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Python RU

Python RU

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ВсС для python Ρ€Π°Π·Ρ€Π°Π±ΠΎΡ‚Ρ‡ΠΈΠΊΠΎΠ² Π°Π΄ΠΌΠΈΠ½ - @haarrp @python_job_interview - Python собСсСдования @ai_machinelearning_big_data - машинноС ΠΎΠ±ΡƒΡ‡Π΅Π½ΠΈΠ΅ @itchannels_telegram - πŸ”₯Π»ΡƒΡ‡ΡˆΠΈΠ΅ ΠΈΡ‚-ΠΊΠ°Π½Π°Π»Ρ‹ @programming_books_it - it ΠΊΠ½ΠΈΠ³ΠΈ @pythonl РКН: clck.ru/3Fmy2j

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πŸ“ˆ Analytical overview of Telegram channel Python RU

Channel Python RU (@pro_python_code) in the Russian language segment is an active participant. Currently, the community unites 12 379 subscribers, ranking 9 861 in the Technologies & Applications category and 52 215 in the Russia 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 12 379 subscribers.

According to the latest data from 05 September, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by -35 over the last 30 days and by -7 over the last 24 hours, overall reach remains high.

  • Verification status: Not verified
  • Engagement rate (ER): The average audience engagement rate is 8.31%. Within the first 24 hours after publication, content typically collects 3.27% reactions from the total number of subscribers.
  • Post reach: On average, each post receives 1 029 views. Within the first day, a publication typically gains 405 views.
  • Reactions and interaction: The audience actively supports content: the average number of reactions per post is 6.
  • Thematic interests: Content is focused on key topics such as api, docker, github, sql, linux.

πŸ“ Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
β€œΠ’ΡΠ΅ для python Ρ€Π°Π·Ρ€Π°Π±ΠΎΡ‚Ρ‡ΠΈΠΊΠΎΠ² Π°Π΄ΠΌΠΈΠ½ - @haarrp @python_job_interview - Python собСсСдования @ai_machinelearning_big_data - машинноС ΠΎΠ±ΡƒΡ‡Π΅Π½ΠΈΠ΅ @itchannels_telegram - πŸ”₯Π»ΡƒΡ‡ΡˆΠΈΠ΅ ΠΈΡ‚-ΠΊΠ°Π½Π°Π»Ρ‹ @programming_books_it - it ΠΊΠ½ΠΈΠ³ΠΈ @pythonl РКН: clck.ru/3Fmy2j”

Thanks to the high frequency of updates (latest data received on 06 September, 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 Technologies & Applications category.

12 379
Subscribers
-724 hours
-37 days
-3530 days
Posts Archive
Python RU
12 379
5 Π½Π΅Π·Π°ΠΌΠ΅Π½ΠΈΠΌΡ‹Ρ… Ρ„ΡƒΠ½ΠΊΡ†ΠΈΠΉ Pandas для Data Science https://pythonist.ru/5-nezamenimyh-funkczij-pandas-dlya-data-science/ @pro_python_code

Python RU
12 379
9 Π²Π°ΠΆΠ½Ρ‹Ρ… сниппСтов Python для ΠΎΠΏΡ‚ΠΈΠΌΠΈΠ·Π°Ρ†ΠΈΠΈ Ρ€Π°Π±ΠΎΡ‚Ρ‹ со скриптами https://nuancesprog.ru/p/13162/ @pro_python_code

Python RU
12 379
Как Π·Π°ΠΏΡƒΡΡ‚ΠΈΡ‚ΡŒ любоС ПО с графичСским интСрфСйсом Π² Docker https://nuancesprog.ru/p/13141/ @pro_python_code

Python RU
12 379
Как ΠΏΠΈΡΠ°Ρ‚ΡŒ ΠΊΠΎΠ΄ Π½Π° Python Π»ΡƒΡ‡ΡˆΠ΅: 6 Ρ€Π΅ΠΊΠΎΠΌΠ΅Π½Π΄Π°Ρ†ΠΈΠΉ https://nuancesprog.ru/p/13108/ @pro_python_code

Python RU
12 379
πŸ›  БлоТноструктурныС аналитичСскиС ΠΎΡ‚Ρ‡Π΅Ρ‚Ρ‹ с Python ΠΈ LaTeX https://proglib.io/p/slozhnostrukturnye-analiticheskie-otchety-s-python-i-latex-2021-07-12 @pro_python_code

Python RU
12 379
Python Django: ΠΊΠ°ΠΊ ΠΈΠ·ΠΌΠ΅Π½ΠΈΡ‚ΡŒ страницу ошибки 404? https://nuancesprog.ru/p/13061/ @pro_python_code

Python RU
12 379
3 способа локального хранСния ΠΈ чтСния ΡƒΡ‡Π΅Ρ‚Π½Ρ‹Ρ… Π΄Π°Π½Π½Ρ‹Ρ… Π² Python https://nuancesprog.ru/p/13020/ @pro_python_code

Python RU
12 379
ΠšΠ»Π°ΡΡΠΈΡ„ΠΈΠΊΠ°Ρ†ΠΈΡ тСкстов ΠΎΡ‚Π·Ρ‹Π²ΠΎΠ² ΠΎ Ρ„ΠΈΠ»ΡŒΠΌΠ°Ρ… с ΠΏΠΎΠΌΠΎΡ‰ΡŒΡŽ Scikit-learn Π§ΠΈΡ‚Π°Ρ‚ΡŒ @machinelearning_ru
ΠšΠ»Π°ΡΡΠΈΡ„ΠΈΠΊΠ°Ρ†ΠΈΡ тСкстов ΠΎΡ‚Π·Ρ‹Π²ΠΎΠ² ΠΎ Ρ„ΠΈΠ»ΡŒΠΌΠ°Ρ… с ΠΏΠΎΠΌΠΎΡ‰ΡŒΡŽ Scikit-learn Π§ΠΈΡ‚Π°Ρ‚ΡŒ @machinelearning_ru

