Evidence in epidemiology is collected through various methods including observational studies, clinical trials, cohort studies, and case-control studies. These methods provide a comprehensive understanding of the incidence, prevalence, and determinants of diseases. Data can be obtained from a variety of sources such as surveys, medical records, registries, and laboratory tests.