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DATE 2017-06-01

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Key: Value:

Key: Value:

MESSAGE
DATE 2017-06-02
FROM Ruben Safir
SUBJECT Subject: [Hangout - NYLXS] Neural Sciences and Coding
http://www.nature.com/neuro/journal/v20/n6/full/nn.4550.html

Toward standard practices for sharing computer code and programs in
neuroscience

Stephen J Eglen1, Ben Marwick2, Yaroslav O Halchenko3, Michael
Hanke4, 5, Shoaib Sufi6, Padraig Gleeson7, R Angus Silver7, Andrew P
Davison8, Linda Lanyon9, Mathew Abrams9, Thomas Wachtler10, David J
Willshaw11, Christophe Pouzat12, Jean-Baptiste Poline13,

Affiliations
Corresponding authors

Nature Neuroscience
20,
770–773
(2017)
doi:10.1038/nn.4550

Published online
25 May 2017

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Computational techniques are central in many areas of neuroscience and
are relatively easy to share. This paper describes why computer programs
underlying scientific publications should be shared and lists simple
steps for sharing. Together with ongoing efforts in data sharing, this
should aid reproducibility of research.
Subject terms:

Neuroscience
Scientific community

Many areas of neuroscience are now critically dependent on computational
tools to help understand the large volumes of data being created.
Furthermore, computer models are increasingly being used to help predict
and understand the function of the nervous system. Many of these
computations are complex and usually cannot be concisely reported in the
methods section of a scientific article. In a few areas there are widely
used software packages for analysis (for example, SPM, FSL, AFNI,
FreeSurfer and Civet in neuroimaging) or simulation (for example,
NEURON, NEST, Brian). However, we often write new computer programs to
solve specific problems in the course of our research. Some of these
programs may be relatively small scripts that help analyze all of our
data, and these rarely get described in papers. As authors, how best can
we maximize the chances that other scientists can reproduce our
computations, find errors or reuse our methods on their data? Is our
research reproducible1?

To date, the sharing of computer programs underlying neuroscience
research has been the exception (see below for some examples) rather
than the rule. However, there are many potential benefits to sharing
these programs, including increased understanding and reuse of your
work. Furthermore, open source programs can be scrutinized and improved,
whereas the functioning of closed source programs remains forever
unclear2. Funding agencies, research institutes and publishers are all
gradually developing policies to reduce the withholding of computer
programs relating to research3. The Nature family of journals has
published opinion pieces in favor of sharing whatever code is available,
in whatever form4, 5. Since October 2014, all Nature journals require
papers to include a statement declaring whether the programs underlying
central results in a paper are available. In April 2015, Nature
Biotechnology offered recommendations for providing code with papers and
began asking referees to give feedback on their ability to test code
that accompanies submitted manuscripts6. In July 2015, F1000Research
stated that “software papers describing non-open software, code and/or
web tools will be rejected”7. Also in July 2015, BioMed Central
introduced a minimum-standards-of-reporting checklist for BMC
Neuroscience and several other journals, requiring submissions to
include a code availability statement and for code to be cited using a
DOI or similar unique identifier8. We believe that all journals should
adopt policies that strongly encourage or even mandate the sharing of
software relating to journal publications, as this is the only practical
way to check the validity of the work.
What should be shared?

It may not be obvious what to share, especially for complex projects
with many collaborators. As advocated by Claerbout9 and Donoho10, for
computational sciences, the scholarship is not the article; the
“scholarship is the complete software [...]”10. So, ideally, we should
share all code and data needed to allow others to reproduce our work,
but this may not be possible or practical. However, it is expected that
the key parts of the work should be shared, for example, implementations
of novel algorithms or analyses. At a minimum, we suggest following the
recommendation of submission of work to ModelDB11, i.e., to share enough
code, data and documentation to allow at least one key figure from your
manuscript to be reproduced. However, by adopting appropriate software
tools, as described in the next section, it is now relatively
straightforward to share the materials required to regenerate all
figures and tables. Code that already exists, is well tested and
documented, and is reused in the analysis should be cited. Ideally, all
other code should be communicated, including code that performs simple
preprocessing or statistical tests and code that deals with local
computing issues such as hardware and software configurations. While
this code may not be reusable, it will help others understand how
analyses are performed, find potential mistakes and aid reproducibility.
Finally, if the work is computationally intensive and requires a long
time to run (for example, many weeks), one may prefer to provide a small
'toy' example to demonstrate the code.

