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[PRE REVIEW]: tukey_hsd: An Accurate Implementation of the Tukey Honestly Significant Difference Test in Python #4159

Closed whedon closed 2 years ago

whedon commented 2 years ago

Submitting author: !--author-handle-->@mdhaber<!--end-author-handle-- (Matt Haberland) Repository: https://github.com/mdhaber/scipy/ Branch with paper.md (empty if default branch): joss_studentized_range Version: 1.8.0 Editor: !--editor-->@mikldk<!--end-editor-- Reviewers: @mcavs, @acolum Managing EiC: Daniel S. Katz

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whedon commented 2 years ago

Hello human, I'm @whedon, a robot that can help you with some common editorial tasks.

:warning: JOSS reduced service mode :warning:

Due to the challenges of the COVID-19 pandemic, JOSS is currently operating in a "reduced service mode". You can read more about what that means in our blog post.

For a list of things I can do to help you, just type:

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For example, to regenerate the paper pdf after making changes in the paper's md or bib files, type:

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whedon commented 2 years ago

PDF failed to compile for issue #4159 with the following error: 

 Can't find any papers to compile :-(
danielskatz commented 2 years ago

@whedon check references from branch joss_studentized_range

whedon commented 2 years ago 
Attempting to check references... from custom branch joss_studentized_range
whedon commented 2 years ago 
Software report (experimental):

github.com/AlDanial/cloc v 1.88  T=9.75 s (252.7 files/s, 84159.9 lines/s)
--------------------------------------------------------------------------------
Language                      files          blank        comment           code
--------------------------------------------------------------------------------
Python                          934          75202         132358         208451
C                               306          13240          32289          75953
Fortran 77                      411           3796          73351          74491
reStructuredText                386           8542           5525          26126
C/C++ Header                    130           3907           7210          18317
Cython                          120           5853           9433          16871
C++                              30           1680           1993          10670
Meson                            84            394            138           4882
JSON                              4             15              0           3047
TeX                               4            132            161           1209
YAML                             17             96            152           1207
diff                              2             44            572            731
INI                               4            214              0            494
Pascal                            3            113              0            462
Markdown                          8             54              0            181
make                              4             42             30            139
SVG                               1              4              0            133
CSS                               1             28             12            103
MATLAB                            5             42             45             94
Dockerfile                        2             26            101             93
TOML                              1             10             24             77
Bourne Again Shell                2             13             25             48
HTML                              3              9              0             41
Bourne Shell                      1              5              6             18
Unity-Prefab                      1              0              0              2
--------------------------------------------------------------------------------
SUM:                           2464         113461         263425         443840
--------------------------------------------------------------------------------

Statistical information for the repository 'd1339294b8fa2655e63ebb19' was
gathered on 2022/02/14.
The following historical commit information, by author, was found:

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Ian Dall                         7           165            144            0.01
Ian Henriksen                   48          2805            654            0.06
Ian Hunt-Isaak                   1             2              1            0.00
Ian Thomas                       1            19              5            0.00
Idan David                       1            61              6            0.00
Ien Cheng                        1             5              3            0.00
Ilan Schnell                    42          5060           2782            0.14
Ilhan Polat                    171          8384           4945            0.24
Illia Polosukhin                 4            57             33            0.00
InSuk Joung                      5            47              6            0.00
Ioannis Prapas                   1             0              9            0.00
Ion Elberdin                     2             1              6            0.00
Irvin Probst                    22          1855            875            0.05
Isaac Virshup                    1            38              1            0.00
Isuru Fernando                   7            47             13            0.00
Itrimel                          1             2              2            0.00
J. Hariharan                     1             1              1            0.00
J.J. Green                       1            58             51            0.00
J.L. Lanfranchi                  3            20             12            0.00
Jaakko Luttinen                  2            97             14            0.00
Jackie Leng                      1             2              2            0.00
Jacob Blomgren                   1             1              1            0.00
Jacob Carey                      4           121             28            0.00
Jacob Silterra                  13           861            100            0.02
Jacob Stevenson                 34          2288            933            0.06
Jacob Vanderplas               104        119594          46588            2.99
Jacob Zhong                      1            49             23            0.00
Jacques Gaudin                   1             4              1            0.00
Jacques Kvam                     1            18              3            0.00
Jaime Fernandez del             55          3609           3640            0.13
Jake                             1             4              1            0.00
Jake VanderPlas                  1             4              4            0.00
Jakob Jakobson                   5           807            427            0.02
JakobStruye                      1             1              1            0.00
Jakub Dyczek                     1            13              3            0.00
Jakub Wilk                       3             5              6            0.00
James Alan Preiss                1             1              1            0.00
James Gerity                     1             4              0            0.00
James T. Webber                 17         28483          28276            1.02
James Tomlinson                  1             2              2            0.00
James Wright                     1             1              1            0.00
Jamie Morton                     2           503             50            0.01
Jan Gwinner                      7            36             21            0.00
Jan Lehky                        1             5              5            0.00
Jan Schlüter                     4            12              7            0.00
Jan Soedingrekso                 1             3              3            0.00
Jan Vleeshouwers                22           976           1021            0.04
Jan-Hendrik Müller               2           109              0            0.00
Janani Padmanabhan               4           829            360            0.02
Janko Slavič                     1            83              3            0.00
Jarrod Millman                 150          7878         220748            4.11
Jason King                       1             4              3            0.00
Jason Manley                     3             4              3            0.00
Jean Helie                       1            10             14            0.00
Jean-Benoist Leger               1             3              0            0.00
Jean-François B.                12            98             62            0.00
Jean-Luc Margot                  1             1              1            0.00
Jeanne Choo                      1            34              0            0.00
Jebby993                         1            11              2            0.00
Jed Frey                         1             1              1            0.00
Jeff Armstrong                   9          1522            222            0.03
Jeff Plourde                     1            10              2            0.00
Jeffrey Kelling                  2             7              6            0.00
Jerome Kieffer                   1            18              1            0.00
Jerry Li                         1             3              3            0.00
Jesse Engel                      1             1              1            0.00
Jesse Livezey                    9            62             17            0.00
Jiacheng-Liu                     4            17              4            0.00
Jim Garrison                     2             5              5            0.00
Jim Radford                      1             7              8            0.00
Jin-Guo Liu                      1            30              3            0.00
Jinhyok Heo                      1            28             12            0.00
Joaquin Derrac Rus               1          1152              7            0.02
Jochen Garcke                    1             8              8            0.00
Joe Driscoll                     4            55              3            0.00
Joel Nothman                    72          2093            993            0.06
Joey                             1           200              5            0.00
Johann Cohen-Tanugi              1            19              5            0.00
Johann Faouzi                    2            25              1            0.00
Johannes Ballé                   4           187             24            0.00
Johannes Damp                    1             2              2            0.00
Johannes Kulick                 18           606            120            0.01
Johannes Schmitz                 1             2              2            0.00
Johannes Schönberger             1            91              1            0.00
John David Reaver                1             2              2            0.00
John Draper                      1            14             10            0.00
John Speed Meyers                1             1              1            0.00
John Travers                     4           225             34            0.00
Johnnie Gray                     3            16              8            0.00
Jon Haitz Legarreta              1            16              4            0.00
Jona Sassenhagen                 2             2              2            0.00
Jonas Hahnfeld                   2             2              3            0.00
Jonas Jonker                     1             7              0            0.00
Jonas Rauber                     1             1              1            0.00
Jonathan Conroy                  3            55              1            0.00
Jonathan Helgert                 1             6              2            0.00
Jonathan Helmus                  4           121             39            0.00
Jonathan Hunt                    1            10              3            0.00
Jonathan Sutton                  3            29             12            0.00
Jonathan Tammo Siebe            19           790             55            0.02
Jonathan Taylor                 46          6807           1246            0.14
Joonas Paalasmaa                 6            32             27            0.00
Jordan Heemskerk                 1           128             53            0.00
Jordi Montes                    20           255             73            0.01
Jordão Bragantini                5            28              6            0.00
Jorge Cañardo Alastu             2            20              4            0.00
Joris Vankerschaver             19           890            177            0.02
Joscha Reimer                   77          1687           1037            0.05
Jose Vazquez                     1             1              0            0.00
Josef Perktold                 144          4495           1103            0.10
Joseph Albert                    6            65             26            0.00
Joseph Fox-Rabinovit             8           729             67            0.01
Joseph Jon Booker                5           730             94            0.01
Joseph Kuo                       1             2              2            0.00
Joseph T. Iosue                  1           609             20            0.01
Joseph Weston                    2            49             30            0.00
Josh Lawrence                    1            49              3            0.00
Josh Levy-Kramer                 1            27              0            0.00
Josh Wilson                    304         16150           8320            0.44
Joshua L. Adelman                1             3              0            0.00
Joshua Wharton                   1            47              4            0.00
Josua Sassen                     3           127             30            0.00
Josue Melka                      1             6              5            0.00
Juan Luis Cano Rodrí            10           405            151            0.01
Juan Nunez-Iglesias              5            99             42            0.00
Judah Rand                       3           239            254            0.01
Juha Remes                       5             9              7            0.00
JuliaMelle01                     1            18              2            0.00
Julian Taylor                   32           832            358            0.02
Julien Jerphanion                8           147             37            0.00
Julien Lhermitte                 1            16              0            0.00
Julius Bier Kirkegaa             5            49              7            0.00
Jussi Leinonen                   2            37             26            0.00
Justin Charlong                  1             6              6            0.00
Justin Lavoie                    1             6              3            0.00
Jwink3101                        1             6              0            0.00
Jyotirmoy Bhattachar             1             1              1            0.00
Jérôme Roy                       4            17              3            0.00
Jörg Dietrich                    5           440            112            0.01
Jörn Hees                        1             2              2            0.00
Kadatatlu Kishore                1             2              2            0.00
Kai Striega                    103          5416           3982            0.17
Kale-ab Tessera                  1             7              1            0.00
KangWon Lee                      1             1              1            0.00
Kari Schoonbee                   1             9              1            0.00
Kasper Primdal Lauri             1            10              5            0.00
Kat Huang                        5            16              3            0.00
Katrin Leinweber                 2            11             13            0.00
Keaton J. Burns                  2            32              9            0.00
Kei Ishikawa                     1            51            163            0.00
Keith Clawson                    2             9              4            0.00
Kellie Ottoboni                  1            25              1            0.00
Kentaro Yamamoto                 1            15              1            0.00
Kevin Davies                     1            16             18            0.00
Kevin Green                      1            34              0            0.00
Kevin Mader                      1             3              1            0.00
Kevin Michel                     1             8            137            0.00
Kevin Richard Green              1             2              2            0.00
Kevin Rose                       2            47              4            0.00
Kevin Sheppard                   3            31             14            0.00
Klaus Sembritzki                 1            11              0            0.00
Klesk Chonkin                    2            28             19            0.00
Konrad                           3            52              6            0.00
Konrad0                         10           449            216            0.01
Kornel Kielczewski               1             6              2            0.00
Kristian Eschenburg              1            17              0            0.00
Krzysztof Pióro                  1            64             20            0.00
Kyle Oman                        1             3              0            0.00
Lakshay Garg                     1             2              2            0.00
Lam Yuen Hei                     1            11             21            0.00
Lars Buitinck                  127          4304          11371            0.28
Lars G                          26          2182            712            0.05
Laura Gutierrez Fund             3            80              0            0.00
Lawrence Chan                    1             1              1            0.00
Leander Claes                    1             1              1            0.00
Lei Ma                           1            11             11            0.00
Leo C. Stein                     1           103              2            0.00
Leo Fang                         1           210             37            0.00
Leo Singer                      20           180             47            0.00
Liam Damewood                    1             8              1            0.00
Lijun Wang                       2             3              3            0.00
Lilian Besson                    2             3              2            0.00
Liming Wang                      1             3              4            0.00
Lindsey Hiltner                 22           315             64            0.01
Lisa Schwetlick                  2            58              2            0.00
Livio F                          1            21             21            0.00
Lorenzo                          2           153              0            0.00
Lorenzo Luengo                   1            84              5            0.00
Lorenzo Maffioli                 2           243              3            0.00
Louis Thibault                   1             8              0            0.00
Louis Tiao                       1             1              2            0.00
Loïc Estève                      5            97             13            0.00
Luca Citi                        1             5              3            0.00
Lucas Bellomo                    1             1              1            0.00
Lucas Roberts                   52          1210            417            0.03
Lucía Cheung                     6           114             31            0.00
Luigi Cruz                       1            21              5            0.00
Luigi F. Cruz                    1            24              1            0.00
Luis Pedro Coelho                1            44             13            0.00
Luke Zoltan Kelley               9           548            312            0.02
M.J. Nichol                      1             1              1            0.00
MYheavyGo                        1             1              1            0.00
Mads Jensen                      1             2              7            0.00
Magnus                           3           234             35            0.00
Maja Gwozdz                     13          4025           4046            0.15
Mak Sze Chun                    18           241             47            0.01
Malik Idrees Hasan K             1             4              4            0.00
Malte Esders                     1            12              0            0.00
Mana Borwornpadungki             1             1              1            0.00
Mandeep Singh                    3             5              5            0.00
Maniteja Nandana                16           439             51            0.01
Manu Rajput                      1             1              1            0.00
Manuel Reinhardt                 1             1              1            0.00
Marc                             1             5              4            0.00
Marc Honnorat                    1             1              0            0.00
Marcel Plch                      1            96             94            0.00
Marcello Seri                    1             3              3            0.00
Marcin Konowalczyk               1           197            112            0.01
Marcos Duarte                    1             7              2            0.00
Marek Jacob                      1             1              1            0.00
Maria Knorps                     2            27              1            0.00
Mark Campanelli                  1             2              2            0.00
Mark E Fuller                    1             2              0            0.00
Mark Mikofski                   76          2773           2016            0.09
Mark Wiebe                       2             7             11            0.00
MarkPundurs                      1             1              1            0.00
Markus Löning                    1           196             19            0.00
Markus Meister                   1            29              9            0.00
Markus Mohrhard                  1            26              1            0.00
MarkusKoebis                     2             6              3            0.00
Marti Nito                       1             4              2            0.00
Martin Gauch                     1             3              3            0.00
Martin Grignard                  1             9              0            0.00
Martin James McHugh              1             2              1            0.00
Martin K. Scherer                3            47             36            0.00
Martin Manns                     1             1              0            0.00
Martin Spacek                    2            13              5            0.00
Martin Teichmann                29           660            293            0.02
Martin Thoma                    15          1754            678            0.04
Martin Ø. Christense             1             4              1            0.00
Martino Sorbaro                  1             6              0            0.00
Martín Gaitán                    1             2              0            0.00
Marvin Kastner                   1             2              1            0.00
Masayuki Takagi                  1             5              5            0.00
Matt Dzugan                      1             1              1            0.00
Matt Haberland                 535        129832         100047            4.13
Matt Hickford                    1             3              1            0.00
Matt Knox                      276         27205          35121            1.12
Matt Newville                    1             1              1            0.00
Matt Ruffalo                    14           238            105            0.01
Matt Terry                       6           507             98            0.01
Matteo Ravasi                    1             5              0            0.00
Matteo Visconti                  3             6              6            0.00
Matthew Brett                  249        143199          62572            3.70
Matthew H Flamm                 16           289             83            0.01
Matthias Bussonnier             21           167            179            0.01
Matthias Feurer                  1             3              9            0.00
Matthias Geier                   1             6              4            0.00
Matthias Kümmerer                2           126             16            0.00
Matthieu Dartiailh               2            10              1            0.00
Matthieu Melot                   2           343             39            0.01
Matti Picus                      4           119            121            0.00
Matty G                          2            12              6            0.00
Matěj Kocián                     2            14              1            0.00
Max Argus                        1            12             12            0.00
Max Balandat                     7           189            133            0.01
Max Bolingbroke                 11           351            112            0.01
Max Frei                         1            45              4            0.00
Max Linke                        1            14              1            0.00
Max Mikhaylov                    1            16              2            0.00
Max Shinn                        1            17              0            0.00
Maximilian Singh                 1             7              3            0.00
Mazay0                           1            10              0            0.00
Meet Udeshi                      1             4              0            0.00
Mher Kazandjian                  4           101             50            0.00
Michael Benfield                 1           573              3            0.01
Michael Boyle                    6           977            193            0.02
Michael Burkhart                 1             3              0            0.00
Michael Dunphy                   2             5              5            0.00
Michael Hirsch                   2             6              1            0.00
Michael Hudson-Doyle             1             4              4            0.00
Michael James Bedfor             1             6              1            0.00
Michael Lamparski                1            28              3            0.00
Michael Marien                  15            94             21            0.00
Michael Stewart                  1             1              1            0.00
Michael Wimmer                   8           366             91            0.01
Michaël Defferrard               1             2              2            0.00
Miguel de Val-Borro              3            17              9            0.00
Mihai Capotă                     1             1              0            0.00
Mike Romberg                     2            84             16            0.00
Mike Taves                       8           246            278            0.01
Mike Toews                       1           304            301            0.01
Mikhail Pak                      5            81             10            0.00
Mikkel Kristensen                1            30              3            0.00
Milad Sadeghi DM                 1           125              2            0.00
Miloš Komarčević                 1             3              3            0.00
Min ho Kim                       3            38             38            0.00
MinRK                            1             3              3            0.00
Mirko Scholz                     1             8              1            0.00
Moritz Schulte                   1             1              1            0.00
Muhammad Firmansyah              6           108             31            0.00
Namami Shanker                   4            71             48            0.00
Naoto Mizuno                     2            23              1            0.00
Nat Wilson                       1            14              2            0.00
Nate Yoder                       3            65             11            0.00
Nathan Bell                    359         37941          29111            1.20
Nathan Crock                     2             3              1            0.00
Nathan Musoke                    2             7              7            0.00
Nathan Woods                    11           360             62            0.01
Nathaniel Jones                  1             1              1            0.00
Ned Richards                     1             9              2            0.00
Neil Girdhar                     1             9              3            0.00
Nelson Auner                     1             1              0            0.00
Nicholas McKibben               85        106514         109460            3.88
Nick                             1            21             23            0.00
Nick Papior                      7           248             87            0.01
Nickolai Belakovski              2           156             31            0.00
Nicky van Foreest               12           477            444            0.02
Nico Schlömer                   42           379            157            0.01
Nicola Montecchio                1            35              8            0.00
Nicolas Del Piano                1            33              0            0.00
Nicolas Hug                     14           557             71            0.01
Nicolas Tessore                  1           500              0            0.01
Niklas Hambüchen                 1            17              1            0.00
Niklas K                         9           268            126            0.01
Nikola Forró                     2            19              2            0.00
Nikolai Nowaczyk                40           618            911            0.03
Nikolas Moya                     1             7              1            0.00
Nikolay Mayorov                341         23803           9809            0.60
Nikolay Shebanov                 1             6              2            0.00
Nikolay Zinov                    2            19              1            0.00
Nils Werner                     11           108             44            0.00
Noel Kippers                     3            31              6            0.00
OGordon100                       2            20              3            0.00
Oleksandr (Sasha) Hu             9           361            151            0.01
Oleksandr Pavlyk                12            85             36            0.00
Olga Botvinnik                   1             1              1            0.00
Olivier Gauthé                   1            28             25            0.00
Olivier Grisel                   3            57             15            0.00
Orestis Floros                   1             1              1            0.00
Osvaldo Martin                   1             2              1            0.00
P. L. Lim                        1             0              3            0.00
Pablo Winant                     1            37              4            0.00
Pamphile Roy                   124         11592           8586            0.36
Pantelis Antonoudiou             2            40              4            0.00
ParticularMiner                  1           229             37            0.00
Patrick Callier                  1             1              1            0.00
Patrick Snape                    1             4              4            0.00
Patrick Varilly                 22         52046          41798            1.69
Paul Ivanov                      1            31             25            0.00
Paul Kienzle                    11           125             47            0.00
Paul Nation                     16         34451          34300            1.24
Paul Ortyl                       2             5              0            0.00
Paul van Mulbregt              166         12364           4524            0.30
Pauli Virtanen                1720        364831         384367           13.46
Pawel Chojnacki                  1             2              2            0.00
Paweł Redzyński                  1             1              1            0.00
Peadar Coyle                     1             3              2            0.00
Pearu Peterson                 425         27729          11779            0.71
Pedro López-Adeva Fe             1             2              1            0.00
Per Brodtkorb                   15           538            249            0.01
Perry Lee                        6           371            105            0.01
Petar Mlinarić                   5            67              3            0.00
Pete Bunch                      15          1031            440            0.03
Peter Andreas Entsch             2            62             63            0.00
Peter Bell                     171         19331           8853            0.51
