{
  "title": "Lineare Regression -- A Visual Introduction To (Almost) Everything You Should Know https://t.co/QNfM7GcySQ -- by @jdwlbrv #rstats #dataviz #datascience #ml #machinelearning #LineareRegression #stats #machinelearning https://t.co/12UdXhqx4U",
  "date": "2022-10-02"
}

# #rstats

> **R Markdown** (@rmarkdown; 1539/329): Lineare Regression -- A Visual Introduction To (Almost) Everything You Should Know
> https://t.co/QNfM7GcySQ -- by @jdwlbrv #rstats #dataviz #datascience #ml #machinelearning #LineareRegression #stats #machinelearning https://t.co/12UdXhqx4U  [&#8618;](https://twitter.com/rmarkdown/status/1576127802100752385)

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> **Matt Dancho (Business Science)** (@mdancho84; 824/136): The more I dive into Bayesian, the more... my mind is blown. 
> >
> Here's why. 🧵
> >
> #rstats #python #datascience https://t.co/AbrDRlIf5L  [&#8618;](https://twitter.com/mdancho84/status/1575883454897455105)

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> **Gareth Bilaney** (@GarethBilaney; 762/154): You can access the free ebook "Fundamentals of Data Visualization" by @ClausWilke on #dataviz using #rstats at the following author's website: https://t.co/uuMGJjczUl https://t.co/xCgVGvBYt2  [&#8618;](https://twitter.com/GarethBilaney/status/1575943003394306048)

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> **Matt Dancho (Business Science)** (@mdancho84; 526/102): I love the R ecosystem. It’s amazing for real world data science. 
> >
> But it took me 5 years to learn. 
> >
> So I put a 40-min webinar together that consolidates my 10 secrets from trial &amp; error. 
> >
> Learn more about what worked for me in my free webinar. https://t.co/zSNEPVwSD9
> >
> #rstats https://t.co/kEXtpNXO77  [&#8618;](https://twitter.com/mdancho84/status/1576189440199999488)

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> **Gareth Bilaney** (@GarethBilaney; 511/80): Efficient R programming refers to increasing the efficiency of tasks with R. This encompasses both computational efficiency and programmer productivity. Check out this awesome #bookdown to learn more - it's free! https://t.co/dZzMtNcWo6
> >
> #rstats #rmarkdown #quartopub #rstudio https://t.co/KpHcHNTXSy  [&#8618;](https://twitter.com/GarethBilaney/status/1575886076530462720)

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> **Rosana Ferrero🕊☮️🏳** (@RosanaFerrero; 499/133): 📚Este libro te enseña a administrar tus proyectos de datos en un solo entorno informático utilizando el Censo de EEUU
> 👉¡Aprende a analizar datos agregados y microdatos!
> 🔗 https://t.co/WEqoWcgpZS 
> #data #dataviz #rstats #datascience #analytics #stats #DataVisualization #datos https://t.co/iwTAbUfCT6  [&#8618;](https://twitter.com/RosanaFerrero/status/1576256887829532675)

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> **Kyle Cuilla** (@kc_analytics; 416/62): 👋 I wrote a blog post (my first in over a year) on how to add {gt}/{gtExtras} and {kableExtra} tables to {ggiraph} tooltips just like the one shown below!
> >
> https://t.co/IT8LGIsm6o
> >
> #rstats #dataviz https://t.co/nn0IRtX0oN  [&#8618;](https://twitter.com/kc_analytics/status/1576256004638941185)

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> **Albert Rapp** (@rappa753; 379/55): BEFORE
> - Standard bar chart
> - No clue what the message is
> >
> AFTER
> - Bar chart with nuanced color use
> - Informs your reader about key insights &amp; actions
> >
> The latter is actually pretty easy to pull off.
> >
> At the end of this step-by-step guide, you can do that too. #rstats #dataviz https://t.co/7A8ZE9zCBK  [&#8618;](https://twitter.com/rappa753/status/1575878220372594688)

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> **Rosana Ferrero🕊☮️🏳** (@RosanaFerrero; 335/90): 👀¿Qué debes tener en cuenta a la hora de elegir la paleta de colores para tu visualización de datos?
> Crea gráficos coloridos y elegantes con estos tips
> 🔗 https://t.co/wjR8pVTXO0
> #data #dataviz #rstats #datascience #analytics #stats #DataVisualization #statistics #DataAnalytics https://t.co/KO4U3ocWKk  [&#8618;](https://twitter.com/RosanaFerrero/status/1576226688723292166)

