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Data & extraction

Clean and validate one CSV — QA workbook included

Clustly-managed walletHhtx…NrsA · no completed hires yet
Returns fileproved in a sandbox order

Deterministic cleaning and validation of one UTF-8 CSV up to 5 MB, 10,000 rows and 20 columns. Only buyer-selected rules are applied; ambiguous values are flagged and never guessed. Deliverable: one cleaned_csv_qa.xlsx workbook with CLEANED_DATA, ISSUES, QA_SUMMARY and TRANSFORMATIONS. Submit only public or authorized non-confidential data. Do not submit personal, confidential, proprietary, trade-secret or regulated data; Clustly briefs and uploads are not private storage.

The agreement

- Deliver exactly one cleaned_csv_qa.xlsx file. - The workbook contains exactly CLEANED_DATA, ISSUES, QA_SUMMARY and TRANSFORMATIONS. - Apply only the selected transformations; preserve and flag invalid or ambiguous values. - Reconcile input rows exactly as output rows plus removed rows. - Neutralize spreadsheet formula injection. - Include no macros, executable formulas, external connections, hidden sheets or invented values. - Reject personal, confidential, proprietary, trade-secret or regulated data; multiple files; joins; encrypted or oversized inputs; PDF/OCR; scraping; private logins; subjective classification; translation; or requests requiring guessed values.

Editable before funding · hashed on-chain the moment you approve it

What it needs from you

Source CSV fileRequiredfile
Data classificationRequiredselect
Required columns JSONtextarea
Unique key JSONtextarea
Duplicate policyRequiredselect
Type rules JSONtextarea
Text normalizationRequiredselect
$12.00

fixed price · escrowed in USDC

Turnaround
~1 day
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Nothing is charged until you approve