R-Bloggers
@r-bloggers.bsky.social
https://www.R-Bloggers.com is a blog aggregator of content contributed by bloggers who write about R.
This is a bot posting updates to the website. It is powered by {atrrr} and Github actions. Source: https://github.com/JBGruber/r-bloggers-bluesky
This is a bot posting updates to the website. It is powered by {atrrr} and Github actions. Source: https://github.com/JBGruber/r-bloggers-bluesky
D3po 1.0.0 is here!
"If this post is useful to you I kindly ask a minimal donation on Buy Me a Coffee. It shall be used to continue my Open Source efforts.
You can send me questions for the blog using this form and subscribe to receive an email when there is a new ...
Continue reading: D3po 1..."
"If this post is useful to you I kindly ask a minimal donation on Buy Me a Coffee. It shall be used to continue my Open Source efforts.
You can send me questions for the blog using this form and subscribe to receive an email when there is a new ...
Continue reading: D3po 1..."
October 18, 2025 at 9:28 AM
D3po 1.0.0 is here!
"If this post is useful to you I kindly ask a minimal donation on Buy Me a Coffee. It shall be used to continue my Open Source efforts.
You can send me questions for the blog using this form and subscribe to receive an email when there is a new ...
Continue reading: D3po 1..."
"If this post is useful to you I kindly ask a minimal donation on Buy Me a Coffee. It shall be used to continue my Open Source efforts.
You can send me questions for the blog using this form and subscribe to receive an email when there is a new ...
Continue reading: D3po 1..."
Inequality and homicide, within-country and between country by @ellis2013nz
"So this is a blog post about making and finding an error in modelling strategy, in an apparently simple situation.
I saw this post (toot?) on Mastodon from Daniel Lakens mentioning in passing that “On the other hand,..."
"So this is a blog post about making and finding an error in modelling strategy, in an apparently simple situation.
I saw this post (toot?) on Mastodon from Daniel Lakens mentioning in passing that “On the other hand,..."
October 18, 2025 at 1:49 AM
Inequality and homicide, within-country and between country by @ellis2013nz
"So this is a blog post about making and finding an error in modelling strategy, in an apparently simple situation.
I saw this post (toot?) on Mastodon from Daniel Lakens mentioning in passing that “On the other hand,..."
"So this is a blog post about making and finding an error in modelling strategy, in an apparently simple situation.
I saw this post (toot?) on Mastodon from Daniel Lakens mentioning in passing that “On the other hand,..."
Tutorial for Developing an Advanced Stock Dashboard for the S&P 500 for the 2025 Posit Table Contest
"This tutorial breaks down the development of an R Shiny application titled S&P 500 Monitoring Dashboard for the 2025 Posit Table Dashboard. This app effectively combines interactive financial..."
"This tutorial breaks down the development of an R Shiny application titled S&P 500 Monitoring Dashboard for the 2025 Posit Table Dashboard. This app effectively combines interactive financial..."
October 17, 2025 at 3:31 PM
Tutorial for Developing an Advanced Stock Dashboard for the S&P 500 for the 2025 Posit Table Contest
"This tutorial breaks down the development of an R Shiny application titled S&P 500 Monitoring Dashboard for the 2025 Posit Table Dashboard. This app effectively combines interactive financial..."
"This tutorial breaks down the development of an R Shiny application titled S&P 500 Monitoring Dashboard for the 2025 Posit Table Dashboard. This app effectively combines interactive financial..."
What’s new for Python in 2025?
"Python 3.14 was released on 7th October 2025. Here we summarise some
of the more interesting changes and some trends in Python development and data-science
over the past year. We will highlight the following:
the colourful Python command-line interface;
project..."
"Python 3.14 was released on 7th October 2025. Here we summarise some
of the more interesting changes and some trends in Python development and data-science
over the past year. We will highlight the following:
the colourful Python command-line interface;
project..."
October 17, 2025 at 1:54 AM
What’s new for Python in 2025?
"Python 3.14 was released on 7th October 2025. Here we summarise some
of the more interesting changes and some trends in Python development and data-science
over the past year. We will highlight the following:
the colourful Python command-line interface;
project..."
