R Weekly 2019-07 Flipbook, package building
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Hello and welcome to this new issue!
Highlights
Insights
Resources
R in the Real World
Liverpool is the Most Popular City in the World (relative to use as password per inhabitant)
R for Political Data Science Week 7: The 2020 Twitter Primary
R in Organizations
R in Academia
New Packages
CRAN
shinyalert
: Easily create pretty popup messages (modals) in Shinyolsrr
, a set of tools for improved output from linear regression models, designed keeping in mind beginner/intermediate R users.Introducing
tidyLPA
(an R package for carrying out Latent Profile Analysis)Using the
ropendata
R Package to Access Petabytes of Free Internet Telemetry Data from Rapid7sdpt3r
: Semi-Definite Quadratic Linear Programming Solversparsenet
: Fit Sparse Linear Regression Models via Nonconvex Optimizationcalendar
: Create, Read, Write, and Work with ‘iCalander’ Files, Calendarsand Scheduling DataTmCalculator
: Melting Temperature of Nucleic Acid SequencesRfssa
: Functional Singular Spectrum AnalysisexpSBM
: An Exponential Stochastic Block Model for Interaction LengthsIrregLong
: Analysis of Longitudinal Data with Irregular Observation TimesCB2
: CRISPR Pooled Screen Analysis using Beta-Binomial Testmatsindf
: Matrices in data framesleiden
: Implementation of the ‘Python leidenalg’ ModulemetaMix
: Bayesian Mixture Analysis for Metagenomic Community Profilingrrum
: Bayesian Estimation of the Reduced Reparameterized Unified Modelwith Gibbs Samplinguclust
: Clustering and Classification Inference with U-StatisticsrPACI
: Placido Analysis of Corneal IrregularityHRW
: Datasets, Functions and Scripts for Semiparametric Regression Supporting Harezlak, Ruppert & Wand (2018)Ropj
: Import Origin(R) Project Filescgwtools
: Miscellaneous Toolsrosr
: Create Reproducible Research Projectsptmixed
: Poisson-Tweedie Generalized Linear Mixed ModelCladdis
: Measuring Morphological Diversity and Evolutionary Temposeedwater
: Models for Drying and Soaking Kinetics of SeedsEGRETci
: Exploration and Graphics for RivEr Trends Confidence Intervalsrcitoid
: Client for ‘Citoid’tidystopwords
: Customizable Lists of Stopwords in 53 Languagesfxtract
: Feature Extraction from Grouped DataICD10gm
: Metadata Processing for the German Modification of the ICD-10Coding SystemmRMRe
: Parallelized Minimum Redundancy, Maximum Relevance (mRMR)Ensemble Feature Selectionmlbgameday
: Tools to Gather Data from Major League Baseball Advanced Media
GitHub or Bitbucket
VapoRwave
: Featuring three vaporwaveggplot2
themes and 13 (lucky) color palettes ?ghactions
, GitHub actions for R and accompanying R package.
cbrt
, provides functions for finding, and downloading data from the Central Bank of the Republic of Turkey’s database (more than 22,000 time series variables on Turkish economy).
Updated Packages
staplr
, toolkit to manipulate PDF files.vcr
- Record test suite ‘HTTP’ requests and replays them during future runs.
Videos and Podcasts
NSSD Episode 74 - I Draw the Line at Fans: Hilary and Roger discuss Roger’s foray into cloud computing and how they determine whether they can trust an algorithm or R package. Also, a bonus discussion of the state of data science as a field.
R-Podcast Episode 27 - Get the {gt} Tables!: Eric shares a behind-the-scenes look at his
rstudio::conf
2019 presentation about Shiny modules, and talks to RStudio software engineer Rich Iannone about his journey from atmospheric science to creating theDiagrammeR
andgt
packages.
Tutorials
Inserting “Edit on GitHub” Buttons in a Single R Markdown Document
Coupling Web scraping with Functional Programming in R for scale
Quick Hit: Speeding Up a Slow/Mundane Task with a Little
Rcpp
tfestimators - Package: Embeddings for Categorical Variables
Verbose data.table and uncovering hidden cedta’s data table awareness decisions
Excel email address cleaner & aggregator in R (#readxl, #openxlsx)
Meetup API tracking in R (Part 1) - Analytics>Forward in RTP, NC
R Project Updates
Updates from R Core:
R CMD check
has more comprehensive checks on thedata
directory and the functioning of `data() in a package.
Upcoming Events in 3 Months
Events in 3 Months:
More past events at R conferences & meetups.
Jobs
Call for Participation
Quotes of the Week
Roses are red,
— Danielle Navarro (@djnavarro) 13 de febrer de 2019
Iris data forgettable.
Objects of type closure,
Are not subsettable#rstats valentine
#rstats R-hub is on Twitter now! ?
— R-hub (@rhub_) 13 de febrer de 2019
Stay tuned for further updates, we'll soon launch a docs website and a blog! ?
In the meantime find
? our ?builder https://t.co/QG8jwaCoto
? our Github organization https://t.co/tR4d94ZHSj
Are you an #rstats user in Africa? Do you want to be updated on R-related activities and help promote R in Africa? Sign up on this form! #africaR https://t.co/Qztgzc9lzb
— Shel ?? (@Shel_Kariuki) 15 de febrer de 2019
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