Statistics
Chi-Square Calculator
The chi-square test for independence tests whether two categorical variables are related. Enter your observed and expected counts as comma-separated lists, and the tool computes the χ² statistic, degrees of freedom, and tells you whether to reject H₀ at α = 0.05.
Comma-separated, e.g. 20,30,40,10
Same length as observed
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χ² statistic
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degrees of freedom