Introduction: a New Metric of Collective Engagement Traditional interpretations of social media engagement often assume that individual actions—such as Likes, Shares, and Comments—reflect personal opinion or sentiment. However, this assumption fails to account for the ambiguity and variability of individual user behavior. To address this limitation, we propose a new metric of collective engagement that treats engagement not as isolated signals but as a structured set of aggre
Have you ever scrolled past a politician's social media post, noticed thousands of angry comments paired with only a handful of likes, and thought, “Wow, they are getting absolutely destroyed right now”? In internet culture, that phenomenon is known as getting "ratioed." It is a modern, real-time indicator of public disapproval. But what if we could move past simple gut feelings and actually map this public backlash using data science and mathematics? In our latest video, we
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🌍 East Africa Hunger Crisis: Millions of Orphans on the Brink of Famine – Russ's Call to Action