IOSAInstitute for Open Social Analytics
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@marianaybethcast

IOSA has measured 2 short videos from this channel currently outperforming its own recent baseline in Entertainment (CL). The strongest measurement reached 2.5M views against a channel median of 38K, a VPI of +64.3x. These numbers come from the public platform API and compare the channel only with itself.

  1. #1
    +64.3xVPI RATIO
    YOUTUBEShortLvl 10 - Hyper Outlier

    Nunca desafíen a beth cast #bethcast #elmariana #shorts #parati

    Baseline: 38K | Recorded: 2.5M

    View Analysis
  2. #2
    +23.7xVPI RATIO
    YOUTUBEShortLvl 8 - Outlier

    Pov Tú peluquero te recomienda otro color #bethcast #elmariana #shorts #parati

    Baseline: 97K | Recorded: 2.3M

    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.