Hi Deb,

Holly Bik and I ran a workshop recently (first in a series of three) that 
focused on building viz implementations that Just Work (because they’re on 
binder) — check ‘em out!

https://speeding-up-science-workshops.github.io/speeding-up-science/

Some examples:

https://speeding-up-science-workshops.github.io/speeding-up-science/initial-viz-barcoding/
code https://github.com/janelucas/NMDS

https://speeding-up-science-workshops.github.io/speeding-up-science/mag-stats/
https://github.com/housw/MAGstats-binder

best,
—titus

> On May 15, 2019, at 10:08 AM, Deborah Paul <[email protected]> wrote:
> 
> Yes Marianne,
> 
> You did get the scope. I'm thinking of ways in which we can promote / develop 
> tools that make visual data exploration easier / and more accessible. Not 
> even necessarily "analysis", but more like "discovery."
> 
> Perhaps a new thread if others want to discuss.
> Deb
> 
> On 2019-05-15 10:19 AM, Marianne Corvellec wrote:
>> Hi Deb,
>> 
>> Yes, maybe we should start a new thread, if you want to discuss data 
>> visualization in the context of exploratory data analysis (EDA).
>> 
>> Of course, you may personally (or, as an organization, internally) want to 
>> make your EDA reproducible.  Then, you may have many many (versioned) 
>> notebooks containing many many statistical summaries, plots, and lines of 
>> code which don't end up in (or even relate to) the final "publication" 
>> (paper, web app, or anything in between).
>> 
>> But if we are talking about reproducible research, I can't see any 
>> reproducibility requirement pertaining to the visualization tools which were 
>> used, at some point and by someone, and led, directly or indirectly, to the 
>> insights which motivated a given study.  You want the actual study to be 
>> reproducible.
>> 
>> Did I get the "scope" of your question? ;)
>> 
>> Best,
>> Marianne
>> 
>> On May 15, 2019 3:52 PM, "Deborah Paul" <[email protected]> wrote:
>> Hi All,
>> Perhaps off-topic (sorry), but then if what Marianne has out-lined here 
>> represents the "scope"  of this Visualization as part of Reproducibility 
>> effort,
>> 
>> 
>> On 2019-05-15 9:11 AM, Marianne Corvellec wrote:
>> > I get that Visualisation only refers to a means of communicating 
>> > results (and not to a means of exploring data).
>> Where do Visualization tools that help us explore data, fit in? We need
>> these.
>> 
>> Thanks,
>> Deb
>> 
>> --
>> -- Upcoming iDigBio Events https://www.idigbio.org/calendar
>> -- Deborah Paul, iDigBio Digitization and Workforce Training Specialist
>> iDigBio -- Steering Committee Member
>> SPNHC Liaison, Member-At-Large and Member International Relations Committee
>> SYNTHESYS3 Representative, ICEDIG External Advisory Board Member
>> Vice Chair, Biodiversity Information Standards Organisation (TDWG)(2019-2020)
>> Institute for Digital Information, 234 LSB
>> Florida State University
>> Tallahassee, Florida 32306
>> 850-644-6366
>> 
> 
> -- 
> -- Upcoming iDigBio Events 
> https://www.idigbio.org/calendar
> 
> -- Deborah Paul, iDigBio Digitization and Workforce Training Specialist
> iDigBio -- Steering Committee Member
> SPNHC Liaison, Member-At-Large and Member International Relations Committee
> SYNTHESYS3 Representative, ICEDIG External Advisory Board Member
> Vice Chair, Biodiversity Information Standards Organisation (TDWG)(2019-2020)
> Institute for Digital Information, 234 LSB
> Florida State University
> Tallahassee, Florida 32306
> 850-644-6366
> 
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