大熊猫DataReader的提高AttributeError的：模块“pandas.io”有没有属性“数据”

Question

这是我想

import matplotlib.pyplot as plt  
import pandas as pd 
ticker = 'GLD' 
begdate = '2014-11-11' 
enddate = '2016-11-11' 
data1 = pd.io.data.DataReader(ticker,'yahoo',dt.datetime(2014,11,11),dt.datetime(2016,11,11)) 
gld_df = pd.DataFrame(data1) 
date_df = pd.to_datetime(list(gld_df.index)) 
adj_close_df = list(gld_df["Adj Close"]) 
plt.plot(date_df,adj_close_df) 
plt.title("SPDR Gold Shares ") 

它给我下面的错误代码。几天前，当我尝试了相同的代码时没有错误。

runfile('D:/Quant/MSQF/4 - Algorithms 1/3-Sorting/Mini Project 2_v2.py', wdir='D:/Quant/MSQF/4 - Algorithms 1/3-Sorting') 
Traceback (most recent call last): 

    File "<ipython-input-10-db75eb5622f8>", line 1, in <module> 
    runfile('D:/Quant/MSQF/4 - Algorithms 1/3-Sorting/Mini Project 2_v2.py', wdir='D:/Quant/MSQF/4 - Algorithms 1/3-Sorting') 

    File "D:\Anaconda\lib\site-packages\spyderlib\widgets\externalshell\sitecustomize.py", line 714, in runfile 
    execfile(filename, namespace) 

    File "D:\Anaconda\lib\site-packages\spyderlib\widgets\externalshell\sitecustomize.py", line 89, in execfile 
    exec(compile(f.read(), filename, 'exec'), namespace) 

    File "D:/Quant/MSQF/4 - Algorithms 1/3-Sorting/Mini Project 2_v2.py", line 18, in <module> 
    data1 = pd.io.data.DataReader(ticker,'yahoo',dt.datetime(2014,11,11),dt.datetime(2016,11,11)) 

AttributeError: module 'pandas.io' has no attribute 'data' 

我使用的是Anaconda，Python 3.x。这是熊猫问题还是我的系统出现问题？

Answer 1

大熊猫已删除的功能，并且它现在提供了一个不同的包（link）：

DataReader The sub-package pandas.io.data is removed in favor of a separately installable pandas-datareader package. This will allow the data modules to be independently updated to your pandas installation. The API for pandas-datareader v0.1.1 is the same as in pandas v0.16.1. (GH8961)

You should replace the imports of the following:

from pandas.io import data, wb With: 

from pandas_datareader import data, wb 

与pip install pandas-datareader 安装pandas_datareader和更换用下面的代码：

from pandas_datareader import data 
import datetime as dt 
ticker = 'GLD' 
begdate = '2014-11-11' 
enddate = '2016-11-11' 
data1 = data.DataReader(ticker,'yahoo',dt.datetime(2014,11,11),dt.datetime(2016,11,11)) 

Answer 2

我的猜测是你更新的大熊猫不再支持io.data

看到这里的修复 http://pandas.pydata.org/pandas-docs/stable/remote_data.html

Answer 3

如果直接导入一个新的版本，你会得到一个更详细的导入错误：

from pandas.io.data import DataReader 

ImportError: The pandas.io.data module is moved to a separate package (pandas-datareader). After installing the pandas-datareader package (https://github.com/pydata/pandas-datareader), you can change the import from pandas.io import data, wb to from pandas_datareader import data, wb .

Answer 4

你需要做的

import pandas.io.data as web 

，那么你可以很容易地执行

web.DataReader(stuff) 

另外，不要忘了import datetime as dt否则你会赶上其他异常。另外，我刚刚是1秒:(后期

Answer 5

我有同样的问题，这里是解决方案：

pip install pandas_datareader 

变化import pandas.io.data到from pandas_datareader import data, wb

使用data.DataReader()从Internet

更新获取数据*

好运~~

Answer 6

好吧，你只需要两件事情 首先卸载的lib -

pip uninstall pandas-datareader 

然后需要使用PIP3安装它（请注意这是PIP 3）

pip3 install pandas-datareader 

然后用 -

from pandas_datareader import data, wb 
#.............. 

#................ 
data.DataReader()