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YouTube

Section: Video platforms · yt

The YouTube page focuses on subscribers, video volume, channel views, and VR/LR/CR medians. What matters here is not just subscriber count, but also video quality and publishing frequency.

What this page includes

A metric table, worked examples, and short platform-specific notes.

How to read the examples

All numbers are illustrative. They are here to explain the formula, not to describe a specific account.

Which metrics this page shows

Metric Key Type How to read it
YT subs yt_subscriberCount Count A direct count without extra recalculation.
Videos yt_videoCount Count A direct count without extra recalculation.
Total views yt_viewCount Count A direct count without extra recalculation.
Publication rate yt_ppd Posting rate How many publications come out per day on average within the selected period.
VR (median) VR_median Percent Typical VR across publications.
Like rate (median) LR_median Percent Typical LR across publications.
Comment rate (median) CR_median Percent Typical comment rate across publications.

Example: cadence and median calculation

For video platforms, posting frequency and typical per-video metrics are usually the most important. Below is a sample calculation.

Inputs

  • Period: 28 days
  • Videos: 8

Calculation steps

  1. Publication rate
    8 / 28
    = 0.29 videos/day
  2. VR (median)
    median([4.20, 5, 6.80, 9.30, 12.10])
    = 6.80%
  3. Like rate (median)
    median([1.10, 1.40, 1.70, 2, 2.80])
    = 1.70%
  4. Comment rate (median)
    median([0.08, 0.10, 0.12, 0.16, 0.20])
    = 0.12%
  5. Total views of the set
    Sum of views across all videos included in the analysis
    = 640 000 views

If there are no valid values for a median, dstat returns an empty field rather than a fake 0%.

Platform-specific nuances

  • VR_median, LR_median, and CR_median are medians of per-video values rather than totals for the whole channel.
  • yt_ppd shows how often the channel published videos in the selected period.
  • Content metrics such as average_duration_sec, upload_consistency, and best_weekday add context but do not replace the quality medians.
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