Available now! Telegram Research 2025 โ the year's key insights 
Data Analyst Interview Resources
Open in Telegram
Join our telegram channel to learn how data analysis can reveal fascinating patterns, trends, and stories hidden within the numbers! ๐ For ads & suggestions: @love_data
Show more๐ Analytical overview of Telegram channel Data Analyst Interview Resources
Channel Data Analyst Interview Resources (@dataanalystinterview) in the English language segment is an active participant. Currently, the community unites 52 280 subscribers, ranking 3 330 in the Education category and 7 186 in the India region.
๐ Audience metrics and dynamics
Since its creation on ะฝะตะฒัะดะพะผะพ, the project has demonstrated rapid growth, gathering an audience of 52 280 subscribers.
According to the latest data from 11 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 247 over the last 30 days and by 13 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 2.55%. Within the first 24 hours after publication, content typically collects 0.92% reactions from the total number of subscribers.
- Post reach: On average, each post receives 1 332 views. Within the first day, a publication typically gains 479 views.
- Reactions and interaction: The audience actively supports content: the average number of reactions per post is 3.
- Thematic interests: Content is focused on key topics such as sql, row, |--, dataset, visualization.
๐ Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
โJoin our telegram channel to learn how data analysis can reveal fascinating patterns, trends, and stories hidden within the numbers! ๐
For ads & suggestions: @love_dataโ
Thanks to the high frequency of updates (latest data received on 12 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 Education category.
52 280
Subscribers
+1324 hours
+677 days
+24730 days
Posts Archive
Looking for a real construction job with free housing, meals, and a legal 1-year invitation?
GLOBALBUD is hiring tilers, painters, bricklayers, facade workers, plumbers and electricians โ 40+ open spots and salaries from $450+! Get quick feedback and start earning with official employment.
Donโt miss your chance โ join the team right here!
#ad InsideAds
Ever wonder how real traders grow $1,000 into proven profitsโstep by step, with full transparency? Elite Gold Trading opens the door to professional copytrading, verified results, and exclusive strategies you can follow today. New members get a 100% deposit bonusโstart with a real edge from day one.
Ready to see how the pros do it? Join now & claim your bonus before this offer ends!
#ad InsideAds
Want to work in construction with official employment, free housing, and mealsโall in Kyiv? More than 40 open vacancies at GLOBALBUD: tilers, painters, bricklayers, plumbers, electricians. Salaries from $450+, 1โyear invitation, teams, and fast response in 24h.
Find your next job and apply directlyโonly a few spots left!
#ad InsideAds
โNobody believed you could grow small capitalโuntil I saw this.โ
$1,000 turned into real profit before my eyes. The secret? Bonus fuel & copytrading with Elite Gold. Want proof? See how itโs actually done before the bonus ends.
#ad InsideAds
Think turning $100 into $10,000 overnight is real trading? Forget the fairy tales.
Discover how consistent profits happen with real discipline and risk managementโsee actual results from our Copy Trading community.
Ready for sustainable growth, not empty promises? Join Elite Gold Trading now and step into a smarter way to trade.
#ad InsideAds
Are you missing out on trades others celebrate?
Right now, traders in this channel are collecting profits daily with win rates above 85%.
Join NetProfitFX and get free, real-time trading signals from a 7+ year PRO โ over 4,000 pips a month, delivered straight to your Telegram.
Donโt wait โ start profiting today!
#ad InsideAds
Did you know the worldโs top wine just scored 99 pointsโbut most people will never taste it? The stories, secrets, and rare bottles everyoneโs whispering about are here.
Ready for your own โahaโ wine moment? Unlock the world of true connoisseurs ๐ท
#ad InsideAds
๐๏ธ SQL Developer Roadmap
๐ SQL Basics (SELECT, WHERE, ORDER BY)
โ๐ Joins (INNER, LEFT, RIGHT, FULL)
โ๐ Aggregate Functions (COUNT, SUM, AVG)
โ๐ Grouping Data (GROUP BY, HAVING)
โ๐ Subqueries & Nested Queries
โ๐ Data Modification (INSERT, UPDATE, DELETE)
โ๐ Database Design (Normalization, Keys)
โ๐ Indexing & Query Optimization
โ๐ Stored Procedures & Functions
โ๐ Transactions & Locks
โ๐ Views & Triggers
โ๐ Backup & Restore
โ๐ Working with NoSQL basics (optional)
โ๐ Real Projects & Practice
โโ
Apply for SQL Dev Roles
โค๏ธ React for More!
