python使用问题 "The pandas.io.data module is moved to a separate package "

import pandas as pd
import datetime
import pandas.io.data as web
import matplotlib.pyplot as plt
from matplotlib import style

style.use('ggplot') 8 
start = datetime.datetime(2010,1,1)
end = datetime.datetime(2015,1,1)

df = web.DataReader("XOM","yahoo",start,end)

print(df.head())

df['Adj Close'].plot()

plt.show()

问题：

"C:\Program Files\Anaconda3\python.exe" C:/Users/Administrator/PycharmProjects/untitled1/new.py
Traceback (most recent call last):
File "C:/Users/Administrator/PycharmProjects/untitled1/new.py", line 3, in <module>
import pandas.io.data as web
File "C:\Program Files\Anaconda3\lib\site-packages\pandas\io\data.py", line 2, in <module>
"The pandas.io.data module is moved to a separate package "
ImportError: The pandas.io.data module is moved to a separate package (pandas-datareader). After installing the pandas-datareader package (https://github.com/pandas-dev/pandas-datareader), you can change the import ``from pandas.io import data, wb`` to ``from pandas_datareader import data, wb``.

Process finished with exit code 1

解决：

1、安装pandas-datareader

pip install pandas-datareader
2、修改代码
将

import pandas.io.data as web

改为
import pandas_datareader.data as web

import pandas as pd
import datetime
import pandas_datareader.data as web
import matplotlib.pyplot as plt
from matplotlib import style

style.use('ggplot')

start = datetime.datetime(2010,1,1)
end = datetime.datetime(2015,1,1)

df = web.DataReader("XOM","yahoo",start,end)

print(df.head())

df['Adj Close'].plot()

plt.show()