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[SciPy-User] ANN: v0.18.1 pandas Released

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[SciPy-User] ANN: v0.18.1 pandas Released

Jeff Reback-2
This is a minor bug-fix release from 0.18.0 and includes a large number of bug fixes along several new features, enhancements, and performance improvements. We recommend that all users upgrade to this version.

This was a release of 6 weeks with 210 commits by 60 authors  encompassing 142 issues and 164 pull-requests.


What is it:

pandas is a Python package providing fast, flexible, and expressive  data structures designed to make working with “relational” or “labeled” data both easy and intuitive. It aims to be the fundamental high-level building block for doing practical, real world data analysis in Python. Additionally, it has the broader goal of becoming the most powerful and flexible open source data analysis / manipulation tool available in any language.


Highlights:

  • .groupby(...) has been enhanced to provide convenient syntax when working with .rolling(..), .expanding(..) and .resample(..) per group, see here
  • pd.to_datetime() has gained the ability to assemble dates from a DataFrame, see here
  • Method chaining improvements, see here
  • Custom business hour offset, see here
  • Many bug fixes in the handling of sparse, see here
  • Expanded the Tutorials section with a feature on modern pandas, courtesy of @TomAugsburger.
See the Whatsnew for much more information, and the full Documentation link.


How to get it:

Source tarballs, windows wheels, and macosx wheels are available on PyPI. Windows wheels are courtesy of Christoph Gohlke, and are built on Numpy 1.10. Macosx wheels are courtesy of Matthew Brett.

Installation via conda is: conda install pandas

currently its available via the conda-forge channel: conda install pandas -c conda-forge
It will be available on the main channel shortly.

Please report any issues on our issue tracker:

Jeff Reback


Thanks to all of the contributors
  • Andrew Fiore-Gartland
  • Bastiaan
  • Benoît Vinot
  • Brandon Rhodes
  • DaCoEx
  • Drew Fustin
  • Ernesto Freitas
  • Filip Ter
  • Gregory Livschitz
  • Gábor Lipták
  • Hassan Kibirige
  • Iblis Lin
  • Israel Saeta Pérez
  • Jason Wolosonovich
  • Jeff Reback
  • Joe Jevnik
  • Joris Van den Bossche
  • Joshua Storck
  • Ka Wo Chen
  • Kerby Shedden
  • Kieran O'Mahony
  • Leif Walsh
  • Mahmoud Lababidi
  • Maoyuan Liu
  • Mark Roth
  • Matt Wittmann
  • MaxU
  • Maximilian Roos
  • Michael Droettboom
  • Nick Eubank
  • Nicolas Bonnotte
  • OXPHOS
  • Pauli Virtanen
  • Peter Waller
  • Pietro Battiston
  • Prabhjot Singh
  • Robin Wilson
  • Roger Thomas
  • Sebastian Bank
  • Stephen Hoover
  • Tim Hopper
  • Tom Augspurger
  • WANG Aiyong
  • Wes Turner
  • Winand
  • Xbar
  • Yan Facai
  • adneu
  • ajenkins-cargometrics
  • behzad nouri
  • chinskiy
  • gfyoung
  • jeps-journal
  • jonaslb
  • kotrfa
  • nileracecrew
  • onesandzeroes
  • rs2
  • sinhrks
  • tsdlovell

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