def METHOD_NAME(self, data: pd.DataFrame) -> pd.DataFrame:
    """
    Cleans the unprocessed dataset provided.
    :param data: (Unprocessed) Data used in training the model(s).
    :returns: The cleaned data frame
    """ # noqa
    pass