How to add a colorbar for a hist2d plot in Matplotlib?

To add a colorbar for hist2d plot, we can pass a scalar mappable object to colorbar() method's argument.

Steps

• Create x and y data points using numpy.

• Create a figure and a set of subplots using subplots() method.

• Make a 2D histogram plot using hist2d() method.

• Create a colorbar for a hist2d scalar mappable instance.

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

Example

import numpy as np from matplotlib import pyplot as plt, colors plt.rcParams["figure.figsize"] = [7.00, 3.50] plt.rcParams["figure.autolayout"] = True x = np.random.randn(100) y = np.random.randn(100) + 5 fig, ax = plt.subplots() hh = ax.hist2d(x, y, bins=40, norm=colors.LogNorm()) fig.colorbar(hh[3], ax=ax) plt.show()

Output