Contour hatching in Matplotlib plot

MatplotlibPythonData Visualization

To plot contour with hatching, we can take the following steps −

  • Set the figure size and adjust the padding between and around the subplots.
  • Create x, y and z data points using numpy.
  • Flat the x and y data points.
  • Create a figure and a set of subplots.
  • Plot a contour with different hatches.
  • Create a colorbar for a scalar mappable instance.
  • To display the figure, use show() method.

Example

import matplotlib.pyplot as plt
import numpy as np

plt.rcParams["figure.figsize"] = [7.50, 3.50]
plt.rcParams["figure.autolayout"] = True

x = np.linspace(-3, 5, 150).reshape(1, -1)
y = np.linspace(-3, 5, 120).reshape(-1, 1)
z = np.cos(x) + np.sin(y)

x, y = x.flatten(), y.flatten()

fig1, ax1 = plt.subplots()

cs = ax1.contourf(x, y, z, hatches=['-', '/', '\\', '//'],
                  cmap='gray', extend='both', alpha=0.5)
fig1.colorbar(cs)

plt.show()

Output

raja
Published on 15-Jun-2021 12:42:54
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