Coding & Data Science Resources

📈 Analytical overview of Telegram channel Coding & Data Science Resources

Channel Coding & Data Science Resources (@codingfreebooks) in the English language segment is an active participant. Currently, the community unites 32 009 subscribers, ranking 4 209 in the Technologies & Applications category and 12 740 in the India region.

📊 Audience metrics and dynamics

Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 32 009 subscribers.

According to the latest data from 08 July, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 31 over the last 30 days and by 2 over the last 24 hours, overall reach remains high.

• Verification status: Not verified
• Engagement rate (ER): The average audience engagement rate is 0.58%. Within the first 24 hours after publication, content typically collects 0.59% reactions from the total number of subscribers.
• Post reach: On average, each post receives 185 views. Within the first day, a publication typically gains 188 views.
• Reactions and interaction: The audience actively supports content: the average number of reactions per post is 1.
• Thematic interests: Content is focused on key topics such as insidead, chart, programming, mining, lecture.

📝 Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
“Official Telegram Channel for Free Coding & Data Science Resources Admin: @love_data”

Thanks to the high frequency of updates (latest data received on 09 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 Technologies & Applications category.