Joe Kirincic
@jkirincic.bsky.social
📤 187
📥 749
📝 55
Data Science & Data Engineering
reposted by
Joe Kirincic
R Works
2 days ago
Discover
@revojoe.bsky.social
's picks for top
#RStats
CRAN pkgs released in February, including ✅ quallmer v0.3.0: Tools for AI-assisted qualitative data coding 🏥 nhanesdata v4.1.0: Access to NHANES data 📏 ggInterval v0.2.4: Visualize intervals w/ ggplot2 Read the post:
rworks.dev/posts/Feb-20...
loading . . .
February 2026 Top 40 New CRAN Packages – R Works
An attempt to capture the depth and breadth of what’s new on CRAN.
https://rworks.dev/posts/Feb-2026-Top40/
0
9
8
reposted by
Joe Kirincic
Nicola Rennie
4 days ago
🎉 ggauto is now on CRAN 🎉 An
#RStats
package that selects better chart types, and provides more accessible styling for
#ggplot2
plots 📊 Blog post explaining why I made it and how it works:
nrennie.rbind.io/blog/introdu...
#DataViz
loading . . .
Introducing ggauto: automating better charts – Nicola Rennie
The ggauto package is an opinionated ggplot2 extension package that aims to help people make better charts by default. This blog post explains why it exists and how it works.
https://nrennie.rbind.io/blog/introducing-ggauto/
6
183
64
reposted by
Joe Kirincic
6 days ago
I made a Typst + Quarto template for academic posters. It lets you embed/render code output inside your poster, so that if you ever make a code update you don't need to spiral into screenshot-copy-paste hell. I'm really loving Typst! repo
codeberg.org/edenian-prin...
#quartopub
#typst
#rstats
2
16
5
reposted by
Joe Kirincic
Johannes B. Gruber
6 days ago
My and
@max-web.bsky.social
's
#rstats
📦 {rollama} just got an update with some bug fixes and several cool new features! Now using open weight models for text and image annotation in R is even easier!
2
17
5
reposted by
Joe Kirincic
Ben Zipperer
6 days ago
The prefab package provides a theme system for setting up
#RStats
projects Here's an example setting up a bare bones data analysis project with some guidance for claude code
loading . . .
3
12
2
reposted by
Joe Kirincic
Emil Hvitfeldt
7 days ago
In exploring ways to use AI agents to help write R code I found that it was hard to extract profiling information in a way that they could interact with easily. Presenting {debrief}!! provides text-based summaries and analysis tools for {profvis} profiling output
github.com/r-lib/debrief
#rstats
2
37
11
New blog post is up. Ever had to manage a bunch of R-based ETL pipelines and wanted a better way to maintain them? I wrote about how {S7} classes and generics can turn a pile of scripts into a more extensible, composable system.
#rstats
joekirincic.com/posts/this-r-script-could-ve-been-an-s7-class/
loading . . .
This R script could’ve been an S7 class – Joe Kirincic
A tutorial about how to use {S7} to improve your data pipelines.
https://joekirincic.com/posts/this-r-script-could-ve-been-an-s7-class/
9 days ago
0
16
6
reposted by
Joe Kirincic
jemsu
13 days ago
#Positron
and
#VScode
#rstats
folks who have muscle memory of creating reprexes from highlighted code in RStudio: I made an extension to do basically the same thing, with HTML preview and all:
open-vsx.org/extension/je...
loading . . .
Open VSX Registry
https://open-vsx.org/extension/jemus42/reprex-generator-for-r
0
14
5
reposted by
Joe Kirincic
Posit
14 days ago
Announcing Rapp 0.3.0: Turn your
#RStats
scripts into polished command-line tools. 🛠️ 💻 Rapp turns R scripts into polished command-line tools. New in 0.3.0: R expressions for CLI options & switches, support for switch() blocks, help menu from comments. Read more:
tidyverse.org/blog/2026/02...
