Customer experience and retail teams
Customer satisfaction
A quick customer-experience crosstab with row percentages, significance flags, and export-ready output.
Starter table: Satisfaction x Region
CSV / XLSXcrosstab analysis in your browser
Cross-tabulationwith statistical context
Open a spreadsheet, choose row and column variables, and build formatted crosstabs with chi-square tests, significance flags, exports, and optional AI summaries.
Drop your spreadsheet here
CSV or XLSX · up to 50 MB
crosstabs.com/workspace
Region × Satisfaction
CountRow %Sig.
Export
| East | West | South | North | Total | |
|---|---|---|---|---|---|
| Very Satisfied | 82 | 67 | 41 | 56 | 246 |
| Satisfied | 104 | 98 | 89 | 95 | 386 |
| Neutral | 45 | 52 | 61 | 48 | 206 |
| Dissatisfied | 31 | 44 | 72 | 39 | 186 |
n = 1,024 · χ² = 24.31 · df = 9 · p < 0.001 · V = 0.089
Optional AI summary
Click Analyze to summarize the current table. Crosstabs sends the counts, percentages, p-values, effect sizes, and warnings shown in the workspace so the narrative stays tied to visible results.
Example workflows
Start from a real analysis pattern
People analytics and HR teams
Employee engagement
A first-run demo for weighted survey crosstabs, key findings, report settings, and batch exports.
Starter table: Engagement x Manager Support
Market research and growth teams
Brand tracking
A market-research example for segment banners, NPS grouping, weighted tables, and renewal diagnostics.
Starter table: NPS Group x Segment
CSV/XLSX
Input formats
50 MB
File size limit
Local
Table calculation
Local
AI summary
Statistical measures
Includes chi-square, Fisher's exact test, G-test, Yates' correction, Cramer's V, phi, odds ratios, lambda, gamma, tau, Somers' d, and Theil's U.
Local Gemma summaries
When you choose local analysis, Gemma runs in your browser through MediaPipe and WebGPU after you confirm the model download.
Export results
Download CSV, XLSX, or PDF output. Copy the crosstab CSV to your clipboard from the workspace.
Local-first workflow
Spreadsheet files, crosstab calculation, and confirmed local Gemma summaries run in the browser.
Current capabilities
What the workspace does today
A browser-based crosstab workspace for uploaded CSV and XLSX files, with local table calculation and browser-local Gemma summaries.
| Capability | Crosstabs | Notes |
|---|---|---|
| CSV and XLSX files | Supported | Files up to 50 MB |
| Crosstab counts and percentages | Supported | Counts, row %, column %, and total % |
| Statistical tests | Supported | Chi-square, Fisher's exact, G-test, effect sizes, and residuals |
| Filters and weights | Supported | Categorical filters and numeric weight variables |
| Missing-value handling | Supported | Exclude missing row/column values or include them as an explicit category |
| Derived variables | Supported | Group rare categories or create top/bottom-box variables before reporting |
| Batch crosstabs | Supported | Run several row variables against one banner variable |
| Saved projects | Local | Save recent browser-local projects without creating an account |
| Exports | Supported | CSV, XLSX, PDF, and clipboard copy |
| AI summaries | Local | Runs in the browser after confirmed Gemma model download |
Three steps to insight
01
Drop your file
CSV or XLSX. Columns are auto-detected as categorical, numeric, or date. Up to 50 MB.
02
Pick your variables
Assign row and column variables from the sidebar. Add filters and weights. Results update as settings change.
03
Review or ask AI
Inspect the statistics yourself, export the table, or confirm a local Gemma summary in the browser.
Start with your spreadsheet
Build crosstabs, inspect the statistics, export the result, or ask for an AI summary when you need one.
Drop your spreadsheet here
CSV or XLSX · up to 50 MB