Python RU
12 379
Π’Ρ‹ΡΠΎΠΊΠΎΠΏΡ€ΠΎΠΈΠ·Π²ΠΎΠ΄ΠΈΡ‚Π΅Π»ΡŒΠ½Ρ‹ΠΉ ΠΈ быстрый Ρ„Ρ€Π΅ΠΉΠΌΠ²ΠΎΡ€ΠΊ микросСрвисов Python (RPC + PubSub). https://proglib.io/w/37f9c98a

Python RU
12 379
πŸ₯‡ НС Π»ΡŽΠ±ΠΈΡ‚Π΅ Kaggle? Π’Ρ‹ просто Π½Π΅ ΡƒΠΌΠ΅Π΅Ρ‚Π΅ Π΅Π³ΠΎ Π³ΠΎΡ‚ΠΎΠ²ΠΈΡ‚ΡŒ https://proglib.io/p/ne-lyubite-kaggle-vy-prosto-ne-umeete-ego-gotovit-2021-06-28 @machinelearning_ru

Python RU
12 379
Руководство ΠΏΠΎ PySpark для Π½Π°Ρ‡ΠΈΠ½Π°ΡŽΡ‰ΠΈΡ… https://pythonru.com/biblioteki/pyspark-dlja-nachinajushhih @pro_python_code

Python RU
12 379
🐍 6 ΠΏΡ€ΠΎΠ΅ΠΊΡ‚ΠΎΠ² Π½Π° Python, ΠΊΠΎΡ‚ΠΎΡ€Ρ‹Π΅ ΠΌΠΎΠΆΠ½ΠΎ Π·Π°Π²Π΅Ρ€ΡˆΠΈΡ‚ΡŒ Π·Π° Π²Ρ‹Ρ…ΠΎΠ΄Π½Ρ‹Π΅ https://proglib.io/p/6-proektov-na-python-kotorye-mozhno-zavershit-za-vyhodnye-2021-06-25

Python RU
12 379
Как Π½Π°ΠΏΠΈΡΠ°Ρ‚ΡŒ ΡˆΠΈΡ„Ρ€ΠΎΠ²Π°Π»ΡŒΡ‰ΠΈΠΊ Π½Π° Python https://bookflow.ru/kak-napisat-shifrovalshhik-na-python/ @pro_python_code

Python RU
12 379
🐍 Python ΠΈ Π²Π΅Π±-Ρ€Π°Π·Ρ€Π°Π±ΠΎΡ‚ΠΊΠ°: ΠΊΡ€Π°Ρ‚ΠΊΠΎΠ΅ руководство https://medium.com/nuances-of-programming/python-ΠΈ-Π²Π΅Π±-Ρ€Π°Π·Ρ€Π°Π±ΠΎΡ‚ΠΊΠ°-ΠΊΡ€Π°Ρ‚ΠΊΠΎΠ΅-руководство-858bf8987691 @pro_python_code

Python RU
12 379
🐍 Π‘ΠΎΠ·Π΄Π°Π½ΠΈΠ΅ ΠΈΠ½Ρ‚Π΅Ρ€Π°ΠΊΡ‚ΠΈΠ²Π½Ρ‹Ρ… ΠΏΠ°Π½Π΅Π»Π΅ΠΉ с Streamlit ΠΈ Python https://proglib.io/p/sozdanie-interaktivnyh-paneley-s-streamlit-i-python-2021-06-21 @machinelearning_ru

Python RU
12 379
Как с ΠΏΠΎΠΌΠΎΡ‰ΡŒΡŽ Python ΡΠΎΠ·Π΄Π°Π²Π°Ρ‚ΡŒ ΠΌΠ°Ρ‚Π΅ΠΌΠ°Ρ‚ΠΈΡ‡Π΅ΡΠΊΡƒΡŽ ΠΌΡƒΠ»ΡŒΡ‚ΠΈΠΏΠ»ΠΈΠΊΠ°Ρ†ΠΈΡŽ Ρ‚ΠΈΠΏΠ° 3Blue1Brown Π§ΠΈΡ‚Π°Ρ‚ΡŒ @machinelearning_ru

Python RU
12 379
Π‘ΠΎΠ·Π΄Π°Π΅ΠΌ Blockchain с нуля Π½Π° Python https://python-scripts.com/blockchain @pro_python_code

Python RU
12 379
Telegram-Π±ΠΎΡ‚ Π½Π° Python: ΠΎΡ‚ ΠΏΠ΅Ρ€Π²ΠΎΠΉ строчки Π΄ΠΎ запуска Π½Π° Heroku https://www.google.ru/amp/s/tproger.ru/translations/telegram-bot-create-and-deploy/amp/ @pro_python_code

Python RU
12 379
Подсказки Ρ‚ΠΈΠΏΠΎΠ² ΠΈ строки Π΄ΠΎΠΊΡƒΠΌΠ΅Π½Ρ‚Π°Ρ†ΠΈΠΈ Python https://dev-gang.ru/article/podskazki-tipov-i-stroki-dokumentacii-python-60odn7qyc9/ @pro_python_code