#rstats
R Function A Day (@rfunctionaday; 568⁄94): Sometimes you might need to analyze the scanned text data present in a PDF. > The {pdf_ocr_text} function from {pdftools} 📦 can extract such text ⛏ > https://t.co/cnoqBhZ0Ys > #rstats #DataScience https://t.co/1LMVHfGgsL ↪
Rami Krispin (@Rami_Krispin; 430⁄65): #R in production 🚀👷🏽♀️👷🏼♂️ I updated the data visualization of the Covid19 Italy dashboard. The goal of this dashboard is to demonstrate how (easy it is) to deploy your R project into production using solely open-source and free tools. https://t.co/UwUxrrlytM #rmarkdown #rstats https://t.co/3Mxy8XHqXL ↪
PINAKI (@PinakiLaskar; 353⁄188): Regression Analysis CheatSheet #DataAnalytics #MachineLearning #BigData #DataScience #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Maths #Programming #Coding #100DaysofCode #selfdrivingcars #AI #CX https://t.co/2HfN7tLj6F ↪
R posts you might have missed! (@icymi_r; 333⁄55): ✍️📊 The Evolution of a ggplot (Ep. 1) - Cédric Scherer > 👤 Cédric Scherer @cedscherer > 🔗 https://t.co/ngg2AhJmpw #rstats #datascience https://t.co/WJxJwLeCYl ↪
Julia Silge (@juliasilge; 284⁄56): SMLTAR, my book with @Emil_Hvitfeldt, is now ✨complete✨ and available for preorder 📖 so I wrote a bit about it! #rstats https://t.co/yVX2XJn7S7 ↪
Kyle Cuilla (@kc_analytics; 243⁄33): The two things I miss the most about #rstats when programming in #python: > 1) RStudio 2) %>% ↪
Matt Dancho (@mdancho84; 237⁄46): [Just Released🎉] ISLR, 2nd Edition 🔥🔥🔥 This is my favorite data science book of all time… https://t.co/jXoGxQllSV > #rstats #pydata https://t.co/tzrCVmtfih https://t.co/wgDL7qJB2z ↪
R posts you might have missed! (@icymi_r; 197⁄39): ✍️💡 Pimp my RMD: a few tips for R Markdown > 👤 Yan Holtz @r_graph_gallery
> 🔗 https://t.co/a2mW6t1EEB #rstats #datascience https://t.co/n9k95o72cy ↪
Eastern Style (@EasternStyle1; 173⁄120): Please check your temperature…#Python #BigData #Analytics #AI #ML #DataScience #IoT #IIoT #Azure #RStats #DotNet #CPP #Java #TensorFlow #JavaScript #ReactJS #Serverless #Linux #Programming #Coding #100DaysofCode https://t.co/dqUOslbXU7 ↪
Dr. Ganapathi Pulipaka 🇺🇸 (@gp_pulipaka; 169⁄142): The Machine Learning Workflow. #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/tfwglY1Unz https://t.co/MX0mvikOf9 ↪
R posts you might have missed! (@icymi_r; 166⁄42): 📦🔢 gtsummary • Presentation-Ready Data Summary and Analytic Result Tables > 👤 Daniel Sjoberg @statistishdan, Michael Curry, Margie Hannum, Joseph Larmarange, Karissa Whiting. > 🔗 https://t.co/t5jgVVALkq #rstats #datascience https://t.co/5XEiuyntuK ↪
Dr. Ganapathi Pulipaka 🇺🇸 (@gp_pulipaka; 148⁄101): A List of 40+ Modern Tutorials for #MachineLearning. #BigData #Analytics #DataScience #AI #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://t.co/ZkeBIq5jSg https://t.co/LthLLKO1RR ↪
Giuliano Liguori (@ingliguori; 141⁄129): #infographic: Some facts about #MachineLearning and AI Via @ingliguori #BigData #Analytics #DataScience #AI #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode @antgrasso https://t.co/LEzvvnxfCU ↪
Dr. Ganapathi Pulipaka 🇺🇸 (@gp_pulipaka; 129⁄100): 5 Advanced #SQL #Books for Experienced #DataScientists #Programmers, #Software Engineers. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #Serverless #Linux #Programming #100DaysofCode https://t.co/XgLh3Fa8fO https://t.co/nK7xyLFF9b ↪
