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Cross-Tab Analysis
Cross-tabulate data to find relationships between dimensions.
Updated June 2026
The prompt
Help me build and interpret a cross-tabulation of {{dimension_a}} by {{dimension_b}} for {{metric}} from this data: {{data}}. Set up the cross-tab, calculate the right values (counts, percentages, or rates and which to use), highlight where the relationship is strong or surprising, explain whether a difference looks meaningful or could be noise given the cell sizes, and translate it into a plain insight. Warn against reading too much into small cells, and note whether a correlation here implies anything causal.
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Author
AI Khazna
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Security
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