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Description Engine

Cross-tabulation analysis with statistical significance testing

Variable Configuration

Add your question text and response labels, then click Suggest Names for AI-powered renaming. The more context you provide, the better the suggestions.

Download Prepared Data
Raw Data Preview (first 20 rows)
Heat map: Well above expected Above expected Below expected Well below expected Bold* = statistically significant (p < 0.05) Low base (n < 30)
Variable Selection & Download

Select which variables to include in the download. Choose a subset of columns from your dataset and download as Excel. Respects any active filter settings.

Download Selected Variables

Smart Variable Summary

Auto-detected variable types with appropriate metrics. NPS scores, Likert top/bottom box, means with confidence intervals. Respects filter and weighting settings from the sidebar.

Export Excel

NPS Calculator

Calculate Net Promoter Score from any 0-10 scale variable. Optionally break down by a grouping variable.