Association.detect_association¶
-
classmethod
Association.detect_association(df, df_meta, associations=None, nan_associations=None) Constructor that automatically generates a binding mask for the association based on a dataframe and masks all combinations of inputs that don’t appear in the dataframe.
- Parameters
df (pd.DataFrame) – input DataFrame.
df_meta (DataFrameMeta) – extracted DataFrameMeta
associations (List[str]) – list of regular columns to check for associations.
nan_associations (List[str]) – list of columns to check nan value associations.
- Returns
new Association object with automatically generated binding mask.
- Return type
association