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.git
or
$ git clone https://github.com/pydata/pandas-datareader.git
$ python setup.py install
Starting in 0.19.0, pandas no longer supports 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, wb
Many 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.