"Python 3.14 was released on 7th October 2025. Here we summarise some
of the more interesting changes and some trends in Python development and data-science
over the past year. We will highlight the following:
the colourful Python command-line interface;
project..."
Building and Customising Statistical Models with Stan and R: An Introduction to Bayesian Inference workshop
"Join our workshop on Building and Customising Statistical Models with Stan and R: An Introduction to Bayesian Inference, which is a part of our workshops for Ukraine series! Here’s so..."
"Join our workshop on Building and Customising Statistical Models with Stan and R: An Introduction to Bayesian Inference, which is a part of our workshops for Ukraine series! Here’s so..."
October 16, 2025 at 5:29 PM
Building and Customising Statistical Models with Stan and R: An Introduction to Bayesian Inference workshop
"Join our workshop on Building and Customising Statistical Models with Stan and R: An Introduction to Bayesian Inference, which is a part of our workshops for Ukraine series! Here’s so..."
"Join our workshop on Building and Customising Statistical Models with Stan and R: An Introduction to Bayesian Inference, which is a part of our workshops for Ukraine series! Here’s so..."
Two New Preprints on Multilevel Hidden Markov Models
"Hidden Markov models (HMMs) are powerful models to capture the complex behaviours of psychological processes that switch between different latent states. Examples include manic and depressive states in bipolar disorder, recovery and relaps..."
"Hidden Markov models (HMMs) are powerful models to capture the complex behaviours of psychological processes that switch between different latent states. Examples include manic and depressive states in bipolar disorder, recovery and relaps..."
October 16, 2025 at 2:33 PM
Two New Preprints on Multilevel Hidden Markov Models
"Hidden Markov models (HMMs) are powerful models to capture the complex behaviours of psychological processes that switch between different latent states. Examples include manic and depressive states in bipolar disorder, recovery and relaps..."
"Hidden Markov models (HMMs) are powerful models to capture the complex behaviours of psychological processes that switch between different latent states. Examples include manic and depressive states in bipolar disorder, recovery and relaps..."
A Personal Message from an Open Source Contributor
"Dear fellow developers and data scientists:
If everyone reading this gave just the price of a coffee, I could focus fully on open source work for our community. But not everyone can or will contribute, and that’s okay.
For years, I’ve built ..."
"Dear fellow developers and data scientists:
If everyone reading this gave just the price of a coffee, I could focus fully on open source work for our community. But not everyone can or will contribute, and that’s okay.
For years, I’ve built ..."
October 17, 2025 at 12:56 PM
A Personal Message from an Open Source Contributor
"Dear fellow developers and data scientists:
If everyone reading this gave just the price of a coffee, I could focus fully on open source work for our community. But not everyone can or will contribute, and that’s okay.
For years, I’ve built ..."
"Dear fellow developers and data scientists:
If everyone reading this gave just the price of a coffee, I could focus fully on open source work for our community. But not everyone can or will contribute, and that’s okay.
For years, I’ve built ..."
Futures: Interrupts, Crashes, and Retries
"The future package celebrates ten years on CRAN as of June 19,
2025. I got a bit stalled over the holidays and while attending the
fantastic useR! 2025 conference, but, as promised, here is the fourth
in a series of blog posts highlighting recent...
..."
"The future package celebrates ten years on CRAN as of June 19,
2025. I got a bit stalled over the holidays and while attending the
fantastic useR! 2025 conference, but, as promised, here is the fourth
in a series of blog posts highlighting recent...
..."
October 17, 2025 at 7:29 AM
Futures: Interrupts, Crashes, and Retries
"The future package celebrates ten years on CRAN as of June 19,
2025. I got a bit stalled over the holidays and while attending the
fantastic useR! 2025 conference, but, as promised, here is the fourth
in a series of blog posts highlighting recent...
..."
"The future package celebrates ten years on CRAN as of June 19,
2025. I got a bit stalled over the holidays and while attending the
fantastic useR! 2025 conference, but, as promised, here is the fourth
in a series of blog posts highlighting recent...
..."
clitable: a new R package to easily print pretty tables in the terminal
"I am pleased to announce that clitable, my new R package for printing tables in the terminal, just made its way to the CRAN!! It lets you print pretty colorful tables directly in the R console or terminal.
I am also quit..."
"I am pleased to announce that clitable, my new R package for printing tables in the terminal, just made its way to the CRAN!! It lets you print pretty colorful tables directly in the R console or terminal.
I am also quit..."
October 16, 2025 at 6:45 PM
clitable: a new R package to easily print pretty tables in the terminal
"I am pleased to announce that clitable, my new R package for printing tables in the terminal, just made its way to the CRAN!! It lets you print pretty colorful tables directly in the R console or terminal.
I am also quit..."
"I am pleased to announce that clitable, my new R package for printing tables in the terminal, just made its way to the CRAN!! It lets you print pretty colorful tables directly in the R console or terminal.
I am also quit..."
Linear algebra using Armadillo via armadillo4r workshop
"Join our workshop on Linear algebra using Armadillo via armadillo4r , which is a part of our workshops for Ukraine series! Here’s some more info: Title: Linear algebra using Armadillo via armadillo4r Date: Thursday, November 6th, 18:..."
"Join our workshop on Linear algebra using Armadillo via armadillo4r , which is a part of our workshops for Ukraine series! Here’s some more info: Title: Linear algebra using Armadillo via armadillo4r Date: Thursday, November 6th, 18:..."
October 15, 2025 at 6:42 PM
Linear algebra using Armadillo via armadillo4r workshop
"Join our workshop on Linear algebra using Armadillo via armadillo4r , which is a part of our workshops for Ukraine series! Here’s some more info: Title: Linear algebra using Armadillo via armadillo4r Date: Thursday, November 6th, 18:..."
"Join our workshop on Linear algebra using Armadillo via armadillo4r , which is a part of our workshops for Ukraine series! Here’s some more info: Title: Linear algebra using Armadillo via armadillo4r Date: Thursday, November 6th, 18:..."
Integrating Python Forecasting with R’s Tidyverse
"In this article, we executed a successful integration of a non-standard Python forecasting model into the R Tidyverse/Tidymodels framework, primarily leveraging the reticulate package. 1. The Objective (The Challenge) The goal was to utilize ..."
"In this article, we executed a successful integration of a non-standard Python forecasting model into the R Tidyverse/Tidymodels framework, primarily leveraging the reticulate package. 1. The Objective (The Challenge) The goal was to utilize ..."
October 14, 2025 at 6:41 PM
Integrating Python Forecasting with R’s Tidyverse
"In this article, we executed a successful integration of a non-standard Python forecasting model into the R Tidyverse/Tidymodels framework, primarily leveraging the reticulate package. 1. The Objective (The Challenge) The goal was to utilize ..."
"In this article, we executed a successful integration of a non-standard Python forecasting model into the R Tidyverse/Tidymodels framework, primarily leveraging the reticulate package. 1. The Objective (The Challenge) The goal was to utilize ..."
New, work-in-progress book on spatial data visualization in R
"We want to introduce a new, work-in-progress book on spatial data visualization in R using the tmap package. The current version of the book, titled Spatial Data Visualization with tmap: A Practical Guide to Thematic Mapping in R,..."
"We want to introduce a new, work-in-progress book on spatial data visualization in R using the tmap package. The current version of the book, titled Spatial Data Visualization with tmap: A Practical Guide to Thematic Mapping in R,..."
October 14, 2025 at 4:37 PM
New, work-in-progress book on spatial data visualization in R
"We want to introduce a new, work-in-progress book on spatial data visualization in R using the tmap package. The current version of the book, titled Spatial Data Visualization with tmap: A Practical Guide to Thematic Mapping in R,..."
"We want to introduce a new, work-in-progress book on spatial data visualization in R using the tmap package. The current version of the book, titled Spatial Data Visualization with tmap: A Practical Guide to Thematic Mapping in R,..."
Upcoming Free Webinar: Understanding Posit – Ecosystem and Use Cases
"Date: Thursday, 23rd October 2025
Time: 13:05 (UK Time)
Duration: 55 minutes
Cost: Absolutely free!
