{
  "title": "I spent new years eve creating a data viz of the books I read in 2021. #DataViz #RStats #GGPlot2 #Reading https://t.co/5hzcZ5T8RP",
  "date": "2022-01-02"
}

# #rstats

> **Jenn Schilling** (@datasciencejenn; 786/86): I spent new years eve creating a data viz of the books I read in 2021. 
> #DataViz #RStats #GGPlot2 #Reading https://t.co/5hzcZ5T8RP  [&#8618;](https://twitter.com/datasciencejenn/status/1477322005116510208)

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> **A. Jordan Nafa** (@adamjnafa; 717/60): End of Year #rstats tip: make a function that applies all of your preferred ggplot2 theme settings instead if typing fifty lines of code for every plot (letting my OCD show here 😂🥲) https://t.co/5VPWpd6i10  [&#8618;](https://twitter.com/adamjnafa/status/1477092932561866752)

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> **Wolfgang Viechtbauer** (@wviechtb; 699/128): In 2021, I did approximately 180 hours of live streaming on R and statistical programming. As always, these streams are free and open to all. New dates for the beginning of 2022 have been scheduled: https://t.co/Hwl8cmYSuw #Rstats  [&#8618;](https://twitter.com/wviechtb/status/1477242035274924032)

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> **R Function A Day** (@rfunctionaday; 535/84): If you use {dplyr} and {tidyr} 📦s to wrangle data, you may wish to see some feedback about what different operations did, especially in long piped chains.
> >
> The "print and pipe" operator (%P&gt;%) from {ViewPipeSteps} 📦 does this 📝
> >
> https://t.co/izehRpk23g
> >
> #rstats #DataScience https://t.co/jEev5v27te  [&#8618;](https://twitter.com/rfunctionaday/status/1477152668326019076)

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> **Emily Riederer** (@EmilyRiederer; 532/73): Many #rstats Shiny users query database, but fewer have managed their own. This becomes necessary if your app needs persistent storage.
> >
> In this post, I share some tips for creating DBs for use with Shiny and what (don't know that) you need to know
> >
> https://t.co/SChIbTyq6V
> >
> (1/2)  [&#8618;](https://twitter.com/EmilyRiederer/status/1477300034077085699)

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> **Annapurani** (@annapurani93; 380/83): Thread 🧵-
> >
> Creating a good #dataviz with the right colours might seem like a herculean task, but it's not.
> >
> So, here are six pointers that might help ease your process. Follow along 🤗
> >
> #datafam #DataAnalytics #RStats #DataScience  [&#8618;](https://twitter.com/annapurani93/status/1477171959393775619)

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> **Kirk Borne** (@KirkDBorne; 365/140): 70 Free Online Courses for #DataScience to Advance Your Skills in 2021.
> via @tut_ml
> —
> #BigData #Analytics #MachineLearning #DeepLearning #AI #DataScientists #Statistics #DataLiteracy #Python #RStats #Coding #BeDataBrilliant #Careers #NLProc #ComputerVision
> https://t.co/3glxpcnXKo  [&#8618;](https://twitter.com/KirkDBorne/status/1476714155893792775)

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> **R posts you might have missed!** (@icymi_r; 343/56): 📦📊 {gtsummary} • Presentation-Ready Data Summary and Analytic Result Tables
> >
> 👤 Daniel Sjoberg @statistishdan, Michael Curry, Joseph Larmarange, Jessica Lavery, Karissa Whiting, Emily C. Zabor
> >
> 🔗 https://t.co/FkkPoCeVGi
> #rstats #datascience https://t.co/lFin3DBi2D  [&#8618;](https://twitter.com/icymi_r/status/1477257832261206020)

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> **R posts you might have missed!** (@icymi_r; 270/29): ✍️📊⇆ Comparing Distributions - https://t.co/pc9o3STwC7
> >
> 👤 Kieran Healy @kjhealy  
> >
> 🔗 https://t.co/AcLIzWCzrT
> #rstats #datascience https://t.co/nVdR0LMnbd  [&#8618;](https://twitter.com/icymi_r/status/1476689597228896263)

