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; 919/280): 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; 556/104): 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; 410/95): 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; 312/86): 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; 305/57): 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; 200/33): 📦📚🎓 rethinking • Statistical Rethinking course and book package

👤 Richard McElreath @rlmcelreath

🔗 https://t.co/81rXuh1LAl
#rstats #datascience https://t.co/UsgiBC3bWC ↪

Sourabh Singh Katoch (@SourabhSKatoch; 167/102): 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; 144/139): 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; 131/110): 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; 124/89): 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; 120/90): 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; 93/113): 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; 90/122): 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; 29/13): 🖥📺 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; 27/8): 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; 18/0): 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; 6/3): Lazyweb: I want to move my blogdown site to better architecture, does anyone have something great I can copy? #RStats ↪

Tom Mock 💉💉🎉 (@thomas_mock; 6/0): @gshotwell @lpaikousis hugodown was largely merged capabilities wise into blogdown.

https://t.co/SCxLsIKEsz ↪

Silvia Canelón (@spcanelon; 5/1): @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; 5/0): 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; 4/0): @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; 4/0): @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; 2/1): @KellyBodwin @apreshill my four main sites are… eclectic

work:

personal:

blog:

art:

¯_ (ツ)_/¯ ↪

Maëlle Salmon (@ma_salmon; 2/0): @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; 1/1): #R #Automated | {blogdown} 1.5 https://t.co/tFXs1uCaEM ↪

Syndestad (@Syndestad_; 1/0): 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. 😀 ↪

🍐TAKEbayesHI🦖 (@psycle44; 1/0): blogdownがポシャる問題を克服するぞ。修行するぞ。 ↪

Matt Worthington (@mrworthington; 1/0): @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; 1/0): @estef_azevedo Made my own with rstudio/blogdown and @netlify! Super easy to build and maintain. ↪

Lauren Yee 🦇👩🏻‍💻🌈 (@EcoLaurenY; 1/0): @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; 640/126): 📚 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; 191/53): 📚📊 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; 179/55): 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; 81/16): 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; 35/19): 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; 23/3): 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; 17/9): 🦊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; 15/8): 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; 7/3): 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; 6/0): @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; 6/0): @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; 6/0): 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; 5/0): 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; 4/1): Future my own future reference, there is a list here.
https://t.co/o5N9OerL0X

Is your favorite on the list? ↪

Nick HK (@nickchk; 4/0): 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; 3/1): @jasonsberger Looks nice. Roback and Legler, however, has the advantage of being completely free: https://t.co/Y3yLtyf0CA ↪

Bruno (@Bruno_M_81; 3/0): @robinson_es @crcgrubbsd And for a run of the mill presentation, Rmarkdown is fine.

https://t.co/V1jdYFJFXC ↪

Jacob Kaplan (@JacobKaplanCrim; 3/0): @crcgrubbsd @AmstatNews @CRC_MathStats I have a bookdown book on introducing R to criminologists. https://t.co/M2R4ei4Dw6 ↪

Nithin .M (@nithinnithu_m; 2/3): #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; 2/1): 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; 2/0): @TBeuzen @TiffanyTimbers @ProjectJupyter @ExecutableBooks Jupyterbook looks great ✨ how does it compare to bookdown? Do you recommend it? ↪

tidyverse tweets (@tidyversetweets; 1/2): Embedding Flip books inside Bookdown #tidyverse #rstats https://t.co/WRGizZyhH0 ↪

tidyverse tweets (@tidyversetweets; 1/2): Bookdown not rendering book Chapters #tidyverse #rstats https://t.co/LtEbhyi3C7 ↪

Titus Brown (@ctitusbrown; 1/2): 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; 1/2): 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; 1/1): Supervised Machine Learning for Text Analysis in R https://t.co/IcFxuzYZxA #rmarkdown #bookdown ↪

lusca sergio (@luscacesio; 1/0): @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; 1/0): bookdownいいなー。今後使っていきたいわー ↪

Paolo Volterra (@ghibbli; 1/0): 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; 1/0): “Statistical Model:A Fresh Approach” (amazon link: https://t.co/9A5AcVs1uA) and bookdown version: https://t.co/hGQ3jW0w1q ↪

さとぅ (@dsat0; 1/0): (Mostly Clinical) Epidemiology with R https://t.co/oCcFVZikp8 #rmarkdown #bookdown ↪

Keith McNulty (@dr_keithmcnulty; 1/0): @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; 24/7): ✍️📷 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; 11/0): Now I just need to remember to keep moving the
knitr::knit_exit() line. 😅 https://t.co/zn4OVxJLTY ↪

Prasanna Sritharan 💉💉 (@psbiomech; 9/2): 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; 2/1): The #R package #knitr now includes alt text options!

#TeachML #teaching #MachineLearning ↪

Heather Gaya (@Doofgradstudent; 2/0): @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; 1/2): 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; 1/2): CRAN updates: knitr rapsimng #rstats ↪

Michael Chirico (@michael_chirico; 1/1): @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; 1/0): @IdaRudolfsen Tidyverse
Caret
Rmarkdown
Knitr
Shiny ↪

Andrew Heiss, geriatric millennial (@andrewheiss; 1/0): @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; 1/0): @OonaLuna If I had a gRandma I would knitr a sweater. ↪

pagedown

R for the Rest of Us (@rfortherest; 1/0): Report lay out with pagedown

https://t.co/dmRApntN01 ↪

xaringan

Beatriz Milz (@BeaMilz; 32/5): 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; 8/0): @robinson_es Great experience with Xaringan (copied a bitmap of our corporate PPT as background and no one saw the difference). ↪

LatinR (@LatinR_Conf; 7/2): 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; 6/1): @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; 5/0): @robinson_es Xaringan with xaringanBuilder and xaringanExtra ↪

LatinR (@LatinR_Conf; 4/1): ¿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; 3/3): 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; 3/1): @robinson_es @crcgrubbsd xaringan all the way (with xaringanExtra) ↪

Zev Ross (@zevross; 2/0): @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; 1/2): Xaringan png vs svg image quality #tidyverse #rstats https://t.co/i7CK6YKNWd ↪

Charlie 👩‍💻 (@charliejhadley; 1/2): 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; 1/1): #R #Automated | The Mockup Blog: Displaying verbatim code chunks in RMarkdown and Xaringan presentations https://t.co/gWTAfQUeAz ↪

ky (@kylefbutts; 1/0): @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; 1/0): @robinson_es Xaringan + xaringan extra ↪

Chris Hammill (@CFHammill; 1/0): @robinson_es Xaringan, but it’s been a while since I really explored the space ↪

Charlie 👩‍💻 (@charliejhadley; 1/0): 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 ↪