Active channel: 20 posts in the index in 30 days, reach ≈2.8% of the audience, audience is stable.
3,137subscribers?±0 in a day · ±0 in a week · +38 in a month
Subscribers from the latest crawl of the venue. Growth is the difference with daily measurements collected since 29.09.2026. How we count →
87average post reach?
Average views of a channel post over 30 days. A fresh post is still gaining views, so we use posts we saw at least 3 days after publication (fewer than three such posts — at least a day after). How we count →
2.8%ER — reach to subscribers?
ER = average post reach ÷ subscribers × 100%. Channels with 100+ subscribers and at least 3 posts in 30 days. How we count →
20posts in 30 days?
Channel posts in the search index over the last 30 days. Posts published as the channel are not indexed — these are author-signed ones. How we count →
0venues cited it in 30 days?0 all time
How many other venues forwarded its posts in 30 days; below — all time. Self-forwards are not counted. How we count →
#686 183catalog rank?#19 469 in category · #52 161 in language
Rank by the combined score: subscribers, activity, reach and citations. Below — rank in its category and language. How we count →
More metrics · 3
2post forwards in 30 days?
How many times the channel's posts were forwarded in 30 days, by Telegram's counter. How we count →
122posts in the index?126 total in Telegram
The venue's posts in our index over its whole history; below — the number of the latest message in Telegram. How we count →
2026-01-06first post?
Date of the venue's earliest post in the index. How we count →
👨💻 IT & programming › Python🧩 Content feed📚 Free e-books🎓 Study materialsEnglishTech · channels in EnglishTelegram channels
Audience
Subscribers 3,137
history since 2026-10-02
2026-10-022026-11-01
07 days
+3830 days
Audience checkhow we check
Usual trustof 100 · compared with 40,299 similar channels
⚠️Post reachusual for channels of 1–10K: 19.2 %2.8 %
⚠️Forwards per 1,000 viewsusually 5.21.1
✅Spread of post viewsusually 0.27; flat views are a sign of bought views0.43
✅Quoted in 30 daysvenues that forwarded posts0
✅Subscriber growthbetween fresh measurementsno jumps
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Activity
Average post reach by day
max 393 · indexed through Oct 21
2026-08-052026-11-02
Posts per day
max 1 · indexed through Oct 21
2026-08-052026-11-02
When it posts (UTC, 90 days)
036912151821MoTuWeThFrSaSu
What it posts (90 days)
Best posts
Top posts in 30 days
📖 Hovy-2021-Text-Analysis-in-Python-for-Social-Scientists-Dis 📕
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🔗 Add Full106 views · 2026-10-14 12:05 UTC📖 Hackers-Guide-to-Machine-Learning-with-Python-pdf 📕
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🔗 Add Full Notes Fol94 views · 2 forwards · 2026-10-09 12:03 UTC📖 How-to-Think-Like-a-Computer-Scientist-Learning-with-Python-3-pdf 📕
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🔗 Ad88 views · 2026-10-15 12:02 UTC📖 Image-operators-image-processing-in-Python-First-Edition-Kinser-eBook-full-content-download 📕
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Get all our community 84 views · 2026-10-17 12:05 UTC📖 IP-XII 📕
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• 💬 Notes Comm83 views · 2026-10-16 12:02 UTC
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📖 Hands-On-Python-With-Exercises-Projects-Assignments-Final-Exam-ADVANCED 📕 🔑 Password: @NotesForPython 📂 Notes For Community Folder Link 📂 Here is the access to our Folder: Get all our community notes in one click! 79 views · 2026-10-10 12:04 UTC📖 Fundamentals-of-Python-First-Programs-1st-Edition-Kenneth-A-Lambert-ebook-enhanced-academic-edition 📕 🔑 Password: @NotesForPython 📂 Notes For Community Folder Link 📂 Here is the access to our Folder: Get all our co73 views · 2026-10-03 12:02 UTC📖 Hands-on-Python 📕 🔑 Password: @NotesForPython 📂 Notes For Community Folder Link 📂 Here is the access to our Folder: Get all our community notes in one click! 👇 🔗 Add Full Notes Folder 🌐 Join Our Notes Group: • 💬 N71 views · 2026-10-11 12:06 UTCAds
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