Reserve your spot now: https://jumpingrivers.typeform.com/to/UmdyNbAs
Ready to get more out of your Posit tools and underst..."
"Date: Thursday, 23rd October 2025
Time: 13:05 (UK Time)
Duration: 55 minutes
Cost: Absolutely free!
Reserve your spot now: https://jumpingrivers.typeform.com/to/UmdyNbAs
Ready to get more out of your Posit tools and underst..."
October 14, 2025 at 4:37 PM
Upcoming Free Webinar: Understanding Posit – Ecosystem and Use Cases
"Date: Thursday, 23rd October 2025
Time: 13:05 (UK Time)
Duration: 55 minutes
Cost: Absolutely free!
Reserve your spot now: https://jumpingrivers.typeform.com/to/UmdyNbAs
Ready to get more out of your Posit tools and underst..."
"Date: Thursday, 23rd October 2025
Time: 13:05 (UK Time)
Duration: 55 minutes
Cost: Absolutely free!
Reserve your spot now: https://jumpingrivers.typeform.com/to/UmdyNbAs
Ready to get more out of your Posit tools and underst..."
Python package development for R developers
"Developing a Python package when coming from R: experience feedback
I’ve learned a lot by developing and contributing to various R packages over the years. Without having (yet!) a personal package on CRAN, I use package development on a daily b...
..."
"Developing a Python package when coming from R: experience feedback
I’ve learned a lot by developing and contributing to various R packages over the years. Without having (yet!) a personal package on CRAN, I use package development on a daily b...
..."
October 14, 2025 at 4:37 PM
Python package development for R developers
"Developing a Python package when coming from R: experience feedback
I’ve learned a lot by developing and contributing to various R packages over the years. Without having (yet!) a personal package on CRAN, I use package development on a daily b...
..."
"Developing a Python package when coming from R: experience feedback
I’ve learned a lot by developing and contributing to various R packages over the years. Without having (yet!) a personal package on CRAN, I use package development on a daily b...
..."
Beyond Fraud: How IHME Distorts Academic Metrics
"Recently, a post on LinkedIn highlighted a Google Scholar profile of an apparently just starting PhD researcher who suddenly started accumulating unbelievable counts of citations to his questionably numerous papers. Usually, such profiles are ..."
"Recently, a post on LinkedIn highlighted a Google Scholar profile of an apparently just starting PhD researcher who suddenly started accumulating unbelievable counts of citations to his questionably numerous papers. Usually, such profiles are ..."
October 14, 2025 at 4:37 PM
Beyond Fraud: How IHME Distorts Academic Metrics
"Recently, a post on LinkedIn highlighted a Google Scholar profile of an apparently just starting PhD researcher who suddenly started accumulating unbelievable counts of citations to his questionably numerous papers. Usually, such profiles are ..."
"Recently, a post on LinkedIn highlighted a Google Scholar profile of an apparently just starting PhD researcher who suddenly started accumulating unbelievable counts of citations to his questionably numerous papers. Usually, such profiles are ..."
More data (> 150 files) on T. Moudiki’s situation: a riddle/puzzle (including R, Python, bash interfaces to the game — but everyone can play)
"This post contains a riddle/puzzle related to T. Moudiki's situation, including files and code snippets in R, Python, and bash. The ZIP file with a lo..."
"This post contains a riddle/puzzle related to T. Moudiki's situation, including files and code snippets in R, Python, and bash. The ZIP file with a lo..."
October 14, 2025 at 4:37 PM
More data (> 150 files) on T. Moudiki’s situation: a riddle/puzzle (including R, Python, bash interfaces to the game — but everyone can play)
"This post contains a riddle/puzzle related to T. Moudiki's situation, including files and code snippets in R, Python, and bash. The ZIP file with a lo..."
"This post contains a riddle/puzzle related to T. Moudiki's situation, including files and code snippets in R, Python, and bash. The ZIP file with a lo..."
GAMs for Customer Lifetime Value (CLV) prediction
"I typically work in quantitative ecology and molecular epidemiology, where we use statistical models to predict species distributions or disease transmission patterns. Recently though, I had an interesting conversation with a data science PhD..."
