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Data Analyst Interview Questions with Answers: Part-4 31. What are Pivot Tables? Pivot tables summarize large datasets quickly. Example: Rows → Product, Values → Sum of Sales Result: Total sales per product in seconds. 32. Difference between VLOOKUP and XLOOKUP? VLOOKUP works left to right only. XLOOKUP works both ways and handles missing values better. Example: =XLOOKUP(A2, Products!A:A, Products!B:B) Fetches product name using product ID. 33. What is conditional formatting? Highlights data based on rules. Example: Highlight sales > 10000 in green. Helps spot top performers instantly. 34. What are COUNTIFS and SUMIFS? They apply conditions while counting or summing. Example: =SUMIFS(C:C, A:A, "East", B:B, "Laptop") Total sales of laptops in East region. 35. What is data validation? Restricts incorrect data entry. Example: Create dropdown for Region (East, West, North). Data → Data Validation → List. 36. How do you remove duplicates in Excel? Select data, Data → Remove Duplicates Example: Remove duplicate customer IDs. 37. What is IF formula used for? Applies logical conditions. Example: =IF(C2>5000,"High Sales","Low Sales") 38. Difference between relative and absolute reference? Relative → A2 changes when copied Absolute → $A$2 stays fixed Example: =A2*$E$1 Tax rate fixed while copying formula. 39. How do you clean data in Excel? Remove duplicates, TRIM extra spaces, Fix date formats, Handle blanks Example: =TRIM(A2) 40. What are common Excel mistakes analysts make? • Merged cells • Hard-coded values • No pivot tables • Poor formatting • No documentation Double Tap ♥️ For Part-5