Kelly Bodwin
@kellybodwin.com
Looking for my #rstats friends on ALL the platforms...
One final heartwarming moment from #positconf2025: dropping my students off at Tidy Dev Day! 😍
Three talented #rstats programmers coming your way, #tidyverse!
Now back to reality - thanks for another beautiful week of learnings and Rfriends.
🏴☠️💙
Three talented #rstats programmers coming your way, #tidyverse!
Now back to reality - thanks for another beautiful week of learnings and Rfriends.
🏴☠️💙
September 19, 2025 at 1:40 PM
One final heartwarming moment from #positconf2025: dropping my students off at Tidy Dev Day! 😍
Three talented #rstats programmers coming your way, #tidyverse!
Now back to reality - thanks for another beautiful week of learnings and Rfriends.
🏴☠️💙
Three talented #rstats programmers coming your way, #tidyverse!
Now back to reality - thanks for another beautiful week of learnings and Rfriends.
🏴☠️💙
September 18, 2025 at 8:47 PM
Could this {uv} solution recommended by @juliasilge.com be the answer to the personal hell that is "Import Error: no module named 'numpy'" ?
#positconf2025
#positconf2025
September 18, 2025 at 5:12 PM
Could this {uv} solution recommended by @juliasilge.com be the answer to the personal hell that is "Import Error: no module named 'numpy'" ?
#positconf2025
#positconf2025
We took the @rdatatable.bsky.social hex stickers to see their real-life mascots!
If you're at #positconf2025, come by the #rdatatable Birds of a Feather at lunch today to chat about the future of the package and get some swag!
🦭💛🖤
If you're at #positconf2025, come by the #rdatatable Birds of a Feather at lunch today to chat about the future of the package and get some swag!
🦭💛🖤
September 18, 2025 at 2:29 PM
We took the @rdatatable.bsky.social hex stickers to see their real-life mascots!
If you're at #positconf2025, come by the #rdatatable Birds of a Feather at lunch today to chat about the future of the package and get some swag!
🦭💛🖤
If you're at #positconf2025, come by the #rdatatable Birds of a Feather at lunch today to chat about the future of the package and get some swag!
🦭💛🖤
I loved the "Hmmmmmm" in the crowd when @jcheng5.bsky.social showed this data quality problem uncovered by the #positron Databot tool.
No human caught this during the Tidy Tuesday for the data.
I've been skeptical of AI for data analysis, but this is an extremely compelling use case. 🫣
No human caught this during the Tidy Tuesday for the data.
I've been skeptical of AI for data analysis, but this is an extremely compelling use case. 🫣
September 17, 2025 at 9:03 PM
I loved the "Hmmmmmm" in the crowd when @jcheng5.bsky.social showed this data quality problem uncovered by the #positron Databot tool.
No human caught this during the Tidy Tuesday for the data.
I've been skeptical of AI for data analysis, but this is an extremely compelling use case. 🫣
No human caught this during the Tidy Tuesday for the data.
I've been skeptical of AI for data analysis, but this is an extremely compelling use case. 🫣
The always delightful @k-bott.bsky.social shares the educational principles of Posit Academy for teaching professionals in the wild:
Practice that is:
💫 Repeated over time,
💕 relevant to their domain,
🪜 within their reach, and
👯♂️ conducted in a community.
#positconf2025
Practice that is:
💫 Repeated over time,
💕 relevant to their domain,
🪜 within their reach, and
👯♂️ conducted in a community.
#positconf2025
September 17, 2025 at 6:16 PM
The always delightful @k-bott.bsky.social shares the educational principles of Posit Academy for teaching professionals in the wild:
Practice that is:
💫 Repeated over time,
💕 relevant to their domain,
🪜 within their reach, and
👯♂️ conducted in a community.
#positconf2025
Practice that is:
💫 Repeated over time,
💕 relevant to their domain,
🪜 within their reach, and
👯♂️ conducted in a community.
#positconf2025
It's so hard to give a "teaching how to teach" talk in a way that includes concrete, actionable advice.
@ryjohnson09.bsky.social just nailed it.
(Pic taken from the floor, because here at #positconf2025 the education sections are popular! 🥳)
@ryjohnson09.bsky.social just nailed it.
