$ sudo apt-get update
$ sudo apt-get install python-pygame 

python-pygame is installed in your system.

Make ensure the python-pygame package were installed using the commands given below,

$ sudo dpkg-query -l | grep python-pygame *

You will get with python-pygame package name, version, architecture and description in a table

python-pygame package basic information: