#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:
- RStudio
- %>% ↪
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 (@Melissa_Nance_; 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 @oq__i__po @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 💛🧈🤠 (@trillian__7; 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 ↪
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 ↪