R Weekly 2021-W20 ISLR with tidymodels, Encrypted RMarkdown, TidyX MLB Pitches
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Hello and welcome to this new issue!
Release Date: 2021-05-17
This week’s release was curated by Ryo Nakagawara, with help from the R Weekly team members and contributors.
Highlight
ISLR: tidymodels labs: This book aims to be a complement to the 1st version An Introduction to Statistical Learning book with translations of the labs into using the tidymodels set of packages.
TidyX Episode 59: MLB Pitch Classification - Class Imbalance and Model Evaluation
Insights
R in the Real World
Resources
ISLR: tidymodels labs: This book aims to be a complement to the 1st version An Introduction to Statistical Learning book with translations of the labs into using the tidymodels set of packages.
Short course and tutorial for survey analysis in R using the
srvyr
andsurvey
packages
New Packages
???? Go Live for More New Pkgs ????
CRAN
{ggbreak} 0.0.2.993: set axis breaks for ‘ggplot2’.
{parsermd} 0.1.0: Formal Parser and Related Tools for R Markdown Documents
{nnspat} 0.1.0: Nearest Neighbor Methods for Spatial Patterns
{gitdown} 0.1.2: Turn Your Git Commit Messages into a HTML Book
{qqboxplot} 0.1.0: Implementation of the Q-Q Boxplot
{academictwitteR} 0.1.0: Access the Twitter Academic Research Product Track V2 API
{SportsTour} 0.1.0: Display Tournament Fixtures using Knock Out and Round Robin Techniques
{bayesmodels} 0.1.0: The ‘Tidymodels’ Extension for Bayesian Models
GitHub or Bitbucket
{strex} 1.4.2: Extra string manipulation functions not contained in stringr or stringi.
{socialroulette} 0.1.0: A package to generate social groupings.
{ddplot} 0.0.1: Create D3 based SVG graphics easily from R.
{rayvista} 0.1.0: A package to view a 3D scene anywhere on earth.
- {bingmapr} 0.1.0: An R package for accessing the Bing Maps Static Map API.
Updated Packages
{lme4} 1.1-27: Linear Mixed-Effects Models using ‘Eigen’ and S4
{rt} 1.1.0: Interface to the ‘Request Tracker’ API
{huxtable} 5.4.0: Easily Create and Style Tables for LaTeX, HTML and Other Formats
{eurostat} 3.7.5: Tools for Eurostat Open Data
{naniar} 0.6.1: Data Structures, Summaries, and Visualisations for Missing Data
{bslib} 0.2.5: Custom ‘Bootstrap’ ‘Sass’ Themes for ‘shiny’ and ‘rmarkdown’
{gt} 0.3.0: Easily Create Presentation-Ready Display Tables
{ggiraph} 0.7.9: Make ‘ggplot2’ Graphics Interactive
{zstd} 0.2.3: Fast, configurable in-memory compression of R objects with zstd.
Videos and Podcasts
D3 for R users (Video) - Zaynaib (Ola) Giwa (Cleveland R User Group)
Learning to use the patchwork R package (how to learn a package in general)
Tidy Tuesday live screencast: Analyzing US broadband access in R
[TidyX Episode 59 MLB Pitch Classification - Class Imbalance and Model Evaluation](https://www.youtube.com/watch?v=6-y1iEbDQVs) - #rspatial workshops
Shiny Apps
Tutorials
R Project Updates
Updates from R Core:
Upcoming Events in 3 Months
Events in 3 Months:
Call for Participation
Quotes of the Week
I'd like something like this in {dplyr} #rstats
— Antoine Fabri (@antoine_fabri) May 11, 2021
mutate_where <- function(.data, .where, ...) {
rows_lgl <- as.logical(rlang::eval_tidy(enquo(.where), .data, parent.frame()))
.data[rows_lgl,] <- dplyr::mutate(.data[rows_lgl,], ...)
.data
} pic.twitter.com/iWVi6lwOvC
where is waldo??
— Jeep Wrangler Owner (@asmae_toumi) May 10, 2021
in my console baby, no more anti_join() for me pic.twitter.com/FpmCIyiF2Z
Sometimes one may wish to include plots or visualizations in a table, e.g. to show the distribution of a variable.
— R Function A Day (@rfunctionaday) May 11, 2021
The {spec_} function family from {kableExtra} ???? make doing so effortless ????https://t.co/X4YY8Drm7C#rstats #DataScience pic.twitter.com/9HRDTxEpB8
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