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add packages, quotes, images, prelim highlights to 2023-w48
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tonyelhabr authored Nov 26, 2023
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---
layout: draft
title: R Weekly 2023-W48
title: R Weekly 2023-W48 object-oriented refactoring, benchmarking, Rust + R
description: Draft of the R Weekly
image: https://rweekly.org/public/facebook.png
---


+ [How to have (my) content shared by R Weekly?](https://github.com/rweekly/rweekly.org#how-to-have-my-content-shared-by-r-weekly)

This week’s release was curated by [Tony ElHabr](https://twitter.com/TonyElHabr), with help from the R Weekly team members and contributors.



### Highlight

+ [Object-Oriented Express: Refactoring in R](https://medium.com/number-around-us/object-oriented-express-refactoring-in-r-3b33b728042b)

+ [Using benchmarking to guide the adoption of dependencies in R packages](https://epiverse-trace.github.io/posts/benchmarking_design_decisions/)

+ [Building a DataFusion CSV reader with arrow-extendr](https://josiahparry.com/posts/2023-11-24-dfusionrdr)


### Insights
Expand All @@ -24,17 +27,22 @@ This week’s release was curated by [Tony ElHabr](https://twitter.com/TonyElHab

+ [Folks, C'mon, Use Parquet](https://appsilon.com/csv-to-parquet-transition/)

+ [Making SearchBuilder Work in the Server Mode in DT (Help Needed)](https://yihui.org/en/2023/11/dt-searchbuilder/)
+ [Next-generation access to Databricks clusters in RStudio with sparklyr and pysparklyr](https://posit.co/blog/databricks-clusters-in-rstudio-with-sparklyr/)

+ [Making SearchBuilder Work in the Server Mode in DT (Help Needed)](https://yihui.org/en/2023/11/dt-searchbuilder/)

### R in the Real World

+ [Extracting information about spatial patterns from spatial signatures](https://jakubnowosad.com/posts/2023-11-18-motif-bp7/index.html)

+ [Forecasting potholes with exogenous variables](https://ctompkins.netlify.app/post/forecasting-potholes-with-exogenous-variables/)
![](https://raw.githubusercontent.com/rweekly/image/master/2023/W48/africa-motifs.png)

+ [Time Series Analysis and Understanding a Eurobond Fund with Prophet](https://datageeek.com/2023/11/22/time-series-analysis-and-understanding-a-eurobond-fund-with-prophet/)

+ [Forecasting potholes with exogenous variables](https://ctompkins.netlify.app/post/forecasting-potholes-with-exogenous-variables/)

![](https://raw.githubusercontent.com/rweekly/image/master/2023/W48/potholes-forecast-exogenous.png)

### R in Organizations

+ [From Local Roots to Global Reach: The Collaborative Expansion of R-Ladies Gaborone](https://www.r-consortium.org/blog/2023/11/21/from-local-roots-to-global-reach-the-collaborative-expansion-of-r-ladies-gaborone)
Expand All @@ -56,63 +64,78 @@ This week’s release was curated by [Tony ElHabr](https://twitter.com/TonyElHab

<p class="added-hostname"><a href="https://rweekly.org/live" target="_blank" class="externalLink">📦 <i>Go Live for More New Pkgs</i> 📦</a></p>


**CRAN**

+ [{air} 0.2.2](https://cran.r-project.org/package=air): AI Assistant to Write and Understand R Code

**GitHub or Bitbucket**
+ [{textrecipes} 1.0.6](https://cran.r-project.org/package=textrecipes): Extra 'Recipes' for Text Processing

+ [ggppt](https://github.com/doehm/ggppt): Callout annotations for ggplot2
+ [{froth} 1.0.0](https://cran.r-project.org/package=froth): Emulate a 'Forth' Programming Environment

### Updated Packages
+ [{orbweaver} 0.0.3](https://cran.r-project.org/package=orbweaver): Fast and Efficient Graph Data Structures

<i>🔍 [Search on R-universe](https://r-universe.dev/search/) 🔍</i>
+ [{curvir} 0.1.1](https://cran.r-project.org/package=curvir): Specify Reserve Demand Curves

+ [Next-generation access to Databricks clusters in RStudio with sparklyr and pysparklyr](https://posit.co/blog/databricks-clusters-in-rstudio-with-sparklyr/)
+ [{treats} 1.0](https://cran.r-project.org/package=treats): Trees and Traits Simulations

+ [{happign} 0.2.1](https://cran.r-project.org/package=happign): Easy access to French geodata from IGN (National Institute of Geographic)
+ [{simStateSpace} 1.0.1](https://cran.r-project.org/package=simStateSpace): Simulate Data from State Space Models

+ [{galah} 2.0.0](https://cran.r-project.org/package=galah): Biodiversity Data from the GBIF Node Network
**GitHub or Bitbucket**

### Videos and Podcasts
+ [{ggppt} 0.1.0](https://github.com/doehm/ggppt): Callout annotations for ggplot2

+ [Listen to the R-Weekly Highlights Podcast](https://rweekly.fireside.fm/)
### Updated Packages

+ [webR 0.2: R Packages and Shiny for WebAssembly - George Stagg](https://www.youtube.com/watch?v=CRKuH3ISPgI)
<i>🔍 [Search on R-universe](https://r-universe.dev/search/) 🔍</i>

+ [David Sluder @ Institute of Nuclear Power Operations - Data Science Hangout](https://www.youtube.com/watch?v=SEKI8N48ZbM)
+ [{happign} 0.2.1](https://cran.r-project.org/package=happign): Easy access to French geodata from IGN (National Institute of Geographic) - [diffify](https://diffify.com/R/happign)

