Level 4 exam — harder

Exam — fresh questions

4.1 · Recall

1. What does Power Query produce from a folder of monthly files?

Power Query reads the sources without modifying them and produces a combined table; Refresh replays the steps on the new files.
4.1 · Application

2. Wassim receives the same file to clean every month. What does he do?

Steps recorded once, replayed via Refresh: the monthly cleaning is no longer redone by hand.
4.1 · Application

3. To consolidate 12 identical monthly files from a folder, which feature?

Power Query stacks (Append) the files of a folder into a single table; a 13th file dropped in is included after Refresh.
4.2 · Recall

4. What is a DAX measure?

A measure (e.g. SUM(Sales[Amount])) lives in the model and recalculates according to the filter context (city, month…).
4.2 · Application

5. Wassim has Sales and Products with a common key. How to cross them without multiplying XLOOKUPs?

The model relates the tables by the key; a pivot then crosses several related tables as one.
4.3 · Recall

6. What does the #SPILL! error mean?

The formula wants to fill several cells but the spill space is blocked; you free the cells below/right.
4.3 · Application

7. Wassim wants the sorted list of distinct regions, which updates by itself. Which formula?

UNIQUE removes duplicates, SORT orders; the result spills and automatically follows the data.
4.3 · Arbitration

8. Wassim applies the 19% VAT in ten formulas. What good practice?

LAMBDA defines a reusable custom function (VAT19): a single rate to maintain, zero repetition.
4.4 · Application

9. To format a report identically each week, which fast solution?

The recorder memorizes the gestures as VBA; one click replays the whole formatting (.xlsm workbook, test on a copy).
4.4 · Arbitration

10. Wassim receives a workbook with macros from an unknown sender. What does he decide?

Macros = virus risk: enable with full awareness, trusted sources only; Ctrl+Z doesn't undo a macro, and .xlsx loses macros.
4.5 · Application

11. A column contains #N/A and the table is filtered; Wassim wants to sum the visible without crashing. Which function?

AGGREGATE combines an operation (9=sum) and options (ignore errors / hidden), where SUM would return #N/A.
4.5 · Arbitration

12. Wassim's closing workbook is slow, riddled with OFFSET and INDIRECT. What does he decide?

OFFSET and INDIRECT are volatile (constant recalculation): you limit them and prefer non-volatile alternatives where possible.
What's next?
Back to the guideGuide contents