现已上线！2025 年 Telegram 研究 — 年度关键洞察 
Data Science
前往频道在 Telegram
DS По всем вопросам- @haarrp @ai_machinelearning_big_data - machine learning @pythonl - Python @itchannels_telegram - 🔥 best it channels @ArtificialIntelligencedl - AI @pythonlbooks-📚 @programming_books_it -📚 Реестр РКН: https://clck.ru/3Fk3zS
显示更多📈 Telegram 频道 Data Science 的分析概览
频道 Data Science (@datascienceiot) 是活跃参与者。目前社区聚集了 41 788 名订阅者，在 技术与应用 类别中位列第 3 224，并在 俄罗斯 地区排名第 15 220 位。
📊 受众指标与增长动态
自 невідомо 创建以来，项目保持高速增长，吸引了 41 788 名订阅者。
根据 29 六月, 2026 的最新数据，频道保持稳定运转。过去 30 天订阅人数变化为 -138，过去 24 小时变化为 -23，整体触达仍然可观。
- 认证状态： 未认证
- 互动率 (ER)： 平均受众互动率为 6.03%。内容发布后 24 小时内通常能获得 2.45% 的反应，占订阅者总量。
- 帖子覆盖： 每篇帖子平均可获得 2 520 次浏览，首日通常累积 1 024 次浏览。
- 互动与反馈： 受众积极参与，单帖平均反应数为 0。
- 主题关注点： 内容集中在 llm, агентов, api, октября, разработчиков 等核心主题上。
📝 描述与内容策略
作者将该频道定位为表达主观观点的平台：
“DS
По всем вопросам- @haarrp
@ai_machinelearning_big_data - machine learning
@pythonl - Python
@itchannels_telegram - 🔥 best it channels
@ArtificialIntelligencedl - AI
@pythonlbooks-📚
@programming_books_it -📚
Реестр РКН: https://clck.ru/3...”
凭借高频更新（最新数据采集于 30 六月, 2026），频道始终保持新鲜度与高覆盖。分析显示受众积极互动，使其成为 技术与应用 类别中的关键影响点。
41 788
订阅者
-2324 小时
-747 天
-13830 天
帖子存档
41 785
I have this book "Mastering Java 9 (2017)". Who wants this book want?
41 785
To get a course, you must invite one friend to our channel (link for invitation - https://t.me/joinchat/AAAAAENslt655c5v1w41iQ)
and then write to me - @vasylzelinskiy. Also, you must send the username of your friends.
41 785
Leverage IoT to Amplify Your Business
There are a lot of unknowns as you venture into a digital transformation initiative. There's also a lot of hype. Whether you're starting from scratch or extending an existing digital initiative, IoT is a great way to add value to your business. Focus on connecting your people to your things.
As a businessman, you might have many questions. Where is your business going? Is it thriving, static or deteriorating? How can you make it on par with modern technology breakthroughs to ensure your business is set up for the long term? How can you make your employees more efficient and reduce costs at the same time? What can you do to make your customers satisfied? How can you make the optimal use of the resources you have?
Inspiration > Ideas > Partnerships
The answers to these and many such questions already exist in your business. You just need ideas, inspiration and technology partners to help you, not in surviving in the market but to make your business prosper.
Every day new trends and technology take over the market, many of which you are still unaware of. IoT is one of the latest and most exciting of those movements in technology. IoT basically means endowing things—spaces, objects, processes—with the capability to produce and transfer data over a network, blurring the boundary between the digital and physical world. IoT in business is an excellent form of what’s today commonly called “digital transformation.”
Networking Your Things
IoT is often hyped up as “millions or billions of devices and systems” connected to the internet. It’s more productive to think of IoT as the Internet of Your Things. Look beyond the hype and focus on real applications and use cases in your business. Create a strategy to unlock the potential of the Internet of Your Things to generate return on investment (ROI) and drive efficiencies and insights for your organization.
Simply put, these connected “things” that make up an IoT system are producing large amounts of information. So, tap into those data streams and connect them to your business processes. You can thus optimize business processes and decision making, identify new revenue opportunities and better understand customer and partner behaviors.
Robots on a factory floor send production and maintenance information directly to those who need it for improved reliability and uptime. Sensors installed inside equipment will check if any part is not on par with its designed thresholds and will automatically send reports to owners and manufacturers. In each case, new insights have generated that drive the organization’s objectives forward on many levels.
Connecting Your People to Your Things
IoT starts with identifying the one process, product line or location that matters most and then making small changes with a big impact. Find a few key areas of your business that provide the quickest return and aim to optimize them by connecting your people and infrastructure together. The power of IoT in business and your existing assets enables you to:
- Connect your already existing data and systems with new data sources to gain new insights into the business which are futuristic and efficient
- Scale your IoT project to your business needs and get started quickly
- Capture, analyze and mine disparate data to create new insights and predict future outcomes
