We're formerly known as RStudio. You can always download our open-source IDE here. https://posit.co/download/rstudio-desktop/
Runs alongside Shiny in the same process. We're already using it at Posit to explore new real-time capabilities.
#Rstats #tidyverse
tidyverse.org/blog/2026/02/nanonext-1-8-0/
Runs alongside Shiny in the same process. We're already using it at Posit to explore new real-time capabilities.
#Rstats #tidyverse
tidyverse.org/blog/2026/02/nanonext-1-8-0/
Register: posit.co/webinar/brid...
Register: posit.co/webinar/brid...
Built entirely in Rust, get up to 2x faster in R and 50x faster in Python vs. defaults, tag evaluation (like code execution) is opt-in, and strict YAML 1.2 compliance for consistent data.
Learn more: tidyverse.org/blog/2026/01...
Built entirely in Rust, get up to 2x faster in R and 50x faster in Python vs. defaults, tag evaluation (like code execution) is opt-in, and strict YAML 1.2 compliance for consistent data.
Learn more: tidyverse.org/blog/2026/01...
We love @emilyriederer.bsky.social's episode on The Test Set, and we think you will too!
Check it and all our past episodes on our YouTube playlist: www.youtube.com/playlist?lis...
We love @emilyriederer.bsky.social's episode on The Test Set, and we think you will too!
Check it and all our past episodes on our YouTube playlist: www.youtube.com/playlist?lis...
- `filter_out()` for dropping rows
- `recode_values()`, `replace_values()`, and `replace_when()` that join `case_when()` as a complete family of recoding/replacing tools
These are huge quality of life wins for #rstats!
tidyverse.org/blog/2026/02...
- `filter_out()` for dropping rows
- `recode_values()`, `replace_values()`, and `replace_when()` that join `case_when()` as a complete family of recoding/replacing tools
These are huge quality of life wins for #rstats!
tidyverse.org/blog/2026/02...
Sharing it securely and efficiently isn’t.
In this live webinar, we’ll break down when Posit Connect vs. Connect Cloud makes sense, with a practical framework you can use right away.
📅 Feb 19, 2026
🔗 posit.co/webinar/publ...
#RStats #Python #DataScience
Sharing it securely and efficiently isn’t.
In this live webinar, we’ll break down when Posit Connect vs. Connect Cloud makes sense, with a practical framework you can use right away.
📅 Feb 19, 2026
🔗 posit.co/webinar/publ...
#RStats #Python #DataScience
This framework brings a mature, high-fidelity validation ecosystem to #Python.
✅ 25+ validation methods ✅ Beautiful, interactive reports ✅ Support for Pandas, Polars, & SQL
Read more: posit.co/blog/fifty-r...
This framework brings a mature, high-fidelity validation ecosystem to #Python.
✅ 25+ validation methods ✅ Beautiful, interactive reports ✅ Support for Pandas, Polars, & SQL
Read more: posit.co/blog/fifty-r...
#rstats #databs
Feb 3 @ 12 pm ET: pos.it/dslab
#rstats #databs
Join us in Houston to share your work with the R & Python community.
🎤 Speakers receive: Professional coaching, free conference pass, travel assistance
Submit your 20-min talk proposal: pos.it/conf-talk-2026
Join us in Houston to share your work with the R & Python community.
🎤 Speakers receive: Professional coaching, free conference pass, travel assistance
Submit your 20-min talk proposal: pos.it/conf-talk-2026
This week's edition includes:
• Claude's "constitution"
• How much electricity do coding agents use?
• Pre- and post-training
And more!
📬 Read the newsletter: posit.co/blog/ai-news...
This week's edition includes:
• Claude's "constitution"
• How much electricity do coding agents use?
• Pre- and post-training
And more!
📬 Read the newsletter: posit.co/blog/ai-news...
The conference focuses on machine learning, data science, and AI systems running in production.
4–5 June 2026, Newcastle, UK.
The Call for Papers closes today:
ai-in-production.jumpingrivers.com
The conference focuses on machine learning, data science, and AI systems running in production.
4–5 June 2026, Newcastle, UK.
The Call for Papers closes today:
ai-in-production.jumpingrivers.com
We talk about moving between R, SQL, python and the strengths of different analytical tools for diff data tasks. You won't believe what proprietary language gets a shout-out (Stata!)
posit.co/thetestset/e...