Peter Cock                       1           386              0            0.01
Peter Lysakovski                 1            10              1            0.00
Peter Mahler Larsen             74          3595           1801            0.10
Petr Baudis                      2           169             25            0.00
Peyton Murray                    8            61              4            0.00
Phil Tooley                      1             5              0            0.00
Philip DeBoer                    9           906             81            0.02
Philipp Rentzsch                16            49             23            0.00
Philipp Thölke                   1             1              2            0.00
Phillip Cloud                    1            14              8            0.00
Phillip J. Wolfram               1            25              6            0.00
Phillip Weinberg                12            98             47            0.00
Pierre GM                      152         79586          34252            2.05
Pierre Haessig                   2            38              9            0.00
Pierre de Buyl                   2             7              1            0.00
Piet Hessenius                   2            11             11            0.00
Pietro Cottone                   1             1              1            0.00
Pim Schellart                    1           198              4            0.00
Piotr Figiel                     2            18              2            0.00
Piotr Uchwat                     1            18              0            0.00
Poom Chiarawongse               11           216             57            0.00
Pradeep Reddy Raaman             4            13              7            0.00
Przemek Porebski                 1            15              4            0.00
Quentin Barthélemy               8           289             99            0.01
Raden Muhammad                   1            12              0            0.00
Radoslaw Guzinski                2            50              0            0.00
Rafael Rossi                     2            35              4            0.00
Rafał Byczek                     2            11              2            0.00
Ralf Gommers                  1102         73249         189846            4.73
Ram Rachum                       4           271            248            0.01
Ramon Viñas                      1             1              1            0.00
Ramón Casero                     1             1              2            0.00
Randy Heydon                     1            15              1            0.00
Raoul Bourquin                  29           717            248            0.02
Raphael Wettinger               12           141             61            0.00
Ravin Kumar                      1             1              1            0.00
Ray Bell                         1             8              0            0.00
Regina Ongowarsito               1             5              5            0.00
Reidar Kind                      1            19              2            0.00
Renal-Of-Loon                    1             1              1            0.00
Renee Otten                      2            10              3            0.00
Reshama Shaikh                   1             9              1            0.00
Riadh                            1             1              1            0.00
Richard Gowers                   1            69             74            0.00
Richard Janis Goldsc             1             3              5            0.00
Richard Tsai                    40          1208           4065            0.09
Richard Weiss                    2            44             32            0.00
Rick Paris                       1             1              1            0.00
Rob                              4            22             16            0.00
Rob Falck                       69          7526           5053            0.23
Robert Cimrman                  75          5936           1976            0.14
Robert David Grant               1            21             21            0.00
Robert Gantner                   8           148             53            0.00
Robert Kern                    153         13441          12944            0.47
Robert McGibbon                  6           984            487            0.03
Robert Uhl                       2            75              3            0.00
Robinson Besson                  1            51             30            0.00
Rohit Jamuar                     1             3              3            0.00
Rohit Pandey                     1           141              5            0.00
Rohit Sivaprasad                 1             1              1            0.00
Roman Feldbauer                  1            43              9            0.00
Roman Mirochnik                  3             9              2            0.00
Roman Ring                       1            30              2            0.00
Roman Yurchak                    5           118            217            0.01
Ronald van Elburg                1            38              6            0.00
Ronan Lamy                       2             5              1            0.00
Ronny Pfannschmidt               1             6              4            0.00
Rory Yorke                      12           711            227            0.02
Ross Barnowski                  21            84             75            0.00
Roy Zywina                       1           262             52            0.01
Rupak Das                        1             8              3            0.00
Ruslan Yevdokymov               11           166             47            0.00
Rémy Léone                       3           103            141            0.00
Rüdiger Busche                   1             2              2            0.00
ST John                          2            22              1            0.00
Sam Lewis                        3            82             43            0.00
Sam Mason                        3            14              6            0.00
Sam McCormack                    1             6              3            0.00
Sam Tygier                       3            99             12            0.00
Sam Van Kooten                   2            30              0            0.00
Sambit Panda                     3           939             52            0.02
Sami Salonen                     2             3             25            0.00
Samuel St-Jean                   1             7              7            0.00
Samuel Wallan                   58          3727            864            0.08
Santi Hernandez                  1            28              0            0.00
Santi Villalba                   1            29              0            0.00
Santiago M. Mola                 5           125             94            0.00
Sara Fridovich-Keil              1            84             88            0.00
Saul Ivan Rivas Vega             1             2              0            0.00
Saurabh Agarwal                  2            15              1            0.00
Scott Calabrese Bart             1           107             29            0.00
Scott Sievert                   17           785            281            0.02
Scott Sinclair                   7           156             59            0.00
Sean Quinn                       1            93              1            0.00
Sebastian Berg                  20           773            338            0.02
Sebastian Gassner                1            53             15            0.00
Sebastian Pucilowski             3             9              3            0.00
Sebastian Pölsterl               4           198             28            0.00
Sebastian Skoupý                 1             1              1            0.00
Sebastian Wallkötter             3            23             16            0.00
Sebastian Werk                   1            19              3            0.00
Sebastiano Vigna                25           641            323            0.02
Sebastián Vanrell                1             3              0            0.00
Sergey Koposov                   1             6              7            0.00
Sergio Oller                     1             2              1            0.00
Seth Troisi                     65           797           2284            0.06
Shakthi Visagan                  2             2              2            0.00
Shashaank N                      6           656             43            0.01
Shashank KS                      1             1              1            0.00
Shauna                           2            16              5            0.00
Shinya SUZUKI                    8           519             31            0.01
Shubham Mishra                   1            25              0            0.00
Siddhartha Gandhi                1             1              1            0.00
Siddhesh Poyarekar               4            41             39            0.00
Simon Gibbons                    3            38              2            0.00
Simon Segerblom Rex              1            14              2            0.00
Skipper Seabold                 28          1438            351            0.03
Smit Lunagariya                 18           738           1451            0.04
Smit-create                     36          3930            976            0.09
Sourav Singh                     8            74              6            0.00
Srikiran                         3             5              3            0.00
Srikrishna Sekhar                3           221             75            0.01
Stefan Endres                    4          3605             10            0.06
Stefan Otte                      2           235            182            0.01
Stefan Peterson                  7            97             25            0.00
Stefan van der Walt            289         16682          10112            0.48
Stefano Martina                  1             2              2            0.00
Stephan Hoyer                    4           124             22            0.00
Stephen Becker                   1             5              5            0.00
Stephen P Cook                   1            27              5            0.00
Steve Richardson                 1             3              2            0.00
Steve Smith                      1           128              1            0.00
Steven Byrnes                    2            29              3            0.00
Stiaan Gerber                    2            51              1            0.00
Strahinja Lukić                  1            16             14            0.00
Sturla Molden                   38          8850           6152            0.27
Sumit Binnani                    3             7              5            0.00
Sundar R                         1            19              2            0.00
Surhud More                      1           144             29            0.00
Sven Baars                       1            53              0            0.00
Svend Vanderveken                1             7              2            0.00
SyedSaifAliAlvi                  1             1              1            0.00
Sylvain Bellemare                1             3              0            0.00
Sylvain Gubian                  26          1144            177            0.02
Sylwester Arabas                 2             2              2            0.00
Syrtis Major                     2             3              3            0.00
Sytse Knypstra                   3            31              3            0.00
Søren Fuglede Jørgen            28           937            423            0.02
Takuya KOUMURA                   1           183              2            0.00
Takuya Oshima                    2            31             11            0.00
Tavi Nathanson                   1            90             42            0.00
Taylor D. Scott                  2            31             21            0.00
Ted Pudlik                       8          3189            300            0.06
Ted Ying                         1            24              0            0.00
Teddy Ort                        2            35             14            0.00
Terry Davis                      2           196             84            0.01
Terry Jones                      2            35             97            0.00
Theodore Hu                      5            19              1            0.00
Thomas A Caswell                 6            75             43            0.00
Thomas Duvernay                  2            29              1            0.00
Thomas Etherington               1            18              1            0.00
Thomas Grainger                  1             1              1            0.00
Thomas Haslwanter                1             4              2            0.00
Thomas Hisch                     4            19             21            0.00
Thomas J. Fan                    1            30              8            0.00
Thomas Keck                      6           540             16            0.01
Thomas Kluyver                   5            24              6            0.00
Thomas Pingel                    1            87              1            0.00
Thomas Robitaille               16           388             37            0.01
Thomas Schmelzer                 2             7              6            0.00
Thomas Spura                     1            16              0            0.00
Thomas Viehmann                  1           118            107            0.00
Thouis (Ray) Jones               9           370            296            0.01
Tiago M.D. Pereira               1             0              2            0.00
Tiger Du                         1             1              1            0.00
Till Hoffmann                    3            33             37            0.00
Tim Cera                         9          1282            717            0.04
Tim Hochberg                    34          3353           1364            0.08
Tim Leslie                     110          6008           3041            0.16
Timon                            1            61             12            0.00
Timothy Willard                  2            23              7            0.00
Tirth Patel                     41          4627           1248            0.11
Tiziano Zito                     5            46             13            0.00
Tobias Biester                   1             1              1            0.00
Tobias Megies                    2             1              2            0.00
Tobias Schmidt                   1            19              7            0.00
Todd Goodall                     1            10              4            0.00
Todd Jennings                    5          2036            476            0.05
Tom Aldcroft                     1             1              2            0.00
Tom Augspurger                   1             8              3            0.00
Tom Donoghue                     2             9              5            0.00
Tom Flannaghan                   6           188             70            0.00
Tom Krauss                       1             7              5            0.00
Tom Waite                       97         14620           5621            0.36
Tomas Tomecek                    5           451             71            0.01
Tony S. Yu                       4            44             11            0.00
Tony Xiang                       1           132             35            0.00
Tor Nordam                       1            26              0            0.00
Toshiki Kataoka                  4            14              3            0.00
Travis Oliphant                887        457314         685338           20.53
Travis Vaught                   14           141             14            0.00
Trent Hauck                      1             2              2            0.00
Trever Hines                     2          1266             25            0.02
Tyler Dawson                     6             6              6            0.00
Tyler Reddy                    143          3140            633            0.07
Uri Goren                        1             3              0            0.00
Utkarsh Upadhyay                 3           167             50            0.00
Uwe Schmitt                      5            81             10            0.00
Vahan Babayan                    1             1              1            0.00
Valentine Svensson               1            24             15            0.00
Vasiliy                          1            17             17            0.00
Vasily Kokorev                   1             1              1            0.00
Ved Basu                         1             5              2            0.00
Vedant Rathore                   1             1              1            0.00
Vega Theil Carstense             3            32             17            0.00
Vicky Close                      1            16              2            0.00
Victor Stinner                   1             8              0            0.00
Vikas Pandey                     1             2              2            0.00
Vikram Natarajan                 1             1              1            0.00
Vincent Barrielle                1            30              1            0.00
Virgile Andreani                 1             4              4            0.00
Vlad                             1             9              3            0.00
Vladimir Korolev                 1           127              3            0.00
Vladimir Philipenko              1             1              1            0.00
Vladislav Iakovlev               1            22              0            0.00
Vladyslav Rachek                10           193             15            0.00
Vyas Ramasubramani              14            84             63            0.00
Víctor Zabalza                   1             1              1            0.00
Walter Simson                    1             1              1            0.00
Warren Weckesser               799         57747          30503            1.59
Weh Andreas                      1             1              1            0.00
Wes McKinney                     1            12              1            0.00
Wesley Alves                     2            72             23            0.00
Will Handley                     1           419             22            0.01
Will Lee                         1            13              0            0.00
Will Monroe                      1             6              4            0.00
Will Tirone                      2            25             15            0.00
William Hickman                  1           114              0            0.00
Wim Glenn                        1             4              5            0.00
Xingyu Liu                      13           417            169            0.01
Yair M                           1            11              6            0.00
Yaroslav Halchenko               6            67             16            0.00
Yevhenii Hyzyla                  1             1              1            0.00
Yin Li                           1            19              3            0.00
Yisheng Qiu                      1            58              5            0.00
Yoav Ram                         3             4              3            0.00
Yoshiki Vázquez Baez             6           363             93            0.01
Yosshi999                        1            40             40            0.00
Yotam Doron                      3            10              7            0.00
Yu Feng                         92          2752           2497            0.09
Yun Wang (Maigo)                 1             4              4            0.00
Yurii Shevchuk                   1            23              5            0.00
Yuxiang Wang                     1             2              0            0.00
Yves Delley                      2            72             16            0.00
Yves-Rémi Van Eycke              1             1              1            0.00
Zach Colbert                     1            37              0            0.00
Zach Ploskey                     1             2              2            0.00
Zaz Brown                        1             2              0            0.00
ZhihuiChen0903                   1             1              1            0.00
Zhiqing Xiao                     2            30              8            0.00
Ziyao Zhang                      1             4              3            0.00
Zé Vinícius                      7            19             14            0.00
abaecker                         4           432             10            0.01
aditya                           1           356             20            0.01
akahard2dj                       5           120             29            0.00
akahard2dj@naver.com             1            10              0            0.00
akeemlh                          1            23              0            0.00
alegresor                        1             1              1            0.00
alex                             1             5              1            0.00
annesylvie                       1             2              2            0.00
arcady                           1            16              0            0.00
ashish                           3            61              0            0.00
atpage                           1             1              1            0.00
aypiggott                        2            11             12            0.00
bdvd                             1             2              6            0.00
berberto                         1             3              2            0.00
bobcatCA                         1             1              1            0.00
caioagiani                       1             1              1            0.00
chanley                         14          1241           3195            0.08
chapochn                         1             8              8            0.00
charlotte12l                     2            16              4            0.00
christos val                     3            37             32            0.00
cookedm                        121          7262           4328            0.21
cruyffturn                       1             1              1            0.00
cynthia-rempel                   2           216              2            0.00
dankleeman                       2           102             36            0.00
devonwp                          1            22             19            0.00
divenex                          1            49              8            0.00
dmorrill                         5           832             38            0.02
drlvk                            1             1              1            0.00
droussea2001                     1            16              3            0.00
dschmitz89                       2            77             16            0.00
dwight200                        1             1              1            0.00
emmi474                          4            94             88            0.00
felixhekhorn                     1             1              1            0.00
fo40225                          1             1              0            0.00
fred.mailhot                    12          1163            691            0.03
fullung                         64          6993           1746            0.16
gbonomib                         1           381             13            0.01
guiweber                         1            15              7            0.00
gyu-don                          2            73             53            0.00
hagberg                          9           909            829            0.03
hakeemo                          1             9              1            0.00
ich                              1             1              1            0.00
jakirkham                        1             1              1            0.00
jeanpauphilet                    2            72              7            0.00
jeremie du boisberra             2             5              2            0.00
jmiller                          3         12133             93            0.22
joe                              2            16             16            0.00
josephmernst                     1             8              0            0.00
jswhit                           2            21              7            0.00
jtaylor                          9           809            520            0.02
jtravs                          16          4191            714            0.09
kalash04                         3            35              1            0.00
krzysztofpioro                   7            31              8            0.00
ktritz                           5           246            183            0.01
lemonlaug                        1             1              1            0.00
lezcano                          1             2              2            0.00
lgfunderburk                     1             8              0            0.00
liam-o-marsh                     1            75             20            0.00
majiang                          1             1              1            0.00
martin                           1             2              2            0.00
melissawm                        1            30              6            0.00
michaelvmartin15                 1            11              1            0.00
mikeWShef                        1             0              1            0.00
millivolt9                       1             1              1            0.00
mohmmadd                         2             3              3            0.00
mszep                            1             1              1            0.00
naelsondouglas                   1             6              6            0.00
nmarais                          4          1258            123            0.02
nrnrk                            1             1              1            0.00
nullptr                          1            26              0            0.00
nwjenkins                        1            29              0            0.00
odidev                           2             6              4            0.00
ofirr                            1            10              1            0.00
ondrej                           5           592              4            0.01
paugier                          1             2              3            0.00
pijyoi                           1             9              1            0.00
pjwerneck                        1             2              0            0.00
poolio                           2            16              2            0.00
prabhu                          35          1151            355            0.03
puenka                           2             6              5            0.00
rfezzani                         9           157            125            0.01
roberto                          1           551            201            0.01
rtshort                          2            10              0            0.00
serge-sans-paille                7           293             23            0.01
siddhantwahal                    1            44              5            0.00
skjerns                          1            19              2            0.00
solarjoe                         1             1              1            0.00
swalton                          1             4              0            0.00
taoky                            1            21              1            0.00
tborisow                         1             1              1            0.00
thorstenkranz                    1             1              1            0.00
timbalam                         3            14              4            0.00
trueprice                        2            40              4            0.00
tsubota20                        1             4              4            0.00
tuxcell                          1            80              0            0.00
tzito                            3           403            123            0.01
wenhui-prudencemed               1             0              1            0.00
yuanx749                         1             3              3            0.00
zoj613                           2           109             11            0.00
Åsmund Hjulstad                  1             1              1            0.00
Étienne Tremblay                 1             4              5            0.00
刘星雨                          14           136            121            0.00
秋纫                             1             9              0            0.00
赵丰 (Zhao Feng)                 1             1              1            0.00

