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Extract data from a wide range of Internet sources into a pandas DataFrame.
Branch: master
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bashtage Merge pull request #638 from addisonlynch/iexcloud
COMPAT: Migrate IEX Daily Reader to IEX Cloud
Latest commit b1b54d6 Jun 17, 2019



Up to date remote data access for pandas, works for multiple versions of pandas. Code Health


As of v0.7.0 Google finance and Morningstar have been been immediately deprecated due to large changes in their API and no stable replacement.


Starting in 0.19.0, pandas no longer supports or, so you must replace your imports from with those from pandas_datareader:

from 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


Stable documentation is available on A second copy of the stable documentation is hosted on read the docs for more details.

Development documentation is available for the latest changes in master.



Using pandas datareader requires the following packages:

  • pandas>=0.19.2
  • lxml
  • requests>=2.3.0
  • wrapt

Building the documentation additionally requires:

  • matplotlib
  • ipython
  • sphinx
  • sphinx_rtd_theme

Testing requires pytest.

Install latest release version via pip

$ pip install pandas-datareader

Install latest development version

$ pip install git+


$ git clone
$ python install
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