def _select_fields_for_receive(transcript_group):
    """Selects only the fields for receive model training

    Args:
        transcript_group (pandas.DataFrame): The transcript dataset

    Returns:
        pandas.DataFrame: The modified transcript with the fields for receive model training
    """

    cols = [
        "purchased",
        "gender",
        "age",
        "income",
        "membership_year",
        "membership_month",
        "membership_day",
        "gen_z",
        "millenials",
        "gen_x",
        "boomers",
        "silent",
        "young",
        "adult",
        "middle_age",
        "old"
    ]

    transcript_group = transcript_group[cols]

    return transcript_group