violin

AeroViz.plot.violin.violin

violin(df: DataFrame | dict, unit: str, ax: Axes | None = None, **kwargs) -> tuple[Figure, Axes]

Generate a violin plot for multiple data sets.

Parameters:

Name	Type	Description	Default
df	DataFrame or dict	A mapping from category names to pandas DataFrames containing the data.	required
unit	str	The unit for the data being plotted.	required
ax	Axes	The Axes object to draw the plot onto. If not provided, a new figure will be created.	None
**kwargs	dict	Additional keyword arguments to be passed to the violinplot function.	{}

Returns:

Name	Type	Description
fig	Figure	The matplotlib Figure object.
ax	Axes	The matplotlib Axes object with the scatter plot.