#rstats

Laura Ellis (@LittleMissData; 1828/300): WOW. Easy and pretty, on #data labelling with the #rstats geomtextpath pkg! 📦

ggplot() +
geom_textline()
geom_textdensity()
geom_textsmooth() https://t.co/mUkGgpSzbs https://t.co/p1vkdHtp2h ↪

Vincent Arel-Bundock (@VincentAB; 749/133): {marginaleffects} 0.3.0 for #Rstats is out! It’s a 1-stop shop to compute and plot predictions, contrasts, marginal effects, and marginal means. It supports 46 model types, including bayes {brms}, panel {fixest}, and most popular statistical models in R. 🧵https://t.co/OwBLCPfQGf https://t.co/IkTnHZTjlh ↪

Julia Silge (@juliasilge; 273/51): I’ve been working on a new #rstats package for MLOps tasks! It’s called vetiver🏺and it currently has support for versioning, publishing, and deploying fitted models.

If you are an early-adopter type, take a look! 👀

https://t.co/6WW4qDaHjs ↪

Austin L. Wright (@austinlwright; 257/34): Four years ago, I launched a program at @HarrisPolicy to make programming in #RStats and causal inference more accessible. Leading the program has been one of my most fulfilling experiences at @UChicago.

If you or a student #R interested, here’s the link: https://t.co/OZEq2aKzMr https://t.co/1vCutM6Kce ↪

Rosana Ferrero (@RosanaFerrero; 237/72): Hace un tiempo construí estas guías rápidas en español para quienes comienzan con #Stats, #DataScience y #RStats. Espero sean de ayuda🖖 Feliz viernes!
Puedes descargarlas gratis desde RStudio Cheatsheets o desde la web de la empresa en la cual trabajo.
https://t.co/5ohA7vW6nF https://t.co/aZsCPdYnvN ↪

Matt Dancho (Business Science) (@mdancho84; 214/45): If you want to learn #R, learn the packages in this #cheatsheet. These are my 80/20 tools. https://t.co/04sN4y8WPe

#rstats #datascience https://t.co/6iZgMSzlaG ↪

Dr. Dominic Royé (@dr_xeo; 202/30): Today we have a closer look at the inequality of Greater #Paris. The data is based on small areas (called IRIS) but I mapped in each spatial unit the corresponding buildings. #rstats #dataviz https://t.co/DjPQCsXgGm ↪

Nihilist Data Scientist (@nihilist_ds; 196/32): Our model wasn’t bad after all, we were just using the “wrong” loss function! #rstats #pydata #datascience https://t.co/Q7Lb9r6agS ↪

R posts you might have missed! (@icymi_r; 194/39): 📚📊🧹 Statistical rethinking with brms, ggplot2, and the tidyverse: Second edition

👤 Solomon Kurz @solomonkurz

🔗 https://t.co/3lzwJwwu0R
#rstats #datascience ↪

blogdown

R posts you might have missed! (@icymi_r; 42/14): 📺 R Blogdown Tutorial: Introduction - YouTube

👤 Jennifer Sloane & Tehilla Ostrovsky

🔗 https://t.co/5rEdAiwh5q
#rstats #datascience ↪

Gavin Fay (@gavin_fay; 21/1): Inspired by a kind email this week, I updated our #bookdown lab-manual (https://t.co/Omf9cOqXko) today to automatically render & deploy the site when commits are made to the repo using Github actions. Very cool.
https://t.co/ak7d2RH4sV #rmarkdown #bookdown ↪

Samuel Taylor (@SamwiseT; 9/1): A stranger on the internet told me I don’t exist if I don’t have a website, so I made one! https://t.co/fTc6zOJCq5. $20 for the domain and the rest was open source using the blogdown package in R. If you like the design, DM me with ideas for a fun page :) ↪

Doc (@darkwing_doc; 5/0): Auf dem neuen Computer blogdown installiert und dann geht die Homepage nicht mehr 🙃
ABWÄRTSKOMPATIBILITÄT -!!12!!2 ↪

tidyverse tweets (@tidyversetweets; 2/2): How to use Netlify identity widget in R blogdown #tidyverse #rstats https://t.co/Bct4XLRc2J ↪

Doc (@darkwing_doc; 2/0): Die neuen blogdown-Funkionen sind schon cool. Jetzt auch mit bibtex-Export der Publikationen ↪

Chen Xing (@chenjxing; 1/3): How to use Netlify identity widget in R blogdown - Stack Overflow #rstats #blogdown #netlify https://t.co/LtRjpZPikO ↪

tidyverse tweets (@tidyversetweets; 1/2): Hugo params in Blogdown; site_logo and custom fonts #tidyverse #rstats https://t.co/AtiPYTV9wU ↪

