Coding Projects
Channel specialized for advanced concepts and projects to master: * Python programming * Web development * Java programming * Artificial Intelligence * Machine Learning Managed by: @love_data
Show more๐ Analytical overview of Telegram channel Coding Projects
Channel Coding Projects (@programming_experts) in the English language segment is an active participant. Currently, the community unites 66 179 subscribers, ranking 1 979 in the Technologies & Applications category and 5 058 in the India region.
๐ Audience metrics and dynamics
Since its creation on ะฝะตะฒัะดะพะผะพ, the project has demonstrated rapid growth, gathering an audience of 66 179 subscribers.
According to the latest data from 22 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 699 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 2.96%. Within the first 24 hours after publication, content typically collects 0.81% reactions from the total number of subscribers.
- Post reach: On average, each post receives 1 961 views. Within the first day, a publication typically gains 533 views.
- Reactions and interaction: The audience actively supports content: the average number of reactions per post is 4.
- Thematic interests: Content is focused on key topics such as |--, algorithm, array, framework, javascript.
๐ Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
โChannel specialized for advanced concepts and projects to master:
* Python programming
* Web development
* Java programming
* Artificial Intelligence
* Machine Learning
Managed by: @love_dataโ
Thanks to the high frequency of updates (latest data received on 23 June, 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.
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| 2 | ๐ 9. SQL Joins
Joins combine data from multiple tables. This is one of the most important SQL concepts.
Types of Joins:
โ INNER JOIN
โ LEFT JOIN
โ RIGHT JOIN
โ FULL JOINย
Example
SELECT Customers.Name, Orders.Order_IDย
FROM Customersย
INNER JOIN Ordersย
ON Customers.Customer_ID = Orders.Customer_ID;
โก 10. Query Optimization
As databases grow, performance becomes important.
Imagine: 100 Records = Fast, 10 Million Records = Slow
Optimization helps retrieve data efficiently.ย
Common Optimization Techniques:
โ Indexing
โ Proper Joins
โ Filtering Early
โ Avoiding Unnecessary Queriesย
๐ Databases Every Developer Should Know
๐ฌ MySQL
Best for: Beginners, Web Applications, Small to Medium Projects
Official Site: MySQL
๐ PostgreSQL
Best for: Enterprise Applications, Analytics, Complex Systems
Official Site: PostgreSQL
๐ MongoDB
Best for: Flexible Data Storage, Modern Applications, NoSQL Projects
Official Site: MongoDB
๐ Beginner Database Projects
Build these projects to strengthen your skills:
โ Student Management System
โ Library Management System
โ Inventory Tracker
โ Expense Tracker
โ Employee Database System
โ E-commerce Databaseย
โ ๏ธ Common Beginner Mistakes
โ Skipping SQL fundamentals
โ Learning NoSQL before SQL
โ Ignoring database design
โ Not practicing joins
โ Memorizing queries without understandingย
๐บ๏ธ Database Learning Roadmap
Week 1 โ Tables, Rows & Columns, CRUD Operations
Week 2 โ Filtering, Sorting, Aggregations
Week 3 โ Joins, Relationships, Primary & Foreign Keys
Week 4 โ Indexes, Optimization, Database Designย
๐ก Why Databases Matter
Almost every software application relies on databases.
Whether you're becoming:
โ Web Developer
โ Data Analyst
โ Data Scientist
โ Backend Engineer
โ AI Engineer
Database skills are essential.ย
๐ Double Tap โค๏ธ For More | 564 |
| 3 | ๐ 9. SQL Joins
Joins combine data from multiple tables. This is one of the most important SQL concepts.
Types of Joins:
โ INNER JOIN
โ LEFT JOIN
โ RIGHT JOIN
โ FULL JOIN
Example
SELECT Customers.Name, Orders.Order_ID
FROM Customers
INNER JOIN Orders
ON Customers.Customer_ID = Orders.Customer_ID;
โก 10. Query Optimization
As databases grow, performance becomes important.
Imagine: 100 Records = Fast, 10 Million Records = Slow
Optimization helps retrieve data efficiently.
