I noticed that the histogram plot fails when the data includes nan values import numpy as np import matplotlib.pyplot as plt data = np.random.random(100) data[10] = np.nan plt.hist(data ...

All of this could be done by hand, plt.hist could be removed and let everyone just use bar plots or stem plots with np.hist till the end of time. But it's obvious that someone thought including ...