Python Learning
β 4974297878 ΠΠ±ΡΡΠ°ΡΡΠΈΠΉ ΠΊΠ°Π½Π°Π» ΠΏΠΎ Python Π‘ΡΡΠ»ΠΊΠ° Π΄Π»Ρ Π΄ΡΡΠ³Π° - https://t.me/+I7jrAQKR5xAyYTAy ΠΠΎ Π²ΡΠ΅ΠΌ Π²ΠΎΠΏΡΠΎΡΠ°ΠΌ @mascarov_valentin Π Π΅ΠΊΠ»Π°ΠΌΠ° Π½Π° Π±ΠΈΡΠΆΠ΅ - https://telega.in/c/Python_per_month
Show moreπ Analytical overview of Telegram channel Python Learning
Channel Python Learning (@python_per_month) in the Russian language segment is an active participant. Currently, the community unites 28 388 subscribers, ranking 4 612 in the Technologies & Applications category and 22 845 in the Russia region.
π Audience metrics and dynamics
Since its creation on Π½Π΅Π²ΡΠ΄ΠΎΠΌΠΎ, the project has demonstrated rapid growth, gathering an audience of 28 388 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 -273 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 6.51%. 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 1 848 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 13.
- Thematic interests: Content is focused on key topics such as learning, ΡΡΡΠΎΠΊΠ°, ΠΌΠΎΠ΄ΡΠ»Ρ, ΡΠΎΠ±Π΅ΡΠ΅Π΄ΠΎΠ²Π°Π½ΠΈΠ΅, zip.
π Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
ββ 4974297878
ΠΠ±ΡΡΠ°ΡΡΠΈΠΉ ΠΊΠ°Π½Π°Π» ΠΏΠΎ Python
Π‘ΡΡΠ»ΠΊΠ° Π΄Π»Ρ Π΄ΡΡΠ³Π° - https://t.me/+I7jrAQKR5xAyYTAy
ΠΠΎ Π²ΡΠ΅ΠΌ Π²ΠΎΠΏΡΠΎΡΠ°ΠΌ @mascarov_valentin
Π Π΅ΠΊΠ»Π°ΠΌΠ° Π½Π° Π±ΠΈΡΠΆΠ΅ - https://telega.in/c/Python_per_monthβ
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.
chardet ΠΊΠ°ΠΊ ΡΠ°Π· Π±ΡΠ» ΡΠΎΠ·Π΄Π°Π½ Π΄Π»Ρ ΡΠ°Π±ΠΎΡΡ Ρ ΠΊΠΎΠ΄ΠΈΡΠΎΠ²ΠΊΠ°ΠΌΠΈ. ΠΠ³ΠΎ ΠΌΠ΅ΡΠΎΠ΄ detect Π²ΡΠ΄Π°Π΅Ρ ΠΏΡΠ΅Π΄ΠΏΠΎΠ»Π°Π³Π°Π΅ΠΌΡΡ ΠΊΠΎΠ΄ΠΈΡΠΎΠ²ΠΊΡ Ρ ΡΠΎΡΠ½ΠΎΡΡΡΡ ΠΎΡ 0 Π΄ΠΎ 1.
Π ΠΏΡΠΈΠΌΠ΅ΡΠ΅ Π½Π° ΠΊΠ°ΡΡΠΈΠ½ΠΊΠ΅ ΠΌΡ ΡΠ΄Π΅Π»Π°Π»ΠΈ Π·Π°ΠΏΡΠΎΡ ΠΊ ΡΠ΅ΡΠ²Π΅ΡΡ, ΠΏΠΎΠ»ΡΡΠΈΠ»ΠΈ ΠΎΡΠ²Π΅Ρ, Π²Π·ΡΠ»ΠΈ Π΅Π³ΠΎ ΡΠΎΠ΄Π΅ΡΠΆΠΈΠΌΠΎΠ΅ ΠΈ ΠΏΡΠΎΠ²Π΅ΡΠΈΠ»ΠΈ ΠΊΠΎΠ΄ΠΈΡΠΎΠ²ΠΊΡ ΡΠ΅ΡΠ΅Π· ΠΌΠ΅ΡΠΎΠ΄ detect.fuzz.ratio ΠΌΡ ΡΡΠ°Π²Π½ΠΈΠ²Π°Π΅ΠΌ Π΄Π²Π΅ ΡΡΡΠΎΠΊΠΈ ΠΈ ΠΏΠΎΠ»ΡΡΠ°Π΅ΠΌ ΠΎΡΠ²Π΅Ρ 83, ΠΎΠ·Π½Π°ΡΠ°ΡΡΠΈΠΉ, ΡΡΠΎ ΠΎΠ½ΠΈ ΡΠΎΠ²ΠΏΠ°Π΄Π°ΡΡ Π½Π° 83%.
ΠΡΠ»ΠΈ Ρ Π²Π°Ρ Π΅ΡΡΡ ΡΠΏΠΈΡΠΎΠΊ ΡΡΡΠΎΠΊ, ΠΈ ΡΠΎΠ²ΠΏΠ°Π΄Π΅Π½ΠΈΡ Π½Π΅ΠΎΠ±Ρ
ΠΎΠ΄ΠΈΠΌΠΎ ΠΈΡΠΊΠ°ΡΡ Π²ΠΎ Π²ΡΠ΅Ρ
ΡΡΡΠΎΠΊΠ°Ρ
, FuzzyWuzzy ΠΏΠΎΠΌΠΎΠΆΠ΅Ρ Π²ΡΠ΄Π΅Π»ΠΈΡΡ Π½Π°ΠΈΠ±ΠΎΠ»Π΅Π΅ ΠΏΠΎΡ
ΠΎΠΆΠΈΠ΅. ΠΡΠΎ ΠΌΡ ΠΈ Π΄Π΅Π»Π°Π΅ΠΌ Π²ΠΎ Π²ΡΠΎΡΠΎΠΌ ΠΏΡΠΈΠΌΠ΅ΡΠ΅, ΡΡΠ°Π²Π½ΠΈΠ²Π°Ρ ΡΡΡΠΎΠΊΠΈ data visualisation ΠΈ custom behavior ΡΠΎ ΡΡΡΠΎΠΊΠ°ΠΌΠΈ ΠΈΠ· arr. ΠΡΠΈ ΡΡΠΎΠΌ Π² ΡΡΠ½ΠΊΡΠΈΡ process.extract Π² ΠΊΠ°ΡΠ΅ΡΡΠ²Π΅ ΠΏΠ°ΡΠ°ΠΌΠ΅ΡΡΠ° ΡΠ°ΠΊΠΆΠ΅ ΠΏΠ΅ΡΠ΅Π΄Π°ΡΡΡΡ limit, Π·Π°Π΄Π°ΡΡΠΈΠΉ, ΡΠΊΠΎΠ»ΡΠΊΠΎ Π·Π½Π°ΡΠ΅Π½ΠΈΠΉ ΠΌΡ Ρ
ΠΎΡΠΈΠΌ ΠΏΠΎΠ»ΡΡΠΈΡΡ.