Discover/Video analysis
KKy virals123K subscribers

Do u think this is a good training? #shorts

6.5K views0 minAug 3, 2026Short
Watch on YouTube
Outlier vs channel median1.0×Comparable-age T+720h
Current velocity—needs two snapshots
Engagement1.1%likes + comments
ConfidenceLow3 comparable videos

Where it broke away

Views at the same time after publishing—not lifetime totals.

Last observed 10/7/2026, 3:17:28 AM
This video
6.1K7.1K8K8.9K9.9K671h1589h

Why it qualifies

  • At 720 hours, views are 1.0× the channel median.
  • The baseline uses 3 comparable Shorts.
Comparison windowComparable-age T+720h
This video at comparable age—
This video now6.5K views
Channel median at comparable age9.5K views
Sample3 videos
Do u think this is a good training? #shorts — growth analysis · Signal Hunt