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Whatsnew cleanup (#17858)
* start * borrow from numpy (cherry picked from commit 496a6763347346cb84e94ad3725123aea95b03dd) * More * pep8 * Fix README extension for MANIFEST
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‎MANIFEST.in

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include MANIFEST.in
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include LICENSE
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include RELEASE.md
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include README.rst
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include README.md
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include setup.py
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include pyproject.toml
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‎doc/source/api.rst

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Categorical
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~~~~~~~~~~~
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.. autoclass:: api.types.CategoricalDtype
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:members: categories, ordered
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The dtype of a ``Categorical`` can be described by a :class:`pandas.api.types.CategoricalDtype`.
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.. autosummary::
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:toctree: generated/
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api.types.CategoricalDtype
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If the Series is of dtype ``CategoricalDtype``, ``Series.cat`` can be used to change the categorical
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data. This accessor is similar to the ``Series.dt`` or ``Series.str`` and has the

‎doc/source/release.rst

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* Binary installers on PyPI: http://pypi.python.org/pypi/pandas
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* Documentation: http://pandas.pydata.org
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pandas 0.20.2
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-------------
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pandas 0.21.0RC1
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----------------
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**Release date:** June 4, 2017
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**Release date:** October 13, 2017
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This is a minor bug-fix release in the 0.20.x series and includes some small regression fixes,
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bug fixes and performance improvements.
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We recommend that all users upgrade to this version.
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This is a major release from 0.20.3 and includes a number of API changes,
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deprecations, new features, enhancements, and performance improvements along
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with a large number of bug fixes. We recommend that all users upgrade to this
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version.
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Highlights include:
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- Integration with `Apache Parquet <https://parquet.apache.org/>`__, including a new top-level :func:`read_parquet` and :func:`DataFrame.to_parquet` method, see :ref:`here <io.parquet>`.
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- New user-facing :class:`pandas.api.types.CategoricalDtype` for specifying
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categoricals independent of the data, see :ref:`here <whatsnew_0210.enhancements.categorical_dtype>`.
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- The behavior of ``sum`` and ``prod`` on all-NaN Series/DataFrames is now consistent and no longer depends on whether `bottleneck <http://berkeleyanalytics.com/bottleneck>`__ is installed, see :ref:`here <whatsnew_0210.api_breaking.bottleneck>`
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- Compatibility fixes for pypy, see :ref:`here <whatsnew_0210.pypy>`.
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See the :ref:`v0.20.2 Whatsnew <whatsnew_0202>` overview for an extensive list
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of all enhancements and bugs that have been fixed in 0.20.2.
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See the :ref:`v0.21.0 Whatsnew <whatsnew_0210>` overview for an extensive list
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of all enhancements and bugs that have been fixed in 0.21.0
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Thanks
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~~~~~~
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- Aaron Barber
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- Andrew 亮
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- Becky Sweger
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- Christian Prinoth
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- Christian Stade-Schuldt
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- DSM
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- Erik Fredriksen
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- Hugues Valois
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- Jeff Reback
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- Jeff Tratner
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- JimStearns206
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- John W. O'Brien
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- Joris Van den Bossche
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- JosephWagner
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- Keith Webber
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- Mehmet Ali "Mali" Akmanalp
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- Pankaj Pandey
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- Patrick Luo
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- Patrick O'Melveny
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- Pietro Battiston
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- RobinFiveWords
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- Ryan Hendrickson
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- SimonBaron
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- Tom Augspurger
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- WBare
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- bpraggastis
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- chernrick
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- chris-b1
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- economy
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- gfyoung
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- jaredsnyder
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- keitakurita
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- linebp
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- lloydkirk
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A total of 196 people contributed to this release. People with a "+" by their
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names contributed a patch for the first time.
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* 3553x +
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* Aaron Barber
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* Adam Gleave +
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* Adam Smith +
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* Adrian Liaw +
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* Alan Velasco +
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* Alan Yee +
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* Alex B +
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* Alex Lubbock +
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* Alex Marchenko +
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* Alex Rychyk +
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* Amol K +
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* Andreas Winkler
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* Andrew +
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* Andrew 亮
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* André Jonasson +
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* Becky Sweger
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* Berkay +
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* Bob Haffner +
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* Bran Yang
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* Brock Mendel +
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* Carol Willing +
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* Carter Green +
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* Chankey Pathak +
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* Chris
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* Chris Billington
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* Chris Filo Gorgolewski +
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* Chris Kerr
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* Chris M +
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* Chris Mazzullo +
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* Christian Prinoth
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* Christian Stade-Schuldt
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* Christoph Moehl +
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* DSM
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* Daniel Chen +
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* Daniel Grady
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* Daniel Himmelstein
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* Dave Willmer
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* David Cook
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* David Gwynne
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* David Read +
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* Dillon Niederhut +
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* Douglas Rudd
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* Eric Stein +
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* Eric Wieser +
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* Erik Fredriksen
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* Florian Wilhelm +
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* Floris Kint +
