How to create non linear axis in plot

Question

I'm using matplotlib to plot a series of datas and get a result as below

But I'm expecting to have a non linear axis as below.

How can I make that kind of plot? Thanks in advance.

Answer 1

You can set the y-axis to logaritmic by writing plt.yscale('log')

full example:

import matplotlib.pyplot as plt
example = [pow(2,i) for i in range(10)]
plt.plot(example)
plt.yscale('log')
plt.show()