We talk about moving between R, SQL, python and the strengths of different analytical tools for diff data tasks. You won't believe what proprietary language gets a shout-out (Stata!)
posit.co/thetestset/e...
Bridge the gap between data and natural language. Users can query datasets in plain English, with queries translated directly into SQL.
Read the walkthrough by @veerle.hypebright.nl: 🔗 shiny.posit.co/blog/posts/q...
Bridge the gap between data and natural language. Users can query datasets in plain English, with queries translated directly into SQL.
Read the walkthrough by @veerle.hypebright.nl: 🔗 shiny.posit.co/blog/posts/q...
#rstats #rag #ai
#rstats #rag #ai
Download the latest BARC spotlight: posit.co/whitepaper/h...
Download the latest BARC spotlight: posit.co/whitepaper/h...
Share your work on R, Python, open-source, or any topic the community would love. Can't make it to Houston? Apply for our virtual track! It’s a great way to reach the global community.
Apply here: posit.co/blog/posit-c...
#positconf2026 #rstats
Share your work on R, Python, open-source, or any topic the community would love. Can't make it to Houston? Apply for our virtual track! It’s a great way to reach the global community.
Apply here: posit.co/blog/posit-c...
#positconf2026 #rstats
Karan Gathani shows how to use InspectAI and #Python to build systematic Evals. Specifically for Python/Shiny devs: ✅ Isolate LLM logic ✅ Build realistic test datasets ✅ Automate scoring ✅ CI/CD integration
Read the post: posit.co/blog/using-e...
Karan Gathani shows how to use InspectAI and #Python to build systematic Evals. Specifically for Python/Shiny devs: ✅ Isolate LLM logic ✅ Build realistic test datasets ✅ Automate scoring ✅ CI/CD integration
Read the post: posit.co/blog/using-e...
Release notes: github.com/rstudio/gt/r...
Release notes: github.com/rstudio/gt/r...
This update brings performance gains and new fns for string manipulation in #RStats.
Highlights include: Faster replacements with `str_replace_all()`, 🐫 new case tools to camel, snake, and kebab, case-sensitive str_like(), & more.
Read more: tidyverse.org/blog/2025/11...
This update brings performance gains and new fns for string manipulation in #RStats.
Highlights include: Faster replacements with `str_replace_all()`, 🐫 new case tools to camel, snake, and kebab, case-sensitive str_like(), & more.
Read more: tidyverse.org/blog/2025/11...
In this screencast, I walk through how to set up Positron Assistant 🤖 to use GitHub Copilot as a model provider:
youtu.be/T8dCQ6iIFXo
In this screencast, I walk through how to set up Positron Assistant 🤖 to use GitHub Copilot as a model provider:
youtu.be/T8dCQ6iIFXo
I'll be walking through how I use the R package structure to work more efficiently and the tools I use to do it!
events.zoom.us/ev/ApTgbXfay...
#rstats #databs
I'll be walking through how I use the R package structure to work more efficiently and the tools I use to do it!
events.zoom.us/ev/ApTgbXfay...
#rstats #databs
Try it out and report back!
#rstats
Try it out and report back!
#rstats
Accepted speakers get:
✨ Travel & lodging help
✨ Free conference pass
✨ Professional coaching
Apply by Feb 6 to join us Sept 14-16 in Houston, TX!
Submit here: pos.it/conf-talk-2026
#positconf2026 #rstats #pydata
Accepted speakers get:
✨ Travel & lodging help
✨ Free conference pass
✨ Professional coaching
Apply by Feb 6 to join us Sept 14-16 in Houston, TX!
Submit here: pos.it/conf-talk-2026
#positconf2026 #rstats #pydata
Transform Scikit-learn pipelines into SQL with even better performance. Version 0.3.0 introduces optimized tree-based models, precomputing repeated logic to make SQL queries up to 3x faster.
Perfect for #MLOps & database-level inference.
🔗 posit.co/blog/orbital...
Transform Scikit-learn pipelines into SQL with even better performance. Version 0.3.0 introduces optimized tree-based models, precomputing repeated logic to make SQL queries up to 3x faster.
Perfect for #MLOps & database-level inference.
🔗 posit.co/blog/orbital...