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

python-selenium is installed in your system.

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

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

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

python-selenium package basic information: