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Python 基于列表中的值向数据帧添加新列_Python_Python 3.x_Pandas_Dataframe - Fatal编程技术网

Python 基于列表中的值向数据帧添加新列

Python 基于列表中的值向数据帧添加新列,python,python-3.x,pandas,dataframe,Python,Python 3.x,Pandas,Dataframe,新手程序员在这里寻求帮助。我有一个如下所示的数据帧: Name 0 "jackolsen" 1 "IsabelClark" 2 "JaneDoe" 3 "JackOlsen" 4 "JACKOLSEN" 5 "MariaSmith" 6 "JohnSmith" 7 "MaryKent" 8 "MaryKent" 和一份名单: l = list("jackolsen", "janedoe", "johnsmith") 我想要的输出

新手程序员在这里寻求帮助。我有一个如下所示的数据帧:

       Name  
0  "jackolsen"
1  "IsabelClark"   
2  "JaneDoe"    
3  "JackOlsen"
4  "JACKOLSEN"
5  "MariaSmith"
6  "JohnSmith"
7  "MaryKent"    
8  "MaryKent"   
和一份名单:

l = list("jackolsen", "janedoe", "johnsmith")
我想要的输出是DataFrame中的一个新列,它告诉我名称是否在列表中(值=1)或不在列表中(值=0),而不管它是大写还是小写。在本例中,它将是:

       Name         List
0  "jackolsen"       1
1  "IsabelClark"     0   
2  "JaneDoe"         1
3  "JackOlsen"       1
4  "JACKOLSEN"       1
5  "MariaSmith"      0
6  "JohnSmith"       1
7  "MaryKent"        0
8  "MaryKent"        0
如何实现所需的输出?

与以下一起使用:

df["List"] = df["Name"].str.lower().isin(l).astype(int)

df['name'].str.lower().isin(l).astype(int)
df['List'] = df.Name.str.lower().isin(l).view('i1')
print(df)

       Name      List
0    jackolsen     1
1  IsabelClark     0
2      JaneDoe     1
3    JackOlsen     1
4    JACKOLSEN     1
5   MariaSmith     0
6    JohnSmith     1
7     MaryKent     0
8     MaryKent     0