Ace your Data Analyst interview. This video covers Data Analyst interview questions and answers for freshers and experienced candidates. Learn about data cleaning, data visualization, SQL queries, statistical analysis and more. We'll cover everything from basic to advanced and scenario-based questions to help you clear data analysis interview. 👉 Below are the concepts we covered in this video on Top 30 Data Analyst Interview Questions and Answers: ✅ Data Analyst Interview Questions For Freshers: 00:00:00 Introduction 00:01:21 what are the key responsibilities of a data analyst 00:03:07 what is the difference between data, information and insight 00:04:25 your manager gives you a messy dataset with missing values and duplicate rows. What steps will you take 00:05:22 what is the difference between structured and unstructured data 00:06:19 your business team ask for a quick analysis of weekly sales trends. How will you approach this 00:07:58 what is exploratory data analysis 00:08:46 Your datasets has outliers that are affecting your average results. What will you do 00:09:30 What is the difference between a primary key and foreign key 00:10:23 You are asked to check whether marketing campaigns are driving more website traffic. How will you analyze it 00:11:13 What is the difference between OLTP and OLAP systems ✅ Data Analyst Interview Questions For 1 year Experienced 00:11:59 What is the difference between INNER JOIN, LEFT JOIN, REIGHT JOIN and FULL JOIN in SQL 00:13:33 You are asked to calculate customer retention for a subscription based company. How will you approach this 00:14:28 What are KPIs and why are they important for data analysis 00:15:07 Your dashboad is showing incorrect results, but your SQL queries look fine. How will you troubleshoot 00:15:56 Explain the concept of data normalization in databases 00:16:35 A business leader ask why revenue is declining in the past quarter. How will you analyse this. 00:17:34 What is data cleaning and why is it important. 00:18:12 You are asked to identify top 5 products driving sales in different regions. How will you solve this 00:18:51 What is the difference betwenn data warehouse and data lakes 00:19:25 You notice that customer churn is higher among mobile app users compared to website users. How will you investigate this ✅ Advanced Data Analyst Interview Questions 00:20:20 What is A/B testing and how can it hep businesses 00:21:03 Your company wants to test whether offering free shipping increases sales. How will you design this experiment. 00:22:46 What is regression analysis and where is it used 00:23:21 Your manager wants to know if ad spend directly impacts revenue. How will you prove it 00:24:05 What are ETL processes and why are they important in data analysis 00:24:46 You are analyzing time series sales data. How will you forecast future sales 00:25:30 What is the difference betwenn descriptive, diagnostic, predictive and prescriptive analysis 00:27:58 You asked to identify the key drivers of customer churn. How will you approach this 00:28:42 What are data governance and data quality and why are they important. 00:29:17 You are asked to design a dashboard for senior leadership. What principles will you follow #DataAnalyst #DataAnalystInterviewQuestions #DataAnalystInterviewQuestionsAndAnswers #DataAnalysisInterviewQuestions #DataAnalystInterviewQuestionsForFreshers #DataAnalystInterviewQuestionsForExperienced #DataAnalysisInterviewQuestions2025 #DataAnalysis #Mindmajix ✅ About MindMajix's Site Reliability Engineer Training: SRE training by MindMajix introduces you to the principles and practices that allow you to economically and reliably scale essential services. This site reliability engineer course equips you with the methods, tools, and techniques to handle and engage people throughout the enterprise, including reliability and stability. As a part of this training, trainees will work on real-world projects and industry scenarios to get a practical understanding of setting and tracking the service level objectives, grasping key SRE sources, and automating responses to software site issues. 🔥 Join hands-on SRE Certification Course: 🔑 Key Features 👉 Learn from Industry Experts. 👉 Gain Job-ready Skills. 👉 24/7 Support. 👉 Dedicated Learning Mentors. 👉 Guaranteed Job Interviews. 👉 Real-life Projects. 👉 Get Certified. 📌 Subscribe to our channel to get video updates. Click on the link to subscribe: