How should you start a lit review? Use #litsearchr an #rstats package for automatically searching literature using text-mining and keyword co-occurrence networks. The code allows for reproducible science too! Work by @ElizaGrames https://t.co/BGD1lwSvXv https://t.co/7UD94TV56j

2021/09/12

#rstats

Matthew R. Helmus (@MRHelmus; 919280): How should you start a lit review? Use #litsearchr an #rstats package for automatically searching literature using text-mining and keyword co-occurrence networks. The code allows for reproducible science too! Work by @ElizaGrames https://t.co/BGD1lwSvXv https://t.co/7UD94TV56j

Tom Mock 💉💉🎉 (@thomas_mock; 556104): So excited to announce the initial release of {gtExtras}, a #rstats 📦 providing “extras for {gt} tables! > 🎉🎉🎉 > Includes: 💅 4 full themes 🛠️ 12 utility/formatting functions 📊 5 inline plot types 🎨 3 built in color tools > Thread below of functions: > https://t.co/1jEuVCJ8q1

Luka Negoita, PhD (@lukanegoita; 41095): 80% of R in one hour (for ecologists) > Happy Friday! Here’s a video tutorial I put together for my cheatsheet on the most important functions in R for ecologists. Enjoy! > https://t.co/qpapgPdjK7 > #rforecology #rstats #datascience #datavisualization #cheatsheet #tutorial #basics https://t.co/INZASRDMJK

Vincent Arel-Bundock (@VincentAB; 31286): Hey #RStats! I’d love feedback on my new experimental package to compute Marginal Effects. It’s a margins clone, but easier to support new models, faster (up to 400x for some use-cases), and with “tidy” output.🧵 https://t.co/OwBLCPfQGf

David Robinson (@drob; 30557): In my #rstatsnyc talk, I introduced dbcooper, which turns any database into an #rstats package 📦 > Great for creating internal company packages, or exploring a public database > Package: https://t.co/4So0E3snK9 Slides: https://t.co/DulgtqZwKp https://t.co/I9PprylHyv

R posts you might have missed! (@icymi_r; 20033): 📦📚🎓 rethinking • Statistical Rethinking course and book package > 👤 Richard McElreath @rlmcelreath > 🔗 https://t.co/81rXuh1LAl #rstats #datascience https://t.co/UsgiBC3bWC

Sourabh Singh Katoch (@SourabhSKatoch; 167102): Junior Developer doing a Task Vs. Senior developer doing the same task 🤣 > #DEVCommunity #MachineLearning #Python #IoT #flutter #AI #javascript #100DaysOfMLCode #womenwhocode #RStats #Serverless #CodeNewbie #DataScience #100DaysOfCode https://t.co/JXrVMqjqvz

Dr. Ganapathi Pulipaka 🇺🇸 (@gp_pulipaka; 144139): Free eBook: Deep Learning Roadmap. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://t.co/5Vvfu3wUnA https://t.co/vGEQXbNibh

Dr. Ganapathi Pulipaka 🇺🇸 (@gp_pulipaka; 131110): Best #Programming #Books for Every Coder in 2020. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Mathematics #Coding #100DaysofCode https://t.co/JucSFaK4Q3 https://t.co/TlHe9rcQ8z

Dr. Ganapathi Pulipaka 🇺🇸 (@gp_pulipaka; 12489): The Machine Learning, #DataScience, and #Statistics Books Reviews. #BigData #Analytics #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://t.co/n89oapAkFP https://t.co/mAsEocwMRw

Eastern Style (@EasternStyle1; 12090): Reconstructed with 3D printing.#Analytics #MachineLearning #AI #Python #Rstats #Reactjs #IoT #IIoT #Linux #Serverless #flutter #ML #javascript #TensorFlow #BigData #CloudComputing #SDGs #SmartCities #Cloud #SmartHome #5G #Robotics #100DaysOfCode https://t.co/RGBWUYALkj

