In [8]:
import pandas as pd #数据分析
import numpy as np #科学计算
import time
data_train = pd.read_csv(r"C:\Users\admin\Desktop\用户反馈\用户评价数据_(2019-07-03_2019-07-03).csv")
data_train["回复创建时间"],data_train["创建评价时间"]=pd.to_datetime(data_train["回复创建时间"]),pd.to_datetime(data_train["创建评价时间"])
In [ ]:
df1=data_train.drop(index=(data_train.loc[(data_train["评价内容"].isnull())].index))
df1["评价内容"]=df1["评价内容"].str.replace(" ","").str.replace("，","").str.replace("~","").str.replace("\n","")
df1["分析"]=" "
from aip import AipNlp
### https://cloud.baidu.com/doc/NLP/s/2jwvylmuc#%E8%AF%84%E8%AE%BA%E8%A7%82%E7%82%B9%E6%8A%BD%E5%8F%96
### 百度人工智能SDK示例
""" 你的 APPID AK SK """
APP_ID = ''
API_KEY = ''
SECRET_KEY = ''
client = AipNlp(APP_ID, API_KEY, SECRET_KEY)
text = '味道还行，速度快点就好'
""" 如果有可选参数 """
options = {}
options["type"] = 4
""" 带参数调用评论观点抽取 """
client.commentTag(text, options)
In [78]:
df1["prop"]=""
df1["adj"]=""
df1["sentiment"]=""
import os
for index,row in df1.iterrows():
try:
info=client.commentTag(row["评价内容"], options)['items']
df1.at[index,"分析"]=str(info)
df1.at[index,"prop"]=str(info[0]["prop"] if info[0] else "")
df1.at[index,"adj"]=str(info[0]["adj"] if info[0] else "")
df1.at[index,"sentiment"]=str(info[0]["sentiment"] if info[0] else "")
!cls
os.system('clear')
print(index/4421,end = "",flush=True)
except Exception as err:
print(err)
except IndexError:
pass
time.sleep(0.2)
pass
# 全部弄好要保存
df1.to_csv(r"C:\Users\admin\Desktop\用户反馈\用户评价分析.csv",index=False,encoding="utf-8")
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---------------------------------------------------------------------------
PermissionError Traceback (most recent call last)
<ipython-input-78-0f7f94a95cee> in <module>
21
22 # 全部弄好要保存
---> 23 df1.to_csv(r"C:\Users\admin\Desktop\用户反馈\用户评价分析.csv",index=False,encoding="utf-8")
C:\Program Files (x86)\Microsoft Visual Studio\Shared\Python37_64\lib\site-packages\pandas\core\generic.py in to_csv(self, path_or_buf, sep, na_rep, float_format, columns, header, index, index_label, mode, encoding, compression, quoting, quotechar, line_terminator, chunksize, tupleize_cols, date_format, doublequote, escapechar, decimal)
3018 doublequote=doublequote,
3019 escapechar=escapechar, decimal=decimal)
-> 3020 formatter.save()
3021
3022 if path_or_buf is None:
C:\Program Files (x86)\Microsoft Visual Studio\Shared\Python37_64\lib\site-packages\pandas\io\formats\csvs.py in save(self)
155 f, handles = _get_handle(self.path_or_buf, self.mode,
156 encoding=self.encoding,
--> 157 compression=self.compression)
158 close = True
159
C:\Program Files (x86)\Microsoft Visual Studio\Shared\Python37_64\lib\site-packages\pandas\io\common.py in _get_handle(path_or_buf, mode, encoding, compression, memory_map, is_text)
422 elif encoding:
423 # Python 3 and encoding
--> 424 f = open(path_or_buf, mode, encoding=encoding, newline="")
425 elif is_text:
426 # Python 3 and no explicit encoding
PermissionError: [Errno 13] Permission denied: 'C:\\Users\\admin\\Desktop\\用户反馈\\用户评价分析.csv'
In [81]:
df1.to_csv(r"C:\Users\admin\Desktop\用户反馈\用户评价分析.csv",index=False,encoding="utf-8")
In [80]:
print(index)
25439
In [74]:
%clear
In [ ]:
Content source: xiaoxiaoyao/MyApp
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