🔥YouTube Video Heatmap Scraper 🔍

--- # 📊 YouTube Video Heatmap Scraper – Extract Engagement Data & Visualize Viewer Hotspots 🔥 ## 🌡️ Overview Want to analyze viewer engagement down to the second? This actor extracts frame-by-frame heatmap data from YouTube videos, showing exactly where audiences are most captivated! The YouTube Video Heatmap Scraper reveals engagement intensity (0-1 scale) for every 2.48-second segment – perfect for content optimization, ad placement, and trend analysis! ⚡ Average runtime: Under 3 minutes per video! 📈 Output-ready for charts, dashboards, or AI training. --- ## 🔥 Key Features 🕒 Frame-Perfect Segmentation ✔️ 2.48-second time intervals (YouTube’s native engagement tracking) ✔️ Normalized engagement scores from 0 (cold) to 1 (red-hot) 📊 Visualization-Ready Data ✔️ Directly compatible with tools like Tableau, PowerBI, or D3.js ✔️ Timestamp alignment for sync with transcripts/thumbnails 🎯 Multi-Video Support ✔️ Process entire playlists or competitor videos in bulk ✔️ Compare engagement patterns across content 📦 Rich Metadata ✔️ Video title, thumbnail, original URL ✔️ 100+ data points per video 🔧 Enterprise-Grade ✔️ Auto-retries for failed segments ✔️ Proxy support for large-scale scraping --- ## ⚙️ Input Configuration Add YouTube URLs like this: json { "video_urls": [ { "url": "https://www.youtube.com/watch?v=2VLqZtded_0&", "method": "GET" } ] } 📌 Fields Explained | Field | Description | |-------|-------------| | video_urls | 🎬 List of YouTube video URLs | | method | ⚙️ Always use GET | --- ## 📤 Output Example Get structured heatmap data perfect for analysis: json [ { "original_url": "https://www.youtube.com/watch?v=2VLqZtded_0&", "title": "Maher Zain & Harris J - Qalbi Fil Madinah...", "thumbnail": "https://i.ytimg.com/vi_webp/2VLqZtded_0/maxresdefault.webp", "heatmap": [ { "start_time": 0, // Start of segment (seconds) "end_time": 2.48, // End of segment (seconds) "value": 0.65845 // Engagement intensity (0-1) }, { "start_time": 245.52, // Final segment example "end_time": 248, "value": 0.00374 // Near-zero engagement } ] } ] --- ## 💡 Use Cases 🎯 Content Creators – Identify drop-off points and peak moments 📈 Marketers – Optimize ad placements in high-engagement zones 🎓 Researchers – Study viewer behavior at scale 🤖 AI Teams – Train retention-prediction models 📉 Analysts – Benchmark competitor video performance --- ## 🛠️ How It Works 1️⃣ Add YouTube URLs 2️⃣ Scraper extracts raw engagement data 3️⃣ Normalizes values to 0-1 scale 4️⃣ Returns timestamped heatmap segments --- ## 🔐 Privacy & Security 🔒 No YouTube API keys required 🛡️ GDPR/CCPA compliant data handling 🌐 Residential proxies supported --- ## 🧩 Related Tools 🔗 YouTube Transcript Scraper – Pair heatmaps with subtitles --- ## 📧 Custom Solutions? Need CSV exports, longer time windows, or custom visualizations? ✉️ Email scrapearchitect@gmail.com for tailored setups! --- ## 🚀 Deploy Now! Unlock viewer psychology – discover what makes your audience stay glued! ---