1,000,000+ transcribed financial YouTube videos spanning 25,000+ curated market-relevant channels, featuring real-time sentiment analysis and explicit buy/sell recommendations from verified market experts, executives, and influencers. The dataset includes 3.5M+ ticker mentions with proprietary speaker identification, entity resolution mapped to FIGI symbols, and 6+ years of historical coverage (2019-2025) delivered via API or S3. This institutional-grade alternative data stream enables systematic tracking of market-moving commentary, expert opinions, and brand sentiment across the world’s largest video platform before narratives cascade through traditional financial media.