AttributeError: Unknown property axisbg

Replace the below line of code

ax = plt.axes(axisbg='#E6E6E6')

with

ax = plt.axes(facecolor='#E6E6E6')

axisbg is deprecated in matplotlib 2.0+ Use facecolor instead.

https://matplotlib.org/api/api_changes.html