ADITYA KALYAN | DATA Engineer ๐Ÿ‡ฎ๐Ÿ‡ณ (@Adje_Analytics) header
ADITYA KALYAN | DATA Engineer ๐Ÿ‡ฎ๐Ÿ‡ณ (@Adje_Analytics) profile picture

Data Analyst โ€ข Trainer & Educator โ€ข Helping you become job-ready in Data Analytics | SQL โ€ข Power BI โ€ข Python โ€ข Excel Sharing Interview Prep + Career Tips

New Delhi ๐Ÿ‡ฎ๐Ÿ‡ณ
Joined December 2020
Photo by ADITYA KALYAN | DATA Engineer ๐Ÿ‡ฎ๐Ÿ‡ณ (@Adje_Analytics)Photo by ADITYA KALYAN | DATA Engineer ๐Ÿ‡ฎ๐Ÿ‡ณ (@Adje_Analytics)Photo by ADITYA KALYAN | DATA Engineer ๐Ÿ‡ฎ๐Ÿ‡ณ (@Adje_Analytics)Photo by ADITYA KALYAN | DATA Engineer ๐Ÿ‡ฎ๐Ÿ‡ณ (@Adje_Analytics)Photo by ADITYA KALYAN | DATA Engineer ๐Ÿ‡ฎ๐Ÿ‡ณ (@Adje_Analytics)Photo by ADITYA KALYAN | DATA Engineer ๐Ÿ‡ฎ๐Ÿ‡ณ (@Adje_Analytics)Photo by ADITYA KALYAN | DATA Engineer ๐Ÿ‡ฎ๐Ÿ‡ณ (@Adje_Analytics)Photo by ADITYA KALYAN | DATA Engineer ๐Ÿ‡ฎ๐Ÿ‡ณ (@Adje_Analytics)Photo by ADITYA KALYAN | DATA Engineer ๐Ÿ‡ฎ๐Ÿ‡ณ (@Adje_Analytics)Photo by ADITYA KALYAN | DATA Engineer ๐Ÿ‡ฎ๐Ÿ‡ณ (@Adje_Analytics)
๐Ÿ“Š Today I haveCreated a Pharmacy Sales & Payments dataset today. Explore it on Kaggle and share your honest feedback. Your suggestions will help me improve it. ๐Ÿ™Œ @kaggle @KaggleDatasets ๐Ÿ”— kaggle.com/datasets/akalyanbโ€ฆ โ€“ at New Delhi, India
1
3
18
951
Thank you @Delhiuniversit ๐ŸŽ“ for the opportunity to invite me as a Power BI Speaker at the National Seminar. Truly honoured & grateful to share my knowledge with such brilliant students. ๐Ÿ™ @RLAC_DU #DU #universitySeminar #DelhiUniversity #PowerBI #Speaker โ€“ at New Delhi, India
4
117
ADITYA KALYAN | DATA Engineer ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
Basic SQL Concept: Do you know which SQL condition can correctly identify rows where a column contains NULL? A) column = NULL B) column == NULL C) column IS NULL D) column EQUALS NULL
2
1
13
867
ADITYA KALYAN | DATA Engineer ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
DATA ENGINEER: Weak engineer: -Writes SQL queries -Creates ETL pipelines -Uses Spark for everything -Schedules jobs in Airflow -Adds more compute when pipelines are slow -Ignores data quality issues Strong engineer:
5
23
241
29,355
How To Aggregate Data In SQL โœ… COUNT = number of rows โœ… SUM = total values โœ… AVG = average value โœ… MIN = smallest value โœ… MAX = largest value โœ… GROUP BY = group results โœ… HAVING = filter groups #SQL
1
15
97
1,862
Star Schema ๐Ÿ†š Snowflake Schema clearly explained
1
1
23
447
ADITYA KALYAN | DATA Engineer ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
APPLIED โ†’ INTERVIEWED โ†’ HIRED May it all happen for you before the end of this month.
