In case you need to tweak the layout, you can generate the source code and simply copy-paste it in your project: import matplotlib as mpl import matplotlib.pyplot as plt fig = plt.figure(figsize=(12, ...

This is revisiting #4487 in which @jakevdp suggested changing the default of bins to 'auto'. Since automatic determination is now supported in matplotlib via numpy, I think it would be great to make ...