TG Inspector TG Inspector Add a channel
Avatar of @by_miracles

@by_miracles: statistics and cleanliness index

Drops by Miracles

вайб-кодим в основном ai shop: @BolotoStore_bot chat: @talk_miracles owner: @ogmiracles projects: @projects_miracles

Share this report
Telegram

Grade A+ metrics look normal cleanliness index
data from 2026-08-27
Subscribers
2,163
Median views
1,760
ERR
81.4%
Posts sampled
40
Niche Computer science

Data from 2026-08-27 — 46 days old.

Assessment summary

The channel demonstrates high engagement with reach exceeding 80% of its subscriber base, which is typical for compact creator resources with a niche focus on neural networks and development. With a posting rate of 1.2 posts per day and a minimal ad share (2%), a post will not get lost in the feed and will receive the audience's full attention.

The main limitation is a small absolute reach of around 1,760 views, so placement is oriented toward targeted IT offers rather than mass reach.

What grade A+ means

The metrics agree with each other: views and reactions are distributed as usual, and almost no signals lower the index.

Compared with similar channels

Compared with 15 Computer science catalog channels whose metrics look normal. They are a similar size: 1,655 to 6,418 subscribers.

ERR (reach) higher than 14 of 15
@by_miracles 81.4%
similar channels median 17.4%
Reactions per 100 views higher than 8 of 14
@by_miracles 0.96
similar channels median 0.7

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 23 to Aug 26. The dashed line is the median (1,760).

01.5K3KJul 23: 2,196 viewsJul 23: 1,961 viewsJul 24: 1,903 viewsJul 24: 1,743 viewsJul 24: 2,084 viewsJul 25: 2,311 viewsJul 26: 2,955 viewsJul 27: 1,916 viewsJul 28: 2,081 viewsJul 29: 2,137 viewsJul 31: 1,815 viewsAug 1: 1,620 viewsAug 2: 1,757 viewsAug 3: 2,055 viewsAug 3: 1,763 viewsAug 4: 1,942 viewsAug 5: 1,805 viewsAug 7: 1,918 viewsAug 7: 1,890 viewsAug 8: 1,958 viewsAug 10: 1,771 viewsAug 11: 1,832 viewsAug 12: 1,721 viewsAug 12: 1,463 viewsAug 13: 1,579 viewsAug 14: 1,605 viewsAug 15: 1,445 viewsAug 15: 1,783 viewsAug 17: 1,555 viewsAug 18: 1,384 viewsAug 19: 1,627 viewsAug 21: 1,391 viewsAug 22: 1,307 viewsAug 23: 1,143 viewsAug 24: 1,053 viewsAug 25: 905 viewsAug 25: 876 viewsAug 26: 749 viewsAug 26: 739 viewsAug 26: 700 views Jul 23Aug 26
  • post views
  • 3 posts newer than one day and still gaining views
  • median 1,760

Maximum: 2,955 views. Data as of Aug 27.

No deviations in views. Views are only part of the metrics, so look at the whole index.

Cleanliness-index history

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

Advertising outlook

Advertising placement: reasonable.

About 739–876 people will see your post in the first 48 hours.

Reach of advertising posts

Too few advertising posts to compare: 1.

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 @by_miracles

Is it safe to buy ads on this channel?

Yes, the audit recorded a risk score of 0/100 with high confidence, open comments, and a natural view distribution.

How many views will a sponsored post get?

The median reach is around 1,760 views (ERR around 81%), covering the vast majority of the subscriber base.

Why is placing ads on this channel considered worthwhile?

The feed is not overloaded with ads (only 2% of posts), and posts are published infrequently, allowing the ad to stay noticeable for a long time.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-08-27
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 @by_miracles assessment dated 2026-08-27 uses 40 recent public posts. At that snapshot the channel had 2,163 subscribers, median post views were 1,760, ERR was 81.4%, and the cleanliness index was 100/100.
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.