How to better rasterize a plot without blurring the labels in matplotlib?

MatplotlibPythonData Visualization

To rasterize a plot in a bettery way without blurring the labels in matplotlib, we can take the following steps.

Steps

  • Set the figure size and adjust the padding between and around the subplots.

  • Create a figure and a set of subplots.

  • Axis 0 – Fill the area between the curve with alpha and rasterized=False.

  • Add text to the axes.

  • Axis 1 – Fill the area between the curve with alpha and rasterized=True.

  • Add text to the axes.

  • Axes 2 and 3 – Fill the area between the curve without alpha and rasterized=True and False, respectively.

  • Add text to the axes.

  • To display the figure, use Show() method.

Example

import matplotlib.pyplot as plt
import numpy as np

plt.rcParams["figure.figsize"] = [7.00, 3.50]
plt.rcParams["figure.autolayout"] = True

fig, axes = plt.subplots(nrows=4, sharex=True)

axes[0].fill_between(np.arange(1, 10), 1, 2, zorder=-1, alpha=0.2, rasterized=False)
axes[0].text(5, 1.5, "Label 1", ha='center', va='center', fontsize=25, zorder=-2, rasterized=True)

axes[1].fill_between(np.arange(1, 10), 1, 2, zorder=-1, alpha=0.2, rasterized=True)
axes[1].text(5, 1.5, "Label 2", ha='center', va='center', fontsize=25, zorder=-2, rasterized=True)

axes[2].fill_between(np.arange(1, 10), 1, 2, zorder=-1, rasterized=True)
axes[2].text(5, 1.5, "Label 3", ha='center', va='center', fontsize=25, zorder=-2, rasterized=True)

axes[3].fill_between(np.arange(1, 10), 1, 2, zorder=-1, rasterized=False)
axes[3].text(5, 1.5, "Label 4", ha='center', va='center', fontsize=25, zorder=-2, rasterized=True)

plt.show()

Output

It will produce the following output −

Observe that, since we have not used any "alpha" on axes 2 and 3, the labels are not visible.

raja
Updated on 19-Oct-2021 08:05:33

Advertisements