Cleaning & transforming — quiz
6 questions covering this module. Clean steps, grouping values, splitting fields and calculations.
Where does Prep record what a clean step does?
- The flow pane
- The Changes panel
- The data grid
- The output step
Answer: The Changes panel — Each entry can be edited or removed individually.
A join finds no matches on values that look identical. Likely fix:
- Change join type
- Trim spaces and normalise case on the key
- Add a pivot
- Increase the sample
Answer: Trim spaces and normalise case on the key — Whitespace is invisible in the data grid.
Which method best groups "Houston, TX" with "TX Houston"?
- Pronunciation
- Common Characters
- Spelling
- Manual
Answer: Common Characters — It ignores order and punctuation.
The risk of automatic grouping is:
- It is slow
- It merges values that are genuinely different
- It cannot be undone
- It only works on text
Answer: It merges values that are genuinely different — An incorrect merge disappears silently; a missed one stays visible.
Splitting full names where middle names sometimes appear — split from:
- The left
- The right
- Either
- Use automatic split
Answer: The right — The last token is reliably the surname.
Which is NOT supported in Prep?
- FIXED LOD expressions
- Table calculations
- IF/THEN logic
- DATEDIFF
Answer: Table calculations — Table calculations need view context, so they belong in Desktop.