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Data & Analytics

How We Rank

Videos are matched to technologies by title patterns and ranked by view count. Each technology page has three sections: Top Videos (most viewed overall), Best for Beginners (filtered by beginner-friendly keywords like "tutorial", "crash course", "fundamentals"), and Recent & Trending (last 6 months). Only non-short videos (62+ seconds) are included. Data refreshes automatically via the YouTube API. Learn more about our methodology.