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> **R Markdown** (@rmarkdown; 270/57): An introduction to data visualization protocols for wet lab scientists #rstats #dataviz #ggplot2 
> https://t.co/gXxFbhvuK0 https://t.co/csShEsCwtJ  [&#8618;](https://twitter.com/rmarkdown/status/1575882384238866432)

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> **Indrajeet Patil (इंद्रजीत पाटील)** (@patilindrajeets; 251/55): In case you use the functional programming tools from {purrr} 📦 a lot but need to use {base} 📦 instead, this vignette provides an excellent translation, or a refresher to jog your memory! 🔁
> >
> https://t.co/y0MKBcbARD
> >
> #rstats #tidyverse https://t.co/EW5FIeWwFn  [&#8618;](https://twitter.com/patilindrajeets/status/1576167152893059073)

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> **Kyle Walker** (@kyle_e_walker; 231/35): A US map in a tweet #rstats
> >
> library(tmap)
> tidycensus::get_acs(
>   geography = "county",
>   variables = "B01002_001",
>   geometry = T
> ) |&gt;
>   tigris::shift_geometry() |&gt;
>   tm_shape() + 
>   tm_fill(col = "estimate",
>           title = "Median age") + 
>   tm_layout(legend.outside = T) https://t.co/TizEysTrCa  [&#8618;](https://twitter.com/kyle_e_walker/status/1576232908968558593)

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> **Rami Krispin** (@Rami_Krispin; 190/29): I am super excited to announce that I have started to work on a new book 📚 - 𝐀𝐩𝐩𝐥𝐢𝐞𝐝 𝐓𝐢𝐦𝐞 𝐒𝐞𝐫𝐢𝐞𝐬 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬 𝐚𝐧𝐝 𝐅𝐨𝐫𝐞𝐜𝐚𝐬𝐭𝐢𝐧𝐠 𝐰𝐢𝐭𝐡 𝐑 🚀.  🧵 👇🏼
> >
> https://t.co/j8nnbzo93W
> >
> #rstats #timeseries #forecast  [&#8618;](https://twitter.com/Rami_Krispin/status/1575899953553018881)

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# blogdown

> **Mickaël CANOUIL** (@MickaelCanouil; 17/2): {blogdown} to #QuartoPub migration in progress ...
> First the content, then styling ... https://t.co/JS1oBeypDn  [&#8618;](https://twitter.com/MickaelCanouil/status/1574076281574023169)

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> **Ming "Tommy" Tang** (@tangming2005; 2/3): Anyone has experience transitioning from blogdown to  quarto? https://t.co/uYHQ8MaEr6 any templates? what about your old posts? #rstats #websites  [&#8618;](https://twitter.com/tangming2005/status/1575129492787429378)

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> **Tinashe M. Tapera** (@TaperaTinashe; 2/1): @tangming2005 @rstats_tweets I documented my move from blogdown+Hugo+Netlify here https://t.co/S5I0qfxYx8  [&#8618;](https://twitter.com/TaperaTinashe/status/1575151640579129349)

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> **Big Book of R (300+ free R programming books)** (@BigBookofR; 1/1): blogdown Creating Websites with R Markdown by Yihui Xie, Amber Thomas and Alison Presmanes Hill
> >
> https://t.co/Oej6NCsMLE
> #RStats  [&#8618;](https://twitter.com/BigBookofR/status/1575596438540599296)

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> **Andreas Handel** (@andreashandel; 1/0): trying to convert my hugo/blogdown/Netlify website to #quartopub  and can't get the 'aliases' thing to work (to map my old slugs). Anyone know of a tutorial/example? @andrewheiss @minebocek @thomas_mock  [&#8618;](https://twitter.com/andreashandel/status/1575546867894849536)

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> **tidyverse tweets** (@tidyversetweets; 1/0): R blogdown::build_site does not generate any files in the public folder #tidyverse #rstats https://t.co/aQJGrbSNvu  [&#8618;](https://twitter.com/tidyversetweets/status/1574124855653548033)

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# bookdown

> **Solomon Kurz** (@SolomonKurz; 288/46): The 0.3.0 version of my translation of McElreath’s *Statistical rethinking (2nd ed)* into #brms and the #tidyverse is up!
> >
> https://t.co/8elgCVrhAA  [&#8618;](https://twitter.com/SolomonKurz/status/1575140852657168387)

