Annotating Plot 4

Statannotations-Tutorial-1-30.py

pairs =(
    [('Successful', 'Robots'), ('Successful', 'Flight')],
    [('Successful', 'Flight'), ('Successful', 'Sound')],
    [('Successful', 'Robots'), ('Successful', 'Sound')],

    [('Failed', 'Robots'), ('Failed', 'Flight')],
    [('Failed', 'Flight'), ('Failed', 'Sound')],
    [('Failed', 'Robots'), ('Failed', 'Sound')],

    [('Live', 'Robots'), ('Live', 'Flight')],
    [('Live', 'Flight'), ('Live', 'Sound')],
    [('Live', 'Robots'), ('Live', 'Sound')]
)

with sns.plotting_context("notebook", font_scale = 1.4):
    # Create new plot
    ax = get_log_ax()

    # Plot with seaborn
    ax = sns.boxplot(ax=ax, **hue_plot_params)

    # Add annotations
    annotator = Annotator(ax, pairs, **hue_plot_params)
    annotator.configure(test="Mann-Whitney", verbose=False)
    _, results = annotator.apply_and_annotate()

    # Label and show
    add_legend(ax)
    label_plot_for_states(ax)
    plt.show()