Jason Becker (@jsonbecker; 1/0): @NoelleMidnight Yeah, I’ve used Hugo from the pre-blogdown days, but it’s a great option. I don’t write much about code, which reduced my interest in blogdown in general. ↪

Johnny Tommy (@johnny_stats; 1/0): My new year’s resolution is to actually beef up my data twitter, maybe even a blog. Time to install.packages(“blogdown”) ! ↪

Lincoln M. Tracy (@lincolntracy; 1/0): @gemmasharp11 I know a lot of academics use themes through the blogdown package in R. My current website is built through Hugo (https://t.co/sSOWrY7zDu). Good luck! ↪

tidyverse tweets (@tidyversetweets; 0/1): How to center an image using blogdown? #tidyverse #rstats https://t.co/XPwgEtumfw ↪

bookdown

scott cunningham (@causalinf; 141/11): Updating the part of my slides where I discuss folder structure. I still can’t wrap my head around a new generation of students that don’t use hierarchical folder structure. Here’s a page in R to help you. https://t.co/5V78TlKMCU ↪

Tom Mock (@thomas_mock; 26/1): @dgkeyes Slide 23: https://t.co/SDVG1URPdH

Code + Video: https://t.co/ayACR7gxQy

Ex rmd: https://t.co/P67dQq04oa

OR

RMarkdown cookbook example with a loop:

https://t.co/9E7jnXoiUO ↪

Chris Holdgraf (@choldgraf; 13/0): @gvwilson 💯

Do you believe that such a system would need to be totally different from what Latex is, and not simply a more modern incarnation of the same ideas? (e.g. I feel like bookdown/quarto/jupyterbook are all leaves on the same tree, but maybe we need a new tree?)

cc @rowancockett ↪

🍎TAKEbayesHIデジタル人間🦖 (@psycle44; 8/2): @asarin @KunisatoY https://t.co/t1hR5Tc6w8 ↪

itcrtraining (@itcrtraining; 7/2): The Intro to Reproducibility course is for researchers who know how to write R or Python scripts but do not have formal training in computing.
It’s available as a Bookdown:
https://t.co/o5SdqTEsua
And on Coursera for certificate: https://t.co/hK2muckDj3 ↪

James Borders (@jamescborders; 5/0): @MicahEHirsch I found the translation to the brms & tidyverse packages to be really helpful (https://t.co/sGZZ02Llov). The syntax in brms is similar to lme4 if you’re familiar with that, and there’s a ton of support for brms online. ↪

Emmanuel M. Rolon (@EmmanuelmRolon; 4/2): Para los que sufren con sus clases de econometría les dejo esta super recomendación: Notas de Microeconometría Aplicada de Arturo Aguilar, Investigador del @EconomiaITAM_. Se tocan temas desde estadística descriptiva hasta inferencia causal. 👇

https://t.co/AeAievnTp8 ↪

itcrtraining (@itcrtraining; 4/1): The follow up course: Advanced Reproducibility in Cancer Informatics is for individuals who have either taken the intro course or are mildly familiar with GitHub.
It’s available as a Bookdown:
https://t.co/hU0oqjaCHE
And on Coursera for certificate: https://t.co/PN1n4dJeXO ↪

Leyla Nunez (@leynu_; 4/1): Big Book of R https://t.co/RZfCDjGBxr #rmarkdown #bookdown A great resource 💪 @OscarBaruffa What about “R in action” book? I think a new edition is on its way this year. ↪

Lewis 𝙈𝙖𝙮𝙡𝙞𝙣𝙜 🚔 (@lewis_mayling; 4/0): @dgkeyes Like this

https://t.co/zQ3pqyibxw ↪

One & Only (@Omarmarketanci; 3/1): Chapter 5 The Main 19 System of the Full Text of Quran | Reproducible Miracle https://t.co/4zvO21xCa0 #rmarkdown #bookdown ↪

Colin Madland, PhD(c) (@colinmadland; 3/0): @_valeriei @xolotl @hypothes_is @bookdown_io @EdtechUVic Not the first time, but also nice to be able to collaborate in the context of #edci338. Seems to me that social tools like @hypothes_is can be useful for learning and growing one’s #PLN … but maybe that’s just me 😉 ↪

Will Ball (@WillBall12; 3/0): Made with the following code (adapted from @SolomonKurz excellent bookdown book based on the course

https://t.co/41roAh49lx https://t.co/6VLDFNMLew ↪

julesh supports UCU action (@julesh; 3/0): I installed R in order to build bookdown locally https://t.co/KgbV7qayuy ↪

