Struct NumericStats

Source

pub struct NumericStats {Show 13 fields
    pub min: f64,
    pub max: f64,
    pub mean: f64,
    pub std_dev: f64,
    pub variance: f64,
    pub median: Option<f64>,
    pub quartiles: Option<Quartiles>,
    pub mode: Option<f64>,
    pub coefficient_of_variation: Option<f64>,
    pub skewness: Option<f64>,
    pub kurtosis: Option<f64>,
    pub is_approximate: Option<bool>,
    pub outlier_count: Option<usize>,
}

Expand description

Statistics for numeric (integer or float) columns.

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§min: f64§max: f64§mean: f64§std_dev: f64§variance: f64§median: Option<f64>§quartiles: Option<Quartiles>§mode: Option<f64>§coefficient_of_variation: Option<f64>§skewness: Option<f64>§kurtosis: Option<f64>§is_approximate: Option<bool>§outlier_count: Option<usize>

Number of values flagged as IQR-based outliers in this column.

Uses the same Tukey-style detection (Q1 − k·IQR, Q3 + k·IQR with k = 1.5 by default) that feeds the global accuracy.outlier_ratio. None when outlier detection didn’t run (sample below the configured minimum or non-numeric column).

Struct NumericStats Copy item path

Fields§

Implementations§

impl NumericStats

pub fn empty() -> Self

Trait Implementations§

impl Clone for NumericStats

fn clone(&self) -> NumericStats

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

impl Debug for NumericStats

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

impl<'de> Deserialize<'de> for NumericStats

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where __D: Deserializer<'de>,

impl Serialize for NumericStats

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

Auto Trait Implementations§

impl Freeze for NumericStats

impl RefUnwindSafe for NumericStats

impl Send for NumericStats

impl Sync for NumericStats

impl Unpin for NumericStats

impl UnsafeUnpin for NumericStats

impl UnwindSafe for NumericStats

Blanket Implementations§

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

fn type_id(&self) -> TypeId

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

fn borrow(&self) -> &T

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

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

impl<T> CloneToUninit for Twhere T: Clone,

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

impl<T> From<T> for T

fn from(t: T) -> T

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

fn into(self) -> U

impl<T> ToOwned for Twhere T: Clone,

type Owned = T

fn to_owned(&self) -> T

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

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

type Error = Infallible

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

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

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

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

impl<V, T> VZip<V> for Twhere V: MultiLane<T>,

fn vzip(self) -> V

impl<T> DeserializeOwned for Twhere T: for<'de> Deserialize<'de>,

Struct NumericStats

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
where __D: Deserializer<'de>,

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
where S: Serializer,

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

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

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

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

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

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

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

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

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,