$29.00
yangy0077
Delivery time 3 business days

Clean one small CSV and explain every change

Send one small, non-sensitive CSV as plain text. I will trim surrounding whitespace, remove exact duplicate rows after trimming, preserve identifiers and amount fields as text, and escape spreadsheet formula-like values. You receive the cleaned CSV and a row-count/change report. Processing is AI-assisted and checked by an offline script; no independent human review is claimed. Delivery is within 3 business days after a complete in-scope request. One correction for failure to follow the stated transformations is included if requested within 7 days of delivery.


What you’ll receive

Cleaned UTF-8 CSV, JSON change report, and a short explanation of the transformation and any unresolved issue. Only exact duplicate rows are removed; different orders from the same customer are preserved.

Output format

UTF-8 CSV + JSON change report + short explanation, emailed to the paid-order buyer only.

What to include

One CSV pasted into the request, no more than 25 data rows and 10 columns, with the entire request within 2,000 characters. Include a header and say whether each column is an identifier or free text. Use fictional or redacted data. Do not send passwords, account records, personal identifiers, bank data, medical information, or confidential client files.

Not included

No business-key matching, fuzzy deduplication, formula development, Excel dashboards, cloud access, production database changes, or large-file processing. If the supplied request is out of scope, do not execute it; explain the mismatch and seek platform support on the order/payment rather than requesting another payment.

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