Data Analyst Interview Resources
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Join our telegram channel to learn how data analysis can reveal fascinating patterns, trends, and stories hidden within the numbers! 📊 For ads & suggestions: @love_data
نمایش بیشتر
شبکه:📈 تحلیل کانال تلگرام Data Analyst Interview Resources
کانال Data Analyst Interview Resources (@dataanalystinterview) در بخش زبانی انگلیسی بازیگری فعال است. در حال حاضر جامعه شامل 52 588 مشترک است و جایگاه 3 255 را در دسته آموزش و رتبه 6 609 را در منطقه الهند دارد.
📊 شاخصهای مخاطب و پویایی
از زمان ایجاد در невідомо، پروژه رشد سریعی داشته و 52 588 مشترک جذب کرده است.
بر اساس آخرین دادهها در تاریخ 15 سپتامبر, 2026، کانال فعالیت پایداری دارد. در ۳۰ روز گذشته تغییر اعضا برابر -70 و در ۲۴ ساعت گذشته برابر -11 بوده و همچنان دسترسی گستردهای حفظ شده است.
- وضعیت تأیید: تأیید نشده
- نرخ تعامل (ER): میانگین تعامل مخاطب 1.82% است و در ۲۴ ساعت نخست پس از انتشار، محتوا معمولاً 0.79% واکنش نسبت به کل مشترکان کسب میکند.
- دسترسی پستها: هر پست به طور میانگین 957 بازدید دریافت میکند. در اولین روز معمولاً 415 بازدید جمعآوری میشود.
- واکنشها و تعامل: مخاطبان بهطور فعال حمایت میکنند؛ میانگین واکنش به هر پست 4 است.
- علایق موضوعی: محتوا بر موضوعات کلیدی مانند sql, row, |--, dataset, visualization تمرکز دارد.
📝 توضیح و سیاست محتوایی
نویسنده این فضا را محل بیان دیدگاههای شخصی توصیف میکند:
“Join our telegram channel to learn how data analysis can reveal fascinating patterns, trends, and stories hidden within the numbers! 📊
For ads & suggestions: @love_data”
به لطف بهروزرسانیهای پرتکرار (آخرین داده در تاریخ 16 سپتامبر, 2026)، کانال همواره بهروز و دارای دسترسی بالاست. تحلیلها نشان میدهد مخاطبان بهطور فعال با محتوا تعامل دارند و آن را به نقطه اثرگذاری مهم در دسته آموزش تبدیل کردهاند.
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پستهای کانال
🚀 Complete SQL Roadmap 🗄🔥
🧠 STEP 1: Learn SQL Basics
✔ What is SQL?
✔ Databases & Tables
✔ SELECT Statement
✔ WHERE Clause
✔ ORDER BY
🛠 Databases to Practice:
✔ MySQL
✔ PostgreSQL
✔ SQL Server
📊 STEP 2: Learn Filtering & Aggregation
✔ DISTINCT
✔ LIMIT & TOP
✔ COUNT, SUM, AVG
✔ MIN & MAX
✔ GROUP BY & HAVING
⚡ STEP 3: Master SQL JOINS
✔ INNER JOIN
✔ LEFT JOIN
✔ RIGHT JOIN
✔ FULL JOIN
✔ SELF JOIN
🛠 Concepts to Learn:
✔ Primary Key
✔ Foreign Key
✔ Relationships
📈 STEP 4: Learn Advanced SQL
✔ Subqueries
✔ Common Table Expressions (CTEs)
✔ CASE WHEN
✔ UNION & UNION ALL
✔ EXISTS & IN
🔥 STEP 5: Learn Window Functions
✔ ROW_NUMBER()
✔ RANK()
✔ DENSE_RANK()
✔ LEAD() & LAG()
✔ PARTITION BY
🧠 STEP 6: Learn Database Design
✔ Normalization
✔ Schema Design
✔ Indexing
✔ Constraints
✔ Data Integrity
☁️ STEP 7: Learn SQL Optimization
✔ Query Optimization
✔ Execution Plans
✔ Index Optimization
✔ Performance Tuning
🛠 Tools to Learn:
✔ DBeaver
✔ pgAdmin
✔ MySQL Workbench
📂 STEP 8: Build Real SQL Projects
✔ Sales Database Analysis
✔ Employee Management System
✔ E-commerce Database
✔ Customer Analytics
✔ Inventory Management
💡 SQL Notes: https://whatsapp.com/channel/0029VbCyzS02ZjCwoShXXc2j
💬 Tap ❤️ if this helped you!