0
46
13
reposted by
Joe Kirincic
Garrick Aden-Buie
18 days ago
Humans AI Agents 🤝 CLI tools Coming soon to btw, an
#RStats
cli tool for agents and humans
2
26
2
reposted by
Joe Kirincic
Emil Hvitfeldt
18 days ago
I'm over the moon excited to the release of 0.5.0 of orbital 🛰️ This release adds full support for boosted tree, faster creation of orbital objects, optimization of execution! We can finally reliably predict with a xgboost model from a database!
tidyverse.org/blog/2026/03...
#rstats
#tidymodels
loading . . .
orbital 0.5.0
orbital 0.5.0 is on CRAN! More models and faster execution.
https://tidyverse.org/blog/2026/03/orbital-0-5-0/
2
46
11
reposted by
Joe Kirincic
Peter E. DeWitt, Ph.D.
22 days ago
Same ICD codes. Same patient. Different risk profiles. Encounter-level comorbidity logic assumes ICD codes are re-reported every visit. They usually aren’t. medicalcoder handles this 📦install.packages("medicalcoder")
#rstats
#HealthInformatics
#EHR
#ClinicalResearch
#RiskAdjustment
#PublicHealth
0
3
3
reposted by
Joe Kirincic
Chris Kenny, PhD
27 days ago
Over the weekend, I started collecting/organizing a list of cool
#rstats
skills for LLMs at
github.com/christopherk...
. Please open an issue or PR in any awesome additions you see! Includes a section for helpful posts like
@ivelasq3.bsky.social
's⬇️
add a skeleton here at some point
2
40
12
reposted by
Joe Kirincic
Isabella Velásquez
28 days ago
I rounded up a few Claude Skills for
#RStats
users. Huge thanks to the creators who developed them. They share Skills for everything from tidyverse code to brand.yml files to learning while using AI. Hope the list is useful, and please let me know what I missed! 🧡
rworks.dev/posts/claude...
loading . . .
A Few Claude Skills for R Users – R Works
The community has come together to create some great Claude Skills that you can try out today.
https://rworks.dev/posts/claude-skills-for-r-users/
4
153
47
reposted by
Joe Kirincic
Edgar
29 days ago
#tidymodels
now has its very first cheatsheet! "Preprocessing data with {recipes}" is now available in Web and PDF versions here:
rstudio.github.io/cheatsheets/...
#rstats
#posit
#rstudio
0
50
15
reposted by
Joe Kirincic
John Paul Helveston
about 1 month ago
We live in a magical time for
#dataviz
. This map is just a static html page served on GitHub pages 🤯 It uses the incredible {pmtiles}
#rstats
package by
@kylewalker.bsky.social
to quickly filter through ~21M rows of data hosted on Cloudflare
vehicletrends.github.io/hhi-map/
loading . . .
10
327
38
reposted by
Joe Kirincic
Dirk Eddelbuettel
about 1 month ago
Josh Goldstein emailed me a nice tip for
@rdatatable.bsky.social
chaining: if we start a chained `data.table` operation inside a set of parens, we are no longer subject to the 'REPL constraint' and can keep each operation on a line. See ALT text.
#rstats
Now in the pdf at
github.com/eddelbuettel...
2
24
7
reposted by
Joe Kirincic
Peter E. DeWitt, Ph.D.
about 1 month ago
📦 medicalcoder v0.8.0 is now on CRAN. medicalcoder is a unified and longitudinally aware framework for ICD-based comorbidity assessment in
#rstats
CRAN:
cran.r-project.org/package=medi...
GitHub:
github.com/dewittpe/med...
Website:
peteredewitt.com/medicalcoder/
1
12
5
reposted by
Joe Kirincic
Tomasz Kalinowski
about 1 month ago
I’m happy to announce Rapp v0.3.0 — a package that makes it easy to build and share polished CLI applications written in R. Read more:
www.tidyverse.org/blog/2026/02...
loading . . .
Rapp 0.3.0
Rapp is an R front-end (like Rscript) that turns simple scripts into polished CLIs, with automatic argument parsing, generated help, and support for commands and installable launchers.
https://www.tidyverse.org/blog/2026/02/rapp-0-3-0/
0
41
7
reposted by
Joe Kirincic
Posit
about 1 month ago
Announcing plumber2 0.2.0 for APIs in
#RStats
🔧 plumber2 0.2.0 brings essential observability and authentication features to your R workflows: Native support for traces and metrics, streamlined request handling for higher throughput, and more! Read more:
tidyverse.org/blog/2026/01...
