Educators at #RStudioConf! Catch the Academy team at the Lounge to learn more about how we teach data science and where you could fit as a mentor. More info at rstd.io/academy_mentor #RStudioConf2022
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Garrett Grolemund
@StatGarrett
Data Scientist and Master Instructor for RStudio
Clearwater, FLJoined May 2014
Garrett Grolemund’s Tweets
While writing the 3rd edition of my book. I redid the famous test of in my R 4.1.0 Windows. I'm in shock of how much loops in R got faster. The result of abs_loop() is ~16x faster that results documented in his 2014 book. R is awesome! 😎 #RStats
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Call for papers: Teaching reproducibility and responsible workflow Modern statistics and data science utilizes an iterative data analysis process to solve problems and extract meaning nhorton.people.amherst.edu/call_reproduci 1/4
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Register for rstudio::global(2021) Now!
A 24-hour virtual event focused on all things R and RStudio.
Learn more and register now at global.rstudio.com
#RStudio #RStats #DataScience
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Thank you for making a cheatsheet for the #collapse #rstats package: fast data transformations implemented with C/C++. rstudio.com/resources/chea
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🍾🤩 Wrote an intro to #RMarkdown to write reproducible & dynamic documents. Borrowed a lot from & #ReproducibleReseearch #rstats
🧑🏫 Slides: oliviergimenez.github.io/intro_rmarkdow
👩💻 Code: github.com/oliviergimenez
🧑🎨 Illustrations: github.com/allisonhorst/s
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Thank you @JosephLarma for creating a #rstats cheatsheet for the #labelled package for working with labelled data. Available at rstudio.com/resources/chea
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We at #kakaporecovery are hugely grateful to and for this - and all those who donate! Those donations make a huge difference to our work. And to complete the circle, I use #RStats heavily to analyse #kakapo data.
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Q: Why is a kakapo featured on R for Data Science?
A: The authors make the textbook free online, suggesting donations to support Kakapo Recovery, an org dedicated to saving the remaining 211 parrots, who, like @hadleywickham & #RStats are native to NZ.
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r4ds.had.co.nz
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Thank you for making an #rstats cheatsheet on the #VEGAN package for descriptive community ecology. Available here, rstudio.com/resources/chea
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Thank you for making an #rstats cheatsheet on the #SamplingStrata package, optimal stratification for survey sampling. Available here, rstudio.com/resources/chea
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Thanks to , the tidy data chapter of R4DS now uses pivot_longer() and pivot_wider(): r4ds.had.co.nz/tidy-data.html! #rstats
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Thank you for making an #rstats cheat sheet for the #oscr package for Spatial Capture Recapture data! Available at: rstudio.com/resources/chea
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In case you missed it: check out Twas the First #TidyTuesday, a poem thanking for bringing us such great data! tidytuesday.com/13 Also features nods to
and #rstats #dataviz
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Thank you for translating the #lubridate and Data Import #rstats cheatsheets to Spanish! Available at
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Thank you and for making an #rstats cheat sheet for time series! Available at rstudio.com/resources/chea
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Thank you for making a cheatsheet of common translation from #stata to #rstats! Available at: rstudio.com/resources/chea
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As announced at #LatinR2019, the translation to Spanish of “R for Data Science” by & is complete ✔️ and can be found here
🔗 es.r4ds.hadley.nz #rstat #rstates #r4ds
(yes! free, open, for the whole 🗺️) 2/n
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Thank you for an #rstats cheatsheet on #golem, a framework for making robust #shiny apps! Available at rstudio.com/resources/chea.
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Thank you and for an #rstats cheatsheet on the #rphylopic package—add species silhouettes to plots. Available at rstudio.com/resources/chea
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SUPER talk on reproducibility in science from which includes a beautiful diagram from . Adding a link to this video in my Biostatistics in Biomedical Research reproducible research chapter. #rstats #Statistics #bbrcourse hbiostat.org/bbr
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Looking for teaching material for intro to #rstats and the #tidyverse? I've made mine easier to reuse. Please help yourself: github.com/rstudio-educat
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Thank you for translating the #rstats regular expressions cheatsheet into French! Available in the translations section of rstudio.com/resources/chea
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Thank you for an #rstats cheat sheet on the distr6 package, OOP methods for statistical distributions! Available at rstudio.com/resources/chea
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Registration is now open for rstudio::conf 2020 Jan 27-30 in San Francisco!
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I'm doing exactly this today :)
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Today's teaching #datascience blog entry discusses how life is simpler and better for both instructors and students for introductory data science courses when cloud-based servers are available starting on day one of a class: teachdatascience.com/cloud/ @hglanz @jo_hardin47 @rstudio
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Thank you everyone for the thought provoking replies!
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I think you’re on to something ! But is every scientist who uses a computer a computer scientist? 🤔
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Thesis: there is not one data science, but two data sciences. Statistics and Computer Science. The logic and the logistics. Rebuttals welcome!
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Thank you for a #gganimate #rstats cheatsheet. Animate ggplot2 plots! Available at rstudio.com/resources/chea
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Thank you for a #vtree #rstats cheatsheet. Display the subsets within a data frame, nested by variables and values. Available at rstudio.com/resources/chea
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Thank you for a #gwasrapidd #rstats cheatsheet! Access genomic GWAS data through R. Available at rstudio.com/resources/chea
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Also, shoutout to : almost all of my tidyverse teaching materials are basically hard forks of his "Master the Tidyverse" class, which is pedagogically wonderful. The content and exercises are all quite different, but you'll recognize the spirit of it here
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Thank you @jasperjcooper and for an #rstats cheatsheet on #DeclareDesign, tools for testing research designs! Available at rstudio.com/resources/chea
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Thank you for an #rstats cheat sheet on #tsbox, a tool kit for time series! Available at rstudio.com/resources/chea
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Here's a chance to contribute to some good work!
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New cheatsheet today! Use #python and #rstats together with #reticulate! Available at rstudio.com/resources/chea
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