Build your own universe

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<h1>Build your own universe</h1>
<p>Scale high-quality research data provisioning with R packages</p>
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.b[Travis Gerke] .gray-2[&commat;travisgerke] <br> .b[Garrick Aden-Buie]  .gray-2[&commat;grrrck]
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<span>.small[.blue-medium[Moffitt Cancer Center]]</span>
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<div class="talk-date">August 28, 2020</div>
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Thanks to the amazing organizers of R/Medicine! Intro self.

This is a co-presented talk with Garrick Aden-Buie; I'll hand off to him at the conclusion of my slides

Since I do not own the last slide, I'll inject a couple formalities here:
- You're about to see some really cool slides, and I can personally take credit for effectively none of them. Garrick is the wizard.
- We're hiring multiple positions with a specific eye out for R devs/DS over the next few months; feel free to reach out

To orient you to the origin of this talk, where Garrick and I are coming from, and how it came to be that we gain high value from an R pkg universe, I'll begin with a story which is based on Moffitt's experience but could represent any institution's data-related journey...

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Once upon a time, our organization conducted all data-related business in an amorphous cloud known as the IT department.

This is a common paradigm for many healthcare organizations in early stages of data maturity.

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<div class="moons moons-1"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Help you make a dashboard!</span></div>
<div class="moons moons-2"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Fulfill your research data request!</span></div>
<div class="moons moons-3"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Remember how the data got here!</span></div>
<div class="moons moons-4"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Help you find that database!</span></div>
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The IT dept had many roles.

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<div class="moons moons-1-static moons-text-reveal"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Help you make a dashboard!</span></div>
<div class="moons moons-2-static"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Fulfill your research data request!</span></div>
<div class="moons moons-4-static"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Help you find that database!</span></div>
<div class="moons moons-3-static"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Remember how the data got here!</span></div>
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Hospital operations needed dashboards for planning purposes

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<div class="moons moons-1-static moons-text-reveal"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Help you make a dashboard!</span></div>
<div class="moons moons-2-static moons-text-reveal"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Fulfill your research data request!</span></div>
<div class="moons moons-4-static"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Help you find that database!</span></div>
<div class="moons moons-3-static"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Remember how the data got here!</span></div>
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Researchers needed patient or biospecimen data for their IRB-approved protocols

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<div class="moons moons-1-static moons-text-reveal"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Help you make a dashboard!</span></div>
<div class="moons moons-2-static moons-text-reveal"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Fulfill your research data request!</span></div>
<div class="moons moons-3-static moons-text-reveal"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Remember how the data got here!</span></div>
<div class="moons moons-4-static"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Help you find that database!</span></div>
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Somebody needed to know about data lineage as well as coding or metadata standards; basically, how the data got here why it looks like it does

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<div class="moons moons-1-static moons-text-reveal"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Help you make a dashboard!</span></div>
<div class="moons moons-2-static moons-text-reveal"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Fulfill your research data request!</span></div>
<div class="moons moons-4-static moons-text-reveal"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Help you find that database!</span></div>
<div class="moons moons-3-static moons-text-reveal"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Remember how the data got here!</span></div>
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Organizing databases into a warehouse and granting access was important. We had someone for that!

But eventually, some of these teams were operating at a scale which would be better situated as independent of the IT gravity field

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<div class="moons moons-1-static moons-text-reveal animated fadeOut"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Help you make a dashboard!</span></div>
<div class="moons moons-2-static moons-text-reveal"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Fulfill your research data request!</span></div>
<div class="moons moons-3-static moons-text-reveal"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Remember how the data got here!</span></div>
<div class="moons moons-4-static moons-text-reveal"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Help you find that database!</span></div>
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<div class="world-label world-label-bi white">Business<br>Intelligence</div>

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One of these, was business intelligence. That person who was making dashboards for operational, i.e. non-research stakeholders, is now part of a larger team that creates such products at scale

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<div class="absolute top-0 left-0 right-0 bottom-0 zoomToStepTwo">
<div class="moons moons-2-static moons-text-reveal animated fadeOut"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Fulfill your research data request!</span></div>
<div class="moons moons-4-static moons-text-reveal"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Help you find that database!</span></div>
<div class="moons moons-3-static moons-text-reveal"><span class="moon-circle" style="background-color: #8FD3EE;"></span><span class="moons-text">Remember how the data got here!</span></div>
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<div class="world-label world-label-bi white">Business<br>Intelligence</div>