Not So Standard Deviations

Hilary and Roger discuss the upcoming Elizabeth Holmes trial, hot tea, distraction free computing, and designing a study for detecting data booboos. Also, Roger has a new Patreon benefit! Show Notes: Support us on Patreon Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger discuss Internet woes, mugs, data editors, and user testing chocolate. Show Notes: Cacao ceremony Esalen The Good Chocolate Certified Software by Zhong Shao Support us on Patreon Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger compare mugs and then follow up on how to incentivize data quality assurance. Show Notes: Support us on Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger follow up on GitHub Copilot, discuss SAS (briefly!), and talk about ways in which people determine that data are "right". Show Notes: Hilary's thread on data checking Support us on Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger talk about tidymodels one more time with listener feedback, discuss the central question of data science, alternate ways to characterize uncertainty, and GitHub Copilot. Show Notes: Hill's Criteria for Data Scientists - https://livefreeordichotomize.com/2016/12/15/hill-for-the-data-scientist-an-xkcd-story/ Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger follow up on the discussion about tidymodels and machine learning, and discuss the way evidence is interpreted in the intelligence community. Show Notes: Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger welcome Julia Silge to the show to talk about tidymodels, modeling, and other important topics. Show Notes: Julia Silge You Look Like a Thing and I Love You Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger are back with things to talk about, including some follow up on design thinking, how Family Feud is related to data analysis, and the role of trust in data analysis. Show Notes: Trustworthy Data Analysis (Simply Statistics) Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger discuss some NSSD-centric but ancillary topics for this episode. Show Notes: Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger go through the mail bag and answer some listener questions about tidymodels, advice for beginners, and negative and positive controls in data analysis. Show Notes: Finding a lost hiker workflowsets package Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss whether Hilary is becoming the thing she criticizes and how large p-values should really be. Show Notes: Hilary Asks The Internet Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger talk about the boat, coffee status, and the purpose of prediction modeling frameworks. Show Notes: Tidymodels.org James Hoffman Ultimate French Press Technique Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger have important pony follow up. They also discuss satellite data, blowing your API quota, and building R packages for data analysis. Show Notes: NSSD Fellows Planet Labs Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at [email protected] Podcast art by Jessica Crowell

Hilary travels back home to take care of some old business. And Roger laughs at her but doesn't criticize her. Show Notes: Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss using APIs in R, doing short-term contract data/software work, validating paranoia, and lessons learned from data analysis. Show Notes: Y2K Benford's Law Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger put the nail in the coffin on cars and acceleration, consider possible NSSD Fellow nominations, discuss teaching data analysis, and other topics. Show Notes Hilary's Poll Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss what happened just after Episode 123, follow up on cars and autopilot, and talk about teaching data analysis without data. Show Notes Gyroscopic autopilot UNISYS and LZW patent Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger welcome the new year and discuss one hot encoding, autopilot as artificial intelligence, and how a car gas pedal works. Show Notes: Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger close out 2020 with a discussion of AI products, the difference between AI and machine learning, reflections on 2020, and milk frothing. Happy New Year everyone! Show Notes: How Bad is Your Spotify? What is AI? Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss the latest COVID gripes, the possibility of a global statistical event, which NSSD episode was their favorite, and whether human interaction is the only source of problems in data analysis. Show Notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss a systematic framework for debugging. Show Notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss Hilary's election night experience working as a data science project manager on the Biden campaign. Also, Cats follow up. Show Notes: Allison Horst data science illustrations Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Roger welcomes Lucy D'Agostino McGowan to the podcast to discuss the challenges of scientific communication, what computer to get, and the next big thing in tech. Plus, we introduce a new segment: How the heck did this happen? Show Notes: Lucy D'Agostino McGowan Failure Modes and Effects Analysis with COVID-19 Why is Cats? by Lindsay Ellis Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger dig into the mail bag, then discuss how Excel is always causing problems and the concept of failure modes in data analysis. Show Notes: Excel: Why using Microsoft's tool caused Covid-19 results to be lost Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger weave a coffee thread through their discussion of .Rprofile files, Roger's reproducibility woes, and Palantir. Show Notes: The 9barista Palantir should be investigated Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger celebrate the five year anniversary of the podcast and discuss pandemic work, the changing