| 2 |  🎓 𝗧𝗼𝗽 𝗜𝗻-𝗗𝗲𝗺𝗮𝗻𝗱 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 𝘁𝗼 𝗠𝗮𝘀𝘁𝗲𝗿 𝗶𝗻 𝟮𝟬𝟮𝟲 🔥
Explore these FREE certification courses in today’s most in-demand technology fields:
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⚡ Start learning today and prepare yourself for better career opportunities in 2026! | 127 |
| 3 |  🚀 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲 𝘁𝗼 𝗚𝗲𝘁 𝗮 𝗛𝗶𝗴𝗵-𝗣𝗮𝘆𝗶𝗻𝗴 𝗝𝗼𝗯 𝗶𝗻 𝟮𝟬𝟮𝟲 📊
Build job-ready skills through live online classes, practical assignments and real-world projects.
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⚡Prepare for roles such as Data Analyst, Business Analyst, BI Analyst and Reporting Analyst. | 389 |
| 4 |  🚀 𝗧𝗼𝗽 𝟯 𝗙𝗥𝗘𝗘 𝗥𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀 𝘁𝗼 𝗟𝗲𝗮𝗿𝗻 𝗜𝗻-𝗗𝗲𝗺𝗮𝗻𝗱 𝗧𝗲𝗰𝗵 𝗦𝗸𝗶𝗹𝗹𝘀 🔥
💫 Artificial Intelligence (AI)
📊 Data Analytics
🔐 Cybersecurity
🔗 𝗘𝗻𝗿𝗼𝗹𝗹 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 👇:-
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🎯 Perfect for Students • Freshers • Beginners • Tech Enthusiasts
💡 Learn for FREE → Build Skills → Upgrade Your Career | 670 |
| 5 | 🚀 Roadmap to Master Power BI in 30 Days! 📊💡
📅 Week 1: Basics Interface
🔹 Day 1–2: What is Power BI? Setup Interface Tour
🔹 Day 3–4: Data import (Excel, CSV, SQL)
🔹 Day 5–7: Data transformation using Power Query (cleaning, filtering)
📅 Week 2: Data Modeling DAX
🔹 Day 8–9: Relationships between tables
🔹 Day 10–11: Basic DAX (SUM, COUNT, CALCULATE)
🔹 Day 12–14: Calculated columns measures
📅 Week 3: Visualizations Dashboards
🔹 Day 15–17: Bar, line, pie, table, card visuals
🔹 Day 18–19: Slicers, filters, drill-throughs
🔹 Day 20–21: Design interactive dashboards
📅 Week 4: Advanced Deployment
🔹 Day 22–24: Time intelligence (YTD, MTD, comparisons)
🔹 Day 25–26: Publish to Power BI Service + schedule refresh
🔹 Day 27–28: Row-Level Security
🔹 Day 29–30: Build a real-world dashboard project
💬 Tap ❤️ for more! | 1 010 |
| 6 |  𝗧𝗼𝗽 𝟱 𝗙𝗥𝗘𝗘 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝘁𝗼 𝗞𝗶𝗰𝗸𝘀𝘁𝗮𝗿𝘁 𝗬𝗼𝘂𝗿 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗖𝗮𝗿𝗲𝗲𝗿 📊
Want to start a career in Data Science without spending money?
Here are 5 beginner-friendly learning resources covering essential skills such as Python, SQL, Machine Learning and hands-on projects.
