A data storage device includes a nonvolatile memory device including dies including word line groups in which word lines are grouped; and a controller. The controller includes a word line health rating logic configured to determine a health rating of each word line and a health rating of each word line group based on state information on each of health rating factors associated with the word lines; a memory including a word line health rating table in which the health rating of each word line and the health rating of each word line group are stored; and a mapping logic configured to generate a management target logical super block by mapping one word line group having a lowest health rating and word line groups having a highest health rating, and generate a normal logical super block by mapping word line groups having intermediate health ratings.