📚Python Books
📚Python библиотека admin - @haarrp @ai_machinelearning_big_data - машинное обучение @programming_books_it - бесплатные it книги @pythonl - 🐍 @ArtificialIntelligencedl - AI @datascienceiot - ml РКН: clck.ru/3FmsTi
Show more📈 Analytical overview of Telegram channel 📚Python Books
Channel 📚Python Books (@pythonlbooks) is an active participant. Currently, the community unites 34 053 subscribers, ranking 4 046 in the Technologies & Applications category and 19 176 in the Russia region.
📊 Audience metrics and dynamics
Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 34 053 subscribers.
According to the latest data from 04 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by -164 over the last 30 days and by -9 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 7.69%. Within the first 24 hours after publication, content typically collects 2.92% reactions from the total number of subscribers.
- Post reach: On average, each post receives 2 620 views. Within the first day, a publication typically gains 996 views.
- Reactions and interaction: The audience actively supports content: the average number of reactions per post is 0.
- Thematic interests: Content is focused on key topics such as сотрудников, курса, инструменты, использовать, docker.
📝 Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
“📚Python библиотека
admin - @haarrp
@ai_machinelearning_big_data - машинное обучение
@programming_books_it - бесплатные it книги
@pythonl - 🐍
@ArtificialIntelligencedl - AI
@datascienceiot - ml
РКН: clck.ru/3FmsTi”
Thanks to the high frequency of updates (latest data received on 05 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 Technologies & Applications category.
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