Full walkthrough: read the companion article
Checkpoint: The issue counts fall as you apply cleaning actions, and the cleaned CSV downloads correctly.
Key takeaways
- • Working-copy state pattern
- • Null strategies: drop vs fill
- • Regex text standardization