CSV quality audit — portfolio demonstration using synthetic data. Python checks flagged one exact...CSV quality audit — portfolio demonstration using synthetic data. Python checks flagged one exact...
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CSV quality audit — portfolio demonstration using synthetic data. Python checks flagged one exact duplicate and two missing required values across four records. The output includes counts and record references while preserving the source file. Scope: UTF-8 CSV with unique headers, exact duplicates, and specified required columns. AI-assisted preparation; no client project or earnings claimed.
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