PythonPro
前往频道在 Telegram
📈 Telegram 频道 PythonPro 的分析概览
频道 PythonPro (@pythonproo) 英语 语言赛道中的 是活跃参与者。目前社区聚集了 15 551 名订阅者，在 技术与应用 类别中位列第 8 107。
📊 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 15 551 名订阅者。
根据 27 八月, 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 -114，过去 24 小时变化为 -2，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 0%。内容发布后 24 小时内通常能获得 N/A% 的反应，占订阅者总量。
- 帖子覆盖： 每篇帖子平均可获得 0 次浏览，首日通常累积 0 次浏览。
- 互动与反馈： 受众积极参与，单帖平均反应数为 0。
📝 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：
“Learn Python Programming”
凭借高频更新（最新数据采集于 28 八月, 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。
15 551
订阅者
-224 小时
-357 天
-11430 天
吸引订阅者
八月 '26
八月 '26
+21
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七月 '26
+31
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六月 '26
+9
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五月 '26
+67
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四月 '26
+5
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三月 '26
+1
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+24
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+18
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+29
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+21
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+4
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+17
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+213
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+544
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+229
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+38
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+126
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+445
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+284
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+572
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+471
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+598
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十月 '24
+1 316
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九月 '24
+1 413
在1个频道中
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八月 '24
+279
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七月 '24
+42
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+28
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+117
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四月 '24
+110
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三月 '24
+2 666
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二月 '24
+9 378
在0个频道中
| 日期 | 订阅者增长 | 提及 | 频道 | |
| 28 八月 | 0 | |||
| 27 八月 | 0 | |||
| 26 八月 | 0 | |||
| 25 八月 | 0 | |||
| 24 八月 | 0 | |||
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| 12 八月 | +3 | |||
| 11 八月 | +2 | |||
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| 08 八月 | +2 | |||
| 07 八月 | +1 | |||
| 06 八月 | +3 | |||
| 05 八月 | 0 | |||
| 04 八月 | 0 | |||
| 03 八月 | 0 | |||
| 02 八月 | +1 | |||
| 01 八月 | +1 |
频道帖子
When to Use Which Programming Language?
C ➝ OS Development, Embedded Systems, Game Engines
C++ ➝ Game Dev, High-Performance Apps, Finance
Java ➝ Enterprise Apps, Android, Backend
C# ➝ Unity Games, Windows Apps
Python ➝ AI/ML, Data, Automation, Web Dev
JavaScript ➝ Frontend, Full-Stack, Web Games
Golang ➝ Cloud Services, APIs, Networking
Swift ➝ iOS/macOS Apps
Kotlin ➝ Android, Backend
PHP ➝ Web Dev (WordPress, Laravel)
Ruby ➝ Web Dev (Rails), Prototypes
Rust ➝ System Apps, Blockchain, HPC
Lua ➝ Game Scripting (Roblox, WoW)
R ➝ Stats, Data Science, Bioinformatics
SQL ➝ Data Analysis, DB Management
TypeScript ➝ Scalable Web Apps
Node.js ➝ Backend, Real-Time Apps
React ➝ Modern Web UIs
Vue ➝ Lightweight SPAs
Django ➝ AI/ML Backend, Web Dev
Laravel ➝ Full-Stack PHP
Blazor ➝ Web with .NET
Spring Boot ➝ Microservices, Java Enterprise
Ruby on Rails ➝ MVPs, Startups
HTML/CSS ➝ UI/UX, Web Design
Git ➝ Version Control
Linux ➝ Server, Security, DevOps
DevOps ➝ Infra Automation, CI/CD
CI/CD ➝ Testing + Deployment
Docker ➝ Containerization
Kubernetes ➝ Cloud Orchestration
Microservices ➝ Scalable Backends
Selenium ➝ Web Testing
Playwright ➝ Modern Web Automation
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- What is a primary key?
- What is a foreign key?
- What is a unique key?
- What is the difference between primary key and unique key?
- What is the difference between HAVING and WHERE?
- What are constraints in SQL? Name a few.
- What is the difference between CHAR and VARCHAR?
- What is Normalization? What are its types?
- What is Denormalization?
- What is an index in SQL?
- What are the different types of indexes?
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- What is an alias in SQL?
- What is the difference between DELETE and TRUNCATE?
- What is the difference between TRUNCATE and DROP?
- What is a view in SQL?
-------------------------------------
Intermediate SQL Interview Questions:
What is a self-join?
What is an inner join?
What is the difference between INNER JOIN and OUTER JOIN?
What are the types of OUTER JOIN?
What is a cross join?
What is a Cartesian join?
What is the difference between UNION and UNION ALL?
What is the difference between JOIN and UNION?
What is a stored procedure?
What is a trigger in SQL?
What are the different types of triggers?
What is the difference between HAVING and GROUP BY?
What are subqueries?
What are correlated subqueries?
What is an EXISTS clause in SQL?
What is the difference between EXISTS and IN?
