Cancer data is collected through various methods including cancer registries, surveillance systems, and epidemiological studies. Cancer registries, such as the SEER (Surveillance, Epidemiology, and End Results) Program in the United States, systematically collect data on cancer incidence and survival. Epidemiological studies, including cohort and case-control studies, help identify potential risk factors and causal relationships.