Common Optimization Techniques:
โ Indexing
โ Proper Joins
โ Filtering Early
โ Avoiding Unnecessary Queries
๐ Databases Every Developer Should Know
๐ฌ MySQL
Best for: Beginners, Web Applications, Small to Medium Projects
Official Site: MySQL
๐ PostgreSQL
Best for: Enterprise Applications, Analytics, Complex Systems
Official Site: PostgreSQL
๐ MongoDB
Best for: Flexible Data Storage, Modern Applications, NoSQL Projects
Official Site: MongoDB
๐ Beginner Database Projects
Build these projects to strengthen your skills:
โ Student Management System
โ Library Management System
โ Inventory Tracker
โ Expense Tracker
โ Employee Database System
โ E-commerce Database
โ ๏ธ Common Beginner Mistakes
โ Skipping SQL fundamentals
โ Learning NoSQL before SQL
โ Ignoring database design
โ Not practicing joins
โ Memorizing queries without understanding
๐บ๏ธ Database Learning Roadmap
Week 1 โ Tables, Rows & Columns, CRUD Operations
Week 2 โ Filtering, Sorting, Aggregations
Week 3 โ Joins, Relationships, Primary & Foreign Keys
Week 4 โ Indexes, Optimization, Database Design
๐ก Why Databases Matter
Almost every software application relies on databases.
Whether you're becoming:
โ Web Developer
โ Data Analyst
โ Data Scientist
โ Backend Engineer
โ AI Engineer
Database skills are essential.
๐ Double Tap โค๏ธ For More
-----
1.34 โฝ ยท /balance_help | 1 |
| 4 | ๐ Learn Databases ๐๏ธ๐พ
Every application stores data.
Think about:
โ Instagram storing user profiles
โ Amazon storing product information
โ Netflix storing movies and subscriptions
โ Banking applications storing transactions
Where is all this data stored?
๐ In Databases
If programming is the brain of an application, then databases are its memory ๐ง ๐พ
๐ง 1. What is a Database?
A Database is an organized collection of data that can be stored, managed, and retrieved efficiently.
Without databases:
โ Data would be lost after closing the application
โ Searching information would be difficult
โ Large applications would be impossible to build
๐ Real-World Examples
Banking System Stores:
โ Customer Information
โ Account Details
โ Transaction History
โ Loan Information
E-Commerce Website Stores:
โ Products
โ Orders
โ Customers
โ Payments
Social Media Platform Stores:
โ Users
โ Posts
โ Comments
โ Messages
๐ 2. Types of Databases
There are two major categories:
๐๏ธ Relational Databases SQL
Data is stored in tables.
Example:
ID Name Age
1 John 25
2 Sarah 30
Popular SQL Databases:
โ MySQL
โ PostgreSQL
โ Microsoft SQL Server
๐ NoSQL Databases
Data is stored in flexible formats.
Example:
{
"name": "John",
"age": 25
}
Popular NoSQL Databases:
โ MongoDB
โ Redis
๐ง 3. Why Learn SQL?
SQL Structured Query Language is used to communicate with databases.
It is one of the most important skills for:
โ Developers
โ Data Analysts
โ Data Scientists
โ Backend Engineers
โ Database Administrators
Many companies ask SQL questions in interviews.
๐ 4. CRUD Operations
CRUD stands for:
Operation Meaning
Create Insert Data
Read Retrieve Data
Update Modify Data
Delete Remove Data
These are the most fundamental database operations.
โ CREATE Insert Data
Example:
INSERT INTO Students VALUES (1, 'John', 22);
Adds a new record.
๐ READ Retrieve Data
Example:
SELECT * FROM Students;
Displays all records.
โ๏ธ UPDATE Modify Data
Example:
UPDATE Students SET Age = 23 WHERE ID = 1;
Updates existing information.
โ DELETE Remove Data
Example:
DELETE FROM Students WHERE ID = 1;
Removes a record.
๐ 5. Database Tables
Databases organize information using tables.