Dr. Marcell Vollmer #StaySafe #WFH (@mvollmer1; 111⁄103): Infographic: The #BigData Crisis. > #Analytics #Data #DataAnalytics #datamining #datamanagement #Rstats #AI #Reactjs #Python #DataScience #IoT #IIoT #ML #NLP #flutter #TensorFlow #Linux #Great #100DaysOfCode #Dataviz #statistics #CyberSecurity > MT @HamdiHeythem https://t.co/DRSg6T55yC ↪
Doxyaxone (@Doxyaxone; 104⁄98): A List of 40+ Modern Tutorials for #MachineLearning. #BigData #Analytics #DataScience #AI #IoT #IIoT #Azure #Python #RStats #TensorFlow #CPP #Java #SQL #JavaScript #ReactJS #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://t.co/xIeQA4ALPJ @gp_pulipaka https://t.co/7Vfgx0VXVC ↪
blogdown
Bryan Shalloway (@brshallo; 6⁄3): I never know which Tags to use for my #blogdown posts. Here’s a quick function that pulls out the #rstats packages used in a post and pastes them to the console in a YAML friendly way: https://t.co/ofJFFubLHg ↪
Tom Mock 💉💉🎉 (@thomas_mock; 6⁄2): @zoe_meers There were some updates to blogdown that may help w/ checking or Hugo versioning. > https://t.co/SCxLsIKEsz > There’s also {distill} which has trade off of no Hugo dep but not as customizable. I am a longtime {distill} #rstats user w/ minimal maintenance. > https://t.co/2vFf5ScEsN ↪
Silvia Canelón (@spcanelon; 5⁄2): From the ashes of a broken site comes a beautiful #HugoApero site from @jouni_helske! 👏 If you’re like me and nervous your site will break some day, you’ll appreciate the peace of mind that comes with using the #blogdown checking functions: https://t.co/fqgh0d9FcC #RStats https://t.co/M7iIoFX0rJ ↪
Sanjay Srivastava (@hardsci; 4⁄0): @MonikaNLind I use Wordpress and have been pretty happy with it. If you want to do one in R/blogdown, @dsquintana wrote up a guide: https://t.co/Rzi0zAAoda ↪
UQ_RUG The University of Queensland R Users Group (@UQ_RUG; 3⁄4): #R users: did you know you can use #RMarkdown and #blogdown to create websites? > Can make personal websites, course websites and there are many tutorials, videos, and articles online. e.g. https://t.co/WfakLybvSl @zabormetrics > #RStudio #Coding #AcademicTwitter #OpenAcademics https://t.co/J0Rio0AJWW ↪
Zoe Meers (@zoe_meers; 3⁄2): What is the best practice for building websites in #rstats? My hugo blogdown site is failing on GitHub and it’s fairly annoying to maintain with breaking theme changes, etc. Any ideas? Is Jekyll easier? ↪
Juvenal (@JuvenalCamposF; 3⁄0): @willshDev Justo ando escribiendo una entrada de blog del tema: https://t.co/VB8EFlgLjJ dale una checada y si algo le falta le comentas y lo complemento ↪
Quid Agis (@quid_agis_2713; 3⁄0): Finally finished a comprehensive blog post I wrote about writing an R Blogdown Post Generator ✅ > Thanks to @apreshill for the inspiration and @BlondeHistorian for reminding me about using ALT & TITLE tags. > https://t.co/j4ZIc2lstR > #r #rstudio #blogdown #post #generator ↪
Silvia Canelón (@spcanelon; 2⁄0): @jouni_helske @apreshill Oh great, I’m glad to hear that! Breaking my site is something I’m always fearful of but much less so ever since #blogdown introduced the really handy checking functions https://t.co/DGbT83WoW6 Your site looks awesome! 🙌 ↪
Bryan Shalloway (@brshallo; 1⁄0): See link to example: https://t.co/wnIndCbZeB Also curious how other people pick their blog post tags…? ↪