Vaibhaw (@kr_vaibhaw; 93113): Regression analysis cheat sheet #DataAnalytics #MachineLearning #BigData #DataScience #IIoT #PyTorch #Python #RStats #TensorFlow #JavaScript #ReactJS #GoLang #CloudComputing #DataScientist #100DaysOfCode #Programming #Coding #flutter #opensource #DevOps #CyberSecurity @Sheraj99 https://t.co/elc44X2VeR

Ukkera (@PrUkkera; 90122): Senior problem-solving > #MachineLearning #dev #DataScience #code #Python #RStats #TensorFlow #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #WomenWhoCode #Programming #Coding #flutter #opensource #DevOps #DEVCommunity #dev #tech > https://t.co/GZ2rdYTC2S

blogdown

R posts you might have missed! (@icymi_r; 2913): 🖥📺 Paul’s reimagined journey: Making a blogdown website with Hugo Apéro - YouTube > 👤 Alison Presmanes Hill @apreshill; Paul Villanueva @pommevilla
> 🔗 https://t.co/4nOjYAKIHq #rstats #datascience

Sebastián Ayala Ruano (@sayalaruano; 278): I hesitated to create a personal webpage due to my little experience in web 💻, but the #blogdown #rstats 📦 made this process fun and easy. > The result: https://t.co/f7vaY5q0TT > Thanks to all the developers, especially @apreshill for creating the #hugoapero theme. Amazing work!

James Robbins (@JamesRRobbins; 180): New website! Using the blogdown 📦in R, with the academic Hugo theme. I’ve really enjoyed getting to grips with this, and will post a few blogs and new project details soon. In the mean time, check out the short post on 3D visualisation of bathymetry! https://t.co/kaLot2XjyP

Gordon Shotwell (@gshotwell; 63): Lazyweb: I want to move my blogdown site to better architecture, does anyone have something great I can copy? #RStats

Tom Mock 💉💉🎉 (@thomas_mock; 60): @gshotwell @lpaikousis hugodown was largely merged capabilities wise into blogdown. > https://t.co/SCxLsIKEsz

Silvia Canelón (@spcanelon; 51): @gshotwell @lpaikousis You might like to check out @ma_salmon’s hugodown website & her ⭐️ content about creating/maintaining websites w #RStats > Blog post: What to know before you adopt Hugo/blogdown https://t.co/WuNH5avm0q > Workshop for @RLadiesJozi covering distill + hugodown https://t.co/Lc4pxiuw5a

Sam Parsons (@Sam_D_Parsons; 50): hugo academic is great. Until you need to update something. Or something else updates, like R, or blogdown. Starting from scratch every time is not a fun option :( https://t.co/G6MG9yEDjA

Shannon Pileggi (@PipingHotData; 40): @gshotwell if you want to keep with blogdown, i’ve seen a lot of beautiful sites recently with @apreshill’s hugo apero https://t.co/6MGMJPJ9Xo, and @spcanelon documented her migration to apero https://t.co/3wnUlHdhwD

Shannon Pileggi (@PipingHotData; 40): @gshotwell my site built is with distill and automatically deploys through netlify, and i find it so much easier than when i first tried with blogdown a few years ago. here’s a comparison https://t.co/wgkS0rzetQ

Danielle Navarro (@djnavarro; 21): @KellyBodwin @apreshill my four main sites are… eclectic > work: - custom theme - uses hugodown - deployed to github > personal: - apero theme - uses blogdown - deployed to netlify > blog: - distill site - deployed to netlify > art: - another custom theme - uses hugodown - deployed to github > ¯_ (ツ)_/¯

Maëlle Salmon (@ma_salmon; 20): @spcanelon @gshotwell @lpaikousis @RLadiesJozi Thank you! I gave this tutorial at @RLadiesBLR and that time I chose blogdown. I had some slides about both https://t.co/VjObQnmk7A

Yohan J. Rodríguez (@hasdid; 11): #R #Automated | {blogdown} 1.5 https://t.co/tFXs1uCaEM