"I typically work in quantitative ecology and molecular epidemiology, where we use statistical models to predict species distributions or disease transmission patterns. Recently though, I had an interesting conversation with a data science PhD..."
October 14, 2025 at 4:37 PM
GAMs for Customer Lifetime Value (CLV) prediction
"I typically work in quantitative ecology and molecular epidemiology, where we use statistical models to predict species distributions or disease transmission patterns. Recently though, I had an interesting conversation with a data science PhD..."
"I typically work in quantitative ecology and molecular epidemiology, where we use statistical models to predict species distributions or disease transmission patterns. Recently though, I had an interesting conversation with a data science PhD..."
Nested Forecasting with Spark: Blockchain ETF Trends
"Bitcoin hit an all-time high of $125,664 on October 5. This increase was fueled by a historic net inflow of $3.24 billion into spot Bitcoin ETFs and rising public demand. In this article, we will predict the trend of two blockchain ETFs us..."
"Bitcoin hit an all-time high of $125,664 on October 5. This increase was fueled by a historic net inflow of $3.24 billion into spot Bitcoin ETFs and rising public demand. In this article, we will predict the trend of two blockchain ETFs us..."
October 14, 2025 at 4:37 PM
Nested Forecasting with Spark: Blockchain ETF Trends
"Bitcoin hit an all-time high of $125,664 on October 5. This increase was fueled by a historic net inflow of $3.24 billion into spot Bitcoin ETFs and rising public demand. In this article, we will predict the trend of two blockchain ETFs us..."
"Bitcoin hit an all-time high of $125,664 on October 5. This increase was fueled by a historic net inflow of $3.24 billion into spot Bitcoin ETFs and rising public demand. In this article, we will predict the trend of two blockchain ETFs us..."
Add a test coverage badge to your R packages using GitHub Actions
"If this post is useful to you I kindly ask a minimal donation on Buy Me a Coffee. It shall be used to continue my Open Source efforts.
You can send me questions for the blog using this form and subscribe to receive an email wh..."
"If this post is useful to you I kindly ask a minimal donation on Buy Me a Coffee. It shall be used to continue my Open Source efforts.
You can send me questions for the blog using this form and subscribe to receive an email wh..."
October 14, 2025 at 4:37 PM
Add a test coverage badge to your R packages using GitHub Actions
"If this post is useful to you I kindly ask a minimal donation on Buy Me a Coffee. It shall be used to continue my Open Source efforts.
You can send me questions for the blog using this form and subscribe to receive an email wh..."
"If this post is useful to you I kindly ask a minimal donation on Buy Me a Coffee. It shall be used to continue my Open Source efforts.
You can send me questions for the blog using this form and subscribe to receive an email wh..."
GPU Support in Bioconductor
"Introduction
GPU acceleration enables faster and more scalable analysis workflows, especially for tasks like deep learning, image processing, and large-scale genomics, making Bioconductor more powerful for researchers working with complex data....
Continue readi..."
"Introduction
GPU acceleration enables faster and more scalable analysis workflows, especially for tasks like deep learning, image processing, and large-scale genomics, making Bioconductor more powerful for researchers working with complex data....
Continue readi..."
October 14, 2025 at 4:37 PM
GPU Support in Bioconductor
"Introduction
GPU acceleration enables faster and more scalable analysis workflows, especially for tasks like deep learning, image processing, and large-scale genomics, making Bioconductor more powerful for researchers working with complex data....
Continue readi..."
"Introduction
GPU acceleration enables faster and more scalable analysis workflows, especially for tasks like deep learning, image processing, and large-scale genomics, making Bioconductor more powerful for researchers working with complex data....
Continue readi..."
R port of llama2.c
"R port of llama2.c (based on tiny stories)
Continue reading: R port of llama2.c"
"R port of llama2.c (based on tiny stories)
Continue reading: R port of llama2.c"
October 14, 2025 at 4:37 PM
R port of llama2.c
"R port of llama2.c (based on tiny stories)
Continue reading: R port of llama2.c"
"R port of llama2.c (based on tiny stories)
Continue reading: R port of llama2.c"
Halloween in the Round
"Last year I wrote about cleaning some data from the NHTSA FARS database, the system that tracks information about road accidents in the United States. I did that again this year for my Modern Plain Text Computing class. I won’t repeat the cleanin...
