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from bokeh.charts import Histogram
from bokeh.sampledata.autompg import autompg as df
from bokeh.charts import defaults, vplot, hplot, show, output_notebook


    

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output_notebook()


    

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defaults.width = 450
defaults.height = 350


    

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hist = Histogram(df['mpg'], title="df['mpg']")
hist2 = Histogram(df, 'displ', title="df, 'displ'")
hist3 = Histogram(df, values='hp', title="df, values='hp'")

hist4 = Histogram(df, values='hp', color='cyl',
                  title="df, values='hp', color='cyl'", legend='top_right')

hist5 = Histogram(df, values='mpg', bins=50,
                  title="df, values='mpg', bins=50")


    

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show(
    vplot(
        hplot(hist, hist2, hist3),
        hplot(hist4, hist5)
    )
)


    

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