Simple Bar Chart#

A basic bar chart showing the count of items in each category. This example uses a small pandas DataFrame to demonstrate categorical bar plots.

import pandas as pd
import hvplot.pandas  # noqa

df = pd.DataFrame({
    'category': ['A', 'B', 'C', 'A', 'B', 'C', 'A', 'B', 'C', 'A'],
})
counts = df['category'].value_counts().sort_index()

counts.hvplot.bar(title='Simple Bar Chart (Bokeh)', xlabel='Category', ylabel='Count')

import pandas as pd
import hvplot.pandas  # noqa
hvplot.extension('matplotlib')

df = pd.DataFrame({
    'category': ['A', 'B', 'C', 'A', 'B', 'C', 'A', 'B', 'C', 'A'],
})
counts = df['category'].value_counts().sort_index()

counts.hvplot.bar(title='Simple Bar Chart (Matplotlib)', xlabel='Category', ylabel='Count')