Small CSV cleanup · AI-assisted
Keep the blanks.
Explain the changes.
For small product lists and other non-sensitive exports. We clean one CSV under rules you approve, preserve your original, and supply a readable change log.
$59 USD · Up to 1,000 rows and 10 columns · One correction round.
An inquiry is free and is not an order. Scope, applicable taxes and a delivery date are confirmed before separately agreed supported payment.
Fictional demonstration · not customer work
Four rows become three. The missing quantity stays missing.
The example rule trims and lowercases item labels, removes one identical row after that agreed normalization, and flags the blank quantity. Those are demonstration rules, not automatic decisions for your file.
| item | quantity | unit_price |
|---|---|---|
| Notebook | 2 | 4.50 |
| notebook | 2 | 4.50 |
| PEN | 3 | 1.25 |
| folder | blank | 2.00 |
On a narrow screen, scroll the next table sideways to read the change notes.
| item | quantity | unit_price | review_note |
|---|---|---|---|
| notebook | 2 | 4.50 | Duplicate identical row removed |
| pen | 3 | 1.25 | Whitespace and case normalized |
| folder | blank | 2.00 | Missing quantity retained; owner decision required |
The word blank above marks an empty CSV field; it is not a replacement value in the download. The original spelling and spacing remain in the before file.
Download the original CSV · Download the cleaned CSV
- Input rows: 4. Output rows: 3.
- Duplicate rows removed under the example rule: 1.
- Missing quantities retained and flagged: 1.
- Missing values guessed: 0.
Identical rows can represent separate events. We agree what counts as a duplicate before removing anything.
What the $59 scope includes
- One non-sensitive CSV, up to 1,000 rows and 10 columns.
- Agreed whitespace and label normalization, duplicate handling and missing-value flags.
- The original retained, cleaned CSV, readable change log and summary.
- One consolidated correction round within seven days of delivery.
We do not invent missing data, change financial records, take credentials, or promise compatibility with an untested application. Requests outside the stated scope need separate assessment.
Tell us about the task
- Open the inquiry form and choose Small CSV cleanup — $59.
- Include the row and column count, changes needed, columns that must stay unchanged, the intended use and your preferred date.
- Share only a public or sanitized sample link if needed. Do not paste private customer records, payment details or passwords.
We confirm suitability, rules, scope, fixed price and date in writing before payment. Delivery is by email after the agreed payment step. If agreed delivery fails, we discuss correction or refund; applicable consumer rights remain available.
Prefer email? Contact oddrulelab@gmail.com. The existing $49 Revision Desk toolkit checkout buys only the toolkit and must not be used for this service.