Below are the number of rows from each author that have survived and are still
intact in the current revision:

Author                     Rows      Stability          Age       % in comments
@FormerPhysicist              7           87.5         49.1               71.43
@NKrvavica                  134           66.0         46.5                8.21
@Tokixix                     37           94.9         48.1                0.00
@awakenting                  10           90.9         51.0                0.00
@cel4                         1          100.0         80.3                0.00
@endolith                 10386           62.0         71.1                5.10
@ksemb                       12           75.0         47.8               50.00
@kshitij12345                82          100.0         45.9                0.00
@luzpaz                     135           81.3         48.4               65.19
@rafalalgo                   50          100.0         47.3                0.00
@samyak0210                  23           85.2         47.4                0.00
@soluwalana                  64          100.0         51.8               18.75
@sudheerachary                8           80.0         46.4                0.00
@tttthomasssss                7           53.8         45.9                0.00
@vkk800                     117           92.1         24.1               11.11
@wirew0rm                     1          100.0         61.6                0.00
@xoviat                     319           85.5         51.7                8.46
@ybeltukov                    2          100.0         61.7                0.00
@ziejcow                      9           90.0         47.0                0.00
ADmitri                      21          100.0         21.2               33.33
Aakash Jain                  21           67.7         74.8                0.00
Aaron Nielsen                18          100.0         64.9               16.67
Aaron Pries                  19          100.0         37.3               10.53
Abhinav Gautam               19           79.2         40.2                5.26
Abraham Escalante          1942           58.6         79.6                2.99
Adam Cox                      8          100.0         56.9               12.50
Adam Geitgey                  1          100.0         59.2                0.00
Adam J. Stewart               1          100.0         12.6                0.00
Adam Kurkiewicz               1           50.0         59.0                0.00
Aditya Bharti               858           21.2         44.2                3.50
Aditya Vijaykumar           213           81.0         54.6                0.47
Adrian Kretz                  1          100.0         87.5                0.00
Adrian Price-Whelan           3          100.0          4.1               33.33
Adrian Wijaya                15          100.0         27.6                0.00
Aidan Dang                  167           97.7         31.1                8.98
Alain Leufroy                11          100.0        101.4                0.00
Alan McIntyre               143           14.3        160.9                1.40
Albert Steppi              2780           98.1          3.8                2.45
Albert Thomas                10           55.6         37.7                0.00
Aldrian Obaja                15           25.0         86.0                0.00
Aleksandar Trifunovi         70           66.7         53.8               10.00
Ales Erjavec                 54           93.1         75.7                0.00
Alessandro Pietro Ba       1472           57.4         55.7                4.42
Alex Conley                  80           72.1         83.6               10.00
Alex Fikl                    19           86.4         41.9               10.53
Alex Griffing             13685           55.0         97.2                9.27
Alex H. Wagner, PhD         871           98.4          8.8               16.42
Alex Henrie                  46           92.0         19.5                4.35
Alex Izvorski                 3          100.0         18.3                0.00
Alex Loew                   302           41.5         98.3                3.64
Alex Loftus                  20          100.0         10.9                0.00
Alex Marvin                   1          100.0         21.7                0.00
Alex Reinhart                10           21.3        110.2               10.00
Alex Rothberg                26           32.5         98.1                7.69
Alexander Goncearenc          4           80.0         67.9                0.00
Alexander Grigorievs        362           43.5         84.2                3.31
Alexandre de Siqueir         36          100.0          8.9                0.00
Alexey Umnov                  5           71.4         87.9                0.00
Alistair Muldal               2           25.0         71.6                0.00
Alvaro Sanchez-Gonza        141           69.1         62.3                8.51
Aman Pratik                 271           99.3         51.2                8.86
Aman Singh                   10           66.7         85.3               10.00
Amato Kasahara                6          100.0         83.9                0.00
Anant Prakash                97           93.3         48.0                5.15
Anany Shrey Jain             67           94.4         23.7               10.45
Anastasiia Tsyplia            9          100.0         82.5                0.00
Anders Bech Borchers          6           75.0        101.4                0.00
Andras Deak                   3          100.0         44.0                0.00
Andreas Esders-Kopec          1          100.0          3.3                0.00
Andreas Hilboll            1107           55.4        103.8                6.05
Andreas Kloeckner          2421           64.1        105.6               12.19
Andreas Mayer                56           70.9         76.6                7.14
Andreas Sorge                 3           60.0         75.0                0.00
Andreea Georgescu           125           58.7         82.0                8.80
Andrew Annex                  1          100.0          2.1                0.00
Andrew Fowlie                13          100.0         25.3               15.38
Andrew Knyazev              927           70.0         16.4                7.87
Andrew McCluskey             25          100.0         15.3               12.00
Andrew Nelson             16054           44.6         66.0                7.69
Andrew Reed                  18           78.3         26.6               83.33
Andrew Schein                29           49.2        118.0               27.59
Andrew Sczesnak               5           62.5         98.8                0.00
Andrew Valentine              8          100.0         27.7                0.00
Andrey Golovizin             66           66.7         81.2                4.55
Andrey Smirnov               70           76.9        127.0                4.29
Andriy Gelman                 6          100.0         51.6                0.00
André Gaul                  212           54.5        100.3                9.43
Angeline G. Burrell         200           58.8         29.2                4.00
Anirudh Dagar               888           93.1          7.0                4.50
Anju Geetha Nair             15           65.2         39.0               26.67
Ankit Agrawal                34           87.2         94.9                0.00
Anne Archibald             1139            8.3        142.9                4.39
Anreas Weh                   30           96.8         45.6               13.33
Anselm Hahn                   7          100.0          8.5                0.00
Anthony Scopatz              89           16.4        113.7                8.99
Anton Akhmerov              736           94.5          6.6                0.14
Antonio Horta Ribeir       6370           56.4         54.0               10.36
Antony Lee                  154           57.5         50.7                3.90
Anubhav Patel               118           94.4         46.3                5.08
ApamNapat                     1          100.0         36.5              100.00
Ariel Rokem                  17           18.7        100.5                0.00
Arman Bilge                   3           75.0         27.5                0.00
Arne Küderle                  3          100.0         25.6                0.00
Arno Onken                  216           86.7         59.3               15.28
Arthur Volant              1206           67.8          9.6                5.39
Ashton Reimer                 5           50.0         35.9                0.00
Ashutosh Varma               20          100.0         12.5               20.00
Ashwin Pathak                20           27.0         59.6                5.00
Atsushi Sakai              3659           89.7         16.5                2.30
Ayappan P                     2          100.0         39.7               50.00
BH4                          32          100.0         39.7                0.00
Balint Pato                 206           30.4         23.5                0.97
Bas van Beek                 52           75.4          9.3                1.92
Bastian Venthur              53           54.6         89.2                3.77
Behzad Nouri                164           65.9         77.0                3.05
Ben Jude                     38           86.4         51.3                2.63
Ben Thompson                 49          100.0          7.6               36.73
Ben Walsh                    60           93.8         32.9                8.33
Ben West                     11           78.6         17.9                0.00
Bence Bagi                   17          100.0         45.7                5.88
Benda Xu                     26           44.8         97.4                3.85
Benedikt Boecking             1          100.0         30.3                0.00
Benjamin Rose                14           77.8         51.8                0.00
Benjamin Rowell             122           96.1         19.6               20.49
Benjamin Santos             124           99.2         14.7               30.65
Benjamin Trendelkamp          5           50.0         90.2                0.00
Benny Malengier               5           20.0         94.4                0.00
Berkay Antmen                 1           33.3         24.7                0.00
Bernardo Sulzbach             8          100.0         75.0                0.00
Bernhard M. Wiedeman          3           75.0         54.8                0.00
Bharat Raghunathan           26           74.3         27.4               11.54
Bharath Saiguhan             13           81.2          4.7                0.00
Bhavika Tekwani              16          100.0         67.5               18.75
Bill Sacks                  137           84.0         73.2               13.87
Björn Dahlgren               42           51.9         96.8                4.76
Bjørn Forsman               113           52.3        116.3               14.16
Blair Azzopardi            2626           66.9         14.5               11.92
Blair Bonnett               102           66.2         10.2                9.80
Blake Griffith              884           38.7        103.5               11.43
Boaz Mohar                    5           83.3          2.9                0.00
Bob Helmbold                102           31.8        110.4                0.00
Bram Vandekerckhove          25           33.8         71.1               16.00
Brandon Carter               12           63.2         63.1               41.67
Brandon David               357           73.0         27.8                1.68
Brandon Liu                  55           65.5         89.7                0.00
Brett M. Morris               1          100.0         62.0                0.00
Brian Hawthorne             186           46.3        169.7               11.29
Brian McFee                  10          100.0          4.5               10.00
Brian Newsom                 64           21.7         92.2                4.69
Brianna Laugher              47           70.1         90.0                0.00
Brigitta Sipocz               2          100.0         86.8                0.00
Bruce Sharpe                258           95.9         44.4                0.39
Bruno Beltran                 5          100.0         78.5                0.00
Bruno Jiménez                 4          100.0         53.6                0.00
Byron Smith                   4           80.0         65.7                0.00
CJ Carey                   2521           77.3         60.3                9.80
Callum Jacob Hays             1            9.1         74.2                0.00
Carlos Ramos Carreño        610           66.5         34.8                8.85
Carsten Allefeld             11          100.0          1.2                0.00
Castedo Ellerman              1          100.0          6.7                0.00
Cathy Douglass              479           62.5         55.0                4.80
Chachay                      45          100.0          8.3                0.00
Chad Baker                   18           72.0        121.7               11.11
Chad Fulton                1425           78.0         87.1               10.67
Charles Harris              504           19.9        128.3                5.16
Charles Masson              483           75.4         54.7               11.59
Chelsea                      49           44.1         27.3                8.16
Chelsea Liu                 327           35.3         29.8                1.22
Cheng H. Lee                  1          100.0         12.0                0.00
Chris Burns                 771            2.0        165.7               17.64
Chris Jordan-Squire         454           35.5        125.4                3.08
Chris Kerr                   28           38.9         91.1                3.57
Chris Mutel                   1          100.0         64.7                0.00
Chris Simpson                33          100.0         21.2               12.12
Christian                    19           37.3        111.8                0.00
Christian Brodbeck           19          100.0         97.5                0.00
Christian Brueffer            7           46.7         88.6                0.00
Christian Clauss            163           87.2         24.8                0.00
Christian Häggström           3           18.8         60.5               33.33
Christian Lorentzen         724           97.7         11.7               13.12
Christian Meyer              17           94.4         42.6                5.88
Christian Sachs              11           78.6         79.0                0.00
Christoph Baumgarten       3491           76.9         28.9               10.60
Christoph Boeddeker           2          100.0         30.2                0.00
Christoph Deil                5           16.1        107.4                0.00
Christoph Gohlke             58           49.2         74.6                1.72
Christoph Kecht               1          100.0         23.7              100.00
Christoph Paulik             24           60.0         78.8                8.33
Christoph Pohl               53           86.9         27.7                0.00
Christoph Schock             30           44.8         29.0                3.33
Christopher Kuster            8           32.0        124.2               12.50
Christopher Lee               1          100.0        106.8                0.00
Chun-Ming Huang               3           75.0         17.5                0.00
Cimarron Mittelstead         19           95.0         96.2               10.53
Clancy Rowley               211           82.1         82.2               21.80
Clark Fitzgerald             15           31.2         88.6                0.00
Clemens Brunner              76          100.0         20.5               10.53
Clemens Novak                 2           33.3        100.4                0.00
Clement Ng                   24           23.8         30.8                0.00
Cody                          7           43.8         73.8                0.00
Collin RM Stocks            146           59.1        126.6                4.11
Collin Tokheim                5           45.5         89.6               20.00
Colm Ryan                     6           85.7         65.4               33.33
Coloquinte                    1          100.0         19.0                0.00
Cong Ma                    2889           97.3         30.2               13.57
Conner DiPaolo              179           72.8         35.2                5.03
Corallus Caninus              1          100.0         16.9                0.00
Craig Citro                  30          100.0          1.7                0.00
Daan Wynen                    3           42.9         83.3               33.33
Daisuke Oyama                24          100.0         80.5                0.00
Damian Eads                2265           19.4        161.0                8.43
Damon McDougall              50           94.3         78.4               14.00
Dan Temkin                  132           96.4         13.3                5.30
Dani El-Ayyass                1          100.0          4.5              100.00
Daniel                        1          100.0         16.8                0.00
Daniel B. Smith             420           31.6        107.6               14.29
Daniel Bunting               73           36.3         73.5                4.11
Daniel Jensen                 1          100.0         81.2                0.00
Daniel Schmitz               80         1333.3          0.3               11.25
Daniel Scott                 11           61.1          8.8                0.00
Daniel Velkov                 2           40.0        114.6                0.00
Daniel da Silva               5           83.3         64.8                0.00
Danilo Augusto                2          100.0         27.5                0.00
Danilo Horta                 29           50.0         89.0               17.24
Danny Hermes                  1          100.0         47.6                0.00
Dany Vohl                     1          100.0         26.9                0.00
Dave Zbarsky                  6           75.0         28.5                0.00
David                         4          100.0         39.0                0.00
David Cottrell                1          100.0          6.7                0.00
David Cournapeau           3153            6.7        147.9                8.56
David Ellis                   4          100.0         61.6                0.00
David Freese                 48           71.6         63.5               10.42
David Haberthür               1          100.0         58.3                0.00
David Hagen                 520           68.1         55.4                6.35
David Huard                   1            0.2        167.5                0.00
David Menéndez Hurta         17           18.7         90.7               17.65
David Nicholson             154           89.5         62.1                7.79
David Warde-Farley          122           60.4        116.2               10.66
David Zwicker                 3          100.0          1.6                0.00
Deep Tavker                   4           80.0         59.3                0.00
Deepak Kumar Gouda            1          100.0         48.1                0.00
Denali Molitor                7           87.5         15.4                0.00
Denis Laxalde              2355           37.8        116.8                5.10
Dennis Collaris              12          100.0          2.7                0.00
Derek Homeier                 3           75.0         72.7               33.33
Derrick Chambers              2          100.0         26.2                0.00
Devin Crowley                 2          100.0         18.8                0.00
Dezmond Goff                 71           49.0         49.5               25.35
Dhruv Madeka                 26           92.9         35.8                0.00
Diana Sukhoverkhova         323           80.0          7.4                6.50
Didier                        4          100.0         20.2                0.00
Dieter Werthmüller          114           85.7         43.1                8.77
