Data in epidemiology is collected through various methods, including surveillance systems, surveys, and registries. Surveillance systems often involve the continuous monitoring of disease occurrence and health indicators. Surveys might be conducted periodically to gather specific health information from a representative sample of the population. Registries maintain ongoing records of disease cases and other health-related events.