Posit
@posit.co
We make free, open-source software for data scientists like the RStudio IDE.
We're formerly known as RStudio. You can always download our open-source IDE here. https://posit.co/download/rstudio-desktop/
We're formerly known as RStudio. You can always download our open-source IDE here. https://posit.co/download/rstudio-desktop/
Reposted by Posit
Once you've built something with ellmer, how can you tell whether it's any good? My posit::conf(2025) talk on LLM evaluation with #rstats is now live. :)
www.youtube.com/watch?v=HciR...
www.youtube.com/watch?v=HciR...
Is that LLM feature any good? (Simon P. Couch, Posit) | posit::conf(2025)
YouTube video by Posit PBC
www.youtube.com
November 14, 2025 at 3:27 PM
Once you've built something with ellmer, how can you tell whether it's any good? My posit::conf(2025) talk on LLM evaluation with #rstats is now live. :)
www.youtube.com/watch?v=HciR...
www.youtube.com/watch?v=HciR...
Reposted by Posit
testthat 3.3.0 out now! This is a massive release with tons of improvements including better failure messages, new expectations, improved snapshotting, new vignettes, and much much more: tidyverse.org/blog/2025/11... Post includes some thoughts on developing an #rstats package with Claude Code.
testthat 3.3.0
testthat 3.3.0 brings improved expectations with better error messages, new expectations for common testing patterns, and lifecycle changes including the removal of `local_mock()` and `with_mock()`. I...
tidyverse.org
November 13, 2025 at 5:24 PM
testthat 3.3.0 out now! This is a massive release with tons of improvements including better failure messages, new expectations, improved snapshotting, new vignettes, and much much more: tidyverse.org/blog/2025/11... Post includes some thoughts on developing an #rstats package with Claude Code.
Check out our new tutorial from @chendaniely.bsky.social showing you how to use Shiny Express (the easiest way to build #Python web apps) and deploy them at zero cost on Posit Connect Cloud. We built the whole thing in Positron IDE! 🚀
Watch it here: www.youtube.com/watch?v=pNJr...
Watch it here: www.youtube.com/watch?v=pNJr...
November 13, 2025 at 4:48 PM
Check out our new tutorial from @chendaniely.bsky.social showing you how to use Shiny Express (the easiest way to build #Python web apps) and deploy them at zero cost on Posit Connect Cloud. We built the whole thing in Positron IDE! 🚀
Watch it here: www.youtube.com/watch?v=pNJr...
Watch it here: www.youtube.com/watch?v=pNJr...
Reposted by Posit
To be effective, data science agents need to be able to read plots reliably. @sara-altman.bsky.social and I wrote about some concerning findings on LLMs' ability to interpret plots when the content contradicts their expectations on the @posit.co blog.
posit.co/blog/introdu...
posit.co/blog/introdu...
When plotting, LLMs see what they expect to see - Posit
Data science agents need to accurately read plots even when the content contradicts their expectations. Our testing shows today's LLMs still struggle here.
posit.co
November 13, 2025 at 3:07 PM
To be effective, data science agents need to be able to read plots reliably. @sara-altman.bsky.social and I wrote about some concerning findings on LLMs' ability to interpret plots when the content contradicts their expectations on the @posit.co blog.
posit.co/blog/introdu...
posit.co/blog/introdu...
See how Positron scales at work.
Join our November 26 demo to explore Positron Pro, the enterprise-ready IDE inside Posit Workbench.
Register here → events.zoom.us/ev/Ajss5j9Ve...
#DataScience #Positron #Python #RStats
Join our November 26 demo to explore Positron Pro, the enterprise-ready IDE inside Posit Workbench.
Register here → events.zoom.us/ev/Ajss5j9Ve...
#DataScience #Positron #Python #RStats
November 12, 2025 at 11:34 PM
See how Positron scales at work.
Join our November 26 demo to explore Positron Pro, the enterprise-ready IDE inside Posit Workbench.
Register here → events.zoom.us/ev/Ajss5j9Ve...
#DataScience #Positron #Python #RStats
Join our November 26 demo to explore Positron Pro, the enterprise-ready IDE inside Posit Workbench.
Register here → events.zoom.us/ev/Ajss5j9Ve...
#DataScience #Positron #Python #RStats
Reposted by Posit
November 12, 2025 at 3:52 PM
Reposted by Posit
We're hiring an open-source #python developer focused on modeling APIs!
tidyverse.org/blog/2025/11...