0
25
7
reposted by
Joe Kirincic
James Balamuta
about 2 months ago
#webRios
1.1 is live! The big additions: code completion, customizable keyboard shortcuts, and a Data Import Wizard. Plus a better iPad four-pane layout (still a work in progress, more coming).
#RStats
on your iPhone and iPad keeps getting better. Best experience on
#iOS
26.
2
29
8
reposted by
Joe Kirincic
Grant McDermott
about 2 months ago
#rstats
In very non-Superbowl news, here's an experimental 📦 for nice graphics display and UX in VS Code (and other potential front-ends).
github.com/grantmcdermo...
loading . . .
GitHub - grantmcdermott/jgd: Lightweight R graphics device
Lightweight R graphics device. Contribute to grantmcdermott/jgd development by creating an account on GitHub.
https://github.com/grantmcdermott/jgd
1
12
8
reposted by
Joe Kirincic
Tyler Clark, EdD
about 2 months ago
Do you all have a need to encrypt files you generate before sending? I’ve been working with
honeycakefiles.com
to protect files. Just seeing if there might be interest in an r package to use it to protect your files if I can get one put together (with permission of the company)?
#rstats
loading . . .
Honeycake - Enterprise File Security. For Everyone.
https://honeycakefiles.com
3
6
4
reposted by
Joe Kirincic
Federica Gazzelloni
about 2 months ago
🎉 Excited to announce that typeR is now on CRAN! typeR simulates typing animations for R scripts - perfect for live coding demos and presentations. Install: install.packages("typeR") Docs:
fgazzelloni.github.io/typeR/
#rstats
#RPackage
loading . . .
typeR - Typing Animation for R Code
Simulate typing animation for R scripts, R Markdown, and Quarto documents with optional live code execution.
https://fgazzelloni.github.io/typeR/
0
15
3
reposted by
Joe Kirincic
Davis Vaughan
about 2 months ago
dplyr 1.2.0 is out now and we are SO excited! - `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...
loading . . .
dplyr 1.2.0
dplyr 1.2.0 fills in some important gaps in dplyr's API: we've added a new complement to `filter()` focused on dropping rows, and we've expanded the `case_when()` family with three new recoding and re...
https://tidyverse.org/blog/2026/02/dplyr-1-2-0/
12
464
146
reposted by
Joe Kirincic
Grant McDermott
about 2 months ago
#rstats
I've been testing out `arf`, a new R console written in Rust. Early days, but a v. smooth experience so far. Much simpler to install and link from VS Code than radian, for example, with better features too.
github.com/eitsupi/arf
loading . . .
GitHub - eitsupi/arf: Alternative R Frontend — a modern R console written in Rust
Alternative R Frontend — a modern R console written in Rust - eitsupi/arf
https://github.com/eitsupi/arf
5
42
10
reposted by
Joe Kirincic
The Jack of Kingfield
2 months ago
Mood in minneapolis right now
141
26071
5607
reposted by
Joe Kirincic
Mid terms are November 3rd 2026. Go register voters.
2 months ago
I spent way too long on this package and ultimately had to pull back on some ambition. But the {fpa} package is on its way to CRAN. If you do lots of time intelligence functions in
#rstats
- this package comes in very handy as it provides sugar syntax for common needs
usrbinr.codeberg.page/fpa/
loading . . .
Common Business Intelligence Functions for Financial Planning & Work
Tools for financial planning analysis. This package provides functions for calculating financial metrics, analyzing time series data, and generating reports.
https://usrbinr.codeberg.page/fpa/
2
7
1
reposted by
Joe Kirincic
2 months ago
Hi guys! I've spent the last 5 years building interactive reports for clients in RMarkdown and Quarto and looking at now creating Shiny apps. Curious what people would recommend as best practice frameworks, golem, rhino, or something else?