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> **Rami Krispin** (@Rami_Krispin; 200/17): Started to prototype and scope a new dashboard supporting the coronavirus #R package.
> >
> #RStats #dataviz https://t.co/DIBFo5eR0N  [&#8618;](https://twitter.com/Rami_Krispin/status/1477397506510131200)

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> **Chris Doyle** (@ChrisDoyleFL; 199/134): Best #python cheat sheet .#DEVCommunity #MachineLearning #Python #IoT #AI #javascript #100DaysOfMLCode #VeroBeach #RStats #Serverless #CodeNewbie #DataScience #100DaysOfCode  #mathematics #coding https://t.co/dgSrDCNmVM  [&#8618;](https://twitter.com/ChrisDoyleFL/status/1477130827205124097)

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> **R posts you might have missed!** (@icymi_r; 199/34): 📦📊📷 {ggsvg} • Use SVG images as ggplot points
> >
> 👤 mikefc @coolbutuseless  
> >
> 🔗 https://t.co/SPXe2FUq9x
> #rstats #datascience https://t.co/vthYH8Kwsb  [&#8618;](https://twitter.com/icymi_r/status/1476841594770935813)

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> **Catherine Adenle** (@CatherineAdenle; 134/158): Infographic: Data Science Lifecycle 
> #DataScience #MachineLearning #rstats #BigData #Analytics #AI #Tech #PyTorch #Python #TensorFlow #JavaScript #ReactJS #DL #ML #CloudComputing #Serverless #DataScientist #Programming #Coding #100DaysofCode #Flutter #CodeNewbie https://t.co/4YNVcQTuPO  [&#8618;](https://twitter.com/CatherineAdenle/status/1476850022650163203)

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> **Dr. Ganapathi Pulipaka 🇺🇸** (@gp_pulipaka; 118/90): 70 Free Online Courses in 2021. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode 
> https://t.co/hbOP4tKp7j https://t.co/bcu0HD3FmR  [&#8618;](https://twitter.com/gp_pulipaka/status/1477489843991199746)

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# blogdown

> **Zhi Yang, PhD** (@zhiiiyang; 8/2): If you suddenly fail to serve your #rstats #blogdown site, please follow this instruction. The actual fix might depend on the specific error message that you receive. 
> https://t.co/YXakCGubin  [&#8618;](https://twitter.com/zhiiiyang/status/1476644740669992988)

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> **george kanellos** (@georgekanellos; 7/3): 🥳🥳 New post!! 
> >
> I am blogging with R and {blogdown} but since I need to use Python for deep learning I had to integrate Jupyter/Colab with my blog. So I wrote a small guide as to how to do it:
> https://t.co/v7zpegDBeu
> >
> #blogdown #Rstats #100DaysOfCode #66daysofdata  [&#8618;](https://twitter.com/georgekanellos/status/1475136013181890572)

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> **Mohsin Ramay** (@mohsinramay_; 6/4): Hey blogdown users
> Are there any widgets that we can embed to get reviews and feedbacks for websites build using blogdown?
> Thanks
> #RStats #blogdown #DataScience  [&#8618;](https://twitter.com/mohsinramay_/status/1475148014159286281)

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> **Rami Krispin** (@Rami_Krispin; 6/0): Problem solved ✅ - use blogdown::hugo_build instead of blogdown::build_site (which in my mind you should avoid using at any cost...) https://t.co/imyNoFFvdu  [&#8618;](https://twitter.com/Rami_Krispin/status/1476618957087862784)

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> **Jun Kawabata, Nurse CritCare** (@CritCareNurs; 6/0): Webサイトの構築 with #R
> #RStudio というIDEは素晴らしい環境と再確認。
> 以下のサイトを参考に #RMarkdown から楽しく進められそうでワクワクします。
> >
> #朝活 #Rトレ
> --
> blogdown: Creating Websites with R Markdown
> https://t.co/lnf32oJa0T  [&#8618;](https://twitter.com/CritCareNurs/status/1476304896127545344)

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> **#rstats 🤖** (@rstatsvideo; 5/3): 📺 New #rstatsvideo: Day 09: Hugo Apéro from scratch || rmarkdown + blogdown + Netlify #12DaysOfDusting
> ▶ Alison Hill (@apreshill)
> 🗣 🇬🇧
> #rstats
> 🔗 https://t.co/p3mnqSLLNk  [&#8618;](https://twitter.com/rstatsvideo/status/1476926125024632836)

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> **Shannon Burns, PhD** (@shannon47burns; 5/1): Just got a new M1-chip Macbook Pro yesterday (OSX Monterey 12.0.1), and tried updating my website via blogdown in R today. Umm... anyone who knows blogdown/knitr have any idea what's going on? Like, the whole application literally flips over? https://t.co/JezWmkCByw  [&#8618;](https://twitter.com/shannon47burns/status/1476781367514050588)

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> **#rstats 🤖** (@rstatsvideo; 3/1): 📺 New #rstatsvideo: Day 08: Solo patterns || blogdown + GitHub + Netlify Deploy Previews / Branch Deploys
> ▶ Alison Hill (@apreshill)
> 🗣 🇬🇧
> #rstats
> 🔗 https://t.co/YyR55L8UCG  [&#8618;](https://twitter.com/rstatsvideo/status/1476156480986312704)

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> **Chris Gaskell** (@chrisgaskell92; 3/0): Huge thank you to the kind individuals who share their methods and code for developing these websites 🤝
> (@apreshill, @spcanelon et al.)
> >
> For anyone who wants to make their own then check out this amazing tutorial 👌https://t.co/7TIIrdRmAn  [&#8618;](https://twitter.com/chrisgaskell92/status/1476229871097548801)

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> **Norimitsu Nishida** (@NorimitsuNishi1; 3/0): @Jun_Kawabata_ blogdown+github+netlifyで、ほぼRmarkdownのみで静的なwebページ作成する事できるのでおすすめです。😄  [&#8618;](https://twitter.com/NorimitsuNishi1/status/1475607286945300480)

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> **Rami Krispin** (@Rami_Krispin; 2/2): Hi #blogdown folks 👋, when publishing a new post with Hugo, is there a way to run blogdown::build_site without re-rendering old posts? 
> >
> #rstats #rmakrdown  [&#8618;](https://twitter.com/Rami_Krispin/status/1476612375398653958)

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> **tidyverse tweets** (@tidyversetweets; 1/2): blogdown::serve:site() error: Failed to launch site #tidyverse #rstats https://t.co/N65mdW7ZBL  [&#8618;](https://twitter.com/tidyversetweets/status/1476882771385663518)

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> **Silvia Canelón** (@spcanelon; 1/2): Beautiful #HugoApero #blogdown site with publication, project, &amp; teaching sections, and featuring #RStats and clinical psychology content 👏 https://t.co/1qSoFTWQBm  [&#8618;](https://twitter.com/spcanelon/status/1476270549596790784)

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> **Knut Jägersberg** (@JagersbergKnut; 1/2): R Blogdown Tutorial: Introduction
> by Jennifer Sloane
> >
> #rstats
> >
> https://t.co/LuRPRb4BsE  [&#8618;](https://twitter.com/JagersbergKnut/status/1475780403621470214)

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> **Jose Manuel Vera** (@verajosemanuel; 1/1): @r_vaquerizo @joscani Bookdown y Blogdown son dos motivos suficientes por sí mismos para aprender R trabajes en lo que trabajes  [&#8618;](https://twitter.com/verajosemanuel/status/1475841018616553476)

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> **Rami Krispin** (@Rami_Krispin; 1/0): @paulalcasado The blogdown::serve_site() build the site locally, but it doesn't render the new post to the public folder. I think that works for netlify sites but not for Github pages. The build_site rerender the all site from scratch (which is really bad from reproducibility).  [&#8618;](https://twitter.com/Rami_Krispin/status/1476911323145330691)

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> **Solomon Kurz** (@SolomonKurz; 1/0): @NR_Jenkins the #blogdown package  [&#8618;](https://twitter.com/SolomonKurz/status/1476696937537622016)

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> **Mickaël CANOUIL** (@mickaelcanouil; 1/0): @Rami_Krispin `build_site(..., build_rmd = "timestamp")` will do the job. 😉
> https://t.co/TUsMzseFfL  [&#8618;](https://twitter.com/mickaelcanouil/status/1476644254483206152)

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> **Paula LC** (@paulalcasado; 1/0): @Rami_Krispin Try to use blogdown::serve_site() instead  [&#8618;](https://twitter.com/paulalcasado/status/1476639519273328641)

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> **Jun Kawabata, Nurse CritCare** (@CritCareNurs; 1/0): #GitHub や #Netlify 初学者🔰は辛いけど，その先に！
> >
> 慣れない（未知の世界）挑戦って，不安が渦巻くのですが，イメージが湧くと楽しいものです。
> >
> #R での #blogdown のチュートリアルらしきものを参照しつつ，deploymentまでの道のりはまだ遠い。 https://t.co/ZqlbgUGmJ8  [&#8618;](https://twitter.com/CritCareNurs/status/1476420670255144960)

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> **KielKontrovers - Tempolimit Jetzt! Lockdown Jetzt!** (@kielkontrovers; 1/0): Habe mich schon eine Zeit mit #Hugo beschäftigt und o Wunder #Blogdown und #Bookdown sind damit "kompatibel". Nice.  [&#8618;](https://twitter.com/kielkontrovers/status/1476247574592069636)

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> **tidyverse tweets** (@tidyversetweets; 0/1): Include an image in md files with blogdown #tidyverse #rstats https://t.co/xwd841N5tA  [&#8618;](https://twitter.com/tidyversetweets/status/1475524785245507587)

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> **Mickaël CANOUIL** (@mickaelcanouil; 0/1): @Rami_Krispin There is also `build_site(..., build_rmd = "newfile")` depending on the behaviour you wish #RStats #blogdown to have.  [&#8618;](https://twitter.com/mickaelcanouil/status/1476644888901046273)

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# bookdown

> **R posts you might have missed!** (@icymi_r; 573/114): 📦🎓 {thesisdown} • An updated R Markdown thesis template using the bookdown package
> >
> 👤 Chester Ismay @old_man_chester, Nick Solomon
> >
> 🔗 https://t.co/qHUX1TN9Wk
> #rstats #datascience https://t.co/cIzMVUz3Dw  [&#8618;](https://twitter.com/icymi_r/status/1475116748789760002)

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> **R posts you might have missed!** (@icymi_r; 65/17): 📚🔍🩺 Reproducible Medical Research with R
> >
> 👤 Peter Higgins @ibddoctor  
> >
> 🔗 https://t.co/K7rsdHfzIQ
> #rstats #datascience  [&#8618;](https://twitter.com/icymi_r/status/1476740423246917676)

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> **Comunidad R Hispano** (@R_Hisp; 38/10): Bookdown es una herramienta para escribir libros muy resultones. El formato web es muy chulo. La gente de @rstudio lo hace todo ahí. 
> >
> Cosa que te interesa: es muy fácil de usar. 
> >
> Si no te lo crees, @r_vaquerizo te cuenta cómo. #rstatsES https://t.co/eQWZxCVPck  [&#8618;](https://twitter.com/R_Hisp/status/1475558922597683211)

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> **Raúl Vaquerizo** (@r_vaquerizo; 28/13): Vídeo para iniciarse con #bookdown #rstats 
> >
> https://t.co/V3NZZ17u5T  [&#8618;](https://twitter.com/r_vaquerizo/status/1475521705158262790)

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> **Peter Dahlgren** (@peterdalle; 22/6): APIs for social scientists: A collaborative review
> >
> #RStats 
> https://t.co/HyHpJsvBba  [&#8618;](https://twitter.com/peterdalle/status/1475558355687120906)

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> **Isabella R. Ghement** (@IsabellaGhement; 17/4): "The LOOIC and WAIC computed in STAN (including brms) generally cannot be used to compare (mixed effects) models with different level-2 predictors." as per https://t.co/9ePbGVfVff. 
> >
> So what do people use to compare these types of models? #rstats  [&#8618;](https://twitter.com/IsabellaGhement/status/1475563492048457729)

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> **Virgilio Gómez-Rubio** (@precariobecario; 12/1): ¡¡Doy fe de que bookdown es útil para escribir libros!! Lo mejor es que pueden integrar R para producir tablas, figuras, etc. y se pueden publicar en varios formatos (PDF, gitbook, Epub, word, ...). #rstatses #bookdown https://t.co/lwwezVIh0u  [&#8618;](https://twitter.com/precariobecario/status/1475566480339218447)

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> **Raúl Vaquerizo** (@r_vaquerizo; 9/0): Acabo de arreglar una cerradura, esta mañana he montado una mampara y ahora voy a contar en un vídeo cómo hacer libros con bookdown.
> >
> Soy o no soy un personaje del renacimiento.  [&#8618;](https://twitter.com/r_vaquerizo/status/1475490619535634440)

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> **One DataScience book a day** (@One_Data_Book; 4/4): icymi_r: 📦🎓 {thesisdown} • An updated R Markdown thesis template using the bookdown package
> >
> 👤 Chester Ismay @old_man_chester, Nick Solomon
> >
> 🔗 
> #rstats #datascience https://t.co/4qGf4lt6hj #100daysofcode #onedatabookrt https://t.co/F0mu1uixG8  [&#8618;](https://twitter.com/One_Data_Book/status/1475212522802274308)

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> **Arthur Albuquerque** (@arthur_alb1; 4/0): @SolomonKurz @stephenjwild @IsabellaGhement I always put this link along with my script when fitting a brms model https://t.co/A90lGydYv3  [&#8618;](https://twitter.com/arthur_alb1/status/1476675402408075264)

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> **Rex "garbage in" Douglass** (@RexDouglass; 3/1): "Statistical rethinking with brms, ggplot2, and the tidyverse: Second edition"
> https://t.co/iklgKbPka9 https://t.co/zFnZvtPWft  [&#8618;](https://twitter.com/RexDouglass/status/1476314927358885888)

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> **Alison Presmanes Hill** (@apreshill; 3/0): @mariviere1 @andrewheiss It is a whole different publishing system. So it achieves similar goals as R Markdown, but no R packages are involved. So you'll make slides, books, websites, etc, but you won't use xaringan or bookdown or distill.  [&#8618;](https://twitter.com/apreshill/status/1476237047530590208)

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> **aure** (@maureviv; 2/0): @R_Hisp @rstudio @r_vaquerizo Bookdown ha conseguido que todo el mundo quiera usar LaTeX😁  [&#8618;](https://twitter.com/maureviv/status/1475559518037843969)

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> **Alex Sanchez Pla** (@sanplaale; 2/0): @JosepMGarcia75 @macips01 Amb Rmarkdown pots fer des d’una pàgina amb un esquema -el Markdown es molt bo per això- fins llibres, amb bookdown o articles pels quals tens plantilles. I pots incloure tan de Latex com vulguis. O gens😏
> Evernote m’agrada però trobo feixuc navegar i buscar els materials  [&#8618;](https://twitter.com/sanplaale/status/1475414832614715397)

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> **tidyverse tweets** (@tidyversetweets; 1/2): subscript out of bounds message when rendering bookdown #tidyverse #rstats https://t.co/xTYLmzVezT  [&#8618;](https://twitter.com/tidyversetweets/status/1475184877121191944)

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> **tidyverse tweets** (@tidyversetweets; 1/2): bookdown failing to render book #tidyverse #rstats https://t.co/z3HG2cHxnT  [&#8618;](https://twitter.com/tidyversetweets/status/1475184876500443142)

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> **tidyverse tweets** (@tidyversetweets; 1/2): Bookdown: does not run R script #tidyverse #rstats https://t.co/zlpcCr6tir  [&#8618;](https://twitter.com/tidyversetweets/status/1475271836577546242)

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> **Jonathan Carroll** (@carroll_jono; 1/1): Mar 15
> https://t.co/mMrjABaGRK
> https://t.co/cVLPBu6bhu
> >
> This looks like another good read - I'm not sure if it's complete, but I'll look through what's there.  [&#8618;](https://twitter.com/carroll_jono/status/1476835774842634241)

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> **tidyverse tweets** (@tidyversetweets; 1/1): How to use 'apalike' bibliography style without using `citation_package: natbib` in bookdown #tidyverse #rstats https://t.co/XFxhtgGQet  [&#8618;](https://twitter.com/tidyversetweets/status/1475714187439579136)

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> **Raj Redlich** (@RajRedlich; 1/0): @JustoFernndezL2 @DoctorBemway Si está realmente interesado en por qué el fenómeno parece tener una escala u otra según la normalitzación que se haga y está familiarizado con el concepto de probabilidad bayesiana comprobará que está incurriendo en la falacia del fiscal
> >
> https://t.co/aClmEyg2j8  [&#8618;](https://twitter.com/RajRedlich/status/1475731510942703616)

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> **Noticias sobre R** (@noticiasSobreR; 0/1): Vídeo introducción a bookdown https://t.co/Hv8q7jAwCt #rstats  [&#8618;](https://twitter.com/noticiasSobreR/status/1475613767383793676)

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# knitr

> **Jannik** (@jannikbuhr; 4/0): @andrewheiss which is super impressive!
> >
> From an R perspective there won't be much that changes or can break. If you render an Rmd file or qmd file that uses only R code, the engine is still knitr by default. For python it is jupyter and for mixed documents it is knitr with reticulate.  [&#8618;](https://twitter.com/jannikbuhr/status/1476106951486586883)

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> **Morten Elsøe** (@MortenElsoe; 3/0): @TSangild Knitr!  [&#8618;](https://twitter.com/MortenElsoe/status/1475146458714288131)

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> **JayEnAar** (@GorwayGlobal; 2/0): @DeepakNModi @DrNobleKKurian Specifically use RStudio and do every analysis project as a KnitR (.RMD) file so you always end up with a research report - however draft - that is annotated, explained, understandable and most importantly reproducible.  [&#8618;](https://twitter.com/GorwayGlobal/status/1477228411844243457)

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> **Rたん** (@cppfriendsbot; 1/0): Docker コンテナ上で knitr したらまだ去年の大晦日でした。タイムゾーンを設定していませんからね。  [&#8618;](https://twitter.com/cppfriendsbot/status/1477038099041759232)

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# xaringan

> **tidyverse tweets** (@tidyversetweets; 4/2): Images html in xaringan &amp; highcharter #tidyverse #rstats https://t.co/uDSYkdUXer  [&#8618;](https://twitter.com/tidyversetweets/status/1475807955119489028)

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> **Zahid Asghar** (@Zahedasghar; 4/0): Learning xaringan in R for having effective class lecture presentations and professional training development https://t.co/fu7tHMrdeo  [&#8618;](https://twitter.com/Zahedasghar/status/1475867400943898637)

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> **Marc-Aurèle Rivière** (@mariviere1; 2/0): @andrewheiss I'm in the same boat. I've read the whole documentation a few months ago, got really excited about it, but I haven't made the switch yet. I'd like to see if all the nifty Rmd packages like xaringan work with it first ...  [&#8618;](https://twitter.com/mariviere1/status/1476104570954735617)

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