Concept

Data cleaning involves removing unwanted characters, standardizing formats, and fixing inconsistencies. Regex excels at pattern-based transformations.

Example

Remove extra spaces: \s+ → single space
Standardize phone: replace various formats with consistent format

Practical Application

Identify patterns in messy data, then create regex to standardize or clean them