VVirola_Chan15.6M subscribers
Watch on YouTube gigi seram‼️nishadytverse
Outlier vs channel median1.3×Comparable-age T+72h
Current velocity376.3views per hour
Engagement0.2%likes + comments
ConfidenceHigh53 comparable videos
Where it broke away
Views at the same time after publishing—not lifetime totals.
Channel medianThis video
Why it qualifies
- At 72 hours, views are 1.3× the channel median.
- The baseline uses 53 comparable Shorts.
- The latest observed velocity is 376 views per hour.
Comparison windowComparable-age T+72h
This video at comparable age231.8K views
This video now231.8K views
Channel median at comparable age179.9K views
Sample53 videos