Public engagement
Above reference4.9% like rate · 1.6% top-channel median
Sample channel audit
An example of the findings Channel Wise can draw from public channel data.
4.9% like rate · 1.6% top-channel median
Average across analyzed uploads
25m 27s average · 80 videos
94% have detected text · 50 analyzed
Channel findings
Median public views: 3,628 among 16 videos in the leading group.
80 videos across 5 length groups
Median lifetime public views
These groups are based on this channel's duration distribution. Video age, topic, and format may also explain view differences.
Groups contain roughly equal numbers of videos; bars show median lifetime public views. Examples are near the leading group's median. Rounded labels may share a boundary, but the groups are distinct. A leading group is not an ideal length rule.
Median public views: question titles 1,596 (n=33); other titles 1,992 (n=47).
80 titles analyzed
Median lifetime public views
Public view differences are associations. Topic, video age, and other changes may affect the comparison.
Median lifetime public views within each detected group. Examples are closest to each group's median.
Supporting analysis
Public reactions per view. These rates do not measure retention.
Length groups contain roughly equal numbers of analyzed videos.
Observed differences in public views need both group counts.
Face and text detection are descriptive; a view comparison needs both groups.
Performance by video length
Reference: top channels. This is context, not a matched control group.
Reference point
Patterns among top channels
Publishing rhythm
| Year | Jan | Feb | Mar | Apr | May | Jun | Jul | Aug | Sep | Oct | Nov | Dec |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2024 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 6 |
| 2025 | 5 | 4 | 3 | 5 | 6 | 4 | 7 | 6 | 5 | 4 | 4 | 5 |
| 2026 | 2 | 3 | 1 | 0 | 3 | 0 | 1 | 0 | 4 | 0 | 0 | 0 |
Your channel
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