Elliot Meador (@Elliot_Meador; 2/3): I really appreciate all the new open-source #datascience books being self-published with {bookdown} and other tools. I do wish there was a magic button I could click that would allow me to buy a hard copy directly from the author - no publishers involved. #Rstats ↪

Paul C. Bauer (@p_c_bauer; 2/2): First API review 2022! Media cloud API (> 25,000 media sources) by @chainsawriot https://t.co/ahumAzi2J3 ↪

Nate Angell (@xolotl; 2/0): @colinmadland @_valeriei @hypothes_is @bookdown_io @EdtechUVic I don’t think you are alone 🤪 ↪

Nate Angell (@xolotl; 2/0): @colinmadland @hypothes_is @bookdown_io @EdtechUVic Wow!!! That looks fantastic! Let me know if it would help for me to participate in any way. ↪

Austin Thompson (@SLPAustin; 2/0): @drahilger @MicahEHirsch Is this what you’re referring to, @drahilger?

https://t.co/kwu7wLjzp4 ↪

Solomon Kurz (@SolomonKurz; 2/0): @jamescborders @MicahEHirsch For the ebook, use this link instead: https://t.co/8elgCVrhAA ↪

Eyayaw Teka Beze (@EyayawBeze; 2/0): @_bcullen (ref:long-cap) A really long long ……. ….. long caption

```{r plot, fig.cap="(ref:long-cap)"}
```

https://t.co/UCM2IF9Duc ↪

Paulo Barros Jr 🐦🐸📸🧬🖥️ #VaccinesWork #UseMask (@pbarrosjr; 1/3): Uma porrada de livros sobre diversos tópicos em #DataScience com #Rstats completamente gratuitos. Viva o #bookdown !! https://t.co/F8A1UtlCpH ↪

Naim Rashid (@naimurashid; 1/1): The bookdown link below is a great resource that goes into how one can incorporate reproducible research elements into their computational workflows 👇 https://t.co/AKwxXiMbi9 ↪

Lino Galiana (@LinoGaliana; 1/0): @gvwilson @RLesur @choldgraf @rowancockett @paged_js @OlivierMeslin and @RLesur proposed an implementation that could be interesting for #jupyterbook or #bookdown. This is a button that prints a nicely formatted PDF of the chapter. Everything is based on #pagedJS and CSS rules. 3/ ↪

Nate Angell (@xolotl; 1/0): @colinmadland @hypothes_is @bookdown_io Yay! What are you working on? ↪

Colin Madland, PhD(c) (@colinmadland; 1/0): @xolotl @hypothes_is @bookdown_io @EdtechUVic Not sure I want to just throw out the link, but there’s an invite to a group in H. in the Week one update… ↪

Colin Madland, PhD(c) (@colinmadland; 1/0): @xolotl @hypothes_is @bookdown_io Got it…

• added includes.html with <script src="https://t.co/vzyFqFU3DJ" async></script>
• then the yaml in the attached image https://t.co/2n7l3Z26UH ↪

Colin Madland, PhD(c) (@colinmadland; 1/0): @xolotl @hypothes_is @bookdown_io https://t.co/NyHkqBhTyT for @EdtechUVic ↪

Dr. Valerie Irvine (she/her) (@_valeriei; 1/0): @xolotl @colinmadland @hypothes_is @bookdown_io @EdtechUVic Nice to see you two connecting :) ↪

Andres Gannon (@AndresGannon; 1/0): @lockhartm Check package install of bookdown, but this is what I have in my .Rmd YAML that allows knit directly to word doc

site: bookdown:bookdown_site
bookdown::word_document:
toc: no
toc_depth: ‘5’ ↪

Gavin Fay (@gavin_fay; 1/0): I might write up how I went about doing this, but I highly recommend the “Github Actions for R” book linked above & also this post by @matteo_delucchi:
https://t.co/2ME1WxsKYJ ↪

Aimee Schwab-McCoy (@AimeeSMcCoy; 1/0): @thomasgwong Could you convert it to web format using {bookdown} and self-host? Lots of open access stats and data science content is posted this way.

https://t.co/w0kEUIktEA ↪

Adham Ashton-Butt (@Adhamab90; 1/0): @OrlyRazgour Loading raster and vector files into R, setting and transforming CRS’, clipping shapefiles by polygons, and extracting raster data for points? This resource is great. https://t.co/p0eGMQHZGY › geocompr
Geocomputation with R - Bookdown ↪

