Histogram#

A histogram showing the distribution of a numeric variable built from random data.

import pandas as pd
import numpy as np
import hvplot.pandas  # noqa

np.random.seed(42)
df = pd.DataFrame({'values': np.random.normal(loc=0, scale=1, size=500)})

df.hvplot.hist(
    y='values',
    bins=30,
    title='Histogram (Bokeh)',
    xlabel='Value',
    ylabel='Density'
)

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

np.random.seed(42)
df = pd.DataFrame({'values': np.random.normal(loc=0, scale=1, size=500)})

df.hvplot.hist(
    y='values',
    bins=30,
    title='Histogram (Matplotlib)',
    xlabel='Value',
    ylabel='Density'
)