Feldnotizenaus einer vermessenen Bibliothek
Was uns 3,487 vermessene Videos gelehrt haben
Wir bewerten YouTube-Videos danach, wie viel der Laufzeit tatsächlich liefert. Das sind die Muster, die auftauchten, sobald genug davon zusammenkamen.
Median Füllmaterial 40% Median-Beginn des nützlichen Teils 1:00 neu berechnet 4 Sep 2026
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Datenbericht1. Sep. 20267 Min.
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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Artikel26. Aug. 20265 Min.
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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Datenbericht26. Aug. 20266 Min.
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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Artikel26. Aug. 20266 Min.
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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Artikel26. Aug. 20265 Min.
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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Artikel26. Aug. 20266 Min.
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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Artikel26. Aug. 20265 Min.
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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Datenbericht26. Aug. 20266 Min.
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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Artikel26. Aug. 20265 Min.
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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Artikel26. Aug. 20265 Min.
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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Artikel26. Aug. 20265 Min.
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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Datenbericht26. Aug. 20265 Min.
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.