How to create a Swarm Plot with Matplotlib?

To create a Swarm Plot with Matplotlib, we can take the following steps −

Set the figure size and adjust the padding between and around the subplots.
Create a Pandas dataframe, i.e., a two-dimensional, size-mutable, potentially heterogeneous tabular data.
Initialize the plotter, swarmplot.
To plot the boxplot, use boxplot() method.
To display the figure, use show() method.

Example

import seaborn as sns
import matplotlib.pyplot as plt
import pandas as pd
import numpy as np

plt.rcParams["figure.figsize"] = [7.50, 3.50]
plt.rcParams["figure.autolayout"] = True

data = pd.DataFrame({"Box1": np.arange(10),
                     "Box2": np.arange(10)})

ax = sns.swarmplot(x="Box1", y="Box2", data=data, zorder=0)

sns.boxplot(x="Box1", y="Box2", data=data,
            showcaps=False, boxprops={'facecolor': 'None'},
            showfliers=False, whiskerprops={'linewidth': 0}, ax=ax)

plt.show()

Output

Rishikesh Kumar Rishi

Published on 04-Aug-2021 12:54:22

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