Discover/Video analysis
VValuetainment7.2M subscribers

Some Actions Can't Be EXCUSED

5K views0 minOct 7, 2026Short
Watch on YouTube
Outlier vs channel median—Unlocks at T+24h · in 18h
Current velocity—needs two snapshots
Engagement8.1%likes + comments
ConfidenceLowno comparable sample yet

This video is 6h old. Outlier scoring needs a comparable-age baseline, which arrives at T+24h (in 18h). Until then, the signal is limited to the first snapshots being collected.

Where it broke away

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

Last observed 10/7/2026, 3:17:28 AM
Channel medianThis video
2.8K8.6K14.4K20.2K26KPublished76h

Why it qualifies

  • More historical same-age snapshots are needed before this video can be classified reliably.
Comparison windowNot scored (<24h)
This video at comparable age—
This video now5K views
Channel median at comparable age—
Sample—
Some Actions Can't Be EXCUSED — growth analysis · Signal Hunt