#!/usr/bin/python3
import numpy as np
 
import matplotlib
matplotlib.use('Agg') # Bypass the need to install Tkinter GUI framework
import matplotlib.pyplot as plt
 
# Create data.
xdata = np.arange(0.0, 2.0, 0.1)
ydata_left = np.sin(np.pi * xdata)
ydata_right = np.exp(xdata)*1000
 
# Create main axis.
(figure, main_axis) = plt.subplots()
main_axis.plot(xdata, ydata_left, color='red')
main_axis.set_ylabel('sin(x)', color='red')
main_axis.tick_params(axis='y', labelcolor='red')
 
main_axis.set_xlabel('x') # Label shared x-axis.
 
# Create right axis.
right_axis = main_axis.twinx()  # Instantiate a second axes that shares the same x-axis
right_axis.plot(xdata, ydata_right, color='blue')
right_axis.set_ylabel('exp(x)', color='blue')
right_axis.tick_params(axis='y', labelcolor='blue')
 
# Customize graph
plt.autoscale(tight=True)
 
# Save graph to file.
plt.savefig('matplotlib-left-right-axes.png')