n = 500,000+rows analyzed this month
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| 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
The South region shows significantly higher dissatisfaction (38.7% vs 18.1% overall, adj. residual +3.2). Conversely, the East leads in “Very Satisfied” responses (31.3% vs 24.0%, adj. residual +2.1). The relationship between region and satisfaction is statistically significant (p<0.001), though effect size is small (V=0.089)...
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20+ measures: chi-square, Fisher's exact, G-test, Yates' correction, Cramer's V, phi, odds ratios, lambda, gamma, tau-b, tau-c, Somers' d, Theil's U, and more.
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Crosstabs | SPSS | Excel | Google Sheets | |
|---|---|---|---|---|
| Cross-tabulation | Manual | Manual | ||
| Chi-square test | ||||
| Cramer's V | ||||
| Adjusted residuals | ||||
| Significance highlighting | ||||
| AI interpretation | ||||
| No installation | ||||
| Free | With license | |||
| Privacy (no upload) |
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