#RStats
#Shiny
1
4
1
reposted by
Joe Kirincic
Barret Schloerke
3 months ago
gqlr v0.1.0 is now on CRAN! 🎉 A
@graphql.org
server for
#rstats
New in 0.1.0: ✨ GraphiQL interactive IDE support ✨ Verbose error messages for easier debugging 🐛 Fixed mutation execution validation 🔧 Removed pryr dependency 📚:
schloerke.com/gqlr/
🐙:
github.com/schloerke/gqlr
#RStats
#GraphQL
loading . . .
GraphQL Server in R
Server implementation of GraphQL <http://spec.graphql.org/>, a query language originally created by Facebook for describing data requirements on complex application data models. Visit <https://graphql...
http://schloerke.com/gqlr/
0
4
1
reposted by
Joe Kirincic
Emil Hvitfeldt
3 months ago
Excited to share that orbital 0.4.0 is now on CRAN with post processing support for tailor and a new show_query() method
#rstats
#tidymodels
tidyverse.org/blog/2026/01...
loading . . .
orbital 0.4.0
orbital 0.4.0 is on CRAN! orbital now has post processing support.
https://tidyverse.org/blog/2026/01/orbital-0-4-0/
0
19
5
New blog post. There's a really cool function in {purrr} called modify_tree that makes working with complex nested lists easier. Read about it here:
joekirincic.com/posts/managi...
#rstats
loading . . .
https://joekirincic.com/posts/managi..
3 months ago
1
1
0
Hey
#rstats
, what’s one blog post you wish you could’ve found last year? Maybe it was a tutorial you needed that hasn’t been written yet, a review of similar packages, whatever. I’m curious what folks want to learn about R in 2026.
3 months ago
2
2
2
reposted by
Joe Kirincic
Patrick Schratz
3 months ago
Alpine 3.23
#rstats
binaries are now available at
rpkgs.com
. Subsequently, 3.21 entered EOL. Binaries will continue to be built until 3.24 has been released.
loading . . .
The R Community
https://rpkgs.com
0
2
2
reposted by
Joe Kirincic
Sharon Machlis
3 months ago
Turn Claude into an expert on writing {testthat}
#Rstats
📦 version 3 R tests with the Claude Testing R Packages skill by
@posit.co
github.com/posit-dev/sk...
That repo has other skills including how to use brand.yml with Quarto and Shiny
github.com/posit-dev/sk...
#GenAI
loading . . .
skills/r-lib/testing-r-packages at main · posit-dev/skills
A collection of Claude Skills from Posit. Contribute to posit-dev/skills development by creating an account on GitHub.
https://github.com/posit-dev/skills/tree/main/r-lib/testing-r-packages
0
42
7
Async programming won't save your Plumber API from long-running jobs. The ML model training endpoint finishes in 10 minutes, but the client times out after 1. Retries create more jobs that overwhelm CPU/RAM, killing performance. Polling and webhooks fix this.
#rstats
joekirincic.com/posts/perfor...
loading . . .
Performance Optimization for Plumber APIs: Long Running Jobs – Joe Kirincic
Learn strategies to improve API performance where long running tasks are involved.
https://joekirincic.com/posts/performance-optimization-for-plumber-apis-long-running-jobs/
3 months ago
0
7
0
reposted by
Joe Kirincic
りりは
3 months ago
Generative animation built entirely in R from clothoid curves, rendered offline and intentionally broken via PNG glitch post-processing.
#creativecoding
#RStats
loading . . .
0
3
2
reposted by
Joe Kirincic
James Balamuta
3 months ago
Shiny for R: GPL-3 → MIT ✨ Your dashboards are now legally chill. Deploy without consulting three lawyers and a ouija board first.
#rstats
#rshiny
3
20
3
reposted by
Joe Kirincic
Emil Hvitfeldt
4 months ago
We are excited to see that xgboost recently had a big CRAN release! We have worked hard on the tidymodels team to make sure you all have a smooth transition. Please yet us know if you are experiencing any issues with the releases
tidyverse.org/blog/2025/12...
#rstats
#tidymodels
loading . . .
tidymodels & xgboost
The tidymodels ecosystem is prepared for big xgboost CRAN release.
https://tidyverse.org/blog/2025/12/tidymodels-xgboost/
2
25
4
reposted by
Joe Kirincic
Maëlle Salmon
4 months ago
New Post on
@ropensci.org
: Better
#RStats
Code, Without Any Effort, Without Even AI Edited by
@etiennebacher.bsky.social
& Steffi LaZerte Read about: ✨ {lintr} for detecting lints ✨ Air for formatting code ✨ jarl for detecting+fixing lints ✨ {flir} for refactoring
ropensci.org/blog/2025/12...
loading . . .
