PPanda Shorts23.5M subscribers
Watch on YouTube Real or Cake ❓🍰 | 9
Outlier vs channel median—Awaiting comparable sample
Current velocity—needs two snapshots
Engagement1.1%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 now1M views
Channel median at comparable age—
Sample—