Spreadsheet insights
Explain spreadsheet correlation without claiming causation
Measure and visualize association while retaining time order, outliers, confounders, clustering, and alternative explanations
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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
Measure and visualize association while retaining time order, outliers, confounders, clustering, and alternative explanations
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Understand what a formula calculates, its dependencies, and where it can fail
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Turn a forecasting request into a testable analysis plan with baselines, time splits, leakage controls, uncertainty, and decision limits
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Track usable stock, demand, lead time, open supply, reorder logic, and exception ownership without inventing purchasing decisions
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Map a decision question to rows, columns, values, filters, and validation totals
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Structure assignment, exposure, outcomes, exclusions, uncertainty, and decision rules without overstating a test
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Define activity, pipeline, outcomes, targets, and ownership without mixing their meanings
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Track ownership, deadlines, dependencies, blockers, and overdue work with explicit status rules
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Connect every dashboard number to a decision, population, formula, source, owner, refresh rule, and limitation
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Track consent, ownership, last interaction, agreed next step, due date, and closure without manufacturing urgency or commitments
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Compare approved budget, actuals, commitments, and forecast with clear variance signs
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Inspect field meanings and define reversible cleaning rules before changing data
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