Deemah 🇺🇦 🇳🇴 🇸🇪 (@dmi3k; 1/0): Pretty cool “Sufficient Introduction to R” bookdown project by @D_Sonderegger
https://t.co/s5IE88xIts ↪

Sébastien Rochette (@StatnMap; 0/4): ❓Are you looking for @gitlab Pages to work like GitHub by storing and publishing your outputs in a branch like “gh-pages” for multiple published versions ?
👉 You can use: https://t.co/h26av9l6sn
➡️ Exemple with #rstats #bookdown deployed for each branch: https://t.co/BNuAJkKc4B ↪

tidyverse tweets (@tidyversetweets; 0/1): Script for interactivity in bookdown::bs4_book vs bookdown::gitbook #tidyverse #rstats https://t.co/Hyf2QRF83Z ↪

tidyverse tweets (@tidyversetweets; 0/1): How to manually create a simple table and present it with knittr:kable in R Markdown (more precisely: in Bookdown)? #tidyverse #rstats https://t.co/YIA4ZcvbUI ↪

knitr

Shannon Pileggi (@PipingHotData; 124/22): New post from @xieyihui with #RStats 🧶knitr updates, including awesome
✨comment
✨verbatim
✨embed
engines for chunks 🎉
https://t.co/qqlembNQKH https://t.co/381sEvwZUn ↪

Christophe Dervieux (@chrisderv; 38/12): Curious about what are the latest NEWS from #knitr ?
Read this #rstats blog post about the last additions we’ve made into the recent released versions. I bet the new engines will help a lot of #rmarkdown users !
https://t.co/EqOrKxhVN1 ↪

Maëlle Salmon (@ma_salmon; 18/5): “News from knitr v1.35 to v1.37: Alternative Syntax for Chunk Options, and Some New Engines” by @xieyihui

Nice features & nice summary!

https://t.co/J6kaZgqSgS

#RStats #RMarkdown https://t.co/wyqlQKb9x8 ↪

Vebash (@Sciencificity; 16/4): New #RStats code snippet on how you may convert an R file into an RMarkdown (Rmd) file is now up on my blog.
You use knitr::spin() to get it done.
Link: https://t.co/2F3ngopkZB, click on code snippet card to get to the GitHub page showing some examples. https://t.co/bLZkTaTsEc ↪

RStudio (@rstudio; 16/1): New on @xieyihui blog - news from knitr v1.35 to v1.37: alternative syntax for chunk options and some new engines
https://t.co/F4v9EuEX3E https://t.co/o332HfQlxw ↪

Francesco Papalia (@FPapalia; 9/3): If RColorBrewer and knitr had a baby… #RStats #statstwitter #epitwitter @xieyihui @rstudio @hadleywickham @apreshill @CardiacJoshi @NayAungMD @kfungkk @f https://t.co/lO3KiYL27W ↪

Karina Bartolomé (@karbartolome; 3/0): Acabo de actualizar {knitr} solo por esto https://t.co/3t9jlgvBWW ↪

Asier Moneva (@crimoneva; 1/3): Can’t wait to try this out!
#rstats
#markdown
https://t.co/ECaSyeM75P ↪

Abhijit Dasgupta (@webbedfeet; 1/2): I may have been late to the party, but these recent changes in knitr are quite useful and nice #rstats

https://t.co/EsYun44agq ↪

Masatoshi Katabuchi (@mattocci; 1/2): knitr::opts_chunk$set(collapse = TRUE, comment = “#>”)
#rstats https://t.co/Fyf7FmluTt ↪

atusy (@Atsushi776; 1/0): @eitsupi 888
一先ず目標の時間には収まった感じですねー。
今回の場合、github_documentなので、knitr::knitだけでmarkdown化してpandocいらないようにRmdファイルを調整をすればスピードアップを見込めそうに思います。 ↪

Dr. Robert M Flight (@rmflight; 1/0): @GKountourides Set your custom figure size, figure device, and resolution (if using PNG) in a setup chunk

knitr::opts_chunk$set(dev.args = list(png = list(type = “cairo”, res = 300)), fig.height = 6, fig.width = 8) ↪

Joseph Bulbulia (@go_bayes; 1/0): @OlinoTom I recently discovered it is possible to use TikZ within knitr, see @andrewheiss’s blog here: https://t.co/wHNo9yA2SJ ↪

tidyverse tweets (@tidyversetweets; 0/1): knitr not aligning figures to center when image is expanded (.pdf document) #tidyverse #rstats https://t.co/zrcN0Hlvyq ↪

tidyverse tweets (@tidyversetweets; 0/1): knitr::include_graphics() disables slide break operator (—) in xaringan #tidyverse #rstats https://t.co/NEMLYTx1W9 ↪

tidyverse tweets (@tidyversetweets; 0/1): pvar model summary: Knitr tables are shown as one column, cannot add p-values in parenthesis #tidyverse #rstats https://t.co/lw6pK2XhUi ↪

tinytex

Stijn Masschelein (@SMasschelein; 1/0): @nj_tierney The TinyTex package for R has this functionality. Comes in really handy. ↪

xaringan

Christian Gebhard (@c_gebhard; 6/4): Preparing for a scientific conference and need to drop an important name/publication on the slide to backup your claim?

