David Keyes
@dgkeyes.com
I teach people to use R @rfortherestofus.com
Pinned
David Keyes
@dgkeyes.com
· Jul 22
🎉 Big news! After 5+ years of consulting work under the R for the Rest of Us name, I'm launching Clarity Data Studio.
The name confusion was real – people thought we only did courses, not knowing about our consulting work building reports, websites, and more.
The name confusion was real – people thought we only did courses, not knowing about our consulting work building reports, websites, and more.
Reposted by David Keyes
6 years of R for the Rest of Us! 🎂
2025 highlights:
✅ Spun off consulting into Clarity Data Studio
✅ 10 cohorts of R in 3 Months (400+ people!)
✅ $3,000+ donated to social & environmental causes
Full year in review 👇
buff.ly/zDySVOU
2025 highlights:
✅ Spun off consulting into Clarity Data Studio
✅ 10 cohorts of R in 3 Months (400+ people!)
✅ $3,000+ donated to social & environmental causes
Full year in review 👇
buff.ly/zDySVOU
2025 Year in Review
R for the Rest of Us reflected on a successful 2025, highlighting team contributions, charity through sales, changes in courses, diverse training and more.
rfortherestofus.com
December 22, 2025 at 3:18 PM
6 years of R for the Rest of Us! 🎂
2025 highlights:
✅ Spun off consulting into Clarity Data Studio
✅ 10 cohorts of R in 3 Months (400+ people!)
✅ $3,000+ donated to social & environmental causes
Full year in review 👇
buff.ly/zDySVOU
2025 highlights:
✅ Spun off consulting into Clarity Data Studio
✅ 10 cohorts of R in 3 Months (400+ people!)
✅ $3,000+ donated to social & environmental causes
Full year in review 👇
buff.ly/zDySVOU
With our R in 3 Months program, we give out multiple scholarships. However, some recipients barely participate at all. This is frustrating because we pass over other recipients who likely would participate further. Any ideas for how we can ensure that scholarship recipients actively participate?
December 15, 2025 at 7:22 PM
With our R in 3 Months program, we give out multiple scholarships. However, some recipients barely participate at all. This is frustrating because we pass over other recipients who likely would participate further. Any ideas for how we can ensure that scholarship recipients actively participate?
Just donated over $2,000 to the @nilc.org as part of our Black Friday fundraiser for @rfortherestofus.com. Thanks to everyone who bought courses!
December 4, 2025 at 8:26 PM
Just donated over $2,000 to the @nilc.org as part of our Black Friday fundraiser for @rfortherestofus.com. Thanks to everyone who bought courses!
Ever since we started making documents in Quarto and Typst, I've wanted to make EVERYTHING in Quarto and Typst. Curious to learn how make documents like these? Boy, do I have the blog post for you! #rstats
rfortherestofus.com/2025/11/quar...
rfortherestofus.com/2025/11/quar...
December 1, 2025 at 1:36 PM
Ever since we started making documents in Quarto and Typst, I've wanted to make EVERYTHING in Quarto and Typst. Curious to learn how make documents like these? Boy, do I have the blog post for you! #rstats
rfortherestofus.com/2025/11/quar...
rfortherestofus.com/2025/11/quar...
At 10:00am Pacific time, @joseph-barbier.bsky.social and I are doing a livestream answering your questions about making reports using Typst and Quarto. Join us and ask questions! Or, if you can't make it, ask your questions below! #rstats
Making high-quality PDFs with Quarto and Typst (Livestream)
We recently published a massive blog post all about making custom PDF templates using Quarto and Typst. If you’re interested in creating beautiful, professio...
youtube.com
November 19, 2025 at 1:36 PM
At 10:00am Pacific time, @joseph-barbier.bsky.social and I are doing a livestream answering your questions about making reports using Typst and Quarto. Join us and ask questions! Or, if you can't make it, ask your questions below! #rstats
I spent several days working on this blog post and video. Behold everything I know (aka everything @joseph-barbier.bsky.social has ever taught me) about making high-quality PDFs using Quarto and Typst. #rstats
How to Make High-Quality PDFs with Quarto and Typst
Learn to create high-quality PDFs using Quarto and Typst with this in-depth tutorial, including custom templates, branding, and advanced techniques.
rfortherestofus.com
November 13, 2025 at 1:36 PM
I spent several days working on this blog post and video. Behold everything I know (aka everything @joseph-barbier.bsky.social has ever taught me) about making high-quality PDFs using Quarto and Typst. #rstats
November 12, 2025 at 11:31 PM
AI note takers do many things well. Irony is not one of them.
November 7, 2025 at 1:36 PM
AI note takers do many things well. Irony is not one of them.
Do I even want to know why @hadley.nz?
November 6, 2025 at 11:50 PM
Do I even want to know why @hadley.nz?