7
179
13
1,567
26,777
Your Excel roadmap, start to finish 1. Basics โ†’ Tables, sort, filter, formats 2. Core formulas โ†’ SUM, IF, COUNTIFS, SUMIFS 3. Lookups โ†’ XLOOKUP, INDEX + MATCH 4. Data cleaning โ†’ Spaces, dates, duplicates 5. Reporting โ†’ PivotTables and charts
1
7
46
1,220
6. Power Query โ†’ Combine and refresh files 7. Projects โ†’ Expense tracker, sales report, inventory list 8. Interview prep โ†’ Explain your method Go back to the stage where you got stuck.
1
45
๐Ÿš€ Day 1 of 50 Days SQL Challenge. Today : Introduction to SQL & Databases. Learn the basics. Build strong foundations. Master SQL one day at a time. Follow @Adje_Analytics for more. #SQL #SQLLearning #DataAnalytics #100DaysOfCode
11
332
SQL tips ๐Ÿ’ก #Day6 DAY 6/50 โ€” CASE WHEN Build business logic directly in SQL. Categorize customers, classify sales and create meaningful segments. Follow @Adje_Analytics for more. #SQL #DataAnalytics #AdityaAnalytics
1
15
370
DATA FILE TYPES CHEAT SHEET โœ… .csv = raw data file โœ… .xlsx = Excel workbook โœ… .sql = saved query file โœ… .pbix = Power BI report โœ… .json = API data format โœ… .txt = plain text file #SQL #DataScience #PowerBI #json #dataAnalytics #tech #PowerBI #CSV
1
7
47
1,150
ADITYA KALYAN | DATA Engineer ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
Your Power BI dashboard might look professional but still be difficult to use. Here are 5 dashboard mistakes you should avoid. ๐Ÿ‘‡
3
4
1
36
2,087
ADITYA KALYAN | DATA Engineer ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
1. Using too many visuals on one page. 2. Choosing colours with poor contrast. 3. Displaying KPIs without context. 4. Using inconsistent number formats. 5. Ignoring the needs of the end user. A good dashboard should communicate clearly, not just look attractive.
2
2
7
208
ADITYA KALYAN | DATA Engineer ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
Using Claude to build and end-to-end Dashboard
1
13
100
4,015
ADITYA KALYAN | DATA Engineer ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
STEPS TO BECOME A DATA ANALYST 1. Learn Excel โ†“ 2. Learn SQL โ†“ 3. Learn Power BI โ†“ 4. Learn to use AI โ†“ 5. Practise real-world projects โ†“ 6. Build a portfolio โ†“ 7. Apply for jobs
17
38
1
255
5,960
TOP DATA ANALYST TOOL : โœ… SQL + Python = automation powerhouse โœ… Excel + Power BI = business-friendly analysis โœ… Power Query + Power BI = clean pipelines โœ… SQL + Tableau = flexible visual stories โœ… Python + Jupyter = reproducible analysis Your stack is your superpower.
8
55
1,163
These 8 Commands Cover 90% of SQL Queries โœ… SELECT = what you want โœ… FROM = where it lives โœ… WHERE = filter results โœ… ORDER BY = sort output โœ… LIMIT = reduce rows โœ… GROUP BY = aggregate โœ… HAVING = filter grouped data โœ… JOIN = merge tables โ€“ at New Delhi, India
3
52
318
7,685
Learning Data Analytics in 2026? ๐Ÿš€ Here are FREE resources for SQL, Excel, Power BI, Tableau Python, Statistics & real-world projects. Learn. Practice. Build. Grow. ๐Ÿ“Š Save this cheat sheet. #DataAnalytics #SQL #PowerBI โ€“ at New Delhi, India
1
8
47
921
ADITYA KALYAN | DATA Engineer ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
Free resources worth exploring if you're learning data analytics: - SQLBolt - Kaggle - W3Schools - Microsoft Learn - freeCodeCamp - YouTube
2
17
95
1,921