Start Career in DS

📈 Analytical overview of Telegram channel Start Career in DS

Channel Start Career in DS (@start_ds) in the Russian language segment is an active participant. Currently, the community unites 11 606 subscribers, ranking 10 620 in the Technologies & Applications category and 55 923 in the Russia region.

📊 Audience metrics and dynamics

Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 11 606 subscribers.

According to the latest data from 27 July, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by -43 over the last 30 days and by -4 over the last 24 hours, overall reach remains high.

• Verification status: Not verified
• Engagement rate (ER): The average audience engagement rate is 28.08%. 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 learning, llm, хабре, ментор, объяснение.

📝 Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
“Тут публикуются материалы для прокачки скиллов в DS и подготовки к собеседованиям. Пишем про технические тулзы, визуализацию данных, бизнесовые задачи, разбираем ML-алгоритмы и обсуждаем смежные темы :) Автор: @RAVasiliev № 5141779667”

Thanks to the high frequency of updates (latest data received on 28 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.