+ + +R Assignment Alignment Chart #rstats
— Tyler Morgan-Wall (@tylermorganwall) August 10, 2019
(building in my own opinion regarding `=` 😁) pic.twitter.com/BXfGMJfkcU
diff --git a/_posts/2019-08-19-2019-33.md b/_posts/2019-08-19-2019-33.md new file mode 100644 index 000000000..36e663a7c --- /dev/null +++ b/_posts/2019-08-19-2019-33.md @@ -0,0 +1,170 @@ +--- +title: R Weekly 2019-33 {golem}, {RinteRface}, and Giraffes +description: Weekly News in the R Community. +image: https://rweekly.org/public/facebook.png +--- + +This week's release was curated by [Colin Fay](https://twitter.com/_colinfay), with help from the RWeekly team members and contributors. + +Release Date: 2019-08-19 + +### Highlight + ++ [golem: A Framework for Robust Shiny Applications](https://CRAN.R-project.org/package=golem) + ++ [Episode 4: The RinteRface packages for production-ready Shiny UI](https://shinydevseries.com/post/episode-4-rinterface/) + ++ [Teacups, Giraffes, and Statistics](https://tinystats.github.io/teacups-giraffes-and-statistics/index.html) + + +### Insights + ++ [Can we use a neural network to generate R Shiny code? Let's find out! ](https://appsilon.com/generate-shiny-code-with-rnn/) + ++ [In search of the perfect partial dependence plot for Random Forests ](https://sethdobson.netlify.com/2019/08/08/in-search-of-the-perfect-partial-plot/) + ++ [2 Months in 2 Minutes – rOpenSci News, August 2019](https://www.r-bloggers.com/2-months-in-2-minutes-ropensci-news-august-2019/) + ++ [Prepping data for #rstats #tidyverse and a priori planning](http://www.christopherlortie.info/prepping-data-for-rstats-tidyverse-and-a-priori-planning/) + ++ [R Community Explorer](https://www.r-consortium.org/blog/2019/08/12/r-community-explorer) + +R is quickly becoming the tool of choice for data analysis in science. Lists of excellent resources to learn #rstats have been compiled in multiple places (I will mention here the amazing work of @djnavarro @MattCrump_ and of course @hadleywickham , links below) 1/6
— David Moreau (@davidwmoreau) August 5, 2019
+
++ [Themes to Improve Your ggplot Figures](https://rfortherestofus.com/2019/08/themes-to-improve-your-ggplot-figures/)
+
++ [Really Large Numbers in R](https://theautomatic.net/2019/08/16/really-large-numbers-in-r/)
+
+### R in the Real World
+
++ [Cyclists – London Ride 100 – Analysis for riders and clubs using Shiny/R](https://nk761.wordpress.com/2019/08/13/cyclists-london-ride-100-analysis-for-riders-and-clubs-using-shiny-r/)
+
+
+
++ [Using Data to Uncover the Smog: Jakarta Air Quality, 2016–2019](https://medium.com/numera-loka/using-data-to-uncover-the-smog-jakarta-air-quality-2016-2019-d3f7eb708f04)
+
+
+### R in Academia
+
++ [Six Reasons to Consider Using R in Psychological Research](https://psyarxiv.com/8mb6d/)
+
+### Resources
+
++ [Insurance Data Science : Text](https://freakonometrics.hypotheses.org/58281)
+
+### New Packages
+
+
+
+**CRAN**
+
++ [golem: A Framework for Robust Shiny Applications](https://CRAN.R-project.org/package=golem)
+
+**GitHub or Bitbucket**
+
++ [objectremover RStudio Addin](https://alan-y.netlify.com/post/objectremover-rstudio-addin/)
+
++ [Introducing the `minipdf` package for writing raw PDFs](https://coolbutuseless.github.io/2019/08/14/introducing-the-minipdf-package-for-writing-raw-pdfs/)
+
++ [report — Automated reporting of statistical models in R](https://github.com/easystats/report)
+
++ [{ggtext}: Improved text rendering support for {ggplot2}](https://github.com/clauswilke/ggtext)
+
+
+
+
++ [{unglue}: Extract matched substrings using a pattern, similar to what {glue} does in reverse](https://github.com/moodymudskipper/unglue)
+
++ [statsExpressions: Expressions with statistical details](https://indrajeetpatil.github.io/statsExpressions/)
+
+### Videos and Podcasts
+
++ [Episode 4: The RinteRface packages for production-ready Shiny UI](https://shinydevseries.com/post/episode-4-rinterface/)
+
++ [How to make a reproducible version of your R analysis that can be run in a web browser](https://www.youtube.com/watch?v=wSkheV-Uqq4&feature=youtu.be)
+
+### Gist & Cookbook
+
++ [Teacups, Giraffes, and Statistics](https://tinystats.github.io/teacups-giraffes-and-statistics/index.html)
+
+
+
++ [Modern R with the tidyverse](https://leanpub.com/modern_tidyverse)
+
+### R Internationally
+
++ [R est un logiciel libre et n’est livré avec ABSOLUMENT AUCUNE GARANTIE.](https://thinkr.fr/r-est-un-logiciel-libre-et-nest-livre-avec-absolument-aucune-garantie/)
+
+### Tutorials
+
++ [How to generate meaningful fake data for learning, experimentation and teaching](https://www.programmingwithr.com/how-to-generate-meaningful-fake-data-for-learning-experimentation-and-teaching/)
+
++ [Caret vs. tidymodels - comparing the old and new](https://konradsemsch.netlify.com/2019/08/caret-vs-tidymodels-comparing-the-old-and-new/)
+
++ [First part of a series on how I setup this RStudio distill themed blog with Netlify](https://www.shamindras.com/posts/2019-07-11-shrotriya2019distillpt1/)
+
++ [Quick exploration of dagitty and ggdag packages for using DAGs in causal analyses.](https://paoloeusebi.blog/2019/08/06/causal-inference-with-dags-in-r/)
+
++ [How to Automate EDA with DataExplorer in R](https://www.programmingwithr.com/how-to-automate-eda-with-dataexplorer-in-r/)
+
++ [Plumber Logging](https://rviews.rstudio.com/2019/08/13/plumber-logging/)
+
++ [Local randomness in R](http://www.questionflow.org/2019/08/13/local-randomness-in-r/)
+
++ [Synthesizing population time-series data from the USA Long Term Ecological Research Network](https://ropensci.org/blog/2019/08/13/popler/)
+
++ [{ggtext} for images as x-axis labels](https://jcarroll.com.au/2019/08/13/ggtext-for-images-as-x-axis-labels/)
+
++ [Big Data: Wrangling 4.6M Rows with dtplyr (the NEW data.table backend for dplyr)](https://www.business-science.io/code-tools/2019/08/15/big-data-dtplyr.html)
+
++ [Using parallelization, multiple git repositories and setting permissions when automating R applications with Jenkins](https://jozef.io/r919-jenkins-pipelines-parallel/)
+
++ [Exploring Bob Ross Paintings!](https://hookedondata.org/exploring-bob-ross-paintings/)
+
+
+
++ [Converting lines in an svg image to csv](https://shape-of-code.coding-guidelines.com/2019/08/16/converting-lines-in-an-svg-image-to-csv/)
+
++ [Custom Discrete Color Scales for {ggplot2}](https://www.garrickadenbuie.com/blog/custom-discrete-color-scales-for-ggplot2/)
+
+
+
+### R Project Updates
+
+Updates from [R Core](http://developer.r-project.org/blosxom.cgi/R-devel/NEWS):
+
+
+### Upcoming Events in 3 Months
+
+Events in 3 Months:
+
++ [Mexico CDSB Workshop 2019, July 29 - August 2](https://comunidadbioinfo.github.io/post/building-tidy-tools-cdsb-runconf-2019/) - How to Build and Create Tidy Tools
+
++ [R/Pharma Conference 2019, August 21 - 23](http://rinpharma.com/)
+
++ [R/Medicine 2019, September 12 - 14](https://r-medicine.com/)
+
++ [LatinR 2019, Santiago de Chile, September 25 - 27](http://latin-r.com) - Latinamerican Conference About the Use of R in R&D
+
++ [Why R? 2019 Conference - Warsaw 26-29 September 2019](http://whyr.pl/2019/)
+
++ [rOpenSci OzUnconf (Sydney, Australia), December 11 - 13 2019](https://ozunconf19.ropensci.org/)
+
++ [A list of R conferences and meetings](https://jumpingrivers.github.io/meetingsR/events.html)
+
++ [This week's local R-User and applied stats events](https://community.rstudio.com/c/irl)
+
+
+More past events at [R conferences & meetups](https://conf.rweekly.org).
+
+
+### Call for Participation
+
+
+
+
+### Quotes of the Week
+
++ +i'm now convinced that every project should be a standalone #rstats package and that every single cleaning and analysis step should be a function with tests to ensure they work exactly as expected how do i reign in my too much gene
— Sharla Gelfand (@sharlagelfand) August 14, 2019
diff --git a/_posts/2019-08-26-2019-34.md b/_posts/2019-08-26-2019-34.md new file mode 100644 index 000000000..c95d4a2cc --- /dev/null +++ b/_posts/2019-08-26-2019-34.md @@ -0,0 +1,188 @@ +--- +title: R Weekly 2019-34 LondonR, gargle, Pokémon +description: Weekly News in the R Community. +image: https://rweekly.org/public/facebook.png +--- + +### Highlight + ++ [LondonR: Hadley Wickham & tidyverse's greatest hits](https://martinctc.github.io/blog/londonr-hadley-wickham-and-tidyverse-greatest-hits/) + ++ [What Types Should You Have on Your Pokémon Team? Efficient Simulation with Matrices in R!](https://hookedondata.org/pokemon-type-combinations/) + ++ [$50,000 in New Grants Approved](https://www.r-consortium.org/blog/2019/08/23/50000-in-new-grants-approved) + ++ [{gargle}: The goal of gargle is to take some of the agonizing pain out of working with Google APIs](https://www.tidyverse.org/articles/2019/08/gargle-hello-world/) + +### Insights + ++ [What Types Should You Have on Your Pokémon Team? Efficient Simulation with Matrices in R!](https://hookedondata.org/pokemon-type-combinations/) + ++ [PassSonar: Visualizing Player Interactions in Soccer Analytics](https://medium.com/nightingale/passsonar-visualizing-player-interactions-in-soccer-analytics-7708e1d94afc) + + + ++ [LondonR: Hadley Wickham & tidyverse's greatest hits](https://martinctc.github.io/blog/londonr-hadley-wickham-and-tidyverse-greatest-hits/) + +### R in the Real World + ++ [Visualizing Soccer with StatsBomb Data and R, Part 1: Simple xG and Pass Partner Plots!](https://ryo-n7.github.io/2019-08-21-visualize-soccer-statsbomb-part-1/) + + + ++ [Generating Oxford Comma triples, and sequenced BibTeX entries using the Tidyverse](https://www.shamindras.com/posts/2019-07-15-shrotriya2019tidyfunpt1/) + + ++ [Rcpp now used by 1750 CRAN packages](http://dirk.eddelbuettel.com/blog/2019/08/21#rcpp_1750_packages) + + + +### R in Organizations + ++ [$50,000 in New Grants Approved](https://www.r-consortium.org/blog/2019/08/23/50000-in-new-grants-approved) + + ++ [Introducing Open Forensic Science in R](https://ropensci.org/blog/2019/08/20/forensic-science/) + ++ [Organize Why R? 2019 pre-meeting in your city](http://r-addict.com/2019/08/23/WhyR-2019-Premeetings.html) + + + + + +### Resources + ++ [Elevated blood lead level test results (St. Louis, MO) visualizations](https://github.com/slu-soc1120/STL_HEALTH_Lead) + ++ [ggplot2 book 3rd edition](https://ggplot2-book.org) + +### New Packages + + + +**CRAN** + ++ [{clean}: cleaning and checking data columns in a fast and easy way!](https://github.com/msberends/clean) + ++ [{tidycells}: Read Tabular Data from Diverse Sources and Easily Make Them Tidy!](https://github.com/r-rudra/tidycells) + ++ [{gargle}: The goal of gargle is to take some of the agonizing pain out of working with Google APIs](https://www.tidyverse.org/articles/2019/08/gargle-hello-world/) + ++ [{ragg}: AGG library for R](https://ragg.r-lib.org/) + + +**GitHub or Bitbucket** + ++ [{pinpoint}: Interactively explore and compare a distribution of numeric points](https://github.com/daranzolin/pinpoint) + + + +### Updated Packages + ++ [{googledrive 1.0.0}](https://www.tidyverse.org/articles/2019/08/googledrive-1-0-0/) + + ++ [{RcppQuantuccia} 0.0.3](http://dirk.eddelbuettel.com/blog/2019/08/19#rcppquantuccia_0.0.3) + ++ [{RSwitch} 1.3.0](https://rud.is/b/2019/08/23/improvements-to-rswitch-in-v1-3-0/) + ++ [{RcppExamples} 0.1.9](http://dirk.eddelbuettel.com/blog/2019/08/24#rcppexamples_0.1.9) + ++ [{clean} 1.1.0 Fast and Easy Data Cleaning](https://msberends.github.io/clean/) + + +### Tutorials + + ++ [Learn to purrr](http://www.rebeccabarter.com/blog/2019-08-19_purrr/) + ++ [Fun with progress bars: Fish, daggers and the Star Wars trench run](http://gradientdescending.com/fun-with-progress-bars-fish-daggers-and-the-star-wars-trench-run/) + + ++ [A New Website by Noam Ross](https://www.noamross.net/2019/08/09/a-new-website/) + ++ [ggplot visualization of conditional inference trees](https://luisdva.github.io/rstats/plotting-recursive-partitioning-trees/) + ++ [Visualizing the relationship between multiple variables](https://statisticaloddsandends.wordpress.com/2019/08/24/visualizing-the-relationship-between-multiple-variables/) + ++ [Tutorial on processing volcano video data using the imagefx package. ](https://cran.r-project.org/web/packages/imagefx/vignettes/extract_volcano_plume_tutorial.html) + + + ++ [Spurious correlations and random walks](https://fabiandablander.com/r/Spurious-Correlation.html) + ++ [Geographic projections and transformations](https://geocompr.github.io/post/2019/crs-projections-transformations/) + ++ [Changing the variable inside an R formula](https://statisticaloddsandends.wordpress.com/2019/08/24/changing-the-variable-inside-an-r-formula/) + ++ [Where do p-values come from? Fundamental concepts and simulation approach](https://alemorales.info/post/introduction-sampling-distribution/) + ++ [Modern Reporting or R with Dash.](https://moderndata.plot.ly/modern-reporting-for-r-with-dash/) + + + ++ [How to setup a blog using the distill RStudio package](https://www.shamindras.com/posts/2019-07-11-shrotriya2019distillpt1/) + ++ [Detecting outlier samples in PCA](https://privefl.github.io/blog/detecting-outlier-samples-in-pca/) + + ++ [Dash with golem: First contact](https://rtask.thinkr.fr/dash-with-golem-the-beginning/) + + ++ [How to get an AUC confidence interval](https://theautomatic.net/2019/08/20/how-to-get-an-auc-confidence-interval/) + ++ [How to Use CSS to Style Your R Shiny Projects](https://appsilon.com/howto-css-and-shiny/) + ++ [Notes on Becoming an RStudio Certified Trainer](https://arilamstein.com/blog/2019/08/20/notes-on-becoming-an-rstudio-certified-trainer/) + + ++ [Quick Hit: A new 64-bit Swift 5 RSwitch App](https://rud.is/b/2019/08/22/quick-hit-a-new-64-bit-swift-5-rswitch-app/) + ++ [Eliminating Tail Calls in Python Using Exceptions](http://www.win-vector.com/blog/2019/08/eliminating-tail-calls-in-python-using-exceptions/) + + + ++ [Polyglot FizzBuzz in R (Plus: "Why Can't Johnny Code?")](https://rud.is/b/2019/08/23/polyglot-fizzbuzz-in-r-plus-why-cant-johnny-code/) + + ++ [Inferring a continuous distribution from binned data](http://freerangestats.info/blog/2019/08/25/fitting-bins) + + + + + +### R Project Updates + +Updates from [R Core](http://developer.r-project.org/blosxom.cgi/R-devel/NEWS): + + +### Upcoming Events in 3 Months + +Events in 3 Months: + ++ [R/Medicine 2019, September 12 - 14](https://r-medicine.com/) + ++ [LatinR 2019, Santiago de Chile, September 25 - 27](http://latin-r.com) - Latinamerican Conference About the Use of R in R&D + ++ [Why R? 2019 Conference - Warsaw 26-29 September 2019](http://whyr.pl/2019/) + ++ [rOpenSci OzUnconf (Sydney, Australia), December 11 - 13 2019](https://ozunconf19.ropensci.org/) + ++ [A list of R conferences and meetings](https://jumpingrivers.github.io/meetingsR/events.html) + ++ [This week's local R-User and applied stats events](https://community.rstudio.com/c/irl) + + +More past events at [R conferences & meetups](https://conf.rweekly.org). + +### Call for Participation + + + + +### Quotes of the Week + +Excited to announce my next book project: mastering shiny, https://t.co/0mhQs57TDp. I didn’t write shiny, but I’m having fun writing about it! #rstats
