GGlipz51.7K subscribers
Watch on YouTube Ma'am, please fix him 😭🙏
Outlier vs channel median1.0×Comparable-age T+168h
Current velocity—needs two snapshots
Engagement3.8%likes + comments
ConfidenceHigh10 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 10 comparable Shorts.
Comparison windowComparable-age T+168h
This video at comparable age—
This video now4.3M views
Channel median at comparable age46.8K views
Sample10 videos