Syndestad (@Syndestad; 10): So, when I told my brother I wanted to make a website in R, he responded “Just because you CAN does not mean you should”. Well, i did it anyway. It was fun. > Thanks to @RLadiesBergen (Blogdown) and @RLadiesTunis (Apèro) that showed me how , it is now up and running. 😀 [↪](https://twitter.com/Syndestad/status/1436834890121687042)

🍐TAKEbayesHI🦖 (@psycle44; 10): blogdownがポシャる問題を克服するぞ。修行するぞ。

Matt Worthington (@mrworthington; 10): @we_love_ji @ethantenison For example, this was built with {blogdown} using a theme designed by @apreshill. https://t.co/ds6P0EGnbm

Amanda Hernan (@a_neurophile; 10): @estef_azevedo Made my own with rstudio/blogdown and @netlify! Super easy to build and maintain.

Lauren Yee 🦇👩🏻‍💻🌈 (@EcoLaurenY; 10): @dkwiens I did jekyll and gh pages to netlify for my own personal website. I think i ended up switching to hugo though bc of how seamless it is with R. I followed this guide: https://t.co/DfbDFTXvsP

Tales Gomes (@_talesgomes; 0/2): https://t.co/SUlhTJBv6t > Novo Blog feito com #blogdown e #rstats.

tidyverse tweets (@tidyversetweets; 0/1): blogdown+netlify+github links do not work #tidyverse #rstats https://t.co/zQKjR13kUi

bookdown

R posts you might have missed! (@icymi_r; 640126): 📚 Beyond Multiple Linear Regression: Applied Generalized Linear Models and Multilevel Models in R > 👤 Paul Roback and Julie Legler > 🔗 https://t.co/gbk0yfCAe9 #rstats #datascience https://t.co/nDF4FtvM5R

R posts you might have missed! (@icymi_r; 19153): 📚📊 Doing Meta-Analysis with R: A Hands-On Guide > 👤 Mathias Harrer @MathiasHarrer, Pim Cuijpers @pimcuijpers, Toshi Furukawa @Toshi_FRKW, David D. Ebert. > 🔗 https://t.co/lRlnwGhbB5 #rstats #datascience https://t.co/5br8CiMuPj

Solomon Kurz (@SolomonKurz; 17955): Looking for more learning material on Bayesian stats highlighting #brms? Check out the new bookdown by @bruno_nicenboim, Schad, and @ShravanVasishth, “An Introduction to Bayesian Data Analysis for Cognitive Science”. > https://t.co/vj5ALypUrm

Maxwell! 🌃 (@Maxwell_110; 8116): Beyond Multiple Linear Regression 📖 > https://t.co/Q7LnqPb7ki > 重回帰を学習開始地点として, > ・ 一般化線形モデル ・ マルチレベルモデル(線形混合効果モデル) ・ 一般化線形混合モデル > の順に,R の code や exercise を交えて解説してくれている本 > マルチレベル系は lmer 📦 で解説 https://t.co/Y2hJG6kcDe

David Grubbs (@crcgrubbsd; 3519): For anyone out there who is writing or has written a bookdown book, I would be happy to discuss doing a parallel print version with CRC. I am always on the lookout for books in other formats as well. Please send me a DM or tweet. #rstats #DataScience @AmstatNews @CRC_MathStats

S.Negri (and two crows) (@csnegri; 233): Paso a dejar un lindo PDF sobre el procesamiento de datos (o basicamente, meterse en la vida privadad de una personas con figura publica), el interes publico y periodismo. Esta basdado en el GDPR pero es BBB https://t.co/JTAkJmzbvx > Otro link https://t.co/xXTq4yrxBA

Sébastien Rochette (@StatnMap; 179): 🦊Did you know that {gitlabr} now proposes some pre-defined templates for GitLab CI ? ✅package, bookdown +/- renv 👉 Try them and tell me how it goes ! ➡️ https://t.co/RUUoStBzo5 #rstats https://t.co/noW70OIFGH

Jakub Nowosad (@jakub_nowosad; 158): I am truly heartbroken. Ken Steif was a great educator with an understanding of public policy topics. > You can find his #rstats bookdown book at https://t.co/QH9xhQV4Ok and some of his lectures at https://t.co/pWFJA3pwIt. He made these resources to be useful for others. https://t.co/TpYOxFu0zE

@southmapr (@southmapr; 73): Quick question for anyone deploying #rmarkdown #bookdown to Netlify. We do this & when the build fails the Netlify link stops working. Is there a way to keep the result of the last build that did work ? Our script is here: https://t.co/YAdykTfn03 Thankyou !

