Spreadsheet insights
Audit a chart for misleading design
Review scale, encoding, labels, missing context, and the claim against source values
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Excel prompt templates for formulas, lookups, data cleaning, workbook design, analysis, charts, validation, and troubleshooting
Spreadsheet outputs can look correct while referencing the wrong field, hiding missing matches, or breaking on blanks. These recipes start from the real workbook layout and require representative tests before a result is trusted.
Spreadsheet insights
Review scale, encoding, labels, missing context, and the claim against source values
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Separate sustained change, seasonality, and one-off noise using explicit time periods
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Combine rating distributions with traceable comment themes and response-bias limits
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Measure missingness by field and group before deciding whether to leave, recover, or exclude it
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