dilimap.pl.boxplot_with_swarm

dilimap.pl.boxplot_with_swarm(data, x, y, hue_order=None, palette=None, box_alpha=0.2, swarm_size=3, box_width=0.3, axhline=None, xlabel='', ylabel='', title='', show=True, swarm_kwargs=None, show_box=True, show_swarm=True, show_legend=True)

Creates a box plot overlaid with a swarm plot for a given dataset.

Parameters:

• data (DataFrame) – DataFrame containing the data to plot.

• x (str) – Column name to use for the x-axis (categorical).

• y (str) – Column name to use for the y-axis (numeric).

• hue (str) – Column name for grouping categories (optional).

• hue_order (list of str) – Order of categories in the hue (optional).

• palette (list of colors) – List of colors to use for different categories (optional).

• box_alpha (float) – Transparency level for the box plot.

• swarm_size (float) – Size of the dots in the swarm plot.

• box_width (float) – Width of the box plot.

• axhline (float) – Optional y-value to draw a horizontal line (e.g., cutoff).

• xlabel (str) – Label for the x-axis (default is empty).

• ylabel (str) – Label for the y-axis (default is ‘Value’).

Returns:

Displays the plot.