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@program_job: statistics and cleanliness index

Работа для программиста | IT вакансии

РАБОТА ДЛЯ ПРОГРАММИСТОВ💥 💥 ВАКАНСИИ💥 В IT для ПРОГРАММИСТОВ ✅ Разместить вакансию или резюме ➡️➡️ @Helloo81 ✅Реклама ➡️➡️ @Helloo81

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Grade A metrics look normal cleanliness index
data from 2026-09-08
Subscribers
5,459
Median views
246
ERR
4.5%
Posts sampled
39

Data from 2026-09-08 — 30 days old.

Assessment summary

The channel demonstrates a natural distribution of views (CV 0.36) with no signs of manipulation; however, with an intensity of 17 posts per day, an ad quickly disappears from the audience's focus.

With an audience base of over 5.4 thousand subscribers, a post gathers a median of only around 250 views, which means the return from a single placement may be minimal.

What grade A means

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

Channel content

📣 Heavy advertising load

Third-party ad integrations of courses and info products appear among the vacancy feed.

Compared with similar channels

Compared with 11 Job Listings catalog channels whose metrics look normal. They are a similar size: 1,884 to 10,970 subscribers.

ERR (reach) lower than 11 of 11
@program_job 4.5%
similar channels median 19%

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 39 posts with views, from Sep 6 to Sep 8. The dashed line is the median (246).

0206412Sep 6: 412 viewsSep 6: 389 viewsSep 6: 374 viewsSep 6: 360 viewsSep 6: 361 viewsSep 6: 354 viewsSep 6: 333 viewsSep 6: 309 viewsSep 7: 281 viewsSep 7: 290 viewsSep 7: 246 viewsSep 7: 236 viewsSep 7: 245 viewsSep 7: 248 viewsSep 7: 287 viewsSep 7: 282 viewsSep 7: 259 viewsSep 7: 275 viewsSep 7: 265 viewsSep 7: 245 viewsSep 7: 207 viewsSep 7: 235 viewsSep 7: 243 viewsSep 7: 274 viewsSep 7: 312 viewsSep 8: 251 viewsSep 8: 215 viewsSep 8: 199 viewsSep 8: 150 viewsSep 8: 169 viewsSep 8: 174 viewsSep 8: 149 viewsSep 8: 145 viewsSep 8: 161 viewsSep 8: 138 viewsSep 8: 102 viewsSep 8: 91 viewsSep 8: 80 viewsSep 8: 65 views Sep 6Sep 8
  • post views
  • 14 posts newer than one day and still gaining views
  • median 246

Maximum: 412 views. Data as of Sep 8.

What could not be calculated

View build-up not assessed: the channel posts often, and every post is newer than a week.

Cleanliness-index history

2 checks for this channel.

050100Jun 18: index 80, grade BJun 18Sep 8: index 85, grade ASep 8

Advertising outlook

Advertising placement: questionable.

Only a small share of subscribers sees the posts.

About 187–275 people will see your post in the first 48 hours.

Reach of advertising posts

No advertising posts among the latest 39.

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.

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

Questions about @program_job

Is the channel safe in terms of fake engagement?

Yes, the deterministic check assigned the channel a low risk score (15 out of 100), and the view variance remains within natural norms.

Why is the advertising viability marked as questionable?

The reach metric is low: the median views are just 246 with an audience of over 5,400 subscribers (ERR around 4.5%). Given the high posting frequency, an ad gets lost quickly in the stream of posts.

What result should be expected from a placement?

Expect a reach of around 200–250 views per post, as the audience sees only a small fraction of the published content.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-09-08
Sample
The latest 39 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 @program_job assessment dated 2026-09-08 uses 39 recent public posts. At that snapshot the channel had 5,459 subscribers, median post views were 246, ERR was 4.5%, and the cleanliness index was 85/100.
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.

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.