Tom Mock 💉💉🎉 (@thomas_mock; 60): @kamran124 I’ve been noodling on this, you can do it with raw HTML in say RMarkdown, by aligning two div()s. > https://t.co/C0oDppsYCC > You can do the same thing with htmltools::div(). > You can also use magick to “append” two images of tables. See code at: https://t.co/iY9IUXuBTe

Tuomas Mattila 🇫🇮 🌱🚜🧪🥼🔬🛰️🪱 💧 (@TuomasJMattila; 60): @1st_sealord Toi “YaRrr! The Pirate’s Guide to R” voisi tuoda siihen opetteluun ainakin huumoria ja mereistä tunnelmaa. (On hyvä opas.) https://t.co/BV8tMCsY4D

心理的に柔軟なクジラ (@matsuchiy; 60): Rについて様々な分野の有料・無料の本をまとめたリンク集。Bookdownのhtml出力形式で見やすい!まるでR専門の図書館にいるかのような感覚を覚える https://t.co/CldjKl6btV

Nick HK (@nickchk; 50): Payin’ a guy to add search to my book, and if it works I’m pretty sure anyone will then be able to add search back to tufte-html bookdown formats and descendents. Still not entirely sure why it’s not there in the first place but there’s prob some principled reason I am ignoring.

Dr. Kerry Shea (@operantbaby; 41): Future my own future reference, there is a list here. https://t.co/o5N9OerL0X > Is your favorite on the list?

Nick HK (@nickchk; 40): full-bore on the “make tufte-bookdown look like an internet book with all the amenities” thing, now watch bs4 make a version that supports sidenotes and make that largely obsolete (wouldn’t mind) https://t.co/S0GKqbWcec

Solomon Kurz (@SolomonKurz; 31): @jasonsberger Looks nice. Roback and Legler, however, has the advantage of being completely free: https://t.co/Y3yLtyf0CA

Bruno (@Bruno_M_81; 30): @robinson_es @crcgrubbsd And for a run of the mill presentation, Rmarkdown is fine. > https://t.co/V1jdYFJFXC

Jacob Kaplan (@JacobKaplanCrim; 30): @crcgrubbsd @AmstatNews @CRC_MathStats I have a bookdown book on introducing R to criminologists. https://t.co/M2R4ei4Dw6

Nithin .M (@nithinnithu_m; 23): #Rstats is there a way to place captions for table above and captions for figures below in bookdown::pdf_document2? Any help would be much appreciated #EconTwitter #bookdown #rmarkdown

Rajesh S (aiexplorations) (@aiexplorations; 21): This is a nice run down of the assumptions of multiple linear regression in a compact form. From this book by Paul Roback et al: https://t.co/lEUPjldahq https://t.co/fu1m55vhto

Jill Cates (@JillACates; 20): @TBeuzen @TiffanyTimbers @ProjectJupyter @ExecutableBooks Jupyterbook looks great ✨ how does it compare to bookdown? Do you recommend it?

tidyverse tweets (@tidyversetweets; 12): Embedding Flip books inside Bookdown #tidyverse #rstats https://t.co/WRGizZyhH0

tidyverse tweets (@tidyversetweets; 12): Bookdown not rendering book Chapters #tidyverse #rstats https://t.co/LtEbhyi3C7

Titus Brown (@ctitusbrown; 12): Dear #rstats bookdown folk, I can’t figure out how to make ‘render_book’ fail on things like an incorrect Markdown link (e.g. [section heading] that doesn’t exist). Any thoughts? See https://t.co/MHolIFyGKz - any help much appreciated, spent some time googling about but 🤷‍♀️