I'm writing a blog post on making high-quality reports with Quarto and Typst like the ones we recently made for the Johns Hopkins University International Vaccine Access Center.
Anything in particular you want to know about how we make reports like these? #rstats
Anything in particular you want to know about how we make reports like these? #rstats
October 27, 2025 at 5:24 PM
I'm writing a blog post on making high-quality reports with Quarto and Typst like the ones we recently made for the Johns Hopkins University International Vaccine Access Center.
Anything in particular you want to know about how we make reports like these? #rstats
Anything in particular you want to know about how we make reports like these? #rstats
Are you attending posit::conf this week in Atlanta! 👋
If you spot me, come say hi. I’ve got R for the Rest of Us and Clarity Data Studio swag to share.
#rstats
If you spot me, come say hi. I’ve got R for the Rest of Us and Clarity Data Studio swag to share.
#rstats
September 16, 2025 at 4:03 PM
Are you attending posit::conf this week in Atlanta! 👋
If you spot me, come say hi. I’ve got R for the Rest of Us and Clarity Data Studio swag to share.
#rstats
If you spot me, come say hi. I’ve got R for the Rest of Us and Clarity Data Studio swag to share.
#rstats
I gave the keynote at Cascadia R Conf 2025: “25 Things You Didn't Know You Could Do with R.”
R isn’t just for stats — it’s great for visualization, mapping, automation, and more.
Watch the talk + get all the resources here: buff.ly/6svaIME
Hope you learn something new!
#rstats
R isn’t just for stats — it’s great for visualization, mapping, automation, and more.
Watch the talk + get all the resources here: buff.ly/6svaIME
Hope you learn something new!
#rstats
Twenty-Five Things You Didn't Know You Could Do with R
Explore 25 novel ways to utilize R, including pulling data from various sources, data visualization, mapping, using Quarto for reporting, automating tasks,.
rfortherestofus.com
August 28, 2025 at 3:02 PM
I gave the keynote at Cascadia R Conf 2025: “25 Things You Didn't Know You Could Do with R.”
R isn’t just for stats — it’s great for visualization, mapping, automation, and more.
Watch the talk + get all the resources here: buff.ly/6svaIME
Hope you learn something new!
#rstats
R isn’t just for stats — it’s great for visualization, mapping, automation, and more.
Watch the talk + get all the resources here: buff.ly/6svaIME
Hope you learn something new!
#rstats
Reposted by David Keyes
Think R is just for data analysis? Think again.
David Keyes’ keynote, 25 Things You Didn’t Know You Could Do with R, from #CascadiaRConf2025 blasts that myth wide open. Want creativity, practicality, and real-world R hacks? This is your ticket. Watch it now: youtu.be/wrPrIRcOVr0 #rstats #datasci
David Keyes’ keynote, 25 Things You Didn’t Know You Could Do with R, from #CascadiaRConf2025 blasts that myth wide open. Want creativity, practicality, and real-world R hacks? This is your ticket. Watch it now: youtu.be/wrPrIRcOVr0 #rstats #datasci
Keynote - David Keyes - 25 Things You Didn't Know You Could Do with R #CascadiaRConf2025
YouTube video by Cascadia R Conf
youtu.be
August 27, 2025 at 9:25 PM
Think R is just for data analysis? Think again.
David Keyes’ keynote, 25 Things You Didn’t Know You Could Do with R, from #CascadiaRConf2025 blasts that myth wide open. Want creativity, practicality, and real-world R hacks? This is your ticket. Watch it now: youtu.be/wrPrIRcOVr0 #rstats #datasci
David Keyes’ keynote, 25 Things You Didn’t Know You Could Do with R, from #CascadiaRConf2025 blasts that myth wide open. Want creativity, practicality, and real-world R hacks? This is your ticket. Watch it now: youtu.be/wrPrIRcOVr0 #rstats #datasci
Running a business, you get some weird marketing pitches. Today's might be the weirdest: putting R for the Rest of Us on the side of a Nascar race race. I appreciate the sentiment, but not sure it's the best way for me to reach customers!
July 30, 2025 at 7:09 PM
Running a business, you get some weird marketing pitches. Today's might be the weirdest: putting R for the Rest of Us on the side of a Nascar race race. I appreciate the sentiment, but not sure it's the best way for me to reach customers!
🎉 Big news! After 5+ years of consulting work under the R for the Rest of Us name, I'm launching Clarity Data Studio.
The name confusion was real – people thought we only did courses, not knowing about our consulting work building reports, websites, and more.
The name confusion was real – people thought we only did courses, not knowing about our consulting work building reports, websites, and more.
July 22, 2025 at 12:54 PM
🎉 Big news! After 5+ years of consulting work under the R for the Rest of Us name, I'm launching Clarity Data Studio.
