Bot Detection

Technical and analytic procedures to identify automated accounts, scripted actors, fake profiles, or coordinated inauthentic behavior that affect news distribution, using behavioral signals (posting tempo, diurnal patterns), metadata (client, IP ranges), network structure (account clusters, retweet graphs) and content similarity; results are probabilistic assessments rather than binary certainties