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🎯 Perfect for Students • Freshers • Beginners • Aspiring Data Scientists
💡 Learn → Practice → Build Projects → Create Your Portfolio | 1 105 |
| 7 |  𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗙𝗥𝗘𝗘 𝗢𝗻𝗹𝗶𝗻𝗲 𝗠𝗮𝘀𝘁𝗲𝗿𝗰𝗹𝗮𝘀𝘀 😍
💫Accelerate your career in Data Science
💫Discover the skills, tools and career roadmap needed to enter this high-demand field.
🔥 Beginner-friendly online session—no prior experience required!
𝗥𝗲𝗴𝗶𝘀𝘁𝗲𝗿 𝗙𝗼𝗿 𝗙𝗥𝗘𝗘 👇:-
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(Only few slots left )
📅 Date: September 11, 2026
⏰ Time: 7:00 PM | 957 |
| 8 |  🚀 𝗧𝗼𝗽 𝗧𝗲𝗰𝗵 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 𝘁𝗼 𝗟𝗮𝗻𝗱 𝗛𝗶𝗴𝗵-𝗣𝗮𝘆𝗶𝗻𝗴 𝗝𝗼𝗯𝘀 𝗶𝗻 𝟮𝟬𝟮𝟲😍
💰 Highest Salary: ₹41 LPA
📈 Average Salary: ₹7.4 LPA
🎓 2,000+ Students Placed
🏢 500+ Hiring Partners
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📊 Data Analytics :- https://pdlink.in/45vk5ph
💫AI Engineering :- https://pdlink.in/4fWJVID
🔥 Take the first step towards your high-paying tech career in 2026! | 910 |
| 9 |  🚀 𝗧𝗔𝗧𝗔 𝗚𝗿𝗼𝘂𝗽 𝗙𝗥𝗘𝗘 𝗩𝗶𝗿𝘁𝘂𝗮𝗹 𝗜𝗻𝘁𝗲𝗿𝗻𝘀𝗵𝗶𝗽 𝗣𝗿𝗼𝗴𝗿𝗮𝗺𝘀 😍
Tata Group/TCS virtual job simulations let you work through industry-style tasks and strengthen your resume.
🎓 3 FREE Virtual Programs:
📊 Data Visualisation
🔐 Cybersecurity
🌱 ESG (Environmental, Social & Governance)
💻 Virtual & flexible
🎓 Free Certificate on Completion
📄 Add the experience to your Resume/LinkedIn
🔗 𝗘𝗻𝗿𝗼𝗹𝗹 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 👇:-
https://pdlink.in/4yoXEOI
🔥 Perfect for Students • Freshers • Job Seekers | 886 |
| 10 | 🔥 SQL Interview Question of the Day
📌 Scenario:
A streaming platform wants to find the most watched movie in each genre.
You have one table:
watch_history
• user_id
• movie_id
• movie_name
• genre
• watch_time_minutes
☑ Solution:
SELECT
genre,
movie_name,
total_watch_time
FROM (
SELECT
genre,
movie_name,
SUM(watch_time_minutes) AS total_watch_time,
RANK() OVER (
PARTITION BY genre
ORDER BY SUM(watch_time_minutes) DESC
) AS rnk
FROM watch_history
GROUP BY genre, movie_name
) t
WHERE rnk = 1;
💡 Concept Tested:
Window Functions + RANK() + GROUP BY + Aggregate Functions
❤️ React if you want more SQL interview questions. | 776 |
| 11 |  🚀 𝗙𝗥𝗘𝗘 𝗥𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀 𝘁𝗼 𝗟𝗲𝗮𝗿𝗻 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 📊
Want to build a career in Data Analytics but don’t know where to start? Learn the most important skills completely FREE with these expert YouTube resources.
🔥 Learn → Practice → Build Projects → Become Job-Ready
🔗 𝗘𝗻𝗿𝗼𝗹𝗹 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 👇:-
https://pdlink.in/4ysm4XS
🎯 Perfect for Students • Freshers • Job Seekers • Aspiring Data Analysts | 735 |
| 12 | 🔥 Power BI Interview Question of the Day
📌 Scenario:
A sales manager wants to compare each product's sales with the average sales of its category.