Umair Durrani (@umairdurrani87; 0/2): #blogdown hugo apero question: The images must be in the static folder. But when the site is first created, static is empty. How does config.toml read the images from the themes/hugo-apero/static/img folder? 🙏 #rstats ↪
bookdown
Indrajeet Patil (@patilindrajeets; 645⁄215): So many books in so many (spoken and programming) languages, and all completely OPEN and FREE! 📚 > {bookdown} 📦 is a godsend. 🙏 > Check out the full list of available books here 👇 https://t.co/W513gTh6qo > #rstats #DataScience #AcademicTwitter https://t.co/HQH9eQijxG ↪
R posts you might have missed! (@icymi_r; 188⁄40): 📦📚 bookdownplus • The easiest way to use R package bookdown for writing varied types of books and documents > 👤 Peng Zhao > 🔗 https://t.co/kwVIm9jIqw #rstats #datascience https://t.co/fK8Qgwp1Nc ↪
R Function A Day (@rfunctionaday; 94⁄14): Although {rmarkdown} 📦 makes writing reports easy, it lacks automatic numbering of and cross-referencing (for figures, tables, sections, etc) features. > The 2nd variant of function family in {bookdown} 📦 provides these features ✍️ > https://t.co/EKFeVqQJb1 > #rstats #DataScience https://t.co/RcIAtscT0K ↪
JP Gannon (@jp_gannon; 54⁄21): pls Share! With the semester approaching, I wanted to re-share my R programming for hydrology bookdown. How to use and topics below. > It’s designed to be used as a self-learning tool OR a ready-to-go resource for teaching. > https://t.co/SgDZzsYqpk #rstats #hydrology #teaching ↪
R posts you might have missed! (@icymi_r; 50⁄16): ✍️📚 Max Rohde: Creating a bookdown book with the bs4 theme > 👤 Max Rohde @maxrohde8
> 🔗 https://t.co/U1rd1OMCx0 #rstats #datascience https://t.co/8fI8DuzbjY ↪
Alison Presmanes Hill (@apreshill; 39⁄9): Hot off the presses- if you want to test your new book and deploy it quickly using @Netlify, we teach you how here: https://t.co/ptvSbwxlA3 > (I generally encourage this approach for workshops or minimal viable book projects- see https://t.co/NeI9CG3AlU) https://t.co/WkdY3Xi2z9 ↪
Comunidad R Hispano (@R_Hisp; 23⁄7): ¿Sabías que se pueden publicar libros hechos con #bookdown gratis? Hay mucho material disponible para todo el mundo en https://t.co/wE0q6w9pJB > Libros y documentos de R, estadística, finanzas… Gracias a la magia de @xieyihui y @rstudio. > #rstatsES ↪
Chris Nemarich (@chris_nemarich; 7⁄1): @EnricoManlapig @apreshill @kierisi @rstudio Im almost certain you can do this. I had a use case where I had to knit markdown documents two different ways for a web version and the PDF and used formulas within the code blocks to do it, but you could probably do it with parametrized documents as well. https://t.co/wMuKfiRbN2 ↪
Melissa Nance (@MelissaNance; 7⁄0): @kaitlin_sheerin @PsychChatter @AcademicChatter I really liked this one for its simplicity https://t.co/XNKupGSoTU ↪
Max Rohde (@max_d_rohde; 6⁄3): Most people in the R community have probably seen the beautiful bs4 bookdown theme used in the online R for Data Science and Mastering Shiny books (as a few examples). > To try the bs4 theme yourself, check out my tutorial: https://t.co/HFB8BvPXKJ > #rstats #bookdown #rmarkdown ↪
Análise Real (@analisereal; 6⁄0): The link on Tom’s tweet seems to be broken. Here’s a functioning link: https://t.co/UlZEuoqePv ↪
Lisa Lendway, she/her (@lisalendway; 5⁄4): Hi #RStats folks, anyone know if there is a “best” theme and highlighting syntax (of those that don’t need any packages installed, https://t.co/W13cLiFwSH) in terms of readability? Thanks! ↪
