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Showing content from http://nbviewer.jupyter.org/github/bokeh/bokeh-notebooks/blob/master/quickstart/quickstart.ipynb below:

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from bokeh.models import ColumnDataSource
from bokeh.layouts import gridplot

source = ColumnDataSource(autompg)

options = dict(width=300, height=300,
               tools="pan,wheel_zoom,box_zoom,box_select,lasso_select")

p1 = figure(title="MPG by Year", **options)
p1.circle("yr", "mpg", color="blue", source=source)

p2 = figure(title="HP vs. Displacement", **options)
p2.circle("hp", "displ", color="green", source=source)

p3 = figure(title="MPG vs. Displacement", **options)
p3.circle("mpg", "displ", size="cyl", line_color="red", fill_color=None, source=source)

p = gridplot([[ p1, p2, p3]], toolbar_location="right")

show(p)

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