You have one table:
sales
• product_id
• category
• sales_amount
☑ Solution (DAX):
Category Avg Sales =
CALCULATE(
AVERAGE(sales[sales_amount]),
ALLEXCEPT(sales, sales[category])
)
Sales vs Category Avg =
sales[sales_amount] - [Category Avg Sales]
💡 Concept Tested:
CALCULATE() + ALLEXCEPT() (Calculating Category-Level Averages)
❤️ React if you want more Power BI interview questions. | 968 |
| 13 |  🚀 𝗙𝗥𝗘𝗘 𝗖𝗶𝘁𝗶 𝗩𝗶𝗿𝘁𝘂𝗮𝗹 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗣𝗿𝗼𝗴𝗿𝗮𝗺𝘀 😍 | Boost Your Resume
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🔗 𝗘𝗻𝗿𝗼𝗹𝗹 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 👇:-
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🔥 Learn → Complete Projects → Earn Certificate → Strengthen Your Resume | 804 |
| 14 | 🔥 SQL Interview Question of the Day
📌 Scenario:
A food delivery company wants to find the average delivery time taken by each city.
You have one table:
deliveries
• delivery_id
• customer_id
• city
• order_time
• delivery_time
☑ Solution:
SELECT
city,
AVG(
TIMESTAMPDIFF(MINUTE, order_time, delivery_time)
) AS avg_delivery_time
FROM deliveries
GROUP BY city
ORDER BY avg_delivery_time;
💡 Concept Tested:
GROUP BY + Date Time Functions + Aggregate Functions
(Calculating Performance Metrics From Time-Based Data)
❤️ React if you want more SQL interview questions. | 758 |
| 15 |  🚀 𝗠𝗮𝘀𝘁𝗲𝗿 𝗜𝗻-𝗗𝗲𝗺𝗮𝗻𝗱 𝗧𝗲𝗰𝗵 𝗦𝗸𝗶𝗹𝗹𝘀 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 𝗶𝗻 𝟮𝟬𝟮𝟲 🔥
Want to upgrade your tech skills without spending money?
Here are some excellent FREE YouTube resources to learn high-demand technologies through tutorials and hands-on practice.
🔥 Learn → Practice → Build Projects → Upgrade Your Resume
🔗 𝗘𝗻𝗿𝗼𝗹𝗹 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 👇:-
https://pdlink.in/4x3B9hb
🎯 Perfect for Students • Freshers • Job Seekers • Working Professionals | 768 |
| 16 |  🚀 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲 𝗢𝗻 𝗔𝘇𝘂𝗿𝗲 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 ☁️
✨ Build practical skills in Cloud AI • Machine Learning • Data Preparation • ML Workflows • Azure Data Services.
🔥 Learn → Practice → Build Projects → Strengthen Your Tech Career
🔗 𝗘𝗻𝗿𝗼𝗹𝗹 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 👇:-
https://pdlink.in/3UyljxK
🎓 Perfect for Students • Freshers • Data Science Aspirants • AI/ML Learners • Working Professionals | 846 |
| 17 |  𝗣𝗮𝘆 𝗔𝗳𝘁𝗲𝗿 𝗣𝗹𝗮𝗰𝗲𝗺𝗲𝗻𝘁 — 𝗚𝗲𝘁 𝗣𝗹𝗮𝗰𝗲𝗱 𝗜𝗻 𝗧𝗼𝗽 𝗧𝗲𝗰𝗵 𝗖𝗼𝗺𝗽𝗮𝗻𝗶𝗲𝘀😍
Learn JAVA/MERN Full Stack Development With GenAI.
🏆 Placement Highlights:-
💰 ₹41 LPA highest salary
📈 ₹7.4 LPA average salary
🎓 2,000+ students placed
🏢 500+ partner companies
🔗 𝗔𝗽𝗽𝗹𝘆 𝗡𝗼𝘄 👇:-
https://pdlink.in/3SuUeuD
⚡ Take the first step toward your dream tech career today! | 868 |
| 18 |  🔥 𝗠𝗮𝘀𝘁𝗲𝗿 𝗦𝗤𝗟 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 — 𝗙𝗿𝗼𝗺 𝗕𝗲𝗴𝗶𝗻𝗻𝗲𝗿 𝘁𝗼 𝗔𝗱𝘃𝗮𝗻𝗰𝗲𝗱! 💻📊
These free learning resources cover everything from database fundamentals to advanced SQL queries, with opportunities to practice real-world problems.
