Winners of Posit’s 2025 Table Contest https://wjschne.github.io/posts/2025-11-11-winners-of-posit-s-2025-table-contest/ #rstats #datascience

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...

I've started working on an R package that makes it easy to write Typst markup dynamically! #rstats It's still in its early stages, but it implements: - ✅ all Typst functions - ✅ set rules - ✅ conversion from R to Typst (`NULL` becomes `none`, etc) - ✅ no dependencies github.com/y-sunflower/r2typ

New blog post! Let's say you have two measures meant to capture the same confounder. They're highly correlated. Can you still proceed with your regression analysis? (I admit, the title is a bit of a spoiler) www.the100.ci/2025/10/13/i...

Quarto 1.8 is available! 🎉 New features include: ✨ Light & dark mode support for brand colors and logos 📦 Brand extensions for sharing across projects ♿ HTML accessibility checks with Axe-core 🔧 Access to execution context from code cells Full details: quarto.org/docs/blog/po...

The quarto-preprint @quarto.org extension (github.com/mvuorre/quar...) for PDF outputs with #typst now includes proper appendices for reproducible #quartopub #rstats manuscripts, improved two-column layouts (and themes, incl. full-width content), better reference formatting & improved documentation.

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 24 of 24) Featuring hanging indents #rstats #apastyle wjschne.github.io/posts/apatab...

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 23 of 24) Featuring hanging indents and vertical merging #rstats #apastyle wjschne.github.io/posts/apatab...

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 22 of 24) Featuring hanging indents #rstats #apastyle wjschne.github.io/posts/apatab...

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 21 of 24) Featuring thin spaces for footnote superscripts and `add_star_column` #rstats #apastyle wjschne.github.io/posts/apatab...

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 20 of 24) Presenting multilevel models #rstats #apastyle wjschne.github.io/posts/apatab...

{tinytable} 0.14.0 for #RStats makes it super easy to draw tables in html, tex, docx, typ, md & png. There are only a few functions to learn, but don't be fooled! Small 📦s can still be powerful. Check out the new gallery page for fun case studies. vincentarelbundock.github.io/tinytable/vi...

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 19 of 24) Presenting a sequence of regression models #rstats #apastyle wjschne.github.io/posts/apatab...

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 18 of 24) Featuring hierarchical regression analyses #rstats #apastyle wjschne.github.io/posts/apatab...

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 17 of 24) Featuring footnotes and intentionally inconsistent rounding #rstats #apastyle wjschne.github.io/posts/apatab...

Here's a little #rstats script I wrote to automate creating Google docs for my students for an assignment. The idea is that the history in the Google doc will help secure the integrity of the assignment by discouraging gen AI use. #academicsky Link: gist.github.com/saudiwin/986...

{gm} - Create music with R: flujoo.github.io/gm/ #RStats bookmark from old twitter

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 16 of 24) Featuring two levels of grouping with `flextable::as_grouped_data` #rstats #apastyle wjschne.github.io/posts/apatab...

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 15 of 24) Featuring automatic formatting of regression analyses #rstats #apastyle wjschne.github.io/posts/apatab...

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 14 of 24) Featuring decimal alignment with left-aligned text #rstats #apastyle wjschne.github.io/posts/apatab...

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 13 of 24) Featuring `column_spanner_label`, which adds a prefix to selected columns #rstats #apastyle wjschne.github.io/posts/apatab...

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) tables in R with apa7 (Part 12 of 24) Featuring Selective indentation with `flextable::padding` #rstats #apastyle wjschne.github.io/posts/apatab...

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) tables in R with apa7 (Part 11 of 24) Featuring numbered columns and aligned star columns. #rstats #apastyle wjschne.github.io/posts/apatab...

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) tables in R with apa7 (Part 10 of 24) Featuring correlation matrices and descriptive statistics with `apa_cor` #rstats #apastyle wjschne.github.io/posts/apatab...

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) tables in R with apa7 (Part 9 of 24) Featuring customizable automatic column formatters #rstats #apastyle wjschne.github.io/posts/apatab...

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) tables in R with apa7 (Part 8 of 24) Featuring intentionally inconsistent rounding within columns #rstats #apastyle

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) tables in R with apa7 (Part 7 of 24) Featuring p-values converted to asterisks via `add_star_column` #rstats #apastyle wjschne.github.io/posts/apatab...

#statstab #417 {pwrss} Practical Power Analysis in R Thoughts: Some useful vignettes for conducting power analyses for various designs, constraints, and data types. #poweranalysis #samplesize #r #power #guide #tutorial #sesoi #equivalence #tost #rstats cran.r-project.org/web/packages...

