How to plot two histograms side by side using Matplotlib?

MatplotlibPythonData Visualization

To plot two histograms side by side using matplotlib, we can take the following steps −

  • Set the figure size and adjust the padding between and around the subplots.

  • Make two dataframes, df1 and df2, of two-dimensional, size-mutable, potentially heterogeneous tabular data.

  • Create a figure and a set of subplots.

  • Make a histogram of the DataFrame's, df1 and df2.

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

Example

from matplotlib import pyplot as plt
import pandas as pd

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

df1 = pd.DataFrame(dict(a=[1, 1, 1, 1, 3]))
df2 = pd.DataFrame(dict(b=[1, 1, 2, 1, 3]))

fig, axes = plt.subplots(1, 2)

df1.hist('a', ax=axes[0])
df2.hist('b', ax=axes[1])

plt.show()

Output

raja
Published on 10-Aug-2021 06:44:48
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