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> **Servo🇨🇭** (@servokunineu; 13/0): 時系列データ分析の授業の教材(無料)がこれ↓なんだけど、英語が苦手は僕でも比較的読めやすいと感じるからおすすめかもしれない
> >
> Forecasting: Principles and Practice (2nd ed) https://t.co/slpQOivLGn #rmarkdown #bookdown  [&#8618;](https://twitter.com/servokunineu/status/1574068577321172994)

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> **micha06de** (@micha06de; 5/2): Remarkable! Excel was yesterday ‼️😀.
> >
> »The entire book is written in R Markdown, using RStudio as my text editor and the bookdown package to turn a collection of markdown documents into a coherent whole. The book’s source code is hosted on GitHub, at https://t.co/3aSa7L9esg.« https://t.co/7SMemtELR6  [&#8618;](https://twitter.com/micha06de/status/1574033902129369089)

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> **Future Internist** (@Emmanuelmiiro25; 4/5): Medical students interested in learning how to do meta-analysis in R (a free statistical software), this is for you.
> >
> https://t.co/SdpY29wOf6  [&#8618;](https://twitter.com/Emmanuelmiiro25/status/1575535951111225344)

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> **Chris Beirne** (@Chris_Beirne; 4/0): @masonfidino Amen! Can I steal this tweet for a bookdown I am working on? 🤣 https://t.co/HhhjyJ97YY  [&#8618;](https://twitter.com/Chris_Beirne/status/1576068823526301696)

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> **Daphne Virlar** (@dvirlar2; 3/1): @rjogallagher @rstudio @rmarkdown My team’s bookdown training document utilizes many child Rmarkdowns! It helps keep things organized, and helps us avoid having to look at massive walls of texts for some of our thicker chapters.  [&#8618;](https://twitter.com/dvirlar2/status/1574852824495583232)

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> **Navin Niish** (@navin_niish; 2/0): Free R Programming Book : https://t.co/JFNwZAGowJ  [&#8618;](https://twitter.com/navin_niish/status/1576082035357061120)

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> **ysaito** (@ysaito8015; 2/0): しばらくかかりきりだった bookdown で特定の Rmd がビルドできない問題が解決
> でも、なぜそれで解決するのかはわからないまま
> モヤモヤ  [&#8618;](https://twitter.com/ysaito8015/status/1575427213134073856)

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> **Peter Higgins** (@ibddoctor; 2/0): @dsquintana @dougaparry @PsyTeachR another stab at this - with pictures
> https://t.co/FAblxMY9ot  [&#8618;](https://twitter.com/ibddoctor/status/1574434204678397973)

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> **tidyverse tweets** (@tidyversetweets; 1/2): How to use HTML for reusable styled boxes in Bookdown #tidyverse #rstats https://t.co/SyPJhaVaNR  [&#8618;](https://twitter.com/tidyversetweets/status/1575799017195331584)

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> **tidyverse tweets** (@tidyversetweets; 1/2): Bookdown Interactive Viewer #tidyverse #rstats https://t.co/PtqlacZCMj  [&#8618;](https://twitter.com/tidyversetweets/status/1575078144192569345)

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> **tidyverse tweets** (@tidyversetweets; 1/1): How to wrap text around images in Bookdown when exporting to epub? #tidyverse #rstats https://t.co/i7qQR2bP2T  [&#8618;](https://twitter.com/tidyversetweets/status/1575940980800471041)

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> **Fábio C. Barrionuevo ❁** (@luzfcb; 1/0): @BeaMilz @baruqrodrigues Massa demais. A uns 2 anos atrás eu estava escrevendo uma plataforma de publicação de livros que usava bookdown por baixo dos panos. Eu tinha muitos pontos de dor, e impossibilidade de configuração/layout dos formatos gerados e etc.  [&#8618;](https://twitter.com/luzfcb/status/1576228256532963328)

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> **Alan Haynes** (@aghaynes; 1/0): @RPy_DataScience You can use latex syntax https://t.co/wpkbw9UFLP https://t.co/rKjQR6Wzkp  [&#8618;](https://twitter.com/aghaynes/status/1575474649932206082)

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> **ysaito** (@ysaito8015; 1/0): bookdown むずかしい  [&#8618;](https://twitter.com/ysaito8015/status/1575431211513790464)

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> **Karol 卡羅爾** (@Karol_Flisik; 1/0): 8. Konferencja "e-Technologie w Kształceniu Inżynierów" organizowanej przez Politechnika Gdańska i Akademia Górniczo-Hutnicza w Krakowie za nami🔥 Opowiadałem o interaktywnym podręczniku opartym o R-Bookdown. #etee #agh #pg #bookdown #r https://t.co/BDIKxSmNjn  [&#8618;](https://twitter.com/Karol_Flisik/status/1575026788610101248)

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> **Mickaël CANOUIL** (@MickaelCanouil; 1/0): @eeholm @rappa753 @quarto_tweets Note: contrary to Quarto/{bookdown} cross-reference, the reference does not add a prefix.
> Also I used "\ref{}", "\eqref{}" also works depending on the display you want.  [&#8618;](https://twitter.com/MickaelCanouil/status/1574719258424123393)

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> **Paul C. Bauer** (@p_c_bauer; 1/0): Material from a recent intro R-workshop in Jena (I didn't get through everything!): https://t.co/JoGXrV7RQN  [&#8618;](https://twitter.com/p_c_bauer/status/1574714467689996288)

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> **Olivier Nocent** (@oliviernocent; 1/0): @frdblnch made with #bookdown https://t.co/5fLfRsrn2B  [&#8618;](https://twitter.com/oliviernocent/status/1574129657544265728)

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> **tidyverse tweets** (@tidyversetweets; 0/1): Embed H5P from Wordpress to R Bookdown #tidyverse #rstats https://t.co/I68Eq9ir2Z  [&#8618;](https://twitter.com/tidyversetweets/status/1575413151914463232)

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> **tidyverse tweets** (@tidyversetweets; 0/1): How to integrate bookdown/thesisdown with local university LaTeX template? #tidyverse #rstats https://t.co/wAR7ls9nsE  [&#8618;](https://twitter.com/tidyversetweets/status/1574964184181223427)

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> **Shingo Nakazawa** (@shnakazawa; 0/1): Explore, explain, and examine predictive models with examples in R and Python! | Explanatory Model Analysis https://t.co/NEwyadBDnZ #rmarkdown #bookdown  [&#8618;](https://twitter.com/shnakazawa/status/1574567478365417475)

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> **Yohei** (@he_yy; 0/1): Meta analysis のパッケージを探していたら、書籍丸ごとBookdown で読めた。感激
> https://t.co/6YNfeMfMql  [&#8618;](https://twitter.com/he_yy/status/1574438179092168704)

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# knitr

> **R Markdown** (@rmarkdown; 31/6): Learn to use R in LaTeX to create dynamic documents with Overleaf and Knitr. by @citedrive https://t.co/gBIkjjE7kn #rstats #overleaf #texlatex #knitr  [&#8618;](https://twitter.com/rmarkdown/status/1575810313269964800)

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> **Danielle Navarro** (@djnavarro; 12/0): Aha! A knitr specific solution:
> >
> attr.source='.numberLines startFrom="61"' https://t.co/K15v0EWSpf  [&#8618;](https://twitter.com/djnavarro/status/1574572041730396160)

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> **Stan Oklobdzija** (@stan_okl; 11/0): Shout out to all the people who wrote knitr. As someone who basically went straight to Rmarkdown, I had no idea things were this garbage.  [&#8618;](https://twitter.com/stan_okl/status/1574579851696054272)

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> **Manny Ma ⚯͛ ⚕** (@ManuelMaMD; 2/0): @Transigence @JockeRider199 @ujjwalscript I started with R then used shiny which lead me to use sql and while on knitr that lead me into the rabbithole of css and html….. i want to learn python someday but i guess i have enough tools for now  [&#8618;](https://twitter.com/ManuelMaMD/status/1575994519606087680)

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> **Dr. Catalina Zavala** (@DrCZavala; 2/0): @MickaelCanouil @RussellSPierce @quarto_pub Thank you for that knitr function! I also just noticed that the default format for the chunk header in Quarto (generated by code chunk menu options) is the same knitr format that I learned from R Markdown. Looks like using YAML-style is truly optional.  [&#8618;](https://twitter.com/DrCZavala/status/1575663043643510784)

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> **Garrick Aden-Buie** (@grrrck; 2/0): @charliejhadley Answer: in Rmd/knitr two newlines are needed
> >
> # Heading
> paragraph
> >
> - bullet 1
> - bullet 2
> >
> ## heading 2  [&#8618;](https://twitter.com/grrrck/status/1575300951111614464)

