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@python_easy_ru: statistics and cleanliness index

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Сайт: https://easyoffer.ru/ Все каналы: t.me/+xGeAw6ckJ4liYzQy Контакт для рекламы: @sendme_ads

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Grade A+ metrics look normal cleanliness index
data from 2026-10-22
Subscribers
12,606
Median views
865
ERR
6.9%
Posts sampled
40
Niche Education
Post language Russian 92% of posts
Channel age 3 years

Data from 2026-10-22 — 15 days old.

Assessment summary

A Python channel in a “question — answer” format: breakdowns of interview topics with code examples, occasional ads and job roundups.

A smaller share of subscribers sees a post than in most similar catalog channels: ERR 6.9% with a median of 865 views, while reactions gather 0.21% of views. At the same time, about 39% of message numbers are missing — part of the feed has been deleted, and the data does not show what was in it.

About the channel

A channel about Python for those preparing for interviews: almost every post is a question and an answer breakdown with code examples. It has been run for more than three years, written in Russian, mostly in text, occasionally with an image.

In the catalog, @pythonist_ru, @easy_java_ru, and @easy_swift are nearby. This channel has fewer subscribers than @pythonist_ru but is larger than @easy_swift, and the share of subscribers who see a post is lower than @pythonist_ru's (6.9% vs. 7.3%) and noticeably lower than @easy_java_ru and @easy_swift (10% and 10.4%).

What it publishes:

  • Interview questions: breakdowns on public methods, set, str and repr, the walrus operator.
  • Django and SQL practice: migrations, middleware, the difference between WHERE and HAVING.
  • Algorithms and data structures: complexity of merge sort, dynamic programming.
  • Ads and job openings: an open lesson on Telegram bots and job roundups for Python developers.

Posts are published 2.2 times a day, more often during the day and in the evening on weekdays; there are no reposts from other channels. The feed is short text breakdowns with code; there is little advertising, roughly every twentieth post.

By subscribers, it ranks #19 of 26 channels in the Education niche of the catalog.

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 8 Education catalog channels whose metrics look normal. They are a similar size: 5,163 to 37,472 subscribers.

ERR (reach) lower than 6 of 8
@python_easy_ru 6.9%
similar channels median 21.4%
Reactions per 100 views lower than 7 of 7
@python_easy_ru 0.21
similar channels median 0.5

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

Scroll horizontally to see the full charts.

Views by post

The latest 40 posts with views, from Oct 4 to Oct 22. The dashed line is the median (865).

05551.1KOct 4: 948 viewsOct 4: 951 viewsOct 5: 868 viewsOct 5: 908 viewsOct 6: 973 viewsOct 6: 860 viewsOct 7: 863 viewsOct 7: 1,111 viewsOct 7: 1,014 viewsOct 8: 1,078 viewsOct 8: 932 viewsOct 9: 908 viewsOct 9: 791 viewsOct 10: 934 viewsOct 10: 845 viewsOct 11: 955 viewsOct 11: 922 viewsOct 12: 1,071 viewsOct 12: 957 viewsOct 13: 1,031 viewsOct 13: 918 viewsOct 14: 961 viewsOct 14: 938 viewsOct 15: 862 viewsOct 15: 872 viewsOct 16: 835 viewsOct 16: 830 viewsOct 17: 729 viewsOct 17: 686 viewsOct 18: 615 viewsOct 19: 735 viewsOct 19: 671 viewsOct 20: 661 viewsOct 20: 667 viewsOct 21: 635 viewsOct 21: 663 viewsOct 21: 584 viewsOct 22: 537 viewsOct 22: 375 viewsOct 22: 146 views Oct 4Oct 22
  • post views
  • 3 posts newer than one day and still gaining views
  • median 865

Maximum: 1,111 views. Data as of Oct 22.

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 456–649 people will see your post in the first 48 hours.

Reach of advertising posts

Too few advertising posts to compare: 1. 3 more are too fresh.

Without an ad label: 2 posts.

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 @python_easy_ru

Is the @python_easy_ru channel clean?

Cleanliness index — 100 out of 100, grade A+, level “metrics are normal.” No signals that lower the index were found during the check.

What is the channel's post reach?

The median number of views is 865 with 12.6K subscribers, meaning a post is seen by about 6.9% of the base. Reactions gather 0.21% of views.

Can ads be placed here?

Placement is marked as justified. There are few ad posts in the sample — about 5%, so separate reach for ad posts was not calculated.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-10-22
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 @python_easy_ru assessment dated 2026-10-22 uses 40 recent public posts. At that snapshot the channel had 12,606 subscribers, median post views were 865, ERR was 6.9%, 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/obsessed_with_ai.