By getting into the habit of sharing as much as possible, not only do we
help others who wish to reproduce our work (which is a basic tenet of
the scientific method), we will be helping other members of our
laboratory or even ourselves in the future. By sharing our code
publicly, we are more likely to write higher-quality code12, and we will
know where to find it after we have moved on from the project13, rather
than having the code disappear on a colleague's laptop when they leave
your group or suffer some misfortune14. We also will be part of a
community and benefit from the code shared by others, thus reducing
software development time for ourselves and others.
Simple steps to help you share code

Once you have decided what to share, here are some simple guidelines for
how to share the work. Ideally, these principles should be followed
throughout the lifetime of the research project, not just at the end
when we wish to publish our results. Guidelines similar to these have
been proposed in many areas of science15, 16, 17, suggesting that they
are part of norms that are emerging across disciplines. In the 'Further
reading' section (Box 1), we list some specific proposals from other
fields that expand on the guidelines we suggest here. Box 2 describes
several online communities for discussing issues around code sharing.
--
So many immigrant groups have swept through our town
that Brooklyn, like Atlantis, reaches mythological
proportions in the mind of the world - RI Safir 1998
http://www.mrbrklyn.com

DRM is THEFT - We are the STAKEHOLDERS - RI Safir 2002
http://www.nylxs.com - Leadership Development in Free Software
http://www2.mrbrklyn.com/resources - Unpublished Archive
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but incompatible with living as a free human being. -RI Safir 2013
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  1. 2017-06-02 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Neural Sciences and Coding
  2. 2017-06-02 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Neural Sciences and Coding
  3. 2017-06-02 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Blue Colar Coders
  4. 2017-06-03 Rick Moen <rick-at-linuxmafia.com> Subject: [Hangout - NYLXS] (forw) Re: [skeptic] FWD: Fleeing the Paris
  5. 2017-06-03 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Movie of the Weeks
  6. 2017-06-04 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] If you see something, say something!
  7. 2017-06-05 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Healthcare coding
  8. 2017-06-05 Gabor Szabo <gabor-at-szabgab.com> Subject: [Hangout - NYLXS] [Perlweekly] #306 - Perl 5.26.0 is now available!
  9. 2017-06-05 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Project for PhP business app
  10. 2017-06-06 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] github thread with RMS
  11. 2017-06-05 James E Keenan <jkeenan-at-pobox.com> Subject: [Hangout - NYLXS] TPC::NA::2017: Propose lightning talks
  12. 2017-06-05 James E Keenan <jkeenan-at-pobox.com> Subject: [Hangout - NYLXS] TPC 2017 schedule has been posted; Registration;
  13. 2017-06-05 Glenn Randers-Pehrson <glennrp-at-gmail.com> Subject: [Hangout - NYLXS] [png-mng-implement] Off-by-one bug in libpng16
  14. 2017-06-06 mrbrklyn <mrbrklyn-at-panix.com> Subject: [Hangout - NYLXS] London lowdown
  15. 2017-06-06 mrbrklyn <mrbrklyn-at-panix.com> Re: [Hangout - NYLXS] [png-mng-implement] Off-by-one bug in
  16. 2017-06-06 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout - NYLXS] London lowdown
  17. 2017-06-06 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout - NYLXS] London lowdown
  18. 2017-06-06 ISOC-NY announcements <announce-at-lists.isoc-ny.org> Subject: [Hangout - NYLXS] =?utf-8?q?=5Bisoc-ny=5D_Call_for_Proposals_?=
  19. 2017-06-06 Glenn Randers-Pehrson <glennrp-at-gmail.com> Subject: [Hangout - NYLXS] [png-mng-implement] libpng-1.6.30beta04 is
  20. 2017-06-06 andy bang <andy.bang-at-oracle.com> Subject: [Hangout - NYLXS] MySQL Enterprise Monitor 3.4.1 has been released
  21. 2017-06-07 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Fwd: tx path circular buffer
