from bokeh.plotting import figure, output_file, show from bokeh.sampledata.iris import flowers colormap = {'setosa': 'red', 'versicolor': 'green', 'virginica': 'blue'} colors = [colormap[x] for x in flowers['species']] p = figure(title = "Iris Morphology") p.xaxis.axis_label = 'Petal Length' p.yaxis.axis_label = 'Petal Width' p.circle(flowers["petal_length"], flowers["petal_width"], color=colors, fill_alpha=0.2, size=10) output_file("iris.html", title="iris.py example") show(p)