फ़ील्ड नोट्सनापी गई लाइब्रेरी से
3,487 नापे गए वीडियो ने हमें क्या सिखाया
हम YouTube वीडियो को इस आधार पर नंबर देते हैं कि रनटाइम का कितना हिस्सा असल में काम की चीज़ देता है। जब इतने वीडियो गिने जा सकें कि पैटर्न दिखें, तो ये वही पैटर्न हैं।
औसत फालतू हिस्सा 40% काम के हिस्से की औसत शुरुआत 1:00 फिर से गिना गया 4 Sep 2026
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डेटा रिपोर्ट1 सित. 20267 मिनट
A chapter list tells you where things are, not which one is worth watching
Section by section across 3,243 videos. The parts a chapter list would call content vary by 34 points inside a single video, and length barely predicts which is which.
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लेख26 अग. 20265 मिनट
How to build a watch-later list you actually finish
The list keeps growing because saving is free and watching is not. One rule, applied at the moment you save, fixes most of it.
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डेटा रिपोर्ट26 अग. 20266 मिनट
The shape of a YouTube video: 3,179 value curves overlaid
Average measured value climbs fast, holds through the middle two-thirds of a video, then falls sharply near the end. Here is the curve, from 3,179 videos.
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लेख26 अग. 20266 मिनट
How to stop wasting hours on YouTube tutorials that go nowhere
A four-question filter to run before you press play, built from measuring how much of a typical tutorial actually delivers versus how much just restates itself.
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लेख26 अग. 20265 मिनट
How to tell a good tutorial from a bad one in thirty seconds
Six signals readable from the page before you commit any time, each tied to something we can actually measure across the library rather than a hunch.
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लेख26 अग. 20266 मिनट
How to skip to the part of a YouTube video that actually matters
Five ways to find the useful part of a video without watching the setup, ranked from the one everybody already tries to the one that works before you press play.
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लेख26 अग. 20265 मिनट
How to search inside a long video without watching the whole thing
Browser search only reaches the text on the page, not what's said. Chapters, comments, and the written record of the video each cover a different gap.
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डेटा रिपोर्ट26 अग. 20266 मिनट
Runtime is a useless filter: longer videos carry less padding, not more
Padding falls from 45% under ten minutes to 28% over an hour, and measured value rises the same way. Picking the shorter video is, on average, backwards.
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लेख26 अग. 20265 मिनट
Is watching at 2x speed actually helping you learn?
Speed compresses a video uniformly, filler and substance alike. Where doubling the speed helps, where it quietly breaks comprehension, and what it does not fix.
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लेख26 अग. 20265 मिनट
How to find advanced material when everything YouTube recommends is beginner-level
Search tricks and channel patterns that reliably surface advanced material, and why the ordinary search results skew introductory in the first place.
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लेख26 अग. 20265 मिनट
How to evaluate a YouTube channel before you subscribe
Three channel-level signals that predict whether a creator is worth following, separate from whether any single video of theirs was good.
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डेटा रिपोर्ट26 अग. 20265 मिनट
Which subjects are worth your time: measured value across twenty subjects
Science scores highest of twenty measured subjects at 66.9; travel lowest at 38.4. The same subjects also carry the least padding and the most honest titles.