Recognizing the diversity of data challenges, we acknowledge that a universal approach is not the solution. Hence, our strategy is customized according to Migration Categories, Migration Approaches, Migration Techniques, and Sampling Techniques. Each of these aspects plays a crucial role in shaping our Data Testing methodologies.