Visualizing multiple time series observation

Question

I have multiple time-series data, plotted as shown below:

Is there a better plotting type that can show the curves of a,b,c, and d in a clearer way? Is there any other plot types where it is easy to see the "twisted" points?

Answer 1

I see two options:

1) You do some subplots. pylab_examples example code: subplots_demo.

2) You let all curves on the same plot. And you apply a rolling mean (also named moving average) on each curve. Rolling Windows

One more advice. You can limit your y axis on the graph. Space on the graph will be better optimized

plt.ylim([0,20])