#RStudioConf2022 Day 2 🧵 of 🧵! I'm looking back at my notes to see what I learned yesterday. See Day 1 over here:

https://twitter.com/JonTheGeek/status/1553052783372271618

#RStudioConf #RStats Things started off with a bang with @minebocek and @juliesquid officially introducing @quarto_pub

https://twitter.com/JonTheGeek/status/1552642128681078785

#RStudioConf2022 #RStudioConf #RStats #PyData

Now that #RStudioConf2022 is over and I've had some time to process, it's time for a 🧵 to look back and summarize my copious notes. Hopefully this can be useful to someone other than just me! #RStudioConf #RStats #PyData Before the conf proper, I TAed the 🔮 {tidymodels} workshop. Because @RStudio / #Posit are who they are, all workshop materials are free and open via github.com/rstudio/rstudi… (github.com/rstudio-conf-2… in case that link ever breaks) #RStudioConf2022 #RStudioConf #RStats

Yay! Time for @coolbutuseless! #RStudioConf2022 #RStudioConf #RStats Moonshot goal: he decided to write and play a video game in #RStats. From what I've seen on twitter I suspect he also submitted it to #RStudioConf as a commitment device. #RStudioConf2022

Now @brshallo parsing R files! #RStudioConf2022 #RStudioConf #RStats Ha, yes, I've also been known to obsessively follow projects, Bryan! When I heard the tune 📦was coming but github.com/tidymodels/tune was a 404, I set up something to check it every couple hours then beepr::beep when it wasn't a 404 anymore 😁 #RStudioConf2022 #RStudioConf #RStats

Now we have @yjunechoe talking about ggplot2 internals and his cool ggtrace package! #RStudioConf2022 #RStudioConf #RStats Slides! yjunechoe.github.io/ggtrace-rstudi… #RStudioConf2022 #RStudioConf #RStats

Yay next it's @Mayacelium with onbrand-rstudioconf2022.netlify.app
Shes gonna show us how to make a coordinated design system. #RStudioConf2022 #RStudioConf #RStats Keep the ui consistent. She's showing how we can have a rules based system so those of us who don't know how things SHOULD work can get it pretty much right. #RStudioConf2022 #RStudioConf #RStats

Up next: @GregSwinehart with Designing for people is hard. He made the shiny logo! It was original a baseball shirt (thus the font)! #RStudioConf2022 #RStudioConf #RStats What's it like to be a ui designer? It is awful. Also it is awesome. It just depends if things are working and/or pretty! #RStudioConf2022 #RStudioConf #RStats

The first talk after lunch is @NicholasStrayer showing us a new way to build shiny ui! #RStudioConf2022 #RStudioConf #RStats Github.com/rstudio/flexda… old issue with lots of thumbs up. @fly_upside_down replied "you can't actually create this right now." This issue partially motivated this work. #RStudioConf2022 #RStudioConf #RStats

Next up (soon): Me! I'm presenting "{shinyslack}: Connecting Slack Teams to Shiny Apps" r4ds.io/rstudio2022 #RStudioConf2022 #RStudioConf #RStats #RShiny 🔗Join the @R4DScommunity at r4ds.io/join!
📚Host book clubs for #rstats-related books.

#RStudioConf2022 #RstudioConf #rshiny

It's time for the lightning talks! @tracykteal is Introducing us! #RStudioConf2022 #RStudioConf #RStats First up we have exploratory spatial data analysis in the tidyverse with @JosiahParry. CRAN.R-project.org/package=spdep #RStudioConf2022 #RStudioConf #RStats

First up today we have @minebocek and @juliesquid officially introducing @quarto_pub #RStudioConf2022 #RStudioConf #RStats Quarto's goal is to make creating and collaborating significantly better. Today they'll talk about:
Share
Teach
Collaborate
Reimagine

Importantly, @minebocek is the blue penguin, @juliesquid is the orange penguin.

#RStudioConf2022 #RStudioConf #RStats

The closing keynote is @jcheng describing The Past and Future of #RShiny. He's gonna make us wait through a lot of past before he reveals the future, isn't he? My prediction: the "R" in the standard Shiny hashtag won't make sense anymore. #RStudioConf2022 #RStudioConf #RStats He walks on stage and pretends to not know who @hadleywickham is.

July 31, 2012 was the birth of Shiny, 10 years ago. #RStudioConf2022 #RStudioConf #RStats

And now Aaron R. Williams will tell us about generating fake data (but for good) #RStudioConf2022 #RStudioConf #RStats Crazy high unemployment spike on the cover of the nytimes. #RStudioConf2022 #RStudioConf #RStats

Next up: @markjrieke is Introducing work boots: generate prediction intervals from tidymodels workflows #RStudioConf2022 #RStudioConf #RStats Xgboost can't generate prediction intervals. workboots lets you add them (I missed the photo of his slide with intervals, he tweeted a link to his slides, I'll add that in a sec) #RStudioConf2022 #RStudioConf #RStats

Post-coffee it's @zkajdan Dissecting the quick fix #RStudioConf2022 #RStudioConf #RStats Examples of tech solutionism: fix gun violence via surveillance (not gun control), solve climate change by moving to Mars. She wants to help us focus on how to REALLY fix things. #RStudioConf2022 #RStudioConf #RStats

Didn't make it to the other side of the conference in time for the beginning of Robust R Deployments by David Maguire! Hopefully I didn't miss toooo much! #rstudioconf2022 #rstudioconf #rstats Three devops príncipes:
Continuous integration
Continuous deployment
Cluster computing
#rstudioconf2022 #rstudioconf #rstats

Next @_TanHo talking about project immortality via github! Slides at tanho.ca/project-immort… #rstudioconf2022 #rstudioconf #rstats The obligatory "xkcd: Wisdom of the Ancients" xkcd.com/979/ #rstudioconf2022 #rstudioconf #rstats

OK, I have a seat for @JimKloet talking about Garbage Data #rstudioconf2022 #rstudioconf #rstats "All DATA are wrong but some are useful."
It takes word to find the needle(s) in the haystack(s) #rstudioconf2022 #rstudioconf #rstats

Last up in this track we have @isabelizimm Demystifying MLOps! #rstudioconf2022 #rstudioconf #rstats Modeling is like creating a recipe, MLOps is actually baking / delivering the cookies. #rstudioconf2022 #rstudioconf #rstats

Next up @Emil_Hvitfeldt will tell us about tidyclust! (built with @KellyBodwin) #rstudioconf2022 #rstudioconf #rstats Tidymodels is consistent, modular, and extensible. So... They extended it to clustering! #rstudioconf2022 #rstudioconf #rstats

First up in the tidymodels track: @hfcfrick talking about censored! #rstudioconf2022 #rstudioconf #rstats censored is for survival analysis, which isn't just for Data about death! Example: newspaper demand / how many papers to put into each stand. #rstudioconf2022 #rstudioconf #rstats