KA_data_exploration.py 文件源码

def ka_display_muti_tables_summary(tables, table_names, n=5):
    '''display multi tables' summary

        Parameters
        ----------
        tables: list_like
                Pandas dataframes
        table_names: list_like
                     names of each dataframe

        Return
        ------
        1. show head of data
        2. show column types of data
        3. show summary of data
    '''
    for t, t_name in zip(tables, table_names):
        print(t_name + ":", t.shape)
        ka_display_side_by_side(t.head(n=n), _ka_display_col_type(t), DataFrameSummary(t).summary())