Struct StatPlotBuilder 

pub struct StatPlotBuilder<'a> { /* private fields */ }

Statistical plotting builder

Implementations

impl<'a> StatPlotBuilder<'a>

pub fn new(df: &'a DataFrame) -> Self

pub fn title(self, title: &str) -> Self

Set the plot title

pub fn labels(self, x_label: &str, y_label: &str) -> Self

Set axis labels

pub fn figsize(self, width: u32, height: u32) -> Self

Set figure size

pub fn color_scheme(self, scheme: ColorScheme) -> Self

Set color scheme

pub fn style(self, style: PlotStyle) -> Self

Set plot style

pub fn correlation_matrix<P: AsRef<Path>>(self, path: P) -> Result<()>

Create a correlation matrix heatmap

pub fn pair_plot<P: AsRef<Path>>( self, columns: Option<&[String]>, path: P, ) -> Result<()>

Create a pair plot (scatter matrix)

pub fn distribution_plots<P: AsRef<Path>>( self, path_prefix: P, ) -> Result<Vec<String>>

Create distribution plots for all numeric columns

pub fn grouped_box_plots<P: AsRef<Path>>( self, group_by: &str, value_columns: Option<&[String]>, path: P, ) -> Result<()>

Create box plots grouped by a categorical column

pub fn time_series<P: AsRef<Path>>( self, date_column: &str, value_columns: &[String], path: P, ) -> Result<()>

Create time series plots

pub fn dashboard<P: AsRef<Path>>(self, path: P) -> Result<()>

Create a dashboard with multiple subplots