Global CSB Networks contains scripts and datasets for detecting Coordinated Sharing Behavior (CSB) on Facebook at scale. The workflow iteratively monitors a list of problematic accounts and, every six hours, surfaces highly coordinated and popular links and expand the initial account set, supporting reproducible disinformation research.