Sort Bars in Increasing Order in a Bar Chart in Matplotlib

To sort bars in increasing order in a bar chart in matplotlib, we can take the following steps −

• Set the figure size and adjust the padding between and around the subplots.
• Make a data frame, df, of two-dimensional, size-mutable, potentially heterogeneous tabular data.
• Add a subplot to the current figure.
• Make a bar plot with the dataframe, df.
• Add a subplot to the current figure.
• Make a df_sorted by a column marks.
• Make a bar plot with df_sorted.
• To display the figure, use show() method.

Example

import pandas as pd
from matplotlib import pyplot as plt

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

df = pd.DataFrame(
   dict(
      names=['John', 'James', 'David', 'Gary', 'Watson'],
      marks=[23, 34, 30, 19, 20]
   )
)

plt.subplot(121)
plt.bar('names', 'marks', data=df, color='red')

plt.subplot(122)
df_sorted = df.sort_values('marks')
plt.bar('names', 'marks', data=df_sorted, color='orange')

plt.show()

Output

It will produce the following output

Notice the bar chart on the right. The bars are sorted in the increasing order of their values.