IOSAInstitute for Open Social Analytics
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@shiba_diva

IOSA has measured 3 short videos from this channel currently outperforming its own recent baseline in Entertainment (US). The strongest measurement reached 3.7M views against a channel median of 221K, a VPI of +16.9x. These numbers come from the public platform API and compare the channel only with itself.

  1. #1
    +16.9xVPI RATIO
    YOUTUBEShortLvl 8 - Outlier

    Dad was SHOCKED by his Daughter?! (via: billy_sleeptokker/IG) #shorts #trending #viral #family

    Baseline: 221K | Recorded: 3.7M

    View Analysis
  2. #2
    +15.2xVPI RATIO
    YOUTUBEShortLvl 8 - Outlier

    Cutest Moment During an NBA Game? (via: stillscrawny/TT) #shorts #trending #viral #family #cute

    Baseline: 178K | Recorded: 2.7M

    View Analysis
  3. #3
    +6.5xVPI RATIO
    YOUTUBEShortLvl 5 - Breakout

    Dog Meets Dad After 6 Months! (via: moliday66/TT) #shorts #trending #viral #love #happy

    Baseline: 282K | Recorded: 1.8M

    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.