matplotlib - 2D and 3D plotting in Python The latest version of this IPython notebook lecture is available at http://github.com/jrjohansson/scientific-python-lectures . Visualizing distributions of data This notebook demonstrates different approaches to graphically representing distributions of data, specifically focusing on the tools provided by the seaborn package.