By mining 290 newsletters with SpaCy, the Gmail API and Seaborn, a data‑driven narrative emerges: WeWork’s hype fades, GameStop explodes, SPACs surge, and fraud chatter spikes. This article walks through the pipeline, the visual insights, and what they reveal about market sentiment and media focus.