How to Standardize Data: Text Case Normalization Techniques
Before importing CSVs or comparing user input against a database, normalize:
- Trim leading/trailing whitespace
- Collapse internal whitespace to single spaces
- Lowercase for case-insensitive comparison
- Normalize Unicode with NFC or NFKC form
- Deduplicate identical rows after normalization
