Boxplot to show relationship between a real value vs categorical values

[trungtly]

Missing functionality

In a dataset for regression problem, we want to know the relationship between the numerical target and all other features. Currently pandas-profiling show the correlation / interaction between numerical values only. No correlation plot is available for categorical values.

Proposed feature

Generate the plot between a target column and categorical columns, similar to the boxplot from seaborn https://seaborn.pydata.org/examples/grouped_boxplot.html

Alternatives considered

Additional context

[sbrugman]

The correlation between categorical-categorical and categorical-numerical are already available (e.g. check the Phik correlation)! Regarding the interactions however, there are indeed multiple options to extend the functionality.