Crosstable

To look at the association between two categorical variables, crosstables can be used. In this example, a dataset/dataframe called dat contains a categorical variable groupingVariable and contains a categorical variable dichotomousVariable.

SPSS

DATASET ACTIVATE dat.
CROSSTABS 
  /TABLES=groupingVariable BY dichotomousVariable
  /STATISTICS=CHISQ CC PHI LAMBDA ETA CORR GAMMA D.

R

crossTab(dat$groupingVariable, dat$dichotomousVariable);