Ben Hanowell (he/him/his) (@BenHanowell; 12): Starting a course notebook for students of the demographic methods course I’m teaching at @UW in Winter Quarter. Making it a bookdown book. Downloaded v0.44 just now. Read about new bookdown::bs4_book option. SOLD. https://t.co/xWaYsTej3A #RStats

TheStatistician (@SilferaK; 11): Supervised Machine Learning for Text Analysis in R https://t.co/IcFxuzYZxA #rmarkdown #bookdown

lusca sergio (@luscacesio; 10): @glaudemias gosto muito desse material pq ele saí do zero, basicão: https://t.co/zp20bgPW0R > esse perfil dá umas dicas bem legais tb: https://t.co/Sc564oxK7g

志乃田たぐる (@shinoda_taguru; 10): bookdownいいなー。今後使っていきたいわー

Paolo Volterra (@ghibbli; 10): Repo for January 2021 version of Beyond Multiple Linear Regression: Applied Generalized Linear Models and Multilevel Models in R. https://t.co/oB4glApciA The rendered version can be found at: https://t.co/tXqK2fu5f4 #Rlanguage #R #businessintelligence https://t.co/anc1LBJFEh

Juanjo Medina (@Juan_JoseMedina; 10): “Statistical Model:A Fresh Approach” (amazon link: https://t.co/9A5AcVs1uA) and bookdown version: https://t.co/hGQ3jW0w1q

さとぅ (@dsat0; 10): (Mostly Clinical) Epidemiology with R https://t.co/oCcFVZikp8 #rmarkdown #bookdown

Keith McNulty (@dr_keithmcnulty; 10): @Tfeend @rlmcelreath Yes. Just as you would normally in bookdown.

Paulius Alaburda (@p_alab; 0/2): #RStats I’m toying with renv and GH actions - is it normal for renv to snapshot dozens of packages when I snapshot a template of a bookdown project?

tidyverse tweets (@tidyversetweets; 0/1): How to render a single chapter (just the chapter) using Bookdown #tidyverse #rstats https://t.co/j04KH4NANh

tidyverse tweets (@tidyversetweets; 0/1): R Markdown bookdown::word_document2 - Cross-references are not linked to the object, only display object number #tidyverse #rstats https://t.co/Bav5pPeZ8a

knitr

R posts you might have missed! (@icymi_r; 247): ✍️📷 How to automatically convert TikZ images to SVG (with fonts!) from knitr | Andrew Heiss > 👤 Andrew Heiss @andrewheiss > 🔗 https://t.co/wSAhbavyv8 #rstats #datascience https://t.co/3T9fxUUhO8

Maëlle Salmon (@ma_salmon; 110): Now I just need to remember to keep moving the knitr::knit_exit() line. 😅 https://t.co/zn4OVxJLTY

Prasanna Sritharan 💉💉 (@psbiomech; 92): Wow. Despite many years using #rstats, but I’ve only just #knitr-ed my first #rmarkdown. This stuff is #bloodymarvellous.

Dr. Katherine M. Kinnaird (@kmkinnaird; 21): The #R package #knitr now includes alt text options! > #TeachML #teaching #MachineLearning

Heather Gaya (@Doofgradstudent; 20): @DrAngelaT @ShannonSkalos Richard Chandler does a distance sampling lecture that covers this if you don’t mind a KnitR script: > https://t.co/kLImcqX2Da

Angelo D’Ambrosio 🌍 (@Bakaburg1; 12): Hello #RStats @rstudio @xieyihui does someone know how to escape square brackets in #knitr::kable caption? If they are present, #latex commands get shown before the table is printed https://t.co/5GX1lSZNCJ

CRAN Package Updates (@CRANberriesFeed; 12): CRAN updates: knitr rapsimng #rstats

Michael Chirico (@michael_chirico; 11): @kozo2 it should be straightforward to run knitr::purl() on the rmd and then use potools to extract messages to . pot. the tougher part will be making sure the messages are translated in the rmd

clinton moshe (@clinton_moshe; 10): @IdaRudolfsen Tidyverse Caret Rmarkdown Knitr Shiny

