How to shift the colorbar position to right in matplotlib?

To shift the colorbar position to right in matplotlib, we can take the following steps −

Steps

• Import numpy and matplotlib.

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

• Initialize a variable N to store the number of sample data.

• Create x and y data points using numpy.

• Create a scatter plot using scatter() method with x and y data points.

• Add a colorbar to a plot, use the pad value for horizontal shift towards right or left.

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

Example

# Import numpy and matplotlib import numpy as np from matplotlib import pyplot as plt # Set the figure size plt.rcParams["figure.figsize"] = [7.50, 3.50] plt.rcParams["figure.autolayout"] = True N = 100 # Create x and y data points x = np.random.rand(N) y = np.random.rand(N) # Scatter plot with x and y data points s = plt.scatter(x, y, c=x, cmap='hot', marker='*') # Add a colorbar with pad value plt.colorbar(s, shrink=0.9, pad=0.1) # Display the plot plt.show()

Output

It will produce the following output −

If you would like to set the colorbar to the left, then use the location parameter as shown below −

plt.colorbar(s, shrink=0.9, pad=0.1, location="left") 

With this line in the code, we will have the output as follows −