By utilizing these tools, researchers can ensure that their data is free from inconsistencies and inaccuracies. This enhances the quality of cancer studies by enabling more precise statistical analyses, better understanding of patient outcomes, and improved reproducibility of research findings. High-quality data is critical in developing effective treatments and improving survival rates.