A General purpose Boxplot visualisation.
Requirements:
- For my loadings plot I would need a faceted plot. The facets can be controlled by a parameter that specifies a categorical metadata column that splits the dataset into facets. If there is no facet column given then only one boxplot is created.
- The boxes can display positive and also negative numbers.
- There is an additional color_by parameter and menu item where you can specify a categorical metadata column to color the boxes.
Nice to have:
- A menu toggle/parameter to switch the orientation of the boxplots between horizontal and vertical.
- A toggle to change the order of the boxes to ordered by the values. By default the boxes should be ordered the same as seen in the metadata file.

A General purpose Boxplot visualisation.
Requirements:
Nice to have: