Tables with statistics (means, sums and many more) for metric variables are easily created with DESCRIPTIVES. For reporting such descriptives for groups of cases separately, try MEANS.
Frequency distributions and statistics (median, percentiles and more) for categorical variables are generated with FREQUENCIES. Frequencies or percentages for combinations of two or more categorical variables are created with CROSSTABS, which can also run chi-square tests.