duplicated函数导入外部表格报错

用duplicated去重的时候外部导入表格后,指定列会报错如:

指定外部Excel中name列查重

程序如下:

import pandas as pd
df = pd.read_excel(r'C:\Users\35059\Desktop\爬虫\333.xlsx')
print(df)
#验证重复数据
print(df.duplicated(subset=['name']))

报错:


Traceback (most recent call last):

  File "C:\Users\35059\Desktop\爬虫\数据案例处理.py", line 13, in <module>
    print(df.duplicated(subset=['name']))

  File "D:\ANACONDA\lib\site-packages\pandas\core\frame.py", line 4885, in duplicated
    raise KeyError(diff)

KeyError: Index(['name'], dtype='object')


但是在程序里自己敲个表格就不会报错:


from pandas import DataFrame
from pandas import Series
df = DataFrame({'age':Series(([1,5,6,5,5])),'name':Series(['ben','john','jerry','john','john'])})



print(df.duplicated('name'))

结果:

0    False
1    False
2    False
3     True
4     True
dtype: bool```
deafDJ
deafDJ 妥了,是因为Excel里面有个标题,删掉标题就好了
2 个月之前 回复

1个回答

deafDJ
deafDJ 妥了,是因为Excel里面有个标题,删掉标题就好了
2 个月之前 回复
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