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This document details how ESIP Clusters, which are broadly groups of Earth science data technologists who collaborate on common data challenges and opportunities, operate and shares tips for success that may be particularly valuable for those who are leading a cluster or considering starting one. The current list of ESIP Collaboration Areas, including Clusters, can be found at https://www.esipfed.org/collaborate.doi:10.6084/m9.figshare.12827963.v1 fatcat:daozyals4vdjvg5whbqfoq75ha