[英]Pandas - Creating a New Column
I have always made new columns in pandas using the following: 我一直在使用以下内容在pandas中创建新列:
df['new_column'] = value
I am using this method, however, am receiving the warning for setting a copy. 我正在使用此方法,但是,我收到了设置副本的警告。
What is the way to make a new column without creating a copy? 在不创建副本的情况下创建新列的方法是什么?
Try using 尝试使用
df.loc[:,'new column'] = value
As piRSquared comments, df
is probably a copy of another DataFrame and when you set values to df
it probably incurs in what is called chain indexing . 作为piRSquared的注释, df
可能是另一个DataFrame的副本,当你将值设置为df
它可能会在所谓的链索引中产生 。 Refer to pandas docs for further information. 有关详细信息,请参阅pandas文档 。
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