從 dataframe python 中刪除字符

Question

我想從表中的一列替換 str 。 示例：我想從 df 列中刪除 b"SET 和 b"MULTISET。 如何做到這一點。 我需要 output 詳細信息如下，

columns = ['cust_id', 'cust_name', 'vehicle', 'details', 'bill'] 
df = pd.DataFrame(data=t, columns=columns)
df
    
        cust_id     cust_name                   vehicle                             details                                                 bill
0   101         b"SET{'Tom','C'}"           b"MULTISET{'Toyota','Cruiser'}"     b"ROW('Street 1','12345678','NewYork, US')"             1200.00
1   102         b"SET{'Rachel','Green'}"    b"MULTISET{'Ford','se'}"            b"ROW('Street 2','12344444','Florida, US')"             2400.00
2   103         b"SET{'Chandler','Bing'}"   b"MULTISET{'Dodge','mpv'}"          b"ROW('Street 1','12345555','Georgia, US')"             601.10 

所需 Output：

    cust_id     cust_name                   vehicle                             details                                         bill
0   101         {'Tom','C'}                 {'Toyota','Cruiser'}            ('Street 1','12345678','NewYork, US')               1200.00
1   102         {'Rachel','Green'}          {'Ford','se'}                   ('Street 2','12344444','Florida, US')               2400.00
2   103         {'Chandler','Bing'}         {'Dodge','mpv'}                 ('Street 1','12345555','Georgia, US')               601.10 

Answer 1

這是一個可能的解決方案，

• 讓我們定義感興趣的列，

columns = ['cust_name', 'vehicle', 'details']

• 使用正則表達式提取{}或()之間的值

regex_ = r"([\{|\(].*[\}|\)])"

• 總而言之， str.decode('ascii')是將列值從byte轉換為string 。

columns = ['cust_name', 'vehicle', 'details']

regex_ = r"([\{|\(].*[\}|\)])"

for col in columns:
    df[col] = df[col].str.decode('ascii').str.extract(regex_)

---

   cust_id            cust_name  ...                                details    bill
0      101          {'Tom','C'}  ...  ('Street 1','12345678','NewYork, US')  1200.0
1      102   {'Rachel','Green'}  ...  ('Street 2','12344444','Florida, US')  2400.0
2      103  {'Chandler','Bing'}  ...  ('Street 1','12345555','Georgia, US')   601.1