vvidIQ2.4M subscribers
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Outlier vs channel median1.0×Comparable-age T+168h
Current velocity—needs two snapshots
Engagement5.0%likes + comments
ConfidenceLow4 comparable videos
Where it broke away
Views at the same time after publishing—not lifetime totals.
Channel medianThis video
Why it qualifies
- At 168 hours, views are 1.0× the channel median.
- The baseline uses 4 comparable Shorts.
Comparison windowComparable-age T+168h
This video at comparable age—
This video now5K views
Channel median at comparable age4.2K views
Sample4 videos