Discover and read the best of Twitter Threads about #rstudioconf

Most recents (24)

"Graphic Design with #ggplot2" 👨‍💼👩‍💻🧑‍💻

Do you want to recap the 2-day workshop at #rstudioconf? Or do you feel sad you've missed it?

🔥 All course material incl. latest updates can be found on the workshop webpage—9 sessions, 760 slides, 314 ggplots!

👉 rstudio-conf-2022.github.io/ggplot2-graphi… A screenshot of the rstudio::conf(2022) workshop "GraphA screenshot of the title slide of that workshop.The motivational example illustrating the capability of ggpl
@rstudio The session pages contain not only the slides but
🔵 hands-on #rstats codes
🔵 recap notes
🔵 exercises incl.
🔵 prepared scripts, either as #quarto or #rmarkdown
🔵 step-by-step solutions

➕ all source codes on GitHub: A screenshot of a session page, showing the recap notes and A screenshot of the script to answer exercise 1 of the firstThe title slide of the solution slide deck for exercise 1 inThe raw code for one of the exercises.
Some exemplary #dataviz from the workshop, 💯 done in #rstats thanks to #ggplot2 A colorful boxplot with overlaid juitterstrips. Three differOne of the exercise graphics using sina plots and errorbars,A bar plot showing reported bike counts as sums per season aThe "Speed of Language" visualization using normal
Read 4 tweets
How my life is changing as a direct result of attending the #RStudioConf 🧵

#rstats
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.
@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.
Read 10 tweets
#RStudioConf2022 Day 2 🧵 of 🧵! I'm looking back at my notes to see what I learned yesterday. See Day 1 over here:
#RStudioConf #RStats
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
Read 24 tweets
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
Read 21 tweets
All #rstudioconf workshop materials are publicly available! 🙌 Here is an overview of the #rstats debugging 🐞 materials I had fun putting together for the What They Forgot To Teach You About R workshop with @JennyBryan & @PeeltothePithy
all conf workshops: github.com/rstudio-conf-2…
full debugging slides from What They Forgot To Teach You About R: rstats-wtf.github.io/wtf-debugging-…
Read 4 tweets
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 Mike's moonshot, with an as...
He focused on pixel graphics, using base #RStats to draw rectangles (pixels). #RStudioConf2022 #RStudioConf Pixel Graphics. On the righ...
Read 9 tweets
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 Eye emoji watching various R books and TidyTuesday. Also a c
Oh hey that's what he does for us! spot_fun_files sounds like my kind of function! #RStudioConf2022 #RStudioConf #RStats
Read 5 tweets
Now we have @yjunechoe talking about ggplot2 internals and his cool ggtrace package! #RStudioConf2022 #RStudioConf #RStats June Choe on stage.
Huh on the stream you can often see both the slides and the speaker! Neat! #RStudioConf2022 #RStudioConf #RStats June at the podium, next to...
Read 11 tweets
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 Bad ui with different sized...
Rules, constraints, and principles to help us stay on track. #RStudioConf2022 #RStudioConf #RStats Squares labeled rule, const...
Read 8 tweets
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 Image
{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) Image
{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)
Read 8 tweets
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 Greg on stage with the shiny logo.
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 I hate it A heart with text "I love it"
"how can we make shiny apps look better?" #noHTML #noCSS
* Look
* Functionality

#RStudioConf2022 #RStudioConf #RStats
Read 11 tweets
The first talk after lunch is @NicholasStrayer showing us a new way to build shiny ui! #RStudioConf2022 #RStudioConf #RStats Nick Strayer prepares to speak.
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
Read 11 tweets
@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!
Read 5 tweets
Next up (soon): Me! I'm presenting "{shinyslack}: Connecting Slack Teams to Shiny Apps" r4ds.io/rstudio2022 #RStudioConf2022 #RStudioConf #RStats #RShiny The shinyslack package logo...
🔗Join the @R4DScommunity at r4ds.io/join!
📚Host book clubs for #rstats-related books.

