{
  "title": "For my course \"R for Bio Data Science\" at @DTU_HealthTech, I collect #dataviz how-not-tos and this one is going in the archive! 💻📊📈📉 #dataScience in #Rstats https://t.co/IfDOSTJHEn",
  "date": "2022-12-25"
}

# #rstats

> **Leon Eyrich Jessen** (@jessenleon; 693/72): For my course "R for Bio Data Science" at @DTU_HealthTech, I collect #dataviz how-not-tos and this one is going in the archive! 💻📊📈📉
> #dataScience in #Rstats https://t.co/IfDOSTJHEn  [&#8618;](https://twitter.com/jessenleon/status/1606172713961197569)

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> **Kat Hoffman** (@kat_hoffman_; 692/120): new #rstats blog post! a walkthrough on making forest plots and adding effect size annotations using #ggplot2
> >
> 🔗 https://t.co/KBT56MCHIH #dataviz #AcademicTwitter https://t.co/NMaTSJkFjo  [&#8618;](https://twitter.com/kat_hoffman_/status/1606291747545284608)

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> **Elena Llaudet** (@ellaudet; 510/62): Want to learn R? 
> >
> DSS is a new textbook for complete beginners. Using non-technical language and assuming no prior knowledge of statistics or coding, DSS provides a step-by-step guide to analyzing real-world data from published social scientific studies. #RStats #AcademicTwitter https://t.co/PxTzzEUbwZ  [&#8618;](https://twitter.com/ellaudet/status/1606402331184185345)

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> **Neil Currie** (@neilgcurrie; 506/80): If you want to write robust code, unit testing is a must. A thread on how to write unit tests in R.
> >
> #rstats #coding #datascience  [&#8618;](https://twitter.com/neilgcurrie/status/1606333876187500548)

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> **Saroj parajuli** (@Parajulisaroj16; 395/109): Written by one of the leading experts on the topic, An Introduction to Analysis of Financial Data with R explores basic concepts of visualization of financial data. Download a pdf: https://t.co/K1a5W56GSK #DataScience #RStats #finance #DataAnalytics #Coding #dataviz #programmer https://t.co/LvFB9Xi5dv  [&#8618;](https://twitter.com/Parajulisaroj16/status/1606088493205442560)

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> **flotsam** (@researchremora; 321/40): Okay, here goes nothing—a population density map of England. It is after all #rayshader triple Thursday. I have an urge to label everything but who knows, I might already have made mistakes.
> >
> #rayshader adventures, an #rstats tale https://t.co/7ZGBa9qbLW  [&#8618;](https://twitter.com/researchremora/status/1606043431150592000)

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> **Matt Dancho (Business Science)** (@mdancho84; 295/32): Can you get a 6-figure job with R in 2023?
> >
> Yes. 
> >
> Here's why. 🧵
> >
> #rstats #datascience https://t.co/KpVwNMjL1K  [&#8618;](https://twitter.com/mdancho84/status/1606005144176320512)

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> **Liam Revell** (@phytools_liam; 293/41): Take a look at this beautiful #Rstats #phytools figure showing dinosaur climate niche evolution that I just discovered in @CurrentBiology! 
> >
> Check out the full article by @emmadnn et al. here 👉 https://t.co/5FB1ycGvqD. https://t.co/UZjYtfNKu7  [&#8618;](https://twitter.com/phytools_liam/status/1606357364784889864)

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> **Dr. Amanda Kay Montoya** (@AmandaKMontoya; 285/62): Updated preprint now available! Ever wonder about the differences between statistical and causal #MediationAnalysis? This chapter walks through each and how you can combine practices from both in psychological research! #causalinference #rstats #psychology https://t.co/MIM00xgdJD  [&#8618;](https://twitter.com/AmandaKMontoya/status/1606025777530617856)

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> **Milos Popovic** (@milos_agathon; 272/66): My new map shows CO2 emissions per capita in Europe in 2021
> >
> #CO2 #greenhouse #environment #RStats #DataScience #dataviz #maps https://t.co/UgR0gts6Ni  [&#8618;](https://twitter.com/milos_agathon/status/1606361850995671052)

