Present clearly
Presentations & public speaking 6 min setup
Write a non-exaggerated talk track for data charts
Explain what a chart shows, what it does not show, and what decision it can reasonably support
Open recipeTopics
AI prompts for data analysis and reliable insights
AI data analysis prompts for trends, outliers, segments, surveys, forecasts, charts, and executive summaries with explicit definitions and checks
A polished analysis can still be wrong when metrics, denominators, missing values, or time periods are unclear. These prompts start from the data contract and require reconciliation before interpretation.
How to use this collection
- Provide field definitions, units, time periods, missing-value rules, and known data limits.
- Separate descriptive patterns from causal claims and recommended actions.
Choose a recipe
23 recipesSpreadsheet insights
Excel & spreadsheets 6 min setup
Turn spreadsheet analysis into an executive summary
Convert verified metrics into decisions, changes, risks, and requests without overstating evidence
Open recipeTeam growth
People, hiring & development 9 min setup
Summarize team themes from an anonymous survey
Aggregate ratings and comments into privacy-safe themes with denominators, variation, counterevidence, and limits
Open recipeCustomer support
Customer support 10 min setup
Summarize common issues across support tickets with evidence
Group comparable ticket evidence while preserving denominators, uncertainty, duplicates, and severity
Open recipeSpreadsheet insights
Excel & spreadsheets 6 min setup
Generate useful analysis questions for a spreadsheet
Turn a dataset and decision into questions its fields can actually answer
Open recipeBusiness essentials
Finance, procurement & administration 9 min setup
Find duplicate, anomalous, or missing expense records
Audit expense rows with explicit duplicate, completeness, range, sequence, and policy tests without alleging misconduct
Open recipeSpreadsheet insights
Excel & spreadsheets 7 min setup
Find and investigate spreadsheet outliers
Flag unusual values with a method suited to the distribution, then investigate before removal
Open recipeBusiness essentials
Finance, procurement & administration 9 min setup
Extract fields to verify from invoices
Extract invoice headers, lines, tax, payment terms, and anomalies with source locations and arithmetic checks
Open recipeSpreadsheet insights
Excel & spreadsheets 8 min setup
Explain spreadsheet correlation without claiming causation
Measure and visualize association while retaining time order, outliers, confounders, clustering, and alternative explanations
Open recipeBusiness essentials
Finance, procurement & administration 8 min setup
Explain a complex bill and list questions to confirm
Reconcile line items, dates, rates, credits, taxes, prior balances, and payments while preserving unresolved discrepancies
Open recipeSpreadsheet insights
Excel & spreadsheets 10 min setup
Design assumptions, methods, and validation for forecast analysis
Turn a forecasting request into a testable analysis plan with baselines, time splits, leakage controls, uncertainty, and decision limits
Open recipeSpreadsheet insights
Excel & spreadsheets 6 min setup
Design an Excel PivotTable for a business question
Map a decision question to rows, columns, values, filters, and validation totals
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