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


    

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output_notebook()


    

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defaults.width = 450
defaults.height = 350


    

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box_plot = BoxPlot(df, label='cyl', values='mpg', title="label='cyl', values='mpg'")

box_plot2 = BoxPlot(df, label=['cyl', 'origin'], values='mpg', title="label=['cyl', 'origin'], values='mpg'")

box_plot3 = BoxPlot(df, label='cyl', values='mpg', agg='mean',
                title="label='cyl' values='mpg' agg='mean'")

box_plot4 = BoxPlot(df, label='cyl', title="label='cyl' color='DimGray'", color='dimgray')


    

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show(
    vplot(
        hplot(box_plot, box_plot2),
        hplot(box_plot3, box_plot4)
    )
)


    

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