— Hadley Wickham (@hadleywickham) August 13, 2019
+ + diff --git a/_posts/2019-09-02-2019-35.md b/_posts/2019-09-02-2019-35.md new file mode 100644 index 000000000..85a9e6414 --- /dev/null +++ b/_posts/2019-09-02-2019-35.md @@ -0,0 +1,204 @@ +--- +title: R Weekly 2019-35 feasts, Tidy Tuesday, NYT +description: Weekly News in the R Community. +image: https://rweekly.org/public/facebook.png +--- + +### Highlight + ++ [NYT-style urban heat island maps](https://www.katiejolly.io/blog/2019-08-28/nyt-urban-heat) + ++ [{feasts}: Feature extraction and statistics for time series](https://www.mitchelloharawild.com/blog/feasts/) + ++ [#TidyTuesday Screencast: The Simpsons guest stars - David Robinson](https://t.co/Zw763ENYOq?amp=1) + ++ [R Consortium Community Grants and Sponsorships Top USD $1,000,000](https://www.r-consortium.org/announcement/2019/08/28/r-consortium-community-grants-and-sponsorships-top-usd-1000000) + +### Insights + + ++ [Using rOpenSci Software Peer Review Guidelines for Teaching](https://ropensci.org/blog/2019/08/27/software-peer-review-guidelines-for-teaching/) + + ++ [It is Time for CRAN to Ban Package Ads](http://www.win-vector.com/blog/2019/08/it-is-time-for-cran-to-ban-package-ads/) + ++ [Why R?](http://www.win-vector.com/blog/2019/08/why-r/) + ++ [So, how come we can use TensorFlow from R?](https://blogs.rstudio.com/tensorflow/posts/2019-08-29-using-tf-from-r/) + + +### R in the Real World + ++ [NYT-style urban heat island maps](https://www.katiejolly.io/blog/2019-08-28/nyt-urban-heat) + + + ++ [Geographic projections and transformations](https://geocompr.github.io/post/2019/crs-projections-transformations/) + ++ [A tutorial for tidying UK Office for National Statistics data files for use in R](http://lesscrime.info/post/cleaning-ons-data/) + ++ [How tennis has changed over time](https://rafaelmenmell.netlify.com/2019/08/28/how-tennis-has-changed-over-time/) + + + ++ [Bigram Analysis of Democratic Debates](https://rlang.io/bigram-analysis-of-democratic-debates/) + ++ [Building a Recommender System with Beer Data](https://datadiarist.github.io/post/building-a-recommendation-system-with-beer-data/) + + + +### R in Organizations + ++ [rstudio::conf(2020) Diversity and international scholarships](https://blog.rstudio.com/2019/08/30/diversity-scholarships/) + ++ [R Consortium Community Grants and Sponsorships Top USD $1,000,000](https://www.r-consortium.org/announcement/2019/08/28/r-consortium-community-grants-and-sponsorships-top-usd-1000000) + + +### R in Academia + ++ [Studying Politics on and with Wikipedia Workshop - Denis Cohen, Nick Baumann, & Simon Munzert](https://www.mzes.uni-mannheim.de/socialsciencedatalab/article/studying-politics-wikipedia/) + ++ [nflWAR: a reproducible method for offensive player evaluation in football- Yurko, R., Ventura, S. & Horowitz, M. (2019). nflWAR: a reproducible method for offensive player evaluation in football. Journal of Quantitative Analysis in Sports, 15(3), pp. 163-183.](https://www.degruyter.com/view/j/jqas.2019.15.issue-3/jqas-2018-0010/jqas-2018-0010.xml) + + + +### Resources + ++ [#TidyTuesday Shiny App](https://nsgrantham.shinyapps.io/tidytuesdayrocks/) + + ++ [R Journal July Issue](https://matloff.wordpress.com/2019/08/26/r-journal-july-issue/) + + +### New Packages + + + +**CRAN** + ++ [July 2019 "Top 40" R Packages](https://rviews.rstudio.com/2019/08/29/july-2019-top-40-r-packages/) + ++ [{ggrapid}: Create neat & complete ggplot visualizations with as little code as possible](https://konradsemsch.netlify.com/2019/08/2019-08-29-ggrapid-create-neat-and-complete-ggplot-visualizations-with-as-little-code-as-possible/) + ++ [{santoku}: versatile cutting tool for R](https://hughjonesd.github.io/santoku/) + ++ [{feasts}: Feature extraction and statistics for time series](https://www.mitchelloharawild.com/blog/feasts/) + + + + + +**GitHub or Bitbucket** + ++ [{RecodeReorder}: RStudio addin for interactively renaming, collapsing and reordering factor levels](https://milosvilotic.netlify.com/post/recode-reorder-rstudio-addin/) + ++ [{Polished}: adds modern authentication to Shiny](https://www.tychobra.com/posts/2019_08_27_announcing_polished/) + + +### Updated Packages + ++ [{gmailr 1.0.0}](https://www.tidyverse.org/articles/2019/08/gmailr-1-0-0/) + ++ [{ggstatsplot 0.1.1}](https://cran.r-project.org/web/packages/ggstatsplot/news/news.html) + ++ [{textdata 0.3.0}](https://github.com/emilhvitfeldt/textdata) + ++ [{covr 3.3.1}](https://github.com/r-lib/covr/releases/tag/v3.3.1) + ++ [{lumberjack 1.0.1}](https://cran.r-project.org/web/packages/lumberjack/index.html) + ++ [{anytime 0.3.6}](http://dirk.eddelbuettel.com/blog/2019/08/29#anytime_0.3.6) + ++ [{regtools}](https://matloff.wordpress.com/2019/08/25/new-version-of-regtools-package/) + + ++ [{RSwitch 1.4.0}](https://rud.is/b/2019/08/26/rswitch-1-4-0-released/) + + +### Videos and Podcasts + ++ [#TidyTuesday Screencast: The Simpsons guest stars - David Robinson](https://www.youtube.com/watch?v=EYuuAGDeGrQ) + ++ [The TidyTuesday Podcast (Episode 1): The Simpsons data set](https://tidytuesday.fireside.fm/1) + ++ [So You Want to Start a Podcast](https://simplystatistics.org/2019/08/27/so-you-want-to-start-a-podcast/) + +### Gist & Cookbook + ++ [Tom’s Cookbook for Better Viz: How to improve your {nflscrapR} graphics](https://jthomasmock.github.io/nfl_plotting_cookbook/) + + + +### R Internationally + ++ [(Japanese) Rでtweetをテキストマイニング：ワードクラウドと共起ネットワーク](https://www.medi-08-data-06.work/entry/text_mining) + +### Tutorials + ++ [Combining the power of R and Python with reticulate](https://www.programmingwithr.com/combining-the-power-of-r-and-python-with-reticulate/) + ++ [Flipbook: Simpsons’ Guest Appearances are Growing +(Adaptation of Gil Henriques’ Simpsons Plot), by Evangeline Reynolds](https://evamaerey.github.io/tidytuesday_walk_through/simpsons.html#1) + ++ [Messi and Barcelona Dataviz Walkthrough: Scoring Involvement, Goal Sequences, Evolving Pass Networks and more](https://wiscostret.wordpress.com/2019/08/25/messi-and-barcelona-dataviz-walkthrough/) + ++ [Practice using lubridate... THEATRICALLY](https://juliasilge.com/blog/lubridate-london-stage/) + + ++ [You can replicate almost any plot with R](https://simplystatistics.org/2019/08/28/you-can-replicate-almost-any-plot-with-ggplot2/) + + + + ++ [Introducing data_algebra](http://www.win-vector.com/blog/2019/08/introducing-data_algebra/) + ++ [Visualizing the relationship between multiple variables](https://statisticaloddsandends.wordpress.com/2019/08/24/visualizing-the-relationship-between-multiple-variables/) + ++ [Maximum likelihood estimation from scratch](https://alemorales.info/post/mle-nonlinear/) + ++ [RMarkdown Template that Manages Academic Affiliations – docx or PDF output](http://labrtorian.com/2019/08/26/rmarkdown-template-that-manages-academic-affiliations/) + ++ [CASA summer school on geographic data](https://www.robinlovelace.net/2019/08/28/casa-summer-school-on-geographic-data/) + ++ [Securing Shiny apps with AWS Cognito authentication](https://adisarid.github.io/post/2019-08-10-cognito-shiny-authentication/) + ++ [R, Docker and Checkpoint: A Route to Reproducibility](https://datawookie.netlify.com/blog/2019/08/r-docker-and-checkpoint-a-route-to-reproducibility/) + + ++ [Explaining Predictions: Random Forest Post-hoc Analysis (randomForestExplainer package)](https://notast.netlify.com/post/explaining-predictions-random-forest-post-hoc-analysis-randomforestexplainer-package/) + ++ [Tidy time series data using tsibbles](https://robjhyndman.com/hyndsight/tsibbles/) + + + +### R Project Updates + +Updates from [R Core](http://developer.r-project.org/blosxom.cgi/R-devel/NEWS): + + +### Upcoming Events in 3 Months + +Events in 3 Months: + ++ [R/Medicine 2019, September 12 - 14](https://r-medicine.com/) + ++ [LatinR 2019, Santiago de Chile, September 25 - 27](http://latin-r.com) - Latinamerican Conference About the Use of R in R&D + ++ [Why R? 2019 Conference - Warsaw 26-29 September 2019](http://whyr.pl/2019/) + ++ [rOpenSci OzUnconf (Sydney, Australia), December 11 - 13 2019](https://ozunconf19.ropensci.org/) + ++ [A list of R conferences and meetings](https://jumpingrivers.github.io/meetingsR/events.html) + ++ [This week's local R-User and applied stats events](https://community.rstudio.com/c/irl) + + +More past events at [R conferences & meetups](https://conf.rweekly.org). + + +### Call for Participation + + + + diff --git a/_posts/2019-09-09-2019-36.md b/_posts/2019-09-09-2019-36.md new file mode 100644 index 000000000..df99bb43a --- /dev/null +++ b/_posts/2019-09-09-2019-36.md @@ -0,0 +1,138 @@ +--- +title: R Weekly 2019-36 PDF tables, tvthemes & Rstudio themes +description: Weekly News in the R Community. +image: https://rweekly.org/public/facebook.png +--- + +### Highlight + ++ [Making tables in PDF using R: A guide on making tables in PDF using RMarkdown and LaTeX.](https://sharleenw.rbind.io/post/tables_in_pdf/making-pdf-tables-in-r/) + ++ [{tvthemes 1.0.0} is on CRAN: Code improvements, Kim Possible, Stannis Baratheon, Hilda palettes/themes, and more!](https://ryo-n7.github.io/2019-09-06-tvthemes-CRAN-announcement/) + ++ [A curated list of RStudio themes found on Github](https://github.com/mkearney/rstudiothemes) + +### Insights + ++ [Data Chats: From Physics student to Data Science Consultant](https://martinctc.github.io/blog/data-chats-from-physics-student-to-data-science-consultant/) + ++ [A shallow benchmark of R data frame export/import methods ](https://data.nozav.org/post/2019-r-data-frame-benchmark/) + +### R in the Real World + ++ [Simulating the Rugby World Cup 2019 Japan in R](http://statsonthe.cloud/2019/09/06/simulating-the-rugby-world-cup-2019-japan-in-r/) + ++ [Public Data Dive: Canada's Elections](https://fishandwhistle.net/post/2019/public-data-dive-elections-canada/) + +### Resources + ++ [A curated list of RStudio themes found on Github](https://github.com/mkearney/rstudiothemes) + +### New Packages + + + +**CRAN** + ++ [{ggpointdensity 0.1.0}: A cross between a scatter plot and a 2D density plot](https://github.com/LKremer/ggpointdensity) + + + ++ [{distributions3 0.1.1}: Provides a generic function interface to probability distributions](https://www.alexpghayes.com/blog/announcing-the-distributions3-package/) + ++ [{tvthemes 1.0.0}: TV Show Themes and Color Palettes for 'ggplot2' Graphics](https://cran.r-project.org/package=tvthemes) + ++ [{ggraph 2.0.0}: An extension of ggplot2 that implements an extended grammar for relational data](https://www.data-imaginist.com/2019/1-giraffe-2-giraffe-go/) + +**GitHub or Bitbucket** + ++ [{loadtest}: Automates performance testing of ML models and summarizes the results in a dashboard](https://github.com/tmobile/loadtest) + +### Updated Packages + ++ [getTBinR - more tuberculosis data, ggplot2 best practices and bug fixes](https://www.samabbott.co.uk/post/gettbinr-7-0/) + + + ++ [{GSODR 2.0.0}](https://docs.ropensci.org/GSODR/index.html) + ++ [{ghibli 0.3.0}](https://ewenme.github.io/ghibli/) + ++ [{bench 1.0.4}](http://bench.r-lib.org/) + +### Videos and Podcasts + ++ [#TidyTuesday Podcast #2: Moore's Law](https://tidytuesday.fireside.fm/2) + +### R Internationally + ++ [How to do Tamil Text Analysis & NLP in R](https://www.programmingwithr.com/how-to-do-tamil-text-analysis-nlp-in-r/) + +### Tutorials + ++ [Making pretty note boxes: A div tip for all occasions](http://desiree.rbind.io/post/2019/making-tip-boxes-with-bookdown-and-rmarkdown/) + ++ [Turn your Reports into Functions!](https://daranzolin.github.io/2019-09-03-reports-as-functions/) + ++ [Making tables in PDF using R: A guide on making tables in PDF using RMarkdown and LaTeX.](https://sharleenw.rbind.io/post/tables_in_pdf/making-pdf-tables-in-r/) + ++ [{tvthemes 1.0.0} is on CRAN: Code improvements, Kim Possible, Stannis Baratheon, Hilda palettes/themes, and more!](https://ryo-n7.github.io/2019-09-06-tvthemes-CRAN-announcement/) + + + ++ [UCSCXenaTools: Retrieve Gene Expression and Clinical Information from UCSC Xena for Survival Analysis](https://ropensci.org/technotes/2019/09/06/ucscxenatools-surv/) + ++ [Dygraphs](https://nhsrcommunity.com/blog/dygraphs/) + ++ [Create an Icon Map in R with ggmap and ggimage](https://www.littlemissdata.com/blog/iconmap) + ++ [Advanced Data Reshaping in Python and R](http://www.win-vector.com/blog/2019/09/advanced-data-reshaping-in-python-and-r/) + ++ [Exploratory Data Analysis with Tables](https://dentaldatascience.org/post/eda-with-tables/) + ++ [Poisson point processes, mass shootings and clumping](http://freerangestats.info/blog/2019/09/07/mass-shootings-oz) + ++ [One week as a Shiny dev, seen through Google search](https://colinfay.me/one-week-shiny-gogole-search/) + ++ [R for Clinical Trial Reporting](https://fharrell.com/talk/rmedicine19/) + + + +### R Project Updates + +Updates from [R Core](http://developer.r-project.org/blosxom.cgi/R-devel/NEWS): + + +### Upcoming Events in 3 Months + +Events in 3 Months: + ++ [R/Medicine 2019, September 12 - 14](https://r-medicine.com/) + ++ [LatinR 2019, Santiago de Chile, September 25 - 27](http://latin-r.com) - Latinamerican Conference About the Use of R in R&D + ++ [Tokyo.R #81, September 28](https://tokyor.connpass.com/) + ++ [Why R? 2019 Conference - Warsaw 26-29 September 2019](http://whyr.pl/2019/) + ++ [rOpenSci OzUnconf (Sydney, Australia), December 11 - 13 2019](https://ozunconf19.ropensci.org/) + ++ [A list of R conferences and meetings](https://jumpingrivers.github.io/meetingsR/events.html) + ++ [This week's local R-User and applied stats events](https://community.rstudio.com/c/irl) + + +More past events at [R conferences & meetups](https://conf.rweekly.org). + +### Call for Participation + + + ++ [Deadline extended for rstudio::conf(2020) abstract submissions](https://blog.rstudio.com/2019/09/06/rstudio-conf-2020-submission-deadline-extended/) + +### Quotes of the Week + +Added an #rstats pep talk to my syllabus to assuage fears pic.twitter.com/EciFlMuUza
— Andrew Heiss, PhD (@andrewheiss) August 24, 2019
+ +Summer day probability (maximum temperature > 25ºC) through the year in #Australia. @BOM_au
— Dominic Royé (@dr_xeo) September 4, 2019
#summerday #climate #weather #rstats pic.twitter.com/DGoP04EpgW