Example: Employees Table
Employee_ID Name Department
101 Rahul IT
102 Priya HR
103 Amit Finance
Each row is a record. Each column represents an attribute.
๐ 6. Primary Keys
A Primary Key uniquely identifies each row.
Example:
ID Name
1 Rahul
2 Priya
ID acts as the Primary Key.
Rules:
โ Unique
โ Cannot be NULL
๐ 7. Relationships Between Tables
Large databases contain multiple tables. These tables are connected using relationships.
Example
Customers Table
Customer_ID Name
1 Rahul
Orders Table
Order_ID Customer_ID
101 1
Customer_ID connects both tables.
๐ 8. SQL Queries Every Beginner Must Learn
Select Data
SELECT * FROM Employees;
Filter Data
SELECT * FROM Employees WHERE Department = 'IT';
Sort Data
SELECT * FROM Employees ORDER BY Salary DESC;
Count Records
SELECT COUNT(*) FROM Employees;
Group Data
SELECT Department, COUNT(*) FROM Employees GROUP BY Department; | 491 |
| 5 | ๐ณ ๐๐ฅ๐๐ ๐๐ฒ๐ฟ๐๐ถ๐ณ๐ถ๐ฐ๐ฎ๐๐ถ๐ผ๐ป ๐๐ผ๐๐ฟ๐๐ฒ๐ ๐ง๐ผ ๐๐ป๐ฟ๐ผ๐น๐น ๐๐ป ๐ฎ๐ฌ๐ฎ๐ฒ๐ย
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| 6 | ๐ฐ Python Trick | 1 177 |
| 7 | ๐ฃ๐ฎ๐ ๐๐ณ๐๐ฒ๐ฟ ๐ฃ๐น๐ฎ๐ฐ๐ฒ๐บ๐ฒ๐ป๐ - ๐๐๐น๐น๐๐๐ฎ๐ฐ๐ธ๐๐ฒ๐ ๐๐ฒ๐ฟ๐๐ถ๐ณ๐ถ๐ฐ๐ฎ๐๐ถ๐ผ๐ป ๐ช๐ถ๐๐ต ๐๐ฒ๐ป๐๐ ๐
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| 8 | SQL Command Essentials: DDL, DML, DCL, TCL ๐
โ DDL (Data Definition Language)ย
โ CREATE: Make new tables/databasesย
โ ALTER: Modify table structureย
โ DROP: Delete tables/databasesย
โ TRUNCATE: Remove all data, keep structure
โ DML (Data Manipulation Language)ย
โ SELECT: Retrieve dataย
โ INSERT: Add dataย
โ UPDATE: Change dataย
โ DELETE: Remove data
โ DCL (Data Control Language)ย
โ GRANT: Give access rightsย
โ REVOKE: Remove access rights
โ TCL (Transaction Control Language)ย
โ COMMIT: Save changesย
โ ROLLBACK: Undo changesย
โ SAVEPOINT: Mark save point to rollbackย
โ BEGIN/END TRANSACTION: Start/end transactions
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| 10 | Here is how you can explain your project in an interview ๐ฅ
When youโre in an interview, itโs super important to know how to talk about your projects in a way that impresses the interviewer. Here are some key points to help you do just that:
โค ๐ฃ๐ฟ๐ผ๐ท๐ฒ๐ฐ๐ ๐ข๐๐ฒ๐ฟ๐๐ถ๐ฒ๐:
- Start with a quick summary of the project you worked on. What was it all about? What were the main goals? Keep it short and sweet something you can explain in about 30 seconds.
โค ๐ฃ๐ฟ๐ผ๐ฏ๐น๐ฒ๐บ ๐ฆ๐๐ฎ๐๐ฒ๐บ๐ฒ๐ป๐:
- What problem were you trying to solve with this project? Explain why this problem was important and needed addressing.
โค ๐ฃ๐ฟ๐ผ๐ฝ๐ผ๐๐ฒ๐ฑ ๐ฆ๐ผ๐น๐๐๐ถ๐ผ๐ป:
- Describe the solution you came up with. How does it work, and why is it a good fix for the problem?
