IntermediateData Cleaning
Standardise messy codes with TRIM and UPPER
Clean inconsistent spacing and casing so values can be matched.
7 min25 points
Real situations from working spreadsheets — sales targets, commission tiers, messy exports, aged invoices. Numbered in recommended order: start at 1 and work down, or filter to what you need.
2 exercises — Data Cleaning · for Data Analyst
Clean inconsistent spacing and casing so values can be matched.
Use COUNTIF to reconcile two lists and spot what is absent.
COUNTIF · IF
| # | Exercise | Functions | Difficulty | Time | Status |
|---|---|---|---|---|---|
| 16 | Standardise messy codes with TRIM and UPPERHarbor Supply — supplier feed, uncleaned | — | Intermediate | 7 min | 25 pts |
| 29 | Find which customers are missing from a listHarbor Supply — CRM customers versus billing records | COUNTIF · IF | Advanced | 14 min | 40 pts |