Chi-Square Calculator

Perform chi-square goodness-of-fit and independence tests with p-values and step-by-step results.

Chi-Square Test

Choose test type and enter observed data

Enter observed and expected frequencies for each category
Category Observed (O) Expected (E) Action
Enter 2×2 contingency table values
N =
Chi-Square Statistic
Degrees of Freedom
p-value
Decision (α = 0.05)
Reject H₀ (significant difference) Fail to reject H₀ (no significant difference)

Enter your data and click Calculate to perform chi-square test.

Step-by-Step Calculation