Happy to share the first release of the #Rstats 📦 ’namedropR’.

Code: https://t.co/CbGiWqonR8

Feedback very welcome!
#xaringan #rmarkdown #bibtex ↪

Stefano Coretta 🌍 (@StefanoCoretta; 3/0): @ThomasPellard @ctdicanio @onosson Now it is, with this package: https://t.co/dIlNo3OAeb (haven’t tested it with xaringan yet but should work out of the box) ↪

Ted Laderas, PhD 🏳️‍🌈 (@tladeras; 3/0): In the “But I’m actually working!” news, I managed to spin up a digital ocean droplet with R/Rstudio to continue working on my xaringan slides from my teeny ipad while there.

A little rough, but it worked. ↪

Stefano Coretta 🌍 (@StefanoCoretta; 2/0): @ctdicanio xaringan all the way 😁 ↪

Nikita V Muravyev (@MuravyevV; 2/0): Made simple webpage for our lab using #postcards package and memorial presentation about Yurii Frolov using #xaringan. Check it on https://t.co/UPMFSA7huz ↪

tidyverse tweets (@tidyversetweets; 1/2): Problem with displaying equation with a colorful background with Xaringan #tidyverse #rstats https://t.co/cibvnbkBI1 ↪

vica (@nightsrm; 1/0): @chasekookie toda vez q eu escuto essa música eu escuto “brota na minha casa e eu vou te dar um xaringan” e eu ficava (?) agora q eu vim descobrir q eh chá KKJKJKSJSKS ↪

Thomas Pellard (@ThomasPellard; 1/0): @ctdicanio @onosson @StefanoCoretta Xaringan is cool! You can embed animated gifs, videos, etc., and of course you can show R code, etc. BUT it’s not easy to produce a bibliography or examples with inter linear glosses ↪

Sky Onosson (@onosson; 1/0): @ctdicanio @StefanoCoretta Lately, I feel like some flavour of Markdown might be superior for many purposes. Or maybe it’s just because that’s how I do most of my note-taking and planning these days.

EDIT: Ok, looks like I need to check out xaringan! ↪

Justin Nix (@jnixy; 1/0): For now I’ve only got the first few lectures up, as it’s taking me a bit of time to update and convert my old material from PowerPoint to Markdown. As an aside, I’m now using xaringan for presentations and I LOVE it.

https://t.co/Gj2X6eTZg5 ↪

tidyverse tweets (@tidyversetweets; 0/1): Xaringan interrupts numbering of numbered list across slides #tidyverse #rstats https://t.co/wlrwJugiG6 ↪

tidyverse tweets (@tidyversetweets; 0/1): Xaringan Extra misplaces scribbles when printing from Chrome as PDF #tidyverse #rstats https://t.co/3wJftfdV2n ↪

tidyverse tweets (@tidyversetweets; 0/1): is there a way to hide slide elements after displaying them in xaringan? #tidyverse #rstats https://t.co/8s8xY1WbkV ↪

yihui.name

yihong0618 (@yihong0618; 277/54): 就不总结了哈哈，因为喜欢读博客，分享两篇 2021 年读到的最触动的两篇文章：

1. 《软件工程是个面包机》 https://t.co/BSIwSY012n
2. 《关于 Yak Shaving》
   https://t.co/FjKVv4BXfm
   2020 年的两篇：
3. 《On Leaving》
   https://t.co/hjFwtc7Seq
4. 《万言万当，不如一默》
   https://t.co/BLHom91Z2y ↪

機器學習漁夫 (@yfw3u; 7/0): 是說我的部落格其實 95% 的設計構想是想弄的跟益輝大大一樣的風格。
https://t.co/EMDg3dYFaJ ↪

Alison Presmanes Hill (@apreshill; 5/1): @prisonrodeo @kearneymw this might help - I have empathy! https://t.co/uRLSpA71aR ↪

機器學習漁夫 (@yfw3u; 3/2): https://t.co/RRrecyHDBr ↪