In addition to the regular plot method, there are a number of other functions for generating different kind of plots. ... Figures with Multiple Subplots. Axes can be added to a matplotlib Figure ...

Subplots. The plt.subplots() object is an automatic axis manager built on top of plt.figure(). It is used similar to plt.figure() except it uses tuple unpacking to grab fig and axes. Using subplots ...

Let’s say that you, for example, want to plot multiple graphs simultaneously using seaborn; then you could use the subplot function from matplotlib. diamonds_data = sns.load _dataset ...

I suspect the problem is that matplotlib needs constant-length arrays to plot two on the same plot. For each 'tick' of the animate function it will need to know what value to write for that instant.