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 14 577 subscribers, ranking 4 741 in the Business category and 8 209 in the Iraq region.

📊 Audience metrics and dynamics

Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 14 577 subscribers.

According to the latest data from 26 July, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by -392 over the last 30 days and by -13 over the last 24 hours, overall reach remains high.

• Verification status: Not verified
• Engagement rate (ER): The average audience engagement rate is 4.47%. Within the first 24 hours after publication, content typically collects 1.20% reactions from the total number of subscribers.
• Post reach: On average, each post receives 653 views. Within the first day, a publication typically gains 175 views.
• Reactions and interaction: The audience actively supports content: the average number of reactions per post is 4.
• 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 27 July, 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.