Better Code, Without Any Effort, Without Even AI
Useful local, free, deterministic tools to improve your code
https://ropensci.org/blog/2025/12/15/better-code/
0
37
10
reposted by
Joe Kirincic
ᴅʀ. ᴍᴏᴡɪɴᴄᴋᴇʟ'ꜱ
4 months ago
Day 12: README.Rmd Automation Create dynamic READMEs that stay up-to-date with your code. Setup: usethis::use_readme_rmd() Include these sections: • Installation instructions • Basic usage example • Lifecycle badges • Build status badges
#rstats
#RPackageAdvent2025
1
8
2
reposted by
Joe Kirincic
Barret Schloerke
4 months ago
Shiny for R v1.12 is here with built-in OpenTelemetry support! 🎉 Trace sessions and reactive calculations in production with zero code changes. Just install {otel}/{otelsdk} and set your env vars. Learn more:
shiny.posit.co/blog/posts/s...
#RStats
#RShiny
#OpenTelemetry
0
26
9
reposted by
Joe Kirincic
Emil Hvitfeldt
4 months ago
I'm excited to announce the newest release of {tidypredict}! This release brings for standardization to outputs, faster trees for parsing and prediction, and glmnet support
tidyverse.org/blog/2025/12...
#rstats
#tidymodels
loading . . .
tidypredict 1.0.0
tidypredict 1.0.0 brings faster computations for tree-based models, more efficient tree representations, glmnet model support, and a change in how random forests are handled.
https://tidyverse.org/blog/2025/12/tidypredict-1-0-0/
2
34
9
reposted by
Joe Kirincic
Posit
4 months ago
New releases for tidymodels! 📦 We've launched filtro and important for supervised feature selection in
#RStats
. These tools simplify predictor ranking, reduce overfitting, and include advanced dynamic importance calculations. Learn more:
tidyverse.org/blog/2025/11...
0
35
7
reposted by
Joe Kirincic
CRAN Package Updates Bot
4 months ago
New CRAN package famish with initial version 0.2.0 #rstats
https://cran.r-project.org/package=famish
loading . . .
CRAN: Package famish
Fits probability distributions to data and plugs into the 'probaverse' suite of R packages so distribution objects are ready for further manipulation and evaluation. Supports methods such as maximum likelihood and L-moments, and provides diagnostics including empirical ranking and quantile score.
https://cran.r-project.org/package=famish
0
1
1
New blog post is up; this one’s about creating a burst reporting application using R, Quarto, and Typst. If you’ve ever wanted to generate PDF reports tailored to thousands of entities, but didn’t know how, this post will show you how to get started.
#rstats
joekirincic.com/posts/burst-...
loading . . .
Burst Reporting On A Budget – Joe Kirincic
Creating a burst reporting application using R, Quarto, and Typst.
https://joekirincic.com/posts/burst-reporting-on-a-budget/
4 months ago
2
13
6
reposted by
Joe Kirincic
R Works
4 months ago
Every month,
@revojoe.bsky.social
reviews and summarized 40
#RStats
packages that landed on CRAN, based on their topics, documentation, applicability, and more! Check out the picks from October:
rworks.dev/posts/octobe...
loading . . .
October 2025 Top 40 New CRAN Packages – R Works
Here are my picks for the best of the two hundred and four new packages that landed on CRAN in October. Packages are organized into fifteen categories: Data, Decision Analysis, Ecology, Econometrics, ...
https://rworks.dev/posts/october-2025-top-40-new-cran-packages/
0
8
1
reposted by
Joe Kirincic
Grant McDermott
4 months ago
Happy `tinyplot` v0.6.0 (codename "Thanksgiving") release day to all those that celebrate. Some new features, but mostly bug fixes and internal improvements.
grantmcdermott.com/tinyplot/NEW...
#rstats
1
25
6
Load more
feeds!
log in