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πŸ“ˆ Analytical overview of Telegram channel Python learning

Channel Python learning (@python3learning) in the English language segment is an active participant. Currently, the community unites 23 459 subscribers, ranking 8 467 in the Education category and 18 299 in the India region.

πŸ“Š Audience metrics and dynamics

Since its creation on Π½Π΅Π²Ρ–Π΄ΠΎΠΌΠΎ, the project has demonstrated rapid growth, gathering an audience of 23 459 subscribers.

According to the latest data from 23 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by -304 over the last 30 days and by -14 over the last 24 hours, overall reach remains high.

  • Verification status: Not verified
  • Engagement rate (ER): The average audience engagement rate is 4.70%. Within the first 24 hours after publication, content typically collects N/A% reactions from the total number of subscribers.
  • Post reach: On average, each post receives 1 102 views. Within the first day, a publication typically gains 0 views.
  • Reactions and interaction: The audience actively supports content: the average number of reactions per post is 2.

πŸ“ Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
β€œLearn pythonπŸ”₯”

Thanks to the high frequency of updates (latest data received on 24 June, 2026), the channel maintains relevance and a high level of publication reach. Analytics show that the audience actively interacts with content, making it an important point of influence in the Education category.

23 459
Subscribers
-1424 hours
-687 days
-30430 days
Posts Archive
🐍 Python 3.15 Changed More Than I Expected I've been writing Python for years, and this release surprised me. πŸ”₯ Faster performance πŸ”₯ Better error messages πŸ”₯ Cleaner syntax improvements πŸ”₯ Developer experience upgrades Most developers haven't noticed these changes yet. https://medium.com/@vaishnavi.singh0324/python-3-15-changed-more-than-i-expected-and-ive-been-writing-python-for-8-years-a10af41bc6e4

Read β€œPython 3.15 Changed More Than I Expected And I’ve Been Writing Python for 8 Yearsβ€œ by The AI Coder on Medium:πŸ‘‡ https://medium.com/@vaishnavi.singh0324/python-3-15-changed-more-than-i-expected-and-ive-been-writing-python-for-8-years-a10af41bc6e4

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I Built an AI Agent in Python in Under 30 Minutes β€” Here’s Exactly How πŸ‘‡ https://medium.com/ai-in-plain-english/i-built-an-a
I Built an AI Agent in Python in Under 30 Minutes β€” Here’s Exactly How πŸ‘‡ https://medium.com/ai-in-plain-english/i-built-an-ai-agent-in-python-in-under-30-minutes-heres-exactly-how-61196d2ab097

I Tested 4 RAG Architectures. One Survived Production πŸ‘‰πŸ» https://medium.com/ai-in-plain-english/i-tested-4-rag-architecture
I Tested 4 RAG Architectures. One Survived Production πŸ‘‰πŸ» https://medium.com/ai-in-plain-english/i-tested-4-rag-architectures-one-survived-production-181f1a1111a6

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πŸš€ Python Developers, This Changes Everything! uv is replacing pip, venv, and even Poetry ⚑ Super fast package installs, virt
πŸš€ Python Developers, This Changes Everything! uv is replacing pip, venv, and even Poetry ⚑ Super fast package installs, virtual environments, and dependency management β€” all in ONE tool. βœ… 100x Faster Installs βœ… Simple Commands βœ… Better Developer Experience βœ… Perfect for Python Beginners & Pros I wrote a detailed Medium article explaining everything in easy words πŸ‘‡ πŸ‘‰ https://medium.com/@atharvjaiswal56/uv-replaced-pip-venv-and-poetry-100x-faster-installs-b6e8b2a35a1d If you enjoy Python, AI & Dev content, follow me on Medium ❀️

