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  • A data-table tile beside a magnifying glass and calculator, representing checking records before calculating an average.
    Software Development

    Before you average a CSV: check missing values and duplicate rows with pandas

    / October 28, 2026

    Check repeated rows, missing values and valid zeroes before calculating a CSV average with pandas. Includes a seven-row exercise and a reusable calculation note.

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