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@demesickk: statistics and cleanliness index

Бизнес с Китаем | Дмитрий Хван

На связи Дима Хван — основатель компании по доставке из Китая) Тут все о бизнесе с Китаем 📦 № 4976642152 Номер регистрации блога в Роскомнадзоре

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Grade A metrics look normal cleanliness index
data from 2026-10-08
Subscribers
26,880
Median views
955
ERR
3.6%
Posts sampled
40
Niche Computer science
Post language Russian
Channel age 5 years

Data from 2026-10-08 — fresh.

Assessment summary

An author's blog about the use of neural networks in media and business: the author analyzes video generation, AI character creation, and personal projects.

Ad placement here is considered questionable due to low reach: new publications gather an average of less than a thousand views, meaning posts are seen by a small share of subscribers (ERR around 3.55%). With irregular posting, a publication may receive modest reach relative to the base of 26.8 thousand people.

What grade A means

Metrics look normal: no signals lowering the index were found, or they are weak.

Compared with similar channels

Compared with 28 Computer science catalog channels whose metrics look normal. They are a similar size: 11,340 to 64,140 subscribers.

ERR (reach) lower than 26 of 28
@demesickk 3.6%
similar channels median 10.7%
Reactions per 100 views lower than 18 of 26
@demesickk 0.24
similar channels median 0.37

This is not a niche norm: only catalog channels are included. A high ERR is not always a plus: if the other metrics do not support it, the index goes down.

Dynamics and anomalies

Views by post

The latest 40 posts with views, from Jul 20 to Sep 25. The dashed line is the median (955).

08491.7KJul 20: 819 viewsJul 21: 918 viewsJul 21: 795 viewsJul 22: 733 viewsJul 22: 884 viewsJul 22: 885 viewsJul 23: 976 viewsJul 24: 1,274 viewsJul 24: 1,255 viewsJul 24: 1,220 viewsJul 27: 1,163 viewsJul 29: 992 viewsJul 30: 1,143 viewsJul 31: 1,194 viewsAug 4: 1,031 viewsAug 4: 1,056 viewsAug 5: 1,201 viewsAug 6: 1,197 viewsAug 7: 1,320 viewsAug 11: 968 viewsAug 12: 1,150 viewsAug 13: 1,235 viewsAug 14: 1,270 viewsAug 17: 1,579 viewsAug 19: 1,699 viewsSep 10: 1,185 viewsSep 15: 942 viewsSep 16: 779 viewsSep 16: 753 viewsSep 17: 784 viewsSep 18: 836 viewsSep 21: 734 viewsSep 24: 452 viewsSep 24: 446 viewsSep 24: 394 viewsSep 24: 408 viewsSep 24: 440 viewsSep 24: 483 viewsSep 24: 511 viewsSep 25: 599 views Jul 20Sep 25
  • post views
  • median 955

Maximum: 1,699 views. Data as of Oct 8.

What could not be calculated

View build-up not assessed: there were no posts newer than one day.

Cleanliness-index history

The channel's data has been collected once — the chart will appear after the next update.

Advertising outlook

Advertising placement: questionable.

Only a small share of subscribers sees the posts.

About 509 people will see your post in the first 48 hours.

Few recent posts, so this is a rough forecast.

Reach of advertising posts

No advertising posts among the latest 40.

Buy advertising

Telegram ads are sold on these marketplaces — they have channel catalogs, prices, and checkout.

We don't sell ads. This channel may not be listed there.

Where to buy advertising

Affiliate links: we get a commission. It never affects the channel's score.

Questions about @demesickk

What is the purity index of the channel @demesickk?

The channel's purity index is 88 out of 100, which corresponds to grade A and the "metrics are normal" level. There are no critical deviations or sharp spikes in metric behavior.

Why is ad placement marked as questionable?

The reason for the verdict is the low share of active audience: publications are viewed by about 3.55% of subscribers, with a median of 955 views. Because of this, the return on an integration targeting a large subscriber base may turn out to be limited.

What is the audience activity in the channel?

Publications are released at an average frequency of 0.6 posts per day, with comments closed and reactions left by only a small fraction of readers. At the time of the review, the latest post was published almost two weeks ago.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-10-08
Sample
The latest 40 public posts available at check time.
Calculation method
TG Inspector calculates metrics from the saved snapshot and combines independent signals into a deterministic 0–100 cleanliness index.
Factual result
The @demesickk assessment dated 2026-10-08 uses 40 recent public posts. At that snapshot the channel had 26,880 subscribers, median post views were 955, ERR was 3.6%, and the cleanliness index was 88/100.
Limitations
This is a probabilistic assessment based on public data: it describes metrics, not the owner's actions, and is not a real-time measurement.

Full methodology and interpretation rules

This automated assessment is probabilistic: it describes the channel's public metrics, not its owner's actions. The index and grade are calculated from public data and are not changed on request. Channel owners can request removal of the page — t.me/TGinspector_ru.