Data collection in cancer research can be done through multiple methods. Clinical trials are a primary source of data, where patients undergo specific treatments, and outcomes are meticulously recorded. Electronic Health Records (EHRs) are another rich data source, providing longitudinal data on patient health. Biobanks store biological samples like blood and tissue, which are used for genetic and biomarker analysis. Surveys and patient registries also contribute valuable information.