Alison Presmanes Hill (@apreshill; 5⁄1): @chris_nemarich @EnricoManlapig @kierisi @rstudio Here is the section in the rmarkdown cookbook that covers conditional inclusion: https://t.co/MA8EGTr05X ↪
Gio Circo (@GioCirco; 5⁄0): Bookdown is super, super cool. To streamline my undergrad crime mapping and analysis class, I put together all the in-class lab assignments into a single text. Looking forward to trying it out this semester. > https://t.co/7PSdoyuG2T ↪
tj mahr 🍍🍕 (@tjmahr; 4⁄1): I made knitr hook for putting plots in an html 5 <figure><img/><figcaption/></figure> and it looks like bookdown only autonumbers figure captions that match a regex like <p class=“caption”/> 😕 ↪
Marcus 🟢🟢🟢 (@Marcus05911286; 4⁄0): @salutaretmundi @oqipo @markuss86653942 @Karl_Lauterbach Dann offensichtlich ohne großen Erfolg > Unterschiedl. Größen wie Länder mit unterschiedlichen Einwohner ins korrekte Verhältnis zu setzen (x pro 1 Mio) ist Inhalt der deskriptiven Statistik und Lehrmaterial der Mittelstufe. Dafür braucht es kein Studium https://t.co/87uy0JZiAm ↪
Subhadra Chakrabarty (@Speclescientist; 3⁄1): Came across this super learning resource for various bioinformatics related topics
The best part: It’s OPEN and FREE. https://t.co/Jn9ilGL5qO > #Bioinformatics #Statistics #MachineLearning ↪
yoni sidi (@yoniceedee; 3⁄1): @EnricoManlapig @apreshill @kierisi @rstudio @wmlandau Ah. So that’s also possible: use the chunk option results=‘asis’. https://t.co/Xr7JqJMKZP ↪
yoni sidi (@yoniceedee; 3⁄1): @EnricoManlapig @apreshill @kierisi @rstudio @wmlandau These are the built in language support out of the tin: https://t.co/ZgJXb5ZjOu. But, md is supported by default. You can write that outside of a chunk and it will render. rmd’s support equations as is https://t.co/wfzTVQOyyC section 2.5.3 ↪
Espacio Muestral (@espaciomuestral; 3⁄1): ¡Visualizaciones en #R! 📊 Aquí te dejamos un libro sobre cómo hacer gráficos, excelente guía para tus análisis. 👇 > Página oficial: 💻 https://t.co/6H7ZGXJnRo Libro: 📚 https://t.co/8EYnlLJwgQ ↪
A. Jordan Nafa (@adamjnafa; 3⁄0): @rmkubinec @rstatstweet @mcmc_stan @SolomonKurz brms version of Statistical Rethinking is a huge help as far as getting your feet wet with Stan if you’re already borderline familiar with lme4. https://t.co/em9UvEQcKj ↪
Brenton Wiernik 🏳️🌈 (@bmwiernik; 3⁄0): @IsabellaGhement @ianagutierrez https://t.co/9p9YhKNdLF ↪
CRAN Package Updates (@CRANberriesFeed; 2⁄2): CRAN updates: bookdown caviarpd pagemap salso vote #rstats ↪
Indrajeet Patil (@patilindrajeets; 2⁄0): @OscarBaruffa I love your collection! > That said, I wanted to specifically share the {bookdown} archive because people also use it to write books in programming languages other than R, and so it’s a bit broader collection. ↪
JP Gannon (@jp_gannon; 2⁄0): Linked on @CUAHSI hydroshare to make it more discoverable: https://t.co/LDpsoajbuM > If you use the bookdown, please fill out any or all of the google form linked in the introduction. It’s very helpful to see who’s using this and for what! ↪
tidyverse tweets (@tidyversetweets; 1⁄2): Why does styles.css behave different in markdown and bookdown #tidyverse #rstats https://t.co/souB98x8VH ↪