๐จ๐ป๐น๐ผ๐ฐ๐ธ ๐ข๐ฝ๐ฝ๐ผ๐ฟ๐๐๐ป๐๐ถ๐ฒ๐ ๐ช๐๐๐ต ๐ฑ๐ฌ๐ฌ+ ๐๐ถ๐ฟ๐ถ๐ป๐ด ๐ฃ๐ฎ๐ฟ๐๐ป๐ฒ๐ฟ๐ ๐
Learn coding from the Top 1% of the Tech industry
๐๐ถ๐ด๐ต๐น๐ถ๐ด๐ต๐๐ฒ๐:-
- Pay After Placement
- 60+ Hiring Drives Every Month
๐๐ผ๐ผ๐ธ ๐ฎ ๐๐ฅ๐๐ ๐๐ฒ๐บ๐ผ๐:-
Online:- https://pdlink.in/4hO7rWY
๐น Hyderabad :- https://pdlink.in/4cJUWtx
๐น Pune :- https://pdlink.in/3YA32zi
๐น Noida :- https://linkpd.in/NoidaFSD
Hurry Up๐โโ๏ธ.....Limited Slots Available
Most Demanding Data Analytics Skills!
โณ Dive into the essential skills and tools that are shaping the future of data analytics. From SQL and Python to Tableau and PowerBI, discover which technologies are crucial for advancing your data analysis capabilities.
โณ Explore the importance of machine learning techniques like linear regression, logistic regression, SVM, decision trees, random forests, K-means, and K-nearest neighbors, and how they can enhance your analytical prowess.
โณ Understand why soft skills such as communication, collaboration, critical thinking, and creativity are just as important as technical skills in the data analytics field.
โณ Get a comprehensive overview of the skills and technologies that can propel your career forward and make you a standout in the competitive world of data analytics.
๐ด ๐ฆ๐ธ๐ถ๐น๐น๐ ๐ง๐ผ ๐ ๐ฎ๐๐๐ฒ๐ฟ ๐๐ฒ๐ณ๐ผ๐ฟ๐ฒ ๐๐ป๐๐ฒ๐ฟ๐ถ๐ป๐ด ๐๐ป๐๐ผ ๐ฎ๐ฌ๐ฎ๐ฒ๐
- Python Programming
- Data Analytics
- ChatGPT
- Data Visualization With Power BI
- Generative AI
- Data Science
- Tableau
- Java & SQL
๐ฆ๐๐ฎ๐ฟ๐ ๐ก๐ผ๐๐:-
https://pdlink.in/4m3FwTX
Learn Online | Get Certified With Pro Courses๐
โI just made +190 pips PROFIT in ONE HOURโnobody believed it was possible until they saw my screen. Want in on trades the big players donโt share? I post my exact moves daily. Miss a signalโmiss your shot. See for yourself
#ad InsideAds
Uber Business Analyst Interview: 1-3 Years Experience
SQL Queries:
1. Develop an SQL query to retrieve the third transaction for each user, including user ID, transaction amount, and date.
2. Compute the average driver rating for each city using data from the rides and ratings tables.
3. Construct an SQL query to identify users registered with Gmail addresses from the 'users' database.
4. Define database denormalization.
5. Analyze click-through conversion rates using data from the
ad_clicks and cab_bookings tables.
6. Define a self-join and provide a practical application example.
Scenario-Based Question:
1. Determine the probability that at least two of three recommended driver routes are the fastest, assuming a 70% success rate for each route.
Guesstimate Questions:
1. Estimate the number of Uber drivers operating in Delhi.
2. Estimate the daily departure volume of Uber vehicles from Bengaluru Airport.
Hope it is helpful ๐ค
๐๐ฅ๐๐ ๐ ๐ฎ๐๐๐ฒ๐ฟ๐ฐ๐น๐ฎ๐๐ ๐๐ป ๐๐ฎ๐๐ฎ ๐๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐ (Hyd/Pune/Noida)๐
Learn from the Top 1% of the data analytics industry
Master Excel, SQL, Python, Power BI & Data Visualization
Secure High-Paying Jobs with weekly hiring drives in just 5 Months.
๐ฅ๐ฒ๐ด๐ถ๐๐๐ฒ๐ฟ ๐ก๐ผ๐๐:-
๐น Hyderabad :- https://pdlink.in/4kFhjn3
๐น Pune:- https://pdlink.in/45p4GrC
๐น Noida :- https://pdlink.in/4nF7eZ7
Hurry Up ๐โโ๏ธ! Limited seats are available.
Data Analyst interview questions
1) What joins are mostly used in SQL?
2) Use cases of Cross and Self Joins?
3) Write a query to exclude weekends from a table?
4) What are Window Functions?
5) What is the difference between CTEs and Subqueries?
6) How can you optimize SQL queries?
7) How can you convert data from rows into columns?
8) If there are 10 different KPIs calculated from different tables on a daily basis, how would you compile them into a single report?
