Lume
@lume-channel
How to read this report
- Typical views is what a normal video on this channel gets: 126.1K. Half its recent videos got more, half got fewer. “2.0× typical views” means a video got twice that.
- Stronger and weaker videos are the ones that beat or fell short of typical views. Each pattern is something that shows up more in one group, with a real example from the channel.
- Link strength (modest, clear or strong) is how reliably a trait goes with more or fewer views here. The colored bar under each pattern shows it.
- A pattern, not a promise. It shows what has gone along with views on this channel, not what caused them. Treat each one as something to test in your next video.
What do “rho” and “p” mean?
rho is the link strength as a number from −1 to +1. 0 means the trait has nothing to do with views. A plus sign means videos with the trait tend to get more views; a minus sign, fewer. On real YouTube channels, anything past 0.3 either way is a clear link.
p is the odds the link is just luck. We shuffle this channel's view counts across its videos hundreds of times and count how often a shuffle shows a link this strong anyway. p 0.05 means about 1 time in 20. Smaller is better; anything worse than about 1 in 10 is left off this page.
Example: “rho +0.37, p 0.05” reads as “a clear link to more views, with about a 1-in-20 chance it's luck.”
What this channel's stronger videos have in common
Traits that go with more views than this channel's typical video.
More specific titles tend to get more views on this channel.
Specific titles tell the viewer what the video covers before they commit. Across 23 videos it's a clear link, and the odds it's just luck are about 1 in 67 (rho +0.44, p 0.01).
Example from this channel:
“Pepsi Spent $2 Million to Stop One Kid”
What this channel's weaker videos have in common
Traits that go with fewer views than this channel's typical video.
Focuses on passive background narrative details
Example from this channel:
“Behind him, 300 officers, snipers on the rooftops, 6 hours of live television, a block sealed since lunchtime.”
The biggest drag on views
Lower performing videos often begin with broad organizational collapses, meta channel drama, or passive crime scene retrospectives rather than framing the scene around an individual consumer or underdog exploiting a precise, relatable oversight.
One thing to try in your next video
Open your next script with the payoff stated in the first line, the way your top three videos already do, instead of easing in.
The scan found more than it is showing you
These are the headline findings. Your email unlocks the rest of the report:
- 2 more patterns from the stronger videos, with examples
- 2 more patterns from the weaker videos, with examples
- The exact number of views the weaker videos fell short
- One thing to try in your next video, from this channel's own numbers
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This is Lume's scan. Your channel has patterns too, and the scan reads them from your own uploads.
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