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Quartiles

plotters_statistical::stats::quartiles

Struct Quartiles 

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pub struct Quartiles {
    pub q1: f64,
    pub median: f64,
    pub q3: f64,
    pub iqr: f64,
    pub lower_whisker: f64,
    pub upper_whisker: f64,
    pub min: f64,
    pub max: f64,
    pub outliers: Vec<f64>,
}
Expand description

Five-number summary plus Tukey fences and the outliers of a sample.

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§q1: f64

First quartile (25th percentile).

§median: f64

Median (50th percentile).

§q3: f64

Third quartile (75th percentile).

§iqr: f64

Interquartile range, q3 - q1.

§lower_whisker: f64

Lower whisker end: the smallest sample value >= q1 - 1.5*IQR.

§upper_whisker: f64

Upper whisker end: the largest sample value <= q3 + 1.5*IQR.

§min: f64

Sample minimum (finite values only).

§max: f64

Sample maximum (finite values only).

§outliers: Vec<f64>

Values falling outside the 1.5*IQR Tukey fences, in ascending order.

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impl Quartiles

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pub fn lower_fence(&self) -> f64

The lower Tukey fence, q1 - 1.5 * IQR. Points below it are outliers.

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pub fn upper_fence(&self) -> f64

The upper Tukey fence, q3 + 1.5 * IQR. Points above it are outliers.

Trait Implementations§

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impl Clone for Quartiles

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fn clone(&self) -> Quartiles

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more
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impl Debug for Quartiles

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

Formats the value using the given formatter. Read more
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impl PartialEq for Quartiles

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

Equality operator ==. Read more
1.0.0 (const: unstable) · Source§

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

Inequality operator !=. Read more
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impl StructuralPartialEq for Quartiles

Auto Trait Implementations§

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.