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EnhancedPlotExt

pandrs::dataframe::plotting

Trait EnhancedPlotExt 

Source 
pub trait EnhancedPlotExt {
    // Required methods
    fn plot(&self) -> StatPlotBuilder<'_>;
    fn plot_line<P: AsRef<Path>>(&self, column: &str, path: P) -> Result<()>;
    fn plot_scatter<P: AsRef<Path>>(
        &self,
        x_col: &str,
        y_col: &str,
        path: P,
    ) -> Result<()>;
    fn plot_hist<P: AsRef<Path>>(
        &self,
        column: &str,
        path: P,
        bins: Option<usize>,
    ) -> Result<()>;
    fn plot_box<P: AsRef<Path>>(
        &self,
        value_col: &str,
        group_col: &str,
        path: P,
    ) -> Result<()>;
    fn plot_corr<P: AsRef<Path>>(&self, path: P) -> Result<()>;
    fn plot_distributions<P: AsRef<Path>>(
        &self,
        path_prefix: P,
    ) -> Result<Vec<String>>;
    fn plot_report<P: AsRef<Path>>(&self, output_dir: P) -> Result<Vec<String>>;
}
Expand description

Enhanced plotting extension trait for DataFrame

Required Methods§

Source

fn plot(&self) -> StatPlotBuilder<'_>

Get a statistical plotting builder

Source

fn plot_line<P: AsRef<Path>>(&self, column: &str, path: P) -> Result<()>

Quick line plot of a column

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fn plot_scatter<P: AsRef<Path>>( &self, x_col: &str, y_col: &str, path: P, ) -> Result<()>

Quick scatter plot of two columns

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fn plot_hist<P: AsRef<Path>>( &self, column: &str, path: P, bins: Option<usize>, ) -> Result<()>

Quick histogram of a column

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fn plot_box<P: AsRef<Path>>( &self, value_col: &str, group_col: &str, path: P, ) -> Result<()>

Quick box plot grouped by category

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fn plot_corr<P: AsRef<Path>>(&self, path: P) -> Result<()>

Plot correlation matrix

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

Create distribution plots for all numeric columns

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fn plot_report<P: AsRef<Path>>(&self, output_dir: P) -> Result<Vec<String>>

Generate a comprehensive data visualization report

Dyn Compatibility§

This trait is not dyn compatible.

In older versions of Rust, dyn compatibility was called "object safety", so this trait is not object safe.

Implementors§