PPanda Shorts23.5M subscribers
Watch on YouTube My Friend Sent me this at 3AM💀💀💀
Outlier vs channel median—Awaiting comparable sample
Current velocity—needs two snapshots
Engagement2.2%likes + comments
ConfidenceLowno comparable sample yet
Where it broke away
Views at the same time after publishing—not lifetime totals.
This video
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 now160.7K views
Channel median at comparable age—
Sample—