Discover and read the best of Twitter Threads about #rstudioconf2022
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📝 If you also keep thinking about brains and bodies, here is more of it to summarize the key points 🤓 #rstats 
🗂 And as announced at #rstudioconf2022, you can now also build ShinyApps in #python! @Rami_Krispin set up a great repository that shows you how to set up your ShinyApp in Python using #shinyelive: github.com/RamiKrispin/sh… 💻
@Rami_Krispin 📖 If you're up for more input on ShinyApps, here's the bible of Shiny: mastering-shiny.org
Just 3 days ago, I had the pleasure of watching the #rstudioconf2022 kick off.
I've been attending since 2018 and watching even longer than that.
And, I was just a normal spectator in the audience until this happened.
I've been attending since 2018 and watching even longer than that.
And, I was just a normal spectator in the audience until this happened.
@topepos and @juliasilge's keynote showed all of the open source work their team has been working on to build the best machine learning ecosystem in R called #tidymodels.
And then they brought this slide up.
And then they brought this slide up.
#RStudioConf2022 Day 2 🧵 of 🧵! I'm looking back at my notes to see what I learned yesterday. See Day 1 over here:
#RStudioConf #RStats
#RStudioConf #RStats
Things started off with a bang with @minebocek and @juliesquid officially introducing @quarto_pub
#RStudioConf2022 #RStudioConf #RStats #PyData
#RStudioConf2022 #RStudioConf #RStats #PyData
I've been skeptical ("Isn't this just RMarkdown renamed so 🐍 people aren't afraid of it?") but making a v2 of something lets you make it better. @quarto_pub looks like it's really great! Claim your quarto.pub name! #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
#RStudioConf2022 proper kicked off with a pre-keynote announcement from @fly_upside_down & @hadleywickham. As you've probably heard, @RStudio is now #Posit 💭. My thread (with old hashtag):
#RStudioConf #RStats #PyData
#RStudioConf #RStats #PyData
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
He focused on pixel graphics, using base #RStats to draw rectangles (pixels). #RStudioConf2022 #RStudioConf
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
Oh hey that's what he does for us! spot_fun_files sounds like my kind of function! #RStudioConf2022 #RStudioConf #RStats
Now we have @yjunechoe talking about ggplot2 internals and his cool ggtrace package! #RStudioConf2022 #RStudioConf #RStats
Huh on the stream you can often see both the slides and the speaker! Neat! #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
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
Super excited to share with everyone the two ways I've been developing to make building your shiny app's UI faster, easier, and more pleasant: {gridlayout} and {shinyuieditor} (🧵1/5) #RStudioConf #RStats #rstudioconf2022
{gridlayout} is a new package for building 2d dashboard layouts using a simple and intuitive table-like declaration format. If you can draw up your layout in terms of the rows and columns of a table, you can use it in your Shiny app. (2/5)
{shinyuieditor} is a new visual tool for creating and editing the UI of your Shiny app. Drag new elements into your app, move them around, resize them, and change their settings with instant feedback in an app preview and your app's code. (3/5)
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
"how can we make shiny apps look better?" #noHTML #noCSS
* Look
* Functionality
#RStudioConf2022 #RStudioConf #RStats
* Look
* Functionality
#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
"Shiny's superpower is being a force multiplier for data scientists to share their work with a broader audience" #RStudioConf2022 #RStudioConf #RStats
@winston_chang about to blow some people’s minds talking about running Shiny without a server. Been super excited about this project getting out into the world! #rstudioconf2022 #RStudioConf
There’s the name! Is it a game show? Nope! It’s client side shiny!
Showing off the Shiny for Python docs that are running using ShinyLive. The editor interface here is the first large scale react app I’ve worked on in production. Lots of fun cutting edge stuff going on!
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
📚Host book clubs for #rstats-related books.
#RStudioConf2022 #RstudioConf #rshiny
Generic scheduling app led to issues:
👯♂️Double sign-ups.
🔤Typos
👩🏻🤝👩🏾Same name
🚫No connection to Slack user
#RStudioConf2022 #RStudioConf #RStats #RShiny
👯♂️Double sign-ups.
🔤Typos
👩🏻🤝👩🏾Same name
🚫No connection to Slack user
#RStudioConf2022 #RStudioConf #RStats #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
Share
Teach
Collaborate
Reimagine
Importantly, @minebocek is the blue penguin, @juliesquid is the orange penguin.
#RStudioConf2022 #RStudioConf #RStats
@minebocek is an educator, researcher, and developer. That "compassion" in the middle is definitely fitting, because she's also incredibly kind and helpful. #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
July 31, 2012 was the birth of Shiny, 10 years ago. #RStudioConf2022 #RStudioConf #RStats
Shiny started when @fly_upside_down wrote the manipulate tool in rstudio super quickly. #RStudioConf2022 #RStudioConf #RStats
And now Aaron R. Williams will tell us about generating fake data (but for good) #RStudioConf2022 #RStudioConf #RStats
If we can make fake data that matches statistical properties of real data it can help with confidentiality. #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
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
Often tech solutionism focuses on a problem that we're terribly scared about #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
Continuous integration
Continuous deployment
Cluster computing
#rstudioconf2022 #rstudioconf #rstats
Don't write tests during esa, but start adding unit tests once you're past it, later integration tests and end to end tests #rstudioconf2022 #rstudioconf #rstats
Next @_TanHo talking about project immortality via github! Slides at tanho.ca/project-immort… #rstudioconf2022 #rstudioconf #rstats
He made ffopportunity, available on github. Put it in public so someone in the future can use and maybe improve it. #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
It takes word to find the needle(s) in the haystack(s) #rstudioconf2022 #rstudioconf #rstats
👀 Identify garbage data
💰 Identify the costs of garbage data
🎬Take action when you see garbage data
#rstudioconf2022 #rstudioconf #rstats
💰 Identify the costs of garbage data
🎬Take action when you see garbage data
#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
Versioning is useful to track changes over time, but also for different implementations.
pins are available in #rstats and 🐍
Combines with vetiver (also in both) to make versioning straightforward! #rstudioconf2022 #rstudioconf #rstats
pins are available in #rstats and 🐍
Combines with vetiver (also in both) to make versioning straightforward! #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
Tidymodels is good at the supervised side and with dimension reduction. tidyclust adds clustering. #rstudioconf2022 #rstudioconf #rstats
