A data storage device includes a nonvolatile memory device including a main map table, the main map table including a plurality of map segments; and a controller comprising a sub map table including only some of the plurality of map segments of the main map table, the controller is suitable for updating access frequencies for the respective map segments of the main map table; and for determining whether to erase a map segment of the sub map table based on the updated access frequencies for the respective map segments.