$ sudo apt-get update
$ sudo apt-get install fonts-century-catalogue 

fonts-century-catalogue is installed in your system.

Make ensure the fonts-century-catalogue package were installed using the commands given below,

$ sudo dpkg-query -l | grep fonts-century-catalogue *

You will get with fonts-century-catalogue package name, version, architecture and description in a table

fonts-century-catalogue package basic information: