系列对象没有属性clip_upper

编程问答 2022-12-06

问题描述

尽管我已经更新了我的pandas软件包，但仍然收到相同的错误。有人可以帮我吗？

AttributeError                            Traceback (most recent call last)
<ipython-input-11-15edd19aa9dd> in <module>
----> 1 telco=telco_numvar.apply(lambda x:outlier_capping(x))

E:\anacondapath\lib\site-packages\pandas\core\frame.py in apply(self,func,axis,raw,result_type,args,**kwds)
   7539             kwds=kwds,7540         )
-> 7541         return op.get_result()
   7542 
   7543     def applymap(self,func) -> "DataFrame":

E:\anacondapath\lib\site-packages\pandas\core\apply.py in get_result(self)
    178             return self.apply_raw()
    179 
--> 180         return self.apply_standard()
    181 
    182     def apply_empty_result(self):

E:\anacondapath\lib\site-packages\pandas\core\apply.py in apply_standard(self)
    253 
    254     def apply_standard(self):
--> 255         results,res_index = self.apply_series_generator()
    256 
    257         # wrap results

E:\anacondapath\lib\site-packages\pandas\core\apply.py in apply_series_generator(self)
    282                 for i,v in enumerate(series_gen):
    283                     # ignore SettingWithcopy here in case the user mutates
--> 284                     results[i] = self.f(v)
    285                     if isinstance(results[i],ABCSeries):
    286                         # If we have a view on v,we need to make a copy because

<ipython-input-11-15edd19aa9dd> in <lambda>(x)
----> 1 telco=telco_numvar.apply(lambda x:outlier_capping(x))

<ipython-input-9-df1facca9fe7> in outlier_capping(x)
      1 # outlier treatment
      2 def outlier_capping(x):
----> 3     x=x.clip_upper(x.quantile(0.99))
      4     x=x.clip_lower(x.quantile(0.01))
      5     return x

E:\anacondapath\lib\site-packages\pandas\core\generic.py in __getattr__(self,name)
   5128             if self._info_axis._can_hold_identifiers_and_holds_name(name):
   5129                 return self[name]
-> 5130             return object.__getattribute__(self,name)
   5131 
   5132     def __setattr__(self,name: str,value) -> None:

AttributeError: 'Series' object has no attribute 'clip_upper'

解决方法

使用clip(upper=limit) 看看这个link

attributesobjectobjectseries