*FREE Data Analytics Workshop – Power BI & Tableau* πŸ“… 18 March 2026 ⏰ 7:00 PM | 90 Minutes 🌐 Language: English Learn how to
*FREE Data Analytics Workshop – Power BI & Tableau* πŸ“… 18 March 2026 ⏰ 7:00 PM | 90 Minutes 🌐 Language: English Learn how to convert raw data into powerful dashboards using Power BI & Tableau. πŸ“Š Eligibilty: Freshers & Working Professionals πŸ“Œ Register Now : https://link.guvi.in/pythonlearning03022 Limited Seats 🀳🏼 Hurry up

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Python Projects with Source Code for Final Year FREE SOURCE CODE LINK πŸ”— Yearhttps://inprogrammer.com/python-projects-with-source-code-for-final-year/

Hey everyone! Just launched a new Instagram page https://www.instagram.com/aicodelab_?igsh=d2o3MWFpYXJpdW1o where I’ll be sharing: β€’ Latest AI tools, trends & use-cases πŸ€– β€’ Clean code tips & best practices β€’ Short reels on programming concepts & productivity β€’ Real-world AI + coding project ideas If you enjoy my tech content here on Telegram, you’ll love the bite-sized visual content there. πŸ‘‰ Follow now: https://www.instagram.com/aicodelab_?igsh=d2o3MWFpYXJpdW1o πŸ‘‰ Turn on notifications so you don’t miss new reels & posts. Support this new journey by following, liking a few posts, and dropping your questions in the comments

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Repost from N/a
Top 50 Data Analyst Interview Questions (2025) πŸŽ―πŸ“Š 1. What does a data analyst do? 2. Difference between data analyst, data scientist, and data engineer. 3. What are the key skills every data analyst must have? 4. Explain the data analysis process. 5. What is data wrangling or data cleaning? 6. How do you handle missing values? 7. What is the difference between structured and unstructured data? 8. How do you remove duplicates in a dataset? 9. What are the most common data types in Python or SQL? 10. What is the difference between INNER JOIN and LEFT JOIN? 11. Explain the concept of normalization in databases. 12. What are measures of central tendency? 13. What is standard deviation and why is it important? 14. Difference between variance and covariance. 15. What are outliers and how do you treat them? 16. What is hypothesis testing? 17. Explain p-value in simple terms. 18. What is correlation vs. causation? 19. How do you explain insights from a dashboard to non-technical stakeholders? 20. What tools do you use for data visualization? 21. Difference between Tableau and Power BI. 22. What is a pivot table? 23. How do you build a dashboard from scratch? 49. What do you do if data contradicts business intuition? 50. What are your favorite analytics tools and why? πŸŽ“ Data Analyst Jobs: https://whatsapp.com/channel/0029Vb6r6218kyyQgBDNjm26 πŸ’¬ Tap ❀️ for the detailed answers!

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*** βœ… *Python Logic Building Interview Question* 🧠🐍 You have a list of numbers:
nums = [3, 5, 7, 9, 12, 17, 20, 21]
*Question:* Find and print all numbers in the list that are prime. *Expected Output:*
[3, 5, 7, 17]
*Python Code:*
def is_prime(n):
    if n < 2:
        return False
    for i in range(2, int(n**0.5) + 1):
        if n % i == 0:
            return False
    return True

prime_nums = [n for n in nums if is_prime(n)]
print(prime_nums)
*Explanation:* – Checks each number with is_prime() logic – Uses list comprehension for concise filtering – Prints list of all prime numbers πŸ’¬ *Tap ❀️ for more logic-building questions!*

βœ… *Python Scenario-Based Interview Question* 🧠🐍 You have a list:
numbers = [1, 2, 3, 2, 4, 1, 5, 2]
*Question:* Find the number that appears most frequently in the list. *Expected Output:*
2
*Python Code:*
from collections import Counter

most_common_num = Counter(numbers).most_common(1)[0][0]
print(most_common_num)
*Explanation:* – Counter() counts occurrences of each element – most_common(1) returns the most frequent item – Access [0][0] to get just the number πŸ’¬ *Tap ❀️ for more bite-sized Python tips!* *** Would you like the next one to be slightly more advanced (e.g., involving strings or list comprehensions)?