def drop_irrelevant_features(df):
    """
        Drop irrelevant columns from features set
        :param data_df: features_data
        :return: a dataframe of relevant features
    """
    cols_to_exclude = ['index', 'level_0', 'id']
    df = df.drop(cols_to_exclude, axis=1)

    return df