IOSAInstitute for Open Social Analytics
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@inspiringhappymindsetfactzzz

IOSA has measured 1 short video from this channel currently outperforming its own recent baseline in Pets & Animals (FI). The strongest measurement reached 951K views against a channel median of 53K, a VPI of +18.0x. These numbers come from the public platform API and compare the channel only with itself.

  1. #1
    +18.0xVPI RATIO
    YOUTUBEShortLvl 8 - Outlier

    The “Happy” Friend 🪄🥀 #shorts #relatable #broken #shortsfeed #trending #aesthetic #fyp #viral

    Baseline: 53K | Recorded: 951K

    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.