I have curated best 80+ top-notch Data Analytics Resources ๐๐
https://whatsapp.com/channel/0029VaI5CV93AzNUiZ5Tt226
Hope it helps :)
How to Become a Data Analyst from Scratch! ๐
Whether you're starting fresh or upskilling, here's your roadmap:
โ Master Excel and SQL - solve SQL problems from leetcode & hackerank
โ Get the hang of either Power BI or Tableau - do some hands-on projects
โ learn what the heck ATS is and how to get around it
โ learn to be ready for any interview question
โ Build projects for a data portfolio
โ And you don't need to do it all at once!
โ Fail and learn to pick yourself up whenever required
Whether it's acing interviews or building an impressive portfolio, give yourself the space to learn, fail, and grow. Good things take time โ
Like if it helps โค๏ธ
I have curated best 80+ top-notch Data Analytics Resources ๐๐
https://topmate.io/analyst/861634
Hope it helps :)
๐ฒ ๐๐ฅ๐๐ ๐ง๐ฒ๐ฐ๐ต ๐๐ผ๐๐ฟ๐๐ฒ๐ ๐ง๐ผ ๐ ๐ฎ๐๐๐ฒ๐ฟ ๐๐ป ๐ฎ๐ฌ๐ฎ๐ฑ ๐
๐๐ฎ๐๐ฎ ๐๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐ :- https://pdlink.in/4lp7hXQ
๐๐ & ๐ ๐ :- https://pdlink.in/3U3eZuq
๐๐น๐ผ๐๐ฑ ๐๐ผ๐บ๐ฝ๐๐๐ถ๐ป๐ด:- https://pdlink.in/3GtNJlO
๐๐๐ฏ๐ฒ๐ฟ ๐ฆ๐ฒ๐ฐ๐๐ฟ๐ถ๐๐ :- https://pdlink.in/4nHBuTh
๐ข๐๐ต๐ฒ๐ฟ ๐ง๐ฒ๐ฐ๐ต ๐๐ผ๐๐ฟ๐๐ฒ๐ :- https://pdlink.in/3ImMFAB
๐ ๐ถ๐ฐ๐ฟ๐ผ๐๐ผ๐ณ๐ & ๐๐ช๐ฆ :- https://pdlink.in/4m3FwTX
Get Certifications to boost your resume๐
โโโโโโโโโโ
โ
Top 7 Must-Prepare Topics for Data Analyst Interviews (2025 Edition) ๐๐ต๏ธโโ๏ธ
1๏ธโฃ SQL Mastery
โฆ Joins, subqueries, window functions
โฆ Aggregations & groupings
โฆ Query optimization & data manipulation
2๏ธโฃ Excel Skills
โฆ Pivot tables & charts
โฆ VLOOKUP, INDEX-MATCH
โฆ Data cleaning & conditional formatting
3๏ธโฃ Data Visualization
โฆ Tools: Power BI, Tableau basics
โฆ Creating dashboards & reports
โฆ Storytelling with data
4๏ธโฃ Statistics & Probability
โฆ Descriptive stats (mean, median, mode)
โฆ Probability concepts & distributions
โฆ Hypothesis testing & confidence intervals
5๏ธโฃ Data Cleaning & Wrangling
โฆ Handling missing values & outliers
โฆ Data validation & transformation
โฆ Working with messy datasets
6๏ธโฃ Basic Programming (Python/R)
โฆ Data manipulation with Pandas/R tidyverse
โฆ Writing functions & automation scripts
โฆ Simple EDA (exploratory data analysis)
7๏ธโฃ Business Acumen & Problem Solving
โฆ KPIs & metrics understanding
โฆ Translating business questions to analysis
โฆ Communicating insights effectively
๐ฌ Tap โค๏ธ for more!
๐๐๐ฒ ๐๐๐ญ๐๐ซ ๐๐ฅ๐๐๐๐ฆ๐๐ง๐ญ - ๐๐๐ญ ๐๐ฅ๐๐๐๐ ๐๐ง ๐๐จ๐ฉ ๐๐๐'๐ฌ ๐
Learn Coding From Scratch - Lectures Taught By IIT Alumni
60+ Hiring Drives Every Month
๐๐ข๐ ๐ก๐ฅ๐ข๐ ๐ก๐ญ๐ฌ:-
๐ Trusted by 7500+ Students
๐ค 500+ Hiring Partners
๐ผ Avg. Rs. 7.4 LPA
๐ 41 LPA Highest Package
Eligibility: BTech / BCA / BSc / MCA / MSc
๐๐๐ ๐ข๐ฌ๐ญ๐๐ซ ๐๐จ๐ฐ๐ :-
https://pdlink.in/4hO7rWY
Hurry, limited seats available!๐โโ๏ธ
