Discover/Video analysis
VVsauce25.2M subscribers

The g-Effect

4.1M views2 minOct 30, 2025
Watch on YouTube
Outlier vs channel median—Awaiting comparable sample
Current velocity—needs two snapshots
Engagement7.3%likes + comments
ConfidenceLow1 comparable video

Where it broke away

Views at the same time after publishing—not lifetime totals.

Last observed 10/4/2026, 6:35:33 PM
This video
4.0876M4.0896M4.0916M4.0937M4.0957M8137h8161h

Why it qualifies

  • More historical same-age snapshots are needed before this video can be classified reliably.
Comparison windowAwaiting comparable sample
This video at comparable age—
This video now4.1M views
Channel median at comparable age2.8M views
Sample1 video
The g-Effect — growth analysis · Signal Hunt