from data to software - supporting reproducible research · 2019-11-07 · software and platforms:...
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From data to software - supporting reproducible research
Research Support Community Day 2019
Matthias LiffersLiz Stokes
24/05/2019
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ARDC is a transformational sector-wide initiative, working with partners to
build a coherent national and collaborative research data commons.
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Coordination and coherence: Facilitating an Australian research data commons.
People and policy: Transforming culture and community.
Data and services: Maximising the value of Australia’s data assets.
Software and platforms: Enabling research insights and supporting collaboration.
Storage and compute: Providing foundation infrastructure.
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ARDC strat
Without software, modern research would not be possible.
Hettrick 2016http://repository.jisc.ac.uk/6332/
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Nangia & Katz (2017)
https://doi.org/10.6084/m9.figshare.5328442.v3
Katz & Chue Hong (2018)
http://doi.org/10.1007/978-3-319-96418-8_34
Use 90% 95%Cannot continue without
70% 63%
A study is reproducible if you can take the original data and the computer code used
to analyze the data and reproduce all of the numerical findings from the study.
Peng 2016https://simplystatistics.org/2016/08/24/replication-crisis/
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For the purposes of this policy, data include, but are not limited to, the following:
● Data used to generate, or be displayed in, figures, graphs, plots, videos, animations, or
tables in a paper.
● New protocols or methods used to generate the data in a paper.
● New code/computer software used to generate results or analyses reported in the paper.
● Derived data products reported or described in a paper.
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American Geophysical Union
https://publications.agu.org/author-resource-center/publication-policies/data-policy/
Authors must make available upon request, to editors and reviewers, any previously
unreported custom computer code or algorithm used to generate results that are
reported in the paper and central to its main claims. Any reason that would
preclude the need for code or algorithm sharing will be evaluated by the editors who
reserve the right to decline the paper if important code is unavailable.
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Nature
https://www.nature.com/authors/policies/availability.html#code
Who do we engage on this topic?
Who are our allies and audience?
(Who did we engage about data?)
https://tinyurl.com/rscdayworkshop
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Shall we play a game?
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https://doi.org/10.4225/08/5a6156e250aec https://doi.org/10.4225/08/57D107A45075D
Credit where credit’s due
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http://doi.org/10.25917/5b3dc6bb7bb70https://doi.org/10.5281/zenodo.605791
https://doi.org/10.6084/m9.figshare.1004727.v5
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What skills do you already have that could be applied to this?
What resources and training do you think you might need?
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CONTACT
Level 2, AIBN (Building 75)Brisbane QLD 4072AUSTRALIA
+61 7 3365 [email protected] ardc.edu.au