Up to date remote data access for pandas, works for multiple versions of pandas.
$ pip install pandas-datareader$ pip install git+https://github.com/pydata/pandas-datareader.gitor
$ git clone https://github.com/pydata/pandas-datareader.git
$ python setup.py installStarting in 0.19.0, pandas will no longer support pandas.io.data or pandas.io.wb, so
you must replace your imports from pandas.io with those from pandas_datareader:
from pandas.io import data, wb # becomes
from pandas_datareader import data, wbMany functions from the data module have been included in the top level API.
import pandas_datareader as pdr
pdr.get_data_yahoo('AAPL')See the pandas-datareader documentation for more details.