Chi-Square Test tests whether the variables in a crosstab are independent based on the observed frequencies. SciPy’s chi2_contingency() can help us quickly calculate chi-square statistic and p-value.
Crosstab shows the frequency distribution of the values of two variables. pandas.crosstab() can help us calculate crosstabs and display beautiful tables.