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> **Dan | @filmicaesthetic@fosstodon.org** (@FilmicAesthetic; 261/42): 2022 was a huge year for my #datascience journey. 
> >
> A year ago, I was okay with #rstats, had no experience with #ggplot2, #github or #powerbi, and had never shared my work publicly. 
> >
> This thread documents what I've learned and created this year 👇
> >
> https://t.co/cdUtL2F5Iv  [&#8618;](https://twitter.com/FilmicAesthetic/status/1606591005855203328)

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> **flotsam** (@researchremora; 230/38): Power's out so raymachine gets a much-needed break. Fortunately (or not), I've a store of population density maps so here's one of Italy.
> >
> #rayshader adventures, an #rstats tale https://t.co/j6DWnYN7tj  [&#8618;](https://twitter.com/researchremora/status/1606339721470259200)

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> **Albert Rapp** (@rappa753; 212/33): 'Tis the season to be sharing R treats:
> >
> The curly-curly operator is a great way to use a data set's column names in your own functions. #rstats https://t.co/zpYEH1TDxa  [&#8618;](https://twitter.com/rappa753/status/1606681132082245633)

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> **Matt Dancho (Business Science)** (@mdancho84; 210/47): There are more than 10,685,000 people learning to work with data.
> >
> Yet most data science jobs now have over 1000+ applicants. 
> >
> And only 5 actually make it to an interview. 
> >
> Use these 4 skills to stand out (free to steal &amp; use to advance your career). 
> >
> #datascience #rstats https://t.co/jDBGbYHwXN  [&#8618;](https://twitter.com/mdancho84/status/1606669069364740096)

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> **flotsam** (@researchremora; 206/31): This morning's population density map is Sweden.
> >
> #rayshader adventures, an #rstats tale https://t.co/oWT3gydVuz  [&#8618;](https://twitter.com/researchremora/status/1606643900176809984)

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> **Isabella Velásquez** (@ivelasq3; 189/24): 🎉 New post: Setting up macOS as an #RStats data science rig in 2023
> >
> Let’s fall together into a pit of success™ (when configuring macOS)! 🍎
> With tools you love, like #Homebrew #Git #OhMyZsh #QuartoPub 💻
> Guest appearance: #ChatGPT! 🤖
> >
> Blog post: https://t.co/CWugqrEDvu https://t.co/AEkqxY4pza  [&#8618;](https://twitter.com/ivelasq3/status/1606094450643435520)

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> **Stats and R** (@statsandr; 183/45): 📝 New post: “What is survival analysis?” See why, when and how to use the main concepts of this rather unknown branch of statistics (with examples by hand and in R) #rstats #rstatstweet #DataScience https://t.co/mQB6odil1J  [&#8618;](https://twitter.com/statsandr/status/1605971187045130248)

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> **Dr. Dominic Royé** (@dr_xeo; 170/34): How likely is white Christmas in Europe? 🎄☃️❄️
> I estimated the climatic chance of #snow cover on Christmas Eve in the World based on ERA5-Land with snow depth greater than 1 cm. #dataviz #rstats https://t.co/GGMt59AAB1  [&#8618;](https://twitter.com/dr_xeo/status/1605974579897176079)

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# bookdown

> **Guillermo de Anda-Jáuregui** (@gdeandajauregui; 51/17): @jacasiegel I like this book for beginners, takes you from zero to hero in good time https://t.co/UCk3XTImTc
> Also, pirates rule.  [&#8618;](https://twitter.com/gdeandajauregui/status/1606372806400348171)

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> **fenixaries está infectada 🧟‍♀️** (@imfromeldorado; 43/20): 🔍 Revelação de capa:
> >
> #bookDOWN
> >
> Obs: mockup ilustrativo! A quantidade de páginas da imagem não condiz com o tamanho real do livro. https://t.co/t7GZ3gc2rD  [&#8618;](https://twitter.com/imfromeldorado/status/1605321004271771650)

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> **Lorenzo Lorenzo-Luaces, PhD** (@lluaces; 38/8): Potential new years resolution 👀 https://t.co/LGV9onmhvJ @SolomonKurz  [&#8618;](https://twitter.com/lluaces/status/1605592899889963008)

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> **fenixaries está infectada 🧟‍♀️** (@imfromeldorado; 33/21): 🧟Thread ficbook BREAKDOWN:
> >
> 🎸 Formulários, informações, interações, feedbacks...
> >
> #bookDOWN https://t.co/YFH2tKc1oZ  [&#8618;](https://twitter.com/imfromeldorado/status/1605316256772640769)

