IOSA - Institute for Open Social Analytics
All segments

@mufila2378

2 long-form videos from this channel first observed in Most Popular, still charting or since left (News & Politics, ID). 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 VPI
    +10.0xLvl 3 - Rising
    Left Most Popular - 3 days, left 18 Oct 2026YOUTUBELong

    Berkelas! Detik-detik Satu Persatu Lawan Politik Gibran Dibikin Malu Oleh Kader PSI

    Baseline: 37K | Views: 367K

    View Analysis
  2. #2
    VPI
    +6.4xLvl 2 - Moderate
    In Most Popular - day 4YOUTUBELong

    Ketika Udin Kalah Debat Sama Tim Gibran, Kebohongan Yg Terungkap

    Baseline: 60K | Views: 388K

    View Analysis

Is this your channel?

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, write to iosa.research.lab@gmail.com and your records are hidden from public pages. They are never deleted: the index is a research series and stays complete.