Python将groupby、行值转换为列标题
我有一个要转置的数据帧: 我想做的是将StoreName和CATegory作为列标题,并为每个类别设置权重和价格 期望输出: 我试过打圈,但没办法 我认为它可以由df.GroupBy完成,但返回的对象不是数据帧 我从API的JSON输出中获得所有这些: 我尝试了很多方法。Python将groupby、行值转换为列标题,python,pandas,dictionary,transpose,Python,Pandas,Dictionary,Transpose,我有一个要转置的数据帧: 我想做的是将StoreName和CATegory作为列标题,并为每个类别设置权重和价格 期望输出: 我试过打圈,但没办法 我认为它可以由df.GroupBy完成,但返回的对象不是数据帧 我从API的JSON输出中获得所有这些: 我尝试了很多方法。 如果有人能给我指出正确的方向,那将非常有帮助。这是正确的方向吗 import pandas as pd sid= '13HKQ0Ue1_YCP-pKUxFuqdiqgmW_AZeR7P3VsUwrCnZo' # spr
如果有人能给我指出正确的方向,那将非常有帮助。这是正确的方向吗
import pandas as pd
sid= '13HKQ0Ue1_YCP-pKUxFuqdiqgmW_AZeR7P3VsUwrCnZo' # spreadsheet id
gid = 0 # sheet unique id (0 equals sheet0)
url = 'https://docs.google.com/spreadsheets/d/{}/export?gid={}&format=csv'.format(sid,gid)
df = pd.read_csv(url)
for idx, dfx in df.groupby(df.CAT):
if idx != 'Flower':
continue
df_test = dfx.drop(['CAT','NAME'], axis=1)
df_test = df_test.rename(columns={'StoreNAME':idx}).set_index(idx).T
df_test
返回:
Flower Pueblo West Organics - Adult Use Pueblo West Organics - Adult Use \
UNIT NaN NaN
HALFOUNCE 15.0 50.0
EIGHTH NaN 25.0
TWOGRAMS NaN NaN
QUARTER NaN 40.0
OUNCE 30.0 69.0
GRAM NaN 9.0
Flower Pueblo West Organics - Adult Use Three Rivers Dispensary - REC \
UNIT NaN NaN
HALFOUNCE 50.0 75.0
EIGHTH 25.0 20.0
TWOGRAMS NaN NaN
QUARTER 40.0 45.0
OUNCE 69.0 125.0
GRAM 9.0 8.0
Flower Three Rivers Dispensary - REC
UNIT NaN
HALFOUNCE 75.0
EIGHTH 20.0
TWOGRAMS NaN
QUARTER 40.0
OUNCE 125.0
GRAM 8.0
请将数据作为文本,而不是图片。很抱歉,它没有让我发布有问题的链接。这应该给你一个提示,你不应该这样做。太棒了!谢谢,非常聪明,有没有重复权重而不是一个新的重复列?这只是一个打印的东西。
import pandas as pd
sid= '13HKQ0Ue1_YCP-pKUxFuqdiqgmW_AZeR7P3VsUwrCnZo' # spreadsheet id
gid = 0 # sheet unique id (0 equals sheet0)
url = 'https://docs.google.com/spreadsheets/d/{}/export?gid={}&format=csv'.format(sid,gid)
df = pd.read_csv(url)
for idx, dfx in df.groupby(df.CAT):
if idx != 'Flower':
continue
df_test = dfx.drop(['CAT','NAME'], axis=1)
df_test = df_test.rename(columns={'StoreNAME':idx}).set_index(idx).T
df_test
Flower Pueblo West Organics - Adult Use Pueblo West Organics - Adult Use \
UNIT NaN NaN
HALFOUNCE 15.0 50.0
EIGHTH NaN 25.0
TWOGRAMS NaN NaN
QUARTER NaN 40.0
OUNCE 30.0 69.0
GRAM NaN 9.0
Flower Pueblo West Organics - Adult Use Three Rivers Dispensary - REC \
UNIT NaN NaN
HALFOUNCE 50.0 75.0
EIGHTH 25.0 20.0
TWOGRAMS NaN NaN
QUARTER 40.0 45.0
OUNCE 69.0 125.0
GRAM 9.0 8.0
Flower Three Rivers Dispensary - REC
UNIT NaN
HALFOUNCE 75.0
EIGHTH 20.0
TWOGRAMS NaN
QUARTER 40.0
OUNCE 125.0
GRAM 8.0