GGiuliana Mafra16.7M subscribers
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Outlier vs channel median2.6×Comparable-age T+168h
Current velocity—needs two snapshots
Engagement3.8%likes + comments
ConfidenceHigh11 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 2.6× the channel median.
- The baseline uses 11 comparable Shorts.
Comparison windowComparable-age T+168h
This video at comparable age11.1M views
This video now11.1M views
Channel median at comparable age4.2M views
Sample11 videos