Active channel: 14 posts in the index in 30 days, reach ≈2.1% of the audience, audience is stable, cited by 4 venues in 30 days.
40,899subscribers?±0 in a day · ±0 in a week · +349 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 →
856average 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 →
2.1%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 →
14posts 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 →
4venues cited it in 30 days?15 all time
How many other venues forwarded its posts in 30 days; below — all time. Self-forwards are not counted. How we count →
#89 143catalog rank?#3 328 in category · #7 685 in language
Rank by the combined score: subscribers, activity, reach and citations. Below — rank in its category and language. How we count →
More metrics · 4
31post forwards in 30 days?
How many times the channel's posts were forwarded in 30 days, by Telegram's counter. How we count →
3reactions in 30 days?
Reactions to the venue's posts in 30 days. How we count →
1,347posts in the index?9,875 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 →
2021-09-29first post?
Date of the venue's earliest post in the index. How we count →
👨💻 IT & programming › Python🧩 Content feed🎓 Online courses👨💻 ProgrammingEnglishTech · channels in EnglishTelegram channels
What the channel writes about
- Technical explanations of Python syntax, data structures, and serialization tools.
- Curated lists of development tools, libraries, and software engineering resources.
- Aggregated collections of educational books and programming courses.
- Career development roadmaps covering foundational and advanced technical skills.
Machine summary of the channel's most forwarded posts in 30 days · 11.10.2026
Audience
Subscribers 40,899
history since 2021-10-04
2021-10-042026-11-03
+117 days
+25630 days
+8493 months
+2,4401 year
Audience checkhow we check
Usual trustof 100 · compared with 9,430 similar channels
⚠️Post reachusual for channels of 10–50K: 12.4 %2.1 %
✅Forwards per 1,000 viewsusually 3.32.6
✅Spread of post viewsusually 0.24; flat views are a sign of bought views0.68
✅Quoted in 30 daysvenues that forwarded posts4
⚠️Subscriber growthbetween fresh measurementsjump +4.9 % with no ads
Is this your channel? Show its statistics to advertisersA line for the description or an ad post and a badge for your website — with fresh numbers and a link to this page.
Get the link and badge
Put the line in the description and the “✓ linked by owner” mark will appear next to the name on the site, in the bot and in the mini app. We re-read descriptions ourselves; to check right away, use “Check the link” in the bot or mini app.
For the Telegram description
HTML for a website
Markdown — README and wikis
BBCode — forums
Activity
Average post reach by day
max 5,870
2026-08-072026-11-04
Posts per day
max 4
2026-08-072026-11-04
When it posts (UTC, 90 days)
036912151821MoTuWeThFrSaSu
What it posts (90 days)
Best posts
Top posts in 30 days
Using pickletools.dis() to analyze serialized data.
🐍 pickle doesn't just store a snapshot of an object; it stores a sequence of instructions for its subsequent reconstruction.
Normally, we only see the result of seria1,073 views · 4 forwards · 2026-10-01 06:42 UTC👩💻 heapq.merge(): Combining sorted data!
If you have multiple sources of data that are already sorted, you don't need to collect them into a single collection and sort them again. heapq.merge() combines such sources in731 views · 1 forward · 2026-10-01 06:17 UTC👨💻 Junior Engineer Roadmap – a step-by-step guide for starting your career in development from scratch!
This program is designed to take approximately 9 months and gradually covers Python, Git, Linux, SQL, APIs, FastAP658 views · 5 forwards · 2026-10-05 07:29 UTC😰 15-Hour "Python for Data Science" Course
⚡️ Learn Python for Data Science
https://enghusseinsheikho.substack.com/p/15-hour-python-for-data-science-course?r=3hwnr8&utm_campaign=post&utm_medium=web&showWelcomeOnShare=t575 views · 5 forwards · 2026-10-17 07:55 UTChttps://substack.com/@husseinsheikho?utm_source=share&utm_medium=android&r=3hwnr8
Follow me to more posts and useful content569 views · 2026-10-13 18:36 UTC
Show 3 more
📚 Download 10 Python books for FREE: 1. Think Python — O’Reilly https://t.co/X7y3pX68IW 2. The Big Book of Small Python Projects https://inventwithpython.com/bigbookpython/ 3. Data Structures https://opendatastructure485 views · 14 forwards · 2026-10-10 06:46 UTC🔥 Free IT & Dev Study Kits – 2026 Prep, No Signup If you’re prepping for cloud, dev, or AI roles this year, these free kits cover the gaps most people skip — cert basics, hands-on labs, and mock exams. No signup traps, 361 views · 2 forwards · 2026-10-19 12:32 UTC[other]331 views · 2 forwards · 2026-10-06 07:15 UTCMost forwarded posts in 30 days
The channel's posts other venues forwarded most; the text comes from the forwarded copies.
