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DOC: update release notes (#16259)
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doc/source/release.rst

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@@ -37,6 +37,248 @@ analysis / manipulation tool available in any language.
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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 0.20.0 / 0.20.1
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----------------------
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**Release date:** May 5, 2017
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This is a major release from 0.19.2 and includes a number of API changes, deprecations, new features,
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enhancements, and performance improvements along with a large number of bug fixes. We recommend that all
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users upgrade to this version.
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Highlights include:
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- New ``.agg()`` API for Series/DataFrame similar to the groupby-rolling-resample API's, see :ref:`here <whatsnew_0200.enhancements.agg>`
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- Integration with the ``feather-format``, including a new top-level ``pd.read_feather()`` and ``DataFrame.to_feather()`` method, see :ref:`here <io.feather>`.
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- The ``.ix`` indexer has been deprecated, see :ref:`here <whatsnew_0200.api_breaking.deprecate_ix>`
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- ``Panel`` has been deprecated, see :ref:`here <whatsnew_0200.api_breaking.deprecate_panel>`
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- Addition of an ``IntervalIndex`` and ``Interval`` scalar type, see :ref:`here <whatsnew_0200.enhancements.intervalindex>`
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- Improved user API when grouping by index levels in ``.groupby()``, see :ref:`here <whatsnew_0200.enhancements.groupby_access>`
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- Improved support for ``UInt64`` dtypes, see :ref:`here <whatsnew_0200.enhancements.uint64_support>`
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- A new orient for JSON serialization, ``orient='table'``, that uses the Table Schema spec and that gives the possibility for a more interactive repr in the Jupyter Notebook, see :ref:`here <whatsnew_0200.enhancements.table_schema>`
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- Experimental support for exporting styled DataFrames (``DataFrame.style``) to Excel, see :ref:`here <whatsnew_0200.enhancements.style_excel>`
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- Window binary corr/cov operations now return a MultiIndexed ``DataFrame`` rather than a ``Panel``, as ``Panel`` is now deprecated, see :ref:`here <whatsnew_0200.api_breaking.rolling_pairwise>`
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- Support for S3 handling now uses ``s3fs``, see :ref:`here <whatsnew_0200.api_breaking.s3>`
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- Google BigQuery support now uses the ``pandas-gbq`` library, see :ref:`here <whatsnew_0200.api_breaking.gbq>`
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See the :ref:`v0.20.1 Whatsnew <whatsnew_0200>` overview for an extensive list
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of all enhancements and bugs that have been fixed in 0.20.1.
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.. note::
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This is a combined release for 0.20.0 and and 0.20.1.
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Version 0.20.1 contains one additional change for backwards-compatibility with downstream projects using pandas' ``utils`` routines. (:issue:`16250`)
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Thanks
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~~~~~~
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- abaldenko
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- Adam J. Stewart
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- Adrian
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- adrian-stepien
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- Ajay Saxena
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- Akash Tandon
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- Albert Villanova del Moral
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- Aleksey Bilogur
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- alexandercbooth
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- Alexis Mignon
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- Amol Kahat
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- Andreas Winkler
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- Andrew Kittredge
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- Anthonios Partheniou
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- Arco Bast
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- Ashish Singal
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- atbd
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- bastewart
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- Baurzhan Muftakhidinov
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- Ben Kandel
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- Ben Thayer
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- Ben Welsh
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- Bill Chambers
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- bmagnusson
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- Brandon M. Burroughs
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- Brian
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- Brian McFee
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- carlosdanielcsantos
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- Carlos Souza
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- chaimdemulder
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- Chris
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- chris-b1
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- Chris Ham
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- Christopher C. Aycock
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- Christoph Gohlke
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- Christoph Paulik
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- Chris Warth
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- Clemens Brunner
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- DaanVanHauwermeiren
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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 Hoffman
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- David Krych
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- dickreuter
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- Diego Fernandez
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- Dimitris Spathis
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- discort
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- Dmitry L
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- Dody Suria Wijaya
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- Dominik Stanczak
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- Dr-Irv
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- Dr. Irv
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- dr-leo
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- D.S. McNeil
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- dubourg
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- dwkenefick
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- Elliott Sales de Andrade
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- Ennemoser Christoph
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- Francesc Alted
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- Fumito Hamamura
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- funnycrab
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- gfyoung
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- Giacomo Ferroni
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- goldenbull
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- Graham R. Jeffries
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- Greg Williams
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- Guilherme Beltramini
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- Guilherme Samora
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- Hao Wu
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- Harshit Patni
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- Ilya V. Schurov
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- Iván Vallés Pérez
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- Jackie Leng
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- Jaehoon Hwang
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- James Draper
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- James Goppert
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- James McBride
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- James Santucci
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- Jan Schulz
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- Jeff Carey
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- Jeff Reback
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- JennaVergeynst
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- Jim
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- Jim Crist
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- Joe Jevnik
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- Joel Nothman
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- John
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- John Tucker
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- John W. O'Brien
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- John Zwinck
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- jojomdt
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- Jonathan de Bruin
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- Jonathan Whitmore
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- Jon Mease
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- Jon M. Mease
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- Joost Kranendonk
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- Joris Van den Bossche
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- Joshua Bradt
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- Julian Santander
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- Julien Marrec
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- Jun Kim
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- Justin Solinsky
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- Kacawi
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- Kamal Kamalaldin
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- Kerby Shedden
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- Kernc
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- Keshav Ramaswamy
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- Kevin Sheppard
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- Kyle Kelley
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- Larry Ren
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- Leon Yin
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- linebp
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- Line Pedersen
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- Lorenzo Cestaro
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- Luca Scarabello
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- Lukasz
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- Mahmoud Lababidi
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- manu
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- manuels
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- Mark Mandel
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- Matthew Brett
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- Matthew Roeschke
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- mattip
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- Matti Picus
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- Matt Roeschke
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- maxalbert
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- Maximilian Roos
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- mcocdawc
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- Michael Charlton
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- Michael Felt
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- Michael Lamparski
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- Michiel Stock
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- Mikolaj Chwalisz
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- Min RK
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- Miroslav Šedivý
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- Mykola Golubyev
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- Nate Yoder
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- Nathalie Rud
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- Nicholas Ver Halen
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- Nick Chmura
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- Nolan Nichols
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- nuffe
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- Pankaj Pandey
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- paul-mannino
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- Pawel Kordek
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- pbreach
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- Pete Huang
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- Peter
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- Peter Csizsek
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- Petio Petrov
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- Phil Ruffwind
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- Pietro Battiston
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- Piotr Chromiec
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- Prasanjit Prakash
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- Robert Bradshaw
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- Rob Forgione
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- Robin
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- Rodolfo Fernandez
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- Roger Thomas
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- Rouz Azari
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- Sahil Dua
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- sakkemo
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- Sam Foo
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- Sami Salonen
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- Sarah Bird
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- Sarma Tangirala
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- scls19fr
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- Scott Sanderson
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- Sebastian Bank
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- Sebastian Gsänger
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- Sébastien de Menten
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- Shawn Heide
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- Shyam Saladi
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- sinhrks
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- Sinhrks
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- Stephen Rauch
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- stijnvanhoey
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- Tara Adiseshan
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- themrmax
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- the-nose-knows
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- Thiago Serafim
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- Thoralf Gutierrez
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- Thrasibule
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- Tobias Gustafsson
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- Tom Augspurger
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- tomrod
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- Tong Shen
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- Tong SHEN
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- TrigonaMinima
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- tzinckgraf
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- Uwe
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- wandersoncferreira
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- watercrossing
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- wcwagner
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- Wes Turner
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- Wiktor Tomczak
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- WillAyd
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- xgdgsc
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- Yaroslav Halchenko
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- Yimeng Zhang
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- yui-knk
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pandas 0.19.2
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-------------

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