(Pic taken from the floor, because here at #positconf2025 the education sections are popular! 🥳)
September 17, 2025 at 5:22 PM
It's so hard to give a "teaching how to teach" talk in a way that includes concrete, actionable advice.
@ryjohnson09.bsky.social just nailed it.
(Pic taken from the floor, because here at #positconf2025 the education sections are popular! 🥳)
@ryjohnson09.bsky.social just nailed it.
(Pic taken from the floor, because here at #positconf2025 the education sections are popular! 🥳)
.... and also a really really cool one that was surprising to me even as an educator. I had no idea videos made *that* much of a measurable impact!
September 17, 2025 at 2:49 PM
.... and also a really really cool one that was surprising to me even as an educator. I had no idea videos made *that* much of a measurable impact!
Incredibly relatable slide from Kene David Nwosu at #positconf2025...
(also, first time I've seen Hofstadter's law referenced by someone besides @stat110.bsky.social !)
(also, first time I've seen Hofstadter's law referenced by someone besides @stat110.bsky.social !)
September 17, 2025 at 2:49 PM
Incredibly relatable slide from Kene David Nwosu at #positconf2025...
(also, first time I've seen Hofstadter's law referenced by someone besides @stat110.bsky.social !)
(also, first time I've seen Hofstadter's law referenced by someone besides @stat110.bsky.social !)
September 15, 2025 at 2:03 PM
August 17, 2025 at 12:15 PM
I've been hyped about @rundel.bsky.social's {parsermd} for a long time, and now that it's Quarto-ready, I shall definitely be building on it! 👷♀️🛠️
So many possibilities - like the ability to create a student version and solution version from the same source doc!
github.com/rundel/parse...
So many possibilities - like the ability to create a student version and solution version from the same source doc!
github.com/rundel/parse...
August 10, 2025 at 5:58 PM
I've been hyped about @rundel.bsky.social's {parsermd} for a long time, and now that it's Quarto-ready, I shall definitely be building on it! 👷♀️🛠️
So many possibilities - like the ability to create a student version and solution version from the same source doc!
github.com/rundel/parse...
So many possibilities - like the ability to create a student version and solution version from the same source doc!
github.com/rundel/parse...
Huge 👏👏👏 to @calpolyslo.bsky.social WunderKind @visruth.com for his #useR2025 talk on {flourish}!
🌟{flourish} is a Quarto extension for adding highlighting to source code chunks - the successor to {flair} in Rmd.
🔗 V's slides: visruth.com/flourish-talk
🔗 Github: github.com/kbodwin/flourish
🌟{flourish} is a Quarto extension for adding highlighting to source code chunks - the successor to {flair} in Rmd.
🔗 V's slides: visruth.com/flourish-talk
🔗 Github: github.com/kbodwin/flourish
August 10, 2025 at 5:19 PM
Huge 👏👏👏 to @calpolyslo.bsky.social WunderKind @visruth.com for his #useR2025 talk on {flourish}!
🌟{flourish} is a Quarto extension for adding highlighting to source code chunks - the successor to {flair} in Rmd.
🔗 V's slides: visruth.com/flourish-talk
🔗 Github: github.com/kbodwin/flourish
🌟{flourish} is a Quarto extension for adding highlighting to source code chunks - the successor to {flair} in Rmd.
🔗 V's slides: visruth.com/flourish-talk
🔗 Github: github.com/kbodwin/flourish
Last but very definitely not least in the #useR2025 ⚡️talks: @vincentab.bsky.social showing us the power of {tinytable}!
IMHO: {gt} is king for fancy reproducible html tables, but {tinytable} should be the go-to for quick formatting and other file formats.
vincentarelbundock.github.io/tinytable/
IMHO: {gt} is king for fancy reproducible html tables, but {tinytable} should be the go-to for quick formatting and other file formats.
vincentarelbundock.github.io/tinytable/
August 10, 2025 at 3:33 PM
Last but very definitely not least in the #useR2025 ⚡️talks: @vincentab.bsky.social showing us the power of {tinytable}!
IMHO: {gt} is king for fancy reproducible html tables, but {tinytable} should be the go-to for quick formatting and other file formats.
vincentarelbundock.github.io/tinytable/
IMHO: {gt} is king for fancy reproducible html tables, but {tinytable} should be the go-to for quick formatting and other file formats.
vincentarelbundock.github.io/tinytable/
LOVED McCall Pitcher's ⚡️ talk at #user2025 showing how she cleverly used existing ggplot tools to turn her plot into snappy storytelling.