โค ๐ฌ๐ผ๐๐ฟ ๐ฅ๐ผ๐น๐ฒ:
- Talk about what you specifically did. What were your main tasks? Did you face any challenges, and how did you overcome them? Make sure itโs clear whether you were leading the project, a key player, or supporting the team.
โค ๐ง๐ฒ๐ฐ๐ต๐ป๐ผ๐น๐ผ๐ด๐ถ๐ฒ๐ ๐ฎ๐ป๐ฑ ๐ง๐ผ๐ผ๐น๐:
- Mention the tech and tools you used. This shows your technical know-how and your ability to choose the right tools for the job.
โค ๐๐บ๐ฝ๐ฎ๐ฐ๐ ๐ฎ๐ป๐ฑ ๐๐ฐ๐ต๐ถ๐ฒ๐๐ฒ๐บ๐ฒ๐ป๐๐:
- Share the results of your project. Did it make things better? How? Mention any improvements, efficiencies, or positive feedback you got. This helps show the project was a success and highlights your contribution.
โค ๐ง๐ฒ๐ฎ๐บ ๐๐ผ๐น๐น๐ฎ๐ฏ๐ผ๐ฟ๐ฎ๐๐ถ๐ผ๐ป:
- If you worked with a team, talk about how you collaborated. What was your role in the team? How did you communicate and contribute to the teamโs success?
โค ๐๐ฒ๐ฎ๐ฟ๐ป๐ถ๐ป๐ด ๐ฎ๐ป๐ฑ ๐๐ฒ๐๐ฒ๐น๐ผ๐ฝ๐บ๐ฒ๐ป๐:
- Reflect on what you learned from the project. How did it help you grow professionally? What new skills did you gain, and what would you do differently next time?
โค ๐ง๐ถ๐ฝ๐ ๐ณ๐ผ๐ฟ ๐ฌ๐ผ๐๐ฟ ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ฃ๐ฟ๐ฒ๐ฝ๐ฎ๐ฟ๐ฎ๐๐ถ๐ผ๐ป:
- Be ready with a 30 second elevator pitch about your projects, and also have a five-minute detailed overview ready.
- Know why you chose the project, what your role was, what decisions you made, and how the results compared to what you expected.
- Be clear on the scope of the project whether it was a long-term effort or a quick task.
- If thereโs a pause after you describe the project, donโt hesitate to ask if theyโd like more details or if thereโs a specific part theyโre interested in.
Remember, ๐ฐ๐ผ๐บ๐บ๐๐ป๐ถ๐ฐ๐ฎ๐๐ถ๐ผ๐ป ๐ถ๐ ๐ธ๐ฒ๐. You might have done great work, but if you donโt explain it well, itโs hard for the interviewer to understand your impact. So, practice explaining your projects with clarity.
By focusing on clear communication, you can showcase your skills more effectively and increase your chances of landing the job.
make sure to Scroll through the above messages ๐ you will definitely find more interesting things ๐
All the best ๐๐ | 975 |
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| 12 | Step-by-step Guide to Create a Web Development Portfolio:
โ
1๏ธโฃ Choose Your Tech Stack
Decide what type of web developer you are:
โข Frontend โ HTML, CSS, JavaScript, React
โข Backend โ Node.js, Express, Python (Django/Flask)
โข Full-stack โ Mix of both frontend + backend
โข Optional: Use tools like Git, GitHub, Netlify, Vercel
โ
2๏ธโฃ Plan Your Portfolio Structure
Your site should include:
โข Home Page โ Short intro about you
โข About Me โ Skills, tools, background
โข Projects โ Showcased with live links + GitHub
โข Contact โ Email, LinkedIn, social media links
โข Optional: Blog section (for SEO & personal branding)
โ
3๏ธโฃ Build the Portfolio Website
Use these options:
โข HTML/CSS/JS (for full control)
โข React or Vue (for interactive UI)
โข Use templates from GitHub for inspiration
โข Responsive design: Make sure it works on mobile too!
