Researchers collect geographic data through various means, including cancer registries, health surveys, and hospital records. Cancer registries are databases that compile information on cancer cases within a specific region. These registries provide valuable data on cancer incidence, mortality, and survival rates, and enable researchers to perform epidemiological studies.