Links and credits for a Jenny Bryan talk delivered at:

• 10th Conference of the IASC-ARS/68th Annual NZSA Conference, hosted by the Department of Statistics, The University of Auckland in 10-14 Dec 2017 http://www.nzsa2017.com.
• Latin-R (http://latin-r.com), held in Buenos Aires 04-05 Sept 2018. Part of 47 JAIIO (http://47jaiio.sadio.org.ar).

See the slides:

• On Speakerdeck: https://speakerdeck.com/jennybc/zen-and-the-art-of-workflow-maintenance
• As a PDF here: 2018-09_bryan-zen-art-workflow.pdf

bit.ly/jenny-nz short link to here

rstd.io/jenny-latinr short link to here

Where to find me:

• https://jennybryan.org
• https://twitter.com/jennybryan
• https://github.com/jennybc

http://stat545.com

UBC Master of Data Science

• Courses: https://ubc-mds.github.io/descriptions/

"50 Years of Data Science" by Donoho

• David Donoho (2017) 50 Years of Data Science, Journal of Computational and Graphical Statistics, 26:4, 745-766, DOI: 10.1080/10618600.2017.1384734.
• Full text: https://doi.org/10.1080/10618600.2017.1384734

"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

• http://www.ci.tuwien.ac.at/Conferences/useR-2004/
• Slides for keynotes: http://www.ci.tuwien.ac.at/Conferences/useR-2004/Keynotes/

Karl Broman's hipsteR site:

• http://kbroman.org/hipsteR/

Tidyverse

• https://www.tidyverse.org
• http://r4ds.had.co.nz

RStudio Desktop:

• https://www.rstudio.com/products/rstudio-desktop/

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

• https://twitter.com/EmilyRiederer/status/898735640031920129
• https://twitter.com/kierisi/status/899030756202356736

Blog post about "Project-oriented workflow":

• https://www.tidyverse.org/articles/2017/12/workflow-vs-script/
• Written in response to the response to the first version of this talk!

RStudio Projects

Trevor Branch tweet about expecting to redo your analysis:

• https://twitter.com/TrevorABranch/status/648987799648014336

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

• https://commons.wikimedia.org/wiki/File:Drawing_of_Isabella_Brant_by_Peter_Paul_Rubens.jpg
• https://commons.wikimedia.org/wiki/File:Peter_Paul_Rubens_092.jpg

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

gapminder data cleaning is an example of analysis broken into pieces

• https://github.com/jennybc/gapminder/tree/master/data-raw#readme

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

• https://doi.org/10.7287/peerj.preprints.3159v2

http://happygitwithr.com

Practical Data Science for Stats, PeerJ Preprint Collection

• https://peerj.com/collections/50-practicaldatascistats/
• http://bit.ly/practical-data-sci

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

• https://doi.org/10.1371/journal.pcbi.1005510