface analyses and advanced statistical modeling to qualify the productivity of the reservoir rock and assign grades to the acreage for each productive interval within a play.