Dima Pasechnik               27          100.0          7.9               11.11
Diogo Aguiam                  1           50.0         49.5                0.00
Divakar Roy                  72           98.6         48.2                4.17
Dmitrey Kroshko             233           21.9        173.8               20.60
Dmitry E. Kislov             81           58.3         22.5                6.17
Domen Gorjup                140           97.2         59.4                2.14
Dominic C                   970           94.9          9.5               10.82
Dominic Else                 27           54.0         59.3               14.81
Dorota Jarecka               21           44.7        100.6                0.00
Douglas Lessa Gracio          1           12.5         48.5                0.00
Dowon Yi                    242           46.8         39.0                3.31
Duncan Macleod               77           97.5         42.9                2.60
Dylan Cutler                 21           91.3         26.8                0.00
Ed Schofield               5568            4.2        190.7               18.01
Edouard Goudenhoofdt        104           85.2         27.9               16.35
Egor Panfilov                38            6.2         47.4                0.00
Egor Zemlyanoy              484           79.2          8.7                8.68
Eli Rykoff                    1          100.0         15.2                0.00
Eli Sadoff                    9           30.0         57.7                0.00
Elisha Hollander              1           50.0          9.6                0.00
Elliott Sales de And         13           92.9         86.3                7.69
Eoghan O'Connell              1          100.0         14.4                0.00
Eric Firing                  93           84.5         77.1                3.23
Eric Jones                 1341            5.4         39.4               18.49
Eric Larson                5105           71.2         55.9                9.81
Eric Moore                 4980           67.3         88.5                6.24
Eric Quintero              2638           64.3         72.1                3.90
Eric Schanet                 14           93.3          5.4                0.00
Eric Stansifer                1          100.0         52.3                0.00
Eric Wieser                 192           71.9         41.8                7.29
Eugene Prilepin               4          100.0         19.2                0.00
Evan H                        9          100.0          9.1               11.11
Evan Limanto                 53           52.5         59.8                9.43
Evan W Jones                  2          100.0          3.9                0.00
Evelyn Fitzgerald             2          100.0          6.4                0.00
Evgeni Burovski           12211           67.0         77.4                8.51
Evgeny Zhurko               543           86.1         59.5                6.26
Fabian Paul                  17           89.5         77.9                5.88
Fabian Pedregosa            160           46.5        126.8               11.25
Fabian Rost                   3           42.9         67.6                0.00
Fabrice Silva               201           91.0        113.7                1.00
Falcon Dai                    1          100.0         13.5                0.00
Fazlul Shahriar              46           79.3        122.1                4.35
Felix                         2          100.0         20.7                0.00
Felix Berkenkamp           2965           64.1         74.3               10.25
Felix Lenders              3577           10.5         57.8               44.70
Fernando Perez               12            2.2        159.5                8.33
Fletcher Easton               6           46.2         31.5                0.00
Florian Wilhelm             148           42.5         85.2                3.38
Forrest Collman              76           64.4         36.7                5.26
Francisco J. Hernand         90           69.2         30.0                3.33
Francisco de la Peña         33           76.7         98.6                6.06
Frank Torres                110          100.0         18.5                5.45
Franz Forstmayr             338           95.2         35.8                1.78
Franziska Horn                1          100.0         60.1                0.00
François Garillot             5           83.3         89.5                0.00
François Magimel             30           34.1         57.1                0.00
Frederic Renner               3          100.0          4.2                0.00
Frederik Rietdijk            34           69.4         80.8                0.00
Fredrik Wallner              27           40.9         76.2                7.41
Fukumu Tsutsumi               2           33.3         82.4                0.00
G Young                     991           75.6         70.9                8.88
Gabriel Gerlero               1          100.0         28.8                0.00
Gabriele Farina               3           50.0         69.2                0.00
Gagandeep Singh            2299           97.6          3.8                5.22
Gang Zhao                   374           98.4          5.3                7.22
Garrett Reynolds              9            6.7         75.6               88.89
Gaurav Gijare                 3          100.0         25.3                0.00
Gaute Hope                   12           28.6         57.6                0.00
Gavin Parnaby                 6           54.5         61.9                0.00
Gavin Price                  79           57.2        116.1                6.33
Gaël Varoquaux               23           57.5         46.7                8.70
Geordie McBain               22           88.0         19.2                4.55
George Bateman                7          100.0         17.6               28.57
George Lewis                  4           66.7         98.7                0.00
Georgii Bocharov              9          100.0          6.6               11.11
Gerrit Ansmann              118           62.8         48.8                0.85
Gert-Ludwig Ingold          182           63.9         99.7                3.85
Giftlin Rajaiah               2          100.0         52.6                0.00
Gilles Aouizerate            80           58.8         70.0                5.00
Gilles Rochefort             22           52.4        112.6                0.00
Golnaz Irannejad              1          100.0         71.2                0.00
Gopi Manohar T                1            8.3         35.1                0.00
Graham Clenaghan             36           75.0         48.7                8.33
Greg Caporaso                 1          100.0         90.9                0.00
Greg Kiar                     4            6.6         36.1                0.00
Gregor Robinson               2          100.0         11.3                0.00
Gregory Allen                59           47.6         81.0               18.64
Gregory Gundersen           638           95.7         15.8                8.93
Gregory R. Lee             7164           82.3         19.7                2.09
Grey Christoforo              1          100.0         68.9                0.00
Guillaume Horel              50           96.2         56.8                4.00
Guofei                        1          100.0         56.0                0.00
Gustav Larsson                1          100.0        105.8                0.00
Gökçen Eraslan                3          100.0         22.3                0.00
Hameer Abbasi                 1          100.0         20.7                0.00
Haochen Wu                    6           46.2         71.7               33.33
Haoyin Xu                     6           42.9          4.7                0.00
Harsh Mishra                100           80.6          3.7               14.00
Harshal Prakash Pata          9           90.0         26.5               11.11
He He                         2          100.0         14.8              100.00
He Jia                        3           25.0         33.8                0.00
Helder Cesar                  4           80.0         88.1               25.00
Henrik Bengtsson              3           75.0         71.0              100.00
Henry Lin                     2           50.0         69.5                0.00
Hervé Audren                153           78.1         68.3                9.15
Heshy Roskes                 67           83.8         34.8                2.99
Hiroki IKEDA                 52           96.3         61.7                3.85
Holger Kohr                  35           81.4         31.4                0.00
Hood Chatham                  1           33.3          0.7                0.00
Hugo                          1           50.0        112.4                0.00
Hugo van Kemenade             4           23.5         19.0                0.00
Huize Wang                   49           83.1         29.6                2.04
Ian Dall                     34           20.6         11.3                2.94
Ian Henriksen              1074           38.3         80.3               10.52
Ian Hunt-Isaak                2          100.0          7.8                0.00
Ian Thomas                   19          100.0         15.8                0.00
Idan David                   57           93.4         34.8               14.04
Ien Cheng                     2           40.0         77.6                0.00
Ilhan Polat                6601           78.7         42.7                6.01
Illia Polosukhin              7           12.3        107.4               14.29
InSuk Joung                  23           48.9         82.1                8.70
Ion Elberdin                  1          100.0         72.9                0.00
Irvin Probst                828           44.6         84.2               22.34
Isaac Virshup                37           97.4         24.5                5.41
Isuru Fernando               46           97.9          9.0                0.00
Itrimel                       2          100.0          7.9                0.00
J. Hariharan                  1          100.0          5.4                0.00
J.J. Green                   46           79.3         82.7               32.61
J.L. Lanfranchi              16           80.0         57.9                0.00
Jaakko Luttinen               1            1.0         94.0                0.00
Jackie Leng                   2          100.0         46.0                0.00
Jacob Blomgren                1          100.0         37.4                0.00
Jacob Carey                  39           32.2         91.0                5.13
Jacob Silterra              576           66.9        124.3                8.33
Jacob Stevenson             815           35.6        109.5               10.18
Jacob Vanderplas           2332            1.9        119.9                8.83
Jacob Zhong                  41           83.7         19.5                0.00
Jacques Gaudin                4          100.0         49.5                0.00
Jacques Kvam                 12           66.7        101.1                0.00
Jaime Fernandez del        2567           71.1         54.5                7.40
Jake                          4          100.0          0.1                0.00
Jake VanderPlas               4          100.0          3.5                0.00
Jakob Jakobson              418           51.8         26.8                0.48
JakobStruye                   1          100.0         38.6                0.00
Jakub Dyczek                 12           92.3         26.8               16.67
Jakub Wilk                    3           60.0         67.8                0.00
James Alan Preiss             1          100.0         28.8                0.00
James Gerity                  4          100.0         54.2                0.00
James T. Webber             182            0.6         69.0                6.59
James Tomlinson               1           50.0         90.0                0.00
James Wright                  1          100.0         22.9                0.00
Jamie Morton                386           76.7         16.4               12.69
Jan Gwinner                  10           27.8         42.2               10.00
Jan Lehky                     1           20.0         51.7                0.00
Jan Schlüter                  3           25.0         67.6                0.00
Jan Soedingrekso              3          100.0         18.0                0.00
Jan Vleeshouwers            353           36.2         22.3               15.58
Jan-Hendrik Müller          109          100.0          1.6                2.75
Janani Padmanabhan          386           46.6         90.9                5.18
Janko Slavič                 50           60.2         85.2                2.00
Jarrod Millman             1178           15.0        149.6                5.43
Jason King                    1           25.0         75.6                0.00
Jason Manley                  4          100.0         31.4                0.00
Jean Helie                    9           90.0         55.5                0.00
Jean-Benoist Leger            3          100.0         10.4               33.33
Jean-François B.             79           80.6         46.1               24.05
Jean-Luc Margot               1          100.0         16.1                0.00
Jeanne Choo                  34          100.0         40.1                0.00
Jebby993                     11          100.0          6.6                0.00
Jeff Armstrong              661           43.4        125.1                6.96
Jeff Plourde                  8           80.0         11.0               12.50
Jeffrey Kelling               3           42.9          3.2                0.00
Jerome Kieffer                8           44.4        107.8                0.00
Jerry Li                      2           66.7         71.7                0.00
Jesse Engel                   1          100.0         93.8                0.00
Jesse Livezey                50           80.6         38.9                4.00
Jiacheng-Liu                 13           76.5         23.7                0.00
Jim Garrison                  5          100.0         98.7                0.00
Jim Radford                   4           57.1        122.8                0.00
Jin-Guo Liu                  30          100.0         63.2               20.00
Jinhyok Heo                   8           28.6         95.1                0.00
Joaquin Derrac Rus         1103           95.7         44.2                0.00
Jochen Garcke                 1           12.5         91.8                0.00
Joe Driscoll                 51           92.7         31.6               17.65
Joel Nothman                773           36.9         83.5               10.35
Joey                        193           96.5         14.6                7.77
Johann Cohen-Tanugi           5           26.3        123.4               40.00
Johann Faouzi                25          100.0         27.2                0.00
Johannes Ballé              122           65.2         82.6                7.38
Johannes Damp                 2          100.0         40.1                0.00
Johannes Kulick             369           60.9         88.2                4.88
Johannes Schmitz              2          100.0         65.8                0.00
John David Reaver             1           50.0         84.6                0.00
John Draper                  13           92.9         62.1               15.38
John Speed Meyers             1          100.0          5.1                0.00
John Travers                160           71.1        110.3                2.50
Johnnie Gray                 12           75.0         72.0               16.67
Jon Haitz Legarreta          16          100.0         47.2                0.00
Jona Sassenhagen              2          100.0         72.3                0.00
Jonas Hahnfeld                1           50.0         83.2                0.00
Jonas Jonker                  7          100.0         15.1               28.57
Jonas Rauber                  1          100.0         68.7                0.00
Jonathan Conroy              55          100.0         32.4                0.00
Jonathan Helgert              6          100.0          1.0                0.00
Jonathan Helmus              58           47.9        110.2                3.45
Jonathan Hunt                 2           20.0        123.3                0.00
Jonathan Sutton              23           79.3         54.5                4.35
Jonathan Tammo Siebe        714           90.4         59.3                2.24
Joonas Paalasmaa             20           62.5        118.7               10.00
Jordan Heemskerk            102           79.7         46.7                0.98
Jordi Montes                 73           28.6         53.2                9.59
Jordão Bragantini            22           78.6         23.3                9.09
Joris Vankerschaver         403           45.3        100.7               14.14
Joscha Reimer               795           47.1         65.8                7.04
Jose Vazquez                  1          100.0          8.3                0.00
Josef Perktold             1425           31.7        142.5                7.16
Joseph Albert                44           67.7         51.8                0.00
Joseph Fox-Rabinovit        360           49.4         67.3                8.89
Joseph Jon Booker           544           74.5         88.0                3.12
Joseph T. Iosue             495           81.3         29.8               14.75
Joseph Weston                49          100.0         28.1               10.20
Josh Lawrence                45           91.8        115.3               35.56
Josh Levy-Kramer             20           74.1         79.2               25.00
Josh Wilson               12153           75.3         51.2                6.10
Joshua L. Adelman             3          100.0         78.4                0.00
Joshua Wharton               45           95.7         40.8                2.22
Josua Sassen                119           93.7         40.3                2.52
Juan Luis Cano Rodrí        173           42.7        101.5                2.31
Juan Nunez-Iglesias          55           55.6         59.3                1.82
Judah Rand                  239          100.0          5.7                4.60
Juha Remes                    7           77.8         76.1               28.57
JuliaMelle01                 18          100.0          0.8                0.00
Julian Taylor               384           46.2         88.6                0.78
Julien Jerphanion           139           94.6         16.7                5.76
Julien Lhermitte              9           56.2         61.6                0.00
Julius Bier Kirkegaa         39           79.6         41.5                0.00
Justin Charlong               6          100.0          7.3                0.00
Jwink3101                     5           83.3         34.7                0.00
Jyotirmoy Bhattachar          1          100.0         57.3                0.00
Jérôme Roy                    2           11.8        101.4                0.00
Jörg Dietrich               263           59.8         96.8                6.08
Kadatatlu Kishore             2          100.0          6.3                0.00
Kai Striega                3178           58.7         33.7                8.90
Kale-ab Tessera               7          100.0         20.3               28.57
KangWon Lee                   1          100.0         52.4                0.00
Kari Schoonbee                7           77.8         67.0               14.29
Kasper Primdal Lauri         10          100.0         49.5                0.00
Kat Huang                    12           75.0        102.2                0.00
Katrin Leinweber             10           90.9         43.7               10.00
Keaton J. Burns              32          100.0         19.2                0.00
Kei Ishikawa                 35           68.6         10.6                0.00
Keith Clawson                 5           55.6        110.2               20.00
