Installing matplotlib using yum

matplotlib is a python 2D plotting library which produces publication quality figures in a variety of hardcopy formats and interactive environments across platforms.

Make sure you have EPEL and RPMForge repositories installed. For more information, do look at
Useful Repositories for CentOS 5

To install matplotib using yum, do the following

# yum install python-matplotlib