Struct NumericDescribe 

pub struct NumericDescribe {
    pub count: u64,
    pub mean: f64,
    pub std: f64,
    pub min: f64,
    pub q25: f64,
    pub q50: f64,
    pub q75: f64,
    pub max: f64,
}

pandas .describe() of a numeric column (Phase 21).

Semantics match pandas / numpy defaults exactly so a notebook user can cross-check: std is the sample standard deviation (ddof = 1, and is 0.0 when count < 2), and the quartiles use linear interpolation on the sorted values (pos = (n - 1) * q).

Fields

count: u64

Number of non-null values.

mean: f64

Arithmetic mean.

std: f64

Sample standard deviation (ddof = 1; 0.0 when count < 2).

min: f64

Minimum.

q25: f64

25th percentile (linear interpolation).

q50: f64

50th percentile / median (linear interpolation).

q75: f64

75th percentile (linear interpolation).

max: f64

Maximum.

Trait Implementations

impl Clone for NumericDescribe

fn clone(&self) -> Self

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Copy for NumericDescribe

impl Debug for NumericDescribe

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for NumericDescribe

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for NumericDescribe

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

Equality operator ==.

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

Inequality operator !=.

impl Serialize for NumericDescribe

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for NumericDescribe