matplotlib Plotting Cookbook

Setting an axis range

By default, matplotlib will find the minimum and maximum of your data on both axes and use this as the range to plot your data. However, it is sometimes preferable to manually set this range, to get a better view of the data's extrema. In this recipe, we are going to see how to set an axis range.

How to do it...

The pyplot API provides a function to directly set the range of one axis, as follows:

import numpy as np
import matplotlib.pyplot as plt
X = np.linspace(-6, 6, 1024)

plt.ylim(-.5, 1.5)
plt.plot(X, np.sinc(X), c = 'k')
plt.show()

The preceding script draws a curve. In contrast with the default settings, the graphic does not fit the curve perfectly; we have some room at the upper part of the curve, as shown in the following ...