我有一个excel文件如下(示例数据(:
Business Name Business Address Suburb Zip Questions Label Answers
ABC address1 Truga 3000 Employee numbers 5
ABC address1 Truga 3000 Manager name Alan
ABC address1 Truga 3000 Store Type Retail
ABC address1 Truga 3000 Store Location CBD
ABC address1 Truga 3000 Compliant Yes
我想要";问题标签";将数据转换为相同企业名称(ABC(的列,然后,答案应该是这样的;
Business Address Suburb Zip Employee numbers Manager name Store Type Store Location Compliant
ABC address1 Truga 3000 5 Alan Retail CBD Yes
我试过";转置";在excel中。然而,我没有得到想要的输出。
任何帮助都将不胜感激!!!
提前感谢
import pandas as pd
x = pd.read_csv('test.csv') #reading it as csv for now
columns = x['Questions Label'].tolist() #convert questions label column to list
list1 = x['Answers'].tolist() #convert answer column to list
dictionary = {}
#map them in a dictionary
for i in range(0,len(list1)):
dictionary[columns[i]] = [list1[i]]
# make a dataframe out of these two
df = pd.DataFrame.from_dict(dictionary)
print(df)
现在,您只需要用这个数据帧映射没有问题标签和答案列的旧数据帧。
编辑1:
df = pd.pivot_table(x, values="Answers",columns=["Questions Label"],aggfunc = 'first').reset_index()
这是获得你想要的东西的另一种方式。