Checking authentication...
User
Tier
Sessions
Days Left

Description Engine

Cross-tabulation analysis with statistical significance testing
1. Upload Data
Upload a CSV, Excel (.xlsx/.xls), or SPSS (.sav) file with survey data.
Filter
Filter the entire crosstab to a subset of respondents.
2. Select Variables
3. Cell Values
4. Significance
5. Smart Features
6. Export
Export to Excel Download User Guide

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.