LEFT JOIN

📈 Analytical overview of Telegram channel LEFT JOIN

Channel LEFT JOIN (@leftjoin) in the Russian language segment is an active participant. Currently, the community unites 42 976 subscribers, ranking 3 111 in the Technologies & Applications category and 14 788 in the Russia region.

📊 Audience metrics and dynamics

Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 42 976 subscribers.

According to the latest data from 02 July, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by -698 over the last 30 days and by -17 over the last 24 hours, overall reach remains high.

• Verification status: Not verified
• Engagement rate (ER): The average audience engagement rate is 17.50%. Within the first 24 hours after publication, content typically collects 11.82% reactions from the total number of subscribers.
• Post reach: On average, each post receives 7 525 views. Within the first day, a publication typically gains 5 080 views.
• Reactions and interaction: The audience actively supports content: the average number of reactions per post is 16.
• Thematic interests: Content is focused on key topics such as аналитика, sql, данными, datalens, csv.

📝 Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
“Понятно про анализ данных, технологии, нейросети и, конечно, SQL. Услуги — leftjoin.ru Курсы по аналитике — https://stepik.org/users/431992492 Автор — @valiotti Реклама — @valiotti Перечень РКН: https://tapthe.link/PpkTHavwS”

Thanks to the high frequency of updates (latest data received on 03 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.