Data heterogeneity in cancer refers to the variability in data collected from cancer patients. This variability can occur at multiple levels, including genetic, molecular, clinical, and demographic data. Heterogeneity poses significant challenges in cancer research and treatment, as it complicates the identification of effective therapies and the development of personalized medicine.