  22. 2017-06-07 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] reactjs
  23. 2017-06-07 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Midevil Castles, the Maginot Line, and now this
  24. 2017-06-07 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] The Foreign Policy Faliure that keeps on giving
  25. 2017-06-07 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout - NYLXS] The Foreign Policy Faliure that keeps on
  26. 2017-06-07 Ruben Safir <mrbrklyn-at-panix.com> Subject: [Hangout - NYLXS] The Inevitable Connection Between Artificial
  27. 2017-06-07 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Survailence Cameras on the cloud
  28. 2017-06-07 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] AI and surveillance
  29. 2017-06-07 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] ISIS may be using DJI consumer drones for
  30. 2017-06-07 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Snowden
  31. 2017-06-07 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] US envoy Haley berates UN rights council,
  32. 2017-06-07 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout - NYLXS] London lowdown
  33. 2017-06-07 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout - NYLXS] London lowdown
  34. 2017-06-07 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout - NYLXS] London lowdown
  35. 2017-06-07 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout - NYLXS] London lowdown
  36. 2017-06-07 Greg KH <greg-at-kroah.com> Re: [Hangout - NYLXS] tx path circular buffer
  37. 2017-06-07 ruth02-at-web.de Re: [Hangout - NYLXS] [Hangout of NYLXS] - Rick M girlfriend in news
  38. 2017-06-07 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout - NYLXS] [Hangout of NYLXS] - Rick M girlfriend in news
  39. 2017-06-07 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout - NYLXS] [Hangout of NYLXS] - Rick M girlfriend in news
  40. 2017-06-07 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout - NYLXS] [Hangout of NYLXS] - Rick M girlfriend in news
  41. 2017-06-07 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout - NYLXS] [Hangout of NYLXS] - Rick M girlfriend in news
  42. 2017-06-07 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Human rights and the UN
  43. 2017-06-08 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout - NYLXS] [Hangout of NYLXS] - Rick M girlfriend in news
  44. 2017-06-08 mrbrklyn <mrbrklyn-at-panix.com> Subject: [Hangout - NYLXS] CT Scans and 3d printing
  45. 2017-06-08 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout - NYLXS] [Hangout of NYLXS] - Rick M girlfriend in news
  46. 2017-06-08 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] the surveillance state
  47. 2017-06-08 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] resume google trick
  48. 2017-06-08 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Coding Repos
  49. 2017-06-08 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout - NYLXS] [Hangout of NYLXS] : Debian derivative that
  50. 2017-06-08 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout - NYLXS] [Hangout of NYLXS] : Debian derivative that
  51. 2017-06-09 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout - NYLXS] [Hangout of NYLXS] : Debian derivative that
  52. 2017-06-09 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout - NYLXS] [Hangout of NYLXS] - Rick M girlfriend in news
  53. 2017-06-09 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout - NYLXS] [Hangout of NYLXS] : Debian derivative that
  54. 2017-06-09 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout - NYLXS] [Hangout of NYLXS] - Rick M girlfriend in news
  55. 2017-06-09 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout - NYLXS] [Hangout of NYLXS] : Debian derivative that
  56. 2017-06-09 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Abbott Scam
  57. 2017-06-09 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout - NYLXS] Abbott Scam
  58. 2017-06-09 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout - NYLXS] Abbott Scam
  59. 2017-06-09 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout - NYLXS] Abbott Scam
