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Quartiles

facett_plotters::boxplot

Struct Quartiles

pub struct Quartiles {
    pub min: f64,
    pub q1: f64,
    pub median: f64,
    pub q3: f64,
    pub max: f64,
    pub lower_fence: f64,
    pub upper_fence: f64,
    pub outliers: Vec<f64>,
}

Expand description

Five-number summary + the 1.5·IQR whisker fences and the points beyond them.

Fields§

§min: f64§q1: f64§median: f64§q3: f64§max: f64§lower_fence: f64

Lower whisker end: smallest datum ≥ q1 - 1.5·IQR.

§upper_fence: f64

Upper whisker end: largest datum ≤ q3 + 1.5·IQR.

§outliers: Vec<f64>

Points outside the fences.

Implementations§

impl Quartiles

pub fn compute(values: &[f64]) -> Option<Self>

Compute from an arbitrary (unsorted) sample. Empty input → None.

pub fn from_sorted(v: &[f64]) -> Self

Compute from an already-sorted, finite, non-empty slice. Uses linear interpolation between order statistics (the “type-7”/numpy default), so it matches what analysts expect from Plotly/pandas.

Trait Implementations§

impl Clone for Quartiles

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

impl Debug for Quartiles

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

Formats the value using the given formatter. Read more

impl PartialEq for Quartiles

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

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

1.0.0 (const: unstable) · Source§

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 StructuralPartialEq for Quartiles

Auto Trait Implementations§

impl Freeze for Quartiles

impl RefUnwindSafe for Quartiles

impl Send for Quartiles

impl Sync for Quartiles

impl Unpin for Quartiles

impl UnsafeUnpin for Quartiles

impl UnwindSafe for Quartiles

Blanket Implementations§

impl<T> Allocation for T
where T: RefUnwindSafe + Send + Sync,

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

impl<T> Borrow<T> for T
where T: ?Sized,

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

impl<T> BorrowMut<T> for T
where T: ?Sized,

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

Mutably borrows from an owned value. Read more

impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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

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

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

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

fn into(self) -> U

Calls U::from(self).

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

impl<T> Read<Exclusive, BecauseExclusive> for T
where T: ?Sized,

impl<T> SerializableAny for T
where T: 'static + Any + Clone + for<'a> Send + Sync,

impl<T, S> SimdFrom<T, S> for T
where S: Simd,

fn simd_from(value: T, _simd: S) -> T

impl<F, T, S> SimdInto<T, S> for F
where T: SimdFrom<F, S>, S: Simd,

fn simd_into(self, simd: S) -> T

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

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more

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

type Error = Infallible

The type returned in the event of a conversion error.

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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

The type returned in the event of a conversion error.

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.