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import bokeh
bokeh.load_notebook()


    

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from collections import OrderedDict
import pandas as pd
import numpy as np
from bokeh.charts import Dot

# create some example data
xyvalues = OrderedDict(
    python=[2, 3, 7, 5, 26],
    pypy=[12, 33, 47, 15, 126],
    jython=[22, 43, 10, 25, 26],
)

dots = Dot(xyvalues, cat=['lists','loops','dicts', 'gen exp', 'exceptions'],
         title="Dots Example", ylabel='Performance', notebook=True, legend='top_left')
dots.show()


    

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import pandas as pd

df = pd.DataFrame(xyvalues)
dots = Dot(df, cat=['lists','loops','dicts', 'gen exp', 'exceptions'],
         title="Dots Example", ylabel='Performance', notebook=True, legend='top_left')
dots.show()


    

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from bokeh.plotting import output_notebook, show

output_notebook()
lxyvalues = list(xyvalues.values())

dots = Dot(lxyvalues, cat=['lists','loops','dicts', 'gen exp', 'exceptions'],
         title="Dots Example", ylabel='Performance', notebook=True)
show(dots)


    

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