Kellie Ottoboni              25          100.0         30.9                4.00
Kentaro Yamamoto             15          100.0         31.1               13.33
Kevin Davies                  6           37.5         93.3                0.00
Kevin Mader                   3          100.0         26.9                0.00
Kevin Michel                  8          100.0         27.2                0.00
Kevin Richard Green          13          650.0         32.9                7.69
Kevin Rose                   42           89.4         59.3               38.10
Kevin Sheppard               13           41.9         34.4                0.00
Klaus Sembritzki              9           81.8         54.8                0.00
Klesk Chonkin                 8           28.6         66.3                0.00
Konrad                       41           78.8         25.5               29.27
Konrad0                     224           49.9         39.9               18.75
Kornel Kielczewski            3           50.0         64.8                0.00
Kristian Eschenburg          17          100.0         16.7                5.88
Krzysztof Pióro              64          100.0         27.0                9.38
Kyle Oman                     3          100.0         46.1                0.00
Lakshay Garg                  2          100.0         23.7                0.00
Lam Yuen Hei                  6           54.5         56.5                0.00
Lars Buitinck              2511           58.3         87.5                5.38
Lars G                     1428           65.4         45.6                9.87
Laura Gutierrez Fund         80          100.0          8.4                0.00
Leander Claes                 1          100.0         21.7                0.00
Lei Ma                        1            9.1         67.8                0.00
Leo C. Stein                103          100.0         14.3               11.65
Leo Fang                    210          100.0         24.4                0.00
Leo Singer                  144           80.0         43.0                4.86
Liam Damewood                 6           75.0         81.8               16.67
Lijun Wang                    3          100.0         21.3                0.00
Lilian Besson                 3          100.0         36.4                0.00
Liming Wang                   3          100.0        116.9                0.00
Lindsey Hiltner             285           90.5         32.4                1.40
Lisa Schwetlick              19           32.8         22.0                5.26
Livio F                      21          100.0          3.0                0.00
Lorenzo Luengo               42           50.0        121.3               11.90
Lorenzo Maffioli            393          161.7          5.3                0.00
Louis Thibault                8          100.0        106.4                0.00
Louis Tiao                    1          100.0         79.5                0.00
Loïc Estève                  18           18.6         28.6                5.56
Luca Citi                     5          100.0         66.3                0.00
Lucas Roberts               966           79.8         26.2                5.07
Lucía Cheung                 88           77.2         39.1                1.14
Luigi Cruz                   45          214.3         11.8                2.22
Luke Zoltan Kelley          335           61.1         74.7                2.99
M.J. Nichol                   1          100.0         56.0                0.00
Mads Jensen                   1           50.0         47.8                0.00
Magnus                      190           81.2         35.7                0.00
Maja Gwozdz                1997           49.6         26.2               19.03
Mak Sze Chun                181           75.1         30.3                7.18
Malik Idrees Hasan K          4          100.0          2.8               25.00
Mandeep Singh                 4           80.0         54.8                0.00
Maniteja Nandana            363           82.7         79.6                3.03
Manu Rajput                   1          100.0         21.6                0.00
Marc                          5          100.0          9.6                0.00
Marc Honnorat                 1          100.0        116.5                0.00
Marcel Plch                  90           93.8         30.2                1.11
Marcello Seri                 3          100.0         69.4               33.33
Marcin Konowalczyk          192           97.5         14.8               25.52
Marcos Duarte                 7          100.0         92.1               14.29
Maria Knorps                 26           96.3         47.2                0.00
Mark Campanelli               2          100.0         54.3               50.00
Mark E Fuller                 2          100.0          4.8                0.00
Mark Mikofski               726           26.2         41.1               14.19
Mark Wiebe                    2           28.6        127.8               50.00
MarkPundurs                   1          100.0         11.6                0.00
Markus Löning               194           99.0          9.7               11.34
Markus Meister               15           51.7         57.8                6.67
Markus Mohrhard              23           88.5         36.0                0.00
MarkusKoebis                  1           16.7         14.5                0.00
Marti Nito                    4          100.0         74.4                0.00
Martin Gauch                  3          100.0         27.3                0.00
Martin Grignard               9          100.0         25.8                0.00
Martin K. Scherer            42           89.4         11.3                2.38
Martin Manns                  1          100.0         86.2                0.00
Martin Spacek                 8           61.5         77.6               25.00
Martin Teichmann            305           46.2        125.5                1.31
Martin Thoma                848           48.3         57.6                2.48
Martino Sorbaro               4           66.7         48.6               25.00
Martín Gaitán                 1           50.0         77.8                0.00
Marvin Kastner                1           50.0         57.7                0.00
Masayuki Takagi               5          100.0          1.6                0.00
Matt Dzugan                   1          100.0         48.8              100.00
Matt Haberland            23958           18.5         16.7               13.85
Matt Hickford                 2           66.7         95.0                0.00
Matt Newville                 1          100.0        108.0                0.00
Matt Ruffalo                138           58.0         46.9               11.59
Matt Terry                  238           46.9        121.7                6.30
Matteo Ravasi                 5          100.0         37.5                0.00
Matteo Visconti               2           33.3         74.9                0.00
Matthew Brett              5688            4.0        137.8                7.79
Matthew H Flamm             255           88.2         35.7                1.57
Matthias Bussonnier         157           94.0          8.7                0.64
Matthias Geier                6          100.0         10.9               16.67
Matthias Kümmerer           116           92.1         42.7                6.90
Matthieu Dartiailh            1           10.0        101.4                0.00
Matthieu Melot              144           42.0         72.7               16.67
Matti Picus                  98           82.4         35.4                6.12
Matty G                       9           75.0        114.3                0.00
Matěj Kocián                 10           71.4         82.8               20.00
Max Balandat                132           69.8         13.3                9.09
Max Bolingbroke             298           84.9         58.3                2.01
Max Frei                     36           80.0         12.4               16.67
Max Linke                     7           50.0         98.8                0.00
Max Mikhaylov                16          100.0         50.9                0.00
Max Shinn                    11           64.7         42.8               18.18
Mazay0                       10          100.0         21.4                0.00
Mher Kazandjian              59           58.4         60.2               10.17
Michael Benfield            510           89.0         63.5                7.06
Michael Boyle               630           64.5         79.6                3.02
Michael Burkhart              3          100.0          0.4                0.00
Michael Dunphy                5          100.0         36.2                0.00
Michael Hirsch                4           66.7         72.0                0.00
Michael Hudson-Doyle          4          100.0         40.7                0.00
Michael James Bedfor          4           66.7         54.8                0.00
Michael Lamparski            26           92.9         36.5               15.38
Michael Marien               40           42.6         29.4                0.00
Michael Stewart               1          100.0         52.7                0.00
Michael Wimmer               39           10.7        102.0               23.08
Michaël Defferrard            2          100.0         13.9                0.00
Miguel de Val-Borro          14           82.4         41.8                0.00
Mihai Capotă                  1          100.0         51.4                0.00
Mike Romberg                 71           84.5         92.5               16.90
Mike Taves                  518          210.6         28.0               19.88
Mikhail Pak                  59           72.8         63.7                3.39
Mikkel Kristensen             1            3.3         45.9                0.00
Milad Sadeghi DM            124           99.2         23.6                4.84
Miloš Komarčević              3          100.0         24.2                0.00
Min ho Kim                   20           52.6         30.0               30.00
Moritz Schulte                1          100.0         16.9                0.00
Muhammad Firmansyah           3            2.8         39.9               33.33
Namami Shanker               63           88.7          6.3               12.70
Nat Wilson                   13           92.9         76.0               30.77
Nate Yoder                   50           76.9         34.0               20.00
Nathan Bell                7413           19.5        166.0               15.50
Nathan Crock                  2           66.7        113.0                0.00
Nathan Musoke                 7          100.0         49.5                0.00
Nathan Woods                195           54.2         90.9                6.67
Nathaniel Jones               1          100.0          4.6                0.00
Ned Richards                 29          322.2         63.1                3.45
Neil Girdhar                  2           22.2         70.3                0.00
Nelson Auner                  1          100.0         29.4                0.00
Nicholas McKibben          3103            2.9          6.8                9.54
Nick                         17           81.0         15.1               11.76
Nick Papior                 221           89.1         41.8               14.03
Nickolai Belakovski         155           99.4         11.8                1.29
Nicky van Foreest             3            0.6         92.8                0.00
Nico Schlömer               240           63.3         31.4               21.25
Nicolas Del Piano            26           78.8         95.3               15.38
Nicolas Hug                 464           83.3         40.3                4.31
Nicolas Tessore             463           92.6          8.4               10.37
Niklas K                     87           32.5        107.9               13.79
Nikola Forró                 19          100.0         12.7                5.26
Nikolai Nowaczyk            122           19.7         76.3                6.56
Nikolas Moya                  7          100.0         84.0                0.00
Nikolay Mayorov           15723           66.1         63.6                3.57
Nils Werner                  49           45.4        103.2                2.04
Noel Kippers                 31          100.0         51.5                6.45
OGordon100                   17           85.0         35.8                0.00
Oleksandr (Sasha) Hu        115           31.9        103.4                3.48
Oleksandr Pavlyk             57           67.1         47.3               14.04
Olga Botvinnik                1          100.0         74.1                0.00
Olivier Gauthé               28          100.0          8.5                3.57
Olivier Grisel               44           77.2         86.5               22.73
Orestis Floros                1          100.0         57.2                0.00
Osvaldo Martin                2          100.0         72.8                0.00
Pablo Winant                 24           64.9         70.0                8.33
Pamphile Roy               5487           47.3         11.6                8.46
Pantelis Antonoudiou         40          100.0          3.0                0.00
ParticularMiner             229          100.0          3.3               14.41
Patrick Callier               1          100.0         58.0                0.00
Patrick Snape                 4          100.0        100.1                0.00
Patrick Varilly              35            0.1        115.5                2.86
Paul Ivanov                  13           41.9        159.1                0.00
Paul Kienzle                 68           54.4         21.8               33.82
Paul Nation                  96            0.3         79.0                8.33
Paul Ortyl                    5          100.0         81.8               80.00
Paul van Mulbregt          8952           72.4         38.8               13.51
Pauli Virtanen           106261           29.1        100.4               27.97
Paweł Redzyński               1          100.0         19.6                0.00
Pearu Peterson             2717            9.8        225.3                8.06
Per Brodtkorb               233           43.3         79.3                1.72
Perry Lee                   147           39.6         95.8                8.16
Petar Mlinarić               64           95.5         33.0               10.94
Pete Bunch                  675           65.5         76.3                6.07
Peter Andreas Entsch         47           75.8         35.2                6.38
Peter Bell                14347           74.2         25.5                3.90
Peter Cock                  372           96.4         47.3                0.00
Peter Lysakovski             10          100.0         28.5               10.00
Peter Mahler Larsen        2176           60.5         22.6               10.34
Petr Baudis                 127           75.1         95.4                1.57
Peyton Murray                54           88.5         25.4               16.67
Phil Tooley                   3           60.0         45.9                0.00
Philip DeBoer               729           80.5         69.2               11.66
Philipp Rentzsch             29           59.2         53.6                3.45
Philipp Thölke                1          100.0         19.2                0.00
Phillip J. Wolfram           15           60.0         71.8                0.00
Phillip Weinberg             60           61.2         64.9                3.33
Pierre GM                  1630            2.0        165.3                5.15
Pierre Haessig               23           60.5         34.1                0.00
Pierre de Buyl                7          100.0         96.1                0.00
Piet Hessenius               11          100.0         12.9                0.00
Pim Schellart               178           89.9         79.6               10.11
Piotr Figiel                 18          100.0         38.4               27.78
Piotr Uchwat                 15           83.3         49.1                0.00
Poom Chiarawongse           130           60.2         48.7                1.54
Pradeep Reddy Raaman         10           76.9         41.5                0.00
Przemek Porebski              2           13.3        103.4                0.00
Quentin Barthélemy          213           73.7          2.0                5.63
Raden Muhammad               12          100.0         45.9                0.00
Radoslaw Guzinski            47           94.0         72.2               19.15
Rafael Rossi                 32           91.4         67.1               12.50
Ralf Gommers              21738           29.7        100.9                7.60
Ram Rachum                  248           91.5         19.3                0.00
Ramon Viñas                   1          100.0         43.3                0.00
Ramón Casero                  1          100.0         11.5                0.00
Randy Heydon                 15          100.0         61.1               13.33
Raoul Bourquin              421           58.7         83.0                9.26
Raphael Wettinger            86           61.0         75.7                6.98
Ravin Kumar                   1          100.0          3.9                0.00
Regina Ongowarsito            3           60.0         81.4                0.00
Reidar Kind                  19          100.0         25.1                5.26
Renal-Of-Loon                 1          100.0          3.5                0.00
Renee Otten                  10          100.0         33.2               10.00
Reshama Shaikh                9          100.0          3.1                0.00
Richard Gowers               60           87.0         64.1               25.00
Richard Janis Goldsc          1           33.3         36.5                0.00
Richard Tsai                778           64.4         93.5                3.86
Richard Weiss                20           45.5         23.2                5.00
Rick Paris                    1          100.0         24.0              100.00
Rob                          21           95.5         39.2                0.00
Rob Falck                   186            2.5        112.7                9.68
Robert Cimrman              328            5.5        100.2                8.23
Robert Gantner                2            1.4        118.9                0.00
Robert Kern                3129           23.3        191.3                7.22
Robert McGibbon             776           78.9         83.6                3.87
Robert Uhl                   75          100.0         20.7                9.33
Robinson Besson              51          100.0         11.5                9.80
Rohit Jamuar                  3          100.0         75.6                0.00
Rohit Pandey                112           79.4         10.4               17.86
Rohit Sivaprasad              1          100.0        102.5                0.00
Roman Feldbauer              26           60.5         57.3                3.85
Roman Mirochnik               7           77.8         58.1               28.57
Roman Ring                   25           83.3         72.7                0.00
Roman Yurchak               113           95.8         38.4                0.00
Ronald van Elburg            38          100.0         15.1                0.00
Ronan Lamy                    4           80.0         59.4                0.00
Ronny Pfannschmidt            5           83.3         44.3                0.00
Rory Yorke                  626           88.0          7.6                7.19
Ross Barnowski               80           95.2          3.2               11.25
Roy Zywina                  224           85.5         43.0                1.79
Rupak Das                     5           62.5         84.7               20.00
Ruslan Yevdokymov            80           48.2         21.6                1.25
Rémy Léone                   42           40.8         75.0                0.00
Rüdiger Busche                2          100.0         17.8                0.00
ST John                      21           95.5         14.7               19.05
