ادوات بايثون VIP

📈 Analytical overview of Telegram channel ادوات بايثون VIP

Channel ادوات بايثون VIP (@m_a_m_ll) in the Arabic language segment is an active participant. Currently, the community unites 14 326 subscribers, ranking 4 801 in the Business category and 8 115 in the Iraq region.

📊 Audience metrics and dynamics

Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 14 326 subscribers.

According to the latest data from 06 November, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by -464 over the last 30 days and by -30 over the last 24 hours, overall reach remains high.

• Verification status: Not verified
• Engagement rate (ER): The average audience engagement rate is 5.11%. 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 0 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 0.
• Thematic interests: Content is focused on key topics such as رَابِط, تَسلِيم, اِسم, تَارِيخ, سِعر.

📝 Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
“الحـمـدلله ! عنوان الثـقه بل تـلـي حسـابي الـرسـمي @CC8CD قـنـاتي الاساسيه”

Thanks to the high frequency of updates (latest data received on 07 November, 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 Business category.