DATAVEXALAB / SERVICE PREVIEW
A cleaner CSV.
A clear record of every change.
Rule-based CSV cleanup for small, non-confidential inventory and workflow files.
Draft offer · Proposed $20 · Not open for orders
One file. A defined scope.
Up to 1,000 data rows
One header row, up to 10 columns and 2 MB. UTF-8 CSV only. Delivery is scheduled only after a human operator confirms availability, safe intake and the cleanup rules. Two days is a target for an accepted slot, not an unattended or automatic guarantee. One revision within the agreed rules.
Your original stays intact
We work on a copy and return a cleaned CSV, change log, quality report and column dictionary. Removal records explain any agreed duplicate deletion.
What is included
- Agreed whitespace cleanup and optional header normalization, after checking for header collisions.
- Exact category replacements supplied and approved by you.
- Optional exact full-row duplicate removal after the agreed transformations.
- Missing-value and basic consistency flags for your review.
- A ZIP with the cleaned CSV and supporting reports.
No fuzzy matching, guessed dates, invented missing values, scraping, enrichment, macros or confidential/personal-data processing. Identifiers and leading zeros remain text.
Duplicates are your decision
A duplicate means all column values match after the cleanup rules you approve. Trimming or category mapping can make rows equal. We keep the first matching row only if you explicitly authorize removal; otherwise, duplicates remain. We do not infer that repeated business records are unwanted.

This fictional example is not a client result. All ten removed rows exactly matched retained rows in the original four columns. The reconciliation identifies the retained match for every removal.
From request to delivery
- Confirm fit: describe your non-sensitive file, desired format and rules to preserve. Do not send personal or confidential data.
- Agree scope and availability: a human operator confirms the transformations, duplicate policy, proposed price, delivery deadline and retention date. Do not pay or upload a file before this confirmation. Only one accepted order at a time.
- Review and process: we preserve the source, apply only agreed rules and check the result against them.
- Receive the ZIP: review the cleaned CSV, change log, quality findings and removal reconciliation.
- One revision: request a correction to the agreed rules. A new file, schema or new transformation requires a separate scope.
What to provide when orders open
- One authorized, non-confidential CSV copy with no personal/customer, employee, medical, banking, payment or identity data.
- The exact cleanup required and desired delimiter/output format.
- Preservation rules, especially IDs, leading zeros and repeated records.
- Explicit permission for each transformation and any duplicate removal.
If the proposed Commission listing is approved, intake and delivery files will also be stored by the platform. Processing is local to the authorized workspace; CSV contents are not submitted to AI providers. The proposed operator retention is seven days after accepted delivery and the revision window ends, subject to an agreed legal/contractual requirement. Deletion is operator-verified, not an implemented automatic feature. Platform retention and buyer downloads are separate.
Revisions, delays and refunds
One correction to the agreed cleanup rules is included. A new file, schema or new transformation is outside that revision. If we cannot accept or complete the agreed work, we will explain the issue and arrange cancellation or refund through the selected platform. Platform rules and applicable buyer rights govern; this draft does not override them. No refund is issued automatically by this tool. A human operator must handle delays, customer messages and refund decisions.
Orders remain closed until a human operator has confirmed coverage for intake, delivery and customer support. No autonomous staffing or round-the-clock response is promised.
Try the free checker first
Find blank cells, exact duplicate rows and row-width mismatches without uploading your file. It reports issues; it does not clean or delete data.
Open the local CSV checkerThe $20 price is a proposal, not a market-tested price. Checkout and order intake are disabled until the service listing is approved and its scope is consistent.