Code for FacetGrid example about statannotations

[xinyuejohn]

Could you please also provide examples of using plot_and_annotate and plot_and_annotate_facets functions. It will help a lot. Thank you!

[trevismd]

Hello, @racng ,
Sorry for the late reply. The code for this exact example is not yet published (it's meant to be part of the second part of the tutorial). I just gave some indications in #89 about its usage, though.

Please let me know if you have any specific questions or trouble making it work, I'll gladly address that as the feature is not yet properly explained.

[trevismd]

(@xinyuejohn, for a quick reference, here is also an example of plot_and_annotate from the test)

statannotations/tests/test_integrate_annotator.py

Lines 58 to 69 in 2a5ebe1

	def test_plot_and_annotate_without_test_name(self):
	ax, annotations, annotator = Annotator.plot_and_annotate(
	plot="boxplot", pairs=self.pairs_for_df,
	plot_params=self.params_df,
	configuration={
	'test': 'Mann-Whitney',
	'text_format': 'full',
	'show_test_name': False
	},
	annotation_func='apply_test',
	ax_op_after=[['set_xlabel', ['Group'], None]],
	annotation_params={'num_comparisons': 'auto'})

[trevismd]

For anyone looking for this, until it is explained in greater details, the code for the image referenced:

annot = Annotator(None, pairs)

g = sns.FacetGrid(sf, col='State', height=12, sharey=False)
g.map_dataframe(annot.plot_and_annotate_facets, plot='boxplot',
                plot_params=plotting_parameters,
                configuration={"test": "Mann-Whitney"}, annotation_func="apply_test",
                ax_op_before=[["set_yscale", ["log"], {}]])
g.set_axis_labels("Technology Subcategory", "Goal")
g.fig.patch.set_alpha(1)
plt.show()