diff --git a/_posts/2019-09-16-2019-37.md b/_posts/2019-09-16-2019-37.md new file mode 100644 index 000000000..bfebc4fa0 --- /dev/null +++ b/_posts/2019-09-16-2019-37.md @@ -0,0 +1,217 @@ +--- +title: R Weekly 2019-37 colors, TidyBlocks, texting +description: Weekly News in the R Community. +image: https://rweekly.org/public/facebook.png +--- + +Release Date: 2019-09-16 + +This week's release was curated by [Jonathan Carroll](https://twitter.com/carroll_jono), with help from the RWeekly team members and contributors. + +### Highlight + ++ [Built-in colour names in R](https://chichacha.netlify.com/2019/09/08/mysterious-colour-names-in-r/) + ++ [TidyBlocks Framework](https://maya.rbind.io/post/2019/tidyblocks-framework/) + ++ [Text yourself from #rstats](https://richpauloo.github.io/2019-09-11-Using-Twilio-to-text-myself-after-long-running-jobs/) + +### Insights + ++ [Built-in colour names in R](https://chichacha.netlify.com/2019/09/08/mysterious-colour-names-in-r/) + + + ++ [{pins}: Pin, Discover and Share Resources](https://blog.rstudio.com/2019/09/09/pin-discover-and-share-resources/) + ++ [R Community Explorer – R User Groups](https://www.r-consortium.org/blog/2019/09/09/r-community-explorer-r-user-groups) + ++ [How R changed me as an analyst](https://nhsrcommunity.com/blog/how-r-changed-me-as-an-analyst/) + ++ [R puzzle](https://xianblog.wordpress.com/2019/09/12/r-puzzle/) + ++ [Introducing the minicss package for creating CSS styles and stylesheets in R](https://coolbutuseless.github.io/2019/09/11/introducing-the-minicss-package-for-creating-css-styles-and-stylesheets-in-r/) + ++ [Implementing Gaussian Process in Python and R](https://zhuhao.org/post/gp_python_r/) + ++ [September 2019 Democratic Debates Added to {ggchicklet}](https://rud.is/b/2019/09/14/september-2019-democratic-debates-added-to-ggchicklet/) + ++ [Why Shiny? + 6 Best Practices we learned after shipping dozens of Shiny Applications ](https://appsilon.com/why-you-should-use-r-shiny-for-enterprise-application-development/) + ++ [{santoku} - a visual introduction](https://rpubs.com/dash2/santoku) + ++ [Shiny app for tracking time](https://www.tychobra.com/posts/2019-09-04_meet_t3/) + ++ [#Excel spreadsheets vs Shiny, a feature comparison](https://appsilon.com/forget-about-excel-use-r-shiny-packages-instead/) + ++ [Comparing Auckland’s Population with Maps](https://david.frigge.nz/posts/2019-08-auckland/) + + + ++ [A tutorial for tidying UK Office for National Statistics data files for use in R](http://lesscrime.info/post/cleaning-ons-data/) + ++ [{ggrapid}: Create neat & complete ggplot visualizations with as little code as possible](https://konradsemsch.netlify.com/2019/08/2019-08-29-ggrapid-create-neat-and-complete-ggplot-visualizations-with-as-little-code-as-possible) + ++ [{RecodeReorder}: RStudio addin for interactively renaming, collapsing and reordering factor levels](https://milosvilotic.netlify.com/post/recode-reorder-rstudio-addin/) + ++ [How tennis has changed over time](https://rafaelmenmell.netlify.com/2019/08/28/how-tennis-has-changed-over-time/) + ++ [{Polished}: Add modern authentication to Shiny](https://www.tychobra.com/posts/2019_08_27_announcing_polished/) + ++ [Changing the variable inside an R formula](https://statisticaloddsandends.wordpress.com/2019/08/24/changing-the-variable-inside-an-r-formula/) + ++ [Generating Oxford Comma triples, and sequenced BibTeX entries using the Tidyverse](https://www.shamindras.com/posts/2019-07-15-shrotriya2019tidyfunpt1/) + ++ [ggplot visualization of conditional inference trees](https://luisdva.github.io/rstats/plotting-recursive-partitioning-trees/) + ++ [Can we use a neural network to generate R Shiny code? Let's find out!](https://appsilon.com/generate-shiny-code-with-rnn/) + ++ [caret vs. tidymodels - comparing the old and new](https://konradsemsch.netlify.com/2019/08/caret-vs-tidymodels-comparing-the-old-and-new/) + ++ [In search of the perfect partial dependence plot for Random Forests ](https://sethdobson.netlify.com/2019/08/08/in-search-of-the-perfect-partial-plot/) + ++ [Quick exploration of dagitty and ggdag packages for using DAGs in causal analyses.](https://paoloeusebi.blog/2019/08/06/causal-inference-with-dags-in-r/) + ++ [Bootstrapping lowess (not loess :) with the tidyverse](https://www.landonlehman.com/post/bootstrapping-lowess/) + ++ [RSwitch 1.5.0 Release Now Also Corrals RStudio Server Connections](https://rud.is/b/2019/09/14/rswitch-1-5-0-release-now-also-corrals-rstudio-server-connections/) + ++ [Twitter "Account Analysis" in R](https://rud.is/b/2019/09/14/twitter-account-analysis-in-r/) + ++ [Poisson point processes, mass shootings and clumping](http://freerangestats.info/blog/2019/09/07/mass-shootings-oz) + ++ [How to read an R help page](https://socviz.co/appendix.html#a-little-more-about-r) + + + +### R in the Real World + ++ [Was Trump confused by rainbow color map?](https://eeecon.uibk.ac.at/~zeileis/news/dorian_rainbow/) + + + ++ [My data science job hunt!](https://mdneuzerling.com/post/my-data-science-job-hunt/) + +### R in Organizations + ++ [The Repetitions Eliminator R Library “mmetrics”](https://engineering.linecorp.com/en/blog/the-repetitions-eliminator-r-library-mmetrics/) + +### Resources + ++ [An opinionated selection of books](https://divingintogeneticsandgenomics.rbind.io/post/my-opinionated-selection-of-books-for-bioinformatics-data-science-curriculum/) + +### New Packages + + + +**CRAN** + ++ [{corporaexplorer 0.6.2}: A 'Shiny' App for Exploration of Text Collections](https://CRAN.R-project.org/package=corporaexplorer) + + + ++ [{rawr} 0.1.0: Retrieve Raw R Code from Popular Tutorials and Websites](https://cran.r-project.org/package=rawr) + ++ [{readxlsb} 0.1.2: Read 'Excel' Binary (.xlsb) Workbooks](https://cran.r-project.org/package=readxlsb) + ++ [{ttdo} 0.0.3: Extend 'tinytest' with 'diffobj'](https://cran.r-project.org/package=ttdo) + +**GitHub, GitLab, or Bitbucket** + ++ [{minicss} 0.1.0: To programatically create CSS styles and style sheets from within R](https://github.com/coolbutuseless/minicss) + ++ [{santoku} 0.1.0: A versatile cutting tool for R](https://github.com/hughjonesd/santoku) + ++ [{ggrapid} 0.0.1.0: Create neat & complete ggplot visualizations with as little code as possible](https://github.com/konradsemsch/ggrapid) + ++ [{RecodeRecorder} 0.1.0: RStudio Addin for Renaming, Collapsing and Reordering Factor Levels](https://github.com/milosvil/RecodeReorder) + ++ [{polished} 0.0.2.9002: Authentication and Administration for Shiny apps](https://github.com/Tychobra/polished) + ++ [{pinpoint} 0.0.0.9000: Interactively explore and compare a distribution of numeric points](https://github.com/daranzolin/pinpoint) + ++ [{armacmp} 0.1.0.9000: 🚀 Translate R Linear Algebra Code to Armadillo C++](https://github.com/dirkschumacher/armacmp) + +### Updated Packages + ++ [{tidyr} 1.0.0: New pivot and nest functions](https://www.tidyverse.org/articles/2019/09/tidyr-1-0-0/) + ++ [{shinysense} 0.2.0: Easier method for getting up and running with basic demos](https://github.com/nstrayer/shinysense) + ++ [{mmetrics} 0.3.0: Easy Computation of Marketing Metrics with Different Analysis Axis](https://y-bar.github.io/mmetrics/) + ++ [{pinp} 0.0.8: Bugfix](http://dirk.eddelbuettel.com/blog/2019/09/08#pinp_0.0.8) + ++ [{pins} 0.1.2: Pin, Discover and Share Resources](https://cran.r-project.org/web/packages/pins/index.html) + ++ [{WVPlots} 1.1.2: Palette and/or color controls](http://www.win-vector.com/blog/2019/09/wvplots-1-1-2-on-cran/) + ++ [{ggchicklet} 0.2.0: Updated 2019 debate data](https://gitlab.com/hrbrmstr/ggchicklet) + +### Videos, Podcasts, and Presentations + ++ [R for Clinical Trial Reporting](https://fharrell.com/talk/rmedicine19/) + ++ [A DevOps Process for Deploying R to Production](https://blog.revolutionanalytics.com/2019/09/devops-and-r.html) + ++ [A Graphical Introduction to tidyr's `pivot_*()`](https://speakerdeck.com/yutannihilation/a-graphical-introduction-to-tidyrs-pivot-star) + +### Tutorials + ++ [First World Problems: Very long RMarkdown documents](https://martinctc.github.io/blog/first-world-problems-very-long-rmarkdown-documents/) + ++ [Introducing the `minicss` package for creating CSS styles and stylesheets in R](https://coolbutuseless.github.io/2019/09/11/introducing-the-minicss-package-for-creating-css-styles-and-stylesheets-in-r/) + ++ [TidyBlocks Framework](https://maya.rbind.io/post/2019/tidyblocks-framework/) + ++ [Text yourself from #rstats](https://richpauloo.github.io/2019-09-11-Using-Twilio-to-text-myself-after-long-running-jobs/) + ++ [Processing volcano video data using the imagefx package](https://cran.r-project.org/web/packages/imagefx/vignettes/extract_volcano_plume_tutorial.html) + + + ++ [Getting or calculating the values from an underlying raster using stars and sf](https://luisdva.github.io/rstats/GIS-with-R/) + ++ [How to setup a blog using the distill RStudio package](https://www.shamindras.com/posts/2019-07-11-shrotriya2019distillpt1/) + ++ [PowerPoint report generation with Shiny](https://www.tychobra.com/posts/2019_07_29_ppt_report_generation/) + ++ [Overriding RStudio's startup hook inside Rprofile](https://thecoatlessprofessor.com/programming/r/overriding-rstudios-startup-hook-inside-rprofile/) + + + +### R Project Updates + +Updates from [R Core](http://developer.r-project.org/blosxom.cgi/R-devel/NEWS): + +### Upcoming Events in 3 Months + +Events in 3 Months: + ++ [LatinR 2019, Santiago de Chile, September 25 - 27](http://latin-r.com) - Latinamerican Conference About the Use of R in R&D + ++ [Tokyo.R #81, September 28](https://tokyor.connpass.com/) + ++ [Why R? 2019 Conference - Warsaw 26-29 September 2019](http://whyr.pl/2019/) + ++ [rOpenSci OzUnconf (Sydney, Australia), December 11 - 13 2019](https://ozunconf19.ropensci.org/) + ++ [A list of R conferences and meetings](https://jumpingrivers.github.io/meetingsR/events.html) + ++ [This week's local R-User and applied stats events](https://community.rstudio.com/c/irl) + +More past events at [R conferences & meetups](https://conf.rweekly.org). + +### Call for Participation + ++ [Get Funded by the R Consortium – Call for Proposals Open Now!](https://www.r-consortium.org/blog/2019/09/13/get-funded-by-the-r-consortium-call-for-proposals-open-now) + + + +### Quotes of the Week + +A New Vision of the World Population in a Borderless World #cartography #NoBorders #neocarto #D3js #Rstatshttps://t.co/j1MJAAn2ob pic.twitter.com/tSXUWX6jNZ
— Cartographe encarté (@nico_lambert) September 4, 2019
+ +The videos from #useR2019 conference are NOW on the @RConsortium @Youtube channel! https://t.co/MlkEaMrj5Q
— useR! 2019 (@UseR2019_Conf) August 30, 2019
The talks, the plenary sessions, the lightning talks... at your own pace.
Enjoy ! pic.twitter.com/hbXvHOsGlF
+ +This is how I explain the 'pipe' to #rstats newbies... pic.twitter.com/VdAFTLzijy
— We are R-Ladies (@WeAreRLadies) September 13, 2019
diff --git a/_posts/2019-09-23-2019-38.md b/_posts/2019-09-23-2019-38.md new file mode 100644 index 000000000..f49c1882e --- /dev/null +++ b/_posts/2019-09-23-2019-38.md @@ -0,0 +1,188 @@ +--- +title: R Weekly 2019-38 tidyr, ggforce, practicalgg +description: Weekly News in the R Community. +image: https://rweekly.org/public/facebook.png +--- + +### Highlight + ++ [{tidyr} 1.0.0](https://www.tidyverse.org/articles/2019/09/tidyr-1-0-0/) + ++ [Accelerate your plots with ggforce](https://rviews.rstudio.com/2019/09/19/intro-to-ggforce/) + ++ [practicalgg](https://wilkelab.org/practicalgg/) - Practical ggplot2 + + +### R in the Real World + ++ [Why Machine Learning Is More Practical Than Econometrics In the Real World](https://www.remixinstitute.com/blog/why-machine-learning-is-more-practical-than-time-series-in-the-real-world) + + + + ++ [Finding the Modal School District: Inspired by NPR Planet Money's Modal American Analysis](https://ivelasq.rbind.io/blog/modal-district/) + ++ [Text yourself from #rstats](https://richpauloo.github.io/2019-09-11-Using-Twilio-to-text-myself-after-long-running-jobs/) + ++ [Hindi and Other Languages in India based on 2001 census](https://www.programmingwithr.com/hindi-and-other-languages-in-india-based-on-2001-census/) + ++ [Feature-based time series analysis](https://robjhyndman.com/hyndsight/fbtsa/) + + + +### R in Organizations + + ++ [citecorp: working with open citations](https://ropensci.org/technotes/2019/09/17/citecorp/) + + +### R in Academia + ++ [GEO2RNAseq: An easy-to-use R pipeline for complete pre-processing of RNA-seq data](https://www.biorxiv.org/content/10.1101/771063v1.full) + +### Resources + ++ [Functional Programming + Iterative Web Scraping in R](https://www.programmingwithr.com/functional-programming-iterative-web-scraping-in-r/) + ++ [Disseminating Research in the 21st Century](http://www.shinydata.org/demo/) + ++ [Doing Meta-Analysis in R](https://bookdown.org/MathiasHarrer/Doing_Meta_Analysis_in_R/) + + + ++ [Shiny-Apps-for-Education](https://github.com/kbodwin/Shiny-Apps-for-Education) + ++ [Create or transform variables](https://dplyr.tidyverse.org/reference/mutate.html) + ++ [A Graphical Introduction to tidyr's pivot_*()](https://speakerdeck.com/yutannihilation/a-graphical-introduction-to-tidyrs-pivot-star) + ++ [tidyexplain](https://github.com/gadenbuie/tidyexplain) + + + ++ [Reproducible Research Workflows with Snakemake and R](https://lachlandeer.github.io/snakemake-econ-r-tutorial/) + +### New Packages + + + +**CRAN** + ++ [{ggdag}: Tidy causal DAGs in ggplot2](https://malco.io/2019/09/17/tidy-causal-dags-with-ggdag-0-2-0/) + ++ [{minizdog}: creating zdog 3d illustrations in R](https://coolbutuseless.github.io/2019/09/17/introducing-the-minizdog-package-for-creating-zdog-3d-illustrations-in-r/)` + + + + +**GitHub or Bitbucket** + ++ [{practicalgg}: Practical ggplot2](https://wilkelab.org/practicalgg/) + ++ [{RVerbalExpressions}: make it easier to construct regular expressions using grammar and functionality](https://rverbalexpressions.netlify.com/index.html) + ++ [{prismatic}: provide color manipulation tools in R](https://github.com/EmilHvitfeldt/prismatic) + + + ++ [{globe4r}: Interactive globes for R via globe.gl.](https://github.com/JohnCoene/globe4r) + ++ [{minihtml}: creating HTML documents in R](https://coolbutuseless.github.io/2019/09/19/introducing-the-minihtml-package-for-creating-html-documents-in-r/) + + +### Updated Packages + ++ [tidyr 1.0.0](https://www.tidyverse.org/articles/2019/09/tidyr-1-0-0/) + ++ [pinp 0.0.9](http://dirk.eddelbuettel.com/blog/2019/09/15#pinp_0.0.9) + ++ [RStudio Server Pro 1.2](https://blog.rstudio.com/2019/09/19/rstudio-1-2-5-release/) + ++ [digest 0.6.21](http://dirk.eddelbuettel.com/blog/2019/09/20#digest_0.6.21) + ++ [RSwitch 1.5.1](https://rud.is/b/2019/09/21/rswitch-1-5-1-released/) + + +### Videos and Podcasts + ++ [TidyTuesday Podcast #4](https://www.tidytuesday.com/4) + + + + +### R Internationally + ++ [(Japanese) Change the number of diagrams dynamically with Shiny!](https://blog.atusy.net/2019/08/09/shiny-dynamic-numer-of-plots/) + +### Tutorials + ++ [Understanding Variance Explained in PCA](https://eranraviv.com/understanding-variance-explained-in-pca/) + ++ [Introduction to renv](https://rstudio.github.io/renv/articles/renv.html) + ++ [R COMPILER TOOLS FOR RCPP ON MACOS](https://thecoatlessprofessor.com/programming/cpp/r-compiler-tools-for-rcpp-on-macos/) + ++ [ICC Bot comes online](https://tjmahr.github.io/iccbot-comes-online/) + + + ++ [Practical Data Science with R update](http://www.win-vector.com/blog/2019/09/practical-data-science-with-r-update/) + + ++ [Obtaining tokens with AzureAuth inside a Shiny app](https://blog.revolutionanalytics.com/2019/09/azureauth-shiny.html) + ++ [The Advantages of Record Transform Specifications](http://www.win-vector.com/blog/2019/09/the-advantages-of-record-transform-specifications/) + ++ [Data flow visuals – alluvial vs ggalluvial in