IOSA - Institute for Open Social Analytics
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@thecarcarenut

2 long-form videos from this channel first observed in Most Popular, still charting or since left (Autos & Vehicles, CA). 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
    +2.0xLvl 1 - Standard
    Left Most Popular - 2 days, left 24 Oct 2026YOUTUBELong

    This is Why There's a Mechanic Shortage

    Baseline: 242K | Views: 493K

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

    Did Toyota Quality Go Down in 2026?

    Baseline: 267K | Views: 194K

    View Analysis

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