jitter.py — Anaconda Enterprise 4.4 documentation

Anaconda Enterprise: Documentation

# jitter.py

    from bokeh.models import Jitter
    from bokeh.layouts import column
    from bokeh.plotting import figure, show, output_file
    from bokeh.sampledata.autompg import autompg as df

    colors = ["red", "olive", "darkred", "goldenrod", "skyblue", "orange", "salmon"]

    p1 = figure(plot_width=600, plot_height=300, title="Years vs mpg without jittering")
    p2 = figure(plot_width=600, plot_height=300, title="Years vs mpg with jittering")

    for i, year in enumerate(list(df.yr.unique())):
        y = df[df['yr'] == year]['mpg']
        color = colors[i % len(colors)]

        p1.circle(x=year, y=y, color=color)
        p2.circle(x={'value': year, 'transform': Jitter(width=1)}, y=y, color=color)

    output_file("jitter.html")

    show(column(p1, p2))