Andrew Heiss, geriatric millennial (@andrewheiss; 10): @AchimZeileis @IanLundberg1 Finally found an answer to this 🤣 Yes, you can! You have to use the code argument in the tikz chunk to get it to work, but it works great! See this PR here for an example https://t.co/XzA4cHo7Zf and this post for knitr+tikz+svg stuff in general https://t.co/lE3CW0mdgw

Karandeep Singh (@kdpsinghlab; 10): @OonaLuna If I had a gRandma I would knitr a sweater.

pagedown

R for the Rest of Us (@rfortherest; 10): Report lay out with pagedown > https://t.co/dmRApntN01

xaringan

Beatriz Milz (@BeaMilz; 325): Hoje eu participei do 3 RDay, organizado pela equipe do Laboratório de Estatística e Geoinformação da UFPR. > Apresentei sobre o pacote xaringan, e os slides estão disponíveis aqui: https://t.co/NnRyLv2MIP > o video ficará disponível futuramente :) > #rstats

TemplateRex (@template_rex; 80): @robinson_es Great experience with Xaringan (copied a bitmap of our corporate PPT as background and no one saw the difference).

LatinR (@LatinR_Conf; 72): Do yo want to use xaringan in your presentations? Watch this tutorial we had in #LatinR2020 https://t.co/FAh3XBcXNk and prepare yourself for #LatinR2021!

Emil Hvitfeldt (@Emil_Hvitfeldt; 61): @AFredston @spcanelon has a great post about this specifically https://t.co/pntZER2dNv > for you, I don’t think you need to use the gh-pages branch. setting it to “master” and “/(root)” should do the trick https://t.co/sqW1aZDojq

Umair Durrani (@umairdurrani87; 50): @robinson_es Xaringan with xaringanBuilder and xaringanExtra

LatinR (@LatinR_Conf; 41): ¿Querés incluir xaringan en tus presentaciones? Mirá este tutorial de #LatinR2020 https://t.co/FAh3XBcXNk ¡y preparate para todo lo que vamos a tener en #LatinR2021!

Alexa Fredston (@AFredston; 33): I want to host my #rmarkdown #xaringan slides with github pages. I turned gh pages on in settings, and created a gh-pages branch. However, the page isn’t updating when I push edits to index.html on the main branch. what am I doing wrong? #rstats

magdalena bennett (@maibennett; 31): @robinson_es @crcgrubbsd xaringan all the way (with xaringanExtra)

Zev Ross (@zevross; 20): @robinson_es I converted from beamer to xaringan and have been very happy. This full rstudio::conf workshop uses xaringan: https://t.co/rSzPTt6VBk

tidyverse tweets (@tidyversetweets; 12): Xaringan png vs svg image quality #tidyverse #rstats https://t.co/i7CK6YKNWd

Charlie 👩‍💻 (@charliejhadley; 12): Has anyone else noticed a difference between RStudio’s “Knit” button and calling rmarkdown::render() directly? > I’ve found the WEIRDEST bug in {xaringan} https://t.co/7JJdEvig2w

Yohan J. Rodríguez (@hasdid; 11): #R #Automated | The Mockup Blog: Displaying verbatim code chunks in RMarkdown and Xaringan presentations https://t.co/gWTAfQUeAz

ky (@kylefbutts; 10): @benzipperer @BitsyPerlman If I’m making beamer slides, I just include the preamble. If I’m making xaringan slides, then I use a custom css file I have

Carlos Celada (@CeladaC; 10): @robinson_es Xaringan + xaringan extra

Chris Hammill (@CFHammill; 10): @robinson_es Xaringan, but it’s been a while since I really explored the space

Charlie 👩‍💻 (@charliejhadley; 10): That weird bug I reported on Monday has been confirmed as real! > I’m so relieved. I repeated it 10+ times with reboots because I was convinced I was imagining it 🤣 > https://t.co/jh0Iwo5XkM