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) tables in R with apa7 (Part 6 of 24) Featuring columns centered on a space character. #rstats #apastyle wjschne.github.io/posts/apatab...

New blog post! Ever wonder what geom_histogram is actually doing? How about geom_boxplot? In celebration of the release of #ggplot2 4.0.0 (ggplot8?), I explore the relationships between the “geoms” and “stats” offered by the core {ggplot2} functions. #rstats

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) tables in R with apa7 (Part 5 of 24) Featuring row titles and indented columns #rstats #apastyle wjschne.github.io/posts/apatab...

Adapted ggarrow to the new ggplot2 theme features! ```r library(ggplot2) ggplot(ggarrow::whirlpool(5), aes(x, y, group = group)) + ggarrow::geom_arrow() + theme_minimal(ink = "purple") ``` #ggplot2 #rstats

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) tables in R with apa7 (Part 4 of 24) Featuring vertically merged columns via flextable::merge_v #rstats #apastyle wjschne.github.io/posts/apatab...

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) tables in R with apa7 (Part 3 of 24) Featuring indented columns, decimal alignment, and alignment on an en-dash! #rstats #apastyle wjschne.github.io/posts/apatab...

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) tables in R with apa7 (Part 2 of 24) Featuring hanging indents, column spanners, and decimal alignment wjschne.github.io/posts/apatab... #rstats #apastyle

Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) tables in R with apa7 (Part 1 of 24) #rstats #apastyle wjschne.github.io/posts/apatab...

I am beyond excited to announce that ggplot2 4.0.0 has just landed on CRAN. It's not every day we have a new major #ggplot2 release but it is a fitting 18 year birthday present for the package. Get an overview of the release in this blog post and be on the lookout for more in-depth posts #rstats

Now on CRAN, the apa7 package extends @davidgohel.bsky.social's flextable to get the finicky details of APA style right with minimal fuss, even in tables, even in .docx. #rstats wjschne.github.io/apa7/

New web app to make apaquarto documents (APA style via Quarto) wjschne.github.io/posts/2025-0... Direct link: wjschne.github.io/apa7maker/ #quarto #QuartoPub #rstats

Now on CRAN, ggdiagram is a #ggplot2 extension that draws diagrams programmatically in #Rstats. Allows for precise control in how objects, labels, and equations are placed in relation to each other. wjschne.github.io/ggdiagram/ar...

Let’s say you just starting to use #rstats #SEM #package #lavaan and gotten a nice results. Next is to do a nice SEM figure, here is a #shinyapps option solo-fsw.shinyapps.io/lavaangui/ and the article www.tandfonline.com/doi/full/10....

{tinytable} 0.13.0 for #RStats can now draw interactive tables with sorting, filtering & pages! And the 📦 is still an ultra-simple, powerful, and 0-dep way to create beautiful tables in basically any format: tex, typ, docx, pdf, png, md, etc Gallery & Docs: vincentarelbundock.github.io/tinytable/

Every R package deserves more than just unit tests. Let’s break down the four essential layers of testing for robust, reliable code. 👇 #rstats #testing #rpackage #opensource #quality

📦 My R package {ggsurveillance} now supports nested date scales. All thanks to the fantastic {legendry} package by @teunbrand.bsky.social 🔗 ggsurveillance.biostats.dev/ 🔗 teunbrand.github.io/legendry/ ggplot rules supreme #rstats #ggplot #DataViz

A short #rstats post about generating quarto syntax (e.g., for wrapping several plots in a tabset) within the R code chunk itself. I am entirely unsure if this is useful. Some feedback would be appreciated

The quarto-preprint extension v0.16 (github.com/mvuorre/quar...) now enables full-width content in two-column #quartopub #typst documents (and more!; via github.com/christopherk...). Hope this makes Quarto a bit more useful for writing well-typeset reproducible #rstats manuscripts 💙

🚀 R has landed in Excel via Anaconda Code! No external environment or cloud required, no need to install R. Now you can use both Python and R in the same workbook. 📊 Check it out 👉 www.anaconda.com/blog/anacond... #rstats #excel #anacondacode #datascience

Base R can do what filter(), select(), and mutate() do — no tidyverse needed. Check out some side-by-side examples in my latest blog post: 🧑‍💻 mansthulin.se/posts/baseti... #Rstats

Helpful trick for academic writing with #QuartoPub: sometimes when trimming down papers, you've got to remove references (ugh—bibliographies shouldn't count in word counts!) so I use this #rstats snippet to extract all citations & and find things that I've only used once to see if they're droppable

I'm proud to announce that the {voxanalysis} package is officially released! This package includes VOX Analysis Shiny Application, which improves early childhood autism diagnosis. It also includes VOX-related data viz and metrics available to anyone with an R background. #dataviz #rstats #autism