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Plot multiple boxplots in one graph in Pandas or Matplotlib
To plot multiple boxplots in one graph in Pandas or Matplotlib, we can take the following steps −
Steps
Set the figure size and adjust the padding between and around the subplots.
Make a Pandas data frame with two columns.
Plot the data frame using plot() method, with kind='boxplot'.
To display the figure, use show() method.
Example
import pandas as pd 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 # Pandas dataframe data = pd.DataFrame({"Box1": np.random.rand(10), "Box2": np.random.rand(10)}) # Plot the dataframe ax = data[['Box1', 'Box2']].plot(kind='box', title='boxplot') # Display the plot plt.show()
Output
It will produce the following output −
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