Skip to main content
Help us improve PyPI by participating in user testing. All experience levels needed!

Data readers extracted from the pandas codebase,should be compatible with recent pandas versions

Project description

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


As of v0.6.0 Yahoo!, Google Options, Google Quotes and EDGAR have been immediately deprecated due to large changes in their API and no stable replacement.


As of v0.6.0 Google finance is still functioning for historical price data, although there are frequent reports of failures. Failure is frequently encountered when bulk downloading historical price data.


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
  • requests-file
  • requests-ftp
  • 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

Project details

Release history Release notifications

This version
History Node


History Node


History Node


History Node


History Node


History Node


History Node


History Node


History Node


History Node


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Filename, size & hash SHA256 hash help File type Python version Upload date
pandas_datareader-0.6.0-py2.py3-none-any.whl (103.8 kB) Copy SHA256 hash SHA256 Wheel py2.py3 Jan 28, 2018
pandas_datareader-0.6.0-py3.6.egg (245.8 kB) Copy SHA256 hash SHA256 Egg 3.6 Jan 28, 2018
pandas-datareader-0.6.0.tar.gz (175.0 kB) Copy SHA256 hash SHA256 Source None Jan 28, 2018

Supported by

Elastic Elastic Search Pingdom Pingdom Monitoring Google Google BigQuery Sentry Sentry Error logging CloudAMQP CloudAMQP RabbitMQ AWS AWS Cloud computing Fastly Fastly CDN DigiCert DigiCert EV certificate StatusPage StatusPage Status page