#numpy #scipy #scikitlearn
tidyverse.org/blog/2025/11...
#numpy #scipy #scikitlearn
Python Open-Source Developer
Posit is hiring a Python open-source developer to create more data analysis tools.
tidyverse.org
November 12, 2025 at 5:46 PM
We're hiring an open-source #python developer focused on modeling APIs!
tidyverse.org/blog/2025/11...
#numpy #scipy #scikitlearn
tidyverse.org/blog/2025/11...
#numpy #scipy #scikitlearn
Reposted by Posit
My Culinary Collection Dashboard received the Best Reactable Table prize at the @posit.co Table Contest 2025.
Thank you to the Posit team and community for the recognition and inspiration.
Congrats to all the winners and participants..
More Info: deepalikank.in
#DataViz #rstats
Thank you to the Posit team and community for the recognition and inspiration.
Congrats to all the winners and participants..
More Info: deepalikank.in
#DataViz #rstats
November 12, 2025 at 3:40 AM
My Culinary Collection Dashboard received the Best Reactable Table prize at the @posit.co Table Contest 2025.
Thank you to the Posit team and community for the recognition and inspiration.
Congrats to all the winners and participants..
More Info: deepalikank.in
#DataViz #rstats
Thank you to the Posit team and community for the recognition and inspiration.
Congrats to all the winners and participants..
More Info: deepalikank.in
#DataViz #rstats
Announcing the Winners of the 2025 Posit Table Contest! 🏆
The data community showcased stunning work in #RStats/ #Python using gt, Reactable, and #Quarto, transforming complex data into beautiful, effective communication.
Congrats to all the winners!
See the innovation: posit.co/blog/2025-ta...
The data community showcased stunning work in #RStats/ #Python using gt, Reactable, and #Quarto, transforming complex data into beautiful, effective communication.
Congrats to all the winners!
See the innovation: posit.co/blog/2025-ta...
Winners of the 2025 Table Contest - Posit
We had many submissions to the Posit 2025 Table Contest and this post will show you the winners, the special prize recipients, and the runners up!
posit.co
November 11, 2025 at 3:48 PM
Announcing the Winners of the 2025 Posit Table Contest! 🏆
The data community showcased stunning work in #RStats/ #Python using gt, Reactable, and #Quarto, transforming complex data into beautiful, effective communication.
Congrats to all the winners!
See the innovation: posit.co/blog/2025-ta...
The data community showcased stunning work in #RStats/ #Python using gt, Reactable, and #Quarto, transforming complex data into beautiful, effective communication.
Congrats to all the winners!
See the innovation: posit.co/blog/2025-ta...
Reposted by Posit
The recording of my #rstats posit::conf talk ✨ practical {renv}✨ is available! 🎉
I created this talk for frustrated {renv} users 🫠 and potential {renv} users🤩
youtu.be/l01u7Ue9pIQ?...
Even if {renv} isn't on your radar, you may still find this talk interesting if you are curious about🤔...
I created this talk for frustrated {renv} users 🫠 and potential {renv} users🤩
youtu.be/l01u7Ue9pIQ?...
Even if {renv} isn't on your radar, you may still find this talk interesting if you are curious about🤔...
Practical {renv} (Shannon Pileggi, The PCCTC) | posit::conf(2025)
YouTube video by Posit PBC
youtu.be
November 11, 2025 at 1:32 PM
The recording of my #rstats posit::conf talk ✨ practical {renv}✨ is available! 🎉
I created this talk for frustrated {renv} users 🫠 and potential {renv} users🤩
youtu.be/l01u7Ue9pIQ?...
Even if {renv} isn't on your radar, you may still find this talk interesting if you are curious about🤔...
I created this talk for frustrated {renv} users 🫠 and potential {renv} users🤩
youtu.be/l01u7Ue9pIQ?...
Even if {renv} isn't on your radar, you may still find this talk interesting if you are curious about🤔...
Many congratulations to the winners of the 2025 Table Contest. Great code, great presentations, great tables! 🏆
My table won the 'Best Sports Table' category in the @posit.co 2025 Table Contest 🏆
Code and data available on my GitHub (linked in the post below along with my submission).
posit.co/blog/2025-ta...
Code and data available on my GitHub (linked in the post below along with my submission).
posit.co/blog/2025-ta...
