
VValuetainment7.2M subscribers
Watch on YouTube Some Actions Can't Be EXCUSED
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.
Channel medianThis video
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—