How do I plot two countplot graphs side by side in Seaborn using Matplotlib?

MatplotlibServer Side ProgrammingProgramming

To plot two countplot graphs side by side in Seaborn, we can take the following steps −

  • To create two graphs, we can use nrows=1, ncols=2 with figure size (7, 7).

  • Create a dataframe with keys, col1 and col2, using Pandas.

  • Use countplot() to show the counts of observations in each categorical bin using bars.

  • Adjust the padding between and around the subplots.

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

Example

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

plt.rcParams["figure.figsize"] = [7.00, 3.50]
plt.rcParams["figure.autolayout"] = True
f, axes = plt.subplots(1, 2)
df = pd.DataFrame(dict(col1=np.linspace(1, 10, 5), col2=np.linspace(1, 10, 5)))
sns.countplot(df.col1, x='col1', color="red", ax=axes[0])
sns.countplot(df.col2, x="col2", color="green", ax=axes[1])
plt.show()

Output

raja
Published on 08-May-2021 09:06:47
Advertisements