Accurate and comprehensive data collection is critical in cancer epidemiology. Data sources include cancer registries, hospital records, and population-based surveys. Registries provide valuable information on cancer incidence, survival, and mortality. Epidemiologists must ensure data quality by maintaining consistency and completeness, and by using standardized definitions and classifications.