R Weekly 2024-W45 Talk recordings from posit::conf(2024), GitHub actions, Parameterized plots
This week’s release was curated by Batool Almarzouq, with help from the R Weekly team members and contributors.
Highlight
Insights
R in the Real World
R in Academia
Resources
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Talk recordings and workshop materials from posit::conf(2024)
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10 New Books added to Big Book of R + R community on BlueSky
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Ordinal State Transition Models as a Unifying Risk Prediction Framework
New Packages
📦 Keep up to date wtih CRANberries 📦
CRAN
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Tapyr 0.2 Update: Package Management with uv and Shiny for Python Testing API
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{favawesome} 0.1.1: Use Font Awesome Icons as Shiny favicons
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{surveydown} 0.4.0: Markdown-Based Surveys Using ‘Quarto’ and ‘shiny’
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{rcollectadhd} 0.8: Collection of Data Sets Containing ADHD Related Data
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{legendry} 0.1.0: Extended Legends and Axes for ‘ggplot2’
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{CADF} 0.1: Customer Analytics Data Formatting
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{vchartr} 0.1.3: Interactive Charts with the ‘JavaScript’ ‘VChart’ Library
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{mapindiatools} 1.0.1: Mapping Data for ‘mapindia’ Package
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{dsTidyverseClient} 1.0.0: ‘DataSHIELD’ ‘Tidyverse’ Clientside Package
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{picohdr} 0.1.1: Read, Write and Manipulate High Dynamic Range Images
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{ggpca} 0.1.2: Publication-Ready PCA, t-SNE, and UMAP Plots
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{BSTZINB} 1.0.1: Association Among Disease Counts and Socio-Environmental Factors
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{redatamx} 1.0.0: R Interface to ‘Redatam’ Library
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{TMTI} 1.0.3: Too Many, Too Improbable (TMTI) Test Procedures
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{tapLock} 0.2.0: Seamless Single Sign-on for ‘shiny’
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{ShinyWizard} 1.1.3.11: An Interactive Wizard to Design, Build, and Deploy R Packages Demo Presentation
Updated Packages
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{spatstat.utils} 3.1-1: Utility Functions for ‘spatstat’ - diffify
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{ggeasy} 0.1.5: Easy Access to ‘ggplot2’ Commands - diffify
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{EIEntropy} 0.0.1.2: Ecological Inference Applying Entropy - diffify
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{dataCompare} 1.0.1: A ‘shiny’ App to Compare Two Data Frames - diffify
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{RaceID} 0.3.7: Identification of Cell Types, Inference of Lineage Trees, and Prediction of Noise Dynamics from Single-Cell RNA-Seq Data - diffify
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{iimi} 1.2.1: Identifying Infection with Machine Intelligence - diffify
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{basemaps} 0.0.8: Accessing Spatial Basemaps in R - diffify
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{mapgl} 0.1.4: Interactive Maps with ‘Mapbox GL JS’ and ‘MapLibre GL JS’ - diffify
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{priorsense} 1.0.4: Prior Diagnostics and Sensitivity Analysis - diffify
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{gitignore} 0.1.8: Create Useful .gitignore Files for your Project - diffify
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{ggstatsplot} 0.12.5: ‘ggplot2’ Based Plots with Statistical Details - diffify
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{flexlsx} 0.3.0: Exporting ‘flextable’ to ‘xlsx’ Files - diffify
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{iForecast} 1.0.9: Machine Learning Time Series Forecasting - diffify
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{dunlin} 0.1.8: Preprocessing Tools for Clinical Trial Data - diffify
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{statsExpressions} 1.6.1: Tidy Dataframes and Expressions with Statistical Details - diffify
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{proffer} 0.2.1: Profile R Code and Visualize with ‘Pprof’ - diffify
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{DescToolsAddIns} 1.12: Interactive Functions to be Used as Shortcuts in ‘RStudio’ - diffify
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{bio3d} 2.4-5: Biological Structure Analysis - diffify
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{manynet} 1.3.1: Many Ways to Make, Modify, Map, Mark, and Measure Myriad Networks - diffify
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{ggseqplot} 0.8.5: Render Sequence Plots using ‘ggplot2’ - diffify
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{RcmdrPlugin.DoE} 0.12-6: R Commander Plugin for (Industrial) Design of Experiments - diffify
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{rspm} 0.6.1: ‘RStudio’ Package Manager - diffify
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{progressr} 0.15.0: An Inclusive, Unifying API for Progress Updates - diffify
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{pdp} 0.8.2: Partial Dependence Plots - diffify
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{rgl} 1.3.12: 3D Visualization Using OpenGL - diffify
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{liver} 1.17: “Eating the Liver of Data Science” - diffify
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{circumplex} 1.0.0: Analysis and Visualization of Circular Data - diffify
Videos and Podcasts
Tutorials
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Predictive scenarios simulation in R, Python and Excel using Techtonique API
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Delimiting the modelling background for scattered uneven occurrence data
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Street names: Day 2 of 30DayMapChallenge. Trying to find the genders in Lyon street names
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How to Use ‘OR’ Operator in R: A Comprehensive Guide for Beginners
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The Ultimate Guide to Creating Lists in R: From Basics to Advanced Examples
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How to Iterate Over Rows of Data Frame in R: A Complete Guide for Beginners
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Connecting R to Postgres: From Database Creation to Data Manipulation and Charts
R Project Updates
Updates from R Core:
Updates from the R Contribution Working Group (RCWG):
- Announcing R Dev Day @ LatinR 2024: online, Monday 18 and Tuesday 19 November, 5:30pm - 8pm (UTC-3). Join us to work on contributions to the code, documentation and translations in base R. Free and open registration, deadline Saturday 16 Nov.
Call for Participation
Upcoming Events in 3 Months
Events in 3 Months:
Connect
Join the Data Science Learning Community
artistry
Today's artwork generated with #rstats and #ggplot2: pic.twitter.com/9UMkxbcpnA
— aRtsy package (@aRtsy_package) November 5, 2024
Image of Mexicali, Mexico created in #rstats using data from #OpenStreetMap. pic.twitter.com/7epnCkTPlp
— R City Views (@rcityviews) November 3, 2024