The data validation can be defined in two steps. First is data screening and other is data verification. In the first step i.e. data screening, algorithms are used to screen the data to find any inaccurate data. These values need to check or validate again. In the second step for Data verification, values are corrected on the case basis and invalidate values should be rejected.