Struct FiveNumberSummary 

pub struct FiveNumberSummary {
    pub min: f64,
    pub q1: f64,
    pub median: f64,
    pub q3: f64,
    pub max: f64,
}

Five-number summary statistics.

Contains the minimum, first quartile, median, third quartile, and maximum of a dataset. Used for box plots and exploratory data analysis.

Fields

min: f64

Minimum value

q1: f64

First quartile (25th percentile)

median: f64

Median (50th percentile)

q3: f64

Third quartile (75th percentile)

max: f64

Maximum value

Implementations

impl FiveNumberSummary

pub fn iqr(&self) -> f64

Calculates the interquartile range (IQR).

The IQR is Q3 - Q1 and represents the spread of the middle 50% of the data.

pub fn is_outlier(&self, value: f64) -> bool

Determines if a value is an outlier using the 1.5*IQR rule.

A value is considered an outlier if it is below Q1 - 1.5IQR or above Q3 + 1.5IQR.

Trait Implementations

impl Clone for FiveNumberSummary

fn clone(&self) -> FiveNumberSummary

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for FiveNumberSummary

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl PartialEq for FiveNumberSummary

fn eq(&self, other: &FiveNumberSummary) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for FiveNumberSummary

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Copy for FiveNumberSummary

impl StructuralPartialEq for FiveNumberSummary