NO-UPLOAD ESTIMATOR

Estimate a CSV cleanup before sharing data

Use structural facts only. This page runs locally in your browser and makes no network requests.

Approximate total rowsNumber of CSV filesPrimary taskRule complexity

What the estimate includes

One cleaned CSV delivery, a cleanup report, validation notes, and SHA-256 checksums. The final fixed scope and price require review of a value-free profile and your rules.

This estimate is not a quote, accepted order, invoice, or payment request. Do not upload or email source datasets, personal records, regulated information, passwords, or secrets before a safe handling method is agreed.