Top Tweets for #LinkedReproducibility
@juanluisback @readthedocs @ericholscher @TimBL @id Here's my #LinkedReproducibility Project Board with lots of random cards that I should re-work into an action plan for enabling the @ProjectJupyter /Sphinx/Jupyter-book/PyData/ @numfocus #STEM communities to publish #LinkedData and #LinkedMetaAnalyses: https://t.co/flJYBlhNhM
"Creating a future infrastructure for notebooks to be submitted and peer-reviewed"
> What is a Journal? What value do Journals provide?
> How can Journals and Notebooks merge to become supreme Notebook-hosting Journals?
https://t.co/dSsderdxSn #LinkedReproducibility
@ProjectJupyter - Supporting #LinkedResearch "publishing" w/for journals.
- Promoting reproducibility (#REES,)
#LinkedReproducibility
- Promoting data reusability. (How do I indicate that this is a ScholarlyArticle predicated upon premises including this DataSet and these logical propositions?)
@rasbt @betatim @DougBlank @JuliusBusecke There should be structured data schema (RDFS/OWL) for expressing all of the data relations described by this checklist.
#LinkedReproducibility
https://t.co/oaY29FWvrD
/? from:me "meta" https://t.co/vAyKIpUKxt
#nbmeta
… A template Jupyter notebook with objects that _repr_jsonld_
@kidehen @danbri @timberners_lee @w3c @Twitter B wants to build a meta analysis: to collect a # of ScholarlyArticles and Dataset DataDownloads; review study controls and data; merge, join, & concatenate Datasets if appropriate, and inductively or deductively infer a conclusion and suggestions for further studies of variance
@yaringal With linked data (#RDFa/#JSONLD), we could create edges (qualified reified relations) between studies in a #StudyGraph.
Unfortunately, LaTeX and PDF do not support structured data.
#LinkedReproducibility #nbmeta
https://t.co/6uZIiYRbmo
All still vaporware:
#bambu, #pandasrdf
.meta
#nbmeta
#StructuredPremises
#LinkedReproducibility
But #CSVW is real. https://t.co/fWHtHZQQVz
(to define essentially aux. RDFS/OWL schema/maps for CSV and up), w/
a uri, labels, datatypes, physical qty/unit/currency, derivation #prov
#MetaResearch #LinkedReproducibility
- standard form 4 study abstract, data, premises, conclusions
#JSONLD > #RDFa
https://t.co/z8XpJuRevU
#jsonld_odict=#OrderedDict(#JSONLD)
rdfa2ttl(jinja2.template.render(#RDFa_tmpl.jinja, context=#jsonld_odict)) == jsonld2ttl(#jsonld_odict)
TIL about #LinkedReproducibility:
#LinkedData + #Reproducibility => #LinkedReproducibility
https://t.co/MkvLZLzgAx
#DataScience
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