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* Forbidden Donut
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* Gabe F +
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* Giftlin +
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* Giftlin Rajaiah +
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* Giulio Pepe +
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* Guilherme Beltramini
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* Guillem Borrell +
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* Hanmin Qin +
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* Hendrik Makait +
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* Hugues Valois
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* Hussain Tamboli +
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* Iva Miholic +
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* Jan Novotný +
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* Jean Helie +
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* Jean-Baptiste Schiratti +
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* Jean-Mathieu Deschenes
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* Jeff Knupp +
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* Jeff Reback
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* Jeff Tratner
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* JennaVergeynst
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* JimStearns206
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* Joel Nothman
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* John W. O'Brien
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* Jon Crall +
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* Joris Van den Bossche
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* JosephWagner
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* Juarez Bochi
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* Julian Kuhlmann +
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* Karel De Brabandere
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* Kassandra Keeton +
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* Keiron Pizzey +
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* Keith Webber
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* Kernc
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* Kevin Sheppard
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* Kirk Hansen +
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* Licht Takeuchi +
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* Lucas Kushner +
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* Mahdi Ben Jelloul +
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* Makarov Andrey +
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* Malgorzata Turzanska +
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* Marc Garcia +
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* Margaret Sy +
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* MarsGuy +
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* Matt Bark +
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* Matthew Roeschke
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* Matti Picus
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* Mehmet Ali "Mali" Akmanalp
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* Michael Gasvoda +
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* Michael Penkov +
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* Milo +
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* Morgan Stuart +
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* Morgan243 +
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* Nathan Ford +
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* Nick Eubank
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* Nick Garvey +
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* Oleg Shteynbuk +
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* P-Tillmann +
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* Pankaj Pandey
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* Patrick Luo
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* Patrick O'Melveny
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* Paula +
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* Peter Quackenbush
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* Peter Yanovich +
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* Phillip Cloud
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* Pierre Haessig
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* Pietro Battiston
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* Pradyumna Reddy Chinthala
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* Prasanjit Prakash
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* RobinFiveWords
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* Ryan Hendrickson
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* Sam Foo
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* Sangwoong Yoon +
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* Simon Gibbons +
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* SimonBaron
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* Steven Cutting +
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* Sudeep +
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* Sylvia +
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* T N +
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* Telt
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* Thomas A Caswell
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* Tim Swast +
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* Tom Augspurger
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* Tong SHEN
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* Tuan +
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* Utkarsh Upadhyay +
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* Vincent La +
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* Vivek +
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* WANG Aiyong
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* WBare
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* Wes McKinney
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* XF +
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* Yi Liu +
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* Yosuke Nakabayashi +
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* abarber4gh +
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* aernlund +
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* agustín méndez +
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* andymaheshw +
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* ante328 +
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* aviolov +
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* bpraggastis
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* cbertinato +
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* cclauss +
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* chernrick
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* chris-b1
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* dkamm +
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* dwkenefick
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* economy
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* faic +
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* fding253 +
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* gfyoung
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* guygoldberg +
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* hhuuggoo +
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* huashuai +
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* ian
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* iulia +
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* jaredsnyder
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* jbrockmendel +
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* jdeschenes
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* jebob +
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* jschendel +
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* keitakurita
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* kernc +
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* kiwirob +
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* kjford
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* linebp
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* lloydkirk
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* louispotok +
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* majiang +
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* manikbhandari +
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* mattip
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* maxwasserman +
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* mjlove12 +
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* nmartensen +
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* pandas-docs-bot +
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* parchd-1 +
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* philipphanemann +
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* rdk1024 +
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* reidy-p +
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* ri938
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* ruiann +
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* rvernica +
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* s-weigand +
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* skwbc +
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* step4me +
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* topper-123 +
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* tsdlovell
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* ysau +
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* zzgao +
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pandas 0.20.0 / 0.20.1
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----------------------

‎doc/source/whatsnew/v0.20.0.txt

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New features
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~~~~~~~~~~~~
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.. ipython:: python
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:suppress:
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import pandas.util.testing as tm
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.. _whatsnew_0200.enhancements.agg:
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``agg`` API for DataFrame/Series

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