Sam Lewis                    69           84.1         74.4                1.45
Sam Mason                     6           42.9         80.1                0.00
Sam McCormack                 5           83.3         29.5                0.00
Sam Tygier                   80           80.8         67.6               11.25
Sam Van Kooten               30          100.0         15.2                6.67
Sambit Panda                823           87.6         26.3               11.66
Samuel St-Jean                1           14.3         61.9                0.00
Samuel Wallan              2573           69.0         13.7               14.89
Santi Hernandez              28          100.0         23.3               14.29
Santi Villalba               27           93.1         70.8                0.00
Santiago M. Mola            116           92.8         23.8                8.62
Sara Fridovich-Keil          84          100.0          5.2                8.33
Saul Ivan Rivas Vega          2          100.0         14.6                0.00
Saurabh Agarwal               6           40.0         49.8               16.67
Scott Calabrese Bart        107          100.0         34.3                3.74
Scott Sievert               447           56.9         51.5                6.71
Scott Sinclair               39           25.0        125.0               12.82
Sean Quinn                   81           87.1         48.3                3.70
Sebastian Berg              280           36.2         55.5                7.50
Sebastian Gassner             9           17.0        120.3                0.00
Sebastian Pucilowski          6           66.7         67.9                0.00
Sebastian Pölsterl          116           58.6         92.9                0.86
Sebastian Skoupý              1          100.0         79.4                0.00
Sebastian Wallkötter         23          100.0          6.7                0.00
Sebastian Werk                1            5.3        128.9                0.00
Sebastiano Vigna            298           46.5         61.0                7.72
Sebastián Vanrell             3          100.0         71.8                0.00
Sergey Koposov                6          100.0         19.6               16.67
Seth Troisi                 747           93.7         20.4               30.52
Shakthi Visagan               1           50.0         22.2              100.00
Shashaank N                 633           96.5         18.5               12.64
Shashank KS                   1          100.0          8.6                0.00
Shauna                       15           93.8         97.0                6.67
Shinya SUZUKI               452           87.1         57.1                2.65
Shubham Mishra               23           92.0         23.7                0.00
Siddhartha Gandhi             1          100.0         60.1                0.00
Siddhesh Poyarekar           39           95.1         27.2                2.56
Simon Gibbons                32           84.2         70.3                6.25
Simon Segerblom Rex          14          100.0         16.7                7.14
Skipper Seabold             645           44.9         96.4                9.30
Smit Lunagariya             635           86.0          2.6                3.31
Smit-create                3733           95.0          3.4                7.90
Sourav Singh                 66           89.2         40.5                0.00
Srikiran                      2           40.0         64.6                0.00
Srikrishna Sekhar            65           29.4         37.1                3.08
Stefan Endres              2792           77.4         38.9               13.83
Stefan Peterson              67           69.1         74.1               11.94
Stefan van der Walt        5238           31.4        123.9                5.21
Stefano Martina               2          100.0         69.4                0.00
Stephan Hoyer               111           89.5         49.3                6.31
Stephen Becker                5          100.0          3.7                0.00
Stephen P Cook               18           66.7         26.7                5.56
Steve Smith                 121           94.5         14.2                3.31
Steven Byrnes                23           79.3         83.1                0.00
Stiaan Gerber                47           92.2         40.3                2.13
Strahinja Lukić              15           93.8         45.6                0.00
Sturla Molden               557            6.3         74.9               15.62
Sumit Binnani                 5           71.4         75.3                0.00
Sundar R                     19          100.0          5.5               15.79
Surhud More                 130           90.3         65.6               13.08
Sven Baars                   53          100.0         13.8                0.00
Svend Vanderveken             5           71.4         64.2                0.00
SyedSaifAliAlvi               1          100.0         35.1                0.00
Sylvain Bellemare             2           66.7         83.7                0.00
Sylvain Gubian              763           66.7         40.0               12.58
Sylwester Arabas              1           50.0         24.5                0.00
Syrtis Major                  3          100.0         35.8                0.00
Sytse Knypstra               14           45.2        105.6               35.71
Søren Fuglede Jørgen        593           63.3         22.0                8.09
Takuya KOUMURA              175           95.6         23.1                8.00
Takuya Oshima                 9           29.0        105.1               11.11
Tavi Nathanson               30           33.3         69.4                0.00
Taylor D. Scott              23           74.2         35.9               21.74
Ted Pudlik                 2829           88.7         73.0                3.50
Ted Ying                     24          100.0         49.5                8.33
Teddy Ort                    35          100.0          5.1                2.86
Terry Davis                 191           97.4         14.5                2.09
Terry Jones                  35          100.0         82.3                0.00
Theodore Hu                  18           94.7         41.8                5.56
Thomas A Caswell             72           96.0         46.6                2.78
Thomas Duvernay              29          100.0          4.4                0.00
Thomas Etherington           17           94.4         43.3                0.00
Thomas Grainger               1          100.0         16.4                0.00
Thomas Hisch                 16           84.2         44.2                6.25
Thomas J. Fan                30          100.0         10.5                3.33
Thomas Keck                 371           68.7         58.9               12.94
Thomas Kluyver               19           79.2         90.3               15.79
Thomas Pingel                81           93.1         60.9                0.00
Thomas Robitaille           289           74.5        116.0                7.61
Thomas Schmelzer              7          100.0         10.0               14.29
Thomas Spura                 14           87.5         96.0                0.00
Thomas Viehmann             116           98.3          4.4               26.72
Thouis (Ray) Jones          295           79.7        122.0                5.42
Tiger Du                      1          100.0          7.1                0.00
Till Hoffmann                26           78.8         21.6                3.85
Tim Cera                    893           69.7         69.1                2.02
Tim Leslie                 2146           35.7        107.3                0.28
Timon                        37           60.7         45.7                0.00
Timothy Willard              14           60.9         42.3                7.14
Tirth Patel                4167           90.1          7.8                9.46
Tiziano Zito                 29           63.0         88.6               13.79
Tobias Biester                1          100.0         20.4                0.00
Tobias Schmidt               19          100.0         83.1                0.00
Todd Jennings              1531           75.2         43.2                7.05
Tom Augspurger                1           12.5         72.0                0.00
Tom Donoghue                  8           88.9         51.7                0.00
Tom Flannaghan               43           22.9         93.3               16.28
Tom Krauss                    7          100.0         42.3                0.00
Tony S. Yu                   17           38.6        117.1                0.00
Tony Xiang                  127           96.2         43.2               39.37
Tor Nordam                   26          100.0          8.8               42.31
Toshiki Kataoka              14          100.0         45.8               21.43
Travis Oliphant           50038           10.9        160.8               28.58
Travis Vaught                 1            0.7        232.7              100.00
Trever Hines               1246           98.4          8.3               11.16
Tyler Dawson                  6          100.0         33.0                0.00
Tyler Reddy                1660           52.9         30.2               14.88
Uri Goren                     3          100.0         45.9                0.00
Utkarsh Upadhyay            126           75.4         72.3               13.49
Uwe Schmitt                  35           43.2        160.3               11.43
Vahan Babayan                 1          100.0         49.3                0.00
Valentine Svensson           19           79.2         91.3                5.26
Vasiliy                      17          100.0         21.3                0.00
Ved Basu                      5          100.0         53.9                0.00
Vedant Rathore                1          100.0         59.7                0.00
Vega Theil Carstense         28           87.5         35.8                0.00
Vicky Close                  14           87.5         50.1               28.57
Victor Stinner                8          100.0         14.3               62.50
Vikas Pandey                  2          100.0         21.0                0.00
Vincent Barrielle            19           63.3         74.9               10.53
Virgile Andreani              4          100.0          1.9               25.00
Vlad                          9          100.0          7.3                0.00
Vladimir Korolev            123           96.9         35.1                9.76
Vladimir Philipenko           1          100.0         14.3              100.00
Vladislav Iakovlev           22          100.0         58.4                0.00
Vladyslav Rachek             88           45.6         20.5                4.55
Vyas Ramasubramani           63           75.0         42.7                3.17
Víctor Zabalza                1          100.0         92.8                0.00
Walter Simson                 1          100.0          5.9                0.00
Warren Weckesser          23434           40.6         78.4               10.79
Weh Andreas                   1          100.0          1.8                0.00
Wes McKinney                  9           75.0        131.5               11.11
Wesley Alves                 66           91.7         20.9                0.00
Will Handley                187           44.6         38.9                6.95
Will Lee                     11           84.6         40.0                9.09
Will Monroe                   5           83.3         76.7                0.00
Will Tirone                  22           88.0         15.8                0.00
William Hickman             111           97.4         27.6                2.70
Xingyu Liu                  446          107.0          6.9                7.62
Yair M                       11          100.0          5.0                0.00
Yaroslav Halchenko            9           13.4        100.4                0.00
Yevhenii Hyzyla               1          100.0         59.2                0.00
Yin Li                        8           42.1         41.0                0.00
Yisheng Qiu                  50           86.2         29.7               12.00
Yoav Ram                      3           75.0         72.9                0.00
Yoshiki Vázquez Baez        237           65.3         79.5               12.66
Yosshi999                    40          100.0          1.9                0.00
Yotam Doron                   7           70.0         94.9                0.00
Yu Feng                    1229           44.7         55.5                9.52
Yun Wang (Maigo)              4          100.0         16.0                0.00
Yurii Shevchuk               19           82.6         61.8                0.00
Yves Delley                   6            8.3         72.5                0.00
Zach Colbert                 36           97.3         18.9                0.00
Zaz Brown                     2          100.0         75.4                0.00
Zhiqing Xiao                 25           83.3         44.2                0.00
Ziyao Zhang                   4          100.0         25.2                0.00
Zé Vinícius                   8           42.1         56.0                0.00
abaecker                    269           62.3        187.3               20.07
aditya                      356          100.0         14.8                2.25
akahard2dj@naver.com         10          100.0         42.7                0.00
akeemlh                      23          100.0          4.2                0.00
alegresor                     1          100.0          5.4                0.00
alex                          5          100.0          3.6                0.00
annesylvie                    2          100.0         55.7                0.00
arcady                        8           50.0         58.5                0.00
ashish                       55           90.2         45.5                0.00
atpage                        1          100.0         40.1                0.00
aypiggott                     3           27.3         57.9                0.00
bdvd                          2          100.0         30.7                0.00
berberto                      3          100.0          7.9                0.00
bobcatCA                      1          100.0          1.3              100.00
caioagiani                    1          100.0          0.1                0.00
chanley                       1            0.1        175.0                0.00
chapochn                      8          100.0         16.8               25.00
christos val                 32           86.5         10.6               15.62
cookedm                     824           11.3        187.0                7.28
cruyffturn                    1          100.0          3.7                0.00
cynthia-rempel              174           80.6         61.8                8.05
dankleeman                   60           58.8         25.3                1.67
devonwp                      22          100.0         18.8               22.73
divenex                      49          100.0         14.9                2.04
drlvk                         1          100.0         61.5                0.00
droussea2001                 16          100.0         11.2               12.50
dwight200                     1          100.0         11.8                0.00
emmi474                      71           75.5         44.0                1.41
felixhekhorn                  1          100.0         23.3                0.00
fo40225                       1          100.0         43.9                0.00
fullung                       3            0.0        177.7                0.00
gbonomib                    376           98.7          9.6               12.23
guiweber                     15          100.0          1.9                6.67
gyu-don                      18           24.7         32.4                5.56
h-vetinari                   90          100.0          3.5               11.11
hagberg                     121           13.3        168.0               23.14
hakeemo                       9          100.0         24.7               22.22
ich                           1          100.0          7.0                0.00
jakirkham                     1          100.0         40.9                0.00
jeanpauphilet                48           66.7         82.6                4.17
jeremie du boisberra          4           80.0         26.0               25.00
jmiller                       3            0.0        201.0                0.00
josephmernst                  7           87.5         41.2                0.00
jtaylor                      50            6.2        113.8               20.00
jtravs                      202            4.8        156.7                3.96
kalash04                     34           97.1         39.0                0.00
krzysztofpioro               23           74.2         23.1                4.35
ktritz                       31           12.6        101.2                0.00
lezcano                       2          100.0          6.7                0.00
lgfunderburk                  8          100.0          8.6                0.00
liam-o-marsh                 70           93.3          8.6                2.86
majiang                       1          100.0          7.9                0.00
melissawm                    24           80.0          8.4               16.67
michaelvmartin15              5           45.5         69.4                0.00
millivolt9                    1          100.0          7.8                0.00
mohmmadd                      3          100.0         44.3                0.00
mszep                         1          100.0        114.3                0.00
naelsondouglas                6          100.0          3.6                0.00
nmarais                      90            7.2        182.7               30.00
nullptr                      26          100.0          3.3                7.69
nwjenkins                    29          100.0         26.6                0.00
odidev                        2           33.3         21.1                0.00
ofirr                         3           30.0         19.9                0.00
ondrej                       91           15.4        176.9               16.48
paugier                       2          100.0          8.6                0.00
pijyoi                        6           66.7         42.1               16.67
pjwerneck                     1           50.0        100.2                0.00
poolio                        2           12.5        100.4                0.00
puenka                        4           66.7         47.2                0.00
rfezzani                     84           53.5         33.9                4.76
roberto                     346           62.8        152.6                9.25
rtshort                      39          390.0         34.6               10.26
serge-sans-paille           270           92.2         11.5               11.85
siddhantwahal                44          100.0          0.7                0.00
skjerns                      11           57.9         36.6                0.00
taoky                        21          100.0         15.1                9.52
tborisow                      1          100.0         27.6                0.00
timbalam                     13           92.9         64.7                7.69
trueprice                    26           65.0        109.4                3.85
tsubota20                     3           75.0          8.4                0.00
tuxcell                      80          100.0         29.9               12.50
tzito                        76           18.9        158.7               11.84
yuanx749                      3          100.0          0.9                0.00
zoj613                      108           99.1         11.0               37.96
Étienne Tremblay              4          100.0         30.4                0.00
秋纫                          8           88.9         11.1                0.00
赵丰 (Zhao Feng)              1          100.0          3.7                0.00
danielskatz commented 2 years ago

