的Python：數據參數不能是一個迭代

Question

我試圖複製是這裏提供的代碼： https://github.com/IdoZehori/Credit-Score/blob/master/Credit%20score.ipynb

下面給出的函數無法運行，並給出錯誤。有人可以幫助我解決它

def replaceOutlier(data, method = outlierVote, replace='median'): 
'''replace: median (auto) 
      'minUpper' which is the upper bound of the outlier detection''' 
vote = outlierVote(data) 
x = pd.DataFrame(zip(data, vote), columns=['annual_income', 'outlier']) 
if replace == 'median': 
    replace = x.debt.median() 
elif replace == 'minUpper': 
    replace = min([val for (val, vote) in list(zip(data, vote)) if vote == True]) 
    if replace < data.mean(): 
     return 'There are outliers lower than the sample mean' 
debtNew = [] 
for i in range(x.shape[0]): 
    if x.iloc[i][1] == True: 
     debtNew.append(replace) 
    else: 
     debtNew.append(x.iloc[i][0]) 

return debtNew 

函數調用：

incomeNew = replaceOutlier(df.annual_income, replace='minUpper') 

Error: x = pd.DataFrame(zip(data, vote), columns=['annual_income', 'outlier']) TypeError: data argument can't be an iterator

PS：我知道這已經被問過，但我想使用的技術，不過仍然存在錯誤

Answer 1

zip不能直接使用，您應該給出結果列表即：

x = pd.DataFrame(list(zip(data, vote)), columns=['annual_income', 'outlier'])