Deceptively simple code, but some truly clever ways to tweak the plot!
(Is she on here? I couldn't find an acct...)
Deceptively simple code, but some truly clever ways to tweak the plot!
(Is she on here? I couldn't find an acct...)
August 10, 2025 at 3:07 PM
LOVED McCall Pitcher's ⚡️ talk at #user2025 showing how she cleverly used existing ggplot tools to turn her plot into snappy storytelling.
Deceptively simple code, but some truly clever ways to tweak the plot!
(Is she on here? I couldn't find an acct...)
Deceptively simple code, but some truly clever ways to tweak the plot!
(Is she on here? I couldn't find an acct...)
{hexsession} by @liomys.mx is fun and useful!
Produces css/html snippets that tile hex logos nicely, e.g. to showcase your #rstats package projects. 😎
github.com/luisDVA/hexs...
#useR2025
Produces css/html snippets that tile hex logos nicely, e.g. to showcase your #rstats package projects. 😎
github.com/luisDVA/hexs...
#useR2025
August 10, 2025 at 2:48 PM
{hexsession} by @liomys.mx is fun and useful!
Produces css/html snippets that tile hex logos nicely, e.g. to showcase your #rstats package projects. 😎
github.com/luisDVA/hexs...
#useR2025
Produces css/html snippets that tile hex logos nicely, e.g. to showcase your #rstats package projects. 😎
github.com/luisDVA/hexs...
#useR2025
In the frenzy of exciting #useR2025 talks, I forgot to mention that I also gave my talk. 😆
"Adding models to {tidyclust}", slides here: kbodwin.github.io/Talks-and-Pr...
PC: @healthandstats.bsky.social
"Adding models to {tidyclust}", slides here: kbodwin.github.io/Talks-and-Pr...
PC: @healthandstats.bsky.social
August 10, 2025 at 2:12 AM
In the frenzy of exciting #useR2025 talks, I forgot to mention that I also gave my talk. 😆
"Adding models to {tidyclust}", slides here: kbodwin.github.io/Talks-and-Pr...
PC: @healthandstats.bsky.social
"Adding models to {tidyclust}", slides here: kbodwin.github.io/Talks-and-Pr...
PC: @healthandstats.bsky.social
The step that resonated most for me in this talk was "Ownership". @yabellini.bsky.social challenged us to think of the moment where I felt like #rstats was *my thing* and not just something I use.
The answer is unequivocally my first #tidyverse Dev Day. 🥰
The answer is unequivocally my first #tidyverse Dev Day. 🥰
August 9, 2025 at 9:52 PM
The step that resonated most for me in this talk was "Ownership". @yabellini.bsky.social challenged us to think of the moment where I felt like #rstats was *my thing* and not just something I use.
The answer is unequivocally my first #tidyverse Dev Day. 🥰
The answer is unequivocally my first #tidyverse Dev Day. 🥰
2. Community building is a many step process from awareness to belonging.
Inclusivity is key at every step. 🌎🌍🌏
Inclusivity is key at every step. 🌎🌍🌏
August 9, 2025 at 9:52 PM
2. Community building is a many step process from awareness to belonging.
Inclusivity is key at every step. 🌎🌍🌏
Inclusivity is key at every step. 🌎🌍🌏
I've been excited for @yabellini.bsky.social's #user2025 Keynote since it was announced!!!
Title slide does not disappoint. 🥰
Title slide does not disappoint. 🥰
August 9, 2025 at 9:04 PM
I've been excited for @yabellini.bsky.social's #user2025 Keynote since it was announced!!!
Title slide does not disappoint. 🥰
Title slide does not disappoint. 🥰
Case in point: direct 6-line implementation of an attention layer, leaning on torch and luz packages...
.... then visualize the predictions (traffic flow in NZ) on a map!
.... then visualize the predictions (traffic flow in NZ) on a map!
August 9, 2025 at 1:44 PM
Case in point: direct 6-line implementation of an attention layer, leaning on torch and luz packages...
.... then visualize the predictions (traffic flow in NZ) on a map!
.... then visualize the predictions (traffic flow in NZ) on a map!
August 8, 2025 at 9:09 PM
August 8, 2025 at 9:00 PM