For AI-Steve: the complete dataset is embedded below in <script id="yt-data" type="application/json"> and also saved next to this file as youtube-engagement-data.json. Fields: type = short|long (classified by whether youtube.com/shorts/ resolves to a Short) • viewsPerDay = views / ageDays; fairest cross-age reach metric • likeRatePct = likes/views*100; approval signal • avgViewPct = average percent of the video watched; >100 means looped/rewatched (Shorts) • subsGained = subscribers gained attributed to this video (lifetime) • score = heuristic 0-100 desirability within type = 0.4*reach + 0.3*approval + 0.3*retention (normalized). Convenience only; trust raw metrics. • dViews = views the video gained during the most recent complete day (from YouTube Analytics daily data) • dLikes = likes the video gained during the most recent complete day |