podcast landscape, Palantir followup, TikTok's algorithm, and Roger's .Rprofile. Show Notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss TikTok, even though they've never used it, and Palantir, even though they've never used it. Show Notes: China bans AI exports Palantir S-1 Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss The Last Dance, the future of the data science industry, and living in an era of constant crisis. Oh, and Hilary has a new job! Show notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss Roger's freshly-delivered talk for the Joint Statistical Meetings, social media and how ideas from intelligence analysis apply to data analysis. Show notes: The Gift of Nothing by Patrick McDonnell Intelligence Matters Podcast Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss working from home (mobile edition), correlation vs. causation, Roger's coffee woes, and data analytic "style". Show notes: 9barista coffee maker Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss using data to prove someone wrong and then embark on another book club discussing Scott Berkun's How Design Makes the World. And Hilary has an important coffee update! Show Notes: How Design Makes the World by Scott Berkun Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss "microservices", importing the tidyverse into a package, business acronyms, math as a sketching tool, and renaming the Fisher Lecture. Show notes: Art of Doing Science and Engineering (Stripe Press) Microservices How Design Makes the World Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss such non-pandemic topics as: the stunning conclusion to the Moka Pot Saga, Hilary's new book she's reading on design thinking, building software without dependencies, and Lady Dynamite. Show notes: How Design Makes the World Lady Dynamite Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger revisit COBOL, discuss the tradeoff of stability vs. flexibility, complain about discussing statistics over email, tech addiction, and R version 4.0. Show notes: R 4.0 from the Revolutions Blog stringsAsFactors Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger give an update on the home coffee situation and discuss COBOL programming as a metaphor for reproducible research. Show notes: Iron sharpens iron Security is a process, not a product (by Bruce Schneier) Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss Andrew Cuomo's appreciation of statisticians, whether to look or not look at COVID19 data, and developing Shiny apps. Show notes: Cuomo on statisticians NYT COVID19 data on GitHub Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger give some updates on what's going on and how life at home is working out. Show notes: Hilary's pen Hilary's acoustic panels Hilary's moss Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger provide a respite from recent events by discussing forecasting the U.S. primary elections, Roger's time series analysis course, R package woes, artificial intelligence, and the Hilary Parker job requirement. Show notes: Hilary's Opinionated Analysis Development paper Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger follow up on their discussion with JJ Allaire about open source software. They also discuss getting a PhD, ad hoc data analysis with or without functions, and Moka pots. Show notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger welcome JJ Allaire, CEO and founder of RStudio, PBC, to the podcast and have a wide-ranging discussion about developing open source software, successful open source business models, the R language, and data science. Show notes: Support us through our Patreon page JJ Allaire on Twitter: https://twitter.com/fly_upside_down Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Episode 100 was recorded in front of a live audience at RStudio::conf 2020. In this episode Hilary and Roger discuss how ideas evolve over time and use examples from this podcast to illustrate their views on data analysis and design thinking. Show notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger follow up on their discussion of open source software. They also discuss writing functions for data analysis, learning a second programming language, and Hilary's guide to San Francisco. Show notes: RStudio Conference 2020 Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss recent results of Moka pot coffee. Show notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger follow up on the future of R, then talk about reproducibility versus systems, the proliferation of text-based formats and implications for statistical modeling, and why open source developers have so little power. Show notes: RStudio Conference 2020 Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Where will R be in 10 years and what might replace it? Show notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Summarize or summarise? Show notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger ask, why doesn't Hilary just get an espresso machine? Show notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss Moka pots, follow up on the creative curve, name their data frames, discuss prediction vs. forecasting, and data science in military and intelligence applications. Show notes: Sean Taylor's Poll National Cryptologic Museum Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger record in person for the third time ever to discuss the changing nature of data science and its role in various industries, the use of QA in data science product development, and lots of other stuff. Show notes: Discussion of Hilary's outfit generator product development Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss the book The Creative Curve by Allen Gannett and how the ideas relate to data science and data analysis. Show notes: The Creative Curve: How to Develop the Right Idea at the Right Time Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell