IOSAInstitute for Open Social Analytics
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@maincharacter-h8p

IOSA has measured 4 short videos from this channel currently outperforming its own recent baseline in Film & Animation (PL). The strongest measurement reached 441K views against a channel median of 22K, a VPI of +20.2x. These numbers come from the public platform API and compare the channel only with itself.

  1. #1
    +20.2xVPI RATIO
    YOUTUBEShortLvl 8 - Outlier

    POV Every feeling you get when the teacher picks you to answer 🏫😂 #comedy #funny #relatable #short

    Baseline: 22K | Recorded: 441K

    View Analysis
  2. #2
    +13.4xVPI RATIO
    YOUTUBEShortLvl 7 - Super Viral

    THAT ONE SPOILED RICH GIRL ON VACATION 🏖️😂 #comedy #funny #relatable #shorts

    Baseline: 13K | Recorded: 176K

    View Analysis
  3. #3
    +10.0xVPI RATIO
    YOUTUBEShortLvl 7 - Super Viral

    Cringey Moments Episode 106 #shorts #comedy

    Baseline: 28K | Recorded: 279K

    View Analysis
  4. #4
    +9.8xVPI RATIO
    YOUTUBEShortLvl 6 - Viral

    Send this to your desk‑mate best friend from school #shorts #relatable #school

    Baseline: 34K | Recorded: 336K

    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.