tidyverse tweets (@tidyversetweets; 1⁄2): Display in-text citations with round parentheses in bookdown:pdf_document2 knitted document #tidyverse #rstats https://t.co/AB0IysLaxr ↪
tidyverse tweets (@tidyversetweets; 1⁄2): Change global font size in bookdown bs4 HTML book? #tidyverse #rstats https://t.co/uj9lx8F6ak ↪
Kurokawa🏴社会人大学院留学 (@_kurokawa5; 1⁄1): 2.1 Importance of Interpretability | Interpretable Machine Learning https://t.co/bw9URA5rDo #rmarkdown #bookdown ↪
tidyverse tweets (@tidyversetweets; 1⁄1): bookdown how to switch to fuse search engine and set options #tidyverse #rstats https://t.co/kr5zl1VDNb ↪
Raffaello Cortina Ed (@CortinaEditore; 1⁄1): Come vincere il tecno-capitalismo? Cambiamo strada di Edgar Morin su PRIMA PAGINA NEWS - Agenzia di Stampa Quotidiana Nazionale https://t.co/UkmUWmcsTI https://t.co/lK4nUvf7X5 ↪
Daniel Parthier (@DParthier; 1⁄0): @coolbutuseless I am trying to integrate schemes which I partially make in Inkscape (or any other tool) into R to then combine them with data plots (ggplots). The goal is to render my thesis completely in bookdown. Currently I go via grImport2 and rsvg. However I lose the vectorisation… ↪
ᜆᜓᜊᜒ 🍥 (@lvgdssvldn; 1⁄0): @TheTweetOfSir there’s a bot called BookDown where u can download books and novels for FREE ❤️❤️❤️ https://t.co/q5ZjA4xa2y ↪
Mason Fidino, PhD (@masonfidino; 1⁄0): @NWDaudt @TrevorCaughlin Comments, I have no clue, but I doubt it’s a simple task. For color, it depends on your output file. For latex it’d be (I think): \textcolor{red}{your text}. For html output it’d be: <span style=‘color: red;’>your text</span>. https://t.co/1yqVV391vk ↪
Ed Merkle (@edgarmerkle; 1⁄0): @StatStas @Perry_ScottJ To me, “approximate amount of measurement error” sounds like an informative prior. And I think that #brms would have the flexibility to do what @StatStas suggests, see Section 15.1.1: https://t.co/zAUdsfhU1P. ↪
Caspar van Lissa (@cjvanlissa; 1⁄0): @simoncolumbus @davidrfeinberg Rmarkdown is optional, just select manuscript “None”. Alternatively, use “github_document” and change the output format to “bookdown::word_document2” and just use it for the results section ↪
ᴮᴱ trillian⁷ 💛🧈🤠 (@trillian7; 1⁄0): @shooky0t7 DataCamp. It’s paid but it’s excellent hands on tutorials specifically for data analysis. > I also referenced this a lot in school https://t.co/IUvV81ffSL [↪](https://twitter.com/trillian7/status/1424729611292733440)
Santosh (@SKBtweet; 1⁄0): Applied Statistics with R https://t.co/K7je4IBKdc #rmarkdown #bookdown ↪
Leonardo Hansa (@l_hansa; 0/3): Is there a way of signing up at https://t.co/odRYWzXjRW without Google Sign-in? Like using a user name and password? Thnx! @xieyihui @rstudio #rstats ↪
knitr
Dr. April Wright (@WrightingApril; 125⁄15): Undergrad Caleb Charpentier isn’t on Twitter, but I hope you’ll join me in congratulating him on his first R package being accepted at CRAN. It handles interaction between RevBayes and RStudio and provides a Knitr kernel for tutorials & wbsites. More here: https://t.co/fiV4DTkqaP ↪
Alison Presmanes Hill (@apreshill; 3⁄0): @yoniceedee @EnricoManlapig @kierisi @rstudio ah you did a chunk engine! Goes on my list of awesome things done with knitr engines ↪
tidyverse tweets (@tidyversetweets; 1⁄2): create knitr chunks that don’t change the random seed? #tidyverse #rstats https://t.co/8IKjpfmAMn ↪
tidyverse tweets (@tidyversetweets; 1⁄2): Knitr and bookdown : cannot number figure #tidyverse #rstats https://t.co/EVi5XGf175 ↪
