atoti.agg.var module

atoti.agg.var(operand: NonConstantColumnConvertibleOrLevel, /, *, mode: Literal['sample', 'population'] = 'sample') → MeasureDescription

atoti.agg.var(operand: NonConstantMeasureConvertible, /, *, mode: Literal['sample', 'population'] = 'sample', scope: Scope) → MeasureDescription

Return a measure equal to the variance of the passed operand across the specified scope.

Parameters

• operand – The operand to get the variance of.

• mode –

  One of the supported modes:

  • The sample variance, similar to Excel’s VAR.S, is $\frac{\sum _{i=1}^n(X_i-m{)}^2}{n-1}$ where m is the sample mean and n the size of the sample. Use this mode if the data represents a sample of the population.

  • The population variance, similar to Excel’s VAR.P is $\frac{\sum _{i=1}^n(X_i-m{)}^2}{n}$ where m is the mean of the Xi elements and n the size of the population. Use this mode if the data represents the entire population.

• scope – The scope of the aggregation.