Struct Quartiles

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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.

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§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§

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impl Quartiles

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

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

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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§

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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

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.

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impl StructuralPartialEq for Quartiles

Auto Trait Implementations§

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impl UnwindSafe for Quartiles

Blanket Implementations§

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

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

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

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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 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> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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