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README.md

Zen And The aRt Of Workflow Maintenance

Links and credits for a Jenny Bryan talk delivered at:

See the slides:

bit.ly/jenny-nz short link to here

rstd.io/jenny-latinr short link to here

Where to find me:


http://stat545.com

UBC Master of Data Science

"50 Years of Data Science" by Donoho

"Data Science: A Three Ring Circus or a Big Tent?", comment by J Bryan, H Wickham on Donoho's "50 Years of Data Science"

  • Jennifer Bryan & Hadley Wickham (2017) Data Science: A Three Ring Circus or a Big Tent?, Journal of Computational and Graphical Statistics, 26:4, 784-785, DOI: 10.1080/10618600.2017.1389743.
  • Full text: https://doi.org/10.1080/10618600.2017.1389743

David Robinson's tweet:

"We don't have to teach data science, it's just a fancy word for statistics"

"Why would we teach programming? This is a statistics course"


useR! 2004 re: Mächler

Karl Broman's hipsteR site:

Tidyverse

RStudio Desktop:

Tweets about #rstats tricks we wish we'd known sooner

Blog post about "Project-oriented workflow":

RStudio Projects

Trevor Branch tweet about expecting to redo your analysis:

Ruben's depictions of wife Isabella Brant (thanks to Matt Lincoln!)

My Ode to the here package, package author = Kirill Müller

gapminder data cleaning is an example of analysis broken into pieces

Excuse me, do you have a moment to talk about version control? by Bryan

http://happygitwithr.com

Practical Data Science for Stats, PeerJ Preprint Collection

Good enough practices in scientific computing by Wilson, Bryan, Cranston, Kitzes, Nederbragt, Teal

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