Live
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R Weekly 2019-07 Flipbook, package building
Highlights
Insights
Resources
R in the Real World
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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
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shinyalert
: Easily create pretty popup messages (modals) in Shiny -
olsrr
, 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 Rapid7 -
sdpt3r
: Semi-Definite Quadratic Linear Programming Solver -
sparsenet
: Fit Sparse Linear Regression Models via Nonconvex Optimization -
calendar
: Create, Read, Write, and Work with ‘iCalander’ Files, Calendarsand Scheduling Data -
TmCalculator
: Melting Temperature of Nucleic Acid Sequences -
Rfssa
: Functional Singular Spectrum Analysis -
expSBM
: An Exponential Stochastic Block Model for Interaction Lengths -
IrregLong
: Analysis of Longitudinal Data with Irregular Observation Times -
CB2
: CRISPR Pooled Screen Analysis using Beta-Binomial Test -
matsindf
: Matrices in data frames -
leiden
: Implementation of the ‘Python leidenalg’ Module -
metaMix
: Bayesian Mixture Analysis for Metagenomic Community Profiling -
rrum
: Bayesian Estimation of the Reduced Reparameterized Unified Modelwith Gibbs Sampling -
uclust
: Clustering and Classification Inference with U-Statistics -
rPACI
: Placido Analysis of Corneal Irregularity -
HRW
: Datasets, Functions and Scripts for Semiparametric Regression Supporting Harezlak, Ruppert & Wand (2018) -
Ropj
: Import Origin(R) Project Files -
cgwtools
: Miscellaneous Tools -
rosr
: Create Reproducible Research Projects -
ptmixed
: Poisson-Tweedie Generalized Linear Mixed Model -
Claddis
: Measuring Morphological Diversity and Evolutionary Tempo -
seedwater
: Models for Drying and Soaking Kinetics of Seeds -
EGRETci
: Exploration and Graphics for RivEr Trends Confidence Intervals -
rcitoid
: Client for ‘Citoid’ -
tidystopwords
: Customizable Lists of Stopwords in 53 Languages -
fxtract
: Feature Extraction from Grouped Data -
ICD10gm
: Metadata Processing for the German Modification of the ICD-10Coding System -
mRMRe
: Parallelized Minimum Redundancy, Maximum Relevance (mRMR)Ensemble Feature Selection -
mlbgameday
: Tools to Gather Data from Major League Baseball Advanced Media -
pointdexter
- Labels longitudinal and latitudinal coordinates located inside a polygon
GitHub or Bitbucket
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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
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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.
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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
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Inserting “Edit on GitHub” Buttons in a Single R Markdown Document
-
Coupling Web scraping with Functional Programming in R for scale
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Quick Hit: Speeding Up a Slow/Mundane Task with a Little
Rcpp
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tfestimators - Package: Embeddings for Categorical Variables
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Verbose data.table and uncovering hidden cedta’s data table awareness decisions
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Excel email address cleaner & aggregator in R (#readxl, #openxlsx)
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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