Categories & Proportions
Compare category counts and proportions, with association estimates and small-count warnings.
Compare categories
- Cramér's V
- 0.8165
- Chi-square statistic
- 10.67
- Chi-square p-value
- 0.0048
Cell contributions show which combinations drive the overall association. Residuals describe direction and magnitude; they are not separate adjusted significance tests.
Category counts
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How it works
Import or enter observations with two categorical columns.
Choose the categories to cross-tabulate.
Review counts, percentages, association results and small-count notes.
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