@whedon generate pdf from branch joss_studentized_range

whedon commented 2 years ago 
Attempting PDF compilation from custom branch joss_studentized_range. Reticulating splines etc...
whedon commented 2 years ago 
Reference check summary (note 'MISSING' DOIs are suggestions that need verification):

OK DOIs

- None

MISSING DOIs

- 10.2307/3001913 may be a valid DOI for title: Comparing Individual Means in the Analysis of Variance
- 10.2307/2347300 may be a valid DOI for title: Algorithm AS 190: Probabilities and Upper Quantiles for the Studentized Range
- 10.25080/majora-92bf1922-011 may be a valid DOI for title: Statsmodels: Econometric and Statistical Modeling with Python
- 10.21105/joss.01026 may be a valid DOI for title: Pingouin: Statistics in Python

INVALID DOIs

- None
whedon commented 2 years ago

:point_right::page_facing_up: Download article proof :page_facing_up: View article proof on GitHub :page_facing_up: :point_left:

danielskatz commented 2 years ago

From the submitters

Our submission is about:

  • scipy.stats.tukey_hsd, a function that performs Tukey's honestly significant difference (HSD) test for pairwise comparisons of observations from several groups and
  • scipy.stats.studentized_range, a class representing the studentized range distribution, a statistical distribution used in Tukey's HSD test and other post-hoc tests.

tukey_hsd and studentized_range were contributed to the SciPy library and are included in SciPy's latest release, 1.8.0.

We described the development and validation of studentized_range in a "virtual poster", which took the form of a Jupyter notebook, at the SciPy 2021 conference. While the submission was "reviewed by peers" in a sense, this venue differs from typical peer-reviewed publications in that 1) the submission was accepted based only on an abstract, and 2) the reviewers were not selected based on their expertise in the field.

The URL submitted here is to a fork of the SciPy library. The branch containing the paper is "joss_studentized_range" Since the contributions are parts of a much larger library, the following links may be helpful:

danielskatz commented 2 years ago

👋 @mdhaber - Please work on the possibly missing DOIs that whedon suggests, but note that some may be incorrect. Please feel free to make changes to your .bib file, then use the command @whedon check references from branch joss_studentized_range to check again, and the command @whedon generate pdf from branch joss_studentized_range when the references are right to make a new PDF. Whedon commands need to be the first entry in a new comment.

danielskatz commented 2 years ago

@mdhaber - Due to the relatively small amount of code in (https://github.com/scipy/scipy/blob/5d0c1b8c55cb16c25060772966c0d179beea3ccf/scipy/stats/_hypotests.py#L2201-L2382 & https://github.com/scipy/scipy/blob/5d0c1b8c55cb16c25060772966c0d179beea3ccf/scipy/stats/_continuous_distns.py#L8957-L9141, the editors will now discuss if it meets the substantial scholarly effort criterion for review by JOSS. You should hear back in a week or so.

danielskatz commented 2 years ago

@whedon query scope

whedon commented 2 years ago

Submission flagged for editorial review.

mdhaber commented 2 years ago

@danielskatz Thanks for taking a look! Those are the public functions, but they are only a fraction of the code and documentation. Here are a few other notable portions of the project that were merged into SciPy.

https://github.com/scipy/scipy/blob/1cfbdbc33ab670eb882713d6220462250ca531c4/scipy/stats/tests/test_hypotests.py#L1973-L2213 https://github.com/scipy/scipy/blob/1cfbdbc33ab670eb882713d6220462250ca531c4/scipy/stats/_stats.pyx#L516-L623 https://github.com/scipy/scipy/blob/1cfbdbc33ab670eb882713d6220462250ca531c4/scipy/stats/tests/test_distributions.py#L5097-L5236 https://github.com/scipy/scipy/blob/1cfbdbc33ab670eb882713d6220462250ca531c4/scipy/stats/tests/studentized_range_mpmath_ref.py#L1-L252

I think that the PRs scipy/scipy#13732 and scipy/scipy#13002 give a more complete picture of the scope: between the two, there are nearly 200 commits and more than 350 comments over the course of about a year. Even this hides work that was not committed to the two branches, from this rough gist that started the project, through days-worth of Zoom meetings between the three authors, to the extensive computer experiments (e.g. some results here) we did to test the accuracy of the finished code.

It looks like citations and usages may also be considered. Besides our Tukey's HSD test and underlying studentized range distribution being merged into SciPy, which has a very wide user base, both Pingouin and statsmodels recently adopted our implementation of the studentized range distribution (raphaelvallat/pingouin#229 and statsmodels/statsmodels#8035).

Thanks for considering this!

mdhaber commented 2 years ago

@whedon check references from branch joss_studentized_range

whedon commented 2 years ago 
Attempting to check references... from custom branch joss_studentized_range
whedon commented 2 years ago 
Reference check summary (note 'MISSING' DOIs are suggestions that need verification):

OK DOIs

- 10.2307/3001913 is OK
- 10.2307/2347300 is OK
- 10.1038/s41592-019-0686-2 is OK
- 10.25080/majora-92bf1922-011 is OK
- 10.21105/joss.01026 is OK
- 10.25080/majora-1b6fd038-01e is OK

MISSING DOIs

- None

INVALID DOIs

- None
mdhaber commented 2 years ago

@whedon generate pdf from branch joss_studentized_range

whedon commented 2 years ago 
Attempting PDF compilation from custom branch joss_studentized_range. Reticulating splines etc...
whedon commented 2 years ago

:point_right::page_facing_up: Download article proof :page_facing_up: View article proof on GitHub :page_facing_up: :point_left:

arfon commented 2 years ago

@editorialbot invite @mikldk as editor

editorialbot commented 2 years ago

Invitation to edit this submission sent!

arfon commented 2 years ago

:wave: @mikldk – would you be willing to edit this submission for JOSS?

mikldk commented 2 years ago

@editorialbot assign me as editor

editorialbot commented 2 years ago

Assigned! @mikldk is now the editor

mikldk commented 2 years ago

@mdhaber - thank you for the submission.

A few minor requests:

Do you have any suggestions for reviewers (here is a list of potential reviewers) - please do not tag (@) anyone yet?

mdhaber commented 2 years ago

Thanks for editing @mikldk, and sure thing.

The footnotes were "co-first author" and "corresponding author", right? If so, perhaps the example here could be updated with those suggestions, too? LMK if you'd like me to submit a PR!

These reviewers seem appropriate due to their interest in statistics and statistical/scientific computing with Python as a preferred language: tylerwmarrs, ali-ramadhan and those with Python as an "Other Programming Language": chlalanne, mcavs, matbesancon Also, with interest in statistics and Python as a preferred language: acolum, stensy, stulacy, Nazeeefa, tleonardi, dsurujon, No and those with Python as an "Other Programming Language": Jminnier, nhejazi, franjoim, cpalmer718, tomfaulkenberry, jean997

mdhaber commented 2 years ago

@whedon generate pdf from branch joss_studentized_range

editorialbot commented 2 years ago

My name is now @editorialbot

mdhaber commented 2 years ago

@editorialbot generate pdf from branch joss_studentized_range

editorialbot commented 2 years ago

I'm sorry human, I don't understand that. You can see what commands I support by typing:

@editorialbot commands

mdhaber commented 2 years ago

@editorialbot commands

editorialbot commented 2 years ago

Hello @mdhaber, here are the things you can ask me to do:


# List all available commands
@editorialbot commands

# Get a list of all editors's GitHub handles
@editorialbot list editors

# Check the references of the paper for missing DOIs
@editorialbot check references

# Perform checks on the repository
@editorialbot check repository

# Adds a checklist for the reviewer using this command
@editorialbot generate my checklist

# Set a value for branch
@editorialbot set joss-paper as branch

# Generates the pdf paper
@editorialbot generate pdf

# Get a link to the complete list of reviewers
@editorialbot list reviewers
mdhaber commented 2 years ago

@editorialbot set joss_studentized_range as branch

editorialbot commented 2 years ago

Done! branch is now joss_studentized_range

mdhaber commented 2 years ago

@editorialbot generate pdf

editorialbot commented 2 years ago

:point_right::page_facing_up: Download article proof :page_facing_up: View article proof on GitHub :page_facing_up: :point_left:

arfon commented 2 years ago

The footnotes were "co-first author" and "corresponding author", right? If so, perhaps the example here could be updated with those suggestions, too? LMK if you'd like me to submit a PR!

We should probably fix those (PRs welcome!). I'd prefer that we use a capital first letter too.

mikldk commented 2 years ago

@editorialbot generate pdf

editorialbot commented 2 years ago

:point_right::page_facing_up: Download article proof :page_facing_up: View article proof on GitHub :page_facing_up: :point_left:

mikldk commented 2 years ago

@tylerwmarrs, @ali-ramadhan: Would you be interested in reviewing this submission to The Journal of Open Source Software? Reviews are open and based on a checklist. The reviewer guidelines are available here: https://joss.readthedocs.io/en/latest/reviewer_guidelines.html. If you have any questions or concerns please let me know.

mikldk commented 2 years ago

@chlalanne, @mcavs, @matbesancon: Would you be interested in reviewing this submission to The Journal of Open Source Software? Reviews are open and based on a checklist. The reviewer guidelines are available here: https://joss.readthedocs.io/en/latest/reviewer_guidelines.html. If you have any questions or concerns please let me know.

mikldk commented 2 years ago

@tylerwmarrs, @ali-ramadhan, @chlalanne, @mcavs, @matbesancon: Would you be interested in reviewing this submission to The Journal of Open Source Software? Reviews are open and based on a checklist. The reviewer guidelines are available here: https://joss.readthedocs.io/en/latest/reviewer_guidelines.html. If you have any questions or concerns please let me know.

mcavs commented 2 years ago

@mikldk I am interested.

mikldk commented 2 years ago

@editorialbot add @mcavs as reviewer

editorialbot commented 2 years ago

@mcavs added to the reviewers list!

mikldk commented 2 years ago

@mdhaber Can you please suggest two more potential reviewers?

mdhaber commented 2 years ago

Sure: acolum, stensy. There are several more above if needed.

mikldk commented 2 years ago

@acolum, @stensy: Would you be interested in reviewing this submission to The Journal of Open Source Software? Reviews are open and based on a checklist. The reviewer guidelines are available here: https://joss.readthedocs.io/en/latest/reviewer_guidelines.html. If you have any questions or concerns please let me know.