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> **fenixaries está infectada 🧟‍♀️** (@imfromeldorado; 17/6): 📋 Formulário de Interesse (aberto até 30/12/22).
> >
> Shipp: SeXing/ChanKai.
> Gêneros: ficção científica, terror, drama.
> >
> 🧟 Apocalipse Zumbi 🧟
> >
> #bookDOWN https://t.co/DahQMzPNL5  [&#8618;](https://twitter.com/imfromeldorado/status/1605317877674000386)

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> **Thea Knowles** (@theaknowles; 13/0): @echodroff @TimoRoettger @carignan_c @matt_with_ears @ctdicanio @StefanoCoretta @jvcasill I'll +1 to the phonetics on speed tutorial @echodroff linked. 
> >
> @ctdicanio, @brocaburgher &amp; I led a short series of scripting tutorials in spring 2021 with slides, practice materials, and videos which might be of use and are archived here: https://t.co/TiJOaJRmjS  [&#8618;](https://twitter.com/theaknowles/status/1604931051994087424)

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> **Golub Capital Social Impact Lab** (@GSBsiLab; 12/7): Want to try ML but not sure where to start? From computing ATE to learning optimal policies, we’ve got a methods primer with all the R-code you need!  https://t.co/UrcJe4JZEU #MachineLearning  [&#8618;](https://twitter.com/GSBsiLab/status/1605277369258082305)

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> **fenixaries está infectada 🧟‍♀️** (@imfromeldorado; 10/7): ⚠️ ATENÇÃO! ⚠️
> >
> Esta autora desatenta esqueceu de checar as tags desocupadas antes (tinha colocado #bookDOWN pq a sonoridade combina com BREAKDOWN), mas vi que já tem alguns tweets no search, então estou mudando para #BREAKDOWNficbook
> >
> 🧟 https://t.co/na8mSzaiYu  [&#8618;](https://twitter.com/imfromeldorado/status/1605364694180847616)

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> **Cengiz Erisen** (@CengizErisen; 5/1): R'la yeni tanışıyorsanız, şu kitabı gözden geçirin
> https://t.co/Eru9E6gj0Y  [&#8618;](https://twitter.com/CengizErisen/status/1605918101568094208)

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> **♟♟** (@Donald38Daniel; 4/1): I get questions about options trading all the time
> >
> You need to understand how derivatives work 
> >
> Options trading is complicated and takes years of experience and observation before one becomes proficient 
> >
>  https://t.co/GI7N9Ru2Ym  [&#8618;](https://twitter.com/Donald38Daniel/status/1604949787543064585)

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> **Solomon Kurz** (@SolomonKurz; 3/0): @AbitanteGeorge @OlinoTom Cheers! 
> >
> But, unless you're statistically precocious, I’m not so sure this book is the best one to use to dive into Bayes for the first time. Consider this one instead: https://t.co/U6SjLKPxiM  [&#8618;](https://twitter.com/SolomonKurz/status/1605623260711878660)

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> **fenixaries está infectada 🧟‍♀️** (@imfromeldorado; 3/0): O Arockalypse já fez as suas primeiras vítimas...
> >
> #bookDOWN https://t.co/OHYZUKFCLu  [&#8618;](https://twitter.com/imfromeldorado/status/1605268428746805249)

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> **Dr Fi Crawford 🏴󠁧󠁢󠁷󠁬󠁳󠁿** (@welsh_fi; 1/1): @jacasiegel I'm a big fan of this free online book:
> https://t.co/BrzuyBDwLK  [&#8618;](https://twitter.com/welsh_fi/status/1606394864530333708)

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> **Meshack O. Morang'a** (@MeshackMoranga; 1/0): Chapter 3 Example datasets | An Introduction to Machine Learning with R https://t.co/Kxf15HfCjt #rmarkdown #bookdown  [&#8618;](https://twitter.com/MeshackMoranga/status/1606432238803066880)

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> **Liran Tal** (@liran_tal; 1/0): Threading a few options:
> >
> (1) Bookdown looks very well put: https://t.co/Id9bBfEgtP although might need some extra setup work. Potentially the project's example could be a good starting point (https://t.co/Dl2ZGp9EVm)  [&#8618;](https://twitter.com/liran_tal/status/1605686329915764736)

