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dataData Collection | Definition, Methods & Examples. Published on June 5, 2020 by Pritha Bhandari.Revised on June 21, 2025. Data collection is a systematic process ofNASA's massive archive of Earth science data are free and open to any user for any purpose—but accessing, analyzing, visualizing, and applying these data