dataData Collection | Definition, Methods & Examples. Published on June 5, 2020 by Pritha Bhandari.Revised on June 21, 2025. Data collection is a systematic process ofThe enterprise data catalog that CIOs, governance professionals, data analysts, and engineers trust in the AI era.