Data Cleaning Exercises

Reference · Visual workspace

Trim whitespace in Visual workspace

Remove a declared set of characters from both ends of a text value without touching the inside.

When to use it

Keys, codes and categories padded with spaces, tabs or line breaks, before any comparison or lookup.

How

Add step → Text → Trim. Choose the column and the character set: ASCII whitespace, spaces only, or all Unicode whitespace.

Trim customer_code (ASCII whitespace)
  • The step ledger shows how many cells changed.
  • Trim never changes the column type, so leading zeros survive.

Pitfalls

  • Relying on the tool's default definition of whitespace.
  • Casting identifiers to numbers to drop padding.
  • Trimming only one side.

Lesson: Trim the right characters, and only those

Practise it: Clean an order-line export