diff --git a/draft.md b/draft.md
index d5514aa6..bea411cb 100644
--- a/draft.md
+++ b/draft.md
@@ -1,6 +1,6 @@
 ---
 layout: draft
-title: R Weekly 2024-W00
+title: R Weekly 2024-W47
 description: Draft of the R Weekly
 image: https://rweekly.org/public/facebook.png
 ---
@@ -8,9 +8,7 @@ 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 [](), with help from the R Weekly team members and contributors.
-
-
+This week’s release was curated by [Jon Calder](https://fosstodon.org/@jonmcalder), with help from the R Weekly team members and contributors.
 
 ### Highlight
 
@@ -20,6 +18,8 @@ This week’s release was curated by [](), with help from the R Weekly team memb
 
 [How Github Copilot and ChatGPT have changed my life as an R developer](https://ymansiaux.github.io/yohann-data/posts/iaforr/)
 
++ [R Dev Day @ SIP 2024](https://www.jumpingrivers.com/blog/r-dev-day-2024/)
+
 ### R in the Real World
 
 
@@ -44,7 +44,14 @@ This week’s release was curated by [](), with help from the R Weekly team memb
 
 **CRAN**
 
-* [{cocoon} 0.1.0](https://cran.r-project.org/package=cocoon): Extract, Format, and Print Statistical Output ( cran.r-project.org ) 
+* [{cocoon} 0.1.0](https://cran.r-project.org/package=cocoon): Extract, Format, and Print Statistical Output
+
++ [{GeoTox} 0.2.0](https://cran.r-project.org/package=GeoTox): Spatiotemporal Mixture Risk Assessment
+
++ [{wbids} 0.1.0](https://cran.r-project.org/package=wbids): Seamless Access to World Bank International Debt Statistics
+(IDS)
+
++ [{brickster} 0.2.5](https://cran.r-project.org/package=brickster): R Toolkit for 'Databricks'
 
 **Bioconductor**
 
@@ -58,6 +65,15 @@ This week’s release was curated by [](), with help from the R Weekly team memb
 
 <i>🔍 [Search on R-universe](https://r-universe.dev/search/) 🔍</i>
 
++ [{shinylive} 0.3.0](https://cran.r-project.org/package=shinylive): Run 'shiny' Applications in the Browser - [diffify](https://diffify.com/R/shinylive)
+
++ [{packageRank} 0.9.4](https://cran.r-project.org/package=packageRank): Computation and Visualization of Package Download Counts and
+Percentile Ranks - [diffify](https://diffify.com/R/packageRank)
+
++ [{bioregion} 1.1.1-1](https://cran.r-project.org/package=bioregion): Comparison of Bioregionalisation Methods - [diffify](https://diffify.com/R/bioregion)
+
++ [{tabulapdf} 1.0.5-5](https://cran.r-project.org/package=tabulapdf): Extract Tables from PDF Documents - [diffify](https://diffify.com/R/tabulapdf)
+
 ### Videos and Podcasts
 
 + [Listen to the R-Weekly Highlights Podcast](https://serve.podhome.fm/r-weekly-highlights)
@@ -69,7 +85,15 @@ This week’s release was curated by [](), with help from the R Weekly team memb
 
 ### Shiny Apps
 
++ [R Shiny Deployment: 5 Options for Individuals and Enterprises](https://www.appsilon.com/post/r-shiny-deployment)
+
++ [Comprehensive Documentation:  How We Ensure Your Project’s Success Beyond Delivery](https://www.appsilon.com/post/comprehensive-documentation)
 
++ [{PakPC} 0.2.0](https://cran.r-project.org/package=PakPC): 'shiny' App to Analyze Pakistan's Population Census Data
+
++ [{PakNAcc} 0.1.0](https://cran.r-project.org/package=PakNAcc): 'shiny' App for National Accounts
+
++ [{WeibullR.shiny} 0.3](https://cran.r-project.org/package=WeibullR.shiny): A 'Shiny' App for Weibull Analysis
 
 ### R Internationally
 
@@ -81,6 +105,24 @@ This week’s release was curated by [](), with help from the R Weekly team memb
 
 + [AI Transcription from R using Whisper: Part 3](https://affcom.ku.edu/posts/whisper2024c/)
 
++ [Greenland ice thickness](https://r.iresmi.net/posts/2024/arctic/)
+
++ [Time Series Machine Learning: Shanghai Composite](https://datageeek.com/2024/11/13/time-series-machine-learning-shanghai-composite/)
+
++ [Smith-Pittman Algorithm: Enhancing Community Detection in Networks](https://bensstats.wordpress.com/2024/11/11/smith-pittman-algorithm-enhancing-community-detection-in-networks/)
+
++ [Understanding and extending the methods of comparing spatial patterns in raster data](https://jakubnowosad.com/posts/2024-11-17-spatcomp-bp6/)
+
++ [How to Keep Certain Columns in Base R with subset(): A Complete Guide](https://www.spsanderson.com/steveondata/posts/2024-11-14/)
+
++ [How to Subset a Data Frame in R: 4 Practical Methods with Examples](https://www.spsanderson.com/steveondata/posts/2024-11-12/)
+
++ [How to Use the Tilde Operator (~) in R: A Comprehensive Guide](https://www.spsanderson.com/steveondata/posts/2024-11-11/)
+
++ [3MW (Look at all those Quarto Outputs)](https://3mw.albert-rapp.de/p/look-at-all-those-quarto-outputs)
+
++ [100 Bushels of Corn](https://vermillion-parfait-780f4f.netlify.app/posts/100bushels/)
+
 <!--<div class="post-more-begin></div><div class="post-more-end"></div>-->
 
 ### R Project Updates
@@ -110,6 +152,7 @@ Events in 3 Months:
 
 ### Datasets
 
++ [{lovecraftr} 1.0.0](https://cran.r-project.org/package=lovecraftr): A Collection of Lovecraftian Tales and Texts
 
 ### Connect