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SyntheticDataColumnProperties

Source code in docs_src/capo_cleanroomsml/types/synthetic_data_column_properties.py 
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class SyntheticDataColumnProperties(TypedDict, closed=True):
    column_name: (
        "capo_cleanroomsml.types.synthetic_data_column_name.SyntheticDataColumnName"
    )
    """<p>The name of the data column as it appears in the dataset.</p>"""
    column_type: (
        "capo_cleanroomsml.types.synthetic_data_column_type.SyntheticDataColumnType"
    )
    """<p>The data type of the column, which determines how the synthetic data generation algorithm processes and synthesizes values for this column.</p>"""
    is_predictive_value: "bool"
    """<p>Indicates if this column contains predictive values that should be treated as target variables in machine learning models. This affects how the synthetic data generation preserves statistical relationships.</p>"""

column_name instance-attribute 

column_name: SyntheticDataColumnName

The name of the data column as it appears in the dataset.

column_type instance-attribute 

column_type: SyntheticDataColumnType

The data type of the column, which determines how the synthetic data generation algorithm processes and synthesizes values for this column.

is_predictive_value instance-attribute 

is_predictive_value: bool

Indicates if this column contains predictive values that should be treated as target variables in machine learning models. This affects how the synthetic data generation preserves statistical relationships.