IOSA - Institute for Open Social Analytics
All segments

@vumani-films

2 long-form videos from this channel first observed in Most Popular, still charting or since left (Entertainment, ZA). 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
    +1.7xLvl 1 - Standard
    Left Most Popular - 5 days, left 10 Oct 2026YOUTUBELong

    SUGAR MAMA WANT TO MARRY TWO BEN10's

    Baseline: 63K | Views: 113K

    View Analysis
  2. #2
    Peak VPI
    +1.6xLvl 1 - Standard
    Left Most Popular - 1 day, left 12 Oct 2026YOUTUBELong

    Ushele insizwa kwamangala abaningi efuna ukuzilungisela yona ❤️💓 Ep356

    Baseline: 60K | Views: 97K

    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.