elphick.sklearn_viz.features.parallel_coordinates.plot_parallel_coordinates

elphick.sklearn_viz.features.parallel_coordinates.plot_parallel_coordinates(data, color=None, vars_include=None, vars_exclude=None, title=None)[source]

Create an interactive parallel plot

Useful to explore multidimensional data like mass-composition data

Parameters:

  • data (DataFrame) – The DataFrame to plot

  • color (Optional[str]) – The variable that sets the color, typically the target variable

  • vars_include (Optional[List[str]]) – Optional List of variables to include in the plot

  • vars_exclude (Optional[List[str]]) – Optional List of variables to exclude in the plot

  • title (Optional[str]) – Optional plot title

Return type:

Figure

Returns: