Struct NumericStats

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pub struct NumericStats {
    pub min: f64,
    pub max: f64,
    pub mean: f64,
    pub std_dev: f64,
    pub q1: f64,
    pub median: f64,
    pub q3: f64,
}

Expand description

Basic statistics for numeric columns

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§min: f64

Minimum value

§max: f64

Maximum value

§mean: f64

Mean value

§std_dev: f64

Standard deviation

§q1: f64

25th percentile (Q1)

§median: f64

50th percentile (median)

§q3: f64

75th percentile (Q3)

Implementations§

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impl NumericStats

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pub fn iqr(&self) -> f64

Calculate IQR (Interquartile Range)

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pub fn outlier_lower_bound(&self) -> f64

Get lower bound for outliers (Q1 - 1.5*IQR)

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pub fn outlier_upper_bound(&self) -> f64

Get upper bound for outliers (Q3 + 1.5*IQR)

Trait Implementations§

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impl Clone for NumericStats

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fn clone(&self) -> NumericStats

Returns a duplicate of the value. Read more

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

Performs copy-assignment from source. Read more

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impl Debug for NumericStats

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl UnwindSafe for NumericStats

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> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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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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