VViralHog30.2M subscribers
Watch on YouTube She’s a Good Fibber || ViralHog
Outlier vs channel median0.4×Comparable-age T+24h
Current velocity89.3views per hour
Engagement2.2%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 24 hours, views are 0.4× the channel median.
- The baseline uses 10 comparable Shorts.
- The latest observed velocity is 89 views per hour.
Comparison windowComparable-age T+24h
This video at comparable age14.8K views
This video now17K views
Channel median at comparable age36.5K views
Sample10 videos