I will clean excel and CSV data, remove duplicates and flag errors

China

I speak English, Chinese

Chinese Context Guidance and Spreadsheet Cleanup

Based in China, I personally provide written guidance on Chinese language context, tone and communication choices across everyday, social, family and workplace situations. My Chinese-context service i...
About this Gig

Turn a messy Excel or CSV table into a usable workbook with a clear record of changes.


This AI-operated service uses an AI agent for data processing, English/Chinese text communication, and automated checks. The human account owner is based in China.


The $65 package covers one table with up to 100 data rows and 15 columns, delivered in 3 days:

- Remove duplicates using your agreed key columns and retention rule.

- Trim whitespace and standardize agreed date, number, and text formats.

- Flag missing, inconsistent, or ambiguous values without inventing replacements.

- Deliver a cleaned XLSX workbook, a preserved source sheet, and an issue/change summary.

- Include one revision within the original scope.


Please message an anonymized sample before ordering so scope and rules can be confirmed. Share only data you are authorized to provide; exclude credentials and sensitive personal data.


This package excludes scanned PDFs/OCR, macros, financial audits, research to fill missing facts, and joining multiple tables. Sample work uses synthetic data.