What is a cursor in SQL?
What is the difference between OLTP and OLAP?
What are ACID properties in SQL?
What is normalization? Explain 1NF, 2NF, 3NF, and BCNF.
What is a composite key?
What is a surrogate key?
What is the use of the COALESCE function?
What is the difference between IS
NULL and IS NOT NULL?
What is partitioning in SQL?
-------------------------------------
Advanced SQL Interview Questions:
What are window functions in SQL?
What is CTE (Common Table Expression)?
What is the difference between TEMP TABLE and CTE?
What is the difference between RANK(), DENSE_RANK(), and ROW_NUMBER()?
What is a materialized view?
What is the difference between materialized views and normal views?
What is sharding in SQL?
What is the MERGE statement?
What is the JSON data type in SQL?
What is recursive CTE?
What is the difference between LEFT JOIN and LEFT OUTER JOIN?
How does indexing impact performance?
What is the difference between OLAP and OLTP?
What is ETL (Extract, Transform, Load)?
What are window functions? Explain LEAD, LAG, and NTILE.
What is a pivot table in SQL?
What is Dynamic SQL?
What is a NoSQL database? How is it different from SQL databases?
What is the difference between SQL and PL/SQL?
How to find the N-th highest salary in SQL?
-------------------------------------
Practical SQL Queries:
Find the second highest salary from an Employee table.
Find duplicate records in a table.
Write a SQL query to find the count of employees in each department.
Write a query to find employees who earn more than their managers.
Write a query to fetch the first three characters of a string.
Write a SQL query to swap two columns in a table without using a temporary table.
Write a query to find all employees who joined in the last 6 months.
Write a query to find the most repeated values in a column.
Write a query to delete duplicate rows from a table.
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| 12 | SQL Interview Questions! 🔥🚀
Basic SQL Interview Questions:
- What is SQL?
- What are the different types of SQL commands?
- What is the difference between DDL, DML, DCL, and TCL?
- What is the difference between SQL and MySQL?
- What is a primary key?
- What is a foreign key?
- What is a unique key?
- What is the difference between primary key and unique key?
- What is the difference between HAVING and WHERE?
- What are constraints in SQL? Name a few.
- What is the difference between CHAR and VARCHAR?
- What is Normalization? What are its types?
- What is Denormalization?
- What is an index in SQL?
- What are the different types of indexes?
- What is the difference between Clustered and Non-clustered indexes?
- What is an alias in SQL?
- What is the difference between DELETE and TRUNCATE?
- What is the difference between TRUNCATE and DROP?
- What is a view in SQL?
-------------------------------------
Intermediate SQL Interview Questions:
What is a self-join?
What is an inner join?
What is the difference between INNER JOIN and OUTER JOIN?
What are the types of OUTER JOIN?
What is a cross join?
What is a Cartesian join?
What is the difference between UNION and UNION ALL?
What is the difference between JOIN and UNION?
What is a stored procedure?
What is a trigger in SQL?
What are the different types of triggers?
What is the difference between HAVING and GROUP BY?
What are subqueries?
What are correlated subqueries?
What is an EXISTS clause in SQL?
What is the difference between EXISTS and IN?
What is a cursor in SQL?
What is the difference between OLTP and OLAP?
What are ACID properties in SQL?
What is normalization? Explain 1NF, 2NF, 3NF, and BCNF.
What is a composite key?
What is a surrogate key?
What is the use of the COALESCE function?
What is the difference between IS
NULL and IS NOT NULL?
What is partitioning in SQL?
-------------------------------------
Advanced SQL Interview Questions:
What are window functions in SQL?
What is CTE (Common Table Expression)?
What is the difference between TEMP TABLE and CTE?
What is the difference between RANK(), DENSE_RANK(), and ROW_NUMBER()?
What is a materialized view?
What is the difference between materialized views and normal views?
What is sharding in SQL?
What is the MERGE statement?
What is the JSON data type in SQL?
What is recursive CTE?
What is the difference between LEFT JOIN and LEFT OUTER JOIN?
How does indexing impact performance?
What is the difference between OLAP and OLTP?
What is ETL (Extract, Transform, Load)?
What are window functions? Explain LEAD, LAG, and NTILE.
What is a pivot table in SQL?
What is Dynamic SQL?
What is a NoSQL database? How is it different from SQL databases?
What is the difference between SQL and PL/SQL?
How to find the N-th highest salary in SQL?
-------------------------------------
Practical SQL Queries:
Find the second highest salary from an Employee table.
Find duplicate records in a table.
Write a SQL query to find the count of employees in each department.
Write a query to find employees who earn more than their managers.
Write a query to fetch the first three characters of a string.
Write a SQL query to swap two columns in a table without using a temporary table.
Write a query to find all employees who joined in the last 6 months.
Write a query to find the most repeated values in a column.
Write a query to delete duplicate rows from a table.
Write a SQL query to find all customers who made more than 5 purchases.
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