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from collections import OrderedDict
import pandas as pd
import numpy as np
from bokeh._legacy_charts import Dot, output_notebook, show


    

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output_notebook()


    

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


    

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


    

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


    

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


    

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from blaze import Data

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


    

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