featurebyte.Feature.fillna

fillna(

other: Union[StrictInt, StrictFloat, StrictStr, bool]

)

Description

Replaces missing value in each element with the provided value in-place.

Parameters

• other: Union[StrictInt, StrictFloat, StrictStr, bool]
  Value to replace missing values
  
  

Examples

Fill missing values in a column with 0:

>>> view = catalog.get_view("GROCERYINVOICE")
>>> view["Amount"].fillna(0)

Fill missing values in a feature with 0:

>>> feature = catalog.get_feature("InvoiceAmountAvg_60days")
>>> feature.fillna(0)