😰 15-Hour "Python for Data Science" Course
⚡️ Learn Python for Data Science
https://enghusseinsheikho.substack.com/p/15-hour-python-for-data-science-course?r=3hwnr8&utm_campaign=post&utm_medium=web&showWelcomeOnShare=tforwarded by 4 venues · 2026-10-17 08:26 UTCUsing pickletools.dis() to analyze serialized data.
🐍 pickle doesn't just store a snapshot of an object; it stores a sequence of instructions for its subsequent reconstruction.
Normally, we only see the result of seriaforwarded by 1 venue · 2026-10-01 09:20 UTC
Connections with other venues
Cited by
Python - بايثون13 forwards · 14,418 membersPython Data Science Machine Learning12 forwards · 22,782 membersMachine Learning with Python9 forwards · 68,610 subscribersRemote Jobs — Daily LinkedIn Picks 💼8 forwards · 23,156 subscribersMr. Lucifer5 forwards · 531 membersAutonomy Tribe4 forwards · 63 subscribers
Cites
Machine Learning with Python63 forwards · 68,610 subscribersUdemy Free16 forwards · 13,131 subscribersRemote Jobs — Daily LinkedIn Picks 💼3 forwards · 23,156 subscribersPython Courses & Resources2 forwards · 51,297 subscribersFree Online Courses2 forwards · 24,247 subscribersMachine Learning1 forward · 41,853 subscribers
Forwards between catalog venues; forwards from people are not shown.
Ads
No ads in the index yet. How we count →
Similar venues
C
Codelivly - Your Journey To Cybersecurity
Tech Daily
ذهن افزار | هوش مصنوعی | پرامپت
AIWire｜AI Tools & Money Opportunities
Internet Placeholder Machine
Lumix AI - Channel
Dark Web Intelligence
Redmi Note 13 4G | NFC Updates
@codelivly · channel · 💻 Tech & gadgets · English
Resources, career guides, and training programs for cybersecurity, ethical hacking, and digital forensics.35,214subscribers12posts in 30 d1,838reach5.2%ER3cited byT@techdaily · channel · 💻 Tech & gadgets · English
Daily tech news, innovations, gadgets, robotics, and artificial intelligence updates.19,170subscribers42posts in 30 d1,055reach5.5%ER4cited byذ@zehnafzars · channel · 💻 Tech & gadgets · English
News, tutorials, and practical prompts for artificial intelligence tools and software.43,049subscribers45posts in 30 d1,179reach2.7%ER1cited byA@AiWireMoney · channel · 💻 Tech & gadgets · English
Updates on open-source AI tools, workflow automation, and online earning opportunities.427Ksubscribers2posts in 30 d1,264reachI@ISM3003 · channel · 💻 Tech & gadgets · English
Satirical commentary, internet memes, and ironic observations on current events and politics.4,970subscribers19posts in 30 d888reach17.9%ER33cited byL@lumixaichannel · channel · 💻 Tech & gadgets · English
Automated crypto trading platform updates, daily performance reports, and AI bot signals.18,217subscribers18posts in 30 d6,148reach33.8%ER2cited byD@dailydarkweb · channel · 💻 Tech & gadgets · English
Cybersecurity news, dark web intelligence, data leaks, vulnerabilities, and ransomware tracking.10,419subscribers698posts in 30 d263reach2.5%ER3cited byR@RedmiNote134GUpdates · channel · 💻 Tech & gadgets · English
Custom ROMs, firmware updates, and modifications for Redmi Note 13 4G and NFC devices.5,442+31subscribers37posts in 30 d1,246reach22.9%ER16cited bycatalog data as of 2026-11-01 10:44 UTC · Updated: 2026-10-29 11:33 UTC · How we count →