when manipulation is ur middle name

Name: when manipulation is ur middle name
Uploaded: 2026-07-01T23:08:56+08:00
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356.9K views1 minJul 1, 2026Short

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Outlier vs channel median—Awaiting comparable sample

Current velocity—needs two snapshots

Engagement3.9%likes + comments

ConfidenceLow2 comparable videos

Where it broke away

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Last observed 10/4/2026, 6:44:14 PM

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This video at comparable age—

This video now356.9K views

Channel median at comparable age251.6K views

Sample2 videos