  60. 2017-06-09 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout - NYLXS] Abbott Scam
  61. 2017-06-10 ruth02-at-web.de Re: [Hangout - NYLXS] [Hangout of NYLXS] - Rick M girlfriend in
  62. 2017-06-10 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout - NYLXS] [Hangout of NYLXS] - Rick M girlfriend in
  63. 2017-06-10 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Movie of the Week
  64. 2017-06-10 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Abbott Scam
  65. 2017-06-10 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout - NYLXS] Abbott Scam
  66. 2017-06-11 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout - NYLXS] Abbott Scam
  67. 2017-06-11 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout - NYLXS] Abbott Scam
  68. 2017-06-11 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout - NYLXS] Abbott Scam
  69. 2017-06-11 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout - NYLXS] Abbott Scam
  70. 2017-06-11 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout - NYLXS] Abbott Scam
  71. 2017-06-11 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout - NYLXS] Abbott Scam
  72. 2017-06-11 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout - NYLXS] Abbott Scam - tightening the nose on the
  73. 2017-06-11 Ruben Safir <mrbrklyn-at-panix.com> Subject: [Hangout - NYLXS] PBMs and Rebates... lets not just blame Abbott
  74. 2017-06-11 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout - NYLXS] PBMs and Rebates... lets not just blame Abbott
  75. 2017-06-11 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout - NYLXS] PBMs and Rebates... lets not just blame Abbott
  76. 2017-06-11 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout - NYLXS] PBMs and Rebates... lets not just blame Abbott
  77. 2017-06-11 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout - NYLXS] PBMs and Rebates... lets not just blame Abbott
  78. 2017-06-11 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout - NYLXS] PBMs and Rebates... lets not just blame Abbott
  79. 2017-06-11 Ruben Safir <mrbrklyn-at-panix.com> Subject: [Hangout - NYLXS] Abbotts lies in its markets
  80. 2017-06-11 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout - NYLXS] Abbott Scam
  81. 2017-06-11 Ruben Safir <mrbrklyn-at-panix.com> Subject: [Hangout - NYLXS] Time to end the kickbacks and the control
  82. 2017-06-11 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout - NYLXS] Time to end the kickbacks and the control
  83. 2017-06-11 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout - NYLXS] Abbott Scam
  84. 2017-06-11 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout - NYLXS] Abbott Scam
  85. 2017-06-11 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Fwd: Re: mod_perl and cgi-script handler
  86. 2017-06-11 From: "Ruben.Safir" <ruben.safir-at-my.liu.edu> Subject: [Hangout - NYLXS] Language Workshops
  87. 2017-06-11 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Suplementry IT training
  88. 2017-06-11 Ruben Safir <mrbrklyn-at-panix.com> Subject: [Hangout - NYLXS] we'll always have Paris
  89. 2017-06-12 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout - NYLXS] Abbott Scam: Wow. Ruben is pretty hot on this
  90. 2017-06-11 Gabor Szabo <gabor-at-szabgab.com> Subject: [Hangout - NYLXS] [Perlweekly] #307 - The Perl Conference is nearly
  91. 2017-06-12 From: "APhA's Pharmacy Today" <PTdaily-at-aphanet.org> Subject: [Hangout - NYLXS] =?utf-8?q?June_12=2C_2017=3A_Opioid_Crisis_Comp?=
  92. 2017-06-12 From: "soledad.esteban" <soledad.esteban-at-icp.cat> Subject: [Hangout - NYLXS] [dinosaur] International course on Scientific
  93. 2017-06-13 From: "Chaim Desser" <career-at-poelgroup.com> Subject: [Hangout - NYLXS] position to review
  94. 2017-06-13 James E Keenan <jkeenan-at-pobox.com> Subject: [Hangout - NYLXS] TPC here and there
  95. 2017-06-14 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] busy today with corruption on linkedin
  96. 2017-06-15 From: "Yi Qian, IEEE ICC'18 TPC Chair" <noreply-at-comsoc.org> Subject: [Hangout - NYLXS] IEEE ICC'18 Call for Workshop Proposals &