tidyverse tweets (@tidyversetweets; 1⁄2): Manipulate knitr setup chunk from outside #tidyverse #rstats https://t.co/2gyCwVSTqF ↪
Richard D. Morey (@richarddmorey; 1⁄0): Anyone know how I can (elegantly) create knitr chunks that don’t have an effect on the random seed? I use hooks here, but it has side effects… @xieyihui https://t.co/WSObvCEDTP ↪
Will Landau (@wmlandau; 1⁄0): @nj_tierney tar_network() lists file-agnostic dependencies among nested functions. To go file-specific, you could recurse the AST & detect when https://t.co/RXgHU4dTF6() is TRUE like tarchetypes:::walk_call_knitr(). (1⁄2) ↪
Gordon Shotwell (@gshotwell; 1⁄0): @EnricoManlapig You can conditionally render sections in a few ways, the one I prefer is knitr::knit_child ↪
tidyverse tweets (@tidyversetweets; 0/1): Error running knitr eval -> eval -> options #tidyverse #rstats https://t.co/e36VjJgxfB ↪
tinytex
tidyverse tweets (@tidyversetweets; 1⁄2): R Markdown / Tinytex install / mirrors / AWS EC2 Windows #tidyverse #rstats https://t.co/Xtn8eKuTmv ↪
Yohan J. Rodríguez (@hasdid; 1⁄1): #R #Automated | {tinytex} 0.33 https://t.co/XfiasXPeGA ↪
xaringan
Silvia Canelón (@spcanelon; 152⁄38): 📺 The video for our #xaringan tutorial is now available! https://t.co/0CNOBtjam1 Huge thanks to the @_useRconf team for magically editing it down to 1.5 hours. And to the 5 people who already gave the video a thumbs up, you deserve a thumbs up too 👍😉 #rstats #useR2021 https://t.co/itvg01V14y https://t.co/i7rCRwOBuZ ↪
Dr. Laurie Baker (@llbaker1707; 21⁄2): If you’re been want to try out #xaringan #slides this tutorial by the fantastic @spcanelon and @grrrck is for you! https://t.co/bJVMPeOTVw ↪
Eric Brasil (@ericbrasiln; 9⁄3): Utilizei como base a lição do @ProgHist de Sarah Simpkin, traduzida pelo @0jonjo e indiquei materiais da @BeaMilz sobre #Rmarkdown e #xaringan e o tutorial do @RPColistete para artigos científicos com md + #pandoc ↪
TuQmano (@TuQmano; 7⁄1): Xaringan 😍 https://t.co/fNMzYUCZEL ↪
Gabby Palomo 🐆 (@gabbspalomo; 4⁄0): Algunos videos estan en español! Aprovechen :D. Yo voy a ver el de presentaciones en Xaringan (eng), intro a Shiny modules (eng) y los de estadistica bayesiana. https://t.co/SCu0SDv4Pz ↪
flotsam (@researchremora; 2⁄1): Every semester I open up my first class presentation, resolve to switch from {slidify} to {xaringan}, and get hung up on making the title slide look exactly the way I want. And every semester, I inevitably end up sticking with {slidify}. Is this what getting old means? ↪
Enrico Manlapig (@EnricoManlapig; 2⁄0): @JohnHelveston @grrrck I’ve been transitioning my R-centric class to Xaringan and it’s fantastic. I haven’t tried editable slides yet. Seems great for a live coding sort of environment. ↪
🌱Paul Julian PhD (@SwampThingPaul; 1⁄0): I added a “Download PDF Version” button to my #xaringan #rmarkdown presentation and I feel like I just solved a magic puzzle!! https://t.co/DorOGzlkec ↪
Andreas S Kurniawan (@ansyaku; 1⁄0): Yeay, my first #Xaringan presentation https://t.co/abV1q3aK3j ↪
#rstats 🤖 (@rstatsvideo; 0/1): New #rstats video: Professional, Polished, Presentable: Making Great Slides with xaringan By R Consortium (@RConsortium) https://t.co/6sLOnxdkD5 ↪
yihui.name
Indrajeet Patil (@patilindrajeets; 1⁄0): @AWanitschke @rstats_tweets https://t.co/D9kY277HQZ ↪