The name confusion was real – people thought we only did courses, not knowing about our consulting work building reports, websites, and more.
The name confusion was real – people thought we only did courses, not knowing about our consulting work building reports, websites, and more.
I'm doing my biannual donations from R for the Rest of Us to support organizations fighting for social justice (rfortherestofus.com/1percent). I'd like to support those impacted by ICE raids. Anyone have recommendations for organizations to donate to?
July 14, 2025 at 9:39 PM
I'm doing my biannual donations from R for the Rest of Us to support organizations fighting for social justice (rfortherestofus.com/1percent). I'd like to support those impacted by ICE raids. Anyone have recommendations for organizations to donate to?
Reposted by David Keyes
Had such a great time talking to @dgkeyes.com about #rstats, unit testing, and missing data. Thanks for making time, David!
60% of his PhD dataset was missing.
Rather than giving up, @njtierney.bsky.social created {naniar}, an R package to explore and visualize missing data. "Missing data adds a new, unknown dimension to the dataset," he says.
Learn more about {naniar} and testing R packages: buff.ly/6itXLHs
#Rstats
Rather than giving up, @njtierney.bsky.social created {naniar}, an R package to explore and visualize missing data. "Missing data adds a new, unknown dimension to the dataset," he says.
Learn more about {naniar} and testing R packages: buff.ly/6itXLHs
#Rstats
July 10, 2025 at 9:18 PM
Had such a great time talking to @dgkeyes.com about #rstats, unit testing, and missing data. Thanks for making time, David!
Going to San Francisco with my 9 year-old son next week. Where should we go?
June 30, 2025 at 11:19 PM
Going to San Francisco with my 9 year-old son next week. Where should we go?
Reposted by David Keyes
Welcome to the first issue of RDM Weekly, a weekly roundup of Research Data Management resources!
To kick off this newsletter, I will be doing a drawing for 1 free @rfortherestofus.com course for anyone who subscribes by Friday! Winner will be notified via email.
open.substack.com/pub/rdmweekl...
To kick off this newsletter, I will be doing a drawing for 1 free @rfortherestofus.com course for anyone who subscribes by Friday! Winner will be notified via email.
open.substack.com/pub/rdmweekl...
RDM Weekly - Issue 001
A weekly roundup of Research Data Management resources.
open.substack.com
June 24, 2025 at 4:43 PM
Welcome to the first issue of RDM Weekly, a weekly roundup of Research Data Management resources!
To kick off this newsletter, I will be doing a drawing for 1 free @rfortherestofus.com course for anyone who subscribes by Friday! Winner will be notified via email.
open.substack.com/pub/rdmweekl...
To kick off this newsletter, I will be doing a drawing for 1 free @rfortherestofus.com course for anyone who subscribes by Friday! Winner will be notified via email.
open.substack.com/pub/rdmweekl...
Really enjoyed speaking to Cascadia R Conference today! Materials from my talk are at rfortherestofus.com/cascadia2025. #rstats
David Keyes @dgkeyes.com is giving an excellent keynote presentation about "25 Ways to Use R" at the Cascadia R Conference @cascadiarconf.bsky.social at OHSU @ohsunews.bsky.social in Portland, OR. R isn't just for stats! #R #Rstats #coding
June 21, 2025 at 11:07 PM
Really enjoyed speaking to Cascadia R Conference today! Materials from my talk are at rfortherestofus.com/cascadia2025. #rstats
Cascadia R Conf is tomorrow! I'll be giving the keynote: Twenty-Five Things You Didn't Know You Could Do with R. #rstats
You can still register for the virtual conference: cascadiarconf.com
You can still register for the virtual conference: cascadiarconf.com
June 20, 2025 at 9:16 PM
Cascadia R Conf is tomorrow! I'll be giving the keynote: Twenty-Five Things You Didn't Know You Could Do with R. #rstats
You can still register for the virtual conference: cascadiarconf.com
You can still register for the virtual conference: cascadiarconf.com
My book R for the Rest of Us: A Statistics-Free Introduction is available as part of the Humble Bundle. Pay what you want, get some great books, and support the Electronic Frontier Foundation at the same time!
www.humblebundle.com/books/coding...
www.humblebundle.com/books/coding...
Humble Tech Book Bundle: Coding for the Curious by No Starch
Learn JavaScript, Kotlin, and more with this outstanding library of coding and programming courses. Pay what you want & support charity!
www.humblebundle.com
June 16, 2025 at 1:14 PM
My book R for the Rest of Us: A Statistics-Free Introduction is available as part of the Humble Bundle. Pay what you want, get some great books, and support the Electronic Frontier Foundation at the same time!
www.humblebundle.com/books/coding...
www.humblebundle.com/books/coding...