Winners of the 2025 Table Contest - Posit
We had many submissions to the Posit 2025 Table Contest and this post will show you the winners, the special prize recipients, and the runners up!
posit.co
November 11, 2025 at 3:44 PM
Many congratulations to the winners of the 2025 Table Contest. Great code, great presentations, great tables! 🏆
Congratulations to @jauntyjjs.bsky.social and all the winners of the 2025 Table Contest! 🎉
Sharing my joy 🌞 that I'm one of the runners up for 2025 Posit Table 𝄜 Contest. Grateful to
@posit.co for the chance to share nice but less-known places to visit in 🇸🇬 🦁.
@nrennie.bsky.social table on lemurs as inspiration.
#rstats #PositTable #TableContest #DataVisualisation #SingaporeTourism
@posit.co for the chance to share nice but less-known places to visit in 🇸🇬 🦁.
@nrennie.bsky.social table on lemurs as inspiration.
#rstats #PositTable #TableContest #DataVisualisation #SingaporeTourism
November 11, 2025 at 3:43 PM
Congratulations to @jauntyjjs.bsky.social and all the winners of the 2025 Table Contest! 🎉
Reposted by Posit
We’ve just added some of your most requested features to @posit.co Connect Cloud ⛅
1. Deploy programmatically from RStudio with rsconnect
2. Set fine-grained Compute and Runtime settings
3. Schedule automated content republishing (paid plans only)
What else do you want to see support for?
1. Deploy programmatically from RStudio with rsconnect
2. Set fine-grained Compute and Runtime settings
3. Schedule automated content republishing (paid plans only)
What else do you want to see support for?
More Control for Your Connect Cloud Deployments - Posit
Posit Connect Cloud launched new features for programmatic deployment, resource control, and automated scheduling to simplify managing R and Python data applications.
posit.co
November 10, 2025 at 9:16 PM
We’ve just added some of your most requested features to @posit.co Connect Cloud ⛅
1. Deploy programmatically from RStudio with rsconnect
2. Set fine-grained Compute and Runtime settings
3. Schedule automated content republishing (paid plans only)
What else do you want to see support for?
1. Deploy programmatically from RStudio with rsconnect
2. Set fine-grained Compute and Runtime settings
3. Schedule automated content republishing (paid plans only)
What else do you want to see support for?
Posit Workbench 2025.09.2 is live!
Now with expanded AI provider support — connect to GitHub Copilot, AWS Bedrock, and OpenAI-compatible models — plus new Data Explorer features for reproducible analysis.
🔗 Read the release notes: posit.co/blog/rstudio...
Now with expanded AI provider support — connect to GitHub Copilot, AWS Bedrock, and OpenAI-compatible models — plus new Data Explorer features for reproducible analysis.
🔗 Read the release notes: posit.co/blog/rstudio...
November 10, 2025 at 6:26 PM
Posit Workbench 2025.09.2 is live!
Now with expanded AI provider support — connect to GitHub Copilot, AWS Bedrock, and OpenAI-compatible models — plus new Data Explorer features for reproducible analysis.
🔗 Read the release notes: posit.co/blog/rstudio...
Now with expanded AI provider support — connect to GitHub Copilot, AWS Bedrock, and OpenAI-compatible models — plus new Data Explorer features for reproducible analysis.
🔗 Read the release notes: posit.co/blog/rstudio...
Reposted by Posit
My talk from posit::conf earlier this fall on getting unstuck with #Python is now available to watch!
- Ten years ago, I attempted to learn Python and it went EXTRMELY badly 😩
- I am really happy that so much tooling in this area has improved SO much since then 😌
youtu.be/pMVYl9fx1EE
- Ten years ago, I attempted to learn Python and it went EXTRMELY badly 😩
- I am really happy that so much tooling in this area has improved SO much since then 😌
youtu.be/pMVYl9fx1EE
How I got unstuck with Python (Julia Silge, Posit) | posit::conf(2025)
YouTube video by Posit PBC
youtu.be
November 8, 2025 at 11:59 PM
My talk from posit::conf earlier this fall on getting unstuck with #Python is now available to watch!
