Data privacy is crucial in cancer research because it protects the sensitive personal information of patients. This includes their medical history, genetic data, and treatment outcomes. Ensuring privacy is essential to maintain patient trust, encourage participation in clinical trials, and comply with regulations like the HIPAA and the GDPR.