IOSA - Institute for Open Social Analytics
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@makowkamusicfamilylove

2 long-form videos from this channel first observed in Most Popular, still charting or since left (Howto & Style, PL). Each one is measured against the median of the same channel's long-form videos published 7-90 days before it. The figures come from the official YouTube API and compare the channel only with itself.

  1. #1
    Peak VPIBelow level 1 (1.5x)
    Left Most Popular - 5 days, left 25 Oct 2026YOUTUBELong

    VLOG: Girl of Kielce, but make it wieś 💅

    Baseline: 104K | Views: 134K

    View Analysis
  2. #2
    VPIBelow level 1 (1.5x)
    In Most Popular - day 2YOUTUBELong

    VLOG: MÓJ KULINARNY DEBIUT! 🎃👩‍🍳

    Baseline: 106K | Views: 88K

    View Analysis

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