Trying to nap (long day), but Nigel left his motor on.

#cats #purrr

This is huge! Parallel programming with #purrr functions now without any third packages. https://www.tidyverse.org/blog/2025/07/purrr-1-1-0-parallel/

#rstats

Parallel processing in purrr 1.1.0

The functional programming toolkit for R gains new capabilities for parallel processing and distributed computing using mirai.

Bother me not.

#cats #purrr
I wish I could remake #purrr but make every default option the opposite of what it currently is.
add pct_in for each cluster for scRNAseq result table using list column | DNA confesses Data speak

Using nested dataframe and list column has transformed my way of data wrangling in R. For more on this topic, I highly recommend purrr tutorial from Jenney Bryan. In this post, I am going to show you how I use this to solve a problem for adding pct_in column from the differential scRNAseq result table. I am going to use presto for differential gene expression test. presto performs a fast Wilcoxon rank sum test and auROC analysis.

DNA confesses Data speak

Hello Kitty: Intro to {purrr} | TidyX Ep 184!

Patrick Ward and I do an introduction to our favorite cat-sound based package, and go over how to use purrr for consistent outputs or pass functions in a variety of ways!

Bit.ly/TidyX_Ep184

#TidyX #rstats #tidyverse #purrr

It's a 72nd day of my #100DaysOfCoding with #R and #RStats. I met #tidyr and #purrr.

Just remembered that I have a shortcut on my work machine to open a shuffled image gallery (via #nsxiv) of the best photos of my dearly departed furson.

That's some good therapy right there. #purrr

📢 New Blogpost!

"Efficiency and Consistency: Automate Subset Graphics with #ggplot2 and #purrr" 🤖

How to iterate over a vector of groups (variables, categories, numeric ranges) to generate the same visual!

👉 https://www.cedricscherer.com/2023/07/05/efficiency-and-consistency-automate-subset-graphics-with-ggplot2-and-purrr/

#rstats #tidyverse #dataviz @rstats

Efficiency and Consistency: Automate Subset Graphics with ggplot2 and purrr - Cédric Scherer

Discover how to effortlessly generate custom and even complex graphics for subsets of your data by seamlessly integrating {ggplot2}'s versatile plotting functionalities with {purrr}'s powerful functional programing capabilities. This is especially helpful for data featuring many categories or step-by-step graphical storytelling

Cédric Scherer
You may pet me. Right _there_. #purrr