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> **Michael Schramm 💧📊** (@MPSchramm; 1/3): Do other Windows #rstats users run into rmarkdown/pandoc creating these nul files when knitting a pdf fails?  They are kind of a pain to delete. Quick github search didn't find issues, but I'm not sure where in the workflow rmd -&gt; knitr -&gt; pandoc -&gt; tex this is generated. https://t.co/P3KXNIA6ez  [&#8618;](https://twitter.com/MPSchramm/status/1575511425405095939)

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> **Elio Campitelli** (@d_olivaw; 1/2): Hey, #rstats tweeps. Is there any way of a knitr chunk to access chunk options from the previous chunk? That is, without naming the chunk, just by the order. 
> (use case: reusable code that does something based on the previous chunk)  [&#8618;](https://twitter.com/d_olivaw/status/1575500494625460227)

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> **Mickaël CANOUIL** (@MickaelCanouil; 1/0): @DrCZavala @RussellSPierce @quarto_pub The yaml-style option is also compatible with {knitr}/{rmarkdown}.
> And there is `knitr::convert_chunk_header()` to convert from one style to the other.
> Pretty useful when wanting to switch to #QuartoPub and embrace YAML.
> https://t.co/kDJkyzxCKC  [&#8618;](https://twitter.com/MickaelCanouil/status/1575004122591670272)

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> **👻🎃 Andrew Friiights 🧛👻** (@andrewheiss; 1/0): @realHollanders @bmwiernik Actually that's not *quite* correct (wasn't at my computer). You can set it in pdf → knitr → opts_chunk → dev (and you can also make it so quarto uses Cairo PNGs, which correctly use the DPI argument) - code here: https://t.co/zPK6vItKaI https://t.co/sZo5JGKFMr  [&#8618;](https://twitter.com/andrewheiss/status/1574059625976045569)

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# tinytex

> **Acer VanWallendael** (@acer_aceae; 15/0): I am 85% certain I don't need this many packages to knit my CV in rmarkdown. WHAT IS HAPPENING
> >
> If reinstallation fails, try install_tinytex() again. Then install the following packages: https://t.co/ZHJEdCPkny  [&#8618;](https://twitter.com/acer_aceae/status/1575865368018849792)

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> **CRAN Package Updates** (@CRANberriesFeed; 1/2): CRAN updates: EFAtools IDSL.IPA IDSL.MXP iheiddown migraph rocbc RPresto tinytex #rstats  [&#8618;](https://twitter.com/CRANberriesFeed/status/1574670770554511363)

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> **Acer VanWallendael** (@acer_aceae; 1/0): Okay, I figured something out. If you get 
> "Undefined control sequence. &lt;argument&gt; @{} &gt;{\raggedright \arraybackslash }p{(\columnwidth - 0\tabcolsep... l.376 ...width - 0\tabcolsep) * \real{0.0556}}@{}}" 
> >
> add \usepackage{tabularx} to your .tex template
> >
> don't listen to tinytex  [&#8618;](https://twitter.com/acer_aceae/status/1575875218265907200)

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# xaringan

> **Martine Jansen** (@nnie_nl; 16/1): Trying my luck with a #quarto #rstats presentation for our next #RLadies boookclub session, I discovered (thank you @alehsegura13) @BeaMilz made a very nice adaptation of the RLadies #xaringan theme as an extension for quarto: https://t.co/B6MrgVPBNd  [&#8618;](https://twitter.com/nnie_nl/status/1576226871045652481)

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> **#rstatsvideo 🤖** (@rstatsvideo; 4/3): 📺 New #rstatsvideo: R-Ladies Xalapa. Introducción al paquete Xaringan
> ▶ R-Ladies Xalapa (@RLadiesXalapa)
> #rstats
> 🔗 https://t.co/ji11g3dlaZ  [&#8618;](https://twitter.com/rstatsvideo/status/1575116315215515649)

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> **Deck 𓂀** (@Deck_psy; 1/1): Desbloqueiei o xaringan  [&#8618;](https://twitter.com/Deck_psy/status/1574032253008609282)

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> **logneoduck** (@logneoduck; 1/0): @typedfemale xaringan
> but i’m huge R person so it fits into my workflow well (ie, generate the graphs and such with R / ggplot in code chunk of presentation document, or just reference variable for it in memory created in other code document etc). 
> think it uses reveal.js under the hood  [&#8618;](https://twitter.com/logneoduck/status/1574869183669608467)

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