Disclosed herein are memory device, method for data preprocessing of program operations. In an aspect, a memory device comprises N data latches configured to store data and a controller coupled to the N data latches. The controller is configured to receive the data that includes data units and store the data units in the N data latches, wherein each of the data units includes N bits. The processor is further configured to convert the data units based on a first table and a second table and program cells of the memory device based on the converted data units. The first and the second tables include N rows and 2N columns of bits and bits from column 2N-1+2 to column 2N in Nth row of the second table are identical.