IOSAInstitute for Open Social Analytics
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@dacoedits1

IOSA has measured 2 short videos from this channel currently outperforming its own recent baseline in Entertainment (PL). The strongest measurement reached 947K views against a channel median of 210K, a VPI of +4.5x. These numbers come from the public platform API and compare the channel only with itself.

  1. #1
    +4.5xVPI RATIO
    YOUTUBEShortLvl 4 - Trending

    Kuba Przechytrzył Ludwika🤣 #shorts

    Baseline: 210K | Recorded: 947K

    View Analysis
  2. #2
    +1.4xVPI RATIO
    YOUTUBEShortLvl 1 - Standard

    Kuba Ma To Po Tacie🤣 #shorts

    Baseline: 220K | Recorded: 316K

    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.