Choose Analyses -> Exploration -> Descriptives
Add variables you want to analyze to the Variables box.
Select the statistics and plots you want to analyze in the dropdown sections
Split into different categories
If you want to split data according to a specific category they belong to, you can add that category variable to the Split By box.