Data swapping, also known as data shuffling or permutation, refers to the process of exchanging data values between records in a dataset. This technique is used to protect the privacy of individuals in datasets while maintaining the statistical properties of the data. Data swapping is particularly crucial in cancer research where patient confidentiality is paramount.