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


    

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output_notebook()


    

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defaults.width = 550
defaults.height = 400


    

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# input options
hist = Histogram(df['mpg'], title="df['mpg']")
show(hist)


    

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hist2 = Histogram(df, 'displ', title="df, 'displ'")
show(hist2)


    

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hist3 = Histogram(df, values='hp', title="df, values='hp'")
show(hist3)


    

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


    

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