+ [Advanced Shiny - Running Multiple Linked Shiny Apps - TidyX Episode 164](https://www.youtube.com/watch?v=-UP5xN9xopg)
+ [{galah} 2.0.0](https://cran.r-project.org/package=galah): Biodiversity Data from the GBIF Node Network

### Call for Participation
+ [{mlflow} 2.8.1](https://cran.r-project.org/package=mlflow): Interface to 'MLflow' - [diffify](https://diffify.com/R/mlflow)

- [Introducing the rainbowR buddy scheme](https://rainbowr.netlify.app/posts/2023-11-16_introducing-buddies) - The rainbowR buddy scheme is designed to connect LGBTQ+ folks who code in R. This blog post introduces how the scheme works, how to join, and details how it's implemented in R (a combination of **googlesheets4**, **dplyr** and **blastula**).
+ [{simstudy} 0.7.1](https://cran.r-project.org/package=simstudy): Simulation of Study Data - [diffify](https://diffify.com/R/simstudy)

+ [{ibmdbR} 1.51.0](https://cran.r-project.org/package=ibmdbR): IBM in-Database Analytics for R - [diffify](https://diffify.com/R/ibmdbR)

### Gist & Cookbook
+ [{spatialreg} 1.3-1](https://cran.r-project.org/package=spatialreg): Spatial Regression Analysis - [diffify](https://diffify.com/R/spatialreg)

+ [{tidyterra} 0.5.0](https://cran.r-project.org/package=tidyterra): 'tidyverse' Methods and 'ggplot2' Helpers for 'terra' Objects - [diffify](https://diffify.com/R/tidyterra)

+ [{missRanger} 2.4.0](https://cran.r-project.org/package=missRanger): Fast Imputation of Missing Values - [diffify](https://diffify.com/R/missRanger)

### Shiny Apps
+ [{ggmap} 4.0.0](https://cran.r-project.org/package=ggmap): Spatial Visualization with ggplot2 - [diffify](https://diffify.com/R/ggmap)

### Videos and Podcasts

+ [Listen to the R-Weekly Highlights Podcast](https://rweekly.fireside.fm/)

### R Internationally
+ [webR 0.2: R Packages and Shiny for WebAssembly - George Stagg](https://www.youtube.com/watch?v=CRKuH3ISPgI)

+ [David Sluder @ Institute of Nuclear Power Operations - Data Science Hangout](https://www.youtube.com/watch?v=SEKI8N48ZbM)

+ [Advanced Shiny - Running Multiple Linked Shiny Apps - TidyX Episode 164](https://www.youtube.com/watch?v=-UP5xN9xopg)

### Call for Participation

- [Introducing the rainbowR buddy scheme](https://rainbowr.netlify.app/posts/2023-11-16_introducing-buddies) - The rainbowR buddy scheme is designed to connect LGBTQ+ folks who code in R. This blog post introduces how the scheme works, how to join, and details how it's implemented in R (a combination of **googlesheets4**, **dplyr** and **blastula**).

### Tutorials

+ [Building a DataFusion CSV reader with arrow-extendr](https://josiahparry.com/posts/2023-11-24-dfusionrdr)

+ [Jacques Bertin's valued points map with R](https://r-graph-gallery.com/web-valued-dots-map-bertin.html)

![](https://raw.githubusercontent.com/rweekly/image/master/2023/W48/jacques-berlin.png)

+ [Customized Dorling cartogram with R](https://r-graph-gallery.com/web-dorling-cartogram-with-R.html)

+ [3MW (Using regular expressiont to clean data)](https://3mw.albert-rapp.de/p/regular-expressions-clean-data)
+ [3MW (Using regular expressions to clean data)](https://3mw.albert-rapp.de/p/regular-expressions-clean-data)

+ [Using benchmarking to guide the adoption of dependencies in R packages](https://epiverse-trace.github.io/posts/benchmarking_design_decisions/)

![](https://raw.githubusercontent.com/rweekly/image/master/2023/W48/benchmarking-guiding-design.png)

+ [Rethinking packages &amp; functions preloading in webR 0.2.2](https://colinfay.me/rethinking-packages-and-functions-preloading-in-webr-0.2.2/)

+ [Airy Area: approximating surface area of a cell from a 3D point set](https://quantixed.org/2023/11/21/airy-area-approximating-surface-area-of-a-cell-from-a-3d-point-set/)
Expand Down Expand Up @@ -163,9 +186,6 @@ Events in 3 Months:

+ [Weekly R Workshops for Ukraine](https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine)

### Grants & Funding


### Datasets

+ [A plethora of datasets at your fingertips](https://thierrymoudiki.github.io/blog/2023/11/20/python/r/misc/mlsauce/runiverse-api)
Expand All @@ -184,3 +204,7 @@ Events in 3 Months:
+ [Tanaka](https://r.iresmi.net/posts/2023/tanaka/index.html)

### Quotes of the Week

<blockquote class="twitter-tweet"><p lang="en" dir="ltr">Haunted objects in <a href="https://twitter.com/hashtag/rstats?src=hash&amp;ref_src=twsrc%5Etfw">#rstats</a> <a href="https://t.co/v6QcgrLHuf">pic.twitter.com/v6QcgrLHuf</a></p>&mdash; Antoine Fabri (@antoine_fabri) <a href="https://twitter.com/antoine_fabri/status/1727411205034385543?ref_src=twsrc%5Etfw">November 22, 2023</a></blockquote> <script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>

<iframe src="https://mastodon.social/@hrbrmstr/111463067994264555/embed" width="400" allowfullscreen="allowfullscreen" sandbox="allow-scripts allow-same-origin allow-popups allow-popups-to-escape-sandbox allow-forms"></iframe>

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