A LITTLE HELP FOR YOUR NEXT TASK
Value Cluster Cleaner
Find spelling and formatting variants, then apply only approved replacements.
Private by design
Your inputs stay on your device and are not sent to our servers. Optional usage analytics does not receive your files or tool inputs.
Preparing private data workspace…
How to use Value Cluster Cleaner
- Open or paste your data, or load the working sample.
- Choose columns and explicit processing rules. Review the proposed result and warnings.
- Download the chosen result dataset, JSON artifact or report; save a draft to continue later.
What are the limits of Value Cluster Cleaner?
Fingerprinting lowercases, removes accents/punctuation and sorts tokens. Suggested clusters can contain values that should remain different. No suggestions are automatically merged. Approved mappings are exact original-value replacements; preserve the original file and review the change log. Inputs stay in browser memory. No workbook is created. Table limits: 5 MB total text, 25,000 rows, 64 columns and 200,000 cells; expensive operations have stricter limits. Processing can be cancelled.