Annotating Plot 1

Statannotations-Tutorial-1-18.py

# Putting the parameters in a dictionary avoids code duplication
# since we use the same for `sns.boxplot` and `Annotator` calls
plotting_parameters = {
    'data':    rfs,
    'x':       'Subcategory',
    'y':       'Goal',
    'palette': subcat_palette[1:]
}

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

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

    # Plot with seaborn
    sns.boxplot(**plotting_parameters)

    # Add annotations
    annotator = Annotator(ax, pairs, **plotting_parameters)
    annotator.set_custom_annotations(formatted_pvalues)
    annotator.annotate()

    # Label and show
    label_plot_for_subcats(ax)
    plt.show()