- Ten years ago, I attempted to learn Python and it went EXTRMELY badly 😩
- I am really happy that so much tooling in this area has improved SO much since then 😌
youtu.be/pMVYl9fx1EE
- Ten years ago, I attempted to learn Python and it went EXTRMELY badly 😩
- I am really happy that so much tooling in this area has improved SO much since then 😌
youtu.be/pMVYl9fx1EE
Reposted by Posit
Hi #pydata! My #pydataseattle tutorial on dashboards and #ai are up: chendaniely.github.io/pydata-seattle-2025-llm
It's a condensed version of my #positconf #python and #nydsaic workshops:
github.com/posit-conf-2025/shiny-py
github.com/chendaniely/nydsaic2025-llm
#databs
It's a condensed version of my #positconf #python and #nydsaic workshops:
github.com/posit-conf-2025/shiny-py
github.com/chendaniely/nydsaic2025-llm
#databs
PyData Seattle 2025 LLM Dashboard Tutorial – PyData Seattle: LLMs, Chatbots, and Dashboards
chendaniely.github.io
November 9, 2025 at 7:58 PM
Hi #pydata! My #pydataseattle tutorial on dashboards and #ai are up: chendaniely.github.io/pydata-seattle-2025-llm
It's a condensed version of my #positconf #python and #nydsaic workshops:
github.com/posit-conf-2025/shiny-py
github.com/chendaniely/nydsaic2025-llm
#databs
It's a condensed version of my #positconf #python and #nydsaic workshops:
github.com/posit-conf-2025/shiny-py
github.com/chendaniely/nydsaic2025-llm
#databs
Reposted by Posit
Reposted by Posit
I gave the closing keynote at posit::conf in September and it's available to watch. When you find yourself giving a talk with a little tiny microphone stuck to the side of your head you have to ask yourself some hard questions, but the talk was partly about that.
youtu.be/ZamPCbvBAgE
youtu.be/ZamPCbvBAgE
Trustworthy Data Visualization (Kieran Healy, Duke University) | posit::conf(2025)
YouTube video by Posit PBC
youtu.be
November 7, 2025 at 9:20 PM
I gave the closing keynote at posit::conf in September and it's available to watch. When you find yourself giving a talk with a little tiny microphone stuck to the side of your head you have to ask yourself some hard questions, but the talk was partly about that.
youtu.be/ZamPCbvBAgE
youtu.be/ZamPCbvBAgE
Reposted by Posit
My posit::conf(2025) talk with @gosterhout.bsky.social on election reporting with #rstats and #QuartoPub is up on YouTube now!
See the slides here: andrewheiss.github.io/election-des...
And see a whole example/tutorial site here: andrewheiss.github.io/election-desk/
See the slides here: andrewheiss.github.io/election-des...
And see a whole example/tutorial site here: andrewheiss.github.io/election-desk/
Election Night Reporting Using R & Quarto (Andrew Heiss & Gabe Osterhout) | posit::conf(2025)
YouTube video by Posit PBC
www.youtube.com
November 10, 2025 at 4:49 PM
My posit::conf(2025) talk with @gosterhout.bsky.social on election reporting with #rstats and #QuartoPub is up on YouTube now!
See the slides here: andrewheiss.github.io/election-des...
And see a whole example/tutorial site here: andrewheiss.github.io/election-desk/
See the slides here: andrewheiss.github.io/election-des...
And see a whole example/tutorial site here: andrewheiss.github.io/election-desk/
Reposted by Posit
This edition of @sara-altman.bsky.social and I's AI Newsletter is a @posit.co heavy one! Support for new model providers in Positron Assistant, an experimental coding agent for RStudio, a conference on #rstats + AI this week, and more. :)
posit.co/blog/2025-11...
posit.co/blog/2025-11...
2025-11-07 AI Newsletter - Posit
Anthropic tested whether LLMs can introspect, Posit added support for AWS Bedrock and custom providers in Positron Assistant, and OpenAI finalized its for-profit shift toward a $1T IPO.
posit.co
November 10, 2025 at 2:36 PM
This edition of @sara-altman.bsky.social and I's AI Newsletter is a @posit.co heavy one! Support for new model providers in Positron Assistant, an experimental coding agent for RStudio, a conference on #rstats + AI this week, and more. :)
posit.co/blog/2025-11...
posit.co/blog/2025-11...
Reposted by Posit
This @posit.co::conf(2025) talk is everything: "The geospatial suite for Arrow is relatively new...so this is a PSA that it exists and it's really powerful and impressive. I actually also found it very easy to use...and I didn't really have much trouble learning it" www.youtube.com/watch?v=EHyg...
Make Big Geospatial Data Accessible with Arrow (Cari Gostic, Sonoma Technology) | posit::conf(2025)
YouTube video by Posit PBC
www.youtube.com
November 7, 2025 at 10:49 PM
This @posit.co::conf(2025) talk is everything: "The geospatial suite for Arrow is relatively new...so this is a PSA that it exists and it's really powerful and impressive. I actually also found it very easy to use...and I didn't really have much trouble learning it" www.youtube.com/watch?v=EHyg...