R](https://heads0rtai1s.github.io/2019/06/06/visuals-alluvial-ggalluvial/) + ++ [Tidy evaluation in R: Part 2 - Complex use cases (feat. facet zoom)](https://heads0rtai1s.github.io/2019/08/22/tidy-eval-examples-part2/) + ++ [Tidy evaluation in R – Simple Examples](https://heads0rtai1s.github.io/2019/04/24/tidy-eval-examples/) + ++ [simulation studies in r with the parsim package](http://psychonetrics.org/2019/09/01/simulation-studies-in-r-with-the-parsim-package/) + ++ [Functional Programming + Iterative Web Scraping in R](https://www.programmingwithr.com/functional-programming-iterative-web-scraping-in-r/) + ++ [Accelerate your plots with ggforce](https://rviews.rstudio.com/2019/09/19/intro-to-ggforce/) + + + ++ [Retrieving google drive item shares and permissions (in R)](https://adisarid.github.io/post/2019-09-17-google_drive_dir_structure_permissions/) + ++ [Fast data exploration for predictive modeling](https://blog.datascienceheroes.com/fast-data-exploration-for-predictive-modeling/) + ++ [Extracting raster values into polygon attributes using R](https://luisdva.github.io/rstats/GIS-with-R/) + + + + + +### R Project Updates + +Updates from [R Core](http://developer.r-project.org/blosxom.cgi/R-devel/NEWS): + + +### Upcoming Events in 3 Months + +Events in 3 Months: + ++ [ToMexico CDSB Workshop 2019, July 29 - August 2](https://comunidadbioinfo.github.io/post/building-tidy-tools-cdsb-runconf-2019/) - How to Build and Create Tidy Tools + ++ [R/Pharma Conference 2019, August 21 - 23](http://rinpharma.com/) + ++ [R/Medicine 2019, September 12 - 14](https://r-medicine.com/)+ [LatinR 2019, Santiago de Chile, September 25 - 27](http://latin-r.com) - Latinamerican Conference About the Use of R in R&D + ++ [A list of R conferences and meetings](https://jumpingrivers.github.io/meetingsR/events.html) + ++ [This week's local R-User and applied stats events](https://community.rstudio.com/c/irl) + + +More past events at [R conferences & meetups](https://conf.rweekly.org). + + + +### Call for Participation + + + + diff --git a/_posts/2019-09-30-2019-39.md b/_posts/2019-09-30-2019-39.md new file mode 100644 index 000000000..c35c4a34b --- /dev/null +++ b/_posts/2019-09-30-2019-39.md @@ -0,0 +1,147 @@ +--- +title: R Weekly 2019-39 reproducible workflows, machine learning, pipe connections +description: Weekly News in the R Community +image: https://rweekly.org/public/facebook.png +--- + +Release Date: 2019-09-30 + +This week's release was curated by [Eric Nantz](https://twitter.com/thercast), with help from the RWeekly team members and contributors. + +### Highlight + ++ [Community call: Reproducible workflows at scale with drake](https://ropensci.org/commcalls/2019-09-24) + ++ [(Re)Launching my supervised machine learning course](https://juliasilge.com/blog/supervised-ml-course/) + ++ [RStats tip #3 use pipe connections](https://www.jimhester.com/post/2019-09-26-pipe-connections) + +### Insights + ++ [Why Do We Plot Predictions on the x-axis?](http://www.win-vector.com/blog/2019/09/why-do-we-plot-predictions-on-the-x-axis/) + +### R in the Real World + ++ [Biking in snow (smartwatch data)](https://jechave.com/post/biking-in-snow/) - (jechave.com) + ++ [Who owns Montreal?](https://www.simoncoulombe.com/2019/09/who-owns-montreal/) + ++ [Interactive globes for R, seamlessly integrated with shiny.](https://globe4r.john-coene.com/) + ++ [100% Stacked Chicklets](https://rud.is/b/2019/09/27/100-stacked-chicklets/) + + + ++ [Customer segmentation for R users](https://appsilon.com/customer-segmentation-leads-to-goodies) + +### R in Organizations + ++ [Super solutions for Shiny architecture 1 of 5 - using session data](https://appsilon.com/super-solutions-for-shiny-architecture-1-of-5-using-session-data/) + ++ [RSwitch 1.5.1 Released](https://rud.is/b/2019/09/21/rswitch-1-5-1-released/) + +### R in Academia + ++ [poor statistics](https://xianblog.wordpress.com/2019/09/24/poor-statistics/) + +### Resources + ++ [(Re)Launching my supervised machine learning course](https://juliasilge.com/blog/supervised-ml-course/) + ++ [JavaScript const in R](https://colinfay.me/js-const-r/) + ++ [More exploratory plots with ggplot2 and purrr: Adding conditional elements](https://aosmith.rbind.io/2019/09/27/more-exploratory-plots/) + ++ [RStudio education website](https://education.rstudio.com/blog/2019/09/welcome) + +### New Packages + + + +**CRAN** + ++ [{stationaRy}: Detailed Meteorological Data from Stations All Over the World](https://cran.r-project.org/package=stationaRy) + ++ [{timeperiodsR}: Simple Definition Of Time Intervals](https://cran.r-project.org/package=timeperiodsR) + ++ [{gghalves}: Compose Half-Half Plots Using Your Favourite Geoms](https://cran.r-project.org/package=gghalves) + + + ++ [{CamelUp}: CamelUp Board Game as a Teaching Aid for Introductory Statistics](https://cran.r-project.org/package=CamelUp) + ++ [{fairness}: Algorithmic Fairness Metrics](https://cran.r-project.org/package=fairness) + + +**GitHub or Bitbucket** + ++ [Introducing the {hershey} package - raw data for the Hershey Vector Fonts](https://coolbutuseless.github.io/2019/09/24/introducing-the-hershey-package-raw-data-for-the-hershey-vector-fonts/)` + ++ [{fledge}: Streamline the process of versioning R packages and updating NEWS](https://github.com/krlmlr/fledge) + ++ [{applicable}: Quantify extrapolation of new samples given a training set](https://github.com/tidymodels/applicable) + +### Updated Packages + ++ [Updates to the rOpenSci image suite: {magick}, {tesseract}, and {av}](https://ropensci.org/technotes/2019/09/27/ropensci-docs/) + + + ++ [{RcppAnnoy} 0.0.13](http://dirk.eddelbuettel.com/blog/2019/09/23#rcppannoy_0.0.13) + +### Videos and Podcasts + ++ [Community call: Reproducible workflows at scale with drake](https://ropensci.org/commcalls/2019-09-24) + ++ [Tidy Tuesday epsisode 5 - School Diversity](https://www.tidytuesday.com/5) + ++ [RStats tip #3 use pipe connections](https://www.jimhester.com/post/2019-09-26-pipe-connections) + +### Gist & Cookbook + ++ [xaringan-line-focus](https://pkg.garrickadenbuie.com/xaringan-line-focus/#1) + +### Tutorials + ++ [Drake, Docker, and Gitlab-CI](https://www.noamross.net/2019/09/24/drake-docker-and-gitlab-ci/) + ++ [A tutorial for a more convincing Leaflet visualizations from R - customizing markers, icons, color scales & HTML popups.](https://www.jla-data.net/eng/leaflet-in-r-tips-and-tricks/index.html) + ++ [Spatial networks in R with sf and tidygraph](https://www.r-spatial.org//r/2019/09/26/spatial-networks.html) + + + + + +### R Project Updates + ++ [GFortran Issues with LAPACK II](https://developer.r-project.org/Blog/public/2019/09/25/gfortran-issues-with-lapack-ii/) + +Updates from [R Core](http://developer.r-project.org/blosxom.cgi/R-devel/NEWS): + + +### Upcoming Events in 3 Months + +Events in 3 Months: + ++ [Yes We Cran: A conference on R packages and their applications, December 6-8](https://www.thinksisu.org/event/yeswecran/) + ++ [rOpenSci OzUnconf, December 11-13](https://ozunconf19.ropensci.org/) + ++ [R @ ISSA, December 26](https://r-iisa2019.rbind.io/) + ++ [A list of R conferences and meetings](https://jumpingrivers.github.io/meetingsR/events.html) + ++ [This week's local R-User and applied stats events](https://community.rstudio.com/c/irl) + + +More past events at [R conferences & meetups](https://conf.rweekly.org). + +### Call for Participation + + + + +### Quotes of the Week + +The magrittr macaroons are vanilla with a salted caramel buttercream filling. The plain green ones honour the lime package with thanks to @thomasp85 and @pommedeterre33 for making government models explainable. They are lime with a chocolate and coconut buttercream filling. pic.twitter.com/hlPO634aPu
