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 −

Rishikesh Kumar Rishi

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

• Related Questions & Answers
• Creating multiple boxplots on the same graph from a dictionary, using Matplotlib
• Plot a Line Graph for Pandas Dataframe with Matplotlib?
• How to plot multiple Pandas columns on the Y-axis of a line graph (Matplotlib)?
• How to plot a bar graph in Matplotlib from a Pandas series?
• How to plot multiple horizontal bars in one chart with matplotlib?
• Plot multiple time-series DataFrames into a single plot using Pandas (Matplotlib)
• How do I plot multiple X or Y axes in Matplotlib?
• Plot multiple columns of Pandas dataframe on the bar chart in Matplotlib
• How to plot multiple graphs in Matplotlib?
• How to plot a high resolution graph in Matplotlib?
• Python - Plot a Pandas DataFrame in a Line Graph
• Frequency plot in Python/Pandas DataFrame using Matplotlib
• Python Pandas - Plot multiple data columns in a DataFrame?
• How to plot one single data point in Matplotlib?
• How to plot a line graph from histogram data in Matplotlib?