Plot multiple boxplots in one graph in Pandas or Matplotlib

MatplotlibPythonData Visualization

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 −

raja
Updated on 01-Feb-2022 12:11:17

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