— Owen Churches (@OwenChurches) September 11, 2019
\ No newline at end of file diff --git a/draft.md b/draft.md index 6a6d87401..3fd97075a 100644 --- a/draft.md +++ b/draft.md @@ -1,35 +1,48 @@ --- layout: draft -title: R Weekly 2019-32 +title: R Weekly 2019-40 description: Draft of the R Weekly image: https://rweekly.org/public/facebook.png --- -Release Date: 2019-08-12 +Release Date: 2019-10-07 + +This week's release was curated by [Ryo Nakagawara](https://twitter.com/R_by_Ryo), with help from the RWeekly team members and contributors. ### Highlight ++ [Introducing {fable}: Forecasting models for tidy time series](https://blog.mitchelloharawild.com/blog/fable/) ++ [{lintr 2.0.0}: Checks adherence to a given style, looks for syntax errors and possible semantic errors](https://www.jimhester.com/post/lintr-2-0-0/) -### Insights ++ [{almanac}: Implements a 'grammar of schedules', providing the fundamental building blocks to construct recurrence rules that identify “events” such as weekends or holidays](https://github.com/DavisVaughan/almanac) +### Insights ++ [EARL London 2019 Conference Recap](https://appsilon.com/earl-london-2019-conference-recap/) -### R in the Real World ++ [Why R? Warsaw 2019 Recap](https://appsilon.com/why-r-warsaw-2019-recap/) +### R in the Real World -### R in Organizations ++ [Mapping the Underlying Social Structure of Reddit](https://datadiarist.github.io/post/mapping-the-underlying-social-structure-of-reddit/) ++ [A Guide to Getting International Statistics into R](https://erikgahner.dk/2019/a-guide-to-getting-international-statistics-into-r/) -### R in Academia +### R in Organizations ++ [Business AI for SMBs - Building Amazon-style Product Recommenders using RemixAutoML](https://www.remixinstitute.com/blog/business-ai-for-small-to-medium-sized-businesses-with-remixautoml) + ### Resources ++ [{ggplot2} theme for Breast Cancer Awareness: `theme_bc_aware`](https://github.com/louisahsmith/theme_bc_aware) + ++ [Material for COMBINE NSW Workshop on R Markdown](https://github.com/emitanaka/combine2019) ### New Packages @@ -37,38 +50,70 @@ Release Date: 2019-08-12 **CRAN** ++ [{signs 0.1.0}: Provides convenience functions to replace hyphen-minuses (ASCII 45) with proper minus signs (Unicode character 2212)](https://cran.r-project.org/package=signs) ++ [{fable}: Forecasting models for tidy time series](https://cran.r-project.org/package=fable) -**BioC** +**GitHub or Bitbucket** ++ [{tune}: facilitate the tuning of hyper-parameters in the tidymodels packages](https://github.com/tidymodels/tune) ++ [{fastpipe}: fast alternative to {magrittr} pipes](https://github.com/moodymudskipper/fastpipe) -**GitHub or Bitbucket** ++ [{almanac}: Implements a 'grammar of schedules', providing the fundamental building blocks to construct recurrence rules that identify “events” such as weekends or holidays](https://github.com/DavisVaughan/almanac) +### Updated Packages ++ [{geohashTools 0.3.0}](https://github.com/MichaelChirico/geohashTools) -### Updated Packages ++ [{data.table 1.12.4}](https://cran.r-project.org/package=data.table) + ++ [{tensorflow 2.0.0}](https://cran.r-project.org/package=tensorflow) -### Videos and Podcasts ++ [{lintr 2.0.0}: Checks adherence to a given style, looks for syntax errors and possible semantic errors](https://www.jimhester.com/post/lintr-2-0-0/) ++ [{geospark 0.2.1}](https://cran.r-project.org/package=geospark) ++ [{countup}: counter for RMarkdown & Shiny](https://github.com/JohnCoene/countup) -### Gist & Cookbook ++ [{lorem}: Quickly generate lorem ipsum placeholder text](https://github.com/gadenbuie/lorem) +### Videos and Podcasts ++ [#TidyTuesday Podcast #6: School Diversity Data](https://www.tidytuesday.com/6) -### R Internationally + ++ [#TidyTuesday Screecast: Analyzing pizza ratings](https://www.youtube.com/watch?v=Mkac8DHScps) ++ [Intro to GeoSpatial Data in Spark](https://www.youtube.com/watch?v=qgCAqL6uKRA) ### Tutorials ++ [Insights from the RMarkdown whisperer](http://jenrichmond.rbind.io/post/insights-from-the-markdown-whisperer/) + ++ [Flow fields (12 Months of aRt, September)](https://www.williamrchase.com/post/flow-fields-12-months-of-art-september/) + + ++ [Manipulating colors with {prismatic}](https://www.hvitfeldt.me/blog/manipulating-colors-with-prismatic/) ++ [Goodbye, Disqus! Hello, Utterances!](https://masalmon.eu/2019/10/02/disqus/) - ++ [`theme_inari()`](http://lenkiefer.com/2019/09/23/theme-inari/) + ++ [Cox PH with Time varying Covariate, Part I](https://www.leynu.com/post/2019-09-28-surv-time-varying/) + ++ [A short introduction to {drake}](https://data.nozav.org/post/2019-a-short-introduction-to-drake/) + ++ [Building Regularized Logistic Regressions from Scratch with Computational Graphs in R](https://nanx.me/blog/post/cgraph-logreg/) + ++ [Split-apply-combine for Maximum Likelihood Estimation of a linear model](https://www.brodrigues.co/blog/2019-10-05-parallel_maxlik/) + ++ [Introducing {fable}: Forecasting models for tidy time series](https://blog.mitchelloharawild.com/blog/fable/) + + ### R Project Updates @@ -79,13 +124,13 @@ Updates from [R Core](http://developer.r-project.org/blosxom.cgi/R-devel/NEWS): Events in 3 Months: -+ [Mexico CDSB Workshop 2019, July 29 - August 2](https://comunidadbioinfo.github.io/post/building-tidy-tools-cdsb-runconf-2019/) - How to Build and Create Tidy Tools ++ [Tokyo.R #82, October 26](https://tokyor.connpass.com/) -+ [R/Pharma Conference 2019, August 21 - 23](http://rinpharma.com/) ++ [Yes We Cran: A conference on R packages and their applications, December 6-8](https://www.thinksisu.org/event/yeswecran/) -+ [R/Medicine 2019, September 12 - 14](https://r-medicine.com/) ++ [rOpenSci OzUnconf, December 11-13](https://ozunconf19.ropensci.org/) -+ [LatinR 2019, Santiago de Chile, September 25 - 27](http://latin-r.com) - Latinamerican Conference About the Use of R in R&D ++ [R @ ISSA, December 26](https://r-iisa2019.rbind.io/) + [A list of R conferences and meetings](https://jumpingrivers.github.io/meetingsR/events.html) @@ -94,17 +139,15 @@ Events in 3 Months: More past events at [R conferences & meetups](https://conf.rweekly.org). - -### Datasets - -### Jobs - - - - ### Call for Participation ### Quotes of the Week + +The first hint that the next major release will be R v4.0.0https://t.co/zn1iivJSUB#rstats pic.twitter.com/8wEZgURp7a
— Henrik Bengtsson (@henrikbengtsson) September 27, 2019
+ +For those who use #dplyr but don't master it yet, we've just created for you the ultimate guide to the 1 tibble case in a single cheat sheet. Feedback appreciated!
— R Data Berlin (@rdataberlin) September 27, 2019
Source = https://t.co/ucFHHFtCqV#tidyverse #rstats
Many tanks to Colin Vullioud for helping! pic.twitter.com/WISUiG4oST
+ +Learned last week from the man himself (JJ Allaire) that you can execute Python scripts in RStudio and it just *knows* #rstats (the first reticulate command auto-ran) pic.twitter.com/WdX8Evzqwg
— Hilary Parker (@hspter) September 30, 2019
diff --git a/for-editor-only-draft.txt b/for-editor-only-draft.txt index b3ae06331..3e89b434d 100644 --- a/for-editor-only-draft.txt +++ b/for-editor-only-draft.txt @@ -67,8 +67,7 @@ Release Date: 2019-00-00 - + ### R Project Updatesever want to join a list of dataframes together (with #rstats) in one fell swoop? try purrr::reduce(list_of_dfs, full_join, by = "id_column_name")
— renata gerecke (@renatagerecke) October 1, 2019
honestly, when this worked, i nearly cried