โ
4๏ธโฃ Add 2โ4 Strong Projects
Projects should be diverse and show your skills:
โข Personal website
โข Weather app, to-do list, blog, portfolio CMS
โข E-commerce or booking clone
โข API integration project
Each project should have:
โข Short description
โข Tech stack used
โข Live demo link
โข GitHub code link
โข Screenshots or GIFs
โ
5๏ธโฃ Deploy Your Portfolio Online
Use free hosting platforms:
โข Netlify
โข GitHub Pages
โข Vercel
โข Render
โ
6๏ธโฃ Keep It Updated
โข Add new projects
โข Keep links working
โข Fix any bugs
โข Write short blog posts if possible
๐ก Pro Tips
โข Make your site visually clean and simple
โข Add a downloadable resume
โข Link your GitHub and LinkedIn
โข Use a custom domain if possible (e.g., yourname.dev)
๐ฏ Goal: When someone visits your site, they should know who you are, what you do, and how to contact youโall in under 30 seconds.
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| 14 | ๐ก 10 SQL Projects You Can Start Today (With Datasets)
1) E-commerce Deep Dive ๐
Brazilian orders, payments, reviews, deliveries โ the full package.
https://www.kaggle.com/datasets/olistbr/brazilian-ecommerce
2) Sales Performance Tracker ๐
Perfect for learning KPIs, revenue trends, and top products.
https://www.kaggle.com/datasets/kyanyoga/sample-sales-data
3) HR Analytics (Attrition + Employee Insights) ๐ฅ
Analyze why employees leave + build dashboards with SQL.
https://www.kaggle.com/datasets/pavansubhasht/ibm-hr-analytics-attrition-dataset
4) Banking + Financial Data ๐ณ
Great for segmentation, customer behavior, and risk analysis.
https://www.kaggle.com/datasets?tags=11129-Banking
5) Healthcare & Mortality Analysis ๐ฅ
Serious dataset for serious SQL practice (filters, joins, grouping).
https://www.kaggle.com/datasets/cdc/mortality
6) Marketing + Customer Value (CRM) ๐ฏ
Customer lifetime value, retention, and segmentation projects.
https://www.kaggle.com/datasets/pankajjsh06/ibm-watson-marketing-customer-value-data
7) Supply Chain & Procurement Analytics ๐
Great for vendor performance + procurement cost tracking.
https://www.kaggle.com/datasets/shashwatwork/dataco-smart-supply-chain-for-big-data-analysis
8) Inventory Management ๐ฆ
Search and pick a dataset โ tons of options here.
https://www.kaggle.com/datasets/fayez1/inventory-management
9) Web/Product Review Analytics โญ๏ธ
Use SQL to analyze ratings, trends, and categories.
https://www.kaggle.com/datasets/zynicide/wine-reviews
10) Social Mediaโ Style Analytics (User Behavior / Health Trends) ๐
This one is more behavioral analytics than social media, but still great for SQL practice.
https://www.kaggle.com/datasets/aasheesh200/framingham-heart-study-dataset | 1 150 |
| 15 | ๐ ๐๐ถ๐๐ฐ๐ผ ๐๐ฅ๐๐ ๐๐ฎ๐๐ฎ ๐๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐ ๐๐ฒ๐ฟ๐๐ถ๐ณ๐ถ๐ฐ๐ฎ๐๐ถ๐ผ๐ป | ๐๐ป๐ฟ๐ผ๐น๐น ๐ก๐ผ๐! ๐
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| 16 | ๐ผ Career Roles Security Analyst, Penetration Tester, Security Engineer
๐ฎ PATH 6: Game Development
For those passionate about games.
๐ง Learn C#, Unity, Unreal Engine
๐ Technologies Unity, Unreal Engine
๐ผ Career Roles Game Developer, Gameplay Programmer, Graphics Programmer
๐ How to Choose the Right Path
Ask yourself:
Do you enjoy building websites ๐ Choose Web Development
Do you enjoy data and analytics ๐ Choose Data Science & AI
Do you enjoy mobile apps ๐ Choose App Development
Do you enjoy servers and infrastructure ๐ Choose Cloud & DevOps
Do you enjoy security and hacking ๐ Choose Cybersecurity
Do you enjoy games ๐ Choose Game Development
๐ฅ Most Beginner-Friendly Paths
1๏ธโฃ Web Development
2๏ธโฃ Data Analytics / Data Science
3๏ธโฃ App Development
These paths have abundant learning resources, projects, and job opportunities.