Reposted by Posit
My Posit::conf talk is now live on YouTube! 🎥
👉 youtu.be/RxwU1cZ5FiA?...
Exploring reproducible design in R & bringing history to life through data.
Grateful to the @posit.co team! 💜
#positconf25 #RStats #DataScience
👉 youtu.be/RxwU1cZ5FiA?...
Exploring reproducible design in R & bringing history to life through data.
Grateful to the @posit.co team! 💜
#positconf25 #RStats #DataScience
History repeats itself: What the Du Bois Challenge taught me about reproducing design (Simi Ndaba)
YouTube video by Posit PBC
youtu.be
November 10, 2025 at 10:00 AM
My Posit::conf talk is now live on YouTube! 🎥
👉 youtu.be/RxwU1cZ5FiA?...
Exploring reproducible design in R & bringing history to life through data.
Grateful to the @posit.co team! 💜
#positconf25 #RStats #DataScience
👉 youtu.be/RxwU1cZ5FiA?...
Exploring reproducible design in R & bringing history to life through data.
Grateful to the @posit.co team! 💜
#positconf25 #RStats #DataScience
Reposted by Posit
We are looking for #rstats community feedback on 3 new dplyr functions!
We're aiming to expand the `filter()` family:
- `filter()` to keep rows
- `filter_out()` to drop rows
- `when_any()` and `when_all()` as modifiers
Read more and leave feedback here:
github.com/tidyverse/ti...
We're aiming to expand the `filter()` family:
- `filter()` to keep rows
- `filter_out()` to drop rows
- `when_any()` and `when_all()` as modifiers
Read more and leave feedback here:
github.com/tidyverse/ti...
November 7, 2025 at 4:03 PM
We are looking for #rstats community feedback on 3 new dplyr functions!
We're aiming to expand the `filter()` family:
- `filter()` to keep rows
- `filter_out()` to drop rows
- `when_any()` and `when_all()` as modifiers
Read more and leave feedback here:
github.com/tidyverse/ti...
We're aiming to expand the `filter()` family:
- `filter()` to keep rows
- `filter_out()` to drop rows
- `when_any()` and `when_all()` as modifiers
Read more and leave feedback here:
github.com/tidyverse/ti...
Reposted by Posit
My keynote about data science tools at posit::conf is now online! I originally meant it to be a talk about Positron, but as I was writing it, it took a left turn through the history of RStudio and into the philosophy of tool design & how to build stuff for people.
www.youtube.com/watch?v=tGre...
www.youtube.com/watch?v=tGre...
10 Years of Data Science Tools...and What Happens Next (Jonathan McPherson) | posit::conf(2025)
YouTube video by Posit PBC
www.youtube.com
November 7, 2025 at 6:11 PM
My keynote about data science tools at posit::conf is now online! I originally meant it to be a talk about Positron, but as I was writing it, it took a left turn through the history of RStudio and into the philosophy of tool design & how to build stuff for people.
www.youtube.com/watch?v=tGre...
www.youtube.com/watch?v=tGre...
🗞️ New edition of the Posit AI Newsletter is up on the Posit blog!
Curated by @sara-altman.bsky.social and @simonpcouch.com, this week covers LLM introspection, an RStudio coding agent, custom providers in Positron Assistant, and more.
Read the latest: posit.co/blog/2025-11...
Curated by @sara-altman.bsky.social and @simonpcouch.com, this week covers LLM introspection, an RStudio coding agent, custom providers in Positron Assistant, and more.
Read the latest: posit.co/blog/2025-11...
2025-11-07 AI Newsletter - Posit
Anthropic tested whether LLMs can introspect, Posit added support for AWS Bedrock and custom providers in Positron Assistant, and OpenAI finalized its for-profit shift toward a $1T IPO.
posit.co
November 7, 2025 at 1:26 PM
🗞️ New edition of the Posit AI Newsletter is up on the Posit blog!
Curated by @sara-altman.bsky.social and @simonpcouch.com, this week covers LLM introspection, an RStudio coding agent, custom providers in Positron Assistant, and more.
Read the latest: posit.co/blog/2025-11...
Curated by @sara-altman.bsky.social and @simonpcouch.com, this week covers LLM introspection, an RStudio coding agent, custom providers in Positron Assistant, and more.
Read the latest: posit.co/blog/2025-11...