IOSAInstitute for Open Social Analytics
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@datadominion-z7i

IOSA has measured 2 short videos from this channel currently outperforming its own recent baseline in Film & Animation (IE). The strongest measurement reached 2.3M views against a channel median of 94K, a VPI of +24.8x. These numbers come from the public platform API and compare the channel only with itself.

  1. #1
    +24.8xVPI RATIO
    YOUTUBEShortLvl 8 - Outlier

    When your ex sees the glow up #shorts

    Baseline: 94K | Recorded: 2.3M

    View Analysis
  2. #2
    +22.9xVPI RATIO
    YOUTUBEShortLvl 8 - Outlier

    POV: You're a billionaire's assistant #shorts

    Baseline: 121K | Recorded: 2.8M

    View Analysis

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Every measurement above has its own analysis page with the full breakdown, and a free digital plaque you can download. Nothing is gated and nothing is for sale. If you would rather not appear here at all, write to iosa.research.lab@gmail.com and we remove the channel.