Continue reading: H..."
"Last year I wrote about cleaning some data from the NHTSA FARS database, the system that tracks information about road accidents in the United States. I did that again this year for my Modern Plain Text Computing class. I won’t repeat the cleanin...
Continue reading: H..."
October 14, 2025 at 4:37 PM
Halloween in the Round
"Last year I wrote about cleaning some data from the NHTSA FARS database, the system that tracks information about road accidents in the United States. I did that again this year for my Modern Plain Text Computing class. I won’t repeat the cleanin...
Continue reading: H..."
"Last year I wrote about cleaning some data from the NHTSA FARS database, the system that tracks information about road accidents in the United States. I did that again this year for my Modern Plain Text Computing class. I won’t repeat the cleanin...
Continue reading: H..."
Deploy Multiple Shiny Apps from One R Package
"Code organization and deployment strategy for multiple Shiny apps sharing common logic within a single R package. Structuring your project in a monorepo format.
Continue reading: Deploy Multiple Shiny Apps from One R Package"
"Code organization and deployment strategy for multiple Shiny apps sharing common logic within a single R package. Structuring your project in a monorepo format.
Continue reading: Deploy Multiple Shiny Apps from One R Package"
October 14, 2025 at 4:37 PM
Deploy Multiple Shiny Apps from One R Package
"Code organization and deployment strategy for multiple Shiny apps sharing common logic within a single R package. Structuring your project in a monorepo format.
Continue reading: Deploy Multiple Shiny Apps from One R Package"
"Code organization and deployment strategy for multiple Shiny apps sharing common logic within a single R package. Structuring your project in a monorepo format.
Continue reading: Deploy Multiple Shiny Apps from One R Package"
A new simstudy function to make simulating replications easier
"Four years ago, I described a simple framework for organizing simulations to conduct power analyses or explore the operating characteristics of modeling approaches. In that framework, I introduced a small function scenario_list t..."
"Four years ago, I described a simple framework for organizing simulations to conduct power analyses or explore the operating characteristics of modeling approaches. In that framework, I introduced a small function scenario_list t..."
October 14, 2025 at 4:37 PM
A new simstudy function to make simulating replications easier
"Four years ago, I described a simple framework for organizing simulations to conduct power analyses or explore the operating characteristics of modeling approaches. In that framework, I introduced a small function scenario_list t..."
"Four years ago, I described a simple framework for organizing simulations to conduct power analyses or explore the operating characteristics of modeling approaches. In that framework, I introduced a small function scenario_list t..."
Text Analytics in R with quanteda (Part 1)
"Required Packages
library(quanteda)
library(quanteda.textstats)
library(quanteda.textplots)
library(readr)
library(dplyr)
library(ggplot2)
library(stringr)
library(DT)
library(tidytext)
Understanding Text Analytics Fundamentals
Text analytic...
Co..."
"Required Packages
library(quanteda)
library(quanteda.textstats)
library(quanteda.textplots)
library(readr)
library(dplyr)
library(ggplot2)
library(stringr)
library(DT)
library(tidytext)
Understanding Text Analytics Fundamentals
Text analytic...
Co..."
October 14, 2025 at 4:37 PM
Text Analytics in R with quanteda (Part 1)
"Required Packages
library(quanteda)
library(quanteda.textstats)
library(quanteda.textplots)
library(readr)
library(dplyr)
library(ggplot2)
library(stringr)
library(DT)
library(tidytext)
Understanding Text Analytics Fundamentals
Text analytic...
Co..."
"Required Packages
library(quanteda)
library(quanteda.textstats)
library(quanteda.textplots)
library(readr)
library(dplyr)
library(ggplot2)
library(stringr)
library(DT)
library(tidytext)
Understanding Text Analytics Fundamentals
Text analytic...
Co..."