dmscales

How to read this channel

dmscales is a 21,200-subscriber channel working mainly in Explainer / Science, Tutorials / Tools, publishing first in English / Global. The radar tracks 3 of its uploads. Its strongest signal (breakout score 2.0× the dataset median) reaches 25.3× the channel's subscriber count and has averaged 3,025 views a day since it was published 177 days ago, on “The Entire Shorts Algorithm Explained in 180 Seconds…” (535,469 views). That is a lifetime average, not a current rate — one capture per video means this dataset cannot distinguish a video that is still climbing from one that already peaked. The API reports the audio track language as en.

There is one statistic this page deliberately does not print: a per-channel “share of uploads that reached 3×”. Every video on this site cleared that floor before it could be tracked at all, so the figure would read 100% for every channel and would distinguish nothing. What is left instead: 3 tracked uploads pulling 895,410 views between them, the strongest reaching 25.3× its audience. Repeated strong reach across several uploads is the part that suggests a format; one outlier is not. The hook patterns the tracker infers from its titles are completeness promise hook (2), number / list hook (1), and the production choices that repeat are no-face format (no host on camera), countdown / ranked structure in title.

What to copy and what to skip: copy the packaging pattern (title structure, the promise made in the first seconds, the episode length that keeps working) and skip the parts that only this channel can do — an existing subscriber base, cross-posting, or a back catalogue that feeds recommendations. Then compare this channel against the others on its category board: same niche, different market, different length. That comparison is where the transferable part usually hides.