  97. 2017-06-17 ruth02-at-web.de Re: [Hangout - NYLXS] [Hangout of NYLXS] - Guarantee- I am not in
  98. 2017-06-19 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] MTA extortion
  99. 2017-06-19 Mark Halegua <phantom21-at-mindspring.com> Re: [Hangout - NYLXS] MTA extortion
  100. 2017-06-19 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Jobs
  101. 2017-06-20 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Jobs
  102. 2017-06-20 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Movie of the Week
  103. 2017-06-23 Kevin Zheng <kevinz5000-at-gmail.com> Subject: [Hangout - NYLXS] [crossfire] Release proposal
  104. 2017-06-23 Mark Wedel <mwedel-at-sonic.net> Re: [Hangout - NYLXS] [crossfire] Release proposal
  105. 2017-06-23 Rick Tanner <leaf-at-real-time.com> Re: [Hangout - NYLXS] [crossfire] Release proposal
  106. 2017-06-23 Kevin Zheng <kevinz5000-at-gmail.com> Re: [Hangout - NYLXS] [crossfire] Release proposal
  107. 2017-06-23 Kevin Zheng <kevinz5000-at-gmail.com> Re: [Hangout - NYLXS] [crossfire] Release proposal
  108. 2017-06-23 Matthew Giassa <matthew-at-giassa.net> Re: [Hangout - NYLXS] [crossfire] Release proposal
  109. 2017-06-23 Preston Crow <pc-crossfire06-at-crowcastle.net> Subject: [Hangout - NYLXS] [crossfire] Crossfire maps idea
  110. 2017-06-23 David Hurst <davidnicholashurst-at-gmail.com> Re: [Hangout - NYLXS] [crossfire] Release proposal
  111. 2017-06-23 Rick Tanner <leaf-at-real-time.com> Re: [Hangout - NYLXS] [crossfire] Release proposal
  112. 2017-06-23 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout - NYLXS] [crossfire] Release proposal
  113. 2017-06-23 From: "Meaningful Beauty" <MeaningfulBeauty-at-islerpatto.stream> Subject: [Hangout - NYLXS] Youthful looking Skin + Free-Shipping
  114. 2017-06-23 David Hurst <davidnicholashurst-at-gmail.com> Re: [Hangout - NYLXS] [crossfire] Release proposal
  115. 2017-06-25 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] TED on the threat of AI in the Military
  116. 2017-06-26 Gabor Szabo <gabor-at-szabgab.com> Subject: [Hangout - NYLXS] [Perlweekly] #309 - csvgrep and the recipe for
  117. 2017-06-26 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Fishing images
  118. 2017-06-26 opensuse-security-at-opensuse.org Subject: [Hangout - NYLXS] [security-announce] SUSE-SU-2017:1669-1:
  119. 2017-06-26 opensuse-security-at-opensuse.org Subject: [Hangout - NYLXS] [security-announce] openSUSE-SU-2017:1685-1:
  120. 2017-06-26 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout - NYLXS] Fishing images
  121. 2017-06-26 Rick Tanner <leaf-at-real-time.com> Re: [Hangout - NYLXS] [crossfire] Release proposal
  122. 2017-06-26 Rick Tanner <leaf-at-real-time.com> Subject: [Hangout - NYLXS] [crossfire] Expanded World Map (was: Release
  123. 2017-06-26 Rick Tanner <leaf-at-real-time.com> Re: [Hangout - NYLXS] [crossfire] Crossfire maps idea
  124. 2017-06-27 From: "S." <sman356-at-yahoo.com> Subject: [Hangout - NYLXS] Score: 9 - 0 ! WIN ! on SCOTUS
  125. 2017-06-23 From: "NYU Langone Careers" <nyumccareers-at-symphonytalent.com> Subject: [Hangout - NYLXS] Follow up from NYU Langone Medical Center
  126. 2017-06-28 Ruben Safir <mrbrklyn-at-panix.com> Subject: [Hangout - NYLXS] family in need
  127. 2017-06-28 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] A train derailment
  128. 2017-06-28 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout - NYLXS] A train derailment
  129. 2017-06-28 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Must See website
  130. 2017-06-28 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout - NYLXS] A train derailment
  131. 2017-06-28 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] Fwd: [manjaro-general] Manjaro-Architect ISO
  132. 2017-06-29 ruben <ruben-at-mrbrklyn.com> Subject: [Hangout - NYLXS] time to put down the phone
  133. 2017-06-29 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout - NYLXS] Lottery programmer rigs systems in 4 states,
  134. 2017-06-30 Ruben Safir <mrbrklyn-at-panix.com> Subject: [Hangout - NYLXS] Dinosaur found in Amber

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