Suicide data is collected through multiple sources, including vital statistics (death certificates), healthcare records, and national surveys. Autopsy reports and psychological autopsies provide detailed information about the circumstances leading to the death. Data collection faces challenges like underreporting and misclassification, which epidemiologists strive to address through improved surveillance systems and standardized definitions.