🎯 Top FREE SQL Resources:
1️⃣ Introduction to Databases & SQL — Udemy
2️⃣ Advanced Database & SQL — Udemy
3️⃣ Learn SQL — Codecademy
4️⃣ SQL Tutorial — SQLZoo
🔗 𝗘𝗻𝗿𝗼𝗹𝗹 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 👇:-
https://pdlink.in/4gNYHk7
🚀 Start from the basics and work your way toward advanced SQL skills! | 946 |
| 19 |  🚀 𝗗𝗿𝗲𝗮𝗺𝗶𝗻𝗴 𝗼𝗳 𝗪𝗼𝗿𝗸𝗶𝗻𝗴 𝗮𝘁 𝗧𝗼𝗽 𝗧𝗲𝗰𝗵 𝗖𝗼𝗺𝗽𝗮𝗻𝗶𝗲𝘀? 💻🔥
Here’s a collection of company-specific resources to help you understand their interview and hiring processes.
🎯 Interview Preparation Guides For:
🟠 Amazon – Interviewing Guide
🔵 Google – Interview Tips
🪟 Microsoft – Hiring & Interview Tips
🟢 NVIDIA – Hiring Process
🔷 Meta – Software Engineering Interview Prep
𝐋𝐢𝐧𝐤 👇:-
https://pdlink.in/4i6HkgN
📢 Save & share this with your friends — start learning for FREE! | 981 |
| 20 | 💡 Excel Tips & Tricks 🧠📊
Part 4 — Tips Every Excel User Should Know
🔹 Tip 31: Use "Ctrl + D" to Fill Down
Select the formula or value along with the cells below → Press "Ctrl + D".
📌 Quickly copies the top cell down without dragging.
🔹 Tip 32: Use "Ctrl + R" to Fill Right
Select the range → Press "Ctrl + R".
📌 Copies the leftmost cell across the selected columns.
🔹 Tip 33: Quickly Insert or Delete Rows and Columns
Select a row or column → Press:
"Ctrl + +" → Insert
"Ctrl + -" → Delete
📌 Much faster than using the right-click menu.
🔹 Tip 34: Use "Ctrl + Arrow Keys" to Navigate Large Datasets
Press "Ctrl + ↓", "Ctrl + ↑", "Ctrl + →", or "Ctrl + ←".
📌 Jump quickly to the edge of a data region.
🔹 Tip 35: Use "Ctrl + Shift + Arrow Keys" to Select Data
Press "Ctrl + Shift + ↓" to select data downward.
📌 Useful when working with thousands of rows.
🔹 Tip 36: Use "F4" to Repeat Your Last Action
After performing an action, press "F4" to repeat it where applicable.
📌 Helpful when applying the same formatting or operation repeatedly.
🔹 Tip 37: Use "Ctrl + Page Up/Down" to Switch Worksheets
"Ctrl + Page Up" → Previous sheet
"Ctrl + Page Down" → Next sheet
📌 Switch between worksheets without using the mouse.
🔹 Tip 38: Use "Ctrl + F" to Find Data Quickly
Press "Ctrl + F" and enter the value you're looking for.
📌 Much faster than manually scanning large datasets.
🔹 Tip 39: Use "Ctrl + H" to Replace Data
Press "Ctrl + H" → Enter the old value → Enter the replacement → Replace All.
📌 Useful for correcting repeated errors or standardizing data.
🔹 Tip 40: Double-Click the Format Painter
Double-click Format Painter to keep it active.
📌 You can apply the same formatting to multiple locations without repeatedly selecting the tool.
💬 Double Tap ♥️ For More Excel Tips! | 953 |
