RRanwa Family25.8M subscribers
Watch on YouTube Mama panipuri kha Lo #shorts #panipuri #funny #viral
Outlier vs channel median1.0×Comparable-age T+168h
Current velocity—needs two snapshots
Engagement0.6%likes + comments
ConfidenceMedium9 comparable videos
Where it broke away
Views at the same time after publishing—not lifetime totals.
Channel medianThis video
Why it qualifies
- At 168 hours, views are 1.0× the channel median.
- The baseline uses 9 comparable Shorts.
Comparison windowComparable-age T+168h
This video at comparable age—
This video now1.7M views
Channel median at comparable age1.3M views
Sample9 videos