#RStudioConf2022 #RstudioConf #rshiny R4DS Online Learning Commun...
Generic scheduling app led to issues:
👯‍♂️Double sign-ups.
🔤Typos
👩🏻‍🤝‍👩🏾Same name
🚫No connection to Slack user

#RStudioConf2022 #RStudioConf #RStats #RShiny Scheduling: Generic App  * ...
Read 11 tweets
It's time for the lightning talks! @tracykteal is Introducing us! #RStudioConf2022 #RStudioConf #RStats Tracy Teal introducing the session.
First up we have exploratory spatial data analysis in the tidyverse with @JosiahParry. CRAN.R-project.org/package=spdep #RStudioConf2022 #RStudioConf #RStats "Everything is related to everything else, but near thi
Read 28 tweets
First up today we have @minebocek and @juliesquid officially introducing @quarto_pub #RStudioConf2022 #RStudioConf #RStats Hello Quarto intro slide with adorable penguins looking thro
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 Quarto logo with an orange penguin representing Julie
@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 Venn diagram of educator, researcher, developer, with compas
Read 21 tweets
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 Joe Cheng joking as Hadley (not shown) walks off stage
Shiny started when @fly_upside_down wrote the manipulate tool in rstudio super quickly. #RStudioConf2022 #RStudioConf #RStats The manipulate tool in rstudio
Read 29 tweets
And now Aaron R. Williams will tell us about generating fake data (but for good) #RStudioConf2022 #RStudioConf #RStats Aaron R Williams starting h...
Crazy high unemployment spike on the cover of the nytimes. #RStudioConf2022 #RStudioConf #RStats Cover of the NY Times showi...
If we can make fake data that matches statistical properties of real data it can help with confidentiality. #RStudioConf2022 #RStudioConf #RStats
Read 10 tweets
Next up: @markjrieke is Introducing work boots: generate prediction intervals from tidymodels workflows #RStudioConf2022 #RStudioConf #RStats Mark Rieke prepares to present his workboots package.
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 A plot of xgboost predictions, with just points (no interval
Read 9 tweets
Post-coffee it's @zkajdan Dissecting the quick fix #RStudioConf2022 #RStudioConf #RStats Sigrid on stage with Hannah Frick, preparing to present
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
Read 7 tweets
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, and cluster c
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
Read 4 tweets
Next @_TanHo talking about project immortality via github! Slides at tanho.ca/project-immort… #rstudioconf2022 #rstudioconf #rstats Project immortality opening...
The obligatory "xkcd: Wisdom of the Ancients" xkcd.com/979/ #rstudioconf2022 #rstudioconf #rstats "xkcd: Wisdom of the A...
He made ffopportunity, available on github. Put it in public so someone in the future can use and maybe improve it. #rstudioconf2022 #rstudioconf #rstats ffopportunity package Uses ...
Read 9 tweets
OK, I have a seat for @JimKloet talking about Garbage Data #rstudioconf2022 #rstudioconf #rstats Jim at the podium starting ...
"All DATA are wrong but some are useful."
It takes word to find the needle(s) in the haystack(s) #rstudioconf2022 #rstudioconf #rstats Stakeholders bringing data....
👀 Identify garbage data
💰 Identify the costs of garbage data
🎬Take action when you see garbage data
#rstudioconf2022 #rstudioconf #rstats As the primary deciders of ...
Read 6 tweets
Last up in this track we have @isabelizimm Demystifying MLOps! #rstudioconf2022 #rstudioconf #rstats Opening slide for Isabel's ...
Modeling is like creating a recipe, MLOps is actually baking / delivering the cookies. #rstudioconf2022 #rstudioconf #rstats The model deployment cycle,...
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 Versioning in both R and py...
Read 6 tweets

Related hashtags

Did Thread Reader help you today?

Support us! We are indie developers!


This site is made by just two indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member ($3.00/month or $30.00/year) and get exclusive features!

Become Premium

Too expensive? Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal Become our Patreon

Thank you for your support!