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> **Leitor Ansioso ESTÁ COMEMORANDO O NATAL 🎅🏾🎄** (@leitoransioso; 1/0): CoHo pfvr faça acontecer ❤️❤️😍👏🏾 
> >
> Vcs acham q lembra o Atlas? 
> #book #BookLover #bookDOWN #Booking https://t.co/7G063rQ0dG  [&#8618;](https://twitter.com/leitoransioso/status/1605539135757787137)

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> **Jie Zhang** (@luckyjay666; 1/0): Good summary of online experiments 
> >
> Causal Inference and Its Applications in Online Industry https://t.co/3Rk99DV4Nv #rmarkdown #bookdown  [&#8618;](https://twitter.com/luckyjay666/status/1605385852426899459)

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> **Bijesh Mishra, Ph.D.** (@BijuBjs; 1/0): Introduction to R for Data Science: A LISA 2020 Guidebook https://t.co/Lyow0cjxOf #rmarkdown #bookdown  [&#8618;](https://twitter.com/BijuBjs/status/1605044565148311552)

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> **Ronald** (@ronaldher97; 0/1): Que es es lubridate? Una librería muy intuitiva para manipular fechas, y hallar patrones valiosos en tus datos. En este libro hay una buena guía de como se usa:
> >
> https://t.co/3NAj1Rn7Y3 #rmarkdown #bookdown  #DataScience #Tidyverse #DataAnalytics #Statistics #RStats  [&#8618;](https://twitter.com/ronaldher97/status/1605759608936493056)

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# knitr

> **❄️⛄️ Andrew Heiss (🐘 @andrew@fediscience.org)** (@andrewheiss; 39/7): Regular reminder that @tjmahr's trick of storing model results as tab-completable lists (by feeding data frames to split()) is ingenious and will forever change how you use inline chunks with #rstats markdown / #quartopub https://t.co/vTQIciKfPX  [&#8618;](https://twitter.com/andrewheiss/status/1605756889987366912)

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> **Isabella Velásquez** (@ivelasq3; 8/0): @JoeDNoonan Check out `convert_chunk_header()` from knitr 1.40:
> >
> https://t.co/Ke6gjVcnVN  [&#8618;](https://twitter.com/ivelasq3/status/1605577472610775041)

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> **Mickaël CANOUIL (@MickaelCanouil@fosstodon.org)** (@MickaelCanouil; 2/0): @JoeDNoonan @ivelasq3 To add on this: 1/n
> - inline/multiline/yaml-style are all working in Quarto as they do in RMarkdown, but Quarto main syntax is yaml-style 
> - some knitr options became more general (knitr::opt_chunk) and will require manual edits  [&#8618;](https://twitter.com/MickaelCanouil/status/1605745134783471618)

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> **Alina Kurjan** (@alina_kurjan; 1/1): @RobearPierre https://t.co/MmZGjpypFe
> >
> You need to look for tutorials on Rmd (r markdown) files and how to use knitr with this. Normally R Studio offers to install all the packages you need for this when you open a new Rmd file. Plenty of stuff on YouTube as well as online :)  [&#8618;](https://twitter.com/alina_kurjan/status/1605473612458098688)

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> **Sysop79** (@Sysop79; 1/1): @masspeclytical @rstats_tweets To be honest with you, what I’m usually waiting for is knitr::render() on my rmarkdown files! I do a lot of Bayesian-based regression analysis so MCMC.  [&#8618;](https://twitter.com/Sysop79/status/1604946535745142784)

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# tinytex

> **Alfonso Chang** (@AlfonsoChangM; 1/1): With Quarto v1.2, my Quarto Beamer files don't compile &amp; show an error message for not finding "xelatex" engine. If you regularly use "MikTex" distribution, and don't wanna use "Tinytex", just you have to put this in your preamble: "latex-tinytex: false" #RStats #Quarto #MikTex  [&#8618;](https://twitter.com/AlfonsoChangM/status/1606794997533184000)

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# yihui.name

> **Albert Kuo** (@albert_kuo; 1/2): #RStats PSA: haven't tested this out myself yet, but `message = FALSE` should now completely suppress messages in R code chunks (no more using suppressPackageStartupMessages!)
> >
> Source: https://t.co/viv5uc8CRa  [&#8618;](https://twitter.com/albert_kuo/status/1605310483409833985)

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