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How to plot two histograms side by side using Matplotlib?
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
Updated on: 10-Aug-2021
11K+ Views
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