ادوات بايثون • Python Tools

📈 Analytical overview of Telegram channel ادوات بايثون • Python Tools

Channel ادوات بايثون • Python Tools (@yy_100k) in the Arabic language segment is an active participant. Currently, the community unites 116 589 subscribers, ranking 1 043 in the Technologies & Applications category and 771 in the Iraq region.

📊 Audience metrics and dynamics

Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 116 589 subscribers.

According to the latest data from 13 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by -10 775 over the last 30 days and by 33 over the last 24 hours, overall reach remains high.

• Verification status: Not verified
• Engagement rate (ER): The average audience engagement rate is 4.74%. Within the first 24 hours after publication, content typically collects 0.75% reactions from the total number of subscribers.
• Post reach: On average, each post receives 5 532 views. Within the first day, a publication typically gains 875 views.
• Reactions and interaction: The audience actively supports content: the average number of reactions per post is 35.
• Thematic interests: Content is focused on key topics such as رَابِط, أَدَاة, مَدفُوع, نَشر, تَحدِيث.

📝 Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
“• قناة ادوات بايثون بلعربي الرسمية على تلجرام. • محتوى حصري ~ عدم انتهاكات محتوى ~ شروحات تعليمية. • كل ما يخص البرمجة الأخلاقية . --------------------------- Hello this channel does not violate the policies of Telegram and we love you @rove with b...”

Thanks to the high frequency of updates (latest data received on 14 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.