โ ๏ธ Common Mistakes
โ Following trends blindly
โ Switching paths every month
โ Learning multiple domains simultaneously
โ Avoiding projects
๐ Final Advice
Your first path does not have to be your last path.
Many professionals start as: Web Developer to AI Engineer, Data Analyst to Data Scientist, App Developer to Full Stack Developer
The important thing is to pick one path and commit to it.
Focus > Consistency > Projects > Experience > Success
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| 17 | ๐ How to Choose Your Development Path ๐จโ๐ป๐ฅ
Programming is a huge field.
Trying to learn everything at once leads to confusion and burnout.
Instead, choose one path, master it, build projects, and become an expert.
๐ง Why Choosing a Path is Important
Many beginners make this mistake:
โ Python today
โ Web Development tomorrow
โ AI next week
โ Cybersecurity next month
Result: Learned many things, Mastered nothing
The better approach is:
โข Choose One Path
โข Learn Deeply
โข Build Projects
โข Get Experience
โข Get Hired
๐ PATH 1: Web Development
Web Developers build websites and web applications.
Everything you use online is built by web developers.
Examples: E-commerce Websites, Social Media Platforms, Banking Portals, Learning Platforms, Business Websites
๐ง What You'll Learn
Frontend Development Frontend is what users see.
Learn: HTML, CSS, JavaScript, React
Backend Development Backend handles business logic and databases.
Learn: Node.js, Express.js, Django
Databases Learn: MySQL, PostgreSQL, MongoDB
๐ Technologies React, Node.js, Django, MongoDB
๐ Example Projects Portfolio Website, Blog Application, E-commerce Website, Chat Application, Food Delivery Platform
๐ผ Career Roles Frontend Developer, Backend Developer, Full Stack Developer, Software Engineer
๐ PATH 2: Data Science & AI
If you love data, statistics, automation, and intelligent systems, this path is for you.
AI is transforming industries worldwide.
๐ง What You'll Learn
Data Analysis Learn: Excel, SQL, Python, Data Visualization
Machine Learning Learn: Regression, Classification, Clustering
Deep Learning Learn: Neural Networks, Computer Vision, NLP
๐ Technologies Pandas, NumPy, Scikit-learn, TensorFlow
๐ Example Projects Sales Dashboard, Recommendation System, Sentiment Analysis, AI Chatbot, Stock Prediction Model
๐ผ Career Roles Data Analyst, Data Scientist, Machine Learning Engineer, AI Engineer
๐ฑ PATH 3: App Development
App Developers build mobile applications.
Examples: WhatsApp, Instagram, Uber, Paytm
๐ง What You'll Learn
Android Development Learn: Kotlin, Android Studio
Cross-Platform Development Learn: Flutter, React Native
APIs & Databases Learn: REST APIs, Firebase, MySQL
๐ Technologies Flutter, React Native, Kotlin
๐ Example Projects Expense Tracker App, Food Ordering App, Fitness Tracker, Chat App, E-learning App
๐ผ Career Roles Android Developer, iOS Developer, Mobile App Developer
โ๏ธ PATH 4: Cloud & DevOps
Cloud and DevOps professionals manage deployment and infrastructure.
They ensure applications run smoothly at scale.
๐ง Learn Linux, Networking Basics, Docker, Kubernetes, AWS
๐ Technologies Docker, AWS, Kubernetes
๐ผ Career Roles DevOps Engineer, Cloud Engineer, Site Reliability Engineer
๐ PATH 5: Cybersecurity
Cybersecurity professionals protect systems from attacks.
With increasing cyber threats, demand is growing rapidly.
๐ง Learn Networking, Linux, Ethical Hacking, Penetration Testing, Security Tools
๐ Technologies Kali Linux, Wireshark | 871 |
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