How to make Bubble Charts with matplotlib

A collection of sloppy snippets for scientific computing and data visualization in Python. In this post we will see how to make a bubble chart using matplotlib. The snippet that we are going to see was inspired by a tutorial on flowingdata.com where R is used to make a bubble chart that represents some data extracted from a csv file about the crime rates of America by states. I used the dataset pr