MonitorMamdani is a real-time political analytics project that tracks Zohran Mamdani’s campaign by combining prediction-market odds, viral media signals, and contextual news coverage in one public dashboard. It began in early 2026 as an experiment in political transparency, built to help journalists, researchers, and highly engaged voters understand where public confidence and policy momentum are actually forming, beyond headlines or partisan narratives.
The project is for anyone who wants data-driven insight into modern politics, especially reporters, civic technologists, and politically curious citizens who care about signal over spin. Its impact so far has been in making opaque prediction-market data and fragmented viral coverage easier to interpret, cite, and share, particularly around housing, labor, and economic policy debates in New York City politics.