Three ways to look at #TidyTuesday UK pay gap data
Use summarization, a single linear model, and bootstrapping to understand what economic activities involve a larger pay gap for women.continue reading.
R News from another blog for R community
R Shiny Caching – Top 3 Ways to Cache Interactive Elements in R Shiny
Are your Shiny dashboards getting slow? Maybe it’s time to explore some R Shiny caching options. We’ve been there – a client wants dozens of charts on a single dashboard...continue reading.
10 ways you can provide value with RStudio Connect
In speaking with the community, I hear about so many different ways that teams are using RStudio Connect and providing value across their companies. On Twitter I posted 10 ways...continue reading.
May 2022: “Top 40” New CRAN Packages
One hundred seventy-nine new packages made it to CRAN in May. Here are my “Top 40” picks in twelve categories: Computational Methods, Data, Ecology, Epidemiology, Finance, Machine Learning, Networks, Science,...continue reading.
Pandas isna, Explained
In this blog post, I’ll explain how to use the Pandas isna technique. I’ll describe what the technique does, explain the syntax, and I’ll show you clear examples of how...continue reading.
Shiny and Arrow
This is a guest post from Michael Thomas, Chief Data Scientist at Ketchbrook Analytics. At Ketchbrook, Michael and his team help businesses gain significant competitive advantages by leveraging data effectively....continue reading.
R Weekly 2022-W26 {flextable}, Shiny’s workload, RainbowR
Hello and welcome to this new issue! How to have (my) content shared by R Weekly? This week’s release was curated by Jon Calder, with help from the R Weekly...continue reading.
useR! 2022: My ‘Futureverse: Profile Parallel Code’ Slides
Figure 1: A time chart of logged events for two futures resolved by two parallel workers. This is a screenshot of Slide #18 in my talk. Below are the slides...continue reading.
R Shiny Google Analytics: How to Add GA to Shiny Apps
User adoption is an important metric for any application’s success. But measuring adoption hasn’t always been a priority for Shiny developers. We think it’s time to change this. So today...continue reading.
spatialsample 0.2.0
We’re positively electrified to announce the release of spatialsample 0.2.0. spatialsample is a package for spatial resampling, extending the rsample framework to help create spatial extrapolation between your analysis and...continue reading.
Updated Comparison of R Graphical User Interfaces
I have just updated my detailed reviews of Graphical User Interfaces (GUIs) for R, so let’s compare them again. It’s not too difficult to rank them based on the number of...continue reading.
Little useless-useful R functions – Plotting the decimal and binary conversion
How does the conversion between decimal to binary or from binary to decimal behave? With another useless function, I have plotted the points (x = decimal number, y = converted...continue reading.
R Weekly 2022-W25
Hello and welcome to this new issue! How to have (my) content shared by R Weekly? This week’s release was curated by Colin, with help from the R Weekly team...continue reading.
Frank’s R Workflow
Frank Harrell’s new eBook, R Workflow, which aims to: “to foster best practices in reproducible data documentation and manipulation, statistical analysis, graphics, and reporting” is an ambitious document that is...continue reading.
rstudio::conf(2022) Conference Schedule
We are delighted to announce the rstudio::conf schedule! Expect four days of amazing speakers, workshops, and events on a range of topics: data science processes, industry use cases, working with...continue reading.
Automated Survey Reporting With googlesheets4, pins, and R Markdown
In October 2021, we released the RStudio Communications Survey. Many thanks to all of you who replied! We received great suggestions from the community that we incorporate into our work....continue reading.
Use resampling to understand #TidyTuesday drought in TX
The spatialsample package is gaining many new methods this summer, and we can use spatially aware resampling to understand how drought is related to other quantities across Texas.continue reading.
R Shiny Hotjar – How To Monitor User Behavior in R Shiny Apps
Being able to monitor user behavior lets you know why something works (or doesn’t) in your dashboard. It helps build your user adoption strategy with user behavior analytics. So what’s...continue reading.
R Weekly 2022-W24
Hello and welcome to this new issue! How to have (my) content shared by R Weekly? This week’s release was curated by Batool Almarzouq, with help from the wonderful R...continue reading.
spatialLIBD: an R/Bioconductor package to visualize spatially-resolved transcriptomics data
Our paper describing our package #spatialLIBD is finally out! 🎉🎉🎉spatialLIBD is an #rstats / @Bioconductor package to visualize spatial transcriptomics data.⁰This is especially exciting for me as it is my...continue reading.
